{ "cells": [ { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Jupyter Notebook Version for calculating Equatorial Impact of the Niño" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "⚠️ The data used in this notebook is from HadISST and can be downloaded using this download link\n", "
\n", "\n", "After download, decompress the file and save it in ./datasets under the name \"HadISST_sst.nc\"" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "from spy4cast import Dataset, Region, Month\n", "from spy4cast.spy4cast import Preprocess, MCA, Crossvalidation\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Configuration" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "# We will use sea surface temperature both for dataset and predictor, but\n", "# with differnt regions\n", "predictor = Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-30, latf=10,\n", " lon0=-60, lonf=15,\n", " month0=Month.JUN, monthf=Month.AUG,\n", " year0=1890, yearf=2019),\n", ")\n", "predictand = Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-30, latf=30,\n", " lon0=-200, lonf=-60,\n", " month0=Month.DEC, monthf=Month.FEB, \n", " # year0, yearf refer to monthf -> will span from DEC 1970 to FEB 2020 \n", " year0=1891, yearf=2020),\n", ")\n", "# There is a lag of 6 months (from June to December)" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Methodology" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### Preprocessing" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Preprocessing data for variable sst took: 0.431 seconds\n", "[INFO] Saving Preprocess data in `./data-EquatorialAtalantic_Impact_Nino/y_*.npy`\n", "[INFO] Preprocessing data for variable sst took: 1.643 seconds\n", "[INFO] Saving Preprocess data in `./data-EquatorialAtalantic_Impact_Nino/z_*.npy`\n" ] } ], "source": [ "# First step. Preprocess variables: anomaly and reshaping\n", "predictor_preprocessed = Preprocess(predictor, period=7, order=4)\n", "predictor_preprocessed.save(\"y_\", \"./data-EquatorialAtalantic_Impact_Nino/\")\n", "# Save matrices as .npy for fast loading. To load use:\n", "# predictor_preprocessed = Preprocess.load(\"y_\", \n", "# \"./data-EquatorialAtalantic_Impact_Nino/\")\n", "predictand_preprocessed = Preprocess(predictand)\n", "predictand_preprocessed.save(\"z_\", \"./data-EquatorialAtalantic_Impact_Nino/\")\n", "# predictand_preprocessed = Preprocess.load(\"z_\", \n", "# \"./data/-EquatorialAtalantic_Impact_Nino\")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### MCA" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Applying MCA \n", " Shapes: Z(8400, 130) \n", " Y(3000, 130) \n", " Regions: Z DJF (30.00ºS, 30.00ºN - 160.00ºE, 60.00ºW) \n", " Y JJA (30.00ºS, 10.00ºN - 60.00ºW, 15.00ºE)\n", " Took: 9.537 seconds\n", "[INFO] Saving MCA data in `./data-EquatorialAtalantic_Impact_Nino/mca_*.npy`\n" ] } ], "source": [ "# Second step. MCA: expansion coefficients and correlation and regression maps\n", "nm = 3\n", "alpha = 0.1\n", "mca = MCA(predictor_preprocessed, predictand_preprocessed, nm, alpha)\n", "mca.save(\"mca_\", \"./data-EquatorialAtalantic_Impact_Nino/\")\n", "# mca = MCA.load(\"mca_\", \"./data-EquatorialAtalantic_Impact_Nino/\", \n", "# dsy=predictor_preprocessed, dsz=predictand_preprocessed)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot MCA" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saving plot with path ./plots-EquatorialAtalantic_Impact_Nino/mca.png\n" ] }, { "data": { "text/plain": [ "((
,),\n", " (,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ))" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Qqn/48IE55uXlJZRfaXMvjz179hBra2uirKxM5OTkiKGhIenevTtZv349IaTkNzjF509xfcE/R/Ie6kqirEqMsLAw5ribmxszf5iampZaJo/S+lUU/fv3Z87ZuHEjk15XxqI7d+4w5w4cOFBkHStyLu7QoQNTnqgHgLrSr4SIftvOs6ytCiUGby0GgERERJQoK82asCSkuX53795l0lq0aMGMXQkJCcy4zP+ilbdWWLx4MZOvra0tAUA8PDwIIYTEx8czeRoZGTFya9asIUDRuo8373z//p0QQkhgYCBzTnlfpBJCyNChQ5n8SlNiSDJmiqO6+5oQQSWGJA/0/G/8x48fX+a288jIyGDmVmNjY4GXo8UVKOKUGPzz4MGDB8mmTZtIo0aNiLy8PLGysiLXrl0TyId/jR0SEkJWrlxJjI2Niby8PLGzsxOwOCeEkAMHDhAnJydibGxMlJSUiLy8PGnSpAmZMWMG+fr1q4CstM+8FfW75UeSdXtplMux5969e3Hu3DkAgIKCAk6ePAlFRUXm+P379xm/EFZWVgLnvnr1Ci4uLggLC8OPHz+Qn5+PlJQUREdHY9u2bfj69SuAoj2OQ4YMwe3bt5Geno68vDwkJSXh9u3b2LBhA7OvV1J49cjJyRG7X7G8GBkZYd68ecz38vpckJQvX77g3bt3AIT7uzh5eXl48eKFgJPTrl27Mv/funWL+d/Ozk7k//wy4pAkn4iICABAZGQks5/dysoKCgoKAIruLV57CgoKEBUVBQBo2LAhACA+Pp7Ji/d/kyZNmDRVVVUAwPfv37Fo0SI8ffoUhBDmuJKSUqntkJSCggK8e/cOR44cYdIk6VcbGxvIysoCAJ4+fYofP36UWI401+fp06eMPxVTU1MYGBgAKNoraWtry8jzroOk/cqPjY0NgKL9ztXlvLck3r59i+fPnwMAWrRogY0bN8LIyAiKioro0KEDLly4wMgSQgQc4pZ234rj+/fvePHiBQBAVlaW2e8vLh9p743i1yknJwffv38HIP46VTT8/VZYWIjWrVtDUVERJiYmWLRokYBfoLp07/OfyxuPeH/bt2/P1IWXdvfuXWbMKb5nHfhvvH779i0SExNLbH9JNGrUCEuWLGG+T58+HYsXL2a+b9q0CRoaGsx3/vu8+Jwh6dx79OhReHh44P79+8jMzERubi4SEhIQFhaGbdu2Sd2GiuqLssI/X48bNw69evUCUORbgHc9S6Okfi1OdnY2wsPDERkZyaTx5oy6NBbx5mGgaA/83r17hfx/VORcXBJ1qV+Lw5uLV69eXWLdK4qcnByEhoYCAAwNDXHhwgU0bNgQCgoKaNOmDQ4dOiQgL82aUBzSXj/+Mjt27AgWiwUAMDAwYPzi/Pjxg/HrJWoe4Pk+4PW7oaEhGjRoAAD4/Pkzcy/zxogRI0ZAV1cXhBDGZwa/74yOHTuW2MaKZteuXVBWVoaysjKsra2xe/dugXWwOGpCX5cFDQ0NNGrUCAAqJMBBUFAQsrOzAQCDBw/GkCFDmGMnT56UOr/169dj9uzZePv2LbhcLmJjY9GnTx+x9/6sWbPwxx9/4NOnT+ByuYiMjISbmxvy8/MZmYCAAFy7dg2fPn1CVlYWuFwu4uLisGPHDnTu3Fmkn0ZJqYjfbWVQZiXGixcvMHv2bOb7n3/+idatWwvJ8Ch+M4aEhDA3xO+//46wsDCcPn0aq1evho2NDXPjX7hwgXmwXbNmDcLCwnDy5EksXboULVu2BIvFgouLCyIiIgScFkVERDAffvjrwXuoqQz4F7lv3rzBz58/JT73xo0bZXLAU1J/88jJyQGLxYKcnBxatmyJyMhIKCoqwsvLC7///jsjx++cVU9Pj/lfV1eX+T81NbXUBw5J8uEpXsTJipOfNm0a5OXlERERgf3792P//v24desWFBQUMG3aNEa+R48ezP/r1q1D69atoampiX79+sHf31+igVwS9PX1ISMjg0aNGiEwMBAyMjL47bffBJwbimujjIwMtLS0RMqJQprrI22/jh49Gtra2vjw4QN8fHwQEBCAM2fOgMViwcvLS2R9Ro8eDWNjY+Tl5WH9+vUl1r064P+tP3jwAPv370d8fDxycnJw79499O/fH8eOHQNQNMHyO58q7b4VB3+/16tXDxwOp8R8pL03eOPvvn37cOnSJcydOxdcLhfNmzeHi4uLyDo1bNiwREfM0sLfr8uXL8fTp0+Rk5ODjx8/Yt26dejfvz/z+6pL9z7/ApS3aOUtUDt27MhM7Lw0/odfUYvXipyX5s2bBzMzMwBFLwtSUlIAAN27d8eIESMEZEuaMySZe4GixR1QdB337NmDsLAwHD9+HHPmzGEWqOPHjxeYi/X19Zn5ubhzu6qao0WRl5eHM2fOACh66HZ2dsbgwYOZ45IuViWZi69evQoWiwUlJSV07doVX79+hb6+Pg4ePAhra2sAdWssatq0KfPQl56ezjjvNjY2xrhx4yRWEFUEdalfi8NTYoaEhODevXsl1r8iiIuLYxySJiQkYMOGDXj//j24XC6ePHmC8ePHw8fHh5GXZk0oDmmvn7TzgJeXF+N4MyAgAKtXr8aHDx+go6OD3377jZEXNQ/wnOR37NiReQ6QdB6oTL5+/YqsrCxkZWUhNjYW06ZNw/jx40s9r6b0NT9du3YVWseIct7LG3v/+ecfqV94F4dfuT148GAMGjSImQPLosSIi4vDypUrcfHiRTg7OwMomn/4HZQWl1+/fj3Onj0LY2NjAEV9HRwczMgMHToUBw8exKVLlxAeHo5Lly5h9OjRAIrmpLNnz0pdTx4V8butDMqkxOByuRg+fDiysrIAAG5ubgIPjTx4iycA0NTUFDjG0zoDRQvrli1bYtCgQViyZAmio6PRuHFjIbmmTZvCwsICQ4cOxapVq/Ds2TNwOBzo6urCwcEB8vLyjKyDgwPz4Ye/Hvz169KlC0jR9hqxXn6lgffGj0daWlq58yyNkvq7JHgejvkf5vnDEsnJyYn8v7icKCTJhycjTlacfMuWLXHz5k1069YNCxcuxMKFC9GtWzeEh4cLeJP39fVlFoU80tLScOHCBQwbNkxgkVqRcDgccDgcifq1+PeK6FeenLRl6urqIiIiAm5ubti+fTsmTpwICwsLXL58Gd26dRNZH1lZWcyfPx8AcPDgQak9Nr9+/Rq3bt0S+Hz8+FGqPEqieGSfHj164NKlS5g1axaAorcNs2fPRl5enlDfl3bfikPafpdWfvz48Th27Bj09fUxdOhQBAUF4bfffkNYWJiARVxlwt+vmpqa+N///of//e9/zPhz7do1nD9/XqDeQO2/90VZYvAWqra2tszxmJgYAesxQPTiVdy8VBbk5OSwa9euUtOKl1XSHC1u7uWXk5OTQ5MmTWBjY4MRI0bA19eXUVw0aNBAYC6Wl5dn5mfem2NR9eCv39ixY5k5WlQEsoogODiYUcz37dsX8vLycHV1ZdYWAQEBEkXmKutcLCsrK5B/XRqLZGVlcfToUYFFL1D0Fvvw4cOws7Mrk+VOWahL/VqcXr16Mb+pVatWlVh/URSfh2/dugUulytWvvjcamlpiQsXLghYgqxcuRLJyckCbQMqpt8lyUfafu/evTsuX74MCwsLTJw4ETt27ICbmxtu3rwpcP8Wnwfevn2L5ORkcDgctG/fXkCJUVBQwISOlpWVFVqTVhYtW7bEqlWrEBgYiAsXLmD48OHMscOHD5dqUV1T+ros8MZeQgi+fftW5ny+f/+Oa9euAQDq168PW1tbGBkZMVaVjx8/FlBcS8KwYcOwbNky9OnTB/7+/owVWmxsLD59+iQkP23aNMyfPx8DBgzA9OnTmXT+KC49evRAVFQUZsyYAWdnZ/Tp0wf/+9//mOMxMTHM/9I+81bE77YykCnLSfPnz8ejR48AAMbGxvjrr79KPaf42+7+/ftjyZIl+PbtGzw9PeHp6QlNTU106NAB48ePh7u7OwBg5MiR2Lx5M7hcLpOmq6sLe3t7TJs2TeAtuyRU1Fv30uA3jQIAdXV1ic+1tLTE9u3by3w+IL6dPMsFLpeLFy9eYMOGDfj06RM2bdoEFosFX19fABAIB8c/gRUPAVZaOD5lZWVkZGSUmA8vD3FlipMHiky3Q0JCSqyDoaEhoqKicOXKFZw7dw43btwQ0BiePXsW165dg5OTU4n5lMb58+eRmZmJt2/fYvPmzXj27BkOHz6MjIwM5m1jWdooCmmuT1nKNDMzY7aKScrEiRPh4+ODxMREbNy4UapzfXx8BLbgAEVv9ivqYYVfwQkUmVY2bdoUvXv3xpkzZxAfH4+vX7/i8ePHzNtjHlwul9naVBHXSFw+ZblOI0eOxMiRI0usBz8BAQFCYfaKK1ylQV5enlFmT506lXlz8uLFC8YCKTQ0FP37969T937r1q2hrKyMzMxMPH78GK9fv8anT5+YEIcqKipM3zx8+JB5I8pms9G+fXuh/Cp6XuratStcXFxw+fJlAMCkSZPQrFmzEs8pXgdJ595x48bB398fWVlZTJqRkREcHR3h6ekppKQojaqao0VR/G0bAKipqcHJyQkXLlzAly9fEB4eLlaZKwpx7enYsSMiIiKQnp6Ou3fvYv369fj06RMmTpwIPT099O3bV+i3UNvHos6dO+PVq1c4c+YMLly4gFu3bgk8XCxcuBCjR48W2PJUGdS1fi3O0qVL4ebmhosXL2LixIlSndupUyehtHfv3okNR1x8bt2wYQN69uyJvn374tKlS4iKikJubi4iIiIwaNAgqdaE4pD2+pWl33v16sVsJRNHcUsM3lhnbm4OFRUVRolx7949PHz4kJkr27RpU2UvGnjbNnj07dsX8fHxTEj5K1euCL3s5aem9DU/27ZtQ9u2bQXSiu8EACpuLjlz5gzy8vIAAAMHDmQsMNzd3ZmXF35+fli5cqXEefJvK1VXV0fz5s3x4MEDAEVbKXnWFjwcHR2Z/+vVq8f8z1MiZmRkwM7OTmSI7uKyZaEifreVgdSWGJcuXWK05RwOB8ePHxcwg+NHW1ub+b/4tgN9fX3cv38fCxYsgIODA+rVq4cfP37g6tWrGDJkCGOe06pVK9y/fx+zZs1Chw4doK6ujuTkZJw7dw7Ozs4C+0glgb8e/PWraPj3YDVu3BgqKioSn6uuri5gSeLg4CDyB1qckvqbB4vFgoODA7p3744ZM2YIPDieOHGC+Z9/wuKPSc6/R1lDQ6PUt0yS5MN7aBQnK07+8OHDYmNGFzctk5WVRb9+/XDo0CG8ffsWT548YUyuAVSIf5T27duja9eumDBhgoCvgLNnzzJ70cS1MT8/X2AxJ27BIOp4addH2n4NDw8X268laWwVFBQwd+5cAEXmrzy/NjUBnhkzDxMTEwBFvwf+ySI9PR2amppQU1Nj0kq7b8XB3+/fvn0T2Lsozf0v7t4YO3as2OskDhsbG6GxpfgiVBr4+5XXp8X/55mi1qV7n8PhMPvfCwoKsHXrVgBFFgtaWlqQk5Nj3rQdOnSIWTy0aNFC4N7iURnzko6OTql5ljRnSDr3Ojk54fbt25g0aRLatm0LJSUlfP78GcePH4ejoyPevn0rVb2rao4uTnZ2NmM1BIAxF2axWALjuSSmw5LMxRoaGnBwcICLiwtWrFiBBQsWMMd4c3FdHIs0NDQwYcIEBAYGIjk5GZcuXWIe6LKzs/Hy5csS21IR1MV+5adfv37MmpF/K0dlIG5uLf5/afOANP0u7fWTdh7w9vYW2+/8ZvVWVlbM/BkbG8usO3nKDRsbG8jIyCA1NVXAN0hVbyUpDr8ivbR1Wk3pa35at24ttI4R9aKXN/ayWCyBB39p4R/zt2/fztRvzpw5TLq/v3+Z8+fVsST4n7VkZP6zP+Apas6dO8coMMzMzODv74+IiAhs3ryZkZXEilAcFfG7rQykUmIkJiZi3LhxzPdly5aJ1Nry4Dfp5zd5AYo63sTEBOvWrUNERATj1JMHb+8OIQTm5ubYunUr7ty5g9TUVOatdmFhIQIDA/9rDPu/5oi7WPz1aNmyZUnNLTMfP37Epk2bmO9Dhw6tlHKKU1J/5+fnC0ywPPh/OPxaOn7NLL+iiN8suiTtrTT58O4hOzs75ho+ePCAefDPyclhNJQcDofRbvfr1w8PHjwQ+eF/+3flyhWh+6FVq1bo3bs38708++V4vl344e9XQggzgYvrj+joaOb6tGrVqlTlkDTXp1WrVswA/+HDB8ZKiN/hFPDfdbCxsRHbr/369SuxXh4eHtDW1kZWVpZU+9kPHz7MmLZVhsm4hYWFgJaYt1WFECKguTY2NgaLxYK9vT2TVtp9Kw4tLS3mN5mfny8wvonKR9p7Y+XKlWKvU1XB30/823/4/+cpieravc9vSsxTcPCn8f7nV36IW7xWxbwkitLmaEnmXkIIbG1tsW/fPsTGxiIjIwN//vknACArKwtXr15l8uSNiyUtpqqrLy5cuCCR7yr+t3LiKKlfRc0XgOi5uC6NRd+/fxf4zQFFazYXFxeBFwrl3bsuCXWpX8W1j+cbg79OklB8HiaElKhY1tPTY7Z/A2WfB6Tpd2mvH3+ZUVFRzINffHw8U0dNTU2Ym5sDKFrHiOt3Q0NDJi85OTnGcW9ubi6jfOSN/UpKSrCwsAAg2TxQ0Tx79kykM0d+XynF/VYUp6b0dVngjb3NmjUT8FcjDTzru9L4559/pHoZyn8N0tLS8OrVK+Y7zyGpNPBb/0+fPh1DhgyBg4NDuZx58lMRv9tKQdIwJoWFhcTJyYkJh2JiYkLCw8OFYvVGRESQpKQkQohgiFU3NzeB/I4fP046depE/vzzT3L27FkSFhZGlixZwuTfr18/Qggh69atI7169SLbt28nQUFBJDQ0lEyaNImRmzVrFpMnLy47ALJlyxaRcZArI8Sqvr4+iYiIIMHBwWT16tVEV1dXoJ944ZUIqboQq5aWlgLp7969IwYGBmTBggXEz8+PhIaGkl27dgmELbK3t2fkExISiLKyMgGKwppu2rSJnDx5UiDG+cWLF0XWnz+UU2xsLBM2VUVFhfz111/k4MGDREVFhcmbP7Ywf8heNzc3cv78eYG0wYMHS90n9evXJw0bNiQLFy4kZ8+eJX///TfZtWsXE3oRAAkODmbk+a+RuLBV/GhqapKZM2eSo0ePktDQUHLo0CGBuO/GxsZMmKniceIXL15Mzpw5w4TjAgTjxIu7L6W9Pl5eXkx6p06dSFBQEJk8eTKTZmNjI3W/8od/2r17N5O+evVqJp33qawQqwEBASQgIEBg7GjZsiWT/uzZM0bWw8ODkXFyciKXL18mnp6eTJqFhQUjyx8X3cDAgPj5+ZHNmzcTDofD3Mv8cdHFxfPeunUrk25ubk7OnDkjUFcjIyOSk5NDCJH+3pAU/usQEBAgNF7zh5uVNoxlVFQUEzZNS0uLHD16lBw9epRoaWkx+cTGxpapfTX53idE8B4R9Ts4ffq00PH9+/eLzEtcWFFpxyJ++O9JcdeSPxSop6enwDFJ594ZM2aQQYMGkT179pBLly6R4OBgZp4FQDZt2sTkybsvOBwOOXbsmND9V1JfVHaIVf46T506lWzfvl3g07ZtW5H3l7T9eujQIWJhYUHWrVtHAgMDydWrV8mKFSuYtRIAsmTJEka+roxFr1+/JgBIx44dyfr168nly5dJSEgIWbRoETOGyMvLk/T0dOYc/jDdkoSHfvbsGTP284dB9vb2ZtLrWr8SIjjG80LTFxQUkObNmwscq6wQq+vWrWPKsLKyIhcvXmRCjfLK5dVL2jWhuDFQ2uvH//udNGkSCQoKIp07d2bS5s6dW6a2888vvM+LFy+Y4zNmzBA6/vr1a+a4uPtKHO/fv2fuZXt7e+bc6dOnM+m8UMXLly8nBgYGZPHixeTSpUvkwoULZPjw4QJ1uXfvXq3oa/5nlW3btgmtY4o/65UUYlWacWXLli2MbI8ePYTmhSFDhgi1S5IQqxwOh6xevZpcunRJIIRt27ZtGXlx94aoufD48eMCeVy6dIls3bqVWSsBgusoaZ95K+p3S4h06/bSkFiJcevWLaEforgPf4UHDRpEgKK4wHl5eUz60aNHS8yDF4t41apVYmXYbDa5desWk+ecOXOEZPhvoNzcXKKpqUkA4Yfh8igxxH2aNm1KXr58KXBeZSsxeH3AZrNJcnIyk87/oxL1UVVVJXfv3hXI6+DBg8ziovhnwoQJArIlLTD521z8s2rVKgHZjx8/EiMjI5GyDRo0IJ8/f5a6T+rXr19i27t27cooGYrXV5IHh5LylpWVJUFBQQLywcHBRE5OTqS8k5MTyc/PZ2RLui+luT5paWmkTZs2ImU1NDSEJgBJEKfESE1NJerq6gJlVJYSo7TfIP+9+O3bN6FFHe+joqIiMJkXbx//h8VikSNHjoiV5Z9s8vLySPfu3UXmIy8vT0JDQwXykebeqKg+EjcOSRpXft68eWLzXrBgQZnbV5PvfUIISU5OFsrvwYMHzPH4+Hih40+ePBHKJykpiVkcFF/cVbYSgxBCrK2tCQDSqlUrgXRJ594JEyaIlVNUVCRv3rxh8uStB8TdfyX1RWUqMVJTU4m8vDwBQGRkZMiPHz+E8uNfzI4aNarU8sX1K3+9RH3MzMwEXnwQUjfGIp4So6SPt7e3wDnSKjFKWmvwPnWtXwkRrcQghJDDhw8LHKssJQaXyyUODg4i2yRqDSTNmrCkMVCa6/fgwQOhdQnvY2lpKaA8k4ZTp04J5KWpqSmwnuR/uARAtLW1xbZBEiVGaeMH/2+ltN+DNPNNdfc1vxJD1Kf4c1NAQABzrLjSWZpxpWPHjozshQsXhI4/fPiQOd6gQQNSWFgokRJD1JpERkZG4B6QRomRnp5ODAwMhPLkV3SVR4lRvP7l+d2Wdv9KuvYkhBCJt5OUZj4pDt72kx8/fuD69etMuq2tLX7//XdYWVlBW1sbHA4H6urq6NSpE/z9/TFs2DAAgIuLC6ZMmcKY2HE4HGhpacHJyQnBwcECZk7Lly/H5MmTYWhoKHJ/0fXr15k9UmPHji1Te8TBC5VmYmICJycn7N69G48ePULz5s0F5HiOUQBUimMfXn8X32qjra2N+fPno2PHjtDV1YWMjAyUlJRgbm6OmTNn4vHjx0IO58aNG4fg4GB0794dqqqqUFRURNu2bbF7927s27dP4jp5e3vj5MmTsLW1ZZzt2drawt/fH0uXLhWQNTY2RnR0NKZMmYL69etDVlYW9evXx5QpU3Dv3j3Ur19f6j45efIkFi5cyHgUlpOTg5KSEiwtLeHj44PLly8L3C/8ps6S+AtYvnw5HB0dYWBgAFlZWSgqKqJp06aYMGECYmJihMzQnZycEBkZCVdXV2hqakJeXh4tWrTAmjVrcOHCBYnN3qS5PmpqaoiIiMC8efPQsGFDyMnJQVdXFyNGjEB0dLREPlckRV1dnYn6UZPQ0tJCZGQkPD09YWJiAllZWejo6GDYsGGIjo5mfBzwOHjwIHbu3AlLS0soKChATU0N3bt3R0hICBO2qjRkZGRw6dIl+Pj4wMzMDPLy8tDS0kK/fv0QGRmJ7t27C8hX1L1RVqS994EiR25HjhxBu3btoKSkBCUlJXTo0AHHjh3DunXrBGTr0r2vo6MjYEatrKwskJehoaHAfnE1NTWR2yMCAwOZfi8+L5XlekgLb854+vQpXr9+zaRLOveOHDkSY8aMQfPmzaGurs5EDHNzc0NERISAaeyOHTswZMgQAX8d/JTUF9Iibq4VlX7u3DnGWVmnTp1EOpZ0dXVl/g8KCirVTFdcv3bs2BGTJ08W6FcNDQ106NABa9aswb1794S2VNWFscjExARnz57FlClTYGlpyaxDNDQ00KVLFxw/fhzLly8XOKey7/+60K8lMXLkyCrZpy4nJ4dr165h+fLlaNq0KeTk5KCpqYm+ffsiIiJCaA0kzZqwJKS5fpaWloiOjsaIESOgq6sLOTk5NGzYEPPnz8eNGzegqqpaprbzbyEEivxN8K8nix/nd+gIVO49zgtva2dnx6xPNTU10aNHD5w5c0YqB+w1oa+lgeeSQF9fXyqnofy8f/+e2QKnpKQkMpCEhYUFM89//PhRYj+NXl5e2LFjBxo3bgw5OTm0bdsWFy9eRJcuXcpUV1VVVYSEhKBbt25QUVFB/fr1sXLlSqmcjZZGRf1uKxSJ1R1lpKCggDGVGzJkSGUXVyLu7u4EKDL5KygoqPLy8/PziYWFBaNtWrNmTaWU06tXLwKAtG/fvlLyr+u4uroSoMicmf+tBoVS15k5cyYBiiwUeNsCKZVLu3btCADSu3dvoWNVMRZlZGQQbW1tAoDMnz+/UsqQlJL6Qlr69u3LzLWTJ09m0qdPn86kOzk5lbsccdSkfq2NFBQUMFs+R4wYUd3VoVAqhdatWzNvzPktOChlJyUlhSgqKhIAZP369dVdHYbyWFZSRCN1dBJpYbPZjHb9zJkzAo5+qpIPHz4wmjlvb28BJ6BVwaJFi9C+fXsmNC1Q9KarMuBp3u7duycQJYVSOoWFhYiIiAAAbN26lQklRaH8Cty4cQMAsGrVqnLHaKeUzu3btxnHeytWrBA4VlVjkYqKCubPnw+gKKpQdcR6B0ruC2nw9fWFo6MjLl68yKT16dMHhw4dQt++fbFz506B9MqipvRrbeXRo0dITU2FqqoqE/qdQqlLfPv2DU+fPgWHw8HOnTtLjVBBkYw9e/YgOzsburq6mDFjRnVXh1KJsAipxqDsvxAaGhpIS0tjvk+fPh07duyoxhpRRPHw4UO0bdsWffr0EVgEUyh1ne/fv0NbWxtt2rTB/fv3K33rCqVk6FhUNiwtLQVeFvTt2xfnz5/HgAEDEBQUxKRbW1vj1q1bVFFdQ9myZQu8vLywceNGJnQ3hVKXCAwMxIABA+jzwC+Ct7c3o6A/dOhQhbs1+BWRKV2EUhGwWCyoqqqidevWmDBhAsaPH1/dVaKIwNLSElSvR/kV0dLSKlcccUrFQseissFisaCsrIzmzZtjxIgR+P3338FiscBisaCgoIBGjRph0KBBWLBgAVVg1GA8PT3h6elZ3dWgUCoNNzc3OsZTKOWAWmJQKBQKhUKhUCgUCoVCqRVUrWMICoVCoVAoFAqFQqFQKJQyQpUYFAqFQqFQKBQKhUKhUGoFVIlBoVAoFAqFQqFQKBQKpVZAlRgUCoVCoVAoFAqFQqFQagVUiUGhUCgUCoVCoVAoFAqlVkCVGBQKhUKhUCgUCoVCoVBqBVSJQaFQKBQKhUKhUCgUCqVWQJUYFAqFQqFQKBQKhUKhUGoFVIlBoVAoFAqFQqFQKBQKpVZAlRgUCoVCoVAoFAqFQqFQagVUiUGhUCgUCoVCoVAoFAqlVkCVGBQKhUKhUCgUCoVCoVBqBVSJQaFQKBQKhUKhUCgUCqVWQJUYFAqFQqFQKBQKhUKhUGoFVIlBoVAoFAqFQqFQKBQKpVZAlRgUCoVCoVAoFAqFQqFQagVUiUGhUCgUCoVCoVAoFAqlVkCVGBQKhUKhUCgUCoVCoVBqBVSJQaFQKBQKhUKhUCgUCqVWQJUYFAqFQqFQKBQKhUKhUGoFVIlBoVAoFAqFQqFQKBQKpVZAlRgUCoVCoVAoFAqFQqFQagVUiUGhUCgUCoVCoVAoFAqlVkCVGBQKhUKhUCgUCoVCoVBqBVSJQaFQKBQKhUKhUCgUCqVWQJUYFAqFQqFQKBQKhUKhUGoFVIlBoVAoFAqFQqFQKBQKpVZAlRgUCoVCoVAoFAqFQqFQagVUiUGhUCgUCoVCoVAoFAqlVkCVGBQKhUKhUCgUCoVCoVBqBVSJQaFQKBQKhUKhUCgUCqVWQJUYFAqFQqFQKBQKhUKhUGoFVIlBoVAoFAqFQqFQKBQKpVZAlRgUCoVCoVAoFAqFQqFQagVUiUGhUCgUCoVCoVAoFAqlVkCVGBQKhUKhUCgUCoVCoVBqBVSJQaFQKBQKhUKhUCgUCqVWQJUYFAqFQqFQBGCxWPD29q7ualAoFAqFQqEIQZUYFAqFQvllefLkCQYPHgwTExMoKCigfv366NmzJ7Zv3y4gx2KxMGPGDJF5nD59GiwWC+Hh4UhNTYWBgQHs7e1BCBGSvXPnDthsNubNm1cp7ampXLt2DRMmTECrVq3A4XBgampa7jwLCwvxv//9Dx06dICWlhZUVVXRrFkzjB49Gnfu3BGST0pKwty5c2FmZgYlJSUoKyvD2toaq1evRmpqKiPXpUsXsFgskZ+XL1+Wu973799Hr169oKamBlVVVTg5OeHhw4ciZSMjI+Hg4AAlJSXo6+tj1qxZ+PnzZ6llZGdnM/2trq4OFRUVWFhYYOvWrcjLyxOQff78OTp16gRVVVXY2NggKipKKL9NmzbB3Nwc+fn5ZWozhUKhUCgViUx1V4BCoVQN3t7eWLFihcgHKwrlVyQyMhJdu3ZFgwYNMGnSJOjr6+PTp0+4c+cOtm7dipkzZ0qdp4aGBrZs2YJhw4Zh//79mDx5MnMsPz8fHh4eMDExwYoVKyqyKTWeEydOwN/fH1ZWVjA0NKyQPGfNmoWdO3eif//+GDlyJGRkZPDq1StcuXIFjRo1QseOHRnZ6OhouLi44OfPnxg1ahSsra0BADExMVi3bh1u3ryJa9euMfJGRkZYu3atUJnlrXtsbCwcHBxgbGyM5cuXo7CwELt27YKjoyPu3buH5s2bM7IPHz5E9+7d0aJFC2zatAmfP3+Gr68vXr9+jStXrpRYTnZ2Np49ewYXFxeYmpqCzWYjMjISXl5euHv3Lk6cOAEAKCgowMCBA6GlpYWNGzfi/Pnz6N+/P+Li4qCmpgYASE5OxsqVK3Hq1CnIyNBlI4VCoVBqAIRCqaEsX76cACBfv34Vedzc3Jw4OjqWq4w///yTACAhISFiZfbt20cAkKCgoHKVVd3w+rOiyMjIIH/88QdxdnYmmpqaBAA5dOhQheVPoVQ2Li4uREdHh/z48UPoWFJSksB3AGT69Oki8wkICCAAyPXr15m03r17E01NTZKYmMik+fr6EgDk8uXLFVL/ygQAWb58eYXlFx8fT3JzcwkhhPTp04eYmJiUK7/ExETCYrHIpEmThI4VFhYKXL8fP36Q+vXrEz09PfLixQuRea1atYr57ujoSMzNzctVP3G4uLgQTU1NkpKSwqQlJCQQFRUVMnDgQAHZ3r17EwMDA5KWlsak7d+/nwAgwcHBZSp/xowZBAD58uULIYSQFy9eEADkw4cPhBBCMjMziaKiIrl69SpzzoQJE4irq2uZyqNQKBQKpTKg20kovzTDhg0Dm81m3kqJ4sSJE6hXrx569+5dhTWr+aSkpGDlypV48eIFLCwsqrs6FIrUvHnzBubm5tDQ0BA6pqurW668d+3aBS6Xi9mzZwMAPn36BG9vbwwdOrTUseTw4cNgsVi4desWZs2aBR0dHWhoaGDKlCnIzc1FamoqRo8eDU1NTWhqamL+/PlCFlaZmZmYM2cOjI2NIS8vj+bNm8PX11dIjsvlwsvLCzo6OlBVVUW/fv3w+fNnkfWKj4/H+PHjoaenB3l5eZibm+PgwYMS9YehoSFkZWUlkpWEd+/egRACe3t7oWMsFkvg+u3duxfx8fHYtGkTzMzMhOT19PSwdOnSCqtbSURERKBHjx6oV68ek2ZgYABHR0dcvHiR2SqSnp6OkJAQjBo1irGIAIDRo0dDRUUFp06dKlP5vG08vO0z2dnZAABNTU0AgJKSEhQVFZGVlQWgyHLk+PHj2LRpU5nKo1AoFAqlMqB2gZRfGkNDQ3Tt2hVnz57F7t27IS8vL3A8Pj4eN2/exOTJkyt0AV4XMDAwwJcvX6Cvr4+YmBi0a9euuqtEoUiFiYkJoqKi8PTpU7Rq1apC8zY1NcWKFSswb948jB07Frt27YKMjAy2bNkicR4zZ86Evr4+VqxYgTt37mDfvn3Q0NBAZGQkGjRogDVr1uDy5cvYuHEjWrVqhdGjRwMACCHo168frl+/jgkTJsDS0hLBwcGYN28e4uPjsXnzZqaMiRMn4tixYxgxYgTs7Ozw999/o0+fPkJ1SUpKQseOHRnfIDo6Orhy5QomTJiA9PR0eHp6lrfLpMLExAQAEBAQAHd3dygpKYmVPX/+PBQVFTF48GCJ8y8oKEBKSopAmoKCAlRUVAAU+eP4/v27RHmpq6sz8weXy4WioqKQjJKSEnJzc/H06VN07NgRT548QX5+PmxsbATk5OTkYGlpiQcPHkhUdm5uLtLT05GdnY2YmBj4+vrCxMQETZo0AQA0a9YM6urq8Pb2xqxZs3Dq1Cmkp6fDysoKQNGWnRkzZjDyFAqFQqHUCKrXEIRCEU9ZtpNs27aNtGzZkigqKhINDQ1ibW1Njh8/XmI5hw4dIgDImTNnhI7xzL8jIiKYtOjoaOLk5ETq1atHFBQUiKmpKRk3blyp7TExMSF9+vQh169fJ9bW1kRBQYG0atWKMUE/c+YMadWqFZGXlydWVlYkNjZWKI+wsDDi4OBAlJSUiLq6OunXrx95/vy5kFxERASxsbEh8vLypFGjRmTPnj1it5McPXqUWFlZEQUFBaKpqUmGDh1KPn78WGp7+ImOjqbbSSi1jmvXrhEOh0M4HA6xtbUl8+fPJ8HBwcy2B34g5XYSQgjJy8sjlpaWREtLiwAge/fulahevDHJ2dmZFBYWMum2traExWIRDw8PJi0/P58YGRkJjIWBgYEEAFm9erVAvoMHDyYsFovExcURQgh5+PAhAUCmTZsmIDdixAih7SQTJkwgBgYGAtsgCCFk2LBhRF1dnWRlZUnUNkIqZjsJIYSMHj2aACCamppkwIABxNfXV+R2EU1NTWJhYSFxvo6OjgSA0GfMmDGMzLt370TKiPrw3xetW7cmzZo1I/n5+Uwal8slDRo0IADI6dOnCSH/3VM3b94Uqp+7uzvR19eXqC1+fn4CdbGxsSGPHz8WkDlx4gRRVFQkAAiHwyG+vr6EEEKOHz9O9PT0BLazUCgUCoVSE6DbSSh1hv3792PWrFlo2bIltmzZghUrVsDS0hJ3794t8byBAwdCQUFB5JaSEydOwMTEhDFZTk5OhpOTE96/f4+FCxdi+/btGDlypEhP+KKIi4vDiBEj4OrqirVr1+LHjx9wdXXF8ePH4eXlhVGjRmHFihV48+YNhgwZgsLCQubc0NBQODs7Izk5Gd7e3pg9ezYiIyNhb2+P9+/fM3JPnjyBk5MTIzdu3DgsX74c586dE6qPj48PRo8ejaZNm2LTpk3w9PREWFgYOnfuLOCtn0Kpi/Ts2RNRUVHo168fHj16hA0bNsDZ2Rn169fH+fPny52/jIwM9u3bh+/fv6Njx46YNGmSVOdPmDABLBaL+d6hQwcQQjBhwgQmjcPhwMbGBm/fvmXSLl++DA6Hg1mzZgnkN2fOHBBCGKeQly9fBgAhueJWFYQQnDlzBq6uriCEICUlhfk4OzsjLS0NsbGxUrWtIjh06BB27NiBhg0b4ty5c5g7dy5atGiB7t27Iz4+npFLT0+HqqqqVHmbmpoiJCRE4DN//nzmuL6+vtBxcR/+7XbTpk3DP//8gwkTJuD58+d4+vQpRo8ejS9fvgD4b3sH729x60CgyCKEd7w0unbtipCQEAQEBMDDwwOysrLIzMwUkBk+fDji4+MRFRWF+Ph4zJkzB1lZWViwYAF8fHygoqKCFStWoFGjRmjTpo3IuYRCoVAolCqlenUoFIp4pLXE6N+/f5mdsbm7uxMFBQWBN04vX74kAMiiRYuYtHPnzhEAJDo6WuoyTExMCAASGRnJpAUHBxMARFFRkXGsRgghe/fuFXqDZ2lpSXR1dcm3b9+YtEePHhE2m01Gjx7NpLm5uREFBQWB/J4/f044HI6AJcb79+8Jh8MhPj4+AvV88uQJkZGREUovCWqJQantcLlccu/ePbJo0SKioKBAZGVlybNnz5jjkMASIzw8XOTxks4VBc8S486dOwLpvDGR31koIYSMGTOGqKioMN+dnZ2JsbGxUL6pqakEAJk7dy4hhJApU6YQNptN8vLyBOTS0tIELDGSkpJKtTY4e/asxO2rKEsMflJSUkhQUBDp3bs3AUAcHByYY2WxxKgsx56EELJ48WIiKysrYB2xZMkSAoCcO3eOEFJxlhjF8fHxISoqKoxjT3EsXbqUWFlZkYKCArJ//36ir69PwsLCyF9//UVkZWXJ69evy1Q+hVJX4B8jKRRK1UMtMSh1Bg0NDXz+/BnR0dFSnztq1Cjk5OTg7NmzTBrPMmPkyJECZQDAxYsXkZeXJ3U5LVu2hK2tLfO9Q4cOAIBu3bqhQYMGQum8t6tfvnzBw4cPMXbsWGhpaTFybdq0Qc+ePZk3qgUFBQgODoabm5tAfi1atICzs7NAXc6ePYvCwkIMGTJE4M2qvr4+mjZtiuvXr0vdPgqltiInJ4d27dphzZo12L17N/Ly8hAQEMAcl5eXF/v2m+cEUUFBoULrxOFwJE4nlRg6mWcRNmrUKLHWBqIcbFYl9erVQ79+/XD58mU4Ojri1q1b+PDhAwDAzMwM//zzD3JzcyusvIKCAiQmJkr0KV6uj48PkpKSEBERgcePHyM6Oprp42bNmgEo8jkEgLHQ4OfLly9lDvU6ePBg/Pz5E0FBQWJl3r9/jz///BNbt24Fm82Gn58fpkyZgm7dumH8+PGwtbXFyZMny1Q+pXbx5MkTDB48GCYmJlBQUED9+vXRs2dPbN++XUCO5ytHFKdPnwaLxUJ4eDiAonDvLBar1M+vxrVr1zBhwgS0atUKHA6HccJbHgoLC/G///0PHTp0gJaWFlRVVdGsWTOMHj1apAVxUlIS5s6dCzMzMygpKUFZWRnW1tZYvXq1gHVuly5dxF63ly9flrve9+/fR69evaCmpgZVVVU4OTnh4cOHImUjIyPh4OAAJSUl6OvrY9asWYyD5JLIzs5m+ltdXR0qKiqwsLDA1q1bhdb3z58/R6dOnaCqqgobGxtERUUJ5bdp0yaYm5sjPz+/TG2mSA917Emp1fBPdAsWLEBoaCjat2+PJk2awMnJCSNGjJBocd27d29oaWnhxIkTGDt2LADAz88PFhYWMDc3Z+QcHR0xaNAgrFixAps3b0aXLl3g5uaGESNGiDT7LQ6/YgEocvgGAMbGxiLTf/z4AQDMYrx58+ZCebZo0QLBwcHIzMxERkYGsrOz0bRpUyG55s2bM8oOAHj9+jUIISJlAVBHppRfFp4zRf4HSBMTE7x69UqkPC+d52yyujExMUFoaCgyMjIEtlHwFpe8epqYmKCwsBBv3rwRGFuKt5MXuaSgoAA9evSoghaUDxsbG9y4cQNfvnyBiYkJXF1dERUVhTNnzmD48OEVUsanT5/QsGFDiWSvX7+OLl26CKRpamrCwcGB+R4aGgojIyMmekqrVq0gIyODmJgYDBkyhJHLzc3Fw4cPBdKkgaeIS0tLEyszd+5c9OvXj6lfQkKCgNLE0NBQYLsOpW4SGRmJrl27okGDBpg0aRL09fXx6dMn3LlzB1u3bsXMmTPLlO/AgQPFOop9/PgxNm7cyLzI+ZU4ceIE/P39YWVlVWYlZXFmzZqFnTt3on///hg5ciRkZGTw6tUrXLlyBY0aNULHjh0Z2ejoaLi4uODnz58YNWoUrK2tAQAxMTFYt24dbt68iWvXrjHyRkZGWLt2rVCZ5a17bGwsHBwcYGxsjOXLl6OwsBC7du2Co6Mj7t27JzBXPXz4EN27d0eLFi2wadMmfP78Gb6+vnj9+jWzbVIc2dnZePbsGVxcXGBqago2m43IyEh4eXnh7t27zIvMgoICDBw4EFpaWti4cSPOnz+P/v37Iy4ujokclZycjJUrV+LUqVOQkaGP1lUF7WlKjYX3VrOkt5/8bz5btGiBV69e4eLFi7h69SrOnDmDXbt24Y8//sCKFStKLEtWVhZDhgzB/v37kZSUhI8fP+L169fYsGGDgByLxcLp06dx584dXLhwAcHBwRg/fjz+/PNP3Llzh/FcLw5p3qwClf92lcVi4cqVKyLLL60tFEpth/dwWfytH0/Zx79YcnFxwfbt23H//n1mcQcUhao8fvw4LC0toa+vXzUVLwUXFxfs27cPO3bswKJFi5j0zZs3g8ViMSFee/fujcWLF2Pbtm3YuXMnI1c8ggqHw8GgQYNw4sQJkZFcvn79Ch0dnQqpe15eHt68eQN1dXXGGkEUiYmJ+P79O1q2bCmQnpubi7CwMLDZbOZBycPDA9u3b8ecOXNgbW3NWDvwSE5Oxr59+6QKs8rziSEJpYWg9vf3R3R0NHx9fcFmFxnIqquro0ePHjh27BiWLVvGKKOOHj2Knz9/wt3dnTk/KysLHz9+hLa2NrS1tQEUhcCuV6+e0L194MABABCKesLj+vXruHz5ssDbVD09PYHvL168wIABAyRqO6X24uPjA3V1dURHRwuFoU5OTi5zvm3atEGbNm2E0jMzM7F69Wqoq6vDz8+vzPnXVtasWYP9+/dDVlYWffv2xdOnT8uVX1JSEnbt2oVJkyZh3759Ase2bNmCr1+/Mt9TU1MxYMAAcDgcPHjwQCgUtY+PD/bv3y+Qpq6ujlGjRpWrjqJYtmwZFBUVERUVxYSiHjVqFJo1a4bFixfjzJkzjOzixYuhqamJ8PBwRqFgamqKSZMm4dq1a3BychJbjpaWlpA1ioeHB9TV1bFjxw5s2rQJ+vr6eP36NV69eoUPHz6gQYMGGD16NLS1tREVFcVYOC9evBidO3cusTxKxUOVGJQaC+9t4atXr4QsFbKysvDp0yehAUNZWRlDhw7F0KFDkZubi4EDB8LHxweLFi0q1dR75MiR2LNnD/z9/fHu3TuwWCyxb+06duyIjh07wsfHBydOnMDIkSNx8uRJTJw4sRwtFg9/XxTn5cuX0NbWhrKyMhQUFKCoqIjXr18LyRU/t3HjxiCEoGHDhkKLegrlV2DmzJnIysrCgAEDYGZmhtzcXERGRsLf3x+mpqYYN24cI7tw4UIEBASgc+fOmDJlCszMzJCQkIDDhw/jy5cvOHToUDW2RBBXV1d07doVS5Yswfv372FhYYFr164hKCgInp6eaNy4MQDA0tISw4cPx65du5CWlgY7OzuEhYUhLi5OKM9169bh+vXr6NChAyZNmoSWLVvi+/fviI2NRWhoaKnhRh8/fsw4S42Li0NaWhpWr14NoOgh39XVFUBRWOsWLVpgzJgxOHz4sNj8Pn/+jPbt26Nbt27o3r079PX1kZycDD8/Pzx69Aienp7MA72mpibOnTsHFxcXWFpaCrxljI2NhZ+fn8A2P0lQUFAok1XKzZs3sXLlSjg5OaFevXq4c+cODh06hF69euH3338XkPXx8YGdnR0cHR0xefJkfP78GX/++SecnJzQq1cvRu7evXvo2rUrli9fDm9vbwDAsWPHsGfPHri5uaFRo0bIyMhAcHAwQkJC4Orqim7dugnVraCgAJ6enpg3b56A1eDgwYMxf/586Ojo4MOHD3jy5AmOHz8uddsptYs3b97A3NxcSIEBALq6uhVe3rRp0/Dq1Sv4+/uXauV0+PBhjBs3DhERETh16hT8/PyQl5eHoUOHYvv27cjKysKsWbNw4cIFAMCkSZOwfv16AaVeZmYm/vjjD5w6dQrJycnMw++cOXME5LhcLhYuXIhjx44hJycHXbt2xa5du0TWKz4+HsuWLcOlS5eQmpqKJk2aYM6cORg/fnyp7a8o6wse7969AyFEpDUyi8USuIZ79+5FfHw8jh8/LqTAAIoUmdIoectDREQEevXqxSgwgKLtdY6Ojrh48SJ+/vwJFRUVpKenIyQkBF5eXowCAwBGjx4NLy8vnDp1qkxKBd42ntTUVOjr6zMvUjU1NQEUhcNWVFRktpHGxsbi+PHjePLkSVmbTCkr1eqRg0IpgaSkJCInJ0cGDhxICgoKBI5t3ryZACCBgYFMWvHQf4QQMm/ePMJms0l6enqp5RUWFhJTU1PSrl07YmBgQLp06SIk8/37d4GQh4QQ8uzZMwKA7Nixo8T8eSFWiwMRTv944fs2btzIpFlaWhI9PT3y48cPJu3JkydlduwZFxdHOBwOGTFihFCbCgsLRfanOKhjT0pt5MqVK2T8+PHEzMyMqKioEDk5OdKkSRMyc+ZMkpSUJCT/+fNnMnHiRFK/fn0iIyNDtLS0SN++fYUccBZH1G+8JHiOPYs7EBbn7HjMmDFEWVlZIC0jI4N4eXkRQ0NDIisrS5o2bUo2btwo9FvPzs4ms2bNIvXq1SPKysrE1dWVfPr0SaTTuqSkJDJ9+nRibGxMZGVlib6+PunevTvZt2+fxG0S9REVupQ/TRTp6elk69atxNnZmRgZGRFZWVmiqqpKbG1tyf79+4XaSQghCQkJxMvLizRr1owoKCgQJSUlYm1tTXx8fAScOlemY8+4uDji5OREtLW1iby8PDEzMyNr164lXC5XpHxERASxs7MjCgoKREdHh0yfPl1oPrt+/brQ9YqOjibu7u6kQYMGRF5enigrKxMrKyuyadMmIUeuPHbu3EmMjIxIZmamQHpeXh6ZPXs20dbWJiYmJuTIkSPl6wRKrcDJyYmoqqqSJ0+elCpb0hgnLgQ1P4cPHyYAyKRJkySqG288sbS0JL169SI7d+4kv/32GwFA5s+fTxwcHMiIESPIrl27SN++fQkAgfu2sLCQdOvWjbBYLDJx4kSyY8cO4urqSgAQT09PgbJGjRpFAJARI0aQHTt2kIEDB5I2bdoI/eYSExOJkZERMTY2JitXriS7d+8m/fr1IwDI5s2bJWoXj4pwfpyQkEAAkD59+gj9potjZ2dHFBUVxY5DxXF0dCRmZmbk69evAp+MjAxGpqCgQOi4uA9/WHM5OTmBNS0Pd3d3AoBERUURQgi5desWAUD8/f2FZB0cHIiVlZVEbeFyueTr16/k48eP5OzZs0RfX5+YmJgw4+TPnz+Juro6mT17Nnn//j3ZsGEDkZGRIe/fvyeEEGJvb884y6ZULVSJQanRrF69mgAg9vb2ZP369WT79u1k+PDhBABxcnISUG5YWVkRFxcX4uPjQw4cOEDmzJlD5OXliaurq8TlLV68mFlY79+/X+j45s2bSdOmTcn8+fPJ3r17ia+vL2nevDlRU1Mjb9++LTHv8ioxQkJCiIyMDDEzMyMbN24kK1euJDo6OkRTU1Og7EePHhEFBQXSoEEDsm7dOrJ69Wqip6fHTLr8rF27lgAgdnZ2ZMOGDWT37t1k/vz5zANPaWzfvp2sWrWKTJ06lQAgAwcOJKtWrSKrVq0iqamppZ5PoVAoFAql5nHt2jXC4XAIh8Mhtra2ZP78+SQ4OFjggZNHeZQYL168IMrKysTc3JxkZWVJVDeeEsPZ2VlAYWlra0tYLBbx8PBg0vLz84mRkZFANLvAwEACgKxevVog38GDBxMWi0Xi4uIIIYQ8fPiQACDTpk0TkBsxYoSQEmPChAnEwMBA6AXQsGHDiLq6usRtI6TiIjiNHj2aACCamppkwIABxNfXl7x48UJIriwRnCRVSEvy4b83WrduTZo1a0by8/OZNC6XSxo0aEAAkNOnTxNCKi6Ck5+fn0BdbGxsyOPHjwVkTpw4QRQVFQkAwuFwiK+vLyGEkOPHjxM9PT0BJTil6qBKDEqN59ixY6Rjx45EWVmZeXO1YsUKkpOTIyC3d+9e0rlzZ1KvXj0iLy9PGjduTObNmyfV4MKzqpCXlxeweOARGxtLhg8fzrzd0tXVJX379iUxMTGl5l1eJQYhhISGhhJ7e3uiqKhI1NTUiKurK3n+/LlQnjdu3CDW1tZETk6ONGrUiOzZs4d5i1ucM2fOEAcHB6KsrEyUlZWJmZkZmT59Onn16pVEbRI3Kb17967U8ykUCoVCodRM7t27RwYMGECUlJSYuV1HR4cEBQUJyJVViZGdnU3atGlDFBUVydOnTyWuF0+JcerUKYF0T09PkVZsbm5uAmGnJ0+eTDgcjpBVU1RUFAFAtm/fTgghZM2aNQQAefnypYDcvXv3BJQYhYWFRENDg0yePFnIyoBX11u3bkncvopSYhQUFJAdO3YQKysrgfVZt27dyOfPnxk5DocjEJa6NBwdHYmpqSkJCQkR+PCHJc/OzhY6Lu7z/ft35rzdu3czCpFnz56RJ0+ekKFDhzJhqY8ePUoIIeR///sfAUDu3r0rVL/ffvuNqKurS9SWxMREEhISQgICAoiHhwextbVlrD34+f79O4mKimJCnGdmZhIjIyNy4MABUlBQQLy9vUnDhg1J69atpQo5Tik7VIlBoVAoFAqFQqFQRMLlcsm9e/fIokWLiIKCApGVlRV4YJVEiREeHi50bMqUKQQA2bt3r1T14SkGim/l472s4T1o8hgzZgxRUVFhvjs7OwsoNXikpqYSAMz2gClTphA2my20BSstLU1AiZGUlFSqtYE0D7YVpcTgJyUlhQQFBZHevXsTAAJKi7JYYlTWljtCiqyieUoLnnXEkiVLCABy7tw5QkjFWWIUx8fHh6ioqJAvX76UKLd06VJiZWVFCgoKyP79+4m+vj4JCwsjf/31F5GVlSWvX78uU/kUyaGOPSkUCoVCoVAoFIpI5OTk0K5dO7Rr1w7NmjXDuHHjEBAQgOXLlwMA5OXlS4wkB0DIuXpAQAD27t2LIUOGYPLkyWWqlzQR30glR3sDiqJojBkzRqSMqIgsVUm9evXQr18/9OvXD126dMGNGzfw4cMHmJiYwMzMDA8fPkRubi7k5OQqpLyCggKBCCgloaWlJVCuj48P5s6di2fPnkFdXR2tW7fG4sWLAYBxRM+LXsUfCp3Hly9fyuwodfDgwViyZAmCgoIwZcoUkTLv37/Hn3/+iWvXroHNZsPPzw9TpkxhHCYfOXIEJ0+erDJnqL8qVIlBoVAoFAqFQqFQSoUXnpf/4dHExERk9DTgv8hovChrAPD27VtMmjQJDRs2FAr/WRWYmJggNDQUGRkZTPhiAEwoYV5dTUxMUFhYiDdv3giE3C7eVh0dHaiqqqKgoKBMUYuqGhsbG9y4cQNfvnyBiYkJXF1dERUVhTNnzoiNyictnz59KjXKDA9euHN+NDU14eDgwHwPDQ2FkZEREz2lVatWkJGRQUxMDIYMGcLI5ebm4uHDhwJp0sBTxqWlpYmVmTt3Lvr168fULyEhQUBpYmhoiPj4+DKVT5EcdnVXgEKhUCgUCoVCodQcrl+/LtJ64fLlywAg8FDv4uKCO3fu4P79+wKyqampOH78OCwtLaGvrw8AyMvLw7Bhw5CVlQU/Pz+oq6tXYitE4+LigoKCAuzYsUMgffPmzWCxWOjduzcAMH+3bdsmILdlyxaB7xwOB4MGDcKZM2fw9OlTofIktUiQhLy8PLx8+VKkBQI/iYmJeP78uVB6bm4uwsLCwGaz0aRJEwCAh4cHDAwMMGfOHPzzzz9C5yQnJzMhsSVFX18fISEhEn0sLCxKzMvf3x/R0dHw9PQEm1306Kquro4ePXrg2LFjyMjIYGSPHj2Knz9/wt3dnUnLysrCy5cvkZKSwqSlpKSIvL8PHDgA4D9lXXGuX7+Oy5cvY8OGDUyanp4eowADgBcvXjD3O6XyoJYYFAqFQqFQKBQKhWHmzJnIysrCgAEDYGZmhtzcXERGRsLf3x+mpqYYN24cI7tw4UIEBASgc+fOmDJlCszMzJCQkIDDhw/jy5cvOHToECO7bNkyREdHo1u3bnj9+jVev34tsvwBAwZAWVm5Utrm6uqKrl27YsmSJXj//j0sLCxw7do1BAUFwdPTE40bNwYAWFpaYvjw4di1axfS0tJgZ2eHsLAwxMXFCeW5bt06XL9+HR06dMCkSZPQsmVLfP/+HbGxsQgNDcX3799LrNPjx49x/vx5AEBcXBzS0tIYxYGFhQVcXV0BAPHx8WjRogXGjBmDw4cPi83v8+fPaN++Pbp164bu3btDX18fycnJ8PPzw6NHj+Dp6QltbW0ARVYP586dg4uLCywtLTFq1ChYW1sDAGJjY+Hn5wdbW1up+lhBQaFMVik3b97EypUr4eTkhHr16uHOnTs4dOgQevXqhd9//11A1sfHB3Z2dnB0dMTkyZPx+fNn/Pnnn3ByckKvXr0YuXv37qFr165Yvnw5vL29AQDHjh3Dnj174ObmhkaNGiEjIwPBwcEICQmBq6srszWEn4KCAnh6emLevHlo0KABkz548GDMnz8fOjo6+PDhA548eYLjx49L3XaKlFSzTw4KhUKhUCgUCoVSg7hy5QoZP348MTMzIyoqKkROTo40adKEzJw5kyQlJQnJf/78mUycOJHUr1+fyMjIEC0tLdK3b18h55viwnMW/5QU4Yzn2LN4FBKeY8+vX78KpI8ZM4YoKysLpGVkZBAvLy9iaGhIZGVlmdDy/CFbCSmKsjFr1ixSr149oqysTFxdXcmnT5+EQqwSUuTgc/r06cTY2JjIysoSfX190r17d7Jv3z6xbSneJlEfUaFL+dNEkZ6eTrZu3UqcnZ2JkZERkZWVJaqqqsTW1pbs379fqJ2EEJKQkEC8vLxIs2bNiIKCAlFSUiLW1tbEx8dHINJfZTr2jIuLI05OTkRbW5uJSLh27VrC5XJFykdERBA7OzuioKBAdHR0yPTp04Wizly/fl3oekVHRxN3d3cm2qCysjKxsrIimzZtEnLkymPnzp3EyMiIZGZmCqTn5eWR2bNnE21tbWJiYkKOHDlSvk6gSASLkEr0dPMLU1hYiISEBKiqqoLFYlV3dSgUSi2DEIKMjAwYGhoy5pMUICcnB7m5udVdDQqFUoHIyckJOX6kUCgUCkUcdDtJJZGQkABjY+PqrgaFQqnlfPr0CUZGRtVdDQBFppTe3t44duwYEhMTYWhoiLFjx2Lp0qWMsjYxMRHjxo3Do0ePMHDgQGzbto1RwvA8ovv5+WHYsGFMvlu2bMGWLVvw/v37EsvPyclBQ0VFJFZaCykUSnWgr6+Pd+/eUUUGhUKhUCSCKjEqCZ6343fv3kFLS6uaa1O15OXl4dq1a3BycoKsrGx1V6dKoW2nba+otqenp8PY2FjAc3p1s379euzevRtHjhyBubk5YmJiMG7cOKirq2PWrFkAivY729jYYN26dVi0aBFOnjyJESNGMHkoKChg6dKlGDRokNR9lZubi0QAD49ehmJ7+4psGqWO8+CBZHLLlzvj1as7iIuLg46OTuVWigIASL99G8YuLsjNzaVKDAqFQqFIBFViVBK8t5KqqqpQU1Or5tpULXl5eVBSUoKamtov+TBL207bXpHUpO1okZGR6N+/P/r06QMAMDU1hZ+fH+7du8fI/PjxAz179kTr1q3RqFEjpKamCuQxfPhwnD9/Hvv378e0adPKVA9VJWUoqv5a4ypFMmJiRKcrKUl2fqNGbfHq1R3Y2toiMTGRbuWqCirJeSOFQqFQ6i50dqZQKBSKRPA8s/NCsD169Ai3bt1iwtABRV7qZ86cCXl5ecTGxmL06NECeaipqWHJkiVYuXIlMjMzy1SPiEfRZW8EpU4SEyNegSENeXlcAEUhEQsKCsqfIYVCoVAolAqHKjEoFAqFIhELFy7EsGHDYGZmBllZWbRt2xaenp4YOXIkI2NjY4P4+Hh8+vQJkZGRUFFREcpn2rRpUFBQwKZNm8pUj7Er52L27Angcrllbgul7lARygseTk4TAQDq6uq/nEUZhUKhUCi1BarEoFAolUpuLrBhA5CfX901oZSXU6dO4fjx4zhx4gRiY2Nx5MgR+Pr64siRIwJyMjIy0NfXF5uPvLw8Vq5cCV9fX6SkpEhdj+3z5+PcueMYObIXsrLKZs1BqRtUpAIDAMzMbDFz5gGkpaXBwcEBz549q9gCKBQKhUKhlBvqE6OaKSgoQF5eXnVXo0LJy8uDjIwMcnJySjTHlZWVBYfDqcKaUaqD2FhgwQKgRw/Ayqrqy//jDyAhAThwoOrLrmvMmzePscYAgNatW+PDhw9Yu3YtxowZI1Veo0aNgq+vL1avXg1TU1Opzh3dpw8sXV3h7NwL48cPwIkTV6nvAkoFUuSH5vbt2xg5ciRiY2Pp/UWpUmgoaQqFUl7qeuhqqsSoJgghSExMFHJ6VxcghEBfXx+fPn0q1SmhhoYG9PX1a5TzQkrFkpVV9Dc7u3rKf/EC+PKlesqua2RlZQk9zHE4HBQWFkqdF5vNxtq1azFw4EBMnTpV6vMdHBxw9Oj/MGjQIDx//hitWllKnQeldlPRVhg87O3dkZz8HkFBm/Ho0SM0adIECxYswOTJk+lcRal0aChpCoVSEdT10NVUiVFN8BQYurq6UFJSqlMLo8LCQvz8+RMqKipi314RQpCVlYXk5GQAgIGBQVVWkVKF5OQU/a0uJUZODkBdJ1QMrq6u8PHxQYMGDWBubo4HDx5g06ZNGD9+fJny69OnDzp06IC9e/dCT09P6vN5jkGnTx+B2bOXo3//oVKdz+VycePGNQCAo6MT5OXlpa5DQsJn3L8fBWNjU1hatpP6fAB4+DAanz69h7W1LQwNjaQ+/1drR0nKi5SUz3j5Mgp6eqZo2rRs7YiPf4mGDS2wc+dzfP36EVeu7IaHhwfu3LmDAwcOUAtCSqXCCyX96ehRqLVvXy11SIT47YD86BdTtUh6XnlJTEzAgwd3YWTUAK1bW5cpjydPYvH58wdYWraHgUF9qc/ncrm4fftvAIC9fbcyjbsVTfHrUSZKiEcde+UKBpw8CfNGjRD7/j0UCMGoNm2w/d49rO7aFTMDA8tfvoQ8ffoUv/8+DzExkWhkYoJj27fDvHlzsfKfExLwIy0Npg0aQE5GRqrrFRQcjNGzZiEqKgotW7bElStXMGzYMJw5cAA9OnWqiOYwFBYWVojlX/q9ezD+7bc6HbqaKjGqgYKCAkaBUa9evequToVTWFjI/GhK+iEqKioCAJKTk6Grq0sXhnUUnvKCp8yoarjcIr8clPKzfft2LFu2DNOmTUNycjIMDQ0xZcoU/PHHH2XOc/369bCzsyvTubzIJ8rK8pg6dRjevv0HXl7LJDqXy+XC3b0bYmIiAQA2NnY4ffo65OTkJC7/+fPH6N/fHpmZPwEAf/zhCw+POVK1YfduX6xaNQ8AoKKiisDAW2jZso3E51dUO2bN+g3Kyqp4+vQB5s1bWePaIYnVxbt3j7FwoT2ys4uux7hxvhgwQLp2XLiwHceOLUF2dgYUFVWxbt0tzJlzDNbWvbFly2jcvn0b27ZtQ69evaTKt7rIy8tDUlISUlNTceHCBSxevBiWlpbYsWMH2rRpA1VV1equIkUMakpKUKum65MJyUJYZ0INBvgi8L2yqQnjLiEEqqpqUivOK5Oi61AB94uYeNSfU1Jw6tkzgMWCVY8eGNasGWbOnAlzXV3IstlYev06/Jo0webjx9GzZ8/y16ME7t69C2fnXjAyMsGpvXsxoHdvyMiU/Ejbkk/B8QUGyAcE7t2S+JGaCjk5ObRq1QoqKioYOnQoRo0ahbcfPkDNxaU8TRGAy+ViyJQp2LhsGZo1bly+zCSNK16LoZs8qwGeDwylX+AGKw1eH9Q1vyCU/+ApMarTEoMqMSoGVVVVbNmyBR8+fEB2djbevHmD1atXS/zAHB4eji1btgik2draghCC9+/fS10fc3NzAEBsbCyWL1+OjRv/wNChPfHjx/dSz71z5ybzwAwAMTGRCA8Plqr8PXt8kZPz3429bt1iqbbWFBYWYv36Jcz37Ows7NnjK1Udbty4Vu52nDlzDHFxLxEdfRvZ2Vk1qh3ShE4NDPQFl5sNNpsDU1MLxMRckrodhw7NRXZ2BgCAy81CYGBRO7p0GYmNG+9CRkYX/fsPxKhRq7FgQen3WVUzdeojdOmyHCwWGywWC3JycjA2Nkbr1q2xePFiAMDDhw/h4OAALS09uLjsACGkmmtNqc18gQHzqQpqwrhbl6ynJeVhSAh2x8QgNScHixYtwvTp02FvbIxZV66g4N/+f/3tG2aPGlXpY4qn53yYmjbBhQtRcHd1LVWBURye8kLSe7aelhZyc3Px9u1bJq1P9+44duaMUFvL0/ZrN27g/LVr6DJ4MBL/tVSniIdaYlQjv+IgWBzaB3WfmmCJQbeT1E1u3boFRUVFsFgsLF++HE2bNsWoUaNgbl4PHTp0QNOmTZGeno7nz59DTU0N379/B4fDQdOmTWFqag5NTS2JFB51na9fE0t0wlzRiFJKxMWJTpPGml5DQw/Nm3fAhw9P8f79I8jISG6NIglNm9rA1fU8rlyZhVOn1kFZ+SCys4OxbVvTCi1HWn78+IGMjAx4eAThypVZUFTUKibBRuPGTujZcx3k5Ire1ObmZuD+/f24cmUmunZNQXi4d5XXm0KprVSUyX9tom/z5tjQsyfmh4TAqH599G/eHEcGDIDlnj3I/Xf+yC0sxNPkZIy2tMSm0FDo6OhUSl3evHmFsWOnQ1lZBUBGmfKQ1AoDANz79sXqLVswffp03LhxA2w2Gx6enujduzdiHj1CXl4epi5ahPgvX/Dtxw+sXbQIC2bMKPMzzpekJHxKSIC+rm6Zzv9V+LV+gRQKpcqhlhiUykJDQ4PZ18pisTBy5EjmWMuWLfHy5UucP38ecXFxsLa2xtChQ+Hm5gZZWVns2fMnfvz4zmxjMze3hKOjk1Tle3jMhaLifxZ1CxeukWphy2azsXDhGua7oqISPDzmSlUHR0cn2Nj8tx3HxsYOXbo4S5WHtO3gWUfwPrGxbIwc+V875OSU0KnTXCG5kqwq2rZ1gpnZf+0wM7ND27bStaNLl9/w/v0TZGWlAwB++0366/Hbb/+1Q15eCW5uRdcjNrboo6SkhUGDjmH69GeQkZHHX3/ZYfLkaKnqWVHcvn0bo0ePho6ODkxMTHDlyiy0bOmOuXOT4OS0kZGTk1NGz57roa9vAS2tRtDSagR9fQv06bMDXbp448aNFWCxWIiNja2WdlB+TRITE5BdhoVBTRh3CwoK0K+fPQwNWTA0ZOH165dSnV/RSPNAXiKlmL3Ns7fHyxkz4NK0Kc69fAnbAwcwxdoabBYLcv/OpSNbt8bZFy/QsH59JCQkVEy9iiEjI4O8vKpb2MnJyWHX2rW4desWE1K+TZui7Udfv31D54ED8fj5c3z78QMAsGjtWkSVwfO0k6Mj7GxsAIDJiyIeaolBoVAqlZqgxKCWGL8OzZs3x9y5czFx4kQAQHR0NOTk5GBhYSEgx3tD4uDQHbdv/41nzx5iwQIP+Prul9g0tWXLNggPf14uh5geHnPQsWPnMjvElJeXx+nT15ktJF26OEvlDwMovR2SrMUGDJiDVq06IynpPczMbKGtLV07ZGXl4eNzHQ8eFLWjbVtnyMpK146GDdtg587n5XLsyWvHnTvvYWRkix8/jCBqLamhYYLx42/hxIm+OHKkO/LzL+PgQQeJy8nJycG+ffvQqlUreHhswuvXlwAAQ4eeRWZmMr5+PYTw8HAhh2yZmZm4ffs2fv99N16+DIS6egP06OELHZ2WUFBQh4GBNTgcGdjZzYGJSWekpha1Q11d9PXo3HkpY4XRo8cQfP8uwiSGQqlgcnJyEBf3Eh06SO8UsSaMu7Kyssy4q66ugaZNzaSugygqTBlRiTTX1sb54cOR+PMnZl25gj+jojDU3Bz+z57hwvDh6Nu8OfZER2PqpUuQ37oVWL++wuvQsGFThIcHY/78VRWetzi62ttj1KBBmDtnDkxMTKCtrQ0A0FBTQ8jJk3j38SOaNWoE1zFjkJqejhZNpbfQk5eXx/XTpxEcHg4WiwVCCLVYLwGqxKBITJcuXWBpaSm0p/3w4cPw9PSsk+FiKeWnuraT+Nz0gY6yDrjcyTXSEmPbNsDQEBg8uLprUrd48eKFwKTfrp3oBe7u3bthYWEBW1tbcLlcHDx4EDNnzsSbN6+wadNfaNq0hUTlGRoawdDQvVx1trRsV+aIIEDRWyInJ9dy1UFUO6R9kdS0absyRwQBAFlZObRvX752aGsbwcFBsB3SGxi0g7l56e1QUqqH334LgZ+fK44c6YY3bxbiwoW5UFMT7dwwMzMTp06dQkBAAK5cuSJSxt9/IPO/oqIiFi1aBHd3d6irq2Pp0qUIDAxEdnY21NUbwM3tCNq0GSX2LXT9+u1Qv37J7WCzOXBzO4LAwDHQ0mqCFSuA5ctFyz59+hQqKiowNTUtMU9K7aYqfFsoKCjAwaFbmc+vK+NubVBaiILFYsFAVRUBQ4ag+fbtUO7QAfrfvmF3TAz6NGuGtgYG4LBYsNyzB3+8eIFJ589XWNmEEKSlpUJXV7/K+2+ztzfef/qEwYMGwbFjRygrKaF1ixZQVVFBpw4dcPriRZzauxep6enQ1NAoUxlycnJwdZLOKvRXhSoxKBRKpVJdIVYvx12GkZoRcnJqphLj8GHAzIwqMSoaSd9aeHh4MP/Ly8tj6tSpaNGiBbp27QpHx5ZYtmwjPDzm/LJvQcpgCVtjqMpdEfLyKhg1Khjh4d6IjNwIff1d8PFZgnHjxkHj30XsnTt3sGPHDpw/fx4/f/5Ely5d4OXlhdDQJBgYWMPEpBNUVQ2hpKSDjIwEfPwYgdu3N0JBQQMHDhzA2rVrwWKxYGxsDDu7P2Bm1h/16jUDm10xEb1atRqGwMAxUFBQBwCsWAFYWARi7dq1sLGxgYWFBXr37o3WrVsDAJo0aYLbt29Dl+7XrnNUlXPOX5UarbQobdC3shI5uCrKyODrrVvY1qkThgQEIDguDr2aNsWTadOw+uZNTL5wAcqDBmHEmTMVUs3Y2Fg8e/YQixZdrpD8pEG7Xj38b9s29Bw2DOevXcPKefOgqqICAJi5dCn2/O9/6NGpE0L8/au8br8iVIlBqVDCw8Mxf/58PHv2DLKysjA3N8eJEydgYmJSpfXIK8iDx0UPrO62GgaqdFKuTqrLEoObzy36/OvYkxCgJj2PpqUBmZnVXQsKP126dMHevXsxZcoUrFo1D1++fMbChT5QUlKu7qpVKbVJgVET3DjIyMihR481aNduGm7cWIk5c+Zh7twFaNlyEH7+TML799ehrW0Ga+s5sLAYA01NUwDAoEHCeWlqmkJT0xQWFr8BAAoLC/D48TFkZ3+HldUkyMurVEr9e/XagqtXPZGXl4Xv3+OQklK0x//evXtC8nFxcRgzZoxYaxJK9cKviJDmoZkqMCqXGq3AKAdOjRvDNzIS7/61xvYKDgaHzUbPxo1xbOBAcFgsjAkMxNfevTHr8uVyvxi4fv06FBWV4ODQHcC38jdASho2aIDXt28jJycHioqKTPrzf/4BAIRGRODN+/doTC3WKh2qxKBUGPn5+XBzc8PEiROxd+9eyMnJISYmplreZH5O/4yDDw+iX/N+6G/Wv8rLp/xHdfnEyMnPAbeAi5ycIgVGQQEgZRSuSiU9nSoxaiKTJ0/G9evXcfLkSRw4sBX370chKOi21CHcaiu1QYFRExQXolBXN0K/fvvg6PgHnj3zx6NH/4OMjCIGDfKDubl7mSwn2GwOLC3HVEJtBenQYRYA4OpVz2Lly6BLF29oa7eAsrIuZGQUcOnSVFy9GgwfHx/Ex8dj5cqVzP5wSvVSXBHB+17aAzRVYPziSDrwi7DG2ODkhJFt2mBcYCAA4GVKCvr7+SFi/HhYGxrir/79oausDM+rV3Hf0hKHYmMZh9pl4cOHD2jYsInUvp8qEhaLJaDAAAD/PXtgYGkJAIhPTKRKjCrg11iV1QKy8rLwMqXqvRubaZtBSVapdEEJSE9PR1paGvr06YOGDRtCTU0N5ubmFZK3tGTkFoVc4hZQj47VTXUpMbgFXOTkcRmnnlwuVWJQJMPPzw8tW7bEjRs3EBYWhsjIcHTu3KO6q1Xp1GQFRk1VXIhCXd0IdnZzYGc3p7qrIjEsFgsdO/4OS8txKCzMh5JS8TCtRWRlfYOBgRXS0+OxdOlSAICenh6Wi3OkQakySlJEiFNmUOUFRWpEKDIs9PVxZ+JETL5wAUcePUJ2fj5GnT2LFzNmQJbDga+zM2wMDTHy7Flo2Nlh6507ZX7BmZ6eDlVV9SqzbMnLy0P0w4d49eYNvn77hozMTKgqK0NRQQG9u3VDk4YNAQD6uro4snUrLoSEoFXz5lVSt1+dGrSk/7V5mfIS1vusq7zc+5Pvw8rAqkLy0tLSwtixY9G7d2906dIFvXr1wtChQ2FgUPWTZAb3XyVGPlViVDfVtZ0kJz8HObkFIKToe24uoFxDdgVwuUX1+fmzumtCEceyZcuwdOlSGBsb48aNa3VWiVGTFRdA7VJe1AUUFEQ7JQWAwsJCXLw4Fc+fB0Bd3QQdOvyOu3e3IigoiCoxqhFpFBFUaUERoiyTgAhFhpyMDA65uSEmIQHPvn5FEy1BReiw1q2RxuXC4+JFNO3TBzMvl82nxbdv36CjKl+mc6UhPz8f63fuxLa//kJySorAMU0NDWRmZWHWsmXo3LEjtq5ciZ+ZmXBydMRo9/I5nKVIDlVi1BDMtM1wf/L9ailXUtTU1JCWliaUnpqaCnX1Iodghw4dwowZMxAUFIRTp05h2bJlCAkJQceOHSuszpJALTFqDtVmiZHPRU4OYb7XJOee6elFf6klRs2G50zx58/E6q5KpVBTFRhUcVEzSU//hOfPAwAA7dvPgK3tbNy9uxUPHjxAVlYWlJQqxqqzslm7di3Onj2Lly9fQlFREXZ2dli/fj2a8709zcnJwZw5c3Dy5ElwuVw4Oztj165d0NPTY2TOnz+PuXPngsVi4c8//0Tfvn0BAO/fv0fDhg2ho6ODN2/eQFVVlTnH0tISbm5u8Pb2lqiu1IJCOs6d88Pt239jzZqd1brdoNZQnknA6t8XoHwDNovFwpEBA3Dr40d42NgInTLFxgbPv37F/LAw9P/4EQ0aNJC62Hfv3sG+bdsyV1sScnJyMHflSuw8fJhJk5WVRV5eHgBgxtix0G3cGBwOB+t8fND232giKsrK2L56NcYMGfLLOgWvSqgSo4agJKtUYRYRlUXz5s1x7do1ofTY2Fg0a9aM+d62bVs0btwY3t7esLe3x4kTJ6peiUEtMWoM1bqdhM/6g1uDbgWqxKg9dOjQAadOnUJ+fn6d8otRExUYNVF5UdH9JGJdX2tQV28AF5edSEv7gPbtZ4DNZmPIkNM4dWowvnz5gsaNG1d3FSXixo0bmD59Otq1a4f8/HwsXrwYTk5OeP78OZT/Ndfz8vLCpUuXEBAQAHV1dcyYMQMDBw7E7du3AQBcLhfTp0/HoUOHQAjB+PHj4eTkJPDgnJGRAV9fX6xYsaJM9UyBNni77qnSQjLOnDmKv/++gq5deyEvLw+ZmRno128oVFXFWxhVFV9gULOce1bU4FZMmWFtaAhrQ0OxsiubN8fOkSNx6NChMllw2dnZ4cqlS8jMyoJyGRWn+fn5ePLiBZK/fYOCvDySU1Jg0bIlmv07hi1au5ZRYKipqmL25MlY8vvv2LR3LwIuXsRBf3/Ef/kCLU1NdGjbFk0bNkT7tm2RmJyMcV5eCLl5E7vXrYManwKTUvHUnRUZpdKZOnUqduzYgVmzZmHixImQl5fHpUuX4OfnhwsXLuDdu3fYt28f+vbtC1VVVSQkJOD169cYPXp0ldeVZ4mRk1/FexgoQvAUCdWynaSwZlpi8AyaqBKj5jNmzBhs3boVERGh6Nq1V3VXp0KoaQqMmqa8qMz+EZW3OMVGafWoaoUIi8VC+/bTBNK+fn0BDQ0NNGrUqGorUw6uXr0q8P3w4cPQ1dXF/fv30blzZ6SlpeGvv/7CiRMn0K1bNwBFVqYtWrTAnTt30LFjR3C5XHA4HFj+68hPRkYGXC5XQIkxc+ZMbNq0CdOnT6fhaKuIv/46h5iYSNjaOsLFpT0eP76PvXs3oaCgAL6++9GunX2dUkaXicoa4ERYZggdA6CurAyPXr2wevVqzJ8/X8hBZmksXLgQR48exd6jRzF7yhSpzr3y99/Yefgwrt++jaxib9bUVFURHxsLFWVlzJs6Ffo6OtDX1cXgvn0ZZcn86dMxf/p0AED8ly/YefgwLoWFIe7dO/x9+zbiIiPRs3NnTFmwAKEREejUoQPGuLvD9V9LDUrFwq7uClBqD40aNcLNmzfx8uVL9OjRg3lDGRAQgF69ekFJSQkvX76Eu7s72rVrBw8PD0yfPh1TpBxkKgLGEoNuJ6l2qsMSgxCC3ILcGm+JkZUFFBZWb10oJdO2bVuYmJhg925fxMW9qu7qlJuaosCIjf3vU93ExAh+qrt8SetRXfXlJyXlJVq1alWrTad522S1/t3Df//+feTl5aFHj//84JiZmaFBgwaIiooCULS9dty4cTAwMIChoSGmTp0qsG0EAIYPH44mTZpg5cqVVdQSiry8POztu4LNZmPPHn94ef0BJSVlvHv3GoMGdcHOneuru4rVR1UNGFZWJX8HcPvFC7DZ7DIplBo3boyudna4GBoKQkjpJ/zLvQcP4DJqFL4kJWHFypW4ffs2Pnz4gJcvX2L62LFIz8hAQUEBAMBQXx8LZszAmCFDxFp71DcwwJpFi/AoNBRfnzyBno4O7Pv3x/Fz5+D7xx/o5+aGM5cuod/Yseg5dCiOnj6NQrrgq1B+cXWkaCTZL/mr0q5dO5FbSoAiD+Xnzp1DYWEh0tPToaamBja7evRkjE8Mup2k2qkOx5485VVu7n/3X02yxOApMQgp6p+a4nCUIpq+ffti586d6NzZDHFxmbVm739NpLqVFtX90F8ZFG9TVVpoZGYmoUkTnaorsIIpLCyEp6cn7O3t0apVKwBAYmIi5OTkoKGhISCrp6eHxMT//OMsX74cnp6eYLPZQgoMoMhyZd26dXB1dYWXl1et2W5TVzA1bYx581Zg3rwViIwMx+DBXfHXX9uQkpIMT8+lqFev9t63NR4Rigseb758wcN371C/fn3IysqWKfsx7u4YPm0afHfvxrxp00o/AUBkTAwUFBQQ/fChwLNJaGgodh4+jAXTp0NdrWzbjpSUlBB5/jzW79yJvUeP4lJoKC5dugR7c3McPnUKEffuITQiAqEREdizbh1ev3sHfV1daGtp4fk//0BeTg6NTU2r7ZmptkKVGCKQZL8kpWZDLTFqDtVhicFTXuXyXf6aqMQAiraU0GGlZuPt7Y0DBw6Ay+XC3b0rTpwIhrq6hkTnPn/+GHv2+AIAPDzmomXLNlKVTQjBqVNH8Pffl2FkZAovr2VQUZFun+3PnxnYvHkVHj9+DxsbF3TrNkbqN+fv3j1GYGBRO9zc5qJhQ+nacf8+wcOHR/D69WVoaJjC0XEZ5OWlaweXm4EbN1YhNfU9mjZ1gaVlUTukUUykpz/GmzdF7WjceC7U1KS/HhERR5CbexkcjimUlZeBzRZsR2lKhPz8DPzzzypkZ7+Hrq4LjIykvx4ltUNcf/DXixDJrsebN6EoKOCiWbM+QscyMr4gISEGTk7DpKp7TWL69Ol4+vQpbt26VabzeU7NxeHs7AwHBwcsW7YMJ06cKFMZksL7nX/+/B7durlgyBDp76uaMF5lZKTj8OFdSEpKgKVlOwwaNKrc7bCz6wJPz6XYsmU1/vprG8LDg3Ht2oNStzJkZ2fj7NnjGDlyolTl1zSCw8MRFhCAZUOHQlVKJXxGVhZW+fvjfXIyXGxsMKZbN6mvx+N37+AbGAgAmNO/P1qZmKBQWRk/f/6EioqKVHkBwLCpU/H01SvMX70aPTt3huW/CsiSePXmDYwNDYUUBdu2bYOhvj7WLl5cejueP4fvnj0AgLkeHmjTsiVzrGGDBmhiasp879NHeMxs26oVmjk44PMXYd8ojU1N0d3BAZu9vemLEgmhSgwRlLZfklLzoZYYNYfsbIDFqmIlBs8Sg8v5L60G3QrFlRh1mZ07d2Ljxo1ITEyEhYUFtm/fjvbt2wMAXr16hfHjx+PDhw/w8PDA0qVLq7m2otHW1sbOnX4ID7+KY8f24dKlMxgxYkKp5yUkfEb//vbIySm6+a9eDUR4+HMYGhpJXPapU0fg5TWOWXi9fPkEx49fkar+kye74+bNEADA7dtF0SW6dx8r8fkpKZ+xcKE9uNyidty5E4idO59DW7vkdvBbXTx8eARBQePAYrGhr98WaWkf4e5+Uqp2nDrljrdvi9rx/HkAPnyQg5HRCInPz87+jNu37VFYWNSOpKRAODo+h6Ji6deDpxjIyjqC9PRx4O3Gzct7Ai2tKyJleRRXajx75on4+GMoLMzHly9F18PYeGylt4O/XvHx/vj0aT2+ffsHAJCc/ASjRgnfV2/fhuLt21CRSoz9+zsgLy8Ls2fPlrjuNYkZM2bg4sWLuHnzJoyM/us7fX195ObmIjU1VcAaIykpCfr6+lKXs27dOtja2mLevHkVUW2x8P/OL1wouq+GDh0r8fk1ZbyaMmUI047CwkIUFBSUuR0aGlpwcuoHDQ0t6On952zy7dt/kJgYj4YNm5SYl6ysLAYNGiVV/WsaB0+exKS5cwEATz58wBUJI+PwcF+/HiGPHgEAAv51bDu2e3eJz/+ckgL7hQuR/e8iLPDOHZxfuhSuq1fDzs4Oa9euhYuLi9SKEW9fXxzy98dyX18EHjok9vz8/HycOn8ex86cwfSxY4WOf/z4EcpKSqWW//3HD9j374/sf82KA69exfPwcBjxOTGdOGIEWpmZQVtLC5rq6sjKzkZqejrqaWqiiakpOBwO7j14AL/AQBjo6mLxsmXo2LEjUlJSsG/bNuw7dgz7jh2Dc5cuOL1/P1ToG64SoUoMCSi+X1IUXC4XXL6npPR/n1Ly8vKYkDw88vLyQAhBYWFhndwfxdujxmtjSRQWFoIQgry8PHA4nBJlpSEtp+iaZedlC/V/ZcIrqyrLrCmIa3t2tgw0NIq2k+Tl5VdJXTKyi5RYudz/JqWsrHzk5Um+f1IapL3uP36wARTd76mpeRB1Wl24h/z9/TF79mzs2bMHHTp0wJYtW+Ds7IxXr15BV1cXM2bMwKhRo9C+fXt4eHigW7dusLOzq+5qi0RDQxPv3r0GABQWFkh0TmzsHeTl5TL7bH/+zMD9+1EwNJQ8jvzff18Gm81mxtLw8GAUFBRIPF4WFBTgxo1rzLjMZrMRE3NZKiXGy5dRyM7+yXzPzs7Ay5dRcHAQ347i20Zev74MFosNAwMrJCc/x5cvsRg06DjYbMnaUVhYgDdvrgEgAFjQ0uqCxMRAqZQYP35EoaDgv3bk52fgx48oKCqKb0dxhURu7mUUKTAK//0eDEIKwGKJbwd/HtbWBfj06RBkZNShptYCLBYbKSlhUikxytKO4iQmnkVKyj+Qk9OBikozfP36FYWFBULXo1u3VejWbbXQ+QUF+UhP/wQAaNKk5AfBmgYhBDNnzsS5c+cQHh6Ohg0bChy3traGrKwswsLCMGjQIABFCtePHz/C1tZW6vLat2+PgQMHYuHChRVSf1GI+p3//fdlqR7+79+PQmbmf/dVWcarsLCKH6/K2g5NTS2cOBGM1q2LwnF27NgZysoqaNasJdas2VmqAgMocthaUY5AqyMySXB4OI74+zPXI/jBA6mvx7WHDwWux+WYGKmUGFEvX+In31usjOxsfE1Lw/XVqzHn4EH07dsXgwYNwsmTJ6XqaxkZGezaswdubm4wbNsWXWxtsdTTE1oaGoi4exdx79/jzv37uHn3LtLS0zHE1RWLfHwE2ubr64tHjx5J5CBUU0MDGa9fiz2enpEBv8BAcHNz0djEBE0bNmS2pxBCMHnePKRnZKDpv06QvyQnw97eHm3btsWrV6+wZcUKmDdvjtVbtiA4PBztevdG5PnzePD0KSJjYqCuqgpTY2P06dGDbjv5F6rEKAVR+yVFsXbtWpFhtK5fvy5kFiQjIwN9fX38/PkTuTXJxr2CycjIKFUmNzcX2dnZuHnzJvLzK+4BN+5jXNHf93G4fPlyheUrKSEhIVVeZmWTyE2Epqwm5NnyJcoVb3tWlit0dLKRni5XZdcigZtQ9E/+f3W9fTsGXG5SpZYr6XV/8KAFgGb/nhOFjx9/CMlkZWVVZNWqhU2bNmHSpEkYN24cAGDPnj24dOkSDh48iIULF+LHjx+wtrZGmzZtYGhoiNTU1OqtcAk8ehSDqKgbaN3aCn36DJboHCMjE6ira6JRo2b/KjTyYGxsKlW5Rkb/ybPZbOjr15dK4cvhcKCvXx9JSQnMQlZPr2EpZwmip2cqURoPUX4v6tVrBkPDdoiPvwsWiw01NSOJFRgAwGZzoKZWH4RoAGDh+/ebaNx4rsTnA4CSknCdRaXxELUtg8Phl2eDw2lcogKjOPfvc8Bm10d+fgJSU6MAsKGpaS/x+YD07RCFomKRfG5uEr5//woFhfqIjS1qB7/lCIcjes86hyMDFosDQgqQlpYm5D+iJjN9+nScOHECQUFBUFVVZfxcqKurQ1FREerq6pgwYQJmz54NLS0tqKmpYebMmbC1tS1zuHgfHx+Ym5tXWmQMUb9zY2PpfufGxg3RsWNn/PPPc3z/nvJvmqlUeZibW+Dy5TMAyj5ezZnjjU2bVuDIkQtYtGhaGdphCgC4evW+QP2bNzfHo0eJkJdXqNCXZjWZsIgIsP594GWz2aivpSX19ahfrx4Svn9n7quGenpS1cFUhLypnh5smjZF+Jo1CLh9GyP//BPNjIzgNmIErK2t0bNnT4ki+vTv3x8RERG4ePIkTl+6hHa9eyOHywUhBOpqarBp0wazJ09G727d0K53b4Fz4+PjGcXiYBFbP4pTmqXGAh8f7Pnf/wTSju3YgZEDByI1LQ0HRGwnGztqFGw7dcLevXuFjn399g25eXnoOWyYwAvhrStXYtbE2r29qaKgSoxSkHS/5KJFiwRMKtPT02FsbIyuXbuiXr16ArI5OTn49OkTVFRUoKCgUCn1rk4IIcjIyICqqmqpP/qcnBwoKiqic+fOFdoXW49vBdIBXQNduLi4VFi+pZGXl4eQkBD07NmzzA6LaioNtjbAArsFmN5uusjjotqelwcUFrJhZKSIp09ZVXYtniY/BV4AKPhPidGmjQ1cXCrPEkOa6371KhuqqgQZGSxYWNihWzfheqXz7zmpheTm5uL+/ftYtGgRk8Zms9GjRw/Gw//KlSvRo0cPZGdno2/fvnB2dq6u6pbIjx8/sG7dYhQWFuLt29eQly9ZkcfD0rIdpk6dh3XrFkNX1wCzZi2GpWU7qcr28lqGly+fIDb2Llq3tsLSpRukrv9ff53FxImDkJgYD0tLJwwdukyq85s2bYdx43xx9GjRnuHffluDpk1Ft0Oc4057+wX48uU+ABZUVetj6NCzUtUhJgZo0yYQ0dFu4HIToKPjhKZNpWuHhkY7tGjhi1evitrRvPkaaGiIboc4vxLKysuQn/8ShYVFv09VVV+p6gAAmppn8ePHIBQWxkNOzgk/fy5DTIzkDjmlaYc4mjVbhoyMJ/j6NRgKCvVhY/Pf9bhzJwPJyZfRqVN7aGqKfoBMTn4OQoosjLKysmqVEmP37t0AgC5dugikHzp0CGP/NTffvHkz2Gw2Bg0aBC6XC2dnZ+zatavMZTZr1gzjx4/Hvn37ypxHafD/zh0dneDlJd3vw9LSBk5O/fDy5VPY2nZBz559pR6vxo2biXv3biE8PBj6+vXx11/S/c4BYPbsPzB79h8AgAsXoqCqKp2zRUvLdkhIED3XKylVj3l+dVhhAMAyLy/MWroUN+/cQX0tLZzlm48l5eyiRRi0di3iv3+Hk6Ullg0dKlqQN4AVGzzbNW0K33HjsPjoUQDAmt9+Q7umTQEUKQaGODjAWFsbR/7+G6dOnsTmzZthYmKCAwcOCEQIEoeDgwMcHBwwf+VKbNy4EWZmZujdu3epShDes1kXOzt0tLYutZzSGNa/P85fu4YEPue/R06dwsiBA6GpoYGzf/2FP/fsgXnz5sjLy4Oaqir2HD2Kx8+fo03LlujdtSsc2rdHs0aNcD0yEnY2NtDT0UFrMzM8ev4cCgoKUFRQQKcOHcpd17oCi0gTn+YXY8aMGQgKCsLNmzeFzA1LIz09Herq6khJSRGpxHj37h0aNmxYJ5UY0kQnqay+aL+/PaITojG45WAEuAdUWL6lkZeXh8uXL8PFxaVOKTEIIZBZJYMlnZZgZVfR4eJEtT0jA1BTA3r2BEJCgIICoCqs4GISYtBufzvgyTDgjB8A4ORJQNzcW16kve6//QZERwOvXgFBQUC/fsIyvDEkLS0NamX0mF2dJCQkoH79+oiMjBQwwZ4/fz5u3LiBu3fvAijaipeeng4dndI9xTN9cuMG1KrIP9Hdu3cxYsQIvH37lklTV9fA5s2H0KuXm0R58N6ilMcEVBoTYHHcvVu+PCRpR2nRR0RtWSiN4gqF0rZvlAYhRe1gsUS3QxJHoeWtQ2l5SKLQKK0dZa3D8+dz8PbtJtSvPwpt2x4VWZd378Jx5EhX5vujR4/Qpo10TiB5pN+8CXVHx1o71lU0vHHuzZkbULSVfpwr71hRU8arukJ1KTD4KSgoAOfBA8mExQw+ZbqmfIOpRPeVjQ3i3r3DWE9P3I6ORo8ePTBjxgz06dOnwq2Yvnz5AkNDQxzesgVjhgypkDx/Zmbiyt9/42dmJjpYWcHEyEhsiFYAePH6NTbt3YuV8+bBQIyFS2FhIVgslvTOn6OioD5oUJ0eV+mmGhEQQjBjxgycO3cOf//9t9QKDEr1Qx17VixZeVkoJIX4mfuzdGE+eNsgNTWL/lZVmFXmuvNtJ6lpjj0NDIr+r+uOPUtDXl5eIgVGdXD69GnY2toKKDAAIC0tFePHD8C0aSOwbdsaXLkSWKL/HzabXe49rBXxQFDePCqiHdIqMERRXuUBi8Uu14N/RdShtDwkUaRUVjtUVMwhK6vF+OkQva1GTuB7Tf0N/4rUhN85VWAUURMUGMC/10MSzWgJMmW6pjY2TJ6l3lf/yjVp2BARgYE4tXcv0r99g5ubGwwMDNCrVy8cPXq0wraef/jwAQBgYiS549rSUFFWhrurK8YNG4aWzZqVqMAAgBZNm2K/r69YBQZQ1G/SKjB+FagSQwTTp0/HsWPHcOLECWa/ZGJiIrKrMrwCRSRZWcC/flZLhIZYrVjSuUWm05m50j1x834yPJ+4VaXEyMn/t6B8BbDZRcZmNcn9THo6wHNyX1eVGNra2uBwOEhKEvRDUlYP/1XNjx8/4OnpyZjJs9lsdO3aG/XrN4CsrBzj6PPPP70xYcIAPH/+GECRdRm/c7yahKTbFSg1g5gYyZQZFU2DBuPh7PwN2tr/Oe/j1YMQgpSUf5CQUJQwb14yCgsLYcDTylIoFAA1R4EhQEmTQGVOEDxlhrgyiqWzWCy4u7ri7qVLiLl6FVNHjUJBVhZGjx6N5k2aYPbs2QgLC0NBQQHu3r0Ld3d31K9XDy0bNMCSIUOE1h3FSU5OZixEk1NScC08HJ/i43Hq/Hms+PNPbDtwANsOHEDcu3cV0nxK5UB9YohAkv2SlOph0SLg5UsgOLhkOWqJUTYyM4F164DlywF+yz1ef/7MK58lRlXpARnlVYE85BUICvJZNcoSIy0NMDMDFBWBnzXzebfcyMnJwdraGmFhYXBzcwNQZBYZFhaGGTNmVG/lJKB79+6Ij48HAJiYmKBZszY4cuS8kNzu3b5YtWoeZswYiX/+ec6kd+3aC1OmzEHnzqXv6a1LWFmVvqVEWmxsqudhvqbAa3t1K6FiYgBDw1js21dUkbZtx0NZWQf0JSGFIkiNVGDUFKQcyKzbtIH1v1vVHjx5gm1//YWAf31nyMvLg8vloln9+hjXowcSvn3DzsuXsevyZZw8c0asn60HfFtrhnp4CBzjcDgoKCgAm82Gl7c35k+bhoUzZjCRRig1B6rEEEFNdRNSWAiwWPilFwzv3wOfPpUsQwhhtj0wb+R/UVaEr0Ank07o1rCbRPJRUcDq1cDIkUUP2Tx4lhhl3U5S1ZYY/20nUYCcfCEK2OwaZ4mhpgaoqNRdSwwAmD17NsaMGQMbGxu0b98eW7ZsQWZmJhOtpKaSkJAgsMj58OEDMjMzoaGRDUVFRSady+UiNLTIcd0//zxH//798fXrV2hra+Px48cYNqwnWre2YhxyamhoMvNLdZmHVoVCoLIUGUDVKDNqqtKkJigzPn+2YP7v23dP9VWEQqlBUKVF1dC2dWsc2rIFhBDcuX8ft86eRRtTU/SwsGC2u2wYNw5jtmyBa9++8D91CgMGDBDKx9nZGTdu3MDjiAi0b9sWHA4HyYWFMDU1hZmZGfLz88H98AFb9u/Hsg0b8L/Tp/EkLAxavDdylBoBVWLUIv75B1BX/28vfVXi6uqKvLw8XL16VehYREQEOnfuXC7HXpLy/TtQWhRGnv8GDQWNCt9O8iTpCVrotIAMu3b8dA48OIDMvEyJlRg8q4DiVgu87TnSKDEKSSFefvkEwKTKLTH4t5PIyhZChl3ztpOoqQHKynVbiTF06FB8/foVf/zxBxITE2FpaYmrV69CT8oQbVXFx48fsXnzZhw4cEDoWEpKCn7+/AlFRUVkZGQgJiYGPj4+TKSVhQsXYu3atYx8QUEBDh48iAULFuDJk1gEBBxBnz6DUa+eDu7cuYmQEAmdrFUCVakQqGiqqu41VZEBCNarqhUabLYMzM2349mzmVi1Sg7du38CUHF7yimUmg5VWFQ/LBYLtjY2sBVxTFtNDYGLF2PUpk1wHzwYu/fswaRJk4TkOnfujM5iHITLyspCtkkTLPX0hLKSEmZ7eyMpJYUqMWoY1CdGDYMQIDGxyOqiOLm5lfcQ+DHtIz6mfRR7fMKECQgJCcHnz5+Fjm3bsw1W1laVrsAAJFNi8LY+aCtpV+h2ktScVLTd2xaX/rlUYXmKos+JPlh9c3WF5JWTnyOVNQrvgbq4EqMsPjFC34Zi1KmiiYNniVH8/vW86omQNyES55lXkAf/p/6lWksxyqt8ecjKF0BOruY59lRXr/tKDKAoytOHDx/A5XJx9+5ddKih4cEIITAxMcGWLVvw819tno2NDV69egU1NTXIyMjg4MGD8PT0RJcuXdCtWzeEhYUx5xcP58bhcDBp0iR8//4dnz59wogRkxAY6Ie//tqGZ88e4vbt61XaPlFU5gOwlVXl5Q1UzcN7SVu4awo8vxlVqXAxNh7D/P/48cSqK5hCqUQM8EWiT62lupzsVAOyMjI4MWcOJjs7Y/LkyejduzdWrFgBPz8/ZEqz6OJ7a6wgYWj10vgC6j+ooqBKjBpGdjbw+bPoffIFBUBeXuWUm5Ofg+w88RqSvn37QkdHB4cPHxZIz8jIwOWgyxgyagiePPkBd/eR0NPTg4GBAZo3b45Dhw6VWjYhwJo1pSsngCIlRnZ2yW/VeVYD2kraFWqJEZ8ejwJSgJSslArLUxRx3+Pw+vvrCsmrtOtaHLGWGLnSW2Ik/kxEYV5RuFFR20kIIdgfux9h78JEnC2aS08iMGzGS7z59qFEOQFLDLkiJUZNscTgcos+v4IlRm2CxWLh77//xvr167Fw4UJERUUhOjoazZo1w5QpU5Cfn4+FCxdi69atiOXbK9G9e3fs2bMHs2bNEpu3kZERDh/eCTe34ejXryjOr7t7txqxdbGyFRmVqcyoKgVDbVBmAFWn0JCRUYWenisA4Pv325VbGIUiAeVRNtR65YQo+AcDSQaF2jDAFaeUNnE4HOyaOhWn5s/H97dvsXfvXowYMQLNmjXDxIkTERwcjOzsbBw5cgTvSnDgGXj1Knp17YqGDRpUSLXr3L1WjdQOm/hfCF7kIFGWGIWFlafEKCSFKCTiQwTKyMhg9OjROHz4MJYsWcLs5/Y/5Y+CggL0HdgXq+Yvw/Pnz3Hp0iUoKCggMTERXL6nYW4+Fxm5GdBW0hbIOz8f+N//gA4dgD59xNeRkCIlBlDkGFFcRDd+S4xPaaU40JCCxJ+JAIDMvMp96vzstwiPWmYDbuXPKyc/B9n5kisxxFlilGU7SQY3A8gr8h8gajtJOjcdWXlZTN6SEBWhCNxYjthH/6BJd/FyjAVOgTxk5Aogw6k5SoyMf5vL84lRVx171ka6du2Krl27CqWvXbsW+fn5+Pz5M3r27InJkycDALy8vLBhwwaJ49efO3cC8fGFOH/eHwBw6tQRDB06Fl++xCM6+jYsLGxgYtKo4hokIZW9daIyfGTwqGpfGVVVVnmJianc5xILi8O4dq0eCgp+IiEhAYaGhpVXGIUigtIeBnnHxb35rpMPk7VhcKoIpGinu4MD3B0cAACvExKwyt8fkdeu4a+//hKQy8nJgbwIa4sPnz9jhAi/GpTqhyoxaghZWUVRN9LSgPj4InNzlkIaVORUwGFzUFhYdJxdwXv7zcwAJaUiJUZBYYHQ8bScNLxPfY82em3+z955h8dRXe//M9urVl1Ws+Xeuw22Mc2AbQymhF5C/SZAgCS0BIfeQol/CYEQSCNxAoSWQCCYasAGbIp7b5IsW1Yv2/vs/P64O7Oraskdovd59Ejanblzz713due89z3ncM011/CrX/2KpUuXapVbFv1tEbPmzcLqtFJbu5sRIyYyZcoUvF4vY8aMaVMTeq9vL+6wuwOJoRI2TfsQOASDKdvd7m5IjF4qMV59FdauFWqQ7lDrF194vU1u2VuEtx9HTbj78lA9QTwRJ56I9yqcpCslxv4k9vRGvBBvS2KkKzHU8fRGvT1us6FB/N6xMwHdkRhyBAkJJW7BYIpjkg9tOInPB+vW5TFv3r6PVUsE9ykxvj3Q6/X8+te/BoSCSCUxHnzwwR4TGCqKilIJPW+55WpuuaVtktNTTpnHHXc8yPDhY4jHY9jtjgPsfc9wOIgMOHxkxqEkHNLJgaPZZziUiUBNpmyOO+5LvvhiGsXFxbz22mucf/75B/9CfehDO/SWfEgnM76TxIWKo/nD6GDgINg3tKiIv99yC4qi8PX27Wzes4drnnoKgCVLljCvk4c4nU5Hw74clP2Aoij88YUXaGpp4cfXXovT4SCRSLTxm/rQPfpIjKMEW7fC5MntX3Ud8uuuWiUeLhNKAlnpSGKE42FiiRgJJcGIESOYMWMGzz//PCeddBI7d+7k888/57nXniOeiHPeeTfw85+fx6RJqznhhBO48MILmZlkP+NynNZQKwoKiqK0ycyvKqr39RmhqjAg5Qh2Bk2JYe1ZToxFi2DJErjnHlHysitoSoxe5IXoLRRFIRF24G848LZU2w+KEmM/wkl80aQSQ0rgcokP5XQlRq0vSWJEek5iNNaLj6xdld1/yIfjYTLMGXjiZvTmOGbDoVVivPqqxAMPTOPnP+94D7WHN2muSmLso5x5H44yRCIRiouLOf3003E4ek8wSJLEqFGj2Lw5VY714Ycf5rTTTmPLli3cf//9zJ0rvE6z2cwFF1yAx+Ohvr6ezZs3YzKZmDhxIg888ACDBh130OyCb2/lknS0d9gPNeHQ/npHox9xqFQZWVnHMmDAj6iq+j3XX389p5xyClnfksR3y5Yt41e/+hWrVq2itraWN954QysFDeK7+L777uNPf/oTbreb4447jmeffZahQ4dqx6xYsYIbbrgBt9vNPffcw7XXXqu9J0kSZrOZbdu2MWDAAO31c845h8zMzA6huX049OgjML6lOAS2SZLEscOHc+zw4Zw7bRrnP/44Z555JosXL2bu3LnacbW1tVTu3s3Qyy8/qNf3+nz87OGH+cM//gFARVUV/YuLefr551n53nuUlZYe1Ot9V9FHYhwlGDFCEAoNDcKZz82L08R2Ch2FZFmziEZh505x7ODBcJDyy2hlNFUlRnuCQQ0xkRUZPXquvfZabr75Zp555hn++te/MmjQICZNn0Rclpkx43TeequK6ur/8u6773Laaadx4403snDhQppDzSgoWlsGKbX0eqrESCcxusuf0VMlRmOgkYSSYO3aAiIRUV50VjdFPFSn+1CGk0TkCEQyiDRmoCi9K6cbioW4/I3LeeLUJ7j8jMHctkA41AdTiRGRI8QT8R5VZ/FFfBC3ojfGsFrFgm1DYiSVGL0JJ2lpEjk2dld2f/1IPJIkMSzoHTFMHFolRmurRCKhIxKR93lvticx+pQY3y5YLJZOExz3BiqBcfXVV/Pss89qEtZjjjmGyy67jI8++ojy8nLKy8v55JNPyMnJYdSoUZx33nnEYjFef/11Zs6cyfz587nttscYNmwUieQH6YHs4siyzJQp+gN6ZpRlWSt11xW6U2UcDDsSCRmdrmMfekNoKIqMJHVvR2dQr6EkvzslqXd2pPdrf/uQDrWN/SUy9mXH2LHPUFBwJmvWXMbpp5/Oxx9/jM1mO5AuHxYEAgHGjx/PNddcw/e+970O7z/xxBM89dRTLFq0iIEDB3LPPfcwZ84cNm/ejMViAUTC84ceeojCwkKuuOIKZs+eTWma8yFJEvfeey+LFi06aP0+WPf5vu7Rw9HG/uA7TUT0Buk39MqVBzwfR+W62o8vov2xI3P7dt4/+2zO8Ps576yzePWCCzjjxReTXRB9mHnMMb3uS3tUVFWxYtUqYrEYdz/xBHtrU2s5JyuL+//f/wPg7Kuv5pgJE3jg9tsp6tfvgK/7XUafZuUogc0mHuxGjhTEwqjRMGJskDHjo0yaBOPHi9dHjIAxY1IJ0w70R33WSCgJFBQCQaUNQaCRGMlQkwsvvBCdTsdLL73E3//+dy678jIkSSIui/ezsvK4+OIr+eMf/8ivf/1r/vjHP6IoCo3BRs3xbR+2sj9KjJbWBFG58611X9SHhCTIHznaZfK8n7z3E6544XZqasT/S/aRX7IuIJQYBxJO0hRs4txXzu3ScfeE/BCzk4jY9zke7bGkcgn/3vJvvtq9hi+/hLXrhN29Sey5LyUG9FyJ4o16IWZFMoYxGkGvbxdOkqbE2LhRJLTdF9xNwtnbu9vS7XHheBib0QayBZ0xdsgTe6p5LnpSPUglMdTqJH05Mf73sGDBAv70pz/x/PPPd4jBNRgMzJ07lxtvvJFf//rXrFmzho8++oi//vWv/OxnP+Ouu+5i1apVvPjii2zevJlTThnHE0/cy+DBdgYNsvLcc/+v1/3x+31ceulc+vc3MnlyKQbDN71uY8eOb7jxxtH84AeDuO++uYRC+17Y7ZN+fvHFQh55xMojj1hZvrz3dkQiPv7xj7k8+KCRX/+6lL17u7ajq2Sdbvc3fPRRCe+8Y+Srr+YSj/f+Bt216zm++OI43n8/m/Ly3tkxZQpMmOBDludSX2+koaGUWKz38xGLfUNDQwn19UZaWuaSSPh77ROUly/k3XetvPuutVs78vNP59hjP+Trr1dz9dVXt8mFdbTi9NNP5+GHH+bcTmLdFUXhySef5O677+bss89m3Lhx/P3vf6empoY333xTOy4QCDBp0iTGjx9PVlYWPl/b7/WbbrqJF154gY0bNx6UPj///DNccMEszjvvJP7wh1/3+nyfz8cVV8zX7vO1a3u/rtau/YbJk0s455zjufTSuQQCh+8LrI/AoG2SzpUr+eaf/6Tk6qsxfu97zL3vPvz7UcJw4RtvYC0rw1pWxv977rlen+/z+5l76aUY+/endPJkvlm7ttdtrFq3jpJJkzD278/cM87A/9lnvW5j4RtvYD3/fKznn8//e+ONnp2UZNL1Oh2Lzj0XOZHgzJdeYsuWLQBUVYkk8vm5uV02sS8s/+YbBk+fzuDp07n8ppu4+pZbGD9xImvTxulXzz4LwOzZsykpK+PtJUs49owzqEheX5ZltnqsbfK7NDY3s728nNXr1/PlqlUsXrKEdz76iDsfeYSPli3b7/5+m9BHYhxlUBN7ynJKtQBtE30eiuSeKlnR0KC0cSbV66u/HQ4HF110EQsWLKC2tpaLLhOZ9mNygueeu5elS//D1q3lbNmyhXfeeYeRI0cSiAUIx8Pk2/PbXEu79n4oMd5Y8zEz/jKj0+N8ER8OkwOrQcSGdEV2NAWb2LpJOMOTJu2bxDgYSoy1dWt5c+ubbGve1un79S1B7e9ukiV3ire3vQ2A2yPmqtUtBvZgKTEkhCykpySOqsRQDOJL1WrtXInhjXi55hr40Y/23aa3Wcxp/R57h/e++ipFEETkCBaDBZ1sQ2eMYTYfWhJDHbdwD4Y6XYnhcPQpMf4X8ctf/pL/+7/9L02p0+m49NJL2bRpEzfccANPPvkQLlcm8XicBx+8vdfOyW9+8xDLln2IoijU19fwf/93Xq937X/5y3PZu3cbGRk5rFv3Ia+88lCPzlMJ9erqr/nwwzuQ5SiyHOWDD27vloToDEuXPkRFxYeAgs9XwyuvnLfPc1QyQ7V3+/YHCIdrAYXGxg/ZsaNndqhobf2ajRtvwO3+kkQiSm3tq7S29o492L79IRobhR2JRA2BQO/no7X1XBKJOkAhGv2QQKD3dmzZcgeJRJREIsqWLbfjdnc9H5mZk5k48R+8/vqb3HHHHb3r7FGGyspK6urqOPXUU7XXXC4Xxx57LCtWrNBeu/feexk5ciQul4tp06YxatSoNu0cd9xxnHnmmdx5550H3Kc1a77m7rtvYsWKpXz11Wc89tgvWL9+Va/aePLJh1i37hsKC0u0+7y3uPbac2loqCMzM4tlyz7kN7/p3braXxztBEYgGOzceT+YJYM6aePcX/6SutZWFEXhw3XreOiVV3rV5Nfbt3PHX/9KNB4nGo9z+4MP8s0//9mrfj/+zDP4AwFmHnMMA/v356Hf/KZXfWDlSs6+/HLqGhoOnh1//Svf7Oimyt/q1R2kgP9v+XKiyQ3ZLfffD8Cll15KTlYWT/z+973qj4ra+npmXXghhfn5/P73v2fDhg3s2bOH//73v4wfP14LuV+wYAFNTU28//77vPPOOyLMraGBwdOnkzt6NKYBAxg5Mouf/vQqdu3Zwx/+8Q/yx45l+PHHM3nuXKbPn88Z3/8+Z15xBY8/8wyP/e53+9Xfbxv6wkmOMqRIDMCYpoRIEy/sL4mhKArlreUUOgqxm+xtXlevE5dTfYDU9RNpLMq1117LX/7yF+bNm0dBYQG73LtQEhJGo4lnnlnAPffswmKxcPzxx/Pyyy/jDrsx6oxkWjKp8dV0yL3RGyWGJAn1yJ5GH+Wu8k6P80V9OM1OzAaxwxmRI9rf6QjGgtTvLMThgB/+UDjRHo/YIe8MByMnRmuoFeg6D0RDc8oL3lme4JhjesYzKorCf3f8V1zDLcbX401AxkHKiRHxkW/Ppz5Q32MSQyT2tJAw+FEUBYtF6jSxpy/qI94EGzaI69s78hOpfrTYwdJKS52LeBzUnIqyDCedBI8/Dj/+sQgnMRvM6GQrOmMEk+FQJ/YUBE9PSQyDASyWvnCSPhwYzGYzTz/9NBdddBHnn38+hYUl1NZWs2fPLiZMmNrjdqqrd2l/JxIJamurexVaIssyLS01KIpCRcUaCguHUl/fOxY2O7tj2WS3exfFxT23w+3epf2tKAm83uouQ0s6w6RJMv/972KczjHE4z5Cod0Eg72zIxRK2ZFIhHC7vyYUqiQrq+csRCIRIitrOj7fZuLxVsLhahRFzEc6OgsRWblShJAkEjVASoUoy5W9IkLS7VARDO4iM7Pr+SgquohwuIann74Vl8vFQw8dHgf3YKOuTnzXFxQUtHm9oKBAew/Es9DFF19MNBrtMhfIo48+yrhx4/jss884/vjj97tP1dVt5yMSiVBVVcG4cR2SqXWJlpYmBg8ewcqVX7S5z3sTArBq1YGF0vUGRztxoaKxuZlTLryQB267jakTJnTt+Ke/PmUK1TU1lKRV9Xn5zTe5oLCwx/MhyzI1LS1t1MaVvUyyVdXQMQHbrvp6pqblftlXhuDt5eWsWLVK8xMkSeq4rrr5IjlsdqjoIinTrjQZ+nmvvor5jTeob2zkgYce4qabbqJMp+MXF1yANLXtZ2A4HMZkMnUawvL5118TiUR4/a236NcuNGT9+vV8/vnnALS2tpKTk6O9V1xczH/+8x/Wr1+Poijk5eXh8/m4++67efVVEZ42YMAA/vrXvwIwq10sfGZXjsx3DH1KjKMMGomREDdzikQQrx9IdRJZkXGH3R2UBEqbBx2FeDxFLKihH+nEw/Tp01EUhXfeeScVGqLouPbau3n11c1s2xagoqKCN954g4EDByInZIx6I/pkbG/7cJKeKjGam0WVi+xs8Hn0eCPeTkNFfBEfTpMTs14QF10pEYKxIJHqEYwZG+fUU0U/ulNgHYzqJK1hQWJ4wp1nJm1sTXna23b0nK1aXbuaGp+Ii3F7xYB6kjzJ/igx2q8xX9RHoVPI2HqqRPFFfZiVTBR9iJZQS0clRlo4idstCIAPP+y+zWBrBpSsICHr2L07ra1acb66hsJyGIvBgiRbkAzRoyqcxOMRKgxJ6iMx+nBwMHPmTD766CN8Pjf5+YUUF/eunv2sWfO0rOg6nY6TTpqjPYD2xPHV6/VMmDBbOz8rq4ApU3pQqicNI0ZMx2p1otPp0en0mExOSkqm96qNoUPnoSgJJEmHJOkYMmROjwkMAJ1Oz+DBs/H7NxGL1ZGdPZP8/N7ZkZU1HYPBiSTpkSQ9BoOTrKze2eFyTaa19Qtk2YvTOY7+/X/YaW6MzuZmyhSYOlVPXt5sxCOeDkgwfPjhsWPQoFsYPvwhHn74Ye69995eXfPbCLvd3m0y01GjRnHFFVccsBpj8uTpOBxO9Ho9er0eh8PJ5Mm9W1fTpp3Al18uJZFIkJWV3eY+P1pQSK32czQjFouxeft2Vq9fz7W33oq3qYmpOl3PFRcrV/LFK6+wdMUK9CUl/PWxx/jH88/3aj70ej2zJ0zQPncTiQTzeinZmj5iBE6rFb1Oh16nw2m1Ml1NltdJnzt7bd7gwW2+P+ZMnIh+zZoeqzkOmx2dqC/SMW/oUNI9ikgsxvhhwygrK+PBBx/kD++9x30vvaTZ09jczK9+/3usgwahLymhZPJkRp5wAjt37QJgb20ttz/4IPm5uR0IDICdyUSHAwcO5LNOwmfOOOMMFixYwC9+8Qt+8IMfcOutt1JZWcnixYt5++23qaio0MrCf/LJJ8yaNYusJHnRv7i4F6P37UWfEuMog0piqH6+Fs6R/N9i6ajEkJPqCTW0OhyGPXugpKRttY2YLE7sQCKkhXeob8XjYDS2TezZGbTXFcGHGZI73k5n6hgFBQkJffJhsn04SW+UGNnZwia/T0dCSeCP+nGanW2O66DE6KJCSTAWhLqJDDrGy6BB2QwYAB9/DPPndzw2HA/jDrsx680HFE6yLyVGk0piGANs3wnQswyub29/G5dZfHh5PGJA1bCFg5ETwxvxMsA1gLWs7VU4iUtfSIMhRLW3Goslp0M4SYY5A2/IR9ijABL/+Q+kJYhvA78f4hEzlC6HnfOoqIBBg8R7ye8MLZ9LJB4RJFbcimRowWyG1tZ993ndOhg3LpVQtcpdRb49H6uxm7I1dB2G0xm8XkFigCAxQiFxDx9lz5J9+JZhzJgxfP3118ydO5dLLpnND394K7fddl+Pzr3wwisB+PjjxZSWDuSWW+5p835PqpbceefrvPLKQ9TXVzJlyhnMmnVFr/qfm1vCY499zptvLgTgnHNuZ+DAEqDn1UwmTBB27NixmKysgZxwwj37OKMjLrzwdZYte4jW1kqGDp3HhAlXsqoXqn2rtYQZMz6nvFzYMXjw7VitJb3qQ0mJsKOhYTE220CGDu29HZMnv86OHQ8RDFaSnz9Pa7OnOBA7hgy5i0QizkMPPcBZZ53FlENRGuUQQnU46uvrKSxMxaDX19czYcKEXrf3wAMPMGzYsDb5NHqLoqIS3nzzc557TszH9dffTlFR79aVep+vXv0lP/vZw+Tk7H+c/8HG0U5atIfRaCS+bh1PvvkmmcBbd99NSS/zJlw4cyaLPv6Y86ZPZ2t1Na/sRxjW63feyUOvvEJlfT3zpkzhyu6y03eCktxcPn/sMRYm1+bt55zTvR2dfBGo11y8ciUDCwq456KLetUHOAx29OBL5Mrkvb14xw50ksT8OXN4/qOPOPPMM/nssceInXIKD73yCr956y3OnTaN11asIBqNMqCkhBa3mwyHgx2VlZx20UXccMUV/H7RIiLRKHfccEOn15s/fz4DBgygsrKSn/3sZz2ys6CggNNPP73D6yeddBInnXQSsizz42uv5feLFnHTtGk9avPbjD4S4yiCoqQrMYQXpcqzVLWC2dyRxKirEw7amDHi/0BA7Pb6fMLJy8wUr8cTovEOOSnS/peTf3YgMRJdkBgJGZ2kI5EkMazWjjveCSWBTtKhS2Y3b0+IqLa1tHTvzKkkhskEjV4TAJ6Ip3MSI02J0VWFEr9fgabh5A/egiRlc8opXefFUENJBmUNOrBwknD3JEazOzm5BevZtWtcj9t9e/vbnD70dD7f/bkW2uD3JkMcDkJODF/ER6FDPMz1JpzEqcunwRii2tuI1Tq+Q2LP4TnD+aZiK4mExODB8N//dr0GNBVv8TdIOpnycj1qyLJKYqild8PxsCCxZDP0UIlRXQ0TJsD778Ps2eK16X+Zzu0zbufW6bd2e66qxAiH911OJp3EUCt0BoNtib8+9GF/MHz4cL744gseffRR/t//u58XX3yOH/7whyiKE7e7hdLSMk4++XSKi9uWb5MkiYsuuoqLLrqqy7b3RWRYrQ6uuurxA+r/wIHjuOWWv3d4vbtqJumQJImJE69i4sSr9rsPZrOD005ra0dvS89mZIxj4sSOdvQUkiRRWnoVpaVX7XcbBoODkSMPbD721w5JkhgyZAF79vyF0067mcbGzzAYvj2PmwMHDqRfv34sWbJEIy28Xi9fffUVN3ThkHSH0tJSbrrpJn7xi18wePDg/e7XqFHjeOqpA1tX+7rPDyeOWuKihzf7uIED+fstt+z3ZSRJ4qpTTuGqU07Z7zYcViuPX3XVfp8P/wN29JAFlySJqyZO5KqJE8ULkyZx3MiRDPzBDzjl7rv53vTpnH3ssXyzYwdfbd/OBdOns6W5mY3bt3P6ySfzxrvv8v3zz2dnZSU/f+QRRgwZwmdvvEFpFySu0Wjk/fffp7y8nJNPPnl/zW4DvV7P5dddx+8XLWLwNdcclDaPZvSFkxxFSCQEkaHTpRz79HASnU448O1JjEikbR4LWRY7yRkZoiyr6rypJEYHEiFdiZFGYqQf25USI6EkMOlNmhLDau3oAKtlW3WSDgmpy+okiUT3pVNVEiMzE0J+kZCzs7AMX6RnSgxf9QBAh3OAkHSNHp1yhttDJTGGZA85sHCSpBLDE+k8nKQ1mZSTfmup2tX2oe/z3Z9z15K7OpxT66tlde1q5g+bj9Vgxe8Tc+Hzit8HIyeGN+KlyCliN3usxIj6sJIFxjDV3uo24SShWAhPxMPw3OEQzgTgiiuEGmf58s7b00IkM/Zgy22moiL1XgclRjKxJ3EzGMI9SuypVrtSc3P5Ij5q/bVa2Etn2FC/gT+u+qNGHPW0Okm6EgP6Qkr6cPBQVFTEU089xdtvv81pp53Gb3/7W37724d47bVFLFjwI2bPnkBDQ92+G+oER3pDvX01k8OJrqqZ9KFz6PVmJk58Cbf7S4499l9Hujsd4Pf7Wbt2rVYhoLKykrVr17J7924kSeKnP/0pDz/8MG+99RYbNmzgiiuuoKioiHO6kgruAwsWLKCmpoaPPvro4BnxLcVRHS5yMBJw9uE7g7KCAn5//fVE43Fe/uwz/vPVVzR5vZw8diwfrVvHyvXrefeFF/jXn/8MwJLPP+eT119nzZo1rFq3rksCQ8Xw4cOZN28eVmv3at/eYNq0abz//vs8/uMfH7Q2j1b0kRiHCeUt5Wxv3t7tMSpxYDaDIgunKD2cRK8X6oj2JEYsJt7X8lgkj1VDolTnLZboSTiJpLWZ/p6ckNtUSFEhKzJGnREJsXVutYIsS20SkapKDAC9Tt9pOInqzHUXUpJOYkQDSRKjEzKgp0qM0J4RIMVR8kT5M4dDKBE6q8iqOrJDsoccWDjJPpQY7mRFEQrWU7/X1Gau39n+Do9+/qhGhKjY69sLwOi80ViNVvxJhzrgF3MSlaMdxrwrdKbEUBQFX9RHP4eQ2PZEiaIoiqhOErNisSjJcJJU4ks1v8iw7GEaiTF7NvTrB10pbjUlhqMea34t5Wl5XbsKJ1HiZhR9GJNp36Eezc3i96ZN4vce7x7RZtjd5TkvrH+Buz++u9fVSdScS30kRh8OBSRJ4swzz+Tvf/87brcbj8dDbe1e1q6tRZZl/vjHXmaPT8ORduSPJJEBbauZHOmxONqRk3M8Vmt/mpuPvnJ/K1euZOLEiUxM7rreeuutTJw4Ucvj8bOf/Yybb76ZH/7wh0ydOhW/3897772HxdJ9ee+ukJ2dzc9//nPCPfmS+I7iqCcv+giMPqhI+6K5Yd48Wl96iS2//z3Vf/0rZQUF/OG996hNlkz0+f1IksQ1F19MLBajRlGYMGECNpvtiHRdkiRmz57N9ef1vvrQtw3fHn3ftxw/fu/HKIrC4ssWa6+1T0qZTmJE/clwknZKDKNRkBTpkvtYTDjeiiIUGOp76vtquz1RYijJMBYtN0ciAaFMmlvyaYjA+PGpihAgyA29To8eI3FSOTji8VQ8QEJJYJDESXpJ3+b6iqKQSEBhIWzeLEiM4cM7H8OWFhg7VtgZCwrvr0slhql7JUZCSRDbOwrytlAfEVm/nU7RdiCQkvmrqPPXYdAZ6O/q30aJcMm/LmH2oNlcPfHqzjvdDvsiMTzeBBj9kL2DREJi925Q1aeeiAcFhc92f8ZZw8/SzlFzXlgMFqwGK8EkeRH0pyYqHA9jM3b9gbq2bi33f/oAgcC/AamNwx+MBUkoCbKsWVgMFuobY0SjQhXUFQKxAAoKiZgZu01ir29vGyWGSgqlKzGys2H6dNi4sfM26+sBfQwsrZhy91BRMV57r7NwEovBghIzoehDPQonUUv4qiTGbo/IHOqOuLs8pznUjC/qQ9HCSbq/BkBNY4D+JQbA3Edi9OGwYsyYPObPv5APPniLu+/e/1CDdOf9SDz39zS85HCgKyKjzx8SsFiKqar6PZIkShR+8sknnHTSSUe2U4gY8s4Sg6uQJIkHH3yQBx98cL/a76ztBQsWsGDBgv1q71AjnVyopbDb93sCtY0DJi16cyP1lFXsuzn70B06YcozHQ4yk47Bxqef5ge/+x3/+eorLj7+eE5JPsg99LOf0Vhezrx58/jyyy9x/Y9UCDmS6CMxDhO2Nm0lz5YHiDgogGAw2EZCpBIHJhMkEl2TGCCIi3QSAwR5odOlfqeXn4Q0EqMLJYZO0mu5LdQ240EntA5EMUVRFOEItiExFBmTzoQOA0gKZrOq5EiJfBQUTYmhk3Rtrh8MBolGweUShvVEiSHLyX7RjRLD3L0SIxwPg6c/ZJVT7RUlw9ScBD5fRxKj1l9Lgb0Ap8lJOB7WyJulu5aSbcnuMYnREmrpst/i2hKSxYeSJcr6VVamSAyV+Fi6a2lbEiMZLmI1WrEYLDQnyYvekBi/+/p3/Gfju5BU4qSTGL6o8NCdJicOk4Pf33IGK0fC6693bacvIs6Royac2QaqvdXYLWkkhqrEyEkpMTIzxRx0UikLEEoMvbMRWaegz66ifHWKuOssnEQoMUwoyXCSnioxtmwR99seT0clxl13iXswWUKc5lAz4XhYIzF6Ek6ydnc5iZwIMLVTEqOlBbZuTeW46UMfDiZOO+04XnzxT7S0NJOdnbPvE/YB1W84UmTG0UBkdIYjTfQcLXC5ptDaugIQlTyGDRt2hHvUh3R0RjIcDLXEAbWxvzfM//KN1oeu0dMvih7K/IwGA3/76U/bvrhyJUXAkz/4AcNvuIGXX36Z6667rtdd7UPv0EdiHAZE4hF2uXeJGH1E4pXMzEwakt6azWZDkiSCQXG8TgdKQoE4xOU44XCYaFQ4ayq5rzo9iUSKpAgG0WL/JSn1OxQSO8ThUFi0SbyNpDEcEa8bJCNRxOvhsPhJRPSg82LJaiRQX0wwKPqnIh6NYzQYQVaQCBKP65EkhXA4RjgsodPptGPC4TCSLBGLxAiFQgSDQRoaGli6NJOCAj2SBI2NXY+jSmKEInEIi6QC+6vECMaCEHFh61fdgcTw+zscTp2/jkJnIQ6TQzvfaXbiDrvxx3qeI2Nf1Ul8PgmDNQjZdcR1CSoqUoOtkRhVS9ucoybutBqsWI1WQgEhkYiGjSAbQB8Xag2rSF4Zi8HAganzo3KUf2/5N8Ts2mvpDr96XafZid1ox91i5V//Egkw58zp3E71HDlqJMNuotpbzQRrSilR66vFrDczwDVAIzFcLrDZ0O6D9qivB8ku7hklqxyvV6yJrCzYvRsGDEiRGOF4GJPeTCJmJqEL9kqJEQwKUkRTYqSRGJ99JvqonRNqAdlAJNKR/OkMoViIWNBK3CgSfKhkWfqa+/OfBVmiKkL60IeDiblz52IymXjjjZe49tqbD1q7R4rMSH/u3Ndzak+eUQ8FKfK/TGiUlf2IXbue5je/+Q0/bf/g34fDjqMynOO7dFMcRGe5x20e6Ri7bwMO0xgN6tePwqws1q1bd1iu97+OPhLjMKCitYKEktB2pyFVwkslMhJKgsbWCBG/FUVJ7grHmpEkMPvNNDamEn+qagW7Xag31P8NBkFiqDvZkiQcs2hUqAvq/fWE42GMeiM6T8o5DsQCNAWaMOlsRFuFAiAYhEhEoak2CIlmfHEvkZYoktTWiavz1mEz2Qj7zERDLezapcftBr8/TjSqR5Ik6n31WAwWotYojQHBUsTsQuqRmZnJyy/346KLhDPalRIjFBI/2dnQ5A1DJAMS0n4rMYKxIIQzyc6s60BiLNn6Ned99H+suW6NVha21l9LP0c/7Cbh6Pujfkx6E6F4qM287gv7CicJ+PQYrCHsNhtyvpeKikztPU/Eg1FnZE3dGjxhDy6LkKq1DycJB9LiPCJOsLVqao3bbxdKg/TP1w/LPxT9ivYHBEnVRomRtC/DnIHD5KAhLFQzN98MGzakSvu2tsLu3WIQVfVGLGog02lhjbea6da2Sox+jn6iskw4C5MljtlswG7vOrSirg4SjlocJgdy5jYAtm2Dr/yvEotdyIQJ8NZb4j6JxCOYEHOVMATbJPZUFIVQPNRBmdLcLNZga6sgEHbLHUkMt7ttzpTmYLMY4yRCoe6rk1R5qsBfhGT/Bug8J0Zjo7iv/77/SegPOWRZ5v777+eFF16grq6OoqIirrrqKu6++26kZH3auro6rr76atatW8f3vvc9nnrqKXRJBrSyspK77rqLTz/9lJaWFnJzc5k8eTKPP/44I7qqUd+Hg4KCggJGjRpFRcWaQ9J+byt5HEwcjOfU3pAi+4P/NULD4RhBScmV3H333cyaNYtx43pedasP+4+jkqyAo3/RHw5p18G+Rm/a6yM8Dik8gQB7mprIy8s70l35n0AfiXEYoCb0THdcJUmisLCQ/Px8YrEYb297mzt+s5f8vddy391GbrwRuPZSDHYfG27YwC9/KWG1wlNPwQUXCAfy6qthzRq4/nrR5t/+BtOmwX33QX4+LFwIN90EM2fCggXw45d+zI6WHRTYC1h6dWo3/40tb7DgiwWckHEVy355JyUlIsHiM3/2MO9aN+bsegac9wd2Pvwm990H6SWgL/vLZVw5/ko++ud4tn6ZyYYVxTz2WILm5mb++c9MjEYjN7xwA6cMPIU7Rt3B0+8/TUuohb+d8zeMRiN6vR6fTxAIubldkxityVyWOTngiQcAB0QyOigx5IQsVBI9UWKEXeTnmFkdbiUQDeBwCI/yvxuWsiG2gVA8pCkvan21TCqchN0ojgnEAlqITE+rdSSUBJ6wB7Pe3KmCBCAYMGC0hnGanCQKm6mszNTe80a8nDzwZD4o/4DPd3/OGcPOANqGk1iNViJBMwZDMjwpkgG2Vk2tUV8P69cL51/NPfLyppexGW0Eo8K27Ozuw0niYSPXXguLFsGTT8LPfy6Oe/BBHa++Oo3rr08RH9GwnhynDV/Uh84YJRQSBEutv5ZCZyEGnQFjNA+LIww4OpAYL298mT+s+gOfXPkJdXUKCVsN+fZ83KzC6YS33wvw2N7fAhcyfjz85z+CsIvIEXSyIClUJYZq09/X/Z1bP7iVDTds0CqugCAxxowRBM/mzbC7X+ckRno4VXOoGaIpEmNfOTE2V++B6AhwimSsXYWTgLifj1Y8/vjjPPvssyxatIjRo0ezcuVKrr76alwuFz9OZsS+5557mDJlCo899hgLFizg5Zdf5tJLLyUWi3HaaacxfPhw/v3vf1NYWEh1dTXvvvsu7u7KE/XhoGHGjBm8+OKLPPLI84ek/SMZYnIwcahzb3xXxmlfGDPmGSorv+Thhx/m1VdfPdLd6cPhxJFe3EdrvNmRwqEajz5yBIAMm42CzEzi6SUj+3DI0EdiHAaoJIYv6tPKjarQ6/Xo9Xq+rPuSql3DsMZ0WCwWqqqAJg8kKtEZdVRVmSkrA4tFOKcVFeLvujrEsQgHy2KB8nLhiFqSOQh27xZ/r2teRzwRp8Xd0ibDtkf2UB2sJmSwUVVlYcgQkVwxpmuiamMZ/U7cyA7fNvw+C3v3irZUbG7djN6kp6XRQWVdGIvFgs0ms2xZBhaLBaPRSIWvghN0J2CxWIhJMSp8FW2u7/cLWX13JIbq2GVnw26fDyiAiKuDEkMlFHqkxIgUU5LvYDWiwofTKWJ1v67cAiUiJEElMer8dfRz9NP+D0QDWo4R1ckHuOuTu/hy15fMY16Ha3rCIjHngMwBXSoxwgEjZnuIDHMG0bx6KipSNeW9ES9zBs9hY8NGPt31qUZihONhDDoDBp0Bq8FKNGihqEjMOxERdqOqNVQy6LXX4O67xetvbn2TC0dfyN8qN2lj3Fk4SYY5A7vRQTxiYupUoWx44YUUifHJJzqam63E43HtnGhYT65LeOpxnY9wWMTg1/pqKXSIxF/GWD5mewhwdAgn+azqM1bsEfHUdfUK9K+jwF7AXu9q5p0KH3wgQXEZIJLOgrgPwvEwhoSYK1nfNpykorWCllALP3nvJ7x2wWvatVpaBEk2apRQYuyx7sFpEiFD6n3rdqeS1yqKklRipGK890VirN8pEm/ITnHTWq1CMZVOYjQ3Q2kp7NnTfVtHEsuXL+fss8/mjDPEGiwrK+Of//wnX3/9tXZMa2srp512GmPHjmXQoEEaQbFp0ybKy8tZsmQJAwYMAGDAgAEcd9xxh92O/1WMGzeO3//+90SjUUzdZeg9QHxXnPRDnXvj2zhO6X3dVz5Fg8HOGWecwYsvvnjI11wfjrAK42As4j7i4duH3obRtD/+O0KCSJJEnsvF7t27j3RX/ifQV2L1MEAlMRJKQts1b4/VdashmIvDFdLCGqSYcEADsQB+PzTGKtjUsImiopSDU1sLOr1IzKnmG/B6IUOcqsnj5YRMc6iZwdmD8Uf9bSqSBGNBrEYrprhwMAcNEpL2Zm8A/EXkFwfwRrzk5KSSH4LIpRCRIzhNTnRxJ7LBS0yOUVICjY2phKVqkkUQ5EK60y/LgmjpisR4/PPHeWf7O21IDMzCQc6WBncgMdJVA6oSQ1UhpMMbCkLUSVlBFgDV3mpt3BtbQ23OSygJ6gP1FDoK24STqDv06eEkW5u3sjWwVfu/shKefVb8rYaSDHB1TWJEAiYs9ihOsxNL3l4qKlLvecIeXGYXJ5Wd1CYvRigW0vKtWAwW4kErpaVqgxltbEknMQAW71iMP+rn2onXajkxcnI6Dydxmp1YdS4URYfNBnPnCrKrrk6sl82bJRIJifr61DyEwxIuh3hglYzhNuEkKomhj+ZgtAsvvr0So8pTRUSOEIyGqK+TwF5PgaOAiBzh1NNk1q20Qt0E7K4gJSXiHLdbqG90CbEG41JAS+ypKGIeDDoDr29+nf9u/692reZmYfvo0bBpk8Ie7x7GFowlnogTjAWJx4XKQ+1fIBYQZYuj6eEknU6rhi3lYlwiNjGxkiRsTs+J0dICJ54Ikyd339aRxIwZM1iyZAnbt4vPtnXr1vH5559z+umna8fceeed3HzzzZjNZlavXs0VV1wBQF5eHjqdjtdffx05vRZzHw4bysvLKS4uPmzO5NFeitTjaRSVuLrB4XjG/jaUbu2sEqX6WvpPe6xadQ319fX8+9//Pjwd7cPhQ3cT3xusXt1HYHyXoc5vZ3Pc/vX0Y9ufdxSvk7gss7Gqinfeeafb6kd9ODjoIzEOA7a3bNd28DtzXhVFYU3tGgjmYssMasn+XJLwyvxRP34/LG/4kGdXPsvw4aJ6AQgSQ5/RAIYwrR7hEHi9IkkiCBLD7RYJCBNKgsFZg1FQCERTnmIwFsRmtGGUhUM/aFCyQsIOkbeidICcJDGUNiRGeq4EKWYHY5DmUDMlJQqBgElzzNRylyDIhXSnX3UIOyMxFEXh8S8e59mVz7YlMSxuAPJ0QzuEZaQ73DpJh1Fn7DScpKlVbMsPKcoFBIlhs4EkKRAVE6Ce1xxsJp6It1VixAIaiZEeTuKL+GiKNWnnvvYa/OhHYjzVpJ4qidHZB1w0aMFmj5FhzkCfs5uWFkFOKYqCN+Ilw5zB9JLprKpdpRFRoXgIq0E47FaDlXjYpjn01kShdgyIfhx/fCqk5K3tbzEmfwyTCidpdnemxNBLepE4VMkGRF6UU08V73/0ESxbljp+714Jb8SLQTIKgsom8orojFFNqVDrE+EkAPpINgabT2s3Gk1V6qnyCMXCngaPSJ7pEEoMgJmzAsiyBOuuIKOghcxMcY7HI9acLi7CSWRdAJNJEBiyLMJDppVMY87gOdy4+EZickwbm+xsQWJs3gLRWIxx+SJ+2x12ayShumabg8mbIZkTw2KJ7zOx5649Yt0FLTu119oTN2o//u//um/rSOLOO+/k4osvZsSIERiNRiZOnMhPf/pTLrvsMu2YKVOmsHfvXvbs2cPy5ctxJD/YiouLeeqpp7j33nvJyspi1qxZPPTQQ1SkM3Z9OKTQ6XRtkjsfDhytzvn27V/zySf/4IsvXtvnsYdzs/DbQGh0h/Y+rdM5GpNpFk888UTfw/0hxCFRYXTGUh1s4uIodUr7cJixr7XQFdFxlMCblBJPmjSpjeq+D4cGfSTGYcD25u3CSYROk0BWuiuFoiCYiyXDpykCXJKI1w9EhRIjomuiJdTC6NGCxJBlqKwOEbPuBpOXPQ3Cy0pXYmRmit33hoDI9jk4S4QnpKshQjGR5FAfywRg0CDxgLFmlYg2GjxQRzwRJzMr0YbESA8zUGI2MAZpDDRqKgBVLRKJRzRVRIY5ow2RoxIdnZEYdf46WsOtfFn9Jc3NimZPwiwYjSyprFslBoDZYO40nKSpRXjJxXkOcqw5VHur0elAbw5jTCpSVPVCY1AkI82356dyYkQDGimRPpaeiAgZqXSLBKmq8uHrr1NKjLLMMmRF5O5oj1jIis0hi/5nCqeuslKoWWKJGC6Li2xrtlD1JENEmholPM+8R12dyIshh+waiWFPkhjheJhYTIz3JZeI8X711QTv7niXM4eeidVgRYqJMeugxEgmSpUkCXMiRWLk54sQjg8/hKVLISdHzNHevckKMYZsEgkJp12sI50pQigklC1NwSby7fniAuFMJItYE2qOiGBQEDdVbkFi7NyjLpR67bycQh+FZW4IFGDLa9CIu5YWGVmRNSVGTPKjbjhHo2IesixZ/Oy4n7Hbs5udLYJQSFdihEMSNI3A0XAqROy0hlu1yifqmm0OJW+GpBLD5Yq0CSfZ2LCxw/zu3SuBtRlvol57rSsS43vf63D6UYNXX32VF198kZdeeonVq1ezaNEiFi5cyKJFi9ocZzAYtCTG6bjxxhupq6vjxRdfZPr06bz22muMHj2aDz/88HCZ8D+NlStXcswxx/TqnEgkwgcfvM0HH7xNZF9sXReoqammtvY1DIZv9ut8gB07vmHFijdpaqrer/NjsQhff/02X3/9NrFYhIEDx+N05jBp0twenT9pEng81Wza9Bp79+6/HXv3fsOmTa/h8ezbjnRCQ/2R5Qj19W/T0LAYuZPvuJ4gFKqmpuY13O6e2dGZvxqLfUM4/Bqy3Lkd6efY7XexZs0a3n///f3pbh86QSG1bX72GweRpKhuauL15ctZtWNHxzc721nvrDt79/Lmli1UezxdHtMdIvE47+3Ywbs7dhDZz/wE1R4Pr23axDd79+7X+QDf7N3La5s2HZAdb2/bxtvbth2QHa9v2sTK74AdXc5HV8qNdj/fvP02r33+OdVdxa7vy45YjLe//pq3v/6aSCzW5r0P16zhwieeINNu7/As1IdDg76cGIcYvoiPOn8dl4y5hGVVy9o4vCpW1yY/yIO5GB3lmhLDgSAx/FE/gYBCRNdCc6iZUaOEk1lRAZvKW8BRB+EsdtcbiEazCYc7hpOojvjgbEFieCNeLalhMBYUTmw0A6Q4Of0igJ0Nq62gizF8oAO2gzMzyu6KVJhIeunNRNQCxiBNwSZKSoQzW10tMXasQkSOpJQYZif+qF/LMdAdibG5cTMgnMWde5txuXIxGCBmEgfZ5CKa2ykx0nNiAJj1ZtytEolE29KwLa1CtVKQa6Iko4RqbzVyQkY2uhlmG882UiSGShbYjLY24STqtdorMQAq3BWMLRyrOb5ffgmjS5NKjMwB2vip7amIh23YnQkyzBnEXeIBoKICioamCCNVgRGMBbGb7Ozemku0ahLr1oHVZiURdtCvH0i6BBY5T7NBJVQKC+HMM+HlfwVpPLeRM4adkSQocggj1kx7JYZKCpkSmWIskoU9Zs8WeTFycuDMMxVeeilBTY2EL9eHQ5dLK+C0i2omGEQ4STgeRkHRCKFEyAWWjokuZaNbu192VSfjNNKUGP6on8FTa6ndNQVzbp1GYjQmCSpJToaT6P1aBZVIRChiBmcPZnTeaAC2NG1hWPZI3O4UiQHAsxtYqOjhtC9xh91EknMZjwsypL0SIyMjSigkrvnWtrc4++Wz+eYH3zClKLWV2lxvwZhZjy/iI6Ek0Ek6jcR4/PPHeb/8A1palpCT0zb3zNGGO+64Q1NjAIwdO5aqqioeffRRrrzyyh614XQ6mT9/PvPnz+fhhx9mzpw5PPzww5x22mmHsuv/82hubmbZsmXcc8/CHp8TiUS44IJZrFy5HIApU2bw+uuf9CocZfPm9Zx99nEEAuLz8t57FzJlym296vsbbyzkr3+9AwCr1cljj33OwIE9r3YRi0W4665ZbN0q7BgxYgaPPPIJp5zSszULUFm5nueeO45QSNhx9dULOffc23q1GfjFFwv58ENhh8nk5JprPqdfv57bEY9H2LhxFnv2CDsKCs5h0qRX0Ot7Ph9e73q++OI4ZFnYMXLkQgYP7t18BAIL8fmEHZLkJDv7c4zGjnaofrDJdAKg48ILN+D19ow0+rbgmWee4Ve/+hV1dXWMHz+ep59+WiMKt23bxjXXXENVVRXXX389d9999wFf74AVF52QE5FYjFl33cXypNR3xogRLH30UQx6fY+b3bBrF+c++ijltaJ/C2fP5rYZM3rVtYVffMEdSULbaTLx+TXXMK4TMrwrROJxZi1axPLkTtqM0lI+ufJKTIaeuzzr6+o47vnn8SeTae2XHa+8wh1btgDgNBj4fMYMxqkP5z1ARJaZ9eWXLE8+vM3IyuKT6dMx6drtP3cj1+qVHe3XRLLdA56PWIwfvP02VUkC5LVNm/jzWWcd/vnoyo4eSuw6uz8+eeQRTEYjW/bs4fQHHqAkN5e/vvACxcXFvepbH/YPfUqMQ4wKt9hNn1woAtw7CydZU7uGfrYiCOWgd7g1EsOmiB1nf1KJgcmvKTEgWQayJkpWfgTJ4qO2OYAvyZGkKzHc7k6UGGmKEDWchKgDTH7MLvFBs2WtEzL2UJoldvPtrnDbcJJoKpwkHjEJJUawkeJiEZZRXS3yZgBtwkmUmIl3PxQEQXsSw+MBldzc1LgJo044wJuq6kUoCRBS3GAIoYtmd5nYUw370LeO5LHzbuTFF9uOeUurIALyss2UZJRQ0VrBx5Ufo5i89LeKAVZJDPW3xWDBrDejl/RtwkmiclSzU53filYx7yqJ8dVXQgEgIVGaIaQq7fuuKJAI28lwinEKmfbgcAgSQw2byTBnaKVBVSVHc22ygkotmHQWlKgdlwsM1iCmeK5mg0piZGeLkKG9dTGyLFlMK5kGgEnOwmiJYrGkkmCCWCsZZrGgDAnxWyUxTjtNXHfjRjjhhATZ2WH27k0SNJK4tsueyokRj4MvlKqmAiCHnCQsrW3aDQZToSQAVdXJRZHMiQFirgsnrgdAn7UHi0U4/s1uQWLoZLHmovg6VWLk2/PJtGSypXFLm7EpKoLZ13yJcc49lA6Ig7cEd9hNeuGMQECEaAEY4lkYTDEsljjhsFCQPLD0AaCtGiMQDRBuySYrP4iCot2DKonxya5P+GT7CiIRtLV+tCIYDGrlUlXo9fp95hXoCpIkMWLECAJd1dftw0HDCy+8QCKR4JxzLu7xOUuXfqARGAArVy7n0097t5v+3HMLCYdTSWMee+wXTJrU8/WSSCT4xz/u0v6PRIK8+WbPiRiA9es/JhaLkJtbis3morJyLatXv9erNt58cyGRSMqOf/zjFyQSCSZN6tmzcCKR4OOPU3bEYkGWL++dHeXlH2gEBkB9/Zs0NvZuPsrLF5JIpOzYtu0XKErP50NREvh8d6X9HyQQ6NoORQlTX28EEhiNvXM+jna88sor3Hrrrdx3332sXr2a8ePHM2fOHBqS9e5vuukmLr/8cv7zn//wn//8h+XLl++jxe6x3wTGPtQVH6xZozloAMu3buXdVat63v7q1fzqz39mV12d9tIvlizp1fdCIpHgro8/1v4PxmIs7OV4fVBerhEYAMv37OH98vJ9h8Wk/Sx8+21CaTvtPbYjeX7im2+4a9u2lB2yzMLy8l7Z8XFzMwZJ4oTsbI7LysIbj/N+ck11dk1tXruz46OPSHzzTc8UN6odS5ak7IjFWPj22z0bxyQ+qKjgH+vXs6yqimVVVfxj/XoxH73AP9avJzNtZ+egrquucm+0Q2f3x/trRKnyn/zpT8iJBMvXrOGcc87phWV9OBD0KTEOMcpbxI06uUiQGJ2Fk6yuW81Y1/HUJQxga8JoBAxhbRe9xRckkZDA5Kc52Ey/fmK3fOPGBO5GC9OmZ7G2PkZjq4I3yZGkKzF8PqjzNGHUGSl1CQc6nUwJxUNYjVaUsB3MPkwZPqCI3TsyoXQN/RyCcbVmBGluztLOSw8niYT06MwhGgOiEkRmZoQ9e4waAZCe2JMt53HmLy00N3ckMUDI+sNhWFe9jVF5owjGglR82ao5dp6wB73NhxTO7JATI53ESCTA8+qviYVNrF0L3/9+6rhWt/jwy8rUUZZZxjPfPMP75e+jt6wmWz8Q6JzEkCQJu8mOP+rXwkPU62Zbs/FGxZiUt4p5V53jr76CEwKtuCwuMi2ZHeYAkuoH2USGS4ypL+pl0CBBYqjHuswuAjHh6KkkRkutmOzaWrAOzABFR0YGGKwBdNEsdJKOUDylxMjKEiVt/X6JC4bMwaATHwNGOYu4JYLJZOo0nEQcI+QOKtkwcyZa0swTTlCSJIYVc9SHTRJhOS6nYBAUvXhgdvvFeKpkTDxgR06qa9KVGFWxFInx5acuCgcEqLV4tHASf9SPY+gqGDAI06CvgOtwuaClJQFGUOLiCy8m+TooMTItmUiSxMjckWxp2qLlXMnJEck2R13wCrvL3yM/9BB7mvNwh92kTTeBgFAIGXQGHBQRtUYwm2XCYXh357usrl2NUWdkW1PqIWaXexd4SygaDA0IEstlceFwiPtgU+MmCIlFfrSTGPPnz+eRRx6hf//+jB49mjVr1vDrX/+aa665Zp/nrl27lvvuu4/vf//7jBo1CpPJxNKlS3n++ef5uVrqpg+HBNXV1TzwwIOcd973yc3NP9LdAcRm3+GqyiHLccrL2zplBztu+VCXZe0KQ4eibWIcjUgk3ACYzWdgMn23KhH9+te/5gc/+AFXX301AM899xzvvPMOzz//PHfeeSetra1MnjyZcePGUVRUdGRKSR+qm+xgL/RVq8SOTjqam1P970x10N62+vqOx+zcCQUF+98vRRF9k6S2fejpuCoKub1MpBxXFJapDycq9vV51a4//cxmjs3MxCBJbPP7aT2cpT/VvnQ1H919YLWb53q/n1qfj2Knk0KnE+ehTkqtrut9MNOKovDR2rV8uHYtAPn5R8f36v8K+pQYhxjlreXk2fK03ff24SSKorC6djVDzGI3PGFNsqwmH+aEcAJb3Mlt8aQSQ5JEGcjPvvGQ8OVxzPBSnBkKrW65UxIDYE+Dlzx7nrajnu5Aq0oMOWwDk4+orhWrFeS4Dn1WNVlW0YjZ6ae1FVTyUwsnMTkJBiWstpTiIzc3xJ49UhsCQD0WT38URaKmJvUZ5nBAnuBsePNNGD4clrwyitH5o5lWMo2ahojm2HkjXgzWAIlQRocEmb6ID52kw2qw8swzEKmYijO/hWQRBQ0ej/gicLng/pPu542L3uC/l/yXyWXDiAbFh6OaS0NNiqkqB+xGO4FoSomhXjcqRzV705UYpaWCzKgo15NlycJlEURAewLG40nm/cjQiSouER+DBomcGOmEUXslhqdezE9tLVo1Eps9jt4agHAGVoOVcDzcJjlqwuhBDtk4Y+gZ2vUNcRd6c0QjJVSoCUUB9HFBZthsov+y3s/xx0NZGQwYADk5IWpqxDlqElC7TYdJbwJjssyrPzmeBiuJBESCFqJGEe6UnhOjylOFWW/GKLv4+qNSjjujEiTahJN4EnVw9ckk8teKsctMqWyIC+YiqvN2qsQAGJk7kq1NWzWFkbrGdnt309/Vn4J8PVKooFMlRnOwmRxrDsZYFgZrCKMxQSgEDy59kBmlMzip7CS2NbcjMXzFDC2ztZl/ux3cvhjV3upvDYnx9NNPc/755/OjH/2IkSNHcvvtt3Pdddfx0EMP7fPckpISysrKeOCBBzj22GOZNGkSv/3tb3nggQe466679nl+H/YPa9as4bTTTsdqtXPPPU/06twTT5zNlCmp3fMpU2Zw0klzetXG9dffjtVq0/6/885famqeniSv1Ol0fP/7v9T+N5ttnHPO7b3qw8SJsxkxImXHiBEzmDixd3acc87tmM0pO77//V92UCVB18++Op2OWbMe0f43Gm3MmNE7OwYPnk1pacqO0tIZDB48p1eJQAcPvh29PmXH8OG/RJK6fiRs76tJkg6n85dp/9uw27u2Q6/vh9l8FolEJzvJ32JEo1FWrVrFqWqma8Qcn3rqqaxYIcqDP/jgg5x66qnYbDZ0Oh1z5vRszeXS1CHnxX6pMHroaM+eOJEZI0Zo/8+ZOJE5EyemDujBjvXtM2ZgMxopdjo5vn9/fjt3bqf3R6d9XLkSnSTxy+HDtZdtej23Dx7c4bjuFASzc3OZkXz4NQBnFRQwR90l6yHuGDyYCWqCOuCXw4ejUwmEHuQLUe0oMJk4MTubgTYbV2ll43qGdDtAhJPMUR+Ue4jLS0rY4POxrKWF+miUx0eMSNnRA+gkiadGjeLE7GxOyM7m5Jwc7kifjx5gdm4u8/LzcSTDknpkR7s5VtfVXp+PlTU1nDFsWM/WlWqHTsevTjuN0Xl5HFtczKyBA7mjJ2Xd09b47AkT2twfxw4bxr0vvcRp997LjBkz2LRpE4ZehMj04cDRN9qHGOWt5QzLGYbNaEMn6Trsvtf6a2kINFBaJL4oZGu9cMpNfi3RZos36VEaA3giHuKJOKNHG/jnvwygGDhu9CDe/3QtlZWSVkEhPZwEoKYxRL49X8tt0CaxZ1wk9oxHLGDy4416yMuD3bvBnFejObBGh5dEQjjm2dnCcZcQyoRgEPJcdtbVrwMEiVFd7dKIgPTEnvhEeEptbedKjBtvFERJzc4cRueNJtOSyT8areQMjwMGvFEvJnsQOeRAVmQCsYAWPuKP+nGYHPh8EnfeCTknvEpxVi7bt8xqM+4+j4RkDGEyWck15XLOiHMAeC4LQgFBGnWmxACh8gjEAlRXmdC/9gby8NfwR/2ayibPmNdGiTF7NvzlL7BzfQ5ZI7M6JZIAmt1RwEymSy+quER9lJUpLF4saaEnGeYM4gnBpKskhq8hWxvPsrAYB7M9gs7iJxFxYjFY2uTEyMqCnf41kDiJk0tTccn6uAu9JdiBxPBFfdq60cvit8Ec5bJ/X0aePY+FC/+qOfg5OWE2bZIwRXxYGQKA1SoIC8WQJF18YnytRqsg3RQdUaNg6lWFRyAAVfEq+rv6U//lLLxBE5PnbOH1NWhKjEAsoOWlUMcnMxPcHgXygaQSI6J4MRoVQMIXjBCOhzVibmTeSF7Z9ApNzQlAR47gDdnj2cO4gnGY80AfLMAdXqEWxdH61xxqJtuaTWs8C70liMmko8nrY+3er1h86WIW71jMx7tS8sXypt0QOJ3RgxRe86f6nJsLX3wjBnyYfTrbOfpJDKfTyZNPPsmTTz7Z63Nzc3P57W9/e/A71YcuEY/HmZT0qj/6aB05Ob17EDabzbz++idaCMlJJ83pdXnWUaPG8emnm1m1agWlpWVMmDC1zfs9UWSce+5tjBlzAvX1uxgxYjq5uSW96oPRaOaRRz5hzRphx8SJczAae2fHwIHjeOaZzWzduoKCgjKGDp3a5bFdqTKOO+52yspOwufbS2HhZFyu3tlhMJi58spPKC8XdgwePAeDIWVHTzaKMzLGceKJm2ltXYHNVkZmZtd2qG22b8tuvw2T6QRkeRdG43T0+u7tMJlOxee7FVmuBQq7PfbbgqamJmRZpqDdLn9BQQFbk9LzefPm0djYiNfrJa+XTugBoxcKDLPRyCePPKJJ5OdMnIjJmMxp1UPFxbh+/dh8440s37OHgVlZTO1JboB2fbxt8GBOyMlhVzDI9KwsSqzWLk7swg69nk+mTWNJUxNxRWFOfn7HPBL7wNiMDN6cOpWv3W5KrVamqg/TvcBtgwdzfHY2VaFQ7+1YuRIz8InJxPvJa8/pLB/GPjAuI4PNJ57IitZWymy2/bLjurIyJmVmHtB8vDFlCu83NqIoCnPz8npvR3U1m2+8kRXV1ZRlZvZsXbXDj6dNY3ppKbvcbqaXlFCiJlLbF1avhkmTMJtMbe6PUaWlDLnuOq677jqeffbZvmokRwB9JEY36C5RU0/xdc3XzBk9B0mSOpQXBVhZIz68MyKjAIjZdoudf5MPJWrHYrDQ6k3Gs5mEx98aamXUqDx8fxQOZWmRkfxsC1s2CjUG6DsoMWobw+T3z8dsMGPSmzooMVxmF5GgGcw+3GE3+fmCxLDl1ad24e1uQCj7srOTCR+TpUyDQZiQX8CK6hUoikJuboht2zpRYpid4BMJRWtrU7kXbLYUiTF0KAwcGuK91YMYlWehxFkKjYPIKN0LDMAT9mBxhIkFhafnCXs6kBjbt4vd/LLj38HRfBqb3xG5NtTvY59Pj87qA9p+GDudsLdGsMXtE3uqZUztJjtfvz2Oz/5wHom4ESpnUN+6C5tRjOkg2yBWu1cjJ2Tcbj1lZTByJOzZXETZxCyNEGhPYtQ3hwAz2ZkGbcyLB0TYtcuCO5jKP6L2SyUxAo252ngmkiSGyRZGMvuRQ3asRquWE8NkgsWV/+LF7a8BJ2GWU7sTupgTyRTqVImhJoGVYkIqIet9fFn9JeMKxjF+vDguFkspMXIiPnKVTDFu1mTVFJ0Ig/EkSSKrwaqRHyG9iKFtE04SrmJA5gBq1l5K4ahK7AV1mPVmbWz8Ub9WIURVNbhc4Em2qcSTD/WGEAZjHDDSmJQqpSsxArEAO6tbgZyUEsOzmzOHnUkiDwiKcJL2JEZLqIUcWw6eaAaSOYjJZMXbLGw7sexEdrbs5I+r/4ickNHr9GysaAJFx+AyM2xM9bm0FGre1KGX9JzS7wK2AwlzE3CI5ZJ9+J+AoihcdtkPAHjppfcYNarnCSTTYTKZmD17/gH1paiohKKiC7p8vydExtChU7slDvYFo9HEMcccmB25uSXMnNm1He3RXpWxejUUF08B9r9+qsFgYvjwfdvRHaFhtZZgtfbcjs5gNE7FaOzZfFitl+Lz3U4w+BTw6AFd99sGs9l8+AmM/YDJaGR+L59z26PE5eLCnjqIXWBqZuZ+OdwqTHo9px9I+AhQYrX22mFvj2OysjgmTU3RW5gkiflqLoheOv4qSqxWLjhAOw54PnQ65h/ofOzYwQUHWHN6anHxfhEgKpGRfn/8+I9/JCMjgwcffLCPwDhC6Asn6QL7StTUU+z27ObmY24GhAPf3nH9+7q/MyJ3BL76XIy2ACFDjXBOTX7iYQsOkwO3NxnDliQx0pN7gqg2UZjrgIiTijqRW6A9idHUGifPJr5AM8wZnSb2DAX0YPbjCXtQw7qcBc1C0q8zgk04jKr0Pr1qRTAIw/qV0BBooNJdmVRiQDiWVGKoOTFMKRKjpkYoMWw20OvFLvpvfgPvvw8lo/ZA0whG5Y4mXxkH4SxiWeu061qdUcJ+8aGcniDTF/XhMDmoFBVOyShoxtpvD/E47NqVGrOA14DB1jGJoNMJAb+4LdorMUzJzO92vYvPnr2YzPHLmP7IdRBx8eKfs7W5HWQdRCwRY4+nGrdb2DVtGjRsH0iWNQuj3ojNaOuQ2LOhVVwnN8uk5aDIL/ETjcKevTJmvRmzwdwmnCQSgUhrLuYML7W1EA+J9wzWEJi9yCFBhIXiIVpaRF6TC14/n+mDx4jxSuPUpKgDyRjQSAw1SscX8ZFhEgtKion294Z20hxq1pJbqsjODhMMSrjdCuY0EsNisJAwiPH2+oWjbzPaNBIjZqonKkc7hJPkK2MJbJ3BgBOWEYgFsJvs6HV6rAarIDGCzeTb87WwIqHEEF8mSiyZCMMQAYMgAluS0p90JQbAtj2N2GwiMWgkHqE+UE9pRil5eSD7s2kNiXASlchTlRg51hyIZiCZfFo4ic1ow2a0MTx3OFE5KsJIgB27BOk0tKztui0pAW+LhSGuUZSZJgMJ1rR+Qh/6cKBwu938+NprefXVv/HUU3/vdQjIkUBvQiI6O6+7n6MFahLQniYDPVg40DE40PN1uhzs9p8SDD5FVVXVvk/4FiA3Nxe9Xk99u7j/+vr6TstL96EPffiWIk2NtLuxkT9/8AE/+tGP+vJgHEH0kRhdID1R06hRo3juueew2Ww8//zzvWrnkjGXMLZgLKAma0x5jbs9u3lj6xvcfMzN7Nol4erXii/qFSSG2UcsaMZutOP1JmP8kyRGc6i5DYlRUAAD8jMh7KKirgm9PiXLV4nT5paEJsN3mtqSKaGYCCfx+yVM1iieiEfLT5FV6EaSJDLMGShWQZCoJIYvKqpWyLJwekcXlQHw5d4vycsLEgxKNDQJ57GNEsPfNpxErcYC8NOfitwKSu5WiGZgDQ9i+1Yhn2hwCMfOE/Fgd8QJ+YWTmp5bwh/14zQ5qawUhITdFcGSvxugTV6MoN+Iyd45ieH3Sxh0hjYkhprUE0DyDCQRN2A55kVGjgQm/5FX/tifvQ2ivUHWQQBsrq0kGhVE0rRp4Ns9CHmv2AXNMGd0ILSaWgThk5eVUhvkFotjqnbptNfSSQw1AXf+8EpqayEWVEmMIFg8xEI2LSdGayvI5iZOGHACj877hZjDdGFQzI5iSiXBVBNaq4obACVmA32Eb+pErK+qhFCRkyPGzN3gwCCL/losQnUR14n16w2Ihq3GlBIDixtfxIe6WRAIQJW7Cu/aU5EkhazJHxKIBrSyrA6TA1/ER3OomUFZgjQKx8NkZoLPKz7W5JgRvSEBugToxdg2+5IkRlKJMcA1ALPeTEWNR1Nh1PpFzHFJRgl5eaDIRppao7S2KiQc1cIGn6zlxCDiQDF5MZlkwmGJXJtQtwzPEXG9al6Mqj2irO/gAVb0kl5btyUlgKJjoGEGSigLnc3Lsj2f0oc+HAgqKyuZMHYsz7/8Mo/ceSfnn//9fZ90FKEr8uFACIqjjcxQcTjJjCNtv812G5KUwf33339kO3KQYDKZmDx5MkvSKjgkEgmWLFnC9OnTj2DPvkU40ovyaMTRzMIeKRwNY5AkMn7wu98RikZ7XFK+D4cGfSRGJ+hJoqb2iEQieL3eNj8Adxx7B7FYjFgshsPowBP2aP//7qvf4TA5uGTUJVRUJMgudOMNe3EH3WDyEwmasBvteHxCiZGdIYiABl8DOTkxsLRiywih08UoznFANINdda04nDIPLX2QSDSCxRJDp1PwuCWyLdnEYjGcJmebfgRjQUw6E16vgtkapSXYQk6OjM4YxZUdIhaLiQokRuHc1dfHicViuENu0ZZHOKXZTgtDs4eyfPdycnOFM7urSjhuevTEYjH0CYOmxNi7N4HHI+NwKFpf1B+P/SsAtmxW2LBBRm+MUa1bRiwWwxv24siI42kR0VDNgWbtPG/Yi91op6JCpqxMwaw3gXMvNpvCli1yymafGZMt1OG6VquMz6dgMVgIRoPEYjH8ET9Wg1U7Rm4UJEXQuZ4iRxEc/0uiER0v/CnpGFsHoJN0rKsUO00OR5zvfS+GuWQT79x1O59+GsdpcuIOudtcu7FVONqZTh0WnZhra7bY3aneZcJldokxVES4iy/sY+dOsTaKRlQRCkFLnSAxEnoPislNLCjKwgaiAZqaEkgWN/0z+mOzinlpbY2n7ArbSBh86PWiTb9fvO6L+rAb7OKYZCndz6s+B4QqKN2G7GwReuNvdtG4vYycHIWsrBgWg4WYJO4Jt0+sDYNioKkpqTKyuGkONJNIxLBYFJpaQzQGG0m4i7HltBDQ78Ef8WMz2sS9ZHJQ66slKkcZkDFArAN/M06njM8jPtZiER1GoyAAY4ogmJqS96XD4CAWi5GQEwzLGcbe+iDZ2WIdVrWIecuz5pGVJfrX0KBQ1xhBcQpCbEdtLc3BZjLNmchhG7LJg8mUIBqRyLHmEIvF6Gfrh9VgZUvDFqLRKHU1egzGOBkZcVwWFy1BMXYFBeL+KYhPprFRxp4R5ePKj4mllUXrQx96g8rKSgYNEp9TW5Yu5Rc//vER7tGB4WA/xx8Nz8Kd4X+ByNDr87Far+WVV15pk5T724xbb72VP/3pTyxatIgtW7Zwww03EAgEtGol3wkc6sXZG3bycDr13xZ513cdR9NYr15NSU4OYwcMYERaos8+HH705cToBD1J1NQejz76KA888ECH17d+s5Xdm4TjE/FG2B7YzuLFi4kkIjy36TlOyj6JZR8tY+PGU8gavYcafxMffvohmHJorAthCMaoqhK73TkWMy0x+OSrTwhvDUNeCdbEYBYv/prKyhJITGbj1kaCUj33Lb0Pa42VYfZh2Gxz8XuN1JXXsdi9mFggxpaKLSxevBiAFl8Le3ftpb4+gG5IkA3bN3BS/hcUnLyVgNvH4sWLUcIKW3etxWyO88UXW8jJqWBb1TYi8Qhvv70EmMvmzSspKSjho20fMS3vewB8sqQcXLB82XLKzeV4vUaQ52Ewh9m82U8w6CWRyGHx4k/bjNsG31tI+vv51782s2uXi4wCHduaN/POO+/Q5GuiJHcNe/ecDDWTWPrlUuRtwikv31NOggTffNOE1ZqgpbGFcCJMfr6XJUtaGDp0PQC+1n4Y7R5tDFRUVw+mtXU4RlnHuk3rWNy0mA11GyCOdmzTzkwkQwSPaSMNu45F72ykcPhmvvpcB+dAhj6DXGMuS75aBVzJ1q3LgVYMV1yP47UlzJkzjOKf57CRjSyOpK6/eo0BpEFsWP0N+mSW+M+++ZDs7Ans3JxAKUhofTDrzKxcv5KNa48FaTz6zFXAWaxc7gVDkM++/JioLk7UayDkDVEeLie4rZ6YsQF3rZtvWj4G5vDxx9/gdosQqZBvNBFrC5s2rQaO4Z13PsLpjOANe6naUcXi1sWUbysCYxGflov5CsaCvPnfNzHpTLTGWmm2NAOzCTZlsWFtKWPGVPP++6sJ+8LsCQopzPoNOyETli1ZxrJlg4BJYPHw7pJ3KbOWYTSezorVa2E4NO2Oozf52N2wG2vASjwYZ/HixchhmW+2fwNAolkQFW998BZ1dSfR2iJIje1bdqPTC+XG8i8/BS5nzcZNkAlfLf0Ks05ITlxRF+trwgxQmli8eDlfuL8AYNOKTTTvbQFmsacqjGFXM9gbQBdj2apV1A+tp3F3IyGvgVhOE0ajTCSkQwko2jwVGAr4aM1HRHZFCLVkkZXl4913l2GUjazZvIbF7sXUeULAxbRss1Gzcw9Oq4FipZh333+3w+dJH/rQE6gExhN3303/khJqvyNJFA8m1Gfiw1XetaeYNOnwlGfd39K2B6MkriTZMauSv+8ALrroIhobG7n33nupq6tjwoQJvPfeex2eIY8I9qccaFfYF5FxKBZud87robqJe+MwH8zx7UNHHE3kRRqqysvZUFXFsccey80338zll19+pLv0P4k+EuMgYcGCBdx6663a/16vl9LSUk4++WRykiUP/vavvxGMBZk3bx4vbHgB/3o/j5/3OANdQ2hqMjBzvJ1tiRATj5kIps2Y4tkU5ZXgMeeAJDOybCA1u8opHVbK+CHjYdQfOKX/T5g3bx6KIvGb38CeRpCNTSIhaH4r806cR3Yu+ENZzDr2WOYNm8cfXvkDRr2RefPmAaBsVRg3chxLFTuZ2XpcBS5uPWc6i/Pvodg5mHnz5rGweSFZrizy8/UUFIxi3rwRPPvys+Qb85k+6RQATjhhCiVZF3DzezdjcXgwGBQcdpFz4PTTTqefox8bNojx6TekjmhkALm52RQWovUFYGPDRqo27iS32IvROIZAQGL0+Go+T4SZeMJEQhtCnHOJkYr/KlR/fRODrg0zb6I4/7cv/pZcWy7r/PnMmZOgoXgAtf5aBk920tLiZN48kT1d+UkFWQN8ba4LUFMjsWiRnmxrBgMGD2DeCfNY/ulyMsOZ2rF3//kzDDl7iOlkZk6eyWtNr5FXrNC8Jxe9pMesMzOq3yhiu0WczNy50xkxMkFwbT23PbiWBy8aRWZsGq6C6jbX/9eybWD2Mn/2meh1eq7bch0jJ4xk5Egz5bWjsK26jV3mM/nRjxI4tzkpG1pGsGIc+ox6xk1ysRyIhQaB2cuEKRPgn58gR+0U5RfhMDmImwqQ7J8zYcQEzh43ix/8AEaMmMq8eWI3TP9jD5gDTJ8uHlSOP/5UMnJ9JNYlmDF5BvNGz+O9j0NgrKc51kyxs5i9vr0cc+IxFDmLWLBkAb/f8nty835KU80kmnb355qH4sybN4+nX3qaDL34uMlwDkFC4qwzzqKqQo/VJhPSxxl/zHiOKz2OzEwD1kwRkpHvGkZdTgOySSanMIeAJ8C8efN4tPFREe7jhVMnn8pri19j4rSJyA3DefkVQIGBA0Zgc+gJAtOOF9V/svMLMctmzj3zXG3cV322iq+CVoaOzWHevHns/Hon1morF8y/gIYGiZ/8BORoNsh2sLaCKQBWO37Zz4wJM3hLzkCx+DCbZZS4mRH9R2jz+o/wP2j0t7LRvBFH5GLGDHcxb948+tX2I7c4l3lz57F01zIw+RiaezIVtf0YMxT+e/27mpqrD33oDZqT8X5jR47kwrPOOsK9OfpxMJzyg43DRWQcKSQSNZSUlHynkuHddNNN3HTTTQe1zSZyyTiYDR5q5q6zDLaHA0eLo9vb8d1Xv4+2Dybo+gOzt3PQvo2jYQ57Yde1kyaxrKqKr7/+mscee6yPxDhC6CMxOsH+JGoym82d7iwYjUaMyZIYLouLhmADRqORrc1bGZg1kJEFI9mzR+QfGDAwgdwk4466wewj1GjEYXZQF9KjM4fJc+SSY8vBHXHTFG6C6b/lgRuvx2g0avH8srsfBTlWTh15Hu+Wv8svT/0lCUs9ukg2x5cdj9FoJMOSQWOwUetXMBbEaXHi80mUORV8MR9Go5FgPIjT7MRoNOKyuPDH/OTkSLjdeoxGPb6Yj8KMQmIx0U5GhoGZA2YiKzLlke0UF0NjnRlKwGFxYDQaaWpKjvGQKnZ8VEYgIOF0gtEolAetoVYu+NcFDM0eyoAJLrZt07N5M1xxg4XPga0tW4klYuRmZHLD9RJ33XcxDc1/1mwJxAMMMg2hqkpi8GA9fpONaCLKiBE6/va31HViIRs2Z1w7T0VmpkhoaVayiCViGI1GonIUq9GaukZdEXLWFgDyHHk4TA7MLg/edf3JMGcgSRJDc4by5nIRfpOXZySUcKOgMHCACBMxBEvwx7a2ub7PB5i9ZNpzRSJVICSHGDpUxxd/mwDrx3Hr6zouv1yPzWQjIkfYs0ePlLWbgkKhRthdaQHzXuLEiRtbiIdNWPQOIokIra06oq56cu25ZGUl2w8ZtIotcsRMzNCK3S4+FhIJI3sDewEYnD0Yo9GIElPAKBJUnjzwZF5Y/wLemJcBxgHUBeoIJULk53ho2nAZOp3CGWeI9m0mG3H8ZGdDS6MFa6kVk8mEzweuTJkQEJSDGI1G7HZo9obQ9dMRD9rJcCWoCrsJxUM4zGIdOc1OdrTsAGBIrijlGpSD5OTokeNAzIoimzGbRTiI3iyUOv5whKyMrDbjPqZgDDG/E2dWFKPRQn2wnuKMYkwmE+rt7ms1o/PosQwKI1uiVDY2oBQq5DnyiIbMRPVCiSHHTOTb87X2yywT+fc1N6A79vcMkCdQUqLDaNSRacnU7rNtrVvBVUTMMwy3W0dRkVin7ddmH/rQEzz55JPYrFaWvPrqke7KtwZ9RMbhhSzX4TrA6hX/K0hXURVSe3Aa7c5hPJg3Qlc1hr/rOFxxb72dq6MpHu9oIC3ao7MvAvX/dv29ZOxYtjU18cDSpW02sPtweNGXE6MTHKpETekJNWv8NRQ7RZkftZJGUgFMnb8OTH5CQR0Ok4NQUIdk8pNtzSbbmk1LqEUcA/RzCC9LrUZiDAxkXP8yzhh6Bmvr1lLtraZVqaTIOIZcWx5PPgl6f3+tOomckInKUSx6G4EAOB063GE3kCpXCqlElDk5bauTZJgyCCTzY9rtMCpvFE6Tk63BrZSWKtTXCGJHTexZUyOOdQzYQSCQLAtq9JL7RC5jnx3LCX87gdZwK29e/CZjRhn48ktobYXjJmWhk3SpkrTmDP7v/wBFz2f/GaKNsT/qRxcsJBKBgQNFVZRIPMKwYbB3r0gkChAP2nFkxDvMkZpk1BDL6pDYU4WnNo9ElkjWmGnJxGl2one04ndbteSb/zfx/7TqKZWh1bSGWgEoynGKpKv+ojYJSQG8SRLDZrRppXB9ER8PPgijf/ozznnmZyQS8O67IrlnMBakqgrIrMSVocfhgNoaPZhFcti4sSlpS3YysaeCbG4ky5qFwSCqhqQn9oyGTMgGD3qjGJdIBCpaKwAYlCUWZzRsTJEYZScDaBVKGgIiLCVsK4eIi1ETxXoBkcQzFA9RVATNDWatXK3bDVmZ4hh1Tdps0OQJU+wsxuPR4cpU8EV9IqFrWmJP9bpq3zwRD9pzcTiTeFSPJckrKjoxl55AREvqqWJ4znAI5pCwiPHa69urlZQ1GMDuChP02An6zORkGbDaEuxuEjdBtjWHSNBEwuRBZ4hBwkCWKVVGz9w8FSWYjfzJ3VRtKEWt7OWyuLT539S4CXtOKzV79bS0oBGSfehDb7Fp0yYWLlzITVdfTZ5683EQnZ8+fKdwJPyIeLyCSOS/nHnmmYf/4t9yHJawsEOxKA53GZ7/FfSkJFNf/o6DgzRyQ1EUfv7hhzywdCnXXHPNdyv3zbcMfSRGFzgUiZrSS5vW+Go0R0klMYYOEjuvtb5aMPnw+yTsRjvhgAHF5NNIjOZQM3X+Osx6My6z8NpUEkP29CM708icIXPQS3ru++Q+Avo95OuHUVUFt9wC1V+coJEpobhIxKiPO1EUyM0yU+0VFRj2RWL4Ij6cZidB4dOKUqk6PWPzx1IdrmbIENi1NRMAs0F4kzU1YHR40GeLsho7diisb/2CTEsmM0pmkG/P518X/otBWYMYMSJFOkwYZ2SAawAra8UHicviIj8fXJM+ZOXbk7Ux9kV8RJuFpzhwoLhuRBYkBsDOnUJpIYccOJxyhzlyiiIcGOPZROSINkaq0x2LgbsuC7J3AoLEcJgcSI5GokELdkk4DhP7TeSOSY8gGaKc+s+ZvLpJ7Ipm27IoLATZk9+hOonfJ6GzBNAl82GoY15aCvrh71M8IMyUKfD224LECMQC7NoFsrMSq9FKofp8Y/YKIsos2tdFMwnFQrS2ApZWzYl3OtuSGJGQAUx+zeGPRKC8tRyb0aaRZaGQhM4kxuXEAScCqQol9QGhXGrSrwXghFNT1V+sBiuhWIjiYmhtsGkVVtxuyM7SISFp42G3Q4snwqCsQUmSQ4xHja8GuylFYgAYdAaNDPSEPVo1HkMsl0hE0iqtyEmbfKGIVl5VxZDsIRDKJmau066jtgngyoqieIuQoyb65Vlw2CUiQZFc1SHlkpB1YPKBUdxLLkMqDjpWNwx0UUZf9AqyLFFammzT7NJKrG5r3kZevzDV1fSRGH3oNfx+Pz/96U9ZuXIlV111FYMGDeL+22470t361uFofMY/Wv2+/R2rcPh1WlpORq8v4kc/+tHB7VQfjn70kRl9ONrRA5XSh+XlPPHFFzz++OP8+c9//k6FxX3b0EdidIGLLrqIhQsXcu+99zJhwgTWrl17wImanGanVmK1PYnRrx/kuYRjVuuvRTIHCYUkbHon4aCehMFLtjWbHGsOLaEWav21FDoLtZtH3YFOJAShkW3N5rj+x/H82uexZ8TQRXL47DNxjGdPidaPYCzJQESE9z6oII/dnt0EY0FR0jLpNHapxDBntCExQDhoITnE/PkJaiqyMDSP1RzzmhqwZruRbYIoaWyUaIhV8Kf5f+IP8//AkiuWcFLZSQCoSX/NZqFSGZozlFU1q7T+APSb9A2emnzhoCOIl0iTGNeysrZKDBBlVsNhQDaR4Up0nKMkiWGIZ+EPyDz/PATDMU2JsWsXwmnNEaEMWZYsnCYn2BoBsEb7a21JkSzyso2cMmgWdy65Uzu+sBCinhy8ES+KonDfJ/dR2VqJ36cTpVHVvphS68Ub8eIyu5g/H957DyxSBv5QhL17FZTMCiwGSxsSozXcqpEY+mgWwaBCOCyBtYVMS6Zmq0pixGIQj+nBGCCuE+SDqsQYlDVIW2fBIBjMUfq7+lOWWQa0VWKUmEuQHaK6x+y5KaWLxWDRlBjeJjtWoyCFWlshM1PCYXK0ITFafRFG5o7E7YacLEEYVHurU0oMo7hXcqw5GPVGrAYr3ohXIzFMsXwiEVHeFSAqRzAawR+KdlBiGLFDNIOAXhBre70pJQZAVm4cmocCUJLnwOU0Qkz0w5zITY65j7DkBiBDl6oZ3lpVjLmgij8vHMD778MVV4jXXeaUEmNny06KS+gjMfqwX7j99tv57W9/y9SpU9mwYQPPP/EEVrVWcR96haOVyDiUvt/hsjka/QK3+wKMxrFs3/4hGRkHNdtDHw4mDvWiONSLug99OFRYuZKXNmygrKyMO+64o4/AOMLoIzG6wU033URVVRWRSISvvvqKY489dr/bqqiAcH2J5rimkxgVFUI1oDrmdf46zDax222Us/AHJDAFOoSTqLvjkHK+IaXKOGPoGQCMHzAAd6vE56IqJi1V/VJKjJjYPSYmnMKhSU94R/OObpUYiqJ0SWI4TA5CiRCnnaZgtkXQbb5I61ttLThyvMRsu7XXxpSUcfLAkzuM2fDh4veIEaDXw7DsYezxCkdTVaDkFgtHUFWz+KN+/PV55OSIMVGVGNnZkJMDW7eK3X9IET/pUMdRH8ukavUwrr0Wvv7jlZj1whveuTN5YLYgMVwWFw6TA9kmdvFN4RKtrdZWyMqS+PdF/+aCURegl/Tk2fMoLIRwaxaeiIdVtat4cNmDLFq3iIDfgNEW1s5XxxxShNH8+eD1QqT8WJrrrSQSEmTuwmpIKTH01oAIX0mSGEQy8HuT+RWsrZoSIZ3EUEOCMPnbkBjlreVauAYIEsNoiTGuYBx6nZ5MSybNwWYSSoLGYCMnZp+INPhjGP0yx05O5YhRlRhFReBrdrYNJ8lKqpSShI3VquDzJxiROwKPB/JzjNrcqgoOdV3m2HK0eUgPJzFEcwmHwWIRXzAROYLZDIFQrIMSQyXA3Lpy7d5MV2Lk5gItgsQYWOgix2WBqCAxDLFkWyYfAUmwew5dKpxk+1YjZx8/lGkl05g9G41kUfsbjofZ49nD4AFmamrE+PaRGH3oKRRF0cIe8/Pzeeuvf+XYLhyDvpCSnuFoJDJUHCq/b39s7s05iUQAr/fH6PVDCIXe1qrn9OEoRk8n+EBDFdIJjfY/fejDkcA+1vPJwK5du1j9v5br5ShEX2LPwwCvF046CbL6n0z8tDjNoWa8EW8bJUY6iVHrr8ViyyCMIDHiYRMkc2LkWHNoDjZ3IDFMJrHrHA6nSIwLR1/IK5te4fjEGP6yBD77TBxXvyuHaDhAQkloSoxEWDhlI4tKYLOoEBJLxLSd7/YkRjgeRlZknCan5gCnkxjhRBiLBUbO3MGGdd/T+llTA65cPwFdHUZLlFjYxJljTup03DIzhUJl9Gjx/9Ccodp7mhKjv+h/RQWMGR8llojhbchm4EBxnKrEABg7FjZsAI8n1X57qCSGLpaBuz4bnQ6qPpmNs18jXAY7doDRJBPLqMZisGAxWHCandRaRAJMQyg1J263uIZJb+Kf5/2TKk8VGeYMCgvh81VOfBGfFmby+e7PCQeuxJSbIjFU5Y6iKHjCHjLMGUyYACUl0LzqJFo3Jw1xVWE1WrUklAZrqE04CZEMQr6kJMHa0mk4iRq2gylAXBITGo1CeUs5Zw5LxS4Hg1Cak835I88H0JRBzcFmZEWm1FzKtGkVrCi5hAxLWjhJMidGcTEEWjKwJkufut0wblxbwkYx+VGiFoa4RhEMQkGuBUS6DW09qgqhHGuSxEgqG9Q51UeziUTAahE8bSQewWSCQDjeQYmhKosaElvxRrwEYoE2SoyCfAncZQAMKcpjl8uKVO3EarQRDSWJGrMPnyTCaew60SdFgU2b4JRT6ACX2YU77KaytRIFhdFDMlBEkZg+EqMPPcZLL73Ezp07OeGEE1j68ssHrd1oNIrJZOrVOX6/j9/85iGqq3cxa9Y8Lrzwyl7vUm3evJ7nnlsIwPXX386oUeN6db6iKLz66iI+/ngxJSVl3HLLPTgczn2fmAa/38e77z7E+vW7mDJlHrNm9d6Oysr1vPmmsOOcc25n4MDe2/Hxx4tYuXIx+fllXHTRPdhsKTt6ki8xHPaxbNlDuN27GDp0HhMmdG9HZzntvN71lJcLOwYPvp2MjHH7PKe9HaHQIgKBR5HlPaxZs7xv5/LbhE6cOZ/fz0O/+Q2RaJSJY8Zw5eTJYk57UZljfWUlC998E4DbzzmHceoDW3t0QWQoisKijz9m8cqVlCkK95x4Is70xPrdESDJm8YXifDQ0qXscruZN3QoV06Y0LO1mZZxd31dHQuXLxd2zJjBuC4S/3cFRVFYtHYti3fsoCwzs6MdPcB+25GGo96OHhJana6rXhANXdrRbk3PLyjAIEm8+eabTJ48uYvW+nA40EdiHAbcdhvs2QN6u9g93tYkkkIWOsTWeWUlnHiicFpBKDGs9sG4AX00E6IOMHvJthZqSoxafy3TS9omGXW52pIYZZllrPrhKp57TjhqTU1w2WXw4otG8AzAH/WnSIyIcApL8zPJseawqlaEbaQrMULxEK6sOMGggR31QhFR4ChgR1AkQFSfeZ0mJyFZKDyGH7+etR9cyubNMGqUIDFKZoapCDaRcOyB8GAKsu1djt2vfgVDknk7h+UM015XSYy8HD06i4+KCqeWb6S1xsUIlcRIKjEAcgdVs+rTfoicjAYt10I61MSeUjQDb10uI0eCb8hf2fjPq/ngKkFiFPYPsVunaM6ww+ggYhbKDF0w9eEvlBjib71OrykaCgvB2+hAQeGF9S9gM9pYUb0CY8CErX9UOz/TkklTsIlQPISsyLgsLiQJzjwTnntuLuhkfnCThz/l7GgTTmK0hXBH3GARJEci7CTkTcrLLftWYsQkwWgEQzK73LsYnDVY61MwCLMmTOfKCWLtqTla1HwYmcZMTh9wOmvr1mpqCxBKjHA8TFEZKLIBQ1h0tqVFED05thxqfCLra0RqgZidIlNyvHKtKRKjXU4MVYmhkiB2O0g6GX0kh3AYrGlKDJMJAiG5A4mhqmv2Jlax1yfIqOKMlBKjsMAIighpGVHSj6+cEtZEHjnWnFROEZMPjyQ6aUWwEA0N4r4bM4YOcFlc+CI+rcLKpOGpEJQ+EqMPPUVLiwjl6ml5t0Jqe5QcsLcEBsAPf3gBy5Z9CMDbb78GwEUXXdXj8/fu3cPZZx9HOCy+O957700+/XQzRUUlnR7fma+0ZMkifvvbq9HpxGf71q0bePHFMKbwYwABAABJREFUd3thRVs7vvhC2HHKKVf1+PympmruvPM4IhFhx5dfvskzz2wmN7dzOzrDxx+3taOqagP339/Rju7IjNdeu4Da2lU4nUX4/XWAwsSJ3ef0SvdDQ6FqvvjiOBIJYUd9/ZuceOJmrNaSDud05beGQovweq8GjFx66QVMmDCh2+v3Yd+opfCIqqouu/FGmlpayMvJYfWGDej1er5//vmpA/bBbFU3NXHcnXcSiojnsje//JLNzzxDSW5uj/vw8mef8bv//hd/OMxHHg8bwmHevf/+np2cvGkuuOUWPqwQictf27wZgKsmTmxzTHdtVDc1cdwvf0koFhN2bN3K5htvpKQXVXcWrV3L1f/5D7qks76hoYF3e1mq84JXX+3ajh6g2uPhuOefP3J2JMf61qefZofHQyQe58/bt2MZOpSLTzihx33Y09jIeY89RobVitNm46d//jN/v+UWSrqay04+NF9Yv54/rV7Nypoa4olEyo52a3qlx0NcUfjkmWeovOYaBnZFwvXhkKMvnOQQ4+OPJf78Zxg2DPxuwUxuaxYkRpGziEhEOPaDBokde4vBQr2/HqtNJJ3UxTMEiaEqMWw5+KI+dnt2t1FiQIq8aP/Zo5YNBbjuuuSLDaPxRrxaYk85LBxOhwOG5w7vlMQAsGWI4z/dsgGAyYWTCQZTKgwQjmY4IRQFJZM2o7P4eO010YfaWsgtiFHnr0O2V2vX7AqXXw7Tpom/h2YLJYZZb9YShWZaXBhydlNRIcINABprHJ0qMd71P0plhYGKKvG/mmshHfYknyJFM/DXFzBoEBSc8RxF4zdz3XWwbh0MGBRJXjsTEORTQGlGZ/GjBFKhBKoSoz2KiiDgM0HMQq2/lp8f93OCsSB+nw6LPaYdNyZvDGvr1moKBXUObrwRhp68nNH3XMZt99WBRJtwErMtLMJJjEF0OoVE2EHELybIYPdr5EKnSgxjgCjixVp3M7FErE04SSjUdq5zbEKJUe9PkhiGTH5yzE/47OrP2uwGWI2pxJ4A+IoIBkXFmEGD4NjiY1lRvQKAAI1IMSd2WRzcL9eq5VRJr04CaUqMZHiGJIHZESK26xh27ACbNaXEMJshFJE7hJO88AL0H+bB71jL+vr1Yo7SlBgl/VI7CmP6l2C3gymRRa4tN0VimH24kw+WFjIBocKAlJIoHS6zCwWFNbVrsBqsTByeWjd9JEYfeopRo0YBKTKjJzgUDpAsyyxd+gGJRIJEIoFOp+Pjjxf3qo0NG1YTCPiRZRlZlvH7faxataLTY7vykVauXIxOp9P68emn7/PVV3KPKxF2ZsfKlb2zY+vWFYRCfhIJmURCJhTysXVr53Z0hdWr329jx5o17yPLHRNRq2ivwE8kZMrLPyAYbKK+fj179nzB7t1f9Pj6U6ZAdvaXZGRMQFFkFEUmHvfR2tq5HV1FFESjiwEJiHH22Wf3+Pp96B6HpUpJJ5BlmR9ddRXrNm+moamJ5StX8vaHH3Y8sBs5/oqtW/GHQsiJBHIigS8UYsXWrb3qxxsrVrCmspJte/fS6vezbNOmbu+Pzuz4oKKChKKQUBR0Oh2Lm5p6FcayYutW/NEosqIgKwq+aJQVRmP34THt2l7c1CTu82Q/3i8vRx4/ft9tJH/k8ePb2iFJLN6xo1djuaK6uqMd1dU9OznZjwOyIzkff/noI5Zu2sSX27ezYts2/r2id5+ZX27bxs7aWlZXVLB040Y+2bCh+3XVyXy8vW0bX1ZXk2WxMLFfP97fuRM50TF33mm5ubw9dSo1kQjHjBjB52qsfh8OO/pIjEOM++/XM3s23HQTeFpMoKSUGEXOIqqqhHOvOt0Z5gxkRcbhTLIOUacgMYypnBggkil2RWK0z5elqgFKSmDmTLA54tA4Cl/EpykxYiERbuB0ipKTa2rXAKmdb1U1EjKKD7cvt+9kSPYQsqxZHUgMp8lJKLl7E9f5cY77hEWLBIERi0FBP5HwsahQOLndkRjpGJA5AKPOqDnzIJxXJbMiRWLIehprrCkSI6nEaA21EsgWHzRLl4n3crONHa6h0yX7E3ESbOjHoEEQjoc49cevU18vQnIGDhJflqoz7DA58Ef9SPYmZH/KA+2KxNAScPr7kWXJ4rbpt2HWW5D92TgzU+EkxxQfQ42vhs2Ngl1X7R4zBub97FXI36iRUOnVScy2qEjsKYHdmUAO2Yn4xTxmZaGRC10pMSJJEmNPi0hWOji7rRIjfa7Tq+WAIDGsRiuTi9pK7KyGVIlVgIS3kC1bxNofPRpm9p/Jbs9udnt2403UYpAz8HhEP7OzdBph1EGJYW2rxACwZPjwfDMfvx/OPluHXtITkSMYTQrxqKS1BUIt85//wPmXBECCpbuWAm1JjKJ+yXUiyeRlWbHbIVNXzO/m/a6NEqM5IVQcckwcv2mTUCcNTg2fBpdFMI2ralcxOHsw2Vk6bVz7SIw+9BTFSVawrKysV+cdbCJDr9fTr1+xphwAKC3t3e5Uv35FHUI/SkvLOhzXHSGRn586XqfTkZNTgl6v3+d5Kjqzo6Cgd3YUFJT16LXu2xjIqFHHk5NT0sGOfWHSJJgyRU9ubjGSlLLDZsvp5qyOyMwcQGvr55SUTEensyfbKOv2nPa+q16fOv60007r1fX7cPRBr9cz9+STWfzCCxgMQsg9UC251R5dMFtlnSTH7+y17lCWn1Iu6nQ6cpzOHt8fIOw4eexYThwzhlGlpRh0Ogb2tg/7a0eaAz9mwACOHzWK6SNGcMzQoZw5dWqv7SjOyUl9XkkSA0eM6DF5AFDWyUNq2bRpvWsjP58Cl4vjR43ipDFjmH+gdsDhnQ/1+ORY1AcCrK6tZf7w4ejVPqWtZUmSOLOggG9mzmS0w8H8WbPwazuBfTic6CMxDjFefTXO889Dfj7EojqIONnavBWHyYHT7NQSUqpOt5qwUnXs5UAGRO3ozCHsRrvmtEGKWFChKjC6IjGOPx4kCQYPi0BjUomRTOypkhg2myAx1CSLqrM4uWgyNqONrUFR4mRtxV6mFk0FOjq2DpODsBxGURQi8QjFc19k92742c/E+0VFwjmdPnJgG1v3BYPOwKCsQZoDCKLaR8y1jYoKRfTZV4wsS6jP9Ga92EXf2rQVcrcg6WMs/9wAJMh2dS6ZdjoR6oWmwiSJEaag1I+qVhySTM2hKTFMIpRFsdUT9WZq7aSHk6RDIzF8hZw94mzsJjuTM08F2UxmXkg77pjiYwD4qOIjILU2QJRYDcaC2vylh5OYbVGhxABcmQl8jZnIQSdGS4TstMHuKidGWBFhKHtbm5CQtCok0HGu1ZwY9YF67EY7lmQC1PawGq1E5Sg5uTJIMglvPzZuFO+NGgXHlR4HiNwgLXI1UsyuJWDNzEyNdXslhkrqpZcsPfnnzzDu3quoroZLLxVEVjgexmCUQTa3CSd5+WWQZbjxGtH+p1Wfkm3N1qrRAOQlRRJ6awCdTqh1YmETM0pnaONntSdoUUQ4TCg5hRs3iqS0hk6C9tS5XFW7iiHZQ5AkQTJC52vmcGPZsmXMnz+foqIipGTsZ3ts2bKFs846C5fLhd1uZ+rUqezevVt7f9u2bRx33HGUlJTw8MMPtzl33bp1nHXWWeTn52OxWCgrK+Oiiy6ioaHhUJv2nUJFUka8P0mnDzaR8Ze//FsjAE48cTa33HJPr86fMGEq99zzK0wmEyaTiXvvXciECVPbHLMvIuKii+5hwoTZSJJEdnYxCxb8u1fnd2bHRRf1zo6hQ6dy9dULMRhMGAwmrr56IUOHTt33iWk4//wFmExWWltrmDBhTgc7eoIFC/5NTo6wY+LE2ZxwQu/sKC6eyuzZC6mtXYXLNY6RIxeSmblvO9L9Vrv9HnS6MiTJTtbR8MHWCfb1WacoCvfeey+FhYVYrVZOPfVUdrTb7V6xYgUTJkygrKyMv/zlL23eW7p0KbNmzSI7OxubzcbQoUO58soriUaj7AuRWIxEJzvBcOTUGAAnTp9OUUEBs088kXtuuaX7g1UyI/kz9ZJLWHjvveI+NxhYePXVTB06tPs22uGeiy5idjJnQnF2Nv9esKDXNjx25ZVU1NWxde9eTh47lnsuumjfJ6Vh6tChPHfDDZw4ZgzHjxrFszfc0Gs7bjnrLKwmE19u20Ztayv39rIPAP9esIDi7Gx0Oh2zJ0zouR1JImLq/PksvPpqTAbDAc3HpMGD+XzLFsrr6no9lgdkRxJThw7dfzuSRMY9J57I7MGDkYCSjAzuaR/O0o6UyzGZWDRhAt5YjN/97ne96m8fDg76cmIcYvTrJ6piaOF+wTy2NW3Tdnp37gSjMeXAqLvtrkyZ/v3hN3eOh7CM1S6LBzNrapu2p0oMlWidOVP8HjkqwYYlo/FF3ZoSIxoy4XAIJcLw3OHauaqzaNKbOL7/8azyLQZ+yM7dPn5wvnigCQQ6khgyMhE5QlgOkzmgmhtvhKeeEu+fd+x0Box+noYPSvgXPScxQOTFUPMWAOTb8yFrLVVfgycYgLrxQFp51mTYyZamLWCIYSjYwbbNI8HixmG2dWifZH98tYUocTODBkFoRwirwcqttwoHdf58hXtfSjnWDpODQCwA1noi3glaO/tSYhiCpVw+VsQNjrXNZjmQlRfRjivOKKbIWaSRGOkKFJXECMeFcsNqsJI/QBBZruIG9obdAJxxVoh//G0IjC7FYPe3CaXoTIlhs0Eo4UOSoM7TSumAUkz6FNnTqRIj2Ey9v54Ce9est0oKxAljdAWItuaxaZMog+twgIM8RuSO4LOqz2iMZpCIWtokYFWJhy6rk6SVLLUUVpDtrEWNZrEYLETiEXSGOMimNmPwt7/B6afDoP42ipxFbG3aytj8sW36rpIYVmcIyMBuT42XzydIDYfFQb1BXD+cFNNs2tR5KAmklBg1vhqGZImkLyUlUFfXOelxuBEIBBg/fjzXXHMN3/ve9zq8X15ezsyZM7n22mt54IEHyMjIYNOmTVgsKfLnpptu4vLLL+eYY47h+uuvZ9asWcyYMYPGxkZOOeUUzjzzTN5//30yMzPZtWsXb731FgFNEtSHniAnR6z/1tZWynqZjA16niOjJ5gwYSorV+5GluVe7cKl4/vfv47LLvsBQJtduZ7CZnNy//3vHlAfOrOjp+EoKs499zbOPls4d0fKjqFDp/L88x3nozcJ9WfMuI1p025JntdzO9Rn/W++cSBJeszm3js1hwv7+qx74okneOqpp1i0aBEDBw7knnvuYc6cOWzevFn7vLv22mt56KGHKCws5IorrmD27NmUlpayefNm5s6dy80338xTTz2F1Wplx44d/Otf/+pR+MOoi09lyJARLFu2pcN7R7ra0D+ffXa/1jbAbddfzy0//CEAuv2o8OC02Xj3/vsP6P6YOnQou59//oDauO700/nBnDnA/t3nR4sdt517Lrckw732147/3nvvt9uOSZNwrl7Nu5dfjpxIpBQY7dEuP8YAm42fTp/OXXfdxcyZM5mpOlp9OCw4Ch6X/zegOkIE8ihvXcXM/mKhb9kCQ4emHBfVUXVYzaxZAz9e0MyLf8nEVSB21veHxBg0CH7yE1BzL40ZrePVV0biDr2vkRjhoFGrzDE8J0ViqDvfALMGzuLBpQ9is8sEvVlMLU4pMeypwzQH0x/1E46HsRgs3H8/vPSSSC46fEAmY01X80IyZ0BvSIyfHPsTGgKp3dp+jn6QVUE8LlG1R4aqEykukRkwQHwIqkqMLY3iISCevxKlZhSYPZpD3B5OJ+yuLNbGLrxF2GAwwH33gS8iztOqfCQTsmJvJOAWA5FIiCoonW0+ZWeLMINHjl3EKYPEQ9AAvUj8kVcQb3PsMcXH8Na2t4DOSYz0cBKnUyTKnPdSJRsrxXq57kcx/vR7B6y5Bl1+U5tQinQSo7FRrEGHM4E/5sNsFiRGelLPRKKTnBhpSox8e0ri2R5qHo5QPIQ+o56oO4dN3rZO/szSmby1/S1C0hyIGmluFsqhjIxU6E5PwkkicqSNksKsFyFFOkNMkBjJedu6Fb7+Gl4TufsYkj2kTeljFeq9W5SXrIySRmJ4vWIcHSYn9QYRUhMOpyqTnH565+ORPg9quE5paapU8JHG6aefzulddR646667mDdvHk888YT22uB2cTOtra1MnjyZcePGUVRUhDsprfniiy/weDz8+c9/TkmSBw7k5JM7llnuQ/fISy7OpqYm2A8SAw4ukQHs9wOoiv11jA5mHw5GG0erHWnFFXoE1Y59VSLpDMOHb6S+fidvvHH07lJ291mnKApPPvkkd999t5bT4+9//zsFBQW8+eabXHzxxYAgQiZNmkR+fj5ZWVn4kl+sH3zwAf369evwOTl37twe92/nzq18/fUXHHPMcftr4iHBga5vXXuZfm8XF333+cFso88OtA/HLgkMFelrdsoUfpVI8HFlJQ888AAfdpYjpg+HDH3hJIcJGokRzCOeiGuO0pYtMHJk6jgtgabRRnY23P1IK9yZSdnxovxROolR4Gi7890ViWEwwJNPipAWgAljTRCzU1mpEIqHMOlNBPw6jUwYnD0YvSQ+SFRnEeCUgacQiAXQO5sg0I+J/UQG5M5yYgD4oj6RUFFvJisLnnlGVNZQE9/37y9+90ZlesqgU7hk7CXa/yqJAVBZIUHVCVrYDLRTYgBKQfLpzeLulsRo2SMmrKwMjYhRoZ6XrsQAwN5AwC2cda9XOLKdKTEkSfgbrY2pNnNkUcIiL7/t7swxRceQUISctFMSIy2cBISSxmq0Ek8IMmTIQBMz59ZBJJOEublNKIXTKcJIFEUk2CwsBKfFjj/qx2yGRo+3DYmhKgzaKzEicoRKd2X3JIYxSWLEQkgZdYRasjooFWb2nykqlBgFsVZTI9ayTpcijFRSTR179R5QE3uCmC+VvIJkXpR4BMkQhbhZI0Q+/xyt2gukEscWO1OVSSCloirJF/Nst4vcLrGYGLeiouQaMIgBCoVE/he3uxslRlpo0JBsocS45BL40Y+6HMKjBolEgnfeeYdhw4YxZ84c8vPzOfbYYzvIsB988EFOPfVUbDYbOp2OOckdq379+hGPx3njjTdQ1IzDfdgvlJaWYjQa2bZt2wG1c6R3dftweNHD3IUHjNra1zEajZzQiyoDRxMqKyupq6vj1FNP1V5zuVwce+yxrEhLPHjvvfcycuRIXC4X06ZN0xLu9uvXj9raWpYtW7Zf1y/NF+TiOefM7KDc6Ix4PJIhJgeM9LCTPvThSKEXyV3VtarT6VgwcyYfffQRK/eDjOvD/qOPxDhMUB0hS0QkQSpydE9itIn9N4bJsQvHy6g34jQ5ybHmtJH5Q9c5MdpjwjiReHDHVhPBWBCb0Ybfj6bEMOlNDMwS+SrSHf0J/SaQacnEZywnMz5C2xXvLCcGtFViAFx4Ibz9duq444+HTz/tPPFhT1HgKABXFZKksGOTDWoncfJJqWWtXntL0xZRZaPf2uQb3SsxEgkdkrNWhFfEQpoTDqJcaoY5g1ybmFSVtMHWiKdVOM/p+Rw6Q2GhcHRVuJusWBwRLp7YNoO7mhfDarBi1KcSkdqMNmRF1tQH6eVM0wkXi8HCRf8ncjVETfUdSIxEQsxfTQ0UF6eSlJrN0Ozzt6lMEgwmr92uOgnA5sbN9LN3vROs9i8cD4OzmpbqAqqq2pYfPX7A8QDozIIMqKlJren2iT2H5wzn/cvf18oMu8wu/FE/ckImEu9ciaHoo22UGBUVIoRDjYBQSYz2SgyzWdxT6lyqqqNAQJROLi1NrgF9HEknEw6LtkGorDqDzWjTiEKVxJgzB26/vcshPGrQ0NCA3+/nscceY+7cuXzwwQece+65fO9732Pp0qXacfPmzaOxsZGamhreeOMNbYdl2rRp/OIXv+DSSy8lNzeX008/nV/96lfU19cfKZO+tTAajQwbNowNGzYc6a4cFnxX/JsNGz7l2We/BYzlAcDrXceOHQ9y8cUXY7Va933CUYi6OqGuK2iXILCgoEB7D0Q4SXNzM42NjTz99NPa6xdccAGXXHIJJ554IoWFhZx77rn87ne/w+v19uj6expqu02QW0thm5/0177VaJdHo4/g+B9Cd3N/ONdEL5ne80aNYmh2No8++uih6U8fOkUfiXGYYDQKJ8gYEbu8Rc4iPB7hyHalxIAUmZGuwMix5XQIJQHhaElS29COzlBSApLFS/k2i0Zi+HwpEgOEk2g1WNHrUtIuvU7PSWUngb0OezT1xdodiRGRI5oaoj0kCU48sfu+7gs2ow2nzYIr38eKxUNA0XPSSanSnuqOfGVrJScOOBH6rUu+4dEc4vZQx0HKqiSeiCMrchunGOD9y9/n6glXA22VGKGAnkhER6uI5uhSZdKexKithbISM+MKxrU5bkqR+IBOV2GodgM0h5qBtsSFShhISBh0BiZOjsGQd5Fz13XIicH/Z++8w5rIujD+JpTQQkeKVBsIigVQsWNBZdfeey8rNux17V3XXnf3U9dV117XroiVVey9oiJSFKVIh5zvj5iRkABJCP3+nicPZObOnXMyk8ncd849B+IpJeHh0iKGlrYIKakimcokgGwkBgB8TvqsWCRGRjIy9T/g60exHVkjFZyMnWBtYA0bU7FyER7+QzjIHonB4/HgW9GXq7Qi+XwS0hJkzjlJJAY0UsAT6XKfXWjoj4S6wA8xobyhdCQGII6kktgiiVj69i2LiPF9SpGWtljEkBxb6xzuJXk8Hox0jKDF14KdYQ7Z3YspkkRz7du3R0BAAGrWrImpU6fi559/xubNm6XaCgQCbspDVhYuXIjIyEhs3rwZbm5u2Lx5M1xcXMrMYFxdpKam4u3bt6hQoULejRkAVIpaVzu3b5+Cnl4eTxsKGFWiMZQZL2hpiQXubt26Kb+jEoi+vmzyUg0NDWzbtg0fPnzAsmXLUL58eSxatAhubm6IiMg7+mnB8Ilc3o0OHRri40cFS1+ihEdl5AYTOEoP6jqGBSV0KHGR1ODzMblBAxw6dAiPJFnrGQUOEzEKEQsLQDNFLD7YCG3w9HuuplxFDG1ZEcNU1xTWQtkfqNatxRVA8prOxeMBxg5hePRQUxxloKmL2FhZESPrVBIJzRybAQaR4CX+2L+8xJ6AbCRGQWFlYAWhZTQ+vrQEXxgt9fRbMpglELxsvKAjTIG26UdAJ04qeiErkkGqyPgVN10je9t6tvW45IxZc2IAQHy8gCsPqmgkRkSE/AGvkY4RXMxdpCqyAFlEjKQYCDQE3GA+q606mjrg8XhiAaG3H9DsV5lIDOCHiCGZFvEt7Rt4mqlAhgAu5i5ce7mRGFmq5eSW2JPLiZGejAwDcQULHu9HAlbxex46V+0ML0exsvHxYxYRQ1c6sae8zwkA4lLiZKeTfI/EEPFToEV63GcVGirOeSKhspn8SAwACAgAvk9/lhuJwSXA1cnkppMIBLlPlTISGKGCSQUpobAkYG5uDk1NTS5kWkLVqlWlqpPkhZmZGbp27YoVK1bg6dOnsLGxwYoVK9RtbqkmMDAQiYmJ+KlOnXz1U2oHPGqgIESPAQOWon//JervWEkKclqJpqb4XqYkJ+u1+p5nJnuUWFRUFLdOEcqXL4++ffti/fr1ePz4MVJSUmQEX3n09G2LBQvEkR23bwdj06blSlgvG6lR6r/nTMgo3hSl6KTqfpW4SParUQMVTEwwffp0JY1jqAoTMQoRCwuAnyQe6NkIbfDsmXh5lSo/2kjmykvEC20NbWjxtaREjDo2dVCvfD2Z/t3dgSUK3he5VU/Dp1fl8SX5C/S09PDggbjUpYTRdUfj97a/y2znV9kP2kZfkRr3Y1Atk9hTSzygk+TEyKnsprqwNLCEtoW4Yol+5dvIMp6XGsxWNK0IW0Nb8HynQMPrD6npGVnhxByTN9x0jdyEGE7s0ROLGHFxApUiMXJ6at/QrqFM5I1kMP8l+YvUVBfgR9SDxGYdTR3g+2eSPbEnIBYxsk8nyeAnQoP04Wrx46TIbToJAIUiMRLSEiD6LmJUrCjdFwCs81uHub7iWrxZRYzs00myIxH/4lPjZaeTaIpFjPiMz9DGD6UueyRG9XLVsdFvI1pWaCnTv78/0PL7Ysm5HhEhzn3CTScBIBAQF4lhZQWpczE7RjpGUpEuJQVtbW14eXnJ5GF48eIFHBwcVO6zYsWKJXrAUxRcvnwZ1paWcHN2zrtxDpS0gU1h3vsWh6iNgkZZIUPRz18kEk8L1CwO5ZZUxMnJCVZWVrhw4QK3LD4+Hv/99x+8vb1V6tPExATW1tYKX+saNWqOa9de4vDhy5gwYY5K+yxTMCGj+FHcImWUtUfBPBnamppY0KwZjh8/jmvXruXDQIailNxflxKIuTnw/J04j4KN0AYnngIODtICQPZIDAAYU3cMWlf6kc1608+b8m1LywbmuHqgPM49uwETvj3CwoCsD/McjR3haOwos11F04pY3Xk6Rl/iQSQSR33IJPb8HpkgicTIaTqJurAysEKEyRsATWDi/BDAj0zjWfddwaQC7Azt8Mrlb6nEitnJKmLEfi9VmpuIweXE0JeIGNpcXhKjHHZjbS2uCJKRIU68GhEBeHnJb7uy1UouIkRC1ukk2aNEskZiZH0PQO50kqgocQ6P8uWBZwIhIr9FIg0JMNO2gSb/xyVCnohhKDAEn8eHiESw1LdELGLl+iCx4UvyF0AoztGRU9JLyffh06cfIkZ75/ZITk/OORLj+/GM/BaJiG8RUlV1BBoC3I24iw+Jr1FJR/w9SkwEoqOlRQwej4dfvH6Rb5Qc+yQipL09IIwXf5g6OuLEntHROYtSEgbWHAhrg+I5gPz27RtevXrFvQ8NDcW9e/dgamoKe3t7TJo0Cd27d0fjxo3h4+OD06dP4/jx47h06VKefZ84cQL//PMPevTogSpVqoCIcPz4cZw8eRLbtm0rQK9KHw9v3UJ1FxepSCxlKGkChoR8FDTgtsvtHrYsiBdZkdyfK1q1RJFKJUlJrwEAVbI+pSmG5HWtGzduHBYsWIDKlStzJVZtbGzQoUOHPPvesmUL7t27h44dO6JixYpISUnBX3/9hcePH0vlzsgLJ6dKcHKqpIp7MkTAWm4i35yWl0iUGaCWtS97YVOcxIvsKFtySYELZXc3Nyy7dg1Te/XC5bdvVf5tZigGEzEKEQsLIPOxOKLCWmgtk9QTkE3sCQArfNUfYv1T4/KYDT7ePTeEUCiuMpLTIDo7VlY8ZGYCMTFin7KLGNoa2tDkaRbedBJ9K6QZiufmWLo9k1onicTg8/iwN7KHnZE4/0BOg2FAvoiRPdohK5LoAEPTVMRDHIkhFPJgYPCjdG52rK3FVUGiosTiQW6RGIYCwxxzYnxO+izz+UpFYEBagJE3nUTyQN3GBjBIEUdiJFEsHLWskZYGODsD27cDqanf953lo+Pz+DDVNeVyYuQkYkhsUETEyNq/RASyFlojwDtA/gb4MZ1k2oVpSEhNwKBag7h1Ak0BHkY/hL6uNowzxNEiklKmWUUMRckuYtjZAQYvDb7bzkNKChAZmbeIMabuGOV3XkiEhIRIlTwdP348AKB///7Yvn07OnbsiM2bN2Px4sUYM2YMnJ2dcfDgQYVqpLu6ukJPTw8TJkxAWFgYBAIBKleujD/++AN9+/YtMJ9KHREReBcejkb5nEqiCjkNggqbrPfHyo5FJO3z00dpQ5nyq3kJSSkp4nPEOq8LYRGT17Vu8uTJSExMxLBhwxAbG4uGDRvi9OnTXK6K3KhTpw6uXr2KESNG4OPHjzAwMICbmxuOHDmCJvlNCJYPcvquliohQ1GYmlmw5KUYl0RyuVDy+XwsbdECrf7+G7s6d0afQ4cK2biyBRMxChELCyA9wQTGOsbQ09LD06dA27bSbeRFYhQE1avxwdfIgCiyFlK+VIOlpXgwpgiSRN1RUWKfsufEAABdvu6PxJ4aBRuJYWlgieSKW+Ax1hSWTp+l1kkiMeyN7KGtoQ1boS2A3D9fSU4MRSMx+Dw+9LX0YaynCxgS4uO1ERmZcz4M4McAV1KB49u3vAe9WVFmOknW9fIiMSSD8fLlAYMwA3xM+IgUioWxpgMiI4G3b4H//vsx7Sn7sZaIGJb6lniBF3LtldgQkxQD6H5BXZ9P+Pln2YSPgHRkUm6fYVYk35vbEbcxp8kcLr8F8EPI8rRzx9fn4hl06hIx+Pzv4s+77+VXdTW46SQKjOeLLU2bNs2z/OmgQYMwaNCgXNvIo0KFCti6dauqpjG+k/DtG+Li4xH1+XPejeWgrOiQ1+DGGhFFGtmh7EM1CWycIk3WqGlFBI3s4xPJ50mUDkBcQac4k9e1jsfjYd68eZg3b57SfdeqVQs7d+7Mj3mFTpkUMnKCCRzqobgKGfk5hrlEZfhWqoSe1aph7OnT8I2ORrlyOU+1ZuQPlhOjELGwANLiDeFo7MiVYcwpEqOgRQxtbaB8pVggsibi31RFnTq5z9/PiiSfVVQUkJkpHoBzA//v6PB1CjWxZ0x6OHRr/AuhQNoQyQBWUipUkUiMpk2Btr0+AgaRCokYgDiXhKHAEBYWwMuXJti6lY+ff865vSR1wIsXeVeykIeq00my5sTQ1xcfc6lIDG0DfEr6BGikQqhpBkk+s9BQ+dNJAHFyT11NXbmJYCVIRWLwgJXbXyCnKcVZ+1dUxNDX0gefx0cl00qY0nCK1DqhQIjywvKoWd4Fyck//BEIlPvMuX1lETGsrcXRNpYGlhDwBdDX1eQSexbzB5CMEoxIJEL7gQMRHROD/l27Fui+JCkBFW3LKD0oOBVcCsl085o1xb+1t2/fLgDLGAVJSZ1mVqgUx0F5cSYkpHgJP+qyJYeL5Jo2bfAlORkLFy5Uz34YcmEiRiFiYQGkpwiwp90RvHwJiETS1RmALNNJckhgqE7q1BYAEbUR+7qywlNJAOlIjFevgPR0WT90Nb5HYmTkXGJVXVgZWIFACP0a+iM/xXck+65g/F3EMMxbxHB2BmYsDQP4hK8p4gydOVUykSAUCGEoMIS5OeHatfIwNQWWLs25vZkZULkycONGPkWMpBgZgSV7JIYmXxN8nvirnnU6CY8nFp+ePRNHZQiFP5KUamhlQJsMERkpbvv27Q8RI3sUramuKawMrHKd+8fn8SHQEPz4PHOZnqOhIRYYAMVFDB6Ph4neE7Gz406Zz2Ne03k43+88qlfTxOvXwJcvYhHD0THvSj7y0NYWCxfv3v2IXupWtRvWOK+Bnp44UeqnT0zEYBQc58+fR+C1azi2bRva+voW2H5UESUKQ8jIzMzM1/YikYgrFVxUNqijj8LyIy8xQySS7cPWti68vLwwceLEPKO6GMWPMlHNJL8oKGSUlO95QfchEokgunkzXwJCsfEj+/GQXCS/Xygt9PVhZ2iIUEnYL6NAYCJGIWLxPXpeL92BC+HPHolRxawKurp2hbule4Hb07ieEIjwQFqiPpSZVq2vL35FRgL374uXuWczV4evg2/phROJISntGZ4QLhMNkD0Sw9Yw7+kkwA/xQ5VIDADYvDmTS+6ZE/Xri0UMiVCgRMU2zv7UzFTZ6STfBReJDzweD7qauuDz+D/KwX5HKBTvv3z5H34AgLGBHtLSeFwkhkTE0NOTjdixNbSVmwQ2O7pauohJjpGyMSck0Q6KihgAsLTlUtSzla3a42DsABdzF7RqJRYOz52TrUyiDDzeD/vs7cV/tTS0YCWwgkAgFjcAJmIwCo6rV6+inLk5WjRurHIfikwPKai+VeXevVvw8LCFvb0WevVqjcTEb1LrFRlTHD68Al266KJLF10cPrxSaRuSkhIwe3ZrdOqkhUGD7PDy5S2l+3j58hYGDrRFp05amD27NZKTv+W9UTbU4ce6dUMxfHglhf3ILmSEh9/G2rVVMG+eFnbubI3U1B9+8PkacHNbjrt372Lo0KFMyChgHj++jxkzRiMiIlyt/cor01pmSrYqQvayoVlet16+hO3AgdDq1AmtZ8/GN0koqBKsOHwYul26QLdLF6w8fFjp7ROSktB69mxodeoEu0GDcOvlS6X7KBA/lBQyEr59Q+teveDTpQvsPDxw6949pW24de8ebKtXh5a9fcEej+9ixkA/P5w/fx5Pnz5Vej8MxWAiRiEiGeB+/gzcvQuUKyeuWJIVfW197Ou6D+Z65rIdqJlatX78r0wkBiCOxoiKAh48EA/WLLKlN9Dl6yIuJQ7povRCmU4iIbuIocHXwJQGU9CpaicAik0nAX6IFnEpcQByjxwAxNM0jHWM0b27CP36PUaLFnnfsNWvLxaBXr0SRzfkVMlEHpp8TWhraIttyyYIyEvoqaOpA2MdYy4iQ4JkGlB2EcPCUIjUVEhFYsjLfQIAS1oswe7Ou/O0WVdTVzydBHl//pL9KCNi5IWtLVCtGnD6tHgql6oiBvBDxMieR0ZH50e+DWVEKQZDGeLj42FuaprvzOcFGTWhzDQURVm+/Fd8+hQFIsLly+ewatV8qfV53Re/eHET27ZNQkZGGjIy0rBt20SlRYi9e+fj/v1zICJ8+fIRixd3VtYNLFrUEV+/RoKIcP/+OezdOz/vjbKgLj8uXPgfPn16BzMzO/z++1iFtssalfHPP+3x9esbGBhYITn5C27eXC/V1tGxCTp02I4///wTv/8uW7KdoT4uXTqDbdvWo0+fNnk3ViOKCBtlVfTouGIFImNjQUQ4d/8+5gcF5Sx6yOHmixeYtG0b0jIykJaRgYnbtiktQszfuxfn7t8HEeHjly/ovHix8n4sWoTIr19/+LF3r1Lb5+iHZIqJAlNN5q9ahXOXLyM2Ph4fo6LQecgQ5ZwICUHHvn2V8yPbcVH2eAS0a4cKFhaoW7cu9u3bx4TcAoAl9ixEJILFp0/A+fNAs2ZFa0+NGuK/FSsCpqbKbSsRMWJifvSTFR0NHW7AWtCJPcvp/0iaIy8vw5IWS7j/TXRMoKelp7CIIZn+kJcQs7rVauhq6cLJkCAUvgKQd1m5+vXFOUWOHhULQcqOR/S09JCWmZbndBLJMnnHQZLc08ZG/Ffy+VkamSDlI7hIjJQUsZAhT8SQ5NlIT0/P1V5drR8iRl6ikEQkUEbYUYQ2bYCdO8V5XPJTCCMnEUNXF4gT614sEoNRYJibmyNaxYSe2ZGXkFOd4kPWvvIziMnMzMSlS2dgbW0LExNTPH36EGFhyoXqRke/k1kWFfUWlSsrruJHR7/l/heJRIiJ+YDMzExoaGgotH1mZia+fPkodUMbFVV0fhARnj+/AR6Pp5QfNWpk4ts3sR/fvkUgMTEKxnIi8mrW7I83by5g9uzZ6N27N/T1C36qbOlB8UGPqan4BvPp04f4+vULTEyUvKkDcPz4flha2qBOnQZKb5uV3L7nZSVxaGZmJhK+feOmLthaWyM1LS3nDeRkyH0XHS3T7G1UFLwqV5ZZnhNvs/QhEonwISZG6evVxy9fpK5XoZIbQwVR2I+chAxPT7z98AEAEP35M3R1dPAhIkJxP0JC8vYjpzC+LGWYlD0exgYGuLFsGQavW4fu3btjx/LlWLd3LypUqJC3zQyFYJEYhYgkWuHFC/F3tWXLorXH0FCcl6FuXeW3tbL6EYmRfSoJII7E+Jwsvsku6EgMgaaAy/WQfbpEdng8HmwNbRUWMRSdTlLDqgaqmOUtXGTF1VV8DG7eVG3AK/Ehp+kk8iIxsiMRMSSRGOUNy0ODp4HyxhZcJIYksfLjx/JFDEXJGolRENNJFKF1a7FP374B+fkdyTkSQ/wDyef/+NwYDHWSnJyMGzduwMzEJO/GCpJ1UFFcozM0NDTQpIkvIiPDkZSUCJFIhGbN/Lj1ikQnu7h4Q1dXCD5fA3y+BnR1hXBxySHDcA54evpBJBKBz+eDz+ejVq1WCg8IJH7UrOnLbS8SieDp6Zf3hsXcDyIRWrb0k5s/w8dnLqKjY7Bu3TqlbGQo/mSjbduu8PcXJ7Ves2aBSk99PTy80bevH3bv/lNmHRHh2bNHmDNnPJo2dcW5cyeU7l+CvKiM0jZlRUNDA/Vq10Z5a2vo6erifXg4OrZRIkrG0xPe3bpBqKsLDT4fGnw+hLq68M6egC4P/Dw9pb7nrWrVUvp77luzptT1yk/JpKbeLi7596NZM4hEInyKiYHQwABDevVSnx+K+OPpCe/u3ZX2Q6inh72TJ+Pw9Ol4+PYt3KpWxfz585EkSTLHyBcsEqMQ0dMTv/buBYiKXsQAgP37lY/CAMSRGGfOAO/f5xCJwdcRl9MECjyxJyCeUvI15WuuFTIkTGkwhUvwmRNZIzE0+ZrQ5Kv/q8LnA97e4s8xXyJG9uok8iIxNHWlyqtKyC5i1LSqiYgJEVg00wh3U8VCVd26wPHjwJMn4mSYqqKj+eOcyCsSoyCmkwBAgwZiASIxsWCmk+h+d6tcOXGCUgZD3QQEBODcuXP4W80DwsJ8OqpqOdbffz+AVavmIywsFOPHz0anTr25dYqUWDU3t8WSJVdx5MgKAECHDhNhbm6rlA3NmvUHAISEnISlpRO6d5+lnBMApk49gL175yMqKhSenn5cn4pSEvyoXftH9UETEyd4eo7AnDlLMGzYMJiqctPByBUDAyG6dx+IDRuWYuvWVejefSCqVq2uVB82NrY4fPgKtmxZCUfHiqhfvykA8dP4n36qiwcPxJVmtLUFEAjy/3BK0WtA1nYlKYrj4B9/YP6qVQgNC8NUf3/UlvfELxdsbWxw5dgxrNyyBYiJwcQOHWCbfQ56HvT/HvJ9MiQETpaWmNW9u1LbA8CBqVMxf+9ehEZFwc/Tk+tTUWzNzXF1yRKsOHIEAJT3IyQE/bt1AwCcvHgRTnZ2mBUQoJQNQC5+KFgC1tbaGo+vXMHFa9eQ/OwZ2nh4KOQHj8dDh3r10LJmTczfuxfz5s3DxvXrMXXUKAyfNAk62bPlMxSGiRiFjIUFcO2auAJG9gFQUSBPgFAES8sfc//lRmJoFF4kBiAucfn081OFRIxBtQbl2UYy9SI2JbZA7a9fP/8iRnb7uJwYGtKRGFkrk0jIPp0EACz0LSAQAKnfRQwvL8DEBPj6VRw9oiq6WrpIF6VDi6+VpyhUUNNJBAKgeXPg2DH1iBiSxJ5Z+wfYVBJGwRAVFYX//e9/mDNhArq1a1fU5uQLVYQMfX0DzJyZS9knBXByckdAwF8qb8/j8dC8+QA0bz5A5T50dQ0wYEDp9yOrkNG48Qzcu7cdzZqNx71721XeJyNnKlVyxj//nENMzCe4uFRTqQ9XV3esWbODe//06UOEhr7E69fibPSOjhUxadI8NGrUXC02K4sy14yiFjwM9PWxdObMfPVRw80Nf61dK36jQlUPHo+HAc2bY0Bz1Y+Xga4ulg4YoPL2AODu5IS/VBAeJPBu38aAihUxoGJFlcvbqsMPOxsb2bLmCh4XfR0dLFm3DkMnTMCC1asxYc4cLFu9GnOXLsUQZXN8MACw6SSFjmRKSXGIwsgPkjKr2tpiQSY7OnwdZIgyABR8TgzgR3JPRUQMRZBEj8SlxBW4iAGoORJDznSS/jX6o7ubrAKfPRJDgkTEiIwUTx2SRGDkdzoJkHcUBiAWCQwMxKVM1U3v3mLxLj/R+Pr64nM/e0JbiaDORAxGQbDme835Ad+fSpV0inqQwSh4JFNLDAws0bTpbDx8uBtTp34tWqO+s3jxYnh5eUEoFKJcuXLo0KEDnj9/LtUmJSUF/v7+MDMzg4GBATp37oyobDkBjh07hipVqsDZ2RknTkhPszh8+DDq1asHIyMjCIVCuLm5Ydy4cQXmU+PGLdCxY898J/0FgFOnDqNFixoYMqQzEhMTMX36Ely//godO/ZSS/8FTWmbopJXItAyQz5KtBZIn7lUqJGXwLWioyO2rV6Npxs3oqGrK4YOHYrLly+ryZGyBRMxChnJoMfXt2jtyC8SEcPVFdDSkl2vy/8xUC2MSAwrfbGIIdTOPSeGovB5fGhraONrytc88zfkh7p1xcJApUrKb5tjTgw500n86/ijs6tsFv3cRIy4OCA+Xnys1SJifLdLkc9TT0/9URgSunUDVKjOJYWBgbjaCT/bFVQynYSJGAx1s2TJEizdsAHjhw2DDSt9I5eyfm9fXJEIGdWri6f/FJdIjKCgIPj7+yM4OBjnzp1Deno6fH19kZiYyLUJCAjA8ePHsX//fgQFBeHjx4/o1KkTtz41NRX+/v7YuHEj1q9fj19++QVp3xM4XrhwAd27d0fnzp1x8+ZN3L59GwsXLswzCXZx4ebNa9DQ0ECdOg0BAOXKlZ7rTokXNZQYNJdKlBEdFMx5UaiEhKCyjQ22jR0LN3t7+Pj4wN/fHxkZGYVrRwmHTScpZCwsxE+XmzYtakvyh+QeOqfpKLoahStiWBqIVRV1RWIAYrtjU2Jhpmumtj6zIxSKS6yqkgQyp+kk8iIxcts/j/dDlJIgEIiTXwLqj8TIK6kqIE54WpynTbduLa7qkx0WicEoCO7evYtp06bBf8AALJo2rajNUSuq5sfIiSzJ5BnFCLGQYYXz53vi8uWFiIzsCasiFuNOnz4t9X779u0oV64cbt++jcaNGyMuLg5//vkndu/ejWbf589v27YNVatWRXBwMOrVq4fU1NTvSU5rAgA0NTWRmpoKbW1tHD9+HA0aNMCkSZO4fVSpUgUdOnQoLBfzRe/eQxEZGY7w8Pf45ZdJaNdO+XwKJYW8rkElNmpMTtUTuetL+wWzmPqpJxDgzqpVWH3sGKZs3Ii2bduidevWRW1WiYGJGIVMixbip7hC9QQMFBmSQW9OIoYO/8cAurASewLqFzHiU+MVmv6QH1Qd8OaV2FORz93HB/jwQTaaRpBlU0vLH/kj1BKJocDnOX68eNpHcaVXL/nLJdVJmIjBUCdLly5F5cqV8ducOeBnD/8pBahbyACK7T1rmWfixBUYPfoMhgwZIjP1oqiJ+14fW5J49Pbt20hPT0eLFi24Ni4uLrC3t8eNGzdQr149GBoaYuDAgbC2tgaPx8OCBQsg/H6DZ2Vlhd27d+PRo0eoVk21HBVFSaVKzti0aU9Rm1EskHd9KpHCRl6lRLNT2i6g8n4YijhiRVtLCxM7dsTsPXvw/PlzJmIoARMxCpm+fcWvko6dHdCuHfDTT/LXF/Z0Em9bbzR2aMxFZKgDLkFmIdivCjlNJ5HkIFHE7kaNxK/sZBcx1JoTQ4HpJBUryo90KO6wSAxGQfDixQvUr1UL2traRW1KgVEQQgag3P1pabtfL44YGVlg2LC1WLasO65evYqGDRsWtUkAAJFIhHHjxqFBgwac4BAZGQltbW0YZyuTZWlpicjISO797NmzMW7cOPD5fE7AAIDRo0fjypUrqF69OhwcHFCvXj34+vqid+/eEAjy93BHUjaTUXTkdL0qkeJGTmS9gCo68FfkQppXhEhBU8ym2vD5fFSytsaLFy+K2pQSBRMxGCqhrQ0cPZrz+qyVMQojsaezuTOCBgSptU9lxICiQE9T/nQSHo+HgTUHooFdA5X7ltxf8fniKVCFndizpMJEDIY6EYlEuH79OmKio/E1exbZUkjWm/+imKdeVh5GFjXe3p1RpUpd9OzZE7du3UI+flbUhr+/Px49eoSrV6+qtL2RnCRO+vr6+Pfff/H69WsEBgYiODgYEyZMwJo1a3Djxg3oqfiDum/fDowbNwA1a3phyZJNcHf3UKkfRsGQ/dpVakQNRQf+qggEitTILuXYmJrKJA1m5A6TcRkFQmFHYhQEErsLMrFnfshpOgkA/K/9/+BV3kvlviUihrk5oKEBODh832c+7jYln6ciOTFKKoaG4r/ZE6UyGMoSHh4ODw8PNGrUCESE0YPyLg1dmsiadq+oKSu58goLDQ0NTJt2EElJmRgxYkRRm4NRo0bhxIkTCAwMhK2tLbfcysoKaWlpiI2NlWofFRWlVD6PihUrYsiQIfjjjz9w584dPHnyBHv37lXZXnt78fzOe/duoW1bb+zcuUXlvhgFT4lMHFoUlPGLq75AIJVUmJE3TMTIxtu3bzF48GA4OTlBV1cXFStWxOzZs7ls0wzFKOycGAVBSZ1Oog4kIobkPs3QEHBxASpUUL1PZaqTlFSaNSNcvCieblVSUaTsoAQiQps2bcDj8XDkyBGpdcWp7GBJ4MSJEzh//jz3vk2bNvgUFYWL+/fj7c2baNG4cRFaV7QUFzFDQlkTNZSsIKgQZmbl0afPQhw9ehThnz4VnPG5QEQYNWoUDh8+jIsXL8JJkvzpOx4eHtDS0sKFCxe4Zc+fP8f79+/h7e2t0j4dHR2hp6eXr8FKvXqNMW/eagBAeno6pkwZgcmThyMlJUXlPhkFi6JCRomumKIOCuJiU0Iw0NVlIoaSsOkk2Xj27BlEIhG2bNmCSpUq4dGjRxg6dCgSExOxYsWKojavxJC1OklhTCcpCLhIjGI6/SGn6iTqQCJiZK1a8uSJuJKJqpSF6SSamuJkqSUZSdlBLy8vZGRkYPr06fD19cWTJ0+gr68v1Xb16tXgyTkpJGUHt23bBiLCoEGD4OvrC21tba7s4MKFC9GuXTvweDw8efIE586dKywXi5yXL1/in3/+wcWLF3Hp0iU4ODjg3bt3AIDWrVsjKSkJDx8+xMxx4+DTQPVpYYzCoTRHQis7VlAmoWpaWjIA4GMRiRj+/v7YvXs3jh49CqFQyOW5MDIygq6uLoyMjDB48GCMHz8epqamMDQ0xOjRo+Ht7Y169erl2f+cOXOQlJQEPz8/ODg4IDY2FmvXrkV6ejpatmyZL9uHDBkLgIc5cwIgEonw999b8eDBbfz114lSVQq1NKGsMKHItJQykZejNCLnRyMtI4PluVESJmJko3Xr1lKZYStUqIDnz59j06ZNuYoYqampSE1N5d7Hx8cDEKvkJaUmuLpIT0/nppMINAQltu6xRHzR5msrfAwl7QrjmAv4Yvu0oKX2/Wlo8ABowsJChPT0TIW2yct3bb44KaGALyh134mCOO5F9RnlVXZQwr1797By5UqEhITAOlsSkNJcdjC/hIaGokqVKlLL3r17By0tLVhZWUEgEMBcXx8DunXDqIEDi8jK4klBJf9UB6VRyMjPw05FPo+vX8WiQfVKlVTfUT7YtGkTAKBptpr327Ztw4ABAwAAq1atAp/PR+fOnZGamopWrVph48aNCvXfpEkTbNiwAf369UNUVBRMTExQq1YtnD17Fs7Oznlub47PMMzlnB8yZAxcXKph4sQheP8+FA8e3MbIkT1x4ECgQvapQkhIzrkegcJ9QJ7T+VUKH9IDUE4EydqWCRolg9cREXAvwxGXqsBEDAWIi4vjSm7lxOLFizF37lyZ5YGBgSonbyrJSAbYGqSBkydPFrE1qhEbEwsAiA6PVtqHwniq/CrmFQAgJDgEX/S+qLXvp09NATRCUtJrnDz5RKltc/L9ZcxLAMCnj59K7DmRF+o87klJSWrrKz9kLzsIiG3r1asXNmzYIHdueGkuO6gKIpEIKaGhWLxuHX7buhUA4Ne8OVwqVsSAbt1QtUoVaGqq/nOcmpqK1+/e4fXbt/Bt0iTflQ9U5da9e3gbFgZvDw/Y2tgovT0RyY3sUYaPHz/g9u0bsLNzRM2aquUFunfvFsLC3sLDwxs2NrZ5b/AdycA9PT0Vd++eBQDUquULLS3lj8fnzx/w7NkNWFo6onJl1fx4+fIWoqLewsXFG+bmivsBiH1JTU1FUJDYjyZNfJU+rzw9gdOnc/ajQoVaAICEIgqhJqI82+jo6GDDhg3YsGGD0v37+PjARw2hebmJdw0bNsPFi4/wv/+tw5kzR+DvPyXXvlT9fmQVDPbsuYWYmHBUquQpc15lFznkoep5ldWG3L4f8sQNeTZJvudaWj++H8oIIPn9fgDqvV41bNgcJiayYxVFxY+SLnakpqbibJA4wf9PLVoU/6iGbErv68hIdCoiQbekwkSMPHj16hXWrVuX51SSadOmYfz48dz7+Ph42NnZwcfHB2ZmZgVtZrEiPT0d586dg76WPvS19OHn51fUJqnEX4f+Qkh8CJwrOsOvhWI+SHxv2bIltLS0CtS+hMcJ2BC2AS2atoCLuYta+7a0FA8k6tWrAD8/R4W2ycv3hMcJQBjgUtEFfs1L5jmREwVx3CXRXEWJvLKDABAQEID69eujffv2OW5bFGUHixuxsbHYuHEj1q5ejajvIfM13dxw+fBhCA0M1LKP1NRUNOvaFde/3wzV9/RE4IEDhV6OdcWmTZg0fz4AQGhggKtHjsDd1VXh7VNTU7Ft716M6NdPZRuePHmA9u0bIDHxGwDg119XYMSICUr1sWnTCsyfL44SMjAQ4siRq3B1dVd4++rVU9GmTTM8e3YdAODiUh8LFwZCS0vx4xEa+gBTpzZAcrLYj4EDV6BjR+X8OHx4BbZtE/uhqyvEkiVX4eSkuB+pqano2rUZQkLEfnh61seBA4FKnVdPnjzA6NE/jkd2P/T1jQEA8cVEsC2p6OnpYdSoKRg1KncBQx3fD8l55excD+/fP5Z7XuUmZGQ/r+R9P/KakqTK9yN7Xzl9PxStIirx4/Xr5yhXzgqHD+/GmjU7lP5+TJ36CzQ1tZCU9A0dO/bC8OHj894wC9mvVydOBKNKFcWvu1lRROwozkKHQCBAW1/fojZDOb4LGV8SEvD12zdUYiKGUhRzmUp9TJ06FTweL9fXs2fPpLYJDw9H69at0bVrVwwdOjTX/gUCAQwNDaVeAKClpVUmXwAg1BZCoCkocltUfelpiyNo9LT1lPa9MOwz1BWfY4a6hmrvW19frG+WL6+hNt+FOuKBrL5Av8iPbUG8CuK4FzWSsoP//PMPt+zYsWO4ePEiVq9enef2ksSdWZGUHXz16hVmzpwJAwMDTJgwAXXq1Ck20Sf5RSQSYenSpXBwcMC8efPQsU0bLJgyBbo6Oujy889qEzAA4GxQECdgAMD1kBCcuXRJbf0rgkgkwoylS7n3ScnJWLF5s1J9nA0Kwvvw8HzZsXnzCqSkJHPvlyyZDpFIpPD24uM2g3ufnJyEzZuVy4UVFHSWEzAA4Nmz67h794xSfRw5sgKpqT/82LlTeT927vzhR2pqEo4cUc6PP/88yw00ASAk5DouXVLOj+zHI7sfmZniqaYaxf2JaRGjrilU6vh+SM4rAwMgLS0JV66sUCp6IShI+ryS9/0ICcl9KlJhfT9ys0Hix9evMXj+/DGOHv1Hpe/H3bv/ITg4CA8e3MbixdPyfb1av36JUjacPXscNjY8qdfZs8dzbK9q4tEIqXpT1iyBaVY8PfHye4nmihUrFrExJYsyE4kxYcIEbo5jTlTIUnrh48eP8PHxQf369bH1e/gvQzkMtA3yHRpclOhoFO/qJI0dGmNW41mwM1J/KQzJGEudpUIlCT1Lc4nV0oSk7ODly5elyg5evHgRr1+/hrGxsVT7zp07o1GjRrik4AC6YsWKXOnBGTNmoEqVKti7dy8GlvA8EHFxcVzCwNGDBmHqqFGw/p4hd8bYsUVsXcmnOOfFYCiHra04gjD4wYMitqT4UlzOdU9P4ObN3NeXRhSZHqPu/WXX9HLbv4tLdejp6ePVq2f4+jWmYI3LhrzEo6qcr/K2Kc4RHwXB89evAUAmXxYjd8qM/G1hYQEXF5dcX5IwsPDwcDRt2hQeHh7Ytm1b8Z9XVUzR19YvseVVgSzVSYppSVBjHWPM85kHPk/956eTE3DuHNCkifr6LO6fJ0NMXmUHp06digcPHuDevXvcCxAnwNu2bZtK+1RH2cHiwLGZM1G1QgUcPXQIu8aPx5r58zkBo6DwbdIE9bPc5db39ESrbIkKCxo+n49FU6dy7/V0dTFxxAil+mjVtCkG9+yZLztGjJgIXd0fIunUqYuU+v3m8/mYOnUR915XVw8jRkxUyoYmTXzh6Vmfe+/iUh+1arVSqo8OHSZCIPjhR9++yvvRt+8PPwQCPXTooJwftWr5wsXlhx+envXRtKlyfmQ/HtOnL0KdOnxuUGZhYYeaNVvit927leq3rPAZ5mrtL/vxmDt3Tb7OK1W/H1nPq5Lw/ZAXkZH9e66O70fv3vL9yCkihM/no0OHnggOvoyEhDjUq9cEv/wySX7jHFCHHxLUKbiVtUiN569fw9baGgZqjNIsC5SZSAxFkQgYDg4OWLFiBT5lKf0lL4EdI2eE2kKkZJbcuuUSAaa4RmIUNC1aqLe/slBitTSQV9lBKysruddCe3t7GcFDHgVZdrCoSE9Px9zevbFw/360rl0bW/39YdemTaHsWyAQIPDAAW4KSaumTQs9HwYATBgxAo3r1VM5sae2tjYqOjoq1DanJ36uru548SJ/uWRGjJiAevUaq5TYExAfjwMHAnHp0hm8egXUqtUKyuTDAAAnJ3ds2PAkX4k9O3acgGrVGquc2FNLS4CFCwORkCAOkW/atJXS55WrqzsuXXoiN3GhRMiYMWMaunZtplS/DNXI7XjkhWQg3bHjBHTt2hgREeGoUcNTpe/HwoWB3BSSkvr9yPo9B/L//fj2LXc/cooIUdf16urVi8jMTEeTJsr7UdCUhUorz169ggvLh6E0TMTIxrlz5/Dq1Su8evVKKoQaUCyTNeMHBtoGQAmupMlFDrBBt1qQfI4sEqN4o0jZwfyQ37KDxYnU1FTUr18fd+7cAQDweDycnD270KfRaWtrF4uEZl41a8Lre1ndgkZyM1sQT+pq1vRSuVIAID4evr5tkUdRs1wxN7dFw4ZdVe8AQOXKXipXNgEALS2xH/nBxsYWNjY5+2FhUbCRSgxp8joeiqDK9yNrNIGWljbq1MnfeVVU3w/pqIjcvx+KlVy2hbW1Yn7kVM5WHderZs1aq7x9YVJaBY0Xb96gcd26RW1GiYOJGNkYMGCAWm7UGYCt0BaxabFFbYbKSESMshqJoW4k4gXLiVG8UUWsVWYbdZUdLA4QESdgAEDMrl0lOg9QSaQ458jIVkGvRFLQOQFMTdU7ZYJRvCjp57+EnPwoSv8UraSi7m2LC5LrfmkQMz5GRalUlrysw0QMRoGxsuVKaGhqFLUZKsNEDPViqmsKgYYANkJ2oWaUDnR0dGBhYYFPnz4h7p9/YKjHBLqioCCjMvJLXuUiyzpCoRH0dXWRmJycd2NGiYCd64VPfj5zRbYtzkKHstf94iZ6pKWl4cvXr7CysChqU0ocTMRgFBi6WrrFokykqrBElOrFRNcEHyd8hKluPmKsGYxixJcvX/Dp0ycY6elJCxjF+Y6vFCPv5rS4CBt5nRJldeAnEAhQy9kZV78nCGYUT7JGFeUUnVNWz+GyQF7HtiT95MmrqlKURH/+DACwcnEpUjtKIkzEYDBygEViqB8mYDBKEzo634XOYpYIjfGDrDeoxUXQkEfWQUBZGwy2qlePiRglmJJ8vpbl7506kXx2JUnMkFDU01Jufr/2OSqY2JrxA1Y7lMHIAYFG2a5OwmAwckdPTw/W1tboXcglTWUICWF34ApQ1E/cFMXTs2QOBlTl58aNi9qEYo+1VNHJojmPJedk9nOztJyrpcWPoqQk/wwVRVlXIsLidevQpEkTVK1atdD2W1pgkRgMRg6w6iQMBiMvPDw8cOvly8LbYW53iSX5cVghUZwTgWanNCQGVQQnltAuV+SJFsUtD0xZOVcZeVPQyYALgwhYF4pYeP3WLYTcv48zZ84U+L5KI0zEYDBygE0nYTAYeRETE4Mbjx/j/L17aFEQ5UVVGRkwMSNXmJBRvGAVfeSjnfQe+gkvEJ9LG30kAAAiYVUoNjk7AwkJ8tclJRWKCWrl8uWitqD0UatWzudISULy3SpIPsXEAAAsLS0RH5/bN1154hMT1dpfcYSJGAxGDhgKDKX+MhgMRnaeP38OABDqFkDEVn5Hr6XhkRijTAgZjB9oa2vDysoKdn37FrUpDAajEKhZEA9AAFhZWUG7FOfsYiIGg5EDjRwaIWhAEGwNbYvaFAaDUUxxcHCAvbEx6lSpot6O1TVqZUKGDCUlCoNRNtHR0UFoaCjS0tKK2hQGg1GC0dbW5hKQl0aYiMFg5ACfx0djB5ZwjMFgyOfly5d4+vQp5nTvXrxD4pmQUeJh0RhlCx0dnVI9+GAwGIz8wkQMBoPBYDCUJDg4GB07doQWj4cRrVvn2C4xKQn6enrKdZ5ltEpE2HHxIk6GhMCxXDnM6t4dQiX7S0hKwnx/f7zNyIBfs2bo362b0qLLgydPsGLzZgDAxBEj4O7qqtT2RIQd+/bh5MWLcLS1xayAAAgNDJTqQ13kJycGEWHfvh24ePEkbG0dERAwCwYGQqX6+PYtAatWzceHD2/RrJkfunXrr9DxyCpkhIY+wJEjKwAAHTpMhJOTu9J+XLy4AyEhJ1GunCO6d58FPT1pP/LSvSR+pKenwc2tpsJ+ZOXz52joK7UFg8FgMBhMxGAwGAwGQykOHDiAXr16obaTE7ZOmwYj/WzDsO+RDx8+foRnmzY49McfqO/lpVjn2R6377h4EQPXrAGfL66I/vDdO5yaM0cpe7suXYpz9+8DAPYfPw4AGNC9u8Lbh338iEYdOyLxe+a+I6dP48mlS7BVoqrEjn37MDAg4Icfz57h1K5dCm+vblQVMi5fPo+AgIGcH8+ePcSuXaeU6mPYsK64fPkcAOD48f0AgO7dByi0racn8PHjB3Tv3gCpqckAgODgI9iw4QnMzRWf+njx4g6sWfPDj9hY1fx49eo5oqM/clMfFPUDEPtx/Pg+jG/GooQYDAaDoRz8ojaAwWAwGIySwvXr19G7d2908fbGlSVL4O7klGPb/+7eRdSnT2jVqxeu3byp0v5OhoSAz+dDJBJBJBLhzN27yMzMVHj7zMxMnL13j9uez+fj5IEDP8SSkJA8X8H79iE9NRVuzs5o4OWFcubmuHH7tnJ+XLwo7celS0r5URBYI0LpMnr16zdFs2ZtOD8uXTqj9PEICjordTwuXjyplA23b99AcvI3iESZEIkykZycgGfPbijVx5s3J6WOh6p+lCtnibS0NJX9YHkfGAwGg6EKLBKjgCAiAEBCQgK0tLSK2JrCJT09HUlJSYiPj2e+lyGY7+r1XVJuS3ItYfwgPjERUHM5MkVISkpCnz59UKNGDawdOhTJaWlIzmkQlpAAt+/JPr8lJuLC1atwqVQp9/Pj7l2ZRdYmJtw5wOPxYGNigsTUVKXstjYxQcTXryAiEBFsTE0Rn5SkcH1BcyMjJKel4cGTJwDE00mqu7ggXok6ej3atcOBEyd++GFpyUV2FDXKlqlctWo7tm9fj9WrF8DS0gZJScqVsitXzhrR0RHc8bC0tEFCguLns5mZucyyOnXM4ews7kPOaSRFrVpiG7KeV6r4MWXKQsTFfcWdO/+p7Ie+vkGZKAXIYDAYDPXCI3aHXCC8efMGFStWLGozGAxGCScsLAy2tqxCDgCkpKTAyckJkZGRRW0Kg8FQI1ZWVggNDWXJLBkMBoOhEEzEKCBiY2NhYmKC9+/fw8jIqKjNKVTi4+NhZ2eHsLAwGBoaFrU5hQrznfmuLt+JCAkJCbCxseHmrTPEQgYLQWcwShelvRQgg8FgMNQMMQqEuLg4AkBxcXFFbUqhw3xnvpc1yrLvDAaDwShZBAUF0c8//0zW1tYEgA4fPiy1PiEhgfz9/al8+fKko6NDVatWpU2bNkm1SU5OppEjR5KpqSnp6+tTp06dKDIyUqrN0aNHqXLlylSlShU6fvx4QbtVJsjt2KWlpdHkyZOpWrVqpKenR9bW1tS3b18KDw+X6iMmJoZ69epFQqGQjIyMaNCgQZSQkCDVZuvWrWRvb081a9ak4OBgIhKfF5qamrRnzx6ptt27dycAFBoaKrXcwcGBZs6cqT7nyxAfPnyg3r17k6mpKeno6FC1atXo1q1b3HqRSESzZs0iKysr0tHRoebNm9OLFy+k+rh+/TrVqFGDHBwc6I8//uCW161bl4YPHy7VdtOmTQSAtm3bJrW8f//+1LBhQ/U7qAbY4z0Gg8FgMBgMBqOMkJiYiBo1amDDhg1y148fPx6nT5/G33//jadPn2LcuHEYNWoUjh07xrUJCAjA8ePHsX//fgQFBeHjx4/o1KkTtz41NRX+/v7YuHEj1q9fj19++YVF0amB3I5dUlIS7ty5g1mzZuHOnTs4dOgQnj9/jnbt2km16927Nx4/foxz587hxIkTuHz5MoYNG8atf//+PZYtW4Z//vkHM2bMwMCBAwEABgYG8PT0xKVLl6T6u3TpEuzs7KSWh4aG4t27d2jWrJn6nC8jfP36FQ0aNICWlhZOnTqFJ0+eYOXKlTAxMeHaLFu2DGvXrsXmzZvx33//QV9fH61atUJKSgrXZvDgwZg1axZ2796NxYsXIywsDADg4+MjcwwDAwNljiEgPrbF9hgWtYpSWinLT2aZ78z3skZZ9p3BYDAYJRfIicRwc3OjefPmSS2rXbs2zZgxg4iIYmNjSUtLi/bv38+tf/r0KQGgGzduEJH4d9HBwYE+ffpEnz59IkdHR4qPjy9YZ8oY8o5ddm7evEkA6N27d0RE9OTJEwIg9VT/1KlTxOPxuIiNhw8fkqenJ3379o3evHlDjo6OXNtp06aRs7Mz9/7JkydkZGREixYtov79+3PL//e//5FAIKDk5GQ1eFq2mDJlSq7RDyKRiKysrGj58uXcstjYWBIIBFJRMvb29vTmzRv69u0beXp60uPHj4mI6MyZMwSAIiIiuLaWlpa0YcMGcnBw4Ja9efOGAFBgYKD6nFMjLBKjgBAIBJg9ezYEAkFRm1LoMN+Z72WNsuw7g8FgMEoX9evXx7FjxxAeHg4iQmBgIF68eAFfX18AwO3bt5Geno4WLVpw27i4uMDe3h43bojL/RoaGmLgwIGwtraGjY0NfvnlFwiFwiLxpywTFxcHHo8HY2NjAMCNGzdgbGwMT09Prk2LFi3A5/Px33//AQCqVasGd3d3GBkZwc3NDQsWLODa+vj44Pnz54iIEJenDgwMRMOGDdGsWTOpp/iBgYHw9vZmuW5U4NixY/D09ETXrl1Rrlw51KpVC7///ju3PjQ0FJGRkVLfPyMjI9StW5f7/gHAr7/+iqpVq8LIyAj16tWDq6srAHBRHoGBgQCAJ0+eIDk5GYMHD0ZMTAxCQ0MBiI+hjo4OvL29C8NtpWEiRgEhEAgwZ86cMjmoYb4z38saZdl3BoPBYJQu1q1bB1dXV9ja2kJbWxutW7fGhg0b0LhxYwBAZGQktLW1uYGxBEtLS6nqUbNnz8bnz58RExODyZMnF6YLDIgTYU+ZMgU9e/bkko5HRkaiXLlyUu00NTVhamoqdez+/PNPREVFISYmBr179+aWN2jQANra2pxgcenSJTRp0gQeHh74/PkzNwAOCgqCj49PAXtYOnnz5g02bdqEypUr48yZM/jll18wZswY7NixAwC442RpaSm1Xfbvn0SU+PTpE9atW8ct19fXR506daSOYcOGDSEQCFC/fn2p5d7e3sX23paJGAwGg8FgMBgMBgOAWMQIDg7GsWPHcPv2baxcuRL+/v44f/680n0ZGRmxCIwiID09Hd26dQMRYdOmTSr1YWZmBl1dXallenp68PLy4ga6QUFBaNq0KTQ1NbkB8Js3b/D+/XsmYqiISCRC7dq1sWjRItSqVQvDhg3D0KFDsXnzZqX70tfXl8qlIaFp06ZSYkXTpk0BAE2aNJFaXpyPIRMxGAwGg8FQkiVLloDH42HcuHHcsqZNm4LH40m9RowYIbXdsWPHUKVKFTg7O+PEiRPccmtrayxZskSq7dSpU8Hj8WQSbTVt2hR9+/ZVye5NmzbB3d0dhoaGMDQ0hLe3N06dOsWtT0lJgb+/P8zMzGBgYIDOnTsjKiqqWPkAAJcvX0bbtm1hY2MDHo+HI0eOSK0fMGCAzLFo3bq1VJsbN26gZs2acHR0xJ9//sktr1evnsxx27x5M3g8HrZv3y6zn0aNGqnsh7Js2LABjo6O0NHRQd26dXHz5k1u3fPnz9GgQQPY2tpKhX8zGMqQnJyM6dOn47fffkPbtm3h7u6OUaNGoXv37lixYgUAwMrKCmlpaYiNjZXaNioqClZWVkVgNSMrEgHj3bt3OHfunFTpdysrK0RHR0u1z8jIwJcvXxQ+dj4+PggMDMTjx4+RnJyM2rVrAxAPgAMDAxEYGAg9PT3UrVtXfU6VIaytrbmpHxKqVq2K9+/fAwB3nLL/Nivz/fPx8cGLFy8QHh7ORdMAP0SM169fIywsrPgm9QQTMRgMBoPBUIpbt25hy5YtcHd3l1k3dOhQREREcK9ly5Zx63LL1p/1qYgEednCU1JSEBwcrPKNha2tLZYsWYLbt28jJCQEzZo1Q/v27fH48WMA+as4UFg+AHlXVwCA1q1bSx2LPXv2SK0vaZnb9+7di/Hjx2P27Nm4c+cOatSogVatWnEDklGjRqFPnz44evQojh49iuvXrxeKXYzSRXp6OtLT08HnSw8RNDQ0IBKJAAAeHh7Q0tLChQsXuPXPnz/H+/fvi+38+bKCRMB4+fIlzp8/DzMzM6n13t7eiI2Nxe3bt7llFy9ehEgkUlh08PHxwcuXL7F79240bNgQGhoaAIDGjRsjKCgIly5d4qadMJSnQYMGeP78udSyFy9ewMHBAQDg5OQEKysrqe9ffHw8/vvvP4W/f/Xr14e2tjY2btyIlJQUeHh4AAC8vLzw6dMn/O9//+OmnRRbijqzKIPBYDAYJYWEhASqXLkynTt3jpo0aUJjx47l1mV/n53csvVv2bKFDAwMKD09nYiI4uPjSUtLi9avX09NmjTh+rh48SIBoNDQULX5ZGJiQn/88Ue+Kw4UlQ+Qk6G/f//+1L59+1y3K2mZ2+vUqUP+/v7c+8zMTLKxsaHFixcTEZGHhwf9999/lJaWRu3ataN///23UOxilDwSEhLo7t27dPfuXQJAv/32G929e5erYNGkSRNyc3OjwMBAevPmDW3bto10dHRo48aNXB8jRowge3t7unjxIoWEhJC3tzd5e3sXlUtlhtyOneS7b2trS/fu3aOIiAjulZqayvXRunVrqlWrFv3333909epVqly5MvXs2VNhG5KTk0kgEJBQKKQlS5Zwy1NSUkhHR4eEQiEtWrRIrX6XJW7evEmampq0cOFCevnyJe3atYv09PTo77//5tosWbKEjI2N6ejRo/TgwQNq3749OTk5KVUNpnHjxiQUCql169ZSy318fEgoFJKvr6/afCoImIiRC0FBQfTzzz+TtbW13JukhIQE8vf3p/Lly5OOjg5VrVqVNm3aJNXm1atX1KFDBzI3NyehUEhdu3alyMhIqTYxMTHUq1cvEgqFZGRkRIMGDaKEhISCdi9X8vI9MjKS+vfvT9bW1qSrq0utWrWiFy9ecOtjYmJo1KhRVKVKFdLR0SE7OzsaPXo0xcbGSvXz7t078vPzI11dXbKwsKCJEydyN8BFRX59JxLfAACQeg0fPlyqTWn1PSIigvr06UOWlpakp6dHtWrVogMHDki1KY7n/KJFi8jT05MMDAzIwsKC2rdvT8+ePZNqk5ycTCNHjiRTU1PS19enTp06yXyfR48eTbVr1yZtbW2qUaOG3H3dv3+fGjZsSAKBgGxtbWnp0qUF5RZDzfTr14/GjRtHRLKiRZMmTcjc3JzMzMzIzc2Npk6dSomJiVLbz5kzhzQ1NUlLS0vquL948YIA0PXr14mI6N9//yU3NzeKiIggHR0d7sZk1qxZUuXu8kNGRgbt2bOHtLW16fHjx3ThwgUCQF+/fpVqZ29vT7/99lux9IEoZxHDyMiILCwsqEqVKjRixAj6/PmzVJs//viDBAIBaWho0KhRo7jl3759Iy0tLdq9ezcRET1+/JgMDQ0pJSWFDAwM6M2bN0RE9Oeff5KOjg6lpKSozZecSE1NJQ0NDRk/+/XrR+3atSMi8ectFApJU1OTOnToQBkZGQVuF6NkEhgYKHOPAoArkRkREUEDBgwgGxsb0tHRIWdnZ1q5ciWJRCKuD8nvoYmJCenp6VHHjh2lhD9GwZDbsQsNDZW7LrvYGhMTQz179iQDAwMyNDSkgQMHKn0PJrnPDQ4OllretGlTKeGboRrHjx+natWqkUAgIBcXF9q6davUepFIRLNmzSJLS0sSCATUvHlzev78uVL7mD17NgGQEqKIxL/xADiBvLjCRIxcOHnyJM2YMYMOHTok9yZp6NChVLFiRQoMDKTQ0FDasmULaWho0NGjR4lIfCNUoUIF6tixIz148IBTyry8vCgzM5Prp3Xr1lSjRg0KDg6mK1euUKVKlZRSRAuC3HwXiURUr149atSoEd28eZOePXtGw4YNI3t7e/r27RsRiWtMd+rUiY4dO0avXr2iCxcuUOXKlalz585cPxkZGVStWjVq0aIF3b17l06ePEnm5uY0bdq0wnZXivz6TiS+uA8dOlRKBY+Li+PWl2bfW7ZsSV5eXvTff//R69evaf78+cTn8+nOnTtcm+J4zrdq1Yq2bdtGjx49onv37pGfn5+MbyNGjCA7Ozu6cOEChYSEUL169ah+/fpS/YwePZrWr19Pffv2lStixMXFkaWlJfXu3ZsePXpEe/bsIV1dXdqyZUtBu8jIJ3v27KFq1apxg/HsIsaWLVvo9OnT9ODBA/r777+pfPny1LFjR5l+YmNjueiFrJQvX557ejVp0iQaOXIkERFVqVKFLl68SEREjRo1ooEDB+bLjwcPHpC+vj5paGiQkZER98R+165dpK2tLdPey8uLJk+eXKx8yIq83+c9e/ZwT6gOHz5MVatWJS8vL5mB/bdv3+jLly8yfTZo0ICGDRtGREQbNmwgPz8/IiLy9fWl//3vf0RE1LdvX/Lx8VGbH7kRHh4uJRBJmDRpEtWpU4d7n5KSQtHR0YViE4PBYDAYRQUTMRRE3k2Sm5sbzZs3T2pZ7dq1acaMGUQkDknl8/lSg9fY2Fji8Xh07tw5IiJ68uQJAaBbt25xbU6dOkU8Ho/Cw8MLyBvlyO778+fPCQA9evSIW5aZmUkWFhb0+++/59jPvn37SFtbm4s2OHnyJPH5fKkn2Zs2bSJDQ0OpsLeiRFXf8worL82+6+vr019//SXVl6mpKdemJJzzRETR0dEEgIKCgoiIFAq1z8rs2bPlihgbN24kExMTqeM8ZcoUcnZ2Vr8TDLXx/v17KleuHN2/f59bltf3XBLZ8OrVK4X20bt3by5808vLi/bt20dEYsH8119/paSkJNLW1pb5filLamoqvXz5kkJCQmjq1Klkbm5Ojx8/VkrEKGofsiLv9zk7r1+/JgB0/vx5hfqcMWMGValShYiIunbtSsuWLSMiooULF1K/fv2IiMjOzk7mHqCgUFTEYDAYDAajLMASe+aD+vXr49ixYwgPDwcRITAwEC9evICvry8AcQI0Ho8nVV9XR0cHfD4fV69eBSDOjm5sbAxPT0+uTYsWLcDn8/Hff/8VrkMKkpqaCkDsiwQ+nw+BQMD5JY+4uDgYGhpCU1MTgNj36tWrS9U5btWqFeLj47kkc8UNZXzftWsXzM3NUa1aNUybNg1JSUncutLse/369bF37158+fIFIpEI//zzD1JSUrjyTSXlnI+LiwMAmJqaAgBu376N9PR0tGjRgmvj4uICe3t73LhxQ+F+b9y4gcaNG0slvGrVqhWeP3+Or1+/qsl6hrq5ffs2oqOjUbt2bWhqakJTUxNBQUFYu3YtNDU1kZmZKbONJEnaq1evFNqHj48Prl27hpiYGNy9e1cqW3hgYCCuX7+OtLS0fCeS1NbWRqVKleDh4YHFixejRo0aWLNmjVoqDhSWD8pSoUIFmJubK3UsilPmdnNzc2hoaOQrGz2DwWAwGKUFJmLkg3Xr1sHV1RW2trbQ1tZG69atsWHDBjRu3BiAuEybvr4+pkyZgqSkJCQmJmLixInIzMxEREQEACAyMhLlypWT6ldTUxOmpqaIjIwsdJ8UQTJwmzZtGr5+/Yq0tDQsXboUHz584PzKzufPnzF//nwMGzaMWxYZGSk1iAfAvS/pvvfq1Qt///03AgMDMW3aNOzcuRN9+vTh1pdm3/ft24f09HSYmZlBIBBg+PDhOHz4MCpVqgSgZJzzIpEI48aNQ4MGDVCtWjUAYru1tbVhbGws1dbS0lIpu0visWcAzZs3x8OHD3Hv3j3u5enpid69e+PevXtcdvas3Lt3D4C4XJoi+Pj4IDExEb/99hsqV67MfU8aN26Mmzdv4tSpU6hcuTLKly+vNr8A8fmempqqlooDReVDXnz48AExMTEKH4vilrldW1sbHh4eUsdGJBLhwoULrBoEg8FgMMocmkVtQElm3bp1CA4OxrFjx+Dg4IDLly/D398fNjY2aNGiBSwsLLB//3788ssvWLt2Lfh8Pnr27InatWvLlK4qSWhpaeHQoUMYPHgwTE1NoaGhgRYtWqBNmzYgIpn28fHx+Omnn+Dq6oo5c+YUvsFqRFHfs4o11atXh7W1NZo3b47Xr1+jYsWKRWF6vlHU91mzZiE2Nhbnz5+Hubk5jhw5gm7duuHKlSuoXr16EXqgOP7+/nj06FGukUWMsoVQKOQELQn6+vowMzNDtWrV8Pr1a+zevRt+fn4wMzPDgwcPEBAQgMaNG8stxSqPChUqwN7eHuvWrUPv3r255XZ2drCxscHWrVvRs2fPfPkxbdo0tGnTBvb29khISMDu3btx6dIlnDlzBkZGRhg8eDDGjx8PU1NTGBoaYvTo0fD29ka9evWKjQ8A8O3bN6moitDQUNy7dw+mpqYwNTXF3Llz0blzZ1hZWeH169eYPHkyKlWqhFatWinUv66uLurVq4d169ahQYMGnEilra0ttVxLSyvfvijK+PHj0b9/f3h6eqJOnTpYvXo1EhMTMXDgwEKzgcFgMBiM4gATMVQkOTkZ06dPx+HDh/HTTz8BANzd3XHv3j2sWLGCCzn39fXF69ev8fnzZ2hqasLY2BhWVlaoUKECAMDKyoqr8S4hIyMDX758KdYhoh4eHrh37x7i4uKQlpYGCwsL1K1bV2qKAAAkJCSgdevWEAqFOHz4sNQNn5WVFW7evCnVXhIqWxp8z0rWsPKKFSuWWt9fv36N9evX49GjR3BzcwMA1KhRA1euXMGGDRuwefPmYn/Ojxo1CidOnMDly5dha2vLLc8aap81GkPZcG4rKyu5IeGSdYySiba2Ns6fP88NLO3s7NC5c2fMnDlTqX58fHywY8cObvqVhCZNmmD79u3w8fHJl53R0dHo168fIiIiYGRkBHd3d5w5cwYtW7YEAKxatQp8Ph+dO3dGamoqWrVqhY0bNxYrHwAgJCREqp/x48cDAPr3749NmzbhwYMH2LFjB2JjY2FjYwNfX1/Mnz9fanqnIn5cvnxZrh+BgYFq8UMZunfvjk+fPuHXX39FZGQkatasidOnT8tEdjEYDAaDUeop2pQcJQdkSxwWFxdHAOjkyZNS7YYNG0YtW7bMsZ8LFy4Qj8fjSjdKkhyGhIRwbc6cOVOskhxm910eL168ID6fT2fOnOGWxcXFUb169ahJkyYyZQaJfiS3jIqK4pZt2bKFK2VXHFDV9+xcvXqVAHBJAUur7w8ePCAA9OTJE6l2vr6+NHToUCIqvue8SCQif39/srGxkSkbS/QjsWfWcrHPnj1TObFnWloat2zatGkssSeDwWAwGAwGg6EALBIjF3ILV7W3t0eTJk0wadIk6OrqwsHBAUFBQfjrr7/w22+/cdts27YNVatWhYWFBW7cuIGxY8ciICAAzs7OAICqVauidevWGDp0KDZv3oz09HSMGjUKPXr0gI2NTaH7LCEv3/fv3w8LCwvY29vj4cOHGDt2LDp06MAlNY2Pj4evry+SkpLw999/Iz4+HvHx8QAACwsLaGhowNfXF66urujbty+WLVuGyMhIzJw5E/7+/ko9LVM3+fVdkbDy0uq7i4sLKlWqhOHDh2PFihUwMzPDkSNHcO7cOZw4cQJA8T3n/f39sXv3bhw9ehRCoZDLT2FkZARdXV2FQ+1fvXqFb9++ITIyEsnJyVxeBFdXV2hra6NXr16YO3cuBg8ejClTpuDRo0dYs2YNVq1aVRRuMxgMBoPBYDAYJYuiVlGKM4GBgQRA5tW/f38iIoqIiKABAwaQjY0N6ejokLOzM61cuZJEIhHXx5QpU8jS0pK0tLSocuXKMuuJiGJiYqhnz55kYGBAhoaGNHDgQEpISChMV2XIy/c1a9aQra0taWlpkb29Pc2cOVOqZGRO2wOg0NBQrt3bt2+pTZs2pKurS+bm5jRhwgSuBGtRkV/f379/T40bNyZTU1MSCARUqVIlmjRpklSpXaLS6TuRODqjU6dOVK5cOdLT0yN3d3eZcorF8ZzP6Xzdtm0b1yY5OZlGjhxJJiYmpKenRx07dqSIiAipfpo0aZLneX///n1q2LAhCQQCKl++PC1ZsqSQvGQwGAwGg8FgMEo2PCI5mRgZDAaDwWAwGAwGg8FgMIoZJbdEBoPBYDAYDAaDwWAwGIwyBRMxGAwGg8FgMBgMBoPBYJQImIjBYDAYDAaDwWAwGAwGo0TARAwGg8FgMBgMBoPBYDAYJQImYjAYDAaDwWAwGAwGg8EoETARg8FgMBgMBoPBYDAYDEaJgIkYDAaDwWAwGAwGg8FgMEoETMRgMBgMBoPBYDAYDAaDUSJgIgaDwWAwGAwGg8FgMBiMEgETMRgMBoPBYDAYDAaDwWCUCJiIwWAwGAwGg8FgMBgMBqNEwEQMBoPBYDAYDAaDwWAwGCUCJmIwGAwGg8FgMBgMBoPBKBEwEYPBYDAYDAaDwWAwGAxGiYCJGAwGg8FgMBgMBoPBYDBKBEzEYDAYDAaDwWAwGAwGg1EiYCIGg8FgMBgMBoPBYDAYjBIBEzEYDAaDwWAwGAwGg8FglAiYiMFgMBgMBoPBYDAYDAajRMBEDAaDwWAwGAwGg8FgMBglAiZiMBgMBoPBYDAYDAaDwSgRMBGDwWAwGAwGg8FgMBgMRomAiRgMBoPBYDAYDAaDwWAwSgRMxGAwGAwGg8FgMBgMBoNRImAiBoPBYDAYDAaDwWAwGIwSARMxGAwGg8Fg5AmPx8OcOXOK2gwGg8FgMBhlHCZiMBgMBoORhYcPH6JLly5wcHCAjo4Oypcvj5YtW2LdunVS7Xg8HkaNGiW3jwMHDoDH4+HSpUuIjY2FtbU1GjRoACKSaRscHAw+n49JkyYViD/FkaSkJGzYsAG+vr6wtraGUChErVq1sGnTJmRmZqrcr0gkwl9//YW6devC1NQUQqEQVapUQb9+/RAcHCzTPioqChMnToSLiwv09PSgr68PDw8PLFiwALGxsVy7pk2bgsfjyX09e/ZMZXvlsXDhQvB4PFSrVk2p7fbu3Qtvb2/o6+vD2NgY9evXx8WLF7n1qampGD16NCwsLGBra4sFCxbI9PHhwwcYGBjg2rVr+faDwWAwGIyCQrOoDWAwGIXDnDlzMHfuXLmDKAaDIeb69evw8fGBvb09hg4dCisrK4SFhSE4OBhr1qzB6NGjle7T2NgYq1evRo8ePfD7779j2LBh3LqMjAyMGDECDg4OmDt3rjpdKda8efMGo0ePRvPmzTF+/HgYGhrizJkzGDlyJIKDg7Fjxw6V+h0zZgw2bNiA9u3bo3fv3tDU1MTz589x6tQpVKhQAfXq1ePa3rp1C35+fvj27Rv69OkDDw8PAEBISAiWLFmCy5cv4+zZs1x7W1tbLF68WGafNjY2Ktkqjw8fPmDRokXQ19dXars5c+Zg3rx56NKlCwYMGID09HQ8evQI4eHhXJvly5fjr7/+wowZM5CQkIB58+ahYsWK6NmzJ9dm0qRJaNeuHRo0aKA2nxgMBoPBUDvEYBRTZs+eTQDo06dPcte7ublRkyZN8rWPlStXEgA6d+5cjm22bt1KAOjo0aP52ldRI/k81cXNmzfJ39+fXF1dSU9Pj+zs7Khr1670/Plzte2DwShs/Pz8yMLCgr5+/SqzLioqSuo9APL395fbz/79+wkABQYGcsvatGlDJiYmFBkZyS1bsWIFAaCTJ0+qxf6CBADNnj1bLX19+vSJHj16JLN84MCBBIBevnypdJ+RkZHE4/Fo6NChMutEIpHU8fv69SuVL1+eLC0t6enTp3L7mj9/Pve+SZMm5ObmprRNytK9e3dq1qyZUvu7ceMG8Xg8+u2333JtV7duXZo7dy73vn///tSjRw/u/ZUrV0hfX5/CwsJUM57BYDAYjEKCTSdhlGl69OgBPp+P3bt359hm9+7dMDMzQ5s2bQrRsuLP0qVLcfDgQTRv3hxr1qzBsGHDcPnyZdSuXRuPHj0qavMYDJV4/fo13NzcYGxsLLOuXLly+ep748aNSE1Nxfjx4wEAYWFhmDNnDrp3757n9WX79u3g8Xi4evUqxowZAwsLCxgbG2P48OFIS0tDbGws+vXrBxMTE5iYmGDy5MkyUVeJiYmYMGEC7OzsIBAI4OzsjBUrVsi0S01NRUBAACwsLCAUCtGuXTt8+PBBrl3h4eEYNGgQLC0tIRAI4Obmhv/97395fhbm5uZwc3OTWd6xY0cAwNOnT/PsIzuhoaEgIrlRBDweT+r4bdmyBeHh4fjtt9/g4uIi097S0hIzZ85U2ob8cPnyZRw4cACrV69WarvVq1fDysoKY8eOBRHh27dvctslJyfDxMSEe29qaoqkpCQA4mk4Y8eOxeTJk2Fra6uyDwwGg8FgFAZMxGCUaWxsbODj44NDhw4hNTVVZn14eDguX76Mrl27QktLqwgsLL6MHz8e7969w9q1azFkyBDMnDkTV65cQUZGBpYsWVLU5jEYKuHg4IDbt28XiBDn6OiIuXPnYvfu3Th37hzGjBkDTU1NpQato0ePxsuXLzF37ly0a9cOW7duxaxZs9C2bVtkZmZi0aJFaNiwIZYvX46dO3dy2xER2rVrh1WrVqF169b47bff4OzsjEmTJnGiioQhQ4Zg9erV8PX1xZIlS6ClpYWffvpJxpaoqCjUq1cP58+fx6hRo7BmzRpUqlQJgwcPVnogLiEyMhKAWORQFgcHBwDA/v37ucF5Thw7dgy6urro0qWLwv1nZmbi8+fPUq+sgoFIJJJZn9MrPT1dpu/Ro0djyJAhqF69uhJeAxcuXICXlxfWrl3LCU/W1tZYv369VDsvLy9s3boVDx8+xI0bN7Bnzx7UqVMHAPDnn3/i8+fPZSovC4PBYDBKMEUaB8Jg5IIq00nWrl1Lrq6upKurS8bGxuTh4UG7du3KdT/btm0jAHTw4EGZdZJQ7ytXrnDLbt26Rb6+vmRmZkY6Ojrk6OhIAwcOzNMfBwcH+umnnygwMJA8PDxIR0eHqlWrxoWbHzx4kKpVq0YCgYBq165Nd+7ckenjwoUL1LBhQ9LT0yMjIyNq164dPXnyRKbdlStXyNPTkwQCAVWoUIE2b96c43SSnTt3Uu3atUlHR4dMTEyoe/fu9P79+zz9yYnatWtT7dq1Vd6ewShKzp49SxoaGqShoUHe3t40efJkOnPmDKWlpcm0hZLTSYiI0tPTqWbNmmRqakoAaMuWLQrZJblOtWrVikQiEbfc29ubeDwejRgxgluWkZFBtra2UtfHI0eOEABasGCBVL9dunQhHo9Hr169IiKie/fuEQAaOXKkVLtevXrJTCcZPHgwWVtb0+fPn6Xa9ujRg4yMjCgpKUkh3ySkpqaSq6srOTk5UXp6ulLbSujXrx8BIBMTE+rYsSOtWLFC7nQRExMTqlGjhsL9NmnShADIvPr378+1CQ0NldtG3iv7ebF+/XoyMjKi6Ohobn+KTCf58uULASAzMzMyMDCg5cuX0969e6l169YEgDZv3sy1DQsLIzc3N86GRo0aUUJCAsXGxpKFhQX9888/Cn8eDAaDwWAUJUzEYBRblBUxJLkrunTpQlu2bKE1a9bQ4MGDacyYMbnuJy4ujnR0dKhz584y62rXrk0ODg7coCEqKopMTEyoSpUqtHz5cvr9999pxowZVLVq1Tz9cXBwIGdnZ7K2tqY5c+bQqlWrqHz58mRgYEB///032dvb05IlS2jJkiVkZGRElSpVoszMTG77c+fOkaamJlWpUoWWLVtGc+fOJXNzczIxMaHQ0FCu3YMHD0hXV5fs7e1p8eLFNH/+fLK0tCR3d3cZEWPBggXE4/Goe/futHHjRq5PR0dHuTkB8kIkElH58uXJ19dX6W0ZjOLCzZs3qWPHjqSnp8cN+CwsLGTy4qgiYkj6B0D16tWTEiRyQyJi7Nu3T2r5uHHjCADdunVLanmHDh3Izs6Oez9s2DDS0NCg+Ph4qXY3btwgALRu3ToiIlq0aBEBoGfPnsm1WSJiiEQiMjY2pmHDhtGnT5+kXhJbr169qpBvEoYOHUoA6N9//1Vqu6xkZmbS+vXrqXbt2lKiQbNmzejDhw9cOw0NDWrYsKHC/TZp0oQcHR3p3LlzUq/Hjx9zbZKTk2XW5/T68uULt93nz5/J1NSUVqxYIbU/RUSM9+/fcz5mFSEyMzPJ1dWVbG1tpdqnpaXR3bt36fHjx9zvS0BAAPdZXLlyherUqUO2trY0evRoSk1NVfgzYjAYDAajsGAiBqPYoqyI0b59e5UTr3Xt2pV0dHQoLi6OW/bs2TMCQNOmTeOWHT58WO6AQREcHBwIAF2/fp1bdubMGQJAurq69O7dO275li1bZAZANWvWpHLlylFMTAy37P79+8Tn86lfv37csg4dOpCOjo5Uf0+ePCENDQ0pEePt27ekoaFBCxculLLz4cOHpKmpKbNcEXbu3EkA6M8//1R6WwajuJGamko3b96kadOmkY6ODmlpaUkNWhURMS5duiR3fW7bykMiDAQHB0stl1wnsyYLJRInbTQwMODet2rVSkrUkBAbG0sAaOLEiURENHz4cOLz+TKREHFxcVIiRlRUVJ7RBocOHVLYv2XLlhEAqWSa+eXz58909OhRatOmDQGQEi1UicQoqMSeI0aMoEqVKkkJBoru79OnTwSAtLS0KCMjQ2rd3LlzCYDUb0F2nj59SgKBgG7fvk0xMTFkaGhIixYtohs3bpCLiwv9+uuvqjvGYJQxskerMRiMgoPlxGCUGoyNjfHhwwfcunVL6W379OmDlJQUHDp0iFsmSfbZu3dvqX0AwIkTJ2TmNCuCq6srvL29ufd169YFADRr1gz29vYyy9+8eQMAiIiIwL179zBgwACYmppy7dzd3dGyZUucPHkSgHhe9ZkzZ9ChQwep/qpWrYpWrVpJ2XLo0CGIRCJ069ZNaq62lZUVKleujMDAQKV8e/bsGfz9/eHt7Y3+/fsrtS2DURzR1taGl5cXFi1ahE2bNiE9PR379+/n1gsEAiQnJ8vdVpKTQUdHR602aWhoKLycCrCcskgkAiC+dp47d07uS9Eyndu3b8eUKVMwYsQItSbTNDMzQ7t27XDy5Ek0adIEV69exbt37wAALi4uePHiBdLS0tS2v8zMTERGRir0kuz35cuX2Lp1K8aMGYOPHz/i7du3ePv2LVJSUpCeno63b9/iy5cvOe7T1NQUOjo6MDMzkzkHJIlMv379muP2AQEB6NOnD2rXro1///0XpqammDZtGurVq4fJkydj165davhkGKWJhw8fokuXLnBwcICOjg7Kly+Pli1bYt26dVLteDweRo0aJbePAwcOgMfj4dKlSwDEJYJ5PF6er7JEUlISNmzYAF9fX1hbW0MoFKJWrVrYtGkTMjMzVe5XJBLhr7/+Qt26dWFqagqhUIgqVaqgX79+CA4OlmkfFRWFiRMnwsXFBXp6etDX14eHhwcWLFiA2NhYrl3Tpk1zPG7Pnj1T2V55LFy4EDweD9WqVVNqu71798Lb2xv6+vowNjZG/fr1cfHiRW59amoqRo8eDQsLC9ja2mLBggUyfXz48AEGBga4du1avv1g5A/NojaAwcgPWX/UpkyZgvPnz6NOnTqoVKkSfH190atXL4VupNu0aQNTU1Ps3r0bAwYMAADs2bMHNWrUkMqg36RJE3Tu3Blz587FqlWr0LRpU3To0AG9evWCQCDIcz9ZhQUAMDIyAgDY2dnJXS65+ZTceDs7O8v0WbVqVZw5cwaJiYlISEhAcnIyKleuLNPO2dmZEzsA8c0zEcltC0CpRKaRkZH46aefYGRkhAMHDuQ40GIwSiqenp4AxIKiBAcHBzx//lxue8lySbLJosbBwQHnz59HQkIChEIht1xycymx08HBASKRCK9fv5a63mT3U5JAMjMzEy1atFDZrqNHj2LIkCHo1KkTNmzYoHI/eeHp6YmgoCBERETAwcEBbdu2xY0bN3Dw4EH07NlTLfsICwuDk5OTQm0DAwPRtGlThIeHQyQSYcyYMRgzZoxMOycnJ4wdOzbHRKl8Ph81a9bErVu3kJaWBm1tbW7dx48fAYiPlTxOnDiB69ev4+XLl1x7a2trbr2NjQ3Cw8MV8odRNrh+/Tp8fHxgb2+PoUOHwsrKCmFhYQgODsaaNWswevRolfrt1KkTKlWqJHfdgwcPsHz5cu7hTlnhzZs3GD16NJo3b47x48fD0NAQZ86cwciRIxEcHIwdO3ao1O+YMWOwYcMGtG/fHr1794ampiaeP3+OU6dOoUKFCqhXrx7X9tatW/Dz88O3b9/Qp08feHh4AABCQkKwZMkSXL58GWfPnuXa29raYvHixTL7tLGxUclWeXz48AGLFi2Cvr6+UtvNmTMH8+bNQ5cuXTBgwACkp6fj0aNHUte45cuX46+//sKMGTOQkJCAefPmoWLFilK/EZMmTUK7du0UFukZBQcTMRjFFskTzNyedGZ9ylm1alU8f/4cJ06cwOnTp3Hw4EFs3LgRv/76K+bOnZvrvrS0tNCtWzf8/vvviIqKwvv37/Hy5UssW7ZMqh2Px8OBAwcQHByM48eP48yZMxg0aBBWrlyJ4OBgGBgY5LofZZ6iAgX/JJXH4+HUqVNy95+XLxLi4uLQpk0bxMbG4sqVK2r9sWIwChvJ4DL7Uz+JAJh1YO/n54d169bh9u3b3M0dAMTGxmLXrl2oWbMmrKysCsfwPPDz88PWrVuxfv16TJs2jVu+atUq8Hg8rsRrmzZtMH36dKxdu1ZKVMg+iNbQ0EDnzp2xe/duPHr0SOaJ2KdPn3IcPEu4fPkyevTogcaNG2PXrl3g8+UHh6anp+P169cwMjKSGmRnJzIyEl++fIGrq6vU8rS0NFy4cAF8Pp8bKI0YMQLr1q3DhAkT4OHhgSpVqkhtEx0dja1btyoVGWJlZYVz584p1LZGjRoAgGrVquHw4cMy62fOnImEhASsWbMGFStW5Ja/f/8eSUlJUmVhu3fvzg1qhg4dCgBISUnBrl274OrqKveanJaWhvHjx2PmzJlcxIalpSVevXqFjIwMaGpq4unTp8Xm/GUUDxYuXAgjIyPcunVLpgx1dHS0yv26u7vD3d1dZnliYiIWLFgAIyMj7NmzR+X+SyJWVlZ4+PCh1IO04cOHY9CgQdi2bRtmzZqVo/CTE1FRUdi4cSOGDh2KrVu3Sq1bvXo1Pn36xL2PjY1Fx44doaGhgbt378qUol64cCF+//13qWVGRkbo06ePUjYpy8SJE1GvXj2uWpQiBAcHY968eVi5ciUCAgJybHfixAlMmDABkydPBiAWpo8dO8aJGFevXsXx48fVHlnCUJEins7CYOTI7t27CQCdO3dOZl1iYiJpamrS8OHDc9w+NTWVfvrpJ9LQ0KDk5OQ893flyhUCQGvWrKFx48YRj8ejsLCwPLfbtWsXAaDff/8913aS6iTZgZy58ZIs98uXLycioo8fPxIAmjx5ssz2rVu3JnNzcyISVyXQ1dWlHj16yLTz8/OTyokhmYP+/PnzPH3MieTkZGrUqBHp6elJ5fpgMEoqbm5u5OTkROPHj6etW7fS+vXrqVevXqShoSGT8DYyMpLKly9Penp6FBAQQFu2bKHZs2eTg4MDaWtr08WLF3Pcj7zvfW5IcmJkz8eTU+6g/v37k76+Pvc+MzOTfHx8iMfj0bBhw2jDhg3Uvn17AkDjxo2T2rZnz54EgHr37k0bNmygTp06cYmBs873joyMJAcHB9LT06OxY8fSli1baPHixdS1a1cyMTHJ1Z+3b9+SkZER6erq0oYNG2jnzp1Sr/v373NtJdfDrJVA5HHr1i3i8XjUvHlzWrRoEf3vf/+jJUuWUI0aNeT6GRwcTKampqSrq0tDhw6lzZs30+bNm2nYsGEkFAqlEhQXZE4MeeS0P0mVlKwkJSWRm5sbaWlp0cSJE2nt2rXk5eVFGhoadPLkSbn9L1u2jCpXriyVhyMqKor09PSoa9eutGrVKjI1NZX7m8Mouzg7O1PTpk0VapvbNS63xMdZkVQb2rt3b577k1wjr1y5QqNHjyZzc3MyMjKiYcOGUWpqKn39+pX69u1LxsbGZGxsTJMmTZJJrPzt2zcaP3482drakra2NpfEPXu7lJQUGjduHJmbm5OBgQG1bduWwsLC5ObE+PDhAw0cOJDKlStH2tra5Orqmq+8YceOHSMAdOzYMaW3lSRy3r59e55tlyxZQgDyrPAnoTCukUFBQaShoUEPHjxQan/du3cna2tryszMJJFIRAkJCXLbubu709q1a7n3AQEB1K5dOyIS/4bWrl2b5s6dm39HGGqBiRiMYktUVBRpa2tTp06dpKp0EBGtWrWKANCRI0e4ZdnL/BERTZo0ifh8vkxGfnmIRCJydHQkLy8vsra2lvtD/eXLF5kfs8ePHxMAWr9+fa7950fEIBIn9rS0tJQaRD18+FDlxJ6vXr0iDQ0N6tWrl4xPIpFI7ueZlYyMDGrXrh1pamrmq5oAg1GcOHXqFA0aNIhcXFzIwMCAtLW1qVKlSjR69GiKioqSaf/hwwcaMmQIlS9fnjQ1NcnU1JR+/vlnmQSc2SlsEYOIKCEhgQICAsjGxoa0tLSocuXKcm/Qk5OTacyYMWRmZkb6+vq53qBHRUWRv78/2dnZkZaWFllZWVHz5s1p69atufoTGBiYa1LQrPtRVMSIj4+nNWvWUKtWrcjW1pa0tLRIKBSSt7c3/f7773IrwXz8+JECAgKoSpUqpKOjQ3p6euTh4UELFy6USvRcnEUMIvFx6N+/P5mampJAIKC6devS6dOn5fYdGRlJQqFQ7iDo1KlT5OLiQsbGxtSvXz9KTEzMvzOMUoOvry8JhUJ6+PBhnm3zK2Js376dANDQoUMVsk1yjaxZsya1bt2aNmzYQH379uUeADVs2JB69epFGzdupJ9//pkA0I4dO7jtRSIRNWvWjHg8Hg0ZMoTWr19Pbdu2lSuA9unThwBQr169aP369bkKvba2tmRnZ0fz5s2jTZs2Ubt27QgArVq1SiG/siOpxKfKgyPJA7Gffvopz+92/fr1SVdXV+EKRU2aNCEXFxeZalVZBYPMzEyZ9Tm9spc1z8jIIHd3d+7hpTLXZHNzc2rXrh2tWrWKzMzMCABZWVlxVbkkDB48mKpVq0YPHjyg69evk5WVFVeWfOvWrWRvb6906XBGwcFEDEaxZsGCBQSAGjRoQEuXLqV169ZxTwl9fX2lxI3atWuTn58fLVy4kP744w+aMGECCQQCatu2rcL7mz59OncTLS+yYtWqVVS5cmWaPHkybdmyhVasWEHOzs5kaGhIb968ybXv/IoYkhKrLi4utHz5cpo3bx5ZWFiQiYmJ1L7v379POjo6XMnWBQsW5FhidfHixQSA6tevT8uWLaNNmzbR5MmTucFNbowdO5YAUNu2bWWeou7cuTPXbRkMBoPBYJQszp49SxoaGqShoUHe3t40efJkOnPmjMyAkyh/IsbTp09JX1+f3NzcFB40SkSMVq1aSQmW3t7exOPxaMSIEdyyjIwMsrW1lapwd+TIEQLADVoldOnShXg8Hr169YqIiO7du0cAaOTIkVLtevXqJSNiDB48mKytrWUeCvXo0YOMjIyUHhCnpqaSq6srOTk5yVSQUhRJdIuJiQl17NiRVqxYQU+fPpVpp0oFJ3mCdFbxWXJvq8gr+7mxfv16MjIyoujoaG5/iogYX758IQBkZmZGBgYGtHz5ctq7dy+1bt2aANDmzZu5tmFhYeTm5sbZ0KhRI0pISKDY2FiysLCQKmPNKHqYiMEo9vz9999Ur1490tfXJ4FAQC4uLjR37lxKSUmRardlyxZq3LgxmZmZkUAgoIoVK9KkSZOknqblhSSqQiAQSEU8SLhz5w717NmT7O3tSSAQULly5ejnn3+mkJCQPPvOr4hBRHT+/Hlq0KAB6erqkqGhIbVt25aePHki02dQUBB5eHiQtrY2VahQgTZv3sw9sc3OwYMHqWHDhqSvr0/6+vrk4uJC/v7+eU4zyekHS/JiMBgMBoNRurh58yZ17NiR9PT0uN97CwsLOnr0qFQ7VUWM5ORkcnd3J11dXXr06JHCdklEjH379kktHzdunNwotg4dOkiVnR42bBhpaGjIRO5KpmBIntovWrSIANCzZ8+k2t28eVNKxBCJRGRsbEzDhg2TiTKQ2Hr16lWF/SMiGjp0KAHIV/RrZmYmrV+/nmrXri11z9asWTP68OED105DQ0OqLHVeNGnShBwdHencuXNSr6xlyZOTk2XW5/T68uULt93nz5/J1NSUVqxYIbU/RUSM9+/fcz5mFSEyMzPJ1dWVbG1tpdqnpaXR3bt36fHjx9yD0oCAAO6zuHLlCtWpU4dsbW1p9OjRCkeqMNQPG2kwGAwGg8FgMBgMhUlNTaWbN2/StGnTSEdHh7S0tKQGrIqIGJcuXZJZN3z4cAJAW7ZsUcoeiTCQfSqf5AFOZGSk1PL+/fuTgYEB975Vq1ZSooaE2NhYAkATJ07k7OPz+TKREHFxcVIiRlRUVJ7RBocOHVLYP0kes/nz5yu8TV58/vyZjh49Sm3atCEAUqKFKpEYBTXlbsSIEVSpUiUpwUDR/X369IkAkJaWFmVkZEitmzt3LgGQmn6dnadPn5JAIKDbt29TTEwMGRoa0qJFi+jGjRvk4uJCv/76q+qOMfIFq07CYDAYDAaDwWAwFEZbWxteXl7w8vJClSpVMHDgQOzfvx+zZ88GAAgEglyrywGQqjAHAPv378eWLVvQrVs3DBs2TCW7lKkCRwVcAQ4A+vTpg/79+8ttI68iizy2b9+OKVOmYMSIEUpVTMoLMzMztGvXDu3atUPTpk0RFBSEd+/ewcHBAS4uLrh3755M6eb8kJmZKVUBJTdMTU2hra2Nly9fYuvWrVi9ejVXNhoQV2BKT0/H27dvYWhoCFNT0xz70dHRgbGxscw5IKnM9PXrV9jb28vdPiAgAH369EHt2rWxc+dOmJqachW+Jk+ejIULF+ZZAZFRMDARg8FgMBgMBoPBYKiEp6cnACAiIoJb5uDggOfPn8ttL1nu4ODALXvz5g2GDh0KJycnmfKfhYGDgwPOnz+PhIQECIVCbrmknKbEVgcHB4hEIrx+/Vqq5HZ2Xy0sLCAUCpGZmYkWLVqobNfRo0cxZMgQdOrUSarstbrx9PREUFAQIiIi4ODggLZt2+LGjRs4ePAgV2I0v4SFhcHJyUmhtpJy5+Hh4RCJRBgzZgzGjBkj087JyQljx46VKQMugc/no2bNmrh165aMICMRRXIqB37ixAlcv34dL1++5NpnLfNtY2OD8PBwhfxhqB/5RdkZDAaDwWAwGAwG4zuBgYFyoxdOnjwJAFKDej8/PwQHB+P27dtSbWNjY7Fr1y7UrFkTVlZWAID09HT06NEDSUlJ2LNnD4yMjArQC/n4+fkhMzMT69evl1q+atUq8Hg8tGnTBgC4v2vXrpVql30QraGhgc6dO+PgwYN49OiRzP4UiUi4fPkyevTogcaNG2PXrl3g8+UP29LT0/Hs2TMpEUkekZGRePLkiczytLQ0XLhwAXw+H5UqVQIAjBgxAtbW1pgwYQJevHghs010dDQWLFiQpw9ZsbKywrlz5xR61ahRAwBQrVo1HD58WObl5uYGe3t7HD58GIMHD+b28f79e054ktC9e3dkZmZix44d3LKUlBTs2rULrq6usLGxkfuZjB8/HjNnzuQiNiwtLfHq1StkZGQAAJ4+fcqdw4zCh0ViMBgMBoPBYDAYjFwZPXo0kpKS0LFjR7i4uCAtLQ3Xr1/H3r174ejoiIEDB3Jtp06div3796Nx48YYPnw4XFxc8PHjR2zfvh0RERHYtm0b13bWrFm4desWmjVrhpcvX3JPvrPTsWNH6OvrF4hvbdu2hY+PD2bMmIG3b9+iRo0aOHv2LI4ePYpx48ahYsWKAICaNWuiZ8+e2LhxI+Li4lC/fn1cuHABr169kulzyZIlCAwMRN26dTF06FC4urriy5cvuHPnDs6fP48vX77kaM+7d+/Qrl078Hg8dOnSBfv375da7+7uzk1HCQ8PR9WqVdG/f39s3749xz4/fPiAOnXqoFmzZmjevDmsrKwQHR2NPXv24P79+xg3bhzMzc0BACYmJjh8+DD8/PxQs2ZN9OnTBx4eHgCAO3fuYM+ePfD29lbqM9bR0VE6KsXc3BwdOnSQWS4RjbKv69evH4KCgqTEtuHDh+OPP/6Av78/Xrx4AXt7e+zcuRPv3r3D8ePH5e53zZo1AICxY8dyy/z8/ODv749evXqhfv36mD9/PoYMGaKUPww1UsQ5ORgMBoPBYDAYDEYx59SpUzRo0CBycXEhAwMD0tbWpkqVKtHo0aMpKipKpv2HDx9oyJAhVL58edLU1CRTU1P6+eefZZJv5lXtTPIKDQ3N0TZJYs/sVUgkiT0/ffoktbx///6kr68vtSwhIYECAgLIxsaGtLS0uHLzWUu2EomrbIwZM4bMzMxIX1+f2rZtS2FhYTIlVonECT79/f3Jzs6OtLS0yMrKipo3b05bt27N0RciosDAwFw/i6z7kVS0y1rOVB7x8fG0Zs0aatWqFdna2pKWlhYJhULy9vam33//XcZPIqKPHz9SQEAAValShXR0dEhPT488PDxo4cKFUtX/CjKxpzxy2p/kXMpOVFQU9e/fn0xNTUkgEFDdunXp9OnTcvuOjIwkoVBIx44dk1l36tQpcnFxIWNjY+rXrx8lJibm3xmGSvCICjCrTRlGJBLh48ePEAqF4PF4RW0Og8EoYRAREhISYGNjk2MIaVkkJSUFaWlpRW0Gg8FQI9ra2jJJHhkMBoPByAk2naSA+PjxI+zs7IraDAaDUcIJCwuDra1tUZsBQJxZfM6cOfj7778RGRkJGxsbDBgwADNnzuTE2sjISAwcOBD3799Hp06dsHbtWk6EkWQ/37NnD3r06MH1u3r1aqxevRpv377Ndf8pKSlw0tVFZIF5yGAwigIrKyuEhoYyIYPBYDAYCsFEjAJCktk4NDQ0x7I/pZX09HScPXsWvr6+0NLSKmpzChXmO/NdXb7Hx8fDzs5OKkt6UbN06VJs2rQJO3bsgJubG0JCQjBw4EAYGRlxWcNnzZoFT09PLFmyBNOmTcM///yDXr16cX3o6Ohg5syZ6Ny5s9KfVVpaGiIBhO3cCcM6ddTpGqOouHu3qC2Q4ud583DlyRM8fPgwx5J7DPUSf+0a7Pz8kJaWxkQMBoPBYCgEEzEKCMlTSaFQCENDwyK2pnBJT0+Hnp4eDA0Ny+RglvnOfFcnxWk62vXr19G+fXv89NNPAABHR0fs2bMHN2/e5Np8/foVLVu2RPXq1VGhQgXExsZK9dGzZ08cO3YMv//+O0aOHKmSHYZ6ejAsRuIOQ0VCQgA9vaK2QoqaFSrgypMnqFu3LuLj46GhoVHUJpV+CihRI4PBYDBKL2yiNYPBYDAUQpKFXVJu7f79+7h69SpXcg4QZ6QfPXo0BAIB7ty5g379+kn1YWhoiBkzZmDevHlITExUyY59V67ILfPHKCGEhIhfxZDk7/lWkpKSIBKJitgaBoPBYDAY8mAiBoPBYDAUYurUqejRowdcXFygpaWFWrVqYdy4cejduzfXxtPTE+Hh4QgLC8P169dhYGAg08/IkSOho6OD3377TSU7hq5ejY6DBiHh2zeVfWEw5OHv5wcAMDY2hqYmC1ZlMBgMBqM4wkQMBiMH4lLiMPX8VGSIMoraFAajWLBv3z7s2rULu3fvxp07d7Bjxw6sWLECO3bskGqnqakJKyurHPsRCASYN28eVqxYgc+fPyttx+6FC3Hx2jU06dQJX7NNV2EUMyRRF1lfxZiaFSpg98SJiI2NRaVKlXDr1q2iNonBYDAYDEY22GMGBiMHbny4gaXXlmJwrcGobFa5qM1hMIqcSZMmcdEYAFC9enW8e/cOixcvRv/+/ZXqq0+fPlixYgUWLFgAR0dHpbb9qWFDXL12DT5Nm6JNnz64euQIe2pe3CjmYkVuJKWkAADevHmDHj164MmTJxAIBEVsFaMswUpJMxiM/FLaS1ezuz4GIweS05PFfzOSi9gSBqN4kJSUxJVLlaChoaFS7gA+n4/FixejU6dO+OWXX5Te3t3dHX/v2gU/Pz88ePIEtd3dle6DUQCUYPFCQh8fHxCAX3ftwps3b2BjY4Px48djypQpTCxjFDislDSDwVAHpb10Nfs1ZjByQCJeSMQMBkMd/Pcf4OgIWFoWtSXK07ZtWyxcuBD29vZwc3PD3bt38dtvv2HQoEEq9ffTTz+hbt262LJlCyxV+EDevXsHAPi5f3/MHDsWv/TvX6yquZQZSoFwkRWBlhaG+PpiiK8vnn34gM2nTmH27Nm4desW9uzZA11d3aI2kVGKkZSSvrfzJHTrNFBqW6ts0kck5E/ry9pOXpvs/eTVHyNvcvpMSxIvXr9Gmz59UM3dHXfv3kVSUhImjxyJhWvWYPIvv2D64sWF9hscHBwMf/+xePXqGapVq4U1a7bD1tYxx/aJid+QkBAPMzMLparI3b0L3Lr1L1au7IVr166hWrVquHz5Mtq2bYtNm/5Bs2Zt8u6kCEi+eQ01+5bu0tVMxGAwcoBFYjAKgq5dxa+VK4vaEuVZt24dZs2ahZEjRyI6Oho2NjYYPnw4fv31V5X7XLp0KerXr6/StpIIDrfq1eE/fTqev36N1fPmKXwTlZqairNBQQAA3yZNVJoy8OHjR9y4fRtO9vbwrFFD6e0B4Na9e3gbFgZvDw/Y2tgovb06/XC0s4NXzZp5byBHuLj18iXeRkXB28UFtubmStuQmp6Os3fvAgB8a9WCQIVyxR8+f8aNZ8/gaGkJr8qqTQPM6oeLrS1WDx0K31q10HHJEjg6OmLNmjXclKriDBEhOjoaERERiI2Nxb59+7Bp0yYYGBjg77//hqenJ8qXL1/UZjJyQKinD12hYZ7trBGRdSupdYYQV4CKgLXc5ZL/s64X9ye/hHX2tgzFyO0zLSm8fvsWC9euRVJyMjw9PTFgwAAMGDAAblWqYMn06Zi6aBH+OXYMq9auRadOnQrUlosXL6Jdu3aoXt0DBw4Ewtu7SZ6/+0KhIaysFPt9TU9P54QOPT3g69cIaGkJUKtWLejq6uLnn3+GtrY23r8PhTDbd/TevVsIC3sLDw9v2NjYKu1bamoqgoLOom7dRjAyMlZ6ewmaeqW/dDUTMRiMHJCIF0npSUVsCaO4k5kJxMZq59mOCIiMBJ4+LQSjCgChUIjVq1dj9erVKm1/6dIlmWXe3t4ql0utX78+rl+/jnPnzmH9+vUYPXo0LgcH49SuXbAqVy7XbdPS0tBt+HAcO3tW3JenJwIPHIC2dt7HUcKDJ0/QoH17fEtMhLeHBzr/9BMmjBihlA8rNm3CpPnzAQBCAwNcPXIE7q6uCm+fmpqKZl274vp3USG/fgDAioEDMaFjRyW8AFYcPoxJ27YBAIS6uri6ZAncnZwU3j41PR3NZszA9WfPAAD1XVwQuHAhtJUQMh6EhqLB1Kn4liy+dqvTDz9PTzxeuxZjfv8d/fr2RfDu3ZjYsSNsBw5Uqv+C5mL//jj09CmOPnuGDwkJctt8+/YNHTp0gAafj5nduuHXXbtkpokxSgbSAkbe7SJgrfA2ufXFhIyyR+j79zhy+jQAYNy4cbCxscG+nTsxcPx43D17FrWqVcOclSsxa9o0tG/fHhoaGgVmy8SJ0+Du7ol9+y6oPV/Rp09R6NLFBz17DsaIERMAABYW9khPT8X9+/dRr149AEDduh2xb992jBo1hRNQNm1agfnzJwEADAyEOHLkKlxdFZ/qmpqaiq5dm+HevZu4dOlJvkSMsgD71WIwcoCLxGDTSRh5cPAgDyNHtkBeqSESEoD0dOD7OI2RTy5evMjl4xg1ahROnTqFe48fw7pmTVRq1AhtBg2Ce6tW0KtYEQ716kFYpQqMq1aFV7t2GDFlCoLv3OH6uh4SgjNyRJbcWLF5M5K/J4G8cfs2Dp86pVR+EJFIhBlLl3Lvk5KTsWP/fqVsOBsUxAkYQP79AIDpO3cq78fOndz7pNRUrDhyRCkbzt69ywkYAHD92TOc+R6VoSgrjhxBcmoq917dflSyscG+yZMxsk0b7L58GZ7jx+OuioKeOgkNDcWdO3cwu2dPNP/rL5x+9Qofs5Qf5gNoX7cuPm7fjvh//kHcP//gw7ZtmNW9O+bt3Ytx7dsXnfGMQiUvAUMZUUTyymm5vPVlgdL6GbRo3Bh/rFgBTU1N2Nraoom3N1b8+iscbW3RqEMH6OvpYfH06Xj26hXatWqFN2/eFJgtHz68g49P6wITMF6+fIolS6Zzvx/16nVEhQq1MHLkSGRmZgIA5s0bgdevnyMk5AYuXz4PGxseJ2AAgL29Ew4c2Cl3PzkRFHQW9+7dxJYt+1GhAisokBdMxGAwciAlQ3xTz6aTMPIiIoKHpCQtJOdxqkiqib59C2QZMzJURCAQSIWQtm7dmvtfEs768OFDJCcno3fv3pg9ezamTZsGd3d3bNu7F9GfP0MjyxPoTBUSlGblZWhovravUqECvnz9mq8+VCImRhwmVMxQNUKnIDHQ1cXqoUPxeP162FtYoPH06Tj/PZKmMCEiHD16FH5+fqhQoQI8PDww759/MMzDA89HjYJmlvOax+PBUE8P1qamEOrpwVBPD+XNzDC7Z0+sGjwY606cAI/Hw4ULFwrdD4bqqHNwnJ/Bdl6D9dI2mM9KaRUscmJwr14ICwnBgG7dcOW//+DVpg16deyICg4OGD1zJpp4e+PfnTtx6949uLi4ICwsrEDs0NLSRkqKeu/Nx4zph+7dW+DlS9lQWQ0NDYwcuRn37t3Dxo0bAQCVv09XjI+PRY8eLWW2efbsET5/jlLajh07jqNNmw5Kb1cWYSIGg5EDbDoJQ1G+R+Ejy8NPuUhEDCLg1auCtams0rJlS+zduxfLli3DqVOn8OLFC7x8+RKLFi3CxIkTMWXKFPz5559c+w5tfiTl+nP3biTnpURlYeKIEdDLkuRx8siRSoXl8/l8LJo6FQBgZmqK1LQ0BAwbpvD2gDgHRn1PT+59fU9PtGraVPEOQkIwsUMH6GV5orWob1/l/ejbl3uvJxBgYocOitsAwLdmTXRr2BCN3dzQoGpVdK5fH61r11aqD3X4sWzAAFSytkY1e3vUrVIFk3Lww8LICBcXLEADFxf8PH8+TiiZFyY2NhZ9+vTB//73PzhaWoLH44HH42GLvz8C2reHoaEhEuRMB4mKisLu3bvRuFo1dOjQAZHPn2NnQABur1qFV1u2YPPPP0NDQwOLmjfnttHT0srxeIxp25b7f1ifPkr5wCgc5A2US+pgOSdfcvIpr/bKCCgF8SqLWJUrh22rVyPu+XP07dIFs1esQCVHR9x99AiPnj1Dax8fLJgyBenp6fjyRfm8RopQoUIVnD//r1r7HDFiIj58eMe9nzp1kdTvR5UqddCq1XBMmTIdhw4dQnR0NADAyMgEp0+HYNu2o/D3nwweT7yNrq4epk9fopQNvr5t4ePTOu+GOZD13DTHZ5X7KSmwnBgMRg6w6SQMRZGIF4mJubf7nOU35dkzoFq1grOprHL2e44LCZVzSO64d+9euLu7w8XFBSKRCAcPHkT//v1RrVkzbF+9Go3q1s1zX+6urnhy6ZJyCTGzMWHECDSqWxfhkZHwqlFD6cSeAoEAgQcOcFNIWjVtqlg+jCxTUNydnPBkw4Z8JcSc0LEjGlerpnJiT4G2NnYGBHBTSFrVqqVUPgxA2g8nS0t4quDH2HbtUL9qVYX8MNDVxdGZM9Fj+XK0W7AAI0JC8Ov//gcrK/kVHKKjo7Fjxw7s378ft27dAgDs2rVLqs2I70/5AMDQ0BBDhw5Ft27dYGZmhilTpuDChQsQiUSo6eSEf3/9FX5ZBCwAgLU4V8GE2rXRuFWrPP3g8Xg4MHUquixZAlc7O+D4cSCLsJGV69evw8DAAO6snHGhYI7PMCxjA+X8CANlVVQoKgyFQmxasgRBN25Az8wMTk5O8J8+HZcOHkSFWr7Q0ZmNxo1d4O8/FQsXTlFb1RIiQlTUR1SoUEUt/UlwdXXHpUtPcP9+CGxsbFGjhqdMmwEDluLTp3fo02cAKlf2gqGhEVxda0BPTw8VKzojOjoC8+evxufPnzB48BiYmSmf4FpVyuL5z0QMBiMHuBKrZWg6yeekz5hwdgI2/7QZulqsjKCiJH0P1skrEuPTJ/FfQ0Pg+fOCtYmRO926deP+5/P56Nq1KypVqoTatWujcceOGDN4MFbNnZvnk3xbGxt0VaGiSFbq1KqVr+21tbXR1tdX8Q3kVBaxNTdH14YN82WHV+XKKlcEAQBtLS20rVMnXzYUth8CLS0cnDoVq48dw/y9e7HD0RHjJkzAsGHD4ODgACLCyZMnsW7dOly4cAEaGhpo164dunfvjoyHD+FqZ4dq9vawNjWFjrY24pOScPvVK2w9cwZ8Ph9BQUH4/fffAQBubm7YMnIk2tWpg3LGxmrzo/13wU5TQwNEBN7x4/g7Lg4BAQGoW7cuvL290bp1azRoIC73qampiRcvXsBJicStDAajdKKlpYX3L19i5szfMHhwR2w7fRNt2nTAtWsvsXHjMixePA3lDUTwnz5dLfsLDg7Gy5dPsWjRBrX0lxUbG1uZiiKenj9+MvX0DDFq1B9YvLgTQkNDMHXqIujp6QEAZs4cg717t6FOnYY4cuSK2m3LibIoXkhgIgaDkQNlcTrJtffX8Nf9vzDReyKqW1YvanNKDImJ4icMSUm5P2n4/BkQCgE3NyZiFEdq1aqFgwcPonPnzlj755/4GBWFzUuWwMzUtKhNUx9yBAxG/uDz+RjfoQMGtmiB5YcOYdWKFVi0aBFa1KiB6Lg4PHj7FvVdXLB68GD0bNwYpsLvpRaryD5JNNTTg4+7O3y+RzsQEU6GhODLt2/o3rCh0tEpiqCpoYH/jRmDQWvXwnP8eIRGReHrd0X233//xb///ouZM2dy7TMyMjB06FCcP39e7bYwGIySRY/27TFn5Uo8fz0KADBz5mhkZmbg55+7YP78NQCAUTNmICI6GnNXrsx31ZKgoCDo6xugbt1G+bZdUbIKGWZmNrh0KVimTUTEBwDAzZtX8fLlM1Su7FIgtpRl0SI7LCeGHBYvXgwvLy8IhUKUK1cOHTp0wHM24ihzlMXpJBHfxBfHuNS4IrakZCGJwFAkJ4a5OeDikneFkpgY9djGUI5OnTph5MiRAIADJ06gcadOSEtLK2KrGCUBEwMDLOrXD5F//YXtY8dCRAQ7c3OcmzcPV5cuhf9PP/0QMBSEx+PhJy8v9PXxKRABQ8LAFi3w9/jxuPP6NSdgAICViQl2jR+PoEWL8HTjRrz94w90rl8fFy5cgL+/Pzp16oTw8PACs4vBYBRvpo0ejWeXL6OioyMA8WDe378XbtwIAgDMnbsKi6dNw+J169C6dft8/56GhYXB0bESNDUL9zm8p+ePlzy2bv1RWSwmJrpAbGAChjQsEkMOQUFB8Pf3h5eXFzIyMjB9+nT4+vriyZMn0NfXL2rzGIVEWaxOEpEgvkDGp8YXsSUlC0Wnk3z+DFhYAM7OwMGD4gSfOU0TzZbagVGIbNiwAc7Oznjw4AH+/PNPnLt8GT+1aFHUZuUfFoWhGFlK7+ZILklHDfX00L95c/TPklyzJNC7aVN0b9QIPCDHp6UfY2KgyeejgpUVl6W/atWqWLhwYSFaymAwihNO9vY4v3cvJs2fj9+2bEF6ejoCAgYiOPgN+Hw+po4ejVrVq6PdgAHo1Wsw9u//S+UcGfHx8RAKDdXsQc4kJMTj+vVLeP36OWJiPiExMQH6+kLo6OiiWbM2qF27rrgClKER/vzzMIKCzsDNraZabWDihXyYiCGH06dPS73fvn07ypUrh9u3b6Nx48ZFZBWjsCmL00k+JnwEAMSlsEgMZVA0seenT+JIDGdnID4eiIoCcsgBmGekBqNgGTNmDIgIFy5cwMVr10qHiMHIGUWEi9zaK1lJpbiimUuod2ZmJgavW4fTd+6ggpUVlg0YgMnbt+Po0aNMxGAwyjh8Ph8rfv0Vl4ODEXL/Php5/sj1FAFruDftiTVr+Pjllx6YMqUKli2bpdJ+Pn/+DENDYzVZnTMpKSlYvHga/v57K5KTpccBFSpURmzsV6xaNQ/Ozm6YO3c1EhO/oUoVV7WWR2XiRe4wEUMB4uLEAzrTXOZFp6amIjU1lXsfHy9+kp2eno709PSCNbCYIfG3pPudlCa+aCWmJSrsS0n3XSJifE36qrQPJd33/PDtm3hmXny8KFf/P33SQIUKQIUKmQC08OhRBszMSG7bp09FBWEqQwl4PB5sbGwQKafUJaMUoayAkd8+VBU8su6jCEST8C9fcPq7DRM7dMCINm2w4eRJPH78GN++fYOBgUGh26QKixcvxqFDh/Ds2TPo6uqifv36WLp0KZydnbk2KSkpmDBhAv755x+kpqaiVatW2LhxIywtLbk2x44dw8SJE8Hj8bBy5Ur8/PPPAIC3b9/CyckJFhYWeP36NYRZphDVrFkTHTp0wJw5cwrN37LEph07sPvwYZz8+28IS8j5WJrg8XjYuXYtbj98iB7t2yP7pIr27bvj+fNHWLVqHoYN64lKlSopvY+wsDDUqOGtHoNzID4+DuPHD8LJk4e4ZXZ2jggLewsAaNSoBZyd7WBjY4NFi5ahR4+WAMRJTqdOXYThw8crVd47K0y4UBwmYuSBSCTCuHHj0KBBA1TLpR7i4sWLMXfuXJnlgYGBXObassa5c+cKbV/RadHYFr4N4x3GQ4uvnnnDkTGRAIC3H97i5MmTSm1bmL6rk2fh4sf//93/D+Ujy6vUR0n1PT98+tQMgBB3777AyZOvc2z37l0zmJtH4cWLJ+Dzf8ahQ4+QmPhObtv7970KyFqGMjRo0ADbtm1DWlqaYqVLGcWD3ESF2rXVI1yoSk77zkmYkNdesqwQxQx7CwvsnTwZ76KjMcTXFzweD8sHDEC3Zcvw+fPnEiNiKDJlOCAgAP/++y/2798PIyMjjBo1Cp06dcK1a9cAiB9c+fv7Y9u2bSAiDBo0CL6+vlLXiISEBKxYsULuvSGjYLhw9Squ3ryJS9evIzwyEpHR0fAfOBAWZmZFbVqZwaVyZbhUrowIWMtdP2rUVGzcuAxbtmzB8uXLle6/adOm2Lt3P+LilsPIyFglG+Pj43D37k3ExERDINDB58/RqFnTiyurumzZLE7AsLGxg7//FAwYMBL79u3Av/8exK1b17Fv30sQiVCzZh00bNgcHh71kJaWhvnzJ+HKlfNYs2YHLCwsczODgwkXqsFEjDzw9/fHo0ePcPXq1VzbTZs2DePHj+fex8fHw87ODj4+PjArYxfP9PR0nDt3Di1btoRWASYiy8rBpwdx48kN1G5cG3aGdmrpc2rYVCAZMDQzhJ+fn0LbFIXv6mTEyxEAABsnG/g1VcxnCXn5TkTYemcr+rr3hZ5W6RL2iMQh2OXLV4Gfn3OO7VJSNOHlpYf27R1QoQIPWlrV4efnJtMuNRWIiio705iKMwMHDsTy5ctx6uJFtG/duqjNYeSGosJEUQoYuVFc7cpCt2zlax+/fw9zc3M4fk/qVxLIa8pwXFwc/vzzT+zevRvNmjUDAGzbtu3/7J13eFRl/sU/01smk94DoVfpIM2uoCioa18VUde1obvWtSy6Kq4NXVfXVde1sP5kRV3AhgqigAhKR6RDCJCQnkkyvd7fH+/cKcmkQRCQOc+TBzK3ve+dO5P7Pfec86Vfv3788MMPjB49Go/Hg0qlYsiQIYBoO+vxeGJIjDvuuIMXXniB22+/naysrF9sficyPnj9dbbs2MHAvn0ZN2UKq9at4+25c6mqqeHdl19m0plnnrAPFo82woW6Ee64/nqef/55/vKXv3Q4a/CBBx7grbfe5j//eZU77niwQ9t+9NG7vPPOK2zYsBpJilXB6vV6Nm2qxGxO5t57H2PIkJGkpKRx2mkTwve0V1wxjSuumAZAfb2VuXPfZsmSz9m9exsrVizh229/5pRTzuLOO6cyZkwPBg8eweWXR7Zp8ZwkcEhIkBitYPr06Xz22WcsX76cgoKCVtfV6XTodLpmr2s0mlaLWX/QT7G1mN7pzVutHe9oa+6dCZ8kJPyeoKfTjukOuMP/dnSfv+TcOwuBYIAqpxD/2X32Qx5/S3M/0HCAO766g6K0Ii7ofUHcbSsrRdhlSzkRxyqcTvHH0OVSodHE95QHAlBXBzk5Yp3u3aGsLP7627eDJB1a6FUCnYt+/frRq1cv/vL88+RmZzNq6NC2N0rgl8dxQAAcEaxff1TzOHYePMiAAc2J2OMJTS3D69atw+fzcXZUDk7fvn3p0qULq1atYvTo0SQnJ3P99deTm5uLQqFg5syZMbYRgKuuuorFixfz+OOP849//OOXm9AJDKVSyUn9+gHwv3//m/lffMHHixaxv6yMy37/e/78xz/yxP33H+VRnniILtYlSeKDTz9Fr9fHrZvaQkFBAePHn8WiRZ8yffoD7Q4IXbVqGXfeOZVTTjmbt956i7Fjx1JQUIDL5eLBB2fy5psvhddNSUnl0kuvbXV/KSmp3Hzz3dx88914PB7OOGMAkyePoVevfvzhD3/G4TjIs88+y6pVy5j971lcfPnvmDr11kOacwLxkWixGgeSJDF9+nTmz5/PN998Q7du3Y7YsT7e/jGDXh2Ex+9pe+UEWoQcwmn3ttEeoiP7PMFarFY5qghKIoeh0dv53Unk96a183nnnTB9eqcf+oijPcGedXWCoMnIEL/n5EBFRfx1t23r3PElcHiYMmUKG7ds4eTzz6eh8Tju3NNSb7jjHScqgSHjKM6/sr6e1NTUo3b8w0U8y3BFRQVarZaUlJSYdbOzs6mI+tJ+9NFHqampoba2lvvjFMYKhYKnn36af/3rX+zZ07LNMIEjg9zsbG6bNo2v5sxh3Zdf0iU/nxffeIMrb7mFfaWlR3t4v3rkUh7+iUbxvn0cOHiQ3NzcQ26Tes01v2fdulU89dRD7d7mp5/WYTAYWbZsEdOmTaN3794YjUa+//573njjRR544K+H3PVEp9Pxw8fzuPXaa9iwYTUzZtxJv379ePGxxzh97Fi27d7No4/exX13XEpdXS3ffbcE685lOJxOlq5cyco1a3C73Yd07BMZCSVGHNx+++3MmTOHjz/+GLPZHP6jZbFYMBgMnXqsGmcNnoCHRk8jmerMTt33iQS5MO5MEkNusXqidCcpt4s/NFmmrCPSncThExW+J9AyYVdWBscbSe3zgc8nngTY7S0/EaipEf9Gkxghe3UzbNsG6elQW9uZI03gUPHoo4/yxuuv02i3M2rSJFZ8/HHCY30s4EQnL6LRHkVGR7M4gM/XrMHmcnFlnM5stY2NrN61i9+FLBfHI9prGW4JFoul1eUTJ05k/PjxzJgxgzlz5hzSMRI4fAwbNIirf/Mbnnr5ZeZ+8gkr165l67JlJHXQypDA4aN7166MHzWKsupq6urqWm2a0BKmTr2APXtm8fjj9zJx4oUMHz66zW127NhCQUHXZsqNf/7zn+Tm5nP77Yem0AmTNJmZZETN5brrrotZT6lUMunMMzllfE+s9fXN9pORlsaY4cP5+xNPUFRYeMgtaE8kJJQYcfDqq6/S0NDA6aefTm5ubvhn7ty5nX4sWUFg8ybS7w8Hh6PEcDrFU/J4+7ToLOF9/9ohdybpm9GXRk/nP212eAWJIZND8VBXB8cbGR2tvrC3cvnFIzFaU2L0aTla47jCK6+8QlFREXq9npNPPpnVq1eHl+3YsYNx48ZRUFDAzJkzj+IoW4fZbObgxo18NWcOO4uLmdeBoN+ftm5l6p13MvXOO/lp69YOH1uSJN6ZO5fLb76Z+594AltrF1kLsNnt3P/EE1x+8828s2RJMy9we/DT3r1M/dvfmPq3v/HT3r0d3l6SJN5ZsoTLn3mG+99+m8a2+hHHgc3p5P6nn+byBx7gnTffPLR5VFQwdd48ps6bx08tfQBbgSRJvLNhA5d/8AH3L1qEzdNxFaXN4+Gvy5fzxy++4D8bNx7yPO5ftIhp8+dH5rF+fes/Lc3j6aexrVoVl+T4fts2/tnC9X7Hv/4FksRdd93V4fEfC5Atw99++22MZTgnJwev10t9k0KjsrKSnEPwOj799NPMnTuXDRs2HO6Qj3l0+vfV3LmH9vmI873bvUuX8PKK6mqqW3lK0NnzcDhPjIdh7YFCoeD//vEPGuvrGTZsGLNnzyYQCHR4P4888ke6dOnGM888jNfrbXE9u93Gv//9EvPnv8cFF1zWbHllZSVJScmHRBo0VZncccMNrP/qK/b++CP127dzcMMGti5bRuVPP+E/cICpl13GNb/5DQB9e/Zkzpw5FBcXs2bNGn4zaRKfLl5M99GjGXLOOdTGK0wSiEFCiREHh/KFeag4EgqCExHyeZSf9ncEf/oTLF8OmzZFXgsEA3gDXvLN+SeOEsNWjgIFvdJ6sbFiY6fvX35v2iIxOlnsdMQh39vo9X6czpZ5YZnEyAwJrnJyBAFit0PTUP+tW2HkSFi58ggM+BfE3Llzufvuu3nttdc4+eSTefHFF5k4cSI7duwgKyuL6dOnc8011zBq1ChuueUWzjzzTMaOHXu0hx0XJqMRn98PgKadEtjSgwcZd+GFuELM3IIvv2Tr0qUU5OW1+7izP/iA6++6K9yubfP27Xzx3nsdGvuN99zD/z7/HIAPg8IyNu2ss9q9fWlNDeMeeABXqGBf8MMPbH3lFQpkRq4dmP3NN1z/97+jUCg4dcAArnjuOb5oq81kk6L6snffZXFxsZhHqDCZ1oGMktKGBsa99RauUBvkBdu3s/X22ylo42l6zDw2buT6jz9GGbrh3VxVxRfXXNPu7QEu++CD8DwkSUKlUHD14MHt3j56HrlJSexvaOA/F1/cOfNoouj469SpcbeXJIn/Ll8OQGFh54Rp/1KQJIk77riD+fPns3Tp0maW4eHDh6PRaFiyZAmXXHIJIAjX/fv3M2ZMx1s7jho1it/85jc88MADnTL+Yxmd8X112e9/z+LQtfXhp58CMO2KK9q9fUvfu6eNGUNOVhbDTjqJvz/+ON2iSI2meP/jj7n38cexhvJSDmUe5qQknp0xo0PbnCjoWlDAyk8+4cGnnmLatGn85z//4bPPPuuQ2l2lUvH22/9mwoQJ9O2bwsiR47j//idISjKzatUySkp2s27dD2zatAa/3891193GzJl/Cm/v9/u5++672bhxY7sCQtsK4ayqqeH1d9/F4/XSo2tXJpx2Gvm5ueRmZyNJEhffcAMNNht9evQAYPvu3RQVFVFUVERFRQW3T5tGemoqT738Mj9t3cqQc85h3VdfsWL1apb/8AMWs5miwkKuueSS4y5z70ghQWIcZcgFss2TUGIcDtqjxHjwQZgwAc44I/b1xYthxw5hZcgPdRWVC+00Qxo1zpojMuZjDeX2crJMWaQZ0mjwHAE7SRtKDEkSJEY8lb4kQUMDNLEoH1F4vXD55XDzzXDeeS2vJz9QTklxY7e3nHpeXQ1KZWQO8gO9igqIbpUeCMDOndDBuuiYxAsvvMBNN93E9ddfD8Brr73G559/zltvvcUDDzyA1Wpl+PDhDBo0iLy8vGZPPo8lzP34Y6667TbGjxrFZZMnt2ubVevWYY9SHNjsdlatW8dlHSAxFn7zDUqlkmCIfPhq6VICgQAqVfwA2aYIBAJ8tXRpeHulUsnCtWs7RGKs2r4duyuiSLO5XKzavp3LmnSqaHUea9eiUakY1bs3y37+GYVC0fo8mhAYgWCQcrudMQUFqJRKlMCmDiopVpWWYo96YmfzellVWsplHSj+v9u/n9O6dsXl96NSKHB4vQSCQVTK9glbA8Egi/bsQX5UolQo+HjHjg6RGNHzKLXZKLXZ+LG0tEMkxsJdu8g2meibkcGGigq+2r07Mo92WFOin5xardZDkoQfLbRlGbZYLNx4443cfffdpKWlkZyczB133MGYMWMYPbpt2Xo8PPnkkwwYMOCQMwB+SdgdDq6+/XY+WbSIFQsWMG7UqHZv2xnfV6ecfDJfLV0KhL6vvvmmQyRGi9+7kydTtn49CoWizafu87/4An8gwNgRI1izcWOH55FA2+jdowf/+/e/WfLdd1xw3XXk5+VxweTJDB8+nClTprQrj/DMM89k06ZNzJ37BfPnz2HKlLFIkoRaraagoCuDBo3gkkuu4fTTJzJmTI+YbSsqKnj55ZcBOP/8S1s8Rns7iDz01FO8+d//xrz2z6ee4tbrrqO+oYGPv/oKgKVRT6euvvJKBgwaxGeffRZ3n2qVikt+97uY12rq6rjvttvaNaZfOxJ2kqOMIxFIeSKiPYqWN94QhEU0qqoEgQGwZEnU/kLvS5oh7YSyk+Sac7HoLEfGTtKGEsPhEPkS8ewkn34KRUVieUfx9x/+zoNfd6wNF8CTT8LHH8OyZa2vJysxLBYvDkfrmRhpaSDfA0WTGNHYu1e0WO19nDcs8nq9rFu3LibhX6lUcvbZZ7Nq1SoAHn/8cc4++2yMRiNKpZKJEycereG2ioqKCq6ZPh1Jkli1bl34CV9bKIrzhDrea63uI0rmrlQqKcjN7dCNtEqlwmwyoYtq/dgtu32968NjiLN+vNdaQ/ecHAZ27cr327aJeaSnt5vAAFApldS5XKwqLWX5vn0s378fbQcLwqI4LGi811pDmsHAd/v2sbqsjB9LSympqkK1fj2sXSt+2oBKqeSMbt3onxnJwOrWwWDMeGPu0sF5FKWkUO10smzfPgAm9+kTJmJqHA5eff11fg4ti4dtUcGIrUm5j0W0xzL8t7/9jQsuuIBLLrmEU089lZycHObNm3fIx+zduzc33HDDMR/eZ3c4mHTNNXyyaBFATMvY9qAzvq8e/sMfkA4eRDp4kEBpKR+8/nrHxtDK965SqWyXbaCooACb3c6K1avx+f0MHTgwQWAcIZx1yims+/JLbrvuOn5at467776b0aNH8/7777dLGT9gwAAef/xefvjhO5577jk+++wzbDYbe/fu5uOP3+fBB29rRmBAJM9mypQrGDQoPmnbkRaot113Hf169Yp57YtvvgEgNSWFpf/7Hxedey4P3XknD0yfzsw//YkGm43PPvuMc049lb899hjrv/qK2i1b+OiNN1g2bx5pqamcOX486ampFOblMbBvX6ZMmNDuMf3akSAxjjLk4juRiXF4aA8Z1Ngo8i+i8d134t+CgiYkhi9CYviDfnyBQ6iej0GUlcF//wv/+ldzq0K5vZw8cx7JuuQjE+zZhhJDtv/Fu8crLhZKDKu148f9/sD3LCpe1KFtNmyAv/5V/L+6uvV15Qc+qanuVruT1NRE8jCgZRJD7kzSt2/7x3ssoqamhkAgQHaTYjc64X/SpElUV1dz8OBB5s+ff0zeJH711VcMHjwYf+jJcyAQoGjUKN6cM6fNG6yRQ4Yw65FH0Gq1aLVaZj3yCCOHDOnQ8WfcdRcTTjsNhUJBfk4O8958s8NzmP/WW5xz2mkolUomnHYaM555pkPbj+zVi1nXX49WrUarVjPr+usZ2eRmrS08fNll5KaminmkpTHvwY4Ti/OuuIJ8sxmlQsGEHj2YESdssjWMzM9n1oQJaFUqtCoVsyZMYKQsv2snHjntNCZkZqIA8vV65jXt+NIOMuPps8/G5vFwSpcuR20eM047jQk9eqAALDpdzBgeX7aM2z7/nGf+978Wt69uiPyNyM3NZW07CJxjBZIkxf2ZNm1aeB29Xs8rr7xCXV0dDoeDefPmtTsPo6ioCEmSGNLks/76668jSRJ/actGdRTxnw8/5McNG47q99Xh4kh8777+7LNHZrAJANC/d29m/ulPbPz6ayo2bWLM0KFcddVVDB8+nDfffBNnOzJFTCYT99xzD+effz56vb7N9W02UXedffb5cZd3hMAAER676euv+ebDD/nknXeo2rw55vo/bcwY5r/1Fk8+8ABPPfQQD//hD6z85BMemD6d9199lT/edBNDTzqJtNRULjn/fLp37QrAkg8+oGbLFvavXcvmb76h0W6ny4gRqAoKOO/qq2NURycajn1d268cCSVG50C25ciFclN4POIpvtMpzrVaqUav1rN8OXTvDhdfDO+/L2wLCkWk0E43CG+Dy+9Cozp+PGiXfnApd4+5m7GFsfkC994r5gnQvz9s2RJZVm4rZ1D2ICx6C56AB4/fg07dea1C2lJitEZiyOSF1QpZWR07rifgoc7VvoAkh0OoPv7yFxgwALKzI1kWrW0DkJLiobW8w5qaSB6GWB+02uYkxpdfQmoq5Oa2a8jHPXQ6HZnRJ+YYwjvvvBO2wkTD5Xbzu3vv5YNPP2VAnz7079WLaVdcEVcqfs8tt3DX738PEPaJdwTmpCS+eO+9w5IyjxwyhE9D4WnhfYwY0S7lgIx7Lr6Yuy68EDjEeRiNfP7oo4c3j/x89t99d4fsG01xz9ix3BWyBBzSPHQ6vjj5ZAKhLIsWsXZtiy1tj5l5XHNN3DGM79KFr/bs4fYezZ9eytBHPaFPTk6me/fuHR5DAscebps2jVtCOShH6/uqM3AsfO8mcGjITE9nwdtv882KFTz/+uvcdNNN3H777QwcOJCrr76am2++GaOxuXU3GAy2yyokY/v27QAUFhZ12tg1Gg1njBvX7vX79OjBUw+1v00siL/n+9euTVybJJQYRx3h7iSJTIzDQltkUIhwxemEi+dezENLxJfG8uVw6qlw1llCpbBzZ+z+0gzC5ysrM44HuP1u/rftf/xY+mOzZeXlIufhz3+OnJPwMns5uUm5JOtEn+zOtpTIRFNbJEa8sP9oEqOj8PjbR2LU1AhC66qrBMHw3nuQl9e2EiNiJ/G0qsSoro5VYigUzTuU/PgjvPoqPPywWH48IyMjA5VKRWVlZczrh5rw/0vj4MGD3HvvvWSFWDONWs3vrrqKoQMHkpaSQlFhISqViv/73/+46b772LhlCz6fj+raWg42YaaUSuUh3UhHozNuVprto4UiuyUcM/M4zDF0yjza8wFtiSQKqTWOiXnE2f7ygQPZcccdjC4sbGbtCQaDrNy2jSWhJOza996joaHhuMrESKB1HCuf88PFr2UeJyrOHD+ez999lz2rVvHsww/Tq6CA+++/n66FhUydOpW5c+fS0NDA559/zhlnnIHRaCQrK4drr72ZPXv2tLrv0tJSzgrlQm3f/jPz5s1h8+YNvPPOP3n44Tt49dm7eOTZZ1mzceMvMNNDQ+LaTCgxjjoSdpLOQTgTw9c2ibGrdhd6tZ76etGR5M474ZRTQK0WlpI+fWLtJMBxlYtR7RBVd7wx19bCSSeByRRrrQlKQSrsFeSZ87DohE+w0dNIpqnznpAfjp3ksEiMgIdGTyO+gK9VNc2yZSIjZcMGkJWnGRmwYkXr+5eJC5nECAZFgGdT1NRA00YK0SSG1ws33STy9P7wh+bWp+MNWq2W4cOHs2TJEi666CJAFEBLlixh+vTpR3dw7cAZZ5xBbagFX0FBAaMGDeKN559vtt6Tf/87f37mGaZMm0Z5FGEzYvBg7rv1Vi6fMuUXG/MhoYOKjAROQEQFfW4oLmbcn0TC/10XXkia2Xw0R5ZAAgn8ytGtSxfu/N3vuPN3v+Ov+/fzz3fe4evvvuPdd98NrzN8+GgeeuhpKioOsmDBHD766D+88847XNFCIOyuXbvC/3/wwdiQzKysLDweD1IwyBMvvsjvfvtbHrv3XvKOg4cvJxoSJMZRxtG2k7h8LtRK9VG1Snj8Hv7w5R948swnSTfGaU3RDrR1HhtDogKnU6LKUUWFvYLvvxf2kVNOES0uR4+Gb76B225rrsQ4ntqsVjsFiRFvzLW1ovuH0RhbJNc4a/AH/eSaI0qMzu5Q0padRG7ZHgiA3y9IJRmHq8QAqHfXt0rKrFwJXbtGCAwQ9o+27CR2O2i1EiaTD0lS4HIJkqgpmmZiQCyJ8eqrorXqmjWxcz+ecffdd3PdddcxYsQIRo0axYsvvojD4Yhr0TiWsGfPHnaGZFkKhYLS0lKsVit2s5mkqH64NpuND7/8EoVCQUVVFTfeeCMNDQ2kpqaydu1arrjlFu5+7DFGDBrES088QZeCAiRJwufzdTgw74giQWR0DB1UsHT69kcDISJjaJRt5PkbbjiKA0oggQRONHTr0oXnHnkEgJ179vD5ml307z+Ik04aFraR3HPPo9x//81cddVVOBwObojzPXXGGWewZcsW1qzZw0knDSM93U9VVRVdunQJ53gFAgHemDWL2x58kA8/+4wd331H9jFqfT1RkbCTHGWElRhHyU5y/pzzeWzZY0fl2DJ21u7k9XWvs6p01SHvo63uJLISw+YI4vK7qLRX8t13IndAtv2edlok7LKZEuM4spPISoymJIYkRUgMkwlcLqEaAJGHAZCblItFH1FidCbam4kBzdUYMnlR18QV4vXC2LHQmuLPGxDJ+W1ZSlauFPuKRmYm1Ne33hXF4RAkmMEQCP8eD03tJBBLYixaBOec01ytcTzjiiuuYNasWTzyyCMMGTKEjRs38uWXXzYL+zxWsH79es477zx6RYVWyuGdDocj3IWhqqqKOXPmcMYZZ7Bp0yYkSeKhhx7i3//+Nx9++CH/+te/WLduHfPmzcNssfDxV1/RddQozrj0Uq669Vb6nXbaUZlfqziWCus22nsmcJSwfj1KpZI3Qkoq5YUXsiOqS0kCCSSQwC+F3j16cOWV1zNo0PCYHAyj0cRLL/2Ha6+9mRtvvJGnnnoq3PI3Gv379+e66yYzbFg+Xbt2ZeTIkTH3JiqVilv+9Cf++dRTNDQ20tDYuffECRw+EiTGUUZYQdCCDeJIY0v1lnABe7RgdYsKtcpRdcj7kM9jS8GeMonRaPcDUOmoZNs2iaFDI9kDWVmiYI3e3y9pJ/nv5v+yp24Pv/89/POfh76flpQYDoco+mUlBggiA0R7VSDcnQTo9A4lrdlJPtjyAZtLysK/t0RiNFViHDwIq1aJbBMZJSUR5Q0IOwm0TmK4XLBuHTTNY5JJh9bUGA6HIIV0OnFt2eN8lG02sV5TNaJMYkiSOP6xVEd2FqZPn86+ffvweDz8+OOPnHzyyUd7SHEhSRLDhw/nyy+/DBMX5557LgcPHiQtLQ2lUsnMmTO5/PLLGTt2LFdffTXr1q0Lb5/fpDuEQqHg4osvZtu2bdTX1/PIXXexdOVK5n7yCcX79vHBJ5/8ovNrF46lCzBBZBybWL+eq6NIuNtee+0oDiaBBBI4kdFSBxGlUslTT/2TP/5xBg899BCjR4/mjjvu4OWXX6a6raCzJpDJC72u84LuE+gcJEiMowy50DwaSgxvwEuVoypc5EVj1YFV/GXpX36RcVhdojKVFQTxsGED/Pxzy/toS4khF7V2h3ha7g14qW/0k5wcWcdojKgT5P3J9pZfwk5y6+e3MnvTbJYtiy3KO4qWlBiyiiGaxJAtJbUu4eXIMGbEZGJ0JlpTYjy69FHW7Nkd/r29JIb8t6i4OPLahAkiGFOGbCdpjcRYt06oLeIpMaB1EsNuF+ezNSVGWYifKSiIfT0nByorxfLKShg+vOXjJHBkoVAo2Lx5M//973+ZNWsW27Zt44svviA3N5e77rqLYDDI3/72Nz788MOY0LDrrruOBQsWcMstt7S4b4vFwmMvvMAdN9zAn26/HYArbrkl7tOho44EkZFAGzBs2cJvQ0TGd1u3HuXRJJBAAicycimPS2YoFAruv/9xPvhgCcnJmSxZsox77rmHXr16c+65F/HeK69Qsno1Tz/0EJu+/rrF/X+yaBEXnXsuXZrewCVw1PErcV4fv2ir+G4Ne617cfgcDMwaeEjHlhUYstw+GvO2zWPWqlncNOwm8pM71n++o5CVGLKCIB7uvlsUip9/Hn95u7uTRBWY1kY/vXtGskDkHAOnM1Jop+pTxf6PsJ3EH/TT4GnA6rJiszVvu9kRyOexqXpEzpxIS4soThwOUajLhb5OrUOpUKJVadtNYiwtWcqnOz5lcPZgAr5Ai+u1psQot5VjbNRjMAgiqWmHkpZIjKqQeEcmMVwu2L07trNHe5QY338vLCEnnRT7ukxitEbcCzuJhF7fshJDJjGaPKwnJ0fkfyxaJH5PkBhHFwMHDmTgwObfpw8//DBarZZ9+/YxceJELgy1Gn3iiSd4+OGH293S7aU33yRYVsYzr7wCwNP/+AcP3nEHO/fsYcmKFYwYPJiRQ4a0e39HDMdSRoZMZDTpkpHA0cUb48YxZ9kyfH4/P/30E4MGDTraQ0oggQROYEQTGeVEetSPH38m48efCUB1dSWvvPIMmzat5ZqogPEHn3oKh8MRt3VrWUUFp4baWSdwbCFBYhxlhFusHkJ3kgeXPEiFvYKl05Ye0rHLbKKyiqfEqHCIKnrB9gXcPur2Q9p/exFWYrRCYpSVQWvdhFw+F0aNsU0Sw+WKFAeNtiBRGX1hEsPhEO+LTqXDpBUvHmk7iXwO6tx1NDYeJonRghJDJjGMyS58PoNYJ7SKJ+BBo9SgVAhxlkVnaXew52trX+OjrR8R2HMq5v0Xc82F8ddrSYnh9Dlp8DSgaNSTlwd79sQqMaJJjaaZGE2VGHv2CGvGzp1QWiqUDzJBI6tN4mHlSjj55OaBmrKdpDUSw25v204ikxh5ebGvy/aSzz8XhEmC6D82IZ7o3A8Qo5649957O0w4KKOYrIeffpqHn346ZvmooUN57N57Gdy/P5IkxSSiu1wu1Go1Gs0vEMR8LBEZIMiMBJFxzMCo1bLpllsY/NprDB48mLfeeuuYD+xNIIEETgzIhEY0mQGQmZnNX/7yAgAlJXuo2bmCKdOmAfDxxx9z1VVXNdtXMBikqq2E944g9Hc1GAzy1EcfUWMw8Oc//IH0tDQcTiemOERKAvGRsJMcZTRVYkiSxHs/vYc/6G9z25L6ksPqIFHWKCqreEqMSrtoFTh/+/xD3v+i4kXM2zavzfXak4lRXg5790aCKJvC5XeRacwMF8pNIZMYHrcKvVoPRLIMZMSQGD4XerUegzpU7B9hO4msEqh1WHE4OkeJ0RKJ8fAPtzSzk7j9bnTqiN8vWZfcbiVGjbOGS/pfwjjPk9iW3RZWeTRFS0oMWRHksZnCRX40iSGrL1JTW1diSBJEdc3im2/Ev20pMSRJkBhN8zAAkpNBo2k7E6OtYM/SUqGAMRhiX5fr08WLRY12tB/AJ9A2fD4fI0eOZMaMGej1+kPaR/eoDg8Ar732Gnv37uWzzz7DB5x39dXkDR1KwfDhnHfDDYy95BJ6jB+PsUcP9N26MeS88/h49epwdscRw7FkLYGEveQYw6CcHGZNmADAnXfeSXn50c3X6giWL1/O5MmTycvLQ6FQsGDBgpjlkiTxyCOPkJubi8Fg4Oyzz45pywiwatUqhgwZQlFREW+++WbMMoVCgV6vZ9++fTGvX3TRRUwLFU0JJJDAkUVLmRkARUU9mDxhAs49e7hs8mR++9vf8sEHH8Ssc+DAAQ4cPMjg/v07Z0AhAqPSauXK557jz//3f7z4xhv84ZFHuO3BB7H06cOO3bvb2EkCMhIkxlGGy+/CrDWHMzF+rvqZa+Zfww+lP7S57f6G/S0GWbYHYSWGP44Sw15Bsi6ZpSVLqXW2/AS7Nby0+iVe/OHFNteTi8uWMjHsdvHj8cQv7iVJwu13k2nKxO61x72xlzMxvG41RZZu6NV6XA5lq0oMg8aASqlCq9Ietp0kKAXZUbOjxeXyOaipF9V7Q0PzXIj2oiUSo6ZGAqWPKv/uMIkhF9wevwedKkJiWPSWdgd71jhryDBkoPSZQVKxbFn89VpSYsihoj6HuVUSo0ePljMxXC6RKbFzJ1gsMHgwLFkSmRu0TGLs3i1IiqZ5GCBIhczMtu0kRmPbSox4Kgs5CNtmS1hJjhfodDpWr17N448/fsj7KA5Jhx599FH8fj8333wzRUVFnH/++axbt441a9bw/vvvM3PmTPx+P126dOE3v/kNb775Jv/85z9JT0/noosuYtyll/L96tWdNbX4ONaIjASOKdwzdiwrb7wRM3DOOefQ0NC5gdBHCg6Hg8GDB/NKyNrVFM8++ywvvfQSr732Gj/++CMmk4mJEyfijvrjdOONNzJjxgzmzJnDU089xYEDB2L2oVAoeCTUDjKBBBI4OmiNyChHkJRzX3uNyydP5pprruH//vGP8PK1IdJh5JAhhzUGv9/PyjVr+PsnnzBr/nz63nYbC378Mbw81ePh1dmzCQQCnHfNNVx8ww3sKi4WpEf0TwIxSNhJjjBu+uwmhhYNZcZpM5otCwQDeANeCpMLw4qKSodQQLTUhlKGN+Clwl5Brjm31fVaQ2tKjAp7BdecdA2vrn2Vz3Z+xnVDruvw/vc37I95ut8S2srEiH64s3dvc0m+fK4yjZkEpSBuvxuDJvaRt6zEQFKSqSvAZXJS6lTHVWI4nUKJIaswDGrDYdtJFmxfwBUfXUHVvVWkGlKbLZetDrX1kfeishK6du34sVqyk+wqqwODH4fPHjNXEGqFZkoMb/uVGBnGDKSQRWXxNwEuvbS53N3hdWBQG1okMfyO5FZJjO7dRXZFNKqqBGnR0CDUGDt3giZzL4VDvHyzpA+S1LYSo6RE/NunT/z5ZWS0bSfJzvWxy7sZpfICHI7mcoqysuZ5GCDIj+RkQbIlSIwTBy+88AK9evXiggsuaLZMoVAwYsQIRoTIg4ceeqjZOjfffDOLFi3ioYceYvxFF/HYvfdy9803YzQYUCoP/dlEIBBAFc+31wFrSYv7aCdku06L82iHrSQQDKKKt308JUcL+2pxH+1Em/NoBw53DJ2xj/bMY0xhId9cdx3DXn+dyy+/nP/9738kRT8hOAZx3nnncd5558VdJkkSL774In/+85/D+Tf/+c9/yM7OZsGCBVx55ZWAIEKGDRtGVlYWqamp2GyxtuDp06fzwgsvcN9998XN2jlaONzPaGft41hAMBg8rM9oAscHmhIZss1Efl2hUPB///gHvceP59o77mDAuHEMHTo0rC5LsVgO+dgLlyzh2jvvpC7qKdzUqVP5y1/+ElZl/uPzz1Gr1VxzzTUEg0FWrFjB6PPO47unnqJvQQF1djv1djvdV69GqVQiDR/Ojt27qauvx+5w4PX52Lt/P+akJFasXs2ks87i7NTmtcavDYlP7hHGuvJ1bKzcGHeZXMxlmbLCdpIap9Ctx1NHROOg7SASUucoMZpkYviDfmqcNQzNHcrogtGHZCmRJIlSW2m7LAnR3UniqSiiSYzoLhQyZIIhwygCDOLlYkTfW6SpC8g25BPwadpUYgAYNIbDtpNsqdqCP+gPF+xNIRfY1oaIjehQLSXVzmrUSnUz9cjWfZVgqMXhdTSzkzRTYujap8SQJClMYgS94nx9+238rxWHz0G6Mb25ncReDl4D+A2tkhj5XTxxMzFGjRL/37sXft7mpsawElX3ZZSWwvYdAYKSuAlvicSI7toSD+1RYhxwb+fRPY+QlNSyEiMeiQERS0mCxDhxcNddd8UlMDqCCRMmsHr1av7yl7/wl+efp+vIkST37s3zh9Dy0ma3c+5vf4umSxcKhw9nzcaNHd7Hml27KLj+ejS/+Q3nPvoodmfHvzOfnz8fw6WXYrj0Up6f38rfnRZsJTa3m8lz5qB5/HEKX3iBNXIYzbBhLVtR5GWhnzVlZRQ8/zzqxx/n5k8+wd40ZbgdmPX99xiefBLDk0/y/MqVHd7e5vFw7rvvNp9HByDPQ/P445z77rtHfB59MzOZf+WVfP/tt9x+++1H3up0BLF3714qKio4++yzw69ZLBZOPvlkVq1aFX7tkUceoV+/flgsFkaPHk3/JpLzcePGccEFF/DAAw/8YmNvDQ6n8/A/5xs3UjB8OKdcdBHn/va32OP5J48DrNm4kSf//nfUhYXH9TwSODTE62ii0Wi4N9RlbP/GjQSDQa699lpys7N57PnnO/ydtmzVKrbt2sWUadMYM3w4H3zwAeXl5TidTmbPnk23bt0YG5IAP/XUU9hsNt5++21mz57NmjVrcHi9DJg+HdVFF5F5zTX0uuUWLnzySdbu2sVfX3qJfqedxrgLL2Tib3/L5Ouu484ZM7j+rrt487//5Y4//7lzTtQxjgSJcYRRbi9v0Y4hF99Zpizcfjf+oD/8FD2aWBjz5hg+2vpRzLb7G/YDtJgB0R60ZCepdlQjIZGTlMOFfS7kqz1fEQi23HUiHhwBB3avvX0khtsaVjvEm49MYphMolBtCplgyDJlAfFJjMZGkFs8pyjzSdd0AWiRxHD73WElhlFjPGw7yW6r8LjJSpumkAvshsZI6Ed7SIymX6q+gI96dz0FyQXNiJe9BxvBWIvD52huJ4mnxGjHe+fwOfAEPILE8OhB6WXXdm2zsfuDfrwBL+mG5iTGQdtBcKUBkJMj5h99vy2TGK/tua9Z55KqKujWTRANxcWwbUcA0neS1ncLajUs+lpct0aNsVUSQ62OvRaikZnZdotVl6KGAAEMxmBcEqO0tHUSIz0dunRp+RgJJBAPSqWSRx99lM2bN2NJTcViNvPQ0093uDh54m9/Y/Hy5UiSxMHKSi753e+ar9SGreTiv/6VCqsVSZJYvGkTM5t4i9vC6p07+WT1arx+P16/n3vffps1TTII2sITy5ezcNcuJOCgzcYlc+d2OEfj4nnzqAh9iP+9YQP/6KBdZ21ZGfctXow3EMAbCHDvokUdJiGeWLaMxcXFsfPoIC5+/30q7HYkYHFxMU90sG/36tLSDs9jYs+evHTeefznP/85romMitAfsGzZ7xdCdnZ2eBkIO0ltbS3V1dW8/PLLcff11FNP8eWXX/Ldd98duQG3E489/3zbn/M2cPGNN1JRVSWuq+XLeeJvfzvscXkOgWA7XFx84408OmuW+L7qpHkkcPxjYN++AFx0ww2oVCpcLhfPPPcccz/5hLv/8pe4bdGrampoaGx+v3zamDFs2LyZQCDAO//9L5dddhk5OTkYQuFoq1evZmWIHN66dWtMxlZaWhpLlizhX//6F6+//jrz5s3jP//5D9/v3s3Ie+7hz888w+jRo9m8eTNbtmxpduwThZRLkBhHGL6Ar8WuCPGKb9lSEW3xWF++ns93xfYWPdAgvJf+oJ9FX/t46qmOj60lO0mFPfQH3JRNr/ReuP1u6t31Hdp3tU/Mo8HT0OaNjNVlpVd6L7FdnFyM8nIRiDhwYAtKjBDBkGkU/TDjESE2WyR/wKLMJU0pKsYWgz39rnAAaHvsJM+seIY31r3R4vI9dXuAyLltinCB7YlU0m2RGOsOriP1mVT2HGhk6FCxvnytdbF0aUZiVFR5URjrsHvtaLWi20u0EkOeL7S/O4msHMowZuDzaKGruFH+9lv4+GPR8cPtjlzraYa0+EqMEIlhyRTrNVViqHVeXPq94d/rXHUMeW0IFVV+srKE1WTjRrDVmSBtF0FtAyNHinEA5CbltkpipKW1HKrZlp3E4QCnQpBTBmOgWbCnzyesQS11HunXD04/PRHqmcChY8CAAXz99df4JYnkpCRWdtA7W1JaGv5/MBiktLycQKD9xHUgEOBgXR2BqBu84sr4hG1L2FdVxfItWxjVq1dkXK3tIw45URKVKhyUJEpttkObR9TfrHUH46vnWsLe+npObeIDLGkp7bgFNJtHY2PMuW0LgWCQgzZbzDz2Ng0UagP74mRbtGceNwwbxiuTJvHqq68e10RGe2EymUhtRbbdv39/pk6dekyoMTrlc15REbPN3iY5IIeCX/oaiTePkk6YRwLHP045+eSwGgOgX4jUeOWVV1i4ZAl3/vnP4et1T0kJf5o5k+xBg0jp2xdNly488uyzOEM31ruKi7lzxgxysrLIkFvdRaEy9PctOzubTZs2NVs+btw4brrpJn7/+99z8cUXc+2113LgwAFWr17NqlWrWLlyJQMHDqR///6sXbuWK664gi6hG80TxSJ1YszyKKNFJUaT4tvmsTWzk0iShDfgZd3BdTHbykoMgPkLgkTl0IS3aw2SJFFmK8OoMTazk8hqgZykHNINQmMvj6u9qPGK9f1Bf5v5Hla3ld7pvYH4uRjl5ZCbKwrVeEoMmWDINInz2JKdJCdHnJMkZRYWpfAtRD99j1YnuHwds5P8b9v/mLe95U4su+tCSgx7/Jvy8DXiNQOg1bZNYqwvX0+Dp4FV621s3CgCKmUSqKula8yY61x12Bu0ZGWoQxYkCaOxSSZGyE7i87VfiRFDYrg1kFpMl56NPP88XHYZrF4t3j/Z9pRuTCcgBWK67xy0HcQYKAQgKU34fpqSGEpDA+it4d+LrcVsqthEdZWCzExxbSz+OnSTn74Tt9/N+PGw5kfh2c01t05ipKa1/HmJZyf5cveXvL72dUBcLzZJvK86g7+ZEqOiQnRAaarEWLxnMevL1/OPf8CcOS0ePoEE2oXu3buzbt06snNzue+JJ7j1gQfw+Xzt2nbSmWeGveFKpZKJp5/eIb+7SqViwpAh4e2DwSCTOhgIOqZvX8wGA1sOHGBU796YDQbGhG4gW0QTImNSr14EJQmlQiHmMXTo4c1Dkji/d++OzaOggA3l5YwvLCTdYMCs1TKmg72TL+7Xj8LkZDEPhYKJPXt2KNdCpVQyoUeP8PZBSWJSFDnU3nmYtVpUCgUqhaJD87ht1ChePPdcXn31Vb5vGmR0HCAn5PGrbEKiVVZWhpd1BI899hjr169v1gHll8YHr79OoLQU6eBBpIMHCZaVdfzzcdppKJVKFAgiZNKZZx72uA61y9OhInoecrH3VJzsoQROPCiVSp575BE2LFrEd/Pnc+a4cUydOpVeaWnccNVVvPLOOyjz85l0zTX0Hj+eV95+m4LcXIwGAwP79GHWa69xxqWX8vq77zL+oouwJCfz5J/+FPdYkyZNok+fPlRWVnLRRRe1a3wmk4mRI0cyevTomPbuw4cP5/3336dk/35uuvpqGhoa2BFFWv5akQj2/AVQ66pFkqSYCw5i7SQQq8SQiQVZJbGlegtOnxOjRlTaBxojrHFdvZ/GxogV4Pv933PR3ItYfO1ihuQMiTsmq9uK2+9mYNbAZsWdrBbIMmWFC9mW1CQtQVZiADR6GpsFbcqQJAmry0qfdJGq2JISw67dza5gMZV7JzRbLpNBbWVi9OjtBXSYyCRAyGZgCiJzeUol6PUhEsPoirWTtKHEkM9nPNg8tjAx1KKdxF1HmiGNOo8gMbp3b5vEkK+BsnIxF5cLvM4IieEL+vAH/aiValYeWAmuPvQqCFKJ6OZiNBqa2Um2bRPZDPe8n9dmJsa338LGGkFGZBgz8LrUkOKgz4gyFr+fzMCB8PPPgnRItoRIjBAp5va7SdIKBqncVk6eejK7Aa25AY0mN4bEqKuT8GurwWAN/Q4+gx28JrweVViJYWsU7+OIk1Jw+92MHQvPPaeChgLyzHl8v/97AsEAKmXsTdueg1Z2OrezpNjJWd3PajZP2U4iSRG1xNsb3+bH0h+5adjNOBygCgpVk87ga0ZiyArspiTGA0seoFdaL96/9P1Wz3MCCbQXBQUFrFixgpdeeolHH32Udz74gBtuuAGzQkFdfT1FhYVcdO659G9SmF93+eUALPzmG7oVFjLjrrviH6CVgM+PHniAJ+bOZW9lJZNGjOC6DhY3BRkZrHj6aWYtWACSxJt33EFBnKdXzRBFZFw3dCgUFbFw7Vq6ZWcz44orOjQGiDOPlJQObV9gsbDihhuYtXIlfTIy+MPo0RR0MBTuyoED8fj9LN6zh74ZGdw1ZkyHtgf46PLLeWL5cvZarUzq1YvrOpiuHz0PgHvHju3QPG4bOZJXVq/mlquvZv2uXWi12g4d/2iiW7du5OTksGTJEoaEzltjYyM//vgjt956a4f3V1hYyPTp03nooYfo0aNHJ4/2l8W8f/+bx154AbfHw++vuSb83XG84aM33uD9BQtYtHw5Tz/0EN0PJUU9gV8thoSCeLvk5/PRZ58x4aqrGDdyJBedey479uyhobGRG668khWrV3OwspKrf/Mb3njvPS6fMgW7w8Etf/oTI4cMYeG775LRQqivSqViyZIllJWVMayT2ocrFApuvusu3njvPUb94Q+dss9jGQkS4xeAN+DF4XOEizYZYSVGSEFg89rCRbxMXsj/BqUgGys2MrZQhMDsb9gfflpe3yB8+IGAsAjsrttNjbOGi96/iDU3rQnvPxqylaRbSjfKbbHhNhX2ClL1qejUOtKN7VdivL3hbQbnDOakjJPCSgwQJEZ2UnbcbZw+J76gj15pITtJC0oMv+kAdfq1lJZOwOOJ5FtAlBLD2LISo7ERktKcgA4j6QQU4sm7X9UARKSgJlOIxEhxheduUBvazMSoc9WhIL4foNgqPDA6la5VO0nPtJ6s9ppRqYN07aqkLTW2rMY5WC4UCC4XuELXTxeLsMu4fC7MOjPf7/8ehWsc3fK8rECcI5PJ0CzYc/9+sR9PTR6Nnsa45JuMhx4CnyEPThMKC5dLCZkuRl+8jqFd+jFtGvTvL0gHVZ4gMdIMwjYSTWIctB2kv6IPuwFJb0Wvj1Vi7K+0EdTXxigxpAwbOAT5JysxALSWOrpmp2Dz2gjf9x8YQ25SLhISDZ6G8Bhk7CtvRNLXcN2CW9l0y6bw+y4jI0N8turrQVYNl9vK2d+wn7pGF2CgURKfJ43B08xOsmZbOZDbjMSodlRj1prjntsEEjhUpKSk8Mgjj3DOOefw4Ycf8sknnyBJEkl6PXM/+YS/vvQSW5YupWvUU3WFQsG0K65g2iEU/TKSDAaemTbtsMY+qFs3/tMSgdIOKBQKpp11FtPOak5Gthdx59FGN5SmGJSTw39+85tDHoNCoWDa0KFMGzr0kPeRpNPxzDnnHPL2cHjz0KhUzJ0xg2F33cWc++9n2osvHtZYOht2u53du3eHf9+7dy8bN24kLS2NLl268Mc//pGZM2fSq1cvunXrxowZM8jLy2v3E9OmePDBB3njjTfYu3cvVxzG5+xow2g08syvIDQwyWTid1dfze+uvvpoDyWBYxhdCgqY+9prXHHLLXy/Zg0ajQafz8cl55/PvC++oM5qZe2XXzJ80CDeeO89Vq1dy94ff6QcyM3NbVPplJ+fT35LgWmHiOHDh7Nu3To2LFjA7554olP3fawhYSf5hRBPyt5UiWHz2CJKjJCdJNrqsfZg5AnYgcYD9MvoB4jiCiIdOBo9jWiUGtx+N5d+eGmMdF+GHOrZPbV73EyMnCQhmZSfnLdkiYnGQ988xIs/vAhAtbeaZF1yeDwtQT4v2UnZWHQWqhxVzdYpLwdFUjn1+g1IEuzfH7u8KRkUr2OLzQYGixiHLpiGISjWdSljSZMwieGParHahp0kKAWpd9dT66qN21VGtpKMyBvRarBnr7Re4ElGb/SRm9t+JUZlhSAZXC5BAmlV2jBpJI/7x9K1SG4LGRliXTncUyYx3H43OrUOV4irCdiF7aM1BUpJCdjsEkaNEaPGiNMJWp0PXfY+nnkm0grXao3klEQrMeTxNXgaSA4Wgd6KM2BrRmIcqLQLAsMQITFsXhs4xXuYlQXduglSKr/IiUEj2rhmZ0NBVw8cGEtukminFe86rq4Jojc7cPqc3PzZzc2sWJkhDjDaUlJuL0dC4ufSEvGCRsxPpfPEKDHqXHX84YNnUGl8pMVyJ9Q4a1q8HhJI4HAxZswYXnjhBXbv3s2ePXvYtGULpevWYTQYeOH114/28I4vdNJTshMNQ3v0oGtWFqt37kSSJNzu1q2lvyTWrl3L0KFDGRoiiu6++26GDh3KI488AsD999/PHXfcwe9//3tGjhyJ3W7nyy+/PGTrQ1paGn/605+OqXOQQAIJtI3Lp0zBVVxM6bp11G3dyqihQ/nf55+HW6aWhnKTbp82DZvDwU6bjYKCgqPagnjYsGFcFtVd6deKBIlxhKFUiFMcr3hqmolh99rDigeZWIguiteVR3IxDjQcoG+G8AvL5IWcw9XgaSDVkMrsi2azfN9y1pStaXZsWYnR1dI1biaGTGJoVBqSdckcqHTw4IPgb86HAJFWm2sOimPV+Gron9E/PJ6WYHWLL4FUfSpZpqwW7SSBpDLq9ILEaZqLIRfaqfpUlAplMyWG3y8KfI1FvAfaYAq6oKgobVKsCkUmMZp1J2mlmG/0NIbbeJbby5st3123m2RdMgOzBraoxKh11lKQXIDSl4LW6CEnp20SQ1ZiVFeJa8zlEk/3M42ZmDQipVQmMSprvCApycoQX6pym9UYO4kqQmJ4G1MAWrSUuN1ifHa7MmzjESSGn3pPPQBms7Do1NXFZmJAhMSQVUAGXz4Yamn0NKLXN+lAUuNFZbKBxo1WF8BqDaltopQYOQVi4F27e9Cr9OH9Dxxuh9Ix5JoFiRGPTGywqsjJ0vHaBa/xv23/E9abKMgkhtyhRJKkcKvcrWX7xItacc2pdK4YJUa1oxqpMY9A0j4+2BLpMODwOnD5XS1eDwkkcCRg7tWLyydP5vMlSw59Jx3MuvjVoLU2rQnEx/r1FBkMvPrFFyiVSgwGA4sWLTraowLg9NNPR5KkZj/vvPMOINQwjz/+OBUVFbjdbr7++mt6dyAfRZKkZqqNBx98MOYYCSSQwPEBvV5Pfm4uSSYTP3z2GQ/deSc9u3Xjkbvu4ryQdfLx++7jnFNO4ZxzzqGmtZZ2CXQaEiTGEUbPtJ5A/EyJpkqMBk9DmOyQiQX53z7pfcJKjG++c2ItKQiTGI2hLACZxGj0NJKsS+aUrqegQMH2mu3Njl1mKyPLlEWSNglvwBvz9LnCXhFj/8gwZrB+ZQpPPy3CI+PB5rXhD/rZUbODBncDNd4aBmYODI+nJVhdIRLDkEqmKbOZncTjkTMQ9kPyAVQqqVmHEpkMMmgMJGmTsHvtOBwwbRocOBAheTAJlYfkM6Dxp4ixBeOTGC5fk+4krdhJ5DkA4eI2Gnuse+iR2oOcpJwWgz3rXHWkG9LRBzLR6N1hEqOlfFZJkihtFKE9NVUacR5CSoxMU2Y4O0UmMerrBHmRnSkcZMJOEtudJFqJ4W5oXUUjq2FcdhUZxgwkSexLrwvQ6BbbKJWQktK6EkM+XypPJhjqaPQ0otM1CfasV5CbKd4LY7KHujqhWsIh2IWMDNCn14DaSc/efvRqffj9GjCsAcqHkabOD5/npnDZDORn6ZncezIg3q9oyLZ8WYlh89rC53VHeSg4SetArVCj1DljlBhWtxVs+ZgzG7nhkxvCn0WZrKx317cZfJtAAp2JMWefzZ6SEiqqmqve2o0TlciABJnRQQyXJXlA3759O837nUACCSRwNKBQKHjygQfY9f33PHbffeG8n7TUVF58/HGqq6uZewhtsRPoOBIkxhGGrEZoTYmRZkhDpVBxoOEAAUmENIbtJKF/xxWOY1v1NuxeOzf/XgnLZ4TtJA6bKFDlNsUyiWHUGOma0jU+idFYRr45H5061JEiGEmxr7BXkGOKJHCnG9KprhI2hJa6zcnzk5BYU76GWl8t/TP7h8fTEqKVGJnGCIkxaxZs3hxRI3iMJaAKkJnnblGJoVfrwyTG66/D7NkifFImMTzqKhQaFy6XAp9bD2o31e4WSAx/VHcSdet2kujC+KC9+QnaXbebnmk9yUnKocpRFVZtyPAH/eGsBq0/DaXeSXa2ICXCBEwT1DhrwsWvtUZ8gcokRoYxg3unDoDd54THbasX6+RmiX+b2kmaKjGc9SKvIp6KRpIk9u4V7IrHpSHDmIHbDZKkQK8PxmyTltaGEiOkXPHaklCZGsJKDJnEkCQJl01H99xUFCgwmN0RO4kjC22SDbUaGrx1cP2pXH29Hb06osToM6QWghpqdhc1e68AnF4XAYeFohwLBo2BNENaMyIqPRSRIZMYsnpEpVCxq0L8P91iwKQyIWntsSSGywqN+Zw2sCcKFHy641OxryiyriVi61hGIBBgxowZdOvWDYPBQI8ePXjiiSdiydCKCs477zzy8vKYPn16TH/1vXv38tvf/pa8vDz0ej0FBQVceOGFbN/e/Lsqgc7Feeedh8FgYM78+Ye3oxOZyIAImZEgNVrFHaNGAfDcc8+xbdu2uK0GE0gggQR+DcjLySEzPZ3Nmzcf7aGcEEiQGEcYPdN6olaq4yoxnD4nChRoVVqStEnsrY9U52E7SUiJMbZwLBISy7dvZvd2PbjSwkoMp108XW+qxADom9GXbTXbmh27zFZGfnI+WpU25nggiirZTgJCiVFbI45R3twtAcQGf3628zOCBOmR2gOdStcuJUaKPoVMYyZVjio2boT77oPnnoscz28Uj/5TcqzNSQyfC51Kh1KhJEmbhNXm5rnnxLJ9+yJEgENZjlLrwekEh0OBUutqlkkgqxNcvqhMDLWRqh/PbNFKIxMxQLOQVIiQGNmmbAJSoBmhVe+uB0SBr/KnotDZkLu4tWQpiW6xW18jVAqynSRDn8XKpcnw4x9w+V1IkoSjQayTny3+le0kTYM9ZRLDbhVzj1aZyDjn3XN49euFAHhdOjKMGWELhUEXiCExUlMjSgwFClL1IhkzWomhV+uxNWjQJNmbkRjl9nKCzmR65aWTpE1Cb3bG2Ek0yaGOJa46yF9Hl6zUcCYGQF6POtDY2bUpHZ1K14zE2HRgNwS19C4UTEWeOS9stZKhVgsyRlYHyiTHyPyRlISYjfx0C0alETS2GDuJ1W2FxgJ6dNVTkFwQJm2iPy/HYy7GM888w6uvvso//vEPtm3bxjPPPMOzzz7Lyy+/HF5nxowZjBgxgi+++ILi4mLef190YfH5fJxzzjk0NDQwb948duzYwdy5cznppJOolwN+EjhiSEtLo3///qzbtevwd3aiExnRSBAacVGUmsr0UaN4+OGHWbVq1dEeTgIJJJDAEUN9QwNl5eWdHtaZQHwkSIwjjNykXNIN6fGVGKGn/QqFArPOHCYxtCptxE4SUmIMzR2KXq3nf4tCT4ldaXRL7YYyqMPrFgRDtBLDohOt0Ppl9GvRTpJvzken0sUcx+P3YHVbY0iMdGM6DbWi+G1RiREiabqndmfBjgUAFCYXhjuotASr20qSNgmNShPOxJDroM8+E3YQAJJE8adPr2ge7BmlmjBpTKz7fAhVVSJYMprEsFOORu8NkRig1rvjkhhNlRjW4h5Uzn6RxYvjz0EujDOMGc2UGG6/m9LG0rCdBAmWr45VN8jXRpohDaXXgqRtbJPECLfYDaqw10eRGM5qUtUh+e7uiRys8OH0OQk6UgAoyBY2E9lOEp2JoVfrwyRGQ53YZzzybY91D5t3ivc04DaQYcgIkyFGvSI+ieF1YNQYw+c0OhMjNymPXbsUGNNrmpEYa/b/BH4j/bvkYdaZ0ZgcQonhEcGeSlNtzHuQZkiLUWL4cUPBj2xYI1QWTUmMdcXiMzegizhn+eb8uGqazEzRoECSIuqR07ueTmmNIFG6ZKRjUBkIaGyxwZ5OYScp6qIh15wb3jY6++V4zMVYuXIlF154Ieeffz5FRUVceumlTJgwgdWrV4fXsVqtnHTSSZx00kl07949TFBs2bKFPXv28M9//pPRo0fTtWtXxo0bx8yZMxk9evRRmtGJhfHjx4e7lhw2RoxIkBlNkSAyYvD8hAn07duX5+SnCwkkkEACv0JYkpPJz83F1pKMOoFORYLEOMLIScoh3ZgePxMj6mm/WWtmr1UUVPnm/GbdSUwaE1P6TOG9z8U6Kk8GWpUWYzBCNkQHe0YrMYqtxc26Zsh2kqZKDLmoj8nEMGTgsIrityUlhlyIn9fzvHAR2MXSBYve0mI4JIgn/fLT+UxTJlXVQd57Dy69VBS/H34IarUExlDgqaYqPM9459GoTGH9R2dz1VUwerTIbpDJnfrgAbR6P04n2O2gM/qaWQeiMzHkfdoOilDIn3+OrPftt8ImAaKAVilU9Env02x/e617kZCEEiMpG/aP49Ize7JjR2Sd6AJc4TUT0NSHSYyW2qweaDiATqUjk/5Iwdhgz2SlGC+Smm8WpgkSyZWGweTDYhJzamYnaZKJUVutQq/Wx22t6/Q5KS8V5JcU0JCizg6TISZ9bBho2E7ic2DSmsI5I2Elhv0g6d5hlJVBWp9tzUmMUAhLr/wMkrRJqI02kYkRspNIpsrwOVQqlCTrkgUZE7IYeQIeyNjGgX3quCTG5pJQwG2uaHUaT4kBcOed4lqcNg0O1FWSpE1iWO4wbHZhkeiWlYlBaSCgbsDhiGSZlFe7wW8gP19BblJu+PqodlZjUBtQKpTHJYkxduxYlixZws6dOwHYtGkTK1as4Lzzzguv88ADD3DHHXeg0+lYv349U6dOBSAzMxOlUslHH31EIBA4KuM/0dGvXz/sdjs+n6/tlduLBJERiwSREYZWrWbSpEksW7YMl/xHJoEEEkjgVwaFQkGS0UhZWfP7yAQ6HwkS4wgjJylHKDFaCPaUn0wnaZPY37AfBQpyzbl4g7HdSXRqHW9MfgNV2WliY7co/A2BCNnQNBMDBIkRkAIxYYUev4dqZzX5yZFMDJkskf35TZUY7nqh7GhJiVHjrEGv1nNaVzE+o9JIsi65XUqMVEMqPh9kGDJx/XANCoXEq69CQQHMnw9pmX5QShSlFOFUlTcnMfyucJBlsHwQztp0pk+Hrl1jlRjW4H70hmCYxDAaJUrqS2L2JUgMCV/QFy64Gw6Kc7xlS+h4LpgwAd56K7Rfl5hDtF1AhnzeZTsJ5cMBKC2NrBNNYgTdJnxqKxYL6HSt20kKkgvQuboCIkTT6ZSoddViVoSuCV0Dyz7NF8oIVzqW1ABKhRKjxtjcTtIkE6OqKmQjiqMgcngduKqzSEoSlXoSOeH9mAyKmPdbVmI4fU6MGmNzEsN2EOX+UwHI7b+3GYmxr0LsKy1NQZI2CZWxMcpOkklAL05QrbM23J0mWonh8XvAfJDyg0pBYrhjSYwdpVWh/Yvf8835ccNZb7sN5syB//4XPvj7MPLMefRO7w1eExCkKCMHo8qIT21Fkgifx4MVwoOUnS0IEtluVOOsITspm0xj5nGZifHAAw9w5ZVX0rdvXzQaDUOHDuWPf/wjV199dXidESNGUFZWxoEDB1i5ciVJSSJnJT8/n5deeolHHnmE1NRUzjzzTJ544gmKmyb2JnDEsGvXLgoLC8OBZJ2G45DIkCSJ/dXVeDuT0JGRIDLCuNHhoK6uLhF4l0ACCfxq4ff72bFnT+cpHRNoFQkS4wgj15RLmiGtxWDPsBJDZyYgBUg3pmNQG5opMXQqHXpFMoEDw1FlbyfgSsLvB30wK7y/eJkYcvjntupILoZcaEcrMeTjyU+Fm2Zi+GyCNGlRieGqJcOYwcj8kWIbrQjvStYl0+htw07iKyI5GW455XJY/mcuvNxORgZcdJFoj5qWKcY2MGsgjZTGV2KEyCC1R3SsKCgQJEa0EqPUs40kozJsJ0k2K9lXvy8maNNoBLtdfPHI+6wtFXkJP/8sXt+0SYxLVknUuepI1aeSZ85rVgDvqt2FQW0g15yLSWtCXSNuaqujmrBEkxh+txGPqgaFglbbrB5oPEAXSxfUzgIA8vOhwe4hKAUxEeoJetJ/2bkhix173OBMJy1NzFMOP422k7j97hglRk0NpOkymikxJEkSYaH1ReT3qBfnTIooMZIMinCLVYgN9jRpmisxym3lOIuH0b+/CNC0eW3odJEWqxU1Yr3UVKFWUhjqYoI9PfpSJEmizlVHmkEwEQa1AX/Qjz/oF5+f5DJqaxWkaLKbKTGKDzaExwkhosFe3ix8FeCqq+Dii6Fsdzq5Sbn0Su8F3iTQOuia0kWQGEoxd5k4q6oS10xmprCWRdtJMowZ5CTlHJdKjA8++ID33nuPOXPmsH79embPns2sWbOYPXt2zHpqtZqcnJxm299+++1UVFTw3nvvMWbMGD788EMGDBjA4pY8Wwl0KlQqFY7o8JYTGD/s2MHsJUv4aOXKtlc+FCSIDAB6pqdzfq9ePPvsszEhvwkkkEACvxZU14pa7+yzz0ahUBzl0fz6kSAxjjAyTBntVmKAIAy0Km0k2DNKibFhA3jcSm69WgTG1NeD1icKVr0+lsQwkIYkif2lGdJicjFkuXx+ciQTQz5ehb0CBQoyjJEE8XRDOtiz0WqlVruTpBvS6WrpSqYxk0ytGFdbSow6Vx16dzfcbpj0mwYY8g5X3SqeyF54oVjHkiEe8w/MHEg9+3A6IfqhmdPnDJNBCo+oRlNSBInhdsOePaDTB/HiIMWsDSsxUpM1eAKemCLSZAK7I0RihPZZcyAFFH62bYNgENatE+vKRISsJpEL4Ghsq9lG34y+KBXio6aqHhyzLQgCSFYp+Fw63KoqJElqlcTY37CfQkshSofIcigqAptDPPXXBFMA0A39Hxqtn5n3FUDVQNLSxReqSWOKbyeJUmIEg2CRulHjiiUxXH4Xkl8Ntjy0uSIY0BDMDO8nWa/G7rUTCAqbQHSwp0lrCl9vMolR5aiialtvxo+PXCvRSozKGl/4/UzSJiHprVit0OgWmRhBQwUuv0u0qA11PpGJEo/fg8fvQW0RJ1vv7B5DYviDfg5WuVEogyQLzo88cx7+oD8msyIaqangaNSSa87FqDGSrMwDjYPC5EIMSgNenXj/Q3/HqKkV5zwzE3LNudi9dmweGzWuGjKNmYLEcBx/JMZ9990XVmOcdNJJXHvttdx111089dRT7d6H2Wxm8uTJPPnkk2zatIlTTjmFmTNnHsFRJyDjhx9+4JRTTjkyOz/O1Bgje/ViaI8e/GbMmKM9lF89/nzqqWzbto1PPvnkaA8lgQQS+BWjnNxmP0caH3zyCRdefz1ZGRm88cYbR/x4CSRIjFbxyiuvUFRUhF6v5+STT44JrWsvlAqlyMRoQYkh2yDMWuHJzzRmolPrwgoMmVzQqXR8/70gKy48T6xrtYLGLwq3ggKhOJAkifrtg3nk7HuxWGD0aAU9DSPZXhtFYtgEiVGQXBBRYgQiSoxMUyZqpTq8vlmZBd5kevb1tNydxFVDujEdhULBLcNvYbRFBPTFIzGCQQhFHWB1WTGG1CS33haAC25Hky7Gd9ppYLFAcoZ4rD0wayBBrShCfz6wn692fyXOYxQZpHClgdKHySRIDBBZFnqjKIbTLcYwiZFmEcWunEUCcncSUXgaNAYkCSr2JUPRMpxOBSUlsHatWFcmImQVQL45H5vXhisQ8fxurd5Kv8x+4Xn7yvsAwq4hI1pF4HZokbQN2Lw2CgshWmF/29MrSB+yEn/QL5QYyV3AnoM2yYbFAnanIA6UPkGIGVMaufTPn1Cy2wAHxpOdKVrxmrSm+HaSkBLDaAydC2+3Ztet0+eExkJASYPlewC0gfSwEsNiDIXMht7z1FShSrC53Jg0JhQKBTqVDrffjSRJWOsUVO3NFCSGtjmJUWeVwvtJ0iYR0NXg8SCCZgM6MFVR766nzh05hzKJ4fK78Aa8aFPEG6Wyd4mZz17rXgIOC2aLH2XomzA/WRCE8Swl8jg8dgN5SYI8SqEIDFa6WrpiUBnw6EXqrKzSqa/VoFAGSUsTSgwQSqjjXYnhdDpRKmP/fKhUqkN+wqpQKOjbt29CHfALoLKyku+//57zxo7t0HYej4dPFy3i00WL8MhSqQ6itKaGD1esYM1hdEZZu2sXH65YQWlN87ye9sDj8/Hp6tV8uno1Hp8PtUrFBSNHou+AtaYz5rHu4EE+3LKF0qbSwnbC4/fz6Y4dfLpjB56WWme1gdKGBj7csoU1h+HfXlNW1u55DM7JQaVQsOuf/zzk4x2raO1+cceOHYwbN46CgoJfjKhN5A0lcKKiJcLiSBIbG3/+mStuuQWfz8d/585NtJL+hZAgMVrA3Llzufvuu3n00UdZv349gwcPZuLEiVRFV5/tRLohvZmMHULFtzpWiZFpykSn0jW3k6gFiTFqFGSFHCR1daD2ChKjsFAoMVx+F8Gq3ihVQf74R1i9GtLrz26mxDBqjFh0lnAmhkyWVDmqRHZDNBzigN37NuJwRKTy0ah11obVGzNOmcE56ecAYNE1D/b83/9gwABRQFvdVnTB0BwyU9GpdPxcJRI0NRqx7hm/3QDAgKwBoBf7uueTx7huwXXNziNuC0pDIwpFhMTYvBnUBrFOusUQtpNkp5kAYlrbmkzgdChAEkqMqipwOTTQdwEgCBGZxCgtF5W21W0N20kA6nzivZYkia3VW+mf0R8QhETQK8bZ1E6SZkjD44GAXwVaG3WuOoYNEx0x5Lpw/jwldT+dzNtr53DQdpBCSyFBexY6ixWDARxOsaIyIK4lg1Gix7gNzJz/IVx0HX+6X3zcTRpT2E7i8YDfL+ENeMNKDPm86dyFzewkDq8D6sUKpfovAFD7UyJKDIMgMeS2sbJNo75ekCdAOLPC7rUT3H8yQItKjPp6BWqtH4NBEH1+vWAH9j61IPSGCRKj1lnbjMRw+92CnEkNERe2vJjP4Y7aHeBKIyM9IvmT30OZ6GuKlBTwOZPINYs/fkZ/PkpjA6n6VAxKAy5dCRAhMRqtOvRmB0plZN/ltnJqnEKJkW3KPi4zMWQFxeeff05JSQnz58/nhRde4OKLL25z240bN3LhhRfy0UcfsXXrVnbv3s2bb77JW2+9xYWy/CqBI4a3334blUrFZRdc0O5tPB4PZ152GVOmTWPKtGmcedlleL3etjeMwk9799Lv9tu5/NlnGXXPPTw/f35Hh86s+fMZec893PXmm/x21ix+atpvuw14fD7OfPhhpsycyZSZMznz4Yc7nIWxuaSEEXff3bF5NLGUzPr+e0b86188vGQJ186fz6aWJHctwOP3c+bs2Uz573+Z8t//cubs2Xg7SGT8VFFBv1de4fIPP2TUG2/w/CHYaWZ9/z2j3niDyz/8kP6vvMJPrczD4fVifPJJApLEWUufaHgAAQAASURBVN26dfhYxzLaul+cPn0611xzDR9//DEff/wxK4+UdSkKFVVVFO/bd8SPk8DxgV9KjXCk0R6CoqP76wxy47YHHwRg4eLFnHnmmR3ePoFDQ4LEaAEvvPACN910E9dffz39+/fntddew2g08pac5tgBpBvTqXfXhyX2Mpw+Z1hBICsxMgzN7SRKhRK1Us3mzTB8eKQwtFpB5U1BofKTkyOUGI2eRnBkk5LmZcYMUKnAYBvE9prt4ZAZub2qQqFololh89ow68wx4wzYBDmR10tU3vEsJbUuYSdpinhKjO3bwesVpIvVZUUXENulWbRM7jOZ939+P7zuWWeBMbsMvVpPj9QeoBMkxrfb11PpqMQX8MVkYgScFhQGsU5qKiQlhdQMukZ6pffCZFTE2EkyjBnNlBiBgAICWgwaA6HmC1D0LebkAGvWwNatEpiq2F8uFBcyCdGUxKh0VGJ1W+mfKUiMzZvFrvQFO+KSGGFySCdIDFv6tzQ2wq5dEJSCVO4oAknFnz54naAUpDC5kEBjBmpLLQYDOF2hECGvMTQXBU6fE5dUj2nk/xg5XBAMSdqksJ0EoN4WUvuoY0kMtTuvOYnhc0B9EQDBDDEhpS8ZhwNUKgmzVpBicpvVVBGlQmODCpMmlsSwuq2wfzzp2W6KipqTGP6gH0eDFqPZGx63stt3PPccqE9+nRFTP4TCVVhdVnEO9aFMjKg2rh6/B32SB6MR/A3ZWN3WcN5Fhb0CXOlkZkRUR9mmbJQKZYtKDIPZDS4L2UbxRy5L2Ze+BVkoFAqMKiM2xUH0+giJ4bAaMaUIhkcmPsrt5VQ7W1ZiNHoaBVl0DOPll1/m0ksv5bbbbqNfv37ce++93HzzzTzxxBNtbltQUEBRURGPPfYYJ598MsOGDePvf/87jz32GA8//PAvMPoTF7t27eLJmTMZftJJpMkfznZg0bJlrJTZW2Dl2rV8tXRpyxvEsZTMWrAAV5SC46F33+2QcicYDPLwu+8CUFZby8rt23l7yZJ2bw+waMMGVm6PEPort2/nqw0bOrSP5+bPJyc1lWSjkW7Z2Xz4/fcdn8c33wCwq66O7/bt47U1azo0hkV79rAy3H8cVh44wFd79rSyRXPMWrkSVxSB89CSJYc8DwCnz8esVopzZ+hYF/Xty7C8vA6N9VhHW/eLVquV4cOHM2jQIPLy8sLtptvC4cQCplosFOQe/0VrAoePXwN5AZF5/BJWkfbu2+/38/6CBawK+cyz5KfMCfwiSJAYceD1elm3bh1nn312+DWlUsnZZ5/NqlWr4m7j8XhobGyM+QHw+XxYtBYkJKpsVfh8vvCP0+tEp9Th8/nCSoI0fRoapQa33x1ZRyXWsVol0tICJCWJm4Hqaj+S24JK78BsDlBfL1FrrwV7NqkZPsBHUZFEoKYbdq+dkroSfD4fBxoOkJeUh8/nQymJS8DpdeLz+XB4HRhUhphxOmrFk/2UohIADhzwxyz3+XzUOmtJ0aWEf5fnblKbqN0ymL/9LRBeVlwsbpRqa71Y3VaUXtH5RKfzcXm/y9lQsYGfyn8Kr1/vqsesNaNX6km2hE64W/yntL405jz6HCYkXR0+nw+/30eXLuI2wK+20jutN3p9AIdDwm6X0OsDFFmKKLYWh4+l04WeZnlNqFCxfbsfhUKCtN106+1izhyJYFABPb7EXi/Ok9VlJVmbTKZe5IDU+cTxN5eLIr9Xai98Ph8bNgQwWhyQ9ROVlcHwMWscNaToUqirC91Qam2U1JXwz7IbAPjhBz9fr9+G1Chu/KxlglTKNeXibUhDZa5CpwuELR0+lyCmDHoJu8dOnbOOZF1y+HgGtQGbx4ZWK+ZabRUbqlDhdAbJzAyi1UpItkxqXbV4vd7wto2uRmjoSlJ6AxiEwsHeqMBmC2A0QpJaEBW19lp8Ph9ms5hTo1WNQS3Ol16tx+FxUG2vhv3jGTzCjt/vw6g20uhpRKMJ4HZLlDeUgzuFZIs/PG6nVMOdd3rxnTKDc6f+BGovNY4a6lx14etPjSAlbC4bTp8TvVpHXp6Eqy6VoBQMj63KXoXGk0VaqhSeXzAQJMeUw/76/c2ucZ/Ph19dAyhJCuaK9Z0WhnYrEuNTGvAE3GRmBjl4UFzvrkYT5lSPmLdCj1FjpMRagtVlJU2fJtoX+xxYHdbwMV5b8xq5z+fi9rjjftccCzCbzbz44ovs27cPl8vFnj17mDlzZru6XWRkZPD3v/+dzZs3Y7PZaGxs5KeffuKee+5pZlFJoPPw7bffMuGsswgGg3QpKDjs/alVqk4Y1eGhNp4s8BfAz/v20eh0sreykg2d0FXHcSQ6oxxjyDSZuHzAAEraWcAfL2jP/eLjjz/O2WefjdFoRKlUMnHixCM+LqPR2PndhxJI4CjgaKtIWiI0bHY7vcaN46rbbmPKlCmUlJSgOgb+Lp5IULe9yomHmpoaAoEA2dmxtors7Gy2Rz3FicZTTz3FY4891uz1b7/9lr1B8aR//pfzydfnh5eVVZWRqc1k4cKFlFaJnpvV+6op95RTba9m4cKFbKrahFJS8vnnC7FaJ1Na+jNLl5agVk9mxYqtNFYDukZqaqooL8/jy2+/BHs31NpaFi7cRHLyaEp+VkNXmL1wNrrSs/hJ2k12kpmFCxdS76sHYOWPK/Fv91NSVoICBQsXLgyPc/nSLqAYTKljIXA+CxduxOGIldtX2iqpKqlioSOy3eLFi9lfsx/bt7fwl7l+unf/EoB168YCmXzyxbciXLGkEbU6yNdfL4SgaM/65MdP8tvc3wKw6eAmlH4lCxcuJMWgoBHoqRrBbpbx0VcfUV5TjtquZuHChdQcLCSoq+Ozzz9DqVBiMJwM5OBUVKCsU1JeXkxNTS52u4aysj3ocnSs27MuPN+tW7OAMeAzsfr71Xz9ZTKp6dnUaTzozbv5ae0Q1Bo//qKl+H+ayvz5n1Jtr6ZybyXLHMswKo3U+mpZvHgxC6sXolao2fnDTvYo9vD11yNJybVxUFvK3hIHCxeKp1h7K/bSzdiNL75YAZwBOhszv5pJg7IEUnfz5vuNGLuvAQagUgXJc5zFAT5h2w/bsNeMR5V2gIqKEhrqhbRi84Y9KJWD8brt7CrZRYW6ApVPFZ5jQ3UDVr+Vn50/AuP4/MulAGzZtIXKykYsFitmcw5le3y4LW7mfzYfvUpYNH62/wz1RVhS67GrfaDy8uOP27HZNKjV3TCpBInxzcpvsG+xU1OjByZSXemnuqyWhQsX4nf72bZrGwsrvoLyu0g9fR0LF9ZSXFeMP+inuGQbjY09mffVPHClolI1snDht5RVlmF1WJn/2XwkJKz7rAAs/WEpNY4ayovLWWhbSLFTFBVLli9hu3U7PpcPo66W/Tv90A3mfTGPHF0Oaw6uQeE8A6ezjIUL14evW2PAyOqtq1loj1zLMn4udgC/ZfP3pSgPLGT//jNISalm8eKfMagEEanR1bF+vYNPP1+H35aCMrWGhQvF095kRTKLNixCQqJka0n4fM39fC65OvEH8tOSTynQFLDk6449ZU4ggZbgdrvDEleT0chDd9zRoe0nnHYaY0eMCKsxrr3kEs5qKxh0xIiI9w6496KLWPDDD9hC6cF/vfbaDpFWSqWSv157Lfe+/TYARp2Oey+6qGPzGDqUsX37htUYY/v2ZeLQoR3axyHPI+QPVCqV/HXq1Mg8NBru7WA+yYQePRhbWBhWY4wtLGRijx4dm8fYsSzYvh1byBb017PO6vj7cdZZ3LtoEdC+eZzZrRsfbtnC/vp6unRotMcu2nO/OGnSJKqrq2lsbCQzM7Pd+070NkjgcBFdeOfSQqjdMYRjXTUSPb59tcWUHDjAgw8+yF//+tejOKoTFwkSo5Pw4IMPcvfdd4d/b2xspLCwkDPOOIN+wX48vPthBo4ayJiCSAL6E28/Qc/snkyaNInyDeW8ffBtTh1xKuvL17N3z14mTZrExhUbSWpI4vTTJxEIKBk3bgDnn9+f9HQFeXkDMJc1oDLYGTKkN8uXKxk4fCA4kug7KJVJkybx1VdKli9XYNQYUaSn8+dp40m7bALnX+9j0pmTRHbBFjhpyElM6jeJl+a8RLohnUmTJoXH+dNPSpRGK4X9zSQlSeTkDGXSpMHh5S6fC+9GL+OHj2fSwEn4fD4WL17MOeecQ9UmG/8qOZVGv47RoyeRlgZ33y0uu6LeJ8FG6JLVH7NZET7mZVzGigMrePe8d1EoFHzx5Rdkk82kSZN4vf4d9gNXn3QbjzU8T/fB3dE16Ohd2JtJEyfx8FM1YNjF6edMIEmbxMKFStatA5+mjkknT6K4vDurVinxemHYsD5k9xvDR1s/Ch87OVnB448DPiPnnnUuX83pyoCBHr4DBp6sZPW30LO/k+1mYTcYNOQs3NvcjB02lkmDJtHlQBfqfHWcc845fLnkS3p7ejP5/MkA3HefmiGjnBysqMTpNIWPeXfJ3QzuPZghOlEUKHVONth+5uxuZ7OsyyaK948gWZeLJqWSAUVZ9LJM5ebTbVw69lKun+rHkFZLvz5FfL/WjkFtoGePQZhMCgqy87HoLCTrksnV5IaP9+nCT9lUuYkzThZ5FAMHjYIlMHbUWOZpLPTpY6ayUkmaoS8Aw08dTleL8Jgodiug3sLQ4WlUKTUE9S66dBlAQwOkpAhLBUCPgT2YdNIkHA743e8AXxr9e2Uz6YxJpB9MJ68wDwvDwW/g8kv7MOm8FAI7A7y4/0V69Stk0Zc6eg/rDW4v3YpSmDRpEvvX7ee/i//L2DPGwmY4a/RZ/KvsX2T3zMa338f4EeOZNGCSyH/ZCcNHDad4WzElB0roNzCNnSXiqdTg0YMZnjucBZ8vQOXN5KST8pg0KdIG9E3nm/gCvpjPQPiz4PgagPFDJ3PKyUncequaoUNNnHNOLhvnbQSga3c9WnUaY8/QgbOc7iPM4X31rO2J1SvIl3NPOZdUQyoz9syg34h+jC0UBcDd/7ybC/pfwISTJ8T5pkkggY4hEAhw5UUXoVapeOL++7nmkkso6KCcX6fT8e1HH/HV0qWo1WrOGj++w095B3XrxtZXXmHV9u0UZWczslevDm0PcM/FF3PqwIGUVFYypm9fCjoYnqbTaPj2ySfDFpKJQ4ei1Wg6tI/DmkcoG+OeYcOaz2P9+jY2jpqHWs23110XtpBM7NEDrbpjt3ODcnLYevvtrCotpSglhZH5+W1v1AT3jB3LqV27UlJfz5iCAgosllbXv3LgQO756itmrVzJSx0+2vENnU7XIQIjgQQOF3LBfTyQF3DsExhN8dJLfyUjI4P777//aA/lhEWCxIiDjIwMVCoVlbKxPYTKykpycnLibqPT6dDpdM1e12g05OjENg3eBjRRN0xuvxuT1oRGo8FXnwtvfsePwXSMJ+/CG/Si0WjwS360Ki0OhyY0NjUajcgaaGxUIXnMoG8gLU1FQwM4/E6w96BLvgaNRkPv3vDOO6I96cq1ToJBBdYKC11SjGg0GpIQVpEAATQaDS6/C5POFDPO2lrQJtdT76knL09BZaUKjSYimap0ifOUnZQds51Go6F8Ww/wiyfUJSUaMjJgv2jgQE2j8Ecr/WaSkhThba8ZfA2zf5rNxuqNjMofhcPvIFmfjEaj4aZRU1ms9ZOmLEKlUFHlrIo5jx67AfT1eCQPqZpUwvlhWhsDsodRbVbR2CgCLS0WFfq0HhxoPIBCpUCtVBO+B/OaSDYks2ePkvGn6FiBgpSupcAgivpXs90kQi12lIn8i8ykTDQaDXnmPOrq69BoNGyv286ArAFoNBqcTtHq9dKbFCy0VVNvVQJKNBqoc9eRacrEZRMfR4tFiRW4a8xdWIfWs/69LGrc2XTtX0nvgmyqSlN4+LSHcbnA49BgNB0kKUmF16PCrDPjcaswGkWQpjvgRulTkqJPCZ9fs86M0+8kOVkczxlqpmLSmXC7FZhMKrKzwd0o+o42+hrD23qCHrDlUdRFQ+/03hQb3LhcFtxuMJkktEqtuF59DjQaDRYLaLXgsutJ1pvYtEmDXmXEG/SyY4cogsaNsqDRaEgziUwLpdaL262gzl0HrkJyMvVoNGosBgu+oA+bX0jIU42ppOhTKGkoASArKQuNRkOyQYzbjx9f0Ideo6ewUMmPawwx87G6rQRdKWRkxF7PBckFrDywMuZaluHShG4GvCloNArq6iAzU4VGo8GoFAROSoaX0l1JOAIOcGSSk+0L7ysvOY+Pt38MQE5yDpkmcVNb465Bo9FQ66yluL6YkwtPjnv8BBLoCA4ePMi9t9/OJ4sW8ck773DBOecc8r60Wi2TJ7RArEUpLoBIJkYTNUZBRgaXjR9/yGMA0RL1UAgQGVqNhsmjRh3WGI7IPOQk53ZCq1YzuU+fwxpDgcXCZW0QD21hZH5+uwkQi17PvWPH8vSKFdy2fTt9+/Y9rGMfCziU+8UEEvglcLyQF3D8ERg7d27lo4/+w8MPP0xKSsrRHs4Ji4QBOQ60Wi3Dhw9nSVRoWDAYZMmSJYw5hF7ycteEWldsu8ro1qD7NhfCgfG8NrMvr193Ly5rChBpfSnbSOXPSmqq6E7id5oIahuwWMDng1qbHew5FOSKArFHD3C5oId6PD9vEpaAQH0O+WZx0yEHe8pBonUlBdT+HCuvrawEQ4qNGmcNubmE26weaDiAJEnh8Ee5O0k0tv5QAEZR8O/cKUJB5RD1vZXidYUvmaSkyDZnFJ2BRWfh62Lx1NvmsZGsE4Xpxf0uJi1FTWOjkpykHMrt5THn0WnXgt6K3WsHIiGV6Gz0Tu+N0Ug4OyIpCbqldCMgBTjQIGS5JlNofZ8JncrA7t3Qt4+SDGMG2pydKBSQ3Xt/eE6rdwrrQqpehOT1TO3JDscOPH4P26q3kRcYw8MPw0MPiS4jw4dow9vW1kIgGKDeXR8T7Jlm0dA9tTvn9jyXi88sRPIZ8BSfzOjRSnr3FkGf8vsC4DeUYjCA163GrDXjcIg2qUaNEafPSYOnIXz+QJAbcncSgAab8GPLwZ4Gg+iAY6sT10t0uKfT5wRXGjmZau4dey8ZKXpsNtFpxmgU+SMpupRwsKdCEWpLajPhrspj5Eiwb5qA2+9m11YjCnM5+TniGpTHGFQ7cbuhwl6JwpNOZnokkBREdw8QYbiphlT2WMXTSDlYtll3EpWO/HyoLFeDRLhDSa2rFr8jORyUKyPfnN9idxKbUjBw9fUKQSJ5IkG7sp0kKdVBZSXUuazgzCQ3O8IV5yblhjsOZZoySdWnolFqwuGeaw+Kgm9k3si4x08ggfZiy5YtDBk0iMXLl/PPp546LAKjRaxd25zASCCBVvDH0aPJTkqKa789HtHZ94sJJJDAsY9HHvkjPp+P66677mgP5YRGgsRoAXfffTdvvPEGs2fPZtu2bdx66604HA6uv/76Du9Lq9Ji1pqpdTYhMXwujBrx9FaydkNtruP7NQ5sNRYcu4cAomuIThWfxLBawe8yENRYSQ7VqKVlQfAlkZ8nCqeePcXrmZ4xVOwMSYgbC8lPFiSGSqlCpVCFC6uyj29m1b8vixlnZSUkpzmpddWSlyeIiH31++j+Unc+3vFxeF7pxubdSdatyIDen5GZ42XnTigpiSz7btdGBmcPRtmExFApVRRaCsOFnc1rC3dvAbBYRGeTPHMeB20HRXeSUDCqo0EL+npsHsEIyCRGklkiWZcc7sgBgrDoliqkGiX1YmDh5d4kair0uN3Qu7dQmdi1e1i5Erqdugq1Wbwhm4qFrUQmqqaPnI7VZ+XplU9T6ahkx6cXMGsW/N//QVERjBluBpNou1ZdHSG2MowZYRLj1rHX8sKEF1AqlNx0wXBQiCDUS84uoFcvKCsTRIzczc5j2IfBAH6vWqgsnGJuBrUBp89Jo6cRiy7ytC1Jm4TDG+lO0ugQXXPkFqsyiVFfK8iFaBLD5nGAO5XMDDXThkwjP8OC3S7GI5MiyfrkcItVgLQ0CZ8jiYqdwgVt2z4St9/Nvp0WtHk7wuuFSQyl6OZRXl+L0p0W7nAiXwPl9vLwPFL0KRRbi2PeA5nEcPldonWsWkdeHrhcCtTejDCJUV1vJ+DVNiMx8syiK0udq46xb47lP5v+E15WJ4l8m/p6QSJCpAOLQSmuQWOqjcpKKKtuhICOghx9zL4BVAoVKfoUFApFTIeSNQfXkKJPoWdaTxJI4FCxceNGBg4cSIrFwrZly7hl6tTOP0iCvOh8NGnF+mtEisHAjUOHMm/evHDHtOMdnXm/mEACCRz7KCjoSp8+A+gaflKawNFAgsRoAVdccQWzZs3ikUceYciQIWzcuJEvv/yyWXhTe5FuTI+vxAgV39aDqQzvn8boYUkYzC48VeKD0ZISIy1NkBgep4GAtg5zsih09xWLwlMeZrdu4mm4vmEAwbKQwqKxIKzEAEGyePweJAmcxUNxNUQxCkBVFaSke2OUGB9t/Qh/0M/SkqXheTVtsVpeDru3GaDHIvKLHDEkhlYrsWl/Mb896bfY7cSQGEBMYWfzxCcxcs25MUoMSQJbowoM1vCY5O+X7DRRsUeTGElJ0NXSFQUK9taL4lQuxPVSOnt2i49Hr15iPJWOSkaPhjpPJb2yC0BrZ8cBUcmmGkQl2zejL2ekncHT3z8NEvy0vCs33QQ1NbB3L+SmWlAmhYroaqh2CFVGpjETm00QCPeM/wMX9r0QgKxUI+b8MlAEOPuUFHr3FuPbvRvWrQOlKog3aRc6fZCgX02S2hJSRUSUGI2exlglhsYU02LVbg+RGE2UGNXVCnQqXQz5VlvnB0kZLvyTkggrMQyG0Pujs9Dgboi8XylBcKVwcEeou8r2wbj9bir2ZJJUGEn2l9/jgEqoaMrrrUiulDBJ0EyJoTOTok9hX/0+oDmJISsxtCotstrZ4u0fJjFqasUNdDwSA+DGT25kVekqHl36KIFgAG/Ay3cHvkVjcGG1RkgMeXs5D0RvacDjgR27heSoa54hvO/cJCGZTDemo1SI60u+tkCQGCPzRqJQJCLdEjh0DA2FVb48cyYZ6c3J5cNCe9QXCYIjgVagVCgwm82/mu+5zr5fTCCBEwnHm5UEoKRkNzt2bKFHjx68+uqrR3s4JywSJEYrmD59Ovv27cPj8fDjjz9ycigI8VCQZkhrpsRw+pxhG0RxMeH8hszCRvw1USRGC0qMujrwOHSga0RnEu0YS/eK/clWTL0eCguhZk8RWHtiLtoFDYVkmyJeTZ1ahzfgZccOCDrScDWaiG4XX1kJGVlBap1CiVFeDh9u/RCAVaWrqHHWoFaqMWsjhTLA4sUK0Z60+9dkFjawa5cgMTIzwWhx4XfpuXLgldjtYDbHbBpLYnhtmHVxlBhJESWGUWPEZkO0P9XXh8mB3FzQpFbQs5coWJuSGDq1jjxzHnutsSSGQUqnuBiUSkGEZJuyw+OpdlaTZcpCY27gQLkIlJDtJABX5FyBUqFEUTWEg6VapkyJHFOhUJCWIUiDqqqIyiHTlEljY/PzAHDh2RkMHOQjKUkQKiCsOe+9B4PHlYO+EZVW2IGMivQYEsPld9HgbsCijygxTFoTbr8bnV6Mw+YQ50Yl6fD7IyRGQ4OCdG1ejBJDLtzlushsppkSI9pOAmC2BMCVxv5tmSQlgf1gIXWl6TRWppPeLWLbkIkWnyJEYtTaCXoNzUkMe5SdRJ9KQAqgQBGeo1alRYFCkBghJZOcY2h096LWWYskSaFckuYkhqxSWrB9AdcNvo6S+hI+2fEJ72x8h9LGUtLT1FitgkSM3l6vFOSJ2ixO0vatQg3VJS9y0eWaxR/raOtVTlIO22u2I0kSq8tWJ6wkCRwWykN+v3NOPZWJp59+dAeTIDM6jhNAjVFht5PXwXDZYx2deb+YQAInCtoiMI7VXI9bb72P5GQLe/fu5R//+MfRHs4JiwSJ8QtBuf80tq6OfFjlJ7uyEqO4GLp3F8tyujQSqOmGJEmiCAspMbRaQUpAxE7idmhA34BaLyT4FftFIRf9AKBnT/j841BmRPc54Ddib4yEBmpVWjwBD99/L34PBpRh0sTvF9kN2dmi4M7JkbDZ4MfinxlXOI4N5RsoaywjTZ/OsGEKnnkmctxFi5QMGSKBqYa0ghp27hRqhKIi8Klrydf3o4ulS3wlhqltJUaeOY+S+hIkJAxqQ3jMGpMjXHgrFBLqe7oz8bxQkd/ETgLCUiIrMbRaUCgDaINp7N0LBQWg0cQ+La92VpNpysSU4sDTmIxerQ+TUQBZ2izuGHkHuWU3YzZD0zoiM1WPSuMTSgynIFtkO0lyLA8EwCt/N/D1V+KNT08X7/2XX8KqVXDmFPEFr9QIO5BBSmuWidFUiSGTAV4caDRgdwjGSvKJY8gkBoAl0DOWxGhSuEcrMeRzm6xLbkJieMGVTvHWVG68UbxWsugCAHJ7VIfX06v1qJXqCIkR+tsVtpPoYu0kJq2JFH2KWMeQGlY2KBQK9Gp9JBNDHSExdM5u1LnrsHltBBzJMXORISsxRheM5s0pbzK+y3hmrZrFX7/7K5cNuIysdE2MnUTeXqlQkqRNQmUW52vvDnFCsrMiX7OyEiPTGEmpnzp4Kt/t/46nVjxFhb2CkfkJEiOBQ8dzzz1HstnMB6+/3vk77wgpkSAwEmgBpY2NpKamtr1iAgkkcEIgl/K4P20tO1o488zzmDr1VgD+8pe/HNWxnMhIkBi/ACQJit95iBV/v5mtFSKV0e0XygmDxoDHA6Wl0SSGA+p6EpAE0SErMVJShDUEROFUVwdOuwZ0jaiMovCrPZAOygDRCuKePcVTf5XORaDoKwBC7eUBkYXgDXhZsUIChZDAV4dqy5oaMf78HA2+oA9LpkjF1Li68uSZT+IL+lhUvAhD+Tls2iSyHwD8fgVffaVg8mQlOpUOS14FDges+N5PUlYVDkUF3QyDANq2k7SgxMg154azFwwaQ/jJeEpKhByod9fj8rsotBQCUcGdRI7ZLSVCYigUoNZ70ARS2Ls3oo6JUWI4qsk0ZpKSFgBHZowKQ8Zfz/wrOWU3c955ghiJRqYpA11yY9hOIucj2GzxlRjJybGkVO/eMHu2GP9pE0NkgUYoQgykhTMxjBojNo8Nm9fWzE4ChHMxHCElRtAnuutEkxgmb/cYG1R9Xax6IVaJIfZj0VtiMjGMyR4oH4rLoWbyZEjJr6ByxSQUKj/53Wzh9RQKBcm6ZLyKRgBqKgXRFs9OYtKYUCqUYRKjqZVJr9bj8rnCSgydThBAKkcX6lx1QhXlSo+Zi4xUfSpPn/U07/3mPVRKFXeNvouVB1ayr2EfM06dESYQZRIjOpjarDWDSZBdB3aLBdFdIGWCJFqJcWn/S7lu8HU8/M3DQCLUM4FDx5o1a3j55Ze55+abSTnMrhPNkCAlfjn8itUYW6qqWLhrFxdffPHRHkoCCSRwlHE4hMSRJjNa+pMXDAa5557f8Y9/PM3999/PZZddFn/FBI44EiTGL4AffoC6sgyw5XLZzNkEpSAuf6joVBvYt08QBTKJkd/VBfY8aus9MZkY0cVSaqroOuL3KUHXgEInisGGg1nokhtQRr2zcrhnTs8KSBH5AdEkhpyJseJ7CYqWARESQ+6AMbxXARqlhod+vAGAUZYpjOsyDqPGyNqDa3GvvRKVCn7+WahKtmzJoKFBwYUXiifzxhxhG9i1U8239W+j1DvJ0ogJt0Ri2Lw2HF4Hdq+9RSWGjGglRnqaKmwnkYmHbJNgAZraSeRl8voAKp0bjT+WxMhJyqHR04jL5xJKDGMmWZkKcGaGsxiicbBMyfp1Yv5NkWHMQJ1kDdtJMowZKBXKFkmMpujVCwIBuOQSSEsW6gmFRpBiOiklrIowaAzYvOK6iA72NGkFiWH32mO6tUjeiBKje3dBvnh3nxKjxGhoEK1IO5KJoTe7wC9O/LBhUDB4D0GPCW12MRnmWOlJNIlhrRHjiWcnkUktmcRo+h7EKDFUgpzJzwca8wSJ4aoFWy4abbAZiaFQKPjT+D/RPVVcnxf2uZAeqT24rP9lDMwaSEqKCPa0WgXBpI5qVG3WmvFpq1CroaokA5WxkehOqSn6FHQqXYwSA+Cl816ie2p3cpNyw3aWBBJoD2pra7n66qtZtGgR06ZNY/DgwTwwffrRHlYCCcRAkiReW7OG095+mz4ZGfz+978/2kNKIIEEfgU4UuoMuVN4Uyxa9Cnvv/8Wb775Js9Ey88T+MWRIDF+AcyeLXIp+g1pZOsXp/Lqmldx+UIkhsZAcSjbUCYxCopEQbpjlz+mO0lTEiMMXSNeHBgM4KrJwphiIxo9eoh/+w/yQFIFCmWA0tKozdU66mu17N6lhL4LAKHAAKHgADi5TzdW3LACq2I3ACNSJqJWqsVTY6+R2jVncvfdovD97DMlP/6YQ2GhxNChojBVp+8HhchgeOCCq5jYfyxelyguWyIxAIqtxQSlYHwlRlLEnhOtxMhO11LjEhOQLSDy/uLZSSx6S4z9Qal1oQokxyoxkrLD+6t2CDtJQa5OKDEMzZUYCxcqUangvPOaLRKqgaTqsJ1EfirfXhJDDve85poIISGphZ0omsSQO98Ace0kDp8Dk0kQEBCrxEhNhd/+FvZ8OYlqW314W3u9FoXaGz6P8TIxLLrY8xnUCSVHtx5+UlOh2xBBpClzfg6TENHjdCOOF2gQhb58retUOlQKFeW28vAcZBVMUxLDoDFEMjHUYl55eeBvyIooMRoLyM0L0Fa2nEqpYtWNq3jnonfC45GVGE0JkGRdMnZ/I1lZYK/KQGdujFmuUCgYkjOEAVkDmm33xdVfMOeSOa0PJoEEmuCee+5hzpw5TJw4kQMHDvDOc8+hbSr/SiCBo4wlxcXc+vnnnN+7N4s3bcIY/cc4gQQSSKAT8EvYTr74Yh5FRUXccMMNnb7vBDqGBIlxhOF2w9y5cO218MBdyVA8gSc/nhujxCguFk9zCwrENl27i/yGnbuDLSoxYoonXSMOrwOLBZCUmNMcMWOQlRjjRxtAGSQ5w95MibFvc+jgvT9FoZCaKTGysmBU/ijW/2EJCoVEH8M4AMYUjIGtl+B3G7jtNjjrLPjkEwWrV+dwwQVBFApBEmyzboIUYdk4dXAX0iyacEvR1kiMnbU7ATqkxMjJ0DdXYiTFKjF0usgT9BR9SoxyQKF1ItnTqaqKVWLI4/EFfWQaM+meb25RifHTTzBwYBOyKYQMYwYBQ0WYxMg0iWK9vSTG+ecLguGMMyJEhUxiaKTkmEyM8DmLDvZsYidxiUsRv1dIBmRFxR//CI6aVEp/jASU2Ru1aJPs4cI/XiaGRWfB6rKG2+d5teIiOnmkUHH0Giba0voz1zcjgMxaM25CbJRdnHP5HCoUCsw6c0zL3Y4qMdx16RElRmMBhYXt+wrMNGWGz2dKSsskhllrptHTGLb/GFLszfb1w+9+YPqo5k/Ke6f35vSi09s1ngQSAAgEAnz77bcA9OzZk0Vz5jCwb9/OP1DCSvLL41dkKbG6XExfuJBB2dm8s2EDOTk5bW+UQAIJJNAJ6GxS4+yzL6CkpIQVK1Z0wugSOBwkSIwjjC+/VFBfD1OnwmWXQVKyl/KlF7C7TigajBojxcUi7FIlajwyM5Sgq2fXTtqnxNA34PA5wqGQyenumDEMGABPPgm3XJ1DuiGd3Hx/rBJDpaNsaxG5+T5I3Udyqi9MYpSViWPJBWqmOZXUVAWN9aLgHVM4BjZOo8uQPRQVwYUXwvLlSmpqjEyeLIrYZF0yX+z+AmWGmHNRUaT4hfgkhkw67KoTGSJNlRgOB6TqMlHa82DTNWElhskE2clpYQtEpb0SvVofLnrleURnY1h0FjwBTzinRNLYsZV1AWIzMQB+rvpZnAdTJr0KU8CdikUdFXoQQnm5gpbC1zOMGXh1ZVRVRfI1oP0kxrBhojOJShUhKoKhtqSaQHJMJoaMmEyMJnYSp0OJRqnB4xZfBzKJMXgw9BpxAOu314UJCWejHn2SM7wvs1kQGHZ75JzmmfPwBDzhVqYOlWDMRowQzEdmth/9ldPwDXqtWZ5Isi6Zen+IObMLu4chkpkaVmDI/7aaieF3iUyZkBKjsBAaqlLDSgyFrQtd20liRCM1lXCwZ1OSSiZZ5EyRpBR3s+0TSKCzMHv2bPbv388555zDruXLGT18+NEeUgKdiV8JkfHnb76hyuHgo++++9W0VU0ggQSOTxwukTFmzGmoVGoWL17cSSNK4FCRIDGOMObOVXLyydCnjygOL7rED7vOZ0nxEiBiJ5GtJAA6tRbSdlO8R4kn4EGr0rZpJwkrMYC0DG/MGFQqeOghyErXUXp3KYN6pcUoMdSBZPYsG8Xo0wSrkJoeCJMY+/dDly6xc0pPj9hNRuaOhn2nMuyMEgAmTxavG40+Tj01QmIEpSBFPXyAaFlqNoui3esFn685iZFmSEOtVLOrNkRiNFFiANhtSpK2Tof57xJwmcLnKMOYEQ72rHRUkpOUE75xkkmM6OPJKgVZjRFUO7DuF1YVmcSQcys2V20GRHeJ3Gwh5TD7u9EUFRW0SGKkG9Lx6UuprpbCmRjQfhIjGjJR4ZDEG6IOmuPaSWIyMWQlRshO4nYp0Kl1YUVGNGkwZeoepNJRLPteFOPuRiP6ZFd4uXweAwEwGMT7XZRSBBAOS7Wrxb+yv1Cv1uPuOxtMtc3sJBN7TGRZ2SLxiy2X1BRi7B4yeSGTWrKSo0Ulhj+ixOjeHexWA36XjpL6EpS2QgoKOn5DLSsxrNb4dpJoJYYlzdts+wQS6Cx4PKIr0dSpU3nk2WeZeued/LR1a4f3I0kS78ydy+U338z9TzyBzd5cQdQWbE4n97/9Npc/8wzvLFkSJj47gp/27uXOf/2LqX/7Gz/t3dvh7SVJ4p0lS7j8mWe4/+23sTmdbW/UBJ01j6l/+1vnzGPTJmx9+3aY0LB5PNy/aBGXf/AB72zYcGjzqKhg6rx5TJ03j58qKjq8vSRJvL1+Pe///DOTL7+cXnKP8AQOCT9t3crUO+/kX//3f4f0fiaQQAKHh7Vr4ZNPthAI+Hn33Y/ZvHnz0R7SCQ1126skcDg45xwpnEkB0K+nEaUzh6/3fg1E7CRjxkTW0al1kLabkr398IxpTyaGUGJYLBKgID0r0OJ49Go9hYWwYUPktYqvr8TTaGbq9J+ZvwjSm5AYhYWx+8jIEG1XAZSuLJDgvBEDAVG4jx8fRKMpR6sVRICsArhkiomdOlFgyySGfK/clMRQKpRkm7JbVGKAsJRo6kW2QNleM1arOC+ZpkxqnbUEpSAV9oqwigJEu1S1ugmJESrwGzwNZCdlE1A34nOLjha5odgNlVJFpjEzRonhCGUzXtGtuTWgvFzBxInNXhbnz5gBpmrq6hTobHVhJUZj46GTGPUBwSyr/EmRYE91hI2Im4kRspOU1arQqeKTGGdN9PC8ysPylS5OH2/AYzdhSY6oC6LHKysxiixFAJTUlzAibwSOzGWcev+LnHrqHwFxDcpoaie5beRt/HPFe+wEsOeSlhdLMshkVlt2EoPaELaTaFUiHyBMFNZ3Y2ftLoINeWELV0eQmgoej1ApRZOP8riiSYy0dH/HD5BAAu1Enz59ANi9ezdfLl3K+s2bWfDll2xdupSClljUOJj9wQdcf9ddKEOJ0Ju3b+eL996LrDBiRJuWksueeYbFmzYB8GGoX/e0s85q9xhKa2q45623+DZ0U7jghx/Y+sorFGQ0V7q1OI9vvuH6v/89Mo99+/iig+3vOmMe4x54AFeIYOrUeQwbBuvXt28eH3zA4lDg1ochYmva0KHtn0dDA+PeeguXTzx8WLB9O1tvv52ClrreyNdHVBre7I0bueGTTwC45JJL2n3sBJqj9OBBxl14IS63m8fvuy+haEkggaOEQYPO4JlnvufVV2/l5JPH8uGH73P++ecf7WGdkEgoMY4wbrghyG9+E/k9KwuCzlR+OrgFAL06jhJDpYP0Xewv1rSYiaHXR4pNQ5Ifh9eBKUmQF9lZrY+poEB0J5EkoajY9/kVFJ3zBSm59QBkZEa6kxw40LoSQw7+HNQ9QhR8+mmAW2/dFP7dorOgU+n48w0jWLBAvNYWiQEihyJMYsRRYjQ0gFQrAj/27TKGz1GmMZOAFKDeXR9WYkTDaGxiJ2mixAioxb9duxLT5SUnKYctVeJ9SzekkxkiMXz2lJj9B4OtKzEyjBlgFCe4uiZIpikTt1ts05Qwags6lQ4FCup8ovsLfhNud6wSQ4EiTFyAyEBRKVRhO4nHpWpRiZGVlAHJB9hT4gvN1UySJaIuiCYxZJVLmiGNJG0SJfUlAJTZDzBuQlVYURFNYjRVYmhUGv52/lPiF3sOqamxN2pN7SQtBXvGKDHUESUGANbubD9QjeTXHTKJAbB3bwt2Eo+NrKwgID5LCSRwpJAX+pIZOnQowWCQQCCAzW5n1bp1HdrPwm++QalUEgwGCQaDfLV0KYFAEzK8aVT7iBHh1wKBAIs2bgxvr1QqWdjBHI0fduxgxdatBIJBAsEgNpeLVdu3d2wea9fGzmPDhubzaAWdMY9V27djd7mO3DzaocgIBIMs2rOHoCQRlCSUCgULd+3q2DxKS7F7vQQkiYAkYfN6WRXtQ127NvYnzus/lJYif4OffvrpHTp+ArFYtW4ddoeDQCCQIDASSOAoQf6z16/fWJ59diXjx5/B5ZdfQb0cypfAL4oEifELIysLkJTgEh5+V4MRmy2WxNCqhJ2kqkKLy6lAq2xOYoAooPR6SDJocfgcGJJEcZmX2/rbWlgoAkfr6kRWBigomvJeuGNKZoaiVTtJRkaExJCDP7MjHAYmE2i1wfDvUwdP5dXzX41RA5jNIteiMdS8oSUSQw7mbEmJ4awQVeienfqwEkO2Z1Q7qpspMUAU29HHkwvpBk8DHr+HoFrYaro1cYlkJ2Xj8rtI1aeiUWnCJIZ8rmQ0Nmrx+xVhFUdTCCWGYH/8tlQyjZns2iVIpY5m8ikUCowaIzXeg0AQT6OYWHQmRrIuOeamR6FQYNKawnYSj1uNTqXDHRJYRJMY6cZ0sOxn337xfvodyZgtEXVB9HmUiSGFQkFRShF7rXsJBAOU2cooSI6wBTFKjCaZGADn9Q099Qxqml3zYTtJiNTKNGXy1pS3mNJnSsx6ciZGdLBnTg7o9EGwdqdkv5jDoZAY8phcrpaDPS3p4ilsdubx+RW7fPlyJk+eTF5eHgqFggUy+xiFbdu2MWXKFCwWCyaTiZEjR7J///7w8h07djBu3DgKCgqYOXNmzLabNm1iypQpZGVlodfrKSoq4oorrqBKZkUTaBf27NkDwJAhQ2JeL+ogG1oU9UFQKpUU5OaikkOaoiHfwUUTGiNGoFKpyE9PDysHALplZzffvhV0y87GHXrqHx5XB/dRlBVh8JVKJQXp6fHn0QLizaN7B0Mo4435F5+HUkl+cjLKqO/9bvFSplsbQ9MvX6BI/uPbTmIno6GBJK0Wi05HcnJy2xscBbT1XSdJEo888gi5ubkYDAbOPvtsdjUhhFatWsWQIUMoKirizTffjFm2bNkyzjzzTNLS0jAajfTq1YvrrrsOr7dtq2F1QwOu0NOFjn6mE0gggfgop4Wb8w5gxAgYP97Ec8/9C5/Py3PPPdcJI0ugozg+77CPY8iFr+xFKD8gKsbYTAxhJwFwVeWh9Cfh9zcnMdLSIDlZBDU6vA50JlE4FeRqWh2DfL/60Ufw0ksw4DcLwFSN0yf8w9lZSqqrhUrCam2uDkhPj9hJoruXtIRR+aO4fuj1Ma/Jxa+8fUskBgglgZzjABESY98+cDckg8LPru2aiBIj1O2j2llNpb0yHBIqoymJIdtJ6t312Lw20IruLk1JDHk88v7NZtFStimJYbWKIr0lEiPdmB4mMbDnkGHMQH5QF1KHdwhGjZEqZyVoXLhtxvAcZRIjujOJjCRtUthO4nWrw0oMhULMSUaGMQMs+zlYKpxnAWcKltQIiRFPiQHQLaUbJQ0lVDmq8Af9FCZHLqLWlBggxqDXC79v0/vuppkYANcPvT7md/kYTp8Tf9AfVmIoFNCtmwTW7vit4po4HCUGxMnE0CZj89owpAh2Li+n9c/isQqHw8HgwYN55ZVX4i7fs2cP48ePp2/fvixdupSffvqJGTNmoNdH3tvp06dzzTXX8PHHH/Pxxx+zcuVKAKqrqznrrLNIS0vjq6++Ytu2bbz99tvk5eXhcDjiHi+B+MgKffHW1NSg0WjQarXMeuQRRjYhNdrCjLvuYsJpp6FQKMjPyWFek0KsVYQK2nkPPkh+WhpKpZIJQ4Yw44orOjSG4T17Muv669Gq1WjVamZdfz0jO5ihMOOKK7j+rLMY0q0bJ/fqxbwHH+zQ9tB8Hn++/PIObT+yV69OmceEIUPE+5GWdmjzuOIK8s1mlAoFE3r0YMapp3Zo+5H5+cyaMAGtSoVWpWLWhAmMLCjoUKea+3v0QCtJXHXSSR0d/i+Gtr7rnn32WV566SVee+01fvzxR0wmExMnTsTtjtgqb7zxRmbMmMGcOXP4f/buO6yppIsD8C8JJIHQO0hTAUHsgAK6CBZQVuy9YVnboi723ntbe9fPdW3ruq517YpdVFTsIioq0lF6h8z3R8iVQIAkdJn3eXg0N/fOnSGF3JMzZ1asWIHw/KJjr169QqdOneDo6IibN2/i+fPn2Lx5M7hcrkwZQlYjRsCiZUsQQuDUrBnWzp8PLpcLDpt+dKeo6sDAwAj+/vOwfPlyXLp0qaq7U+vQmhiVTHyxr5pTFxl4hYjPoivGghfMokwMUaQ/M8YMwgzRNxjSMjEyMwGusirSctKgrJoBQBvmdXgl9kEclJg4EXBwABr0uIywpCxm2VdjQyXEx4uyMIDSMzEEAsnpGbIQX/xG5RcJLimIoc5Tl8gkEAcxHj7MP7bBI7x+3QqqqqJMW3EmRmxarEzTScQZIkmZSUjJSgGUpQcxxBkd4hoWLJYoKHXtGjBggOj3AnwPYhQ3nUSTpwm2VgRY3CzkxTaCvkAf90JEwSE5pk1/H4+yKmJSYwClDKQlqTBjLJiJUZhAWcBMJ8nOVBZlLmSIsjAKZqoKlAVQ0o5C7Es+8oRCIF0bWtrfC4oVfNxUVb9vt9SyxNWwqwhPFn2Yk5aJwWFxJKa5FMTns5CZKWW6Rn4GRnHHiakoqTDTg8SZGABgVZ+NNyH1gWRTsDl5MDCQ/dtNsWKXOobouZqdl40DkXMB3lo4Name3z6WpnPnzujcuXOx98+ZMwfe3t5YvXo1s61+weI/ABISEuDg4IAmTZrAxMSESbe8c+cOkpKSsGfPHijlr3Nct25deHh4lP9AfnD6+VHxuLg43Dl1CgAksghkpa6mhvOHDiEvL0+ub/wLXtA6WVvj8//+J38bBUzp0QOTunUDoOA4VFWxZ8KEMvWhuozj/MKF0vsgY00Mpzp18HnyZOQJhQpf9E5xdcUkZ2cA+eOQc2pNaFoavubkoF81/paypPc6Qgg2bNiAuXPnolv+4/nnn3/C0NAQJ0+eRP/+/QGIAiEtWrSAgYEBtLW1kZK/9NqlS5dgZGRU5H2yU6dOMvcv7utXXL5xA57u7pgydiymjB2r6FApqtYrjyyMwvz95+LatfNYtGgROnbsSKd7VSIazq1k4iBGfa4L+Ep8fPnCgrq65IURj8MDBHEQaGQjJ7Ye8jJEF26F62lpa4u2CZRFmRhcQSrAyoWZkSpKYmgoKm7JZgN//gmocJWRnZeN9Jx0sMCCsaESMjOB169F+0sr7JmQIFqRIiZGciqJrOQKYnALfcvOF2ULiIMYK/xaISwMiIwU/R51VXTBAguhX0ORK8wtMp3ExASoU+f7bQ5bdDGdlJUkVyYGAEyeDFy8KAr0HDwo2vbtm+givbjfC4vFgr66NlRM3wJRLaCvqo83bxTLwgDygxhpokyMlETRBbuqqmjlG0ByZRKxgtNJcjOVmcKeBaeSiPuqaZiMpHgBImIyAKIE3QKrmZaYiZH4EeFJoiCGmWbRTAxtFe1i3+x5+XGHYjMxCj0nCuMr8ZGUlR/EUPoexKhXjwVOkhWQbAoNvTQoco1SsE+F+yf+XQdnnMahh/+ho8OPV41fKBTiv//+g42NDby8vGBgYIBWrVoVScNevHgxOnToAFVVVbDZbHjlV7o1MjJCbm4uTpw4QSvsl5GpqSl4PB7evHkDNput0AVzQYpetJdnG3Qc5dcHAGX+1l7RcRBCcDAiAioqKnApWLm8BgkLC0N0dDQ6dOjAbNPU1ESrVq1w7949Ztv8+fNhZ2cHTU1NODs7o2HDhgBE73VRUVG4efOmQufXzv8D6zVwoFy1XSiKKqoiAhiA6HPyhAmzcPfuXdy6datCzkFJR4MYlUxNTXSBZqnsBAOBAb58KZrSzlPiASzApG4K8mKtkZsmunArnInh5ga0bfv9gtTRKxTo2xs6gmKqh+fjcIAuXYDNm0U1GLgcLrLyspCRkwEVZRUYGIguLB8/FgU6CmcU6OqK6jckJFRSEINX9IJVUxMIDhb1rWVL0TZxTQwOmwMdFR28iHsh0Y7YsWPAkiWF2uNpIikzCclZyTJnYgCiIMbnz4CTE7B7t7gffOjrE4lpGYXpqeohyyAQiGoBXVVdhITIXw9DTFVZFXFpcYBSBhK/iT70qqp+DxZIy8RQ46oxQYzsDB4znaRwEAMA9I0zAMLG46eiObx6Ot/fNlRVv2duFMxusdSyRHpOOh5HPQZfiQ9dle+RD3G/pE0lYfbJn5Ugy3QSqccr8aVmYtSrBwi/WQBJ5tAzyiju8BKpqHyfclM4E6ND3Q7Y/vN2hIwPwcDGAxVqv7qLjY1FamoqVq5ciU6dOuHSpUvo0aMHevbsiRs3bjD7eXt7Iy4uDpGRkThx4gRzQebs7IzZs2dj4MCB0NPTQ+fOnbFmzRrEiOeWUTJTUlKClZUVXimwrGqZyfmtPPXd6fv3MXDtWvkPlDELozp4nJSEDWFh8PX1BY9XcnZodRWdv6ysYaEPOYaGhsx9gGg6ydevXxEXF4fNmzcz2/v06YMBAwagbdu2MDY2Ro8ePbBlyxYki4uBlSIhJQUt8qfi0IAvRVWdwvWLC+vQ4WfY2TXGihUrKq9TFA1iVDYWS5SN0UjQDoG/BCIiomgQQ7wkpKHFNyDeFjnpoqvDwkGMKVOAdevyMzFy0sBWiwfsTpX6LTUAnDgB/PKL6P88Dg/ZednIyM2AipIKU7fj0SNRkEC50LR+8ZSHr1/LJ4jBZn+/aC2ouEwMQBTEyMoCbGwAO7vv28W/Iz1VPWY51MI1MTQ0il6sa/G1RDUxslIArmjJlOIyMQwEkgVA9PSAjh2Bly/FwR0eSqsFp6uqixyDQNHjm8nFmzdlC2LkkTywuVn4+lUUURAIRMvUqiipSK2JIZ5Ooq8P5GaqQClPrdgghompqAbGk+D8FTd0v79tsFjfA1AFMzEstSwBALfDb8NUw1Qi40IcVJBW1FOsuCCGOHhR2nQSvhJfFJCCZCZG/foAyeUBkU4wNFZs+VMW6/vzrHAQQ0VZBWMdx5YYoKnphELR86Bbt26YNGkSmjVrhpkzZ6JLly7YsWOHxL48Ho+Z8lDQsmXLEB0djR07dsDe3h47duyAra0tXXNdTunp6Xj//j3sCr4JUtXe80+f0NjCoqq7UaGM89/Evb29q7gnlUMgEEC70B8sDoeDffv24cuXL1i9ejXq1KmD5cuXw97eHlHib3BKcGDaNGTmL9Wr16gRQvOXzKUoSj5lzcIovDhXYWw2G35+M3HhwgU8ePCgTOeiZEeDGFXAwAD4Gs+BkZoRvnyRnNoAfL/I0zGLAeJtkZ0qPYghJi7s+TDyIdS4ahIXbbLgcrjIys1Cek46VJVVmSDFo0fSl/wUTyeIjy97ECM6WnQRLG1WQWmZGIAoiKGu/r2f4t+RvkAfr+NE82EKTyeRRpOv+X06SYMz2Lg1XWLaBPA9GFIwE0OsUaPvQZ1v3/gwNi75WxM9VT3A+DFAOLhwQVREVdHpJAKu6PnB4WYzBVfFAQVVZVVocKXUxMh/zoinN7EyDIoNYliYid4mnj0V/WuoLxnVEgcxCh5bV1sUAbr/5b5EPQygnDIxSgnUqSirgED0GIiDgkCBArrxdgoV9RQT96twEKM20NPTg5KSEpMyLWZnZyexOklpdHV10adPH6xduxavX7+GiYkJ1iry7XQtduXKFWRmZuJnJ6fKPTHNwhB5/Ljojwzm9O2LWX36VHDnqpZ6fr2bmlys1yj/24jCWWIxMTHMfbKoU6cOhgwZgi1btuDly5fIzMwsEvCVpquzM/Zv3AgASEpOxpZ9++ToPUVR5am0QEa3bv1gY9MQs2bNoplTlYQW9qwC+vqAeCXBL1+AAtMtAYimQ7BZbKjXiQSy2yD6ozaUlaVfYAKib9UvRV3C1bCrWNtR/osAnlJ+Jkb+dBJxECM+Hmjfvuj+5ZGJIb7wjYqSPpUEKD0TAxAFMQCgYUMgPPz7xaWeqh6y8rKgqqxa6rf2QP50kqz86SSCePiNLRoIMlE3EdUMUS8a0W3USPTvy5csJCTwSw1I6KnoAfpnwOLk4PBhUVCgLJkYAKDEy0V8foZrwSBGcauTxKbFMkEMkqpfbBDDVF8LLNUEvHouCgYY6UvOk1FXBxITRRk1Ylp8LeZ3WnBlEkCyJkZxSgtiyJKJIVZwOoml5fd9LM0Vf/vT0hJNKSnuNfkj43K5cHJyQkhIiMT2t2/fwkLBb5e5XC7q169foy94qsLt27dhZmICm0JFValKUFzA4vFjUYXpWi41V5TpxpeWZllD1K1bF0ZGRrh69SqzjHFycjLu37+PcePGKdSmtrY2jI2NZX6vc2zaFLHPnyP+2zfUpcusUtWMOMPBGCVnFlVUPYrSzluZOBwOZs5cjhEjuuPKlSvo2LFjVXfph0eDGFXAwAB4/15UGDMqSvoyjzwODyrGHwEAoc90oaUlPVsBEAUxEjMT4VXfC5NcJsndH3FNDHEmBo8nmnKRnFx0ZRLg+7fPsbGiH0WCGKqqooveqCgUO/VCjasGgbKg1EwMQBTEuHixQCZGfraEocBQpkrBmnxNxKTGICUrBQJlATjsogXVdFR0cM33GlzNXIvcV7eu6ML75UsWvn3jw8io5CisrqouoJQDDbNP+O8/KygpFZ2+IitxEEOZl4uM/KXnxUGMLd5bYKdXNNVcPJ1E/NjlpegVG8QwFBiCaHzCh7dNAFYu9LUlP5SqqUlfnaaudl0ERwcXm4mh0HSS/ICWLDUxxApmJqmqAgKdJKR904SVpeIfrrW1Ra+DH7UIdWpqKt69e8fcDgsLQ3BwMHR0dGBubo5p06ahX79+cHNzg4eHBy5cuIAzZ87g+vXrpbZ99uxZ/PXXX+jfvz9sbGxACMGZM2dw7tw57KPfNMrleVAQGlfFVBJHx9qdjVFaxoX4/loczPiQLlqy3VrO5WUrW2nvdf7+/li6dCmsra1Rt25dzJs3DyYmJujevXupbe/cuRPBwcHo0aMH6tevj8zMTPz55594+fKlRO2M0ujr6kK/cGooRVWhwkGJigpSyNqPkoIZldk3L6+ucHR0xZQpMxEc3L7MxZ2pktEgRhUwMADu3RNlMeTlFZ1OAoguvDg6nwF2Nt4+04KZlH3ETNRNYKRmhP3d94PNkv8FU7gmBiDKFklOlj6dRElJFCx49w7IzVUsiCGupZCcDFhZFb+fkZqR1OkQ0oIYwPeLXnEQo3BRz+Jo8bTw9utbpGSnlHiB7G7pLnU7hyPqw4sXLCQk8IpdXlVMvAysoXUk3n60gq1t0dojslJVEkUsuLw8pi/iwpNdG3SVeowmTxOJmYlM/ZO8FN3igxhqhoDmJ+RGNwNU46HGk4xYqKtL1sMQs9SyRHB0cLGZGIpMJ7HWtYaRmhFM1Ev+BReXiQEAuiaiIEaDenKuC1yAltaPPZUkKChIYsnTyZMnAwB8fX3xxx9/oEePHtixYwdWrFiBiRMnokGDBjh+/DjatGlTatsNGzaEqqoqpkyZgvDwcPB4PFhbW2PPnj0YMmRIhY3phxMVhciYGLQu61SSkoIRpeXP1kbyFNeUtm9ZAhstWlRtcU85gldRmZkAAGPjqrm4kVVp73XTp09HWloaRo8ejcTERLRp0wYXLlyQKcOkZcuWuH37NsaOHYvIyEioqanB3t4eJ0+eRNu2bStsTBSlKGkX/IUDBFUVsChJdekTi8XC3Lmr0b17G6xevRMzZyqWsUXJhgYxqoB4OsmXL6Lb0jIxuBwuUnMTAd1QZMbZF1sPAwCmt56O8S3Hl/rtdHF4Sjxk5WaJghjK34MY799Lz8QARFNKXr4U/V+RIAYguvhNTi5+OgkAbPt5G8w1i3ZCU1N0sS7OXujaVdRf8e+SCRKoydY5Tb7ooj45K1nqah6yaNQIuH2bhdxcNoyMSi4aKe6fhe1XvL2seD0M4HsmBo8vKrhYcMWQ4hgIDBCXFgcuF+CoJiMnRRsZGdKDEYYCQ0AzWHRD5RsEypJ/LIrNxNASPTgFl1cFZMvEKG6J1Yb6DRE1pfT0QXEwDkCRGjHWVhx8flG26SSdO5ccfKvp3N3dS53TOWLECIwYMULutuvVq4ddu3Yp2jUqX/zXr4jL/1FIbc6kqEoFgxCKBDSqOpAhI2H+v9X9m8jS3utYLBYWL16MxYsXy9128+bNceDAgbJ0j6IqTXGBgOoSIKgpWrZsjcGDR2Pp0ukYNKgLzOg0sApTvf+6/KAMDICkJEBcaLq46STJWcmAnqg4ZUlBDA6bo3AAAxAFTLLzspnpJACYb+iLC2Lo6gLiVf3KEsQASg5ieNb3hK1e0WIRzZuLaomIMw4MDIAVK77XZdAXfJ9OIgvxEqspWSkyre4iTaNGwLt3ouiBrJkYto1F82IVrYcBfA9i8FVEH8SkBSIKMxAYIC0nDek56eCofUVOshYyMkpYJUYzv2CjyjfmfGIlZWIAKDKdhKfEg4qSSolZMny+KONHWnBEFiVlYrRpWgdsdvHTmGQxdGjRZXopqrLk5eXBe8gQZGZl4VdfX/kOLm2tOFnRLI2yU6AoaJVzdJTpsbfMT+u7c+dORfeIoiiqWpk7dzXS0lLpkqsVjGZiVAFxgCA4WPSNs7SpjlwOV7RSht4bACUHMcqKx+GBgCA5K5mZhiHuY3EBRD09QLyKkKJBDHHwoqQgRnF8fUU/xREHCWSdTiJenSQ5W/FMDHv77/8vtSaGiuhBb9xYlFVSloxwcVBBhS97EEMc5IlLiwNbPQ5ZyVpQKnE6iSiIwVJNgDJHct5Lly7fs4oKcjB2gDpXncnIEGOz2AgaHYT62sUXI+TzRVkYitacKK4mBgAMGSIKeik6fYeiqtq5c+fwMDgYd0+fhosswQRFgxZBQTRYIQtxRkVZAxGFj6/ONTUKPi+kPL8ctbTg7u6OqVOnwsvLC0pK9OMmRVVXNNuifGloaMLcvC4+fvxY1V35odG/KlVAvCLE48eiehjSLtR4SvmZGPqlZ2KUlXgJysTMRFhoilYX0NMTXdAWV0tKVxcgRHSxqa5gEogsmRiKKljYUxaaPE3kCnMRkxqjcFaLeIUSoPRv+cXBFXM9fXz+rPjvEPgexBAHL2TJXjAQiJ6EsWmxgCAOGYkNwM6SHsRQ56qDqxODbABKgpQi9w8aJPo3J0dye2vz1vg6/WuRoAcgmhZSEnEQQ1HiaVFA0UyM+vWBX39VvG2Kqmr37t2DiY4OnAmRK0CRl5cHDqdo0WJZCYWiSQJlmSJQ1j6URxvlMg6hEBw2WzLQIOdUD6aN4pTSVrmOowzymjcv8niwg4Kw2toaLrduoV+/fvj777/L/LhTxQt89Ai/79qFpdOn09WKKJnR4IX8CCEyLRgwePAYrFkzD4GBgXB2dq6EntU+dDpJFRAHMZ48kT6VBBBdeKVkVVImRv431YmZiUwtgT59gEWLiv8mXLzMqqGh4t+WV2QQQxwkqKNRQkXUAsRFJr8kf1F4OomZGaCuTqCunsXUdCiOhZYFLg6+iA71OkBDo2yrXHwPYrDz/y39GMkgRgwyktSKLezJYrGgb5wBAOCqpcrVN2kBDFn06AEouIIdgJIzMSiqpsvIyICmQCDTBykAeBgaCtPhw6Hcsyc6LViA1IwMuc+5dvt2qNSrB5V69bBTgXn+Kenp6LRgAZR79oTZiBF4GBoqdxvlMo4TJ6DSuzdUevfGuhMn5D4+xdYWnQ4cgPLixTDbskWxcUREoMWOHWi/fz98//0XqVlZcrex9s4dqCxbBpVly7Du7l25j0/Jyvo+jt9/x8OICLnbeBgRAdN166C8ZAk6HTggOQ5HRzjVqYN/+/TByZMnsXHjRrnbp2R3MzAQx86cQRd5p5dRtVIUjGtdACM4+CE6dGiGkJCXCrexfftadOkiW0BixIjxaNLEEW3btsW2bduYoDNVfmgQowqIp2rEx0tfmQQoMJ1ENwRA5WViiC+IHR2BadOKP0acoaHoVBKgYoMYdTTq4OLgi/C29pZpf02+aLmTL8lfFJ5OwmIB9vYE2tqyfSD1rO8pdSlXeYkfMzVVUVuyBDHE023i0uMgVIlBWoKg2CAGAJiYsAF2Dnhqsq1tX1adOgH+/oofXzCIIX5+U9SPQl9fH7GJiTLv32P5ckQnJIAQgstPn2LJ0aNyne/BkyeYtmQJsrOzkZ2djb1HjuBhcLBcbSw5ehSXnz4FIQSR376hlwJzhcs8jrdvMW3fPmTn5iI7NxdT9+2TOwix5OhRXA4LAwEUH8dff+FZTAxufPqEg8+fY8Xt23Id/+DLF0y7fBnZeXnIzsvDxsBAPJA2p68ES27cwOUPH0TjSElBLzl/l4BoHNGpqSAALn/4gCU3bxbZp6utLUa3aIFly5YhKSlJ7nNQsjHK/3Ys9MMHxMbHV+i5cnNLLlxOVW81MXjx8uVTiQK8Dx7IX2tn5MgeCAl5gT592mH//u1YunSGXMc/efIAS5ZMQ07htONiqKoK8M8/ARgwYCT8/Pzg5OSKJ0+eyN1vqng0iFEFVFW/p/wXm4khnk7CS8OUGRnwlu1aXCHidPukzCSJNPySFMzEUFRFBjEAUZBAiS3bjClNniiIkZGboXAmBgD06kXg6Bij8PGKYIIYAtmDGFwOF1p8LcSmxSJPEInUBFWkpxcfxDBS1we8JsGg1fVy6nXFEgcxlNhKCi07TFHVVVJSEi5fvgxjGdf4zcvLQ+S3b8gr8C1QWIx871GfCl0gJyYn42N4uFxtfIyNZf4vFArx5etX5OXlyXx8uYyjQB+YfsnZRpnHIRQiMiUFeQU+kIfKucLMpwLBAB0VFXA5HIltsvhYIAgmJARfkpMlfrelkTaOsIQEqfvOc3NDRnIy1q5dK1cfKdn19fHBspkzAQAT5swp92998/LycP3uXQydOBFmjo44/t9/5do+VTlqYgADADZtWobly2eBEIJ//jmAnj3d5P77weXy4eDggvj4WMyZMx7h4WFy9SEmJlLeboPH42HFim34998bSEtLhaOjI3777Td8VXRVMUoC/XRfRcRTSkqaTpKekw4AWLRYiGbNKq4v4m+qCYjE0pQlqQlBDHmIMzEAlGmll99+E2Lo0Ffl0SWZCbiiiJiGQDR1Q9YVPQwEBohJjUGeSiSEeRwkJBQfxDAUGAKttkLXLK48ulzhxM/jwvUwKKqm8/Pzw8PAQKweNkym/TkcDjybNQObzQabzYZQKIS3nMU6XRwcoK6mBg6HAw6Hg6/fvsHFwUGuNrwdHSEUCpl+eEmpo1Dh47C1hbqKCjhsNjhsNtRVVOAi59JQZR4Hmw3P+vXBZrHAZrEgJATe1tbyjcPUFOpcLupra0Ody0VsWhpcivswUdw4rK0hJITph5eVlVy1MeQZh4mGBia2aoXfV61CdHS0XP2kZMPn8zGge3cAwN9nzuC1AtOcipObm4u6rVrBo3dvHPjnH6Slp8NQ/CGQoipBu3be2Lp1FXx9u2LSpOFo29ZT7r8fdetaISjoLpyd20IoFKJdO/m+HW7SxBEaGloK1SBydnbDpUtPMGfOKuzZsxeWlnUxadI8JBQT+KVkQwt7VhF9fSAsrPggRsEU+Iqe01+w/cLLZxanPKaTlGV1kvImzsQAoPB0kqoifsw01ERBDFkyMQBR8dOIlAhA8P2bxWKDGGqiB1ocMKnuxJkYtB4G9SP5/Pkz/jpyBKuHDUNnOYII/8yciSVHjyIsJgbejo7wbddOrvOampjg9smTWLtjBwBg6tixMDUxASJl/2ZKfM5zQUGoa2iIef36ydUHoBzGoaeH2ytXYu3JkwCAqd27w1TOi7FyGUffvlhy8ybCEhLgbW0NXzm/pTDV1MSdESOwITAQOUIhprq6wlRTs/QDCxCf81xoKOpqa2Oem5tcxwPyjWNGmzbY++QJxrdrh39eVW6gv7aoa26OB+fOISk5GfYNGpRLmzcDA/Hk+XOkpYu+VHN3dcW0cePQplWrcmmfomTRt6+o1su1a+cwZswUTJo0T+42du/+B+vXL0FUVAQ2bTqAXr0GyXW8iYkp/v33Bs6ePSb3uQFAWVkZ48ZNRZ8+Q7Ft2xrs2LEOe/duwuzZszBjxgyZa1xR39EgRhURZ2IUVxNDfPHFAgscVsVW9C4YMPmRppPIQ52nDhZYICBlmk5SFcRBDE010eMoaxDDQGCA8ORwQPB9/myx00nyC6XKGuSqakwQg2ZiUD+QdePHQ1lJCUPlvHhXU1HBKhkzN4rTpGFD/Llpk+RGR0eZV0dhsVgY1r49hrVvr3AfymUcdeviz0mTFD6+xHHIuDKJGo+HVR07KtwHAGhsZIS9+d+8K4LFYmFY8+YY1ry5wm3IMw5tFRUscnfHxPPnETttGgzWrFH4vOVlxYoV+Pfff/HmzRuoqKjA1dUVq1atQoMCAYDMzExMmTIFf/31F7KysuDl5YVt27bBsMCHn9OnT2Pq1KlgsVhYt24dunTpwtx34sQJrFq1Cq9fv4ZQKIS5uTk6duyIDRs2VMiYnMoxbffAP/9g6MSJzO3Vc+diGl3ai6oCLBYL/foNQ79+wxRuQyBQw9y5q8rUj4YNm6BhwyZlakNPzwDz56/B2LFTsG7dQsyaNQt2dnbo1q1bmdqtjeh0kipS2nQScWCBp8Sr8OhcwQs9WS9SSwvCyKI6BTHYLDaTgVHTMjHs9OzwS/NfYGdsCUDOIEZSOCD4Pie8xOkkAATKNBODoqrC1KlTsenMGczv1w96GjXrParWKLjcKlVEv0aNoMzhYI8cy9BWpBs3bsDPzw+BgYG4fPkycnJy4OnpibS07wWsJ02ahDNnzuDYsWO4ceMGIiMj0bNnT+b+rKws+Pn5Ydu2bdiyZQvGjRuH7OxsAMDVq1fRr18/9OrVCw8ePMCjR4+wbNkymQsDVrUXb95ASUkJjk2bAgBMjWtmPQXqO2NEVXUXqHwGBkZYvHgjnJxao3v37ujXrx+yFFipqjajmRhVRF8f4HAAIyPp94sDC5XxTbJEJoaMNTH09YFr14A2bRQ/b3UKYgCiuhhJWUllqolRFQRcAXZ33Y3r1/Nvyxhn0FfVR2RKJMDPg5KyELk57NKnk9SQIAaXwwULLJqJQf0Q7t69i3Xr1mFu376Y2bt3VXdHkhzZGFTtpquqiuHNmmHl7dsY+PEjLC0tq7Q/Fy5ckLj9xx9/wMDAAI8ePYKbmxuSkpKwd+9eHD58GO3ys5/27dsHOzs7BAYGwtnZGVlZWeBwOGiWnwGhpKSErKwscLlcnDlzBq1bt8a0Aku92djYoHsZMmgqk9+wYUjPyMDniAismjMHfXx8qrpLVDkwRlSNLfD5o+HxeDhx4ib++msfpk79BYMHD4YPfZ3JjGZiFPLx40eMHDkSdevWhYqKCurXr48FCxYwkfXy0r49MHCgKJAhDRPEqIRvkhWpiQEAHh6AsrLi5612QYz8uhg1bTqJmDgAIU8mRh7JA1iAlm62RBuFiTMxasp0EhaLBb4Sn2ZiUD+ENWvWoHHjxlg4YED1nDcrZ4HNHxrNxijRig4doKOiAl9fX4klE6sD8RKwOvkr/zx69Ag5OTno0KEDs4+trS3Mzc1x7949AICGhgaGDx8OY2NjmJiYYNy4cVDP/3BjZGSEly9f4sWLF5U8kvJhbmqKzcuW4dQff2C6nx+UlOj3nj8KY0QxP1TVYrPZGDBgBFRUVBFajgV5awMaxCjkzZs3EAqF2LlzJ16+fIn169djx44dmD17drmep2NH4M8/i7+fmU5SCd8kFzyHrDUxyoOlJcDjAdUlQ1G8QklNm04ipkgQQ0xHL1eijcJqWmFPQDSlpGCWEUXVVOHh4Wihry9XNfZK5+hIgxk/ihYtKiwYo8nnY+vPP+PmzZu4ePFihZxDEUKhEP7+/mjdujUaNWoEAIiOjgaXy4WWlpbEvoaGhhKrrCxYsADx8fH4+vUrpk+fzmyfMGECnJyc0LhxY1haWqJ///743//+V+aUcUII4uRc2peiikODGVWPxWKhbl1rvH37tqq7UqPQsGohnTp1QqdOnZjb9erVQ0hICLZv317iGudZWVkSf5iSk5MBADk5OQrNf1Rmi1IceBxehc+fZAm/f7OnDOUyn098fGntWFsDcXEAnw9UhymiGlxR8ILP5iv8O5B17BVB9CWJMni8XOTklP4Nlw5P5/v/dXPz28iR+lioslXB4/DA5xT/u6nKsUvDV+KDy+ZWSn8qYuzV5fdIVZ2srCycP38ekWFhMJVzGU6qCrVoIXORz2pDWtBCvK2cx+JtbY32detiSK9eePDiBXTLtXXF+Pn54cWLF7h9+7ZCx2tKWR1GIBDgv//+w/v37xEQEIDAwEBMmTIFGzduxL1796Aq6zcOhew8cADjZs5EPQsL7Fq9Gu1/+kmhdiiqIHEgg041qRoGBkaIi4ur6m7UKDSIIYOkpCQmvbA4K1aswKJFi4psDwgIUOgP1efIzwCA7IxsnDt3Tu7j5ZEl/B58eXT/Eb49+1Yu7V6+fLlc2qksaV9FxbwCbwTihVLZ0j+rYuzx8XwAXnj7NhjnzkWUuv+njE/M//OEUQC08PDhTURGpkrdf7zpeBjFGpX6fKwuj7swW4iUxJQKf/0UVJ5jT89f0o6qnUJDQ+Hl5YWwsDA0rVsXM3v1quouUfKoCYEMWbMtyjmYwWKxcLRPHzju2oXRHTrg+L595dKuosaPH4+zZ8/i5s2bMC1Qbd3IyAjZ2dlITEyUyMaIiYmBUXEFzaSoX78+6tevj19++QVz5syBjY0Njh49iuHDhyvUX4cmotURPnz6hA79+mHpjBmYPXFi9ZxqRklVMFBQ3bIgCveHBjUqh6qqQKKoMFU6GsQoxbt377B58+YSszAAYNasWZg8eTJzOzk5GWZmZvDw8ICurvzfMzy69QjHY49DV0sX3t7ech8vj1xhLvBM9P+O7h1ho2tTpvZycnJw+fJldOzYEcplKZpRyS5cuIAbCTfQs0tPKLEVe2lU5dgzMoClSwn69m2K5s2blrp/bFosfgv5DQDQqJE+Ht4CvLzcYG4ufX9vlPw8rG6Pu84XHdTRrFPhrx+gYsYuzuaqbLIsOyhGCIG3tzcuXLiAEydOSBSsq07LDtYE+/fvh0AgQO/8wp2dO3cGOyMDzzZtQuOqLIAYFCT7NBFa4FNSdQ1kKDpVpOBxZRyXrqoqlrdvj4HHj+NTgakZlYkQggkTJuDEiRO4fv066tatK3G/g4MDlJWVcfXqVfTKDyKGhITg8+fPcHFxUeiclpaWUFVVLdPFilOzZvhjwwYM8/cHAMxdtQpPXrzA3nXroElXLqr2qnMAQxqaoVE5BAI1REXFVnU3apRaE8SYOXMmVq0qeX3g169fw9bWlrkdERGBTp06oU+fPhg1alSJx/J4PPB4RetXKCsrK3RRo8oVZW/wlfgVfkGoDGWwWWwIiRCaqprldj5Fx15VtFW1oaKkAhVe2euCVMXYlZWBsDAAkO28RhpGYIEFAgIjY9Fcew0N5TIVaxX1o3o87irKKuArV/zrp6DyHHtV/Q7Fyw46OTkhNzcXs2fPhqenJ169egVBoaVvNmzYIPXbP/Gyg/v27QMhBCNGjICnpye4XC6z7OCyZcvQtWtXsFgsvHr1qtpk8FSGx48fY9++fbhw4QLevXsncZ+joyPS09Px/v17LB44sGoDGLKiwYviVbdARnnVupDWjpzjjEkVZf3FJyaWQ4fk5+fnh8OHD+PUqVNQV1dn6lxoampCRUUFmpqaGDlyJCZPngwdHR1oaGhgwoQJcHFxgbOzc6ntL1y4EOnp6fD29oaFhQUSExOxadMm5OTkoGPHjmXqu2/fvlBSUsLIKVOQlZWF4//9h2evX+P8wYOoXxPeM2qpmhwIoKuaVKzMzIxq8dm5Jqk1QYwpU6Zg2LBhJe5Tr1495v+RkZHw8PCAq6srdu3aVcG9K4op7FlJqytwOVxk5mbKvMTqj6iFcQu0Nm9d1d2oNBw2B7qquohPj4dZHTbYbNmXZ60J+Ep8usSqAkpbdlAsODgY69atQ1BQEIwLVef9kZcdLKunT5/CwcGhyHYrKyvo6+ujYcOGUI+Lg3eDBphQIHulWqLBC9lUt0BGRZFznMn5dcQa1a9fUT0q0fbt2wEA7u7uEtv37dvHfF5cv3492Gw2evXqhaysLHh5eWHbtm0ytd+2bVts3boVQ4cORUxMDLS1tdG8eXNcunRJamabvAb17Ak7KyuMnDIFwS9fIvTDBwzz98etkyfL3HalKO79gxYIrrZoIKPifPz4Hs7ORT8bUMWrNUEMfX196Ovry7RvREQEPDw84ODggH379oHNrvxFXJglVivpIozH4SEzN7PGLKFZEXo37I3eDXtXdTcqlYHAAPHp8ejZi8DeSvaVTWqCgY0GQkel5Fo2VOkKLzsIiOp1DBw4EFu3bpU6N7zgsoMsFgtLly6VWHbw8OHDePHiBbMKwI8uIyMDMbNmYcnNm/jz6VMAwNCmTdGqTh30sbeHvkBQvZfmLDylpKKCF4UvXn6kIEkFFcmsduQYZ9P8946klJSK7FGxZFnilc/nY+vWrdi6davc7Xt4eMDDw0ORrsmsRZMmeHj+PPb//TfOXrmCaePGSe4g7TVU1UGC0l7X8kxhoyodnV5S/ggh+PjxHQYP7lfVXalRak0QQ1YRERFwd3eHhYUF1q5dK1EpVp5CTmUlzsSorCUixefhK/Er5XxU9WAgMMCruFfQFPBR4Ev2H4JfS7+q7kKNJ23ZQQCYNGkSXF1d0a1bt2KPXbBgAfz9/cFms5kABiBadvDWrVto3LgxLCws4OzsDE9PTwwaNEjqlLyaLCIiAuvWrcPObduQnv+tc8s6dXB7xAgoF1gu9aG6Oj7evg0XW1uY6unJfZ6snBxcevIEAODZrBl4XPn/bnyJj8e9N29gaWgIJ2krocgQUHgYGoqPMTGKjcPREVlZWbh04wYAwLNtW/AcHeUOZJQ6jgLnK87DI0cUHwcKPR7Nm4NXMEVYxmyFL0lJuPflCyy1tOBUp47cfQCAhxER+JiYCBdTU5iKV894/FjmgFmJ4yhN/jjDExMRGBEhdRwa+a/3lIwM2dutxbKzs3Hx+nUA+a8PHg8ICoISgJE2Nhhpk1/PrITXzJf4eNzbsAF1PTzg2LT02lnSPHzyBBHR0XBs2hSmJibyHRwUVLbnVb4vkZG49+gRLM3M4JSf8VfT1IR6GCUpLSuj4PgqI+CRlZWFGzcuAQDatvVU6PNEZmYmAgIuwMTEFE2bKhZICw5+iPDwj3BwcIGJiWnpBwD49i0eKSnJsLKyUuictRUNYhRy+fJlvHv3Du/evZOoUg3IFrUvL+JpJJU1nYSnxANfiU+rW9cy+qqi7KTKCpZRNYu0ZQdPnz6Na9eu4Un+h9CSVOayg9VJTk4OZs+ejU2bNkFVWRmTu3WDWXo6lt68iUGNG0sEMNbeuYNp+fVA1FVUcHvlSjQpVGCwJFk5OWg3Zw7uvnkDABjUti3+N3EiuHJcGDwLC0PrmTORmn8xuXb4cEzp0UPm4wFg7YkTmJa/yoRC48jKQrs+fXA3/wLM1dERAf/8A3nemWQeRwkBjLXbt2PakiWKjyM7G+3mzmUeD1dbWwQsWyb5eJQSyHgWHY3W//sfUrOzRX3y9MQUV1eZ+wAUel5xubg9YgSayPFFTOHnldRxlOJZdDRc9+6FkZoa3ickFBlHnlAIAGDTzx2lIoTg5yFDcOXWLQDA4F69sHfgQMVf56tXY8eqVRgzZIhc/Vi7fTvmrFqFDj/9hI1792LTkiVobGcn8/EyP69KyMZ49uoVBvr5ITsnByAEE0aMwISRI+UaR1URX/jX9ACGmLRAhbSxVXRAIysrC336tENQ0F0AgKOjK/75JwBcOQL6cXExWLFiNj5+fIfAwJuYP38txo6dIlc/tm9fiyVLRFNl1dTUcfLkbTRs2KTU4z58CAUgWsmIkl3lz5Oo5oYNGwZCiNSfylTZ00m4HG6tnkpSWxkIDKDMFhV2paiCxMsOBgQESAR0r127hvfv30NLSwtKSkpQUhLFwnv16lVkbnlJxEsO7tmzB48fP8arV69w9OjR8h5GpYvavx/dXFywYf16zO3dG5/27sWSwYMx2tERnydPxsQCBQGFQiHmBAQwt9OzsrBWzvnsl548YS4IAOBNRAQuyhBgKmjtyZPIyPq+1PbsAwcgzL/AlIVQKMScAweY2wqN48YNJoABAHeDgphvnWVVHuPYUXAc2dlyj+Pqs2cSj8fdN2+kPx4lZEOsvXsXGTk5zO3ZV6/KPY7ZV68yt9NzcrD27t3vOzx+XGo2SOHnVbHjKMHau3eRmZsLw/xiS4XHYW9gADaLhRuPHsnVbm106cYNJoABAG9CQ8v8Oj90/Lh8z6sHDzBnxQpkZ2fjW2Iibt2/jzX5dUVkJdfzqpiMkrU7duDNu3cI/fABoWFhmLpkiVzjqGo/SgCjMGNEyTQ2WfeTx40blxAb+73NoKC7uH79olxtaGpqY9WqHbCysoWFRT0cPLhTrms/oVCIVavmMLczMtKxY0fJK1uKvX8fAhaLBeuSsgepImgmRjXFFPasxJoYtbmoZ21lIDCotGwfqmYobdnBmTNn4pdffpHY1rhxY6xfvx4+Pj4KnbM8lh2saoQQbBs3DnMOHABXWRmn585F54IFPKXVCpByIatVxkyUL/HxUCqQ6VFjFFqlpcKUMtderfDvX84l0vOEQrS2s8P9t2+Rm5dX8s7FZGSocbloY26OjNxchH79qlCmQrXIqsz/3d398gXOpqb4VmjaiLG6OrrY2OD3Q4eqonc1SnZ+Vo5YemZmmdsMj5LjQrJwQCF/ZRm5KFLj5keqi0NJKO/aGkpKSrCxaQgul4uFC9cjNVW+WjvirI0lSzahbl0+NDW15HofZbPZMDY2xadPH5htysqyZYK8e/cGdeqY/xCZqJWJfv1aTVX2dBKaiVE7DWw8EOs811V1N6hqxM/PDwcPHsThw4eZZQejo6ORkX8BYmRkhEaNGkn8AIC5uXmRgIc0CxcuxPTp03H9+nWEhYXhyZMnGDFiRLksO1hVvn79iiEeHhi/cye6ODnh9datkgGMglq0YH7YbDaW56dzC3g8eDRpgpFy/g48mzeHa4GlwesbGaF9k9LTVwua2r07VAvMH14+ZIhcBa0LjgMAVHk8TJVztRnP5s3hWiDA4OroCC85MnuA8hnHkN69mWXuVFVUMHXsWLn64Nm8OQghaGhmBm01Nbja2sKrefPiD5ASyBrr6IjHUVF4EBGBhMxMzPrpJ/kfj/btmduqysqYKud0lMLPq1LHIcXU7t2hyhfV2Qr88gWj8p/zBU1v3Rqf5LmYrqU827aVeH0YGxrCq1AwuTSFXx/jhw+X7XmVH0go8jrnchV6fZT5efXTT1BV+f6l2/JBg8B+/FjUT/EPVWOIMzPKkp3Rtq0ndHT0kZSUgO3bj8LV1R2enop9qSJ+/586dbHcx1648AgmJmYAAG1tXSxevEGm496/D4GVlW3pO1ISWKSy50nUEsnJydDU1ER8fDx05fwmBwCufriKDgc6wL+VP9Z3Wl8BPZTUak8rZOZm4unYp2VuKycnB+fOnYO3t3etW/OYjp2OvbzGLn4PSUpKgoaGRrm0KYvivnkouOygtGNOnDgh0zKpAQEB2Lp1Kx48eCCx7OCcOXPQpk2bEo9lfic3bkCjGlSizcjIgKWlJWJjYwEAxjo6iPzjD7nbCQoNxae4OLSysVGokGR2Tg6Tku3VvLlc8+TFZC6IWYIyFfZE/jjyV6rwcncXfTNWnoU9ZVzxIOjpU4R9/gwXB4fvhQvl6If48WCxWPBs1kz2x6NAVkaFFfYsqJQCn+X6vEpIkDqOV7GxsM9fsrSy3+uqK+Z97vhxaLi4MNvFhT2VlZTQrk2b8nl9yPKaKHSOh6GhiPj6FY5WVtJf59LaLNBGpb1f0RVOfljSsjeys7PBYrHK5TNYcPBDNGvmpNCxeXl5OHfuX3h79wRHxqxId3d7tGnTHnv3blLonNIk37wJzbZtf+j3VTqdpJpippNUVmFPDo/WRaAoSqH6P/IcUxnLDlYWDofDBDAAIHTHDoXacbS2hmMZ5sJylZXh07KlwscDgKmeHvqUEkQqjZO1tcIBECB/HDo6Zbr4KI9xODZtWnTlBjlWSlH48Sgw5chUUxN9pAUe5OBUp47CARCggp5XhabPGOTXy6BKx+Vy4ePpWaY2ijwepS1nKuU5X+rrvJQlmavL+xVVc0krFCqeDlJSRoesU1cUDWAAos8FPj595DomNjYKRkaKv1fXVjSIUU0x00kqsbCnEps+HSiKomTF5XJhYGCA2NhYpB07JpGqTcmpuAupUr7VLVPb8lJgyVeFyLgEao1UaGwaOTnQVFNDkiI1FqjyUVwgoyzPdXGbdGoHVcHkmYZS3nU4ykNWVhYSExNgYCD76lGUCL1qraYqOxODr8SvlPNQFEX9KOLi4hAbGwtNVVUawFCUIgGGqkwTpxdm5YqrrIymNja4WcpqKVQxyuv5KG6jPF9bVf06KS3LhKq1xEvdVgdxcTEAgAYNDKu4JzUPDWJUU5W9xOr01tPBQjWoZk5RFFVDiOeZ6qirV3FPaqCafHFBAxnlqqubGw1i1Dbi1z99HVG13IMHoqWT69evX8U9qXloEYRqSpyBIc7IqGhuFm74yeKnSjkXRVHUj4DH48Hc3Bxdyzi/u1w4OlZ8YEB8jrKepyYHMMR+hDFUE54FildSVYwGFahaoiyroZQXoVCIzZtXoHPnzrAuQz2p2opmYlRTlT2dhKIoipJfs2bNcP/Nm6o5ubQL6RIK6pXbOaRtl+Vc9MKfksLckKZRl0l5ZwZVxjQMGiyhqoGqnlYSGHgTISEvsWvXtirrQ01GgxjVVGVPJ6EoiqLkFxUVhYdv3+Lsw4fo4qR4RXO5yHqBoWjKdnnUqaiIOfbUD6m4ZZ1ru+T0dCB/yeFSNWgA5C9bWi5SUoD09PJrr6rcvAk0b17VvaiZnjypFb87AVIQjaopqpmSkgxANDU1OTm5XNtOTksr1/aqIxrEqKZUlVWhzFaGtop2VXeFoiiKKsb79+8BAKa6uhV7orIEA6oikECDFxSlEC6XCyMjI5gNGVLVXaEoqhI0r6BgkZGREbP07I+IBjGqKQFXgKdjn8JG16aqu0JRFEUVw8LCAg309dG0bt2KOwkNCFBUrcHn8xEWFobs7Oyq7gpFUTUYl8sFn//jrj5JgxjVmJ2+XVV3gaIoiipGcHAwXrx4gTW+vjQlvjaiq5RQFYTP5//QFx8URVFlRVcnoSiKoig5XbhwAe7u7tDg8zHKy6viTkSzMKo3+vhQFEVRVKWjmRgURVEUJYc9e/Zg9OjR8GreHNvHjYMqr/gCzM/CwrD25EkAwNTu3dFEzmknhBDs//tvPH31CspKSpg3aRLU1dTkaiMlNRVL1q/Hxy9f4N2uHXz79i1T5khGRgZUVFTkOkY8jnPXrsHS1LTKxhEbHw8DPT25jimoyDj8/aEuZwHVlPR0LDl6FB9jY+Ht6Ajfdu3kHkfB59WUbt3QtF49uY4nhGD/tWs4FxQESwMDzOvXD+qqqnK1UR7jiE1MBF9TU65jKIqiKIoGMSoIIQQAkJKSAmVl5SruTeXKyclBeno6kpOT6dhrETr28h27uFK1+L2E+i45LQ0o50resrp69SpGjx6NEe3bY+2IEWCz2aJVBKSI+PoVrjNmICMrCwBw4t49PFi3DnXkKAJ66M8/8eusWWjt5IS7QUF48uIFju/ZI1efe44ciWt37gAAjp05g4zMTAzq2VOuNgpL+/pVroJhh/79F7/OmsVc5FbFOFLS0qAuECBZ1hUfpChxHDKuENFz+XJce/4cAHDszh1kZGVhkLu7zH0oj+fV4Rs3MG779u/j+PABx2fNkvl4oHzGceLePQwdOFCu81IURVEUi9BPyBXiw4cPqF+/flV3g6KoGi48PBympqZV3Y1qITMzE3Xr1kV0dHRVd4WiqHJkZGSEsLAwWgeCoiiKkgkNYlSQxMREaGtr4/Pnz9CsZamSycnJMDMzQ3h4ODQ0NKq6O5WKjp2OvbzGTghBSkoKTExMwGbT8kVimZmZtGo/Rf1gfvQq+hRFUVT5otNJKoj4okNTU7PWXdCJaWho0LHXQnTs5Tf22hYAlQWt2k9RFEVRFFW70a/3KIqiKIqiKKqWuHnzJnx8fGBiYgIWi4WT+UVixVJTUzF+/HiYmppCRUUFDRs2xI4dOyT2yczMhJ+fH3R1daGmpoZevXohJiZGYp/Tp0/DxsYGDRo0wNmzZyt6WLVCSY9dTk4OZsyYgcaNG0MgEMDExARDhw5FZGSkRBvfvn3DoEGDoKGhAS0tLYwcORKpqakS++zevRsWFhZo3rw57t+/D0D0vFBWVsZff/0lsW///v3BYrHw8eNHie2WlpaYN29e+Q2+FomIiMDgwYOhq6sLFRUVNG7cGEEFikcTQjB//nwYGxtDRUUFHTp0QGhoqEQb9+7dQ7NmzWBpaYm9e/cy252dnTF27FiJfXfs2AEWi4U//vhDYvuwYcPw008/lf8AywENYlAURVEURVFULZGWloamTZti69atUu+fPHkyLly4gIMHD+L169fw9/fH+PHjcfr0aWafSZMm4cyZMzh27Bhu3LiByMhI9CxQaDcrKwt+fn7Ytm0btmzZgnHjxtGpgOWgpMcuPT0djx8/xrx58/D48WP8+++/CAkJQdeuXSX2GzRoEF6+fInLly/j7NmzuHnzJkaPHs3c//nzZ6xevRp//fUX5syZg+HDhwMA1NTU4OjoiOvXr0u0d/36dZiZmUlsDwsLw6dPn9CuXbvyG3wtkZCQgNatW0NZWRnnz5/Hq1evsG7dOmhrazP7rF69Gps2bcKOHTtw//59CAQCeHl5ITMzk9ln5MiRmDdvHg4fPowVK1YgPDwcAODh4VHkMQwICCjyGAKix7baPoaEqhCZmZlkwYIFJDMzs6q7Uuno2OnYa5vaPHaKoiiq5gJATpw4IbHN3t6eLF68WGJbixYtyJw5cwghhCQmJhJlZWVy7Ngx5v7Xr18TAOTevXuEEEKSkpKIhYUFiYuLI3FxccTS0pIkJydX7GBqGWmPXWEPHjwgAMinT58IIYS8evWKACAPHz5k9jl//jxhsVgkIiKCEELI8+fPiaOjI0lNTSUfPnwglpaWzL6zZs0iDRo0YG6/evWKaGpqkuXLlxNfX19m+//+9z/C4/FIRkZGOYy0dpkxYwZp06ZNsfcLhUJiZGRE1qxZw2xLTEwkPB6PHDlyhNlmbm5OPnz4QFJTU4mjoyN5+fIlIYSQixcvEgAkKiqK2dfQ0JBs3bqVWFhYMNs+fPhAAJCAgIDyG1w5opkYFYTH42HhwoXg8XhV3ZVKR8dOx17b1OaxUxRFUT8WV1dXnD59GhERESCEICAgAG/fvoWnpycA4NGjR8jJyUGHDh2YY2xtbWFubo579+4BENWIGj58OIyNjWFiYoJx48ZBXV29SsZTmyUlJYHFYkFLSwuAaIqBlpYWHB0dmX06dOgANpvNTBtp1KgRmjRpAk1NTdjb22Pp0qXMvh4eHggJCUFUVBQA0Tf4bdq0Qbt27SS+xQ8ICICLiwutYaWA06dPw9HREX369IGBgQGaN2+O3bt3M/eHhYUhOjpa4vWnqamJVq1aMa8/AJg/fz7s7OygqakJZ2dnNGzYEACYLI+AgAAAwKtXr5CRkYGRI0fi69evCAsLAyB6DPl8PlxcXCpj2HKjQQyKoiiKoiiKogAAmzdvRsOGDWFqagoul4tOnTph69atcHNzAwBER0eDy+UyF8ZihoaGEktgL1iwAPHx8fj69SumT59emUOgIKpbMmPGDAwYMIApOh4dHQ0DAwOJ/ZSUlKCjoyPx2O3duxcxMTH4+vUrBg0axGxv3bo1uFwuE7C4fv062rZtCwcHB8THxzMXwDdu3ICHh0cFj/DH9OHDB2zfvh3W1ta4ePEixo0bh4kTJ2L//v0AwDxOhoaGEscVfv2JgxJxcXHYvHkzs10gEKBly5YSj2GbNm3A4/Hg6uoqsd3FxaXafkFHgxgURVEURVEURQEQBTECAwNx+vRpPHr0COvWrYOfnx+uXLkid1uampo0A6MK5OTkoG/fviCEYPv27Qq1IS4qWZCqqiqcnJyYC90bN27A3d0dSkpKzAXwhw8f8PnzZxrEUJBQKESLFi2wfPlyNG/eHKNHj8aoUaOKFNeVhUAgkKilIebu7i4RrHB3dwcAtG3bVmJ7dX4MaRCDoiiKouS0cuVKsFgs+Pv7M9vc3d3BYrEkfgpXAC+uWr+xsTFWrlwpse/MmTPBYrGKFNpyd3fHkCFDFOr39u3b0aRJE2Y5YBcXF5w/f565vywrDlTWGIDSV1cYNmxYkceiU6dOEvvUxMrtW7duhaWlJfh8Plq1aoUHDx4w94WEhKB169YwNTWVSP+mKHlkZGRg9uzZ+P333+Hj44MmTZpg/Pjx6NevH9auXQsAMDIyQnZ2NhITEyWOjYmJgZGRURX0mipIHMD49OkTLl++LLH0u5GREWJjYyX2z83Nxbdv32R+7Dw8PBAQEICXL18iIyMDLVq0ACC6AA4ICEBAQABUVVXRqlWr8htULWJsbMxM/RCzs7PD58+fAYB5nAr/bZbn9efh4YG3b98iIiKCyaYBvgcx3r9/j/Dw8Opb1BM0iEFRFEVRcnn48CF27tyJJk2aFLlv1KhRiIqKYn5Wr17N3FdStf6C34qISasWnpmZicDAQIU/WJiammLlypV49OgRgoKC0K5dO3Tr1g0vX74EULYVByprDEDpqysAQKdOnSQeiyNHjkjcX9Mqtx89ehSTJ0/GggUL8PjxYzRt2hReXl7MBcn48eMxePBgnDp1CqdOncLdu3crpV/UjyUnJwc5OTlgsyUvETgcDoRCIQDAwcEBysrKuHr1KnN/SEgIPn/+XG3nz9cW4gBGaGgorly5Al1dXYn7XVxckJiYiEePHjHbrl27BqFQKHPQwcPDA6GhoTh8+DDatGkDDocDAHBzc8ONGzdw/fp1ZtoJJb/WrVsjJCREYtvbt29hYWEBAKhbty6MjIwkXn/Jycm4f/++zK8/V1dXcLlcbNu2DZmZmXBwcAAAODk5IS4uDv/73/+YaSfVVlVXFqUoiqKomiIlJYVYW1uTy5cvk7Zt25LffvuNua/w7cJKqta/c+dOoqamRnJycgghhCQnJxNlZWWyZcsW0rZtW6aNa9euEQAkLCys3Makra1N9uzZU+YVB6pqDJBSod/X15d069atxONqWuX2li1bEj8/P+Z2Xl4eMTExIStWrCCEEOLg4EDu379PsrOzSdeuXcl///1XKf2iap6UlBTy5MkT8uTJEwKA/P777+TJkyfMChZt27Yl9vb2JCAggHz48IHs27eP8Pl8sm3bNqaNsWPHEnNzc3Lt2jUSFBREXFxciIuLS1UNqdYo6bETv/ZNTU1JcHAwiYqKYn6ysrKYNjp16kSaN29O7t+/T27fvk2sra3JgAEDZO5DRkYG4fF4RF1dnaxcuZLZnpmZSfh8PlFXVyfLly8v13HXJg8ePCBKSkpk2bJlJDQ0lBw6dIioqqqSgwcPMvusXLmSaGlpkVOnTpFnz56Rbt26kbp168q1GoybmxtRV1cnnTp1ktju4eFB1NXViaenZ7mNqSLQIEYJbty4Qbp06UKMjY2lfkhKSUkhfn5+pE6dOoTP5xM7Ozuyfft2iX3evXtHunfvTvT09Ii6ujrp06cPiY6Oltjn69evZODAgURdXZ1oamqSESNGkJSUlIoeXolKG3t0dDTx9fUlxsbGREVFhXh5eZG3b98y93/9+pWMHz+e2NjYED6fT8zMzMiECRNIYmKiRDufPn0i3t7eREVFhejr65OpU6cyH4CrSlnHTojoAwAAiZ8xY8ZI7POjjj0qKooMHjyYGBoaElVVVdK8eXPyzz//SOxTHZ/zy5cvJ46OjkRNTY3o6+uTbt26kTdv3kjsk5GRQX799Veio6NDBAIB6dmzZ5HX84QJE0iLFi0Il8slTZs2lXqup0+fkjZt2hAej0dMTU3JqlWrKmpYVDkbOnQo8ff3J4QUDVq0bduW6OnpEV1dXWJvb09mzpxJ0tLSJI5fuHAhUVJSIsrKyhKP+9u3bwkAcvfuXUIIIf/99x+xt7cnUVFRhM/nMx9M5s2bJ7HcXVnk5uaSI0eOEC6XS16+fEmuXr1KAJCEhASJ/czNzcnvv/9eLcdASPFBDE1NTaKvr09sbGzI2LFjSXx8vMQ+e/bsITwej3A4HDJ+/Hhme2pqKlFWViaHDx8mhBDy8uVLoqGhQTIzM4mamhr58OEDIYSQvXv3Ej6fXylLK2dlZREOh1NknEOHDiVdu3YlhIh+3+rq6kRJSYl0796d5ObmVni/qJopICCgyGcUAMwSmVFRUWTYsGHExMSE8Pl80qBBA7Ju3ToiFAqZNsR/D7W1tYmqqirp0aOHROCPqhglPXZhYWFS7yscbP369SsZMGAAUVNTIxoaGmT48OFyfwYTf84NDAyU2O7u7i4R+KYUc+bMGdKoUSPC4/GIra0t2bVrl8T9QqGQzJs3jxgaGhIej0fat29PQkJC5DrHggULCACJQBQhor/xAJgAeXVFgxglOHfuHJkzZw75999/pX5IGjVqFKlfvz4JCAggYWFhZOfOnYTD4ZBTp04RQkQfhOrVq0d69OhBnj17xkTKnJycSF5eHtNOp06dSNOmTUlgYCC5desWsbKykisiWhFKGrtQKCTOzs7kp59+Ig8ePCBv3rwho0ePJubm5iQ1NZUQIlpjumfPnuT06dPk3bt35OrVq8Ta2pr06tWLaSc3N5c0atSIdOjQgTx58oScO3eO6OnpkVmzZlX2cCWUdeyEiN7cR40aJREFT0pKYu7/kcfesWNH4uTkRO7fv0/ev39PlixZQthsNnn8+DGzT3V8znt5eZF9+/aRFy9ekODgYOLt7V1kbGPHjiVmZmbk6tWrJCgoiDg7OxNXV1eJdiZMmEC2bNlChgwZIjWIkZSURAwNDcmgQYPIixcvyJEjR4iKigrZuXNnRQ+RKqMjR46QRo0aMRfjhYMYO3fuJBcuXCDPnj0jBw8eJHXq1CE9evQo0k5iYiKTvVBQnTp1mG+vpk2bRn799VdCCCE2Njbk2rVrhBBCfvrpJzJ8+PAyjePZs2dEIBAQDodDNDU1mW/sDx06RLhcbpH9nZycyPTp06vVGAqS9vf5yJEjzDdUJ06cIHZ2dsTJyanIhX1qair59u1bkTZbt25NRo8eTQghZOvWrcTb25sQQoinpyf53//+RwghZMiQIcTDw6PcxlGSiIgIiQCR2LRp00jLli2Z25mZmSQ2NrZS+kRRFEVRVYUGMWQk7UOSvb09Wbx4scS2Fi1akDlz5hBCRCmpbDZb4uI1MTGRsFgscvnyZUIIIa9evSIAyMOHD5l9zp8/T1gsFomIiKig0cin8NhDQkIIAPLixQtmW15eHtHX1ye7d+8utp2///6bcLlcJtvg3LlzhM1mS3yTvX37dqKhoSGR9laVFB17aWnlP/LYBQIB+fPPPyXa0tHRYfapCc95QgiJjY0lAMiNGzcIIUSmVPuCFixYIDWIsW3bNqKtrS3xOM+YMYM0aNCg/AdBlZvPnz8TAwMD8vTpU2Zbaa9zcWbDu3fvZDrHoEGDmPRNJycn8vfffxNCRAHz+fPnk/T0dMLlcou8vuSVlZVFQkNDSVBQEJk5cybR09MjL1++lCuIUdVjKEja3+fC3r9/TwCQK1euyNTmnDlziI2NDSGEkD59+pDVq1cTQghZtmwZGTp0KCGEEDMzsyKfASqKrEEMiqIoiqoNaGHPMnB1dcXp06cREREBQggCAgLw9u1beHp6AhAVQGOxWBLr6/L5fLDZbNy+fRuAqDq6lpYWHB0dmX06dOgANpuN+/fvV+6AZJSVlQVANBYxNpsNHo/HjEuapKQkaGhoQElJCYBo7I0bN5ZY59jLywvJyclMkbnqRp6xHzp0CHp6emjUqBFmzZqF9PR05r4feeyurq44evQovn37BqFQiL/++guZmZnM8k015TmflJQEANDR0QEAPHr0CDk5OejQoQOzj62tLczNzXHv3j2Z27137x7c3NwkCl55eXkhJCQECQkJ5dR7qrw9evQIsbGxaNGiBZSUlKCkpIQbN25g06ZNUFJSQl5eXpFjxEXS3r17J9M5PDw8cOfOHXz9+hVPnjyRqBYeEBCAu3fvIjs7u8yFJLlcLqysrODg4IAVK1agadOm2LhxY7msOFBZY5BXvXr1oKenJ9djUZ0qt+vp6YHD4ZSpGj1FURRF/ShoEKMMNm/ejIYNG8LU1BRcLhedOnXC1q1b4ebmBkC0TJtAIMCMGTOQnp6OtLQ0TJ06FXl5eYiKigIAREdHw8DAQKJdJSUl6OjoIDo6utLHJAvxhdusWbOQkJCA7OxsrFq1Cl++fGHGVVh8fDyWLFmC0aNHM9uio6MlLuIBMLdr+tgHDhyIgwcPIiAgALNmzcKBAwcwePBg5v4feex///03cnJyoKurCx6PhzFjxuDEiROwsrICUDOe80KhEP7+/mjdujUaNWoEQNRvLpcLLS0tiX0NDQ3l6ndNfOwpoH379nj+/DmCg4OZH0dHRwwaNAjBwcFMdfaCgoODAYiWS5OFh4cH0tLS8Pvvv8Pa2pp5nbi5ueHBgwc4f/48rK2tUadOnXIbFyB6vmdlZZXLigNVNYbSfPnyBV+/fpX5sahuldu5XC4cHBwkHhuhUIirV6/S1SAoiqKoWkepqjtQk23evBmBgYE4ffo0LCwscPPmTfj5+cHExAQdOnSAvr4+jh07hnHjxmHTpk1gs9kYMGAAWrRoUWTpqppEWVkZ//77L0aOHAkdHR1wOBx06NABnTt3BiGkyP7Jycn4+eef0bBhQyxcuLDyO1yOZB17wWBN48aNYWxsjPbt2+P9+/eoX79+VXS9zGQd+7x585CYmIgrV65AT08PJ0+eRN++fXHr1i00bty4CkcgOz8/P7x48aLEzCKqdlFXV2cCWmICgQC6urpo1KgR3r9/j8OHD8Pb2xu6urp49uwZJk2aBDc3N6lLsUpTr149mJubY/PmzRg0aBCz3czMDCYmJti1axcGDBhQpnHMmjULnTt3hrm5OVJSUnD48GFcv34dFy9ehKamJkaOHInJkydDR0cHGhoamDBhAlxcXODs7FxtxgAAqampElkVYWFhCA4Oho6ODnR0dLBo0SL06tULRkZGeP/+PaZPnw4rKyt4eXnJ1L6KigqcnZ2xefNmtG7dmglScblcie3KysplHousJk+eDF9fXzg6OqJly5bYsGED0tLSMHz48ErrA0VRFEVVBzSIoaCMjAzMnj0bJ06cwM8//wwAaNKkCYKDg7F27Vom5dzT0xPv379HfHw8lJSUoKWlBSMjI9SrVw8AYGRkxKzxLpabm4tv375V6xRRBwcHBAcHIykpCdnZ2dDX10erVq0kpggAQEpKCjp16gR1dXWcOHFC4gOfkZERHjx4ILG/OFX2Rxh7QQXTyuvXr//Djv39+/fYsmULXrx4AXt7ewBA06ZNcevWLWzduhU7duyo9s/58ePH4+zZs7h58yZMTU2Z7QVT7QtmY8ibzm1kZCQ1JVx8H1UzcblcXLlyhbmwNDMzQ69evTB37ly52vHw8MD+/fuZ6Vdibdu2xR9//AEPD48y9TM2NhZDhw5FVFQUNDU10aRJE1y8eBEdO3YEAKxfvx5sNhu9evVCVlYWvLy8sG3btmo1BgAICgqSaGfy5MkAAF9fX2zfvh3Pnj3D/v37kZiYCBMTE3h6emLJkiUS0ztlGcfNmzeljiMgIKBcxiGPfv36IS4uDvPnz0d0dDSaNWuGCxcuFMnsoiiKoqgfXtWW5Kg5UKhwWFJSEgFAzp07J7Hf6NGjSceOHYtt5+rVq4TFYjFLN4qLHAYFBTH7XLx4sVoVOSw8dmnevn1L2Gw2uXjxIrMtKSmJODs7k7Zt2xZZZpCQ78UtY2JimG07d+5klrKrDhQde2G3b98mAJiigD/q2J89e0YAkFevXkns5+npSUaNGkUIqb7PeaFQSPz8/IiJiUmRZWMJ+V7Ys+BysW/evFG4sGd2djazbdasWbSwJ0VRFEVRFEXJgGZilKCkdFVzc3O0bdsW06ZNg4qKCiwsLHDjxg38+eef+P3335lj9u3bBzs7O+jr6+PevXv47bffMGnSJDRo0AAAYGdnh06dOmHUqFHYsWMHcnJyMH78ePTv3x8mJiaVPmax0sZ+7Ngx6Ovrw9zcHM+fP8dvv/2G7t27M0VNk5OT4enpifT0dBw8eBDJyclITk4GAOjr64PD4cDT0xMNGzbEkCFDsHr1akRHR2Pu3Lnw8/OT69uy8lbWscuSVv6jjt3W1hZWVlYYM2YM1q5dC11dXZw8eRKXL1/G2bNnAVTf57yfnx8OHz6MU6dOQV1dnalPoampCRUVFZlT7d+9e4fU1FRER0cjIyODqYvQsGFDcLlcDBw4EIsWLcLIkSMxY8YMvHjxAhs3bsT69eurYtgURVEURVEUVbNUdRSlOgsICCAAivz4+voSQgiJiooiw4YNIyYmJoTP55MGDRqQdevWEaFQyLQxY8YMYmhoSJSVlYm1tXWR+wkh5OvXr2TAgAFETU2NaGhokOHDh5OUlJTKHGoRpY1948aNxNTUlCgrKxNzc3Myd+5ciSUjizseAAkLC2P2+/jxI+ncuTNRUVEhenp6ZMqUKcwSrFWlrGP//PkzcXNzIzo6OoTH4xErKysybdo0iaV2Cfkxx06IKDujZ8+exMDAgKiqqpImTZoUWU6xOj7ni3u+7tu3j9knIyOD/Prrr0RbW5uoqqqSHj16kKioKIl22rZtW+rz/unTp6RNmzaEx+OROnXqkJUrV1bSKCmKoiiKoiiqZmMRIqUSI0VRFEVRFEVRFEVRVDVTc5fIoCiKoiiKoiiKoiiqVqFBDIqiKIqiKIqiKIqiagQaxKAoiqIoiqIoiqIoqkagQQyKoiiKoiiKoiiKomoEGsSgKIqiKIqiKIqiKKpGoEEMiqIoiqIoiqIoiqJqBBrEoCiKoiiKoiiKoiiqRqBBDIqiKIqiKIqiKIqiagQaxKAoiqIoiqIoiqIoqkagQQyKoiiKoiiKoiiKomoEGsSgKIqiKIqiKIqiKKpGoEEMiqIoiqIoiqIoiqJqBBrEoCiKoiiKoiiKoiiqRqBBDIqiKIqiKIqiKIqiagQaxKAoiqIoiqIoiqIoqkagQQyKoiiKoiiKoiiKomoEGsSgKIqiKIqiKIqiKKpGoEEMiqIoiqIoiqIoiqJqBBrEoCiKoiiKoiiKoiiqRqBBDIqiKIqiKIqiKIqiagQaxKAoiqIoiqIoiqIoqkagQQyKoiiKoiiKoiiKomoEGsSgKIqiKIqiKIqiKKpGoEEMiqIoiqIoiqIoiqJqBBrEoCiKoiiqVCwWCwsXLqzqblAURVEUVcvRIAZFURRFFfD8+XP07t0bFhYW4PP5qFOnDjp27IjNmzdL7MdisTB+/Hipbfzzzz9gsVi4fv06EhMTYWxsjNatW4MQUmTfwMBAsNlsTJs2rULGU10tX74czs7O0NfXB5/Ph7W1Nfz9/REXF6dwm0KhEH/++SdatWoFHR0dqKurw8bGBkOHDkVgYGCR/WNiYjB16lTY2tpCVVUVAoEADg4OWLp0KRITE5n93N3dwWKxpP68efNG4f4CwMOHDzF+/HjY29tDIBDA3Nwcffv2xdu3b2U6/ubNm+jatSvMzMzA5/NhZGSETp064c6dO0X23blzJ+rWrQsdHR0MGTIEycnJEvcLhUI0b94cy5cvL9OYKIqiKKoiKVV1ByiKoiiqurh79y48PDxgbm6OUaNGwcjICOHh4QgMDMTGjRsxYcIEudvU0tLChg0b0L9/f+zevRujR49m7svNzcXYsWNhYWGBRYsWledQqr1Hjx6hWbNm6N+/P9TV1fH69Wvs3r0b//33H4KDgyEQCORuc+LEidi6dSu6deuGQYMGQUlJCSEhITh//jzq1asHZ2dnZt+HDx/C29sbqampGDx4MBwcHAAAQUFBWLlyJW7evIlLly4x+5uammLFihVFzmliYqLA6L9btWoV7ty5gz59+qBJkyaIjo7Gli1b0KJFCwQGBqJRo0YlHv/27Vuw2WyMHTsWRkZGSEhIwMGDB+Hm5ob//vsPnTp1AgDcvn0b48aNw8SJE1GvXj2sWLEC06ZNw86dO5m2du/ejaSkJEyZMqVMY6IoiqKoCkUoiqoVFixYQOhLnqJK5u3tTfT19UlCQkKR+2JiYiRuAyB+fn5S2zl27BgBQAICAphtnTt3Jtra2iQ6OprZtnbtWgKAnDt3rlz6X5EAkAULFlToOf755x8CgBw5ckTuY6OjowmLxSKjRo0qcp9QKJR4/BISEkidOnWIoaEhef36tdS2lixZwtxu27Ytsbe3l7tPsrhz5w7JysqS2Pb27VvC4/HIoEGDFGozLS2NGBoaEi8vL2bbjBkziIeHB3N73759xMjIiLmdkJBA9PT0yPHjxxU6J0VRFEVVFjqdhKq2Fi5cCBaLhfj4eKn3N2rUCO7u7mU6x++//w4Wi4UrV64Uu8/u3bvBYrFw+vTpMp3rR/Py5Uv06dMH9erVg6qqKvT09ODm5oYzZ85UddcoSmHv37+Hvb09tLS0itxnYGBQpra3bduGrKwsTJ48GQAQHh6OhQsXol+/fujcuXOJx/7xxx9gsVi4ffs2Jk6cCH19fWhpaWHMmDHIzs5GYmIihg4dCm1tbWhra2P69OlFpq6kpaVhypQpMDMzA4/HQ4MGDbB27doi+2VlZWHSpEnQ19eHuro6unbtii9fvkjtV0REBEaMGAFDQ0PweDzY29vjf//7n8K/I0tLSwCQmMohq7CwMBBC0Lp16yL3sVgsicdv586diIiIwO+//w5bW9si+xsaGmLu3Lly90ERrq6u4HK5Etusra1hb2+P169fK9Smqqoq9PX1JX6PGRkZ0NbWZm7r6OggPT2dub1w4UI0btwYPXv2VOicFEVRFFVZ6HQSqlbr378/pk2bhsOHD6NDhw5S9zl8+DB0dXVLvciobT59+oSUlBT4+vrCxMQE6enpOH78OLp27YqdO3dKpMxTVE1hYWGBe/fu4cWLF6Wm8cvL0tISixYtwrRp0zBs2DBs27YNSkpK2LBhg8xtTJgwAUZGRli0aBECAwOxa9cuaGlp4e7duzA3N8fy5ctx7tw5rFmzBo0aNcLQoUMBAIQQdO3aFQEBARg5ciSaNWuGixcvYtq0aYiIiMD69euZc/zyyy84ePAgBg4cCFdXV1y7dg0///xzkb7ExMTA2dmZqQ2ir6+P8+fPY+TIkUhOToa/v3+p4yGE4OvXr8jNzUVoaChmzpwJDoejUIDawsICAHDs2DH06dMHqqqqxe57+vRpqKiooHfv3jK3n5eXVySozufzoaamBkBUT+Lbt28ytaWpqQllZeVi7yeEICYmBvb29jL3Lzk5GdnZ2YiPj8eff/6JFy9eYPbs2cz9Tk5O2LNnDy5duoS6deti3bp1aNmyJQDg1atX2LFjBx48eCDz+SiKoiiqylRlGghFlUQ8/SEuLk7q/fb29qRt27ZlPk/79u2JpqYmyczMLHLfly9fCJvNJmPHji3zeapaZUwnyc3NJU2bNiUNGjSo0PNQVEW5dOkS4XA4hMPhEBcXFzJ9+nRy8eJFkp2dXWRfyDmdhBBCcnJySLNmzYiOjg4BQHbu3ClTv/bt20cAEC8vLyIUCpntLi4uhMViSbxH5ebmElNTU4n3x5MnTxIAZOnSpRLt9u7dm7BYLPLu3TtCCCHBwcEEAPn1118l9hs4cGCR6SQjR44kxsbGJD4+XmLf/v37E01NTZKenl7quKKioggA5sfU1JQcPXq01OOKM3ToUAKAaGtrkx49epC1a9dKnS6ira1NmjZtKnO7bdu2lein+MfX15fZJywsTOo+0n4KPy8KO3DgAAFA9u7dK3Mfvby8mPa5XC4ZM2YMycjIYO7Pzc0lPXv2ZPYxMzMjz549I4QQ4unp+UP8naMoiqJqBzqdhPqhbN68Gfb29lBVVYW2tjYcHR1x+PDhEo8ZPHgwkpKS8N9//xW576+//oJQKMSgQYOYbUFBQfDy8oKenh5UVFRQt25djBgxotS+WVpaokuXLrh+/TocHR2hoqKCxo0b4/r16wCAf//9F40bNwafz4eDgwOePHlSpI1r167hp59+gkAggJaWFrp16yY13fj27dtwcnICn89H/fr1JQq3FXbw4EE4ODhARUUFOjo66N+/P8LDw0sdjzQcDgdmZmYKpYJTVHXQsWNH3Lt3D127dsXTp0+xevVqeHl5oU6dOuUypUxJSQm7du3Ct2/f4OzsjFGjRsl1/MiRI8FisZjbrVq1AiEEI0eOZLZxOBw4Ojriw4cPzLZz586Bw+Fg4sSJEu1NmTIFhBCcP3+e2Q9Akf0KZ1UQQnD8+HH4+PiAEIL4+Hjmx8vLC0lJSXj8+HGp49HR0cHly5dx5swZLF68GHp6ekhNTZXtlyHFvn37sGXLFtStWxcnTpzA1KlTYWdnh/bt2yMiIoLZLzk5Gerq6nK1bWlpicuXL0v8TJ8+nbnfyMioyP3F/TRt2rTY87x58wZ+fn5wcXGBr6+vzP1buXIlLl26hL1798LZ2RnZ2dnIzc1l7udwODh+/DhCQ0MRFBSEt2/fonHjxjh9+jQePHiAJUuWICIiAj4+PjAxMYGPjw8iIyPl+h1RFEVRVKWo2hgKRRVP3kyMXbt2EQCkd+/eZOfOnWTjxo1k5MiRZOLEiSWeJykpifD5fNKrV68i97Vo0YJYWFgw33zGxMQQbW1tYmNjQ9asWUN2795N5syZQ+zs7Eodj4WFBWnQoAExNjYmCxcuJOvXryd16tQhampq5ODBg8Tc3JysXLmSrFy5kmhqahIrKyuSl5fHHH/58mWipKREbGxsyOrVq8miRYuInp4e0dbWJmFhYcx+z549IyoqKsTc3JysWLGCLFmyhBgaGpImTZoUycRYunQpYbFYpF+/fmTbtm1Mm5aWllILG0qTmppK4uLiyLt378jvv/9OOBwOGThwoEzHUlR1lpWVRR48eEBmzZpF+Hw+UVZWJi9fvmTuhwyZGNevX5d6f0nHSiPOxAgMDJTYLn6fLFgslBBCfH19iZqaGnPby8uLmJmZFWk3MTGRACBTp04lhBAyZswYwmazSU5OjsR+SUlJEpkYMTExpWYb/PvvvzKPT+zOnTsEADlz5ozcxxYWHx9PTp06RTp37kwAkDZt2jD3KZKJUVGFPQuKiooi9erVI2ZmZiQiIkLhdrKysoi9vb3Uv2uF97OysiLr168nhBDSpk0b0qdPHxIUFER69+5dLtmOFEVRFFXeaE0M6ofx33//wd7eHseOHZPrOA0NDfj4+ODMmTNITk6GhoYGACAkJASPHz/GrFmzmG8+7969i4SEBFy6dAmOjo5MG0uXLpXpXCEhIbh79y5cXFwAAA0bNoSXlxdGjRqFN2/ewNzcHACgra2NMWPG4ObNm8zc8GnTpkFHRwf37t2Djo4OAKB79+5o3rw5FixYgP379wMA5s+fD0IIbt26xbTXq1cvNG7cWKIvnz59woIFC7B06VKJedM9e/ZE8+bNsW3bNontxZkyZQqT6cFms9GzZ09s2bJFpt8HRVVnXC4XTk5OcHJygo2NDYYPH45jx45hwYIFAAAej4eMjAypx4oLJvL5/HLtE4fDkXk7KVSwszwJhUIAoky24rIFmjRpIne7rq6uMDY2xqFDh9ClS5cy9VFXVxddu3ZF165d4e7ujhs3buDTp0+wsLCAra0tgoODkZ2dXaSopqLy8vIQFxcn0746OjpFzpuUlITOnTsjMTERt27dKtPSrVwuF127dsXKlSuRkZEBFRUVqfutX78eSkpKGD9+PMLDw3H79m2EhYXB0tISq1evRr169fDlyxeYmpoq3BeKqi1YLBYWLFiAhQsXVnVXKOqHR6eTUD8MLS0tfPnyBQ8fPpT72MGDByMzMxP//vsvs008DaXgVBLxigVnz55FTk6O3Odp2LAhE8AARKngANCuXTsm4FBwuzgdPCoqCsHBwRg2bBgTwABEFwkdO3ZkUsDz8vJw8eJFdO/eXaI9Ozs7eHl5SfTl33//hVAoRN++fSVSwY2MjGBtbY2AgACZxuTv74/Lly9j//796Ny5M/Ly8pCdnS3Pr4Wiqj1x0DIqKorZZmFhgZCQEKn7i7eLi01WNQsLC0RGRiIlJUVi+5s3b5j7xf8KhUK8f/9eYr/C4xSvXJKXl4cOHTpI/VF0NZfMzEwkJSUpdGxxCj9+Pj4+yMjIwPHjx8vtHOHh4TA2Npbp5+7duxLHZmZmwsfHB2/fvsXZs2fRsGHDMvcnIyMDhJAij7lYVFQUli5dygQyxFNHxMET8b8Fp+FQ1PPnz9G7d29YWFiAz+ejTp066NixIzZv3iyxn7jgrzT//PMPWCwWM51WvBpdaT+1zfLly+Hs7Ax9fX3w+XxYW1vD399f5mCpNEKhEH/++SdatWoFHR0dqKurw8bGBkOHDkVgYGCR/WNiYjB16lTY2tpCVVUVAoEADg4OWLp0qcTUYXd392IfN/HfGUU9fPgQ48ePh729PQQCAczNzdG3b1+8fftWpuNv3ryJrl27wszMDHw+H0ZGRujUqRPu3LlTZN+dO3eibt260NHRwZAhQ5CcnCxxv1AoRPPmzbF8+fIyjYkqO5qJQdVoBf+ozZgxA1euXEHLli1hZWUFT09PDBw4UOpye4V17twZOjo6OHz4MIYNGwYAOHLkCJo2bSpRHb5t27bo1asXFi1ahPXr18Pd3R3du3fHwIEDwePxSj1PwcACIKpQDwBmZmZStyckJAAQZU0AQIMGDYq0aWdnh4sXLyItLQ0pKSnIyMiAtbV1kf0aNGjABDsAIDQ0FIQQqfsCKLFyfkG2trbMEoVDhw6Fp6cnfHx8cP/+/Vr5oYOq2QICApgPYwWJXzsFX4Pe3t7YvHkzHj16BAcHB2Z7YmIiDh06hGbNmsHIyKhyOl4Kb29v7Nq1C1u2bMGsWbOY7evXrweLxWJWX+rcuTNmz56NTZs2YevWrcx+hVdQ4XA46NWrFw4fPix1JZe4uDjo6+sX25+0tDSwWKwiK4gcP34cCQkJEpluOTk5eP/+PTQ1NWFsbFxsm9HR0fj27VuRAEB2djauXr0KNpsNKysrAMDYsWOxefNmTJkyBQ4ODrCxsZE4JjY2Frt27ZJrmVVxTQxZFKyJkZeXh379+uHevXs4deqURKC7sKioKCQlJaF+/frMe3RsbGyRgFFiYiKOHz8OMzOzYoNJM2fOhJubGzp16gRAtKwsIApsNWnShKm3VF2ew1TVu3v3Ljw8PGBubo5Ro0bByMgI4eHhCAwMxMaNGzFhwgSF2u3Zsyfz2izs2bNnWLNmDfPlTm3y6NEjNGvWDP3794e6ujpev36N3bt347///kNwcDAEAoHcbU6cOBFbt25Ft27dMGjQICgpKSEkJATnz59HvXr14OzszOz78OFDeHt7IzU1FYMHD2b+zgUFBWHlypW4efMmLl26xOxvamqKFStWFDlnWbLKAGDVqlW4c+cO+vTpgyZNmiA6OhpbtmxBixYtEBgYWOpKYm/fvgWbzcbYsWNhZGSEhIQEHDx4EG5ubvjvv/+Y98Dbt29j3LhxmDhxIurVq4cVK1Zg2rRpEnXldu/ejaSkJEyZMqVMY6LKjgYxqGpLnIZdUrp2wVRtOzs7hISE4OzZs7hw4QKOHz+Obdu2Yf78+Vi0aFGJ51JWVkbfvn2xe/duxMTE4PPnzwgNDcXq1asl9mOxWPjnn38QGBiIM2fO4OLFixgxYgTWrVuHwMBAZqm94siTCg5UfDo4i8XC+fPnpZ6/tLEUp3fv3hgzZgzevn0rNehCUdXZhAkTkJ6ejh49esDW1hbZ2dm4e/cujh49CktLSwwfPpzZd+bMmTh27Bjc3NwwZswY2NraIjIyEn/88QeioqKwb9++KhyJJB8fH3h4eGDOnDn4+PEjmjZtikuXLuHUqVPw9/dH/fr1AQDNmjXDgAEDsG3bNiQlJcHV1RVXr17Fu3fvirS5cuVKBAQEoFWrVhg1ahQaNmyIb9++4fHjx7hy5UqJy42GhoaiQ4cO6NevH2xtbcFmsxEUFISDBw/C0tISv/32G7NvREQE7Ozs4Ovriz/++KPYNr98+YKWLVuiXbt2aN++PYyMjBAbG4sjR47g6dOn8Pf3h56eHgDRlL0TJ07A29sbzZo1k/iA/vjxYxw5cqTEYII0fD6/2KW6SzJlyhScPn0aPj4++PbtGw4ePChx/+DBg5n/z5o1C/v372emfACiwJOpqSlatWoFAwMDfP78Gfv27UNkZCSOHj0q9ZwPHjzA0aNH8ezZM2abpaUlHB0dMWzYMIwcORJ79uxBq1atqk02EVX1li1bBk1NTTx8+JDJTBWLjY1VuN0mTZpInX6WlpaGpUuXQlNTE0eOHFG4/ZpKWqaYi4sLevfujTNnzqB///5ytRcTE4Nt27Zh1KhR2LVrl8R9GzZskMjwSExMRI8ePcDhcPDkyRPmyyqxZcuWYffu3RLbNDU1Jd6vysvkyZNx+PBhiSl4/fr1Q+PGjbFy5coi75mF/fLLL/jll18ktv3666+oV68eNmzYwAQxzp49C3d3dyZor6GhgVmzZjFBjMTERMydOxc7d+6U6YtLqoJVaUUOiirB4cOHCQBy+fLlIvelpaURJSUlMmbMmGKPz8rKIj///DPhcDgSy8wV59atWwQA2bhxI/H39ycsFouEh4eXetyhQ4cIALJ79+4S97OwsCA///xzke2QUuBPvFTfmjVrCCGEREZGEgBk+vTpRY7v1KkT0dPTI4SIltBTUVEh/fv3L7Kft7e3RGHP1atXEwAkJCSk1DHKY8OGDQQAuX//frm2S1GV4fz582TEiBHE1taWqKmpES6XS6ysrMiECRNITExMkf2/fPlCfvnlF1KnTh2ipKREdHR0SJcuXYoU4CxM2uu+JOLCng8fPpTYXlwBZF9fXyIQCCS2paSkkEmTJhETExOirKxMrK2tyZo1aySWbCWEkIyMDDJx4kSiq6tLBAIB8fHxIeHh4UWWWCVEVODTz8+PmJmZEWVlZWJkZETat29Pdu3aVeJ44uLiyOjRo4mtrS0RCASEy+USa2tr4u/vX2Qs4vfDgsuZSpOcnEw2btxIvLy8iKmpKVFWVibq6urExcWF7N69u8g4CRG9t06aNInY2NgQPp9PVFVViYODA1m2bBlJSkpi9qvIwp7FLd8q/inI19eXAJAo5rxlyxbSpk0boqenR5SUlIi+vj7x8fEhN2/elHo+oVBIWrVqRSZPnlzkvnfv3hE3NzeipqZG3NzcyPv378t1rFTN1qBBA+Lu7i7TviW9xxW3BHVh4iWTZVl2WfweeevWLTJhwgSip6dHNDU1yejRo0lWVhZJSEggQ4YMIVpaWkRLS4tMmzatyHtCamoqmTx5MjE1NSVcLpcp4l54v8zMTOLv70/09PSImppaie+RX758IcOHDycGBgaEy+WShg0byrV0cmFBQUEEANm+fbvcx967d48AIH/88Uep+65cuZIAIIcOHZKp7coqflxQixYtSIsWLRQ+vlGjRqRVq1bM7YkTJ5KePXsyt0+dOkU0NDSY27/99hvx8PBQ+HxU+aJBDKraiomJIVwul/Ts2VNilQ5CCFm/fj0BQE6ePMlsi4+PL9LGtGnTCJvNJsnJyaWeTygUEktLS+Lk5ESMjY2l/qH+9u1bkT9mL1++JADIli1bSmy/LEEMQghp1qwZMTQ0lFg15Pnz54TNZpOhQ4cy27p37074fD759OkTs+3Vq1eEw+FIfCB+9+4ds5JI4TEJhUKpv8+CpF3QZWdnkxYtWhAVFRWSkpJS4vEURVEURdUcnp6eRF1dnTx//rzUfcsaxPjjjz8IADJq1CiZ+iYOYjRr1ox06tSJbN26lQwZMoT5AqhNmzZk4MCBZNu2baRLly4EANm/fz9zvFAoJO3atSMsFov88ssvZMuWLcTHx4cAIP7+/hLnGjx4MAFABg4cSLZs2UJ69uzJrABXMIgRHR1NTE1NiZmZGVm8eDHZvn076dq1KwHArAhUGqFQSOLi4khUVBS5efMmcXV1JRwOh7x+/Vqm4wsSfyH2888/k7S0tBL3dXV1JSoqKiQrK0umttu2bUtsbW1JXFycxE/Bz4J5eXlF7i/uJzs7u8TzCYVCUqdOHeLp6SlT/wgRrbIVFxdHXr9+TWbNmkUAkNmzZzP3HzhwgKiqqpKLFy+St2/fEjc3N9KhQwdCiOizPo/HI0+fPpX5fFTFokEMqlpbunQpAUBat25NVq1aRTZv3kwGDBhAABBPT0+J4EaLFi2It7c3WbZsGdmzZw+ZMmUK4fF4xMfHR+bzzZ49m/n2S1pmxfr164m1tTWZPn062blzJ1m7di1p0KAB0dDQIB8+fCix7bIGMcRLrNra2pI1a9aQxYsXE319faKtrS1x7qdPnxI+n88s2bp06dJil1hdsWIFAUBcXV3J6tWryfbt28n06dOZb2hL0r17d9KuXTuycOFCsnv3brJkyRJia2tLAJB169aVeCxFURRFUTXLpUuXCIfDIRwOh7i4uJDp06eTixcvSr3gLEsQ4/Xr10QgEBB7e3uSnp4uU9/EQQwvLy+JL2ZcXFwIi8UiY8eOZbbl5uYSU1NTiSWET548SQCQpUuXSrTbu3dvwmKxyLt37wghhAQHBxMA5Ndff5XYb+DAgUWCGCNHjiTGxsZFvhTq378/0dTUlGlsUVFREplZpqamMmWmFEec3aKtrU169OhB1q5dKzUgosgy1NIyyQpm0Ik/28ryU1qWzoEDBwgAubJavLy8mPa5XC4ZM2aMRKZ2bm4u6dmzJ7OPmZkZefbsGSFEFMAr+Byiqh4NYlDV3sGDB4mzszMRCASEx+MRW1tbsmjRIpKZmSmx386dO4mbmxvR1dUlPB6P1K9fn0ybNk0iJbg04qwKHo8nkfEg9vjxYzJgwABibm5OeDweMTAwIF26dCFBQUGltl3WIAYhhFy5coW0bt2aqKioEA0NDeLj40NevXpVpM0bN24QBwcHwuVySb169ciOHTuYtPPCjh8/Ttq0aUMEAgERCATE1taW+Pn5lTrN5MiRI6RDhw7E0NCQKCkpEW1tbdKhQwdy6tSpUn8XFEVRFEXVPA8ePCA9evQgqqqqzMWevr5+kb/9igYxMjIySJMmTYiKigp58eKFzP0SBzH+/vtvie3+/v5Sp+J1796dmJmZMbdHjx5NOBxOkcxd8RSMzZs3E0IIWb58OQFA3rx5I7HfgwcPJIIYQqGQaGlpkdGjRxfJMhD39fbt26WOKysri1y+fJmcOXOGLF68mDRr1qxM01Hy8vLIli1bSIsWLSSCBu3atSNfvnxh9uNwOKRNmzYyt9u2bVtiaWlJLl++LPHz8uVLZp+MjIwi9xf38+3bt2LP9fr1a6KhoUFcXFxIbm6uzH188uQJuXTpEtm7dy9xc3Mjw4cPl5o1HBoaSoKCgpgAx6lTp4iWlhaJi4sjX758IV26dCHGxsakS5cuJCIiQubzU+WLBjEoiqIoiqIoipJZVlYWefDgAZk1axbh8/lEWVlZ4oJVliDG9evXi9w3ZswYAoDs3LlTrv6IAwOF6xGJv8CJjo6W2O7r60vU1NSY215eXhJBDbHExEQCgEydOpXpH5vNJjk5ORL7JSUlSQQxYmJiSs02+Pfff+UaIyGE3LlzhwAgZ86ckfvYwuLj48mpU6dI586dCQCJoIUimRiVURMjKiqK1KtXj5iZmZUpgJCVlUXs7e1Jr169St3PysqKmf7Tpk0b0qdPHxIUFER69+4tkc1DVS66OglFURRFURRFUTLjcrlwcnKCk5MTbGxsMHz4cBw7dgwLFiwAAPB4vBJXlwMgscIcABw7dgw7d+5E3759MXr0aIX6Jc8qcKSCV4ADRKsL+fr6St1H2oospXF1dYWxsTEOHTqELl26lKmPurq66Nq1K7p27Qp3d3fcuHEDnz59goWFBWxtbREcHIzs7GyJVUHKIi8vT2IFlJLo6OgUOW9SUhI6d+6MxMRE3Lp1q0xLt3K5XHTt2hUrV65ERkYGVFRUpO63fv16KCkpYfz48QgPD8ft27eZ1aFWr16NevXq4cuXLzA1NVW4L5RiaBCDoiiKoiiKoiiFODo6AgCioqKYbRYWFggJCZG6v3h7weV7P3z4gFGjRqFu3bpFlv+sDBYWFrhy5QpSUlKgrq7ObH/z5o1EXy0sLCAUCvH+/XuJZeQLj1VfXx/q6urIy8tTaOnlkmRmZiIpKalc23R0dMSNGzcQFRUFCwsL+Pj44N69ezh+/DgGDBhQLucIDw9H3bp1Zdo3ICAA7u7uzO3MzEz4+Pjg7du3uHLlCho2bFjm/mRkZIAQgpSUFKlBjKioKCxduhTHjh2DkpISIiMjAYAJnoj/jYiIoEGMKsCu6g5QFEVRFEVRFFW9BQQESM1eOHfuHABIXNR7e3sjMDAQjx49ktg3MTERhw4dQrNmzWBkZAQAyMnJQf/+/ZGeno4jR45AU1OzAkchnbe3N/Ly8rBlyxaJ7evXrweLxULnzp0BgPl306ZNEvtt2LBB4jaHw0GvXr1w/PhxvHjxosj5SstISEtLYzJWCjp+/DgSEhKYwBEg+v29efNGIogkTXR0NF69elVke3Z2Nq5evQo2mw0rKysAwNixY2FsbIwpU6bg7du3RY6JjY3F0qVLSzxfYUZGRrh8+bJMP02bNmWOy8vLQ79+/XDv3j0cO3YMLi4uxZ4jKioKb968QU5OjkRfC0tMTMTx48dhZmYGAwMDqW3NnDkTbm5u6NSpEwDA0NAQwPfA1uvXr5lxUZWPZmJQFEVRFEVRFFWiCRMmID09HT169ICtrS2ys7Nx9+5dHD16FJaWlhg+fDiz78yZM3Hs2DG4ublhzJgxsLW1RWRkJP744w9ERUVh3759zL7z5s3Dw4cP0a5dO4SGhiI0NFTq+Xv06AGBQFAhY/Px8YGHhwfmzJmDjx8/omnTprh06RJOnToFf39/1K9fHwDQrFkzDBgwANu2bUNSUhJcXV1x9epVvHv3rkibK1euREBAAFq1aoVRo0ahYcOG+PbtGx4/fowrV67g27dvxfYnNDQUHTp0QL9+/WBraws2m42goCAcPHgQlpaW+O2335h9IyIiYGdnB19fX/zxxx/Ftvnlyxe0bNkS7dq1Q/v27WFkZITY2FgcOXIET58+hb+/P/T09AAA2traOHHiBLy9vdGsWTMMHjwYDg4OAIDHjx/jyJEjJQYTpOHz+QplpUyZMgWnT5+Gj48Pvn37hoMHD0rcP3jwYOb/s2bNwv79+5kpH4Ao8GRqaopWrVrBwMAAnz9/xr59+xAZGYmjR49KPeeDBw9w9OhRPHv2jNlmaWkJR0dHDBs2DCNHjsSePXvQqlUriYwiqhJVcU0OiqIoiqIoiqKqufPnz5MRI0YQW1tboqamRrhcLrGysiITJkwgMTExRfb/8uUL+eWXX0idOnWIkpIS0dHRIV26dClSfLO45TkL/4SFhRXbN3Fhz8KrkIgLe8bFxUls9/X1JQKBQGJbSkoKmTRpEjExMSHKysrMcvMFl2wlRLTKxsSJE4muri4RCATEx8eHhIeHF1lilRBRgU8/Pz9iZmZGlJWViZGREWnfvj3ZtWtXsWMhhJC4uDgyevRoYmtrSwQCAeFyucTa2pr4+/sXGYt4RbuCy5lKk5ycTDZu3Ei8vLyIqakpUVZWJurq6sTFxYXs3r27yDgJISQyMpJMmjSJ2NjYED6fT1RVVYmDgwNZtmyZxOp/FVnYs7TnR0G+vr5Fnitbtmwhbdq0IXp6ekRJSYno6+sTHx8fcvPmTannEwqFpFWrVmTy5MlF7nv37h1xc3MjampqxM3Njbx//75cx0rJjkVIBVa1qcWEQiEiIyOhrq4OFotV1d2hKKqGIfnzNE1MTMBm05l/YpmZmcjOzq7qblAUVY64XG6RIo8URVEUVRw6naSCREZGwszMrKq7QVFUDRceHl5tCkbl5eVh4cKFOHjwIKKjo2FiYoJhw4Zh7ty5TLA2Ojoaw4cPx9OnT9GzZ09s2rSJCcKIq58fOXIE/fv3Z9rdsGEDNmzYgI8fP5Z4/szMTNRVUUF0hY2QoqiqYGRkhLCwMBrIoCiKomRCgxgVRFzZOCwsDDo6OlXcm8qVk5ODS5cuwdPTE8rKylXdnUpFx07HXl5jT05OhpmZmUSV9Kq2atUqbN++Hfv374e9vT2CgoIwfPhwaGpqYuLEiQBEc5sdHR2xcuVKzJo1C3/99RcGDhzItMHn8zF37lz06tVL7t9VdnY2ogEEHziHN8qtFR5H8+YKH1rEkyfl1xYlm/J8/AobNqwb7t27jgcPHkgUKaQqTvKdOzDz9kZ2djYNYlAURVEyoUGMCiL+VlJdXR0aGhpV3JvKlZOTA1VVVWhoaNTKi1k6djr28lSdpqPdvXsX3bp1w88//wxAVOTqyJEjePDgAbNPQkICOnbsiMaNG6NevXpITEyUaGPAgAE4ffo0du/ejV9//VWhfqirCuDmooGgIMXGUZ5xIVXV8muLKl2BgvwVwt6+Ke7du46WLVsiJycHSkr0Y1KFq6BCjRRFUdSPi060piiKomQirsIuXm7t6dOnuH37NrPkHCCqSD9hwgTweDw8fvwYQ4cOlWhDQ0MDc+bMweLFi5GWlqZQP/b9dwx5eXmKD4SqMo6ORX/kObaiZWVlVvxJKIqiKIoqExrEoCiKomQyc+ZM9O/fH7a2tlBWVkbz5s3h7++PQYMGMfs4OjoiIiIC4eHhuHv3LtTU1Iq08+uvv4LP5+P3339XqB9L/7cFvXt7IDk5vsh9ZblIpipOSY+FLI9RRT+OxoiCMaIwZ5TouayjowMOh1OxJ6UoiqIoSiE0T5KiaoFdj3bBUGCIbrbdqrorVA32999/49ChQzh8+DDs7e0RHBwMf39/mJiYwNfXl9lPSUkJRkZGxbbD4/GwePFiTJgwAePGjZO7H+c3b0b/uYsxfborli27Dl1dEwAlXyQrOvWkOirpgr6yxilrH2QNPoj3K9z/igxeGCOqyLYGVlY4sXcveowcCS0tLZw8eRIeHh4V1wmKoiiKouRGgxgUVQvsebwHDfQa0CAGVSbTpk1jsjEAoHHjxvj06RNWrFghEcSQxeDBg7F27VosXboUlpaWch3r2qQJHj8ORMuWbliwwBPr1z+CiwtPrjZqqtIu6osLBpSl7aCgypv2UVmZM9ICGGLf8uu4JCcnY+DAgXj16hW0tbUrp2MUBbqUNEVRZfejL11NgxgUVQtk5GYgJy+nqrtB1XDp6enMcqliHA4HQqFQ7rbYbDZWrFiBnj17KpSNUa9ePRw7dgDt2rXDx4/P4eJS8tVvbZtWIk8wQ9bAyI+gpOCFmG/fvqhjbIzf5s1DyPv3MDY2xrhx47B8+XKoqKhUQi+p2owuJU1RVHn40ZeupkEMiqoFMnIykJ1Hv9WhysbHxwfLli2Dubk57O3t8eTJE/z+++8YMWKEQu39/PPPaNWqFXbu3AlDQ0O5j3/06BEAYNYsN0RFzcSkSfMqfTWXyp6qIj5XWadpyNPGj0KWAAYgCsx5ubvjza1biI6NxZ7Dh7Fs0yY8efIE//77b61bNp2qXOKlpMMPHIBGy5ZF7o9G8VP1qgsjGoL5IX2JjESH/v1h37gxgoODER8fj5WzZ2Pm8uUYOWAA1mzdWmm1hC5evIgJE35DTEwUfvqpA1au3A49PQOp+xohGoQQZGdng8vlyv054eL16+g7Zgxu376Nxo0bIygoCO3bt8emTX/Cy6t6ZjhnPLiDZkN+7KWraRCDomqBzNxM5AhpJgZVNps3b8a8efPw66+/IjY2FiYmJhgzZgzmz5+vcJurVq2Cq6urQsdOmzYNANCzZzesXbsA7969waZNf1b7ZTFlCR6UFhipzCkeNZ2swQtpjAwMMNffHx6urug8eDDMzcywdv58jB06FDA2LsdelqMzZwAAaZmZ+Bgbi6hv35CYloY/AwJwJn855D3jx8PZ1hb2fn5V2VOqBBqqqtAotB50FIxRjitEVwjR662695KS18uQEIyYPBmx8fEY6eyMX3/9FT179oS2lhZ2r1mDMTNm4K9Tp7Bl61YMGzasQvty5swZ9O/fH+3adcbhwytgZ9e4xP3ToFGmvwMfw8PB4/Hg5OQELpeLdu3aQUVFFZ8/h0FdXUPhdiuSkuqPv3R19f6kR1FUuaDTSajyoK6ujg0bNmDDhg0KHX/9+vUi21xcXEAIUag9b29v3Lp1C0eOHIGPjw8GDRqE4OB7uHr1KurVq8fsJ24/KysLHA4H8fHKzO0bNy4BANq29QSPJ39djcjIL4iKuofUVEtYWzuVur+0YEJw8EOEh3+Eg4MLTExMmf1kDWSU1zgePboHMzNLNGtW+jikefbsESIjv6BJEwdmHPIQjeMyAKLwOMryQVXsYXAwPoaHw8XBAaYmoqKxrVu2ROidO5i0YAF+nTULt8+fx9x+/WCrwFSoikIIwbGZM/HvvXsIDAnBp9jYYvcdtXUrCCHwO3cO60+ehLKyciX2lFJEFKpp0KyA8nj9UdVTQmIiHjx5AgDw9fWFlZUVBvbogV9nzcK9M2cQePYsZq9YgaWLFmHAgAEKvX/Latas+WjTpj327Tslc+ZHFIzlen6KX2/GiIKdtTWysrJw+/ZttGvXDgDg49MHR4/uw2+/zZHoQ1paKgSCoquyUeWPBjEoqhag00moH9HZs2eZtNCBAwfCysoKrVq1Qv369aGpqQlra2u8efMGqampUFVVRXp6OgDAwsICdnbNER7+ES9fBgMAHB1d8c8/AeByuTKf/9WrZ+jWrTXS0lIBAMOHr0WPHlOk7ltcJsT27WuxZIkoo0RNTR0nT95Gw4ZNmGNKC2RkZWWhT592CAq6W27jmD9/LcaOlT6O4pQ0DlkoOo7yvmhau307pi1ZAgBQV1PD7ZMn0aRhQwCA4adP2DdkCBoKBPjflStwnjYNpxIT0XbWrHLtgzwIIQgKCkJCQgJObdyIbefOoaWNDSz09ZkghoDHw4WFC+FkYwNefrAiIysL/7tyBZP27kWSpyf2X71apN4NVbvI+1oqGFShwYsfX5tWrXB8zx74/vYbrK2tYWdtjYObN+Pthw/w6N0b/+zejWUzZ8KtZ0+0a9MGm3fuRIsWLSqkL7GxUfj5515yT12RNZBR8LkdBWM0bz8YLVvuhp+fH54+fQoulwt//zH4++/9ePDgNqKiIjB+/Pel5r28umH79r9+2Gkc1QX9i0VRPzhCiCgTg04noX4whee1tiwwf3z27NmwtbVFaqrownzJkiXYt28f9uzZg379+uHChZN4+TKYuXALCrqLy5fPynX+HTvWIjMzg7l96NBsuYqcCoVCrFo1h7mdkZGOHTvWytWHGzcuMRf+gGgc169flKuNwuNYubJ6jOP9+5Bi9zdGVLlfOAmFQsxZtYq5nZ6RgX1//SXuEACAp6yMuf36IXjjRjhaWcFz/nwcr4IghlAoxN69e+Hs7IyWLVvCy8sL286dw6zevXFv9WoEhnz/3WXm5GDXpUtMAAMAVHg8+P38M3b7+eHg9evgcDj4+++/K30clOwq4jlfsG1FjqnIPlHVT09vb0QFB2Pq2LF4HRoKZx8fuLu4oEXjxpiyaBGcmjXD9X/+QXRcHBwdHfHp06cK6QePx2eC7pVBVIh8G0JDQ7Fu3ToAgJmZGQDR37vJk4dL7H/x4ik8e/ao0vpXW9EgBkX94LLysgCAZmJQtcKAAQNw7tw5TJ8+HQcOHEBkZCQiIyMxefJkDBs2DCNHjsSqAheqgwePYf6/du0CJCcnlen80jIuKnLJ0XfvFG+7OFxu1S9X+/ffV4vMc5bnoik8IgI9R45UaOUcALBv0AAuDg74+u6d1HQYDVVVnJs/Hz1dXNBv9Wr8OWmSXO2/ffsWVlZWmDdPVIxW/LN08GC4N2oEFouF+Pj4Ise9efMGmzZtQmNLS/zyyy/QzM7G+QUL8GnvXiQcPozlQ4fK1Y+h+anRADB9inzZN1TVKO/AAQ1C/JiiCrxjlic1gQBr5s9HZlgYZvj5Ye2OHahjZIRXb98i6OlTODs4YNq4cSCEQBhdMQVe69dvgMuXz1RI28Wxs2uMUaMmYdGiRfjf//6HyMhIAICWlg6uXXuBkydvwdPTB5aWVgCARo2aVWr/aiMaxKCoH1xmbiYA0JoYVK1w+PBhdO7cmbltbGwMYykFGC9fvoyIiAjs378NhBBcvXoVMTFf0Ly5Cc6cOSbTucaOnQoVFVXm9syZy8Fms+HoCImf4rDZbMycuZy5raKiirFjp8p0brHmzT1ha/u9MKqjoyvc3b3kaqPgOGxsGmLGjGVyTS0oj3F4evogMpIgMpKAREaiTxs7iaCFPBda4RERcO/dG62dnOQex6YlS1DP3BwvQ0Lw9PlzTO3Ro9j9ucrKODh5MnzbtYPvhg3o26YN3r59W+z+oaGhmDFjBurVq4cGDRrg/fv3WLp0qcQ+8w4dwo2XLwEA+vr66NmzJ/766y9cvXoVLVq0gJ2dHaZNmQITHR3cW70alxYvRicHB5jr60NLTY0Zx/IhQ5g2VXk8TO3eXWqfWCwW/ssvzNuyeXMgqvjf8/nz53H79u1i76cqV3GvicKvm9J+qB+frMEMeYIePB4PS6ZPRyNbWwj09GBnZ4dxM2ciLy8PHq6u0NHWhq2bG6aOHatwMFmavLw8fPz4Dg0bNi23NgsqafzTpi2Gl1d3+PmNx5gx46Gjowd7+2aoV88a9es3QE5OLho1ao4LFx5BtRYU1qxqtCYGRf3gMnJEaeJ0OglFfdehQweJ2+3atcODBw9gY2ODMWP64sSJ7ti161iJK500bNgE16+/KlNBzLFjp8DZ2a1IYU+x0mpiKCvzsGxZAJ48uQgrK8Dd3UuuehjA93E8e/YYhoZGaN686LKOpSltHCUpzwupvLw8PH/zBke3b4djs2bf7yhtOZf8X/QYOzu0+O03fIyJgYutLUz19Eo8H4fDwZ4JE9C2USPMOXgQDe3sMPKXXzB27Fg0a9YMOTk5OHLkCDZv3oxHjx5BW1sb/fv3R5s2bcB//hzWJiawMDCAhqoq0//30dHY9eefiE9PR2hQEAacOAEAaN26NU7Mng2v5s2hUkrRvCk9esCtUSOZxtGpRQuoq6khJTUVQqEQ7KgobD95Er/++isaNmwIT09PeHp6wtvbmznm+fPnaNSoUYl9oCoPDUZQBSmSfVG4DgQg2/OKzWbj7YsXWDl9OroNH45jZ86gf/fu+HDvHjbt3Yv5a9ZAU0MD81avlrtP0ty+fRufPn3Apk0H5D62rK8TFRUVLFu2BenpqQgNfY1Fi9YzBUznz/dHQMB5NGjQCI0bNy/TeSjZ0CAGRdVQ7769g+9JX1wechmqyqrF7peRKwpi0OkkFFUya2tr3L59G23atMGFCyfRo4cbduw4ijp1zIo9xsTEFCYmfcp03mbNnBReEQQAlJW5aNnSBwAgZ/yCIRqH/CuKFCTPOCrqoovD4cBbUxPIzS0aASotIpTPydoaTtbWMp+TxWJhaLt26NumDbadO4cVf/2FXbt2oVndukhIS8On2Fj4tGyJadOmoVurVuCLHyQpSwtzOBzY1KmDtV7fs2kCw8ORkJkJr/r1RZklMlb9l3UcbDYb+9avR5/Ro2HSvDli4uKY+169eoVXr14VWZHIz88PN27ckKkfVMWhwQtKVoo8V2QphDl2yBDMWrECIyZPBgD4zZmDlLQ0jBo0CPMmTYJQKMT8NWsQER2Njbt3l3nVklu3bkFTUwstWrQqUzuFyRr40dXVw59/Fq2fJa7RERLyAm/evCh12Veq7Oh0EoqqoZ7HPMfd8LuISY0pcT8mE4NOJ6GoUrVu3Rrz5s0DADx6dA89e7ohIyOjlKOqh7LU3qhMFXLhFRT0/aeK8LlcTO7eHZF//IGz8+bBpk4duDdqhCcbNuD03Lno99NP3wMYJXn8WOKms5kZOltbV+jqIb1+/hln//xTIoABAA5Nm+LOqVN4ef064p4/R1JICPy7dsXNmzfRvXt3tGjRAu8qojALRVEKK/weK8t7bnH7lHZxP87XF6F37sCjdWsAwLeEBIyZPh1nL18GACyYMgW716zBH3//jfY//cSsEqaoyMhImJnVlXtlEqD4sZRH3ZDt2/9isiCTkxPL3B5VOpqJQVE1lDjDQvxvafvRTAyKks3ixYtRv359vH//HkuWLEFAwHl4e/es9H5U4fV4haiwb42r2S9KWUkJPzs54WcnxbNrilVBSxYCgHf79iD5xeqK8+HTJ7z6/BkNzcxw6tQpAMCOHTuwdq18q9FQFPXj0NfVxd87d2Llli2YvWIFCCEYO3MmvnTsCAD4ZdAgNLK1RYd+/dC/e3f8e+5ciVM1S5KcnAx1dY1y63tpAYzo6EgEBFzA+/ch+Po1DmlpKRAI1MHnq6Bdu85wd/eCsrIyVFRUcODAOdy7dx2NGzuUW/+o4tEgBkXVUOIMC/G/xWEKe9KaGBQlM19fXwCiQqH379+q9CCGvNfl1TULo0LT3atZ8KJcFMrCkFCBAYxSa4YAyMnJge/Ikbj96hWsTUxwaMoUDFq3DmfPnqVBDIqqpsrjPViWGhksFguzJkzA+WvXcOv+fXQvMCUOAJwdHHBs1y74+Ppi5vjxWLtjh0J9iY2NhaamtkLHArJnXaSlpWLmzHE4ceJwkcKkDg4uSE6Ox/7922BsXAfz5q1FWloq7O2bYvr0JQr3jZIPnU5C/RCERIgnUU+quhuVSpxhIQ5SFLsfnU5CUQozMTFBcnLlzzuXJSghywooVaFSVj6oqgDG48fl8yOvigxgiBWeklPwdlAQYq5exe1XrwAAc/v2xcC2bfF/9s47vqmyfePf7KRpmu7dUih7b2QoCgiCIgjurfxUFPQVNw5U3L64xRcX7o3gAhkyZe+9u+jeI03T7N8fpydt2nTSBeT6fPjQ5JznOc9zzkly7uu57uu+pFcvTp48SVFRUcuPr5nw2muvMWTIEHQ6HaGhoUydOpUTJ0647VNeXs6sWbMICgrC19eX6dOnk53tnrr5xx9/0LVrV7p168Zff1XmyCcnJyORSAgNDcVgMLi16d+/Py+88EKLze1Cx2sffED0oEHk5ue39VDOSdT3nd0QAuC7Dz9k5fff88Err9TYNnHMGF6bO5e3P/mEY8eONWmMmZmZZ0ViNAS5udlMmzaaX3/91kVg9OtX+UMbGRnNlClT+OGHH4iIiOaBB27i8cfv4corh/HKK09htXqft1sDXhLDi/MCqxNWM+iTQeSXXTg/XC4lhjedxAsvWgyjR49m5cqVbeKLURs5ccESF9A2vhdnQz40ts+BAz3/a214OMfRwcH889JLLH7oIW699FIA7p84EafTWSNYb8/YuHEjs2bNYvv27axZswar1cr48eMxGo2ufebMmcOff/7JL7/8wsaNG8nIyGDatEo1ltlsZtasWXz00Ud8+OGH3H///Vgs7r+xBoPBq1BpZZxOSiI9M5P9hw/zynvvcdP995NWT4rU+YzGfh83tAxrXYiJimLCpZcikUg8bn/w7rtRq1S89957jRqbiAkTJrBy5TLy8nKa1N7pdHLmTBLLlv3AZ5+9xzfffMw777zEpk3/uPZ5771XOHRI+G7u0aMP//vfj/z99y6+/vovbrjhLgoLC/jyy6+5+eabsVgsjBo1loceepqnn36djz9+i2uuuZiUlMQmjc+LhsObTuIBr732GkuXLuX48eNoNBpGjBjBG2+8Qbdu3dp6aF7UguzSbJw4KTAVEOQT1NbDaRWICoz60knOpxKrDgds2wYV/lFeeNHiuPPOO3n55Zf555+/mDz57KqQNAXtjayoilatjNAWyovmJC0aepy2ICwagbH9+rm9PnLmDGFhYcTE1F7Bp71h5cqVbq+//PJLQkND2bNnD5dccgnFxcV8/vnnfP/994wZMwaAL774gh49erB9+3YuuugizGYzMpmM/hVlfOVyOWaz2a288YMPPsjbb7/NrFmzCA0NbbX5Xcj47K23eOmJJ4gMD+f1hQtZt3kz67ZsIScvj4WvvsqNU6YQGNCyq/jtAQ2pKnK2/UPTfgPUajX/+b//4/UPP2TBggX4+vo2qv2TTz7JJ598ypdffsRjj73Q4HZOp5PPPnuPL774kOTkBAA0Gh/Ky004nU7kcjmHDuWi1/vzzDNvcPnlk/Hz09Ov32CXqfK4cVcybtyVAJhMJv766xfWrl3ByZNHeP/9V/nrr+389ttmHnjgJkaO7EKXLj244Ya7mDnz0UbN0YuGwavE8ICGsPRetC8Um4sBKLWUtvFIWg8NTieposRwOp0tPq6WxMaNMGoUpKW19Ui8uFAQHx9Pr169mD//MTZsWN3Ww2lztJrioiraSnnRFmjLYzcBpzIz6dmzZ1sP46xQXCw8PwQGBgKwZ88erFYr48aNc+3TvXt3YmNj2bZtGwB+fn7cddddREREEBkZyf33349Op3Pr96abbqJz587Mnz+/lWbihUQiITI8HICln33Gzx9/zOWXXALArKef5tUPPmjL4bU4xG/nprZt6vHq+lcdDoeDD7/4Al9fXzQaTaOPGRISwsUXj2PNmj+x2WwNbrdx4xqef34O/foN4c8//yQ3N5eyMiN2u53bbrsPwGU2qtFoGD36cgYMGFprVSiNRsN1193OokU/smrVXnr27MvUqaO4777rufXW+3jzzTfJyEhl/vzHGDQohtdff4aSkuJGz9eL2uElMTxg5cqV3HnnnfTq1Yt+/frx5ZdfcubMGfbs2dPWQ/OiFpSYSwAwWM4dSevZQlRYGC0mvv4a7Pa69wOwO2vZqRlRZi3jQNaBFuk7L0/4v9j7O+BFK2Lq1Kmkp5/h5psnkJOT1dbDaRO0OnEBrZc6crZ+FS2B9jSWOpBdVIRer2/rYTQZDoeDhx9+mJEjR9K7d28AsrKyUCqV+Pv7u+0bFhZGVlbl5//5558nLy+P/Px8nnjiiRp9SyQSXn/9dT755BMSEhJadB5e1ITez4/rJk/m2w8/5PimTQwfNIh3P/2US6dP50g1D5TzDQ35rq6PbGguVO87JS2NUqORyMjIJpVJBbjzzlkcPXqAp5+e1eDFuWPHDqLV+vLbbz9w1VVXERwcDMCPP/7IN998zGuvfYRW2zhViAiFQsHSpZuYM2ce6elnePXVp5BIJMye/RQjRlxKQUEu77//Kg89dDtpaWf4/fef2L59E2lpKfz11xJWrfqD4uKiJh37QoY3naQBqM7Se4LZbMZsNrtel5QIQbXVar3gDF7E+bbmvAvLCl3/t+X5bs25Gy2CMujEITWv3wExMTZGjar5ZS7uB1BWXoZG0XjmuyEQ5/ztgW95fN3jFD1eVGtOZFNRWCgB5BQX27Ba24+qpCWu+4X2vdGe8eyzz/Lxx5+Rl5fN+PED+fvvXURERLX1sFoNbUJetCSaixyobZzNmQMkjrWN0kyWbdtGTnEx911xRY1tGfn5bD9xgoevvLINRtY8mDVrFocPH2bz5s1Nal8fgTNhwgRGjRrFc889x/fff9+kYzQHPAWprf65bkN069yZSy66iG179rBx2zYuu/ZaTm3Zgt6v+Up1tjUaQ0S0JGlRHzrGxjJxzBj2HT1KRkYGkZGRje7juuvGkJKyiMcfv4epU29ixIhL621z9OgBYmM71nj/s88+IzIyhltuuafR46gKPz89KpXa9frJJ590KUUkEglRUbFce+1tXHJJN8rLayqo1WoNPXv25YUX3mHAgKFNJnguJHhJjHrgiaX3hNdee40XX3yxxvvr16/Hx8enJYfYbrFmzRqP71ssUo4fD6Rv37xmO9ah1EMAbN6xGU42W7dNRm1zb06cTjkNwIEDyQCsWLGPkpKaBlb7s/e7/v5r5V9oZdoWHde2Q9sw2Uws/WspGlnzEiY7dnQC+rBu3Q5yc5vv/mkuNOd1Lysra7a+2hILFy7kv//9L1lZWfTr148PPviAoUOHAnDixAnuvvtuUlJSmDlzJs8++2wbj9Yz1Go1e/emcfToQSZOHMyqVb9z550PtPWwWgXnFYHR0uRFbdubg9RoIzLjYHIyu0+f9khiPPTpp/ioVPznP/9p1TE1F2bPns1ff/3Fpk2biI6Odr0fHh6OxWKhqKjITY2RnZ1NeEWqQmPw+uuvM3z4cB5//PFGtcsjmOohdl3B54VESjQF3Tt3dv1tKi+nxGBodRLjbLwkmhMRZLYpkfHFO+8w6Ior6Nu3L3PnzuWBBx5odGrJo4/O4JNP3ubVV5/im29WEBDgeaE5IyONb7/9hN9//5Enn6xZMaWwsBB//9oXqRuDmTMfZerUm9Dr/fHx0WKxWCgtLcHPzx+FQoHD4eDkyaMsWPA8ffsO4o03XmbEiBEUFBTwzjuf8v77r3L11SMIC4vgr792EBV17ngNtQW8JEY9aChLP3fuXB555BHX65KSEmJiYrjssssICrowjCZFWK1W1qxZw+WXX45Coaix/aefJDz/vIzsbBvV1JpNxnfLvoN86NyrM5P6T2qeTpuA+ubenPhm6TdQCIGBArMcETGQSZP619hvx8YdiL+Xl429jGCf4BYZjzj38NhwyIRho4cR7Rddf8NGYM8eIQOuT59hTJrUvpQYzX3dRTXXuYyffvqJRx55hEWLFjFs2DDeffddJkyYwIkTJwgNDWX27NnceuutDB06lJkzZzJmzBhGjBjR1sP2iIKCPE6cOIzT6WyU5PTo0YMsWiRUKJg58zF69uzbqOM6nU5+/vkr1q1bQXR0HHPmPIevr67+hlVQWmrgnXdeIi0tmTFjJnH99Xc0u0qqPjidTr76+WdWrFtHXHQ0z82Zg666oVs95IChrIyXfvqJ5JwcJg8Zwq2XXdbweVSQAAezsliwdSsAj40YQd9GBqXOXbv4Ki2NFTk5xGk0PNe1Kzp5PY9S4rwqyAyD2cxLGzeSXFTEpC5duKN//6bNo0IS/9jUqfTtWHOFsc55OJ18u2EDf+7cSVxoKM/dcAM6Dwsuz990U63tf604j+eaaaXT6eTBBx9k2bJlbNiwgY7Vzt2gQYNQKBSsXbuW6dOnAwLheubMGYYPH97o4w0dOpRp06bx1FNPNbptY1fXawuOqwetbR1EtwUuGzmSXt26MbhfP15/+mnC2/C+bW4yoymERPVjt3RKSdXjhYWEsHP5cl58+22efPJJfvjhB9asWUNAI0xXJRIJ3377JaNHj6Z372B69uzH3LmvotH4sG3bRpKTT7N373YSE0+hUCiYPXsuzz8/x9XebDZzyy23sG/fPh599IUGHfPo0UMsWvRfoObveVpaCh9//DYWi5kOHeIZO3YS3br1QqUKweFwcPXVIykszCc+XigScfDgHjQaDb6+vmzcuJGLLhqN1Wrlf//7L9nZmYwf35+1aw+xdu0Ktm3bgE6nJyYmjjvvnHXBLo5Xh5fEqAO1sfSeoFKpUKlUNd5XKBQtHsy2V9Q296IicDqhqEhBSEjzHMtgFbwwymxl7eJ8t8Z1NzuE9CWjUQjsc3JkKBQ15WcWR2XZN6fU2ehxWSxQxXC9XpTZBAWB0W5s9nMgeuuazXLawWWugea87u3hPj5bvP3229xzzz3cddddACxatIjly5ezePFinnrqKQoLCxk0aBB9+/YlMjKSoqKith1wHfjgg9f4/PP3ufjicUyefH2D2mRkpDFlykjKywVfmpUrf2PDhqNERjac3Pv556+YM+cul7nY8eOH+O67vxs19nvvvY5NmwSV0J9//gLADTfcWW+75gx0vvr5Z+6aM8c1j0PHj/P3d99V7tAABcZ1b7zBmgOC305WYSF2p5M7x46t3MGTWqGK+iKtuJiRixdjqkjV+u34cY7OmkV0Qz0ddu/mq7Q07jpwwGUodshg4O9hwxrcHuC6Y8dYkyiU3/vl6FEA7hwwoGF9eJrH9u0cXbiQ6OCGE9RfrVvHvQsXMrJ7d/7atYtDKSn8/cILDW7vcDhQyuVYbDYKCgpc+eXnAmbNmsX333/P77//jk6nc/lc6PV6NBoNer2eGTNm8MgjjxAYGIifnx8PPvggw4cP56KLLmrSMV955RV69erlMg5sKTSGyKivn6rtzgd0iI7m8Pr1zdJXc1X/aI5+mot8aGl1RnXiJjI8nBfe/IZpt87h+uvHEB4eztixYxk0aBDXX389ffr0qbfPoUOHcurUKZYs+Yeff/6SW28VFjEDAgLp2LELl1wynieeeJlRo8bSq5f7gnJ+fj6//vorAFdddW29x8rISCM4OIRly4S0sBdeeMdt+1tvvchPP33hev3yy08wd+6rPPjgXAyGEnbvFkjfhIRKP5ZrrplOXFws+/btc70nlUpxOBwEBASj1fry+OPuaS52u40HH5xb73gvBHiNPT3A6XQye/Zsli1bxrp162qw9F6cHcQ4JTe3+fosLhd8S9rK2LPQVIjB3LrHFg07Sw3CxzirFr/BqsaeVnvjfBYsFggPh2oV6eqEeA3Ea9IcSC9J5/XNr1NcLKgvzpNMi/MaFouFPXv2uDn8S6VSxo0b53L4nz9/PuPGjcPHxwepVMqECRPaarh1IikpicWLBVf7f//9h6ys9Aa127NnG0ZjKXa7HbvdTmmpgT17tjXq2OvWrXA91DgcDjZsWIW9NhdfD7Db7WzcuNrVXiqVsm7dikaNoTmwYt06t3kkpqRUzqMBBIbdbmf1/v04HA581Wr2JCSwomq7qqkitZh0bktLo9Riwe50Ync6MVgsbGtoqaOKY63IyUEKOCr+7S8pweZwNKwPwO50sjohAYfTicPpRCqRsOLUqQa39zgPk4ltfzeO2Fqxezd2h4MNhw8TqNORXVTkuh6pubm8/NNPbD9+vNb2B5KSsFTke1ssllr3a4/43//+R3FxMZdeeikRERGufz/99JNrn3feeYerrrqK6dOnc8kllxAeHs7SpUubfMyuXbty9913e8yFb07UFxCLNo51mTlWf78ljB/rM5RsSJWLphyzOfoQ+2lsf/XNtanjacz77QHVr2nfvgNZv/4Izz77JgaDhffff59Ro0bx4YcfNsgbLDo6mocfvpP161fx5Zdfsn37dvLyctmzZztffPEh9913fQ0CA3CVdr3rrtl069ar3uNERkYTGhpOaqqN1FQbgYHufc6e/RSDBrkrtY4dE1Ld9Xp//vnnADff/H+88MLbzJu3gDfeWIRarWHfvn1Mn34rH374Lbt3p3LmjJVff93AsmWb0On8mDz5Orp27Unv3gMYNWos11xzS71jvVDgVWJ4QH0s/fmELVsgOBi6dXN/v9xWTnF5MWG+Yc1+TLGyRLOSGG1cYvWO3+4gwjeCD6/4sNWOKZZONZYK6ovMWp5dqpZgtToaR2IYDFBYCHv2gIeUaM9tKsicovKiRh2rLvx9+m/mrp3L9OLHADneasftH3l5edjtdsLC3L9DwsLCOF4RHE2aNInc3FxKSkoIaS5ZVjPC6XTy/fffM3PmTDcH9Esu6c6TT77MAw88UWcaQExMXIPeqwvR0ZX7S6VSwsOjGmX4JZPJCA+PIjs7A0dFsB0T0/rEfFwVNaNUKqVbfHyj5xEVFERGQQFKuZzS8nI6hjXu9ynOQ/6ip/fq7KPKM4AUGKTXI6+lBJ8nyCQSotRqMsrLcQA4nXRshIQa6phHfZ4fVRQqcVWk9JmFhagVCtf1eP3XX/loxQpOpKdzUffuHrsqrPIlHBUVxebNmxk5cmTDJ9GGaEg1A7VazcKFC1m4cGGj+4+Li/N4jI8//piPP/640f1By6khqq6O1xf4NlcKhCeSpD40x/zFOTalr/rIgrZQZbRnoqKxiIiI4v/+7z/83//9B4OhhBdeeISHHnqIt956i5kzZ3LnnXfWeJaoDpVKxR133NHgY4opuwMHNlBJVw/i47vyxx9bOH78MGVlRgYOHOb2fNCzZ18WLPjUrc3EidewZMk33HbbfW5pqsOHj3b9/fHHPzfL+M5HeJUYHtAQlv58wQMPwGWX1QyAP9r1EaO+GNUix2wJJYarxGorqyFEZJZmkmZo4IpeM0FUWJSVClxkbSSGyWZCKRPyQSz2xq2YiYqHpKSGtxGJJJFYag6IFVYKi4UgzEtinD9QqVTtksAA+PDDD7n11lspLXUnR202G6+88hSTJg3loYdu54MPXve4wtq//xDmzVuAUqlEqVQyb94C+vcf0qgxzJnzHLfcci+DBg2nX7/BfP5541eDP/98KeHhUUilUkaPHs+cOc81uo+zxXNz5jB+9GjBpT08nBcefbTRfSydO5eowECKjEbG9+/PczfcULmxAYaXQ6KiWDB+PEqZDKVMxoLx4xkS1bgqM8917cr4kBAkQJRazfyuXRs5C1g6eDBRajVSYHxICM/pdI0yNG3yPKqoU5674QbGV3hxRAUG8mMV08lJgwYxont3npg2rdauNFVyDHv27Em/fv0aPH4vGoZg8lqttHFrBcTN4d1wNqiqQmnMv/pQX5vGpPG05JjOts/WgE7nx1tvfcaqVXsZMuQSnn/+ecLDw4mLi+OZZ54hL8+zqbvBYGiU0klM4YiN7dQs4wbBp6NHjz4MGnRRg3yOgoNDmTnz0SaXdr3Q4VVieEBDaw6fD8jJEdIQpk+H9etBtPXIMGSQXtIwyXRjcT6mkxgtRopkRa16TFGJYTIKH+Na00lsJvxUfuSV5TU6ncRUkYniicQoKQGpFKp785VYBEKpOZUYZVaBTSmuIDHOx3SSHw79wI70Hbx7xbttPZRmQXBwMDKZjOzsbLf3m+rw39o4deoUzzzzDDExMaSmpqJSqbn//sc5cGA3CQnH0esD6NKlB3v2bGPJkm8YNWoMsbEdyc7ORCqV0r27UM1q5sxHufdewUxM2ogVexG+vjreeON/2O32Jpdc699/CLt3n2lUH80dOOl8ffn7u+/Oah5DunThzOLFDetj4ECPyoRHR4xgToWvQVOuh04u5+9hw7A7nciaaI46xN+fM+PG1eyjmgFoXTireezdi27gQP5+4QWP5/LKIUO4cohnss1qs/Hnzp38e/QoUqmUgu++Q3/jjY07vhfnNJrLD+J8R3shBc5V9O7dn/fe+4rnn3+bDRtWsWfPNt599z3efvsdLrvsUq688kquuOIKNm/ezIIFCzh8+DBqtYYxYyby8svPMqAOn6GEhASuvvpqALZuXc+BA7vp0qUHJ09u49ixY6hUgjru8ssnc9llV7S6EbYXDYOXxLiA4XRCXh7ccQf88AM8/zy8/rqwrcRcgslmwmq3opA1r8Fgc6eT2B12F3nRVukkRqsRqaR1hU2iEqPcKKyI5eaC1UoNw0uTtZLEaKoSo8KDzg233QYBAfDll+7vt0Q6iYvEqCjYcT4qMdYkruGfxH/OGxJDqVQyaNAg1q5dy9SpUwHBDHDt2rXMnj27bQfXAIwbNw6DwYDBYCAiIoLRo0fzzjvza+z3/PPPM3/+fKZPH+22ChQXF8eMGY9w992zmxQsV0dz1IxvD3Xn28M8mnQ9Bg92U0s0lcCoilr72L27QUTGWd1XFQSPrJElWw+npDC94kFh/s03o9e2bMluL84deMkNL1oCgYFBTJt2M9Om3cwjjzzPDz98zr///sPDDz+MrcKXZ9y4q7jvvifJysrg55+/ZPDgwXz44Yfcf//9HvusurjyxhuVpd1VKhXx8fGYzWbMZhtfffU/rrhiKs888wbx8Y1X3XnRsvCSGBcwSkrAZoMrrxRW1Netq9zmMmc0Fzd7SU5RiVGLIqzREIkLuVTepkoMh7Ph5m7NAVGJYS5TIpcL1zI7G6oX0jHZTOhVgvt+Yz0xRBIjNbUmQXLoEHhSMLvSSZrR2FMkMUoNErdxnU/IK8ujwFTQ1sNoVjzyyCPccccdDB48mKFDh/Luu+9iNBpd1UraK/bv38+ZM2dcrzMzM/nll19YtGgR+iqVLPLz8/nxxx9dQfVTTz1FaWkpAQEBbN++neeee4gXX3yEAQOG8frr/6NHjz44HA4MhhL0ev/WnlajcE4GJI0MyNs1GqHKOCvs3duo89a/U6X0+tmq6TxeXFCozUujuUuHeuFFVQQFBTN79pPMnv0keXk57N27g+7dexMbW+nzdO+9c3jxxUd54IEHKC0t5fEqqXIiRowYQUZGBllZWXTq1AmFQkF2djZhYWFu5Us//XQJDz10G+vWrWDLltNERcW0yjy9aBi8JEYrQ8xUaQ/KJJFECA6Grl1h6VJhfBJJpcdEUXlRvSTGpk3Qvz/4+TXsuM2txBC9FyJ8I9rME8NoNTZa5XC2EJUYZqOaTp3g5EkhpaQ6iVFuK8dPJVychqaTOJwO3tv+Ht0MswAldrtAZIjPr1YrnDkDnqrFiURSSygxxEos56MSI9+Uj9FqxGwzo5LXLNd8LuKGG24gNzeXefPmkZWVRf/+/Vm5cmW9Bl1thZUrV3L//feTnJxcY5vdbndJSlNSUvjuu+9YvHgxCQkJADz99NPMn++u1Ni0aRPz5s1jx46djB3bl06duhAeHs3p08fYv9/7kN/iqCWlpMmopsZoFbQGmdEIIkMikfDtI49w69tvI50yhZ1vvUXjXF68OFtUT1NoCmHQXOU0W6M6RnMSqt4Uj/MHwcGhjB8/ucb7CoWCl156Dz8/PU888QRZWVm8/vrrNcrWi36HIjxVorznnmsxGEp49NEZWK3nVhWmCwFeY89WxksvweWXt/UoBFQlMbp0EcgF8T2RDKhvNd1ohLFj4cknG37c5vbEEMcY7RfdJukkdoedcls5BosBu6PhpQ/PFqISw2pSI3rLeTL3FNNJoKax597MvTy3rqbJ36n8Uzyy+hF2JB90vVfVFyM1Fez2mj4cTqfTTcXTXDBajeCsNDE9H0mMvDLhw5dvym/jkTQvZs+eTUpKCmazmR07djBsWPM4gTc3nE4nEydOdCMw7rjjDoqLiwkLC0MikXD//fczevRoBg0axDPPPOMiMADi4+Nr9HnJJZewYcMGiouLeOml90lMPMXWrevJycli8eLWq2TU7tHSaoPmRFuNdffuliVQPJSkrQ3XValC8sjnn7fUiLyohtrMF9uTKWNLoTnMJ8/3c+RFJSQSCU888RLz57/H+++/T8+ePbnpppt4/vnnPS5S1IXMzDSkUikqlbplButFk+ElMVoZGzdChSFum6M6iQEglqsXlRj1BaJ79wppDF98UbuxZHUUFwuqjeYiMcSxRvtFt0k6iagSqDqWs8Hjj8PXX9e9j81hw+awoZFrsJk0xMcLChqPJIatksSonk7y+/HfeWPLGzXMbMU55RRWkkJVSQzxb4PBPbXD4rS40mqaXYlh1eBwnL/pJPllAnlxvqWUnCuQSCRkZGSwYcMGvvzyS9LS0vjyyy/x8/Pj6aefdpVb3bRpE/n5lUTT3Llz2bx5c52l3ZRKJc8++yCPPvoC8+e/B8Czzz6I1dq49K7Whvehvxa0JekikhktRWiIZEYdpIZSoeC+iprbm48ebZlxeOGGplSjONv+2iuaOvZzNcWl6lX1onH4v/97iOXLdzJgwAhSU7N599336N69O0OHjuKll97jzz+3ce+9c/jtt39r7WPt2uVcddV1REQ0rpKVFy0PL4nRinA64eBBKCgAo9HZ5lVQRBIjKAg6dxb+FkkM12p6PUqMnTtBoxG8Et57r/5jlpeD2Swcr7nTSaJ0UW2STmK0VsoCmkN98PPP8M8/de8jppIEagKxmbQEBkJoqGciqS4lRm5ZLlaHtQb5I6o8couFuUVGupt7Vv27avGJMrvALoT4hDSrEqPMWgZmYQ56/fmnxLA77C7yQiQzvGh9iAaed9xxB1FVDF8eeughvvjiC55//nm2bNnien/hwoW8+uqrjKyyMl0XFix4nrvvrjQ1fe65h7DZbGzevI63357P2rUrsNtbT83VELRasNNSxEBL+WS0B/VIS6szoFYi4/177nH9vXLlypYdwwWOpn4Gz1eFxtkE821JBFQvaNrQfau/70Xj0KfPAN577yt++WUdu3enMmfOPIKDQ3nhhUe4+uoRfPrpu1xzzSU1SqmLyM3NJiYmrnUH7UWD4CUxWhHZ2ZXEwTurltDro17N2n+uMZc/TvzR4P3z8kCnA6USfHwELwUXiWFuWErAzp3Cs9zMmfDRR5V+F7VB3N65s1C+szlW1EWiJcovCoPF0OrkkNHSfCSG0ymoKQoL695PJBkCNAE4yrXodBARUbsSw2XsWc0TI7dMYJLEVAZXmwqSpKDEhEIhKHWqKjFqIzFMDqFdtF908ysxKkiM8PDzT4lRVF6EE+G+Pd/SSc4X3Hnnnbzwwgtu6TD3VAnkGoqoqMqf3a+/XkRsrILrrx/LggXPc9ttVzJ6dA9+/fVbjh07xPHjh137Op1OMjPTyc/PbXMCvMXQHoiBxmDw4PYx5tYgMqqRGUqFguMffQTAxIkTea8hqxjtCJs2bWLy5MlERkYikUj47bff3LY7nU7mzZtHREQEGo2GcePGcUp8QKrAtm3b6N+/P3FxcXxeLa1GIpGgVqtJSUlxe3/q1KnceeedDR5nc/lWNEal0ZaoOdKa/5rrGG0NTwRFQwkOL5oGX18dDz30NJ9/vpRDh3L544+t6HTCs+XXX39d47fV6XRitVrIzc321N1ZwWKx8Pzzc3jwwdvIyEjD4XCQlZXR7Mc5n+ElMVoRhw5V/r3uwCmO5R1rsNFiQ/DVga+49udrG/yAm58vpJKI6NLFQzpJA5QYQ4fCnDmCyuKLL+o+puiHIaavPPzrKxSXWrjrrrqVGdml2TUCbREl5hKkEinhvuE4nA7KbeUe9xOxK30XpwtO1z3QRsBNiXGWFTny8wXTzIJ6MgpEkiFAFYzTosXPTwjuPZEYbsae1dJJco21kBgVJEmhoRwfH+jYsaYSo2dP4W83EsMutIvRx7QoiXG+KTGqnn9vOkn7ht1uZ/LkyXz00Uc1jMIaiqoqj6ioKJYsWUJeXh7bt28nPj6OBx+8jbFj+zJmTB+uvnoIo0d3pUcPfwYNiqZPn1CGDo1h+fLPXOXlWhrtOehpEFq6akl7IDNaw3C0GpHRLTqan554AoAnn3ySRE+1uNspjEYj/fr1Y+HChR63v/nmm7z//vssWrSIHTt2oNVqmTBhglsZ5RkzZvDcc8/x/fff89prr5GamurWh0QiYd68eU0eYx7NWxmuveNCDM7FOTd27hfiuWpuBAQEMnjwcA4fzuOOOx5g1qxZfPrpp277JCUlkZ2dyeDBw5v12MnJCdx225V89tl7/Prrt8yf/xgzZ97AwIFRHDlyoFmPdT7DS2K0Ig4dAnWFL8yxBEG2lG1sPnYvqzQLq8PaIHPLqT9OZcfJBI8khsVuwWw3A3UrC3JyIDlZIDEiI2HQINizp3J7QmECR3Pd82VFEkNMX/n032X8uuYMX34pECK1YdrP03h45cMetxWbi/FT+bkC9fp8Me5ffj/zN87HYPCsHHE4HY0KJKue77NVYmRUkLD1khgVJIOfJFL4309QYngy2qwrnSTHmAPUTGEQSZKiUis+PkJVkuqeGEOGCKV5qx5TVGLE+MU0a4lVo9XoIjEiIuomMcZ8NYaPdn3UbMduDVQlMbzpJO0bSqWSP/74o9b68w1Beno6AJ9++impqalMnz6doKAghg0bxurVq0lMTOSff/7h448/pnPnzowfP56nn36a33//nSVLljBy5Ejuuecexo/vw+rVfzbX1OqEN62kAWhrMqO1iIwqZMb1o0Zx+IEHiNFqGTt2LLnNlSfawpg4cSIvv/wy11xzTY1tTqeTd999l2effZYpU6bQt29fvv76azIyMtwUG0ajkYEDB9KvXz8CAgIwGNyfPWbPns23337L4cOH8aL9oaWIgMYqPZo6Di+R0TxQKBS89tpCbrvtPmbOnMlLL1WqynZXfKf26NH3rI5RUlLMn3/+wptvPserr85lzJje7Nu3w7XorFZr+OuvJQDceOPlTJ16MYcOtRMDxXYMb4nVVsShQ9C7N6SccZKVroAukGnIJNovuv7GdSAzU6gWIRIiheWF6FS6OtusTliNT1IaQ8MqHfW7dIHvvoOS8sof4roCUZF0GDq0sv3Jk5Xbn1z7JEarkX9urzR4EEkDUYlBWQgHDwk54LWlUKSVpLE1dStahdbj9uLyYvQqPb5KX0BIhQnVhtY67hxjDlqllvvvh9JSqKYi5c8Tf3LL0ltIeyQNf7V/rf2IqJ5OEkhgvW1qg6ikaKgSw8ceDuBSYqxd676fxW7BidN1P+xYE4X2FFx3nbC9tnQSUc1iKLXjX6HEyM0Vzpevr6DEmDJF8OHwqMTwi8FkM2GxW1DKlLXO48k1TzKpyyRGx42uc75VlRgREbWnk2QYMlifvJ74gJqVItozxBQSnVLnTSe5APDVV1/RpUsXhg/3vLrTsWNHOnbsyNixY7n33ntrbJ8+fTqPP/44Tz/9NHfeeTV33/0gDz/8LMHBtX/vNQeas9RhnWiLUqbNCZHIaIs5tEZJVnAjMnqFhrL29tvp87//cfXVV7N8+XICA5v+O9jWSEpKIisri3Hjxrne0+v1DBs2jG3btnHjjTcCMG/ePHr06IHNZuP++++npyhPrMDIkSM5efIkTz31FH/99VejxxFMHueZ6PCCQKt9T+KZyDjnlXNthNde+4jt2zcxb97DjBs3lOHDh1NUsfKq0fg0ud+lS7/jscf+z6Xi0mq1PPDAAzz55JOucvM///wloaGhzJgxA7PZzLp165gyZQRffPEHvXsPoKAgj5KSIvr2HYRCocBut7N79zYKC/MpKyvFbDZz8OAe4uLi2b59E1dcMZWrYzud9Tlp7/AqMVoRhw5Bnz4QFGaEEoG4yCptYEmPOvDuuzB9emVfhaa6DRXKbeWYbCby8yT46CujwS5dhBXuxNTK9+pSFuzcCSEh0KGD8Lpz58p0FICkoqQaAVl1JQbGEI4fFbi02gL3347/Bll9yU4O8ri9xFyCn8oPnVIHdjkL39NgqaOcc74pn9TiVE6fhh07am5PKU4RyJfEetw1xSlUSSdpaHWS3FzwD7JwyWgnixYJ5UrBXYlRV1aQqMTwcQgkhkZrcykxqrYT99PINcjz+vLZs5exYIGwze6wu1b9a0snKTU60GgEJQYICoziYiHtpVMnCAvz7IkRo48B3Ekwm8PGrOWzyDAIkywwFfDfrf9ldcLq+k5Xg9NJ1iYKLE6eqWbq0drEtbz272v1Hqs54HQ6WXZsmatSS30Qz3+XoC7edJILALfffnutBEZDMXjwYFatWsWHH37It99+zKhRXTl27FD9DetAQ0xFW/oB2eFw4HA4zioIr3UejVBj2B0N++zWBofDgeMs1R/2s/E+qSAzmmUeDegj1t+fVbfeyon9+5kxY0arpTq1BLIq5IVigCEiLCzMtQ2EdJL8/Hxyc3P54IMPPPb12muvsXLlSv79t/bqB3Whva62t0TFjPbq29EUM862HH97vWfaO6RSKffeOweAY8eyKSsr4/bbbyc6ugOvv/50g74HqyMlJZHZs2/lyiuvZd26dRQVFVFaWspbb71FaGioy2Nr4cKFZGZm8uqrr/LWW2+xefNmVCoVN900nj59Qhg9ugeTJw/nuuvGsH79Sl5++QmuueZi7r57KrNn38qjj87gq68+4sUXH2XVqt/59ddvm/XctFd4SYxWgt0OR45A376gCsqFklikEimZpWf/ZZObC2lpkFlQBAhKjLrgIjnKgimQVEonRHXEkeMCA6BX6WuQGDaHjWd/XYzRXO7yw5BIKtvn5wuKCqfTSUpxSg1fhOJiYf+QEFBqzFAWQuJJgeGsTYmx9Ohv8NNSEr6f7XF7sbkYvVovqA3Sh/DO/Eg2bvTcl8lqosxaRlpJGllZTrKyKs1WRYhj/vvU3547qQZRiaFT6hrsA7FsdQ7FBUryTNncfz98W/F9IyoxbDZB9VAbRCWG2hEi/K+1EBEBFov7eRT3U+CDY+kX2CxyzpwRthWYClxmkrUZe5rLJWg0Djp2FN5PSqpMK+nYUSAx3NJJ7CakEikRvsIPeNXzkV6Szke7P+KbA98A8G/KvzhxupWorQ0iiSFVWAgIEJQYnp7v/0n6x+N8AH4/8TvvbH+n3mM1B7ambmXaz9PYlb6rQfvnl+WjV+kJ04Z5lRheNBgSiYRZs2aRkJBAbGwM1103hrfeerHR/ZSWGrj55iuIjVUwaFAM+/fXfd+21AP6gv/9D3XHjgwYP563Fi1qdHtDWRlXPP88imnTmPzSS+yqZsQI1Etk7EpPJ/qtt1DMn89dv/1Gqdnc6HEs2LIFzSuvoHnlFd6yWDwTMnWQNAabjSt27ECxfDkx//zDLpH9bwR2FRW55nHFN9+c/Ty2bq13/4tiYvhk8mT+/P13br311iY99J9r0Gq1BAQE1Lq9Z8+e3H777Tz11FNN6r89BfMiajOkrK9NS5h0tiRqqw7SkLk0dH4tRdjUdexz6Rq0Nrp0EdRUM2Zcg1arJTMzkw8+eJd16/5mzpy7PJZFP3XqOKmpyR7727lzMwCfffYBl112GXq93rXt33//ZUfFSuratWuRSitDcq1Wy+bNm1m6dCm//vormzZtYsWKFWRmpnDLLRP5+OO3ufbaa8nKyiI3NxeZTOZ23NDQ8LM6D+cKvCRGC2PNGgn79sHp04LxZZ8+YPNNQmWMJ8QnhEzD2X+BiAqGzFQNUL8SQ1zplZhCSLJUPqx26iQQDCdPCg8eMfqavga/bz7OK9feTUysg3//rUwlgUoSJCFBgtFupOSPeWR86/5AXVQkpD5IpaDyM4AxhLTT/sK4PQw7vyyfjRudUBiPKa2bx8C12Cykk+iUOjAJao0DtfjiiAGi1W51Bd+Hqi1eioH3yoSVDTJJNVqNSJAQ5hvWYCXG1u028M2g52MP0qkTiCmzGVWMietKKRGVEkqbYGqi0JgIr/jOqmruKe73+2fdcWT1Zfg1+8jKEu5FMZVEgqRG4Cy2w+qDXG0hPFyoYLNvXyWJ0amToIqorsTwVfoSoBEe6qqSGGKff58WyKENyRsA6iUxnE6ni8SQqcvwqVD1mUw19/sn8R8kSFyGpVVhtBjJLcvFbGv8w3xeWV6DyBYRh3OECyp6jjSk/2CfYAI1gV5PDC8ajejoaFavXo2fny+ffPI2P/30VaPav/POS2zatAan00l2dgb/93/T623T3A/eO/ft4/GXXsJqtWKxWnls/nx2yRuX8frSTz+x5sABnE4ny3fv5sUffmj0OK758UeySktxAl8fOMBLmzY1qv3OtDQeX7MGi92OxW7nsdWr2ZWeXumXUdU3o/prcR4nT7ImNxcnkFFezvQmpKVcs3u3ax5rEhObbx714Npevfhm2jR+/uknbr755nOSyAiv+DHNrvrjVvFa3NYYvPjii+zdu7dGBZRzEfUFx1X/bkig3NaBtKdjN+eY6jsHLTn/2q5Ha47hXMOQISN4+unXXa979uxFUlIS3377LUePHuShh253pYUcOLCbRx6ZwejRPRg2rCORkRLmzn2AoiIhmDl0aB9PPnkfERFR+Pv71ziWqeIh1tfXl+Tk5Brbe/fuzTXXXMO0adO4+OKLmThxIsnJySQmJnLy5El++eUXwsLCCA4O5siRIzz44IP06tUPAGcDVcDnOrwkRgvjrbekTJgAv/4qvO7TB0rUR3AURRGhi2hUOsnx454DW/G9wgwhB9WTEmP3blwpFgWmAnBIwBREsnk32aXCD7VaDbGxkHBauC2i/aJJPdSRUaNAfA45dkKQ6Qb22kdICEyaVHkMMUXk1CnIseTAiauxpAx0k9QXF4P4WZb7FkF2X0yGCvLFA4nx58k/cey9AyQOHKXBNYwrQUhZ8FP5CZ4YZQKJcfBgzf2gimliuR6zWZCQeCIxFFIFGYYMDuXUL882Woz4KHwIUAc02Nhz/x4lRO9gVcJK4js7XGk4GRkQVJE1UyeJUaGUkFkEskChMRFREVNUJTFEb4v1f0WgHvwD3S85AgjKHTHAjvOPq1WJgdUHicKMRAJ33AHvvCOkEWm1gpqmRjqJ3YSvQofa6Q+4pyOJfW5J3UKJuYSNKYJcpsxWNzlgtptxOB1ILP7INKVoK6xRqqeUHM87ToYhg0s6XOJRiVFqFaQtTVE/TflxCg+ueLDB+4uGtrVV1KmOfFM+wT7BBGmCvEoML5qEiIgI9uzZQ69ePZkz505mzJjmepiqD2lpya6/HQ4HmZlprZ5akpKW5vr7+KlTXHLRRSRXq/ZQH5JzKklDp9PJ2gMHPM+jFjWG3eEgw2BwS+NIqq/edTWkeHCLTm6IkqIKkZFchaF1AGnl5Y1KLbE7nWRUa9PYeWQYDIT4uOeBN2gewE19+vDF1Kn89NNPrFu3rlHHbQ/o2LEj4eHhrK1iMlVSUsKOHTualAYWExPD7Nmzefrppxv0uRLR3qqTNCTQbWpAXL1dawbV57My4XycU0tCIpEwe/aT7NiRxKZNx7n22tt45JFHMJu13HLLPfz++4906qRh0qShTJw4hH/++Yvg4FBkMhl9+gzit99+5OqrR/Dee69w7bWX0qlTN1566X2Px7r88ssZMGAApaWlXH/99Q0an1QqpWPHjnRxGQsK6NatG++//z6HD+/nqade4Y8/fmbXsVoCofMIXhKjhfHdd3aCg+GZZwQTxMBgG1nSXVhNGoKknRoVUE2eDA8/XPN9Mdh1Fgia/+pKjH//FSpJ3HSTkKZQYCqAcn+cDilSbT5Ljy117dulC6QkqQDBnDHnYH+2bKlMGTiT6gSpldKJ15OU5HRbQNLrhcA2IUFCSkEpFHSBkmgM5kqj0KIiYT8AqW8enLkYEMp1enrG+nnvKqTHr2fUlBMA7NtX80GuxFxSaezZQCUGpcLDt1Rak8QoNhczKnYUPgqfelNK0tOhoNiCVqlFr66ZfuMJDgecPOQHUTsptZSiDj3DqVOCgWl6hoNevYT9tp48xva07R77EFUNUou/8L+6jEihUAlVYgGBOLDLSU/WoIo5im+IMP+UlMryqj1Ceng09tTINRUkhkAyBE58H7vDzttvV6p2aqSTOEw4D97EpQNiwemuxBAJFZvDxi9HfmF/1n6gfiWGuF3jCAOVwUViVDf3XJu0FqVMyTXdr6HAVIDd4f6wKFaRSS+pfzWxOjIMGfx89OdKcqceHM0TSIyGEhJ5ZXkE+QQR5BPk9cTwoskIDAxk/fr1LFy4kL//XkavXkE8/PANPPro/zFjxjReeOER9uyp+Z0yZswkHA4HUqkUqVTKpZdOqCFPrQ3NRWQMHzQIna8vMpkMmUzG3kOHGD5oUKO8MSYNHuw+jz59ap/HwIE1yAyZVMr4+HikEglSiQSH08mkag+L9c4jOhqdUolMIkEmkaBTKhke3UDz7gpVxqShQ3EgPKBJgQkhIcjEvM0GQCaRMD4kRGjfxHkMjoyk3GajW1AQozt0YGzHjg2fB3Br377E+fvzf9de61pxbE8oLS1l//797N+/HxDMPPfv38+ZM2eQSCQ8/PDDvPzyy/zxxx8cOnSI22+/ncjISKZOndqk482dO5eMjAz++adhXlvtDa1pVOkNur1oa8TExNG5czcefvg5JBIJd901hffff5UJE66mf/+hhIZGcPvt9yOXK3A4HDzwwBMcOrSHYcMupm/fwbzxxrMMHHgRv/32LzNmTPN4DIlEwtq1a0lISOCJilLVzYGbb56M3W7nxmcbvvB2rsJLYrQwgoJgzRqIi4Nhw+Bk/kmsvgkA6Ew9a5AYSUmCoqFqlQ8QpPMJCbBsWc3gzbViXyBUZKiuxHj/fUH2/8cfcPvtkFdaCGUCw98lJpA9mZV1Ubt1g7REIUqM0kVhTBcMGlNShO3paVLQpZNdlsHB7JosX5cucPq0hOOnhEohmP1Jz6sM7KsqMRyabLDokKnKGTDAs/Jg+99xOG1Kbph1HFTF7N5XMx9N9MSQSWXIzYIR17FjeDT3FJUYEqMQ8Q8d6lmJEeYbxpiOY1ypD7VhwgRYvXg4WoVW8BBpQFnREyfAVKpEGXuATgGdKNDs5HSCg67vd+dUcqmLxPhs61LuX+65jKPJakKCBKfZFxRGrE4TGo1AKojXCirIjsJO2GwS1OHJaAKF+Z85I6STyKVy4gPiPRp7xupjwarBITdSainl1b0PM/TGf7BYKo0+w8MF7w5RFWGym7AmjiQ7WwqmALfzIRIvvkpf5m+ajxMnAyMGupEYWaVZNVKsxO1KWzCoil3pJNWVGP8k/sOImBF08O+AE2cNMsBFYhgaT2IUlxdTainlr5OCw3xeWR5JhUm17t9UJYaYTtKQNCYvvPAEtVrNAw88wPHjx3n55ZdJSUkhIeEQBkMxy5f/yrRpl5CQ4P4Dc/31d/DOO19w5ZXTmTnzMT755JdGHbM5iIzoyEg2//YbN19zDTdfcw1bfv+daJGZbSCRcceYMXzxn/8wffhwHps6lV+efLL+RiKZUUFoLLn+eh4bMYLpPXrwxZQp3NG/f+Pmodez+e67ublPH27u04fNd99NdJU86AbNo39/vpgyhek9e/LYyJH88n//16j2AEsGDeKxkSPPeh5Do6IMLE5AAAC0bUlEQVSI1et5e8KERs1DJpXy9y23kFpSwv+aGPi3JHbv3s2AAQMYMGAAAI888ggDBgxg3rx5ADzxxBM8+OCD3HvvvQwZMoTS0lJWrlyJWq1u0vECAwN58sknXVL0cwVeUsGLCxmRkdF8//0qdDo/srLS2b59E/v378RgKObXX78hKyudpUs3MnfuqwAcO3aQDz/8hvLyctavX0mXLnVXigwICKBTp05IGkFS14c+ffqQkpLCMtHF/zyGt8RqKyAqSvA8sFph+Zl94CdIZFXGzmQ5vnbb9+23BbJi5Uro2rXy/dOnBSPD0lJYvryyRCZUCf4L49Gr9G5KjNRUgfh47z0h4LzuOnB0CsPH1oEyIDjYfbW8Tx/43yI9PgQSoAnAki3kiKSkwPDhkJ2hROKfjkbhw8rTK+kX3s9t/J07C0F6YVGlq/ep5DJ6VizgVFViWNXCD6NPZDJBQd3ZV60kstVmp3DzDfQefoa4WAWEHWTf/poPs2I6CYDcHIZD5sBqlXLihDCfqsg35SOTyAhx9iULGD8e3npLUEeInjpF5UV0DezKxbEX85+V/8FgNngsWet0CtcqUBJJ4GUCiZFaXL/8eedOQOIguHMyV3e9mq8O/YbFfD3kBWPO96FHD0HlYCxWcSprP1mlWYT7uufhmmwmNAoNlmI1qEpcKoe4OKiaWmeymiCvu3Cew8/gkEUTHi5cT0nHXEJ8QgjxCanpiWE14afyQ2b3wy4r4WB2Dk6cRF6+hC4bJtCv4rKL5u3Z2RATIygxzGk9hOOVd3H3xKhQMVzV9Sp+PPwjsfpYeob05EzxGdc+D/39ELsydnFw5kHXORdJDLk1EIeyuFYlxqaUTTx80cME+wgEXV5ZHiHaENf2pioxnE6ny+vkh8M/MKX7FC7/5nKUMiU7/q9meZui8iJXBZaq/hY/Hv6Ry+IuI8w3rEabvLI8hkQOIUgThNVhdY3VCy+aim7duvH000/z9NNPu95LSipnxIh4Pvnkbd54o9I4UyKRcMMNd3LDDXc2+XjNUVawb8+efP2+Z+ltQ8quSiQS7hw7ljvHjm3aAAYOxBd4Y/hwtxKijUXf8HC+nuZ59a0hkEgk3DlgAHdWBNiAZyKnjvPhK5fzxuWXN3kMcPbz6B4SQoyfH6cKCrDZbGRnZxMZGdmsD+xNxaWXXlonWSyRSJg/fz7z589vUv+e+p47dy5z585tUn9tAS954YUXMHr05Rw9WkBZmREfHy133nk1a9eucG1PSjpN1649mTnzMb7++n9kZOwhImJQG44YYmNj8R8ypE3H0BrwKjFaCVqtoEA4mH2QmGi5EDCXxJBVmuX6sSsshMWLhf1FI3Cn08n9f93Pn1uFlbPOneH77yv7NZnAbAZ9kAkK4ukW3M1NibFokWDIePvtQhnWgQPhyI5wfG1xQE0So18/cNilaIoGo5X648wX1B3i6n5elgZVYDZjOo5hZcLKGvMUlRjZSXEoQoSV6oSUSiPFoiLhPDidTkwKIeBXRBwnMLBmOsnn35ZAVn9unpkmmHaGHeDgAfdbVgww9SqBGZGVhxDWWQhSPaWU5JXlEagJRGfpikxVzvDhwop+1cC/qLwIf7U/gyIGYXPYSCxMrNlRxVzKyyEvMRIfuRZ/tX+D0kl27ICA6GxCApVM6T6FQh8hEPbLvQKHTU5UFEIFjhIhrcdTCVKT1YRGrqHcqARViUvl0KFDNRLDJpAYOj8H6oAirA4rHToISowcYw4h2hCCfYLJK8tze+gSSRKZXYdFWuJK/cguT+HAAahYrHIjMQCMFgvGNEGmoTV39mjseU33awAY3WE0WoXWVd0FBJIpuSiZR1c/6npPJDGkFn/sikKPnhjltnIKywuJ849zIzGqoqlKDJPNhN1pZ3DkYJafWs5jqx9jf9Z+Thec9rj/sdxjAET4RrhKvVrsFm7+9Wa+OuDZcDG/rMITw0dIh/KmlHjREujYUc3kydezbl3DKi+1O5xF2dVGw0O6SbuDB1NQt23tAJ0DA1m0ezcKhYLo6GhWrFhRfyMvvPDCi7NEc6qIZDIZOp0fMpmMb75Zzrx5Cxg06CJeeul9xo27EoBHH32eSZOmMWHCBDKquvR70WLwkhitjCxjFrEBkUREgK0wAsuxcfTpa2fLFvj4Y6EU6+23V5IYh3MOs2jPItbsPENgINx/P6xYIQTQUKnCiOyeAcVxRGpjXCSGyQSffAJ33QW6CiHBJZdA8sFY1BZBGhEaLK+hxEDiQJ4ziLKcSHAokEicLhKjKNsXTVA+V8RfweYzm938LkAssyqhJKEvHS4SVrJSUiu9CcR0kjJrGXaN8OXiCDlEQIA7iWGxwCsvaqDrn0wY6yMoLcL3k5ygdKtKUW4rx+qwolcLJIbEFIQ2NJu4OM/mnmKwqCrvgNwv16XUqJpSIpIYovqhNvNV0ajdUuaDzNBR8MRoQDrJzp2g73SCIJ8gRsWOYvrwIcjkDlTpwqpZZCQEBoLJIORNrEpYVaMPkWQoNypAaXCpHOLi3NNJym3lkNedrt2cqORKLHYLsbGV6SQhPiEE+QRhc9jcKquYbAJJIrX5YJYUukiMtJI0NBoQ08xFo3aRxCjKjMBhUwCgLOvo0dhzQvwEwn3Dubrb1fgofNzSSYwWI8E+wXy691OXH4mL5CjXYVcUotYIRrFVlRii4iHYJ5gQH0F9UZ3EEPtpLIkhXtN7Bt6D1W7lg50f0D+8PwWmAo+KiaO5R5FKpIyMHekaV3ZpNk6cHgkxh9NBvimfIE0QQRqBxPCae3rRUhg79iLS08+QlpZS/86NRKuUg6wrcG8JnEtkRi3VTtoSQ6OiXH9ffvnlXHzxxW04Gi8aCq8K48JDc1/z9pKK1BJjmDnzUf78cxszZjzo8l3San154YV3MBqN/PJL41IyvWgavCRGK6PAVECgJpCYGMhLCYE/PyEhQcqll8Lrr8Ntt8HUqUIaSGoq/HpMKGuSlqilWze44QYhLWXZsor+KkiMgE4JYFeiMHSi0FSI1Qq33AIGA8yeXXn8Sy6B0pwg7On9CQiAQK2fG4mh1YI+MgdnVh8KUoQIte9AMykpQsqFIU+PLriICZ0nYHPY+PfMv27zEyuUOC2+DBleBpo8N6NJMZ0krywPtIKxZHngbgICBFWDmC766aeQnqKCsXOJ0kUJqQXhB3A4JK5ypFBZ/UJMJ3GWBSL1KaZv35pKjKefhsM7wgjyCUJqjMShzSQyUlA9iCSG0+l0kRii7D/bWFl+Iz8fV5nXqkSrPaO34IlRjxLDZBLGpepwkCBNEHKpnCU3/kh8JynGU4L8LCJCIDEsBi0KqYLVCavdKrxApRLDZFS4KTHi4oT7RjRAF9NJenSXoJAqsNoFJUZKSgWJUaHEAPeg32QVSBKn1YdyST77svYhQUJaSZrbOIKCBEJDNPcsSRVuAF9fkBtjaygxJEjwU/mR8UgG1/a8tgaJUWop5abeN3FZ3GW8sPEFoFKJYTf7gKoEiVJ4XVWJIQb9QZog/NX+SCVSVwnZqn1DZTrJ4ZzDXPrlpbUqKkSI5E734O5M7DKRoVFDeWfCOwBuqTAijuYepVNAJ6J10a5zKnrfeCIxisqLcDgdLk8MoN2XWbXb7Tz33HN07NgRjUZDfHw8L730kpuaJysri4kTJxIZGcns2bPdSi0mJSVx8803ExkZiVqtJjo6milTpnD8+PG2mM4FhUmTJuHr68tvv/3YIv23CpEBXjLjHMHsoUORAC+88EJFGWC/th7SOYnWqp7RXgJPL85teCrv2lZotd8kICAgEL0+gCNHjrTaMS9keEmMVkZ+WT5BPkHExMDGlcFQ7s/Hy7cxe7agPnjkERgxQth32zZYcnQJALmpgXTrJvhrXHSR4JkBlSSGuoMQhTsLO5FvLOL22+Gvv4TSrlVNyUeNqhjH3osJDgZ/tb9boAngF5uMJb0H2SmBoMmnW98SUlIgJwccNjn+YQbiA+JRy9WczHc3iBNJDIBRw5VI9BlkZ1Zar4hKjHxTPkTsIbrfCcpDN6LzswGVaow334QhE0+giDhJiDZEIClCDyOVOqkwEwcqA0wxncRepkfiU0DfvjWVGAsXwvH1AwnSBGErDsbqk4LVYaFPn0oSo9RSisPpwF/tj1quRq/Su5QYJSVCCdq/K5TYohJD7mPAlNYVvVqPyWbC5rRhd9ix2Gs6ix44IFSIcUbucK26g3CNyjLiAEHdEBgIFqOOMR3HkFeWx95M9/xsUYlRViqr4Ylhs1USLGVVSAylTInVYSU2ViA6cgx5hPhUkhhVV//F6iQOiwqDM5tD2YcYGjUUg8XgptiQSoWKNKISoyy9GwFRuYLxpyGyhhJDLVcjkUhcOdE1lBhWI75KX0bGjHSdd3G7tUwDqhKccoG9qEpiiGRBsE8wMqmMQE2gGynjdDoptZSiU+pcSow/TvzBxpSNjPlqDMlFyTWulQhxDnqVniXXLWHzXZuJD6hIsyqquZp9JPcIPUN6EuRTWS5VNCv1RGKIhIVYnQTafzrJG2+8wf/+9z8+/PBDjh07xhtvvMGbb77JBx984NrnueeeY/Dgwfz9998kJiby449C0Gy1Wrn88sspLi5m6dKlnDhxgp9++ok+ffpQ1MASjl40HTqdjl69enHixK4WO0ZrPjS2uvqgqhGol9SoF5F+fsy9+GLmz59/zlbmaGtUDwCbKyisXlrUS1540ZL3Q2vfZ636O1SBkpJisrMziYuLa/VjX4jwkhitjAJTAYFqQYkBwKUvIAlM5J13BJVCjx6Cz0B8PCxfW8CR3CNE6aIxZETSrZvQpEuXyjKaIonhCNuDRGrHmhtL5oYp/Pwz/PgjXHml+/GDg0EdkUB5YaAbiVF1BVUTfRJjWmfSE3UQfIyAiGKSk4XAFyA43IREIqGjf8caFRr0eggIskLgKXp3iEAZkENuluDtYLcLRIBLieGXyeMfrwJNMXKtwTUfk0lIdwjtfYhIXSRSiVTwxFCUEx5X7KawEKX+YjqJtdQPpyaXfv0EdUBOjrCf2SwcuzA5hiBNEGVFevDNIsOQQa9eQjUTqPQHEfsL9w13BdMJCUIKw/798NPhnzieWExwMGhij2M40wl/tT8AZfYy3tz2Jpd8cUmN63/4sBD4G/13ugJW8ZoCKHyLUakEdYjNqGNcp3HolDpWnnb3HxFJBmMFiSGmanToIGwXfTFycyRQHkCPHhIUMoUrncRshuwcJ6HaUBeZ4qbEsJlQydTYzEryLKmY7WYmd50M1DTGDA+vJDEsGb2I6pJDZCQ4SsJqKDE0Co1bW5HEyMwUCK5SSym+Sl8CNYGuQF4kMUT/DwulyOUe0kn+WkjykVAAQnxC3OZjtpuxO+10C+5Gekk6TqeT/Vn76RvWF6VMyZivxtRqpimSNn4qPzQKDQqZgghdBDKJjJRigcSwWiErS0j/OZp7lJ7BPQn2CXZVGhGVGCnFKdgcNrf+qxIwOqUOuVTe7tNJtm7dypQpU7jyyiuJi4vj2muvZfz48ezcudO1T2FhIX369KFPnz506tTJRVAcOXKEhIQEPvroIy666CI6dOjAyJEjefnll7nooovaaEYXFi6++GL+/vvvFq2C0xYPkG2STlGd1PASGzUw/7LLGDRoEO/XZtrqhUcEk1dnwHc2waCXsPCiIWjqfVLf978nAq0lSLXW/h3S6/2JiYkjNze3/p29OGt4SYxWRr5JUGKMHw/XXAO60YtdQbJSWbnfiBGwdlM5WoWW6bH34zDpXCRGZGSlCkAkMQqlJ/ENKaQ4LRrj2oe49VYntZmKKzpuB3CRGHanHaO1cllbHnEEq9GXbRu1EHIUXUgBRmOlsiEsUlAYdAzoSFJRzTKTHboVQNx6Oug74BOUT2G24MRoqLDP8PevXH3uElgRvWsECUZhYSVBY/E9TZSfkE+rlquRS+VExOe6+VdUXSUvLwe7WY1NlUvfvsJ2cV/x+6QsoyMBqmBK8jXgm0VqcSodOlQeU+xPJCSqkhhJFVM9ecrOzUtvZuPhBKKiQBF5lMLkWJcaxGg3svnMZk7kn6hxbg4fFgiqQnuGSwEBVUgMfyGgDQhw4ijTo1fpGdtpLCtOuZuhmWyCqqGkRIJUXeZm7AmVJEZqRbnc7t0R0kkqjD0BCrJ8XZ4YUDOdRIUvTocUFAJbMKnLJIAaKSVhYQJh5HCAPas3HboXEhkJlqLgGtVJNHLPJMaUKU6efVbwrdAqtARoAii1lGK1WwUSw6bAYhYIm1JLKVqtuxIj15gPe2ayfZNQ2jfYJ9gtnUQkKLoFdcNsN1NYXsi+rH2MiRvDkuuXkFSUxM70nXiCS+2jriwvKJfKifaLdikxfvxRwn/+cxl5hhJSS1LpFdqLIE0QdqedYnOx6x6yOWw1zl/VVBiJREKQJqjdp5OMGDGCtWvXcrKiFvSBAwfYvHkzEydOdO3z1FNP8eCDD6JSqdi7dy+33347ACEhIUilUpYsWYJdzHvyolXRuXNnysrKsFprlqxuToiPom2CtvSI8BIZbpBJpUycOJENGzZQWuqtvNSc8KoovGivaI7v/3PtvnY6nUilUrKyPHvpedG88JIYrQiH0+HyxJgwAZYuhQh9sGuVFgSlRq+PenFIuYj0kyFM6HAN6iKhnmWnzsIDp1yfRUaGE4dDCPr1esgxZRASXcyW33pCaTgPP2H0OAYAW8w6QCAxAtQBgHuFEsIFqUNurhRCjqEJEeQMmzeDRG4mNES4bTr6d/Qoj7/xxSXIJj1KuG84vsHFGPKEHFhRKS4qMVQyFTF6QZLiVAtBW2FhpeKjRH2UKJ1AYkgkEnRKHZqAIqoSnFVXyUVCx6bOJjZW+DstDT7e/TFHkoRGTqsae05XCvNl4JvFmeIzREcLxzUaK8+DJxIjsWKqR06W43A6yM1WEBkJkrCDFGeGILcJ59JoN7I/ez9F5UU1UkoOH4YeveyUWctqpJMAyPyEc+3nbwNTID4KH6Z1n8a2tG1u/guiZ4XBAApNmSudRKsV0jtEc8+MJD+Q2oiPB6Ws0tgTwFkUQ4g2BLVcja/St4YSQ+6oyF1WlNHRvyM9QoTSqdWNMTt2hE2b4I8/HWD2o0uvUiIjwVQY4GZ0Wm4r96jEcNrk7N8P6elOTDaTS4kBUFheiNFqROWoKJVaQWL4+LgrMTLyS8AppaBASFMRK66IEEmMrkFC3eLjecc5XXCa/uH96R3aG5VMxZ6U49xyC2RW+80U56BTupfZ7eDfwaXEOHNGgtks59/DyQD0DOnp5jWSach0kVzVPzPiOEUyqaoKpb3iqaee4sYbb6R79+4oFAoGDBjAww8/zC233OLaZ/DgwaSnp5OamsrWrVvx9RUIpqioKN5//33mzZtHQEAAY8aM4aWXXiIxseZ3iRctg5MnTxIbG4uyKnPegmhTMkOEJ/PLwYOxDxhAYlYWZWZz/X00Bl5VhhtmlJRgNBr55ptv2noo5y0aupp9rgWGXrQt2lrxcy7dr3a7nZSURH7//fcWVTp6IcBLYtSBhQsXEhcXh1qtZtiwYW5S6aagxFyCw+lwC14jfCPcql8czzvO0dyjlIatAYeCgbZZlGfFgsSOb7ig2V+S9j5Wq4TcXCcFBRAY6CTHmENUh3KsZjn0/ZagaM9BkM1hwxQpVLsQlRgAhabK0iDlPqdR64QIURmWiDJA+ALZvBmk+gz8NUIw1imgE0lFSTU+qNm2BEJ9dEglUvxDjZQX+2E2Q16BQMKInhhBPpXVGGwqgWSoSmLkyw8Q7Rft6len0iHTFrvICqgMMP1UfuRXLF6blZmo1UJKRlq6jZnLZ/LjzrWuNlkHe+F0StAGlpJakkp0xSHS0z2TGKKxp6jESEwQAuWiHB+iosAetgeAzNNCoJ1enu5SAeQahf+tditbzmzhyBHo2FUgmKqmk3QVYmukOuFc++otLhJjavepqOVqfjwsegpAfro/GrmGkhJQ+Jhc6STgXmY1O9kfRXAqSiUoZIKxZ0AAaHwcUBzrquShTbuKhf+5yuWlYbKakNtEEsNE//D+qOVqgn2CaygJ5s+H6Gi48QYhIOrRu5yICCjN11FYVsUTw+ZZiUFed6xWCfkFwqq8Vql1kRibdxj567P+aOwVtVxVJRitxhpKjMxcYf7ivVE9nUSsTNItSJAziZVPBkQMQC6V0z24O//84+T772H7drchUmIuwUfhg0KmcHu/g76Di1gSibWDJwRSraN/R9f1zS/LJ7M0k6FRQ5FKpDVIjPyyfHRKHUqZcP6qemm0V/z888989913fP/99+zdu5evvvqKBQsW8NVX7iVk5XI54WIJmyqYNWsWWVlZfPfddwwfPpxffvmFXr16sWbNmtaawgUNqVSK0Vg70d1SaBdkRjXs3LePhXv28HtOTssoNrxEBgCx/v5M796d//73vy2uADpfkEdws3xevL4XXpwtGnvfNPe91pT+WiNdpToyMoQAZvr06S7vNy9aDl4Soxb89NNPPPLIIzz//PPs3buXfv36MWHCBHJEk4UmQFxdFQM0gAhdhJsSQzQA3Dr3U3r1crLsg4vISwkH/2TyLUKEmSERDNlW7jtEQQHo9DbsTjudu9iRSp1wyctupITRYmTaT9M4U3xGCNL16QwZk8nw4ZXBelUlhsFSQkRnYZ76mHTsPlloNHD6NDj9Ul0ryh39O1JmLatRBSK5KJlQpeBNEBwuKAQyMuC7XcsB8NXZySvLI0gTRIBGUC8Y7HloNJUkRkiIkwxTokuJARUVSNSFFBRUVggpMBXgq/RFIVO4AliTXAiyw8MhOU1YXTuRUnE+1AWc2h0nnPtwSC2uJDHS0mqSGL7Wjm5KDIkECrJ9wKqmNF9PZCSU++9DJreTckI4L4eNleVTxHPz2/HfGPXhFLKyILKTMJaqZFZMDMgUVhy+wjX28SsHqxa5w5fN63T0TH6f7w99D8BXX8G/Ty5CUhZGSQkofcyudBIQzD1dnhhngtCECy9EY0+JBMKiTFAcS6g2lLQ0yP/6IxJ3deXyy4UKLOW2cmT2CuWBoowB4QMAiPaLruGJERIC69ZBzz5mCDxFdIRS8MSwyygpVLoqq4jqkarQKrSQLeT+5BcKF7WqEuOP3+Ss+ewSODZVaFBLOkl2vnCdxXsg2CfYRSBBpRKjS1AXJEj469RfKGVKegQL6pLeob05uE0ItvPcK7NSbC52Vb+pig76SiVGTo7wY5WU7EQmkeGv9ndXYpRm0kHfgRi/GI9KjKqpRUGa9k9iPP744y41Rp8+fbjtttuYM2cOr732WoP70Ol0TJ48mVdeeYUDBw5w8cUX8/LLL7fgqL0QsXnzZsaMGdNmx29PZMawgQO5fvJkrpsseP54iYyWwzOXXEJSUhK//vprWw/FCy+8aCQaGvS3JFFWGwHRVIKiOQmNL7/8iNtuu5LY2FgWLlx41v15UT+8JEYtePvtt7nnnnu466676NmzJ4sWLcLHx4fFixc3uU8xz70qiRGuDXcRFwBZpVkopAqCtQF8/rmEfftg6bfBEHSCTEMmhaZCSpRHAfjy39UUFICPnxDA3XRHGT+vOgNBpyksryQx/kn8h2XHl/FP4j8uImXB4lNcc01tJIaB2G6FaLUQGFZGsbnIlYLg0CW7vAE6BnQEasrjD+ceJkIlPKCGRQgrLmlpcCJNUDTk2k+Rb8on2CcYtVyNRq6h0FRIQIAQhKamQmS0A6PV6PLEAEHO79TkY7VWBrDZxmzCtMIqvajEMMpTcTqdRERAarpgopicUYbW1w6Rezi6S1AfxMWoSSxKRCxjL5IYKpkKtVzNtm3w+rQHKcjQYbaZSUyEQYPEi9kFS3EAEZEOyikhomMRxw4Jxo5HSo8gQQhqsww5OBwVpThzewEQHCeQIlWVGFIpXPP4KmQDBKmtxk8gJexlfixYAEm/38qB7AMczT3K7t3gtClJ23wpFguofCyudBIQSIyUFMG8M+d0DL5RQqCtkCpc6S3+YQYo6oDGGcL114NcZWX0/KfJzYUrroAysxWpXfDTGNFpAJO7CQ/40X7RpBnclRggVFP5bOlxmDEcP5UfkZHizRSBwSyYodSqxMgW0qWKKm5ZrULrSnPKyRXUGSVrHhY2VpAYKrWNPw6vIccokG2iyqcqieEpnSRAHUCoNpT9WfvpHdrbpa7oFdKLnAPCOKqTGCXmEs8khn8HMgwZWO1WV5u0M3KCfCq9LUBQHWUaMonQRdApoFNNJUaFKklEkCao3aeTlJWVIZW6/3zIZDK3MqqNgUQioXv37m2iDrjQkJaWxo4dOxg+fGL9O7cw2gORIZVKGTZwIHJ5ZRWtFvHR8BIZdNDrkUokpJ3Fc1R7RV3K3RMnTjBy5Eiio6O9RK0X5zTqC/pbU+nT3IqKs+ln376dPP30LGJiIvjll1+8paRbCV4SwwMsFgt79uxh3LhxrvekUinjxo1j27ZtHtuYzWZKSkrc/oFQTlD8l1Na4Xeg8HO9F+oTSlZplut1ekk64b7h2Gw2Bg608vDDdsrLJUhCTpFalMqxnGOgzUYidfDv4QQycspRVlT2iAnyZ/hgISjLLc119SlK549kHyHHIIzBV+6L1WrFRyYE3nnGPKxWK2Xlgr/CpFtP8N13NvRqHYWmQmJjK4ITfSpauRar1Uq0VpAwnMo75TrWqdxTnCo4RT9dP6xWK+ERFSRCso30XCGQPFqyjdzSXALUAVitVgI1geQac/H3d5Kfb+fMGQcBocK+4T7hrr51Sh02pTD+7GzhvSxDFqHaUOH85tiQSJzYVbkYy42EhjrIzHRU7O9AH2iGsIOYymRIJE5GdevGljNbcFBGUJCTlBQ7+cZ89Co9VquV/ftt2G1SSBtOamE6yclOxoypMCJMHQFOGf5BQtpNn4uyWP6XBI1UR4Y5g+ijb8DLZUzsOp5OnZyk5GVBTi9kcjvKYIFU8JP7ud0fI648hdn/EFarFblGuH9KC3zYscNJYa4GnaUz3x74lgMHhDmdXHUpACofM0az0dVPdLSdlBQnixfbKC/xJWrUOqxWKzKJDIvNgtVqxTckF05MpUNoILt3O7n4kQ9xRG1m8WIbu3eDKSMOp1kgHD646g16BfXCarUSoY0gtTjVbdzivzJ7IWjzUUvVhIRUyIUNkRQYC7BarRgtRlQylVsbpUTpUmIUFwvEj1qqxlcu+Cfk5jpR60pxmIQfBJmmjGJTMVZZMal5Bfyb/C9Wq9WVipKf78RqteKv8sdoNVJSVoLVaqXIVCScK4mKSJ3AsPQN7esaR4BpAI78zhX3it1tjEWmIvyUfjXmG6mNxOF0kFSQ5KrOkpWmJkgThNVqReqU4qv0JbMkk2xjNqGaUOL0cZwuOO3WT6Yhk2BNsOu1v8qfvLK8di25FhUUy5cvJzk5mWXLlvH2229zzTXX1Nt2//79TJkyhSVLlnD06FFOnz7N559/zuLFi5kyZUorjP7CxieffIJKpebKK6c3qp3ZbGb16j9ZvfpPzE30j/BEcrU2kWE2m/lz9Wr+XL26/nnUQmSk5eXxy+bN7Dp1qnEHr+KTsSs9nV+OHCGtuLieRp5httn488QJ/jxxArPNVn8DD0grLuaXI0fYlZ5e/861oKHzKCkvJ+CNN3A4nVwp5k+eJ6hPuTt79mxuvfVWfv/9d37//Xe2bt3a4L696R9VsHt33f/aG+obb3sddwPhLdFbiUcfnQHAd999x9ChQ9t4NBcO5PXvcuEhLy8Pu91OWFiY2/thYWEcP37cY5vXXnuNF198scb769atQ6sVVrQ3FW4CYNemXRyWCSkHOQU5FJuLWfrnUtQyNbvO7EJtU7NihVCNYtgwKf36DSOp61Y27XeScCwBZHb0ehOGkmiOJGYQ21n44ti/eT8KqUBibNq5CWWCkGP/29HfANh4bCM+uQJpsX/rflKVQu6WUqJk696tBKYGYrAJhEh+3j7w12AxWDhhPIEvZ4A48Evl+AEbKxKF8elkOlbtXIVfihBkrspbhRQpfXV9WbNmDYU5Z0BVzNq1aZzJtoHcxJ97l5BkTKKrT1dWrFiB3Cpn3/F9OJ0FHD5cRlKSnrCuQmWPk7tPUnxIeDgqzS8l1yS8/8cfm+nUqYQjyUdQSBWsWLGCbds6o/LpSLnUwbIVyygrG07qGUE14igNwiJPh1ChXImfnwXfHBUGi4H3fn0Pne4Btm4tQBW0D7ldzooVK1i7tgfQFdKH8uVPq7FYZiKX7wJFH9Rp4ykHjicJXhthnTaSk9ML36QxEP0XuavvRBr3L0MG5rPj55tYvcQXcjqiDU1j6/4NSJGyZd0WpJJKHjEhPwGTzcRfy//iyKlcoCe/fV+E0SgE9/GF0/h657cUHHgRecRRitJ7A2CnkFPJZ1z3TG5uGFbrRTz9tI2A3tuxq4+wYsUKstKzyC3LZcWKFfgPXI/GrOa+rtfRsWMxa2T7OJGbQrp1PXA5DmMgiScExcjOnRtJTRVWyI1ZRpLzk13Hqop9JfuEe2vHfgKkGUgkk3GWRrDinxVEq6M5k3HGda1EpJanQta16PwNGIp04JCyZ/sectQ5qKQq0tPK8euyE2mJD2WnL0KlNrPn0B6KykaD1YeV2/5AflpOTq4QjGRlmVmxYhXJJckA/Lz8Z0KUIWwp2ALA5vWbkZcJX3vyPLlrLJtX+IPETkhkPgcOmFmxYq9rjMeTj2OxWWrMOb1cePD/edXPZGQ8DqjIOqMmxiR17atxali7fy02h430E+lYzBZO5px06+tw6mG6abtVXr/sXLKLs1m9enWNc9xe8MEHH/Dcc8/xwAMPkJOTQ2RkJPfddx/z5s2rt210dDRxcXG8+OKLJCcnI5FIXK/nzJnTCqO/cLF//37efPO/XHfd7eh0DV8pMpvN3H33VEwmE+npKYSFRbJkyfpGGYMePXqQZ599kMWLf8PfP8BtWyYRrfYAvPvAAa69914sFgsjBg9m/ZIldc9j8GC3QONgUhIjn3qKUpOglltw11082gDyrioWpKTw+BdfAKBTKtl899309eAdUxvMVit3/vYbGaWlHMnJoVtwMOvvuAOlvOGPdAezshi5eDGlFkGdt2D8eB4dMaJx89iyhccrfGzqm4etgsCa3qMHPUJCGnWc9o6qyl2ARYsWsXz5chYvXsxTTz1FYWEhgwYNom/fvkRGRrrKTXvRCDQk2N+9u/UrEdWGxpAT4r7tZewXKJpCqJeVGfnxxy84flyI6UJDQ5t7WF7UAS+J0UyYO3cujzzyiOt1SUkJMTExxA+KZ2AnYeUleXcyyjQl066a5jJ88U3x5d3v3qXH8B70CO7BJz9/QjdJNyZNmuTq65prYNSXyWhDeqLVaQnLDyO6kwazahyHDRIcsn34KHyYPllYWfM95ktM1xgmDZtEQmEC2fuz6RbUjQJ7AfG94yERrr3yWpc/QeCpQKLio5g0ahLJRclwGC4dfinjOo7jm6XfUFRexMUXx7BmDaBP5fKLb2dI5BAAumR1QRWmco33iyVfMCxqGFqZlssvv5zMw5l85ZdGmak7xRsjoPsycpW5WC1W+nfrz6RLJ/F2wdv46fyIjw8gudBAcbEvg7vDLuDmyTejkqsA+G35bxjLBIVC794Xc+mlTl5c/CJ9I/oyaeIkNm2SEhBkJhMYdskwMk53ZPXaCuWEMRSJPg/ChDqxsbFKZk2bxavvvUppWCk9e+qQSHQERgYSpYhi0qRJ/PCDTGibPgQfveDXcNlVsbz6WSLStNEADLw0HFbADTfFs+kbJ/nHbwGTg/KiEKJmLOSS8d1QZd3AgZ1TwFSCb2wKEfERBOYHctWVV7ndQ8VHilmYupAx48dQFiL4nqQnDkalciKXQ0fZVA7kLsFpUhB43QcYfv4Aa7mSsHANweHBrmsQGwuvvAJFRWqG/WcZEZGxTJo0iVWrVpGZmsmkSZP4R/4PcQF/8Oa9LwFQsHkTu/bs4vrrL2XmTOF8dYoRSJKJE0e70kNyD+Ty/fLvGTN+DGq52m38pYdLIREmjp1IqC6UgGAbBYZIBg0fxKCIQbzz7TuE+4a73dt7TqWBMZyBV2Ww8S8dlOuZOHYisfpYghOCsVr98Q1OJn76DwzOGsJSvYroTtFoAhxQpMU3ypdJ4yZh+XyzcJmNKiZOnERYVhjzE+fT96K+DAgfQMa+DCRnJEy9cir/rPyHXft2ccuYWxgZMxKAb76RIo3eTWhcIEplR74o+4JnLn6G7xYMxKL9l059EtzGDYLHx6zjswjvFoXBoESvN1NeFEHnqM6ufWOyYiiRCffsVaOvIqkoie9+/44RY0a4UrnuPH4no/qMYtIIoU3Xgq7cUHQDFwVfRHuFTqfj3Xff5d1332102+DgYN57773mH5QXdWLp0qXcc899yGQySksNjWq7ceNq1q9f6Xrt46Nl8+a1jBnT8JSURYsWsGvXFm688XIOHtyDUqkkMdHkSksSHyBbmswYOXQov3/xBRNvuYWtu3ezasMGJo8fX3ejKkTGgt9+w1RFwfH0N98wZ8qUGulVtcHhcPBZFYKyzGplwdatfF1bTXQPWJ2YyI9HjgAgk0hwOJ2sTUpioljmqgFYsHUrpipqr6fXrmXORRc1ah7PrFvnel3fPAJ9fLi9Xz/2iO7R5wlE5e7cuXNd71VX7s6fP59x48ZhMpm46qqrmDBhQlsN14tzBZ5IEC/J0a5QUlLM8OHxFBbmc/fdd/Paa681+PvTi+aB92x7QHBwMDKZjGxRI16B7Oxsj077ACqVCj8/P7d/ANsztqNQKFAoFBRbignUBKJUKl3vxQfHA5BhzEChUJBtzCZSF+naLv6L9Isk25hNYlEiXYK6EB0tJVoyFI0tCoc6j04BnVz7BqgDKLGUoFAoWJeyDrlUzgNDHiC5KJksYxZquRo/Hz/X/v4afwwWAwqFgnKH4K0Q4BMg9KUR+urUqSKg90slSBtUOf7AeJKLk1EoFCCF9SnrGR8vPBAqFAqCtEGgS+eXn2U4JTaG/d8PHMg+QG5ZLmG6MGEfnyCKzcUofEs5fLqY4mIpUv90QnxC8NX4uo6lV+spVwoPQCUlchQKBVl55ZSdHCGc32IZAYHCak+5o5yoKBnlRiX+0igU5VEUyk7gF52BVAoRERLUKjVjO45lXco6YmKkZGRIMVgNBGiEuaekSAWj1MyBnDglkBhW/SkIPE1ZfhBIrZQoE4TzpfXnxhsllB4YDzsfpEdfI9Hds8k35TNzppTiE/0hYwjW4H0UmYsI8gmqcY1FrxGL04JSJygfdm1TM3SohP79JZSc6YgzSyAWHNFb6DlKkDL76pyYHWZXP507C2qckZdYUMcdwEfpg0KhQK1QY3PYUCgUGG1G9Gq9q02Ybxj5pnz0ejkajROMocgcQkqHXl85xg4BHQDILc+tMX6TXViZDNQGolAoCI+wgyGScke5cG/Zy9EqtW5t0hKFFdmegysMc8sD8PfxR6FQEKgJxFisQaotJCw+j/ffl+Gr0mKymTDLCsGqJdWQClIoLxWILotFgsWiINwvHPbdwYrlStfYfJW+KJVKV1nfgVEDUSgUSKUK1q2TEdb3IFZ1BifTCvn95O/8e2YLH30kI23nYPw1/jXm6+fjR6g2lNMZBTgcErp0KcRcGESQKsK1T4g2hCO5QrAR7R9N1xBBRp1WmiaMy2GiqLyIToGVn98eYT24stuVwmfKCy+aAaWlpUyfPp2CgjzKy03u/g9NwIkTR7A1MYXh4ME9dW5vjfSSKy67DGdGBs6MjPoJDBEVPhlh3bohl8nO6vhp+flc0qsXMqlUcIs+C9idTranpbmUDu0Zl8XFcSQ3l9P57du4uDGoS7mblSWoGSdNmkRubi4ZGRksW7YM2VneP17UgXM1PaMqQVHbHKq/f46no5zryMnJorAwn//+9798/vnnXhVGG8BLYniAUqlk0KBBrF1bWZbT4XCwdu1ahg8f3qi+/k391/V3flm+W0UKgChdFFKJlJQiwSchs1QwAKyOSN9IMgwZnCo4RdfArkRFQUqKBFOpkjeuepI1t1WWJgzQBLiqk6xKWMWImBEMixqGEyfb0ra5GYuCYO4pGnuWmIVVY51SqEyhV+spNhdz2WVw2ZRUCD7hCrZBqFCSVCjUHt2etp0ScwnjO4136xu/CiPIK2dx47CxWOyCEaV4LgLUARSYCiiWJEOuUC0iV77XzdQThOokRkmGUCGkAJxOJ9lbx/P9E3dQWCgYewYHCbd0rjGXiIrTqLd2Q2YKx6ZJJ1ivpVs3XMqC8fHj2Zm+k+Bwk8vYU1whT06GSy+VgM2HXetDCQ+HlLJjSAIraq36ZpJSLPytVWq58Uawl+kh8XJmzZQTqg0ltyyXadMAnzywaSjQ/UtOWY6bkaMIH4WQ6lNmLcMqMYLSgN0uYdQo6NcPzpwMguw++OotlGsSGXn1CbRa8AtyL7Gq1JiRDHsf4+hZGCwGl5lmVWPPUkspvkpfV5tATSA2hw2DpYTAYDsYQ3FahXY+PpVjFEveVq9QAoIhrFKiRC4VAqTICMAQ6TLVLLeV16hOcuqIBhRGorpXlBk2BbjGFaAOxFTiAz55rnPjq/Sl1FKK0ZkLVh9SilMEE0xz5T1ZUCCUWGXHQyz7NrTGfG/qcxPvX/G+y6zz4EGhKk6/EbmUyJJIzxJWWRPTSrBaoTQ7FD+lZ+l9B30HTqUK6U5duhSCU4rSGO/aHuQT5Jp/uG84nQI6CX1XmHuKn/sO+g4e+/fCi7OFxWLhoouuRFKRuubjo2XmzMca1cfo0eMZPLgy1WDw4BFcemnjVpNnznwMjabyy+Spp16tddWqPVUvqY7brr2WsLAwRg0dyiUXXcR7L7+MtBE50FKplBdvuolNR44QFxrK4M6deWzGDDe/jPowPj6eETExrtcjYmKYEB9fR4uaeGzECHyqEKWvjh3bqFVEqVTKq2PHul77KBQ8Vk86ynW9euGvVvPa5s2NGuv5AJVKRch5lkbTLnEuqhWaOuZzca7nEd55Zz5RUVHcf//9bT2UCxbedJJa8Mgjj3DHHXcwePBghg4dyrvvvovRaHTlPDYUm1M343Q6kUgkFJQX1CAQFDIFUbooUopTcDgdZJdmE+5bU+0RqYsk3ZCO1W5leo/pOKJA9BSLDNMQ7lsZHAaoAygsL8Rqt7IuaR1PjXyKHiECObDlzJYaJIm/2p8icxEgBKKAK8DTq/QUlxcTGQl3z9/I+mUWV4lVECqUnCk+g81hY1XCKgI1gQwMH8gqVrn6pvd/Gd23Mxs7LWFKtzd5fM3j2Bw2V1nJQE0gBaYCSu3HwSGYPG4s/IYru/R2G6dOqcNgLXZVMSkqL8JRHAFOCVu2CCRGZLSQ25xZmsmAitOotcRjMwSCNocgTRAffwf+/sK2yztdjsPpoEh5hNzcwRQYjHTy74TJBFlZ8OyzsG69nZM74hk6GI7nHSck2p8cAL90VzCqVWiJ6w1+UWkY8vy4+UYN+/4N5XDOYSwYoP8XsPVx7MH72ZOhpEtQTdlvVRLDaDGCpgAsOkaNgvR0WLRIjtQ5nLBOOSTYTfQbkUdhIcz4y0lBUSWJkVyUjHPif9gPkAkjoke47jWrQ5APl1pKXUQV4Cp1W1ReRECQknRjCA6zCqkUqgoCRGIpraRmhRKDxYBGVnkfRkfJ4FAkpRZBreKpOsmxo0oI3YdcKxABUnMwSplwDfXSCBxWJQ5NLj7yShLDaDVS4sxEYh1CSlGKUIWk3B+ZzIndLqGgAGJifKA0kqxUlWu+IonRObAzDw570DUG8XM0fKAvKzcehNLpBPsEk1RRnrc8N9KNuKuKWH0sSfsF1UznzkUAOAsrCYlgTeU9rpKrUMqU6JQ6EgoTSEyE/ZkCedPB30tieNH8OHnyJDfd9B+OH9/KAw/8j759Axg0aDiRkdGN6kelUrFkyXo2bBC+1y+9dEKj/DAAevbsy4YNR9mzZxsxMXH07z+k3jaN8cqoj/RorjSVvj17suW339i2Zw9xMTEM6d9f2FA9oKhjhfTRa67hkt69Sc7OZnj37kQHV5ZYdhEZe/d6bgyo5HLW33EHqxKE79YJ8fGN8sMA6BseztFZs9iWlkacvz9DoqLqb1R9HiNGcEmHDiQXFTE8OppovefvSRFapZK5o0bxzLp1zN63jwEDBjT6mO0NTVHuNgat6RfTrlHNm6bd42zG25i2XiKjTbBnz3Z+//1HXn75ZZfvoRetDy+JUQtuuOEGcnNzmTdvHllZWfTv35+VK1fWkAzWh+zSbE7mn6RbcDdBieFhBb6DfwfOFJ8hrywPu9NeK4khlozsEtiF0igQ1byB7ryIoMQoL2RD8gZKLaVM6DwBP5UfUboo0g3p9Art5ba/v9rfVapSLIepU7krMQCKy4uRS+VuXgidAjphd9o5knOEJUeXMD5+PDKpzK1vOq8hqIcO5UklHfw70Du0N/uz9rvORaAmUKjGYN4HXA8SB/ilE+13hds4/VR+GCwGOgY4KSiQCGM2CA+umzcLxEb//nL8VH5klWYR0V1oJy/uhs2sAp9cgnyCqPrc1MG/A10Cu5BSvAUYTH6OCv8u/qQIC+T07g2+0SmUpnaiUyc4kX+CTvFDyQFkeiG9BwQlhkQCr79pYfO2Tfj6TiDEJ4QcYw6ZpZkw4r9cN+QyfvFP4FgeXBRd0++gKolRZi1D4lMEJR0YPhxOnwaHQwKnx6O+QljF0sg1KBTC/1VLrJ4uOA3ArCGzWLhroUv9oJQpXUoMg8XgIpFc14kKJUqQP6SFYreo8fFxVzv7qfzQKXWkG2oqMfZm7iVYUdlnbLS8QolxABA8JKoqMZxO2LdXgiziKBKNQK6orOEuvxiNRVhptKuyXedGq9SSY8yhjByUDj25ZbkCoVKuJzLGSmqykoICsNkkYAwl3+zAbq+pPKmKpCTQ62FwfGfw2Q0WHaOjJnBqjyDPtubHoKtDibElU/ggduiYBziw5Ee6tov3eISvcJ9KJBK6BXfjeN5xpt4PfvGRyAfKXdsBNmyAr7+GJthNeOGFC7t27WL06LHodEE8+uh3jBp1PVCpQmsslEol48dPPqsxRUZGExl5XaPaVCUnqgdzjVFrNGcwGB0ZyXX1nUgxuKglGBnSpQtD6vKwqK7KqEZqKOVyJnfrVt9Q60S0Xs919RAP9WFIVFSjCJDZQ4fy2d69zJ8/n2XLlp3VsdsDqip3p06dClQqd2fPnt0sx2jqvdtaPjOthrqIwvYYzNdHRtQ15vY4n/MYjVX+/fe/83A4HNxxxx0tNCIvGgIviVEHZs+efdY/QjKpjHVJ6+gW3I0CUwG9QnrV2KeDvgMpxSlklQqrslUDGhFiWUiALkFdyKnyzFCDxFAHcDT3KJ/t+4wewT0YFDEIgJ4hPUk3pNdMJ1H5cyJPqPpRPZ0kVBtKua2covIiis3F6FV6V5AJQjoJwOXfXI7FbuHR4Y+6910RHB/IOkCsPhapRMqQyCHsz9rvpsQoLC8EqVAtJTTMQb7cSYxfjFtfOpUOh9OBf4CDggIZ2cZsKBXO1b//CkqMoCDh/GUaMgkIAIncgjVDUKEISoyaBNG4TuNYse1v4D8U5fiiV+tJTha2xcVBWNdUSlM70bEjbMk7zvjul7Id0AYWuSkxAP7vuhgitYdc5y63LJdMQyb45vLiA1r++FiF2W6ukVYEQoAOYLQaKbOWIdcW0703BAQIZIpUCg67gvKgHQAuQkAtV7ulk5wuOI1arua9K95DIVUwIV6QfSukCqz2WpQYakGJUVheiF9gBJwIxW5RuqWSiOgS1IXF+xYztftUOgcKZUnPFJ/hz1N/ck/UPa79oqIkUBpOiUlQKlRXYvz5Jxw+DLo71mJT9EEidaC0VpKEKotwz1vVWfgohM+Nr9KXf1P+BUUvsAjna1/WPigfSKeOkJoskFlZWYBTit0qJSOjbhIjOVm4zgMjBqLy+xQz4G/vTE5WhSmsVYvU6HlFrYN/B/JyE1EqnUh880CXQVluZV6keI9XVT/1De3L7lNnOHQIugXYifGLcSP+Vq2CL76AF17weEgvvKgX69evZ8yYMcTE9GTBgh1oNJ7v/XMNZ5ti0iar2s21glyV1KhDpdGqaIL5oI9SyV0DBjDvr79cKtVzHc2l3K0Ldd37nu7pqvuft2qOcyHQPxfGeA6jrdIOY2LiiI/vRlBQ0HnzPXYuwuuJ0cLoH96fzanCynm+Kb8GgQAVJEZRJYnhSYlRNQjqHNjZbTXNE4mRVJTEsmPLuGfgPa4PV4/gHq7tbvtrAlyeGAaLAR+Fjyuo6hIorBSdyj9Fibmkhqy+g38HZBIZMqmMTXdtYnCk+xe2uH9CYYIr73949HBkEpngWwCucyLXCt4BcbFy1t+xnpmDZ7r1Jaa46PxtFBTgUmJotU527YK8vAoSQxdBZmkmEgnIdHmUplbkCmtz3NQHIi6OvZgUh1CC05Crx1/tT1ISyOUQFQWdegkKmJCoElKKUhjcIxSFAvQhRldaRXWvBxBIjFJLqUsZEe0X7Qr66/PEKLOWoR/5A889J2zTaKB7hbIkUyv4n4iEgEahwWSrJDESChOID4hHJpXxzhXvMLaTkLeslCnd0kmqBvVVlRi+/iYoC8FmUaKpOS2+nvo1NoeNwZ8MZuVpoWLBot2L8FX6cmnApa79uncHnDK2rYwF3JUYJhP85z8wYQLo+/5Lub0MldaEwlKZMyw3C4SGRZnpInh8Fb6CskVhxFquBKegAKHcn05xcqRSgcSoaoCfmCgQQ2If1ZGcDB07Cp+79Q/8IhzHHkdhdiWDU5ZTC4mh74CtNIDAIDsGewn4J1OcXfn5EsmqqsRk37C+HNsjzLOk1FYjlSSz4lnz6FGPh/TCi3oxZswYAB588LMaBMa5pMhuCbTJQ29zBzKN8M9oMdRlPliP4aDFbicwMPC8efC/4YYbWLBgAfPmzaN///7s37+/ScrdpkL0kKn6z9M+XnhxrqO++7y1kJBwgoSEE+j1et544402G8eFDi+J0cLoG9qXg9lCWc8CU0Gt6STphnRSiwUlQphvzR8+UYkR7ReNj8KHqurNAHdOggBNADnGHCQSCbf1u831fs+QngD1GnuKZAHg8m44VXCK4vJiNz8MEALjP2/6kx3/t4O+YX1rjFspU7qCc5HEuLXvrWybsc2VsiL6MfTrKCgvYmLg4g4X1zhXonLA189MQYGQqkNpBFddBVarkF4TGCgEoyIhhG8WBcnCybq4Zw8GRtR88BsVOwpUpfjoLDiKI/BX+5OcLIxDLod+QwQlwSbjp+hUOq7pNZk//4SeE7bjcDrwUfggldT8KIVohUD1QPYBfJW+6FQ6ugYJ1Sk8KTGqkxjBQzZwXRXltZh6XebvrsTwlE4SH1jT5E0hqzT2NJgNtZMYAWVgDMVWrvCoxOgV2otd9+xiVOworv7han449AOf7v2UO/re4eaJcfHF4Dvod/54eyKJiU5MNpMrFen11wWi4YMPQKv0ocxahlJbhtRceV4k5QLhZFKmuRl7AshVVpxOCdjU7Mncg9QSSGCg1OWXUp3EqC+dJC5O+Ds8VBCnqczRmIsCiYuvOF/ZwrWcMQMerLTTEAgIYyh+geUYbAbwTyYvo5IsEUmzqsRkn7A+WBMEnxJjmaOGqadIYhw+7HG4XnhRJ1IqcuEuvfRWunf3bETtJTLa4AG4JVZk25rIqA+13Gi5RmOz+EW0J8yePZuUlBTMZjM7duxg2LBhbT2kGmgvAaAX7QcNIcDaCu15bE8++QphYRGYzWa+++67th7OBQsvidHC6BnSk+N5xzFZTRSaCj0qMWL1sTicDnZn7CZAHeDmOSEiSBOEQqpwKSP8/ECrBbWaGqvlotJiWo9pbsoD0dzTE4lRbC7G4XRgMBvc0gz8VH6EacM4mX9SSCfxYHA4sctEYvWxtZ4DMUAWV5wVMgVDoipN3cTxjOoipAxE1+I5J5IrGr9yIVAtzAdTEOPHS6ioaFuZTlKaidPpxK5Nw1goBK9rZ/7E7f1ur9FvjD6GGL8Y5PocKIl2KTE6Cpky9O8rgwd6sqz0SZ65+BmCfYKZMAFiwoXrJKaSVEeoVkgrOJB9wLUSL16/+pQYRquxRr9XXw3Dx2WDSiBVRCWGp3SSzgGda/RfI51EVXmdFTIFWoWWQlMhPv4GMOspLfGcTgKCwmbZDcu4psc13Lz0ZvLK8rhv4H1u+0gk0PHWBah1pdx8sxOHTYJGrsHhgP/+Fx56CLp0EeYtpM8YkJZXnhenMQikFoxkuXliAIQGCP+Hq+JJLExEYvbH318gsUQSQyq3IdNn1UliOJ2QklJJYojm8YryCDBEEhJTANpsCjMDcDrh999hy5bK9rH6WDCGovIzUFKhxMioMBOFmp4YAH1C+0DypQCYyiS1khhHjng+9154URdee+01/PyCeeCBRW09lHYPL5HRNkgsLPRW6mgHaI/BoRdtj5a8JzwRE7X9a88YMmQEkycLPlP//e9/23g0Fy68JEYLo3dwb2wOG1tTt+LE6XEFXgxidqTv8JhKAoIhYJRflCsIlkiEVIfqqSRQSQrcO/Bet/fFdBJPJIbD6aDUUkqeKc9FOojoGtRVUGKYi91UGg2Fi8SopYxkR/+OxPnHMXXAaEBQQHiCGHSrdWUUFkJyuqA+iIqCkSOFfaoqMQwWA05thuv9qlU2qmNU7CjKNCdcJIbokwAVq+ihx4jRR/PQsIdcbUTFTG1pCi4SI+uAS0lTlxJDJVMhlUhdSgwxcBdxww3w9U8G12uXEqNKOonNYSO5KNmjEkMpU2J32rE5bBitxhpBvajIUeuFY6SnymolMUAgPr6b9h0zB83knoH3uOZWFXo9DLnnK3bskEJOb2GsJiGdRFSWiCSGzMcAJn9XW7tRL5SmlVBDiREZJJBpURrh8+Aw6dDrheucny+QGPrgMhwBJ0lMdAokhqImiZGdDeXllYSVVgsqFTiMQWCIROqXDQGJ5KbrOHFC6Pv0aYH8AIEwlJrCkevyMdgMSALOkJkhwSIIOFwpU1U9bZzGEMjtjUZfirVcUWs6iVeJ4UVjsX79ej755BOuvXYuarXXMb0haBMioyXSS1obDZ1DNTXGzrQ0ViUkcN11jTN49aJlca4Ej160HhpzP9R3/5xP95bNZmPGjGl8/vn7vPHGG1xxxRX1N/KiReAlMVoY3YMFI4MNyRuAmgQC4FIxHMw+WCuJAfDZ5M94YuQTrte1kRiTukzi46s+5tK4S93eD9GG8Nnkz5jWY5rb+1VTCfZm7qVfWD+37V0CuwhKDA/pJA1BdSVGdQRoAkj6TxKjuvegf3+ordS8SKAofUspKID0DKF6RESEkLoAlUqMovIi0kvSwVdIK6lv0WdkzEhsvsluJIYY2HYMEP54fdzrbiqZMG0FiVGLEkNUwRSbi12eJv3C+yFBQoy+JlMjkUjwUfhgtBg9khggEEEyieBX4vLEqEgncTqdpBanYnVYXd4bVaGQCSyOmDpUVXEDld4oSj+hGk3qGalHT4yqkEvl/O+q//HJ5E88bvdV+iINrCj1YtGhkWsoKxNeilWpRBJDqinGUYXEMBt04JPv2kfsDyC64sYPV8aDVYXTpqqhxAgJt+LUJ3LytL1WJUZSkvC/SFhJJBAcDLZSfyiJwqJNgoBEss5oXAoMg0HwXxH2lyA3ReDwyabEVoJ/XBJOp4S//hK2R+oiWXz1Yq7qepXrmJs2Cf8ru24Aq48buWexCH336OH1xPCiYUhNTWXcuHF8//33zJgxg549L2by5P/U2+5CTympivPGJ6Mdw+l08vLGjVz21VcMiYxsVtNLL7w4n9Ba30dNISgaopo411QVjcXy5b+yatXvLF26lCeeeKL+Bl60GLwkRgtDp9IRHxDP+uT1gOc0Aq1SS7BPMHan3c3AszrGdhrrtsLes2dloF0VerWeewfd69E0a8bAGS6FgAiRZMgwZHAk54hbqgcI6gFXOslZkBh1pZyA4D+xbx8M95zG7Qq65dpijEbITFMCAolx/fUwbZqQiiISQUdyj4BOWNYODfXcp4iRsSPBLxXyu2LIDiQ3tzKw7RTQieT/JHNj7xvd2ojnsTYlhlKmdM090ldYiR8cOZjkh5PpFNDJYxsxoK+NxFDIKlfuqyoxAMx2s8tE1BOJoZQJ56vQVAjgUYlRWF6IQidsT02V1KnEaAh8lb6YpQXCC4sWjUKDUciGqUFioCnAXlZJrJQV+4BGIDFEokgcc1yowEqFyDuAWbgnq5IY6ekQGQEEJNaZTlK1Co2IkBAoyFFBWSglyuMQkEhqspLNm8G3oovTpyv3d5aGYFalUWIrIbxrOmPHwvz54HAIJMddA+5yu0c2bAD/yFyKtTsFEqMKuZcjVDpmwgRcZI8XXtSFp556irVr13LLLbeQn2/goYcWI5PJ6m+Il8ioijYjMpqTzGgPhp/VUTG/v06e5Ln165k5eDCrjhxBqVS28cC88KLtUD24rx7wn2+B//mEtWuXExcXx5QpU9p6KBc8vCRGK6BfeD92pAtmjJ6UGFCZahGubbjZ1VtvwY8/nv34xEB7fdJ67E47QyLdSYwuQV0oMZeQWJjo0ROjIf1LkBDtV4vZRQOhlquRS+VINYJSIDc5FKnMTlAQxMfDr7+CUllZyeVIzhGXEqM+EqNPaB+0Q5eAzMJNVws7VyWIPKlIxHSS2gwjoZLoqEpO1UXm1EdiAMQHCERWVU8MEKp/JBQmIJfKPR5DIRWUGAWmAo/jFtNJZL7CdpuNZiExTJIK2YJVi0ZeO4nhUBVgNVaOyVisEtJJqFRiiGRGt2iBxNDZO0K5PyCkrgQFVSoxOsTIISCRgjw5pQbPZFNyskB8+FXJkgoOhiNHJOCUki3ZCwGJZGRIWbcOrr1W2CchoWJKVrAadZQqEjHYDQRrgnn+eThwQPDP8ISNG6HfsCJQlIHVx62UsJhKMmFCPSfWCy8Ai8XCunXrAOjceTCvvrqBiIiaqWR1oQHFJC4YtNmqYUuRGS1NaIjjrj72au9nGQzMXrGC4dHRvLV1K3p9458jvGgdnJelWNsZPJEXte3XEoqG81Ed0ZqYMuVGkpOT+eeff9p6KBc8vCRGK6BvaF9sDhvg2QsBKoPkutJJqkOlOvsgEypJjNWJq1HL1fQO7e22XfQ6KLOWNU2JofInUhfpUgI0FRKJRFBjaASlgCEtFl2QEWm1u1g8h4dzD4Ov8INcXzqJTCpjZN8oZLdOJTtbULBUXZ33BJcSo5Z0EvDsiVAXxIDek7GnCFFlUbU6CUC5rZzTBaeJ849DLpXXaCemk4gkRlVjTxD8HYrKi7DLjEjUJcJ4zpbEUFQhMWpRYmgVWoxWI3ZVHhZj5ZyLC+VIfISxVk8nGdQ9DIUC7PmVJEb1dJL4Dj4QkAhAWW5orekk1a9zSAgcOiT8Xao+gSZEIMLOnBHIhfDwSiWGmFZSKDuBwWYgyCeIiy+GsWPhxRcFNUZVFBUJXhdjLlUKJIbNB5W80ghUJDH69xcIGS+8qAtffPEFWVlZXHXVVbz99i5iY3udVX9eQkPAeUNmQOspM2ojNIBn163DbLPx87ZtrTOW8wTB5LX1ELxoZpzt90pTfSrO19SOtkCvXv2Ry+Vs836ftTm8JEYroF+44DGhlqtdgWd1iEqMutJJWgoiMbHlzBYGhA9wBbsixJV/oEnGnvcOupd3r3j3rMZY9fgOtfDDbsvqRlCoucY+gZpAFFIFR3KOoNALQXB9SgyA8Z3G06FnDkuXSpg2TUhTqQsuT4xa0kmgihLDt2HXVQzo61JiiCSGqMAQ7ymTzSSUVw3wvBIrkkh1KTEKywsxWU3IfAWiqD5PjPrgq/TF6ChEJnOC1cfNE0MkSETixqbKxVyqcQX+eXkS1H5G1z4Aw2OG89DQh+gX0Zu4OCjNCody4f4VjT1zcqCwEDpEK9BHVKSyFHaqNZ2kekpWcDAuogVdBn7hlQ+SI0cKqh+RxBDTP4yKJLIsWS6S8oUXBDVG9cpbOwRBFtPGRSBRloNdidVauT0zE6RSgUjp7c4leuFFDUgrGNzbbrutnj0bjwudyIDziMxowxQTp9PJltRUrrzhBqJrKz3mRa3wKiPqx4UYoJ/r1T3OZZw5k4TT6WTx4q/YUrVcnRetDi+J0QroG9YXqD2VBKqkkzRCidFcUMlVaOQarA5rjVQSEIJkMT2hKekk/cL7cW3Pa896nCCoB+yqXOFFQWfCwh019pFKpIT5CmVhg0KsSKXC6nl9+M9F/2HPvXuYMEFITamu8KiOAE0AMomsTiWGSGI0VolRF4lxW9/b+GrqVy61RfV0Ek9+GFCZTlJYLhAU1Y09xXQSk83k8sVojnQSo7UUlcYupJPU4YlhUWThdEowVBRgyc8Hrb7ctQ8In6H3Jr6HUqYkPh7y0/2JVAqrz6ISwyaInoiMhMgIGTKluU4So7oSI7iiKrFUbgNNPoFh5SiVQtWcmBjo3LkynSS34lZEm0OGOcPleTNqlFBN5tFHBUJFxNatgsKiVw8l0UHC94GpsjoumZkQFgYyGfQ6u0V1Ly4AdOkiVOc5ePAg3303j3feuZ2kpION7sfpdLJ27Ze88cb1fPHFE5SVCR/CxhAZpaUGXnrpCe6773p++ulLnGIJn0bg6NGDPPTQ7Tz00O0cPdr4eYjYv38Xr746l9JSQ/07NwCtHRA4nU6+/OknrvvkE17duhVDEwxyDGVlvLZkCbcsWMCXa9fiHDCg0WTGwawsbl+6lNuXLuVQdnajx+B0OnlxwwaO5+Vx/fXXN7q9F+0XrR0oN8ZUsr2iPY/Ni4Zj6NCRrF17kLCwSMaMGcN31VervGg1eEmMVkCcfxw6pa7WVBKo9EloCxIDKlNKqpt6ihBTSpqSTtKc8FP5YVYK8n6cMqIiPd/CEb4R2J12gv38WLkSbr65/r7lUnmN8rJ1QSqREqoNbXUSI0Qbwu39bne9FoPzh1Y+xKn8U7WSGPUpMcR0EpPVhKqiQklzkBilllLUGpuQTlKLJ4bRYqRcLlzXwkKhSkdpKfgFWF37VEfnzpCcJOOFi95BIgGdzr1aT1QURPlFoghO9UhiOByQkuI5nQRAH2wEqRO9xpdOnQRiAjwrMdAKfwRrgl39vP22UL71mWcq+962TTCulUhgzsX3Ae4GnpmZlQogrxLDi/oQFiaowS6++GL27l3Jxo3f89RTo8jLS2tUP+vWfcV7793Ftm2/8vvvb/Hmm5UBZ0OJjHvvvY6PP36L5ct/Zc6cu/j5568aNYaMjDSefnoW+/fvYtmy75k6dRQZGY2bh4j+/YcwaNBwHnigAV/81VAb8dGaAci3v/7KXXPmsHTFCp57803u/uabRvdx3Rtv8Oy337Jq3z4+W72aryq8UxpKZKQVFzNy8WK+P3SI7w8dYtqPP5JWXNyoMXy1fz8vbtwIwEixDno7w6ZNm5g8eTKRkZFIJBJ+++03t+1Op5N58+YRERGBRqNh3LhxnDp1ym2fbdu20b9/f+Li4vj888/dtm3cuJExY8YQGBiIj48PXbp04Y477sAi1uFuAFpLjdHQ41T3dGhpNPYY7U2J0N7G48XZo2vXnvz881quuuo6ZsyYQa5rRcuL1oSXxGgFSCVS+oT1qVOJMT5+PAsuX0DPkJ6tOLJKBGgCADwqMUAoswpNU2I0J3RKHWWOIjQ+wnJ7XLTK434iGRSoCeTyy4VUg5bAEyOfYHrP6bVu7xnSkw76DjX8J2pDQ0iM6ugV0osPJ36I3WHH5rAxONKzDLm6J0b1NBh/tT+lllIMFgNqvfAg3xzpJGXWMhRqK1i1qOVqF4lRNZ2kwFQAGmFchYWCCgMgINDhcawgkAmJicL+fn6CcqYqiREZKZBZVr+THkmMzEyBLPGUTgIQFCY8ZOpVer7/Ht54Q3i/c2fBC6O4WCAxNBqnMD/cqw9FRsJLL8GiRbBnD9jtsH17ZQnhfjHCZ6q6EkMkMcaPr/28tjTqe7AHOHbsGFdffTV6vR6tVsuQIUM4c+aMa/uJEycYOXIk0dHRvPzyy25tDxw4wNVXX01oaChqtZq4uDhuuOEGclyskBcNQUKFJKhHjx44nQ4cDjsmk4HjxxuXq7t79wqkUikOhwOHw8G+fauw2+1Vttfd3m63s3Hjald7qVTKunUrGjWGPXu2sXPnZk6fPk6PHn3o3Lk7e/Y0PedYq/Vly5Z1bvOoD3a7nV69goiMlBAZKeG++9zVA60ViPTp3h2NWu06n7+uWIF9wIAGp5jY7XZW79+Pw+Eg32Bg24kT7K4aeDeAyNiWlkapxYLd6cTudHK6sJDdGRmNmseKimMGaTT4+tZUwrUHGI1G+vXrx8KFCz1uf/PNN3n//fdZtGgRO/6/vfuOb6p6/wD+Sdsk3YtCB6WFQtmrUEYBKYVaylAEfoqALBFEC8qQKUNBWV9QvyJLFJyI4peyZEMBUTZU9ihUZsvuHrTN+f0REprOpM1sP+/Xqy/tzcm958lNL7lPznnO0aNwcHBA165dkZWVpW4zfPhwzJgxA2vXrsW8efNw69YtAMCFCxcQGRmJ4OBgHDx4EGfPnsWSJUsgk8m0el9evn0bD1X/GJoxfU1rKG7FDn32q7y0mcbBaR2Vg0wmw+zZ/4VEIsHs2bNN3Z1KiUkMI5kVOgsT200s9nEHmQMmtJsAK4lpTomrrStc5C4IrBJY5OPmNBLjQcYD2DkrP0DU9iv6Rl9Vg6Kk0S/6MLbtWHT071js4/0a9cO1965pvT8HmbImRvrT9BJrbeRnbWWNqNZR2D90P7KnZ6ODX4ci2+WfTuIgdSj0XlONQklMS4S9qzKJoY+RGABgLc9WF/bMyACkUuUPoExi5ChyAFvlvIsnT54XzHSvohySripeml/t2soEwKVLyqkkwPNimPb2ysSGt6M38uwSgIwqhUbMFLW8KvA8ieHtrTy2s9wZQUHKqSSq4wLKKSWHDgF16kjUK4wUfL9FRQF16yqLfF64AKSmPl9CWJUgKm4kRmnFaA2ptA/2165dQ4cOHVC/fn3s378fZ86cwYwZM2Bra6tuM3r0aLzxxhvYtGkTNm3ahL///hsA8ODBA3Tp0gXu7u7YuXMnLl68iDVr1sDHxwfp6mIkpA0fH+UIr3sFhvp7etbUaT/Vqj1vb2VlhSpVfAst01pSIsPa2hpeXtXVNToAoEaNWjoVCq1R43kfzp2LRWzscfj5Fb0UdWkOHdqHoUNfhptbFa2XmwWUcXh4eKrjKOrbcmPcmDRv3BjRq1dDLpfDysoKvt7ez+PQol6GtbU1qleponE+HPL9bQIodfWSmqqLaj41nHWrieXn4gJnuRyD3n5bp+cZU7du3fDJJ5+gd+/ehR4TQuCLL77A9OnT0atXLzRt2hQ//PAD7t69q5HYTU9PR4sWLdCsWTO4ubkh9dmcyF27dsHLywsLFy5E48aNUbt2bURGRmLVqlWw0+Ibgtbvvw+fFi2gUCiMMhrDXG64y/s3lj+FoE/m8vqQ+XB3r4Lp0/+Dr776CtHR0abuTqXDJIaRRNSOQI+6PUzdjWJ5OniirW/bYpMoQV5BkFpJ1cuKmoq/iz8O3jiIx1CO5/etXngVDuD5SAxDJzFKI5FIYG2l/YdoexvlqAQBofVIjPxKOlb+6SRF1YdQjcZJSEuAg6vyzlpfSQwrWQaQ4wiplRTp6c+nkgD5porYJgHQHInh6WENubW8yLhUyYSTJ5+PtFGNxPDxUU7Z8HHyAWRpwFMnjZjT0oBp05TPKzgSQ5U88K+hfG8VLGZb59lsne3bgQ0bgNGjoU5i5J9OAgA2NsrpJFu2AEuXKmtdtHo22En12haXxDClkj7YA8CHH36I7t27Y+HChQgKCkLt2rXVIytUnjx5gpYtW6Jp06bw8fFBUlISAOCvv/5CcnIyvvnmGwQFBaFWrVoICwvD559/jloFTwaVyONZxu3BgwewtpbCxkaGYcMWITCw6BF1xenXbwaaN4+ARCKBu3t1TJ26och2JSUlPvhgA9zdlYmM5s0jEBo6o9jnFvX85s1bYebMRZDJZJDJZJg5cxGaNWupUxx5eXk4f/4fDBnyElxd3fHtt0XHUZJvv92gTsg0bhxUbDtDJzO6duqEjatXo5afHzYUmKIAoNRkxoapU1Hd3R1WVlaIaN4cM/r1K7phMcmMVtWrY1FEBGTW1pBZW2NRRARaVq+uUwy96tVDSnY2/u//9FMTy9ji4+ORmJiI8PBw9TYXFxe0adNGY2WCmTNnokGDBnBxcUHbtm3RsKFyRK2XlxcSEhJw8ODBMvchJycHm3buLLWdIW7ai2Ko97w+9qvNa8BEBOnbm2+ORocOXTBnzpwy1YKisiv6DpAqna+6fwUJJMU+HlozFLfH34aHvUexbYxhfvh8vFTvJbyx0QG3Eou/4VOt8pJ/eL8lsJfa42HGQ/X/61P+6SRFTW9RjcRISE1AY3f9JjEgS4d1rjMkEkkJSQzlfOv8hTC9q8lg/7joTqjud8+fV64aAiiTEhKJMokBPHsfyK4ATx3VfUlPB3r0AE6fBnbsKByjaiRGHT87IK/w6CN3d+XIj7lzlaveDB4MHNqmrGlT1Putf3/lSIyVK5X3CupaIAWSGAoFcO+eeSQxSqJQKPDHH39g0qRJ6Nq1K06fPo1atWph6tSpeOWVV9TtZs+ejfDwcGRmZqJnz57o2rUrAOUH+9zcXERHR+P//u//IJEUf92hkvn6+sLe3h4XLlzAggXKKulWpVUkLoK9vRM++mg78vLytB65UDARERjYCqtX39R6H/mfr7oXHzVqAkaOHAegbHFYW1ujUaNmuHIlRacRGPk1b94KJ05oH0fBmyJtbyRV025KEhkWhrhnI5iKFRxcZFaoVWAgbq5erf05LZjIOHUKE9q1w7i2bQHofj4UCgW+t7aGo6MjWrdurdNzzUViorJOk6r2jIqnp6f6MUA5neT111/H06dP4ebmpt7+6quvYufOnQgNDYWXlxfatm2LLl26YPDgwXDWYVRLn+HDkXvrFrytE5AA7xLfY6rHynqzXtL+i9tn/vbmliTwRoJeljWlykMIofPnkjFjpqJfv3Ds2rVL/VmHDI8jMQiA8hvr0pZ3VRWpNCVrK2t09O+INnWU016KTWIYaTqJvtlL7fEo45H6//Wp1JEYtsoPX6lPU+Hsply6Vh81MQBAYZMGq1xl4qRgEkM9bcZKASfnPPV0EisrYET7V/FV96+K3LedHeDrq6w1oRqJYW2tTDCokxiO3oA8Fch2Uh/n+++Vq4Ts2PG8PkV+Hh7KFUJat7SFvdS+yGWF69RRJh/GjgVsbZ8X5i3q/aYajQFoHq9gEuPhQ+XKKuaexLh//z7S0tIwf/58REZGYteuXejduzf69OmDA8+K+AFA9+7d8eDBA9y9exfR0dHqG6m2bdti2rRpGDBgADw8PNCtWzf85z//KTQlgkpnZWWFWrVq4cqVK7CysirTjX9+Zb3xL+8+8o/QsOQ4AO1GaPz0v/+h+xtvlGn/RSphREZ5X4uyno9TCQn49ttv8fbbb0OqmjtYgTk4OGgkMADla79mzRrcvn0bCxcuRPXq1TF37lw0atQICQnaJbs6hYTAztYWOc/W4tY2SVbWKRW6JjC0YW5JgNL6w5oWlVtZvljp0KEzWjVvjrlz5xqgR1QcJjHIIrm5Kb9xr1ZMXiV/YU9L4iBzQJ5QFvzS+0gMq+cjMYpKYuRfmcXFXZnE0NdIjFybZFjlKP8/I0Nzv/njdHFVqKeTuLsDgR61MaBJ8SsMqKaU5J++7ev7fLt6OkmOozqJ8+CBcspIUQkMQJl0SEwEunWT4OueX+ONpoVvNurUUa6GMmqU8vdWPq3gKfMstmbMG28AL7+sXHZVHXeBJIbqM625JzEUCmWx1V69emHcuHFo3rw5pkyZgp49e2LFihUabeVyOaoWUdzj008/RWJiIlasWIFGjRphxYoVqF+/Ps6ePWuUGCqK1NRUXLlyBU2bNjV1V/RGl2VdzVlJN0FPkpLQp3t3/R5Qy6KfWtNxOdaCfJ+NNOjYsfiaUebO69na7AUTrPfu3VM/po3q1atj0KBB+Oqrr3D+/HlkZWUVulYWZducOXiSnIzMrCzYBQTgn/PndQvgmYKlJktqU9o+itpe0u8qJSUDDJkoKG7fLMRJ+iSRSDBqzCwcPHgQ+/fvN3V3Kg0mMcgiVa2qvNmzKWZClK+zLwCYvIaHrvLf0BtqOsmTzCdwkhWeTuIkd1JPKapeOwmfflr8jb62VEmMHOsnQM7z6RxFTieBMjl17x5w7NjzIp0lKSqJsX07MGWK8v+V00lSgTwZspV5GaSkKIt+amNg04Go7V670PZp04D//e/5cbvX6Y6VDVcWm8GXSoFNm54v0wpYbhLDw8MDNjY26nnfKg0aNNBYnaQ0VapUwauvvopFixbh4sWL8PHxwaJFi/Td3Qpt586dyMnJga1tT1N3Ra8qSiJDpeBN0v8Nn46X3ii+0HeZmVEiw1GmTBpn5C/6Y2Fq1aoFLy8v7N27V70tJSUFR48eRYiqQrOO3Nzc4O3trVUR4/YNG+KX5cvVv//4++9lOmZB+RMNuo7WKGvtDUOM8CAyJ5GRvdC0aUtMnTqVtTGMhDUxyCKNGQP0LOFze3Xn6tg7eG+JK4eYo/w39AVX0ygv1UiEHEVOkSMxrCRWcLV1Va5eIrfFtGnlP6bqOFlWj4GnythKSmK4u1th9WplcurLL0vfvyqJkX8J3fy15+yl9rBzUCATypVB5HLlf3Ussl9IkybKn/KQyZRTZgomMXT4gs8kZDIZWrVqhcuXL2tsv3LlCvz9/cu8z9q1a3N1Eh0dPnwY/v4BOq9GQuahtPoGZVJMjQxjS3q2BKl9eYfzGVhaWhri4uLUv8fHxyM2Nhbu7u7w8/PD2LFj8cknnyAwMBC1atXCjBkz4OPjo1H/pzgrV65EbGwsevfujdq1ayMrKws//PADzp8/jyVLlmjVvwaBgci4dg1pGRmoUmC6SnmU932nqjWhbY2OggyRvGBChExJIpFg2rT5eP31F7Fp0yatrhFUPkxikEXy8ir9Zq9zrc7G6YweGXQkhtXzeclFjcQAoE5i2NrYFvm4rlR1KLIkjyAtJYkhgQQvtLcCFMCSJdolCYoaiVGQh6sct6BckcTDQzkSw6no8I1KIlGOxsifxKhSRZncMLXSPthPnDgR/fr1Q8eOHREWFoYdO3Zgy5YtWg2j3Lp1K9atW4fXX38ddevWhRACW7ZswbZt27BmzRoDRlXxHD9+BvXqNVZ/AW8G966kI4MlMlTK+6ZQjcY4dUqnp8U/W40oMLDoZdvNxYkTJxAWFqb+ffz48QCAIUOG4LvvvsOkSZOQnp6OkSNHIikpCR06dMCOHTs0lpMuTuvWrXHo0CGMGjUKd+/ehaOjIxo1aoSNGzciNDRU6z7a2dlptSSrqaiSB6r3sTFWSSEyRx07huOFF8IxadI09OzZEzbFDRcnveCrS2RGDJnEUI3EAFDkSAzgeV0MO6l+PjDZWNnA1sYWWdJUKJ4lMTIyNKeKqOJ0kDlgzizdCioVNRKjoKputrgF5QgMQLfpJIaWP4lx7575jMIo7YN97969sWLFCsybNw/vvfce6tWrh//973/okH++TDEaNmwIe3t7TJgwAbdu3YJcLkdgYCC++eYbDBo0yGAxVTQJCcCjRw8QHPx8WLs+713JeAySyFAx0ciMxLQ0ANCpdoQpdOrUqcSh3xKJBLNnz8bs2bN13ndQUBB+/PHH8nSPiCzM9OkL0a1bMD766DN88skkU3enQmMSg8iM5J9CYqiaGEDxSQw3O+VwVTsb/X3r4yhzRJY0HYps5TdXxY3EKK5PJalbV5kIqFmz+DYNfGrgFJQjMQBlEqN24TIXJpE/ifH4sbKYqTko7YM9ALz55pt48803dd53QEAAvv7667J2jZ65ffsmEhPv4MmTR0U+XlJ5BEtIcJw4of8SD5WWPobqtGih82gMAJwbTkUq71KwRAUTv+byXmrSJAgjRozD4sWzMGRIb7MfjWbJWNiTyIzkT1zoazSEipXEClYS5Z+8k7z46ST6PrajzBGQpUORI4dCUTiJoUqYlKUGiLMzcPs20KVL8W1mRyoL6Jn7SIykJGVhU6LSPH36FG+80Q1yuRzvvqv7Nz2WkhzIv/RqRWeUlRHKe+JbtNC62GedZxnZ/EUxqeIq60giTj0hXZW0Uk5ZlxbWt4kTZyM7OxsLFy40aT8qOiYxCvj3338xfPhw1KpVC3Z2dqhduzZmzZqFp0+fmrprVAmokhh2NnbqhIM+qaaUFDudRO6qPr6+OMocAamyYGNGRuEkhtRaCqmVtEwjMYDny+0Wx8XZGsDzJEZqqnnUxAA0kxhPnpRc24NIZevWrbhy5QJ++OEPNGtWthtTS0lkqFSWhEZJSz3qJckRHGyUZEZzLy/06NEDkyZNQtazIp9UseirBoapbzjJMhhrJR19sLe3R0BAXZ1WbCPdMYlRwKVLl6BQKLBy5UqcP38en3/+OVasWIFp+liqgagUqiSGvqeSqKiKexZX2FM9ncQAIzEAZQIjI+P58qIqDjIHdRFQfVMlLPJPJzHHkRhPnnAkBmnn6NGj8PGpgUaNmpVrP5aWyFCp6IkMlYJLs+bfVm76OPklJDMkEgnm+fkhMTERPXr04BdBBhbz11/o0KsXTp45Y9Tj6usmkYkMKk55kxGmem8NGzYae/bswc6dO01y/MqASYwCIiMjsWbNGkRERCAgIAAvv/wyPvjgA2zYsMHUXaNKQHUjb6gkRqkjMZ5NJ9HX6iTqY0mVd+rp6YVHYgDKeMs6EqM0MpnyJzUVEIJJDLJ8OTk5sLPT/RqRl5en8buuyQCFQgGFQqHzcUvqQ1n3UZ5EhrnEUR76SmTkBQWVezd5zZoVmcxo4umJna+/jj///BPz588v93GoeCf++Qd/HT+OPsOHm7orZWbIm01zmGJA2jGnaSHlMXDgCHTq1BXdu3fH7Nmzmcg1ABb21EJycjLcS6m4l52djezsbPXvKSkpAJQfNnNycgzaP3OjireyxQ2UP3YplCMl7GzsDPL6qUZi2FrbFrl/Z6mzuh+6Hr+42O1t7AHpPQDA48c5yMqSwtY2Fzk5QqONnbVhYgYAR0cbJCcrkJqqQG6uFPb2mscvr7Ked1tba2RkADk5eXjyxAbOzgrk5CjKtC+qPDw8PPD48QOt28fGHsfw4b2RmHgXoaERWLXqd1y8qFvSMDp6EX788UMAwKBBc9G79wSdnp+RkYoFC15FbOwuVKlSHVOnbkBgYCud9nH16nHMndsbjx/fRfPmEfjtt9/h4KBbHMuXL8KCBco4pkyZi1GjdIsjLS0VI0e+igMHdsHLqzq+/XYDmjfXLQ59Kc+qJqlpaXh15EjcvXcPUhsbrBg6FK10LEB3/OpVjPvmG9x6+BANfH3x+5QpcLx4UaNNx5o1MSY4GIsWLcI777yDqlWrlqm/VDJfb2VS6+adO7ibmAgfA64K8/jJE7i5ukJS0jxOM5L/b8QbCWZTAJKeM1WyoqTjlvd9IpfL8f33W7B48ceYPXs2fvzxF6xcuRSdO3cu137pOSYxShEXF4clS5Zg0aJFJbabN28ePv7440LbY2JiYF9w7HwlsXv3blN3wWTKGvtThTJTm5uZi23btumzS8r9Ps0FAJw7eQ65l3ILPf7v438BAKeOnULKuZQyHaNg7MkPktXTSbZtOw6gHa5cicW2bXee9yszF8kPkg0SMwBYW7+I2NjbiI6+BqAbrl49iW3bEvV+HF3P+5MnLfDwoR02bjyMrKyXcONGLLZtuw0AyFAN0SDK5/79+9i0aRN8fWtq/Zzhw3vj/v1ECCFw8OBufP75HERGLtD6+VeuHMOaNRPVv69Z8wGaNAlFnTraT0n444+v8M8/uyGEwOPHdzFvXl+sXq3bfOG5c3vjyRNlHP/8sxuTJ8/BV19pH8fp08ewa9dm+Pr6w9raBjt2bESbNi8gKKi11vv4/PM5OHhQGce9e3fx1lt9ceKE6eY9lzWRMefzz7H74EEoFAo4Ozlh8v/+h32//658UMthLr3nzkXikyewk8nwICUFc379FQuGDlU+mG8lk6kdOmDVyZOYN28ePvvsM537SqX7v549kfjgAcZ/9BH6vPUWDm3cCBsb/X3Ez8zMxB9792L1unX46/hxLJ83DwP69NHb/lWYZCBDKMv7Sh8r6FhbW2PSpNl46aVXMXPKcHTp0gUDBgzA3Llz4e/vX+b9klKlSWJMmTIFCxaU/GHn4sWLqF+/vvr3O3fuIDIyEq+++ipGjBhR4nOnTp2K8ePHq39PSUlBjRo1EBYWhipVqpSv8xYmJycHu3fvxosvvgipVFr6EyqQ8sYuhIDkjATeVbzRvXt3vffP5YYLHj55iPDQcDSt1rRwgzjg85ufo0toFzSq2kinfRcX+7bt23DgmvLmvmZN5c1Cu3bN0b378/n8B+QHUNe9LroH6T9mAKhWzQaenrXRunUtAECnTi3RqZN+R2KU5bxv3WqF9HQJ2raNBACEhjZD9+7K86IazUWU39tvv42rV+OwevUmrdrn5eUhMfGuxlKXt27F63TM+/dvFNr28OEdnZIY+fehUCjw6NFt5OXlwdraWqvn5+Xl4fFjzThycnSL4/btG7h48Sw8PKpBJpPh5s3ruH37hk5JjNu3/1X/v0KhQEKCbnEIIcziG+x/b99W/39Kaipu3LnzPA4tlmTNy8vD3cePIYRAWlYWriUmonmtWs8b5FuS1cPBARPbt8enX36J999/nx/eDUAqlaLfyy9j/Ecf4eipU7gaH48GelraMTc3F17NmyPlWXVsD3d3BAYE6GXf5opLwBqPsUZh5D+nuhYIVT2vrBo0aIKD0dH4Yf16TPrkE6xfvx7D+/fHtE8+QY0aNcq838qu0iQxJkyYgKGqbwiKEZDvonz37l2EhYWhXbt2+Prrr0vdv1wuh1wuL7RdKpVWuht5FcZettgdZA5wkDsY5LWTWiv36W7vXuT+g6sHo6N/R9SuUrvMxy8Yu7Ots3okxpMnykuOi4sN8u/+s0jDfjvn5ARkZFgjM1N5o+Hurnl8fdH1vDs6ApmZQFqasjxR1arP+1VZ/3aoeFeuXMGmTZvw6adfoU2bDlo9x9raGqGhETh4UJlIVCgU6Ny5O4KDta+JUb9+COzsnJCdrRwdJJfbo06dljr1vV69Njh8+H9IS3sMAGjePELrG39VHM2bR+CffzTj0EXLliFQKPJw714CsrIyYGdnj5YtQ3TaR+fO3bFly3pYWSn/ZkNDdYtDIpFg69bf0bPn/+l0XH3r3rkz1m/Zoo6jbkCAzucjonlz7P7nHwBAcno6wpo0Kbb9uLZtsfLECYwKD8f2q1fL13kqko+XFy4eOIDMrCy9JDCEEIjevh1/nzgBuUxZT+u1l17Ce8OHo1Xz5uXef3GMnUAo6YZWnyNDCh6HCRKl8kyLKwt9Lwdc2nlUP8/KCkP79cP/9eyJpWvW4D/Ll2P1unUYM2YMFi5cqL4Wk/YqTRKjatWqWs/FvHPnDsLCwtCyZUusWbOGbywyKnupvckKe1Z3ro4DQw/o9Zj5l1i9f1+5rWBhT0NzclIW9lQNbjCXwp52dsrCnk+eKH9nYU8qyZQpH8Pe3hF9+76h0/NWrfodn38+B7duxaNz5+547bUhAKB1IsPDwxfz5x/Cxo3KaZWvvPIBPDx8depDly5DIZXa4siRaHh61kK/fjN0ej4ATJnyO379dQ7u3YtHcPDzOLTl4+OLjRsPYcUKZRyjRn0AHx/d4lAdc9++bahRoxbGjdM9jrCwSBw5chBt23bU+bn6MuS11wAA2/btQ60aNTBj3LjCjUp5g/w+ZQrm/Por4u/dQ/fgYAzs1EmzQb7RGI5yOWaHheGtzZtxe/x4+JrBtJJ58+Zhw4YNuHTpEuzs7NCuXTssWLAA9erVU7fJysrChAkTsG7dOmRnZ6Nr165YtmwZPD091W02b96MDz74ABKJBIsXL0bPnj3Vj0VHR2PBggW4ePEiFAoF/Pz88OKLL+KLL74wSEz19TT6AgBW/PAD3p06FVKpskbWgg8/xKSoKL3tvzRF3TTmv2HU9qZS9XtRCYmyfCNf3HFKa1/c40xmGD+RoU/5+63N+8vRwQGTR4/Gu0OHYt6SJZi3eDEaNWqEoUOHmsUoPUtSaZIY2rpz5w46deoEf39/LFq0CA8ePC+e5mXAQklEKoZMYqgKexpqJZCi5F+dxFRJDEdHZRLj2WhYs0liqFYnYRKDSiKEwLBhwxAdvRZz5y6Fk5Nub2AHB0dMn170dEptExm1ajXFuHE/6HTc/CQSCUJD+yM0tH+Z92Fn54ihQ5VxlHWF0IYNm+LLL8sXR79+Q9Gv39Ay78PBwdGkCQxAGcfQfv0wtF+/khuW8AZxtLN7XgNDC//XsCHe37EDK0+exBwd+mooBw4cQFRUFFq1aoXc3FxMmzYNERERuHDhAhye/SM1btw4/PHHH1i/fj1cXFwwevRo9OnTB3/99RcAZVH3qKgorFmzBkIIvPnmm4iIiIBMJsPevXvRr18/fPrpp3j55ZchkUhw4cIFi6kXdjshATY2NgisVQsXrlxBnfzThUxEmxvd4kZPlDVZUNwxCyYh9PUNf2VNapT3dTQHuvTdydERH3/wAc5fvow333wTP//8MzZu3AhHR+N9Prd0TGIUsHv3bsTFxSEuLg6+vprf0OSfi0tkKPZSe+WKHgYgtZbCWmKt1yVUS+MocwSsBGS2ubh/X3nJMcVIjPv3n4/EcHIy7vGLwyQGaWPPnj34/vvv8dFHn2Ho0HdN3R2TK2sCg8pIl7lHBeUbjeFsa4tRwcFY9Pff6H/hAho2bKjHTupux44dGr9/9913qFatGk6ePImOHTsiOTkZ3377LdauXateUWDNmjVo0KABjhw5grZt2yI7O/vZVKfmAAAbGxtkZ2dDJpNhy5YtaN++PSZOfF4Ut27dunjllVeMFWK5vP/WW5BJpbh55w4mvP02enfrZuouac2YBUL1fdNd0jf7VLFIpVJs+u47bNy+Hb2HD8fevXvRq1cvU3fLYnCeRAFDhw6FEKLIHyJjeCvoLbxS/xWD7FtmLYOjzNGoQ9ZUoz5s7fKgGthk7AV78k8nsbZWTuMwB/mTGDIZYGu83BJZkM8//xytWrXCiBFjDbJ/S0oKWFJfK5TyvPAtWqj/9+NOnVDT1RWDBw82u89VycnJAAB3d3cAwMmTJ5GTk4Pw8HB1m/r168PPzw+HDx8GADg7O2PYsGHw9vaGj48P3nnnHTg9y5J7eXnh/PnzOHfunJEj0Y9qHh6YNWECvv3sM7zZv3+FHOqeAG+zThRoMyWlpB9zZyn9NLRekZFwdHDAlStXTN0Vi8IkBpGZGRcyDj3q9jDIvqVWUjjJjTsMQZXEsLNXmHQ6SVqaMonh7AyYy2cxe3sgL085SsTNzXz6Rebl4cOHqFmzQYW8idAFExiFGfUGQA+JDHuZDMt69MDJkyfxv//9T08dKz+FQoGxY8eiffv2aNy4MQAgMTERMpkMrq6uGm09PT2RmPh8ie5Zs2bh4cOHePToESZNmqTePmbMGLRq1QpNmjRBzZo18frrr2P16tXIzs4ud18vXr3KZbj1yJyTGQX/xnVJUphzksBc+2UKEokEdQMCmMTQEZMYRJWIaiSGMamOZ28v1EkMU43ESE01n3oYwPPX4c4dTiWhwpKTk/HNN98gLu460tJSTd0dk2ICw0wEB5f9ZDxLZHSqWRO969fHm4MH48KFC3rsXNlFRUXh3LlzWLduXZme7+Lioh6BoeLg4IA//vgDcXFxmD59OhwdHTFhwgS0bt26XAmIJatXo2FoKGq0aoX1W7aUeT9kOco7ukLb55sq6aE6ZmVObFTz8MCjR49M3Q2LwiQGUSUitZYaPYlR1UG5KpCjowSpqcopEzqs5KcXqsKeqpEY5oJJDCrO6dOnERgYiLfffhuNGjXHxImztX7uiRPPfyoCJjDMUFmTGS1aQNKyJb7/6CP4enhgRN++Jp9WMnr0aGzduhUxMTEatdC8vLzw9OlTJCUlabS/d++eToXea9eujbfeegvffPMNTp06hQsXLuDXX38tc3+7dFAur/z4yRO89vbbGDtzJnJzc8u8PzLvEQv6VjChUVSCo7RlZ8s7baWo51SW1784Dvb2SE9PN3U3LAqTGESViNxaDme5ce/im3o2xcmRJ1HFRVmIwtijMADlSIysLODxY/Mp6gmYZxJj3rx5aNWqFZycnFCtWjW88soruHz5cpFthRDo1q0bJBIJNm7cqPHY5s2bUbduXdSrVw9bt27VeCw6Ohpt27ZVf3vZqFEjjB071kARmT8hBBYvXoxVq1apt/Xo0QNVqnji2LEb+O23Pahfv3Gp+ykqcaFNMsOckx1MYJg5VTJDxxPlZG+PT994A39fuoTrd+4YqHMlE0Jg9OjRiI6Oxr59+1CrwOobLVu2hFQqxd69e9XbLl++jJs3byIkJKRMx6xZsybsy3mz0rh+fWxcvRrWz74N+O8336DrgAG4l281vcpOl6khlfnmWddkRWV+rQyNSQzdcXUSokpkaoepyMrNMvpxW3i3UNfBMHY9DOB54iIhwTxHYty9CzRrZtq+qGiz7KDKF198UWSdhoq87KA+7N+/H8uWLcOOHTuQmqo5TeTTTz9FZmYm7t+/j6FD34OPj28xe9GkTaKiqPtMc05gUOkS4G0+NxY6rmJy+VnyItVEH9yjoqKwdu1abNq0CU5OTuo6Fy4uLrCzs4OLiwuGDx+O8ePHw93dHc7OzhgzZgxCQkLQtm3bUvf/0UcfISMjA927d4e/vz+SkpLw5ZdfIicnBy+++GK5+t4rMhKb1qxB/3ffRWpaGvYdOoQWXbti248/olmjRuXat6VjAsP4tF0Nhq938dIzMmDL6u46YRKDqBIJ8g4y2bFVN+ymSGKolt2+exdo2tT4xy+O6jV58sR8RmKUtuygSmxsLBYvXowTJ07A21vzw0tFXnawvA4cOICwsLBC28PCwuDh4YGAgAAATrC2tsGbb47W67GZsCBzoppG0iAgwCTHX758OQCgU6dOGtvXrFmDoUOHAlCuDGRlZYW+ffsiOzsbXbt2xbJly7Taf2hoKJYuXYrBgwfj3r17cHNzQ1BQEHbt2oV69eqVu/89wsNxcscOvD15MmL++gt3ExMRNW0aDm3aVO59WyomMEynYCKDr69u4uLjEZLvMxaVjkkMIjIKcxiJcecO8Gw6sVnIP7XGXJIYBRVcdhAAMjIyMGDAACxdurTIueH5lx2USCT45JNPNJYdXLt2Lc6dO6deBaCiu3//Po4du47Fiz/C/v07YWtrh6FDo9C2bUeEhkZALpebuotmyZymkhSVADKX/lnqaIyGNWoAAJJSUgzZo2JpU4vD1tYWS5cuxdKlS3Xef1hYWJEJS30KDAjA3t9+w+adO7E9JgZRz5IvlY2uK4uYzd9LBaN6Xc11pRdzJYRA3L//4o1hw0zdFYvCJAYRGYUqeWGKmhiqkRipqeZZEwMwzyRGUcsOAsC4cePQrl079OrVq9jnzpo1C2PHjoWVlZVG1f4xY8bgzz//RJMmTeDv74+2bdsiIiICAwcOrHA38xcuXMD8+fOxdu1a5OXlAQBatWqP6OiDsLLSX0kqjrAwrOJeX9V2c0lmWBrnZxfAtCzjT3GsSCQSCXpFRqJXZKSpu6J32nyzzxtm88MkkW7uPXiA9IwM1KlTx9RdsSgs7ElERmEOIzEA86yJAQCuribrRrGKWnZw8+bN2LdvH7744otSn2/MZQfNSWZmJoYNG4bGjRtjz54YzJq1GN9+G43mzVth4MARxSYwMjLKVhsgJycbx45twbFjW5CTk12mfTx8eBuHDq3H1avHy/R8ALh69TgOHVqPhw9vl+n5+ojj7t3b2LJlPWJjyx5HbOxxbNmyHnfvli2O7Oxs7Nq1Bbt3b0V2dtni0JUhbuSEENh36BC27NqlWxz5sjq3Hz7E+kOHcPzq1ULNFCZelYTMl6qMZFHb8m9nAoMqgqvx8QDAJIaOOBKDiIyCSYzC7Oye/7+5jcRQLTt48OBBjWUH9+3bh2vXrsG1QNalb9++eOGFF7B//36t9l+7dm310oMffvgh6tati19//RXDLHw45V9/XcXYsUNx/nws5s5div79h0MmkwEAunV7pcTn2ts7ICnpCVxdtX8zZGdn48MPO+PSpb8BAPXrt8Onn8ZAKpVpvY/4+DOYMqU9MjPTAADDhi1C794TtH4+AERHL8KaNco6J3Z2Tpg//xBq1dK+AE1OTuE4duyIUb922rhw4Qx69WqP9HRlHDNnLsKoUbrFsXz5IsyZo4zD0dEJGzceAqB9HNnZ2Xj11c44ceJv+PnVQrVq3vj9d93iMBcSiQR1AwLQc/BgzP/qK8T8/rtOcZyJj0f7KVOQlpkJAFg0bBgm9O6tfrxZrVqwsbbG7iNH9N53Mm+q5ENR39hrk5hg8oJMKv/wPD0MxbscFwcrKysmMXTEkRhEZBSmTGKoppMA5pXEkEqVP4D5JDFKW3ZwypQpOHPmDGJjY9U/gLIA3po1a8p0TH0sO2hqeXl5mDlzEbp0aYL79xOwbt1uDBnyjs43r7okMADgwIFd6ht/ALh06W+cPr1Tq+eqPntt3LgI2dmZ6u0//jgNCoVC6z4oFAr8+OOH6t+zszOwceMirZ8PAKdPF45j/37t4lD56aevUbduI7RtG4pmzVpixYpFOsexYMHzODIzM7BixaISP6MWfOzAgV04cUIZx5Mnj3DihO5xlJUhbux8fXwQu2cP/tq8Wef38qKNG5GZbwTHtB9/1DgfHs7O+L927fD5zz/rrb9k/gqOpCj4Y+w+FPUYkySkNT3M57wUF4eaNWpwdRIdcSQGERmFKWti2NkBVlaAQmFeSQxA+XokJ5tPEqO0ZQe9vLyKLObp5+dXKOFRFEMuO2gqV69exVtvReHgwd146633MWXKXNib4o1eiqJuxoODgSpV9H8sB4fyv6Hj4oCICO3bp6Wl4MyZE+r6I/oc/VBUvcqSkhu1agUiPr7wFApDM5sin8HBRS6/XNC4Xr2w7s8/jdAhIk1MVJiXkkbnmB3VxV/1j0I5CyRdvnYN9TkKQ2cciUFERmHKkRgSyfMpJeZU2BN4ntQxlyTG8uXLkZycjE6dOsHb21v98+uvv+pl/6Ghobh+/ToGDx6M+vXro1u3bkhMTNTbsoPGlJ6erhxyX7cuDh7cjaZNW2L27C+MmsAIDY1A/frt1L/Xr98OQUFdC7Ur6bPVqFEfaPR50KC5OhUetbKywqBBnwIAAgKCUKdOS7z44nCtnw8AQUFFx6HLl1yjRn0AO7vncUyZonscU6bMVf9uZ2ePUaM+UP8eHKz5U5TQ0AgEB7eDp6f3s+e0Q6dOhc9HZTBx+nTY5yvWO3fQoELnw5HfPBqcKUY6VAR8rYyjvO/LokbzmOzclXFUxtX4eARq8SUQaeJIDCIyClMmMQDllJLkZPMbiaGqi2EuhT21WXawPM8xxrKDxpJ/NRVv7+rYvPnvElobrg+ffhqjnkISFNS1UD2M0r4catiwKfbvv4CTJw8jLa0mAgNb6dyP3r0/QOPGobh371/Urx8CDw/f0p+Uj1RaehylyR9HjRo10by57nGMGjUBbdt2xK1b/6JlyxD4+OgWh1wux++/x+Cvv/Zh1KgP0KlT1zKNCLl793aZ4zCX0RiN69fHhUOHcPjXX1HT0xOtAgMLtfE0lwtfBVXUzVxR7w9zec+YG4saHWBh9JFoKG1akIrBzl/BIXplHImR+OABqhcxwpVKxiQGERmFqZMYqhEY5pbEsLcHrK3Nb4QIlc7GxgZubm548uQJDh++brLijVKpDK1bv1TkY9p+pvLx8YWPz6vlmt4bGNiqTAkQleLi0GWkriqOkpS2v+bNW5UpAaIik8kQFla+5S61iaMk5nJT6uvtjVfHji32G0oXBwdUcXXFo6Qko/arsjOX94elKO5mma+h7gydvCipvUHOVzkLe2ZmZiI5JQVe1arpqUOVB5MYRGQUpqyJATwv7mmOSQxXV+WUF7Is9+7dw5MnT+Dg4KRVAqOobz/NiR7qkxmUrl94lRZPOacxmz2zulEtOIf8GRtrazSpXRv7T540QafM20N4IF3Ha4Qu59vcrj+WyKz+xiyAtivPlPSalnfqibmdr3sPHwIAPC1sOq05YBKDiIzCXEZimNuIB3t786mHQbqp8qwipr9/gIl7UrSKenMO6DfhcuJExX2tzO5De8EX+sQJ9HvxRSYx9MTsznc+FTVpYs6veUVRUd87ALDn4EF1bS3SDZMYRGQUTGIUjUkMy2VjY4OAgAC0bt2h1LaG/JCr68oZRTH3URiGVpFHZZR0A2Dym6/gYHTMtwwrWY6KfGNJpmXI91ZxNWFUjHlNzM3NxfylS9GnTx/UrFnTaMetKJjEICKjcHNTLnPq4WGa4zs6KotoSqWmOX5xfHxMN8WGyq9p06Y4ceJvCCG0WlLSUMp6813ZkxcFFZXM0EPdNrNlqg/v+flyLrhe5b9J80aCVjeEJk9mERmRtgVBAcP+bez/+29c+/df/LxuncGOUZExiUFERlG1KnDmDNCwoWmO7+RkfvUwAOC//wUUClP3gsrqxo0bOHfuNLZvj0b37n1M3R2tMHFRuuJeo4o+YoM3s+YjNSMduakpZXquA1I1/j8RJa98kL+9tlJhomGVZqgsr19lo3wPlu39bEoF3+deSNTbvrOejUKTyWRISdHva5OSnq7X/ZkjJjGIyGgaNTLdsX18gOrVTXf84nAUhmW7ceMGACAwsIGJe0JEFYFMJoOXlxeaD+pu6q4QkRG0aNHCIPv18vIy2appxsAkBhFVCpMmAVFRpu4FVTQ1a9ZEgwbNLCqJUVQNDdJeRRyFocLRGKZna2uL+Ph4PH361NRdISILJpPJYGtra+puGAyTGERUKdjaKn+I9OXgwYOIjY3FvHnLTN0VnTGRUTYVOYFB5sPW1rZC33wQEZWXlak7QEREZGnWrl2Lrl27wtPTG/36DTN1d8qEN+S6qSyvF1edICIic8eRGERERDpYuHAhJk+ejD59BuLjj78o05xTfd0olrfQZEUfkVHS66Jt3JUleZEfp5UQEZE5YxLDQIQQAIDU1FRIzW1NRwPLyclBRkYGUlJSGHslwtj1G7uqUrXqWkLPpaSnA3qu5K2tTZs2YfLkyRg16gOMHTsdEokEqVqsIFCwer22lf2FEIiOXosDB3ahenU/REVNgoODEwDg9Onn7Q4eBIKCit5Henoqli5diDt3biI0NAK9ew/QWA42I6P0fty4cQ5bt34JAOjZ8z34+zfWqv/54zhwYC1On96FqlX90KfPJNjbO+m0j4yMVGzYsBAPHtxEUFAEQkMHFLusreq1SC2waMClS+ewerUyjjfffA/165ceR/59lHQ+tFXa+dBGWeLQVSoc9FqJvygPHj2CvBJU0SciIv2SCH5CNojr16+jdu3apu4GEVm4W7duwdfX19TdMAtZWVmoVasWEhMNe2NFRMbl5eWF+Ph41oEgIiKtMIlhIElJSXBzc8PNmzfh4uJi6u4YVUpKCmrUqIFbt27B2dnZ1N0xKsbO2PUVuxACqamp8PHxgZUVyxepZGVlsWo/UQVT0avoExGRfnE6iYGobjpcXFwq3Q2dirOzM2OvhBi7/mKvbAlQbbBqPxEREVHlxq/3iIiIiIgqiYMHD+Kll16Cj48PJBIJNm7cqPF4WloaRo8eDV9fX9jZ2aFhw4ZYsWKFRpusrCxERUWhSpUqcHR0RN++fXHv3j2NNps3b0bdunVRr149bN261dBhVQolnbucnBxMnjwZTZo0gYODA3x8fDB48GDcvXtXYx+PHz/GwIED4ezsDFdXVwwfPhxpaWkabVatWgV/f38EBQXh6NGjAJTvC6lUinXr1mm0ff311yGRSPDvv/9qbK9ZsyZmzJihv+ArkTt37uCNN95AlSpVYGdnhyZNmuBEvmrUQgjMnDkT3t7esLOzQ3h4OK5evaqxj8OHD6N58+aoWbMmvv32W/X2tm3bYtSoURptV6xYAYlEgu+++05j+9ChQ/HCCy/oP0A9YBKDiIiIiKiSSE9PR7NmzbB06dIiHx8/fjx27NiBn376CRcvXsTYsWMxevRobN68Wd1m3Lhx2LJlC9avX48DBw7g7t276NOnj/rx7OxsREVFYdmyZfjqq6/wzjvvcCqgHpR07jIyMnDq1CnMmDEDp06dwoYNG3D58mW8/PLLGu0GDhyI8+fPY/fu3di6dSsOHjyIkSNHqh+/efMmFi5ciHXr1uHDDz/EsGHKZcQdHR0RHByM/fv3a+xv//79qFGjhsb2+Ph43LhxA507d9Zf8JXEkydP0L59e0ilUmzfvh0XLlzA4sWL4ebmpm6zcOFCfPnll1ixYgWOHj0KBwcHdO3aFVlZWeo2w4cPx4wZM7B27VrMmzcPt27dAgCEhYUVOocxMTGFziGgPLdmew4FGURWVpaYNWuWyMrKMnVXjI6xM/bKpjLHTkRElguAiI6O1tjWqFEjMXv2bI1tLVq0EB9++KEQQoikpCQhlUrF+vXr1Y9fvHhRABCHDx8WQgiRnJws/P39xYMHD8SDBw9EzZo1RUpKimGDqWSKOncFHTt2TAAQN27cEEIIceHCBQFAHD9+XN1m+/btQiKRiDt37gghhDh79qwIDg4WaWlp4vr166JmzZrqtlOnThX16tVT/37hwgXh4uIi5s6dK4YMGaLevnr1aiGXy0VmZqYeIq1cJk+eLDp06FDs4wqFQnh5eYn//Oc/6m1JSUlCLpeLX375Rb3Nz89PXL9+XaSlpYng4GBx/vx5IYQQO3fuFABEQkKCuq2np6dYunSp8Pf3V2+7fv26ACBiYmL0F5wecSSGgcjlcnz00UeQy+Wm7orRMXbGXtlU5tiJiKhiadeuHTZv3ow7d+5ACIGYmBhcuXIFERERAICTJ08iJycH4eHh6ufUr18ffn5+OHz4MABljahhw4bB29sbPj4+eOedd+DkpNtyxFR+ycnJkEgkcHV1BaCcYuDq6org4GB1m/DwcFhZWamnjTRu3BhNmzaFi4sLGjVqhE8++UTdNiwsDJcvX0ZCQgIA5Tf4HTp0QOfOnTW+xY+JiUFISAhrWJXB5s2bERwcjFdffRXVqlVDUFAQVq1apX48Pj4eiYmJGn9/Li4uaNOmjfrvDwBmzpyJBg0awMXFBW3btkXDhg0BQD3KIyYmBgBw4cIFZGZmYvjw4Xj06BHi4+MBKM+hra0tQkJCjBG2zpjEICIiIiIiAMCSJUvQsGFD+Pr6QiaTITIyEkuXLkXHjh0BAImJiZDJZOobYxVPT0+NJbBnzZqFhw8f4tGjR5g0aZIxQyAo65ZMnjwZ/fv3VxcdT0xMRLVq1TTa2djYwN3dXePcffvtt7h37x4ePXqEgQMHqre3b98eMplMnbDYv38/QkND0bJlSzx8+FB9A3zgwAGEhYUZOMKK6fr161i+fDkCAwOxc+dOvPPOO3jvvffw/fffA4D6PHl6emo8r+Dfnyop8eDBAyxZskS93cHBAa1bt9Y4hx06dIBcLke7du00toeEhJjtF3RMYhAREREREQBlEuPIkSPYvHkzTp48icWLFyMqKgp79uzReV8uLi4cgWECOTk5eO211yCEwPLly8u0D1VRyfzs7e3RqlUr9Y3ugQMH0KlTJ9jY2KhvgK9fv46bN28yiVFGCoUCLVq0wNy5cxEUFISRI0dixIgRhYrrasPBwUGjloZKp06dNJIVnTp1AgCEhoZqbDfnc8gkBhERkY7mz58PiUSCsWPHqrd16tQJEolE46dgBfDiqvV7e3tj/vz5Gm2nTJkCiURSqNBWp06dMGjQoDL1e/ny5WjatKl6OeCQkBBs375d/Xh5VhwwVgxA6asrDB06tNC5iIyM1GhjiZXbly5dipo1a8LW1hZt2rTBsWPH1I9dvnwZ7du3h6+vr8bwbyJdZGZmYtq0afjss8/w0ksvoWnTphg9ejT69euHRYsWAQC8vLzw9OlTJCUlaTz33r178PLyMkGvKT9VAuPGjRvYvXu3xtLvXl5euH//vkb73NxcPH78WOtzFxYWhpiYGJw/fx6ZmZlo0aIFAOUNcExMDGJiYmBvb482bdroL6hKxNvbWz31Q6VBgwa4efMmAKjPU8F/m3X5+wsLC8OVK1dw584d9Wga4HkS49q1a7h165b5FvUEkxhEREQ6OX78OFauXImmTZsWemzEiBFISEhQ/yxcuFD9WEnV+vN/K6JSVLXwrKwsHDlypMwfLHx9fTF//nycPHkSJ06cQOfOndGrVy+cP38eQPlWHDBWDEDpqysAQGRkpMa5+OWXXzQet7TK7b/++ivGjx+PWbNm4dSpU2jWrBm6du2qviEZPXo03njjDWzatAmbNm3C33//bZR+UcWSk5ODnJwcWFlp3iJYW1tDoVAAAFq2bAmpVIq9e/eqH798+TJu3rxptvPnKwtVAuPq1avYs2cPqlSpovF4SEgIkpKScPLkSfW2ffv2QaFQaJ10CAsLw9WrV7F27Vp06NAB1tbWAICOHTviwIED2L9/v3raCemuffv2uHz5ssa2K1euwN/fHwBQq1YteHl5afz9paSk4OjRo1r//bVr1w4ymQzLli1DVlYWWrZsCQBo1aoVHjx4gNWrV6unnZgtU1cWJSIishSpqakiMDBQ7N69W4SGhor3339f/VjB3wsqqVr/ypUrhaOjo8jJyRFCCJGSkiKkUqn46quvRGhoqHof+/btEwBEfHy83mJyc3MT33zzTblXHDBVDCiiQv+QIUNEr169SnyepVVub926tYiKilL/npeXJ3x8fMS8efOEEEK0bNlSHD16VDx9+lS8/PLL4o8//jBKv8jypKamitOnT4vTp08LAOKzzz4Tp0+fVq9gERoaKho1aiRiYmLE9evXxZo1a4Stra1YtmyZeh+jRo0Sfn5+Yt++feLEiRMiJCREhISEmCqkSqOkc6f62/f19RWxsbEiISFB/ZOdna3eR2RkpAgKChJHjx4Vhw4dEoGBgaJ///5a9yEzM1PI5XLh5OQk5s+fr96elZUlbG1thZOTk5g7d65e465Mjh07JmxsbMSnn34qrl69Kn7++Wdhb28vfvrpJ3Wb+fPnC1dXV7Fp0yZx5swZ0atXL1GrVi2dVoPp2LGjcHJyEpGRkRrbw8LChJOTk4iIiNBbTIbAJEYJDhw4IHr27Cm8vb2L/JCUmpoqoqKiRPXq1YWtra1o0KCBWL58uUabuLg48corrwgPDw/h5OQkXn31VZGYmKjR5tGjR2LAgAHCyclJuLi4iDfffFOkpqYaOrwSlRZ7YmKiGDJkiPD29hZ2dnaia9eu4sqVK+rHHz16JEaPHi3q1q0rbG1tRY0aNcSYMWNEUlKSxn5u3LghunfvLuzs7ETVqlXFBx98oP4AbCrljV0I5QcAABo/b7/9tkabihp7QkKCeOONN4Snp6ewt7cXQUFB4vfff9doY47v+blz54rg4GDh6OgoqlatKnr16iUuXbqk0SYzM1O8++67wt3dXTg4OIg+ffoU+nseM2aMaNGihZDJZKJZs2ZFHuuff/4RHTp0EHK5XPj6+ooFCxYYKizSs8GDB4uxY8cKIQonLUJDQ4WHh4eoUqWKaNSokZgyZYpIT0/XeP5HH30kbGxshFQq1TjvV65cEQDE33//LYQQ4o8//hCNGjUSCQkJwtbWVv3BZMaMGRrL3ZVHbm6u+OWXX4RMJhPnz58Xe/fuFQDEkydPNNr5+fmJzz77zCxjEKL4JIaLi4uoWrWqqFu3rhg1apR4+PChRptvvvlGyOVyYW1tLUaPHq3enpaWJqRSqVi7dq0QQojz588LZ2dnkZWVJRwdHcX169eFEEJ8++23wtbW1ihLK2dnZwtra+tCcQ4ePFi8/PLLQgjl6+3k5CRsbGzEK6+8InJzcw3eL7JMMTExhT6jAFAvkZmQkCCGDh0qfHx8hK2trahXr55YvHixUCgU6n2o/j10c3MT9vb2onfv3hqJPzKMks5dfHx8kY8VTLY+evRI9O/fXzg6OgpnZ2cxbNgwnT+DqT7nHjlyRGN7p06dNBLfVDZbtmwRjRs3FnK5XNSvX198/fXXGo8rFAoxY8YM4enpKeRyuejSpYu4fPmyTseYNWuWAKCRiBJC+W88AHWC3FwxiVGCbdu2iQ8//FBs2LChyA9JI0aMELVr1xYxMTEiPj5erFy5UlhbW4tNmzYJIZQfhAICAkTv3r3FmTNn1JmyVq1aiby8PPV+IiMjRbNmzcSRI0fEn3/+KerUqaNTRtQQSopdoVCItm3bihdeeEEcO3ZMXLp0SYwcOVL4+fmJtLQ0IYRyjek+ffqIzZs3i7i4OLF3714RGBgo+vbtq95Pbm6uaNy4sQgPDxenT58W27ZtEx4eHmLq1KnGDldDeWMXQnlxHzFihEYWPDk5Wf14RY79xRdfFK1atRJHjx4V165dE3PmzBFWVlbi1KlT6jbm+J7v2rWrWLNmjTh37pyIjY0V3bt3LxTbqFGjRI0aNcTevXvFiRMnRNu2bUW7du009jNmzBjx1VdfiUGDBhWZxEhOThaenp5i4MCB4ty5c+KXX34RdnZ2YuXKlYYOkcrpl19+EY0bN1bfjBdMYqxcuVLs2LFDnDlzRvz000+ievXqonfv3oX2k5SUpB69kF/16tXV315NnDhRvPvuu0IIIerWrSv27dsnhBDihRdeEMOGDStXHGfOnBEODg7C2tpauLi4qL+x//nnn4VMJivUvlWrVmLSpElmFUN+Rf37/Msvv6i/oYqOjhYNGjQQrVq1KnRjn5aWJh4/flxon+3btxcjR44UQgixdOlS0b17dyGEEBEREWL16tVCCCEGDRokwsLC9BZHSe7cuaORIFKZOHGiaN26tfr3rKwscf/+faP0iYiIyFSYxNBSUR+SGjVqJGbPnq2xrUWLFuLDDz8UQiiHpFpZWWncvCYlJQmJRCJ2794thBDiwoULAoA4fvy4us327duFRCIRd+7cMVA0uikY++XLlwUAce7cOfW2vLw8UbVqVbFq1api9/Pbb78JmUymHm2wbds2YWVlpfFN9vLly4Wzs7PGsDdTKmvspQ0rr8ixOzg4iB9++EFjX+7u7uo2lvCeF0KI+/fvCwDiwIEDQgih1VD7/GbNmlVkEmPZsmXCzc1N4zxPnjxZ1KtXT/9BkN7cvHlTVKtWTfzzzz/qbaX9natGNsTFxWl1jIEDB6qHb7Zq1Ur89ttvQghlwnzmzJkiIyNDyGSyQn9fusrOzhZXr14VJ06cEFOmTBEeHh7i/PnzOiUxTB1DfkX9+1zQtWvXBACxZ88erfb54Ycfirp16wohhHj11VfFwoULhRBCfPrpp2Lw4MFCCCFq1KhR6DOAoWibxCAiIqoMWNizHNq1a4fNmzfjzp07EEIgJiYGV65cQUREBABlATSJRKKxvq6trS2srKxw6NAhAMrq6K6urggODla3CQ8Ph5WVFY4ePWrcgLSUnZ0NQBmLipWVFeRyuTquoiQnJ8PZ2Rk2NjYAlLE3adJEY53jrl27IiUlRV1kztzoEvvPP/8MDw8PNG7cGFOnTkVGRob6sYoce7t27fDrr7/i8ePHUCgUWLduHbKystTLN1nKez45ORkA4O7uDgA4efIkcnJyEB4erm5Tv359+Pn54fDhw1rv9/Dhw+jYsaNGwauuXbvi8uXLePLkiZ56T/p28uRJ3L9/Hy1atICNjQ1sbGxw4MABfPnll7CxsUFeXl6h56iKpMXFxWl1jLCwMPz111949OgRTp8+rVEtPCYmBn///TeePn1a7kKSMpkMderUQcuWLTFv3jw0a9YM//3vf/Wy4oCxYtBVQEAAPDw8dDoX5lS53cPDA9bW1uWqRk9ERFRRMIlRDkuWLEHDhg3h6+sLmUyGyMhILF26FB07dgSgXKbNwcEBkydPRkZGBtLT0/HBBx8gLy8PCQkJAIDExERUq1ZNY782NjZwd3dHYmKi0WPShurGberUqXjy5AmePn2KBQsW4Pbt2+q4Cnr48CHmzJmDkSNHqrclJiZq3MQDUP9u6bEPGDAAP/30E2JiYjB16lT8+OOPeOONN9SPV+TYf/vtN+Tk5KBKlSqQy+V4++23ER0djTp16gCwjPe8QqHA2LFj0b59ezRu3BiAst8ymQyurq4abT09PXXqtyWeewK6dOmCs2fPIjY2Vv0THByMgQMHIjY2Vl2dPb/Y2FgAyuXStBEWFob09HR89tlnCAwMVP+ddOzYEceOHcP27dsRGBiI6tWr6y0uQPl+z87O1suKA6aKoTS3b9/Go0ePtD4X5la5XSaToWXLlhrnRqFQYO/evVwNgoiIKh0bU3fAki1ZsgRHjhzB5s2b4e/vj4MHDyIqKgo+Pj4IDw9H1apVsX79erzzzjv48ssvYWVlhf79+6NFixaFlq6yJFKpFBs2bMDw4cPh7u4Oa2trhIeHo1u3bhBCFGqfkpKCHj16oGHDhvjoo4+M32E90jb2/MmaJk2awNvbG126dMG1a9dQu3ZtU3S93LSNfcaMGUhKSsKePXvg4eGBjRs34rXXXsOff/6JJk2amDAC7UVFReHcuXMljiyiysXJyUmd0FJxcHBAlSpV0LhxY1y7dg1r165F9+7dUaVKFZw5cwbjxo1Dx44di1yKtSgBAQHw8/PDkiVLMHDgQPX2GjVqwMfHB19//TX69+9frjimTp2Kbt26wc/PD6mpqVi7di3279+PnTt3wsXFBcOHD8f48ePh7u4OZ2dnjBkzBiEhIWjbtq3ZxAAAaWlpGqMq4uPjERsbC3d3d7i7u+Pjjz9G37594eXlhWvXrmHSpEmoU6cOunbtqtX+7ezs0LZtWyxZsgTt27dXJ6lkMpnGdqlUWu5YtDV+/HgMGTIEwcHBaN26Nb744gukp6dj2LBhRusDERGROWASo4wyMzMxbdo0REdHo0ePHgCApk2bIjY2FosWLVIPOY+IiMC1a9fw8OFD2NjYwNXVFV5eXggICAAAeHl5qdd4V8nNzcXjx4/Neohoy5YtERsbi+TkZDx9+hRVq1ZFmzZtNKYIAEBqaioiIyPh5OSE6OhojQ98Xl5eOHbsmEZ71VDZihB7fvmHldeuXbvCxn7t2jV89dVXOHfuHBo1agQAaNasGf78808sXboUK1asMPv3/OjRo7F161YcPHgQvr6+6u35h9rnH42h63BuLy+vIoeEqx4jyySTybBnzx71jWWNGjXQt29fTJ8+Xaf9hIWF4fvvv1dPv1IJDQ3Fd999h7CwsHL18/79+xg8eDASEhLg4uKCpk2bYufOnXjxxRcBAJ9//jmsrKzQt29fZGdno2vXrli2bJlZxQAAJ06c0NjP+PHjAQBDhgzB8uXLcebMGXz//fdISkqCj48PIiIiMGfOHI3pndrEcfDgwSLjiImJ0UscuujXrx8ePHiAmTNnIjExEc2bN8eOHTsKjewiIiKq8ExbksNyoEDhsOTkZAFAbNu2TaPdyJEjxYsvvljsfvbu3SskEol66UZVkcMTJ06o2+zcudOsihwWjL0oV65cEVZWVmLnzp3qbcnJyaJt27YiNDS00DKDQjwvbnnv3j31tpUrV6qXsjMHZY29oEOHDgkA6qKAFTX2M2fOCADiwoULGu0iIiLEiBEjhBDm+55XKBQiKipK+Pj4FFo2VojnhT3zLxd76dKlMhf2fPr0qXrb1KlTWdiTiIiIiEgLHIlRgpKGq/r5+SE0NBQTJ06EnZ0d/P39ceDAAfzwww/47LPP1M9Zs2YNGjRogKpVq+Lw4cN4//33MW7cONSrVw8A0KBBA0RGRmLEiBFYsWIFcnJyMHr0aLz++uvw8fExeswqpcW+fv16VK1aFX5+fjh79izef/99vPLKK+qipikpKYiIiEBGRgZ++uknpKSkICUlBQBQtWpVWFtbIyIiAg0bNsSgQYOwcOFCJCYmYvr06YiKitLp2zJ9K2/s2gwrr6ix169fH3Xq1MHbb7+NRYsWoUqVKti4cSN2796NrVu3AjDf93xUVBTWrl2LTZs2wcnJSV2fwsXFBXZ2dloPtY+Li0NaWhoSExORmZmprovQsGFDyGQyDBgwAB9//DGGDx+OyZMn49y5c/jvf/+Lzz//3BRhExERERFZFlNnUcxZTEyMAFDoZ8iQIUIIIRISEsTQoUOFj4+PsLW1FfXq1ROLFy8WCoVCvY/JkycLT09PIZVKRWBgYKHHhRDi0aNHon///sLR0VE4OzuLYcOGidTUVGOGWkhpsf/3v/8Vvr6+QiqVCj8/PzF9+nSNJSOLez4AER8fr27377//im7dugk7Ozvh4eEhJkyYoF6C1VTKG/vNmzdFx44dhbu7u5DL5aJOnTpi4sSJGkvtClExYxdCOTqjT58+olq1asLe3l40bdq00HKK5vieL+79umbNGnWbzMxM8e677wo3Nzdhb28vevfuLRISEjT2ExoaWur7/p9//hEdOnQQcrlcVK9eXcyfP99IURIRERERWTaJEEVUYiQiIiIiIiIiMjOWu0QGEREREREREVUqTGIQERERERERkUVgEoOIiIiIiIiILAKTGERERERERERkEZjEICIiIiIiIiKLwCQGEREREREREVkEJjGIiIiIiIiIyCIwiUFEREREREREFoFJDCIiIiIiIiKyCExiEBEREREREZFFYBKDiIiIiIiIiCwCkxhEREREREREZBGYxCAiIiIiIiIii8AkBhERERERERFZBCYxiIiIiIiIiMgiMIlBRERERERERBaBSQwiIiIiIiIisghMYhARERERERGRRWASg4iIiIiIiIgsApMYRERERERERGQRmMQgIiIiIiIiIovAJAYRERERERERWQQmMYiIiIiIiIjIIjCJQUREREREREQWgUkMIiIiIiIiIrIITGIQERERERERkUVgEoOIiIiIiIiILAKTGERERERERERkEZjEICIiIiIiIiKLwCQGEREREREREVkEJjGIiIiIiIiIyCIwiUFEREREREREFoFJDCIiIiIiIiKyCExiEBEREREREZFFYBKDiIiIiIiIiCwCkxhEREREREREZBGYxCAiIiIiIiIii8AkBhERERERERFZBCYxiIiIiIiIiMgiMIlBRERERERERBaBSQwiIiIiIiIisghMYhARERERERGRRWASg4iIiIiIiIgsApMYRERERERERGQRmMQgIiIiIiIiIovAJAYRERERERERWQQmMYiIiIiIiIjIItiYugNEREQlSUlJwZIlS5CVlWXqrhCRgTRu3Bj9+vUzdTcsjkKhwNdff407d+6YuitEZCDu7u6IioqCTCYzdVfMhkQIIUzdCSIioqKcO3cOTZr0gVRaDTY2jQx6rKpVDbp7ox3Dw8PwxzBGHPbIMPxBHjww/DEePjTs/o0Rg4GPIQBszMzEywCWZGTAzs7OoMerKB49egQPjzcAXIWdXReDH8/Qf/e8PmqP10cdVIBr5OHMTDgC+O3WLfj6+hr0WJaCSQwiIjJLEsnPAEYBmABPzxmQSKwNerzgYIPu3mjHaNHC8McwRhzeSDD8QU6cMPwxTp0y7P6NEYMRjnE7MRGvAcgC8Pu1awgICDD4MS3Z8ePH0br1/wFoCWANvLxcDH5MQ//d8/qoPV4fdVABrpGZiYkYA2AzgF/27EGXLoZPWpo71sQgIiKzkp2dDYkkCsB7AH4D8JHBExhEZFq+APYD6ACgZe3a2Lp1q2k7ZKaEEJBIVqJ1604ARgP4HwDDJzCIyHTsAHwDYB6Al8PDMU8igUKhMHGvTItJDCIiMhs3b96ErW1HAEcBnATQzcQ9IiJjkQH4EsAyAP1fegnTJRLk5eWZuFfmIyMjA1ZWQwHMAvAHgIkAJCbtExEZz3AAfwJYBaC3tTWSkpJM2yETYhKDiIjMwq5du+Dv3wJAcwCHANQ0aX+IyDT6AzgC4HcAXW1s8MAYc9rN3NWrV+HgEALgOoBTADqZtkNEZBItoPyKJw9ASzc3xMbGmrZDJsIkBhERmZRCoYBEMgddu/YBsAjASgC2Ju4VEZlSIwDHAbgDaFGtGo4cOWLiHpnOxo0bUbduKwDhAPYB8DFxj4jIlNygrI8xHECHoCB89913pu2QCTCJQUREJvP48WNYW/cE8D2AvwAMNW2HiMhsOAH4FcAEAF1CQvCVRILKVI8+NzcXEslk9O49GMoZ8YsBSE3cKyIyB1YApgHYCGDisGEYKZFUqqXomcQgIiKTOHnyJKpUaQHlh/ITAJqZuEdEZG4kAMYC2AlgLoCBVlZIS0szaZ+MITExEVLpiwC2Qjkm5f9M3CMiMkfhUE4wOwugvZ0d4uPjTdwj42ASg4iIjEpZXX8VgoM7AngHQDQAV9N2iojMWgcApwEkAGjj5IRLly6ZuEeGc+jQIXh7twDgDWWR43om7hERmbMaAA4AaA+gZUAAtm3bZuIeGR6TGEREZFT79u0DMBLATwAmg/8UEZE2PAHshvKW/sUGDUzcG8NITU3FCy+EARgA4GcAjibuERFZAtXqTtMA9OjRo8KPyOAnRyIiMqoWLVpAuXTqRACxpu0MEVkMAWAJlFNLppi4L4bi4OAAZRWQr6Fcn4WISDt7ACwA8BYAH5+KXQCYSQwiIjIqNzc35OVtBTAEykHi35m2Q0Rk9lIBvAZlacs9f/+NqApa4NPKygpCzEd09A8ARgAYDyDHxL0iInOmAPApgFcALFy9GquEgFwuN22nDIxJDCIiMjrlB/UZ2LlzA4APoJxeUnmqahOR9s4DaAXgCYDT9+8jJCTExD0yvFdeeQVXrhwHsBdAGIC7Ju4REZmjJwBeBrAawKHTpzFs2DAT98g4mMQgIiKTiYiIwI0bpwD8A2VJqoo9h5OIdPMLgLZQrs2xMzcXVatWNXGPjCcwMBDp6YcB1AYQBGC/aTtERGblFIAWUN7Qn3zyBM2bNzdth4yISQwiIjIpPz8/ZGUdhPJWpSWAil9Vm4hK9hTAGADvAvhlyxZ8IgSsra1N3Cvjs7e3h0LxHYA5AHoAWAhldRAiqsy+BfACgLcBbMzLg6urq2k7ZGRMYhARkcnJ5XIIsRTKsn39AMwEkGfaThGRSdwCEArgLwAnr11Dz549Tdwj05JIJBBiJI4fPwBgGYA+AJJN3CsiMoVMAG8CmApgy969mCIErKwq3y195YuYiIjMlhADcfbsYQC/AugO4KGJe0RExrQXyuHRjQH8nZmJgIAAE/fIfAQHB+Phw5NQ1g8KBnDGxD0iImO6DqAdgEsATt++jc6dO5u4R6bDJAYREZmVxo0bIzn5OAAnKG9njpm4R0RkaAoAcwH0ArDg22+xSgjY2tqauFfmp0qVKsjL+wPAIChvZ340cY+IyBi2QDnhNhTA/uxsVK9e3cQ9Mi0bU3eAiIioIGdnZygU62Fl9TmAMKSnfwwbmyYGPeb9+wbdPQAgLs7wxzCGtDTDH8Mdjw1/kCtXDH8MQ590Y7xxs7MNunsBYCmACwD+PHUKQUFBBj2epVOu7jQTO3e2QWTkQACHkJ3dx+DHNfRbjddH7fH6qIMKcI3cB2A5gFXr1qFfv34GPZalkAhRQRfaJiKiCuHPP/9Ex45j0bBhFoQQePjwITw8PCCRSEzdNaNh3Iy7IhNCwOriRexJSICXl5epu2NRbt68CX//t9Cw4Z1K975RqaxxA5U39soUtxAC6RcvYnNsLJo1a2bq7pgNJjGIiMhipKSkwMXFBcnJyXB2djZ1d4yGcTPuiqyyxWsolfV1rKxxA5U39soUd2WKVResiUFEREREREREFoFJDCIiIiIiIiKyCExiEBEREREREZFFYBKDiIgshlwux6xZsyCXy03dFaNi3Iy7Iqts8RpKZX0dK2vcQOWNvTLFXZli1QULexIRERERERGRReBIDCIiIiIiIiKyCExiEBEREREREZFFYBKDiIiIiIiIiCwCkxhEREREREREZBGYxCAiIiIiIiIii8AkBhERmY3Hjx9j4MCBcHZ2hqurK4YPH460tLQSn9OpUydIJBKNn1GjRmm0uXnzJnr06AF7e3tUq1YNEydORG5uriFD0YmucT9+/BhjxoxBvXr1YGdnBz8/P7z33ntITk7WaFfwdZFIJFi3bp2hwynR0qVLUbNmTdja2qJNmzY4duxYie3Xr1+P+vXrw9bWFk2aNMG2bds0HhdCYObMmfD29oadnR3Cw8Nx9epVQ4ZQJrrEvWrVKrzwwgtwc3ODm5sbwsPDC7UfOnRooXMbGRlp6DC0pku83333XaFYbG1tNdpYynk2NF4jK/Y1ktdHXh8L4vWxGIKIiMhMREZGimbNmokjR46IP//8U9SpU0f079+/xOeEhoaKESNGiISEBPVPcnKy+vHc3FzRuHFjER4eLk6fPi22bdsmPDw8xNSpUw0djtZ0jfvs2bOiT58+YvPmzSIuLk7s3btXBAYGir59+2q0AyDWrFmj8dpkZmYaOpxirVu3TshkMrF69Wpx/vx5MWLECOHq6iru3btXZPu//vpLWFtbi4ULF4oLFy6I6dOnC6lUKs6ePatuM3/+fOHi4iI2btwo/vnnH/Hyyy+LWrVqmTTOgnSNe8CAAWLp0qXi9OnT4uLFi2Lo0KHCxcVF3L59W91myJAhIjIyUuPcPn782FghlUjXeNesWSOcnZ01YklMTNRoYwnn2Rh4jay410heH3l9LAqvj0VjEoOIiMzChQsXBABx/Phx9bbt27cLiUQi7ty5U+zzQkNDxfvvv1/s49u2bRNWVlYa/+gvX75cODs7i+zsbL30vTzKGndBv/32m5DJZCInJ0e9DYCIjo7WZ3fLpXXr1iIqKkr9e15envDx8RHz5s0rsv1rr70mevToobGtTZs24u233xZCCKFQKISXl5f4z3/+o348KSlJyOVy8csvvxgggrLRNe6CcnNzhZOTk/j+++/V24YMGSJ69eql767qha7xrlmzRri4uBS7P0s5z4bGa2TFvkby+qjE66MmXh+LxukkRERkFg4fPgxXV1cEBwert4WHh8PKygpHjx4t8bk///wzPDw80LhxY0ydOhUZGRka+23SpAk8PT3V27p27YqUlBScP39e/4HoqDxx55ecnAxnZ2fY2NhobI+KioKHhwdat26N1atXQwiht77r4unTpzh58iTCw8PV26ysrBAeHo7Dhw8X+ZzDhw9rtAeU507VPj4+HomJiRptXFxc0KZNm2L3aWxlibugjIwM5OTkwN3dXWP7/v37Ua1aNdSrVw/vvPMOHj16pNe+l0VZ401LS4O/vz9q1KiBXr16afxtWsJ5NgZeIyvuNZLXR14feX3UjU3pTYiIiAwvMTER1apV09hmY2MDd3d3JCYmFvu8AQMGwN/fHz4+Pjhz5gwmT56My5cvY8OGDer95v9wDkD9e0n7NZayxp3fw4cPMWfOHIwcOVJj++zZs9G5c2fY29tj165dePfdd5GWlob33ntPb/3X1sOHD5GXl1fkubh06VKRzynu3KleF9V/S2pjamWJu6DJkyfDx8dH40NqZGQk+vTpg1q1auHatWuYNm0aunXrhsOHD8Pa2lqvMeiiLPHWq1cPq1evRtOmTZGcnIxFixahXbt2OH/+PHx9fS3iPBsDr5HPVbRrJK+PvD7y+qgbJjGIiMigpkyZggULFpTY5uLFi2Xef/4PpU2aNIG3tze6dOmCa9euoXbt2mXeb3kZOm6VlJQU9OjRAw0bNsRHH32k8diMGTPU/x8UFIT09HT85z//MUkSg8pm/vz5WLduHfbv369RzO31119X/3+TJk3QtGlT1K5dG/v370eXLl1M0dUyCwkJQUhIiPr3du3aoUGDBli5ciXmzJljwp4ZB6+RxeM1kkrC62PFvz4Wh0kMIiIyqAkTJmDo0KEltgkICICXlxfu37+vsT03NxePHz+Gl5eX1sdr06YNACAuLg61a9eGl5dXocrf9+7dAwCd9qsrY8SdmpqKyMhIODk5ITo6GlKptMT2bdq0wZw5c5CdnQ25XK5VHPri4eEBa2tr9Wuvcu/evWLj9PLyKrG96r/37t2Dt7e3RpvmzZvrsfdlV5a4VRYtWoT58+djz549aNq0aYltAwIC4OHhgbi4OJN+SC9PvCpSqRRBQUGIi4sDYBnnuTx4jSxeZblG8vrI6yOvj7phTQwiIjKoqlWron79+iX+yGQyhISEICkpCSdPnlQ/d9++fVAoFOoP3dqIjY0FAPU/5iEhITh79qzGh+Ddu3fD2dkZDRs21E+QRTB03CkpKYiIiIBMJsPmzZsLLblWlNjYWLi5uRk9gQEAMpkMLVu2xN69e9XbFAoF9u7dq/EtU34hISEa7QHluVO1r1WrFry8vDTapKSk4OjRo8Xu09jKEjcALFy4EHPmzMGOHTs0agEU5/bt23j06JHGh1hTKGu8+eXl5eHs2bPqWCzhPJcHr5G8RvL6yOsjr486MnVlUSIiIpXIyEgRFBQkjh49Kg4dOiQCAwM1ltG7ffu2qFevnjh69KgQQoi4uDgxe/ZsceLECREfHy82bdokAgICRMeOHdXPUS0fGBERIWJjY8WOHTtE1apVzW75QF3iTk5OFm3atBFNmjQRcXFxGkuv5ebmCiGE2Lx5s1i1apU4e/asuHr1qli2bJmwt7cXM2fONEmMQiiXlpPL5eK7774TFy5cECNHjhSurq7qVREGDRokpkyZom7/119/CRsbG7Fo0SJx8eJFMWvWrCKXEHR1dRWbNm0SZ86cEb169TK7peV0jXv+/PlCJpOJ33//XePcpqamCiGESE1NFR988IE4fPiwiI+PF3v27BEtWrQQgYGBIisryyQx5qdrvB9//LHYuXOnuHbtmjh58qR4/fXXha2trTh//ry6jSWcZ2PgNbLiXiN5feT1UQheH7XFJAYREZmNR48eif79+wtHR0fh7Owshg0bpv5gIoQQ8fHxAoCIiYkRQghx8+ZN0bFjR+Hu7i7kcrmoU6eOmDhxokhOTtbY77///iu6desm7OzshIeHh5gwYYLGMnumpmvcMTExAkCRP/Hx8UII5RKEzZs3F46OjsLBwUE0a9ZMrFixQuTl5ZkgwueWLFki/Pz8hEwmE61btxZHjhxRPxYaGiqGDBmi0f63334TdevWFTKZTDRq1Ej88ccfGo8rFAoxY8YM4enpKeRyuejSpYu4fPmyMULRiS5x+/v7F3luZ82aJYQQIiMjQ0RERIiqVasKqVQq/P39xYgRIzSWyDQ1XeIdO3asuq2np6fo3r27OHXqlMb+LOU8GxqvkRX7GsnrI6+PvD5qRyKEidZaIyIiIiIiIiLSAWtiEBEREREREZFFYBKDiIiIiIiIiCwCkxhEREREREREZBGYxCAiIiIiIiIii8AkBhERERERERFZBCYxiIiIiIiIiMgiMIlBRERERERERBaBSQwiIiIiIiIisghMYhARERERERGRRWASg4iIiIiIiIgsApMYRERERERERGQR/h/Y+oErQihBowAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mca.plot(save_fig=True, name=\"mca.png\",\n", " variable=\"s\",\n", " folder=\"./plots-EquatorialAtalantic_Impact_Nino/\", \n", " y_levels=np.arange(-.51, .51, .1), \n", " z_levels=np.arange(-.51, .51, .1),\n", " width_ratios=[1, 1, 1])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Preprocessing data for variable sst took: 0.302 seconds\n", "[INFO] Preprocessing data for variable sst took: 4.325 seconds\n" ] } ], "source": [ "# Plot on a larger map using global regression\n", "map_y = Preprocess(Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-60, latf=60, lon0=-180, lonf=50, month0=Month.JUN, monthf=Month.AUG,\n", " year0=1890, yearf=2019)))\n", "map_z = Preprocess(Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-60, latf=60, lon0=-300, lonf=-40, month0=Month.DEC, monthf=Month.FEB,\n", " year0=1891\n", " , yearf=2020)))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saving plot with path ./plots-EquatorialAtalantic_Impact_Nino/mca_global.png\n" ] }, { "data": { "text/plain": [ "((
,),\n", " (,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ))" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mca.plot(save_fig=True, \n", " name=\"mca_global.png\", \n", " folder=\"./plots-EquatorialAtalantic_Impact_Nino/\", \n", " map_y=map_y, map_z=map_z, figsize=(11, 6), \n", " variable=\"s\",\n", " width_ratios=[1, 1, 1], \n", " y_levels=np.arange(-.5, .51, .1), \n", " y_ticks=np.arange(-.5, .51, .25), \n", " z_levels=np.arange(-.51, .51, .1),\n", " z_ticks=np.arange(-.5, .51, .25), )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Only first mode will be used as it offers 50% of the predictability**" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### Crossvalidation" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Loading Crossvalidation data from `./data-EquatorialAtalantic_Impact_Nino/cross_*` took 0.028 seconds\n" ] } ], "source": [ "# Third step. Crossvalidation: skill and hidcast evaluation and products\n", "# num_svdvals=1 to speed up calculation (we don't need precise scf)\n", "# cross = Crossvalidation(predictor_preprocessed, predictand_preprocessed, nm=1, alpha=alpha, num_svdvals=1)\n", "# cross.save(\"cross_\", \"./data-EquatorialAtalantic_Impact_Nino/\")\n", "cross = Crossvalidation.load(\"cross_\", \"./data-EquatorialAtalantic_Impact_Nino/\", \n", " dsy=predictor_preprocessed, dsz=predictand_preprocessed)" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Plotting crossvalidation" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "pycharm": { "name": "#%%\n" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saving plot with path ./plots-EquatorialAtalantic_Impact_Nino/cross.png\n" ] }, { "data": { "text/plain": [ "((
,),\n", " (,\n", " ,\n", " ,\n", " ))" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cross.plot(\n", " save_fig=True, name=\"cross.png\", plot_type=\"pcolor\",\n", " figsize=(12, 8),\n", " nm=1,\n", " cmap=\"plasma\", \n", " map_levels=np.arange(0, 0.41, .1), \n", " map_ticks=np.arange(0, 0.41, .1),\n", " folder=\"./plots-EquatorialAtalantic_Impact_Nino/\",\n", ")\n", "# cross.plot_zhat(1998, figsize=(12, 10), save_fig=True, name=\"zhat_1998.png\", \n", "# folder=\"./plots-EquatorialAtalantic_Impact_Nino/\", \n", "# z_levels=np.linspace(0, 2, 10), z_ticks=np.linspace(-2, 2, 5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Analyse predictability" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from scipy import stats" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "win = 20\n", "nt = mca.Us.shape[1]\n", "r_uv = np.empty(nt - win + 1)\n", "p_uv = np.empty(nt - win + 1)\n", "for i in range(nt - win + 1):\n", " r_uv[i], p_uv[i] = stats.pearsonr(mca.Us[0, i:i+win], mca.Vs[0, i:i+win])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(7, 4))\n", "ax = fig.add_subplot()\n", "ytime = mca.dsy.time\n", "ax.plot(ytime[:nt-win+1], r_uv, \".\", color=\"black\", label=r\"Correlation $(U_s,\\,V_s)$\")\n", "ax.scatter(mca.dsy.time[:nt-win+1][p_uv < alpha], r_uv[p_uv < alpha], color=\"red\", alpha=0.5, label=\"$p_{val} < 0.1$\")\n", "ax.grid()\n", "ax.xaxis.set_ticklabels([rf\"${int(year)} \\rightarrow {int(year+win-1)}$\" for year in ax.get_xticks()], rotation=15)\n", "ax.set_xlabel(\"$Y$ time\")\n", "ax.set_ylabel(\"Correlation\")\n", "fig.tight_layout()\n", "ax.legend()\n", "fig.savefig(\"./plots-EquatorialAtalantic_Impact_Nino/correlation_u_v.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's use the period where the correlation is high and significant (around 1970 to 1995) to train the model and validate in the years after" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "from spy4cast.spy4cast import Validation" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Preprocessing data for variable sst took: 0.185 seconds\n", "[INFO] Preprocessing data for variable sst took: 0.251 seconds\n" ] } ], "source": [ "# To apply validation we first preprocess the training data\n", "training_y = Preprocess(Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-30, latf=10, lon0=-60, lonf=15, month0=Month.JUN, monthf=Month.AUG,\n", " year0=1970, yearf=1995)), period=7, order=4)\n", "training_z = Preprocess(Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-30, latf=30, lon0=-200, lonf=-60, month0=Month.DEC, monthf=Month.FEB,\n", " year0=1971, yearf=1996)))" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Applying MCA \n", " Shapes: Z(8400, 26) \n", " Y(3000, 26) \n", " Regions: Z DJF (30.00ºS, 30.00ºN - 160.00ºE, 60.00ºW) \n", " Y JJA (30.00ºS, 10.00ºN - 60.00ºW, 15.00ºE)\n", " Took: 7.445 seconds\n" ] }, { "data": { "text/plain": [ "((
,),\n", " (,\n", " ,\n", " ))" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "training_mca = MCA(training_y, training_z, nm=1, alpha=alpha)\n", "training_mca.plot()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "training_cross = Crossvalidation(training_y, training_z, nm=1, alpha=alpha, num_svdvals=1)\n", "training_cross.save(\"cross_training_\", \"./data-EquatorialAtalantic_Impact_Nino/\")\n", "# training_cross = Crossvalidation.load(\"cross_training_\", \"./data-EquatorialAtalantic_Impact_Nino/\", dsy=training_y, dsz=training_z)" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saving plot with path ./plots-EquatorialAtalantic_Impact_Nino/cross_high.png\n" ] }, { "data": { "text/plain": [ "((
,),\n", " (,\n", " ,\n", " ,\n", " ))" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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t2rX8Zw8PD60fn168eMHPGz58eLr8Mrr2qq1evZpVqVKF2djYMIlEwry9vVmjRo3YvHnzGGPGnwjQvX4aagvNa6Q6+GFMZoN9J0+e5Oe3adOGv374+/tnuE61jNpVn9atW/PLLFiwgJ9eUM5Fly9f5pdt166d3jJa8locFBTEr0/fF+WC0q6M6X96S91TIyeCfep7MQDs3LlzRtOac09ojDnb78qVK/y00qVL8+eut2/f8udlzQcS1PcKEyZM4POtWbMmA8AGDhzIGGPszZs3fJ6+vr58utmzZzMg7b5Pfd35/PkzY4yxffv28ctk9YEDxhjr3Lkzn19GwT5TzpmG5HZbM6Yd7DMl8KX5BFmfPn0yXXe1uLg4/trq5+en9RCBbqDRULBP8zq4fv16tnjxYlakSBEmlUpZ5cqV2bFjx7Ty0bzHPn78OJs+fTrz8/NjUqmU1apVS6sHE2OM/fLLLywkJIT5+fkxa2trJpVKWbFixdiQIUPYhw8ftNKa+53XUsetJlPu28mXgcbsy8PWrFmDvXv3AgBkMhm2b98OKysrfv6NGzf4cesqV66steyjR4/QrFkznDx5ElFRUUhNTcXHjx9x7do1/Pzzz/jw4QOAtDFYOnXqhAsXLiA2NhYKhQKRkZG4cOEC5s+fz487ZCp1OZKTkw2Op5JVvr6+GD16NP85q2PCmerdu3cIDw8HkL69dSkUCvzzzz9aLytp0KAB/+/z58/z/65Vq5bef2umMcSUfM6dOwcAuHjxIj/eVuXKlSGTyQCk7Vvq+iiVSly6dAkAEBAQAAB48+YNn5f638WKFeOn2dnZAQA+f/6M8ePH4/79+2CM8fOtra0zrIeplEolwsPDsWnTJn6aKe1atWpViMViAMD9+/cRFRVldD3mbJ/79+/z4z36+/vDy8sLQNpYLjVr1uTTq7eDqe2qqWrVqgDSxmPKrZfwGPPs2TP8/fffAIDSpUtjwYIF8PX1hZWVFYKCgnDw4EE+LWNM68U2Ge23hnz+/Bn//PMPAEAsFvPjkRnKx9x9Q3c7JScn4/PnzwAMbydL02w3lUqF8uXLw8rKCoULF8b48eO1xi0tSPu+5rLq85H6/9WrV+fLop525coV/pyjO6YW8N/5+tmzZ4iIiDBaf2OKFCmCiRMn8p8HDx6MCRMm8J8XL14MR0dH/rPmfq57zTD12rt582YMHDgQN27cQEJCAlJSUvD27VucPHkSP//8s9l1sFRbZJbm9bp3795o0qQJgLSxz9TbMyPG2lVXUlISwsLCcPHiRX6a+ppRkM5F6uswkDZG15o1a9KNT2jJa7ExBalddamvxTNnzjRadktJTk7GiRMnAADe3t44ePAgAgICIJPJUKFCBWzYsEErvTn3hIaYu/0011mjRg1wHAcA8PLy4sftjIqK4scd1ncdUI/Npm53b29vFCpUCADw+vVrfl9WnyO6desGd3d3MMb4Mf00x/arUaOG0Tpa2sqVK2FjYwMbGxtUqVIFq1at0roPNiQvtHVmODo6okiRIgBgkRcV7t+/H0lJSQCADh06oFOnTvy87du3m53fvHnzMGLECDx79gxyuRw3b95E8+bNDe77P/zwAyZPnoxXr15BLpfj4sWLaNOmDVJTU/k0O3fuxLFjx/Dq1SskJiZCLpfjyZMnWL58OerWrat3HHlTWeK4JcQQCvblUf/88w9GjBjBf160aBHKly+fLo2a7kn7+PHj/Ilz6NChOHnyJHbt2oWZM2eiatWq/AXi4MGDfABo9uzZOHnyJLZv345JkyahTJky4DgOzZo1w7lz57QGHz537hz/p0mzHOov/9lB88vg06dPER8fb/KyZ86cydRAusbaWy05ORkcx0EikaBMmTK4ePEirKysMHz4cAwdOpRPp/mSFQ8PD/7f7u7u/L+jo6Mz/GJuSj7qAKWhtIbSDxo0CFKpFOfOncO6deuwbt06nD9/HjKZDIMGDeLTN27cmP/33LlzUb58eTg5OaFVq1bYsWOHSTc8pvD09IRIJEKRIkWwb98+iEQifPPNN1ovKTBUR5FIBGdnZ73p9DFn+5jbrj169ICrqytevHiBWbNmYefOndi9ezc4jsPw4cP1lqdHjx7w8/ODQqHAvHnzjJY9N2ge67du3cK6devw5s0bJCcn4+rVq2jdujW2bNkCIO1GVHMQ6Yz2W0M0293FxQVCodBoPubuG+rz79q1a3H48GGMGjUKcrkcJUuWRLNmzfSWKSAgwOgLlcyl2a5TpkzB/fv3kZycjJcvX2Lu3Llo3bo1f3wVpH1f84ua+sud+otcjRo1+Btg9TTNIJG+L3mWvC6NHj0apUqVApD2o9rHjx8BAI0aNUK3bt200hq7Zphy7QXSvgQBadtx9erVOHnyJLZu3YqRI0fyX+T69OmjdS329PTkr8+6g9Tn1DVaH4VCgd27dwNIC06FhoaiQ4cO/HxTv9SZci0+cuQIOI6DtbU1GjRogA8fPsDT0xPr169HlSpVABSsc1Hx4sX54EhsbCz/Ei4/Pz/07t3b5ECqJRSkdtWlDvYfP34cV69eNVp+S3jy5An/YpG3b99i/vz5eP78OeRyOe7du4c+ffpg1qxZfHpz7gkNMXf7mXsdGD58OP8CjZ07d2LmzJl48eIF3Nzc8M033/Dp9V0H1C+7q1GjBv89wNTrQHb68OEDEhMTkZiYiJs3b2LQoEHo06dPhsvllbbW1KBBg3T3MfpewqM+9/77779mPxiiS/NHoA4dOqB9+/b8NTAzwb4nT55g+vTpOHToEEJDQwGkXX80XzSim37evHnYs2cP/Pz8AKS19dGjR/k0nTt3xvr163H48GGEhYXh8OHD6NGjB4C0a9KePXvMLqeaJY5bQgyhYF8eJJfL0bVrVyQmJgIA2rRpoxVcUVN/yQAAJycnrXnqXzGBtC+gZcqUQfv27TFx4kRcu3YNRYsWTZeuePHiqFixIjp37owZM2bgwYMHEAqFcHd3R+3atSGVSvm0tWvX5v80aZZDs3z169cHS+s2bvCtVuZQP0GiFhMTk+U8M2KsvY1Rv9FLM+il+bp6iUSi99+66fQxJR91GkNpDaUvU6YMzp49i4YNG2LcuHEYN24cGjZsiLCwMK23Jy5cuJD/8qQWExODgwcPokuXLlpf5ixJKBRCKBSa1K66ny3Rrup05q7T3d0d586dQ5s2bbBs2TL069cPFStWxJ9//omGDRvqLY9YLMaYMWMAAOvXrzf7DWWPHz/G+fPntf5evnxpVh7G6L7JunHjxjh8+DB++OEHAGm/Xo8YMQIKhSJd22e03xpibrubm75Pnz7YsmULPD090blzZ+zfvx/ffPMNTp48qfWEdXbSbFcnJyf89ttv+O233/jzz7Fjx3DgwAGtcgP5f9/X92Sf+gtdzZo1+fnXr1/XehoZ0P8lz9B1KTMkEglWrlyZ4TTddRm7Rhu69mqmk0gkKFasGKpWrYpu3bph4cKFfICvUKFCWtdiqVTKX5/VTyLpK4dm+Xr16sVfo6dOnWpSW5jr6NGj/A9YLVq0gFQqRcuWLfl7i507d5r0JvrMXovFYrFW/gXpXCQWi7F582atL4dA2lNRGzduRK1atTL1JGhmFKR21dWkSRP+mJoxY4bR8uujex0+f/485HK5wfS619bAwEAcPHhQ68nC6dOn4/3791p1AyzT7qbkY267N2rUCH/++ScqVqyIfv36Yfny5WjTpg3Onj2rtf/qXgeePXuG9+/fQygUonr16lrBPqVSiWvXrgFIOxZ070mzS5kyZTBjxgzs27cPBw8eRNeuXfl5GzduzLCHTl5p68xQn3sZY/j06VOm8/n8+TOOHTsGAPDx8UHNmjXh6+vLP6V/9+5drR94TNGlSxf8+OOPaN68OXbs2ME/1Xzz5k28evUqXfpBgwZhzJgxaNu2LQYPHsxP13xrcePGjXHp0iUMGTIEoaGhaN68OX777Td+/vXr1/l/m/ud1xLHLSGGiHK7ACS9MWPG4M6dOwAAPz8//Prrrxkuo/v0VOvWrTFx4kR8+vQJw4YNw7Bhw+Dk5ISgoCD06dMHHTt2BAB8/fXXWLJkCeRyOT/N3d0dwcHBGDRokNZTW6aw1FNcGdF8JB0AHBwcTF42MDAQy5Yty/TygOF6qp+Ek8vl+OeffzB//ny8evUKixcvBsdxWLhwIQDAxsaGX0bzRk/9C66aZjp9bGxsEBcXZzQfdR6G1mkoPZDWZe748eNGy+Dt7Y1Lly7hr7/+wt69e3HmzBmtX6D27NmDY8eOISQkxGg+GTlw4AASEhLw7NkzLFmyBA8ePMDGjRsRFxfHP72SmTrqY872ycw6S5UqxXfRN1W/fv0wa9YsREREYMGCBWYtO2vWLK2uz0Dak2KW+lKv+UMAkNalpXjx4mjatCl2796NN2/e4MOHD7h79y7/NJKaXC7nu5RbYhsZyicz2+nrr7/G119/bbQcmnbu3Kn1BDSQ/ocJc0ilUv5Hn++++47/Jf6ff/7hn2g9ceIEWrduXaD2/fLly8PGxgYJCQm4e/cuHj9+jFevXoHjOAQFBcHW1pZvm9u3b/NP2AgEAlSvXj1dfpa+LjVo0ADNmjXDn3/+CQD49ttvUaJECaPL6JbB1Gtv7969sWPHDiQmJvLTfH19Ua9ePQwbNixdMC8jOXWN1kf36Q0AsLe3R0hICA4ePIh3794hLCzM4I8e+hiqT40aNXDu3DnExsbiypUrmDdvHl69eoV+/frBw8MDLVq0SHcs5PdzUd26dfHo0SPs3r0bBw8exPnz57W+hI8bNw49evTQ6mqeHQpau+qaNGkS2rRpg0OHDqFfv35mLVunTp1008LDw/kumLp0r63z58/HV199hRYtWuDw4cO4dOkSUlJScO7cObRv396se0JDzN1+mWn3Jk2a8F34DdF9sk99ritbtixsbW35YN/Vq1dx+/Zt/lpZoUKFHPtBTt1dVq1FixZ48+YNzp49CwD466+/0j0UoSmvtLWmn3/+GZUqVdKaptuzDLDctWT37t1QKBQAgHbt2vFP9HXs2JH/kW/btm2YPn26yXlqDufh4OCAkiVL4tatWwDShrBQP72nVq9ePf7fLi4u/L/Vwfa4uDjUqlUr3dAImnQD8+awxHFLiCH0ZF8ec/jwYf7XV6FQiK1bt2p1P9Dk6urK/1u3u6enpydu3LiBsWPHonbt2nBxcUFUVBSOHDmCTp068Y9FlytXDjdu3MAPP/yAoKAgODg44P3799i7dy9CQ0O1xrkxhWY5NMtnaZpjRBQtWhS2trYmL+vg4KD1ZGLt2rX1Xsh0GWtvNY7jULt2bTRq1AhDhgzRCrD8/vvv/L81b+wiIyP5f2uOoeTo6JjhUwum5KMOrhhKayj9xo0b0z3Kb+iRfrFYjFatWmHDhg149uwZ7t27x3d1A2CR8RurV6+OBg0aoG/fvlpjme3Zs4cfK8NQHVNTU7W+9Bi6sdY3P6PtY267hoWFGWxXY78AymQyjBo1CkBatyP1uJt5gbr7mFrhwoUBpB0PmjdVsbGxcHJygr29PT8to/3WEM12//Tpk9bYKubs/4b2jV69ehncToZUrVo13blF98uaOTTbVd2muv9WdwEqSPu+UCjkx+dSKpX46aefAKQ9Aefs7AyJRMI/ubFhwwb+Jrt06dJa+5ZadlyX3NzcMszT2DXD1GtvSEgILly4gG+//RaVKlWCtbU1Xr9+ja1bt6JevXp49uyZWeXOqWu0rqSkJP4pVAB8Ny2O47TO56Z02TLlWuzo6IjatWujWbNmmDZtGsaOHcvPU1+LC+K5yNHREX379sW+ffvw/v17HD58mA98JCUl4eHDh0brYgkFsV01tWrVir9n1OxCmx0MXVt1/53RdcCcdjd3+5l7HZg6darBdtfszli5cmX++nnz5k3+vlMdBKxatSpEIhGio6O1xi7M6S68ujR/cMroPi2vtLWm8uXLp7uP0fdAhPrcy3GcVoDMXJrn/GXLlvHlGzlyJD99x44dmc5fXUZjNL9riUT/PQelDmju3buXD/SVKlUKO3bswLlz57BkyRI+rSlPpRtiieOWEEMo2JeHREREoHfv3vznH3/8Ue+vgGqaXSk1HzUG0k5QhQsXxty5c3Hu3Dn+5Rxq6rEFGGMoW7YsfvrpJ1y+fBnR0dH8U1IqlQr79u3jlxEI/ttdDJ3UNMtRpkwZY9XNtJcvX2Lx4sX8586dO2fLenQZa+/U1FStG1E1zQuM5q8+mr/0aQZUNbujGfs10Jx81PtQrVq1+G1469YtPkCWnJzM/+IlFAr5X0tbtWqFW7du6f3TfJrkr7/+Src/lCtXDk2bNuU/Z2U8D/XYk5o025Uxxt/oGmqPa9eu8dunXLlyGQZRzdk+5cqV42+EXrx4wT91qjlwNPDfdqhatarBdm3VqpXRcg0cOBCurq5ITEw0a7ytjRs38l0KsqOrXsWKFbV+dVR3EWaMaf0S6ufnB47jEBwczE/LaL81xNnZmT8mU1NTtc5v+vIxd9+YPn26we2UUzTbSbPbtea/1cHUgrbva3bhUgcCNaep/60ZJDT0JS8nrkv6ZHSNNuXayxhDzZo1sXbtWty8eRNxcXFYtGgRACAxMRFHjhzh81SfF4196cittjh48KBJY+tqPuVhiLF21Xe9APRfiwvSuejz589axxyQds/WrFkzrR/esjq2likKUrsaqp967D7NMplC9zrMGDP6A4yHhwc/7A6Q+euAOe1u7vbTXOelS5f4AMmbN2/4Mjo5OaFs2bIA0u5jDLW7t7c3n5dEIuFfwJOSksIH6dXnfmtra1SsWBGAadcBS3vw4IHelzJojuWoO66errzS1pmhPveWKFFCazxNc6if5s7Iv//+a9ZDA5rbICYmBo8ePeI/q18sYg7N3mSDBw9Gp06dULt27Sy9lEOTJY5bQgyy+Pt9SaaoVCoWEhLCvya7cOHCLCwsjJ07dy7dX2RkJGOMMblczmQyGQPA2rRpo5Xf1q1bWZ06ddiiRYvYnj172MmTJ9nEiRP5/Fu1asUYY2zu3LmsSZMmbNmyZWz//v3sxIkT7Ntvv+XT/fDDD3yelStX5qcvXbqUnTt3jt29e1drvW3atGEAmEwmY3K5nJ9u7mvINdN7enqyc+fOsaNHj7KZM2cyd3d3rXb6/Pkzv5zmq9c117NhwwaLvII8ICCAAWCBgYFa08PDw5mXlxcbO3Ys27ZtGztx4gRbuXKl1uvsg4OD+fRv375lNjY2DAATCoVs8eLFbPv27czb25tPf+jQIb3lnzJlCj/95s2bTCAQMADM1taW/frrr2z9+vXM1taWz/vOnTt8+rZt2/L5tGnThh04cEBrWocOHcxuEx8fHxYQEMDGjRvH9uzZw06dOsVWrlzJHB0d+XyPHj3Kp9fcRhs2bMgwfycnJ/b999+zzZs3sxMnTrANGzawcuXK8Xn4+fkxlUrFGGMsMTFRqw0nTJjAdu/ezcqWLctPW758OZ+3of3S3O0zfPhwfnqdOnXY/v37Wf/+/flpVatWNbtde/bsyS+/atUqfvrMmTP56eq/v/76y+z8TbFz5062c+dOrXNHmTJl+OkPHjzg0w4cOJBPExISwv788082bNgwflrFihX5tPv37+ene3l5sW3btrElS5YwoVDI78sRERF62+L06dP89J9++omfXrZsWbZ7926tsvr6+rLk5GTGmPn7hqk0t8POnTvTna///fdfPq2h49iQS5cuMY7jGADm7OzMNm/ezDZv3sycnZ35fG7evJmp+uXlfZ8x7X1E33Gwa9eudPPXrVunN6/AwEAGgBUpUkRrurnnIk2a+6ShbfnixQs+zbBhw7TmmXrtHTJkCGvfvj1bvXo1O3z4MDt69Ch/nQXAFi9ezOep3i+EQiHbsmVLuv3PWFuYu28auqZq7leFCxfmp2uW+bvvvmPLli3T+qtUqZLe/cvcdt2wYQOrWLEimzt3Ltu3bx87cuQImzZtGn+vBIBNnDiRT19QzkWPHz9mAFiNGjXYvHnz2J9//smOHz/Oxo8fz59DpFIpi42N5ZepV68ev77w8PAM1/HgwQP+3F+8eHF+2alTp/LTC1q7MqZ9jk9KSmKMMaZUKlnJkiW15nl4eJidtynmzp3Lr6Ny5crs0KFDbPbs2VrrVZfL3HtCQ+dAc7ef5vH77bffsv3797O6devy00aNGpWpumteX9R///zzDz9/yJAh6eY/fvyYn29ovzLk+fPn/L4cHBzMLzt48GB+ekJCAt92Xl5ebMKECezw4cPs4MGDrGvXrlpluXr1ar5oa83vKj///HO6+xjd73pRUVF8+j59+mjNM+e8snTpUj5t48aN010XOnXqlK5e4eHheq89mu0rFArZzJkz2eHDh1nTpk356ZUqVeLTG9o39F0Lt27dqpXH4cOH2U8//cTfKwHa91Hmfue11HHLmHn37eTLQMG+POL8+fPpLliG/jQP7Pbt2zMAzMnJiSkUCn765s2bjeaxbds2xhhjM2bMMJhGIBCw8+fP83mOHDkyXRrNE21KSgpzcnJiQPqgUVaCfYb+ihcvzh4+fKi1XHYH+9RtIBAI2Pv37/npmhcffX92dnbsypUrWnmtX7+evwnX/evbt69WWmNfxDTrrPs3Y8YMrbQvX75kvr6+etMWKlSIvX792uw28fHxMVr3Bg0a8ME43fKa8gXbWN5isZjt379fK/3Ro0eZRCLRmz4kJISlpqbyaY3tl+Zsn5iYGFahQgW9aR0dHdPdKJnCULAvOjqaOTg4aK0ju4J9GR2Dmvvip0+f0n35Uf/Z2tpq3fTq1k/zj+M4tmnTJoNpNW/KFAoFa9Sokd58pFIpO3HihFY+5uwblmojQ+chUwIqjDE2evRog3mPHTs20/XLy/s+Y4y9f/8+XX63bt3i57958ybd/Hv37qXLJzIykr+J1v0SlN3BPsYYq1KlCgPAypUrpzXd1Gtv3759DaazsrJiT58+5fNU3w8Y2v+MtUV2Bvuio6OZVCplAJhIJGJRUVHp8tP80te9e/cM12+oXTXLpe+vVKlSWj8QMlYwzkXqYJ+xv6lTp2otY26wz9i9hvqvoLUrY/qDfYwxtnHjRq152RXsk8vlrHbt2nrrpO8eyJx7QmPnQHO2361bt9Ldl6j/AgMDtYLM5vjjjz+08nJyctK6n9QMwgBgrq6uButgSrAvo/OH5rGS0fFgzvUmt9taM9in70/3e9POnTv5ebo/zphzXqlRowaf9uDBg+nm3759m59fqFAhplKpTAr26bsnEYlEWvuAOcG+2NhY5uXllS5PzYBwVoJ9uuXPynGb0f5r6r0nKTioG28ekVG3FUPU3X6joqJw+vRpfnrNmjUxdOhQVK5cGa6urhAKhXBwcECdOnWwY8cOdOnSBQDQrFkzDBgwgO/aIBQK4ezsjJCQEBw9elTr8fIpU6agf//+8Pb21jv+wenTp/kxHHr16pWp+hjCcRysra1RuHBhhISEYNWqVbhz5w5KliyplU49wCmAbBmgV93eul2cXV1dMWbMGNSoUQPu7u4QiUSwtrZG2bJl8f333+Pu3bvpBo7v3bs3jh49ikaNGsHOzg5WVlaoVKkSVq1ahbVr15pcpqlTp2L79u2oWbMmP2h+zZo1sWPHDkyaNEkrrZ+fH65du4YBAwbAx8cHYrEYPj4+GDBgAK5evQofHx+z22T79u0YN24c/wYtiUQCa2trBAYGYtasWfjzzz+19hfNLmamjGc2ZcoU1KtXD15eXhCLxbCyskLx4sXRt29fXL9+PV33v5CQEFy8eBEtW7aEk5MTpFIpSpcujdmzZ+PgwYMmdzcwZ/vY29vj3LlzGD16NAICAiCRSODu7o5u3brh2rVrJo0JaSoHBwf+Lbd5ibOzMy5evIhhw4ahcOHCEIvFcHNzQ5cuXXDt2jV+DDa19evXY8WKFQgMDIRMJoO9vT0aNWqE48ePo0ePHiatUyQS4fDhw5g1axZKlSoFqVQKZ2dntGrVChcvXkSjRo200ltq38gsc/d9IG1A9k2bNqFatWqwtraGtbU1goKCsGXLFsydO1crbUHa993c3LS6r9nY2Gjl5e3trTWelb29vd5uqfv27ePbXfe6lJntYS71NeP+/ft4/PgxP93Ua+/XX3+Nnj17omTJknBwcIBQKIS7uzvatGmDc+fOaXVJWr58OTp16qQ1nqAmY21hLkPXWn3T9+7dyw86XqdOHb0viGjZsiX/7/3792fYPcpQu9aoUQP9+/fXaldHR0cEBQVh9uzZuHr1arqu7AXhXFS4cGHs2bMHAwYMQGBgIH8f4ujoiPr162Pr1q2YMmWK1jLZvf8XhHY15uuvv86RcbQkEgmOHTuGKVOmoHjx4pBIJHByckKLFi1w7ty5dPdA5twTGmPO9gsMDMS1a9fQrVs3uLu7QyKRICAgAGPGjMGZM2dgZ2eXqbprDt0ApI2Hp3k/qTtf88UMQPbu43369MGsWbNQq1Yt/v7UyckJjRs3xu7du816kVpeaGtzqIeC8vT0NOvlH5qeP3/ODz1gbW2t94WQFStW5K/zL1++NHkc+eHDh2P58uUoWrQoJBIJKlWqhEOHDqF+/fqZKqudnR2OHz+Ohg0bwtbWFj4+Ppg+fbpZLw3JiKWOW0LSye1oI8kapVLJd1Ho1KlTrpalY8eODEjraqFUKnN8/ampqaxixYr8rxezZ8/OlvU0adKEAWDVq1fPlvwLupYtWzIgrRuZ5q/khBR033//PQPSnnhTD8dAsle1atUYANa0adN083LiXBQXF8dcXV0ZADZmzJhsWYepjLWFuVq0aMFfa/v3789PHzx4MD89JCQky+sxJC+1a36kVCr5oTa6deuW28UhJFuUL1+efwJL84lAknkfP35kVlZWDACbN29ebheHl5Un9QkpyOjJvnxOIBDwv9bu3r1ba8DenPTixQv+l56pU6dqvcwjJ4wfPx7Vq1fHnTt3+GnNmjXLlnWpf8m5evWq1luBScZUKhXOnTsHAPjpp58gk8lyuUSE5JwzZ84AAGbMmAF3d/dcLk3Bd+HCBX4A/WnTpmnNy6lzka2tLcaMGQMg7S3aCQkJ2bKejBhrC3MsXLgQ9erVw6FDh/hpzZs3x4YNG9CiRQusWLFCa3p2ySvtml/duXMH0dHRsLOzw8KFC3O7OIRY3KdPn3D//n0IhUKsWLEiwzeyEtOsXr0aSUlJcHd3x5AhQ3K7OISQDHCM/f9VPoTkY46OjoiJieE/Dx48GMuXL8/FEhF9bt++jUqVKqF58+ZaXxYJKeg+f/4MV1dXVKhQATdu3Mj2LsPEODoXZU5gYKDWj2otWrTAgQMH0LZtW+zfv5+fXqVKFZw/f55+0Mmjli5diuHDh2PBggUYNWpUbheHEIvbt28f2rZtS98HvhBTp07lf8jasGGDxYeTIiS/EuV2AQixBI7jYGdnh/Lly6Nv377o06dPbheJ6BEYGAj6fYF8iZydnbXGDyK5i85FmcNxHGxsbFCyZEl069YNQ4cOBcdx4DgOMpkMRYoUQfv27TF27FgK9OVhw4YNw7Bhw3K7GIRkmzZt2tA5nhDyxaMn+wghhBBCCCGEEEIIKSBozD5CCCGEEEIIIYQQQgoICvYRQgghhBBCCCGEEFJAULCPEEIIIYQQQgghhJACgoJ9hBBCCCGEEEIIIYQUEBTsI4QQQgghhBBCCCGkgKBgHyGEEEIIIYQQQgghBQQF+wghhBBCCCGEEEIIKSAo2EcIIYQQQgghhBBCSAFBwT5CCCGEEEIIIYQQQgoICvYRQgghhBBCCCGEEFJAULCPEEIIIYQQQgghhJACgoJ9hBBCCCGEEEIIIYQUEBTsI4QQQgghhBBCCCGkgKBgHyGEEEIIIYQQQgghBQQF+wghhBBCCCGEEEIIKSAo2EcIIYQQQgghhBBCSAFBwT5CCCGEEEIIIYQQQgoICvYRQgghhBBCCCGEEFJAULCPEEIIIYQQQgghhJACgoJ9hBBCCCGEEEIIIYQUEBTsI4QQQgghhBBCCCGkgKBgHyGEEEIIIYQQQgghBQQF+wghhBBCCCGEEEIIKSAo2EcIIYQQQgghhBBCSAFBwT5CCCGEEEIIIYQQQgoICvYRQgghhBBCCCGEEFJAULCPEEIIIYQQQgghhJACgoJ9hBBCCCGEEEIIIYQUEBTsI4QQQgghhBBCCCGkgKBgHyGEEEIIIYQQQgghBQQF+wghhBBCCCGEEEIIKSAo2EcIIYQQQgghhBBCSAFBwT5CCCGEEEIIIYQQQgoICvYRQgghhBBCCCGEEFJAULCPEEIIIYQQQgghhJACgoJ9hBBCCCGEEEIIIYQUEBTsI4QQQgghhBBCCCGkgKBgHyGEEEIIIYQQQgghBQQF+wghhBBCCCGEEEIIKSAo2EcIIYQQQggh5Is1depUcByX28XIcWFhYeA4DmFhYbldFEKIhVGwjxCSJStXrgTHcQgKCjKaLjIyEqNGjUKpUqVgbW0NGxsbVKlSBTNnzkR0dHS69Hv37kXTpk3h6uoKiUQCb29vdOrUCadOncqmmhBCCCGEEEvJa/eIiYmJmDp1KgW2CCFfBI4xxnK7EISQ/Cs4OBhv377F8+fP8fjxYxQrVixdmmvXrqFZs2aIj49H9+7dUaVKFQDA9evXsX37dtSqVQvHjh0DADDG0KdPH2zcuBGVKlVChw4d4OnpiXfv3mHv3r24ceMGLly4gFq1auVoPQkhhBBCiOny2j3ix48f4ebmhilTpmDq1Kla81JTU5GamgqZTGbZRsjjVCoVUlJSIJFIIBDQc0CEFCSi3C4AIST/Cg8Px8WLF7Fnzx4MGDAAW7duxZQpU7TSREdHo23bthAKhbh16xZKlSqlNX/WrFlYt24d/3nRokXYuHEjhg0bhsWLF2t1qZg4cSI2b94MkYhOXYQQQggheVV+u0cUiURf1P1lcnIyH+D70gKchHwpKHxPCMm0rVu3wsnJCc2bN0eHDh2wdevWdGnWrFmDN2/eYPHixelu4gDAw8MDkyZNAgAkJSVhzpw5KFWqFBYuXKh37JRvvvkG1atXN1im58+fg+M4LFy4ECtWrECRIkVgbW2NkJAQvHr1CowxzJgxA76+vrCyskLr1q3x+fNnrTz279+P5s2bw9vbG1KpFEWLFsWMGTOgVCq10tWvXx/lypXDjRs3UKtWLVhZWSEgIACrV682qf0IIYQQQgqivHaP+Pz5c7i5uQEApk2bBo7jwHEc/4SfvjH7OI7DkCFDsHPnTpQpUwZWVlaoWbMm7t27x5e/WLFikMlkqF+/Pp4/f55uvVeuXEGTJk3g4OAAa2tr1KtXDxcuXDDccBqWLVuGsmXLwtraGk5OTqhatSp+//13rTRv3rxBnz594OHhAalUirJly2L9+vVaadTj8m3fvh2TJk2Cj48PrK2tERsba3DMPlPKHRcXh2HDhsHf3x9SqRTu7u746quvcPPmTZPqRwjJXl/OzxeEEIvbunUr2rVrB4lEgq5du2LVqlW4du0aqlWrxqc5cOAArKys0KFDhwzzO3/+PD5//oxhw4ZBKBRmuWwpKSn4/vvv8fnzZ8yfPx+dOnVCw4YNERYWhrFjx+LJkydYtmwZRo0apXVjtHHjRtja2mLEiBGwtbXFqVOnMHnyZMTGxmLBggVa64mKikKzZs3QqVMndO3aFX/88Qe+++47SCQS9OnTJ0t1IIQQQgjJj/LaPaKbmxtWrVqF7777Dm3btkW7du0AABUqVDC63Llz53DgwAEMHjwYADBnzhy0aNECY8aMwcqVKzFo0CBERUVh/vz56NOnj9a4gadOnULTpk1RpUoVTJkyBQKBABs2bEDDhg1x7tw5oz9er1u3Dj/88AM6dOiAoUOHIjk5GXfv3sWVK1fQrVs3AGljHdaoUYMPSrq5ueGvv/5C3759ERsbi2HDhmnlOWPGDEgkEowaNQpyuRwSiUTvuk0t98CBA7Fr1y4MGTIEZcqUwadPn3D+/Hn8888/qFy5svENQgjJfowQQjLh+vXrDAA7fvw4Y4wxlUrFfH192dChQ7XSOTk5sYoVK5qU508//cQAsL1792a6XOHh4QwAc3NzY9HR0fz08ePHMwCsYsWKTKFQ8NO7du3KJBIJS05O5qclJiamy3fAgAHM2tpaK129evUYALZo0SJ+mlwuZ4GBgczd3Z2lpKRkuh6EEEIIIflRXr1H/PDhAwPApkyZkm7elClTmO5XYwBMKpWy8PBwftqaNWsYAObp6cliY2P56er7THValUrFihcvzkJDQ5lKpeLTJSYmsoCAAPbVV18ZLWvr1q1Z2bJljabp27cv8/LyYh8/ftSa3qVLF+bg4MDfz54+fZoBYEWKFEl3j6ued/r0abPL7eDgwAYPHmy0jISQ3EPdeAkhmbJ161Z4eHigQYMGANK6OnTu3Bnbt2/X6u4aGxsLOzs7k/KMjY0FAJPTG9OxY0c4ODjwn9VvguvevbvWmCxBQUFISUnBmzdv+GlWVlb8v+Pi4vDx40fUqVMHiYmJePjwodZ6RCIRBgwYwH+WSCQYMGAA3r9/jxs3bmS5HoQQQggh+Ulev0c0R6NGjeDv789/Vt9Ptm/fXqss6unPnj0DANy+fRuPHz9Gt27d8OnTJ3z8+BEfP35EQkICGjVqhLNnz0KlUhlcr6OjI16/fo1r167pnc8Yw+7du9GyZUswxvj8P378iNDQUMTExKTrTtuzZ0+te1x9zCm3o6Mjrly5grdv3xrNkxCSO6gbLyHEbEqlEtu3b0eDBg0QHh7OTw8KCsKiRYtw8uRJhISEAADs7e0RFxdnUr729vYAYHJ6YwoVKqT1WR348/Pz0zs9KiqKn/bgwQNMmjQJp06d4m8u1WJiYrQ+e3t7w8bGRmtaiRIlAKSND1OjRo0s1IIQQgghJP/ID/eI5sjs/eTjx48BpAXYDImJiYGTk5PeeWPHjsWJEydQvXp1FCtWDCEhIejWrRuCg4MBAB8+fEB0dDTWrl2LtWvX6s3j/fv3Wp8DAgIMlkXNnHLPnz8fPXv2hJ+fH6pUqYJmzZqhR48eKFKkSIbrIYRkPwr2EULMdurUKbx79w7bt2/H9u3b083funUrfyNXqlQp3L59GykpKQbHBlFTD8587949tGnTJktlNDSei6HpjDEAaW+Gq1evHuzt7TF9+nQULVoUMpkMN2/exNixY43+CksIIYQQ8iXLD/eI5sjs/aT6fnHBggUIDAzUm9bW1tbgekuXLo1Hjx7h0KFDOHLkCHbv3o2VK1di8uTJmDZtGp9/9+7dDQbmdMcjzOipPnPL3alTJ9SpUwd79+7FsWPHsGDBAsybNw979uxB06ZNM1wXISR7UbCPEGK2rVu3wt3dHStWrEg3b8+ePdi7dy9Wr14NKysrtGzZEpcuXcLu3bvRtWtXo/nWrl0bTk5O2LZtGyZMmJDll3RkRlhYGD59+oQ9e/agbt26/HTNX6c1vX37FgkJCVpP9/37778AoNXtgxBCCCGkoMvL94j63uCbXYoWLQog7YnExo0bZyoPGxsbdO7cGZ07d0ZKSgratWuHWbNmYfz48XBzc4OdnR2USmWm87dEub28vDBo0CAMGjQI79+/R+XKlTFr1iwK9hGSB9CYfYQQsyQlJWHPnj1o0aIFOnTokO5vyJAhiIuLw4EDBwCkvanLy8sLI0eO5INgmt6/f4+ZM2cCAKytrTF27Fj8888/GDt2LP/rqKYtW7bg6tWr2VY/9c2j5rpTUlKwcuVKvelTU1OxZs0arbRr1qyBm5sbqlSpkm3lJIQQQgjJS/L6PaK1tTWAtF4c2a1KlSooWrQoFi5ciPj4+HTzP3z4YHT5T58+aX2WSCQoU6YMGGNQKBQQCoVo3749du/ejfv375udf1bLrVQq0w1t4+7uDm9vb8jl8kytmxBiWfRkHyHELAcOHEBcXBxatWqld36NGjXg5uaGrVu3onPnznBycsLevXvRrFkzBAYGonv37nwQ7ObNm9i2bRtq1qzJLz969Gg8ePAAixYtwunTp9GhQwd4enoiIiIC+/btw9WrV3Hx4sVsq1+tWrXg5OSEnj174ocffgDHcdi8ebPem0ogbcy+efPm4fnz5yhRogR27NiB27dvY+3atRCLxdlWTkIIIYSQvCSv3yNaWVmhTJky2LFjB0qUKAFnZ2eUK1cO5cqVs2xDABAIBPjll1/QtGlTlC1bFr1794aPjw/evHmD06dPw97eHgcPHjS4fEhICDw9PREcHAwPDw/8888/WL58OZo3b86/GGTu3Lk4ffo0goKC8O2336JMmTL4/Pkzbt68iRMnTuDz58/ZVu64uDj4+vqiQ4cOqFixImxtbXHixAlcu3YNixYtynS7EUIsKNfeA0wIyZdatmzJZDIZS0hIMJimV69eTCwWs48fP/LT3r59y4YPH85KlCjBZDIZs7a2ZlWqVGGzZs1iMTEx6fLYtWsXCwkJYc7OzkwkEjEvLy/WuXNnFhYWZrR84eHhDABbsGCB1vTTp08zAGznzp1a0zds2MAAsGvXrvHTLly4wGrUqMGsrKyYt7c3GzNmDDt69CgDwE6fPs2nq1evHitbtiy7fv06q1mzJpPJZKxw4cJs+fLlRstICCGEEFLQ5PV7RMYYu3jxIqtSpQqTSCQMAJsyZQpjjLEpU6Yw3a/GANjgwYO1ppl7n3nr1i3Wrl075uLiwqRSKStcuDDr1KkTO3nypNFyrlmzhtWtW5dfrmjRomz06NHp2iMyMpINHjyY+fn5MbFYzDw9PVmjRo3Y2rVrMyyb5jzN+1tTyi2Xy9no0aNZxYoVmZ2dHbOxsWEVK1ZkK1euNFovQkjO4Rgz8LgKIYQQo+rXr4+PHz/q7T5BCCGEEEIIIYTkBhqzjxBCCCGEEEIIIYSQAoKCfYQQQgghhBBCCCGEFBAU7COEEEIIIYQQQgghpICgMfsIIYQQQgghhBBCCCkg6Mk+QgghhBBCCCGEEEIKCFFuFyA3JCcnIyUlJbeLQQghhBAjJBIJZDJZbheDFBAqlQpv376FnZ0dOI7L7eIQQgghhJiFMYa4uDh4e3tDIDD+7N4XF+xLTk6Gk5MXkpOjc7sohBBCCDHCzc0dL1++oIAfsYi3b9/Cz88vt4tBCCGEEJIlr169gq+vr9E0X1ywLyUlBcnJ0Xj16hXs7e1zuziEAAB83Bdn+zrevB+RZ9efHxlrs+oKD5PzKa1KH8RIQDRu4U/cwQmUQT3UQ3dcxm7cwhHUQTdUQGMAwDv8iz2YixMnTqBatWrmVyKfOXToEPr37w9/f39s27YNhQsXNmk5uVyOadOmYcWKFVrTreGJRETAGh6oyo2DiJPqXf6qONJg3ob266lTp2LJkiXYs2cPGjVqpDXv/PnzaN68OdavX4/27dubVIfMyOnj2tj6dNvJlLIxyPHhw1ykpKRQsI9YhJ2dHQDk6j2gQqHAsWPHEBISArFYnCtlyElfUn2/pLoCVN+C7EuqK/Bl1fdLqitQMOsbGxsLPz8//p7GmC8u2Kdmb29PwT6SZ8QlT9X6bG81N1P5xCaNMzjPWJ4cl7kv0uasr6Adb7rbTJNu3WsqPA2mlXJW6afBGo3QDx6sGI5jDVIhxz35GYwZMwbLli1D91X1IJwsRhlWGCc+2qNPkz4Y5TQG1gJrAEDfiN6Zq1Qe9fTpUyxZsgQrVqxA+/btsXHjRtja2pqVx/LlyzFs2DC8efMGCQkJcHV1RfXq1REdHQ1bW1s42y0EkMyn19xmuseHsf1ebdGiRbhy5Qpmz56NNm3aaHUZbNasGdq2bYsJEyagbdu2cHR0NKsuhoSKNmp97q8qbTDtfUFSptZxSRyh9VnzuDZ2TOgyds5Rt30qS8Ip84pHiFHq4zA37wEVCgWsra1hb29fYL54GPMl1fdLqitA9S3IvqS6Al9Wfb+kugIFu76mDEdCL+gghJA8qhxXHy0xAo9xFevWrcP8+fPRvHlzDBgwANeSr0LKSTHccSQ+Kj9hSdQixKvic7vIFnX69Gm0atUKxYsXx/bt27FgwQLs3LnT7ECfWrFixVCvXj00a9YM1atXBwA4OjpCJLL8714cx2HcuHG4fv06bt26lW7+smXLkJCQgBkzZlh83YQQQgghhJAvGwX7CCEkDyuCyhBAAJVKBYlEggULFgAA/ojbAcYY/MR+GOE0Eh+UHzDv8xx8Vn7O5RJnnUqlwvjx49GwYUM8f/4cv/zyC169eoVRo0blq0H1X7x4AZFIhCJFiqSb5+Pjg6+++goPHjzIhZIRQgghhBBCCjIK9hFCSB70jj3B3+ws/sJyqKBCjRo1AAAlS5bEyZMnEaWKwovU5wAAf7E/xjmPh5ylYPKnSahduzZ+/vnnXCx95jHG0LNnT8ydOxcLFy7EnTt30KdPH1hZpe/unNcdOnQI9erVM9hN19HRES9evABjLGcLRgghhBBCCCnQvtgx+0j+Zmz8Oc3xtDI79l1mmTKWV35mTv0KeltkJ8YY9mAO5EgAwKEFhmq9gKNOnTpwFjhjTcxqDHMcAQ+RBzxFXpjgPBHnks7i8bXHGHZhGBQzUjHyQ/56Mcq+ffuwZcsWbN26Fd26dcu1cuiOTZcZ9vb2ePjwIRhjep9I7NKlC9avX4+LFy8iODg4U+vQHKevnEo7IFrGPVHr89/vrU3KUzcfLTrjT2qeY80Zw9PYOJaEEEIIIYSQrKEn+wghJI/hOA4NkfaSjQAEohi037QrFosxxnkcOHBYH/sLVEwFAHAUOqKlbSsMdPgOQghxNflqjpc9qxYsWICGDRvmaqDPUvr164d79+7hwIEDeuc3atQIRYsWxerVq3O4ZIQQQgghhJCCjIJ9hBCSB5XmaqM5fsBz3MF6DMX06dPx4cMHfr4AAvS0742niqdYF7MWcibn51kLrBEoDcSfCYdx5syZ3Ch+pr17947vspzfffXVV2jatCmGDh2KhISEdPMFAgEGDhyIP/74Ax8/ftSa9+nTJzx8+BAvX77E2bNnsXjxYqSmpuZU0QkhhBBCCCH5GHXjJdlKt+uWpbp2mtNdTFN2dB3T7O5nTn01u9+lY+TN4Ka2oTntYIkui186S3QZ1+12WQaBqKSYhLDE05g9dTamTJmCkuJScBG64GLyBXS07YTvHAZhfeyvmPt5NoY6DoOj0AkA0N2+B1ZHr0SjBg3R368JWnkEQSIQo+Hl8VkuZ3ZSKpVZejuupbruGztXmNp1leM4LFu2DGXLlsXMmTMxZ86cdGl69uyJ0aNH48iRI+jevTsUCgWaN2+O48ePp0s7a9YsJMW1hUhYjJ/2rSrA1CppMdpV15zlNNrJ2DnNWDnXScP1TmcsGZDrnUUIIYQQQggxgp7sI4SQPMxf7I9eDr0xzWUGpJwUjxQPcTH5AgBgT/xuVJJWxniniYhWRuNwwiF+OVuBLYY5jUAr9yCsfvkXut1egEtRD3OrGiaTSCRISkrK7WJYTNGiRTF+/HgsWrQIf//9d7r51tZp4+gJhUIAwOfPn/UG+tTzkhTroWLpnxIkhBBCCCGEEDUK9hFCSD7gKnRFJUklFBIW5qcpocRzRTh8xb6oZRWMa8nXkMr+6+op4kQY4t8SGyoMR3xqEv6Of5kbRTeLt7c3nj17ltvFsKixY8fC398f3333Xbo378bHxwMAbG1tAQAeHh745ptv0LJlS4wcORJr1qzB+fPnMXv2bAAAB2twMO1FG4QQQgghhJAvEwX7CCEknwi1aYr3ykjYcXYAAEeBExZEzUe8Kh41ZDURz+Lxd8oDPUsyKJgSFez8kZycnLOFNlPr1q2xb98+PH36NLeLYjEymQwrV67E2bNnMWfOHCiVSn5eRERaF3p3d3d+2m+//YYDBw5g4cKF6N+/P4KDgyGVSgEAAoGv3jf7EkIIIYQQQogajdlHskx3jCzNsa5qwtNoWk2ZHc8vp8foM2cdxsawMjpmlkae5oynZ+p4Zbp5WmosRZLG2D6R2bHSAMBP7IfprjPxUvECDkJHOAgcMObjKHguc8fQzt9jb8XduON0Gy2T3CDg/vstRwUGDhwuRP2NkrVnwUYohZAT5snx+/z9/aFUKpGYmJhx4v/T3O91216zve8LLNM9WHMdpo7T2bhxY4iFdTFx4kRM/nEDrMR9wHEcUlIvAhCgWLFiepdTr4MxOSTCemijrA9fuf7x73THfDQ2/+/3hp8ONJaP7nJZ2Z8JIYSQvMR/3GGD86RChvnVgXJTj0Ku1P+j2/O5zbOraIQQYjZ6so8QQvIRZ6EzAmWVECAOgLPQGW5CN1y5cgUAsHjxYpw5cwYHIq9oLVPYyh2DCjfHsY+30O3WfKx7eRSfU+Jyo/gZWrp0KerUqYPy5cvndlEsTiZuCpm4M5SqJ1CqnoCxVCiUVyASlIWLi4veZW7evAkViwbHSSEVN4EvVzqHS00IIYQQQgjJb+jJPkIIyeckEgkAoFGjRhgwYADW/7IRdZ3LwVlix6dp51kLDVwqYE/EReyPvISzn++jwaeRBoNMueH69es4f/489uzZk9tFyTYiQXlw3AkkKdYDEAJQQSpuqzftwoULMXr0aAAS2EhHQsDZ52RRCSHEJPQ0FCGEEJL3ULCPZJk5XWUz2+XVKLHhWbrdVTPbrdfUrrTGuhDqymyXQlO76hpD3XZNkx3dzo3JTNdKOZPj7E9nsWbDOog4EUqrykLACbD93VkMKqz9BcpJbIu+fiFo4V4NA++vQNOiNTGrZE8I/9/lN7e79e7evRseHh5o1aqV0XS62+VbA91adWW2y6mxY9Wc/UCdNj5+KNydv4eKvYdQUBJCgXu68x9jDOdU8+CCsojBE1SQP0FNrn26PI11uQ3wN3beyty5UHd9xvZZQgghhBBCSO6gbryEEJKPVZFWweXky5j4cTxuJ9+CrcAWFe0C8DTxHZKUKXqX8ZA6YWKxzrge8wTzn+5CsoF0Oe3s2bOoV68ehEJhbhclW9na2kIkLAmJqA6EAne9aZLwAcn4CBnnilIIxl2cgFLjTcuEEEIIIYQQYggF+wghJB/72v4bTHWZDm+RD5bHLMOvMetgK7LC7dhnaHF9KpY9PwDGWLrlqjoUx4SinXAu6gG+/3s13iR/yoXS/0ehUODatWuoXbt2rpYjr7CCG4pzHfCGnUU8PiEBUYhEwXlDMSGEEEIIIST7UDdeQgjJ53xEPvjBcSguJl/A9rhtEKdy+K5QMySrUrDh9Qk4i+3wtU+DdMs1dK0If2sPTP13K767vwIOB+pm2IU2u8TExEChUMDPzy9X1p/XcByHAK455KpYPGfHAABK0JN9hOQHeX0MO2PlMwWNsUcIIYTkfRTsI5miOWZWTZg+Tp05NMeGMjoulBnj8GmOvWfO+Hqa6zA2DqBuHibXwUg5LaUgjtOnuR8aq58lxjnMSp6WOiaM4TgOwVa1UUpSGqsTFmLzm1OYXqI7evo0wvrXx+Fn5Ya6zuXSLVfE2hMryw3G/Ge70LZ1G0wt/jWCncvk+Ph9sbGxAAA7O7sMUmZ+7E1dxsa702Lk2NUda+9oai+DaY3tM5r7iGa5PigbYfzHtGBfg7KfUNL2mdZy4c8z1xa64/llNp/MyuyYpST/WLFiBRYsWICIiAhUrFgRy5YtQ/Xq1fWmrV+/Ps6cOZNuerNmzXD4cFpgqlevXti0aZPW/NDQUBw5csTyhSeEEEIIyeeoGy8hhBQgLkIXLC0zACVsfDH24UaEuFVGHaeymPd0J6IU8XqXsRXJMKV4NwQ7lcGspzvwd9zLHC71f8E+e/uC98bZ+Ph43L59GyoWA2bmuHtuQjesKDsIv5YfipK2vtlUQkIsa8eOHRgxYgSmTJmCmzdvomLFiggNDcX79+/1pt+zZw/evXvH/92/fx9CoRAdO3bUStekSROtdNu2bcuJ6hBCCCGE5Dv0ZB8hhBQwtiIZppfojq635mHXu/NQQoUUVSqUTGVwGSEnwIRinTD64XpM/Pc3hPw7HCVKlMixMheUYB9jDNeuXcOBAwfw9OlThIeH49atW0hJ0XwJihBpv7UJIRQUhlhYCQrmAzEn0ZtnKQrykXxm8eLF+Pbbb9G7d28AwOrVq3H48GGsX78e48alfwrb2dlZ6/P27dthbW2dLtgnlUrh6ZmzT6ESQgjJWF4fHiCvD69ASHagYF8BZKyrmG73N1O7i+oup9l1Nzu67WY0T7NLrDnrLycPyNT6NbvxGctDl7Guu5rlNtalrSB2v80O2dFV1xhzupIa276m7r+6+1JGXVCthBI0da+KP96dg5gTYkKxznCVGA+kSQRizCjxDYY+WIP6FWpidbnBsBWllS+7u/VGRkYCAFxcXLJ1PZo029Sc849mF1j1rZ+SKXH60z34SX7Em9TXsBPYI0WlhBwJcIEvfFAKHDh4oAhSkYJWSysiISEBBw8exOXL27GO24fG1l+hlU1rBPhrP/3kXfht1iubAc06GevSa85wBNRV98uUkpKCGzduYPz4/84ZAoEAjRs3xqVLl0zK49dff0WXLl1gY2OjNT0sLAzu7u5wcnJCw4YNMXPmTKPnDLlcDrlczn9W/6igUCigUCjMqZZZpML0L0Xi5wmY1v/1yc6yAcbLZwrd8uX1+uYUdT0KSn0yUhDrS/tymsxsW0ufVyyNtm2agnjcGlMQ62tOXTim7zWNBVhsbCwcHBwQExOT758gMSQngn2aciLYp8ucL5yWWH92rE+T7pdize1CwT7DcjrAp8lS48Zl9vgxtr+qAzdxqUk49uEmytv7o4SNj8l5R8ij8O3dn1HXpRxGF2kPIPuDfRMmTMCmTZvw5s2bDNPqjpNniXOQOecf3fHuAGDa499x9vN9lJdUQEPrhnid+hp74/eCgwBK/HdR7oEFcOX8sEjVmZ/25MkTfF/xBxxNPIKK0orwdZAgUh6NKEUc6rtUwNCgohAJ9I+68faFtxm1NE1OB/sMXYcYS0a8fFqBvl4XRG/fvoWPjw8uXryImjVr8tPHjBmDM2fO4MqVK0aXv3r1KoKCgnDlyhWtMf7UT/sFBATg6dOnmDBhAmxtbXHp0iUIhUK9eU2dOhXTpk1LN/3333+HtXX2XtcJIYQQQiwtMTER3bp1M+n+mJ7sIyQDCqbAn2wZIvAUnTEVNpxjbheJEINeKV5h+5O9sBNZo6l7FbT3CjZrecYYbsc+g6/MBUc+3EBzt2ooY1com0r7H4FAALlcjtTUVIhEeePSxBjDyaQTeJLyGOWlFVBLFgyO0+7ekapSYmfEeZz9fB8dPWsjIkaAQwmH8FTxBFXQHLXRFW/wCLswA0KIcQOHYc9csWFDIgoXLozAwEAUK1YMHew6opC4MHbH7UR8vATuUkf4Wblh/atjOBZlD39bRxRzcMagMtVgI9bf3deQRKUcm9+cQqQ8CtUdSiLUrXK6ehCSV/z6668oX758upd5dOnShf93+fLlUaFCBRQtWhRhYWFo1KiR3rzGjx+PESNG8J9jY2Ph5+eHkJCQbA0gl5t61OA8qYBhRlUVfrwugFyl/zi8PzU0u4oGwHj5TKFbvrxe35yiUChw/PhxfPXVVxCLxbldnGxXEOtL+3KazGxbS59XLI22bZqCeNwaUxD3ZXUvBVPkjW9UhJjoc+pnPFI8hAMa59g6X6e+xkNcAACcxzaE4rscWzch5ohRxmBu1GwomAJFrT1x9MMNrK8wDG5SB5PzOPrxJhY82w31rc6Jj7dzJNjXqlUrzJo1C2FhYWjcOOeOb2M4jkMtWTCuJF3Ghtj1EEOM6lZB/PzPijh0vDmH/3z6010olUJ4irwwzHEEVNGVIOREKISy6Mpm4ib+xCe8QjhuoU+fXQAAR0dHzJ49G0lKOarLqqO6rLrWk4O+UldsfnsKr+JjcC7iBR7HfMLauq3Mqsf0x7/jRswTAMCZz/cBDmjiViUrTUOIQa6urhAKhXzXfLXIyMgMx9tLSEjA9u3bMX369AzXU6RIEbi6uuLJkycGg31SqRRSqTTddLFYnK1fcgyN+aSVRsUZTJfdX8BMKZ8xuuXL6/XNadm9f+U1Bam+tC9rM2fbWvq8Ymm0bbUVpOPWFAVpXzYnfwr25QJLdD3U7dppatfddN3dTOyKaE43OXO6w5nrWepT/Br7C762k6OBdQO9aUztZmZqOQPEAWiH8biHU6iEpgDSnvi5gO14iAsoh4aowbUzrQLEoox1cc7NLr7m0OzqmNXuqG9S30DO0sanepz4Fk4CJ/wd/xL1pOVNzuNq9CMIwEGFtBEejn68iQ5etbNULlNUq1YNgYGBGD16NK5du5bu6T7N7ak5Zqg5jHUrVUZK8AEvoEAyRJCilIsKiapEvFd+QN8itbHljQIRstsI8C+stZy7xAHvU2JgL7JGcRtvDCrcAt6ytJcN7Ht4DRwnRWlpaZSBNxqhH7+cginwUfkRBxMOYNCgQQCAkjY+KGfnD0V4KsQCEfr7NcEHRQw4AI5SGaLkyTgX8RLxKXLYStIHMPR1v1UxFWISBRBAiFSkQgAOV6MfmRXsM/Wcaqx9TR0yguR/EokEVapUwcmTJ9GmTRsAgEqlwsmTJzFkyBCjy+7cuRNyuRzdu3fPcD2vX7/Gp0+f4OXlZYliE0IIIYQUKBYP9s2ZMwd79uzBw4cPYWVlhVq1amHevHkoWbIknyY5ORkjR47E9u3bIZfLERoaipUrV8LDw4NPc+DAAYwaNQocx2HRokVo0aIFAOD58+cICAiAm5sbnj59Cjs7O36ZwMBAtGnTBlOnTrV0tYiFjP4wEtGqaDAwcOAQat0EHew6Zrzg/7kIXQEAW+M2A4DBgJ+l+XMV4Y+KWtOe4gZi8REX8QccmAds4AgxpHCHP4QcxdFJznMVusKOs0MciwMAuAnd4CF1MisPzfQcABuhFKtf/onuWGDJoqbDcRzWrVuHoKAgrF+/Hv3798/W9TGmwmc8xEd2B9HsKU7ipdbYevikkTgWGO7fBkWstYNpzmI7bKs0FiqmAgcuXddYe6EDdsbtwFX5FZxLOgsAmOj8IwLEARBzYniJvNDfYQC62HXFe7sLuBLzCBej/oGVUIJniREoY+sHH5kLCtk64F1CHFylVvgsT0bnk7swtHwQHCVW8FR5QCTQP14ZAAg4AT4o38OOs4OvrQNeJn2Ap9TZYHpCLGHEiBHo2bMnqlatiurVq2Pp0qVISEjg387bo0cP+Pj4YM6cOVrL/frrr2jTpk26l27Ex8dj2rRpaN++PTw9PfH06VOMGTMGxYoVQ2howehaRQghhBBiSRaPSJw5cwaDBw9GtWrVkJqaigkTJiAkJAR///03/1a14cOH4/Dhw9i5cyccHBwwZMgQtGvXDhcupHWVlMvlGDx4MDZs2ADGGPr06YOQkBBIJP+NUxQXF4eFCxfqHXiZ5F2DHIdgVfQKRKmiUFZSFi1sWpq1fIA4AB1tO2Fv/B7siNuGYuKi8BNnfxdDXRzH4Sv2Lc5gC97jOZ7hBh7hIgCgJGoigFVGUVSBlKMBwEnOcRe5o6d9b6yOWQkAqCStjFK2vmbl8Y1PAySkJuNl8gfYCmVQMhViUhOyo7jpVK1aFXXr1sXhw4ezNdj3UnUKL9gRJOEDZHCGI1cclVgwPFEcVrBDKuTwdYqBlJPBTeSGBXFT8E/CK7TwqK43PwGn/+UZAeIABEorYU/8boggQlvbdggQp3+bt73AHhXdKuErt0r8tOF/r8Wudxcws8Q3+Ch4gVSVCp7WtphcORAr/7mGoRePpC0rOoqvXCvhu0LNDNZXfd59EPcCVR1KoLt3zvxIQr5cnTt3xocPHzB58mREREQgMDAQR44c4X/UffnyJQQ6L5159OgRzp8/j2PHjqXLTygU4u7du9i0aROio6Ph7e2NkJAQzJgxQ283XUIIIYR8GfzHHTY4TypkmF89bRw+Q91zn89tnl1Fy3UWD/YdOXJE6/PGjRvh7u6OGzduoG7duoiJicGvv/6K33//HQ0bNgQAbNiwAaVLl8bly5dRo0YNyOVyCIVCBAYGphVSJIJcLtcK9n3//fdYvHgxBg8eDHd3d0tXI8tM7UJo7I2exro9mfPGXWM0uw2a+ubErGhY3AoNMQpKpsJLM94iqTmG1UAE4qvwEAD6v2Rrds/V7X5myTfuenMl0RUzcF+QhDj2Gt6MQxR7jEe4hEe4BAAYxn43GAjQbG/q4mZ52d3F15xtZqk392rS3F819+tAWSBWSdeAgf1/3zNv37IWyjCiSFsomQp3Yp9h9MP1+L6weUH5rGjYsCEWLVoEpVJp8A2busw5llJV4UhSboZIUAHnzuxBcHD6l25oev/+PUZ6jIFbkg8OfywCwLQ3Iav/PQAV8S0rDzD8P7iRNl+3y63u569EHfFT1BKMvPc7ykjLop6gKqpy1fD9xaEYpFQiIiICERERaFe1F3ZHXMDzCCdYwQ7FUR1OnJdWOQPEAZjvthAqpoKAEyDydfpyZ/aN49R1lxgyZMgQg912w8LC0k0rWbIkGGN601tZWeHo0awNmE0IIYQQ8iXJ9r6GMTExAABn57RuQzdu3IBCodAagL1UqVIoVKgQLl26hBo1asDe3h69e/eGl5cXOI7DzJkztbrrAkDXrl1x/PhxTJ8+HcuXL8/uahALExoIgJnKUAAtt9hxvijH9UMqS8Yt1VJE4REAIAFRsINLBksTYlkcx4FD1gaXTVGlYl/kZQBAKVs/SxTLJKGhoZg8eTIWL16M0aNHWzz/VOU9cJwzZOLOqF3b+FiEcXFxaNasGQQQoEIWXgok4AQwd3OUlpTGaKex2B2/E5eTLiNGFY19Cfvgv7cQ2rZtCx8fH/j4+KASmiIen/EE15CEWFzADlRgjVAD7QFov7U3r503CSGEEGIaY08vmaIgP71ECNEvW4N9KpUKw4YNQ3BwMMqVKwcAiIiIgEQigaOjo1ZaDw8PRET89xTAlClTMGzYMAgEgnSBPiDty+zcuXPRsmVLDB8+HEWLFs3OqhBiEhEnQyXBcETjMeJUr7ANP6Isq4dKaAJrzvQ3ohKS22JTE3Eh6m9UtAuAn8w1x9ZbvXp1TJw4EWPGjIG3tze+/vpri+bPWBwEnDM4EwJf/fv3x7///ot2mAAHLuefIC8qKYoxzmlPqJ5NPIPf4jZh27ZtaNu27X9puCooirSXbaSyFNzCUZzDVjzCZVRhSyjARwghhBBCyBcoW4N9gwcPxv3793H+/PlMLe/gYDw4Ehoaitq1a+PHH3/E77//nql1EGJpIk4KV5TDU+xDPD7jBv7EDfyJpmwwinP6x/wiJK/xkDqijlNZPE58a7Sba3aYMWMGXr9+jd69e6NQoUKoU6eOxfJW/T/Yl5E3b97gjz/+wLJly/B0SO4+nXss4Rj+iN8OAPj06ROCg4MRHR0NW1tbRDEOUtggGfFIQgw+Iq2PrieKQMAJoGIq7EvYi3ep72DD2cBF6AJfkR+chE44l3QWcao4SDkJVMwT5dEQ9pxbblaVEEIIIYQQYgHZFuwbMmQIDh06hLNnz8LX978B4j09PZGSkoLo6Gitp/siIyPh6Wn+uFZz585FzZo1s6W7ly5LjPNljuwY58sYzfH7sovuuFTZsZyxsaeMzTN1zELdcaj0jQ334sUL+Pv3hlhYC1JRYyQr9uCg6mdYi4dAKPAwuBzJGZptb85xndlxAI2NXWaJ49zY2JS6x47mmHIZ6esXikH3V2D+011ozqbkWNCP4zjs3l4cylR3NKjfG9aSflrzTTkG9fn8+TN8fKZh+vTBGV4zivj3g0rFMGbEOwiksVrzan78r03TnzcNb0/d8fw0Hb5axOBy5/ACNvCBGNY4G/YOgBU4zhFACuyQiFS8hxg2EHNO8ENZ2HGF4IxS+Pu9Ne6wYziJtK4/VrADA0My4gEANjY2qF23NhITE3Hp3FFcwT44smKw5jxQlutj9vY2tp+buo1y+jpLCCGEEEJIQWTxYB9jDN9//z327t2LsLAwBARov3mwSpUqEIvFOHnyJNq3bw8g7Q1sL1++RM2aNc1eX/Xq1dGuXTuMG0eBE5J3eHh4wN3dHVGfVACEEHDuAO4jVXkXQsFXuV08QkziZ+WKsUU7YsrjLRg5ciRmzpwJa+ucecM0xwkhEQUjWfEHlKpIPkieFStXroRSqUSPHj0yTCvk3AEwKJUPIRBVyfK6s6K84L83E+sG1KoaCS6CAU7wgiM8EYsPADh8h7WIRxQ6HS+OBg0a8C9BaSRcg3fsAj6ye3jLzoNBCSGToRDXGLac6S9TIoQQQgghhOQ+iw/mM3jwYGzZsgW///477Ozs+DcGJiWlPTXl4OCAvn37YsSIETh9+jRu3LiB3r17o2bNmqhRo0am1jlr1iycOnUKjx49smRVCMk0mUyG6tWrQ6G8jHj5XKQowyAW1oREZPyFAITkNbWdy2BAoaZYvnw5ihUrhlWrVkGhUOTIukWCcuA4FyQrtoOxlEzn8/79e3Tp0gU//vgjBgwYAA+PjAOHDEoAgECQcy8nyQ6FuPLowy1FHXRDChKRiBjYcc5o3Lix1tuORZwUfoKGqCQcCm+uNmLZS7xmp/FItQ2R7LrBt6QSQgghhBBC8h6LP9m3atUqAED9+vW1pm/YsAG9evUCACxZsgQCgQDt27eHXC5HaGgoVq5cmel1lihRAn369MHatWtNXsbHfTE4TpbpderKji635nSrNbULqrF0lurGa4musgDQydXwl0tj6zB1fZbocmZMixYtcOzYMdSpUwu//PIL/P39s5wnMcxY9z9LdZnO7i6Guvurqcdkuv1c4/jQ7NILaHfrNbVLbyevOqjjVBab3pzE4EGDMWP4JIwp0h4V7NOe3G54ebxJ+ZhDvc3u32+LGjVqwNdvG5o1a4b69eujTp066V7ypEkul+P69es4e/Ysfpz0C5SqF+AgxZYtW9CtWzeT1t+2gwoPHlTAnTuLzdrufxtpe2M005p6fgOAo6m9+H+ry6lUvQLAcFHkBo5L24dUKk+IUmyxGVNRlRuTQT4R4BiDULEJn1Uv8Em1AiJBechE7YxeN2loAkIIIYQQQvKGbOnGmxGZTIYVK1ZgxYoVZufv7++vdx1r1qzBmjVrzM6PkOwyYMAAdOjQAfb29hCLxbldHEKyxEvmjHFFO6KzVx38/PwAJjzahEWl+6GkrW/GC2dBuXLlcOTIEaxduxZ//PEHFi9eDIFAgBkzZmDChAlQKBQICwvDmTNn8OzZMzx9+hR3795FcnIybG1tAfhCKmoGkbCiSW/27dWrF44cOYLIyEhMmzYtW+uWkQ/sBa5iH94q30ICW1hzHkhJlUEoKAmhQP/bgVUsAYkpqwGoAAAcbMBxThBwDrCFK6LxBB/ZHa1lPn36hF27dqFNmzaIj49HSup5cJw1RIJiEAirQ8ViIU/dD3mqI2TiZgAAhfI2UlLP8nlwnD2+//4NevXqhSpVMt/tWTNgGBsbCweH3N0GhBBCCCGE5EfZ+jZeQr50Li65+xZPQiwtwNoTs0v2wuiHv2L4P+tQ3aEEXv/mg+bNm2fb/l67dm3Url0bjDGEh4dj3bp1mDhxIk6fPo3r168jOjoanp6eKFmyJMqWLYsuXbqgTp06CAwMhLPdQrPWtWnTJv7f7dq1s3RVzHIMaxCJZ/DmakPBEhDF/oU8NRLAnxAKSkImbptuGRV7D0AFAecGAeeDVNVtMJYAFXuN6P+nicNr7Nu3D40aNcKrV68QFBSE+Ph4zJ8/H1FRUZCnRgNgSLtFSAUgBAdbSIRB/HrkiiMAJ4BIUBIAg4pFY/ny5Vi7di2eP38OLy+v7G0cQgghhBBCiEEU7COEEGIWK6EEc0v2woHIK7gY9Q969uwJoVCIokWLwtfXFz/88ANat25t8fVyHIciRYpgzpw5cHFxwa5du/D999+jXbt2qFixokXeFjxp0iTMnDkTv//+O8qWLWuBUmdeIZRHJJ4hnr1FgKApHFEclwXHkJJ6BkrVIyQrdgKYo7WMkPOHTNQB8tQjSGW3wXGuEHAuYCwaVkwEK7jiI7uLtm3bokmTJlAoFPD09MTs2bPx22+/oVSpUli1TAoOEgBiqNgrKJQ3IBbWgEDwXzCX42ygYp+RqnwAQAkgre0LFSr0/ycqCSGEEEIIIbmFgn0ZyI6x+LKD5the5oyLl1ma6zA2rlhmx8wDgHLvAwzOy2wdNddJ40vlf6aOpZbdY+1lJLPnEVP383THkub6dMZ/U48Np2KqTJVJzVooRRfvuujmUx+3nspwV34H716/w/Pw52h/qj062nVCfasGGBD5bZbWY8ioUaMwatSoDNOZepyHijYCAK4of4cLyqJr164G89Dan3S2reb5MP3Ye4b3A8206u3uhDaozsriOtuIO6q0YS9EAhFKlCyKiIgIfP11qFYemuWMi4vD06dPDQZBZ8yYgalTp0KlUuHQoUNo3rw5OnbsCABYsEA7rb7jRypqjFTVU0z88StIpVIwxiASidCzZ0/Y2dkZrCchhBBCCCEk+1GwjxBCvjBvFW+xImYZiqW4YFzRjrAWSc1a/o9357D+1TEAQB+/EFQTdkRd63oAACVTYnvc79gRtx1hiWEo9JcvmjZtavE6ZBcVlOAs/6J6w+tjKgg4w+tz5IrDRvI9VKrPULJw3Pt7DooVK5ZhvnZ2dggMDDQ4f9SoUUhISEBycjKaN29udrlFwtIQCUtjyhT60YQQQgghhJC8Jue+0RBCCMkTvMXe6GbXHddjH2Nv5CWzln0Y/wprXv4FBVNCwZRY8/IvPFeE8/OFnBBf23+DH52nwF5gj2bNmqFq1ar49ddfkZho+ttpc0sKYiDjcm6sTWOBPq10AmeIhVVMCvSZwsrKCnPnzsXSpUstkh8hhBBCCCEk7/hin+yrrvCAiDPc/VQfY91V8zJj3WVN7V6Y2W6zum1mTj7rpP8FEIyVM6PuwKTgyO3uuJryUhd/Y2VJd8z9v7soh2r4zuF7XPp4EeH/Xz7AP+NjKVIerfXZU+KED6kf4S/W7nZfSFwIo53G4PD7f3HnxjH06/ctBvf7AaVRF4VRHu7why2ctbqYLlJ1znD9AHCqhvY4dQ0vjzdpOWPU56qzSIUHMz7mnGZ32XT7pLH9Il233v9obqe8fE7L7uEPNNuTseRsXRchhBBCCCEF1Rcb7COEkC9dOWk5+Ih8zFqmjG0hWAukSFYpIBYI4SC2RlFJUb1pOY5DEa4SiqASYth73MVJPEAYbuMIAMAWzqjKWqA8GkHMmdeVmDFmkRdyaIpib5GMeHihuEXzJYQQQgghhJCcRME+Qgj5gjkJncxK7yZ1wNKy/XE1+l908AyGWCBC+HPnDJdz4NxRB11Rm3VBHD7hA57jMa7iDLbgKvajCmuO58+D4O/vbzCP8PBw7N27F2efH0CqSgkvmRPaeQabVX6DebNb+Asr4AB3+KOCRfIkhBBCCCGEkNxAwT5CCCFmKWrthaLWXplaluM42MMV9nBFUVRFDdYe17AfF7ADAQG/w9/fHyEhIfjmm28QHJwWyLtz5w7mz5+PHTt2QCqVwgN2SGUqHP5wDVvehOHrfi8xZ84cuLm5ZapMSUlJOIa1SEY8aqIDovAOU6ZMgVAoRMmSJVGhQgVwHIcHDx5gxowZiIqKQvXq1QEA8cknIBT4QyQoCpGQgoSEEEIIIYSQ3PfFBvtKq2SQ6hmzL7Nj01mKqevP7fEDtcaUyuTYZeaM/WSpsdqye7wpQrKL7jhu2TFmYPjzzOX5t4lj0QHa5660efbwwjdwZe0wdI8vTp8+jX379mHt2rWQwQVKpECBONjDFfXRE2WT6qOihxIA8NbmLW4m38D29duxff129LDviZXRK8wuf3JyMqQCARJUwGlsBADYLrZFfHx8urSBgYFo27Ytrl+/Do7jIBKWglL1Asmpd8ClnsQ5SSeIBGnjF+puo8xeX76k85ZmXWNjY+HgMC0XS0MIIYQQQkj+9MUG+wghhOQdYs4GrVu3RuvWrbF48WIEiScgkl2DGLZw4AJQV1UNQk59yUp7q6+3yBvett6oZ10PW2K3YHXMKlT5tTL69u1r1rqdnJwww3UmbiRfh73AAZ+Vn7H2w2ooFAokJSXh/v37EIlE8PX1RUCA9otI1D9EqFSfkKzYjaSUXyASVIRU1BBA3nmJCyGEEEIIIeTLQcE+QggheYpAIIAzVwrOXCl+2n+BvvTsBPYY4DAQ2+K2ol+/foiPj8fQoUPNWqeUk6KW1X/j/0mlUkilUtja2qJBgwYmlNkFVpK+UCgvISX1AhJSViJRMAXWnIdZ5SCEEEIIIYSQrPpig32l3JJgJUj7t2YXNN3usZrdrox1RzOHZj66XfNMptM9zFhZTO3uZ6yLmW45c7pb2ZfUjY1os1QXbksz1q0208e1EdnRbddY99uMaJ0vdM4dxup/1ALHsm65y7gnQsAJ0M2uO6ScDMOGDUPYxDNobtMC/SL7mJRn34jemSqL7rnJ3mouhIJCSExZhWuCy5CIgvh5md2GmsdAbpwL6fxLCCGEEEJI/vLFBvsIIYQULBzHob1tB8g4GfYl7EWsKhY9Fd9ALBbnaDkYS+tmLBIUzdH1EkJIQeA/7nCWln8+t7mFSkIIIYTkX4LcLgAhhBBiKRzHoYVtS3xt9w3OJIWhfv36+Pfff3O4DM4AACV7l6PrJYQQQgghhBCAnuwjhBBSADWwboBCIj9sebUZpUqVQv369eHl5QUbGxs0aNAALVu2hK2tbbasOyX1FDjYQCgIyDgxIYQQQgghhFgYBfuQNt6TmjljWGmOWWVszDzdsfCMjWelOTZSToxVplkW3fGksmPcMfLl0N1/TR33K6+O0ZeRvDpOX2bHFtVlzpieptLd1pYel7CopBjWevbDKfFdnL11Hw+uP0ecMgnr1q2DtUCK7wo3RyX7InCV2EMsMHw5bHh5vMnrZCwVqaq/IRE1goDTDiYaO98SQgghhBBCiKVQsI8QQkiBJRGI0cStCpq4VeGnRcijsP7VcSwK3wMAkAnEaO5eHc3cqqKwlTuiUxOwOHwvilt7o7N3XbPWp2LvASggEvhbsBaEEEIIIYQQYjoas48QQsgXxVPqhPFFO2JTxRGYV7I32nsG48iHG+h77yeEXP0RXW/Nw8Wof7DpzUn8+uqYWXmrX87BwSY7ik5IvrFixQr4+/tDJpMhKCgIV69eNZh248aN4DhO608mk2mlYYxh8uTJ8PLygpWVFRo3bozHjx9ndzUIIYQQQvIlerIPxrvuanaBM9aNzVJd3DS7tRnr5pXZrnnGynI0tVem8iT5jzldZY3th5ndt03t0ptdZTE1T3Pk9vozw9h5S/ccY/ScY0YdQkUb+X9/q8reMe0+p37Gy0/34CF1QilbX615HMfBV+YKX5krqjoWx9c+DXAv7jneJn+CQqXE72/DEJ2agItR/5i1zkrKAFwEUDpVCGfO8NAINEwCKch27NiBESNGYPXq1QgKCsLSpUsRGhqKR48ewd3dXe8y9vb2ePToEf+Z4zit+fPnz8fPP/+MTZs2ISAgAD/++CNCQ0Px999/pwsMEkIIIYR86ejJPkIIIQXOK8UrLIlejOlPtmHwg5X44905o+mlAjGqOhRHK48aaO8VjHmlegMAEpTJZj09JIUTACCFxWW+8Dng4sWL2L59O96+fZvbRSEF0OLFi/Htt9+id+/eKFOmDFavXg1ra2usX7/e4DIcx8HT05P/8/Dw4OcxxrB06VJMmjQJrVu3RoUKFfDbb7/h7du32LdvXw7UiBBCCCEkf6En+wghhBQ4xxKPQIlU/vP6V8fQwTMYAs6037iKWHvCQ+IIAcehSpUqWL9+PTp06JDhcq9ZGABAwtlnqtw5YcuWLejZsydUKhUcHBxw4sQJVK1aFQDw8uVL3Lt3D82bN8/lUpL8KiUlBTdu3MD48f+92EYgEKBx48a4dOmSweXi4+NRuHBhqFQqVK5cGbNnz0bZsmUBAOHh4YiIiEDjxo359A4ODggKCsKlS5fQpUsXvXnK5XLI5XL+c2xsLABAoVBAoVBkqZ7GSIXM8DwB0/q/PtlZNsB4+UyhWz5L19fS5bOkclOPGpwnFTDMqApUmX4EchWnN839qaHZVbQcp27n7N5fc1JePnZz8rjIzLbNy8ctkLe3bU6i4za9/HQNMjd/jjGWtdrkM7GxsXBwcMAytxWwEqR1SzP1DbzGurwZkx3d+8x5+6+pZcls10qS/+RGN15NxvY1Y2Wjbrzmy+y5wpyhAjJ7brTUm4I136iu9mvMOjxMeYgoVRQAQMwJ8We1aSYH+1RMhWbXpsBRZItqXwXj2LFjuHnzJsqXL290OWeuNISQoLJweLp5lui6m5XztFwux5IlSzBx4kT07NkTM2bMQMmSJdG8eXPs2LEDd+7cQWhoKCIjI3Hnzh1UqFAhy+XNCvX1OiYmBvb2eTd4SrS9ffsWPj4+uHjxImrWrMlPHzNmDM6cOYMrV66kW+bSpUt4/PgxKlSogJiYGCxcuBBnz57FgwcP4Ovri4sXLyI4OBhv376Fl5cXv1ynTp3AcRx27NihtyxTp07FtGnT0k3//fffYW1t2r0fIYQQQkhekZiYiG7dupl0f0xP9kH/F0W9dIKCmQ2qWeLLvTlfrjXLQgG9L5epAT5z9s/MBt/MCTZaoiyZpRuMMnbcaa4/u4//vCazQTtj515Tf4QxJMS6CR7KH/Kf+/iFmBzoAwABJ0AfvxCsefkX7h+9Dxe4oH5gfQx1GgYf0X/j//WN6K21nAQpcIYbyqms0u0vpm57c44dzXO6sXlhYWHo378/nj17hpEjR2LOnDlYtWoVEhIS8P333wMAli1bhpSUFBQpUgRTpkzB3r17TSovIVlVs2ZNrcBgrVq1ULp0aaxZswYzZszIdL7jx4/HiBEj+M+xsbHw8/NDSEhItgaQM376S4Ufrwty7ekvY+UzhW75LF1fS5fPkvL6ts1JCoUCx48fx1dffQWxWJzbxbGIvLx9c/K4yMy2zcvHLZC3t21OouM2vfx0DQL+66VgCgr2EUIIKXD8xH4Y5zwBiU434a7nBR2m6ORVBxXsAvDgtQDOAmdsituAuZ/nYJDjEJSWlE6X/unTp/iE1/BBKUtUIdNULB6pyjv4/fff4e3tja1bt+KXX35BnTp1sG/fPkRERMDFxQUxMTFwd3dHcHAwIiIioFQqERUVhQkTJmD06NGQSCSQSCQIDQ3Fxo0bYWdnl6v1IvmDq6srhEIhIiMjtaZHRkbC09O0gLdYLEalSpXw5MkTAOCXi4yM1HqyLzIyEoGBgQbzkUqlkEqlevPPzi85cqX+LxRaaVScwXTZ/QXMlPIZo1s+S9fX0uWzpLy+bXNDdh9POSkvb9/cOC7M2bZ5+bgF8va2zQ103P4nP12DzM0/W17QcfbsWbRs2RLe3t7gOC7d4MmMMUyePBleXl6wsrJC48aN0w2AfunSJQQGBsLf3x+//vqr1jyO4yCTyfDixQut6W3atEGvXr2yo0qEEELyGReRC+q6lM9UoE+tlK0vKssqw1/ij7FO4+An8sOiqAX4N+VRurRPnz5FKlJQCsFZKXamJCUlQa74C4kpvyFBvgjy1EP4+uuv0aBBA+zYsQOrVq1CWFgYypQpAzc3NyQmJiIoKAiDBg1CvXr14O3tjc2bN6NZs2bo378/9uzZg59++gkTJ07E8ePHUadOHbx+/TrH60XyH4lEgipVquDkyZP8NJVKhZMnT2o9vWeMUqnEvXv3+MBeQEAAPD09tfKMjY3FlStXTM6TEEIIIeRLki1P9iUkJKBixYro06cP2rVrl27+/Pnz8fPPP2PTpk0ICAjAjz/+iNDQUPz999+QyWQAgL59+2LGjBnw8vJCjx49EBISAj8/Pz4PjuMwefJkbNq0KTuqoJdul7MyGv/W7XJWTh7A/zuz41lllm4XMOq6++XI7Hh3lmCJ8cj0sUS5LTU2nMn56JTZEm1jqTpYKk+Thz/IhvzN6eIb/txy+71MYIXCYn/8q/gXj1IeoYSkpNb84OBgOMITp7AeXdnMTI97aG73+NevX6Nt27YQiO8j9KuvIJOVQ9u2bdGyZUu8efMGbm5ucHZ25tOXL18eEydOxNSpU3HlyhU0b94c69evR6tWrfh0bdu25dO3aNECzZs3R+PGjfH2RS+tdcckjsXnz5/BcZzWOtQUCgXCw8MRHx+PuLg4xMfHIzExEampqUhNTcXHjx+RmpqK2NhY7N27F//++y/fzZjkXyNGjEDPnj1RtWpVVK9eHUuXLkVCQgJ6907r9t6jRw/4+Pjw23n69OmoUaMGihUrhujoaCxYsAAvXrxAv379AKTd8w0bNgwzZ85E8eLF+XtHb29vtGnTJreqSQghhBCSZ2VLsK9p06Zo2rSp3nmMMSxduhSTJk1C69atAQC//fYbPDw8sG/fPv6NagkJCahcuTLc3d3h5OSEuLg4rXyGDBmCxYsXY/To0ShXrlx2VIMQQgjRUteqHo4nHkOsKibdPBsbGzRAL+zFXLzCAxRCzlybQkJCEB8fj/Pnz6NKlSpa80qWLKl3mYCAtB+kXFxccOjQIaP5ly9fHvPmzUO3bt0g4H4GkNa9gbEESKWToVAoIBaL8dNPP2HgwIHguP+6PwwePBjr1q0zqR59+vTBgwcPcOvWLZPSk7yrc+fO+PDhAyZPnoyIiAgEBgbiyJEj8PDwAJD21meB4L/OJVFRUfj2228REREBJycnVKlSBRcvXkSZMv/9rDpmzBgkJCSgf//+iI6ORu3atXHkyBH+R2JCCCGEEPKfHB+zLzw8HBEREWjcuDE/zcHBAUFBQbh06RIf7Js8eTJKly6N1NRUfPfdd1o3fEDaExT//vsvxo0bl+EXFUIIIcSSAqWVAQAfP36Eq6srP90fFeGBIjiOtejMpsKWS/+0myW9fv0a//zzD/bs2ZMu0GeIUqnEb7/9BgCIj49HamoqRCLjtwNNmjTByJEj8fPSCwAYAAYONli0uB28vLxw6tQpDBo0CCdPnkRoaChKlSqFY8eOYcuWLahSpQrWrl0LOzs72NraQiaTwdnZGTKZDDNnzsSlS5ewf/9+TJs2DY8ePaI37xYQQ4YMwZAhQ/TOCwsL0/q8ZMkSLFmyxGh+HMdh+vTpmD59uqWKSAghhBBSYGXLmH3GRESkdUFS/7qr5uHhwc8D0rrxfvr0CR8+fMCyZcv05jVnzhwcOXIE586dy74CE0IIIf8n5aTgwOFK8mVcTroENzc3dO/eHYwxAGkBiRYYBhWU2IWZiGOfsrU8ly9fBgDUqFHD5GWmT5+O06dPY/78+VAqlQYDMpqcnJywcOFCyMStIRO3gUzcFlJxCIYMGYL27dtjxYoV2Lx5M+7du4eBAweibt26WLhwIYYNG4ZTp06hcuXKKF68OLy8vODk5ITly5cjOTkZR48exe7du5Gamgo/Pz9cuHABPj4+mW4PQgghhBBCSB5/G6+NjQ1sbGwMzi9Tpgx69OiBcePG4cKFCzlYsoxZYpw+c8b5onH5Ci5j4/DlJbrjjBnbf7N7/EAge8a4y6ycqO+XJLvHCzTGWeiMjradcCjhEC4mp113tm7dCo/DnigtKYNFqj4AgLGPm6BmqZrYjR8x3HEkvMReWvnojjuYwmLxll2ECFaw5wrDnvM3qTw3btyAr6+v1htKM3LgwAFwKIoZk5UQsGCsWbMOy5cvz/DpPsD4taZ79+7o3r07kpOT8fjxY7i5uRl8++qgQYPw9u1bnD59Gu7u7vj06RNsbGwwfvx4jBgxwuS6EEIIIYQQQtLL8WCf+sY/MjJS68tJZGQkAgMDzc5v2rRpKFGiRLo3/hJCCCHZIcQmFHWt6mJ+1DxIOAliVDFYHL0IAaIAFDnlj4YNG6J48eIY5zwBm2M3YWn0YvzgNAw+ovRPrKmYEq/wN66wtUhGFBhSAQbI4AJreMCbqwVPLggCTvtyzZgSKcqz2LbtEdzc3Mwqf8+ePTF8+EioVFFQskgIuUImBfpMJZPJUL58eaNpOI7DrFmz+M8REREYMmQIxo8fj/v372PLli0WKw8hhBBCCCFfmhwP9gUEBMDT0xMnT57kg3uxsbG4cuUKvvvuO7Pz8/Pzw5AhQzBhwgQULVrUwqUlhBBC0pMJrDDJeTI4cGBguJ9yH4cTDqJx48ZYvXo1+vfvDyehE3o79MXsz7Mw9dNk9LHvi8LiwvAW+UDBknEV+3EXJ5GEWNjCD9W4sUjEe8ThJQQQI4Y9xX32C96yCwgUfA8Rl/a0KmMKJCl+h1L1GEFB7dG3b1+zyv7tt99ixPCJSFJshIp9glQUmh1NZBZPT0/s2rULixcvxsiRI7Fw4UJYW5v+1mVCCCGEEGJ5/uMOZ2n553ObW6gkxFzZEuyLj4/HkydP+M/h4eG4ffs2nJ2dUahQIQwbNgwzZ85E8eLFERAQgB9//BHe3t5o06ZNptY3fvx4rFu3DuHh4ejcubPZy+t2pzLEnK5jxrowanaDMtZFk7rmfjmM7Qf5tQtoTpc7L3XbzUtlyS7GzpumnisD/LXPk+HP89e+LuDShr3lwKGCtALKScphRfRyjP9uPISTxQAAO4EdGlg1wB/xO/Br7C8AAH8E4g2eQokk+HIN4cUF4Y7gBa6mzkbayy84iIVVIRV1hBWLQGzKZlxRzUAJrjMqpHjgb9VWJCIclQVDsWPHIrPLbWNjgw0bV2Lr1q0oXbo0Jk+ebKkmybJ27dph5MiRuHHjBurUqZPbxSGEEEIIISRfypZg3/Xr19GgQQP+s3r8nZ49e2Ljxo0YM2YMEhIS0L9/f0RHR6N27do4cuQIZDJZptbn7OyMsWPHYsKECRYpPyGEEGIuASdAEkvEZ9VnRCuj4Ch0AgB8ZR2C6rIg3Pooxx0cQyJi4M0Fw49rAGvOHZ/ZQ8hT90EoKAqZqA1SVQ8hTz0OxlIgE3dCZcGPuKdai0dsOxJZBESwRlXBKDhyxTNd1p49e6Jnz56WqrrFFC5cGC4uLujcubNFuxYTQgghhBDyJcmWO+n69evzbybUh+M4TJ8+HdOnT89U/vryHj9+PMaPH5+p/AghhBBLaGPbDsuif8KYj6Ohggq2nC3sBfaoIqsKIUqjEfpCyIlwX5AEOYvGBeUkJOANBFxhyMTtIeAcIREEA5BAnroHiSmfYSOYjiDBj4jHa8gRA1t4Q8a55HZVswXHcVi/fj3u3r2LqKgoLF68OLeLRAghhBBCSL5DP5sTQgjJUYwxXEy+gM2Pr8JD6oRvfBrCWig1K49kVRIOJhzEJ+VHlJdWQC1ZMDiOMyuPV4pXOJZ4BAAQYt0EfmI/s5ZX1+Oe/C5chK5oadMSJSQlMM91AS4nX8LvcVsRz+JRQVwRxxKPQo4DKIO6CGUDoWCJeM9uIgFvUIRrhfeSIHD/7xYMAEKB3///XwgAwHEC2KEQ7MwqYf7UqlUrtGrVCrGxsRTsI4QQQgghJBMo2GcGY2NU3RckGZxnbOw9GpcvczTHuDM2NpyxsRPNkdntZGwsPk3mjG9nbDw4Y/thXsnfkr6EsfHyA3PGMw3wj8CRDzew4f1uCJAWnAtPjMTcUr20xvDLaPy+VTGr8HfKAwDAdfl1AECwVW2Ty/FZ+Rlzo2ZDwRQAgFvyW5juMhPOQmeT87iYfAEbYteD+3893qS+xjCnEbAWWKOhdSOUl1aANWcNG4ENerHeOJF4Ajvjd+BvnIVQJcYArMYHnEEEO4OqivqQcWndfi+JIyDgnABIwHEyHFX0MrlMhBBCCCGEECLIOAkhhBBiOVejH0EADiowqMBwPeYxlExl8vJKlRJ/pzwA+/9/HDhEq6LNKsMzxVPImRyq//+XzJLxTPHUrDzuye/yb+NlYHiQ8gAqjXq4Cd1gI7ABkDaeXwPrBgi1bgIhhFBCgZe4Bxs4IhExiGCXtfLmOCnEwkCkpF7AhQsXzCoXIYQQQggh5MtGwT5CCCE5ykPqxP9bAA5uEnsIOdMvR0KBEBUkFfgn6hpbf4Vm1s3NKoOL0NWkaabmwYGDk8CJf0OvPmJOjA52HbHCfRWksMYhLMUrPEB99EQhrnG69FJREwg4T0yfPh23b982q2yEEEIIIYSQLxd144V2FzTdrrqmdlvU7S6a3d1zjXUPzS9dg03t4qqPqd1ezekea0yoaGOmlquJzK0/s91Ts7tbqzn5Gzt2qPtt/mNOV92MfOPTEOGJkbge8xiuEntMLf612Xm0sG2FuNg4lJdWQAublmaP1xcgDkBH207YG78HANDWth0CxAFm5dHSpiXepL7Gg5QHcBI4YZDjYK2uyLrUXZNFnAgTXSYgSZUEd5Eb7AT2adee/797qpz8v3KksCk4cGoKQqqG4kfnyfj+/WCzykgIIYQQQgj58lCwjxBCSI6yFkoxt1QvKJnKrCf6NAWIAzDBZVKWyhFq0wRfWYcAgNEn8gyRCawwzGkEVEylsbxp44R6i7xNSifhrDDQYRCmfpqMsKTT+B4U7COEEEIIIYQYR8E+QgghuSKzgT5LykyQLzvyMMZd5I4AcRG8ULzI1vUQQgghhBBCCobc/6ZFCCGEEKP8xH54lfoyt4tBCCGEEEIIyQfoyT4z6I7LpyknxsnTHOPO2Fh0umPh5eYYfrpl0Sx3ZsezA7JnzDdTx2ek8eZMkx3tpDtunO4Ym/mdOePimVr3zI61p5u/7mdLjuGnj+7Yd+rx7vIzzTrp1iej9oxRxiBeFQ/GmNnjExJCCCGEEEK+LPRkHyGEEJKHJauScU1+FU1smlKgjxBCCCGEEJIhCvYRQggheZhMIIOb0A0xypjcLgohhBBCCCEkH/hiu/E+/GAFKZe+G5xuV86c7rprrKuusW6vxsoZKtqYqeU066fbHdcYY11183IX2LxcttxkrHthbnejzWzZsrsLqq7saKecroOuzHYj1uy+qttVlxhWQlwSjxQPc7sYhBBCCCGEkHzgiw32EUIIIfmFn9gPF5MvQKFQQCwW53ZxCCGE5EH+4w5nafnnc5tbqCSEEEJyG3XjJYQQQvK4xymPUVhUmAJ9hBBCCCGEkAxRsI8QQgjJ4x6m/AMGhjdv3uR2UQghhBBCCCF53BfbjfcfQTJEet5qmJtj9GWF7vh+lljO2PiBpqJx8AzTHMsst8e+K4hye0w7TflxW+u2X3aUW3P8PiB7xvAzlqfu+i3BWJ6m1k9fW9djffFn6s+YOXMmVq1alenyEUIIIbmFuhkTQkjOoSf7CCHk/1QqFVRMldvFyDIVK0D1UGWtHkoLtENW21KlUkGpUmYpj3DcghgyjBw5Mkv5EEIIIYQQQgq+L/bJPkII0XQ64RR2xG8HALS1bYdQmya5XKLMOZMYhoPxB2ErtEVNWU2z68EYA6fnqeecdiDiCk59voOnCW/xjW8jVENHs5ZPViVhVcwq/B35AEGOJfCNTyOUsvU1K49wRThWRi9HtCoaZSRl8Z3DIMgEMrPyAIAIVQSWRC1CZ1kNdPSuY/by/7LL+Afn0ASDUKxYMbOXJ4QQQgghhHxZvthg396or2Fvb5/bxci0zHaPvS9IMjmtZtdd6o775cpL3U51y2JqV92MllMxFS7LLyMVqQCAnfF/oISkJALEAZkum6H1ZbZ7scn5S8rgMHcIb1Pf4Lb8ltn1MBToy8luvc8Uz/DT5/389DUv/4Krc1Wz6nEw4SD+TnkABoZ70a8xJfYP7Kg2wqzyrIxejhhVDBgY/k55gEMJB9HBzrygIwB4i7wx3GkEFr5ZAJcE0+vBmArRiMAVt61oV6cddu1abva6CSGEEEIIIV8e6sZLCPniMcbwNlX7xQeflB9zqTRZ4yZyx2inMXAUOOKx4jGilVG5XSSzfVZ+SjfN3O2RqPovOJmABNgLHczq0qtiKkSroqHCf8t8VH4wqwyavEU+GOU0GjGqGJPSv2b/YAX6YgPSApSrVq3KE09cEmKqFStWwN/fHzKZDEFBQbh69arBtOvWrUOdOnXg5OQEJycnNG7cOF36Xr16geM4rb8mTfLnE9iEEEIIIdmNgn2EkC8eBw4MDIL//yfjZCgiLprbxco0dcDPS+iFwmL/3C6O2YqIi0LGybK0ParLgsDAwP3/PxeBC4Sc6Zc8ASdAGUlZfnkGhvLSCuZWRYu3yAelJaUzTKdiKhzFarjAF20wBvfv34e7u3uW1k1ITtqxYwdGjBiBKVOm4ObNm6hYsSJCQ0Px/v17venDwsLQtWtXnD59GpcuXYKfnx9CQkLSvX26SZMmePfuHf+3bdu2nKgOIYQQQki+88V24yWEEDWBQICxTuNxLPEIACDEugmchc65XKqscRO5Y4rLNIi4/HeadxY6Z3l7lJaWxgjHkTibdAauQje0sGkJINqsPL5zGIRDCQfxUfkB5aUVUEsWbNby+kg5aYZpFEhGDCJREx1QhKtMgT6S7yxevBjffvstevfuDQBYvXo1Dh8+jPXr12PcuHHp0m/dulXr8y+//ILdu3fj5MmT6NGjBz9dKpXC09Pyb9EmhBBCCClo8t+3wALA3mquwXma4+TlNBqXL2flpbHw8itTx7EzhZ/YD30dvrXIuo2lNadcpq7D0JiE2Rnoy+zYg6Yyd3voU0ZaFmWkZfnP6jEBTSUTyDI1Rl9WJKoS8aHTWeAPoMXy0hg8uHOOrp+QrEpJScGNGzcwfvx4fppAIEDjxo1x6dIlk/JITEyEQqGAs7N2kD8sLAzu7u5wcnJCw4YNMXPmTLi4uBjMRy6XQy6X859jY2MBAAqFAgqFwpxqmUUqZIbnCZjW//XJzrIBxstnCt3yWbq+li6fJX1p29aUtOYsk5e3LZC3ty9t26zJy9s2J9G2TS8/XYPMzZ9jjGWtNvlMbGwsHBwcEBMTk2sv6LBEsC87XtBBwT5SkGgGozL7Yg9jMhuszY5gX1bWQfKWT8pPGPtxNOrXr4/ff/8dXl5euV2kXJMXrtfEfG/fvoWPjw8uXryImjVr8tPHjBmDM2fO4MqVKxnmMWjQIBw9ehQPHjyATJb2Buzt27fD2toaAQEBePr0KSZMmABbW1tcunQJQqHwf+zdd3xT5f4H8M9JmtE96IZSyt6rrLJnW0AQByBTkSEIeBEXqMiSPUQR5KIIegVRUBQQ2Uu2jCrLMgsItIzSTdO0Ob8/+DUkaZsmaUabft735euSc57znO+Tc3KaPj3f7ym0n2nTpmH69OkFlq9btw5ubvyDGxEREZUtWVlZGDhwoEnfj8vEnX3Lli3DggULkJiYiEaNGmHp0qVo0aIFACA+Ph6vvvoqbty4gdGjR+PDDz90cLRERETmEUUR53POYX36egiCgCFDhpTriT4qv+bOnYv169dj//792ok+AHjppZe0/27QoAEaNmyIatWqYf/+/ejSpUuhfU2ePBkTJz59CndaWpq2HqAtJ5DrT9tR5DqFRMTMZhpMOSmBSlP4Q3fOTYuxVWgAjMdnCsP4rD1ea8dnTeXt2BqjVquxa9cudOvWDTKZzKRt7HnuWbs/Rx/f8nZsra00H1t74rEtqCz9DAKeZimYotRP9uUXeV6xYgVatmyJJUuWICYmBvHx8QgMDMS4ceMwePBgtGjRAqNHj0bnzp3RunVrR4dtMkvTdo3doUdF452NTxje+WWLlGJHv9eWps7amj3St0vr2Mu7iCqJBZaJoojN945jj/tVnD9/Hu3bt8fvn25D48aN7R8gkRX4+/tDKpUiKSlJb3lSUlKx9fYWLlyIuXPnYvfu3WjY0PgDcapWrQp/f39cuXKlyMk+hUIBhaJgnUyZTGbyLzmWUOUV/+RslUYosp0tYwNMi88Yw/isPV5rx2dN5e3YmrqNqds54tyzdn+OOr7l7dhaW2k+to7AY/tUWfoZZG7/pf5pvLpFnuvWrYsVK1bAzc0NX3/9NQDg0aNHiIyMRMOGDREaGoqUlBTHBkxERGSizLxsfJawGf7+/tixYwf279/PiT4q0+RyOSIjI7Fnzx7tMo1Ggz179uil9RqaP38+Zs6cie3bt6NZs2bF7ufff//Fw4cPeQcsERERUSFK9WRffpHnrl27apcZFnmeMWMGunbtCjc3N0gkEsTEOMcttkRE5PyUEjnkggtiY2MRHR0NQSjZXxOJSoOJEyfiyy+/xDfffIOLFy9izJgxyMzM1D6dd+jQoXoP8Jg3bx6mTJmCr7/+GlWqVEFiYiISExORkZEBAMjIyMA777yDY8eOISEhAXv27MGzzz6L6tWr83sfERERUSFKdRrvgwcPkJeXh6CgIL3lQUFB+OeffwAAPXr0wP3795GWloaAgABHhElERGSRX5KOIlfMQ/fu3R0dCpHV9O/fH/fv38dHH32ExMRENG7cGNu3b9d+n7t58yYkkqd/b/7iiy+Qk5ODF198Ua+fqVOnYtq0aZBKpfj777/xzTffICUlBaGhoYiOjsbMmTMLTdMlIiIiKu9K9WSfqRQKRame6DP29F1jjNU1s1bNvvJUp46KZuzJtfRUWXxvbPEkYrKOVHUmvr29B88EtkCjRo0cHQ6RVY0bNw7jxo0rdN3+/fv1XickJBjty9XVFTt2lKxgNhEREVF5UqrTeEtS5JmIiKg0O/zoIrLycjC0UuEPFyAiIiIiIrJEqZ7ss7TIMxERUWmWkZuNPQ/jUNcjDL4yD0eHQ0RERERETqTUp/FOnDgRL7/8Mpo1a4YWLVpgyZIlekWeSytjqbtRasfdlVje03bL+/hNYZjmaWnqaml6r42lstoiNdda7yHZT0SVRJPbXk8o+hpurJ/87XLFXLx9fyIei48xzOtVo/0RERERERGZq9RP9hVX5JmIiMqe5LxkXFNfRQWpPyJkERb1kZCTgGRNMmrKa8JDYv7dcWpRjfM55wFRREWNP+QSmdl9JOclAwDcBDcoJUqTtpFCijzk4Rn3XmjlyrvUiYiIiIjIukr9ZB9gvMgzERGVLbfUtzD30WyoRBUAoK9HP8S4x5rVx47M7diQ8SMAwFvijYk+b6OirKLJ26tFNRY+WoCr6isIcwnDvosCFtUZAZnE9B+L+ePIEXMgF+To7f4sRqNxsdsJgoBKLmG4nXsbuWIuXIQy8aOYiIiIiIjKiFJds4+IiJzPzqztUItq7etNGT9DI2pM3l4jarAp42ft63RNOrZnbTMrhvicf6AWc1DFJQK3cm/hfMZN/Jl62aw+8schQoRKVOFM9mmTxxHsEozbuf9yoo+IiIiIiKyOv2XYgaU1+s5JHls5EiIC7F9Dz7CGny57x6K7P2Nx2ZOrxA0SwfZ/e9Ktp3f30QPcTLlZon48rmYD2U+WVXcLwb/ZpvWXocnAiezjqCuvC42owZq01UiafRfvv/++RfEQERERERHp4p19RERkV709+kAuyAEANWQ1MM1vulnbSwQJnvN4XvtaLsgR7WZeGnAz7xqo51FZ+7qeR2U0965hVh/9gtuhhnsoqrgG4Vb2fbxcqYtJk5YKQYGqsqqIU8Vh3qO5OJJ9GNOnT8ft27fN2j8REREREVFheGcfERHZVYA0AJ8HLi9RHzHusagpr4WHeQ9QVVYNflI/s7aXS1ywqM4Ibepuc+8aZtXrA4Cq7sGYXmMQLmTcRJDCF7U9Kpm0nUyQ4U2ft/B71jZszvgVtWW18U/OP7hw4QIqVjS97iAREREREVFhONlHRERlUoQswuIn+QKATOKC1r51ShRDgMIbHRQNzN5OIkjQ0/0ZtFJGYVbyTMTExKBLly4lioWIiIiIiAjgZJ/NpD2epP23l+vcItsZq+d3VJZY5DpjjPVprTqA9TWuJrUzrAlm7/pk5ihNddXIfnjcy4/rCUVfG3Xr+dljfwCQrXmMb9LWPKnbt2YNJBJW1iAiIiIiopLjZB8REZGdJeYmYnnK50jWJON177EIDrbsQU5ERERERESGONlHRERkRxdU5/FF6nJ4S3zwgd8UhLiEODokIiIiIiJyIpzsswPdlF5AP63XnFRdw36K6tMedNOBjaX0Mg2y9GC6auFsMXbDPnXfe1vsryylyxtjLG5j56812CvFVyNq8G36N2jZoSV+/fVXeHl5Wa1vIiIiIiIiAGCBICIiIjs5ozqDB3kPsGDBAk70ERERERGRTXCyj4iIyE7+zD6OUGlFNGvWzNGhEBERERGRk+JkHxERkZ3UkdfF3bw7OH/+vKNDISIiIiIiJ8WafWWIbl0+Y/X7bMFobUG1fq0rYzX87MHS2nRltc5ZUWxd48yabF3TztFMHVN5OHcdGasjawLma+PaFtsyf8P06dPx448/2mWfRERERERUvvDOPiIiIjtxEVzQ070XNmzYgEuXLjk6HCIiIiIickKc7CMiIrKjG7kJUCqVUCqVjg6FiIiIiIicENN4HcDUFFzdtF1zGKbcRhmk2VraD9nPOclj7b/NSYsuS6m7uspSGqqjGB5bS98za50j9j5muvuzNN3Z1P7z95Er5mJTxs94GPcADeQN0dq1DQRBQEQV06+Nt9Q3sTNrBwAg2i0WXhIvHHi8H5VcKmFt0+8R6BIIABieOMyiuImIiIiIiAxxso+IiKgQf6v+1k7UnVSdhAgRbd3ambx9cl4yFiTPRzayAQBnVGcwz38BRnm/ho3pGzDl4Qfo6f4MnnHvZZP4iYiIiIiofGIaLxERUSHqyuuitbIN5IIcAgScyzlr1vbX1NeQhSxo/v9/XhIvyOCCFsqWmOk/C93de2BL5mb8N/ULZGZm2mgURERERERU3nCyj4iIqBBKiRIDPAeivqw+gqXB8JcGmLV9BWkF7b8DpYF4x/c9yCUKAIBCUKCPx3N43XsczuWcQ/v27ZGUlGTV+ImIiIiIqHxiGq+VmFNfz9SafZbuz1iNPsM6fLqxWFojsLQxVrPLFrW+dOvrGTKn3p6p/VujTyqdLD13baE011G0R2xP9+GGYf7DsTVjizbd9nrC02ussfp9EbII9PXoh0OP/8Bbvm/DR+pboE0TZRO8J52M+acXITp4MLoKI7BI09+qYyEiIiIiovKFk31ERERGKCVKvOjV16JtY9xjEe0WA0EQimxTWVYZTRCLP7EZbcWXLA2TiIiIiMqgKpN+s3jbhLk9rRgJOROm8RIREdmQsYm+fA3RBRrk4hQs/7JHVJosW7YMVapUgVKpRMuWLXHixAmj7Tds2IDatWtDqVSiQYMG2LZtm956URTx0UcfISQkBK6urujatSsuX75syyEQERERlVnl9s6+q1evYufOnQgPD8dLL5X8TgprpObaimHqblEMx2BpqnBpZov0P920WsOUW1NTfI21M6Tblim95Ye1zt3SnJ6rqzSlrxu+Z7ZIqXYXfNBC7INj+AnfffcdBg8ebPV9ENnLDz/8gIkTJ2LFihVo2bIllixZgpiYGMTHxyMwMLBA+yNHjmDAgAGYM2cOnnnmGaxbtw59+vTB6dOnUb9+fQDA/Pnz8dlnn+Gbb75BREQEpkyZgpiYGFy4cAFKpdLeQyQiIiIq1crtnX0//vgjJk2ahAEDBuDsWfOesEhERGRtUXgR9dABw4cPx507dxwdDpHFFi9ejJEjR2LYsGGoW7cuVqxYATc3N3z99deFtv/0008RGxuLd955B3Xq1MHMmTPRtGlTfP755wCe3NW3ZMkSfPjhh3j22WfRsGFDfPvtt7hz5w5++eUXO46MiIiIqGyw2Z19Bw8exIIFC3Dq1CncvXsXmzZtQp8+fbTrRVHE1KlT8eWXXyIlJQVt2rTBF198gRo1amjbHD16FGPGjEFKSgqmTJmC4cOHa9cdOHAA06dPR1xcHLKzs1GxYkW0bt0aX375JeRyebHxxcTEYO7cJ3euLV68GKtXr7be4ImIiMwkCAI6ii/jlvIMFi9ejIULFzo6JCKz5eTk4NSpU5g8ebJ2mUQiQdeuXXH06NFCtzl69CgmTpyotywmJkY7kXf9+nUkJiaia9eu2vXe3t5o2bIljh49WmSGhkqlgkql0r5OS0sDAKjVaqjVaovGZwqFVCx6nUTU+//C2DI2wHh8pjCMz9rjtXZ81lTejq0pbc3Zxp7nnrX7c/TxLW/H1tpK87EFSvb+8diWn59B5vYviKJYstEU4ffff8fhw4cRGRmJ559/vsBk37x58zBnzhy9dIyzZ8/qpWPUrVsXM2fOREhICIYOHYp9+/YhLCwMFy5cQGRkJMaPH4+hQ4fC1dUVly9fxk8//YTPPvsMrq5Fp3ulpaXB29sbKSkpaNu2Lc6dOwcASEhIQHh4uC3eCotZ+nRcwxRbY2m8xtKPLU3jLc+ppeak41qaxltUH4Dl6YVlJbWTyo/SlMZrSPdzZuxpvLpP7S2O7mdQMekvfPbZZ7h58yb8/PwsC9IJ5P+8Tk1NhZeXl6PDIRPduXMHFStWxJEjRxAVFaVd/u677+LAgQM4fvx4gW3kcjm++eYbDBgwQLts+fLlmD59OpKSknDkyBG0adMGd+7cQUhIiLZNv379IAgCfvjhh0JjmTZtGqZPn15g+bp16+Dmxp97REREVLZkZWVh4MCBJn0/ttmdfd27d0f37t0LXWeYjgEA3377LYKCgvDLL79o/0KbmZmJpk2bIjAwEL6+vkhPTwcA7Ny5E8HBwZg/f762z2rVqiE2Ntbk+MaNG4elS5eic+fOEEURvXv3xtGjR0v1lz9jE2y6E3o7cl8psp3hBF6My5pC+yiOblt71O8znMSy9+SUsUk0S2OxdILPGGu8L9aKqzRNzlDpYen5Za0JcUtYOoluOBFo6uTfozlVkI0cPFPhNUQJL2KRpr9F+ycq7yZPnqx3x2BaWhrCwsIQHR3tsAlktVqNXbt2oVu3bpDJZCZtU3/ajhLt89y0mBJtXxKWjNfaSvL+mfPeOeOxNRafQiJiZjMNppyUQKUp/EFUjjz3rM3c48tjWzL2fP+c7bPLY/tUafgZZG35WQqmcMgDOkxNx/joo49Qp04d5ObmYsyYMahbty4AIDg4GHfv3sXBgwfRvn17i2LYvn07tmzZgq+//hrDhg3D33//jZMnT1rcHxERkTW4Cd5oIHbGGWxHpPiMo8MhMou/vz+kUimSkpL0liclJSE4uPAJ7+DgYKPt8/8/KSlJ786+pKQkNG7cuMhYFAoFFApFgeUymczhX/rNiUGVV/wTvYvbl6M58j0vyftnSczOdGxNiU+lEYpsVxrOPWsz9fjy2JaMI94/Z/ns8tgWvo2zXI/MGYdDHtCRmPjkboegoCC95UFBQdp1ADB8+HA8fPgQ9+/fx9KlS7XL+/btiwEDBqBDhw4ICQnBc889h88//9ysWc4HDx4gNTUVrq6u+PrrryGXy02q9UdERGRrzfAMcvAYZ7HH0aEQmUUulyMyMhJ79jw9dzUaDfbs2aOX1qsrKipKrz0A7Nq1S9s+IiICwcHBem3S0tJw/PjxIvskIiIiKs8ccmefOdzd3eHu7q63TCqVYvXq1fj444+xd+9eHD9+HLNnz8a8efNw4sQJvb/6FmXevHlwd3fHs88+i8GDB2PkyJHw9PS0OE5j9e2M1cUrTcyp9afLWuma5qTKldbadIbvhS1SdW2hrMRJ9lPcOcE0bfPppvUWl9LrJQSgttgGJ7EVKpWq0LuTiEqriRMn4uWXX0azZs3QokULLFmyBJmZmRg2bBgAYOjQoahYsSLmzJkDAPjPf/6DDh06YNGiRejZsyfWr1+PkydPYuXKlQCePLxmwoQJ+Pjjj1GjRg1trefQ0FC9etBERERE9IRD7uzTTcfQZSzFozAVK1bEkCFD8Pnnn+P8+fPIzs7GihUrTNp29OjRGDt2LJRKJTIzM7Fs2TLUr18fPXv2xNmzZ00fDBERkQ00x7PIRApWrVrl6FCIzNK/f38sXLgQH330ERo3boy4uDhs375dm9Fx8+ZN3L17V9u+devWWLduHVauXIlGjRph48aN+OWXX1C/fn1tm3fffRfjx4/HqFGj0Lx5c2RkZGD79u3ah7oRERER0VMOmeyzRTqGr68vQkJCkJmZafa2S5cu1d41sW3bNjRs2BCPH/NOJyIiKl6eqLFJvxWEiqiDtpg5c6ZFP9uIHGncuHG4ceMGVCoVjh8/jpYtW2rX7d+/H2vWrNFr37dvX8THx0OlUuHcuXPo0aOH3npBEDBjxgwkJiYiOzsbu3fvRs2aNe0xFCIiIqIyx2aTfRkZGYiLi0NcXByAJw/liIuLw82bN/XSMTZv3oyzZ89i6NChJqdj/Pe//8WYMWOwc+dOXL16FefPn8d7772H8+fPo1evXmbHWr16daxevRqxsbGoXbs2YmNjkZuba3Y/RERUfoiiiK9v7UTMiSl46cw8xGfcMruPHE2O0fWt0RfJyclYsmSJhVESEREREVF5Y7OafSdPnkSnTp20rydOnAgAePnll7FmzRq8++67yMzMxKhRo5CSkoK2bduanI7RokULHDp0CKNHj8adO3fg4eGBevXq4ZdffkGHDh0sinfAgAEYMGCARdvaiqW1/ozVDzRkal0+w3p+ugxre+nW8rK0tl6+bE02lJLSnaKjO0bDmoC674W16uLZolYa66+RIVudE5b2a+nnR3c7S/dtrNZnK/++uKZUIU4Vhw8v/oD5AQu163Rr9BUlTUyDP/yLXO8tBKJeThfM+HAWbn8YhOXiCPOCJyIiIiKicsdmk30dO3aEKIpFrs9Px5gxY4bZfTdp0gT/+9//ShIelVIrUpbjlOoURDw5dyq7hONDvymQCKbdhKoRNdiQ8SN6ufeGm8S2D+MgInKVuGKg52A81mTjkjoeGlFj1vUqT8wrtl1LPIfz2I8T+AUAJ/uIiIiIiMg4h9TsIypKA0VDiBAh/P//vCSeJv/iDAASQYKWylac6CMiu3GVuGK49wh0c4sx+3qlEOTFtnMTvBCJZxCHHbh582ZJQiUiIiIionLAZnf20VOGabWWpudagzn7Nicd2FpaK9sAAM6q/oa/NADPuJtfg7GKrIr238bS7+zNnBRCa6QeEpVGxlL7S9Pn1VyuElc84/6M3rLrCfrlDwpL6/WSeJvUfyR6IA470D18CGKF17XLF2n6WxAtERERERE5M072UakiCALauLZFG9e2jg6FiMgsgiCYvY2pdwLKBVe0EfthN75CXbE9Kgv1zd4XERERERGVD0zjJSIiKgMaoDMqog52YSXUosrR4RARERERUSnFyT4iIqIyQBAkiMZIZOARjmCDo8MhIiIiIqJSimm8VmJYC0+33l2UWr9uU4zLGu2/d+S+YvNYrNGPYf0+wzEVpSQ1uIzV9rLWPkxlbB+6cZoac3F9sk5f2WPOsS+KqedZcW2NbWdJHyXZh6X9GMZmjc+Epe9hcf1YomD9vqfXVMO4dGt4Ar6oqnkWp8Sf4CI0LXEcRERERETkfHhnHxERURkSLsRCDk/cFHc7OhQiIiIiIiqFeGcfERFRGaLCI+QgDT6o7uhQiIiIiIhMljC3p6NDKDc42VdGGabV6rJWGq+pfeqmJQP6KWdHZYapak8ZpgIbpunZIz1Xl36qnD6m1ToXa6WdWps5cVljDOaktdr7PbM0Jd4W76E9rkX6ab3618ZzD54+5feoLBGiqIEkJxCXhGM2j4uIiIiIiMoepvFaUV5eHs6dOwdRFB0dChEROSlBkEDu0gV5mks4fvy4o8MhIiIiIqJShnf2WdHOnTvRo0cP9OrVCxqxHiSCt6NDIiIiJ+QiqQ+JEIR+/fph06ZNaNqUD+sgIiIisgemolJZwDv7rCgnJwcAcPDgQWSrNzo4GiIiclaCIIGr/BUEBASgTZs2WLt2raNDIiIiIiKiUoJ39lmRQqEAAAwePBjffPMNUlLfhUQiMVpfzxy6/RjWuzNWG8/WduS+YtF2hu/LUYP1umM0Z3yG74016Nbzs7R+n6X10Oxdu9DRsRjWTrT0/S6tdflKs7L6nhmLW78WXtGuJ+hfN4yd66bWCDR134XtX5feZ0Dv+haMI+fckasWMXjwYLwydAEUsp6QCJ4AbFO/lYiIiIiISj/e2WdFNWvWBAAsW7YMGRkZuHTpkoMjIqKy5rr6Ok5m/4nkvGSLtleLasSp4vCv+l+oRbWVozNdScdhDcl5yTiUfB7/ZPzrsBhyNGoceXQRRx5dRE6e9Y+HIMiglL0IpexF5GmuIFO1CDm5RyCKGqvvi4iIiIiIygbe2WdFVatWxenTp/HWW29h//79uHDhAmrXru3osEyiVqtx5MgRBAQEoG7duo4Oh6hc2pG5HRsyfgQAKAUl3vOdjDBZmMnbq0U1Fj5agKvqKwCAarLqeMf3XbgI9r3Ul3Qc1vCv+l/MeTQLNVUhOJuegNcqd0e/kHZ2jSFHk4tPrv+CnQ/OAAA6+NbH5Or9IJNY93gIggCZNBIukjpQ5e6AKncr1HmncPx4F7Rs2dKq+yIiIiIiotKPk31W1qRJEwwfPhz79u3DCy+8gD/++KNAG900U3NSfI2lpxrr01gql0qlwq+//ooPP/wQly9fRteuXbFr164C7czp01T2SDGzVgq1HsPjYCSlz9S0V2ulx5bVNExd5qTtOsN482lEDTZl/Kx9nSPmYGfWdgz3HmlyH+dzzmsn+gDgqvoKzuWcQ2NFY7PjKe6cNJrunXMeAgSIEC0ahzUcyT6sd2fj17d24sXgNpAIhd/QXjDl9unn3NSUXkD/fTmZehmJqhTt60RVCv5MvYzWvnVMGEHhCnw+DModKGXPQSaNRLb6V7RqFQWZtDkULtEQBHe9nxOWll8gIiIiIqLSj2m8NtCxY0fIZDIAQLt27aDRPHBwRPpEUcSWLVsQGxsLd3d39O/fH0lJSVAoFGjTpo2jwyOiMq63ex/4SwIQ7hKOGrIa8JH42j8I8cn/Cfbfsx4xPxAALhKpXfYplVSGm3wsFC7PQJ33FzJUC6BS74ZadJ7JcSIiIiIiKhrv7LOBihUrYvPmzXj22WfRoUMHHD3o4eiQ9Pz999/o3bs3PDw8EBAQgMTERKSlpWHAgAEYOnSoo8MjKpckggTPeTyvTX+VC3JEu8Wa1Uc9eT1Uk1XXS+OtL69v9ViLU01eDXMCrHtXrSiKEATTp+6i3WNwRX0ZCVmJqO8Rjg5+DYq8q89WmnnXwB/J53E2PQEA4O3iiubeNeyyb0GQQO7SGi7ShsjJPYCcvAP4A0cRLsQgXOhmlxiIiIiIiMgxONlnI7GxsVCpVABslEpaAnXq1IGPjw9SUlIAAIMGDcKrr76Kjh07QiLhzZ5EjhLjHoua8lp4mPcAVWXV4Cf1M2t7mSDDO77v4lzOOQBAfXl9u9frswVzJ/oAwEfqgwm+E5HiewwVZF6o7VHJRtEVTS5xwZsRfdDOrx4AoLl3DavX6yuORPCAUtYTcpd2qJBzEtfFLbgp7sScOSkYN24cPD097RoPERERERHZXtn/LdDKDCfmLK1xpNuPYa093ZpL/byDiuzDsBbUOcljk/ZtuL8YlzVIFv/BQ/E87kiBPM0NSIQoKGUVAHVNbP5Jhs0/nUDa485F9mmP+nq2YE7cusfMnO1iXNZo/33ugcGEhInHzJCxunXWqFNnrRqBZZU1xm+reoERsghEyCIs3t5FcLGoRh9g3vtialtrvE/mTvTlc5O4wS31yXXteiHVFArW6Stqnf411Zz3SS5xMbtGn7E6gJaeuxLBC7UlA1FF7I7r4m/44P2PMPX92agvGYkAoSFr+BERERERORFO9pUDdzXHcU78EhLIkJebDUAB4DxcJYMgCDJHh0dERHaiFHxRRxiMCLE74jSf46ZmJwKkDR0dFhERERERWRFzNsuBG+J2+KA6OkmWwkMxBe6KtwBooBHTHR0aERE5gFKogGChFR7iAs5rViMpKcnRIRERERERkZXwzj4DxlJuDVN8dVM9jaX/GqZk6qZkGUsjM0wdg4XpW7cQhuuIw33NBtRWKXAL55EJ4OXcaHjkPa0JppuOCgBHZU9jK6tpvOawdIzWSH8rUNfRyPljLI3PWMqkse10U8SNpRCbw5z0TUtTEx2Zjmzpvm2V/ltamXO+2uLcNtbH9YTgIlqa3o+xfVujf3MY/vwypr7GFXXFXqgIJY6IG1A5OAIt8RyaogeWiIMs2j8RERE9kTC3p6NDIKJyjnf2lQPN0RtV0QQ38Df+wWF4wR898R94COYV/yciIuchEaRoIsTiVSxBXXTAIXyPc9jr6LCojEtOTsagQYPg5eUFHx8fDB8+HBkZGUbbjx8/HrVq1YKrqysqV66MN954A6mpqXrtBEEo8N/69ettPRwiIiKiMslmk31z5sxB8+bN4enpicDAQPTp0wfx8fF6bbKzszF27FhUqFABHh4eeOGFFwqkEm3evBk1a9ZErVq1sHXrVr11mzZtQqtWreDt7Q1PT0/Uq1cPEyZMsNWQyix/IQyxwut4VViCUcJy9BImopYQ5eiwiIioFHAVPNFZeAX+CMd93HR0OFTGDRo0COfPn8euXbuwdetWHDx4EKNGjSqy/Z07d3Dnzh0sXLgQ586dw5o1a7B9+3YMHz68QNvVq1fj7t272v/69Oljw5EQERERlV02S+M9cOAAxo4di+bNmyM3Nxfvv/8+oqOjceHCBbi7uwMA3nzzTfz222/YsGEDvL29MW7cODz//PM4fPgwAEClUmHs2LFYvXo1RFHEq6++iujoaMjlcuzZswf9+/fHrFmz0Lt3bwiCgAsXLmDXrl22GhIREZHT8kUwHuGuo8OgMuzixYvYvn07/vzzTzRr1gwAsHTpUvTo0QMLFy5EaGhogW3q16+Pn376Sfu6WrVqmDVrFgYPHozc3Fy4uDz9qurj44PgYMvS44mIiIjKE5tN9m3fvl3v9Zo1axAYGIhTp06hffv2SE1NxapVq7Bu3Tp07twZwJO/2NapUwfHjh1Dq1atoFKpIJVK0bhx4yfBurhApVJBLpdjy5YtaNOmDd555x3tPmrWrGnRX3l166VFGdTJ061lZlgPSbfG3UhNhN46/ZpL1qnRZWodJ+N1APXp1ZQyrD2lM94CNeV02KqenyP26SiG49Ebu5E6koZ+fCAUvROdc9mYcwbtTK3hZ48afeYwtQ6h4Xh1Wat+oS5L69JZax+liTlxWmNMtqizaI8ajMbitvQcLSzuSxn+OPw4vpDWRKY5evQofHx8tBN9ANC1a1dIJBIcP34czz33nEn9pKamwsvLS2+iDwDGjh2LESNGoGrVqhg9ejSGDRsGQSj6555KpYJKpdK+TktLAwCo1Wqo1WpzhmY1+fs1Z/8KqWiVfTqCJeO1tpK8f+bE7YzH1lh8Como9/+FceRxt7bScC5bU2k/tvb8bPDY6nOW9wFwvmMLmDcWuz2gI7/2ip/fkzpxp06dglqtRteuXbVtateujcqVK+Po0aNo1aoVvLy8MGzYMISEhEAQBHz88cfw9PQEAAQHB2PdunU4d+4c6tevb69hEBEROaUgaTAeaR4hIyMDHh4ejg6HyqDExEQEBgbqLXNxcYGfnx8SE037Q+SDBw8wc+bMAqm/M2bMQOfOneHm5oadO3fi9ddfR0ZGBt54440i+5ozZw6mT59eYPnOnTvh5ubYP4qYk4kyv0XJ9rVt27aSdWAFjsy8Kcn7Z8l750zH1pT4ZjbTFLmuNJx71uYsWWSl/dg64rPBY/sEP7elW1aW6Tca2GWyT6PRYMKECWjTpo12Yi4xMRFyuRw+Pj56bYOCgvS+EE6dOhUTJkyARCLRTvQBwPjx4/HHH3+gQYMGCA8PR6tWrRAdHY1BgwZBoVDYZhxiLgRIjf4VmYiIqCzylwYAAG7cuIF69eo5OBoqTSZNmoR58+YZbXPx4sUS7yctLQ09e/ZE3bp1MW3aNL11U6ZM0f67SZMmyMzMxIIFC4xO9k2ePBkTJ07U6z8sLAzR0dHw8vIqcbyWUKvV2LVrF7p16waZTGbSNvWn7SjRPs9NiynR9iVhyXitrSTvnznvnTMeW2PxKSQiZjbTYMpJCVSawn83cuS5Z22l4Vy2ptJ+bO352eCx1cfPbemWn6VgCrtM9o0dOxbnzp3DoUOHLNre29u7wDJ3d3f89ttvuHr1Kvbt24djx47hrbfewqeffoqjR4+a9Rdb3RRK3dRcXUniSfylWQYBEgQLLVFT6I9I8Wl6pbFULnPSaq2xneX7MKiDo5M6Vl+ln6asq6j3DACOyiwfg2HatC7dNFdnS+kFjI/JFunNeqns6qJT2UuS1qqbimgsddZSxs61owavdcdouJ3uOlvEaUj3PS0r6bfOyFj6uj2Oiz3SgYvbh6vwZMzGnpxK5dNbb72FV155xWibqlWrIjg4GPfu3dNbnpubi+Tk5GJr7aWnpyM2Nhaenp7YtGlTsV/KW7ZsiZkzZ0KlUhX5R16FQlHoOplM5vAv/ebEoMor2R+ZHT3W/BgcFUdJ3j9LYnamY2tKfCqNUGS70nDuWVtpuH5YQ2k/to74bPDYPuEM74EhZzm2gHnHx+aTfePGjdM+ja1SpUra5cHBwcjJyUFKSore3X1JSUlmFV+uVq0aqlWrhhEjRuCDDz5AzZo18cMPP2DYsGHWHAZc8eSOBy9E4IF4FvfFOLhhOOoIba3S/9Wsu9hw98lkaN+QtqjmFmLW9qIoYseD0ziREo8ghS+GVOwMN6l5dzg+znuMS+p4NFQ04t2LREQOIIqiw66/CsmTnxmc7CNDAQEBCAgIKLZdVFQUUlJScOrUKURGRgIA9u7dC41Gg5YtWxa5XVpaGmJiYqBQKLB582Yolcpi9xUXFwdfX1+bZXMQERERlWUSW3UsiiLGjRuHTZs2Ye/evYiI0L8zLDIyEjKZDHv27NEui4+Px82bNxEVFWXRPqtUqQI3NzdkZmaWKPbCeAnhCBXaIA0JqCUMQIDQGL/jc+wRv4ZGzNO2e+f+Wzj82Lw7GO+rUvGf8//Fngd/Yc+DvzDh/ErcV6Wa1ceOB6ex4NpP+CP5PDbePYQZl783a3sA+CFjPT5P/Ry/ZvwCUSxZUVQiIjKfIyb6Dj8+hBFJr+J6zjUAsMnPUCof6tSpg9jYWIwcORInTpzA4cOHMW7cOLz00kvaJ/Hevn0btWvXxokTJwA8meiLjo5GZmYmVq1ahbS0NCQmJiIxMRF5eU++X23ZsgVfffUVzp07hytXruCLL77A7NmzMX78eIeNlYiIiKg0s9mdfWPHjsW6devw66+/wtPTU1uHz9vbG66urvD29sbw4cMxceJE+Pn5wcvLC+PHj0dUVBRatWpVbP/Tpk1DVlYWevTogfDwcKSkpOCzzz6DWq1Gt27dbDKmusIwqMUsXBDXoKlkIuqJ9bAXq/EIdxGhGQV3iTsAAWdVf6ONq+l3/F3IuInHmhzta08XV8Rn/osARcH05aKcSImHBAI0eDJJdzL1MvJEDaSCafO5eZo8HM4+hBqymjiU/QeyxCw0EkfwDj8iIid3VvU3BAiQ/P/PC97ZRyWxdu1ajBs3Dl26dIFEIsELL7yAzz77TLterVYjPj5eW2D69OnTOH78OACgevXqen1dv34dVapUgUwmw7Jly/Dmm29CFEVUr14dixcvxsiRI+03MCIiIqIyxGaTfV988QUAoGPHjnrLV69era378sknn2i/CKpUKsTExGD58uUm9d+hQwcsW7YMQ4cORVJSEnx9fdGkSRPs3LkTtWrVsjjuHbmv6L02rGXWUDIGZzRLcFqzCNEYhecwCdvwGWY+nI4hXkORonkEf2mAyfX2QsPvoL5nLpqlhiIjJwc3M1ORlJOCOuE5CPW7U+R2d26E6r1WZldCNVkOknITkSfmwV3ijpsGbYCi6wBKJVI0866OU6mX0cirCpI0V1ChxjZE+dUptP31BJ16hQbr9OpbGdR/062PZqwmH1BMfTidbY3VsDPkDPX9bDEGk2sEGjlm5x4Ynxg+qrhu0f6LjMXCPsxh6f6MbWeLmojm1BY0dR/F9VmS+o2lkeF4LK3XaOn7Yo26gJbW/asg9QcAuMAFAgTe2Ucl4ufnh3Xr1hW5vkqVKnrZAx07diw2myA2NhaxsbFWi5GIiIjI2dlsss+UNFClUolly5Zh2bJlZvffqVMndOrUyZLQSkQqyNBUMgEXxG+xXVyOSPREf0zHfslSfJbyKYKlwejp9gwA09NwG/gFoXNoBD45++QxAu82aoMGfkFmxfWMey+sSFmOdDEdvhJfjPYZY9b2ADCsUjckq9Pxb/ZDVHENQmPvqmb3QUREZUsv9164nfsvNHiSMimR2KzCBxFZIGFuT0eHQERERGWMXZ7G62wkggz18CpqilVxEGtxDafxiscA/KX6C3sf78GvWZtQS+xocgotAAyr1QQv12z8//2bnzrrKnHFm35vQSNqtKlY5qrlUQkrG7xRoj6IiKhsUUpcMcF3Iu6o70CEiGrVqjk6JCIiIiIiKgFO9hWjqFRTQRDQVOiBcLEhduFLfJKyGM0UzRClbI3dWbvhczMbY8J7AHiSqmuK4ib5DFN3C+/DvEk63djy+zelD910YN2UXkA/lcwwtVP3/Swu3U23H8MUN71tjaSW6qYNA/rplc6Q0msPpel9sncslu7PnO10z8mjRtoVl/auy1i6vKnpqYafnQJMjMfStFbDlFRL01wtTce1lL3Tf63pvuYegIJ104iIiIiIqGzhZF8JVRAqob84FY+8dmFrxhY80DyAQlCglntFR4dGRERksvt59yGDTPvUVCIiIiIiKps42WcFgiBBW9d2aKWMwoWc86joUgnN/NWODouIiMhk93LvIUAayJp9RERERERlHCf7rMhFcEFDRaP/f2Xa03iJiIhKg3t5SQh0CXB0GEREREREVELldrKvYuBiCIKywHLD+lbG6ijp1pTSrWFnD4Z18kytZxVRxfqxGI5dNzZT37/iWKt+ly7dWmmGLK25VpJ+yHaMHSNDZaUuYGlmrA6hybUHrfAZdzTDuofGxm6s1p+p9fwMr4vmXGMB4F7ePTRSNDZrGyIiIiIiKn2Yq0NERFTO5Yl5eJj3EIHSIEeHQkREREREJcTJPiIionLuQd4D5CEPQdJAR4dCREREREQlVG7TeFuog+AiFEyNMjVdyh7u3NB/IqJh6m5RDNPB7D0m/bReE1P2Cmynz3DseulpBqlruuM3OWUQ+il35qR92oLu/p0xzdOQvVOhdc8Lw1RLU9/7GJc1Ra4z7NNUznKsLR2H3nlg5LNr6TXN2HEx51ph6T5MPS8MY9G9phmO3Vj6r+G10Vhab2LeXQBAsEuISTESEREREVHpxTv7iIiIyrnE3EQoBAV8Jb6ODoWIiIiIiEqIk31ERETlXGJeIoKkwRAEwdGhEBERERFRCZXbNF5HyNNoIJWUbH5VI2ogERw7R5snaiB1cAxERGQ9ibl3EexinVRmIiJyDglzexa5Tq1WY9u2bTg3LQYymcyOURERkSnK7WTfpkeD4OXlBcB4nShTa0MZ1pTTrT935VoFzL+6Eam5mXARpBheKRq1PcPMivefjH8xNXkuYgMjMaxSN5Pr9xkKDb8DANh0/SKei6hT6Lp8hjUDs/JUmHF5HU6nXUVdWX086/EsqsgiLIrjmvoafs/chuFeI6CUKIttr/t+/pR4GJ5pDVFDXqPQtqYeM8NaV8Zqdllag81SzlK7zVS64zWs3+fI+onG6vIZO8/qqyz7XFhaB9BZzhdj4zC1np8h3ffNsH/dPg3fX0tr+FnjWBie87qxGF63dOM2VusPQIEafrr+FZPgr26MC6qi2xARERERUdnA27PsYMPdQzj86AL+Tk9AXNo1TLu81uw+pl76DsnqDKSpiy6wbo5Ffx/B2YdJZm3zv9t7kazOgI+LO87lnMXylGVm7/ed+29hX9Y+fPJoEeJUZ7A1c4tZ219Mv4nlN37DlsxfkZqXavb+iYhI32MxA4+RBj/w4RxERERERM6Ak3128G/2A1R3f3KXnAYiHqjTkSdqTN4+T9TgoTodGmiw68EZ/HbvT6vElfQ4w7z2qke4nf0Ani5uECHikeYRNGaMQyNqkKJJwdr0/+Gx+OSOkwd5982K4V5OKpQSGSIVkfCWepu1LRERFZSKJ3/48eFkHxERERGRUyi3abzWcEEnJapuoP4dd7pptpHe1bHv4d+o6hoMTxdXhCj9zKp5JxUkaOZdHadSr0AiSLD4+iZ8XKG5yfWVDGMDADcXGer7BSGw2l3tsntXjf+i18KnFg4kn8ODnDQESoMQKA2ARJDopdgWp5nqyTiAJxOfDRQNtetMSU32yJPjRXcZAjJ64IJ5c5UlopseV1bSKc1Jfy1NcduDsWNoLH3T1BRxQ4V9BgtlJM3SMDVYN0XT0vRfY0rbOWGLeIyljzuSsXRjY4pLRdY9Z3TP5UykAAA8wCfxEhERERE5A0722UGMf1MAwImUeAQr/DCkYiez+5haYyD+d3sfHuSkoql3dQRlBJUopuVtn0GwmweAdJO30R2HR3YVxLp3N3u/H9UYgLW39+OuKhlVc1ugtbKNWdv7Sf3Q0a2jXSf6iIicWSZSIECAK7wcHQoREREREVkBJ/vsQBAExAZEIjYg0uI+XKUKjKocq319PVMoUUzVvf3M3kZ3HJY+IMRNqsTI/x+HpX0QEZH1ZCEFrvBy+JPeiYiIiIjIOvjNnoiIqBzLRCrc4ePoMIiIiIiIyEp4Z5+BAvWtdGoeGdbrMrUOl7E72Mypd6fbT8HtdPZRoO6XaXHq1u8rTmj4He2/79wINXk7S10wUsvMUobHU7eelaMZq9Flau0yc+p+2aJeWWmr+WZrJtflM6MPY+e9sfqBuueypTUIjdUBtBbD621pOmdMrc9oi+uGPeoH6sZ9N+8hmsbUxqLt/W2+XyIiIiIisj3e2UdERFSO5SAVQUElqwNLRERERESlByf7iIiIyqls8RFSkYCGDRsW35iIiIiIiMoEpvHC9NSxAmltOil21kjhK46xlF/9dfZ98IVuSi9gn7ReY6lzpqbfGdvO0tQ8w/Q7W6Ql6u6jNKU9lqZYzGEszdUZGft86F3HbJA6X4DBe2+N1OECpRh0GDtHDdfpxmLONaW0fj6LckPcASlkGDFihKNDISIiIgIAJMzt6egQiMo83tlHRERUDuWIGfhX3I8woQu8vb0dHQ4REREREVkJJ/uIiIjKoZviLogQES5EOzoUIiIiIiKyIk72ERERlUNJ4p8IEVpCLng6OhRyIsnJyRg0aBC8vLzg4+OD4cOHIyMjw+g2HTt2hCAIev+NHj1ar83NmzfRs2dPuLm5ITAwEO+88w5yc3NtORQiIiKiMos1+8ywI/cVvde6tZlG3ovQW6db++qC0dpX+jWrjNXlM6yNV5TrCab3qeve1RCT2hmyR42+AjUR7VFPrAiGNd6M1QgzrOGny9T6Ycb6MFYj0Nh2xpTmOmOGsVk6RlOZU6vtgp1reJpaV9LkGn1mrAOKu66ZxtL6moZ03wtzPp/G6F7vDc8zW9d5NPYZNHbOmxuXC1whQjRrG6LiDBo0CHfv3sWuXbugVqsxbNgwjBo1CuvWrTO63ciRIzFjxgztaze3p9eYvLw89OzZE8HBwThy5Aju3r2LoUOHQiaTYfbs2TYbCxEREVFZVW4n+9LS0krcR0xsRe2/q+X66K3z93r6S2y1NEWRfei2AwBlQNGHRPR3Nykuf5cKRfZp2MfjoICn/76r/54oq1U2aX/KEF+T2hnyr2Z5jShj76k1yAXTJzK8pFKL9mHqOah7npnTpznbFdWHIxiL2zA2S8eoq3qeT5HrwkS5RX0afq4tZew8N/UcNTaGksRp68+gOYy9F7qfT0vPbcPzzNg5Y439mROLLmNxFUZ1uS3yNGo0rVXB4Z/7wpTGmMi4ixcvYvv27fjzzz/RrFkzAMDSpUvRo0cPLFy4EKGhRf9x0M3NDcHBhU9Y79y5ExcuXMDu3bsRFBSExo0bY+bMmXjvvfcwbdo0yOWWXauJiIiInFW5m+yTy+UIDg5GWFiYVfvdaNXeqDzYaIN6+Nbo0xZxWUtpjo1KP3ufP2XlfD106XvMLaWxBgcHcyKnDDl69Ch8fHy0E30A0LVrV0gkEhw/fhzPPfdckduuXbsW3333HYKDg9GrVy9MmTJFe3ff0aNH0aBBAwQFBWnbx8TEYMyYMTh//jyaNGlSaJ8qlQoqlUr7On8CWa1WQ61Wl2islsrfr6P2b2+lYbwKqeV3MJsTtyVjLUls5u7L2krDsbUnZxuvsXNPIRH1/r8wzvI+ADy2hpzlfQCc79gC5o1FEEWx3OXwZGdnIycnx9FhEBERkRFyuRxKpdLRYZCJZs+ejW+++Qbx8fF6ywMDAzF9+nSMGTOm0O1WrlyJ8PBwhIaG4u+//8Z7772HFi1a4OeffwYAjBo1Cjdu3MCOHTu022RlZcHd3R3btm1D9+7dC+132rRpmD59eoHl69at00sTJiIiIioLsrKyMHDgQKSmpsLLy8to23J3Zx8AKJVK/vJAREREZIJJkyZh3rx5RttcvHjR4v5HjRql/XeDBg0QEhKCLl264OrVq6hWrZrF/U6ePBkTJ07Uvk5LS0NYWBiio6OL/YJsK2q1Grt27UK3bt0gk8kcEoM9lYbx1p+2o/hGRTg3LcbktqVhrPbE8ZZtxj4XComImc00mHJSApVGKLSNOZ+N0o7HVh+PbelmTpmbcjnZR0RERESmeeutt/DKK68YbVO1alUEBwfj3r17estzc3ORnJxcZD2+wrRs2RIAcOXKFVSrVg3BwcE4ceKEXpukpCQAMNqvQqGAQlGwvqhMJnP4l/7SEIM9OXK8qrzCf6E1hSUx89g6N2cZb/ysZ4pcp1arsW3bNpz6KNYpxmoqZzm2plzzVBqhyHbO8B4YcpZjC5h3fDjZR0RERERFCggIQEBAQLHtoqKikJKSglOnTiEyMhIAsHfvXmg0Gu0Enini4uIAACEhIdp+Z82ahXv37iEwMBAAsGvXLnh5eaFu3bpmjoaIiIjI+UkcHQARERERlX116tRBbGwsRo4ciRMnTuDw4cMYN24cXnrpJe2TeG/fvo3atWtr79S7evUqZs6ciVOnTiEhIQGbN2/G0KFD0b59ezRs2BAAEB0djbp162LIkCH466+/sGPHDnz44YcYO3ZsoXfuEREREZV3nOwjIiIiIqtYu3YtateujS5duqBHjx5o27YtVq5cqV2vVqsRHx+PrKwsAE8ewrJ7925ER0ejdu3aeOutt/DCCy9gy5Yt2m2kUim2bt0KqVSKqKgoDB48GEOHDsWMGTPsPj4iIiKisoBpvERERERkFX5+fli3bl2R66tUqQJRFLWvw8LCcODAgWL7DQ8Px7Zt26wSIxEREZGz4519TubgwYPo1asXQkNDIQgCfvnlF731GRkZGDduHCpVqgRXV1fUrVsXK1as0GuTnZ2NsWPHokKFCvDw8MALL7ygLYSdb/PmzahZsyZq1aqFrVu32npYRDZh7POiVqvx3nvvoUGDBnB3d0doaCiGDh2KO3fu6PWRnJyMQYMGwcvLCz4+Phg+fDgyMjL02nz55ZcIDw9HkyZNcPz4cQBPPosymQzr16/Xa/vSSy9BEAQkJCToLa9SpQqmTJlivcET2djt27cxePBgVKhQAa6urmjQoAFOnjypXS+KIj766COEhITA1dUVXbt2xeXLl/X6OHr0KBo3bowqVapg1apV2uWtWrXC6NGj9dquWLECgiBgzZo1estfeeUVtGvXzvoDJCIiIiIqpTjZ52QyMzPRqFEjLFu2rND1EydOxPbt2/Hdd9/h4sWLmDBhAsaNG4fNmzdr27z55pvYsmULNmzYgAMHDuDOnTt4/vnntetVKhXGjh2L5cuX4/PPP8eYMWOQk5Nj87ERWZuxz0tWVhZOnz6NKVOm4PTp0/j5558RHx+P3r1767UbNGgQzp8/j127dmHr1q04ePAgRo0apV1/8+ZNzJ8/H+vXr8cHH3yAYcOGAQA8PDzQrFkz7N+/X6+//fv3IywsTG/59evXcePGDXTu3Nl6gyeyoUePHqFNmzaQyWT4/fffceHCBSxatAi+vr7aNvPnz8dnn32GFStW4Pjx43B3d0dMTAyys7O1bYYPH44pU6Zg3bp1mDNnDm7dugUA6NSpU4HPzr59+wp8doAnnyl+doiIiIioPGEar5Pp3r07unfvXuT6I0eO4OWXX0bHjh0BAKNGjcJ///tfnDhxAr1790ZqaipWrVqFdevWaX85Wr16NerUqYNjx46hVatWUKlUkEqlaNy4MQDAxcUFKpUKcrnc1sMjsipjnxdvb2/s2rVLb9nnn3+OFi1a4ObNm6hcuTIuXryI7du3488//0SzZs0AAEuXLkWPHj2wcOFChIaGIi0tDT4+PmjYsCGCg4Px+PFjbX+dOnXCzz//rH198eJFZGdn4z//+Q/279+PV155BcCTyQqFQoGoqCgrvwNEtjFv3jyEhYVh9erV2mURERHaf4uiiCVLluDDDz/Es88+CwD49ttvERQUhF9++QUvvfQSgCcT8k2bNkVgYCB8fX2Rnp4O4MlnZ+7cuUhMTERwcDAA4MCBA/joo48wf/587X7yJ8o7depk8zETEREREZUWvLOvnGndujU2b96M27dvQxRF7Nu3D5cuXUJ0dDQA4NSpU1Cr1ejatat2m9q1a6Ny5co4evQoAMDLywvDhg1DSEgIQkNDMWbMGHh6ejpkPET2lJqaCkEQ4OPjA+BJiqGPj492og8AunbtColEok3XrV+/Pho2bAhvb2/Uq1cPH3/8sbZtp06dEB8fj7t37wJ4cmdS27Zt0blzZ727k/bt24eoqCgolUrbD5LICjZv3oxmzZqhb9++CAwMRJMmTfDll19q11+/fh2JiYl6P2u8vb3RsmVL7c8aAPjoo49Qp04deHt7o1WrVqhbty4AaO8a3LdvHwDgwoULePz4MYYPH46HDx/i+vXrAJ58dpRKJSfKiYiIiKhc4WRfObN06VLUrVsXlSpVglwuR2xsLJYtW4b27dsDABITEyGXy7WTGfmCgoKQmJiofT116lQ8ePAADx8+xLvvvmvPIRA5RHZ2Nt577z0MGDAAXl5eAJ58XgIDA/Xaubi4wM/PT+/zsmrVKiQlJeHhw4cYNGiQdnmbNm0gl8u1E3v79+9Hhw4dEBkZiQcPHmgnLA4cOMA7k6hMuXbtGr744gvUqFEDO3bswJgxY/DGG2/gm2++AQDt5yMoKEhvO8OfNfmTd/fv38fSpUu1y93d3dGiRQu9z07btm2hUCjQunVrveVRUVFQKBQ2HC0RERERUenCyb5yZunSpTh27Bg2b96MU6dOYdGiRRg7dix2795tdl/e3t68o4/KBbVajX79+kEURXzxxRcW9ZH/kAJdbm5uaN68uXZi4sCBA+jYsSNcXFy0ExbXrl3DzZs3OdlHZYpGo0HTpk0xe/ZsNGnSBKNGjcLIkSMLPBDKFO7u7nq1/vJ17NhRb1IvvzxFhw4d9Jbzs0NERERE5Q0n+8qRx48f4/3338fixYvRq1cvNGzYEOPGjUP//v2xcOFCAEBwcDBycnKQkpKit21SUpK2LhJReZI/0Xfjxg3s2rVLe1cf8OTzcu/ePb32ubm5SE5ONvnz0qlTJ+zbtw/nz5/H48eP0bRpUwBPJiz27duHffv2wc3NDS1btrTeoIhsLCQkRJtym69OnTq4efMmAGg/H4ZPejfnZ02nTp1w6dIl3L59W3tXLPB0su/q1au4desWH85BREREROUOJ/vKEbVaDbVaDYlE/7BLpVJoNBoAQGRkJGQyGfbs2aNdHx8fj5s3b7LmEZU7+RN9ly9fxu7du1GhQgW99VFRUUhJScGpU6e0y/bu3QuNRmPy5FynTp1w+fJlrFu3Dm3btoVUKgUAtG/fHgcOHMD+/fu16b5EZUWbNm0QHx+vt+zSpUsIDw8H8ORhHcHBwXo/a9LS0nD8+HGTf9a0bt0acrkcy5cvR3Z2NiIjIwEAzZs3x/379/H1119r032JiIiIiMoTPo3XyWRkZODKlSva19evX0dcXBz8/PxQuXJldOjQAe+88w5cXV0RHh6OAwcO4Ntvv8XixYsBPEnNHT58OCZOnAg/Pz94eXlh/PjxiIqKQqtWrRw1LCKbMPZ5CQkJwYsvvojTp09j69atyMvL09YS8/Pzg1wuR506dRAbG6tNT1Sr1Rg3bhxeeuklhIaGmhRD69atoVAosHTpUnzwwQfa5S1atMC9e/fw66+/YvLkydYdOJGNvfnmm2jdujVmz56Nfv364cSJE1i5ciVWrlwJABAEARMmTMDHH3+MGjVqICIiAlOmTEFoaCj69Olj0j5cXV3RqlUrLF26FG3atNFOlMvlcr3lMpnMVsMkIiIiIiqVeGefkzl58iSaNGmCJk2aAAAmTpyIJk2a4KOPPgIArF+/Hs2bN8egQYNQt25dzJ07F7NmzcLo0aO1fXzyySd45pln8MILL6B9+/YIDg7Gzz//7JDxENmSsc/L7du3sXnzZvz7779o3LgxQkJCtP8dOXJE28fatWtRu3ZtdOnSBT169EDbtm21ExqmUCqVaNWqFdLT07U1xwBAoVBol7PmGJU1zZs3x6ZNm/D999+jfv36mDlzJpYsWaL3gJp3330X48ePx6hRo9C8eXNkZGRg+/btZj11ulOnTgU+O8CTVF5+doiIiIiovOKdfU6mY8eOEEWxyPXBwcFYvXq10T6USiWWLVuGZcuWWTs8olKluM+LsXX5/Pz8sG7duhLFkf8wAUP79u0rUb9EjvTMM8/gmWeeKXK9IAiYMWMGZsyYYfE+pk2bhmnTphVYPnXqVEydOtXifomIiIiIyjLe2UdEREREREREROQkONlHRERERERERETkJDjZR0RERERERERE5CQ42UdEREREREREROQkONlHRERERERERETkJDjZR0RERERERERE5CQ42UdEREREREREROQkONlHRERERERERETkJDjZR0RERERERERE5CQ42UdEREREREREROQkONlHRERERERERETkJDjZR0RERERERERE5CQ42UdEREREREREROQkONlHRERERERERETkJDjZR0RERERERERE5CQ42UdEREREVpGcnIxBgwbBy8sLPj4+GD58ODIyMopsn5CQAEEQCv1vw4YN2naFrV+/fr09hkRERERU5rg4OgAiIiIicg6DBg3C3bt3sWvXLqjVagwbNgyjRo3CunXrCm0fFhaGu3fv6i1buXIlFixYgO7du+stX716NWJjY7WvfXx8rB4/ERERkTPgZB8RERERldjFixexfft2/Pnnn2jWrBkAYOnSpejRowcWLlyI0NDQAttIpVIEBwfrLdu0aRP69esHDw8PveU+Pj4F2hIRERFRQZzsIyIiIqISO3r0KHx8fLQTfQDQtWtXSCQSHD9+HM8991yxfZw6dQpxcXFYtmxZgXVjx47FiBEjULVqVYwePRrDhg2DIAhF9qVSqaBSqbSv09LSAABqtRpqtdqcoVlN/n4dtX97Kw3jVUhFi7c1J+7SMFZ74nidV3kaK+B84zV2zVNIRL3/L4yzvA+A8x1bwLyxCKIoWv4TkIiIiIgIwOzZs/HNN98gPj5eb3lgYCCmT5+OMWPGFNvH66+/jv379+PChQt6y2fOnInOnTvDzc0NO3fuxNSpUzF//ny88cYbRfY1bdo0TJ8+vcDydevWwc3NzcRREREREZUOWVlZGDhwIFJTU+Hl5WW0Le/sIyIiIqIiTZo0CfPmzTPa5uLFiyXez+PHj7Fu3TpMmTKlwDrdZU2aNEFmZiYWLFhgdLJv8uTJmDhxovZ1WloawsLCEB0dXewXZFtRq9XYtWsXunXrBplM5pAY7Kk0jLf+tB0Wb3tuWozJbUvDWO2J43Ve5WmsgPON19g1TyERMbOZBlNOSqDSFH5nvDnXvdLO2Y4t8DRLwRSc7CMiIiKiIr311lt45ZVXjLapWrUqgoODce/ePb3lubm5SE5ONqnW3saNG5GVlYWhQ4cW27Zly5aYOXMmVCoVFApFoW0UCkWh62QymcO/9JeGGOzJkeNV5RWd6l0cS2LmsXVu5Wm85WmsgPOM15RrnkojFNnOGd4DQ85ybAHzjg8n+4iIiIioSAEBAQgICCi2XVRUFFJSUnDq1ClERkYCAPbu3QuNRoOWLVsWu/2qVavQu3dvk/YVFxcHX1/fIif6iIiIiMozTvYRERERUYnVqVMHsbGxGDlyJFasWAG1Wo1x48bhpZde0j6J9/bt2+jSpQu+/fZbtGjRQrvtlStXcPDgQWzbtq1Av1u2bEFSUhJatWoFpVKJXbt2Yfbs2Xj77bftNjYiIiKisoSTfURERERkFWvXrsW4cePQpUsXSCQSvPDCC/jss8+069VqNeLj45GVlaW33ddff41KlSohOjq6QJ8ymQzLli3Dm2++CVEUUb16dSxevBgjR460+XiIiIiIyiJO9hERERGRVfj5+WHdunVFrq9SpQpEUSywfPbs2Zg9e3ah28TGxiI2NtZqMVL5kjC3p6NDICIisjuJowMgIiIiIiIiIiIi6+BkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERERGRk+BkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERERGRk+BkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERERGRk3Cxx06ys7ORk5Njj10RERER2YRcLodSqXR0GERERERERtl8si87OxturoEQkW7rXRERERHZTHBwMK5fv84JPyIiIiIq1Ww+2ZeTkwMR6XBXTIIAha135zAt1EGODsGm6mic+xeb2gGPHR2CzYVXTnJ0CDYVUjnR0SHYlH+Ec48PADyrOfc5Kq390NEh2Fx6Q7WjQ7CZ9DQN6lW7hZycHE72EREREVGpZpc0XgAQoIAgOO+XYxfB1dEh2JTCycfnWg6qV7q7OO/nDwA8ZHJHh2BTXgqZo0OwOU9Xu/1Icgipu9TRIdic4JXn6BCIiIiIiMq9cjDFQUREREREREREVD44920URERERERERETlQMLcnkWuU6vV2LZtG85Ni4FM5vxZQ+Ud7+wjIiIiIiIiIiJyEpzsIyIiIiIiIiIichKc7CMiIiIiIiIiInISnOwjIiIiIiIiIiJyEpzsIyIiIiIiIiIichKc7CMiIiIiIiIiInISnOwjIiIiIiIiIiJyEpzsIyIiIiIiIiIichKc7CMiIiIiIiIiInISnOwjIiIiIiIiIiJyEi722pEIFSDaa2/2lys+dnQINqUSnfjgAXisce7jBwCZudmODsGmMtQ5jg7BppQqtaNDsDnxca6jQ7ApaWaeo0OwufQ0jaNDsBlnHlt5If7/d5m0tDSHxaBWq5GVlYW0tDTIZDKHxWEv5Wm85WmsAMfrzMrTWIHyNd7yNFbAOceb/x1GNGF+xuaTfaIowsPDAxkZc229K4fa6+gAbMzZx4f7jg7ADpx9jKccHQAROTsPDw+TvlxR6ZSeng4ACAsLc3AkRERERJZLT0+Ht7e30TY2n+wTBAEZGRm4desWvLy8bL07soG0tDSEhYXxGJZhPIZlG49f2cdjWPblH0NBEBwdClkoNDQUt27dgqenp8OOY3m7FpSn8ZansQIcrzMrT2MFytd4y9NYAeccryiKSE9PR2hoaLFt7ZbG6+Xl5TRvcHnFY1j28RiWbTx+ZR+PIZHjSCQSVKpUydFhACh/14LyNN7yNFaA43Vm5WmsQPkab3kaK+B84y3ujr58fEAHERERERERERGRk+BkHxERERERERERkZOw+WSfQqHA1KlToVAobL0rshEew7KPx7Bs4/Er+3gMyz4eQ7KG8nYelafxlqexAhyvMytPYwXK13jL01iB8jdeQ4LIx8oRERERERERERE5BabxEhEREREREREROQlO9hERERERERERETkJTvYRERERERERERE5CU72EREREREREREROQlO9hERERERERERETkJq0z2LVu2DFWqVIFSqUTLli1x4sQJo+03bNiA2rVrQ6lUokGDBti2bZs1wqASMOcYfvnll2jXrh18fX3h6+uLrl27FnvMyfbM/RzmW79+PQRBQJ8+fWwbIBll7vFLSUnB2LFjERISAoVCgZo1a/Ja6mDmHsMlS5agVq1acHV1RVhYGN58801kZ2fbKVoydPDgQfTq1QuhoaEQBAG//PJLsdvs378fTZs2hUKhQPXq1bFmzRqbx0mOV9y5kpSUhFdeeQWhoaFwc3NDbGwsLl++rF2fkJAAQRAK/W/Dhg3adm+88QYiIyOhUCjQuHFjO42uIHuNN9/Dhw9RqVIlCIKAlJQUG49Onz3GumbNmiLb3Lt3z57DLfF4ASAxMRFDhgxBcHAw3N3d0bRpU/z00096bZKTkzFo0CB4eXnBx8cHw4cPR0ZGhq2Hp8deY+3duzcqV64MpVKJkJAQDBkyBHfu3LH18Aqw13gB4LfffkPLli3h6uoKX19fh/xOYa/xnj59Gt26dYOPjw8qVKiAUaNGlclz+erVq3juuecQEBAALy8v9OvXD0lJSdr1CQkJGD58OCIiIuDq6opq1aph6tSpyMnJsccQ9dhjvABQpUqVAtfkuXPn2np4NlXiyb4ffvgBEydOxNSpU3H69Gk0atQIMTExRf6wOnLkCAYMGIDhw4fjzJkz6NOnD/r06YNz586VNBSykLnHcP/+/RgwYAD27duHo0ePIiwsDNHR0bh9+7adI6d85h7DfAkJCXj77bfRrl07O0VKhTH3+OXk5KBbt25ISEjAxo0bER8fjy+//BIVK1a0c+SUz9xjuG7dOkyaNAlTp07FxYsXsWrVKvzwww94//337Rw55cvMzESjRo2wbNkyk9pfv34dPXv2RKdOnRAXF4cJEyZgxIgR2LFjh40jJUczdq6Ioog+ffrg2rVr+PXXX3HmzBmEh4eja9euyMzMBACEhYXh7t27ev9Nnz4dHh4e6N69u15/r776Kvr372+XcRXFnuMFgOHDh6Nhw4Y2H1dh7DHW/v37F2gTExODDh06IDAwsEyNFwCGDh2K+Ph4bN68GWfPnsXzzz+Pfv364cyZM9o2gwYNwvnz57Fr1y5s3boVBw8exKhRo+wyxnz2GmunTp3w448/Ij4+Hj/99BOuXr2KF1980S5j1GWv8f70008YMmQIhg0bhr/++guHDx/GwIED7TJGXfYY7507d9C1a1dUr14dx48fx/bt23H+/Hm88sor9homgJKPNTMzE9HR0RAEAXv37sXhw4eRk5ODXr16QaPRAAD++ecfaDQa/Pe//8X58+fxySefYMWKFQ75nmqP8eabMWOG3rV5/PjxdhmjzYgl1KJFC3Hs2LHa13l5eWJoaKg4Z86cQtv369dP7Nmzp96yli1biq+99lpJQyELmXsMDeXm5oqenp7iN998Y6sQqRiWHMPc3FyxdevW4ldffSW+/PLL4rPPPmuHSKkw5h6/L774QqxataqYk5NjrxCpGOYew7Fjx4qdO3fWWzZx4kSxTZs2No2TTANA3LRpk9E27777rlivXj29Zf379xdjYmJsGBmVNobnSnx8vAhAPHfunHZZXl6eGBAQIH755ZdF9tO4cWPx1VdfLXTd1KlTxUaNGlkr5BKx9XiXL18udujQQdyzZ48IQHz06JE1wzeLPY6tKIrivXv3RJlMJn777bdWidtSlo7X3d29QOx+fn7aNhcuXBABiH/++ad2/e+//y4KgiDevn3bRqMxzlZjLcyvv/4qCoLg0O9sthqvWq0WK1asKH711Ve2HYCZbDXe//73v2JgYKCYl5enXf/333+LAMTLly/baDTGWTLWHTt2iBKJRExNTdW2SUlJEQVBEHft2lXkvubPny9GRERYfxBmsOV4w8PDxU8++cTmY7CnEt3Zl5OTg1OnTqFr167aZRKJBF27dsXRo0cL3ebo0aN67QEgJiamyPZkW5YcQ0NZWVlQq9Xw8/OzVZhkhKXHcMaMGQgMDMTw4cPtESYVwZLjt3nzZkRFRWHs2LEICgpC/fr1MXv2bOTl5dkrbNJhyTFs3bo1Tp06pU31vXbtGrZt24YePXrYJWYqOX6focKoVCoAgFKp1C6TSCRQKBQ4dOhQoducOnUKcXFxZfLnsTXHe+HCBcyYMQPffvstJJLSV1bcVsf222+/hZubm0Pu/jLG1PG2bt0aP/zwA5KTk6HRaLB+/XpkZ2ejY8eOAJ5cK318fNCsWTPtNl27doVEIsHx48ftM5hiWGushpKTk7F27Vq0bt0aMpnMpmMwh7XGe/r0ady+fRsSiQRNmjRBSEgIunfvXuoy9qw1XpVKBblcrnd9cnV1BYAirwH2ZspYVSoVBEGAQqHQtlEqlZBIJEbHkZqaWup+37f2eOfOnYsKFSqgSZMmWLBgAXJzc+0wCtsp0U/SBw8eIC8vD0FBQXrLg4KCkJiYWOg2iYmJZrUn27LkGBp67733EBoaWuCXHrIPS47hoUOHsGrVKnz55Zf2CJGMsOT4Xbt2DRs3bkReXh62bduGKVOmYNGiRfj444/tETIZsOQYDhw4EDNmzEDbtm0hk8lQrVo1dOzYkWm8ZUhR32fS0tLw+PFjB0VFjla7dm1UrlwZkydPxqNHj5CTk4N58+bh33//xd27dwvdZtWqVahTpw5at25t52hLzlrjValUGDBgABYsWIDKlSvbK3yz2OrYrlq1CgMHDtROGpQWpo73xx9/hFqtRoUKFaBQKPDaa69h06ZNqF69OoAn10rD9GQXFxf4+fmVmt//rDXWfO+99x7c3d1RoUIF3Lx5E7/++qu9h2SUtcZ77do1AMC0adPw4YcfYuvWrfD19UXHjh2RnJzskLEVxlrj7dy5MxITE7FgwQLk5OTg0aNHmDRpEgAUeQ2wN1PG2qpVK7i7u+O9995DVlYWMjMz8fbbbyMvL6/IcVy5cgVLly7Fa6+9Zs/hFMua433jjTewfv167Nu3D6+99hpmz56Nd99911FDs4rS92czKlPmzp2L9evXY9OmTXoz6lR6paenY8iQIfjyyy/h7+/v6HDIAhqNBoGBgVi5ciUiIyPRv39/fPDBB1ixYoWjQyMT7d+/H7Nnz8by5ctx+vRp/Pzzz/jtt98wc+ZMR4dGRCUgk8nw888/49KlS/Dz84Obmxv27duH7t27F3q32uPHj7Fu3boyeVcfYL3xTp48GXXq1MHgwYPtFbrZbHFsjx49iosXL5bK42/qeKdMmYKUlBTs3r0bJ0+exMSJE9GvXz+cPXvWgdGbx9pjfeedd3DmzBns3LkTUqkUQ4cOhSiK9h5Wkaw13vx6Zx988AFeeOEFREZGYvXq1UU+fMdRrDXeevXq4ZtvvsGiRYvg5uaG4OBgREREICgoqNTcjWzKWAMCArBhwwZs2bIFHh4e8Pb2RkpKCpo2bVroOG7fvo3Y2Fj07dsXI0eOtPeQjLLmeCdOnIiOHTuiYcOGGD16NBYtWoSlS5dq7x4si1xKsrG/vz+kUmmBJ5kkJSUhODi40G2Cg4PNak+2ZckxzLdw4ULMnTsXu3fvdlghZTL/GF69ehUJCQno1auXdln+D2sXFxfEx8ejWrVqtg2atCz5DIaEhEAmk0EqlWqX1alTB4mJicjJyYFcLrdpzKTPkmM4ZcoUDBkyBCNGjAAANGjQAJmZmRg1ahQ++OCDUvOlkYpW1PcZLy+vUneHDtlXZGQk4uLikJqaipycHAQEBKBly5Z6aYz5Nm7ciKysLAwdOtQBkVqHNca7d+9enD17Fhs3bgQA7cSIv78/PvjgA0yfPt32AzGBtY/tV199hcaNGyMyMtKWYVusuPFevXoVn3/+Oc6dO4d69eoBABo1aoQ//vgDy5Ytw4oVKxAcHFzgYVW5ublITk4uVb//WWOs+fz9/eHv74+aNWuiTp06CAsLw7FjxxAVFeWQsRXGGuMNCQkBANStW1fbr0KhQNWqVXHz5k37D8oIax3fgQMHYuDAgUhKSoK7uzsEQcDixYtRtWpVh43NkCnXqejoaFy9ehUPHjyAi4sLfHx8EBwcXGAcd+7cQadOndC6dWusXLnS3kMxiTXHq6tly5bIzc1FQkICatWqZY+hWF2JfpuQy+WIjIzEnj17tMs0Gg327NlT5MUsKipKrz0A7Nq1q1Rd/MoTS44hAMyfPx8zZ87E9u3bC/2CQ/Zj7jGsXbs2zp49i7i4OO1/vXv31j5RMiwszJ7hl3uWfAbbtGmDK1eu6D1B6tKlSwgJCeFEnwNYcgyzsrIKTOjlT96Wpr/+U9H4fYaK4+3tjYCAAFy+fBknT57Es88+W6DNqlWr0Lt3bwQEBDggQusqyXh/+ukn/PXXX9rvJV999RUA4I8//sDYsWPtEr85rHFsMzIy8OOPP5bKu/oMFTXerKwsACj051n+d5SoqCikpKTg1KlT2vV79+6FRqNBy5Yt7TQC05VkrIXJX1da7w4qyXgjIyOhUCgQHx+vXa9Wq5GQkIDw8HA7jcA81jq+QUFB8PDwwA8//AClUolu3brZPngzmXKd8vf3h4+PD/bu3Yt79+6hd+/e2nW3b99Gx44dtXdslvY/RJd0vIbi4uIgkUjs/pR0qyrpEz7Wr18vKhQKcc2aNeKFCxfEUaNGiT4+PmJiYqIoiqI4ZMgQcdKkSdr2hw8fFl1cXMSFCxeKFy9eFKdOnSrKZDLx7NmzJQ2FLGTuMZw7d64ol8vFjRs3infv3tX+l56e7qghlHvmHkNDfBqvY5l7/G7evCl6enqK48aNE+Pj48WtW7eKgYGB4scff+yoIZR75h7DqVOnip6enuL3338vXrt2Tdy5c6dYrVo1sV+/fo4aQrmXnp4unjlzRjxz5owIQFy8eLF45swZ8caNG6IoiuKkSZPEIUOGaNtfu3ZNdHNzE9955x3x4sWL4rJly0SpVCpu377dUUMgOynuXPnxxx/Fffv2iVevXhV/+eUXMTw8XHz++ecL9HP58mVREATx999/L3Q/ly9fFs+cOSO+9tprYs2aNbX7VKlUNh2fIXuNV9e+ffsc8jRee471q6++EpVKpUOfOFzS8ebk5IjVq1cX27VrJx4/fly8cuWKuHDhQlEQBPG3337TtouNjRWbNGkiHj9+XDx06JBYo0YNccCAAU431mPHjolLly4Vz5w5IyYkJIh79uwRW7duLVarVk3Mzs52uvGKoij+5z//EStWrCju2LFD/Oeff8Thw4eLgYGBYnJyslOOd+nSpeKpU6fE+Ph48fPPPxddXV3FTz/9tEyNVRRF8euvvxaPHj0qXrlyRfzf//4n+vn5iRMnTtSu//fff8Xq1auLXbp0Ef/991+93/ntzR7jPXLkiPjJJ5+IcXFx4tWrV8XvvvtODAgIEIcOHWrXsVpbiSf7RPHJSV+5cmVRLpeLLVq0EI8dO6Zd16FDB/Hll1/Wa//jjz+KNWvWFOVyuVivXj29DxA5hjnHMDw8XARQ4L+pU6faP3DSMvdzqIuTfY5n7vE7cuSI2LJlS1GhUIhVq1YVZ82aJebm5to5atJlzjFUq9XitGnTxGrVqolKpVIMCwsTX3/9dYf+0lfe5U8uGP6Xf9xefvllsUOHDgW2ady4sSiXy8WqVauKq1evtnvcZH/FnSuffvqpWKlSJVEmk4mVK1cWP/zww0In6CZPniyGhYWJeXl5he6nQ4cOhe7n+vXrNhxdQfYab2H7tPc10Z5jjYqKEgcOHGiroZjEGuO9dOmS+Pzzz4uBgYGim5ub2LBhQ/Hbb7/Va/Pw4UNxwIABooeHh+jl5SUOGzbM7jcJ2GOsf//9t9ipUyfRz89PVCgUYpUqVcTRo0eL//77rz2HKoqi/Y5tTk6O+NZbb4mBgYGip6en2LVrV/HcuXP2GqaWvcY7ZMgQ0c/PT5TL5YWutwdrjPW9994Tg4KCRJlMJtaoUUNctGiRqNFotOtXr15d6D6scK+Y2ewx3lOnToktW7YUvb29RaVSKdapU0ecPXu23SfprU0QReYLEREREREREREROYPSnXhNREREREREREREJuNkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERERGRk+BkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERERGRk+BkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERERGRk+BkHxERERERERERkZPgZB8REREREREREZGT4GQfERERERERkYGOHTuiY8eOjg7D7qZNmwZBEBwdBhGVACf7iKhIa9asgSAI2v9cXFxQsWJFvPLKK7h9+3aB9h07doQgCKhRo0ah/e3atUvb18aNG/XWnT17Fi+++CLCw8OhVCpRsWJFdOvWDUuXLtVrV6VKFb2YdP+LjY213uCJiIiIqABn+3544cIFTJs2DQkJCea9EUREpZiLowMgotJvxowZiIiIQHZ2No4dO4Y1a9bg0KFDOHfuHJRKpV5bpVKJK1eu4MSJE2jRooXeurVr10KpVCI7O1tv+ZEjR9CpUydUrlwZI0eORHBwMG7duoVjx47h008/xfjx4/XaN27cGG+99VaBOENDQ600YiIiIiIyxlm+H164cAHTp09Hx44dUaVKFb11O3fuLO5tcEoffvghJk2a5OgwiKgEONlHRMXq3r07mjVrBgAYMWIE/P39MW/ePGzevBn9+vXTa1utWjXk5ubi+++/1/syl52djU2bNqFnz5746aef9LaZNWsWvL298eeff8LHx0dv3b179wrEU7FiRQwePNhKoyMiIiIic5WH74dyudyq/ZV2mZmZcHd3h4uLC1xcOFVAVJYxjZeIzNauXTsAwNWrVwtdP2DAAPzwww/QaDTaZVu2bEFWVlaBL3/5/dSrV6/AFzkACAwMtE7QeJp2cujQIbzxxhsICAiAj48PXnvtNeTk5CAlJQVDhw6Fr68vfH198e6770IURb0+Fi5ciNatW6NChQpwdXVFZGRkgZQTABAEAePGjcPatWtRq1YtKJVKREZG4uDBg1YbDxEREVFpURa/H65ZswZ9+/YFAHTq1Emb+rt//34ABWv27d+/H4Ig4Mcff8T06dNRsWJFeHp64sUXX0RqaipUKhUmTJiAwMBAeHh4YNiwYVCpVAX2+9133yEyMhKurq7w8/PDSy+9hFu3bhUbb3p6OiZMmIAqVapAoVAgMDAQ3bp1w+nTp/XaHT9+HLGxsfD29oabmxs6dOiAw4cP67XJr8t34cIFDBw4EL6+vmjbtq3eOkvivnz5Ml544QUEBwdDqVSiUqVKeOmll5Camlrs+IjIejhdT0Rmy69p4uvrW+j6gQMHYtq0adi/fz86d+4MAFi3bh26dOlS6Jez8PBwHD16FOfOnUP9+vWL3b9arcaDBw8KLHd3d4erq2ux248fPx7BwcGYPn06jh07hpUrV8LHxwdHjhxB5cqVMXv2bGzbtg0LFixA/fr1MXToUO22n376KXr37o1BgwYhJycH69evR9++fbF161b07NlTbz8HDhzADz/8gDfeeAMKhQLLly9HbGwsTpw4YdI4iYiIiMqKsvj9sH379njjjTfw2Wef4f3330edOnUAQPv/RZkzZw5cXV0xadIkXLlyBUuXLoVMJoNEIsGjR48wbdo0bWpzREQEPvroI+22s2bNwpQpU9CvXz+MGDEC9+/fx9KlS9G+fXucOXOm0MnNfKNHj8bGjRsxbtw41K1bFw8fPsShQ4dw8eJFNG3aFACwd+9edO/eHZGRkZg6dSokEglWr16Nzp07448//iiQRt23b1/UqFEDs2fPLvBHbl2mxJ2Tk4OYmBioVCrt9+3bt29j69atSElJgbe3t9H3lYisSCQiKsLq1atFAOLu3bvF+/fvi7du3RI3btwoBgQEiAqFQrx165Ze+w4dOoj16tUTRVEUmzVrJg4fPlwURVF89OiRKJfLxW+++Ubct2+fCEDcsGGDdrudO3eKUqlUlEqlYlRUlPjuu++KO3bsEHNycgrEFB4eLgIo9L85c+aYNJ6YmBhRo9Fol0dFRYmCIIijR4/WLsvNzRUrVaokdujQQa+PrKwsvdc5OTli/fr1xc6dO+stz4/p5MmT2mU3btwQlUql+NxzzxmNk4iIiKi0crbvhxs2bBABiPv27SuwrkOHDnrfBfPjrF+/vl4cAwYMEAVBELt37663fVRUlBgeHq59nZCQIEqlUnHWrFl67c6ePSu6uLgUWG7I29tbHDt2bJHrNRqNWKNGjQLfdbOyssSIiAixW7du2mVTp04VAYgDBgwo0E/+OnPjPnPmTIHjSESOwTReIipW165dERAQgLCwMLz44otwd3fH5s2bUalSpSK3GThwIH7++Wfk5ORg48aNkEqleO655wpt261bNxw9ehS9e/fGX3/9hfnz5yMmJgYVK1bE5s2bC7Rv2bIldu3aVeC/AQMGmDSe4cOH66UmtGzZEqIoYvjw4dplUqkUzZo1w7Vr1/S21f3L8KNHj5Camop27doVSJ8AgKioKERGRmpfV65cGc8++yx27NiBvLw8k2IlIiIiKo2c7fuhOYYOHQqZTKa3b1EU8eqrrxaI6datW8jNzQUA/Pzzz9BoNOjXrx8ePHig/S84OBg1atTAvn37jO7Xx8cHx48fx507dwpdHxcXh8uXL2PgwIF4+PChtv/MzEx06dIFBw8e1EujBp7cLVgcU+POv3Nvx44dyMrKKrZfIrIdpvESUbGWLVuGmjVrIjU1FV9//TUOHjwIhUJhdJuXXnoJb7/9Nn7//XesXbsWzzzzDDw9PYts37x5c+2Xv7/++gubNm3CJ598ghdffBFxcXGoW7eutq2/vz+6du1q8XgqV66s9zr/i0lYWFiB5Y8ePdJbtnXrVnz88ceIi4vTq8FSWF2TGjVqFFhWs2ZNZGVl4f79+wgODrZ4DERERESO5GzfD81hzndJjUaD1NRUVKhQAZcvX4YoioV+RwSgN4FYmPnz5+Pll19GWFgYIiMj0aNHDwwdOhRVq1YF8KReHgC8/PLLRfaRmpqql2odERFhdJ/5/ZoSd0REBCZOnIjFixdj7dq1aNeuHXr37o3BgwczhZfIzjjZR0TFatGihfZpa3369EHbtm0xcOBAxMfHw8PDo9BtQkJC0LFjRyxatAiHDx8u8IS1osjlcjRv3hzNmzdHzZo1MWzYMGzYsAFTp0612nikUqnJy0Wd2iV//PEHevfujfbt22P58uUICQmBTCbD6tWrsW7dOqvFR0RERFTaOdv3Q3OY810SePp9UqPRQBAE/P7774W2Lep9y9evXz+0a9cOmzZtws6dO7FgwQLMmzcPP//8M7p37669a2/BggVo3LhxoX0Y7sOUetfmxL1o0SK88sor+PXXX7Fz50688cYbmDNnDo4dO2b0rk8isi5O9hGRWaRSKebMmYNOnTrh888/x6RJk4psO3DgQIwYMQI+Pj7o0aOH2fvK/wJ59+5di+O1pp9++glKpRI7duzQ+8v16tWrC22f/9dVXZcuXYKbmxsCAgJsFicRERGRPZXl74eFZWfYSrVq1SCKIiIiIlCzZk2L+ggJCcHrr7+O119/Hffu3UPTpk0xa9YsdO/eHdWqVQMAeHl5WfUuR3PjbtCgARo0aIAPP/wQR44cQZs2bbBixQp8/PHHVouJiIxjzT4iMlvHjh3RokULLFmyBNnZ2UW2e/HFFzF16lQsX74ccrm8yHb79u0r9Olf27ZtAwDUqlWr5EFbgVQqhSAIevX2EhIS8MsvvxTa/ujRo3q1/G7duoVff/0V0dHRRf7ll4iIiKgsKqvfD93d3QEAKSkpVunPmOeffx5SqRTTp08vMDZRFPHw4cMit83Ly0NqaqressDAQISGhmpLy0RGRqJatWpYuHAhMjIyCvRx//59m8adlpamrU+Yr0GDBpBIJHrlb4jI9nhnHxFZ5J133kHfvn2xZs2aIgv7ent7Y9q0acX2NX78eGRlZeG5555D7dq1kZOTgyNHjuCHH35AlSpVMGzYML32t2/fxnfffVegHw8PD/Tp08eS4ZikZ8+eWLx4MWJjYzFw4EDcu3cPy5YtQ/Xq1fH3338XaF+/fn3ExMTgjTfegEKhwPLlywEA06dPt1mMRERERI5SFr8fNm7cGFKpFPPmzUNqaioUCgU6d+6MwMDAYmM0V7Vq1fDxxx9j8uTJSEhIQJ8+feDp6Ynr169j06ZNGDVqFN5+++1Ct01PT0elSpXw4osvolGjRvDw8MDu3bvx559/YtGiRQAAiUSCr776Ct27d0e9evUwbNgwVKxYEbdv38a+ffvg5eWFLVu22CzuvXv3Yty4cejbty9q1qyJ3Nxc/O9//4NUKsULL7xQoveOiMzDyT4issjzzz+v/cvhyJEjS3Sn2sKFC7FhwwZs27YNK1euRE5ODipXrozXX38dH374IXx8fPTax8XFYciQIQX6CQ8Pt+lkX+fOnbFq1SrMnTsXEyZMQEREBObNm4eEhIRCJ/s6dOiAqKgoTJ8+HTdv3kTdunWxZs0aNGzY0GYxEhERETlKWfx+GBwcjBUrVmDOnDkYPnw48vLysG/fPptM9gHApEmTULNmTXzyySfaPwCHhYUhOjoavXv3LnI7Nzc3vP7669i5c6f26bjVq1fH8uXLMWbMGG27jh074ujRo5g5cyY+//xzZGRkIDg4GC1btsRrr71m07gbNWqEmJgYbNmyBbdv34abmxsaNWqE33//Ha1atbJ430RkPkEs7N5oIiIqEUEQMHbsWHz++eeODoWIiIiIiIjKEdbsIyIiIiIiIiIichKc7CMiIiIiIiIiInISnOwjIiIiIiIiIiJyEnxABxGRDbAcKhERERERETkC7+wjIiIiIiIiIiJyEuXyzr7s7Gzk5OQ4OgwiIiIyQi6XQ6lUOjoMchIajQZ37tyBp6cnBEFwdDhEREREZhFFEenp6QgNDYVEYvzevXI32ZednY2ISiFIfJji6FCIiIjIiOCgIFxPSOCEH1nFnTt3EBYW5ugwiIiIiErk1q1bqFSpktE25W6yLycnB4kPU5Dw/RJ4ubk6OhwgM92MthlFr8tIK3qdh5dp/RvrwxxZmSbuz8h4AIhZWSXfhyE39yJXCW5ulvVpKQ+PotcZidP0/o0cd3cj+3b31HspuHkW0dA4Mcucc9tIW1PPe8Px6q4zPF+MnHtGzztTGewvLy1b++/cjGz9dTqv1RkqAECSWo2ViY+w+t4jvOTvjRnhQVj4732sTHqEqWGBeDnQFwDwZ8Zj9I+/id1bf0HzyKYlj7uU2/r7dowa/ybClVJ817sVwr1M+5yocvMw88h5fHHmqt7yWr6eiH+Ujhq+HtjzUie4y4v4kWjkeqN7bHXN/Os6lv5zCz9//x26dGyvt+7QkWPo+UI/fNGkGp4NrQAAUDas8bRBYJB+Z6Zew419roECn21HMuW6kpaZhfA+I5CTk8PJPrIKT88n592tW7fg5WXi58rK1Go1du7ciejoaMhkMofEYE/labzlaawAx+vMytNYgfI13vI0VsA5x5uWloawsDDtdxpjyt1kXz4vN1d4uTtosi9DZ2JDzDV9Ozcjv+zkqSzbzlgfxiZZjFHKTWznp//acALGWD9+PmaFVChjk222YPiLuKe3idtZ6Rd0j6L7EdxK/kuPmGUwWWzs85VhMLmnO/FuOPFn7PzVXZeeqr/OVfH03xq1/rpcI+eWznknZpoxqazbVq7/wyRPrvM599M/D3JlTy/Dj7OftPN0kWJ+RAjqyOSYdDsJ6Tl5+PnGNbh+8BFmrliJ0HffR8x/l6OhVA5/FynG9OmLT3z84fn/t3K3v37e9LhLqRstWzz9tyoH30vUWBF/G89VDsDXz7eFh9y0H9iC+5MJwaV92uM/sa1xOzUTmTlq+Lsr0aJyMFIeq+Ahl8FFauQ2eINrk3jvnvbfescWQG76k8m/2bUq4di/DzBjxAi0rRcBQRDgv/cIAKBHbDT61KmM6ZfvoG9MS/i4KoDqtYrev7FrgJU+17qfX0uvBwWuAUYV/bPPGtcjosLkp+56eXk5dLLPzc0NXl5eTvOLhzHlabzlaawAx+vMytNYgfI13vI0VsC5x2tKORI+oIOIqJTq5+uNLyqHYntaBr5c/Q3mz5qBnrHReG38BGxNTYerRIL/VamExLxcvJPyAGkajaNDtqojGVkYceM2Ol5OwIaEe5jTtDrWta9v8kSfoer+PuhQrSJ61KmCFpWDAQA+rgrjE30WEgQB/wn1R1xmNv7OKnj336c9WiFTnYuPD/xl9X0TEREREVH5xsk+IqJSrIunO6SCAI1GA7lcjgWzZgIAZt29D1EUUUepwCIff9zJy8O4R/dxL8+Mu4VLKY1Gg3mJ9zEw4V/8m6PGvIpBuPJ8a7xZr3KZKqp/S6WGiwBUURS8k7Silzu6Vg3Fhfsp9g+MiIiIiIicGif7iIhKodMZj/HzozRM+DcReaKIVi2aAwBq1ayBPb/9iru5uTib/ST1vpZMjs99/ZEting5+R7ado3FZ8tXODJ8i4miiJdHjsYXDx7hg2B//F49HP18veHqInV0aGbbmZKO1p7u8C4idh+lHDdTMiCKop0jIyIiIiIiZ1Zua/aZzLC2WFEM6yYZ287YexihXQAAozFJREFUwwgM647pMlbjzdT6b+Yorth7SRnWBLRHDT1Lx6Qbq6W19wrEonPOGKm7ZSmr1b1y1+knU78ml9EaXaZ+dgDTH1Rj7PNRoE8La07qyK/3ls+sGn4lIIoi+v1zA6l5GggAloWF6D2Ao12b1giSSDEm4TY+8w1AZRcZassVWFMhCL88zkDcqTN48+gx1Jj/GbonXLBLzNZwMKIeDqoe47vUZHxaKRjP+jw996ReT+s6Gh4XPYbXEWOfeWPniJHtdO8tlOKe3rr8mn0A4K2Q4XJWNmTu8oJ3JHp4oF/zulh95jKOPEhHm8YmXgM8DB+gY+xBPEbWGXyWrXG9MNaHsWsFa/QREREREVkX7+wjIiplBEHAvCohAIBOnu6I9tKfeJLJZFjpFwgJBExLTYbm/+8M85dKMcLDG3N8/CEFsDPbCk8WtrP1mRloKlPoTfSVVUNDK+B8Rja2PSh8krpLjTBUq+CNlUfP2TkyIiIiIiJyZpzsIyIqhV7w98bSsBAcSM9Eh0vXMWPOPNy//0C7PtTFBR94++KsOgcfpj7EY52Hc3hKJOigdMXqjDQc+OOQI8K32ENNHuo6ydOyOvt5olsFL0y6dBuZeXkF1kskAkZF1ceGuMt4kKZ/l+HDtAz8828ibt5Lxh/nLuOTX/cgt5A+iIiIiIiIDDGN15A5qYfW2M4YW6TmWspaseimYZYkTdje742x/bkbSb8zkp5rk9Q1Y2l7ujKNpN9a2tbwM2Bqai5gPD3XCum4yLCsD7PSdnVTSy1M95V7KPRe9/L2RBW5DN8lp2DurLmY+vEcNJMr8JanD6rL5IiUKzHPpwKmpSZjePI9fOobgACpFG5uLpiuCMCbSffQNfYZTAoOwGA/byglEoQfP2FRbPbgJpFABKAUCv4dKi/tsfbfLoEGK4OCn/7b2GfV2HlmeI7ovjZMDdbZn2CwToFrT+P0VGKJlxJNN5/A4vupWKDTTjr6yYNWhr3wAO9VqY4dpy9gUMcWUOfmodecldh9quDdfnM27sD6We+iS7NGRY/D1sxIDdbFVF0iIiIiIvvhnX1ERKVYA1cl5lUMxvoKwagoleJkjgpDHibhy4xUqEURnZVu+NovEA80efhaZ7LFRyrFypBgDPbzwazE+2h76Tr2pFlh4tTGZIIAFZzngRXVPN3wTv1wfHrxJi5c/KfAeje3J7UIpZInP46TMzILnegDgOT0TMT8ZxoepJgxWU9EREREROUOJ/uIiMqAUBcXbPIPwaGgShjq7oVVGWkY8jAJ59UqVJfJ8YyrO3Y/zkKuzpNdZYKAaaGB2FOjCtLyNDj9ONvIHkqHAIkUt3NzHR2GVb1dvzLC3ZUYM2FigSfvZmQ8uQvUXfnkrs4gHy8M7toGz0Q1wZt9u+OLCcNwYMmHmDW8LwCggrcnKnhb/4E+RERERETkPJjGS0RURgiCAAWAMZ7e6KJ0xczUZLz28D62Boagu9IN/8tMxzFVNqLd9WveiQByRBEt3FwL7bc0aa9U4vP0VNxQ5SBcIXd0OFahlErxacta6Ln7COYsXIz3Jk6AVCoFACQmJQEAAn2epgOvmfRagT5O/HMVANC8To2CT/Z1NvmpwqLUsXEQEREREZVRnOwDbFNvz5x6ZbpsXYvOsL6csTgtrVNnDxbWybM1o3WpTK2nV8qIWUZSBnU/O8Wd85bW5TO13p5hXTUjzKrFZ2W56ZbdXefmpn+5rpkFLPT1xzP37+Lhgo8x4MXnMbdlG/zi64Nnk+9BojMhJIoiBAA70zPQKDISPi5PJlFKW/2+KuGeaJQsIi89FTI/JXw9nk5OSr2sMFFpretrcKWn/zY473Wn4Vx0zt2Y6uF4S+GFD6bNxL6N6/H7pFchCAL27zgMF6kE1YMDityd4OaFUS/2xoPMHHTv3E7/WqJbJ8+ca4wtrkeGfZpa77OMXhuJiIiIiEorTvYREZVRQVIXVJRKcfzPk+j/4vNYPHc2uj7zLP4XEoCXK/hq21VXKvBRSADmJT7ALylpGOjrg5H+vgh3YOxF+W/iQ7TydEM9j9J/F6K55g3sgSZVQjF42XrsPncF7WtHYOWe4+jTrB4qeBU+WX36cgICg0MQFhSA2WOGcGKMiIjIVtYZu3PeFXD/HtjgDeBx4U0GOk/NYSIq+1izj4iojJPLn6S7dunUAa8NH4aFSQ9xT61f925YBV8cqhWBVyr4Yv2jVDx37SYePkx2RLhFist4jOPpjzE62M/RodjMiy0boHpQBXSfuwo+w6finzv3MS6mTaFtF/24DS3GfIR6A8fj7oPSdayIiIiIiKj0Kr939mWmA2IhReAtTb91NEvTak3dztK0WcMUad1+iku31d3WwtRcZ0yrNZmpKXQoJlVXl+Hx1P28GEvTBSxO1dVNuRXc3Uvch1nskO6bl/70r8OPkkzfX35abzaA69+uxp0/dkAuEfBWbh5+lAhYlZqCj8ODkZn59Drn7+KCd4L8McDXG72u3kD/xo2woXE1SP8/5ddr8z7rDMpCO6BBkFKOvi1qQO7jprdOqFr16Qt301O29Rhex0y9/hlcf3SvKwU+O7p9Gv48cfeEC4CTS97HoYtXceHmXfRoVh+1KwXr7UNw84Ioivhiy150a9EYh//+B1/9fhBTRg8tZExFX8eMXf9M/syXhKXX2PxrV1aW9WIhIiIiIipHeGcfEVEZ1s3dDRsepKLVX1ew/VE6fF2kaO3phvNZ2cjM0xS6TSW5DJ+FhWBvcjrGXLiBrCLa2duheyloF+QDqcS5H0Dh4apEbNN6mNin65OJvkJcv5OEhLv3EB4cgAE9OuO/G7dArXaupxRT+Xbw4EH06tULoaGhEAQBv/zyS7Hb7N+/H02bNoVCoUD16tWxZs0am8dJREREVBZxso+IqAyb4u+Pgw2qopabAkMu3cLYq7fh7SLFobQsVDn5D6beuQdRLFhDpp2HO76qF47N91LQ7WQ8rmapHBD9U2q1GqcepqF1oI0fUlRGRIQGYfboIfh66x78m/QAd+8/xJ/n/3F0WERWk5mZiUaNGmHZsmUmtb9+/Tp69uyJTp06IS4uDhMmTMCIESOwY8cOG0dKREREVPaU3zReIiInUdtNiXU1w7D+QSo+vJEIF0HAzMpByNRoMPff+whwkWJcYIUC270Y7Ic6Hq4Y/Pd1dPozHt/+tg29e/ZwwAiA1NQ0qDUiKrkpHbL/0kYQBLw39AUkPUrBpz9sAQDklJc7+/LTf0WpY+Mgm+revTu6d+9ucvsVK1YgIiICixYtAgDUqVMHhw4dwieffIKYmBhbhUlERERUJpXfyb7MjMJr9pVmltbl02VY+86wBpu1WVhrryTbOn2dPiO1+CyuvWd0f0baGqvTZ4UafcWtM1bDz2idPgtr8eWlFfH0NXP6SNfvIyfj6R11mVnqIrdzd5MZ7VcQBAwI8EE7L3cMjL+Jhbfv45uaYXivYgDm3b6Put6u6OWnf/5LPV3R0NMVf/h74bXTV/Bc/4H4oUMD9AoLgGLFzxaMznJp6U/OM+9gP0hD/AseW906fZ5m3P1nYr1Ro9eNAn0+bSsYXlPcnn4GDT+Pxmr96e1fp8/xQ1/STvZ5+vkXiNPYZ94udfmI7OTo0aPo2rWr3rKYmBhMmDChyG1UKhVUqqfX2LS0J58JtVoNtbro660t5e/XUfu3t/I03vI0VsBZx+ta5Br1/69TG2kDJ3kvnPPYFq08jbc8jRVwzvGaM5byO9lHROSEKilk2Fq3Cl69/C/6/3MTRxpVw7msbIy7ehutPN0QICt42feWuWBti1p45cwVDP3jPLZ3a4L2do47/5dwT7nxSc2yKONxNq7cTkJgSCj8vb2gMGOMEZVCcPynb+Du6oq6NaoWvwGRk0pMTERQUJDesqCgIKSlpeHx48dwdS34C/icOXMwffr0Ast37twJNze3AsvtadeuXQ7dv72Vp/GWp7ECTjZe9++LbbLL/euiV27bZsVgHM+pjq0JytN4y9NYAecab5YZD7DjZB8RkZPxcpHim5phaHzmElbcTYYGQLZGRF4htfvySQUBq9vWRY/dcXh+3984cvkKataobreY8+/s85KX7R9Loijiz4uXseWPP3H15i1cv3sfcVdv6KXgymUucJFKIJO6oHW9GhjcrQ2e7doBrgpFoX02b1jPXuETOZXJkydj4sSJ2tdpaWkICwtDdHQ0vLwcc6e/Wq3Grl270K1bN8hkzvfHDUPlabzlaayAk453Q9GZA2q4Ypf71+iW+SpkKCLTo6+RjJcyxCmPrRHlabzlaayAc443/wYJU5Tt36qcgTVSc0vC1FRZM1JqzUqHs7WymrZr61RdW6TmFhtPCbYtgtFUXWN0U0SN9GGNtF0AyE3P1v5bN20XAO7df7qPrCzTSwsYS+uVeyggBzC0oj8+u3kPcomAr5vVREQlf712Lp769fEUXq7Y1KsFOv58FN07dsDxod3go5Q/aTt1pcmxWSLp3n0AgH8FXwjuSsDDo5gtLGBwHTP5WmVwHSlsu9zcXPzw2y7M//IbnI2/gsAKflDn5uJRahrqVq+Kds2bQBAENKtfB49VKuS5+yIzKwtbtm3HoFnL4blkDf4z6AVMHfMypIb9K3XO12wLz3miMi44OBhJSUl6y5KSkuDl5VXoXX0AoFAooChkEl0mkzn8S39piMGeytN4y9NYAWcbb/Hf+2R4XPRkn9O8D08417EtXnkab3kaK+Bc4zVnHJzsIyJyUhOrBKGilxva+HuhsY9pk2d+Sjk2P9McTX/4A+/s+wtfdm9u4yifOPPX3wj1dIO/e9l8QMfANz/Axu170KNDG8x9Zzz+/ucyPvp0BZQKBS5cuYYLV64BAM5u+wH1alSDEPrkrsn333kLV65ew5efzMesL7/DX5euIiQ4GDfvJCLx/gP07xmNt8a+BhcX/rim8i0qKgrbDFLkdu3ahaioKAdFRERERFR6SRwdAFFpp8rJweDJs1C711AkPUx2dDhEJvOVuWBs9VCTJ/ryVfFyw4JOjbHm7HX8edc+57xEIoEqLw+5eRq77M9a1OpczP3vGmzcvgcThw9GSFAAZi1fhckLP8f4oS8h5fR+7PnfCgCAQi7HolXfYfrSlVj97XfYu/8AkpMfoXq1qpgzYRTWzv0Qf1+6ihN/nYNCLkPtqlXwweLlaP/CYFy/+a+DR0pkXRkZGYiLi0NcXBwA4Pr164iLi8PNmzcBPEnBHTp0qLb96NGjce3aNbz77rv4559/sHz5cvz444948803HRE+ERERUanGWwWIivH3pWv4ftseAMDkJV/i65nvOTgiItt7pUEVvLMvDruuJ6J5iJ/N99e7Z3fMmr8Q+xMS0bVaqM33Zw1JDx4iJCpG+/qHrTsBAHWqVcHvXy9FTLsndxx1atUMxzauwadrvseFy9fw+4EjSHrwJC3ax8cbs6d9hD4Nw9E/thP6x3bSSxMe//JLGPTWFDTt/jxWzpuBvl3b2XGERLZz8uRJdOrUSfs6v7beyy+/jDVr1uDu3bvaiT8AiIiIwG+//YY333wTn376KSpVqoSvvvoKMTExBfomIiIiKu842WcOS+vrGdZHs3edPhvU5dNlsxp9paTeXvP6tfH7F/Pw1c+/4Y1BLwCZaRBFER/+9zt8v/Mghvfqhg+G9St8Y2NjsLQun7FafHr926Aun2HdPVvUVbM33fp9gNEafjbZvZHae8baubs/vXzLPfRrUkk9n9avMqzLp9fOq/A6VwAglUjQp2YlLP4zHi/VrYyaJkVpueaRTdE41B+Tdp/CsfrV7fLDSfdzppa54u8rN5Dx+DHclAq4KRRIycjE1duJCK9SBR2bNy60j7DQENy6cxcVfH3QtEE9fDJtMqqGhxVo16JlS6xtVF/7OhsuSPj3NmYuWY7XJ7yF1wE0a1AXbZs1hipHDbnMBfPf/Q+imjTE6d9/xuhJU9F/zJvY1f85LPngLbi5mpDubOQaY/H11Vif1toHlQsdO3aEaOShQWvWrCl0mzNnztgwKiIiIiLnYPXfp+bMmYOff/4Z//zzD1xdXdG6dWvMmzcPtWrV0rbJzs7GW2+9hfXr10OlUiEmJgbLly9HUFCQts3mzZvx9ttvQxAELFq0CM888wwAICEhAREREQgICMDVq1fh6fl0gqpx48bo06cPpk2bZu1hUTkX3bo5olv/f+2y//9ld/MfJ3Aj8T4++nIdqlYMRnAFX7i7KtCkZlXIWF+LnMAnXRrj0K37eHffX/jFxvsSBAEr+nVG6083YPWJCxgZVb/4jUpAo9Fg/1//4LdjZ3D84lWcuXIDqhx1ke3/N+cDDOzRRW9ZkH8F3Di+FxqNBoIgQBAEk/evVCpQu3pVrP18IT6ZNhk7du/B7/sPY/PuA/Bwd8Pf/1xGVJOG6NejG3y8vfD98sXo2r41/vPRLBz68wxmvjkG/r4+iKodAZmM1xsiIiIiInrK6r8hHDhwAGPHjkXz5s2Rm5uL999/H9HR0bhw4QLc//8OmjfffBO//fYbNmzYAG9vb4wbNw7PP/88Dh8+DABQqVQYO3YsVq9eDVEU8eqrryI6OhpyuVy7n/T0dCxcuBDTp0+39hCIiiUIAv47aSzeXboaZy5dx2+H/8T3u/4AAPTv2hY9WjdD73Yt4MU7W6gM81bIUT/AGw8eq4pvbAXNwoLQrmootl1MsOlk3xe/7sbiDb/jeuJ9hAX4oXX9mujfrQNa1KsJfx8vZGWrkPk4Gx5uSlQNDUbUqEnYe/x0gcm+fBJJycrfBvpXwJA+PTGkT0/tso4DR+GTr9fi2S4doFC6QxAEjBjQF20a1MHANz9A3/FPyglU8PHCkGeisfDtMWZNNhIRERERkfOy+mTf9u3b9V6vWbMGgYGBOHXqFNq3b4/U1FSsWrUK69atQ+fOnQEAq1evRp06dXDs2DG0atUKKpUKUqkUjRs3fhKkiwtUKpXeZN/48eOxePFijB07FoGBgdYexlPWSLm1tA8L02rJxv5/Aq91qxY41KoFkJmGc1dvQCZzwZG//8EPuw/hh92HAAA5f/wEqVRabJcWp+0aS9U1pJu6ayxV11Z0U34N04FNJBim3FqBaJi2q7OP4o9c4fLSHhe5zjXER++1PP1pW/cM0yfVDFN3TWUsddcwpXnvjSRsuXIHS7o2sWhfluhUoxI+2X8GeRoNpJZMohlebw2uowf//gfjl36L/p1a4dv/fYs2Ua2MTpLdu3cfiQ+TEeDrrV2m+3ktsKXSyDlqxrqP3hqPni+/hnYDR6Fbm+aoFBSEF2I7o277bjh1ojMSk5KQmHQP7701EUu+2wipVAJ/H28816UdaoRXKno/ljAnddca2+XLyirZ9kRERERE5ZTNn8abmvpkgsHP70mB91OnTkGtVqNr167aNrVr10blypVx9OhRAICXlxeGDRuGkJAQhIaGYsyYMXrpugAwYMAAVK9eHTNmzLD1EIiKVb9aOFZ/+B+cWrMYHZrU0y6/+/CRA6MislxmTi6Wn74CAGgRUsFu+42uVRmp2Tn45ECcTfr/+eCfqBoSiP9NHo22raOMTvSlp6ejx/N94SKV4rW+vW0ST1E6t2mFfT9+AzdXJdb++jv+8/EC1Il5EZs2b4FUKkXF0FBENmmM8QOfR+2Iyvhl7yHM/mot6j33CsbOWoLEB3xyOBERERFReWXTyT6NRoMJEyagTZs2qF//SUpWYmIi5HI5fHx89NoGBQUhMTFR+3rq1Kl48OABHj58iHfffbdA34IgYO7cuVi5ciWuXr1qy2EQmczDzRVbFk7B759MxbyxL6P1yPcw5b9rcS85xdGhEZnlYbYKv16+jfZhAajlZ7+7jFtUDsbkrs0waethrDsVb/X+7zxMQURIgEmpt6PGTcClK1fx27K5qFIx2OqxFKdV08bYv/F/SDiwFcumTcKj1DR8v+EnvTa9OrbG+V/W4NLW75C472fMfmMEVvy4GQ1feBUajcbuMRMRERERkePZtKr32LFjce7cORw6dMii7b29vY2uj4mJQdu2bTFlyhSsW7fOon0QWZu7qxLRLZtg+lfrcfv+Qyz5YTOW/LAZ33w0Af/X3n2HR1F1YQB/N3WTTSc99CZFIBAkhB4MTUQQVJo0EQQJilEQpCNKkaaAgAgifiKIKCAqipGi0gRBqaEYRIGEmt6T+f6ILLOT7GR3M1uyeX/P42N2586de3bKJpc5Z/p2irL28IgMUt1Lg771q+L35HslU1XNbE731riWkoGRW35ENV8PtK8dpljfN+6moE5I2aUfrl2/js+//ArLFy9E84b1FNu+KZZ+9ClefXspAODOnbto+2g3pKSmwkOjQTVfDXw8PXA3NR237qbg9KVEAEDLxg3g4OCAoqIizPhgE879/S/8vDxQIzgATerURNUaNbDuy29w824KNG5q1AgJwsi+j6FGqOUnNYmIiIiISFlmm+yLjY3Frl27cODAAVSt+qB+UHBwMPLy8pCSkqJzd19ycjKCg43/I2P+/PmIiorCxIkTlRi2MjX6KhlpvTmVu50/lEJSh6q0ent/J9/G4TMJeKlvV0wf8iTGLF2PIbOWoP77s9G4pgH1tMR1+kytyydljjp9Jtbek2NyXT5xTUApmXHKbU8wZvui2n/SunhydfIK09Tan02rwleSzvYk8Rn6+QqZmXizQxO03rgHz3/3G754SzD7AyAcx7yp/XlNURHOJt/FnO+PYs/YJwFP0T/+mHidvpuWgRMXr6B3mxZltv1k+qsQBAH93FIh3PpXZ5kqQOGaeACQk6l30Ykz59G4Xm34envBwwmo5hcA74dqIz0zE1f/vYar15Ph6+2FaiGB6Nb2EYQ3qItOLcOBojys2f495m38AgDg7+OFoiIBd9OKrykajQbtolrj9r0M7Np/CPPWbUKbZo1RNzQQH74Ra/T+lqs9avffC0RERERENkTxyT5BEDB+/Hh89dVX2LdvH2rVqqWzPCIiAs7OzoiPj0e/fv0AAAkJCbh69Sqiooy/66lVq1bo27cvJk+erMj4iZQQ5OuFQB8v5BcUwsXJCQ1rhGHbgd/w+b4jmD3cDBMFRGZQ388TH/WMxFNf/YpXJ0/F3JnT4O7ubpFtOzs6Ynz7Zhi2aQ/OJN1B4+Dy3923amc8CouKMKRruzLbNgwLhCAI+Ob3cxhW17p39m1c9KbeZbIP98nMQ/3qoahXLRRXbtyECirc/O5jXL99FwkOVRDdsb32AULpf/6Kjbt+wO5fjmLDN/HILyiAp7sbYp/uiYY1qykdEhERERERmZHiNfvGjRuH//3vf9i0aRM8PT2RlJSEpKQkZGcXP3HS29sbI0eORFxcHPbu3Yvjx49jxIgRiIqKQuvWrU3a5ltvvYWffvoJCQnK13ciMoXaxQWPNKiNVTvjUWvQBMzf9DXG9Y7BhH7drT00IqP0rheGBZ2aYsWatajbpAVWrV2H/Px8i2y7X9O6qOvvjWf/9z0yc/JM7ufmvTQMmrsSMzdsw+ie0QjylS8RAQD5hYUAgMh61U3eri14tGUznN/yPuaNHYLUzEzcvJeKsIAqiOncSedJ4Rp3N4x9pjd2vPcWhj3WGScvJGL1V7sR9+56fLnvEATBqPtciYiIiIjIihS/s2/VqlUAgE6dOum8/9FHH2H48OEAgKVLl8LBwQH9+vVDbm4uunXrhvfff9/kbdavXx/PPfccPvjgA8NX0ngA7vpT62xChiR906NipBiL7zQxKnVLY4E0r0yZu2CUINpnPZs3wJ5jpxFeqyo+GDcYNYOqACgquV+NJZeqK2aOtF1rkEvPNXMfRiUxitJjhUz9KZlSjgam1SqW3qyR+SxEx4w49lejI9A3vD5m7z2Bca+8ikWzZ+HD555Ah/8mwhyHvG7a2GQ4jnkTGgBfdR6C1tFdEDlzJbq3aIyOD9dH+0Z14OOh5w5DD0/k5uXj2IVE/PxnAuJPnsevp87B090N/1v3AQb1f9qg9NRtR06hafVgNAgNLHnOuouuI9JrnEw6rg61Rv61KX3+5+ipcygSBDxUsxp8vYq/N3p3fxSLP9uOTi++gR+Xvwm5e/XWz5sGQRDQa/wbOHn+Ep5+YwGefrQt1rz+Irw9TDwOiYiIiIjIYsySxlsWtVqNlStXYuXKlUb3X7NmzVK3sWbNGqxZs8bo/ojMZXS39ugX1Rxe7m5wdnIsewUiG1bL1xMb+nbAa22bYPw3h/DEiq34MW4QWtYIMet2H27cCLu3f4E1b83EF7/+jmU7f4KDgwqzBz6OKU93R35BIfadvoADZy4hMek2Lt+6i1N//YOcvHx4uKnRscXDeCd2OAZ06YDAjk+Uub3ho8di9554JN+8iZn9YswaW1n+OHse81d8gIt/JcLf1wd1alRD7WpheKxjWzSsW6vUdW7fS0W7YeNRWFj8JN4AXx/UCgtGaKA/aoUE4eCp8/jm12MYE9NPu86dO3fx+dav0adzW2RkZePrfQdRxccbXVpHYPRTj+PaP/8idtEaVAv0xzvjRwAAPvvhABZ9+hUECFBBhRB/P9QO9MXQbu0RUb/0sRERERERkWWY9Wm8RJVdFS8F7kojsiEPB/li17Nd0HXTT4he9D90f7gO+jhUR8/u3VClip9ZttmuTRSiJgyDIAhITL6DD/f8iumffo19py/i+KW/kZKZjWBfL9QPDULjGmHo36k12jWpj/C6NeDs6WvUtj7+9DPtz08+8rDSoRhl1MTpOPbnaQzv2wv30tLwy7ET+PjLrzFx/jL07NQOq+ZMQZi37h3qZ/+6gsLCIjSoVR0Rjerj029+xK17KTptTv/1N7Z/vQuPduqIf/69hshOMcjIyMCiDZtxLy0DqRmZKCoqgtrVBTm5eXBxdkKQnw/GPPmgDMHk9z+Gs5MTekRFoKioCFeTb2Pljh+x9tt9uPy/JQip4mOBT4iIiIiIiErDyT4iIjKKxsUZ34zvj9UHfsfOPy5i2OixcHR0RJ3atVA1NBQvvfgCej/eU/HtqlQq1A72x9tDeqOKpwbbDp7AuJ6d8GTrZmhWq2pxem45yx1Me/01zF2wCP8bNwCNqwYpNHLTPNo+Csf+PI2zl/7CpNHD0DaiGT7d+R3mr96Ab/b9guGvz8Ke1Qt01mnfoinWzZmEN95di0+/+RH1a1RFnephuHo9GSgqQo2QQHx78DhWfvEtuneJQX5+PoKDAjF3Zhw++foHNKhVHROHD4DGTQ03tSuOnjqPDdt2YsyT3VGn6oO7OAN8vJF4Ixlf7T+EvPwCOKiKSwBXD6wCDzelnitNRERERESm4GQfkZFkn34pnWgwtT5fpqnrmblOn7T+W4b+7cnVrZOtP6dEjT6lmFrrzxwxyNXak+NZ9sMoSm1bRm1IH09vTH66ByY/3QM3covwzbHTOPdvEo5f+htPDRqKhS8MwNgnHoW6fV/Txi3h2GWwzutJXQZjkiI9Fyu69DsAYM+336BLVEsMaBP+YKGp56OETj1TA9rPm/ACenVojfGzF+Kp2OJonZwcUad6VeQXFOCh2jVLrKNSqTC8d3f0i+mAy/9cR7OH6pRao3Dumk8we/XHKCoqws7lb6Nnh9Z4umunEu0imzZEZJ2ST0Ke+fwA7Dt+Gt4e7nB1doYAAU6OjhjaIxpefj4GREdERERERObCyT4iIiqXED9vPN+1LQCgoLAQr3y8A6+u2oQPdv2EJcs80aNbFyuP0HD5BQVwdFT8QfUma9OiGY7v+BSJ/1zDgd9OoG1EM9St8eDxGvr+8cFT447wBnX19vvqsGeQmZ2NnLw89OzQ2uhx9WrXCr3atTJ6PSIiIiIiMj9O9hERkWKcHB2x/KVhGPlYJ8S9/yke6/s0IpqHY+yo5zDw6afg7q7nKbo2Iun2XbRs3MDawyihVrUw1KpW8g47U7mpXTFvwmjF+iMiIiIiIttReSf7NJ6Axq3sdmJyKZnlrBNl0DYMTQk1cSwqdy+T1jOKxvBtyI1HNpU2U2aZTB+Gxm/UuMT7wpiUXo1oPWkKoTFpmWLmSPEVp6vKpPQaxZh+zJ3ya2rqrKlM3bdSGgOvAXLXiqBQ+XXFx3Mp/YTXrYH4xVOw+4+LeH/bdxg17mW8OmkyhvTqhpjWEWjesB6q1qytk2KqCtV/J5pY4aGdOq8do8p+yq6hcvLy4alx040/+bre9rLXIhly65l87VOKgddQIiIiIiKyTZV3so+IiMxKpVLhsTYt8Viblki8noy1O37Ahm9/worPvgIAVA0OQtxzgzF6QF+4u6mtPFrgwpV/cDc1DZFNG1l7KERERERERCbjZB8REZldrdAgvD12CN569UX8k3QTJxMuYfu+I5i44F3MX7MBcc8NRv8Rz6NmjRp6+0i8cgVf7dyFy4f3Ib+gEI9FNkNMxMNQ4v7L7345gqFvzEOtsBB0jWoJZN1VoFciIiIiIiLL42QfERFZjEqlQvWQIFQPCULvx3pgeuzzmP/Bx5i+bBUmv7McNWtUR9dHO2PIwP5oG1X84Ig//jyFhUvfw5ZtX8LV1RW1g/yQX1CItd/shUbtigH992Pe7JkICPA3aUzZ2dkYPWsR7qamYeaYobjw97/Y+e1uODo44KGqwWjirYZKBZz9NxlvffUT7uUW4JFG9QAAv52/hPYtmiK6VXM807UTNO5GlocgIiLz2mTI88/1GCQoNw4iIiIL4mSfMRSqyyeux2RU/SVp7TYxA2t0WaQun5gRNfpMZmJ9KYt/FtYmrj9njvp9EiqNRue1kJmp/EbE9f3MXb+vLKbW2zO0vp5SZK5jJtejNKIfqdrVq+KDuVOxYOJ4HPjtd+w9fBw7vv8eH6zfgBphIcjKzsGtu/dQI8gfy8Y9i+Hd2sO9IA8AcO6fJHx56ATe3bYNX23bhtUjn8TTb680eNv35eTkwsnZGQDw8oIVxeG5q5GRlVOibXjTJniyXVscO3ESKpUKj3eIwq8nT2PTt/F4c81GbJg7GR0imhk9BjGL1OUjIiIiIiK7xck+IiKyOl9vL/SO6YTeMZ2w5I1XcOC33/HF7nhU8fHBI00aoUsNbzg7/feVlVE82dewWjCmVuuB0e3DEfvRDvR/bxPSHorEyGFDjdu2rw/O7v4CX+z+EUH+VfDPjWQ827YZ8gsKkJ2bh7MqXzg5OaFqWChq1ayps27Rpd8BAJf/uYZRsxYhZtSrGPRYDKaOehb1alQt9+dCRERERERkLE72ERGRTXFwcECnyJboFNlS+17R32f1tg/w8sBn4wfi5Y934vkXX0JGRiZeHjfWqG26u6kx9MnHta+FW//C1cUZHu5uiG7Wocz161QLww9rFmHFZ1/i3U+3Ydf+Qzj86fuoWz3MqHEQERERERGVV6Wd7FO5e0Ll7l6uPuRSrcySIipO95NL6bXEWCxA5/M1MVXXHExOsZOmPWYYuA+laZ7ifZ+eqrtMnEoqXabTp0zKqzEpvhmGt5Wm9eoll44rtz0jxiK7DbnPRo7485am9Mql6oqPC+kxoVDpAEOZJX3UxFT+EmNJvv7g51KOewcHB7w3vDc0aldMmDQFab/txZTe0XB60rBJP1VoXdnX+jjUbaH92QXAhCGOiGr2MNoMGYf4I78rP9lnjWuhqeUYTB3r/e0JjqatT0RERERUyVXayT4iIrIvKpUK8wZ0h6faBTO2/oCbqRlY8vjzcP6vHp+l3Ektnozs3Kq5RbdLREREREQEAA7WHgAREZFSVCoVpj75KFaM6IPV8YfRqfvjuHDxkkXHULtqKADgjwuXLbpdIiIiIiIigHf2ERGRHRoT0xrNaoRg0Idfo0HzR9CpfTuEBAdDo3FHdIf26PVYd3iY6QnOb67ZiABfH3Qs51N5iYiIiIiITMHJvnIwtRaeTi0qQ+u2ScnVAKsoyqjnZGr9MHPUKJQdi9w+lKvHZm7SunFyNfwMpVRdPFMZ06cxY9XHmPqFhtb6k6vDZ+EafdYme16ZXO/twWcYFf4wzn8Sjc/2/Iwv9x3C9UvncDctA2s/+hie7m5YPHYQosMbIczfFy7O+r8OHaOeMHjzuXl52LH3V8wcMwwBfj6mxWDtGqWm1ugzVz9ERERERGQUTvYREZHdUru6YMTjj2LE449q37tyIxnT12zC6MXrAADuaheM6hmN53p0RKMaYbiVko4xS9cjvG4NTOzfE8ZMW5/76yqyc3LRrkUThSMhIiIiIiIyDCf7iIioUqkZEoSNMydg+qCeSEy6hZ//TMD7O37Eu9u+h6ODAxwdHZCXX4CdB39HamYWlnV6yuC+76QW35UX4OtjptETERERERHJ42SfEUxNKy2Rvpkpei1NxzU0jc+IlFCTx20g2bRZmXS0EuMyNB22DHLxGpria3LarqltMyXtDE3Tlqbq2ju5VFlpyq2pacSGpu7KjcWYlGkrpu7KnQ+KXTeMSEk1uMSBEce9uE9xvCqVCvWqBqNe1WB0bdkEb/SOxi/nLuPyjVvIzS/A/C9241ZaJr7++TcsM3hrQIjGFQDwz5UrqFvFiH0rTnmVpr/KfYbitkql/0r7YTouEREREVGFwsk+IiKq9NxcXdAlvCG6hDcEAHSsE4aWU99DalYOLl66jHp16xjUT1iAHwDgVooCNTLN6OCp87iadAsdwhsj9L8xExERERGRfXCw9gCIiIhsTXjNUFxYOhFVPN0R0a4Tvvhqh0HrfbD9ewBAoK/t3nX7v9370HHsGxg8czEeHhyLY+cuaZddTbqFb349ZsXRERERERFReXGyj4iIqBS1A6vgyJvj0b3Loxg4fCROnT5T5jrfHz6BHlER6GSDD+jIzcvHgo3bMGLuexjaIxpXd6xDQWERFm36CgDwx8VEtH5+Ip6YOBd/Xrpi3cESEREREZHJmMZbBkXq9EnrsYnreRlam03KinW+pIypkWdwTS4pC9TzM5h0e8bEISY9LgxdZipxnTNjasplGFjDztqkNfQMrb1Xnm0owdDjR6Fz3tC6leVhluumAoSb13TfEG8jSXeZkJwMAPAA8FFgDs56qdHz0Uex8/FWaNLwQUqv42tLddZLy8pCWGAVRcdtas088X7Yd/Icxi5dj79u3MIrT3XHvPEjsfqr3cjMzkHsUz0BACu++AZ5+QWoHRqEWR9+hi/nTyleWVzDz8R6gsYcd+auM0tEREREZO842UdERCTD1dERu3q1Qu9dx9Dxy4P4YqAbOtcOLdHu8l+JOJv4D9o3a2yFUT5w614qPvvhAPzdnRFSxRefxR/Euu/2o12Th7BtzgQk3U1FQI8hSM3IQqCvN9o2bYikO/dQWFiEe+kZmDLsKUxasQHqDk/BxdkJXSPD8dHUl+GpcbNqXEREREREZBizTPYdOHAA77zzDo4fP44bN27gq6++Qp8+fbTLBUHAzJkzsXbtWqSkpKBt27ZYtWoV6tWrp21z6NAhjB07FikpKZg+fTpGjhypXaZSqeDq6oqEhATUqFFD+36fPn3g4+ODDRs2mCMsIiKqpKp6uGFf3yj0/uY3dP34e/w0ogc61AzWaXP5r0Rk5+ZhQJf2Fh9fdk4uZq/8GOf+/hc/nzyD1Iws7TJPdzVWvjwco3p2goODAwoLi5CVk4fIxvXRvXULRL84Fb/8eQ4ODir0iIrAqN5dUTssGEl37iE1IxPzN25DxxenYOc701C1Fp/MS0RERERk68wy2ZeZmYlmzZrhueeeQ9++fUssX7hwId577z18/PHHqFWrFqZPn45u3brh7NmzUKvVAICRI0fizTffREhICIYOHYquXbuiWrVq2j5UKhVmzJiBjz/+2KQxClnpEFQFpgV4nzjlTJpiZ2rKnYVT+szNIulY0s/M3J+NqWm7ppKm3HoqUPhf2odcWq+HKHW1PCm9hq7roVCqrDjl1piUXrlUXVNToQ1tK5fWb2Iqu9XTJ405X5RI3ZX2IX4t2Q/CX5e1PxfeuK2zrCA9R/uzk2fx95I7gObeGvx8/S72n7mM9u66ZW/bRkWiXrVQvLTkAxxcuxAqlUr/OI1Jh5VbD8C/ybfQ75UZOH35b3Tp3Aldu3bFk70eR6/HuuPa9RsI8PeHn5+vtn14FDD173TMems+jpy5gJ7du2H92HF4oudj2nb92jymbd9rxFj07NcfXSctwNkN7+hsWxAE3E1Lh0qlgp9XyeMwP78AidduIFNwRHpGJjKyspGVk4OCggIUFBbi9r0UFBQUIi0jE9v37MWFK1cR99yzmPdaLFSFLCtMRERERGQKs0z29ejRAz169Ch1mSAIWLZsGaZNm4bevXsDADZu3IigoCBs374dAwYMAFA8YdiiRQsEBgbC19cX6em6f8DFxsZiyZIlmDhxIh5++GFzhEFERKRjZL1QvHfuHyRn5ZZYptFosOyV59Ezbg72Hj+Fzi2bWmRM3cdMQkZWNn75cTcimofrLHuofr1S16n1313xVar4Yde2LbL9N3m4MRa8OQuDRjyPFsMmwNGheBLuVkoaku6kIL+gAM5OTlg6YSTGPNldZ5Izdt67+HDbNwbFMeKpJ3Dm4l84eTbBoPZERERERFQ6i9fsS0xMRFJSEmJiYrTveXt7IzIyEocOHdJO9s2YMQMNGzZEQUEBxo4di0aNGun007ZtW1y4cAGTJ0/Grl27LBoDERFVbr1rBwEAbt++A3//Bw/k6BbZHC0b1MUL81di/6p5CA3wM+s4/k2+hXN//Y0vlswuMdGnT2FhITZu2gwAyMjIREFBAZyc5H8d6N4lBq++FIusfy+jSBAgCAL8vb0QXMUHwVV8sff4KcQuWoOfjv2JrpHN0aBGGPacOIdPv/kREY3qY83bM+CpcYeHuzvUri6o0rIz1K6ueDNuLA79/id2xu/H7JdewIXEv+HloSnvx0JEREREVKlZfLIvKSkJABAUFKTzflBQkHYZUJzGO2DAAOTl5cHX1xelmTdvHpo2bYqff/4Z7dtbvkYSERFVLhonR6gAfHbhOm5m5WFYjToY3P8ZfLJuDVQqFVQqFba8NRGdXpyKLi/NwPfvzkLVQH+zjefwn2cBAK2bNiqj5QNz5i3A3gM/Y+HcOXhj1hzExk3E6veWyq7j6+uDRfPmouiPfaUu7xfdBq0ffghvbfgc2w8cQVFREdSuLpjw7FN4/bmB8A4M0Wm/fOYkjJ+9ED8cOIQ9vx4BAFTvUPxU4JeHDzQ4FiIiIiIiKsmmn8ar0Wig0ej/F/5GjRph6NChmDx5Mn799VcLjkxB0vpScjW7ZIjrclm97pZSxJ+NiZ+LYpSI35h6ZHI13oypFWdNMjX6hMxMvctKVDnzkKm9J1dfz1bJ1WA05hgRnxMydStNvh5Y4pw3tUafMeeA+JiRHJPiOn3iGn0AUJieXWp3wQDmR9TF/FNXsPH8vwCAT7d8jiFCMjrXCITzrLWo3QyI/6ElunTrjnYvTMbupbPQoGZV2WHeupeKT77bCy8PDZrXr4WIBnUfLBTV6ZPWYPz97AVUDQpASEAVGGrnN98hpnUEXu3VDrcvP4XFGz7GiiXvlHl3HwA4NOukd9nQZp0w9PVZyMnJwcVLlxHg74/g4KBS246bOAU3sgqx98DPCKziizv3UqFxd8OUMSPwyojBBsdCFdvKlSvxzjvvICkpCc2aNcPy5cvRqlUrve2XLVuGVatW4erVq/D398dTTz2FefPmaes9ExEREVExi0/2BQcXP70wOTkZISEP/qU/OTkZ4eHhRvc3e/Zs1K9fH9u3b1dohERERPq93Kg6nqsXii4//A53NzWSMrPR/fP9eCTED/M77UfnTh1Rr24d/LxmPsYuXIWer87BznemoXHt6iX6KigoxL5jJzF29iL8e+sO8vKLHxxVIzgAdauG4Nke0RjQ+zG4ODvrrJefX4CFaz/G5t0/IcDXuIf2DBs8EK+9MQ1XriXhzOUraNOssUETfYZSq9Vo8nBj2TYqlQpvzZoOABCuX0LSrdsYP3shpixagdMXLuOTxW8qNh6yTVu2bEFcXBxWr16NyMhILFu2DN26dUNCQgICAwNLtN+0aRMmT56M9evXo02bNrhw4QKGDx8OlUqFJUuWWCECIiIiIttl8Ufd1apVC8HBwYiPj9e+l5aWhiNHjiAqKsro/qpVq4bY2Fi88cYbKCwsVHKoREREpfJ0dsKvPR7BvkHROPt8D+zs1x6OKhViHu+DD9ZvAACEBVTB+qkvwdHBAc2GvIxPvtuLs4n/AAAys7IxfcU6VI15Gt1emAgPdzf8tGIuNs54Ba8M6I1BXTtCEASMePNd9HxxMtIyHtwNm52Tg37jJmLOirVo9XBDvP3yKKPGPmrEMPh4eqBX7BT8cPAYeke3U+xzMVVwgD+2rliIRVMm4NOd3yHp1u2yV6IKbcmSJRg1ahRGjBiBRo0aYfXq1XB3d8f69etLbX/w4EG0bdsWgwYNQs2aNdG1a1cMHDgQR48etfDIiYiIbNgmlf7/tv73D8RbvfW3Ibthljv7MjIycOnSJe3rxMREnDx5En5+fqhevTomTJiAuXPnol69eqhVqxamT5+O0NBQ9OnTx6TtTZkyBWvXrkViYiL69+9v0Doqd0+o3N0B6Ka5SVOkZFPgPGRSS8UpcHKpanLpqTL9S8cpt8ym0/jMwdzjNjX1UI40LVGarmoKmTTaEjzKnw4rl5pbnn50vnKk4zT35yRNExbvJyW2bQxPyd1bcsehoceotdPjpds39dySSdXVOZ4kx5Y4dVdf2m5pHL3civ8PQOXhAQcAjzX1RPeH66Dv1v2YO30aRuZdBuo0QBUAY7q2wcSPvsTwN98FAHRv1RTHLyQiLTMHL/TqjIGdo5B8LxUdxk5BUZEABwcVnuveEZ9PfxF//vUP+kxfhqhBY7Fo/AjUrV8PL8xZjN9OJ2DHu2+hx7AXDB73fRqNBosXzMenW7Yiplt3DH95otF9KEkV+iBlud+QEXht3jIcP30e7VuGW29QZFZ5eXk4fvw4pkyZon3PwcEBMTExOHToUKnrtGnTBv/73/9w9OhRtGrVCn/99Re+/fZbDBkyRO92cnNzkZv74MnZaWnFvw/l5+cjPz9foWiMc3+71tq+pdlGvG6mr2rEuG0jVsuxz3j1Hyv5/y3Llzue7OSzsM99q5/9xcvj+D7727fGxWKWyb5jx44hOjpa+zouLg4AMGzYMGzYsAGTJk1CZmYmRo8ejZSUFLRr1w67d+82ueaKn58fXn/9dbzxxhuKjJ+IiMhYDg4qpObk4p+UDFxPzUDof+9PeKIzBrRviRu5BVi9Mx7J91IxpEs7jOn1KGqHBmLfyXMY9+4GRIc3wvsThuObwycxa8OXyMzJxceTX8ChtQsxdM5SxL23DheuXoePpwe+X7MQbcIfNnmsw54dhGHPDlImcAXVqF4dVXy9MWDCFDg5Olp7OGQmt2/fRmFhYakPazt//nyp6wwaNAi3b99Gu3btIAgCCgoKMGbMGNnf/ebNm4fZs2eXeP+HH36A+3//4Gste/bsser2Lc2q8Wo+M33db781ehXu2wrMgGNlj6b0u48BmHS82DK72rcGsJt4eRyXYDf7FkBWVpbBbVWCIAhmHIvNSUtLg7e3N+7t2QQvTTnv7JNjxTv7pCrsnX229IAOscp8Z5+JD90oD5X4IT0K3IFYgjQm8TbkHgCi1J19hj5kRHpnnyLbtqHzCjD83JI7X4y4sy/32j3tz3J39jl66v7rp2vYgyfEqyS1xX6+mYre63YhMy8fhUUCqnhqEOTjib5tmqNV00aIadEYLs7F/852404Kur++AGeuXENU43r49I2xqB5U/OTe9d/tx+jF6xDZsA4OrluMoqIinLr8N5Iy89CoTg1UCy7erkPdFnrHXVHt+GQd/jx/EffS0rF0/adITU2Fl5fh33lk+65fv46wsDAcPHhQp4TLpEmTsH//fhw5cqTEOvv27cOAAQMwd+5cREZG4tKlS3j55ZcxatQoTJ8+vdTtlHZnX7Vq1XD79m2rHVP5+fnYs2cPunTpAmdJLc4Ka6v+76d8uGGPZj26ZD4HZ+i5zj5t5gePyYyvTEaMzS73rQy7jNfWj2ULsct9K8Pu4uVxrGV3+xbFv8v4+/sb9PuxTT+Nl4iIqCJpXzsMidOG43/Hz+Plrw7gTnomerZ8GMt2/ISMLd9hSJe2WDdxFNKzcrDj1+M4c+Uapg3pgxlD+sDB4UEZ3Uceqg0AaN2oOMXVwcEBzerVQjON/U969R4yEr1R/MvM0vWfWns4ZAb+/v5wdHREcnKyzvvJycnaB7lJTZ8+HUOGDMHzzz8PAGjSpIk2S2Tq1Kk65899rq6ucHV1LfG+s7Oz1X/pt4UxKKfsMgjOyNb/h6XZPwfDyzSUYMLY7Gvfls2+4rX1Y9my7Gvfls1+4uVxLGU/+xZGxcHJPhh3l5xJzHD3jPRuPXEMRt3JZ+rde+a4u00p5h6b9K4iJUjvEjPmrjw9jLnTztRSrLLbUKqGn+hni5SMVeCzN4rcHYLiu/7McdxVJGaI38nTsNIRJdqJ7zaV0njAW+OBcd3a4rEOreGjUcNX444Pn+uN9349jUkffIZP9vwKtYsz/v38Paz5+id88PVPGB39CEL9fLTd1PRUQ6N2gbezIxyadTI+OCIb5uLigoiICMTHx2vrNRcVFSE+Ph6xsbGlrpOVlVViQs/xv1Rvm0tSkS1w7lacYrXVG3r/IBtkY/EQERFRhWPxp/ESERFVBrUC/eD7X7kIBwcHjH3iUbz69GNwdnJETl4+4n8/g2A/b9xMScNnB47prOvppsagDo/gva/34tdDh60xfCKziouLw9q1a/Hxxx/j3LlzGDt2LDIzMzFixAgAwNChQ3Ue4NGrVy+sWrUKmzdvRmJiIvbs2YPp06ejV69e2kk/IiIiIirGO/uIiIgswNXFGfNG9cfs4f0Q8lQs+s9ZASdHRywd9yxGd2pZov3bQ/vg/LVkzJm3EAvenIXwZk2tMGoi8+jfvz9u3bqFGTNmICkpCeHh4di9e7f2oR1Xr17VuZNv2rRpUKlUmDZtGq5du4aAgAD06tULb731lrVCICIiIrJZnOyTsMjDLMQP3pBbT26Z5OEdOuOWW8/UFFdLpBDKPYBAOm658Sj14ARDyaV9mvjgC5MfdmHierLbE6csGtF/YZpuelJBeo72Z0PTJwFAfL+GUZ+LTKqlSi4NU8zSKb3S40WJY1nuASDWTg02x0NHJHT2tWS/O4mereFoTNp7OR8a4+LshF/em47UzGzUCQ1EgI+klMR/13BfD3d8PW0soqcsxlNPPomjc8fDb9AEo7dHZKtiY2P1pu3u27dP57WTkxNmzpyJmTNnWmBkRERERBUb03iJiIgsrGGNMLRuVLfkRJ+Eh5sam18ajBspaVi155CFRkdERERERBUZJ/uIiIhsWJ2gKnikdjWcuHLd2kMhIiIiIqIKgJN9RERENq5ZjRD88Tcn+4iIiIiIqGys2VcWQ2vxydXC0+jW1zNLTT1D+5DW6LJ0fTtT64dJxylTS83kenemEm9PWgvO0LFI2knr3RlKXBfPVCXq6cmMRW57hen615Nb5ujppncbxtT6E4/b0Uu3T8HwXixKpVRH4jpycue49HwUty2rXqEJtepKbNPUmoFyMUnHZWBNTZUx65lKfO2X1F0tS1JKOm6nZ0IQBKhUih0pRERERERkh3hnHxERkQ3LyMnF54f/xMRenTjRR0REREREZeJkHxERkQ3zULuidqAfklJMfFo8ERERERFVKpU2jVfISoegKii5QJpia+m0WlMZmgIrSU0Tp7yqJCmohqbDSteTZWJqXImxiF5LU17Nkcoq16dOWxNTXqXk0lzl5GXkGtTOxcPV4G0b2mdZMjNLOd9K4SuzzJjPRZwOLP3snTz1p/gazJjjXkzmvJI952S2V+IcVCAFtazzX5H7y+TS+pViarqxqesZysjvmg4Na2H/ub/MOCAiIiIiIrIXvLOPiIjIxjWrHopT/yQjPz/f2kMhIiIiIiIbx8k+IiIiG/dLwhVE1AqDs7OztYdCREREREQ2jpN9RERENm7v2csQBAHXrl+39lCIiIiIiMjGVdqafchMB4RSaohJ6yYpVVNPZxvlr6cl24dMXT5T64VJ6+KJOXoZVtvPWOJtSmuuiWu3ydWUM7ROHABoNKLT4Yb+dtJ6d9k3UgzehpgxYzO4zyz9KX4a9wd3BBmzbbk+TZWVpX/70u2Jx22U5AfHpc6+BeCS/mAfOpao56dbr1EvmXNCjuk1Je/pvBKP0+RzUK4un2SZ9Bpg8Dal9QR16oRKrmPmrpNnDuaoOyj93vH0xvLhvTF4xWeYu2ARVr27RPltEhERERGR3eCdfURERDbuu5Pn4aF2wasvxVp7KEREREREZOM42UdERGTDth05hf/9cgIrhvdB3Tq1rT0cIiIiIiKycZU3jVdMnLorTZ8Sp8tK07UMTcfN0N9OLnVWJU1/kyHXjzhtLvfaPf3tTCSXlihOtzWWOD1XmnYql1oqlyKaVVSk/dndQXeu+9btBz+7u+ueGnIpsIamuRo6rtLGpo90nHJu3TZtX0jHZm63UiXHk+i1xlH3cxF/TnKfoXjfAoC7+4PPQuOue+5IU37FpCncYnLHq7mVSFOWGaejp5volf7rQZnn7vUH6+r2qcvJ04gSAApdDxUnl14s/R4Qf08YUwailLZFRQIu3bqL2E3fo2/vXhi6aI3h/RERERERUaXFyT4iIiIbc+DiVfRZ+QXScnIR4O+PVcuWQKVSWXtYRERERERUATCNl4iIyIYUFhVh1MZv0CjUHzvGPY3Tvx1CYGCAtYdFREREREQVBCf7iIiIbEhmbj4u30rB2I4t0LNJXU70ERERERGRUSpvGm9mBiD8V1dLXCvJ0Dp8UibW5Ss5rgdtBQPblaUw7UHNLGkdLnGdMbk6X8YQ9yklrmUmrTMmVwtPWu9Oro5cZqHcskK9yzSOjg9epOpuL8CIentmHRd069ZlZeQZtG1jmDrO8kiT2aYcL0f9/14h/dx0lmU82J702MrMenBcims1ArrHqLRWo7gfS9c5lNZ4FNcklJLWKFREskzdwxu6TcXXGccS9T4f1AF08lTrLClR38/cxDUCJddb2fqB4u8CuVp/eqRk5eDFX68AANKbdIDjkFFG90FERERERJUb7+wjIiKyEWk5ufh821fo1KEd+j7Ry9rDISIiIiKiCqhCTPatXLkSNWvWhFqtRmRkJI4ePapdlpCQgLZt26Jq1aqYO3euFUdJRERkGkEQsPvMZTz23haoVCoMGdAfISHB1h4WERERERFVQDafxrtlyxbExcVh9erViIyMxLJly9CtWzckJCQgMDAQsbGxePbZZ9GqVSuMGTMGnTt3Rps2bcruOCMNKNSfbmoxcum4MsvEqblKkUu/lUvxla4nTcfVWSZKfZSmQUrJpUUammpqTHqoXFtD01dNTUc1pk9x6qo0VdWYdGB9pH2YI6Z7Bbp93i3Qv407+Q/GU8VZfwx+Trr/duHr9KDPEBdJOq4ophLHkiiFW5q+LT4OpevJffZyn6H4s/B1MvzfX+SOA2kauu6yB6mzGpk0aGNI04hv3RYtc5d8zdx6cO2SphSL039d0nWvOeKUX7lyBFJy1y5HTze9y+RSioEHATp6SfoQpfjKPjtXU5ziKwgCVu//Hav/+Adnzp1Dh3Zt8NmX8xHerKnc2kRERERERHrZ/J19S5YswahRozBixAg0atQIq1evhru7O9avXw8AuHfvHiIiItC0aVOEhoYiJSXFugMmIiIyUGp2LsZv/gH+/n74fseX2Lf7G070ERERERFRudj0ZF9eXh6OHz+OmJgY7XsODg6IiYnBoUOHAABz5sxBTEwM3N3d4eDggG7dullruEREREbRuDpD7eyE7jEx6BrTGSqV7P2AREREREREZbLpNN7bt2+jsLAQQUFBOu8HBQXh/PnzAIDHHnsMt27dQlpaGgICAqwxTCIiIpOs3HsceQWF6NE1puzGREREREREBrDpyT5Dubq6KjfR918dpXK3zcjQ/qgS1XACAEFci0+yTLaGn4GkNaTk6vvJ1bMylbjulrR+n8b9Qe20smr2yW5DVGtMrn6fl6Qmman158xRt048NqX6N7Qun5SpdQ7l6s3JffZytemk9fvk6vSZm7RWpBKk9QoNXSb9zOT2k/g4kNYS1F0m14fhN35LPydxDb+sLJn6gcaQqcsnVydUjouB7aQ1AmVr/Ymut44huot07tnLyMDtzBzM+foAXmj5EJo1bWLgaIiIiIjIKJvkMifcAM1nwFZvAHr+bh4kmGNURGZl05N9/v7+cHR0RHJyss77ycnJCA7mUwqJiKji2nn+KtLz8jG9U7i1h0JERFQSJ0iIiCosm67Z5+LigoiICMTHx2vfKyoqQnx8PKKioqw4MiIiItOl5uRh06nLaF01EIEeck8FJiIiIiIiMo5N39kHAHFxcRg2bBhatmyJVq1aYdmyZcjMzMSIESPK17GHF+CuNm4djafu68x0kzat8hCl/4rSfYu38SCtV5BJ6TUmsVGc1qt80i7gmJ6j81qc8iZNE86TS8WTpPW6uz84PN0lbcWpgeKUQUA+/TBQvD2ZFEZp6qNcyqQ4XVUujVZuXBpJ/9LtiwW6PEiFlsYu/szk0idv5ZuW9ihNzTU0dkB33FLG7At9TE1hLtnPg5ikn6+h65VYJoovxNDcUSPIbtuIdFxjyH024uNQjjitH9AtAWAMU9czlTStV8zJU/S9IrmG37+/Ia+wEPXf/xppuQX4sMcjstd6IiIiIiIiY9n8ZF///v1x69YtzJgxA0lJSQgPD8fu3btLPLSDiIioInB2cEB+oYA3ohpiUOMa1h4OERERERHZGZuf7AOA2NhYxMbGWnsYRERE5aZSqdA00Btnb6dZeyhERERERGSHKsRkHxERkT2p7+eJQ9fuWHsYRFQRyD4kwQB8SAIREVGlU3kn+zQegHs5i6KLa/jJ1fNLTzWpe53afoBufT9RbT8p2Vp/0vXEbWX6lOPoJd2er/anwjTd2lY69f1upOgsk6u7lZmpW2NOWutLp62k9p8+7jI17aR1zqQ19fS1NabGm85YZOoOytXlCwzQfwxLPzPx56LJ0B+PHGldPEPHCcjvMzHp/hPXHswq0j9uuc/e1PXkas/J1ZE0ZhuWZmg9PWMYum8B+fNcWuPTkhw9Df8+ENfsk6vfVyCpZ+oaVvz/Ozl5+PzcVTxa1R+F6RkYtfdPNHBfjDcmvmrcoImIiIiIiEphO3+BEhERVQIezo5oFeSDnYnJiP7qED45/y9mv70A165ft/bQiIiIiIjIDnCyj4iIyIJcHR3xba9IzIl8CL/dTEGnsCrIy8vD2XMJ1h4aERERERHZAU72ERERWZijgwqTW9ZFwrPROHc3A91iHsWj0R2tPSwiIiIiIrIDlbdmnz4enmW3uS9DVJdPbj25en7G0Ihq+GVm6G0mW+uvRJ+iOn3S9Qwdi5RobE6SbTvevPlgmadaZ5m0vpWYtJqWXJ0sX9HPeRm5ukMT1bEzpu6fXH0/cQ00Y2qXGUpa48wcdc3E8QU4m3ZZCPDX3UvScbuF+BjUj0ZSy1G8zwytxyglra8n3k/SPuX2oTgmY+pIytGppWjEMWmJY81Uhh6jxtTJU4L0mmMO2ZLjVx8nTzXS8wswev8pFBYVYcOa9+FgQ7UdiYiIiIio4uJkHxERkYVdTMvCM/tO4d+sHGzu2ATBwUHWHhIREREREdkJTvYRERFZ0N6bKRj8WwJC3FzxS4+WeMjbtCehExERERERlabyTvZpPAFNyRQylbuX3lWErDTdN0Spu9L1BPGLDEnarjSt15rk0nE9vQ3sQyZNOemaziKV6GdH3NRZ5uilP6WvME03bdfQdDxHSWqwiyj9V5riKyZNZ5SmbOpra0yKrdz2xf2YmuroYkRbY9JH9a1XVtquofvMDbrrifeZRuYzM3QfGbPMHCnTxmzflHbGMCY+pVJulUillbtWSImvHcasp68PQDcGufIDJY7JGykoFATE/nEJLaKisGPLJnh56f/OISIiIiIiMkXlnewjIiKysO/upePv3Hx88dabnOgjIiIiIiKzYDVwIiIiC/nqThoauLmiZYvm1h4KERERERHZKU72ERERWUgHLw0SsnNx5uw5aw+FyOpWrlyJmjVrQq1WIzIyEkePHpVtn5KSgnHjxiEkJASurq6oX78+vv32WwuNloiIiKjiYBqvhLQun7gWn1w9PylxW0Fas09Mrn5fpsx60np66aky2xDV5ZOrw2fqWOTI1ARUeUiWZWTobeuoyTR8m5kP2kprdOWKSgi6SWqQFabr1uUSM7S2mTF1zaTb10euxpl8nUPJetfvGbQ9KblacXJ18kwlF6/cPjNHfT25/WlMTURD+5SSOyZNZenae0bVydMo/6AKRwX6dDSirUv6g+NQen5kZhbgCXcPLHV2wux5C/D5JxvKPTaiimrLli2Ii4vD6tWrERkZiWXLlqFbt25ISEhAYGBgifZ5eXno0qULAgMD8cUXXyAsLAx///03fHx8LD94IiIiIhvHO/uIiIgsxMVBhfEBVbD1y+24cPGStYdDZDVLlizBqFGjMGLECDRq1AirV6+Gu7s71q9fX2r79evX4+7du9i+fTvatm2LmjVromPHjmjWrJmFR05ERERk+3hnHxERkQWdysmBWq2GWm3+pz0T2aK8vDwcP34cU6ZM0b7n4OCAmJgYHDp0qNR1du7ciaioKIwbNw47duxAQEAABg0ahNdffx2OjqXff5ubm4vc3AdPcU9LK87eyM/PR36+/ifNl5/+O5rz/1uWL9MGJcZWzjuyzRoroHy8SivH52fE2O4fU+Y9tizN1vet0ipbvKXjsVxao4r0WVSmWOXZ47FsTCwqQRAEM47F5qSlpcHb2xv39myCl8a9xHK5NF5ojHhyYuaDfqR9Qi6t1+D+JX3IpfGKU3flUnXNwZhxZupP45Ulk/4rZErSf0WvC9OUT5GUkk+zNW37RqVFiuRee5DGK00Pzct48MeQUumw0nRRQ9M+jVGQnqN4n+Zmjs9BKeJjS3p8mnrcGZOaqzJDGq+pSlw79JG0E59n2TdSdJbdvJWN2wWF6Hj1Kuo4OeFNryoIcyr+N7cOiWfKNV57lJaWBu+Q6khNTeWTi+3M9evXERYWhoMHDyIqKkr7/qRJk7B//34cOXKkxDoNGjTAlStXMHjwYLz44ou4dOkSXnzxRbz00kuYOXNmqduZNWsWZs+eXeL9TZs2wd295O+ARERERLYsKysLgwYNMuj3Y97ZR0REZCH+To54JzAA79y+i6F3kzFE44mh7hb+RxiiCqioqAiBgYH44IMP4OjoiIiICFy7dg3vvPOO3sm+KVOmIC4uTvs6LS0N1apVQ9euXc07gbxVf33kfLhhj2Y9umQ+B2fo+Ue/pyX/MCrTn0Gs2J9J8SqtPPEaMbb8/Hzs2bMHXbp0gbOzs+nbtCW2vm+VVtni1YPHcikq0r6tTLGWwR6P5ftZCobgZB8REZEFPebhgaaCEz7NzMCGzHT8VZCPbzIzobGhOxuJzMnf3x+Ojo5ITk7WeT85ORnBwcGlrhMSEgJnZ2edlN2GDRsiKSkJeXl5cHEp+dgkV1dXuLqWvFvd2dnZzL/0l33nvjOy9f+hVWJs5cxEsIH+jItXaeWI14Sxmf/4siRb37dKq2zxyuOxLF5YkT6HyhSrYezpWDYmDj6gg4iIyMLUKgeM9PDCXG8/HM3LRYeujyE5+aa1h0VkES4uLoiIiEB8fLz2vaKiIsTHx+uk9Yq1bdsWly5dQlFRkfa9CxcuICQkpNSJPiIiIqLKrPLe2efu+aCWlKi+nk6NPqlMw2+ZFJP2aXKRRLlaf54yKQriOn3SGnr62gGAh+i13LY9ZFLQpNsTj1Nav0/job8fOdL1RLX/VJKm4s/eUe4uGkPrdZUYi+F35uhsX2Z70tpp4tem1gSU1tNz8yxn8W9YvxadtbevBJPr4kkpcIeY7PlhBKPq8HkYeA2QqdOpFNlxi8cpGYv4HiJpbUzcKnlOtnN1w3IfR7z6xymMbhSOV718Wb+PKoW4uDgMGzYMLVu2RKtWrbBs2TJkZmZixIgRAIChQ4ciLCwM8+bNAwCMHTsWK1aswMsvv4zx48fj4sWLePvtt/HSSy9ZMwwiIiIim1R5J/uIiIhsQD1nF/R11+CzzAyM9ihnLS2iCqJ///64desWZsyYgaSkJISHh2P37t0ICgoCAFy9ehUODg8SUKpVq4bvv/8er7zyCpo2bYqwsDC8/PLLeP31160VAhEREZHN4mQfERGRlfVSa/BJZjo+z8pAT2sPhshCYmNjERsbW+qyffv2lXgvKioKhw8fNvOoiIiIiCq+SjvZd/mf69hz6BiqhwRhQI/OpnWiUFqvPkKWpH9D02Wl6bhicsvk+pdbJke6PfE45VKPjSFNBxaTpAWq5NIExel4khQ+wcC0XqNSFsX9S98QbU+a2ilOz5VL1ZUSp7kWpOfoXWYqY1JQjRm3HEuPW46hMcluzxqps0qQnlfic8nQ1NzybE8J0tRgQ7chbSc6d11DfXUWaZIfLMvKKijR1bPuntiQlY4un23BswP7G7Z9IiIiIiIiiUo72bf1h71YsH4zAKBx3ZpoUq+2lUdERESV2XCNJ5KKCjHyxfHo3KkDQkNCrD0kIiIiIsvbJK28bqRBJlfJJ7IbZnsa74EDB9CrVy+EhoZCpVJh+/btOssFQcCMGTMQEhICNzc3xMTE4OLFizptDh06hPDwcNSsWRPr1q3TWbZ//3507twZfn5+cHd3R7169TBs2DDk5eUZNL6ubVppf166catpQRIRESlEpVJhvIc31Go1lry30trDISIiIiKiCspsk32ZmZlo1qwZVq4s/Q+WhQsX4r333sPq1atx5MgRaDQadOvWDTk5D9ILR44cienTp2PTpk2YN28e/vnnHwDA2bNn0b17d7Rs2RIHDhzAqVOnsHz5cri4uKCwsNCg8TVvUBcP160FAPh45/f4+3pSOSMmIiIqHw8HB4wb/TxWr/sId+/es/ZwiIiIiIioAjJbGm+PHj3Qo0ePUpcJgoBly5Zh2rRp6N27NwBg48aNCAoKwvbt2zFgwAAAxROGLVq0QGBgIHx9fZGeXlzv7YcffkBwcDAWLlyo7bNOnTro3r27weMbP+89vDt5PGJGvQpBENDn5Wn4deMKuLsZUQNMI6q9J1e/T2NYjT5pP3K1/UrcmCyuqZeRLl1aejtLkG5Pbvty45YytfafXFtx7b9M3fpd5byRXFGG1piTqyFnTK07pWrambtPazM5Jpn6ehavvSdHroadxgw19CzN1Pik14r/niQKAI6Spr7X9U/e3br94HyN3LAJ+ZmZeK1BUwzXeKFD4hn92yciIiIiIpIw2519chITE5GUlISYmBjte97e3oiMjMShQ4e0782YMQMNGzaEt7c3WrdujUaNGgEAgoODcePGDRw4cMDkMXx/8Bj6vjIdH86aCAD488JfOHY2weT+iIiIlODr4Iiebhpsy8pAVlGRtYdDREREREQVjFUm+5KSilNmg0R3QNx/fX8ZUJzGe+fOHdy6dQvLly/Xvv/0009j4MCB6NixI0JCQvDkk09ixYoVSEsz/Om4t++lIDU9E25qV3w4eyJcnJ3h4uxczsiIiIjKb4C7BzIFAbtysqw9FCIiIiIiqmBs/mm8Go0GGkkqm6OjIz766CPMnTsXP/30E44cOYK3334bCxYswNGjRxFiwBMM5788Ghp3NXpHt8WQN97G8317wtNdwdRCmdRdcXqukCWZoDQw5VclbSdK/5V79pBsarB0LAauZ0w/skxNMc6UpP/KpepqZLYhTuOVkkvxE8vIKLuNIQxN38zM1LtIsVRZubHIbN8ixGMzx1gskEZrcKquocegpciltpqa1pup0PkjZkQKriL9i/qU7lvXUF/tz77Q79btbNR2cEF3tTs+z8rA4txcuLq6ln+sRERERERUKVjlzr7g4GAAQHJyss77ycnJ2mWGCAsLw5AhQ7BixQqcOXMGOTk5WL16tUHrvvBML7w4oA/Uri7IzM7B+1u2o2m/kXg8dgpOXfzL8GCIiIjMYJiHF24XFWLdx59YeyhERERERFSBWOXOvlq1aiE4OBjx8fEIDw8HAKSlpeHIkSMYO3asSX36+voiJCQEmSbc3fPe5PFo2u855Obl47ufj+C7n48g48h3cFPzTgoiIrKOWk7O6KF2x5vz38GwwQNL3OVORGSXNpXzsWiD5HJciIiIKgezTfZlZGTg0qVL2teJiYk4efIk/Pz8UL16dUyYMAFz585FvXr1UKtWLUyfPh2hoaHo06dPmX2vWbMGJ0+exJNPPok6deogJycHGzduxJkzZ3Rq+xmqbvUwrJszCZ98vQd/X09CjdBgFBQWGt0PERGRkl7w8MbT9+5g2cpVmDrpNWsPh4iIiIiIKgCzTfYdO3YM0dHR2tdxcXEAgGHDhmHDhg2YNGkSMjMzMXr0aKSkpKBdu3bYvXs31Gp1mX23atUKv/zyC8aMGYPr16/Dw8MDjRs3xvbt29GxY0eDxqdy84TKvbjWkpCVhoE9HsXAHo+aEOl/DKzRZ8wyY2roif8NU/bfQ+XGKbeeEYyp7yfH5Np/hpLW+hMzteaYTP0uuXp+0tpegqF3qFr7Th9jtm/umCxcW9DgWnvGsHRdPlOPc2NIa2jK1ca0xHgM3Z743DW1tp9kfzrVraH9uWRNzeuldhEAYLCQjQVvvo2eWz5D+PHjpo2FiIiIiIgqDbNN9nXq1AmCoP82epVKhTlz5mDOnDlG9928eXN88glrGBERkf2LDfDD1ntpWHnrLtZaezBERERERGTzrPKADiIiIjJMFScnjPL3xca7Kbj6zz/WHg4REREREdk4qzygg5QnTp01S1limfRfZMqk20rXk2trKo2n+deTSz2Upinq3Z5Miq+EUinV5mZwujFg3ZRj6bbF47Z2KrStpu4ak35b1rqGLpNj6PaN6d+YmPQxNBUY0NnX0nPcNS1b+7OvZNm95EyMrOKLjXdSML5lFOYFBmiXNTp1wsgBExERERGRveOdfURERDbOw9EBrwZVwc6MDBzOzi57BSIiIiIiqrQ42UdERFQBDPD1Rku1GrNu3UZ2UZG1h0NERERERDaKabxEREQVgINKhdn+/njy2jWsvJeC16r4WXtIREREVJpN5SzKM8gshZmIqBLhZB8k9e6yTKspJ+6jLLLbMLCmnfTyL7t9Q+vkydXlM5V02+JtlKd+n4eo3l5Guun9iIlr+GVK+pSrA2ZqzUBxn9LaYcbUAbOkDN1tq8xQ765EHUC5uoCi7cuNpUSfJo7bHPFKP1MdptbzM7QunxzpMWlqrT2lyJ0vSpyfxtTvE3++Cn0ujiH+2p9dpZvLyNX+XDPLGeN8ffDu3Xvo7qFBI0W2TkRERERE9oRpvERERBXIcG9v+Do64NNUMzzwiIiIiIiIKjxO9hEREVUgNwsKcKewCM3V0nsAiYiIiIiIKnEar5CdDsHRgALn4lRTE9NclUjbLdc2ZNoZk36sl/RzkYtJoXh1eJiYRislTgc2NTXX1LHIbU8updiY1EM5hqYGy6WVyqWjloc4dVYupdcMTE3bLZE2bOo2xJ+p3GevRNpuRWKOtHpzMCLFV6V5sK8dvXSPH7cQH+3PgQCqCGrUv+WCX/JzQUREREREJMU7+xRUWFiI0xcuQRBYUJWIiMzDUaXCa1UDEJ+agSO/HbP2cIiIiIiIyMZwsk9BP/xyGE17DkCfMXG4lnTT2sMhIiI79YSfFxq6ueKZIcPx+4mT1h4OERERERHZkEqbxmsOefn5AIADv53Ac5Nn4/sNK608IiIiskeOKhU2PVQdz6s0aBvTHR+ufA+DBzxj7WEREREREem3SVW+9Qcxi9JQnOwri0ydPnG9OyErDS5CAQBg8GOPYuPXP6AwIwUODmXcPClXB1Ba387QmoEydfEUqdFnxPaMYWjdQbMxsd6e3GeqyKVIOi5DawtKa/2ZSol6foAyNf1k6tsZUydPTK5mnql9KsYcdfrk9qdcn9L6kEbUozOYXA1KQ+v0KVXDU0zuM5P7XKTnp9w5KdrX0l+BXEXHqGuYr/ZnHwB7CwoxLvs2nh05Gl+/OR0LWtZFsFvxgztcV3+pf3tERERERGS3mMaroPo1qgIA3t+yAxlZ2bjw979WHhEREdkzNydHrOvcFOsebYb4G3fRdMdhrDr/LwqL+K+eRERERESVFSf7FFS7aiiObV6D6EfCoQJw7q+/rT0kg+UXFGD/sT9w9vIVaw+FiIiMoFKpMLRBVfzZuzWeqRmEuN8uoO13v/HhHURERERElRTTeMuhtLTT5g3rYcSTj2HvbyfxVNxM7F/1Ntq1aW3aBgxN2y2H3Lx87Pj5CGZ8sAkX/7mOR1tH4Ic175S9okKpu6ZSIh1Zuv/MkeJsjj4rzP060tRHcUqqTEpvibRauVRWJVKDZUjHYmhar1xqsMUZmoZtbFs5cim3cqm64u1LU4rF65maQpwhSaOVS/k1dZxy5NLuZeik9cockwEAVnVtjuFNayJ2/2lEdYrByHqhmN28Dqq4OiP3+j1tW6+de00aCxERERER2T5O9plBp5bN4OzkhPyCAnQc+wYSvv4EdauHWXtYWoIgYNevv+H9bd8h/tgfKCwsgpfGHa7Ozmgb3tjawyMionKIDPbF4afbYdWxS5h58jI+v5KM8Q2rYbSPJ3yc+bVPRERU6ck+JMEN0HwGbPUGkF16Ez4kgcjm8bd+MwgLCsD2hW/gydffRofwxgjwNUMh+3L489IV9Jn0Njzc1Qjw8UbSnXtIy8zCgB6dMaRXV2sPj4iIysnRQYWxDaqiX41ALD7zNxafuYoVKhViqwdiTLUAmP++cSIiKhOfSklERGbCyT4z6d66BbL3f1H8wtSnZppJw5pV4eOpQUp6cfrXoK4dMeLxR9GpfZuynx5MREQVRqCbCxa0rIcJjapj4dELWHQlCe9fvYmJ7yxB7JhR8PQ0w9OLiYiIiIjIqirvZF9WOqAqLP5ZrjaemWvTydV0K1ETUDwWI+v57T9xGnuOnESgpxoHT1/A5AG9UK9qELq2bAI3V5fisWSbt/6ZscxR7062fwvUSDRJpuG1BXWOGbl6ZNLaZSbWEjOZUhPgcv0YWn/OiLp/srX45GoLmoOpdeMssX1D691Jye0LQ2OUHtuZotfS41zaVszUuoBy5M5JMbl6lxLie0Kk93c4in6u6uWGdyLq4ZVG1bH4wjXMmv0m3nlzLpZUDUG0pwY1jhw1bGxERERERGTzKu9kXyWyec/PGDZnGdSuzsjIyoGnuxpf/nwMX8x6STvRR0RE9i/UzRWLm9XGMGc3vHD1OtbfuYdoTxt6oAwREREREZUbczYrgSWfbUebJg1we/f/cPPL93H+43dQWFSE63dSrD00IiKyglAXZ/T28cIvGVmYfC0Jyck3rT0kIiIiIiJSSOW9s8/dEygtJU8mbbdEWq2IuVNOSzAivbhhzWr47tBxxL27Hu5OKuw7cRYA0CuquU47ufjkmBq7qdsrk6XTsuX6NDU12MRxiveF7OdriRRfpVKDM2VSLZUgTQ81NP3XHKmzhm7bXNtXiqmpunLtxPFK04TFr+XSb81xLBmzzwxlYnq6NM1cmtbr5PngiXq+QRq8EuAOLy9XvP3XDdSt2wBxYf4YE1wFIfsOmTJqIiIiIiKyEZV3sq8SmTj4STg4qLDn6Elk5+SgVYM6ePWZxxDq72vtoRERkZU4OajwQrUAPB3si7cSrmHuPzfh4eiAidYeGBERERERlYvZ0njnzZuHRx55BJ6enggMDESfPn2QkJCg0yYnJwfjxo1DlSpV4OHhgX79+iE5OVmnzc6dO1G/fn089NBD2LVrl86yr776Cq1bt4a3tzc8PT3RuHFjTJgwwVwhVVgP16mBj6a9jPNb3seVz5bh85nj8XSnSGsPi4iIbICfsxPm1QxGI3c1zmTlWns4RERERERUTmab7Nu/fz/GjRuHw4cPY8+ePcjPz0fXrl2RmZmpbfPKK6/g66+/xtatW7F//35cv34dffv21S7Pzc3FuHHj8P7772PFihUYO3Ys8vLyAADx8fHo378/+vXrh6NHj+L48eN46623kJ+fb66QiIiI7FYdtQsu53Cyj4iIiIioojNbGu/u3bt1Xm/YsAGBgYE4fvw4OnTogNTUVKxbtw6bNm1C586dAQAfffQRGjZsiMOHD6N169bIzc2Fo6MjwsPDiwfr5ITc3Fy4uLjg66+/Rtu2bTFx4oOEo/r166NPnz7GD1ZUH61EnTNx/TJJnTODa9VJ669pDKyrJiWu/2ZinTiV5LXZ6uZZk6H17sxQT6/E52linUcl6kNK2xm8r+Xq+dkauRpscrXbxPUEpX3IrWcqaY05fYypwycep6H9l2d7pjK0Rh8AQfSPQVKq5KQHLzyMqGlnYv072fXEYzGVXE1L6TFo4v6V1vBzDHnws6u08fV7qO/lhk9v3DVpW0REREREZDssVrMvNbX4jxU/Pz8AwPHjx5Gfn4+YmBhtmwYNGqB69eo4dOgQWrduDS8vL4wYMQIhISFQqVSYO3cuPD2L/0AKDg7Gpk2bcPr0aTz88MOWCoOIiMgu1XVX43puPjIyMuAhN6FKRERERGSPNklvjzLSIOkj8qzHbGm8YkVFRZgwYQLatm2rnZhLSkqCi4sLfHx8dNoGBQUhKenBXRMzZ87E7du3cefOHUyaNEn7/vjx4/HII4+gSZMmqFmzJgYMGID169cjN9d8KUj5BQUQBNvZeUREREqp6eYCAPj76j9WHglVFitXrkTNmjWhVqsRGRmJo0ePGrTe5s2boVKpTMvmICIiIqoELHJn37hx43D69Gn88ssvJq3v7V0yrU6j0eCbb77B5cuXsXfvXhw+fBivvvoq3n33XRw6dAju7u7ynWalA6pCAJL0xozS0wK/OnQSTy9YC0cHBwxoH4EFw59EcLWqeruXTbU0MQXX0PTRcs5Fm5XsZy1JH9WJydSUVAmdfgxN9y1re3qOmTL7NHU90c8Gp5JL2iqRJqxkP7J9GppWLJfSK02ZFPcp7d/E/SI7FrnUYHGKpqkpxHJpn0ql6hoagyUYkRqsyHq2tg0xuTvwJGMRp/U6eummTLsCqOLmXLyaTDo1kVK2bNmCuLg4rF69GpGRkVi2bBm6deuGhIQEBAYG6l3vypUreO2119C+fXsLjpaIiIioYjH7ZF9sbCx27dqFAwcOoGrVB5NjwcHByMvLQ0pKis7dfcnJyQgODja4/zp16qBOnTp4/vnnMXXqVNSvXx9btmzBiBEjlAwDNYOqAABa1quB3b+fxde/ncKKl4dj0KNtFN0OERGRNWicHAEAGRmc7CPzW7JkCUaNGqX9fW316tX45ptvsH79ekyePLnUdQoLCzF48GDMnj0bP//8M1JSUiw4YiIiIjMpT+qoDaWNkm0x22SfIAgYP348vvrqK+zbtw+1atXSWR4REQFnZ2fEx8ejX79+AICEhARcvXoVUVFRJm2zZs2acHd313nir1Ka166GodGR2HTgN6wbPwQ/nDiLofNW4/DZS1jy4mA4OToqvk0iIiJLuT/Zl5nFyT4yr7y8PBw/fhxTpkzRvufg4ICYmBgcOnRI73pz5sxBYGAgRo4ciZ9//rnM7eTm5uqUd0lLK75zPD8/H/n5+eWIoCxuepfk/7csX6YNSoxNpq0hrNhfhY/XiOPk/jFl3LGldKxKU3rf2jol4+W+LR9bv04pTcnrlB3HClT667IxsagEMxWhe/HFF7Fp0ybs2LEDDz30kPZ9b29vuLkVf4Bjx47Ft99+iw0bNsDLywvjx48HABw8eLDM/mfNmoWsrCw89thjqFGjBlJSUvDee+9hy5YtOHHihM42xdLS0uDt7Y17ezbBS1Oc6mtIGi8AFBQW4pkFH+KHk+fwzYxxSLidgpeWf4KOzRpg8/RY+Ho+SJEyNYVRkTRehdIwDWXy9spI45XbhiJpvEYwRxqvyUSfkznisbk0Xjniz97UNF65Pk0lNxYpJdJ45fpUijFpvOKn3Cr1NF7Jk2UNJk5zNSbF1oj0WIP7EKdUG7OvxZ+v3BOEpWTGKdy8qfO6MC0bmfmFqLJ5Pz5dvxaD+j9t+HbMJC0tDd4h1ZGamgovLxO/U8kmXb9+HWFhYTh48KDOP/BOmjQJ+/fvx5EjR0qs88svv2DAgAE4efIk/P39MXz4cKSkpGD79u16tzNr1izMnj27xPubNm0qu9wLERERkY3JysrCoEGDDPr92Gx39q1atQoA0KlTJ533P/roIwwfPhwAsHTpUjg4OKBfv37Izc1Ft27d8P777xvUf8eOHbFy5UoMHToUycnJ8PX1RfPmzfHDDz/onegTE7LSIagKil/I/XEv+qPdCcCmsU+j9+KP8djsFVjz4iDsmvEinl38ER55YRo+mzgSj9SrUdy/QVGUMiFiYB05uQkRJSbwjGHy5IwRy0ytbydXB1CWgceEUaQTTob2I11PNDZjZurFx5rJk9G2TPo5iUmOA9n4DaxtKHuMyI2lPG31MaZGoDnIbU+uZqBk4kpl6sScHFE/cpOJUiYnU8hNEorjlU7aGfE5KUIyeeqo0cBDEKACkJmVpfz2iMohPT0dQ4YMwdq1a+Hv72/welOmTEFcXJz2dVpaGqpVq4auXbuadwJ5q/5rYj7csEezHl0yn4Mzsktv9LTkH1Bk+jOIFfur8PFK+5KRn5+PPXv2oEuXLnB2djZsJVuK1cj+TNq3tk7JeJXeF0qz9X1b2Y5lJa9T9hwrUPGuywq7n6VgCLOm8ZZFrVZj5cqVWLlypdH9R0dHIzo62pShlYvaxRk7XxuOcR99heHvbsSEJzpj/7w4DFv2MTpMWYzFz/XD2B4dbPohGURERFL5hUUAAAcHfoORefn7+8PR0RHJyck67+ur23z58mVcuXIFvXr10r5XVFR8vDo5OSEhIQF16tQpsZ6rqytcXV1LvO/s7Gz4L/0m0fMHlHgMyNb/h1aJsZXdn/zGrN9fhY3XhOPEuOPLhmI1sT/j9q2tUzJepfeF0mx931a2Y1nJ65QdxwqUHJ9svUM3QPMZnLf764+3RM1D2z53jfn9xSJP47U3rs5OWDvqKTStWwuvf/wVvj12GstGPYNvj53CSx98jkvXb+Gd8cPg6Ohg7aESEREZJDE1EwKAOpIau0RKc3FxQUREBOLj49GnTx8AxZN38fHxiI2NLdG+QYMGOHXqlM5706ZNQ3p6Ot59911Uq1bNEsMmovIqz0MIAD6IgIjICJV3si8zHRAKTF5dpVLhpc4tEVO/Gsas+xKPzV6Bp9o0x5DoSLy3ay8cHFRY9Fzxg0fk6oMplnJraJqrXK0yU7dnav2zstJY5dIbDa3PZkz6r1yfptZAE6c3Svs3R101GZb+9cgsx7ZSx6+BZGtFWngsFmdqujqge9wbk6Yst82ka/qXGZjyK637Z0xar8FMTT82dT25tGEZpX0Wl+8Vj6FundqmjYXICHFxcRg2bBhatmyJVq1aYdmyZcjMzNQ+nXfo0KEICwvDvHnzoFar8fDDD+us7+PjAwAl3iciIiKiyjzZp5BGVYOwb/oL2Hj0LOZu+Q5Xbt6BRu2ClnVrWHtoREREBruckgG1kyNCQ0KsPRSqBPr3749bt25hxowZSEpKQnh4OHbv3o2goCAAwNWrV+HgwAwJIiIiIlNwsk8BDg4OGP5oFAZ3bIUfTp5DkxqhqB7gZ+1hERERGexySgbq+Gg4wUIWExsbW2raLgDs27dPdt0NGzYoPyAiIiLSxfT7CouTfQpydnJEz5ZMJyEioorn8r0M1PYxLS2YiIiIiIhsR+Wd7NN4Ahq3ku9La7yJ600ZU3PNmDpVSjOm1paHifXtbFnSv/qXeco8Sltuf2aaWE/L1PXkyMVQnjprtsICMYhr70nr8skRt5XWJJTtRyOzLFOB2oZGxKAzbuk5b2gtTCOoAsP0b98YwaJ+pPX75OrWafQvUyUnmTYWAxlVE9DE+oFKPTdXpdHgcmomHn+oukI9EhERERGRtTBXh4iIqJIrKCzClZQM1PUzfOKYiIiIiIhsEyf7iIiIKrnElHQUFAmoW4WTfUREREREFV3lTePVx0OSqiaX2iqXTinXh3QbplAq5dbSqbvmSNGUpt/Kpc6Kl0nT+8TLMsyQfmsMcVqiUqnASnz2cqnOFZRcyVi51FyT03bL09ZQSqQGS9N2Tb1uSeKTSzs1uHxvcFjZbYwlPc8UuAaoNBqd1zppvSam7UrJpQpLty8n4XbxMdPA38DvNSIiIiIislm8s4+IiKiSS7idAo2LE8K83K09FCIiIiIiKife2UdERFTJXbidhoeqeEOlUuqRH0REdmiT3DXSDdB8Bmz1BpBdepNBBt/DTlSxyJ4bBuC5QaQ43tlHRERUyZ2/nYr6TOElIiIiIrILvLPPGNIaVmLSemji19L1LF0nT0w6TrmYrE2uxpyhtePk6m7JLJOrgyUlrotl6noliMfmIVNbUFpnTFqH0BRK1Qg0B7mxKRG7hKn/xlhh740SXw8kNfpkaxQqRHYbomVClok1Ca157YXucWFr/3594U4qYuqEWnsYRERERESkAN7ZR0REVIndzcrFrcwcPOTPJ/ESEREREdkDTvYRERFVYpfvFd8pWdePk31ERERERPaAabyAbmqXJHWtxGt969kDaayWjs/Q1FxAPp1TofRcQ5mjT5OZmoIrl+5cUUhjkKY/6yN33HmaVsNM0EjOHbnriBmoDE15lRmX2dJ2NaJ+M01LxzV1bLKps9KSBnJlBAwlc2xJU71Nvo6I15MrDSAjKaO4kHyoJ5/ES0RERERkD3hnHxERUSWWnJ4NB5UKARq1tYdCREREREQK4GQfERFRJZaUkY0AjRqODvyVgIiIiIjIHjCNl4iIqBJLzshGsIebtYdBRERE+mySFgAx0iDZYiZEZIcq72RfZjogFJSvD7k6XIbWezK1JqCp9fWkdanktm/hOmMliOvPydWUk9Zmk6nVZurXpFw9LZWJdbJkGVpvTsrE2ntmqTtoap8KfZ46+9rUmoTJSbqv5faLRmaZodcD6flpIkGuDqmhfcjV+jNCOX81fUCu1p/GsBp+JcYiU9tQFRhmUJ8lPidTa52Kzxcl6vcBJc8l8fErOieSMrIR/HBzOL621LTtEhERERGRTWHODhERUSWWlJGNoMAAaw+DiIiIiIgUwsk+IiKiSup6WhaOX7+Npg83tvZQiIiIiIhIIZU3jdfcFErHM5ihqXqWSM01NI0tPVX3daYRqZamprkaup4k7VOcqmtUyqup45RjakqqiCXSdgvTsk3qxlGJsUChGKVpkLLp3KL9Incsy6X7yo7FiLIBhl5/TE05LYvoOmNMOrDKXSYdV5q6q2+ZNKVXbj1Dt23EejoVcaTXW/F+SfpXtx/R8VOiqo6hx3JZKfClXDuWHjoNN2cnPD98qGHbICIiIiIim8c7+4iIiCqhO1k5+OBYAl5s1QDe3t7WHg4RERERESmEk31ERESV0PLD5yAIwMutmcJLRERERGRPONlHRERUCX1xJhH9H64Ff43a2kMhIiIiIiIFVd6afZkZgFBQ/LO4jpI5aljJ1dMyZntK1NszV40uMWm8YtI6fYYKCjZxLJIaVYbWS5O2E/WjkrY1R10+MZkafWapvSdHoe0VpOdYtB8nT9MmM+TqB0prEjp6iT4byeekKquWmj6eotRKufNKStxW7rohXabU9UGuH5nxiOv7mVpDT1qjz9CagcZsT65PuX50avEFV9Xfh/S6JboGKHnOe6ldStYHJCIiIiKiCq/STval+YQCGrfiF65u5t2Yi+SPP1O3pzZwwkLlblr/927qvvYNNK0fabxiaj/9y7xkJm5cTbzzRNqnEv3kSB48oTbz8SPdnlhennm3LZVj+CRdUU6+3mWF2fqXObo5G7wNuX5M7VPMQa1/PWl8Om2l56qLi2iZzPEiPT7dFDi23HwNb2vqtcMYBl7HVM7KnFeCm2Ffc8ZsT65PuX501pN+1oWi40d63RJfA4w558XHXSm6tb6B/IICpFVrAMfMLMP7NafCQsCxeJo9LdO0h/wQEREREVV2lW6yz8XFBcHBwaj59GhrD4WIiMjq5m//EcDr1h5GqYKDg+FSxqQlERERERHpqnSTfWq1GomJiciz9B1RREREZBQXFxeoDb2rnYiIiIiIAFTCyT6geMKPfzwQEREREREREZG94dN4iYiIiIiIiIiI7AQn+4iIiIiIiIiIiOxEpUzjJSIiIiIiogpsk6p86w8SlBkHEZEN4p19REREREREREREdoKTfURERERERERERHaCk3125sCBA+jVqxdCQ0OhUqmwfft2neUZGRmIjY1F1apV4ebmhkaNGmH16tU6bXJycjBu3DhUqVIFHh4e6NevH5KTk3Xa7Ny5E/Xr18dDDz2EXbt2mTssIrOQO1/y8/Px+uuvo0mTJtBoNAgNDcXQoUNx/fp1nT7u3r2LwYMHw8vLCz4+Phg5ciQyMjJ02qxduxY1atRA8+bNceTIEQDF56KzszM2b96s03bAgAFQqVS4cuWKzvs1a9bE9OnTlQueyMyuXbuGZ599FlWqVIGbmxuaNGmCY8eOaZcLgoAZM2YgJCQEbm5uiImJwcWLF3X6OHToEMLDw1GzZk2sW7dO+37r1q0xZswYnbarV6+GSqXChg0bdN4fPnw42rdvr3yAREREREQ2ipN9diYzMxPNmjXDypUrS10eFxeH3bt343//+x/OnTuHCRMmIDY2Fjt37tS2eeWVV/D1119j69at2L9/P65fv46+fftql+fm5mLcuHF4//33sWLFCowdOxZ5eXlmj41IaXLnS1ZWFn7//XdMnz4dv//+O7788kskJCTgiSee0Gk3ePBgnDlzBnv27MGuXbtw4MABjB49Wrv86tWrWLhwITZv3oypU6dixIgRAAAPDw+0bNkS+/bt0+lv3759qFatms77iYmJ+Pvvv9G5c2flgicyo3v37qFt27ZwdnbGd999h7Nnz2Lx4sXw9fXVtlm4cCHee+89rF69GkeOHIFGo0G3bt2Qk5OjbTNy5EhMnz4dmzZtwrx58/DPP/8AAKKjo0ucO3v37i1x7gDF5xTPHSIiIiKqTPiADjvTo0cP9OjRQ+/ygwcPYtiwYejUqRMAYPTo0VizZg2OHj2KJ554AqmpqVi3bh02bdqk/ePoo48+QsOGDXH48GG0bt0aubm5cHR0RHh4OADAyckJubm5cHFxMXd4RIqSO1+8vb2xZ88enfdWrFiBVq1a4erVq6hevTrOnTuH3bt347fffkPLli0BAMuXL8djjz2GRYsWITQ0FGlpafDx8UHTpk0RHByM7OxsbX/R0dH48ssvta/PnTuHnJwcvPzyy9i3bx+GDx8OoHiywtXVFVFRUQp/AkTmsWDBAlSrVg0fffSR9r1atWppfxYEAcuWLcO0adPQu3dvAMDGjRsRFBSE7du3Y8CAAQCKJ+RbtGiBwMBA+Pr6Ij09HUDxuTN//nwkJSUhODgYALB//37MmDEDCxcu1G7n/kR5dHS02WMmIiIiIrIVvLOvkmnTpg127tyJa9euQRAE7N27FxcuXEDXrl0BAMePH0d+fj5iYmK06zRo0ADVq1fHoUOHAABeXl4YMWIEQkJCEBoairFjx8LT09Mq8RBZUmpqKlQqFXx8fAAUpxj6+PhoJ/oAICYmBg4ODtp03YcffhhNmzaFt7c3GjdujLlz52rbRkdHIyEhATdu3ABQfGdSu3bt0LlzZ527k/bu3YuoqCio1WrzB0mkgJ07d6Jly5Z4+umnERgYiObNm2Pt2rXa5YmJiUhKStL5rvH29kZkZKT2uwYAZsyYgYYNG8Lb2xutW7dGo0aNAEB71+DevXsBAGfPnkV2djZGjhyJO3fuIDExEUDxuaNWqzlRTkRERESVCif7Kpnly5ejUaNGqFq1KlxcXNC9e3esXLkSHTp0AAAkJSXBxcVFO5lxX1BQEJKSkrSvZ86cidu3b+POnTuYNGmSJUMgsoqcnBy8/vrrGDhwILy8vAAUny+BgYE67ZycnODn56dzvqxbtw7Jycm4c+cOBg8erH2/bdu2cHFx0U7s7du3Dx07dkRERARu376tnbDYv38/70yiCuWvv/7CqlWrUK9ePXz//fcYO3YsXnrpJXz88ccAoD0/goKCdNaTftfcn7y7desWli9frn1fo9GgVatWOudOu3bt4OrqijZt2ui8HxUVBVdXVzNGS0RERERkWzjZV8ksX74chw8fxs6dO3H8+HEsXrwY48aNw48//mh0X97e3ryjjyqF/Px8PPPMMxAEAatWrTKpj/sPKRBzd3fHI488op2Y2L9/Pzp16gQnJyfthMVff/2Fq1evcrKPKpSioiK0aNECb7/9Npo3b47Ro0dj1KhRJR4IZQiNRqNT6+++Tp066Uzq3S9P0bFjR533ee4QERERUWXDyb5KJDs7G2+88QaWLFmCXr16oWnTpoiNjUX//v2xaNEiAEBwcDDy8vKQkpKis25ycrK2LhJRZXJ/ou/vv//Gnj17tHf1AcXny82bN3XaFxQU4O7duwafL9HR0di7dy/OnDmD7OxstGjRAkDxhMXevXuxd+9euLu7IzIyUrmgiMwsJCREm3J7X8OGDXH16lUA0J4f0ie9G/NdEx0djQsXLuDatWvau2KBB5N9ly9fxj///MOHcxARERFRpcMHdFQi+fn5yM/Ph4OD7hyvo6MjioqKAAARERFwdnZGfHw8+vXrBwBISEjA1atXWfOIKp37E30XL17E3r17UaVKFZ3lUVFRSElJwfHjxxEREQEA+Omnn1BUVGTw5Fx0dDTmzp2LTZs2oV27dnB0dAQAdOjQAR988AEEQdCm+xJVFG3btkVCQoLOexcuXECNGjUAFD+sIzg4GPHx8dqHPaWlpeHIkSMYO3asQdto06YNXFxc8P777yMnJ0d7Dj7yyCO4desW1q9fr033JSIiIlLMJlX51h8kKDMOIhmc7LMzGRkZuHTpkvZ1YmIiTp48CT8/P1SvXh0dO3bExIkT4ebmhho1amD//v3YuHEjlixZAqA4NXfkyJGIi4uDn58fvLy8MH78eERFRaF169bWCovILOTOl5CQEDz11FP4/fffsWvXLhQWFmprifn5+cHFxQUNGzZE9+7dtemJ+fn5iI2NxYABAxAaGmrQGNq0aQNXV1csX74cU6dO1b7fqlUr3Lx5Ezt27MCUKVOUDZzIzF555RW0adMGb7/9Np555hkcPXoUH3zwAT744AMAgEqlwoQJEzB37lzUq1cPtWrVwvTp0xEaGoo+ffoYtA03Nze0bt0ay5cvR9u2bbUT5S4uLjrvOzs7mytMIiIiIiKbxDReO3Ps2DE0b94czZs3BwDExcWhefPmmDFjBgBg8+bNeOSRRzB48GA0atQI8+fPx1tvvYUxY8Zo+1i6dCkef/xx9OvXDx06dEBwcDC+/PJLq8RDZE5y58u1a9ewc+dO/PvvvwgPD0dISIj2v4MHD2r7+PTTT9GgQQM8+uijeOyxx9CuXTvthIYh1Go1WrdujfT0dG3NMQBwdXXVvs+aY1TRPPLII/jqq6/w2Wef4eGHH8abb76JZcuW6TygZtKkSRg/fjxGjx6NRx55BBkZGdi9e7dRT52Ojo4uce4Axam8PHds38qVK1GzZk2o1WpERkbi6NGjetuuXbsW7du3h6+vL3x9fRETEyPbnoiIiKgy4519dqZTp04QBP23BQcHB+Ojjz6S7UOtVmPlypVYuXKl0sMjsillnS9yy+7z8/PDpk2byjWO+w8TkNq7d2+5+iWypscffxyPP/643uUqlQpz5szBnDlzTN7GrFmzMGvWrBLvz5w5EzNnzjS5XzK/LVu2IC4uDqtXr0ZkZCSWLVuGbt26ISEhocRTzoHi6+TAgQPRpk0bqNVqLFiwAF27dsWZM2cQFhZmhQiIiIiIbBcn+4iIiIjIopYsWYJRo0ZhxIgRAIDVq1fjm2++wfr16zF58uQS7T/99FOd1x9++CG2bduG+Ph4DB06tNRt5ObmIjc3V/s6LS0NwIMaxubjpndJ/n/L8mXaoMTYZNoawor9Vfh4K1OsRvbHeMvqrzLFKt+fQRivRfqq8LEa2Z9txKssY35/UQmG3LpCRERERKSAvLw8uLu744svvtCp0Ths2DCkpKRgx44dZfaRnp6OwMBAbN26Ve8dpLNmzcLs2bNLvL9p0ya4u7ubPH4iIiIia8jKysKgQYOQmpoKLy8v2ba8s4+IiIiILOb27dsoLCxEUFCQzvtBQUE4f/68QX28/vrrCA0NRUxMjN42U6ZMQVxcnPZ1WloaqlWrhq5du5b5C3K5bPXWuygfbtijWY8umc/BGdmlN3o61eD+DGLF/ip8vJUpViP7Y7xl9FeZYrXw+JTur8LHW5liNbI/m4hXYfezFAzByT4iIiIiqjDmz5+PzZs3Y9++fbIPdHF1dYWrq2uJ952dnc38lGY9f1CIx4Bs/X94lBhb2f3Jb8z6/VXYeCtTrCb2x3j19VeZYjWsP/mNWb+/ChtvZYrVxP6sG6+yjPn9hZN9RERERGQx/v7+cHR0RHJyss77ycnJCA4Oll130aJFmD9/Pn788Uc0bdrUnMMkIiIiqrAcrD0AIiIiIqo8XFxcEBERgfj4eO17RUVFiI+PR1RUlN71Fi5ciDfffBO7d+9Gy5YtLTFUIiIiogqJd/YRERERkUXFxcVh2LBhaNmyJVq1aoVly5YhMzNT+3TeoUOHIiwsDPPmzQMALFiwADNmzMCmTZtQs2ZNJCUlAQA8PDzg4eFhtTiIiIiIbBEn+4iIiIjIovr3749bt25hxowZSEpKQnh4OHbv3q19aMfVq1fh4PAgAWXVqlXIy8vDU089pdPPzJkzMWvWLEsOnYiIiMjmcbKPiIiIiCwuNjYWsbGxpS7bt2+fzusrV66Yf0BEREREdoI1+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7ISTJTaSk5ODvLw8S2yKiIiIyCxcXFygVqutPQwiIiIiIllmn+zLyclBrZo1kZScbO5NEREREZlNcHAwEhMTOeFHRERERDbN7JN9eXl5SEpOxj8XzsDL01OhTnOV6QeAkJ+tWF8AFB0bcjIV60rITlesLwBAlnL9CQr2BQDIVLC/zAzl+gKAjDTl+spS7vgAAGQoF6uQlaVYX0rHWZiWo1hfBRnK9QUAhQr2l5+h4LUIQGZWgWJ9ZWUr2JeC4wKA7KIixfrKKlSuLwDILCpUrK90hceWUiAo1te9AmXHdrdAmc8tDwI+TUpCXl4eJ/uIiIiIyKZZJI0XALw8PeHl5aVMZ3nK/UEs5Cn8EeQ5K9eXs0qxrgRHZf94gkq5PzoFlbJ/rENQsD8l+wKAQgUnYIrylesLAApcFOtKKFRwbAUKnlMACl2U26cFzspePwqdHBXrK0/BvgDAwVG5yRwHB+WuRw4OypaeVbQ35T6y4u4E5TosUO7rBQCQo1Jun7qqlB2cCxQOloiIiIjIxvEBHURERERERERERHaCk31ERERERERERER2gpN9REREREREREREdoKTfURERERERERERHaCk31ERERERERERER2gpN9REREREREREREdoKTfURERERERERERHaCk31ERERERERERER2gpN9REREREREREREdoKTfURERERERERERHaCk31EREREZHErV65EzZo1oVarERkZiaNHj8q237p1Kxo0aAC1Wo0mTZrg22+/tdBIiYiIiCoWTvYRERERkUVt2bIFcXFxmDlzJn7//Xc0a9YM3bp1w82bN0ttf/DgQQwcOBAjR47EiRMn0KdPH/Tp0wenT5+28MiJiIiIbJ+TpTaUlp6uXGd5uYp1JeRnK9YXAEXHhpxMxboSspXrCwCQlaVYV0KWwvtAyf6ycpTrCwCylTw+8pTrS+H+hNx8xfpCnoJ9ASjMK1Csr4J85foCgMKCQsX6ylewLwDILFSuv6yiIpvsCwCybXhsWYJy/WUr2BcA5AiCYn3lKtgXAORBmf6U6oeKLVmyBKNGjcKIESMAAKtXr8Y333yD9evXY/LkySXav/vuu+jevTsmTpwIAHjzzTexZ88erFixAqtXry51G7m5ucjNffC9m5qaCgC4e/cu8vOV/W7RkaXWuygfamSpsnAnSw1nfcfUnTsG92cQK/ZX4eOtTLEa2R/jLaO/yhSrhcendH8VPt7KFKuR/dlEvApL/29eTTDg92WVYEirckhNTUXVqlWRkZFhzs0QERERmVVwcDASExOhVpfzF8FKLi8vD+7u7vjiiy/Qp08f7fvDhg1DSkoKduzYUWKd6tWrIy4uDhMmTNC+N3PmTGzfvh1//PFHqduZNWsWZs+erfTwiYiIiKzqn3/+QdWqVWXbmP3OPpVKhYyMDPzzzz/w8vIy9+asKi0tDdWqVbP7WBmn/akssTJO+1JZ4gQqT6y2HqeLiwsn+hRw+/ZtFBYWIigoSOf9oKAgnD9/vtR1kpKSSm2flJSkdztTpkxBXFyc9nVRURHu3r2LKlWqQKVSlSMC09n6Ma60yhRvZYoVYLz2rDLFClSueCtTrIB9xisIAtLT0xEaGlpmW4ul8Xp5ednNB1yWyhIr47Q/lSVWxmlfKkucQOWJtbLESebl6uoKV1dXnfd8fHysMxiJynaMV6Z4K1OsAOO1Z5UpVqByxVuZYgXsL15vb2+D2vEBHURERERkMf7+/nB0dERycrLO+8nJyQgODi51neDgYKPaExEREVVmnOwjIiIiIotxcXFBREQE4uPjte8VFRUhPj4eUVFRpa4TFRWl0x4A9uzZo7c9ERERUWVm9jReV1dXzJw5s0QahT2qLLEyTvtTWWJlnPalssQJVJ5YK0ucBMTFxWHYsGFo2bIlWrVqhWXLliEzM1P7dN6hQ4ciLCwM8+bNAwC8/PLL6NixIxYvXoyePXti8+bNOHbsGD744ANrhmG0ynaMV6Z4K1OsAOO1Z5UpVqByxVuZYgUqX7xSZn8aLxERERGR1IoVK/DOO+8gKSkJ4eHheO+99xAZGQkA6NSpE2rWrIkNGzZo22/duhXTpk3DlStXUK9ePSxcuBCPPfaYlUZPREREZLs42UdERERERERERGQnWLOPiIiIiIiIiIjITnCyj4iIiIiIiIiIyE5wso+IiIiIiIiIiMhOcLKPiIiIiIiIiIjITpg02bdy5UrUrFkTarUakZGROHr0qGz7rVu3okGDBlCr1WjSpAm+/fZbneWCIGDGjBkICQmBm5sbYmJicPHiRVOGpihj4jxz5gz69euHmjVrQqVSYdmyZSXazJo1CyqVSue/Bg0amDECwxgT55dffomWLVvCx8cHGo0G4eHh+OSTT3Ta2Or+BIw/du/bvHkzVCoV+vTpo/P+8OHDS+zT7t27m2HkxjE2zpSUFIwbNw4hISFwdXVF/fr1S5ynpn525mTMmDp16lRiX6lUKvTs2VPbxlb3J2BcrPn5+ZgzZw7q1KkDtVqNZs2aYffu3eXq0xIOHDiAXr16ITQ0FCqVCtu3by9znX379qFFixZwdXVF3bp1dZ7cCdjmddfYOL/88kt06dIFAQEB8PLyQlRUFL7//vsS7Sr6/vzll1/Qtm1bVKlSBW5ubmjQoAGWLl2q08YW9ydVPmUd28nJyRg+fDhCQ0Ph7u6O7t276/wedOXKlVK/j1QqFbZu3apt99JLLyEiIgKurq4IDw+3UHQlWSre++7cuYOqVatCpVIhJSXFzNHpskSsGzZs0Nvm5s2blgy33PECQFJSEoYMGYLg4GBoNBq0aNEC27Zt02lz9+5dDB48GF5eXvDx8cHIkSORkZFh7vB0WCrWJ554AtWrV4darUZISAiGDBmC69evmzu8EiwVLwB88803iIyMhJubG3x9fUv8vWQJlor3999/R5cuXeDj44MqVapg9OjRFfJYvnz5Mp588knt75bPPPMMkpOTtcuvXLmCkSNHolatWnBzc0OdOnUwc+ZM5OXlWSJEHZaIF4B2Hkf83/z5880dnlkZPdm3ZcsWxMXFYebMmfj999/RrFkzdOvWTe+X08GDBzFw4ECMHDkSJ06cQJ8+fdCnTx+cPn1a22bhwoV47733sHr1ahw5cgQajQbdunVDTk6O6ZGVk7FxZmVloXbt2pg/fz6Cg4P19tu4cWPcuHFD+98vv/xirhAMYmycfn5+mDp1Kg4dOoQ///wTI0aMwIgRI3T+8LTF/QkYH+t9V65cwWuvvYb27duXurx79+46+/Szzz4zx/ANZmyceXl56NKlC65cuYIvvvgCCQkJWLt2LcLCwkzu0xKMHdOXX36ps59Onz4NR0dHPP300zrtbG1/AsbHOm3aNKxZswbLly/H2bNnMWbMGDz55JM4ceKEyX1aQmZmJpo1a4aVK1ca1D4xMRE9e/ZEdHQ0Tp48iQkTJuD5558vMRFma9ddY+M8cOAAunTpgm+//RbHjx9HdHQ0evXqZXf7U6PRIDY2FgcOHMC5c+cwbdo0TJs2DR988IFOO1vbn1T5yB3bgiCgT58++Ouvv7Bjxw6cOHECNWrUQExMDDIzMwEA1apV0zmGb9y4gdmzZ8PDwwM9evTQ6e+5555D//79LRKXPpaMFwBGjhyJpk2bmj2u0lgi1v79+5do061bN3Ts2BGBgYEVKl4AGDp0KBISErBz506cOnUKffv2xTPPPKPzHTV48GCcOXMGe/bswa5du3DgwAGMHj3aIjHeZ6lYo6Oj8fnnnyMhIQHbtm3D5cuX8dRTT1kkRjFLxbtt2zYMGTIEI0aMwB9//IFff/0VgwYNskiMYpaI9/r164iJiUHdunVx5MgR7N69G2fOnMHw4cMtFSaA8seamZmJrl27QqVS4aeffsKvv/6KvLw89OrVC0VFRQCA8+fPo6ioCGvWrMGZM2ewdOlSrF69Gm+88YZFY70/XnPHe9+cOXN0rs3jx4+3SIxmIxipVatWwrhx47SvCwsLhdDQUGHevHmltn/mmWeEnj176rwXGRkpvPDCC4IgCEJRUZEQHBwsvPPOO9rlKSkpgqurq/DZZ58ZOzzFGBunWI0aNYSlS5eWeH/mzJlCs2bNFBxl+ZUnzvuaN28uTJs2TRAE292fgmBarAUFBUKbNm2EDz/8UBg2bJjQu3dvneWlvWdtxsa5atUqoXbt2kJeXp5ifVpCece0dOlSwdPTU8jIyNC+Z4v7UxCMjzUkJERYsWKFznt9+/YVBg8ebHKflgZA+Oqrr2TbTJo0SWjcuLHOe/379xe6deumfW2L110xQ+IsTaNGjYTZs2drX9vD/izNk08+KTz77LPa17a+P6nykR7bCQkJAgDh9OnT2vcKCwuFgIAAYe3atXr7CQ8PF5577rlSl9nScW/ueN9//32hY8eOQnx8vABAuHfvnpLDN4ol9q0gCMLNmzcFZ2dnYePGjYqM21SmxqvRaEqM3c/PT9vm7NmzAgDht99+0y7/7rvvBJVKJVy7ds1M0cgzV6yl2bFjh6BSqWR/zzY3c8Wbn58vhIWFCR9++KF5AzCSueJds2aNEBgYKBQWFmqX//nnnwIA4eLFi2aKRp4psX7//feCg4ODkJqaqm2TkpIiqFQqYc+ePXq3tXDhQqFWrVrKB2EEc8arbw6nIjPqzr68vDwcP34cMTEx2vccHBwQExODQ4cOlbrOoUOHdNoDQLdu3bTtExMTkZSUpNPG29sbkZGRevs0N1PiNNTFixcRGhqK2rVrY/Dgwbh69Wp5h2uy8sYpCALi4+ORkJCADh06ALDN/QmYHuucOXMQGBiIkSNH6m2zb98+BAYG4qGHHsLYsWNx584dRcduDFPi3LlzJ6KiojBu3DgEBQXh4Ycfxttvv43CwkKT+zQ3Jca0bt06DBgwABqNRud9W9qfgGmx5ubmQq1W67zn5uamvQPKFvepKcr6frnPlq67SigqKkJ6ejr8/PwA2M/+lDpx4gQOHjyIjh076rxvb/uT7Etubi4A6FyDHRwc4Orqqvcu1OPHj+PkyZOyv2vYKiXjPXv2LObMmYONGzfCwcH2yoqba99u3LgR7u7uVrn7S46h8bZp0wZbtmzB3bt3UVRUhM2bNyMnJwedOnUCUPxd7ePjg5YtW2rXiYmJgYODA44cOWKZYMqgVKxSd+/exaeffoo2bdrA2dnZrDEYQ6l4f//9d1y7dg0ODg5o3rw5QkJC0KNHD50MPlugVLy5ublwcXHRuT65ubkBgM1kGRgSa25uLlQqFVxdXbVt1Go1HBwcZONITU3V/u5pK5SOd/78+ahSpQqaN2+Od955BwUFBRaIwnyM+ia9ffs2CgsLERQUpPN+UFAQkpKSSl0nKSlJtv39/xvTp7mZEqchIiMjsWHDBuzevRurVq1CYmIi2rdvj/T09PIO2SSmxpmamgoPDw+4uLigZ8+eWL58Obp06QLANvcnYFqsv/zyC9atW4e1a9fq7bd79+7YuHEj4uPjsWDBAuzfvx89evTQTpRZmilx/vXXX/jiiy9QWFiIb7/9FtOnT8fixYsxd+5ck/s0t/KO6ejRozh9+jSef/55nfdtbX8CpsXarVs3LFmyBBcvXkRRURH27NmjTWM2tU9bpO/7JS0tDdnZ2QBs77qrhEWLFiEjIwPPPPMMAPvZn/dVrVoVrq6uaNmyJcaNG6dzntrj/iT70qBBA1SvXh1TpkzBvXv3kJeXhwULFuDff//VXoOl1q1bh4YNG6JNmzYWHm35KRVvbm4uBg4ciHfeeQfVq1e31PCNYq59u27dOgwaNEg7aWArDI33888/R35+PqpUqQJXV1e88MIL+Oqrr1C3bl0Axd/V0vRkJycn+Pn52cx3lFKx3vf6669Do9GgSpUquHr1Knbs2GHpkGQpFe9ff/0FoLie7rRp07Br1y74+vqiU6dOuHv3rlViK41S8Xbu3BlJSUl45513kJeXh3v37mHy5MkAoPcaYGmGxNq6dWtoNBq8/vrryMrKQmZmJl577TUUFhbqjePSpUtYvnw5XnjhBUuGUyYl433ppZewefNm7N27Fy+88ALefvttTJo0yVqhKcL2/tnMjvXo0QNPP/00mjZtim7duuHbb79FSkoKPv/8c2sPzSienp44efIkfvvtN7z11luIi4vDvn37rD0sRaWnp2PIkCFYu3Yt/P399bYbMGAAnnjiCTRp0gR9+vTBrl278Ntvv1Woz6OoqAiBgYH44IMPEBERgf79+2Pq1KlYvXq1tYdmNuvWrUOTJk3QqlUrnfftYX8CwLvvvot69eqhQYMGcHFxQWxsLEaMGGGTd0qYm71cd+/btGkTZs+ejc8//9zitZ0s5eeff8axY8ewevVqLFu2TKdupr3tT7I/zs7O+PLLL3HhwgX4+fnB3d0de/fuRY8ePUq9BmdnZ2PTpk0V8q4+QLl4p0yZgoYNG+LZZ5+11NCNZo59e+jQIZw7d84m97+h8U6fPh0pKSn48ccfcezYMcTFxeGZZ57BqVOnrDh64ygd68SJE3HixAn88MMPcHR0xNChQyEIgqXD0kupeO/XO5s6dSr69euHiIgIfPTRR3ofvmMtSsXbuHFjfPzxx1i8eDHc3d0RHByMWrVqISgoyGZ+xzYk1oCAAGzduhVff/01PDw84O3tjZSUFLRo0aLUOK5du4bu3bvj6aefxqhRoywdkiwl442Li0OnTp3QtGlTjBkzBosXL8by5cu1dw9WRE7GNPb394ejo2OJJ5ckJyfrfShFcHCwbPv7/09OTkZISIhOG2s9ecyUOE3h4+OD+vXr49KlS4r1aQxT43RwcND+C0d4eDjOnTuHefPmoVOnTja5PwHjY718+TKuXLmCXr16ad+7/4Xm5OSEhIQE1KlTp8R6tWvXhr+/Py5duoRHH31U4SjKZso+DQkJgbOzMxwdHbXvNWzYEElJScjLy7PY+WCM8owpMzMTmzdvxpw5c8rcjrX3J2BarAEBAdi+fTtycnJw584dhIaGYvLkyahdu7bJfdoifd8vXl5eeu+QsPZ1tzw2b96M559/Hlu3btVJ2bWX/XlfrVq1AABNmjRBcnIyZs2ahYEDB5batiLvT7JfEREROHnyJFJTU5GXl4eAgABERkbqpDHe98UXXyArKwtDhw61wkiVoUS8P/30E06dOoUvvvgCALQTI/7+/pg6dSpmz55t/kAMoPS+/fDDDxEeHo6IiAhzDttkZcV7+fJlrFixAqdPn0bjxo0BAM2aNcPPP/+MlStXYvXq1QgODi7xsKiCggLcvXvXpr6jlIj1Pn9/f/j7+6N+/fpo2LAhqlWrhsOHDyMqKsoqsZVGiXjv/63XqFEjbb+urq6oXbu2zZXYUGr/Dho0CIMGDUJycjI0Gg1UKhWWLFmi/R3bFhhyneratSsuX76M27dvw8nJCT4+PggODi4Rx/Xr1xEdHY02bdqUeGCarVAyXrHIyEgUFBTgypUreOihhywRiuKMmoJ2cXFBREQE4uPjte8VFRUhPj5e78UrKipKpz0A7NmzR9u+Vq1aCA4O1mmTlpaGI0eOWO2CaEqcpsjIyMDly5d1JsUsSak4i4qKtDPetrg/AeNjbdCgAU6dOoWTJ09q/3viiSe0T/2sVq1aqdv5999/cefOnQq1T9u2bYtLly7pPI3owoULCAkJgYuLi8XOB2OUZ0xbt25Fbm6uQXcPWHt/AuWLVa1WIywsDAUFBdi2bRt69+5d7j5tSVnfL6Wx9nXXVJ999hlGjBiBzz77DD179tRZZi/7szTi75fSVNT9SZWDt7c3AgICcPHiRRw7dkx7DRZbt24dnnjiCQQEBFhhhMoqT7zbtm3DH3/8of2d68MPPwRQfKfvuHHjLDJ+YyixbzMyMvD555/b5F19UvrizcrKAoASdwM5Ojpqf6+MiopCSkoKjh8/rl3+008/oaioCJGRkRaKwHDlibU095fZ6t1B5Yk3IiICrq6uSEhI0C7Pz8/HlStXUKNGDQtFYByl9m9QUBA8PDywZcsWqNVqbUkrW2LIdcrf3x8+Pj746aefcPPmTTzxxBPaZdeuXUOnTp20d2zayt2L+pQ3XqmTJ0/CwcGhYmfSGPtEj82bNwuurq7Chg0bhLNnzwqjR48WfHx8hKSkJEEQBGHIkCHC5MmTte1//fVXwcnJSVi0aJFw7tw5YebMmYKzs7Nw6tQpbZv58+cLPj4+wo4dO4Q///xT6N27t1CrVi0hOzu7vA8gMZmxcebm5gonTpwQTpw4IYSEhAivvfaacOLECZ0n87z66qvCvn37hMTEROHXX38VYmJiBH9/f+HmzZsWj+8+Y+N8++23hR9++EG4fPmycPbsWWHRokWCk5OTzpOMbHF/CoLxsUpJn9Sanp4uvPbaa8KhQ4eExMRE4ccffxRatGgh1KtXT8jJyTF3OHoZG+fVq1cFT09PITY2VkhISBB27dolBAYGCnPnzjW4T2swdX+2a9dO6N+/f4n3bXV/CoLxsR4+fFjYtm2bcPnyZeHAgQNC586dhVq1auk81dAW92l6err2OgpAWLJkiXDixAnh77//FgRBECZPniwMGTJE2/6vv/4S3N3dhYkTJwrnzp0TVq5cKTg6Ogq7d+/WtrHF666xcX766aeCk5OTsHLlSuHGjRva/1JSUrRt7GF/rlixQti5c6dw4cIF4cKFC8KHH34oeHp6ClOnTtW2scX9SZVPWcf2559/Luzdu1e4fPmysH37dqFGjRpC3759S/Rz8eJFQaVSCd99912p27l48aJw4sQJ4YUXXhDq16+v3WZubq5Z45OyVLxie/futcrTeC0Z64cffiio1WqrPnG4vPHm5eUJdevWFdq3by8cOXJEuHTpkrBo0SJBpVIJ33zzjbZd9+7dhebNmwtHjhwRfvnlF6FevXrCwIED7S7Ww4cPC8uXLxdOnDghXLlyRYiPjxfatGkj1KlTx+K/S1pq37788stCWFiY8P333wvnz58XRo4cKQQGBgp37961y3iXL18uHD9+XEhISBBWrFghuLm5Ce+++26FilUQBGH9+vXCoUOHhEuXLgmffPKJ4OfnJ8TFxWmX//vvv0LdunWFRx99VPj33391fv+0NEvEe/DgQWHp0qXCyZMnhcuXLwv/+9//hICAAGHo0KEWjVVpRk/2CULxQV69enXBxcVFaNWqlXD48GHtso4dOwrDhg3Taf/5558L9evXF1xcXITGjRvrnDCCIAhFRUXC9OnThaCgIMHV1VV49NFHhYSEBFOGpihj4kxMTBQAlPivY8eO2jb9+/cXQkJCBBcXFyEsLEzo37+/cOnSJQtGVDpj4pw6dapQt25dQa1WC76+vkJUVJSwefNmnf5sdX8KgvHHrph0si8rK0vo2rWrEBAQIDg7Ows1atQQRo0aZdU/ru8zNs6DBw8KkZGRgqurq1C7dm3hrbfeEgoKCgzu01qMjfP8+fMCAOGHH34o0Zct709BMC7Wffv2CQ0bNhRcXV2FKlWqCEOGDBGuXbtmVJ/WcP+PO+l/92MbNmyYzjX1/jrh4eGCi4uLULt2beGjjz7SWW6L111j4+zYsaNs+/sq+v587733hMaNGwvu7u6Cl5eX0Lx5c+H9998XCgsLtW1scX9S5VPWsf3uu+8KVatWFZydnYXq1asL06ZNK3WCbsqUKUK1atV0jnExfed+YmKiGaMryVLxlrZNS0+EWTLWqKgoYdCgQeYKxSBKxHvhwgWhb9++QmBgoODu7i40bdpU2Lhxo06bO3fuCAMHDhQ8PDwELy8vYcSIEUJ6erqlwhQEwTKx/vnnn0J0dLTg5+cnuLq6CjVr1hTGjBkj/Pvvv5YMVRAEy+3bvLw84dVXXxUCAwMFT09PISYmRjh9+rSlwtSyVLxDhgwR/Pz8BBcXl1KXW4ISsb7++utCUFCQ4OzsLNSrV09YvHixUFRUpF3+0UcflboNE+4VKzdLxHv8+HEhMjJS8Pb2FtRqtdCwYUPh7bfftvoNH+WlEgQbqhZKREREREREREREJrPtxGsiIiIiIiIiIiIyGCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7AQn+4iIiIiIiIiIiOwEJ/uIiIiIiIiIiIjsBCf7iIiIiIiIiIiI7MT/AfjkcYFPjhhuAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "training_cross.plot(\n", " save_fig=True, \n", " name=\"cross_training.png\", \n", " plot_type=\"pcolor\",\n", " cmap=\"plasma\", \n", " map_levels=np.arange(0, 1.1, .1), \n", " map_ticks=np.arange(0, 1.1, .2),\n", " folder=\"./plots-EquatorialAtalantic_Impact_Nino/\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from spy4cast.meteo import Anom" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Preprocessing data for variable sst took: 0.013 seconds\n", "[INFO] Preprocessing data for variable sst took: 0.245 seconds\n", "[INFO] Applying Validation\n", " Training\n", " ---------- \n", " Shapes: Z(8400, 26) \n", " Y(3000, 26) \n", " Regions: Z DJF (30.00ºS, 30.00ºN - 160.00ºE, 60.00ºW) \n", " Y JJA (30.00ºS, 10.00ºN - 60.00ºW, 15.00ºE)\n", " \n", " Validation\n", " ---------- \n", " Shapes: Z(8400, 24) \n", " Y(3000, 24) \n", " Regions: Z DJF (30.00ºS, 30.00ºN - 160.00ºE, 60.00ºW) \n", " Y JJA (30.00ºS, 10.00ºN - 60.00ºW, 15.00ºE)\n", "\n", "\tTook: 0.590 seconds\n", "[INFO] Saving plot with path ./plots-EquatorialAtalantic_Impact_Nino/validation19962019.png\n" ] }, { "data": { "text/plain": [ "((
,),\n", " (,\n", " ,\n", " ,\n", " ))" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "validating_y1 = Preprocess(Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-30, latf=10, lon0=-60, lonf=15, month0=Month.JUN, monthf=Month.AUG,\n", " year0=1996, yearf=2019)))\n", "validating_z1 = Preprocess(Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(\n", " Region(lat0=-30, latf=30, lon0=-200, lonf=-60, month0=Month.DEC, monthf=Month.FEB,\n", " year0=1997, yearf=2020)))\n", "validation1 = Validation(training_mca, validating_y1, validating_z1)\n", "\n", "validation1.plot(\n", " save_fig=True,\n", " figsize=(12, 8),\n", " folder=\"./plots-EquatorialAtalantic_Impact_Nino/\", \n", " name=\"validation19962019.png\", \n", " cmap=\"magma\", \n", " version='default',\n", " map_levels=np.arange(0, 1.01, .1),\n", " map_ticks=np.arange(0, 1.01, .2),\n", ")" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saving plot with path ./plots-EquatorialAtalantic_Impact_Nino/validated_zhat.png\n" ] }, { "data": { "text/plain": [ "(
,\n", " (,\n", " ,\n", " ))" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "validation1.plot_zhat(\n", " [1997, 1998, 2009],\n", " save_fig=True,\n", " figsize=(11, 7),\n", " name=\"validated_zhat.png\",\n", " folder=\"./plots-EquatorialAtalantic_Impact_Nino/\",\n", " y_levels=np.arange(-1.1, 1.11, .1), \n", " z_levels=np.arange(-1.1, 1.11, .1))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "atlantic_nino_anomaly = Anom(\n", " Dataset(\"HadISST_sst.nc\", \"./datasets\").open(\"sst\").slice(Region(-3, 3, -20, 0, Month.JUN, Month.AUG, 1970, 2019)), \"ts\")\n", "\n", "fig = plt.figure(figsize=(10, 5))\n", "ax = fig.add_subplot()\n", "ax.plot(atlantic_nino_anomaly.time.values, atlantic_nino_anomaly.data.values, label=\"Atlantic Niño index\", color=\"black\", alpha=.5)\n", "ax.legend()\n", "ax.grid()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "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": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 4 }