diff --git a/docs/tutorials/background_estimation/line_background/background_estimation_class_HY20241014.ipynb b/docs/tutorials/background_estimation/line_background/background_estimation_class_HY20241014.ipynb new file mode 100644 index 00000000..60bc5418 --- /dev/null +++ b/docs/tutorials/background_estimation/line_background/background_estimation_class_HY20241014.ipynb @@ -0,0 +1,2228 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "108bdc7f-2fb5-4253-8d5a-487ff2244f0a", + "metadata": {}, + "source": [ + "# Line Background Estimation Using Adjacent Energy Bins\n", + "\n", + "H.Yoneda, S. Mittal\n", + "\n", + "This is a tutorial notebook on background estimation for gamma-ray lines.\n", + "The basic idea is as follows:\n", + "- Extracting the event distribution in the Compton data space from adjacent energy bins of the energy of interest.\n", + "- Making a binned histogram using the extracted events.\n", + "- Estimate the total number of expected background counts in the line energy bin by fitting the adjacent energy bin data, and modify the normalization of the binned histogram accordingly.\n", + "\n", + "Here, we make a background model for Al-26. These processes will be performed in the `LineBackgroundEstimation` class, and you can see how it works as follows.\n", + "\n", + "This class is very preliminary, and there are several areas for improvement. Future ideas include:\n", + "- We may add more options in the minuit fitting, e.g., limiting the parameter region, fixing some parameters.\n", + "- We may apply smoothing to the background histogram, which may help to mitigate Poisson fluctuation in the model." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "98ad6cc3-0c6f-4fa7-84f3-1fa0d3a2cb29", + "metadata": {}, + "outputs": [], + "source": [ + "import logging\n", + "import sys\n", + "logger = logging.getLogger('cosipy')\n", + "logger.setLevel(logging.INFO)\n", + "logger.addHandler(logging.StreamHandler(sys.stdout))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7b73f614-7f4d-468a-a2cf-ec01cb9711d6", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from histpy import Histogram, Axis, Axes\n", + "import astropy.units as u\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from scipy.optimize import curve_fit\n", + "from scipy import integrate\n", + "from iminuit import Minuit\n", + "from cosipy import BinnedData, LineBackgroundEstimation" + ] + }, + { + "cell_type": "markdown", + "id": "e6603e0a-f0eb-4613-8ea5-016be8e9e149", + "metadata": {}, + "source": [ + "# 0. Create dataset for the line background estimation\n", + "\n", + "We need an event histogram binned finely along the energy axis." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7d64c39c-9e71-4202-b0f7-c55336b6c0ac", + "metadata": {}, + "outputs": [], + "source": [ + "#need to change them\n", + "path_to_Al = \"path/to/data\"\n", + "path_to_bkg = \"path/to/data\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a3e95558-90b9-4678-acf5-a8ae4997deda", + "metadata": {}, + "outputs": [], + "source": [ + "#yaml files containing binning information\n", + "spectrum_bkg = BinnedData(\"inputs_bkg_estimation.yaml\")\n", + "spectrum_Al = BinnedData(\"inputs_bkg_estimation.yaml\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "9f61c5e3-d30e-4501-b008-d032dd9466e4", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "binning data...\n", + "Time unit: s\n", + "Em unit: keV\n", + "Phi unit: deg\n", + "PsiChi unit: None\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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KCjRq1CijzcPDQyNHjlRaWpoOHTpk6pgA7Pk18dV9cwbafV0dvACgrqh1QcsVaWlpunDhgjp27OiwLTIyUhaLxXhtsVjk5+enNm3aOPQr2W7WmFc7d+6ckpOTja+UlBRXdhcAALipWnfp0BXp6emS5PTMV3BwsC5fvqy8vDz5+PgoPT1dTZo0kYeHh0M/qTj8mDXm1RITE7VkyZIK7CkAAHBnbhm0rFarJNktTi/h4+Nj9PHx8ZHVai23n1ljXi06Olq9e/c2XqekpGjGjBml7CUAAHB3bhm0fH2L13Pk5+c7bMvLy7Pr4+vr63K/qh7zaiEhIQoJCSlttwAAQB3jlmu0Si7RlVzuu1J6erqCgoKMs0vBwcE6f/68bDabQz9JRvAxY0wAAFC/uWXQCg0NVePGjZWcnOyw7fDhw2rfvr3xun379srNzXVYeJ6UlGRsN2tMAABQv7ll0JKk/v37a/fu3Tpz5ozRtnfvXp04cUJRUVFGW58+feTl5aVVq1YZbTabTWvWrFFoaKi6dOli6pgAAKD+qpVrtFauXKnMzEzjUtyuXbt09uxZSdLo0aMVGBiomJgYbd26VU888YTuvvtu5eTkaNmyZWrXrp3d43qaNWumMWPGaNmyZSooKFBkZKR27NihAwcO6IUXXrArLGrGmAAAoP6qlUFr+fLlSk1NNV5v375d27dvlyQNHTpUgYGBCgsL0+zZszVnzhzNmzfPeC7h5MmTjbVUJSZOnKhGjRopMTFRGzZsUHh4uJ5//nkNGTLErp8ZYwIAgPqrVgatFStWuNSvbdu2euutt8rt16BBA8XExCgmJqZGxgQAAPWT267RAgAAqO0IWgAAACYhaAEAAJiEoAUAAGASghYAAIBJCFoAAAAmqZXlHVCzjn13Wnu/sCg/t8BhW84Faw3MCAAA90TQgoO9X1h06VRWmX28G1b+r07OBas+i/tXqeN2G9NBbXu2qPT4AADUFgQtOCg5k+XhIfk18XXYXhKGKqo4nFlls0nZ50s7M2bVns8tBC0AQJ1A0EKp/Jr46r45A6tsvG5jOmjP584vSUrFZ7psNpW6HQAAd0PQQrVp27NFmWeqPov7VxlnugAAcD8ELaCeKetmB4l1cgBQlQhaQD1T/s0OrJMDgKpC0ALqmbJudihvnRxnwwCgYghaQD3l7GaHknVypZXgKH8NHWfDAOBKBC0ABtdKcBTzb1qxs2EAUB8RtAAYyivBIZV+eZC7RgHAEUELgKG8EhwAgIrhodIAAAAmIWgBAACYhKAFAABgEoIWAACASVgMD6BKlVaDK+cCdyQCqH8IWgCqhKs1uIr7AUD9wBEPqGPKe0yOWWeWKlKDCwDqC4IWUMeU/9DoYlV9ZokaXADgiKAF1DFlPTS6BGeWAKB6ELSAOsrZQ6MBANWLoAW4obLWYXF3HwDUHgQtwA25sg6Lu/sAoOZxJAbcUHnrsFiDBQC1A0ELcGOswwKA2o2gBaDWKK2qvPR/Z+koIQHAnRC0ANQ416rKW7XncwtBC4BbIWgBqHHlVZXPuVAcwsqqOg8AtZHbBq0TJ05o0aJFOnjwoC5fvqywsDANHjxY48aNU8OGDY1+Bw8e1AcffKCjR48qICBAUVFRmjBhgvz9/e3Gy8vL06JFi7Rp0yZlZGQoIiJCsbGx6t69u8P3dnVMAK4pr6r8Z3H/KvP5iQBQW7ll0Dpz5owmTpyowMBAjRo1SkFBQTp06JA+/PBDJScna+bMmZIki8WiKVOmqE2bNoqLi9PZs2e1fPlynTx5Um+88YbdmDNnztTWrVs1ZswYhYeHa/369Zo6dapmzZqlrl27Gv0qMiaAqlXaGi7WbwGordwyaG3atEmZmZl677331LZtW0lSdHS0ioqKtHHjRmVkZKhRo0aaP3++GjVqpNmzZysgIECS1KJFC73++uv64Ycf1KNHD0lSUlKSvvnmG02aNEn33nuvJOn222/X+PHjNXfuXM2dO9f43q6OCVyLmnowdG1V/hou1m8BqJ0a1PQEKiMrq7hQY5MmTezag4OD1aBBA3l5eSkrK0t79uzR0KFDjUAkFQcoPz8/bdmyxWjbtm2bPD09FR0dbbT5+vpq+PDhOnTokM6cOWN8X1fHBK5FSUHS7PNWp182W3G/+lKUtNuYDrquZYD8m/o6fHl4FPdh/RaA2sgtj9K33HKLPvvsM7322mt66KGHFBQUpP/93//VmjVrNHr0aPn5+engwYMqLCxUx44d7d7r7e2tDh06yGKxGG0Wi0Xh4eF24UmSIiMjJUm//PKLwsLCdOzYMZfHdObcuXNKT083XqekpFRq/1H38WBoe2Wt4WL9FoDazC2DVs+ePfXwww/rk08+0a5du4z2+++/XxMmTJAkI9AEBwc7vD84OFg///yz8To9Pb3UflJxQKromM4kJiZqyZIlZfYBrkRBUgBwb5UOWnv37tXRo0eNNU2S9M9//lOLFy9Wfn6+Bg8erEcffVSenp5VMtGrtWjRQn/84x/Vv39/BQUF6dtvv9Unn3yipk2bavTo0bJai3/D9fb2dnivj4+P8vLyjNdWq7XUfiXbr/zTlTGdiY6OVu/evY3XKSkpmjFjRnm7CsAFFDsFUBtVOmgtXrxYYWFhxut///vfevPNNxUREaFWrVpp5cqVatq0qf76179WyUSv9M033+iNN97Qp59+qmbNmkmS+vfvL5vNpnnz5mnw4MHy9S2+3JKfn+/w/ry8PCNEScXrsUrrV7L9yj9dGdOZkJAQhYSEuLKLAFxEsVMAtVmlF8OnpKTYrVXatGmTAgICNGfOHE2fPl133nmnNm7cWCWTvNqqVavUoUMHI2SV6N27t3Jzc2WxWIzLe1euiSqRnp5uF3iCg4NL7SfJ6FuRMQFUj7IWyrNYHkBNq/QZrZycHLvF499//7169OhhFAvt1KmTNm/efO0zdOLChQtq1KiRQ3tBQfGBtLCwUG3btpWnp6eSk5M1cOD/rXHJz8+XxWJRVFSU0da+fXvt27dPWVlZdvuUlJRkbJdUoTEBVA9Xi51SgwtATaj0Ga1mzZrpyJEjkqSTJ0/q119/tauinpGR4XQtU1Vo3bq1LBaLTpw4Ydf+zTffqEGDBoqIiFBgYKC6deumTZs2KTs72+izceNG5eTk2IWiAQMGqLCwUImJiUZbXl6e1q1bp86dOxuXSCsyJoDaoaQERsmlxau/Lp3K0p7Py75jGAAqq9JntIYMGaKPPvpIaWlpOn78uBo1aqQ+ffoY25OTk9W6desqmeTVxo0bp++//15xcXH6y1/+oqCgIO3evVvff/+97rzzTuMSXmxsrCZPnqz4+HhFR0cbVdy7d++unj17GuN17txZUVFRmj9/vi5evKhWrVppw4YNSk1N1bRp0+y+t6tjAqgdynqOIs9QBGC2Sget+++/XwUFBfruu+8UFhamZ555xricd/nyZe3fv1933313lU30SjfffLPee+89LV68WKtWrdLly5fVokULTZgwwe4uyI4dO+rtt9/WBx98oP/5n/+Rv7+/hg8frokTJzqM+eyzzyosLEwbN25UZmam2rVrp9dee00333yzXb+KjAmg5lGDC0BNqnTQ8vLy0oQJE4y6VVcKCgrS6tWrr2Ve5ercubNLzxbs2rWr3n///XL7+fr66tFHH9Wjjz5aZWMCAID6rdJrtB5//HHt3bu31O0//fSTHn/88coODwAA4PYqHbT279+v8+fPl7r9woUL5VZKBwAAqMuu6RE8HiUFapz4/fff5e/vfy3DA0C1oKo8ALNUKGitX79eGzZsMF4vXbpUa9eudeiXmZmpY8eOcRcegFqNqvIAzFahoGW1WnXx4kXjdXZ2tsNZLQ8PD/n5+Sk6Olrjx4+vijkCddKx705r7xellx2A+coq/SD9X/mHy6ezOOMFoFIqFLRGjhypkSNHSpLGjh2rxx57zK52FgDX7f3CokunssrsU1JsE+Yor6r8509v16VTWZzxAlBplT6Kr1ixoirnAdQ7JWdRPDwkvya+DttLzpSg5rh6xouCpwBKc82/LmdnZys1NVUZGRmy2WwO268u+AnAnl8TX903Z2D5HVHtXH2OIgCUptJB6+LFi5o1a5a2bdumoqIih+02m00eHh7aunXrtcwPAADAbVU6aL3xxhvavXu3Ro8erT/+8Y/G43cAAABQrNJBa8+ePRo7dqwmTZpUlfMBAACoMyodtHx9fdW8efOqnAsAuKXSCp5S+gFApR/BM3ToUO3YsaMq5wIAbqWk/EZJ+Yervy6dytKezy01PEsANanSZ7T69++v/fv36+mnn9aIESPUrFkzNWjgmNs6dux4TRMEgNqqrPIPlH4AIF1D0IqLizP+e8+ePQ7buesQQF1XVvkHSj8AkK4haP3973+vynkAAADUOZUOWsOGDavKeQB1TlnPMpR4niEA1Ac8SA0wiSvPMpR4niEA1GWVPsL/4x//cKkflxhRX5X3LEOJ5xnWB6WVfpBKL/9Q3tnQst4LoHapdND66aefHNqKioqUnp6uoqIiNW7cWA0bNrymyQFVoaZ/aPEsw/qp+Eyl1Sj94JxV38zaL/+mh+1aXVtEb9Wezy0ELaCWq3TQWrFihdP2goICrVmzRl988YXeeuutSk8M9VdVF3907RIeP7RQtcoq/SDZh6mygpV/U8ezoZSOANxHlS8O8fLy0ujRo5WSkqJ3331Xr7/+elV/C9RR5Z8BqFwYKu8S3rX80CrrbBmL3eu3sko/SNKv358uM4iV9YsFpSMA92HaKtyIiAht3LjRrOFRB5ld/LG0S3jX8kPLlbNlLHaHM+UFMQB1g2k/Afbs2cMaLVSIOxZ/LO9sGYvdAaB+q3TQWrJkidP2zMxM/fzzzzp69Kj++te/VnZ4wK2w4B0A4Eylg9bixYudtjdq1EgtW7bUU089pREjRlR6YkBtQNFRAMC1qHTQ2rZtW1XOA6hxzu52dPVyJeuwUBOq+g5dAFWPnw6o91yrd+T8NvuS97MOC9XJrDt0AVS9aw5a+/fv17fffqvU1FRJUvPmzdWrVy/dfPPN1zo0UC3Kq3fE2QHUNmbfoQug6lQ6aOXn52v69OnauXOnbDabAgMDJRUvhl++fLn69u2rF198UV5enDRD7cZt9nA37niHLlBfXdNdhzt27NC4ceN0zz33qGnTppKkCxcuKCEhQQkJCVqyZIliY2OrbLIAAADupEFl37h582bdcccdmjRpkhGyJKlJkyaaNGmSbr/9dm3atKlKJgkAAOCOKn1G6/z58+rcuXOp2zt37qx//cv5E+sBAOYq7Y7E8rAmEahalQ5aoaGh2rdvn+666y6n2/fv36/Q0NBKTwwAUHGu3kVbOu5YBKpSpYPWHXfcoQ8//FCBgYEaO3asWrVqJQ8PD508eVKff/65tm7dqgcffLAq5+ogOTlZixcv1sGDB5WXl6eWLVtqxIgRuvvuu40+Bw8e1AcffKCjR48qICBAUVFRmjBhgvz9/e3GysvL06JFi7Rp0yZlZGQoIiJCsbGx6t69u8P3dXVMAKhu5d1FWxbuWASqXqWDVkxMjH7//XetXbtWX331lTw8PCRJNptNNptNd9xxh+6///4qm+jVfvjhBz3zzDPq0KGD/va3v8nPz0+///670tLSjD4Wi0VTpkxRmzZtFBcXp7Nnz2r58uU6efKk3njjDbvxZs6cqa1bt2rMmDEKDw/X+vXrNXXqVM2aNUtdu3at1JgAUN2u5S5a7lgEql6lg5anp6eeffZZ3XPPPfr222915swZSVJYWJh69eqliIiIKpvk1bKysvTqq6/qz3/+s15++WU1aOB8Tf/8+fPVqFEjzZ49WwEBAZKkFi1a6PXXX9cPP/ygHj16SJKSkpL0zTffaNKkSbr33nslSbfffrvGjx+vuXPnau7cuRUeEwAAoEJ3HVqtVr355ptauXKl0RYREaGYmBg99dRTeuqppxQTE6N9+/bp7bffVkGBOaefv/76a50/f14TJkxQgwYNlJOTo6KiIrs+WVlZ2rNnj4YOHWoEIqk4QPn5+WnLli1G27Zt2+Tp6ano6GijzdfXV8OHD9ehQ4eMEFmRMQEAACp0Rmvt2rXasGGDli5dWma/Xr166YMPPlC7du00cuTIa5mfU3v27FFAQIDOnTun5557TidOnJCfn5+GDh2quLg4+fr66tixYyosLFTHjh3t3uvt7a0OHTrIYrEYbRaLReHh4XbhSZIiIyMlSb/88ovCwsIqNKYz586dU3p6uvE6JSWlUvsPAGYq645F7koEKqZCQWvLli3q16+fWrZsWWa/Vq1aacCAAfr6669NCVonT55UYWGhnn32WQ0fPlyPPPKI9u/fr5UrVyozM1MvvviiEWiCg4Md3h8cHKyff/7ZeJ2enl5qP6k4IJX0c3VMZxITE7VkyRLXdhIAqplrdyxyVyJQERUKWseOHdOQIUNc6tulSxft3r27UpMqT05OjnJzc3XXXXfp8ccflyT1799f+fn5SkxM1EMPPSSrtfgg4e3t7fB+Hx8f5eXlGa+tVmup/Uq2X/mnK2M6Ex0drd69exuvU1JSNGPGjDLfA9cc++609n5R+rPfAJSvvDsWuSsRqLgKBa38/HyXn13o5eVVbvCoLF9fX0nSoEGD7NoHDx6sxMREHTp0SA0bNpRUPOer5eXlGSGqZLzS+l35/Ur+dGVMZ0JCQhQSElJmH5SttEsartwpVfzbOoDSlHfHYsldiaX9O+SyIuCoQj95QkJC9Ouvv7rU99dffzUtVAQHB+vXX3+1e/SPVPz4H0nKyMhQq1atJMluTVSJ9PR0u7kFBwfblYW4sp8ko2/JJUNXxkTVqkgRRv+mvk7f321MB5NmB9QP5f875LIicLUKBa1bb71VGzduVExMjBFqnLlw4YI2btyoAQMGXOv8nOrYsaP27NmjtLQ0XX/99UZ7yVqqxo0bq23btvL09FRycrIGDhxo9MnPz5fFYlFUVJTR1r59e+3bt09ZWVl2C+KTkpKM7ZIqNCaqlitFGPltGjBXWf8OuawIOFehoPXXv/5Vmzdv1hNPPKFp06Y5fdZhUlKSXnvtNeXl5Rk1qapaVFSUPv30U/3zn//UrbfearT/85//lKenp2655RYFBgaqW7du2rRpk/72t78ZVds3btyonJwcu1A0YMAAJSQkKDEx0ZhzXl6e1q1bp86dOyssLEySKjQmqta1FGEEUDXK+ndIsVPAuQoFrZYtW2r69OmaPn26Hn30UbVo0ULt2rWTv7+/srOz9euvv+rUqVPy9fXViy++aFy+q2p/+MMf9B//8R9at26dCgsLdfPNN2v//v3asmWLYmJijEt4sbGxmjx5suLj4xUdHW1Uce/evbt69uxpjNe5c2dFRUVp/vz5unjxolq1aqUNGzYoNTVV06ZNs/vero4JAADgYbPZbBV90+nTp/XZZ59p9+7dxuU6qXgtU69evXTfffeVWwLiWhUUFOjjjz/W+vXrde7cOYWFhWnUqFEaO3asXb8DBw4YzyX09/dXVFSUJk6c6PBcQqvVajzrMDMzU+3atVNsbKzTSu+ujlme5ORkTZgwQQsWLHCozVWTSn4z9W/qq/vmDCz/DQDqPY4bgHOVClpXys7ONtY28VDliiFoAagrOG4Azl3z/e7+/v4ELAAAACcq9KxDAAAAuI6gBQAAYBKCFgAAgEl4JgkAoMqU9ngeiaLCqJ8IWgCAa+baY7J4RA/qH4IWAOCalfeYrJJH9Fw+ncUDqVGvELQAANesvMdkff70dl06lcUDqVHvELQAAKbjgdSorwhaAADTufJAahbSoy4iaAEAahQL6VGXEbQAADXK1YX0XFqEOyJoAQBqVHkL6UsuLQLuiMrwAAAAJiFoAQAAmIRLhwAAt1DaXYnckYjajKAFAKjVyr8rkTsSUXsRtAAAtRrFTuHOCFoAgFrNlWKnQG3FYngAAACTELQAAABMQtACAAAwCUELAADAJCyGBwDUWce+O629X5T+HEVqcMFsBC0AgNsrrZhp+XckUoML5iJoAQDcVvnFTP+Pf1Nfu9fU4EJ1IGgBANxWWcVMS5R2eZAaXKgOBC0AgNsqq5gpUBtw1yEAAIBJCFoAAAAmIWgBAACYhDVaAIB6rbTSEBJ1tnDtCFoAgHrJtdIQ1NnCtSFoAQDqpfJKQ1BnC1WBoAUAqJfKKw1BnS1UhToTtJYuXaqFCxeqbdu2+uijj+y2HTx4UB988IGOHj2qgIAARUVFacKECfL397frl5eXp0WLFmnTpk3KyMhQRESEYmNj1b17d4fv5+qYAACg/qoTdx2ePXtWn3zyifz8/By2WSwWTZkyRbm5uYqLi9Pw4cO1du1avfjiiw59Z86cqRUrVmjIkCF67LHH1KBBA02dOlUHDhyo9JgAAKD+qhNntN5//3117txZRUVFunTpkt22+fPnq1GjRpo9e7YCAgIkSS1atNDrr7+uH374QT169JAkJSUl6ZtvvtGkSZN07733SpJuv/12jR8/XnPnztXcuXMrPCYAAKjf3P6M1v79+7Vt2zbFx8c7bMvKytKePXs0dOhQIxBJxQHKz89PW7ZsMdq2bdsmT09PRUdHG22+vr4aPny4Dh06pDNnzlR4TAAAUL+59RmtwsJCzZo1S8OHD1dERITD9mPHjqmwsFAdO3a0a/f29laHDh1ksViMNovFovDwcLvwJEmRkZGSpF9++UVhYWEVGvNq586dU3p6uvE6JSXF9Z0FANSI0upsUWMLrnDroLVmzRqdOXNG77zzjtPtJaEmODjYYVtwcLB+/vlnu76l9ZOKQ1JFx7xaYmKilixZUup2AEDtUX6dLWpsoXxuG7QuXbqkDz/8UA888IAaN27stI/VWvwPw9vb22Gbj4+P8vLy7PqW1u/KsSoy5tWio6PVu3dv43VKSopmzJhRan8AQM0pq84WNbbgKrcNWgsXLlSjRo00evToUvv4+vpKkvLz8x225eXlGSGqpG9p/a4cqyJjXi0kJEQhISGlbgcA1B5l1dmixhZc5ZZB68SJE1q7dq3i4+ONS3pScdApKCjQ6dOnFRAQYFzeu3JdVIn09HS70BMcHKy0tDSn/SQZfSsyJgAAqN/c8q7Dc+fOqaioSLNmzdI999xjfCUlJenEiRO65557tGTJErVt21aenp5KTk62e39+fr4sFovat29vtLVv314nT55UVlaWXd+kpCRju6QKjQkAAOo3tzyj1bZtW73yyisO7QsXLlR2drYee+wxtWzZUoGBgerWrZs2bdqkv/3tb0bV9o0bNyonJ0dRUVHGewcMGKCEhAQlJiYadbTy8vK0bt06de7cWWFhYZJUoTEBAED95pZBq3Hjxurbt69D++effy5JdttiY2M1efJkxcfHKzo6WmfPntXy5cvVvXt39ezZ0+jXuXNnRUVFaf78+bp48aJatWqlDRs2KDU1VdOmTbP7Pq6OWVsd++609n5R9oNUAQDAtXPLoFURHTt21Ntvv60PPvhA//M//yN/f38NHz5cEydOdOj77LPPKiwsTBs3blRmZqbatWun1157TTfffHOlx6yN9n5h0aVTWeX2K761GQBQmtJqbEnU2UIxD5vNZqvpSdRXycnJmjBhghYsWOBQANVMJXfLeHhIfk18nfbhAAEApfv86e0u/cJ6XcsAjXmzXzXMCLUVpyzqMb8mvrpvzsCangYAuJ2yamxJ1NnC/yFoAQBQQWXV2JKos4X/45blHQAAANwBQQsAAMAkBC0AAACTELQAAABMwmJ4AABMUlqdLUro1B8ELQAAqlhxwefiEg/O7z60as/nFoJWPUDQAgCgipVVZ4saW/ULQQsAgCpWVp0tamzVLyyGBwAAMAlBCwAAwCRcOgQAoAaUdkeixF2JdQlBCwCAalT+HYkSdyXWHQQtAACqUVl3JErclVjXELQAAKhGZd2RKHFXYl3DYngAAACTELQAAABMQtACAAAwCWu0AACohXggdd1A0AIAoBbhgdR1C0ELAIBahAdS1y0ELQAAahEeSF23sBgeAADAJAQtAAAAkxC0AAAATMIaLQAA3ExppR8kyj/UNgQtAADcRPmlHyTKP9QuBC0AANxEWaUfJMo/1EYELQAA3ERZpR8kyj/URiyGBwAAMAlBCwAAwCRcOgQAoI7hgdS1B0ELAIA6ggdS1z5uGbQOHz6sDRs2aN++fUpNTVVQUJBuvPFGxcbGqnXr1nZ9jx8/rjlz5ujgwYPy8vJSr169FBcXp8aNG9v1KyoqUkJCglavXq3z588rPDxcMTExGjx4sMP3d3VMAACqEw+krn3cMmh99tlnOnjwoKKiohQREaH09HStWrVKsbGxmjt3rtq1aydJOnv2rOLj4xUYGKgJEyYoJydHCQkJOnbsmObNmydvb29jzAULFujTTz/ViBEj1KlTJ+3cuVMvvfSSPDw8NGjQIKNfRcYEAKA68UDq2sctg9bYsWP1X//1X3ahZuDAgXrwwQf16aef6oUXXpAkffLJJ8rNzdXChQsVFhYmSYqMjNSTTz6p9evXKzo6WpKUlpam5cuXa9SoUZoyZYok6c4771R8fLzef/99DRgwQJ6enhUaEwAAwC3vOrzpppsczhy1bt1aN9xwg1JSUoy2bdu26bbbbjMCkSR169ZNrVu31pYtW4y2nTt3qqCgQKNGjTLaPDw8NHLkSKWlpenQoUMVHhMAAMAtg5YzNptNFy5c0HXXXSep+CzVhQsX1LFjR4e+kZGRslgsxmuLxSI/Pz+1adPGoV/J9oqO6cy5c+eUnJxsfF0ZCgEAQN3jlpcOndm8ebPS0tL00EMPSZLS09MlScHBwQ59g4ODdfnyZeXl5cnHx0fp6elq0qSJPDw8HPpJxQGpomM6k5iYqCVLllRuBwEAgNupE0ErJSVF77zzjm688UbdcccdkiSrtXjBn7PF6SVByGq1ysfHR1artdx+FR3TmejoaPXu3dtu3jNmzHBtJwEAqAKl1diSqLNlBrcPWunp6Zo2bZoCAgL08ssvG4vWfX19JUn5+fkO78nLy7Pr4+vr63I/V8d0JiQkRCEhIa7tGAAAVaj8GlsSdbaqnluv0crMzNTUqVOVmZmpN9980y7ElFzeK7ncd6X09HQFBQUZZ56Cg4N1/vx52Ww2h36SjHErMiYAALVJtzEddF3LAPk39XX6VbJ6hjpbVcttz2hZrVb9/e9/14kTJ/T222/rhhtusNseGhqqxo0bKzk52eG9hw8fVvv27Y3X7du311dffaWUlBS7cZKSkoztFR0TAIDapKwaWxJ1tszilme0CgsL9d///d86dOiQpk+fri5dujjt179/f+3evVtnzpwx2vbu3asTJ04oKirKaOvTp4+8vLy0atUqo81ms2nNmjUKDQ21G9/VMQEAANzyjNZ7772nXbt26bbbblNGRoY2bdpkt33o0KGSpJiYGG3dulVPPPGE7r77buXk5GjZsmVq166dhg0bZvRv1qyZxowZo2XLlqmgoECRkZHasWOHDhw4oBdeeMFY91WRMQEAANwyaP3yyy+SpN27d2v37t0O20uCVlhYmGbPnq05c+Zo3rx5xnMJJ0+e7LCWauLEiWrUqJESExO1YcMGhYeH6/nnn9eQIUPs+lVkTAAAUL+5ZdCaPXu2y33btm2rt956q9x+DRo0UExMjGJiYqpsTAAAUL+55RotAAAAd+CWZ7QAAIA5SitoSjHTyiFoAQAAFwqaUsy0MghaAABA3cZ00J7PLU4LluZcKA5gFDOtOIIWAAAos6ApxUwrj8XwAAAAJiFoAQAAmISgBQAAYBKCFgAAgElYDA8AAFxSWo0tiTpbpSFoAQCAMpVfY0uizpZzBC0AAFCmsmpsSdTZKgtBCwAAlKmsGlsSdbbKwmJ4AAAAkxC0AAAATMKlQwAAUCVKuyuxPt+RSNACAADXpPy7EuvvHYkELQAAcE3Kuiuxvt+RSNACAADXpKy7Euv7HYkshgcAADAJZ7QAAIDp6uvjewhaAADANPX98T0ELQAAYJr6/vgeghYAADBNfX98D4vhAQAATELQAgAAMAmXDgEAQI2rq4/vIWgBAIAaU9cf30PQAgAANaauP76HoAUAAGpMXX98D4vhAQAATELQAgAAMAmXDgEAQK3mzs9JJGgBAIBaqS48J5GgBQAAaqW68JxEglYl5eXladGiRdq0aZMyMjIUERGh2NhYde/evaanBgBAnVAXnpNI0KqkmTNnauvWrRozZozCw8O1fv16TZ06VbNmzVLXrl1renoAANQbtbmqPHcdVkJSUpK++eYbPfLII3r00UcVHR2td999V82bN9fcuXNrenoAANQLxWu4ZKzhuvrr0qks7fncUqNzJGhVwrZt2+Tp6ano6GijzdfXV8OHD9ehQ4d05syZGpwdAAD1Q7cxHXRdywD5N/V1+PLwKO5T0+u3uHRYCRaLReHh4QoICLBrj4yMlCT98ssvCgsLc3jfuXPnlJ6ebrxOSUkxbY6rn9ul7EvOr1vnXKjd17MBAHCFO1SVJ2hVQnp6uoKDgx3aS9rOnTvn9H2JiYlasmSJmVMzZF+ylvsXrOSUKwAAMAc/aSvBarXK29vbod3Hx8fY7kx0dLR69+5tvE5JSdGMGTNMmaP/db5lbi9ZIAgAQF1U8nOwvJ+HZiNoVYKvr6/y8/Md2vPy8oztzoSEhCgkJMTUuZUY+Urv8jsBAFBH1ZafgyyGr4Tg4GC7tVYlStqqK0wBAIDajaBVCe3bt9fJkyeVlZVl156UlGRsBwAAIGhVwoABA1RYWKjExESjLS8vT+vWrVPnzp2d3nEIAADqH9ZoVULnzp0VFRWl+fPn6+LFi2rVqpU2bNig1NRUTZs2raanBwAAagmCViU9++yzCgsL08aNG5WZmal27drptdde080331zTUwMAALUEQauSfH199eijj+rRRx+t6akAAIBaijVaAAAAJiFoAQAAmISgBQAAYBKCFgAAgEkIWgAAACYhaAEAAJiEoAUAAGAS6mjVIKvVKklKSUmp4ZkAAICKatOmjRo2bFhmH4JWDUpNTZUkzZgxo4ZnAgAAKmrBggXq2LFjmX08bDabrZrmg6tcvHhRP/zwg1q0aCEfH58qHTslJUUzZszQ888/rzZt2lTp2LVZfd1vqf7ue33db4l9r4/7Xl/3W6qd+84ZrVqucePGGjp0qKnfo02bNuWm7bqovu63VH/3vb7ut8S+18d9r6/7LbnfvrMYHgAAwCQELQAAAJMQtOqo4OBgjR8/XsHBwTU9lWpVX/dbqr/7Xl/3W2Lf6+O+19f9ltx331kMDwAAYBLOaAEAAJiEoAUAAGASghYAAIBJCFoAAAAmoWBpHZKXl6dFixZp06ZNysjIUEREhGJjY9W9e/eanlqVOXz4sDZs2KB9+/YpNTVVQUFBuvHGGxUbG6vWrVsb/V599VVt2LDB4f3XX3+9Pvnkk+qccpXZt2+fHn/8cafb5s6dqxtvvNF4ffDgQX3wwQc6evSoAgICFBUVpQkTJsjf37+6pltlSvssS6xcuVKhoaF67LHHtH//foftPXr00JtvvmniDKtGdna2EhISlJSUpMOHDysjI0PPPPOMhg0b5tD3+PHjmjNnjg4ePCgvLy/16tVLcXFxaty4sV2/oqIiJSQkaPXq1Tp//rzCw8MVExOjwYMHV9NeucaVfS8qKtLGjRu1bds2WSwWZWRkqEWLFho4cKDGjRsnX19fuzH79evn9Hs98sgjiomJMXV/XOXqZ16R41ld+syl0j9HSerWrZvefvttSdLp06d1zz33OO334osvatCgQVU3+QoiaNUhM2fO1NatWzVmzBiFh4dr/fr1mjp1qmbNmqWuXbvW9PSqxGeffaaDBw8qKipKERERSk9P16pVqxQbG6u5c+eqXbt2Rl8fHx9NnTrV7v0BAQHVPeUqN3r0aEVGRtq1tWrVyvhvi8WiKVOmqE2bNoqLi9PZs2e1fPlynTx5Um+88UZ1T/eaRUdHq1u3bnZtNptNb731lpo3b67Q0FCjPTQ0VBMnTrTr6y63gl+6dElLlixRWFiY2rdvr3379jntd/bsWcXHxyswMFATJkxQTk6OEhISdOzYMc2bN0/e3t5G3wULFujTTz/ViBEj1KlTJ+3cuVMvvfSSPDw8avQHz9Vc2ffc3FzNnDlTN954o+666y41adJEhw4d0uLFi/XTTz/p3XfflYeHh917unXrpjvuuMOurUOHDqbuS0W4+plLrh/P6tJnLknPP/+8Q9uRI0f0xRdfOD2JMHjwYP35z3+2a7vyl9AaYUOdcOjQIVvfvn1tn332mdGWm5trGzdunO0///M/a3BmVevAgQO2vLw8u7bffvvNNmjQINtLL71ktL3yyiu2oUOHVvf0TPXTTz/Z+vbta9uyZUuZ/Z5++mnbyJEjbZmZmUbb2rVrbX379rV9//33Js+yevz888+2vn372pYuXWq0xcfH2x544IEanNW1sVqttnPnztlsNpvt8OHDtr59+9rWrVvn0O+tt96yDR482Jaammq0/fjjj7a+ffva1qxZY7SdPXvWFhUVZXv77beNtqKiItvkyZNtf/nLX2wFBQUm7k3FuLLveXl5tgMHDji8d/Hixba+ffvafvzxR7v2vn372u17beTqZ+7q8ayufeal+cc//mHr16+f7cyZM0bbqVOnHH4G1has0aojtm3bJk9PT0VHRxttvr6+Gj58uA4dOqQzZ87U4Oyqzk033WT3G7sktW7dWjfccINSUlIc+hcWFiorK6u6pldtsrOzVVBQ4NCelZWlPXv2aOjQoXa/7d5+++3y8/PTli1bqnOapvn666/l4eHh9HJIQUGBsrOza2BW18bHx8els2/btm3TbbfdprCwMKOtW7duat26td3nu3PnThUUFGjUqFFGm4eHh0aOHKm0tDQdOnSoanfgGriy797e3rrpppsc2vv27StJTv/9S5LVapXVar32SZrA1c+8RHnHs7r2mTuTl5enbdu26eabb1azZs2c9snJyVF+fv61TrHKcOmwjrBYLAoPD3c4lVxyiemXX36xOzDXJTabTRcuXNANN9xg156bm6thw4YpNzdXjRo10qBBg/Sf//mfbrlO6UozZ85UTk6OPD091bVrV02aNEmdOnWSJB07dkyFhYUOD1z19vZWhw4dZLFYamLKVaqgoEBbtmxRly5d1KJFC7ttJ06c0O233678/Hw1bdpUd955p8aPHy8vr7pxqEtLS9OFCxecPlA3MjJS3333nfHaYrHIz89Pbdq0cehXsr0uLCk4f/68JOm6665z2LZhwwatXr1aNptNbdq00QMPPKAhQ4ZU9xSrhCvHs/rwmX/33XfKzMws9XNcsmSJ5s6dKw8PD3Xs2FGxsbHq0aNHNc/SXt04+kDp6elOfzsoaTt37lx1T6nabN68WWlpaXrooYeMtuDgYN177736wx/+IJvNpu+//16rV6/Wv//9b82aNcstf/B6eXmpf//++vOf/6zrrrtOx48f1/LlyxUXF6f3339ff/jDH5Seni7J+bqk4OBg/fzzz9U97Sr3ww8/6NKlSw4H2pYtW+qWW25Ru3btlJubq61bt2rp0qU6ceKEpk+fXkOzrVrlfb6XL19WXl6efHx8lJ6eriZNmjisW6prx4Rly5YpICBAPXv2tGvv0qWLoqKi1KJFC6Wnp+vLL7/Uyy+/rKysLI0cObJmJltJrh7P6sNnvnnzZvn4+Kh///527Q0aNFD37t3Vr18/hYSE6NSpU1qxYoWmTp2qmTNnqlevXjU0Y4JWnWG1Wh0uqUnFp2dLttdFKSkpeuedd3TjjTfaLXq9ekH0oEGD1Lp1ay1YsEDbtm2rVYtCXXXTTTfZXTrp06ePBgwYoAcffFDz58/Xm2++aXzOpf1dyMvLq7b5muXrr7+Wl5eXoqKi7Nr//ve/272+/fbb9cYbb2jt2rUaO3ZszS+IrQLlfb4lfXx8fOrFMeHjjz/Wnj179OSTT6pRo0Z2295//3271//xH/+h2NhYzZ8/X8OGDXO4S7E2c/V4Vtc/86ysLH377bfq2bOnw+cdFhamt956y67t9ttv1wMPPKD33nuvRoMWa7TqCF9fX6fXpEt+sLrTQcVV6enpmjZtmgICAvTyyy/L09OzzP5jx45VgwYNtGfPnmqaofnCw8PVp08f7du3T4WFhcbnXNrfhZIDrrvKzs7Wzp071aNHD6eXiq5Wcrt3XfnMy/t8r+xT148J33zzjRYuXKjhw4e7dIbK29tbf/nLX5SZmank5GTzJ2gyZ8ezuv6Zb9u2TXl5eS5f/g0KCtKwYcP022+/6ezZsybPrnQErToiODjYuKxwpZK2kJCQ6p6SqTIzMzV16lRlZmbqzTffdGn/fH19FRQUpMuXL1fDDKtPs2bNlJ+fr9zcXOMSQWl/F9z978HOnTuVm5vr8oG2ZLFsRkaGmdOqNuV9vkFBQUaYDg4O1vnz52Wz2Rz6Se59TPjxxx/16quvqlevXnrqqadcfl/J34e6cAxwdjyry5+5VHzZMDAwULfddpvL76kNxwCCVh3Rvn17nTx50uGOlKSkJGN7XWG1WvX3v/9dJ06c0D/+8Q+HRfClyc7O1qVLlxyKOrq7U6dOycfHR35+fmrbtq08PT0dfmPPz8+XxWJx+78Hmzdvlp+fn3r37u1S/1OnTklSnfnMQ0ND1bhxY6dnZA4fPmz3+bZv3165ubkOd+O5+zEhKSlJzz//vDp27Kjp06dXaL1lXfr74Ox4Vlc/c6l4fdm+ffvUr1+/Cp2ZL/nMXTkDbhaCVh0xYMAAFRYWKjEx0WjLy8vTunXr1Llz5zpzx2FhYaH++7//W4cOHdL06dPVpUsXhz5Wq9Xp7f0fffSRbDabw6JZd3Hx4kWHtl9++UW7du1S9+7d1aBBAwUGBqpbt27atGmT3f+DjRs3Kicnx2Fdkzu5ePGi9uzZo379+qlhw4Z227KyshzWn9lsNi1dulSS6tTTEfr376/du3fblWzZu3evTpw4Yff59unTR15eXlq1apXRZrPZtGbNGoWGhjr9t1PbHT9+XNOmTVPz5s312muvlXopzNm/lezsbH3xxRe67rrrnN61WVtV5HhWFz/zEv/6179UVFRU6tlsZ595Wlqa1q1bp4iIiBo9m8di+Dqic+fOioqK0vz583Xx4kW1atVKGzZsUGpqqqZNm1bT06sy7733nnbt2qXbbrtNGRkZ2rRpk932oUOH6vz583r44Yc1ePBgXX/99ZKK71T77rvv1LNnT/Xp06cmpn7NXnzxRfn6+qpLly5q0qSJjh8/rrVr16phw4Z2i2VjY2M1efJkxcfHKzo62qgM3717d7cNmVLxmpzCwkKnB9qjR49q+vTpGjx4sFq1aiWr1aodO3bo4MGDGjFihNv8YF25cqUyMzONSz27du0y1paMHj1agYGBiomJ0datW/XEE0/o7rvvVk5OjpYtW6Z27drZPb6kWbNmGjNmjJYtW6aCggJFRkZqx44dOnDggF544YVy1zRWt/L2vUGDBnr66aeVkZGhcePG6dtvv7V7f8uWLY0g8eWXX2rnzp1GvbH09HStW7dOZ86c0XPPPed0wXhNKW+/MzIyXD6e1bXPPDAw0Oi7efNmhYSE6JZbbnE61ty5c/X777/r1ltvVUhIiFJTU5WYmKjc3Fw99thj5u9MGTxsV1/MhduyWq3Gsw4zMzPVrl27WlFDpCqV9jy7Etu3b1dGRoZmzZqlQ4cOKT09XUVFRWrVqpWGDBmicePGuWVpB0n64osvtHnzZv3+++/KyspS48aNdeutt2r8+PEKDw+363vgwAHjWYf+/v6KiorSxIkT3bqG2KRJk3Tq1Cl9+eWXDj8wTp06pXnz5unw4cM6f/68GjRooDZt2ujOO+9UdHS0w+3utdXYsWOVmprqdNvy5cuNumG//vqrw7MOJ0+erKZNm9q9p6ioSJ999pkSExOVnp6u8PBw/fWvf9XQoUNN35eKKm/fJZX6LDtJuuOOO/Tss89KKl7DtWzZMh07dkyXL19Ww4YNFRkZqfvuu0+33npr1U/+GpS334GBgRU6ntWlz7zk7/tvv/2mmJgYjR07VnFxcU77f/3111qzZo1SUlKUkZGhwMBAde3aVQ888ECN/6JF0AIAADAJa7QAAABMQtACAAAwCUELAADAJAQtAAAAkxC0AAAATELQAgAAMAlBCwAAwCQELQAAAJMQtAAAAExC0AJQ76xfv179+vXTkSNHyu372GOPlfustNOnT6tfv37G19atW8sd98MPP1S/fv1cnXKlWCyWCs8LQNVyz4e+AYAT69ev18yZM43XPj4+atasmbp3766//e1vDs8CrGojRozQH//4R0VGRpr6fVzVvHlzPf/880pJSdHHH39c09MB6iWCFoA65+GHH1aLFi2Ul5enAwcOaM2aNfruu+/00UcfqWHDhhUa66233nK5b5cuXWrVw3sbNWqkoUOHat++fQQtoIYQtADUOT179lSnTp0kSXfeeaeCgoK0YsUK7dy5U4MHD67QWN7e3mZMEUA9QdACUOfdeuutWrFihU6fPm3Xnp+frzlz5mjjxo2yWq3q3r27/t//+39q3Lix0adkfdbs2bMr/f0PHDigOXPm6NixYwoJCdG9995bat9NmzZpxYoVOn78uHx9fdW9e3dNmjRJYWFhdv2+/PJLLV++XOnp6WrXrp0mT56sRYsWXfNcAVQtFsMDqPN+//13SVJQUJBd+7vvvqtffvlF48eP11133aXdu3frnXfeqdLv/e9//1tPPfWULly4oPHjx2vYsGFavHixduzY4dB36dKleuWVVxQeHq64uDiNGTNGe/fuVXx8vDIyMox+q1ev1rvvvqvQ0FBNmjRJXbt21XPPPae0tLQqnTuAa8cZLQB1TlZWli5evKi8vDwdPHhQH330kXx9fXXbbbfZ9bvuuuv01ltvycPDQ5Jks9m0cuVKZWZmKjAwsErm8uGHH8pms2nOnDnGWan+/fvrwQcftOuXmpqqxYsXKzY2Vvfff7/R3q9fPz388MNavXq17r//fuXn52vRokXq1KmT3n33XXl5FR/GIyIiNHPmTIWGhlbJvAFUDc5oAahzpkyZoujoaN19992aPn26/Pz89MorrziEkBEjRhghS5K6du2qwsJCnTlzpkrmUVhYqB9++EF9+/a1u/R3ww03qHv37nZ9t2/frqKiIkVFRenixYvGV9OmTRUeHq59+/ZJko4cOaJLly5pxIgRRsiSpCFDhqhRo0ZVMm8AVYczWgDqnClTpqh169by9PRUkyZNdP3116tBA8ffK69e91QSVK68THctLl68KKvVqvDwcIdt119/vb777jvj9cmTJ2Wz2XTfffc5HaskVJWEwFatWjlsb968eZXMG0DVIWgBqHMiIyONuw7L4ix8ScWXEKtbUVGRPDw89MYbbzidl5+fX7XPCcC1I2gBgEkaN24sX19fnTx50mHbb7/9Zve6VatWstlsatGihVq3bl3qmCVn4X7//Xf96U9/MtoLCgqUmpqqiIiIKpo9gKrAGi0AMImnp6d69OihHTt22K37On78uH788Ue7vv369ZOnp6cWL17scEbNZrPp0qVLkqROnTrpuuuu09q1a1VQUGD02bx5c5Vd8gRQdTijBQAmeuihh/T9998rLi5OI0eOVGFhob788kvdcMMN+ve//230a9WqlR5++GHNnz9fqamp6tu3r/z9/XXq1Cnt2LFDI0aM0L333itvb2+NHz9es2bN0hNPPKGoqCilpqZqw4YNatWqld3ifgA1j6AFACaKiIjQm2++qffee08ffvihQkND9eCDDyo9Pd0uaElSTEyMWrdurc8//1xLliyRJIWGhqp79+7q06eP0W/06NGSpOXLl2vu3LmKiIjQq6++qtmzZ8vHx6fa9g1A+TxsNbHqEwDqkNOnT+uee+7R448/rkGDBikgIKDaH91TVFSk6Oho9evXT1OnTpVUXF4iIyNDBw8e1HPPPaeXXnpJAwYMqNZ5AfUda7QAoIrMmjVL0dHR2rVrl6nfx2q1Oqzj2rhxoy5fvqybb77ZaDt27Jiio6P13HPPmTofAKXjjBYAXCOr1aqDBw8aryMiItSkSRPTvt++ffs0Z84cDRgwQEFBQTp69KjWrVun66+/XgsXLjTOpmVnZyspKana5gXAEUELANzM6dOnNWvWLB05ckSXL19WUFCQ/vznP2vixIkEKaCWIWgBAACYhDVaAAAAJiFoAQAAmISgBQAAYBKCFgAAgEkIWgAAACYhaAEAAJiEoAUAAGASghYAAIBJ/j+Qx/ShsZwkgAAAAABJRU5ErkJggg==\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "plotting psichi in Galactic coordinates...\n" + ] + }, + { + "data": { + "image/png": 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9gEpedK2SfMxvlKVu6tSpOO2005TbPv/5z+PrX/86Fi5ciA0bNuBLX/oS5s+fj6OOOmqH2tyZ5+GNPKc70tbAwED40jJz5sy6bTVSphGVy+XwbwEEOskvSXPmzBl1Wxs2bAj/3nvvveuWl8vI+77eavR7lM/d9uqHP/whHn74Yaxfvx4PPfQQHnroIWSzWRx88ME44ogjcOyxx+LYY4+F4zgN1dfW1oahoaHtBsNUqYDUUpdqJ4vxdZrhz/DwMJYvX46bb74ZH/vYxxJAJ3TNNdfgN7/5Dfbbb7/wsyVLluDqq6/Gpz/9aUycOBEf/ehHt+sBMXHixPDvpUuXjv6gGhClu9+tNHv2bPznf/4nAP69fec739nhOnfmeXgjz+mOtDUyMhL+LS8l0Km5uXm725Il30si7Z1O8vaWlpZRtzU0NBT+3Uj/5TbkfV9vvZHXzPTp0/HMM8/gS1/6Uriso1wu45FHHsGll16K97znPZg8eTJ++tOfNpRyTHj25/P517PbqfZw7X5PolR7pAgh+PSnP40XXngBy5Ytw9VXX43Pf/7zmD17NgDA8zxcd911ePvb345NmzaNqu4jjjgi/PuJJ56oGxj1raR3v/vd4d8PPvjgDq8NeitKhpx4QG2VZAjcEclTrvJUrEoifBCAMHTQaCRbAhvpv9xGPSuiSb7vb/e+b4TGjRuHn//859i8eTMeffRR/OhHP8Jpp50Wnu/Nmzfjy1/+Mj7/+c8b66lWq+E52xU5sVPtOUqhLtWbTjNnzsRZZ52FX/3qV3jttdfw1FNPYcGCBQB4JPvLLrtsVPXtv//+6OnpAcDfhkWcrlTRqelKpRJmJ0jVuNrb20ML3fLly+uWb6RMI5IzfNSDusmTJ4d/v/zyy6NuS45hKGIbmiSXkS3lQsKpqFKpGOvZXa5Hx3Fw2GGH4V/+5V9w6623YsuWLfjtb38bWlOvvPJKPP/889r95e9v2rRpr3t/U+25SqEu1ZteBx54YCR9jrzouxERQnDuueeG/3/ve9+D67o7rX+7s2TPYGDnTQ2+lUQpxYEHHgiA59DVpaIS2llp4ObNmxf+/eqrrxrLymslt+elZty4cSFsPPvss4lA4nH95S9/Cf8+9NBDE9vFdKVI3afTG+lkAUSnbxuZMtUpk8ngk5/8ZGTceeSRR7TlZdDef//9t7vdVKlSqEu1W0i2SmwPkP3zP/9zaG146qmn8JWvfKXhQbtYLOITn/jEqNvcHXTvvfeGf0+cODEyTZeqcb3vfe8L//7pT3+qLdfb24trrrlmp7TZ09ODqVOnAgAef/xxY9n3vve94bTetddea7Qa6XT66acD4PffT37yE225oaGh0JuaEIL3v//9iTJz584FwMN3mCyXP/vZz0bdzx2RvBZwZ0yTNzpuyfD69re/fYfbTfXWVQp1qXa5vv3tb+O+++4zrp+RQ2687W1vG3Ub7e3t+OMf/xjGZPvv//5vfPCDH8SaNWu0+zDGcOONN2LBggX4f//v/426zTe7li5diq9//evh/x/5yEd2YW92b33yk58MrU9XXHEFrr322kSZYrGIM888s+5U6Wgkwmps3brVCEfNzc342te+BoBPeZ5yyilGsHv22WcT8dLOPffccBH/pZdeiptvvjmxX6lUwsc+9rHQAnf66aeH62Jlvec97wn/vuiii5QvWN/85jdx//33a/v4ekhOtSbC1Ki0YcMGXHjhhVixYoW2TKFQwNVXXx3+bxq3BNRRSnH88cePpsupUkWUhjRJtcv117/+FZdccgl6enrw7ne/GwcccAB6enrg+z7Wr1+P22+/HYsWLQLAPf4uuOCC7WrnyCOPxC233IIzzzwTQ0NDuOmmm3DHHXfg2GOPxcKFCzFhwgRks1ls3rwZzz//PO65557dLl6erNWrV+O2226LfOb7PrZu3Yq///3v+OMf/xgJxXHxxRfvgl7uGRozZgwuv/xyfPKTn4Tv+zjzzDNxww034KSTTgpzv/7ud7/D8uXLccYZZ4Q5YHfUW/O0007D//7v/wLg07qmcCkXXnghHn74Ydx+++1YtWpVGGbo6KOPxrhx41AsFvHqq6/iL3/5C5588kn87W9/i6zvmj59Oi6//HJ84QtfgOu6+MAHPoD3ve99OPHEE9HR0RHmtxVwOWnSJG38w0996lO49NJL0dvbi5tuuglHHXUUzjzzTIwdOxarV6/G9ddfjyeffBIf/vCHcf311+/QORqNjjvuuNA6+OlPfxpf+cpXMG3aNFiWBYAHMN5rr71QLpfxX//1X/iv//ovHHLIITjqqKMwZ84cdHR0YGBgAK+++iquvfZarFu3DgCf/j7yyCOVbbquGy4peec735k6SqTaMe2SPBap9iihgTRhJh199NENpbUaO3asNkdpvVRWsl566SX23ve+t+F0WgsWLFC2K6cJW7FihbHNemV3RZow8XP44YezVatWaescTZqwen2vV3Zn1jWaNGE7I10VYzxdmGVZ2nP9gQ98gL300kvh/+edd17ddk2qVqth+j1TiiyhSqXCvvjFLzJKad3r4sEHH1TW8ctf/pLlcjnjvvPmzat7T9x1111hqi3Vz8knn8wKhcKo0oTVU72yruuyI488UtunSy65hDHG2MqVKxu+v4455hi2detWbZ/uvvvusOxvfvObuseQKpVJ6fRrql2u22+/HbfccgvOP/98HHnkkejp6YHjOMhkMujp6cFxxx2HH/3oR1iyZEkkUv32as6cObj77rvx1FNP4Zvf/CaOOuooTJkyBfl8HtlsFj09PTjqqKPwr//6r3jsscfw9NNP75R23wwihKCtrQ1z587FWWedhTvvvBOLFi0K12al2jFdeOGFePzxx/Hxj38ckydPRiaTwfjx43HCCSfg+uuvx4033hiJGbejVhnbtvHZz34WALfU1bMsO46D//mf/8Fzzz2H888/H/Pnz0dHRwcsy0JHRwcOOuggnHvuuXjooYfwzne+U1nHF77wBbz22mu46KKLcMABB6CjowOZTAYTJkzAiSeeiN/97nd49tlnI+vJVDrxxBPx3HPP4ZOf/CSmTp2KTCaD7u5uHHPMMfj973+P22+//Q2P2WZZFu677z784Ac/wGGHHYbOzs7QSidr2rRpWLp0Kf7nf/4nTLvW3t4Oy7LQ1NSE2bNn4yMf+QjuuOMO/PWvf414mccl1lh2dnbiwx/+8Ot2bKneGiKM7YCLT6pUqVKlGpV+/vOf47zzzgPA86mqHAlGow0bNmDGjBkol8v4/ve/j3/7t3/bGd1M9QZocHAQEydOxMjICC666CL84Ac/2NVdSrWbK7XUpUqVKtUbpGq1il//+tcAuNVMDoy9vZowYUIY3PanP/1pQwGQU7059LOf/QwjIyNobW3FhRdeuKu7k2oPUAp1qVKlSrUTNDw8jKeeekq7vVwu41Of+hRefPFFAMD73//+7c5nHNfFF1+M9vZ2bNq0Cb/85S93Sp2pXl8NDg7i8ssvBwD867/+a928talSNaJ0+jVVqlSpdoLWrl2LKVOmYP/998cJJ5yAuXPnor29HcPDw1i8eDFuuOGG0Buys7MTixcvjmR62FH95Cc/wVe+8hWMHz8ey5cvbygPbapdp+9+97v493//d8yYMQMvvfQScrncru5Sqj1AKdSlSpUq1U6QgLp6mjp1Km6//fbtireYKlWqVCalUJcqVapUO0Ge5+H222/H3XffjaeffhpbtmzB1q1bwRjDmDFj8La3vQ2nnHIKzj777NQqkypVqtdFKdSlSpUqVapUqVLtAUodJVKlSpUqVapUqfYApVCXKlWqVKlSpUq1ByiFulSpUqVKlSpVqj1A9q7uQKpUqVJtjxhj8DwPvu8rf4u/AZ4ejRACSmn4P6U0/Fz8WJYFx3Fg2zYIIbvy8FKlSpVq1EqhLlWqVDtdruuiWCxiZGQEhUKh7k+pVEKlUkGlUkG5XA7/Vn1WrVYjwPZ6ybZtOI4TQl4mkwk/E//ncjnkcjnk83nlb/F3Pp9Hc3MzWlpa0NLSgtbWVuTz+RQcU6VKtVOVer+mSpVKK8YYhoeH0dfXh76+PgwODmJoaCjyW/X3yMjILu64+E1qHxBS2/AmYClKaQh58Z/29na0t7ejo6Mj8ZPCYKpUqXRKoS5VqregSqVSGEett7c3hDbxd29vL3p7e9Hf349KpbLd7WQyGeTzeTQ1NaG5uRlNTU3h/+KnubkZ2WwWv73sXhBQwAXQP8yBzOc/RPzNxP8AQDijCXCT/iZxarMs0K6ORP8YWOQ/vpsPEAZGWPCZz/8mLLqN+IAFMOLjc984CcViEaVSKfFb/D08PBz+uK67Q+dUBr6uri6MGTMGY8eOxdixY8O/x4wZg0wms93tpEqVavdTCnWpUu1hKhQK2Lx5M7Zs2RL+xP8fHBwcVZ1NTU3o7OxEe3s7Wltb0dbWhra2NrS2tuIPP3sAhNkgvg0Ev4lvA1YGfnuztk5GCJit99WySi7Ii8sa7iPJOPqN2SyqsydqN1PXh72hr6F2WC6LbW/v1m63Kgwdi3v1+zMfpFIGIx5APTDiglEPoC7++Tvvw9DQEAYGBjAwMID+/v7IT7lcbqiPQu3t7RgzZkwIet3d3ejp6cH48ePR09ODcePGIZvNjqrOVKlSvXmVQl2qVLuZyuUyNm3ahA0bNiR+1q9fj6GhoYbqyefz6O7uRldXFzo7O9HZ2YnbbnkeBBkAWQAZUM+BvbUMAguwLXjt+e3qcz2A04mWXdAXomBnhDed6kCdtv0Y7NUDOp3qgZ5RjIGUq/xPuGDVApjlhj+f+uZJ2Lp1K7Zt24atW7eGfzdqYe3q6gohb/z48eHfEyZMwMSJE9PsF6lS7UZKoS5VqjehisUi1q5di9WrV2Pt2rVYu3ZtCG5btmypu39LSwu6u7sjP7+/6kkAWRDkAOQA1Dw8mUXg5i0AAPUYnMHRTblW2jPYdEhtqs8ZAcY9UagVGOUaMKtYBXvqRb6rZYG26C1+OpFcDuV9JwEAvCzFwEwOg7QCdL5aHHV9zKYodgdASQjc3OiOiRHAbeJ/UxdoWVubgqUeQ27t6KynIAReK7eyEdeHtW5rrS0wbgW0q/AtFxf8/EPYunUrNm/ejI0bN2LTpk3YtGkTisX656G7uxuTJk0KfyZPnozJkydj4sSJaGpqGl2fU6VK9boqhbpUqXaRXNfFxo0bsWbNmsRPPXDL5/OhNWXChAm49eYXQdAEgjyAPAipObbLwKaTCeTiwKZSAuJUMoCdDHHKXQ1gJ8ObTjLU6WSCvQjQKTthhjwZ6JRtxyBPWcYEfhLgabuoAT/froBlfXzuOydi06ZNIfStW7cOw8PDxjq7urpCyJs2bRqmT5+OadOmoaenJwwfkypVqjdOKdSlSvU6y/M8rF+/HitXrsTy5cuxYsUKrFixAmvWrDEumG9vb8eUKVMwdepUTJ48Gf97xWMA8iBoAuBEPCAbAbe4aNWHM1xFpSOLTQePbkqzIYjTiZC6EKfcLQC7RiAurkagLi4BeXWBTqUA8urBnLbtBiAvsY+AvgYALy7iMVhrtwC2jZF5E2obWAXwR/Dv/3Is1q1bh7Vr14a/BwYGtPVls1lMnTo1AnrTp0/HpEmTYNtpJK1UqV4vpVCXKtVOEmMMmzdvjoDb8uXLsWrVKu36pmw2i8mTJ2PKlCmYMmUKrv39swCaudWNJK1jxOOx2ZhFUW1p/OFYbaHo22d00AdwuMhtC4YIH3CK/G9aZWjaMIpF+4TAbeLtO8MuyKPPNbabZYHk+To+0pRHZc7khpv0shRDUzmMMQL4Ts1Lloxi2KMu0LzBCzqEhqddfZtgcHoQ7NgHMoONt8koQWlMrf2WtSyohyG3zWusEgKUO/g5Jx7QumoUEO4z0AJfxweLoDixRdHJKuCP4JJ/PQ6rV6/GypUrsWrVKqxZswbValVZrW3bmDp1KmbNmoW99tor/N3V1dV431KlSqVVCnWpUm2HPM/D2rVr8dprr2HJkiXhj86rNJPJYPr06ZgxYwbufWAVQFphl8RUaQwSGAPx1belCeZ2CrjFJYFcYj8T2EkQp5IJ7GSQS2zL5VDZb4pymwxxcUWgLrFRD3kRoEt0Rg94MtApdzVAngx0qv4IwEvWaQA+CfASm0zAJ8NdXFrY8wGvgMy2LTj7y0dg1apV4Y9uDV9XV1cE9GbNmoVp06alVr1UqUapFOpSpaqjarWK5cuXY8mSJSHELVu2DKVSKVHWsixMnToVM2fOxP89vBagrYDVCpAmgBAQH7BHgmk1A7zFJWCu2mqhb+/t8CI1gVtcBpBT1i3grg7IyZKhzgRxcclQZ4K4uIxQlyhcgzwj1CU6V4O8elAX2Y0BmQFmhDmVTICXaEMAnwHulPsJ4DPBXVwS7BGfIbeBr8tjYGCkDGYN4+PnvgPLly/H0qVLsXbtWqgeQ47jYNasWdh3332x7777Yp999klBL1WqOkqhLlUqSYwxrFu3Di+//DJeeuklvPzyy1iyZIlyOimXy2HWrFmYPXs2bvvzcsBq4xBHdBYRBmeowQcjgGJPDhuOIMj0NQ5xVgloXeuj0tq4ZyZxgVy/D98hKHUSZIYaHxJ8m6DURWCVGNpXNH5sAGCXPNhPL224PG1uwsiBU+FnCArdo7BI+kBmhKE4lgKjHO2Yxc9P2+rG17d5WcItpqNoi/hAfgsDs4CRCaP47nzAGQJA+N/Z/lE0ynioFTaaU2kRDE8mmHrH6MKzsDyHbxGaJdoND8wawXnfOh5Lly7FsmXLsGzZMmVWklwuh9mzZ2OfffYJYW/y5MmpU0aqVIFSqEv1ltbAwEAE4F555RXlAvC2tjbMnj0bs2fPxvV/ehWg7QBtbihURz2YK/bksO6Y6Ge0YoY5qwS0rYpakJhFjDAn4E2W7xAUupPtUJdp4c5zCMqdyXYaATtGo/s5BdcIdgLkIn2uB3U+kB2MHiezkscpEkYY+xtrph7ghUCXqEjfhgA6Vds6wOPTt4pmCBIp0OrCHgPscnQ7I8ljl+VbBIOzog3RMurCnoC7SP+UoMfASAlf+9F78eqrr4Y/hUJymripqQlz5szBvHnzMG/ePMydOxetra3GfqRKtacqhbpUbxkxxrB27VosXrwYzz//PBYvXoy1a9cmyjmOg9mzZ2POnDm4+c5lAO0ASBMIpWCjNAjEga4wIYf1R+vLq2BOBXCR44rBnAre4tLBXKQvMbDTwVy0r0mwi4OcrDjUqSAurgTUKSAuLhXUxaWCvHpWrDjkaaEuUqm0vwbo4n2Q4U4HdJF9FHCn6keuj0X+j8NdvM74+VDBnSxaAabeHgU9FdjFFQc9OlzioGeXcMFPT8Err7yCV155BUuWLEk4IRFCMH369BDy5s2bh8mTJ6f5clO9JZRCXao9Vq7rYtmyZXjuuefw/PPP4/nnn0dvb9KSMHnyZMydOxd/eWAdBzjaBkJiAEDIqICOeAzVVgvrFza+jzNAMfY5M5zIYhZBNU/qApwsL0P4NGSjIoA/iiVMAupMIKdrp1H5GYLCGKsuyMlqBOoi3QkAbzRTk4yOPnwJ8epDXaQNArjNjZ+shuAusgOQ62VGuIvLt4H+UazzFKDXCNzV+sVg9SZj5jEw+HYB//zDd+OFF17ACy+8gHXr1iXKdXR0YN68eZg/fz4OOOAAzJ49O12bl2qPVAp1qfYYua6Ll156Cc888wyee+45vPjiiwlvO8dxMGfOHMyfPx9/uOk1wOpQhg7x8hQj4y1YJaBpS/31VG4TxfAEK/gbKEyus7jeJ7DK/GlrDxN0vVx/MX6lhWJgb8AZarx831z+tz3C9/EdguKY+g9gRgE3iPVLfP4gricSMJZVZmhtYA0aswhKXRaIx5Drq388zCKoNtf6Tjzz0OU7BMOTg5AiXs3blBFuUTMpbrVrBO58Gyj2ML6Gb7A+STECMJGgwgWa19ex2BHAk7xtG+mTbhqVNM7DID7QvLGOJTSAx0qzyFACFCbWOQc+kNvG/6QuQ/fT5kDHQl7WAvEZnI3qOHmMVnHx/54eQt6rr76asOY1NTVh//33x4IFC1LIS7VHKYW6VLutfN/H0qVL8dRTT+Hpp5/G4sWLExDX3NyMefPm4ZGXBwG7C3apFSTmyOA2WSiMS4KODuhkgIt+roE5CeBkOUMEna+oYUYAXLy8DuZkgJNlDxN0KdrQwZ0Mc7JMYKcCBB3YCZBL1KEBuzjIxfeJSwa5aFl1CBEd4JnW26kgKQS6xAY14MlAF2lXA3dxoKvXn3pr4lTaGaAXh7vINh3oSXAnywR6Xtbi31GkATXo+Q7FlsMy+Oq79sPixYvx7LPPJjJlpJCXak9RCnWpdhuJNXFPPfUUnnrqKTzzzDOJuHDt7e1YsGAB7n92G1hmDJjTBhAC6jI4QxwadBAnSwa6ajPFSI/5CRkBOg3EyZKBTgVwqvIC6CqtFH1zzOV1MCdLgJ0O5GTFoa4eANAKQ9sqfv50IBepX4I6E8jF9wH0IBctWz/4rwx4jThR8L7y31qokyUBng7qIn2WAM8EdfH+bA/QafuwnaDHqBrsZEUgTwN2kfo9hnFP1WDMyypeDuSvQII85tjYcPy48HNaGsC/vWs/PPvss1rIO/DAA3HooYfikEMOwaRJo8tgkirVrlIKdane1BoeHsaTTz6Jxx57DI8//ngiJ2o+n8cBBxyARS8NgWXHhhAny3PIqNY6McpDdTRU1gKqrUC1tcHbiI3uQTlaNQJzQm6OYHjKKNaZ+Rx2Gy7vYVThUcAAq9pYec8hKIwm9EcDUBfpyiji2vk2UJg0uuO0i6Pre3Y0EUQI4JlT9e6QRnX9MsAZbjCWHgOaN7kYmN7YWjviMYx5QR3MWK4TCCyIFsHWeYp4iA1A3sSJE3HIIYfg0EMPxYIFC9DSogi6nCrVm0Ap1KV6U4kxhqVLl+Kxxx7DP/7xD7z44ovwvBqkOI6DefPm4YllRbBsN1imA4g5NVRaCEYm84cmLfOF3yZ5GYJqEAGBeIBtyKbELMANngvMrg9ztApk+oKAtA5QbdOXp1XAGWysbNiXVn5uiEvgDPLzYI8QdL6qBzsvQ1AMnAYYBbycsRke+26NF/SLGK2cxAXy24KnPuFtGY+BAL4AkCCenLYsBaqB9ce3gGpbnXVxbs1y5GUIBmfyz2mVoGljnWvCISGoEZcgv9nUUA2imA2Uxta3CDJbpP0CnCEDWDPALkp/18n05dvA4L5u2O+WFXqTHbOBkWnBdeIStL9W64dXL3UskcrIfVS1Q4FKR3C8HkFznYDJhAHNG4Kpewoj5BGfhd8xYQzZrebFn8RnsF/jHu/EcbD+n2YqOsxAi/34l2P2xuOPP47nn38+MgZZloW5c+eGkLfvvvumcfJSvWmUQl2qXa6hoSE88cQTePzxx/HYY49h27boPMzUqVPxjne8A1e8tBYsOxbNm6IP80orwcik5ANeB3QyxMlSAZ0McZHPNUAnQ5yQDtBkiKtXXga4SJ8lmJOlAjsZ5iJ1a8BOhrlo/5JgJ8OcPAXGaBLsIiAXqVgNdTLMRYorwI5WgaZNSVOSDHXR8knAk4FOlhbuNJYxZgGlbkX8N1tRtwrudLCkgTsZ6OL9jsNdBOhkxeBOVgL0iAb+NP2W4S6sQgN5EbCTpYA8GeyidaghTwa7yOcqyGNArreMy7/0TjzxxBN44oknsHr16kiRzs5OHHbYYTj88MNx8MEHo6lplC7QqVLtRKVQl2qXaMOGDXj44Yfx8MMPY/HixZE34VwuhwMPPBD3bh5BpXM8/Dxf8GUXgeYNfPDWgZyQDHQ6iBOSYU4HcbIE0KkALi4Z0HQQpyqrg7iwzxqYkyWDnQ7ohGSw08FcrZ81qNPBXKTeTG0dmRLmIpVzsPMtwG2qc24lqNPBnJAO6oRkuNNBnSziAflNpKGpThnudFAX1ivDXR0LmAx3vgMM7qP3OJbBTgt0sgxwJxQCnQ7u5H4Gx6ECu0RfA9DTgp0sCfJ0cBfWK0GeDuyE1Z/YVg3wWCzuo1vAN848AI8//jiefPLJSOYLx3GwYMECHHbYYTjiiCPQ09Nj7n+qVDtZKdSlekPEGMOSJUtCkFu6NJpFYPr06Xj729+OX7+0FtX2MQCNWRYofxg1JJ/nxWy8c40VI4xDTENdcAAvz4wQJ8vLAcVJjVXeCNAJ0SppeD0WrTI0bW5wwRThgWcBNczJ8i2g2vI6BH4dRY7aelAXV8OOBj6QrQP2YZ02UJjQ2PklHpDf3Nh37FtAYWqDFyYDCGvwu2gA7EIRoNLWWFGAvzjUgzsAACMgHjD+icZT0Hm5Bu8Nl6H578v0BaRlHcSi6D12hqJ/Pn5xwbF49NFH8eijjyZi5M2cOROHH344jjzySMyZMycNgJzqdVcKdaleN7mui+eeew6LFi3CI488gk2bNoXbKKXYf//98fCgh/KYCaE1ThZ1AWeIwcsSVDrMbdEyj7LvO/UDwPoZoNrig1ZJXeiyS9wC5GYJSmN2zoDs5YDShJqlhFFzCifiifWBBLmttbVwbrN5P+oSELeB7AOBddIqA20rzRYc6jHYwx6YTVFpq+/Rmu1z4WUphic3QOQ+eKDcOqeZUe6lSjwg12e2zg1NDc6dC+S2Bd6yNkFxvGHtngVUxrqAT5DprUN3PpAZIsH3VKffFlAawzgQZ+pYq1yCljWEWzfrrG/zLaAYeF4bryUAxCdw+gOP5zYDYPpAdlvt2H1LrAE0ry8kPkN+a+ABaxEMzKwDWEF3vXz98zHmRQ+EAVaxnus10D/LARjQurbOl0KA4Yk8VmLPja+ZizoO1p0xE2DSulFZjIG4wzj/tH3wyCOP4IUXXoDv18p1d3fjne98J44++mjMmzcPlrWTXJRTpZKUQl2qnSrXdfHMM8/gr3/9KxYtWhQJOZLNZnHooYfi/ldHUBkzHqXu5EIuAXKyVFAnIE6WDugExEX21wCdgLjIMe0EoIuDnFDiISxBXNhXCeZq+2mgLoA5WTqwU00168BOwFxkfw3YCZiTpQW7+LNRA3UC5KLtqKFOhrmw/xLUhU1r4C6EukhhDeAJqItUkAS8EOgiB6CGO+ISNK8l0bWJGriTgS7SngLuBNBFy2ngLgZ14cc2i1i2VZAng13YjgnwFJexCvKIRzDmheixaiFPgF2sHSXkEWBoUjTunQryQqiLKX6sQvZIGZecczAeffRR/P3vf4/E0Ozq6sJRRx2FhQsX4oADDkhj4qXaaUqhLtUOS1jk/vrXv+Khhx7CwEAtAGhHRwcOP/xw3PrMNnj5cQC14OYR5hClVXPIAxnoVCAnS4Y6FcgJyUCngrjIsW0n0OkgTih86CogLtJXBdDV6oiBnQLohGSwq7duUAY7FcyFzcWgTgVzQgmoMxlbJLBTwVytvRrUqUBOlgrqZMmAp4S6sKAEdyqgkyXBnRLqwgOJwp2w0imrlOBOB3SR8rRmYYsDXa1MDOw0QBdujq8J1ECeCu7CXeKQV+cpJCBPBXayIpCnAjupvRDwAqhT1cXbrAGeDuxkycdsi+UBzMOl/3IkHnjgATzyyCORkCltbW048sgjsXDhQhxyyCEp4KXaIaVQl2q75HkeFi9ejL/97W948MEH0dfXF25rb2/HwoUL8ccnt8HPj0mEHPGtBhbMgz/M3Xz96UOAw1xxfP31SrRKkN9MjCAX1jkKoKsHcaEYGlrDZ4K5SHUUcJuYFubibdMGliZZZaBjmauFuUiVNkW1mWphTiiEukaWlAXBc+um8vIAZ4QZYU6oHtQJ+TZBYSLTQ11YkCCz1TJDnVDQrBbqhAj/PuNWOmWVJLjm66WjA/jawwbWYDIKuC2+Eegi1eocPqSPqUfQ9WID1xElGJhFG7o3iA90LK1fJ2GAVfb1YJfohLkugAPehNtW1AU7UZ/SMsh8XP61o/HAAw9g0aJFkZfg9vZ2HHPMMTj++OMxb968NFRKqlErhbpUo9LSpUvx5z//Gf/3f/8XCT3S1taGd77znbjp6V74+bEJkGOUW9IaSTDu5QKYU6d2DEU8BqsSeMJO0dOCsMzVs8oBQKmDYnC2D6tMkN2q76hVAbL9DOV2gsF96zxgPIBWCPys+VazihRN60j4cAfh50wnWgUyAwxehqA0ztwF+AHQ1Tn3xOPHZZWBlrXmmF9+hqLUZaF5vZkUvSzFSI/Nj8vQvttEMDCvClKmaFtaZ72ez4MJew6MXtAgAXwE1x+tAi2r9cV9i6DcxcuWe+oQsE+Q3WKB+KRu/Dj4HFTLneZrgLpAx2tAuaMO0PpArpev9dx2cB1S9oDmtRYq7fWHelqtD6nEBbpe9sAoX48GUic2H+Nw1/GaD1ovuDQhGBnPx46qIb4v8YExL7poJBaiWDdXT4zUMqs4Q4bqgkOgFdZQlg/iAWBAywY14P38G8fjwQcfxIMPPoje3ppXU09PD4477jgcf/zxmDVrVt12UqUCUqhL1YC2bt2K++67D/feey+WL18eft7a2oqjjjoKNy/uA8t2a0Eu/N8AdF6ORB54VokooU6AnJAO6OJr5uwilJ6dAuLCdg0wJ0BOSAt0HmCVaueCUaYEuhDiwoMLYE76Xwd1tApkpL54WQ3Y+QrrnOLwBMyFfTNAnZ+hGBlvh3VZFaYEuxDmpDZVUCdgLuyLAeoEzIVt6KCOSJak4LqTz6UO7gTUhf+b4C6AulrfDHAnXXo6uKMu0PlK7XNGiRbuBNQB/Jx6GQ3ceUDzaulcUmjhrhGgA2pQV+tnDJo0kEddDnbRNhV9kcBOSAd4IdxJbSshbzvATkgFeNwKKH1XxJzGLbLGUgd48PGTrx2D++67Dw899BAKhdrFNHPmTBx//PE4/vjj0zApqYxKoS6VUsViEYsWLcKf//xnPP3006EXl+M4OOKII3DP0iK8lvEAo6DS+BQHOVlxqIuDnFAc6OIgJxQHOq3zQwzo4iAXthsDujjEyUoAXQzkhOJAZxUomtbX2pDTGCnDaChgJDPAElNFCahTwVys3vBPT32ccbCLw1xYLgZ1KpgTkqEuDnOR7sXALg5zYVtxqIvDnPy54rqMw10c6sLP43AXA7pI31Vwp3KWjMFdHOrCcjG4k4FOVsJqFwc6WQq4G42VLtlHYGRCra3we44Bngrsau3Li/OSYCdLhrwE2IUbYoC3A2AnJANeHOzk/eOAp/WMjgMeAQrdFPA9/PjDB+P+++/HP/7xD1SrtWtvwYIFOPHEE7Fw4ULkcnXSwaR6yymFulShGGN47rnncNddd+Ghhx6KeGvtv//+eHwzhds2EbCkBXE+H9xM04RADei8HEG5I/hQsXBIAJ0O5IQE0NULSyKATgdyYbsB0JlADpBgTgNxshhlIB6JQByQPOy6CdhJbeowY+hbCHb1gC6oUwdzQgLqdDBXOwCeszW3zdPCnKxqC8HAfuYOkjJF+2tW3XytIdTpYC6ssP5UdstqPdTJ8h2gPM7VQl3YpIC7OrOjPH8wUwJdpFwAdzqoA2JWOxPUARGw2xGgq/UvCnZyn2qVAJUOaMEu0r0qqwt3AAc8LdhJ7XoZslPATsgZ0oOdXI8AvHohb8CAlo0ehzpZXgXfOXUe7rvvPjz77LMQj+ympiYcd9xxOPHEEzF37tw0Bl4qACnUpQLQ19eHP//5z7jzzjuxZs2a8PNJkyZhebkVbvsUsExyhGtkfRwAuHmCcmfwj2EFuF0gyG+ufzl62fprjgDujFHpqP/wcIYI2pfWLYZKC8Hw9AbWJZWBnGTx0x2yl+UP80x//TVBxEuGeomLBVkY6mXEoC6Q7WN1A+wKRwQ3R4zfM/G4ta5uOZ87yWw7tL4TQm6jjbYV9bwFABCgf7ZowFw8M0ASabvU7QPOcH0njaaNDEMz6lRlA9WeKlpequMZFNxLzevN16tvExR6CFpXm8sxCpS6aN1sFxwQGYamm4+XUYZKO8PEh8znz3cItiwgaF6nr4+R4J5gmnhvivKlrvoOA8QH2lbVD8LMLGBwWn0P00bAjhcE8lsbe4zWXf8XiLrq+ki1gPOPmoJ77rkH69evDz+fNm0aTjzxRLz73e9GV1edt5JUe7RSqHuLyvd9PPnkk7jzzjvx8MMPw3X5YJjP53Hcccfhj88Pws93ArG3v0ZBzrdJmDrIz3APTZWqrQzZKcMobWrGmKf0A3e5g2B4lgdaJMhuMySU97mFyc0DpXEGy1yRoGkDAXUZnBFtMbg5oDSW8HApumC/jLcLcIeIbK8a5Hy7FnKFWYCXE1YS6MFOci5QxfALRcGhCuaQJQLoRDmdiAdkhhj3iMyb1wrZpQbK+Ty8Q6WFmKHOJ3D6LFglgraV+vNtVfg2L0vQv7e+OnGMxKuBtu8kc7Kq+6KHO+IBrWt8eA4xgp1vA97UEvyKZQY7wstSzwx2vsXT4xEfRrBjFCh18vtEl8KL+LVlCb5NtGDHKEO5OwhxU6aYsEh97nyHYPNBnNiIT2ovNozfkzrVwn4ATkFdNyNAJUgJ59vmAcjL8mPrfM1suSt1WrzedgOA0prXsl00t2uV+H2vDdHEgKYtchgVPVjK96bSEsgYfveF43DXXXfhgQceQLnMT7BlWXjHO96BU089FYceemga4PgtqBTq3mLaunUr7r77btx5553YuHFj+PmcOXPwzEAW1dZJIDQ6T7U9IBd+pgC6ahtDdnItThMhDMWNLQmoK3cQDM+sDYIAlFAnQE5IB3QC5IRolcGJrX0SEBc5BhXQSSAX1qcAOhnkwl0loOP90ECdBHSABuokmAvrp8k2ZZgL1+Mppn0FzAH8OBiBEtgEzI22XLlVA3UBzIlytKyAOgnmxDl2c2qoUx2XbD0VELW9cCegTkgHd74N+NNKEKOsEu6CvshSwZ0AusiuCrhjFCh30IRTSvzelKGu1t8k3MlQB+jBzncINh8s10+i5xzQAp4dT/emADwZ7OJ9jks+Vi3gBWAXqT8GeIxI14jUHRXgWaVkE5n4/SqDndQPFeCpXrpUgGcVq7jk9Lm4++678eKLL4af9/T04NRTT8XJJ5+Mjo6OZGWp9kilUPcWkFgrd8stt2DRokXwPD6otLS04IQTTsA1i/vh59qDwtHF+9sLc0AU6FQgJ1TY1IyxT/IRTAVyQjLQxUFOlgx1cZAL65KATgVy4THIQKcAOSGrTJDpC9YXKkBOKA50tf5IYBeDuUg5GewUQCe3I6x1IdCp7nQJ7ATQxa2MvlWDtTikjbYcI3w95LZDgodsDOYixyrATgFzQnGo01kfE1AnHf9o4S4OdLJkuBNWOtnYrYQ7BdQJyXCngjogCnY6oAv7l63to8vzK4NdHOhqBwKQKg2nY2UrXbRvCrCT6pDv4QTYSeUE4OnATu67kGpMigBeDOoiTUqAx6jCm1cDeCqwEwoBTwV2QX9kuDNZ0mW4k8/hTd/8J9x555245557MDTEvTocx8HRRx+N0047DfPmzUvX3u3hSqFuD1a5XMZ9992HW265BUuX1haN7b///nhsm82dHqj0NJEsOPWkA7lImQxQ7PFDmCOKOcnCpma0LrMxPEMNckK0SJDbQo3TOAAHGbeFIb9RfxC0ykB8PciF/Xc4lOpATsgqEziD5pyzOpiL9ouv+6qXb5260lo3XXuUn/+EdS6uoArZOpeoK7DCeRkCu5SEPiHfqpXR1QUE1rqDPS3MCdEyQdsKBquib1NAXSPrA7VwATQOdz7/jnRQJ+Q5BAOzuZVOpQjcvZzRQh3AwS6/iZnj8YEDS8taP5x2Ncl39FAH8Pt7cCbUQCe3WaHo+TuUQBftmwHugBDwtGAnlbOLzAh2QvXGKOIDnUtcLdiFTRKeAUcbiy8GeCawA7gXtxLqIp3jgFfvugY44CXGRd/Ddz40D7fddhtefvnl8ONZs2bhtNNOwwknnICmpjpJslPtlkqhbg/Uxo0bceutt+Kuu+4Kc69ms1m8613vwvUvDdescqNUtYWg2mIOzAnwB2ypm8GZyQuqYA4ACoM5OJsycFsNgYMFzFWgBxNwgPEy5oDFjPIUS6YHqKir2uqDVswQwGhgkRqps8i8AaATolUYvXn9DFBpY8aF6AC3kuW3+igaFphbVSC/zQWjBG7eED4izxfnt630jZkOfItDVmZEX8hzgJEJFOUuPagBAHEJmjYy5HrrAN0+iMb2U4kBVoWAuIAzbC7q5YCRvSqwew2usox/5+3L64Pd4F6AN13/lPddAmtDFpmB+pDi5cxr04QXNfHr3AcWMDLZx9hnze0xSlAYRzA8y7A2jfHvynivoAZ1vs1fSkzybdR1PuCOIMTovS3kZYnxnieMByVntM59TIBqM884oq3LB5o2mNeXinKdS6p11wcCHNr69jaHF7CLTOvxfs1XT8Rtt92G+++/H5UKDynQ1NSEk08+GR/4wAfSuHd7mFKo20PEGMOzzz6Lm266CY888kgYV66npwfL7bHwmqcCdgO5uRSqttTeUq0SUUIds2qwVOnkQKe0zA3mkF3D++FlAE8BdI1Os/oZoNIa9KusDlYciZtH9UDnZ4BKux+2qXxIkRpANAJzwOiADjBDnZ+ppUKzimoPQ7vE0LKePzW9DNVCnQA6MIBZaqir5gmGpvE2rDLQvkIzXWcB1aZg2tWHEuo8BygGoRp8m18jKhGXILeV/01dhrwitZeAOaDOEoEA5modRdhHHdx5WWBk3+CC84ga7hhAg3A7tKqHO88hGJ4mnDOYEu58l8DaJDyKYIS7MMk9I8p7Qg6NYwI7ZgFDM3ifaYVg7HPJc8woQalLOCZAD3YMtdzFTH3fxK108j1oArywnAbwuBNDrW0T4IUp5wi/XhN9ZNFsMybAqwYesYyoAU+AnZAO8PhUcLXWLw3gWSVx4RIj3MlWTiXgeRV89aSZuO2227B27VpejlIsXLgQH/rQhzB37lxt3al2H6VQt5vL8zwsWrQI1157LV555ZXw84MOOgh/KziodPXAqhDYGq8ynWSQExLTjLJkmBOqdDJkZtUKyiAn5GeQsNA14gQhgxwvoM4+oQyCHIM6LwtU26J9SACdBHLhR68T0IXdVICdDHRCcbALgU5q0stGwS6EOSAsp4I6Gehq9QNtK2t9kGFOSAV1MtCF+8bAToY5IRXUyUAnlAC7OMyFjUb/jcNdBOjCDxVgx6SHpljeGIM7zyEYnkoi/VKBXQTqpH7G4S4EurAPSbBTxTuMw50MdEK0iojVTga6sEsqsJOBTvpMvn90066qlysV4CXKxQAvAnZSmTjgqfIIx+uOg12tjei+1ViYExXcxcFOSAY8woDOV2P0pYG7EOzCcknAU01dx+FucCYAxvD7dx2JG264AU8++WS4bd68efjgBz+Io446KvWa3Y2VQt1uqnK5jHvuuQc33HAD1q1bBwDIZDJ4z3veg6vXjsBragPALQqOYTosLhXMCQkrnQrkhGQrnQrmhATUmUKUCKBTgZzcJ/HQMmWzEECnAjm5PVohSpALy7zOQBd2NwA7FcwJyVCnAjohAXaydS7ZXw52KpgL25OsdSqgExJgp4I5IQF1KpgTkqFOBXNh3wXU6WAubFT9sYA7LweM7KMxC8twxxSWkBjcyVa6RDcCuFMCndRXGewSUBe2y+HOFMBagJ0K6IRksFNBHa+If+/Ds1w10IV9qoGdaS2dcR2h20C5APCUYCeVEYCnArt4GzqwC6sLAC8OduH2APB0UCcUOhTJ1rq4JMBLQF1YpgZ3pvWI4nplBBEv7Xs+8j7ceOONuO+++8KsFRMmTMAHPvABnHTSSem6u91QKdTtZhoYGMBtt92Gm2++Gf39/QCAtrY2bGyfiOKEmWCZ6EPCKqMhK50J5ng9BPZI/fVozAL8jLk9P8MfDtle/SArnBOqLUFdiqICMutls/CyQHmsef0T8fkD2bQ+640COoAPwlaJaIFOKDNA0PNY1PIWl5elqLRSLdABHOqKXZYW6OR+1QsQTXzuraoDOiAIytsKLdABCGMI6mAu2q9GvHvqbHYYKpMNaUwADnfbHH3GDsb70rKGaaFOtFWdXNZDnVRfPecgMAJaMTuLCHDVQZ0QdYHmNeZFir4NDM909VAH8H6XqNk5AvXHE9EnYznGAyhrwU6SNjevXJ1lBjuAw50O7AAOd8UeZgQ7XhBoW11nkWEAd1qwA0K4q+dowggwMjn5OS2XcOG0cfjTn/6EgQH+ltza2orTTz8dp59+Otrbt28ddqo3XinU7SbavHkzrrvuOtx1110olfgUTk9PD5Y2jUNp/DTAio56xOPu9SIUhEqMBh5ieXWCcSGrzNMdqdai1BrkcMUsQ3vB/rYhWr9d4G+cw1Nq9cZFK4bE6XI5t7YoXNttl4TWQG2fhgmaNzAUxhu8Te0A5Bq5mwgvZnIUoFVuiSv2GJxIqkDzOpqcwpFU7rCwZQGBM0Qw/kl9OS9HMTjFQsUwdlOXW3yskqnj9RemM8pB2+S0IDIO+DZQGme+hpnFs5HoyzD4GaBlJVAcZwatysQqQA3HV6XIr3LAU97pvSGpxy2QpbH6quADmSGgMMHkfcLBXWupA7eY5Tcx47GRAA59C8ZrigROILkt5heubB/DlkMN12aFYMp9Hrbur3/jYpRboYkP5DfRuoBnF/VBtWuVoq73PvHqg3K2nwXfo+HaIwSVdgJiKAPwFyZjGcbvLbEWVt1pvkbWLhi8ZglBuZ0PsibvYBEWptqmMuu7uOyAffDHP/4xzC6Uz+dx6qmn4kMf+hDGjjVd0KneDEqh7k2ujRs34g9/+APuvvvu0Dw+e/ZsPFfuQGHKRIDE1qB5NVO7SN8Ul4A5AFqgs8oEtnjoUg3QEekNmuiBjlk1axqtqqHOLtRCLFRaCYanJutpBOaoW5uGqLYQJdARl8AO0tqK0B+J/gyTME2Vl4MS6JgNuMGDnQCjArrwX8U+tEKQ7ef1uXn1Q5hWgUwf5Q/hgnoKRwAdCIMzSJVQ5+Uohnv4l+s7UEIdj40X9NfXQB2VUiARvWWFUX4++T9qsBNAB+ihjk+1B+feJ0qoY5SFMQZplaBtSa1vKgAKoS48JsVxVimaVjrSsSjWMbkcsgD+QNeBHfGATH/QV1sDdz6QDeIXMqKehiUeQfN6FoaeUR2bgDpAD3aE8RcJgH/PKrAjfs2K5TvA5rcrjr9CMO3uKodyh2Dr29RvTALqRL35TbWxTHf9hPc/MQBe5AZTFwnDFOksoQzIDrDwbxXcMULCdIWEQQtuYqw1lQGkKWemAbwA7IR0gFdpt8OwSCq4i8f6U8KdD/z6qAW45pprsGTJEgA83t2JJ56Ij3zkI5g4caL2OFLtWqVQ9ybV+vXrcc011+Cee+4JgwUfcMAB+PuWJvhN3Xz9U1utvAxz8mcy1MkwJ+Q2AZWOWpkIzAnFoU710I5BnQxyYTUxoJNBDuCDXrmNcCtdUGy0ICcUBzoZ5MI+xoBOBjkS3BZuniSAToY5ue9GETXzJQLuSkDH208+gGWgA9RQJwMdACXUhUAnL+a3o2AnA13Y5zjYyUAnHa98jURgLvwwCnUyzMn9kaFOhrlaf6JQJ8OceLhZlQDqYv2TASgBdeHxSe1JUBc9tloZGerCMjG4k4EuLBMHOwnowjIxsCMeQdOGaNgX30qCnQx1YZnYdSVDHaAGO+IDzRv9sC8qsKMVgml3SecxmD6U4U4GOrluGewAtaNE/D5WAp7yZov9G+faOODJYCd9JgOeDHZhvQp4i4+7qjIJR5E43MWgTigOd5V2KYCxAu50AZwjcMcI8psBMIZff+xw/P73v8fzzz8PgKciO+GEE3D22WencPcmVAp1bzKtXbsW11xzDe69994Q5g466CA8vCkPv4k/FdwcQbUVEIneVet7ZKBTwRwQtdIpYQ6IAp3OAiMBnQrmgCjQyTAnP4xkoNtemAOiQKeCOSAKdCqYA6JApwI5oe0FOnn/EOaARGEBdgLmVG0KsAthTlFIgJ1snYs/6ATUqWAu7K+AOhXMhYV4XUqYEwqgTgVzcn9K45gS5mr94VCngjmhBNTF+lkcR/RQJ0SZEurCwwngTgV1YZkA7lRQF5YRcKeAurBMAHfCSqfaLqx2caCTJeAuDnSyBNwJK108QwhQgzvZSpdoK7DaqYBObisOduH+UogT1T2dgDvdTScdpjKwuHy+VGAXfC7gTgV2QBLcVGNwvIwyxIsMdxqwA6JwJ4Md72PweVvN6qubog3hToAdADCGqz9zLK655ho8/vjjADjcvfe978VZZ52Vxrp7EymFujeJNm/ejKuvvhp33313CHOHHnooHtyQhZ8fEynr5gjcZk0sokDE4wvNTcEt3SYOdkqYEwq8Ro1rpGymf3AHyvQTtK2IWuXiquZJ3cXOOpCT5eYIymP0ZRjlENsq5RYlsdvAzROMTCRwDWuZ+H7GzXWBDuDfY67XXJBZPJ2Zrj0ByrJ1Li5nkGLsC17COifLtwG32RxgWjhCaIEOCB4+BqADAMbXlBmDSttAsYdpgY73h0fxd5uZNhuHFupEOw4wMglmqAMAj2ihDgjW+NnQQh3Awa7cqYc6IAC78UwLdUBgKctACXVCvgWUutVx7SJlxvtaqAMA4gJjXtAHgmbBZZfbpgY6IS9LseZd5nAZJrCT+6wEu7CSAPDq3Hz17l/i13cMAviSkR0Vh2/TIAC0bHC1UCdkF7wE1IVVBN0st5O6WTmqrahBnaTrznk3fvvb34ZwZ9s2TjrpJHz84x/HuHHjjHWmev2VQt0uVn9/P/7whz/g1ltvDaN9v/3tb8cD67Pw812J8kwsRK/j8Ul86K0fGb5QnRoc/XyHP5CJYV0uswA/y4weo36GwSoQjHle/0AotxEUx9VJr0MQePAZHpYE8HL8galrzM8A8IHOl5Mgx/tCMTQj6KtuHTjli8mb1zEMzjL0mfE+14tmbxfUAZ3DPjsctEzfFxi/NiqdBg85xq2W+U2mRfAMxDOHfxDWBV2AVt8GKh3mlw7qArktDK4mLAoQHE87UOkwLOz3COwRgmq7r8+XWyXI9hFU2hnalqrLAPw8D08FquMNHfcIMpvtOo4ZgJdlaF6vrwaMx/3TwYCXA3B4P9hjHdoqiA9ke5kW0AFhiatj9fZ56io51EWiLRcY86I5ZZ5vAaUxFF0v6QmSUWBwegZ9+5kgHWheTeGbHINZLc+q1us3sLKNTDDDi9vE4NTxaq82M7QvMxbhL0SGTBKEAdk+HyVDlheA3ztNG82P5dIYgs5XzanGvCzRfl/Ckjs8ydyXbD/TjgXXfO54/Pa3v8VTTz0FgK+5O/XUU/Hxj38cXV3JZ1eqN0Yp1O0ijYyM4I9//CNuuOEGFAp8xN1///3x+LZ2eM1jEuWFl59vEa2nZuQGVk1/ZGrxlairhgSR7xQIHt6uYqGtHLYkGBySbTH4zXzQcbbYGLtYBVA8QTl1AUsznSIGbFpVA50ceNbLqoHOzwDVtqAv/ZYS6ATMhU2rxkvKp5mdQYrOV2pOHUqwY7WpFKbJZEFYDXxoVQ12vgNUW3hh4hM12DFeF4cp/SjOp+TVUEd8VqubQplXNj5VpII6Hn+u1i8V2FG39tBilKdeSnSX8uNmlvqYiEfCAM26MrRa8+JkNlDqrmVRUMGd7wCFibXjUMKdR5DZYnMoUzpnIJwCJi7UYMcAp1ArrwI7Lw+0HLMJjBGMlDNKuCNeAHUAvwcUz17f4sfEp6gVfQEAn4cE8W0owY64QNdLtZcyFSj4FlAYzwcC6kIJdhwiMuGUtwrsBNARFlgiGwQ7QAN3DMj11a41HeCJMQ+AEvAY4TmlAQA+tIAn7nMV3BEG5Hpr6xF1cFfurJVXwR0jtbh8PICxGu5kGFN9Zyw2dqsAjzAg089fHJRwx4CrP3MM/vd//xfPPfccAO4t++EPfxgf+tCH0jh3u0Ap1L3Bcl0Xt912G66++uowHtDs2bPx/PBY+E3jwKzYwmgaHax8O2ml060LCffJJINlxqFOhjlhFYsDXSIGnQLoZJgDONDJVjoBcrU6GGiVRKGORI9ZBXTxLAJejqDcgQjQhTAXlHP6okAXBznxJIkAHZXWCxIgM8CBTjTDiALsWHJtTBzsZKDjx5iEOhnoAKihjkUZNgF28eNBEuwiQBcccxzqVAu741AXAbqgb5FjdJMPqTjUCZgL/1cAmwA6cdwqmJWBDuBQVxxXW8epAjsZ6kS9CbATUCcdY9RJowZ1YX/jcCdBndgnDnYC6oSGS9kE2EWgDkiAnW8BhQnSdDwjobd0rRAHOvmY42AnrHSRz2Jjjgx1QBLsZKCT25LBTga6cL9Rgl34sRUtI8BO9EUFd+H3FvyKw10E7AAl3Mnrj8N6Y1kkBNiJOlVwV5buIxXcyWAnysThTgVhJDo0RPopLN1xuMv2Ra+xRL0MaNrs4udfPQZXXHFFmNmos7MTZ599Nk455RTYdgMBCVPtFKVQ9waJMYaHH34Yv/zlL8O8e1OnTsWSynh4zRMBElgUgvspDnNCcajTTocwNcwBUaCLw5xcr4A6bUDhAOriICfkbLUxZjELvVpDmJNG7QjQEfUxC6jT5fmUgU62ysllZaCLwFzsCRICUABz8Sm9zABF18vRkx4BOwXQAVGoiwNd7ThrYBcHOqEQ7FhiE99PBhwF0AFRqEsAXdgZDnamMAwC6sR0a+K7kS2RCqDjddSgLg50YZkA7GTrnA5k4zAX1iFBnby/DHdxqJPrr46vAh6Bs9VOnncJ7FRQB8TALgZ1YTUS3MWhDkDEahdOvcabku4RYaVL9EW22sWgTj7moRlJK120Hqmd8UkwkcGOUWB4cnKKQYCdCuiABqAO0IIdII0nMbALt8cAL/LdSX8KwKu2qm66KNwlwj8F1YdZJBRgJyQAT4a6sBoJ7uJQJ5eR4U43dUr8JNTJ/ZHBLhs/b9LMCN8BaNoStMkYvveFg3DllVeGmY4mT56Mz33uc1i4cCEIMU9zp9pxpVD3BuiVV17BL37xCzz77LMA+BvMRnsavLapiMeZ823DGhHUoM64tsXRp7EBAuhgapgDakBnzA5BuKefCuaEnC02WldCCXNAAHQl8/HSKmCPMOO6IS9HUBzPIla5SD/6LDSvIxiaHrPKyQqsGLJVLq64lU5WuY1gcKbGe000EYC6ca1ZcE5UQAcEUFdWA50Q92Bl2vWQAuq0QAeEQYTrBVb1MiRqnZPF+GJ20/ogATIqmAvLWPxhKlvnZHHnDmYMmBuHOiEZ7lpWqSFItFEd60atdIlGeBYQFdSF7blA8zo11AH8fBS7CZqP2Qyi+ZKHS1ng0Y6olS7SCP/RQR0QgN2wGuiEfBsYnpK00kX6S9RAJ0RdoPOVcsJKF2+nfw5Dyyp1PTsKdmERqgY7sW1kguG7Cz62CyRqrYsrADxdXE+Aj1cy1EWaCcqUuqgS7IAa3OnATpTpfNUzro3lDUILdgCHuwTUhY3wX16G1KAurMDHv354L1x11VVh5qN58+bhvPPOw7777mvuU6odUgp1r6M2b96MK664An/5y18A8NysI83TUe2cDdDoHKqb4w9R2xCt37cImOGZ4uW4R6sxHRIFfBFPTmX1yjN4zT6cPj1peXkG1lEFq+oHc1KiPPyGcIuL15HlISrymw0PhKo5xZmXJSiOY6h2JC1zoRgHVFqmRhIyOXvQCkHTJoLm9WqgA4BSB8HA7DoeeY1Kc84AgJYJsn2IxCiMy7c0FgVRh8e9kbVQAIRezzp5OR42xhmkeuD2hVeu4Tt06mR5yACliVXkVzv6r09j+Qw3W0GYBhZdOyWLO8aow9+E9QQhS6yy+UFpTDXnA7mtBLlt5mux2E3QcuwmbZnBQg75u/UXAbOAQg8Bs02ASdCy1jz8uzmCvAZARF8L48yL7UngiGESt9IaoNziYV6MacfqgR3hL0umY/YtYNuC4LrWtKFbv1irBGhdDf04THg9jsGLnxGg0EO1L+fiXrCK6hBScrm2lYbvjwCD02mY01m1HdDneeaNAP37Mox/TPXG5eKz7x2H66+/HqVSCYQQvPe978VnP/tZjBmTXDueaseVQt3roEqlgj/+8Y/4f//v/4Upvd71rnfhT68CzIkuHHVzfDCjVWiBrtpMUO5kPHm9YjG9l6tZ5nRem8QDrGpg1VA82NwmBtbFn4ysZCmhzsszsK4K4BMt0BHHh511UR3OILshSQVeFnA7XNARSwt0IqipVQEyihhRXpag0s4fsNV2tXWOT08SwEOYXFyWVSRo2shDwxQ0aZNohSAzEExButxbUQ6WLFTqIOifw/upi4tnF3hIl2ozwdD05HbfAT8WAKRKI8ncw/6UCfJbeJgaHdQJqwajDJ7CoYb4gDPEnVN0UMdsHsOK+Gqo9nIEQ9N9HmtN9/DzOWjRqhrqOHjyXLu6zAB+FihPL4NV1LHh3CaG5v17MVzIIvuk2tQXAh34PcCoHuyYBaCzAlalyK5LtscItwgSH3qwY8H1RtTZJogPZPoIqAct2DHCxwS3CUqwK1UcFBZ3gla5B7buWAo9wZSwAuyIS9C+jF/LJmuOm+cWXZWFy3MIthwSrFP0iNbSRqsIppzrgB3h10RyA5+uZBbBtvnB9KUG7hgBKp0c4JvWK8oQoNLGvwcd3Pk2BzswqOFOmm7XWu0E2AV/q/pR7OZjS+tqPVAVxvOXJh3cyesjVXBHGND1sgsQwM0lj4URYHCGWPMDJdwxAoxM4GVU4zEAgAL9+/BtKri7/b8/gSuuuAL33nsvAO5M8YlPfAIf+MAHkMkYcjSmGrVSqNvJeuyxx/DTn/40XDc3f/58LKJjAKsz8bYqgA6AEuqqLQRlke2BcBCRoU6GOeEdGR9ABMwJxaFOhjkQBla04fRbkfUkIcwBIISBeTQCdQLkwn4rgE7AnFAc6gTICamATsBcbU2HZKUDaiAX7pAEOgFzteMHChNqJ82qEDgSUAmgE4qDnQx0AD/fca9IAXTCoy8OdiHQiVnqShLqBNCJN3TPiYJdfIpKBXUC6MI6q9H1MgLmwn54SagTQBfW4QLOkPSw8OMOIEmoE0AXthvE4Au3BzDHO8HAylYC6gTQiSnKoZFcBOxkmAuPX75UYnAngE7U51esBNgJqAu6xS1DMtyx2PWmADsBdUJxuBNAVzvOJNiVKg6Kz3WGOxAPEbiTgS78LAZ2xCXoWBpd1xWHu8gCfwXYeQ6J5H8lbhLsIhbU7QG7AOhqTjEE2/ZnoQkpDniM1AKqk2D/BNwFYFc7tijg+Raw7UDZo0ABdyx5n0cAjwGtq2IHF+clChTHRscaGfASU9sKuONBo2PNONHtXS9H14S4+eix8DAz0mcxuJOhTigBdwTomxucd18Ndswi+N+L34Of/exnePnllwEAkyZNwpe+9CUcccQRifKptk8p1O0kbdiwAf/93/+NRYsWAQC6urqwauwMlLunAIQvTBZQJ8OckAx1wjIHIHzAWkVSi74PCeikOSkZ6uIwB4g4Soy/tcVgTogV7dBKF4c5ABGgi8OckAx1cZgDAFqwwuCicZgDkkAXwpx0PrysZKWLwxyQALo4zAH8gVns4fHNhFVOVhzogPpQB0StdTLQCVWaSehhGAe6sA4J7OJAB0ShTrfmSAa7ONABiFjr4kAHJKEuDnSiTGit85PToDLUxWGu1s+atS4EOvmalKBOwByAyJqz4UIOmSc41KmATvQ10W4AdswCSFc0DAdjJGK1k6EurFO22sWhLixUg7s41AFRsItDHT/mKNhFoE404dasdiqoA2pgJ6x0KqcEGeziYTlksAutdPHr1iNoWSl5wcanxeuAnQrq8tui11wIdtJOMtzJYAdo4C4GdsLxSMBdaK2L930wCj+qsDZy6JPQWhc5gFofit3J/WW4U65ZjMGdLlSNGFdVYCdb7iLWOqEGwA6QxmkJ6gCEa75luAsjOzCGb31iHn79619j27ZtAIAjjzwS559/PsaPH68+mFQNK4W6HVS1WsW1116L3//+96hUKrAsC8PjZ6AwdV8wm99VAuhUMCdEq3wwjsOckLDSxa1zsohPQKpJmBMSVroQ6GL7Cyudl0vCXFjG4ze2CuaAGtCpYA6oAZ0K5sJjrfC1MZHk8rIBTgAdFDAXFgKcAZoAOSEBdLQatcyFzSmATkiAXamDoH9fpniw8cHeHiFoW6l+eFab+Ro83fQxqRJk+qkS6MJDdDjs6haRC6hTAR1QgzoV0MnHQnxgeJo6uG8IdQqgA2pQpwM63k8OdSqgA2pQF7fOyRou5OA83aJOTi71Vdd+tZUloE5IWO1UUAdIYKeDOiAEOxXUATWwU0Gd2N/NA/aRvSgs7lR7owZgp4M6gINd3EoX2R6AnS6IrgC7uJUuUiYAO+06x0bBLmalk5UAu2BHAXdxsAOkyzsAvMj4Im0TcJew2MWPYYAag1C7LUwPdgCHu5i1LtJfBrSs8fWOKAHcqax1YROOBuokVZtoEuqEArjTQZ1QZpBFoC7sYgzuIiG7fBdnH92OG264AZ7nIZfL4ZOf/CTOOOOMNATKDiiFuh3QCy+8gMsuuwwrVqwAACxYsAB/RRe85uiCJ+IH63n0938ttIiuDAsscUDioQcEXpOGVEAA94isTqpo6+CfB79UnpcUoNTkhQF4LoVf0N+QpGQhu820khyh9U13Lrwsg9um74c1RNGylkSmkGVxuNV3ATBDHRAs4B+btFQIOYMUXS/pHSsqzQQDeyM6fRyTPWShban+q/IyBKVufR91oCWLhyyB/lw7QLnblK0B5u8T/Po3OSC4TUBh39p0a2J/i6G9jZsjdB6hxXIG3qut5n4YAvD7DuBN1q+yZ4yAeQS0T/0mIhwtVPAsl9E9fMM6mD5PK8CvXVMKPDC+XtI01hBPvXYqrIIC5Xb9d8osYHAvzVpWNAB1QENTsbSqz0LjWwTb3qbZKB287jsXJUQ+alX/QIHSOHPWBvgE+Y3m6z+/1Qyw9VIjAuZrAoDZOYcBHUsNgxkARgl65xjCENS5LgGE+baVfQg2jXsyue267/0T/uu//guLFy8GAMyYMQMXXngh5s+fb24wlVIp1G2HRkZG8Otf/xp/+tOfwBhDR0cH1ozbC+XuyUAsDo+42eql5NIBnVUicEaCaUzNAm9nkCA7wFDu1AwOfgB0UyrKhybzCX8YOOYBzAR11b4scpttlCaqcz8Sl8IeoLBKGstZCwObVII3bCO3QfHgDB54fpahqsmaQKoE2a0U2T51/5nFAUL3wKu2M1izhlEp27DW5pDVLMYmPoc6bVJylz/c7QLQplkEXeok6F3gacGTlinyG6l2Mb1vA+UOorXS0TLQtInBd4BSlwE0fD00AhzqSopQIEB9K13Ylyq3vqrkO0BxHIPXo35iMI8CFYquSf3K7SPFLOji1sgUZ1zVFoaFb38RDz4xl3tkq9qh4KnGLAbaqj4Yv2yheWlGGRoFCCyiw9TsfQ79dBloLRSNLpUbozyGmc6rVXi0Dk/WWwyrLQzUBcY8r7u2CAZnEOS2qqvwbWBwHxfE09wfLkHHywS+owemTBBMXAcjPK6dwaJIgaGpFPYIAAqMTNJ9JwTZbSRhtQu3M6BltQGsSPByR4DiBMX4yIBMsFzF5HnrZ6F1agGAbL+P/r30UJXt5/ua0pB5Wf19SBjgDDE0b9KP8YWxForj9fW3ruLn2GQ5rLQzVDXOI4QBmV6KjmWK74oxXHLWfvjFL34RBuU/5ZRTcM4556ClxRDvKFVCKdSNUosWLcJPfvITbNmyBQDgtk5FYco8VLqiT1celJf/Tap13r4zamALgS4TWJZiT19nkKB5A79B3CaShDq/9oZU7mSoTo2tGfIJ4AY3qMWMUKcDumpfFi3LeUDWagsPPxHZz6WwhimfmvL4+jBZAuZAGLxhB9kNsdAVAcwBeqAjVQJ7mMAqESXQMUvysCRJqBMwRwhDpeyAbcmGi+DjYCdb8Lx8EuwE0AHcOtW2SuEt20nQe0BtPWBctEy59YvxQToeS8yXpktV6+kE0AEwQp2wDJmgDlCDXb21dAD/vsX2ONT5DlDuqvXRG69IK+VRkBH+oGMZH10TByLbBdARn99vXj56INUWhjPe+Q8AQG+lGfc/vR8/Xo8k4E5AHQAl2PllCy2vZgAGfcw7AXXhTslzAlrbloC7AOoAKMFOAF34v8artW0lT/mlBDsCVFt5x2iVJMDOtwkGZhGAMBAvCXYC6MK1rAqwIy5B50skWGKh6IMEdeK44sc5NC3og2KqWACdqMsZCe5pBdwRn2jX2tXKcLCDwWoWWvxUcMeATD8NBxYV3Hl5Fk4Pq+Au1+uH97MO7gTYAWq486RxQHU/ZoZYON6o4K44JrjXCNRwx/h4ZopNWOmo9TEOd4QhCHPF/4/DHSPA0OQqzh5DceeddwIAuru7ceGFF+Kwww5TtpcqqRTqGlR/fz8uv/xy/O1vfwPAvXaWsenwm7pRbZIWrUswJzRaqBMwxysMrHTSWh4Z5gjjMYTKndKaKAnmgADoJCtdBObCRkcHdTLMgQHV1ijQyTAHJIFOhjkASaCTYC48TxLUCZCLHEIM6uIwB0SBToY5QhjKpUwIdEAS6gTQiT4ykgQ7GeoAJKx1EaALO1r7UwY6IAl1fmz9WxzqZKAL94mBXQLi6oBdHOoSoUxUDhLypRSDOhnoxP8y1MkwF37msIi1TgY6IAl1Auic4Gm8qdzGoU4cgxsFOxnqgCTY+WULLa9INzbh11ckS0Uc6oJjj4hGt0XAToI6IAl2cagDomBHXILWVSxyfTJLgrvAShfP6CKDnW8TDOwlHWYM7HwbGNxXmsqLgZ2w0sl9iIBdDOjEccl/C6CL1Cl76spQF9QpxksV3MlgJ8pEHCkY0LpS2h9IAF5iGjcOdwLspEricBdenyq4Y0CuT3i5qeFOhjogCXaewmov35eESekWVXBHgGJXrU0V3ImYd+I8xeFOhjogCnYh1IUN8F8C7mSHjes+cAx++MMfhlkp3v3ud+Pcc89FW1t0aVOqpFKoa0CLFi3Cj370I/T19cGyLJRaZ6LatS9ALQ50rUAtZVZy/0ahLg5zQgLqMgMETRtrMCfEvWVJAuaEyl0M1SlBup4dBLo4zIV9CKCOVCmsEYo4kAmoi8NceIxDDp92VcAcUAM6UuEOCHHJQKeCOaA2EMVhDkAC6MJ6JbAjfjJjhNtUg7o40AFRa50S6FA73jjQCQmwiwOdfFx+Vg10QBTqlPA2CqhTxqaLhzGJX0oS1MWBTvSf2RzsVEAH1KAunG5F9FoXUFdt9XHGUY8BQAh0QBLqwuMOrHZxqOMNAIxyuEtAnagisNopgU46/lDxIjLYxaAOiIKdCupq/WChlS7RvLDaSVY6WQLsZCtdtA8c7CJWukjjNbATVrrIZhnsFFAnjk38jsdxJB5BxxK/tn2q4jxLYCfalOEuDnaiTBj+RAK7SB0S3CnX5wm4k6EuUkEN7uKW5DjcJbJMKOAuDnZAFO7qgV1mKN4H/kvAnbDWxQ9DwF08kHEc7uJQJ1RtYUmok/oQgp0cXsVz8aXJTbjxxhvh+z66urrwla98BQsXLlS2kYorhTqDhoaG8LOf/SwMmDhjxgy8VJ0GlusIy1SbCCodapgD6gMdwPdlNBiUFN+GlxW5M9UL76vNBOV2ok0dVu5iqEyqJGFOqAGo8wYcJcwBHOjK3Z4S5gD+kPcyACYmYQ7gVrrceke7FsnPco9dFcwBgWUz8AyudTpZrtKRhDmhcikDtlm9QM0q83yispVOSFjrSmOYdpG8XeCDqRLoAtGSGugAPihnBpnWQ1UMrCqgA2pQpwW3BqCuPMbXBxoGasGGdZdRsHYvDnRyH92xVSXQARzqsl3FiHUusj1Y1H7GUY9FYE5ICXWBiEvgDNAk1Im6LQZkfCXUARzsSmN9PdQBoaejbptdSgJdpI8ekNtCtFAnpII6IAC7KUQJdQAHu86XEbHSRdsnyPTHrHSyGH8pka10kc2EWwFVQCf3MW6lC9t3CdqX+xiaQrX3kDOsbhe0fjYKRvj5T8SWQxTutM42BCj2eEmwCyvgcJcAu2A7YUDzWlaz1sXqFnCngjohN0+UUCdEqwqoC/vAwU4FdeIQiuOJNjuFmJLVQV3Yx2amBTsAaF/uJzxxb/7ou/GDH/wAK1euBAAcf/zx+MpXvoLWVrNj1FtVKdRp9Pjjj+OHP/whtmzZAkIIKu17hdY5WZU2gnKXvp56UEeYZHFQfBNWiYU3ohLo8gSVdv1gVWkHyhMNq9iDN2zarFkcPuwgv87m3ouq9tuA0jgX9qB6MPCzDH67Cyunfhh4ZQv2lozWC41ZgO8wLbD6GcDPMOQ3qAf7aiuDP6MI2/GUMFcczsLekOWL7DV3glUiyG/UQ1G9XLt+lqHSZfAWrBDktlja9hFcI7r2aSUIIqyrPwhLEubgVWynFUNoFBK8eGjWcfs2g5dnYexBVf1WmT9Yte2XCUo9miemT8IQMbrroNLO8E/v+rsS6AAz1AFITCOq+pDdRrVODl4WqOxXgPOaxq2amc8xb1/z0Ac/99UxLnJr9DmhiA+0rlbv72WB3iPLoFvUYEpdgq4XGPr31pwDxrPeFCfpvSiJS9C12OwJahoLGQUGZ+q3E58YHc7AgOb1TDkeihcfZkGfapEBrWt8lDXjKaPA8DQoQyDJ0n2HYAS5bUBprH47sxi6nzE5h1jG1InVZmJMGwYY8v0yAKSOxzwD7LLmGg3gV3sNBdKG/QnqV45zvocLZrTj2muvhed5GDduHL7+9a/jwAMPNLb1VlQKdTFVKhX86le/wk033QQgWDuHmfDz0Tx1lTaC0hj9g9Ye5nGneFy55EUcWaSugqVWbh3JblHn5Su3ExTH8UFONVCWxnGrVLVqwRtR3OUeAakSMIeBNLkJ2PGHHWQ320H+VUX/2oDS5ApQoUqg87MMfosHWEwJdF7ZAh1wQCvJtXFAAHMZFgJNov4M4HYG6cYUIQWqrQze9BIIYchkk6NUcTgLZ20WzOIhUnSiFYJsHwnBJK5KK1CcVQFKFLmNirRoTQze5BKYR8CKye3WCEXrMhrEilN0QDp+1bVGK7VBWuVJSDzAKfjwsgTDk5MFiBdMD5GYpVM0T4J4gkQNdb7NUG33QStECXXE4153vkNQmKiaVwcyQwS+rfEu9AmsIgm89xTXCQ1C3LQyfOToRxLbVxbG4Im/zuFQZAgfQ3wCa4gCFPDyCicIj8cNVDo4gEMTOXAA5bKjBjvGrx9doGjhFKNy+AB44GZvQhmsSpFbrZkWoPwlsnWNwhqeBfoW8utQBXbUJRj7LI8/NzBb1T8eMsm3gdIEBdgxwB62QDygbbm6e8QLjlPzNbh5Hqqk2KOw1PkETetZYq1b2DwFilOrgEcw7u9WYHlTw524jlVwRzygZS13WlDBnW8RDE9lINg+uOPeuODHoYE73+b3vAruGAUGp1kgTJ3CjxEShmvSwZ0YT3RWv8wQU2YYEXJz/PNcv86zn79gF8eprZJT7i8CFFh3lDo/oDhvqpmZmz/6bnznO9/BunXrQAjBhz70IXzmM59JU41JMr9WvcW0atUqfOELXwiBrjBpJl4Yd6AW6ECYMjyGPcxjE+mATfe5ULWVT+eIN5+4BNDpEkuXxjHYew2BUl9tvAmALuyPBui0wCmATtG+n2Vwx7gc6IDk2rmyBbY5BzrgKOtmFr+p/YxmwMsAlfEu3E7+YEl4srYylOYX4U0vgVI/AXTF4SzcV9rgrMmGQKCTALqwX7GHcQh0hAF5D6We6MNOAB0hALEYSD66XQAd0b1XaYC21j/DWzdqQGfabgrDYAoQDdSAztj+kD7WmAA6fQMc6LT9E98fSV4HQA3oiGatqa5PVtEwLFJzjMNstorq3rqYJfxSoSbLvQ/jMRPHR2mq3lzFHGBoisYiG1yHfrd+f6vK0L5E3z/qAjlFTuewfUttbZO9R33Fy4FYA0s9hnwsYLgAOjGrEQ/zEwIdAWAzbD7MA2EcWuLprMK4jABfThHjU0Zq43O2nyGb2D94gUIQvsMwZW4Vk9dveJ0yPp2unBIOwHPLAsVLEqvV4zapjAW1/mgtbsG4Xe4wXGcMsDQWObF/qcNwnzAgv1ln9WWAxzBpkSFoI9SBvk+/9l681HkgTjnlFDDGcP311+Pzn/88li/XvEm8BZVCHQDGGO6880589rOfxdKlS9He3o7++YdhePbbAKs2gFXaePwmAXRxOUNAyyqmDTYZTrVq7pVqKzA83edBbRUqtxP0z6Y1oIupNI6hetgQ7L2G1EFaPQJSoiHQCSudkD/swFmeD4GOVKNBYyvtwNDcSg3oYla60DonZPuwsrX/hXVOOENQyYNVCXMS1MRhDgBIwULTBhqcuxrM8c5H7fghzK1NOkNo1Ug5+TxL34kMdADi4QsTQEerDJnBaNtxEJHBRQV0cvk40FllFvG2SwBdDDYSQCc9DIE3F9DFtbIwBjfedWQIdKPWmwzsfAvwemogpgQ72akwBnZeFug9ijeoAjvqEoxZXPuiEmDHotOeCbALrHThvxqwqx1AFOziQK56yakXdidyHUh/6+AusqsMdxQYmkJrw0cM7nj4k1oDjcKd3KGybCNgSICdgDFmAZsPolG4Y0DbKn4jisw0cbiTLcm0aoa7cgfRwh1hPHWlCe5KHVQPd4w7+WjhLgA7E9y5zSwJd5aNa1bb+P73v4+Ojg4sW7YMn/vc53DHHXcgnXhMoQ5DQ0P41re+hUsvvRSlUgkHH3wwls09HJUxPZFysnVOB3S5bfqH2Kisc4FyWyjaVvhJmAvK0CCdlgxzlPoh0FXKDtyCnYC5SL8IS8JcrJ8C5sqTFNY5prDOxaS1zom3TjHViug2EeQ3DnNADeiUMAeAEgbH8ZIwJ7WpC1bLzy1Btj/2li1Z60Irnaxc1FoXB7mItY6pH17ysev7tn0WOtGezkIXDUOhb18FdH6GheE9VEBnVRiaNpBwuxbofAJrhGqBjqcUY0age+Kvc8J1hNstH0E/NEMkBdxmPdxFwI4lp+4jYMeSD96ExS7ukTpKix21JKBXgF38XMXBLj4m1LPYxXMImxSf9ic+QmtdOO0a2x7myhVWukjnubUuso8Ed7K1LlImgDtmcbAT+8XhjnosAnbgmxu22iWsyg1Y7WS4UzlryXCnGldkuIu0L1ntBNxVYmnq4nBnF1li/+222nnbb7X75xuewFVXXYW3v/3tqFQquOyyy/Cd73wHhYL+heqtoLf0mrolS5bg3//937F+/XpYloWBafuiMGV25GnsDPNBRGudGyRGmPOy6jV1CKqrtvC1c6rpo9wWnlFAZ5mjFZ64XGeZq5QduIMZJcwBfHG6PaIeKAD+8HTHBCNBvIoKBS1RLcjB9vkb/mAw8McfClU+yOmmWcH4mpc4zIWyWM0KqPKoLdjIbHKUbTcEdIr8nAB/GHgZado1rpIFZ8CKWOlk+S4B3ZrRTrv6DkGlVQ8ktGpOO0Q8wC6pd/ayBCMTqH7KlQTrmnRAR0TeXY0HZYWgaT3VWuh8C6i26a1vvqX3ACWMr7HRwVy1leHwQ17RWueYBe6solG4pk4lyqFV6dkIwMswWLOHlcG5fZ+iWrGRe169fkg4oeisKYzycBDeBE3GDbHGTtN1EuTe7T86+aUzBvglCz1/tbXXm+cQDE3VeLRaQHGCG7HSRdoO1tdpoS54eVGt5QT4+rXSOH0mBt8G+hYoQqwIuXx9nbJpYk7PRRjQsk6xpk1ATCfB0DTNvqi/3s7Pgq+t01RQGsvU92EAmar8wY1K5INVSsCvxkvWmBs42CU74KNsgLyxz2mgK8gLu/pdmgsCfAzIDMTbZbjo8B5ceeWV8DwPU6ZMwbe//W3MmjVLW8+erLespe6ee+7BOeecg/Xr16Onpwdb3nYkClP3jgCdiAtlArpw7ZxCJqBjlFvA4tY5oUw/hTMCLdAxylCc6IUhOhLbGYHnqq1zAAc6Z5jKxq2I3KYA6BTr5siwDafP0gIdHbKQX57lQKewUDKLW1q0QEf4VKwW6GyfO19oOu8VbGQ2qmPeMdvgnQbAz/k1kFVtF/trTbKBt65uOcmIvd3r6PiUo7ZrQdgI/XaeK1Z/7IzAmEPStxWx3CQRj+iBzoY+jR0CC5wmDZ7Yv9Sj9yB2hsj2T7fWEa0Czav1J8aqELjL1KmMKPVh2R6KPeqOEYUVL7LdB+w6a+zKexly1lrqBf8AH+pozsPGowzfqc+0jg3EA/Lbsb5OFnUNL1ceS1jp4u03rTSYlCnDyAT9C7XJ2s0IMDxRs6aNAdkBBlfjeMPAX7ZVIVbCrpUNU/jBlKwypWJwj+pCAzUiWgWaNujHr0bW2g3OUode4Q4mFFVDZq9t89UvOMJqN+U+/Q3hNjOUO+LtEvzw75vws5/9DN3d3VizZg0+//nPv2WnY99yUFcul3HZZZfhP//zP1GpVFDuGo/nZx0Et60Wl0RMBzKbKcGBuNzKpHu7HplAsOWoqjbmE6MAqHpxd6afovMlgmx/4A1J4vsy+A5DpctHrmckYR1gjMD3KcpFBxhMDnj2EEXrMgv5zeqvntEAuBy1RYQM28hvpPrwGkMWmtdxL0G1IwQDc/QDivBGVQEjKVHk1jqwtqo9nfytWXTen0fHs/p4Ym5e7dwCcKDLjilqwSF0XNGNeWULTq8+f6NXsJHbZKPSrmjb5tMfusGQUbN1UQTw1fWt0kr1CdAhoEq7GVYJ6H7Ww9gn9etnGGUYnqqvQ7dInk+p6ndjFuC1GmL8uQRNG3ksQXUFBLRKkNmmsSiZrHSijIekhUCSVQEqS5Luy55HUdmW015zALf86sLFgAGZQaDpJY31ggC246E8Uw92tArknzOc4JyHDQvNNKyFZZ8DtTIkUTCtrM1DC0SzHGi21+tX0wo92DEKLdgxAgzNL2NoP800NgEqzQSV2Iu5mL4d/zCF2+mq4S7YxQR2IGawA4M2VzZIMP1vCKWU7WdaD9fSWIKmDUwNdwRKT/lwMwPGPkMwOMs3wp1+LCMYnpLD8BT1NU1cH/mNRJv/2GtiKHciAXcfu+J+LBt3CN7xjneE07GXXnopKhVTHJw9T28pqNu4cSPOPfdc3HHHHSCEYHD2vhiYfxiYwyGAUW6aZpb6RpBhzi4g4Rk1MpHDXGF2BVa/jaaYFxejwYM3eIBWYnlMM/0UzetYzZlCAXTh4E+QsNAxRsCCpwdjJAJVIcxtIkpnjRrMKQ8dZNhG07KMMnwIwGGu5VWHA50G5vycz50zqiRpfZCtRCqYLFFkt1rh9ENc/tYsxjxLtY4oAuh0EkCntbDVg7kNGTi9lrJvXsGG81oeubVqj1/f1sMcIAEd4b9HJsauKwF0GoVARzVTKg0AXedSF8TXxAtkUuwp1ZRzHSsd349b+OIvSiHQgV9D8dy/tBqksWJ8nVd2W/ymqU0dUjcJdsQnPJ2dRtQDcpuDOnzAGUyWYcF5VR0hYwSEEcBmSmtdGD+NmMHOKgNNLxumpRwPlVnqdUli/d5owc63og935XdPEFqXtbEmbYahaUQLdwLsTHBn0o6AHaEMxPaNYCfgLt7nmkdv0mrHgDCEjzNsgLsA7ExwZxX1Vjsj3AmrogbuhL1CBXamlxCAW3BF+0MzkxeGM4QQ7FRjmwh7ooO77sVFhI4WCrjjsyVIwB2zs7i30IPPfe5zoJTirrvuwvnnn4+tW7cm6thT9ZaBusWLF+Nzn/scXnnlFbS1tWHrIe9AafIcgJAgwC1qlrmYVJY5uVgIc3tV+IOTsMjUnwxzQvJNk+3j1rnmdeqpK2Gd0w36wjrHNHeiPURDmNPXr64bqFnnxPG4LQyV7trUqLDOCaBy80BZ8uBNWOdiwBkBOlX7EtDFJaxzIdDFj83m6610QOfnfTiTRrRAF05J1rHO6aaxvYJdg7kdBDqA90P+muNAxyyg0lI7mXGg8/I+RibXOqICOnkNlAC6cL3MUMxaJwMduNVJXmuUALqYtS5upVOBXbRzis9GwwKqsvWsQaz2O7FIXQJlGrPWCStdWNZJgp183yXAjvFME0JWKQZ2gZUu3G77UbDza9ZFFdgxBvhV6btUWezi714Gg54J7ED4zIcJ7OpZ7UwiPtC03NHCHaN8nNbCne03ZLXTd0AxHRsrHgc7Oc+symqX7ZcLm612Au6UkuBO03W91a4BMYqGrHaRcS527Am488TDE0a4E3VE4I4QXPb4Flx66aVoaWnBiy++iM985jN4/vnnt+v4dje9JaDunnvuwZe//GX09/dj9uzZWHLQO+A190Qtcw3CHBCkfRrkFpMtR8ZgDoDV66BpA1XCHFCz0gmYa1rPIsBVbSaotOthrtruIzd+RAtzYuo1Yp2TDs/L8j7orHNelsFvc83WOWKwzgnrg2SdUyp4iOmATky3moBOwJwO6IzWubyPbBeHOR3QaWEOiACdSt6IrbXOAdsBdIr+KS10QXmthU58Pw1Y6DqWedH+M+lcx4CO113rb0Pr6PLQzrHJVrraZzVrHa3yCP2yItY6llzgT72ata5RK11EfuPTsKGVTu6/BHaqdzAV2EXqj4NdvH3bj0zFRiLubKfFLq7tBjvACHaij87IdoIdM1vtxAvajljtVNOxcge007GBnOFojtp4/RGrXfw0xKx2iRibMatdJb42TrLaMQIUu2vbZatd0wbW2BTs09GXNRAOd8Jy5wwhsV2Gu4jHrALuuhdLLygKuEusjSYc7ModvOxnr3kEV155JWbMmIHe3l6cf/75uOOOO7THtKdoj/Z+9TwPV1xxBa677joAQGHiBPQefCCI78AqE+3DhLj69XIA99Bzx1Y5rCnqoH0OmjTTlAB/o7eLTDuVWG0mKHfpLXPVjhrUqVQuOrDXZhMwJ+Rlg/RZGuucl2NgFNqpVreFW750U61uE8/DqYM5UqGwi0QLc36GgVlMC3NuC4OX87XWuWozwcgUvXUOAFi2BnRxlQazaFqa0cKU28xQGePpp1tzDF6rh9w6NdDRKh/ctxvogrf2ps3646s2ET64aqZcaZmnvdLJLgFtKz0+zRIXAcptFrbtr2mfEVCPOxLpJLw+dfegbwNVg7cqLVG0LVVff2L/Sqd29+CFBtr9I9Ouir4zS5+8POx/h5eAulCu+fwTX58LGuAeo5W36egAcCsWWp/OafvvZ4DhuQYPjQpF83LH+FJjcsphlN8nOicQ4hK0rGHGlFPVFn1aOFGm3KWZ8qVAYVpV60hBfCC/mWHb0RqvYpei7YWMPr4d42E+Nh6tuUYZgdNvoWmd3rpUbdZe/rz+AvS5fgkfH6yy7o0PsEeC9IGa/csd+jGEEaDQQ9C6Rv8FMAJsOVjffwDatdtiu7b+YHtxrO6Nn/9SZuER+xOg3OWDuC7OHBjGgw8+CAD44Ac/iHPOOQeWpV//vDtrj7XUFQoFXHzxxSHQDey7N7YddghAHFgVGO4ms/xM8Iagse5l1mbQ8Yp+JCyNYRiZxLRTocWxBMPTfOP6GnjQAh1jAAYdLdCNTGYoHziiBbpquwe/zTUCnZfTA115DEN536LeOpfxgfaqGehsPdD5WQZahRboimMJ+g+objfQAQDqTEfTKo+lpnUWqRLY/bZxWs8Uu8vPAOVuX/9A1VnoAlVbCAb3cbVAZxUoWlfob31mIQirot6/3GYl4oBF+8fqz4gS6C10VB2XKty1TNG6XA90bh4YfJt5cTSjgNuhz2PqW0BxvH66ilHu4ajtIwO/1nWiBu9v0T+9QQ7EBdzNBosb9NPYhHGLprPRkFqJmodIDl3m46f60wtmAQWNxQwAGCXm7YSH/9G275s9YxnlkQXG36s+B8T2Mbh/GVvfoTkIwtNldT2luREJQ7XDw/B0PbQ4wxy8tPU3GcaJ4MUunsUmsn8zMKLJLiI8eAen66fDmzYyDE01W+taVhqgy7SsJmhWe3zB/pUOzfbAcmcKvwTwpU12ycE1Xe349Kc/DQD44x//iG9+85solQzpdHZj7ZFQt23bNpx77rl49NFHkclksPWQgzA4b47xQSiks9L5GT6IVzp9sNbkjZRZm8H4+x20rFHnHCyNYSgeUACzGNqXJusvjiXYtsBDYaqrvhEYjAFVGQN8n4QOEvEBeWQyQ8fJ6zF5wXpQS11Jtd1D28QhvYVKXkunATq69zCIBiaQ8ZFt1VsH/AyD36qv35dipOmAbmR+CSTrgbUkvyPmcKAkOQ/VSvJiKA1nwF5uQXa1Om6InwFK3T4q7b4WKPj6TKa3AFWTaY7ibZS7PeNCZS3wIwC6vfWxu6wC5bk5Df2vtvIo7lv3T56jcruFzUe4gM3gtRje4m2Gigl6fHNib+JzeNM3ACP0WjkXpWnqa823GSo9VfPUumEdpe8AI1P13xGzgMp4Xj/LKp5aPl/nCqIIui2ad3n7Kq9g3waKPT6IB7hb9ORHGEukwYps9+qAHcxTraBmsAPM16pvA4PT9d+xbzEMTwFGJum/KGdI44TAuHOJVeZT4nERxpcWWGWmBzvKAMc3gh11YQQ7RqEHu0AmsNMFSpbbMIEdowwjU4ga7hgACgxOJ0q4I4zD89BUqoU74gOtK6gW7kpjfb4MSbWZAEPTKH+uaY6xbYWPSoce7nLb+P2ohbvg8nRGKL7VtxWXXHIJHMfBokWLcN5556G3t1ez4+6rPQ7q1qxZg3POOQdLlixBZ2cn1hz5DhRmTtJ6tNaTgDkRToLFLAwC5rpe5vGcSOxhI2AOU4qgwXojeaCUYQ40mJqMJzKW1jFV2hkyPdHgjYzpLXcAMDyFYfKC9XAsD7YiQGq13UNuTj/aJg7xPsbktjAUZlQ50KmmK8cyVN4xBLq3OgArMtyzNNta1lrHIkCn2i6AjvA1hfFwMSHQUaaO2+f4IE1ebfFI/BiGM8iuzoL4agunnwGHOY1EQGPf0YdMEUCns4AIoDPBhnhIerlkDK4I0BEOVrIE0BGfZwyIrw0TQKd7yw6B7nUcNWQrnQrsSJmibRn/TLXm0c0DhbfxtThW1kuAXQToLE0sxKBJZgGFWHJ5LwMMTwu+I8qU1rq6azEhXYIGsBPbVWAnvhvikgTYuVUL7Y/ngnaSYMcoUArinCnBzqVoXlp7Sr7eYDcwi6rhLrgGfYsZwU5YvUzbVWAnHvg6sGN+0KYJ7FAH7MCPYWiGb4Q7e0QPd8LqqbdqcbDTwR2jLIQ79QEghLu4mtfz8UzAXVy5Xj98PinhTqpSBXci166A1/gxEh9h+0q4YwgrMMIdAGeY4Jy/P4fLL78c7e3teOWVV/CFL3wBK1eu1O+0G2qPgrqXXnoJX/ziF7Fx40ZMmjQJLx5+IMrdHeF2WqKRXKZxyVa6OMzFlYA5xf1aGsNCmFOBRnEsCWFOvvjDoirrHKkFto1Y5wJVt+TRuoyPosNTuHVuygHr68KcRZgW6EKY0wCdNXsYluXrgS6AOWWGhQyD21XVAp2fZSiP80Kg4+cg2hcZ6FSKAJ1C5ZEA6AywVQ/oBMypgI5W+VSGDHRWLNdrAuhsBjf2sEw8HKW2GrXQaS29MtAFcptq1jol0Fk711rXyLRr2zLztGvhgGLkOpDBTmmhsw1BrsGnueNgF3lQWVGwYxZQHVeNlI1Y64SVTlMfoJi2lMBOWOkim+NgxxCZOk+AXez+UYFd/F6Qrxv+gJUKxMGOJGMqMksPdyJottZqR15HsAtkstgB4GB3eFULd9QFxjxhG6x22DGrHepY7QKwqQd3Easdi2XrUFjt5OtAZbWLXCcB3GmnZMN+GA9Ba7nTwV2YXk0Dd/EZgQ/cfj9+8YtfYPLkydi4cSO++MUv4oUXXjD2eXfSHgN1jz76KM4//3wMDAyg3NWBxw6eB7fFEJlRIxPMuU0MrNVFZm1GCXOVFh5AVrbO6WAutM6pxqk6U62AwToX3FjDUximHGC2ztWDuUasc7r0SAAiQKdSaJ2LGybzHsrdXsQ6p+pDcSzB1qMrWqALp1sNQFcaziCzavRAJ4Iky0AX2W7zKUzZOpdog/H6i5M8pYUuErpke6ZcA2udDuiEtU4FdOH+9PW10Amw0wGdsNbpgC5iFSNQXgdE2q683+TPFMcowM7L8GnXxPYA7ORp13j9MtipLcF1ZhIksFM9FIlL4G7OR6x0ke0B2MlWusj20U7Fxo+R8muoIasdI8qHtgA73yIYmB1vfCeBnWY6FuBgN+GujB7uLPN0LPEbs9o1AnY7YrUzTckmrHbxr8tgtQMQsdpt75Qs7wfCUFFxmJfhDgDal8cC7MfhLn4MDVjujrv6Rjy11/6YN28ehoeHccEFF+Dxxx/X9nd30h7h/Xrffffh+9//PjzPQ3HCOGw97GAwJ3pjiYC3pvUJjJofntlegub1fug6H9fADIry/AJ/dqhCpFAGt2rBH9J7ldEihaNLdg4+/erEpl8jfcxW0dXEYVIFc2XXxlApC58RJcwBQKGUQWUgq+0jyXjINlW1MMdDrfCdVUDnVi24BVtbPwDAIyAVqi3DLAaSd/XWOUYAn2hhjhVtZDdbUIW9EPIDMDNJTA+oZBcIWlZru4BqC8HQLPN0K1wCu6AvwCjgtunrsEYo2l/TexG6OcLj1umaYPxce+2GG8czhwYhLkHG4AnLPVVNcTIABA8KbRfyQGH/ov568Aj8sqU/TpfAHtA/jInH738V1Mn9ZHnzeXK22nU8Hs3fdaXDN8d09AhfM6mrwyJJy2NMzrD+euGpEw3XCwARCNokqvPaBL9fEuE6pLqJT5DfbK4fhE+Vm9poXa3/rrwswcYTDCEQqhRj/2GGN0aB/jmG42B1rFqkjoc8AYpTDX0MBqbsZn0mFaOCa8AUCYIws3VRfA+++X0BHUs1z5Kgi337mB02fJ1jXlBJ10s+evdLHi9xXZw6sgWPPfYYbNvGv//7v+OYY44xd/ZNrt3eUnfXXXfhu9/9LjzPw/D0ydhy5KGjBjoRokA3WHpZhmqnBy8H7VTr0GSKwt5l7VQroQyea8EfVgOdNUKRW29rk4a7eaDc4wLt+jvMcy1UKrbWOudQD3mb768CukIpg/6NrVqgIxkP2faSEejCsprpVs8j8D0C4qj3z7WVcdTc1zBp6jbzgwNqqwz/PAjKqnt6DjjoeN5Gtk8NdNVmBuw3BHe6wTsqsPpo18+5BPaIHhirLQRDM+usn6NM68Ga6IuyEwz+mCr69tMMmMFLTLbX8ID1AXvEMExYDLTZNOoDXrOP8hh1H7wcQ3lWCX57HQowyM8AI9M8vYOO6IrJGzUAx+0VLROMfZKi80mNaYBxi6PpJYHZPAyHSaYHMbMZWvfuw8jR6qcsIwRuDkbAJj5gGZaohLMIuq+L8VA2liFfLSPQXg9iu3b/wPrcP9/FwFzdgA5YJX1SetHG8CT9G7xVYWh/xpBo2Wbo3xfo31vXADC4l8mihrpxIsEAuwjtkiHCgPYXHLS/qEsDxMkxsUZbVE/5DENkClZWYLWrO3Vex1HBKvMwXiYVujVWvwB+u1720PWyJtcu4S+OxNVdMwx9+1J0vaiYzbFt/Kl1PI499li4rov/+I//wJ133mnu7JtcuzXU3XrrrfjhD38IxhhGpk1H76ELAFo7JFohsEcoLI2XXRjok8amcSR5WQa/ST8ADU2m2HC0j+HZVfXUD2WwHQ+2rb4gZZjTpbhy84DXIda1JQt4roXKSAZe2VJOyTrUQ2e2gBZH73laKGVQ6cshke1BHEfGQyZfDWBt+4y7nkfgVfUDaa6tjEMmr4JDfK0VsZ4IBZyMC8v2YWcU53zAQfurFl9zpAK6Fh/OdD6lrJw2DgbjcP2c4g6igXXNz/Ip4mQbAdCZnDsbgDni84eGPag4p5SBZAOwVU0pUsDNB9ZUTVMkiDVnlYDsesWobTFkmiuwMx7YeMW1RWrTiiZvXkIZqOOpwY4AzGFgWYbhacn70BeOCz7gDWhy/nrCaszULxMegd0XvAiqguJ7QH4zAXWBprXJc03LBF0vkPD7MIqqpyjDtXgZXwl2LJjeBPj1pa2e+mhpKmnBDgAPoKwAO+LzwM0iSLFO4fSYzumSCThMtsEI4Lbw+Ik6sKMur8MqGuCQMDDbN4IdfGjBjvjBVKgB7GiVoePJrBbuGOXhl3RgF6aPM3qv1k8TJuBOuXtwzWnBDggydRAt3MHnYKeFO9GVOmHd6jkq0Ioe7hgFCuOoHu6CAPM6sAvLaeCOUYD4DF0vsiTcUYprrVaceuqp8H0fl156KW688UZjO29m7bZQd8MNN+Dyyy8HAAzPmIVtb58fmoYEzNEqCW+KuHQPZCFhnRNAl1tvo31ZbRAamlKDOVjqByehDLbtaSHIGqERmOMZKGplhXXOM8TT8lwLXtnSHqdDvbow17+xlQOdRjLQbY88j6BSshsGuu0RoYCTdeFkpHMVP+/9mRrQKVRt8eFMGwmtkJlsFeiWzp3BMidE60yXjhbo+Nq85DkRp4movnfKolapFhe982v/+1YN6AA+vRLPmSqALvw/3obF4DTVRugE2JHoOjHmJB/iXo6hInunJlbnIxLv0M9Hwc7PAMNTaw40xCVasNNKAJ3ctNRNAXTi/rIqarAT34ddQtJaxwBSkvaJgV0IdOL4NWAnv3TGwY7ZDO3TBsL/42DHCIEne9HqwI7VfsfBjpFobL4E2LHYNaMBu/A4DGAX1s9idRCgMqb2YDeCHWAEO4CPuUOTLS3cEZ+BVs1WOxPYhfUYwnYIq38jVjtT/UarHcRUqR7sBNyZpLLaebFTYwI7wAB2RA93zApezHyz1U5IZ7Xj+asVcEcIrihQfPSjHwUA/PznP8dNN91kPpA3qXZLqLvuuuvwP//zPwCAkWl7Y3DuPICQhmFOWOdUisOckLyObmgKxfBedWCuQeucyZMvtM6p+ilZ53QwNyrrnEJiunW0QEekKehGrHNHzFk6aqAjHoFf4NYVYZ3T9rE/g/Yncmh/jTYMdLXjEP+YgY66BM4QTQCdbK3bbgtdrN34aYpY6wTQyYAkWet8C/BysQpZrLgiGwQtS9a6AOgS51s6V6qF/36m9hAXQCdbt6nt16x1MaALuxo/d7HzFQc7YaULt8vWOhXQqcSif8tgJ6x0spwRCewE0CnAW4AdA5JAK4GdbKWLVBF7cMWXRCTBLlaBBHbCSiernsVOlCGG9ygZ7EIrXaTTDOWxXl24i4JdtJGGwG7QMB1LYlY7AhRimQwaAjvTdKxoSupmLp5toUGw2+OtdgLuGrDameDONCWrhDsKXL6hgI9//OMAgJ/97Ge4+eab9QfxJtVu5yhx880346c//SkAYHjGHIzM2BdeE48PFsJcTCR4CzFa5nIMnsIiIpRfZ8MqAcOzXO2UFs25yOarWstcuZQBNma1MCcGb096sCUPRmpbUUempYJZ47YaYW7lQBe2rO0I6lC9STOQnN46J0ObTowRuC7VAh3zCXLNFRw8abUS5nwQvNbfjQ3LuvVtWAxWazVqnZPkedwj0GSd83IEI5OSQCdULmXAtmTNQFcFHFMO0TK34OzIlCup8hcWHff6NuB2ukmgCysnwLCN1qWa0ZjwBc2VDqZN7+VngdLUihroArkVC2RzVuvNSaoEzjBJAF2kHZeCFPSL0GmRoGkD5VY6ldezxWB1VBJAFynDCFjJgt1rcI5gkpUusREQuTR130m1Geg7qApS1Jxzn6/1jVjp4qpQ5Nc4xuwVXs5H+7QB7TrXkWIWmcda9ddwEJIkDA0REyM8LZmpD+JlOTOgW7/Fowe4rQZ480gSdOL9aGKojNV4n7oU7S9asCrqpRUAAApUWvWOIMQDWjZ4WqBgFuG30nRf2wZxCdqXGJwkwM9HvRRadsEAT4S/+OvyEAvPUrcp+RIYlgm2t6zW9DPoXmG8+Y2eeNCmgwP4+Bi35sWlTScX9L1piw/iqfspXvR659QhTQJ0vaRZl0cJevcLIJAx/MukFlxzzTUAgPPPPx+nn366ue43kXYrS91dd91VA7rp+2Bkxr78TbBEtEBHK9yCZzpSWjYv7LWGKarNzGidqwd01YoNf1vGbJ1rCoBOs74PLqm99avqKFNUi44R6MZmRzC5tV9aFBZTxke2c/TWuUgVtod8tmK00DW3lbRABwAvbJ2ALc+O1+7PCAMcXwt0AFAtZJDfoAc6ZhGUupgW6AAOsNqUZ+DXXm6L+TZyW5gR6EiVwB7U12EPWQGY6tuwRwhaljpaOGAlC80rDYNeYAVoXmO4D0pAfnnGeF0Qag7P4Tf5sPYbNDo11Lvu/CxDYaIa6ACA+ATeYAPTsIZ2mAVUOz09HLCaxUAnuwi0vGpKxcW45cr0gkTMD0yAw5DJccm2fWPKMTD9dBUQvEdWdywtGPEB2zDGAvWXNhAG2MMGULd99O/vom+e+YXTlLOXWcDQJAvVFo2Fx2MgHoz3PLMZBvYxdgHEI8ZMEo1a7TzN9yqsdqrA1WEZxq3K5TGGKVkA7jxTnJjGrHb1SEMHfcKLuNBN4cZnGAKJ+3DCP+p4YzCg3K6z/nGLHfEAEIL/WjeMM888EwDw05/+FLfddpu57jeRdhuou//++3HppZcCAEam7IXCtDmg1cCcrYEcWuGLvLUpm8oEmX4CP8NQGauZKh2myPQFp0lxtpyWCnom96K9vWAEumrJhs4JodLpw91vBP6kkhbm6JAFWjR8XWUKZ9CCzu46NjuCwzuXYe+mjfo6sh6yLfpAwY7jorttGGNbR9CcU99AGdtDR5N+8QdjBL5LMTKQxzMbJyvLLN46EUNPjdV6IzJhraxSlIbUo0FpKIvcav0DlVncExAkOW0lVCk7cA1wYJUI8pqk7wB3sy93eai2+lqAIFUCZ0AP+vaQhY5XAGeEaZOD0zJB0yam9+4u2mhZaoeLw5X98AG7wLQALLwinSHAel4dZ8HzKPw+wzl3GNp6hpCxPTS1aFJ4uRR0mwNiSFROqsQMACyYnh9Rz/8wRoxWvFBZj+fQVdVBgUo7MKyJm8YoUGkjoBWgebXeUuf0UX18uCpFy2sOhwiNFQ0AaJWgb3mXclvFteE9184tsSZrSXA8ym7a4GsZNU4estwm/XZaBfLrLeQ3bH8ideqZc7oieAnrm2+2KpYVsfr4/twizcOJaCCCcetsbqvO0sa/d6tEYJXM15kpHIjv8JAmVV24VVazompFGKrNhjrAr1Ut2AGwLAZ33rAR7sqdzAjLAOrSRmESQ2Gi/nsBgRbsAKDaYmHCPypmuCNmsAuDH/sEP14/Eq6xu/zyy/F///d/5gN4k2i3gLpHHnkE3/ve98AYQ2HiDBSmzQtd+/1MMno5rZDQa08lAXN2AdqHqTVMkV9rI9OnTtwuYK67kwfwVQFdtWKjOJTjQKdQpdNHdW4BdFKBWy50QGeAOVKy4Gxx4Ayq19YBHOj2btoICwyWqlDWQ7ariGyzflrNcVx05PUhPjK2h+7WkbpAJx6mquDJi7dOxCN/mY+hp8Yaws+oLaVCpaEs2EutHOh0UCiADny6qPpqW2R7peygsKWZA53u+giADsGaongYCN9hNZirA3SEAVaFwOmPPuwE0NWcIhTrqgTQ+YAzxND8YnSEZ4Ua0OkkgE7EF8v2s8R2q4Sa16PKgdSj8Huz2vMlgM7k1ey7FFavU7OCxcGOAUTyZNdal4LrQwV2EaCzfbhdihzBFuCNCRwVckmw44GSEYZz0IEdEFiwVGDn8zFKWMF0YBd+964Z7KyyGuyYHOhXBXaSRYhZerALraL1wI6YwU5cPwmw8+tbvMOueEDzCkcJd8TldTCH6S12pAZ25U5DQwawA/hx5LZQPdwFagTsbH3oUd4PE5QFYKeFu+DGrQd2pbFEC3eWxTjc7aeLiowwhqER7oIwKco+gB9LYaIZ7tw8UcIdD23CQFyGCf+ooOcxDdwFYKeCu/ZlvjTOEfxkbQGnnXYaGGP43ve+t1sEKH7TQ92LL76Ib33rWzyw8PgpGJn5Nu38TD2YA/hDsGGY08yMOC2VGswp6pBhTmc5q3T6oJMKoJYmdEYD1jlSsnjKIY2lUrbOKWEO4EAXwNyOAF1HUzR7RluujPb22khVzzoirHPErT2ErBKBPVA7/kaALrc6w/cPHoa+A1Taa+3KQMc/iEJKaJ2TzimjDJC8kmWgE5KvkwjQSe1EyktAFykTKA50AJ9uka11MtCJPsgwzAo2WpYlgU621slAp+ynBHRhP0ai1rrtATqb+hFrnQx0Yduxc0PioYlU04bx66OO8QBOFOxCoJMbV4Gd1Gwc7ISVTj4OFdjJTSTALrDSRcqPEuxCK12kEjXYhX2PgV1opZO1HWCXcO5RgF09Pyl5epf49a12LBMDOwoMT6n1kU/tjR7s5P8FpI4K7BhBS3yZAxs92PmSrUCsptkhq50AM5PVzvbNVrugjoasdnpDZwh3WhngDuBwR6tMb7ULXrbjcBdNrwcQEFzRizCO3Te+8Q28+OKL5mPbxXpTQ92aNWvwta99DeVyGeWu8RiefaAR6OrBXKafGN3CxVSrCeaEdU532YupVh3MlbsC69zEYuJQbMcDzbt1rXNADOjkOjZl8OSyafWtc0AE6FQS062NAJ2yj4SF060NAZ3BOsc0axmFwulWxYOBL+ImcJuIcm2RsNZFgE4jFdABNWudEuhiUgIdatY6FdCF+wYXVhzohIS1Tgd0kbriQBdIWOtUQMf7EEzDvtBSF+jCOhU3lAA7FdAB4NBmyDwQlhFgp/JE92vWOu2LRQB2SqALKwqaC6x0cQmwiwNduLv88hBY6eIKwU5Mu6q+/1GAXcRKFzsWL5hiVK3bSljsVGsXd9BiB0hgNworXaIbEtgJK50slmHofZsfwl1i+QFpHOxCmFOc/kbBLoQ71alpEOwasdrp64ha7VTLMRqZjpWtdqrsHwLsdmRKtq7VDqg7JduI1c40JcuLEFxfbcUhhxyCUqmEiy66CCtXrtT3aRfrTev92tfXhy9+8YtYt24dqi0d6N//KMDSe6qZFC5o1lkS7OCth6nHc4Dn55wwa4v2Wd1fyKMwmNPCHAAQi4c60S0Sb2suoeJaGF6umwPhU0pEJCLQtTW9gC/u/6AW5p4emoq/r57O69tO61yx6qDsWhjTrB+FBoo59G3T57khBGAlC9lNthbovDwPMWMSqRBkey3tdGs97yyAP9xKE139OaUM8Ahal+lDYHg5oNhjzhJBqjz0ie46o2UoYU2Wb/Fr1uQJW23We/gB/Jw4I0mgC/vh8aj6xbH6wc7LBblQDdd8vWnXUsVBdXWzGQoJzGvoCH94m8QoA3J1IgMzoh8AAKBsIb/OrhPaRp9/lBH+vZU7mLEZMKL1agQ4dJXHMGO6MEaCdF/1DrnOkFru1DukAOCAanBeAIN5O6AN/C5v97PMWI9vAcXJdQ7WJfoUjEy8rBBjX8Dq9JWaHUpEHfnN5nPiZevAGTOPaYQhEVcwWYfZyCHW4HoHDen76RFU+3LIbNOvkyR+/WsAUOckDutgUGaECBVsat6gz8jiOwRDUw3rMYM6iuM0ffVcLOxbhpdeegk9PT244oor0NHRoa9vF+lNaakrlUr42te+hnXr1sHLNWFgv8MSQOeMAE0bGTL6641LDBia66E0lqHY42utc26eodzlA82u9l7eNtSMkc3NYBX16bQyPprbS8g1VbRA195SxKzOrcZD8TtcYGJJHXAW3Fuvff42zJu0Xgt07dYIPjL2HzhlrxeUQDe5qx9fnPsQTpjyqrYfJdfGUMHso15ybQyPGEalKgXpd2APWnoLXTBOWJo0VaRCkNlicY9iDcC4zQyVuUUeikYjZgdWBQPQEZHTU/diYHGYcobUfaVlgqZ1FnJb9EDHKEO1lWFkon4ArLbwZOcmoKu0E+PD2s8AI1N8DE1Tb6cekBn2jVBYbQYK84tAmyGtlU9AKvocwxXXQmlbHr4uzycABA90kwcy8RCZpo+LkWD63OQc4RFYfYaTVqXIbTQDHbMZCrPLGJirCbkRTI/rMtzwvnLLR3lMfTCoB+3xtcbx7e3LfLQtMz8os9vqzBgwPkbq5NuAc1gv2CEaSmXcQmnKLwoEgGLyvvUBalq7xoBsbxDDVFmBtDbNMLRV2swWSuIBbcuB1hX6OgCYLYOBjC+iFBjet4LhfdQnTgTX18ajAwDCeF5WXWa74Ksv9evHcctiiAeEVtVTaWWoKGItCmX6GVpX6rvKCFAYT1EYp/P04j9DU/WOWrTK4DkEnqO/BkCAbC9DtlfRV8vGQ+3TMWnSJGzcuBFf//rXUS7XsRbsAr3poI4xhh/84Ad4+eWX0dbWhoH9DgfLRC8qZ4RPMxnfduu8/ZXGMozML8GfVNLGB3PzDF5T8EasaGzbUDPWrRyL0ra8fo1exkcuX9F6xra3FPG2Sesws2MbqKYSv8NFz9zNmDSxFz1jBuBPTVrQqp0euqf0wdbkfW23RjA3txaTnD5kiAdHQVKTu/px+oSn0UTLyjoAbqEbHMkp05GJ7ZsGWjEwkuepurKKm71KQQt6xw4ggCRhfVHNhlViU5iKK9ltZmBTity7VdFdZgOVdoZqMwN1Dem28vqsIKKv4Vu1aqaqzKeXxDogVUBXRhkfXA3XbbWFYGBfD26bh4FZye2eQ1DuIOGaFFUSbT8DlMYGSeFNdz/jg2B+a/I6qDYDpf2KIBYDtX11PmKfwCoTWCWKgTVJy3PFtVDYwi10zGLwVQASAJ3R2cQH7AJP4aUCOx76RlxHRA12HoG9zQGpEj4NrJMBopjNUJ7CX9pIzlOCHaPB1BmDEi6E4wXALU8qsBOL0RsRI1DmmiUe0LbSD62xSrBjfKqXukB2izkUDl/flKzDt4DWub1wbA/NuYoe7IJ6jGBH9GDHc8nylzJaJHq4Y9Cee/F5uDZNB3aGfoRFgvtcCXYMoB4BKFDuqgN3daxxsBhg+1qwAxBmkTDBnXzdxTUy3QV8DnYmuBNgp4W74B7WgR1h/Jy1rYAW7uSME9pjoRzstHAX9MMEd8JRQgV2zMniBz/4AVpaWvDCCy/gsssuw5ttsvNNB3V/+MMf8Ne//hWWZWHp/vvDa2oNtwnrXENAp5EMc9RmICoYCKxzXhPTvplvG2quwZwK6oV1rg7QzezYBpv4RqCbNLEXFmGgwY9cn7DOdU/pg6UBsXZrBJOcPuP6OgF0AvZm5TbjkLGrwu3FqoPNAy0YKmSNQDdY4MAnyiSOPQZ0vsMiDx5m8SlXU6yzBNAhOT0XAl1QyG6rRKx1zAaqzTFgiDcZAzrS4mJ4ZnTQEkAn2ufOOrWLKgQ6E8AKoBN9b2IYnhw9IAF0LHgzdts8DOxV2+45RO+5GCgCdOCWnKHpsUMOrHRCVjkKdiHQ1ZmSs6S1cFZBDXby+U6AnQx0wf9xa50AurDvMbCLAF3twyjYBUAn+qIEuypFTpX7VhyuUwM6XglLTFmGQCdda1qrkag3BnaMBqE4pDqU1jrpMx3YUa/W1QTYBUAnrlkd2BH5PGrAzrZqnUmAXWC5lP+Pgx23nonzagA7Gu1/BOxYrP8NnPtGwK7SGrPaMSC3tfa/FuykekAbALtSDO4IUJwurRFrAOyMKcIQHK/KaicugiCAfz2wq2e1E2CnhTsBxCv1VTBqttqJ2HaNwp22q0xttXvPlbfg29/+NizLwl/+8hf8/ve/13d2F+hNBXX/+Mc/cOWVVwIANh8yF5UxYwEkYU77gGzAOtcwzFH1Op7RWudkqKGUwQoGOQF0JpgbN2cLJk3s1U5fydY5GejWDbfjkX5uypGBTiUx3XrahGcj1jsLfmitK1adEOZkoCuXHfSONIVlBNCpO0tBBxy1hS7YJWKdk0RdEk7BqoBOltvMUN2nGAE6IIBL0Y4MdJF2Yum2YhY6Qlj48GAWXzAvA10o8TDUAJ1srYsDXViFdH1GgC7sTK2MDugilp8Y0IntXlMN7EKgi/VXgEO1GSjNTQIdtf3aNGwM6IRksAutdHFJABcBurChGtjFgS4sorHYKRUDurAbMtgJoKvjmRk/JyTjh9a6BNAJxeBCdR1EwE41vsXBTuMoJMBOWOkifVWAXeKaVYGd4j4WYCesdHE1ZLGrxOCORP+WwS600qnqiYFdsh1ihLs42EVAhCT7AijOWyPTsTGwU8Jk3GoXf6myfeN0rOibDHbKxPcGqx2AUVntTNtRx9opwK4Rq10jcGfqS6NWOxnuTn/ur/jyl78MAPjNb36Dhx9+WN/GG6w3jaPEmjVr8PnPfx7Dw8MY2nsqeg/bH1a/jZY1xGiZq7YQVFphhLlylw+/O5gaUXn7+IA/4sAaoVrLHBtTQbapaoQ5kvfQ1ManRnXWubZ8CZNaBrjVTVHRi1t6MNjbbIS5Ddva4Q5mjNa5fTs342PdjwKAEugqzEKv14JtXgtyRD0QvFbqwV/X7W20zhHCQAXoaMqUiw5Ir96rlFZ5Rg+TdU5+q9cCXRMDJpa0540xAnfYQWaTrb1ewnRbmilXxgjYiI38evP6KhHGQhuYWFgkTQMoAdxmPnUcAbqwM4BVpMgavO5E+3Ggk2UXeVojFdAJlboo+t5ZAlH1I5BfsWBt1g+gXs5HftJwOO2qFAOPQWkypLhEm44K4MBd6fSSVjpZwUpye5vZU8AuESPQ+Q5DZbJmrWyQiqztFRtVvb9QmELLpHAdre6wBeSb1tkxntO3Y5m6kHigD04zrfvkP5Uu/bUigKlzvn6N8EgpA/r3OqZlwtewKY9Zsj6Vus3E7SiiBIxGwulAOz4FfXGGCPJbDPeHBYxMMVzYwXdczwPWywHFmYZ5WZeiZYkh1EvQBdPaQRE/cWSGYU6cArmOEn8mKhviv0xOFOLctazRF/EtYGi62eub+EC2T3OtQH4xNZ9/q1rfAancRVAIzssFw1ncfPPNaGlpwW9+8xtMnDhRv/MbpDeFpa5YLOLiiy/G8PAwSuM60XvoPMAHvGYPlTb9g9HLBmlQzJZ0gEBrnXMyLro6R0BbqtqHtN/hws54RqCjZQpWsox5UctlG0OlrHa6dUOhDYVCFk3tRS2YNDkVzOrZYgS6imthqJo1TrcO+Xlscdu0QPd8YTLuW7MPihVHC2vVko1yXy5hwZPleeT/M/fnsZYt+V0v+I2INezpjDneHO48Vt2ycdlFGQNmMvR7LfovUCPxD4OgJQR6rSfUUksIIXcjGnVDY6GmRbdAMrYs8+BJbmSMgQceoR5DuVzlmu485ZwnT55pT2uIiP4jhh0rVkSsk3lv2fykrFtn79gRsaaIz/qNKoAksajysYhW9AB0mpB9jmY7DveSqkU3ldxWNURyYwQAumLRayiX2XAEZAMUxwmNMrSZIeUwTweATs/3PCV61pfiQAcYMyyJXqN6RnH8moQ4S2wUgkDGapzaRgRtm/alJIKAJeroSiqBnQbV1URNKmB4ZYv513l9pIINQBWYR03RRAK5wHog6EEygD8T36QJVKqSQXNtNjxOKkKUSEBSgtVLAxn5r3CIIkWPgByYS5HxeFUHR0J+oXYMDThZJJDKSCqQA9CXKVEJSxL1QhktJamfw/nn0k7zlAOjg9RE1L+hoJH1JQ6ySLyMMBn027XDaJBKRUYbwJ+9n/YxrW9No4Fs5nhSL2DmOlZ78TZGa5esPUyBk9eAk1fj36t0Q/GpGK2d69bSayJVvtCtt9R5+X+OV/j85z+P+XyOv/7X//p/E4ET/01A3d//+38fH330ES5cuICDP/iDUAUkSdScykug2iFox0M0l5a8aDEbV0kneLHbYv/SKXa2Vsh3+heMVhT5CUtmDa+qDPOjCZplEYWfu4sd3Hm0q5gj0tUkr7FfLrFfLnFx0s/sXbcMp8sR1nX8QTzkM3xt9Tw+qC+BR+jmm8sb+LU7L6EV8dujWWcgjwvQBcP6cV8VzzlBvc6S9V9lLiG2WsgJV/5PARG5BN/iQT8l2w9VGja2omgfhc0CUhKI1CZO1BthSsQix/iWSr8Sq3NJG1Vkm7ayV2XCzkVrVQgPmxAlVaB7HhGFiGoqZKZSUpji3jGRBGi2BA7f7J+Aekbx+AsSksFWcen9XhCIea4WxWl4LqKQKK8twJhAvhte+AhXNXCJAFggiliaKGTHlN5rw4B6X+9WqestARCJdiedBkNSZaLuCVWwQAQBOQyTh2wp8od5Eg5FDjQvrUBzkQQ7wGh/A8dEdK6wlDaJAu1+AzniuPf7w23akuDgD9egBcfy5TjYSV39RpTha00rVRj98J0L4XE4xdk7exsfwZAQKBgeMgcSo7FLbGUJTagBOpV2IzGMBqFUjXCaCzz6gzUOfn/CBCokRg8jcCfV2mG0ZPFOVNsU2BGpXDwG4Y7H4S5bAqRNg51JFRYFO0Af14B2nSqwi8Hd8pp2YxgAO0njYKcmrMAuCnf6JfrkZcThTp+3rbdygFH8+I//OHZ2dvDuu+/iJ37iJxKD//bI7zjU/bt/9+/wC7/wCyCE4NtffAUiHyugi4jSzg2YZwYkL1rs7SySQCd2W+y8fIT9S6dgVGvfvLa0ogrmtNo8P2aYP+z6ClXrHM2yW6HAl7uLHdw93IGIAN8kr3FtdoL9cqOX9zVSdcs6MPf2o8v4/97/A502h3yGD+pLaCSDkBSNZDgTXQgaArpmlaO9N+maU715c046MEcKATHzAgxyCTlycrqVAu12d5OwQJcQA3TqD/TOsZQEvKUW6MiY97WCHtDRikA+7tomLNCZKco+2BmgMwmC/VtL6nE6WjO/jQE6svmeDMHoqA92BujO+5zIgEbQBTpA+eCIo+55sUBn/mayB3aikCiuL0CpACEqV6MPdhbojBYherz63Oaip62zQOf+OHTu3PuERsCOdpuH56Kbtn2wM0Bn7xfSBzsDdEbTFwI7gm41gijYOT+Igp3+mZz0wa4tCQ7+SA2aqwo3IbCTDFhfdc5VAuwA9Rw9/s7FINwZkAiCnQE6uvm7B3ZSR5GaJhGwsy8iVPkVBuFOmrZpsDPj9MCOAM1NVTOb5gK05EGwM4nPVe1YGQQ7tzrMYKqXENhJgq1vFbYPA3e+mDUzqbUz56UFZu/laa3dOcDOwJ3/uXmxNVAWAjuzZhqwG9TavZqAO60sSmntJJMW7mJiwO4P/z9+Bn/jb/wNEELwC7/wC/jFX/zF+I9+G+R3FOpu376Nv/N3/g4A4OjNV1BdvhRtG9PO0TauNQmJq51LAd3+pVNkTIBFtEMdoDMiYQGnWudKO7fqOmLPjyb49sFVAArmvnrr5iDQ7ZfLaEAF0Ac6ABCCoHZIxQCdcIjC/f/fXN7A//u9H+0BHaUCea6e+GaVgxxpp/GYSdwDOgA9IO4BnfncaRMCOlkI1DuqjaQ6Wstb01xtXUg714PzkIbOa9IDuoD4QAcAhG+0dUY754urresBnTufAbDrQEgM6AYAr51Kq63zgc7Oo9mAnQ90tpkDdi7Q2Wl418AFOiuets5q6eyPJEixAbsg0Blxz13o5coHO/86+do62jfphcCud784YOcDne3HATsf6Gw3LtgZLZ03TgfstJbOlR7YaSCxf3pgZ4Cul/7JAzsfOAlXcGfAruUUp2/vd+fig513P9txUho7nENjp/s1YBcyuxIBFGfdz33gCYEddV6ICEEY7HwWjICdO05Ha0eAxQ2/5p8COxfu/P0wBna9sVKxDXxYa2fAzoW76Yc+dPa1dr2X3wjYud9/r7R2Z893+xzS2hlN55/9n34df/7P/3kAwE/8xE/gzp07iYG/t/I7BnVN0+DHf/zHsVwusb60j5M3X4m2TWrnEhowI8URBT/Nn1g7F5KOuTUybrXONzDnt5GAkGSjnRO0B3TVOsfRcmyBLiTb+RqTvHkic6sIUQU22rmGs6SGjhwFSjkBoEuK9eNREOiMkEJA7jXK3BoAOgBAKdBcaNHs8biGjsquds4Xfc5T5larrUuYXI22Lgl0EsjWwOhRH+jsWDIOdG4/UaA7pxgz7KCGbsgMuy3w4MsBoHPmChkHuk1fMgh0RrJMmWGDQAfYslrsjHbNrl4jA3ZDVQnASXqtML+NXCdrhjVAFxjLgJ01u0bG4SO1W8d88c5tim3CJZrMOKKQG6ALKSw12Bmza68LH+yivoMO2EWaGLCLlS6TFKguSlQXZbyygAE7T0vXaeKAXcxdoGOODQ0lu1q70HZhwI5VBM3N/rUyYGfMsaHyhGqOGuwkolVEOmAXDMjBZ2qOpa3KOBFs44AdmwcWCD0Xm60gpgEMae3cJgPmWNPmSbR2yyth1wVXaxfyXz6v1u7vfP0Q3//934/VaoW/+Tf/Jtr2CbRNn6H8jkHdT//0T+Ptt9/G9vY2Hv3eLwI0oDpvVC3FlO9cvRsJaXdEZgBykdTOXdo/w5Wrx0nt3LX9U7Cry+jm0M4EyKTtaedcKWY1iqxNaucIFZiNqijQAcCD1RbuHu1EvzfCQay5NSS31vv4xuPrSf+59aqIAh0AiBnH5OIy6T9nJbX5mv5TEQZbLdrnEkV+oaLdyMeRiCwoTRHhBNk5yhulNHS0NUmwZRDoACiN09BbstBv16npMJkuc2XOq0z3QyuCyf1EIAJRDvepAAxSE9C7qRpGSvvGViQIdACsGRbbTfRyW7Bb0Pg9QSRIydFeSzj3G0ktE+coZcQLifrlVfr8tgTZo3DdVjuNDKiupBd8mkk02wPl8UQ6qSzO8aIgC4H5TdLR0nXGIADNOdaXB0pwIbwhdqZTESx/ay/+e/0vuSuRRPCEaSKA6a2BrY0mgNjpJwY3gL4lBaI+la459viH4/cnERKjQ+D09fg9MehnBzWX8fvxk2P9AhPLp3kJXVyP38DGHDt+kDa3sjkN1kl22xSn8XKGRtt2/NqwRu48Wrvl84kTqMEute4ZsIvW3iUEf+2v/TVMp1N8+9vfxs/8zM/EO/seyu8I1L3zzjs2Yd/7X3gZfNrfgElD0r4jMEDHo2s1L9XFVm/G4TaMCoyyFoWX682VaVHj2uwU+6OFTd/hSzsToPs1aCZAsnA/xazGjQvH2B2vsTULe9FTKpBFfm/kwWoLtw93IRK+h69cfIS/8MyvR7+/V+/g1w9fxndPr4JHgK6uM8yPJ+A1hYg47osZx/4zJ5iUDcbT8MIlpdaSJIIdIKF8KRPrLBlxbO0uk2k1aAtkiZqX8rTA5BtjzD5gUU6gXKUnYEsSb2OALmGKloQAJiAitpBq7QNtCLJIiTGZSZBpGw2gAZQGefQw/TjTimByjwzmXFODRqYrlEmQxCpwQD275QFDtiSo3w07rkhJwDlFXrZoboSp12jfaEtAHyU2K5a4r6AAs3zIkCfSlxCtQcpPwydZZBLZ9SWKsoW8ntgV9f0Q2xwkA5pdpSXmy8h8JAFfZACTWF9OlLej6v5Lgh0Ash6KSgbyd+MvQQDUfZxYbwhXlhQ+icAhVOoc2hCVJiYxTnKqBGh3ONZXW6wTYExbYHqLYHIn7bYwFJncyw8X6oYD8mE8PwihErTgOP5yZH2kBMdvtgCT0RJzAFCcSOx/nWL/txIpjISCjnaSmHDA7NxrwgKmXnccDgWRiTUnW1CotEyJgYwXQeoliCX8IU0bqlJI0dS7HQWWzzVYPheBO7IZLz4XxRIxsPuj//eftfnrfvInfxJvvfVWYkLfG/lth7qmafC3//bfBucc1YVraHZvdr4nDQFb0iTQ1bvA2Ysc1QUePQJe6pqRiHMCowJ5BOSMTIsae+USGeXRdBkG6KwTd6CdATpTFYJ6h0epQFG0yDKlUTxbjfDJWfet9sFqC1+7cwO3D3dVCgmhNkZXXrn4CP+37/s5/MXrv4oRaXCBzfFc0c0Xda/ewTunl9EGTL9G6jpDvSxgFVCBYzJAZwJJYnnd3AsQBJPzAp1O9TKdVBA3uhsrbZU6P1sQm7+K3epqk+RpgdkHDLRVixKr+iYAymFhzh6Of62shi4+XwN09vSG2hpzklnYQpYVC3QaXALaOlpRjB4oEyZtlbtBv40COqI1hylt3WZwb7pCRzbqc0NaIDvx/Cc10BnYzRd9sDNAZ38TALKOOdXcHwEhTIIQ1QeZ9DdEwgmKR0ylSqlJGOw4wegu0+0jYEdgX+jyYgDs9JT9zWEDdNIeUw/sDNCZUxIBO9cUGgQ74mjORATsOMH4E2VKo1UY7KRAJ5VNEOzcy0dUmpegmI8F0mAXEUmwiYTXz0MP7CQwOjRzVc9DCOyI+RlVSelDcGeNGxGwkwRotI/vENgBypR99Lsj1GGuFZM4eSNeO5hypbFLgZ2ZWxDs5Oa/+bwPd5IAlQ66kkzViA7BnT03GuxCcOeun0mwM82GXjbJcD5HYBjsDNylRLI03BmwC8Hd//jL38Yf+kN/CJxz/K2/9bfQNEMq1s9Wftuh7md+5mfw3nvvQWQF5i99P9wd02rnnOvWzGTHkdFo58BgZ89nwqpfjXbOAJ2R7DDHwUPVkdHOpYDOaOf2ymUS5vjNdQfofCm3Kjz/7IEFupAY7ZwLRlIC3AEuq53jFNJZWN0UKa9cfIS/eP1XsU3XmBJ1ZzNIUOdpMUDnwtwkr7E92qxaPaADgEJAOG/hLtAZGeVtR1vnAx2ArrZOQvk6JYCOjDi2rswt0AEq8tcFAdrCwpw5xcZ0Z+eigc4vS+ReEhfoYhICOuK9OfSADgFtnQd0QF9b1wE6aLOxZ4Z1gc4Iq7tg5wKdbbN6MrBzgS523B2gc37fuQ6y/yKSFbyjrQv5x1GOnrbOAB2AINhZoOucGw/sOMH4TtfE7oOdyCSya11XiCDY9X3Y+xuDO5ko2Hm/8cAu5NvWATsX6Jy5dcCOE4w/7pqJfbAzQEe8Fz8f7HpBPFR2wI4gEDEaArvz7Eb+wxkBu06TANh1uiFq7KTWToOdgTsDdB245oB8UHbhzpsvK7tgJynB8Re8+Wd9sMvPuv30wE4C4/vdmy0Kds5vQlo793JLOqy1MyXEUlo7A3ZDcEfEANxpsBuCO19r1+76qQr6WrtQaij/+S2OnWPU61QP7CjB/7ycYG9vDx999BF+9md/NjnXz1p+W6Huo48+wj/5J/8EADB/6fshC6VJSWrndH6DpHZOM0FSOyegShgltHOMSOSMJ7Vzr145AJ5fWu0cobL34BImQXKBcqvC9f0TZFT0+tkerbGztewAnS9GW2eATg6YW//i9V+1MOeLMbf6QGeEEmnNrT2gswcmIWZcBZN4QAfAQqmUSosYBTXj+2XapIBuZ2Xr3roynVSq5JsDdL5kCwJ2exQGOi1GWzcIdCStoTOAEwI626bVYBcAOjufWoGdD3S2DwfsQkBn2+lbPAR0Vs6XCi8IdO532SkLA52WbKW0dSGgM5KPlBk2GvAgFfQasHOBzs7FATvCCYrD8LmxYBcAOtuXBjtjdg25XXTALuYXhM1bf7MbihDABuyMli4kA6ZYIKKxc8UFOxnePA3YxYBuM5b6PFRqSnWkwM4CXei5csHuHGbXVPDU+krb0dL1mjhgR2Kn0QG7oAuyfsYt2EXgekhrx0qO4x+uNnAXcifJlCnWwF3oPqYNsP8Nxxwb0vSTz94cGw36csAuGIWsn20LdikG1PdmMAen6edJtHah29TT2sWOy9XaBdfRgNZO5gX+yl/5KwCAn/qpn8KtW4mSGZ+x/LZBnZQSf+/v/T1ldt2/ivridTWBBj3tnC/1ruhp53wRRV871xMqk9o5IQlGWZvUzn10tIfmrEhq50TNwDKB6/sn0X6qNkPdZlGgA5QG72xdJoFuOq7w3z3/3STQjUiDGauS5lZK1CYpJcJABwC5BJs1yWCS2ajC7m7Cu9iVxMVyza2x+ZbjBs2OSDraF8ckCnRmDrR5Og1duGEY6OxwCaBz+wgBnRFCJFDHgc7Md3yfxoHOzDVVmg1KC5M6N0YjStrEOFJt3usH6df0fNSCP5swa0o1H9nQqH8hIYBsKCa3WNIHjK0JZh+l09RIqiLiY360ajyZvN7u3KMnUX9MGU8+E8gl1s8NOHhJ9ZIcFQGQBbNm15DQCijeHUeBzkjq/KqOpIoUTh3Tk5hikw/oBuyiTTTYDT3D5dFAAwmwAYsa4YA4jvuB0lyo4JTUoTNp4S7aT6sgNR+odywJQJu0JjKfKy1/tIkGu6QmTYNdshKLBrs6EdwAqHUleVwa7EK1pl1JmmOBc5ljgWFzrK+1+z/+0jfxpS99CXVd4+/+3b+L366KrL9tUPfLv/zL+M3f/E0URYHFi98HPiKodyVEkVgcJAERyrk2lqdLMgmpk9u2ESfddoeDPL/A9l48mlRIYs2dMZB45/AS5p9sJxdoUTNI/TYc62fV5Dhbqze52MbNmMAob9XLYeT8zKZrvLh3iJK2UaBbyALHPPWaBqzbHKfrtD+ImqxMrkE545gVdRT4AACSQA6UZxoCOkDn5lsWyUXRABRPRMvxkfKpCVYN0CJy1WZ1NT5YOyJYXO8W5vaFcKA4lVFtgpq0TpVwN309yJhjeTO+2AsGVHsyGhnOR8DiWa6fnwg8coJsBRvlF5wuA9qJgMwk6r1wI8mAZiZAKoLmUdghnxAJxgTKUQN+Mwx2kgLtNlearUhJMr5mmL5TgLSIVvSAjmokbTyiUOTA+mYDSKBahG8g3lKI+yOAxKOFCdQ4hAP5UUQLR4FyuwJjEvl2ZAeiAJu0YCVHdTPicE9UZCiRAF1HlnYK5FdWqF6PnRx1nus9AaTKSFGJ/OIK2cU4hBNOsPMuxehxvB8AII0KTIqORQBxuQIZiP6mWw2Ov5gucVbvJLSLWiiXGB0ObMACGB0MbJ8CvWTdPZHA9rcHEvDlAgdfHoiEluqZHhLapsEOEpjcTUTHpzRWRgQUcKXKs2kIOg/YhXyEO/1IDIPdnIGGUrBoyU4ysDVJVoYqj6iNpI2JKFTpUlW+lOCv/tW/irIs8bWvfQ3/9t/+2+QcPyv5bYG65XKJf/AP/gEA4OjqS2h2puDjdBADpPdGFVItM7lRXUfMNu0uR7G/BmMSdZNhXvUXaBfolk2Ok7q/8RigI5yArhh4IEeXBToJtKcFPj7o7/AG6CTURhbSAjAmUGbqIS4zjnLU33kM0FEi8dHyAn51/nqvzUIWOGxVJfGXRw/wxb2+CtgAnZQEo6JBGYlgNcJrhuPTPiTmjGOSq3luj9bY3Qto61ygIwiaHc4LdKtFqe6JWYvltf6Cpyok6P/P9EPmH8sIqHYlQNUm3k77Y4pc+XVKKtFMJZbP9G+ydkSwvqT64SOJerc/FuEAq5XWgq0lRqFa53LzL1ul04YQIkFmLRbP9sFOMB3iT5VLwvpS97j4CFg8x63fVQjsCCed1AchsDNAZ547UfTBTjJVgswshCGwM8+BMd+HwE5S9XLWCTLwwM4CHTfHEAA7k6bCLBuiD3YiB9Y3Guv7KTnpgR1vKfi9sVMxog92Bujs320A7ChQ7qyt5pFlog92GujMghgCOwN0btBND+wokF9cgVKJvGyx/lwf7FS+OH29JAmCnaQSxf4alEqwTATBjnCC7fcoCJcgXEbBjpi4Bx4GOwt0VPnRBsGOAHTSglCo9CE/EFjDCLDeV+dABfkENgsJ7Lyn/m8K7Oy9zONgJ0y6lAjYSUEw+6p6DmgDbH8nAnZmfyjCYCcJMH92c9FjYOfmwIuBnUkVQ3gc7Ka3nQCnCNitL2725BjYiXzTJgZ25mU8BXb28wTYcaMtloiDncliIMMJv20bLVGws1FkEu0Y+LH/1/+EP/Nn/gwA4B/+w3+I1Sr+MvVZSaIq8GcnP/3TP42DgwO0owlOPv8ywBJmUh/mQk1cmItIu8uR765REHTAyQ0scGHOFddE+c7hJcxvbyuzhQESj0Zd7ZwbXSSdVCGrJseiKiAkiUfjOjDXcY53Tshsusbzu49tFC0AtJKicrLxKu3ctHNsFF2/Plc7556TVNoM1bbbPmcco6zt9E2J7Grrzqmdm+2slM9y5AawMAdszjORnVcTF+ZiYmEO6P3WiIE85eNlFiDZeZjbEVELmPb7tP24vrQG5tw5+28zobcbOfA2DG36c8YSDGi2ZPcFh3Tn4wPdprNA/36TkCXN+13vcSKBBTDkJuMMFnzZca8DoM+ZPziC2f97Ejiunnjnx7ecSJkwN6fE/w0J+AaGNN0Bv91+m/5P6JpCjLQvlHNeCYFKJ/N9C/CWYvQdJ0DCvV6SAFyP5ZbSc+bIMgFyeQUpSKf2MuGy8/9Hh2QDV4HDsgEqRN/HuoF7PgiVwFiZqaUT+OEGzNARx8mXKsiWYPc3HRh3n0upzNSSADLbPJ/UmTPlEuNH6hSsL0R8C7kyN0oS8f8COmBH9zbmc/dlgtbA9rdU/eTTz0fUx4XAwQ+reV76z5tj7zzLRIKP1Fy7L2Xd+8WAncg2x+UHdk3vqONaXhOdz10xz0DnnnH/vwN2WaxurgN2RSSlkAt27oujH5RlwM7NQdhZJhyw80tXdvrRYJcyI1u4j60DRKIdE/xf3r+PH3jmGdy7dw//9J/+U/y5P/fnon1+FvI919Q9ePAA//yf/3MAwMmbX4Bk7KmAjjZEPYQJoJMjAT4RaHc4ij2lnfM3h0pr62JAB2y0dVY7FzD/Gm2dq53zD8xo64x2jgeAzmxgBuhCqUGMts5o50KBF0ZbZ7RzoWN7oTzA9+/d6WjnpNfu3Nq6s7HVzoUgzGrrUkCntXWpgAgjHe2c30Rr61JAZ7R1rnbOv/tlpkDO1c75N2Q7BpbPkA3QUfQ2U1EobZ2rnfPnzCqJ8hDh4zFt1udI8jtR2jpXO9ebT660dVGgg9K+GG2dr6XrdqbbGy2d30++0dYZs2tvzs1GWxfTVudFa7V11uzaGwxWW8fXDNP3AmZS4WjrjJYu0I/ZYK2WrtfPRltnza69A3Pq5AJBh3wiHG0dkyi3+z5ylDpmWKOl89tkwmrrrJYuIESqIBdQoLjQvaiEaM2g1toZLV1PJLFaO6OlC83ZaO2Mlq5/7F2tXcjP1QQa5GcKuMSlUKULR2untXT+cdFcgI601s4DSf/8kJZ0tHT+nF2tXVBDI7paOxFKaqwjRMVR2dHSuUJbT2sXgvtcWK1dR0vXO6iN1i5WqUKNqeEudP+IrtbO1dL1hjSBDRcDc9YvmQburJYu0MbAXchlxkTGGrgLau+Mts3AXUhT6GntspBbhKe1KxMm4GS1ICIBRvGX/tJfAgD87M/+LA4OErXhPgP5nkPdT/7kT6Kua1T7F7C+cjU8iUr5EaU0dCbZ4ZCGDjuNNQ2EREoCLmgU6Ix8/HDfmlvDHQGkohugi7Rp68yaW2OS0Q3QhYQQiQvTpTW3hqSVFKftyJpbQ5KTFq2gFuhich5tHSGw5taQUBMJO6Cho+cwty7XBZaHk/h59rR1SZFIt5XasTYVGQANa4l+mpnE4tmQamszjsyAaj/lqa/ebkkqsSlRUbKrm21Q26YaKYdi40MXHY5JyEyCrQcPv2N29UUUEtVF0TG79vrRZlhjdg0dVzlqIJ9bbcyuvQkDEATiuMD03SIa1Ug4kC26ZtdeG7Mp3WjiL42cYH1Sds2uvY7UfRGNsIT6LjvOUG5X0WeNZQLFbtUxu/balBz1s3XH7BocT6gX4tiaSAhAmUpknNygACALQ7gRKQkmt2lHSxeS6jJPW2SkinaNlVJTbQgmH+bJoBmSC1UKMOWWpZ9FmpgzkcAyUWUBQNIca0UA8qhIVoegdcIca6QQePTl9PMMIiHKvpauN16bDvYxYJeqDauHS6+tQ352us15/eySmnINdslt3oDdUD9rMhigJClQnMa//z/8+m/gC1/4AtbrNf7RP/pHyb4+rXxPoe6TTz7BL/7iLwIATt/4fJAWWK0z1A8A3WCJFNOWxhed9eEY+NYWTu9vRX8/X5c4eLyNZl5EgY4IFbHLlhR0Fdu1AFAJuWaYz8Palq1RhRf3HuO53SPsjsO2di4IqibDyWqEh8v4vJdtgd84fBa/etz3rTPyzeVN/McHL0a/B4A847i6e4rd/UQEa8XAP5nivY+vRJvcO9nGydv7IPNEFn+mNJR1E2+zXBeoH4+iyWcBQC4yjO+kba6EA1k8TgaAWkyL4zSEZguK2cfpRUdkSrOU2iCbLYLTV9vw27gRAggm1QtPBOxs+piSh7VZUNoVMdKwkYpYJErb3SRAk5eAfHEJeiEVJqf/k7gktCEY32bgb8XvaQN2xV6qgoMClmpvYCPgiAM21HEtX2yUJiTaSJUAY4nE6JIC7aUadSr9iDb51Q/jAUx1lWHyqzNMAxqdzWAEsqbR676ZkwRpgepeeLy2YSi+OQHliJd+IhKyFIAE1qcDQTwC1gQYnVMmsQr4wvoiYlU3tNAGKL89UA0DaW0VoK7b0RuJ60rUc716JnF/EKDekZ2C9iHJ5hSrK+n7VVJgEtI8O5Ifs3O4mkgsbiTGIQQnr8iOiTUkohjOM9dsKZNvqr4sW6vAR5qI0J59AowfSowfJiBbDNd9tWmQUtHgEmiv1GivpNczmgmsXxiOPC8P428Yf/kv/2UAwL/+1/8aH3zwQbqvTyHfU6j7x//4H0MIgdXVq6gu9vXfrIbNf0UrErwZXKDLFiQZwQIAomKoq/5CsD4cY3wnA22A8Z0M9z++0GszX5dYLkpIAZCSQ0z6iw4RynzkOrX3G2Hzdh1pszWqcGm8QEa5yocXaMQFQcuVuZpLEkxHsmwL3F9s43g9Riu6vnVGvrm8if/PRz+KX7//EppYnrCMY3+6xFZZIaPxNCuoGLITlSIke5QHwe7eyTbW72+DtCqaKAR2hElkpdr4OCdY1/03UwN0RCjztwxkxZeLDJNb2cY/NWTS0UBHpFp0iqP+eTRAR4S6L8vH/fOULSi2PpKgur/J3YA/pgY6EKDd4jh9pT+fZovg9DUFdLIQqC6EczGJTFoNTOgFQ/qm7VBlBgN0A9pXG7hCAFkI1IE58RIgzy2UmS1vVVqf3oAaHM1UAuPShqA8IrYcW/vd7fCUiAK7POcodsMp/emaAlJpB/2AENvPgO+bBTpTni8E2pwge5zZfIQ04GgvKSD2GmUaLATqUBkrojZaSQBSE1QP+qBVVxl2/uMIrJLIzySm/zUAY27lCSrRxnK4OUJrEgU7qn9O2wTYAWo8ToJg1zYM5TcmZnpBsJOM4OQNNVgM7CQFVtf0uZMkCHaSU0ze0n5qdRjsBCeY/dbIBvnEwG5jFgyDnaQEj79Pt4mBHVHR5iB6nYmAXTZXGibJEAU7PoJOQZIAO2etS1U/kFC+tvObiMKd+f3yuojCnbHASxIHO5O3T+3n4TbuthKDLcI3/2Jg12wr9xhJ42DXzuTG1BoZyz6vVEbBjl9Vn6fArjzWcxdxsPvj//oX8Qf+wB+AlBI/9VM/FWzzWcj3DOreeecd/PIv/zIIITj5/Bud71itime7CU3NpmyEcE39jobOLKhJ8aoYrB8p7dz4TtaJivNVrgbobFSc5/wOOECXEhfotIhVhoWjrXOBzsg0r7Az2mgkXKAzcrYucX+x2QCXbYHj9bgDe5+c7XW0dd9c3sSv338J6yazQOf77eUZx1ZZdYIv9iarrrauYsgOClUWyvxUQFWE0HLvZBsffv26AjpzaLK/qbpAp9oEYNUBulg7F+hs3x7YuUBnvs+WXbBzgc7MmVVdsHOBzvSTz2UH7FygU42AZqcLds32BujscYx4F+w8oDNzJA82G2kP6AAgF2h3upUHQkDX09YZoHPET6xqgU63M8DV/ZEHdG7/5jg00JlzTWQY7Nz+g2DnAJ2RENg9MdDZiTr9uEDnHKsLdi7QmQMjuQd2DtDZj0JgJ53cWhIJsOvONwR2/nX0wc5o6TptfLAzWjp3XG2KdvspvzHprNc+2Bmgc02GPthZoPOCNVywM0Dnmrh9sBOcYPaNkZ1PDOzacff5CIGd0dLZNgmws/83Anad6ioMWF6VPbiTnecFmL5b9OAuf9R/CfbBzvWTk1TBnQt2khCcviw6bSRDD+y4x8shsGu897IQ2PWqiiAOW7afCNi593UM7KT3R0hr5wfhhLR2hG3OhwG7Hty5e5AGOx/uJAX+7J/9swBUirePPvqoN+fPQr5nUGdKY8yvX0Ozs7niVjsnoq4iSXPrk2jr1o/GGN9V2jlfgzO+p7R1xtzqAp2dx0hp64y5NQR0tNGbiza3Rn1/9MchoAOUD5rR1oWAznRjAM4AXe/YJbHaOgN0Ie2cATsX6Pz57E+XCuy0ds6GfTuSHWV47+MrSjv3wZYOKvHOUa20dYRJZOO2C3RajLZuuS5wfG+7D3RAR1sXArreMXpAZz93QLMHdEaca+YDnduPAbse0NlGG7BrtuMmVwt2AaAzwtbKDBsEOiOFArshDZ09twGgUwctrbbOBzo7n4xvtHUxoHPEBzo7F+9NOgSMHbALAJ0RUUjrrD0EdKKIAJ2dsAwDnREX7Aj6/l8G7NwSX4Hr4YJdXWXY+YrnruGDnQyUFtPzdcEuVPEA2IBd2zAU35r07mvAATsf6Jw5QSiNXQjo3OPlI6KA7vVIkI4GuyDQOR25YBfyWeyAnezvIUGwC1wPkQNHr6svJCV4/IX+nEWm4Gf1jHpm691+GyLV2mHgLpsHDox2tXahlCQmn+LkvULdCwd51L/NgJ0owo9iD+wCW6kPdqF71ge7YHUND+xSQZDm+Z990v/egJ2BuyDAabAz37Wz+D5sxhJ7/RvWau0uq++Mlq4z30wMmmNNUIcPdj/28/8//P7f//u/p9o6Ir8HaY7v3r2LP/2n/zSEELj/h/8gmt0dgKhNKZvH/edUeDnSzp9QTuhiwNxAzxjKo7RzZ3VBQF6pkhuRWOTIjtMQyWcCctoCdTpJ4nh/hVcvHfSAzsia5zhajzFPBFYQAGXeomDxAzMat3WbRc2tAFBk8ehVI3eOdtC8v5XWkFJov534WxefhvNZudI2DDgbcBAGQFcEZaQElBFV2iq+kJhIWUkTmz9RC0px0gc6V6odorK+D5k4JZI+dKSlyB/TwX5Eofy2otJS0AWDDEWZudOhEsgGHn8ikc/qHtDZPiTQ1BnwqP9S1OmmJRgdxtOASKLSWOSfO42b/qHqErf3EkEzAGQuIacttr4Z9/3iI4D/rrNoYmErLUX+KO3XJZm6HlGnfkkgWwJ2kqUd0gWw/T6JZ8AnQDMlOH2zGXDuJmAhgOiMRVAcE9B05THwHFg9m3BoJgAEwdY7A+eIAvOXBwYTGFYzSGD6cZYMRJGZgqCYYkASNc7yavylB9Aw1So/uZRky6EHH3YtSTbxag6HRGZOupeEiAFfOyJUlG7AW6czn/KIpu9ZCayeq1Heja/bZq1N+aIamd4aWLMYcPJqug0RJP18AEprfnUg+IFT0Dx90URLsfOb6bVPUqC6INFo0Pw3/9v/Hf7CX/gLoJTip37qp/Dss88OTPbJ5Huiqftn/+yfKV+6y5cs0KlklvFNtplJrK/wYAJYI0SQdDkiAKSiyI4y0JqEQ6e1SKZKQ8nH8UVdnhYoH7LkwsenAmSnHowYhVQmsxjQ1SJDw5lpGpRpWePm7nHHTOvLss7x4HgL9462cbaKb2o5Exhl6UX2eDXGelmkHbETPl9GRCkhpxy8jd9ubc2AkzyZxR76TZuI+IsBWwGzWwLTOwLlSfz68xGwfEYG37DtcBRoZvEcVYAKvW+nQHGYWEUFQFc0abonpcDW9VPwFwfKZOnUCPEJEZClnksCsklNML6dobifWtXVptcGfFSNMCZwYW+O8ka8eKTMJcj1FRYvx0FUZEB9kWN5Gk/hIiUBYwLkcvwcyVyiuLxUJZgSIgkwLhtMdxIVEZjE7uUz0JfixyYyADdWyEfxZ0kKAnacJYN9aEswvk/Bi8RzlAHz5wVI6uURACQgElGGRBCUj4eBDlDlsMa3Ei9aBJheXmD5Q0NRSMD4VvpeKy6ske+m7//ygCUrxIACy+sc82fj199o2Lc/ALY+TAyXqX1iCNqMr1lKsjkJmh83nQDjhyQdzEUUYA4BG61JPCecluKUoHxEMb6fSNXBkKy6AuiX4lyguh5vZFyrUvuxkeW1FEGqdFLJ8wig3W3R7g3XSWb3S7D7icwCTKB4d4zi3XggDs2EqiCRKNpkeMXUZf7f/Kufx4/8yI9ACGHTvX2W8plD3fHxMX7hF34BAHD26isboAPAJzIIbc1Mot0WAAP4RIRV0A5952cU7LR/Z5NKq7pTWSKYMieJzJjhAo6xpwWyj0aqIHhiIeZTAbJbg1CAZCp/UErWxyO8ddAPLKhFhqrNIEAwyRtMy/7mNy1rXJoskBGBcdZgmvfbLOsc86XKgyRFPwcdoGBuq6wxTqQjARTQPT6aKpAYc5VWwheCzZuu+/8dEaWE2FZpGURLg2DX1gw4zdWmJyNvWY45lI/EJnmwI2wFTA4EKNeO34E1pB0DixvKRCdZN3lvZzimHZap8ilZXu4fHC+A9UUVNp8tCIqDwGorYE2FpCUgVcAUXgrs7C2QMY7trSX4C4GNzXkhYjWQHQR2Nk5AFrqeaUprVqsFnQiARnMIbrQYsqWolv2NnVKBrXEFRgW2J2uUN/vwI3OJ7MIalAnksxrzV/v3Lc+hUrIwCdkSLE76i6jKqajMsEXRglzpnyMDdKbc2NkXwm/ifASQLyobXM54EOwIk9jZWYJSgcmoDoKdyAByfQXKBAiVyIqATxunYI8z+yISevmhLcHogFgH+mbWbyNy4OQ1lXIGQml1UyKpjIOd435wHmE1wrViKTC9oM/RpIqCnTHxKUAMgB2RKHYrna9ThsFOAx0RBKDpTVRmKgDp9BWO05fiCYENsMTAzmgDiYiDnVt9IAZ22ZxYc1wQSCQwuU9U9Q0pw2BHgGp/44+ZBDu9VmarONypZ1/9i4Hd6OHm8yDYEWD9rHqeSRYHO9fEOwR2yvQb33MlU/W32SoBd1oT2+6l4c5ekwjYle+PVO7AFlGwK98a270vdk9WOiZTmePVnP/Un/pTAIB/82/+DU5PE7lQnkI+c6j7+Z//eVRVhXp3B+urFzubZuiNxgKdAwd+m5461dngbRsDdM7nouhmhJZMv1k7URnZGYE82myQ8rRAcUhBObFAR9vuWy2fCvBrlQU6wPgBpc8NBMA9c6gLdEZ8c+i0rHFhvLQ+dxQSZdZ2wM4AnXvy2pZ2okpzJjDOm455S3hRtcerMT64dxGPj6abmrOBoJEYxHUO1wBdpKIH4AGd/eHA9SYK/l2wM0DnblaslihON23asUqOKTJpTfyilKj2u+fbAp2BGr1IuMJLpcHrOL37LwAG6Nype2BngI5SNXFCZB/sAhputvbAzgU607dET1vnAh2gTNQ9bV3oenvXzQCdG8zgg50BOmOWJAQ9sHOBzozjg50BOju9BNgxtjmP462qB3Z8BOAHT1BkGwDr+e85QGe+n4xqkBc3gUMu0NnfeWDnAp1t44GdBTqHB4NgR7CpfADEwc4ZKwR2RCi/xieVnsbOATojIbCTDJ17KQZ2nQoVEbDrPF8hsKPA4qZz/g3ceWCXLZ1zIsNgR7z0gCGwY2vS24eCPpNePyEY6VTfiICd37dgfbijronTgTtXSi9tUwjsRg/7eeBCYEccf9QU2HXmfU6w68AdARbXvedI9s8ld61KOsG8D3Y9H+sI2Ll7Pm2B4r1Awmj3PS4Cdq6/oQG7//0v/BJeeuklrNdr/Mt/+S/7P/oU8plCnRACP//zPw8AOHvlxSDlGG1dM5NYXeVdoDP9jJW2zphbQ5obV1sXAjqg+2cH6BxxtXUG6ELaOQN2RjtHmbRAZ/t6Am1dLTKc1aMe0AHoaOsM0GXeE+amQAkBnTqgjbbOAF1IDNgZ7ZzkZAN05thGWltnACe0LzigFwI6AJCcWG1dEOhsQ+e/oTXAAbsQ0AH6oa8U2Bmg8/01JVFZx6t9VQ2gnXaBzggvN9o6XgLrfdLT8rE1Ntq6ANB1BkUf6Oy8XbBLuCxYsAsAnRqnC3Y+0BnJlmQDdiGgg7puRlvnA11n3hrsfKDbtNmAXQ/onPNjwM4HOncsF+yMls5v44JdCOgAlfzbaOt8oHP7mo4rkBcXQaCz7TTYhYDOttFgFwI6ewocsBN5xI/IB7uQ1cEBO2N2faryZtAau1t5EOiM9MAucC91wE5r6XptXLDTWrqeUJ07bQILdDLgI+qCXbaU/fXEAzsf6Oyh+GAXU4Q6TYxmxu/HwojW0vXaaLDLlrBaupgYsKN1HzLNGC7Yha6/D3axe8SCnaOl68w7E6huNBbuYqlWRC4H3aOs1k4DXcjXvgd2oX0pAHa9fjywK9/vmwtpozR2Bu7KtwLaOw12Bu6Mls6fMwHBn/yTfxIA8HM/93PgfDgl0XnlM4W6r371q7h//z5EnmN583qwjXKIFtbcGoUDYDDT8+iAYvxxHgQ6dzyRhYHOSHZGkH08bG5tJ7KjnetN+5zausXhBO88uAQB0gM6I/N1iarKg0BnpMxaSCAMdGbOLUXD2TnMraOuds4Xs9kPHJ/MJNodHgQ6I6KlaBZ5HOgA2GLiqZc6oqPCAkDnTpuXYaBzhxKZTqwb0BTb6YyB+XUSBDoj2ZKgfJDFgQ7QiXBJEOhsGyJBqUhn3YdefNtEdnUNdnRJg0Dnzru4nyWvr2wp6ioLAp077+moDgLdpg1AS64i1GJBUTqpctPE7UwG7PLrC2t2DbUZb1VYf2kRBDojOePY3lsGgc7tqywb8P0mCHRGhKAo7uTJtcREYKec5yUDqj2yMbsGBwNIQ9PJuamEKOUg0IlAOgtfWA2MbuXRcwQosFv90DKZGJc1UD6d2uwabMMksu16Y3YNidZgzt+o4ucICuzOXhTx9cQBu6EArGxJ4kXfnXlli/j5NmAns66WrtNGbsyxQz57kiG9Vmqw87V0rhiwc82uwXaNqtBCIlHjhAkQJpHPhzXC59LaPRMGOjueBjue8v3WYJeakwE7clRE/U1NKbfi3XE8eM4xx8Yi0AHgf/zqd7C9vY0HDx7gN37jN+Jzf0L5TKHuX/yLfwEAWNy8AcnCT3S2IBjfZ+HwbtPmjKI4Cr/B2jZrIJ+bDTLchrY64oYg+qS2E4n6Sov6cpuMKmpmAmKnTZbXmk7XePOFO9i9ehafOABwApGISn1wNsP8wQxSIgp0BWtxoVzgpZ1HuH7hJNpXlgnkjGPdxp2U122GdZ2DxVI7ABjPKnz+9VsoX47b/yVTm4dN7xIQmgtMttcY765BduOO87QmKB8x5KeJ+2RBMXlA0Izj16SeESyupzdP2hD1Bp5Yg0x6FFbH32IBXVv2SgsxTjhqc4LiEcPJxzvRNmfzMdh3p6puZ0REDjS7w294kgB8xsN1PU2bTGksySIV8EEgTnM8uL8bbXK6HOH06xcgP4k7PbU1A7s9GnxBAKCKxLfxOUlJUK9yNIlgDkIk8qJNvnBVTYblW7s4fX83Pm/OcHY0SUYwqzmpeyrl0C0yCfHsCmdvxp8BydTLSDJq0phlU+eSAHLKsXh+ODJCFPEEtIDyMW22JOa3t6NtAHVd5q+ls/QXp0D+m/GyhkIQ8KMS9Y5EvZuGTZoLkGnCf4oTXPqvQDFPERuwuhLRdjmSzQnys/TNS2v1fPJU8Q2tNExVfACAaq9vQvVFsEgaDyMEqC5wLFMVMSQwfiQxPtjUuo12J4DJd9N1qVX6mPS8s3m46IAr7VjV404Jf2mFfLtCPkvcczrTQUh7asQEog1VqBkdAvmAK1y1J9PXnzH82I/9GADgX/2rf5Xu7AnkM4O6k5MTfOUrXwEALJ5/vve9gjmK/IwkI/iyM4r8hPSSEXfarLVaWgLFmYrk8YW2uqivhM5O3W/TTiT4DlfaAhZeGJuZwPpGDb6nNU+ROU2na7y0/wgj1uCFvcM42GkobE4LfPJor/f1g7MZzu6rFCLN8QhvPbjca1OwFtOsBoVETgSywFtzlnPMpmuMCq0Gj8Dous1wthrZ34ScvcezCq9deohJVuPViw+DYOcCHeEEqPobMc0FRuNaO0SLqMaT1sTeJ2xNgmCXLSimt5VzsciBeto/vnpGMH9WbY4m12BvrIZs3qgj9xzh6p6zpuDIPcBHQHVV1w7NZBDsCCeqtqoA8hOKow/798Dp2QTZd6Yqv6JAEOxEDjR73DqXiFH4gZIUKs8YQTwoJAPqHVWnlbQkDHaCAA0BkQRYU9y/F5j3coT2O9sq+m5JID7qp543QEe4MnNljyMwRiUyHVEaAzshKKpFASkIREuxXqbTk0gJG2HuStVkaN/bAm2VFub43X71m5YznB5NtL8nQbMK7zK8Zcg/UM8T4WH/KZFJ0KtrMCaQT+og2EkGrC9ImNJuQbg3QOf8HRUigZJj/mIYfAQDVteVe0UM7CRVc5JMgtQkCnbLpa70MOLBwBhI5ToAqTQ+7DfipeJUmhM1ZgjsJJWon1M1dAmVQbAjnODy/0rAagkiZBjsqDLxCXM+Yy4PS2K1rIOaKP1shjZ2SYBWKxH83HGbNkT57erMETGwU36LqrpCEuwYgExicYNjEatjK8x+iSjYMX1JaR0BO0kwfru0/cXAzqQ3CyUq7ohx6ckRhTvGhL0HYmA30j6hKbAThTpmyWQS7IhQWtQk2Gk3JV7G4f4fHjwGAPz6r//6ZxYw8ZlB3a/+6q+Cc456ext8utNRX2YLvUk7m2Z+RpCdORn7zyjGd5gFOqBvnmAVUB5tgA5AcJN1gc6ID3YW6Jy3bjFrUe9sbvZmJhTMMWnbSUEgnH6m0zU+d+MeXtp/ZOEqowJZyDzjgpXs+625QGeOrXo8xtsPN2DnAp2RZyYnuH7x2P6d5RyjoulUjmg47WnrDNAZnyUSIOnRtMZrlx52js0Hu46GTosPdi7QGSlHNcj+5mmmNUH52AF/fQ56CY8doFODobeh1VsboAM25i4X7DpAZw+mewo6QGc+E+ip542GrvNEeXOyQGemLftgd3o2Qf7dSScPlw92HaCzB9MHOwt05u9SYH3Za+MAnR3PBzsX6IAg2FmgM2lbpAIk8fEG7Fygs9NuAmBHVZJq18Tr+9VZoHM+fxqwM0Dnnu9sSXD8Xh/sOkEIvA92vGXI3h918jX6YCeZAjpqAzrQAzvJVF4r917qgZ0PdM7nvb9dP98A2AkGlfyXbZ4nH+xcoLNde2AnJVFAZ+4TkgA7R0JgJwRBfdgFBh/sDNBRfR5CYEfaDdDZzyJgJ/zzGTq93jqQz0kP7ph/uB7YGaBzuw9Ve6j2vRexGNi5z0kI7LSWbjNBKLhzwU4C5XH3dyGwYzU65yUGdp2gigjYdc6lBjsf7ngRuE4e2LUvd+umh8BudCvvrNkxsOts0RrsfLhzk1cbsPPhrpOdQe9PPtiJAmh2dvHKK6+gaRr80i/9Um8+TyOfGdT9+3//7wEAq2s3OxfdBTpXTHZvwNHOib6mhPLNxpovEEzXYLR15k3bBzpfQkCnJgW7KFqgC2X/5wrstmYrq53ztWU3t4822rqIo5arresBnR0MNrAgBHQAkBOBm7MjXL943AE6X+qWKVNrm+HgbNYBOiNZJqy2bjyr8PrlB71jy6gy6QJhoDNiwC4EdICKeBtPFdhZ7RzvmzdZtdHW9YBOi8g22rp6i2B+Ez2fHjcGIAh0RjTYhYBuc2wbsLNA5/t9sI22zge6zpw0BISAzrbTYBcEOiMa7CRVwUahSgBivAG7ENBtzoF5Pe4C3WbeG7DrAZ3tQz3/4uNpEOjstF2wCwCdmY/R1oWAzh7fE4BdCOiMZIsN2Fktnd+PA3YhoDNiwE4yCfLMuueP54KdAbrQNYlq7HoNnf8WgUW15Ji/3GD+YrsBOh9oHLALAZ1t5mvs/PvEBzujpfPEBTsDdMF6xxrsfKBzx/PBzgU6284FO9qNrOwOuPm/LJDWxKTFMGDXAzrbUFqfXR/ojPTALvhcdsEuWBFCg107kxugC3kwGLAzQBdYC3tgF1p2XLBztXSdg1NgZ+AuC2g5fa0dL8L7CtAFu6AvrQd2IR85A3YG7kQAICWTHa1dcaLune68A1q70LXzwM70Ykywv/IrvxL40ZPLZ1JR4tGjR/gTf+JPQEqJ+3/kj4GPJwBRmjW2SleQAEHU7GWENqqvFKjxUqWsGPLTabalioSJZn+H2sgc7VxIpjtrvHrxYdD0aeTW2a7SZiQrTeg3coG4szNRCT6/dO2THtC5clDNcPtkJ5mRf1o0YFTg4Wncl4VzirJo8cLeYxQsbK5pBcX7jy/i7PZ28pzLEcdkdxV1hgaA+fEY4w/SWblBlLmuOEPUsRgS4CVRm2KswDXZaOyGogAJ1/ddRKo9CfLaHNXjcdzhHwCpKPKjeAUMm3F9TZKJPpttifzVUywfJZJ0CVVCK+XTBwCkUYAQM8kCak4yFz2g685dqqjKh4mABv0CxxMJcQFdjuz6Knn/SknAaxYEOjsek5jMqmSbpmHg9yfBzaUzp5EEv9AkAxEgCMp7WbKiimQK/Iu9ROJkCTSrPJyD0G1HJfjsHCGsIaBzhRMU93PUFwKkrYUIguyEdlJDBeeUS9ALVfDlFVDHJlYZdr6Zp9fxcTctSbgzoDhiPQ1Nb7yG4sq/z8GqxP3ECI5ep30tnS8k7YslifJpSz2/piEv02NR8xKQUrkQBVOdmtGBsWa3CE5fS59P0hDsfTP9HEgGNFtpZYko1HlIngMC8C+fgn51wCeThMuB9cZ8dg0WCX4ClGWNfXc6mGhb5OhY6UJCOMH2B+l+JCWY35RpdZnmHXN0bLnA1V/6X0Apxc/93M9hb6/v2vIk8plo6r7yla9ASol6dw98PNHRMSpCKLWmtDOJ1TM8GaAgGNBspZNNikJvCKlFfEtidbNJAx0AsmLIDzOQecLxmkqs1zlun+1G29yd7+DgcfrGRS7AZq2qPZnKNj9tsDtZ4bDq+ygZGbMGb27fxasXDqJtpkWDy5OzZFkwISiEIFitc9w524m2e+/xRVTf2EOWCGSQ2gdxvYpvUouTMUYflulIZwCQ6s21jSf3higI2gmSmyttlEYw+kZ9Tqn2JCbfd4Td2QrTy4t4Q05AVxQy4egrCoA/u8b6WnzlabYltt48jEZvqo4I2FKVxktH3xKwBU1DSCaBvRpkMrAhSJLsR3Wm4Djpg6Q1OPJO/AJnOcdr1x7g2WuH8flQifF0wPPatOVpR3aZAfxCEy//ZYRJVJcTGwsDqkvpdQfQGrtRmy5fJIDykGJ0N12WCxLpl0lBkD9UN2U+UAZRAUT82qkalwzsw8TDKQGyZFhcTwAWBVaXhTL/JyrUAPqF66MBR/0Vw+H3Je5xSvDodxE0Q4Csu2gn54CM1GWRBKNHwORe+thoPQB0UM8K5epeSAnhwNZ76etLK4KzF1KdAGfPA+tLAzBaq9Qr68vpdmXegv9gOphw+UKD5lKakCUD5INUJALss5u8LoB6UUjsZYC6z4eCWpbXzqEjI1C+i/q245MpXn/9dQgh8Gu/9mvDvx+QzwzqAGB15arSqmktiKThF7dmS2J5naPZFWrziMxCME3/VKrcLwGmEQXQmmdb9k13Zrx2v1V1LmNpFpYM+cMc+SkNmgBtOypBmAQkweOTKT487ieiuTvfwf3DHUgBFfYdKlmUC7CRMqOxkgOj/qZAZw2uPPcYVy+dgBLZSRLsypg1uFDMUdIWL08P8Mr+o14bF+j2yiUubfVBRAgKzok1F/MIaL716DKar++BVVp9fdK/gLauqCQQa4blov/wLU7GKD8oQU1eqKHngURMEgBETtBMVRvCw8EFpFVleKx/3cDbm6k+4osBOmPmjqZ34ATsjKm3Mqru1V6TESBvKKf5bLvG8rn+pAzQjfMWk7LGLASRGug6vqYBIZyAndGNqSOwWctMAruNysWYCSARVWjax6ITidhoO0kbATtj7pZAtgLE7f4bXJZzvHxJuTrsjxZ47nof7AiVGM9UigzlTxqeb9MwtA8mOql0xJE9A9qrNWimqkXE0jeA6okXIgjlG6ADIAjqs0RZQv28ZTkPg502YRGpU4vEwM69BwIBS+Y7s8YRHgY7ItS9AsTvFWV6VFV8aEWCoCUFII8KVW+0kFjcSGnOnPmFwE4C5WPVKDqeBMRZDiIJ+FTgwe8OrU8Ej36AgBfK1D2kiVQHGwY7Vdxe2jZBgNBAZ9adGNhlq7Q2zE7FWI5jYKe1dICCrRjYsblaM0SGJNjJTK1h68txaFtdVaZKkUXaEKD93QrmRkUTBbvFi43aM5kcBDvaErR3JmjvRLQ+72ygIQZ29nMRBzvaqOsSC2qxfZnTnAgGNXkQifMM/uiP/igA4D/8h/8Q7/yc8qmhrqoqm2OlvnBVpRBxTfCsC3bNlrQwZ3K4tFsCtaNqFTqjvyhg715JZQ8QO0BnB+wCmQW6lHZuySzMmblnSwJyulGvECpV2DxzNosA+LhAB0BtLrkHdg7QGfHBjs4aXL10goJxMN1uXpc4qLpmUwN0xiybE47CoxVfQ0eJxMXxvAN2HaDTsliVHWj97sEVfONXXkXz9T1bdJx45xtwgM5+oMFuvtk9FydjlB+WXefVc4CdyPrZ9l2gs/144gKd/cwLxAmJD3Yu0BmZFA2mF7wU8A7Q2b48sOMjQF5fdyoX+GDnAh30IW6P112wkx7QAUFtnQt09jNvs3aBTs0Jw2BHAFn0wc4CnXs9/GsTcL3IVoBwNHYG6Mx9TYnsgZ0LdPazANgZoDPXPQR2MgOaKzWIVy2iB3bUO5ERsOussi0Ngp0fNNUDOwfojATBLnB+e2AnCPKDrurYBzsDdKl7xQU6Iz5oWaBzAC0EdpICi5v+QuKBnQG61HgG6JzzKSYCD7/kZ4rvOuFHwc5nLw/sLNCRbpsOQDhAZ+cdA7tzAJ3vEtIDO0m037HTJgZ2znhBsCPA6YtOc7qBO7fN6qrsmLB7YKeBzl03o2Dn7pUa7Hy4c1/uVWEA0ge7d6Y9P18f7HqgFwM79zxpsPPhLgh73i3dq1Si98//61vvAgC+/vWvo6rOZ2mIyaeGOjOJdjSGLHaSN6UFOr/KAJVodxTYudo5f7XnY6WtE4U2yQ5o358E6EKLYT5XYGe0c6HkwqfzsQUfH+jsGK6HfgDojBiwM0DHvDZCEpxWIxxUM4xZg2dGJx2gM/Ls+Aiv7SszbMzk6oJdCOgAtdGcLkb48PgCvntwBe03dpEtiQU6O+/VRlvXAzrb2aa6hQW6UNmZIbAjquZqMyMQOUG12wU628zR1oWAzp4HJ+AhJgbsQkAHqOs7G1UbsAsAne1L/9cHOrcvA3Y+0DmnYAN2kkSTb5N2A3YhoLPt9GbtA91mTk8OdkGgg7ou1jcpAHRGsiWBuDPuAZ0RF+xCQLeZ+wbsfKAz4oKdAToa0Mx1wC60pnhgZ7V0vnhgF0v4bcEuAHRGOmAXe25csNNm19DLjAG7ENC5h2j8UX2gM+KDVkjj5oKdAbqgH6wBuwDQ+eOFgM4In27Azphde0NpsLNwF7OSarALAp3TxgWGYBUHD+yGctEB6pmKrWPlIbVAF1rTfLBjgVyxIgPOXtRwp4FOBjRcFuwIsLoigz6JPtj566b5zAW7xYuBTUGnHDNgJyMVjXyw6wVuOceYFA12Bu5C/ZgSbQbkFjcQr8frXPvYM8Wn27h48SKqqsI3v/nNgQmm5VND3de+9jUAQLN3GbGnQDKg3g0DnW1DJUQhO9q5UJv1BYnVpb7WrttQ15R9WqBz+gHQ1c712hC0nKqgiADQ2bEyATptokBnZLxVBYHOiJAE98628e3jq8gJDwZO5ITjxekj/NCVW0kfOqpTnoSAzh6eIFjVOVbLsgdz9tikNsOe0TDQmb5qisXdrSjQnVuITuthYC4wdRu9uogD3ZMIH0vUzzTBhQnYgF2xXUWBDgBAlfYtBHRuX2yrQXu96gGdbQMVJVgcsiQEk1Yt3rFN2kgM6DZzgs0XFh9MgV2zLZKBTbTRL0wD14Rwgjzra55tPxrsXrpxkAzEUfc4DQKdEUkAmcso0Nm+qAQbp+BWg92NZmN2DYkGu2gFFy00E+CTdGWRpCnWiASwYlGgs9NvoSrrpC+zkoQrGq0I2IejTl1tX0QhMX9WwV2q+gQAFb05MF720ShZxYNPBR788MbsGhIDDEM+fSA68CfVTIPdqO8Ns5m3BrshsyuRwOhxeh2jHBgdhoHOttFgl6rCJHRJzbPnwkBnRFLlZ5cKMhGZxOqKtGbXkIyKBu0Xz1T0aMhVyYgBu8Q5t2D3Ttz/XM1rAO60+VSBcqIZGwA6p79QlL0RAoIvfelLAID/8l/+y0BnafnUUPeNb3wDANDsXAx+z0tV51VS9IqL99pORNIZlY8APoukYNBS70osX67Br9bK7BntTKUYSEUiqRIugFjEr/5kusYz26e4MF5iZzvuMM8ygdGkRhbZpAEVms2YQJ2o/rCoc5ycjYNJVF35Xx+9gH/3le/Hb358M9rmpBrjcDEBS2zUedFia7yOwiqgtFj1vgAvJEjCOZusGfKjYcfe4hTBgtZWXG1earOrgPEDieIk3qiZAotXaqyfie90vJSo90UywhUAzlYl2juTNDzpR4CfxSMnhCQQDU3CxdFijPYtlUYkWbJIBzIknzzz5UliTpxArtQ9lwI7mUnQ6yvMX41Tu8iB5Q2erBLAC4A8t0DLKT48DuSM0/JoNcMn/+kG1u/sRNvUdQb+4SypCZGZRHljjsl2PDoVUM8xNX6wESFUgk1b0K34OSCcYPJ+AZrYfIQk4KcFZCaxupp25mc1MLqX2oGV1jbtyK82RdLqtFApIQMVDKChPOF8TgSw9bHSLA2JpBLVxbSvhKRh7ZMrfCrQ7CSunQSyOe2kGgqORaCqEO2n1fzZkqCJJxqwpst2LAcDMQiXyBIxWYDaI9eBeqOu5GfS1rlNiczCGsbOnJqBCg0SyBcE4p3USQDKr2yBcomd30wHPhQP8sEKFJN7dLCSRXGy+ZcSIsLFDTptzvG8FCcqQC8Vbf9DP/RDAJT189PIp4K65XKJt99+GwBQ7/Whjpda86ZHGdSWEOX/EIpw5CP1QEoqwbdEMNy53pXgV2rQgnf8YfqdEfWPKJAM+VLIDLYuHV0y8EA07GS6xo2dExSUIyMCLKAtoExiNKlRjhpQKlUeuEAEI2MCea4+XzcZVk1/g13UOc7mYwhJ8PB4hl87eLnX5tcOXsY/+ZUfxcffuAa2IqB3RviNj57ttTupxrh/tgUpiYLJAEDkRYvtyRqMSFy6cIbly31VHS9VLV+rEo9cY1JR5MfUBtCEMoMTvslFyKoI2MnhhQZQb6SjxxLU5Dg87U+smQLVsxVowYFZEwQ7Xko0e0KBTMXw4CAMD6fLEdYfb4EObAQyk3aDbU76C5iQBEKn7BA1w8Ojfrb9o8UYzdubvHC0jYCd3PjVSCBuJjIFwSsCEdCsWKBztLkhsJNMothbg2UC5c4a89f6UCNyYHVD5UUL+eEBGuieX9jnoY28wDxcbuHBf70KtlIJYENgV9cZxEc6pYHQZQP9eWcS4+tzZBkHY+rla0hiYEcI1P1ElMsGnfbPAeEE49tM3ZtLBMHOAB0kYHLGPTXYSYBWehGOBIYYoLPPr0B4oyJqXVRpeOIVDEyVg1iSVyKArQ8paCORrSVmH0W2In3sgNKkxsCOj5TWjIg42HWSK6fK+MnNf0NgJwnQXGxt5ZgY2Nk8mASoE4kQJIPaI2k4EINIlXQfAIiIg52pNSozGQU7Vun1pwa2PgK2Pg63s3t1Yr2l2hRsLDWhPvKzTRDN8lt7WH5rr9dOSIJsJe38tr8eBrvibqGCGCWiYDc62OQ6TSkGTH5BIuJgZ61JEtGycKzaFFVIgZ0NjJDhHH0A8D/8e6Whe/fdd7Fep18uU/KpoO673/0uOOfgo4nNTWfEAp3zGWlIUpMDRHzpHKAzbdrtLtgZoOvAnIlUtR0RoKHqv3ZS6Gn+DNDZPUxqsHO0Ky7QGbk8nWNnZ3MnUSYtzJncWyHnbQN0bn4uH+xcoANUYMOtR7sdsPu1g5fx8Teuab837U8mVL4mVwzQmb4IkT2wc4EOUAmHr1w97oCdAbrONW7719gFOvWB7IGdAbpOsk8f7GILjLcOGqBz2/pgZ4FOHzOhsgd2HaDT48hl1gG70+UID9++dH6gc+bsg50LdIBy+m6rrAN2Buh6cOLvBZL0fceALtgZoHPuO7rugl0I6ILHp4HOmEEJQQ/sLNA5z6QPdj7QAQhq6yzQGZiV6IFdB+jMYXpgZ4DOTWAaAzv/xccHOwt0jvhg5wKdmVMM7DrX9GnBzgCduacc/8HkeEAf7Eh3XYyBnfTuKR/sXKAzkq0ltt+nXbgzQOdMIQR2Bujc/n2w672EBMAuBCc+2HWAzk6+D3a9xOYhsCPop3jxwM4AnZubMwR2fvH4KNg5w9FGw50Hdj3lS2DdpZ5vXwzs/KAWA3cd+dXu39m6D3YG6NzxQmDXaaPBzoc7H+JCYOe7BxERBjv/HLCqr7XztYYhsKM1gSjHuHjxIjjneOutt/oHd075VFD3zjvvAACarV0AsMmEQ0AHYONkOwB2Yiytts4HOiMu2AWBDgpWLNgZ7VzgxVKMhE2M2gM6OyBAVxT8LA8CHQBkRODa9il2dxcW6EKJVBnbaOtCQGfnpT/ygc5+74CdAbpQ2oHsYYHf+FBp63ygc8+VmYMPdLYfA3avVEGgM+fJhfce0NkBnUUqAHRGLNgNaej02+f4gewBnR1Hf+YDnf3eAbse0DnjGLCz2rmaPBnQuXPWYOcDnW3igF0U6ABQ7mjrAkDnDAnjh+gDne1Lg90Q0Jlz4wOdERfsQkBn+9FgFwI6I+s6t2DXAzrn4AzY+UBn5+SAXQjojPhgF9JkAxuwCwGdHVODnQ907pxcsLNaul5HTwh2HtAZ6YGd0dKFxIAdCa+LPtj5QGen7oKdRAfojHS0dgGgs2MasCN9oHPHGzLFGrATY2GhJOSTZ8AuCHRGPLALrlUu2GmgC/oSarALAd2m/y7YhXzVfbCLJWF2wS5qTfPW35jDv7nGVksXGs8BO/Er+8iW/c5csPOBzh3PBbvRQVgj7GrtVEWIQF8O2MX8vX2wC2nmfK1dLMDJBTtqMoYQgjfffBMA8K1vfSs8iXPIZwp1QBzojJgDtuaAgEgqwXdbVM+0QaBz2zX7bRDo7HhEQjYUpEkcKgFEKdFOZRjo7IAAnTZBoDOSEYGz+Rj8cRnNjG8+pzQOdABQtxkO55Mg0BkRguLu0Q4+unchmiCUCEAscrz3+GIQ6IxQKjEe10Ggs8dHBWa7K1UWK3WeVgTFwywMdKaZviQxoDOSL2S0uHRn/q1yFo6aCxoAAqhuxp3hCZWQJVelfGK+YxrslgfTJMwBCaBz+mJzCnJ7HK2AICXQnJRovxMGOiO0JaqCy0CaFj6SEM+uEis4wJYU7F4ZBTo7t0Ig3+0DnRFCgNHuGu3vmqd98QqJ9nITBDoj6zrHN+9eCwOd7UhFETYPx1GHcRNEQysaBDojBuxiQGf7M50mhDL1whBZNizYsbemG7NrZDCZD/tf0QbIT+JBNC7YdcyuoSE5kJ+Q6K0giXKIr3dF8jyYTXErZmrVwiqJ8X0aX18AgGmtTKKNAbuh4B4QBaOpIAsidKRqqi8NdikfMwN2y6sDwSFEXcNo9RxswC6VmL8Ddomp02a44osBu5RPmwG7/CQcGW3HqwjOFqMg0BkxYJcM7NFgl5+k1z0VrZ1WDKRMsZ1+zlTln2QwkT5XQ22yeffZe+211wAA7733XnoiCflMoK7VUJetgfFDErU/A1AHIJC8wVAIsEkLNmkhA0l5jZQPM+x9PUN+JxFhtc5A1ukIFiLUiZVZ+kGTuYSoGW4d70bbfPf+FdB3J10Trydty9A2GQRnaJr4gPPjMZp3ttE+iuduoVQFV0gev5TttsDk0gKtSBUZA8q8weWtOSZ53MF7URUq31yqLJYDF6mHiFVAcZxeuGgrlRZjAFQoV+a9eiuhMWOqXXEnERDQMJBFNsQyVnjKN4crJ9vU80BagnxO0yBWMYzuZ8p/I1VQIpeoL3LwrficxEhi/OxZ0K/TzkkQ0EprSRPVBuiaYvvbObJvxZ2gKRWYjStsT9eYXIo4A+mIURCZrNvKOUU9L9AkyvlIpsv9CII2tUlJdXyLD3fiTSTBelWAJ54tKYmtzSzacDsCgDKBrGwxfy3urycpUO2LZOQlEQTZKYVkwxUOCMdAEI26P5NReVoDTjkwejTgOsNU1oF0I4JqL/k1+FilTZp8ko7oVRqY9PGNHhFMPh7op1bAWm8PaUAltr+ZKOEmgfxxFqwhapsQlWpLQWRyOAD9nJy+8NFQUBlBeazblgOLGh1+WYDAIDWY4gNDxycFweMvpdMgrC/LYNJ2V7KVGi9VHQZQ8xmKshZ/8BjZl4/SbQr1XAztEUQOPw/ry0IF4Wn52//ptwAAH3zwQbrzhDw11FVVhdu3bwMA2tkOsrW6uQhXtJuHIkYkLFzROqKtK5w8bkSq/1/0747yYYbZbQlWAbOPgeyTPvhYoBNEhRQHFkuiv7NTZDJ4VmQuVYF0QTA/muCDo35E3nfvXwF5ewpaE5SPVfoOX9qWoak3iwxvGeq6v+jMj8co7hb6jZtCHPbvWEoFikJp+kazKph9u90WGF/tmphCmsEia7E/WYERgZxylFl/pV9UBU5Px5CCgOQCIlBCirThwvW+sDVBeSRBudQLQMAco4GOSAm2BsqjiPnATIOoRS4EdiIDmqmC9/JIpT/otWkYyFlm37BIJM+R7+MTAjuTTsXkywv6Y7QE+ULdf2xNkD0MrF4a6OzGq7VMvbnnUtXwpBIyE0GwM0CXM46yaEGu9Z1xDdCZ68fqMNjRNcXWBxSskspE9Fv9e51SgUnZWNN+SitmBhQtDYId5xTVWQkIAjkSWF/pnwSVOsmJjj8HmGcLEgQ7KYmqgqLXrBDYWaAbViKr6RAgn9ZBsBMMyqyqtbpBM6AGOrNZxsBOgZHpJwx2SitBreN51LxVb+4F2sbBzmyWg2BHJEQGrC7152SAzmyWrAqDHREE5QM1IOERsNPPuanfHAM7UhO7O0sWATsJjHT1xWwlsf2twHMqgfxApYuRxiwcOL5OXjvPpOn2VRxv5hQDu3aiz5WIVWohGB0615ZEwI4Ax2+Yi5wAO7m5F2JwZCov2K4jj/z6hUq5LIx4FOzmz6rnQgJRsGPr7nixdu5+FJs7/8PH2BmvsTWqomAnSqczErfqmSBLEKCZhs/n6oouwsCkBbt2qtaiW7duoa6frpblU0PdvXv3IKWEYBnyRWn9noCNGrMDdg7Qmb+pb4YtAol5iewtzgbozM1K2z7YdYAO0DaCLtj5QGen5vuNGKAzn3OCs8fTDti5QAeoB6l8yDpg5wOd7d+75gbozPER0Qc7F+gAZSoa7647YBcCupC4QGfEBzsX6NSkJEjZBbsnBbqOj4YHdi7QqeEk8kUf7HoavADYWaAzUxd9sHOBDoBecEkf7CI+Pi7YWaDTHxHZBzsX6Mx42dIDOx/osGnrbsIW6JwT74OdC3SA8gWbTKo+2Mn+9fPBzgCd8YsiQqJ83AU7F+iMlBnva+uIBPLugD7YuUBnp+mBXQ/oAF0rOHAzeh/5YNcBOuc3LtgFgU72tXVGS2f/DoCdD3S2reiuVS7QucfY+VsDnfu5D3Yu0NnPvHvKBzojIbDzN8lzgV3eBTsf6Iz4YGeArlOJxgc7B+g6/Xhg5wKdO/cO2Gmgo441IVt6YOcAneq4D3bRRMU+2Gmg8yHEBzsLdEYiYNeDdR/sNNB1tIshsAusC7Fk0b05ePfs+oUKTCtqYmBngM7tNghs/pxIvx3x2SMwdwN0RmJg13MFC4CdyP2Hpg92Bug281Fgt36mwGw2A+cct27d6o1/HnlqqDMDymIGIvs+GR31a+Ckms8t2IWATgsrlbaufJhh77dYB+jsgThg1wM6O94G7GJApzpT2jqZS4gp7wKdEQ127z++0AM6ew4csIsBHQAIvtHWzY/HyO/1HUNdsPOBzp4nB+zarTTQmd+GgM6IAbse0NlONmD3JEBXHIff4AzY+UC3Ga4LdlGTLNlsdj7QuWOVRwTZx6M+0BnxwS6l+TFpezyg28x9A3Y9oHPGs2AXAzp3bjwMdLZJJsBnogd0dsoa7KDBjoh+tRAjBux8oLPH54BdCOgAdc9NymYDdgboQkFCGuxCQGePT4NdCOhsG+aBXeT+NGAXBDrnt5zTtIbOATsf6Iy4YBcDOttWqLUqO4v4ppKNti4EdJt+1LMXAjrbRt9TMaAz4oJdTOvxtGAXEgN2IaCz3RmwCwBdpx8X7KIBQBrsAkBnxIKdD3R2QgGNXWz9MGAXADp3TgbsekBnxAU7raULigG7ENAZccEu/IjaedmfxCwb2Kz3LtDZ7wzY/ZC6sPOb4WS+BuwMtMVcC1ywCwGdP3cf6IwYsGMa7kTMvOuAXQ/ojHhgF/KzlkxCZsCNG6pMxb179yIDpuWpoc6YXnkZT56Zn2ltXWqjlzr6o6HxO4dI0LMMo0e6TEpkM6etcjwMAp0dTy2Q+XH60MsDivFdps5Q7F7lBIvbW0Ggs1PXYFfdTWe4bu5PwH9jF/m9Iu7grZ+FENAZYUwDqMCghm6Ux4HOyIPTLZzc3olnvtea1CGnUGADdKFF0ojICZoZ6QHd78zK3QABAABJREFUZjhpAyJSIgqg2iNBoLN9CeUkTjIR9/+Q+iVgKBUPU4tjCOg2c1fwML2deKGQyhF3+lEC6LSkgM52lwuIrbYHdEYokZhOKuCZqpemoN8YkHt1MHIRUGCXz4Hlo0kySGhSNpheXkSBzh5fGwc6K1stRl98nExIbsFu4P4kLcEobwfXKxGJonfbSE6CQGfHIkA+aVSd31QVFiqBrSbpSymZ2jBiQGfH5EBxlPbfdMEuJcpfdHj7KA8T186A3WUCPk7bylkF7Hw7DHS2uxbY/iC+P5h+Jh9nSkuXEAOlqbWKrSTKu4kKHQ7YtRETnBUBTO6nq6wo2IwHrJh+8rlndo3M7fQlJP3/DNgN3QuSQQXODbSb3pM9oLPTIQAdt3j8pSaZINswWnmUfgZVVDYG5yQZgkBnZGtUYXtUYflcGw3YVAcgo1VKrGiwW11J78tXr14F8DsAdQ8fPgQAtLN46M36IrC60YJPUr40w2OJgxEmdylklnaGbKYEkgHZIn5Y2ZLY7M6xbOejBww7HwhsfyQw+SDuVM9OGKa3WNpZFxrsDinkQXjy8qDE1ocU5TFQHsf7og3B+C7D6pO+/5KR+fEY5Z0cxRHD/M52vN2dbch/cQEf/9dQFWIlt493sf5gK+5bBkDWDHTBIDMJnnBopRVBPo9/D6i3x3pHpRxZXg5fm7YkqHeGbxqRq5qE9V68Tb0N1C+vkBUt5F7CYddsdEMbQSZR78QfbNoqLWO+kDaZaEhM8mW/cLcrohjOsG+FE5ycxJ/TlqtUPe1WfO58BBQvnXbzPvptSoLFNQm6Yji4sxttN1+VkF/dwejjlNM5UcFGqYjEguOFGweqostLj+NdFQKXXn+E7I3TaBtRANuvPUaRtZ1ck/HBE1OvGUbfHYO8FQ8gkRJo1hmQC8jIRmckyzma6+kAi/oC7zhc9xttHMqHNrqhWsiA0oCnohuJAGafUHXPJ8BOUhU1u7wanxSRQHGq0p2MHsXULsDkgQSrgfI43df4QGLnrbTHPJHqeT59ITIcAdYXlNY9paECAaqLHM1uispVgCFpB4IegGjidleaKVDFi7AAABY3VaaHmDLCzGvnbYrp7UQTAtSX1IvJ6kb8xpncl6ANsPUfA5UFHBl/XAxWgxg/VJrYbBVvQ3Vk9NC5oi1w8ktXk23uPtgFcqHANSWOhSjaRKSrSgAbqLt//366s4g8NdQ9fqwW0WZ7hCbAGKvLQHW1UYvWhIfBjsAujmxOg6WTxMEI0zsUpDVvPSQIds2U2HmwJQmWBDJAZ03DgSkZoKOtMgPGwI6dMIwfqnnRZnghJAJBzYs8KDH7iKp0G1I91CHfCNqQTRTaA4rlx31gmx+PUd4qVAJgDhSPGM4CwRrzO9u4+F8pijOJve8AH/yXZ3ttDNDRhoCuSbCElKwZ6Fx5spramSGws0AnAVBAsP7xGaAz2dVDZp22JKh3yXAEUwbU29L6VNW7/Tb1NlC/ukKWc1vXNCiu9aQlUbAjukKJGAtUe/2+aAsUx9ptQCqH6xDYqYhF1Ya2YbCzQGee3qEwLAnINQuCXd0yLB9NlAaqCFdqMUBXZBzT2RpHX+zfyLwkKu+WqZixZDi4u9trd7YcgX5tC2ytUgyMPgo8zNpNInVcpOB44fojjLMGlEhcms6DYCcLgavPH2KcN7i0tQiCnSiArdcfY1I0IADGRTMIdiTg6wuoZ2LyQQ5a6xQKAbCTEmhW+QZYqQyCnaQSbEfBXFa2QbCTFKrsFVUQ0oRKr2mg8/3/QnIeoOM5rHa+CFg8iABmH1Ob74u2QPk4YD7XfmaSqnt6daU/KZXvbON/q0y/4cmbudM2DHZuX9laYuedSLSyY7ITZQLszDok46bHel8/p+Y69TrZQIr5OwZ27uMQg5VmS1sNmMQ6XLlTAZ3RDhtLWWBeO28xsEqC1giCXS9vXy6iYGeuTb6UQbCTEijfHttUITGwGz/c1LYlIg12qlH8XNEW6nwv4mB398EupPGTzWQU7FztYgzsSKs0sZSTqKWQrSj+4Te/DWCjOHtS+dRQx0dl52ZbXQaO32wV0Jkbh6APdg7QAYpg2Vm3aoMLdEZCYGeAzpxMIvpg5wKdkXzR1dZZoHPMSyGwc4FOTep8YJefdbV1HaCzH/bBzgCdjUILgJ0LdEYIRy8/nwG6bK06Y3Uf7FygA9S4bEk7YOcCnf0sAHYG6GzEHkEP7DpAp6Udd7V1Twp09s4mfbBzgc5IUFsX2DtCYEe8CiU+2HWAzunbBzvz9un6ovpg1wM629+Tg50FOhv80gc7F+gAgBGJrUvzDth1gM4Zjy66YGeBrtq06YHdEwKdkRDYGaAb6YAfQmQP7Fygs/3j6cDOAp1bXsgDux7Q2QPogp0BOurYvnywc4HOfuaDXQjonO86U3gCoLO/abpg5wOd284Fu1DggA92PtC58+yAndbS+W1csAv1la36YBfywfLBzmjpOhIAOwt0dlIe2PlA53zug13ocfBhxQCdOhCVOzAEdsI39/tg5wCdnboHdtFEzAGwm9zvtvHBzgU6IyGwc4HOtguAXSh4zj9XBuiMhMCuA3S2YR/sRIbeC54PdgboNnNUYNeDOwGIQq2HJycneBp5aqg7OlK7ES9KNNsSzZajnSsCjr8u2HlAZ5s4YBcCOiOSAFLX2vKBbtPXBuxCQGfaGDNsCOiMuGDXAzo7qWGwMz4t8qCEeBQAOqcvA3Y+0Nk5OWA3Px6juN0FOiPFMbXauvmdbVz46gbojLhg5wOdnbsDdiGgs1N3rq0PdJ02GuxCQKd+DDQzBXZPDXR28huwCwEdoHw6slEDsasvSMp9wgG7YE4xB+yCQGdEbvxeekDntDFgJwqJ+oKIP7VPAHY9oHPnrsGOj4D8xTMLdEZcsAsCnXt8WmPXAzqnjQW7cwCdmaMLdEYM2O29+LgHdPanDtiFgM4ZAtmAT6rpDwSQDe0CnXd85K1ZHOjsASiwCwGdEQN2IaCzQxqwSwGdMz9gwP9Kiw90dtou2Ol1MCQG7CQB+CSs6TRgFwM621cLlZBcA11o3TVgl+rLBbuUU70BOwN0schPs272gM5OSmUlMBI97w7YpR4HAysdoLOd98FucTNukTCVDXygs1PXYJesrAF0wG5yP3xt8qXE1lfGQaCz03fALgR0tp0DdqngOXOufKAzki2A41/egF0P6GzDDdiFgM7+3iiZ2rCvJOWko7VjK53vslBakd92qFssVASbzHNIokJ0O9q5kBiFQKqJIMhOMpSHYaAzIkpgvR8Guk1fwPgewezjwGbptKENAasQdQAHFNiND2QY6IycE+xGD2jwbdbvi7T6X8xUwoHpLYrZd8qo+p9woDzIwP/zHi58lSJfhTtjtcT2+wD/xk68L7NoNemNQmYqGiiVwds4svIiAHT2ANVitboyDHTtSN2D0TuaqMACPpI9oLNNCECWGbbfG34ssgXF+E7Co5cAYiRQb0eATgurJUaPIkBnRN9XbEWS2fFJS5AdpxOtGrALAp0791KgvdCgzMM3MyMSk/0lTl9vkxUziADonIG/P4v7COrNdPfCfBDoSMHxwrVH0e8pkRjrYAcf6GwfOlhDZDIIdEZyxs/lX0eoBB3x+POswY6+M00HfZhjqGgQ6Ox4mbAvRjFxwS45d21+SjrDS6gqAomp00b5Dc8+ST87tFVWk2RgSybBVnGgM0K40rSm1lvaANN7iUAoAGwtMToYzjcocwWIybVI6hJRycAdVeJy/HD4JWzIJwxQdc+j64IBu0ue2TUyXnEUBjojtAZmnyBdWQMAcjG4F+YLCRyUyX3QgN2gFlkCdcDtpdsZUO3L5HXO5wrs7j7YTfeVSVTXmuQzAagKW0OBJpTrDAv6HjVQd3oa9wFO9vdUvwKwWik0FiwDH6vUH6BIaziWLBnEoDpUICMKpSmISTMBqosymTW+OAGmDwRGRxJFxHm2HamUAOsLEvPr8aeVF8pnasiRdQjsaKs2cNrGYRRQD/NQhmxaKwfi8liiSFx/tgaKMyRvwLZUWrNo4mhoKJoocJKJSB/aKO2oHOALUwondU4lU6WMUkEY7QiorvCBKhcq8jRbEPBb4aCB+nCES/+ZYvxIYPv9+MVhFcHogCA/A0b3Yzkd1L92KjF/Nn7imxnB8ZstltcHdjCp7psYSJJWvfHRGkmwI6XAxWsnmF5KnHQC9XImgdPTsGNzKyiqdQEyaSG2Eiuu1Kk0OIK+twDQToHRDz7G1qjC7uWzeF+cgN0v8cG7ccfm02qEu+9dAq0oPvrwcrDNoi5w9PY+WE1w9/1L8eEExXxZgqSWLAIUZYty1GD+uXQwQ7YkKG8nbmRBQM8YSItoFRkhKMi9kdKcn8XXK8JVUFXyBVNrg5Kln6TOOCCQDnQiWpO8k2gD9axSDpSRJMZEALOPKIhEOgqSAMtnFBzOb8RUJUC+UtaXYp7eWWkbn5Ppa+sDlVZmFH+nUC4vHBjdTy9+2SkdPFf1tn75TXTVzlR1iqGX3vwUKB8lNgC5qWyzupImFVYDu7+ZLvMw/qAAkUrxEpPjV9W5qnbT16a6ILC4EW8jCbC8JrVWMt6u1pU8VuFlwUozk2AP0psvYRIkF2gupytiyECOut54+nup06GITJG8UZw9qTwV1EkpsV6rMOB2xiDHfAMMgZx1gAa6ObUBCsE3J/05kYDJvxQCu3asS61Q9abGy/6AxQkwORAgXKocWid9sGtH+qGgyny0vBoGO14QtDrkntYqwiopEbCjrQIse+wkDHYiV8fYKbzuCa31m44+n/kiDHa0gQ1SaEcEzaT/kLUlQbOlFkijyvbBTuQSfLrJ1yczGQQ7VhNVh08vytESL47WllZhsLMh5Dr1QQjsDNCpHD+R6g6t9lGU6viKIxoEO9ISZCsBImQU7AzQ0daY7wNgJ2HNiJICzbYIgl2zRXD6WguUAnybY3EzptaErSWYn/XBzgCdeXZiYEdKgYuXTlFmLbbGa0yvBBYNgg0cSwJRsSjYSaG0XqQQYbDTWotNBYT+/dJOgfKHFNABiIMdJ8iPFaTkxwzf/u7NXpPTaoTb717WSWWVT58Pdou6wOO3LlhTU3ZGg2DXCorHpxMIoVItBcFOAx2lAoRIjLfXcbDTlz9bIQx2Buj0uQq5UghBgbujTkBACOwIJxjfZjb4KpjXzZj3zCMWAjsNdK6JNgh2RK/BGuxiDvrtGHbHYU0fogzQsdoMGAY7tYkTlROMRMpIaaDbzD0OdpUGjyhsSmD7/c28WCODYOemgqF1HOzyI6a0jJmMRqnW2xtQi4Gd2rucaUZMwuWRWq9oA1VTt9emmzdTZHGwM8eXLWUU7MYfFGDGiyULg93xq5t0KjKTUbBbXxSQTO0/IbCzQGeBKAx29Za0957MZBTslldVrjjCgewwrCYlTNoTQbI42NnjYzIKds10o2U1PumSqok2TRoYY/JUUNe2LYRQd4CYoa8B8sCuA3TQ58MHOxfo7A/7YGeAznWE98HOBTrbleiq812gs9MOgJ0FOhdCngLsekDnHKP7YHaAzmnjgl0H6OwP+2BngM6FSB/sXKCzw3nXwQc6e4ge2LlAZ+cdAjvfjSsAdqHM3T7YuUBnf+dXd3CAzj0+H+zqwxEufdV1+O6DnQt0bl8dc7wDdJtj6YOdBTrjHE9lGOxk91r4YOcCnXOqemBngK5gTsCDD3Yu0Nnx+2DXCorVcvMmGwQ7D+gAtem42jof6Iz0wE4DXafCigd2HaBz5uCCXQfonDY+2HWAzh6kB3YO0LnnIQR2/mbbAzsP6AC1qbjaOh/ojPhg1wE69zy496wHdPZzF+w8oHPn1QE7B+jsXANg5wKdkRDYWaBz+u9EFrpA53zW0dZ5QLeZex/sfP+4Hth5QLeZexfsQrn9QmBngG5zbH2wc4HOPUYf7GLJtt25G6AD9Lrgg50MJ0IPgZ1/fCGwc4HODuGBnQt0mzZ9sDNAZ+fkgZ0PdJu5B8DOO1chsDNAZyQEdi7Q2c8CYCeKbqWJENi5QOcek9QVPzjn4PycaasceWrzq5WYdlWDnQ909mcu2IWAzunfgF0P6Jw2BuxCQGekOFPauhDQ2Wk7YOcDnTv3JwG7bBUBOmf+Jv9QD+jcY2QRoDPigF0P6Jx+DNiFgM4IWyttXQzo7CFqsOsBnTtvF+xiblwa7Ngq4VblgF0I6OycNNiFgM525YBdfTjC5f/EkK2E12YDdiGgM5KttLYuAHR2Tg7Y9YDOiA92/fXDzj0/U0lUfaBzTpUFOx/ojBiwm1xehIHOTn4DdgbopP88u2AXADojolBBVTGgM2LBzgO6zjnQYHdajXD7vcvhdDMa7D5++yoO374QTd9gwC4IdHZQDXYBoHPPgwt2kiF4z1uwCwCdEVoRtI9GUaCz7bgCuyDQueehjQOdnb9Qz34I6GwbA3YBoDPigl0I6IwYsDNauvCAag0JAZ36XrlozG+QKNBt5r4Bu/V+2FeX6ryikMD2B32g28xdgV0qWbMLdh2g6xzbBuxCQGfEBbs2Ua3DJN11gc4O54JdBOiMiEwlhja/C4kLdiGgs3PKFECHgG7TZgN2PtDZOWmwiwHdZu4bsKsj+TddsPOBzogLdiGgs+0csBN5uCasC3YhoLPtnJt3Ph9I7hqQp4I6QjYzjmX+tyLSGfZJA5ubJj6g8i/jowDQOW3UDSuDQAeoTZrV6kKlskPLTKLal1hfoEkIYSuVSDYpEt2SaRFRefEQh2SoxXj0OAJ0RoSK6EoFKYAoX671hbjDcmfOA86gdEVRHiayoRPoTSV9royJMR1Joyo3tImHojPnVBMB5HOK0cOsB3SbNsp8z0fhKC7TDwBg1iaIVIFdvStw9grvA50RKiFG6iUmHVCkfFtS9xWRaoF55upRD+iMMCJ70a3hyRNIQVBkbQ/o7Hh6wvk8/swDCgTWl3gU6Nz+stPARmi+FwBbUDw8mYFUKX8hgK6JcmBPtVlSHDzeCgOdI6KhQaBz513OKixe4Mlnh1UAqSLlv7TQikA+LNOO4hKbOtgpp3MOjA5k8pkw/Q0GWHAVYJE6Pj6SOPlcJArU7UsAfCKi8KQaqZfeaBkm1ww7NHchUe2mfX5pq1JQpYIGVLthR3jSqDUyVXlC5BLzZ+WgbxwAFKdhLZ3bX/NsFV+vpHOfDOxLIgeWV9MbQLaUGN2KA50RyeJAZ9voILvUeRC5xPx5Eb8XTDsDiQNBOfV22LxthHCoROkDF5pkArxMV3WRTKIdDe1dm/NtLKJPIp8a6uKN1BucnPB+cWDThAO0JapUU6p0DYct6RQNl69UdGCzRVDthg+rHVM0U5VmoziJHzqtCWhN0Ex13dDInFitU48kwE4U6u2rSVQJo40EWwPZQiKP+IlnC6WBZFVaQyiZShWS2ihEBrQTJAMQ+EiXyakJWCK4hc0pJvd1YuTIvIx2kfB0hDHhQHEiVQmYiJgHnnBE50W4SpgsGaL3HqAe5Hasgm1OXgyvIus9iqMvcIgZxzySDqDeAtYvr8EKDrmdWNmohCwFZC7iUZA1RXnA7DWKSTMFzj5fJ7Oct1OJS68/wiRvomXClnWO4wOdRy0FiAXHxYtnGOUttrfDGT9FxVDcy5NZ9k2iWcIJbn0Scb4CsKhznLy/B4j4Ai9ygF5fgVIJXI4DIpFq7UiJpADfayAaCtFE7ndJwNcM4ASrs3gUlxAU9SqHHHMsb4bPu6TA+pLSKA1FOBKe3uQkAdptpbWOBdyoWscSrAHyRNCAKIDqR8+w+D0DEWFEP6+RZ1VSlfZCjjnmz8fvUUmB5U1VkeDoc8MvfaODyHosCKa31J7TpkqOEeDsOlP+w4k9h+s93K1NGxJWAeMHiTWGqOhUSK8OrCftVL2s1qHk0WbqEigfK5Cc3I1pGwB+fY2s4Dj5XeEFWRJg9YzSOg2WL6OAzIHFM/HzsLqk1v+Q73en3RUxGDxnUuOUh/E9R+bKOpQK1gNUwJ6k6WeHVmqfYIFiBUayueKO8oNE5Cag8rgSJF90aEsAml6PpMNXs1m8Kk10jCf+BQBKqQU70kZsP2ZeVELM+mCnooSIfSskPAx2fjta98FO+WMRG25e7YbBTmozJxEqGigEdrRWkZtKY6RNvh7YKThRWkoiZRTsRKHgSDIJUYbBzgAd0ZrdfN4HOwN0xnzCIqZfyQCR9c3FnTllAB9vFEqxAASTMkGZRcNgx+YUk3vUaloJ74OdBTrhtAmAnYJkqU07YbBz0zjE5kU4AV2pIujGLB8CO5kpaJVM/av2+2C33qN4/Ls4UAplGt1tw2BHgUzX483KCNhRqaKbiNxoQnywqylGDzY1X2Ng10yB5asV2KgFm7VBsGunEhffeIStUsFORkUP7JZ1jqOHW4DJx2TyxHligK5gHATApKx7YGeAzsKcQA/slIuBfpOVAJ2zINgt6hzH7+2Das2aRH9hFjlAbi6RF63SjI2aINjZNDyJ9V9SoL3QWPOzFKQPdgboBFFayzYMdkJQVMtc1UomMgh2BuhsKhgqB8FO0rAWxwCdeS7EWPTAzgCdyeFFeRjsRAHwHznB7myJC7vzONjpy2o0Pj7YGaBDph/6kQiCnaTA4tlW1QAGIMthrQSrZQ/sDNBZ53xKwmCngc6ea0fD6QovsDmfRRzsTP5Q1oTBzgCddYSnYbAzVTUAdZ+HwM4FOiDycqyBjmXq9/m46YGdATqT2kSyBNi5rncRsFtdckzYJA52qyvCmtBjYFccb7SZprSmL2oN3YwXAzv3mY89+tRxESEiDHaZY3WgdQLsTvJeEvreeB7IRcEuVzcyYwxZNpRCIjDOE/8CSlM3majdhtS8e9ZcoLOjdMGuA2pGAmAXa+eCnQt0tkkA7NoxRTNzzMYBsOsAnW3YBTsX6DaH3Ac7C3TUPNB9sHOBzj19Lti5QOe28cHuaYDOfu6BndHSueP5AOUCndvOBTsX6HptnEXJAJ0FCtEHu1BeLn9eHaCzjfpg5wKd/Yx1o+g6QGckAHZGS2eHC4GdC3R2QHTBzgM6Iz7YWaArzeone2DnA50RF+x6QGfn1QU7F+jsZ+gm5u0Bnf0iDHbuOfDBzgc6p6ndPFygs3MKgN3TAJ393AU7F+hsgz7YdYDOmYTMN+eqB3RGngLsfKCz83DAzgc6O5wHdgbotifqXiZEhsHOu8Q+2HWAzm3kgZ0PdAAANqytA8Jg13PO98HOBzrbsAt2LtAZCYGdnxDeBzsf6Dbz6oKdC3S2jQd2PtCZzzraOg/ojLhg5wPdZrwA2IWCMDyw6wCdMw8f7AzQ2X4CYOcCne3KA7sO0Dnj+WAXeub9edKAz68PdlnAjSQIdj7QOXOzv4sAnP+5GAuQVj0n4/H4fFZRv88n/oWW6VTRCa1b/faKMNDZkTyNXejZdcAuCHROO1oT5GekB3S2iQN27ZiinvX9x1ywCwKdbajArh2RHtDZJg7Y+UBn56TBrp2EgW7T1wbslNk53MaA3acBOvu9Bjs+6oZ/u+PRioAuaRDo3HbG38YHOr+N8n/0gM5OaAN2qUSrHbCT6AKdbbQBuxDQGWlmSlu33qM4+n7RBTojDtjVW8D6VWXq6Azngl0I6IwYLfWaBYHOngoNdj2gc06CAbsY0BnJqEAraBjo7LwU2IWAzkiRKTNsFOjs5DdmkKAPjAN2MaBzmoKPZA/o7GlwwO7cQLcfz4wvBYGoWR/obIMN2AWBzkgmsbzJ40Bn5AnALgZ0RsRYYPWMCAKdHU6DnSiA9vecWqAzYsBubsAuZvEzYHdC+kDnNtJgFwQ6c3wTjuM3zg921uwaEAt2MaCzDdV/QkBnxAW7UIUfQIPdQ+UT1uwkHOE12IWAzrZhQLMjgkBnx6u1GTYCdEYM2IWAbjOeA3ZJHzT13yDQGXHAzgc6248DdiGgs11xoHxMw0DnjGfALvbMuy+FIaCzXWmwCwGdkQ7YxYDObT/g+mG+F2MVkEgbdTKM4uxJ5dNDnc6lQmoKxHxR7GgSxbFyqo+K1BecILkgi0zdhCKRI1AyYHWRYJmoSECE8otg67QfGgiwuiIxvxmfO5ESvCAqsiUSiCGptMc2EA8wnFFdAvUOwfKZAaDLFRQMVV+yCY8TAFUcU0xvD1TD0BDFi9S50mDXBoDOTkj52E3upSeuglYI8qPE/UcAUQL1jogvtkyi2ZZYXiWQo4TDDZUQE4FmS/aAzg5HJNBSlIcseaGJ9qFLVU8BFJAun2v7QGc7kiBjDr7fRIHOyKIqMLqVTh6qgIVGAywI1DGSisWBTovQGfSjDsQa7I4+2osCHaCeh9EBBfkgvtgRIsGY2LxoxuaUS+DmKgwgRjgBfZSDnqSz4MqaYv1oHAY6QF3/aYv151bJ6hum7dAmIYleGwaWWzGKA51tkyug25mG/SQJkdjbXuLk8+kbVGbA/I0KbDpQHmAkVOWXhJO7mLV4/OXhHF20Vf6wKQd9wQiOX04AHQCQSHlBv68cqLcSAWFQftajx+nKDUSq/SZbDlxnBpRHYaAzQhsVARoDOgCQkmD0cYHsbGA8imEiICrKeDCgg6gMBUMJpPlMDJaoW19NBxyZ8YZK4kkA9QU+uK+KUqoydgkxYDf0rOZn50MsVm/2cMNUv+1Qt729rTpY17YWJl1ToI53Wd7Jsf2hShNRHofbyExC5krVm4xuIfpNexSvPCGY0jy107jTuYIPPXbibDQzifoCx/JGi7Nnww2rXYrVZaUNivWlHmZAZiRdJWGsAyxmwMovHq1leYni7AWBek9gHUmM7ycyTgqB0qyE0j7ouY8eA6xKl74CtLKnUNrN2Pcbv8twH5SrGoGjIxF3DIaaM1sT9S/i8CqJ9udi8WtDW2KdYvOHiV2gpsiPKFgN8PvhxLzNIsfkgxzZHCjvJ/qSGAQ6XkpUlzmQCfAqvJpKQSArBrQUHz24EO3rwdkM/Dd2kS2A0b1E5QlOgIpGy+WsmgxHD7cgmUS9H18lRS5RX+SQmYAYJVZTrX2PQQ8RShNEWnWtY9I0DO3DsTJ7RgMsJNjNJcpRg3Kazktkgj5orHqDhIpgbQjIMlLtg0qMZhXGkxrZxXWwjemLram1WITbEBv1nB0ndlamzL6H3xdfQ3kJLH5sHgU6QFXVODkbg84anHwufKOKHDh7s0I+atNLjCQgKwaZSaUECAmRKLcrjLfXSbCTFJg/p/aL41ejw2FxjVgLRHg8oNpTGrNQEvtNZ+rl36TmiAnPldZy+4NIEJd+ASUCyTWUSF1Zgye0eQSYP6+1tpEKJFISZG9PVBlMrtI4xSSL3wZWBJO62lMaekQOgMarEwFQRQuYVIEyEVndUGuHTL18QVXoiCXaNtLuqvFW1+ON+Fid72R0sRZapwM68lOlgRyCdyIASCA7Uc8zW6mX8v39/eFJhOb1VL8CcOmSoohstd7QsQTomoKeZT24K+/k2HlPqYwpB0aHfbCTmTIFGHejGNiJ3DFTRMBOMJ0bjSitGR/3wU4UCnisk2rkYjYziWaPA1SqmzAAdtUuxfLKJtdNCB7Ymqg6i8JATxjs2rEyHRsQq3ZJD+yWlyjOXhQqySFTUVNBsPNhLqHCBrQGre2DHVsTlEew6WKICIOdG20UAzvpzSn0hkg5kK2V+ZZyYPQ4AnZikxPN5GbzwU6p+p37iPSvDW03efaIVItREOxqiuKQqYhtoVwAfLBrFjkm7xeb8kpnYbAjjdbkJYSXEvUltRipV1vSAzspCMQqg6ku0i7yINg9OJuh/eqeLQ0VAzsDFEQSyEXWA7tVk+Hxg21rvhUjEQQ7A3QwWmsmk2Bn7gsf7CzQ6fuNVUD71nbv903D0D6YWC1yKLjAAF2hAyyyTITBjhOwI33NtCm3B3Ya6EzwBDh6YEeoxGhagzFVdaIo2zDYGaATTt8+2GmgM+stbSNgZzTRBODbPAh2vATmf3SOva14lCsXFMc6Zx8hCIKdC3SA1pSGtMka6Fy/2R7YaaAz5yoGdgbouE7wysd9sDNAZ/YJZfL0OnKAzvwmCHZyUyrNHHMI7LgTgMHWsgd2LtAZyef9fgzQuelUen53Gui4NjuShvTAzgU6IzHNrXI9Gta4m3U7FvQBaKAzWidOgmDXqUKVh8HOAJ39TQTsstOu+TYEdgbo1A/CYGeAzv4mkQvQSCygI3fnJMJgZ9OGyc3fAMBWan24eDGeHSAlnxrq2HytitEakVDaHkdr5wKdHVhv1MWJ/pkDdG5XPtiJXDu0u+fIAzsX6GxfAbALQZz/WQfojHhgV+10gc725YOdZ1INgV0H6Ix4YLe8uAG6zVh9sBO5UoH3xL+/vL99sPOBzrbzwM4AXSeTtgd2PtC5v0XiXAXBzgE6d+4u2PWAzjnm3rVxuS8Edg7Qbc5BF+xcoNu06YMdaSjKR2mzawfo7Dy7YNcBOue8+GD30AE6d14+2Pkg4YOdD3R2SA/sRK402/DdEJ4C7Iyp3j2+4oSgeXsDdj7Q2f4csHOBzvYdAjtOwI6z7pg+ZLlA507eATsX6NzxemDnA11oTA/ojPTAznctCIAdL4GzH1ucG+g2c++CnQ90dk4+2PlAZ8QFOwfoNuNpsPvdm4vqAp3TfadOtg907m8t2HlA1+3Lfd66QGennqX/9sEuBHQAdLS/s54EgM6dv5mjC3T2tw7YhYDOiK+te1Kgc+fjg50LdEaot6bIUcCc6oGdD3T2t95nPtCFpAN09oddsPOBDtCWwPOC3ePNj/PQnDywszDnT+uEWai7cCFucUnJp9fUzSM6W621G39Q9IDODt4CY62xi5SM7YBdEOhsZwrsmpnsAZ3tywE7VYEiMnUNdkGgM6LB7vALJJqNGtiAnTG79r53wC4IdEY02B29SnH2UhfoNmNtwC5ZnUL3lzLJdsBO9IHOttNgFwK67jEiWJ2j006DHeVAFljUOmAXADp37rRWmfGTPkwa7GgbfpvsgF0A6DbnQIEdeX/SA7pNmw3YPTXQGTFgt8r6QGfEAbuHZzM0HtC588oWwOhuFjX5uWAnJYkGWBiws0AXS7D5BGCngpnCGtryWIFdDOhsf1SZi3ygs8fngp0BuuB1htLWhYDOnTwHsGY9oHPHs2AXAzrbH6JAZ4S22nQTO98O2Bmg29+OFwsPAd1m7l2w84HOzsmAXQzojAgADekB3WY8ifGOArsQ0G0GVNq6GNAZkVQFjIWAzrYxYBcBOjWxjbbOpOrod7QBuxDQ2a402KWAzp1bCOhsXw1BezCKAh3QNcM+LdDZ+ThgFwI6I+YZlqNEMmoNdjGgs2Pq71JAZ7R1QaAzosEuBHR2rPOCnR4vCHRGBDbBmLFHVQB//PJNAL8Dmrpr164BALJFfHEgXJ2Qajd+09BWR/ZtJ25kqBsmCnS2MwVqIuEbIalEdUGVAktmfqZQoJaoPAGd4+w8iU2ByOIA9aC2UxIHOiMEOrI03kgy5TzcTpDuS2s/hioSZCtE/R/dvkyAS7SvSH46XwTTKStikUcmn51Mz11m6q18uJIHQbaIOz8bp2a6ounrLNXDmnIgNkE5pCZpPzqpI6JSWcclAVoS900CAAHwmmG5LINAZ5vlSPrFAQrscJLj7DtpPw8x4WierdJzB84Ndj0tXWcwID8jaI5G6UoKgiA/7db67bXRARYkk0GgU5PSmjMqw0CnhTYEW+9mwDf6JmJ3PMqEfWmKtoN+w0/dChRod9v0WkUAvtcOAh0lEs9uHyWrahACsO0akz/yMD4eAMYEbl4/TB6fzCTeeOM2Xr8S78uA3dEPtFGYUWuoxMEfaAaDIppp/CXc7a/ZFukk7jrFRzIATap1b/wgvUeQlpwD6AiW1+JAZ4WGc911mnD1XAwBHeEY3EfKQ2LLxsXH0/7OA8RRPmKD/nMAVHnEAQ0dqzG4DpFJO+g/J6mKZh6c0zm0hryQyWcZAG7dugUAuHnz5uCYIXlqqHvuuecAAPnZHEiUCpNM1VVbXg4PdXaTYvF8Cznh4JPYq4yeafr+06kvZNfnzpN2ItHutuC7LZrt9HhsDRSPMtBFeKdmc4byMdVaofTk2olEE0kOLTNtJh04PlMaKj8lUYdXWhFkK6LeHlPRhhwWjKIA1QD5mVTRV5FLLIl6UGOpV/z5p0SBNAEvCKqt8MmotggW11X0VUzTqgZTAO+bcTtNNNBBxs+VyFXELGi6OoWZPy9lNCiHl5uUFtGXGKnOI1sDxYPEzmNMVxwgsdQkhcBsd4nJpMLZ58IBAbwE1leEShmQENIQlI8Y8jOCIuYHyCSyWYNcJ0UelATYKU2xus6xcyVyNXciSLT8EBE6VRFXkWir98OgJQRBVeUgmUB7MUyIkgF8V6VAkZPw6k1bYHqbglUqcrH9zd1gu7ZlqO9Nbb/BuUNH5XMkK3Q0F1RFBjWBuHZ079LZINA9t3WErbzC69fvR9sRIvH6tQd4dvsIL1w+DLehEs9ffIzd0QrPvHIQnnsm8fk3buHiaI5JFg9YkZKgbRjYrIG8EGlHAHZ1hfH2GvUrEesRURVkzrPriZFUtU8vxZ8Lnut7MFF1wqbRSL3QSoLRIwwC3eqq2tdigWwAVGoPov67uhJfcGsNKW0i4IFwwAQwhQcDRo9UfVlVXSTaFXihXsSzo/iaVt7LQGuCMrHu5YcZ8sNsUCFhfJ6Lh4lgsIKDUGlrtobEWO2GwE5miZdPLXwU13huOpK4c+cOAODZZ58daByWp4a6q1evoigKECGQna2CifzMW4DMwmB3dpNi/lIL5AKgEnIs4mA3IAboTDoUUfTBrp2ogulgEqASfIfHwQ5q/rQhyOekB3ZszlAe0q6DfgjsjK+WfpMMgZ08B7ASoSDLQEoI7GhFkM83ppzzRvGEwI7qckI243bA/m+AzrypqhQl/f5pm16w7FwZsVU/+KgPdtUWweLmpqC3zGQQ7JTpuesX07s/W3VdzYMYOlciB6o9Yc3KopDh6hQGIAGlEQmAHS+B9WWdo4wAfCT6sKKBzgZrnJEw2Bmgcx30fbArBLb2lsgZR8Y4ti8uemD3JEBXPKabiibLANgxiWzagGoTGsv4U4OdATrodwlR9MHOAJ2de6CupAE6N/ggBHYG6CCJMi+OeA/sLNAZLUImemBngM5WVZHA6HEf7NqWobo73WgXA5G6BujcuUdTxwQSGXeESexdPEOZx6+HAboxa0AhcWk0D4IdIRKvXXtgIWynXPXAzgDdOFN9XRgve2BngG6/VJCZUY5XLj7qjWeATuhFhuaiD3Ya6Gx1kXHTB7sQ0EVOpxhtCrKLQgbBjjumRpGFwU6yTRsiIyXONNCl0pa4QGf6CoGWATr7d+S5rnec+42Gwc4AHaD3Hn88B+iMxF7quTMvwsNgZ4AOQBTs8sMMtB1WHrgWFdqEwc4AHQDQggfBzu7LxPk7IDJmfnfkPEAnKUCrJeq6Rp7nuHLlSvoHEXlqqGOM4caNGwCA4vRUq3LVdy7Q2Ql7YNcBOjsbDXbuhpzw+7J9O0DnfuaCXQfonPF6YBcYjwgFAGyungS62ACdbRMCOwN0Tt++xk5m8fqrm/E3QOd+lp9twM4HOtu/DysyHAHlgp0PdO4x2tIrHtDZNh7YGaBLmkodoHM/c8Gu2iJY3CDwo6F9sFM5+QKJPx2w84GuMw+66ccAnf0+AHYW6Nzz4IGdq6HrtHHBzgE620QqX5sO2LlA507CBTsH6Iz4YPc0QOfOqwN2HtAZoeycYOfcny7Q2cNDF+x6QGfEBzuJYPCBu0G5QGfn4IFdD+iM+GCn1wB/PNf03bYM1b2A/58Ddj2gc/t3wM5q6ULiRBw/CdDZzwJgR4jEK8887GnVXLBzgc7t68J4iSsvK2iTmcQbr9+2QGdku1h1wM4HOttfLiD3df8O0Lnz7IBdTEMXWOtdoLOfeWDHA75jPti5QGekVwnjKYDOTt27j32gM8fna+s6QGfEAzsX6OxnLtgFgM6Ir63jgXn5YOcCnZ2SB3YG6HzpKSMCrhM+2LlAZ9t4YBdTtPjaus8S6ECA/OwUgDK9MjaUDDAsTw11APDKK68AAPLjYwAKfgiP2+ldsBM5ukBnZyQ3ptinBDr3O1HoqFqKsH3dBbvEeEQoU135IMPoEQ1CSgfsfKCz423A7jxm1xDQ2e+4A3ZeeSdXLKxEgM4di63DQOce4wbsIm002D0t0LnfWbCjfU2MbafBLgp0tqGB33CdYTsffTpjtTYN2AWBzogGu2pfKqALwZMDdiRyvxDhgF0I6NyJ6WPygc6ID3ZPA3T2Ow12+TELAh2g4eg8YEeUti4EdPbwoMCuuiDTMKrBjgjlhhBsUhGsPtgOAl1n7iOO9kodBjojGuxoC0zvhJfTbK20dRboYuYsIrXbR/xZNmDXM7sGD3QY6FgA6Iy4YGeAbpaHve+neRUEuk5fkwWefe0B3nj9Ni6O5sF+DNjFgM72l4sg0BlxwS5pcnXW/BDQGTH3WwjojBiwCwGdEQt2nwLo7NQ12AWBzvThmGGDQGfE+H0HgM6Op4PTYkAHqDXfgF0I6GxfenkKAZ3tS4NdDOjceamx4xupeRkKAZ1to8EuZTlzzbCfNdABG5Z6/fXX0z9KyKeCujfeeAMAUOiJAAoyskDuHSMyA85eFFg+l/Bs1hq7doeDpxKWQgFP0seAAMlknno8Uags4LFKEMDGnMMS+UOJfjPPU9m7dUTN+qLsaiX9uVNduiuhySNcJ95N51CFyIFmS6qI2Ni0GiBbpSEM0KCZWIwAFfU1OpRJB33TV9KRWoOdW7c3JCJXASJRoIO6B5KVMOygSJ5PSYB2i6O6UScfWMrVi0AyqzgB+FRgfTnlBqB9q2JAZ9spbfLZg4jzJhTYldsV6r2nBzp37oQD/FHcuZEQQEqAxZL3GnFePJLzEgAd8F+VmVQltBJglC0Ilo/SZVYkJ8gOCrDTgbkzqao3xO4ZCRQnQPv+LLlWgajSX9XFtHPOeYCOZAJvvHA3CXRcUNx7tIOv3bkRbUMhcX1yjP/h+385CnQAICQFb1kQ6DZtCO4+3sZHh+lgm+1ihS9eux0FOgAAkaBX1kGgs02IxO7uAvnLZ8nxQBS0pYaTBKj2BzZoCWx/KDB+nA4Aqi5AB9ilge7sRZEO+pDA9gfA7rfT27goBZbPiGQQF5AGOjskBZqtdBuRK+XAoEvRiqafB6gXuUFfbU4Gq9oAAFnTKNAZyR/mg/NmK2Jf/FMyeoTBvlqjTNLyR/d2AQCvvfZa+ocJ+VRQZ2gyPz4CpEQ2JyhO1AIWAzs+EZC7Dcg4kioE2NxYTEKORBTsaANbRYBFyguxWn2fz0m03A9ZMWRzqh5uo30JjVep9A+sDphZTF+tinDMlvFzIKmO8tT59KLZuQm0hioeFMDLTVHoWAUOyVREsArnT4CdY6KMiQmIoG04TQ2gPi/OJFgjVX3aBAQDAOXxChVGe0WbeHZym/CYKrBJPW1EOu1D33Mgn6vrPH4QfjxkKVBeWGG8s0b9TJoSKVf3QvE4UgmCScgRh9hqsXwmfPJ5DtR7Ig10UoEY4QTsjOHx3Z1gu3Wdo74/gaQSJLKgngfo3FQG2YKieRC+qdqGgd4dgdYkDnaSgJj6sLGAB6hnywaSREBZUgmMOciIY301fAAm+II0FPwsvGuKloA9KNVLY0XAHqergsiS4/Tl8PUzG2GWqHgCAvCZcg+RpVAVRCJzr64MA92bz9/FxdEc12cnwTZcUBw+nkE0FPWywH/85IVgu5K1+O/3vonPjW7jj1/8RrBNKyi+c/cqREvw3fthP6BWUrxz/xJ4w1DXced1RiT2iyWulKf43c99HD4+AFnGkeU8GaU7KhowKjEqEo7wOoOBJEg6utMWEJlKmRXuCNh9TyBbiyisSQKsrmoXEgKsLkfWM0JU2qqxRDuNmV+A7Q+VFjj14iyJGksWaX91EzCWEqOBTEUOt2PABM6lqknwUpXDS0XptjNpFRsxsfXhQ64WjtTbav2Up/HO2O0RWJVW2mQLYiOCU+XiRo8A1khM78TPQbutSla2M+PYLfH2228D+B2Eupdffhl5noPVNcqDBYoTWN+sENjxiQBmLYjOGE6YBNFBElEhCIKdWWzNeCGwYzUBW25KshQnFMXdQC1HN1AgAna0Upu9yTETAjvSwuaTIiINdkaMWckHu44vHAmDHS83Nz6gHrYg2BHpFv0Igh1thoMZ/NI2tOmDHasl8vmm5iSReGqw6wRnSCBf9BcKe56I/7tuO8LJ5noRGQQ7A3TmnsrP+mAnS4Fyf4U852BMYLyzhnhx1YM72m4WB6O99cFOMgmU+v6nEmK7D3ZcpxtJ1VDsHDe0xi4Adus6x+rORltEOHpgdy4NHdAxW6lcd32ws0DXbExFPbDTQGeAVYYCHoBeCpgQ2EkqgZE2rxAJMumDnSmULplUz2lLemDnAh2g5x4DOwPaBBBbbQ/sJAXqnc1GaFM7eAfIZ938XaH8ihboQm4rpisNdLuF2uknWd0DOwt02gdTSqCpAs7rrMUf2/0WdukSDBLX86Me2LWC4lt3rqGt1XVt1lkP7FygA5QG9Kt3upF9BuZ28hWY3p2fGZ30wI5ABeEQ5xSGwM4AHQAwKpG/2NfWGZhzl4oQ2FH9MgGo69IDOwfozN/jQ+8+cIHOzLuQPbCzQGf2A4Y+2GmgM3noiAR2v9U/Bwbo3OMNiQWVhPgm5Wqv38YAnZGYqw8vN/OSLJx+xd3XEAE7C3QJqbcF6m1HS9mGwc4AHaDXz8B+1TtPgbFHjzZAB6g9NQR2BugAaMsdRzaf4/j4GEVR4OWXX04fWEI+FdQVRYE333wTADC++6gbOCCA4rQLNZJJEC9juIE7C3aBDdkHOxfo3PHYinQDFbyoTsKVT0BxQi3YWS2dP54Ddh2gswfTBzs/QtSA3ejRxiQdUtv6YGeBw23ngZ0PdLavTGnlbISoqa7hjeeCndJ4ps2usVqFPbCT/Yf5acAuFG0bA7uQitsFOwN03aCVLti5QGebeGDnAp0RxgRG47qjtTNA5wfSuGDXATp7ArpgJ7LzAZ3R0nU+88DOBzrbzgG78wJdqE6mD3Yu0Lnz7ICdB3S2/wDYhcQFuw7QOQO6YNcBOjtYF+x8oHPn7p/jnubUAzsf6Oy8ubNOBYAOAMBkR1v3NEBnxAU7H+hs/5ziK7c22rqStfgjO9/BLt305YOdD3RGXLDzgc5Itcot2DEiLcwxT93igl0I6Iy4YOcCHaD2memoRvbCxo/PAN2QuEBnf+uCnQ905neNtGAXAjo7b+ezHtAZccFOAlsfoZdYOF8AO9/enGMf6Iy42rpsQZ4K6AB1T1e7m799oLPzctZqXsoO0HX6dyS0r/lgFwU65zIYmOtZZTzfOxfobP8e2MXOk7unGJhjXvoaX1nSATojFMjOVK7GN998E0UxED2ZkE8FdQDwxS9+EQCQn/ZzESntGDC+r7Vl4/Dd0wG7qPe9A3YRM6HxPSpOKYpTGs0dZ7V293OVlTq0Tmqwo3UA6Iw4YEdaBP21iFDfZUt1Y0QdcWGqLsi4o60LdgT9G9/0RaGT70pldo2Mx8cSPB8GuiExvnj5XCJfRMxnTwB2qbx4LtgNpWwxjvc9oHMaGD+u2DXugB2RHaBzxWjt6sttD+jc+WRLID+hfaAz4oCdpDg30IWDLBRAHX20FwQ6244DbEHPD3QR518DdvzWpAd07nxpTZCdZEGgs+OYgAf0tXSu0FbNvQd0zoBkwrG+1vaBzg6m7hNxXASBzj0+q62LmcI12J28KoJAt5m3siwEgc5MS5thPw3QGZlkNa5M5kGgA5S2rloU+MqtFyzQXWD9YAYGiQvZPAp0Rpp1hu/cvRoEOiPVKsdv3L3Z0c6FZL9YJoFucwykB3RGCJGYjStkL8wHgc5s3iGgs2NlEu1UBoHOCG0kRo9FFOjUYMDqCsHpSzIMdEYYLNBlkTW0mEvsfJtFgQ5QMMsnwkLK0wCd/S5XGrsY0AHqBT8/JRuYi/Rl8+aFgM52psBuUEMn0NXOheZ+WiiYCwCdERPwmQRfzSKudi4k0zsE7bYIA52WP7mlKkj8wA/8QHzi55DPDOrY4gChJMREAKsrEtnLZygmce9zQiToUY7sMLGLEYBWNFgc1x2vusQx+oHHWF+P+1KwymTCTj3d6aTBAACpKhcsr4mgSto2y9QGnYo+lQAGkywTp7pGQlRaEpJMimyu1tBG3o4J1vsDZmQG1DvpgIZ6m+DkVWCVSNYJACIng+ccREFp6lyJXKLdU5t5VHTEYRIOxfA5AoBqnaO8n6UdrvU49DRxn2uwW11LDypz7Z+aWOBIq6Kjk8EaUOequpRe4UWmF9/U8TFAXKrR7if8mKgKCBiKvj1XktgM4FeqpAO05ATZKQONLN6qEYCWgMZjAXR1C4LRbCAqiQJyu8HqRvz6mejqWGJz264UqC4PAB2TuHzpNAp0gApkOK7G2N6OJOaFBrtVjkfVNAh0RhaixG++81wU6NSkgOmkwngUvw8Ik/hDz76HvYFoqoxy3Lh0NAB0au4hoLPjEYlreyfYefVxcjz18jVs2gMQBToAkJTg6HXW02r7kp8BowMaBzoAkMDkHokCnREi0s8nJDC+y5DFbwMrQ+urGhCDz2m9O3AiCcC3ONZX+WBe1e0PMWxy3RcqIjgho/sqkXoM6IzwK9Ug+K6er5NABwCryxJ0SeOBfELia1/7GoD/BqDujTfewHQ6BWtqNOPww8JH6i1pOq6Ql5GF7qDE5C7F+IBEwY6dMIwOiTb5xd8yZC5wcbbAtecOsboZKwipNupsiSgkquADFcJcb4e7qbd1UtlSorrAUUUCu0xdU9KSKNgprd7AUyQ3/2VVuNwUbWBrDdJKOWiHJFsSjA5lVPMJaKC7oCogrC+G+xE50ExVFYtmSlDtRNoxgnYsUe/IKNjxkqDeVqAcA7t2CiyfERDa+Te0aIpcQkw5kKkUOTGHXNISsJWGkQhntWNgdVmA1BTzx+FyEctFifyDkYJoooJgokKURpkeJ5zvqQRGQtVKDIjMBfK9Cvm4QXspAhk6BYFJoh1bwGQGiO0WctZi9Ux4PJEp3xdRyGhgj8gBfrVCVnBkkxb1lf6zJ5hTj1EHBYTEpmtAwHzizIlfU+PRCPTIliJ7lCu/Pg6wZWTJ07koiUTU4VpkAH1ugTxvUW5F6I8AhEr1LxKsYdLiSKhUC3QoMjiLa64Jk7hw8QwZFbi33AnPW1LcWeygFRSTssbufriqBGESN64cYd6U+OmDHwm2OeQz/J//058AWTLIReSBIcDOzhJ5phJfx8b67175Lq6Vx8gJx3aEVjgo7q52sFVUuLZ3EmwjJVCvcoiW4vFx/G1wZ7RGTjkuTpbYD4CdLQlY6SoeichMwpXV5dEXwudAUoLDN9lgFZrysd7P1sDkk1ggEbD1HgOrw8nWjZha31vvxQqRA5PbmXIZEvEIfz6Wth5qqiSZiZbliWVsfUHGtZRQ8xUjoawmuUC7FSeo7fdV2crp3Xh/9b5Od5TYRkePqA26is77uQrr5yrQXGD1YvwlbvV8DTbmOPzB+LznN42GMT7edP0AJycnmM1m+NznPhdveA751FCXZRl++Id/GABQrm9h+Uz3TC1uSExuKidVRmUY7DTQsVoByfiAYPp+X2tHWrK5GFp74p+o9TMcV2+qB3aSN0Gwo63jZCrCYOf6tZncNMtn+nAnGTpZ7at90QM75S+nx5NhsFP56OI1SNVg6ECdOgcBsJObfpSTdx/ssiXB+KHc5MALgF07UUAnM+MfJDF/lvTgzlSBAPS5CoBdtUOwuKkmJVkY7AzQyQzq7a3sg107BRbXBWShQsElU4tBD+wINnkJCSDHwqr4bZOWIFtujjsEdu1YaZpFDkAQkCXrgV0H6JzxfbATbFNqzLgKJMGOSCCXPbAzQMcyAUolikkA7PSi7d5PIbCTmTIXkkyAUBkEO5EZX7TN3z7YWaDT5mlCpAK7y97N6V4XIAh2NrGquS6kD3YW6PR4lMge2Fmgazf9BsFOdHMXhsBOZAB9foGyVGtJUQTATgNd5+Hz8ttZoDOXQZ4T7GRfc0SYxN6FM5SZOsBVk/fAzgBdw5mZYhDsDNBN8hpCEtxbbffA7pDP8H/6T38SOCrUGtOSPtg5QAeoNX+21QU2F+iMhMDOAF3NM1BITPO6B3YG6KQ2lfE6DHY7ozWYftAJkdgeeXOS3cA7AOFKCuia/5qZ7IGdpASHn+8CXUgDZYDOjO/7yRmY23qPIVtJ208I7NrxZoxsKftg5wKdkcDLi4E5N0gvBHad9CckDHY9oPO7cYDOSkDTuv3+BugAta5N7/XbWaAzEtCKlYe0s1+Gslisn63BSg5W6nt41H8xWz1fW6ADALbVBMHOAJ2dUuA5z3cqjD9W/nQ//MM/jCw7R1RcQj411AHA7/t9vw8AMPnoAcRzawt2i5sS5SunmJSbM2fAbnt7ZeGONt08a7RRoOVq7dgJQ3nse1h2wW79DMeVFx9hVmw688HO1NX0HeKzJVAekQ3cefZ/qVOLuFq7ehuoLnpPRiY7YCcKoJ10NyUf7M4FdDGRXbAzb32u+GDXATqnHx/sjG+e+zcvFZAZsFMJf/tA7IJdtUNw9nzXud4Huw7QGaF9sBMMCug6B4gO2IlcQvi1OWlXY+cD3WZeG7CzQOcuagGwkzxi5nbAzgKd88Q9Ddi5QGcPLQB2BBufkM5pcMDOBTr7Ow/sDND5sOuCnQ90ti+iKk0YsBMMaHcCr6sO2PlAZ8QFOx/o7LE5YOcDnZ2TD3YinIzaBTsf6Ix0wM4HOtNPJrG+0tpj6ACdPbgnBzsDdGMvD50Ldj7Q2TkBnfx1LtAZ8cGuA3TOfDpg5wGdkTJvLdiFgM4Icx5GF+iM+GDnA539rQd2LtAZyYjA7ivq5d8FOl96VXUC/lwu2Fmgm/YXcxfsXKDbNHC0dRrosqW0QBfqB+gCnT0+F+xCQKfF3XcN0PXEfVc1fngBQHPBLqqhc0CwB3TmeBxtnYE531zsAnC9L/pAZ+btgF15SIPn3D0v62frMMQ52joDc8yLEaCzTefzm32gA/Ta4zzn+Y5ay984UPP8vb/39/bGflL5dEio5ctf/rKiy6MlRmfHWD+3i5NnKMpp3QE6I4xKMMpBqcDjR2NMQjXxsNHa8ZNcg1CgkQY7AbXZu0BnxIDd/EqJs1vb2H63v3iaNzTC1YPZbIUJy2jtmh21qQX9gjTYARTZMmw+IhJAS8C47GjWouJq6QLf0ZYADWz6iNB4tAIymALhkTGgzkMzI6givhBGaycyFSEUWggM2NU7BNWeDJpIFdgBAEF+hrBTufNmSiSwuhqxjWmwa3Moc1WkeogcCzQtweRueBFX89L7eSxvmgE7TEBLjuLjhE1EL3Z8JIOvUAbscJxD7MY89CWQAxIckKQDdPbQNNjVl4DsQRFPhAsFEJIBzV7TATo7nAa75U0JtqRRs7TIAIwkIEgPsGxfRIIUHIJlG7NrSJiELIRa8GLXhQCiBMSVPtDZYyMSyAV4Ew/6sJHVEaBz2wkWBjojRdGCbKsgg9iDR8Yc6ytA+TDhb6mf4cF4JUkAGgY6I6smx625cvD1gc4IowK7+wucnEx6QGdESILDahoGOmc+pAXkMsPutdMe0Bkp8xbZ7gK/5+rHQaADFLRtZ2sctZMe0LltxlkTBTojBuxeuPqoB3SAui8vTpbAK8DZNy+ki8PXRAXtJBz0Va7QONAZkQTWhag3J6leyKcfM9AaPZjrHF+pwCYEdEbYCkmgA2A1+vVOIkABSluXrQb8DAmw1gmaz2tyDQqVaLc49r+e9v2b3pM4+nxkD3bGKg/VgUUTz+ufx4AOUNq61YtQ5ysa8Akc/iBH+ZANFgzIdxSVskyAHc7xySefIMsyfPnLX47/8JzymWjqZrMZvvSlLwEARm/fV1m+JUF9f4LDo7iPw8nZBGxFk07/VINK8maSarFnk7hj8iRvICSBZDIZ0NDMVJ1OkXBuVVGJ6eoTyCSabZF0+CdSJUEVry6iiVIB9YA0WyJZfcLmURqIBgUAOZClXJigjkSWbqnNo6kKFcZUkKyawSSqiwKLZ1OrqjJft5MBP5eWID9lg87nYiRQXUhTNB/pDPLRTgiyRzlmXx2HC3WbZpm+xol7XBKovGRVyvFcWp/MmFAqlY/dLo+W6gP0/bQ74P3bUIzuZ/10PwHpmY38eWUS7X4bBzojBODjVFCLNrfHfLm0SK6uTbINAFmKtBO0VJHT7d2wHyUAcE6xPh5BVgMP3sirMR0eLhwR7Yq+xlUTPz5KJLaKCtMAqNkpQaX+KMdNEOiM1ILhn9z7kTDQ2QGB3WunwRd4d04v7R2iSSxQjWR4d3EZ99fbQaDrzJ8gCnTm+8l0jbMq8cIFYFUVaJ5JlY/R2u0BoJEEuPd7SRLoAPWSOFTVhmvrTmqs1UWC5VUysN5L7H+DJV/wAGD0KA10ADC5T1AepduMH0rMPklE+kI9CpO7NA50Wth8OJjj7HmkuQBAfjQAdGZePGxmdSU7yKNAByjNMWlJPEG1lsl9guLrU/tyPn5L1Vf+8pe/jNksFSF4PvlMoA4A/tgf+2MA9ASlVFqoNQUellGwEw0FpHpLiMGPyNW/YL4ZLe1UOXHz0xzvfXAVtx/vhtu1DEQSZR6NgJ3MlMZPFCJea1SbZklLbL1NX0ijcnCJQoIXEiKwodW7AuWNOaaTCtPLcbAzpideJsqK6SgkmcWd9Hm5ScZ48gqwvNpfFJW5WDn7swrRDPhEqv8ZqnZR7wq9WYXbyExCzFrw3RbVXiqSDJBUpURh84CmtSHI5lSnjyHp6FKicgWtL4XPpShUxJak8ajXbEUw+4QgP5PI1hJ5oBKRyPQbPJPD6UmoNu3EwK6loHMVwbk+DJO0lCpfF502WN+srdmvM6dcor6gNWZSmSmDIoi6/mugOA63oa36LlsSyE/Cu5CUBKIlKnozBXW6jJ/MJXgoi74BXwB0RdEch2863lKVTiXhCC0YFGQWIl6SS2vPiSDITykWH+70x+IUy8cTlfdKEMh1vGIG1gyySDy/FODbxocirsHIxi0IleA8ck2I/P+z96cxn2RnfTf+vc6pqt9y7913L7N49vHKGBsbnNgQ4yAlQABBEJtYYswLIImDiAIRJApLEmNhQ4JDMEECR0EKCdHzj/LAiz+P8hAggCEYL4DtmfHMeKZ7enq/9/u31HKu58V1TtWpqnPq7lm8zyW1ZrqrfqdO7Z/6Xhs2x3NkqkSmSmyO+29GBrA3m+BwLoG+lw8iWWAACqNxXGTYuGcvvIJmbLxkHysnAN1d67sY6wLzKsVTi342mQO6RZUgrzRURDorWeHi3iaUMsim4Tc1EbC6Kf2Pq0jHCWbCxd1NlIVGOi6R3xGYvz3/xJDagrFdJEn+qTaqwY+laiTlqma3x98rxZp9hkeYnQlYbonSXmXAcjP8fE6P5E92yJjciN9345vS9Wftk9FVML1M0EuGGsjwnFxj6BxIZ4z1x/rHnBiYXlaYXFFQS2Dlk/GPEn2oQRVwcF8c2vdeJuW/hqAu3VXiwRqgHL8vuv5kXKGgCxPoJUAXx+FxGOC9TMo0DSRpTK/IscwOuP7hfRflHnUM9XztBYO6L//yL5cs2MMF+LFjKPviVSUB1/tgt7O/ArJffy6+ana+DXcmtT5pe5BYN4Dnm2v1QiWBFgqLG5Me2F05WMNix54QF/fWAbt8HViecoFuCIKd+5p2bhQqSYq3du9lP7yGHGx1xkq4jm1JdRUEO5NyoxpSBOz8+L96W+1VqhGQbzTFGKsJY3na9MCOiZqCvBwBO27iGGNgV43ahXNDYMc2MxW2RiGvllicj8CdPZjORdEDO/bcqRwBO0MNPChGudYHO5O1G19T1W9encwJKxcJemF/axAGO6ssuYmHwM7odkFQGPTBzgKdi2XRx6oHdszy0QImkAL0uIJaLVpg1wI6e8xCYMdLjfEziZt2EOwc0LnEpWy/D3bMhKpQjaJCEbd4py9zDOx816Va9MGuBrpurKhnNdCl1v0zDoBdJxzCZUW2tuUDXT14AOyYwHPdKKdJ4P5VQLnRaf3VBTsLdMoWbzeGsDdrXwM+0Lm/d8GOAezPJqgqVYNhXiRBsKusfKOIcWpl1ge7DtAR5DnWnZMDOmd55ybwgc79Rv7bvgYc0JV23klS9cDOBzoAMAzsLbr3SgN09a6MutdAA3T12IFi0+VmJXGi7rpOwiq4X3S3GnEP7Hygc2MvTnefzQ3Q1f8W+I5IjyD1PivZhs7DYDe+2RTKTWdhsHNA5yzkOXdAV29/1t4WMTC5ouRdsrT3U0CF04dagM7eU+WYg2C391ILdG78gPemBjprIUiuOxHZ1UICBl2cgC5O6v3TeRvsmAGzmzVA57YXEIQc0NX7+4E1pM/s4erVq5hOp3jjG8MZ58/WXjCoG41GePOb3wwAWH3k6dYBVYWA3Y0nTtVwZ4p2FgprCUj3Vbtu+ycA9kXZXMzlCnrxb1RSC+yuHKzh6NoKyH95BcCOE7T98xbsqmkb7kKBzr5qRwUFa2L5YJdvGozPtzPQumBnUikf0ZLGY2CH9jqcCBA7uAu1xWKNFtiZDKg6Hys9sOOAetUBuy7Q1dvrgp1C+yWvGBhV4NU22PUajHTAjgqpjN7eWAfsHNB5m2PdBrsu0NXb64AdVWiAzlkH7EyCfjmDDtjVQNdKoqE22PlA5+2bD3Y+0LU2p9ACO+4EDtf/6IEdLzXGT6eth3QX7FpA583JB7se0LUG8+ZQ9e8ToAN2nkrnb88HuyDQeesCHaDz5+ODXSS+VeVUq3VBoHPmg10X6Jz5YBcCunqjXP/XBzpnRaFrsOsCXT0EMRILRxVTDXRd64Jd1fHH9cAuotD5YBcCOjcPp9Z1gc7fnm9doHPmg10X6JwVlarBLgR0bnu1WhcAOmf1fUFoYK57T3X+Huqi4INdD+ismawBuxDQOfPVOgd0XfNVtvFNbgGds667swt0bhwf7LpA58ypdT7Qdc1X6xzMdcNLSi/Lfu+lFui6z9XOX7tAJxNvg12QLdBW6+jipAbR1jruMvHUuV63Ge+v0yvUAzoAyA4Yk7+6BAD4yq/8SoxGw6ECt2rEHKgY/Bztox/9KH7wB38QrBSu/K2vhgm0ujCpDWyswsGigLxEk5nt1TkgZVIl7q084rbjlDE+LVfq8lokSKG08yBvbsHBALLB14PVyBnRCv/1OiVQbBlsvGQ/uLyoNI6vrSDd0XF4Y9RZs4MFFFni/8QNGJlPBWQHSpIVBjxIUvR4YMdsDJKDxZgRW5VuPBA4bwh0lAhIRA4mU/MgjMZGkSQpVCsmKtVTRUgOFdIDQr4V3z+2LunpZepDnTMlSSaz8xwvNMlkQZhbQNdexaoVSzW8bysG2dYCVRmPx2MDmEUiEBJrBE8scXSXk6ibqXW8I25paV7PqG5bDsY8SVAmRaEOgIDyoZZrJbaaVUP1PJDZ5m9OA8XpgSK+TMBCYXwt7iNnAop1g/Fdh5hdW4lvjAAaV2Gg881AMrlj58SOlYz7QOdblpW499ROD+jqzTBhUaW4sLsVddsCgFIGL9naE5d55MFrmHCwGCMvNdbGw8GUt6/u94DOt5GqMK/SHtD52zKs8NTeFgxTD+icMRMWR6Mg0PmmFeNoPuoBnW/FPMXoYjb4/DaakZ8ZeHYBEn40U3WoTnjiwOpTKgh0vinbT3yoQ4IqgZVLHAQ6Z1UmtfWGCuUWU0I1lgkP9QKfn6Eo0DnbeYijQAfYR8AEWGybwVjhZEHyDhuq+UdNWbKhWHC1jAOds/yVsxroYlaN5NnbgznfGFi9oKLHkcolTj/+/yLPc/yH//Af8IpXvCI+1rOwF0ypA4BXvvKVePDBB0HGYHrhqfAGC3FXDmUbsbZJBpEMVGcmkReynod3gwrCYm+M5XEWf8EmAjtUkMQ0xcyqHCcFlEoZkBM4mRAFDEC+dNVKMZis4WL6kiMCDbzMqjGj2ByusM1aYu1i2a6AhVUzDLQgBjEw2pUK6dHVCsLohobeHQhmr+QaGarG7txiPZXON6eiDhhrti3VBleTaY05WmDamSqArFt+x19eAaMdFY1VA0Sx0zNV950NGgO0VCgWJyQOGAqrSq2VCCAMdt/gBJjfVg4DuxH3NA8lfQAy9/yEm8kqdCf16OSUT0ywMAlAixO2p8LNxethWFoGzXYHsoMAubePk0GgY83Izs2Ggc6OVRXxeVeVwvLhDfzVR+6OrmNY4WA5xigdjhZnJhzmoyjQAaJorWT5INApYtyzvoONdLj9wX4xjgKdb6dWZlGgc8bcd/22lxNu3FgbBDpmgt5NBoGOFcPcP6/FgphRfgLQQdTfpa0DGt8gMLka/yD31xsCOqf05ZEYPGflRNTAIaArVpsGAEOW7cWBDmjcsCc9nydXTwA6AGZiUGyYQaAr1ow8uwY2N79Xduqk5K/0MKDOddc56qtzreW7F5DnOV760pfi5S9/+fAGn4W9oFBHRPimb/omAMDKJ59EqG0Ya5YHtXW3hi5W1oAZMcpVg8UZE8wmqd2J1s0WAztUBK4ISOI91+SGsDXDIg9+MuIWG6R8atzI1SRcp0fKiRDSPYWjh7ewd2Wtt87xbATez04ESLLzVhWiYOcyK1kF3AS+KaCaMvIISBvduFeZwnCnllKaRJUi0YfATuWE9FAUveyAoG9EsupY/nDK0fRwqmQcqT0YURYSaUmFgX6IlCukh+KG1HMKZovVx1HLi392e+gAAFUq46RHTSp9aN+UTejIIuuoOWHlaVFPxzciCoUGeFKBKyVJRwEzto4YlfajJfYAZQAkiubiTB9sTAppWzYyMKslFufC8GNSiCvTEBCDEUOguQaqgQc6i0o5/BEhD3MoqXMXzC61CjOIoXICHQbeoEyAfUCbsYmCndHygYRSDaovVNjjHMvB0IzJ9gyTUYHJxgl9nyCu8RC4V5WC/uQEybF8JH3wQ/f31imNxs5iiooJWVJhGoExIsZklKOoNGYDmbVFpWGYeu5RZ4oYd63tYiUZfisuqhRm4OQ6lQ4AVtIc5zf6mUjMhPnRCIujEWAIe3th9ZSZsLezCs519AOImcCXx1K+JOKtYcWoHphjMl0iiZRuAQCaeeESMUF/Kd4cSQQMrMTA6gXG6kVGOufBLgqujNXsTOQ5QcDsnBJ1aSCJeX5ayXwGALJYFegjFkgMjrNNmG9LqZuh6giAjX64Eb8O1p4St3Ao+cKZmTYdKaLzXpNwoFgCCiBApyeidi/vDL9QVU7yHDHxBLL0UN5xVFI0kQXMuE/tAgC+8Ru/ETTUA+9Z2gsKdQDwVV/1VVhdXUUyP8bqJy73gg/rrxf7R5IcOoO45RrgTOBuME3YhMGOE24quhOCYEd5476si8F2wI6MfUDbh5Br+RWK9/P3y2QBsLOwomwcWHYt6YGdMerErwABqGadENhVI0a16sUlRcDO1e1iC3aL0wG4s/vkB5b2Yt2MAB0AUBUGO7+Pqrh9A2BXKKi5rrcRAjsHdO7dEgI7k9i4FxebFAA7yhWyfRvLwQ10D5UBYDUAdtTsZwjsVElID5rrLQR2ak5YuSSyPRkOgh1rSBs0l8VqqAd2NdA5BZoRBjt7/t0xCoEdKwBZcy2ZlaoHdpxI3+U6hCEEdjXQ2S8DEwA7C3SDRdsc0HlwESo+alK0Sg+pXNz6PfMu5hDYGc0otkxbhe+efqcKs3eDdOPvLdC5BKlRWmK8foIsAPQL7Fqgc89XMuiBnQO6wssADYGdAzrXNzUGdg7onHXBrgt0igxGgZ6IzwbogKY2nW/MhMVxBi6VfLQDMLnugR0zYW93BeyuwwAg+0AHwLaHbO+bD3SAHLPxZh/IW0AXMQd0zdidFRhYvShZ9YkN8wgpPq7clxvLjPpgxwTMz3plwwiYB+DPAZ2zbkF5oAE6Z6Fs/vk21RUrgvsWsFDYxNpTDdAB8axaB3TOQtnsDuichT7afKADwuVNHMw5L2No3g7m3DMtBJHlhKDmz+CZZ57B+vo6vuqrvqq/0vOwFxzqJpMJvvmbvxkAsHLxUSTHXD94nErXsg7YsQ64LzVaYNdqY+IsBHZd+duBXebBHaPlCnZgl+zrBu4YPYJh6qh21H55uH/zwY4q9AI4VdEGu+PZCGaoJhTkoZAd9F3YXbBjB2LefFjZLxr/3zsPGJNxS7XzVTp/LLcNN6e00wO8C3Yq77tKe2BXKKhZuwBtF+y6QFfvfxfsFPpZhMTybx58BaHCA7u6jpy/ShfsnErnb6oDdqokpPvtFnFdsHMKnR+z1wW7FtB5c+6BHQdCCkJg131fdMDOpOiX21HcAjtOgMXZqg9WPtj5QOfNsQV2zxHo3JxqtS4AdPVqSw/sPJWuNW0P7IJA583FzbsFdP7+uRyMDtA5G2fFyWBnqIaRLtDVUzFAeiDHOgR0zlIvPq8LdM66YNcFOmdNpmpYoeuC3bMFOn87Tq3zga73e+teZSbs7qwK0OXdUgDN9rtAV/+7B3ZdoHOWpmUL7KJA5x3aLtDV806b95EDOt+kJIj3cWJhrjuWgzenzs3Pqn5lgs7rpQt0gE0q8sCuC3QyqbZa54Cua7ek1t1sxnEw103c8LNqzdT0gA5AS60r1kwP6IA+aHWBzpmv1qlIyJiv1jmg643jqXXlhMDEeK3aAwB88zd/MyaTEw7Qs7QXNFHC2d7eHr71W78Vi8UCBy9/I/LT51BO5SAPJSK4aulR1KzkhaQXFK2fBiUP4XKFYdbLYTfJXEtts1jstPKgbOBBRAaNkhXZlsplzjGfv0kZ+dkSerUEXxsO7tILQrYfn48EoEoCSTS+z77ch6qku96HKqfBfdNLQrbfqHS9VTShWBEwjNV9Yy0lV6q1Klo82CWhJLOBmlGwiuOYsTxT9aHOHy9XyHZV3AVooXwonoMMkO4rjG8geq3JfOTLNiBc1OuwkgdZLAlDOp1IVw2zFmuXgLpdVUulC6zHigebxYMlboQTblS63joALQXCByu7w0JPdD72w8eGOcQHiQCdv8pSIT1Ug/GYrAGzUQrQDd3btu7UYJysc7kO+YoTxvjccQ/ofFvkKRYHJwd2plfTXq/qeipKkpTufPnVINA5y0uN+TILAp0zRYy10TIKdP56d67uDbpcS6NxWI6eE9DVyyExf089czpeXxEApZIU1YO51qQZat+2oBxINFMFUD4wx3Qa37fD66u3ptDlJyTQVcD6E+gBnW/FRHpvD43jEgxj9UMBGzNm77Mhl2RdsD52KBmYXOco0DlLj+PLAAuht3FLnQtZsULYe6gcvv8LBbWkwbqgqgCqLbkXQ0DnLPuYJFgO5QC4dolDsYGT64xqTDAaSPeuYf3hP8J4PMZ/+2//DRsbG/HBn4O94EodAGxubuLrvu7rAACTZx4FVVLfZvUphWwnloIJ8MiAV8u4b9y5Y6fcayhem80ITY8INFR5ngA9V0iOhmHtxAQKWFUnEtPltkWGBvu7qoKgDzUqW6Q0OpStVTYUG2EyW+Zl6OwSAEODHRpY2aD//eFxqlG8eLTMmSXpYaAMC1VAeqiQ7A9nH5oxY3m2Gu724NzbB/GHOhVyLQ5mShXA+DphFIlpAxqX9VCShcBxfLlbx6TA0d1DSQiSNDC68yi6jlPsuFInXrdQECUtZlb5SYZ6krJV/YZ4jqX8yGBIgQJ4per37O0YlYTR1RMSQ9KTE5qogrzUh4CuJIyv6ROBLjnUUmg9ZkpaoC0X8beeYYIxBD0e2H+S+oPF9kDlewXwWonrB8OV6RUBi+MsCnSAtBJ7cP36IIgBovadBHSf2D9zIhi+fvPC8JzBuG/tJl559+WByQDpqEQyGjhGLGAsgezxOSUzUV6GgI5tFvdJQId4En9t2T4NAp14Xk4Yh6VUxhDQAUC+BhTrw0CXbzCWm8NJGottxv6DJ4NhFa7Z2zIz5hO7SIh3bPhA8qivznVN5QQ9KQeBrjrIWu7WkJnUiiMDQMeJ9Ep3sYpfOZWd/Lqv+7oXHOiATxHUAcC3fdu3IUkSpAc3kBzcAJUin06uIQ52iqESAxpVcbBjiHtoMgB2FqLSg0j8DAC9l2B8nZDOgGyXoANfvq4enrhNwyfXKXDJQpIf6kbhgXmTsf+NTbsiqXOVDmSr2jpa0qkisopzcxtEM/CoICRzCWaNgU1yRFi5BGT7jNHOgOKTSiusWFBosUKYn2WbORrOapZjzVC5jWsMwCZrcYtxalCuV1gOlB8BS6ZishdrXIq6/Vz0GcEWag8QBTtViEvVJI3rIzTvcgpRmWINI6bA8v4F9Lk59l8WnlC+QeDXHeDU6gyrp2bhgaxSR4rB48g91FWeQi/bipDdlA4WyYyQ3Aw8tW0PXLIJD6EioM266IU69KaVGFBmYFYjfV1LwmhH3PyjK/GS+w5C40kYZF34BBW5X6kkTC5pJMfA5FLkGrJARxXi6qI7D4qj6pJhwmIpfUyVMmGwI4nzUcogWS0wv6sf0MMJsHiJ9K8sC429o3AZp8oo3Ly5Ci5UtNuPVgavPX0Jm8kMr9i6Etk5u10mPHUUTgkvjcYje2dxnKe4fBzuXKGI8aWbT2I7PcSXbT0Z3c6Z8REmusC5caB9CwAQkK3kSJIKSaCnsUwWSG8k0DkNZicnM6qb188f3gyuc3hzBUc7coxN7F6z8ddMw5n8o13JKF1sxZMdihVxgSaRWx/cdIgYX49vq8rsnAZgLd+QrNyhzNzFaT7Zk+GUvthrkYDjOxmzOyR5ci+SBJqvEfI12f/pU5F738W6A1IuK2LpkdQdpafjbs/qIANVFEwacyYJWIh7AwGbpNic+2T/Oj74wQ9Ca41v+7Zvi//wedinDOrOnTuHr/3arwUATC98FC4TVucCdmuP6yjckWIBu2lAtbNuWlai/BQbJgp3qhKwS6+lPbijQtogUQXb3gQ9sGPAuypl3e5LiQzqh7qyoNQFO/di9AfugkQ1ZQnqBywo9cHOwaVbJwR21ahTjDkAduLClPpnxAiCXXJEWH1aZHpVCditPI0g3DnPebHOmN3Wb13DWuYqcSq2zEoI7Oxhc8kUPbDzg0hIjlcX7OpYRztOCOyoUMh2/bLsgfCssnEZkAmDnSoI2a6NkSMEwY41UKygufEDYFdOgeV9C4wmhTR4DoDdcpNgXn+A7bVjKGJsTBZ9sPNcryAGpaYPdjFXYrdwsfFCBWzcXw/s7D1R/yYEdmxj5PzfdJ+T2nYWAWTeAbBTpT3WFsSDYMeizlIzVCBekuqPqzp2snO/1kA3d9dQAOx8oIOc3p7q4wEdIArqwWH7ReIDXb397sXogM65qImhOgpDDXT23xkIgl1lFG7cWBPXJBPMQvfATiuD120/jc10BkWM0+nxINgZJizKtAd2DujmhRy7RZH0wM4B3Sl9DA0TBbsz4yOM7MNvpEu86v5LvWPkgM5ZutZR2Dygq7cfCHZ3QAfINZQGSiYd3lyRWFEXLxp6k1qYq/NmAq+70S4J0Fklv6t4MQH5KtVAB4jnowd2HtABQLIMg50DuvrvAa5xQFf/PfCsdkBXrxP4wO694zrqIRMwu0PKEbmSRGWgk4yDObf/QTWve/wD5yM9sh48e251IPG8OshqoAMQFFfqRJCTYC7peAyY8ddpBwDw9V//9Th37lx8gOdhnzKoA4C3vvWtGI/HSI92MLr5TP3vOmekx23VjlMBOWcUUu3sg9iZq87fUu065Kwqkdh91U7vJa3ATMC6/zywi/WaDYFdy2ydLh/sKCTPd0CCFdqB7yGw406wphfz5eAumIxi7Bzsi4NMez4O7PSyeZGrklq1elQFJIuOakftY8QkDw1ftStWCIvtDnipNthJ+7f+zeODHevADdYBu17yCvpgR4USBar7MPfOhyoFGlrHqAN2LaCrV2qDXQ/o/PVcwwgP6JyFwI41sL3WBKbEwY5b/x8Eu5i5t09FdSPs2rpg55Ieurvmg50Duu7mfbCzQEd+cd0O2LWAzhujBXYdoPOG8pIwPKDzxvHBzge6eowu2HWAzt+nGuw6QOfWMbmuwS4EdIBAW63WdYDOmdJcq3VdoPM2h8pTB1tAV69EMN7ffaCrt0WM9WS49EoX7LpA58wHOx/o6u0HwM4HOkDcsHet7DZgFwA6IkaSmAbsAkAHuI+X5u8+0DU711braqDrrubfZyoigHtqnYO5bmiGU+t8da7f5aYRG8Y3uAV0zvy44yrrAx3QHjff4B7QAX21rgt0QP/5HfJ+dN8VDuiGzAFde6COWhdTAT21zsFc7/ngqXUO5rphK75aF1XnfM3GwlxXndTzy/jYxz6G8XiMv/f3/l540i+AfUqhbnt7G9/yLd8CABhd/RjA7RPoVLtsRwPWZdS1WrWzwa+hO+XZqnbZbrgoogO72h0b8cs5xUzPKVwfzYJduqeQ2obnQbMgUU1Yaqn1NiRgZyaSrRtMMqBGCcvXwwqY2xaMvGRDcyanRJZSGHd6JXYcLdjt2odNaFMkauHxHcD8XP8BADRgl69LIkpMnq/BLpTqZSfeUuwCh7oFds7tGjK3Ce7f/G6cGuxMJOnBA7vB4qMW7IzmFtA588FuuUnAaw5667TAzql0ve14YBdT6fzVSwe9ket6Rkivp4OB4VRKWaDBLFb3TuoCnT/vTK79HtB5Y6THwPiZNAh03lACm12g88ZRhWS8d4GuHsOB3dNJH+i8cVxyUQ/ovHVMrnFwMAkCnTOljMT8BIAOsNCyWmB+bx4EunpzTNg7moaBzpkBbu6uBoHOWUrViW5Yw4RllUSBzlleJkGgc6ZhcCqRuNEu0DlTYHHDBoDOmQO7GNDV69lzEAQ6tNW6GNDZSQnYRYAOkGd1NeKWOtc1kwrY+epcyJJZo851gU7mLWpdDXORaVeTk92t+ZqUugoBXb3OFkcf0/W2xo27NQZ0ey+TbNtgxq21ZD68T4AsS46l4kLs2aAXfXWua05MGFTn3HdjV51zZgxevSexoN/yLd+C06dPD0z8+dmnFOoA4Du+4zuwsbEBlR8h2esHwuqcoReAOtIwx2FfeQ12mqMnx6l2JmOYyIvLqXZk4vEEzh0LDMcTgK37MxYn4RI2jikeA2HH0QuCPoqcCoKoGSkPB38SYEYsmYFDq1lwiy7nk9dRlVXkTsdXcsWhY9mebh1QwM3asWQmxVWHJj3YvgyoOx2kh8OXvIuhGxonPUarRmB/JQG2E6vA0/A1phMDdXaB+csXLZWuNV9icccdJPGnqf13fXzy7c6JQTnUycWpurHsc1jFahb54HHDpIzstmOMuy4yf51KQGsoCJutWj3coUZ6vtbhDaF1lNQ0HIqh4QRY3FahXIuPYzSQ3nOEaSzmEQAMYI5S5AOZrsyE6jhFNY9fIEobnL99F2fO78fHQaPWRbNBWUrhbI3nQaADbk2tA4BMVfj60x+OAh0AGAaeOdoIAl17myYIdC0jHiwEDABIOAp09TABFadreZ7Egc5a3RpswE6qgwkA6fFwggIT4ejOMMz56yy36MS3fLlyQlcLQIA1G3jOElCeGu5YAgDLU213a8i0zVwdet8d33Gy92F0ORFRYOASWp6tgupc105ytxZr0tEiJk5MLl3AhQsXsLGxge/4ju84ce7Pxz7lULe6uorv+Z7vAQBkNz4GVP2rmdi6+45VFOx4oaFnSjJIY1/kBoCxxQ8jYEeFnORQg3tn+Zo0pBe/eHgd1gDb4r6xQFFVyNeUXgy3HaFSsgz1fmRC1n1qRiaaHCGFhiupwxcpLUGFJHVEFQvYcikHVv2LTGd+hrB45RzjzQXKCNg5V5ReSJxhcFtLKc2iinhHCL0kjHZt67HLEehfKox2VA2kIRM5nKX0RuScqlJUSFVw494IjGNSgdXow5tlOXFcFXSuYr0g5JdilfABUgbJqMTePJw+drgY4fiTG3JeI/UNOddIbyZQOQYzgqFZHt7TCvmpkHpm3SzUKFK9Vey/S/0/BF+mnDJG56WjQpaWGE0DQf+lQnIjhSplm6HYH9bi6jdOMQ6cD1ZAuVWCRhVoXKHc7F8grIFqXfrCmvUSR3f1992kwNE9JXgqXTWKwDgmAbJ7D7E2XWA6KjDdDEh+DKBQog4VhOKof86YCeVxKuVfCoVi1r/uSTG2N44wTkqsZDlObcShf2NtjlRXWDsTyZrWjDtu24UixhPH28FVCtb46P5t4d9bGyUl/sFdv4sH0+t4+4O/F12PmTDLU/y3y6+LbuuP9++HYYVry3Aix9Ik+MOn7gMALGaR654Jy0UKUtyvs+iZsQW8YxmjrID5fUtpI7YWBxd9JOWRhj5S9ZIAxmD2/miXbYhSZD5EOLpbaknuviKiLhFhdo5gsuEP9GocdhX65iouRD/SCDBrJSg1OL47vrF8UwSXoSz40U0NlQ/Xtju+08BMeLD1YXYliSbcOVuerYBRBR6dQPNAtL884HWriLxXKM9x99OfBAB8z/d8D1ZXhzPTn6+d3HjvBbBv+qZvwm/91m/hySefhDr8OJZ3vgbpUUAurgTseDGCGRuoFe8GMk3asCoIKCV+rHUgnfRL8hDmhCUJwDv5ZN2QTBCZXKFJdnDDJKjByLWGkrRlf7KoC5tWqwbVxGbBeq5Wf1y9kNgJk3UeHow6pi09UNBzkhhBX1VgeRCIGmfAqdQP82MmWKHpI5kYsCZJtS868zHN/7e6e9TnAFAFN25dhZ6rscqA6apQ6nhzgWJFo5olSG40Lx93nGXfpT8tp0DplzUxzVeUKuQYs0bbhW5Q178b3SQkxynKFWBxW3NtUNW454jhFXtFy9yDy2gGKXG7+OfU73YBI+4LKSPgHyBvXGrYuCWSWRcu0GRNOxjsGlVAtqtQLVZRjRnZHZ0nuSXHxSLFjVIjSSpsThrFpKh0fc3pOcEUIynpseVfHE3cjloK2AXd/d4+mswg+M3nwim9fezOt6WahZ6FSgruAgIdSVJhiW71U8/lal3aPRyl9ocHAz2uYwVQ5ke9GwRGau4dsnXwOvvOCsDkhHEUY3XSdBwYpSVCulcd28oEDrwDGWjX8wu8vIgYmdfrdJwEXJQW6EZ22TQr0Mob1Yzbb98BAdgcC4DOyjYgFazxl3u3AwCO8jD1CMz9LygYPJjeAAC8POuXHWHXkcf+d2feTuIoWONPD+5DxYSDXN7qZafW3tIk+N9P3QdmQm5hlzt9YR3MyTIbujGq0H3dGd2cc8A9z5tjLTAnVc4z++GhdIWqc606L4t7P4U+LOtYS1cbLsCho12rqBdsx+nMx8IcwKimMlCxZnrrzM5Raxtk+reqe8bWMBcKW+nGn3X3iwCzKrVgyWYb06R/nPMNtvcwR+czuin3Uq1gBuZzfKdsw0zcOATujJRdkW0nXqeVri3P2h1xMDfUPtNaSCiRYz+sKJIB1h/9GPb393HffffVbVQ/lfYpV+oAIEkS/ON//I8BAJPLn4ThHRSrkfgGW2pgSLVz8WHSzzKyUWpepPXFVLSlWJeZ5Kt2+VqnjYiDP0+1Y90+yaylDpWv2qkCvWBr6XgQV+1UaV2Evmpn0M7gIwuznmpXjaS6f3vO3FLtJNu3EyRsY4DcfeFUuu4x9FW7+VnC4mUNVCRJhckkx3hjWat2ZDrZtPbvvmqnbVcMfy6qQku100tC5r2FVMlIjxijm41q51S63n55qh3b89fdL6Obc6pKID3k9hjGgXnzAAx21iBPteOOy9nOQ5WNateNtaNKso2zXVWrdsyA8eOtmFAWGotFWqt2h4sR5k+tNeMYCR3wVTvONdKd5qlD3IBdy7oPtoTbap1T6XzjtlpHgXhFmZP30kkZo7Nt1FHELbWOS4Vkp/2kZNVW61gjHD/qHzIFVJtt2CHNLbWuVul8Sw2OX9IOju4pEAottc4kQHpXG8i14rZaZ1W69o6hpdY5t2t7HWqpdaQYp9e72zItta4LdG6dWq3TjDtu3xGX67iZY8mqVusc0B3lo0Gge/td/y9ell6rgQ4A1lSOv//AH7T2y/2pt1Up/F9XvqTe1h/v34/d5bQGOgAttc4B3fI4q4FOxm7UOgd07Hp+u2NG7a4optPy0Fnd31oB8/uXyFbyGujcOL5a59S5bpa1f1/oJQnMebcTo63WjXYZuuAa6AD77WBPaa3OTU0NdLISarXOV+e60Oh/vMbUOf/v8Rg091UnQEepqYHOTdq/V/INiZnues58sSHb0cGEkVqto0adM91ap95xz64kSOZ9z5B/Lpw6h1tQ54bsJHUOkGdfsr+LlUtPAQB++Id/GEnyqdfRPiUdJWL2r//1v8bv/M7voFjbwM7r3yKkbZWZkEusbh9Wx3mFPifQeqkGw4rsS17PCUlE0nYv8XzdI/nQOK6n2ygsx1Il8XGj3X7brHoYJQGjVRaZL+RiKdYFFKNyNUviA2uW6viRdVAq6KOBhA07p2RGGN+MTMieg9ltBP26veAqZamx2Bsju5ZAxYp62gQJBjCO1L5jq7SCgfFOeD4mISxPSxeKydX4t4nREmsYdS9Yt8J4J5KI4uaTEMqVvvrnWw01sTvKKk5DhUFZi9Svz88Q9e8Sg42CuToe7CzgOliE4neYADOCKHZDnVBmGtmuqt2uoXEcNMda6QCifpcrBqPzs1ql880wIS8SLA5G4naNJEboXOKRnNs1ZGTnVZ4qG5WuM2leaCn2vV42Kl13W/sJJlcVju4pG5Wuu/NLBX2kkd5zhLVpP+aMmTBbppjtThq3a28YBlJGslI0bteQpQbZao7tjaOWSufbcZ5h72DaAzpvtzDPU0yzogVzXZsmOY6KOMwBDdD5MOebAeFP5vfi33/izS2Y842IcWblGOemBy2Y65oig49dOY/lcbzqukpsMlDs+Nnznl3XwWtZ1hEIm9+/bMFcaxUGir1xDXQxqybcAF3ACMDkCtVAF5kylhuqBrrYnM/8maqBLmYma4AuZrcSW1iucg10sUlPHx7VQBedz4iR7ejB0KRkLvFzPZjzN5eZGuhiNrvL3gsxmKtIOuMMGHmhX1FXayWZtjIxxldefAQPP/ww/vbf/tv4Z//snw2O/0LZp0Wpc/aDP/iDWF1dRXq4j8kzj0lg/ygeEFqrdl6pjZ45d2rKUdByygwQhyj3clI5oGPB9IS6qK+ah9dhLXF2s7sqHL8kvDHpLyvjFevhdZR1x2Y3dLufbWc+1Uol7dBileFJAuS7DeG7ppc0XM2bgOUpwvzOeMxEklRyo59Q8mUozg6wAG5rB8ZMldIPdQhU3byHHnT11/rAp40Afxz6fBsMkrZxO/M74gPV7thnwoVj3UbMQHs3QL7Msz2Kdkxx7nEaqKgOkmy+ahQGunocnJysAAC8WgaBDhBlyRjC6FIE6Ox8qjFjsR0HOsB6v323a2jSqZH/xrKBCajWKszPcBjo/HEUB4EOQO2GFbd07FwQUBDKowGgA4CKoLWJAh0gbtgkrYJAZ3cLG5MFJulwUPv+cjIIdJOkwL++7/8XBTpna3oeBbpmW+NBoCtZ4eNXh4EOAMwiiQOdM4pfywAABSweiAMdIGrd+PR8EOgIwPSZgexva3oZBzpn1RhxoAMAJmRHZvg5B1Hoh4AuPez35m5vBxjfoBOBbu0jJwOdXtCJQJdv8olAN76iTwS6+flbUOduxQVrP8qH1LlsvznA06cex8MPP4yVlRX8wA/8wInjv1D2aYW6U6dO4fu///sBAGuf+Bj0sfWtsfcnZM6FVQ1AmWLwxKA6qSYXD4xhXxTpUTwblawbUS8oDnaTCsnpOcxLFlGwK1aB5bZBuWqiYOfcmHqBONgpiATuXK6hcUpCeiA3ZBpri2Z/Wo4JJg2vYxIAmnG0N8F8NtyHxsUiDm1rMJvXuoVNEp5LNZI+qOB4yzSjgWLVBtLHkiNyQnoIsKIoKAjw24SO2EPIXr9DQcfFirww0q3FMNiVwGhXobocftEZI6EJnHE7RrE7jo3pjAYLE6BS06oPGbKhpCLWQLUm9RTL1YjakADFVgki4Og4nPAxX6bAoyvS1zcSkM1KMvXM2MAMVOcn2GdFLHGkUpItzPGOM2Bx7XPKoFlknYqg9xJQQbh+YSu4Slkp7O1al3qsy4E3XlzllRImvcLE/pSZsDcfQw20/kqUjQMaAK2i0jAgpBF4nCQF/uV9/x1fnAHno7ldhCfLLRhW+IZ7/jK4DhEjSyoQMfaW4Wu9ZIXHr28jXyaixMWsVHL/xbJTmcC51Bop1uMf/8VLlhit5IPHeTwqoh8ndhiMbsQ/kgnA9AphcnlA2SZgvq2wOK0Gn6Nn/kzhzAdI4qBjZp9NQ6VGpBn9gErHwPgmQS8ZK4/FWucQ1j48wmiXsXIpfn3phU2kGphPvmndtgOZ7+MrAoXRdxoE6Dgm9tyqlQSU8XMFSBmw0Y6qvSL6+BDbTz4KAPgH/+AffEpLmHTt0wp1APAN3/ANeP3rXw8yBht/9UHA2CMVAbtWEoNzw3bWMWOvFc9EWkh14U4vvBg3F3MV+0iv5CIfXdc91a6Os3KK077uw51iaM1IsxLmJQvsvabowR1rm/SgOQ52VkUicwLYAQDxINipiqGXjOSofxMo213D9RaUitntdfJ1wvy2SmArV6hmSQ/sZscj6GtZrYyyioCd3S+TinLVgzsvMUPmQz24k3hJRqyzhuyYVVYpDnZ1cgQNgJ2n5gXBzrru69prAbArVoDFg/LC0JrjYOeuzSoMdsYoVIeppOATwmBn2plqIbAzGVCelSeQK/Lds6r5uGGEwU7+XbZvxiYIdgwAmQEzUOW6B3bzZQp+ZLWuBSaxp/3zXU253hYnHAQ7qidlXx4dsONKQe0ndR9mlQfAjgGaa1Fi2LpdumBngc6Nk+zrHtg5oKtLiUS9gieoR8RI1gokaQVjFHaO+youM2FnNkFVKTBLvGXXEmVqWHE15brmgA4Q9bQLdj7QAcBUpT2wc0B3bEZQZPCK8TM9sPOBDgCWle6BnQO6Ik/k2RY7RqWqPwKDvYwd0NllweoADuhszUgKDDMeFRiPCiS6glIGdPesOwTGNwijG7ZwuwWh7jqTy4RkznWf12LaudYJWJxWTcFgBsZXu1lfAnSTGyUmN0sQMzaeCFDHCe86oAG6qHlABwBpqOSTA7o9u04gEdKJIQ6OOPCuyje5BjoAQZAaX9E10AHhfZufr9pAF2nR19qF0DPQwlydYBjYloO5OsyFGRt/9UHkeY4v+7Ivw9/5O3/nxG2/kPZphzoiwj/9p/8UKysryPZ3sfLUY+0VunAXuv86qh0rbuRTJS6RrmrXy1494euFKpGr0yOKumOb5Ie4apdmJcabi0HVzoHd4kwDd10wcGAnGbL2RZtwW1K2YEeaa7hT+wmml5uHhqoCYMftLzQX0+aDnUnQ/uIx6IEdl6odv0UBsKPOcgeR7v3igM47VHWyhgW7akQo1tvjdDtrmAQoVrxBAmDnVLr2fNtgxwQY3T5WMbBr/bVz/jgBRivNwYmBXashRAfsWkDnz9kHO4PWg9Mfy4GdyYDiXA7tXTs9sLNA57uYumDHWjK/feuCHSdSUqT+ewDsTKV6rZiCYNdxkXTBrgY6b8I+2PlAV/+mC3Y+0Pk77j/vPaDzx/G7yPSAzk6wq9YFgc7fBw/onOVF0gI7H+j87ftg5wNdvY5RLbDzgc6ZD3ZdoHM2omYMH+iaMQzuHV1vdokYie7Pp/AyXX2ga82nq9Y5oPOspdZ1gE4mgEatszDnA50/T2cO5hIPctdW5zXYOXVOL9vPBv//XQydg7l6ip3njQM631rPGwbOfEBhcrNs/Vt61D0Q/fdb6iWnpYcUBLq6BiULpPpABwDEjMnD43rCax8eY+0jDdCFrFbnBtSuRp0bUEktzA25bR3Mdd9XJ5r/fImpc94qXXXO2epjjyHb38Xq6ip+9Ed/FBT6QvgU2qcd6gDpC/uP/tE/AgCsPfowkoP99goR1a67Tki1q21AteuNc5JqdxRW7ep1jAd2mUEa6BDgVLvjl7AkY2x3Hu6a7QvRgl3gy9T146xVO0K/i4DdGafaST/a9joO7IbcsQ7syjFhccqqdF3zwK5W6XoHpwN2oc1RB+wi58KBXa3SdbejPdWO0O+eYMFOyt14Kl1vvk3xS5NQ8KVbgx3HH1QO7IoVYHlv/ynUA7vIB4wDOzYIF8nsgF1sPg7smNACOmc12AWAztv1um1RuWaCHSoc2Dm3K7LOte6B3XyZgh4Pxw86sHMqXchaYBdaxYHdzawHdM6kTibCQOfWMVatCwBdvU5BuH5xKwx09U41YDeo0DGCQOfMgV0I6JxVFpJCQOfMuWFDQFdPmTgKdACgiXBeh4HO2ZgKfMM9f1kDnVb9i9QwYW85iQKdU+tUYgTmAkBXq3VM4KXuA51bLeNGnZsWwa4u7l3sgC5kK9NlC+j6GxKVqwa6efg8FBOKAp0bZ3JZW3erKHRRGxAs3POudrcGhnFeBwdzPtA5y/YBFz832uW6HItva0/K9Rf6yHTm4gB9dS5kXXUuZD117rlaeTKA9tQ5a/poH1tPi9v17W9/O86ePfv85vIc7DMCdQDw1V/91XjTm94EMganPvhnoDLsijoxbbgS9UodBFbyVbuB2CMXCxXNprOqXXYg5UaC61iw07tJsKAo0IDd/I5qAFxEtSunHJXEnWqnFie4Y48SjK9HHtTOHXuMgSKXFpRGiPcPtWBnjtL4TRBS7ALr1I2SB4y93qrRcUaMciVygElceFSirdL15iuut2gQcwfsYlaNJTHCV+l805qhVgs53wMfFskxwSyGbgRIMewI/NTTVhjsiKASA2RmMAhc2s1RTzlrbcd1f8nCFwUzUC4SLG9MBmNiVAFk+ydsK+VgUeFmBZs1O1D0FIak9Vlsv9m6YY/DQAegdsPuXo+046pXhIW2+CpgQM11EOicFaXGbgTonOWVHowPU8TYzOZRoAMATQZfceaxINA5m6oUdyYIAp1sx+Cl4yv40vMXgkDnbFEmeOLG6R7Q+caV6pUI6RolRmAukpwilQMoCHO+mUpFgQ4QEI0CnTW9GAY6VsDuFzEWpyJA59YjiLt1AOgWZ8ywu5WBjU+EYc63rjrXtWqMGuhilu1z3cEpZsWqORHo1h49WZ0r1rivzj1LS65lJ8bOja+F1TkAQFXii298AkVR4I1vfCO++qu/+jnP5fnYZwzqiAg/+qM/iu3tbaRHR9j8y4/Ik763onyJD4GdykkOdAjsAICBcmowu43bbrtnO+dK4vLSo3Awt6umr/cSLPbDD7c0K8HjCmpJUShTy6ZfXezmUwVhdFMhe2oEdSP8JHAFiqusH5PW7BND5YgHyALBIsUtK6Uh+lBCgitdU44ZVaTVjEkZy1OM2XnGciu4ip3zcJuq2vUZCQbXS8L4BkmLnShIMXRuwW2gFQ/YhgLE1DoNQDOWga4AzcZEYSwiiQYAmqLZEbhhC6vV1ESr1ZtUOqVAId5+igmgSC9iby56AWQ3h0sAqCUhuR4PqsZSSnzUfXu72zFyvyUzUSnCGwF4Kp1UYsYElKvDrYmkADgNewessht7FjEB1cSAFjqexcoAndBqCgzoY33ii5eZUJTxc5DqCpUhzIvwtZcog3OTQ0x0gTPjcP0lTQZvOP0kzgYDqRobUYopDadfXi02cH4UH2eclJikBdYjmcTMAJcSMziUtawmpbSWnMbLPI2uJSeW7igKHc3cNUZh/5FTOP7E5uCH6EkfqqyAvZczzGaBg5fGJ1RNMPhRzIpw5a/peAUIBqaXGdMrjOwgfpEnc/kzlOlfTkme8wP3injR4m09ZRy24TfhgdY+qbD2SYXsML6hfIOlb+3AscmuJ8iuJ0gvx6/P5FoGvRxW58bXlBybENAxY+2xD+PixYs4c+YMfuzHfuzT7nZ19hmDOgDY2trCv/gX/wJKKUwvXcT42lPB9ViJ+lJN+nCnSpKq/bYR/ehS2oc7BqABMzVYbpnnBXZSDNgWeY1k6VEpYLe8PO3B3fI4k4w5+6Woj3QP7qiy++RczKEbzCpFyYyQ7ago2MmAaMWkhcwVx+3ehOUKkG+7SvoIgh0Z+3UzkJDgiiZzIhlNIbBjZd2nE0axZvpgRw7W5KstOaIe3PmxbNL1IADfFeqvUOIBsLM3+CDYWdWlLuTsmcmAxbaBq48VArui0OC9rN73ENiZDE0hYOJB1QoEVKtVD+wc0JmRkf0tVB/smGCcUjU2QbCTxvY2OeCIgmBHlRRSJiPrBMGO5bqRsjymB3au7A9ZYE4PA2CnAJ5UIG1ACQdbdzHZ7NxE+ifHwK51TCNuXDceVP85xGTLTrgphjbjgM66t4KudAd0lSxfXhsobQP0Cvo6yxIJ5geAolI9sHNAt5IsochgovuKlQO67eQIBWv8z/labx1AgA4AUtL4ivGl4DpP56exMClSqvDa7f4646REogwSZYLlVlpAB4QTwhzQ2XMZzJa1QKcXcl1Vj/dbNhWFRlHo+tlx2EnsMUbh8NEtpAcK6SFFP2RN2jyPgklGFuh4XfaXV8IEVAMdATsvb59HVoTLb0xw5a9p5Kfj9VWnVxjpXP7ELJmjrlMXS44up1TvS6xDjgM6AFh5OjQG10AXs7VPKqRHHEy4cCZlU4ahObue1AkaofJXybWsBjogLBaMr6ka6GJG1ZMYX7sIrTV+4id+AhsbG/GVP8X2GYU6AHjNa16D7/u+7wMAnPrgX4DULqqV/s3oiqn2VDsv69A1Gh9U7RLGcuv5q3YwAbAj1EeUSoKeqZ5qx2XjBnKxPGpJUMuIW5cb929UtauAbEeBbnovz4O0V5RXOkN4ge/Ozei2ZZUIH+xMArDvQnP7GOPDANj1HmrUBzuTcKs9mHQM6INdq3ODdX/2bkT/lDh4sD/US8KoU/S4C3ZkuNWCDQiAHXXc9QGwk/7ALtVLwG5xMGrBHRsC2QSGENiZDFhuV2C/LlQH7Ji4fSdbsMu3OvP1v+IjYMfOXUXcA7sa6LxMsC7YUUnIbqo6KSMIdkxA7mcBCRC1wI7b12Fd29GZB3RuMjSpWmBXA51/rAJgx5r7L7EhcdaCXWs7PtABUnvOhzYf6Fr72F7HAV399yN1S2Dnmw90ziovCcEHOmeKuKXW+UAHAIYVnszP9MDOAZ2zbd3OYH2m2KqBDgAUGGf8NjFogM6f3/ZWs04P6OoV29e3D3T1P0+beNXR1aQGunqIw/axq2HOO6amak5sDXSH7edo0WFDB3T+OuXE+00H6EJWjTsKXWc7Tp3LT1cN0JG4YJuVGqDzbeVy++8O6GJWTgjlhAZBrFbnvBOVztrbcTB3K0AXM6fOnQRzDuhi5mDOd+t2FUoHczGgm91dotjYxZ0fehgA8La3vQ2vfvWr4xP7NNhnHOoA4Du/8zvxpV/6paDK4Mzv/xmQzoNgBwyrds6capc9E1DtACDhZ63ahZQYB3bOHetatLbnElft/LHVIu6O9dteuVpC3RtQVajdsXQzAxXhOkmc2BIhDu4C13wX7MKTsn8MgbrdIzoJCS6mrrdOitodG/qajYFde6UG7IZqxDnVzlfp2ss9sAuda3hg54AuAALuOqlVutZyAgpVq3ZOpWut0gE7VtwGOm+HBEY4fBeTxM7lW5KwEGxI7YOdr9J52/DBjhjtFmhogx2VVjXulE9pgZ3ndm2ZahQ7MuH4GVU0ah0TN0DnTcaBXQjo6t32wC4IdL0fhP/ZJGGgq6dTUV17rgd03thk12kBnbdcDYQa1KvZnQgBHQAYBuZFGgQ6QGLeVpIcZ8ZHPaBrxlC4VJyq/94FOqCt1j2dn8asGtVA16zTqHVdoHO2Nlpie+swDnRAA9YRoAOsWuepc7rj2SUDlFat89W5kIWAzpn7iHXKUeg5xNrC3Cs4DHTEOL5bLoBqImNG60N6QNe1aiL77NytXaAjRh3f54Al9Lx3Pa/LiaiRMUUSaKtzIbtVdS4GdNm+/NuzVedC1lXnQnYr6tzs7hI6meFLP/QJLBYLvP71r8d3fud3xn/wabLPCqhTSuGf//N/jrNnzyLdn+HM730IPC3q1kNd81W7YsMEg+KpFNfkaEch2T9ZtcsjBYCd5RuMxenAOr47NtIay1ftdGQuzh2b7OtoVe8W2AWmoiq7zzcVRjfjp1baOgF8gjuWNepetuEJIQpADjrM0FcZcVOkOFYz1IHdqRNafTnFbuD9F3PHNstZlLGtgeNSAMqCXWwuxPZjPxrfQmBbN4li13cm9Zpa/Vf7Ex6+gwmoxrZH4UCsDc006NK4Uem62xgbVCsGOtK9w4Hd6LqOFjomI9cmHeloZwVJluHa7RoaIz20NbtiiTvEgGYki5OTK6oVc2IHkGhCk1XrOOUg0NXTqQi0jACdMyPlUGIfUrfihjWGsFymQaBzVlQKR3nWAzpnigw2s3kQ6OoxrBs2BHTOtvUEBSc9mKu3Y9W6GNA5m6RFHOgAOQmGokAHiPLcVee6lh7SiUB3eDTB4Sc2g0DnTJXhnqr1XFz83EYRVeh4pUI1HnpmArsvTXHlDXF3KzE9a3dryIxugC42l/0HhoGOiVBatfH5uFuPXoKT1bkbCbIbz16d803P6UR1jhMBOjVZ4vT//DAuXbqE8+fP16Fkn2n7zM/A2tbWFt7xjndgNBph8vQNnPrzjwNkW5cM9bfMGMVaPNuRSqsS7KvwF28ipUSqCQ9myJqUUZ3PsdiOfbbLtoa6XlBJTX/MUEiIdceSGVacHDTETFXSYksvOFppvJwAs/OMfMj1T3Z7A1m2VBLSQxXvAqAZ1UAruNpMv0BuM0aT8TrUDYT1sMKoCiA9Go4tZAUUG4zZufA61QiYnyGUA+/Ycgwszg3V2wFAQJaV4FMD2XdOwZ2FDx6VCtl1jXTvhJ6FFZDux9ehipDuk2R/xaaSMoqN+P6oChjtxDOpZRBbEy7W4YIBKMTvMcgDdbltTqw7pZZAdmOItoZjEx2EDrUfYg2YMzmwFjmHDMmmG2hdRSVh5YIe7F98khuWGSjyk1tkMRPKKn5MNDHunVyPJkVUIHz48C783zuvxbt27g+vwwZ/sBhOmFhygj+49gCO8/h6hgkHi1E0a7x24TOiQAcm8H4mbe4GrFhjmN2wF4UNoJ4aA5+cxisfMJDtYdBlD4gQEW3DxYT0cob0SjqsiBmgWPPinHvjAJOnNcpI1zUm4Picwuxs/CMCsO8fGlbnFqeli8wQ0AVLS3mmcoJa0qC79eA+20lmqDKCfSfGEuhcbO5glvKcRBgZUOfKqWxHrRTY+NNHMXn6JsbjMd7xjndgc3NzYIKfPvusgToAeOlLX4of//EfBwCs/cWTmD51QQDlgDC+MdCQPhGwW25HVDsjJQ30nMJgx3IRlxN5oVfhTkZQWYXqfI6jB8rgi4fsl32sfp5T2mp1a0AFkMSGONy59YLzzIFkJplHkgARcEEpyUbN13kY7ozUxAuBHS0Vsl0tbskBuRvKqnZp/Gutji8MvPD1kpDtUa2chI6tHDNuuahD+6IKd2z726lGkonJCsi3wmBnNMkHwFjqDYbgjpWn0oUmmxiMVpfQ2mC8uoyCnWsTp5YRsDNAMpf+riGwo5KQ7UnCgp5REOyoaJIa0oNhsCvX+gkYbp7JTJQKtQyDndxf8luqwgolYD3Ua4z5uf52TAYc3WVgJhVgKNgSiguF0eXUZuie4LYk+aAL7Y+ekyRhFRGwUwBOL5GOSuhIQD4qrzxCQJ2kkjC9pJAeS2mhbveB7nihZ5cPdGwIh0fht7lLqKgM4ZG9c73lDujW1AI6QMwVCB89ugP7xRi7+RQPH93WW6fgCr+3SHG9lJiW7UDNIAd0e7MJykApFmPr7u3NxygqjSSJkEeuRAVlQnUUeNszodpPQTnBRLLtCxeblXFYMTeAvjhGeiT1PIPqsQW6oQz52l1IkV7VTEivpPIRMQtvB2jeHUFjYHohwfRigvQYMFlgfwiYnVWoJuLejZWGckAXs8Vp8Vr5MdD9bTVek/XHI1Ue8uF2YQf3yp9oeSqgUdN5QAjxYlRDpudUA13Myqn8cSFf00cvYf0vngQA/NiP/RgeeOCB+I8/zfZZBXUA8Ja3vAVvfetbAQBbH/4IkoMbUJUQ9iDcJQwzHlbtVCUnL6basZb4rnIqqkRIuVNZBb2eD6t2wIm9aoFbADvVxGHErBPTW49bJ1WYONgB8hVVTQTufLCrxkC+xvUYeq6gDnUL7qhs6jPVdfpiL1LnrtJt1a7OnIWDGPtC9R6yUirGn/TJx7XrVlAFkPnBzQGw8xXBENhVI2B5qlluMnmw+WBXToDF2X6sV8sUkNr6YyGwk/NHrZ93wY5KhWxH1+sHwc5TP0NgRwVhdFPXxzYIdrbZvKwQATsGqLLAxn2wY2UDpL0v9mCldtOs3wW7Guimlbd+G+y4UBhdyuovbaoiap1/PnQb7Gqg81SvHthZoEsyG2uoTFCtq/fRXa8e2PlAJ1PiQReh7E/bDRtS6Mpc98DOz5Blpp5C5gNdvYveCfKBztm8SltqXcEV/mCR1UCnYbCi2rKID3TO9hdeZxHbu7aoNAqrKBJxX61b6rb62Y0FtUBXJ5+RuO58yzfkWR8DPh/onLW6vTAw2msDncSqtcdxMBcP12iArvm39ir1s4yb5a2sc0YNc0M1Rx3Q1f/WjWF2ruMTgK4a3zrQAeiVUFG557GK2MG9QLka7yfdalAQ84wNuJadOZiLAZ0Pcw7o0t0bOP+HkhjxPd/zPXjLW94yvJFPs33WQR0AvPWtb8Xf+Bt/A2QM1j7+J9AzcQf4cPdcVTtVUa3anQh3E0RdsiepdjJQXLVzVleufhaqXUihG4wNcrA04I7lpA12rn1Xa4ycoqqd2xe9aNyxErvXfUKhDXbcfsG7YHyJXRtWLtxx5UQKJPfm49/UXTCs91Fq+DmVrrW8A3ZGU+9h5hRPB3asAB5HPumBWqXzLQh23cPmgR2VCtmNdnX1Ltg5la41RgfsyFDvmLhzKDtjgc6/uDpg52rJtefagF0I6GRsT61zQOdtpwt2rNAAnTeGA7su0LljlhxTG+xCN6MFuxDQ1T9zLKnRAjoAIAKSrGzAzqp0vf218+0Cnb+Nk9S6rhs25HKtvD6XoZInvloXAjpAoEyRCQIdIG28nFrXBTrfnFoXAjpxB8tcfaDrWuoXYO4CHdCodUyo9rI20Fnz4c2pcy1jwNikpRDQtbdnYW7JPYXOfdwAHtB1tpNeloQh526NvsvgwVxnunX8tgd0IfPdrVXEJQt4MNcVCKw4cKvqXBfoularcxGgq9W5gZqdLxTM3Yo6121+oI8OcNcnPoSiKPAVX/EVeNvb3ja8oc+AEfNAyspn0BaLBX74h38YH/3oR1FlExw89GaYUXNVurIZxQqjWotcIbaGncopmsRgtATHxwogUiUnvlwzUFthh7zJNdTNFMmRisfpEOLSuTVWTpWKP0wwcEM4SxZAGiswqYB8jbA4E67iTSVBFbJerMMGlC2yWklQaWxfyimjjJ0bBsAU7PHpj+G6KURjIUgenoOFeytCehwpGmmtGgHLUCIMrOKzJ31iZ7dH1rG7mW9wGOqcZQarm+GgjapSmB+MkVxL47GD9lBlB/Fj5mKIYte8a7Omyj7UueXFOqM8U7RLj7RWku4Jq09T60XWnqvEHs7Pxy9YiYXk6FeJxMEQqhH3oc6ZDYaPBjaTuHDyM8PVfClXGA0UVK7GjOqORQvoWtthoFwmwF422KptcqUPdM1cCeUKwklZbp2Ekdx1PBhHl2QVVlcW0eK5RIyt6Rxfff6jPaBzVnCCvzi6swd09TbI4IvWnsEbVz6BK+VGcJ1jM8J/vvRlAm2zPlW4tmGVoSDQAQJ/R7vT2uUaMyaOloYC7HOVEVXniJt1htonZgdxdyuTl2gVD59DucKDMMfJCe5WNOASAzqVM0xKgzBXi6mxqZDEXsdgjhg484G+Ote1nVfZ9SP3RXIs9/gQzCn/IzBi2QGd+J4F4soc0EBcrybuYo5Tf/770Ms5HnroIfz8z/88RqNwLOZn0j4rlToAGI/HeOc734m77roLOp9j7WN/BCqbN5BT7UZ7hMkljSQUxGpdsmS8i7djqpJ4rdWLCqPdQIyOVe3AAm/BMbIK1XqFctXEgzm5cafGrFbsYu9RG7haTYaDRqsRUK5E7jDPxRXKQnTuWCbEg8SNZCCe/hBhcj0OOXohyl54BVh3LKKtccSNOvw1JZ0q4ssBuU5cSnzMqIrEu9htLE8xDu/laDawuGMRLj/itrHQWHlkhMUj4Reg1gaT9QXK7XjyhCpEzYkBKhkgPaZhxUdJL9UyokJLlikhuTHcBaNaNViciq8CJedmSHGlcuAagVyPxVYJszp0EQx/mUvyixl+2jFBH8dXMLZ9Hw+05HK1CIc+ulRJw9erwomZ+PXmIoBDmnH32R2cX4v1wROYum16MAh0f7R3Py7NwtcqIGrdn+zeGwW6nDUeX5zF6fFxEOgAAbZlkUSBDgCWixSUmCjQMTGSU4tBoGMFZA8cDAKdU2+G2talxycDXVCha20s/qwBpOxKcoxBOOEEUXcrk+03vTUMdHqOQdewU6mG1Ln1T6gTge7ojmF1zpWjGgI6TnhQnUsWhGQxDHTFOg+6Wp0aGWpNSkWOzY/8MfRyjrvuugs/8zM/81kJdMBnMdQBwMbGBt797nfj9OnTSOaHWHnsT4CqfUakqwIw2qEw2AESUD4D0oMw3KkSSI8Yox30XFb+GLzQqI7TMNzZKvMmGwAuGydnYvWHrItGyiWEh3BgOLQd10Q+CnZ2W6L6xRWSZC59N0Nwp5fA9HqJ6fUqDnYsxzs5UtEXNxOkvMRAwlyr5l3390oKFw8ay4MyPeRg/0VWAJSda+Rha1JGtVbBTEwQ7FhJMWUqKdoiSpXAaJex+jQNg93mAsWZWPKEqJbing4tl+s8mTPScFUKsJKPnWrF9GKNmoFs9mcsa5YFyIo1xvxMKISBsNyU6zQKOSyqsEu06ZliKXx9AowlB1rOT+AaMhpYnK+a3sWhsZiQ7EnCT6+eojMSYOdcoZj3bzw2hOIgA5Uqnu1nX0rllLE4HT5ms3M2lnegxA+fW1qXb6Djh2bcd9sNnBkfYTWNlC5RBg+euoHNdI4Ly9O95Q7obi5WWkWLu7a/nOC4yPA7u1/UW5azxqOL23BUjbA9iqdEG6ZBYWUxz2CMivavZWKkpxYYT3LQuT6gsgImdx9i5a4DbK6EpVwHdKqk6HE/qX1WDXQjDD+7T3jj6oWNgY5tx9aLi4XbMFm34Qm13PTcJjZFvh9NAgwWmQew8QmF0X78C+b4dsLx7TRYVUKOe/yjjBMbujFw3JIFSXJc5JgV64xifbi/7GCsYFVi/ZH3Iz0+wOnTp/Hud78b6+v9UIPPFvushjoAOH/+PN797ndjZWUFo52bWHniTwDTvwJUIWAXU+1cEH4yi6t2OmeMbwKrF1UY7hhAKV/jMdWuVRw5dFNZYBtU7YjrWLroGaKTAdJ9rQ3CXQDsVC69Z10snjzQIqCScxDs3P4RWwBZ4lmDHVUNuLDCYG/ZmOk5YXyT5cFd2K/gCNjVENoBO/aD6QlhsHPniykIdrTQmF6S/VfFcwM7KqVOG+Ad11BMXMEWyvtgx4nEqslEEAY7F0bnsmu7YMcQVcTIsQmBnUskcXPqqXUW6Fqt2IJgF/l/O0ayp+UFSAiDnUIDdCHrjCEJSu3jYTSj2HQSN8CdwHwf6OptBsBOeQkn3TIbLaCDnUNnf1kDfH6BbCxvL9UpvuwDHSDu0dvWD9pzsEC3nQloHVVttcEHOgAwIBwVfUVifzlBbjQMEy7P2i84B3QH5djOo8KDp6/3xrhVoJOdA7jTy7UGurHcJ+6/9XIFrNx1gFMrM2xN59DEGN3VviFaQBexZI4aGpgCCVY+0EXsJJgDGqCLjpHIdcFKvv7zTtc2H+ii25g3QAcAZPpnoAa6iG18QgnQ7cn1Fyppcnw71QWHw/OgGuhiVsNcDLStOjfUI9nBXAzoTowVrCqsP/p+jK/tYGVlBe9617tw/vz5+AY/C+yzHuoA4P7778c73/lOjMdjjK9fw+Tin2K5IWDnf/34qt34mTjcDal2OpcCiOObwMrTcbgbUu3kxkfdxzQGd4OqnS1IN6TaObAb2obJbkG1s25OB3cOgP3ltwJ26580Ddx1Xo4OmE4Cu3LivZi5nyH1bMGOjMQY+vPwwc4VYu7O06+P2DsHHbDz49jqeXfATpVoxVGpgrFy6dmBHRlqtS/rgp0kS3T2vQN2rBjsu6ACYNe6HkNgZ1XeZv022LEm5J0P2W65mlCHlhbYOZWua+48+DBWD9oGO6OBxdmABHDCGD7YGc0otkzbrW6oVuvYEIpDD+i8cVqb7GT7sQYWp5rj5QNdvQ611zfnljXQAWipdV2gc+ardV2gAwDDqlbrukDnrKvWOaBzVhhdq3VdoHPWVeueFdDZfXW9XJkYyel5C+jc/jm1zgHd1rStzm2tzmQ8lo+3WwW6lrnQLpJz+HyBznW6uBWg863O1Lcf8LcCdKrkGui6VrsdTwC60Z6pga5rTp27FZiLq5HD6pwPc89VnfNhzgc6v7j04lyOtcf+FJPLNzCZTPCzP/uzn1WlS2L2OQF1APDFX/zF+Jmf+RlkWYbppavY+Nj/wdFduWThdR+ghcQaxFyyvmrn6mwWHejROSM7FLg7SbWrjtNgQHmrX+0Jqt0Q3A2qdnSyO/aWVLsT3LEO7LJ9wvQqYe1C+6ZWOWO0Xz07d2xnNbeft+KOdW6Ik+LpYvPogl1vnsWwO7YFdhQ4dxbsqFDQhxrTZ/onT+e3Dna+Sheca96odK3lHti1VDrffLAj9F07PtgxoELXugW72W2o3a69zTiw4/jXtfTzpWG3q4LMIzSGux+6btdnOwZFgA7yO84V8uNMgC5QL88vuhos30ASLD8/GwY6WUdebA7oRpO+r0xpEwU6oFHrQkDn7KgaRYEOaKt1XaADUKt1MaCTeYhaZ5ieNdD55qtzXWUOELUuBnTOfHUuBHQunioIdPU8GnUuBHSuWsFzdrfaZ1Ttbo2EBdyKu7WrzoWshrnIfLvqXNd8mBsCuluGuQGgi8EcmTbMDQFdzNWqcsLi9hKL8znO/MkHML10FVmW4Z3vfCceeuih8KQ+y+xzBuoA4HWvex3e8Y53IE1TrDx1Bdt/9ucoTuc4vtOgWOuv71yysUxBB3cqj/v0nUt2tBNpb2ThDgwg1qqGBOzcjdqfCADr/qPQV6Ov2kXbVTwL1W4geFbq2kVkcafgmfgDpHbHXuXg8XIQQgbx2BOr2pmBSvBGyzxCoFNvy8QfIA7s0iOOZtbK+YiPX4NdpE+xNAaV4qeLM5EHXc5YeYYwfzwco+HALj9TxTMqGYPJJA7skmO0VTrfFOqiykEzkhE4uZS0VDrfWEtc6fhG/LypQu7HoWSCoWtDNhS5T7x55Js87HYlBmLxc5DtlyuRvrt2DigoDHRulZRBZ5fRfWUNLO4sBmOOXDuyENABkOxWRhDonG1m8yjQAcBxOcIvfexvBIEOAJZlgo9//M4g0DkrjMb/ff01QaADgKVJ8OGn7xiKdQcwDHQgQK2HYQ6QYzE7GA8CnbOoOsfysX+rQBezkzroVCMeVueo424NTGJ88/mrc8n8+alzTIT9+1Qc5lgSEYdcrUyQdogDMDe6rk92ta4Nw9zkmhp0ta4/rrC4Xdp/bf+fD2L6yatI0xTveMc78NrXvja+4c8y+5yCOgD4si/7Mvz0T/80tNZYefwKzvzhB2HGBfINg2K1v74LxB7sCWrkiypfk3plXdO51N1yzbeDcEeAWhJGuyropnTqRzKjeJFRqxyoJcXhDrA1vUI7Yr/q07hqJ9mTjNWLhPFOXJUb/KLSwHJD4ej2BItT/aeXylnKSwwofwz79RkBYbUgjG4Qklm8tQsZKWw52o1HDZsEWG7E1TZWTh0KrwKg6d8Z2RGq4lXgAfkCLc/nOLw3vFwVjOllFQW7fJkiu67reoUxMxooVuMXuioGWmfZ0iHyxR9RWisg2wfGN8LHQi8J648PtwpzhaTj7XzkJZBdiewoQ9zaFK8hycoCVawci+uZOxDWUE5ENei5Vb11oOPQx5oxPj3HeDJQR4cAPS1RbcbfVEMtAZmBYpHAlAofuXJ7cJ1FleD9j9yPDzx5d3D5cZXh9x57EIsb4S+9ZZng6YfPYXQ9waOPhLcBAIsywZXj8PW7NAl+97GXodgbltVnsxHKYqCNWVIhzcLHiplwtDcBLzRmx2HaMkx45kI/MaQZRLJOdR4HOqeIDdUeHawZCskmZR1XiauxVDCIlpSyQKcX8ed8ti9/htQ51/s1dh84RWwI5g7uJRTr8Y/abF+erbF3SbnCqKaSuBWy0XWN0XUt/aAjYyxPGyxPm0GYG19XWG4NA91oj6HGS5z+nx/BymOXobXGT/3UT+HLvuzLwhv+LLXPOagDgDe96U346Z/+aSRJgukTV3Dm9z4AVhXyTYP5eQ6qdifdaFCiZJWTONz5RQ+DKlRF1r0YhzvXUzLdj8AdNwpTTI2o45EG4M6kcgF3b3rXFzY7ZIxuchzsLGDGbkjWQDklLDdUD+zydY3ZeTvukEvXxS4lfbhz2beqlIdsF7qkj6u0BRsEOwKKVenX2oU7SeYQpWMI7Fz9qhDYEVPdVzCYxZUwaFpBpeYEsEMU7ExJ0g3DQXuHdySmT/a1HIfBrqlvFwE7bubOSR/spOQLbLmTMNhRCYwODHTOmD7T34QrduxawnXBjipCeiQK6mgA7MhQfY33F1rXLwNUUB/sHNCRXHN1AoR/KJw7nSmsSlr1LAZ2rBmT7Rmm4yVSXaG6M5yVWW4XADHUKNKY3cW4VtSDLmYgn6fgUgGGMA+AzKJK8KFH74beSWB2+vEMx1WGP/jEA+DdDFQRnnhmu7W8BrpdJQV3d8OUkVeSMBEyB3TlfgYwcLjb76s3m40wOx7DFP2QDGdKV6Ao3ArQYSnzM7P2dWOYcPHCNi5dOA11FM/mdkAHICgCmLRxqYY+4uruPgPE54AOBOSbnYUk93HUbcuE8Q0BulCyl7NsX4SIWOmVJpM38vFmYS5WhoSJapgLAp1V5xzQhaxckc5PRsfh1cFcTASpYW5sgu3+JtcUJtcU9FyeXSElcf1xVQMdTIXt/+dDtUL3L//lv8SXf/mXhzf+WWyfk1AHAF/xFV/hxdhdw5k/ej+YSpQTRr4Rh7uTzLWKcnBXjuXuzg5Qt2WqwS6i2lGFGu5iYKeLvmpn/M4IJ6l28ODuOap2ugBGQ6qdB5gnqXY+2FUptV28Jn6sHNgNqXbgPtj5rlUHdtMrFIY7+7AsVgdUuwDYGd08CIbAzh/DtSir/4kYyr70Q2DnZ9PVYPdEA3bzeYb0gvfCDoEdeS+BANhJJqoDhADYGUB3uoR0wc65zYEw2OklYe1Jt5wx3mVML3tTNPLB49zEIbBrbaMKgJ1T6ZypjlpH4tbyu5X0Wki5Ddn/8rRqg50LlfC22VLrfKCr59Gs7xS6yUjoQCmD9fU5yjuaC4sVUJ4poG3SAyn01Dr/XiEGlJdg1AI6928VtdS6Guj25PhRQfj/P/rKevlxleEPHnsAvOei7QHj9VD1ga6eR0l48hPtvrE+0FVMeOzwTDOGD3T1P7bf4LPZCKZQMAPudKVMDXTMhLJsxugCXdcMk8DcoQ4DHUtyUQvoQuOkw/FxNcxFgM7FcPlu2SrrXrsD2+AG5mJAlx00QBez5AR37EkwF1LnWkXOPXVuCOhOgjkHdM78dZenDJan4jAHAOPrqo4lDJkPcwJ0Jej4/ZhcuI7RaISf+Zmf+ZwEOuBzGOoA4A1veAPe/e53YzKZYHz1Js7+/h+D8hwmxbOGO6rQyvh0cFeNgXJM8uXjfzH4qt0A3D0r1U6hXXPtFlQ7N85zUe0AAbtbVe2eqzvWjXFLqt0JYBdzx4qSxLVq18vgtdt4VmBn41rqn1uwUzMlcGcQbAReg51V6XzrgR2hBQiqAKbPNIqdKVSrZ209L691XNUVaTpgx9R+WfTAzlPpWofDgp1T6br76MBOLwnrj4lK1yxnjHc8sAvE/fmxgFSRFFz1l/tgZ4Gudf1QUz6oB3TeNmq1zql0nRVqsCN5+baAmQmoLNiFgM7Ow1frpuP2BaqUwdS2husCnZuDnlQ12MW8AIsbkyDQAWipdV2gkzFRq3U10O221Tun1oWAzk6zpdaFFLqDpbhYg0AHAAwc7Yla54Cua8aCu1JGgK6b9WmPzy0DXQDmygm31LkY0Dl36y0BXcQczIUT4Rp3660AXcwEpF4YdS48hbg6J50vnp06FzIf5nrqnL3MlqcMzET++KbsR+n4urhau88rZz2YA4AqR3b5jzG+Llmu73rXuz7nXK6+fda2CXs29rGPfQw/8iM/gsPDQ+Qb67j+5X8N1bSRilQhGazZAaLyPiAvsd4LEqh7yRXrwPJ0JHiKpC9jth8GBul8wHXLqq4Ze9MPKm/2ZR4tbgoMN2Rml70a+ZpMgWo84Kem4YcbIMeJFbDciq9jRoxizYBD7jMGiAnJocLKxTgAguMPObaxZdGEEHZwyOJ+DYxvbKeKWOswORcDhXUBmDFDbYXfFqZQ0FcyrFyiqKsn35DrJdb+yl0nQ11MdA5bVDewWAvklis8GBOoF4TxjcgmbHbm6qVI6yxFWG4SFqfCnUEccKoyAOHWqjFwfF8RT0qwrtaoEcApgycDjZgrgt5P4jGLisEjE//osPMYbyx7UAcAxigcHk1QLTT0JBIXVhHU5XjcGWuG2c77QOfNMZsWyI8y6N3+jrAC+HQO0twDuu5+jHYioJQytl93Vf4/4nKdpgUuXt9CsRfJJCBAr+dBoHOWZFUP5urpMVAuUjAjCnRqpYBZJFCH4eVkpF1bDObqZ+1A3GUdwx25psgQTNL/0PAt26fBZ6orRxSsrUkSAgPIsyxmQzAHALOzKv4cs/vJhKirdXrZzSE8RLli++0OHIdkMRBrDmB+VrbdhTlnK0/K9R6Dudlt1pOz1z4OVM6QXX4/VHGI1dVVvPvd78YrX/nK8CCfI/Y5rdQ5e+UrX4n3vOc9OHXqFLL9A5z73T9Aun9QLzcpkG8azG7nXv0s31ghGHvnVDuTcE9ZaVYSWMk3w1lAVNm2WYvwy0tVNkA39nK1ql2ysKVajsMP1OSYML0kX039ScgNeng3NTFvnjnVTpUcLhXCDbTFSom4eJHRbjxgnjXA0yr8grSKnUkic6jnEX9IybHmOMDbr+Mg0NnxTQostgONv90QDOicon1rAVFXq0XkpZMalKfKqIqsCmC0K90jYg/DKgOO75S4kvAErNs5nNQIqkRty2LxiIDtvRpdXKuSy41ICQrdvHiCv7fgmR7Fz6deAKuPxlP8WDN4q4BZG0iNM4j3sQVAiXQMiS6vCMnOUJYKSYHpANDV8zQADUEhAeVA0gQTMF6J+wiJgOk4DwIdAEABqxvzONARgPVC4DVgRjPMvXNURkWBjpnw9M3NONC5sQaATiV8MtDlahDomCkOdGzrpcWATgGH91eDQLc8zYPu1mKdkW+aKNCpnKDyYaDL9ofdreM9FnUuBHQMrF8oB4HOaILR8Uz0bJ+R7YvHK5YMoRcnuFonw0C3eoGweiEeX752wWD1Ylidcza6lkjGcgToWCMMdMt9jC79AVRxiO3tbfy7f/fvPueBDvg8gTpAChS/973vxV133YVkvsC53/3fGF1rqpibFCinBvkpg9kdYbhzqkEM7vTc9oeMgJ30TTXSPDwAd1Q1ykkM7oDBZwWotHXHDhEEO1UC2RFjtMNBsOPEFoo9Z4JgBzQuvWI1DG/SEktgIbScKiBZMJJjDvcmBAToAgkSAKCWCsmxQpU9tzp0vY09By2aNVCtVjCZCYKd622rImAnRY0ZKFQU7KDkGlluIpi57cZxymFojrxaolqvgmDHZN1HWbyMDVXyJZ9Gyv7AQpuJCTtW0ShWKAh2rOy2I/sAAyTHbN3e4Y+h8U3G6jMGq48HCn0rBq2UUFkVTThoxhpS8xiUGVHzuouMHJ9kFumHawQg9Exh55mN/mKjsL8/hVkk0X6tYAIRQJF9YM1I7phhnEXax2nGuXN7OLd2iNG9/To/nACnH7yJ+7Z2sHn3XmAAAOsFkqyCWumDpdEMc/8cWxvHQaBjJuwdTbF/PEFVDkgyAMAAx4AskYcfh/pSO6ArVNQboVYK6MRAJ/374aSCw6yAg5dWOHywAjZjD2epc1ZO4vXYinWGGRmYUPFs2NjcKv4B7zJX9SI8/mifMdpn6Dxebmf9Qol0vxgEuqhAAQG6JAaMcAIFQUWu53IifzgJ3/cO5kYHkX7pDKxdNMgODfZeGsaU0bVEgC7iyXAub1boAZ2aX0d25X+DqgXuuecevPe978X9998fHuhzzD5voA4AbrvtNvzSL/0SXv3qV0OVJc7+wfux8smLrXVMyihXLNx1lDtVCBTVYNeBO+XH3RHicGddreVKrHYP6hi+GNgBw3CnKgG7rmpXjYHlJkkSxA5j+kxYtTOZgN3egwjCHSsBgmoUBzuTYhC8VIUo2NU7mDCQdtxaTh0iGb+MwOOzsucaZEAIgx03MShBsLPuWalnplAdJy24q3IlMU82LqyccgvsWHdCAWJQBACKw2DnXaMxsHPJNiGwczGfIJvEE+mt6rbVzRg3KWF+pp1k0NoHIwqdKoAmnrHzIcRAsmSoEli5EgA7Qt1pgBT6ap1VfgHZRkjdqbMq3fXYOQbpIdUFhHvn2QKdykkAdT/BzuUG7BzQ1RDDiLYYBATOumoda4a+c4aN1Tm0Ykw2Fr3fnDu3h9OTGRJlcHa9XbOOE+DUAzu4a30XiapwdrVT084BXRqmDB/o6jG9ByMzYf94gqLQKAotgByA4/aggQ/SpHngcQccW0AXMQd0ITup4DAr4PCBCmorh9oMNVUGltu2C4FNzunCSF34NqJ0Ag3QxczB3BDQ6aWBXoZcoQJz6xdLpAfhF4tT59x7q1t036lzyUkwFzmOQANzsc4/DuZcDG7lP5cYWL1oBOjs8uXZ9v3gw1wy78ff+TDHSpLofMtHT2Pl+p9CVSVe/epX49//+3+Pc+faCUCfy/Z5BXUAsL6+jp/7uZ/DW97yFhAzTn/gg9j4i0dAJbcIzWSMcrUNd63MRV+1iyh3LbCLwF1MtZMV+qodBZQlH+xMijojV1XcU+1MyjUM1EkQEdXOZFLS4SS4ez6qnQO7qDvWlpaIqXYOKHx4JMODLXWi9kKDnVtswS45VmF3LEOyNn3VrqJ21hihD3a9oP4GiqoMWPotsDpg102OCIKdtztBsDNeckMI7DrXvdQE9DIyVVwhBNDKdnXz8cFO6uI1k+yCHSsGTfsJBzXYOaCjZnwqqQV2RGjdYKS4Vut8oKuXV2jUOh/o6oOAVmC+YWqrUkx9tc57uHTVOh/oZDm31Dof6JyNdFmrdQ7o7t7YqZePdYmNu/blLwo9oFOKsTgvxzAEdG6/gDbQ+aZiRZsDphJuAV3XXkigC47vAV39G8U4vsdl8TTqXKw2Yq3ORYDOuVuftzp3EsztF0j340DXu2c9MHUw54COCTi4z8twD8Cc68gEtNW5kPnqXGgfHMyN9hugax2DDsw5q0sxdWCunrc9rYd3Aqb8ODY+/gGUZYmv/MqvxM/93M9hbe05lMn4LLZn2R79c8NGoxF+4id+AmfOnMFv/uZvYuORh5EdHODml74WZtxpcZOx/UMoV8XFonLvYif7zLWwpZcEc6RQrbbLILT+3zQAyRqoNNduML0gjGwBVlkBdZ0zquz6AUXEPe9cYLpvotoJJIQSPZxql8wI5RS97gbuGFRTAqCQHraX12Drl4oYWN7NYlSVzNEUcoDKfqkqq5IE/r1e3hyX5BjDCQpJ/wu0maxznQ5sK7J9kxmwJlBF/RprtgyAe2GXK2GIR6EQ/VAnV0JlIDmCmqSanqvQgR2AbFcFMj0t2MEWHu1+PBj3sCSUq9xvkUZNKRWVB5RDcsddIZ1xW6XrzF8VAvs9c/dDJS6TrmKgSmC0yzi0QKe6L3JX9+0oaQOdP35JYGhgFEiccG5YAHTUATZ3jI4JoBTlZtlbLnMk7FzewOa5Qxwdhr6ERK1TWRX8WnRqnT7ULaBz5tS6xdGoB3QAarXuQrLWAzpZXuHc2iH21Qaw1lfoiBhqtYDRGtX9c5zaCEvtMaB7NnYrMAcgCnRqRQCmC3REDLNZIrucysdCF+hIPkSTeR/o5PcArxcA6ZY6F7IXSp2LWRTmAAE6C3MxMy52eMDVCiCozuUbpv5QDUGxXjYfbiGYK1akZBaAIMzNTyusXpR/H+33PQ3XXpdgdE3+Gnom6kXz3hmKTzy8vcLaox/A5Iqk43/bt30bfvAHfxBKfd7pWp8f2a9D9tu//dv4+Z//eZRliXx9HTff8NdQrk+iGaSiuFDwYQ0AYJuavTFEFQi6FwD7stpVGO0EFzeKSNqHt3p4W428GycgywjEtol7YApVKpmhy1NAfqr/pFE5Id2XrLBQJqDrvlGNOXiMHDClRxzMdjQayDcIs9uNPDS7xgQ61hhf0+EHITfbifWYrTLZRuwmZyXvkWw/vNxkwPwMo9gKP4nVQmF0Ix7XQ0bO3fz2sJxIhqAWA0kW9uNh6EVQjRnLOyIPcqsgZYG+x258lQ8ksqiBGDr7e/chEh2/BPJ+eFltqpQaiUGzasJoP7zcJMDRHQrz18YioyVBhWYDsKEArJRxoCgURs+k0ecAa3nhRZcnDD63hFnEkhYYejzsotRJ1QO61nJlekDnrDQKN2crPaBztqhSfOzCbVGXKyBq3BDQHc1Hg0BXzRIgpq4RcPs9N3B1J565ZkoVjb2TFYB0PZJdzgT9+CQa88UEycDPwhnqzIA5SpHs6SjQ6aW0AAwCHQPjK4lUNAgcYmJJJgNHgM6+ByY7EaAjYLmuMbkZB7qDeyeD1RDydUJ6GHe1FlPC4T1hmAMD0yuMfI2iyhxYsnd7sNZZJ7qcgKuvj8fMARbqBrgs3wCSgxnWP/5+ZAcHSNMU/+Sf/BN8zdd8TfxHn+P2+YepHfu6r/s6/MIv/AK2traQHRzg7O//HiZP72B0QyM5DtRIymwz+YAbFIDE8BSE5EBBRVod6ZnC5IpC2q0vhkYiViWHMzhdvF2oO4FbJQHyLcZyM6ASVGyr9nNw/s4lO77pFVP2TBQ7ruMLe9u2sXTiiutvQBIEAFYUjAFTXmA+HQQiZIklmzGgSMpyGzd4ijE/EwHnE6CDtc1Oi0CH27aKFBomM5ypTAbI9oDx1cjTzrpro11OSAqTDpUqSQ8J2ZXwCpQrrFxSyPbivwcGSqFYNW2oBMEg1Cmb+BH7XLRu1mDXFjuvozul0Gnw52Tvo2vhQEsiRjIpwauxwoqQ+oLHkfNDQLpStN3bneUmZegI0Ek9N4XkqViwKWO8vkQ2iiQ9EOPOM7u4ZzsMZA6oFnn4BBaVxlM3T2FRhPevNBpXj9YwnkbSP4mRZiVWpuGURmbCwfEYRR6X1k0RUIrr8YHzd9+MAqn7fTSpBECs/zAgQJc8NsEoVAEADdCZsRkEOipoEOjIIAp0k8sJ0uNhoNPzSOycBTpWNAh0VYZBoMvXKAp0yw3x6kSBbiItFqNAd5mRHnEU6KpMwnZiwMZEYKLwcgJ2XpFg5+VxoDMJ6jqdIXPx6vr4BrY+9HvIDg6wtbWFf/tv/+3nNdABXwBQBwAPPfQQfuVXfgUPPvggdJ7j9P/5Q0yfehzpHoJwVxc0BYJw5yrh63kY7kwmF/tol4JwV6wwllu2QG7JINPegHPFutpd3QeDsr0J8y3G7DbqwR1r6epQg13Xw2QL9Y5vAtOndQ/uqpEUbFaFzdYNvRuVjXWbRMp+kAW7SPaTqkgyCq9nEbizAJmE4c6kPAh2bj+jYKeGwQ4MqCVFwc6pUTGwUyVjdHMA7IDGtR9ZZpIw2BGL22N0Mwx2VBBGu/LQjYEdcaMIh8x9fATBzrqw6/92F/vxfDExroKtCxmK45Qip4tt0wO7KgWOb1eoxvJhYK63wYkgUETESEZVH+ys+5UqQC0IOOocAALSUYk0KzE6Ncf8zn7iRV3kOHTZs8xLL8PZ6Q7oxlmBJAlk2hLjju09bE+OMEn6L2wHdGWhMV/2T54A3RaWsxTzWT8WozQazxytY1EkUKGyIcRIEgOlOJrlenA8HsxwNYUKZq/K+MC5u3Zwx2pEJj/p94AAXeTGcQpdsKQTPIVuFL4wfaALmV5SXEVnYHw5weRy0gtBAeTaGO80QNdfoflgjtXPXG5oAboRsPpM/8F8eM9YgG6dgpmryw1pl2gyCcnpWjEhFBNR35Zb3dhPgbnpFUZ2xFic7j8bq0z+sAYm1wIf/RbmQEA667tbHcwtT3EwlMiHuVBJGgdzVDHU0WM4/6d/DJ0v8cADD+BXfuVX8NBDD/V/9HlmXxBQBwDnzp3DL/7iL9YJFGuP/QXWHv0AkqMC6T614I4TqSrfyj714cj+V9lg9y7ccSYdHFQhLq4u3JlMarC5zEMBuI5yZ7cXgjsJMJfClsWq6cOd91Il5p5q57arCunA0FXtOLGNj1ngsavaUWVjAq2i1VXtTNKUsWBFA6qdxDDGVTu7jYhq58Du6C6Kq3aVqINB+LBgtzgTcRVasNMzFYa7zyDYyfh9sKOFxupTMley2aUtsDPtDO4u2LGSbhT137tgx/3khtaxpQAocvv//ZpWXbAzmRQKddvO19svBlaE0tbdI0P9uD9/KsTQgbIS9XydYtf5jYMtrQ10x71X94V16/u/tUDnjo+qgMw/9x7QAYAmbql1PtABgCKDrXEjVTigq2zxYWMIl/abC9cBXT6XE2AqwiM3ztbLHdDNPYWv5X61QKd1RF15AYDu/N03cefa3nP7vUEU6AwT6PEp9OOTYKtAJiBfN1GgYwaqw/REoIuWInHq3FE/phjoqHMxoLMw5/pRT3bacdsO5qqRbK+b4Xpw7wTLDYV8XX7fDX9ZbhDMCHUrytSbhw9znMjx8ltW1jB3KH+k8HEzdg1zCdehTZlXe9KHOXfT1NDZgbnlKfl3/53jw1z9bvOW1zBnACoKjK78GdY/8Zeoqgp/82/+zc+7DNch+7xMlIjZZDLBT/7kT+JVr3oV3vve92J87Wmkh3s4fNkbUE3XpTTFXGIoqhGjnEpJhzpJgVC/oIgBNgCUwIm0ErKwlUq2a74hbVNqKTgnm6zAKFYYi9OE8U1uMl5JBmbV/0JyqpNBH3BMwjCrbLtB9IssynwZ7O6mzvCqYIxvEpK5lmKR3Vg7bm4Yp55JzS9Ht+6BxBb4OnEWTrUjAUWVM5IjQmkzPUW1Awqk4Tg7H1I7UzMpI08ZaiL7HoyzM80ud+V6VpKcQGPZUC/OjkX5kgeI6rtbLNixCcOngB1BLROYEbA4F5A9yZ7+zkeDWyat46gp/eFxhgM7IEV+vgAV1MoYdWAHUN1AnHrj27EKO5fOPrCW605VCKtz3Fwbvaxbbx13EnrKr13fZMDxHe0kE5Mx9u9V2PikQZX2M7RVAZTXx1BnFrVK5xsRg1dL0FFSq3St5QbgoxRYLQCSTga+JUmF+Z0lJk/b8jOh0jb2/PWA1yZV5EAP6JylSYV8mfaADgAUMSZJgV1MwEw4XmQ10Mm2qVbrukDn5ubUuhDQETHqOPEI0C2LBKO0jAMdU31BRYGMgDMv2YUijip0rhjxINCdoM4F+z7j+atzwAkxrhboujBXjeTQZHtWXR+AOaCvziVzU8OcGy9kh/fIV1i+Hp5/vk5tSOuYg7mgMWqYi5mDueY3hOkV+2Hm6gV1ppYey77tvFw27EDOWV3NwR2bzjMlsYlufj9qAFCLA0yf/FPo5RG01viH//Af4u/+3b8Lovi5/XyzLyioAwAiwrd+67fiFa94BX7yJ38S169fx8Zf/B6O7nsN8rN3Qc0FSnQmQbDltMkCbMGdAUi1378+3IVukhruloTlVr9jAjHk90Ziygx1gv09gJCuBySKmjWTMPItoJoQkhlA1wFdeC94mxPDjiJac2OpYD4TuAu+uEvUNb16aow9FvLcDcQbkb3BWfZP55KF6R+79AAwywysGfm6aQf6kw8N/QeMqHbS5kw6SvRWGUw8cKodQOHq6Fa1C4rbHejumioZoz3AJASqEhRrEXe15eRe7L4HdnrZhyIf7EJZty2wC8Wley+WoThE7qhs7RVgr8nIcrtO6PcuMUNUuPYEWAOLM/L1tHKZa5WunroREM8xRnK2H4Dj3LAlE9ReEryu1YJQUYLs9KLnEtXaIFnPAUqCvWXdGAQEY2hVBWTXEuS3FcHCwYoYk+kSp1dmLaBrlhtsjBe4tLuBMpKUEAQ6z0JA17IBhc4wDSp0zKjblvWAjBgYGZw7v/fc1TngUwZ0xITqUI7JkDoHBJ4dJMlK48uJJO531Tn7cRR1tdp1oq5Wu9ypc6FlDuaC3VxoAOZYXK/FxHqWAu+qfJMwvWwVtwDQLU6ruhpBKOlQ1DzqwZyz/fvkWurCnG+xmLlkAWh7q/v3c7p7EZOnPwQyFc6cOYOf+qmfwhd90RdFx/98tS8Y92vXHnroIfzqr/4qXv/614NMhbXH/hwrj/05UJV1MH9yZDMUO9dd7ZZ17oCOKa8GWbB2m20B5df4aY1tXbLJMffbJ1mAkNZK/QxK55JdnmLsvwzYf6B/ioklM1UFYxJs8cmjSCwdOzBty9/NAKjrygVvaKvaCSR1fmrdsXpG4SB0y1RkwstNKi1t8g2uVcDeEAOV3Js4u8iDhgE9I4xuxuPskgWQBZRSwMLdjgOwAQv93LliY8mUFuzGV+PJHaoAqkgVfJC4zI/vjEegMyHaMByw7tLYsYNc27H6gialaMYta4kfjSkVZAjpEaGMFPUlYqisGszWpYqCMW4AoLTE90V7eHbcri2zat14LUzDhgnLZRIEOgA4LkZ4/GO3R4GuLDUeffT2KNDJFCgOdMBzdrmyBXk2FIYyQ1D7SRToDBPM7igOdEygPFYkVMZ/PgpdrcLHgG6uws8LBlYuErIdFXW3VqMTYueyYaDTS44DHVDXhIy153NF40PqXF0CJFIguJxKTK5ztYZsudl2tbbmvsAg0B3dQS03a9dc+7RYEoSeoy4hBQCoCkwufADTCx8AmQqvf/3r8au/+qtfkEAHfAFDHQBsbm7iXe96F9761reCiDC+dgGbH/ld6MNdAKg7SIQKAgP23215DxNoTi99L4HF6X7/TafaxV7SxE2marAvplXO9DxcGsMkjGKrRPHSWRjsjLh9WVEjkbe2z3Xx2N7L1roApfRLAO6UwEO+jnBKPcF2K5AHYgjuBnuqMkCFuLqD1eG1uM+hELzCdYF4LJYRRS62XJW2xlssC7+SOMoQMMtygeZgILdT/OJcNFjQVxJg4m4a+S334tTq5QlgThdYbseLuLr4z9j41ZTDSiTkJVtOwvMzKTA7x/EyNPa/sTI0AMCFioLdkA2VfTBGoVgmwfZhgFwH2X5Y3TUpcPRggdl9eVClq5hwdDRGGckiPczHePzDd2J8JbxPxijQ0xOMrkdgVjFu394L75i1VFcYpfFK3qmukA6UPXHb6U9OWqrF7qPcJPjo43dAzWInnICFQrSoI0sccPQ+JqnH2QM6BvSxknaPocuUgeRIITlS0di51YvAaM9I2ajONsuJwFR6GAA6C3NVJnHGIaDzu0kE72MrJPRCdLxtgMKwBnjejsjycirJbVF3qwP5EMzZ5MHJDQ7eT1VqS2pFnj/pgY2vPqEZif/s1bNdrD76v5DtXoRSCm9961vxrne9C5ubm8ODfB7bFzTUAYDWGm9729vwC7/wCzh79iz04hgbf/X7GD/9iP0UFYuBnWs+b1IEwc4kkklbrHO/sToN3JyQG4C1K0HShztVCaDoOSE97HczoIWGKRSKl85w7a9zEO7Ygk8Q7ghg2wqsC3eSuQupMF704c51oqjdpoEXp6pE8UvmfbA7ychQHecXgjuTAMWqBPT24M4BZeeFQCVsEWdR3LrLVWljPbhRVLvL0yNJTImpnGRQK8HB/eJm3diyoV6uUg4lXIRaJint62JgR9qAN5892JlU2igxDYCddUm59nO+sQKqFQOopqRNz6wbeXQzAndMzxrsYkBnjMJilmE5D3cycDDnMl27IG5SYHZ/jun2DNOtOUrTyeJlwvHRGGapwRXh4evtIG4HdJOI8mqMAl0aIzkKPz9IMe44u4ez034fWGeJMlD2z9DyLOlfzOw/D0NTYCCZywv6zz9+b29xaRSSm6lcT4cdwrBAR4UQSDcO0gGdnlO/nZ6dz/wstwvEO5ibKVDpwhk687Uw58qVdJevXCSsXpS2Uz2FjCTBiFM598mMW8sczJmE+oovNzCnbGJX781sYS7aOtLBnAvj6G7CJZwR+jAKgTkHdKGsWD9R8OjO/jWp5+SFF/V/XqWoE+tC5u6jaHhHbz6M7Nqj2Hjif0Pnxzh37hze85734G1vexu0fu7FsD8f7Ase6py95jWvwfve9746O3blwsew/tE/hFo2tZRqsIvBXTqs2hXrHFTtoqYkDkuVjHRm+nBnXcDSpqoPd6oAeKExnS6xeseBwN1fa+BOlSLz18HtHbhThY1dUGG4o0pgTNxqAnc+2JmR1/aKAi9QeyxdJ4OQahczsi4z13+1C3esWebpxeK14M701TTnoqyXF/3l9UMn8HCV+nXcjBVqIWl/o/KOWsdtN0/vI8LuLyD70gU7tg91+XEf7KpRk1UaAjuTNkkcIbCjqnkZhMDOqYBuLkOKndteFDxJ5hgDu2Rmy7UMgd0yGYS72IcGIMC0nKcwuY4CXXpA0IvwS6gGuq2G3I3nYvSBThYSZkfNwTjMx3jsIw3QqQrgi1NvLAU80wAdVQR1vfni6gJdQhW2V9s+wqQDc0kH7PzlRIzRuLmYuXNtEnFbrTOE5KaNVTOE7Hob2nKT4ONP3F7/PZRZTv5xDzCn39Gll9hDaIDOgzm/1zanzTPUhzmdS6KbX5LHwdx4z9RAV4fVWHXOAZ3Eq/k70oe5LjDqpQdzQK8/chfmWh2HAjDnf3z7MOeW+yEUNcylTTysnxVbP6O97fv3tVPnYj3MnToXIw2nzt0yzAGgfIaVJ/4Ik8sfRVVVeMtb3oJf+7Vfw6tf/epbH+Tz2L7gEiWGbG1tDT/5kz+JN7zhDfiFX/gF4OAGNj/0uzi+7yEsz94FkJcJC/ReCGxfRKQIAEN1YjVYu7pu8uNoo/uIqZKhyiYJoVjtKE0GoBz1l62fRAEA0+kSmC4xOzXCPqbYeMxAlc3L34EB2TgZqmRbdcNl+4Co7ENH5e0HlCu1wjbRQ8pVtL8MWaEBIvtfpgaYVAGY0qawx1763vZgUNcMI5b5q0LiOYxGk+jiHmoMkHLHE3U2MjkVzj/elagN5YQbla47B5v16VS6Zm7NeTK2mLV/rFTd15SQb3KzP539c9dZF/JqsENE9bMvE4Chl/JxUK61e8W6pIPsQF44atXvKWrBDilGN5StjddRritAgWGSgAucmvi9UAIB0LxEog90JRnbQVe3n/yx0d84F3LQSvQzWk9yt8bUOcADusicQ0DnWw/oOuaAbnql2T4ZIN0nlC9pgK51TFmu4xxhhU4RYy1b4gbkhHeBDoD83aqJoeWjtMRykfWArpmkOwDW7epBF1XAnz98L1738k9iUaX46ON31NAHoFbreK1s3K6+MdnkM7kh0t3+satG9jqybleJf7VQXLSGqss1JdYF243Pdc+olael1me3QG41Rq3MARbmPEtm4n40KaSURyS5xt1Pvc473odnSJVjr+1XUJXz2mZFyyUBNcxFLaYKWhuCOWAY5oDh+yg8H8b48gWsPfoXIFNiMpngh37oh/A1X/M1X1DZrSfZi1DXMSLC137t1+Khhx7Cv/pX/wof//jHsfaJD2J04xKOHngtzEgIp37h+nVOrIlqR+JGCmzDqXbVWMAuVERxyFTJyA7lIVas9ItEkmkaWIcKA0+nS8xeClzbHiHbIaw8za1aYUwCPmwfpnqOBuwAiZnLBJqcIlWrdyxQyQQLd4xildqSP3UOm4Wxeu7PBu5Y4NPvS+vgTsBG/rF2pfpwxxLUSwW1VTpnVkFUhc2o7T6A2IpKuQBGN4nAgZ0r9Nt9QDqwIybkEVWrvs7Cu16DXbCXrQd2QfPALpR44oPd5EpATfHALlhE+FmAXdSUV4qn92Pr7q4I1YiQn+0sd6odE7gir3xHeKzFLAPb34TsloDuviIKdOY5AF3r9yGg8+enGLed2b8ll+tzWR4FOohaxxCFLun1RSaMLif48+o+IDUtoHOmFwoVEnDCbZXOWSX3UXKognF0zg2bb8hN6ZS51joW6PSSgGWTzOab0YyVi2GYYwKWm6rpdRqoxzjaaZ6FoY8deb7JTR1ro+iUyRBQ+QloIWCTLPL4ckBgDhi49zi+faBRSYfUOVmhv8zVcgSehasVgFrOsf7whzC6eRUA8KpXvQo//uM/jpe85CW3PsgXiH3e9359PlaWJf7Lf/kveN/73oeiKGCSFMf3vRrLMy9BXduD5cutWAs/CPVS3JJlJOtQFZJRmc4QTohwN7gJN0Q2KWF2VmF5Kuy6NCNgeaoCncqxstp/889mI+gnJpg+E/6iJHaKVwSurOuTNYIvSyaJX5tc556y2FpP9d0S7t/LidQuC7asgc0KzRAOsLVMIzXeqK9q+V+jkXedKoB0xrZZfWD7NvZx9enIy5AkViUWnGwSKT8QKkcCoK5/pyNt6dwcoy11UikdUK6G5+fc2HwukqF5nGLzr5JghXrAvixHhPm5sMtVXsaEyTVCsRbdBSy3GGYcnqPKCZOrKtovlhOpYbe4M9YPF1CxXrAk7jiO9WItCaOrCZLjSEJEAszPMarNEtNT/dZXzARjCEWehIGOAVpq0JLiQKeB+e1VNCkCStznr/uiJ4KLc5PgkzungvFxgJRFmT+6ifVX3Axv3yjsXV6HWgkfX64UkmeyaOs0Voz8tJEEhYixjmd3u9Zr0SB6sq31RmHYSI6k5ZdJEYQ5Z5OrHOw57IBuuRmAOW+dydW+O9jfBz0P98QGBNiiiVIsz//j23QU1ljJx/eQOkcR9Q+Qa2x6lZHOwvu/2JJz5xcd9q2OqSviSDEY7wsg3+R2DCUzxlcvYu3Rv4AqC2RZhu/7vu/Dt37rt37Bx87F7EWlbsCSJMF3fdd34U1vehPe8Y534JFHHsHao3+O7MYlHN//GpjRBDq38WBz+YLrwh1rADmQ7Uo17y7cmRTgNQYnIi31wE7JC1O+qlQP7FTBULmreUf9TNIlkO0pLJMUhwsNNa5acDedLnF4OsPK09q6Qttw51yjySKinLnYJP8r3rsnieUYlGNJkzdp323sHkK1G9V36dpts7ZuUoMe3FElal1da409wPPjUEjat1HpwZ2v3KFvqgBGe1zHj3XBrhoBi22X2q+CYCeJEyTltgIx4YCALzAAdlpiFFXohUSwbe0C0Ao5Z+W6aZ8jf2zFgCaY4zT80u64Xvu/t8Hh1j3dBTsqCOMbVLtLQ2DHyr2MVRDsTAKrZlIQ7KgCxtcBII2DXchIYIJjbzoLdOlh2NVkEmBxllGtDwOdiZbtsEBXhDO+WUnCD0hKbMT2ocoYquu2dLtgNK4cxWm6qDQWH9vEaD/y0WIU9q6vRkt/OKDLDqiuOdjeB8ZyuwJNK5RaIzkIlEdRXD9rurGUDuiSuYBHtLSM6gOdizvUOWBGfSh39x8xMLnCGB1wb7lLiogBnaubmR5GXK1wXoEw0LkYuSBwMTC2iqFeGDCFjp39nxPcrW4eITO2i8QQ0MVgDrBAV8WBTjwGgUoK1lwISjUGEuvVUYs51h79MMY3rgAAXv7yl+PHf/zHcc8998Qn8qK9CHW3Yvfeey/e+9734jd+4zfwvve9D9i5gmz/f+L47ldhefZe6IqQHrJ9KKsW2JmEoZS8bE0h5TLCcMei1owJyaKv2plUCkJWYwW96Kt27Eqr2CbMXbijQgGFgskVjoEW2KWbSxzdNcXaUwCIg3BHFaBty7KoW7R7P9sHjMlsmv9VA9bycvThzsXV1cH+DrKcSmnLhIAEeirVhjtiUXJAjCoT1wbb+Me6tZqdXjVikFXNWnAHiLvAj3uzQOeaXqscQCfJhRVgpvKj+XkpkvuswI4AVlSXeOmCHbvYHMW1K7UFdg5K1DDY+ecjVspBzRW4kuLPMUUmNq7JrCIXADuqUKsfIbATEGAbkwnEwA5KwM5ogqrQgztVMcbXCapIJfFjCO7scXPj9qyUAH8p3BxTiAXoyrUKYML8cIzJWnNfOaBjJhBJIWMD/4tJgA42XEFiYL0wCCXHsbJlOahX3FeOW7SLB04uPOyAbnJN7vf9R05h42VNpH8NdMcSP9AFfx/oZI7t8WugW7EK4agCoHvrDPYK5kaFVhX6XXWoX3mghjkbZ1d26oXW8EMMMtQDOh/mKj8RojNv+a/MMRgC4Vk3I74u3qsDy32Ym8t/j8+3X9f1MXPP2ZNCGQLW6tjQOfa3qs4BYS8L0MBcHecXuJXyzaYQv1oCYMbk6Sew+sTHoKoSSZLge7/3e/Ed3/EdSJIXkeUke/EI3aIlSYLv/u7vxhvf+Eb87M/+LD7+8Y9j9YmPYHT9AuZ3vRZQ61AFY7RLUdVOSoAI3AF9l6xJbWmULAx3kqFEqMZowd3ogFFcV1KXybZs8eFO5fKiLycSr2IO2qrdeJLjcGsEPKW9lmXygvFj1UADcOcDQwDuqjEw31aY3DBIZ9yHO26+0kNw5/rN8grqLNZKuZed7CuVADL7e92HOwKASmIdK40e3DEgSRT2tKkKNdDJ+WOkx41aV43aFdE5tYWLnw5fQ12w676Mg2DnwweFwa6OoQmAncmkcK9/Lpof2uNbNaEEtCQQEQwiqt0JFgM7f3kQ7HSzXGpDKgHaLtwpoFxle476qp2qpJex0YSoaueOacwT6NS5IZjblt/XyScM8FIBdp98oAuaB3TBxR2gC+1DNWpnCKuC8MFP3oUvufeCqHPHazDcLjxcVhqJljn7QAc4tVMBL7P76QMdADCB/KSDDtDV88hdbFcH6CBRK+V61VLresqcp9ZJm632CqpqkrUc0LnrpwVzdrkPZD7M+TY64BbIAe3C8T7QtWAOABi9Y9DaH6vS1eN2YA7wFMYAzLn98D0cvWQfQrC/dmse3nCh9lvTa3a/XgCYA2w9voE5+eqcs2z3AOsPfwjpwS4AiZ37kR/5Edx3333xgV60lr0YU/ccrKoq/I//8T/wK7/yK5jNZmAQ8u0HsDz3MkDJ3eLgq5zIjTPabY/hGqmbkXyhh7ozqIKQHUgcRjWinjKmClffSADjsHPdk4H0oy1JYlo61f45NUBmoMYVzGGKUx/ufEFbsKpVu1DMnEbdbNllefbM/i49BNaf6mQiakJp3cv5GqEufeL/3MIHK6BcAYqOi5KARmFT4orq/d5Qky3bqVFFFUGVFu5mFiyWoi4li/a6El9IWJwiLLa5VunqsWzsVyy+DkAdYydV5cMut3IqbjeTeVDXDACdC6yHarq5RBkBeWB+Z6yFhhyPXh0wQF4SEwMoxsoTKcaRWDbAukY3+i71aow6Tmrr4d4uoJyQ7ULhYLS/jtwjBnqu+rX/DJAdWrCjvlvOaOl3a1JgcXsBNddRdY5tS6shoKPKvvCcOtc1xZicnteu1i7QsSEUxymQKxBTD+ioAqZXVBzomOo2gybj4EvcjBgPfcknB9W5LCkF6D6+icnVzhw1MLvNYO3BvTbQ1ZNkcMagcRUEOmfltA90/nFIbAmWlkrX2o78cW7X3n5q+TByQNeDOW+cYi0Oc2QIk6sOZqjfAciDwh7MATXQDal07kMmBHPO9CICc9Zm5xLka9RT57rzHDJVhWHO7cfGE+ZEmANQ1wftmsuQ76pzvpkkDHNUllh79BGsPv6YlBRbWcH3f//34xu+4RugVOzr60UL2YtQ9zzs+vXreM973oPf//3fBwCYdIrF7Q+hXDsPl0hhUkKV9aV3Zw7uWPdLkABoCvty+EaSdeyLazt8Kt3vqizcu5JTA6oIk2c0xoHCkzXcqfiXl4M71p06Sp15jm8yJjf7O+Lgrsr6gFDvBzdJG6HEEwIAdvMIq0QwBCgOwqeDO7C43NafDB9wo4H5GYXDByNdBm4B7KqUkK9T9LqQWCpgeToyBlsQjfCaqJvWXb0y8DltEG9kTgJ8m4/Gf85KlMtoiy977aw8E742mSRJZHE2vpx1/P6RunXivh7thccwmrDYBpZnqrg6VwHpgRp2t9p2ZUGgAwDFGG0touqcqRSq3VFUnZNAetmXqEJnwS7aeSNlnHr5zcG2YMYQikfXe0BXL0+Bo5flfaDz5zmjKNAxSRZqdVskvZEJvNDQRyq6H5IlGQa61lzt8yiYSUm2rmaKHsy5eSQz+dgMtXME2QSxNABz9Riolc7YfsCIyh8rbTK5aSQeLQBzbh67D6b1/4fMZMNKHSvYDkLxdUY7J8McMKDOWU9O9B1BwPJ0p+c5M8ZXLmPjo3+FZCYxqW9+85vxQz/0Q9je3o5P5kWL2otQ9wLYH/3RH+Hf/Jt/g2vXrgEAytWzWNz+EMxIfDFMVCcURGNfJtatFDkbeiEPIFckuGvuy9VlgIXMtfaqJuH+psmMMNohm0k5AHdE0UzOKkPTdD2wL3opL1+9BLLDMNzlqySgEMsys/XvTBJ5+Xmu4FBJFxeDN9q1ELnZn0d6oLD1aBzqilXC7Dxhebb/gqecML6mpFB0IPAYAMoRYbkVj39jDeTrkvUbKmYNiAKbHsQzq93xZ5co0Z1nQcj2lC07Ex4jmRE2H4m89CBwutyKf3Q4F3M6A0a7EehKgdlZuUdCHzZUNUHo0YLGFsRj26hGhIOXxbNbJ1dUNCsRkHNuUmBxW58uyRD0sYJJGMkd/WQJoAE6taBwhqdi0GYOrhTUjTiQkaFoljYgUFdtlFg93Z9HVSnMr09BJWHt8fCb1yl1Q/FZKpc2etFrl+RjxJyJ1GpiAs+0FB0O3b4sBYH1Ilz2o14vAPri/hf1b7EdLunk1Ll8g6Lt/FQBgKQzRXgf5N5QZTiWTsIIBmAQQDWWsJOtRyJhDgTs35NCLxnFWlhNz9e8+QZsekVU7OPb4+BZjRjpUbw91624WudnGZPr8W0Acl3M7miOZ3J0iI2//EuMr8t788yZM/jhH/5hfPmXf/ngOC/asL0YU/cC2Jve9Ca89rWvxa//+q/jv/7X/wocXcPKJ34X+en7sTz7MpBOpYehIan/FoG7bmHerrnsKDZ9uFMVgEqUFVPY+Lyeu1bcucaWxuiCXTVi5JviyjBpH+7qr05mcCUKSBfulI19a23b24xJpa6e9ChVPbijipHMbXq/c2OpdhAwVba+nI0b7MGdPYbSbcIbI2tiRljLizrbB3SuenBXTRjHtymsXG4/yYwWQCDjsi11D+xcjF41lm13wc4kJA9pmykYerHUyQMloEA9sFMlIa17jobBjoy4heRaU32wszF8rlVdF+z0krB6QeIKJc4p4J4C6qxl2WZgeepePhHoYml3JwIX9cHOKiqwy2MtyIpVrpNOYnDXMgtzos55HyMdM0n8Y4oMQR/ZmmiRDFcHdPpY2X3szE0xaCvHeJKjLDUqhFIsm8LnddZPd5XEZpAeJ8Dp9rKqUlhcXUFyqKIZkKyB2e0G1XoldeECnR5ULi9/M2IgUGKHST5EwAQcpsBav1hcDXQBq4HOJjgYHQa7LoA4mAMEQuZn20DnkiFkXWlUX076868BhoHlenfn2q0DQy2xfJiLqVbuuWCSSBkkC3MgYLkVUI4dzJGtuxcpdTS9wpJQR8Dx7aGCzfZ5mIQV/1uFOcAKEgNQxwTkW3a8ssDaI49g9YnHQcxI0xTf/u3fju/6ru/CZBLrf/ii3aq9CHUvkE2nU3z/938/vvZrvxa/+Iu/iPe///0Y3XgM6d5FLM+/CsXmS2ygPobhjtAqjuse3tKCzMKMXWaA3ouGWNL3VdGHu2okX3zpITDakfYuvmrXcqG6WLku3Lm5lYA2fbgjl0ThJ084s/K/SaxbI5GaRVWmoPMG7qQtGrXaTpGhBu6sKqRKgO1cenBHcmyc2641Rib9evNNWXG0x9AJQRXKZhkbmJQxPysHuAV2XuyWLhjpIWHpFb0lqwACsBnJtmiqB8dGN8qXg1Uf7Fg3reSIAYTAzjQZgaIUtMHOL6ZMxsUcBcDOLZ/1wY5KYLxr43xy1FAVBDtCndQYfAkoeRHVmasB6BIF1W0jDH/pkbiVg6pdDRTyl0GwKwnTy8p29WjA1jdj40ijLkIf6AJmKoVyLwMxxeuzeUAXNR/ogCDUcRKJTYNV6K5NkRy67ANRgbMD7/c+0Nl59aaat9WcctKujeiAzmVCqwXB+JVUQkDX3RfugFJIoKqa3xDbDg72uccELM40iUYO5qSYcPM8WW62B24BjD0+dZynB3P+ufb/vwVzJernhH9OaphzzG6A0Z7fG7ANc0D/WPgwF5oHYNU5NBUSjjpA58NczGJxc85aMHeLVk4MJhefxsbHPgq9FHnzr//1v463v/3tuPPOO295nBdt2F50v36K7P3vfz/e85734NKlSwCAarKJxW1fhGqliRNwbkxXYLcINVn34E4vwp0ZfBWhzhxF83fJmhW4S44J4xvNcpPKth3ckW2NpTttflSJBu6482XnwanRtmTLGPGSJ4ye20L+LivoHEiPDcqJ6vU3Zd3AnWtF1lpu/y5ZubI//lzZe9iaTDpNrFzyjkdCdVyJSeUlNblGWLlsapXO//quUsLiDGq1Ts0UVi61XxjS25aRzKWl1nKzDUYOwBzYmUwK8bYOnd03k3Kt0rVeqAp1NflyKl0Wum4htpmj5bpNCNhRvTEqmz1drDKSY8L2X3Se7GRjH8c2xmyjXUzUqbnOHcsUuA4MkB0K2LGSBBl/HSYb0K1cEhFhcq0zBknM4ZA7to612+XG/eqpc1mrhAXViUuAp875QyZS4Ne5W+ui1v6cNg3S7XlLnWuNQVYx1gzayAFCC+iMUVgcjqB3vIzT0C4aN6eAi48AsyYu2BroOrXhiIHJVbmWZ+cZUNwAnTNPresCnd1M3b/YB7rWvk6MqHVDCp0PaE6l6yx3ah1V7iOkAS6/Iw8r4PAeH+bQKibsgK6ctOsOtgCG7DGJwJz7u6oakAM67mBq4K0Hc3beq5cMRnuVgJz9jYM5Z+kRojAHtFt1dWHOjbnzcjn3MZhLDxs39Enq3BDMrX0yHrCnj25gdPUvke3vAQDuuOMOvP3tb8cb3/jG6G9etOdmL0Ldp9DyPMdv/uZv4td//dcxn8vbs1g/j+X5V/Xi7Yx1UYWyAGVFga001AGoA3dB1659yOgcwTF8uKtG4bZOPtylx4xgbI9ykEpWCQvvSxdkWkM4wIuo+TXc2dZAweQPC0GsBYS6LyQ/AD89DBR9hgd4JHMd7YaDnR3Y5ZsG4+vKliVpm8tEdjX7gsurBqxMIFawhlaOB2ezao5JyKXiwK4acbR7gVOQxze4VurakxWwy9ckASFkdY1ADkAdULt+69I1oXmQyxBGH+ogvysnuKVYu2QGHNxvMH1GtWCutaoi5OuIqnOcSLLFkDrHCig2q6g650CHNuPqXFlqVBencaCz+xXKfK4Xa2B8x1EQ6AArZC8J5arpw5y3DZrrINDVY+TNh2QoWcaVpWHNUZcr4NTkANB5c9G2HV8X5Px1VMXIV6kHc24uy02qM86D4GJVOgeaofPclOVBMK7PqXSD7bgYSI4RBDlneinXdwjmnKUHFIY5by7Xv1iOe0yZG92k5wVzgJTCaQkO1tTiEJNLf4V0XwoIT6dTfNd3fRe+5Vu+BaPRCc29X7TnZC9C3afBdnZ28L73vQ+//du/jaqqwCAUp+7B8tzLwYlc2EySQVishTM7AdhYMgrGcsgKaCquR16UZEQh08twI3aTChSoAjbxIjwPVUinBx1IqADkt+XE1dQLz0UtbUzXQBV2p8qFXGkCOaKwlGPEEtwsGHD0BUmVKKDpYRjaTCLnJj3i6EOvWCEszkjx25hVY2C5yRjtDceemBHq8gm9uZbSLzjaLgkN2EWXJwJByXE82F0vgPULJao0diERlhuE/fsR7MUJNKpdrK0SAFAh5X7K1chcHXwXCMIygLoIcNRYFGpi1O7W8DiEfCMyhAaWp0x9/0U3NdTxAPb8Tg0m5wNvQADMhOUiBV0ex2PfLCjFspYFqAnVioE+jIAUAdWKAY+GM6PT3SSWuyVjTE280wWa/aVI+zBZCRjtqLi7jyX2VZUchDkmYHFa1PRYYgWTJDeVY4puhypGNSGU43jiQbKQ9WIJFk6hq8aRRC+W6zhfH7hOGFi7wDi4l6If+a5/ah03F5qKAfbu11iejl/zk6tUf2QHx6iA2W086GZdfap/7qhYYnzlYWTXPwkCQ2uNr//6r8f3fu/3YmsrQrEv2gtiL0Ldp9GefPJJ/PIv/zL++I//GADAKsFy+wHk2/cDOhWwG1mlJouU7agkgN25FUN1mYwG6pYxgWepXgjAOFUtBHcyP+vmjMCdKmX7qgjDnZRpsW6ttA93LuHB7YN7gffGGMlcdB6GuyqzhWw9N05rDOeCdoHT3F+HSgG77LCJuwn2wjXhB2A5kd6nyTEF4aMaA/NzBmZikOzpINj5rmE5N/191QvC5DqjSsNlRHzXdMxYS+wcWZd+COz0HNh8opCSPAGwK8cK+w8Q8k0jNfFiYOcVkg0lGqgcWLkkZQ6kPlv4uJhMrpXQsT0R6iDn1yka/fGtC9HWzOst16LQ8cgguxqWO1oV8yPH3iSiPnPGQahjJuR5AlMq8CwJt9OykMSaoWb9DUmCUAMuweoqDugyU/+9vyEg2UukBmaoXI0bIzWgXAXBjgmoViogZaCkcBszC3TJPPIhwrarS+caZZLsVmfZQb9nqwM5Z65+WtdcC0CwlNcJWWJDGfQy4KGgthpXTgLVAZwyB0DnjNn5wHYYWH/KgImw2KZg5q2DOb0EJjcY6XE4Rpbsa/3KG8Lk6MrZ6AXDBO5v/5jsvyx836w+JedzcsNgccqe26rA6NpjGF99DGRExnzjG9+IH/iBH3ixvdenyV5MlPg02j333IN3vvOd+PCHP4xf+qVfwsMPP4zxtYeR3XwC+ZkHsdy+H1RqJCXAtrhsCO6cGuDUmhbYcfMiJUbzle3dt6LGkRTWNTbhIQB3ZGRsLsTN0IU7owEeA5ShfjD4gEcGULnEd7lmzz7csUsYYAm4JgKY20DlYmjyTYOqpPrB7AOeKhl62cR2+UfLJZVIiQKbEWe348OdxJERiAnpAbsyg/U86/+n/juwykThkeLIDKAPdkYDZlVOWLkprZJ8sGsBHSBxaaAW2KnCut+NJGm4jNR+r03ckvmtqfyXpsqB6XUj7qzCXkSEFtyZBMhPyf5Uk+Z6DMFdDRhAOIPUnn+2YQS+aufi6+pixsrFVN3aPg6Zg7mo+1cDy9NS245XSsAQinWD9ED11os1jnBm0gFXKROKXBQxrghEDIwrwO+64OLTCOBEDiiPGOR1FukCXdA8GHPntT0ZQO8nFvjln1SFdg00fwwAnBlUaPembQEdIB1eejtugc6eS2U71HStm4yx2JabsFj1Wnx14uYczJXjsKu1hha7zBXDbm3Xj/l1sXOd2DsHc+7Z6T6C/X2sYW4pz55WkoYFOWeT6yVYEXZf2T4Q6aEoau5ZT4we0NUwZ8/r3v02VsMzB3MuBKHbyxqQYzP0UbB6QeJJJze87ZsKo+tPYHTlUahKZMyXvvSl+Pt//+/jS77kS/qDvGifMnsR6j4D9prXvAa//Mu/jP/1v/4Xfu3Xfg0XL17E+MpHkd14HMtzL8Ny+x5QqW4J7lxwvAOwrtXQUv9D8zvYTFrJyH0OcGeVQFZNNXMHeA7uVAkY+5TR1m3rXBsO8EwKYC6TpKoPd6oAkmOFcsXA2GQSB3gO7iRw2oJd+5lZHweXWenAroY7t2LC0tUCFuwq9F56Dryags6E5anm3ITArhoBy23vAag5DHbdl34H7ASampeLMrBZilRfByf1f3Q9guu/B8COKiA7aNpfqYLr4xB0xyqGGTNcSY9B1a7+TWA5S6ymshnVDu58FawaNdf08wE7pgCd+8udOud3RFAMnhjAQt1QP0tntTo3AHR5noCr+CC1Ope0X+KsGWR3IgZ0BLhkYFRTC4VpZyVuVnTqXGsMv11rB+jqIVKWexgBoLO/M2PTqHUdoANgy/d4YGfdri1VjpoMbQd04z3uqXIO5mS9ZhsO5vx/c0Dn7h0Hc6rTnL7+TQDm6rEsRzmQAyzM2d/VSVIezE2ue9cYEXZfZlP80Yc5ZyOvSHwL5jzzi9F3YS5koWPjWxDm2AD5Bax/9BGoQg7cXXfdhe/7vu/Dm9/85he7QXwG7EX362fYyrLE7/zO7+A//sf/iKtXrwIAqmyK5fmXIz/1Ekgz0gakRGVjqM5LgCrUQbsu6D704nQvIL0M3+DOfXTLbtk0/BAg40qriFoXkvhZe65CRt8N6L0MpRUVUHa6I6iSoL0MNZ3H3ThuzJYrtrsOiyKWHQJp9/j4L2eS4+MDXXf/k2Nxk8/Pm1qla1lFSPc00n3qlT9o76QFrT0P6jrLK9cT+ITYY+d67c2XbYajkcrym4+He6aaRGBovqVx80sCJ95Q7Y6N1VsEGjAe35R+ur3lJCpCsRbeJwfpogbfuvt1SJ1jBSxPddS5rpUK2dVkWJ2zHwxRdU4xeKXCZH0RBTquFNT1rKfOtVeSZAzX5i32MmYVBrHWfBEGunoMW+JoaBzKFdRC9YHOt5Kg5qoHdK1tJaIMZgeoE5W616yv0HVVufZ6fVWutS2yZYd88CvC97OvIsbikfUSFsIC+0/A7Bxh7YKUWGnBnJuPIjzzN5IozAFy7a9dqOo5kwlv68obtCRUcfhZX3+Ye/vYmgsB8/OEbF/+Prnehjl99DT0/iNQpZzI8+fP461vfSv+1t/6W0iSF/Wiz5S9CHWfJZbnOX77t38b/+k//Sfs7OwAAKpsBctzL0V+6i5AeXBnY8xirZnIFgB2yQ6xddyf9HgA7izIsA68eFTzAI4pRC7LtVHK+ubcydHgY6CGsXwNKAK11gALeAtRtvRiSIaxxzGSUQaWUgHTq/2vXzcX2K/72W3x28e5dYozsR5XACpCsq+RHA/771QBTK7FtyX19egW3IDxRBxAXGDTZwgbT8azAaqRwsE9Gof3RaLSLdilxxSFOgCi1uw1cYy9xSQxTsd38GAyRnIMjHcY+w/GN0UlYXIVcXWO5Nqa31GFYQ4ADEHtJ9DLgeNMzQfDUAssGIDOL6IKnSk0sksp8rMD1w4BUIz0+gnyLIDi1MA4AGihke0Pq4XF1gAYOqsoDnQAYIDJxXRYZSWp05gsIh8ghrBykeuP1hDMgQTQp5fjyU2A+0ClIMjVU9YE4nBiGYC6Rp3RFIY5a+M9g3JCQZiTgQhHtyeYnaNoFvBol6U+5jGHYQ5yf1aptDIcUuaqUfxDALDZuz1lroI+ugi9/4ka5k6dOoXv/u7vxtd//dcjyyIvpRft02YvQt1nmS0WC/z3//7f8Z//83/G/r58Ipl0gsW5lyI/fTegdEspi8GdWgLpMeryFCG4c8VV9VKAKgR3gDdGBO4A1C9Ll4naNb30Mg9VOGhZxnd/QbjfJzXxPeU03BtVFVQHFPtzazYkD2L3YmbdLyVDlQQl17E6AdWJE+mOEWq5JvMQta5Y5+jLmZYKk2c0VIFWTb7WOiwqbHrcVM3vmtS2OwGi4BRfjkK4KsVVM9pjTG6G51xOFPYe0CjWGMVGRLUpCdmuGlTrXCeJ5DgOduUE2H2VgZ6pKNglM+D8n86xf/84CnbBWnf1QtdPGFjcHXmbOqBbUFxRtUDHSeOK7q1iFVEAMLeFZTGuFJIrGZIjwvwlEbhWgJqUIMVQT8Wr8Lu423zgw4IWUrZkqM+qyYBywuBxPL003ZVnUxkDSGJAM/ROiumleFZuOekr6TXIeUP14sHIczmyZImHEqtqNZLC9xxTU44EiJc1IU8BjGXLavfvDEyvhVeab7vK7cDsbPi4uP3Ijhl6Gb7nqpH81iQR0O1Y7Bng9r3KpJaerFxCHz2FZP8xUCUHcGtrC9/+7d+Ob/zGb3yxE8Rnkb0IdZ+lNp/P8Vu/9Vv4jd/4Ddy8eRMAYJIRlucexPL0veAsaQFbF+6okgxG124nBHd1u6zEy2QNwF2tSlAE7tgG19q2OCajHtypSjJuHWi6DN0W3JHMxSRo1Tnz4Y6M9I3VOUuCwjqhnLThjiqSAsqL/vxbc7Yu65Y72VPvgmDn/R6Ig50qpDBrMhfX8/xcH+xoqTC5pDHak/ZWrr6c/6Lxj4NzaVPVhjtObAFfH+5D3mWFxjWYAKz6cKdKYHyDagVXFejBXTlR2L9XWxiWuLEu3Dmoc/sQnJM7B0auVTJ9uCsnwO4XSTCeXihIfbv2CyuZAbf/4RFMqnF05wjViHpwFytg7OqAmUTunx7UGYI6SODqRNb1IDvj1OqcLQbchTpigAqqzyfrPtRxpaCvZhJbaF3yPahTgBqXAAFJWqGqVBDqHMw5tbiaMKq1Tju7pUjx6v9r712D7DjK+/9v98ycy+7Zm6RdaYXutowcW3ZibByC/TcJwYDBAftXpExIAuUqcqtUUUlRMZVKFeQVqVSRF4EXJFTAKYLL8AJw7LjKToWbMQ5S8EUCbMkXWbYsrbzaXe3t3Gam+/+ip3t6ZnpmJdlG8tHzqdras2dmenrOOXvO5zzd/Twh1O+4GC0XATLTDuJ6TuwSmdP5ACVTSdQLYsckmC/BPAEpGPipWlHsckLHBMPwsXSeV3MuVkP/67ys0CUypxbZqOj60AwvCJ1+P/BCWZhHl1yKEhqWLgjzu8jkorNlzqRPcXxx0TKnh36DVQGvm/0f0TKnh4/jerEusC1zuj0WZ09myxygpmJUpdUB4JzuYWSuDuhVx8FyCG/5CPzF58GE+t+YnJzERz/6Udx6662Ua+4ChKTuAqfX6+HBBx/EN77xDbz6qvpUEl4Nvald6G7aBRkkee4ccsd7KFagyMldfui0TO4yw00OuWOxzHxb1XIHpNE7W+x0n82qOi14ltgBltQARvBssQNg5A6AEby82LmuwRY705/ksdCCVxA701j6Oy92ttBpRKBWyMaNVO74ioexw9kPf8lVwmMtdjpKZ6MqVKRiZ6J0efJdzr/Rs2zUTlVZyD5mLEYmaidqDKsbvWRBSQIH+qOW2AmGYIWB94pik+mXRCavmEvujNRZ15SXOy11GpfcZaQuJ3PmOFvqcjJnTm9LnUvmTGPMXLMtc3Y7cUuoqhJIo3PBYlZW+qMS0UTyAkiic36QNiQlEC7WEcynF6JXjNtIno3Wsa5XjC7JbLROL77J7YJ4NK29F8x7hdqk0gM629Iiqix5bJiXdqogdpbQaZkzImc9HkborKickTmgIHT2a9kLrf0ToctE5SyZA1KhK0TlbDe2hM6zHk97Hp8tdCYqh+zCDiAbeczLnLkGK0qXlznN2UbpMjKXwPo9jB5+Af7S82BCXdimTZvwsY99DO9///tpmPUChqTuTUIYhnjooYfwH//xHzh+/DgAQDKO3oZt6G66FKKZVKiw5E59e3Y0ZkmZCNJonY2WO0AJnnOCfu4DDrkPLo0dvYNU858K+1jRu6jJ3EmPraiV18+KncYWPLViGM7J37bg2WKX6Y8tu2ExQ73aUf0SvprT1h9T8/nK5r/pqF04JkyUrtBkInZxI73ePFrsvJ4sRukc/QMcUgdkonZgKkpX2CVWiZd5BARtgcWdjvxpVtQuGpYmSudCD8my2BK9/LUlQ7IFqbOuS8td4xTLSJ3GlrulnQzNWbfMmf1rQHdr3ylz5rT6NW8PtbqQKtJUVo0BSB6zqX4mOufap7M9zETn8uhonR2dK7RjSZ1T6JKL09E6l9CZ89UlZF0gWPCclWdMtG59aKJzLkTEMXKwbmSqOZuLytkwoL3ew8r29ByFhLiJ0Jl8hDIVObtvUZNl0oq4FuKo9xZHVK5wEcWoXL5PjfkI3fV+YYWuTVxj6ZdoWZQ53b49r8/1Gj6TKB2g59YWZY53ltF85Xk0Xn0JTKiL3rJlC/7oj/4I73nPe2gBxJsAkro3GVEU4Uc/+hHuvfdePPPMMwDU53Y4MY3upt2IRtar+5IPHr1C0EnyAaVXdoUlWf15pASC90pWdSVtgQHO0mEJekGE31ZvUM7FFyxZ4VtTiZiF4w1Ky52qjiERuIQTSVLiYRUlKbs2jddVbdlzaUyfkrl+Xl89Ti4RA1Rfo2Fm+lVGOMzQ3SAxcrS8PyJQJauqKkeolX1rr3jVQ7dV6U7UcGv5B7nex+9K9MbKIwFa7lici4zm8PoqG74zCStgctFJDiztriqfAdRPedj2sLtCA6DkbmlHA+3p4vBWZj9f5UN0yVy6k5K97qQoFzqo6ByPKoSOAdFYjGDRc8pc2negf1nHKXOaOPLgP9d0G3LunOGoLJ3/pXficfXrQEfMqxb3SA/obI7AW+UnE6GHqe8HRrILIgf1Bac9xdGbYAiHSyobSKC+wFFbTBcSlFwauus54lr1/4yoAc2T1TIXB0rCmHTLnJZHlQ5KlsocoF7nwneLnG6rP8JQX5KVr18mgNDx/pWnP8LUyIh+DKSEvzSH5ivPoTZ/wsxSeetb34o77rgDN910E8ncmwiSujcpUko89dRTuPfee02FCgAIW+vQ3XQpwonNAGOqVmsSzZLc/S1OCZKSrLjuFiA9n8vrIKlk4X7ZZIaZWLmU8TARu4qVtVEjKYZd0g6g3nS5jihGbsETnkr3wYR6Mw5HHX2K0jlkwodb7jwVUdCfnTx0C56u5OH6YIxrSuhEHagtsHJB1FIn4IzUAcjkJtSVN5zIREgD97d7QG0fPi4QDjHntQPJUOyiNAmBnUO+QDKUDvUYlOzid4D1vwjRnvIrxY73VOk86SepRlyn63KMH1ZfYCYOOfKjAIiGA8xcX/5JruvulpZDEkBtmQGJSC9fUi5ZLGQq4XbJegHJoIZUawJDh8v7pOc99SZjBFPuVQwi5pAnGqid5hBlq04lS75IAe3psrwnOQEtkzqpZM7rl4ufZKoMXTykypDxoeIDISKO0afqGDviTuvRnkxW+3NgZVtJTWwJ1E6rElXDx93/+1rkTL9KvtyZ+sRS1cYuW7gT15h6DLpSJW93nE8nMRYl6Z6AdKiVSWsxgqMtPeqgv1C5MDkzg5LSZNY+kgGdjcn/mxSozZ1A85VnESwvmH1/67d+C3fccQeuvvpqMLa2JBIXFiR1A8CLL76Ib33rW3jooYcQhuqbcVwbQm9qJ/rrt4PJupkcrIZdi3Ln9VUpnjipW+iSOyWIMGlKgKLgaanjscoJZoaqvGJbQSftE4CC4OkapnGdZYZ5z1XwdKUN/aabFzwWqTdzv50KUl7wVKFutRKQx2m0Ii94ZWIXDTGsvkUkfWROsZMeQzhsRdZkOmSZv95gORV2Z546PQ8xSaTsEjsWq3xxtRUl2VGdZQqSm/P1gdaJ2DwO3TFeFDs9nGslqzWPh4XfATYc6EN6DN0JDyJgBbnTc+zU9ZXLHYvVamceqlx0LrkrkzozZJksXghH83PjUpnT881E4JY6FjETFYUsSp1kSTURJuG1IoiYgc3X0DhZtCN7IrsIJHBZ9npEzCFONtT8w2SoW0XC80OSSuj0gqmwBfTzK5YToTOBPtcXEpnMYUy+IOjrKSTn1kKnJYxLsPHs6guX0NkiBwb0x9Sii/6YzApdInKA6m+wolbV2//rZy1ySB5jCdTnWUHo7MVc0lNTEWzBylejiOvJe4IjgqdlTv+fNmcl6kvZtuxSZbrdTFqRhDRPHUxex7J9NP1RhjjooXHyKBonjsDrqbQktVoN733ve/GRj3yEynm9ySGpGyDm5ubwne98B/fdd59JhyIZR39iC+LRnRDNieS+otxpqdNouQNgBE8P92VWg+k8dJbcMZGdy2LkDjBSxvS8OOv9Pu1XKnfCR2Gl29kIXkbuZHY4RfhFwdNip9/YhccKgmeLnX2+vODlxU5H6VTFieS4nNgVhM7CjtrpOXV2fq2C2NlCZz1+wrd+Q31It47lKgRwZKJ2LAYa8yL74ekB/WGejdrpKF2h86nY8VBl029Yq2pdcmdLnd2v/oQldkItiLFXbbrkLi91tszZfYzrVlRIALXFYqqPvNRlZM50lGXqBEsOROMRvFbW9OI+z0TrTJUKW6q4ul4drTPRufy8RYY0WqcXPchcAtu82OWFLu1+Gq2zonN5bLErCB0AMJmJ1tlC5xI5u10jdDmR09UamEyF7kxFDkhlLhPZzAldXuRstGDZMqdFzly2SPPj2e9fmcUIEhh7IW0rXeyVbcuWSPs1lq+KYZ/HFSHk3QWgfwT1U8fAhNphbGwMt912Gz784Q9j3bp1xYOINx0kdQNIr9fD9773PXz729/GoUOHzP1xYwLhul2IRjarfHe5b+Q8zK7gMscFQJwsXogb7iTBdvSORyraxePiSysjeFD75D8sdKoVQElVNOTOa3cmgmdH79KkncX9bMHTbea/sduCF9cZeuMqchTlhoYyghepD56oURQ6s3/E4K+yZMUx0HcMD5tLFslQTE7oNLoWrEzkqiyJqR21c0mdfhx01E74zETpCvvZcrfevchFnxNQ8xc3HHBnmpYeQ3edB+EzdKZYQep0v3TUrj8usjkJLbTceT2g9UofM9fX3TKXu5awJVV0TrpLkWmpc8pcpjEldtFYGp3Lo6XOKXOZc0qISzqF6FwGLXV2dK7kGtubpPmSUDYVTwtbmdCZvnlANCIhUTJMmogdagIjB+sIVvQ3k6zI6XPqaKlePW2LnNUkgmVpvnieqcgBKA5TS6C+kFspX/Jl0V+VmehkXuYAJXTZyJ27reapbD/yMpfuJzJRuTySqfdHZ59FDG/lFfiLR+D10iHW3bt347bbbsPv/u7votFwJBYl3rSQ1A0wUko8/fTT+Pa3v43vf//7ZmhWeDVE4zsQjm+HrA2rfZM3cBa5xQ5I5C55ExO18vlZJp9apIQtv0LV9I+pqFRcZ2idKJ9XooVLZzh3nxQmnUvUcH8Ya8HzQgk/qUvrQvjp3JlwhDmHPrTgSS8pZzUKRI4KFVrwRA3ol1TC0PgdhqETShar8HpA45RUNSRL0HnvKknEjsXl83pUW+rx8Lsyk6Ylj/CB9kZvzf7zEBh/LkawUj4vTctdVC+f46flDhIQ9fJ+8ZChMSvRHytfuAAkr9suEA1X1JWV6jlf3inKZQ5QQieBaKwYnbMRIUf9xXrlAiMm1Dyv1W2iclWxTlETrJRXJACSaOcYCgl+izsCXrda6HR0zvVlJY+/yjBytChyup1oWCJYUl/iXCIH6Psl+uNK+KtELhpKyyk65xsKYOw5oD3NECyXi5xk6guE11MLoFwip3YEhl+NsbTNq/zfa85K9EdZsrq7pC0AjTkBEaj/u9IScCxJYZKfBRGuwl98Ef7SUTChnsAgCPCud70Lt912G6644gqaLzegkNRdJMzPz+OBBx7Afffdh9nZWXN/NLQB0fgORCPTkJ6nxE6/gQi34Om5biYfEnMLHo/Vm6AeAnTJXdRg6K1LVyX6q3AKnh6G1au7yioVyGQVb5x8YPGQFT6g1cpKiaCt/3YLXlxj6E6k6UK8nntui/AY+mMMvYmkD55D8PRQLHPMe4KqMtCcZfBXJaJhVlpdgkdAY1aitioRNtmaYqdrlJZ+YCUpcPxVFWF1pW2RLJnXyNQ8yDKxkx7QG+WIhhiElwhXyTUMH1dDSiyWpXInPYbeuIewWS52Or+Zvs4yuWMxc0oCkL4edCm70nNJFVkWPsPyzvJPWT3ELxkgt7irRoiYAadVojRXTj+7b7o+bn+0RPjNkLoahmzMlT9WaSF6JWNr4XXLBVGLWNzQC54cp5RAsKgqi+T/D1V0TZr9eL/4v2raSKJ7kqlpIeGwu092CTwZOCKyAhh/1mpbSHTXOeY0Wo8VkMwndqaBAYZP6vCvmmfamSqJuCUpW+pLEqub3HLemEtfV363PEOAnYtOesl7tojhrZ6Av3QUXid9j5+amsKHPvQhfPCDH8TExITzvMTgQFJ3kRFFER599FHcf//92L9/P/TTL3mAcGwrwnXbEbXGAViy45A7e7jSDH3m5E6vctWra7U45QUvajCsbmboTcbgXY76gmo3L3jCB/ot6wNepuexBS8aAjob08UIZvGEJXhqTpoamrPnPuUFL64xtKcYeuvVylidlysveMJj6I8wRC1kkxjnBU/PG7TETgudrtMovESi/Gx1CS10dbM4AqViJ1n223tm8YLVFxGkQ35MqKHivNjZi0v0HC0eF+VOekC/la5adMkdi4HaIszcPCbgljvGEA5ziIClw8DcIVwM5vq1vLrkziV1tsyZVcTMcQ6ZzJFKhlolB7rrWLZEnSVzWiQkB6JRAW4tFMjLnKaQqFkA9QV1XjO/02dY2VK8fhHITHk9VXcXjv2yUxREraL+sUVe7NRjJJPH3p7TmX2NsWQunC1qtsgByXCtZGruYjt7rBmmhfpflYwlqU2y/TMix2C+gOlpCupCU5FjQmLkqLoY6TOc2pv+8+RFTvpIX+/2+58tcgAacyEkZ1jcWSsInRY5AKgvqtdLb4wXXmNa5vQ+6stKVvxsmbPzUnori/CXjsJfftkkCgaAa6+9Frfddhve8Y53UEqSiwiSuouYmZkZPPjgg3jwwQdNtQoAiJvj6K3fgXB8C+AFWdFJBE/P2RKB9eZkz2tLBM8WO7ObSHNlqaFa9W05n4+Mdznq84ngtZXgRQ2G7jrHN2FL8KSnhpfyw515wQtWUrFL+5afjCyTXFlK7ExbDsGzxc50yyV4ObHz28yZs07nvdNi53WB0ZeKCxrimpInW+4kd3zDt6N2OaGzr9+O2pn5OvnPhJzcqRQ0LPt6QFHueIQ0OWz+vB01pBmsxJAeQ3/UK7aVlzuGgtS65M6WOpfM2cfaXxpsmbOJa0m0Ti80gHuenvBVtE7EDFgMoKttFK4/BljEnDKXXj9Lo3V2dC4v67bY2dE5h9SfSbQOUlUaMY9PEp1zYaqTWELnFDnTdip0LpFLd0uFzo7G2SJn7hIAC62InARGX8yVZPMYVrbU0FnPiyKXu/ZgBWZoVd/XmMt+y5WcmYU4LpHT2EJnR+Xy+8V1BumxQlTOXGvch7/0CoKFo/B6p832yclJ3HLLLXj/+9+PzZs3g7j4IKkjEMcxfvazn+GBBx7Aj3/8Y0SRMjyaWYEAADFVSURBVDjJPIRj0wgntiIamQIYzwie5MhkOM9gCV5elDK7JYIXNxjam8oLxGvBk776kKgtVVyQVG/O/TGZ+TDJtJcIHhNK7hpzJcN2Sd/jAOhOFmu8AlnBk0nZNdeQVUbwkgiLCJCJ0uXRYieCbJTO1baO2uWjdIU2/SRqU1HpR0ft1pr3A6mibl5fmihdWf/6Iwxx0y119nmDVQG/IwpSZ7dl5G64fAjaljvpq3lpZTJnH6OSxrplThPXGJZ3qLQ2VfP0hA/E0z1goeaUORuvw1RqmZLnWLXHsLKVZaNzzh2BxjwrROcKu9VVhYi18LpqIU+V0AFptI5HgGfV6HUtoGCCYeg4y5QjdA3tS64i+eGwdEpc2h4w/gzMApC8yJn2PIbFnXV01yf/sxVzg1svC7WS3yFy6Y5A2PKxulE90HlBs7EXfJXux1Q5NI25Xingrc7CX3wZ/vJxMKmO930fN9xwAz7wgQ/g2muvheedQUkJYmAhqSMyLCws4KGHHsIDDzyAl156ydwv/BrC8S0IJ7Yibk4AepKtBJiUzshQAQaULnSAevPqj6gJ3MIH4mH3mx4LGWqnVQb5teQlHJVqNV3JHDxADX8OnWAYOxohDhj6I245Eb6a1yQC9UGQiRjY/ROqTSV7qsKCs70kF1l9saJSR3LeuK7SnpRVzwCUePZH2ZpSp1Z4JnNxKoTErP5k2TrArv14pFKgVPVPR/P8jqwsfmCidrLiS0PSXjisoqgs6YNzv2Q+Y31BVi4g0FMIzBylsvMm87ram2X14wcAQr0GK4VOqkUE9dNrC93ipep1V1n1IsHrskL5O2e7ZzAMKzmSL19rf1zoKjUumFD/a2pH9xxVQH0x6Uyq13FcA/oTJecVMO3VT0uMveAWOQBAksZpcUc9TcBb6J9Kwg3oqHL5KhHhM4AzxDVe/cUHMJUnKp+PJCoX1+wpJhK8e1qJ3NIx8Djtz86dO/GBD3wAN998M8bHxyvPT1w8kNQRTqSUeOaZZ/Dwww/jf/7nf3D69GmzLa63EE5sRX98KxAMKVmy3tNKBS9/t+OVZxION9IPEJfgsZChvsAR2BE7x2lFkETsRiyRcAie32EYfR4YeamPqKW+6boET8+7EQHLzBVTuety87giFOYK6TJa2U6q4uEusVOrf5kRsKBdVjVDSZX+Vl8ldiIA+uOAnY7DWbM3kSFduUKVEnNFUpIC6b66DgiUyp3kql1T/7Xk3YfFQH05htATxZlb8KI6w/JOptqKUCp3LHLXHAasSFbFwlJ7sYlk6nHuTlZEHCNmrkP6JVG1ZJhURw79VZUAutA/n2FpVzKtYFMIxAy1WXd4ySR5Tr5AuWqzmj5ap1L/cyXPmQdVG/gcYIKhOcOsv90iJzlDZ0N2Kkd3gzTnzyCAoaRNJoDmrEB9MUaw7HjiredUeBxLO4rz3myRU6IZKQFzpGQyr0HOIDwGUWeIg9cgdLnhVS10rL8Cf/EYgsWXwcN0guT4+Dje/e534z3veQ8uv/xyWsFKFCCpI9YkiiL83//9Hx5++GE88sgj6PXScEc0tA7R6FsQjW6GDJqFLPN5wbPncGU+0GV2n7ienYvmEjwtdrXFZD/7VNZtW+wK57YET4vd2Au95FzMCB6QlTy9ItRIlFWmyxY8FqkcWCa5ME+HYDKC5xA7W+hMv5MkzzzOipOO0tlIlgqR/diGrWzeLi13tti5qgWUyZ3wgNA+tyiXu/xQoEvudKQus1qaqcUoebkzUmdfi0PuXFJ3NjInWS4PGIOa35Ub3rdlLtN3O32IJXOZpMmxEhTTv7zM2de46heif67nzOul80hNd1xfplixmoauBnO2QmeLXJnEqfYtkWPITG0QgSVzlsQV2pQoCp31fOr/AclZRuhcImcOzwldXuTM/WcgdIB6vDO1oPPz5HQbUQcIT8BfPgavu2C21+t13Hjjjbj55ptx7bXX0qIHohKSOuKsaLfb+NGPfoSHH34Yjz/+OIRI37Dj5jqEY5sRjb6lXPBYTr4S8oKnqjcU91MilAiepz4sbbEz++UEzyV2rnN7Sa64YEUaudPYkhcHDL1RnhG7TB9z0uT1inVibcEz/fSTVDA9Wdxu99mK2uWjdHnMB5vnEDqrj3bUziUI5tyW3PkdNefOeW6H3JXN77LljsVAfalkXDMndwWps6/Hkjtb6l6TzNn7eGm0zilzdp9rslTm7MfAX5Xwu8DSTgbpy6zM2VjRukx0zoEWu6ohbyAbrTub6ByLGZonzy0a55qjKtTi4FTkJDA0m2tPJq8RCQSr2RCYzEWvJGdY2l5Dd5Jh6ETyfEmJ5mwxdKaFrkzkbMKKOaTmEnWULi4XOa99HLxzHLw3n/aDc1x77bW4+eabccMNN2BoyPFmSBAOSOqIc+bUqVP4wQ9+gO9///s4ePBgZlvcXIdwdDOisc2QwVCunFD5ByWg3gj1ogLplYuAFjzeV4sdnHmkkH7oiUAllo2bslAFIn9+r8Mw+hww/rx7EpYWPMkZ+sPcTLou66f0AH8FYKJYQcPsl0gck2oxShys8ThZpdmqFj1o4hpDf2KNnaR6HP3V8jxz5vxJsl4m1ji/UNU5hmYFOhPVH4S6fFzrlT76oxURCQbENY72Bo7uVEWDidzxWC00AVApc0ikMmpWP/aAer56SWWlyrl1TL3mgiXmlDkDV19kRFAhc5qIoXksUK/jtYJFMl29WrkbU6thpb+20Nkid67RuEx7gqG2oJ4nkaQSKYicdT31pRjBil7QVT7doz/qw+8IrG4MSkUu3Z+BRaJS5ACgP+bB74ozitJJj5moXypybSVy7ePg/YXM/ldccQV++7d/G+9+97uxfv36NdsniDwkdcTrwuzsLH74wx/iBz/4AQ4ePAj7ZRU3J5TgjUxD1luIGgz9MbWNh0nKgBJUiarkD14d6eF9a1Ujyw71mva4mq+nV8W6ynxp/A5D8wQzEQ5X9A4ARI2jN+4jqlvpVsre7xNp0sLAYmSKg5vddKSIo5AmxL5mM2wt9X1lc9lUapS4ofpWJSy8BwydlAiHmYnuOc8v1EIK3k+Gylm53PltYP0vuuiP+RA+Q3es3Kz8rsT4M8uIW7UkjYdb7uIaw8oWlb1fpS8pvyYWqWsqxRquZQLoOaoeFA5JKjOUnzRZWZq8FhuzJW0mMqfzv4mmgGyWWKJgCOZ8JcpL7tXY9jXVltR8Q69fXq4KSOv1ipqSOuGXyFcic6XROGaViWOqeoSrj1riNDxSq0HLFlhoyWJSorEQw18tj+T2x6zXiwS8rrvR2MoD53WlcwRB0x+zVqN65VVygGx9aR2dY+EKeOdEInKn0+4yhr179+Kmm27CTTfdhKmpqm8oBLE2JHXE686pU6fwwx/+0ETwMoJXayEcn0Z7yzTaW8fBY55JfeCSvHRujyVqDsHjkZ15nqVilRM8HQXUCXkzCVQdkqflyetaK/eghsrsSJ6ocbSnfHTX8eIHRG44WPdHsmx6jbzk2QszXH0qIItip4Uuk4/LWumZaTdSedL0nDm9wtQldyzODilLxkrlzm8DG55ShVylz5TceQzd8azc8UjVaa2fSvb1WKncxTWGlbdoO7bmNDoEzyl1uXl3PNLXzM5I6nSOvCifUsWSOV2eisWsKHWWzNkpPySXiCdyESVL5uqnmbnOuO5IF2LJnP2/JGpusYtrKJQMc4kdi9Xr35a5jMTpa68li4iYNbc0J3FMQqXxkSrXYV7m8pEy6anrapyOUVu0J0vmJA5AOKReU8GqKAidLXJxLb0dLBcl0Ra5/rDqj9+VBaGzJU7nNoSUEGwB6J8E78yAR+kTwRjD1VdfbURuw4YNhXMTxLlCUke8oZw6dQo/+tGP8Oijj+KJJ54wOfAAQAQ1dKY3orNpGr2pSUjfB4+YkTwjeI6oW0bwAJWugKnhwPybbmElKLNyteWCQGWS55Iol+SNvhwascv2IXt+/btQXkkUJc/ryULUrlTqkN6vU83khS5/vSaNR07oMvvl5E5H6dwrdrNyx/vAyLEYzZPZsUctdwCM4PldiYlfFJMQarlTfVGCl5E6m0R2bLnLSJ0lc1rkstd6hlIHK1qnRS45f77WKBMMfpvBX0Eqc9xdv1cypNG6mCGYz8pcfl8jdiUyZ2OLnR2dc6H/D+zoXGNOFiQu82WBJXWQh2RG5IzEZTqfCp1T4nL7Nk7HqC1FpRJno4UuzlVlsEVO4/UEeF9mJA5IRc6mvpSkO9EipyUOAGQE9F8FC0+q3zJ9vXueh1//9V/HTTfdhBtvvJGGVok3DJI64lfGysoK9u3bh0cffRSPPfYYVlbSTx7JObqTk+hunEJ340bEw8NZwYsqiqwjlTxVoQLOdARm30TyJE8+5Crmg9mSlxe+PFryRAD0R5WUupIk5wXPRCJdQ6IiO6QsfHWNZfMHsydC5fBpZldPtVk5RIlU7tSChjX2TeTO70ise7oifxhSweOhRPOVkiKtpq9K8KKmj/k9JbYKZKJ3LAKap9L+umTOtH82UucBnSnpFLlCdxKxy0fmyvdHqcwV+4xKmbP30zWKy2TO3jdYVs+1mY/ISr4gaFFmyNRndibVlmkNXVNSrWr+YrJ/bVkk7a8xL1MAfhKhc0mcaTaJKnqh6qNL4mxqq2mUzrz241UgfBWsfxIsnAOQRgZbrRZ+8zd/E+985ztx/fXXo9U6g39EgniNkNQR54UoinDgwAE8+uij+PGPf4wTJ05ktw8Pozs1he7GKfQ2bAAQoLZk1e+sev+VSDL9r/3SlpypqE7y5V+WzMVT+1rRC6FWJ5YlIAbUikg/N7RcVglD527z9bCnr+YjuXdW0a+yZLsalXwZiGsSPC6mtsh2VvXB7yYRu8WKx04miyN8ZMTJBY+AxrxAfUF1locVWX0BiICjN+HD60sMvVxtKHEzwOJutSpQeBWPF1TEs7FQfW49BCg8ht549Qe8lloRMKxsq27XrgurRbt8XzWXUw33o3LFqtTD3HLtuam6bVX9YO3yYEwAwRKrTDqtFygwqarClL4eEynTCE9F/UofB5lG24WvFg5VJYO2o8UiYKX75r9MxTWGuOI7gX09fk/C7wgVjQtPgfVnlcyJ7DfNt7zlLXjnO9+Jd77zndi7dy+lHyF+5ZDUEecdKSWOHDmCn/zkJ9i/fz8OHDiAOE4nqkjO0Vu3Dr3JjYibG8HlaDb/nevz92zEjiXlx3QZL2Zvc0ueLuxeqDtaIXosYghWmfV3VvJ0ihAeqQ+qfivdtyB5OjIi3B+mwlcJhqPhpC8C8LslYpdEAGUyh0r1s0LuJEx0Q0c7yuRODb2qsCKTAEsiZC65EwHH6nSA3jgHj6RZ/cj7EkPHisYiah460yrRn/QY+i1eKndVUmdSuRipQ2H43PRfv56S15fwgN46ht46R9ta5iQyq2Odi0lsmeul95XllBM1/Vt/yVBVKUrFzpprKZma8+ZM7yOg8t+J4jC8a5WpLqGVeQ3mJE4/Vq68i7bAmT5IgIeyuK8+Z27I3+sruVaLi6z/mZJ5rfo1m596AeTmWMZqbpy3ugivfRKsPwsWzcOe9+B5Hq688kpcf/31uOGGG7B9+3ZKCEycV0jqiAuOdruNxx9/HPv27cP//u//YmZmJrM9rjUQD08iGtmAaGQScWM424B+Tz0LsQNgKgVk3uwZSiWPieKHrvCyoncuksdilQIkWM0morUlT7WtEg7n5a4gdKaRZGhaWHKXE7pi/3JyVzKx3SV3LAaa86IwCd2WOyAVvGjIw+lLi8ajBc+WO+lzhGN1hK3sp76WOyAbvctLnd3/wrUkdXQjaxiRxdK8nvLENYblnTqRbTYq56zU4VlRKpfMZXZOX2MumbNxip01vzLTbE7s8jLnTBNi35XIGI9QKnHpuZDm/ONZidMCl8cWuoLE2X8nrzvpserFSVZfbKHLfyHisQQLV8G7p9RPZxZMZJ+Y6elpXH/99bjuuutwzTXXYHg49/5DEOcRkjrigkZKiWPHjmHfvn346U9/iieeeCJT0QIA4tqQErzWJKKRSYh6WodLJ7M1k5nXOp9L7GxsqbM+bMuGyYSXnT/lKidmmrYkj8WA11HDocMn3OkbpMfQG0nFg0dKqFY3s6LQZTql5A6SmTJWVbAoyQOYDKWuWRc1SZjshWvkBUNW8OIGx+LO8vEwO3oHnMGcPkvw9PHm2DVGTIVnVegokTlNHDCsbkuld816sBLgcdp2VT1a05/kYTGLMUowYrec/F3x9i4ZQ9Syhv5tGSwLNkmY2r3m8Vzj8VELIXR/3BJnmvcYvL7ILJworYtsBI1V99lCeFaFCCQyGnXAu7Pg3VPwOqfA4k7mmEajgWuuuQbXXXcd3v72t2PLli0UjSMuWEjqiDcVvV4Pv/jFL/D444/j8ccfx9NPP50ZqgVUbVojea31kLVmZi6TWmhQ/WEXN9PkuyxS85ucJJE8rws05pLJ2XWG7gb3m76RPJnmvxO+LJUw3lepMLweMPRqUh5NlgtNXGPobOCI60B3qvpfm4dA45SKWqw5xypmqC0BtUUVsfLLPmj1/gKoLcUqpQTLfpA695dIVrV6ED7QXStJcSxRX7KGHjvVlqbmTlb3QfJ0kr9quHJ3tUuEZAUsQ2/d2o8J7zEj4GVzNzN9SvoggrUXNuioHI8ZmmsseFFtV8sQExLNuXSYPRxSfXflVdT7mML2EqitJK/XkqdG1by1otGBSvpbKnFI574C6jW11uvKTnukk5oj6qaRuO4p8Ci7MMfzPOzZswfXXHMNrrnmGuzduxe12hlk9yaICwCSOuJNTbvdxsGDB/H444/jiSeewOHDhzOly4Akktdaj2h0PcKx9YgbI2mkBG7JEz5Df1zJjqqckB0mzUue1weGTgo0Z0PEdY7uOqtmrEvyJMyCA+koiZYXPd5nGJphGDopzHE2edFbS+5YBDRnGWqLMlkhy5LzugWP9xkac2lkxlTFKBE8HkoMzSQ7cUB4OrzpFjw7Yid9ht64TnXint+mIlzSHKtFo0zwyqTOFjk1RzKVkjJ5YZl5V+p3HADLOx37JiKn+2lXlJAl0WBnElxWEuG1RyL1UKtQC4p0zsZi+0WZswXOvq8+HwEMCEc8RA1utWEJnHVf3FBDybVliaCdfR7yEqcW/Ki/RcAz8+HMLrnHSEfwpMeKaY4c818lB1i4BN6Zh9edA+vNg0fZxQ2cc1x22WX4jd/4DSNxVJaLeLNCUkcMFMvLy3jqqafwxBNP4Mknn8Tzzz9fkDzhBYhG1iEcVaIXDU2A5zIZMwFAwohdfpsteUA6H66+oNIeNGfTnCN5yVP3MVVazHwQZ6/DJXo6vYkWyOwBbtETHtCZ5IhrSu5ULjo1D6/mWAShBc+WOxar4Ve/7ZYKNU8vnSvFBFBbTMs4ZXAInj1nrdC8LXh2BE+6h+XKBM+WulKRy12XLXUukcvszoHueobehKwUufxjkUmKvUZkMBOtM3Pl3PsyweB19Fw5HW1LV6vmBQ5SojGXe74YECal8PKRUyNwmTuB2op6HmurIitwCTx3nwhUu9JjTsl1leuSHoPw3JFOyWLw3gJ4d1799ObBRDb/D2MMl156qZG4q666itKNEAMDSR0x0KyuruKXv/wlDh48iIMHD+KXv/wlOp3snBnJGOLhcUStcUStCUStCcR1Fc0TvqoXKz13oliNLXq8D7Relph4ZgXhiHvYJi96TKromikz5kCLHu/DRM2YY5ViekAqenGNoTPJMlU3qtByp2v2OoUudy6vD5MvbeJwdV46AFnBOwOM4CUpLvLVKPLYgmdHlkpFzj5Xct1afKvmjGmED6xOs2qRy/WPh0B4FvPsVXURWZnqxIaHDBPPJJ3XETqXwJlOAb0J39Q1jZrMLXD2IUKiMa/6FOjyXVYUrrC/BLxOhN66enY4taLeKpDO1TTVWDhU+a3egvlhvUWw3LeDZrOJyy+/HHv37sXevXvxa7/2ayRxxMBCUkdcVERRhOeffx4HDhzAz3/+cxw4cABzc3OF/YTnI25NGNHrj62DqDdQW04/eKJG+bw1f5Vh5KgEi4GJn1t5S3xeKnqixrGy2cfq5lwUMC6ZTM+SaFRbZqIWPCoXPTvtQ+liEN18Miyt95cciJrVx0iPIWoAQ68mMhRKtI6VrwRgsYA/uwzwJGIT+OhPVVsOExJeN0JvvVpmKwKG9vqq5G9QVRyaa4gct9KyMPVYtV5Z++1RP46qdiurzNvHpDV0nyw26K5fe75hoF9CyQrY3sQa8/cihtYx9fobedltmJID/fFi6bX+iHuuGoslRo7l7JYBUZOjPu/Ohs0k4LVzZb0mavC6wkRgXWSSQzMgbDBI3gXrLoD3TicSdxpMFuV0cnISV155pZG4Sy65hPLFERcNJHXERY2UEjMzM3j66afNz+HDh9HtFiNNImhABuPgcgTSG0M0PI7OplYaAUFR9PxVhsknI4w8pdKyyMCHaOXMyBK9uMmxMu0jbjC0p/VKCsDrVYges4buuNrmiqyxOBkew9pyp4dT7bmGegizTO4kZ4gb2QodPKwWPK8bgT3zYnpe3wem0hJKLsljQsJf7ln7eEbwgBLJc0hdRuKAZDVltu8uqXOVlrPb7I/knqucyGWGjZOh4MJQO1KZY0Ka502dg5mh3sIxDplzyRugXgP9EZ5ekzXf0SVwTEg0X1o2/Y6H68lcPz+9znZRsrzV5LniHP31zYLMFap7SAnebwPxIiCWILAEFp0Gi4tfDur1Ot761rdiz5492LNnD6688kps3LiRVqcSFy0kdQSRI4oiHD161EjeM888gxdeeKGwyhYAJPMBbxTwxyC9UcRD42hPjwHcGlqN1IdybVkYucu04RA90fSxvL2J7nqeyl1mh6LoqcYS2XMlTI7TihXpnepXsJoOOfJQVqaeyM9Pi5puocuTF7yRox0EJ05DnJovPcaWPC14eakr9M8leZMewmFWKXGu/mqps0WuqiKEqsWq0uKUilzhRKnY2VE5JiVqy+XPQXeCARzojwCtYypaGw0xtF6Jc/um8lZsBxg5FhUicxmBy/VVDNXA230ldTmMwGWO4eiva5o5etkOxOC9ZSNwiJMfOOTQ87Br1y7s2bMHl19+OS6//HJs376donAEYUFSRxBnQLfbxbPPPovDhw/j2WefxXPPPYcjR44gDIvDThIM8EYAbwTSG0HcHEV34xi8/hDGD3fAoyTVQxiDny6v7SQDH9HkCFa3NBEHahWoqKE6dYaWveQzmofA0IyECIDehDt6YWSPKVnwO0mdzTNAcoaooeYexk2G/sgZHQa/DWzcvwp/bhUsjCBmi0PghX76PjA9ibhVB+9FAGPOFZOFPnocq1uHcHq3Vylx5jxxkgRaqFWcwq8Wucy5uBI7EbC15yHq80kVFQ2HVMLdMpFzEQcM4YgSuSp5YyIpRi+zq4Mlh1veTN8k0Ourx7qZRJOH6255s48L03l84eQwemM+INpK4ETyEy8BYgWuFTK+72Pnzp249NJLsXv3buzZswe7d+9GvV4xtk0QBEkdQZwrOqKnJe/ZZ5/Fs88+i5UVt6hJcMBrgfERgI+Ax8PwV+tgaIJZ+SVcsifrNUQbWghHAizsdifoFQHQW5/9d1Z57pIhy5K1C8JXpa7M+a3FFDxCpeDZ8+2ExxC20vurBM9vA1OPqwUrLBbw59JcYVWSx2oB5PRUeoctdRWSF43U8cr/517poiXO/ru+lKyaZaxygYwrhYa6oYS6DJZLyaJvC59BV/kow15QYMumETfX+YREc6YLCAnezq0G1eJW2lmmHttG8XVn5E33BxKSdSD4KuKRGJKvQniriby5+zY6OopLL73U/OzevRvbtm1DEFQUZiUIwglJHUG8jkgpcfLkSTz77LN48cUXzc/Ro0fR71fktmDDAFc/TAwhaAdgcghAzQgfiwRYu4docgSixtHZkP3QEwFDZ31JpEbCfKZ6PYnWiXR4S9QYuuPuUJSKOiW9zAmeK1eYadMSPL2vljweAiMvCwwfd0d7bMmzBY95HGx8DKJVkUOsRPJsqStInADqi27hkIwlZdSs+7j7dvE6YKpLsNwQbP7vPCLI1ibVIseEShfi7ixQW0yfVyYlvE6U9EWCL7i/bDAhgb4j4tysG5mz5U1CAiyE4G1IrEJ6XQhf/Ui/W5pnpVarYfv27di+fTt27NiBSy+9FJdccgmmpqZoDhxBvE6Q1BHEr4A4jnHixAkcOXLkLGQPAHyADwGsBSaH4HdrYLIBGbTQXzcK6TOTfqIKW/i8vsTwyTgZdo3V3LK6205s4WMxUE/quOph1zNFSx4TQGNBYujEGdTGQjGKB66Tz57heGgiQ/FwDa++TS24qJK47LmBxnwE6TMsb0kN60wqQehas0wAUYOtKXGF4yUype0ktyo1LLrTkTAp4a2G6th+pFK/tNXjXCZuGfRHQeBDQkIMM0jeg2QdSLaqpC0ROPDyx69erxtxs3+mp6fhnenzRhDEOUFSRxDnkTiOMTMzg2PHjuHYsWN4+eWXze+TJ08WEidnYQBrQnpDgDcEEQxB+kOAl9zHG5mVuXl4DPhtoVbC+kwJXslp8tJXqNDA0jxiziYEUFuOVcH4ZYdcrBWpkWpxBGv31L65/HZrSZ5s+Di9pzo3mZa49G+J+qkOZOBhdesQVjeW25yWOPO3ABpzoVod2vBM6o/S4yVUSTWL/N9a2sqOZ70QfCUZYy8TuOTtXkJCeiGk34f0+xBBHzIIIfyeus/rl0bcAFWFYePGjdiyZUvmZ/v27di0aRM4P/P8gwRBvH6Q1BHEBUq/38fx48czsvfKK69gZmYGJ0+edK7GtVELNhqQvJGIXgPgjeR38rfXAJhnBA9Qw7x+JrcYQ1xfQ5p8hv6IPcErlTxTYcIlc2XYkmcLXdm+JUmMtezZUpeXN9NMInHOdnJiVypxpdcDRE3PiF1e4pgAavPVCZuZBLi9QEFKsJ51zmRenGQiEbYQ0utDeiGEH6r7vD6kH0H6fWANj/Y8D5OTk9i8eXNB3jZv3kz1UAniAoSkjiDehMRxjFOnTuHEiROYmZkxPydOnMCJEycwOzu7pvRpJKsBXh2S1wFeB1gdPK4BrAYe+qidaIPFAcAbiKcm3I3kxc+K7rEkOrdWGSxnsxLg3RC8nQxRCwlURi+zfdKyJwMP3c1qUh+LRKm8FZASrJOcO/DR2TqK/qgHFstqiStchwTvRBDNZBhXQK3gNdtzwpbrA1ZXIL0IkkeQtVj95iEkepBeBPAIIhE5eGf2vHueh40bN2LTpk2Fn+npaaxfv57ShRDEmwySOoIYQKIowtzcHGZnZ3Hq1Cnn79nZ2TXm8zkQHEz4YMIHhJfc9tx/8zridWMAfAA+GCtG+6pEjwkJ3ovAeqmkMFkidWvJHucmJYcTW94K91uy5XGIiRGE4+VLYpmUxSS8UoK1uwCLIREC3VWAx5BcC1oMJL/1feBxInIhwM/ubbper2PDhg2YnJzEhg0bzI/+e2pqChs2bKA5bgQxYJDUEcRFipQSy8vLmJ2dxdzcHE6fPo2FhQXMz8+b2/r3wsLC2Qtg4YRMSaFU1dhZUpWdSS97PzhEswEmGVjEkpUJzGxTf/M0WzL0wgJ9Ipb+ltZtIZDmRJPpbQZAijStB1PbpG6USYBJSH2bI4m4CUDEABOQLE72jSERAzJU+/M4+S0q56idCbVaDRMTE5iYmMD4+DjGx8czt9evX2+krdVq0YpSgrgIIakjCGJNpJRot9tG8FZWVrC8vGx+lpaWzG1729LS0muXwQGj0WhgZGQErVYr8zv/02q1MuLWbDZJ1AiCqISkjiCIN5QoitDtdtFut9HpdNDpdJy32+02+v2++QnD0Pl3GIbo9XqIoghCCAghIKVEHMeQUpr77B8pJRhj4JwXfrvu830ftVoNQRAgCILS2/rvoaEhNJtN87vRaKDZbGZ+hoaG0Gg0KKkuQRBvGCR1BEEQBEEQAwAlEyIIgiAIghgASOoIgiAIgiAGAJI6giAIgiCIAYCkjiAIgiAIYgAgqSMIgiAIghgASOoIgiAIgiAGAJI6giAIgiCIAYCkjiAIgiAIYgAgqSMIgiAIghgASOoIgiAIgiAGAJI6giAIgiCIAYCkjiAIgiAIYgAgqSMIgiAIghgASOoIgiAIgiAGAJI6giAIgiCIAYCkjiAIgiAIYgAgqSMIgiAIghgASOoIgiAIgiAGAP98d4AgNFJKdLvd890NgiCIs6LRaIAxdr67QRAkdcSFQ7fbxXvf+97z3Q2CIIiz4qGHHkKz2Tzf3SAIGn4lCIIgCIIYBChSR1yQ1PZNgcnkOwfjYJwBjAOcAYyBcb0tuZ8xgDMwvY/Zxswx5gew7uPZ7epAc59kLP3qY7Vh7mfpuez7JFPNmG1ctavuZ2abPkYm95ntQNoGT/bX25E9R+aYpPuSO7Zl9kemj+l9rLCtcAzsfuS2o+T+kvbK+lE4pqpdc78sHm8dY7ZbbcnkfljHqW3S6o/azuxtZl+9TZo2mb0/k2abeYnp+wFrm1QvVcjkdnoMT/5W29Tf+hizjUkwpMfx5D7zA2mO4wyZ+9XxIj0Oen8BTx+T/J22JUx7ntW+B3W/p9sz+wp4uk3ofoh0f6RtqzYFONT51Ta1rz4fg4Cnj7eO8QB1HNR59OOh/1bnksltJNskePK4eGDgALzkyeZgyX0MHmPg4GDJiyTse/h/n9wEgriQIKkjLkxilry9QkkdEgFLPi3TbQzgqcEwZUhJI/rTnae3C/bAsyah2yx8yiN3n30OOO7LH4dU5iypK9xnSZj9d76L2f0dx/CKbWWXUehHyWVXbSt7qM61PatNl/C9oVLn2o7839K0bffDPqdrWyqBMtemLDlGOs4lMz+21GkxND9l26DFTzVpC6CWP0DLGYwU2duU1IlUipgtReo2Z0wJV/Ib5jYzx6l2kLSpj0VyHMxxhW3W/V4ipJ7pp5Y6uabU2e15+vFA9j4Ou4/mKwxBXDDQ8CtBEARBEMQAQFJHEARBEAQxAJDUEQRBEARBDAAkdQRBEARBEAMASR1BEARBEMQAQFJHEARBEAQxAJDUEQRBEARBDACUp464MPEkpFTJRlXeNWb9ZrmEwPq3dRv2fdK6fQbbrKRlsiT5Wnp/+ltmbiNznAQAqe9P25RggIQ51t5u2sgkV7P74vhbZrqUezxKfvL7nkkuuqptZ3yuM9xmn7LyOLlGm7Kkj+XJh7O55axtZt9zTz6cPY+02ju3PHUS6XGSyewP1G+1DZn7BZMAE1Z/9LlEel3J33q7ZMK0h0z7yW99ruRvnuyjfwMo3Cesf2t9WzBAQP3bC2sbQ1meOmYSBntInzP9t853p28DaRtnlnyYIU0+7Pq/JIjzC0kdcUHSf/ur57sLbwz6M/McyTsJQWjsl5ao2vGCxbZqGkQiiHOB/nMIgiAIgiAGACalpFonxAWBlBLdbvd8d4NYg263iw996EMAgPvuuw+NRuM894iogp6vN55GowHGKHZOnH9o+JW4YGCModlsnu9uEGdBo9Gg5+xNBD1fBDHY0PArQRAEQRDEAEBSRxAEQRAEMQCQ1BEEQRAEQQwAJHUEQRAEQRADAK1+JQiCIAiCGAAoUkcQBEEQBDEAkNQRBEEQBEEMACR1BEEQBEEQAwBJHUEQBEEQxABAUkcQBEEQBDEAkNQRBEEQBEEMACR1BEEQBEEQAwBJHUEQBEEQxABAUkcQBEEQBDEA+Oe7AwRBvPF0u108+eSTOHToEA4fPozDhw/j5MmTAIBPfOITuPPOO9dsY35+Hvfccw8ee+wxnDx5EvV6HTt37sT73vc+fOADHwBjrPL4V155Bffccw/279+P+fl5NJtNXHbZZbj11lvxrne96/W4zIHhtTxfX/3qV3H33XeveY577rkHW7ZsKd1+6NAhfOtb38KTTz6J06dPY2RkBFdccQVuv/12vO1tbzvrayII4o2HpI4gLgKefvpp/M3f/M05H3/o0CF8+tOfxuLiIgCg2Wyi3W7jwIEDOHDgAH7wgx/g85//PIIgcB7/2GOP4bOf/Sy63S4AYHh4GMvLy9i/fz/279+PW265BXfdddeaYnix8FqfLwDwfR+jo6Ol2z3PK932wAMP4Atf+ALiOAYAtFotLCws4JFHHsEjjzxyxl8ECIL41UJSRxAXCSMjI7jsssvMzxe/+EXMz8+vedzKygruuusuLC4uYtu2bfi7v/s77NmzB2EY4v7778eXvvQl7Nu3D1/84hfx13/914Xjjx8/js997nPodrvYu3cvPvOZz2Dr1q1ot9u49957cffdd+PBBx/Etm3b8Ad/8AdvxKW/KTnX50tz5ZVX4p//+Z/P+rw///nPjdDdeOON+NSnPoWpqSksLi7iK1/5Cv7zP/8Td999N3bs2IHf+Z3fOev2CYJ44yCpI4iLgKuuugr/9V//lbnvX/7lX87o2HvvvRfz8/Oo1+v4x3/8R2zevBkAEAQBbr/9drTbbfzrv/4r7r//fnzkIx/B1q1bM8d/9atfRafTwbp16/AP//APGBkZAQAMDQ3hzjvvxNzcHO6//358/etfx6233mq2X8y8lufrtfLlL38ZcRxj165d+Pu//3v4vvqYGBsbw6c//WnMzMxg3759+PKXv4ybbrqpMuJHEMSvFlooQRAXAa/lg/ehhx4CALz73e82Qmdz++23o9lsIo5j/Pd//3dmW6fTwQ9/+EMAwIc//GGnsP3hH/4hAGB1dRWPPPLIOfdzkDhfonT8+HEcOHAAAHDHHXcYobPRz9fMzAyeeuqpX2n/CIKohqSOIIhSXnrpJTNB//rrr3fuMzQ0hKuuugoAsH///sy2gwcPotfrVR4/PT2N7du3O48nfrXYj3/Z87V3714MDQ0V9icI4vxDw68EQZTywgsvmNs7d+4s3W/Xrl346U9/ihdffLH0+F27dlUef/ToURw5cuTcO0tkOHLkCD7+8Y/j+PHj4Jxjw4YNuPrqq/HhD38Yl112WekxADAxMYGJiQnnPp7nYdu2bXjmmWfo+SKICwyK1BEEUcrc3Jy5PTk5Wbrfhg0bAKgh1Ha7be4/deoUADXpv16vr3m8fT7itbG4uIijR4+iXq+j3+/j5ZdfxgMPPIBPfvKT+MpXvuI8Rj9f+vkoQ78W6PkiiAsLitQRBFGKLWhVUtZoNDLH6OG5TqdT2F51vH0+4tzYsmUL/vzP/xw33HADpqen4fs+wjDEE088ga985Ss4dOgQvv71r2NkZAR33HFH5lj9+K/1fOnXAj1fBHFhQZE6giCIAeLmm2/GRz/6UWzdutUsdAiCAG9/+9vxpS99CXv27AEAfO1rX8PKysr57CpBEK8zJHUEQZSiI24AzIIHFzqpcP6YZrNZ2F51vH0s8fpTr9fxJ3/yJwBUFPVnP/tZZrt+/Nd6vvRrgZ4vgriwIKkjCKKU9evXm9uzs7Ol++m5WMPDw5kPej03a3l5uVIK9fH2+Yg3hiuuuMLcPn78eGabfr7081GGfi3Q80UQFxYkdQRBlGKvWK1a6ahXue7YsaP0eHslbNnxVStsiTce/fgvLCzg9OnTzn3iOMZLL72U2Z8giAsDkjqCIErZunUrNm7cCAD46U9/6tyn0+mYhLXXXXddZtvevXvNpPp9+/Y5j5+ZmcHRo0edxxOvP7/85S/N7enp6cw2+/Eve74PHjxoFkjQ80UQFxYkdQRBlMIYw3vf+14AwPe+9z2cOHGisM93vvMddDodeJ6H97znPZltzWYTN910EwDgu9/9rnNi/j333ANAzc+68cYbX+9LuKiQUlZu7/f7Jp1Js9nE2972tsz2zZs3m0TS3/zmNxFFUaGNb3zjGwCATZs24eqrr349uk0QxOsESR1BXCQsLy/j9OnT5kcIAUBNerfvz6epuOOOO7Bu3Tp0u13cddddOHToEAAgDEN897vfxb/9278BAG699dZC3VcAuPPOO9FsNjE3N4fPfOYzePnllwGoCN/dd9+N++67DwDwx3/8x1T31eJcnq+nnnoKf/VXf4WHHnoIr776qrk/iiL87Gc/w1/+5V+aSN3HP/5x5+P9p3/6p/A8D8899xw+97nPmflzS0tL+Kd/+icTwfuzP/szqvtKEBcYTK711Y4giIHg93//9zEzM7Pmfu973/vwt3/7t5n7Dh06hE9/+tNYXFwEoKJq/X7fRHKuu+46fP7zn0etVnO2+dhjj+Gzn/2sWVXZarXQ6XQQxzEA4JZbbsFdd90Fxtg5X9+gcS7P1xNPPIFPfepTZlu9Xkej0cDq6qp5rjjn+NjHPoZPfvKTpW0+8MAD+MIXvmCen1arhdXVVRMJ/MQnPoE777zznK+NIIg3Bko+TBDEmrz1rW/Fv//7v+Oee+7BT37yE7z66qtoNBrYtWsX3ve+9+GWW24B5+WB/3e84x342te+hnvuuQf79+/H/Pw8Wq0Wdu/ejd/7vd/Du971rl/dxQwwu3btwl/8xV/gF7/4BV544QUsLi5iZWUFjUYDO3bswFVXXYVbb70Vl1xySWU7H/zgB7F7925885vfxFNPPYXTp09jYmICV1xxBW6//fbCsC1BEBcGFKkjCIIgCIIYAGhOHUEQBEEQxABAUkcQBEEQBDEAkNQRBEEQBEEMACR1BEEQBEEQAwBJHUEQBEEQxABAUkcQBEEQBDEAkNQRBEEQBEEMACR1BEEQBEEQAwBJHUEQBEEQxABAUkcQBEEQBDEAkNQRBEEQBEEMACR1BEEQBEEQAwBJHUEQBEEQxABAUkcQBEEQBDEAkNQRBEEQBEEMACR1BEEQBEEQAwBJHUEQBEEQxABAUkcQBEEQBDEA/P+BIaNp/wH2VAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 6.48 s, sys: 1.73 s, total: 8.21 s\n", + "Wall time: 4.5 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "#path to unbinned fits file for source and background to create binned dataset\n", + "spectrum_Al.get_binned_data(unbinned_data=path_to_Al, make_binning_plots=True, \n", + " output_name='Al_binned', show_plots=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bf4dd75b-737c-42c5-a94e-c0e679f95c10", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "binning data...\n", + "Time unit: s\n", + "Em unit: keV\n", + "Phi unit: deg\n", + "PsiChi unit: None\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "plotting psichi in Galactic coordinates...\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 10min 9s, sys: 46.7 s, total: 10min 56s\n", + "Wall time: 11min 53s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "#path to unbinned fits file for source and background to create binned dataset\n", + "spectrum_bkg.get_binned_data(unbinned_data=path_to_bkg, make_binning_plots=True, \n", + " output_name='bkg_binned', show_plots=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "44785935-f87e-42f3-9fd3-c120a0a3c9d9", + "metadata": {}, + "outputs": [], + "source": [ + "#combine source and background binned data\n", + "spectrum_total = spectrum_Al.binned_data + spectrum_bkg.binned_data\n", + "spectrum_total.write('combined_al_bkg_nside_16.hdf5')" + ] + }, + { + "cell_type": "markdown", + "id": "ee91553f-d7d6-40ce-9cef-71e0dd29cbeb", + "metadata": {}, + "source": [ + "This `spectrum_total` can be considered as the actual event histogram in COSI observations." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d475382a-d14c-424d-8558-fc3802896e9c", + "metadata": {}, + "outputs": [], + "source": [ + "# load data\n", + "spectrum_bkg = Histogram.open(\"bkg_binned.hdf5\")\n", + "spectrum_Al = Histogram.open(\"Al_binned.hdf5\")\n", + "spectrum_total = Histogram.open(\"combined_al_bkg_nside_16.hdf5\")" + ] + }, + { + "cell_type": "markdown", + "id": "b4c21d39-b8e3-4a55-ba54-2e90fb246300", + "metadata": {}, + "source": [ + "# 1. Instantiate the LineBackgroundEstimation" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4d3b2374-bfc4-44e3-a3a1-a9827fa292ae", + "metadata": {}, + "outputs": [], + "source": [ + "instance = LineBackgroundEstimation(spectrum_total)" + ] + }, + { + "cell_type": "markdown", + "id": "b34e630b-4278-4c80-9558-80bd3a4642af", + "metadata": {}, + "source": [ + "# 2. Set background model and fit it" + ] + }, + { + "cell_type": "markdown", + "id": "117f4405-9738-418d-929f-c8cda2e2353f", + "metadata": {}, + "source": [ + "## Define a background spectrum model for fitting data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3f012374-faba-486f-9789-60d1c1f73b1a", + "metadata": {}, + "outputs": [], + "source": [ + "def powerlaw(x, a, b, pivot):\n", + " return a * (x/pivot)**b\n", + "\n", + "def gaussian(x, a, mu, sigma):\n", + " return a / (sigma) / np.sqrt(2 * np.pi) * np.exp( -(x-mu)**2 / (2*sigma**2))\n", + "\n", + "def bkg_model(x, a, b, a1, mu1, a2, mu2, a3, mu3, a4, mu4, sigma):\n", + " pivot = 1800.0\n", + " return powerlaw(x,a,b, pivot) + \\\n", + " gaussian(x , a1, mu1, sigma) + \\\n", + " gaussian(x , a2, mu2, sigma) + \\\n", + " gaussian(x , a3, mu3, sigma) + \\\n", + " gaussian(x , a4, mu4, sigma)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "f568ff11-3ef9-4410-9c5e-68113037a5b9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, )" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Migrad
FCN = -9.903e+07 Nfcn = 1301
EDM = 0.000496 (Goal: 0.0001)
Valid Minimum No Parameters at limit
Below EDM threshold (goal x 10) Below call limit
Covariance Hesse ok Accurate Pos. def. Not forced
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Name Value Hesse Error Minos Error- Minos Error+ Limit- Limit+ Fixed
0 x0 17.385e3 0.007e3
1 x1 -1.702 0.004
2 x2 21.7e3 0.5e3
3 x3 1.61183e3 0.00007e3
4 x4 71.7e3 0.6e3
5 x5 1.633315e3 0.000034e3
6 x6 24.8e3 0.5e3
7 x7 1.76410e3 0.00009e3
8 x8 67.2e3 0.5e3
9 x9 1.778490e3 0.000025e3
10 x10 2.136 0.027
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x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10
x0 45.1 0.0114 (0.422) -340 (-0.100) -0.00406 (-0.008) -633 (-0.151) -0.00999 (-0.044) -518 (-0.165) -0.00803 (-0.014) -596 (-0.168) -0.00841 (-0.049) -0.0285 (-0.157)
x1 0.0114 (0.422) 1.62e-05 0.26 (0.128) -5.46e-06 (-0.019) 0.256 (0.102) 2.73e-07 (0.002) -0.0368 (-0.019) 9.05e-06 (0.026) -0.053 (-0.025) 3.11e-06 (0.030) 6.46e-06 (0.059)
x2 -340 (-0.100) 0.26 (0.128) 2.54e+05 -5.79 (-0.161) 3.04e+04 (0.097) 0.693 (0.041) 1.02e+04 (0.043) 1.68 (0.038) 1.3e+04 (0.049) 0.703 (0.055) 1.78 (0.130)
x3 -0.00406 (-0.008) -5.46e-06 (-0.019) -5.79 (-0.161) 0.0051 3.42 (0.077) 0.000128 (0.054) 0.926 (0.028) 0.00031 (0.050) 1.42 (0.038) 0.000118 (0.065) 0.000283 (0.146)
x4 -633 (-0.151) 0.256 (0.102) 3.04e+04 (0.097) 3.42 (0.077) 3.9e+05 1.89 (0.090) 3.78e+04 (0.129) 9.94 (0.182) 5.38e+04 (0.163) 3.87 (0.244) 9.45 (0.559)
x5 -0.00999 (-0.044) 2.73e-07 (0.002) 0.693 (0.041) 0.000128 (0.054) 1.89 (0.090) 0.00113 1.15 (0.073) 0.000352 (0.120) 1.71 (0.096) 0.000135 (0.158) 0.000325 (0.358)
x6 -518 (-0.165) -0.0368 (-0.019) 1.02e+04 (0.043) 0.926 (0.028) 3.78e+04 (0.129) 1.15 (0.073) 2.2e+05 -7.56 (-0.184) 1.86e+04 (0.075) 1.06 (0.089) 2.67 (0.210)
x7 -0.00803 (-0.014) 9.05e-06 (0.026) 1.68 (0.038) 0.00031 (0.050) 9.94 (0.182) 0.000352 (0.120) -7.56 (-0.184) 0.00764 3.85 (0.084) 0.000342 (0.154) 0.000787 (0.333)
x8 -596 (-0.168) -0.053 (-0.025) 1.3e+04 (0.049) 1.42 (0.038) 5.38e+04 (0.163) 1.71 (0.096) 1.86e+04 (0.075) 3.85 (0.084) 2.79e+05 0.0919 (0.007) 3.92 (0.274)
x9 -0.00841 (-0.049) 3.11e-06 (0.030) 0.703 (0.055) 0.000118 (0.065) 3.87 (0.244) 0.000135 (0.158) 1.06 (0.089) 0.000342 (0.154) 0.0919 (0.007) 0.000647 0.000303 (0.440)
x10 -0.0285 (-0.157) 6.46e-06 (0.059) 1.78 (0.130) 0.000283 (0.146) 9.45 (0.559) 0.000325 (0.358) 2.67 (0.210) 0.000787 (0.333) 3.92 (0.274) 0.000303 (0.440) 0.000733
" + ], + "text/plain": [ + "┌─────────────────────────────────────────────────────────────────────────┐\n", + "│ Migrad │\n", + "├──────────────────────────────────┬──────────────────────────────────────┤\n", + "│ FCN = -9.903e+07 │ Nfcn = 1301 │\n", + "│ EDM = 0.000496 (Goal: 0.0001) │ │\n", + "├──────────────────────────────────┼──────────────────────────────────────┤\n", + "│ Valid Minimum │ No Parameters at limit │\n", + "├──────────────────────────────────┼──────────────────────────────────────┤\n", + "│ Below EDM threshold (goal x 10) │ Below call limit │\n", + "├───────────────┬──────────────────┼───────────┬─────────────┬────────────┤\n", + "│ Covariance │ Hesse ok │ Accurate │ Pos. def. │ Not forced │\n", + "└───────────────┴──────────────────┴───────────┴─────────────┴────────────┘\n", + "┌───┬──────┬───────────┬───────────┬────────────┬────────────┬─────────┬─────────┬───────┐\n", + "│ │ Name │ Value │ Hesse Err │ Minos Err- │ Minos Err+ │ Limit- │ Limit+ │ Fixed │\n", + "├───┼──────┼───────────┼───────────┼────────────┼────────────┼─────────┼─────────┼───────┤\n", + "│ 0 │ x0 │ 17.385e3 │ 0.007e3 │ │ │ │ │ │\n", + "│ 1 │ x1 │ -1.702 │ 0.004 │ │ │ │ │ │\n", + "│ 2 │ x2 │ 21.7e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 3 │ x3 │ 1.61183e3 │ 0.00007e3 │ │ │ │ │ │\n", + "│ 4 │ x4 │ 71.7e3 │ 0.6e3 │ │ │ │ │ │\n", + "│ 5 │ x5 │1.633315e3 │0.000034e3 │ │ │ │ │ │\n", + "│ 6 │ x6 │ 24.8e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 7 │ x7 │ 1.76410e3 │ 0.00009e3 │ │ │ │ │ │\n", + "│ 8 │ x8 │ 67.2e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 9 │ x9 │1.778490e3 │0.000025e3 │ │ │ │ │ │\n", + "│ 10│ x10 │ 2.136 │ 0.027 │ │ │ │ │ │\n", + "└───┴──────┴───────────┴───────────┴────────────┴────────────┴─────────┴─────────┴───────┘\n", + "┌─────┬───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐\n", + "│ │ x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 │\n", + "├─────┼───────────────────────────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ x0 │ 45.1 0.0114 -340 -0.00406 -633 -0.00999 -518 -0.00803 -596 -0.00841 -0.0285 │\n", + "│ x1 │ 0.0114 1.62e-05 0.26 -5.46e-06 0.256 2.73e-07 -0.0368 9.05e-06 -0.053 3.11e-06 6.46e-06 │\n", + "│ x2 │ -340 0.26 2.54e+05 -5.79 3.04e+04 0.693 1.02e+04 1.68 1.3e+04 0.703 1.78 │\n", + "│ x3 │ -0.00406 -5.46e-06 -5.79 0.0051 3.42 0.000128 0.926 0.00031 1.42 0.000118 0.000283 │\n", + "│ x4 │ -633 0.256 3.04e+04 3.42 3.9e+05 1.89 3.78e+04 9.94 5.38e+04 3.87 9.45 │\n", + "│ x5 │ -0.00999 2.73e-07 0.693 0.000128 1.89 0.00113 1.15 0.000352 1.71 0.000135 0.000325 │\n", + "│ x6 │ -518 -0.0368 1.02e+04 0.926 3.78e+04 1.15 2.2e+05 -7.56 1.86e+04 1.06 2.67 │\n", + "│ x7 │ -0.00803 9.05e-06 1.68 0.00031 9.94 0.000352 -7.56 0.00764 3.85 0.000342 0.000787 │\n", + "│ x8 │ -596 -0.053 1.3e+04 1.42 5.38e+04 1.71 1.86e+04 3.85 2.79e+05 0.0919 3.92 │\n", + "│ x9 │ -0.00841 3.11e-06 0.703 0.000118 3.87 0.000135 1.06 0.000342 0.0919 0.000647 0.000303 │\n", + "│ x10 │ -0.0285 6.46e-06 1.78 0.000283 9.45 0.000325 2.67 0.000787 3.92 0.000303 0.000733 │\n", + "└─────┴───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%%time\n", + "\n", + "m = instance.fit_energy_spectrum()\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4c29ae36-9bec-471b-b7d7-f25c9cdda2f9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax, _ = instance.plot_energy_spectrum()" + ] + }, + { + "cell_type": "markdown", + "id": "cf44a0b2-6990-4f17-b2a6-00ebadc73f6d", + "metadata": {}, + "source": [ + "## Mask a region around Al-26" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "0c428d11-932f-4db8-953c-1e235ca6779c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, True, True, True, True, True, True,\n", + " True, True, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "instance.set_mask((1790.0, 1825.0) * u.keV)\n", + "instance.mask" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "d75f2aa0-ba45-4bff-9d4e-d408cba4348b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Migrad
FCN = -9.049e+07 Nfcn = 796
EDM = 0.00093 (Goal: 0.0001)
Valid Minimum No Parameters at limit
Below EDM threshold (goal x 10) Below call limit
Covariance Hesse ok Accurate Pos. def. Not forced
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Name Value Hesse Error Minos Error- Minos Error+ Limit- Limit+ Fixed
0 x0 17.041e3 0.007e3
1 x1 -1.797 0.004
2 x2 24.3e3 0.5e3
3 x3 1.61187e3 0.00007e3
4 x4 76.4e3 0.6e3
5 x5 1.633376e3 0.000030e3
6 x6 28.9e3 0.5e3
7 x7 1.76417e3 0.00008e3
8 x8 72.0e3 0.5e3
9 x9 1.778556e3 0.000027e3
10 x10 2.348 0.024
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x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10
x0 50.2 0.0131 (0.450) -412 (-0.113) -0.0058 (-0.011) -712 (-0.163) -0.00677 (-0.032) -632 (-0.185) -0.0117 (-0.020) -736 (-0.190) -0.0103 (-0.055) -0.0312 (-0.181)
x1 0.0131 (0.450) 1.69e-05 0.255 (0.121) -5.48e-06 (-0.018) 0.223 (0.088) -6.66e-07 (-0.005) -0.0593 (-0.030) 5.37e-06 (0.016) -0.08 (-0.036) 1.97e-06 (0.018) 3.81e-06 (0.038)
x2 -412 (-0.113) 0.255 (0.121) 2.64e+05 -4.68 (-0.123) 3.43e+04 (0.108) 0.476 (0.031) 1.47e+04 (0.059) 1.76 (0.041) 1.89e+04 (0.067) 0.832 (0.061) 2.03 (0.162)
x3 -0.0058 (-0.011) -5.48e-06 (-0.018) -4.68 (-0.123) 0.00545 2.68 (0.059) 6.14e-05 (0.028) 1.07 (0.030) 0.000222 (0.036) 1.58 (0.039) 9.67e-05 (0.049) 0.000226 (0.126)
x4 -712 (-0.163) 0.223 (0.088) 3.43e+04 (0.108) 2.68 (0.059) 3.82e+05 0.687 (0.037) 4.31e+04 (0.145) 7.12 (0.137) 5.98e+04 (0.177) 3.19 (0.195) 7.57 (0.504)
x5 -0.00677 (-0.032) -6.66e-07 (-0.005) 0.476 (0.031) 6.14e-05 (0.028) 0.687 (0.037) 0.000903 0.787 (0.054) 0.000152 (0.060) 1.14 (0.069) 6.68e-05 (0.084) 0.000157 (0.214)
x6 -632 (-0.185) -0.0593 (-0.030) 1.47e+04 (0.059) 1.07 (0.030) 4.31e+04 (0.145) 0.787 (0.054) 2.33e+05 -4.58 (-0.113) 2.75e+04 (0.104) 1.28 (0.100) 3.05 (0.260)
x7 -0.0117 (-0.020) 5.37e-06 (0.016) 1.76 (0.041) 0.000222 (0.036) 7.12 (0.137) 0.000152 (0.060) -4.58 (-0.113) 0.00701 3.7 (0.081) 0.000285 (0.128) 0.00057 (0.280)
x8 -736 (-0.190) -0.08 (-0.036) 1.89e+04 (0.067) 1.58 (0.039) 5.98e+04 (0.177) 1.14 (0.069) 2.75e+04 (0.104) 3.7 (0.081) 2.98e+05 0.609 (0.042) 4.37 (0.329)
x9 -0.0103 (-0.055) 1.97e-06 (0.018) 0.832 (0.061) 9.67e-05 (0.049) 3.19 (0.195) 6.68e-05 (0.084) 1.28 (0.100) 0.000285 (0.128) 0.609 (0.042) 0.000704 0.000251 (0.390)
x10 -0.0312 (-0.181) 3.81e-06 (0.038) 2.03 (0.162) 0.000226 (0.126) 7.57 (0.504) 0.000157 (0.214) 3.05 (0.260) 0.00057 (0.280) 4.37 (0.329) 0.000251 (0.390) 0.000591
" + ], + "text/plain": [ + "┌─────────────────────────────────────────────────────────────────────────┐\n", + "│ Migrad │\n", + "├──────────────────────────────────┬──────────────────────────────────────┤\n", + "│ FCN = -9.049e+07 │ Nfcn = 796 │\n", + "│ EDM = 0.00093 (Goal: 0.0001) │ │\n", + "├──────────────────────────────────┼──────────────────────────────────────┤\n", + "│ Valid Minimum │ No Parameters at limit │\n", + "├──────────────────────────────────┼──────────────────────────────────────┤\n", + "│ Below EDM threshold (goal x 10) │ Below call limit │\n", + "├───────────────┬──────────────────┼───────────┬─────────────┬────────────┤\n", + "│ Covariance │ Hesse ok │ Accurate │ Pos. def. │ Not forced │\n", + "└───────────────┴──────────────────┴───────────┴─────────────┴────────────┘\n", + "┌───┬──────┬───────────┬───────────┬────────────┬────────────┬─────────┬─────────┬───────┐\n", + "│ │ Name │ Value │ Hesse Err │ Minos Err- │ Minos Err+ │ Limit- │ Limit+ │ Fixed │\n", + "├───┼──────┼───────────┼───────────┼────────────┼────────────┼─────────┼─────────┼───────┤\n", + "│ 0 │ x0 │ 17.041e3 │ 0.007e3 │ │ │ │ │ │\n", + "│ 1 │ x1 │ -1.797 │ 0.004 │ │ │ │ │ │\n", + "│ 2 │ x2 │ 24.3e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 3 │ x3 │ 1.61187e3 │ 0.00007e3 │ │ │ │ │ │\n", + "│ 4 │ x4 │ 76.4e3 │ 0.6e3 │ │ │ │ │ │\n", + "│ 5 │ x5 │1.633376e3 │0.000030e3 │ │ │ │ │ │\n", + "│ 6 │ x6 │ 28.9e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 7 │ x7 │ 1.76417e3 │ 0.00008e3 │ │ │ │ │ │\n", + "│ 8 │ x8 │ 72.0e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 9 │ x9 │1.778556e3 │0.000027e3 │ │ │ │ │ │\n", + "│ 10│ x10 │ 2.348 │ 0.024 │ │ │ │ │ │\n", + "└───┴──────┴───────────┴───────────┴────────────┴────────────┴─────────┴─────────┴───────┘\n", + "┌─────┬───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐\n", + "│ │ x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 │\n", + "├─────┼───────────────────────────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ x0 │ 50.2 0.0131 -412 -0.0058 -712 -0.00677 -632 -0.0117 -736 -0.0103 -0.0312 │\n", + "│ x1 │ 0.0131 1.69e-05 0.255 -5.48e-06 0.223 -6.66e-07 -0.0593 5.37e-06 -0.08 1.97e-06 3.81e-06 │\n", + "│ x2 │ -412 0.255 2.64e+05 -4.68 3.43e+04 0.476 1.47e+04 1.76 1.89e+04 0.832 2.03 │\n", + "│ x3 │ -0.0058 -5.48e-06 -4.68 0.00545 2.68 6.14e-05 1.07 0.000222 1.58 9.67e-05 0.000226 │\n", + "│ x4 │ -712 0.223 3.43e+04 2.68 3.82e+05 0.687 4.31e+04 7.12 5.98e+04 3.19 7.57 │\n", + "│ x5 │ -0.00677 -6.66e-07 0.476 6.14e-05 0.687 0.000903 0.787 0.000152 1.14 6.68e-05 0.000157 │\n", + "│ x6 │ -632 -0.0593 1.47e+04 1.07 4.31e+04 0.787 2.33e+05 -4.58 2.75e+04 1.28 3.05 │\n", + "│ x7 │ -0.0117 5.37e-06 1.76 0.000222 7.12 0.000152 -4.58 0.00701 3.7 0.000285 0.00057 │\n", + "│ x8 │ -736 -0.08 1.89e+04 1.58 5.98e+04 1.14 2.75e+04 3.7 2.98e+05 0.609 4.37 │\n", + "│ x9 │ -0.0103 1.97e-06 0.832 9.67e-05 3.19 6.68e-05 1.28 0.000285 0.609 0.000704 0.000251 │\n", + "│ x10 │ -0.0312 3.81e-06 2.03 0.000226 7.57 0.000157 3.05 0.00057 4.37 0.000251 0.000591 │\n", + "└─────┴───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = instance.fit_energy_spectrum()\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "11022af2-f2d6-4f46-b262-0c7efc901e11", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax, _ = instance.plot_energy_spectrum()" + ] + }, + { + "cell_type": "markdown", + "id": "32039fa4-a4ee-446b-af46-02953de52739", + "metadata": {}, + "source": [ + "## Mask more" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "4075347b-a534-482d-b4cc-b3699f172f7b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ True, True, True, True, True, True, True, True, True,\n", + " True, True, True, True, True, True, True, True, True,\n", + " True, True, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, True, True, True, True, True, True,\n", + " True, True, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, True,\n", + " True, True, True, True, True, True, True, True, True])" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "instance.set_mask((1790.0, 1825.0) * u.keV, (1500.0, 1600.0) * u.keV, (1950.0, 2000.0) * u.keV)\n", + "instance.mask" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "7e043748-ba37-47e9-93a3-b05d6217df07", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Migrad
FCN = -5.934e+07 Nfcn = 749
EDM = 0.000125 (Goal: 0.0001)
Valid Minimum No Parameters at limit
Below EDM threshold (goal x 10) Below call limit
Covariance Hesse ok Accurate Pos. def. Not forced
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Name Value Hesse Error Minos Error- Minos Error+ Limit- Limit+ Fixed
0 x0 17.119e3 0.008e3
1 x1 -1.816 0.008
2 x2 22.6e3 0.6e3
3 x3 1.61187e3 0.00008e3
4 x4 74.1e3 0.6e3
5 x5 1.633359e3 0.000031e3
6 x6 27.6e3 0.5e3
7 x7 1.76412e3 0.00008e3
8 x8 70.5e3 0.5e3
9 x9 1.778525e3 0.000026e3
10 x10 2.262 0.025
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x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10
x0 71 0.0159 (0.237) -625 (-0.135) -0.00106 -1.02e+03 (-0.187) -0.00659 (-0.026) -877 (-0.214) -0.0042 (-0.006) -997 (-0.217) -0.0128 (-0.058) -0.0433 (-0.202)
x1 0.0159 (0.237) 6.35e-05 1.47 (0.336) -3.95e-05 (-0.065) 1.52 (0.294) -9.89e-07 (-0.004) 0.248 (0.064) 2.65e-05 (0.040) 0.223 (0.051) 1.67e-05 (0.081) 4.11e-05 (0.203)
x2 -625 (-0.135) 1.47 (0.336) 3.03e+05 -9.59 (-0.227) 6.97e+04 (0.196) 0.343 (0.020) 2.46e+04 (0.092) 1.78 (0.039) 2.79e+04 (0.093) 1.14 (0.079) 2.9 (0.208)
x3 -0.00106 -3.95e-05 (-0.065) -9.59 (-0.227) 0.00588 2.21 (0.045) 6.56e-05 (0.028) 0.92 (0.025) 0.000226 (0.036) 1.43 (0.034) 0.000108 (0.054) 0.000248 (0.127)
x4 -1.02e+03 (-0.187) 1.52 (0.294) 6.97e+04 (0.196) 2.21 (0.045) 4.18e+05 0.1 (0.005) 5.47e+04 (0.174) 6.79 (0.127) 6.89e+04 (0.196) 3.68 (0.219) 8.92 (0.544)
x5 -0.00659 (-0.026) -9.89e-07 (-0.004) 0.343 (0.020) 6.56e-05 (0.028) 0.1 (0.005) 0.000939 0.66 (0.044) 0.000118 (0.046) 0.916 (0.055) 5.92e-05 (0.074) 0.000139 (0.179)
x6 -877 (-0.214) 0.248 (0.064) 2.46e+04 (0.092) 0.92 (0.025) 5.47e+04 (0.174) 0.66 (0.044) 2.36e+05 -6.66 (-0.166) 3.06e+04 (0.116) 1.35 (0.107) 3.36 (0.273)
x7 -0.0042 (-0.006) 2.65e-05 (0.040) 1.78 (0.039) 0.000226 (0.036) 6.79 (0.127) 0.000118 (0.046) -6.66 (-0.166) 0.00686 3.06 (0.068) 0.000253 (0.117) 0.000524 (0.250)
x8 -997 (-0.217) 0.223 (0.051) 2.79e+04 (0.093) 1.43 (0.034) 6.89e+04 (0.196) 0.916 (0.055) 3.06e+04 (0.116) 3.06 (0.068) 2.97e+05 0.267 (0.019) 4.48 (0.324)
x9 -0.0128 (-0.058) 1.67e-05 (0.081) 1.14 (0.079) 0.000108 (0.054) 3.68 (0.219) 5.92e-05 (0.074) 1.35 (0.107) 0.000253 (0.117) 0.267 (0.019) 0.000676 0.000271 (0.411)
x10 -0.0433 (-0.202) 4.11e-05 (0.203) 2.9 (0.208) 0.000248 (0.127) 8.92 (0.544) 0.000139 (0.179) 3.36 (0.273) 0.000524 (0.250) 4.48 (0.324) 0.000271 (0.411) 0.000643
" + ], + "text/plain": [ + "┌─────────────────────────────────────────────────────────────────────────┐\n", + "│ Migrad │\n", + "├──────────────────────────────────┬──────────────────────────────────────┤\n", + "│ FCN = -5.934e+07 │ Nfcn = 749 │\n", + "│ EDM = 0.000125 (Goal: 0.0001) │ │\n", + "├──────────────────────────────────┼──────────────────────────────────────┤\n", + "│ Valid Minimum │ No Parameters at limit │\n", + "├──────────────────────────────────┼──────────────────────────────────────┤\n", + "│ Below EDM threshold (goal x 10) │ Below call limit │\n", + "├───────────────┬──────────────────┼───────────┬─────────────┬────────────┤\n", + "│ Covariance │ Hesse ok │ Accurate │ Pos. def. │ Not forced │\n", + "└───────────────┴──────────────────┴───────────┴─────────────┴────────────┘\n", + "┌───┬──────┬───────────┬───────────┬────────────┬────────────┬─────────┬─────────┬───────┐\n", + "│ │ Name │ Value │ Hesse Err │ Minos Err- │ Minos Err+ │ Limit- │ Limit+ │ Fixed │\n", + "├───┼──────┼───────────┼───────────┼────────────┼────────────┼─────────┼─────────┼───────┤\n", + "│ 0 │ x0 │ 17.119e3 │ 0.008e3 │ │ │ │ │ │\n", + "│ 1 │ x1 │ -1.816 │ 0.008 │ │ │ │ │ │\n", + "│ 2 │ x2 │ 22.6e3 │ 0.6e3 │ │ │ │ │ │\n", + "│ 3 │ x3 │ 1.61187e3 │ 0.00008e3 │ │ │ │ │ │\n", + "│ 4 │ x4 │ 74.1e3 │ 0.6e3 │ │ │ │ │ │\n", + "│ 5 │ x5 │1.633359e3 │0.000031e3 │ │ │ │ │ │\n", + "│ 6 │ x6 │ 27.6e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 7 │ x7 │ 1.76412e3 │ 0.00008e3 │ │ │ │ │ │\n", + "│ 8 │ x8 │ 70.5e3 │ 0.5e3 │ │ │ │ │ │\n", + "│ 9 │ x9 │1.778525e3 │0.000026e3 │ │ │ │ │ │\n", + "│ 10│ x10 │ 2.262 │ 0.025 │ │ │ │ │ │\n", + "└───┴──────┴───────────┴───────────┴────────────┴────────────┴─────────┴─────────┴───────┘\n", + "┌─────┬───────────────────────────────────────────────────────────────────────────────────────────────────────────────┐\n", + "│ │ x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 │\n", + "├─────┼───────────────────────────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ x0 │ 71 0.0159 -625 -0.00106 -1.02e+03 -0.00659 -877 -0.0042 -997 -0.0128 -0.0433 │\n", + "│ x1 │ 0.0159 6.35e-05 1.47 -3.95e-05 1.52 -9.89e-07 0.248 2.65e-05 0.223 1.67e-05 4.11e-05 │\n", + "│ x2 │ -625 1.47 3.03e+05 -9.59 6.97e+04 0.343 2.46e+04 1.78 2.79e+04 1.14 2.9 │\n", + "│ x3 │ -0.00106 -3.95e-05 -9.59 0.00588 2.21 6.56e-05 0.92 0.000226 1.43 0.000108 0.000248 │\n", + "│ x4 │ -1.02e+03 1.52 6.97e+04 2.21 4.18e+05 0.1 5.47e+04 6.79 6.89e+04 3.68 8.92 │\n", + "│ x5 │ -0.00659 -9.89e-07 0.343 6.56e-05 0.1 0.000939 0.66 0.000118 0.916 5.92e-05 0.000139 │\n", + "│ x6 │ -877 0.248 2.46e+04 0.92 5.47e+04 0.66 2.36e+05 -6.66 3.06e+04 1.35 3.36 │\n", + "│ x7 │ -0.0042 2.65e-05 1.78 0.000226 6.79 0.000118 -6.66 0.00686 3.06 0.000253 0.000524 │\n", + "│ x8 │ -997 0.223 2.79e+04 1.43 6.89e+04 0.916 3.06e+04 3.06 2.97e+05 0.267 4.48 │\n", + "│ x9 │ -0.0128 1.67e-05 1.14 0.000108 3.68 5.92e-05 1.35 0.000253 0.267 0.000676 0.000271 │\n", + "│ x10 │ -0.0433 4.11e-05 2.9 0.000248 8.92 0.000139 3.36 0.000524 4.48 0.000271 0.000643 │\n", + "└─────┴───────────────────────────────────────────────────────────────────────────────────────────────────────────────┘" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = instance.fit_energy_spectrum()\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "c3c6de9f-b5de-4756-98c0-320513ee247d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax, _ = instance.plot_energy_spectrum()" + ] + }, + { + "cell_type": "markdown", + "id": "db7c60a7-9147-4e68-a4ce-6156c28fb439", + "metadata": {}, + "source": [ + "# 3. Generate Background Histogram" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "07adbe4a-f756-4bf3-ba99-c7b5cc06486c", + "metadata": {}, + "outputs": [], + "source": [ + "source_range = (1805, 1812) * u.keV #counts estimation in Al26 line\n", + "\n", + "background_region_1 = (1650, 1750) * u.keV #background counts estimation before the line\n", + "background_region_2 = (1850, 1950) * u.keV #background counts estimation before the line" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "12f612fd-3660-4a13-98cf-f464b82416a3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The energy range [1650. 1750.] is modified to [1646.46464646, 1747.47474747]\n", + "The energy range [1850. 1950.] is modified to [1848.48484848, 1949.49494949]\n" + ] + } + ], + "source": [ + "bkg_model_histogram = instance.generate_bkg_model_histogram(source_range, [background_region_1, background_region_2])" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "d68eef77-f882-47ec-bbe7-181cc91b5041", + "metadata": {}, + "outputs": [], + "source": [ + "bkg_model_histogram.write('bkg_model_al26_line.hdf5', overwrite=True)" + ] + }, + { + "cell_type": "markdown", + "id": "51e35e85-d631-4b67-b8ea-645e8e251acc", + "metadata": {}, + "source": [ + "# 4. Compare the background model with the actual background data" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e34a0c0c-99a6-4361-b2e4-c3918f48a1f9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "binning data...\n", + "Time unit: s\n", + "Em unit: keV\n", + "Phi unit: deg\n", + "PsiChi unit: None\n", + "CPU times: user 9min 42s, sys: 43.6 s, total: 10min 26s\n", + "Wall time: 11min 21s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "bkg_histogram_in_Al26line = BinnedData(\"inputs_check_results.yaml\")\n", + "bkg_histogram_in_Al26line.get_binned_data(unbinned_data=path_to_bkg, make_binning_plots=False, \n", + " output_name='bkg_data_al26_line_for_comparison', show_plots=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "db44a462-add7-4aee-98cd-71c1feb87236", + "metadata": {}, + "outputs": [], + "source": [ + "bkg_histogram_in_Al26line = Histogram.open(\"bkg_data_al26_line_for_comparison.hdf5\")" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "0f26aa08-d8cf-48cc-92d7-7c2728f0e494", + "metadata": {}, + "outputs": [], + "source": [ + "bkg_model_histogram = bkg_model_histogram.todense()\n", + "bkg_histogram_in_Al26line = bkg_histogram_in_Al26line.todense()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "3f698ce6-94f4-4459-8ff4-e884180f3ab4", + "metadata": {}, + "outputs": [], + "source": [ + "bkg_model_histogram.clear_underflow_and_overflow()\n", + "bkg_histogram_in_Al26line.clear_underflow_and_overflow()" + ] + }, + { + "cell_type": "markdown", + "id": "5323e348-150f-4912-b8c2-e1fae0ed3283", + "metadata": {}, + "source": [ + "## Normalization" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "a457762d-b6e2-4e74-bb2f-0d446b70bcaa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "model: 121060.00652583277\n", + "data: 121530.0\n", + "difference: 0.3882318262282025 %\n" + ] + } + ], + "source": [ + "count_model = np.sum(bkg_model_histogram[:])\n", + "count_obs = np.sum(bkg_histogram_in_Al26line[:])\n", + "\n", + "print(\"model:\", count_model)\n", + "print(\"data:\", count_obs)\n", + "print(\"difference:\", (count_obs/count_model - 1)*1e2, \"%\")" + ] + }, + { + "cell_type": "markdown", + "id": "fa885517-7278-4ad8-b1b5-7cf0058359b2", + "metadata": {}, + "source": [ + "## Phi distritbuion" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "4ca57633-6302-4f05-af40-9d4c39042d17", + "metadata": {}, + "outputs": [], + "source": [ + "bkg_model_phi = bkg_model_histogram.project(\"Phi\").todense()\n", + "bkg_obs_phi = bkg_histogram_in_Al26line.project(\"Phi\").todense()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "083643c1-fbd0-4adb-9269-1809fce33e88", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-20.0, 20.0)" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(10, 8), sharex=True, gridspec_kw={'height_ratios': [3, 1, 1]})\n", + "\n", + "ax3.set_xlabel(r'$\\phi$ (deg.)')\n", + "\n", + "ax1.bar(bkg_model_phi.axis.centers, bkg_model_phi.contents, width = 3, alpha=0.5, label='Model')\n", + "#ax1.bar(bkg_obs_phi.axis.centers, bkg_obs_phi.contents, width = 3, alpha=0.5, label='Data', capsize=3, yerr = np.sqrt(bkg_obs_phi.contents))\n", + "ax1.errorbar(bkg_obs_phi.axis.centers, bkg_obs_phi.contents, color = 'black', label='Data', fmt='.', capsize=3, yerr = np.sqrt(bkg_obs_phi.contents))\n", + "ax1.set_ylabel('Counts')\n", + "ax1.legend(fontsize = 10)\n", + "ax1.grid()\n", + "ax1.set_yscale('log')\n", + "\n", + "# ratio\n", + "diff = bkg_obs_phi.contents / bkg_model_phi.contents - 1\n", + "diff_err = np.sqrt(bkg_obs_phi.contents) / bkg_model_phi.contents\n", + "ax2.errorbar(bkg_model_phi.axis.centers, diff, yerr=diff_err, fmt='.', capsize=3, color = 'black')\n", + "ax2.axhline(y = 0, color = 'grey', linestyle = '--')\n", + "ax2.grid()\n", + "ax2.set_ylabel('(Data / Model) - 1')\n", + "ax2.set_ylim(-1, 1)\n", + "\n", + "# chi\n", + "xi = (bkg_obs_phi.contents - bkg_model_phi.contents) / np.sqrt(bkg_obs_phi.contents)\n", + "ax3.plot(bkg_model_phi.axis.centers, xi, '.', color = 'black')\n", + "ax3.axhspan(-5, 5, color = 'grey', alpha = 0.25, label = r\"$\\pm 5 \\sigma$\")\n", + "ax3.set_ylabel(r\"$\\chi$\")\n", + "ax3.grid()\n", + "ax3.legend(fontsize = 10)\n", + "ax3.set_ylim(-20, 20)" + ] + }, + { + "cell_type": "markdown", + "id": "d6162e69-600b-4ec1-9332-ba28edf5e81b", + "metadata": {}, + "source": [ + "## PsiChi distritbuion" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "58baf778-4d37-44ec-807a-598d42d5ef6d", + "metadata": {}, + "outputs": [], + "source": [ + "bkg_model_psichi = bkg_model_histogram.project(\"PsiChi\")\n", + "bkg_obs_psichi = bkg_histogram_in_Al26line.project(\"PsiChi\")" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "0a176acb-fb29-4f60-b16c-a071ff9c31f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-10.0, 10.0)" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(10, 8), sharex=True, gridspec_kw={'height_ratios': [3, 1, 1]})\n", + "\n", + "ax3.set_xlabel(r'$\\psi \\xi$ (HEALPix index)')\n", + "\n", + "ax1.bar(bkg_model_psichi.axis.centers, bkg_model_psichi.contents, width = 1, alpha=0.5, label='Model')\n", + "#ax1.bar(bkg_obs_psichi.axis.centers, bkg_obs_psichi.contents, width = 3, alpha=0.5, label='Data')#, capsize=3, yerr = np.sqrt(bkg_obs_psichi.contents))\n", + "ax1.errorbar(bkg_obs_psichi.axis.centers, bkg_obs_psichi.contents, color = 'black', alpha=0.1, label='Data', fmt='.', capsize=3, yerr = np.sqrt(bkg_obs_psichi.contents))\n", + "ax1.set_ylabel('Counts')\n", + "ax1.legend(fontsize = 10)\n", + "ax1.grid()\n", + "#ax1.set_yscale('log')\n", + "\n", + "# ratio\n", + "diff = bkg_obs_psichi.contents / bkg_model_psichi.contents - 1\n", + "diff_err = np.sqrt(bkg_obs_psichi.contents) / bkg_model_psichi.contents\n", + "ax2.errorbar(bkg_model_psichi.axis.centers, diff, yerr=diff_err, fmt='.', capsize=3, color = 'black')\n", + "ax2.axhline(y = 0, color = 'grey', linestyle = '--')\n", + "ax2.grid()\n", + "ax2.set_ylabel('(Data / Model) - 1')\n", + "ax2.set_ylim(-1, 1)\n", + "\n", + "# chi\n", + "xi = (bkg_obs_psichi.contents - bkg_model_psichi.contents) / np.sqrt(bkg_obs_psichi.contents)\n", + "ax3.plot(bkg_model_psichi.axis.centers, xi, '.', color = 'black')\n", + "ax3.axhspan(-5, 5, color = 'grey', alpha = 0.25, label = r\"$\\pm 5 \\sigma$\")\n", + "ax3.set_ylabel(r\"$\\chi$\")\n", + "ax3.grid()\n", + "ax3.legend(fontsize = 10)\n", + "ax3.set_ylim(-10, 10)" + ] + }, + { + "cell_type": "markdown", + "id": "43da6ac4-21e1-4b7d-be4e-c7c6b4affa54", + "metadata": {}, + "source": [ + "### Rebinning" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "6deefd4d-c1bf-4826-bfbe-49c74a240273", + "metadata": {}, + "outputs": [], + "source": [ + "import healpy as hp" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "567343af-cc78-4cfb-a959-f6cd89b49289", + "metadata": {}, + "outputs": [], + "source": [ + "nside_out = 4\n", + "\n", + "bkg_model_psichi_rebinned = hp.ud_grade(bkg_model_psichi[:], nside_out, power = -2)\n", + "bkg_obs_psichi_rebinned = hp.ud_grade(bkg_obs_psichi[:], nside_out, power = -2)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "94a1ed8b-99c0-4a99-82ac-6ab633b35a65", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-10.0, 10.0)" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(10, 8), sharex=True, gridspec_kw={'height_ratios': [3, 1, 1]})\n", + "\n", + "ax3.set_xlabel(r'$\\psi \\xi$ (HEALPix index)')\n", + "\n", + "ax1.bar(np.arange(hp.nside2npix(nside_out)), bkg_model_psichi_rebinned, width = 1, alpha=0.5, label='Model')\n", + "#ax1.bar(np.arange(hp.nside2npix(nside_out)), bkg_obs_psichi_rebinned, width = 3, alpha=0.5, label='Data', capsize=3, yerr = np.sqrt(bkg_obs_psichi_rebinned))\n", + "ax1.errorbar(np.arange(hp.nside2npix(nside_out)), bkg_obs_psichi_rebinned, color = 'black', alpha=1, label='Data', fmt='.', capsize=3, yerr = np.sqrt(bkg_obs_psichi_rebinned))\n", + "ax1.set_ylabel('Counts')\n", + "ax1.legend(fontsize = 10)\n", + "ax1.grid()\n", + "#ax1.set_yscale('log')\n", + "\n", + "# ratio\n", + "diff = bkg_obs_psichi_rebinned / bkg_model_psichi_rebinned - 1\n", + "diff_err = np.sqrt(bkg_model_psichi_rebinned) / bkg_obs_psichi_rebinned\n", + "ax2.errorbar(np.arange(hp.nside2npix(nside_out)), diff, yerr=diff_err, fmt='.', capsize=3, color = 'black')\n", + "ax2.axhline(y = 0, color = 'grey', linestyle = '--')\n", + "ax2.grid()\n", + "ax2.set_ylabel('(Data / Model) - 1')\n", + "ax2.set_ylim(-0.3, 0.3)\n", + "\n", + "# chi\n", + "xi = (bkg_obs_psichi_rebinned - bkg_model_psichi_rebinned) / np.sqrt(bkg_obs_psichi_rebinned)\n", + "ax3.plot(np.arange(hp.nside2npix(nside_out)), xi, '.', color = 'black')\n", + "ax3.axhspan(-5, 5, color = 'grey', alpha = 0.25, label = r\"$\\pm 5 \\sigma$\")\n", + "ax3.set_ylabel(r\"$\\chi$\")\n", + "ax3.grid()\n", + "ax3.legend(fontsize = 10)\n", + "ax3.set_ylim(-10, 10)" + ] + }, + { + "cell_type": "markdown", + "id": "7c23a785-122b-4f5e-bf6f-43b361c2faf3", + "metadata": {}, + "source": [ + "As an future idea, applying the smoothing to the background model would be useful to mitigate the Poisson fluctutation in the backgroud model. Note that the smoothing also loses high-frequency information, so there should be optimized in some ways." + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "9b19e7a6-a984-4817-8c30-5f846a7c992d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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RSCRymRAjRJFIJBKJRCKRSOSyJQpRJBKJRCKRSCQSuWyJQhSJRCKRSCQSiUQuW6IQRSKRSCQSiUQikcuWKESRSCQSiUQikUjksiUKUSQSiUQikUgkErlsiUIUiUQikUgkEolELluiEEUikUgkEolEIpHLlihEkUgkEolEIpFI5LIlClEkEolEIpFIJBK5bMlc6C8QiUQikfpx66v+uObv2TQwU9P3Gz+wrqbv1/mZH9T0/QDgG4V/qPl7RiKRSGRtkCoWi8UL/SUikUgkYqceQhOi1sITotZCFKIewhQiClUkEomsXaIQRSKRyCrx6mvf5/39Qn9bTT7nzC2N3t83TqVE77P1X0Zr8XUwta/L+/v5Ln/2dna2NsNUISv7u5ey/t/3/M33a/BtgLP/+WXe3z/+x79ek8+JRCKRiJ8oRJFIJFIFIckJIZGgkOD4kMqPC6kUhaTHR0iIfEhlSSpDLkKS5EMiUCE5ChHlKRKJRJIThSgSiUQcVCs7NkiAqpEcH9UKkAsSo2rEx0U1QuSCRKlaEXJRjSD5IHmqVpBsRGmKRCIRO1GIIpHIZcv+3/lwxf/XKkVsqaOp4v9Pvra1Ju/b9+BSxf9PbVtZFydfm48CAGz/hzMV/z9xsL8m72sKUOfJxYr/n9xRG1lc6KmUodaB2g13wwdXvlfLYNr4/9p8XvNEoeL/J65oqMn7bvv8YMX/f/Xo6q9Xi0QikbVAFKJIJHJJYsqOD40ImbLjQitBpuy4sEmQSRIpMuXHhUaKpJEfU4hcaETJlCEXSSTJJkMmphy5t9N9vilHLjTSZIqRjyhNkUjkUiQKUSQSuWjRSI8NlwhJpcfEJUFS2bEhESAXLjGSyo8NlxBVk/YmFSIbLkmSCpENlyRJRMiFVJDsr7V/rlSOTFyypBEjG1GWIpHIxUoUokgksqapVnpsbLq3tmWl5zcmEygX1UiQSb61OgGyMXGwv6brfqoRIpPJHY1VyZCN1oFiVTJkUo0c2eh+Orlw2+h89FxN3w+IshSJRNY2UYgikcia4Ia3fbDi/6e3VTdpNJ/ydx2brer9JvZUhluaJqqbhGZmKl/fkKt82n/uQEvi9+44la/8/0ere/IPAMWp6Yr/H3rj3sTvtf6JymORb6udABaylefNyIHqqx/03z9X8f/P/kxyAd58b+V5OdNfGa1Z7Ez81gCAbV+bqPj/6V3tVb2fKb4b7x2q6v1ymyr/wLu/9f9W9X6RSCRSC6IQRSKRVcUUHxtSGZKs/9CIkCk9NqQiZAqPDVOCTDRSZErQit8rpcgUIBONEJkCZFJPITLRCpIpQyYaOTJlyMSUIxtSYTLFyIZGliQRQaksmVJkI4pSJBJZTaIQRSKRuiGRH45LhJIsfPeJkER8OC4JkkiPSUiCTFxSFBIg62s8UhQSIBOfEIUEyGQ1hcjEJ0ghGbLhEqSQDJlI5MjEJUsSOeL4RClJqqRLlCRixImSFIlE6kUUokgkUjVa8TEhEapFWWQSIa302CARSiI+HK0EmZAUJZEgk45HB9Xy44KkSCtAJrUSIq0MuRg5kE0kQyYkR1oZMkkiRxwSJa0Y2SBZqsUaMhIlrRiZRFGKRCLVEoUoEomoOPCbpSIHrQPVTfJn+0sTquaR6m5BLcMlSZjrrX5SnT8fjOl6Nvki/3xbafLKG4K2DFdTRa0ZQPVrlprGcwCA7OPPV/U+AJDfs7Xq9wCAE28sSeuOr8wDAJaqFJqRd5fErPt/VrduhpOdrU5Cc62l8zLflvxv4/KR6yydV+lc8u/UPFK6druenkr+JucZ21+SmWob1VIj3fazC1W9z8K60hf57j/9dnVfKBKJXFZEIYpEIk5Ifky0MkTyw9GKEImPSRIRyluy0LQSROJjwkWIo5UiEiGOVopIgkySSFEtJIgEyISEyEQrSCREnAspRyRDHK0YuSIxJEYmWlEiOeIkESUSIxOtKJEYcbSSRFJkEiUpEom4iEIUiUQAuOXHxCdDNvGxEZIhl/xwQiJkkx4bIRFyiY+JS4Q4ISmySZBJSIpcEmQSkqJaR4F8uISIE5IjmwzZqJUgheTIJkMmITmSpKW5xMgkJEo2MbIRkiWXGHFCkmSTIhs+UXJJkUmUpEgkAkQhikQuW6QCRNhESCpAhE2EJPLDsYmQVH44pghJxYcjkSATU4okEmRiSpFUgjg2IapnFMiHRIhMTEGSChGnXnIkkSETU46SrNGRyhHHFCWpGHFskiQRI45NkqRiRNgESSpGRBSkSOTyJApRJHIZoJUfk9aBglp+TJpHimr5MZnaXt06IZKgJPLDSSJCnJbhxUQixOk8qZcIG6nF6taCAckkiJNEiDhL2XQiIeLUMrWuGvJt6aoLFiQRI046l0yMTKq9TpayeikyaT+7oJYikyhJkcilTxSiSOQSY//vlOUn6cLrzd8YXf7vs69cn+g9up4ry096UX+bqVZ+AGD6fMCj78HkBQnanp1c/u+pfV1VfZ/MTHmSmbQIBC8nXmzUT5zNyWHzULJF7LNbykI3dEj/PbKT5cly++ny+ZFE9E7+ZPm7tOwbV78eAOaOrqv4/83f1sv7xO7yvu16NtnFN725uvO++5ny/uNRtJEDyZvJEtUWUgGSSVL34+VrcGJvR9Wfm7RAyeyG8oOUh//6NxK9RyQSWZtEIYpELnK4AHE0MsQFiCOVIS4/Fd9BKEK1lB8TjQxx+eHUUoQ4Uily9VTSCJHvKblUirgEcaRCxCWIw4WII5UjLkQcqRyZMsTRiBEXIo5UjmopQxzX+quLTZK4GHGkkuT6HI0gcSniREGKRC5uohBFIhcZLgHihGTIJUAcnwy5BKjiO3hkqFoBcskPJyRCLvnh1EuEOD4p8jWXJXxSJE0V8gmRS4I4PiFySRDHJUQcnxy5hIjjkyOfEHF8cuSSIY5PjOolQxxJ1b61IEk+QXJJEccnSBL5CgmSS4o4UZAikYuLKESRyBpHIkAcLkMS8bHBZUgiPxWfb4jQasgPxxQhifiYrIYIcbgUSSTIhEtRkvUSphBJJIhjCpFEgjgSIeKYciQRIo4pR1Ih4nA5ksiQCZej1ZAhTpJ+T9WKUq0lSSJGHC5JSdc2cVGSSBEnClIksraJQhSJrDG0AsTZ+i/JBIg4+8r1agHipBeLVQmQVn44fQ8uJZIfzmqLEDHXm0kkQkSxMV31wvFqFsAPHUqrJYijFSJO58l5tRDVks3fzicSIqLr2VxVQqSVIU7VjXAvoCQVsim1FHEm9nbUpOhDUqIgRSJriyhEkcgF5shtfwgAGLhBXzu6caJ8+W68byzR5w/cWooGdZzSi9DYVeWJHP8uUqZ2lf6dSrD+vHWwPJnpv6e6SFjHqeRFF0b2l58U9z2g/0Oo3HLrGf3Elkdy0rlkt/KFrtL3z87qJ6f8M0f26yf1JELTW1MV/6+BVy48e4v+O9C5V0w4uW07Xd2kevF8deqWQf3fXo0MAUD2hZJQFDpK59FidzKxfP415Z3XdkYvWZnzleQaJ/X7YP13yuXjl/q71a9fam8EkKz8PVBd1AgAFnpK58/jf/zriT4/EonUhihEkcgqQwLE0ciQTTw0MkQCxJHKEBcg3/dxQQLEkcoQFyBCKkKu9VC1EiGOVIpsTTmlUmRLaZMKEQmQiUaIbJ8lFSKb9JAQhbazYSvlrhEj1/knFaRqhGjR0qpHKka1kiEOiZGJVJS4GBFSQcpYymtrBImLESEVJJIijkaQbGuONHJEUsSJghSJrC5RiCKRVcAmQRyfEIWEwydDNvkx8cmQTYA4vu9mkx+OT4Rs8sMJiVCoOl41IgS4ZQgIC5FNhDg+KQqt7fFJkUuEOD4pCgmXT4hCcmMTIunrQ72tfHIkkXGfGNVahjghMapGiGwyxHGJERESJJsYcXySZBMjjk+SbFLE8QmSTYpMfJJUTSEGmxBxohxFIvUnClEkUgdCAsQxZUgTcTFlSCJAHFOGQgLEMb9nSIA45kQ0JEAcU4Y0fZLqKUIcmxSFRIiwCZG0yIFNWiQiRJhCpEnDM4VIk/4WEiLf+2qa/ZpypEnVtIlRPYWIsIlRPWWICEmRiSlJISnimIIUkiKOKUghKeKYgiSRIo4pSNWU7w5JEScKUiRSe6IQRSI1QiNBBMlQkvU3JENaCSI6TuVVAsRpnCiqBIigCahGgAgSoSSNYldLhDgkRVIR4rSemVdXeiPSuaJKgjgkREnWI5EQJVkHpBEigj5HI0QEiVGStWtASY5WQ4Y4JEarIUMmWjkCyoKkESOCBEkjRkTjZFElRZyl/m61FBEkR0mavpIcaaSIiHIUidSGKESRSBW84vAHVM0xibneRsz1JKvw1DJSwEx/sgkvUKpqNXJAP0lpP1XAyIuSTQJ7HiliPuHf2zawhKlt+r93sRNoO11E80TySlbtx6dx8vXJKs/t/Nxooqp16VwxcfWrluHFxIvDgVIp49mtberXTVyRQfNIsqFk7Bog31JEy2Cy86P3R8msZmxfFvPrkw9/7aeTV+bLtwKFBM8imkeKWH80mRCd/MlmXHnnUKLXAsCT7+nBlm+m0H58Wv3a4UOdmNiTbF9f+ZkpDB9KYJAA1h+dR+Mzg+rXFbo7ke/RF7khTt/agt4fJ6vW2Ty0gBdu1l+D3U/l8d1/+u1EnxmJRKIQRSIqXnH4AxX/r5Ghud7yk0eNDLWMVE7oNTJkawQplaH2U5Wfq5GhnkcqbysaGWobKD9h1YiQ+dS9jUUqtFJkTvo0UrTzc+WUPo0QmVEZzWS7ZXhx+b+1QmSWLtYI0cQV5Vm9RojGrqn8/3yLkQankKNqhIijlaP20+X/1hyrfGvl/2vEiO9jjRiZZcm1YvTke3qW/3vLNyv/Vo0gcbHRCNKVn5lyvk8Icz9JBanQvfIzNJJ0+tbKbTWCxPuCaeSo+6nKz4iCFInIiUIUiQQwJYiQyBCXoIqfBwTBlCAiJEM2ASIkImRK0PJrAzJkChAhESEuQJyQDLnSjtocKVsSKfJN7kJSxEWIE5IiV3qaZJLNRYgTkiJf/5aQEHEJMglJkSlChClEREiMksoQsFKIOCE54jLEkRwzU4iWXxsQI9e+DYmRr0eTRIy4DHFMMSJCguSSGYkgmWIUek/CtY8kcmQTIyIkSKYUESE5MhslExI5MqWIiHIUifiJQhSJWHBJEMcmRC4BqtjGIQkuCSJcMuSTIMIlQy4BqnitRYZcAsRxyZBLgAiXCIXWXbhEiOOTotBEziVELhHi2KRIsk7HNcF2iRDhEiJJI0uXEPlEiLBN2l0SxHEJEccmR/USIsIlRi4hIlzHzSVDFa+17GZJ9M016Q81rXVJkUuETFxiRLiuq5DEuATJJUWh95ZE1FyC5JMiwiVHLikiXHLkkiKOTZBcQsSJchSJrCQKUSRyHokEEVyGJBK0vC2ThJAAcbgMSQSIsImQRIKWX89kSCJBBJehkABxuAxpFp5LZIjDxUiT8sOlSCJCBBciTcECc2IdEiEOlyKJCHG4FElEiOATd4kIERIhIrgY1SpdLgQXo5AMcczjJxGi5dey3a5JR+QT/5AMcbgYSWWICEkRh19vmtQ3LkgSKbJ9hibN0CZHEjEiuCCFpIjDBUkiRQSXI4kUEVGOIpESyVaxRiKRSCQSiUQikcglQIwQRS5rNFEhotiYVkWFiLmetCoqRMz0N6iiQsTIgawqGlTx2helVBEhYr4nrYoIEVPbGhKVItZGhjgbfpysBPHJ13epokPE1L6uROWsC9mUKjJETO5oVkeGiNmtbarIENE8UlRFhghNhIhoGUyvWoSImF9fVEWIiEI2pYoOLb8uo4sOEeuPzquiQ5xcZ/IS9ZpIEdF+fDpRFbmJPUVVpIgYPtSZuFJf4zODqigRke9pUUWJiN4f51VRIuKFm9tUUSIiRosilzNRiCKXHXv+24cAADv+ZVb1uuGDpZSEJBP+JIztbUg04ZvenEE2Qf8OABi8Eej7ge41lBZkNvUMkWstBagnd+kmUY3n5/hdz5UGfF8HeBftZ0uvbR7SnQOL3c1oGphRf97wDd1oPac/bwYPNWD7XfrJ2+i+ZvQ+qJeh5/5tabLXouwTRcdi4CbdsWiYK33OuqdL587gjaqXL5+rTeO6fZudLX3foev1k9SND89hdJ9eNrqeXcTw9U3q1yWVolQemNyje03nsdK/Rw7qz9WNPygd+9n+0jHtek73HgM3nn/dMd25l28tbb/pOxOq103s7UD7Wb1sAMDYlc3ovX8svKHBQn8bXjisPwc23beAzIxOcLLPDwMApg5tVb2O7uff++xvqV4XiVzsRCGKXBaQBBFSGSIJIuotQ2N7KyeUEiGa3lz5JF8jQ+YEVCpD5toIqQyRBBFSGWo05vY0ASckUkQSxJEKETWZJKRSNHxDd8X/S6Vo8FDl3yOVInOiLpUiEiFCKkTmcZAKEYkQQUJESMXIPF+lYkRCREjFaOPDcxX/LxWjrmcrI3xSMTILLEjFKGWc6lIxIiHiSOSIZIggKSKkckRStPw6oRyRFBFSOZrY21Hx/xpBGrvSuNYEgrTQXzmeSOVo032V30sqRyRFhFSOzPt7lKPI5UAUosgliylBHJ8QmRJE1EOGTAHi+GTIlCBCIkOuyaZPhnzlhH0yZAoQERIhU4AIcwJOhITIJkNESIpMGSJ8UmSKEMcnRaYIESEhck3MfUJkSpCJT4pcxyEkRKYIEaYQESExcp2zPjEyZcjEJ0emEBEhMTKFiPCJka8Mt0+MTBkiQlJkkyEiJEWmEBGmGBEhQTLFaPl1HkEypYjjEyRTigiJHJlSRPjkyJQijk+QTCkiQnJkShHhkyPf/T7KUeRSJQpR5JLBJ0Acmwy5JIhTKyHySRBhkyGXBBE2GUr6pB2Q9VSxyZBLggibDLkEiOOahBM2KfKJEMcmRS4RIlxC5JMhwC5ELhHi2KQoNBG3CVFIhAibEIWOgU2IXBLEcQkRx3YuhyKaNjEKCRFhEyOXEBG24+GSIY5NjJL2JXIJEWETI58McWxi5JIhwiVFHJsguaRo+TUWOfJJEWGTI5cUmdgkySVFhE2OfFJE2OTIJUWETY5cQsSxyZG02XAUpMilQhSiyEWPVISAShmSSBBRrQxJJIjgMhSSIILLUNJ1GIB8EOQiFBIgDpchiQQB4Uk4h0uRVIYIkqKQCHG4FIVEiENSJBEhgguRZg0LSZFUhAguRJpjQFIkESFCIkQEnd+atW5cjKRCRJAYhWSIw4+PRIgIEqOQDHG4GIVkiENiJJUhgktRSIY4EjECKuUoJEUVr2OCJBEjoFKOpFJEcDkKSRHB5UgiRQSXo5AUEVyOJFJEcDmSjgdAFKPIxU8UoshFiUaCOK3KxeJAchnSSBDR+6OcWIKI7GxRLUHLn/eQfn9kZwsqCSLme/SfpZmIE+nFZLe05qFZlQwRkzv0FQdbzy2pZAgoCVGSxfxTu9QvAVASoiT7f/jF+up0GiGqhqbxJbUQVcPovmaVEAElKdIIEdEyqD/vJ/fohYhoSFDgTypFnLmN+nOj61hKLEWc1oFk52H72QWxFBG994+ppKgaMjN5lRQREzdtS/R5UY4iFyNRiCIXDTs+/icAgMZB/Wxhy7cXMbZPV92HyuRqqiWN7C9NctPKyUL76SKWlJWAF3pSmNmiH8Dpybrm6d/4+afJ65STp8ldKXEkiMhOlm5JG+8dwvTVugaRmZnSsSpkdcI2fF1p5/c9oKs6NbavCQ1zulto9zOlSM/zr5BPoPoeLP1dvEFvCCrxPnRIL6+7Pz2Gmd26iFL7kyMAgONv6RO/Zus9pagLTSY1BUEWO0vnb+Okbv/P9qdV0R7i7OFSpGjzffpIkUaKztxSEuyMIsIGlCKu2nNxamfp3x0nVC9bjr7O9Wof3hSQmSmdl7am0T4ys8DUTt39ru2M/txPKkVA6ZzUROkAINeZQs9juvvO4rrSfm8cl38YPbjp++pJ1WehMYuJg/261wBYOj++3P93v6l+bSRyIYhCFFnzkAgRUiHa8u3KSYhEiMxeIRIZIgkipDLUznroSGVowYiySIXITC+SyNC4sdZAIkPm+iCpDGXZpHbjvUMVv5NKEckQoBMikiFCIkXmuSSZiJIIERIhIhEipELE+11phGj3pyvXO0ikiESIkAgRiRBhPl2XiBEJESERo9n+yn2hESMSIkAuRWZETyJGJESERIzM60xyPpIMERop4umoUiky1xuSGAFyOcoYS/0kgrSaUmSek1I5yrHXSeWIpIiQyJEZzRbJUWPlsZHK0ZIxxkQxiqx1ohBF1iSmBBE+GTIFiOOTIVfDxJAMmSIEhGWo3dFI1CdEpgQRPhlKWjHOlCDCJ0OuinE+Gco6Jq+mDBE+KeIixAlJkSlChE+IXOdRaAJqyhAQFiJThgifFLka/4akyBSh5c/yCJEpQoRPiEwRIlzpRj4xMiefhE+MTCEiQmLEZYjjEyNXemNIikwhAsJS5LrWfOelKURESIxca/N8YuSqRMmliOMTJFOKCJ8cXUgpInxylHO8JiRHphQBYTFypfh65ajRfTx8gmRKERHlKLIWiUIUWVO4RIiwCZFPhAjbRDbUOd4mRDYJ4tiEyCVBhE2GXBJE2GRIssjcJkMuCSJsMpSkbLZLggiXDBE2KXLJEOGSIpcMETYpCkUYbZNPmwhxbFLkEiHCJkQuESJsQuSSoIrPsgiRS4QImxC5RIgIrb+wiZFr4knYxMglRBybHLmEiLCJUZJS3DYZ4tjEKBSFtZ2XLhkiXFIUKlRik6JQjzKXFBE2OXJJEWGTo7UgRYRNjlxSRNjkyCZEHJschdY8WsXII0SETYxcQkREMYqsJaIQRS44IQkiuAxJJIjgE9mQBBFchkISRHAZCkkQwWUoJEEElyFNpS0uQyEJIrgMJWmiGpIgIiRDBJeikAwBK4UoJEIEFyLp2jM+8QyJEMGFKCRCBBeikAgRXIgkIrT8WUyIQiJEcCEKiRAhXZDOxSg06SS4GEmEiOBiFBIigotRkqatISEiuBhJ01L5+RkSIsAuRZLKjVyKpA2bQ1JEcDkKSRHB5WgtSRHB5SgkRQSXo5AUEVyOpIVgKuRIIEUEl6OQFBFRjiIXmihEkQuGVISIxsGMSoSIsX1NYhECSjIklSAinZNLELGUlUsQMbOloJIgopBNiSWIWHdMLkFE46RcggC5CBHTV/eIRIhTyKbFIsTpe2BBXYijYa4oliHi+Vc0i2WImOlvEMsQUBIijQgtf87uTrEIEcff0icWIUJboSs7WxRPOInGyaJKiIiND8+JhQgoSZG2GmDXs4tiGSIyc/qCJQ1zRZEMmXSc0Jexn+vNiIWIkIoRUJIjqRQRUzsLa1KKiFReLkVEz2MLYikiGsfzquqYfV89qRIiYuJgv1iIiChGkQtFFKLIqvKyN/8ZzrxKN7hc8wdnMHf1JvVnzWxuVJd5TSJDm+5bwMxm+eAydOMS2k/oBrD2U/oBebEzhWl3M3Inxayuh0zncX2FvLm+0mRu09cHVa87eUefuhJcUiHqfnpJVdWt++gCGnK643TuQAs6TukmmrMbGtA8ofucXGsa6x/WCdHwDd1qYU0iQ8+8owGdjzWqRBpIJkWLXSl1BcjsZBFzfbrPSSJFbQP6Uuy9jxRU5+hsX7Lhvu/BJXU5++Hrsuh+Wif6Q4fS6Dyml698W1q1H5pHConkuOPUknqC3zKcw8RunezO9utkNzNbVD0gAfRSBJSuufU/eEH1GgCY2bcRC+t053bHiTncdd971Z8ViSQlClFkVXjZm/9s+b+lQnTNH5xZ/m+JEJlSkqQRoFSGeHM8qQwN3Vj+HIkQJZUgQiNDReYLEhnqPK6vkMcnlXywl0rRyTvKqVgSKeLpchoh4pM46SSr+2j5+0il6NyBctRBIkW86axUiHi/KI0Q8SazEilKkib3zDvKf0/nY+VrSCpG2vS5xa7yNhop4t9HKkba1Dne60wqRb2PlM8B6XlajRAREjHi15tUinhaJ++NJJWjfFv59ZL90cwEQiNHHafKf49UjlqGyyecRI742CUVowy7HqRylCSNzlzPJxGkmX0bl/9bKkYdJ8rXUBSjyGoQhShSV7gIET4h4hJEhGTIJSQhIdIWTbB1CA/JEJcgwidD1UoQIZGhosURfDLEJYgIyZBtAmkb4H1SxEWICAmRrZiCRIpskzff5IqLEBESIi5CREiIuAwRPimyNc6VCBEXIcInREkKKHARIrgQESEx0hZa4EJESMTI9j18YpSkwIKt+XNIjLgQEb5ztRYyRISkyHat+cTIVvTD1jA2JEdcigjfPmm2iINEjrgUESE54lJE+OTINn6F5ChjuSZ8cpSk6IKr8mNIjLgUET454kJERDGK1JMoRJGaY5MgwiVDNhEiXELkkxGXDPlKabtkyCZCvs+3SRDhkiGtCPkmfj4ZskkQYZMhmwQRLhnyTRZ9A7pNimwyRLikyFdu2yVFvsmaa0JlkyHCJkU2ESJcQmQTIcIlRDYZAvxCZBMhwiVErvLaLiGyiRBhEyLCJUauiZnr2rAJEeETI9fnu87zJKW4bUJE2MTIJkOE63zVClFoXZtLinwPHmzXma8kvE2KCJcc2aSIsO0bmxQRPjmySRFhkyObEBEuMfI91HPdS21SBLjFyFem2yVHvnL4LjGyCRHhEiObFBFRjiK1JgpRpGb4RIgwhcgnQsBKGZKmp5kDibankEuCfN/FJ0LAShmqpQQRpgz5BIjDZcgnQYQpQ5JUotDTTVOIfDJEmFKUpPeQJKWHT6R8IkSYQuSTIYJLkU+ECFOIXCLE4VLkkyCOKUTaxqs+ESJ8QkRwMUnSuNUnRBwuR5L0PfPclzRt5WLkkyHClCKfEBH8nE0SHZIU+jClKEkUNtQjyydFhClHPiki+P7xSRHHFCSfFBFcjnxSRJhyFMp0MO+rLiHimHKk7V0kuf6AlXLkkyJgpRj5hIiIYhSpFVGIIlUjESHizKsKQQnikBAlEaGQBHFIiCQixL9PSII47ScyNUuJs0EyJJUggmRIIkJAWYY0C82lefAkRRIZAspCFBIhE5q4Sdc30ORJIkNEQ64gEiGChEgiQ0BZiCQiRJAQSWUIKAuRRISIrffMiUSIkAgRkZ0siidkQPn6kQoRUJYiTaEHuh4kQgSUpUgiRMTgoQaRDBF03tY6OmRCYiRdq0fXXUiGCIkUESRHEikCyvtIKkUEyZFEioCyGEmkiJjYrSsMRPdZiRQBZTEKCRGHy5FWjEJCxFlY1yASIiKKUaRaohBFEqMRIQDo+v4p1fYTN21TTfYAed8LjmYwAIDjP6OrlgMA/ffq/g5t9aypXarNl+l+Qrf99FZ9GW4tiyt7gXrp/ZGybBjkkyWO9jxJUrJbS4PyT9dWAwSAGeUxB4D5Hbry+BohApKVQZ7epj/mTSO6Y6ItuQ4AC+t0B8XWXNnH8Iv0f7dWiABgZL+ucmauU3++a8QIkBcfIbQV5IiGnO5v0d5LXjisu5cAQOuA7jvZGgWHmOvVnbuj16Sw6Xu6v71xXPe9ohhFkhKFKKLm5a8r9Q/SPoHb/E8nRNtP3LQNgPzJN03ytINf65nS5CXfJhvIKZVh9EWyyYJWgujJoaZE6/qjpb/h5E/KS/xuvas0wGhKhQNyGZrdWhrwKEVQ0ytkZmsR2Un5pKRlsHT7klaiOntL+VhvfFBXqa3trHxgnuvNYr5HfvzHry+9d899sgkG/b28CaYP6ifVpuyVNdeXQkEx56FJ2OgNMlNbf3/pzal5qrTaF0VwNE/1G3JFTFyhe5ix2FH6XrYmpTaohwxv6urj9K2lCGLvj+WTxI5HBysaX4agNGXe2Nr7/idK/249J5eiqW2l99Y8zGgeKaoe5NDDG4qYSGWVjok0kkP7q/9b8nOl6+kpAMD0rnbxa87eXPpeO78ku1bofi3tDacVIhrXdv1fnQxTxEgaLRq9pvT9pWJE97iuY7KBZPSaUtPBh//6N0TbRyJEFKKIGBIhQJ+jLZEhEiEiJETm026JEJEEESEZMuVEIkNJRcj1mSYkQYREhkiCiHrIEIkQsHK9VEiKZrZW3oYkUkQyBMiEiMsQEZIi8xwMSZH5xDQkRSRChESI+N8qESI+gZIKkZkOGZIic/IVEiISIaLRSE0LiZFZBCEkRuYTfKkYkRABMiniTTUlUkRCRITEqOPRynV2ITEy12yGpMj2N0rEiIQIkElRsyEzITEyI9k8jUwiRmaz05AcmftNIkckRURIjkiICIkY8fu2RIySShEhkSPt+iISIkIiRvw+JxEjkiIgilFEThSiiBcuQRxtJR+fEJkiBPhlyJb2E5IhU4QAvwy5pMQlRNVKUOhzTQkifDJkShBRSxniEkS4Kum5pMiUIcIlRVyEKj7XI0U2GQL8QmQ7B31CZEsf8QmRKUOAX4hcf59LilwTJp8UudaFuYTINeHyCZEpQ8BKIQL8UuSqCucSI1dKk0+MuAxxXGJkTroJnxiZQgT4pcgUIsAvRbaqnj4pcv1tPiniMsRxiZEpQ8vv45AiV1qvbW2NT45sx8cnRq6KqD45MqWIcMmRKUWES45c927Xta4VIsA+xoXEyFaNzidGphQBfjGy3eN8YsSFiBPlKOIjClHEikuECFOIQo3wbEJkEyHCNhn1rX9wCZFNhAibEPmiM7aBolYi5PpslwgBdhlySRBRCxmySRDh67FkEyKXDBGmFLlkaPnzDWlwiRDHlKJQZNKUolAevU2KbDJE2KTIJ3u2yYLv6bFLiHxFMmxC5Jts2YTIJkKETYgImxj5ymTbpMi3xsMlRS4hAuzi4BIiwC5FNhkibFJkkyGOKUahBtimGEkiYKYYuWSIMKXIJUPL72eRIt86R1/BAZsc+Y6RTY5C+9AmRy4pAuxi5JIiwC5Gvnu47bqvNkrEcYmRr3eRTYxsQkTYxCgUCTflyCVERBSjiI0oRJEKQiIE6DuCcxnySRDBJ6SSReBchnwCxOEyJFmzwweJWkqQ7Tv4JIjgMhSSIKIaGfJJEOGTIYJLUUiGgEohCskQUCkOEhkCKoVIsm6NC5FkUTEXIp8IEVyIJKmAfLIgSaMxhUhSLZALkWSCxYXIJ0KET4gILkaShqpcjCSL3k0x8gkRwSXCN9kmuBj5hIjgYhQSIqBSikKTeaBSiqTrpLgUhYQIqJSikBABlVIkKfoiqcLG5UhynLgcSfYjUClHPikiuBz5pIjgciS5l/N7QS2liMMFKdTQFaiUI58UEVyOJOnBXIxCUgREMYpUEoUoAkAmQkS+LS0SIWLzP50QiRCRa02rqmE1TxTEIkTk2zKq4gWjL1qqiwgRE7sbRSIElGVIKkJAchmSiBAgkyEiMyuTISI7mRLJ0PJ3OZsXyxCx8cGCqqJh29lFcYUlEiKJDAFlIZIWiqCJgnSxddvpoqpkOlASIs2kavSGnEiECIkQEbP9aZEQEc0jBXUVsIkrGkRCBJRFQjLRBspSJBEioCxFEiECSlIkncQDJSmSyhDRem5JJEPEYqdMhoipXboKmNLS1CRG0mNFYqTZnyRGEikCSmIkESJi55dyqvv55K5U3YSI2PV/l0RCRGRniyIhIjZ9Ly8uIAOUxEgiREQUowgQheiy5zUb/wNmX3KFeHutDG14bA5zvfIb5XyXTjrWP6EoYXaekWvlN0pAN1kbeVFKJSqTOxpVpXrPHm5Z0YzUh1aEAF1vJQDY8s2UqnrX3MYC0nn5YKgttTu5R7c9oJt8NU0sqeSpkE1h6Fb5DH7X/y6q+iplZ/PiyTUgi66YaCazSdBcY0C4WIWJptcPoSlX3TyqE8yOU0srmkF7338E2PzP8v5tz719C+a3yA90z/26BwgAsNSi+5vTCiltGdE9oFjsTCGvu60nug4mr5a/aMvX02g/Pi3e/uTru7CwXi5e6x9Nqcru5+W3CAB6KQKAnod0VRyndsq3bT8NZORtiZDOFZFrlZ+jreeW8N1/+m35B0QuOaIQXaa8ZuN/WP5viRBRmpxUhjY8VrpzSWWI+j9Ib2A0GPc+NCPafmJPebSUDAzU60Na1nfkRaXtpTJET9OkMnT2cOlLS2Ro8KXlnhXtwqpi8z2l7z+5RxaVoIGP0hWlQjS3sbS9VIhaBkvbSRtkFs/P66TlfPMt5fftfUiQejNRmiRIJ2t0HkmFaNf/Lp5/nez9s7Ol4yURIj6ZKAjnv9RAc04oIHQeSQWKnuzTE2ypGGmFqOvZ0v6Xtgrgx3dcINhJhAiAWIqaR0r/lkrRc2/fAgAiKWqYLH+HdU/K/g66zqQ9kagxbPtp0ebLDUOl1xn1baPjPHJAFp2kKKD0+PGxY3ZneN9u+Xrp+0vF6OTruwBALEbrHy19b6kYUbqvJDui98FyE7mnfqlN9P5aIaLvLbnGgPL5IxUjknDJvIKngkYxujyJQnQZopEhbfEEEiEiJERmIzzfjct8IimRIS5CQFiGzAE+JEQkQoRPiMyUgpAMkQQRIRniIgTIZIgmsIRPiMzBzixkEZIikiEiJEUkQ4RPiorGBF8iRFyGgLAQkQwRocmaeS75pIhEqPxa/3uTCBEhITInEBIhIhkifFJknkchITJTnMyUnpAYaYSIJsmERIrMYxuasCUVIsInRiRDREiKSIaIkBRxIQJkUmRebz4xIhkiQlLUMqIrcmI2sTaPt0+OzLRIyXE0x5CQGJEUESE5IikifHJEQkSExMgsCBMSIy5FgEyMNFJkft/QdWaeOyExMqOSITGKUnR5E4XoMoKLEOESItekwSVEpggRLiGydQR33axcqRk+ITJFiHAJkW1Ad8mQKUGES4ZcudUuITJFCHDLkClBhE+GzMkr4ZIh2wDnqurnkiJThgiXFJkyBLiFyJycET4pMmWIcEmRKUOAe6Lmmhy6hMiUofL72N/flCHALUSuCYNPiEwRIlxCZDufXELkWuvhWuPgEqNqhIjwiZHr2LombBohcpV6dkmRKUSES4xMIQLcUmTKEOGTItf15jrvTSEC3FJkyhDhOh6mDBG2Y+4SI9daMd8xdY0jLjkypQhwi5EpRIRLjEwpIlxyZGsd4BIjU4gInxgljRJxXNeZ67xx3edcaZquuYatvHwUo8uHKESXATYRIkwhCj09NYXIJUKAXYZsIkSYNylfjrpNhlwSRNgGMd+TTVOIXCIE2GXIt8jUlCGbBHFMIXKJEOCWIZcIAStlyDeohXo+mVLkkiHALkQ2GSJMKXJNzgC7ELlEiDCFyCZCHHOi5jufbELkkqHSe1W+t02EOKYU+Z6euoTIJUPASiHynU82IfItfPct+rZJUS2ECHDf73xRCXOyVm10iGOTIpcQASulyCZDHFOMXEIEuKXId82Z579Nhgjb5NYlRMDKY+KSIcJ33E058hXQcB1fX7aBKUY2IeKYcuSSIsAuRi4pAlYKh6+Xmk2MXFJE2OSomigRxyZGvgijec8LrVsz5xy+fltRjC59ohBdwvhEiOBCpJEhnwgRXIh8IgRU3pgki3W5EIVEiKABTJL3zmXIJ0IECZGk0g6XoZAIAZUy5BMhoFKGfBNWDpeh0EAWkiGgUoh8MkRwKfLJEFApRL6JGcGlKCRDBElRSIaAykma5LwiKfKJUPn9yu8dkiGgUohCqSSmEPlEiOBCFDq3uBBJKoBJqmBxMaqVEBHmvS+UpsUnarUUIoLEyCdDBJeikBABZSnyyRCHi5HkmuPXgU+IgMrJrU+GCH5cQkIEhI89FyNpVUF+vEMp2FyMQlIEVIqRT4oIkiOfEBFcPHxSRJAchYSI4GJUiygRh19vknVo/P6nkSKfEBFRjC5d9KVlImseiQgBZRmSLjQGZCLECYlQxbbKqkVSEQJKA5d0ATAhESGgJEOakqOATISAkgyFJMhEKkJASYa0g1eIrueWMHFFg0iGOCEZAkrlcrOTRdHEjCOVIUIiQxzNuSWRIY5EhghNFSZCIkOE5twC5OWQJSx2ptTV6KRkZgqq++C685UPpYvBtfQ8Lq9Cd/Z1W1QV6JrPZFUV6MavLoqLLQClCWghmwrKEABMb5UXWgCA7Gyp+pxEhiT0PFbeDyMHsiIpml8vL8TQeqIsXGdelQtKEfUmkhZhaBotvd/otYWgFFErC2kBhq5nS9I0fKhTJEVX/U3pIaW0AIMG7fVGoiq5H1JvpFxrCrMbGoJS9BNv+lMAUYwuRWKE6BLiuv/4IfR97mnx9pO3XinedimbQvtZebnn6c3ySXyuNaWSIe2kaPhgEV3HZJMdTX8cQFcSOveGceQf6Fa9v5R0Xl9GVlq5DSiJiOTJNrGUTWH4oPy7tJ2RT0andhbQ/YTsfBk9mEdqTid8W78pF7mBmxpUJbslT2YJbUn2gRvkdXXbT+l784ztle/HzFxlQ84Qmj4pvQ9OYvCm8NNzQhIh4owcyKq+j0YSWwd0+13T4iCdK6oENNehe2Cx9e4lTG2XPYmY2gWkFLu99xH5dxnb24BGWdACQOk87P2R/Mu88DLd05beRwqqa0PzAGKuJ606pmbTZR8zW1PYdJ9sTB++vglb7p4QvzcAnHux/AagKR8O6EqIL3al0H5Kfn5lZ+Xbzm5oiD2MLiGiEF0CXPcfP7T83xIhGnrjXgCy9CeK8EhlKDNSeiQzfmBdcFsKVWsjQ1IhGj5Y2k4iQ1oRWtpSmqh239Mc3Db3hnEAEMtQ4fyTPIngpPPybTlSGTIbGEqkiM4ZqRBpZQiASIhGD5Z2jkaItn+19PcVGsPvP3BTw/nvInvvDXefBADMXb0puK2mLDs16m0Spm7R5EA6MaeUk5H9sokiPZWVCFEhQ40yS/+WHFd6Wi2VIupBlJkRltA/n0YllSJqYix5Gt06IN/3lB4mjYbQcZJMoCnVSnPf2Hp3aT9KpIhSVSVStHQ+etv/A9n+JvmQSBGlPk/uKu1LqRhN7C6dA5IoF1AWOokY0XeQRiQpVVVyXGlfSh/UzZw/dyViNHx96SGnVIzG9pduANIm61opAuRitNh1fh4jECOK9kuyBGY3lI53lKJLgyhEFzFchICwDJEIESEh4uluISEiESJ8QqQpnmASkiGSII5PiJKKEBCWIRIhwidEBWPQCE1U0iyLKkmDQZ8Qhbq4+6TITJEMSVESGSJ8k2eSIUIiRSRDQFiISIbK38W9LYkQERIinn4ZEiKSIcInReZkQDIp5/n3ISEyhcAnRCRCBAkR4Tu2ZvpOSIx4U1aJFJkL7n1iRDK0/P4BKSIhAsL7X1NEwFwnEZo884X5kvsHyRDhkyKzmElIipZYOmtIikzh8EmRWRSHpIjwyREJESERIx7lComR+dk+OTKLmYSOLd+fITGaMc5fnxiREHFCckRSBITFKIkQESExIiECwlJkpj+HxIikiIhydPEShegixBQhwiVEpggRLiGyrftxCZEpQoBbhmylLmsVHbKJEOCWIY0IcQniuITIFCHALUOmCAHuCUraspSkljIUEiHCJUSu9WIuKapGhgD3pNmUIcAvRFyEOC4pMmWo9F3s723KEOAWIm15dlOGALcQ2SYBvgm5bSGyT4hsIuASIlOGgJVCBLiPr209g0+KuBARPjGylWd2SZEpRIBbirgMcVzHwVbYwSVFtuPlmji7yjf77iWmEAFuKbJVd3RJ0ZJlbZ9LilyS4ZIiW9sEU4oAtxiZUkT45MiW+uf63rbPdYmRreS96/ja9ingliNTigC3GNmkCHCLERei5e/nEaNqpAhwixEXIsIlRq71oC4xMoWIiGJ08RGF6CLCJUKETYg0MuQrgGAKkU2ECFOINM1WfdhkyCVChClEtRAhwC5DNhEC7DJkEyHAPimxiZBvex+mDEklyMSUIt+5YxOiamWIMCfNNhkibFLkkiHALkQ2GSp9j5U/s8kQYUqRpkS7TYQImxC5Bn7XRNxXlcmUIl9ExBQimwgRNiEizGPsW+BtipFNhgiXFLn61dikyCZEy+9v7BuXEAErj4Wvyp1NilzHzDZp9jX6tN1PbDJEmFLk6/1lkyLX5N0mRb6oiylFvobaNikiTElxSRFhypFvLZTt+7tkzCZGrj5gtmPs2q/ASjGyCRFhipFLiAibGNmkCLCLUbVCRJhiZBMiwnZ/1EiRS4iIKEYXD/JZSeSCEpIhk6E37nXKkMlSNiWWoczInFeGOLnWVLAzdFKGDxZVMjSztSiWoaUt82IZyr1hfPkfCYWsW4ZM0vn6yVCuM5VYhgBgapt8XU7vQ5X/XysZMvHJkA2fDAFAerG8vwZuanDKEACMXVP5/z4ZMtFUKPTJkEn7qYJqMXE6VwyWqOVoKtr5ZCjE2DXy1/Z9X77wO9+WVlWWm+1PqRa4axZ+a6pxmg+GfMesdaBYIXI+GQLk9yai43n5NVc03ts3aR+4sXJ/aIoW+GQIADqPu38/fF0Ww9eVv2ioIEfrYAqtrDrm8Ivc51P300viggqZmYJ4zRsdY36cG+bc59PkntI/hK8QwwuHm/DC4bIE9T7sT50/c6QLZ47I1vY15GonQCaZucr7U+OEJ+11WxrT22T3gYWuBix06Yr0XP8u3dwtcuGIEaI1jkaE+j73tFiCmicK4kG4/eyCWIIoOiQRoSTRoZAEcbqOpWsWEeJ039MsFqD8A91yATo/OPgkyNxWCslQNRJkQlEiyXlEUaJ6yFD3EymxDFGUKCRDRKEx5RWhyu8hFyGKEGn6VklkiCJEGhFqUIjQyP6MWIQWO+Ui5IsQcbqfSIn7ogze1OWNEHEyMwVnZMgGTT59EaLl956j14SPCUWKQn2QiMXOlPjYzfangkJEpHP+yJDJ1PaMNzrESeX8MsShSJFEiChKFBIiwB8l4lAEJxQpIihiJKmaR3+TtNBDvi3tjBKt+B79KfE+7jzmjxJxNt23EIwScShi5IoScbRlwTXkW/xRIk77qYK4jULTxFIwQsSJ0aK1TRSiNcrL3vxn4psfkVI8IKfa+xLWPTYu3nb4BnlZaY0QTezRlYjNeJ6QrfgeQhECgPYO+baLP5LvC83T9vZTBcz2r43grmSSR2i+syYyVGyRT9x2/JN4UwDA2VvkJXj3/KU8KjT4mh3ibRtyKyNQPnoe0fY5ku/riSvk+4P6tUiQChEA7P3UlHhb6usigTcUlmA2t/XR+6McFtbJ31/T10oTidJE26QPDQjNtaKJGFKvHQm+6I+JVIoAWUW7yu2LqutKGg0CZFX+lrcVSirgjyqZaPudacrY1wtNdFfzfaVV9IiZrSk89V9+XfeiyKoQhWgNopGh+Z4UWgblh7D9bMmaJIMzhZG3/stocNuhw6XJv0TKNvxYVzYXkAlR70PlG55kAkm51GO3hiWn/eHzs45bxoLbTg6VJmHNZ8J3yq0vPwUAGPjatvB3OP/UXyIW3UdLj9nG9snu1s0jlSV7JRGorudKB1vyNHvg5tJ37zwWHswz52VdMnmj9SWSCFF2tPzZm78d3r5xvNQz6MQbww2Ad3yldA41PjMY3Hbm2i0AgOnN4X1BT0sl53P/90sTWMnx4Cki3U+F9wVFySTNc+nck/RzoaaclHr1/GvC9yWKMkrK/9KTacnkdOhQeZ9ISpjTfpOUI6cogOS+SxP1dkFPGZqMSRoV07159FpBxTR2L20ZDp8fdC7zVCwXuz9duoce+4V1wW1bhkr7QiKfFFmXREfpfBi7KiN+f6CccthxInyNUVaD5NwjGeeNYl3QPT0jeKjZ960hAMAz79wY3JbGQ0m0iK8tkkSM+u8vGdTkjnCUm/aX5D5G6+kkrTioX5gkY4MeMnQe17UmkC4RiFK0NolCtIZ42Zv/bPm/Q0LEmwFKhIhECAgPynyyFJIhEiEgLEMkQkBtZSipCAFhGVoWISAoQyRCQFiGSISAsAzxAT4kQzQZBWQyRCJUeu/yfgwJEckQEB64SIaAsBDxQT4kRHyxfUiIuAwBYSEiGQLCQkQyBISFiGQICAsRTx0JndckQ0D4eJj58iEh4imDISHi519IiEiGgMq1KCEp4mmXmrK/oYkpFyIgLEV8v4WkiKdFhe6/PHIRkiL+dDokRfz+HJIifk8FwlLEz+WQFJEQAWEpIiECwtLCU41DUsTPBZIiyWcAleuwQmLEJ+qh849HKENixO/tITEiKQLCYsTHxlqLEUkREBYjvq9C9zNeZCQkRnzeFBIjHnkNiZGZthoSI75voxitHdZG3k2kQoZCaDqjA5Uy5EOzuHDocHeFDPnY8OPJChmqFb0PpVYM3D46j8kb1rU/3FIpQx4mh9orZMjH1pefqpAh73cwFsX7ZKj7aE4lQ80jRacMAf7BgssQ4B/ouQwBwOQe97loDuy+XjTm79Y/5J7JmDIE+NN7uAwBwM4vzDq35TIUgstQCE0ePZehENLrm5CunwIqZchH++lKGTLZ/tUlcbqWdAE3IF+XQywoUv56HpfnKzeNK46XcG0H4H8gZf5u/aOePk+We+pcr/t6McXed4/lMgQAe/523LktlyEgUGDG+J3vPDfvV1xsQ4VsgMoUvqmdBW96L5+s51rT4nNw5EBWvKYt35pCXhiZuPLOIVx551B4Q5SKLfgKLpj0PrwQLLpAdJ6cR+dJ2b0zO1sQpx8udqYUjYzla3End+nmXJolCVf9wYdV7x2pHzFCdIFxiZAtQuQSIVeEyCVCtieUrgHEFiFyiZBtQHaJkDRCZIsOuSTI9RTdNUDbokNOCbJEh1wSZIsOuSTIFh1yPd20CZFrEuoSIi5Ble/t6m9S+f+mDBG2gd6UIcIWJXI95bRFiTT9h2wyRNiiRKYMEbYokUuGbFEilwzZokQuGTLPb5cI2Y6Fb4JoixC5RMgWIXKdg7YIkUuEXNXKbNEiV2EOTclf2wTLjBBxbNEiV2TNjBa5Fs3b7sOudS22SJFr7YItUuSSJVukyPeQyRYpckU6bZEiU4gIW6TIFCLCFsVxSYx5L3VNrHmUKPRZgLtany1i5Ipa2L6Lax2bLWLkusfb7qU8SsSxRYw0/YoAXc8iHiXimBEj13HS9Oay7XfXHMr2ANC1Ns8WLfIVNrFFi1z7MkaLLiwxQnQBkUaF5ntSqqhQ+9n8qkeFzAHXFxXSpMuZrPWIkClDvoiQKUO+MsmmDJkRIQ4fKCkSZEaEKt+7+spz5gDmkiFgZZTIl/Jhyo8vamRGiXwyZMMlQzbqERnSlKH1RYXMY7EWokKAPyrkQrOwfzWjRb40Q2m0qGl8SRwtqlWkyMQXKbJhRop8aZ/mvdclQ8DKSJFLhoCV8iOpyhnCdTwpYmRGjlyFHmwRI9eE3RYx6nrOfj7YIkaua28tRYykmNEi1/Vpixa5hLOe0SJNxCg7WxRHjGK06MISI0QXAIkIUYRIIkI8QhQSIXoqKZkkUXRIkhpHg7AkNS7J+qGQCNHTc6kAUXRIJEHno0OStDgSIklaHAlRKN+dZEgy+SQZcsnPyvcOn180ULiiQxwayHxCBJSjRJKFwRQl8skQQVEiqQxRlEgiQxQlCskQRYgkIkQTSokI0TkuSZGj4yCVIZoQhmSIIkSSc5EiRBIRkvSzoWiRpHS7tNwvTa580SEORYokhSgoUiQpq0z3ZUnlM4oWhapbUaRIIkgUKZI+cKJIkaQwCEWKfEJEUKTIJ0RAOXIjkSG6v0rSrlyRItfnS8qYU9QotL6Fvp+k2iFFjCTrROke64oScShiJB1HKdLhihIRFC1yRYg4FC2SHC+6z0nEh/a/ZE5FEaNQBUeKFklL31O0SLI+K0aLVp8YIVpl6hEVooiQJiok5UKuE5rYU1CtE5LexIH6rBFqPpMVrxEa+No2ceNMXzRoxXfwRIJMNJEhiQwRIRkC/GuJTLqfSIlkiLjQkaHFK/suuvVCocaznHpHhVzUI1qkWdcBrJ11RZJSv6sZKfLReUwmQ0RIhgBdVEhzHUhElz5f+h1C64wIOhddUSIORYwk12K9IkaAv6krh9YXDdwQHnPrub5ISowWXZ5EIVolDvzmh+Uy1CU/LNKmbkCpf4F0cNhy94RYhloEjfAAYHZrmzg6NN8jf1qZb5HLUENO3pw0M1vE5NWy/Xvl7gFxsYTpj28RiVBDriieKE3szqomKZreCVLBAuRlRwFZ+VNA2aPpGV1TiOysfGYlTZOb3ixvXNg8Ie8/IpWhmf6GukwCAXnfqZNvksuQpufO9q8uYbFDdj6ee3G4GSSh6cGysL4oliiNFGnYeK9s0qqRIs1DB0BWIp0YvV42lmy+V349dD8tl0jNZFjTX6plKC1uYDtybRFNE7LorrQPzsiBrPj+fOZ1fTjzuj7RthvvHRL3CWw7XcTxNwsb3T68gLErw6W3AaBleFHcn0k6lix2ptD3gxnRtukcsOPL4dL+ADC+N43xvfJ7bvOIbLur/uDD2P87UYxWiyhEq8CB35Sd0PNdabEMZeZ0E0VpM7ctd0+I+nsAJRFqGSmg/fh0cNvZrW2i95zvKf0jId9S+kc66EufxGdmi6JULqAkQlfuHpC98X/dUPonQEOuuNyxPsTE7iwmdmdFfRiAkggtZUtRRUnPC2KhKzz50XTsbj8hOx/pHJec69JO5IRUcIYPtmH4YBvOHQg/3dTIUL5Ndq2vf3gM6x8eQ9uz4QjsTL9i/c9TebEM9TxSFDd8Pfkm8VdQyRBHKkV0vktomEupxEgiRelFXUa6prGoRIo23ju0/I8ETZNXQNbTiO67UinSCLokmtI4IT8Gg4cakG8popCRi9HIgSy23r0kFqOmiSWRGEmZ7U+pMgM0YiSVop77Mzj+5rRYjMaubBaLkUSKOk4toZCVi1HfD2bEYiSVIkC3LrB5RC5GUYpWh7iGqI6YItRxyn2hcBGa63PfhMyJYShkboqQb9LIRWj4kPvpqhkR8gmRKUJT29yjDBchX91/c9AOCREXIV8aoilBvt42YgkCKiTIN2E2Jcg3EEzsrrzzh4SITwrN1EpfeVf+pNI3iJsyNHLQva0pQ74JCz/ffZM187wOpTZxGUotuvfz8MHK83fDY24zM4+tb2DkMuSbWK9/uDLVaGa3+7o0Zch3rZuTTl+6nClCvr+Ly5CvFLopQl3PyuWcV69rnHL/jU3GBNH3QMRMe1lqcZ8/5v7wpexohIhXnfOtJdrxj5VVDIdudveWMUXIty2vThd6ADF8sPLv8qXc8f1uns8c89z2recxRci37obfX9oG3Ofu4KHK98gwOQ6lx5kPl04fcX8fMwrme9gkTWs2I0qaIkxb/tndO+2FV5XFqWHOfy6P3FC5k3Z91lNYZ0fj8n93P+N+MJVrrTwHfA+RprZV7kdf2lvvQ2UZGrzR/bB203cqZejk6/0ZLn0PVH6or+fYPKsk7HsIbF6Lj/9xXFtUL2KEqE7UKyqkoV5RIQmzW9vEMiSNClFEiOOTIU3VrrUWEXLJEEWEODYZoifj5hNy6TozYOUgK4kSET0P2beVRoaAlee76/zXRIZ2fGV+RWSo2Gi//kwZ8lFNZMg1ofZNHk2kkSFNVAhYOfl3cfJN8shQ0qiQjcWOoipaJEUTLdJWrLNhTpxqHSkKbWuW6q5VpMi8/0qjRIA7UiSJChHmwxZNBDXPpJgiRq7IkflQyRcxOnuz0QC4BhEjU5y0ESMJSy0pb8So5/7KHSONGPmiRWZKc2amUPM0unpFiwD52sAYLVobRCGqMQd+88MqGZKiTY+zyZBt4qhNjzOxRYeqTY+zRYekAzRJULXpcWZ0qBYiZE6ak6TGmZgypEkRImypc64cdpsUSVPlXDJkOy+l57tLhmx9YzSlsl0yZEubq1eanBSNDGlYSylyIeohRYB8bVEtpMikWilyyY8mfc523zWjQ4QkfQ6wS5Er8ik9Z22S5Io8264XMzoUwiZGtkh7tal00rVELqRipE2jC8kRxyZFnSdXFrKpNo3OloGjTaMzeeHlKyNCO748oU6jk6KRoihGtScKUQ2RihAgl6G1slZIgi0qZCPJOqEQEgniaQTSdUIXYo0Qv9m7RMhEIkK+6JBmPRHHJ0OuKFEI3/nOf6eNDPngUaJaRYb4U/98W7omMsTXEc30N9RMhnjBhlqtF+IPFQrZVE1kyNbslUi6rihUJUojRVyMtOuHbHQeL1SIkZkux0kaKbI1cuVookVcinz3Y02kiOOLDmkiRxyfDOU9qZOAO2JkYoqRGSXiJI0Y+dLrkorRpq+7zzcgHDUi6rG+6GKKFmnXFkmJUlRbohDViAuZIkcRIY0M+aD1Q66okIlEhChdrpYiROlymrLFEhGiiVwtRYgmzqGIEN3gJSLUOFkUR4SqSZUzoShRLYsokNxo00J9UJSoFpEhG9LIkFSEAHlkSFs8QYpUhIALkyIXQipFgD6FTsqFjBbVIn3OBt2LXdGhJJAU+dbFAcmKLIQKKSRNnXNBYuRbjwlUipFPioDyms1qo0ScehReAMrFF8y0OROtGAHhSqBSMeLRotB9XiNF9YgWxRS6C0MsqlAlmqhQVlgJTFoWuvtoTixBAND7oKxP0PSucM8dQtqQbPjFsu/ZebwofiKpmTxrnnKuf7OwXrAgGgSUJs7S1DjpQB1a4GoiFSJp6W7NZHJBuMBXM/BLFxtLGgESqcWCWIiahVFT6XEHgI6jsoFVWg5/sSulmkxKJ/IDt8mfXq97VHaiSIsq+CJEJh0nZNtJmiQSSy3y6Jl08uNbeG3S/dCweFsJQzdvDEaIONQkOYS0ZQLgL9bC0Yj1XI/sXJ7eKnu/jEKIAXk7jEKj7H0XuhoSF1hwoSm8IO3LAwDj18o23vXZQkVxBR/S8UvSqJYQl99elN9DT76+a0VhBReSzA8AyLeKPz4WXKiSGCGqguv+44fE20pkSJOX2/VcXixDE3uKYhla7Jbl8M71pMUy1Dzk72JN7PzQYyJx6Xp2EV3PyptpSgeSQjYllqGhL28TbXf2cIt4UiydkPoqJXG0ud6+ykgc6XEHIG5Ct+3z/tQMztg1su0kvZ6W3/PKZoxeIxt5pJP3CylDALDpXtmAD+gKZjQOyu47oafFRDpXFN/LisL5zjpFk2YN3U/It5X+TdLeXYM3Akd/pVe27W3uanKcyT3A1C7RpgCAjhOye5SmWWX7k7JH4b5KcibSNO/eR2Tb9T2wsPyPhMGXyk5U6QOwpokl8UO9EeFaruaRIub6ZNtqHsCtezQrehBy/M1p61oiG1Jx7D6aQ/+HvyfaNjswLvzsDMb2y3qaaaJFDXNF0X7NzMrTQTVz0shKohAl5Lr/+CFx9+eQDPFJayjXteu5PLqey4tupBN7ipjYI7uRLXY3l/5Z5x/E53rS4qdvzUMLaB5awKlX+Z+67/zQY9j5ocdE70kiNLM5/GRptj+lkiEJQ1/eppIhCebaAx8aGdKglSGJ6GhlqOcH/hSesWvqJ0NSLhYZ6nl0VrwtyZDkGhi9Rt6XBNBHMn2cvaX0nlIpkqTSaqJDhGQ/USPQWksRUHspAuonRSExomv+YpAioh5SJBUjjRRJxUgjRVoxktB5cjEoRrMbGlBoTInFqP/D3wuK0emf3oLswLhYjMb2d4rEqHlIdu+lqJdkv870N6DruaWgGC12paIUVUEUIiXX/ccPqWQoBJ+4+mSIREgKF6ErPzPl3I5ESIJWhCRoRKheUSGNDEk4e7hFJUMS2gaW6iJDp4801DwylJ0t1jwyJBUhoFKGQut8ksqQLx1qLcmQ9DqUwGVIGiUKwc8pTfqvDx4d0qwvDMGrX2rSt3x/1/Tm8u9qJUVchGopRXzMk0oRII8WaaRIKkYaKdKIkUaKah0tkhYaAuTRorm+CxstAuyV52xoxUhCSIy6jpXvqdJokQSeCijdryExIimKYqQnCpGCJCeYKzokTWWyiZDvximNCmlFyJQh2+RcK0KmDA299d9Yt5WKEEWETBlyLbC9FKNCWhmSopEhKdXIkKvxarWRIdegdCEjQxq0kSEzVc51TdgiQy4pMlPlXPvUdk655IGiQ4QrSmRLlXNJUZLoEMe1rxaFa0BtuKRo8MaVP6s2UvTMO1f+vBaRoqbRlT+vtRQB8miRVIoAXbSoXil0azFaZK5rpqiGdBLvkiKzwIIkWkS4xGjhJ19S8f+SaBEhjRiFokXSKJGJb5+a54UkYhSlSEcUIiH8xKomOuSatJrRIU1EiCRIkx5n/bmRLqdNj7Nhpstp0+M0MiSlFlGhjQ9XLtavR1QIWBspctXKkE1S6h0ZCr5vDdLkzChRvWRIGh1yyZDt2vStGTKvDWmaHOBeN1RN6pwpQ4Q0dQ5YKUVaGbL1RgPkD1VsosejQ5xqIkUu+bnQ6XNAdVI0dpV9X2mk6GJJoQOqixa1DNmPST2iRYD82tZGi0wxclU1rSaN7vRPb7FuW+s0Oh+2ghEa2bSJEW9JEaVIThQiAUlPKB4d0hZMkCCRIJ4uJ40KJVknJKFWIsTXD2nWCQEXNioErP0UOT5o1qt4wmrLEE+b0zT/A+SRIQ2rKUM2NAUUQvAokbSIAuA/tzSpc1yK6lVIIQS/p/iiQ5q/i0uRLTqUhGqkyPcQsF5SVO91RT5BuphS6IALu7YI0E3g10IanSRiZEaLeNqcCYlRLdPpgJX71XdO+CJGUYpkRCHyYMvD1EaHtCIUkqGZ/gZVNAio/TqhtoGlqtPjXGjT46SshbVCl2KKHFDbSnK0yLoekSGpCNEApJEhaXSoHjIkga5VqQzRtaKJDoWg/So5t0geXNGhRJ9//nDWKjqUBPq7XNEhjjRSJE2dA8pSZEuXM5naJY8WJZGiUBEV4MIWWwAuvhS6C7m2CNCLkYQkaXRm2pyNWqfRESRGSdPmbCSJGJmNy+O6ojCxD5ED14kjFSJN3f6OU/JiCaFmbpxi3wJ2fFK2/cRuWT8AQP40Ot+WQdP9T4u2Xbhhr/jzh6+XNcQkMsL7Ur5Vftw0fY3aT8suscldKfQ8LpMhzdNDAJjaqZgEPCTbruPEHKZ2ynaEpn+KZLIGAJ3H5DKmSUMCdI1spY1X6yVD0utxYo+ioQWA8T3ybaU9fwCI+95oUrc05bA1JaE33bcgqmgJ6O4JKfnphVHh5LX7CUWhB8W+BYCWQXnZY+lkf9dn5KX2T/20rElovgXie6iGxnHFAQPwwmHZGLXUUkTHcdl7ah4A5jpk9/vsVBpLgsazQOl+q0HzsK77qEwkRw40iTNoWr7wgPjzM7t2iLabONivSnlvGZafN5KHJETzhOz4uh5w/+ivfkP8WZcTMUJkwSZDjZNFkQxlJ4viBqxdz+bET6E1EQZALkNzvVnM9coGME1kSiNDUjRdrrVoZKjjlGzAzXUWkeuUy1A96D66IB5srvzMlLciIafjhLzhqWaR+ciNchmS0pArigcQQCdD0qaa7cenUWySbTuzu1McJWwU3mu0aGSo78EltJ6r/SS07bTsvGkalUeLO0/OY+s9io7OCswnsi4KWXlkt/XcErZ+U3buairfbXxQfj10HAcyimIp0saUJ++QSQ4AzG2Uf9+R/bLrbGxvA8b2yrZdXJcJtqTgSPcBIJfTdE4+Rq17UnYu5DoKaBA2nW0/m1fdGzc8NocNj8mutbF9MoHseWwBE1fIjsPIL92EkV+6SbTt8/92C57/t/b1RJyuhwaQnZWfi9ObM2LRyXWmVhSvcNF+fBrtx6eD27WMFKzz1hgpshOFyMA8URoni+JJRxIRCuW9chEaPhh+72LfAop9sglwvUQo31a7NBeiniIk7QTdcWpJJUNSkshQaMKsESHAX5rdJIkMhdYvjNy4cVmGQk/7tTKkIYkMLQUmopKBi5jZLc9Bp/uSJEqnjQ5J6XtQL0KS6AhN7qVSBISfoHeenBe/F1CKDgFA29lwug59tlSKAN0T9JAUdR0r3R8lUkQpYxopAmorRTSxP3lHX1CMnv7lUkpgPaQIgFiKAJkYFbKlY1EPKQJ0UiQVo4a5lEqMNGikSCpGE1dk6iZGErKzBZEYUZquRIy6j5Y21oqRhHxraoUYRSlaSRSiSCQSiUQikUgkctkShYjBjdmMDM32u3eVmSbne/JXjxQ5igppIkOa6BDnis+5n/bUKzJUz+iQFGlkCJBHhySd3JNgiwxt/6r7vKtHdGixMyVOlZOmyQEro0O+tUGrER0KvqfxBM+XNmdGh3xRQDNq7YsS1XPtEEeTNueLEplRDl+UqGk02fWjTZvzRYnMyJQvSmT+bb6xwtyfFzp1DvBHiegJN6GJkEjT5+Y2FsSRonpFiYCVLSpc9D2QE+8HTRELzRplaZQIgDp9TnrP1KbPaSJFLszrp9bpc4A8UkRoU+hcnHtxeawIpc/xuYsZKYpRokqiEJ2HTgxtily91gtJ8EmQbf2QS4RsE9eYJldCmya3FtYMabDJUNfTK3/WcWJOJUNSqpEhHzYZ8q0jqlaGbGlz9U6Vk1BPGbKly1UrRZrJvE2GXGlztnQ5nxRRuhxHkjpHrGbqHKXLcVz70VZhzSVFHcdhXfBfj/VEQH3WFI3sb7CKkU2A6iVFwNpYU1SP9DlAd++UShEgX1dUi/S5zX+ysuKcS4y6HhpY8TMSI6kcXch1RUClGEUpKnPZCxGVIrwQImSuH/JFhcz1Q9JoECGNCAEro0Iu6ilCl2pUCKiPDCVZM1SLAgrm73wyZK4jWk0Z8rEakSGOGSXyyZAZJfLdo8wo0WrLUD2p5Voijk2KbDK0/D0MKfJ9lilFPtkzpcgnlms9UmRSjRTR+iEbphT5qvzVo9ACoCu2cKHXFAH1iRYBuoIL9YwWacRIijRaRJhSZDaFJmzRIjPKStRbjGJJ7hKXtRBJRYjS5SQiRANbvSrIaVLjgPpWkasH9RIhYG1EhVYrRc5HvQsoSAjJEC+sEJIhnjYXkqHmiUJFpKiWMhQqrmDjUokMcZJGiUITeC5FoVQ5LiqhYgq1TJ8zqVekiLBFhzh8n4b673ApkpSC5lLkmsgRXAZCE/gLXX0OuDhT6OoVLdJwoaNFgD+NjlOPKnSENlqUJGLE0+ZscDEKzWe4GF3OXLZ9iEiGJGh6mNTjaTMADL1WN+nd+C/yG4ikeh3hW4tioim7ffSD+8Tbtj8jj3ZpcXV6Nhnb2yAWoe4n5FEhTQ+Nmf4GlQw9/5qsWIYm9naIZWhqZ4tYhvq+NSSODI1dI48MZWeLqsjQfFe6LtdqQ64ofjo3u7VN/PmakvuayABQv8jQ7Ab5/U0jA5oob//98knXUlb3MEbTD03aCw2Q96U7fXs6KEREOlcUNyQdOpQW98YBSpOpkBARgy/NiifuO/5x0Bsh4rQMpcV9oHoeXxILT/fTukho43h+ucpciMGXZsU9gDqOA/M90rLuQJuw952mSbEmwgUA2Vn5/fXcAXkTr4Ji+Jdm8gDAgnD/AvJ5AjHfJb+3SCNBALDpO/Ledi+8vEu0XWa2eNn2KbosI0RHbvtDsQxpJlkjB+UXycgB+VU9vU13mLb9b3n0RjN5ajsj/x6DL5VPFo7+96vF295+7ZPibQGgoAhkzWyRP23sPC7fVrPoUnPj7L9nVLwtoOsmr4n2aK6RfE+7eFtNmpQWaXNQADh9RD6x1xy/9KLi3vKi+u2LSH1pGpEf59k++ba9D9XnnMhO6t5X05A2owjGSRs0A0D3U/LJt+bhwsQVukiRZtxb97R8XNA08r3iU2fE27YOKO5BijkLAMz1ypu9NwtlHQBaB+TbauRCE23UNurVjDca4ZveJR9P+34wI9ou35rCkdv+UP4lLiHqk/e0hjly2x9ienP4pkWTPMkEh0Rox5fCNxe6qbSfCl98JEKzB2SjCImQ5Gk2idCIoAt6FKEymrQoTV6+9IkeAHQclT8V0qQaAMDwIXkK1+yWZvG2PY/KH5FrZCyrWMsAuDt3u9DIkCaSPL9RHuYYuEk3KUvniqIHHZRW1jgFLHaE92P76VJUUtI0Nr1YRPvZvCgVpCFXut9KjnspxVm+TmjghhZRlGh0X/lc7no2nBI3sbsRjRNFcUpcw1xRHAUbPNQgjsQ1Tsr2G1A696VRovmeFJoVIjd8XWlc6/1ROIqQPj+XlNyj0/nU+W3D36X3x6U3Hn5x+I3bz99vpwUREi5FksiAZl/0PFL6HpIHHi2DpW3n+sLb9n3zLABg8PbNwW1JiiTXFM1feh6TRYtIilqGw9cUSdG84B5NUuSr/kuQFIWiReueTGH86tL7tgz533f4+ib0PlzKzpCkS7aMFJbHnpDcNo0Ul6NVoWjq1LYGACUpCmUmpBfzy1I0eKM/O2Ho+hYcue0Pcfe3/l//F7jEuKwiRBLrbcjJU29GDi6Jo0IjB7LiJyzT29LiqNC2/51Z/kdCIZsSR4XazqQrZKjnMX961lqQoUImyhARZajMXE961WQolNvNZSgUJeIypIkSpQP3MHPy0zgVaC57uvzfM/3+/cL/plBaIl9wHIra899rnmwP3OAPYXAZAkqy44P/vnHC/z14dKhhLnBMWHRo8JB/Hy90lX+vWVumuQbme1LL/0ghGZCQVjxkJzGSQGIkoV1x7wV0ESPNviAxkkBiJIHESII2WqSJGK2VaJE0YqQp7944nl/+R0IxI48YFbLyiNH0rnZxxKjvBzOiiNHlFim6bIQodGDrJUJA/dLjNKlxQH3T40wZ2v6Xj1m3PfrfrxbL0O3XPimWoSQiJJWhpWwqyhDDJkOuJ882Geo6Zhckmwy5nqrbZMh1jFyTwKnt7hPGlCHfOru1EhmSoqnCBlTKEOGSIpvguaTIVn3JNbm3/byWUmQSkiJOSIo4ISnihKSo4jt4pMiUY58UudbWuKTI9nOXCNjGQZcU2dZnuqRo870r7z1Risr0ffOsWIxaB4p1E6O53kaxGDWPFJxiZEaQWgcKayKNDtCl0tUzja6WYnQ5SdFlIUT8gNrS5eq5TqieUSEp1USFfNhEyEc9o0Ia6hkVkspQ2+miWIY6jk7UTIYGb1q5sNIlQyPXrpy8X4yRIQ2njzTUJE3OFiVyyZBNIlwyVG2UyCdDtiiRTYacn6dYE+UqRQvoIh7VSpEZHeLYpMglSjYpcq0dskmRa+2QTYp4dKjiOygjRdpr41KIFHUet+8jmxT5vpdWiqT7o+eRoliMWgaLayJaBOge+tYzWiQVo3pFiwCsiWgRUP36oqHry/fLy0WKLnkh8h3IUFSIrx9aS+lxGtZK0YS1EBUCLo4UOX7ehUSoaaB8I9P0bCAuhjQ5HiUKyRA/ZpIJH48ShUTIjBJdDJEhLkWSyBCXopAMhVLnOJqKfiaaiX4ILkU+GSK4AIWiRmsxUhRKneTXiKTyGpeikCBxCQiNhxdr+hwXo9D+4/sjtM73YkuhAy5MtMjGWooWXWgxMqNF6UX39wlFiy4HKbqkhch1AOuRHrfjS0V1Xm290+MuZFTo+V89AGBtRYUuZIocldNeSylyUhma3dIskiFKm5PIEKXNraXIkASSIokMUZRIIkMUXZHIUJKKc9o0OSkkRZLoEEmRLzpE0MReIkPaiZuWJOlzkspyJEWSynIkRa7oUMV3OL/PQjJErLVIkaSdAUmRLV3OpPfHebEYtZ8urrkUOknrgbWSQgfUP1okkaO1Ei0C6ptGV8hSYQU/tUqju9Sl6JIVItuBG7uyeU2U0QbkMrRw3cxFGRXqfnpJLEO9O8YuyhS5zmPyyNDY3oY1I0PP/Vt5VChUjcZkLaTJSSoacSZ2667dekWGRvbLT2xJJSZCOjEmGqdSdUuV637G3ySVsyg/TdWpc5LoEEcjRdIKXIDu2NRqTZENbVNhzfuvhfQ5QPcwSks9pUg6SW4Z1MncWkqhaxqXzbWaRwribYG1FS2SPpQqZnTR5nqm0S2sW/nml7IUXZJC5JIhKZoIQXayAdlJ2c2w67klVUOvhetkdeOTkG+R94/QbAvomtn17hgTb3vsj67BsT+6Rrz9tq9NYNvX5GJx5d/PiZuRaibFmq7n2dmiavK/1NGE3ofk58nMVkXPIMXfaKaPhBi9plWcNpQWlmQGgPazugbG2iame//XMDbeOyTaNjtbFDd01UyStP2ZZvvT4maYQKnUq/TYF7IpsVBqGjUSkrLIQCniuOle2XXQ81gOHc/Lv0up1LduQqhJEZTKZ8cJYEkx+dH0/AF0vdU02/c8nlf1CWoalZ/fM/0NqtRNzf7TPHhrnCiqypSPXpPC6DXyv1MTOTh3c7jUNgCM3rhJdV73PJZTyX6uNa3q+aQRHc22k3vymNwjO/96Hk2h59H69XzTROr7758TN5bWrAnMt2WQb5OfUJeTFF1yQmQeqLErm5dlqHnCfwOvlwgBus7GC9fN1F2G6rFt99NLYhnq3TGmliENXIT2fmrKu+2Vfz+HK/9ePnuopwwR4wfWebdd6mjCUocuMpRUhkIheS5CL9zsjyiNXtOK0WvkURPNE3QuQ+uPhiMRXIYkTWv3/q9h8XfRSC2XoVBTTC5DkiiRpE8Hh4tTSIr4/tNE2TpPho+NVISAyqqFISniEzqNFAGyqAh/z5AU8UmuJiJXaynif5dEcvg2GonSSlFIjDqOl/87JEWzG8q/r5cUAUDzSFiM8i3l319oKQJkws/Pa40UAbpGuE3jS2LZ0WwLQCxFAOouRVoxklJrMWoeKo2pC+uyK8ToUpSiS0qI+AHiIhRCu2ZEK0JSGVoNEYpRoUq0IlSNDPka6mmjQlJmthaX/+FM7XK/RhsZkmITIV+UyJQhX5RoNSJDHF+UyDyWviiRJjJkwydFpgyFokSaKJJt//mkyIwO+aTIlCGfHNlKuEsjRUBYisyJom/iqBUsE58UdZyo/P+LJVLU83jlPtFIEaCPFknx7T/zfKPiPRo50kaLXJj3PK0UacVISowWVY9GjDTRIkC3LlATMTLF6FKToktGiOjAaEQI0OVOX6zpccDaiAoBehmyYQ6ygF6EAL0M2eAV4YixvQ2JI0MhXDJkS5vTRISIWsiQLUqkiQoBySNDHFuUyFdsxBUlqkVkyCZFLhlyRYk0qXKuyJBLelw/15wPLlypcjYpcsmPJmLkwjWBc4mMpieSC1eUyDWxtUmRKUNELaTI9be4JEf7cxu1kCIeHeLUK32OsEmRa71HraTIxFWRzFWspF5SBLjFyLXmqJ5SZNt+4Gb7eblWokXA2kijA6BOoyMxupSk6JIQIi5DUkJRIfNCupjT49ZKVEgqQ0miQhpCKXLmOqILtV7ITJvTRoY05FtT3smvmTZXbWTIRTpX9MqQ+cRUExmSRIVMKfLJkBklSpomZ8OUIp8MmVGiatLkbJjnhW8/mlGiJOuGXJhS5GrwC6yMEoWeZlebPud7vSlFoaf8q5U+F5r8dh4vqETH3Nb24Irofqq+64o4PF3OZCmrF6NqIkU8Xc5kNdcVjd64ybltkjVz9YoWadPiLodoEaBPo+MsrnOfOEnXF10qUnTRC9GR2/6w7ulxF2NUSCs3Fzoq9NhI6QZdz/Q4YHVT5GxQ2pw2KlQPGaK0OW0UQCJDFCWSyBClzWmroUlkiKJE2hQ5QBYZIimSHE+KEmnT5CSRIZIiiQxpUuNMJPuRpEgiQzxKJIkC0TY+GSI0qXMmkgkhbSORKW0fJpIiV3SIU8/0OaAsOtr1RRKSSJErOsTRRIqA8j6URiK1UpQkWiQpJLNWUuiAZGl0AJCZCZ8ztYgWudBGiy71ogtAsjS6S0GKUsVisb5NHOrIra/6Y0zukJdD1UxCtb0+NI05h35WXnoWADZ/Sv43ApXNJiVo+kpoRGjxF0dV36P5f3WLt209rZvsnDnSpZogaaIavrVBNjSTBmnVO+LEG3WpaS2DmocDRSwozhVJLxZCM7ADsqIJxLkDCts/z6avD4q3HTvYK962IVdURREbJ8WbqsqvJkErUhsek5+7Zw/Lj9GWb+mu/cV1uvuntDIgoZl8ae7N64/Oq7IeJP2dCO3DBy3ZWZ0YjV0l3y+aksQAkFK4qPZerhEdAJjeKt9WEykEdLKrOf6FbAotwzqhn+uVH0/te2s4+Qb58dz2NVmfL6LtrK69wwuHdUWQtt4jP6DaNgJdz8q/e75Nvk8yM0u45+u/o/oua4mLOkIklaG5vpTqRqd5mtx5TNY4jbCtOXGx8XPN2Pg5+Yk++NIsBl9an1nR4+/+KB5/90fF25957RKGB7tE2+a+0ovcV+STSk0/DqAkQ6rtb5P33ilm5IOiNgWlkE1hYo9McLTV24DSeZsVPgWUbkdoQvqt55bQNiCfVGqeXI7ua1ZP/jT9b7QypGFhfQFTO2XnS8epPLqek08sNn9jdPkfCZN78hi/Rv7+Xc/KZ+dL2TT6HpCnPmqkf2pni1hwqLG2pmF2+9kFcVpgOldQTUQAed+mYkYX5df0sQJKD2Y0D2c0a0VyrWm0n5LfFzUP8AD5w5apnf6UNhuZObmIdDyfx6bv1afce5LInwaN4AA6IZ7YnVX3gpOy7okM1j0h/+5NE5rek00YOSCXnOaR0j9SlrLya0ib5qjpXZheLIp7zWnkaS1yUQrRra/6Y9z6qj8WbasVIakMJREhqQytJRECoBahM6+V31S0IkQydPynZbNWjQydua1tWYYk540mqqFNJdFIORch6TmpOXeTypBkMtd6Tn6uAGUZmt4cvqFrn5otdpZl6OQdfcHtk8qQJMq6sF4RRTxVnmRJpEgqQQRPKZFIEclQrjV8gfBBXyJFuc7SfpRI0dTOsiFooz4SKeIpm5q1UhIp4hFQTTNbiRRRKtZ8TzqRGEnRSBEAkRRRqlq9pAiQSxFvgqoREokUrX+i/N7a1LUQSaODUinKt5WOe3a2oBajeqGVIq0YadCI0VI2XTcxGtvXpBYjCZr5+VrjohMijQhJZUgjQkD9RAjAmhMhrQxJWY2okFaGpLiq/LjQRoWSypDouyhF3pQhXxqctjSoKUO+KJH2CZgpQ6FJgCYqBNQ/MsTxRYm4DEmwyZBPkDT59cDKyJBPimwDvU+KSIYIbXqoT4pGDqy8j2oiRYBfitK5ymNYy0iReS/SRIqAcLTIlCCtFPnEyPydNlKkESOtFCWJFknZ9D19tGgtMNebidEiCxQt0kaMpCQRIykaMdJEiy5GKbqohEiygy+n9DgXmoV5Llwi9N3/73+u+FmtokJT2+w3K40M+UTI1TRUK0M2XGlzWhmy4UqbSyJDNlwRIE1kyCVCromcJjLkurm7okSuyJBLilwy5IoS1UKGXFEiV2RImjoHuKNEPvHRRI1cUSJXmpwkUhTClCHCJUU8OhTCJkOES4o01Q1NGSJcUuRaH2e7llz3I5cUuRbq26TIlyanXduoiRa5pMhVyKAWUjS10/7zWkmRq/BGLaSonulyrjFJK0YuKXKdj7WQItd71CJa5DvnYhpdmYtNii4aIZLKkJQLGRXqvKtyEF9LUSFAnyKnIWmKnOi7JFgr5JMh83zSRoVqIUMufDJkO1c15y/glyEzSqSJCgF+GTKjRKEbuilFSdLkfJhSpJGhEKYUadLkAH90yJQibZoc4I8OmVIUWjNkSpFvYDejRC4ZIkwp8smQNnUOWClFPhnSlhk3pUhTLCSEKUWhqmX1TJ8DVkqRT5I0kSKgNlLkwiZFPF3ORCsophTxdDmTJCWxObUupqGVoosxhQ7QRYuAZOuLOJvuc99j1kq0CJCl0V1MUnRRCFFoh9YjKtT9ROnfF0tUqBbUI0WOCivUI0WO1hFp0+MAXVQIkA2iFCWqx3ohihJpiydIz18SoOxksSaRIQ5/si2JDJEUaQd+iQzxPkf1TJMDdKlyEhniUSJJqhxJkVSG+HaSVDmSIk0BBUD2lFNTZAEoS5EkMsSlyBcd4pAUSSJDXIpc0SGOJn2OX0uSe1LS9Dmp7CSVIknEiEuRpMy1Vopo/7miQxxtCh0vtiApy66JFAHle2O9iylI4NEiWj/k42JOoUsiRlJWK1okmW/UOlp0sUjRRVF227UzB1+qW8zme6pjI0knaynNE/Kbwsh+/VNNV6doFw/9l78Sb7vrq/+P6r3XPSwvezvbp/vejVP69MBqGuuFUK1zuSaFdQrZruf5mATNYm+g3MRNgnZBtqRnB0e7KFsruRoZGrhR91023yv/Lm3PKup2n+fof9KZ4o4vyf9WiSBwTr9Cfu/oeURZAlm5RgjQRUM1ExYAaFDsG20kVBuB7n1IV9pck6KoZXKXbj/WsxQ2ANU9G9CVlZ7anlGNIdrjqi23rUVbbl3TL0r74EUjUtq1mBNX6NOANW0Luo/qHgjN9cr/Vm0kWLvfXff4i6Ec95qPENlkKDOTR2ZGfgL3PbCgeuLYMpxX3cS0lbI05FrT6DyuFDnFk6zFrhQWu+Q3vr3ffgeyLbILpPlkI5pPyic049fksdgj35fpvHYw0PdS0UycNWu3NB3J6b01PYC0/TTGry5i/Or69A3SNE4GSk+cNL1dNM1zex+cRO+Dk6qGvpk5WcNTYuBm+aRAK0MNcylxGmkhm8LUPl3ktNjUgKv+Rj4Z3vgD+YRmenNG1TducV1G1d9NM4Fb7Eyp+9n0Prwglpyzh1tUD+xeONyE07fKpUKTWrf+6LyqJ1TXszl176aWYU1DTl3Da20jcE2j6XxrCs2jumtw5Fr5eTO9NaVuxKx5uKMZc5ayunvluVfO49wrdQ+9zt4sf39t81xNtGiuVyeWC10Nqh5ESXq+aV4z15tVSY7m3tf70IzqgUehMYVCo/z9XfPziyFKtKaFyNyB5o6WNOjTpl5oRYhkqNZSFKrOY2OppaiWISl7v/0O7P32O8Tba0QIkJXzJdL51LIMSVNCtCKkYbY/tTwwje8NH7MkMiSFp49KpUgjQkBZhiRPqbkIzW4IDzjSCjYEDfCS5ou9D1ZGSyRSpE1JIRk6c3v470giQ0mQSlGxqXx8JFJEMiRZRzC9ubyNRIoW15W3l0gRpThLJgZ8wimVot6HdeMIIZEi3rCxXlIEyBrl8qfBi+saRWJEHe01UgTIJufacvV0vWqkCIBYimh8Hbm2qBKjekgRRTj5+CNBI0UAxFI0fLC0P87enFKJkRZN5Ee75korRVox0r5GIkUzmxvPv7duXbw2CiyRosbxcvqvTYzWuhStWSGyyZCGiz0qpMEmQlO73NsniQppMGVovse97fg1uoaP2qgQsFKGapl3ra3oZ8rQ+B7/e2tlSIspQz45spUb90mRJioErJShUJTIHNh9UmTKkATzPAlFiczIkE+KqpWhUJTIHBhDUsRlSIIZGdKW4vVJEZchCSRDhDbVJyRFpgyFokRnD1dKjTa1u5ZSZP5eEykifFJEMkSEpMi8ZrWTc58UmddrvjXlFSPzd9pIEaCLFg1fl/WK0dT2yn2pTQPWSpFv3w+9tvKc10aKAF20SIt2XVEto0VjV1Uepxgt8nMxSdGaFSJCmx4H6KJCSUSoFjLkKr6gkSFtRAhwR4UO/Pl/sv5cGxXSpsjZcKXNrUaKnA1X2pxrAHJFiTSRIdd7u9LmXDLkKzhSrxQ5wC1DriiRJjKkTbnxyZArSuSSZpcU1TtNzoZLirRC4JIhV5TIlSbnkiIeHeLYpMglQ64okSlDhGsfuCaZ2vQ5lxSZMkS4pIhHhzi1kCLXz11S5FsroEmhaxnOqVPobGhL1rvQRItcUuQba11SNL3V/l6aaJHrfHWtf3ONG671pxcqhU6bLmdDW3DBJUWunyeJFmlEx7Vt84j9XqeVonqLkYYk8/gLwZoUoltf9ceJRcgnQ21nK6v5aEQIqH9USCtDWmqZImeuI1qtFDkbtrS5kAhVGyXSrhfyyZAZJdJGnWq9Xsj8XUiGzChRtZEhjhklCg3gZpRIEhkypShpmpwNM0pU7zQ53yBoRomKTQ3ByJApRaE1Q6YUuWQoCaYUuWSIMPdF6Il740RxhRj5UuW0RRNMKXLJELGa6XOShdOmFJnRIRNTinzXbrWRotA1a0qRT5KaR+u7rghYKUVmdIiz2Jmq27oiYOW+N6NDJjYponQ5G6udQueLVtczhY7QStFaiRYBK9PofMUmkkaLMjP5NRslWnNCRDKk5WKICrmQiBAVVkgaFVrNFDkblDZX7xS5WkWFTChKpE1jq8d6IR4lksoQbZd0vZAUiQzxKJEkMkRSpJ001SJNzgaPEkkiQyRF9ZAhHiWSDH7aIgtAWYo0BRQAmQzxKJEkVU5TZAEo7xNt+hEgWzfEpcgVHeKsVvqcRJBqnT5ng6RIcu3ybSRVGusZKQLK0SLpeMulyBUd4tS72AKNJZLqpEnWFdWz4IKWC5lCZ6NW0SIXF3O0CMCalaI1VXb7FYc/oH5N6CmVSUH5VE9zsCWLxjkNyon72DW67QGgSfGka3pnHtluuVg2HNX18pnv04lu86Du2DYq57/aHh3qBZSZ+pUQ15QOJ7SNP7uO6W50ksIGROu5JVWanDbSsOHHehl64eU6WZD06iEaZpUlmJWRod5HdMe2/fi0avux/bpS3NoS8Zo2BIB+naX2Wtf0BgL0oqO9l2y9p34NZ8ymuRK05dM11QU7Ty6q1pFNbas+/crHzBbd3woATaPy81NbJlzzcBNY2Ug7xNitOtEpjurO/a5j9X0Or5GddK6okgVt9K30GbrtWwdq38eQ6Do2q3rv+Y26Y9s8pC8+c9d971W/pl6sqQhRw5RuZ75ws3xCru0cPLU94w1jm5z7+VnM/uSUePvsrO4mpQ6Ddy4h1yl/gja9UycrLQ+0qQSk56YB8bbtJzJoPyHf95vuW/B2drbR9VwePY/L/2btBEbTB6rvwSX0PSg/Vk0jRbQMavsjAR0n5Jd7diqtOuf6vjUk3lYbbdXKUK4zpZabib0dqoFI07y2caRBJThb715SNWpc/0QRS4pBsfPRc0hP6SY9mv4ibWcX0XlSJxSahtZT2xrUfaQ0tA0sId8mn2SP7WtS3Qu195K200VVGurADTr7441kJWhl6PhbUxg5rJsVNo7Lv1NGMZZOHljE5AH5uZmZLaofDAG6h0/aJ/iaCXb//XOqfnHNEwVs+oIuCtg0mlYJ4GxfUdVvULutr1CRDU1vpqaRolowtWjW34381BzGflIuOcMH2zB8UD5vHripAQM3ye+F2n5k2jl/vVkzQvTqa98n2u6Fm9uW/wGA4evDkqMRIcCfz2ty7udnce7n5Sdkdra4LEOSC5GHvqXRHo0IAclkSErPTQPLMrTlinPB7bkISdKXtCIElGRIg2YC0zpQXJah9tPh7bkIdT8V/l78ZiyRosZJfeQsOyW/LfR9a2hZhjbeG5YiLkOS6GsSGdIysbdDtT3JUM9D4YGicaS8jUSKtt5d3j8SKVr/hG5w7nw0fA2aTO9qByCTIr5Osx5SxKMBGilKsmZQI0WA7DpLIkOERIpIhuotRVKOv7V8jCRSxM8ZiRTNnW8ymZktqsVIQ9exlFqMJFLEzxmJFFHanzY1XNtEWytFgCwqlp0s/40S0aFttBJVTykC5FE3bXSo57HSfEZbmGTsJ2fVYqRBIkUUtZ/a2bL8jwTp3H81WBNCpJEhDbao0Ng+f9lLrQxpqHdUCFgpQz7Zmd6ZX/H73JhbHlseaFPLkAZNVAhYKUN0M/FhypAvSqTNA9ZEhQCookKAPvXBNkELRYlMGfKdg7aokE+KViMyxJFEiUwZCkWJzMiQT4q4DBE+KeIyJMGUoVCUyJSh9NR8MFJEMkRoO9HXUoqqTY0KSVHbwBLaBiqPQUiKxvZV3i+1Dx+83+f0yuvdJ0WmBNVDirTRIZNaRopIhjg+KTIlKCRFtveqhxRxtIvgfRPu/vsrT/juZ+a9YmSmrUqkqPGZynNMEykCdNEf7fbje/xiZEpQOlf0ipGZBlzvSBGg7+1Vy2jRiTe2Vvy/NloEyCNGa0WK1oQQheARISm1igq5ykO6ZMiWNsejQhLUjdbOp8fVO0XOhmsC4JIhV5RoNVLkNJGhWqXIuaJELhlyRYlcN19XlChJVEgbGdLgkiFXlKhWkSGfFLkiQy4p0qbJaXDJkCtK5IoMuaTIFxlySZEpQ4RLiswqnsufrZQiGy4Z0qbOuaTIFCGOS4pMGSJc116SfiXWz71A6XNJUuVsuKTIdZ5o0ueA+qbQAbWTIvd5Yn9/V1EIbRRCEy3a9IXGVUmhq+fPL4UUOpsYjfyU/WbmkiJXUY56RIs4mmjRheaCC5HPDJOKUL3XCmlT5HyYF19IhMy0OW16HLB6KXISQuuFzAlMSIR6HltYESkKiZAZJarneiGgvpEhSYqcGSUKiZB5ToZkyIwShSJDphSt5TQ5G2aUKCRDZpQoFBkypSiUJmdKkSRNzpQilwwRphS5ZCgJmvVEQPVS5JMhwpQilwwR5jVYTaqcDVOKfOJzIdLnXDJEmFIUkmZTimzRIY4pRSHpMX8fkiptCt1qR4rM6JCJKUWhoiamFDU+07IiOmRiShFPlzNJsq5oraXQmeN00nQ5F/VOoavn2iIgLEZrIUp0QYXItgNokZVWhID6rhUC6psilzQqJIEEyJYiZ33v82lz0hQ5GvxXO0VOQj3XCwEyGaIokbR4AkWJpE+fKEqkiQqRFEmjQnRu1ioy5KIeMsSjRBN7O0QyxKNEksgQSZE0MkRSJE2TIymSrhkiKdKsGSIpCsmQiUSGqkmdk6TKJZUiiQwRJEUhGSLoeqy1DBEkRRLhqVaKqk2Vs1HPQgtAWWqkESDaThNh0koRiZFsvVm52IKkZHg9I0VA/dYVcZKm0Elex1PoJMLDU+ikVTPrHTGqZwodUP9oEVBOo7MVVLjQUnTBI0Q2tDI0tk8XFZrYnVXJ0OyGhsSFE0Tvn6CCnJZ6RoUAnQxtueKcSoYyc3oZSud0MtR+uqiauOz83KgqMqRd/F6L9UIhNClygE6GNt47pJKhQmOqrpGhF17epY4KzWwpqNLktn1N9fZoO6Pb/x0ndO9fTQEFCdnZgioylESKNOuGapU+56MehRY4UhkiNKIzcEMLFtbJb3LZ2Tyys/mapcrZGDmcU50XjeP5YHSIo5EbQF9sAaj/uqLprfJt0zmg5zH5pLn7mXlV+49NX2hE+8M6uW4aTXujQyb1rEIH1D9aBNR3fVGSggua+/TwwTY897OK+8pNDRh+sW7sXqspdBdMiGwmOLetA3PbdJOWjE6A1U9RNL1VAKDjix2qcPf43rSqR0brQFHdIHHfRyex76Pykbl3xxiaXjEs2rbj1BI6TsknvlNf68fU1/rF209fmcP0lYqLf1+T+AkuoW26tvNzo6rtNX0RAH0/q+5n5tVNFtO5okro2k4XMXTzRvH2xcYs2p6Vn3PDL85gRtDMkGg9t6SO/vGGqsHvc1D11upIWLOiPxigj5xlZwuYvrpH9Zqxg72q8t0TVzSIqnwuv/++Jiy1yN9/471D2PLPg+LtN39jFOsfHhNvn84V1f2MZjc0oGFOdz03j6g2rztSKRq7shljVzaregideEMWqSn5udp+tFF1Dp1+RSOmdok3R+NkEf3fkH+f/m9k1PfrzBzQ86juep7aqZOi+fW676TtLaW9DrTVSzNzKWQUrQe0Deh3fX4Suz4v+0INV09h4mflfdgK2ZS6Z+TI4ZxarnUP9RvRcU9reENG91HdQ2VtH8XxvbpzyDXfv5BRogsiRC4ZkpKZLf8jRVumMpXXyVDHFzvQ8UX53zC+N606gXg5ZylJRKh3h3xCUSFCH+8Nbs9FSHIsuAgdf3N4X5kiNLUtPChwGeo8Ht6/XIY23hfeV3xwlQw6SWSIkEoRf+IlOae0T62LjbocIe3TJa18aOEyNH51+G/n30eSEsllyFf1kuAyJOkoz9f3SKVo7GD5+pVI0cQV5fNUMqHl16ZEivg6NIkUbf5G+bqUSBG/BqSTQX5t1kOKtNfZgjIixgu2aCJFQKmxqkaMNFIEyM4hjkaKAIikiG8jlSIeZayHFPHoh0SKuo+Wx0yJFE3uKK9Fk1wHZsRWIkV8rJdIERchiRRxEZJKEQBM/Oy0SowaclCLkbZoh3YNfMc9rSox6j66oBKjQqaoEiOa12rmtmtJii54ypzNEn0hX5cE+SbYtt/5ojg2EWr9ilt2bCLke3+tSWtFCIBKhACoRAiAKioEQBUVAqCKCgHyvH7OpRAZ0qIN/5uTtFCUyJShUJTIlCFflKj13NIKGUoSJfJFimyRIZ8U2eTMJ0W2yJBPimyRIZ8U2SrAhaSIyxDhkyIuQ4RvQmu7Nn1SZCvd7pMiLkOET4ps10BoMmi7NmspRaspQ8vv4ZEiVyU7nxSdeEPl+6WmMl4xaj9a+V4hKTr9isrtQ1Jk3n81kSLb6yVcbpEiQJ8WqokUATIp4mikCIBKigC9FAH6VEyfFE3sXnkN+qRo69+sPAd8UmQ7J31S5Gol4ZvnNo1XjpFJssPqQapYLNa/mDqDm59vB4wcWHmzDkWEbGtA/KK08k/3RYVsJbV9USHb+/tOEltOu0+Ghm60T7x8MnT0P3Wu+JlPhhbuWjlZ8srQ/7My1c4nQ7Zj5pOhXZ9debGGZKjjVOVBDYnQ5K7KCzwkQkOHuyv+PzSQmpPWWovQuQMrczBDImSuYwtN0MxJaygqNLO78rwLRYXMzw9FhSau0A38wMry2qE0uXVPVu6j0HcaPFR5XENpcvzpLhBOkzPXKYZ6BLU/WTkjt4mQSYNx3thkiNP7cOVAG7o2TakINfc987q+iv+3yRBn9PrKa1PyQEB7fWrSAAFg3vDTCyFDnKbxyvNOUtbbXPdjypBJsaPyO5gyZGKeR6YMmXQcr/z/0D144JWV3yckS7aSxaE1aCPX6o6rWf0ztDbGvJ+Y9w8Ts1AGjw7Zt6+8DkLr+RZXTi2886+8RXR88mObePvk5/hPr/xCDVevnMMRXZ9buX7S92DbVWjBVyyk8zFdYQpb5TmbEBFTt66cJNuEiLDdn32Sns6v3B+hhuPrnl75fqYQcVpOlY/R1x59v/e9a80FiRBpbVCbHgfEFDkJSVLk4nohP2stKhRqNmfjckuRAy7ONUM8UiRpmMojRRIZAiojRSEZAiqf8kuuTS4TIRkCKiNFIRkCKiNF0uuAPyWXXJ+Xy5oijiZ9Drg4U+g4jZNF9b39cosWXczrioCYQidBm0IH6Oe+FzJatKpC9Opr3yf+QyltTrtOiP87BNm/VIQobU4qQvT+0pOBiitIRYiKK2hEiLaTihAVVxCL0Pm1RFIRomMlFSFaS6QRIVpLJJUhWksklSFaSyQdMGmgqZcM0VoijQjROSeVIUqdk8oQpc5JZYhS56TioU2dA8pFFqQyRKlz0u9EqXNSGaLUuSQFFDRIZehyRjsZTCpFFzo6tPy+56VI0/SVpCgUHSJIikLRIYKkKBQdIkiKpPdhkiKNHNF7SysUJpUiaeU0kqJQdIggKQpFh8rbl64DTbVHkiLpPIykSCo7tJ1Udmg7X3SIQ1IkLY7FpUhaSj5pCp0vOsQhKfJFhzgkRVIpJykKRYc4NA/2RYc4c9s6Vn0t0aoKkcb6prZn1FGhjlN5VVSo96EZVVRo471DqqjQ5K5U3dcLadcKAXG9kISex3V/s7Ya4ch+3aR3w491xzlJ/rs2GobRcdXmradndNsrozChxnY2Ok7oqvNpm8C2Duq21zbFlBRZ4GgrzwGlKJEkOkQMX6+L3C61pETRIWLLPw+KokPE+ofHEpXO1T6wqDejyhQs7VginSRXw8Z7dNGo4z+jOwbrj+oi6K3P6HvrtIzoHkCYqbYhZrbqjps2srSU1c1J4rqiMEmjRRpGDjSh43n5+NBxTytG3i2fRHcfXUDvQ/LvU8gU1a0LxvemRYWEiNWOFK2aEL3szX8m3lbbMBVYuU4kRO9DusmZZsAGVq5DCbH1njlsvWcOnSdlN/TsbAHZ2QKm9nWFNz7PzO5OzOzuRPP/6g5vDGD4zDoMn1mHM6+S3XDH9jZgbG+Dqox4ZraI9Q8pyrQ+k0VeV20SM1uLGLtGvr32ifvwDbL9SUzu0l12WhlKMrGRVMyr2P4LT6u2LzaVJjY7vjwh2r73x8omjDMledJIUd8PSveAKz4nu6tT3yDpeiWKTEof0mx8uPQ9NGmRnScXl/92CUkmN7P9adWDpq7nllQNT9sGljB57Qbx9mMHezF+YJ14+6HD3dY1ID7me9KqtUHa0ve0jkhaap5kaGaL7N5EMiR9EETbaSZ1tI5o55dkL+p9KFXx3UJQ7zxt3732s7oHI9r7MaAfI7RSVFRmMT7/Gp04avrSTG9NqcZ0oPQQtftp+XHr/VFO3KQaKN2LX3h5V0XTbR8vvLwL2fs6kb3PstDJgubBNwA0TSyhaWIJ276QxrYvyM6n5pONWOy0r72yQVFAjRQBUEkRAJUUAcn6uWmkSOMO1bKqEaJ8m//jprZnKmRI+lSPy5BEjLgMrX8ifLJwGer5QViMksiQBu3NGFi5qD3E8Jl1qu3H9upuyJnZoqppXvszWbQ/U76IJFI0s7VY8bQtJEUkmYRENrkMSZ7W88F3ri+8PZehhunwIMZlSHqj4jLUe39YjLgMpQbC/apIhqQklSENJENSzCaqISkyS77Xo4s8X9gu2QdJZYiQ/A1dz5W/h0SK+DYSKeLpfhIp4gVPpFI0zxp/SqRIW/reLKoQwowMhaTIFA5tdDxJFS2pFBHa6JVEinZ8pXwcJFLE78VSKeJFRiTjMF94L5EivmhdIkW5zvL3kUgRb7LbdnYxKEbTTNjzLRCJEc8o6X5aJ0Zb715SiREAsRQRUimqBqkUEVIpIiRSlP/J8eX/lkjRXG/5hJNIUctQ+W+UzjV45HBsXzYoRiFnqDWrUmWOG15mxn4TcUWFfHmcLvlx9Z9xRYVGr7HPrl1RoZEb7aWHtSIEuGXI9ZTfdxPuOGp/+u6Soflftk9+XTK05ev2k9MlQ66LxCVCowftx5OLUOX72N8fcKcddD9h3961X1371BUVMit/Ea4Bt2XQffm5IkNL7fY0D19kyDWQuSJDrr/PFRkq9tvXpbhk6OTr7YNYrWTItRDVJ0Ku7tymDBGudUuu+4+toiJB0SET15oOs8oXkW+z7+9qZYjj+ju4DHFm+u3fySVMnY+es/7ctfZp3WPj1p+b1R8JVzopFyET1xohl7jaKj2WPsP+/r61RK5UOdd56ZKNpgn7/nYJk6uKFuA+/1zriSg6ZGJWtyQoOmSSnbR/Vy5DFe+z2X4fcN2PO4/bxwGz2iLHdW259p+vjL+tihcApBy+yYWIs/2r9mPNhYgzs9k+pkw7Ipi+CbArxd41T+j9kf2PO33Ecd9wnPebvmMfq13ClDtsH1+TRIdcnHqjfX83n7Tvb1+qoWudmGvuzIWI0/MR+3yXCxHHtcaWC1HF53qk2fX3uf42LkTf++xvud+4RtRdvyThLl+KnC1K1HEq740E2X7nS5GzRYl8KXK2KFHSFDkpZvRCAqXIaViNyJALW+qcS4YAe5TIjAqZ2KJEvv1qixL5UuRsUSLf00dblGjDjycvujQ5W6TIFxmypc7VMjJkS50LRYVsqXOuwRewR4l8zYBdERaXDLlwTUZd1FKGAPvf4ZIhwC4+vuiRLVLkKwRhixS5ZAiwR4p8MgToS2tr0ucAd+qcb92QLVLki7zYxMcXPXKti/Cdf7ZIkUuGAPv3dckQYI8UuWQIWLvpc7ZokUuGAHu0yCVDgD1a5JIhwJ5C55IhwB0t8q03tkWKXDIE4JKJFGmiRa4UOl/RDFu0yCVDgD1a5JIhwB4tcskQUJJlmzD7ZE+SQrcaqXOrXnabG5+ZIhciJEIu1uJ6oRB8LZH0hssn7xIR4muJaL2QD76WiNYL+TBvmJoUOcAvQza0i1EB2b7l+1WyXohLkWSA5VIkESGeOje5o1kkQ+YNKiRDZupc0jVDUuqRJselSJoix6XIJ0MElyKfDBGmTIRkyIxAhGTI3C+1liGC/x0+GSK4AElS6bgUSaricSnyyRChXVMErJSiUFqjKUWhVDlTiiRFFLgUSdLQuABJU+m4FElknEuRT4aIeqTPcUwpCt2Tzd/7okOE+cDSF10juBT5ZIjgUuSTIYJLkU+GCM26IkK7tkiTPgeslKLQPdlcVxSSJHNdUS2jQxwuRa7oEKceKXSceq8rAtxi5MJMoVvtdDlgFVLmbFaXmSmoRKiQTSUSoeYh3dOhzIiussjxt/SFNzLQRIUmdzSrnz51HJ1QRYXmf3lMFRXa8vW0OirUPKI7xRa7dJOVzKxehrqf0D3Z6zg6oSqekJ0tqp42tgwW1VGhsf36J1y8L4uE4Ru6VTJU7O9VydDJ13fVdc3QyIEm9XohABi8sU21vXaNUCGriwyNXdmsigzl2xrqJkNEISuToWpYEpa+JdY9Ni4SIqJxshiMDpk0zBVVhS/OHWhRrRtqO11UV5STiEe1LGV10ckTb8iqvtdsf8obHTLJTjZ4o0Mm05ub1BEg7QQeAOa7dJ8xfnVRJEREKicTImL7V5dEQkTMbG70RodsZOb01WhdyydcaBbiA6UUOk3UKHd4sm5CRJx6Y0EkRETjpLykOjH273Xz2Nb/o4usTW/Tjyv5Fl3lwe6jOasQ1Tttrq4K5gpxLaxTLvJU9ngA9CVTi426XZHvWdnV2EfrQFElQ0PXt2Be2XMCkD0d5TR+Yr3u/Q/p9lO9ZahppJjo/NCK5sCtuv0k7WFAuNYeuZjYqy9HKa1gyNGWmdaef7kO3XFIL+r2U5L+RCPX6soY9jyma24H6K+LqZ2qzUXRKhPtNdH7sO5v1k4UAZ2gAbJCC5yB2/QTXm05eN/aMRtF5aFb/2hKFJHgaJ/sA/rv5VrH4mKxQ3dNNCmbHSeJCiaheUJ3He3523HV9tJ+OklJUqK+67m8+nXaasLa1GLXOlUX6/9e9xBMK40AsOevc9j2dfkDusVOYOSA7uJO36Ubg7U0KccuANh0n26seOFl9nOj3mlzqxqTWsqmVE/8Unl9fxcguQzlNsmeuJMMSU9sSgkY3Sdb5zF0vW60mutJL/+jQT1pHy2dpNKnU6shQ1o2PljAxgeVa7Eci8JdUIpJu7DpIi3klUoObacZgEiG8j2yc+vsK9fj7Ct1Ejj4s3sBAMOHZNfRM28p/R1nb5adtyRDBWEfDSowML9R3hOHZEia3pmk9xEt6peu+3r+FaXtztwie7JIPYA0kQ+SIalA0t/dOC7bnmRII0XUDFIrRdIeXFTEZfxa+RNYylSgRqYh6F4ufTpKY0X3EwlS+oTzJpIhjRTRttLGkHSNtgzLzo/xPaV/N47I7rXtJ0pj0cANurGyeaQoHpeSRIeWP0coRZSavPvTssh95sqSDDVv0UUBpPdMovN4wVlgwod0TKK5ilSKqD+bVIoo5UybeqZ9KDSyP6PuKQjI546UciaVoondpe2kUqSNDhFJ5l49jy2oxsvhF6Ux/KLVTZur26eZJmeKUGjQMkVIIjmzGxoqtnNVjyOKjelViQxxQlJkylCoQ7RNgkIT+EI2VSFDrupxRHY0syxDUlZbhjqPhV+TRIT4vpQsrNaWrDUHnZAUmb8PDUCdJ+dXRIZCUmSK0Jmfv8q7PVCWISkkQ1LMyFBogDerrUmkyIwMhaTIvLlLokTahrkkQ0RIisyGqBIpMicBISky/26pFC1/J4EUhe57IUL72axoKZEiM207JEXmvVzbrFIiResfrdwmJEWmBEmkyNwmJEXmtSmVIkIqRYREisxxNzQ+VSNDy58RkCJznaZUipbfXyBFPEpXyKaD901zcb1Einoerzy+oTHJnLPUO1Ik6fXD0/0kBazM6JBEjMwlHCEpMtffrIVIEV8f3TRSFImRmUkQkqL59ZXvaUpRPaNEddcvbVQIWN2okIkrSpTvabfKkOukbh0oqheLJokMaXFFhVxS5BIhV5RI8wSOWK3IkAaXVLqkyFWRyRcl0j6B06bJ+VLkXFLkigq5pGjwZ/daZcgXJbLJkC9KpE2Tc5We9kmRK03OJUWum7pPimyTdF+UyJShEKYMES4p8g38Lily/d0+KbIJkE+KbDKkjRIBbilylfcfvzbnFCPXGlZppKj8ndy/s40XPikyZYhwSZFLfnw/d/1OGikifFJE0SGOT4ooOsQZuKHFKUauh5CucaoWMrT8Gcr0OZ8UUXSo4v23TDvFyJWy6JIiV6WxekaKCJ8UUXSIs/HhOacYueTH9XPX2qck/R610SJN+hxQkiKXGFF0iJO+q9spRkmjQyZJo0UaVitaVJdPIIMLiZA5YIVS5FzS45MhW5RotaNCK76TcYMeur7FK0O2CUJIhmwT+qQpclKSiFAtZcgVJap1ipwpRaGokE2KfIOMTXx8MmQbfJKsFwqlyJlSFIoK2aTIFxmySZFPhmwDu0uGfITWDJlSFLqZ26TIF7GwSZFPhmxRIpcMuZAM9qYUhf5umxT5xMf2O19kqBZS5JIhjiaFDrBLke9+bpMi35hhkyKXDBGmFIUiQUnWFNmkyBeBsEmRTYYImxTZZIhjSlEoI0M7ZiXBJkW+Btg2KbLJUMVnGFIUWr+VJIXOhhkd4tjGJd+8xVZ12CZDnCTRIg22+2Ro7ZBNinwFvrZ9fWaFGIWqs12IaJGv8bxrXuZbZ2pLoTOjQyYkRfWKEtVNuVYrKiSJDJEUSVPkeJRIIkP8ZF6NqJA0MsQn9hIZ4lEiiQzxKNFqRIUkTyI6j1WK0WqtF5Iizc3mAiSJDPHBRypDPEqUdL1QCC5FkjQ5LkWSyBAf2CUyNL+xqSJSlKSAggQuRZI0OS5FksgQlyKJDPEokebJp7YoBZciSWoc30aSJpdEigiJDBFciiQVTrkUSe7pXIokYwaXopAMEdUUWpAKEpciySSbS5FPhgguRSEZIpKsKyJqGR2q+AwmRT4ZInZ/eqwuKXQcfrx8fWgIPm71PJ73yhCRzhWXxybpvKWaFDqJ8PBtJJXx+P1SWkghydqiJNEiwhYdMuFSpI0O+WSIkM7RTJJEi+pFzctu3/C2D6pfI9nZ1aIpkwoAqcUE4VLl5Cqv/Lu1fXwAoGVE93eceVVBHRnqOK7afFVS5Cb31F+GtOtBtGkEXU9PqdPktI0IAb2Ua8/DiT3646dtyldo1N9DtMe761l9nw5XB3gXkkkip3VQ93cnaV8wcUVGPWhN7tD93dpqhq0Dumt7sTOlEiJi2z/rvpetWa8P7bWU5MGhtjpcErR9UFxVpHw0TumOReOEbt9qx8okzHelRULEOfn7SkH4G939XFv1d3JXWiRDJtr77fqjujnb6Vt1f3fjpL5UuLblCABs+ZZOdF64WVftLqNrKQQAaFae60nm6NoG4tKiQZxjv/sb6tf4qLlqaWqUdz09ha6ndSUktR3DAaDvm2fR+PyoePu53kbMbpHn789uaVZtD+ilANAL1NQuXZnsqW0N6HxS91gxO6n7ToVsSnUBL6wvYlIxSWyeKKB5Ql9JTruIe75H35BXk7KYa03h3It18f0kN63Rfc2qSVnHqSX1xKHrmO57+bpg25janlEPtqdeV1RNkAvZlDotTZuWAgDrBMVBiCvvPIvN/3xGvH3zSCFRbyJtOlXz8+Oq5tZXvvMpXH3HUfH209fPYei1OkHzdW530Xwmi+EXyyejU9syqn5UzSNFVeNCAGg/q5uIbvjxJHoflFdz0DZTBEoPCjR9bkqfo7snNI+mVPu2+6m8qAEwoR0riYkr9BNkTT+7539qPVIPy8eBpSc71LI5vlf3d/c9sIDMzJKqH1yuNa16gNg4WcT0Zt39tk1Y1ZVoHimq7odL2ZR6PVXzSFH9oFwr8hN7CpjYI/9eWhnKzhbUrQYA/UOxvgeX0Peg/HO0D0gkrH4r2PNwEZI0pFxqSS3LEP/vEH3fPKv6XnO9uoPIRUgyUeTrZrT9KTRM7VJuz4SgRfDUOTuZWpYhab8k7RqmBZZPKpEi7QJWgv526fHQNFk0kewDLjZSyaHtxq6Ui7m0DDzBn6bVS4pIhqQ50tr0ilOvK+LU68rnlUSK+DGTSpG27LCWK+8s39ckUsQHQc0kgNI+Bl8q+7ubnx9f/m+JFF35zqeW/1siRdPXl2frUima/bkJAEDnRnlKUfOZ8vknkSLe90nbpFcqIBSFkUoRH1clUsS/h1aKAIilaPi67PnPkN0Tmlm/Icm+7X6qvH80UgTopIhkSCpFPD1UIkXP/1Q5jVkjRYA8Ajf40tKxkEpRy3DlAZBIEb/faLMqpFJE417b6aJIjDqPl7fRPiRKUmRCKkW0XeNEUSRGM1vK30UjRUlIKkUSMeLp7hopqjU1FaL9v/NhAOEo0WpFhUwZCkWJTBkKRX1qERXSSpEkSmTKUOgmr42O2KJCISkyRSAUJVoILK4zSSJDU9saVvztoeNhypA2ShTCJkA+Kcq1plb8XiJFpgyFokTa1AIbISkyI0MhKTJlKBQl4iLE8UmRTWBDUlRt2eFQlIjLEOGTItsTQckkwMyBD0kRlyEJXIYITaQICEsRyRAhkSIuQ4RPimxNcEMTd3PNZUhAzJS0kBTZHjL6pMj2+ZJokZlGGpIikqHyZ/jvCc2W5qta4QxJkXa8BFZK0MQVDV4xsq2n00SKgLAULT1ZmV4dkiKSIWJ8b9orRqYMEZpIERCWIvP3ISmyjXfaaFHofmiuiZdIkXmNj1zb6hUj2++SRIv830kfHeK0nltatWiRD4oOkXPUirpFiFxS5JIhV5TIJ0Ou3yWJCrkiQy7pcf3c9eQ8SYqcC58UuSJDrpu8S4ZcUaIkKXKuqIhLilwy5IoSJZUhLa7IUK1S57Qpb77tfVLkigy5pMglQ7XMuXelybmkyBUZckmRS4Z8+KJ5LilypcnVSopsMpSUXGvaORFwLQh2SZFLhlxRIpsMES4p4tEhjkuKTBkiXFLUfCZrlaGkuCburgI0Lvlwrc9xSZEv40KTPhf6Xq41dS4pMmWo/P76sdG1b3l0iOOSIu14CfgjQtoUOpcU8egQxyVFpgwRSdZqaVPoALcUue4vLily/Xx6c1PNUuh4dIjj+q6uAmE+KfIVmapVCh2PDnFcUqSVIR+1lCJXMSSXFNUjVY5YtZS5eq0XMrcJyZAZJUqSIheKDJkTxZAMVZs6N7Wr/I/qdQEpMKUoJENmlEibIgeEI0OmFNVDhszjMd8TTpOrVopCMmT+PmkhklCanClFochQtalzLUPp4JohU4pCaXKmFElkyIwSJTl3Q2uGqpWikAzZokSSQdCcCISqI5lSFIoMmVLkkyHClCKXDBGmFLlkiDClSCJCtiiRLTrEMSfuoWqcpnyEihVo1xQBK6VIkh5nbhMqMGJKkUuGyu+fWiFGtuhQ5WdU/r9LhghTikLjZZI1RcBKKQpVWzSlyCVDhClFLhkiXnhZZoUYmdEhE1OKXNEhjilFoaiLNn0OWBktCmVDmFLkkiEiSfpcLVLoQpJkSpFLhgjtuiIboWqka3FdUbXUTIhsoSuKEklFiJ5sadYIcaSRIZIiqQyRAGlT5AB5ZChp6pxGgugGb0sVCyGNDJEUSSeUFCVaWF9ctTQ5CXQ8qlkvFP6M0j7SrhOSbm8OFtI1QyRF0jS5pFKkLZ4AyNcMkRRpIkMkRdJzl0eJpAUUkkqRNDLEpUjzRJAmAtJSsSRF0jQ5TZEFk5AMESRFIRkiSIo0USEuRSEZImjiLm1NQPIhrdzGpUiyHhcoS5FmrRBtK622qC20UPqM0rUXkqHyZ5T+HZIhgqRIOm6aUiSNANF2ktLzQFmKQjJEaNcUAeVoUUiGCJIiiQwRSdLnSIykgkRSJF0vmyR9ju6H0vYxXIyk1zlJkDRipE2fA8rRompT5VxUu65I2jeQpMgWHapl2twFK6oQiUQikUgkEolEIheauguRNk0uiXE25OpfTS7fpsvF7Xl0tqbrhmxoU+QAfVOrlsFUonVDGrSLZCf3rM66IW2FoqYJ/bmrTX2bFza3I84daMG5Ay1VVZSToD3X+3+ge9o1ciCrriinLcUN6P+OsX1N6vLa2oaZ2l5Dm//5TKJ8cW0jwcV1yv4o9w6J0uWIq+84Ko4OEQO36c5bTeU5YvjFGXF0iODNIyVo+/q0n82Lo0NJPwPQXx/pXCGYLmey4190jVU23avr85Kk8pxvvZ2LWq0ncpF6uBPZ+3SRorF9umORdD2Rdl9tvE/XmynJeqJQupyJNLrH0abPJVlP1PXchavCZqP13FKijC7t+LEaqXN1E6JCpvTPqVfLO+LObtU1pALKYdZzN28WbT91bR+mru1TNcnk3dcltJ4pNRST3qjbTxXQfqqgajbY9Vwe/d/XnSCp8+IxL0xNy04WkZ0somVQ0z9A9ZXUqYIbH9T3GAJKx1DTXFIrBL0/Lp0jGilK54rIKnoAaW86fHuNpGpT4LQDP72/5saeJF1AS/szpZMxrxijZvuKqoXL05uV0nG+YenZ120Rv+bs67aoxTk7W1A1W+x+unTsJq/dIH7N5LUbcPrD8qZiU29uxr7fGRRvX5gr7dvJoXbxa5r/7zr1RKntdBENc/LXbHisJEOdJ3WNJjXk29KY3iX/u+c3lk7yJGXhh6+XT0bP3NKIfIt8X1ETy74f6CSneUh+by9kU6oxpPuJ8n+3DujOlQVhSwoAGL22iLk++feiFEZpeiGhGaMbJ4GRAzr5WFyXQUOuiAZlI/J1j42Lty1kU2hQPEhdaklhsTO1fD8Nbn9+XpLkgaVmrN1439jyPxJo7Nx8r1LuFONBIZvCQlcDFrpk4zo9HEoiRZp9NbuhAU0jRTQJUxKTUBMhMnP4CsaYL5EiLkPSburaRXlT1/ZV/L9EirgMScSIZEhK+ymjrKFAirqeK38PqRSllFGYrLFvJVJUjQxJeh8lESGg8rhJpIjLUM/j4f1LMkRIpIifexIp4jebJMVGANnNpxoZkjw9Nt9fIkXVyND6h2QCQjJESKRotq/8vSRSxGVIEiUyB2+JFPFtpIMgzxeXSBHJECGRIr6NRIqm3lyOaEqkiGRo+fMEUtT8f9ct/7dUivh6BIkUkQwtf45AirSSkm8rH2eJFJEMaT9vtr98PkqkiHeel0gRyRAhkSK+jUSK+D1QMp5wGSLqIUWj15bfUyJF5toviRTxbSRjNd9GKkXmU3+JFHERkkgRP4YSKTLHQqkUERIpmu9JV9xvJWOtKUHaKJlEirqOlb+TZDwwv7dUigipFPEMH8m+mt1Q+T1MKarVOqKaR4hMGQoxu7VNHRniC/E4viiRKUPBzxjPWwXIJ0U2GfJFiUwZCtH1XL5Choj+7y95xcgmQ74okSlDIRonaxMZ8klRLWSI8EmRLTLkkyJThiTYRNwnRbabTJJy9CFqERnySVGSMt21iAyFpMiUIQlchgifFNkiQz4pcg3aPimy/c43CGZnC9bFsz4pMmWI8EmR7Xc+KeIyRPikyJSh5c/1SBGXIaLzuD+txrY42ydFpgwtf45HiqqRIUITKZJ+LpchwidFXIYITaSI8EmR7Xc+KbJNvJKOK7WUIi5DhCZSRPikyPY735ht+502UkT4pMgmQD4psh3DhpxMjDg+KbLdl31S5LrH+lqOuPBJkW389EkRlyHCFDcJPimypQ4nKYqWZF/VI1JUUyHyyZAtSuQTIVuUyCVCHJsU+WTINjnVpsgB/siQTYp8MmSLEtlESIIvMmSTIp8M2aJEWhEC/GlyNilKmiKnPY6+NDmbFPlkyBYlSueKqlRNQC8+oRuR66ZTyzQ5mxT53t8VJaplmpxLinwy5IoS2WSIsEmRL03ONvhqn2ACflGyDYChKkI2KXLJkA+fKNmkyCZDhCZ9bvnzLVJkkyGOTYp8lao06XPLn2GRolrIEOGSIjM6JPl8mwwRNimyyRDhkiIzOsSxiY9PlGxS5JtsucYXW3SIU8/0OaAkRTYx8lUGtImPT5S04/fIgSanGPnWhNikyCc+mvS58mes/JlvPLTdZ30PqZK2urCKuEd8bL/zjZ/a9DnAPib4rhGbFIXWUbrEyLf+2/YdzOgQp9ZSVLUQUagqSWQoBJeiJDXrAVlkiE9SJZNovk3rmfmq0+RscCmSyhCPEqVy1afJ2eBSVGsZsqGVIakImVEiyZohLkWSyBCXIokImVEibWqc9KkMv+m0jBTqsmaIS5Hk/U0pqseaIVOKJJEhU4p8MkRwKZKsGeKDsESGTPmRpNLxAVBaUpVLkUSGTPmRpNJxKfLJEGFKkSs6VPE9mBSFZIjgUiQp22tKkSs6VPEZTIpqKUOEKUU+GbJ9j9n+lFeGCM2aImClFPlkiOACJEml06wpAlauTQ3JEFGtFNmiQyZciiRl0rkASVLpzHFcMq6bYiRZIF/tmiJJBIFLkWQ8TJI+x8VIGm2pSNUUpMYlSZ/jYmSLDploU/y06XMEPw6SYlhJI0W1SJtLFYvFqmYeV79X9yW2fW1ClSI3tS2TSIa0Fb8K2ZQ6opCZ0W3/ws1tqjS52f50osjQ4CHdids8mlKlyc31pepePGGur5hIhrSMHGhSFVAY2d+gTpPTVtzJtepCzg1zxURpctpqS4C+gIK2Is7EFQ2rUkBBWy0rMyuTIWLT9/LqAgraY7j5n8+oii0A8vWZnJH9GVV0qPPRc6piCwDQ9f1Tqu2P/nGfSIaWv9PGabEMcbQVAZdaUiIZ4uRalU8TIRMiov34tEiGOGYzZAm9Dy94o0MmmbmUSIaqYX5jk3qCpb1fA/4omo2mkaJIhjgdJ3Tfa359UVVwYbEz2UNObQGipWxKHQEavV5XgW8pq7ufNk4WE13rWtK5okp2hg53qx9YaqurNo8U1NdIkiyGhrmiqjpwOlf0RodsPPzXv6H9WpWfWdWrE6C9MSeZtAF6m9XeBLUyNHJtq3qip620AwDt9z2rfo2muh2gv2mmc8XlZp9StNGtJIzta1KX/N75uVHV9s1DC+g4oZwgKW82fV89qdoeKA0A2nP+zO26Y5hvUW2+KrQNLKFtYEncyJHQyFAS2s/m0fWs7mSUVtYkNjw2h6Zx/YXV94DuafvYwV7d9nsbcOIdO1WvKY7qohKt/0de7ZTIzhbU5f27j+r21VI2rW5gqt1eu6aoeWgWW+6WNbfltDx7TrW9tkTxatA4nkfbWVnjWY42UtR5UvcZLYNp9f1UW32udUA/TgPJ2htoWOhvUx8T7Rg6vVU/wU/S2kA7n83M6eemfd/XXbsjL9L97bP9KVUl1qRoJa0WVC1E0sV/vT/KofdHpcE4vSi76GiHSFM8ksDLC85slj3dSiJDWmgSrQn9kwzt/ounRduvf6KI9U+UjoW0/LP2qYh2zQxQXtuk7ZmkqWs/tq88oZLe0DuOlm40bc/KjFCbtgGUooKAPKK2+Z9OVPxbAo+4Sm+2JEPTO2XnPg3eI/vlgyVFn+rVvyvpw5XFDt05vOl7pX3Ufla2r/h2UinSdnfXRi0I6jwvjb5SZ3dph/exveXzQypFT/7n7QCA1Jzs3Or/Vmm7JPciQN7zjCa5S8K+VHw7qeTQdtpouCaiRGy5e0IsRtv/4QwA4Mo7Zf0AadyZ2lm/pybzG0v3eOlx5/u0nlLU+3BpXNj5Jf3DiXo9ZOIipJEieqAoHUPpvjB+YJ34MwjpMZk/n5YoHUMXz7dymutLYa5Pdt+i+ZJGiig6P7Nb1zsKkI/T7cdLfdWkUjSztfR3jF1T+keDRooopVjb26l5Qv5QShtxtVFVytzOv/zg8n+3DLr/UBIhTqFRv/g7SSjblzpniyKFLrpayFBoEmOLKNDN3YYrKvTs/2+v8zU0IHFCiwZrIUP5wGfYCj30PpKsqIILLkNEaLJMMsTx3dhsMhQa/EmGOL4Ilk2Czr5pp/czbOde6IGDLTLUfsItn7ZB21epz5WGV8vUOdfxHbvKL9FJZYjjS51zSdPEbvdobjuGvhQGmwwtrAvPFkiGKj7H89DBJkG+dQNchjg7P3nC+RqSIU6xxX1ukQxxJE8ebdeEbzC3PfFv8EiOS5p8TX5t0qRtbpiZ8V/rzUP2pqhnjrgjbCRDnGfe6Y5e2sYewD7uJcU2XoaOu23MkD4k5fjS50iGOCfe4L8WbXMryVoiDTYJ8o3VrnHJN47a7g+h1LmF/pXLK3zHZN5SuCKUBbJoGcZ9bUZsD49Da4lsqcqhB6u2NEHfWE0yxBm8yR8ZJyHi+NbP2c7tTKCPsq3ojDbyDvjvv1yGTvzqb6rfm6hZypwrUmSTIcAdJUpSfs+HK3XO9XPfxVaryJBr8tJxYk49KPhS5FyRIteApC397MP1VM719Gl+fVHcMFaCa6JgkyHA/4TLJkOA+4bmigy5ju1sf9oqQz5cESFfpMgl4r4HDa40OVekyPUE0xUp0q5JSoJvkPalztVChgC39EgjSBzXMXT93BUZCqXO2WQIcD9ocEWEpJEiCTYZAtyRIpsMAeGIgWvS4RrEXelP0kgRxxUpcv28lpEilwwBcEaKbDIEyCNFnFpFi1wPD33H3bUfVyN9bueXcs5oketBcy0jRa4x2fVzn2Bo0+fGD6xzRotsMgS4j4lNhgB/pMgmQwCckSLXHKl5pKBOoZvZ3el8qOpaM+Uaq20yBPgjRTYZAtyRIpfoJ0mfm+9KJ4oW2ahFZIio6xoilwwtf7ghRSERqlXqXGh9kSlFmZl8zdPkTCkKiZBtki1ZL2RKkUuGCNsFX+s0OfNGGxIhbeocYUqRS4YI283cJUMuQmly5nEOiZDtZh5Kj7P9PhSVtN1oa71myJSikAzVInVOkiZnk6JayRChlR9b6lzoGJq/D6XJNY3nrGLkkqHlzzEmjyHpsf3eFR0C7KlzLhkiTClyyRBh7wVm78vEMQfl0FoQmxRpRSmUTlcLKfLJEGFKkUuGCJsUhcafeqbQAcnabNRKimzRIY4pRb6sG6A2UhRKjzN/L1lzaxtHQ/cIU4pcMkRoj4ltHHXJEGFKkWRZgU2KQoVsTCkKFZBIsqbIFCOXDBG1Sp8LtSSolRTVipoKEY8ShWTIRBoVSiJFXICkxRZIirQiBOjXDEmjQnyynaR4QmgwIujCT9JgS5qvTTdaaVQoqRQRIRki+M1cIkM8SiRdM0THWxoV4jdz6Voh2k7Su4vgN1qJDPEokXRwJimSRoaqkSLNmiEuRbWWIYJLkUSQuBRJjyFtp1kzxKUoJEPLn3N+EimNAPHtfDJEcCkKyRBBUhSSIYLfqzTjCg3K0oXxXIAkMsQFSLq2qBopksgQQVIUkiGCS5F0/KlGinyp5YS2zQZQmoBrJ+FcikIyRJAUhWSIqEaKpGuFqi20IL1HkBSFZIjgx8MVHeIUsuWxNCRDhHRNEYdLkbSqp3ZdER+rXdEhE5KikAwRXIokVRTzrZViJO3PVo0U1TI6BFSxhoivHzLZ/lXd4mXtgk+aqGpLMWrpOiYfKAitDPU8qvuM0WtasfELsqIJnLFXujvD28jOFoKNt0y0i5ant6o2B5BsPZE2jN8wV0Tv/bo+AEsdyl4cbRl15++tnz2h2v7ckR2q7YmhG3XXb/Og7jxZ93QB09t017x2PVFmTl96H9CXrJfKUDXM9er278i1Rez6kr6ghzZyMderL808uUv5GcKiPZy+H+i21/ZHAUqTkMXucN+k1Ua7pkg6meIUGjPIDoyrXjN64ybV9oudKfXYKJEhjlT+TbTrirQiNbmjUT0R164pyk4WUVRWe0+ylCFJJbaWYd3DdO04OtdXRHZS97ckqYg435NWtznQVkfuflxfJ/25f6uTryZltUKKImpauQD66M/Zm93fK+k6oppGiJpG02ga1b3lwroGVZ65NoWJSOeKqgl729lF5Nt0d4z5jU2qp9ItIwXMbpEPqqPXlGRr6I3uYgk28nu2qtYmJYnCdT2bQ8fz8os/iQzld87jhTfqBpeJKxoSVUMZvkEu20OHu1UirD2vAGDjw3NYvDLcZJgYfM0OdV8FoPTEcf0j8pvylm+mvAUTTNY9XTq3NP245jYWMLFHfu0mXXDcPLSAHf8in4Rl5lIYvk63k1tOTaHl1JTuNYqmnSPnn5gdf4NukjB2ZTMmd8gneklkKNea8i5WNilkoR5PmkbTGN8rf012tqB+kEMS0Tgmb8g9tq9JHKUGSgUZfEUZbMz1ZlVj6VI2hYm9HarPIHL96+QbL+aw/jvPyzc/n06uvadqBGfsqoy6oSxQOuaaSWg6V0x0rWiuk57H86p+hTRRTSnm6h3P69sCNE4W1RI18qIUTr9Cfh9aXJdR90ECgFyn7j6kuacA5SILmofKE1dkRJGu8mek8MLLde0Ehg91ouO4fPueR4qqsZqjKX3eem5JfR/u+4H+4VeImgkRH7gGXyq7ASys04VVTRla/7DsKT7f0ZKdzp/oSCav8xub1E+neLMtiRSRDGnJ7ymbh0SKuAxJn27wG6VEirQylN85j/zO8uRDKkU8LUsiRdIQL2focFmcJAM4P596HpM9xd/4cPm4SaRo8DXlyNBSVt5ckqdfSKRoyzfL16xEikiGNMxtLL9GIkVchjRP23i6o0SKMnPlv10qRVyE6iFFIwnTB8auLN9/JFKUVIYIyWSPp4lKpYhvJ5nA8Htd0pLcEiniIiSRIi5CUinix0QylvJtNFJUaCzfv0RStFgeGzRSRGjvqRIp4pUlpVLUODZfcawlUsTPKek1w68/yXXS8zgr2Z+gibtEiviYrm0LAMgLZfF+OBIp4tFQqRTNsX5yEini9yGtFBESKZq4oryNRooA4IWXd4nEaPhQOTIkkaKeR8r7RypF5hoziRS1nisfO+l9mN+/ailFNREi24AVkiIuQxJckSGfFGmjQoA9vO2TIpsIhaJEts7DPimyyZAkSsRliPBJkS0yFJIi7VOjJDKUBNsaFZ8U2WQoFCXiMkT4BnDbeRSSIi5DhE+KuAxxQlKkzUXnMkT4pMgmQ6GbLJchwidFtsiQRIpsa798UsRliAhJkU2AailFNhkKRYnGrmyukCHCJ0XVyhDhm+zZFkCHpMj2e98Exnavk4wXthQznxTZBMgnRTYBCkmR7Zj4pMj2O4kUcRkivFK0uHJsCEmRrQKr9p6qTYULSZHr+PqkyHYeha4d23Xnu064DBEhKbKlMfmkyPaAUzvmEz4psjUH1USKgLAUzVmaa/ukyHYfkkiRrQS3T4q4DJXfI9CexPJ7nxRxGSI0kSKgNF77xmxXwQ1tk9zQPdh2/6qVFFUtRL6ByiZFC+sanDLkuomH0uRsUuTbqa7f+XJ9bTdeX1TIJUU2GSJsUuSLDPmkyCZDPnxpcjYp6no257wxuqJEtZQhV5Ro4ooG74J9mxT5IkMuKbLJEGEbwH1S7ZIimwz5cMkQ4ZIilwy5okQ2GSJsUuSLDLlusDYZImxS5EuT80mRrxCGTYpsMkS4pEgrPj406XOAW4psIsSxTc5qJUOEbbLnK5HrGmt8Y5BtAhNKCXaND9r1Nj7x0aTPAW4p8h0T23jqEyWfFNlkiLBKkUWGCJcU+Xppae+pLily9R1zSVEoAqhdw+E6Xr6HELbrxCZDhEuKfGs6bFLky/bwjf++AjA2KbLJEOGSItdauY5TS1YxsskQoUmfA/xS5OtHZJMimwyV38u+X3yyZJMimwwRLini0SET25gdqj7okiIeHap8P/vDKd/9qxZSVJUQSVIZuBRJokLmHyxdM8SlSBIVMrfRLnyUpMiZUuSTIRuSNDmbFIVkyIwSSdYMcSmSPCEyb6b1iAyZUiStXKathGJKkU+GrJ8nSLs0pSgkQ2aUKCRDBJeifEs4MmRKkU+GCC5FkjQ58wbrkyGCS5FkzZBNiqRVAcufE/7bTSkKyVASWTKlKJQqZ0pRSIYIPkmrtQwRfLIn6SxvjjmSMYhPYKTrI83xISRD5sRZIjzmNqFIkPl7yTHR9oGySZFPhogKKfLIEGFKkU+GCC5FknuqKUWhJszD1zdViJF0jZgpRaH5h3ncJGmqmjVFwEopkixw51IkXQ9szgUk1TC5FPlkiDClSFI4hEuRT4YIU4pC9yJTiuZ70sHmrIBuTVHpfVPe/7ehXVdkSpFPhgg+ZktKsQMrpcglQxx+LUnuZdVKUaIqczv/8oOqxa59D+TUKXINuaK6gMLo9d3qFLlCNqWSocxMXr1eaKa/QSVDrWfmE60ZWv+ErirP1M4WdQEFV0Nd52dsz9Q9TW7TFxrVDT4zs/o1Q733j6lkqOfRWXUBhZEDTarIUOMzg2IZ4mgrDI2+aEkkQxztZGx6W1okQ0TXsZS6gAJVntPI0MnXtopkiNP7o5xKdua26Re3z/VmVOuGdn1pQSxDnM6Ti2ohksgQZ2arbvuF9QXVGLTu6XCPIRuFbEoVGVrsblZHf7qPLqgKKCxl0+rj0ZArqq7HrqenRCJkkh0YFwkRMfry7SIZ4nQ9q3t4mW9rCMqQiasRrY+x/Z2q+UfLcE5VyAQolYH2RYdMJq7IqKt9FTNyIVr+nN1ZcWsAIp0rioSI2HrXorqK4tAh3TP/7GRK9GCG0zyi2x4oPWD2RYdWfkZRvbZo03cmvNEhk6ldMhniTG9Li4WIyE4WRTLEKWRTqvvX4I3JKs0lihBtvlcpHY36co1T2+rfwR6QLzgnEonK0WTrYMTv/8SsWoYA2VM5TpKym9rXJCmrra1jDwD994yqX6ONDA3eKOunUA1P/bqsRwtnqUW2yJWjqTwH6PuiAPpJiHaAAEr9G9SN7R7UVzHKzur+/unN+slnkr8/Cdoyw9rFx3N9KfWg2nWsrj3Fl9E+YNOWAAaAlidfUG2vnUQD+nvkUrv+MwCoZAhINqZoqvsBlb3iJLQOFDG2X1eaGJAXeSImduv38ZZvzai2115XgD6TBZAVLTLRtl5Icm01KB9k9T2gyxrY+bnRRHMJraBP7tJfJ9pIkVaGAKDrOf3YqH0YC+ib0WodhUg8qkhL7fb+uDQx0Dydo4aVZ1+5Xvwa6kmkucHSU0zpAEPbzW6QTQ5dneB9tJ4p3eylgpNEhIBy+oG0Rw/tV03PqIndJdtsHZQdE5KhTV+QDxTd95SeeDeNyC+Arf9SuoFpeg1pL+L8+XNLcxOnbYeul1U4oFSo8avlf7u20S5nTpASAJRlSNNPouvpUjTlys/IoioUHZhWRBb45Fba/JGiwZqnspvvK4Wt8j2yz6CUTI0Uje0rXVttZ2THhPoSdT+jm0w2nD+E0vsqyZA24qOBnshKn8xS2qZ2UCVmt8oebNAERPOEebmB8jODou0pwqeJwNG20te0ny2dK8XGNIqNihLmzw+LtwXKfdI0Ud7eB0tyI5WipoGSQNA9X4NGilILpfnQusfGRdvTw0jNuEJjvTS6TelZmns+9YLRjPMjB0onvKR5J0HbSnvctJyfQ2gelFMTcKkUbb2rFHncdJ++h1v/PXIxInnURqIWO+UNZcufJfvbtdE9oNy/TVP2nJr8anpDUrq7dAxK0leOqOtjNpIhQiJFJEMazAatoR2Xa02pUzpMaQpJkSlCLcPhMD/JEBGSnWpliAidnOb+lNwsSYaIkBSZkSGJFJEMERIpMgdGiRQllSFCIkXap1/muhCJFJkDY5KnsyEpMiNDEikiGSJCUmSmSkmkyPakPyRFZmqsRIpIhoiQFJnr0yRSRDJEhKTIbNIqlaIG49CFzhczMiSRIt6AUvI025SgkBSZa9jqJUXm01jJZIdkiAhJkZnuKBnDzG1CryEZ4kikKKkMERIpIhkiQlJEMkRIpKh1oPI+IZEikiFCKkWEZHwxx/qQFJlrVSRSZDbGlIzzJEOERIrMbUJS1GLMHSRSRDJEhKSIZIiQSNHOz608n0JSZEbSJPcJU4LqJUUaTOlI0gtKIkXm2t8kcxYNVQmRL0pkyhDhkqLZ/rRVhkJRIlOGCNeOcw0IviiR63cuKXJFhXxSZMoQ4ZKeWskQ4To5XfvRd7M0ZYhwSZErTc4nRaYMSXANiD4pqlaGCJ/w2H7nixK5Kof5pMg1INZSilxpcj4pMmWIcEmRa92IT4p8aU8uKXKtE/RJkSlDhEuKXBUMfVJkyhDhkiJThoiQFJkyFMKVJueTIi5DhE+KXPKjzeGvtRS5UlN8kx1ThgiXFLnWfvkEx/U7189tMkT4pKhaGSJ8UmTKEOGSIlOGCJ8UmTJE+KTIlCHCJ0W2VHXfOOMa67VFYXxSZMoQoYkUET4pcv3OJUWmDBE+KTJliHBJkSlDhE+KbDJEuKTIlVbou0+45KeWUqSNDrkiMCEpougQZ6a/wTn3dFWH9c1ZqokOATWIENmkyCVDhClFoaiQS4pcMkSYOy70dMwmPqF0OlOKQilyNilyyRBh3hBrLUMuQpNl283SJUMuQmuGbFLkk6GmkaI1UhR6OmiTolrJEGETH58o2aQo1FvGlKKlllTw6WAtpCi0ZsgmRS4ZIkwpCi2it0mRZA2IKUWhoik2KXLJEGFKUajHlU2KXDLkwiVDRPcz81Yx8smQ7VwJrRmySZFNhgibFIWkx/Z7X4XDeqfPEbbJjkuGCFOKQoUwbONaaKwzf++TIcImRbWSIcImRS4ZIkwpcskQYRsLXDJEjO3vXCFGLhkibFLkW7drG29CY71NinyVzGxjgUuGCNs4P3IguyI6xLGJTyh6JE2fI2xS5JIhQrumyCZFPhkiTCkKrbGy3SdC0lMLKaqVDBEuKbLJEMeUolD/QNs4VK0MATVKmeNSFJIhgqRImiLHpWj0+u6gDBG046QpclyAtItXpeuFuBSFZMiknjLET0rpJJnfLCUyxKNE0gIKXIqkkSEuRdL8cS5FtZYhgguQJE2OS1FIhgjNmiKiGimSFlDgUhSSIYKkSFpRjEuRZkE8SZG0giSXopAMmYRkiOBSJJEhHiUKyRCHS5EkMsTPFWkBBS5FPhkiuBRJI0B8O0m591pIkWThMp/shGSIkK4pIvj4Jh3raDuJDBFcimotQwSXopAMESRFIRki+JgQkiEbIRkiuBRJihjxcUc61nMpkpR15lIUkiGCj/M+EeJwAZKuL+JS5IoOcbgUhWSI4FLkig5xuBRJZIjQFlvg9wmp7FQjRbWWIcLsBRWSIYLmn5Jm6kDlOFQLGQISlt1+2Zv/zPpzbUUeTdlBolmxeJ7QVpJLgnaxMgCkFvXVXJKgjQwlqTKjWSQHuBvX+khSTU5TOIFQ9xmqQ46uycwW/THpOKHfX9pruHGyqCqeAOirRJ16ta5aDgB0HtfvryRlmbVFU5KUvdZ2+tY29CUmd+i+W5LKR9qqV426AmEAgGbl/SvJcQf049fWz55Qf0aSkvpakoxdWmED5EJEaJueFhozaJjSpZFJH6xytNXkAP2Y0vOo/sHn8EFd9DLJGKxtb5EU7X1CKwaAvniCVLZNTr9WXhwMCPcGtKG9T7YO6O95SaRDWoiJo22l4bp/f++zv6X+7JoVVdBOpNqfHMGWf9bdVFsHCurPWewMpwyZbPjxJDb8WH6GrX9iVi0305ubxJWugNLTOO0TOQBomFrAxvvkN/CN942p+z9NXNGgKrvZ9/0Jddf3JDIEyJ/GEwO3rldFSzqez6P7qO7uLWmIypnrKyKd153DbWfS6io2jZNF9c1Iy5lbGnH8p+Wj15kjXUgrK3j3PJ5XT3Jn+9PqCe7shgaV4Jw93CKKjnBmtqZUg312sphIugCg86R8YryUBdpO6+7FnceLaFe8ppAF5ntUH4F0rqhqJ5BrTYmrhnKaxnMq8WwdKGD05boS+Uv93apxyJUC6WPDjyfRMK3r6zPX24iJm7apXlPo7lSJRNex2UR9kDQkkaHprSk8/1PKCW5Pi6r1RuNkUTU3AIDZLc0qwek+uqBujdA4nkfvwzqJWFhfxML6JBkL8m1bBwqiiDAnM4eKJrwhJnc0qucSQOkc00Qgu5/Ki7OsiL4Hcqo5SGZWd48EStkd2vNlZH+DqvIgUGq4rumtN9+TqmmLnpoIURIZIqRSxI02nSuKPpMfdKkU8QFIMhjxsLZUiqY3ly9EyY2Pi5BGivjTMokU8W2kUsSfGEmkqO/75feVSlFSGSKkN7KBW8sDnUSKePM66Q1J+/SHd9mWSpG0FDOHh8+lUkSvkTaJPHNLOfVRIkVnjpQjQ1Ip4qlsUiniabtSKeKTaImAnD1cPvBSKeJpZhIp4g0Y6ylFPOIulaLO4+XtJFLEJ0RSKeJjgmTA56llGiniUUGJFPGxSypFS/3le5ZkHOIiJJUi/r5SKZrrLV/DUikqdJdPXokUdR0rj6lSKaLtljpkk9wkMsSRShFfO6jtRyiVotkt5WtdIkXdR8vzAukkl28nlSIuQvWSIn5tSaWIj28SKeJLJzRSxM8xiRR1P8X2sVCK+h4o34skcxCeviaVIp4BIjlfRvY3VKQvSqVoYk/5u0mkiPfhq5UUVS1E1cgQEZIiV3jP99m2gx2SItvA4xuMbDm+ISniMkT4bnw2AZJIkS11wCdFtt+FpMgWPvdJEZchIiRF1coQEbqRcRmSYOvkHbohmTIUkiMuQ0RIikwZKmTDA4stlzgkReZrQlLEZYjQRIqAsBTZih2EpMi2hjEkRbbJs09AuAwRISmyFSLwSZGtG309pMiWfhySIi5DhE+KbOdrSIpsY4FvwLets5nd0KBupwD4pcg2doWkiMsQ4RuHbAIUkiLb+4WkiMsQEZIiLkMSuAwtv0dAiszfh6QoaWTILNoSkiJbdcmQFJn31ZAUcRkitKlwoUmu7fe9Dy8kihZp8Y1dtmsrJEW2cc0nRbZ15BIpsp1jPiniMkSEpIjL0PL7eOYgtrU8ISmypcP7zhfXOq6QFHEZWn4vjxTZmpLXQoqqmm3WQoYIlxSFch21A6FLinwDju13vgWPLimyyRBhu/H5xMf3O20etU+UXFKkzSW2yRDhkqJayRDhupG5ZMgVJbLJEOG6Ibnkx/VzmwwRLinyRYZcA4tvYaVLilyvcUmRTYYIlxTx6BDHJUW+cthJ1oi4pMg3YbYJiE2GCJcU+UpV26TIJkO+7yTBJkW+tZguKbLJEGGTIt8EyCVF2gdjoaID2nYKgF2KfGOXS4psMkTYxiGf+Lh+p0nDI2wyRLikyCVDriiRTYaW38shRa6fu6QoqQy5cEmRr/+YS4pc91WXFNlkiHBJEY8OVXy2Y5IbkiWXFLnkp97pc4BbinwP+TTpc4BfinznmE2KbDJEuKTIJkPL72eZg/gKG7jmy761wbbzIlTUwiVFNhlafk+LFNlkiKhWihLPOGspQ4QpRdKFX9pUCVOKtAOEpPqLKUU+GbIhiQLZtgnJkCk/klQ6U4pCMmRGiXwyRJhSVGsZIswbWSgyZEqRT4YI84YUigSZv/fJEGFKkSRNzhxYJFVmzEEk9BpTinwyRJhS5JIhwpQiScNUmxSFKlyaUiRJq9IKiClFkmamXIp8MpT0OxFciiSFaUwp8skQwaVIMvExpUibOi2twKZtpwBUSpFk7DKlyCdDNiSpceY2obHOFiXyyRBhSlEoMmRKkU+Glt/TkJ9Q5MiUolrLEGFKUagZM7BSikL3VVOKfDJEmFLkkqHl72BMcqXpdKYUhaSnFlIUur5MKZKkgZtSFKoybJMiyTmmrWpoSpFPhgjtumZz3iwplMTPD2mFP1OKfDK0/N5MinwyRFQjRYlmnfWQIYKkKEkVDM1CMZIiqQzRdpqy1yRFUhmim55mnRDfVhoZIgnSFFsgKZJGhkiKJDJEkBTVS4YIupFJ0+RIiiQyRNANSbpmiLaTyBBBUqRZM0QDi6bkJg0m0teQFElkiCApCskQQVIkkSGCS5G03D9JkWaNCQmILzrEISmSyBChraq0GoUWgLIUSWSIaD9dVD0FJinSjkNSGSLomGsrCWrGLpIiqQzROKQpnkDbSsc6kqK53kaRDBEkRdI0OZIiiQwRJEHStUUkRfWSIYKkSCJDBEmR9L5K8wOJDBEkRSEZImiSq11AT1IklZ1qpEh6fZEUaQoFkRRJW67QXELTCgYoS5EvOsQhKZLIEEFzEGnZa5o/a6rGas8ToCxFEhkiRq4timSISCpF9Z15JmQ+wcWiHRwBoP2ssprHN8+qP2N0n24iornZERN7WjGxR1daO0k1Ma2o9H/yMfVnZGZ0Ipwk/QPQV5/r/7r+2Pc8pktdDHV6tqFtNAcku1a0eemZGf2NMn1yQLX9lm/py6AWsil1zyVtSXkAyLXqKmRN7lF/hPp8eebnkvUf0AxEgG7QTormQQsATG9LNtSN7FeW1v78GfVnFNt0lVY6T+qqwiV5jVTmV7zuTTtV248nOO/NBqkh5rZ1qD9DW/IbANIz+kE1SelrLdr7/VKCnnRAsn5OWrRjqubBDKFtC3H0PyWo+Q2g5zHdfTLJnE0qQ4T0QSFn+EX616xGq5IkJIsQLSqe/imiQwDw7M9vBACMXqPfYZr+E13Plk7G+Y0ykWgYLUUvsgPj4s+g/j/SyBXVedeUNOW9HaRPKGg7zRMNEogmYR+orX9VkqHU08+LP4OOhVRUSYaSSlHDnOxv2fzPpUlO29Eh8Xunc6Vzse8B2Q28++nSwLjxQfk5nDp/P9U8QKAbpKbaXdNE6btJ1+J0nCjduXf8i/zJ7+6/eBoAsO3Op0Tbb7q3JEO2Tu0ueMM3aT8z2l+aRr10/vb+SDbg5TpLn7HUIj+OvBm2hJGDpe21UsQbA0ugv71lWC7EbWcXVT1Bdny5JEPSpp3EglLsKHKnlYP1P3hBvG33Q6UIf3pKNglb7C49MFvKyodu2pZeG4L6fo3tbcDYXvnDAHpwII28P/dzpTHl5GvlD/PowZ/0AeDiutKTfs35SDK07Wty6d75mdIY0fi8vBnnwrrStai9r2qauVMfmIndsogHRfellUOJmc2l9+9+QrY9b8AqhaJQ0ggGPfjSiNqWu0vHXDqnoPvq0I1LGLpRfk+m81E6lx67qjQASZviAsDUdt3DHJIUScN4QpMFQlDPJE1mS8+jKVUPUm3KIJF8DZHgQCaVIaJeUkQyREiliJBIkdkMVVv3XSJFtkZ3Ickxfy+RIjOaEpIikiFCIkXmMQhJkXnDqpcUkQwREikiGSJCUkQyREikKGVc7xIpMp8WSaSIZIgIDd40aBMSKSIZIkJSRDJESKTI1v06dIM195dEirRRZ5IhQiJFXIYkneZp0CakUsRlSNIc1vzbJZPQtrPlyIVEikiGCIkULXaVv7tUisy1XRIp4pNhiRSRDBFSKSIkUmRuE5IiWxNkiRSZUdSQFJEMERIpMiUoJEUkQ4TkfDQjQxIpIhkiJFJEMkRo76sSKTKbYoakyJQgqRSRDBEhKapGhoiQFJlZABIpIhkiQnMK874KQCRFGjkHyjK0/LkCKUoqQ+XPCEsRl6FCRiYrZgNZiRT1PFr+bhIpSipDQLVV5jxSVK0MEbWWIlOGCJ8UUXSI45MiU4YInxTZugD7pMjX9VubL+3b3pVaJo0UET4pcu171+TSdaOqtRSZMkT4pMiUIcIlRaYMET4pMmWI8EmRK3TukyJThgjX4G0O2oRPikwZIlxSZMoQ4ZMimwyFcO0vnxTZzldflMiUIcInRbbIkE+KbIM2EJYiW2TIJ0Wua9U3+HMZInxSZMoQ4ZMiLkNESIpc1f98UmSbBPukyJQhwidFNpnxSZHrd9JIEccnRa6UUpcUmTJE+KTIJT+un5syRPjOR1eanE+KTBkifFJkyhChva/6pMiUIcIlRS75CUmRKUOES4pqIUMhXCnRPikyZSiE674K+KXIdv755tGmDC1/vkeKqpWh8me4pcgWGQpJkSlDhE+KuAwRPimqRoaAWvQhshzMWskQUSspcskQYZuY22SIsEmRS4YImxTZZIiwSZFPhgib5PjEx/a70DobmxSZ0SGOTYpC0TntE/cNP55MJEbS9DnCJkUuGSJMKXLJEGGTIpcMEaYUZWaLwTximxS5ZIgwB2/XoE3YpMglQy5cMkTYpCgkQ7aba2h/2aTId57apMglQ4RNinxpcjYp8g3aQEmKbGLkS5OzSVHoGrVNAmwyRNikyCVDhE2KbDJE2KRori8V7A9lkyLf5NcmRS4ZImxS5JMYm/iEoke297NFhzg2KQqtr9P2d7NJUSgSZP7eJUOE7XwMrRna9rWJFWLkkiHCdl64ZIjQ3ldtUuSSIRch6bH9fmZzo1OGXNRahmxRotD6UJsU+WTINpcI3VcBuxT5ZNw2j3bJ0PL3sEhRrWSo/BkrpciXJueSIpcMETYpsskQYRu3q5UhoEZFFfjBrLUMEdVKUUiGCD5B98kQwaUoJEMElyKfDBFciiQyRHDJkUSN+DbSogNcinwyRHApkqYq8gmXtiqgBi5FrugQh0tRSIYI6ZoigktRSIaIJEVJuBSFZIigwTs0aBNciiQyxKNEIRkiuBRJI0P85ipdhMqlSCLtXIpCMkRwKZKsGeJSJBm0CS5FkjVDXIqkDyz4ZMAnQwSXopAMEVyKfDJEcCkKiRCHS5EkPYpLUUiGCC5FkogOFyDp+iL+viEZIrgUSYuNcClyRYc4XIqka4Vou5AMEfx8TFJAISRDBD8/QjJkIr2vcimSyBCPEknT4vh2UhHiUaJ6RYa4FEmL5XApkkSG+FxCc1/lUiRJk+Pz6JAMLX8fJkW1lqHyZ5SlSLJmqJApVohRSIYILkU+GSL4uF0LGQKAVLFYVM+eXv66P7H+vPVZ+YJCQC5DnPVP6Cd7TeP6Si6aBfQAMPCqzerPaFEUgQCAXOvqFAWU9Bwx6f3sv6q2n/uJferPaB6SL9Inzr1YXwFGW01wbvcG9WcsrtPdvJJUcmk/rX6JuupRrjUtHriJzDHdF8vv2araHpBPpCo+J0FhLU0pdgA4e4vuuAO6QhsAcOb2ZNWeOo/pvluSQUj64IDQVnwC5KXbiYL+kACQT4qJYlb/QfPb16lfo2XwpboeeYB8ksOZVbQUAIB1x3Tv33VsVixERJIxRfKg1GTq2j7V9ppiMYT0gSyhab1AaCt0Au6GnD60aXLaaBWgF+GnfqlN/RkAsONLuv2sKZxANE7oPiNJlbckD1qbE4iwpngC4JbN7/zzf1Z/ds1m2IXGFKavdrQSd7Dl27pSoL2PFEQRFZPBl+pOsOxsHovb5aH+JDLUNrCkKofZ9dAANtyrL/08uSuFyV3yk3L9w2PovV/enwgo9WZa+jdXiLcff/1+LKzTresYvi4rfopJLLU3qvp1AKX+VGdft0W8/ZPv2YQTb9CdX4VsWlVevHE8r75WGqdSoqfknFRe128nCfm2DOZfvFP1mvmNugnb1M6WRKXFtYNEZg6Y65VPcqe2Z9BxXPeddn5hVlVV6uzNKaRy+tv6+kcaVCVau57Lo9Co21/Z2TwaFEI015vFxF5dyeTBm7qQUcxx+++fw+b79PVst31tAkvr28Xbz+zbiNnduvSx6at7kG+TX48NuYJq/wJAy5PyinjE5vvmsOEx3T7TXo+bvpdXLz4/c5tuwjqxO4vBm3RjyvzGVszs0z3InTjYrxKJ2Q0NGL1GJzeDN7ap7l+ZOb3cZGcL4uwBovvxSfX6nMwsMLZPfs+f680mut9ryrefe3Eneh7Sj40Ns2mcPiJ/3dT2jFpu2k8VVHLb8Xxe/TCLN52Wsul7+s/R9KMDSr3Chq9L1k7CRk2EiA+MUimiJ1/SiV7vI+UbfUOuKBaj8b2lP1EqRdnZ8k1YI0Ua+FN47YWskSIuQhIp4t3DpVLEG9VKpGj89fuX/1sqRfyEl0rRUnv5iZFUiqhZLwCRFD35nk3L/y2VogJLZ5FIEW98Jr1WGqf0T2VSbO4hlSKKWJpd1F3k28ryIJWi6cO7S9sLpYh/F821Rb12pJMK3hNCI0UAxFK08wvla0siRWdvLn93jRStf6R8vCVS1PVc+WSRShG/r0om7TxFRypFfHIrkaL++8sHUSNFfC2JRIr4BFoqRdqHi3yfSqWIZGjnJ0+IP4fvJ6kU0XUojVhv+l75XJFKETVRlU6OJnaXt9NKEQCxFE0c7F/+b4mA8HuvVIoGbyyLoOT+xe9dUinia5ukUsQjMFIp4tetRIr4faJeUsSzTDRS1DCrm17zlDepFLWf0j0A4RkNUlkhGdp+l2wetel7+YprWPo5JEPSiCJvnFwrKapaiGwDYuhmbqYBhCZ6XIY4ISkiGSJCUsQHbSIkRdrokC0lKXQhdz1U2bBSIkU2AdJEioCwFHEZIjSRIiAsRbYT3SdFS+2NFTJEhKSIyxDhkyIuQ0RIigqW3H6fFNm6QIeuFVOGFrvCkaKUZc4RkiIzfTMkRVyGiJAUkQwtbx+QItt3kAySZuPR0KTC1iAvJEVmfndIirgMEZpIERCWovWPNFTIEPH/b+/P4+Q6qzt//FPVXb1vUltqWYsleZGNHRswxiyOwJglJKxJht+LzARCMuQVIJPkRUIIyeT7m5mQhfkxkOGXyYQXk8yEMGF+JsmQhGDAGGMWgyHY2FZky5ItS9bWWlq9791Vvz9Kp+vUU89yzq2qVkt93q8XuNV969atW/c+93k/5zzniUkRlyEiJUW+djXWaffNa0hJka9TG5MiLkPE1gfT0SLN2jSAv+OckiL3+ZmKEvnOZUqK3MiQRIp85yYlRe79l5Ii3pEiUlLEO0ZAunPEZYhISdHc5q6aOa8pKeIyRMQExNfmpqSIyxARa798bVdKinzV79rHl6Ni5EtHS0mRJrIL+NuJLFIUw5dyL5EiV4ZSUSLf/J+UFLkylIoS+dK7U7LiRoZSUuS7fyXv40aGUlLk3vNAY6SoLiGKPQhDUhTKid72jQVvZy8kQ0RIilwZIkJS5HtoEyEpaoQMEaEb2ZUhIiZFMfEJ/Y1HhzghKfLJEBGSIh4d4oSkKHaBa9PngLAU+WSI0KTPAWEp8skQ4ZMinwwRISmKRYZCUuSTISIkRaG5bCEp8skQEZIiV4ZWtg9IUUzIYg9JV4aIUKcitlp4SIpCk11DUuSTISIkRTw6xAlJkU+EONoVzkPPgli76uu0xyZ5h6RIO8LvkyFOSIpCMhSKEsU6zCEpCj03Q1IUE5/Q30JpcjEpioliSIpC911IikKdKSAsRb6OERB+dvhkiAhdR7HiP6Hv2CdDhE9AYgNQISnyyVCMWNsVkiLporGc2NyckBSFZCgUJYq1E1opCkWJYvOPY1IUigyFpChWDCEkRaHIUEiKYnNdQ7ISSpMLSVHs/g29T7EQTpMLSVHongfql6KmztJ3G3fJBFHtXAmgVopCMkScvr2gnlfkSlEjZYhwb+SQDBE+KZJEgdxtQjJEuFIUkyHClaKQDBGuFEkubFeKfJEhF1eKYjJEuFLkiw5xXCmKyRChmVME1N4nkjQ5V4piMkS4D+pUYQ9XTGIyRLhSFJKhle0dKZKk7PkekiEZIlwpinUoCFeKUpV/XCmKyRDhSlFIhghXilIyRLhS5IsOcVwpiskQwTvtkopXrhSlZMjtaKVkiHAFIBUZcqVIklLlSlEqs8KVIklqnLtNas6QT4ok6YSuFKU6pa4UpTpTQK0UxTpGQO0zJCZDhHs9SSqhut91TIZ8SFKUXSlKyVCWtsuVIokMuVEiSaECV4pSkSFXiiTtRL1SJCnG5JOiVJqcK0WSynCuFKXS5Fwp0hb+2fzIbHLOkCtFkvvXRTJfyJWi1D1fL5mFSJo7To28ploOdfZS0SEOSVFKhjgkRZIHN1CRoixFFKTQjZySISJLoQWgIkUpGSJIiiQyRJAUpWSIICnSWD5JkUSGCJIiiQwRJEUpGSJIiiQyRJAUxaJDHLpPNHOGtIUWgMoDW1rlkARFIkMESVFKhla2vyBF0vlLQPVDMiVDBHUsJB0KgqRIWgaVpEgiQwRJUUqGCJIiqQwRJEUpGSLouSBtU7NAUiSNDFGHSypDBImANE2OpEgz6Z6kSDpniKRIUzyBtpUWUCApkqQQckiKpJ1RkiJNZ4qkSNoxomeJRIZcpMtCAJXvXCpDJB+aIjYkRdLIUJa2i45LExkiKdJUbSMpkqbJkRRJy4QD2aUoS2Xalpm8eM4QSZG2THbPsaJ4zhBJkVSGKHqjKZ5AUqS5f+l9NMUTSIq093wWMgnRUrfuZcVe/crY+SV9xy1LBbqjb9K9j3b0BwAmd+u2n+vXnd8rvnUSV3zrpHqOkDYcrq0+B2Qrr60lN68vq+5bYDLF8bfq0uc0MkRI1/YgpBMdOQv9OVF0qB40okKMvvY61fZnX6Qvg7rQl/MujhxDWx4fANrGdJHuLOt0aK+VLd/KNv5VUJbn1XY+WxaLqo4OAMxs1333G57KdsFrK9A99zZdGwEAx96qK8ncPixbk4ujqVYH6OdKERsO6MolZ1kaQDtKPHqD7to6/bJ+lQytvO6u5g2UEto2L0tp7Tnlwq7l1+jbL225+yyltbVoZWjw4RZ18QRAv/yCtngCoB/81KZJA0DXaf333ntM31/T9lW1jkJketV3PvcBdclGzXoSp+4ojwaM3KQvcyhZwJCYGyo/JH2rtfuY3VS+ITUdJJKh4ZfJPguNGGka18lbhjB5yxA2PbqETY/KHvx0niZvkOffD9+5UdUg05oQ2nWg+CKWKa76x/LaV60j+rKQmlEK2rb3iOyWuerL+pueOpLSkqM08qsd+W6d0UXHus6VP4umUZobzKtLpwL6tbY0D2++bV54iVHjrfns/YfKw56Dj8uGP+nBdWqv/N6i+7D/kOzzDz1U/q+2g6QV58kd5Qf9uZvlQtwytYD+g5Pi7VcWBD6mOzjtwpiENPpM6x9p1hGhbaULMXY/Ux6F17R39Lknb5Ot57W8pbx4asvUAlqm5GIvXRDWRTNSPnJzAXnF107REU1bP/TdcfX6RFNby59BOphJ0QtqWyVQmy1tu7qGi1XvJUE7WAQA41eXP/upV8j7Eto5wNRuafqdPSfn0XdU3u/Urr849rwSxp6nlwga7JcOlGeR2qkd5etQ2hbRPXj+BnnwQtPGEyQq/Yfl171mWwDYcHAZ3/ncB1SvIeorqiC4OLuOV0azJFJEMkQ0S4pIhgipFBESKXIveKkUERIp8i34lpIi9/xIpIivNi6RIneBPIkU8W0kUkQyREg7CWdurdzIkgelu41UijS4o+opmXBTZqRSxFMUljtzSTFyH9gSMeDioS2dCsikiDre7vtJjomQdiwIyWcnGSJSUuSO4kmkyL3/UlJEMkRIH7DaUuz8OwFkD0ze4ZZIkfsdSKSIb9MsKXIXg5V0RNxtUlJEMkRI2jvt5yUZ4kikiMtQ/zP6ecASKeLnSyJFbqpYqq0f+u44hr5biYxJpYhkiEhJkSsoEinSDGABFRkKvacPLkPuvRyCZIiQSBGXoQVBQMZtryT9zp6TlUilRIqyyFAWtJlP9ciQFPfek0gRb9ulGQFu1EYiOnybDQfT20u2iVF/2e3IxclliGgbnQuKkStDRKOlyJUhIiZFFB3ixKQoZP8xKfJ1OmJSFFv9WhopWtlXRIq4DBFnX9QdFKPQauExKfL9LSZFrgwRrSOz0Y4ClyEi9qAM/S0mRdroUKhB0URYgLQUhfK1Qw/b0IM6JgY+8Yh9jlCqVEyKfA/rmBTF/haTIl9oP/bZXRkipJEiIiZF2pQZV4aI1INWW4o91IGKSZGvox2TotC5j0mR72/NjhQRMSnSrkbvyhARa+t8nzMWJfLJEBGTIl9kqNFS5DtfMSkKzZsJtedchDgpKXJlKEVITGJS5GufY+2WK0Op9wb8kaGYFI1f3VojQ0RMinyRoZgUhdqpUL+z5+R8lQwRMSm6mDIUixI1SoZibU3onotJka9NT0lRKIUtJEX9h5e9f4sJT70yBDRqYVbPxemTIY4mhQ7ILkWaFDrAL0U+GSJ8UpQKhfqkKNbZ8ElRTIYInxTFzodPinwyxNF20HziExMlTfocx9dR8MkQ4XtQpkYUfVLUKBkifDIRm1AdkqLU5FXtCKSvcxoTD9/nSM0b8UlR7CHte39J9MjXuYjlOfs+e0iGCJ8UxXK8fVIUu9d8UaKQDBFtEyXvQ1dbij01mux7gMY62D4pSkXnfOITE6VGSpEbHeL4OiOxDoovShSSIcLX1sU+n0+KYjJE+L6zWJpco6Qodr58UqQpIgCEZYgISVFMhnxRolSUxidFsXbZ126FZCh2DLE0Od+9HRKhFLE0OZ8UaYXAJ0IcnxSthciQr7/Y6MiQ7x7SFnU4d3NndIAr1JfRzudJRY584tMIGQIaWHabS1FKhgguRaHoECeLFAHVEhCKDnG4FMVkiOgcKaonXnMpkqSjZJ2wyaVIIodcilIyRPCOWig6xOECJEml2/TDxSoxCkWHXHhHISZDhCbPnOBS1GgZIrhMSKpLcSlqnZFX8uEPX0kaB++kSsRDG/ECqqVIksbBj0Mzv4h3LiSTPvlnT8kQwaVIMuGVS5Fk4EE6n8iFP3y1pdilqTX8QSpJweJSJJ2/xQVIkkqXVYo4MRkieGdEEhniUpSSIYK3dZLPxaVIIkME/+4kc4aySBFHcr64FMnKS1d+TskQ0XFmpkqMJJEhLkXSeTy83ZUMUvF2KyVDPiRzhvg9LpUhHiU69mP9ojlDXIokQsD7nCkZIrgUrQUZIrgUaWVoakdelCbH7yWJDPEokXS+kNunkcgQFyDpfCEuQI2SIQDIlUqlTN/yy/9f/yX4t55np1T7OvpG3QQ7bdSHOHGX7qNuu18/wfDMbbpOSd8h3f6H7j8pig65aItg9B4YFwsR0f9MtmiOhs5j8snXxMnX6j5HflEvR6mVmH1oq3GlVoV3yTLpEdBPVpd2iokNB+bVVcW0lY86RoqZqiVJ1gvjhBZKjaEpngDoV3Afv66YjA75WIyscO9DG1UE5B1QQltNLgvtY/p7t2VqQSRD9bD9HtnAD2f6Gl2VLOngJWe5p01dQGH8Gl26Ye9zS+q0Qu2cwCu/ma2SnrYSmaZwAlAecNDeWx3KAdliQV9tM8uA4VKGR1DPcV0/TVM4AQAmdnasKRniDD6mlyEtocVeQ2j7jtQPzFrprRGselGF0BsuduWDK//6mNrdoxacuf68ujT1ciGnLjs7ukcXkZre0oLu4/KL55r/PaouZb0aMgToH6wzQyWcermuY6xdHLfYllMfl1aGAGByVxHT2xQV1TbqP7uWtokSJnbqytdrxQYAWmZLqrUxsryPJBrMaVksqUXl/I36a/6KfbPoPKupqpVTlxc/f2MX2kfkD6TBfYvqgYYskaKRN89i4jU689r0sK4z3XtsSSU4yz1talnpffy0avueJ0dQOCVfP4XQzifS0nOsiLGbB1SvKbW3qATn2BtKeOqX9OWlh1+iu+aXulvU96+2VPZSp2yCPtE1XKxZ5FfCwgZdG7zYl1OnmLmLh6fQylDLYkldxji/WFKXZe4YKenl5lndcS0XgNFrdd+Ju8BvilIr0H9I9zzZ/YV57P6CrgR9blH33GofW8bgPl37qC3fvdCfw5KyiZgfaFlZU1LKYldeVWF2uZDDcqBfm1WGgAamzAHV6S0aKQLkUZ9udoNJxYifOKkUdR0vN2JSKeJrgmikCJCv76MdacoKhfd7jy2JOrszQ5XvRCoGJENSKeILAWulSAMXIYkUzW3Uf3ZC2tHlIXSpFFHajPQ7BMoyRDRLiuYurD8pXUCZry0m7VTR9civyxQ8+qaRIkC+5hJfbV4iRfxhp5UiTXRs5M2Vzy6VIlqgWSpF/PqQSBEXDqkUkQxJpajnyZGVn7NIkbbcvRTeaZFKUaldd78ee0Pl+tNIEUXFzt4qG9Tg6x9J719aUFQa8eFRCIkU8dQyqRQtbOhYkaG+o7L2ga91J5Uiutal2QBZZIiQfh/aBU6BsgwRUikiGZK+H4/ySKRosasVi13l76HnpOx5VcowzslFaOeXZHKbU0Y3+VQDqRRRuyJNyeNp3RIp6hgpVl2PIWFx0S61wfcrfQ8pTY1ppaRoandP1b9TUtQduLG00aKUFJEMEaN7WtTRopQUXfO/qyUoJUVZZUgbHfI1RuoIQEIMXAlKSRGXIUIiRdrokE+ANJEioPFS5Gu8UlLkm0OQ+g65DBGNliKSISIlRb6FllMPcVeCJFLk63ykpMhtiFNSxGVIgu8h12gpGnnzbJUMESkpIhkiUlLkuy5iUuSLvqSkyJWglBRxGSIKpybUYtQsKeKkpMiVoVSUiMsQIZEiN0UwJUW+xWBT9++Sk7aZkiJtSpZvnk1KinxRoZQU+Rb+TkmRe42npKgeGSJS34fbH5BEiTo8gz0pKXIjQykp0qa8kQhVHVNCilwZkkSJfFGhlBS5MpSKEmnXdew5VqyJDKWkSLuoa+haTAmLK0MpOWq0ALk0TIhCHyQkRa4MEVkqwwFhKQqdwJAUuTLECUlRaMX4kBS5MkRs+p4+hS5GI2SICHV2Qx3OkBiE5Of07QV1Cl1MihohQ6m/8egQJ4sUaTu7ISmKTagOfYc+GSIaJUWuDBHSSBEn9BAPXYsxKYp1OkJSFGpTQlIUkiFN6hzRKCnyiRAnJEWuDBEhKcqSthkiJEUh+Qn93idDnIspRaGUlpAUhSJDISnyyRARk6LQfKmQFPlkKIUrQ0RIikIyFIoSxYoOhKQoliIXkiKfDMVoH1sMXtuh9qkRMkSE2tNQfyAmRT4ZitH3bDGYJhd6/5AMhaJEPhkiQlIUigyFpChrilwoMhSSopAMhaJEsRS5kBSFZCgUJdJei0A8RS70+9Bzt5GSVJcQUa5eyuq06XNAbbQoFB3iuFKUOlHaOUVArRSFZIhwpSgkQxxXirJEh7LMG0rhdm5So++uGEiEx93GFx3iuFJ08rUbM80bSuFKUUiGiCxzitzObmoUx5UiSXWpLB3UeqUoJEPE2J58jRjFHuBA7UM8dS36/i5JS3GlKNWmuFKUigz5pCiVAlGvFKVkiHClKCRDhCtFqWvNFyVKzc1xO46pSJD795QMERdDilL5/a4UpdLkXCmKyRDhk6JU8QhXilIy5N67S125oAwRrhSlIkOuFGWqwCaYL+RKUUqG3CiRJB3UbacaKUMhUhGa1pnaOUUpGXKjRJL5Qu5xpCJDrhTFZChEKk3OlSKJCLlRIkmKnCtFqciQ+9zQzhcC0pEhV4ok16L7zNSmyPn2Efp7PfOHgAZEiKQfbvSmvhUxCkWHXEiKJDJEZEmfIzGKRYc4JEUpGSK0c4qAihStlgxJ83apkyOdn5FFDEiKUjJEkBRlFSFpWhxtl5Ihoh4pkub5khRpSgjzjmosOsTJKkUpGeKQFEkf4NSxkl6LmjlFHJIi6UgUSZE0TY5LkTQfvJlzijgkRSkZIkiKpOLNpUhaqIA6kdK5QrSdVIayUo8USTsvJEXSOUMkRRIZcjnx6n5xJT2SImlkiO7dlAhxSIqkaXIkRVIZ4lEiTfEEkiJpZIikKEt1w2bJEJdUzZwhkiJpZIikSFs8AZCnyZEUSWWIokSlVvmcIZIiTVSIpEg7XwiQp8nR80PanlA/Y6E/17A0OR/07JT6Am0XK54Qeo96WPW6eNpo0cBB/Y0z159Xn5zrPqMLd2aZU7T9vvrWZFgraDtjp17eqk6H6z5wRrV91kIL2lKt2pSALFKkqZYEyNZ1cek9tiSWISK/oNs+SzRKup4EoT1XM0MlzAyV1CXMZ5VCoV6weKSkrhi04YDuXM0N5sXRIY50AjKhrUo0s71bXbVNOhhFaK9dIFuhhSxoR3K1bZ22LP5Tv9SVqaR4UVmK+/zz9YN92jlDmx/RXe/je3rVleQAfZpc7w+Oq7a/Yt+sWoaG9+q2H/rueN0FFJpBfrGknjOkLQuvbeMAnQwR2j7gxO58pjlDzWSpK1uanPbamtyRbd3ReqhbiPKLJfUH1YbMCspyj6XW8oJj2jr7274uL1k6uF9evQuodF7mt+g6StqR+bMvaM20gK02qnTld+SffeAQ0PdsCX3Pyr7Hq//qBABdCd1iISdaUJNDMsQXV5UwoFg7qveIbBE/4uwLyy3/1Hbd96FdT+TsC1oxrXgPemBoOpbTW1rQNSzffvsD5c6LtMobDUq0zso/R8f5HDrO50QL9RK0QJ22PdGsJdIxXlSt25C/sECvRoq6h5ex+e90nb2tf6UTFVpjiS8umqLr+LRK6un7GH6dbrHqmWt0EeRTrxtSreWlLUcNABueWlKVQNaWSz79srLYDDwu71H2PVlQDxSRzEvbh2M/Vv7vxHXy58jmR2ZX2ggJtK1mkKXn5Lxo8WvOyM26ZQS2f+4IAKDtafnz7eQdnZjYLW8ftDJEa0du+oFuEGDjgTnVOkD0XJN+lrnBPOYG86q2VFoF0KX3Ofm12DlSxOwmXduolTR6rlGfQMLU1lbVenLaZ9rK+yjXP9K2W3OD5eOa2bK6MZu63+17f/0b5R01QYp4lEcrRYTkC+89UmlkJVI0uL96RXTtSLhEis6+pLJ6uFSKzr6g0gkZualFLUYSKeIPPIkUufIglSJCIkX8uHuPLYvEyH3gS6Ro8PHK+0ikqPdI5WeJFLkNn0SKNuyvPMCkUsSvk+ntOZUYAbJODx/Bl0iR29HRlr6WSFHH+eptJFLEV+sGZO0JT0+TPMg7xisPC4kU5Z0Om0SKeEqMVIq4DC0MpB/+7oKzEini16xEitzvQyJF0zdsXvlZKkWnXldZ700iRVlliJB0GPg2ktLlJEOERIr6nqxsk1+URdC1kU2SIUIiRTzSI5EijTgBZRHi4iSVoqwyREik6OQdlWtLIhJchiSL0ZMMERIp2nhgDhsPVERIIkXaQT43zVfSlnIZctvJRtA5UkQni45IpYjL0LZvpNs5zSAfUO5f8D6GRIr4s0y7WKsG3m61j6f7ZiRDWshF6qGh+tVIKfKlvBVmSkkx8uWAxjoxXIYITaRoZT8RKfJ1WGJSxGWI0EaKiEZKka8jrIkUETEpougQJyZFoeOVilHVayJSxGWIiEkRlyHCbbQkxB4iXIaIlBRxGeLEpMiXThCTIl86U0yKQp2XmBT5UlZjDxFXhoiYFLmdbyLWnvjm6sQe5FyGiCwrfMekyFdFKiVFvsiQRIpcYlLku1ZjUhT6PmJwGSJSUsRliIhJUb0yRMSkyPe3mBS5MkTEpIjLECcmRT4ZirUNrgwRMSnypb3FhMf3t1iUKPS3lBTVK0MpTt7RWSVDREyKfJGhmBS5MpTCFSFOTIp8z7HY58gy59EXGdJKUSxK1JkhTQzwR4ZiUuR7jsWiRNo+BeB/hmmlKBUlKswUve1WTIp8MrSaUaKGv1MWKcqSQucTo9iEuCzpcz4x4tEhF58UxToqWdLnfGJ09gWtwY4u0Fgp8nHld5a8YhQTBp8U+WSI0K5Av/I6jxTFHvA+KfLJEKFJnyN8DVi0wfM8THwyRGjT5wifFMVyq30dn9jcDk36HOGTotj8Pd/DJCRDhCZ9jvC1J7GHuE+KfDJEhKQo9oD3tTWxdUY2/12HV4xiaXIhKXKjQxyfFMWuUZ8UxWQoFCXyyRDhk6JTrxvyyhDhk6JGyRDh60DERMknRSEZihGSIcLXZsYiQ762ISRDMWJzgHziExMln/ho5ywSjZQhX5TIJ0IpYmlyPimKyZAvShQSoRSxQT2fFGnb0b6jC5nT5Hz4pCgmQ6Eo0XIhnzlNzoevjxCTIV+UKMtUkhg+KQqJUIy5wVzmyFAjaYgQuaGqLBPzuBRJCyJo0+jcC8EXHXLhUhSToZV91pk+54sOuXApiokQp14pkqRJcSmSiAKXopgMEa4UScWNS5EkBYRLUUyGCPez+qJDLrwhk+QI84dKTIYIX4dTcq1wKZJMNOXXhWSiuytFktQWLkWSYib8oZKSIcKVIkk0grcnkhFN/jCPyRDhSpFktJNLkXQlei5FkjlDrhTFZIjgUiQRdi5Fku/ClaKYDBFcimIixOFS1GgZInhnQtKx4FIkkSE3SpSSIYK3nZI0Od42SGTIjRJJCiLw9kPSlnABksiQL0rUjMgQlyKJDLkiIZkzxKVIEhniUiSVITdKJEmT459F245KRKje1DlJZGh2U1uVGElEyI0SZUmTS8GlSCJC9abOSUWIR4kkIpSKEjUiXQ4AcqVSqSHJgy/5Nx/z/l4bbSjMFNUV4ha7cuJyicTg47IyssSJV3WLhIiY3NGqrgI1sVNZaUmZkwvUru8koXVa16DMbtJ9GRO7cyIh4oy/aItqe0BfmWpyV1EkRMTYdTIZ4swO6b7DnuMlkRAR1FmSijMx9H3dvIBiW051fme25NR5/tpR06XOkliIiM2PzKpTs7RtXMtsSSREROt0Uf1QXxjQp1Fo7/O2sQWRDHG2fW1ctf3Z23QV1bbce1IkQ5zxa5QlrKCvpAfIZIhY7MqrR1m11eTGblkUyxBRLOjnDB19k+7+6DvUqqoOd/zOTnVbooU6uM1Okzvyc7tU2/c9W1QVUNh2f06dJqetAAno2+q+Z4vqNDlt/0pbBXHyqtZMaXJtY7pB8dO3666pTT9cVKXJFWZK6qiQtgR3zzF9VGi+v0UdFQqV0G+UEDU9OW9it1Zu9IdUmCmJ120hpGuEENp5RdPbSzj+Gl1Doo14adZnIrpO6MLe2k4SAHSe1TUIHcrlQSZvGcoUhdSWme48oyzdeVy+jgHRpqzsq/3cIze1YuSmVnXVqCzzWDRoP/e5mzvVr2mb1A8YaBfyy7Lml/Y+13bYp7e2ZWpHtd/5yC26NnTL92ZVnatzL+hDTj9FUYV0rTNO77ElldwAwLxw7TKi86zuhh1+WQumt+veQ1N5jigq27ezLyyI1/cjtHM/te2Cu3hnivM3dGD8mjaMX6N8niv7JJO3bVdt3zqrn1+hXT5gbrPe/FumFrDjK7qBD01lNED/HDx7aztGbtZd75o1sojeA7rPLV23ixj6/rx6cEx7jWx+cFS1fddwKdNzUOsGRX1zpWbV1yEyDMMwDMMwDMNYKzRMiHwhK1p5Xm+CuUzGKY0S0aijNkrUcUY/AVMaJZrdVNbfZkaJdtxbjnJ1nZhTR4q0SKNEFMo9+YZtOPmGbar30IwSzfWXr0VplIhSYma26K9DaZSIcqGlI5y0ujdfUT3GsR+rnk8gjRJRWqU0YkCj7NI5KzTylqWYgfRc5S9cfppRpQ0HyidIuh5FljaKFrSTpgVTGuLoDbK0iumtlfammVGiyavKF7k053zL97KnNEmjRFvuPQlAvqgzXbeaeZ98W2mUiKJDwy+TjQa3Ti9X/TcF3682SqSJHNOiqNJ1UTTrpxDb7i9/J9JyxtSGSNsSig5Jo0Ru+myr8PlM0aHTr98p2p6iQ9K0/NYMt9PGx8rXiTQNlaJDmqi5dpHwztMldJ4unyvps5me+9KI3dlbdSlpozcUMHpD+dqVLg7ae2B8JTrUPizLJqLokPQ7H/q+vv9JCwZLo10UHdp+z3nR9lkKJfEiYNKF1ek57ivi0Kh0OWAVI0QTu3OZxEhLSorch2sWKUqJkfvgS0kRyRCRRYrofxpSUpQlXY6jTZ0DkJSiyVuqJz9LpIhkiEg1vO78gJktuaQYuSuop6TIrZaT6uiTDBFSKXJJdYDcOWapDrKbcpSSIrdhPnNrZ7Iz41b3Sp2rvHPZSaSIZIjQLNInxV3dOyVF7pyslBRxGSKaIUUkQ0RKilwZkqTNnXtB9ZMyJUUkQ0RKitzrViJF3iqiCSlyU+VSUuRKUEqKpJIVQyJFbvuWkh3376m0uW3351ZkiEhJkdtupNoRV4JSUpSlzDtQmyqXkiI3VS7VQXZlqO9Q/NxufKxlRYaIlBS5qXISKXJlKJU2RyKkwX3ep6TIlaFU2hyJkBQuQhrcVLnUd+7KUKqYxGJfbkWGpLipcikpcmVovj/dFmnnMhcLq5MqRzRNiCg65LIWpMjl/I1dDYsWhR5QzZ5PRISkiKJDLiEpqleGiM6zS0ExCk30C0mRK0PEaswnAsLRIrezQISkKLQujTYXPiZFbnSIE+oAhQpuhDrIofkX0kgRJ9SZCa3/EjpXrgwRWRrVmBRp2yVXhoiQFIUKVEgjRfUS+s5dGSJCUhSKDMWkyJUhIiRFrgwRISkKXbdZFtmOEZo3FHpGhOQn9PvQfrRRohSh9i0kRaHfh6TIFSEJofYi9PuQ/IR+H5OhWJSoUfOGQh3kUGQoJEWuCEnIOm/IR0iKQjIUei7nF0uZ5g35CElRSIZCUaKYCMWiRFnmDfkISVFIhEJRos0PjmaaN+QjJkUhGQpFiULP7NT6R/XQ0D1T6CokQ8RqSZErRqlRxman0PmkyI0OcSQL0fpwpSgkQ0Sz0+eA2mhRqupJo9Ln3OgQp2W2VNMAp6pHuVIU6iwQjSiy4EaHOON7emvEKCZDhCtFqeqD2gn3PilKhe3dzkxsMUyg9lyFZIgINbBudIjjk6JGyRDhSlGqWp9PinzRISJLlAio/c5DMkRoS7b6pCgkQyFCMkS4UiQpouCToujC254oUaqIgiszqUiQ+/dUZKgRqXNLnen2zZWfVOTIlaKUDPmiRNpU21QkyP27JDLkSlFhohSVIV+UKEsRhRiuFKVkyI0SzW3uispQKEqUJU0uhvtMTomQL0qUJU0uhitFkqiQK0VL3S1RGfJJsDZNLhUVcp/BKRFyo0Rdw6XMaXIaUgOYJEWNTJcDLmJRhbU2r4ioR4ok6QvHX9O2IkYxGeI0QopScClqVHTIRZtCx6UoFB3iuA1nTIY41ABLS+lq5xVxKQpFhzi8ox+TIQ5JkUSGiHoqz0k6llyKpDnM1NlJhqUsXAAApHJJREFUyRChjaq5IfiYDBFcihotQ4R2qQEuRTEZIuqVopQMEVyKJPOGuBRJZIgPaqVkiCAp0lSU4wIkiRpxKdJWlJPOFaLtpGly9UhRSoR8SOcMkRRJI0NciiQyxLfJUlFOCkmRNCrEpUgiQ7yDrJ0zJI0MkRRJo0KuFElkiEeJtGly0qgQSdHZW9tFMsSjRFnS5LRIo0L0nQ99f14kQzxKVG+KXAqpCM33t6xEivh8oRg8SrSaKXIuDVuHiLj+P/2x+jV8gU4J2RZ+1V0sG5/QrVMEAEfeopOpwcd0n0P7GQD955jZ1tE0ISK0ZYSzpLGMXt+K9hHd+Z1X1sTXjohrO9NX7JvF1FbdSJdv5e8UGw7qUty099/41fo1cdSylmFdGO16KlnWq5EKEaFdi0M74KNdKwIoD5BIhYjQrmqv7bgO3S+TIWLhqo2YH2j+k1Y7p2f7fbrRdW3qNQB0H1euQaIL0mVC2+YA8gnuhDZ9TRvNB+QFP/h7aFOKte2ntPADoZ0vudSdV69lBOijv9rvQ7t2TrFVL5pbvyorNsCZvkb3uaUDJIR2bSxA/znO37pB/R7aoEeWQiH7P/J+/YsiNDxC9NR/eL/qg21/YLZmdeMYE7tzGNuTT6bluUhG5jnaeUWtI1O49n/KqhsRI8+XH1OxkEOLspMIAJO7OjG5S7mgpSI9Kr+oWzSyMLOEK/bprnzJZD3v6xSCM3T/SVz1N/LFYTc9Mo/+Z+Sdmd7nltD/jP4LlKymThRmiqrFg4FyBEoTnZgdzKsXuNVOjCxM1KYyxmib0IfxW2d0gjO7qVUtH8WCbg2ImS151Xla6JOtBF/Zfw7jV2e7lzSdpt7nllSVqXILRdXATWGmhPMvvVK8/cJVG8XbciZ3tKoWOz37gla0KFab18rQ6A3tarlpP59TDRZ0Dy+rZaVjpIQOxeBT5+mSOHoPAGefn8fZ5+ue9/2Hl9B1Tv45Whb1HbLu4WXVe2QRrvxCSRTFJmaHSpjcLd9/20QJ8wPyNiHr+nSnXiHPXADK0Q7NOkBT24GFXvk1qF1Pq2u4GFwUNMb5Wzeo+i9aGTrxyjbMKSLS+UX9YGOpXffM6Ds6h76jc6rFkgf3L6P/sO6zN1qGgCamzGkbF40UEVIxolHX5c5cJjFK0TpSGS1pphQB5YZbKkY81U4iRTPbKqO0koaPi5B2sTCpFFEnlIdhY4xe34rR6yutnUSK+GizRooAqKSovP2iSIz4+ZFIER/5l0oRT8fTpmxJpYh/F5LOPh/VlUgRlxSJFLXOlP9HaKM+Uinin1UiRXwbyXnio/gSKeJpnhop0kaLuThJpCi3UNm/RIp4m6aRIgBoH5P3BLgISaSIp4VIpCiLDBFSKWo/r7uneeRCKkVchCRSxFOmJFLERUja8es/rBsU4s9Tab+FnyuJFHEZkrSd+YUS8gu6AZjZId32vC2TSBHvE0zt7sHU7p7ka069on9FhqQpXdrUrymWfSiRIi5DktRQLkJjNw+Ijun8rRvUUZUsMkRI7g0uQsN3pgeJSu0tKzK0YX86N51ESEtq/vJq0hQhInNLNS6uQaZOaCgEF5MiXwpKM6SIk0WKYmLkS7VKSZFv3lEzI0VAWooKM9UPqiv2zUbFyNf5jEkR73xXvUaZCpeSok2PVAtKSop8o+sxKfKdk5gU+dKgtJEiIC1F7irnycn/nu8j1tn3pbjEpMh3fWSZ8JmSotlNTpnphBT5PmNMinx/i50nX0qTJlIEyKTIlaFUlMj395gUcRkiYlLka9NSUuRGhyRSpIkKAf4JwzEpqkeGiJQUuTKUihJlqQzpE6CYFPnmj8SkyBcVSnX8XBlKyUqWrAvfuYq9jy8yFGs7fSKUihK5MpSKEmmj3aG+QEyKfFGhmOz4SkWnokRTuroUmSJDLikp8olQrN/SOr1clwxJaERUKCZFoX57LEo0uH+5RoakUaJmRIeAVSiq0Dq7etEiDY1KoePRIc61//PMqkSLtISkiEeHOKGGMCQ/oRQ6V4Y4q5FCF5Ki0FyEkBS5MkT0P7PgFaNYJ1KbQqdJnwPiUhQq1hCSIleGiOktLd6He0hOAX9nP5bvry2RHpKi1kgAIiRFrgwRoQ5FTGR84hMTJe3k0pAUhYqAjF/dEhSjUGQodD3HrnOfFPlkiPBJUaywTEiKQqlyISmKpciFfq+tntQIGSJCUhSKDIWkKCRDGw6G0+c0KXJAfDK9T4piKXI+Keo/vBSMDIVkJfT8jPVXtOKoTZOLRYV8UjQ7VApGhkJSFGq7QlGiLGlyWVLkQvikaGp7WIZCUaKQDIWiRFlT5DRkEaGQDPnui1iKXChKlCVFTstaigpxGl5UgXPTh6oLLPALT5JfOLGz0knXTNAaOFi+kKUTlLUdLv7ADgkR5+lf2KzaPy+2IJmIv+x0nKRV6XqPlL+DkAy58E6SJEWuWKic/5gQEbyymGQEq328clPFOuBVr2EPcunE7OfeVq52F5IhF14GVDL3gnfGJXLICy1IJ8mP3FQ5P5LKdS2scEJIhlx4Z0HyffCGWjIBmg9iSK4PLgIxGeJwSQ3JEIeXj5cKDH/QStLp+HmSTHjvYRUmpRUR+cicJE2OF1mQXOP8/o/JEIcPQEnatI0PnVr5WTJviBdZkEaFeIEXiQwtd1aOu5EyxOHV5CRpcvxekHbwR/dUOkkSGZpjA1CSymId45VrQjJfqIN9TmmK3MwVlc8gGUzk/RXpeeLvIZEhvl9JihyviCZNket9tvxfaVSofYxVBxXKEC+yIJEh3t5LUuR4oQhJVKhtkrXLQiklEZaK0MC+sZWfpSLE+yzNiArx+0ISFdryQKW4glSERm8qP4Q0InT8zsrNJJGhWAZDs6JDwCqX3dZGi7LmJK5GtAiQyRCwevOKtBGjrCl00vlCtJ1EhoCKDEgb7qyRokan0LlQpEg6EZ064dJIGUWKNBXDKFokLeO9XMhlnlcklVMSCGk1KBq4kF4fFCmSyhBQkVOJDGmOhUMSJC24QOdJWv2LIkWa8vD0AJLOGaJrW3qNU5RIKkNAZeBJOsBDkSJpEQWKFGlS5GhbaWSIUueaJUMc6ZwhihRpoh0UKZJGhmg7aZllihJJiyfQaHiW+ULS5yT1VTTniaJR0sgQtZnS+UIUJapnvpCEpe58UyNDJEHS+UIUJZKmyFGUqBEpcjGyzBUCmiNDQOW+kKbIUZRotaJCazUyRDRViEIm1/ZCXf1zNwIiYbWkSMq1//MMrvnf8s+tlSJCU/UGAFomdWlY0o4i0axiC8R8f0vVqJyUzd/SSaq2xHaWEpIatOlzQLZ5Rc1GWxpX+2DXVq4BshVaaPbaCdoodpYHlpbBx3Ul/TWV5wjtGmzLG9MTvTlZ1rbTtjeadh8AJnbq5gd0H8/VVUBBivYa124vjUQTEzfrJHNaOc8OyHaetGly2qqd2rLamqpzgHw9KQ4vniClnuIJEnwLJsfQpoEuDeoX65rvb1HJ0Nlb2y/KfKEYWZ4t2nUxQ2mPzYwOARdxYdYz79edVO0JbZvQlfu9Yt8sNjw9hw1Py45r5I5FPPmhDXjyQ7LRgVJb+UC0D8csay5p1xrRLjQmWQiSmNjZhtFrO8TrjCx2taLz7JJ4EVeSZc2aQzv+/jQAoFTQPbl8K2LH0MqjdDHS8r7b1J259rFF9JycF8sUpc11CtfSoc6D9EGkXScqK9pOTctsSTUIs1zQiR2NQkpHI2nf0tH2rQ+WbVyyMCpB4qgdFW4bk3dKR28o4PRLu8Xbz2zrqErdTNF/cFK8LVBZ8FNzfZCYSp9Hu/6unJLirlofgmRII8BjNy5hape889c+oit7DQAjN+k6TVkXr+45Ltt+YVu513fsLbJ7iCJ60tT7sevK/zt9m+5zL3blM0WNpWjXA9NC69jxFMkU2vWhhh6aXvmfBJofNvQD+X2q2RaoTjMWbZ9hQFILLTDL0/9i9Bwv/0/aZ+w9toTeY0uY2S5rk599ax+efWsfnnuNbs047Rpz2hL7jWTV3zn/8ooQnHn/nEqMuo+X1GIE6EeqpFJESKWIkEgRn0ckvcB5fqpEingObO+B8aQY8dXup7e2JcXIHenU3hhSKSKydLAlUjT8uq0rP0ukiJ8XiRTxiIREivjK7cVCTiRG7kTyVIPudkSlUkRoR+ckaFNC+T0g7fTyjqhEivg2EilyJSglRe4+U1JEMkRopIiQSBEXIYkU8bkPEini8xolUsRlqGUqfTz8HpLiSkrqWUQyRKSkyG0vJVI0dmPlPpNIEW8jpVLEZUgiOnwbSVRGvQDnNl1D4KY3pqRo7Lrqf0ukaLErX/V81EqRRHSq5u09q9q9KOMky6LeWWRIg5sSmRKdoR8sV22TyoroOV6qkiHJs5Q/O7NESyQDyiRDUqQDCYR2sftn36pfrVkzEA7UrjemWVeqUTRdiCQhrpgU+U5oSozaPNUBY1LkS9OKSdHIHbUNckyKKDrEueZ/j6qiRfnFkjpaVJgprqloERCXIl9KTUyKfB3W9pFSVIwoOsSJSRGXISImRb7zEZMiX3rWuZs7VdEiIFvqj3aUKyZFPuGISZFWXuuRISIlRb4OaEyKfH+LSVFIfrR569JIEZGSIl9aYUyKfAIUkyIuQ0RMinxFXmJS5IsMxaTIJ0NZro0YrgylCKXJxd6XyxARkyLfPReTopGbWryRoZgU+f4WkyKfDMU6dz4ZikWJtFUAXRmSwEWoHmJS5PtbI6XIJ0OxKNHkjpaGyFBMkLTzw1YjKtTsyNDZW9u9MhSLEvnul1hf0SdDsSiRT4ZiUaKQCGlL7Ls0O10OWKUIUb1SFEIbMdKk0AFQpdABUKXQET4p4tEhF9+F3j6+XBUdcvF1Dnl0yMUnRbFG3ycBsTx4380Sm1+gjRQB+g53lvQ5TQrd7KbWhqTQxUa2fVLUPrYYXXvF18DHOp8+KYp1Jn1SdDFkiOgeXvYeb6zjqZ3DqJ0XBfilKLYfnxS50SGOT4r6D8dXB/dJUUx8fH/zyRDhk6JYxUvfdRlLk/NJUez+yXJt+J4/MRnyRYm0c4YAvwzFiN1zvo5KKkXOJz4xUfJJUSwy5OvkxSJDPimKyZAvShSTodO3tXgjRbHnYiNS5yaval21NDkpWhEC4uLj+1tMhnziE5MhX5QoJkO+52hMhBoVJcoSFdJEhihFTgqlyEnRRoSItSJDwCqnzPF0OR9uCp305PKHki865MKlSDKJn0uRLzrk0owUOs6lPq8I0N887rwiSSfVjRb5okOcUqG1Sox80SEXLkWSc8ClSDJ5n0uRJM2HN+aSRSiB6sZekp7EpUiSitaM9Ll60c4rcq+31PXnyow2CiSRKi5FMRkiuBRJi01wKZKkxvFtYjJEcCmSlP/n16dkzhCXImmaHL82JJEh/vyRRIak84lCx5CSITdKpB2A0M4XArLPGZIiSZPjUiSJDHEpkkaGuBRJIkP1pM5JRKieKNHE7nxShniUKGtUSJMmF1tPKvgel9F8ISkSEeL9RIkI8SiRRIR4lEjal+ODL26KnI/VTptr6jpELjf/4/9bvO3mP9bb5vT2nEiIiPyirqrZ6LUdIiEinveRUW+6XIzUKsguWtEBgO5nFCcJ+sXGtCPqPSd1DeDUVv2ImbaqXG5xSSRERP8zCyop7Dy7pKpmdsW+WdW8h/xiSSxExNTWdtUk9tnBvEosRq9vvajRIR/TW1pU6VAti7rre7Evp5KhmS15dYRJO+cxy/yZrhO699AUTwCA3mPKTg1b90TC1G5d9TlAPseG2PQ93cDW/JZuVXRouTOnigz1HNHdbx3jRbUMdQ2XVDLUfbykkqGp7bo5Qzv+Ia9Kk+t7tqROkxv6wbIqTW5BWU2t97klVVRIW0Vu8LGSOiqUpWqqdr7Q3GZ9qXkN2mU6skR++NqZErQDCQu9JVVUqFjIqaJCXcenVVGhq+6bU/fTO8aLqsIJh/79r6v2Xw+ruw7RlwbE2555/5y6TGb38ZKqM1Es6Cp7bXh6DoMPyntDT35oAw69a0C8ffmYsq39okErXbF0PB/acpralACt3ADA6VfpFsc9fZdchgBgdpPOArVSp+3EanPnAWBqh6450EZZNOsBAfrvuf+Q8g0AbDigG/3Tdm4G9+n2ry2pqy5LXdA3+cuFnGrNspltHSrBaZ0pqUout04XMbdZvuxBFhnKwvQ1+onHGjqUhU20SwVkSYXSFls5f4vumDqU5cT5AtQSNAu+E9J11oicMkCuLXutLbmulaGdfxvPrPChLWT19Nt1c2a16/hkmWOr4fidnVWLj0rQylD7iE6G2iZKKhma3tLSdBkCdFXktMUi6mVVheiHf/brYila+GE5KpFl7QCpFFG9dqkU0ZcvlaKW8+WGUypFFImR3rzUOZve0iIWIxrZkkoRPeSlUkQrlEuliEYLpVLU9Uw5JUXTWab3kErRmb3l7aQPMkqLkKYyUoRBGpnQigeN8moa6OGXlLeNrRDN0aZt0oKW0vW+6PsdfEj2PZMMaSIZbWMXFqs9KisdTccu/Qy0386zshFuup+16URTW3Ujq/S5jTDa6JB2/bf5LeUImvTaI/Hd8i3ZcW18rHwfS68laq81GRa0yKJ0scX5jWV5Gr1R1nbQYpx9+2SDQV1Pl7fTrsOSX5L3MWhyu3TwaPHCZ5A+S+j5OSdcPHyhv7ydVIoKE7r+FMnQti/KpYhk6NReWZSYZOj4XbJzSjIklSLqT2mzB6TRHv6clQp2FhkC9H0SaSST+o9SAbnqvvJzVpudAAC9R2Tb9RwvO8NqclEKfrd+aUAVLZrenlOLUWFCFy3SVvYafLCgihYdeteAKlokLafM0YgRUJYiTbQoVbzBZbEvp4oWaSeQbv7WGXUUQRsp0o7uaUVBW71KS5aRK6kUZUW7CLJUightehcg75gS2s8glSJC0pHl0SGJFPHokFSKllkbJIkS8XlAkigRj4hJokSt05VOjSRKtBqpclyGJFEikiEp2iggyZAUbUQfkEsQQTIkhWRICslQs2ibzInXgyEWlZ9BKkEEyZCUrDIkRVu06um3d6oiQ63Ty6rIUJY+lIasUSGNDKWq5rq0TZRU89a0fcar7ptbkaFmoS0W0UhWdQ4R8cL3fnzl56UfH/NuQxEilyzrEIUa/NBIUmheUSg8GJpXRBEil+v+cqzmd7F5Or5Odip1xxdViI0W+KrOxR7uvnzcWIPuk9NYp6/3udoOG0WHfFBUR/MeQ1+v7WiH9hPaV6zx8TXG0TLOnk521uhQiO0P1F7bFB3y4Zt8nzU65MMnhCHJHXmp/7sJpcrFJumHhCA0pyMkQCGhDQlWKLUydD+HhDzUSQ5NAI6lyi0M+L+f5UBnoveIv30Mne9QKlYoPTCUhsVliNNxxv/9a2VIK0JAODIUmqcZkqHQdRf6nof3+s9FSIZC11Ho2bgQ8bqQDIXanpAMbXii9r1jIjRxc+09FRMhbdpWsbX2XKckqOdY7WeLiZDvGRJ7bnZ4OsMxEZrfWLt9I0XoxBuGvL+Pnesrv1U7lygmQtvvrz2nMRFa6q697mIipC2T7ptLlBKhvmdrv4esUSGXUJ8m1BcJRcZCIjS13b//kAhlSZub3OX/PReh1Y4OARcpQsTxRYtCMgQ0LoUuFlb3RYpiX7ovUhSSIUCeQkdkGeXQzi2yeUVpLvVoEaBLowNqo0WNlCGgVjRi3+PgQ2dqokWxeUO+SFHb2FI0OuITmVg0yPe3WLTJFymKDW74Hn6xiIEvUpSaN+Q7HyEZAvyRoph8+iJFsblSvkhRSIYAf6ToYsoQ4B9MikWGfNdM7Hv2pc7FIkO+6yjWJodS52KRIfdv8xuL0ciQmzqXigq5qXOpqJA2dc5FGxEC1l9UCFif84W0NEqGAH8/JDYw6xPAWP/QF52JRYUakTZ3MaNCnIsiRD7zy5JCp5EjS6FLkyWFjpA07PwBLEkJ4lIUiw4Rbmda8h5cimLRIYI3RpLQNBcISXUyLkWNjg4RvEGPRYeISzmFruvEnDqFjndOJcfGt5Gk3nEpkhRp4NexJH2KS5G0iAKXopgMEVyKJOWyuRRJCkdwKYrJEMGl6GLLEMGlSJImx68dyffMpUiSJsevI+0A1eD+ZVWa3KWYIsfnEklliM8lksgQf35Inpl8G4kM8blEzZAhdy6RRIb4XCKJDPG5RBIZ4ttYilyctZoi53IxokPARUqZI3jqHEdr09o0usW+nGr06Ip9s6qw4NjzdMcz+Lju8y7pByjU6yFoJyCOX62L6GirafnS22Kc2btZNTl96OtnREJElFp157RYyKnKNXeM685/lrVDtKVUtesJpaJDLlfeqxudXBrUdXyXupUVqHa2qWStZbakmos0u6mgqlqXW9LNJ9HOW6Jj0qAp0w7I5glxfKmzMXyLycZolgwR3c9MqOYMTexsU33Hw3uLqjlDuSW9DGlLop/cq9z/Ed13oH3+aSMYWUpMa5cTmB2Sn6OOkZIqMjS/sdTUyNCJNwypz+n0Nt3zbNcXdG1XKO03hDZtLks1Qu11pL2GNO1EYaaoEqGp7fGokEuWtLlQ/+xiyRCwBlLmfGgvpK5zy6qH1OxQCdPb5RfTYleraq2cLQ+VsOUh+f616/ZkWQFb23HRhql9uc4hBvfNo/8ZecexbaKE0RdtUh3PYl9ONeq4NNiDjU/Iyza3zupGo7SpZpJRes6mR/WVw3y53TE0Derwy1pU91h+saRKYSz2diC/IP/Mp1/ajZGbddXYtJGrZhda0K7XpZUbQDcQcv7GnKqE6nIhp2q72iZKmB+QX3Onby+oBga0cgboU7a1BRQ069wBQMdpXUdQM0hEk+Q1EeLRPS3oPK0ooT6bw+yQ/JqY21jCUqduaQ0NWeYoa9FWJJRW5QPK60JteEK+b20hhJGXblY96wFgcN8irvqy/DO3n8/j1B3ytlrbzmkXnc8yAO2bqxtjdrO83dX2dzvPLqr6czNbcqrKi7Ob2tQDuNoiRqvFRRUinwnSSEiWURptQ6PpsAH6DolWijRipAmV0iTllsWSSIyooyat6kIFFrQNpUaKAKilCNCnYmikCNBJUWGmJBrVoW2WCzmRGJFsaaRox71lGZJKEa1pop2bpr3HtPO6JFLEFwkdubldJEajN2RbJFD7Ouk9QJGS9jFdG6fpLNDkZG10WCJF/DqWtFt8G4kUnb5d1ykiGdIIAsmQdI0v7aDSs/+6vP/h18ru47E95c+gzaiQROfdTrJEikb36NqG1lnlfBtPwYAYWWVIO1IPAPOC9DfekR3cn/6OZ4eKmB0q34uSCEvXcHPPT6ioTYzBfTrBbz+v65JS+yZ5TvYeGF+RoY2PpBdRXuqsyJD03G5/YFYlQ7Obi2oZ0qAddNO2JVkW+SYZ8j37LmZ0CFgDEaLYCWidbX60aHq7LlrUc3JJHS2KMfBk9QWYkiI30rDWokUdIyWVGPU/sxDtFLqfLyVFJ94wVFMJJyVFg49XS1BKilqcNkabt6xfTFO+/02PLiXFiGSISEmRu8BjSoqGX1b999T95V7TKSkq9laH5zWRIkIbLdLQaCly08aaIUVupaaUFJ2/sfqa1ESKgHi7pW3TXBlKRYncyJBEitzIUEqKssoQkZIikiFC25GJoe0oA7UylIoSuTKUihK5MpSKEtUbGcoiRTG0HVkSIfH+nQ57TyLS5Z6fZ3/GXz2OcGWoa7iUlARXhmJRovbzeZUMzW4qqAZ7mh0V8onQlu/FO6+uCKWmWmijQhoZ0s51mt3UppahvqML0cjQxZYhYA0IkYSsYqQh1Gnrf8Z/UYWkyBc6zJJClyVapOlINEqKfOW3gXC0aHCfvyywJlo0+qJN6mjRUpcuha6ZkSIgLEWh34ekKJSKp02hu/Jb06oUukZFikLHH5IiV4ZW9hOQIh4dcglJUdboUD37CF3/oTk0jZQiX9laICxFrgwRISnSpn/6CEWJQpGhkBSF0uRiUhRKkwtJUb0ylMKVoSyEokQxkQhFiUKRoZAUhSJDISlqZmSo+3ipYWlyoShRqC8SihKFZCgUJWpmZGjkpZvVkaHBfYuqyFBIhEJpc6G2LLhMQBNlSBsRArJFhXzXUKh9DolQ6BnT7KhQSoTWEmtCiKRm2Iho0cR14e2zRIs0aKQI0M8tAmpHV0NregD+FLrYqIJ2YbTVTqELrZHAcaXIjQ5xNj4xUyNGbnSIs5YiRYBfitzokIsrRW50iOOTIjc6VLX9KqfPxWSIcKWoETKUdV/a679eKVrqbgnKEOE+dEMyFCJ2zfoGcGKDOpr5RECtFKXmDJVaa8UoNWfIlaJGypAvShSToXpT5yQdZVeKLmaanC9KpJWhGI2IEq12ZIjjRolS84XcKJFEhNz3X60UOQk8Rc6HmzbHU+R8uJ9VK0KAbq4Q0NwUuVRUyK2olzUqJGEtRIeANSJEgE6KeMRIMhLezLlFWVLoSIzcdDkfPFoknZivTTlZrRS6UHSIwzuFks+x1uYVacujcymSCBLvYEquB0kKnYs2UkRiFJOhle3ZvSU5fi5FoegQ53JKn5NUWGvmnCKCpEgiQzxKJBF4fo9L7ncuRZJ5QyRFq1FAoRmRIS5FkshQ1tS5RqTJ+eBRIokM8SiRJDJEUqQtDtCs4gk8SiTpd/AokUSGKEokSVnjrJX5QjxtTiJDFCVaiylyEihtThoVorS5LIUTtDKkQSJClB1FEaFLTYaAi1x22+WmD/2x+jXaUsCSThtn6zfk+292yVdtRAHQyc5yIae6qaa36kYLuk/qRsC1nbeZLbrzOfSQrsra+HW1C0DG0FaW06Cd+A4AHWfSQsoZuUX3eSd3y7ftPp5TnZ9NPwisFBng1Cv6VdsD9S/kGGPDAd25LwrXDyK00RPt9XP6Nt3+Nz7R3MeKNm1Mm1ak7TBc+aDu+9WmyXUclbe12s+qXewTAIq64nZY7FOUiz+dU6XJaSpiAXoZkhRMcNH0S/i6OxI2Paw7Hm3J6L5ndeen86yuD6YtgDJwUNdWDewbE297/tYNKhnaeEC/Js+zb9INim39lu7zagZiNNX7gPhCzD5ii56HeODeD6lf0yzWTIQIAPZ/5P3qMPX41a3qNXCktMzmVDdvfrGk6uRpcyvnlKOcC3059cioRkIKM0VVx6p1Wn6zHHlTAadfKt4cxUJOnaKXX1hSRRQklWmIpU7ZopuE9lxqF1gDdIJz4lXdqlXUO0eK2PwD+fHPDeo6nflJ+YPo9Mv61XJTLABLCv+bGyz/T4omCnX8NW04+Up5m7bUnVcNfPScnEf7mO4EbXpM/t1qZej8jTlVKl7n2UW1gGgY+9E5LFwrT4fZ9OhSMvWQM721DZsfkLez1/0P+Xc1N7SE88+Xd2Im75zB/At1A0NTNyxg5lrFc+t58nM5+FgJXcPya00rQx0juvL42uySLGy/X/55+w/lVc+VKUWUM8t8qu6TC8gvyo+/bWwhmbbNGfp+80aphu/cqDqXnSNFdcoYXyQ7xfavLWP71xQFwZR9gPFr2lSDJcuK8vaje1rU6bMTO9vWlAwBa0yIAOCR//HrmXJ3myVFQHlEQytGGiRSRI343GBeLUazg3mVGGkjM5KOfP+hctpZ6/SSSow0UgToq9wBsjSrlslyB2zjI6MqMdI0uIDsXPJ9ShtE2k4b9dFIEQCRFLWw1BmJFNGivBopArJFfCRSxEVIIkWUrqJNzZNIEY9KS6So56ReJCgFVCNFUrgISaQoy2KzQLZUMokU8XRUiRRpo+okQ5JO5NxQ5VgkUjR5p65wDFCWIQ0kQ8vb0vfu4GOV61ci1VlkSAPJkDYLBQBGr298f6T/kPwZPrU9tyJDknYwiwhpMz7axuTbD31/cUWGtGnBEobv3CjetnOkGJ2L7WNqa/uKDG16OL29RoQAXVGj8WvaMH6NvN1Z7iypZUjLxM42PPI/1k6qHLHmhAioSFGjo0XadDmXSzlaBOjy6FM5u+7K0NoUHK0UxcTIN2cnJUVXfrM6x1g790QrRTExcs+d9lxmiRTFxOjEq6qLEaSkyH1YaCJFQLyzSjJEpKTo9MuqU+UknQE3v14TKQLiUuTuOyVFx19T/eDSRIqAuBS5MtQ+tpiMFLn3VkqKmpkq58qQNkqUkqKxH53D2I9WX18xKdLOzXNlKBUlciNDMSniMiTBlSFJlMiVoVSUyI0MxaSIy5CEemUoFiXSzt9oBLEoUf+hvFqGNLgylCrm5BOhWJSobWxBLUP1MHbzQPBvw3duVMuQlrUWFdLgitCZ28LXXdao0FqVIWCNChEnqxg1i0ZFi0K5llopyhIt8hGaAH0xUuiOvMn/ns2OFoWkiKJDLiEpCuUka1PoNPsINZKxBlQTLWpUpKglMLFamz6niRbFpCg02TgkRSH5aUT6nCtDREiKQnMWtUVSQlIUKg4SkqIsqXKS3wHhyFCjpMgVoRQhGQpFiUKRoZAUadPkfISiRKHIUEyKNJGhuefNqtPkfISup2ZGhkIitOGpJXWkqBFRopAIhZ4DIRkKtYGayFAjo0IhuW92ipyPUDunkSGKCGllyEd+wf+dXMpRIRKhtc6aFSLXINfS3CKg+dEiDT4xinW+VzuFjtLlfDQ7hQ6ojRa50SFOM+cVAbXfS0wgs8wr0uJKkRsd4swN5mrEKPbQqDdS5EaHXFwpcqNDVds2IH0uJT3u32OVnepNn0sVcHGlKJUqV++cokbIkORvPuqdT5SSITdKlIoMuVKUNU3Oh9uRTEWGXClqdJqcGyVKiZAbJWpmZKhjJC5DbpRotaNCLm6USBMVAho7X8iNEmlFCMieIuej3rS5RqbIufOINBJErJWoUBYRyiJDnLUaHQLWsBABfiniYiTp5KxWtKjYlm6MmplCB+gjRo1MoXNZrRQ6aYnrZswrIvi8IknFmmbMKyJ44yltRLPOK5KMoHEpCkWHONq5HiRFMRla2dZpLySlaLOmz0n2zaUoFB3iaNPnCOm8IS5FkvuKpKiRMuTbRjJvSCNF/BqTRoY0RRY4EhniUSJJZIikqN40OR88SjR1w4IoMkRSpIkKATIZ4teWVoY0SGUoy3yiLEhkiJ4jfL6QhCzzhSRQ2txqp8jFaGaKnDYiBGRLkUtBApQlKqRBIkKnb6+cD19UaC3LELDGym6HuPUXP+79/aKyYxlaCTuEpANHaPPJNaUSsywWqS3soFm7SJuS03VCno7y9Nt1CwJoS5ACwIb98hLOuXndyNSZOzaIt22bKDU9AqRBmxa34aDu3LgLZcbY/X9Oq/Z96nXpRXk5WtHRrlPRpqgSrm2XNJG3zrP6kV1tJSXNgsHa6M+2b8iPX1tSNovkbPtb+aDQfL/ufo1F0l0OvUP3WQsbdFG0xVldVkC+oGsLNt8jP35tiXWtDPUea24qnLYEtyYytNCnOhR0nm5epgqgG9gEgIUBeVujXVpAMzjcPay7frWLpAO6KNfkVc0byNcsjwEAhQndZw1dY2tdhoA1HiFK0XtsGb3H5BdZYSKn+nI19e+P35VXrSegSZlZ6NM3fK3KZ70majHXn1etoXT6peE0LJehh8r/Ex+LshPfd3QOyz3yRnjs5oHoJE0XzXk/f2NOtb6LZkFZvnixlL5n5dd7saATnPGrW1THc2avfGFArQwBlQUOJSzfPoHczXLD0cjQQp9u4AWIT3R1mdiZXsyWc/KOTlVKhCbK3LJYUlWq6zmuS//QdIR3/d157PnPuhtk56fln7V1elmVZlT416cx8x8mRduefmk3+g7JO0wbH2tB7wPyEYDOTmVHeC6P4qRcoIqL8utrZktedT/1PVvSDe7N6gYjOs7Mqxau7jkmv95Hr29F9wnF/aQ49sH9S1WLwErQzvnQlJ4/9rpuHHudvF8wtVV+vWsXKQV0g42TO3RittiVw6Li2X32hfJ7aWp7+X9SNH2IztM5dJ6Wb7/UWVpZKPlS5ZIQopRZZhGjFBTOHzhYVIuRlJGb29VipEHbKU5VQ3ORSBE1Hqdf2q0WoxS9R8rv75vbkkIjRUC8cg1x/tZydEgrIhIpotTPpa5cU8SIOhF9zxZVYiSRovGrK9tIjoVSOjRSJGX8uiLGryt/Po0UARBJkabzxmmGFC12lbeRStHJOyphMIkUkQxpU0AlUtRzXLXLlSi6RIp2/d35lZ+lUkQyJIns820kUlT41/JoKG9DJVK08TFd541kqG+jsNM/p+tCkAwNvzbdOecLbUvuK82Coi2zpRWhmLkifY46zsyrFrbuOVZckSG6D2Noo0507JKIj1aEtCx1t6zI0NzmdH9GK0IkQxKpyFqWX8LkjpZMMiTl7AsLahmSwvsNEslptAhdCtEh4BIRIkB2Qi+VaJE7r+lSjxZpWEvRouWetqgYje/prfq3NlIUO+9uY6aJFAHxkR7f+zYyWlRTSloRKUodi5vfnpKiLNEhTkqKlm+v7olpIkUp3Pu4kVLkdsK0kSIgLkVuZCjVZrhptjEpcmUoFSVyU4pjUsRlSIobGYpJkSYVGqiVIWmUSIIrQ6koUZbIECcVJXIjQzEp4jIkwZWhWJQoS1TIJRYl0kSFgFoZiqXzcpGT4MpQowtHrJWoENB8GdJQb1Qo1pdZa1GhFJeKDAGXkBABcilqdLSIuFSiRb6HQZZokQ/fTd6oFLrJXf6JGlopCjUmfUf9c5m0KXQ+KDrkojnnISkKFQbRNHSxYwl1HhoRKeLRIcmx+AhJkVaGKDLkEpIiV4aIkBRpU+V8aKXIR2hEOiZFPDqUIpQmF2oztHMOfYSkKDS/UpM+F4sShdLkNOITihKFIkMhKfK1m6EoUSgyFJIinwz1bZwOR4oCkaGQFGnT5HyE7i9tZMj7noEokSYqBIRlKHRPaiJDoWMPRYkaERkKpc3xqJCEkAiFqvU2IkVuw4H6qk8C4ahQTNjXYlRIQjPS4y4lGQIuMSEC5CdYI0Y2tyi0/8an0BHNSKGrOhZlGt1amVd0+raWps0romPRHI8rRdFS0je1qKJF7nHEqh+d2bu5rhS6kAwR9abPZU2V86GRIs18IsAvRTEZ0pZYdduLmAz5okSxVDlXirTFZmLRIZ8UaeYMAXFJcqVIkyYHxCPrrhRlTZML7t+VIkWaXHGxJSpDbpRIExnqe7YUlSF3oEcTWdGmyAH6+UKNkCEfWeYLSdGKEJA9RU7CWokKUUTocp8rpJkndKnJEHAJChFQPtEaMZKiEaMs0SKpGGWJFmnEqFHRIh+rVXCB5g8lj0cpRSRGbrqcj6xSJGnYskqR9HutR4pSkBSFokNZjwOoRIvqTZXzMb2tuCJGoegQJ2v6nORezSpFkvkK2vQ5LkWSIgrUXkgiQ1yKJPOGSIokMsSjRNpUOYkMcQHSRIwkMsSjRJo2UiJDFCXq7FyoO03OB0WJNFEhQCZDNPCgiQoBehmSwNPmtDKUgqfN1ZMi5yNr2pxUhGge0VornCBFO1dII0GALiqURYSkMtSM9DhA1z9fa1wSZbdD3PqLH0fHuKIhUox2ajuBmgVDpZ15Qlvyt0exzoB23znFwJO2LHrXsPyca3PMO0ZKwZQ5H5r1BaRrIRFj18m37TivXZVdud6SIp1pYndetL4OoZEd7cLL7qKKMVLRIR8d26bE2xYe1IVpNYMXmrUiNjyhOgzV2iWA/trSrOmhqVanvd+2PKCTofkt8k6cloUPyBdy7vpPvSoZap1RtPs/Pibelpg4mR4kWqFDd8/17dNUE5R/zoW+nEooNj6hW7g2lOYdYmqH/DrXtoka0ZEUkiD6ji6oo0JnXyCXG+26SJpy4JoocvfwskqECopqhgAwO6RrtzQV27T9BA1zG+XH0Xvk0owMEZdkhIh45H/8Ok7cpbholA2pJjKy4Qn5toWJkupm2vZ1eZlPoHaV6RjaaNG0ohPVf3gJ/YflBqUZadE2RvnFkkpytAvLarj6bnmnSNPJyS/qK35p5nd0jJTQNdwc2dY8zAszJXQoOtvuCvApNj6eQ9eX5J0/XbsiP47B/cuqNYc09B2dw9YHZ7H1QdnNP7h/SbVWR+9z8vt+ckeLKsVDcxwtsyWcfYlsbbAzd2zAmTs2qEp9Fwsakcuj9ROD4u1bJuUpW9qBrdYvDai2L35Hvr5a1/FWdD0tP4d8YdoUms5ZYaaoulZ6TurSzA7/dCfOvki+vaatbVV4mXYRd00Kf9e5ZbUMhea81svgX3wXg3/xXfH2kkWRiY6RomptIe3gkGbgXlu+WiNDxYJs0XBC0/9YGFy+pGUIuMSFCACOvuc3ceKukliMOkZKTROjDU/k1GIkZdvXp1VitFzQi5GU6e05tRiloHOhlSKtGGmlqNFitPGRsgxppUjVMAmvV/ps6oV2GyxFtHChNpVDIkW06KJWigCIpKj3H3svHEv6nGjn+xESKdJEhzSRUhdJB5NkqHU6fdx8RFYiRRR1khyHtpoYRyJFJEMSKdKIEwD0fqD8/lu/mo5u0T2mrbIphWSo50i6o9t1XNcZJhmS3D8kQ5IIu7bdJhmSLhR6+KflBtqyWMokQ5IouFaEtDKkYfzq1kwyJOlLaEVIK0PybXX9x47xolqGxPs+nxPLUBYRkvY5FgaXsTC4jKPv+U35G6xRLnkhArDyRWijRbEL2324XMrRIqkYrZVokXZyYhYpionR/ED1CWtWtOjqu0ejYuTOqWiGFBGph7a7v2ZGimIP4oJzDhodKdr4uPM5I1JEMlQ5lsZlHw/urz4HMSnSpsq5pKJE7ryEmIy4kSGJFElxU/Bix+HKUCpKdOYOeQQEqBWcmPC4f0tFiUiGJLj3lkaKUlGi4nc2qCNDVf+ORIk2P1BoamSIE+uQ9pxcyhQZkuK2qf2HIyXbZ/SRISmuCJ2/JXw+U22wj0s1KiR9fmhFCFhbUSFOPjL1Sj34Oli+Ti4HGQIuEyECqqVoLaTRraVoEdCYaNHMltrP04xoERGSIt/vVyNa5EM7n8FHI1LofI2cVooAXbSoWVIE6EYnQw81ig5xtt9fDIqRK0Mrx9KA9DltqpyPRqTPhaJDISlqRLWqkBT58vVDUSLNfKQQISkKyVAoSqRNk/MRkiKfDIWiRNp7ynscASkKiVAoSqSJDGlECPDLUChKpBm80ooQ4JehUNrcaqfIhQp7XIyoUCOqbjYiKhRaUkIbFdJwKUeFpFBUCLh8ZAi4jIQIqP5imp1GJ0UjRuspWiQlS7RIcw5XM4WO0uV8NGteEUm8e83GPsdqShGly3n37Tyc3egQR/OAA/QpdK4UudGh6mOpPs6sqXISGpkqJ51PBPijM7F5Q64UxSYvu1IUkyHfcWhS5VKRIVeKNJEgLbHIkCtFMRmqN3VOExUC4jLkRoliMuR7BtcTGYoRkyE3be7wT3eu/E9Ko2TITZtbKylyWdPjpFhUyNmvQoSA5qfHEZeTDAGXmRABtV8QF6PUKKPmBlgrRRcoWqSdXySlWXOLmllwAaiOuKWq16VS6Gr23cQUOiJVglgb2gZ0Is8f6KnXaaWoWcUW+IPOFx1y4VIUig5VHUuTCi1wQtEhgkeJ6k2V88GlKBUd4jKiLaKQImuRhZQM8ShRvWlyqW1S2/MoUT1pcvXCo0QSGeJRomZFhuY2lpIyxKNEqTaZd1Q1kSGNBAGy+UI8bW61UuRiaFPkmi1CUhlq9lwh8bYXIkJSGVorRRMkfQgq+e2KEHD5yRBwiZfdjrHzkx+t+d22+3Oq8q7NQlu6eughueyceFV3cOVqHy2KUv4TuxWdlOMlcSM7fnWrOt1NQyyyULutvNFc7MqrUuZiESIXTWdNm7bXNlESf87lgk78fWmVITY9qhFi+X07N5gXCRFx/K68SIiIZt0zQFqIiDO35ZtaSMGdRxcjv6AQ4u68uLRt60xJlSqnWf+spOzTaYQvv1gUR4uWfm1EJUPPvXmjeFtNp27px8dUkaGpXUsqGdIsBaFZlsC3uG+Iuf68WIbaxhbUMrTlIflnnN4ir9zWMlsSy9BSd4tKhjSRcq0IaSLj3cdLYhFafM2LVCKkWVpC8yxdLugiQqN7WlZtnlCMtnFFBs121IgQcHnKEHAZRogI3xd24q6SqgznQr/8ggzlqvootQLzwrSGwkQJ49d1pTe8wLavT6vS1zQPnysflJeBnd6eEzeg/YeXMKE4Do3gALpGTrM6uVZENJIz+Lh86FBbTat9PNvCfBI0ueOTO+QP2P6Dk+mNLqC5xwGIF2POQmwCq4vm3OUU+9VGNM/c2qnq/BRm5LJw5qflYqa5vzrPykfPp7fnVOIOAKdvl/c42kbln/HE4SvE2x5614B423z9U7+ibLu/OSWKNel+XYpFJQHduniaZy4AtJ+Xd6U0g7JaGdJAi5xLkCwmy9GkOg7uXxbL0OxbblfJ0BXfOinetuek/NnfPr6skqG5/rxYhvJLuvQ4zf01uE/+4Bi9sbSuZAi4jIUICH9x3cPL4k7TQn9OJEYLfTm0TZRUYiSVIkDfQGvS18auk4vRlQ/Oi8SIOneajlWzpUjaweo4M68SIwmU5rJWpCi/WBKPnEmva0pzknTsO0bK/22WFGlldXKXbDtNdIgWPpVIEZ0zSfTk7PPLzbZmMGN2k7wToaF9rPzhJFJ08p3ljt3s7emIN50zyUg6ydCGp7OXE4+hkaeOMzNV/41x9E3l/R54X3oonWRofmO6E0YyJB3Q0y7SGquU5pJFhiSdQZIhyfUxuaNFHJWc3dSK2U26zn8zZQgAJnam712NDA09JJeh0etbmy5DUmbfcjsA2YDeFd86KZahnpPzYhlqH19WDyhqItf5JZ0IdYyURO3T4L5FsQyN3ljC6I3+7/ByliHgMhciIP4FpsSIhxalYgTIO5BAWYqkYjR+XVcmMZLSrGiRZgLmxHVyMSrMlNZMtEhDSoqWeyvzmVJSxNMvW2ZLmcRIikb2Gxkp6jpe6UCnpIjn70u+69O3VToSKSnSyJCLJlKkWS09dc/y6JBEis7cWkkTSt2zJEMSSIayoEkvSkkRbw8lHQm+TSpKJJEggmRIQj2RodQzi8tQ/uXplF4uQxsOxjuGXIZS856aFRnS3EtZRIjL0Oie+HtxGUq1u5p2XCtDUrKIkFSGBvcvi2Vo9i23r8iQhGZGhTTM9efFMpRfyollSDPX3RWhyavC32lMhIDLX4aAdSBEQPUXeezHav/ezDS6tSBGFztaRKylaJGUZkqRNFo0+PhMw6JFvrk1oYezb+XuiyVFnGZHiqTRohhTnvstJEW+8xTqyFF0iKMpQRyTIi5DRLNS52JRIo08alPlXGJS5PtbSIp8MhQSJJ8MhaJEPhkKRYk0aXJLPz625iJDEuqVodEb/N+fT4YGI/MKtVEhaWRIM6i11N2ypmRISpaokIS1EhVaCyIE6NPjXEqFSjuzHmQIWCdCBKS/0Gak0RFrKY1OijZa5IpRaELlWokWXewUOmItpdBJ8V3Poapgvs4+pcu5+KSIR4c4PikKVXcKfc88OlRzLLvcfQc3VXGxIkUcbfqc734NRYd8UhSKDvmkKHR+fFGikAz5okSatg/IliYnYbUiQxz3WRUToVCUKCRDvihRqNPmixKFZMiXNheSId+10ezIkHjfGVLkJKyVFLmLERWa76/+7BoRApofFZKiTY+T0qj0OGK9yBCwjoQIkH2xzRKjZkeLpHJUT7QoNZlxrUSLtGIkxaSowqUYKWrWvCIXX3SIwzv9qXPDO3a+6BBHU4bYlSJfdIjD79dUqhyXolSqHJeilCzyjm8qMsSlKNXeufKTkiEeJUrJEP97SoZ4lCglQzxKpI0MSek/vLzyPylrNTIUYj3IkJRmiRDQ3KhQjPMvvXLl52ZFhSgidLGjQo0WIWB9yRAANK+g/Brl6Ht+EzvxUez4Sny7ihS1JKWH/z3VUeR/T+2XpKh9pCQaoSYp2nHvNI69rju6LXUSeo+Ukh0/6mgNHEofA0nRqTvS6/pQJ0uyHhFJUZ/gGIBKGp1k/SLqKEuEgKRobrN83SIJJEWbH0zn8ZMUjdySlmD+oHUX+fNB50AiD3QtS8pyU8dfUoqVpEhSOpukaHyPbI0gzXcNlKWo94hoUxX5RXmp1MkdLeg9Jns4j10nL0VMUiTtQI5f3YrNj8gWJivMLOHoe4THcfs0uh+Mt1fE9JYWXLFPdgwbnp7D8TtlpZOzVJ3b+U/j4u0vRmTIRStDGi5nEdJIEHD5i5CGiyVCHKkETezsEEtQsZBTRYMmd8kjQm0T8vtpZktOLEGTV7WKJAgop8utNxkC1lmEiNB80WuhTLcmjQ7QpdKtlaILUjTRIkA3v0gTQdBGG6RookXj1+keTtPbFaunT8tLiurWaBFviq0ffFq8rba09MhN8mtOU65Xs2aTJnKWig4ZaxdNSp2k4hwxOyS/5jXtlWahZSBdXIGjWqdMscaQ5v4otimO4WHxpgCAkZvk0qJaO0ZRyv2a/yt/9poMVdDOE9LQzPQ4KVIZ2n7/+pQhYJ0KEQB8+/PyL3xq1xKmdsk6fRO785jYLTuts5uLmN0sa/Q1ZZKB8kNN+mAbOCSL/gDAyM3tGLlZFh2RrIRMFCZy4vVgNOcYKC+gtix4+CwXgPM3ymVS0wlvlQ1qA5BFfoix5+keUsMvkz+w28fkD4gNB+QNs2bBvoH/7ynxtpr7AwBaZ+UPKc2otkR0dn7qKWz7zFOi/Q3um8e2b8iKB2g6kdSmSCK0QPlBPbGzQ7TtYlcrtv6VbK7Shi91iQeIOkaKmNoqa3+e+al2UZnq8n4r/5PQNgGcekW/aNvlnjZce7fs/ihsmEd+W7qx0HSmW+U+ho7/OyDfWIlmwFAaEQWAmSH5fS+91gF9e6L5TkJzLn1c8ah85ERT+XGhLydapFOTigWU539J19HpeXYKPc9OibbNL5TEi0A/8ZtDeOI3h0TbFk5NoHBKdo4nd7Sq0rp7Ti6JFwMeOFjEwEHpgumyPg0AnH1hAWdfKNt4+/1FVd/4cmPdChEglyJKr5OIEaUwrAcxkiKVIkC3SKZGigB5A3L+xi6xGBVmimIxap2Vi9HILV1iMbocpej6nzmw8nNKima2V9KtUvfG6J6WqvK4KSniD/aUFGmiQ4RUigCIpSgLqY4iH7VMSdFiV6XDkJKiDV+qXOMpKeoYqdxnKSl65qcqf09JkVSCCE1kb7lHXsCisEE/R3F6W/yzcRnK3xePPnMZWuzSta2dI/Hj4DKUEofLWYaWunJiGbri0QmxDLWPLYplaKEvJ26rNCIEyNaQIqQiBEAsQgDWjQil9s9FKBVN3n5/cd3LELDOhQgoS5H2ImhUxMgNx8fEaGpH9T60DbYmDeJyjxZJuZSiRWPPK6nEaPhlLWIxikmR+7eYFLlVpi7nSFGs07zzU9USFJOiwX3VneSYFGmjQy6aDqM0UgSkpUhCR6LDzeEylN6v7HeE+73GokSuDMWiRK4MxaJE0s735RAZiqWsuzIUS+mSXtvaAcdiQSdDUpoZFZJyuUeFpGhECKgVlVCpfp8IhVJbmxkRIhFa7zIEmBCtkOViaGYqnYRY4+3rdIeiRRO7a2/CZqbRSWlWtEjTuDQzWiRltVPofA+g9rFlcbRorabPxRZO9ElR6AHvkyJfR0MTSVjNSFGsw+frOIZy2n1SxKNDKXh0iNDMrfRFiUIy5IsSxcTH97e1EBnydb59UaKQDPmiRCEZWuzKqyNFLhc7Ta7/8JL3mvbNF7nUUuSaGRXSypCUZkSFGpEeN/W8wZrfhaJCvkIYFBHSRIUkNFuEgGx938sVEyLDMAzDMAzDMNYtJkSMmCnHynS7kaJYKdRmziuSjnBp5xVxYmkJayV9TnqOL3b63GrOKYpV52vGnKINBxbFkaJ6okR8/pDLWkydc9PlOG6UyE2Xq9rWiRJp0uVSaFLnOLHokJs254sOEW6UKJYuJy2w4NLIeUNu2lwsOuSmzcWiQ27a3FpPlXPnETUjOjQzVFJFh6TE2oq+Z2uvv7UwZ0hKM9LkKEVuLaTJhai515owX0gTFQL084Vi70ukIkN8/hCPDAEWHXIxIXKo5wLJkj6XKuvJxcidR+RDK0YS1koVOg0aKWpW+pyULOlzh386vr5KljlFUrIUWvCtUs9Z6KuIES+o4GM15hNJHvQkRakOR7NT5+qdOxQjVQI2y1yimAwRJEWNnDskrThHkDRJvj+SotVMleNQ2pxEhiht7mLOG6LP03tsOSlDNI9oLRRQkMwZotLiF3vOULPS5DQpcoA8TW6tVJGTIBUhmj8kESGaP6RNk5PgihBgMuQjVyqVdE/IdcKP/uRHvb8/9mOy13cdl+fSax7UmnURioVcsiNKaDrl0tHxwX3zGL9G1kHQlDXW0nladom3LMoboo5x+XcmzcOXfleAfg0izToIW78h60zMD7SI5UjacAPAzW+ICxEx9qtXRiNEHM26Q4DufpCurXTl/08uO3Mv2CXedmFA/tk0nb/5frkkd56Vd0Cli2JqjvX0S8Wbov+QfBxwblAutNJFawGIF60FgKUzsoZB87k0c7UA+QDP7GBeHBnSLP4qXWeo43xOLEOa+VFje3Rjx9JrpjBREsuQRrbP3yAbqFjoly/sOXqDIqUCwJXflC9cPLdZNtDYfeCMWISe91/lYeBTr5Pts2W2pIoIzQ/I21DJIvLE7JCwD7bff6wmQ34sQhQgdMH0HJE9zGe2L2GxT/bQaT+fF4uOZqGx/GIJm34ga2yXOoEzL5U9oArCh+nIze3ih2PHSEksLj3HlRX2zsk+13KhvKJ0o5GO0rXOytNMOs/obt1d/yDPo5E++M6+CDj+almDr1m8cf8/3CDabnxPr7hTM7NdlwaWKmdMbH5kFlfsk3WET739evH7aySnbUz22SZ3yB/OgHwRzYnduWAlJZf8olwEpLK92JXDxsdlx9p9ojmPvK5h+fpImsITt151TLRdbuM8Jl4iuw61MiTlxF0lnH++7DuT3l9AWbIkdJ3OiQcnWqfl7ZF2eQdp5sXQQ9NiGTr6RtmaVwAw/BKZQC91yWWoMKNrP6V9hBOv7hfL0FJ3XixD131G1k8qtRXEMrThwLxKhk69XHaftyyWxDLUsiiXoVB032QojAlRBF8pwg1PLaHnSKtYjBb7SmIx2vRwOgL07Jva0XNyXiVGm34wIRYjiRS1LJYbPGmjt9Cfk3f0FVKkEaOuc8tiMWqWFEnFSCNFGjFqhhQBjZUimn8nlSJAPtIrlSKK2Go6bY2Uook7rwWgk6IUJEPjV8v2SSvYS6VIAslQ98l0lTyKOGnSM1OQDC0JpwPOXSg8pZnjloJkSFKKXCNDUpopQ1Lovjq5N31taWRISrNkSDM3d+ihadF2R9/YL5ah4Zd0qmRIQmFmSSVDmn7BiVfLPtdSdx5L3bLv4brPzOO6z8yjdSSdpldqkz3jNhyYx4YD8nvs1Mtbcerlrdj4RPw8tCyW0CKMgrcslv8noWOkhI6RUk3JeiutncaESEAsWhQTo8W+ZfazTowkSMRofE9vZb9CMTrz0mVVtEgjRhI6T8ejRVPbK/vJIkYSJndd3GiRSiKVUhQTo07WsWiWFEmjRY2SIp7mOrN9SRUt0kiRlGZEiqRRIkAuRRJ4yX5plAiIS5Em/Y6PrEqjRBLmaqvwBukali0YmzUydPttB+UHE6EeGYrdX1lkKMXsYL7pMtR5NtzD1K5vpxEhjQxJ0YiQRoakuP2AWOTrxKv7VTIkgURIQqmtIJIhV4SKhfCxkARpokKy7apFiPd9XEiEfJgIyTAhEsIvqA1PVTcUjYgYuY2vJFq08v4XxEgaNQpJ0cbHqju1WjHy4aYwaKNFzUija0S0aK4/+62jqfpzsVPoRm8oiMUoJEW+h9pqS5FLI6TInTMijRIBYSmi6BCnXinypcrFpIiiQ4QmShSSIk2qnEsoSqTJuXdT5WJRIp8MhaJEXIZi+GQoFCWSRoaA2uhQKG1uLUWGUvhEqOe4f1upDLVOL4sjQ81MkZNST1Sobdx/PM2MCknQipD73Ahda/WI0PCdG73bSiNCGgkC/FEhX18iS0SIw6NDJkNyTIgUpC4snxjxKFH172URI58YPfum8CikVIy0aXSuGPlu1nrT6EqBdkWbRufKUWhC/cWMFl2uKXTSSBFQnxQd/W97vNvWK0WhAifSzlwjpKgetJEiV4xcGSJ8UuRb0BmolaKQDPmiRKHokCtFIRnyRYlC84ZcKZobzB4Z4mQtBQ6EZcgXJZKmyq22DPmqrdYjQyE0MiTlUkuRk9CIqNCZW6vfi5719abHuXOYsqTHubjpctKIECBPj0uJkJsuJ02Pi4mQGx2KRYQIkyEdJkRKKA/TjRJxtBEjItYYayJGQHXxBZ42V7PfBs8vAi5OGp2LNGK0FuYWiba7SCl0HI0UNbrYQtZIUaoqZNZIUayiWFYp8kWHiKxFFrSFFGJwKQrJkBYuRZpUuRhcihpZRIFHiaSRIUC+PlM9kSEOjxI1Uob4fbVakSEfXadzDZehSylF7mLPFZI+24G1kR4nISVCPF2u3ogQh0eH6okIcbqHl22+UEZMiDKSkiKgIkahKBHBo0WpRpnEKBYlWnl/ZRrdph9M1KTNuWSZX5Sq/JOl6EIsl5bQzC+6HKNFGrRSJBEerRTFFjQGylIkFaPVTp9zaUakqBmV54BK+lwoOsSRps9RlKieVDkXihJJU+UkMkRRokZEhjgUJZLOG2qUDHEudprc9LZi8n6hwgqNnC9Ea8lcKilyazUqVLOdcKCT5g81smjCibtKDZ8nNHznRlXBBGl63MYnSqKIEMmQJD1uantOFBEiGTKyYesQ1clNH/pj8bbzG2WnevAx2XYzW/KqtS9aptLVnQDgqX8rW9sFAAYflnV65xXrDLUnbnpCOqICAO3j8rSJ07fJPpN0QczJHS3icrDSClharvyW7OF8+qWy715TbGDLQ7Lvc/xqeTSj55js/Yf3yo9z80MtGLlFdqy7vyB7iJ67Wb64lFsVKIRGdqSLJAPpBScJzXpZVz4oO0+xCcucqa2K9d2EbY7m83QNl8SiIa2Qt+V3nxG//z8f3ina7oqvytahmdqeU82/lA6G5RblkrHhCdn3RAtXivYp7OSevl12f6Q6oi6Dj8sGmI69TtbeLneW0C5cEFX6rNH0HUavlS/ALL3v2sZL6BQuvNx1Yk60XcukvBrc/BbZuT/xSvn6Tz3HIf5MzVif8Id/9uvyjY0aLEJUJ/s/8n7s/8j7Rdv2PivbpzRi0DVcrMntjXH6Zf04/bL0qM3Gx1qSkSJi5scnRdstdcpvbGmDOrU9J4oUAeVFJqWrUG98opQsmQmUFwuUjGz2HlsWrXAOAP13DaP/rmHJYYpWpdcwcksXWmdkD/7CpKzpKEzmMXKT7FqSfp6u4ZK4c7T5ocaljBHdJ/Li+066uGjbREn8gDx7q1xyBvfJOwhbviddx0a+8ORzr9ct5hhDuqDrcmcOy52NX+hZGhkA5AuZHn1bCd976mrRtk/+rSw6OvDtDlUnSsrojcINW0sodcrESZrSOLMlJ47iScukn7qjXTwIIKV7eFkkQwsDbVgYSHe0lztLYhka3LcokqFtXzyNbV88nd4QwMk7OsUy1HNySbxOj0aGpMxskx3ncm87lnvTbWjr9BJap2Wfp+e4XIbaxpbEg1rSiPwP/+zXTYYagAlRg9BIkUaMJJy5tXPlfxJSUkRziqRiNPPjk0kx6r4wCqmRopQYadLniMkdrUkxos6MRIoAWYnY3mPlDkLqATz9T1sAyMRoqassERKROLVXHvVLSRF1OKRSBCApRdNbWi68t3iXSUiaNFI0qCjd3GgpAuSjhhdbioDVlSKNDDWDZsmQFI0MSdG0myRDhYnGDTCQDKXSgDVVDqltSkV+Tt0hv38k0aHu4WV0Dy+j40z8XuMilCpTv9xZft+UDA3uWxQvsEoitHhl3BpP3tGJk3fIrZpEaOTm+GdqGy8Fq+CFSEWHZrZ1iGSIi9BSd7w90YqQFI0IaWTIaAwmRA1EKkVA46NFhEaKJNEioLYcdwiJGAH6aJEkYiSJFvFUF4kYAelo0dT2ys/StTNS0SKSIkAeMZKIUUyKRm7JlqsXkyKNMHFin4N3TDUpNCkp4n9vlBSdv6HykM4vlsRiFJMinlZ49tZ2sRilpIinz2z53qwqWhRisbciBs+9vpBJjGY3tVbJUCxNNqsMtSY+qlSGCjPFKhkqtoWPRypDT/7tDVUy1PNI+HrLKkOpdlMcGQKA1srnikWJsha7iEWJsi6gG2uLJXM2JKmubkQoJkMUFUrhilCs6I00KuSKUKqQkTQqlEWEUkhFCIAoIgToo0JSmhEVAkyGGo0JUYNpRgodoFu7JhQt8k301kiRT4xmz9R2pNdCGp109DMkRu4orzSNDgiLEUWJCGkaHRAWI3fOkTRixPHJUChK5Ot0SMUnFCWi6FD1+4t2GZQi3+8bESnydeQ0aauNkCKXRkmRSyOkyEUjRdKoEHDxI0PSqBCgkyEpPhkKta3StnH0Rr8MBaNErbLP5buHQlEiaefQ1y6FokS+6JA2dc4nQr7okDQ1DvCLkC86pI0IuSLkiw5pIkIkQZr0OJd60+V8ItR7YLzmd9L0OMAfFTr6E7XPxmZFhQBLkbvYmBA1iYuZQkestWhRd2DyrlSMfNGi2AiWVowk+MSIR4k49USMeJSI4xMjXyEGEiNXkOpJndOMwIYkSTqfqPz+1f8OdU61kSJXjEKi1Iz0OaBWikKT9JslRZfCvKK1MF9oNWXInUdUrwyFCLWH7u9VUSEgKENulEgTGQp1DjUVAV0pypoqRwIUigi5MhQTITc6lDUixHGjQ9p5QhJSEuSmyzUiKuSmy11KUSHAUuQuNazK3CpAlehSjcPk7srPKUmiTtTMFtkDhlJiUlWvhr5bGWU5e1u8B3z++eUHQ+fm9HB+15fKayFNJwQllb7CoWp0s0OyhoSqKaXEsvdYpRFLdUrP35i7sO/0+9OoWGptGD4xtvuN8XS58fvL4iSNqJA8UdU5SaoclW9NCRGlSEkiRoP7y9eOLzpU/d6Vn1MdVBINqSBRxaxU5IhXnkt16Og+4+lyIeg4U1XLeIc7VYlv0yNy2eEV6FIVp3i532QZ/QvXCU+ZC3HVl8s7oypzEhFavtDvSomQpmIjH5CRiBB9ZykZyi9U9pWKDL3k+sMAZDI0dWv5+0rJEG9PU4ND1D5KZWhlOYlEZCg3W7lmU/cPPSMlncOOkfJ/U+3S0PfL94REhujaJhmSVn4kIUpFg7gMpSSIokOSaBAJUUqCeHQoJUI02CiNBJEQpfo5mugQCZFEgihClBIhPn8oJUIUIZKKEH22lAhNb61cJ6lrnc6niVDzMSFaJW760B+LR0smd8ujRtK1BoByp0daBnjou+NJISLOP39ZLEUpISK0YqSRImmkrffYkniU/vyNOXGjKf3O8otpISLG79+iSpVb6ko/uCrb5sTRocXeojiFbnD/clKIyu8vT13KL8or0AFlKZKm0s0J0zY3PzIrEiKgLEXSMs7SEUSNFAFlMZKW4B1+SaeoktVCn0yIgLIUFQt5eVSoIEuR0wqRpnBC20RJHBk69hbZdi+5/rA4MjR166w4MiS9bnuOl1SRocW+ZXGaXG62RRQdahsvia/zjhF51Hro+/Pi6FDXcEksQkBZhqRpcadvL4iiQQCw9RsyERm9oSCOBi1e2SeOCHWeLqlkSPo80QqRVIakEaGl7lZxROjoT3SpokL9z8iWNpne2ia+ztvGSyZDq4QJ0Srzwvd+vOH71EhR64y8wzg3KO8kzL5WNm8IAEr7ZE+xruGSeCFSjRQBunkPHcIGfGZLXly2uljIifPWe39MJkVAONXOh6Yk9NgemeRsenQJZ18gn/tBo7ySY5DQPr6M+X55Wt5yQb6eVWGmmIzuEdLrYNMPJjB6k+x+2LB/QrzYYX5RN2eoRbiA6rmbO8XXbetMCePXCddeE6YnjtxSQu8R2bXYPbwsXttKk9ozfl0JW78lbBOuaMHIHbILLDfZKv5smnZGPJjRp+sKtMzmMLdN9tl6npZdNLObdQMqo3vkiz9L03U3PSqf88EjgClOvlLWLu76hxmxYAFA1zPnRdsd/VdD4n1u+qF8kb/8YhHj18iOt3t4WTVgJUW6TtHc5vZkJUC+rWTADpCLECFNcdYU6jLqx+YQrTJS0+9/ZkF8k204sLjyPwmaMsDSUYzcI33IPSJ78g59fxFD308f68yWnCoPOVURhyOtDgTo1oWSrhBerjomW0Rv7m+GMPc3sofZUpd8ZFzzYBo4KB/V03QoJBQL8lFuQLcIL1BJwZLgFsbw0X94STXCvGG/3M63fa124nAIzaKsGqQLPwJA/6HGdX6ki+YC8lSnK781LV60GIBY8ICyDEnJTcoHEYqFdKnq8nbyc59FhqRsfLhVJZySyCKl3ErYcFC+rbTt6n5mAt3PyO7bpe48lrrTXa1d/zDTFBlaGuzB0mCPaH+lWydQulXeHuWFAyn0vJVckz3PTqHn2Snh+8urd85tlreH0m1Hbyxh9Eb5ta2pDGoytPpYhOgiEosWcRlKjb70PlfdiMfKbwLVo4upBopPYI1Fi9wOa6xR3fwX1SH7WAlS9z1jHYF2p0RqKmLEH5SpkSDe6MaiFe6crthIrnvuYyPvBec9O94WTpGgeUXl9w/vk4g9UNzPGosU8c5EI6NE/LykyuByGUpFilwRikWK3PSoWKSo/3D1/Ri7tmjNLwDJSBEXp1SkiEtLKlIkjQ4BtXMQY9ese+3HZCIWIXJFKBZFcUUoFiFyRSg1n44ffypCxGUoFSHiMhT7bO65jkmG27bEokT1yFAqQrTx4cpnS0nc7ObKOU1FibgQxaJErgzFokQSGeISNLujN7idK0Bnbgt/nl3/UN1IN0qIuASdeFW8mA5/XrvPZxdXgmL9E/d+jPU3XAma2h2WOPeZFYv6cLlJRYf4tqk+ARehXV9IjxKZCK19LEJ0EWlGtAiAOlokHWGJVUJxO6qxiNGZf1s9X0ESLSI0I42dp0viqFGjIkZdw9UPi1jEyD3vsYjRovN+sagRr0JHEaNY5KgRKQxuZ0ITJYpVjXI7gbFIkRsZutiRIkJ6XW3YPyGOFsUiRe411KxIke+9YmSJFjUjKgTUylAKV+ZO7g0/OqWRodxkqzgypCkLvZqRoY4T4QPjMgTE224uQ0A8SuRGhzQRoBCh9ooiQW5EKCRDvmhQSIYoIsRphAw1KyKUXyyKI0KA7n6UypCvvxKSnLnN7eJIj2ZbiwpdvliEaI3gRotiAuSOyLgRIhc3YhSKWvgepKHOqi9aFOqs+hrc0CiUL1oUikz5RhzdKBHHFzEKPUx9o0MhcfRFjELV/3znPryWTvW/3SgRx40Y8SiR/ziq/+37bKFImC9KFOpQ1BspCnUEfZGikACFIkUhAfJFikIT6N1IkRsd4rjXFI8OubjRopgoudGimKT4okX1RIg47ncVamd8kSJfhCgkQ24UJdbxciNEMRHyRYhiUS03ShQTITdKFBMh9/PFZMiVjFBb4osQNSpNzhclcmVo5Tg8bbYrQ4QvShRKlfNFiUJtuy9K5LZfqXQ4V4hiKXGuELkSRNQrQyEJ8kWHQhLkey7HJMgXHQrdj75rM5Qa5xOi0PPXJ0QhudFs67bXMQnyRYikEgSYCK0VLEK0RtBUEdFO4FvtaJFLM+YXAfp1Di5GxMhFOscIqI0YuVEijhsx8i3iWn0c1REj92EVSwt05xPFokH1RIpiHUFXvmPRIN/fYtEg92+xamLNiBQBl968IkAeLeo/lItGi0ZuKYkjQ6sZFYrRzPlC8m3D59QtItPIOUNulCgkQ0CtwIVkCKiNEsXmDbnyE4saufvhbZRkbhCXodT8IC5DvohQI1hLESHp/djMeULNigppMBm6NLEI0Rrkhe/9uFh6xq9pS0aIOBQtklQpogesZCE8iuJIJr9Tg5zKVQYqESNJtTs++hiLFBEUMZKkXNBokaRh1qwRRd+DJM2FOkexSBFBEaNUpKhyHOX/0ueTVHWjSJFEerJEiiSdQYoUSdLjeKRIkh5HkSJJeWWKFMUiRARdS7EIEUGRIokgUaRIIiY8UtSoCBFB35ukjSHpoAiRRIQogiLpfFGESCJDPEIkkSGKEElkiCJEEhmizye5/kkwJO3HyvpQTSigQFGimAytHMeFdjomQwRFiSRFFChKJGnPKUpEbZe0QALJkKRIAsmQRIKyRIckEkTRIYkE0fNYIkE8MiS5D+n6lEgQRYckz1qK+EjERrMttdFSEaIIkYnQpY0J0RpFI0UELW4oYfIqeQdVGgkCdHMKNKU9NccLADlFobOOcXmHcHZQfo415dA1561YkEkRZ15Rpa3nmPx8SNdiAXRSpCmLLpEQQjOSD+iuDU31xq7j8mjF6E19qojRqVfISnMT0jWIAJkQEZrzoYnGbHlIcZ6F5XgB4PBPyz8bAAw8Kb+nRu5YVEWGJGv2EJr1x6a3y8+dppIcoFvHqVnftwZayFPC5A26e+rMbXlVNEgjRG1j8n7B8d+QR1C3fFLemV/q1rWjmvZuZnu8AMRqcPwu+f2nuVcJk6G1iaXMrVF++Ge/jgfu/ZDqNR1n5A1w50/KFnIDdA+6YkGe5jF6QyFZEY/ofW5JFQkrtcpX2J7rz4vXG+gcKYpLQLfOlGqKLIQoFuSpAflFoO/oAvqOyh+M8xtLmN8o+x6ndsiahYW+nPi8jdzUqpI+jfBN7pB3NLXnLbXieNbjOPWKfrG4LBeAcy+QpZyO3tSXrMTnIl2oEQBaZuX71iyuLEVTmGGuX/54kyz+yNn6rSK6zsk6m1c8OoHr/1R2MkqFIkoFuYRL72lAvogpAAw+pruGNKmx0jXFAGDTw8CysEjEciEn3lYqQ2M3D2Ds5gHRtkA5SjW6p0UkQ0fe0oUjb+kSy1BhZkksQ0vdrWIZuuIzXWIZWupuUclQ6/QyWqdlx3H6Zf04/TJZm9g+toj2MfkDRbrAOpCuLsfZfr/8XgXKImQytHaxCNElwp2v+0hym7bRymjo3OZ4CdmlX6vMYJ/9vHzBtkZHi3inSTrXCZBFjLhATW2Nb89Xvk+lAPAJvJLOJ+8ApNLoNCXRNxyopD1N7Ew/VCeuq/zcfj6+b0mUiM+bSp2zkZsq5z8lzN3HK+cgNm8KqL7Geo/FO2Xug1lyzkieFgbS1xt/kKaOZfzqyv6u/Ga8c8Zl6IpH45EiXowhJe5LjgdtfTDdaR+9tiIO/J7xwa97971cUhEDLkKple65CG18It0xdWVo+KXxz8WLKaQijvz7OvjOcJlmAFUi1HMkfr1xEeo+3th0OVeGUosycxlKdSb5NXH2RfHj2PRw5eeWxEARF6HUtkBaiLgESfbHnwnbvh6Phhx5S+XZvPUb8XaiMFP5e24h3SYvdVeum+H3xEtMX/GZynGkpEUbEeL74/0SH1yCUu0mgBURmh9ID6ZyEUplM/BrN5Uqx0Vo9Pr0s8Ek6NLAhOgSIiVFvoYnJEZciIiLIUa+UeRGipEbVYqJkdvBi3XyfVWNQnLUrCp0QLUUAelOPpciIC5GMSlyi0jEzhWXISIkRVyGiJgUuddW7IHqe+jHzpcvkhQSI19HMHYsXIiAuBS50aGYFPnWMgqJUUhSYmLEhQiIS5F73cekKCZEblQoJkRuVCgmRKGoUEiIfGsPxYTI/Z5iQuRGhWJC5IsKhaRIW13OFxmSrj0GxIXI1w6GpIjLEBETEzcyFNs2JkNuNCglQ+5zICZDXISIkBBxESJCQsQliIjJEBchIC5D9YgQERIiXzQo1ma6EaGYELkRoZgM+a7ZkBD5IkIpITIZunQwIboECYlRqOHRSBGwumIUS6tphBiF0ux8YhTq3IU6+6EFAX1iFEoT8YmRpiy6K0ScUGfflSLCJ0c+KQpV1AudJ58QAX4p8gkR4JeikGj7Hqqxh37oPIVS63xSFOoI+o7FlSEiJEWhdDmfGIUWd/VJUUxQfFLkyhDHd++Ernnf+/qEKJQe5xOiWHqcT4piKXI+IQotxOoTopCwhoQolCLnk6JQipxPiEIpciEhiqXJaUrt++6F0LXgEyKfDAFhOQmlyfm298lQKCUu9H6xhWB9QuQTIcAvQz4RAvwy5BMhICxDrggRvraxESIE+PsksbQ4X3sZSo3zCVEoNc4nRKE2WyNDQFiITIQuPUyILmFcMUqFpl0xCgkRsVpilJprUK8YxeYeuWKUSgPinf7YgxGoFaNY7rwrRqkKXVyOYlJEuJ3+kBQBtWLkSlGsxLgrRSEZIrgUhWSIcKUoFnl0H6ySPHZ+jlLzjFwpio2Mu8cSEiKCi1Fq7pDb+Q4JEVArRak0NqBajGJCBNTeO7Hr3X1vV4hic4VcIUrNFeJCJJkr5ApRSIaAWiFKpTRyKUrNFXKFKDZfyBWi1HwhLkWS+UKuEMXmDLn3QmrOEJeikAwRrqTE5gy527oyFJsb5L421dYD1TIUkiDClaGQCAG1MhQSIYILUUiCCLddbJQIEbxPkpof5LaTsTlCrgyl5ghxIUqldbpClJon5AqRidCliwnRZQAXo5QUARUxSgkRoJMiIJsYSSdfa8QIqMiRpBgDiVFKiAjq+EselCRG0snEJEea0ugSKQIqnf6YEHFIjkiKJOst0blJyRBBUpQSIqAiRZL5afSAlU7qBSrnR1J4gaRIOgmXjiclREBFiiTFFKgTHpMhDomRRIiAihSlhIige0hyvdMxkBBJiiaQEEmLJpAQSQsnkBDFRIhDUpSSIaAiRJLCCSRE0sIJJEWS4gkkRJriCZoy+3RPSK4BEqKUDBEkK5ICCrQtyZC0QAK9TtK+AxUZSokQUJGhmARxSIhSIgRUZCglQgS1jdpCCRKoLyItlEDto6RYAgmRtFgCCZGkrSYhkhRMIBkyCbo8MCG6jLjzdR8RCREx9QfyMlDNFiNNRaosYiStUDe1tVUsRYCuclPHSElVYUm62CtQFiOpFBHHXyMv9dp+PqdaBLd7eFksRADEC+YCZSmSVqzrPbakEiItCwOtqqpEmoU2r/zmuLi6HFBZN0nC3GBOLESE5jta7syprnXNsXSOFFUV5DSl04GyEEllCNCVFD74zl5VFbnChPza6j6eU7VHfc/qzsvYnry4mtz0lhbV96+hZbEkriYHAAP7xlSV4iZ264rvbvv6tEiEiJ1fkj+jcwtFkQgRWrFphggRozfIy3j3HltSVY2b2irfd2GmqGqjNYs9j17fajJ0GWFCdBnyuhf/R9X2UjFa/vRmVScdkItR13BJtW5P13AR7WPyhmt+oEW1/XOvb0H/IdmDsf+ZRZx9obynO7NrEVu+Lmug+w9O4uxt8l7O+HUlXPVl+YOlWMjj5CvlD9zeZ+XH0X5edv56jtOIr2zf84M58dor1CnrPikvtb0w0Cout906Xd7u7Itka2e0TZRUZdsB+ZpahZmSaIFOAOg7WumUSctu9xwvib+jTd8bBQCcv3WDaHupENGinpKFl4FydEgaGdKsm0SMX92arBJI0Ej52I3yEtVSIaJIblF4K88OFTH0kPgw0H9wEoB8jZiu49MY3xOvqkdQ5GngoEzQCjNFVRllKXODebVQjjxf/swafKyEnpOyQatzN3eqBrhGbm4Xr8c2vaVF3enf9Ij8WCZ2tqkGFbuHl9F5VtY+t0wtiK8rQDeoeP755XOy4yuy7b/9+d8U79u4NDAhuoxptBgtf3rzys+NFiO+1pFEjPj6PlLRmR9oEW//3OsrHRGJGPU/c2GlaoEYzeyqCItEjKgzAiApR3wuhlSM+IK+KTmSCBE/BokU9bBUuVSHmy8wK5EiPkotlSJKhZNIEQkRIJMiOh6JFPGUSYkUFRQl27kQATIp0nxPJESATIokQkQyBKSFSDtvSCtDmrLpQHXaUKOFiM/5kwjR7FC57ZQKEW9/JELEI2apziufmyQRIj4XpBFSNMcW2pbKEI+spYSIpyRKZIgvfCwRopGby5ESiQzxKIlEiCgdTCpDfA6mRIj4MaSEqGWq8neJEGURIUAmQyZCly8mROsAjRhppAhorBi5C8DGxMi34GlKdEiIpK/hUgTExYiEiBOTIy5FQFqMeKcEiItRqIRxTJC4FAFxMUpJkfv+MSnq8cwbinW25x2RiEmRL2UnJUVusYSUFHEhAuJS5DuemBi5c8hSUlRwto9JkStEREyM3O8q9j1xISJiYhQTIi5CREyI3KpyMSHKGhXipITInUOhESIgLkVuAZSUEJEMETEpctscIiZFbvpgrPPqq1wXkyK3Ulg9QsRFCIjLUCi1MCZD7tyslAxxEQLiMkQSxIkJkZsuFl1OwlMxLSVEviqdMSFy3z8mQ1yEiNg1pe2PcBkC4kJkInT5Y0K0jmiEGLlCRDRCjFwhIkJi5JMiIiQ6PikKbe8KERESI58UAWExcqWI8MlRqHMSEqPYui4hMXKliPDJUUiKQu8bkiKfEAH+zrYrQ0RIimJzGEJiFFpnyCdGrgwRISkKHU9IikJFNXxi5MoQEZKikBABYSnSfFc+IQLCUhQSIp8MAX4hCq05FBKiRsgQ4ZOi0GTyRglRaA0xnxS5IkSEhCjU3gBhIQrNpfJ1YENrG4WEKLSOjEaKXAkiQjIUm2MVkqFQkQqfELkSRIRkyCdCQFiGQvNmfEIUKh0dkqHY+m3a5St8QuQTISAsQ/WKEOETIhOh9YMJ0TqkHjEKCRFRrxiFpAioFaOYEBGu6ISEKLR9SIoIV45CUgTUilFIiAhXjGKdFKBWjmJSRLhyFJIioFaMXClKvZ8rRaEONuF2tENCBNRKkWRCtytFIRla2acjRSEhIlwxih2TK0WpCoOuFIWEiHDFKCZEhCtGse/L/a5CQkS4YuQKUUiECFeINAuwNlKECFeIUpW16kmbiy2mDNQKUUiGCFeKUu0MUCtFscISbic2ttArUCtFsUU1gbQUhUQIqJUhSaEJV4ZSlfpcGQqJEOEKUUiEgFoZShUPcKUktaioK0Sphb8B3QLnrgyFRIhwr6VGiRDBhchEaP1hQrROyTq/KCVERFYxigkRh+RIIkVAteikpIhvnxIigsQoJkQckqOUFBEkR5LOChcjiRQBFTGKCRGH5IikSPo+JEUpGSKoox2TIQ6JkbTCFZeilBABFSlKyRBBUiQ9HhIjScl1oCJGKSECqqVIIkRARYq031dKiAgSIxKilAgRJEQxEeKQFDVDhoCKEElLDGeNEqVkiCApSskQUC1EkvYFqAiRtMIedWRTMkSQFKVkiHClKCZBHBIiacU9LkOSkuUkQykJIkiGYhLEISGSVlFbWS4iIUJAtQxJRAioyJC0aAMJUUqECLqOGi1CgMmQYUK07skiRlIpAvQNl5ZmlXblnH6pfNv+Q3mxFAFlMZJKEVAWI2mnBQCe/hl5RR5i+9d05VUnr2oVCxFQliJpBxvQlXAH5FLNkXa8gLIUSYUIKEuR5jqdG8yJhQgoS5FEiAhppSvOxE5ZpTZi4yMyISKO/8RG1fZXfkte6hoA5jbLy/QSEhEirvzmuFiGgGxCJJUhoCxEEhki9vyVvE3JytE3ys/PwMGi6p5c7MqLJYjoGJHvPws9J+fFIgSUZUgqQkBZhjTlpKWDDYS0kiNHW+K+59kp8bbje3qbIkLEjq+YCK13TIgMADoxmtnercrdntidX1mcVMJCv27Nm40H5lTrEgDlxU+l0SWg/Bk0HYzuE3kM7pOLzunbC5jbJtt+8HvljppkIUiCRnRP7pV9b90nyttJ13w6/mr5g7n3SF4lCP2HZnBqr6zcL5BNiPKLpZrV6WMsF3LoPSIrV6+NEk1tLz/0pfcMrbEliXwC5SjAco98DSoAKJyawMhL5QMh/Ydm0DIpF69mCtGpvd3Y8JROQDrOzOP0S4Ulpi+0I9qoxMx22TH1HSrf79I1rGZunkXpvKJjfSiPoe/KSocTCxs6VGvenXtBH6a3yzuzc9sWseOL8u0nd8jlFZDLkGYRWILaBWkp/q1fPIHjb90m3r9WhIqFHJbkyyRhy/dmxYswE7NDOWw4qBtI08iQZukJAOh/ZgHP/pT8HB19j4mQYUJkOEjEiOePS8SIL3Qn6eTxkSyJGG08UHkwS8VoZkvlmCRixD+DRIxIKACIxOj07ZXejkSMSIoAuRjx700iRvwzSMRIIkW9Ryr7lAhC/6FKSpREirLKECGRIt45kkgR7xhJPvMU6zhK7he+6LBEitwIo0SOCqcq15hEjPj3JhGjZggRv14kQtRxpvo4JULE2w6JEPE5KxIhIhkCZEI0c3PlepRIEZ8DKZWihQ2VzrJEivjiwhIp4u2fRIqaIUO8HZDKEG8LJDK09YsnVn6WCBGfLyQRIp4iKxGiLd+rHL9UiGaHKu/RDCHKIkKERIhMhAyOCZHhJSVG7qTalBj5Vv+OdfZ84f2YHHEp4sQEiUsREZMj32eIyREXCiImR1yKiJgccSkiUnLkqxAVkyPfZ4jJUUyKuAwRKUHgHWsgLUX1ChGQliK3g5SSIl/nKPa5pzydxti9woWIiIlRKOUyJkZciIiYGLnfGxAXo0YKke8aiQmRK0JETIh87YRm8j4QFyIuQkRKiLgMAWkhcgvCSISIyxCQFiIuQ0BaiHztXUyKGilDvvs+JUO+ez8mQ1yCiJgM+SrIxWTIV1UyJkNcgoiYDHEB4jRShrQSBFSLEJCWIRMhw4cJkRElJEaxtSh8cuSTCcLX2YvlO/vEKCREhE+MfEJEhMQo9DlCYuQTCiAsRj4pAsJi5JMiIiRHse/OJ0ehzwD45SgkRT4hAsJy4OtUA2EpaoQMcbQdJG3nyPe5fTJEhKTIJ0RAWIpic9BCUuQTIiAsRaHvDvCLUaOEKHRthIQoJENAWIhCbYO2rDPglyKfDBE+KXJFiOOToth6aiEpckWIE5IiV4aIkBSF2riQEDVChmKDH6F7PTYAErrffSIEhGVIW0o7VF4/JEM+ESJ8QhQSIaIRQlRPNMglJEQmQkYMEyJDDJcjyYrlXIxiQkS4Hb7UJFBXjFJSBNSKUUyKgNrOj+RzcDmKyQThylFIigi34xCTIsKVo9T354qR5HNwOXKlKCRDhCsHsQ41wTu/WWQISFcdcztM2hHjVOqM+7ljQkTw+yQkQxwuRtKCHK4YhYSIcMUo9f25UlSvEKUih64QxUSIw6VIklrLpSgmQoQrRDEZAmqFKCZDQK0QxWQI8AtRTIYILkUhEeK4UpRKE3alqF4ZanQUGKi910MSRLgyFFtcleBCFFt4mXCFKCZCQK0MpUQIqF+GGilCBBcikyBDigmRoYbESCJFQEWMJDIBVDp80qo4JEYSIeKQHKWkiKAOkfRzkBhJZAKoiFFKiDjUkZBIEUFyJP3+SI6kn4PEiKQoJUOctomSSIYI6gg3OjrEyTqxWjqpGqiIkUSIgMo9IhEioCJFmgqFQFmMUjLEITGSfockRlmFSFNsY8NTS2IRIkiIpAVYSIgkMgRUhCglQpxiIS1CHJKilAwRJEUSESJIiCQyRExvz4kLyQAVKcoqQ9KiKXSfS4umABUZSkkQh4RIIkJARYYkIgRUZCglQQTJkESCOFmFqBkiBFRkyETI0GJCZGTmR3/yo6rtR27SPshK6lKh0safc+ZWeWlUoHYRSQl5XZEr9Xt0K8pYc7rO6R5mmlLEAJCX93dW2PSwrqTy+HWKEkoXyLIejRZtGWBpJ5qz6Ye6E9xxRi6bRH5SN9AAAEuDPartNWKTFW2pbgCY3KW7EaWDJZxWZZM1davuBX3f0zdY7uKgEqRr1RAjL1E2igAGHpcPFgHy9XCIrhP6ax0ACsNjqu0nbxnSba+UQAC4Yp/uOnEXYpaQRYaaJULEA/d+SLW9YRAmREbdaMTo2FuK6Hpa/uBc7CtfntI1OOY3Vi7nnV+SP9wWu8oPnNEbZA9cGqGXjugDeinqP1x+2IzcJCsfOvT9cud4aqvu4Ulr2EjX/ZjvLx/PnHCxVEAuRpO7ysdw9d/JHuYnXlXuSGvWNQIqn1Ua9aEooqZUe2GmqOrI0GenxWtTaGUIANrGyp2L/IK+M6oRo5lrNq68lwSNEG16ZB5nb5WXlaZ0OU10SBsZAioj99I2YeuD5WtcMyDTe2wZp94iP68bHiiP+tOCmSkoJW9wnzKSdnv5++g8LbsPR+8sX0vFWdn9oRGhrZ8/AgAYf9kO0fat0+XvWHO9AsBSd/nYO585J9r+ubeVI0KaEvCt08sYvUF+rWujQvMD5fOqGazUShAAnLmt3KbRQt4SOkeKKwthSzARMurFhMhoGBIxOvaW6g5GSo5IiIgsYgSk5YiEiJCIkTvnKdUR0goRUJEiQCZGJEUrxySUI76wp0SMSIoIiRylpIiEgJBIEQkRkRIj32eTSJG2TLv7PhIx4p9fIkX1CBGQTYoAmRjNXFNJgZN0NCVCtOmRSiddIkSrNW/ITWGSCBHJECATot5j1Z1QiRSRDAEyIXLnJ0mkiESIkAgRydDK+yakSCJDJEGERIZIhAC5DJEEERIZIhECZDLUOl39XaeESDtPCKiIEJESoiwSBFREiEgJUacz10siRCZCRqMwITIaTkyMXCEiYmLkShERkyNXiIiYGLlSRITkKFT1K9YhqleKiJgcuVLEiQkSl6LK78IdQleKiJgcxaTIFSIgLkWuDBExKQp9npgUheaYxTrLvveJSZHvswNxMdIKUazT18iIEZch6fvHhIiLECckRY2sKAeEv+fQXI7Y/c9FiBOTIleGgLgQcRHixKTIV70uJUSuDBExKXJlCIgLUUyGXAkiYjLEJYiIXZeuAHFiMsQliIjJkCtBREyGtBXkXAkiYjJUTzTIJSZDrggRMSEyETIajQmR0VR8chSSIsAvRiEhIkJiFJIiwidHISkC/GKUWjjT1znKmjoXwidHMSkifHLkk6LK32q/t5AUET458klRSAgAvxSFZIjwSZEk8uUTI2159tT7+MQo9vkBvxg1UogIrRj5pCgkRLHj8AlRSIQInxBp1xvSLr5KxCa2++75kAgRPiHyiRDHJ0UhGQL8QiRZ7NUnRiEZInxS5JOhlePwSJFPhkISRPhkyCdBhO9ajEkQ4ZMhnwRxfNdmSIQAvwylFlj1yVBIhAC/DDUqGuTiE6KQCAF+GTIJMpqJCZGxKnAxigkRh8tRSoqAWjFKCRHBxSgmRBwuRykpInhHqdFSRHA5kkgRweUoJkWVbSrfYUqKCC5HXIpSMkBwMUoJEVAtRdL5UUC1FGkrEGrei4uR5BxwKao3XS5FPWKUEiLf8XAhSokQwYVIkorEhUgiQgT/bqUVvvi9npIhoFqIUiJEcCGKiRCHS5FEhgguRSkZAqqFKCZCHC5FXIZSEkRwGYpJEMGvP4kEEVyGUhJE8OszJkEEl6GUBBFchmISxOFC1CwRAqplKCZBHC5EJkLGamBCZKwqP/qTHxULEdH1dJtIiFzaz+fEUkTs/NKcWIqI0RsKYikCyp2lRqXOxRi5qUUlRcTU1laRFBGFmaJYioi5wRzyi3IZIq7+u1mRDHF6jpdUQkQsF3JiIQLKHWft+0zuaFWfg/bz+aYLEZA9jU4qRETb2AJO7e0WixBx9tZ21QR1oCxFGhkCyt+rVISIqe05kQhxztzaKZYh4tRbFsQyBJSFSCNCxOC+eZEIcTpPl8QyRBRnWzHweEEsQcT4y3aIJIhoG1tQSRDR+cw5sQQRG55aEkkQZ/SGdrEIAWUZkkoQMXJTa0NT4mL0PisXIaJtbMlEyFhVTIiMi8bOv/zPqu17DrSpBQcAWmZzWO6Uv27rN/QdwfFrCjWLbKaY2aLrZAFAsTXbSN7kjpaqhVMltI0tqMsOz2zJq+Rw5BbdOes8k0dR2Y+ZHSpi67f0181cfx6LfbrvaOihacxt1nUcx69uxfQ2XWdh9xfmVeJemFlCbkEvhaW2PFqmdCI1tzlLGXTdsS0MtGYqna4tGw/ohSi/WELPSZ3cZZGhyR0tKCjbnMldQIewMA0nv6gvC7/1wVkcfrfuNTd86LR42+E37hSvw0V0HziD2WuuUL1mYaAV41frBnyA8rpy2us6i3BlkaGOM/OY2aYQ6UIOI8/XXzd9h4COcd05+M7nPqB+H8NoBCZExkVHKkY9ByopdBoxapmtNORSMcoqRYRUjrJKEaGRo8kdlYe6VI54VEEqRzyqIpUjqRh1nqnsWyJGtDguIRWjuf7K+0ilaOihyjo3UiniHXSpFO3+QqWzLZWiwkzletaIUamtch6kYtRMIVoYqHzeZgtRllQ5fkxSKcqSLsfvZakUTe6q/CyRIt9cP4kU8ciYVIikIjT8xp0rP0tlqPvAmZWfpTLErzONDNHi2oD8ms6SgpclPY6njEpliKcPa4So7xB7X6EQmQgZFxsTImNNkZIjLkWERI64FBEpOapXioiUHNUrRYREjnhHauV1CTnypVql5MiXapaSo5QUcRkiUlLkChGREiMuRERKjLgQrewnIUa+DnpKjLgQrRxbQoy4EBESMeJCRKTEqBlCxDuoldc0R4i0RRRCx5ISoiyFFHz3b0qIuAgRKSEKVYNMCZEvTTAlRSkZ4hJEpGSISxCRkiHfNSaRIS5BROp6zlKUQVswAfAXEknJkK+wjESGuAStvH9ChkyCjLWECZGxJgmJkU+IiJgY+YSICIlRo4SIE5KjRkkREZMjX6dq5XUBOYrNPwnJUWz+TUiOQlLkkyEidB5CMkSEpMgnQ0RIinwyVLVPjxilOuchMfIJERESI58QcUJy5BMiIiRGjRQiXye18prGCVFqvaGQEMWOISREqXWHfFIUu2eBsBT5ZIgISVFqvbCQFMXmTIWkKCRDPgkiQjLkkyAiJEOx6ysmQz4JIkLXsrZMN5BeU8gnRKn1tkJCFFt6ICZEPhFaOZaAEJkIGWsREyJjzePKUUyKOK4gxaSIcOWoGVJEcDnKIkSALG0MqBWkVAcLqJUjyaR8V46kRQm4ILlSFJMhDj8XKRniuGIUEyLCFaOUEAG1UiSJVrhSFJMhDhejlAxxXDGKCRHhilEjhCjWUa28pn4hkiy8SnApkr63K0VZFmGV3KuuEMVEiHCFKCVCHC5F0uIRrhRxGYoJEMeVoZgEEa4MSa4tV4ZiAsRxr2PJwq1AtRBJFlYFamVIsvCwK0OSRaldGYoJUNXxODJkEmSsdUyIjEsGEiOpEHHmN5ZEQsQhOWqmFBFtE6WGR4lCkBxJOlorr7kgR9pKZZO7OlWV2oCKHI3cUhLLEEHnQyNEQEWKJDLEWezLiWSIQ2Kkmc9CYiQVIqAiRRohInILRZEMcUiM6hEiSWe18ppsj67xq1tVIkSQEGnel4RIIkIECZHm/gTKUiQRIQ5JkUaGgIoQaSvpHX53RYSkEkT0PrckEiAOyZDmuiIZkkoQJ79YFEsQ8dzbtokliCAZkkgQQTIkkSDOyPNzYgnikBCZCBmXCiZExiXJTR/640yvW9IVTQMAtM5mezhqpQjIJkatM/oKUCuv1T2HAQBXfnMcxTa9iWnLHQO6tVIIbcU2ov18Ht2eBV1TbHxiRv2aLKK44cBiJrnJyvxAAe1j+uteW7YeAJa69aV8swjRfH9LZpHKQv/BSZx6Rb/qNXMbS5kqwc1lqMA5cAhYUFZSJK7Yp288zt8gr2xGbLn3pPo10zdsznRNaUp3c4ptOfQ+Lq+QBwDF7k4sDeofSFmqRY5f15Xpul/synZtPPI/fj3T6wzjYmJCZFzyaORo5ubKQ7ztafnDiIuDVI6KbZWHCV+EM0WWVLpW1ifXylHbROVnqYBc+c3xymsUcsTXtpF2FDVSxIV3fqN+fR8AKiniqXOaSBGlFmqkiKcwasSodaR88Wo7XzwlRyNGa1GI+DpZ2o7h2ReV/7vpYflr+g9OrvysESKSGo0Q8evi1Mvl537gwqi/Voj4+jiayEazZWj6hs0rP0uvJx4taR/TlT3n7btUhordlXtQcz/ObqpkRXSdkK3tNH5d5YvSXPOdZyvX08ROeTaGSZBxqWNCZFw2SMWISxEhkSNfNCUlR/yhSUjkyFd8ISVHrZ5AhVSOuBQREhHhYrTyuoQg+Rb8lHQaU8fji/5JpYhkiJMSo6wFFnxFKCRi5Ct4kRIjkiGOtCPmm7CdEqMsMgRkEyIg3dHzLRgs7RySCHFSUsRFiJBc277oTkqKQgVQUlI04El/kkqRb7HQlBRlESEgLUNcgAjJdeRLGZPKkK89T8kQlyBCcg9yCSJSMsQliJBc71yCCKkMmQgZlwsmRMZlS0yQfFJEhOQolV4WkiPfQ5SIyVGsXHdIjnxS5BKSJJ8UETEZ8UnRyusCcuSTIk6oExk6jlQqZEyMfDLECYlRrAx3TIpiJctDYpQqjR4SI58QEalOWaykb0iM1ooQ+UQo9RrCJ0JESIh8IsQJXc+xNLeYEMWuh5AQ+USIE5MinwhxQlLUaBnySRARu4Zi82ZCMhRrt4mQDPkkiIjddz4JIkIy5JMgTuh690kQEZMhEyDjcsWEyFgXuHIUEyKOK0fSOTeuHEkerkCtIEkWeHXlSCJFhCtHMSniuGISk6Kq1zmClBIjwu1Quu8vmRvmk6KUDBGuFGVZrBXItrgtIF9I1xWjmBBx3E6adLFHV4wuthDFRCj2upgEcVwhSokQ4V6/0vk+rhRJrwNXilIyRPikKCVDQK0QNUqEYgLEca8faeEAV4ak7TRQK0MxCSLc+ywmQBxXhlISRLjXeUyCOK4QmQQZ6wETImPdQXIklSKC5EhbiGBw36LqQUtM7mgVCZHLzJacSoo4C31yKSJITqRStPK6C3IklSKCOpf0vlkKZZAcSYWI6D5eEssQZ+ihabEMcWa25MWdYE5hZkksQxzqsEmFiCAxulhCJBUh93VSEeJselguQpxTr+jPVPig43wu0zVw6uWtYhEiSIgkEuRCUlSvDEkliKBrR1s9rX1sOVO7DJRlSCJALkuDnWIJ4nSdmBNLEEHXuFSCCJIhkyBjvWFCZKxrdv/1H6pfs+GBDswP6h+kXcMltI/rJu4CwPSWlkzV4CZ259Axon8dAGx6eBpnX6SvCtcxUszUWRzf05vpdUffqKvg1QgG9y+rSyID5ajAxicyVLH75nOYviW+ir2PrmfOo9SWoUwfgPO3bsh0rfY+flrdoQWyCdFiVzaJmhvMZa5EeO3/0V+jAHDuBX3qkthAObLTeVZfWbD7wBmc27tV/4bIviYaALSN66/v1tlsn/H07QUMHNR/jz0n59XCTyx25TGwb0z9uvkt3arS38Tonhb0ZKh8ee61c9j5af398cC9H1K/xjAuF0yIDOMCGjna8EBlFFQjR13DldtN0+Gc3lLpgGvkaGJ37bFpJGnTw5WUL40gdYxUOioa0Rnf05vpdVoxGtxfOfcjN8nlhr9OI0U8MqCRoo3ffK7q3xox6nrm/MrPWjE6f+uGlZ811ylPI9KIkUaI6hEhQitE9YgQRyNFPLqjEQa+Vo9GipbZJaId8NGIEG+/NJ/r9O2VA9SIEF8cVyNCvutMI0PzWyrtpUaGRvdU2hWNDJ17bSWtTiNDJkGGUSbbk8UwDMMwDMMwDOMywCJEhuFBEi3iUSJCMrLKo0Sc1Eg8jxJxJBEjX6QIkEWLeJSIkESLeJSIk4r88CiR5nWSKBGP8LikIkWh10oiRb65I5JIkRshIlKRIh4d4kgiRTw6xJFEinxVtySRIkmEqBGRIY4kStSoyBAhiRD55v1IIik8MlR1LIko0XLgkpBGiVLRoVD7lPpMPCLEkUSHeFSIkESHQteYJDLEI0KcVHSIR4Q4kugQjwoRkuiQRYUMoxYTIsNIEJIjnxC5hDoVISkiQp3PkBQRMTkKSREnJEg+KeKEBCkkRZyQ6ITEKPW6kBjFZIiISVHq9SExSk2kD4lRSIY4ITEKCRERE6OQEBExMUqtyRKSo5AQZZUgICxCK8cSEaJGixAnJEWpAgghgQiJ0MoxRYQoJEOcUBsWEqHUAE3oc4QEiBOSIZ8AcUIyJLm+YjIUkiAiJEMhCSJCMuQTIJeQEJkEGUYcEyLDUODKkUSKCN6xSAkRx+2ApqSI4+ucSMQIqJWjlBRxXEGSiBHBRSclRaHXAdViJJEhjitGmtdzMdJUFXPFSCJEBBejlAy5uHKUEiIOvzZTMsRxxcgVokZHg7zH4AhRVgkCZCJEuEKkqQTHZSIlQhxXiiQixOFtlytCmjmN/PglAkS4IpQSII4rQ9JryydCKQHiuDKUkiAOFyKJBBGuDJkEGYYcEyLDqIPdf/2HKiki5gdzKinitI8vq6TIpXVWLkWcjhGdFHHOvqhbJUWc/oOTKjHirzv6xn61DHFGbmrJ/PrJHS2ZyixvfKKkkiHO9C3b1ELEKbUVVEJEtI8vq4SIM33DZix155saDfK+77ZiXRIE6ESIM7lLJ0JE59kllQhxzu3dqhYhzvxgDm3jpUwVLzvPLqkEiDNwsKgSIM78QCHTdTWwb0wlPy4LA60qAeL0HC+pJIjY+em8CZBh1IEJkWE0iFt/8ePq1/ScLI+Yzm7Sl2TNsv4OZ3I30DKbrcTu3NASrvuMvpPyzPvKnZPN97SrXzv8qrKYbPm6vqPRElitPQVFe3qP6aWI1gE5fZv+eK++exT5UeWCUBeYvG07ep7MVm995KX6ktlEYaYsvP0PD6tfm6VENHXus6wLRd9nz7NT6tcCwNzmLkxtzbbmUlYZoutp40On1K+l85tViFr0yyCtlO/O0k5d/edHAAAL1w6pXzuxs6NmQVIp2jV7OBQRyiJCm35Yft9j/1pffvzZf/M76tcYhlGLCZFhNAGNHJEUERo5aoQUcTSCNDdUfdwaQSIxIjSCRGJEaARJI0a+OUFSMfJ1yKRidPXdo7X7E8rR5G3ba36nkaNGCBGhEaOs5aEBnRC5359GiOY21y6MKZUi37whqRT5riWpFPnOq1SKtBLkrl+kaZtIgAiNCE3srI7Qa2SoHgEC6kuLIwkiNDJkEmQYjceEyDBWgZQguVLESQlSo6WIkxIkV4o4KUFypYiTEiRXilxSkpQSo1TluJgYpTpkKTHyCdHKvhNi5BMiQiJGjRQiTkqOslZCA9JCFPuuJELkEyEiJUSxqnIpIUpdRzEpqud8AmkZSi3emmqTXAHipGTIFSBO6pw1WoA4KRlyBYiTkiETIMNoPiZEhrHK+OQoJkQuPkFqphRxfIIUkyIXnyTFxIjjk6SUGBEhQfKJkXTB1VBHWzpC7ROjmAxVvYdHjGIyxAmJUT0yBMSFiOOTo3oiGT4h0qQ4hqQoJkIcnxRJF2D1SZH0+gkJkTTa5ju/IRFKCRDha4di8sPxiVBMflx8560RKXASfDIUEyAXnxCZBBnG6mJCZBgXGRIkjRQRXI5WS4o4XJA0YkSQIEmliMMFSSpGLiRKJEZSGeLwzneWuQskRlIZ4nAxkgqRCwnSagkRh+SonjkuXIiyzPUiIZIKkAsXIqkIcUiKslw7XIrqmYdFIiQVHxfe9kgFiEMypBEggp+31RIgDpchjQQRJEMmQIZxcTEhMow1xive8P/J/NrJq7I91In+ZxZw/DVtmV+/+QdFnLgre5OS783eobnmvxdx6OezHzsA9D2ZvQzXld8cx8z2bJWpioUceg+MZ37vyRv6M08kJ+b7s1cuHHzoDCZuuSLz6+f6s1eYa1nMJmNE63T21wJlIcoiQkTbZA49x7Idw6b3HMHpv8gwknGBrAJEtM4AWz9/JPPrz716Z+bXdp5dQn4x+3fX+cw5jL9oS+bXA/VdO9/84gfrem/DMBqLCZFhrHEuhiD1P7Ow8rNWkDb/oLqToBWkniPVxzxzs67O7zX/vfr9s0iSVoyu/Ga1zGjFqFhgUY4MYjR5Q2XNpSxi1HGmOpVx/DpdtGTwoepS0Fo50gqRm9qlFSK3FHNosdAY9UaG2iYr37lWiDa950jVv7VSlEWEWmeq/60VoXrkB6j9jrQy1PnMuZWfs4oQjyBvOKAbvDEBMoy1jQmRYVxi1CNIhESUuBS5SCTJFSOORJJcMeJIJMkVIxeJKEnEyJUhjkSMuAy5SOSIy5CLVI5cIeJI5MgVIo5EjiRCFJvoLxGi2Ho0UiGKFVGQSBGXIBeJFLkixJFIkUSEXPFxkYhQo+WHIxEhLj8uEhlKpc5KZMgEyDAuLUyIDOMSp5mCFJMiTkiQYlLECQlSTIpcQpKUEiNOSJJCYhSTIU5IjGIyxAmJUUyGXGJyFBMiTkiOYkLECclRSIikpZ9DQiRdlDPWAdesNxSSopgIcUJSFBMhTkiKQiKUkh9OSITqlR9ALqQhGYoJECckQ5q5gyEZMgEyjEsbEyLDuMxotCBJpciFS5JUjDhckjRixCFJ0kiRC5ckLkZSGao6HiZGUhly4XKkESLCFSOpDLlwOZIKEYfLEReiLIuAciGSSpCL2ynPsvAqFyKpBLlwKZKKEIdLERchjfy4kAytpvxwuAhJ5ceFy1CW4ilAtQyZABnG5YUJkWGsAxohSfVMYAaA1uklzGzTV5HijF+dfeI/AOQv9GeGHpqubz8L+k4dZ/SmvroKATSSrhNzdb1+YaANXc+cr2sf9Va427B/AqM39dW1jywV7nzMD9ZXqGBw3yL6PnSsrn0c+5ur63r9zFBJvHBsjCzyw2kbW0BheKyufRS7O3HytRvr2se+j72/rtcbhrH2MSEyjHXKxZCk1unaDpJWknyju8UMndm8E4nIIklZxMjtuGcRI7e61VK3PiriW3+n2KaPiiwMVKcZZpGjLEK0YX/1WkxZhKj7ZG30c2KnvghHx3j195FF3Af3VV+QWaQoiwjNDFV3AbKI0JxHArVFB9rGar8LrQwVu2vXHtDKkMmPYaxPTIgMwwCwuoLkEyOORJJSaS9SSXLFyEUqShI5SnXaJXKUKvUrlaPQgqSEVI5cIXKRCJJEiFwBcpEKkU+COFIhciXIRSJFrgS5SKRIKkGu+LhIRcgnPxyJCPnkhyMVIZ8AEVIRMgEyDAMwITIMI0IjJAnwi1JKilxCkpRlPoBPllJi5BISpZAYaSMYPjnSrnsSkqOUDPnwCVJKhlxCchQSopQEufjOcUqAfISkKCVBLj4pSkmQS0iKQiKUEh8XnwilpMdHSIRS8uPik6GY+PgIyZDJj2EYIUyIDMNQ0WhJ0oqRC4lS1onSHBIlrRxxSJS4GNUzv4XEqN4FREmOssiQC8mRVohcSJBIiLQC5ELnOYsEuZAUaSXIhaRIK0IcLkUkQlrx4ZAEZREfFxIhrfi4kAhp5ceFZMjkxzAMDSZEhmHUTb2S1Cg5AoDWQ8cBACfecX3d++oaLh/XzJZslcuIjpH6mtlGSVF5X0tomapfGACgZXgUADB9y7a69tNxpo4SaACO/Vi52t7Q97NVzHM5e2s7+g8v172f7r/9HgBg/sdfXNd+Tr08W5VFYugH5c8yfnV9+wGAbZ95CgCwdN32uvdVaivfV60jusWXXb7y+IfrPhbDMNY3JkSGYTQNrSiF5iBlESUSIx9aWSIxcskiSlo5Cs0ryiJHhZnwedRKEsmQD60gaYWIBMiHVorO3toe/FsWKSIJctFKURYJIvFx0YoQSY+PLCJE4uOiFSETH8MwmoUJkWEYq4pEkhpVnAGIi5GLRJRCcuQikaWUHGkq0KUEKSZDPlKCFBMil5QgpYQoJkAuKSGKCZCPlBSFBMhHSookEhSSHheJBMXEx0UiQiHxcZGIkMmPYRiriQmRYRhrAleUGrHuUdW/FWLkw5UlqRiFcIXJlaN61ily5UgrQz5cQdIIkYsrSK4QaQTIxRUirQD5cKVII0EurhS5EiQVnhCuCGmkx4crQlLpCeHKkImPYRhrARMiwzDWNHe+7iMN32fHo0caur/R117X0P21LDa2We4825g5Q0Tbc+eBhToqTzgc+bldDdvXrk8fwXP/pnH7A4Dt95xH8V8ONGx/s2+5vWH7AoCeB59p6P4Wb7qqofsDgK99/Xcavk/DMIxGYUJkGMYlS72y1BKIQhX2P5dthxsHvL8efdGmbPtD4+UIqE+Q2p4LrCtUhyDVI0S7Pn3E+/t6pGj7Pf7PWI8U1SNB7WP+c5v1Os21+6NmC9cOZdofYdJjGMaligmRYRiXJRpZComRD3EnNCBHIaTS1AxBAuSSFBQiH0JJkgpRSH58SIUoJD8xJGIkFaCQ7ISQXn8h6fGhESGTHsMwLkdMiAzDWLe40qQRoxg1nValHIVwpalZckS4kqSSoRiOKLlCpBGfGK4UZZGfED4pciVIKzsh3OtJIzsxXBEy2TEMY71iQmQYhhHg1a/6w4bvc2JneSHZwYfONHzfADBxyxVN2W/vgXEAQH66vjVjvDRwPhKxvGUDACA3X/96Qj6WButbQDQEFa+op2hFiC8d+0TD92kYhnE5YEJkGIZRB/VKEwlSjHrkqV5BIhFKUZco1SFEJD4p6hWjegRIssZTvQJksmMYhpEdEyLDMIxVIiVPEjmSkBIoqSRJZShFUpYSQiSVnhRSKUrJj3YR2+B+EhJkkmMYhrE6mBAZhmGsYV78ro+v+ntufKTx6VoxSu0tq/p+F4N7//k/XuxDMAzDMAKYEBmGYVzGNEOoGi1Ml4IQmdAYhmFcvpgQGYZhGIZhGIaxbslf7AMwDMMwDMMwDMO4WJgQGYZhGIZhGIaxbjEhMgzDMAzDMAxj3WJCZBiGYRiGYRjGusWEyDAMwzAMwzCMdYsJkWEYhmEYhmEY6xYTIsMwDMMwDMMw1i0mRIZhGIZhGIZhrFtMiAzDMAzDMAzDWLeYEBmGYRiGYRiGsW4xITIMwzAMwzAMY91iQmQYhmEYhmEYxrrFhMgwDMMwDMMwjHWLCZFhGIZhGIZhGOsWEyLDMAzDMAzDMNYtJkSGYRiGYRiGYaxbTIgMwzAMwzAMw1i3mBAZhmEYhmEYhrFuMSEyDMMwDMMwDGPdYkJkGIZhGIZhGMa6xYTIMAzDMAzDMIx1iwmRYRiGYRiGYRjrFhMiwzAMwzAMwzDWLSZEhmEYhmEYhmGsW0yIDMMwDMMwDMNYt7Re7AMwjMuR06dPY2xs7GIfhmEYhnGZMTAwgKGhoYt9GIZxWWFCZBgN5vTp03jbT70NaLnYR2IYhmFcbnR0dOAzn/mMSZFhNBATIsNoMGNjY0AL0PpUH3KzbcitJKbmkcvnyj/m2H8v/JzL54ELv155US4H5Gu39b0+/DPbZ37lH+z3F37I5yob53KVhFraDpV9lvjfUXmf0sq+Kr8v8eOg1/NkXX4cF34uBX+uvKjEPkpN8m+ObZtj24LtZ+WzoHb/7HfI5VByjtX7mprXs/PCX+95L/73qn24xwLUHIv7mtTfIfx78Hexbar+XvL+veQ9hlL1/mo+S6l2/7nyewTfv2pfntejxC73UmVTtm2O7SvnvFcuV/36yqa1r8/nSuw9ShdeU/49/ZxjvweAPEorx11+fWVf9D70Gvfv9F55VP678rscav+ec/bFfqb/5tlrciiu7It+l88V2bb0++LK+WlB5bhbLmxL79OSKyF34Xct7Fhb2HutvD5XQgvYe60ca5EdC72+WHmPwGvoGKkJyeeK3mPl5zIPdnzsWGk/VedlZb9Ay4WrhK6VlhyQu/CvFuSqfi5vl0P+ws/5XB555HD0RCv+4E8GMDY2ZkJkGA3EhMgwmkRuphX5mQKToHzVzwCod3LhV3nWG6oVohwXGi4+fNuq37vbOq935YodSynHeqMeyVqRHP73C1208gaV31e6iuVt6M9VQrKyf/Zz3vf7wO/y7r4i2678PVe7LZNAr1BxmQn9vPL6HPu59riqt/X/7P07En9PvD71/l45RO1n9b1X9d8TQuRsW/WeNdsGhIj/fuX9fUIjECL+s+f1OSYvvtdULpdKxz23clylqt+v7If9jjrZ8LwGuRL7DEyI+OsD8lLzu+DffcJQEYcW9hq+LVCWAf67yrbsd/xnRzJackXkL5wsvq/yz7jwc0XCSBhachXhaKFmDJX3r95Xkb2Gfi5W9suOpSI3xZVjbWHnpAX8+KqFqPqYq4+Pjrvyu4rwtDD5acnRdnn2u/K/DMNoDnZ3GYZhGIZhGIaxbjEhMgzDMAzDMAxj3WJCZBiGYRiGYRjGusWEyDAMwzAMwzCMdYsJkWEYhmEYhmEY6xYTIsMwDMMwDMMw1i0mRIZhGIZhGIZhrFtMiAzDMAzDMAzDWLeYEBmGYRiGYRiGsW4xITIMwzAMwzAMY91iQmQYhmEYhmEYxrrFhMgwDMMwDMMwjHVL68U+AMO4XCl1LaGYyyO3MuyQRy6fK/+YY/+98HMunwcu/HrlRbkckK/d1vf68M9sn/mVf7DfX/ghn6tsnMtVhktoO1T2WeJ/R+V9SlXveWHbyg7Y7+j/UPO3ldcUUXmvHP1c2bbEPkrNvthHAXt99d9znm1rPir7wdnOfU3N69l58RwXP37+95LnWPh7VO3L85rU333H6vt78Hexbar+XvL+veQ9hlL1/mo+S6l2/7nyewTfv2pfntejxC73ygWUY9vm2L5yznvlctWvr2xa+/p8rsTeo3ThNeXf08859vuV/awcSwk15wqllX2VciUU2d9LVduU/1u88Lt8rvIZ86DflVbe3/2Z/ptnr8lduDmpOcmjhHyuyLal3xdXzk8LfT6U0HJhW3qfllwJuQu/a0HlXLWw91p5PdtXnjVDlffMrfzcghxyF7ZoWdmuhPyFk5nP5So/r/y96D3WlXOF0srP7rHSfqrOCzu+lgvvRV9VSw7IXfhX+VgrP5e3Y8eXyyOPHI6esG6bYTQDu7MMo8EUi0W0trZi6fqJi30olwYl578NwtfvNozLhYoOrYwdrEO44a6fhJfW1lYUi+v3WzeMZmBCZBgNJp/PY2lpCb/7u7+LnTt3XuzDMQzDMC4Tjh49it///d9HPr9+BNAwVgMTIsNoEjt37sT1119/sQ/DMAzDMAzDiGBDDIZhGIZhGIZhrFtMiAzDMAzDMAzDWLeYEBlGgxkcHMS73vUuDA4OXuxDMQzDMC4j7PliGM0hVyqVGlzbyTAMwzAMwzAM49LAIkSGYRiGYRiGYaxbTIgMwzAMwzAMw1i3mBAZhmEYhmEYhrFuMSEyDMMwDMMwDGPdYkJkGIZhGIZhGMa6pfViH4Bh1MvCwgL+4i/+Avfeey8mJydxzTXX4N3vfjde/OIXR1/3zW9+E//wD/+Aw4cPY2JiAgMDA7jxxhvx8z//87j66qtrtv/2t7+N//W//heOHj2KgYEB/MRP/ATe+c53orW1cht96Utfwh/90R953+/zn/98VanU+fl5/M3f/A2+8pWvYHh4GL29vfiRH/kR/PzP/zx27969st2v/uqv4tFHH/Xus6WlBV//+tdX/v0nf/InePTRRzE8PIyFhQUMDQ3hrrvuwtvf/nZ0dXVFz4dhGIYR58knn8SXv/xl/PCHP8Tw8DD6+vpw00034d3vfjd27NgRfe25c+fwt3/7t3jyySdx4MABzM7O4hOf+ARe+MIXerfft28fPvnJT+LgwYPo7u7Gq171KvziL/5iVVv+h3/4h/jyl78cfM+/+7u/w6ZNmwAA3//+93H//ffjySefxNGjR7F582Z87nOfq3nN0aNHcc899+Cf//mfceLECXR2dmLPnj34hV/4Bdxwww2S02QYlxwmRMYlzx/90R/hgQcewNve9jZs374dX/rSl/DBD34Qn/jEJ3DLLbcEX3f48GH09vbiX/2rf4X+/n6cP38e99xzD37pl34Jf/Znf4Zrr712ZduHHnoI//7f/3u84AUvwK/92q/h8OHD+Ku/+iuMjo7iN37jN2r2/W//7b/FlVdeWfW7np6eqn9/+MMfxoMPPog3velN2LNnD86dO4fPf/7zeO9734u//Mu/xJYtWwAA73jHO/DGN76x6rWzs7P42Mc+ViN9Bw4cwC233IKf+ImfQFtbGw4dOoTPfvazePjhh/Enf/InyOctKGwYhpGVz372s9i3bx9e9apX4ZprrsHIyAg+//nP493vfjf+7M/+zDuYRhw7dgyf/exnsX37dlx99dXYv39/cNtDhw7h/e9/P3bu3Il/9+/+Hc6cOYO7774bx48fx0c/+tGV7d785jfjtttuq3ptqVTCxz72MWzZsmVFhgDgvvvuw/333489e/ZE1zH6p3/6J3zxi1/EK1/5Srz1rW/F9PQ0/vEf/xHvfe978dGPfrTm/QzjsqBkGJcw+/fvL+3du7f02c9+duV3c3Nzpbe//e2l97znPer9jYyMlO68887SRz/60arfv+Md7yj9/M//fGlxcXHld5/61KdKr3jFK0pHjhxZ+d0999xT2rt3b+nJJ5+Mvs+ZM2dKe/fuLf3pn/5p1e8ffvjh0t69e0t333139PVf+cpXSnv37i3de++9yc/0f/7P/ynt3bu39C//8i/JbQ3DMIwwjz/+eGlhYaHqd88991zp1a9+den3fu/3oq+dnp4ujY+Pl0qlUunrX/96ae/evaVHHnnEu+0HPvCB0lvf+tbS1NTUyu++8IUvlPbu3Vv63ve+F32fxx57rLR3797SX/3VX1X9/uzZsyvPsA9+8IOlt73tbd7XHzhwoDQ9PV31u7GxsdKb3vSm0vve977oexvGpYoNFxuXNN/4xjfQ0tKCN7/5zSu/a29vxxve8Abs378fp0+fVu1vw4YN6OjowNTU1Mrvjhw5giNHjuBNb3pTVXrcT/7kT6JUKuGBBx7w7mtmZgbLy8vBv9H7cWjUrr29PXqcX/3qV9HZ2Ykf/dEfTX4mijTxz2QYhmHoufnmm1EoFKp+t2PHDuzatQtHjx6Nvrarqwt9fX3J95iensYPfvADvO51r0N3d/fK73/sx34MnZ2dVWnSPu677z7kcjm85jWvqfr9FVdcUfUMC3H99dfXpFj39/fjlltuSX5Gw7hUsZQ545Lm0KFD2L59e9VDAwCe97znAQCefvppDA0NRfcxOTmJ5eVljIyM4G/+5m8wPT2NF73oRSt/P3jwIIDyQ4JzxRVXYNOmTTh06FDNPn/t134Ns7OzKBQKePGLX4xf/uVfrsov37ZtGzZt2oS7774bV111Fa677jqcO3cOn/zkJ3HllVfirrvuCh7v2NgYfvCDH+Cuu+5CZ2dnzd+XlpYwNTWFpaUlHD58GH/+53+Orq6ulXNiGIZhNI5SqYTR0VHs2rWrIfs7fPgwlpeXa545hUIB1113nfeZQywtLeHrX/86fuRHfqQmbbtezp8/j/7+/obu0zDWCiZExiXNyMiINxeafnfu3LnkPt773vfiueeeAwB0dnbine98J97whjdUvQffp/s+9HegHNn58R//cbzwhS9Ed3c3nnrqKXzuc5/D+973Pvz5n//5ipy1trbiwx/+MD784Q/jt3/7t1def/311+O///f/jt7e3uDxfu1rX8Py8jJe+9rXev/+1FNP4b3vfe/Kv6+66ir80R/9kWhk0jAMw9Dx1a9+FWfPnsUv/MIvNGR/qWfOY489Fnzt97//fYyPjwefD1l57LHHsH//frzzne9s6H4NY61gQmRc0szPz9ekLwBAW1vbyt9TfOhDH8LMzAxOnjyJe+65B/Pz8ygWiysFCBYWFqr26b4Ppb8BwF133VUV3dm7dy9uv/12/Mqv/Ao+85nP4AMf+MDK33p7e3HttdfizjvvxI033ogTJ07gr//6r/Ef/sN/wMc+9rFg2tx9992HgYGB4MTWXbt24eMf/zhmZ2fxL//yL3j44YcxOzubPA+GYRiGjqNHj+KP//iPcdNNN+H1r399Q/ZJz63Qs42eST7uu+8+tLa24lWvelVDjgUARkdH8Xu/93u48sor8TM/8zMN269hrCVMiIxLmvb2diwuLtb8nh4Yqbk4APAjP/IjKz+/+tWvxjve8Q4AwC//8i8DqIiQ7yG0sLCQfI9bbrkFN954Ix5++OGV301NTeFXfuVX8Pa3vx1vf/vbV35/ww034Fd/9VfxpS99CW9961tr9nXy5Ens378fP/VTPxXMBe/u7l6Rpb179+KrX/0qfud3fgd//ud/XlU5zzAMw8jOyMgIfuu3fgvd3d348Ic/jJaWlobsl54poWebb3AOKM9N/fa3v43bb7+9Yalts7Oz+K3f+i3Mzs7iox/9qC3fYFy2WFEF45LGTVkj6HdXXHGFan+9vb249dZb8dWvfrXqPfg+3feJlS8lNm/ejImJiZV/f+Mb38D58+dxxx13VG33ghe8AN3d3di3b593P3RcmnSIV7ziFQDKqXaGYRhG/UxNTeGDH/wgpqam8F/+y39RP2tipJ45off69re/jbm5uYalyy0uLuJ3f/d3cfjwYfzhH/5htKS4YVzqmBAZlzTXXnstjh8/junp6arfP/HEEyt/1zI/P1+1v+uuuw5AeW4O59y5czh79uzK32OcPHkSAwMDK/8eHR0FABSLxartSqUSisVisDrdfffdh23btuGmm24SfRag/FArFos158gwDMPQMz8/jw996EM4duwYPvKRjzSsmAKxe/dutLS01DxzFhcXcejQoeBzjaqPugNtWSgWi/iDP/gDPPLII/h//p//By94wQvq3qdhrGVMiIxLmjvvvBPLy8v4x3/8x5XfLSws4J577sGNN964UsTg9OnTNeVCSUo4p06dwsMPP1xV3Wf37t246qqr8IUvfKFKVP7+7/8euVwOr3zlK1d+NzY2VrPP7373u3jqqadw++23r/xu+/btAGqjNt/+9rcxOzvrlayDBw/i6NGjNaVUicnJSSwtLdX8/p/+6Z8A1FbJMwzDMHQsLy/jP/7H/4j9+/fjP/2n/1SVcs05d+4cjh496m2TU/T09OC2227DvffeWzVH9Stf+QpmZ2e984Oo+ugrXvEKdHR0qN/T5b/+1/+K+++/H+9///urnnGGcblic4iMS5obb7wRr3rVq/CpT30KY2Nj2LZtG7785S9jeHgYv/Vbv7Wy3R/8wR/g0UcfxTe/+c2V373rXe/Ci170Ilx77bXo7e3F8ePH8cUvfhFLS0v4pV/6par3ed/73off/u3fxm/8xm/g1a9+NQ4fPozPf/7zeOMb31g1Ovje974Xe/bswfXXX4/u7m4cPHgQ99xzDzZv3rwyNwkA7rjjDuzevRuf/vSncfr06ZWiCv/3//5fDA4OVlW5I1Lpco8++ig+8YlP4M4778T27duxuLiIxx9/HN/85jdxww034HWve12mc2wYhmGU+dM//VM8+OCDePnLX47JyUnce++9VX+ndvZTn/oUvvzlL+Puu++uKn/96U9/GkB5fTugLDmPP/44AODnfu7nVrZ797vfjV/+5V/Gr/zKr+DNb34zzpw5g7vvvhsvfvGL8ZKXvKTmuFLVRwHgmWeewbe//W0AwIkTJzA1NbVyPNdee+1KZOlzn/sc/v7v/x433XQTOjo6aj7j3r17vUs+GMaljAmRccnzO7/zOxgaGsJXvvIVTE1N4eqrr8Z//s//ORnif8tb3oKHHnoI3/ve9zAzM4MNGzbgxS9+MX72Z38W11xzTdW2L3/5y/H7v//7+Mu//Et84hOfQH9/P372Z38W73rXu6q2u+uuu/DQQw/hn//5nzE3N4fBwUG86U1vwrve9S5s3LhxZbtCoYD/9t/+Gz796U/ju9/9Lr72ta+hs7MTe/fuxS/+4i9WpdcB5fSF+++/H3v27MFVV13l/TxXX301XvjCF+Lb3/42RkZGUCqVsG3bNvzcz/0cfuZnfsZbscgwDMOQ8/TTTwMAvvOd7+A73/lOzd9TA09/8Rd/UfXve+65Z+VnLkTXX389Pv7xj+OTn/wk/uRP/gRdXV14wxveUDNYR9x3333YsGFD1Rp6LgcPHqx5f/r361//+hUhos+4f/9+7N+/v2Y/d999twmRcdmRK5VKpYt9EIZhGIZhGIZhGBcDm0NkGIZhGIZhGMa6xYTIMAzDMAzDMIx1iwmRYRiGYRiGYRjrFhMiwzAMwzAMwzDWLSZEhmEYhmEYhmGsW0yIDMMwDMMwDMNYt5gQGYZhGIZhGIaxbjEhMgzDMAzDMAxj3WJCZBiGYRiGYRjGusWEyDAMwzAMwzCMdYsJkWEYhmEYhmEY6xYTIsMwDMMwDMMw1i3/f7mI7sUif3v/AAAAAElFTkSuQmCC\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sliced_bkg_map = bkg_model_histogram[0,0,25]\n", + "\n", + "hp.mollview(sliced_bkg_map)\n", + "\n", + "sliced_smoothed_bkg_map = hp.smoothing(sliced_bkg_map, fwhm = (20.0 * u.deg).to('rad').value)\n", + "\n", + "hp.mollview(sliced_smoothed_bkg_map)" + ] + } + ], + "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": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/background_estimation/line_background/inputs_bkg_estimation.yaml b/docs/tutorials/background_estimation/line_background/inputs_bkg_estimation.yaml new file mode 100644 index 00000000..f673ce8a --- /dev/null +++ b/docs/tutorials/background_estimation/line_background/inputs_bkg_estimation.yaml @@ -0,0 +1,39 @@ +#----------# +# Data I/O: + +# data files available on the COSI Sharepoint: https://drive.google.com/drive/folders/1UdLfuLp9Fyk4dNussn1wt7WEOsTWrlQ6 +data_file: "/scratch/astrohome/smittal/bkg_data_files/total_bg_3months_unbinned_data.fits.gz" #"GalacticScan.inc1.id1.crab2hr.extracted.tra.gz" # full path +ori_file: "/scratch/astrohome/smittal/20280301_3_month.ori" # full path +unbinned_output: 'fits' # 'fits' or 'hdf5' +time_bins: 7776000 # time bin size in seconds. Takes int, float, or list of bin edges. +energy_bins: [1500. , 1505.05050505, 1510.1010101 , 1515.15151515, + 1520.2020202 , 1525.25252525, 1530.3030303 , 1535.35353535, + 1540.4040404 , 1545.45454545, 1550.50505051, 1555.55555556, + 1560.60606061, 1565.65656566, 1570.70707071, 1575.75757576, + 1580.80808081, 1585.85858586, 1590.90909091, 1595.95959596, + 1601.01010101, 1606.06060606, 1611.11111111, 1616.16161616, + 1621.21212121, 1626.26262626, 1631.31313131, 1636.36363636, + 1641.41414141, 1646.46464646, 1651.51515152, 1656.56565657, + 1661.61616162, 1666.66666667, 1671.71717172, 1676.76767677, + 1681.81818182, 1686.86868687, 1691.91919192, 1696.96969697, + 1702.02020202, 1707.07070707, 1712.12121212, 1717.17171717, + 1722.22222222, 1727.27272727, 1732.32323232, 1737.37373737, + 1742.42424242, 1747.47474747, 1752.52525253, 1757.57575758, + 1762.62626263, 1767.67676768, 1772.72727273, 1777.77777778, + 1782.82828283, 1787.87878788, 1792.92929293, 1797.97979798, + 1803.03030303, 1808.08080808, 1813.13131313, 1818.18181818, + 1823.23232323, 1828.28282828, 1833.33333333, 1838.38383838, + 1843.43434343, 1848.48484848, 1853.53535354, 1858.58585859, + 1863.63636364, 1868.68686869, 1873.73737374, 1878.78787879, + 1883.83838384, 1888.88888889, 1893.93939394, 1898.98989899, + 1904.04040404, 1909.09090909, 1914.14141414, 1919.19191919, + 1924.24242424, 1929.29292929, 1934.34343434, 1939.39393939, + 1944.44444444, 1949.49494949, 1954.54545455, 1959.5959596 , + 1964.64646465, 1969.6969697 , 1974.74747475, 1979.7979798 , + 1984.84848485, 1989.8989899 , 1994.94949495, 2000. ] #[1500., 1550., 1600., 1650., 1700., 1750., 1800., 1850., 1900., 1950., 2000.] #[100., 200., 500., 1000., 2000., 5000.] # Takes list. Needs to match response. +phi_pix_size: 3 # binning of Compton scattering anlge [deg] +nside: 16 # healpix binning of psi chi local +scheme: 'ring' # healpix binning of psi chi local +tmin: 1835478000.0 # Min time cut in seconds. +tmax: 1843254000.0 # Max time cut in seconds. +#----------# diff --git a/docs/tutorials/background_estimation/line_background/inputs_check_results.yaml b/docs/tutorials/background_estimation/line_background/inputs_check_results.yaml new file mode 100644 index 00000000..26bca26e --- /dev/null +++ b/docs/tutorials/background_estimation/line_background/inputs_check_results.yaml @@ -0,0 +1,15 @@ +#----------# +# Data I/O: + +# data files available on the COSI Sharepoint: https://drive.google.com/drive/folders/1UdLfuLp9Fyk4dNussn1wt7WEOsTWrlQ6 +data_file: "/scratch/astrohome/smittal/bkg_data_files/total_bg_3months_unbinned_data.fits.gz" #"GalacticScan.inc1.id1.crab2hr.extracted.tra.gz" # full path +ori_file: "/scratch/astrohome/smittal/20280301_3_month.ori" # full path +unbinned_output: 'fits' # 'fits' or 'hdf5' +time_bins: 7776000 # time bin size in seconds. Takes int, float, or list of bin edges. +energy_bins: [1805.0, 1812.0] +phi_pix_size: 3 # binning of Compton scattering anlge [deg] +nside: 16 # healpix binning of psi chi local +scheme: 'ring' # healpix binning of psi chi local +tmin: 1835478000.0 # Min time cut in seconds. +tmax: 1843254000.0 # Max time cut in seconds. +#----------#