{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# Plots de regressões\n",
    "\n",
    "O Seaborn possui muitas ferramentas integradas para plots de regressão, no entanto, não discutiremos a regressão até a seção de Machine Learning do curso, de modo que apenas cobriremos a função ** lmplot () ** por enquanto.\n",
    "\n",
    "** lmplot ** permite que você exiba modelos lineares, mas também permite que você divida esses gráficos com base em recursos, além de colorir a matiz de cores com base nos recursos.\n",
    "\n",
    "Vamos explorar como isso funciona:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import seaborn as sns\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "tips = sns.load_dataset('tips')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   total_bill   tip     sex smoker  day    time  size\n",
       "0       16.99  1.01  Female     No  Sun  Dinner     2\n",
       "1       10.34  1.66    Male     No  Sun  Dinner     3\n",
       "2       21.01  3.50    Male     No  Sun  Dinner     3\n",
       "3       23.68  3.31    Male     No  Sun  Dinner     2\n",
       "4       24.59  3.61  Female     No  Sun  Dinner     4"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tips.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## lmplot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x12539d0d0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x='total_bill',y='tip',data=tips)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x12539daf0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600.25x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x='total_bill',y='tip',data=tips,hue='sex')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x12555ae80>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600.25x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x='total_bill',y='tip',data=tips,hue='sex',palette='coolwarm')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Trabalhando com marcadores\n",
    "\n",
    "lmplot kwargs são passados através do ** regplot **, que é uma forma mais geral de lmplot (). O regplot possui um parâmetro scatter_kws é passado para plt.scatter. Então, você pode querer definir o parâmetro \"s\" nesse dicionário, o que corresponde ao tamanho dos marcadores. Em outras palavras, você acaba passando um dicionário com os argumentos base do matplotlib, neste caso, s para o tamanho do gráfico de dispersão. Em geral, você provavelmente não vai se lembrar disso sempre, porém, consulte sempre que achar necessário."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x12555abe0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600.25x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# http://matplotlib.org/api/markers_api.html\n",
    "sns.lmplot(x='total_bill',y='tip',data=tips,hue='sex',palette='coolwarm',\n",
    "           markers=['o','v'],scatter_kws={'s':100})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Usando grades\n",
    "\n",
    "Podemos adicionar mais separação variável através de colunas e linhas com o uso de uma grade. Basta indicar isso com os argumentos col ou row:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1255e82b0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x='total_bill',y='tip',data=tips,col='sex')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1255b3fd0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x=\"total_bill\", y=\"tip\", row=\"sex\", col=\"time\",data=tips)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x125730430>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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1r31NGzdu1K//+q/rV3/1Vxf8nFKppFLpfKn38fHxegwVAKouTvyiS1L1thiJrwZRpbKawGIxRwPAynHhcUgu0+jRoNaYo4HVi/LXC2t4W4watMQ4Op7RgeGcyrNaYgx2hNo9UFR7ht0SzYT5GUCjjE5K4wV/Ljg76+CclM34+0cnpTWdjRkjACxWU+d8Dx06pI9//OPauXOn/s//+T/6b//tv+l1r3udPv3pTy/4Oe9617vU09Mz82fTpk11HDEAVEcYmaZKNQhCxKFUnCAIgYZgjgaA5uerUtXoOARNizkaWJ3Olb8enZQyKSmf8X+fK399cmz1TgSl0FQoNygIYSaFRal0tmrn7mPFQP/3SLsePNlWEYRoz8S6YWhKTx0qEIRoQszPABqlFPnpKFggF5ly/v4SS8wAVgBn1rB88yVls1k97WlP0ze/+c2Z2173utfpO9/5jr71rW/N+znzJWY3bdqksbExdXd313zMQKuibGZ9mJlKoS9bWeUn9ospUbnKT1x/mZSUzVTnZ89l83KZXFWeC5fGHA0AzS2K/XHI7BBELiNl0xz3tTLmaGD1MTN9Y58/z7+w/LW/z5e/7u2QnrXbrapz/5q2qlyMqOzP3au0XFuOnQ6czunIeEYXtsRIOdP2vpK29ZYV1HKrXJCS8qt3y3AmJeWzl//7w/wMoFFGJkz3HjBlUpq3dVKU+Lnyxquc1nSunuMEACtTU7fJ2LBhg66++uqK2/bs2aO/+Zu/WfBzcrmccjkubAHVRNnM+kgSUyH0lTCr/MRSeUpKGrWaA3jM0QDQnGoWxsSKwRwNrD6Uv54rThpYDSKJpHKxauftZtITYxkdHM4rTCr/g9d3htq1tqg2KkE0PeZnAI3S2+HX/xcKTZZD/5jejsaNEQAWq6nDEDfeeKP2799fcduBAwe0ZcuWBo0IWH3Olc0MI79IEji/W/Bc2cwbthGIqIaa9SKNQt9jtHmLAC1JYtLhMxm1ZaXNa5Zfh80KE5KZXDZfhdEBALDyNLwfOgCgIRZT/jpcReWvy5EPBtadJdNVHKv34iOFlB46ldd4KVVxe0c21tUDRfW3k34EAFycc067h/z6f6HsQ5IpJ8XTQYhMWto9tLqqRwFYuZo6DPHf//t/1zOe8Qz9wR/8gX7+539e3/72t/WJT3xCn/jEJxo9NGBVMPMVIcKoMgGacv7jQlnad8w00E3LjOUohaZytReYzHwIoooLKo1kJj05kdaB4bymwkC5dKKh7kjp1KU/d97nKxcVP7FPyYlDSm3eo8zu/191BwwAQJNreBlwAEBD5dL+HD8xf44/WzxdFTLX1CuHy9ew+dDMt8SISlVLJJYip/2nczp2Nltxeyow7egraUtvecHwCwAAsw32ON2wTTMVo8PpY4PeDh+EYIMkqilO/DWSwEm5KrXIBs5p6lOaH/uxH9Pf/u3f6i1veYt+7/d+T9u2bdPdd9+tV73qVY0eGrAqUDaztsx8sjaueluMeLotRrWfuDHOFFLafyqvsQt2tZSiQAdPZ7VnXXlJz2VRqPjofiVHD86UH42f2Kf0lmvl2vghBgCsDmHsd79SDQIAVi/KX0+3qiz7QEhdxaFviWHVOWdPTHp8NKuHz+QUzWqJMdRV1lVrS8qnmfQBAEs32OM00O2PF0qRD0n2drAxEtVhZopiqRyfv5SRbeqr1lipmv7H6mUve5le9rKXNXoYwKpE2czaqVkv0qjkS2y2wDrHRDnQgdM5nZzMVNzuZNrWF2pb3+KrXlgcKzn+sOIj+/3umwtl87LiBGEIAEDLS8yHIKgGAQBY7eWvGxIMTGJ/vh5XbxFleMq3xJgoV5ZN7MrGunqwqDVtTPoAgOVxzrERElWVJKYwlsKYTRqoj6YPQwBoHMpm1kZNepFaIpULVV1UaZRi5PTwcE5HxjOSKn/wBjtCXT1YUn/n4o6SzBIlTz6q+PGH/PfnQumsUtueovTWa+WCy+y3AQDAChFGNhN0BQBAWr3lr2vSqvJizHwIYnYwfxmKodO+03mdmKjcPJAOTFf1F3VFT0hLDAAA0FSi2B+DVb1SNnAJXMIEsCDKZlaXTe/GDKu9MSMO/YX+FX51I0qkwyM5PTqSVWyVqzY9+Ui715a0pi1WJiXNDknMZmZKTh9R/PgPpcJE5Z2ptFIbr1IwtFNBexdBCABAS0sS3wudxQYAwHxWU/nrmrWqvJioPF29sTrn60kiPTqa1SNncrPOm01XdIe6qr+kLC0xAABAkzCbrgIRNaA1GTCNMASABa32spnVlCSmQni+91VV1GB3SSMkJh0Zy+jhMzmV46DivvZMrKv6S1rXGWkxP2ZmJht9UvGjD8omRyvvdIGCDVcqtWm3XCZXvS8AAIAmVY78rosVnpcEANTYaih/XbNWlQtJYr9pIanebohTk74lxlRYGejvycW6erCgnjzJRwCrj5mtikAfsNLEiSmMarAxFLgMhCEAXNRqLZtZTVHsd2RWddEliaXyVJXTFfVlJp2cTGv/6dycxZxsKtGVfSVtWkJpz2R8WPFjD8rGTs25L1i3ValNV8vl26sxdACoCrNEzgWXfiCwRFSDAADgvDDy82JdnNu0EJelKq0BTIVO+07ldXKysiVGJpVoV39JG7vDRW0eAIBWc3LMZtasbXrNurtN2j0k1qyBBjAzRbEPQLAegWZCGALAJa2mspnVVpNepGFJiopVW1hphJFCSvtP5zRarJyGAmfatqasbb0lpRfZvSKZHFP82A9lZ47Nuc/1b1R6yzVy7d3VGDYAVI0lsX8/zxHSQnWVI9+WCwCA1a5mrSoXEoVSWL0WlnEiHR7J6tBITsmslhibe0Lt7C9Ot5EEgNXn5Jjp/sN+53kuIwXOV58dnfRVjm/YRiACqJckMZVjKYqpTInmRBgCwKKshrKZ1VSTXqRJMl0NYuXWlposBzpwOqcnZ+1oOdffdEd/SflF9je14qTix/cqOfnYnPtc76BSW65V0NVXhVEDQHWZJbLilFxAVQhUT5z4Cz7svgAAoEatKhd8sXi6GkR1dkKcq6K471RehajyeHFNPtKewaK6c0z4AFYvM18RIoyktqxmquOknP+4UPZVjge6V+dmPlqHoB6oAoGVhDAEAFRZTXqRRmW/uLJCo5WlyOmRMzk9MZaRqfLge6A91FVrS+pa7GJOWFT0+H4lJx6Z8/1wnWuU2nqtgt511Ro6AFSVmUnFKckSSYQhsHxmvgpV1StRAQCwQtWkVeV8zKSo5P9U6bUmy4EeOpXX6anKJdtcKtGutUVt6IpoiQFg1RudlMYLviLE7PdE56Rsxt8/OqlVt7mP1iGotTgxhVSBwApDGAIAqqjqpaktkcpFKV6Z9a6jRHpsNKtDZ3KKrfKAuzsXa9faovrbF1npIgoVPHlAevKgktnVMdq6lN5yrVz/EElnAM2tXPAtMoAqiBN/sacuu14BAGhydQ0IxqE/V7fqTMJRIh06k9Ph0azsgnNnJ9OW3rJ29C2+lSQAtLpS5C/CBgssAaacFJp/3GpC6xDUClUgsNKxHQ0AqsC3xahyECKOpOLEigxCJCY9MZbRNx7t1MHhfEUQoi2d6Pr1U3r6psnFBSGSWMGJA0o/+GWlju+rbBOSa1Nqxw3KPPX/UbB2I0EIAE3NwpIsWnnv6Wg+vge6aapEEAIAAElKpltV1jwIkcRSaVIqTVUlCGEmHT+b1r8/1qlDI7mKIER/W6QbN09q9wBBCAC4UC7tKx4kC+xKj6crIuRW0Vbg2a1DUoH/HqQC/3EY+dYhxlZ+LEGSmIqhabIkFWnLuSL99V//ta677jq1tbWpv79fL3jBCzQ5OSlJ+pM/+RPt2bNH+Xxeu3fv1h/90R/NfN7tt9+upzzlKSqVSpKkcrmsH/3RH9Uv//IvN+TrWK5VNB0AQG0k020xFjoAXzIz3xIjKlfpCevHTDo1ldaB0zlNlCtXazJBoiv7ytrcU1awmCieJXKnH1Pq2ENyYaHyvnRWqU27FWy4Ui5gVQhA87MolJWLjR4GWkCcmIrVPO4AAGCFq0tbjBq0xDhb8i0xzhQql2fz6US71xa1rpOWGAAwn94O3/phdNJf6L/wvdJMKof+Mb0djRtjvdE6BNViZooSH6Ah/LCyHT9+XK985Sv1nve8Ry9/+ct19uxZfeMb35CZ6TOf+YzuvPNOffSjH9WP/uiP6nvf+55+9Vd/VR0dHbrlllv04Q9/WNdff73e/OY364Mf/KDe+ta3anR0VB/96Ecb/WVdFsIQALAMYeyrQVRt0SWJpXKhsvrBCjFWDLTvdF4jsxZyAufLem5fU1JmMbkFM7mRo0od/aFcaaLyriAtt2GnMpuukktnqjh6AKgdS2JZqXDpBwIXYWYqRX5BAgAAnKuU5Es211RU9hsWqnTiH8XSwTM5PT6alemClhjOtK23rO19JaWp5QsAC3LOafeQb/1QKPsL/SnnK0KUQymTlnYPuVVVQZbWIViuxHxlkTCuccAUdXP8+HFFUaSf+Zmf0ZYtWyRJ1113nSTpd3/3d/X+979fP/MzPyNJ2rZtm/bu3as//uM/1i233KLOzk79+Z//uZ7znOeoq6tLd999t/7t3/5N3d3dDft6loMwBABchppckAhLUlSs2i6TepkqOx0YzuvExOxwgmmoK9TO/pLaMov4oszkxk8qdfRBuanRyrtcoGRgu5INu5XJ5+TSq+dkBsDKZpbIilNacW/uaCrRdPiSahAAAHh1qZQURz4EUaXNCmbSsbMZ7T+dUzmuTDusbQ+1Z6CkjixbMAFgMQZ7nG7Y5ls/jBf8hX7nfDWI3UNOgz2ra+3wwtYhqXm+9NXYOgSLEyemcuTDmmgt119/vZ7//Ofruuuu00033aQXvvCFesUrXqFsNqtHHnlEv/Irv6Jf/dVfnXl8FEXq6emZ+fjpT3+63vjGN+quu+7SHXfcoWc+85mN+DKqgrc+AFiixPyiS9XKRFniq0HEKyuaW46dHjmTnbObRZL62yPtWltUd25x3yQ3cUbB0QcVnD1VcbtJsv4tioeulnLt1Ro6ANSFmUnF6vSTxupUtx2vAACsIOXIz481Y8l068rqvch4KdDek3mNFiuXYtvSifYMFDXQQUsMAFiqwR6ngW7f+qEU+Qv9vR1aVRUhzqF1CJbCzBTFUjmWEpasWlYqldI///M/65vf/Kb+6Z/+SR/5yEf01re+VX//938vSfrkJz+pn/iJn5jzOeckSaJ7771XqVRKDz/8cF3HXm2EIQBgCareizQKpbCwompPxYn02GhWh0ZyipLKk4uuXKxd/UWt7VjkVZvCuFJHf6hg9Nicu5I1G30Iom1lll4CAJWLshXY9gjNoS79zwEAWEGqvjFhPlHJV22s0gRcjqWHh/N6fCwjXbCJIHCm7WtK2ramrBQtMQDgsjnntKaz0aNovFZrHWJJLBcspt8yliJJTGFMK4zVxDmnG2+8UTfeeKPuvPNObdmyRffee6+GhoZ06NAhvepVr1rwc9/73vdq3759+trXvqabbrpJ99xzj2677bY6jr56LjsM8d3vflcPPfSQJGnPnj162tOeVrVBAUAzquruEzMfgqjiTpNaO1fS8+BwTsWocrUmn060s7+koa5wcbtZSpNKHdsrN/y4Zj886RpQsvFaWWdf1cYOAPVmYUkWlRs9DKxAZj4EQYlKAADOq3lIMIl9xcYqtsQ4Mp7RgdM5hUnl+fNgR6jdA0W1L6adJAAAi9QKrUPMTAqLsrAs19Fz6U/AokSxD0GwzrC63HffffrKV76iF77whRocHNR9992nU6dOac+ePXrHO96h173uderp6dGLXvQilUolffe739XIyIje8IY36Hvf+57uvPNO/fVf/7VuvPFGfeADH9Bv/dZv6TnPeY62b9/e6C9tyZYchjhy5Ihe+cpX6t5771Vvb68kaXR0VM94xjP02c9+VldccUW1xwgADVX1ixJxJJWnVkz80kw6PZXSgdN5nS1XJnLTgenKvpI29yxyN0tYVHB8n4JTh+Rmff1J+xolV1wj615XxdEDQP1ZFMrKxUYPAytQGPvg5Qo5RAAAoOZq3jJq+qKLqhhiHS0Geuhkm8ZKlefP7Zl4uiUGVyIAALWxkluHWBzJSgVajVaJ2XQViEhKWGNYlbq7u/X1r39dd999t8bHx7Vlyxa9//3v14tf/GJJUnt7u9773vfqTW96kzo6OnTdddfp9a9/vYrFon7pl35Jt956q26++WZJ0mte8xr9wz/8g/7Lf/kv+vrXv17RTmMlcGZLW2p70YtepNHRUX3605/Wrl27JEn79+/Xbbfdpu7ubn35y1+uyUAv1/j4uHp6ejQ2NqbubkqtA1iaJPGlxapywFCDRZZaGy8G2n86r+FCZXbOOdOWnrK295WVTS3imxOFCp48oODJg3KzdtpYvlPx0DWyNRu1mLISmZSUzVTnAN5l83KZXFWeC0vHHI1WZEksK0xKuvR7o0ul5fI07IQv+11q4moQuYyUTTf/4hmqhzkaQDOIE98Wo2YL+FHZn6NXqyVG5HRgOKcj49mK21PObyLYuqasYLVNp0FKyq/e+vWZlJTPVu8/nfkZQCsyS3yb0VkVlAMqQ1yWld4KI5uWclVa+wfOWXJliK997Wv65je/OROEkKRdu3bpIx/5iJ71rGdVdXAA0EhVLcNZ5ZKbtVYInQ4O53TsbHbOfRs6Q+1cu8iSnkms4OQjCk7sl5sVArFMm+KNV8v6N0uOJqkAVj6zRFac0mKCEMA5YWQqRStzkQIAgFqpapvK2ZLYhyDiqDpPZ9ITYxkdHM4rSioX79d3htq9tqg8LTEAAJjDorKvrMkJ8bLRCgNY2JLDEJs2bVIYzj0bieNYQ0NDVRkUADRaKTSVq7MuIoUlKSquiGtjYSw9cianx8ayMqtcxOlri7RrbVE9+UWUKrNE7vRjSh17SC4sVN6VzipZv1vJ4Ha/SwQAWoCZScUpyjli0ZLEhy5jfmQAAJhR9TaVlU8uRSX/p0rn5yOFlPaenNtSsjPrW2L0t3NFAgCA2SxJpHJBVqVg4mpFKwxgcZYchnjve9+r3/zN39THPvYxPe1pT5Mkffe739Vv/dZv6X3ve1/VBwgA9WTm22JU5cKE+YO6au02qaUkkR4by+rQmZzCWTtZOrOxdq0taW17dOkuFmZyI0eVOvpDudJE5V1BWsm6nUrW75RSmSp/BQDQYOWibIVU/0HjlSMfumTzCwAA58XTbSprMj/GoVQuVi24WoycDpyeW00xHZh29JW0uXcVtsQAAOASzEwKS7Kw1OihrGhxYgojKUpYVwAWw5kt7VdlzZo1mpqaUhRFSqd9luLcvzs6KnsenzlzpnojvUz0UgOwWFVdeIlCKSw0/dGImXT8bFoHh/MqRJWtKnLpRDv7StrYHS4uBDF+UsHRBxVMjVbe5QIlA9uVbNglZfLLHnMmJWWr1DfMZfNymVxVngtLxxyNVmFhyZd1XCKXSsvlOy79QLSMlVoNIpeRsmmu6KwmzNEA6q1mbTGSZLolRnWePDHpsdGsHj6TUzxrI8HGrrKuWltSLt3c6wB1FaSkfGejR9EwmZSUz1bvGIr5GcBKttSWGEFHT41HtLKYmaLYV3ZeaWsKS5FNS7kqrf0D5yy5MsTdd99dg2EAQGOFkb84sWxmPgQR1aq5afUMT6W0/3Re46XKcp6pwLR9TUlbe8tKBQt88gXcxBkfgjh7quJ2k2T9WxQP7ZFyXOwD0JosCi8rCIHV5Vzpypr1PgcAYIWqWVsMMykqV7Vl5fBUSntP5TU5qyVGd863xFjTRpUwAABmsySWSoUFq2mamTQxKotKcumc1Nkrd8mdeatHkky3woibft8l0LSWHIa45ZZbajEOAGgIM7/7JKzGmkUc+bYYTd4v/mwp0P7TOZ2eqmxV4WTa1FPWjr6ysovZyVIYV+roDxWMHptzV9I7pHjjNVIbOxUAtC5LYlmp0OhhoMnF09UgkuY+PAAAoO5q1hYjjvwmhSpNvoXQaf/pvE5MVJ5DZ4JEO/tL2tSziGqKAACsMmaJVC7JovKCj0lGTyo+sk82ddavqbtArr1LqSt2r/rKEFHs22u2chUIoF4WFYYYHx+fKb01Pj5+0cdSogvASpGYqViuwgGFmRSVpHr1OjOTpkblopIsnZPae7WYlZdi6HTwTE5HxzOSKh+/rjPUVf0ldWQX8c0oTSp17CG54cc0+1WTrgElG6+VdfYt+ssBgJXILJEVp1S1rYZoOWZ+4aIcNXokAICVwMw0OimVIimXlno71NK7ImvSFsOmW2JUqVJjkkiHR7M6dCan2C78vzBt6g61c21J2RTHgsA5q+19DMDCFtMSIxk9qejh+30rq3TOt1ZKYtnkmKKH75fLdyjVP1THUTdeYqYwogoEUG2LCkOsWbNGx48f1+DgoHp75y9RY2ZyzimOKQkHoPlFsd+lueyDiiT21SAWKPNVbW78pILj++WK59Oylu9SsmGXrHtw3s8JY+nwSE6PjmaVWOX795p8pF1rS+pdTDnPsKjg+H4Fpw7Jzap+kbT3KrniWln3usv+2gBgpTAzqTjV9JWA0Dhx4gOXCYsXAIBFODlm2nfMNF7w56jOSd1t0u4habCntS4k1qwtxrkNClW6cnBqMq2HTuU0FVa2xOjJR7p6oKiePMeBwIVW0/sY0EzMTDY+LAuLcpm8XHd/Q0NIliRSuSCLL74rwMwUH9nngxDZds1s3AvSUjYllQuKDz+goG9Dy4eqzExx4tfwq358BEDSIsMQ//qv/6q+Pr/L95577tGmTZuUSlWeDCRJoscff7z6IwSAKqvaDpSo5Hed1OlChxs/qdSj/yEloSyVlYKslMRyhVGlHv0PxVufWhGISEx6fCyrR4azCpOg4rk6MrGuWlvSYEd06aIScajgxEEFTx6USyoPZC3fqXjjtbLeoUVVpwCAllBeuNclVjeqQQAAlurkmOn+w34XYC4jBc6fy41OSvcfNt2wrXUuJNakLUYSSeVi1TYoTJWdHjqd16nJypYY2VSiq9aWtLGLlhjAbKvpfQxoJvHwMcWHH1AyOebLGQWBgo4epbZdX/eKCmYmhWVZWFzcJ0yM+tYY6ZxmVzCWnJTOKpkck40Py/WsrfZwm0KcmKKYKhBAPSwqDPGc5zxn5t+33377TJWICw0PD+sFL3iBbrnlluqOEACqpGo7UMwnXHWJhGtVmSk4vt8HITJt54MHqbQsSMmFBQXH9yvuGpDJ6cREWgeH85oKK0MQ2ZTvabqxO1RwqfPQJFZw8hEFJ/bLzertZpk2xUN7ZGu3SC5Y4AmamAvkMlkpnW30SACsMFYuyapUehmthWoQAIClMvM7qcNIastecJrn/MeFsrTvmGmge+WXmq96Wwyz6ZYYC/chX4o4kQ6N5HR4pLKiopNpc29ZO/pKyqQu8gTAKrWa3seAZhIPH1O0915ZVJYyeSnjW0wkZ0dke++Vrr6xboEIi6PpTSOLr5pkUcmvsQcLTK5BSgqjxYcrVggzm6kAsezW3UATePTRR7Vt2zZ973vf04/8yI80ejgLWvIVrHPtMGabmJhQPp+vyqAAoNqSxDRVqkIQIg6l4kR9gxCSNDUqVzzrK0LMfg92TpbKyhXP6sxIQf/3iQ49cKK9IgiRcqYdfUU9e+uENvVcIghhidypw0r/4P8odeQHFUEIS2cVX3Gdoutukg1sW3FBCJdKy+XaFbR3yWVynIgDWBKLwpY7Ecfy+bClP84gCAEAWIrRSWm84HdSz3Oap2zG3z862ZjxVYOZqVCuchAiKkvFs1UJQphJJybS+sZjnXrkTK4iCLGmLdIzNk9qzwBBCGAhq+F9DGg2Zqb48AM+CJHrkEullCRSpJSSdJssKvv7a1xuwJJEVpqSFSeXFISQJJfO+XXlhSo7JbEUBHKZ1rjm6DdPmCaKUikkCIHGuvXWW+Wc06/92q/Nue83fuM35JzTrbfeWv+B1dCiKkNI0hve8AZJPsH5tre9Te3t7TP3xXGs++67r6lTHwBWrzD2Cy/LOv4zk8KC1KDdwG4mLTt/JYOzQa/2p/foyeH1lZ8n0xU9oXb0lZRLX+IbYCY3clSpYz+UK05U3hWklazbqWT9TimVWeAJmpdLZ6VMVm6htDEAXILFkaw01ehhoMlEsa86RUlLAMDlKEV+DlkorJ5yUmj+cStR1asmJbGvBlGlzQkT5UAPncpreKpyeTSXSrRroKgNnYtoKwmscq3+PgY0Ixsf9q0xMnnFiVSsuLjulFZO+bNjSteoxYSZSVFZVi7psvtHd/bKtXfJJsekbEqVrTL88wfd/XLd/VUYcWOYnW+DQfgBF2NmGp30c2UuLfV21L6a0qZNm/TZz35WH/zgB9XW1iZJKhaL+ou/+Att3ry5pq/dCIsOQ3zve9+T5P9TfvCDHyibPX9BLpvN6vrrr9cb3/jG6o8QAJahFNry+3ZPl/qSNe6oxS5My6bOv3UXldPBYI8eD7bOieCv6wi1c21JndlLj9uNP6ngyA8VTI1Uvq4LlAxsV7Jhly+5tpLMtMLIyK2wChYAmsu53Q7AOWY+aBlWpz05AGCVyqX9aVxi/oLhbLH5+3OLXr1rHlVti2EmRSX/pwrBiiiRHjmT06MjWZkqW2JsXVPWlX0lpTmFBBalld/HgGZlYVFKEsVBoMnyBYEkJ8mkMEkplZRVGC2ov6fKr32uYuYSK0HM5pxT6ordih6+36+7p7O+NUYS+8pPqbRS265fcVV9zUxxoplWGMClnBzz7abGC/532Tmpu03aPSQN9tTu5/+pT32qHnnkEX3uc5/Tq171KknS5z73OW3evFnbtm2bedyXv/xl/f7v/74efPBBpVIpPf3pT9eHPvQhXXnllQs+94MPPqg3velN+sY3vqGOjg698IUv1Ac/+EGtXVv9cNZiLfow5N/+7d8kSbfddps+9KEPqbu7u2aDArC6mJlsfFgWFuUyebnu/mUf6PhSnMtMXZ5bcAlLyxrHRMkfAGVSUmfuMlN97b2yfJdcYVQWpBS5jA4FO3Qo2KnYVb6V9+Qj7V5b0pq2Sx9xuYkzCo4+qODsqcpxS7L+LYqH9ki5jqWPt0bM/IGBClI2LXW1zf1+ulRaSmfl0gtXsKjFzxyA1mRmUmmSrf+YQTUIAMByXHgu0p3JqTvfp9Epp7ZZHRHNpHLod4b1Ns8p2SX59lH+AsC587dy7Dd9ds9z/nZJcSiVi1XZnGAmHZ9Ia/+pvEpxZdqhvz3SnoHiojYTAJcSOCmd0qpor9Lb4X+3RyfVMu9jqI7l7HRuxC7plcRl8lIQqFSOZZZWcOGU5qR0ECtJAh0ezalv8/xt75fKklgqF2VVbB0d9A4qveMGxUf2yaam21+5QGrvUap/o2SJkrHTK2LdNk5MYeQDl6wVXL5zv/um1fG7f3LMdP9h/7OTy/jjh8T8nHr/YdMN22obiLj99tt1zz33zIQh/vRP/1S33XabvvrVr848ZnJyUm94wxv0lKc8RRMTE7rzzjv18pe/XN///vcVBHPTw6Ojo/rJn/xJvfrVr9YHP/hBFQoF3XHHHfr5n/95/eu//mvNvpZLWXIm85577qnFOACsUvHwMcWHH/ClvZJECgIFHT1Kbbteqf6hy3vOxAchlnXgkcQ+lbpQ37JFGJ00PTEsTYXnU33tGWlTv6m3Y4mTmHNKNuySe/R7esKu0IHMU1RylZUa2lNlXTUYaV3HIkp5FsaVOvpDBaPH5tyV9A4p3niN1NZcobdz389CKGl6/05nXto+KPV1uUW3wqjFzxyAFlaaWnLvS7QmqkEAAJZrvnORp+Z69IPgOp0qDymb8Tur4+kLiJm0tHvIrZhF4AvbYgyfNR06KU2Uzp8Pd+ak7YOm/q5FfD2W+BBEXJ3yEmdLgfaeymukULkUmk8n2jNQ1OBizqOBizgXgEinpNRCPSNakHNOu4f8RZtCWSv+fQzVsZydzo3aJb2SuO5+xbkepUpnFAezWkyYKZOUNJHu04moX6OT0prOy38ts0Qql2RRednjnk/QOyjXMyBNjMqikqwwqXj4iOInHlL82INSJtu067ZJYjMVIKrWEmwVO3fsOFmSJGv5330z/14XRpVhwpTzHxfK0r5jpoHu2gVCfumXfklvectb9Nhjj0mS7r33Xn32s5+tCEP87M/+bMXn/Omf/qkGBga0d+9eXXvttXOe86Mf/ah+9Ed/VH/wB39Q8TmbNm3SgQMHdNVVV9Xka7kUClQBaJh4+Jiivff6g6lM3kfmk1jJ2RHZ3nulq29c8kFOVUpxRiXfh3QZBzGjk6aDJ3waNJOSgsAfFE2UpIMnpJ3rlxaIMJOeDIZ0oHOzJuNsxX1ZK2lH97iuWJdbsEfjjNKUUsf2yg0/ptkPTboGlGy8VtbZt+hx1cuF389sWkpPfz/HCoG+dyyr67dnNdhx6S0XtfiZA9C6rFyo6q4HrFxUgwAALNdC5yLpwoieEnxLB7qfrqPxkMLpCz+9Hf4C4kpZ/L3wXHz4rOmHR3yAMJs+v8ttvCD98Ih0zRUXCURM9yFXtLxz8nPCWHr4TE6Pj1a2xAicaduasravKSlFSwxcptUagJhtsMfphm2auYC9Ut/HUB3L2enc6F3SK4VzToUNT5E7+01lbUqR5ZQopUCxMklJscvqSOd1MjmVLnNJw6bnYyuXVJUJ+SKcc1LXGtnoScVH9/t1+cT862ZyTbVum5gpiv3xBftmqufCY8dc5vzafyv/7o9O+mPjXGZO93M558OF4wUtO9B0MQMDA3rpS1+qT33qUzIzvfSlL53TyuLgwYO68847dd999+n06dNKpn/wH3/88XnDEA888ID+7d/+TZ2dcwf9yCOPEIYAsLqYmeLDD/iFoFzH+XRbKi0LUrLSlOLDDyjo27Co5NuFpTgvf1CJrwaxzAtfZr6CQZSc750o+VRf4HyJtyeGpZ72xZUpGymktP90TqPFyrfsQIm2dY5r26BTOpW7+JOERQXH9ys4dUhuVnlRa+9VvPFaWffg3Jm3Ccz+fgaBlAQpRS4nZTI+JXlcGui5+Pez2j9zAFqbhWVZWJudD1g5qAYBAKiGS52LpEpTujr6gbbuHlIpdiuqLPDsc3Ezv6svjKV8pvJ8OJ+RiqF06KTU1znP+VscSWGhKlcXzKSjZzM6cDqn8qyWGAMdofasLao9S8oRSxcE/iKN3/jS/L+j9TLY4zTQLVobrHLL2encDLukV5JU/5D2dj1d2wo/UHs8poyVlbhAk+k+Hem6TmcyQ3Kx/11cKosjqVyoa5XMZOqsogPf8WvzF4rKUltXw9dto/h8FQhU1+xjxyDwv/+t/rtfivzx6kKHEinnw4WXG2harNtvv12vfe1rJUkf+9jH5tx/8803a8uWLfrkJz+poaEhJUmia6+9VuXy/GumExMTuvnmm/Xud797zn0bNmyo7uCXgDAEgIaw8WFfGjSTnzOJOedkmZySyTHZ+LBcz9oFnsW7sBTnZYtDf7BVhS2fEyXfGiOTmj/Vl0n5+ydKUld+/ueQpMlyoAPDOT05kZl1j+mK7lA7+kvKpy+xhSUOFZw4qODJg3JJ5cxpuU7FG6+RrdnYlCGIcy78fiZBRuVUVi7w05fT4lOS1fyZA9DaLI5ks0/AsepQDQIAUC2LORexqTH1JGcU9K6cc5H55srxgj+Hy6YX2OWW9vePF6Se9uk7LPG7QKPqtMQYK/qWGGOzNhS0ZxLtnm6JASxFMB1+SAcEIC7GOVez3atYGZaz07kZdkmvJL0dUtwzpO+mNmggGFYmKSkMcprM9MvkVC77x/R2LP45LYmlcrGuFTKTs2cUH9kvGz46/wOC6bXvBqzbmpnKkb9Iz7pA7Vzy2LFFf/fPbaJNzAcfZounqyxdTqBpKV70ohepXC7LOaebbrqp4r7h4WHt379fn/zkJ/WsZz1LkvTv//7vF32+pz71qfqbv/kbbd26Vel080QQmmckAFYVC4t+t0dmgdYGQUoKS/5xF7Hsthhm04su1dv9e+4AKVggpxA4X+VgoV2mpcjpkTM5PTGWqSjjKfkdLFf1l9SVu0QyN4kVnDyk4MQ+uVlfm2XaFA/tka3dIrnmrwcaxlKorOJ0VgpScq6iE96iU5LV+pkD0NosSWSlqUYPAw1ENQgAQLW12rnIuYsD5XnOwcrxxXe5Bc7fXz43z0YlKSxV5SpDOXY6eDqnJ8Yz0qyWGFf2lbS1t0xLDCxaKphugUEAAli05ex0bpZd0iuFc067h6T7D0unorXKZv33KDapHEqZtG9Ts7iKy4lULvkKVnVgZrKREz4EMX567gOck9I5Kd8uN712bXU8VkqS8yEI1N6ljh1b9Xe/t0PqbvMhjwur4UjTx8rh0gNNlyOVSumhhx6a+feF1qxZo/7+fn3iE5/Qhg0b9Pjjj+vNb37zRZ/vN37jN/TJT35Sr3zlK/Xbv/3b6uvr08MPP6zPfvaz+pM/+ZM5r1EvhCEANITL5Kf7HcRSap63oiSWgsA/bh5VaYuRxFJ5quoNvs5VhFgo1ZfY+QoRF4oS6dGRrA6P5BRb5Sd252LtWltUf/slvmBL5IYfV+rYXrlZu5otnVWyfpeSwSv9Yluzc05KZ5VqzyhMBUpLmm/Ui01JLvdnDkDrMzOpNEnkfxWjGgQAoBZa6VwkSfxcGS9wGp1d5Plw1kVSseS/9mUyk54Yz+jg6ZzCpDLtsK4z1O61RbVlmNxxaQQggOVZzk7nZtklvZIM9jjdsM23EBgv+AvGzvmLp7uHnAZ7Lv4+ZmZSWJaFJUm1nyctSZScelzJ0QOyqfF5HuGkTFbKtEnOzQQhJNXlWCmeDkHQCqO+LnXs2Kq/++cDTaZC2VfAuNxA03J1d3fPe3sQBPrsZz+r173udbr22mu1a9cuffjDH9Zzn/vcBZ9raGhI9957r+644w698IUvVKlU0pYtW/SiF71IwUK7h+ugxX58AKwUrrtfQUePkrMjsiBV8abuD8RKCrrWyHX3z/ncOPETxLIuVIQlKSrW5DivMye1Z3x5p8DNTfWFsX9MZ87flph0dDyjh4dzKs3qZdqWTnTV2qLWd0YX72RhJjd6TKmjP5Qrnq28K0gpWXeVkvU7pdTslhtNyAVSJufH6py606bOnC+Hlc9cfkpyOT9zAFaJ0lRde2KieVQlZAkAwAJa5VwkjGxm5+5Cutt0ifO3RP25krpdWUqWv7g7UkjpoVN5jZcqo/MdmVh7Botae6kNBVj1ZgIQKSlo4haiwEqwnJ3OzbJLeqUZ7HEa6Pbft1LkLxj3duiSF1Bn2oPWYQ3EolDJiUOKjx2UynMrO7iuPgUbr1J8/BFpalyzCiXX/Fgpin0IYqGgJ2rr3LHj2JRvlXGuFXpbtvV/95cbaLpcn/rUpy56/+c///mZf7/gBS/Q3r17K+63C04Gtm7dWvGxJO3cuVOf+9znlj3OaiIMAaAhnHNKbbtetvdeWWlKlsn5agVJLIUluXRGqW3XzzlwW35bjEQqF6Qa9j5zzmlTv+ngCX8Qmkn5UEQyHYRIB9KmfklyOjmR1oHhnCbKlQs3mSDRlX1lbe4pL9huY+b1xp9UcOSHCqZGKm43FygZ2KZkw25pBewwUpA6H4K4gHNO2wdNPzwiFUOfkswES09JXu7PHIDVwercFxPNg2oQAIBaW+nnIksJDc45f0ufPx9OymV1B0VtXWPL/lpLkdOB0zkdPZutuD3lTDv6S9rSW16w3DJwLgDhK3vygwJUy3J2OjfTLumVxjmnNZ2Le6wlsVSn9Q8rFRQfO6jkxKF51+Jd35BSV1yloHut/zidVfTw/X7tPp2VnauqVYNjJTNTFPuWXwlrAQ1TDE3DZ/1+1Sip7GSeTklh1Pq/+5cbaMLSOJsd2Wgx4+Pj6unp0djY2IKlPgA0Tjx8TPHhB5RMjvkkahAo6OhRatv1SvUPzTyuKjs249AfTNXpbW900vTEsDQ1fYHFOV8xYlO/5FIp7Tud10ihMpMWONOW3rK2rykt2E72HDdxRsHRBxWcPVVxu0my/s2Kh66WcisgMpnKSOns/OViLzB81nTopDRZ8h8755OjS01JLvZnDrXHHI1mYVEoK03V/XVdKi2XXwHv0y2KahCLl8tI2TQn4qsJczRQGyvxXCROTMXy0i8UnDt/myhJLomUs6I6M7E29Uu9HZc/pyQmPT6W1cPDOUWzKksMdZV11dqS8umWXupcWYKUlF/kFboaSwU+/JBewQEI5mesFCfHbGan87k10cWu4S3nc7EwSxIpLMkuvNpcI8nkmJKjB5ScenzuOrwLFAxuUWrjTrn2ue9jyehJxUf2yaamKx9X+VjJzBROhyBa+8poc4pi08ikdPqsNDwhTcwtFDIjm5bW1LhCAlYPKkMAaKhU/5CCvg2y8WFZWJTL5OW6+ytOTJPpthiXndI0k8JiZbSwDno7nHraTRMlXxEik/J9lg4O53ViYna7CtNQV6id/aVL9zItjCt19IcKRo/NuSvpHVK88RqprclPip2kVNaHIIJLpD6m9Xc59XWapsr+CS43JbmYnzkAq4clsaxUaPQwUGdUg1g8M9OJUakj5+diAMDlW2nnIsupzNjf5dTXEevs2ZKiclmZlC+BvJyv9cxUSntP5edUVuzK+pYYfW0kHFEpnfLVOVdyAAJYiZaz05ld0tVVrxCEmcnGTik+ekA2cmLuA1IZBRu2KzW0Qy7btuDzBL2Dcj0D0sSolE5X7VgpMVMY+TV61gHqx8wHm86FH0YmL/3978z7EMSmPmmor3UrQqC+CEMAaDjnnFzP2nnvC2O/+HLZBylJ5KtBNKgHvHNOXXmpHDs9ciarx0ezslmNz9a2R7pqbVHduUuMsTSl1LG9csOPzW6dpqRrQMnGa2Sdzd1jVs75AEQ6K7lL9P+Y99Od+jqXvzv1Yj9zAFYPs0RWnJKvqYPVgGoQixcnpiNnpMMnfZnzvg7TT17LIiQALNdKOBdJzFeDWFbv7KgsFxbVnTEps7y5oxg57T+V1/FZmwrSgWlnf1GbekJaYmAGAQigOSyldUM1PxeemUlhWRaWVMs1DzOTDR9VfGS/bGJk7gNybUoN7VSwbptcevbmwPk556SuNQo6epY9vjgxlSPWAOqpUDYffpgOQISX+N7nM9LaLv+nr1PqzDvllnnsCMxGGAJAUzIzlSLfF+oyn0CKSv5PA69xxYn02GhWh0bmlvDsysXa1V/U2o5LHBGEJQXH9yk4dUjOKlejrL1X8cZrZd2DPmjQrFwgZbK+GsRljLMVylkCaC5mJpUKkjUmLIf6W3bAcpUohqbHT0uPna68CHZmUvrXH5qu2yRKVAJAC1t29aQ48pUZk+VfdUhMenQkq0fO5BRb5dxzRXdZO/tLytESA5oOQEyHIFgzAHC5zKwlKlJYVJaVizU9+bU4UnLyMcVHD0jFyTn3u/YeBVdcpWDtJrlg6RviljU2M0Wxvwi/rGAnFiWKTcMTPvxw+qymqzovLB340MPaLqm/S2rPrszfM6wshCEANJ0k8Ysvl32wksTT1SAaF/k0k46dzejgcE7FqPKAL59OdFV/SRu6wovnAuJQwZMHFZw4KJdUpkIs16l44zWyNRubOwQRpKRMTkotLvl7Ied8AMK3F2nirxHAylQuyuLLTdxhJaEaxOKMF0yPnpKOj86/ZpYOpLMF6f7Dphu2EYgAgFaz7A0JSSyFJSm+zL4as5yeTOmhU3lNhpUtMbpzsa4eLKo3X6OJ3UyaGpWLSrJ0Tmrvbe5z7lXKOb9pggAEgGo5OWbad8yX9Dfz7zPdbdLuoZVz7mOxr5BsNayQbGFJyfFHFB97eN6W1K5nUKkrrpLrXVf39+YkMYUxrTBqLTHT2NT58MPY1MX3ojpJPe3nww897VLAvI06IwwBoKksexdKVPK7UBp0wGMmnZ5K6cDpvM7O6mOaDkxX9pW0uaes1MUCsUms4NQhBcf3yc06qLRMm+KhPbK1Wy6rzUTdpDK+FUZq6dNMejoAkWJBA0CNWFiueb9MNIcw8hd2WAiZn5np1Lj06GnpzMT8j8mkpFzG/20mFcrSvmOmgW7maQBoFctqi2HJdAiiXJXz8ELotO9UXk9OVgbqM0Giq9aWdEX3JTYVLIMbP6ng+H654ln/dblAlu9SsmGXr8aIhnLufPsL1gsAVNPJMdP9h01h5M99AuerE41OrowwuCVxzTd8WHFC8dGDSp58dN4NiMHaTb4SROeamo1h3nFRBaLmzExTZc20vjgzIUWX+F6356S1nT780NcpZVLN+/uD1YEwBICmYOZLV1+qh9TCT5D4ahAN3OU7Xgy0/3Rew4XKt1bnTFt6ytreV1I2tcAnS5IlcsOPK3Vsr1y5UHlXKqtkwy4lg1f6agvNyMm3wUhnlzzGwEmZtL/QwoIGgFqyOJLNeo9F60mmjyuoBjG/KDYdG/EhiKnS/I/JpHzvTufOb4h1TspmpPGCXxikjy8ArHxxYiqULyM4aOZ3hEalqqQO40Q6POJbTCYVLTFMm3tC7egvXvx8epnc+EmlHv0PKQllqawUZKUkliuMKvXofyje+lQCEQ1AAAJArZn5ihBhJLVd0N035fzHzRwGNzMpLMnCBU7qqiA5e0bJ0QNKTh+Ze2eQUrBum1Ibd8rlO2o2hvnEif8/ixI2P9RCOapsfVG8ROGvTErqnw4/rO2S2rLN9bsCEIYA0HBx4nehJJddDSKUwkLDjnwKodPB4ZyOnc3IJwLO29AVamd/Ue2Zi4zNTG70mFJHf+h3oFx4V5BSsm6nknVXSemlt5qoC+d8ACKdXXK1inRKyqalFG0wANSBJYmsNNXoYaDGqAaxsGJoevy09MTw/AHU7ja/eHFk+HwQYraUk0LzfXQBACtbOfLhwSWLytMVGasz2Z6cSOuh03kVwsrzyd58pKsHiurO13irp5mC4/t9ECLTdsGVsLQsSMmFBQXH9yvuGqBlRh0QgABQT6OTPuydm+f8p5nD4DMbPWrQEsPMZCMnFB89IBs7NfcBmZxSG65UsOFKuUyu6q9/sXGda4NRw04gq1KSmEYuaH0xfok9RM5Jazp8AGJtl19LYL5GMyMMAaChLnvxRfILL+VC1XqSLlUYS4dGcnpsNDtr54rU1xZp19qiei6xaOPGTyo48qCCqZGK2805JQPblWzYLWXyVR97VbhAymR9NYglHOxQBQJAI5iZrDTJFfIWliS+1RalMecamzI9dlo6PjJ/BfN1PdLWtVJvh1/0ODbiQ6rzVbKMp/vn5jiTBIAVy8zPmUuuoBRHPgQxT3nsyzFZ9i0xTk1VBv+zqUS71pY01FW7lhgVpkblimd9RYh5roRZKus3LkyNSh31Lf+9WgTOhx98AIJ1AgD1cy5Iv9BbT7OFwS1JpLAoi6q/Hm5JouTU40qOHpBNjc99QL5TqY1XKRjcIpeqX+XiKPYhCCo/Vo+ZaaIoDU/48MPI5KXXUjrzPvjQ3+lbXzBfo5q2bt2q17/+9Xr9619fk+dnCQtAQ1z24ss5cSSVpxpyUStOpMfHsjp0JqcwqZz0O7Oxdq0taW17dNFFGzc54kMQZ09W3G6SrH+z4qGrpVx9y4stWpCSMjkptbRKFemUD0Ck6REGoBFKU2wdaGHlyFSmGkQFM9OpcenwKb+wMVsqkK7ok7asldpz5+fm7jZTZ86HImZXhzCTyqEPTfQ26WEKAODiLqsyYxL7EESV2lJGiXToTE6HR7OyCzYWOJm29JZ1ZV9JmTp2h3RRybfeDLLzPyBISXEoF5XmDRXi8qSmqz+kAyngggqABsml/TlPs4fBbbo9lZVLmj/ivoznjkIlJw4pPvaw33g4i+vqU2rjLrn+obptbDMzlSPfCuOyq0mjQik0nT6rmfYXlwr4ZNPnww/9XVI+w1xdK2YmGx+WhUW5TF6uu7+mv2u33nqrPv3pT8+5/eDBg9qxY0fNXreRCEMAqLskMRXCy7wmZeYXYaJy1ce1mJc+fjatA8N5FaPK8p25dKKdfSVt7L7EzpXCuFLH9ioYOTrnrqR3g+KN10htPVUeeZWkMr4VRmrxU4dz/sApnZICqkAAaBArF2RVWrxHc6EaxFxRbDo2Ij16Spqa53Apn/EBiCv6pcw8q33OOW0fNP3wiO8L6ttZSdF0ECKTlnYPOao7AcAKtOTKjJZIYalq599m0pMTae07Pfecuq8t0p6Borpy9Z/ULZ3zlQ+TeP7z3SSWXOAfh2WZCUCwRgCgSfR2+BL/o5NSW7Y5w+C1aolhpYLi4w8rOf7IvIFH17dBqY1XyXWvrcv5n5kpSXxoMool1TEY2YrixHRm4nz1h4nixR8fOF/x4Vzri848VZ3rIR4+pvjwA0omx/zveBAo6OhRatv1SvUP1ex1X/SiF+mee+6puG1gYKBmr9doS2vuDgDLFCemqfJlHrslsVSaaEgQYngqpW890aH/78n2ikWbVGDa2V/Us7dM6IqeiwQhSlNKPXq/0j/85zlBiKRzraLdz1W84xnNF4Rw8gGIfKeUa190ECKd8icQnXmnbNqxyAGgYSwsy8L6zxuovXJkmiwRhDinGJr2Hzd97SFp79G5QYiedun6zdKz90jbBt28QYhz+rucrrnCLwpGiVSarubV2yHdsM1psId5HQBWEjNTobyEIMS5TQjF6p1/T5QDffdou75/ovKcOpdOdP36Kf3YxqmGBCEkSe29snyXXFyeW2bKTC4uy/JdUntvQ4a3krnp9hf5rL+o0p5jjQBAc3HOafeQUyYtFcr+/MfM/10oNzYMbkkiK07KipNVDULY1LiiA99V+N1/VHJkf0UQwpxT1L9V6R/9f5S5+kYFPQM1/9rPVYEolLW8StKrnJlpbMp06KTpO4+Y/uVB6f7DfqPEQkGI7jZp26D0Y9ul518rPW2707ZBp642NkDUQzx8TNHee5WcPeM3oubapVRGydkRRXvvVTx8rGavncvltH79+oo/qVRKf/d3f6enPvWpyufz2r59u97xjncois6/Rzjn9Md//Md62ctepvb2du3Zs0ff+ta39PDDD+u5z32uOjo69IxnPEOPPPLIzOc88sgj+qmf+imtW7dOnZ2d+rEf+zH9y7/8y0XHNzo6qle/+tUaGBhQd3e3fvInf1IPPPDAZX+9VIYAUDdL3oVyobAkRcVqVwG7pLOlQPtP53V6qvLt0sm0qaesHX1lZdMXGVRYUnB8n4JTh+Ss8qDV2nsVb7xG1r1ubl/SRnNOSuekdMbvkFnkp2RS/iSBhQ0AzWBm9wRaCtUgKo1NmR49JZ0Ynf8waV2PtHVA6m1f2q6O/i6nvk7TeME/b2fOqbeDnSEAsNJEsZ83F91KKgqlsFC13lNRIj08nNNjo1mZKltibF3jW2KkG71VyzklG3Yp9eh/yIUFWSrrW2MksQ9IBBklG3Y133l7k3LOt75IBX4/RZDl+waguQ32ON2wTdp3zJ//hNOtMXo7fBCi3mFwM5PCkiwsVfU5bfy04iMHZCPH59wfu4yOZ7fpeP5KhUmbOk9I2wdNfV21+9rj2M5XgcBlKZRNw2el09OtL8JLfC/zGd/yYu1064tsmjm6UcxM8eEHZFFZynWcX2tJpWVBSlaaUnz4AQV9G+q2DvONb3xDv/zLv6wPf/jDetaznqVHHnlEr3nNayRJv/u7vzvzuLvuuksf+MAH9IEPfEB33HGHfvEXf1Hbt2/XW97yFm3evFm33367Xvva1+pLX/qSJGliYkIveclL9M53vlO5XE5/9md/pptvvln79+/X5s2b5x3Lz/3cz6mtrU1f+tKX1NPToz/+4z/W85//fB04cEB9fX1L/toIQwCoOTMfgrjUZDyvJJHKU74qRB0VQ6eDwzkdPZuRVDnZrOsMdVV/UR3ZiywOxaGCJw8qOHFQLqksM2a5Th+CWLOx+RZTgtR0K4zMoseWCnwAIh1wgQRA87AkkZWmGj0MVNmygpUtxMx0ctzv8BiZnHt/KpCu6PPtMNpzlz83O+fU0y7lMiySAMBK43dZSuXFdgpLYl8Nokqtxc61mdx/Oq9SXJl2WNvuW2J0ZJsn2Wjdg4q3PlXB8f1yxbNSHPrWGG29SjbsknUPNnqITS1wUirl1wWC4ILQi3OysCSXocUIgOY22OM00O3bZZQiKZdW3cPgZiZFZR+CqFIo0cxkw0cVHz0gO3tmzv1Jpk1PZHboWGarUpmMAielTRovSA8eMV17haoaiDCbDkBEUlLnTY+tIIp964vTZ337i8lL5GVSgW970d/l/+7IsX7fLGx82LfGyOTn/J8452SZnJLJMdn4sFzP2qq//he/+EV1dnbOfPziF79YIyMjevOb36xbbrlFkrR9+3bddddd+u3f/u2KMMRtt92mn//5n5ck3XHHHXr605+ut73tbbrpppskSb/1W7+l2267bebx119/va6//vqZj++66y797d/+rb7whS/ota997Zyx/fu//7u+/e1v6+TJk8rl/DHk+973Pn3+85/XX//1X88ENJaCMASAmvLlOC9z92ZU9osxVTr4W4wwlg6P5PToaFaJVU5Ca/KRdg2U1Ju/SDAjiRWcOqTg+D65WeVELdOmeGiPrH+LFDR668ssqcx0CGJx08JMFYhU5UIHADQDM5OVJus6f6C2qAbhRbHp6Ij02Km5bTAkv8tjy1rpin5dtA0GAKC1LWnePNcSIy5XrRLjeCnQQyfzGilWnl+2pRPtHihqsCNqun0B0nQgomtAmhqVi0qydM63xmjGwTaBVDAdgHCSu2BdwMxkEyOykRNKzhyXTY0r97xflEtnGzhaALg055zWdF76cbVgUSgLi1Vrh2FxrOTko4qPHvRtr2Zx7d0KNl6lH5y9QmPFQPkL9gMGzp9bFkPp0EnTms7lX0CPY1OcXOZmyVUsMdPYlK/6MDzhwzoXO1xz8i0y+7uktV3+31Rwbk4zv++Z1PwPCFLTFWIW6HGyTM973vP08Y9/fObjjo4OPeUpT9G9996rd77znTO3x3GsYrGoqakptbe3S5Ke8pSnzNy/bt06SdJ1111XcVuxWNT4+Li6u7s1MTGht7/97fqHf/gHHT9+XFEUqVAo6PHHH593bA888IAmJibU399fcXuhUKhov7EUhCEA1Eyc+CDEkq9FWSKVi34nRp0kJj0xltHDZ3IKZ+1a6cjE2rW2pIGLLdhYIjf8uFLHHpIrV+5EtlRWyYZdSgav9JNYs3BuOgSRW3Q4IxX4+TmdIkUKoImVpqraTxONY2YKY636ahDFsumx09ITZ+YvIdrT7lthrOthoQMAVrswMpWiRZ6Hx5FULvhz8Gq8diwdHM7r8bHKCouBM21fU9K2NWWlmmxfwBzOSR1r6t2hc8VIp6ZDELMqQ1ocyUafVHLmuJIzJ3zA5gLJ6aNKrd9W7+ECQNOzJJbKRVm1KjOFJSXHH1F8/BHfdnoW1zOg1BW75HrX6WxBOnvalE1rdmFkyflKwBNF6WxB6m6/jLEkpnC6DQZ7VRZvqmQzlR+Gz/qWYxfTnj0ffujrZGPESuEyeX9NJonn36CaxFIQ+MfVQEdHh3bs2FFx28TEhN7xjnfoZ37mZ+Y8Pp8/P45MJjPz73PHg/Pdlkyvzb7xjW/UP//zP+t973ufduzYoba2Nr3iFa9QuTzPLp/pcWzYsEFf/epX59zX29u7uC9wFsIQAGrisstYx+H0Ykx9jpDMpCcn0jownNdUWLkqk00l2tlf0sbuUAsWPzCTGz2m1NEf+lKaF94VpJSs26lk3VVSOrPAEzSAcz4Akc4uaoeLc37BI5OSUlSBANDkrFyo2iICGitO/LHEaq4GMTZlevSUdGJ0/t0f63p8CGJNB/MzAKx2Zr4axKL6blviL1ZH1UkbmklHxzM6MJxTedbmgsGOULsHimrPcBVkJXLuXOuLeQIQxcnp8MNx2dipi4ZqktEnCUMAwAXMEqlckkXzXwxc8vMVJxUfPaDkyUfnbTcdrL1CwcarFHT1zdxWjkwmLbjunXJSpCW03JI/HomnAxCr+Vx+KcpRZeuLwiV+JDIpH3pY2+VDEO1Z1gNWItfdr6CjR8nZEVmQqjzGMpPCkoKuNXLd/Rd5lup66lOfqv37988JSSzXvffeq1tvvVUvf/nLJfmww6OPPnrRcZw4cULpdFpbt26tyhgIQwCoqiUtwFR+4vRiTHUOABfjTCGl/afyGitVVmtIOdO2NSVtXVNW+iK7Vtz4SQVHHlQwNVJxuzmnZGC7kg27pRol9y5LkPIhiFR6USGIIJCyVIEAsIJYWJaF9ZtHUBurvRqEmenkuPToKWlkcu79qUC6os+3w2jPMT8DAHyAsFheZO/tKm9AGCsG2nuybc55dXsm1p6BogY6qIe90pzbEJFyfl3g3HqAWaJk7LQPP4yckE2NX/x5uvsV9G9UamiHXEdvHUYOAM3PzKSoLCuXVI3+VMnEiJIjB5ScfmLunUFKwbqtSm3cKZef2/8jm/YFIRKbPxARm78/u4iriHFsipLLuCawCiWJaXRqOvxwVhorXPzxzkm97T78sLZL6m5jrb4VOOeU2na9bO+9stKULJPz12+SWApLcumMUtuur+v/9Z133qmXvexl2rx5s17xilcoCAI98MADevDBB/X7v//7l/28O3fu1Oc+9zndfPPNcs7pbW9720zViPm84AUv0NOf/nT99E//tN7znvfoqquu0rFjx/QP//APevnLX66nPe1pSx4DYQgAVbOkBZgLJbFUrl9J84lyoAOnczo5WVmtwcl0RU+oHX0l5dILfxFu8oyCIz9UcPZkxe0myfo3Kx66Wsp11GLolyeV8VUg5iu3NI90yh/kUgUCwEpicSQrX+IMEk1vST3OW0wUm46ekR47LU3Nk+nJZ3wViCv6pDRlLwEA0xZdlbHK7SjLsdOB0zkdGa9siZFypiv7StraW15sN0Y0gXOVH3wViAt2JkZlxSMnZGeOKxk5cfFqIqmMgjXr5frW+78zObkgJdc29wIcADQ7M9PopFSKpFxa6u1Y/gVoOxeCWGZ7KjOTjT6p+Mh+X5lntnRWqaEdCjZcKZfJLfg8XW1SZ14aL/jzzYpWGSaFkb/w3tW2wDhog7EoZqbJ0vnww5nJS695dOal/unqD2s6WANoVan+IenqGxUffkDJ5JhvbRMECrrWKLXten9/Hd1000364he/qN/7vd/Tu9/9bmUyGe3evVuvfvWrl/W8H/jAB3T77bfrGc94htauXas77rhD4+MLh2qdc/rHf/xHvfWtb9Vtt92mU6dOaf369Xr2s5+tdevWXdYYnFlrv02Nj4+rp6dHY2Nj6u7ubvRwgJZ12W0xwpIUFasRhL2kYuT08PDcxRpJWtcRaufakjqzFzkSKYwrdWyvgpGjc+5Kejco3niN1NZT5VFfJuemQxA5LWYFyjlfYiuTptc46oc5GtViSSIrTqy4s2+XSsvlmyg812CXfSyxwhXKpsdPS08Mz98LtLfdhyAGexo3R+cyUjbN8cFqwhwNNL/E/GaERQUIo7KvxFiFYyUz6YmxjA4O5xUmlXPD+s5Qu9YW1UZLjBUhFUiplJR2kgvOVX8wqXD2fPuL8WFddMGmrUtB3wYFfRvkuvvlXOX6A2GI6mJ+Burj5Jhp3zHT+HQhJed8KGD3kNNgz9LPiyyOpHJBtsyNgJYkSk4/oeTIAdnU2NwH5DuU2niVgsGtcqnU3Pvnceas6cEjpij268Ip5ytChJHfMHftFU59XZVfc5L4ao41rwLR3iTr7JehFJqGJ84HIEqXaDWSTZ8PP/R3SfnM6j3/zqal3Cr7+s1MNj4sC4tymfz0MdXq+h7UGpUhACzLkhZgLmSJL81Zh77uUSIdHsnp0ZGsYqucRHrykXavLWlN20WO3kpTSh1/SO70o5o9BSWda5Vcca2ss369my7KBb4KRDq7qFYYqcCHIGiFAaARqnGwb2ay0uSKC0LgvNVaDWJsyvToKenE6PyXGNb3+BBEbwfzMwAsVy12dzZyLFHs585LHv5U+bx7pJDS3lN5nZ3VEqMz61ti9LdTG7vZzQQgLmx/kcRKRk4pOXNCychxqThPn65znJPrGfABiDUbCDoAaDknx0z3HzaFkQ+FB85XQR6dlO4/bLphmxYdiLAklspFH4ZYBotCJU8eVnzsoFSaWxHTda5R6opdcv0bl3xM0dfldO0V0qGTpomiFMlvIexuk7YPng9CmJni6SoQq+3cfTHixDQy6YMPp89KZ4sXf3zgfMWHc+GHrjxr86uZc06uZ22jh9HSCEMAuGyLXoCZrco9SheSmHRkLKOHz+RUjit3J7RnYl3VX9K6zmjhzEBYUnBin4KTh+RmlS+z9l7FG6+Rda9bVOig5oKUlMn5ahCLQCsMAI0WDx87XwYuSXwZuI6eJZWBMzOpVL82S6i+1VYNwsx0clx69JQ0Ms91hlTg22BsGZDas8zRAFANC+/uXPzFjGYZi5mpFPndmpcUlXwlxiqcd5cip/2nczp2Nltxezow7egraXNved5e42gO8wYgykXFZ44rGTkuG3nSty9dSCanYM109YfeQbn04tYdAGClMfPzdBhJbRfsM0s5/3GhLO07ZhrovviFa7NEKpdk0Tz9D5cynnJB8bGHlRw/NG+bK7dmvQ9BdK9d1oX0vi6nNZ3S2YJUjvya8bnWGHFsihIfgGAPynlmprMF6fSED0CMTF66dXh3m6/+0D/d+oJ1eaB+CEMAWLIlLcBUfqIvzbnMA8HFvMzJybT2n85pKqzcsZJNJbqyr6RNPeHCizVxqODJgwpOHJRLKr9Iy3Uq3ni1bM0VjQ9BOElBRspkpeDSb+e0wgDQLOLhY4r23usXBjJ5/+aUxErOjsj23itdfePiAhFV2GGBxogTH4JYLTtKoth05Iz02Gm/gDZbW1bastYHIegFCgDVU83dnY0eS5KYCuEiMqBJJJWLF7+4vUiJSY+PZnXwTE7xrJYYQ11l7VpbUi7NlZFmNDsAYWayydHz7S8mRi76+a6jV65vg4K+9XKdfexWBbAqjE5K4wU/T89+23NOymb8/aOT0pp5CuNYHElRWRYtL/FvU+OKjx5QcvJxX+Vp1kCCgc0KNl6loKN6bSScc+pu9/++sA0GAYjzimWbCT8MT/jgyMXkM+fDD/2dq6/1A9BMCEMAWJJFL8DM+cRYKtd+9+5IIaX9p3MaLVa+vQXOtG1NWdt6S0ov1DItiRWcOqTg+D65WYENy+QVD+2R9W+VgmD+z68X53wFiEzOt8W4BFphAGgmZqb48AM+CJHrOP++lErLgpSsNKX48AN+59nFdlqEy99lgfozM5WjSy8atIpC2fTYaenIsG/bNVtvu2+FMdhDUBEAqq1auzubYSxh5KsyXvxFkunNB9UpuTQ8ldJDp/KaKFeeQHflYl09ULx4q0k0RBD48/60k1zgZHEkO3NypgKEyhep2R2k5HoHz7e/yLXVb+AA0CRKkb/4v9AGupSTQvOPu5BFoRSWfFuMy3SujWh8dL/szPF5XjytYP12pYZ21uQ92sxXgIiiS1c4WC2i2HTmgtYXk6WLPz4VSH2dPviwtkvqyLEWDzQLwhBAnVSjL3qjhbHfxbnkRGhYkqLi/A2xq2SyHOjA6ZyenJxdrtF0RXeoHf0l5dPmBz85KheVZOmc1N4rSXLDjyl17CG58lTlZ6cySjbsUjK4w7eiaCQX+CoQqeyiqlKcqwJByS0AzcTGh31rjEx+zjzonJNlckomx2Tjwwv2y7Mo/P+z9yfNjSVrei76uK+1ABAgCJAgGSQjIjMiMrps9s6qynN1jqqGVzOZ3T+gkcYalJkmshrKTGbSUANNZPoD+g+6A12Zbeno1s1dO3dlE01m9BFksAVIolmdf3fgAEl0bEESZPhjFhYRXAsLCyAJd//8/d4XOayY6xhLkvY84lMorFQbwqs1+Fjtn/4o4EbJiiDKBTdGOxwOx3lx1u7OcbgXESuCSA7bWxGxkRhJOJI1dzNWPF3PsbLbvbYOtPCg0uJ2Kb50k0THPlrtO0BorZBW3bo/bC0j1bX+juKDZPPo6QUrQi7No7xLrnk4HA7HJZP17bhsxAofeknbEVfZ9q6apAlETeQMzX8igmx8sCKInc3+EzI5vKUH6IV7I48pEhHSdgTGoXONTwQRodawrg/rO1BtHL0PUsrDbNv9oZy3Y7HD4Rg/nBjC4bgARpGLfpmI2M2L+KSTIjEQNeEcLczDRPHbZpa3tQChe7IxV4h5WAkpZu2EVG2vopefolo77YKAQvwsysT9IgjtYW48wNx4AH53LuqF4/n2HryjJ7y67QIROBcIh8MxpkjcsmNhMKTYqj3bUREPFjuISZGweY536Bg1p55HXDFEhI81eLVmiya9+BpuVWwcxkTGjdEOh8Nx3py2u3Nc7iVJrRDi0CJ8Elk3iBF4WBsDL6sZXmxmSeXgjdoGg4ezIRnvE1A0XgGUajtAaFBKkO1NzNYy6eYy0tg+/LHFihU/zCyi8lOubuBwOBwHKBdgasKKEyd6etFEIIqhnBdK2QRpxWeK7RSTYlZfk75/Bs3dvuMqP2WjMOY+Q43YpdiYtguEi8GgEXZHXxwlCpnIWNeHStsBIvDdOOpwXAWcGMLhOGdGlot+SZw6FiONrRDinGZUiYHXAws1MJVNeTTbopLfn72o7VW8V38EEyNeBkSj4iY66d5sE6Uws3cxS1/a79dlobDiBz97LEcK5wLhcDiuCirIWeWWSa3YqxeTgtb2vB7EGKRV51ythhwj5VgbOVecJBXebcLrdWtz3stExgogbs2AP6i9yOFwOBznwkm7O8flXo4VKZUmVgRxBjvug6zVbSRGI+5ee5ayKV/NNynlzjfu0nE0Slnxg++BMjFm62PbAWLFimKG4QXo6RuomUX09AIqyF7cTTscDscVQynF4yX4/qXQjKxzk6fsOB1HhrwX8WUlhuj0VQmJI8zyb6TLv1o35d57KM3h3XyIml4YqWBNjJCIi8GIU9kTPmzsQOOI9FXfawsfitYBIp91a3qH4yrixBAOxzkyqlz0y+JYuaS9iLRzSs8nx90IvN8O+HUjS5h2q2InfMPD2RYLk0m3bacIevlpWwgRoOIWynRXlgSQmc9Ib34F2cK53PuxUMq6QPgZG4txCM4FwuFwXEXUVAVdKFlRoPa6Pr9EBOIQXZxGTVW6HiciENav9676NeJTcINoRsLrdXi3YUWavZTzNgrjRsmN0w6Hw3EZHKu7s2D/jMu9TE0IjUgNb0YQ015vn3ShPphGrHiylmO1J24y8AyPKiE3p1wkxmXSEUBoJehwB9lase4P2xscug03UUTPLKCnF1FTsyPvKHY4HI7rzHxJ8d1dePJB2G5CYgwBIfPZiC/mFTOTpxsYpVUnff8c8/HlQDGjqtzEu/UIXZw560vYf852DEaS2iiMK4FStnFGj2br0ohQrVvhw/ou1Aa4OHY9PXZO1nF/KOXdet7huA44MYTDcY6MIhf9Mjj1BoZJrRvEiLpTuu8J1uo+zzay7Ebd3SqBNnwxE/FZKWLgGr9RRTVrYFL0AJGGaA+0T3rj/uUJIbS2LhDegBDZA3SKIc4FwuFwXFWUUnh3v0V+/gMSNpCg7YBjUohDlB/g3f22f7EZNs6Uw+m4OK67G0S1Lrxag4+1/m0IBdwoWxFEOe/GaYfD4bhMDuvujGK7pnq8pC6kwH2ce7l/AxrRIfcywkiM1MCLrSwvtzKYnkiMz0oxDyqtoYlmjvNlTwCBQe2uIVsr1gGiVT/0Qao0h55etM02E5MXd8MOh8NxDZmbgtl8zPZ2RBSlZHwoTpxuzmB2tzDvn2HW3tG3gtQaPX/HOkGM8LM7TfdjMMYepazwwbP1+eM4JB+GiFAPYb3t/rC5e7QQpJBtix+KMFNwjo4Ox3XEiSEcjnPkrLnol0FqhFZ0CrusOISkdS7O5bWW5sl6jq1m90eWVsLn5Yh70+HwQk3UwHv/IyQhvdMY0R4STID2rFtEEl688brnWxcILzj0NK0h47UtMZ0a1eFwXHG8yhJ89TekL3+wosE4tEWA4jTe3W/74qMkap4pi9NxMVxnNwgjwmoNXq1BdUAnia/hVsXGYUxk3DjtcDg+baTdgRcmNvahXLiYNYyIINsbSNxCBTnUVKWvuzNux1GUC1YIMV+6uM/sYfdSysO9ebvJMpARNh2IwGrd58lajmbS3UkwnUv4cr7FVNaJTy8arewekJe0oNqOv6h+tHEowwiy6OkFK34o30D5h9cUHA6Hw3E0YgwkkXV5FmEqB+ROPlcQEaT6kfT9M6S62n+Cn0EvfoG3dH9k8UXG7AsgxroxQdEWPRwQQJyRKBErfmgLII5yus743dEXObeGdziuPU4M4XCcI2fJRb8MosRuYpwIMRA2zsUNohErnq3nWNntXdQLS8WYB5WQiWDI7C4O0StP0au/oaS7mCPKQzI5O9lSyhYYlEb8C8rOVIDXjsI4RO3qXCAcDsd1xqssoWcW+zYtejdLJI6Q+Hyilxyj47q6QSSp8G4TXq9Dc8CP4UTGCiBuzbjuEYfD4QBYrcneZr+0N/unJuDxEiMVHvQKLqZaH0hf/dmKLI2xIstCCe/ut8xXlpib4lIEGr3Ml1TXvQRayAYgfdJ97BuYhPbPCMbXeqT5ZS3HeqO7NpH1DI9mWywWExeJcYFoDZ4S/GYVqVr3h3R369DHqEIZNdMWQEzOuEYJh8PhGBGSxFYEccYmDDEGs/4O8/4pUq/1n5Ar4N18iJ7/HDVor+DEzyckAklyisbGi0R7+9EX2jvUFfk4pEbYqu+LH7abRzy9gunCvvtDMeeaDR2OTw0nhnA4zpHT5qJfNCJ2A+PE1llJDHFz5DsfUar4bTPDm2qmryhUySc8mj2kWyWN0R9/RX98huqZwApYJwj/QEirCCqNkIky5MsjfR19KGWf28+AGp7Z6WlrJuJcIBwOx3VHKXVoTJSkCRIdsap1XCrX1Q2iGQmv1+HdBiQDphzTBSuCuFFyY7XD4XB0WK0J378U4gSygS08G7Eb/9+/FL67OxpBRK/gYib+wNf1/0WGCJ3N2cWUSe06/Oc/wFd/g1dZYnpMkgOUUkxPQpwIrVgN1jmkiV1rjyAiLDHw22aWV1vd62uFdVq8PxPiu0iMC0Fr8Ejwtldt/MXWMkl0iFOo9lCleXRlET29gMrmL+5mHQ6H45rT6wJxpmulCWblJemH57ZpsAc1OY136xGqcvPM60cRIW07QBwV/3CpeL51Qvb8Q+vgx0FE2GlZ8cP6DmzVjxZ/FHNt54eiXb+7RkOH49PGiSEcnwyjsOrsvUYpL9Qaaug1j5uLDrC1K5fSpZIam1l6ojmfiLXpTE9qI3HYJYVaE95tZ1nezZJK9+svZlMeVVrMFobstpgUvfYCvfwUlYTd1w5ymOlb6K0PKEkQk+59H1QagQ4wi4/OrEodivb2ozCGPIdW1gHC16Dd5MzhcDgQkyKtAXkEjkth0DwqNVw7N4hqXXi1BisDmngUcKMMd+eglHdjtcPhGC8GRURcpFhLxAoU4sS65nSe2lP2/83IxkPMTZ1trdsnuEC4u/2PqDRiV+cpoPCVAs+3sYhhg/TlD7aTfkzEa4cKCcVA3LKNB2d+HljZ9XmyniPsicSoTNhIjMnMOO+iXA+0Bi+po7dWkOoKUl0llUPe92x+P/6iNI/ynFLF4YDLH+fGmcuKp7psTvu6pV2Xl2OMtSICu1UkCVF+FibL3c2OUYv0w6+Y5d8G1snV9ALezYeo0tyZvydXIgZD67YbcnBmAUQrlj3xw8YuREeYdmT9ffFDZRKywfHfbxErso1SG1M9NfFp/A45HJ8STgzh+CQYhVVn7zWMAAJKCUoNv+ZRuegb/iJPnpy/jeggwliOnEj0kSZWCHHY4v2EbO0KT9cCakkOoXuilPMNDyohS8V4sI5ABLXxGu/DL6ioe9NMPCtyMPP3QXtIedGKJVo7doKqNDJRxiw+QqbmR/Z69vB88LODI1LaBJ6LwXA4HI5eRExbCDGuK/xPi945EMBkzooCKsWrP34ZEVZr8HINagP0N76G2xX4bBYmXJaow+EYQ9KND/vrzZ6ICK+ydCH3UK1bi+LsAP23UpAJ7PFqnVM7NAwSXBSiDfJpjcTLIqJoxTDpCaBQSiFBFlOvIdsbh7pRXRTGCM14iOFDElkhxAh2OHZCG4mx2exei+Z8w+PZFjcmXSTGeaKV4DU30VvLyNYK0qhxWAVFFStW/DCziMpPuQ0Yh6OHcRjnxpWLiqcaN076ukXECg2TyIohjoGprpK+e4I0dmwdXGlUvoh36zEqM0H6/hlm9XV/jVwp9Nxn6JsP0YXSmV5nRwCRpmMag6GUbQLUfjsG4/QCviS10Rcd8cPuIcZJYJ2VZwr7AohC9nQCho0d4cUq7Ib7P0uTWbg3L9ei3uFwOCxXSgzxH/7Df+Dv/u7v+Nu//Vv+43/8j5d9O44rwiisOnuvkRoI224KCshn7QA87JrDctHXtrkQG9FejAit6IRWWiLtDpXR5ra/2vB4vpkjpXeyJORVi2/mImYmB+enquoHvPc/WXHDwUPaw8zfxyw8tI4Mna9PzZMW56BRRSUh4mdtNMYoCw2KtgI2M3QC2HGBCFwMhsPhcPQhItBqjFR05zg9vXMghZ0/1Brw0zv4+tbVLRDEqfBuE16vWYeLXvIZG4VxcwZ872q+xlHgafvH4XCMJ+nGB5Kf/2AtnoPhERHnTZjYJeMwjbenIBZ73mkZJLgITIgWQ6w8tLJjVJrCXjO99mz3Z3xERf0CSFIZ7KhkUttwcMzNmcOIU/h1M9sXOamUcG864u50iO8+088FbSK8nVVU1QogSKLhAgjPt7EXM+34iyB7kbfqcFwpxmWcG0cuKp5q3DjJ67Yx1RGShCcSG5rqKsmv39tmOn/f6Vl2tkh+/sPgMdvz0Qv38JbunynWaCwFEApQnn0flLYOEJ1/n5KOG8P6jo2/2Goc/S0qTeyLH8r5s7srb+wIP72z86eMv/+ztN28+vUOh8PRzZURQ/z93/89//k//2d+//vfX/atOK4Qo7Dq7L0GQCMG2oUeaRd0irnDr9mbi35RNqK9DC3AHIZJIWqMJK+0w3ZL83Q9y0Yz6Dki5HVEXoXEqfB+E6YL0v1ebq+i3/+Erm92P1IpzOxdzNKXdoE0CKWgMD36XmOl7OT4EBsw37MTK+cC4XA4HIcQNY/dqXHVkbCBJDF6snzZtzKQg3OVXHu4FmzdIxdYAcGLVZiZlCsl7muEwut1eLc5WBg6XYA7czA/4jnYVcLTdt7ie6A/0ffA4bgKiAjpyx/sBlG2sP+ZdQkREVnfLomM2DVtL2m70y57hirUIMFFrLMYpdGkGOWDgIF9qb1JQWvUsPXhBTHQlVGMdY4cQcOBCHzYCXi6niVKu9ejc/mYx3MtCplx2VG5Joigo1287WXU1gqyvQ7I8FrDxCR6etH+Pk7NorRTpTgcRzFO49y4cVl15cvmuK97tiioJD6xCKLzHOm7J1YIkcnbRXAS2ybBQbWKTA5v6T564QuU31vnPuZzGiEepwiMLscHzwohRvBz1Ihs9MVG2/1hYGTYASYyNvJitggzk5DxR/ezLGIdIeLU1jcO/ixd5XrHVUYpO893WyeO8+BKiCF2d3f5F//iX/Bf/st/4d/9u3936LlhGBKG4d7/t7e3z/v2HGPMKKw6e6+RpPuFnM410/ZkxfeOb/95ETaiBzk0l/Qw4hCS1sicypux4vlGlg87AdD9wnMqYtJr4an9J2vE1qaqmANV30K//xG9vdr1OAFk5jPSm19CdgRv1knQnnWB8AZ8I3EuEA7HQdwY7TgKiVrHyu286ogxmA/PSd/8gposk/m//l9jOUZ05ioZv38aoJT9+m5ozymdvvHlQhARqg14tQYfa/3HFbBQtiKIUn78vhcXgVZ2Lht4Z++wcVw93Bh9NZHtDWsZHuT6xpGLjogoF6w9dbXevTkBtqgfxfaccuH0zzFIcFEPKjS9EoVkk7BdqO9sMdtu0BBdnEZNVU7/xGdARGgOcmVMQrvWHsGOx3ZL8/Najmqru8Q3ERi+nG0xP3kGOw5HN8bgN9ZQtRXYWoZWHRhSLlEKNTWLnllCzyygJooXequO68GnPj6P0zg3blx0Xfm8EBGqdSt4zPp2nnDY2vjI1+0bGvWY7Y2IqdOuUXerNhrDy0DcibAaoKLPFvA++xI9dxt1ingIEdnbUziRe/N50HF+8HwrgNCjET/EqbC5u+/+0DhC/+lrK3qYLVoHiHzm/Orp201bz8j4w36Wrk6946qhVdtc5ODfyu2dOM6XKyGG+Ff/6l/xz//5P+ef/bN/dqQY4t//+3/Pv/23//aC7swx7ozCqrP3Gr21CtV2h+h8+bj2nxdhI9rhdG4Qpu0GMZru3DiFF1tZXlczGOl+0YFKKHpNAtU989MKEgOmsYP3/mf01vv+2ywtkN78BvJny2A7MV7QFkEM/hjtbCZ8yrbaDkcvbox2HIYkERKHR594xTHVjyS//QmaNuJJttdJ3z/Dv/Xocm9sAK1YrCnUkMbFjkNWNMZGHkaEjzUrgqg1+o/7HtyesXEYucynN2Z3BBC+55yrPnXcGH01kbhl123BkAL8BUZEKKV4vGTtqZuR3YTxlG0kiGIrEH+8pM5U5BwouFCKd8Xfcb/6v8iYBqmXRWsPSVOIQ5Qf4N399lKKqwPX4SaBaEhn6QmJUni+keNtrbvRQCvh3nTI3enIxRyNAJW08LdXoLoCtY+QHlKk8TPombb7Q/nGqTuEHY4On/r4PE7j3LhxkXXl82K1Zl0etpvtKGplx/nHS8PjPQa+bhG0JPgSkzUxkYEoUfQ24R0XE9ata5OYwcX0tlDA++Iv8GYWT3RtEbvGTo2teV+qC4QevfjBiFBr7Isfao3D+ysVdn5XmbTih1L+4pwJo/Tw36GrUO8YZw66PHQLHpzowXE5jL0Y4r/+1//KH//4R/7+7//+WOf/3d/9Hf/6X//rvf9vb29z+/bt87o9x5gzCqvO3mv0flZ3Ji2dLx/X/vMibERFrBVnnx3nUSQd1evZZ2TGwOtahhebWWLT/ULzQYpOWmRVwiCXKz9t8HnjCZXqa1TP1MlMzmJufYNMXmCHj1JtEUTWjuIDDgeeLfQ5S2mHox83RjuGISZFwutdwLIWrn/GrL/rPhBkUXr8puRJKjaf9JC5imnPVTInb4I5d+JUeLcBr9etvWUv+Qx8Pgc3pz894eJeBIZ2DhCOfdwYfTVRQc6uS0w6WKR9wRER8yXFd3fZ29iI2+NEuWCFEGfNLR8muNgIlggL/5R7rX+kTA3CCLRGF6fx7n57KVnyfbEYI47EeLcd8Gw9S2y616U3CjGP5lrkg3Hw2L6iiKCbNbztZSuA2N089HRVKKFmFtHTi6jijCvwO0bKpz4+j9s4N05cRF35PFmtCd+/tHEX2cBukhqxgsfvXwrf3R0siDj4un0SfBPjSTvPmvbrxnb1nxRpNUg/PMOsvBwsWvQCG8usgDRBn+DnbixiMLTXLYAYwXglItRDG3nRib44yuWikO2Ovris9XjGO/x3aJzrHeNCr+Dh4P/dfMgxbozpcGh5+/Ytf/u3f8t/+2//jVzueINLNpslm82e8505rgqjsOrsvYan2x0uZv86Xruj7iT2n+dtI2qM0IytGOHYiLFdKunZLcpFYHnH5/lGjmbSXaDJeoYHlZClYsRP76zllKf33wPfhCw2nnGj9Rua7hcgEyXSW98gUzdGMmk7FkpZAYSfGficnrYCCF+7gd7hOAw3RjsGISJIq8HI8pjGDBuJ8Yz0zS99BRW9dJ/g0f+FyozP78XBWK1iDiaz1hYyFwyYqyR2LjM1cXn320sjFF6vw7vNwUWY6YKNwpi/Ztm5h6GUnaNY94dP53U7ToYbo68maqqCLpQwO1uI9rp+vy8rImK+pJib4kSW1ye9/iDBhSkv4S8ukVObSNxCBTnUVOXCP/MGxmKMsNmg2vL4eTXHdthdmc8HKV/NtZgtuPbFU5EmeLur6FrbASJqDj9Xa1TpRtsBYgGVdd7ZjvPjUx+fx3GcGxcuIp7qvBCxjhBx0n3vnrL/b0Z2nJ8bsGYr5Q3T2Yj6bkQ2MN3mDwJxe41aPMEa1exWMe+fYdbeMrAu4WesCEJ79njURBVKMFk++tpGiFMrgrhQOrEXe+IHD9Ro7KKiRPaED+s7g5sPDhJ41vVhtu3+MDEmjoxTE1ev3nFZHHR2cLEWjqvKWIshvv/+e1ZXV/mrv/qrva+lacr/+B//g//0n/4TYRjieU6a5RjOKKw6B10jG9iMK9NWm2Z9a211EvvP87QRjVO7kXGiWksa2wX/CAo0Gw2Pp+v9BRpPW7vOO+WOXafidkV4vtIulOmEpdZzFlvP8aXbzkKyBdKbXyPTty5OBKE9K4Lw+tWyey4QLlfb4XA4zkbYGJy/eQ0wWx9JXvxpLxKjgyrO4H3xl3ilubESQsSJ7NmOgp2r3JsXfnpnCxwZf79jJ0rsGHhv/vIXwCJCtWGjMD7W+o8rYKFsRRCl/KcxZnsHxA8u/sLhuL4opfDufov8/AckbCBB1q5hzOVGRCilzjWf/HDBxeVlxqfGru33ltTGQNw8PFbhmISJ4tlGlvfbma6ve0q4Xwn5vBwNtXl2DCFs4O8so6orsL16eCdJdgI93Y6/KM2hhsRlOhyO0TKu49w4cBHxVOdFtW43oLNBf4lXKftatpv2vOnJtvAlTWztOol5VBF+bNooqsDff91xYtdA9+aPft0igtRWSd89Q6of+0/wfKBtER20HYJNYgWOno936/HQ5xARkrYLxImaFM9CR/ww4tgLsIKOrTqst90ftg/RC4J92umCdX6oTFoxwTj+HF6VesdFMSjOwv7/03j9juuPErnUZKJD2dnZ4fXr111f+5f/8l/y+PFj/s2/+Td88803R15je3ubUqlErVZjamrqvG7VMeYMzyA7vlVn7zWMANLJOTrdNUd1bwfps+M8ChHbpTICu86dUPN0Pct6ozsXUyHcLkXcn4nI+P0fOdWdhNb7V9yoPyEj3XnxEuRIl75EKncGRlOcC14AQcZOHnsPaTsZ8r1PZzLkcJwXbox2SBwi0fWLx5CwQfLiB2TjffcBP4N353foG3dQSqE8H5W7/FYdY2whaZid5caO8GLVOjl15iqTWVsYqBQvbyw0Inyswqt1m0XaS+DBrQp8Pgu54HqP2Up1x1+4OYrjrLgx+mqRbnwgffkDpl6zVXet0YXSpUVEfIpEiW1I2CMOIWmd2fjKCLytBTzfyJH0xE4uFmMezbbIDVhjOwYggmps4tfa8ReNAQrKA6jijBU/zCyi8iU3tp4SpT3UxDmqoz4xPtXx2Y1zwxl1XfkiWKkKf/+b9HXjdxCBViT8P+4k3JhMkAGiws0d4cWqsNseahUwmbNCiJlD1qgiBrP2DvP+GVKv9p+QLeDdfIC+cQfZ2SR99wRp7NgGDqVR+SLercfo8nzfQ9NUSI11WTx3lNqPvRix+EHEvq8d8cPmbnsf5BAmc/vih5nJqyXIH9d6x3nQG2txUPjg5jmO685YS5mLxWKf4KFQKFCpVI4lhHA4OozCqnPQNUp5odZQZ7L/HJWNqIjdyDiR7ZZJIWqcWabaihXPN7O83w7o9ieDhcmYB5UWhcyAWZMIauMNsx9+RkXduxjiBZiFR5j5LwbnAo4apawIws/2iS469tKBf7Umcw6HwzHOSJpcOyGEmBTz/jnp2wGRGItf4H3+NcrPDHn0xSNiBZRHiSgrRcXMpC2wRanNzLzM7o44Fd5twOv1wZac+Qx8Pgc3py8vf/QicPEXDoejg1dZQs8sItsblxoRMQgRYasubO6AKKgUYHpyPDtVT0PfOtyk1nFxUNb4CdlsevyymmMn6nZcnMzYSIyZvIvEOJIkRu98xOsIIA5rAvF8VPkGembJxl8E4+Pe5XB86ozzOHfZnHc81XmQbRvwGrGuDh2UGLTEkCbkTUJOFJIOfh0zRetCtdO069mMb6Mxhro1pAlm5SXph+fWnbIHVSijbz1Cz95EteMkVHkeVZqD3SqShCg/C5PlrucwZt8F4lxbjjvChxFHXnRoxfvRFxs79mfpMLK+jbyotKMvrnLzwbjVO0aBi7VwOPoZazGEwzFKRmHV2X+N0dh/nvXeUiO0oqNVml2MoFMlTuHlVpZX1QxGugfT6VzCo7mQcm5AgUYEVf2A9/5nVGu7+5D2MPP3MQsPbSbbeaO0fR4/06eg1coKIALnAuFwOBwjRUyKDChAXGXM1ko7EmO36+udSAw9OX05NzaE3kiMo1BKUbrkSOxGKLxeh3ebg10spgtwd46B2bLXCd9zDhAOh6MfpRSqdHkREYNYrQl/fi3UmvtrVa1sU8HvP2NsO1aPS9c6XASS0P4542ZIK1E8Xc+yvNO9Hva18KDS4nYpdpEYh9Hawasto2srsLN++GQnN4meacdfTM2iLsqN0uFwnJhxHOfGhfOOpxo15YLdbK7WIR8YfGI8E6NIQazgfWrCihsOQynF1BFrVIlapMu/YpZ/g6RfSa+mb6CXHqK8ANIIdmvIAcGDUgqK012tf2KE+LwFEArQAfiBdX4Y8bovNcLmrhU/rO/A7hF9KlpZx4eO+8Nk7nqtRceh3nESDjo8KCd4cDiOxZUTQ/z3//7fL/sWHI6xos+O8yiMabtBnL6LxAi8qWX4bSNDbLqLBYUg5dFsyFwhGThPU9tr6Pc/ouubXV8XpTCzdzFLX0KQO/W9HRvtWRcIP+g75HudKAw3eXA4HI5RI2lihRDjm9R2IqTVIHk5JBLj7u/R85+P1WL0qEiMcUNEqNZtFMbHAW7WClictlEYpfz4vM+jRh+I6XKZnQ6H4yqwWhP+v78KzfZaVbHfBbpVh//9q/B/3r+6goiudXiaWDcIOdvgagReVzP8upEl7Wk2uFmMeDgbknWRGP0Yg9pdx6sto2rL0KoPP1cp1NTsvgBionhx9+lwOBwjoLM+uiouEIMRHs9H/PgqwrRSVHuvPxWIE7vmuTd/Nhcpae6Qvn+G+fi6f3xWCj17G33rIcTRsaIwRGwERpKe81pae23n4mCk7g8i1vlgY8fGX2zVjy7JTE1Y14fZIkznQTsl5oXSiWXXqt/l4er9zjscl8+VE0M4HA6LEduFcqIJWBJB3Dr1BpQIrOz6PNvI0Yy7J2RZz3C/EnJzakiXSn0L7/2P6O3V7msCMvMZ6c0vIXsBMmbPtyKInugNpewmQ+C5yZ3D4XCcF2JSpNXgzC2TY4CNxHhG+vbJlYjEgFMIKC8RI8JKFV6vQa3Zfzzw4HYFPpu92pach9GZm9gYjOv5Gh0Ox/VERPjlvdBqWyx7B5aOGruuDGP45b1cOTefrlgMMRC1ID374LresJEY9bg7EmMqayMxyhMuEqOLuIWq2fgLtf3RClKG4Wf2xQ/lG6gBDREOh8NxFVitCU8+2E1tEbtemJqAx0tXQ1woaQJJhCQxszn4/U3hxap1JUiwwsmpCSuEmCme7vWY7Q3S90+RjQ/9Bz0ffeMu3s0HqGweU10l+fV7O477WStEMClSr5H8+j3eF3+FmZonPU8BhFLt6Avf/j1CAUQzkj3xw8aOdXg+jFzQdn5ouz9k/PH/mboOKGXnygcFD1YE4d5/h2OUODGEw3EFSVJbgDm2pmEERZrNpsfTtRy1sLs44ynh7nTInekIf9B8rbWD9/4n9Nb7vkOmtEB68xvIl059X8dC0VbVtie2B9DK5sr5LgrD4XA4zhUxBmnVuQ5CCLO1QvLbn6DVE4kxVcG795foyfKl3NcwTiWgvCTiVHi3Aa/XrT1qL/kM3JmDpenr6eCklI2/8J1DlcPhuMJU61bIJkKfUL6z5BKg1rDnXhVr79QIzcjaY5NE7UiMs81rmrHiyXqOj7vdG/SBNjyYDbk9FY/aGftqIgLNGrq6gt5eRu1uHnq6ypdQM4vomQVUseLW+g6H48qzWhO+fynECWQDO74asePo9y+F7+6OpyBCTApJjCRR35g5U7TxHjtNiBJbny1OnLw+KyLI5rIVQWxv9J8Q5PCW7qMX7+01LIgI6bsntlaeyUMnCEP7EGgkahK/eUr6cG7kERXWrTiwMRgjjGdKUmFjd9/9oREefr6vbfRFx/0hn7n42njHsSJKIeNZMcx1HrM7woeO+MFz0ZcOx4XhxBAOxxVCRIgSO0E8Nmnctuw8XZFmN9Q83ciyVu8uziiEW6WY+zNDrDqjBt6HX1Drr1E9G19mchZz82ukeM5Zf0pZEUSQ7VPWuigMh8PhuDhEBK5BNIa06iQvfkA2e7pMgizend+NXSQGnEJAeUk0QuHVOrzfHCzamJm0Ioi54vUsFvhtBwjfFUMcDsc1IExsOiMcsn8gdhMnPMna9pLoWoeniXVbPEPsJNix7lU1w2+bWUxXJIZwuxTzoBKS8cZ88D5v0gS1s4aqLaNrK6hogFVUB61RpXnrADG9iMpdoeBvh8PhOAIR6wgRJzCR2R9bPWX/34zgyYfxcVsSY/YcII6KkFJKMXXKj2wxKWb1Den7Z9Dc6T9hooh38yF6/jNUT3Mcu1UbjeFnsUIIO+aKgKDAy6BaO9CoQmH6dDd4EO1Z5wcv6GvUOy1GhFqjLX7YsSLTw2YOCijl98UPpfzlug9s7LSdQcJ9p5PJLNybFyqndAYZJzoRF3viB+3cHhyOy8SJIRyOK4IxNm/VHLerU8QWaZLoVM/XShS/bmR5tx2wp45tc6MQ82A2ZDIz4GaSEL38FL36G6pnwisTJdKbXyOlhdGrag+iFPgZ++eACGIvCsN3kw+Hw+G4UKKm7Qi5oohJMe+ekb77pW8g1ov38T7/auwiMU4loLxgRIStOrxag9Xt/uNKwWLZiiCmJq7fuN0RPzh3KofDcd3I+u1Gx3S/uN1Hu0CcHfOqlDFWVJimpr2+Pnskxmrd58lajkZP9GQpl/DVXItS7gpYOZ0XUQNdXUHVllHbq301hS4yE+iZBRt/UZpHeWP+w+RwOBynpFqH7aZ1hOgdU5WCTGCPX6bbknWASCCNz33tL0mEWX5B+uFXOzb3oKZm8W4+RM0sDl1nSRJaoYbS1lmi9wTtQRqjkvB03pZK7UdfaH8kDhAiQiPaFz9s7kJyxJQhn9mPvpiZhGBMmgI3doSf3tnojoy/73Sy3YSf3sHXt66WIKITb9H521MuhtvhGDfcSsHhuAKcOOPbJNYN4tjKiX0SAy+3srzaypBK96BdziU8mg2ZHpRXmiboj8/RH5+hevI6JVsgXfoambl1ziIIDUEGvEzX83h6P3PbbTY4HA7HxSJxaDtCrihmc5nkxZ+gVe/6+rhGYsD4u0EYEVaqVgSxPaDJM/DgdgU+m4VccL3GbU/vu1O5OYnD4biulAtQmoC1xBa2D9bdRfbHp1LenjuuxIkQJnYuQzw8EkNE2A1tQT/wbFfjoM/4RqT4ZT3X57qY8QyPZkOWip9gJIYIqr6Jqq2gq8uoZu3Q01VxxoofphdRhZIbSx0OxydBmAyOnurgKYgvwW1J0rb4IUmOdIAYyfO1GqQfnmM+vrROTT2oyhLezUfoqcrwa4iQpELabKFEkDi2teReTGqFEn72+DeoVNv9IWP/HgFRImzuWvHD+s7gKMmDBB5UDkRfTGTGb5wUsY4QcQq5oNvpJBfY1/hiFWYmZWzG+Y7LQ0fs0Pm/ah8bl/t0OBzDcWIIh2OMEbGbGclJBLVxq51derLnMgLvagG/bmaJ0m61aj5IeTgbcqOQ9BdnTIpee4lefoJKusPIJMhhFr/EzN4ZaQZaH9qztmZ+T85q2wXCc0pMh8PhuBQkTZCov1PjKmAjMf6EbC53HwiyeHd+b602x2zBa8SKJ080b7hA4kR4uwmv1xko8sxn4c4s3Jy5XmO3VvsCCNcd4nA4PgWUUnx5E3Z+te6GqdkvFpv2OjUXwJc31diNpWDX4WEMcZy2mwyGD6zVuvB2AxrxvgtGPoDbFaFcsK8tNfBiK8uLrQxyoOFAIXxWjrg/ExKMxjH7apDEqO2PNvqittJXR+jC81HlG+34iwVUJndx9+lwOBxjQtbfH0MHNfan7fHnItyWJE0giZH04tT3pl7FvHuGWX/b/5xKo2/cwbv5ADVRHPh4ESE1tmcwra6iPjxFtbbteERk6+iZHOIFnQeg0giZKEO+fPjNKdoOEG0BxBnnNcYIW+3oi40dqB2SEAX26aYLVgAxW4SpifHfmN9u2miMzIC3Syn79d3Qnle64NSrXtHD/r/H+z11OBxH48QQDseYcuKuTmMgapw4u1TE2nQ+W89Sj7srMBnP8MVMyO1S3K8+FkFtvsF7/zMqanQf8gLMwiPM/BcjU8IOxPOtCOLAc3QmTa7j0uFwOC4XMQYJG0efOGbYSIynpO+e9DgsKfTSF3iffY3qEd+NA3vdq2PoBlEPhddr8H7Lbgj1MjNpozDmitdn7FYHBBDXSdjhcDgcx2W+pPgn9+HPr4Va027gdLpaS3n4/WeK+dL4fT6mRmiFgonDI5sMqnXh+Yp1V7SCN/s6d0N4vgL3bwghAU/WcrSS7uaA6QkbiVHMfiKRGK0d6/xQW0HtrqMOm7DkJvfjL6bmUOfZWOFwOBxXgHLBbnJX6zDRbYaLCESxPee83JZsBEZkHR8vaMEpIkhtjfT9U2TrY/8JfoBe/AJv8X6fUE5ErPBB2BNBAKjtVbxXfwQTI14GMp6taUsKYR2VKSBKodIIdIBZfDRc3KA925TnBV0Rzad5nbvhfvTFVn3wmvkgk7l98cN0Afwxib44LlHa7XSSpna6pQDPs18XseedJx2xg+dEDw7HJ4ETQzgcY8apMr6TyDpCnHBCutX0eLqepdrq/ijQSrg7HXG3HOL3dqiIoKrLeO9/sirag4e0h5m/j1l4COeVna6wE00/ayeebTxtXSB8fX02UhwOh+OqIiJIWB/PnflDGB6JMYv3xV+gC+VLua/D2MsyH7O9FBFhq26jMFa3+48rBYtlK4KYmrg+4/a+AMLNRxwOh2O+pPh//g626sLmDoiCSgGmJ8fTESJKhLCVQHx05KSIdYRIzH7HLrQzohU0Es2fVnKE0i2gzHqGx3MtFiYHuC5eJ4yxoofaMrq6ggp3h5+rFGpqFj29aAUQ+cGdvQ6Hw/GpopTi8RJ8/1JoRpAJ7HiTtoUQgQ+Pl0Y7tooxVgCRxqeKYT7184rBrL/HvHuK1Kv9J2TzeDcfoG/cRbWb44aJH3oujF5+aoUQwcTewC3kUXHLCiKiBirIIRNlzOIjZGq++xodF4iexryTEsbCRjv6YmPn6HiTjG+FD534i6seJZnx7NsfpdbV8mAtoxMrqZQ9bxR0uTwcED6M41zU4XCcH04M4XAcQESQ7Q0kbqGCHGqqcqEDY9re0Dj2HFMMRC1IT5bFXo80z9azfKz3drYKN6diHlRCcn7/BpbaXkO//xFd3+x+lFKY2buYxceQmTjRvRwbpawIIsjuKW5d16XD4XCMHyICYeNCCyZnRVq7JC9+GBCJkcO7+3v03O2RzAdEhJ2mFTxmfJiatPWU0zKObhBGhJWqFUFsD7D0DDy4XYHPZq9+EaeDp+3r8p0rlcPhcPShlGJmUjEzedl3Mhwj1g0iDVu20eAY7IY2GiPwuptGjUDd5GiQseqPNgrhznTEFzMh/nU1OohDVG0FXVtGbX9EDchz38PP2NiLmUX09A3UeTVTOBwOxzVhvqT47i48+SBsNyFuR2OUC1YIMV9SXXVt/KxdbMbhwBr3oBo4IrbGnMTWDaKH3vVs8ZiRDCKC7G7R2A2JdBZ/skwxbx+3dz2VkN9+hfnw3NYTelCFMvrWQ/TsLZTSiAhJauMvUnOMNXGjimrtWEeIg/fsB4jn28gMiUlufQ0zn+2fsxeDEbRjME4+iKdG2NyFjV0rftg5IklUK+ue2HF/mMxdr3Xm1ARkPdhuvw+dKDVpi1lSA1M5e95J2Iu40G1xqnaih1EgIlTrVrST9e1njntPHVcRJ4ZwONqkGx9IX/6AqdfsBo7W6EIJ7+63eJWlc3/+KJGB+dlDSWObX3qCHZAwUfy2meVtLUB6tl/mCjEPK+Fgm876Ft77n9Db3bZkAsjMbdKlryB3TtUtpewE3t+frGpt1aFu08HhcDhGxygEgR0hhBxW/B4jJE1J3z3BvHtqBYZ7KPTSfbzPvhpZJMbmjvBiVdht7VtATkwIX3wmJ7YJH0c3iDgR3m7C63UGzmcKWfh8Dm5OXw8Boz4ggNBuLuJwOBxXliQVWq0Y2VxGxU3Ez9p88CM+2+OOxXN7T0QEWhKwm+YwdG+UVPIJX861mMyM0cA9CkSguW3FD9VlVH3zUJGnypes+GFmAVW82MYTh8PhuA7MlxRzUwzcmOyqaycxmARQe3EOB2vcXeemKWiNmiji3XqELs8PfO5B69nJHNybh5ni8M9zU12l9eoJprEDxuArTdMr8nryITvBPBK1WAhfsBC+wEi/IFGVb+Ddeogq2ftKDKRtEcRJUElo1/zaiu86Agql2utTP4A4RflZRGsrfPACK4Q4RV1kpwnrbfHDVt2KJQ9jamJf/FAuXI8186H0vLy+7Y0jXn6v4MH+fc3fs0tgtSZ7AqzO78vUBDxeYizj7hyOw3BiCIcDK4RIfv4DkkQQ5Gx126SYnS3k5z/AV39zboIIEbuhkRw3B0vERmIcs2MF7ETxdTXDi80sqXQPVFPZlEezLSr5ATfQ2sF7/zN6613fIVNaIL35DeRLx76PE6F123YssLaZykZgBP4nMCF0OByOC2ZkgsCodWWEEGbjA8mLHyAcFInxl+jC6Ma3zR3hx3dCktoOGq1sMWS7aa1Ov7t7vIXkqaK0zpl6KLxeg/dbg8UZlUkbhTFbvPoCRt12pPKdI5XD4XBceUSEMDYky6/R739CtXbsJonSSK442B77AB1HCCNg0OykE8TSEz+J4WGlyefT6fWJxDApant13wEiGmAD1UFpVHkePbOInl5E5fIXd58Oh8NxTVFKMd3Tj9ZV19YepB37QGPHNj/Yq3GbW49J3/5i68p+1mZumBSpV0l+/R7//nd9gojD1rM/vhO+uTVYEGGqq4TPvsdEMZHKgM6gVUohqXK7+j11r8RMuopH90JSUHhzt9E3H6IKJVJj9R1naQYQ3zoNp0lKJL4VJ7RVHVpBRqX4WiMTJcgVTyyAaEXCejv6YnP36DV7LrCRF7Pt6IuMf10mCkez3bRinlwAcWLjTTp4CnzfHt9pwvRkt+ODi7i4OFZrwvcvhTiBbLD/e1+tn6yO5XCMC04M4fjkERHSlz/YCWO2sD+Yej6iPSRskL78wWZXjnigTVIrhDi2uUOatN0gjjf7MwLvtwN+3cgSpt3dKRO+4eHskKzSqIn+8At6/RWK7pszkxXMzW+Q4uwxb/qEaK/tBGE7cZ31tMPhcJwvoxIEShzZa4w50twlefEnZGul+0Amh3dndJEYe88ntoMmSe1iv9PhoBXkNNQSa3U6N3X4OBen1kFqHCIxRIStuo3CWN3uP64ULJWtCKI4cbXHbq2tGNMJIBwOh+P6YIzQakaY1Td4r763+eGe3aTBpKhmFe/VH0nv/NVQQcRkFnI+bEQ5IjJ0tzAKWUJmMiGfT1+DdWzUQNdWrPvDzhpqgHX6HpmJtvhhAVWe38tzdzgcDsf50FXXzuShudNu4dZ2aBIDUQj5SaTVJH3xD3bBlsmzvzj1rQVv1CR99wRVmtsbuw5dzwbQiuHFqrQ3rbtjOJK3T0jjmFBNoLz2MQGFYYKIfNotqEvxWMnepTZ1n2/u54mNIglH9Ebly8SZItSrGOWhtAJl9RBpCkZiomIFXbpxLCFEktroi477Q/2I+/S0jb7oiB8K2WswPzglUdtdK+O3y0/SdttS9n0C+3PleYp89tN8jy4bEesIEScwcSBZxlP2/83oeHUsh2OccKsSxyfFoIwj2d6wnbBBru/DWymFBFlMvYZsb6BKoxEA2C4Ua615zAecyA1CBNYaPs/Ws+xGXtexQBu+mIn4rBTtWXrukYTo5afo1d9QPYILmSiR3vwaKS2cWB17LDy/7QThWxcIz06I3MaDw+FwnB+jEgRKEiOHdQaOARcZiXGQnSbstuxCv9fqUSnbiLPdtOr63g4fsPmi4ZhEYhgjrNSsCGJ7wLc78OCzCnw2C9ng6o7fXlv84GvQbh7icDgc14ooiokaLSRJ8JafWCFEMHGgymvnQCpuopefkhbn+ta/IvB+O8NakiXpicTIEJOlSUYLn8+OrkAsIuyGtoYQeFaMcW7FZxFUfQtVW0ZXl1HN2qGnq+KMdX6YWUAVyq4o7nA4HBfIwbo2YsCkVggBdqcfZb+WJrYBLQohe0AIsYcCP4M0dmC3CsVp4PD1LMo6+O627HlTBw2AdquYxg6xyqAAz8RkTAuP/mJ4pLKsTnzB2sQ9WmRIE+uwUMyN4A1qI8CrzENuNf6BrDRJJEuKh8bgE5HoLC+zv+PhgJcJYETYbuyLH6p1OKpPoZS3Domzk1AqfNoxDgedHYpZ+zfYdXcviTUrJet2Li+Nat3WfLJB/zbQcepYDsc44j5SHJ8MwzKOvs43KRhjKwqD0B7EIRK3RnIfJ3aDMG03CHO8XZBaS/N0Pcdms8eiUwmflyPuTYf9LzVN0B+foz8+Q/XYm0u2QLr0NTJza/QiCIWNwfCzoD3nAuFwOBwXzCgEgZImSNi4iNs9FSKCbC6TvPgT9NynKs3h3fuLkUZi9BIltkgybE/dUxCLFWoe5MTCyXMkSoS3G/Bmvf8+wXa13JmDpemrK2LsiB/cHMThcIySQWJ89xlzOZg0JWq0iKPYfqFRRbV2rCPEgCqveBkbndGoQmF671Ctpfl5LUet1RuJkTJBi4xOyAdwuwLlwmi+19W6HYcb8X4twz6HjOw5SGNU7aN1gKit2Gz1YXg+qnxj3wEiM8LdKofD4XCcCIlbtmbsa0jjtvBf94xtsj+AAIO3+7E18CRCknDvjOOsZxP6YyEkCcGkeAKBNPqiMAAMinf+Pd4Xv8HzbLFaCyQy+nXwbggfWSAs/hNuNp+QT7fxSBA09WCG1/nfscYSC00rYgBohML6Dmy0BRDJEaX5fKYdfVG0LhCB92nO+ToOD1q3/+6JtZidglLezpG9nh9VEYhiO2cuFy7h5h2AXbt03DoGMayO5XCMM04M4fgkOCzj6OfdLN+h0Sa17gS9mBS0RgVnW+Cfyg0iCSE+nh9YI1Y8W8+xstvb1SrcLMbcr4RMBD0KDJOi116il5/0FTskyGEWH2Nm79JvIXFGlLIiiCCL0tq5QDgcDsclsVc4OYUgUNquRRKPbzTGoZEYd79Fz946902pjG9LTWbIQjJt16QOdj2cWDh5TtRD4fUavN8a7ExRmbQiiNni1dvcU6rbAeKq3b/D4Rh/honxHy+5fN1RcpTgRERIwxZhI7T54G1UEtoNI50ZfGHtWYFAEiJAlCqerWd5t33AIxzbdHBvOmQuH5Ka0bs2VOvC8xW7ARN4dmluxG7qPF+BBwtnEES0dtDVFVRtGbW7jjps4pEroKcX0ZVF1NQcatQ1AofD4XCcGBEDyrPDUtoW+w0UOig7EdlrtBvyed92lVB+du9Lx1rPts/bu68kxmyuoNKIQdX0BI8YW7/+mPkM2K9HmPacaViJ4sQoDX5AK/ZpaI80U2Rz4nMmkw0CExLrLLt+BUFhYvhYg7cbwsaujQI4jMBrR18U7dr4U4x06KyrO6IH7xhra6UUj5fg+5dCM7IuA56yP0tRbN1GHi8pt0a/RLJ++yND7Peml0F1LIdj3HE/ro5rz1EZR1thhR1VohRvIrrQVzghDtHFadRU5dT3kBqhFdFVfDkUk7bdII5WTkSp4rfNDG+qGaRnwlvJJzyabTGV7dnBEEFtvsF7/zMq6u6SFS/ALDzCzH8xWBxyFpSyLhB+Bs9TzgXC4XA4LhkV5NpV9ZMJAkUEwgaSjqcMXNKkHYnxrDsSQyn00gO821+eSyTGIIoTMJmzFoK57v0T2/WQ7Hc9GCOECSSX6AYhImzWbRTG2nb/caVgqWxFEMWJqzV+K7Xv/nCcIo3D4XCclsPE+N+/FL676wQRo+AwwcnclEAcEbVCorh/IS5+1m6QHDYHUhrjZXlbDXi+kSU23QKAhcmYR7OtdtPB6L+fItYRIjH7RWmwtQytrADk7YbtrjzWmGaMFT3UVmz8Rbh7yMkKNVWx7g8zizBRdOOmw+FwjAEiBpIE0tiux7MTqIki0onK0J51GRZthyYxoP12o0MEfmCPk6F77BJIIlShBJPlva8etp5FIE7s2FucwMZsfniOWXkJadJ7Kik+kc6RikdGmuzqMg2vzITXeW22iXAya/+cmk4TnhfsjfGZQPY3d7ViN5hFxIr+k/Ya3Ai8WD38suVO9EXRvu5PYWxUquPuYL/9+gTCh2HMlxTf3WVvHhe353HlghVCuHny5VIu2J/var17Pw2ce4fj6uLEEI5rz5EZRxnFr+nv+Mvwf6HDBhJk2xPHFOIQ5Qd4d7899eAeJdYR4tgkIcStI4PHUgOvqxlebGVJTPe9FbMpjyotZgs9uykiqOoy3oefUM3uHQ7RHmb+PmbhIfhDumNOi/bAz6D8gMBX7Y4WN6lxOByOy0ZNVdCFEmZny+ZjH0MQKCLQqiPHEOxdNDYS4wPJix8GRmL4X/wlKj91ofeklOLePPz4zro9BP5+10MrhSADjxatKKLXWvQiMUZYrloRxM6AZLDAg89m4bMKZIOrM4YfFED4n6hNqcPhuFiOEuM3I1v4nZv6NAro58VQwcmu4c+/RXy7FFHIDnY2AiBfRnJFVLOKaK+vyqvSiM2JO/y4eYvtsLs9tZBJ+WquRSV/vnOh3dBGYwTe4FpG4Nnju+EhuepxiNpesQ4Q2yt9sZhd+BkbezGziJ6+gRp1XcDhcDgcp2JPAJFEfetwpRTercckv35v68l+AFEKmP3ash9AZI/phXuYlRe2Cc/P7NfAkwg8H+/W4675yWHr2Tix66z7xW3S588xa2/67A0FMGha5BAdoEnJSpNYBbzOPsTzFSJ2DI9Tu3a7XTnlHEmBeBm24yxRosh4MDVhBYNTE1DI2D0CT7dFEMdIpJ7M2uiLShFmCtdzTdkRO+xHWhwUQJzf650vKeamcJFyY4hz73BcR5wYwnHtOU7G0WawRGPxr5la+7PNTo9D0BpdnMa7+y1eZenEz2vEukEMLb70IsZORI/oshWBDzu2M6WVdHem5HzDw0rIYjHuL5bsrKHf/Yiub3ZfTynM7F3M4mPITBzzZo+JF1gXiMAn8J0NtcPhcIwbSim8u98iP/8BOa4gMGqOpxCiudOOxPjYfSAzgXf39xcSiTGMmaLim1vwYlXYbdlMVYVV2t+5BYWcujQhRJTYrtM364PzHgtZ6wKxNH114qw6Vp2Bc4BwOByXwJFi/MAer9ZhevJy7vGqM0hwosSQkZC8F9GK4PkyfHP7kDFAKcziI7xXf0TFTcTb3xCKUs0v2b/mnb4LB9IkPS3cnwn5vBwNrS+Mkjht1zKGJFJoZTdyuqI4RaC5ja4to6orqPrG4Z4V+ak99wdVrLgx0+FwOMYEEbHRF0l8pCOjLs/j3/+O9N0TpLFj3RBMe9WpraBPFUp4tx6jy/OYyen9c5PIRmMcON7LwPWsCIt6nc+jZ/jPPtJb/hYvwMzdQ/JlzMeXBM0dMC2M0uz6ZT7mH5IE82CsdkMpKzy4XeHk8U8K8DJstDK8+KDZDfcdo/IBTE/aRsWdlh03DxNBZHwbeTHbFkDkrlAjwHHQys4rThJrcZ4opdx8eExx7h2O64YTQziuPcfNOPIqSwSfLSHbG0jcQgU51NTpigFxInsijGORxlYIccgDRGC94fFsPcdO1N2Z4mvhi5mQz0oRXm+hpL6F9/4n9Hb35pAAMnObdOkryI1w1tGxIvOzBIG2iuErsnnicDgcnyJeZQm++hvSlz8cKgiUNLGFmOQkdkfnj6QJ6dsnmPdDIjE++wo16tinUzBTtIv8naZ1gAg8ITcBSbsT5qLZbQmv1+H95uAYr8qkFUHMFq+GmMBFYDgcjnHhOGL8WAYL0K4DInLuHX4HBScag5+28CQGse+9fxzHBECm5knv/BV6+SmqtYNJE14Fj3iW/R2J6o7TWipGPJwNyfkXN2h3HCGG1TL2ctVViqqto6rL6NpKXxTmQURpVGkOPbOIN7OIyjl/Y4fD4RgXTiKA6EWX51GlOditIkkIXsaKBJII5Wdhsrw3Hvee23t8EJ31bG03xWx+YGL9GV6z2v8aMnnMjfuY2Tu2Pgyo6ZtQ36LVjIh1BvJlvsjZ59oNragv8KwY4sRzBj8DQZaNXcVP7+1a2/fsGJmksBXD1vBhEbDPfaNknRCLueuzluw0CXRED26d7Dgpzr3DcZ24/Mqww3HOlAswlRPS7Q0mvZBEZ6kHFVCqL+NIKYUqzQ69logcKpY4cda3CMRNOGJjabulebqeY6PZ/SurlPBZKeKLmYiM11OUae3gvf8ZvfWu73qmtEB682vIl495o8dAKfCzqCBjozB80G5gdDgcjiuBV1lCzyx2jXEUZ2zEaBIhcQjmuFZHF4OIIBsfSF4OisSYx//iLy48EuMolFJM5SFJhSiGZHsLxRYS5GCy0t9CPGJEhM1dG4WxttN/XCtYnIY7s1CcGP8x3DsgfnDCS4fDMS4cV4yfvYbVmNWa7HWPdToypybg8RIj7R7rCE4CiciYFlYFsS/uG+iYMASZmictzrGx1eSX6jS7aXdIeTGT8tV8i+mJi3fFmszajtbdcN+2uoOfNCmHK8yny5R+WUPJ8PuTIIeaXsDrxF+MgUjU4XA4PmW6hIOeUMrFqDQ5sQCiF6UUFKcPdwQ6wblihLQ9vpo4QdZeM/HxOSqs9587USJdeIhM3+q3NFIKJmfITUKvRvEw0eKhaA8yE4jSbDfhp3c2ikw4Ov6imIPihHVBnC7YP1d9c1drO+/UY+L44Lg+OPcOx3XBrYAc1x6zucxfbf9AslNDiUGUpumXeF34Hat66dgZR+nGh/2uWWNs12yhhHf3W/TM4smzvtOk7QYxfIbWjBXPN7J82OnP6lwsxjyotMgHPSKIqIn+8At6/RWK7mNmsoK5+Q1SHC74ODHaAz+LDnwyvsL33GTL4XA4riIdQaAYA3GINHe4BMOCYyHNHZLf/oRUxy8S4zCkLZo01VXbhRru2GqN1shECXP798j0yaO5jsIYYblqRRA7rf7jGd/akX5WgeyY24D63r4DxDh+jx0Oh6NcsAKAan0/wqFDrxj/OrFaE75/aaMrsoEtxBux78P3L4Xv7o5GECEihFFKkDRRJkE0NiP8wKRlzzHBG3qZPVqx4sn6BCu7pa6v+1p4UGlxuxRfSCTGIJRS3K4Iz1cgjIVptpiOVyhHy0ymtUMfK4Vp1Mwi/swi6ohuX4fD4XBcHKs14cn7lHojwTMxHgnFHNybV8wUL/ez2nTED8bGPosAcYhe/Q299hs6ifofU5zHLDxEpubPXdwPgFK0yLHeCNj4CBu7R9fjlX0Y9+btunfc17zD6ERcKLUvktR7/76ar8nhcDguCieGcFxr0o0PJD//AT+JUNksrcRDTEo+3uRh7X+Rnf2n3Lx788iiTOc6kkQQ5GxVxaSYnS3MT38gffDXmPIxNy9EIAmtDfkQ4hR+28zyupZBpPveZiYSHs22KOV6RBRJhF55iv74K6pHYCETJdKbXyOlhdFNTL0A/AxBxndRGA6Hw3FNkCRGjohtukxsJMYv7UiMA/eoFPrmQ7zbX45lt6OIEKcQJ6C2V/Fe/RFMjPhZO56aFFXfxHv+P0kf/PXIBBFRIrzdgDfrg+3YJ7M2CmNxerzH8Y4DROAEEA6H4wqglOLxkhUANCPIBLZTL20LIY4rxr9KiFhHiDjpFoB4yv6/Gdm84bmps32Or1YNz9+HtBohpEIzsc8R+HacsPdi19OTWftnGEbg1VaG3zazpD1r7ltTEQ8rIZkLjMQYSBozHa3yV+YD3s5HAhleQxDtQ2m+LYBYQGcnLvBGHQ6Hw3EUYgxrWxE/vooxSULBB+3b8Wi7CT++E765xYUIIsSIdXvA9uh1BBBdtHbRH5+jN16jTLf7kKCQmVukCw9H6zo8hMTAZtNno5Vhve5THz4c7uFr8NpCegVEKZQK4y+EUAdEDgrn9OBwOByjYvyqxQ7HiBAR0pc/WAFDtoCvFJOBkKY+RjwycYOvkn8kM3XzRNfZm3h4HqImkLCBevNnKC0eLTQwqXWDMIMtLFMDb2oZXmxmiU33tSYzKY9mQ2bzSffTpAl69Vf0yjNU2h23IdkC6dJXyMzt0YggFOBl0JksQaDdpoTD4XBcIyQKkXiAbcAYYCMx3rcjMZpdx1R5Hv/e+EVidEhTIUra1t0i6OWnVggRTIBqt3V4PqI9VNRAv/0zafkYc4pD2G0Jr9fh/ea+ZfhBZovw+az9e1zHca32BRB6jIUaDofDMYj5kuK7u+xFRsRtp4JywQohRhkZcVa6rLpPmQNcrduNnGzQP3wpZQUh20173kltdkWE6q5hbTPk7WqEGCHjg/KhFdsNnDS2tttKWSGEr23n57DXsVb3+GUtRyPuto6YyqZ8Nd+k3Nt4cJG0dtG1ZVR1BbW7hhIZWriTTB6ZXkTPLBKUZ9FjKAh1OByOTxUxxtZ/0wRMgklTXr0XTAK5ADr5FFrZ/7dieLEqTE+Obo3WK3ow7ciLw3ofVH3T1pi33vdFaIj2MLN3MDceQPb8LK5EoBZqNho+6w2fatNDjgj/UMqO/4HXEQ7sH0tNez5yDMeoi6Lj8tBxduj8exzW56OYGzocDse44VZKjmuLbG/YSIsgd2DAVngeeChE5ZBGDdneQJWGx0YMuo6IIGKVsPhZVLMGuxtwWPxEEkLcYpDnuAgs7/g828jRSrpz1bK+4cFMyM2puLuwZAx6/SX6wy+opFsSK0EOs/gYM3u3P6ftNCgFfgY/myET6LHuHnU4HA7HyZA0sbEYZ8wnPS+ksUPy4h+Q6mr3gewE/t1vUZWbY7kwF7EiiOSg/rFRRbV2EC8zcLdIjjunGPJ8m7s2CmNtp/+4VrA0bUUQxYnxe7+gPd3wOgWs8bxHh8PhOC7zJcXcFGNdTF6tyZ5gQ9qCjakJeLx0skiLMLGPH/bR7SkrCBnkUnTo/VVTfn0X0mhExLEgtPeOFATabh51BIdhDL5v3SBuV6Bc6L+ZRqx4spZjtR50fT3QhoezIbd619wXgTGo3Q1UbdmKIFq7Q08VFDJZgfICOldA+x5+dgJcDIbD4XBcKiLSFj2kYFLEpH2Kg50m7LZsRGHfvn7b5Wi3Zc+byp/8+Y05wunh8AugaivWCWJnrf+wn8XM38fM3wO/P8p5FDRitSd+2Gz4fU2CvUxkoDJpBf4zBfjhjRVe9gohROxcYWrC/rkMtLZzIU+Pl+hhEKOaGzocDse44cQQjmuLxC078xsWFKo9u/lzRBds13VE7MTy4HxWe5BEqLg1OFtdDEQt264ygI2Gx9P1HNth9316Wrg3HXKnHOEd1DOIoDbf4r3/CRU1up/KCzALjzDzX8AoukKURmUy+JkMmUChx3Si5nA4HI6TYYs1MRKHJ6ySXBxXORIjMTYSo7fjRiWhnRfoIQWko+YUAzBG+FCF12uwM2BKk/Hhs8p4Z6PuCyDGtyjkcDgcp0EpdWInhItitSZ8/9JGW2QDW5g3YsUb378Uvrt7/KJ31rfFciO22N9L2i6mZ485bIsY1jdCfn4VkqSCUvs9BYKNG0mUHePyWesGkRq4OwfzA6I4UgMvtzK82MpiuiIxhM9KMfcrrYvtFk1CVO0jurqM2v7Y5/B4EPEySOkGlBfRMzfwmlXk/VNkdQcRQ6w0Kl/Eu/UYXZ6/wBfhcDgcnzZiDCSxXVcPcQA+SJTYMeww4WDSPu/I52436aUCaXsMPBXG2BrzyjNUa7v/ebKTpAsPkMrndq06QuLURl+sN3w2Gj6N+PBmPt+z4oeOACKf7X4j780LP72zDhsZf39eEyV2rXlv/qLWmkK9BbGBiQBmJkGPolHxAjjp3NA5SDgcjqvE+FWQHY4RoYKclVuadLAwwKSgtT3vONdJE1I9/Doy6DppAlFjoP/YTqh5up5jvdF9TYVwuxRxfybqzigVQdWWrQii2T1BFe1Zhe7Cw9EodLWHl8ngZwMC73rl2TocDsenjC3YRDb66TBvzEtkLxLjxQ82WuoAqnyjHYlRvKS7G85hIoi9c/ysjcY4Ym4ycE7RQ5QIbzbgzfrggtlkDu7MwuL0eLoseG0LU99FbjkcDseFI2K7/uLEdlbuJUEq+/9mZCM+5gYICwZRLtiuwWq9+3r2uax4oVywf466L9uwEPLygyFJ7XjRjPrP7bhBgLXFNmK7ag/erwis1X1+WcvR7HFgLOcSvppvMZW9AFGoCLS20dUVVG3ZOkEcdvrEFKa0gJpeRJcqZLRCaYWprpL89kfbaOFn7caUSZF6jeTX7/Hvf3chgggRgd0qkoQoP+ucKRwOxyeDmBSSBNLIrq1PQMa3hhBmiJNSKvZ4pmeZeND1wZj2n7Mu5dMYvfYS/fFXVNzsO2wKM5iFh0h5aTSxy7Q31Vte2/3Bo9by6LfI2Edh5w2VIsxOWreMw5r0KkXF17eEF6uwG3a7Gtybt8dHjWpHXHja/tnYEZ4uM8BVQcbeVeGkc0PnIOFwOK4aTgzhuLaoqQq6UMLsbNkcbtWtXCQO0cVp1FTl8AsVZ5CJEuxu2nCxnsqOSkKkMAOTla6vE7cg6a/atGLF880s77cPBMS1WZiMeVBpUch0z2rVzhr63U/o+kbX10Upm9W2+CVkzu71pXwfP5MlyPpjuXHicDgcjpMh0q6WpCmYZGyjMDpIY5vkxZ8GRGLk25EYS2NZbE9SG4kxUAShAOVZEURpAcmXUPUtxAu6o6yGzSl62G0Jr9bgw9bgIthsEe7M2Y6ZcXuvdNv+1fcOL2Q5HA6H43yp1m2hPhsMTG0iE9jj1TpdzhYigmxvIHELFeRQUxWUsuL5x0u2a7AZ2c96sJ2qSWo3dh4vDRfZixiIIySOAGG7Iey2rGiuNUAIsfc4rAiRtjPFQVPIeqR5spZlrdEdiZHxDI9mQ5aK5xyJYVLUzhqquoyurfS5Oh5ElEaKc0h5ESkv4OcL5LxeYYeQvntihRCZPPth876tU0RN0ndPUKW5cx3/TXWV9N0TpLFj3a6cM4XD4bjmnEUAcZDihBWsbzdtzFNXSVjseDY1AZNZIUntWs+YM7g+DCJqoj/+il5/gRpQGzClRSuCmKycWQQhAvVYs9Hw9qIvUjn8moVsW/zQjr7wB9lNHUKlqJiZtBv0UWqHx6mJ0ayLDwofOrEX+kDtfLUm/PEVI3HcugxOMjeM09G5izkcDsdF4cQQjmuLUgrv7rfIz39AwgYS7HdOEIcoP8C7++2hE6IkFVqxglu/x3v+P1FRw3Z1tq+jkhC8DOb27/dnCiaxnaw9E+Q4hZdbWV5VMz3WnDCdS3g0F1LO9diqNap4735Eb3/suzczc5t06SvIndF3VYH2A4JcliDwxm7jxOFwOByHI8bYsSdNbVFaxG4qjKnzwyAkTUjf/Iz58LwnEkO3IzEej2UkhjFWBJGKspsRfmBFD3uobsEDYD77CzuniJtHzynaiAgbu/BqDdZ3+u9DK1iatiKIydx4jeOdzSnfG0+HCofD4fgUCdsCvsOsumOx53VINz6QvvwBU6/Zta7W6EIJ7+63eJUl5kuK7+7Cn98Itca+YE8rhkZQ7DlWtUUQHaKk/XjZ75QdNqtJBUihmIPJLCQGXmxmeVnNIAfW3Qrh83LE/ZkQ/7wiMaKmzVyvLaO2V1GH2KZLkENKC5jSIjI1jw78wyOjdqtWgOBnGRg272fs8d0qFKdH+ar2MNVVkl+/v3RnCofD4ThvziqAEBF2mnY8y/hWCKGU4t48/PhOaMVWOKix41icgOfZNV0zPoc1U3PbRmFsvkH11AlEaaTyGemNBzAxdaaniRLFRtPbi75oJYfHQwSeUCkqZotWzD+RGYVoQVHKn/kye4KHjuuDPmQtO2rHrcvguHPDViw8X+FKv1aHw/FpMn5VZYdjhHiVJfjqb/aLNnFoizbF6b2izSBEhDC2AgYAppdIH/w1+u2fUc2adXzQGinMYG7/HplesjOGJLR/DswrjcCbWobfNjLEpnsSWAhSHs2GzBWS7n2P1g7e+5/RW+/67s2UFkhvfg358pneG6UVfiaDn83gn1s1yOFwOBynQUSseM+kbR/MdF/goBSgbH62yJUSPfQiIpj1d6Qv/9wfiTHdjsSYGMNIDCPEBMR4dqdfe8funJHjzCnaGCN8qFoRxG6r/1oZHz6bhc8qkPHHq9Dg6bYLxLBNHYfD4XBcGtm2k4IRW7zuJW1PN7Idh4eNDyQ//8HGbAU5O/aZ1Low/vwH+Opv9tbWUWI/+z2v0zUJjai7U1DSxMZhDHGs0soqILr0kQwXRGgNt2bg427Ak/Vc3+bLzETCl3MtiqOOxBBB1bdQtbb7Q6N66OkmP42UFzGlBciX8TxlBYPKrs8PfaoktKLXYZnt2mtHoYWHRnCclnFxpnA4HI7zYG/9nSaQxmdygNjcEV6sWoejzrg1mYXP54RyQfFwAV6vQz0UCkmVCYnwMhlm58uU8oeLB06ECGp3Hb3yDF1b6T/sBZi5e5j5L07tNpwaG33RET9sh4fXl7USpvNCpaiZLUJxYjyimXvjLoYKE4dwWsetceK4c8Moufqv1eFwfJo4MYTj2uNVltAziwPtPAdh3SD695Zkeom0vAi7G6i4ZfO8OzbWtVVUs2Ytr/NlUApjhNfVgFfVLGHaPRnMeoYvKiG3puJuxWXURC//gl57heop9cT5Ctz+Gopzx37tIsJuaEUdgWcn376v8bNZ/GwGrUc4yXY4HA7HqegWPtg/hxZfxLZKjrMGYliW9MGvkySkK78htbXuB2fz+Pe+Rc2MWySGQjyPWAIipdlu6m7rzRNcaeicov16o0R4swFv1m2xoZfJHNyZhcXp8XJb6LhABN7gzhkRoVq3XSdZ32bAjtf32OFwOK4Wx/1c7Y23KBVnKOZgc9c69yhs4b+jkY9ie61yob0J/vIHK4TIFvbHcwDPR6KQ5MWfUNMLPPlgYzHy2e4C+UQGmqHw7F3EbBDbTf0hrydud9HmA0HqVQppRKIz7Ooy9K2SLdMFzfPqBJvN7hJXzjc8nm1xYzI5rmbxaNIYtb2Kri6jaivW2WkIoj1k6gamvIhM3YDMBJ62c4eTigWVn7XuUya1AoReTGojK/xs/30M6VA+EWPgTHGVOex7MJLvz2WgFCiFUrr9b733tYP/VsrVnRzjiRhjBV7p2eMkbZMCrO8IP7+3Y2Hg209LI1Brws/v4MGCFUR8U/qIvH+GDndQYtCRRpIiZvERMnVGhx0R1NZ7K4JobPUfDiZIb9xnu3iHmIDAAE37OSQKpnJ2vTl4PgG7kd4TP2w2vT73416KmZTKpKFS1MxMeXhjUIv2dLf44TDXh+NwGsetcaNcsHWNar3b8QHsa+vMDTP+1X+tl4GrhTgcl48TQzg+CZRSqNLsoef0uUEMvhAUZ/cKMGrrA/r1n2xnZzsvU3JF3hZ/zy+NRWLp/hXTSrg3HXJnOsI/OPdLIvTKU/THX1E9haG6N8XL3NdUgwXyW4rb2k6cj6JaF95uQKMj7FCaiXyWh7cyzE9c/sTT4XA4rjMixjo6HPxMP1i9F3tMOs4P14hhWdKqfAOpfkTq27bo1GsdrTT61kO8W+MViaE8G38RiU+cKtZ3hBersBvuG3VMZuHevLX4PP6Fu+cUALst4dUafNjatxc/yGzRRmFUJsdr4ey3BRCHddCs1qx16HZz/32bmoDHSy5P1OFwOE7DcT9XB8VbJNkSGfU7ElkiOTAN0coWsbMZeLxkuzVNbd0+NshZIUQSQdhsj+N2sJLqR3Z/e8J283F/p6AYAokIdERUF7briql8/+e+MXY9bgT0zhrf1J9iGnaTyKBp6iKvsw/Z8uwmkQIMEKscL3czHNygV0q4W464NxN2r7tPS7iLrq6gasuonbU+i/GDSCZvxQ+lBaQ4B9rbFwvqox0ghjJZRuWLSL3Wzh3pepMhiVCFEkyWux7W26GssJtc9+Zh5gTzlst2prjKHPY9AEby/TkzHeHCXsSbYl/YoPZj4NoOdVbk4L7TjquHjb+IT+z+ICLWsJG93gRM26RR2l8TEX77aOvKnS57aLskKbsJ+nYDyulH/Ff/ACZGvAzoDGJSVLOK9+qPpHf+6nSCiDRBb7xGf3yOCuv9rwEFnk8cTPKqXmK1HpCm1t3hIAoo5OBu28milSg2Gj7rDY+Nhk+UHj6wZj1DJZ8wW0ioFBXZXBZ05uSvZ0R04i603hdBjPrz66SOW+OIUorHS9bJqxlZhwdP2XuP2rEuj5eso5VScqVf60XjaiEOx3jgPpYcDiBObeHlJF22avMd3vP/afPj2pPXHcnzxHzDav1Wz9lChogCIbM5we8UQNIEvforeuUZKo27HtHSBV5mv6Kau4XWCk/sxsvzlX0l8TCqdZvflRrwA59UZ0h1wGYLvn8F390VN9g6HI5PGulUMPbUbacr6NkCiuwLH0x6LQUOx2VolvTOFlJdBeW1BSLdA66anMF/9E9QE+Pho2gFEBnwfIxAGNsxdWNH+OmdLXBlfFtIMWJtIH96B1/fOqEgAvuzuLFrozDWd/qPa2WzY+/MwWRuPMZu1e6iOUoA0WG1Jnz/0nb7ZoP9961a77ZNdzgcDsfxOO7n6qB4izRJSLc3eaD+F82Jf8qGfyCeqT0835vf/1yWuGXnNYFnr9PcbVdy2xum7XmQ//YHyhNTNAtLIAZPEjyJ0dJuDVQQ0u94JCLEqc2eBlDbq3iv/ohnYhI/Q5hmQFIKpsrD1j/wLPeXbHrzJCogUjmkp+u8lI35/UJIIXOGuZgY1O4GqrqCri2jWgMG6M6pKGSygpQWMOVFyBXb80orfvA0eIN2C06IUgrv1mM7z4qadp7SnmeRROD5VlB6YEze3BF+fCckA+YtP74Tvrl1/A33szhTfMoc9j344Y3sdY2f9fvTR2dt03FoGCRucM4Njk+A/fiLGEmSoc5EvY+RttjBGLsOHCRU72U3tA1pwYAExY4orhEJ8v6ZFUIEEwcUEz6iPVTcRC8/JS3OHTuGkThEr/2GXv0NlUT9r0cpxM+ClyFNDTRq3Gr+A2H+L1lT/aILA1RbPv/wwUf7Ps3k8OgLTwkzEwmVfEolnzCZNSg/A/5EW1x1sWhlo7r8U8RdnJbjuiqUC+d+K2divqT47i57G/dxe+O+XLBCiPmSdQe7Dq/1onC1EIdjfHBiCMcnTdruPulVwR5JHKJf/8kKIYIJWirHc/0lb/SdvslqVsVMei08zJ4KuJRL8TZeoT/80merKX6Wt7nHvNZ3yQR6T2XZqyQu5WWwZRnCu00IJSCYyJK2Ozc82vakkZ3UzE0dz0L1sEgRh8PhuCpIqw4iCJ32jf5qhkB3V1SnWIjaq/XvOToMucanzPAsaW9fHCL9bhBojXge5C55tay0FUEEGZT2SI0QxdbiFOzre7FqhRC5A12vnrL/b8XwYhVmJgePz72kRljeglfrsNvqP57x4fNZuF2BjH/547BStqDkH1MA0UHEdkHESXexxFPHm5c4HA6Ho5vjfq7OFvvjLUBoJj6J8shJgwfhP1INFu2G/oHu1pUqPFy045kKcnYzI02sI0RHCNFV/VYoSbnb+IFnmSkC3W+3mIqdGWQOVKEOukG0Xxx6+eneJpGnFPkA4sQnTjwC02Q2XuZDcBejelwYMeRoUpCEfAD9UQ5HkISo2kcrfqh97GtW6PoeeIEVP5QWkdINK0xo451irDwuujyPf/+7fQeuJLLzl0IJ79ZjdHl/U8vOW+wmfC5gf1rWNW8Rpo/rNnVKZ4pPmcO+B1m/Pf9TUMxx9Pen17lB6b159P7vomprHpy4wfFpIya1Y9YR8RcH3R6MOeD0cMplfpy24wOG/ApqBbmkig53bFPdAMWEeBkrwGtUoTB9+BOGu+iV5+iN16ge10UB25wgKZIp7D1XlGiM8shKk5utZ6zl5hClMHikyidVPoYDao6Bb59Qylr3h0o+YTqX7r9mz4egcOEiiM7Y648g8uI0HNdV4Sqsd+dLirkphkY6XKfXet64WojDMV44MYTjkyQ1QpTsb3AcGzG2C2N7DdXaIfbyvPAe80I/IO0pxpSSdfJ+jPHze18LtFDYfYv34894caP70l6AWXhIrfQFb5Z9fDVwXmyVxLFVHBdz+8e0Bt9T1JMMm2kGP6dB9z8+E9hOg2odpnsacAdZqOpCCe/ut3iVJRwOh+OqcuwM0Hb1w8kcTsGgLGkRiOr9Ighod6jm7LHm7uVkTCtlOxiDzN7iMzVCGEqfUHK7acfejD94fM749vh2E0p5hhLGNsbqzUZ/dyzYsf3zOVgqX04hp5fjRGAcRrVu35M+23SOnpc4HA6Ho5/jfq5ur26QOxBvAVg7bLEnRmSZTGtMpRts+7MotW/3XWvsfy6rqQq6UMLUNva6//efWPaiE5SfoRjVyLXWSSem+/bK48R2TRYn+t0g9mhUUa3+TaLAB/wMT/gdb/wv9i372xcv6JCCDjECzaR/rTwQEWjtoKvLNv5id+NQ+YTkpjDlBaS0iEzOdN2DUu3x8iwxGMdEl+dRpTk770pCO4+ZLPeN0TtNu9me8enXhSj7nu627HlTh8xb9h5yCmeKT53DvgdGaG9AamJRaK0QNNIWYhutWYsV26IpF7R7Xx2OQ+gSP5h0cOND2+0hbQ9bx3V7OAkdR4hh8QFGIJDIxiMPi43QHqQxKgmH1iRUfcs6DG+96/t4F+1hZu9givP4b/6EePuThc5rVlqxTZmqniPVAS010TOu9jPht6Mv8gkz+ZSM13N32oMgC15w6HVGxWW4PxzFcVwVrgpKqUPX5tfptZ4nrhbicIwXTgzh+KQQsSKIQZsPR5LEENtOGIlDXnn3eJb5PZHqrrJMmF2+CH9kKX7By+L/wTZ5EKEcr3Cr/hP5dLv7npTG3LiPWXgEfoa4LkcqiRNjFcedoovve3hZO+ncqoFBGFaD8ZSdpIQ978EgC1VMitnZQn7+A3z1N04Q4XA4HI6hdGVJi1iHiKjRX4zSHmQL+5nT6uIzpg/GYHQKJ0lq5wjD3KKiTqfPkJvU7U2kaIjQcqclvF6DD1uDC2+zRbg7BzPH7dA8RzoRGL539nsJk8Pft2HzEofD4XAM5rifq0lrP96ig4G9pCrBQxGRkW6nwk4OeudzWSmFd/dbzD/+fyAJ9zdMpL2jpBRksuB5+DoipyI22p2BnU7BOLFjyr15Be1rDxpv1d5cInPwdnirPuep9zWR6o5gyKqYotfEU/ZFafbXygMxKWpnDVVbsSKIqDHkRLtOl+IcUrYOEGT7Haz2u1AvduxWSkFx+tB5U5TY9+6wn5OEk9VGTuJM4YAo1SSA1hqjrNDBCh40kWgaWiHYDb0Dv6YAqLazf5i67lqHoxdJE1ujFdMnfhAjNt6Cdoql7Ds+nDeTWcgHVpCnexrcROzY5GUy6Ejb+/aGRw5Jb+SQCGr7I3rlGXpnre9h4mcx819g5u+Bn0XVVrrG0xifNTXHx8w8W/48TX3EzqsIHgkBCQ9vJCxOyeDUjgsSQXRiGn1tPzP1mH4uHuWqcJ34lF7raXG1EIdjvHBiCMcnQ2qEVnyKGHcxELVsvpzAat3n2dZd6tnuiV5GQr5InjAXvsSXGNAkOkMxXudW/SeKyUb3ZZWyat3FLyEzsff14yiJlYJCBvITno2y8PfvJevLoY9P24/PHvjtFxlkocpeZp2EDdKXP6BnFt2kxuFwOBwD2cuSTiKIIzBDVnTZiX0hBFxoxrTyM3sxGB2OEkF0yBxzfM4ceGkiwvoOvF6H9QFx41rBzRkbhzGZu7zx9WBxaRQCiINk/cPft0HzEofD4XAM57ifq36uHW9xYMNFw170lyJF0H0CA9S+jX8Hr7KEufst6dP/3Y4M65zot4UQGTAJWms+W8gS79qO+KT9dFMTVghRzEOjP858D+nMJdr3XFXT/Kh/T03PdJ3nS8ykH5HV3XONzljctbEcNa34obaM2l7tsxLven4vQKZvYkoLyNSNgRtV5xmDMUoyvn3vzZAi/KDYkuNwXGeKa8fQKL2Df/T+eUoTiBD5grQ7l7supznwu9iPmx85HMORJEKiaE/00Im4OHG9d8QopbhdEZ6v2M3NwLOfv6YthPA1zN4oI0kR1awi+kAcBVjBQxohE2XIl+3XjEFtvcVbeYZqbvc9p2QLmIWHmMrnXWvs1MtS8+ZZ04us6wWqaho5zP1BBE2KJwm+JGjsWOl7UMwOGO+UsiKIc1zDa7U/3o77mHuQo1wVrhOf0ms9Da4W4nCMF+5XzXHtERHCZIAF53FIk72u1q2mx9P1LNVWTzapJNwzv3LPPCcgoYngm4jIL3Cr/jPl+GP/ZadvYW5+bbtLGlVUs2YLP/nykUriJIVCIWBmNov2+5W35YItNlXr3XlUncdHsT2nfKCxRbY3bDTGAQvVDkopJMhi6jVkewNVmj3FG+lwOByO647kCraaGw7oslS63T3q2Y2T/Uedc8a0QmkNfgB+sJehLCK2c/QYIogOUxO222e7abOc+8bXtv331IQVYH7YsiKI3Vb/tbI+fDYLtyuQ8S+nqNPZLLIFpvO7h9PMSxwOh8MxnON+rk7NV0jelazTn/asw4PXdgQwQkZCdrwZtr3K3mM7nbOlPJTygqRpO1sjRleWSKdmYXerHZHQFkN0dnTb43l5fprv5m1EQJTYzfbJrBCl9t4OJV9GckWiZpMnwV/wVt/peoGexHwW/8pGsEimZ93a6bqdzAjFZAv9/qMVQDSqhz6lKK9tyyigA8zMbWSq2+HgKm7GFCdgMrc/bzkstuSkHMeZ4sqgtZ0f7gkZ9gUNnX+f9nt+2O+q7gghVL9Qws2PHI79WIuDzg4dwYMJsWq7MaRcUDxYsLGIjdi6FSll15G3K1AuaMziI7xXf0TFTRsL1Y4cUmlkx6HFR1ZguPYS/fFXVNzsex5TmMEsPETKS6AUItCINOsNj42Gz0ajSJr7/NB7zZldEgI8SfBIBn6mF7L23rvwAusoPMzS+JR0uT/o8YiMdDjOgquFOBzjhRNDOK4tnRzSKDmlHVocQtKiHmqebeT4uNsrPBBuJy95FP2JrE73Jq85CREMxWSr75Jb/g3k9tcUK9Oo7VX0639AtXbaG0QayRUxi4+4XZnrUhJ7yqqdWyYD2Qz3P/PRQzZPlFI8XoLvXwrNyOZPdexJo7Zd6eOl7gW9xP0Wql1oD+LQnudwOBwOxwFEBLP2lvTln6F3nPB82y2SRFZ10OlQPeeMaaU9CDLgBd3j3RnmBkop7s0LP72DVmw3dzqdPlF7vL49A79+hLcbg22nizm4MweL5csr7vheRwRxMc9/mnmJw+FwOIZz3M9VrW28hfz8ByRsIEEWtMeEn5AkIbHK8Dz7O4wo6yBgDB6GvJ/w1ayBpkEOJJYrpfBvPyb59XvbNNCJsjDJwPF8Km8Px6nQjI/3GW9QvCn9E56rErHqzlNfSl7xZfyPRAuP2d5RXV23mJjJcJU7yQpzuyvotXDwEwCCAgXi5+yGTmczRwQVN9HLTzFTc/ieam/GXB0BxEHsvAV+fGcdMofFllzF1zaUPvcG3RaB9Lg56I7IYbQbef23c/jvajawt+fmR45PlV7Bg7ngWIvzolxQlPLCbmhFeoFnBQWd32eZmie981fo5ae2JpzGtiY8UcbM3UFtf8T77f9Gpf0KQlNasCKIyVkio9nYteKH9YZPKzn8My2QkEq6SiV6Tzld5/3EI9bU8HijwIfPKu37VlgXKD87MhFER/yw/8d93jmuF64W4nCMF0rkKk8vjmZ7e5tSqUStVmNqauqyb8dxQaRGaEWDM7mPRAxETcIw5bfNLG9rgS2YHGAuH/NwNmQqXNmfvJoUJLVq3p5LbnszrBS/YXpxlnJBobZX8V79EUw8UAWc3vkrtvw53m1APVIkKkOqMxTzmsdLivnS0YPkak148kHYbtpFhFJWjTjo8aa2TvSn/7fdNBpgBSppAmlM5i/+Gdo5QzgcjhFxkWO0qdfO9fqfKqZeI/3tH5Dt9e4DWttu0XYhWuWLqPINpPrRZky3RYAqXxxpxrRqZ5aqHuckERuFEadnL6xt7AgvVq2DU2d8zfl2IbuxO/j6c1NwZxZmJi9nQ0W3O2wC//LyVU8yL3E4HJePW0ePP8f9XE03PpC+/MHOhYwVJiaZKZ54X/MhnQdJ0aT4GCYn4PGiYqY4/HPZVFdJ3z05cjwXYx0aj+vAtNX0+Hk1x07ULdAvmipfR3+kkmliFh8hU/NU68LH1ToTjRVm4mVKyTqa4U8kmTymvIhkJ/GWnyKe3xeBoQBlEjApwZd/jSpOH+/Gx5zNHeHFqrDbsukmCusYcW/+8O/z2HLQyUF3/z2umwmH/a4Cbn7kOBFXbXw2HcGD6XF4OIvgIWpaEd5VR8S6BSchkiZ4tRXU5htUzxsjSiGVz0nmHrCppllv+Gw0fLbDTt7OYJQSZoIms603zIWvKZkNlNLEmSKvMg9ZZd72J/QMnwoo5ODuHJQnlRVBBO0YqzOi2tEXNp7RfcY5Pg1cLcThGA+cM4TjQhARZHsDiVuoIIeaqpzLQlVECGO72XEq4pAkCnm9FfBic4JUuu9xKpvyaLZFJW+fQLLzpBMl9Ls/ozffoaR7Bplkp9iZ+xopLXAn11b6iaCXn1ohRDCx75Hk+da+NG7if3zK0jc3uHkjSy3MEKaKrG9tk477vs2XFHNT1oopTDj08Wqqgi50W6h2EBGIQ3RxGjVVOcm76XA4HI5riiQx6ZufMB9+gwNdo2htu0JvPkQ1dvqypOXmw3PJmFZ+xsZgDBD0RYmc3iVqAJWiYmZSqDVgfRfWtqE2IBlEK7g5A5/PwmTu4he4nUxzf0wsRk8yL3E4HA7H0Rz3c1XPLKJKc0htDYmaKO0TFEr8JfBFs0WtDqKgPAFT+aO703R5HlWaO3Q8j1M5OhKjTStRPFvP8mGn2wnC18L9yS0+z66jgi9IJ6ZQ9U30239kdus9c1F96DUFkMlZpLSAKS9CrmidAGor9mg7V11x0LJYWYFEGtvXdbzbH3tmijbP+2BsSXFiTMffjqChI3LoRFZckJPDeXHU76qbHzmuI2EsIxGiX3eUSdGrL9C15b5j4gW0Zu7xIf+Y1WiKrWWvr07dy2QmZTafUMknzEykNoZHFqExgUlCxM+i8mXuALMHnCsQO06IgqmcFc0pPzOSOIzOutS5Pzg+VVwtxOEYD5wYwnHuDOpE0YUS3t1v8SpLI3ueOLGdJ6eaaJsEE7Z4X9X8ulEgTLsnehO+4eFsi4XJZL9Ykibo1V/RK8/6rMskkye9+TUyc5vJ3oGtUUW1dqwjxIFjClBaWbVtaxeSCD1ZYrq7JnQilLKFj+OcN8hCFZNCHKL8AO/ut26Qdjgcjk8cG4nxph2J0W1BrWaW8O99i8q1Aw8HZEmPNGNa67YIIjNwfEqNFUgetyP1uKRG+LAFr9agPsCFO+vDZ7M2EzYzJNLqvNjvshnPhfVx5yUOh8PhOB6dz1URsS4NqUHE2H8b+7cYOxCqXGF/jG5TyitK+dM976Dx3BgrQDzO2GsEXlcz/LqZJTXdV1oqRjyaDcliULUIvfkGVVsZaBneQbzAih9KC0hpAfz+hbT4trNVSYrSnXLYgec2qT3u9wakX22UUnuxJZfw7KDb0RVtUcOeyGHv76srdDguh82B3PzIcR2RKx51ca6IoKof0CvP0PXNvsOJP8Fy4Uue6Uc0ohwcYoKR9QyVfEIln1LJJ+T8/TddRNhpdQQPZSbz+2tEhY1wPEhxov0P7VkRxIBGg+PQcSXsxF+M47rU4bho3FjvcFw+TgzhOFfSjQ8kP/8BSSI7kQrsBrvZ2UJ+/gN89TdnFkScabNDDBKFrNZSnqzlaCbdlpyBNnwxE/FZKdoXwhqDXn+JXn6C6slGFz+LWfoSM3t3qHJWJaEtTulMdydKpxigPQgbkAzPOT0PvMoSfPU3+8KVOLTCleL0yIUrDofD4bh6mHq1HYmx0X0gV8C/9xfomcULuQ/l+TYKY1CskwipgSQ9g0vUEMJYeLMBb9YHX7uYgztzsFi+OCeGTs5qRwThCk0Oh8Nx/RCR/U4yTyjljXUkNCkYg5jLb70VsR3AcXK88zcaHr+s5djticSYyiR8M7VKufUe9esKanf9UAGldDbQvQzp3f8DKd0Yeq7vgS6XkXwRGrX2Js/BqwskEapQgsny8V6IY59OfIX22nFp3lhHVzgcDseFY1L0+mv0x2eosN/daNcr8zzzO94HdxE8BqU/aSXMTFjhw2w+YTJjGPQxW60LbzegEe/b8ucDuF0RyoUhn8uq3aB3QkGgbq9JPbcmdTgcDscY48QQjnNDREhf/mCFENnC/mSoHQchYYP05Q/WtvMUE6UzR2IkEdXtiJ8+ZtmJeuSwCEuTIV/OR9YuzD4havMt3oef+yat4gWYhYeY+ftHKmc73Sha0u489fZ7IGliCwlB7z2dP15lCT2zeCGRJg6Hw+G4GkgSkb7+GbP8a/cB7dl88FsPUdob/OARcpgIwojtRE3OYT9opym8WoMP1cHXnpuyIoiZC7I5VGrf/cF12jgcDsf1Q0zH2SFlvZby67Jht2VQImgMkzm4N6+YKY7H53+SCnFinR6Oohkrnq7nWNkN9r6mJeGGWeGB94qp2nvU2oDsqTYCoH3EC+y6W3t2nR430SvPSKfm97oN9gSDumNIoACFuf2Y5Nfvbea8n9l3REwi8Hwb9+XG1uFobed9qiN60E704HA4HIeRhDYKY/U32yDXw7q3wG/Z37Hq36Rf2SBMZc2e+GE6lx6ZWlGtC89XIDG2J1FrO0bvhvB8BR4sDBBE+BkrhDimS4+n7bU9D7T7/Hc4HA7HFcCJIRznhmxvWIeBINe3MFZKIUEWU68h2xuo0uzxr9vuOjl1/rcxNOotnq36rOwWeg4KWRWTkRZhQ6i3oJwHVVvBe/8TqlnrPltpzPx9zOKjgTacB1EKAh/86TJJoYjUt62194FZrIhAHKKL06ipyile3NlRSp3o++FwOByO64mIYFZfk776x6MjMc6Ro5wgosTOCUaJiLC+Y6MwNnb7j2sFN2fg81mYzF2QAMJrF5xczqrD4XBcK8QYMAmkiRXGtxe5mzvCT++EJLURTFrZzYztJvz4TvjmFpcqiDhRJIaBl9UMLzazpKLImgbzyTtuxG+ZTz/gyfCBXPwsUphB7W5YEYQfdJ+gFOJlUK0dVLOKX5zG6xJAdKPL8/j3vyN99wRp7FgRhNKoQsmKPMvzJ30rrgntOIsD0RX9cRZO9OBwOBzHJqyjPz5Hr79Cme5OPkHxIfic3zK/o+Z312BzvmE2n+zFX2S84xe/RawjRGLs3GGvL9F+xBMm8HYDSnmxn+fag0zONusdwbhHMjocDofDcRhODOE4NyRu2apHMKRbVHsQh/a8YxIntuBynK6TQUStkN8+wptqDukx3MyomEmvRaAMInaCuLm8TiX+CV3vtgQXFGbuDmbxS8hMcBi6o5bVoJRGBQHeF39J+sv/QqImEmT3u1HiEOUHeHe/dRNLh8PhcFwaZrcdibHTG4kxif/FX6CnF879HlS7MDNMBHEmYeQQUiN82LIiiPqAtKqsD5/Nwu0KZPzzH6cDr1108tycwOFwOK4DImJdH9K0HXORWDHEgPNerFohRC5gL81BK/v/VgwvVoXpyYvfkBAjRKl1Y+q9592wk00Ok1l7b2t1n19WMwStKl8kv3AjeUc5XT/8OfJlTGkRKS8g+WnU9ke8+uZAF0YFKM8DE5MjRAdHvx+6PI8qzcFuFUlClJ+FyfL1X4N3oizUvqODc3ZwOByO0ZLubGE+/MrEzlsU3YvVFI83mQe8yH5DQxcB8LRQmUja7g8p+WBw9MVx2A1tNEbg9ZtMKGW/3ohhN9IUixP9AsOe850jocPhcDiuC04M4Tg3VJBre3Glg6MjTHrsOIgktZEYpxVBpEnK648JLzYDEtM9efNIKXotsnq/GyWfVnnY+Inp+GP/bU/fIr35FeSKhz5nRzHrebarQvlZCDIopfBnb6G++hvSlz9Y94w4BK3RxWm8u9/iVZZO90IdDofD4TgDNhLjJ8zyb90HtId3+zH65gVEYrTnBmpAYabjBBGPOA4jjIU36/BmY3D81tSEjcJYKIE+Z2cG3XaSClzHjcPhcFxJRMSudcXY5gAxILIff3EMdpqw24KMD/QOBe1xYrdlz5vKj/wlDKQjRIwHmDgMyibPeSn5uEqh8YG/Sd6Rk+bwa2sPmZq3AojSQl/DQSdq8mBtQakDb40xdkP/BFGTSikoTve9vVcW1XZ16IgcOo4O1iLDHnM4HA7HyDFGqFXrtKpVijuvBtaSQ5XlVeZLXmW+JNZZSrmUxXzIbD6hlEsZ1RKzs04eFqWhFTQlS8vLUvT7T9L6oADi2oyQDofD4XA4MYTj/FBTFXShhNnZQrTXVdA/bhxEkh7fenMQYoQP6xHP13xaSXeMRcYz+GmLghfvTRKz6S43G78wG77tu5aZukF66xvIlw99zqBtY620shs6fhb8oG9Dw6ssoWcWke0NJG7ZjZ+pitv4cDgcDseFc2gkRuUm/t3fn38khtKoYPCYadpdqIM2YM7CdlN4tQbL1cHiivkpK4KYLpy/MKETg+FcIBwOh+PqsCd8MKmNuTiB4OEwogQEhm6OeAoSRh8TNYw0FcIhbkwHs8knqTMdr1CMPjKdrOIx/L2QTB5TtuIHKc5Zt8Rh5MtIrohqVq0LhFLsSyEEkghVKMFk+Swvc/xRyopStQbl7QkdnLODw+H45BGBRhWVhFZAly/3WyOM8qlixUbDZ7MWk9lZ4U70C/Nmq+/cui7yW+YbNgp3mSkovs4nzEzsDDVRPisdRwgjdq5wkFT5tFSORHlWbNnG0/sNfect/Hc4HA6H47JwYgjHuaGUwrv7LfLzH5CwcaI4iDOLIERYryU8W1bsRN0iCF8LX8yEzORCnnywRabANFlqPGGu9QrdY2EW52dQt7+xBZqhr3V/E0N1ChRBdmBXa/fjFKo0e+g5juGICNW6jTTJ+lC+gM0qh8PhuG6Y3a12JMZm94GJSfx75x+JobSGIU4QSWq7UHutuM+CiLC2A6/XYGO3/7in4eY0fD4Hhez5jikdq9LAB+3GL4fD4Rg75ICzA52Ii1M4PZyUjG+3+o0MFkSkYo9nzrmiMywSY/94yubyJreaK8wmK+TT7eHXAmSygpQWMeUFyE0de6NKaYW++Qhe/RHiFviZ/dpCEoHn4916fD3Wgr0ODwf+du4ODofD0Y/aXkUvP0W1duy4rDSSK2IWHyFT8yN5jiiFzYbPesNno+ETxSmfR8/4JvyJCan3nV/VM6xPPkLP3+bzguHLYEAG4zkwmYV8YOMytDUqRtDEOkeiAsLYuh7OTO5HMl6LsdPhcDgcjiNwYgjHueJVluAEcRCpsXEYpxVBAGzvxjxdtgrdgyglfF6KuDcTkvFsLavoRUzvPONm+Bse3RWeup5ipfg1t79YGOov1ieC8HwrghgUC+IYKas14ckHYbu5b8U6NQGPl2C+5CbyDofDcRSHR2J8ib754FwjMYaJIERsRnqUWtfrUZEa4f0mvF6H+oBaVNaHz2fhVgUy/vmOI552xSeHw+EYB+SgyKEjbjAp0vn/JVGcgMkcbDchF9AdlSHWKWlqwp53HogIiYEoHnAwiVC1j+jaMtRWeJQOOskSk2EzWCA/P09ubgH87InuQyvwfdutqmZvYPzvSN89QRo7VgShNKpQwrv1GF0ezYbXRaG0toIO7bXFDl5bCOHmBQ6Hw3Fc1PYq3qs/gokRLwM6AyZFNat4r/5IeuevTiWIMALVprcnfqiFGlBkTYO70Z/5PHxKhqjvcbteCeNPMJVsMiW/kZYWz82hYhBKKW5XrGNTmID2A0JypEZjUiui/PoW5LOfhrjONdE5HA6Ho4PbsXWMDBEZGPlwnDgII1YEcZbOz2Yz4fmK8GG7/8d6sRjxoBKSD9quD2mCt/orv9t8hjbdxZuWzvMq+xWb2ds8WFQ27qIH1c5p9bUTQVwGqzXh+5dCnEA2sEUyI1Ctw/cvhe/uOkGEw+FwDENEMB9f2UiMpLuAYyMxvkXlzjGAXNs4DOV3OzcZ084iTwfbcJ+WViy8WYe3G/bavUxN2CiMhdL52oIqZecNge/yVx0Oh+OikC6hwwFnB2Os4GGUA84IUUpxbx5+fCe04vbYoawjRJxYMd29+fPZOE/bLo2m89aIQGsHXVtGVVdQuxsohr9vO7rER/8WtcwCUVAkEc3DKcidQGjYEQ16PR7fujyPKs3BbhVJQhtJOVke342NjrhB6X3BQ1sEMbb37HA4HFcFEfTyUyuECCb2RQeeb+Oa4yZ6+Slpce5IQYII7EaajYbPRsNjs+mTyv5jJtMq98IfuRX/1hcBJYDxsqggQ14roAVkrFNFowqF6ZG+7KMoFxQPFuHp2gTVKNgbsbWCTPDpiAFcE53D4XA4DuJ2bh0jId34sO/+YIx1fyiU9twfhsVBiNiNj+hA/qiInahEKWQ8O1E5bKIWxym/raS83vIR6T5vZiLh0WyLUja12XH1JmpnA73xGpV0t4VGKsub3GM+Zu8ykdE8qNgJ5EG06mxiOBHEZSFiJ7NxAhOZA2sdZf/fjODJB2Fu6tOZ4Dscjk8TETnxZsDwSIxiOxLjxvndsFKoTG5PBNERUSZhk9TLkUxURto1s90UXq3BcnXwXtf8lBVBTJ9zd4jv7WewunHJ4XA4zoc9JwdjQKy1kJgRq+sumJmi4ptb8OKjQepVfBOR6AwThTL3bmhmiqMdUzqixCTFdtXurKNqy+jqMipqDH8cmg1/gY/+bT76t0j8CYpeC18ZMNbUIvBgp2WvH3jWxnvQmNhxTTpMnKiUguI0YzOiKm1dHjqRFm2nBzXEXdLh+JQY1jTlcIyERhXV2rGOEL0/V0oh3uGChDBRbDT23R/CtP9zezr5yP3wH1lI3vYdEwA/g/i5/s987UEa02qENJBDx75R42cCPLKE6D03Y63teNwIP40mMtdE53A4HI5e3A6u48ykGx9Ifv4DkkQQ5Owsy6SYnS3k5z/AV3/TF4cBEKdCFB/oOAE2doQXqzbbrKPanMzCvXmh0lPsSVPhzWrMi3Wf2HRbbE9mUh7NhszmE/TOKvrVE1SzCmncVzQRzye98ZDd8n2K4jMzYILa25mi/MCKIM7RPtwxmGrd2sVmg4FrHTKBPV6tw/Tk5dyjw+FwnDemurpvE93ORVX54lCbaIkj0tc/YlZedB/QHt5nX6KXHp5f0V4pVJAFP7M3tsbr70lf/Blp7IsovYkS5vbvken+OcNxERHWduDVGmzu9h/3NNychs/noJA9v+KHi8FwOByO0bHn7tD1t1wJh4ezUk7X+H3zCeZADrrWRfz0MTCaWAgxQpRC0mqhait41WXU9keUGW7bGOkcK95tPga3WPNvkqoAjaHoNZlUDZtRLtaRKefDy1Voxvtr/HwAtytCuaD6oifHE9WOtdAHYi2sAGJ879nhuFyOappyOM6KSkI7NurM4BPaggSVhAg2knnrQPTFTjSkpivCQvKGL8J/ZCZd6zscqRxJ+SYTO+8Rzx8YrZwmKWI0v25m2K31j32jpONA6HkKLzeB8gN+fSKkBgrZ7tqpp69/E5lronM4HA7HIJwYwnEmRIT05Q9WCJEt7E8i2pZkEjZIX/6AnlncO5YaG4mR9kSwbuwIP72zBZOMv6/a3G7CT+/g61tWECEiLG8anq1AK+kWQWQ9w4NKyM2pGKVA1T7ivfx7m2vaY+UpgEzfIv38L8HPUBzw+no7U6wIYoDi13FhhG0XkWHNQp6CWOx5DofDcR0x1VWSX7+HNLbZ29qKEKVeI/n1e/z73+0JIg6LxNCzt/Du/h6VPadIjB4RhIgQJUKy/gH19H9CGiF+1g60JkXVN/Ge/0/SB399YkFEaoT3m/Bq3Xa79JIN4PNZuD0DwQlsuk9Cxz3K90C7oorD4XCcGBEDaQrG/hHTjrT4RDk43usD4z2N/vH+VNdPDfFOFbO5gqouEzS2Dj8fzXrmFs+C37Hl7VuOK4QJWgSEdFbnqbHreq0gTEGS/c5UI7b54fkKfHlLmJ86W9zHaZyyhqIUqifOwrk8OBwn57RNUw7HSRA/a8VpJoUBjr1iUrb1DB+bc2zs5NlqeRgZPj5oSXggz/m8+RPZZKfv+K6e4k3wgI/+bQKj+CfZHYKwimivS3GQJoLExDPG3QAAbk5JREFUEbtemZZfJtMz9j1YOLsgoiMk9FR7uMpkbb1aKbZ25ZNuInNNdA6Hw+EYhBNDOM6EbG9YlXd7wnUQpRQSZDH1mrXFK1YIk7btZu91xDpCxCnkgm7VZi6AVgwvVkFMwrNlxXbYXYzwtHBvOuROOcJrH1I7a3gv/jcqjbufC8DL2H8lEXjdgopBnSnK8yGTc04QY0DWt98jI/bno5e03W2UdZ9uDofjGiIipO+eWCFEJg8dvyPt22ypqEn67gmqNId0IjF2ezY3Jor4X/wFunx+kRgqyFoHJaVIjRDFYsd/EbzXf7ZCiEy+P9c1aqDf/pm0vHisyIxWLLxZh7cbdg7Ry9SEjcJYKJ+fQKEzZ/AHDUoOh8Ph2Hdu6P1DJ9bCIEaA6+nucBpOMt6fZONf0oR06yPpxjJUV1Bxi2ErXIE9m/Hl4C4/BX9JqHJd58wVYh7Ptohjw9sNaMSQGDuEF7JWFNGK99dwAH67g7UVw9t1G1t1Wk7qlNWFUnZ9r33wrPhBKSd6cDjOymmaphyOU5EvI7kiqrkvSGiSY13N2z/+HJHKQb+uYY+cb5jP1vksekqp+gyd9Cvrt/Qsb7MP2PQW7LgoNtr5VfCQ+/E/oOKmjeroNCnEEYkK+Fh4uOcw7Km2QDCxa9dSXk7189+JX9Sd+GbtQXaiq179qTeRfeqv3+FwOByDcduFjjMhccsWsIIhJRTtQRwSNZrEQ1zLwCoyd0PrCDFItekrQ3VX+P/tdj+PQrhdirg/E5Hx28WzRhXv/U/o2kr//XoBEuTaVmlJV3bcUBFEkLV/O8aCcsFublXr3XZnYCe7UWzPKRcu7x4dDofj3Nit2oK/n4W+4CdlM0vr26RP/m/Mxvvuw9rD++wr9NKDc+twVH4GMlmU0t0iiL3730A1a+0ungG5rn4W1azB7gYUZ4c+z3ZDeLUOy9XBzujzU1YEMV04H+tLT18FS2+Hw+E4X6QnrqI7ysLsH3ecnOOM940d2K1CsT8H/SDSqmM2l0k3l5HaGkpM3xX3zs3kMaUF1O4GKmpQzS7xo/ctVV3pOi8vdR4vwfxke5DPKEp5YTe04sTAAwR+/tAZK+2rUGr/5WQC2G3BThOmTmFSdRKnLPu2tTeNPB883zU6OBznxEmaplRp+Hzf4TgSpYhuPKb67gNrao51b4ldfbjCzlPCTD5hNp8w528zufkMvfKyLxpKgDXvJm8yD9j1Z7qftn18hXkWl/6SwsYzW19OY4zS7HplViYespvpFuUpZcfERmxr4MVufeGwl2gjMA4IIDoHVCZn1989fOpNZJ/663c4HA7HYNzHvuNMqCDX9rocYEkmgqQJKE3iHT7Di9LBqk1jhDhOCY0HdG/c3JiMeVhpUci0C2ytXbwPP6M33/ZdX7SPZHK266PDgew43+8RQfiBFUG4AsnYoZTi8RJ8/1JoRraI5ik7mY1ia1H+eOlsVqsOh8MxrsheLuqA8UkE0gTiVp8Q4rwjMZSfgcAKHOIU4lQwA5zNVUdE6R8iokwiVNzq6w8WEda2bRTG5m7/Qz0NN6etCCKfHf0YsBeDoffjsxwOh+O6I8bYNd2e2MEKH/bcHhznwqHjPeyNl5KEfcIGEUF2NjCby5jNZWhs7x3rOxeQQgUpL2LKC5CbgkYVU93gSe6f8sa71yVe1JJwP3nCF/HPiPo/gX0hhlKqa2Nnsy6ItE0XDoggOngKEiA6RWfm8ZwznqIrN21jg+e5tb3DcUEct2lK4tbF3pjjWiAi1JqKjZ0M63Wfausekv3isEdQyqXM5lMq+YRyLkU3q3grz1Cb7/ojlZWmWfr8/9/ev8fGld/3/f/z8zmXmeGQHF4kSuTqRu1F8t4UZ5M4m/32m7YO2qZF0DQFmhYBGrdG3MLrwK4RoE1bx0lRwGn7R+q0QS8okLR/JEHS1smvQdskaJ3NN+uNY6+z671KWq20klYXSqR451zOOZ/fH58ZkkMOKYoacobk6wFwtZw5M3OGh5z3OZ/P+/N+80byOAv00iJ8YcxK7udiYYT8EyOwOI1JKswmMW9NDRCHpmXioTW+glKrqoarn3+lAsT6Z1ldhbGVg76I7KC/fxERaU3JEPJQTP8wtljyff9ssNwT3C8CcphaBVccgt7hTZ8nDpqzNl3mqCUp5TRg7a/pYD7hzOEKA/n6mWN1CXvzXezdyxi3/iTWhf4kcZ0sxRhLridHEK5OgsirJ2iXGykZnhuHd2/4Pni1elbvQNEnQoyUNEklIvuTWd0XdXWCX5pAddHfvlqhj/DRjz5UT/HN98cnD6bOkiSbD+oA9epMG/d19e/L+u3qktRx4x5cuQOL1fUPyUdw8hAcG4IobP/nv9pgiMhB5pbmcJE+/3bbhvG+IUt9S4jQX+e6pEp27zZu6ibZvVu+HeQGXBDh+o+QDYzi+o80XSs7B9fn8lwo/BVqpvka+mj2IU+mb1BwixiXkCaVTRub5MJVix02WpmJrw75wFZXzmiUmzCrXigu4MrzUFnUynORXbbpoilYPt830RaWxYsAixXH3XmYnIPJeUjSFmO8q/QENYaLGcPFlOFCUq9W5DCzE9irF7BzE+se48KY7PCjZCOPUk5jKteADa5tG0PPxtZzfoyB4qCPiWWHmd64KkHmVipErHa/BAhotHAu3HfM+qAvIjvo719ERFpTMoQ8FGMMwfg53Nsv4yoLZEHO92nLUkxSgSAmO/7sfft+9xegNwczixDalEpicWt+PUOT8syRMiO9qX+6pIq9dQE78d76cmaFftKxJ7G3L2HKM75E66p9MDhMVsUUB7C9g0qC2INGSobD/T7Tt5L4wbaBHSqHLiLSNXoHMD19uIUZn0noHFSX1k962JDgxEd2rCWGCULSMEfqAmrVB1gc3DuMK5QwC1PLfV2XOYdJVpIoyzXH1bu+p2qrJIv+gq8CcXQAbJs/+xuDUXGgKhAiItIBa+N9UzaBg1oFCr2k07dxl1/HzU762zfg8n1kpaO40iiud9hPVK4xvRTw9p08s5X+ppcrujmeSl/nsLvjb6gnYrhwo8koR6XmnyIfwVLV/7vuLSQ+lvcVtvDzMNafz1gLJiCz0/7kI4xbXv85rTwX6ZhWi6YanPOfX7ZvENO/+aIpObhqiWNy3ic+3J3zcWQzoXUM9yQM19tf9ESr4mGWYSav+0oQSzPrHutyRbIjj5MNn1xO3ukNHcX6GLUDcGsuW+v/FmM/lr1abw56It8Gw5r1VQlqqd+m8bhGAkSwWeJ9PXnIhNHmP4hVDvoisoP+/kVEZD0lQ8iWOedaTjy7gVHSx78PPvg2ZmkGk1T9qs7iENnxZ3GDY1t6/oGejHvzUM6a02MNGT2mzNNHawz2GkgT7MQl7K3zmLTWvI9xD+nYk7jhE2AMWRARXPkWpraEM6GfLDEOsgSCmODk09iefiVB7FHGGAZ7O70XIiK7xxhDcOwsycVvwtK8j2drtykdJnziezC5rcwuPJgM3/oqIcTV7r/9+p0zZMefJbj4NUx10U+krEmivHfkO7lyDW7eaz2tc6QEpw7tTAKcra/uWd06S0REZLctx/v3XvVJj2Hsl6AmVf/lMpibIpubavl4Zwyu9zBu4ChZ6Sjk+zZ8rUpiuDCZ48PZ5r7jgavxePou4+4SthGRncOkVVxhAHoG1j3XXNlx7S4sVHwMz5yvlr9YhdyalZmBhaFemFuCvoLzcdda387C1BMf6v+/NibbXNH339DKc5Gu07xoahEXrZzvU6tgwohg/JzOtWVZVh9vnpyDu/M+CWEzBsdAIeVQPQGilMvWr8FLE+zdy9jb72Gq658w6xkgO3rGj1mb5jFhYwwnhh3vVn3iXiMhYvW1aRzCieH114zGGI4POy7e8uPnUb1VVFZPhAitT+jPx4bA3v+a00R5iFon/t3PQV9EdtDfv4iINFMyhGzJxIxbzqZsrP7sK8Dpw84nKJTG4JlRmJ/0fb6jvG+NsYUTjKm5jPM3HDPltQkJjrypMBhVOHkIBgoOO3EZe/Md33N89ZZhjmzsLNmh8aa+qq5/hGzkNMHNdzHJqpPfMMIe/wjh0fHt/khEREQ6IwjrpbPXJELYAHviKcJjT7T15ZxzpJmhFuTJbLzZwtOtPd/gGOnj34e95pMoSao4a7nVc4b3c08xdWv9StPA+jYYJw9BT25nWmHEIQSqAiEiIl3CDowQnHqG9IO3oLzgEyA24cIcrnS0XgHiCASbryDNHFydiXlvMkeSNce/sfwcT977KvlsDhfEK4mLaRVsRDZ6pulaPwxgbslx4SYkqY+pjcmfcr2CVC2BpH4bQOIC3psMuDgV0ttjOTMWMDKwtUUKWnku0t2C4TF48gXSy6+TLcz4ajbWYvsGCcbP+fvlwHLOsVDxVR8m52FqHtLNQxzFHBzqg+E+GIorhNkG5SJqZezt97B33l+3gA4g6z9CdvQJXN/hTcesB4qGs6OOy3dgobxyCWzq+zI+4rfZ6LGPH3Vcm4TFGiSZj4n9BXh0BIb77x/r2lXB+KAvIjvo719ERFYoGULua2LG8eplRy3xgxrG+NUd0wvwRhmeOuYY7qvX/uo7tOU5kvmljAs3Mibmm8t+GhxHilVGeyv0xI7e2GHvXSd4/21MZaHpOVwQkh15guzI4+tWhBgD4fwE3H2/3oy0x68ucQ6yFPfhedLSIV2EiYjInuBqFdIrb5Ldvtx8hw2wR09jTz6NDYLWD97O6zlHmkGNmKzRu7xdzz04RjowSjI7yY3pgCvzfSwmAVSat8tHPgHi2DBEm5UO3SYlQYiISDdxzuEWpnFTN8mmbuLm722+fc/ASvuL4uCWFiMATC36lhjz1ebzhr445SMjZYYKDlN6EnfzPKY8B2nNt8YoDJCNnsH1jwD+8jpXHyO4cscnQqxuiWEN9OTqrTJyAYcHQi5NBiRZSC42BPXkiHuL8OoVeG7cbal0tVaei3S/YHgMOzSKm53E1cq+zH//sP4uD6hq4nzyQ736Q+U+VQajwCc+HOqDQ72+ksLKkwFrkyfKc74VxuRVzJrkQWcMbug46ZEnoKe05X0eKBq+o8cxX4bZsi803NfjW1zc7/d4sNdwqN+xUPaJHrnI0FfYQiUIayEuYFpVPRIREZFtU2SVTTnnK0JUa5BfVTXTWj/IUa7B+xMw1Ou2fEFTrma8dzPl+nQANA++jBRrPHGoQm+c+RKcM7cILr21rq+bM5Zs5DGy0SdgTa9SYyAKITSO5OZ5XFqDXK8vk1nfR+ccrrJIevl17NCoLsZERKRrOefIbr1P+sGbkDSPGtnDxwlOPdvWlhguc9Qyv2LTRYWmikvtUq45PrgL1yeHqaXr7y8VfPnQIwP4FldtFAYrvVkV/0VEpNNcmuCmJ8imbpLduwnV8sbb2gDXd5hsYBRXGoX4weJ/OTGcv5vn5lxz1YjQZDxevMvx3kUWGGBqwRDFh+l94hBmcQaTVHxrq54BMAZjfDJhWE9UnF30k0VxyHIihCMgNSGZDUjzAfdSS2UOEgeF3EreRmCgEPuEiXdvOA73by0+a+W5SPczxmBKhzq9G9IBabaS/DA5D7NLm29vDQwW6wkQvWwpcQDAzE9ib13ATN9g7dbOhmSHx8mOPOYXyG2DMT6JoW+L4bZxnWktGGPJbV6kafUrYeIchNtridHNNmq7LSIispuUDCGbmpxzzCz65IK1GgMg8xV/Ulu6z3llkjgu3064MhmQuuYnLOUTzh6qMFjwMyJm7i72w7ew83ebtnMYskOnyMY+sm7gZzkJoj654eamcUtzEBUwa1bKGmNwUY5sYQY3O6mLMxER6UrZ7CTppT/FLUw33W56+glOfwd2YGTDxzrnmFuCar2y02YDSo0qEEkKKRbCPIRbHrnZsplFx5U7cGu6dbeNIyWfBDHQ094BEmP86iJf4UoDLyIi0lmuvEB275av/jA9sWkLDBfmyAYfwQ2M+rLeW01SdA4WpzFJhTTI8UF1hPem8qSuOQ4ec9f4yOI3ieaWSJ0F28ft3BPMxiP0RIbjwwMMrKrWEIU+pq6Op9UUEgJMEJLYkIygqUpF4PwkyEIFctH6AhbGQBz5cYXpBbZc0lorz0VEusudWcc7HzruzK60RdpIX36l9cVg8QGq9TmHuXcDe/sCdn5y/d1R3i+gO3x6R65p1woD39Yx2GayvQkjiPOYNlZi7BZr226beruQs2NsqRKUiIhIuygZQtZxzpGkfkBjtuxPXqMNzk+s8Scz1RarOhsy57h+J+W9CUM1bf6V64lSnhiucKQ38QMii9MEH76Fnbm1/nkGj5E+8iTk+9bdFwV+UKZx0mnCiMxaP9OyUWkxG0CtgqttvPJmP1AGrojI3uNbYrxBdvtK8x1BSHDiSezoY5v2D52ac7w/4VdpOvwizd48nB6Bob6VKklZ5nuYJim+DUbkV6O09b04x8SsL599b2H9/YGFY0O+HUZPrr3xSUkQIiLSDZxzuLlJn/wwdQu3OLP59jbAmQBDBibADT6y3JpiK8zsBLbe4uKOOcxbue9i3jYvJugPyzwz/0cMprdJTMySy4NL6U2meTz7Uy7bj3I3G+HiLXj8qGOoz5ALwTYmq6z1ZbyDiCizVENwxld6WCutT4g5/BhCK4GBWj1p4kFo5bmISPfIHNzeIMTlIl/1YbgPhnt964gHe/IEc/sSwbVv+xZOa7h8H+nRJ3BDx3ekuuFqD5sAAfu/Jcbqttu5yMf/zPmkx1cvO54bV0KEiIjsnv0ZbWXbaomjmqxk78b1BR2Zaz2okdWzOuMW55guc0xMJ5y/ZVmsNW8QBxmPDlU4Xqr5wZDyPMGNtzFT19aVNcv6j5A+8hQUB9e9RmD9BIcfkDGYKIIwh7EWm+vxdcmytHVCRJb6AZwov6WfzV6kDFwRkb1luSXGlTd9f+5V7OETBOPPYO5TEntqzvHmdZ/YGIcrgw6zS/DmdceTY47+oiFJfWzwgTwHQbzlXuNbkaSOD+/BB3dgsbr+/nzkEyCODUPU6iTjITSqV61duSoiIrJbXFIlu3cbN3WT7N4tSFoEw2XG9zQPc34Va311qHMOU1vC3jxP2nd4S3HazE4QXPkWiy7m7dz/w63gWNP9kUl5/FCVU7f/LzadxkUFqjXjkydtSNUFxG6JsfIF5voOU00NH96DR4ZNPfnBJ0CsTsoc6HX0F3wSfmHN6YRzUK35pMyl6sZjC2n9ejWnUSoRkT3rUN/K9WdgYajR+qIPirmHuzazN94heP8b627Peg+RHX0CVzra1uvZtQK7kgTxsNeYJspDtP9aYjQ02m7Xkubzgu22xhIREXlYuswUwE9YVBLI1lTn7C9Ab85PoOSjFoMaid+mf/W8jHPcm6tx/qZlutz8K2aN49RAldODFcIAqC5hb76LvXsZ45rrp2XFIbJHnsb1H163v9b6BIwgML5naZhbdxJp+oexxRLZ3D2cDZruc85BrYLtG8T0Dz/wz2svUAauiMjesmlLjEc/ii2tj4drOecrQiSpj9uNDEOLTw6o1OC92/D0cYexpl4JItfWQaNy1fHBXbg2Va84sUapB04dgiMDYNs88BFYnwARKglCRER2mXMOlubIpm76ChCzk7RuClVX6IWBUdK4F/vhO7hGosFqxuCC2K+AXZxuuUBgzU7gbl7kYnCGi9FTZCZsuu9kcpEngisE4RPY8hwuiEmdWV7k0HjNhJhCMkePm6UajzCVhMxkIYPF1lWpjDGcHfPXmUtV3/IiMD7BoVrzVRyfPgbnb7JpwsRA0X+JiMjeFFjDd45DFDj68quqCbVBduQJ7Ad/ikkTHOAGHyE78gSud6htr7GaMSvVH9qRAAFgbAC5gv93H5te8HMJ7WyNJSIi8jCUDHGArW6HsTYJosEYw+kRx1vXoVxrXmFaTfyEw+mR+gmhy1hYqHHhtuH2/NqebI5j/TUeG66QDx0kVez1C9iJ9zBZ80yJy/eTPvIUbmB03RlTY6Vn2EiCqJfzbnVCaowhGD+He/tlXGURF+V8mbQshVoFE0YE4+f25WSJMnBFRPYOVy37lhgTHzTfEYQEJ57Cjj265f6hc0swX/axEgM4Pw3TyDcMA1iswXwtoK+/p63lQ2cWHVfuwK3p1lM/R0pw6jAMFtsfdxrtsrbcZ1ZERKQNXJbhZu8sJ0BQbtEPqsEYTP8hGBzFlY5Si3z7RzNzC3Abx2QbQFrDJJXNUisAmJiq8C7/D4txc2vJgWySp9PXKaWTmFpKujAFLgMb4zJWemr5PSI1EYFLMCaAME9ag0q6eYwdKRmeG2e5MmGtnmAxUISzY4aRksEYt2nCxNkxo+tTEZE9bnzEUK5CbZOWytsS5cjGnoLKAtnI6ZZtlNuhkWBv25QA4RlMnPPj2AdAJfFjEO1ujSUiIrJdSoY4gLJGEkSyMjmymeE+w1PHHO9PwHylud3C6REYLjoqi2UuTViuzUS4NY0uDhdrPDFcoS+XQZpgb17C3jqPWVP+28U9pGNP4oZPtFyhGjXKXVu7aRLEasHwGDz5Aunl18kWZqBWAWuxfYME4+f8/fuQMnBFRLqfcxnZzfdJP3hrg5YYz2LiB2vl1Gh1ZfBzHGvDvLGWcpanHET0tSFxwDnHxCxcuQP3Wsz/BBaODfl2GD259k5uWOOTO6Kw/RUmRERENuKqZbJ7t3z1h+nbkG4ykh/lsINHMQNHSfuPkJhouSXl8vOFOd8WY7P2jsb67TawWDW8czfPnYV+Xw6qLnZlPpK+xSPuKlkGiQsIslr9ot6/pjGhb9GB8Vfy1mBdgrMBNZt7oPYVIyXD4X5/nVlJ/GMGiiuTSVtJmBAREdlINv4cVJfu03rqwZnGtaXFV1Bs53OHMcS5LS9w2A9y4eZtt9UaS0REdptCzgGSpI5a2rpk9f0M9xmGev2ARTX1LSr6cylptcqlG4b3p3Kkrvnspj+XcuZQmeEeX3rCTlzB3nwHUys3befCHNnYWbJD4y1XwzRWexob1JMgogfKzA2Gx7BDo7jZSVytjInymP7hfb3iRBm4IiLdLZu9W2+JMdN0u+kpETz6HVtqibGayxxpowSEgSTziQir1WyeiovJrCF+yIIQSer4cAqu3PXVhtbKR3DysE+EiFqNfmyTMRBaVYEQEZHd45zDLUzjpm6R3buJm5vadHtTHMAMHcUOjZIVBkmdWbkGb7UYoWcAl+/DLE3jbLCuf4RJq7jCAPQMrHtomsH793K8fy/GrboeNy7jVPY+j2fvYNOEclpPlsxSQizvLxzm0dwEcfkeQS7GpoY08/kROEeUVVgIh5gPhx+4fYUxZtOE+/slTIiIiOyWwPokiHa1wVjNBCHE+X3fEqOVgaJfRKnWWCIi0i2UDLHPOecTIGr1laIPwxhDqQfIErJqhesThvcmc1TS5tmWQpjxxKEyR3sTDA4zeZ3gxluYSvOSUReEZEeeIDvyeMsVMGFQL0sW+iQIE8Zb2k/nXMuBFVM6tO33vtcoA1dEpDtt2hLj5FPY0a23xMgyR5JBmq7E+HwMPZGv5GR9RylSE1KzBTIs1cQPSvQXtrf/S1XH1btwbdInXKxV6oHxwzBSam+1BmtWVYjSZImIiOwwlya46QmyezfJpm75VagbsRZTOoIdGsUOHYW4QK3ejtJtJfncGLLRMwRXvoWpLeGCeLm9o0mrYCOy0TNNMwnOwe35kHfv5iknzecNQ26Sp5deoS+skmZmOVEeIHI15sMhrnKcchDybPAKQXWRfJhjsRpAmhJTITExHxSfYalmdqR9xf0SJvaqjcYiRESke+xkFQjAnxdEeUy4toX0wWGM4ewYao21DTqXEBHZGZoK3aecc1QT359tK60wtiRNcLUKd2bhwmSO+WpzZmtkMx4dqnKiVMWSYSYuEdy+hKmuSYIwlmzkUbKjZ6BFr7TA+l7nQRjAFpIgVp8kLJQd16dgrtzczuPsGAeq5KYycEVEuotviXGp3hKjeWbEjpwkOPXMllpiNBIgkg3iuzGG48OOi7fwkyNRHmd9Se5q4pMJTo88+MX0zKLj8h24Pd16UevRkq8EMVhsb6xtJEaGbawuISIi0oorL9aTH27iZiYga5H11xAXlpMfTGkEE4SkqaOaQVLZxmv3j5Ce+k7szfOY8pxvn2UsrjBANnoG1z+yvO181fLORJ7JpebhnFyYcfZQmdHsHuEHi1CrUXM50iwkNCkhVdIgx/W+Z8nHhju1MS70P89T6RuYxRl6bZVaZpm3Q1wuPMN0OMZAofvaV3TrJMHEjFtu/3GQxyJERLpRIwEitGB3qsKgMVtu63wQqDXWg9O5hIjIzlEyRJdo1wX9VpMgXJaxMDlJVq1g4xzF4WGMbbES1TmYvY1Zmmc67eHd+cPcKzf/2ljjOFmc5dH8HcI4wty5S3DjHcya/ucOqAycxB7/CPOuh1oVotTRm/Pv1a/6dARLc7hqRpYvQqUMSWXD1harTxKSVS1A4lWVESbn4JvvO77r9ME5cVAGrohI98hm7pBeeg23uKYlRrFE8OhHsf2+cpFzDuancUkFE+agdwBjDM6tJEBsNi/TMNBrefRYzKXJmPmqwSUrF9GnR3zrq61wzjExC1fuwL2F9fcHFo4Pw4lD0BO3txVG1KgOpVYYIiKyQ5xzuLkpn/wwdXNdnF7L9A1hh0YxQ6OYnhIA2fw9knt3SG2OrDDQnIX+gLK+w8xGh2Bxmiirki/EUByE+rnA9BJ8MJ3n9kKMY1VLDBynBio8eqhKGEYQnCTNFcg+eBOzMEPelHFYFsIhrhWfYTo3hsVfI97Ixhg/O0Ypm8LVyuSiHJkd5tHEJ1HG9apMzrmuuHbcjUmC7YzN3J7O+Mb7kCT+5xoGfvxjesFfkz83vnNjEc65XW0J2q3JKCKy9zm3pj1z4eE+XxotFgMLQZuT651zzC2txMr+/hgT5zHG4pzj3rxb9znZjs/P1Z/5RDlm7TCV1DzQ87VzDuJ+z9OtrbG6MZZNzDheveyoJZCLfHXMzD3cuUQ3vk8RkU7p6mSIL33pS/z3//7feffddykUCnzf930f/+Jf/AvOnDnT6V1rq3Zc0D9IJYi5Gx9irr1BvjaDdRmZsSxEJdzxZ+gbe2R5OzN5FXvtDRbLGeejZ7gRjq59VR7Jz3Fm8Rv0TNyBLIEswbTYgcYtwfSHXF3s48PCE5h6+e6eGE6POA4xSXr9PLWlOUhqkKX+kTaEMMIWSwTj5wiGx5Z/bqtPEqrJyutU1pQjTSvw7auOjz99cIK+MnBFRDrLVcukl79Ndudq8x1BVG+JcXq5JUY2PUF6/V3c4hy4etPuQh/Z6BnS3pEWz96CAYIYohxDBcvgwPYGk5LUV1n64C4sVdffX4jh5CE4NtTeig3GrEy6HJRYLSIiu8slNbJ7t3D3bpFN3YSkRaBrCELMwBHs0JivAFGvauicI7k3QXb9PCz5uG2NxeT7WBh+gsXCCFHActJ/0+s7x3zFX7ev3mZ6wXFtEhZrBucG/XXyEhw3/jEX7kRMJ3kczQsYQmrkTI2FashM2sdw0d/vho5xNxzjg8uT9JgKSZBjPhz2q1ZNvZWW84mWldRgB1ZaStZmHBdvrR6fcF2xKnEnJglavcaDjs3cns7444v+fMvgf6UC41uXFWJ/LvXuDcfh/vaf36STN0gvv062MOMzZq1dN27STlqxKiI7ZXLO8f6Eb/fY+Hzpzfnx4q0m80NzAoS1O3NdOTXneH/CMV+GhJBakKevJ+DsmAFaf04eKTluz9Dy83OryQKrP/OzNKOWWRZtyVdzyo1t6fO4XZ/jD/I83dYaqxtjmXN+n2pJc4XnwGz/XKIb36eISCcZ59rWRKHt/tJf+kv8zb/5N/nu7/5ukiThH//jf8ybb77J22+/TbG4tfr+s7OzlEolZmZm6O/v3+E9fnAbXdBX6qv3nxvffNLaOef7kSb3T4IAnwiRf/8VrKuS2ByOAENKmFXITEz59PP0HRnB3L1KevnbXAzPciV8Aremf/mheJEzvXcZ/PCPIa36F88S1u5pq11ywHvx09wtPoG1UE0sJXOPp8vfIMiqvj9qZbH+huoZE7kCZBkmjAiffAE7NMr/965bbgORZjBfbv16q33nKXj06NZ6se8XygIVkW61mzE6W9h8tWc7OZeR3bhEenVrLTGy6QmS9171JbGDGGcDXLrSJzw99Z1N5bFbCiLfesoGm2+3iaWq44O7cH0SkhYVKAZ64NRhGCmBbWMcsfUkiFBJECIiXaMRo+/duNqV19EPwi3NkU3V21/M3t38wjnfW29/MYrpP7RcPdE5R5r568703gTBlW9BVsMFMdiANElxSZWEiPd6PspsPEJP5CsoDdRbSK0kPKwMSvdEMNgLN+/52BsFK2MCtRQyLIsUSNeuY3EZlpQ4DAlCs9wK66ljKxWgZhYd37qyMilkYHlBArBcdeqFJwyDvf7Ghx2f2CnOuabr/7VtIJeq/jr3z5zdfvXD7bz3iRnHn1zy1RgbP9/GPhkDPTn/79qfczukkzdI3n4Zl1QhyvtzwCyFWmV53KSdCRHd+rshctB0+zh3Q7nqx6u3YnLO8dZ1H/ficOXzpVVsA6C61JTMaIyPc+EOJkA0TM053rzuqKUGE+dxQbz8WWiMjwWZa/6cXKpA4vz+FeLmz09bT54r19ZOWDd/pq7+zE+DHAvVAONSYvx4/oX+57ltxzb9PG7X5/hejgfduu/35h0vX3BEgf9dXqvVOdtmuvV9ioh0UldXhvjf//t/N33/K7/yK4yMjPDqq6/y//6//2+H9qp9HibrL3P+cVupBLH8elmGufYG1lWp2Z7lF3SE1GxAlC4QXP1Tkt7v49qNKpfyf5nExE3P0Z9N85HKqxxKl2Axg9oSuGxLSRANBjhVPc+HuSfIF/OYMOKRqa+RplWCnh6/ugb8xbzDr5CtVaHQh6sukV5+ndn4KLNLPqAb438GW/kxvD8Bp490R4nP3dJtGbgiIvtZOj1B7b3XsOXZpttNcYDg0e9YbonR4JwjufYupDVcWMAtnwyEOBtgakvYm+dJ+w63Lr1tAz8AHmz/lG560XHlDtyeXh9LDXCk5JMgGpM57RLYRhLEwYnJIiKy81yW4Wbv1BMgbkF5fuONjcH0H1pJgCj0Nd2dpiutqvyTO4Kb530iRFQAY0hTqGQhjoCcW+JE9QLvxIeZrxgu3oLHj/roevHWqoQH6wel5yt+lajBT4Y0Qr0BqibPUtZi5h/AWDIsNQexhXzkJ1Len4ChXn+921/wq2pnl+qTL7b5aao1n0AwUGzc1v5Vie0yvUDT9f9qxvjWFLNLfrvtXPtu5703HtP43VjbddQ5KFehmPP/v7Z65cNwzpFeft0nQuSKK8ejfv7oKoukl1/3v9NtOFbd/LshInubc74iRC31sWz150ur2LZaGOxOAkTzvjrKWUSQz4O1vjhjfV9nlwADpcLK+7DUh7adj/uNie7A+P1fqPj32Jv397WqeNT8md9DuWJwgAlCqi4gly1yYuENZodGWaqZlp/H7foc38vxoJv3vVJf5LpRl9DA+IrPWzmX6Ob3KSLSSV2dDLHWzIxf1Tk0NLThNpVKhUqlsvz97Ozshtt22nYu6NNsJQniQS1MTpKvzZDYXPOSBRwGR2IjJhnmvStFKvZs02PzbpEz6ds84q5hqGEWHjwJoiHDl/McqE0w4x6nlN6lN52hanKEaYrNUl8enHpKLdavcHAZRDmyhRmS2UmcG14+SdhCC3UAFqvbHyAREZGHs5di9INy1SUWL3ybaPpaUwHrxESkY0/Re+rR9YmNmaM2ew8W53A2bnky4IIYU56DxWnfN3z5PuuTIMJoe/vrfJnOK3dgenH9/aGFY8O+HUYhbu8Fchj4JIhgoyt9ERHZdXs9Rrtqmaze+sJN315XmalJGK8kPwyMYMLmBQDO1RMgEj8p0WRxGlOe8xUh6nG7Wl+gYKwhcTGFZI4+N81COEglgauT/qFJ5iv1rR6Udg7K6crgt3NQdhFzab0lxqpQGRhIMcsVCJyrV6pIIajH1kZyRanHD3A/dtTx5jW/EjCO6s9RT4SIQr/ytHF+stMJBw+jnZMErWznvTceEwX+2DZW9DYeA/5nXcvqxS7bOPrmZid91bMov+780hiDq4+buNlJTOnQBs+ydd38uyGy3+31+Hw/s0s+dsXhBp8va2JbGPjOkEEHqgrOlS13a3mCXMiaAsr+fGFVbA7rBRvTzMeCRsWIJF25bzlmrYodrSasV3/mZ5khzVbFQ2Oo2RyFdIbeZJI0OtTy87hdn+N7OR508743zg8z538H1krd1s8luvl9ioh00p5JhsiyjM997nO88MILPP300xtu96UvfYmf+7mf28U9274HuaBPUl9eLNlGEkRDVq1gXUZigqYkCAdMBiNcip9iIRhoymgIXZXHsgucyi4RuBSSCqZWXp8E0ZiwSSpshQEKbpFpIMoqGDIyAlyW4HegRZqFy3wZ8FqFOCs3nSRstfFFu1dkiIjI1u2lGL1VLsvIbr5H8sHbRFlzgLmTO8ml3NNQzvH0PAz1rZ9gMZUKgcvAxq1fwAaQ1jBJxYdnYyDMQdgieWILktRxfQo+uOsHWNYqxD4B4thQ+ys2KAlCRKR77bUY7ZzDLczg7tXbX8xNbbq9KZYwQ6PYwVFM31DrXtxrq0C0ep6k4q9L63E7zerxfDlJPyCkRphVMaGfKF+oAMb//0ahO3NQSQMWyJO49cM0uXrZ5MXaqn1ZUyHR1r+v1vc/DuH4sCEfsdwzulbf14Hi+hLcO51w8DDaOUnQynbee+Mxucj/zNO0xfF1UKv5c8CBrXV63RJXK0NWLzPSig2gVvHbtUE3/26I7Hd7LT4/qEZC4UafL9awHOh68/WEr6rBZbt7TWmiHOVqTApELV66Pszu/3/t7dRj9qr7ktSfQ5g12zW2XT1h3b/qMz9rrAZctQ8ZAZGrEmWVDT+P2/U5vpfjQTfv+0DRt0fZqB3Y2mpem+nm9yki0kl7JhnixRdf5M033+SP/uiPNt3up3/6p/n85z+//P3s7CzHjx/f6d3blq1c0AO4zLFUffiTPBvnyDAYl9BIYZ2zJS7FT3MvbO5Fbl3KyfQSj7mLxK4CSRWTlDFrenI4DC7K+0kZ8BUcso2jqaufrTlgyRYxQM3mcFgsKcYa1idC4G8z9QoR1tLbn6d/vvkkYdX58cY/A9veFRkiIrJ1eylGb0U2c4f00p/iFmebItdCWOJq30dZiIYI632s37vteDbnSNcM2rgwtxLfWrW6qFdLcmHOJwTGedYtQ9mCparjg7twfdKvXlxroMe3wjhSav8KGyVBiIh0v70Qo12a4GYmyKZ8BQiqSxtvbC2mNLJSASLX0/o5N6sC0Wr7NXF7efKjHuIsKQ5LUk+WaCQo4Pz89Fr+GtZQNXkWXETra+GVVaTN+77yHLCSlJEPoSe3EndHSnC43187VxJ/PTxQXB/vdzrh4GG0c5Kgle2899WPyUe+i2hWrwKxOlElXFOBox1MlK/3Wtnk/NFav10bdPPvhsh+txfi88OIg9afL6b+n8z5j7tirr2fo1tlbAC5AsYG5KoOY1zLz0LTGM52zZG8qTCzWZX8sOp+B+uS6VZPWK/+zLcEK0+w6twjM5aazW34edyuz/G9HA+6ed+NMZwd8+1Rlqr3r+a1mW5+nyIinbQnPvY+85nP8Du/8zv84R/+IceOHdt021wuRy6X26U9ezgbXdA3+ohVqtBXgGI7rl+do9jfy1LYS6F2j3k7wKX809wKT6474xrtrXB29mWK5Rs4G2KSCsY1z5w4DC7uwaTVptWpLsxhqpslQ4DFUSPmVu40fQHMm2HmgxL96RQ26PGjRFk9YcNRrwgR+u+rS9i+QWz/Ic7SfJJgzUoCSSvG+L5t7VyRISIiW7eXYvRmXGWJ9Mq3ye5ca7o9MREfFp/iTmEcMMuTH2HgS3tOL0Lf2pjeM4DL92GWpnF2zZJR5zBpFdczCEOP+GSIBzS94LhyB27PrE8YNMCRATh1CAaK7R9YUhKEiMje0a0x2lUWyabq1R9mJlhZEtlCXKgnPxzFlEYwrSaJ8QkQabayKvOBrInbppGV75+Y0FVZDAdYDAaAVVUjWgxKOwcVYhZtbl2iYxj4QeqFeuHFxgR7Y2Cc+kR7YH2pcOegmvjkxqMDYNfEXmPMfUsh73TCwcNo5yRBK9t572sf05Pzfd/TbOXXNA7gu0/TVIGjHUz/MLZYIpu7t/J7uLy/DmoVbN8gpn+4La/Xzb8bIvtdt8bndukvQG/OV0HIR37O37CSVFZLOvX5YjBxHhOtVHDc7LOwUcHCGB+bGwLr41VSPwdoJDcaViXN2ebHQPOEtSmufObbXIHAGpJGiy3niLIKC+EQ8+Hwhp/H7foc38vxoNv3faRkeG58a9W8NtPt71NEpFO6OhnCOcdP/uRP8pWvfIU/+IM/YHx8vNO71FatLugtfsVmNfEVD0+PPOQKTecg8ZUd7MxtQuu4mD/HlfhJMtO8vGQwuc3JgQpHj5aw9MJ8ik1rzU8HYEPS8e+CICK48i1Mbcn3TLX1URgTgFtfW9RhsDgchov5Z8nF1r/XmuFa7zM8u/SKX90TxT71NUvxabPG31ZdwoQRwfg5jDGMlGg6SQisL025/PNdvc/4FTIfeaQzmcQiIrL3NVpipFffXteL/HZ8kpt9T5MEOXDNq0ut8bG91qrstjFko2fWx9Ms9QmHQY7s5EcfKBEic46JGbhyxydgrBVaODbs22EU4vbHxMD6ktFKghARkQflnMPNTZHdu4mbuolbmNl0e9M35Cs/DI76VhgbXOs1EiDS+7TBuK81cTsIYiwBLkuJXZXURtwsPAHGJ0XWUijW57AWKv6cwBioZgFzaYGEoGkJaaOyg7V+TCAX+uvZSuITDOMQlmor17hx4N9TrX7/k8fMukSIrb+1nU04eFjtmiRoZTvvvdVjenP+uNXqPeG/+zQcGXjwil5b2d9g/Bzu7ZdxlUVclFs+f6RWaRo3adfrdfPvhojsXcYYHjvqePMaVGqQi+vJA1nnPl9MGEGUx9jmz+/7fRbmIh/S197XSO5ojAsE9STJRsJHLtp8wrr5M3+JfBCzkAaQpsRUSEzMB8VnWKqZDX9e7foc38vxYC/s+0jJbKma12b2wvsUEekE49yavgdd5NOf/jS/+qu/ym//9m9z5syZ5dtLpRKFQmFLzzE7O0upVGJmZob+/v6d2tWHMjHjli/oswww/iL69AgM920zMLkMkqr/co5sZoJrH87zXvgRaqY5o7gvvcd47R36Rw7TVwyx19/Ezt9tfjoAE+B6BsgeeRLX79tqmNkJ7M3zmKVpSGr4lAfjq0WEIa5SXk6McBgSE/F+/lmu9jyzvLqlv+CD8HByk/Ty62QLM/U6pYl/ZRtCGGGLJYLxcwTDY8375tzyScJC2fH+hM8obkxE2XpFiGdPPtwAiYiItNduxujsPpMp93389ATp+6/hFmebbje9g5Qf+Q5enRgkDPzkxdpkiDTzF55PPgJ9+dZxaDmelufqvcgDXKFEduIcbnCs5WPWSlLH9Sn44K4fgFmrEPsEiGNDELaql/iQlAQhIrJ/NGL0vRtXdzxGu6SGm769XAGCpEUQawhCzMARXwFi8Cgm3riMosscifMJ8w9cAeI+VsftLMuoZZZF28etnieYi0fI6okQoYXHj/rHXLwF1cy3xKi4uOn5rPErYhutrMyqMQGA9yd8lSnnVvUlNyuTK/0Fn/jfjuvd1eMTzjVfs3fD9fTq6//tTBJsZjvvvZM/r3TyxsoYSpaBtRuOm7RDt/9uiBwEe2GcG6Bcda0XA9SZepWEKPDXjw/y+eKqS7jaJucK22WsrwYRbr4QYbN9BVred6TkqzWuvj3fSHB0rSesnxtvfu+rP/Oz1J97zNsSlwvPMJ0b29Lncbs+x/dyPNjL+/4gDsr7FBHZqq5OhtjogvaXf/mX+cQnPrGl59grJ4mNC/q5slsezNjWBf2qShA4h3Nwcy7k4i1YMs19UnNukcerb3K8ehGbK0Kcw87cWveUWd9hsqFjvkx3z8C6thpm5jbBlVchrWGiHEQ5P5FTq4ANCI6Os5RF1KJe7MhpSr2GmUXTcvDCOYebncTVyvXnAZIKJspj+oe39DNxznFv3jG5AMbBUB8MFpXxKCLSbfZCMsRGLTEIY4KTT2OP+qpVr77vlkt7wkoyhKv3+ezNwdPH7xPbnYOlWQwOlytC7/D65qEtLFYdH9yB61OtJ3sGi3DqMIz0t2+yYDVrfTzfiQQLERHpjJ1OhnBLcyvtL2bv1mf4N5Av1ttfjGL6D69bqblaljmSzCdAZDs90uEcLE5jkgqzScyVhQEWa2a57HUugNEB37bCYTh/J+bqTA5Hc7wc7oVnTvhYOrsE1dRXfFg9JuCca7qvL7/SQqMQm7YmBDReb7sJBzuZrLAbtrP/nXzPq8dQHmTc5GFeby8fX5G9bq+Mc2+UDGGMr2QUBes/O7b6+bITyRAmin01iDbEuo3ua3X7ndnWyRMbTVivHTeftcNUUvNAn8ft+hzfy/FgL+/7gzgo71NEZCu6OhmiHfbKSWJDueaoJfffbh3n6pUgKssDSZOLAefv5pmtNLfDCF2NR7MLjGeXCLIqproEWcLaUJj1j5A+8jQUBzd7YYILL2MXp6FQxKzqdeqcg8oitm+Q6Lm/pGArIiJNujkZwmUZ2Y2LpNfeWdcSwx4ZJzj1tE8ArJuac7x53ZHUyyIbWLcqdKB4nzgY5SDMbSkBAuDegk+CuNXirRn85Mupw1Dq2Zn4G1g/kKUkCBGR/afdyRAuy3Czd1eqP5TnN97YGEz/IeygT4Cg0Lvla8lqbfOVqDvJOcetabg57QedwScM2iBikTxLteYkjp7YJ0oO9T54HM1FrSeSOk2rEEVEdtZeGedemwxhrU/mC9sQu9qZDGFsALmC/7dDNGEtIiKy88JO74A8pDXtMADmKpbzd/PcXWw+vMZljNUuM157l15bJszKkFTXJ0EUh8geeWq5FcaGgpCguoCtzvsTR7O+l5qLcmQLM7jZSUzp0MO+WxERkR2XTU+QXPpTWJprut30DhI8+lFs39C6xwz1GZ4+Bu9POObKPhGiUeL6+PB9EiFsAHHet4W63745x8QMXL4DM4vr7w+tf70Th/xK0Z0QBj4JQu0wRERkM65WIZu6hbt3k+zerXXJhU3C2Le9GBrFDh7BhPHG23apmUVfpSnJfKJCRsBcVqBWW7M4IfBJkieGH3yyIwz8RIntwhg8MeN49bJf3JGLfPuOzPm+169edjw3jhIiREQOmCjwLR92+trROcfcElQTf63at4WKyybONy1w6BRjDIO9nd4LERGR/U3JEHtVow1FWvU1OIFyzXBxMseHcxGsSXE4UrvK6cqb5N0SUVYhpLIuCcLFRdLjz+AGxjZflWoMJlcgl4uw09PUsvpoTys2gFrFl+9i90s4ioiIbJWrLJJe/jbZ3evNd4QxwamnsUfGN41ZQ31+EGN6wTFf8aGxN7fJIIwxvhJEGN+3GkQtdVyfgg/uQLm2/v5CDKcOwSNDO1epQUkQIiKyGeccbnEG12h/MTe16famp+STH4ZGMX1De/q60DnHtcl6IkRoWXAFltKAtdfljwzBmVGIwwd7r8b4JIjoAR+3W5zzFSFqiT8naRzKwPjvl6q+DPjhHWrZJSIi3SUKfWLcbnzmT8053p9wzJf9ELkBevNwesRfo6/lq0H0bNp2S0RERPYXJUPsNS2SIGopXL6X48p0TOaaT/ICEvrtEk9Uv01vOkVAhqG5M4oDXL6P9Mkf8HXLNmKAICbM58nHBmMMWZT3j8lSCFr8OmUpWIuJ8qSTN0gvv+5LlWcZWIstlgjGzxEMjz3cz0VERGSblltiXH3bx61V7NHTBCef2vKKEWMMpR6fNLApG0Dcs3ncBRYrjg/u+pWmabb+/sGib4UxsoOTC9b4gSy1wxARkbVcmuJmJnz7i3s3obK08cbGYgZGsEOj2MFRTL5n93Z0h81XYL5mqQV55tJw3XW5Nb691InhB0+ECAPI79KE0nZNL8DsUmPiq/k+YyCO/P3TC2j1q4jIAbBbCfSr21XGgSNfmybIqlSrMW+UB3jmhF2VEGEwca4rqkGIiIjI7lIyxF6Tpr4lBr7k5NWZmEuTMbWseTKlEKbYtEyBKkerVyimM4Q0T/BkGD8gFebITnzH5hMyQYiN8+RyAYEFNztJVitDlMP09OPmp3E2aBqgcc5BrYLtG8TVKiTvfA2XVCHK1+uGpmRz93BvvwxPvqCECBER2XXZ9G2SS689UEuMhxbGPhZuMKnhnGN6Ea7cgdsz6+83wNEBnwRR6tnZQaY49F/dPAEjIiK7y1UWye7d8tUfpifWJRI2ifMryQ8DI5hWCfR7nQ2YTWNmXYRbk7hoqCcUWqim/murTD0ZMWpzMuJO9CavJL5r50ZzX4GBmvPbiYiItINzviJEksJQOsHRuQsU0jksGRmWpXIfH155gsGnj2CDUNUgREREDrB9OBKx/zkHt+ZDLkzmWao1n8TFQcbjwxV6bIXpa9c5VX6bfLbQ/HggJSAhwvT0EzxyBtc/0vrFbABRnjgXEoeQTd2ktqa6g2lM6FQWcVHOPyZLoVbBhBH21LOkV77tEyFyxZWBliDE2aBelvx1Xx5Vky0iIrILNm+J8Qz2yKn2xyRjfDWIDSaCMue4PeOTIGYW198fBnB8CE4cgkK8s/Gym3uSi4jI7nLO4eamyO7dxE3dwi1Mb7q96RvyyQ9DRzHFgf15jecclOfIMsf7S8Ncmg5xzQUYiZYrOvjqTsZAvEF3ybV2qhrExIxvZzG75N+CMdBfgLNjMFLa/mvlQv9cmfOJD2ulbqXVh4iISDvMLcF8GQaSCU4t/CmBq1EzMQkxhpRiOk1u9jVufvgxjp051endFRERkQ7SpegeM7UA52/1MFNuPnSBcYwPVjg1UCGavw0fvMnRcvNy0gzL7fxppuMjkEHZxJw8MUBfoUVWrDEQ5QjiHPnIT4akkzdI3n55XXUHV1kEYzD5Hly17Nt4WIvtGyQYP4cJY5KFGYjy6wZzjDG4KEe2MIObncSUDrX9ZyYiItLgW2JcIL36zgYtMZ7GRHH7XzgIIS6AWR9za6nj+iR8cBfKtfUP7Ynh5GF4ZHBnW1U451io+MmRQmzIRzv2UiIiskck732LWm3OX+NtJAgxA0fqFSCOYuL87u1gB5i5u5hb55mo9vFW+B0s2eZ2H4GBfOzbYoCPq9XEJx30F+7//LnowVtpbMXEjOPVy45a4l/D1pMXphfg1cuO58a3nxAxUPTvbXoBCnFz8SvnoFrz2wwU2/RmRETkwKsmfkHB2NIFAlejagrLAcgRUiYk55YIbrxD9vgJrKpCiIiIHFhKhtgj5suOCzdhYrb5kBkcx0o1HhuqkC/fxV58Ezt/t2kbB9zJneRGz0eoBj24ennK3hz0thqnCiJMLk8utsslOZ1zpJdf37C6A5VFCHNEH3kBkgomymP6hzHGkN697qtIRBssg7EB1Cq4Wvkhf0oiIiIby+7dJnn/tfUtMfqGfEuM3sGdeeEo55MI11isOD64C9en/IrRtQaLvhXGSP/Ot6mYmndcvuNX1viVoq4tK0VFRGRvy+5cg2KLGfx8ETs4ih0exfQfwtgtljzYy4zFLNxj6epF3grOcSdubvOYc0v0mDJzxp9POOeTDaqJvxQ+PbJ5PLcWCtHOVGVyzleEqCXNyQqB8d8vVeHdG47D2zznMMZwdswnVSxVIY78c6f1RIgohLNjZn9WCRERkY6IAkdPMk0hnaNmYpwxGPw4uMPirKHq8uSTGWYnJhk4erjTu3xfO9HKSkRERJQM0fXKNcd7t/xEyVpHijUeP1ShN7lHcPkt7MzNddvcjR7hcu5JkrjPr/zIoJb6nqXHh9ecUBkDcYEojsitKcnpZid9a4xNqju4xRmMMdhDx5rvj/J+ZCdLW5cGz9KVdhsiIiJt5pbmqb3zCm7yw+Y7drIlBvhG4VEBwpVKE845phd9K4zbM60fcnTAJ0GUenZ+0MMYmFlwvHUdkrT9K0VFRGS/MJj+YezQGHboKBT6Ds7gvLEQ5UgIufzhBJejHyAzK8kfxmWccu/zRPlPcfl+Xi3+BearpqkNxekRGO7b+OcVhY1WEzvzM51egNkl6tf5a96e8ckLs0t+u8He7b3GSMnw3DjLbThq9fc/UPSJEDqXEBGRdpmac1y6DUFaxZJRw19zpxiMsTQ6VzkCrKtSK3f/ArydamUlIiIiSoboWknqV2heubN+tehAPuHMoQqDdpbgw7cxk1dZe0qU9Y+QPfI0jgGCSajUIKn3Ke3N+USIgeKqR4UxNs6Ti03LEtyuVt52dQfTP4wtlsjm7uFs0Jxk4RzUKti+QUz/8FZ/PCIiIvflsoz0yhu+GkSaNN1nRx8lOPkUJtyBlhhQn1noWU4CzJzj9jRcuQszi+s3DwMfm08egny0OwMdcehX03zrsk+E2ImVoiIisrfZQ8cITjyGHTyyczGzWxkDUR5nI27NwvnrKWVOs/rie9jd4ansDfqYhzDAVGf47pFJZsJDVFOIAz+RsVEMNQby0c62wQK/wtQ5n/DYSmB88kIlaX3/Vo2UDIf70apWERHZMXdnHW9ddyQp9AYxGRZDRorP+HOrtg1MSoYlzHf3ArydbGUlIiIiSoboOplzXL0L79325TRX64nhif57DJQ/JLp2g3DuBsa55scXB30SRP8IAANAqccxX/EVIaLAJ0MsD0bUV7lE1Vmi6iQmLuDqSQludhJXK/uKDVFu29UdjDEE4+dwb7+MqyziopxPnshSqFUwYUQwfm5fDJConJmISBcxhvTO1aZEiB1viQE+xuV6wFpqqeP6JHxwF8q19Zv2xL4KxNhgeydCnPMrShoTMX15mCv773siOFyCwFruzcPsktvRlaIiIrJ3hY8/R9Df3+nd2H1hDFGe+Qq8/SFMzQOsLAzIu0WezN7iKDdXciNsAEkVk1Qo9a+0m/Tx2K1LjAgs5GOwu3C96KtO+ImVVqcbaX0Faq4NI0TGGJ0ztJFzrmlsptGOVETkIHLOcfGWT+bPR1CLhphfKtGXTftkiDqDby0dZRXK8RCHR7p3Ad5GrawsvnJUpQpvXHP8uT6Htbaj+yoiIrJXKRmiSzjnuHEPXv8AFirN98UhPNY3w9jdV4ju3CEgWVcJwuX7SB95Cjcwtm42wxhDX6sE2DDGLkwRXnoDtzhDLct8QkOcB7eqGoS1mJ5+TJT3yQzbqO4QDI/Bky+QXn7dt9uoVcBabN8gwfg5f/8ep3JmIiLdxRhD9JHnqb7y/4Oo3hJj5OSODiCbMIYwx+IcfHDXcX1qfYUngMGiT4IY2YGKC5NzjvcnYL7i45HzTVMxxn9Z24hPjsztzkpRERGRPcFaiArUCHjvBly9S9MKU+tSxrOLPMYlQlLAx3nnwLiU0FpcfYHA2njcqNJ4esQxOmiId7AtxloDRR/7pxeaJ1rA71u15rcZKO7K7sgWpZM3VsZQ6mMztljaN2MoIiIPanrBJ/kXQkhsjsTmuN5/jidmXiHvFqmSIyMgMClRViG1MeHpZ7s6iaBVK6taCuWqT1bEwb15+Opb8MwJpzFmERGRbVAyRJc4f8Nnea5mjZ8oOR3fIrrwhwS1hfXtMDDczD1GfOppBnq3eGJnA4jzRPMTcOkVXFKFKO/LRtTKuNkpwEG+6Fe2ZilufnplFmWb1R2C4THs0Oi+XNWgcmYiIt3J9h8iOvfnoNC78+W94wKTSxHnr/gEx7UMMDroW2GUenYmJkzOOd667gdP4tCPmy8lK6/fk/MrURvx6Ymju7dSVEREZKc455hbgoWKW046eKDrTGMhislMxPt3DFfu+lWnqx3qg6fnvkZv5Tou7iHNDJWkPlGROfKuwnQ8RMUNwZp43Lg+nFvylSZ6crt7fWiM4eyYj/1LVV/5KTB+36s1v/L07JjZF9fm+0U6eYPk7Zebx2uy1LcffftlePIFJUSIyIHj466lGvX6cWlgoTDGBZ7n2NwbFNMZLFUclnI8RHj6WYZPPNLhvd7c2lZWtRQWVyVS0jiHKGuMWUREZLs0tN0lirn1iRClAgwXHbkrr5MkCRZDo/NZhqFmchiXUkhmuDIFpaLbfPDCAGEOG+XIxZC9822ypAq5IsaYeoWH6sr2taqvEhGEOBtAZRGT74Ewh1vcXnUHYwymdGg7P6KutVE5M/VbFxHpDsHRcb+ibqcYg8n1sFgL+Orbbt3dUQDHh+HEIchHOxcHnPMrUGv1kqEA5aReItT4wZRK4ltmNOLT9Sn//cyiVoqKiMjeNDXneH/CMV/2kwUY3xLq+LBjoHifuGsDCHMQhFybhPM3IVlT0SkXwlPH4HA/2OnH4OIErrJIxeVIXX31qfOrTy/GzzB73RCFK/G4EVtD47tvlGuduT4cKRmeG2e5mmGtPskyUPSJEJpY6R7OOdLLr/tEiPp4DbA8NuMqi6SXX8cOjWqMQUQOlFwIWRCTsrp5lU+IOJ8fJV6aJEgrnHokx+jxQ11dEaJhdSsri68I4VZVdnSrFijUEo0xi4iIbIeSIbrAxIzjzev1FZlm5SRovgJXr0wyPD9DxeZJXUg+W6Bq8tRMDozBuoRiNodZmma+Mti6HQasVIOIQnIRuNlJkoUZiPIrJ09Z6r+M9TMnWer7rAeRT5aIcrhqmegjL/jv91l1h+1qVc6sQf3WRUT2N2MDyPVgrKUYwOig42a9KkRP7Cs8jQ1C2KrsQpvNLvlzh1zoq3ynKWSsDKKAL+WdpBAGPj7NleEjY7BYRStFRURkz5mac7x53ZHUKzCAj3XzFbh4Cx4/ukFChLV+tX0QUU0cb16BidkWmxn/FVg/6eAGx0gef575C2+Qr80QUcU5y0I0xLXiMyzGYyRVn/DQsyrJ0JiVFZ+dvD4cKRkO9/vXriT+nGGgqAmVbuNmJ30i7+rxmrrG2Ey2MIObndx3i01ERDazadsnDNPBIQb6YezE3rmGXf2eonClOmNj952DIPD3GasxZhERke1QMkSHra4q0JsH6hmf4FeR2IUKWZaREZCYgAUbsbpXRkZASI0wq1JLW7xAvRqEiXLkY7M8GZPVyr52drQqj9Zl+I6ojRdwKzsDPqGiVoGkgj10rG0/g73MOUcyc5ehShkT51iIhtdlRKjfuojI/mSC0CdCrPrcf+KoIUkcxw/B4b7dnVyopYDzEzbWwNrTgsaqkkZkb8SnYl4rRUVEZO/xFZF8IkQ+wl9LZytxsJLAtUko9ayqoGiMrwQRxjjg+qTjwk3WXUuHdqWqQ7kG70/AUK9/npncGN/qHWUwmyRHhZrNMR/660CDv2x22cqV9eoJDej89aExRhMoXc61Gq9ZrT4242rl3d0xEZEO249tn1a/p0qV5RMI51aqQjQqP3b6HEJERGSvUjJEh62uKmBtvaxnnTH4jH8slhRnQsBiWKnbaUlxWBIbr79OtgHEBcIoqA/krJwImihff8EUgvqvgbE0ZVqwZtQmS8Fa/1ghnbxBevl1inMzPFXLcMayFJa43vcMM7mVliHqty4isv+0SoQAv+JyuM/3+NxNUeBXk1i7kuywdvynkd/YuHl1fBrs1UpRERHZW+aWYL5crwjRokJfFMBizVeJ6Mvje1REOTCW6UXH29f9tfhqtj7hEK66to5D/xyzS1DqgWrqV58uxIdYbBEmGw91bn0iBOj6UO6v5XjNahqbEZEDbD+2fWq8pzeuOe7N+/kBY3xFiHy0khuncwgREZHtUejssEriB0nsBudpC9EwC0GJvmSKchY0D6Q4R5hVmQ8GcIUBenP12w0Q5jFRTC42RC1Kc5v+YWyxRDZ3D2cDP9lhA/+V1ncqiJYvvJ1zUKtg+wYx/cNt/RnsRenkDZK3X8YlVWyUI3EBWZrSk0zx2PQrvDfwPDO5MfVbFxHZhzZKhOiEKPCTNNYachH0F9xyydDA1lfJ1HMoG+U1w4CW8UkrRUVEZC+pJj4BcKNraWsgyaDqQsgXwAZUE8eFm47rU+u3j8OVlpVrn8c5nwQBEAcrvb1bdcFqdJ1MMsituU/Xh7IVLcdr6jQ2IyIHmXP+ejdz8PQxwEA1MfsimX+kZPhzfY6vvuXbWeZCX+miQecQIiIi22c7vQMHXWOwZXVFiNUyDFcKz2DCmLxbhMwnKliXEGdLJCbiZuEJjg+blYSGXC82ztGTa50IAf7kMBg/hwkjqCzi0np9rShe2SiKfUmuNIHKIiaM/GP28IllOzjnSC+/jkuqkCtigoh8bHA2pEwP1lU5NvcGSepLtu3FEm0iItKaCWNMvtjxz/QwgGIO8rHB1meBfHlNQxTCUtWvGsnVy4Y3zjNyoZ+cUXwSEZG9Lg590sFG19IpAZWgSFgokhnLB3cdf/gu6xIhhnv9c0XB+kQIWFmdGddXZfYXoDdXT8Zo8dq1BAZ6/HMuVX3cdU7xV7au1XiNc05jMyJyoE3MOP6/dx0vX3B845LjaxfhzWs+aXGwd3/EVWstz5zwCx1qqc4hRERE2kXJEB02UPSDKZXa+oEU5/wAS7VvDHP2eegdIjYJcVbGupT5cIDrAx9l5PgIA70W4gLkewmjgJ4cy5MjGwmGxwiffAHbNwhpDSqLAJj+IUxffYVBZRHSGrZvkPDJFwiGxzZ5xoPBzU6SLcxAlF8++QwDQzEHYWiomRz5ZIZCZZKBIjw3vjdLtImISDMThJhcoaP7YI2v+lBYlQSxmi+vaRgoQpL6qhBR4Cdw4tB/n6QoPomIyJ7XV4DevL9mZtW1tMNQNXlmXS89+ZA0g1cuwDsf+hjY0JuH734Uvuu0b6PRKrmhcU3em/PX7eAnqk+P+PharvnY6pxPmqjUfP/yZ08avuv0Sjwu1xR/5cG0HK/R2IyIHFATM45XL/uqENGq1hHTC/DqZcfEzAaZkXvQ2mt6nUOIiIg8PLXJ6DC/itOfuC1VIQx9hkpWH3SJAjg9AvQ9gh0Yg+mbVO7cIHOGoDjIqcFBTBhDnMdYSxxCHG79pCgYHsMOjeJmJ3G1MibKL5daXHubsk49VytDlq00bKsLA0Nv4EiTAGpVvmOsQv8xZeuKiOwHxgaQ6+nc65vVq1Y3jysjJcPhfj8wVEl8NYhSj2Nm0Sx/v9dLiIqIiDSSEt687ijX/GrJ1MSUyVFNLWF96cefXGp+XGjhsaNw4hDYeiw8PeJ467qfcIhDn3zYuCYPLRwpwd15iANHfwGGeuHUYbg26WOtAaxd3698bTxW/JUHsdF4jX6HROQgcc7x7g1HLfELAxofgUF9ocBSFd694Tjcv39ibKtrep1DiIiIbJ+SIbqAz/j0J24zi1Crl+HsL/hEiOG+evnr6ZvYq69RXJwBl8E9i5sskZ34DmxhjHx0/2oQrRhjMKVD629vcZuAifJ+pCtLIVj7J2SwJoXA0tdf0EmqiMg+YIIQcj0d+0z3iY4PNvBhjGGwt+mWNd+LiIjsfUN9hqePwcU7AVPVPGkW4Fip2rBUa95+bBDOjEIuao6pw32Gp4453p+A+Yqv9GDqkyw4uDSxclsuAIyfnHDZynanR+D0keZk+PXxWOTBbDReIyJyUEwvwOySbwG59pLYGF+RaXbJb7efYq7OIURERNpHyRBdopHxOTHjWKj6ctb9hZWJD3PvBsHFr0FSwQUR2By4DLM4Tfje14hyL2BVJnFXmP5hbLFENncPZ4OmwS7nHNQq2L7B5QobIiKyd3UyESKqt7bYTqKjiIjIQWBswPDhPMNHAqYX4PqU44O7sFht3q6/AB95BAaLG8fU4T7DUK9jdgmqKSxV4PKE79PdqBZRTWG27LcvRJDL+QoSS1W4cMu37hgp7eAbFhEROWAq9TZWG10WB8YvLKwku7tfIiIisncoGaKLGGMoFaEnt+YO57DXvg1pFRf3+LRXYzAEmDCE6hLp5dexQ6OqRLALjDEE4+dwb7+MqyziohzYwFeKqFUwYUQwfk7HQkRkj2u0xtjtz/MobEy6KI6IiIi0ZCwmzmPCCIDFii+hfX2qebMogMdH4fjQ1iosGWMo9fgk92/WEyHyq1aiJml9O6CW+lWqgd2/ZbpFOsk5pxLxIkIu9HE4cz7xYa20UblJsxwiIiKyAZ0m7AXzk5ilGVyY8+0Z8Nmw/hrQ4qIc2cIMbnZS5RN3STA8Bk++QHr5dbKFGahVwFps3yDB+Dl/v4iI7FnGBpAv7uqAqypBiIiI3J+J8hDFTTH6vdvrEyGOD8PjRyEOHzyuzi75dhlxuJIIkaaQZisrU1Pnvw+D/V2mW6QTJmZ8gtPs0kqLmv4CnB3zlVVF5OAYKPq//+kFn3y4+hLdOajW/DYDxc7to4iIiHQ3JUPsAaZWhsyPshgahSFWnfnZAGoVXK3csX08iILhMezQKG52ElcrY6I8pn9YKxVERPa43U6ECGxjZanih4iIyEZMEEJcwNQXCKz2kTHDB3cc5RqUeuDJR6DUs/24Wk2bS3Kb+n/qRRpxzt/e+BdUplukXSZmHK9edtQSf45s6yvCpxfg1cuO58aVECFykBhjODvm//6Xqj75MDA+KbFa85UVz44ZjceKiIjIhpQMsQe4KA/WYrIUG4XUh2JWZKm/P8p3ZP8OMmOMqnGIiOwjxtpdS4Sw9VWkUatanyIiIuKtaYnRShQaPjru22UcLT18Kf04WCnJHVofs22LBIjVL9OuMt3OOSXcy4HlnK8IUUuaV4AHRu1oRA6ykZLhuXGWK8bU6jF3oOgTIZQgJSIiIptRMsRe0DuM6SnBwj1cGK4pB+agVsH2DWL6hzu3jyIiInudsZDbnUSIOGyU3tagjYiIyEZMlIMot6V4eWzIUK5CLX341+0vQF8eZhd9Gyvw7TACC0nqlycE1n9B+8p0p5M3VloxZplvxVgsqRWjHBjTC77dTC5qTjYCtaMROehGSobD/f7vv5L45MOBoq6pRURE5P7W15eUrmIMFHKG6NFzfiVMZRGXJn61SJpAZRETRgTj53TyJyIisl3GYPLFlqW32ykKoJiHXKQyniIiIhsxQYgp9PqKEB2Il1FoePIRP/G6VIUk8wkPjcQIhy/LDf6+perDl+lOJ2+QvP0y2dwUBBHkeiCIyObukbz9Munkjfa8OZEuVkmaW9SsFdTb1KgdjcjBZIxhsNdwdMD/q2tqERER2QolQ3SxMICeHISBIRgeI3zyBWzfIKQ1qCxCWsP2DRI++YJWiYiIiGzbzidCBNbH9HxssBqwERERacnYwMfkfBFjg47sQy6CQmw4MmB5btwwUPTVIMo1f/9gDwzWqz+Ua/6+gSI8N779Mt3OOdLLr+OSqq9SFYS+JWMQQq4Hl9T8/at7dIjsQ7lwpUVNK+1qRyMiIiIiIgeHLh+6kDF+AGZtD/FgeAw7NKr+oSIiIlvU6LudzU1iwhz0DqyLmyZX2LEJl8ZgbRQqVouIyN7j5qdxfX07f81pjK8CEcZb2696fG/ndbG1UIjArlqSvlFJbmhvme5s9i7J3AxZkMNmEAQO34zDP6+LcmQLM7jZSUzp0MO8TZGuNlD0bWqmF6AQs6ZNbHva0YiI7Fc7cX4kIiKyHygZosuEtpEJ3/pExRijwQ8REZEtaOq7nSZgLKanj+DYWezACOB7kZswavtrGwNx6Mtpa/BBRET2qtr5r5NMXWmKne1mwgjiPMZsrUJTU3zPMrAWWywRjJ+DvtFt7UMc+q9WMduX5F7/mFa3bcfEjOPmpTKnahmVNADjK0rlI0fYWCBhA6hVcLVye15UpEsZYzg7Bq9edixVfauawPiKENXaw7ejERHZrzY7P1JFaREROejUJqPLhIEu6kRERB7Wur7bcQGCELcwQ/Leq2TTE74EdZxv+2tbA8UcxKFiuoiI7HFrYmdbGYPJ9fivB0iEaIrvuR4IIrK5eyRvvwz3bjzoLlCIIRd1JmZPzDheveyYquZwxhKYFINvvbFQgSSt9wrIUrAWE7X/vEWk24yUzLoWNe1oRyMisl/d7/wonXyw8yMREZH9RpUhREREZF9Z13fbGFyagg0hDqC6RHr9Xezoo+zEUKoSIEREZN+woU8orMdOUzrcljj3oNUgoHV8B3zChg1wlUX44Nvw9Ghzbf0NhAHko87Fbecc795w1BIIC8MsLZUoJlNUbIC1hizzk8BFm0Gtgu0bxPQPd2RfRXbbRi1qdJ4tItJsK+dH6eXXsUOj+gwVEZEDS5UhREREZF9xs5O+NGSUb3GxbyCMcUvzMDfVkf0TERHZW+qxc3EO5qcf8qkevBpEw2bx3RgDUQ4WZ2B+8r7PlY+gEHe2gtP0AswuQS4CYw3X+54hNTG5bBHrEiwOlya48iImjAjGz2kSQw4U36LGcHTA/6vffxGR9bZyfpQtzOBm739+JCIisl8pGUJERET2FVcr13tkBq03CCJwTn23RUREtsoG4DJcUtn2U5gwwhR6fVWIbbhvfK/vo9kkvlvrW1lFYecnVSsJOOfbawHM5MZ4b+B5FsIhApcQuyUCl5AUhgiffEH9vkVERGSdLZ0fZZnGP0RE5EBTmwwRERHZV0yU97MdWQrBmlMda+oDBeq7LSIismVZCsZiwtyDP9ZYTK6AWRuTH/RpNovvq/bRbRDf49B/dcvq8lzou3lkDoJVCREz8SjF2iQ2rVB2OZ598hBBn9axiIiIyHpbOj/S+IeIiBxwuqIWERGRfcX0D2OLJahVcM6tusMAxvfdLpbUd1tERGRLHCRVTE8f9A480CNNlPPVIB4yEQI2ie/4ftnUKtBTgt7m+G4N9OQgF3VXmf2BIvQXoFLzFSKWGcN8dIjb9hFM/yEGertnn0VERKS7bOX8SOMfIiJy0CkZQkRERPYVY4zvqx1GUFnEpYm/w2VQUd9tERGRLcsSqC5BEBIcO7vl2GmC0CdBxOv7V29Xq/junPNxvh7fOflsPfnRiwKfCBHY7ov5xhjOjhmiEJaqkGQ+KSLJ/PdRCGfHuiuBQ0RERLrLVs6PNP4hIiIHnZIhREREZN8JhscIn3wB2zcIac1P5KQ1bN+g+m6LiIhsVZpgiiXCx57DDozcf3tjMbkeTL6I2ah39UNYF98ri03xnUEf342BQgz5uLuTCUZKhufGDQNFSFIo1/y/A0V4btwwUurefRcREZHucL/zI41/iIjIQffwtSpFREREulAwPIYdGsXNTuJqZUyUx/QPd/WkiIiISDeJznyMcPT4FmKnwUQ5iOIdj7Obxfda1REGkI/YM/F+pGQ43A/TC1BJIBf6ZIi9sv8iIiLSeRr/EBER2ZiSIURERGTfMsZgSoc6vRsiIiJ7kukduO8gugljiHIYu3uFJzeK73EItgtbYtyPMYbB3k7vhYiIiOxlGv8QERFpTckQIiIiIiIiIvJATBBCnN+RdhjbtRcTIURERERERERk5ygZQkRERERERES2xlpMXPDJECIiIiIiIiIiXUyjFyIiIiIiIiJyXybK+ZYY6j8tIiIiIiIiInuAkiFEREREREREZEPd2BJDREREREREROR+lAwhIiIiIiIiIusZg8kVMGHc6T0REREREREREXlgttM7ICIiIiIiIiLdxxR6lQghIiIiIiIiInuWkiFEREREREREZB1jNGQgIiIiIiIiInuXRjZERERERERERERERERERERkX1EyhIiIiIiIiIiIiIiIiIiIiOwrSoYQERERERERERERERERERGRfUXJECIiIiIiIiIiIiIiIiIiIrKvKBlCRERERERERERERERERERE9hUlQ4iIiIiIiIiIiIiIiIiIiMi+omQIERERERERERERERERERER2VeUDCEiIiIiIiIiIiIiIiIiIiL7ipIhREREREREREREREREREREZF9RMoSIiIiIiIiIiIiIiIiIiIjsK0qGEBERERERERERERERERERkX1FyRAiIiIiIiIiIiIiIiIiIiKyrygZQkRERERERERERERERERERPYVJUOIiIiIiIiIiIiIiIiIiIjIvqJkCBEREREREREREREREREREdlXlAwhIiIiIiIiIiIiIiIiIiIi+4qSIURERERERERERERERERERGRfUTKEiIiIiIiIiIiIiIiIiIiI7Cthp3dgpznnAJidne3wnoiIiOx9fX19GGPa8lyK0SIiIu2jGC0iItKd2hWjFZ9FRETap53X0NLd9n0yxNzcHADHjx/v8J6IiIjsfTMzM/T397fluRSjRURE2kcxWkREpDu1K0YrPouIiLRPO6+hpbsZ10gp3aeyLOPGjRvK8KmbnZ3l+PHjXLt2TX/kHaTj0B10HLqDjkN32OpxaGc8VYxupr+F7qDj0B10HLqDjkN3UIzuPP0tdAcdh+6g49AddBy6w27HaMXnZvo76A46Dt1Bx6E76Dh0h05cQ0t32/eVIay1HDt2rNO70XX6+/v1YdwFdBy6g45Dd9Bx6A67eRwUo1vT30J30HHoDjoO3UHHoTsoRnee/ha6g45Dd9Bx6A46Dt1ht46D4nNr+jvoDjoO3UHHoTvoOHQHHQdpsJ3eAREREREREREREREREREREZF2UjKEiIiIiIiIiIiIiIiIiIiI7CtKhjhgcrkcX/ziF8nlcp3elQNNx6E76Dh0Bx2H7qDj0Hk6Bt1Bx6E76Dh0Bx2H7qDj0Hk6Bt1Bx6E76Dh0Bx2H7qDj0Fn6+XcHHYfuoOPQHXQcuoOOg6xlnHOu0zshIiIiIiIiIiIiIiIiIiIi0i6qDCEiIiIiIiIiIiIiIiIiIiL7ipIhREREREREREREREREREREZF9RMoSIiIiIiIiIiIiIiIiIiIjsK0qGEBERERERERERERERERERkX1FyRD71B/+4R/yQz/0Q4yNjWGM4bd+67ea7nfO8TM/8zOMjo5SKBT4gR/4AS5evNiZnd2nvvSlL/Hd3/3d9PX1MTIywg//8A9z/vz5pm3K5TIvvvgiw8PD9Pb28tf/+l/n9u3bHdrj/enf/bt/x7PPPkt/fz/9/f08//zz/K//9b+W79cx6Iyf//mfxxjD5z73ueXbdCx23s/+7M9ijGn6Onv27PL9OgY7T/G5OyhGdwfF6O6kGN0ZitGdpxjdHRSju4NidHdSjO4MxejOU4zuDorR3UExuvsoPneOYrRslZIh9qmFhQXOnTvHL/3SL7W8/1/+y3/JL/7iL/Lv//2/5+tf/zrFYpG/+Bf/IuVyeZf3dP966aWXePHFF/njP/5jfv/3f59arcZf+At/gYWFheVt/sE/+Af8j//xP/jN3/xNXnrpJW7cuMGP/MiPdHCv959jx47x8z//87z66qt885vf5M//+T/PX/2rf5W33noL0DHohG984xv8h//wH3j22Webbtex2B1PPfUUN2/eXP76oz/6o+X7dAx2nuJzd1CM7g6K0d1HMbqzFKM7SzG6OyhGdwfF6O6jGN1ZitGdpRjdHRSju4NidHdRfO48xWjZEif7HuC+8pWvLH+fZZk7evSo+1f/6l8t3zY9Pe1yuZz7tV/7tQ7s4cEwMTHhAPfSSy855/zPPIoi95u/+ZvL27zzzjsOcK+88kqndvNAGBwcdP/pP/0nHYMOmJubc48//rj7/d//fff93//97rOf/axzTn8Pu+WLX/yiO3fuXMv7dAx2n+Jz91CM7h6K0Z2jGN1ZitHdRTG6eyhGdw/F6M5RjO4sxejuohjdPRSju4didGcoPneeYrRslSpDHECXL1/m1q1b/MAP/MDybaVSiY997GO88sorHdyz/W1mZgaAoaEhAF599VVqtVrTcTh79iwnTpzQcdghaZry67/+6ywsLPD888/rGHTAiy++yF/5K3+l6WcO+nvYTRcvXmRsbIzTp0/zYz/2Y1y9ehXQMegGis+doxjdeYrRnacY3XmK0d1LMbpzFKM7TzG68xSjO08xunspRneOYnTnKUZ3luJzd1CMlq0IO70Dsvtu3boFwJEjR5puP3LkyPJ90l5ZlvG5z32OF154gaeffhrwxyGOYwYGBpq21XFovzfeeIPnn3+ecrlMb28vX/nKV3jyySd57bXXdAx20a//+q/zrW99i2984xvr7tPfw+742Mc+xq/8yq9w5swZbt68yc/93M/xZ/7Mn+HNN9/UMegCis+doRjdWYrR3UExuvMUo7ubYnRnKEZ3lmJ0d1CM7jzF6O6mGN0ZitGdpRjdeYrP3UExWrZKyRAiu+DFF1/kzTffbOpXJLvnzJkzvPbaa8zMzPBf/+t/5cd//Md56aWXOr1bB8q1a9f47Gc/y+///u+Tz+c7vTsH1g/+4A8u//+zzz7Lxz72MU6ePMlv/MZvUCgUOrhnIp2jGN1ZitGdpxjdHRSjRdZTjO4sxejOU4zuDorRIuspRneWYnRnKT53D8Vo2Sq1yTiAjh49CsDt27ebbr99+/byfdI+n/nMZ/id3/kdvvrVr3Ls2LHl248ePUq1WmV6erppex2H9ovjmMcee4znnnuOL33pS5w7d44vf/nLOga76NVXX2ViYoLv/M7vJAxDwjDkpZde4hd/8RcJw5AjR47oWHTAwMAATzzxBO+9957+HrqA4vPuU4zuPMXozlOM7k6K0d1FMXr3KUZ3nmJ05ylGdyfF6O6iGL37FKM7TzG6sxSfu5ditGxEyRAH0Pj4OEePHuX//J//s3zb7OwsX//613n++ec7uGf7i3OOz3zmM3zlK1/h//7f/8v4+HjT/c899xxRFDUdh/Pnz3P16lUdhx2WZRmVSkXHYBd9/OMf54033uC1115b/vqu7/oufuzHfmz5/3Usdt/8/DyXLl1idHRUfw9dQPF59yhGdy/F6N2nGN2dFKO7i2L07lGM7l6K0btPMbo7KUZ3F8Xo3aMY3b0Uo3eX4nP3UoyWjahNxj41Pz/Pe++9t/z95cuXee211xgaGuLEiRN87nOf45//83/O448/zvj4OF/4whcYGxvjh3/4hzu30/vMiy++yK/+6q/y27/92/T19S33ISqVShQKBUqlEp/85Cf5/Oc/z9DQEP39/fzkT/4kzz//PN/7vd/b4b3fP376p3+aH/zBH+TEiRPMzc3xq7/6q/zBH/wBv/u7v6tjsIv6+vqWewg2FItFhoeHl2/Xsdh5P/VTP8UP/dAPcfLkSW7cuMEXv/hFgiDgb/2tv6W/h12i+NwdFKO7g2J0d1CM7g6K0Z2nGN0dFKO7g2J0d1CM7g6K0Z2nGN0dFKO7g2J05yk+dw/FaNkyJ/vSV7/6VQes+/rxH/9x55xzWZa5L3zhC+7IkSMul8u5j3/84+78+fOd3el9ptXPH3C//Mu/vLzN0tKS+/SnP+0GBwddT0+P+2t/7a+5mzdvdm6n96G/+3f/rjt58qSL49gdPnzYffzjH3e/93u/t3y/jkHnfP/3f7/77Gc/u/y9jsXO+9Ef/VE3Ojrq4jh2jzzyiPvRH/1R99577y3fr2Ow8xSfu4NidHdQjO5eitG7TzG68xSju4NidHdQjO5eitG7TzG68xSju4NidHdQjO5Ois+doRgtW2Wcc25n0ixEREREREREREREREREREREdp/t9A6IiIiIiIiIiIiIiIiIiIiItJOSIURERERERERERERERERERGRfUTKEiIiIiIiIiIiIiIiIiIiI7CtKhhAREREREREREREREREREZF9RckQIiIiIiIiIiIiIiIiIiIisq8oGUJERERERERERERERERERET2FSVDiIiIiIiIiIiIiIiIiIiIyL6iZAgRERERERERERERERERERHZV5QMISId94lPfIIf/uEf3tK2f/bP/lk+97nPbbrNqVOn+Nf/+l8vf2+M4bd+67cAuHLlCsYYXnvttW3tq4iIyEGh+CwiItKdFKNFRES6k2K0iEj3UTKEiLS0lZOxdjxmJ3zjG9/gU5/6VKd3Q0REpO0Un0VERLqTYrSIiEh3UowWETnYwk7vgIhIux0+fLjTuyAiIiJrKD6LiIh0J8VoERGR7qQYLSLy8FQZQkTW+cQnPsFLL73El7/8ZYwxGGO4cuUKL730Et/zPd9DLpdjdHSUf/SP/hFJkmz6mDRN+eQnP8n4+DiFQoEzZ87w5S9/+aH2L0kSPvOZz1AqlTh06BBf+MIXcM4t37+2fJiIiMh+oPgsIiLSnRSjRUREupNitIiIqDKEiKzz5S9/mQsXLvD000/zz/7ZPwMgTVP+8l/+y3ziE5/gv/yX/8K7777LT/zET5DP5/nZn/3Zlo85fPgwWZZx7NgxfvM3f5Ph4WG+9rWv8alPfYrR0VH+xt/4G9vav//8n/8zn/zkJ/mTP/kTvvnNb/KpT32KEydO8BM/8RNt+xmIiIh0G8VnERGR7qQYLSIi0p0Uo0VERMkQIrJOqVQijmN6eno4evQoAP/kn/wTjh8/zr/9t/8WYwxnz57lxo0b/MN/+A/5mZ/5mZaPAQiCgJ/7uZ9b/n58fJxXXnmF3/iN39j2SeLx48f5hV/4BYwxnDlzhjfeeINf+IVf0EmiiIjsa4rPIiIi3UkxWkREpDspRouIiNpkiMiWvPPOOzz//PMYY5Zve+GFF5ifn+f69eubPvaXfumXeO655zh8+DC9vb38x//4H7l69eq29+V7v/d7m/bj+eef5+LFi6Rpuu3nFBER2YsUn0VERLqTYrSIiEh3UowWETlYlAwhIjvq13/91/mpn/opPvnJT/J7v/d7vPbaa/ydv/N3qFarnd41ERGRA0vxWUREpDspRouIiHQnxWgRkb1JbTJEpKU4jpsyUD/ykY/w3/7bf8M5t5yt+vLLL9PX18exY8daPqaxzfd93/fx6U9/evm2S5cuPdS+ff3rX2/6/o//+I95/PHHCYLgoZ5XRESk2yk+i4iIdCfFaBERke6kGC0icrCpMoSItHTq1Cm+/vWvc+XKFe7evcunP/1prl27xk/+5E/y7rvv8tu//dt88Ytf5POf/zzW2paPybKMxx9/nG9+85v87u/+LhcuXOALX/gC3/jGNx5q365evcrnP/95zp8/z6/92q/xb/7Nv+Gzn/1sO962iIhIV1N8FhER6U6K0SIiIt1JMVpE5GBTMoSItPRTP/VTBEHAk08+yeHDh6nVavzP//k/+ZM/+RPOnTvH3//7f59PfvKT/NN/+k83fMzVq1f5e3/v7/EjP/Ij/OiP/igf+9jHmJycbMqe3Y6//bf/NktLS3zP93wPL774Ip/97Gf51Kc+9bBvWUREpOspPouIiHQnxWgREZHupBgtInKwGeec6/ROiIiIiIiIiIiIiIiIiIiIiLSLKkOIiIiIiIiIiIiIiIiIiIjIvqJkCBHpGlevXqW3t3fDr6tXr3Z6F0VERA4cxWcREZHupBgtIiLSnRSjRUS6h9pkiEjXSJKEK1eubHj/qVOnCMNw93ZIREREFJ9FRES6lGK0iIhId1KMFhHpHkqGEBERERERERERERERERERkX1FbTJERERERERERERERERERERkX1EyhIiIiIiIiIiIiIiIiIiIiOwrSoYQERERERERERERERERERGRfUXJECIiIiIiIiIiIiIiIiIiIrKvKBlCRERERERERERERERERERE9hUlQ4iIiIiIiIiIiIiIiIiIiMi+omQIERERERERERERERERERER2Vf+/90ZVhfSUZZkAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 2100.25x500 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x='total_bill',y='tip',data=tips,col='day',hue='sex',palette='coolwarm')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Aspecto e tamanho\n",
    "\n",
    "As figuras de Seaborn podem ter seu tamanho e aspect ajustados com os parâmetros ** ** size ** e ** aspecto **:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.8/site-packages/seaborn/regression.py:580: UserWarning: The `size` parameter has been renamed to `height`; please update your code.\n",
      "  warnings.warn(msg, UserWarning)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1259df850>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2020.25x800 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lmplot(x='total_bill',y='tip',data=tips,col='day',hue='sex',palette='coolwarm',\n",
    "          aspect=0.6,size=8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Se desejar obter mais informações sobre como alterar outros aspectos visuais dos seus plots no seaborn, confira o Notebook sobre o assunto!"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
