{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "82bce820",
   "metadata": {},
   "source": [
    "# Plot TRAPPIST-1 Data\n",
    "\n",
    "This notebook analyzes and plots the data where we have sampled the magma emplacement rate for each of the TRAPPIST-1 planets.\n",
    "\n",
    "*Important*: to generate the data required to run this notebook, run the `generate_T1_data.ipynb` notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "00820cf2-c3a7-4e28-9a38-4c1d82e88596",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.ticker import ScalarFormatter, FuncFormatter\n",
    "import string\n",
    "from scipy.stats import gaussian_kde"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "baf859de",
   "metadata": {},
   "outputs": [],
   "source": [
    "t1_dfs_05wt = np.load(\"sample_full_05wt.npy\",allow_pickle=True)\n",
    "t1_dfs_filtered_05wt = np.load(\"sample_filtered_05wt.npy\",allow_pickle=True)\n",
    "\n",
    "t1_dfs_1wt = np.load(\"sample_full_1wt.npy\",allow_pickle=True)\n",
    "t1_dfs_filtered_1wt = np.load(\"sample_filtered_1wt.npy\",allow_pickle=True)\n",
    "\n",
    "t1_dfs_3wt = np.load(\"sample_full_3wt.npy\",allow_pickle=True)\n",
    "t1_dfs_filtered_3wt = np.load(\"sample_filtered_3wt.npy\",allow_pickle=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e585f59b-c3c5-4954-aab0-4000fe7c5e2d",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "plt.rcParams['font.family'] = 'Gill Sans'\n",
    "plt.rcParams['xtick.labelsize'] = 12\n",
    "plt.rcParams['ytick.labelsize'] = 12\n",
    "\n",
    "col_dots = \"#172713\"\n",
    "col_earth = \"#009465\"\n",
    "col_mars = \"#cb2f43\"\n",
    "col_io = \"#59256a\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "066b8ff0-da8d-42a9-be75-9094760351b2",
   "metadata": {},
   "source": [
    "## Figure 3: TRAPPIST-1c correlation plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "efb9403a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:105: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_y = np.log10(t1c_df_05wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:109: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_y = np.log10(t1c_df_1wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:113: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_y = np.log10(t1c_df_3wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:122: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_y = np.log10(t1c_df_05wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:126: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_y = np.log10(t1c_df_1wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:130: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_y = np.log10(t1c_df_3wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:163: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_x = np.log10(t1c_df_05wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:166: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_x = np.log10(t1c_df_1wt[\"H2O_flux\"].to_numpy().astype(float))\n",
      "/var/folders/rp/1t2jxnf13n73yz7txwmmxsqh0000gn/T/ipykernel_6781/3805403538.py:169: RuntimeWarning: divide by zero encountered in log10\n",
      "  var_x = np.log10(t1c_df_3wt[\"H2O_flux\"].to_numpy().astype(float))\n"
     ]
    },
    {
     "data": {
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GcHV1lY6rrpiYGMybNw+Ojo4wMTGBqakpGjVqhK+//jrHkd8hISEYOHAgqlatKl1XHTp0gK+vb45P3GWPOzo6GpMnT0aVKlVgYmKCzz77TOUizCdPnoSbmxtSUlLw9OlThfPYpEkTpfqXLl3CgAEDYGNjA319fVSvXh0TJkxAeHi4Ul1vb2+pLQA4fPgwWrduDWNjY1SpUgVTpkxBTEyMwj7yBLr8vRkxYoRCTEFBQbmc6ZJx69YtaUT1p59+qrLOJ598In1/8eLFEokruy+++AIymQzm5uZSrNklJCTAzMwMMpksx5sNbdu2hUwmQ/Xq1ZGRkYFt27ZhzJgxEELg7NmzCu+LfPqZWbNmwdjYGJcvX4aDgwNMTEwwcOBAJCcno1OnTnBxccHevXtx8OBBdOzYUeX0YUREpEGCyrzY2FgBQFhYWGg6FCIqRlZWVsLIyEhYWVlpOhQqZvLP9djYWE2HQkUoKSlJhIWFiaSkpDzrdu/eXTg7O4vu3buXQGQlryT6B0AAEO3atZO2DR06VNo+fPhwUadOHQFAyGQycfjwYSGEEI8fP5bqeHh4SPveuHFDmJmZSWXvf61evVrh+MeOHRNaWloCgGjSpIlISEhQKN+7d6+0b7NmzdS6LnJz5swZqb0lS5YICwsLpRhr1aoloqOjxfLly6XYsn+1adNGpKenS22eOHFC6OnpqeyvlpaWCAoKUoqjevXqAoDo1auXaNq0qcp9Z8+eLdW/fv26yljlX2ZmZlJdDw8PAUBUr15d6bh//PFHju+Ptra28Pf3V/tcjho1SgAQRkZGIjo6Wqn8008/ldo+duyYUvm0adOk4z579kw8f/5cVK1aNcc+fvPNN9K+0dHRwtnZOce6AMT169el+mFhYbm2/cMPPyjFJy+bN2+e8Pf3V7oWbGxsRGpqqlrn6tatW6JKlSo5Hj/7z5AQQqSkpIiRI0fm2r+mTZuK58+f5xj38OHDRY0aNZT2k8lkYtOmTVL9kydPCgMDgxyP4+joqND+ihUrhEwmU1nXyspK/P333wr1582bJ5X7+Pio3K9evXri3bt3QgghkpOThaura659DwwMVOu8Fyc/Pz8pnpx+bp4/f67wfqhD/vMLQOjo6IiKFSuKzz//XBw6dCjfMZ47d05qa+PGjUrlmzZtksoHDhyoVH7r1i2pfPHixWLbtm0qPxPlX71791Y4ds2aNRXK+/fvL2JjY8Xbt2+FtbW1MDY2Fo8ePcp3v1TJz98ORESUOybRSUq26OrqajoUIipGTKKXHUyif5yYRP8/mkqiJyYmCicnJ6UEybx586Q6OSXRfX19paTYokWLxO7du8W8efOEiYmJACBMTU2VEuVLly6V2urXr5/IzMwUQghx+/ZtYWxsLAAIa2tr8ezZs0L3N3sSXSaTicaNG4t169aJrVu3ih49ekhl8v536NBBbN26VaxevVrY2dlJ5bt27ZLanD17tgAgmjdvLpYvXy4CAgLEtGnThI6OjgAg7O3tleKQJ9EBCBMTEzF9+nQREBAg5s+fL8qVKyeArAT83bt3hRBCXL58WQQGBoqBAwcqJBLlX0eOHJHazimJHh4eLiwtLQWQlXSfMWOG8Pf3FytXrhSNGzcWAISBgYG4d++eWufy5s2bUizLli3Lsez95JoQQiQkJAhzc3PpPRdCiFOnTgkAwtbWVnh5eYmAgADx448/CisrK+l8PH36VAghxKNHj0RgYKBYsGCBdIwFCxYonJOYmBjpWPb29lL/Jk6cKHbs2CHWrl0r2rRpI10LISEhCjHK2x00aJAwNTUVU6dOFQEBAWLEiBFCJpOJFStWqHWeoqKiRLVq1aT2unfvLnx9fcXu3bvFd999J2xtbZWS6O7u7lL9Bg0aiKVLl4pffvlFrFixQnzyyScKZXFxcSrjlie1vb29hb+/v5gxY4Z0s8fY2FhERUUJIYQICQkRgYGBwsXFRdon+3k8ffq01Pbx48elBHqtWrXEkiVLREBAgPDx8ZHep3r16omUlBRpn+xJdADC1dVV+Pn5ifXr14sWLVpI22fOnCmEEOLVq1ciMDBQbNy4USqbNGmSQkzh4eFqnfvitGzZMik+VTeJhMj6LJXX6dWrl1rtZk+iv//Vr1+/fCeJ5Z9lDg4OSmXZb+Dp6emJ169fK5SPHTtW+rl58+aNCA4OFoGBgaJhw4YCgGjYsKHC+/LXX38p7J+eni7++usvERwcrJAs//LLLwUAsXLlynz1JTdMohMRFR0m0YlJdKIygkn0soNJ9I8Tk+j/R1NJdCGykuTyhKs88ZWRkaFQriqJvnnzZjF37lyRlpam0F72RPnVq1eV4sieNPTy8hIxMTFS4lNXV1ecPXu2SPqbPYnev39/hWRfZmamQoJy+vTpCvs+e/ZM6OrqCgBiwIAB0nZvb2+xbt06pWN5enpKbb19+1ahTJ5ENzMzE7du3VIoCw4OlvZbvny5Qln2hGROckqiT506VbqRIU/Oy6WkpIgmTZoIAGLMmDE5tv2+tm3bSgnV7NfH+PHjFZJ/2traCqOm5TdbAEjJ61OnTokxY8Yo3WTZt2+fVHf//v0KZdnfzzNnzqiMceXKlQLIGtWr6jqSj3ru3Lmzwvbs8b///p46dUrtUeheXl5SOwsXLlQqT01NFZcuXZJeHz9+XKo/YMAAlceR37gBIGbNmqUy7mrVqimNVF+3bp1UfvDgQYWy3J5gkJMnZFU9NfLw4UPpZln2kdnZr9n58+cr7JOcnCxsbW0FANG4cWOFsuyfMX5+fjnGpCnZb+D8/vvvKutkZGRIdTp27KhWu0FBQWLHjh1i//79Yv369aJv374Ko7+//PLLfMW5detWpZ81IYT466+/lJL0ixcvlspjYmKkm5jvj6Jv166dyt8b6jh8+LAAID799FOFz4zCYhKdiKjocE50kuQ2hycRffhSU1ORkZGB1NRUTYdCRPTBqlGjBvbs2QNtbW3Y2dnB398fWlp5/0k9aNAg+Pj4QEdHR2G7k5OT9L2quXk3bdqEli1bAgAWLFiA1q1b48GDBwCAn3/+OccF7ArD09MTenp60muZTIbu3btLrydMmKBQ39bWFp999hkA4N9//5W2f/vtt0p1gbz7DAB9+vSBg4ODwrYuXbpAX18fAPD48WN1u5OnAwcOAACGDx+OevXqKZTp6elJizcePXpU7TYnT54MIGt+c/kii/Hx8fD39wcAuLm5QUdHBxkZGfD19ZX2W7t2LYCsRWrbtWsHIGv+6E2bNin9ra7OeczN/v37AQCurq4qryMPDw8AwJkzZ5CUlKRUXrt2bYwdO1ZhW6dOnaCrq6vW8ffs2QMAcHZ2luZ+z05XV1daaBEANmzYAACoUKECtm7dqvI4CxcuRPv27QEAvr6+KuecHzFiBKpWraqw7fPPP5e+z++19ejRI2ke+Llz5yq9T3Z2dmjTpg2AnK8hLy8vhdf6+vro0qVLgeJRx/nz5xEUFJSvr2fPnqnVtoGBgfR9Tn9zpqSkSN8bGxur1W7v3r0xbNgw9OvXD+PHj8eBAwdw+vRpaa2fgIAA/Pnnn2q1BQCDBw9GhQoVAABr1qyRtq9fvx4AYGFhgY4dOwLI+hzOzMwEAGzbtg0JCQkAgIkTJ6p9vNzExsZi/Pjx0NfXx5YtW5CamoqZM2fC1tYWBgYGaN68eb4+f4iIqHjo5F2FygouMEr0ccvMzIQQQvongIiICqZTp07YsWMHHBwc1F648v1E0aNHj+Dv76+wUGZGRobSfvr6+ggMDESzZs0QHh6O27dvA8hKBHp6eha8E/lkY2OTa3mVKlUAAHFxcdK29/t8+/Zt7Nq1S0okA6r7nBNtbW1UqFABL1++lJJYhRUXFyclB1etWoVVq1blWDc8PBzv3r1Ta4HuPn36wNbWFs+fP8eaNWvQo0cP7Nq1C+/evQMA+Pj4QFtbG/v378fmzZvh5eWFS5cuSYt+Zk/OvX8e//vvP+zZsyfPaycv8mvp119/lRa3VCU9PR0PHjxQuqnRtm1baGtr5/u4QFbS//79+wAgLbqYF/kClD179oSJiUmO9dzd3RESEoI3b97g/v37qFOnTp5tZ7++83ttyc8jAPTt2zfXujktlJpbTEV1rWc3Z86cHBfMzImfn59aCxhn/0yMjIxUWScqKkr63sLCIl9xZNeuXTssW7ZMupmzb98+6YZeXgwMDDBmzBgsXrwYQUFBePHiBYyNjbF3714AWZ+xLi4u+P333/H48WOcOHEC3bp1w7p16wBk3dxydnYucOzZffvtt3j58iUWLVoEe3t7dO3aFadPn5bKr169is8//xx+fn7SzS0iIip5TKITEZURBgYGyMjIgJaWFlxdXQvdnqWlpcI/8EREZcmXX35ZoP1+++03fP/99wgJCUGLFi3g4uIiJRNzUqlSJXz99deYPn06gKxksre3d4GOX1B5jS6Wj7BXdaN23759+OGHH3D9+nW4uLigTZs22L17d4HikB+nIEljVeLj46XvbWxsYGZmlmv9hIQEtZLo2tra+OqrrzBz5kycOHEC9+/fl0a4tm7dGg4ODvD09MT+/fsRHh6Ow4cPY9++fQCykpBDhw5VavPKlStYuHAhjh49inr16qFr167SCOiCkPfd0tJSGpGbE1UjiuU3TgoiOjpa+j6vGzRy8sRr5cqVc62XfZR5Tknc92V/QiS/11b2a8jOzi7XnxVLS0u1283tZ6o0q1u3rvR9TqPoHz16JH1fv379Qh2vf//+UhJd/pSOur766issXboU6enp2LBhAywtLZGUlASZTIZx48ahVq1asLOzw6NHj7BhwwZoa2tLT9tMmjSpUHHL/f7779i8eTOaNm2K//3vf9i0aRNOnz6NypUrY9OmTahVqxaWL18OX19fTJw4ET169Mjz55WIiIoHk+hERGVE1apVER0dDS0tLURERGg6HCKiMsfLywsLFy5Ey5YtcfXqVTg7OyMkJASbNm3Kdb87d+5g/vz50uuMjAwMHjwYp0+flqY3KY2EEPDw8MDOnTvRo0cPBAQEoG7duti2bVuBk+hFzcrKCjKZDEIIfPfdd5gyZUqRtT1mzBj4+PggOTkZI0aMwK1btwAA48ePBwC0b98eDRo0QFhYGBYvXoybN28CAEaOHKk0JcimTZvw1Vdfwd7eHidOnEDHjh3x5MkTLF++vMDxWVtb4+XLlxg2bBh+/vnnfO+f2+j1vGS/EfH69Wu19jE3N0dERESef8P8999/0vd53RQpCtbW1tL3Bw8ehKOjY7Efs7BCQkKKrW1HR0fo6OggPT0df/31l8o6Fy5ckL6XT1dVUNlvgOT3mqxatSr69OmD/fv3w9fXV7peOnbsiNq1awMAxo0bhxkzZuDo0aPStWdjY4P+/fsXKm4g66bcmDFjoKOjg61bt0JHR0caCb9ixQr06NEDQNZURhcuXMCdO3cQHBwMd3f3Qh+biIjyj3OiExGVEQ0bNkT9+vVRt25dWFtbF/hLnbl/iYhI0enTp7Fw4UIYGBjg5MmTak8DEBsbCzc3N8THx0NfX1+aLuLChQsYM2ZMcYZcaH5+fti5cyeqVauGoKAghRGqRS3776b8jCTW1dWV5kE/fvx4kcZkaWkpPbEgn6u5QoUKCsm3r776CkDWKPPU1FRoaWlJ2+Tu3buHiRMnIiMjA4cPH5bmac6NOuejcePGAICTJ0+qnDu8OJmamqJatWoAshLP6pDPj37kyBGVc7TL/fLLLwCyEujqTOWSF/m5zOk8NmzYUKpT1NdQbvHkFpMmmZqawsXFBUDWkzeqngaQz4dvbW2N1q1bF+p4hw8flr6XJ77zQ75+QUREhPRUUPa1HEaNGiU9zSm/KTBu3DiVTxzkda28b+bMmXj8+DG+++476eZLeHg4AKBBgwYK7co/p168eJGv/hERUdFhJoQkly5d0nQIRFSMNm7ciH379mH//v0IDg4u8BcfISUiyj/5onA6OjoKo8dzW+xZCIEhQ4ZIiZ01a9Zg37596NmzJwBg586d+OGHH4ox6sKR99nAwEBhtGhxLHCdfd7we/fuKZTJ5yHPyZAhQwBkJUA3b96ssk5sbCy+//77fMf1/pQPI0eOVHj/3d3dFeb3dnV1Ra1atRT2OXnyJNLS0gAo9jO386jO+ZD3OywsDHPnzlXZTnJyMhYuXFgs79mAAQMAAKGhoSoXFgUUF6CUT9nx6tUrjBo1Sjon2a1YsQLBwcEAshaKfX8h34KQn8vXr18jNjZWoSw+Ph6VKlVChw4dAACLFi1CaGioynYePHiQ51Mn+YkHyP+1XlLkc/qnpKQovbc7duyQ5v6fPHlynvPqJyQkwM/PT+W0Nrdv38bUqVOl1/369ct3rG3atEGTJk2k15UrV0avXr2k15aWlvjiiy+k17q6uhg3bpzKtuTvzYMHDxQS6UIIpbnt//zzT6xduxYNGjTAnDlzpO0VK1YEkHUDQi4hIUFK4Ks7/RERERU9JtFJkpycrOkQiKgY9e/fH+3atSuSx0+JiCh/DAwMAGQl3fr16wd/f394e3tj8ODBUp2goCCMGDFCWpxz7ty5UiJ63LhxGD16NLS0tBAQECAt8jhr1iwcOnRIaiMtLQ09e/ZEuXLlsGDBgpLqnkryPv/777/w8PCAv78/pk+fjq+//lqqs3PnTrUWK8yLk5OT9L27uzt27NiBVatWoXv37jkmiOWmTJkCOzs7AFlTsPTs2RObNm3C/v37sW7dOgwbNgxVqlTB6tWr8x1XkyZN0KZNGwBZU03IE8Fy5cqVw7Bhw6TX2RcUlZOfRyArSbhz5078+OOPCiPSf/vtN0ydOhVhYWEAsualNjQ0BAB4e3tj7dq12Lx5M0aOHInOnTsDAAYNGoRPPvkEALBw4UK0adMGa9aswf79+7Fp0yaMHTsWVatWhZeXV7HMyz19+nQpIbho0SK0bNkSy5cvx759+7BmzRp4eHgojCz+/PPPpcT77t274ejoiCVLlmDfvn3YsGEDunTpIiVU7e3tMW/evCKJU35tpaWlYcCAAfD398dPP/2ETz/9VLrp8tNPP0FPTw9xcXH49NNPMXbsWOzcuRO//PILli5diu7du6Nu3boKi0UWlKWlJWxtbQEA69atw5IlS7B9+3ZMmjQJDRs2LHT7RaFXr17o1KkTgKxBHEOGDEFAQAC+++476Qkae3t7hc8CABg9ejRMTEwUktRpaWkYOXIk6tSpg9mzZyMgIAC7du3C+PHj0aJFC2mKlYEDB6q9qOj7st/sGj16tNLNl+yLOPfr1w+VKlVS2Y78Wnn16pXU50WLFqFx48Y4deqUVC85ORmjRo0CAGzZskXhxpr8RsCMGTMwd+5cbNu2DZ07d8bLly9hYGBQJOsaERFRwXBOdCIiIqKP1Nu3bz/Kf7jfvn2r6RDybeDAgViyZAnS09Nx9OhRKTnerVs3aQqIlStXQkdHB6tXr8ahQ4ekkc+ffPIJVq1aJbVVrlw5HD58GC1btsTr168xdOhQnD9/Ho6Ojrh165bU9tKlS+Hl5VXCPf0/8iQSkDX6dMeOHZDJZOjcuTNOnjwJIOtGgXzkZWHIFyw9d+4crl27Bg8PD6ksr2lkTExMcOjQIXTr1g0vX75UeH+ya9asWYFimzRpEs6dO4cuXboojTIHsqZ0Wb9+PerUqYMuXboolffs2RNmZmaIjY3FX3/9JY1I7dKlC16+fAkhBPz9/QH832htExMTTJs2Dd9//z3evHmjkJyXTxuhra2NvXv3olu3brhz5w7Onz+P8+fPKx3f3t6+SEZ0v8/a2hrBwcHo1asXXrx4gcuXL+Py5csKdd6f03z79u2QyWTYu3cv7t69ixkzZii126RJEwQGBsLc3LxI4vziiy+wZMkS3Lt3D6dOnVJIhspHKDs6OmLHjh1wd3dHSkoKfH194evrq9SWfEqOwvLy8sLYsWORkJCgcA5KYg54de3evRvt27fHnTt3EBAQIH0WAFmjqYOCghRG1UdGRmLLli0AstYAWLx4MSwsLKTyhw8fYtGiRSqP1bNnT2zdurXAsX755ZeYPn06YmJiVE6T1aJFCzg7O+PatWu5Lig6btw4bNy4EREREfjll1+kqYXeN2/ePNy7dw9Tp05Fq1atFMq++uor7Nu3DxcuXFC6Ebp8+XKORCci0iCORCdJ9kdJiejjc+3aNfzzzz+4du2apkMhohKSmZkpLcT3MX0Vx6jY4ta4cWMEBgaiUaNGMDAwgJOTEwICAqRF4oyMjNCqVSuEhITgxYsXcHd3hxACNjY22L9/P/T09BTaq169OoKCgmBgYID4+Hj06tULr1+/hoODA7p16wZjY+MiXSSzIFxdXbFlyxbY29vD0NAQn332GY4fPy4lrI2NjdGpU6ciGZ0rk8kQHByMadOmoUqVKtDT04OdnR1Gjx6tML9xTho1aoTQ0FDMmTMHjRo1gqmpKfT09FClShX07t0be/fuLXCcbm5usLW1lRYUVXXstm3bwtPTU+XCiJUqVcKxY8fQokULGBoaol69eli9ejWOHTuG7777DsbGxnBwcMChQ4dQv359ab8FCxZg3bp1aNCgAXR1dVGpUiX07NkTP/30k1SnatWquHDhAn788Uc4OTnB3Nwcurq6qFixIrp27YrNmzfjzp07xZJEB7JG7t6+fRvff/89mjdvLp33qlWrolu3bkpJU0NDQ/zyyy84evQoevfujYoVK0JXVxeWlpbo2LEjNm/ejMuXL6NGjRpFFqOJiQn++OMPjBo1CtbW1jAwMECdOnUwdepUhaf7Bg4ciKtXr2LEiBGwt7eHgYEBjIyMULt2bYwcORIXL16Et7d3kcQ0ZswY7N27F87OztDX14eVlRU6dOigMnGvKRUqVMClS5fg5eWF2rVrQ19fH1WrVsWECRMQGhqqNGre0tISHh4eMDIywvDhw6UEevny5REaGooZM2agRYsWsLGxga6uLqytrdGjRw/s27cPv/76q9JivPlhYGAgPYVStWpVlXU8PT3h5OSETz/9NMd2qlSpgosXL2LAgAEoX748jIyM0KhRI8ydOxft2rUDkPX3+LJly2BnZ4eFCxcqtaGnp4eTJ09i2rRpqFSpEvT09ODk5IQDBw6o9VlGRETFRyZKehUZKnXi4uJgZmYGS0vLD3JkFxGpx9raGgkJCTA2NpYefS0IV1dXRERESCPIqPSRf67HxsbC1NRU0+FQEUlOTsbjx49Rs2ZNhekdVBk2bJjKxdw+NpaWlti5c6emwyAiIiqV8vO3AxER5Y7TuZRha9euxdq1a0vlqu5EVPSMjIyQkZFRqJE6RPRhYGKZiIiIiIio6HA6lzLM09MTYWFhuHLliqZDIaIS0KBBA9SsWRMNGjTQdChERERERERERB8MjkQnSVpamqZDIKISIF9ocNmyZQpzp547dw6LFy/Oc//Q0NAc54skIiIiIiIiIvrYMIlOkqSkJE2HQEQlQL7Q4Ps3zlJSUtSaKz01NbW4QiMiIiIiIiIiKnWYRCciKiMsLS0VXuvq6iq81tfXh7W1dZ7tvHjxokjjIiIiIiIiIiIqzZhEJ0nlypU1HQIRFaNmzZohLi4OpqammDJlilJ5mzZt0KZNmzzbcXV1VWvEOhERERERERHRx4ALi5Kkdu3amg6BiIrRiRMncOjQIZw4cULToRARERERERERfTA4Ep2IiPLlyZMniI2NRWJioqZDISIiIiIiIiIqdkyiExGVEevXr0dGRga0tbUL1c7bt2+RkJCgtDApEREREREREdHHiEl0kjAhRvRxq169uqZDICIiIiIiIiL64HBOdJJcuHBB0yEQERERERERERERlSpMohMRERERERERERER5YBJdJJoafFyIPqY3bp1C4cPH0azZs3g5+enVD5s2DC4urpi2LBhSmV+fn5wdXWFq6sr0tPTSyJcIiIiIiIiIqJSgXOil2Fr167F2rVrkZGRAQAwMTHRcEREVJy+++47REREAAASEhKUyiMjI6Xy9yUkJEhlQojiC5KIiIiIiIiIqJRhEr0M8/T0hKenJ+Li4mBmZqbpcIiomFlaWkrfGxsb51ievV72+tbW1gCAR48eFVOERERERERERESlj0xwSGGZJ0+iW1pa4u3bt5oOh4hKOWtrayQkJMDY2DjHkeukWfLP9djYWJiammo6HCoiycnJePz4MWrWrAkDAwNNh0NERESlHP92ICIqOpwEm4iI8iUjIwOZmZnSVFBERERERERERB8zTudCkqSkJE2HQEQfgOTkZKSnpyM5OVnToRBRPmzatAlBQUF51mvatCkWLlyosG38+PF49uxZnvuOHj0affv2lV6/ffsW7u7uasW3fv16VK9eXXp9/PhxrFq1Ktd9LC0tsXPnTrXaJyIiIiIiKigm0UmSlpam6RCI6AMgn09d1bzqRFR6xcfHqzUFU0xMjNK2qKgotfZ9/4Z8Zmam2tM+vf90S3JyMqeMIiIiIiKiUoFJdCIiypcKFSpAV1eXCxITlWKurq6IiIiAtbU1goODAQAmJibSAsG5KV++vNI2CwsLxMfH57mvoaGhwmstLS21jgkA2traCq8NDAxy3Pft27fIzMxUq10iIiIiIqLCYhKdJI6OjpoOgYg+ADVq1JCSc0T04Rg7dizGjh1boH03bNhQoP0qVKggJfHzq1u3bujWrZvKsmHDhiEyMhKWlpYFalsdMpkMAFC5cmVcu3YNNjY2au134MAB9O/fHwDg4eGBbdu2FVeIlE/Dhw/H9u3bUb16dTx58kTT4RCVGe3bt8fZs2cBAEIIDUeTPykpKVi4cCF27dqF8PBw1KxZExMmTMDkyZOl3xPZHT9+HN27d8enn36Kc+fOQUuLy9AREX0smEQniaqRZ0RERESlTUnOgx4eHo7+/fvjzJkz0NXVzbXunTt3MHz48JIJjIiIilV6ejp69OiB33//Xdp27949fP3117h16xa2bNmiUP/du3cYN24c9PX1sWXLFibQiYg+MvxUJyKifLl58ybu37+PmzdvajoUIqIS8eeff2Ly5Mm51omNjYWbm5ta094QEVHpt337dvz+++/Q09PD//73P/j7+2P8+PGQyWTYunUrzpw5o1B/+vTpePbsGebNm4d69eppKGoiIiouTKITEVG+pKWlIT09nYsRE1GZsmHDBmzevFllWWZmJoYMGYL79++XcFT0vmvXrmk6hFIlMjKSU9cUkatXr2o6BAXJycm4c+eOpsP4KOT03h49ehQAsHDhQixZsgRffvkl1q9fjwkTJgAAjhw5ItUNCQnBxo0b4eTkhP/973/FHzQREZU4TudCkufPn2s6BCL6ALx79w5paWlc1I+IyoS6desiOjoaERER8PT0hIODA1q2bKlQZ+7cuVKypU2bNjh37pwmQi3zrl27hs6dOyMqKkrToZQKUVFR6NSpE37++WfUqFFD0+F80I4dO4apU6fin3/+0XQoALIS6L1798bgwYPRsGHDfO9//vx5vH37Nl/7NG3aFNWqVcv3sUq73N7bpKQkAED16tUVtstfJyYmSvVGjx4NbW1tbN26FTo6TLMQEX2M+OlOkkePHmk6BCL6AGRmZkIIwSQ6EWnMokWLEBsbCzMzM8yaNatYj2VjY4ONGzeiU6dOSE1NRd++fRUWGg0KCsKiRYsAAA4ODtiwYUOBklpUOKGhoejcuTOio6M1HUqpIE+g37hxQ9OhfPCOHz8ONzc3tRcXLm4pKSno06cPTp48icGDBxeojTlz5kgLfarLz8/vo1vzIa/3tnnz5jh+/Dhmz56NatWqwdHREefOncPSpUsBAC1atAAAzJ49Gw8fPsTs2bPRpEmTkgqfiIhKGKdzISIiIqIPyvnz5/H777/j/PnzJXK8du3aSUkT+UKjaWlpuHv3Ltzd3SGEQPny5XHw4EEYGRnl2M7Tp08xYcIE2NnZwcDAAGZmZnBxccGhQ4cU6t27dw/ly5eHTCaDjY1Njk8LTp8+HTKZDDKZrNDJrZCQEKmtkJAQvHz5EsOGDYO5uTmsrKzg4eGBV69eSfVPnz4NFxcXmJiYoFKlSpgyZYrK+eBv376NYcOGwdbWFvr6+rC0tETPnj1zHK1fo0YNqT9JSUnw8vKCnZ0djIyM4OTkpHJR2Rs3bigk0OX9kMlkKF++vNrn4MWLF5g4caL0/lhZWaFv3764cuWK2m1ERkbCyMgIMpkM48aNU1ln586dkMlkqFWrFoQQSuUPHz6ElpYWZDIZZs+eDQB4+/Ytpk+fjvr168PQ0BAmJiZo1aoV/Pz8lNqIjo5G586dcf36dQCAi4uLwjl5P7EeFRWFmTNnSm1bWFiga9euOHHihMr45e14e3sDAH799Vc0bNgQxsbGcHV1lY6rrpiYGMybNw+Ojo4wMTGBqakpGjVqhK+//jrHkd8hISEYOHAgqlatKl1XHTp0gK+vL9LT0/OMOzo6GpMnT0aVKlVgYmKCzz77DMHBwUr7nDx5Em5ubkhJScHTp08VzqOqZOmlS5cwYMAA2NjYQF9fH9WrV8eECRMQHh6uVNfb21tqCwAOHz6M1q1bw9jYGFWqVMGUKVMQExOjsI88gS5/b0aMGKEQU1BQUC5n+sMl/6zT0dFR+XkohEDt2rUhk8mwfft2lW24u7tDJpPB2NgYMTExar23kyZNgo2NDR48eIBPPvkERkZG6Nq1K96+fYuGDRviyy+/xF9//YWVK1eifv368PLyKs7TQEREmiaozFqzZo2oX7++qFOnjgAgTExMNB0SEX0ArKyshJGRkbCystJ0KJSD2NhYAUDExsZqOhQqQklJSSIsLEwkJSXlWbd79+7C2dlZdO/evQQiK3kl0T8AAoBo166dtG3o0KHS9uHDh0t/Q8lkMnH48GEhhBCPHz+W6nh4eEj73rhxQ5iZmUll73+tXr1a4fjHjh0TWlpaAoBo0qSJSEhIUCjfu3evtG+zZs3Uui5yc+bMGam9JUuWCAsLC6UYa9WqJaKjo8Xy5cul2LJ/tWnTRqSnp0ttnjhxQujp6ansr5aWlggKClKKo3r16gKA6NWrl2jatKnKfWfPni3Vv379uspY5V9mZmZSXQ8PDwFAVK9eXem4f/zxR47vj7a2tvD391f7XI4aNUoAEEZGRiI6Olqp/NNPP5XaPnbsmFL5tGnTpOM+e/ZMPH/+XFStWjXHPn7zzTfSvtHR0cLZ2TnHugDE9evXpfphYWG5tv3DDz8oxScvmzdvnvD391e6FmxsbERqaqpa5+rWrVuiSpUqOR4/+8+QEEKkpKSIkSNH5tq/pk2biufPn+cY9/Dhw0WNGjWU9pPJZGLTpk1S/ZMnTwoDA4Mcj+Po6KjQ/ooVK4RMJlNZ18rKSvz9998K9efNmyeV+/j4qNyvXr164t27d0IIIZKTk4Wrq2uufQ8MDFTrvJe0du3aSTEWxJMnT4S2trYAIGbOnKlUfvLkSan9li1bKpW/efNG6OvrCwBi3Lhx+Xpvw8LChKOjo0J5+/btxcuXL0VycrKoX7++0NLSEhcvXixQ34pbfv52ICKi3DGJTlKyxdLSUtOhENEHgEn00o9J9I8Tk+j/R1NJ9MTEROHk5KSUcJk3b55UJ6ckuq+vr5QUW7Rokdi9e7eYN2+eMDExEQCEqampUqJ86dKlUlv9+vUTmZmZQgghbt++LYyNjQUAYW1tLZ49e1bo/mZPostkMtG4cWOxbt06sXXrVtGjRw+pTN7/Dh06iK1bt4rVq1cLOzs7qXzXrl1Sm7NnzxYARPPmzcXy5ctFQECAmDZtmtDR0REAhL29vVIc8iQ6kDXAY/r06SIgIEDMnz9flCtXTgBZCfi7d+8KIYS4fPmyCAwMFAMHDlRIJMq/jhw5IrWdUxI9PDxcWFpaSkn3GTNmCH9/f7Fy5UrRuHFjAUAYGBiIe/fuqXUub968KcWybNmyHMsAiN69eyuUJyQkCHNzc+k9F0KIU6dOCQDC1tZWeHl5iYCAAPHjjz8KKysr6Xw8ffpUCCHEo0ePRGBgoFiwYIF0jAULFiick5iYGOlY9vb2Uv8mTpwoduzYIdauXSvatGkjXQshISEKMcrbHTRokDA1NRVTp04VAQEBYsSIEUImk4kVK1aodZ6ioqJEtWrVpPa6d+8ufH19xe7du8V3330nbG1tlZLo7u7uUv0GDRqIpUuXil9++UWsWLFCfPLJJwplcXFxKuOWJ7W9vb2Fv7+/mDFjhnSzx9jYWERFRQkhhAgJCRGBgYHCxcVF2if7eTx9+rTU9vHjx6UEeq1atcSSJUtEQECA8PHxkd6nevXqiZSUFGmf7El0AMLV1VX4+fmJ9evXixYtWkjb5UnjV69eicDAQLFx40apbNKkSQoxhYeHq3XuS1phk+hCCOHm5ia9D8nJySrL5F/ZbxQJIcSiRYuksr///jtf760QQmRmZorQ0FBx9OhRERYWJm2fNWuWACCmTp1a4H4VNybRiYiKDpPoxCQ6EeULk+ilH5PoH6f8/CN89epVceHCBXH16tUSiKzkaSqJLkRWklyecJUnvjIyMhTKVSXRN2/eLObOnSvS0tIU2sueKFf1fmVPGnp5eYmYmBgp8amrqyvOnj1bJP3NnkTv37+/QrIvMzNTIUE5ffp0hX2fPXsmdHV1BQAxYMAAabu3t7dYt26d0rE8PT2ltt6+fatQJk+im5mZiVu3bimUBQcHS/stX75coSx7QjInOSXRp06dKt3IkCfn5VJSUkSTJk0EADFmzJgc235f27ZtpYRq9utj/PjxCsk+bW1thVHT8pstAKTk9alTp8SYMWOUbrLs27dPqrt//36Fsuzv55kzZ1TGuHLlSgFA6OjoqLyO5KOeO3furLA9e/zvv7+nTp1SexS6l5eX1M7ChQuVylNTU8WlS5ek18ePH5fqDxgwQOVx5DduAIhZs2apjLtatWpKI9XXrVsnlR88eFChLLcnGOTkN5dUPTXy8OFD6WZZ9icasl+z8+fPV9gnOTlZ2NraCgCicePGCmXZP2P8/PxyjKk0KYok+unTp6U2tm3bJm1/8eKFdGNO/jVu3DipPD09Xfpcad++vUKb6ry3Obl+/brQ0dERdnZ2Su95acIkOhFR0eGc6EREREQfGWdnZ3zyySdwdnbWdCgfnRo1amDPnj3Q1taGnZ0d/P39oaWV95/UgwYNgo+PD3R0dBS2Ozk5Sd8nJiYq7bdp0ya0bNkSALBgwQK0bt0aDx48AAD8/PPPaNu2bWG6o5Knpyf09PSk1zKZDN27d5deT5gwQaG+ra0tPvvsMwDAv//+K23/9ttvleoCefcZAPr06QMHBweFbV26dIG+vj4A4PHjx+p2J08HDhwAAAwfPhz16tVTKNPT05MWbzx69KjabU6ePBlA1vzmx44dAwDEx8fD398fAODm5gYdHR1kZGTA19dX2m/t2rUAshapbdeuHQDgk08+waZNm5Tm21fnPOZm//79AABXV1eV15GHhwcA4MyZM0hKSlIqr127NsaOHauwrVOnTtDV1VXr+Hv27AGQ9Xkln/s9O11dXWnhRgDYsGEDAKBChQrYunWryuMsXLgQ7du3BwD4+vqqnHN+xIgRqFq1qsK2zz//XPo+v9fWo0ePpHng586dq/Q+2dnZoU2bNgByvoben0tbX18fXbp0KVA86jh//jyCgoLy9fXs2bMijyM/XFxc0KhRIwDAmjVrpO3yefB1dHTg5uYGAPD398e7d+8AAEeOHMHTp08BZM1xXhTS09MxYsQIZGRkYPPmzTAwMMCSJUtgb28PfX19NGrUCNu2bSuSYxERUemhk3cVIiKi/5OSkoL09HSkpKRoOhQiIo3o1KkTduzYAQcHB7UXrjQ2NlZ4/ejRI/j7+ysslJmRkaG0n76+PgIDA9GsWTOEh4fj9u3bALISgZ6engXvRD7Z2NjkWl6lShUAQFxcnLTt/T7fvn0bu3btkhLJgOo+50RbWxsVKlTAy5cvkZCQoPZ+uYmLi5OSg6tWrcKqVatyrBseHo53796hXLlyebbbp08f2Nra4vnz51izZg169OiBXbt2SYk9Hx8faGtrY//+/di8eTO8vLxw6dIladHPiRMnSm29fx7/++8/7NmzJ89rJy/ya+nXX3+VFrdUJT09HQ8ePFC6qdG2bVtoa2vn+7hAVtL//v37ALLOlTouXrwIAOjZsydMTExyrOfu7o6QkBC8efMG9+/fR506dfJsO/v1nd9rS34eAaBv37651s1podTcYiqqaz27OXPm4OzZs/nax8/Pr9ALGBfWpEmTMG7cOFy9ehWXLl1Cs2bNsHnzZgBA79694ePjg8DAQMTHx2PXrl2YMGGClHC3tbVF7969iySOH3/8ETdu3MDYsWPh4uICDw8P7NixQyq/c+cORowYgefPn3OxUSKijwhHopNE/kc9EVFecvtnm4ioLPjyyy+Vkorq+O233+Di4oJatWrhyJEjcHFxyXOfSpUq4euvv5Zea2trw9vbO9/HLoy8RhfLR9hnZmYqle3btw/Ozs5o3Lgxrly5Io3KLQj5cQqSNFYlPj5e+t7GxgZ169bN9UvdhKa2tja++uorAMCJEydw//59rF+/HgDQunVrODg4SDdBwsPDcfjwYWkUevny5TF06FClNq9cuYLevXvD1tYWW7ZsUevaUafvlpaWefY7NTVVaX/5jZOCiI6Olr7P6waNXFRUFACgcuXKudbLPso8MjJSrbazPyGS32sr+zVkZ2eX63m0tLRUu93cfqbKqqFDh8Lc3BwAsHr1avz66694+fIlgKwnZBo2bCg9wbFhwwbcu3cPv//+u1Re0Js+2YWFhWHBggWoWrUqli5diuDgYOzYsQOmpqYICAjAvXv3pMS5t7c3wsLCCn1MIiIqHZhEJ4mqxx2JiN6nr68PbW1t6ZF6Iip9rl27hosXL+LatWuaDoWy8fLyQufOnZGUlCSNpJRPFZKbO3fuYP78+dLrjIwMDB48uNQ/ESSEgLu7O7744gtUqlQJd+/exe+//y5NU1EaWFlZSTeGv/vuO/zzzz+5fqmb8AWAMWPGwMDAAEIIjBgxArdu3QIAjB8/HgDQvn17NGjQAACwePFiaVqZkSNHKk0JsmnTJnzyySe4d+8eTpw4gdu3bxd6agpra2sAwLBhw/Lst6qpoQpzQz37aP7Xr1+rtY88eRoREZFrvf/++0/63szMrADR5Y/8PALAwYMHcz2PJ0+eLPZ41BESEgKRtT6a2l+aHoUOAEZGRhg1ahSArJtzixcvBpA1tVCHDh0AQLp5devWLYwaNQpCCOjr62PMmDGFPn5mZiZGjRqFlJQUbNiwAaampti7dy+ArNH9gwcPRp06dTB//nx0794dmZmZ0rRJRET04WMSnSRFcWeeiD5+dnZ2qFKlCuzs7DQdChHlwMvLC5MmTeJj5KXI6dOnsXDhQhgYGODkyZNqz1cfGxsLNzc3xMfHQ19fX5ou4sKFC0WSFCpOfn5+2LlzJ6pVq4agoCDUrVu32I6VfV76/Iwk1tXVleZBP378eJHGZGlpiS+//BIA8OeffwLIms+7f//+Uh15wu/KlStITU2FlpaWtE3u3r17mDhxIjIyMnD48GF07Ngxz2Orcz4aN24MADh58mSJD6YxNTVFtWrVAGQlntUhnx/9yJEjKudol/vll18AZCXQ1ZnKJS/yc5nTeWzYsKFUp6ivodziyS2mj5mnpye0tLSQmpqKK1euAMi6MSW/qePm5oZKlSoB+L+fu0GDBqFChQpKbeX13r5vxYoV+OuvvzB06FD06NEDQNaTJACkG2Jy8tcvXrzIV/+IiKj0YhK9hAwfPlzlaI1//vkHbdu2hZGREVq1aoU7d+4olKempmLq1KkwNzdHlSpVpMdAs/v1119Rr149mJiYYODAgYiNjS1QjK1bty7QfkRUtlhYWMDU1BQWFhaaDoWIyqiuXbuid+/e6Nq1q6ZDUZt8QUEdHR2FJ3lUTZMhJ4TAkCFDpLmj16xZg3379qFnz54AgJ07d+KHH34oxqgLR95nAwMDhekycutzQWWfN/zevXsKZXlNWThkyBAAWQlQ+fzK74uNjcX333+f77jeHy0+cuRIhfff3d1dYX5vV1dX1KpVS2GfkydPIi0tDYBiP3M7j+qcD3m/w8LCMHfuXJXtJCcnY+HChcXyng0YMAAAEBoaqnJhUQAKT1vIFzF99eoVRo0aJZ2T7FasWIHg4GAAWf9/vb+Qb0HIz+Xr16+V/s+Kj49HpUqVpFHQixYtQmhoqMp2Hjx4gE2bNhVZPED+r/WPQY0aNRQWgjUwMFAYJa+rq6t0gzGnpzbyem+ze/jwIby8vGBtbY0VK1ZI2ytWrAgga6ouuczMTJw5cwaA+tMVERFR6ceFRTUoOjoanTp1gomJCby9vbFz505069YNt2/flh49nDp1Knx9ffHNN9/g1atX+Oqrr2BtbY1+/foByFpgp1+/fujYsSOGDRuGZcuWYejQoTh8+LAmu0ZEH7GkpCSkpKTg5cuXcHV1LXR7lpaWCoujERHlZcqUKZoOId8MDAwAZCVm+vXrh8GDB+P+/ftYvXq1VCcoKAjbt2/HypUrYWpqirlz50qJ6HHjxmH06NEAgICAAHz22Wf4+++/MWvWLNSvX19aMC8tLQ1ubm44e/Yspk+frtGnEeR9/vfff+Hh4YEuXbrg5s2b0kJ/QNaNgIcPH2Lbtm2FOpaTk5P0vbu7OyZPnoyYmBgcO3YM9erVw88//5zjvlOmTMHWrVvx6NEjjBkzBkFBQejVqxcsLCwQERGBixcvIjAwECYmJjkme3PSpEkTtGnTBufOnYNMJpMSwXLlypXDsGHDpIEy2RcUlZOfRwDo168fvvrqK4SHhyucx99++w03b97EmDFj0KBBA9StWxeGhoZISkqCt7e3NKXFhQsXEBYWhr/++guDBg3C2rVrcfHiRSxcuBAhISEYOHAgbGxsEBUVhatXr+LgwYOIjIzEt99+m69+q2P69Onw9/fHq1evsGjRIvz2228YOHAgbG1t8fr1a1y5cgVnzpyRFn79/PPPMWDAAOzbtw+7d+/GjRs3MHz4cNSsWRORkZE4ePAgTp06BQCwt7fHvHnziiRO+bWVlpaGAQMGwMPDA//99x8OHjyIL774Al9//TV++ukntGjRAnFxcfj000/h7u6ONm3aQE9PD8+ePcPp06dx8uRJDBgwQOkayC9LS0tp0dp169ahQoUKqFixIq5evYpDhw5J5+tjNnnyZBw6dAgA8MUXXygN7Bg7diwWLVqE9PR0tGrVKscnf9R5b4GsG5qjR49GYmIitm3bpjC3fb9+/bBr1y6sWrUKmZmZaNasGfbs2SPdTMlrsVkiIvpwMImuQatWrUJ4eDj+/fdf2NvbY8CAAbC3t8fq1asxZ84cPHr0CBs3bsSsWbOkeTCfPn2K7777Tkqiz5o1C9WqVcPhw4ehq6sLW1tbeHh44Pz58xxZTkTF4s6dO0hISICOjk6eC80RkWZFRETkebOrXr16WL58ucK2adOm4Z9//smz/SFDhkijWQEgMTFRYaqK3Cxbtgz169eXXp87d06a3zY3hoaG0tzRH5KBAwdiyZIlSE9Px9GjR6XkeLdu3aQpIFauXAkdHR2sXr0ahw4dkkY+f/LJJ1i1apXUVrly5XD48GG0bNkSr1+/xtChQ3H+/Hk4Ojri1q1bUttLly7VaBJ9yJAhCAgIAADs2LEDO3bsgEwmQ+fOnaW5oefOnSuN5CwMFxcXKVl97do1eHh4SGV5TSNjYmKCQ4cOoVu3bnj58qXC+5Nds2bNChTbpEmTcO7cOXTp0kVplDmQNaXL+vXrUadOHZXzxffs2RNmZmaIjY3FX3/9hb/++gsA0KVLF7x8+RJCCPj7+wP4v9HaJiYmmDZtGr7//nu8efNGITnv6OgIIGsqx71796Jbt264c+cOzp8/j/Pnzysd397evkhGdL/P2toawcHB6NWrF168eIHLly/j8uXLCnXen9N8+/btkMlk2Lt3L+7evYsZM2YotdukSRMEBgZKc6gX1hdffIElS5bg3r17OHXqlJSol5cBWed0x44dcHd3R0pKCnx9feHr66vUlnzqoMLy8vLC2LFjkZCQoHAOSmIO+NKgQ4cOaNSoEW7fvo0JEyYolVepUgW9e/fGgQMHcl07QJ33FshapDQkJARubm7SExRyvXv3Rv/+/bF//36Fz2kAmDFjBpo0aVLAXhIRUWnD6Vw0aP/+/XB2doa9vT0AoGbNmnBycpIWJwkMDERGRgYGDhwo7dO3b188ePAAoaGhePPmDc6ePYu+fftKiazevXtLfxATERUHbW1taQ2FZ8+eqfwqX748rK2tpa/MzEylOg8ePMD9+/dx8+ZNDfeI6OOTPbEdERGR61d0dLTS/tHR0XnuFxERgYSEBIX9hBBq7RcREaE0FUNKSopa+71586Z4Tloxa9y4MQIDA9GoUSMYGBjAyckJAQEBCA4Ohru7uzS1X0hICF68eAF3d3cIIWBjY4P9+/dDT09Pob3q1asjKCgIBgYGiI+PR69evfD69Ws4ODigW7duMDY21viIfVdXV2zZsgX29vYwNDTEZ599huPHj0sJa2NjY3Tq1AmnT58u9LFkMhmCg4Mxbdo0VKlSBXp6erCzs8Po0aNVJtne16hRI4SGhmLOnDlo1KgRTE1NoaenJyXj9u7dW+A43dzcYGtrKy0oqurYbdu2haenp8rpHytVqoRjx46hRYsWMDQ0RL169bB69WocO3YM3333HYyNjeHg4IBDhw4p3JhasGAB1q1bhwYNGkBXVxeVKlVCz5498dNPP0l1qlatigsXLuDHH3+Ek5MTzM3Noauri4oVK6Jr167YvHkz7ty5UyxJdCBrJPDt27fx/fffo3nz5tJ5r1q1Krp164ZFixYp1Dc0NMQvv/yCo0ePonfv3qhYsSJ0dXVhaWmJjh07YvPmzbh8+TJq1KhRZDGamJjgjz/+wKhRo2BtbQ0DAwPUqVMHU6dOVbhpOHDgQFy9ehUjRoyAvb09DAwMYGRkhNq1a2PkyJG4ePEivL29iySmMWPGYO/evXB2doa+vj6srKzQoUMHlYn7j9XEiRPh6OiIVq1aqSz39PRExYoVc72xq857+/z5c8yYMQPm5uZYt26dUhsymQy7d+/GggULUKNGDWmdhQ0bNpTq6baIiCj/ZKKkV5Epo4YPH47t27dLi/akpKTA2NgYI0eOVJgbb8yYMfDz80NiYiJGjhyJvXv3KsxB+Oeff6J169bYvHkzqlevjs6dO8Pf319atAjIWp3cxsYG586dUxlLSkqKwvyCcXFxsLW1hZWVVZ6r3RMRWVtbSyPRa9eurbJOcHAwrK2tpdf+/v5Kj9Lfv38f6enpMDY25mdPEYuLi5NGLZqammo6HCoiycnJePz4MWrWrKkwvUNO/P39pdGpueFIdCIioo9Tfv92ICKinHE6Fw2JjIxERkaG0vxtFhYWyMjIQGRkJCIiIlSWA1mjygwNDRW2Za+TW0Jq8eLF8PHxUdoeExNTkK4QURmjq6srLYyXPVGenZaW4oNOhoaGSnUfPHhQbDESkXKCOz/eT6qry8jISFrUL7/atGmDNm3aFGhfIiIiIiKi4sQkuobl9CCA/FHOvMpzqqPqUVC5mTNnYtq0adJr+Uh0IiJ1jB07FrGxsTAzM1N70a6+ffsqLaxkbW2tNJ0DEREREREREVFpwyS6hpibm0MmkyEqKkphe2RkJLS1tWFhYQFLS0uleUojIyMBAFZWVtKq4KraqFSpUo7H1tfXh76+vtJ2Y2PjAvWFiMoWdRPnREREREREREQfAy4sqiGGhoawt7fHjRs3FLaHhoaiXr160NPTg4ODA9LS0nDnzh2FciBrBXgHBwcAUGgjOjoaT548gaOjY75jki8USERUEgwMDKCvr8/5GYmIiIiIiIioVGMSXYP69OmD0NBQPHr0CEDWIns3btzAgAEDAAC9e/cGAOzbt0/aZ+/evahZsyacnZ1RuXJlNG/eHEFBQUhPTwcAHDhwABkZGVIbRESlVaNGjWBnZ4dGjRppOhQiIiIiIiIiohxxOhcNmjZtGrZu3YoePXpg+PDh8PPzg42NDSZNmgQAaNiwIb788kssXrwYqampePLkCf7880/s3r1bmvN84cKF6NatG3r16oVWrVph2bJl6Nq1K9q1a6fJrhERERERERERERF9FJhE1yAbGxucPHkS48ePx7x58+Dk5IT9+/fDwsJCquPr6wsjIyOsWbMG5cqVw9q1azFo0CCpvEuXLti5cye8vLxw9uxZ9OzZExs3bixQPJmZmYXuExF9/ObMmYOwsDA8e/YMf/zxB4yMjKSy06dP46effgIATJgwAZ9//rnCvq6urgCAevXqlVzARERERERERESFwCR6Cdm2bRu2bdumtL1p06a4fPlyjvsZGRnB19cXvr6+OdYZMmQIhgwZUugY4+PjC90GEX38QkNDERERAQAQQiiUJScnS2VJSUlK+8rLKlasWMxREhEREREREREVDSbRiYgoXywtLaXv5VNLyRkYGMDa2hpA1gLK75OXmZub49y5c4iLi0NMTEzxBUtEREREREREVEgy8f4wQipz4uLiYGZmBisrK2mUKBFRcbO2tkZCQgKMjY352VPE5J/rsbGxMDU11XQ4VESSk5Px+PFj1KxZEwYGBpoOh4iIiEo5/u1ARFR0OBKdJI6OjpoOgYjKkMTERKSmpiqNZiciIiIiIiIiKk20NB0AERGVTWlpacjMzERaWpqmQyEiIiIiIiIiyhGT6EREREREREREREREOWASnYiINMLExAR6enowMTHRdChERERERERERDliEr0MW7t2LRo0aIDmzZsDAM6fP6/hiIioLNHW1oaWlha0tbU1HQoRERERERERUY6YRC/DPD09ERYWhitXrgAAMjIyNBwRERERERERERERUenCJDoRERFRGXD48GG4urrC1dUVp0+fVihLTEyUyubMmaO0r4+Pj1QeGxurUHbu3Dmp7ODBg0r79urVC66urpg0aZJS2cqVK6V9nz59qlB269YtqczPz09p32HDhmHYsGFq9Z2IiIiIiKgwdDQdAJUepqammg6BiMqQtLQ0ZGRkIC0tTdOhEJUJSUlJiIiIAAAkJycrlAkhpLKYmBilfWNjY6XyzMxMhbKUlBSpLCkpSWnfN2/eIC0tDebm5kplcXFx0r7vPxGXlpYmlSUkJCiUhYeHIzIyUnVHiYiIiIiIihiT6EREpBHp6enIzMxEenq6pkMh+ui4uroiIiIC1tbWCA4OBgAYGhrC2toaAGBgYKBQXyaTSWXly5dXas/MzEwq19JSfJBRX19fKjM0NFTa18rKCunp6bCwsFAqMzU1lfZ9f30EXV1dqczY2Fih7JtvvpH6R0REREREVNxkQgih6SBIs+Li4mBmZgZLS0u8fftW0+EQURlhbW2NhIQEGBsbS6NNqWjIP9djY2P5lNFHJDk5GY8fP0bNmjWVkuDvU5VE/5gMGzYMkZGRsLS0xM6dO4vlGDKZDABQuXJlXLt2DTY2Nmrtd+DAAfTv3x8A4OHhgW3bthVLfJR/w4cPx/bt21G9enU8efJE0+EQfbQSExOxfv16HDp0CA8ePMDbt29hZmaGJk2awN3dHUOHDpU+Y0u7lJQULFy4ELt27UJ4eDhq1qyJCRMmYPLkySr7cPz4cXTv3h2ffvopzp07p3TjuaTl528HIiLKHUeiExGRRlSqVAkxMTEqR70SUeHUq1cPFStWVDmFyseguBLnqoSHh6N///44c+YMdHV1c617584dDB8+vGQCIyIqpZ49e4Zvv/1WYdvbt2/x22+/4bfffsPu3bsRGBgIfX19DUWonvT0dPTo0QO///67tO3evXv4+uuvcevWLWzZskWh/rt37zBu3Djo6+tjy5YtGk+gExFR0WISnSSpqamaDoGIypAqVaooTNdAREVn+fLlmg7ho/Lnn39i8uTJWL9+fY51YmNj4ebmhvj4+BKMjIiodLKwsMDAgQPh6OgIAwMDXL58GZs3b0ZqaiqOHTsGHx8fLFq0SNNh5mr79u34/fffoaenhylTpqBJkyY4d+4cNm7ciK1bt2Lo0KFwcXGR6k+fPh3Pnj3DokWLUK9ePQ1GTkRExYG3Rkny/iJjRERERJRlw4YN2Lx5s8qyzMxMDBkyBPfv3y/hqOh9165d03QIpUpkZCSnrikiV69e1XQICpKTk3Hnzh1Nh6FSzZo18fLlS6xbtw7jxo2Dh4cH1q5di99++w06Olnj+DZv3ozSMrNsTu/t0aNHAQALFy7EkiVL8OWXX2L9+vWYMGECAODIkSNS3ZCQEGzcuBFOTk743//+V/xBExFRieNIdCIi0oirV68iISEBDx48gKura6HbK865kYmo7Kpbty6io6MREREBT09PODg4oGXLlgp15s6dKyVb2rRpg3Pnzmki1DLv2rVr6Ny5M6KiojQdSqkQFRWFTp064eeff0aNGjU0Hc4H7dixY5g6dSr++ecfTYcCICuB3rt3bwwePBgNGzbM9/7nz5/P91pYTZs2RbVq1dSqm9M0LW3atEHr1q0REhKCN2/e4O3bt7CysspXHEUtt/c2KSkJAFC9enWF7fLXiYmJUr3Ro0dDW1sbW7dulW4UEBHRx4Wf7iSpWbOmpkMgojIoLS0Nf/75p8qyypUrw9jYWHqdkJCA8PBwlXVNTEyKJT4iKn38/PykhYlHjBhRrMeysbHBxo0b0alTJ6SmpqJv374KC40GBQVJUxI4ODhgw4YNBUpqUeGEhoaic+fOiI6O1nQopYI8gX7jxg1Nh/LBO378ONzc3NReXLi4paSkoE+fPjh58iQGDx5coDbmzJmDs2fP5msfPz+/IlnzIfvfdZqeEz2v97Z58+Y4fvw4Zs+ejWrVqsHR0RHnzp3D0qVLAQAtWrQAAMyePRsPHz7E7Nmz0aRJk5IKn4iIShincyGJuiMLiIiKwrt375CSkpLregzly5eHtbW19KVqEdL09HSkp6cjLS2tGKMl+rAsWbIEXl5eWLJkiaZDKRb79u3Dtm3bsG/fvhI5Xrt27aSkiXyh0bS0NNy9exfu7u4QQqB8+fI4ePAgjIyMcmzn6dOnmDBhAuzs7GBgYAAzMzO4uLjg0KFDCvXu3buH8uXLQyaTwcbGBs+fP1fZ3vTp0yGTySCTyQqd3AoJCZHaCgkJwcuXLzFs2DCYm5vDysoKHh4eePXqlVT/9OnTcHFxgYmJCSpVqoQpU6aonA/+9u3bGDZsGGxtbaGvrw9LS0v07Nkzx9H6NWrUkPqTlJQELy8v2NnZwcjICE5OTiqfOLpx44ZCAl3eD5lMlq/Fq1+8eIGJEydK74+VlRX69u2LK1euqN1GZGQkjIyMIJPJMG7cOJV1du7cCZlMhlq1aqmczuLhw4fQ0tKCTCbD7NmzAWQtyjh9+nTUr18fhoaGMDExQatWreDn56fURnR0NDp37ozr168DAFxcXBTOyfuJ9aioKMycOVNq28LCAl27dsWJEydUxi9vx9vbGwDw66+/omHDhjA2Noarq6t0XHXFxMRg3rx5cHR0hImJCUxNTdGoUSN8/fXXOY78DgkJwcCBA1G1alXpuurQoQN8fX2Rnp6eZ9zR0dGYPHkyqlSpAhMTE3z22WcIDg5W2ufkyZNwc3NDSkoKnj59qnAeVSVLL126hAEDBsDGxgb6+vqoXr06JkyYoHIAgLe3t9QWABw+fBitW7eGsbExqlSpgilTpiAmJkZhH3kCXf7ejBgxQiGmoKCgXM605r18+VIaOFG7dm2YmpqqtZ/8s05HR0fl56EQArVr14ZMJsP27dtVtuHu7g6ZTAZjY2PExMSo9d5OmjQJNjY2ePDgAT755BMYGRmha9euePv2LRo2bIgvv/wSf/31F1auXIn69evDy8urYCeGiIg+DILKvNjYWAFAdOrUSdOhEFEZUrlyZWFqaiqsrKxE9+7dVX5dvXpVYZ+rV68q1TEzMxNGRkbCyspKQz0pfeSf67GxsZoOhYpQUlKSCAsLE0lJSXnW7d69u3B2dhbdu3cvgchKXkn0D4AAINq1aydtGzp0qLR9+PDhok6dOgKAkMlk4vDhw0IIIR4/fizV8fDwkPa9ceOGMDMzk8re/1q9erXC8Y8dOya0tLQEANGkSRORkJCgUL53715p32bNmql1XeTmzJkzUntLliwRFhYWSjHWqlVLREdHi+XLl0uxZf9q06aNSE9Pl9o8ceKE0NPTU9lfLS0tERQUpBRH9erVBQDRq1cv0bRpU5X7zp49W6p//fp1lbHKv8zMzKS6Hh4eAoCoXr260nH/+OOPHN8fbW1t4e/vr/a5HDVqlAAgjIyMRHR0tFL5p59+KrV97NgxpfJp06ZJx3327Jl4/vy5qFq1ao59/Oabb6R9o6OjhbOzc451AYjr169L9cPCwnJt+4cfflCKT142b9484e/vr3Qt2NjYiNTUVLXO1a1bt0SVKlVyPH72nyEhhEhJSREjR47MtX9NmzYVz58/zzHu4cOHixo1aijtJ5PJxKZNm6T6J0+eFAYGBjkex9HRUaH9FStWCJlMprKulZWV+PvvvxXqz5s3Tyr38fFRuV+9evXEu3fvhBBCJCcnC1dX11z7HhgYqNZ5L0nv3r0ToaGhwtfXV9SqVUuKde/evWq38eTJE6GtrS0AiJkzZyqVnzx5Umq3ZcuWSuVv3rwR+vr6AoAYN25cvt7bsLAw4ejoqFDevn178fLlS5GcnCzq168vtLS0xMWLFwt0fopbfv52ICKi3DGJXoatWbNG1K9fX/oHkEl0IipJI0eOFL179xYjR44sVDtWVlZMor+HSfSPE5Po/+fmzZvi6tWr4ubNm8V2DHmyJHsSPTExUTg5OSklXObNmyfVySmJ7uvrKyXFFi1aJHbv3i3mzZsnTExMBABhamqqlChfunSp1Fa/fv1EZmamEEKI27dvC2NjYwFAWFtbi2fPnhW6v9mT6DKZTDRu3FisW7dObN26VfTo0UMqk/e/Q4cOYuvWrWL16tXCzs5OKt+1a5fU5uzZswUA0bx5c7F8+XIREBAgpk2bJnR0dAQAYW9vrxSHPIkOQJiYmIjp06eLgIAAMX/+fFGuXDkBZCXg7969K4QQ4vLlyyIwMFAMHDhQIZEo/zpy5IjUdk5J9PDwcGFpaSkl3WfMmCH8/f3FypUrRePGjQUAYWBgIO7du6fWubx586YUy7Jly3IsAyB69+6tUJ6QkCDMzc2l91wIIU6dOiUACFtbW+Hl5SUCAgLEjz/+KKysrKTz8fTpUyGEEI8ePRKBgYFiwYIF0jEWLFigcE5iYmKkY9nb20v9mzhxotixY4dYu3ataNOmjXQthISEKMQob3fQoEHC1NRUTJ06VQQEBIgRI0YImUwmVqxYodZ5ioqKEtWqVZPa6969u/D19RW7d+8W3333nbC1tVVKoru7u0v1GzRoIJYuXSp++eUXsWLFCvHJJ58olMXFxamMW57U9vb2Fv7+/mLGjBnSzR5jY2MRFRUlhBAiJCREBAYGChcXF2mf7Ofx9OnTUtvHjx+XEui1atUSS5YsEQEBAcLHx0d6n+rVqydSUlKkfbIn0QEIV1dX4efnJ9avXy9atGghbZcnjV+9eiUCAwPFxo0bpbJJkyYpxBQeHq7WuS9J69evV+iniYmJ2L17d77bcXNzk96H5ORklWXyr+w3ioQQYtGiRVLZ33//na/3VgghMjMzRWhoqDh69KgICwuTts+aNUsAEFOnTs13f0oKk+hEREWHSXSSki3NmzfXdChERPnGJLoyJtE/Tvn5R/jly5fi2bNn4uXLlyUQ2cdJVRJdiKwkuTzhKk98ZWRkKJSrSqJv3rxZzJ07V6SlpSm0lz1R/v7TN0IoJg29vLxETEyMlPjU1dUVZ8+eLZL+Zk+i9+/fXyHZl5mZqZCgnD59usK+z549E7q6ugKAGDBggLTd29tbrFu3TulYnp6eUltv375VKJMn0c3MzMStW7cUyoKDg6X9li9frlCWPSGZk5yS6FOnTpVuZMiT83IpKSmiSZMmAoAYM2ZMjm2/r23btlJCNfv1MX78eIVkn7a2tsKoafnNFgBS8vrUqVNizJgxSjdZ9u3bJ9Xdv3+/Qln29/PMmTMqY1y5cqUAIHR0dFReR/JRz507d1bYnj3+99/fU6dOqT0K3cvLS2pn4cKFSuWpqani0qVL0uvjx49L9QcMGKDyOPIbNwDErFmzVMZdrVo1pZHq69atk8oPHjyoUJbbEwxy8ptLqp4aefjwoXSzLPsTDdmv2fnz5yvsk5ycLGxtbQUA0bhxY4Wy7J8xfn5+OcZUWryfRAcg3NzclG5y5OX06dPS/tu2bZO2v3jxQroxJ/8aN26cVJ6eni59rrRv316hTXXe25xcv35d6OjoCDs7O6X3vDRhEp2IqOhwTnSScOEhIiKij0PlypVha2uLypUrazqUj06NGjWwZ88eaGtrw87ODv7+/tDSyvtP6kGDBsHHxwc6OjoK252cnKTvExMTlfbbtGkTWrZsCQBYsGABWrdujQcPHgAAfv75Z7Rt27Yw3VHJ09MTenp60muZTIbu3btLrydMmKBQ39bWFp999hkA4N9//5W2f/vtt0p1gbz7DAB9+vSBg4ODwrYuXbpICxE+fvxY3e7k6cCBAwCA4cOHo169egplenp60uKNR48eVbvNyZMnA8ia3/zYsWMAgPj4ePj7+wMA3NzcoKOjg4yMDPj6+kr7rV27FkDWIrXt2rUDAHzyySfYtGmT0nz76pzH3Ozfvx8A4OrqqvI68vDwAACcOXMGSUlJSuW1a9fG2LFjFbZ16tQJurq6ah1/z549AABnZ2dp7vfsdHV1pYUbAWDDhg0AgAoVKmDr1q0qj7Nw4UK0b98eAODr66tyzvkRI0agatWqCts+//xz6fv8XluPHj2S5oGfO3eu0vtkZ2eHNm3aAMj5Gnp/Lm19fX106dKlQPGo4/z58wgKCsrX17Nnzwp0rE6dOmHZsmXw8PCAoaEhACAwMFDlZ0NuXFxc0KhRIwDAmjVrpO3yefB1dHTg5uYGAPD398e7d+8AAEeOHMHTp08BZM1xXhTS09MxYsQIZGRkYPPmzTAwMMCSJUtgb28PfX19NGrUCNu2bSuSYxERUemhk3cVIiKi4rNp0yZpIaxly5ahfv36UtmDBw+kRETPnj3x1VdfKew7fvx4AICOjo7a/7QTERVWp06dsGPHDjg4OKi9cKWxsbHC60ePHsHf319hocyMjAyl/fT19REYGIhmzZohPDwct2/fBpCVCPT09Cx4J/LJxsYm1/IqVaoAAOLi4qRt7/f59u3b2LVrl5RIBlT3OSfa2tqoUKECXr58iYSEBLX3y01cXJyUHFy1ahVWrVqVY93w8HC8e/cO5cqVy7PdPn36wNbWFs+fP8eaNWvQo0cP7Nq1S0rs+fj4QFtbG/v378fmzZvh5eWFS5cuSYNaJk6cKLX1/nn877//sGfPnjyvnbzIr6Vff/1VWtxSlfT0dDx48EDppkbbtm2hra2d7+MCWUn/+/fvA8g6V+q4ePEigKy/B0xMTHKs5+7ujpCQELx58wb3799HnTp18mw7+/Wd32tLfh4BoG/fvrnWzWmh1NxiKqprPbs5c+bg7Nmz+drHz8+vQAsY29vbY9q0aQCAb775Bp999hnevXuHPXv2YNmyZahYsaLabU2aNAnjxo3D1atXcenSJTRr1gybN28GAPTu3Rs+Pj4IDAxEfHw8du3ahQkTJkgJd1tbW/Tu3Tvf8avy448/4saNGxg7dixcXFzg4eGBHTt2SOV37tzBiBEj8Pz5cy42SkT0EeFIdJK8PzKKiKgkxMfHIyIiAhEREUhLS1MoS09Pl8rkiYfsoqKikJKSgszMzAIlEIjow/T06VM8evRIGl2oCV9++aVSUlEdv/32G1xcXFCrVi0cOXIELi4uee5TqVIlfP3119JrbW1teHt75/vYhZHXjUr535GZmZlKZfv27YOzszMaN26MK1euSKNyC0J+nKL6zI+Pj5e+t7GxQd26dXP9Ujehqa2tLd34PXHiBO7fv4/169cDAFq3bg0HBwfpJkh4eDgOHz4sjUIvX748hg4dqtTmlStX0Lt3b9ja2mLLli1qXTvq9N3S0jLPfqempirtL79xUhDR0dHS93ndoJGLiooCgDyfsMk+yjwyMlKttrP/H5Tfayv7NWRnZ5frebS0tFS73dx+pj5UDg4O0tMLGRkZuHz5cr72Hzp0KMzNzQEAq1evxq+//oqXL18CyHpCpmHDhtITHBs2bMC9e/fw+++/S+UFvemTXVhYGBYsWICqVati6dKlCA4Oxo4dO2BqaoqAgADcu3dPSpx7e3sjLCys0MckIqLSgVlTkrz/6CERUUkwMTGBtbU1AOUkjY6OjlSmauSfhYUFjI2NUaFCBaVHs4nKsmvXriE1NRV6enpwdnbWdDhFbsKECYiIiIC1tTWCg4M1HY7avLy8sHDhQrRs2RJXr16Fs7MzQkJCsGnTplz3u3PnDubPny+9zsjIwODBg3H69GlpepPSSAgBDw8P7Ny5Ez169EBAQADq1q2Lbdu2Yffu3ZoODwBgZWUFmUwGIQS+++47TJkypcjaHjNmDHx8fJCcnIwRI0bg1q1bAP7vKar27dujQYMGCAsLw+LFi3Hz5k0AwMiRI5X+Lt+0aRO++uor2Nvb48SJE+jYsSOePHmC5cuXFzg+a2trvHz5EsOGDcPPP/+c7/1zG72el+y/01+/fq3WPubm5tKN9dz8999/0vdmZmYFCzAf5H+nAMDBgwfh6OhY7McsrJCQEI0du0aNGtL32W9AqMPIyAijRo3CTz/9hH379knTR9WuXRsdOnQAAHz11Vc4e/Ysbt26hVGjRkEIAX19fYwZM6bQsWdmZmLUqFFISUnBhg0bYGpqir179wLIGt0vn/pp/vz5uHr1Ko4dO4b9+/dj7ty5hT42ERFpHkeiExGRRo0dOxbBwcEIDg5WmMoFyHoEWF72/lQuQNYooyZNmijM3UtEWcnaSZMm8THyUuT06dNYuHAhDAwMcPLkSbVvbsTGxsLNzQ3x8fHQ19eXpou4cOFCkSSFipOfnx927tyJatWqISgoCHXr1i22Y2Wflz4/I4l1dXWledCPHz9epDFZWlriyy+/BAD8+eefALLm8+7fv79UR/677cqVK0hNTYWWlpbS77t79+5h4sSJyMjIwOHDh9GxY8c8j63O+WjcuDEA4OTJkyrnDi9OpqamqFatGoCsxLM65POjHzlyROUc7XK//PILgKwEujpTueRFfi5zOo8NGzaU6hT1NZRbPLnFVJqFhoZK3xdk3Q5PT09oaWkhNTUVV65cAZB1Y0p+U8fNzQ2VKlUC8H8/d4MGDUKFChWU2srrvX3fihUr8Ndff2Ho0KHo0aMHgKwnSQCgQYMGCnXlr1+8eJGv/hERUenFJDoREX3Qnj17htevXxd4wSsi+vB07doVvXv3RteuXTUditrkCwrq6OgojB5XNU2GnBACQ4YMkeaOXrNmDfbt24eePXsCAHbu3IkffvihGKMuHHmfDQwMFKbLyK3PBZV93vB79+4plKmaDiy7IUOGAMhKgMrnV35fbGwsvv/++3zH9f5ChiNHjlR4/93d3RXm93Z1dUWtWrUU9jl58qQ03Vn2fuZ2HtU5H/J+h4WF5ThSNjk5GQsXLiyW92zAgAEAspKqqhYWBYCUlBTpe/k0IK9evcKoUaOUpoADspKc8qdThg8fXiTTVcrP5evXrxEbG6tQFh8fj0qVKkmjoBctWqSQJM7uwYMHeT51kp94gPxf6yVlxowZWLZsmdJ0Ort378b27dsBZE1b1KpVq3y3XaNGDYWFYA0MDBTmatfV1VW6wZjTgqJ5vbfZPXz4EF5eXrC2tsaKFSuk7fI53X/77TdpW2ZmJs6cOQNA/emKiIio9ON0LkRE9EGLiIhAQkKCwj/aRGXdkCFDkJCQoLQg4ceiKKfcKCkGBgYAshIz/fr1w+DBg3H//n2sXr1aqhMUFITt27dj5cqVMDU1xdy5c6VE9Lhx4zB69GgAQEBAAD777DP8/fffmDVrFurXry8tmJeWlgY3NzecPXsW06dP1+jTCPI+//vvv/Dw8ECXLl1w8+ZNaaE/IOtGwMOHD7Ft27ZCHcvJyUn63t3dHZMnT0ZMTAyOHTuGevXq5TpdyZQpU7B161Y8evQIY8aMQVBQEHr16gULCwtERETg4sWLCAwMhImJSY7J3pw0adIEbdq0wblz5yCTyaREsFy5cuUwbNgwab707AuKysnPIwD069cPX331FcLDwxXO42+//YabN29izJgxaNCgAerWrQtDQ0MkJSXB29tbmtLiwoULCAsLw19//YVBgwZh7dq1uHjxIhYuXIiQkBAMHDgQNjY2iIqKwtWrV3Hw4EFERkbi22+/zVe/1TF9+nT4+/vj1atXWLRoEX777TcMHDgQtra2eP36Na5cuYIzZ85IN8k///xzDBgwAPv27cPu3btx48YNDB8+HDVr1kRkZCQOHjyIU6dOAch6km3evHlFEqf82kpLS8OAAQPg4eGB//77DwcPHsQXX3yBr7/+Gj/99BNatGiBuLg4fPrpp3B3d0ebNm2gp6eHZ8+e4fTp0zh58iQGDBigdA3kl6WlpbRo7bp161ChQgVUrFgRV69exaFDh0rFoILXr19jyZIlmD59Oho0aAArKys8fvwYT548kep4e3sXeDqqyZMn49ChQwCAL774AhYWFgrlY8eOxaJFi5Ceno5WrVrl+OSPOu8tkHVDc/To0UhMTMS2bdsU5rbv168fdu3ahVWrViEzMxPNmjXDnj17pJspeS02S0REHxBBZV5sbKwAIAwNDTUdChFRvpUrV07o6emJcuXKaTqUUkP+uR4bG6vpUKgIJSUlibCwMJGUlKRW/V27donu3buL7t27i6tXryqUvXz5Uir78ccflfadOnWqVP6+X3/9VSr7/fffFcoSEhKkstmzZyvt6+3tLZXHxMQolP3xxx9S2YEDB5T2/fzzz0X37t3FxIkT1ep/YQEQAES7du3ytd/jx4+lfT08PKTtN2/eFDo6OlKZ/Ktbt24Kr3V0dMS7d+9EUFCQkMlkAoD45JNPREpKisJxnjx5IipWrCgACBMTE3Hjxg0hhBBXr16V2srP5+KZM2ek/c6cOaNU7ufnJ5U/fvxYqdzDw0MAENWrV5e2HT16VKm/MplMdOnSRWFbxYoVpX2qV6+udO6yy6k8MzNTtGnTRul4AMSUKVNyjFHu77//FlWqVFG5f0GvBbm9e/cKAKJr164qy//++28BQNSpU0dkZmYqlYeHhwszMzOleLp06SJdI/KvsLAwab/Zs2er7Iejo6NU5/nz56Jhw4a59tve3l6kpaVJ+8i3z5s3r0DnI7vQ0FBRtWrVHI9tZmamUD8xMVF88cUXucbbpEkTlddoXnHnVP7u3TtRt25dlcf6+eefpXp79uwRenp6ucaWve158+ZJ21XJrXzTpk1qnS9NGTFiRK7nQf4zWRiNGjUSAMTFixdVlvfr108AEP7+/jm2oe57u27dOgFAuLm5KbWRmZkp+vfvr7KNGTNmFLqfhZXfvx2IiChnnM6FJOnp6ZoOgYgo31JSUpCens6R6ETvSUhIkBbhe38qhoyMDKlM1eP/0dHROS7gl5SUJJUlJycrlAkhpLKYmBilfWNjY6XyzMxMhbKUlBSpTNV8x2/evEFERASioqLU6X6p07hxYwQGBqJRo0YwMDCAk5MTAgICEBwcDHd3dxgZGaFVq1YICQnBixcv4O7uDiEEbGxssH//fqW1H6pXr46goCAYGBggPj4evXr1wuvXr+Hg4IBu3brB2NhY4yP2XV1dsWXLFtjb28PQ0BCfffYZjh8/jkOHDkkxdurUCadPny70sWQyGYKDgzFt2jRUqVIFenp6sLOzw+jRozFhwoQ892/UqBFCQ0MxZ84cNGrUCKamptDT00OVKlXQu3dv7N27t8Bxurm5wdbWVlpQVNWx27ZtC09PT5WLdVaqVAnHjh1DixYtYGhoiHr16mH16tU4duwYvvvuOxgbG8PBwQGHDh1SWFtkwYIFWLduHRo0aABdXV1UqlQJPXv2xE8//STVqVq1Ki5cuIAff/wRTk5OMDc3h66uLipWrIiuXbti8+bNuHPnTpFMi6KKk5MTbt++je+//x7NmzeXznvVqlXRrVs3LFq0SKG+oaEhfvnlFxw9ehS9e/dGxYoVoaurC0tLS3Ts2BGbN2/G5cuXFRavLCwTExP88ccfGDVqFKytrWFgYIA6depg6tSpCvPbDxw4EFevXsWIESNgb28PAwMDGBkZoXbt2hg5ciQuXrwIb2/vIolpzJgx2Lt3L5ydnaGvrw8rKyt06NABvr6+RdJ+Ya1YsQIrV65Ehw4dYGlpCR0dHVhZWaFXr144efKkwnQoBTVx4kQ4OjrmOCWMp6cnKlasqPAevU+d9/b58+eYMWMGzM3NsW7dOqU2ZDIZdu/ejQULFqBGjRrSOgsbNmwo1dNtERFR/smEKOFVZKjUiYuLg5mZGXR1dYtlvkMiouKkr6+P9PR06OjoMJH+/8k/12NjY2FqaqrpcKiIJCcn4/Hjx6hZs6bC9A458ff3h7+/P4CsZFr2x9nDw8OlqUHat2+P6dOnK+w7bdo0/PPPPwAgzS8sd/jwYWnqiW+//VaaCxgAEhMTpcRD06ZNsXDhQoV9fXx8cOnSJQBZc+OamZlJZefOncPixYsBAKNHj1Z6BL5Xr15IT09HrVq1FKZAISIiItXy+7cDERHljEl0kpIt7dq1Q0hIiKbDISLKF3NzcyQlJUFHRwdt27YtdHuWlpbYuXNnEUSmOUyif5z4jzARERHlB/92ICIqOlxYlCS6urqaDoGIKN/kT9Foa2urnHqCiIiIiIiIiKgwmEQvw9auXYu1a9ciIyND06EQERWYrq4udHR0oK+vD2tr6wK38/btW6U5momIiIiIiIiImEQvwzw9PeHp6Sk99k9E9CFydHREREQErK2tleZuzg9XV1eOZCciIiIiIiIiJUyik+TBgweaDoGIKN9SU1NhaGiI0NBQLFq0CLNmzQIAjB8/Hs+ePcM///yD+Ph4AFkLHWppaUn7vnnzBhkZGbCxscGbN280Ej8RERERERERlW5MopPk5cuXmg6BiCjfbt26BQCoVKkSYmNjpe1RUVGIiIjAu3fvkJiYCACIiIhQSKLHxMQgMzMTWlpaEEJAJpOVbPBEREREREREVOoxiU5ERB80ExMTaGlpoUqVKgpTU1lYWCA+Ph5RUVFSctza2lohiS6TyZCRkQFra2v8999/yMzMRGpqaon3gYiIiIiIiIhKLybRSWJgYKDpEIiI8u3Ro0cqt2/YsCFf7VhbWyMhIQH//fdfUYRFRERERERERB8JrbyrUFmhp6en6RCIiDRGCCF9ERERERERERHJcSQ6ERERgLi4OKSnpyMjI0PToRDlijd6iIiISB38m4GIqOhwJDoRERHRB0A+n39mZqaGIyEiIqIPgXxwSPY1gYiIqGD4SUpERARAW1sbMpkM2tramg6FSCVdXV1oa2sjISFB06EQERHRByAxMRHa2trQ1dXVdChERB88TudCkri4OE2HQESkMSYmJkhISICuri5cXV0L3Z6lpSV27txZBJERZZHJZChXrhzi4uJgZWUFmUym6ZCIiIiolBJCIC4uDuXKlePfDERERYBJdCIiomyEEIiIiNB0GEQqmZmZISYmBuHh4ahcuTL/KSYiIiIlQgiEh4cjLS0NZmZmmg6HiOijwCQ6SQwMDDQdAhGRxujq6kJHRwf6+vqwtrYucDtv377lnNVUbIyMjFC1alW8ePECSUlJMDU1hZGRkTQdEREREZVNQghkZGQgMTERcXFxSEtLQ9WqVWFkZKTp0IiIPgpMopdha9euxdq1a6XFRlq2bKnhiIiINMfR0RERERHQ09NDcHCwtP348eNYtWpVnvvLp29xdXXlSHYqVuXKlUP16tURGxuLmJgYREZGajokIiIiKiW0tbVRrlw5mJmZMYFORFSEmEQvwzw9PeHp6Ym4uDg+4kVEZd7Dhw/x9u1bWFlZ4e3bt6hQoQIAIDk5GY8ePcJ///0HICtZbmFhobSvrq4uxo8fX+JxU9lkZGQEIyMj2NjYIC0tjU8/EBEREbS0tKCrq8un04iIigGT6ERERADi4+ORnp4OPT09hYSkgYEBypcvLyXRTUxMlKZ7efToETIyMhAVFSVte/v2LRcopWInk8mgp6en6TCIiIiIiIg+akyiExERAejQoYM0LYaWlpa0vVu3bihfvjzmz58PABg+fDi++OILhX379euHpKQkWFhY4ObNm4iNjYW2tjZHBxMRERERERF9BGRCCKHpIEiz5NO5lC9fHtHR0ZoOh4jog1alShXEx8dDX18fzZo1K3A78gVKra2tFeZoV4f8cz02NhampqYFjoGIiIiIiIiIOBKdsklISNB0CEREH7zy5csjPT0d8fHxSEhIgLGxsVQWHx+Pt2/fokaNGujTpw/Gjh0L4P9Gsv/9999ISUmBjo4O0tPTkZKSIk0jQ0RERERERESawSQ6ERFREXrz5o10UzIyMlLhBmViYiJiY2MRERGB+Ph4hX0SExPx7t07pKWlQVtbGzKZDOnp6UhLSyvxPhARERERERHR/2ESnSQmJiaaDoGI6IOX/bPU0tJSaSQ6AFhbWyvUs7KyQlJSEl6/fi2NRE9MTCy5oImIiIiIiIgoR0yikyT7QnpERFQwjx49yvc+Bw4cUNpmbW3NUehEREREREREpQCzph+JzZs3o3r16jA1NcVXX32F1NRUTYdERESFkJycjPT0dCQnJ2s6FCIiIiIiIqIyjSPRPwL79u3DmDFjMHjwYNjb22PJkiXQ1tbG6tWrNR0aEREVkJaWFmQyGZ8SIiIiIiIiItIwJtE/cEIIfPfdd2jTpg0CAgIAADo6Opg/fz6+/fZbVK9eXe220tPTiytMIiLKJz09PaSlpUFPT0/ToRARERERERGVaRze9oELDQ3Fo0ePMHDgQGlb3759kZGRoXKO3dxwETsiotKjdu3asLW1Re3atTUdChEREREREVGZxpHoH7jr168DAJycnKRtjRo1gq6urlT2vpSUFKSkpEivY2NjAWSNao+LiyvGaImISF1GRkZITEyEkZFRvj+b5fWFEMURGhEREREREVGZwiT6By4iIgIAYGFhobDd3NxcKnvf4sWL4ePjo7Q9PT0dZmZmRR8kEREVSkE/myMjI/m5TkRERERERFRITKJ/JFSNNpTJZCrrzpw5E9OmTZNex8TEoHr16nj27JnayZbmzZvjypUr+Yoxv/sUd/24uDjY2tri+fPnMDU1LZZjFGSf4j5GQfpdkLhK47nie85+F0dcpfFcxcbGolq1ako3WImIiIiIiIgo/5hE/8BZWloCAKKiohS2R0VFwcrKSuU++vr60NfXV9puZmamdqJJW1s7X0mpguxT3PXlTE1NP+h+zBCpDgABAABJREFUF3Sf/PS7IMcorecK4HteWmIqjf0uyDFK67kCAC0tLn1CREREREREVFj87/oD5+DgAAC4ceOGtO3WrVtIT0+Ho6NjsR3X09Oz2Pcp7voFURr7XdB9ivsYpfVc5Vdp7Udx972s9rsgxyit54qIiIiIiIiIioZMcNWxD1pGRgZsbW1Rt25dnDlzBgAwZ84cLF68GPfv34ednV2ebcTFxcHMzAyxsbEFGun4oWK/y1a/gbLbd/a7bPUbKNt9JyIiIiIiIipqnM7lA6etrQ0fHx+MHTsWQ4cOha2tLZYtW4YxY8aolUAHsqZ3mTdvnsopXj5m7HfZ6jdQdvvOfpetfgNlu+9ERERERERERY0j0T8Sy5cvx08//YT4+HgMHToUP//8M5MnRERERERERERERIXEJDoRERERERERERERUQ64sCgRERERERERERERUQ6YRCciIiIiIiIiIiIiygGT6EREREREREREREREOWASnQokJSUFI0aMgK2tLUxNTdGqVStcuHBB02GViPXr16Np06bQ1dWFt7e3psMpFm/evEGPHj1gbGyMOnXq4NSpU5oOqcSUhff3fWX553nQoEGoWLEiTE1N0bhxYxw5ckTTIZW4ixcvQktLCwsXLtR0KERERERERESlEpPoVCDp6emoWbMm/vzzT8TExGDChAno1asXEhMTNR1asatUqRJ8fHzQp08fTYdSbDw9PWFjY4M3b97gp59+whdffIHIyEhNh1UiysL7+76y/PPs5eWF58+fIy4uDps3b8aQIUPKzLUOAJmZmfj666/RokULTYdCREREREREVGrJhBBC00HQx8HCwgJnzpyBo6OjpkMpEaNHj0bVqlU/utHK8fHxsLCwwMOHD2FrawsAaN++Pdzd3TFy5EgNR1dyPtb3V11l7ecZAEJDQ/HZZ5/h0qVLaNy4sabDKRHr16/H/fv3ERUVBXt7e8yZM0fTIRERERERERGVOhyJ/oF79+4dpk+fji5dusDKygoymSzHpF98fDy+/vprVK5cGQYGBmjSpAn27NlTJHH8888/SEpKQq1atYqkvbyUln6XBkV9Lu7fvw8TExMpgQ4ADg4OuHPnTnF2o0DK6nVQ3P0u6Z9ndRVXv4cMGQIDAwM4OzujQ4cOcHBwKMZeFExx9D0yMhIrV67EvHnzijl6IiIiIiIiog8bk+gfuMjISGzatAkpKSl5Tj/Rt29fbN++HfPmzcOxY8fQvHlzDB48GAEBAYWKITExEcOGDcOcOXNgYmJSqLbUVRr6XVoU9bmIj4+Hqampwn6mpqaIj48vjvALpaxeB8XZb038PKuruPrt7++P+Ph4nDhxAl26dIFMJiumHhRccfR95syZmDZtGszMzIoxciIiIiIiIqKPgKAPWmZmpsjMzBRCCPHmzRsBQMybN0+p3tGjRwUAERAQoLC9c+fOonLlyiI9PV3a1qFDB6Gvr6/ya86cOQr7p6amih49egh3d3cpjpKg6X4LIcSoUaNUHrOkFfW5CA0NFebm5gp1Jk6cKKZNm1Y8HSiE4rgO5ErL+6tKcfVbUz/P6irO91uuR48e4ujRo0Uad1Eo6r5fvXpVODs7i4yMDCGEEB4eHmLBggXF2wkiIiIiIiKiDxRHon/gZDKZWqMmAwMDYWJiggEDBihsHzFiBMLDw3Hp0iVp2++//47k5GSVXwsWLJDqZWZmwt3dHdra2tiyZUuJjt7UZL9Lm6I+F7Vr10Z8fDxevHgh1bl9+zYaNmxYtIEXgeK4Dj4ExdFvTf48q6sk3u+MjAw8ePCg0LEWtaLu+7lz5xAWFgZra2tUqFABe/bsweLFi+Hu7l4s8RMRERERERF9yJhELyNu376N+vXrQ0dHR2G7fPG827dv57vNcePG4b///sMvv/yi1G5pURz9Tk9PR3JyMjIyMhS+L+3UPRcmJibo3bs3vL29kZSUhCNHjuDGjRvo1atXicdcVPJzHXyo768q+en3h/DzrC51+/3q1SscOHAACQkJSE9Px969e3HmzBm0a9euxGMuKur2ffTo0fj3339x48YN6efb09MTP//8c4nHTERERERERFTaMYleRkRGRsLCwkJpu3xbZGRkvtp7+vQpNm/ejEuXLqFChQowMTGBiYkJzp07VyTxFpWi7jcALFy4EIaGhti2bRu+//57GBoaYufOnYWOtbjl51ysW7cO4eHhsLS0xNSpU/HLL7+gQoUKJRZrUctP3z/U91cVdfv9ofw8qys/7/eKFStQuXJlVKhQAUuXLsXevXvh6OhYYrEWNXX7bmJigqpVq0pfRkZGMDU1haWlZYnGS0RERERERPQh+LCHG1K+5DYVQH6nbqhevTqEEIUNqUQUZb8BwNvbG97e3oWISHPUPRdWVlYIDg4uiZBKjLp9/5DfX1XU6feH9POsLnX6bWNj88HeKMhNQT7ztm3bVkzREBEREREREX34OBK9jLC0tFQ56joqKgoAVI5c/BiU1X6rUpbPRVntO/ut6GPvN1C2+05ERERERERUXJhELyMcHBxw9+5dpKenK2z/+++/AQCNGjXSRFjFrqz2W5WyfC7Kat/Z77LVb6Bs952IiIiIiIiouDCJXka4ubkhPj4eBw4cUNi+fft2VK5cGS1bttRQZMWrrPZblbJ8Lspq39nvstVvoGz3nYiIiIiIiKi4cE70j8CxY8eQkJCAd+/eAQDCwsKwf/9+AICrqyuMjIzQvXt3dO7cGRMmTEBcXBzs7e2xe/duHD9+HLt27YK2trYmu1AgZbXfqpTlc1FW+85+l61+A2W770RERERERESaJBMf22pyZVCNGjXw9OlTlWWPHz9GjRo1AADx8fGYPXs29u7di6ioKNSrVw8zZ87EoEGDSjDaolNW+61KWT4XZbXv7Leyj7nfQNnuOxEREREREZEmMYlORERERERERERERJQDzolORERERERERERERJQDJtGJiIiIiIiIiIiIiHLAJDoRERERERERERERUQ6YRCciIiIiIiIiIiIiygGT6EREREREREREREREOWASnYiIiIiIiIiIiIgoB0yiExERERERERERERHlgEl0IiIiIiIiIiIiIqIcMIlORERERERERERERJQDJtGJiIiIiIiIiIiIiHLAJDoRERERERERERERUQ6YRCciIiIiIiIiIiIiygGT6EREREREREREREREOWASnYiIiIiIiIiIiIgoB0yiExERERERERERERHlgEl0IiIiIiIiIiIiIqIcMIlORERERERERERERJQDJtFLmbVr16JGjRowNDREvXr1sGrVKgghcqz/66+/ol69ejAxMcHAgQMRGxtbgtESERGVPiEhIZDJZApfTZo0kcr/+ecftG3bFkZGRmjVqhXu3LmjsH9qaiqmTp0Kc3NzVKlSBevXr1c6Bn//EhERERERlR1Mopcy//77L/r06QNvb2+UK1cOU6ZMwYYNG1TWvXjxIvr164caNWpg5syZOHXqFIYOHVrCERMREZVOkydPxurVq7F69WrMnDkTABAdHY1OnTohIiIC3t7eSEhIQLdu3RSS4FOnTsXatWsxfvx4dOnSBV999RUOHDgglfP3LxERERERUdkiE7kNcyaNSkxMhJ2dHWrXro1z584plbu4uODZs2f4559/oKurix07dsDDwwPnzp1D69atNRAxERGR5oWEhMDFxQVnzpxB+/btFcp8fHzg4+ODf//9F/b29nj8+DHs7e3h4+ODOXPm4NGjR6hTpw5mzZqF+fPnAwA6dOiA58+f4/79+wD4+5eIiIiIiKis4Uj0UszIyAg2NjaIiopSKnvz5g3Onj2Lvn37QldXFwDQu3dvaGtrY+/evSUdKhER0Qdh//79cHZ2hr29PQCgZs2acHJykn53BgYGIiMjAwMHDpT26du3Lx48eIDQ0FD+/iUiIiIiIiqDdDQdAKkWExODgIAA3Lp1C//73/+Uym/evAkhBJycnKRtZmZmqFmzJq5fv55r2ykpKUhJSZFeZ2ZmIioqCpaWlpDJZEXXCSIi0gghBN69e4fKlStDS6vs3i+PiYmBEEL63ZaSkoK7d+9i5MiRCvWcnJzg5+eH1NRUXL9+Hbq6umjYsKFCOQBcv34dUVFR+f79y9+7REQfN/7eJSIi+vgxiV4Kpaenw9zcHADQrFkz6XHy7CIiIgAAFhYWCtstLCykspwsXrwYPj4+RRQtERGVVs+fP0fVqlU1HYbGuLm5wdjYGIMHD8aSJUuQlJSEjIwMlb87MzIyEBkZiYiICJXlQNbvXkNDQ4Vt2evk9PuXv3eJiMqGsv57l4iI6GPGJHoppKWlhTFjxuDUqVO4evUq1q5di2nTpqmsq2pK+7xGtc2cOVOhvdjYWFSrVg3Pnz+Hqalp4YInIiKNi4uLg62tLcqVK6fpUDTC3t4ee/fuRUpKCg4fPozNmzfj77//xsGDBwGo/t0J/N/vz7zKc6qT0+9f/t4lIvq4lfXfu0RERGUBk+ilkJaWFjZt2oT4+Hg0atQIGzZsUEqiW1paAoDSfOmRkZGoVKlSru3r6+tDX19fabupqSn/mSci+oiU1alCqlatigEDBgAAhg4dCisrK6xduxb379+HTCZT+btTW1sbFhYWsLS0RHR0tFI5AFhZWRXo9y9/7xIRlQ1l9fcuERFRWcAJ20oxExMTtGjRAuHh4UplDg4OAIAbN25I26Kjo/HkyRM4OjqWVIhERESlXpcuXQAA4eHhsLe3V/jdCQChoaGoV68e9PT04ODggLS0NNy5c0ehHAAcHR35+5eIiIiIiKgMYhK9lAkJCZG+j4uLw8X/x959hzV1/u8Dv0/YQ5BhRBT3nqB1K26lqGhRce9qVUSte+9qbautA/dqqbZa90Cr1urHWVFw4lZERQ17QyDJ7w9/5CsyREhyAtyv6+KqOc9zzrkjlvHOk/dz5QqqV6+uPqZUKgEAjo6OaNy4MQ4dOoT09HQAwP79+6FQKNSr74iIiIobuVyeaRNPADh8+DAAoFq1aujZsycCAwPx7NkzAMDjx49x8+ZN9ffOHj16AAD++usv9fl79+5FpUqV0KhRI37/JSIiIiIiKobYzkXP9OzZE3Z2dqhRowZu3ryJN2/e4JdffgEATJkyBdu3b8edO3dQrlw5LF26FG5ubvDw8ECzZs2wcuVKdOnSBW3atBH1OaSlpcHIyEj9OCEhARKJBKamplrbrf758+d49uwZmjdvDnNzcwDAyZMnsWLFCjRs2BArV65Uz+3VqxfCwsKwatUqNG/eHAAQHh6OW7duoVatWihbtqxWMhIRkfaFhYWhVatW8PLyQunSpfHPP//g9OnTcHd3xxdffIFy5cph+/bt6Nq1K4YNG4YdO3bAwcEBPj4+AIA6depgwIABWL58OeRyOUJCQnDp0iX88ccf6rfp6+v3XyIiIiIiItIOrkTXM5MmTYJEIsE///wDCwsLbNu2Db169QIAGBkZwcTERF2I7ty5M/z8/PDgwQOsWLECbm5u+PPPP0XLfujQIdjY2KgL0xn69u0LCwsL7NixA23atEG9evVw7do19fjDhw+xbt06+Pv7Zzrvzp07uHLlCuLj49XHAgMDMWPGDGzYsCHT3KZNm6Jjx464f/+++lh0dDTOnTuHW7duZbnu1atXMx27cOECOnXqBE9Pz0zHT58+jRs3bkAul3/G3wQREYnFzs4OX375JQ4cOICFCxciJCQECxYsUG8q6uDggFOnTqFEiRJYsGABbGxscOrUKdja2qqvsWXLFgwZMgTr1q3D+fPn4evri379+qnH9e37LxEREREREWmXoFKpVGKHIHHFxcXB2toasbGxed7gTCaTYd26dRg0aJC63UxQUBAaNmyIatWq4dGjR+q5TZo0QUBAAI4ePYrx48fjxYsXCAgIwBdffAEA2L17NwYOHIj27dvjn3/+UZ9Xq1YtPHjwAJcuXUKLFi0AAHv27EG/fv3QunVr/O9//1PP7dChA16/fo1t27ahZcuWAIDQ0FBcvnwZ5cuXV58PABcvXkRERATatWsHa2trAMCBAwcwa9YstGzZEtu3b1fPLV++PF6+fInz58/D1dUVAPD69Wu8ffsW9erVg7Gxcd7/oomIdCQ/X9dJd/j5ISIqWvh1nYiIqOhjOxfKl2HDhuHEiRN49eqVuuhcr149dauZD12+fBkpKSkwMTHBiRMn8PLlS9SoUUM97uTkhF69eqF+/fqZzitTpkyWFeD16tXDxIkTUbt27UzHz5w5o36bfYby5cujfPnyWbK3atUqyzFPT094enriw9eUUlJSUKNGDSQnJ8PFxUV9/I8//sC0adPg5eWFPXv2qI9fu3YNVatWzbSakYiIiIiIiIiIiAo3FtEpX1asWIHw8HB0795dfczQ0BB169bNMtfQ0BCWlpYA3q8ur1WrVqbx1q1bo3Xr1lnOO3v2bJZjtWvXVveI/9DHBfT8+vA6pqamOH36NFQqVabjqampsLGxQYMGDdTHEhMT0axZM6hUKrx9+xalS5cGANy9exfR0dGoU6cOi+tERERERERERESFEHuiU56oVCqEhoaqH2f0Nf/qq69ETKUbHxfo58yZg8jISEydOlV97PXr13BycoKDg4O6gA4Aq1evhqurK9asWaM+lpSUhJUrV+L48eNQKBTafwJERERERERERESUbyyiU558//33qF+/Pv7991/1MU2t/i6MBEHI1A+9evXqePHiBZ4/f55pnrW1NSpUqJCpfc3Tp08xdepU9O/fP9Pf4eHDh7Fr1y68efNG+0+AiPTKuXPnIAgCBEHAwoULxY5DRERERERERB9gEZ0+KS0tDX/99RdiY2Px5MkTsePoNVNT00yPf/rpJ4SEhKB///7qY0ZGRvDy8oKnpyckkv/7X/CXX37BoEGD4O/vrz6WkJCAoKAgKJVK7YcnIiIiIiIiIiKiLNgTvRjz9fWFr6/vJ1uKGBkZ4b///sPRo0eLRfsWbatZs2amDUkztGzZEsnJyWjevLn62D///IOePXuiSZMm+O+//3QZk4iIiIiIiIiIiMCV6MWat7c3goODERAQ8Mm5RkZG8PT0LNYtXLRt6dKluHr1KmrXrq0+9vbtW1haWqJJkyaZ5o4cORKbN29GQkKCrmMSEREREREREREVKyyiU66CgoKgUqnEjlFsffPNN4iMjMTixYvVxx49eoTt27fD29sbcrlcxHRERERERERERERFH9u5UI6ePXuGhg0bomHDhrhy5UqmjTRJd4yNjTP93dva2mLFihV4/fo1bG1t1ccnTZqk/m/FihV1nJKIiD4lr23UiIiIiIiISL+wiE45CgwMhImJCWxtbVlA1yP29vaYPn16pmORkZHYuHEjUlNT0bdvXxbRiYj0kLe3N7y9vREXFwdra2ux4xAREREREVEesZ0L5ah3794IDw/Hpk2bxI5Cn1CyZEkcPHgQkydPRrNmzdTH//77b5w+fZoteYgKmX379qFLly6wsbGBmZkZatWqhTlz5iAuLk7saEREREXO3bt3MWrUKFStWhXm5uawsbFB/fr1MX78eFy/fl3seERERKQHBBWra8Vexoq42NhYWFlZiR2HNCQhIQE1atRAWFgY9uzZAy8vL7EjEVEOzp07h3bt2gEALC0tc9w0uGLFivjnn39QuXLlXK/Hr+v6jZ8fIiL98d1332H+/PlQKpXZjleoUAEhISG5XoNf14mIiIo+tnMhKqJSU1PRu3dv+Pv7o0ePHurjSqUSEgnfhEKkrxISEmBsbAwPDw/UrFkTr169wv79+xEfH4+QkBB4eHjg+vXrMDU1FTsqFdCoUaMQHx8P4P27D8zNzdVjZ8+exU8//QQAGDt2LLp3757pXHd3dwBAzZo1sWrVKh0lJiIqWn7++WfMnTtX/fiLL75Au3btYGhoiFu3buHMmTMipiMiIiJ9wiI6ZWvjxo3w9/fH8OHD8dVXX4kdh/LBzs4Oq1evxsqVK2Fo+P5/dZVKBQ8PD1StWhWLFi1iT14iPeTi4oJ9+/ZlWm2+ePFidOjQAY8fP8a9e/ewZcsW+Pj4iJiSNCEqKgrR0dEAkKXtVkpKCmQyGQAgOTk5y7kZY6VLl9ZySiKiounNmzeYNWsWAEAikWDr1q0YPnx4pjnv3r3Djh07xIhHREREeobLUSlb58+fx9GjR/Ho0SOxo1ABZRTQAeDq1as4fvw4NmzYgLdv34qYiohy4uHhkaVdi5OTE37//Xf1Yz8/P13HIi1wdnZG+fLlAQCCIGQaMzU1hVQqhVQqhZmZWZZzM8ZsbGx0kpWIqKjZvn07UlNTAQDTpk3LUkAH3r9QOXPmTF1HIyIiIj3EleiUrYkTJ6Jly5ZwdXUVOwppUPPmzfH333/j6dOnqFGjhvp4WloajIyMRExGRJ/SpEkT1K1bF3fv3kVQUBD/vy0C5s2bl2Pv3Pbt26N9+/Y5nuvv76+tWERExcL58+fVf544caKISYiIiKgwYBGdstWsWTM0a9ZM7BikBZ07d870+MWLF2jTpg2+//579OvXT6RURJQXtWvXxt27d5Geno7IyEg4ODiIHYn0wA8//ID4+HiUKFEC06dPFzsOEVGh8Pr1awDv39lTpkwZkdMQERGRvmM7F6JibuXKlXjx4gVWrVqF9PR0seMQUR5xFTplOHfuHE6cOIFz586JHYWIqNBQKpViRyAiIqJChCvRKYuoqCjcvXsXFSpUQIUKFcSOQ1q2cuVKSKVSDBw4MFP/dCLSP3fu3AEAmJubsxd2ETBq1CjEx8dnOmZnZ8ee90REOuDg4IAHDx5AJpPhzZs3XI1OREREuWLFrBjz9fWFr68vFApFpuPXrl3Dl19+CWdnZwQFBYmUjnTFyMgIc+fOzXRs+/btUCgU+Prrr7NsdkdE4jh37hzu378PAHB1dYVEwjeTFXbXr19HQkICDAwM4OjomO/rbN26FQqFAgYGBhpMR0RUtLVu3Vr9Dp6ff/4ZP/zwg7iBiIiISK/xN/BizNvbG8HBwQgICMh0XKFQoEqVKqhSpYpIyUhMT548gbe3N0aPHo2jR4+KHYeIANy/fx+DBw9WP54wYYKIaUhTXr16hYiICISHhyM0NDTf13F0dISTk1OBCvFERMXNiBEj1K3RfvrpJ6xevTrbFi9Pnz5FTEyMjtMRERGRvuFKdMqia9eu6Nq1q9gxSCSVK1fG/Pnzce3aNXTr1k3sOETFjq+vL+7evYvKlSvDzMwM9+/fx+HDhyGXywEAQ4YMwZdffilyStIElUql/jNXkRMR6VbFihWxePFizJo1CyqVCpMmTcLatWvRqVMnSKVSvHnzBjdv3kRAQACCgoLg7OwsdmQiIiISEYvoRJSJRCLBrFmzoFQq1e0ilEolHjx4gNq1a4ucjqjoi4iIwP79+7Md++abb7BmzRodJyJtsbS0REpKCoyMjDJtFDt37lzExMSgZMmSWLp0qYgJiYiKtpkzZ0KhUGD+/PlQKpV4+vQpnj59KnYsIiIi0kNs50JE2fqw3/LChQvRqFEj7N27V8REREVXq1atcPjwYXzzzTf44osvYGdnB0NDQ1hYWKBatWr4+uuvce3aNWzcuBHGxsZixyUNkUgkEAQBJiYmqFu3rvp4YGAgrl69isDAwDxd58aNG7hy5Qpu3LihrahEREXWnDlzcO/ePYwfPx61a9eGpaUlTExMUKFCBbi5uWHVqlVsc0lERERciZ5XR44cAQA0bdoUpUuXznZOQkIC6tSpg4SEBGzZsgWenp66jKgxK1euxPnz5zFixAj07NlT7DgkMqVSiVu3biElJQUJCQlixyEqkgwNDeHh4QEPDw+xo5AW5bShd0HNmzcPMpkMUqkU/v7+Gr02EVFxULNmTaxdu1bsGERERKTHuBI9j3r27ImvvvoK//33X45zLC0t4eHhgejoaGzYsEGH6TTr+vXrOHr0KF68eCF2FNIDEokEBw4cwIkTJzBixAix4xARFVo5behNRERERERE+o0r0TWscePGAIA7d+6InCT/xo4di44dO6Jp06ZiRyE9YWBgADc3N/XjlJQUrFy5ElOmTIGpqamIyYiICq+0tDQoFAr1prH5NXDgQCQmJsLCwkJDyYiIiIiIiOhDLKJr2Lt37wAAcXFxIifJP1dXV7i6uoodg/TY4MGDsW/fPgQEBODQoUNixyEiKpSSk5OhUCigUqkKdJ2BAwdqKBERERERERFlh0X0XAQHB+P69euZjp09exYxMTFZ5ioUCjx8+BDr16+HIAiZNggjKmrGjh2L//3vf/j222/FjkJERERERERERKRVLKLnokqVKpg8eTJOnz4NQRCgUqk+ueGMSqWCIAiYMWOGjlJq3qNHj5CSkoKKFSvCyspK7Dikh9q3b49nz56xdQARUQE4OjoiMTERJUqUEDsKERERERER5YIbi+bCxMQEhw8fRqdOndTFcZVKleuHk5MTNm3ahF69eokdP9+GDBmCBg0a4N9//xU7CumxDwvob9++hZeXF2QymYiJiIgKl2rVqqFChQqoWbOm2FGIiIiIiIgoF1yJ/gkmJiY4cuQIevTogVOnTmHz5s3o1KlTlnkSiQQWFhawtbUVIaVm2draonTp0lxlTHk2cOBAnD17FnFxcTh58qTYcYiIipV+/fohIiIC9vb2+PPPP8WOQ0REREREVOSwiJ4HxsbGOHz4MDw9PSGVSlGhQgWxI2mEr68vfH19oVAoMh339/cXKREVVhs3bsSwYcPg6+srdhQiokKvZ8+eSEhIgKWlZZ7mx8XFISYmBsbGxlpORkREREREVDyxiJ5HxsbGOHDgQLabihZW3t7e8Pb2RlxcHKytrcWOQ4VYtWrVcPHiRQiCIHYUIqJCIy0tDWlpaZDL5ZkK4KNHj/6s65QpUwbGxsaws7PTdEQiIiIiIiICi+ifxdjYGFKpVOwYRHrpwwJ6UFAQFi5ciN9//50b5hER5eDy5ctQKBQwNDREhw4d8n2dbdu2aTAVERERERERfYwbi36GpKQkzJ07Fy4uLihZsiSMjIxgYGCQ7YehYeF9fWLGjBno27cvbt26JXYUKoTkcjk8PT1x5MgRzJ07V+w4REREREREREREBVJ4K706FhsbixYtWuDBgwcAAJVKJXIi7fn7779x69YtjBw5UuwoVAgZGxtj7969WLx4MZYsWSJ2HCIivSWRSKBUKiGRcE0DERERERGRPmMRPY8WLFiA+/fvAwCcnJzQuXNnODg4FOoV5zmZMWMGIiMjUbNmTbGjUCHVuHFjHD16VOwYRER6zdLSEsnJybCwsMh03N3dHTKZDFKplJt9ExERERER6YGiVwHWkn379kEQBDRp0gTnz5/PtAFYUdO/f3+xI1ARs3//fty9excLFiwQOwoRUZGzefNmJCQkwNLS8rM3JSUiIiIiIqJPYxE9j2JiYgAAw4cPL9IFdCJNe/DgAby8vKBUKuHs7IwePXqIHYmIqEg5dOiQeuU6i+hERERERESaxyJ6Hjk7O+PKlSswNTUVO4rWvXnzBomJiShdujRKlCghdhwq5GrWrIkFCxYgPDwcXbt2FTsOEZFofH194evrC4VCIXYUIiIiIiIi+gyCqijvkKlBR48eRY8ePdCtWzccOXJE7DgaFRcXB2tra8TGxsLKygqurq64cOEC/vrrL/Tu3VvseFQEqFQqCIIgdgyiYuPjr+ukXzI+P+bm5khLS4OxsTFcXV3Vq8kBQCaTQSKRwN7eXn3ekiVL0KhRoyzXu3//PtLS0mBkZIRatWrp7HkQEdF7/L5LRERU9EnEDlBYdO/eHYsWLcLx48exbNkyseNolaWlJaysrCCR8J8HacaHBXSVSoW1a9ciLCxMxEREROJLS0uDQqFAWlpatuNKpRIymUz9IZfLs51Xq1Yt1K9fnwV0IiIiIiIiLWE7lzwyMDBQ/3nevHmYN29ervMFQUB6erq2Y2mFv7+/2BGoCFu8eDEWLlwIPz8/XLx4kXsMEBF9xM7OLtvj/HpJREREREQkDhbR84hdb4g0Y9CgQVi/fj2GDBnCghARFWsNGjRAXFwcbG1t1cciIiLUf7azs4Ofn58Y0YiIiIiIiOgDLKLn0YIFC8SOQFQkVKlSBY8fP2a/SCIq9kqWLAmVSgUbGxv1sYwWLtm5ceMG5HI5jI2NM/VGf/LkCdLT02FoaIiqVatqPTcREREREVFxwyJ6HhXFIrqvry98fX2hUCgyHd+6dSsuXryIvn374ssvvxQpHRVlHxbQ09LS8OTJE/byJaJi7cMWLhEREVAqlVnmzJs3T7356Iet1yZMmJDtcSIiIiIiItIM7hxZjHl7eyM4OBgBAQGZjl+6dAm//vorbt++LVIyKi6ioqLQsWNHuLq64uXLl2LHISISjZ+fH/z9/eHv7w97e3ux4xAREREREdEHuBL9M6Wnp2Pfvn04fvw4Hjx4AHt7e5w4cQIAsGXLFvz777+oVavWJzce1We9e/dGrVq10KZNG7GjUBFnZmaG+Ph4pKam4uHDh3BychI7EhGRzrx8+RKJiYlITk4u0HW6deuG+Ph4lChRQn1szJgxCA0NhZmZGfbv359p/t69e7Fz504AwPz589GsWTP1WEREBIYMGcJ+7ERERERERB9gEf0zBAcHo0+fPnjw4AGA95uN1qxZUz3evn17jB07FiqVCl26dEGTJk3EilogXbt2RdeuXcWOQcVARnEnLS0N1atXFzsOEZFOPXv2DAqFIsce6Hk1bty4LMeioqIgk8lgbm6eZSwxMVF9T7lcnmns1atXBc5DRERERERU1LCdSx69efMG7dq1w/3792FhYQE3N7csc6pUqYJOnTpBpVJh69atIqQkKnwqVarEAjoRkYbZ2tpCKpWiVKlSWcYsLCwglUohlUphbGycaWzatGm6ikhERERERFRocCV6Hi1ZsgTh4eGQSqW4evUqKlasCIkk62sQHTp0wN9//43//e9/IqTUjOTkZMTExMDQ0DDbX76JtOXu3buYNm0afvvtN/7bI6Iiz8TEBKmpqTAxMdH4tTdu3JjjmJeXF7y8vLIda9euHWJjY2Ftba3xTERERERERIUVi+h55O/vD0EQMH78eFSsWDHHeeXLlwcAvH79WkfJNG/9+vWYOnUqBg4ciN9//13sOFRMqFQqDBs2DDdu3MCMGTOwfft2sSMREWmViYkJlEolTE1NxY6iNnv2bLEjEBERERER6R22c8mjt2/fAgCqVauW67yM3qJKpVLrmbTF3NwcEokEKpVK7ChUjAiCgC1btqBHjx5YtmyZ2HGIiIiIiIiIiIgAsIieZzY2NgDeb7iVmwsXLgAAypUrl6/7pKenY+PGjXB2doa5uTmqVauG3377Lcf5ISEhEAQh00fJkiXzde8M33zzDdLT07Fr164CXYfoc7m4uODQoUNwcHAQOwoREREREREREREAFtHzrFWrVlCpVNi0aRNSU1OznRMUFITffvsNgiCgdevW+brP3bt3MW7cONSpUwfz589HyZIlMXToUBw/fjzX8wYNGoS1a9di7dq1+PHHH/N17wwSiQSCIBToGkSa8PjxY74jgoiIiIiIiIiIRMWe6Hk0depUHDhwAE+fPkXLli0xb948AEBaWhru3LmDkydPYtmyZeoNwr799tt83UcikeCPP/5A3759AQATJ05EtWrVsHTpUnTt2jXH8zp06IBhw4bl655E+mjx4sVYsmQJtmzZwn/bRFQkxcfHIz09HQqFIk/z/f39tZwImDFjBqKjo2FjY4MVK1Zo/X5ERERERESFAVei51HTpk2xatUqAO9XnHt6ekIQBDx79gzOzs6YOXMmYmNjYWxsjF9//RV16tTJ133q1aunLqADgJmZGVq0aIF79+5p5HnkxfPnz+Hj48PNxUhUpqamSE9Px8WLF8WOQkSkEb6+vqhduzYaN24MAOp32ujTO27u3LmDwMBA3LlzR+woREREREREeoNF9M8wceJE+Pv7o0GDBlCpVJk+BEFAx44dce3aNXh5eeX7Htm1UYmKioKtrW2u58XGxuZ5JVtqairi4uIyfXx8v3Xr1uXai51I2yZPnoy///4bW7duFTsKEZFGeHt7Izg4GAEBAQAAAwMDSCQSGBgYiJyMiIiIiIiIcsN2Lp+pS5cu6NKlC54/f467d+8iISEBUqkUderU0cpmiG/fvsXFixfh4eGR67xJkyZh5syZcHd3x+rVq3Pd2HT58uVYtGhRjuPlypXDnDlzUKpUqXznJiooQ0NDdO7cWewYRERa06pVK0RHR0MqlYodRe3QoUNiRyAiIiIiItI7LKLnU6VKlVCpUqVMxxITE7Ft2zYAQO/eveHo6Fjg+yxcuBCpqakYM2ZMtuO2trbYvXs3BEHA2bNnsX37dgQGBuLu3buwsLDI9pxZs2Zh8uTJ6sdxcXFwcnJSPy5dujSWLl1a4OxEmpKcnIwtW7Zg3LhxMDTkly0iKp42b96MhIQEWFpaYvTo0Vq5h7GxsVauS0REREREVJixGpVHDRs2hCAIWLVqFdq0aZPtHAsLC+zZswdXr17Fy5cv8eOPPxbonleuXMGWLVvg7u6O9u3bZzvHysoK/fv3BwD069cP1atXx7Rp07B//34MGTIk23NMTExgYmJSoGxEuqJSqeDq6orr16/DwMAA3t7eYkciIhLFoUOHIJPJIJFIsl0xbmdnBz8/P90HIyIiIiIiKuLYEz2Pbt68iZs3byI2NjbXeZ6enlCpVDh27FiB7peUlIShQ4fC2toaGzduzPN5Ge0vXr9+XaD7JyQk4O3bt3nus06kLYIgYPjw4XByctLIuzuIiAo7pVIJmUyW5SMyMlLsaEREREREREUSV6JrWJkyZQAAoaGhBbrOpEmT8OTJExw+fDhTqxXg/S/PEsn71z/i4uJgZWWlHjt8+DAAoFq1agW6f6lSpZCSkoLnz5+jYsWKBboWUUGNHj0aw4cPh5mZmdhRiIg05tatW0hJScGrV6/yNN/Ozi7b4xEREVAqlRrJdPLkSaSkpMDU1BRubm4auSYREREREVFhxyK6BsXHx+PXX38FgEyF7c+1Z88ebNmyBfXq1cOLFy+wbt06AO8L29euXcP27dtx584dlCtXDhUrVkS/fv1QsWJFXLt2DQcOHECDBg3Qo0ePAj0XS0tLpKamIikpqUDXIdIEQ0ND9kInoiInJiYGCoUCqampeZqfU6uWuXPnIiYmBiVLlixwpjVr1kAmk0EqlbKITkRERERE9P+xKpWLGzduYNCgQZl+uR09ejQmTZqUZa5CocC7d++QlpYGQRDQvXv3fN3z4cOHGDVqFADgzp078PHxUY81aNAAbm5uMDExUa9EHzJkCPz9/fHy5Us4ODhg/PjxWLJkCYyMjPJ1/wyhoaEwNTWFIAgFug6Rpp06dQqXL1/GwoULxY5CRKRVERERcHd3B5B7v3NuBk5ERERERKRdgkqlUokdQp+dOHECnp6ekMvlAN5vcvgpNWrUwIULF2Bvb6/teBoRFxcHa2trxMbGFmgFPZG2PXr0CDVq1IAgCAgKCkKDBg3EjkSkl/h1Xb9lfH5KliyJlJQUmJmZISoqSj3u7u4OmUyW6RypVAp/f3+tZ2M7FyKiz8fvu0REREUfV6J/wpdffomDBw/C09MTqampaNeuHcqXL59lnkQigYWFBVxcXODl5QULCwsR0hIVbdWrV8fQoUNha2vLTUaJqNAzMDCARCLJ0q7qw97nmux3nhcsnBMREREREWXFInoeuLm54dChQ+jZsycmTpwIDw8PsSNp3fbt23Hr1i0MGDAATZs2FTsOkdqOHTvYZoiI8mzixImwsbFRt4B68OABRo8ejevXr6N+/frYtm0b6tSpo54vl8sxY8YM7Ny5E+bm5pg7dy7Gjh2b6ZpHjhzB9OnT8erVK3Tt2hWbN2+GtbW1xjJ/2LYlu1XpuiCXy9GzZ08AQL169bBixYpM48uWLcPFixcBAL/99lumd99dvXoVixcvBgAMGzYMXl5euglNRERERESkJRKxAxQWnTt3xpEjR2BjYyN2FJ04dOgQ1qxZgzt37ogdhSgTFtCJKK8yvpdliI6ORseOHSGTybBw4UIkJibCzc0NsbGx6jnffvstfH19MWbMGHTu3Bnjxo3D/v371eNXrlxBr169ULFiRcyaNQunT5/GoEGDdPq8PjZmzBh4eXlhzJgxGr2uTCaDTCZDdHR0lrHY2Fj1+Mcr5eVyuXosMTFRo5mIiIiIiIjEwJXon6Fjx45iR9CZXr16oW7duqhfv77YUYiyFRISgu+++w4jRoxA8+bNxY5DRHomJCQEw4cPz3RszZo1CAsLw6NHj1C1alX06dMHVatWxdq1azF37lw8e/YMmzZtwuzZs9UrqV+8eIGZM2eiV69eAIDZs2ejfPnyOHr0KIyMjODk5IShQ4fi4sWLaNWq1WdlVCqVUCqVUCgUn5yb2yajoaGhkMlkSEhI+Kz7f4pUKgWAbBcQWFtbq8czNjvPYGxsrB5jezsiIiIiIioKWET/TLGxsTh37hyeP3+OxMTEXH/xnT9/vg6TadbQoUPFjkCUq2XLlmHr1q0ICQnB6dOnxY5DRHpELpfDy8sLjo6OiImJUR/ft28fGjVqhKpVqwIAKlWqBBcXF+zduxdz587FwYMHoVAo0LdvX/U5np6e8PHxQWBgIJycnHD+/HlMmTIFRkZGAIAePXrAwMAAe/fu/ewiekJCAhQKRZ56niuVSp22dTE2Ns51I9PZs2fnONasWTOdbIJKRERERESkKyyif4Zt27bh22+/zfNbkwtzEZ1I382ZMwcvX77E3LlzxY5CRHpm2rRpeP78OQ4fPoyWLVsCAFJTU3H//n2MGDEi01wXFxfs2LEDcrkcQUFBMDIyytQj3cXFBQAQFBSEqKgoqFQq9THg/YrsSpUqISgoKMc8qampSE1NVT+Oi4vL83MRc5NRIiIiIiIieo9F9Dw6ceIERo8eDQBQqVQip9EMX19f+Pr6ZruaXqFQIDU1FYIgwMzMTIR0RLmrUKECTpw4IXYMItIzBw8exNq1a3HkyBE4Ojqqj0dGRkKhUMDW1jbTfFtbWygUCkRGRkImk2U7DrzvD57x/TC7ObmtEl++fDkWLVqU5XjJkiWRkpICc3PzHM/NbpPRj1u7EBERERERkXZxY9E8+u6776BSqWBsbIz169fj5cuXSEtLU/czze5D33l7eyM4OBgBAQFZxmbPng0LCwvMmTNHhGRERESf7/nz5xgxYgT69+8PZ2dnvH37FsD7ld9paWkAcn4hPGPT4k+N5zQnt02PZ82ahdjYWPXHy5cvAQANGjRA9erV0bBhwzw8u/+T0dpFJpMhMjJSfTyjuO7u7o4DBw581jW1oVevXnB1dVX3kyciIiIiIiqsuBI9j27dugVBEPDtt99izJgxYsfROkPD9/808rLZGZGYEhMTsXXrVjx79gyrV68WOw4RiWjEiBGIiYnB7t27sXv3bvXxn3/+GZcuXYIgCIiKisp0TmRkJAwMDGBraws7OztER0dnGQeAUqVKqVd9Z3eNMmXK5JjLxMQEJiYmBXpuwKdbu3zYNz05ObnA9yuo5ORkJCUl6UUWIiIiIiKigmARPY+sra2RlJSE+vXrix1FJ+bNm4fZs2fD2NhY7ChEuXr+/DkmTZoEQRAwZswY1KpVS+xIRCSSefPmYcqUKerHMpkMI0eORP/+/eHj44OhQ4fi5s2bmc4JDAxEzZo1YWxsjHr16uHPP//EvXv31H3RAwMDAbxfNZ7RHubmzZsYOHAgACA6OhohISFwc3PT+vPLrrULkH1LF31oxVa+fHlYWlpmaX9DRERERERU2LCInkeenp7w9fXFkydPxI6iE6ampmJHIMqTunXrYsKECahduzYqV64sdhwiElH79u0zPQ4JCQEAVK9eHc2bN0fPnj2xcuVKPHv2DJUrV8bjx49x8+ZNLFiwAADQo0cPzJkzB3/99Ze6iL53715UqlQJjRo1giAIaNy4MQ4dOoTly5fD0NAQ+/fvh0KhQJ8+fXT6XD/0YXH9Qxmr1SUSCezt7XWcCti4caPO70lERERERKQNLKLn0eLFi3Hs2DGsW7cOI0eOzPVt20SkW2zjQkR5MXnyZGzfvh1du3bFsGHDsGPHDjg4OMDHxwcAUKdOHQwYMADLly+HXC5HSEgILl26hD/++EPd83zp0qVwc3ODh4cHmjVrhpUrV6JLly5o06bNZ+e5ePEi0tPTYWRkpNHnmWHIkCGQyWSQSqXw9/fXyj2IiIiIiIiKAxbR82jNmjVo27Ytdu7ciRYtWmD48OGfPGf+/Pk6SKYdZ8+exdmzZ9GkSRN4eHiIHYeIiKjAHBwccOrUKYwZMwYLFiyAi4sL9u3bl6ndyJYtW2Bubo5169ahRIkS8PX1Rb9+/dTjnTt3hp+fH+bNm4fz58+jW7du2LRpU77yKBQKKJVK7j9CRERERESk5wSVSqUSO0RhIJFI1KvQ8qqw/FIcFxcHa2trxMbGwsrKCgCwYMECLF68GOPGjYOvr6/ICYk+TaVS4fTp0/jll1/w66+/olSpUmJHIhJNdl/XSX9kfH6MjIygUChgaGiI1NTUz7pGRk/03FaZ52UOEREVHL/vEhERFX1cif4ZitPrDc2aNcPEiRPRsmVLsaMQ5dns2bNx48YNrFu3DosWLRI7DhFRrqysrJCcnAwLCwuxo2jF+vXrER8fjxIlSmDcuHFixyEiIiIiIso3FtHzSKlUih1Bp7788kt8+eWXYscgyjNBEDBv3jycO3cOI0eOFDsOEVGxd+zYMfVKeBbRiYiIiIioMGMRnYiKjB49eqBHjx5ixyAiIiIiIiIioiKERfQCePLkCSIjI2FtbY3q1atDIpGIHUlj0tPTYWBg8Nl94ImIiIiA95uyp6enw9CQP24SEREREVHhVnSqvjqSmJiIefPmwcHBATVq1ECLFi1Qp04d2NvbY8qUKYiNjRU7okYMHToUEokEq1evFjsK0Wd7+vQpxo8fj99++03sKEREOZLL5UhPT//sTUULi6pVq6JmzZqoWrWq2FGIiIiIiIgKhEX0z/D69Ws0a9YMy5Ytg0wmg0qlUn/ExMTgl19+QdOmTREaGip21Dzx9fVF7dq10bhx4yxjiYmJAABTU1NdxyIqsMOHD8PX1xdLliyBQqEQOw4RUbZSUlKQnp6OlJQUrd4nJiYm0+OTJ0/C3d0d7u7uGDx4sFbvTUREREREVBTw/bV5pFAo0KNHD9y7dw8A0LZtWwwZMgTlypXDmzdvsGfPHvj7++Px48fw9PTEf//9BwMDA5FT587b2xve3t6Ii4uDtbV1prE//vgDsbGxsLCwECkdUf6NHj0aly9fho+PT5Fqs0RE9LGIiAi4u7sDAOzs7ODn55dlzg8//JDpcUpKCmQymU7yERERERERFQUsoufRjh07EBgYCEEQMGfOHCxevDjT+ODBg/HLL79g8uTJCAoKgp+fH4YNGyZOWA0wMzODmZmZ2DGI8sXS0hL79u0TOwYRUa4qVaqExMREWFlZ5fsaSqUyx4K4nZ0dAMDJySnTcV29y+z+/ftIS0uDkZERatWqpZN7EhERERERaQOXaObRH3/8AQBo3rx5lgJ6hkmTJqFTp05QqVTYvXu3LuMRERGRnvu4jVr58uXh4OCAihUrfva17OzsIJVKIZVKc3zHjZ+fH/z9/VGhQoVMx93c3CCVSj/7np9rypQpGDFiRLYtY0aOHAl3d3f069cvy9iuXbvU7WZu3Lih9ZxERERERESfwiJ6Ht26dQuCIKBv3765zvP09AQA3Lx5UweptGfZsmVYsWIFIiMjxY5ClG9JSUlYu3ZtoX5XCBEVHd7e3ggODkZAQECBr5VRIPf394e9vb0G0mlPu3btshyLjIyETCZDRERElrHExETIZDLIZDLI5XJdRCQiIiIiIsoV27nkUUJCAgCgTJkyuc7LeOt0XFyc1jNp0+LFi5Gamop+/fqpnxNRYRMZGYnJkycjPT0d3t7e2W6iS0RE2pHx80O1atWyHZPL5dm2srGwsFCvlDc2NtZuSCIiIiIiojxgET2PSpUqhbCwMISGhuY67/nz5wAAW1tbXcTSCoVCgbFjxyI6OlrvV7cR5cbJyQkzZsxA2bJlUadOHbHjEBFlEhsbi/j4+CJbKM5uk9MM27Zty3Fs4MCBGDhwoPpxWFgYFAoFDAwM4OjoqNGMREREREREecEieh61bNkSe/fuxY4dOzBx4kQYGBhkmZOeno6dO3dCEAQ0a9ZMhJSaYWBggJ9//lnsGEQasXTpUrEjEBFl6+bNm1AoFAgJCREtQ3abki5btgz379/PtQiuS19//TVkMhmkUin8/f3FjkNERERERMUQe6Ln0dixYwEAwcHBGDRoEJKSkjKNp6amYtiwYbh//z4AYPTo0TrPSERERFQQYWFhiI2N5Z4oREREREREH+BK9Dxq06YNhg8fjh07dmDv3r04e/YsunXrBkdHR8hkMhw7dgxv374FAHh5ecHNzU3kxPmnUCggCAIkEr7GQkWDSqXCmTNnsHbtWuzYsYN9/olILxgaGkKlUsHQUPc/jmV8Hfz46+GUKVOgUCh0nic3bdu2RXx8PEqUKCF2FCIiIiIiKqZYRP8MGzduRHp6Ovz8/BAeHo6dO3eqx1QqFQCgT58+mY4XRv7+/ujZsyfatm2Lf/75R+w4RBoxY8YMBAUFYdOmTZg9e7bYcYiIYG5ujuTkZFhYWOj83jm1aomNjVW3TtEX06dPFzsCEREREREVcyyifwYjIyP8+uuvGDBgADZt2oQrV64gKioKNjY2aNKkCUaPHo1u3bqJHbPAoqOjoVQqRVkZR6QNgiBg1qxZuHTpEvr16yd2HCIirYiIiIC7uzuA9yvM9aWnORERERERUWHHKmk+dOnSBV26dBE7htb0798fnTt3hlKpFDsKkcb06dMHffr0ETsGEZHWKJXKbDcKJSIiIiIiooJh02vKwsjICA4ODnB0dBQ7ChEREX2CnZ0dpFIppFJpkd3PJCwsDP3791evtP/Q0aNH4e7uDnd3d5w9ezbTWFJSknps7ty5uopLRERERERFTNH8TUsLHj58iBEjRmDEiBG4fv16tnPkcjkqVKgAW1tbbNq0SccJP5+vry9q166Nxo0bix2FSGcePXqEyZMn48aNG2JHIaJiLikpCXK5HImJiQW6jp+fH/z9/eHv7w97e3sNpdMfkydPxpw5c/Du3btsV9onJydDJpNBJpMhJSUl05hKpVKPxcTE6CgxEREREREVNSyi59HGjRuxc+dOnD17Fi4uLtnOMTY2Rtu2bRETE4MjR47oOOHn8/b2RnBwMAICAjIdP3z4MFasWJHjiwVEhdmSJUvw888/45dffhE7ChEVc+np6VAqlUhPTxc7il4LDw/Hu3fvYGpqmu2Gp2ZmZuqV+KamppnGBEFQj5UsWVJHiYmIiIiIqKhhT/Q8OnPmDARBwMCBA2FgYJDjvCZNmsDPzw93797VYTrN2rNnD/744w/8/PPP+OKLL8SOQ6RREydORFRUFIYMGSJ2FCIiyoNPbZDavXt3dO/ePdsxc3Nz+Pv7ayMWEREREREVIyyi51FoaCgAoEGDBrnOK126NAAU6o29XF1dYWJigvr164sdhUjjvvjiCxw/flzsGEREaNGiBaKiorJdXU3asWjRIsTGxsLa2hoLFiwQOw4RERERERUSLKLnkVKpBAAkJCTkOu/ly5cAkOXtxIXJmDFjMGbMGLFjEBERFWlGRkYwNjaGsbGx2FHUunTpgri4OFhZWYkdRSv+++8/yGSyLC9cXLhwAcuXLwcAfP311/D09Mw07uHhgfT0dFSpUgVr167VWV4iIiIiItIPLKLnUZUqVXDnzh0cPHgQI0aMyHHenj17AAA1atTQVTQiyoe4uDj88ccfaNCgAZo1ayZ2HCIqBnx9feHr6wuFQiF2lBxNnDhR7Ag68dNPP2V6nJqaqn4XYXJycpb54eHhSEtLg42NjU7yERERERGRfmERPY969OiB27dvw9/fH99//z1mzpyZZc68efNw7do1CIKAnj176j4kEeXZvHnzsGbNGvTp0wd79+4VOw4RFQPe3t7w9vZGXFwcrK2txY7zSb169cpSULazs/tkj3J9ZmdnBwAoW7ZspuMmJibq1elmZmZZzitVqhTS09Nha2ur/ZBERERERKR3WETPo8mTJ2Pbtm148+YN5syZgwMHDqBnz55wcHDAu3fvcODAAQQGBgIAypUrB29vb5ET51/dunXx8uVLnDp1Ck2bNhU7DpFWjBgxAqdOnYKrq6vYUYiomHry5AkSExMRHR0tdpRshYeHIykpSewYGpXTCwCtW7dG69atczzvyJEjmR6vXr1a3famuKzeJyIiIiIqzlhEzyNra2ucOHEC3bp1w8uXL3Hjxg3cuHEj0xyVSgUHBwccOXIEJUqUEClpwcXExCAuLg6GhvznQUVXgwYNEBwcDEEQxI5CRMXU69evoVAoEBsbK3aUbJUqVUq9Ej0iIkK9PwwBf//9t7q3OovoRERERERFH6ukn6FevXq4desWVq1ahT179uDx48fqsfLly6NPnz6YPn06SpUqJWLKgrt27RoSExPh5OQkdhQirWIBnYgoZ/v371f/2d3dXd0znIiIiIiIqLhhEf0zlSxZEosXL8bixYuRnJyM6OholChRolCvPP+Yo6Oj2BGIdEapVOJ///sfypUrh6pVq4odh4iKEVNTU6SmpsLU1FQr1x88eDAiIyMzHSvsPc31xYYNG6BQKGBgYCB2FCIiIiIi0gGJ2AEKMzMzMzg6OhapAjpRcePj44N27dphzZo1YkchomLG2NgYhoaGMDEx0cr1IyMjIZPJMn18XFSn/KlQoQIqV66MChUqaOyaL168gLu7O9zd3bF69eos4z4+PnB3d4eHh0eWsQMHDqjPvXDhgsYyERERERHRe4ViJfqbN2/w9u1bJCcnw8zMDA4ODihTpozYsYqsX375BQYGBhgxYgQsLCzEjkOkVd26dcPvv/8OMzMzsaMQEWmFRPJ+zYSme5rfv38fU6ZMAcAV7pqgUCjULXPi4uKyjEdFRUEmk8HIyCjLWHJysvrc1NRU7QYlIiIiIiqG9LKI/u7dO+zduxf+/v64fPkyEhISssyxtLRE8+bN0b17d3h5eRX6PuRi8PX1ha+vLxQKhfqYSqXCt99+CwDo27cvi+hU5HXu3Blv375lEZ2Iiix7e3sAKFBP81mzZiE1NTXTqvm0tLRi3Sf99u3bmDlzJgCgT58+GD58eKbxjHY62b3AsGPHDvz1118AgO+//x7169eHgYEBpFIpAMDKyirL/WxtbSGVSrPd+N3MzEx9rrbe2UBEREREVJzpVRH91q1bWLFiBfbv34/09HQA74u62YmPj8fp06dx+vRpTJ06Ff3798e8efNQqVIlXUYu1Ly9veHt7Y24uDhYW1sDeP/33b9/fyiVSq31aCXSJwYGBiygE1GRExERodHrtW7dOsux7FZEFycfvoiQmJiYZTyjnU52EhMT1WNpaWkA3reI8ff3z/F+a9euzXHM09MTnp6eec5ORERERESfRy+K6PHx8Zg0aRJ+/fVXqFQqdeHc2NgYVapUQfny5WFpaQkzMzMkJSUhLi4OISEhCA0NhVwuR2pqKn799Vfs3r0b06ZNw4IFC7JdpUOfJpFIsHv3brFjEIkiLCwMNjY2LKoTkU7ExcVBoVCoFw5okqZbt2SnVq1akEqlxXY1upGRkXr1d3bv3LOzs8v03w9ZWFiozy3uL0YQERERERUGoleab968CU9PT4SEhEAikaBjx47o2rUr2rZti7p166r7eGZHoVDg9u3buHz5Mg4dOoRz585h2bJl8Pf3x19//YXKlSvr8JkQUWE2ZMgQ/P777/jzzz/h5eUldhwionzJrmBrZ2fHDUW1oH79+rmuHM+tR/zw4cOztH/RhNjYWCiVSkgkEvW7DImIiIiIqOBELaIfOHAAQ4YMgUQiwezZszFu3Dg4Ojrm+XwDAwO4uLjAxcUF3t7eePv2LX755ResW7cOjRo1gp+fH7p166bFZ0BERUXZsmWhUqlw69YtFtGJSCdMTU0hl8s12sM6p8Ktu7u7xu5B+qt///6QyWSQSqW5FviJiIiIiOjz5LzMWwe8vLwwYMAAPH/+HEuXLv2sAnp2HBwc8P333+PJkydwd3dHz549NRP0//twA86iKjExEVKpFKVLl0ZSUpLYcYh0xsfHByEhIfjuu+/EjkJExUTTpk1Rt25dtGzZUuwoRERERERElAtRV6L7+/ujc+fOGr+ug4MDdu3ahSFDhmjsmjdv3kTXrl0xa9YsjB07FgYGBhq7tj5RqVQIDw8XOwaRzhX0RTwiIiKxNW3aFLGxsWzlQkRERESkYaIW0fNTQE9PT0dERARsbW1hbGyc69wuXbrkN1oWc+bMwZs3bzBp0iTUrl0b7du319i19YmZmRnu3LkD4P3bzImKI4VCUWRfKCMioqJrwYIFYkcgIiIiIiqSRG3n8jnevXuHAQMGwMrKCmXLloWVlRV69+6N0NBQndz//PnzEAQBw4YNK7IFdOB9n/m6det+clNXoqIoLS0N33zzDcqWLYuIiAix4xBREePr64vatWujcePGomWIiIiAu7s73N3dMXjwYNFyEBERERERFSaiVklPnTqVp3lhYWFo0qQJ9uzZg5SUFKhUKsjlchw8eBDNmjXTSSG9QoUKAIBOnTpp9T7p6enYuHEjnJ2dYW5ujmrVquG3337L9ZwjR46gZs2asLS0RN++fREbG6vVjERFlZGREa5fv453797h4MGDYschoiLG29sbwcHBCAgIAABcv34dwcHBuHr1qs4yKJVKyGQyyGQyREZGFvh6+/btw/nz57Fv3z4AwK5du9RFehbqiYiIiIioqBC1iO7m5oaRI0d+sug7ffp0vHz5EjVq1MB///2H+Ph4HDhwAFZWVnj37h1mzJih9azLly+HIAi4fv26Vu9z9+5djBs3DnXq1MH8+fNRsmRJDB06FMePH892/pUrV9CrVy9UrFgRs2bNwunTpzFo0KB8318ul2Pr1q3YunVrsdhIlehjy5cvx+nTpzF8+HCxoxBREZeYmIjU1FQkJiZq/V52dnaQSqWQSqUafaeZubk5LCwsYG5uDuD9c8oo0muqUE9ERERERCQ2QaVSqcS6ecuWLXHlyhU4Ojpi3bp16NmzZ7bzbG1tERsbi3///Reurq7q4z/88ANmzpwJa2trREdHaz3v7t27MW7cOPzwww8YNWoUBEHQ+D1u376N+/fvo2/fvgCA5ORkVKtWDU5OTrhy5UqW+e3atUNoaCgePHgAIyMj/Pbbbxg6dCguXLiAVq1a5emecXFxsLa2Vr+YkbEZVUpKCkxMTDT0zIiISFc+/LpuZWUldhz6SMbnx8jICAqFAoaGhkhNTdXZ/d3d3SGTySCRSGBvbw/gfZHdz8+vwNfetWsXdu3ahYiICCiVSkilUvj7+xf4upQ3c+fORUxMDEqWLImlS5dq5Jr9+vVDXFwcypQpg23btmUa27x5Mw4dOgQAWLlyJWrVqqUee/LkCSZMmKB+rKl/Y0T6iN93iYiIij5RNxa9ePEiVq9ejblz56JXr17o06cP1q5di1KlSmWal5aWBgDqX/Qy2NnZAXjfAkXbFi9eDOD9L55jx47FqlWr4OrqirJly+ZYTJ8/f/5n36devXqoX7+++rGZmRlatGiBkydPZpkbHh6O8+fPY8qUKTAyMgIA9OjRAwYGBti7d2+ei+gfMjQ0RPfu3QFAKy8SEBER0XuWlpZITk5Wr+LWtYzWLpo0cOBADBw4UF2oJ90KDAyETCaDVCrV2DUjIiIQExMDY2PjLGMJCQnqz3PGz+sZ0tPTIZPJ0LBhQ1SpUgUlSpTQWCYiIiIiIl0TtYguCAImTZoEDw8PjBo1Cnv37sXZs2fxyy+/YMCAAep5bdu2hb+/PxYsWIDff/8dJiYmePfuHVatWgVBEDKtTteWhQsXZioqP378GI8fP871nPwU0bMrXEdFRcHW1jbL8Vu3bkGlUsHFxUV9zNraGpUqVUJQUFCO90hNTc204i0uLk79Z3Nzcxw5cuSzcxMVJdHR0dixYwfu37+PLVu2iB2HiIooiUQCiUQCAwMDnd43YxECAPWKcaKc2Nvbw9jYONO/mwyWlpbqgn3Ggo4MhoaGkEqliI+Px+DBg+Ho6KiTvERERERE2iBqO5ePbd68GdOnT0d8fDy6du2KDRs2oGzZsggODkaLFi0QHx8Pe3t7VKxYEcHBwUhMTISFhQUuXbqUafW2NuSnf6gmfil9+/YtKlasCA8PD+zduzfT2O7duzFw4ECcOHECbm5u6uNNmzZFTEwMHj58mO01Fy5ciEWLFmU5zrcfEr0XFhYGJycnKJVKPHnyBFWqVBE7EtFn4dvK9VvG58fOzg7JycmwsLAQbdV2xopxTbdd0dZ1KXdJSUlQqVQQBEG0dzgQFUf8vktERFT0ibqx6MdGjx6Nu3fvws3NDceOHUPdunWxdetW1K5dG+fPn0ejRo0QHh6OgIAAJCYmokGDBvjnn3+0XkAH3hfEP/dDExYuXIjU1FSMGTMmxznZvQ6SWyuWWbNmITY2Vv3x8uVLjWQlKiocHR3x7bffwtfXN0sbKSIiIn318Uav+bVr1y5s3rwZu3bt0lAyIiIiIqLCTdR2Lh9KSEhAcnIyypUrh+PHj8PPzw+TJk3CN998gz///BNbt27FtWvX8OLFC4SFhaF06dKoXLmy2LG16sqVK9iyZQvc3d3Rvn37LOMZb6uNiorKdDwyMhJlypTJ8bomJiY5bhianJyM2rVrQ6VSITg4mKuYqNj66aefxI5AREVceno6FApFll7SRGLbtWuX+p0EAwcOFDsOEREREZHoRF+JHhwcjHbt2qFkyZJwcHBAlSpV8Oeff2Lw4MG4f/8+vvrqK5w9exZ169bF6tWrUaFCBTRv3lz0Anpqairu3buXqfd4eno65HK5RlahJyUlYejQobC2tsbGjRuznVOvXj0AwM2bN9XHoqOjERISggYNGuTrviqVCiEhIXjx4kW2K9yJiIhIM5KSkpCWloakpCSxo2hczZo1Ua9ePdSsWVPsKCSyMWPGwMvLK9d3VRIRERER6TtRV6I/evQILVu2RFxcHAwMDGBmZobnz59j4MCBiI+Px6hRo7Bv3z7s378f3t7emDx5Mvbu3Yvt27ejRo0aomS+cOECvvvuO/z7779IT09HjRo1EBwcDABYsWIF5s+fj2rVquHu3bswNMz/X++kSZPw5MkTHD58GE5OTpnGlEolJBIJHB0d0bhxYxw6dAjLly+HoaEh9u/fD4VCgT59+uTrviYmJrh69SoAwNTUNN/5iYqCtLQ0/P3334iKisKQIUPEjkNEVGisWrVK7AjF0tmzZ5GSkgJTU9Ns38WYV0uWLIFcLoexsXGBM4WGhkImkyEhIaHA1yIiIiIiEouoG4v26tULBw8eRLVq1XDu3DmULl0aX3/9NXbu3AkrKyuEhYWp24lER0djwoQJ2LVrF0xMTDB//nxMnz4dBgYGOsv7448/YtasWVCpVOpV2jVr1lQX0VNTU1G2bFlER0dj27ZtGDZsWL7us2fPHvTr1w/16tXD6NGj1cdLlSqFa9euYfv27bhz5w7KlSuHU6dOwc3NDW5ubmjWrBlWrlyJ5s2b4+TJk3m+HzfCIcre8ePH0a1bN0ilUrx+/bpAL4wR6RK/ruu3jM9P2bJl1RuLhoaGipKFG4AWLRmfTwC4fv16ljHg/c+uH7/I8cMPP+DcuXMAgK1bt8LR0VFjmXr16oXw8HCUKlUK+/fv19h1ifQJv+8SEREVfaJWhM6ePQtBEDB58mR1D+9ly5Zh586diI+PR0BAANq0aQMAsLGxgZ+fH/r3749vvvkGc+fOxb59+7B9+/Z8ty75HKdOncKMGTMAvP8lZOjQoejbt2+mOSYmJujVqxe2bNmCvXv35quI/vDhQ4waNQoAcOfOHfj4+KjHGjRoADc3N5iYmEAied+Jp3PnzvDz88O8efNw/vx5dOvWDZs2bcrnsySiD3Xu3Bl16tRBly5dkJSUxF+KiEijatWqhejoaEilUrGj6IXBgwcjMjIyx3E7Ozv4+fnpMFHhNXjw4CzHMorrpUuXzjIWHx+vHlcoFBrNwsI5ERERERUFohbRMzbS+nCTyw//nJ6enuUcd3d3BAcHY8qUKdi2bRuaNGmCadOmYenSpVrNmrFix9XVFceOHQOALEV0APjiiy+wZcuWTH3KP0eNGjUQFxeX65zvv/8+0+OBAwdqbNMnhUKBvXv3QqVSoXfv3hp5Gy9RYWVkZIQ7d+5AEASxoxARFTphYWGYMmUKYmNjs4xlVxCPjIxUF3IpfzI2nc9u76CMF2tsbGyyjJUoUUI9rst3eRIRERERFRaiFtGbN2+Os2fPYsOGDejbty/MzMywcuVKAO+L6Y0aNcr2vBIlSmDz5s3o168fRo0aheXLl2u9iB4QEABBENCvX79c59na2gIAoqKitJpHWxQKBQYMGAAA+PLLL1lEp2KPBXQiKg4iIiLU7T40seJ78uTJiI6Oxrt37z65OOBjEokE9vb26scymQzfffcdypcvX6BMxUFun7fc2vVMnz4d06dP10YkIiIiIqIiQdQi+tKlS+Hq6orr16+jcuXKsLOzw/379yEIAmbOnImSJUvmen779u1x9+5dzJ49W+tZk5OTAbwv4Ofm7du3AABLS0utZ9IGAwMDtG/fHoIgsP8z0QcePHgAmUwGV1dXsaMQURGhVCqhUCg03j4jv1k0uQo8PDwckZGRMDU1zbRReUREBJRKJSIiIrBr165M76QzMjICANjb27M/OxERERER6RVRq6RNmzbF0aNHMWrUKLx8+RLv3r2DmZkZZs+ejTlz5uTpGmZmZvj555+1nBSoWLEiHj58iGvXruXaOmXPnj3q+YWRgYEB/vnnH7FjEOmVAwcOoFevXuqNhLk6nYg04eLFi0hPT1cXj8WQ0f4D+L8CtybktCI6Y+NLpVKJxMTETGM//fQT+vfvr5H7k/7Yu3cvEhMTYWFhAS8vL7HjEBERERHli+hLjTt37oyQkBDcvXsXycnJqFOnDiwsLD55XmpqKh4+fAjgfR/xD3upa0OPHj2wYsUKbN26FV5eXmjZsmWWOQsWLMDFixfz1PaFiAqPjh07wtraGtWqVUNsbOwn3yVDRJQdX19f+Pr6qleeq1SqTP8Vw4fF7owCtzZ9WLT/+Oe9smXLQiqVZppDhd/OnTshk8kglUpZRCciIiKiQktQifmbWw4mT54MABg5ciTq1KmT7RyFQoFq1arhxYsXWLlyJSZNmqTVTNHR0ahfvz5ev34NIyMjuLu74/Dhw7C3t8fgwYNx6tQpBAcHQ6VSoW7durh8+XKhaekSFxcHa2trxMbGwsrKSuw4RHopPj7+k+2ciPQFv67rt4zPj4mJiXolekbbODFlFNGlUqletVO5cOECUlNTYWJigtatW4sdhz6Tvv67ItIkft8lIiIq+kRfiZ6dX375BYIgoG3btjkW0Q0MDDB48GAsWbIEu3bt0noR3cbGBqdOnYKHhweePn2KI0eOQBAEREZG4pdfflGvImvevDn27t1bKAroH6+Iy1C/fn0oFAqcP38+08ZeRMUZC+hEpGmWlpZITk7O0zvwirPly5eri7Asohc+8+fPh1wu52b1RERERFSo6WURPa9q1qwJAHj8+LFO7lerVi3cvn0bW7Zswf79+3H37l0kJCRAKpWifv36GDhwIPr16weJRKKTPAXl7e0Nb29v9cqJDPfu3YNSqURaWpqI6Yj0U1xcHEJDQ1G3bl2xoxAREem9Zs2aiR2BiIiIiKjACnUR/fLlywB020vUzMwMEyZMwIQJE3R2T107c+YMAMDW1lbkJET65d9//0X37t1Rvnx53Lt3jxuMEhEREREREREVA3pTRA8MDMS6desyHVuzZg0OHTqUZa5CocDDhw8REBAAQRB08tbe27dvAwAqVaqUY1uHhIQEdOrUCXK5HD/++CPat2+v9Vza0K5dO7EjEOmlRo0aqf/87t07ODg4iJiGiIiIiIiIiIh0QW+K6A0bNoSTkxOWLFkCQRCgUqnw77//5nqOSqWChYUFli5dqvV8zs7OEAQBBw8ehIeHR7ZzLC0tUatWLezcuRNr1qwptEV0IsqelZUVgoKCULVqVa5CJ6ICS0lJQVpaml5sKkqkLREREVAqlZBIJNxrh4iIiIgKLb0pogPAokWLAEBdSLe3t4e5uXmWeRKJBBYWFnBxccGUKVNQv359XUfNUcuWLbFz505cv35d7Cj5dvToUSiVSnTu3BlmZmZixyHSK9WqVRM7AhEVEXK5HAqFAnK5XOwoRFozZMgQ9caw/v7+YschIiIiIsoXvSqiA+8L6QYGBli4cCG2bNmS46pvfZWamgrg/aqbwqp3796Qy+UIDQ2Fk5OT2HGI9JJSqURoaCgqVqwodhQiIo2KiIiAu7s7AMDOzg5+fn4iJ3ovIiICvXr1wv79+8WOQkRERERExYzeFdEBYP78+ZBIJKK3S3jx4gVevHiR6djdu3dRsmTJLHMz+rQvXrwYgiAU6tWqzZo1g1wuh5GRkdhRiPTSw4cP0a1bNyQlJeHFixcwNNTLL6VEpOfq1KmD2NhYvdvIW6lUQiaTiR0jC6VSifDw8EzHwsLCMGXKFMTGxmaZr08vABRnrVq1QmxsLKytrcWOQkRERESUb3pZ+WndujV8fHzg5uYmao4SJUpg0qRJuHXrlrpP+7x583I9R6VSQRAEjB8/XkcpNe/8+fNiRyDSaxUrVkRsbCxSU1MRHBysVy2liKjwsLe3h4GBAaRSqdhRALwvOmfI6GOtDz7M9WGbudWrVyMuLg6mpqZ4/PixGNEoD2bPnq3V6y9btgwXL14EAPz222+Z+q5fvXoVixcvBgAMGzYMXl5eWs1CREREREWXROwA2bl06RL69++PSpUqYenSpaKthrK1tcWZM2fQoEEDdXFcpVLl+mFmZobZs2fjm2++ESUzEWmfiYkJ/P39ERYWxgI6kZ7x9fVFxYoVYWZmhpo1a2LNmjVQqVTq8QcPHsDV1RXm5uZo1qwZ7t27l+l8uVyOb7/9FjY2Nihbtiw2bNiQ5R5HjhxBzZo1YWlpib59+2a7Crow8vPzg7+/P/z9/fVqA8gPc33YyuX69eu4cuUK3r17B6lUqv6QSPTyx1sCMGPGDLi7u8Pd3T3LXgAnT55Uj508eTLTmFwuh7u7O/r374+wsLBMY7GxsZDJZJDJZFle+JHL5eqxxMRE7TwpIiIiIioW9HIleoUKFfDixQuEhYVhwYIFWLp0Kfr06YPx48ejadOmOs1ia2uLf/75Bx07dsTNmzexdOlStGzZMsu8jM1Oa9SoAQsLC51mJCLd++KLL8SOQETZePToEXr27IkyZcpg3759mDhxIoyMjDB27FhER0ejY8eOsLS0xMKFC+Hn5wc3NzfcvXtX3Wri22+/xZYtWzBlyhS8ffsW48aNg1QqRa9evQAAV65cQa9evdChQwcMHjwYK1euxKBBg3D06FExn3axlFOrFnd3d71sR0NAdHR0jp+blJQU9VhKSkqWcZlMBoVCgYULF8LGxgYrVqwAAFhbW6vfzfHxCyjGxsbqsQ9/Pu/VqxfCw8NRqlQp9tgnIiIiojzRyyL6s2fPcOzYMfj6+uL06dOQy+XYvXs3du/ejYYNG2LChAno27cvjI2NdZLHxsYGZ86cQefOnVG3bl20adNGJ/cVS+vWrSGXy3HkyBGULl1a7DhEei8mJibbvRKISPdWr16t/rOPjw8qV66M3bt3Y+zYsVizZg3CwsLw6NEjVK1aFX369EHVqlWxdu1azJ07F8+ePcOmTZswe/ZsdQuIFy9eYObMmeoi+uzZs1G+fHkcPXoURkZGcHJywtChQ3Hx4kW0atXqs7K+ffsW8fHxSE9P19xfAJEes7GxybF9kampqXrM1NQ0y3jG2KtXr5CcnKw+nlu7mGbNmsHf3z/L8eTkZCQlJWW6DhERERFRbvSyiC4IArp3747u3bvjyZMn8PX1xa+//oqYmBjcuHEDw4YNw9SpUzFq1CiMGTMG5cqV03qmjEJ6dHR0rvMePHgAQRBQo0YNrWfSlv/++w9paWlIS0sTOwqRXouKisKgQYNw+fJlvHz5EiVKlBA7EhF9wNzcHA4ODoiKigIA7Nu3D40aNULVqlUBAJUqVYKLiwv27t2LuXPn4uDBg1AoFOjbt6/6Gp6envDx8UFgYCCcnJxw/vx5TJkyRb35do8ePWBgYIC9e/d+dhH94cOHUCgUePPmjYaeMQHcyFKfZawez46bm1uO+yEZGxtnWwzPr/Lly8PS0lLvNvUlIiIiIv2l900jq1atip9//hmvX7/Gpk2bUKdOHahUKoSHh2P58uWoXLky+vTpo5Ms1tbWqFixYq5zNm/ejNq1a+P48eM6yaQNhw4dwpEjRzJt5EVEWdnY2ODp06eIjY3FuXPnxI5DRB+IiYnB+vXrcfv2bXTr1g2pqam4f/8+XFxcMs1zcXFBcHAw5HI5goKCYGRkhDp16mQaB4CgoCDcunULKpUq0zWsra1RqVIlBAUF5ZglNTUVcXFxmT5Ie2bPno0VK1ZofUNLKrw2btyIvXv3YuPGjWJHISIiIqJCQi9XomcnNDQUwcHBeP36daYNPkuVKoW6devqLMerV68QEBCApKQkKBSKLOPh4eFQqVSYO3cuunbtqrNc+eHr6wtfX98sz8Pd3V2kRESFiyAI2LJlCxwdHdUrW4lIfOnp6bCxsQHwfv+CxYsXIzIyEgqFIsvKU1tbWygUCkRGRkImk2U7Drzvx2xmZpbp2IdzcuvBvXz5cixatCjLcWNjY8jlcp21pyMiIiIiIqL80esienp6Og4cOIANGzbgf//7HwBApVIBAFxdXeHt7Y2vvvoKhoa6eRrTp0/Hzz//DKVS+cm5T58+1UGigvH29oa3tzfi4uL4lmeifHJ1dRU7AhF9RCKRYNSoUTh9+jSuX78OX19f9OvXD8D//RzxMUEQ8jSe05wPxz82a9YsTJ48Wf04Li4OTk5OMDU1hUqlUhfn9VFERIT6xXU7O7scN/MkIiIiIiIqyvSyiP7ixQts2rQJO3bsgEwmU/+yWqJECQwaNAje3t6oXbu2TjPt3LkTP/30U57mSiQS+Pj4aDmRdiiVSpw5cwYGBgZwdXVV93wlok9LS0vj/zNEekAikWDz5s1ISEhA3bp1sXHjRowdOxaCIKj7o2eIjIyEgYEBbG1tYWdnl2Xvk8jISABAqVKl1G3OsrtGmTJlcsxjYmICExMTTTw1nVMqlbmusiciIiIiIioO9LKIXrVqVSiVSnXxvG7duhg7diwGDx4MS0tLUTJt2rQJACCVSuHr6wtnZ2d4eXmhffv2GD9+PID3PU87duyIOnXq4LvvvhMlZ0HJ5XJ06dIFwPt+slyhTvRpcrkc06dPxx9//IG7d++iVKlSYkciIgCWlpZo0qQJ/P39YWZmhqpVq+LmzZuZ5gQGBqJmzZowNjZGvXr18Oeff+LevXvqvuiBgYEAgAYNGsDR0REAcPPmTQwcOBAAEB0djZCQkBw3RCysPtwXJSIiAkqlstCsSh88eDAiIyP1OiOJa/369YiPj0eJEiUwbtw4seMQERERUSGglxuLZhTQBUHI1P88p7dY68Ldu3chCAKmTp2KXr16oUqVKhg0aBD+/vtvVKhQARUqVED16tXh7e2NU6dOYcOGDaJlLQiVSgVnZ2fUrVuXPVqJ8sjY2BiXLl2CTCbDnj17xI5DVKx9uMlvXFwcrly5gurVqwMAevbsicDAQDx79gwA8PjxY9y8eVO9QXmPHj0AAH/99Zf6Gnv37kWlSpXQqFEjODo6onHjxjh06BDS09MBAPv374dCodDZJue64ufnB39/f/j7+8Pe3h7A/61Kl8lk6hX6+iijv70+ZyRxHTt2DH/99ReOHTsmdhQiIiIiKiT0ciX68+fPsWnTJmzfvh3v3r1DcHAwfHx8MHPmTAwYMABjxoyBs7OzTjNlbL7p5OSkPta/f39Mnz4d586dQ9u2bQEAZcuWhUqlwrp16zB27FidZtQEMzMzBAUFiR2DqNBZvnw5FAoFOnXqJHYUomKtZ8+esLOzQ40aNXDz5k28efMGv/zyCwBg8uTJ2L59O7p27Yphw4Zhx44dcHBwULdgq1OnDgYMGIDly5dDLpcjJCQEly5dwh9//KHueb506VK4ubnBw8MDzZo1w8qVK9GlSxe0adPms7MmJCQgPT09T3utiCm7VemFwYcr5z/EFepERERERPS5BJWYy7s/IT09Hfv378+0sWjGL7FNmjTB2LFj0bdvX530Ga1duzYePnyIefPmYeHCherjPXr0wOPHj3Hs2DGYm5vD09MTV69ehbm5ORISErSeSxMyNhaNjY2FlZWV2HGIiKiAivPX9YULF2LXrl0IDQ1F+fLlMWvWLIwYMUI9HhgYiDFjxuD27dtwcXHBli1bULduXfV4UlISJk6ciD179qBEiRKYM2dOlnYPu3btwrx58/Du3Tt069YNmzZtQsmSJfOcMePzY2RkBIVCAUNDQ6Smphb4ueuCu7s7ZDIZpFIp/P39xY6TrYyMOdHn7KQbT548QXp6OgwNDVG1alWx41ARUJy/7xIRERUXel1E/9D9+/exadMm/Pbbb4iJiVEX00uWLIlhw4Zh5cqVWr3/9OnT8dNPP6FChQq4f/8+TE1NAQABAQFo0aJFllVZTZo0wZUrV7SaSVP4Qx8RUdHCr+v6LePzY2xsjPT0dBgZGSElJUXsWHlSGIroGT3RPyaTyTBixAhUrly5yPWwJyJx8fsuERFR0aeX7VyyU7lyZdSrVw9ly5ZFbGwsgPf9uxMSEvD27Vut33/GjBn4448/8OLFC0yaNAkbN24EADRu3Bi+vr7w8fFBWloaAMDa2lr91vHCRiaToU+fPjA3N8eJEyfEjkNUqCiVSqxfvx47duzA8ePH4eDgIHYkokJHqVSq38lV1AsRrq6uiI6OhlQqFTtKkcJWLZRX9+/fx5QpUwC8bwU1evToTOMjR47EmzdvYGVlhT///DPT2K5du7Br1y4AwJIlS9CoUSPdhCYiIiIiUeh9Ef3FixdYv349tm/fjqioKADvi+elS5fG6NGjMWbMGJQpU0brOezs7HD16lU8ePAAAJCcnAwzMzMAwOjRo9G2bVucOnUKpqam6NatW6EtniUmJuJ///sfzM3NxY5CVOhIJBLs2rULgYGB+PXXXzFjxgyxIxHplTVr1gAAunfvjkqVKmU7Ry6Xo1q1aoiIiMCWLVsytWIhItKktLQ0deuf7NowZmxSK5fLs4wlJiaqz81unIiIiIiKFr0top85cwbr1q3D8ePHoVQqkdF1pnHjxvDx8UHfvn1hZGSkszzz5s3D2LFj0aFDh2zHq1evjurVq+ssj7aUKlUKf/31FwpJlx8ivTNr1iyEhoZi4MCBYkch0juTJk2CIAioWLFijkV0U1NTDBs2DD/++CN27NjBIrqe+njTTm7WSYWRkZGR+p0glpaWWcbt7Owgl8uzfVeMhYWF+lxjY2PtBiUiIiIi0ellET1jE0/g/apzIyMj9O7dGxMmTEDTpk1FyfTdd99hxYoV+Oqrr+Dj44NWrVqJkkPbLC0t0bt3b7FjEBVaHh4eYkcgKvTq168P4H2rBdJPSqUy18079dGLFy/w8uVLTJ8+PduNYPlCQPFTq1atXHv7b9u2LcexgQMH8gVzIiIiomJEL4voGS1TSpcujW+++QZjxozRi/Yo6enp2LdvH/bt24d69erBx8cHAwcOVG8ySkRERAWX8XNAYdlsM7/u3buH5ORkneztoil2dnaZHkdERGTZXF1fjR07Vl34L2wvABARERERkbj0sojepEkT+Pj4wMvLS6ctW3Lz5MkT+Pr6YufOnYiOjsbt27cxevRoTJ8+HSNHjsTYsWNzfGu6vvL19YWvry8UCoX6WGxsLG7fvg0rKys0aNBAxHREhZdKpcLff/+NHTt2YMOGDbC1tRU7EpFobt68iSNHjmQ69ueff+LmzZtZ5ioUCjx8+BAHDhyAIAho3LixjlKKIyIiAgqFAklJSWJHybOPV2q7u7sXmoL0xy8AZChMLwSQ/gkLC4NCoYCBgQEcHR3FjkNEREREWiKoRGx+fezYMXTr1k1r1/f398/Ur1MTkpOTsWvXLqxfv15dABAEARKJBF27dsX48ePRsWNHjd5T2+Li4mBtbY3Y2FjcvHkTbdq0QbVq1fDo0SOxoxEVSiqVCs7Ozrh9+zbWrl2L8ePHix2JipkPv65n18tXl1QqFUaOHImdO3dCEASoVCoIgvDJcwwMDHDq1Cm0a9dOR0l1J+PzY2RkBIVCAUNDQ6SmpoodK18yiuhSqTTXthj6rCg8BxIP//0QoF/fd4mIiEg7JGLevEePHujXr5/G38YcGRmJAQMGaKU3sZmZGb7++msEBgbiwoUL6N+/v/qX4KNHj6JLly6oXbs2fH19NX5vXTA2Nkb16tUL3ap6In0iCAImTZqECRMm5LgZMVFxIQgCtm3bhmHDhqkL6CqVKtsP4P1mfa1bt8bx48eLZAH9Q+bm5jAyMoK5ubnYUYiIiIiIiCgXorZzOXjwIIYMGYKqVavC29sbU6ZMUe9ynx+hoaHYsGEDtmzZArlcjn379mkwbVbNmzdHeHg4njx5guvXrwN4v3ruwYMH2LdvH7y9vbV6f21o1qyZelNXIsq/4cOHix2BSG8IgoDt27dDEATs3LkThw4dKpab8H7cRs3Q0BAGBgZ607quuPrtt9+gVCohkYi6toQKqbZt2yI+Ph4lSpQQOwoRERERaZGo7VwA4PHjxxg4cCCuX78OQ0NDdO7cGd27d0eLFi1Qr169XM9VqVS4desWLl68iFOnTuHEiRNQKpWoVKkSDh48+Mnz8yssLAxbtmzB1q1bERYWps5iaWmJwYMHY9y4cahTp45W7q0NfPshEVHRos9f10ePHo1u3boVyyJ6hozPj52dHZKTk2FhYVFo+op/jK0siIj0+/suERERaYboG4tWq1YNV65cwffff49ly5bB398fJ06cAPC+tUjFihVRoUIFWFlZwczMDPHx8YiKikJUVBRevHiBhIQEAO+L2BKJBMOHD8fPP/+sldUgp06dwsaNG3Hs2DEoFAr1W89r166NcePGYciQIbC0tNT4fYmo8Hry5An8/Pwwa9YsmJqaih2HSHSbN29Wf+8mIiIiIiIiKgxEL6IDgIGBAebMmYMhQ4Zg4cKF2LVrF+RyOVJTU/Ho0aMcN7jMKGIbGhqiT58+mDFjBurXr6+VjNWqVcOzZ8/U9zU0NETPnj3h7e2NNm3aaOWeYjhz5gxWrVqFxo0bY9GiRWLHISrUVCoVOnTogNDQUNSuXRt9+/YVOxKRXsh4wTkmJgaJiYnq9ibZKV++vK5i6ZxSqYRKpYJSqRQ7ChEV0OTJk/HgwQMAyPKujKNHj2LDhg0AgKlTp6J9+/bqsaSkJPTu3Vv92M7ODn5+fjpITERERESfQy+K6BmcnJywbds2fP/999izZw+OHTuGK1euID4+PstcS0tLNG/eHF27dkXfvn1RunRprWZ7+vQpgPd9XQVBgIeHBxYsWFCo2rbkRWhoKE6cOAFBEMSOQlToCYKAESNG4L///kOZMmXEjkOkF8LCwjB9+nQcP34ccXFxuc4VBAHp6ek6SqZ7CQkJUCgUub6IQNp34MABJCcnw8zMDJ6enmLHoUIqOjo6x7ZMycnJ6rGUlJRMYyqVCjKZDA4ODqhYsSJKliyp7ahERERElA96VUTPUKpUKYwfPx7jx48HALx+/Rpv375V/4Lj4OCAsmXL6jTTr7/+ik2bNuHy5csA3m+KevDgQbRu3RpjxoxBr169isTGYK6urti5cycLfkQaMn/+fL4oRfT/vX79Gk2aNMHbt28h8pYsRGpbt25V93VnEZ3yy8bGBlKpNNsxMzMz9djHrd0EQYBUKkWJEiUwe/ZsODo6aj0rEREREX0+0TcWLWzu3LmD9evXY/fu3eoV8oIgwN7eHiNHjsSoUaNQqVIlkVN+Hm6EQ0RUtOjr1/Xhw4fj119/BQA0bdoU3bp1g4ODAwwNc35Nf+jQobqKpzMZnx8bGxukpqbCzMwMERERYsfKl6KwsWhReA5EJC59/b5LREREmqOXK9H1Wb169bBhwwb89NNP8PPzw8aNG3H79m2Eh4djxYoV+OGHH9ClSxeMGTMG3bt3FzsuEemJhIQEHDt2DH379uXKdCq2/P39IQgCunTpwmIlgEaNGiE6OjrH1atERERERESkHyRiByisLCwsMGbMGOzbtw8tW7ZUH1cqlThx4gR8fHxETJd/b968QVBQEF6/fi12FKIiIz09HdWrV0f//v1x8eJFseMQiSajF7CXl5fISYiIiIiIiIjyjkX0fDpx4gS6du2KmjVrqvukq1QqtG7dGnv37lVvRFrYbN68GQ0bNsSSJUvEjkJUZBgaGuLLL79E1apVP7mRIlFR1rRpUwAo0puFEhHlx6JFi9CvXz988cUXiI2NzTR24cIFuLu7w93dHQcOHMhyroeHB9zd3QvtIh4iIiKiwoDtXD5DXFwctm/fjvXr16uL5CqVCqamphgwYAB8fHzQoEEDkVMWjIWFBRwdHWFrayt2FKIiZfXq1bCwsGArFyrWFixYgLNnz+K3337D119/LXYcIiK98d9//0EmkwF4/87WD6WmpqrHkpOTs5wbHh6OtLQ02NjYaD8oERERUTHFInoejR07Fr///juSkpKQsRerk5MTxo0bh1GjRhXKorOvry98fX2hUCjUx6ZOnYqpU6eKmIqoaLK0tBQ7ApHonJycMHfuXCxevBhjxozB7NmzP3lO+fLldZBMHFeuXIFcLoeJiYnYUYhIZHZ2duo/SySZ3yxsYmKi3jvBzMwsy7mlSpVCenp6ofx9hIiIiKiwEFQZFWHK1Yc/zLq6umLChAno2bNnlh9yCyPuJk+kOyqVCvfu3UPdunXFjkJFmL5+XTcwMPis+YIgFMnWLxmfHyMjIygUChgaGiI1NVXsWPni7u4OmUwGqVRaaDeLLQrPgehDq1evRlxcHKysrDBx4kSx4xQL+vp9l4iIiDSHK9HzyNTUFAMHDsSECRNQr149seMQUSGUlJSEhg0b4uHDhwgJCUGFChXEjkSkU3zdvuiKiIiAu7s7gPcrav38/ERO9HkMDQ1hbW2d6djcuXMRGBgIoHA+Jyq+/v77b/ULQyyiExEREWkGi+h59OrVq2LxFsn169fj33//xYABA/DVV1+JHYeoSDE3N4ejoyNevnyJoKAgFtGp2NmxY4fYEfRKiRIlkJycDAsLC7GjFJhSqVT3bC6Mypcvj5UrV2Y6FhMTU6ifExERERERaQ6L6HlUHAroAHDt2jXs27cPX3zxhdhRiIqkLVu2oHTp0uyRTsXS0KFDxY6gVwRBUH8UVh/2cY6IiMiyIWJhYGdnp95Y/UMlS5aERCIplM+JircNGzZAoVB8dgstIiIiIsqZqEX0xMREqFQqFpP0yJAhQ9C4cWM0b95c7ChERVKVKlXEjkBEIsluQ+/C7sMWJxm9xQubnNq0LF26FIGBgYXyOVHxxne6EREREWmeKEX0ffv2Yd68eXj06BEAwMrKCtHR0WJEoY+0b98e7du3FzsGUbGQnJwMMzMzsWMQ6UxoaOhnn1O+fHktJBGHt7c3vL291RvQERERERERUeGg8yL64cOH4eXlhZIlS6JPnz54/Pgxbt68qR7/77//sG3bNkybNg3VqlXTdTwiIq0LDw/HsGHDEBAQgJcvX8LExETsSEQ6UalSpc+aLwgC0tPTtZRGfGlpaUhPT4dcLhc7ChEREREREeVCousbfvfdd7Czs8OdO3fw559/wsPDI9O4i4sL9u/fj507d+o6GgF4+fIlHj9+jPj4eLGjEBVZtra2uHnzJsLDw3Hx4kWx4xDpjEql+uyPoiw5ORnp6elITk4WOwoRFSG3b9/GjRs3cPv2bbGjEBERERUZOl+JfufOHQwfPhxly5bNdtzY2Biurq44c+YMvvvuOx2n0y/Dhg3Dr7/+mmsRISQkJMvKPmtra8TExOTrnt988w1OnDiBHTt2YNiwYfm6BhHlzsDAANu3b0fFihVRo0YNseMQ6cyOHTs+OWft2rUICgrCt99+i3r16ukgFRFR0TJz5kzIZDJIpVL4+/uLHYeIiIioSNB5Ed3ExASmpqa5zilXrhz+++8/HSUqGgYNGoSmTZsCQIFaQ5iamsLa2pp9mom0rEuXLmJHINK5oUOHfnJOz5494ezsjN9//x137tzRQSrxODk5ISkpCSVKlBA7ChEREREREeVC50X0+vXr48KFC7nOsbCwQGRkpI4S5V9iYiISExMhlUrFjoIOHTpoZOX4gQMHCh6GiIgon6ytrTFu3DjMmDEDCxcuhK+vr9iRtKZy5cqIjo7Wi58jNCkiIgLu7u4AADs7O/j5+YmcKP969uyJhIQEWFpaih2FKM/69OmDxMREWFhYiB2FiIiIqMjQeU/0oUOH4saNG9i0aVOOc+7fvw8rKysdpsq7J0+eYMyYMXBycoKVlRXatWunHlu2bBkcHR3RoUMHERMSUWHx+vVrTJo0Cb179xY7CpFeKVeuHADg0KFD4gahfFEqlZDJZJDJZIViUURuRo8ejcmTJ2P06NFiRyHKs+HDh2P8+PEYPny42FGIiIiIigydr0QfPnw49uzZg3HjxuHevXuQy+WZxv/9918cP35cvYJJn/z5558YOXIkUlJS1H3KP+xXPn78eCxfvhznzp3DgQMH4OnpqbNssbGxUCgUMDAw+OTc1NRUpKamqh/HxcVpMxoR5WLNmjVQqVR48eIFKlSoIHYcIr1w/fp1AOAm14WMnZ2d+s8RERFQKpUipiEiIiIiItIcnRfRJRIJjh49imHDhmHdunUQBAEA4OnpiYiICFy9ehWCIGD69Om6jpar69evY/DgwVAoFHB2dkb//v0xY8aMTHOsrKzw1Vdf4ffff8fvv/+u0yL6pEmTMHPmTLi7u2P16tXqVXzZWb58ORYtWpTt2KJFi/Ds2TNMmjQJLi4u2opLRADKli2LxYsXw9nZGWXKlBE7DpHWhYaG5jimUCgQHh6OM2fOYO3atRAEAQ0bNtRhOt1LSkpCcnIyEhMTxY6iER+2bXF3d4dMJhMxjWbltLijsLerISIiIiKivNF5ER14v/HlH3/8ga+//hrr1q3DP//8o37LdrVq1fDDDz+gVatWYkTL0fLly6FQKNCgQQNcu3YNhoaGWYroANC8eXP8/vvv6lV02mZra4vdu3dDEAScPXsW27dvR2BgIO7evZtjH8RZs2Zh8uTJ6sdxcXFwcnICABw/fhwBAQHo06cPi+hEOjB37lyxIxDpTKVKlfI0T6VSwcDAoMj//xEQEACFQgFDQ1F+HKPPUJReECAqiNjYWPTv3x8A0LRpUyxYsCDT+Ny5cxEYGAgA2LdvH8zNzXWekYiIiEgbtP5b2/Xr11GvXj2YmJhkGevQoYO6f3hsbCxUKhVKliyp7Uj5cuHCBQiCgJEjR+b6y27G5mDh4eE6yWVlZaX+QbZfv36oXr06pk2bhv3792PIkCHZnmNiYpLt5wMAJkyYgLCwMNSqVUtrmYmIqHj6sAVabmxsbLBu3Tp07NhRy4mI8ubjzV/Zrob02eDBgxEZGamVd0pk7HkAvP/97WMxMTHq8Q+/5p89exYpKSkwNTVF+/btNZqJiIiISBe0XkRv0qQJDA0NUbNmTbi4uKg/nJ2dYW1trZ734Z/1UUZfVnt7+1znRUVFAQBMTU21nik7nTt3xrRp0/D69et8nT9o0CANJyKiTwkPD8dff/0FS0vLHF/8IioKduzYkeOYRCKBubk5ypUrBxcXFxgbG+swmTgMDAygVCrztJ8Jicvf3z/T46LWroaKlsjISI39+7xw4QJSU1NhYmKC1q1bQyKRqF9Uyu73t5IlS6rHM9p2AsBPP/0EmUwGqVTKIjoREREVSlovok+bNg03b97EzZs34efnBz8/P/UPVBUrVsxUWHdxcdHbvsCOjo4ICQnB7du30a9fvxznHTlyBABQvnx5rWVRKpWQSCQA3rdisbKyUo8dPnwYwPu2OERUOJw4cQLe3t6oVasWi+hUpA0dOlTsCHrFwsICycnJObZfIyLKj4xNfj/c7De/li9fri5+t27dGtbW1lleVPrQ0qVLC3xPIiIiIn2k9SL6ihUr1H9+/fo1goKCMn0cOHAABw4cUBfWS5UqBRcXFzRs2BDfffedtuPl2Zdffon169dj48aNGD58eLZF6u3bt+P48eMQBAE9e/bUSo4pU6Zg+/btuHPnDsqVK4eKFSuiX79+qFixIq5du4YDBw6gQYMG6NGjR76u//btW6Snp6NUqVI5tnwhIs3y8PBAixYt8NVXXyE9PZ39kYmIiCjf9HGz27FjxyI5ORlmZmZiRyEiIiLKF51WasqWLYuyZcuiW7du6mMxMTFZCutnzpzBqVOn9KqIPmvWLOzatQuxsbFo0qQJhg0bBuB9L8C1a9fi5MmTOHnyJID3z9PHx0crOYyMjGBiYqJeiT5kyBD4+/vj5cuXcHBwwPjx47FkyRIYGRnl6/rt27fH/fv3cfbsWbRr106T0YkoByVLlsSlS5fEjkGkUw8fPsS2bdtw+fJlREZGwtraGk2aNMGIESPg7OwsdjzSkIiICLi7uwOAVvozi2XJkiWQy+XFou0QFW9ff/21Rorf3bt311AiIiIiInEIqrzu8qUhoaGhn2x1kpKSgtu3b6NJkyY6SpU3Fy5cgKenJyIjIzP1+MugUqlQuXJlHD58GHXq1BEhYf7ExcXB2toasbGxaN26Ne7fv4/Tp0+jTZs2YkcjIqJ8+PDr+octv/TFwoULsWzZMigUikwbzwmCAEEQMGXKlEzvZCtqMj4/dnZ26nYuRa2/dnY9w6VSaa5tIIiICit9/75LREREBSfR9Q0rVar0yRXmpqameldAB4DWrVvjzp07mDRpEpycnKBSqdS//NesWRNLly7FrVu3ClUB/WO3bt2CXC5nAZ1IBOnp6Th79ixevnwpdhQirZk1axaWLFmC9PR0GBgYwNXVFQMGDEC7du1gZGQEpVKJn376CdOnTxc7qsb5+vqidu3aaNy4MQAgKSkJcrkciYmJIifTPDs7O0ilUkilUvW754hId8LCwtC/f3+4u7vj9u3bmcZevHgBd3d3uLu7Y/Xq1VnO9fHxgbu7Ozw8PHQVl4iIiEjv6fy3GpVKBYVCkeucS5cuYf/+/TpK9HkcHBywatUqhISEIDY2Fq9fv0Zqairu3buH2bNnc3MwIsq3QYMGoUOHDvjtt9/EjkKkFdevX1evMHdxccH9+/dx7tw5/P777/jnn3/w5MkTtGrVCiqVCitXrsSNGzdETqxZ3t7eCA4ORkBAAID3L5wplUqkp6eLnEzz/Pz84O/vD39/f9jb24sdh6hY2bFjBw4cOACpVAqZTIa0tLRM4wqFAjKZDDKZDHFxcVnOj4qKgkwmQ3h4uK4iExEREek9nRTRr1+/jtTU1DzPP3PmDLy8vLSYSDNKlCiBMmXKcBNAItKIDh06wM7OLtt2UURFwdq1awEA9vb2OHXqFKpUqZJpvFy5cvD394eTkxOA9yu3ifTRjRs3cOXKlSL3Qg8VDWfPnoW/vz8eP34MqVSaZa8kAwMD9TtFsms9YmtrC6lUilKlSmksk7u7O7744gv1HglEREREhY1Oqr9NmjSBoaEhatasCQAICAjAP//8gwYNGmS7Oik1NZWFaZEsWLAAMpkMU6dOzVLcICLtGjJkCIYPH86vf1RknT9/HoIgYNSoUbCzs8t2jqWlJUaNGoX58+fj/PnzOk6oW1988QViY2Nz/Lsg/TVv3jzIZDL2eSe99KkNfCtUqJDrv9uMFzyJiIiI6P/opFIzdepUBAUFITAwEIIg4Pjx4+of3BwdHeHi4gIXFxc0aNAAlpaW2Ldvn3oVmq5VrlxZI9cRBAFPnz7VyLV0affu3Xjy5AkGDRrEIjqRjpmYmIgdgUir3r59CwCoX79+rvNq1KgBAHjz5o3WM4nJwsICcrkclpaWYkchItKqmjVronTp0rCxsRE7ChEREVG+6KSI/sMPP6j/LJFI4OXlBWdnZwQFBeHmzZs4fvw4jh07pm5hoFKp8P333+siWhYhISEauU5haMfg6+sLX1/fTD3qJ0yYgKioKNFexCCi96Kjo/mLJhU5FhYWiImJQVJSUq7z4uPjAQDGxsa6iEVERFq2atWqTI9/+OEHnDt3DgCwdetWODo6qsdu3LiBefPmAQAGDhyIgQMHZjq3X79+iIuLg52d3SdX3RMRERFpis57BowfPx4tWrRAv3791McSExNx69Yt3L59G5GRkXBxcRGtX97QoUNFua8YvL294e3tjbi4OFhbWwMAfHx8RE5FVLwlJCSgY8eOCAoKwrt371CyZEmxIxFpTO3atXH58mX8/fffGDZsWI7zTp48CQDqNnBERFS0xMfHQyaTAUCmBT0AIJfL1WOJiYlZzn3y5In2AxIRERF9ROdF9DVr1mQ5ZmFhgRYtWqBFixa6jpPFjh07xI5ARMWYpaUl4uLiIJfLcfXqVbi5uYkdiUhjevfujUuXLuGvv/5Cv3790KNHjyxzjhw5gv3790MQBPTq1UuElLrz/PlzJCYmqlfeExEVFyVKlIBUKgXwfqPTDxkbG6vHLCwssj1fIpGgTJky2g1JRERE9AFBpVKpxA5RVCQkJGDBggUAgDFjxqBatWoiJ8qbjJXosbGxUKlUUCqVKFGiBDc3JBLJtWvX4OTkxF8OKd8+/LpuZWUldhy11NRU1KtXD0+ePIGBgQG++eYb9O3bF46OjpDJZNi7dy98fX2Rnp6O8uXL4969ezkWUAqzjM+PkZERFAoFDA0NkZqaKnYsrXF3dy9ym3AWxedERPmnr993iYiISHN0XiWNiIiAj48PTp8+jdTUVFSuXBnOzs5wcXGBs7MznJ2d9bJ9gY2NDSQSCX7//Xd8+eWX2c6xtLTE/fv38ffffyMxMREbN27UccqCc3Z2RkhICP777z80adJE7DhExRL/36OiysTEBIcPH0aHDh3w9u1bbNiwARs2bMg0R6VSwd7eHkeOHCmSBXQiIiIiIiIqfCS6vqGPjw/27NkDU1NT1K9fH+/evYOfnx8mT56MDh06wM7ODpUrV9a7t3DHxsYiJiYGaWlpuc778ssvoVKp8M8//+gomWbxjQlERKRNtWrVwvXr19G3b19IJBKoVCr1hyAI8PT0REBAAOrXry92VK0zMTGBoaEhTExMxI5C+ZTRt/lDmzdvxuDBg0VIQ0RERERE2qLzleinT5+Gi4sLLl++rP6l8c2bNwgMDFR/3LhxA4cOHdJ1NI3IWEX/6tUrcYPk09OnT6FUKrP0JiQi3bp69So2bdqEOnXqYOrUqWLHIdIoR0dH/PHHH1i/fj2uXbuGqKgo2NjY4IsvvoC9vb3Y8XTGxMQESqUSpqamYkchDQkLC0NCQgIiIyPFjkJERERERBqk8yK6UqlEp06dMq26KlOmDLp27YquXbuqj0VFRek6Wp4IgpDtcZVKhYcPH6o3Ti1VqpQuY2mMgYEBC+hEeuDJkyfYuXMn6tevzyI6FUqPHj3C27dvAbxvUZRdodjGxgZdunRRP3727Bl2794N4H17MVdXV92EJfpMdnZ22R6fMmUKbGxsdJyGqHjZvHkzEhISYGlpidGjR4sdh4iIiIoJnRfRmzdvjpcvX35ynq2trQ7S5C4wMBCdOnVCTEwMBEGASqVCz549P3meIAjo27ev9gMSUZH15Zdf4ttvv0W3bt3EjkKULx4eHnj8+DFq1aqFu3fv5umcsmXLYtWqVXj58iUqVaqEJ0+eaDklUf74+fllezw2NhaPHz+GVCrVcSKi4uPQoUPqjX1ZRCciIiJd0XkRfdq0aejRowdevnwJJyenAl3rypUr+O+//xAbGws7Ozu4uLigefPmkEg00+q9YcOGOHXqFDp16oTY2Fh1If1TWrdujUWLFmkkg64tWLAASUlJmDp1KkqXLi12HKJiy87ODqtWrRI7BlG+3LlzB48ePYIgCJg5c2aezzMxMcHs2bMxZswYPH/+HOfOnUPbtm21F5SIiIiIiIgoD3ReRH/27Bnc3Nzg5uaGv/76C7Vr1/7sa7x48QJ9+/ZFQEBAljGpVIrJkydj4sSJMDY2LnDeRo0a4cyZM+jcuTOio6PRt29f1KxZM8s8iUQCCwsLuLi4oF27dgW+r1jWrVuHqKgojBgxgkV0IiLKl1OnTgEALC0t0bt37886d+DAgZg6dSoSExNx8uTJIl1Ej4uLg0KhQHp6uthRiIgKjZUrVyItLQ1GRkZiRyEiIqJiROdF9K+//lq9ort+/fpo2bIlOnTogIYNG8LFxQVly5bN9fzY2Fi0a9cOISEhcHJyQqtWrVCuXDlERkbi6tWrCA4OxsyZM/HHH39g//79qFSpUoEzN2zYEGfOnEHHjh3Rv39/eHh4FPia+srHxwcJCQk59vokIt1RqVR48OAB/P394e3tzc0HqdC4dOkSAKB9+/af/e/WwsICbdu2xbFjx3Djxg1txBONr68vfH19oVAoxI5CRFRo1apVS+wIREREVAzpvIi+a9cu3Lp1Czdv3sStW7dw4cIFXLhwQb1hp729PVxcXNCoUSN89913Wc7/+eefERISgkmTJmH58uWZNigFgLt372LevHk4fPgw2rdvj/Pnz6N8+fIFzu3s7Ix//vkHaWlpBb6WPlu4cKHYEYjoAx07dkRYWBjq1q2baQNGIn0WHBwMQRDQpEmTfJ3fvHlzHDt2DI8ePdJwMnF5e3vD29sbcXFxsLa2Vq+i5GpKIiIiIiIi/abzInr//v3Rv39/9eN3794hKCgIN2/eVH+cOXMGp0+fzraIfujQIdSrVy/HXsF169bFwYMHsWXLFowdOxYDBw7EhQsXNJK9QYMGGrkOEVFeCIIAT09PPHr0iKvQqVB58+YNAKBcuXL5Ot/R0REAEB0drbFM+qhFixaIjo7mJpRERERERER6TudF9I+VLl1a3SM9Q3JyMm7fvp3t/KdPn+ZpF/ZRo0YhMjISc+bMwb59+z67J2tOHj16hBMnTuD58+dITEzM8S3ZgiBg27ZtGrmntmT3tvKkpCQYGxvDwMBA/e4AIhLP2rVrxY5A9NlSUlIAAGZmZvk638LCItN1iIiIMjx58gTp6ekwNDRE1apVxY5DRERExYToRfTsmJmZoWnTpjmOGxgY5Ok6U6ZMwerVq7Fr1y6NFNHnz5+P5cuXQ6lU5jpPpVIViiL6x28rVygUsLa2BgCEh4fD3t5e5IRERFQY2dnZ4d27d4iIiMjX+VFRUQAAc3NzTcYiIqIiYMKECZDJZJBKpfD39xc7DhERERUTohTR79+/jz///BOvX79G+fLl4ezsDBcXFzg5OX3y3HLlyuHx48d5uo+RkRG6dOmCf//9t6CR8fvvv2Pp0qXqxyYmJrC3t4ehoV6+DpEvcrlc/eePe80TkbiSk5MRFhaGKlWqiB2F6JPKlSuHd+/eISAgAGPGjPns84OCgtTXISpMGjZsiJiYGJQsWVLsKEREREREpEE6rwBfvnwZnTp1QnJyMgBkahliY2MDFxcX9ceHvdMzdOjQAdu3b0dUVBRsbW0/eb+yZctCJpMVOHdGD3YrKyv8+eef6Ny5MyQSSYGvq09MTU0RHx8PuVwOS0tLseMQ0f938uRJ9OrVC/Xq1cPVq1fFjkP0SW3btsX169fh7++P1NTUz3phNj09HcePH4cgCGjYsKEWU4ovMDAQqampePHihdhRSEM+XHBBRNrRrVs3xMfHo0SJEmJHISIiomJE51XgRYsWQaVS4ejRo3j16hVUKhXatGmDdu3aISYmBmfPnsVPP/2EQYMGZXv+119/DblcjpEjR+bpfuHh4Rp5O/jDhw8hCAKmTZsGNze3IldAB96/oGFpaQlbW1v2QyfSI/Xr10dSUhLevXunfgGSSJ999dVXAACZTPbZff23bt2KV69eAQC6d++u8Wz6JD4+HsnJyYiLixM7ChFRoTFu3DjMmDED48aNEzsKERERFSM6rwTfunULHh4e6Nq1KxwdHQG8X7F25swZ3LhxA1WqVEHv3r2xYcOGbM93dnbGmDFjcPjwYfTp0yfXXzzj4uJw+PBhNGjQoMC5HRwcAICb1xCRzjk6OiI4OBjPnj3L90aNRLrUvHlztG3bFiqVCnPnzsXly5fzdN7t27cxdepUCIIAJycneHp6ajkpERERERER0afpvIgeHx+fqaevIAhQKBQAgAYNGuD48ePw9/dH9erVc7zGL7/8And3d+zfvx+1atXCTz/9hNDQ0ExzAgIC0KlTJ0RERGD48OEFzj1gwACoVCrcunWrwNfSV5GRkZgzZw5WrFghdhQi+kitWrX4DhEqVFavXg1zc3OkpaWhc+fO2LNnT67zT548iXbt2iEpKQkSiQTbtm3L80bihZWlpSWMjY3ZQo2IiIiIiEjP6byI7uDggKioKPVjS0tLxMTEqB9Xq1YN7u7u+P7773O8hqGhIQ4ePIjJkyfj3bt3mDFjBipVqoTSpUujVq1asLa2RrNmzRAQEAAPDw8MHjy4wLnnzJmDhg0bwtfXF8HBwQW+nj4KDw/HsmXL8MMPP4gdhYhyoFKpoFQqxY5B9En16tXD5s2bIQgCkpOTMWDAALRs2RIbNmxAQEAAnj59ihs3bmDbtm3o1KkTunbtiujoaADAvHnz0KFDB5GfgfZJJBJIJJIi/2JBcTJmzBh4eXnla0NdIiIiIiLSXzrfWNTZ2RmPHz9WP65SpQru3LmTaU7lypWxadOmXK9jZGSEn376CSNHjsSPP/6IY8eOITw8HOHh4QAAqVSK8ePHY9asWRrJPW7cODg5OSEwMBCtWrVCz549c50vCAK2bdumkXvrirW1NSZMmABTU1OxoxBRNtavX4+1a9diwYIF6Nevn9hxiD5pwIABMDExweDBg5GSkoKrV6/muDmuSqWCkZERVq5cifHjx+f7nunp6di6dSs2btyIR48eoWzZspg3bx6GDBminvPgwQOMHj0a169fR/369bFt2zbUqVNHPS6XyzFjxgzs3LkT5ubmmDt3LsaOHZvpPkeOHMH06dPx6tUrdO3aFZs3b4a1tXW+c1PREBoaCplMhoSEBLGjEBVZY8aMQVRUFGxtbbFx40ax4xAREVExofMiupubG7y9vRETE4OSJUvCzc0NP/74I+7cuYN69eoBAC5fvpznVVm1atXC9u3boVKp8PLlS0RGRsLa2hqVK1fWaO6dO3dCEAQIgoCYmBj8+uuvOc5VqVSFsohepkwZrF69WuwYRJSDV69e4cGDBzh48CCL6FRo9OrVC87Ozpg6dSqOHDkClUqV7bzWrVvjxx9/RJMmTQp0v7t372LcuHHo378/+vXrh/3792Po0KGws7NTr3bv2LEjLC0tsXDhQvj5+cHNzQ13795VF8G//fZbbNmyBVOmTMHbt28xbtw4SKVS9OrVCwBw5coV9OrVCx06dMDgwYOxcuVKDBo0CEePHi1QdiIi+jS+WEVERERi0HkRfdSoUejSpQskkvedZCZNmoSNGzfC1dUV7u7uePLkCa5fv47evXt/1nUFQUD58uVRvnx5bcRG+fLl2Y+YiEQ1dOhQ1KlTB926dRM7CtFnqVKlCg4ePIh3797B398fT548+X/s3XdYFNf7NvB7G71IFRWwgF0QxBpb7IpdY68xwYaJLWpsscWSWJJoMLHExBKNqLHGWL/2ElHBhorYxYIU6XV33j98d36ugAKyzAL357q4hJmzO/fZARafOXMOoqKiYGpqiqpVq6J169aoXLlygRxLLpdjy5Yt6NOnDwBg7NixqFy5Mr799lt07NgRy5cvx9OnTxEWFgZ3d3f06tUL7u7uWLFiBWbMmIF79+5h1apVmDZtGubOnQsAePjwIb7++muxiD5t2jS4urpi7969UKlUcHFxwZAhQ3D69Gk0adIk11nVajU0Gg0yMzMLpO9ERCWBqakpzMzMuNg6ERERFapCL6ID0Cl0Ozo64sCBAxg4cCC2bNkCAGjQoAF+/PHHfD23RqNBaGgobG1tUbZsWZ19GRkZOHfuHJo1a5bn533w4EG+8hQlgiCIo+iJyPBUrVoVVatWlToGUb6VLl26QBb7fhcPDw94enqKX5uamuKjjz7CgQMHAADbt2+Hj48P3N3dAQAVK1aEt7c3AgMDMWPGDOzcuRNqtVoswgNAjx498MUXX+Dy5ctwcXHBiRMnMHHiRKhUKgBA165doVAoEBgYmKcielJSklhIJyKi3NmxY4fUEYiIiKgEKvSFRbNTv359hIWFISwsDA8fPsS5c+dQpkyZPD/Pw4cPxf88u7i4oEuXLoiOjhb3x8TEoEWLFgUZvVg5evQo5HI56tWrJ3UUIiKifMnuQrB27ty0tDTcvHkT3t7eOvu9vb0RGhqK9PR0BAcHQ6VS6cyRrm0fHByMK1euQBAEneewtrZGxYoVERwcnG2mtLQ0xMfH63wQERERERFR0WEQRXQtd3d3uLi45PvxkydPhrOzMx49eoQrV64gLS0NjRs3xtOnT8U2Oc3FWlA+/fRTlC1bFrdu3dLrcQpCQEAAatSoIRbNtbeTcyQ6keFSq9X466+/0KNHD84FSpQLz58/x+nTp1G/fn1ER0dDrVbD1tZWp42trS3UajWio6MRGRmZ7X4AiIyMRGRkpM62N9to971t4cKFsLa2Fj+0f+vY2trC0tISdnZ2BdJXIiIiIiIi0g9JpnM5fvw4Dh8+jMTERLi4uKB27dqoU6fOB/8n8sSJEzh48CCcnZ3h7OyMAwcOYPjw4WjatCmOHTsGY2PjAikQx8bGIjk5GWq1Oss+Nzc3PH/+HOPGjRNvHTdU/v7+8Pf3R3x8PKytrdGiRQs8f/5c6lhE9A5yuRwzZ85EeHg49uzZg/79+0sdicigzZ49G2lpaRg5cqS4LacL6tq/Ed63P6c2Of2NMXXqVEyYMEH8Oj4+Hi4uLvDw8EBsbCwcHR3f3xEiIhIFBgbijz/+AAB88803aNiwobgvKioKgwcPBgA0adIE06ZN03nslClTcO3aNQDArl27YGRkVDihiYiIqEgr9CL6ihUrMG7cOJ3/fGr/01muXDl4e3ujTp068Pb2RpcuXfL03MnJyTA2NtZ53jVr1mDUqFFo1qwZNm/e/EHZ9+7di6+++grh4eHvbXv27NkPOpYUjI2NYWVlJXUMInoHmUyGsWPH4sWLFzr/YSSirM6dO4c1a9bA19cXLVu2REpKCmQyGWJiYnTaRUdHQ6FQwNbWFnZ2doiNjc2yHwAcHBzEC/7ZPUdOU9EZGxvr/H1CREQfJikpSbz7Jz09XWefRqMR98XFxWV5bGxsbI53DhERERHlpNCL6MuWLYOFhQVWrlwJDw8PPHnyBFeuXEFwcDCCg4Oxb98+7N27FzKZLNuR3u9StWpVXLx4EdWqVdPZ/ssvv2D06NHo1KlTvnOfPn0a3bt3FxfffJ+mTZvm+1hERO8yZswYqSMQGbzk5GQMGTIE1tbW+PXXXwG8XmTU3d0dISEhOm0vX76MatWqwcjICB4eHvjrr79w48YNcV70y5cvAwBq164tLloeEhKCAQMGAHhdkHnw4AHat29fSL0jIirZzM3Nxbt43h5JLpfLxX3W1tZZHmtjY8M7gIiIiCjPCr2IHhUVhaFDh4r/8fT09ISvr6+4PyEhAcHBwVn+g5sbPXr0wObNmzFw4MAs+1auXAlBELBq1ap85f7uu++g0WigUqkwfPhweHt7Y/bs2WjWrBnatGkD4PUoiHHjxqFZs2bYuXNnvo4jpZs3b+LYsWOoWLEi+vTpI3UcIiKifBs3bhzCw8Oxe/dunfVWunXrhqVLl+LevXuoVKkS7ty5g5CQEMyaNQsA0LVrV0yfPh3btm0Ti+iBgYGoWLEifHx8IJPJUK9ePezatQsLFy6EUqnEjh07oFar0atXL0n6Sobj888/R0pKCkxNTaWOQlSs9e7dG7179852n729Pfbv35/jY7/77jt9xSIiIqJiTCboe6XNtzRq1AgeHh5YvXp1vh6vVquhUCgKONX72dvbIzY2FhMmTMDixYsBvJ7j9OLFizh8+LDYbvLkyVi2bBkOHjyIVq1aFXrO/NDOib569WoMHz4cbdq0waFDh6SORUTvIAgCLl++jPPnz8Pf31/qOGRgtL/X4+LiSuQ0XVu3bkXfvn3h4eGB4cOHi9sdHBzQvHlz1KpVCw4ODhg6dCh+//13xMfH4/r16+JioQMGDMD27dsxceJEPHjwAFu2bMGWLVvQt29fAMChQ4fQvn17tG/fHg0bNsTSpUvRqFGjXK+Foj0/xsbGyMzMhEqlQkpKSsG/EAbC19cXkZGRcHR0fGdhi4iosB04cACpqakwMTH5oLuJSvr7LhERUUlQ6CPRv/zyS3z11VeIi4vL9va697G0tISHhwe8vb3h4+ODOnXqwNPTEyqVSg9p/09iYiIAoG7duuK2AQMGYPHixQgPD4e7uzsAwMvLCxqNBnPnzi0yRXStihUr4tNPP0WNGjWkjkJE7xEREYG6detCJpOha9eucHZ2ljoSkUG4ffs2/Pz8AADXrl3DF198Ie6rXbs2+vTpg0OHDmHkyJGYNWsWvL29sX37drGADgBr1qyBmZkZfv75Z1haWiIgIEAsoANA27ZtsXHjRsycORMnTpxAp06d8nWnm0ajgSAI0Gg0H9BjIiLKr+XLl4sX+TglFxEREb1LoRfR+/Xrh5MnT6Jbt27YunVrnuejMzExQVBQEIKCgsQFSZVKJWrWrIk6deqIH15eXjAxMSmw3I6OjoiIiMDz58/FbbVq1YKXlxcmTpyIXbt2QSaTiSO4L126VGDHLiz169dH69atpY5BRLng7OyMtm3bolSpUsV6BCtRXlWtWhXx8fHvbFOnTh1cuHAhx/1mZmZYs2YN1qxZk2ObAQMGiFPT5Zf27xjtv0RERERERGSYCr2IDryeB33z5s2oXLkyunTpglatWqFOnTqoWbPme6dqiYmJQXh4OC5cuICgoCBcuHABly9fRkhICEJCQvD7778DABQKBapWrYo6derAx8cHX3755Qdlbt68Of7880/89ddfGDt2rLh9ypQp6NOnDypVqgQTExOEhYVBJpOhXLlyH3Q8IqL3OXDgAItvREWYpaUlUlJSYG5uLnUUKiBRUVHQaDSQy+Wwt7eXOg4RvceXX34pTudCRERE9C6FPif61KlT8f333+Ptw8pkMhgbG6NWrVpi4Vt7O/b7DBo0CJs3b8b69esREhKC4OBgXLlyBTExMeJzq9XqD8p948YN+Pj4ICMjAytXrsSIESPEfYMHD8amTZt02q9btw5Dhw79oGMWFs7hR0RUvPD3umHTnh87OzuxiB4ZGSl1LL0pSXOil6S+EtH/4fsuERFR8VfoI9H/+OMPODg4YPv27fD09MTDhw8RHByMy5cvIzg4GCEhIbh48SJkMlmui+haAwcOxMCBA8WvHz16JBbVP1TNmjWxd+9enDx5EpGRkUhJSYGpqSkAYMOGDfj444+xf/9+mJiYYMCAAejQocMHH7Ow7d+/HyNGjEDDhg1x8OBBqeMQUS5FR0cjPDwcDRo0kDoKEREREREREVGxU+hF9KSkJPj5+aFJkyYAAA8PD3h4eGDw4MFimzt37hRI4dvV1RWurq7o0qXLBz8XALRp0wZt2rTJdt+wYcMwbNiwAjmOVARBQHx8/HvnkiUiw3HmzBm0aNECTk5OePDgAeRyudSRiIiIiIiIiIiKlUIvovv4+CAqKuqdbSpXrozKlSsXUiLSatasGcLCwmBhYSF1FCLKJR8fH5iamsLe3h4vXrxAmTJlpI5ERLmUlpaGzMxMpKamSh2FiKhESk9PFz83MjKSMAkREREZukIvok+ZMgX9+/fH06dPUbZs2cI+/AcRBAF//fUXdu/ejbCwMMTHx0Oj0WTbViaT4e7du4Wc8MNYWlpyQVSiIsbExAS3b9+Gk5OT1FGIKI/S0tI+eM0WIiLKv27dunEdAyIiIsqVQi+i37t3D82aNUO7du2wbds2VKtWLU+Pl6r4npSUhI4dO+LUqVMAkGVh1LfJZLLCiPVBAgICEBAQwP/AExVxLKATUVEQFRUFX19fAICdnR02btwocSIiIiIiIqLcKfQi+pgxYyCTySAIAjw8PNCkSRO0atUK3t7e8Pb2fm+B3NnZGeXKlUP9+vVRv359NGjQAMnJyXrPPX36dJw8eRIAoFKp0LhxY5QrVw5KZaG/hAXG398f/v7+4mryMTEx2LRpE+RyOUaOHCl1PCLKI41Gg1evXsHW1lbqKESUC1WqVEFCQgJKlSoldZRCodFoEBkZKXUMIiKRh4cHYmNjYWNjI3UUIiIiMnCFXgHeunUrrly5gpCQEAQHB+PEiRM4ceKEOHLbwcEB3t7eqFOnDubPn5/l8bVq1cKtW7ewc+dO7Ny5U2fEd9++fVG7dm14eXnBy8urQOcGDgwMBAC4ubnh2LFjcHZ2LrDnNhTR0dHw9/dHqVKlWEQnKmL27t2LkSNH4qOPPsK2bdukjkNE2Xj7DrAyZcrAxMQEjo6OEifTLzs7O/HzqKioHKfCIyIqbN99953UEYiIiKiIkAnvm5dEz6KiohAcHIzg4GCEhIQgJCQEYWFhEAQhx2lG0tLScOXKFVy+fBmXLl3C5cuXcf36dWRkZAD4v6lU7O3t4eXlBW9vbyxatOiDclpaWiI5ORkrVqzA6NGjP+i5DI12JPrdu3cxefJkWFtb47fffpM6FhHlQXBwMOrUqQMnJyc8evQIKpVK6kgkIe3v9bi4OFhZWUkdh96iPT+tW7dGbGxsiZqL19fXt1jPP6ztn5GREc6ePStuP3DgAJYvX85pbIiKKb7vEhERFX+Sz0Vib2+PNm3aoE2bNuK2lJQUXL16NcfHGBsbi9O5aGVkZODq1as6hfVr167h8OHDOHLkyAcX0evWrYuTJ0/C3Nz8g57HkNnb22P79u1SxyCifPDy8sKBAwfw8ccfs4BORCSx77//Xufre/fucSobIiIiIqIiTPIienZMTU3RoEGDPD1GpVLBx8cHPj4+8PPzAwBkZmbixo0buHTp0gdnmjlzJtq2bYs///wTQ4YM+eDnIyIqSDKZDO3atZM6BhHlQXR0NOLi4orEYuSUO9qpa1xcXHS2r1u3Too4RERERERUQAyyiF5QlEolateujdq1a3/wc7Vs2RKLFy/GxIkTMW3atFzNGe7q6vrBxyUiyg9BEFiYIzJw169fh1qtxpMnT6SOQgUkp6laHB0dORKdyAAtWLAAcXFxsLa2xrRp06SOQ0RERAbMIIvoMTEx4h8ztra2UscRDRs2DJs2bcJ333333kVoZDIZMjMzCylZwalTpw7u37+P06dPo2bNmlLHIaI82rVrF3788Uf07duXCwQTERERvcPp06fFdRqIiIiI3kUudYA37dixAzVq1ICDgwPc3d3h4OAAGxsbNG/eHGPHjsXvv/+O4OBgcQHRwvTixQvUq1cPISEhEAQhVx8faujQobkaSbpnzx5Uq1YNFhYW6NOnD+Li4vJ9zLi4OLx69eqDnoOIpHPv3j2cOHECf/75p9RRiOg9VCoV5HI51zEgIiIiIiIycAYzEn3Pnj3o1asXZDKZTgE6Li4Op06dwunTp8VtSqUS1apVg5eXl/jRokULveabMmUKwsPDAQCNGjVChw4d4OTkJPl/fM+dO4eePXuiVatWGDRoEJYuXYqBAwdi7969+Xq+3bt3Q6VSoXz58gWclIgKQ58+faDRaNC7d2+poxDRe5iamgIAzMzMJE5CRFQybdiwARqNBnK5QY0tIyIiIgNkMEX0BQsWAHg9j2/37t3RunVraDQahIeH48qVK7hy5QpiY2MBABkZGbh27RquX7+OTZs2FcrUKfv374dMJkPHjh2xZ88evR4rL6ZNmwZXV1fs3bsXKpUKLi4uGDJkCE6fPo0mTZrk+flq1aqlh5REVFjKlSuHr776SuoYRERERAbP3t5e6ghERERURBhMEf3q1auQyWQYPXo0VqxYkW2bx48fIyQkBCEhIbhy5QpCQkJw//79Apk65X20RfqePXvq/Vi59fLlS5w4cQITJ04UR8R37doVCoUCgYGB+SqiExEREREREREREdH/MZgiurm5OdLS0tCnT58c27i4uMDFxQWdO3cWtyUkJODq1at6z9exY0ds3rwZqampej9Wbl25cgWCIMDb21vcZm1tjYoVKyI4ODjHx6WlpSEtLU38Oj4+Xvz83LlzuHLlCurUqYP69evrJzgR6d2JEyewefNmTJ48GW5ublLHISIiIiIiIiIqsgxm8rfq1asDABQKRZ4eZ2lpicaNG+sjko7vvvsONjY2WLVqld6njsmtyMhIAICtra3OdltbW3FfdhYuXAhra2vxw8XFRdy3adMmjBo1Kt9zqhORYZg/fz5Wr16Nv/76S+ooRJSDpKQkpKWlITExUeoopGd2dnZwdHSEnZ2d1FGI6A3nz5/HyZMncf78eamjEBERkYEzmJHo2nm8jx07hkaNGkkdJ4vw8HB8/fXXmDJlCgYOHIjRo0e/9zHNmjUrhGTIdjobmUyWY/upU6diwoQJ4tfx8fFiId3HxwfdunVD1apV33nMtLQ03Lp1C7dv30bVqlVRu3ZtAMCDBw/Qv39/JCQkICUlBampqcjMzIRMJoNGo8GIESMwd+5cAK+no2nWrBlMTExgbGwMc3NzGBsbw8TEBCYmJmjXrh2GDBkCAEhPT8d3330HExMTmJqaQhAEmJiYQKFQQCaTwc3NTef13r59OzIyMsTXQqFQQK1WQxAEuLi46Ex1s3XrVgiCALlcDrlcDqVSCYVCASMjI9jZ2aFu3bpi2wsXLgAAVCoVjIyMYGxsDKVSCVNTU5ibm8PCwuKdrxtRYfnss89Qvnx5tGrVSuooRJQD7fuSWq2WOgrp2caNG6WOQETZmDt3LiIjI+Ho6Ij9+/dLHYeIiIgMmMEU0QcNGoSff/4ZP/zwA4YNGwYnJyepI+n4+OOPxcL0tm3bsG3btne2L4zFTrWjmWJiYnS2R0dHo0yZMjk+ztjYGMbGxtnuGzZsGIYNG5ZluyAICAoKwu7du3HkyBEEBweLReqvv/5aLKJnZGTg3LlzOR47ISFB/DwlJQW3bt3Ksa21tbVYRI+Pj8c333yTY9shQ4aIRfSUlBT06tUrx7Z9+vQRi+hqtRp9+/bNsW2XLl2we/du8esmTZqI/X5by5YtcfToUfHrhg0bIiIiAnK5HGZmZjAxMYG5uTnMzMzg5eWF77//Xmy7cOFCpKenw9zcHFZWVjAxMYGlpSWsrKzg5OSEmjVrim1TU1NhbGz8zgslRH369Hnn9FhERERERERERJQ7BlNENzIywtatW9G8eXO0bt0agYGBqFGjhtSxdBTGAqZ54eHhAQAICQnBgAEDAACxsbF48OAB2rdvX2DHuXnzJrp3747bt2/rbC9VqhSqV6+OcuXKidvKli2LHTt2wMrKCqampjAxMYFKpYJGo4FcLoe9vb3Y1tHREcePH0dqaipSU1ORnJwsfp6amqpz/uVyOfz8/JCamoqUlBTI5XKkpKRAo9FAo9HozAufnJyMJk2awMjICIIgiKP8lMrX3+6enp5iW41Gg48//lj8XBAEZGRkQK1WIz09HVWqVBHbCoIAZ2dnZGZmIjMzE+np6UhLS0NmZiZSU1Nhamoqtk1PT0dQUBA0Gk22r+nb27///nu8evUq27ZNmjTBqVOnxK/d3NwQGRkJa2trWFhYwMrKCtbW1ihVqhSqVq2KJUuWiG137NgBc3Nz8TZyR0dHnZxERCSd5s2bIzY2Fo6OjlJHISIqkYYOHYqkpCSYm5tLHYWIiIgMnMEU0QGgSpUq+N///ofGjRujXr16GDNmDHr37g0fHx+po+HYsWNSRxBpC9Jly5ZFvXr1sGvXLixcuBBKpRI7duyAWq1+50jsvHJ3d0dmZibMzMzQqVMndOzYEY0bN0alSpWyjIY2NzdHjx49cvW8JiYmaN68ea7a2traYvXq1blqa2dnp1N0fheVSpXrcyuTyXDv3r1s9wmCoHPngUKhQFBQkHirfkpKCpKTk8WPtwsmn3/+ORISEpCUlCROhRMXF4fExESULl1ap612ipzo6GhER0fr7IuNjdX5esyYMXj+/LnOtlKlSsHFxQXNmzfHihUrxO0hISFwdHREmTJlOMq9GHn8+DH279+P4cOH87wSERERvaF3795SRyAiIqIiwqCK6N9++y0WLFiAtLQ0CIKAJUuWYMmSJXBwcICXlxe8vLzg7e0NLy8vVKlSpVALQrkt9urbxIkTsW7dOly7dg3Ozs749ttv0b59e3Tp0gUNGzbE0qVL0a5du3znPX78OIYMGYKKFSvi2LFjkMlkUKlU2LdvH8qWLQsrK6sC7lHxoH2dtBQKBerUqZPrxy9evDjXbR88eIC4uDi8evUKiYmJiI+PR0xMDBITE+Hg4KDT9qOPPkJ4eDhiYmIQGRmJ9PR0vHr1Cq9evYKNjY1O2w4dOuD58+cwNzeHm5sbqlSpgmrVqqFatWqoX78+KleunOuMZBhSU1NRvXp1JCUloU6dOqhXr57UkYiISqQFCxYgLi4O1tbWmDZtmtRxiIiIiIgojwymiP77779nmfNaO31KZGQkDh8+jMOHD4v7TE1N4enpKRbXhw8fXqh5paJSqWBsbAy5XA4AaNu2LTZu3IiZM2fixIkT6NSpE1atWvVBx3j06BGeP3+Ob775BvPmzQMAVKtW7YOzU8GwtLSEpaUlnJ2d39t2x44d4ueCIODVq1d4+vQpHj16JE5vA7y+u8Hc3BxyuRxJSUm4evUqrl69Ku5v1aoVjhw5In69fPlyODs7w9vbGxUqVOAIZwNlYmKCLl26ICIiIse5/Imo8AQEBCAgIIALiZZAp0+fFhcvJCIiIiKiokcmGMhE33Xq1EFISAiMjY0xceJEtGrVCgqFAnfu3MGVK1cQHByMK1euIDExUedxMpmsUBbxLM7i4+NhbW2NuLg4AMCMGTOwYsUKODk54c6dO7CwsJA4IRWWtLQ0PHjwAOHh4QgLC8PNmzdx48YN1KlTR5z6JTExEVZWVuJFLgcHB3h7e8PT0xP16tVDo0aN4OLiImU36A2ZmZk6F0yoZHjz9zrvIDI82vPj7OyM5ORkWFhY4OHDh1LHKhS+vr5iMXn//v1Sxyk0JbXfRCUF33eJiIiKP4OprNy5cwcymQzTp0/HjBkzxO3NmjXTaRceHo7g4GCEhISI/7495zPln5WVFY4ePQoAmDt3LgvoJYyxsTGqVq2KqlWromPHjtm2SUxMxJAhQxASEoLQ0FC8fPkShw4dwqFDhwAAn376KdatWwcAyMjIQFBQEHx8fGBsbFxo/aD/wwI6keF68eIF1Gp1lgECRERUOHr27ImXL1/CwcFB5w5OIiIiorcZTHXF3NwcycnJaNu27Tvbubu7w93dXWfhzMjISH3HKzGioqIQGhoKmUyGTz75ROo4ZICcnJzw+++/A3g9cj04OBjXrl3D5cuXERQUhPr164ttQ0ND0bhxY5iYmKBx48Zo0aIFOnToAC8vL3FKIioc6enpCA0NhZeXl9RRiIiIiAxCSkoKkpOTkZKSInUUIiIiMnAGU0T38vLC4cOHkZycnOfHcn7JghMWFgbg9Yh03opI72NsbIyGDRuiYcOG2e5/+fIl7O3tERUVhaNHj+Lo0aOYMWMGbGxs0KpVK4wbNw6NGzcu5NQlz927d1GvXj2o1Wo8f/4cpqamUkciIrxe3yUtLQ0mJiZSRyEiKpFcXV1hYWEBW1tbqaMQERGRgTOYoaDDhg2DIAjYt2+f1FFKtGfPngEA4uLi8nVBg+hNrVu3RmRkJK5fv46ff/4ZnTt3hqWlJWJjY7F9+3adKQyePXuGiIgICdMWXxUrVoSlpSUsLCxw584dqeMQ0f+nUqmgUChgZGQkdRQiohLp119/RWBgIH799VcAwMqVK+Hr6wtfX1+Eh4frtL1586a4b/Xq1VLEJSIiIgkZTBG9d+/eaNu2LX755Rdcu3ZN6jgllnaKDRsbGxjImrNUxMlkMtSsWRP+/v7Ys2cPYmJicPbsWcydOxctW7YU2y1duhTOzs5o0qQJVq5ciejoaAlTFy9yuRzHjh3Do0eP4OnpKXUcIiIiIoOUkJCAyMhIREZGIjMzU2dfRkaGuO/ttSy0A5GIiIio+DKYIvrWrVsxc+ZMeHh4oGXLltizZ4/UkfIsOTkZe/bswZ49exAXFyd1nHwpXbo0GjdujN69e3M6F9ILpVKJRo0aYebMmVCpVOL2R48eQSaT4cyZM/D390fZsmXRt29fHD16FBqNRsLExUOlSpWgUCikjkFERERksCwtLeHo6AhHR8csi7OrVCpxn4WFhc6+6dOnF2ZMIiIikoBMMJDhxnK5HDKZDAAgCAJkMhnatWuHPn36wNfXFw4ODpLm69GjBwBg6tSpqFevXo7tPD09cePGDcyaNQvffPNNYcXLl4CAAAQEBECtViMsLAxxcXEsnJOknjx5gsDAQGzcuBEhISHi9nr16uH8+fNcjLSAxMXFwdraWuoYpEfx8fGwtrbm73UDpT0/tra2SElJgbm5OV6+fCl1rELh6+uLyMhIODo6Yv/+/VLHKTQltd9EJUXPnj3x999/832XiIioGDOoipQgCOIUIoIg4ODBgxg2bBicnJzg4uKCLl264JtvvsHOnTvx4MGDQs22a9cu7N69+7236vXt2xeCIGDHjh2FlCz//P39ERoaiqCgIKmjEAEAnJ2dMWHCBAQHB+PixYsYPXo0LC0t0bx5c7GALggCp3rJp6tXr8LHx0dnGh0ikk5CQgLS0tIQHx8vdRTSs3bt2qFr165o166d1FGISA9+//13qSMQERGRninf36Rw3LlzByEhIbhy5Yr47+PHj8X9ERERePr0Kf755x9xm7W1Nby8vODt7Y2lS5dKETuLihUrAgDu3bsncZL8+/jjj/H48WPs2bMHNWvWlDoOlVA+Pj7w8fHBwoULoVarxe0nT56Er68vRo8ejUmTJsHR0VHClEVLuXLlxDUnHj16BFdXV4kTERGVDGPHjpU6AhERERERfQCDKaK7ubnBzc0NPXv2FLfFxsbqFNVDQkJw8+ZNpKenAwBevXqF48eP48SJEwZRRBcEQZzL3cjISOI0+RMTE4PTp09DrVYX2XndqXh5+5bYXbt2ITk5GUuWLMEvv/yCCRMm4KuvvuKts7lgZ2eHXbt2oX79+rC3t5c6DlGJZ2ZmhrS0NJiYmEgdhYiIiIiIiN7BYOZEz63MzEyEhobqFNevXLmil7lEL126hClTpkCj0eD48eOQyWSoWbNmtsUntVqN8PBwPH/+HADQq1cv/PXXXwWeSR/enDvXyMgIpqamAICHDx9ypCoZHEEQ8O+//2LWrFm4ePEiAMDe3h7z58/HZ599xsUzicA50Q2d9vy0bt0asbGxJWqebM4NTkTFEd93iYiIij+DGYmeW0qlEp6envD09MSgQYP0eiwfHx/069cPw4cPFxc9vX79+nsf5+joiEWLFuk1m76YmJjAyMgI6enpKGLXV6iEkMlk8PX1RYcOHbBz505MmzYNt2/fxogRI7B9+3YcOnRI6ohFhnYRZyIiIiLKv61bt0odgYiIiPSsyBXRC9tnn30GmUyG4cOHQxCEHEeiy+VymJubw9vbGyNGjEDZsmUlSFswrKysEBUVhYSEBKmjEOVIJpOhR48e6Ny5MwICAjB37lwMGTJE6lhFwu3btzFr1ixkZGQUiUWQiYiKup49e+Lly5dwcHDg712iYigwMFDqCERERKRnLKLnwrBhwyCXy/H5559j/vz56NKli9SR9EoulwMAHj9+jFq1akmchujdVCoVxo0bh08//VTn9tlt27bh2bNn8Pf35xQvb5HJZNi6dSvkcjmeP38OJycnqSMRERVrKSkpSE5ORkpKitRRiIiIiIgoH+RSBygqhg4dinXr1sHY2FjqKHqnXVA0NDRU4iREuWdtbS1OTRIXF4cxY8Zg7NixqFOnDs6cOSNxOsNSpUoVLFmyBBcvXmQBnagQBQQEoEaNGqhXrx4A4L///sP169f5O4qIqIibMWOG1BGIiIhIz1hEz4PBgwejXbt2UsfQO+3ComZmZhInIcofS0tLzJ49G6VKlcLVq1fRpEkTjBo1CrGxsVJHMxgTJ06Et7e31DGIShR/f3+EhoYiKCgIAJCamoqMjAykpqZKnIyIiD4E/6YiIiIq/jidSx4JgoCrV6/i/v37SEpKglqtzrHt4MGDCzFZwenUqRNu3bqFOnXqSB2FKF/kcjlGjRqF3r17Y8qUKfjtt9/w66+/YufOnVi+fDl69erFBTWJiIiIiIiIiChXWETPg4MHD2LEiBF4/Pjxe9vKZLIiW0TfuHGj1BGICoSdnR3Wrl2LAQMGYNSoUbh9+zb69OkDd3d3XiQC8Pz5cwQEBODVq1dYsWKF1HGIShwLCwukpqbyzi8iIiIiIiIDxyJ6Lp0/fx5dunRBZmYmBEGQOg4R5UGLFi1w5coVLFiwADExMSyg/3+RkZH49ttvoVQqMWPGDJQuXVrqSEQlilwuh0wmExf0JiKiounZs2dSRyAiIiI9YxE9l2bNmoWMjAzI5XJMmjQJnTt3hpOTE5TKovsSBgQEICAgIMuUNN27d8f9+/exdu1a1K1bV6J0RAXL2NgYc+bM0dn28OFDjBgxAj/99BOqVq0qUTLpeHp64osvvkDTpk1hY2MjdRwiIiKiImnMmDFSRyAiIiI9K7oV4EJ2/vx5yGQyjBw5EosWLZI6ToHw9/eHv78/4uPjYW1tDeD1nO979+6FWq1GREQEi+hUrE2YMAEHDx6El5cX5s+fj7Fjx0KhUEgdq1AtX75c6ghERERERERERAaN9w/nkomJCQCgcePGEifRr8TERHFkuo+Pj8RpiPTrhx9+QNu2bZGamoqJEyeiRYsWePDggdSxiKiEyMjIgFqtRnp6utRRiIjoAzRt2lTqCERERKRnLKLnUvv27QEAT58+lTiJfsXExAAAjIyM4OzsLHEaIv1ydXXFgQMHsHr1alhYWODUqVPw9PTEpk2bpI5WqFJTU7Fx40bMmDFD6ihEJUpKSgoyMjKQkpIidRTSs6lTp2LRokWYOnWq1FGISA/GjRsndQQiIiLSMxbRc2nBggWwsbFBQEAAEhISpI6jN3FxcQCAUqVKSRuEqJDIZDL4+fnhypUr+Oijj5CQkIBBgwbhjz/+kDpaobl//z4GDx6MhQsX4vHjx1LHISIqdpo2bYrWrVtztCoRERERURHFOdFz6ejRoxg4cCCWL1+OVq1a5WrxmMGDBxdCsoKVmJgIAJDL5YiPj4eVlZXEiYgKR6VKlXDixAksWLAAu3btQp8+faSOVGiqV6+OQYMGoWrVqjA3N5c6DlGJUbZsWSQlJcHS0lLqKERERERERPQOMkEQBKlDFAVyuRwymSzX7WUyGTIzM/WYqOBoFxaNi4vDxYsX0apVKwDAlStX4OnpKXE6osKXkZEBlUoFANBoNDh16hSaN28ucSqi3Hvz9zovhhoe7flp3bo1YmNj4ejoiP3790sdq1D4+voiMjKyRPWZiIo/vu8SEREVf5zOJQ8EQcjTR1Gk0WgAAKamphwZRyWWtoAOAPPmzcPHH3+Mr7/+Wlx0l4iIKC9u3ryJq1ev4ubNm1JHISI94HoHRERExR+nc8ml+/fvSx2hUFhYWMDT0xOVK1dGxYoVpY5DJDntgn/fffcdrl+/ji1bthTrC0z//fcf9u/fjzlz5kgdhYio2Jg4cSJH4BMVY2FhYVJHICIiIj1jET2XypcvL3WEQtGwYUNcuXJF6hhEBmPRokWoXbs2hg0bhn/++QdNmjTBP//8A2dnZ6mjFbjo6Gg0a9YM6enp6NSpE+rVqyd1JKJiLSMjAxkZGUhPT5c6ChEREREREb0Di+j5lJaWhvDwcKSnp8Pb2xsAkJmZCY1GA6VSCbmcM+UQFRf9+vWDm5sbunTpgqtXr6JRo0b4999/UatWLamjFSg7OzsMHjwYGRkZsLa2ljoOUbF39uxZqNVqKJX8c4yIqCjbsWMH/3YiIiIq5ljpzaNTp06hffv2sLKygqenJwYMGCDu++6772BqaooaNWoUmUVF36bRaNCgQQM0adIEcXFxUschMhj169fH+fPnUb16dTx58gQtW7ZEQkKC1LEK3OrVq/HHH3+gSpUqUkchKnYCAgJQo0YN3uVBRERERERUxLCIngeLFy9GixYtcPjwYWRkZGRZPPSrr76CjY0N7ty5g02bNkmU8sM8ePAAFy5cwJkzZyCTyaSOQ2RQKlSogNOnT6NJkyZYtmxZsZwbnT/3RPrj7++P0NBQBAUFAQDkcjlkMhnvXiMiIiIiIjJw/F9bLh06dAhTpkyBRqNBhw4dsHXr1ixtjI2N0bNnTwiCgMDAQAlSfjgTE5NsPyei12xtbXH8+HEMHDhQ3JaWliZhIv148eIF5s+fLy6sSkQFz8LCAsbGxsXyghwREREREVFxwiJ6Li1btgwA0KxZM+zbtw+9evXKtl3dunUBACEhIYUVLd+yu628VKlS4ufFsTBIVBAUCoX4+dOnT+Hh4YE//vhDukAFTBAENG/eHDNmzCiyd9UQERERFZZ///1X6ghERESkZyyi51JQUBBkMhn69u37zna2trYAgJiYmMKI9UHevq0cAExNTcXpHJKSkqSKRlRkrFu3Dnfu3MGnn36KVatWSR2nQMhkMgwfPhz169dH+fLlpY5DREREZNDWrl0rdQQiIiLSMxbRc0k7pcH7brl+/vw5gNe3aBdFycnJMDY2BgAkJiZKnIbI8E2fPh1jx44FAIwcObLY/Cdq7NixOH/+PNq2bSt1FCIiIiIiIiIiSbGInksVKlQAAFy4cOGd7bRzpWvbFzUPHz5EamoqgNcFdSJ6N5lMhh9++AHjxo0DAPj5+eGnn36SNlQBUCgUXGSUSM9SUlKQkZHB91sioiLuyy+/lDoCERER6RmL6LnUtWtXCIKAtWvX4syZM9m2mTVrFk6fPp2raV8MlVKphEqlAsAiOlFuyWQyLFu2DJMnTwYAjBs3rlgU0gEgIyMDf/75J4KDg6WOQlTsZGRkQK1WIyMjQ+oopGfbt2/HiRMnsH37dqmjEJEeNG/eXOoIREREpGcsoufS5MmTUa5cOaSkpKBly5bo3r07ACAqKgoTJ06Eh4cHvv32WwBAzZo1MXLkSCnj5luVKlXw8ccfo1q1apDL+e1BlFsymQyLFi3C9OnTAbxeuLc4XIiaOnUqBg4ciDlz5kgdhYioyDIzM4O5uTnMzMykjkJERERERPmglDpAUWFjY4NDhw6hS5cuuHv3Lvbs2QOZTIbo6Gj8+OOPEAQBANCoUSMEBgYW2TnRAeDQoUNSRyAqkmQyGebNmwd7e3v06dOnWBRL/Pz8sGnTJjRq1AiCIHCKF6ICVLt2bcTHx4uLkhMREREREZFhYhE9D6pXr46rV69izZo12LFjB65fv47ExEQ4OjrC09MTAwYMQN++fTmCm6gEk8lk4vzoWg8fPkT58uWlCfSBqlatisePH4vTPBFRwSlVqhQEQYCNjY3UUYiI6AMUh7sPiYiI6N1Y7c0jU1NTfPnllzhx4gSio6ORlpaGx48f459//kH//v2LfAH9xIkTaNmyJb766iupoxAVCxs3bkTlypWxZcsWqaPkGwvoVFQNHTo027snbt26hWbNmsHMzAwNGzbEjRs3dPanp6dj/PjxsLGxQbly5fDLL79keY49e/agWrVqsLCwQJ8+fRAXF6e3flDR9+eff2L16tX4888/pY5CRHowaNAgqSMQERGRnhXtii8VuIiICBw7dgy//vorNmzYIHUcoiLvzJkzyMjIwODBg7F7926p43yQS5cu4eeff5Y6BtEHiY2NRevWrREZGYnZs2cjKSkJ7du31ymCjx8/HgEBARg5ciTatm2L0aNHY8eOHeL+c+fOoWfPnqhQoQKmTp2Kw4cPY+DAgVJ0h4oIFtGJiIiIiIo2TueSBxEREVCr1bCyskKpUqXE7UlJSVi6dCmCgoJQsWJFTJo0CS4uLtIF/QCNGzdG8+bNceLECUREREgdh6jIW7lyJZKSkrBp0yb07t0b+/fvR6tWraSOlWe3b99G3bp1oVAo0KFDB7i5uUkdiShfli9fjqdPnyIsLAzu7u7o1asX3N3dsWLFCsyYMQP37t3DqlWrMG3aNMydOxfA6ymZvv76a/Ts2RMAMG3aNLi6umLv3r1QqVRwcXHBkCFDcPr0aTRp0iTXWR4/foykpCSkpKTopa9ERFQ4vLy8cOTIEaljEBERkR5xJHouXbp0CS4uLqhYsSIuX74sbn/58iXq1auHOXPmYP/+/QgICECDBg3w4sULCdPmX/ny5VG7dm0AQEJCgsRpiIo+uVyO33//HT179kR6ejq6d++Oq1evSh0rz6pWrYqOHTuiX79+UCp5/ZWKru3bt8PHxwfu7u4AgIoVK8Lb2xuBgYEAgJ07d0KtVqNPnz7iY3r06IHw8HBcvnwZL1++xIkTJ9CjRw9xqqOuXbtCoVCIz5Fb9+7dw9OnTxEeHl5AvSMiIinMnDlT6ghERESkZyyi55J2PlQfHx+0bNlS3N6/f3/cunULAGBtbQ1BEPDixQvMnz9fkpwFwcLCAgCL6EQFRalU4s8//0Tz5s2RkJCAzp0748mTJ1LHyrPdu3dj48aNRXaRVKK0tDTcvHkT3t7eOtu9vb0RGhqK9PR0BAcHQ6VSoWbNmjr7ASA4OBhXrlyBIAg6z2FtbY2KFSsiODg4x+PGx8frfBAREREREVHRwSJ6Lh09ehQymQyffPKJuG3Dhg3i9q1btyImJgadO3eGIAg4ePCghGlzJyAgADVq1EC9evXEbQ8fPsSrV68AAImJiRIlIyp+jI2NsXPnTlSpUgWPHj3Cb7/9JnWkPFMoFFJHIPog0dHRUKvVsLW11dlua2sLtVqN6OhoREZGZrsfACIjIxEZGamz7c022n1vW7hwIaytrcUP7ZRvxsbGUCgUMDY2LpD+ERERERERkX6wiJ5Lz549A/D6tm/gdYF56tSpkMlk6NWrl1hc79u3LwAUiVGm/v7+CA0NRVBQkLht9erVWLlyJQCORCcqaDY2Njh06BB++uknfPPNN1LHybeYmBhMmTIFN2/elDoKUb4IgpDtdplMlqv9ObV5c/+bpk6diri4OPHj8ePHAF4X0VUqFUxMTPKUn4iIiIiIiAoXi+i5VKZMGQDAmTNnAABjx47Fs2fPYGpqiiVLlojtoqOjAQCOjo6FH7IAWFtbw8HBAcDrBVOJqGCVL18eX375ZY7FtqJgzJgx+P777zn/JxU5NjY2kMlkiImJ0dkeHR0NhUIBW1tb2NnZITY2Nst+AHBwcICdnR0AZPsc2vfPtxkbG8PKykrng4iIio+FCxdKHYGIiIj0jEX0XGrRogUEQcCKFStga2uLP/74AzKZDPPnz4ezs7PYbufOnZDJZKhWrZqEafNv8uTJWLNmDZydncVCARHpR1xcHD755BP8+++/UkfJk2nTpqFOnToYOnSo1FGI8sTU1BTu7u4ICQnR2X758mVUq1YNRkZG8PDwQEZGBm7cuKGzHwBq164NDw8PANB5jtjYWDx48EBcmJuIiEqWixcvSh2BiIiI9IxF9FyaPXs2bG1tIQgCXr16BUEQMHjwYIwdO1Zsc/LkSRw7dgwAMGjQIKmifrCuXbvi8ePH2LRpk9RRiIq1H3/8ETt27MDgwYPx9OlTqePkWq1atXDx4kV06tRJ6ihEedatWzdcvnwZ9+7dAwDcuXMHISEh6NWrF4DX74EAsG3bNvExgYGBqFixInx8fFC2bFnUq1cPu3btQmZmJgBgx44dUKvV4nMQERERERFR8aKUOkBR4erqiuDgYKxevRrx8fFo27YtOnbsqNPm9OnT6Nq1K8zNzcW50YmIcjJlyhTs2rULISEh+Oyzz7B///4iM81LUclJ9LYJEyZg3bp16NixI4YOHYrff/8dTk5O+OKLLwAANWvWRP/+/bFw4UKkp6fjwYMHOHPmDLZs2SJ+33/77bdo3749unTpgoYNG2Lp0qVo164dmjdvnqcsCQkJyMzMhFqtLvB+kmGpVq0aSpcuDRsbG6mjEJEerFu3Dq6urlLHICIiIj2SCTmtnkUlRnx8PKytrREXF4dly5bh0qVL+PLLL9GmTRupoxEVe6GhofDx8UFqaip++eUXjBw5UupIuabRaBAYGIjt27cjMDAQcjlvbjIUb/5eL8nzbw8dOhTr16/Psgjo5cuXMXLkSFy9ehXe3t5Ys2YNatWqJe5PTk7G2LFjsXXrVlhaWmL69OkYPXq0znP8+eefmDlzJl68eIFOnTph1apVKFWqVK5yac+PSqWCWq2GUqlEWlraB/e3KPD19UVkZCQcHR2xf/9+qeMQERUIvu8SEREVfyyi51NaWhrCw8ORnp4Ob29vAEBmZiY0Gg2USmWRKia9+Udf7969cfDgQVSsWBENGzbE5s2bpY5HVOz99NNPGDduHCwtLXHr1i2ULVtW6ki5EhUVhUqVKiEhIQFbt25F7969pY5E/x//M2/YtOfHxMQEmZmZUKlUSE5OljpWoWARnYiKI77vEhERFX9Fp9JrIE6dOoX27dvDysoKnp6eGDBggLjvu+++g6mpKWrUqCHOk1rUTJw4EePGjcP9+/d1FlUjIv0ZM2YMGjRogISEBEyYMEHqOLlmb2+POXPmYO7cuVmmtyKi92vSpAlq166Njz/+WOooRERERERE9A4soufB4sWL0aJFCxw+fBgZGRlZbg//6quvYGNjgzt37nzwopxr165F+fLlYWVlhdGjRyM9PT3bdg8ePIBMJtP5yO3t5Nlp06YN2rZtCwBQKjllPlFhUCgUWLlyJeRyOY4fP44XL15IHSnXxo8fj5kzZ8Lc3FzqKERERESSOHv2rNQRiIiISM9YJc2lQ4cOYcqUKQBe34o8ZMgQ9OnTR6eNsbExevbsiTVr1iAwMBBDhw7N17G2bdsGPz8/9OvXD+7u7vj++++hUCiwYsWKHB8zcOBANGjQQMzxITIyMgAAKpXqg56HiHKvTp062L59O1q0aPFBF8KkplaroVAopI5BRGRQJkyYgNjYWNjY2GDZsmVSxyGiArZ06VKpIxAREZGesYieS9r/8DRr1gz79u0DgCxFdACoW7cu1qxZg5CQkHwdRxAEfP3112jatKk4H7lSqcTcuXPx1VdfoXz58tk+rlWrVvku2r/p+vXrCAsLA/DhxXgiypvu3btLHSHfwsLC8NVXX6FChQpYvny51HGIiAzKrVu3xLngiYiIiIio6OF0LrkUFBQEmUyGvn37vrOdra0tACAmJiZfx7l8+TLu3bunU6Dv0aMH1Go1duzYka/nzIsuXbpg0qRJAFhEJ5KKIAjYuHEjbt26JXWUXHv8+DH27t2LNWvWICoqSuo4REXClStXEBYWhsuXL0sdhYiIPsCQIUOkjkBERER6xpHouZSSkgIAsLS0fGe758+fAwAsLCzydZzg4GAAgLe3t7itVq1aUKlU4r7sxMXF5XoahbS0NKSlpYlfx8fHi5/b29sjKioKCQkJMDExyU8XsqVWq5GUlITMzEykpqZCJpMhOTkZaWlpyMjIQGZmJtRqNdLT06FWq8WvMzMzIQiC+KF9Li25XA6NRgPgdeFRoVBAJpOJbQVBEOeKf/NxWpmZmTqP12g0OseSyWTiv3K5HHK5HEqlEjKZDAqFAiqVCkZGRlAqlVCpVDA2NoaxsTHMzc3Fr01MTGBmZga5nNesKHfmzJmDOXPmoFGjRjh16lSRmB6lVatWWLBgAXr06AF7e3up4xAVCa9evYJardZ5TyYioqKnS5cuUkcgIiIiPWMRPZcqVKiA27dv48KFCxgwYECO7bZu3Sq2z4/IyEgA/zeiXcvGxkbcl51x48bh66+/hq+vL3766Sc4Ozvn2HbhwoWYM2dOtvsuXLiA33//HZMnT86SQaPR4NatWwgLC8PDhw/x4sULPH/+HPHx8UhISEBMTAxSU1MRHx+PlJQUpKamigXyzMzM3L4ExZZCoYCpqSlMTExgamoKU1NTWFhYQKVSwcTEBEZGRjr7jI2NYWRkBFtbW6jVanG/drupqSmUSqVYqH/zeczMzGBsbAxTU1OoVCrxuCYmJizmFwHDhg3DDz/8gHPnzmHx4sX4+uuvpY6UK1OnTpU6AhERERERERFRgWMRPZe6du2K7777DmvXrkXv3r3RuHHjLG1mzZqF06dP52ral/fRjoR+k3ZU9JtsbW2xefNmyGQy/O9//8O6detw+fJlXL9+Hebm5tk+99SpUzFhwgTx6/j4eLi4uIhff/rpp/j0008hCAJOnjyJnTt34n//+x/u3Lkjjsj/ENrR4+bm5jA2NhZHcSsUCnFUt1Kp1Bn1LZfLxRHmCoUCgiBALpcjMzNTHKUrk8nEkeTatm+OStcWj9/cp31+7WurHW3+No1GI36o1Wrx38zMTKSlpYmj6LWj/BMTE8XR9FpqtRqJiYlITEz84Ncwv1QqFczMzKBSqaBUKmFmZgZzc3OYmZmhVKlSMDU1haWlJaysrFCqVCnY2trC2toatra2sLGxgZ2dHRwcHGBvbw+lkr8+9MXV1RU//vgjhg0bhpkzZ6J58+Zo1KiR1LHy5OnTp7C1tS3QO1qIihtzc3OkpqbC1NRU6ihERERERET0DqyC5dLkyZOxadMmREREoGXLlvD19QUAREVFYeLEiTh06BBCQ0MBADVr1sTIkSPzdRw7OzsAWedUj4mJgYODQ5b2VlZW6NevHwCgb9++qFKlCiZNmoQdO3Zg8ODB2R5DO+XIu4SHh2PIkCE4e/asznZzc3NUqFABbm5ucHV1hZOTE6ytrWFpaQk7OzuoVCqUKlUKZmZm4uhohUIBMzMzmJmZiQVyIPuLAsWN9jb9pKQkpKeniyP0U1NTkZycjISEBKjVaqSkpCA9PR2pqalISUkRv05LS8OLFy9gbGyMzMxMnXapqaliET8tLU3cnpaWJh4nJSUFGRkZ4pQ1GRkZiIuLK5C+2drawsnJCU5OTihTpgzKlSuHsmXLwtXVFc7Ozihfvjzs7e058j2fhg4din///Rfbtm1Dz549cfHiRZQtW1bqWLnyyy+/YNKkSZg5cyamTJkidRwig6VQKMQLxkRERERERGS4+L+2XLKxscGhQ4fQpUsX3L17F3v27IFMJkN0dDR+/PFHcbRzo0aNEBgYmO850T08PAAAISEh4mj3q1evIjMzE7Vr137v49u2bYtJkyYhIiIiz8fWaDTo2bMnMjMzcfr0acTExMDU1BQ9e/ZEx44d4e7ujurVq+c4wp2yevMCgpQyMjKQmpqK2NhYsbCemZmJ5ORkJCUlITk5GbGxseJ0PPHx8Xj16hViY2Px6tUrxMTE4NWrV4iOjkZUVBQEQUBMTAxiYmLEi0fZMTIyQvny5VGpUiWUL18eFSpUgLu7OypWrIhKlSplmTKI/o9MJsO6desQGhqKGzduoHPnzjh+/Ph712UwBObm5khKSsLJkycxefLkEnHBjCg3AgICEBAQkO0aHUREVHT16dNH6ghERESkZyyi50H16tVx9epVrFmzBjt27MD169eRmJgIR0dHeHp6YsCAAejbt+8Hjbxt0KABypQpg+3bt8Pf3x8AEBgYCLlcjh49egB4XezWHiM+Ph5WVlbi43fv3g0AqFy5cp6PnZGRgb///lv82t7eHv/99x8qVaqU7/6QYVCpVFCpVAVSgFWr1YiJicGLFy/w4sULPHv2DM+ePUNERASePn2Khw8fIiIiAhEREUhPT8edO3dw586dbJ/L1tYWVapUQeXKlVG1alVUr14d1atXR+XKlTkyE68XKN69ezcaNWqEq1ev4uzZs2jXrp3Usd5r4MCBsLa2RpcuXVhAJ3qDv78//P39ER8fD2tra6njEBFRAeH6T0RERMUfq1R5ZGpqii+//BJffvmlXp5foVBgzpw5GD58OAYOHAgXFxcsXboUfn5+qFSpEiZOnIh169bh2rVrcHZ2RoUKFdC3b19UqFABFy5cwN9//43atWuja9eu+Tr2ypUrMXXqVMTFxaF+/fosoFMWCoUCDg4OcHBwQK1atXJsl5GRgYiICNy/fx937twRP799+zYePXqE58+fIyYmBufPn8f58+d1HmtsbAw3NzfUrFkTtWrVgqenJxo0aAAnJ6cSV5R1c3PDP//8g+jo6CJRQAdery2Qn99BRCXNm2ttEBFR0cX/MxERERV/LKLnUmRkJMaMGYMZM2bA09NTr8fy8/NDQkIClixZgsTERHz++ef44YcfALweUWxsbCyORB88eDD279+Px48fw8nJCWPGjMG8efOgUqnyfFylUolRo0bhu+++Q1xcXLaLmxLllkqlQoUKFVChQgW0aNEiy/6kpCSEh4cjLCwM4eHhuHnzJm7evInQ0FAkJycjNDQUoaGh2LZtm/gYGxsb+Pj4wMvLC/Xr10fDhg11FsUtrurVq6fz9cOHD+Hk5PTetQ0MQWZmJlavXo1BgwYVialoiApTYmKiuFg1FW8DBgxAUlISp8QjKqYWL16M1atXSx2DiIiI9EgmsFKaKyNGjMCaNWugUCjwzz//oG3btlJHKjDa28rj4uJgZWUFLy8vXLlyBXXr1kVQUJDU8aiE0Wg0ePDgAcLCwnD16lWEhobi4sWLCA0NzfbCjqurK+rVq4cmTZqgadOm8PLygkKhkCB54Xj8+DEaN26M6tWrY+fOnZLPt/8+vXr1wvbt2/HFF19g+fLlUscpMd7+vU6GRXt+VCoV1Go1lEol0tLSpI5VKHx9fREZGQlHR0fs379f6jhERAWC77tERETFH0ei59KOHTsgk8nQtGnTYlVAf1NGRgZu3boljm6NioqSOBGVRHK5HJUqVUKlSpXQvn17cXtqaiquX7+OkJAQXLp0CRcuXEBISAgePXqER48eYceOHQAAa2trNGvWDO3atUPLli1RrVq1YjUFzMOHDxEdHY1Dhw6hY8eO2Lt3b74XMi4Mw4cPx9GjR+Ht7S11FCKDU6pUKaSmphr8xTAiIiIiIqKSjkX0XDIyMgIAfPrppxIn0Z+nT5/C09NTnComPT1d4kRE/8fExAR169ZF3bp18fnnnwMAEhIScOnSJZw/fx6nTp3C6dOnERcXh71792Lv3r0AXo9Ub9euHXx9fdG6dWuDLjjnRpMmTXDw4EH4+vri+PHj6NChA/7991+D7VebNm3w4MEDjsoiykbt2rURGxsLR0dHqaMQERERERHRO8ilDlBUfPHFFxAEoViPzhYEAdbW1uJUGCYmJhInIno3S0tLfPzxx/j666/xzz//ICYmBhcuXMDChQvRqlUrGBsb49GjR1izZg26d+8OOzs7tGvXDitXrsSTJ0+kjp9vTZo0wZEjR2BtbY3Tp0+jQ4cOSEhIkDpWjt4soHMGMSIqiZKTk5GUlITk5GSpoxCRHvzyyy9SRyAiIiI9YxE9l6ZOnYrhw4dj4cKFuHHjhtRx9KJChQp49eoVatasCQAcGUdFjkKhQL169fD111/jyJEjiImJwf79+zFmzBhUqlQJ6enpOHToEPz9/eHi4oL69etj0aJFCA8Plzp6ntWvXx+HDx8WC+m+vr5ITEyUOtY7hYSEoEGDBggJCZE6ChFRofrkk0/QvHlzfPLJJ1JHISI9OHLkiNQRiIiISM84nUsunTx5Ev3790dmZiZ8fHwwePBgfPzxxyhXrlyO8y03a9askFMWDFdXV4SEhGDAgAFSRyH6IGZmZujQoQM6dOiA5cuX4/bt29izZw92796Nc+fOISgoCEFBQZg6dSo8PDzQq1cv9O7dG1WrVpU6eq7Uq1cPhw8fRps2bfDq1SskJycb7LQuALBw4UIEBQVh4sSJOHr0qNRxiIiIiIiIiIhyRSbw3vpckcvlYrFcEIT3LlQok8mQmZlZGNHyLSAgAAEBAVCr1QgLCxNXk69VqxZu3LiBgwcPFttFVIlevHiBnTt34u+//8axY8d0fl69vb3Rv39/9O/fH2XLlpUwZe5cvnwZrq6usLe3lzrKO7148QJTp07FwoULUbp0aanjFGvx8fGwtrYWf6+TYdGeHxMTE2RmZkKlUpWYaT58fX0RGRkJR0dH7N+/X+o4haak9puopLh+/To8PDz4vktERFSMcTqXPBAEQZzPV/v5uz4Mnb+/P0JDQxEUFAQAePz4MYYMGYIHDx4AAOzs7CRMR6RfpUuXxsiRI3Ho0CG8ePECv/32G9q3bw+lUong4GBMmjQJLi4u6NChA7Zu3Yq0tDSpI+eoTp06OgX0o0ePIiMjQ8JE2StdujTWrVvHAjrR/6dWq6HRaKBWq6WOQkREH8DV1VXqCERERKRnnM4ll44dOyZ1BL2LiYnBhg0bIJe/vrayb98++Pj4SJyKSP9sbW0xbNgwDBs2DFFRUdi+fTs2btyIs2fP4sCBAzhw4ADs7e0xdOhQjBw5Em5ublJHztHq1asxYsQI9O/fHxs2bBAXCjZEFy9eRI0aNWBmZiZ1FCIiIiIiIiKiHLGInkvNmzeXOoLeOTk54bvvvsOCBQsQFxeHq1evSh2JqNDZ29tj5MiRGDlyJMLDw7F+/Xr8/vvviIiIwJIlS7BkyRK0b98e48aNQ9u2bd87tVNhK1u2LJRKJTZv3gyVSoV169aJF8YMydKlSzF58mSMGjUKP//8s9RxiCRhZWWFlJQUmJubSx2FiIiIiIiI3sHwKisGIj09HVu2bMGECRMwduxYrFy5ErGxsVLH0qvSpUtj8uTJcHFxAfB6/mKikszd3R3z5s3DgwcPsHv3brRr1w4ymQwHDhxA+/bt4eXlhU2bNhnUVAydOnXCli1boFAosH79evj5+UGj0UgdK4tatWpBo9EgISHBIPMRERER5db169eljkBERER6xiJ6NkJDQ1G9enUMHDgQP/30E37++Wd88cUXKF++PLZt2yZ1PL1zcHAAAERGRkqchMgwKJVKdOnSBQcOHMCdO3fw5ZdfwsLCAlevXsWgQYNQvXp1bNy40WCK6Z988gk2bdoEuVyOdevW4dNPPzW4hY7btWuHy5cvY/369QY5Up6IiIgot2bNmiV1BCIiItIzVi7eEhcXh/bt2+P+/ftZFgpNTExE//79cfbsWalj6kVGRgaePn0KS0tLAK/nSCciXW5ubvjpp5/w8OFDzJ8/H7a2trhz5w4GDx4Mb29vHD16VOqIAIC+ffti8+bNUCgU2LBhA/r162cwRX4tb29vna+LwoLMRB8iICAANWrUQL169aSOQkRERERERHnAIvpbVqxYgSdPnkAmk6Ffv344efIkLl68iFmzZkGpVEKtVmP69OlSx9SL27dvo1y5cjhy5AgAIDExUeJERIbL1tYW06ZNw4MHD7BgwQKUKlUK165dQ+vWrTFo0CA8fvxY6ojo06cPtm/fDiMjI1SvXt1gFxlNSUnBmDFjsHjxYqmjEOmVv78/QkNDERQUBOD11HGZmZlIS0uTOBkREX2I7t27Sx2BiIiI9EwmcOifjvr16+PixYto0KABzp07p7Nvzpw5mDNnDuRyOWJjY8UR20VdfHw8rK2t8d9//6FRo0YwMzNDYmIiZDIZ5yomyqXo6GjMnj0bK1euhEajgampKebMmYNx48ZBpVJJmu3WrVuoWrWqwS2CqrV161b07dsXKpUK9+7dg7Ozs9SRijzt7/W4uDhYWVlJHYfeoj0/KpUKarUaSqWyxBTSfX19ERkZCUdHR+zfv1/qOIXm5s2byMjIgEqlQvXq1aWOQ0QFjO+7RERExR9Hor8lLCwMMpkMvXv3zrJv8ODBAF5PORAWFlbY0fSuWrVqUKvVmDp1qtRRiIocOzs7rFixAmfPnkWTJk2QkpKCyZMno27dujh//ryk2apVqyYW0JOSktCvXz+D+h3Wu3dv+Pv7Y+/evSygE1GxVL16dXh6erKATkRERERURLGI/pb4+HgAyLaQ4+rqKn4eFRVVaJkKW9u2bQEApUuXljgJUdHToEEDnDx5EuvWrYOdnR2uXr2Kjz76CCNHjjSIdQYmTZqEv/76Cx999BHOnDkjdRwAgEwmw88//4x27dpJHYWoUFWsWBFlypSBm5ub1FGIiIiIiIjoHVhEz4GxsXGWbW/OJ5yenl6YcQpVeHg4gNf/uSeivJPJZPj0009x8+ZNDBkyBIIgYNWqVahatSrWrFkj6QKfs2bNQr169RAdHY1WrVph27ZtkmXJyatXr/Dvv/9KHYNI71xdXeHk5IQKFSpIHYWIiIiIiIjegUX0fCqOU8mnpqbiyy+/xMKFCwEAtWvXljgRUdHm4OCAP/74A8ePH0eNGjUQFRWF4cOHw8fHB0ePHpUkU+nSpXH8+HF07doVaWlp6N27NxYvXmwwv9OePXsGb29vdOvWDZcuXZI6DhFRgTh16hSOHDmCU6dOSR2FiPTAz89P6ghERESkZ0qpAxiqv/76CyEhIfneDwDffPNNwYbSM7lcjhUrVohfR0ZGSpiGqPho3rw5QkJCEBAQgDlz5uDKlSto3bo1OnTogEWLFsHT07NQ85iZmWHHjh0YP348VqxYgcmTJ+PBgwdYvny5zh03UnBycoKXlxdkMpnkC7ISERWUhQsXiguqNm3aVOo4RFTADGHKPiIiItIvFtFzsHXr1my3axfny2n/mwy9iB4QEICAgABxagkjIyNMmzYNP/zwA1JSUvDy5UuJExIVHyqVCuPGjcOgQYMwe/Zs/Prrr/j3339x4MAB9O3bF3PmzEHlypULLY9CocBPP/2EihUrYuLEidi2bRu+/vpruLi4FFqG7MhkMqxbtw6CIMDW1lbSLET6FhcXh4SEBBgZGUkdhYiIPgD/ZiEiIir+OJ1LNgRB+OCPosDf3x+hoaEICgoSt82fPx8ZGRkAXk9FQUQFy87ODitWrMDNmzfRp08fCIKALVu2oHr16hg+fDgeP35caFlkMhnGjx+Pbdu24Z9//pG8gK5lY2Oj85/RtLQ0CdMQ6U9ISAjCw8M5dRERURG3Zs0aqSMQERGRnnEk+luOHTsmdQTJaTQaAK+LfUSkH+7u7vjrr78wZcoUzJw5E//88w/WrFmD9evXY/jw4ZgxYwZKly5dKFl69uyp8/X//vc/uLu7w9XVtVCO/y779+/H8OHDsXfvXnh7e0sdh4iIiIiIiIhKIBbR39K8eXOpI0gqMzMTCoUCGo0G1tbWUschKva8vb2xb98+nDlzBtOnT8eJEyfw888/Y926dRg/fjwmTZpUqD+LFy9eROfOnWFjY4ODBw+iZs2ahXbs7KxatQoRERFYsGABtm3bJmkWooKmVCohCAKUSv45RkREREREZMg4nQvp6NGjhzidC+doJSo8jRs3xvHjx3HkyBHUr18fycnJmD9/Ptzc3BAQECD+XOpb6dKlUaFCBURERKBp06Y4e/ZsoRw3J+vWrcOsWbOwadMmSXMQ6YOZmRmMjIxgbm4udRQiIiIiIiJ6BxbRSYeTk5PUEYhKtFatWuH8+fP4+++/Ua1aNURHR2PMmDGoXr06tm/frvc1F1xcXHDq1Ck0atQIsbGxaNWqFfbs2aPXY76LnZ0dZs+eDWNjY8kyEBEREb0LL/YTEREVfyyik45Zs2aJI9CLygKpRMWNTCZD9+7dce3aNaxcuRKOjo64e/cuevXqhebNm+Py5ct6Pb6trS0OHz6Mjh07IjU1FT169MBvv/2m12PmhiAI2LBhA+7fvy91FCIiIiLRzp07pY5AREREesYiOukoV64cRo4cKXUMIsLr+ZJHjRqFu3fv4ptvvoGpqSlOnTqFunXrYujQoXj69Knejm1ubo6dO3di6NChUKvV+Pzzz7Fv3z69HS83FixYgCFDhqB///7IzMyUNAsRERERERERlRwsolMWsbGxAAArKyuJkxARAFhYWGDOnDkICwtD//79IQgC1q9fj6pVq2LhwoVITU3Vy3FVKhXWrVuH6dOno1OnTmjfvr1ejpNbAwYMgKOjI9q3bw+NRiNpFqL8CAgIQI0aNVCvXj0AQHJyMtLT05GUlCRxMtI3U1NTmJmZwdTUVOooRKQHc+bMkToCERER6ZlM4JwdJV58fDysra0RFxcHExMTuLm54cmTJ1i/fj0GDx4sdTwiest///2HsWPH4r///gMAuLm5YcWKFejQoYPejpmZmQmlUgngdeEvNjYW5cqV09vxcpKSksIiVC68+XudF0QNj/b8qFQqqNVqKJVKpKWlSR2rUPj6+iIyMhKOjo7Yv3+/1HGIiAoE33eJiIiKP45EJx2zZ8/GkydPAAAKhULiNESUnQYNGuDs2bPYuHEjypYti7t378LX1xft27dHaGioXo6pLaADwNixY+Hj44MTJ07o5Vjv8nYBndeBiYiIiIiIiEjfWEQnHUFBQeLnNWrUkDAJEb2LXC7HwIEDcfPmTUycOBEqlQoHDx5E7dq1MXbsWMTExOjluImJifjvv//w4sULtGrVCosWLZJkapVbt26he/fu+P777wv92EQF5aOPPkLNmjXRtGlTqaMQERERERHRO7CITjreLLy5uLhImISIcsPKygpLlizBzZs30blzZ2RmZmL58uVwd3fH0qVLC3yKCAsLC5w/fx6DBg2CWq3G1KlT0aFDBzx//rxAj/M+586dw65du7Bo0SIkJycX6rGJCopKpYKRkRGMjIykjkJERB/g0aNHUkcgIiIiPWMRvQR7e4EzADrFqJSUFCliEVE+uLm5Yc+ePTh06BA8PDwQGxuLr776ClWrVsXatWuRkZFRYMcyMzPD+vXrsWbNGpiamorH3LVrV4Ed432GDBmCSZMm4ezZszAzMyu04xIR5cdPP/2EefPm4aeffpI6ChHpwfjx46WOQERERHrGInoJ5u/vj9DQUJ0pXNLT08XPd+3ahaioKCmiEVE+tWnTBsHBwfjtt99QpkwZPHz4EH5+fqhatSrWrFmj8zP+IWQyGT7//HNcvHgRtWvXRlRUFEaOHInExMQCef73kcvl+P7771G9evVCOR4R0Yc4ePAgdu/ejYMHD0odhYiIiIiI8oFFdMrRl19+iQMHDkgdg4jySKFQYNiwYbh79y6WLVsGBwcH3L9/H8OHD4e7uzt++OGHAit216hRA//99x+mTJmClStXwsLCAsDrBT8Lc9FP3jlDRVF4eDgePXqE27dvSx2FiIg+QOvWraWOQERERHrGIjrpUKlU4uf29vZQKpUSpiGiD2Fqaorx48fjwYMHWLZsGcqWLYvHjx9jwoQJcHV1xfTp0wtkLnNjY2MsWrQIPXr0ELetX78ebdu21XtxUBAETJs2DWXLlsXNmzf1eiyighYREYHo6Gg8efJE6ihERPQBRo0aJXUEIiIi0jMW0UmHmZkZ5PLX3xYjRoxA3759JU5ERB/KzMwM48ePx927d7F69WpUrlwZsbGxWLBgAcqXL4/PP/8coaGhBXY8tVqN2bNn48iRI/Dw8MCkSZMQHx9fYM//JplMhtDQULx69QpbtmzRyzGIiIiIiIiIqGRjEZ10/Pfff1iwYAEA4OHDhxKnIaKCZGJiAj8/P9y8eRN///03GjVqhPT0dPz222+oWbMmunTpgpMnT37wNCwKhQJHjx6Fr68vMjIysGTJElSuXBm//PJLgS5wqjV9+nT8+++/mDVrVoE/N5E+mZiYQKlUwsTEROooRERERERE9A4sopMOlUoFZ2dnAMDTp08hCAIuXLhQqHMbE5F+KRQKdO/eHWfPnsWZM2fQrVs3yGQy7N27F82bN0eDBg2wfft2qNXqfB/Dzc0N//zzD/bt24cqVaogMjISo0ePRq1atXD8+PGC6wyAevXqoX379lAoFAX6vET6ZmRkBKVSCWNjY6mjEBERERER0TuwiE5ZaBcGTEpKQuPGjdGgQQMcO3ZM4lREpA8fffQRdu7ciVu3bmHEiBEwMTFBUFAQevXqhWrVqmH16tVITU3N9/N37NgR169fx4oVK2Bvb4+wsDCYmZkVYA+IiIiIpDVp0iSpIxAREZGesYhOOjZv3ox58+YBeL0oYZ06dWBmZoa7d+9KnIyI9KlKlSr49ddf8fDhQ8ycORM2NjYIDw/HiBEjUKFCBSxatAivXr3K13OrVCqMGTMGd+/exZYtW1C/fn1x37Jlyz541DsABAcH47vvvsPu3bs/6HmIiIiI8urevXtSRyAiIiI9YxGddNy9exeXLl0CANjZ2WHWrFm4d+8e/Pz8JE5GRIXB0dERc+fOxaNHj/DDDz/AxcUFL168wNSpU+Hi4oLx48fne70EKysrncWKIyIiMHXqVPTq1Qs1a9bEb7/9hvT09Hw99+bNm/H111/j1KlT+Xo8ERERUX4plUqpIxAREZGesYhOOkqXLi1+Xq5cOTg4OOhsI6KSwcLCAuPGjcPdu3exfv161KpVC4mJifjxxx9RqVIl9OzZE8ePH/+g9RLMzMwwZcoUlCpVCrdv38bnn3+OChUqYNmyZYiLi8vTc3Xq1AkDBgyAm5tbvvMQFbb4+Hikpqbm+fudip4mTZqgVatWaNKkidRRiEgPtm7dKnUEIiIi0jOZwBUjS7z4+HhYW1sjLi4Op06dQqdOnQAA3333HSZPniy2Cw0NxcaNG7FgwQLIZDKp4hKRBARBwMGDB7F06VIcOXJE3F69enUMHz4cgwYNgp2dXb6eOyEhAatXr8ayZcvw9OlTAK+L+Lt370bLli0LJH9J8+bvdSsrK6nj0P8XEBCAgIAAqNVqhIWFQaVSQa1WQ6lUIi0tTep4hcLX1xeRkZFwdHTE/v37pY5DRFQg+L5LRERU/HEkOumoUKGC+LmDg4P4+atXr9CkSRMsWrQIa9askSAZEUlJJpOhffv2OHz4MK5fv44RI0bAzMwMN2/exPjx41G2bFl88skn2L17d56LgZaWlpg4cSLu37+P1atXo3r16khLS4Onp6fYJjo6+oNGvRMZAn9/f4SGhiIoKAgAYGJiApVKBRMTE4mTERERERER0buwiE46qlSpIo4yf3Nu4lKlSmHWrFn4+OOP0b17d6niEZEBqFmzJn799Vc8e/YMK1euhJeXF9LT07Fjxw5069YNTk5O+Oyzz3Dw4EFkZGTk+nmNjIzg5+eHGzdu4NKlS7C3txf3de/eHZ6enli/fr3O76b//e9/GDx4cL4XPSWSUoMGDVCrVi00btxY6ihERERERET0Diyil2ABAQGoUaMG6tWrJ25TqVRQqVQAgPDwcJ32X375JQ4fPqwzQp2ISi4rKyuMGjUKwcHBCAkJwcSJE1G2bFm8evUK69atQ/v27eHo6IghQ4Zg586dSEpKytXzymQyeHh4iF8/ffoUly9fxvXr1zF06FBUqlQJa9euRVpaGiZNmoSNGzdi3LhxeuolERER0bvt2bNH6ghERESkZyyil2Bv31YOvJ73WK1WA3i96N+bZDKZzsrzGzduxMyZM5GZmVk4gYnIYNWuXRtLlizBo0ePcOzYMYwcORKOjo549eoVNmzYgB49esDe3h6dO3fGr7/+isePH+f6ucuWLYsnT55g4cKFcHJyQkREBPz8/FC1alW0bNkSAwcOxC+//KLH3hERfZhBgwbB19cXgwYNkjoKEenB+vXrpY5AREREeqZ8fxMqSZKSksQi+puLir4tPDwcn332GTIyMlCrVi306dOnsCISkQFTKBT4+OOP8fHHH+Pnn3/G2bNn8ffff2P37t24f/8+9u3bh3379gEAatWqhQ4dOqBdu3Zo3LjxO+eFLlWqFFq0aIEzZ85AqVTi/PnzePjwIZYsWYJVq1bB1NS0sLpIRJRn0dHRiIyMlDoGERERERHlE4vopCMxMRHA61Hn2pHoL168QOnSpXXaubu7Y/369dizZw969+4tbn/27BmcnJzEedWJCDh27BiePXuGdu3awc7ODgBw8eJFBAYGws3NDSNGjBDbLly4EC9evMCYMWPg7u4OALh9+zZ27NiB8uXLY8CAAWLbXbt24fnz5/D19YWrqysAICIiAnv27IGdnZ3Oz+aWLVsQERGBzp07o2rVqgBe/2zv2bMHtra26Nmzp9g2LCwM6enpcHFxgbW1db77rVAo0LRpUzRt2hTLli3DtWvX8M8//2Dfvn04f/48rl+/juvXr2Px4sUwNTVF8+bN0bp1a7Rs2RJly5bF1atXUaNGDZQrVw4AcPPmTezbtw9ubm4ICwvDsmXLEBQUhM8++yzfGYmkdPHiRaSlpeHevXtSRyEiog8wceJEHDlyROoYREREpEeczoV0yOWvvyUEQYBGo8Hp06dRsWJFrF69GoIg6LTt168ftmzZIhbM1Wo1GjVqBDc3N9y+fbvQs+uTWq1GaGgozp8/r7P92LFjWLRoEQ4dOqSzffbs2fj2228RHx8vbnv69CmuXLmCly9fFkpmfdFoNFkWcQwJCcEff/yBc+fO6WyfNWsWpk2bhri4OHHb2bNnsXDhQhw4cECn7X///YfLly8jOTlZb9kL0sGDB7F27VrExsaK2wIDA+Hq6or+/fvrtPXz88OAAQN01hm4c+cOFi9ejG3btum0/fPPP/HTTz/h0aNH4rZbt25h+vTp+Pnnn3XaLly4EKNGjcLVq1fFbaGhoRg9ejQWLFig0/bXX3/FpEmTdNqGh4dj+PDh+Prrr3XaTpgwAR4eHti+fbu47fbt23BxcUGzZs102v7222+YOHEizpw5I2579eoVtm3bhqNHj4rbZDIZ5HI5fHx8sGXLFkRGRmLz5s3o3bs3zM3NkZKSggMHDuCrr75CnTp14OLigrZt22LSpEkICQmBIAjo1q0bxo4di71798LS0hKzZs3Cvn37oFAoALz+Ob106RKIioqkpCSkpaXler0AIiIyTB999JHUEYiIiEjPWEQnHXZ2drCwsAAAXLlyBYGBgUhJScGIESPQtWtXXLx4McfHXrt2DVFRUYiJiUHFihXF7QsXLkT79u11Ftx59eoVfvzxR6xcuVLnOX777Tf4+fnhf//7n7jt0aNHqFmzJry8vHTajhs3Dg4ODvjhhx/EbTExMfD09ISPjw9SUlLE7Rs3bsTQoUMRGBgobktISMCIESPw2Wef6VwgWLJkCapXr44lS5aI25KSklCzZk00atQIqamp4vZDhw5h6tSp2L9/v7hNEATMmTMHM2fO1Gm7YcMGeHl54csvv9Tpx1dffYX58+cjJiYmm1dV/zQaDR4+fIiLFy/qvA579+6Fn58fNm3aJG579eoVlEolbGxsdIrdO3bswKeffoo///xT57kXLFiAhQsX6hSITp8+jWnTpuGvv/7SaduhQwf4+Pjg4cOH4rb169fD2dkZI0eO1Gk7d+5czJ49G8+ePRO3PX78GEePHs1yAefOnTsIDQ3VORcvXrzA8ePHERwcrNM2ICAAM2bM0Hne7du3w93dPcto5+HDh8PPzw9hYWE62x8/foynT5/qbKtVqxZatmwJc3NznW0TJ07UGS0OACNGjMDUqVPFkeUAUKFCBXz22Wfo2LGjTtsmTZqgW7duOneK2Nvbo2fPnmjZsqVO2w4dOmDQoEEoX768uM3GxgZdunRBixYtdNqWKlUK9vb2OqPQo6Oj8eTJE0REROi03b17N5YtW4bQ0FBx26NHj9C7d+8sc//OmzcP7dq1w969e2FnZ4d+/fph3rx5SEpKgqWlJZYuXYqOHTvC3NwcGRkZAF6PoPf29oadnR0GDx4MV1dXaDSaLBf1oqKi0LlzZ4waNQpERERERERERAWJ07mQDoVCgVatWmH37t2YPn06duzYAScnJ3zzzTfYu3cv9u7dixYtWuCTTz5B7969YW9vLz7Wy8sLkZGRuHHjBoyMjMTtJ0+exMGDB9GjRw9x27NnzzB+/HjY2dlh9OjR4vb//e9/2Lx5M2rUqCEWAbWjwN9e6DQxMRFRUVFIS0sTt6WlpeHatWswMjLSmV/5v//+w/r163UKiIIgYPXq1QBeF0+17aOionDr1i2dYqGFhQXs7OxgZWWFxMREsW3Dhg0xdOhQNGrUSOd5R48ejfT0dFhaWorbZTIZHB0dUb16dZ28y5YtgyAIGD58uLh99erVWL16NQYMGIDx48eL248fP45SpUrBw8NDHH2bmpqKpKQkGBsbixdAMjIycOLECbx8+RK9e/cW227YsAF//fUXunXrJh4vNTUVFSpUAPD6woL2OYKCgrB27VoYGxtj4MCBAABra2sYGxsjNTUVUVFRYqG3Zs2aaN++vU7fgNeL12pfP63atWvj008/1RmxIwgCypQpAzMzM9ja2orbnz9/joiICJ1zDAA//vgjYmNj0bdvX5QpUwYA8M8//2DUqFHo2bOnzgjqFi1aICIiAiEhIahdu7bY9rPPPkOnTp2wd+9ese3SpUtx//59dOrUSXxeQRBw9+5dODo66mRo1qwZYmJiYGxsLG5r2bIlzp8/D2dnZ522u3btwts8PDx0LtRoffHFF1m21a5dG2vXrs2yfenSpVm2eXt76/Rf6+3R5gBQo0YN7N69O8v2Ny+cvJkhKChIXDNBq1evXqhWrRrq1KkjbjM3N0fTpk11fg8AgIuLCzw9PWFjYyNus7e3x+jRo1G6dGmMHz8eEyZMQFpaGi5evIjjx4/j7NmzOHbsGGJjY8XfQRMnToSLiwuaNGmCTz75BN26dcNvv/2Gf//9F0qlEhqNRryrhsiQWVhYICUlJcv7GxERERERERkWFtEpi7lz52L//v04cOAA6tSpg8WLFyMkJAQLFy7E1q1bcezYMRw7dgwnT54URxOnpaXh7t27qFKlCurVq6fzfLNnz0avXr3QpEkTcZu5uTn69euXZb7lTz75BNWrV9cpsJYpUwZHjx7NUmSYO3cuxo8fr1PctLW1xeHDhwFAZ1727t27w9XVFU2bNtXJMHfuXCiVSp22w4YNQ7t27VCpUiVxm1wuR1RUVJbXqmvXrujatavONrlcjoCAgCxtp0yZgilTpuhsS09Px6xZs/DkyROdCxLBwcG4dOkS2rVrJ25LTU0VRwy/WeyeNWsWvv/+e0yaNAnff/89gNdF9DZt2gAAOnbsCCsrKwDA3bt38e+//4pFcwAwNTWFubk5SpUqhfj4ePF5W7ZsCaVSicaNG4ttZTIZHj16BEtLS52LFH379kXfvn2z9PnHH3/Msq1du3Y6/dI+740bN7K0/eyzz9C6dWudoisAjB49GlFRUTojsK2srFCzZk1x/mwta2trpKSk6JxjW1tbVKtWDS4uLjpt+/fvj7i4OHHecuB1Ef706dNiUV1r48aNWfLa29vrnMfixNzcHHXr1s2y/e3R5gDg5uaGkydPZtme3UUDW1vbLD8vxsbGaNy4sfi9l5KSghs3buDIkSM4evQojhw5gsePH2PLli3YsmULVCqVOHLd19eXBXQqMuRyOeRyuXihk4iIiqY3py4kIiKi4kkmvH1PPBmEtWvXYt68eYiNjcXAgQPx448/ZhnVqbVnzx5MnjwZT548QceOHbF69eo8LQYYHx8Pa2trxMXFicXWQ4cOoX///oiOjgbwukDZuXNneHl54cmTJzhx4gRGjRoljma+ePEi6tWrB5VKhQoVKsDV1RVlypSBg4MDHBwc0LRpU7GIHhcXh7CwMJiZmcHCwgImJiZQqVQwNTWFsbGxwRTABEHA8+fPkZqaCrVajfT0dGRkZCAzMxMymQzm5ubiAo0AcOnSJaSnp0MQBMjlcvFftVoNKysr1KpVS2x74cIFcRHXjIwM8SM9PR1GRkbw9PTEjRs34ObmhsOHD+PBgweIiYnBnj17kJaWhhYtWiAtLQ3Ozs5wcnLC999/j7FjxyI0NBQhISFQq9XiH/Pm5uaQyWSoUKECfvvtN1y5cgWenp6YN28egoODYWxsDKVSCWNjY5iYmECpVKJcuXLYunWrmHf+/PkIDw8Xiz1GRkZQKpVQqVQwMjLC/Pnzxba//PILIiIiIJPJIAgCZDKZWCDSTnWjFRgYiEePHolFUBMTExgZGYnH6Nu3L1QqFYDX32NPnz4Vvz9kMpnOfPydOnUSvz5//jzu3LmDzMxMndc2IyMDarUaX331lfi8u3btwvnz58W8wOvClkwmg1KpxPjx41GqVCkAr0fnX7t2DSYmJjAzMxP/NTY2hpmZGapWrSr+nGo0GvG5ijrt66J9fbVfq9Vq8Ty8eT4+VGZmJhITE5GUlISYmBjExsbixYsXaNiwIVxcXBAVFYVp06ZhzZo1Oo9r2bIl9u/fr3N3QEmV3e91Knh5ea9+k/b82NnZISUlBebm5oiMjCyExNLz9fVFZGQkHB0ddaZCK+5Kar+JSoo2bdrgyJEjfN8lIiIqxjgS3QBt27YNfn5+6NevH9zd3fH9999DoVBgxYoVWdqeO3cOPXv2RKtWrTBo0CAsXboUAwcO1JmiIj/atm2L8PBwzJs3D+vXr0d0dDT+/PNPcc5rmUyGefPmYePGjShbtiySkpLEQuidO3dw584dnecbNWoUIiMjYW9vj5CQEIwdOzbHY0+YMAH9+vWDXC5HaGgo/P39xdF6bxZkgdfzUg8YMAAAcO/ePXE+5MzMTLFIqjVo0CAMHjwYbdq0EQuqgiCIhfHMzEw0aNAAK1euhEajgUwmg7e3d5bpK7S8vb2xcuVKZGRkQC6Xo2vXruJFh7dVqVIFP/30E2QyGTQaDQYPHpztyHYAYrG7VKlSePnyJZYuXYonT57otPn3338BvJ4eY9euXRgwYADkcjm6dOmSZeFS7eKmz58/h0wmg4eHB9RqNW7evInHjx9nm8HW1hZ79uyBWq2GWq3Ghg0bssz9rWVmZiZeQJHL5VizZk2Wuca1jIyM4O/vDxMTE5iammLjxo3Yt29ftm2B14vXan3//fdZFuF8U3JyMkxNTQG8XkRz/fr1ObYdPny4ONr8wIEDWLVqVY5tP//8c7GIvmXLFp05+N92584duLu7A3h9h8D8+fPFi0MmJibih5GREXbs2AE3NzcAry8mbNiwASqVCkqlEgqFAgqFQvx++eabbxCMta8AAQAASURBVFCtWjUAwL59+7Bx40ao1WpoNBrxe1f7fbxixQrxgk1gYCBmzZolttFOi5OZmYn09HTs2LEDrVq1AgD8/vvv8Pf3R2Zmpk6RXHshaOvWrejWrRs0Gg02btyoM/0Q8H8Lh8rlcvz444/o3bs3ZDIZDh8+jNGjR0OhUIh3fSgUCvECy/z589GhQwckJCQgODgYAwYMQEZGhngR4k39+vWDt7c37ty5o7NAqta0adNYQKdCk5f3aiIiIiIiIiraOBLdwAiCAHd3d5QrV06cDmHu3LmYO3cu7t69qzOnN/B6qolHjx7h1q1bUKlU2LBhA4YMGYJTp07pTJ/yLu8bsZiRkYHz589j3759OH/+PK5du4bY2NgP7ywRIBZVtRdJtP/KZDI4OzvD1NQUSqUST58+FS8IaAuw2s/lcrlYOJbL5Xj8+DHi4uKyjCzXcnJyglwuR1paGlJSUsS7DbTH1T5OEATY2dmJF27i4uKQkJAAQRDEiyuCIEAQBGg0GpQrV068mBQXFyfmzY61tbVYKE9MTMwy7/ub3nx90tPT3/l6Wltbw9TUFHK5HElJSe+8vdjOzg4ajQYmJiZISkp6Z15DVr58eQwePBhz5swpsNHwRR1HoutXXt+r36Y9P9bW1khNTYWpqWmJeV8tqSOyS2q/iUqKqVOnYtGiRXzfJSIiKsZYRDcwly5dQt26dfHzzz+LizJev34dHh4eWLp0KSZMmCC2ffnyJUqXLo2JEydi8eLFACDO5zx69GgsX748V8fMa7FFEARERkbi7t27ePz4MZ49e4bo6GjExMQgPj4eCQkJSEhIQEpKCgRBQEpKCjIyMmBhYYGYmBhxhKl2tHdmZibUajXe/FZUKBTQaDTiSFvtPpVKhdTUVHF07JtFT21h883n0bYD/q9Ym5mZKe57s2irzWNkZCR+LQgCTE1NxSlctM+jHXErl8uhUqnEhQzNzMyg0WiQnp4OlUolFknfLPq+XeTT5jUyMkJqaqrYD23/MjIyoFAokJ6ertM/bUFV2147hYy2H29Oe6Id+audjuXN/EqlUmeE8Jv7lUql+Ln2ebV9Sk9PF19fjUYjjh7WjvLXfgAQi8RpaWnZjjAm0lIoFOKdCiYmJrCwsICFhQUsLS1haWkJKysrcbooNzc3VKtWDRUqVGDx/C0soutXXt6rs6M9PyqVCmq1Gkql8p0X0oqTklpMPnDgAFJTU2FiYoL27dtLHYeIChjfd4mIiIo/TudiYLTTYHh7e4vbatWqBZVKlWWKjCtXrkAQBJ221tbWqFixYo7TaQAQi5la2pGqeRmFampqilq1aunM802UGxqNBqmpqeLob+33o3a6Ee3FAu3Fk5SUFLFQr/3QXiwAkKXAr71YoL0gAvzfyPU3LyzI5XIYGRmJx1EqlToF/jcf8+aFmjeP8WZb7XYAUCqVWS4Kvf3vm6Pj356u6O0LNm+Sy+XiBQttJm0G7ev29mulfS7t19r+aC/8pKenQyaTiRd+3nz93ryYot2nnZrlzYyCIOhcUNK+ltqLWNpzpL04pH2M9hx9yNzxCQkJ+X5scfXmXRtU8PLyXg3k/L6r/RkWBKHI3gmSV9q1KTIyMkpMnwHoLJhekvpNVFLwfZeIiKj4YxHdwGgXFrO1tdXZbmNjk2XRsZza2travnOBsoULF+os7qjl4uKSr8xERGSYoqOj87TQNOVOXt6rgZzfd7V3RmVkZJTI81QS+0xExRvfd4mIiIovFtENVHajGHKariAvbYHXc/a9eav5q1evUL58eTx69CjXf/TVq1cPQUFBuWqb38fou318fDxcXFzw+PHjXN92aYj9zutj8tPv/OQyxNeK55z91kcuQ3yt4uLi4OrqmqXISwUrt++/BfG+CxSP703+PipZv49Kar8Bfq+XtHPO910iIqLij0V0A2NnZwcAiImJ0dkeExMDBweHXLWNjo5GmTJlcjyGsbExjI2Ns2y3trbO9R+7CoUiz/P95fUx+m6vZWVlVaT7nd/H5KXf+TmGob5WAM+5oWQyxH7n5xiG+loBHzZNDuUsL+/VQMG87wLF63uTv4/0cwxDfa1Kar8Bfq/r6xiG+lrxfZeIiKj44ru8gfHw8AAAhISEiNuuXr2KzMxM1K5d+71tY2Nj8eDBgyxtC5p2ITV9Pkbf7fPDEPud38fo+xiG+lrllaH2Q999L6n9zs8xDPW1Iv3Jy3t1QSqp35uG2g9D7LuhvlZ5xX7r7zH8XtfvMYiIiKj4kglc/cSgqNVquLi4oGrVqjh27BgAYMaMGVi4cCHu3LmDSpUqiQv3AUD9+vURGxuLmzdvQqlUYu3atfDz88Px48fRvHnzXB2zpK4mz36XrH4DJbfv7HfJ6jdQsvteGHLzXv0uJfn8lNS+s98lq99Aye07+12y+k1ERFSScDoXA6NQKDBnzhwMHz4cAwcOhIuLC5YuXQo/Pz9UqlQJEydOxLp163Dt2jU4Ozvj22+/Rfv27dGlSxc0bNgQS5cuRbt27XJdQAde32Y+a9asbG81L87Y75LVb6Dk9p39Lln9Bkp23wvD+96r36ckn5+S2nf2u2T1Gyi5fWe/S1a/iYiIShKORDdQy5Ytw5IlS5CYmIiBAwfihx9+gLGxMb7++mv88ccfuHz5MsqWLQsA+PPPPzFz5ky8ePECnTp1wqpVq1CqVClpO0BERFTM5fReTURERERERMULi+hERERERERERERERDngwqJERERERERERERERDlgEZ2IiIiIiIiIiIiIKAcsohMRERERERERERER5YBFdCIiIiI9WLt2LcqXLw8rKyuMHj0a6enpObbds2cPqlWrBgsLC/Tp0wdxcXGFmLRg5bbfDx48gEwm0/ko6gujDx06FDKZ7L3titP51spN34vLOc/MzMSvv/4KLy8vmJmZoXLlytiwYcM7H1Mcznle+11czjcABAQEoEKFCjA1NUW1atWwfPlyvGtpseJwvomIiEgXi+iUL2lpafj000/h4uICKysrNGzYEGfPnpU6VqH45ZdfUKdOHahUKsyePVvqOHrx8uVLdOzYEebm5qhSpQoOHz4sdaRCUxLO79tK8s9z3759Ubp0aVhZWcHT0xP79u2TOlKhO3fuHORyOb799lupoxQr27Ztg5+fHxo3boxx48Zh3bp1mDhxYrZtz507h549e6JChQqYOnUqDh8+jIEDBxZy4oKRl35rDRw4ECtWrMCKFSuwePHiQkoqneJ0vvOrqJ/z69evY/To0ahZsya++eYblCpVCkOGDME///yTbfvics7z2m+ton6+ASAsLAzdunXD7NmzYWlpibFjx+LXX3/Ntm1xOd9ERET0FoEoHxITE4U5c+YIDx8+FNRqtfDHH38IdnZ2QlJSktTR9G7nzp3Cnj17hE8++USYNWuW1HH0olevXsKwYcOEpKQkYffu3UKpUqWEqKgoqWMVipJwft9Wkn+er1+/LqSlpQmCIAj//fefYGVlVWK+1wVBENRqtVC/fn2hQYMGwrx586SOU2xoNBqhUqVKQtOmTcVtc+bMERQKhfDgwYMs7T/++GOhUqVKQnp6uiAIgrB+/XoBgHDq1KlCy1wQ8trv+/fvCwCE33//vRBT6teQIUOE9/15XVzO99ty0/fics6vXLki/PXXX+LXycnJQrly5YSGDRtm2764nPO89ru4nO+3JSUlCaVLlxaaNGmS7f7icr6JiIhIF0eiU76Ym5vjm2++gaurK+RyOYYMGQKNRoM7d+5IHU3vunXrhs6dO8Pa2lrqKHqRmJiIXbt2Yfbs2TAzM0OXLl1Qu3Zt7N69W+pohaK4n9/slOSf55o1a8LIyAgAoFQqkZ6ejoiICIlTFZ5Vq1ahcePGqFatmtRRipXLly/j3r176NOnj7itR48eUKvV2LFjh07bly9f4sSJE+jRowdUKhUAoGvXrlAoFAgMDCzU3B8qL/0uqYrT+S7JPDw8dL7PTU1N8dFHH+HGjRtZ2hanc56XfhdnZmZmcHJyQkxMTJZ9xel8ExERkS4W0Yu4hIQETJ48GW3btoWDgwNkMlmOU1AkJiZi3LhxKFu2LExMTODl5YW//vqrQHLcunULKSkpcHNzK5Dnex9D6bchKOjX4s6dO7CwsICLi4u4zcPDwyD/g1RSvw/03e/C/nnOLX31e8CAATAxMYGPjw9atmwJDw8PPfYif/TR9+joaPz000+YNWuWntOXPMHBwQAAb29vcVutWrWgUqnEfVpXrlyBIAg6ba2trVGxYsUsbQ1dXvr9pri4OKjVar3nMwTF6Xx/iKJ+zrOb+z0mJga2trZZthenc56Xfr+pqJ/vN7169QorV67E1atX0alTpyz7i9P5JiIiIl0sohdx0dHRWL16NdLS0tCtW7d3tu3RowfWr1+PWbNm4d9//0W9evXQr18/bN68+YMyJCcnY9CgQZgxYwYsLCw+6LlyyxD6bSgK+rVITEyElZWVzuOsrKyQmJioj/gfpKR+H+iz31L8POeWvvr9559/IjExEQcPHkTbtm1ztShgYdNH36dOnYoJEyaUqLsuCktkZCQAZCks2djYiPve19bW1jZLW0OXl36/ady4cbCwsEDPnj3x5MkTvWaUWnE63x+iuJ3z58+f4/Tp06hfv36WfcX5nL+r328qLuc7MzMTNjY28Pf3h4+PD+bOnZulTXE+30RERCWdUuoA9GHKly+P2NhYyGQyREVFYe3atdm2279/Pw4fPozNmzejX79+AIAWLVrg4cOHmDRpEvr06QOFQgEAaNWqFc6cOZPt80yaNAnz5s0Tv87IyEDv3r1Ro0YNTJs2rYB7lzOp+21ICvq1sLCwQHx8vM5j4+PjDa6gCujn+6Ao0Fe/pfp5zi19nm+lUom2bdti+fLlqFy5Mnx9ffXen7wo6L5funQJly9fznFRNCoYgiBk2ZbTRZq8tDV0ue2Lra0tNm/eDJlMhv/9739Yt24dLl++jOvXr8Pc3LwwokqmOJ3vvCiu53z27NlIS0vDyJEjc2xTHM/5+/pd3M63XC6Hn58fDh8+jIsXLyIgIAATJkzItm1xPN9EREQlHUeiF3EymSxXf5Dt3LkTFhYW6NWrl872Tz/9FE+fPsV///0nbjt69ChSU1Oz/XizkKzRaDB48GAoFAr89ttvhfqHoZT9NjQF/VpUrlwZiYmJOiOFrl+/jpo1axZs8AKgj++DokAf/Zby5zm3CuN8q9VqhIeHf3DWglbQfT916hRCQ0Ph6OgIe3t7/PXXX1i4cCEGDx6sl/wljZ2dHQBkmS83JiYGDg4OuWobHR2dpa2hy0u/gdd3OfXr1w99+/bF6tWrsWjRIjx48KBYz59enM53fhTHc37u3DmsWbMGvr6+aNmyZZb9xfWcv6/fQPE733K5HKtXr8a1a9dQvnz5bC9EF9fzTURERCyilxjXr19H9erVoVTq3nzg6ekp7s+rESNG4NmzZ9i6dWuW5zUU+uh3ZmYmUlNToVardT43dLl9LSwsLNC1a1fMnj0bKSkp2LdvH0JCQtClS5dCz1xQ8vJ9UFTPb3by0u+i8POcW7nt9/Pnz7Fjxw4kJSUhMzMTgYGBOHbsGJo3b17omQtKbvv++eefIywsDCEhIeLPt7+/P3744YdCz1wcaefVDwkJEbddvXoVmZmZqF279nvbxsbG4sGDB1naGrq89Ds7bdu2BYBivbhvcTrfBaGon/Pk5GQMGTIE1tbWOd7ZUxzPeW76nZ2ifr61LCwsUL9+fTx9+jTLvuJ4vomIiOg1FtFLiOjo6GwX/dFui46OztPzPXz4EGvXrsV///0He3t7WFhYwMLCAqdOnSqQvAWloPsNAN9++y1MTU3xxx9/YP78+TA1NcXGjRs/OKu+5eW1WLlyJZ4+fQo7OzuMHz8eW7duhb29faFlLWh56XtRPb/ZyW2/i8rPc27l5Xz/+OOPKFu2LOzt7bF48WIEBgYW6f/k5rbvFhYWcHZ2Fj/MzMxgZWUljqCjD9OgQQOUKVMG27dvF7cFBgZCLpejR48eAF7f/QEAZcuWRb169bBr1y5kZmYCAHbs2AG1Wp3ljgJDl5d+A8gyddju3bsBvL4jqrgpjuc7t4rzOR83bhzCw8Oxfv16nQXZgeJ9znPTb6B4ne/jx4+Ln8fHx+PcuXOoUqWKuK04n28iIiJ6rWgPN6Q8eddUAHmduqF8+fLZzvVniAqy38Dr+R9nz579AYmkk9vXwsHBAfv37y+MSIUmt30vyuc3O7npd1H6ec6t3PTbycmpyF4oeJf8/M77448/9JSmZFIoFJgzZw6GDx+OgQMHwsXFBUuXLoWfnx8qVaqEiRMnYt26dbh27RqcnZ3x7bffon379ujSpQsaNmyIpUuXol27dkXuroi89rtChQro27cvKlSogAsXLuDvv/9G7dq10bVrV6m7UqCK6/nOjeJ8zrdu3Yo1a9bAw8MDDx8+xM8//wzg9d9QFy5cKLbnPC/9Lk7nu1u3brCzs0PVqlUREhKCZ8+e4ccffwRQsn/GiYiIShIW0UsIOzu7bEdda+fry27kYnFQUvudnZL8WpTUvrPfuop7v4GS3XdD4+fnh4SEBCxZsgSJiYn4/PPPxelyVCoVjI2NIZe/viGwbdu22LhxI2bOnIkTJ06gU6dOWLVqlZTx8y0v/R48eDD279+Px48fw8nJCWPGjMG8efOgUqmk7EKBK87n+32K6zm/ffs2/Pz8AADXrl3DF198Ie6rXbs22rdvXyzPeV77XVzON/B69P2ff/6Jo0ePwtXVFb/99ht69uwJoGT/jBMREZUoAhUbL1++FAAIs2bNyrLPz89PsLCwEDIyMnS2b9myRQAgnDlzppBSFryS2u/slOTXoqT2nf2elWVfce63IJTsvhMRERERERFJgXOilxDdu3dHYmIiduzYobN9/fr1KFu2LBo0aCBRMv0qqf3OTkl+LUpq39nvktVvoGT3nYiIiIiIiEhfOJ1LMfDvv/8iKSkJCQkJAIDQ0FBxUS9fX1+YmZmhQ4cOaNOmDUaNGoX4+Hi4u7tjy5YtOHDgADZt2gSFQiFlF/KlpPY7OyX5tSipfWe/S1a/gZLddyIiIiIiIiIpyQShmK0mVwJVqFABDx8+zHbf/fv3UaFCBQBAYmIipk+fjsDAQMTExKBatWqYOnUq+vbtW4hpC05J7Xd2SvJrUVL7zn5nVZz7DZTsvhMRERERERFJiUV0IiIiIiIiIiIiIqIccE50IiIiIiIiIiIiIqIcsIhORERERERERERERJQDFtGJiIiIiIiIiIiIiHLAIjoRERERERERERERUQ5YRCciIiIiIiIiIiIiygGL6EREREREREREREREOWARnYiIiIiIiIiIiIgoByyiExERERERERERERHlgEV0IiIiIiIiIiIiIqIcsIhORERERERERERERJQDFtGJiIiIiIiIiIiIiHLAIjoRERERERERERERUQ5YRCciIiIiIiIiIiIiygGL6EREREREREREREREOWARnYiIiIiIiIiIiIgoByyiFwG//PIL6tSpA5VKhdmzZ2fb5ty5c5DL5fj2228LNxwREVExxPdeIiIiIiIi0mIRvQgoU6YM5syZg27dumW7X6PRYNy4cahfv37hBiMiIiqm+N5LRESka+jQoZDJZFm237p1C82aNYOZmRkaNmyIGzdu6OxPT0/H+PHjYWNjg3LlyuGXX37J8hx79uxBtWrVYGFhgT59+iAuLk5n/7Nnz9CpUyeYm5vDw8MDJ0+eLNjOERERvQeL6EVAt27d0LlzZ1hbW2e7f9WqVWjcuDGqVft/7N11XFTZ+8DxzxCCgqCiLGKBsXbr2l2Aubay5rrm2mB3u9YarN2NsVjY3d1dmCgKSik58/vDH/frWKswcInn/XrxWubce899xlnmzjz3nOfkS+DIhBBCiORJrr1CCCHEf3vz5g01a9bEz8+PUaNGERoaipOTk14SvG/fvnh4eNC1a1dq165N9+7d2bRpk7L95MmTNGnSBAcHBwYPHszevXv57bfflO1RUVE4Oztz4cIFhg8fTvr06alXrx4PHz5M0OcqhBAiZZMkuoEFBwczYMAAateuTaZMmdBoNF+dBh4SEkKfPn2wt7fH3NycYsWKsW7duh86n7+/PzNnzmTkyJEGiF4IIYRIeuTaK4QQQqhj1qxZPH/+nO3btzNgwAC2bt3K8+fPmT17NgAPHjxg/vz5DBo0iIkTJ7J06VKqVavGoEGDlD6GDBlC9uzZ2bZtG0OHDuXvv/9m+/btHDt2DIDVq1dz+fJlVq1axaBBg9i+fTtGRkaMHz9elecshBAiZZIkuoH5+/uzYMECwsPDvzoFPEbjxo1Zvnw5I0eOZOfOnZQuXZpWrVqxZs2a7z7f4MGD6dev31dHygkhhBDJnVx7hRBCCHVs3LiRkiVLkjt3bgAcHR0pXrw4np6eAPz7779ER0fTokUL5ZjGjRtz7949Lly4wKtXrzh8+DCNGzfG1NQUgIYNG2JsbKz0sXHjRjJlykS1atUAsLKyombNmmzatAmtVpuQT1cIIUQKZqJ2AMlNjhw5ePPmDRqNhtevX7No0aIv7uft7c3evXtZs2YNrVq1AqBatWo8evQId3d3WrRogbGx8TfPdf78eS5cuMC8efN+KMbw8HDCw8OVx1qtloCAAGxsbL5Y404IIUTSotPpCA4Oxt7eHiOj5H+/PLFfe+W6K4QQyVtKu+7GCA8P5+bNm3Ts2FGvvXjx4ixdupSIiAguXryIqakpBQsW1NsOcPHiRQICAtDpdEobgLW1NY6Ojly8eFHZr1ixYnrXzOLFi7Np0yYePnxIrly5vhibXHuFECL5UuPaK0l0A/veC/K///6LpaUlzZo102vv0KEDrVu35vTp05QvX/6bfRw9epQbN25ga2sLfJiibmxszJ07d1ixYsVXj5s4cSKjR4/+rjiFEEIkXU+ePCFr1qxqhxHvEvu1V667QgiRMqSU624Mf39/oqOjyZAhg157hgwZiI6Oxt/fHz8/vy9uB/Dz8yN16tR6bR/v4+fnp+xXsWLFr/bxpSS6XHuFECJlSMhrryTRVXLt2jXy58+PiYn+S1CkSBFle8wX+aioKKKiooiOjiYqKoqwsDBMTU3p1KkTTZs2VY7t168fDg4ODBw48JvnjpmGHiMwMJDs2bPz5MkTrKysDPUUhRBCqCQoKIhs2bKRNm1atUNJVNS69sp1VwghkreUft3V6XRfbI+5yf1f27+2z39t/3Sfj8m1Vwghkjc1rr2SRFeJv78/OXPm/Kw95o66v7+/0jZu3Di9u+jjx49n6dKltG/fHktLS6U9TZo0WFlZYWNj881zm5mZYWZm9lm7lZWVfKAQQohkRKYr61Pr2ivXXSGESBlS2nU3ffr0aDQaAgIC9Nr9/f0xNjYmQ4YM2NjY8ObNm8+2A2TKlEm5fn6pj8yZMwNgY2Pzxe0xfXyJXHuFECJlSMhrb8op2JYIfeuF/njbqFGj0Ol0ej/t27f/7Jhly5YxbNiw+AhVCCGESBbk2iuEEEIYRurUqcmdOzeXLl3Sa79w4QL58uUjVapUFC5cmMjISK5fv663HaBo0aIULlwYQK+PN2/e4OPjQ9GiRQEoXLgwly9f1huNfuHCBaysrHB0dIynZyeEEELokyS6SmxsbPRGvMWIucP+aU04IYQQQsSNXHuFEEIIw2rUqBEXLlzgwYMHANy9e5dLly4p6480bNgQgA0bNijHeHp64ujoSMmSJbG3t6d06dJ4eXkRFRUFwKZNm4iOjlb6aNSoEa9eveLw4cPAhyT7vn37aNy4cYpayFUIIYS65IqjksKFC3Pz5k3lg0KMq1evAlCoUCE1whJCCCGSLbn2CiGEEIbVr18/0qdPT926dZk8eTL169fHzs6Onj17AlCwYEFat27NxIkTGTJkCK1bt+b48eNMmDBBmQE2btw47t+/T4MGDRgzZgz9+/enTp06VKlSBfiwAHju3LlxdXVl4sSJODk5odVqGTp0qGrPWwghRMojSXSV/Prrr4SEhLBp0ya99uXLl2Nvb0+ZMmVUikwIIYRInuTaK4QQQhiWnZ0de/bsIW3atIwcOZL06dOzZ88evdldCxcupG3btsyZM4fDhw/j4eFBy5Ytle21a9dm5cqV3Lp1i8mTJ+Pk5MS6deuU7alTp2b37t3ky5ePMWPG8O7dO3bs2EHu3LkT9LkKIYRI2WRh0Xiwc+dOQkNDCQ4OBuDGjRts3LgRABcXF9KkSYOzszO1atWiW7duBAUFkTt3btauXcuuXbtYtWoVxsbGaj4FIYQQIkmRa68QQggRv5YtW8ayZcs+ay9RogRnzpz56nFp0qRh4cKFLFy48Kv7uLq64urq+tXtOXPmZP/+/T8UrxBCCGFIGt3Hq3MIg3BwcODRo0df3Pbw4UMcHBwACAkJYejQoXh6ehIQEEC+fPkYPHiw3l35hBAUFIS1tTWBgYGyUrkQQiQDKfF9PSlde1Pi6yOEEMmZvK8nfvIaCSFE8qLG+7ok0YV8oBBCiGRG3tcTN3l9hBAieZH39cRPXiMhhEhe1Hhfl5roKZiHhwcFChSgdOnSaocihBBCJHty3RVCCCGEEEKIpElGogu5Ky+EEMmMvK8nbvL6CCFE8iLv64mfvEZCCJG8yEh0IYQQQnyRg4MDGo1Gqe0thBBCCCGEEEIkdefOncPFxQUrKytSp05NwYIF1Q7pi0zUDkAIIYQQQgghhBBCCCFEyrJjxw4aN25MRESE0nbjxg0VI/o6SaILIYQQQgghhBBCCCGESDDBwcG0bdtWSaBXr16dUqVK8fLlS5Uj+zJJogshhBBCCCGEEEIIIYRIMBs2bCAgIACAAQMGMHnyZJUj+japiS6EEEIIIYQQQgghhBAiwZw8eVL5vWPHjipG8n0kiS6EEEIIIYQQQgghhBAiwTx//lz53cHBQb1AvpMk0YUQQgghhBBCCCGEEEIkmHfv3im/m5mZqRjJ95EkuhBCCJFIvHnzhlGjRlGyZEmsra2xsLCgQIEC9OrVi+DgYLXDE0IIIZKds2fP4urqSrZs2TAzMyNTpkw4Ozvj5eWldmhCCCFEslS1alU0Gg2HDh1S2jQaDRqNhmXLlqkW13+RhUVTMA8PDzw8PIiOjlY7FCGESPEOHTpE06ZN8ff312u/efMmN2/eVCkqYUhy3RVCiMRl7NixjBw5Ep1Op7S9fv2aXbt2sWvXLjp06MCiRYswMpKxZ0mVXHuFEEIYikb38ScGkSIFBQVhbW1NYGAgVlZWaocjhBApzsWLF6lQoQLv378H4KeffqJevXrY29vz8uVL9uzZg4+PDwA5cuRQfv8aeV9P3OT1EUII9c2fP5+uXbsCkDp1aho2bEjOnDnx9/dn27ZtSp3W8ePHM2TIkG/2Je/riZ+8RkIIkXisXLmSR48esXjxYuW77dixYwFo0KABRYoU+c8+1HhflyS6kA8UQgihIp1OR4kSJbh06RIArVq1YtGiRaRJk0Zvnxw5cvDkyRNJoicD8voIIYS6AgMDyZ49O0FBQeTJk4eDBw+SJUsWZXtYWBh169blwIEDWFpa8uTJE9KlS/fV/uR9PfGT10gIIRKfqlWrcvjwYQB+ND2txvu6zEsTQgghVHT8+HElgV6kSBGWL1+ul0CHD/XhZCq5EEIIYRgbNmwgKCgI+FDu4+MEOoC5uTnDhw8HICQkhJ07dyZ4jEIIIYRIXKQmuhBCCKGigwcPKr/37NkTU1NTFaMRQgghkr8TJ04ov//5559oNJrP9omMjFR+v3TpEq1atUqQ2IQQQgiROEkSXQghhFBRTM1VgNKlS6sYiRBCCJEy+Pr6Kr/fuXPnP/cPCAiIz3CEEEIIkQRIEl0IIYRQ0cdlWiwsLFSMRAghhEgZPp719e7dO1KnTq1iNEIIIYRICqTAqhBCCKGizJkzK79/PDJOCEN6+vQphw8f5vHjx0rbixcv6Ny5M126dNHbd/ny5fz+++9s27ZNaYuMjGTevHmsWbOGqKgopf39+/d6j4UQIinIli2b8vvVq1dVjEQIIYQQSYWMRBdCCCFUVKFCBeX3bdu2UalSJRWjEUlddHQ058+f58GDB7Rs2VJp79WrF//++y8zZ86kV69eAISHh7Nw4UJSp07N/PnzlX2PHTvGkiVLyJkzJ/Xr1wfg7du3dOvWDYAWLVoo+44YMYKpU6cyZMgQxo8fr8TQtWtXMmXKxPDhw5URnq9fvyY6OpqMGTNibGwcv/8QQgjxDTVq1OCff/4BYNasWaxateqb+7979+6zRb+FEEJtbdq0wd/f/z/3mzt3Ljly5FAe79q1i1mzZv3ncTY2NqxcuTJOMQqRnMhIdCGESIbCwsK4ePGi3qKVABMnTsTZ2Zndu3crbc+ePaNevXq0bdtWb9+jR4+yYcMG7t+/nyAxp1RVqlQhT548AMyePZuTJ0+qHJFIyq5du0aZMmVo3749ERERSnu+fPnIkycP5ubmSlvGjBkZM2YM48aN0+ujSZMmjB8/nmrVqum1N2rUiLp16+olwGPqBKdNm1Zp8/f3Z9GiRUyaNEmvZMLkyZOxs7NjwIABSlt0dDStWrWid+/evHv3Tml/+vQpt2/fJjg4OLb/FEII8VX169cnS5YsAKxevZpx48ah1Wo/2+/27du0bNmStWvXJnSIQgjxn/z9/fHz8/vPn+joaL3jwsLCvuu470nQC5GSyEh0IYRI4q5du8a5c+coW7Ys+fLlA+Ds2bNUrlyZHDly4OPjo+x7+vRpdu3aRaNGjZS2gIAAduzYwU8//aTX79y5c1m7di1TpkzBzc0NgNDQULp160aVKlVo3769jCY1ACMjIzw8PHByciIsLIxq1arRvn17SpUqhZWVlVIz/eMEoxDw4W93zpw52NnZ0blzZwCKFClC4cKFcXBwICAgADs7OwAmTJjAhAkT9I63sLBg+PDhn/Xr5OSEk5OTXlumTJn4999/P9t3wYIFTJ48WS9ZbmpqytixYwkODsbE5H8fNUNDQ9FoNNja2ipt/v7+rFu3Do1Gw7Rp05T2v//+m2nTpuHm5saUKVMAiIqKokaNGmTIkIFVq1YpawhcunSJBw8eULBgQfLmzav0odPp0Gg0//GvKIRIiUxNTVmyZAlOTk7odDqGDx/O8uXLcXJyIkOGDPj7+3P69GnOnz+PTqejZs2aaocshBDf9PHnq099+p3N3Nz8m/vHsLGxiXNcQiQnkkRPwTw8PPDw8PjsrqQQInHS6XTcvn2bO3fu0KBBA6V9yJAhbNu2jb///ltJoufMmZNMmTLh6Oio10e3bt1o2LChXgkRe3t7Fi1apJfsgg8jVytUqECBAgWUtitXrrBy5Ur27t1Lx44dlfbw8HDMzMwM+nxTklq1arFixQp+//13wsPDmT9/vl55DZE8GPq6u2bNGkaOHImjoyOdOnXCyMgIjUbD5cuXEyx5bGxsTMaMGfXa0qdPz7Bhwz7b959//mHWrFl6NdTNzMyYPn36Zwl3jUaDlZUVmTJlUtr8/f05cuQIGo1Gb0T9ihUrmDFjBgMGDGDy5MkAREREYGlpSfr06blz5w7W1tYAeHl5sW/fPmrVqkXDhg2VPg4fPoy1tTUFCxbUuyEghEi+ateurVx7IyIiuHfvHnPmzPlsPxsbG/Lnz69ChEII8W0rVqxAq9ViZGT02eexb/nSgAkhxH/T6HQ6ndpBCHUFBQVhbW1NYGAgVlZWaocjhPh/0dHRvHv3TimT8ODBA3LlyoWpqSnBwcFK0nrGjBls27aNLl266NUqjg8+Pj4sXryY6OhovVGtVapUIVeuXMyYMUNJVokf9+jRI/7++292797No0ePvjj6/NPZBV8i7+uJm6Fen7CwMBo3bkzbtm1p1qxZspwZ8vFo8tDQUHbs2EFQUBCdOnVS9pkxYwYbNmygY8eOSrufnx8//fQTGo2GyMhI5d+mX79+X0y4x7yf+vv7kyFDBgCmTp3KnDlz+P333/VG7Pfr1w8LCwvc3d2V18/Hx4dnz56RLVs2smfPHs//KkIIQ7p79y6zZ89m//79PH36lLCwMDJkyEChQoWoX78+7dq1+8/PNnLdTfzkNRIidiZMmEBgYCDW1tYMGTJE7XBEMlO1alUOHz4MfPjc/yPUeF+XJLqQDxRCJELz5s1jyJAhtG/fnunTpwMfLioODg7kyJGDNWvWkDVrVpWj/MDHxwdHR0dMTU3Zt28flStXVjukFE/e1xO32L4+W7duxcvLi8WLF0uZkv8QHR3N8+fPCQwMpFChQkr77t27OXr0KJUrV6Z27doAvHnzhvLly/P27VuePn36WcLd3d2dv/76C9BPuAcEBJA+fXoAxowZw8iRI+nSpQvz5s1Tzmdra4uJiQlnzpxR3rN37dqFl5cXVapUoVWrVsq+R48excLCgoIFC8rMHiGSGLnuJn7yGgkROy4uLvj5+WFra4u3t7fa4QihUON9Xcq5CCGEyo4dO8aWLVtwc3NT6pJnyJCBN2/ecOrUKWU/jUbDw4cPlRrZiYWDgwPHjh3D19dXEuhCxJPHjx/TtGlTIiMjqV27Ni1btlQ7pETN2NiYbNmykS1bNr32OnXqUKdOHb229OnTc/Pmzc/6cHNzo3nz5no1Q6OjoxkyZAiBgYF6i6mmTZuWPHnyKAsVwoeE+6tXrwBIkyaN0n727Fnmz5+PTqfTS6I7OTnx7t077t27R65cuYD/lar59ddfGTFihLLv6tWrsbCwoEaNGnpxCCGEEEIIIeKHJNGFECKBxdSti9G7d28uXLhAgQIF6NChA/Ah0XPixAlKly6td2xiS6DH+LjGuhDC8LJnz86iRYs4duwYTZo0UTucFMHe3h57e3u9ttSpUzN+/PjP9u3bty99+/bVazMxMeHevXsEBQWRLl06pb1KlSqMHDmSkiVLKm1RUVHkzJkTf39/vZqmDx8+5NKlS5QpU0av786dO/Pu3Tvu37+vJNEXLFjA6NGjadGihTKDCWDatGmYmpri6uqqLBAWGhpKdHQ0adOmlVkNQgghRBK1efNm3r9/T+rUqWncuLHa4QiR7EkSXQghEsjLly/p2bMnly5d4tatW0pCvE2bNhQoUICff/5Z2dfa2ppy5cqpFWqsREREAJAqVSqVIxEieWrbti1t27ZVOwzxnYyMjJQR5R+rXLnyZ7N2TExMuHr16mf7tm/fnjJlymBnZ6e0RUVFUaNGDWVqdYznz5/z/Pnzz9ZSGD58OO/fv6d+/fpKEn3JkiX06tWL5s2bs379emXfzp07o9FoGDFihDKq3s/Pj5cvX5IlSxalXrwQQggh1Ldo0SLl84Ak0YWIf4lzSKMQQiQDwcHB3Lt3T3mcPn16du/ezd27dzl9+rTS3qdPH1auXJnkR3Nv3LgRKysr2rdvr3YoQiQbW7du/eICsyJlyJEjB05OThQrVkxpMzExYevWrZw6dQpLS0ulvWfPnpw/fx43NzelLTo6mnbt2tGsWTMyZcqktL99+xZAqekeY9WqVSxYsEC5KQrg6elJkSJF+OOPP/T27dq1Kz179uTZs2dKW0REBFqtNk7PWQghhBBCiMRIRqILIUQ82Lx5M66urpQpU4ZDhw4BH0ZoL1iwgJw5c1KqVCl1A4wHt2/fJjw8XK8msBAi9q5evUqjRo2wt7fn+vXrWFtbqx2SSMRsbGyUkeYxjI2NmTt37mf7Dh8+nP79+xMdHa20abVapk6dyqtXr5T1OeBDIj5jxox67+06nY5ly5YRHh5O//79lfbFixfTt29fOnTooHfe/fv3kzlzZvLkyYOpqalBnq8QQgiR1CxYsAAvL6//3K9EiRKMGzdOr61r1648fvxYr+3169eGDO+bXr9+jYuLC3Xq1KF3795625o0acL79+//s4/BgwdTqVIl5fHNmzf1PkfY2NiwcuVKwwUthIFJEl0IIeIoOjqaQ4cOkTlzZgoUKABAyZIlCQsL48WLF4SFhWFubg5AixYt1Aw1Xo0ePZratWuTI0cOtUMRIll48uQJOXLkoHTp0pJAFwb38WKn8KH8TPfu3T/br3fv3vTu3RudTqe0RUdHM3XqVJ49e6ZXN/7hw4eEh4djZmamtGm1WurWrUt4eLjeoqknT57k3LlzlC9fXq8+vBBCCJFchYSE4Ofn95/7xcwY+1hAQMB3HRtftFotfn5+BAUFfbbt1atX3zVzMjw8XO9xZGSk3nPy8/PDxcXls+M2btyo97ll9erVrF69+j/Ply9fPr11YoSIK0miCyFEHPXr149Zs2bRuXNn5s+fD3yYgn/79m3y5MmTohZtS+olaYRITFxcXLh37x7BwcFqhyKE3rXMxMSEP//887N9xo8fT/fu3TEx+d9XjMDAQAoWLMijR4/0brJ6eXnx119/8eeffypJdJ1OR9u2bXFwcGDAgAHKoqlCCCFEcmBpaam3nsnXfLwgeYwMGTIQEhLyxf0/nYlmSJ/2bWVl9dk+mTJl+q6R6B/fZAcwNTXF1tb2s0T6pz6+kQ8fFkj/nhsKH8+sE8IQJImegnl4eODh4aE3lVcI8W1hYWFs2LCB2rVrKxflX3/9lRUrVnz2YefjhUKTq/DwcMaOHYu7u7uMlBXiP8TmumtsbPzFL1JCJEampqY4ODjotaVPn57z58+j0+n0EvGFChWiUaNGejdfnz9/zqpVqzA2Nmb48OFK+7Rp09i5cyedOnWiZcuWwIcv1DqdTlmkWwghvkS+8wo1ubi4KAt/ent707lzZzp37hyrvubNm2fg6L7P95RX2bRpU6z6zp8/P97e3rRp0wZ/f/+v7vfpoDQLC4vvuhnx8dov/fr1482bN6RPn15Gp4tY0+g+vaUjUpygoCCsra0JDAz84l1FIcT/1K5dm7179/LXX3/h7u4OfJjaFhERoZRsSUk6d+7MwoULKVWqFKdPn5ZkRiIh7+uJ2/e8PoGBgXJjSqQ4/v7+LFu2jICAAMaPH6+0N23alE2bNjFjxgz69OkDfBip5ujoSP78+Tl16pQy+v3NmzekTZtWbzS8EPFNrruJn7xGQg2fJtGFeuS1SH7UeF+XbIcQQnyFVqvF29ubqKgopa1Zs2Zkz55d7662kZFRikygA/z5559ky5aNiRMnSgJdCAOqWLEijo6OXLx4Ue1QhEgwNjY29O/fXy+BDh8WQl26dClOTk5K261bt3j37h0BAQF6CfPu3btjYWHBokWLlLaIiAgeP3782XRwIYQQQgghvpdkPJKIuXPnUqJECUxNTRk1apTetpYtW/LTTz9hZWVFkSJF2L59uzpBCpGM6HQ6KlasSN26dfX+ptq3b8+DBw/o1KmTitElHkWKFOHOnTvUrFlT7VCEMCg1r7sRERHcunULHx+feK1xKURSUbRoUdq3b0++fPmUtvLly3P79u3PFhZ78OABERER2NnZKW0XL14kR44c5M+fX29fX19fvRvlQgghhBBCfI0k0ZOIzJkzM3r0aBo1avTZtuHDh/PkyROCgoJYtGgRrq6u36wnJYT4sjdv3ii/azQaqlSpQrp06fT+nkxNTTE2NlYjvEQhMjKSPn36cOvWLaUtpY7CF8mbmtddU1NTXrx4wenTp8mWLZvB+hUiOTExMeHnn3+mXLlyeu0nT57kwYMHVK1aVWl79OgRJiYmn9Vrb9SoEWnTpmX37t1KW3h4OJGRkfEZuhBCCCGESIIkiZ5ENGrUiPr163+xPmrBggVJlSoV8OELRUREBM+ePUvoEIVIsrRaLT169MDe3p7r168r7QMHDuTJkyf8/vvvKkaXuAwbNoyZM2dSu3bt71qBXYikSs3rrkajwcbGhl9++eWzhZSEEN9mZGSEo6MjlpaWSlvz5s0JDQ1l+fLlSptWq+XRo0eEhYXh6OiotG/evBkrK6vPZpzJooRCCCGEECmbJNHjQXBwMAMGDKB27dpkypQJjUbz2VTwGCEhIfTp0wd7e3vMzc0pVqwY69at++Fzurq6Ym5uTsmSJalevTqFCxeO47MQIuUwMjLC19eXsLAwtm7dqrSnS5dO70u4gAEDBlCqVCn++ecfUqdOrXY4QgBy3RVC/LdUqVLx008/KY+NjIx4/vw5d+7cIXfu3Er7pUuXCAsL07vG6XQ6smbNSrFixXj8+LHSLol1IYQQQoiUQ5Lo8cDf358FCxYQHh7+xWngH2vcuDHLly9n5MiR7Ny5k9KlS9OqVSvWrFnzQ+dcvXo1ISEh7N69m9q1a8vINSG+4dSpU7i6uhIUFKS0jRkzhsOHDzNo0CAVI0ucQkJClN9tbGw4ffo09erVUzEiIfQlt+vutWvXmD59ut5NPSGE4RkZGZEnTx69hbEnTpzInTt36Nevn9L25MkTXrx4wfXr17G1tVXax44di52dHVOnTtXrNyAgIP6DF0IIIYQQCcrkv3cRPypHjhy8efMGjUbD69evWbRo0Rf38/b2Zu/evaxZs4ZWrVoBUK1aNR49eoS7uzstWrT4odrLJiYm1K5dm1mzZpEnTx5cXFwM8nyESE50Oh0dO3bk5s2bFCxYkCFDhgBQqFAhlSNLnA4cOEDLli1Zvnw5zs7OAHrJBiESg+R23T116hT9+/enfv36NGjQwCB9CiG+T0xi/WPZsmXDx8eHu3fv6q0DcuXKFV6+fKn3vvH69WsyZcpEpkyZePr0qVL66e7duwA4OjpiYiJfwYQQQgghkhrJhMQDjUbzXSPS/v33XywtLWnWrJlee4cOHXj+/DmnT5+O1fmjo6O5d+/eV7eHh4cTFBSk9yNEcnb27Fl0Oh3w4e9z2LBhdOjQgcaNG6scWeK3fv16Xr16xYwZM5R/QyESm+R23c2TJw+urq5UqlQpVvEIIQxLo9GQI0cOatasqde+YsUKTp8+TfPmzZW2mPeCNGnSKAl0gJEjR/Lzzz8zffp0pS00NJT169dz7do1ucYKIYQQQiRyMgxCRdeuXSN//vyfjUYpUqSIsr18+fIAREVFERUVRXR0NFFRUYSFhWFqasqrV684fvw4Tk5OmJmZsXnzZg4ePMikSZO+et6JEycyevTo+HtiQiQiv/76K15eXmzZskUZ0dm6dWtat26tcmRJw+zZs3FwcKBv375SJkokeUnlululShWqVKkSi2cohEhIlpaW/PLLL3ptZcuWJSQkhJcvX362f+rUqcmXL5/y+Nq1a7Rs2RI7Ozt8fX2V9oMHD2JmZkbx4sVl/REhhEjCxo4dS0REhN5NVaEOV1dXQkNDsbCwUDsUkYRJEl1F/v7+5MyZ87P2DBkyKNtjjBs3Tu8L+Pjx41m6dClOTk78/fffdOzYEY1GQ548efD09KRo0aJfPe/gwYP16jwGBQWRLVs2QzwlIRKdfPnyYWpqys2bN6Uswnd49eoVa9asoVevXmg0GlKlSsXgwYPVDksIg0jK110fHx/Onz/Py5cvCQ0NJW3atGTIkAE7OzsKFChAxowZf6g/IUT8sbCw+Oy9Zs2aNWi1WrRardIWFRVF2bJlyZIli96+gwYN4syZM3qlp4KCgvD398fBwUFuagshRBJRsmRJtUMQ/8/V1VXtEEQyIEl0lX3rQ/DH20aNGsWoUaO+uN/Ro0d/6JxmZmaYmZn90DFCJAUnT55k/PjxzJgxQ6ln6ubmRvfu3eVG0XcICwujbNmyPHjwADMzM7p27ap2SEIYXFK87q5YsYJ27dp9dfvff/9N7969AXj06BHr16+naNGiFCtWjJ9++inW5xVCGJaRkZHeuiIVKlTg5MmTn+2XI0cOHj16pDfKfceOHbRu3RonJyd27tyZIPEKIYQQQoj/kSS6imxsbPRGvcUICAgA/jcyTgjx33Q6HSNGjGDfvn2kT5+elStXAh/+zmxsbFSOLmkwNzenc+fOLFq0SEpJiGQpqVx39+/fT+vWrcmfPz+HDh3il19+QaPRUKpUKbJkyULatGmVUam+vr565SFOnDjBwIEDlcdZsmShZMmSlCpVil9++YVy5cphZWWlxtMSQnwnT0/Pz2qkP336FBMTE72/d51OR8WKFSlYsCDjxo3D1tY2oUMVQgghkox3797RtGnT79p32rRp5M+fX3l89OhRJk6c+J/H2djYKLkIkfxIEl1FhQsXZu3atURFRenVZ7169SoAhQoVUis0IZKEhw8fYmtri4WFBRqNhpkzZzJt2jQpP/IVkZGR3L9/n7t37/L48WOePHnCy5cvCQgIYP369ZibmzNgwADs7e1ZunQpuXPnJm/evJQqVUpqx4lkIalcdwMDA/Hz81OS+nnz5uXFixfflSDLnDkzzZs359KlS9y9e5dnz57x7Nkztm7dCsCGDRuULw9v3rxBo9GQLl26eHsuQojY+XTWjLu7Oz169ODdu3dK261btzhx4gTnz59n5syZSvupU6cAKF26NMbGxgkTsBBCiM+cP39eqYluiNIubdq0+eKAEENKzklgnU6Hn5/fd+0bGRmp9zg8PPy7jxXJlyTRVfTrr7+ycOFCNm3aRIsWLZT25cuXY29vT5kyZVSMTojEbejQofz111+MGzdOGXVZoEABFi9erHJkicOni6Z0796dhQsXEhUV9cX9/f39yZIlCxqNhhMnTjBv3jxlm4mJCZUrV6Zt27a0aNECc3PzeI9fiPiQFK67Op2O+fPnA9CsWTPgQzLte0eYVq1alapVqwIQEhLCpUuXOHfuHGfPnuX06dOUK1dO2Xf+/PkMGzaMypUr06RJE5o0aYKdnZ1hn5AQwmDSpElDmjRplMcODg5s376dR48e6S1AOmbMGHbu3Mn06dPp27evGqEKIYQAhg8fjp+fH7a2tnh7e8e5P39/f0nkxsGPfKY2NTXVe2xmZvbNY2NeF1kQPHmTJHo82blzJ6GhoQQHBwNw48YNNm7cCICLiwtp0qTB2dmZWrVq0a1bN4KCgsidOzdr165l165drFq1SkaOCPENefPmJSoqiosXL6odSqLw9OlTDh8+zPHjxzl+/DjXrl3j+fPnSj3kDBkyEBUVhYWFBXny5MHBwQELCws8PT0xMTHh6dOnysJmzs7OpEqVinv37nHlyhWePn3KgQMHOHDgACNGjODYsWNSY14kOsnluvvvv/+yZ88eTE1N9RL9sWFpaUnFihWpWLHiF7ffuHGD6OhoDh48yMGDB+nVqxc1atSgTZs2/Prrr1haWsbp/EKI+JU6dWrq1q37WXumTJmwtramZs2aStuBAwfo168frVu3ZsCAAQkZphBCCAMzMjIy+KLyr1+/RqvV8vr1a1xcXAzadwy1R7mnSZMm1jczKlWqRKVKlQwckUhqNLpPC+4Jg3BwcODRo0df3Pbw4UMcHByAD6PEhg4diqenJwEBAeTLl4/BgwfTsmXLBIs1KCgIa2trAgMDpU6qSJR0Oh3r16/H3t6eypUrK20XLlxI0Suenzp1iiVLlnDw4EHu3bv32fadO3fi5OQEwIsXL4iMjCRLlix6i5rt2LGDvHnzkjt37i+eQ6fTcf/+fTw9Pfnnn3/Inz8/e/bs+ebijEJ9KfF9PTlcd3U6HaVKleLChQsMGTKE8ePHx3ss9+/fx8vLC09PT86cOaO029jY8Pz5c1KlShXvMQghDC8qKgpjY2Plej1gwACmTJlC27ZtWb58ubLfqlWrKF26ND///LNc2+MgJV53kxp5jYQaXFxcDDoS3dD9fanv+BQfcYuUS433dUmiC/lAIRK96dOn079/f4oVK8b58+f1ksAphU6n49KlS9jb2yujy5cuXUrHjh2BD6MRSpQoQaVKlahQoQLly5cnc+bMen28ffuWP//8k5EjR5InT54fjuHdu3cEBwcr5xeJl7yvJ25fe33Onj3LL7/8QurUqRk/fjympqa0b98+wUaE379/n9WrV7Nq1SqKFy/O+vXrlW29evWiRIkSODs7y3uAEEnQq1ev2Lt3Lw4ODpQvXx6Aly9fKiWc/Pz8yJQpEwBarTZFftaKC7nuJn7yGgk1JKUkenzWW48Z5S5JdGFIaryvSzkXIUSi17ZtW6ZPn07jxo2JiopKMSMjtVotJ06cYOPGjWzatImnT58yY8YM+vTpA0CtWrXo06cPNWrUoFKlSlhbW3+zv549e7J69Wru3r3LqVOnfnjE2ae1WN+/fy8134QwoHXr1gHQsGFDhg4dyvv376lXr16CJdFz5crFiBEjGD58OCEhIUr77du3mT17tvK4dOnSuLi40KhRI4oWLSqjV4VIAjJlykTr1q312vz9/alevTrv379XEugAHTt25M6dO4wZM0avJIwQQoj/9nEy+ty5c4SHh/P48WODlEh5/fp1nPv4mvgss5IQo9yFSAiSRE/BPDw88PDwIDo6Wu1QhFBERUUxb948nj59yqRJkwDImDEj9+/fx8zMTOXo4p9Op+Ps2bOsXbsWT09Pnj9/rmxLkyYNb9++VR5nzZqVGTNmfHffkyZN4u7du3h4eMQp6XX69GnatWtHpkyZOHr0aKz7ESKl+a/r7q5duwBo0qQJWq0WExMTVd73NBoNadOmVR5bWloyfPhwduzYwYULFzh79ixnz55l9OjR5MmTh7Fjx8a5frsQIuEVKFCA/fv3o9VqlTadTseuXbt4+fKl3joRjx494syZM9SpU0dG8YokRb7zioT28eKf4eHhREVFAUgS2UAWLFiAl5cXANOmTSN//vzKtnv37tGrVy8A6tWrR/fu3fWO7dq1K48fPyZ16tRs2rTJoHHNnDmToKAgrKys6N27t0H7FomHJNFTsB49etCjRw9lCoQQicGlS5fo2bMnGo2GFi1aULx4cYAUkUCHDyVXKlWqREREBADW1tbUr1+fZs2aUbt2bczNzb+7r+DgYI4fP67URc+SJQsnT56M86jRJ0+ecPv2bTJkyBCnfoRIab513Q0PD1d+r1KlCk2bNk3o8L4qS5YsjBkzhjFjxuDr68vOnTvZtm0bu3bt4u7du3ozUqQMhBBJz8d/sxqNhrNnz7Jnzx4qVKigtK9fv56BAwfi7OwsU/FFkiLfeYVajIyMlO+wZmZm2NraGqxvGxsbg/WVkAyxaOnDhw+VgWZ//PGHcmPXxsaGoUOHKjcrgoODPzs2ICAAPz8/vdnVhrJ7926l1I4k0ZMvSaILIVSn0+mUxG6pUqXo3r07BQsWpHDhwipHFr/Cw8P5999/OXPmDNOnTwcgffr0tGjRgsjISFq1akWdOnVidQPh9evXVKhQgQcPHnD06FHKli0LYJCyCzdu3AD46mKkQogfZ2ZmxvXr13n+/LleWYXEJnPmzHTs2JGOHTsSHBzMjh079L4MTZw4kaNHjzJy5EjKlSunYqRCiNjKli0bv//+u16btbU1efPmpV69ekpbWFgYjRs3pn79+vz+++8pptyeEEJ8j4wZM5IxY8Z4q2GeFGm12h8ake/j40NUVBQmJiY4ODgAH9bpivHmzRvCwsKUxyYmJsrNio9nVcbIkCEDISEhUpJUxJok0YUQqtHpdKxatYoZM2Zw8OBBZXSIh4eHypHFr9u3b7Nw4UKWLVum1Mvr2rUrP//8MwArVqyI8zlsbGwoWrQooaGhce7rY1qtVlls8OMRakIIw7C3t1c7hO+WNm1aWrZsqTyOiopizpw5vHjxgt27d1OzZk0GDBhAzZo1pW66EElcly5d6NKli15JjN27d7Nz506uXr1Kly5dVIxOCCGE2mIGVeTLl08ZIBbjxYsXPH36FIBChQrpza4ODAzk7t27wIfBGlmyZFG2PX/+nMjISIyMjJTk+Kcj+mMWLYUPg7y+dbNi3rx5sX16QgCSRBdCqCgiIoKxY8dy9+5dZs6cyYgRI9QOKd5ERUWxdetW5s6dy759+5T2rFmz0qFDB4NMLw0NDcXMzAwTExM0Gg0LFy4kMjKSjBkzxrnvGJs2beLGjRtYWVnpJc+EEIbVvHlzjh49yrx582jYsKHa4XwXExMTjh8/zoQJE1i+fDn79u1j37595M2bl99++43mzZsrNwuFEEnTx3XSS5cuzZQpU0iTJo1eSZhatWpRqFAhBg4ciJ2dnRphCiGESGAxI8x/+umnz7bVrVuXnTt3ArB8+XKyZcumbDt58iQ9e/YEoHPnznTu3FnZ9vz5c9q2bUuqVKm+mhyP7aKlnp6ehIaGYmFhQfPmzX/4eJEySRJdCJGgIiIiMDU1RaPRYGZmxrx58zh9+jT9+/dXO7R4tWHDBlq3bg18KKlSt25dunTpgrOzs94X0ti6ceMGzZo1o169ekyePBnA4HUfg4KCcHNzA6BPnz5SV1IIA2rXrh2PHj1i7NixVKpUieDgYF68eKG3mHBSkDNnThYtWsSwYcOYMWMGixcv5vbt2wwfPpzw8HDGjh0LwMuXL/Hy8iJfvnwUKlQoydb2FCIls7e3Vz4XxLhy5Qr79u3jyJEjDBkyRKXIhBAicUhJJVxiRoinT5/+s21p06ZVtn/63TdVqlTKNgsLC71t9vb2ZMyYEVNTU4PHu2zZMqXUjiTRxfeSJLoQIsEcOXKETp06MWHCBGXRvOrVq1O9enWVIzO8a9eu4evrS61atQBo3LgxBQsWpEGDBnTu3Fmp6WYot27d4saNG7x9+5bBgweTLl06g/YPsGTJEh4/foyDgwMDBw40eP9CpGRXrlzh0qVLBAUFATBz5kzCwsLInj27ypHFjoODAzNnzmTcuHFs3LiRTZs2Ua1aNWX76dOn6dq1q/I4R44cFC9enIoVK1KzZk2KFCkiJWCESIIKFizIjh07uHPnjt76DkOHDiVjxoz8/vvvyiJwQgghko9v3TAYMGAAAwYM+OK2kiVLfvPYdevWxTm27/X69Wvatm0LQMWKFT+7GTxw4ECuXr0KgJeXl95aIK9eveLu3bs8fvyYXbt24eTklGBxi4QjSXQhRILx9vbm7t27TJs2TUmiJyc6nY79+/czbdo0du3aRa5cubhz546yMvvVq1fjLSnUuHFj5s2bR6NGjeIlgQ7Qu3dvUqVKRdGiReNlRXMhUrKYOpEx01szZMjAo0ePePz4MVqtlgwZMqgZXqylTZuWDh060KFDB712CwsLnJ2duXnzJj4+Pjx69IhHjx7h5eUFwIIFC/jjjz9UiFgIERfGxsa4uLjoLTj84sULpk6dSkREBOXKlVMWOxdCCCHUMmLECCIiIvQS4R8vfBoYGPjZMW/evPlq6RitVktUVBSA3mKnInmRJLoQIl5FRkYq069GjRqFqanpZ1N/k7qoqCg8PT2ZMmUKly5dAsDIyIhixYoRFBSkJLUNmUC/f/8+w4YNY+HChVhaWgLE+6JeGo2G7t27x+s5hEiJoqKilEWGHz16RJs2bbhy5YrePvb29lSoUAFnZ2caNGiQ5Muf1KhRgxo1agAfSkVduHCBc+fOcfDgQY4cOYKzs7Oy77Zt27h79y4dOnT44hRhIUTiZm1tzezZszlx4oReAv3QoUP8/PPPSWpBZSGEEPq2bdvG+/fvSZ06NfXr11c7nO/2pRu6Hy9g+qXSpenTp/9sYdOPjzUxMcHMzExv4VSRvGh0Op1O7SCEuoKCgrC2tiYwMFCmVwqDefXqFb179yYiIoINGzYk22n5O3bs4M8//8THxweANGnS0LFjR/r27UvOnDnj5ZxarZbChQtz48YNunfvjoeHR7ycB+DmzZuMGzeOefPmkTZt2ng7jzAseV9P3D59ffz8/JRFmIyMjNBqtcCHD+8ajeazuuimpqY0a9aMYcOGkT9//oQOP959OiqoZs2a7N+/H3Nzc1xdXXFzcyNfvnwqRiiEiKvw8HBy5syJv78/e/fupVKlSmqHFCdy3U385DUSCSVmoUtbW1saNWpESEgIlpaWegtmJicfP181asCrff7EFkdKosb7uoxET8E8PDzw8PAgOjpa7VBEMhQQEMCGDRvQ6XRcvnyZYsWKqR1SvEibNi0+Pj5kzJiR3r17061bt3gfIWpkZMSCBQsYOnQogwcP/q5jtFotjx8/5uHDh/j4+PDixQt8fX0JCAjg3bt3hIWFEXNP1dzcHAsLC0xMTPj3338JCgoiODiYTZs2xcuiLkKkFF+77n6cJNdqtdSuXZuff/6ZOXPm0LdvX0aPHs2lS5fYt28fW7Zs4fLly6xZswZPT09le+rUqRP42cSfjxPoAC1btsTPz4+rV6+yePFilixZQosWLRgxYkSyvIkgRErg5+eHo6MjxsbG/PLLL2qHI4QQ8cLLy0tJrCbXJLr4oGLFigQGBmJtbU1ERITS/unnWpG0yUh0IXflhcGEhYXpTV2aNWsW5cuXp1SpUipGZTihoaH8888/REZG6i0y4unpSf369eM1ieXn58fTp08pUaKE0qbT6b44wj8yMpLLly9z9uxZzp07x+XLl7lx4wbv37+PUwzm5uaUK1eO1q1b4+rqmqySdsmNvK8nbp++PmfPnlWSSL/88gvHjx/H09OTtWvX4uzs/FkZpfPnzzN69Gi2bdsGfFjIb+3atRQuXDjBn0tC0el0nDhxgilTprBlyxbgww3FkSNHMmLECJWjE0LEhk6n48WLF2TOnFlpa926NeXKlaNr165J6sa9XHcTP3mNREL5eEQykOxHJx84cEDJA1SvXj3Bz58YR4AnxpiSIxmJLoRIkrRaLXPnzmXcuHGcPXuWrFmzAtCrVy+VIzOMsLAw5s2bx6RJk3j58iUWFhZ06dJFGXHevHnzeD3/jRs3qF27NlqtlgsXLmBnZwf8r8Z6VFQUp0+fZv/+/Rw+fJhTp07x7t27z/pJlSoVDg4OODo6YmdnR+bMmbGxscHCwoLUqVMr/b148YLp06fj5+eHpaUlhQoV4vbt27x584aDBw9y8OBBRo0axfr166lQoUK8PnchUoLo6GiljEvr1q0xMTGhdevWtG7d+ov7lyxZkq1bt7Jt2zb++OMPrl+/TunSpZkyZQo9evTAyMgogZ9B/NNoNFSoUIEKFSpw6dIlRo0axZYtW6SsixBJmEaj0UugHzp0iLVr17Jx40bq1auHo6OjitEJIYT4HmokzoVQiyTRhRBxFh0dzfLly3nx4gULFixgzJgxaodkEFFRUSxbtoxRo0bx7NkzABwdHRk+fPgXFxqJL9mzZyddunRER0cTHByMnZ0dL168YPv27ezYsYP9+/cTHBysd0y6dOkoU6YMpUqVonjx4hQuXJicOXNiYvLtt/3nz59To0YN/Pz8yJo1K4cPHyZnzpxotVru3LnD1q1b8fDw4PHjx9SoUYNTp04l21I9QiQUExMTtFot5ubmdO3a9buPq1+/PleuXKFDhw54e3vTq1cvNm7cyNy5cylQoEA8RqyuYsWK4eXlxfnz5ylevLjSvmXLFqytralatap6wQkhYq1ChQrMmzeP169f6yXQg4ODZV0WIYQQSUbhwoV58+YN6dOnVzsUYWCSRBdCxErMyEmNRoOpqSmrV69mz549dOvWTe3QDOLs2bO0bduWW7duAZAtWzaGDx9O+/btE2R6cXR0NMbGxgBYWlqyY8cOgoKC8PLyYvPmzZw+fZqPq3FlyJCBGjVqUK1aNSpXrkz+/PljNRq1VatW3Lp1i2zZsnHw4EFlcVQjIyPy5ctHvnz56NGjB7/++it79+5l0KBB7Nq1yzBPWogU6sSJE8CHkTxmZmY/dKytrS3bt2/Hw8ODgQMHcuTIEYoUKUK3bt0YMWIEmTJlio+QE4WSJUsqvwcEBNCpUydev35Nly5d+Ouvv2S6vhBJjKmpKV26dNFre/LkCUWLFqVHjx4MHz5cassKIYRI9CZPnqx2CCKeJL/5vt8QFRXFunXraNOmDaVLl8bZ2VnZtnDhQlq3bs3YsWNVjFCIpOH27dtUrFiRhQsXKm158uRJVmUEbG1tefjwITY2NkyfPp07d+7wxx9/JEgC/fHjx5QrV44NGzbw7Nkzpk+fTpMmTShSpAgDBgzg1KlT6HQ6SpUqxZgxYzh79ix+fn54enrSrVs3ChYsGOvXYc6cORQvXpzDhw+TK1euL+5jYWGhfDA4d+5crJ+nEOKD06dPA1CmTBmlbcOGDeTOnZuOHTv+5/EajYY///yT69ev07BhQ6Kjo5kzZw65cuVi3LhxhIaGxlvsiYWxsTFNmjQBYP78+RQqVIgDBw6oHJUQIq5Wr16tlJP7r9l0Qj2hoaEMGDAABwcHrK2tqVWrFpcuXVK237p1i8qVK5MmTRrKli3L9evX9Y6PiIigb9++pE+fnixZsjB37tzPzrF161by5cuHpaUlLVq0IDAwML6flhDiO7x7947Q0NAvlhNNSdq0aYOLiwtt2rRROxQRj1LMJ5EbN27QrFkzZVSpTqfTq6NZvXp1unXrhk6no06dOrJKvBDfsG/fPk6dOsWjR49o06ZNslhg0sfHh+3bt/Pnn38CkCNHDry8vChXrlyClm4BmDdvnjISPiwsTGk3MjKiatWqNG3alAYNGpAlSxaDnO/9+/fKa1i4cGHOnTv3n0n4mO1RUVEGiUGIlOzkyZPAh88qMd69e8f9+/fJkyfPd/fj4OCAl5cXBw4cwM3NjYsXLzJ8+HD++ecfxo8fT7t27ZLNjc5PWVtbM2/ePFq0aEGnTp148OABNWrUwN3dnfHjxyepBQqFEP8zcOBA8uTJQ758+ZT3L61WS1hYGGnSpFE5OhHD1dWVHTt28Mcff5AlSxYWLlxIlSpVuHjxIunTp6dmzZpYWloyatQoVq5ciZOTE9euXVM+Y/ft25eFCxfSv39/Xrx4Qffu3bG1tVVujp48eZImTZpQo0YN2rRpw7Rp0/jtt9+UBbaFEOpp2rSpLKIJ+Pv74+fnp3YYIp6liCS6r68v1apV49WrV1haWlKpUiV27typt0+uXLmoVasWu3fvZtGiRZJEF+ITOp1OWXiyW7duPH78mD///DPJJ9DfvXvHlClTmDRpEmFhYZQqVYqyZcsC4OTklGBx6HQ6Tp8+zeLFi1m3bh2AkkCvUKECrVu3plmzZgYvzXDo0CFatmyJp6cnlStXBviuJNv27dsBKF26tEHjESIlev78OQAhISFKW926dTl16lSs6gBXr16dc+fOsX79eoYOHcrDhw/p2LEjCxcuZPHixeTPn99gsSc21apV4/Lly/Tv358FCxYwZcoUjh49yr59+7CwsFA7PCHED9JoNEoiNcY///zD7NmzWb16NaVKlVIpMhHDx8eHLVu24O7uzl9//QVAgwYNKFKkCCtWrECj0fD8+XPu3LlD7ty5adasGblz52b27NkMGzaMBw8eMH/+fIYMGaKsq/To0SMGDRqkvPZDhgwhe/bsbNu2DVNTU7Jly0a7du04duwYFStWVO25C5HU9OzZk/v372NiYsLWrVv1tm3evJlFixYBMHjwYCpVqqRsCwwMpFWrVsCHmZMjR45UtllbW2NkZIRWq02AZ/B1r1+/xsXFJV76trGxYeXKlfHSt0hakudwpE+MHTuWV69eYWtry5UrV9ixY8cX96tRowYAR44cScjwhEjUtFots2fPpm7dukRHRwMfkqyTJ08mW7ZsKkcXezqdDk9PT/Lly8eoUaMICwujWrVqCV5DNzAwkGnTppElSxbKlSvHokWLCAkJIWfOnIwaNYr79+9z7NgxunfvbvAEuqenJ3Xq1OHly5dMnTr1h2L++++/AWjbtq1BYxIipQkMDCQ8PBwAOzs7pT1jxoyUKVMm1guEGhkZ0apVK27evMlff/2FpaUlJ0+epESJEsydO1dvTYXkxtLSkvnz57N582bSpUtH4cKFJYEuRDIRFRXF7NmzuXPnjnxnSyT8/f0B9D6nZs6cGYA3b96wceNGSpYsSe7cuQFwdHSkePHieHp6AvDvv/8SHR1NixYtlOMbN27MvXv3uHDhAq9eveLw4cM0btxYmVXUsGFDjI2NlT6EEN8nICAAPz8/Xr169dm29+/f4+fnh5+fn/LZNIZWq1W2fVpKadq0aTg4OMRn2N/l4xgN/RPzPve9JkyYwMCBA5kwYUI8PVuhlhQxEt3b21upF/qtP+7s2bMD8OzZswSKTIjEz9fXl6FDhxIcHMyaNWuSRY2v27dv06tXL/bs2QN8KN0yZcoUmjZtqoy2j2+XL19m9uzZrFmzhvfv3wNgYmJC69at6dixI5UqVYq3sgs6nY4ZM2bQv39/4MMXldWrV3/38QMHDuT169fkzZuXli1bxkuMQqQUL168UH6Pzajz/2JmZoa7uzutWrWiU6dO7N69m+7du3PmzBnmz5+frBfp+/XXXylevLjezQmtVptsS9oIkRKYmJhw8uRJFi1aRN++fdUORwDFihUjX758TJ06lQIFCpAjRw6GDRuGsbExrVu3xsPD47P1PYoXL87SpUuJiIjg4sWLmJqaUrBgQb3tABcvXiQgIACdTqe0wYeRr46Ojly8ePGrcYWHh+slAoOCggz1lIX4biVKlODt27ekS5dO7VAAyJAhA7a2tl9cYyJ16tTY2toCfLbQvZGRkbLt01Kn9vb2pEuXDhsbm3iK+tvi87yvX7+O1Qj7Y8eOKSVuRPKSIpLoMV9Q/6uuaEREBIDq01ASioeHBx4eHsroYiG+JEuWLMyZM4fg4GBcXV3VDifOoqKiqFOnDo8ePSJVqlQMHjyYgQMHJkhZmsjISDZv3sycOXM4duyY0p45c2YCAwNZu3YtDRo0iNcYoqKi6Nu3L3PmzAGgR48ezJw5E2Nj4+86ftOmTcyfPx/4MJ1a6gwL8f2+dN19+fKl8ru5ubny++PHjzl+/Dh2dnZUq1YtzufOmjUrO3fuZOrUqQwaNIhly5Zx//59vLy8yJAhQ5z7T6w+HjwRFRVFo0aNqFKlCu7u7uoFJYSIkwwZMjBgwADlcVRUFL1796ZPnz4/tI6EMAxjY2NWrFhBmTJlqFevntI+cuRIsmXLRnR09GfXmQwZMhAdHa3UEP7SdgA/Pz/lM/qX9vlW/eGJEycyevToOD03IeJq3LhxaoegZ/bs2V/d1rhxYxo3bvzFbdbW1t+sd67m84zPMisuLi5S51zoSRFDcdKnTw/A06dPv7nf0aNHgQ9fNFOCHj16cOPGDc6ePat2KCIR8fPzo0WLFnoL3LVt25YePXoki9F7JiYmjBkzBicnJ65fv86oUaPiPYEeFBTE9OnTyZUrFy1btuTYsWMYGxvTokULjhw5wtOnT/Hx8Yn3BPr79+9p1KgRc+bMQaPRMGXKFGbPnv3dCfTLly/Tvn17ANzd3alevXo8RitE8vOl6+7r16+V3z9Oop85c4bWrVvr1ZyMK41Gg7u7O97e3lhZWXH06FEqVqzIo0ePDHaOxMzLy4sdO3YwYMAAhg0blqxL2giRkkycOJF//vmHqlWrKrP7RMJ5//497dq1I3369MyYMYNly5ZRqFAhJk+ezL179wC++n4bMwP0v7Z/bZ9vzSAdPHgwgYGBys+TJ0+++zkJIURcrFixAm9vb1asWKF2KMLAkn5G7DtUrFgRnU7H/PnzP6vtFOPixYvKwicfL6AgRErj7u6Op6cn7du3TxYJhlevXtGuXTvWr1+vtLVp0wZvb2+lNmN8efr0KW5ubmTPnp3+/fvz5MkTMmXKRNGiRSlevDgrVqxQyrYYut75l5ibm2NpaYm5uTkbNmzAzc3tu8vXPHz4EGdnZ0JCQqhRo4bUdxPCQD5eTPTjmR2ZMmWiZs2alChRwuDnrFOnDsePHydLlizcvHmT8uXLc+XKFYOfJ7Fp2rQpkyZNAmD8+PEMHDgwWVznhEjp/vjjD8qXL8/MmTOT/IL3SZGXlxc3b95k9uzZ9OnTh3bt2rFz504iIiJYuXIlGo2GgIAAvWP8/f0xNjYmQ4YM2NjY8ObNm8+2w4drYUyphi/18a3Pz2ZmZlhZWen9CJFSzZw5k7FjxzJz5ky1Q0kRMmbMiK2tLRkzZlQ7FGFgKSKJHpMoun//PhUqVGDLli3Ah9IKV69eZcqUKVSvXp3w8HBSpUol9fVEijZp0iQqVarEokWLEqw+eHzQ6XQsW7aMfPnysWLFCvr166fcRNNoNPH63B4+fEjXrl3JmTMn06ZNIzAwkHz58rFw4UIOHTqEj48PFy5cUGa/JBSNRsPSpUs5efIkTZo0+e7jnj59Ss2aNfH19aVQoUJs3Ljxi3X0hBA/LiZxYGpqiqWlpdJepUoV9u7dqyzia2iFChXi1KlTFCxYkOfPn1OpUiUOHDgQL+dKTAYOHKiUs5oyZQpDhw5VOSIhRFzZ2dlx9OhRmjZtqrR9beCUMLyHDx8CH2qjx8iaNSu2trY8fvyY3Llzc+nSJb1jLly4QL58+UiVKhWFCxcmMjKS69ev620HKFq0KIULFwbQ6+PNmzf4+PhQtGjR+HlSQiQzu3fvZsuWLezevVvtUFKUU6dO4eLigouLyxcXQm7SpAkuLi507dr1s23//POPcmzMrB6hvhSRRC9TpgzTp08HPow4b9y4MRqNhgcPHlCsWDEGDRpEYGAgqVKlYvny5XqLmgiR3F2+fJmFCxcqjzNnzsyRI0coUqSIilHFzcOHD6lTpw4dOnQgICCAokWLsnnz5s8WSDG0mzdv0rZtW/LkycP8+fOJjIykcuXKbN++nevXr9OpUycKFCjAunXr2L17NzVq1IjXeOBDjThXV1dlrYfUqVPrfcn5L0+ePKFq1ao8ePCAnDlzsnv37kSzMI4QyUHMQmdt27alV69eCXrurFmzcvToUSpXrkxQUBBOTk4sX748QWNQQ48ePZRE+sSJE2VmjRDJwMclB9++fUv58uXlbzuBxNShP3LkiNL28OFD/Pz8yJkzJ40aNeLChQs8ePAAgLt373Lp0iWaNWsGQMOGDQHYsGGDcrynpyeOjo6ULFkSe3t7SpcujZeXF1FRUcCHNXqio6OVPoRIrLp27Urz5s2/mCQVyV9ERAR+fn74+fkRGhr62fZXr17h5+f32UwbgODgYOXYmPc++JBzuHLlCjdv3ozX2MWXpZihhL179yZfvnwMHjz4szvhRkZG1KhRg6lTpybpxKEQP+rGjRuULl0arVZL0aJF+eWXX9QOKU6io6OZPXs2Q4cO5d27d5iZmTF69Gj69+8fryOn79y5w5gxY1izZo1SGqBOnToMGTKEypUrs3btWm7fvk3+/PkBcHJyirdYYkRHRzNw4ECmTZsGQN26dWnduvUP9fHgwQNq1arFgwcPcHR05MCBA9jb28dHuEKkWMHBwQCqTTNPnz49u3fvpn379qxfv5727dvz8OFDRo4cmaRnI/2XHj168P79e9zd3Rk7diyurq7kyJFD7bCEEAbw77//cuHCBZ48eULnzp1lOn08a9SoEUWLFqVPnz7cvHmTTJkysWjRIlKnTk2fPn2wtrZmyZIl1K1bl/bt27N06VLs7Ozo2bMnAAULFqR169ZMnDiRiIgIfHx8OH78OGvXrlWuQ+PGjcPJyYkGDRpQtmxZpk2bRp06dahSpYqaT12I//T48WP8/Pz0yvepYe7cuURHR3/3Wljix/Xq1YuwsDC9NY5SpUqFra0tABYWFp8dkylTJt6/f//ZwskAadOmVY79OJfRv39//Pz8sLW1/eZiryJ+pJgkOnxIatWpU4eHDx9y7do1QkJCsLW1pWDBgtjZ2akdnhAJLn/+/DRr1oyQkBAcHBzUDifOzp07p5Rjqly5MosWLVJGx8SH+/fvM3bsWFauXKmM9G7YsCHDhg2jVKlSAMybN49u3bqRK1cuzp07lyCjuN+8eUOrVq2U6XpDhw6lZcuWP9TH+fPnldXIc+bMycGDB8mePXt8hCtEihYREQF8+JD9sWnTprFkyRI6dOiAm5tbvMZgbm7OmjVrcHR0ZNKkSYwePZonT54wf/78ZF26yc3NjaioKCpWrCgJdCGSkQ4dOhAYGEi1atUkgZ4ATE1N2b9/P25ubqxcuRKdTqckuvPmzQvAnj176Nq1KyNHjqR48eJs3LhRL2m0cOFC0qRJw5w5c0ibNi0eHh56n11r167NypUrGT58OIcPH6ZevXrMnz8/wZ+rEEmVfM6Jf18aKFe2bNlvJro3bdr01W3du3ene/fuBolNGE7y/Wb0DY6Ojjg6Ouq1hYaGsnjxYuDDwlMy2lIkV0ePHuWXX37BzMwMjUbDkiVLSJUqVbIYcVimTBl69uxJwYIF+eOPP/Sm9hrSkydPGDduHEuWLFGmVtWvX5+RI0dSsmRJvX2bNm3KX3/9RcuWLUmbNm28xPOxa9eu0ahRI+7fv0+aNGlYunQpzZs3/6E+du7cSbNmzQgNDaVYsWJ4e3uTOXPmeIpYiJTt/fv3AKxfv57q1atTu3Zt4MNNuhs3bijlXuKbkZEREydOxNHRkW7durFkyRICAgJYu3at3oia5GbQoEF6jyMiIj67oSGESHr69Omj9/jT0YHCsGxsbFi6dOlXt5coUYIzZ858dXuaNGlYuHChXonJT7m6uuLq6hqnOIUQIqlr1KgRISEhemspiYSTImqilyhRgpIlS3L48OGv7mNhYcH69evp27cvM2bMSMDohEg4EyZMoHLlygwcOFBpi0mmJ0UXLlygatWqPH78WGmbNWsWXbp0iZcE+tu3b3FzcyNXrlwsWLCAqKgo6tSpw+nTp9m6dauSQP94ul7GjBm5evUq48aNi/fpc9u2baNs2bLcv3+fHDlycPz48R9OoM+bN4/69esTGhpKzZo1OXz4sCTQhYhHMeVcfHx89OohDho0iP379/Pbb78laDydO3dW1pDw8vKiQYMGvHv3LkFjUMuVK1fImzevXl1fIUTSd/36dfLnz8/WrVvVDkUIIYSIk86dO9OvXz86d+6sdigpUooYiX7p0iU0Gg2BgYHf3K9x48acPHmS7du3M2XKlASKToiEE7O6fUREBFqtNt5Gase3yMhIJk6cyNixY4mKisLd3Z3169fH2/kiIiL4559/GDt2rJLkqlq1KmPHjqVixYp6+3p7e9O2bVvWrVtHzZo1gS/XP4sPmTJlIjIykurVq7N+/fofmsIcFRWFm5sbM2fOBKBdu3YsWLBARmQKEc8iIyOV3z9e/Dh79uyqlVBq2LAh3t7eNGjQgL1791KvXj22bduWYO9lapkyZQo+Pj7Ur1+fQ4cOUbx4cbVDEkIYwMKFC/Hx8WH06NHUq1cvyX7+FUIYTps2bfD394+Xvl+/fh0v/cbFlStXiIyMxNTUVNYBjCePHj1S6s5L+ZzkK0Uk0b9XzGjLj0e1CpHUBQcHK2VE6tevz5UrV5RkelJ06dIl2rdvz+XLlwFo0qQJs2fPjpdz6XQ6NmzYwODBg3nw4AHwoY78tGnTcHZ2/uIxGzZswN/fn1mzZilJ9Pj08c2QsmXLcujQIUqXLv1DdYw/raE+btw4hgwZkmRnKAiRlISGhiq/J6ZSA9WrV2f37t04Oztz8OBBGjVqxLZt2xJVjIa2YMECHj16xNGjR6lduzZHjx4lX758aoclhIijqVOnYmFhQb9+/SSBLoQAwN/fHz8/P7XDSDCDBg2SxSjjWbdu3eTfOAWQJPr/Cw4OZvny5QBYWVmpHE3C8PDwwMPDg+joaLVDEfEgPDwcNzc3du7cyfnz57G2tgZIsgn0yMhIJk+ezOjRo4mKisLGxoZZs2bRqlWreEn2njlzhn79+nH8+HEA7OzsGDNmDB06dPhmgnru3Lnkz5//s1qc8eHSpUu4urqyevVqihUrBkC5cuV+qI8bN27QsGFD7t27R5o0aVixYgVNmjSJh2iFEF+67oaHhyu/f5ygXrt2LRYWFtSsWZM0adIkaJwxKlSowO7du6lVqxb79u3D1dUVT0/PeC9NpZbUqVOzbds2atSowfnz56lVqxbHjx+XRZWFSOJMTEwYP3682mEIIRIhIyOjeFuA2MbGJt5Guwsh1JFsk+jnz5/nt99+0/ty2rlz5y8mtqKjo3n58iWRkZFoNBrq16+fgJGqp0ePHvTo0YOgoCAlwSqSj5CQELZu3crjx4/ZsWMHrVu3VjukOPnnn38YPnw48KH00ty5c7G1tTX4eXx9fRkyZAjLli0DPix0NGDAANzc3L5YyuD169ds3LiRrl27Ah+SYAMGDDB4XJ9atWoVf/zxB2FhYbi7u7N3794f7mPjxo106NCBkJAQcuTIwb///ivlC4SIR1+67sYsTgwo5ZOio6P57bff0Gq1+Pr6qpZEhw835rZv306dOnXYvHkzI0aMSNbJKGtra3bt2kXlypW5efMmderU4dixY9jY2KgdmhDCQHbt2sXevXuZOnWqzLoTIoXLmDFjvI4adnFxibe+f0SzZs0IDQ1N9qX5UoLff/8df39/bGxsWLx4sdrhpDjJNolesmRJpk+fTuPGjZUPR98zXSdv3rxMmDAhvsMTIt7Z2NiwadMmXr58Sd26ddUOJ846d+7MunXr6NmzZ7yMPg8PD2fmzJmMHTtWWRi0bdu2TJgwgSxZsnzxmNDQUMqVK8e9e/cwNjbmjz/+MGhMXxIREUH//v2ZM2cOAE5OTqxZs+aH+tBqtQwdOpRJkyYBUK1aNdavX0+mTJkMHq8Q4ts+rokeMxI9NDSUWrVq8fbt20Txd1m1alUWL15MmzZtmDBhAhUqVEg0XwrjQ8aMGdm9ezfly5fn1q1bDB8+nH/++UftsIQQBhCz7kFUVBRlypT54QXYhRAiKerQoYPaIQgD8fX1xc/Pj4iICLVDSZGSdVE4Z2dn/v33X2WhrmrVqtGuXbvPfjp06MCff/7J4sWLOXfuXLxN54mLuXPnUqJECUxNTRk1apTSHh4eTocOHciWLRtWVlaULVuWEydOqBeoUE14eDi9e/fWG5FcqlSpJJtAv337Nj169FDKHqROnZoTJ07QunVrgyfQ9+zZQ+HChRk4cCAhISGUKVOGkydPsnz58q8m0OHDgqHt2rXDwcGB8uXLGzSmL3nx4gU1atRQEujDhw9n+/btpE+f/rv7CAgIoGHDhkoC3c3NjT179iSKRJ0QiU1CXHtj6vOampoqSXQrKyt27drFqVOnEk3plN9++40///wT+N8ImOQsW7Zs7Nq1iyZNmjB58mS1wxFCGIiDgwNjxozhzz//TDGzj4UQ6unUqRN9+/alU6dOaocikgkrKyvSpUuXYspQJzbJdiR6DCcnJ7y8vGjUqBG9e/emQYMGaocUK5kzZ2b06NGsWLFCrz0qKgpHR0eOHz9O1qxZWblyJQ0aNODx48eqTv8WCW/KlCnMmjWL9evXc+/ePSwtLdUOKVa0Wi1z587F3d2d9+/f4+DggLu7O4DBk+dPnz6lT58+bNq0CfhQ93zSpEm0adPmmwtPxay6DTB06FB69uwZ7yWRHj58SIUKFfD19cXKyopVq1b98Je/U6dO0axZM54+fYqZmRkLFy6kTZs28RSxEElfQlx7Y8rObdy4kYIFCxos9vgwZcoU9u/fz82bNxkwYECyn0JasGBBNm7cqHYYQggDGzRokJRxEUIkiMaNG6sdgkhm1q1bp3YIKVqyT6ID1K5dm61btyoj0pOiRo0aAbBlyxa9dgsLC0aMGKE8bteuHX379uXu3bsULVo0IUMUKuvfvz9Hjx6lV69eSTaB/vTpU9q0acOhQ4cAqFGjBq1atTL4eaKiovj7778ZNWoUoaGhGBkZ0bNnT0aPHv3NZLhWq2XYsGFcv36dzZs3Y2xsjEajSZA1BbJnz06RIkVIly4dXl5e/Pzzz999rE6n459//qFv375ERkaSJ08e1q9fL/XPhfgPCXHtff/+vdJnYmdubs6iRYuoUKECS5YsoXPnzpQpU0btsBKETqdj/vz5FC1a9IcXcBZCJC6fJtB9fX3JnDmzStEIIYRITl6/fo2LiwsrVqzQq3KxefNmFi1a9J/HZ8+enXnz5um1DRs2jAsXLiiPbWxsWLlypeGCFt8tWZdz+VjNmjWpVKnSN/fp3bs35cuX5/nz53E6V3BwMAMGDKB27dpkypQJjUajNw38YyEhIfTp0wd7e3vMzc0pVqxYnO4s3bp1i/fv35MrV65Y9yGSBq1Wy44dO5THqVOnZteuXUmyfItOp2PJkiUULlyYQ4cOYWFhwezZs9mzZw9Zs2Y16LnOnj3LL7/8gru7O6GhoZQvX56LFy/y999//2cy/M6dO0yfPp2tW7eyZ88eg8b1JWFhYcooVWNjY9auXcuZM2d+KIH+7t072rVrx59//klkZCRNmzbl/PnzkkAXyU5SvfbGlKwyMfnfuIadO3dSsGDBBFln4UeVL1+etm3bAh/KQel0OpUjShjTpk2jW7dutGvXjtDQULXDEUIYQHBwMK1bt6ZIkSK8efNG7XCEECLetGnTBhcXF5mFnAC0Wi1+fn5otVq99vfv3+Pn5/efPwEBAZ/1+fbtW719kntZxcQsxSTRv8fPP//MqVOn6N27d5z68ff3Z8GCBYSHhyuj2L6mcePGLF++nJEjR7Jz505Kly5Nq1atfnihQPiQLGvTpg3Dhg1LsiORxffRarXUr1+fevXqsXz5cqU9qU5NHTRoEL///jtv376ldOnSXLp0iT///PObJVV+VFBQEL169aJMmTJcvHiR9OnTs3jxYo4ePUqRIkW+q498+fKxYsUKlixZgrOzs8Fi+5InT55QqVIlevTooSSp0qdP/0N/2z4+PpQvX56VK1dibGzM1KlT8fT0JG3atPEVthCqSarX3qioKABGjBihjEp/9eoVN27c4PHjxz/cX0KYMGEC5ubmHDt2jN27d6sdToLo1KkTWbJk4e7du4wcOVLtcIQQBmBubs7ly5fx9/fXG5gihBCG8vr1a/z8/Hj9+rWqcfj7+0vyNZ7Z2Nhga2ur/Hyay0idOrXe9q/9ZMiQ4bO+06VL98U+RcJLEeVcAM6dO8eQIUM4ffo07969++yu0Mc+XpgxNnLkyMGbN2/QaDS8fv36q1M2vL292bt3L2vWrFFKVlSrVo1Hjx7h7u5OixYtvntBscjISJo3b06BAgUYMmRInOIXiZ+RkRFlypTh4MGDyeKNtE2bNsybN4+hQ4fSr18/vRGZhrB9+3a6du3Ks2fPAHB1dWX69OnY2tr+57EPHz7EzMwMe3t7AJo3b27Q2L7k0KFDNG/enFevXvHgwQNGjRr1wyPy9+zZQ6tWrQgICMDW1pb169dTtWrV+AlYiEQgqV57Y0aiHzlyRLkRWqtWLfbv3//FD9GJQZYsWejevTvTp09n7Nix1KlTJ8nexP1e6dKlY+HChbi4uDBz5kzat29PoUKF1A5LCBEHpqamLFu2DHNzcwoXLqx2OEKIZKht27b4+flha2uLt7e3anHY2Njo/VcY3n+VV2ncuHGsa+SPGzcOABcXF27evElYWBirV6/G1dU1Vv2J2Ev62bfvcPXqVapUqcL+/fsJDg4mOjoanU73xR+A/Pnzx+l8Go3mu75M/vvvv1haWtKsWTO99g4dOvD8+XNOnz79XefTarW0bdsWY2NjFi9e/J/nDg8PJygoSO9HJA2RkZHK78OGDePy5ctJckpWcHCwXo3hQoUK4ePjw4ABAwyaQH/9+jW//fYb9evX59mzZ+TKlYs9e/awatWq70qgX7x4kXLlyuHi4kJgYKDB4voanU7HrFmzqFmzJq9evaJYsWKcP3/+hxLoOp2OadOm4ezsTEBAAKVKleLcuXOSQBfJXmK+9n7vddfU1BT4sKBp9erVKVas2HfFogY3NzfMzMw4ceIEx48fVzucBOHs7EyjRo2IioqiX79+aocjhDCA0qVLSwJdCJHsrVy5Em9vb6mjnQwEBATw5MkTVq9erXYoKVKKSKKPGzeO9+/fo9PpqFu3LsOGDcPGxoa6desycuRIRo4cyeDBgzExMaFGjRps3749QeK6du0a+fPn/yxpGFNa4tq1a0pbVFQUYWFhREdH6/0O0KVLF3x9fVm/fv13JSAnTpyItbW18pMtWzYDPisRHyIiIujRoweNGzdWZlEYGRmRJ08elSP7cRcuXKBYsWI0btyYc+fOKe3p06c36Hk2btxIgQIFWL16NUZGRvTv358rV65Qq1at7+4jXbp0yu/v3r0zaHyfev/+Pe3bt6d3795ER0fj6urKiRMncHBw+O4+wsPDadeuHW5ubmi1Wjp27MjRo0flb1yIj6hx7f3WdTfm5qixsfF3j4BPDDJnzqzcxJ0xY4bK0SSc6dOnY2pqyt69ezl8+LDa4QghDCg4OFgGFyVDHh4eFChQgNKlS6sdihBCiCQuRSTRY6ZI//HHH2zbto0xY8bQsmVLjI2NlST6+PHj+f333zl69GiC1SD19/f/4lTtmLaP61WNGzeO1KlTs2zZMsaPH0/q1KlZuXIljx49YtGiRZw+fZqMGTNiaWmJpaUlR48e/ep5Bw8eTGBgoPLz5MkTwz85YVD37t1jyZIlbN++nSNHjqgdTqxotVomT55M2bJlefDgAdmyZVMWzTSkFy9e0LRpU5o1a8arV68oWLAgJ0+eZOrUqaRJk+aH+nJ0dOTAgQMcOXKEzJkzGzzWGDqdjoYNG7JixQqMjY2ZPn06K1euJHXq1N/dh5+fHzVq1FDqn8+aNYtFixZhbm4eb3ELkRSpce391nU35sbox4l4f39/vL29E2QB47jo06cPAF5eXom2fruhOTo68vvvvwMwevRolaMRQhjK/PnzyZYtG9OnT1c7FGFgPXr04MaNG5w9e1btUIQQIs7s7e0pUKAAY8eOVTuUFClFJNFjVretVq2a0ubq6srOnTvx9fVV2ipWrEhERATDhg1LsNi+Nf37422jRo36rPRM+/btyZEjBzqdjvfv3xMSEqL8VKpU6av9mpmZYWVlpfcjErcCBQqwcOFCtm/fniTLcjx58oSaNWsyaNAgIiMj+fXXX7l48SIVKlQw6HnWrl1LgQIF2LRpEyYmJgwbNozz58/zyy+/fNfxOp2Ov/76i/PnzyttBQoUiPe/EY1GQ79+/bC1tWXPnj307dv3h+oLX79+nXLlynH8+HGsra3ZuXMnPXv2TPY1ioWIrYS+9n7ruhtTSu7jUegXLlygbt269O/fP65PNV4VLFiQatWqodVqv1qDPjkaPHgwdevWlTVohEhG0qVLR2BgYJzXxhJCCCHik4WFBenTp6dkyZJqh5IipYiFRTNkyICfnx9v3rxR2sqWLYuDgwPDhw9XvvhduHAB4JujuA3Jxsbmi6sjxyT9E+uCYiL+6XQ65s6dS7169ciePTsAv/32m8pRxY6XlxcdO3bkzZs3pEmThtmzZ9OhQweDJnj9/f3p0aMH69evB6BYsWIsXbr0h+sJz507l4EDB/LTTz9x48aNeP8bfPr0qVLv3MnJiQcPHmBhYfFDfezfv5/GjRsTFBREzpw58fb2Jm/evPERrhDJQmK79saMRP84iW5nZ0fx4sUpWLBggsYSG127duXgwYMsXLiQ4cOHK3Xdk7Ps2bMnWOk/IUTCaNKkCbt27fqhsn9CCJFULF26lNDQUCwsLOjQoYPa4YhYatSoESEhIVhaWqodSoqVIkailytXDviQzPuYm5sbS5YsoVKlSjg5OfH333+j0WgS7At04cKFuXnzJlFRUXrtV69eBT4stihSpkmTJtGjRw8aNGhAWFiY2uHEydOnT3nz5g2lS5fm0qVLdOzY0aAJdG9vbwoVKsT69euVEk1nzpyJ1YJ8v/32GyVKlGDIkCHx+j4QERFBly5dKFy4MPfu3VPafzSBvnLlSpycnAgKCqJSpUqcPn1aEuhC/IfEdu39eJ2LGIULF+bChQtJYvGnX3/9FVtbW168eCGJZSFEkmViYkKdOnX03ouFECK52LBhA8uWLWPDhg1qhyLioHPnzvTr14/OnTurHUqKlSI+Jbi5uQGwb98+tm7dqrR37NiRWrVqcfz4cfbu3atM1e7evXuCxPXrr78SEhLCpk2b9NqXL1+Ovb09ZcqUSZA4ROLz22+/8dNPP9G+fXvMzMzUDueHxSy8Bx/qEC5btoxjx44ZdCHUkJAQunbtSt26dXnx4gX58uXj5MmTjBo16odGQn4cq5WVFadOnaJXr14Gi/NTL1++pEaNGixYsIDAwMBY1bjX6XRMnDiRtm3bEhUVRatWrdi7dy8ZM2aMh4iFSF4S27U3Zu0Db2/vBD2voZiamiojmlJSSRf4sF7JkCFDWLt2rdqhCCEMSKfTfXajVQghhEgMnj9/zpMnT3j+/LnaoaRIKaKcS/ny5Vm0aBEHDhxg9+7d1KpVi9SpU2NsbMyWLVuYMGEC3t7emJub4+rqSrdu3eJ8zp07dxIaGkpwcDAAN27cYOPGjQC4uLiQJk0anJ2dqVWrFt26dSMoKIjcuXOzdu1adu3axapVq/Smdovkz8/PD1tbWwCyZcvGnTt3kly9ep1Ox5w5c1i4cCFHjx7F2toajUZDu3btDHqeQ4cO0alTJ+7fvw98WNxuwoQJP7QQJ3xYhLRu3boMHjyYpk2bAsRrKYILFy7QsGFDnj59ipWVFWvXrsXFxeWH+tBqtfTt25dZs2YBH24STp48WUZOCUHSvPbG3MhLijdMY3Ts2JHJkyeza9cufH1943Uh5sRk27ZtTJw4kRIlStCqVSu1wxFCGMCGDRsYO3Ys7du3p1+/fmqHI4QQBjFp0iQiIyNTRNm95K5Tp05K7iipDsJJ0nQpxLVr1xL0fDly5NABX/x5+PChsl9wcLCuV69eOjs7O12qVKl0RYoU0a1duzZBYw0MDNQBusDAwAQ9r/hAq9XqpkyZokuTJo3uzJkzaocTa/7+/rpGjRop/59PnjzZ4OeIiIjQDRo0SDlHtmzZdPv37491fyNGjNABuuzZs+vev39vwEg/t2bNGp25ubkO0P3888+6W7du/XAf4eHhuhYtWugAnUaj0f3999/xEKlIDlLq+3pSufZ+/PpkyZJFB+jOnTunt4+rq6suX758Sea6UK5cOR2gmzRpktqhJJhXr17pjI2NdYDuzp07aocjhDCAWbNm6QBdtWrVfui4lHrdTUrkNRIfc3Z21pUsWVLn7OycLM4j4kdifP0SY0xqUeN9PUUMXdy0aRNFihShadOm+Pj4JMg5fXx8lPIwn/44ODgo+1laWjJz5kx8fX0JDw/n8uXLtGzZMkFiFImDTqfj2LFjvHv3js2bN6sdTqwcP36cYsWK4eXlRapUqZg5cybu7u4GPcfdu3epUKECkyZNAj7UA7t69SrVq1ePdZ8jRoygd+/eHDhwAHNzc0OF+plNmzbRunVrwsLCcHZ2jlXt8tDQUBo0aMD69esxNTVl1apV9O7dO54iFiJpSorX3oiICABGjx6t137//n1u3brF48eP1Qjrh3Xs2BGAFStWoNPpVI4mYWTMmFG5Bnl6eqocjRDCEJo0acKcOXOS7GdyIUTiMnfuXDw9PZk7d67aoYhkwMXFhStXrvD27VuqVq2qdjgpUopIok+cOBGdTse+ffukvp1IdIyMjFi+fDlLly5lwoQJaofzQ7RaLZMmTaJKlSo8efKEPHnycPLkSXr16mWwxUN1/18iplixYpw9e5Z06dKxfv165s+fj7W19Q/3d/PmTSXBY2xszN9//02uXLkMEuvX1KtXj7JlyzJgwAC2bdtGunTpfuj4N2/eULNmTXbv3k2aNGnYvn07rVu3jp9ghRAJKqacy5kzZ/Ta//rrL/bt20eVKlXUCOuHNWvWjFSpUnHjxg1lkdaUIObmy6c19oUQSZO9vT09evT44c9qQgjxJTly5CBnzpzkyJFD7VBEMmFnZ8fPP//MgAED1A4lRUoRSfRbt26h0Wjo27cvuXPnVjucRMPDw4MCBQpQunRptUNJcfbs2cNff/2lPLa2tqZ9+/YGSzwnlFGjRjF48GCio6Np3bo1Fy5coESJEgbr//Xr1zRo0ICePXvy7t07qlevztWrV2nevHms+lu3bh1FixZl3LhxBovxax4/fqxX6/jQoUNMnjz5h+st+/n5UbVqVU6dOkX69OnZt28ftWvXjo+QhRDx7EvX3a+N2q5UqRI1atRIMgsGW1tb4+zsDKSsUdn169fHyMiIixcvJplZA0IIIYRIWR49esSDBw949OiR2qEIkaSliCR6mTJlAH64fEJy16NHD27cuMHZs2fVDiVFuXHjBs7OzgwcOJADBw6oHU6c9OzZk59//plFixaxatUqLC0tDdb3gQMHKFKkCNu3b8fMzIxZs2axb98+smbNGus+/f39iYyM5Nq1a2i1WoPF+ql9+/ZRrFgxhg0bprTFZtFAHx8fKlSowJUrV/jpp584fPgw5cqVM2SoQogE9KXrbnJaFLhZs2ZAyhqVnSlTJuV9eefOnSpHI4QwBJ1Ox7p162jbti3+/v5qhyOEEHHWrVs3mjdvTrdu3dQORYgkLfl8c/uG2bNnkz59+hQ1MkokXgUKFKBnz5506NCBChUqqB3OD9FqtXorQGfKlIlr167x+++/G2wUfXh4OO7u7tSsWRNfX1/y58/PqVOn6NmzZ5zP0aNHD7Zv387atWvjJXGl0+mYPXs2Tk5OvHnzhkOHDhEeHh6rvm7dukXFihW5d+8eDg4OHD16lMKFCxs4YiGE2mJmrHzKx8eH7du3c+7cuQSOKPbq1auHqakpt27d4u7du2qHk2Dq1KlDxowZCQ0NVTsUIYQBaDQaJkyYwMqVK9mzZ4/a4QghkrBdu3bh5eXFrl271A5FCGEAKSKJXqBAAY4cOcLdu3dxdXWV6bYiwT158oT3798rj6dPn87ixYtjNTpZLW/evKFRo0bUrVuXlStXKu2mpqYGO8edO3coW7YsU6dORafT0blzZ86dO0exYsVi1V9ERASTJk3SS2TXrVs3XhLoERERdOnShV69ehEdHU3btm05ePBgrF7jixcvUqVKFZ49e0aBAgU4duwYefLkMXjMQgj1xdwc/HR2zPLly6lfvz6LFy9WI6xYsba2pnLlygBs27ZN5WgSjru7Oy9fvqRfv35qhyKEMJA//viDAQMGUKhQIbVDEUIkYbNmzWLcuHHMmjVL1Tjq1KlDw4YNqVOnjqpxiLh78uQJV65ckc+dKjFRO4CEUL16dQAsLS1Zu3YtGzZswMHBgSxZsnxxZKtGo2H//v0JHaZIpo4ePUqTJk2oU6cOK1asQKPRJLnp+2fOnKF58+Y8evQIMzOzr46cjIvVq1fTtWtXQkJCyJgxI4sXL6ZBgwZx6rNFixZ4eXlx48YNVqxYYaBIP/fq1SuaNGnC0aNHMTIyYvLkyfTv3z9WI+cPHTpEgwYNCA4Opnjx4uzZsyfJ1EQWQvy4mOR5ZGSkXrudnR2lS5eO94WPDc3JyYn9+/ezZ8+eFPPh3tzcXO0QhBAG1rNnT7VDEEIIg+ndu7faIQgDCQsLIywsjFu3bqkdSoqUIpLohw4d0ktmRUVFce/ePe7du6e3n0ajQafTJbnFHUXiFhUVRUBAANeuXSMoKAhra2u1Q/puOp2OefPm0bt3byIjI8mVKxcbNmygePHiBjtHYGAgPXv2VEa3V6lShTVr1mBvbx/nvrt3786RI0f47bff4tzX10RGRlK5cmVu3bqFlZUVa9euxcXFJVZ9bdu2jWbNmhEeHk7VqlXx8vJKUv+/CCF+XFRUFMBniw536dKFLl26qBFSnDg5OeHu7s6RI0cIDw9PUjOu4kqn0xESEkLatGnVDkUIIYQQQghhYCkiiV65cmVJjAvVVKtWjW3btlGlShXSpEmjdjjfLTQ0lC5durB69WoAmjRpwuLFiw2a1P14hLuRkREjRoxg2LBhnyWTfoRWq1VG+teqVYuHDx9iZWVlqJA/Y2pqysiRIxk+fDhbt24lf/78sepnxYoVdOzYkejoaBo0aMD69etldKMQKUhSX2g6RoECBbC1tcXPz49Tp05RpUoVtUNKEP/++y89evSgUqVKrF+/Xu1whBAGoNVquXHjBmnSpCFnzpxqhyOEEEKQJ08ebG1t9daqEwknRSTRDx06pHYIIgV58eIFvXr1wsPDg0yZMgHg7OysclQ/7uzZs6xevRpjY2MmT55Mv379DHYzSqvVMmPGDAYPHkxkZCSOjo6sXLkyzgut7tmzh0GDBrF7927l3z4+Eug6nY6XL19iZ2cHQMuWLfn1119jNeJSp9MxdepUBgwYAEDbtm1ZvHgxJiYp4u1ZiBRPp9MBYGFhoXIkhmFkZES1atVYv349hw8fTjFJ9PTp0+Pr68uJEyfUDkUIYSB9+vRh9uzZuLm5MWXKFLXDEUIIIYTKklZhZiGSgNatW7NhwwY6d+6sdihxUrVqVSZOnMiBAwdiXd/7S169ekX9+vVxc3MjMjKSJk2acPHixTgn0CMjI+nZsycXL15k/PjxBon1S8LDw+nYsSOlSpXC19dXaY9NAl2r1eLm5qYk0N3c3Fi6dKkk0IVIQWJm3ny61kTnzp0pV64ce/bsUSOsOIlZXPTo0aMqR5JwSpUqhZGREU+fPtW7Ngghkq6iRYtiaWlJWFiY2qEIIUSc9OzZE1dXV1nvIYkbO3Yss2fPZuzYsWqHkmJJEl0IA/Pw8KBMmTL89ddfaofyQyIiIhg4cCAPHjxQ2gYNGqQkQwzh0KFDFC1aFG9vb8zNzZk/fz4bNmwwSIkYU1NTtmzZQvfu3Zk8ebIBov3cq1evqFGjBsuWLcPX1zdOCaKIiAjatGnD9OnTAZgyZQpTpkxJcovOCiHi5t27dwCMGzdOr/3cuXOcOnXqswVHk4KYm6KnT5+Ol4WoEyNLS0ulnNe5c+dUjkYIYQht27YlMDCQ2bNnqx2KEELEyf3797l9+zb3799XOxQRByVLlqRcuXKULFlS7VBSLMnWpGAeHh4UKFCA0qVLqx1KkhYZGcmlS5eUx/nz5+fkyZPkyZNHvaB+0LNnz6hRowZ//fUXrVq1QqvVGrT/qKgoRo4cSfXq1fH19SV//vycPn2azp07x2mE+7t377h48aLyOF++fHh4eMTLQnbXrl3jl19+4fjx41hbW+Pt7U3z5s1j1dfbt29xdnZmzZo1mJiYsGLFCtzc3AwcsRAisfnSdTcmyXzq1Cm9fZcsWYKnpyelSpVK0BgNoWDBglhYWBAcHMzNmzfVDifBxLxW58+fVzkSIYQhmJqayuCGZEC+8woBJiYmmJqayoznZGDbtm14enqybds2tUNJkRLsL8jX15cXL17w/v17UqdOjZ2dHZkzZ06o04sv6NGjBz169CAoKMigi0WmJIGBgTRu3JizZ89y5swZ8uXLB5CkFrI9fPgwzZs3x8/PDysrK4YOHWrQLwxPnz7F1dWVI0eOANCxY0dmzZoV5/q/r1+/xsXFhTt37nDixAkKFChgiHC/aPv27bRq1YqQkBBy5crFtm3bYr2A6JMnT6hbty5Xr17F0tKSTZs2Ubt2bQNHLIRIjL513f30S02xYsUoVqxYAkZnOCYmJpQoUYKjR49y7tw5ChUqpHZICaJ48eIsX75c7+auEEIIdcl3XiFg69ataocgDGTu3Ln4+flha2tL/fr11Q4nxYm3W+svX75k9uzZODs7Y21tTdasWSlVqhSVKlWiVKlSZM2aFWtra5ycnPDw8ODVq1fxFYoQ8SZNmjRERUWh0+l4/Pix2uH8EJ1Ox19//UWNGjXw8/OjaNGinD9/ngYNGhjsHN7e3hQvXpwjR45gaWnJ6tWrWbx4sUEW0EubNi1mZmYYGxvz5s0bA0T7Zf/++y8NGjQgJCSEatWqcfr06Vgn0C9fvkzZsmW5evUqdnZ2HDlyRBLoQqRgH5c6MTU1VTESw4sZ8ZeSSpsULVoUgCtXrqgciRDCUBYsWEDNmjVZtWqV2qEIIZIgGxsbbG1tsbGxUTsUkQycP3+et2/fKuUgRcIz+Ej0y5cvM3nyZDZt2kRUVBTwIVn3JcHBwezdu5e9e/fi5uZGq1atGD58OI6OjoYOS4h4YWpqiqenJ69fv6ZgwYJqh/PdQkJC6NixIxs2bADgt99+Y/78+aRJk8Yg/UdERDBo0CBmzJgBfBhR6enpadASN2ZmZmzevJnAwEBy585tsH4/VaNGDQoUKEDFihWZPXt2rBNd3t7etGjRgpCQEAoUKIC3tzc5cuQwcLRCiKQqVapUyu+enp6MHTuWVq1aMWTIEBWjir3ixYsD6JU7S+4KFy5M9erVyZ8/P1qtVspACJEM3L59m/3791O0aFF+++03tcMRQiQxK1euVDsEkYwMHz6c169fY2VlJeVgVWKwJHpwcDB9+vRh+fLl6HQ6JXGeKlUqcuXKRfbs2bG0tCR16tS8e/eOoKAgfHx8ePz4MREREYSHh7N8+XLWrFmDu7s7I0eOlHpNItGJiorC3d2dvHnz0rVrVwB++uknfvrpJ5Uj+zEmJiY8ePAAU1NTZs6cSdeuXQ1Wgubx48c0b96c06dPA9CrVy8mT56Mubl5nPrV6XRMnz4dCwsL5d8+U6ZMZMqUKc4xf+rt27dYW1uj0WiwsrLi+PHjWFlZxerfSKfTMWfOHPr06YNWq6V69eps3LiR9OnTGzxuIUTS8vH6Ex/foDt37hzXrl3j2bNnaoRlEDGlaK5cuYJOp0tSZc5iy8bGhv3796sdhhDCgJo2bUrhwoUpU6aM2qEIIYQQWFlZYWtrS/Xq1dUOJUUySJb60qVLNG7cGB8fH4yMjKhZsyZ169alatWqFCpU6JsjcaKjo7ly5QonTpzAy8uLQ4cOMWHCBLy9vdmwYQM5c+Y0RIhCGISXlxd///03xsbG1KpVi1y5cqkdUqyYm5uzceNGfH19KVeunMH63bVrF66urgQEBJAuXTqWL19usPIw3t7euLm5YWxsTOXKleOtBvqFCxdo2LAhffv2pV+/fgCxrp8YFRVF7969+eeffwD4/fffmTt3brIr2yCEiJ2YGXuA3oLIffv2pXLlytjb26sRlkHkzZsXU1NTgoODefLkCdmzZ1c7JCGE+GHlypUz6GdlIYRQw+bNm5X1CRs3bqx2OEIkWXGeZ7p582YqVqzI69evGTJkCI8fP2b37t306tWLIkWK/OdUVmNjY4oXL06PHj3Yu3cvT548wd3dndu3b1OyZEm2b98e1xCZNWsWs2bN4uHDh999TFRUFEeOHGHz5s1Sr10omjRpwh9//MH69euTVAI9MjISd3d3xo4dq7Q5ODgY7EtBREQE7u7uODs7ExAQQMmSJblw4YJB66u7uLjQvn17pk6dGuua5P9l3bp1VKxYkadPn7J48WLCw8Nj3dfbt29xcXHhn3/+QaPRMHnyZBYuXCgJdCGE4uOa6B+Xc8mcOTP16tWjRIkSaoRlEKampkoJrxs3bqgcTcIKDg7Gz89P7TCEEEIIIQBYtGgRM2bMYNGiRWqHIgwgOjoaFxcXXFxcGDZs2GfbR48erWwPDAzU23b06FFl2+bNmz87tkGDBrRp0ybeYk/q4jwSvXnz5nTs2JGJEycaZLEEOzs7Jk2aRJ8+fejfvz+NGjXSG6kVG3369EGj0eDg4ICjoyNXr15Fo9FQqFChL+7/7NkznJ2duX79OvBhdNjSpUtp0aJFnOIQSY9Op2Pz5s00aNAAU1NTNBoNCxYsUDusH/L8+XOaNWvGiRMn0Gg0/Prrr1/9fz82nj59SsuWLTl+/DgA3bt3Z/r06XqjKmPr3r17ODg4YGJigkajYcmSJfFSEkCr1TJ8+HAmTJgAgJOTE2vXro31c7hz5w4NGjTg9u3bpEmThtWrV9OoUSMDRiyESA4+XjNm+fLlKkYSP/Lly8eNGze4ffs2Tk5OaoeTIObPn0/Xrl2pV68e27ZtUzscIYQB3L59m7t371K1alUsLS3VDkcIkYRMmDCBwMBArK2tk+w6NyLx0el0yoCNt2/ffrY9MDBQ2f5x+UiA8PBwZdv79+/1tj1//pxXr17FOQebnMV5JLq3tzcLFiww+GrDdnZ2rF69mh07dhiszxs3blCoUCGKFStG0aJF+fnnnzl69Ohn+/3xxx9cu3ZNqe0eFhZG+/btuX//vsFiEUlDnz59aNq0KQMHDlQ7lFg5efIkJUqU4MSJE1hbW7Nx40aDJtB3795N0aJFlZrhmzdvxsPDwyAJ9B07dlCiRAnc3d2VtvhIoAcGBtKoUSMlge7m5sb27dtJly5drPrbs2cPZcqU4fbt22TLlo3jx49LAl0I8Z+srKwAePDgAUuWLOHChQsqRxR3MYs+3717V+VIEs7PP/8MwM2bN1WORAhhKFWrVqV+/frcvn1b7VCEEEnMsWPH2L9/P8eOHVM1jsGDBzNp0iQGDx6sahzCMDQaDba2ttja2n4xb2Ftba1s/7Q6iJmZmbItderUetv69+9PZGRkfIae5MV5JHrt2rUNEcdX1alTx2B9DR06VG/U171796hTpw6nT5+mcOHCAPj4+LBr1y5y5MjBgQMH8PX1xcXFheDgYP755x+mTZtmsHhE4le1alU8PDzInDmz2qH8EJ1Ox/z58+nVqxeRkZEULlyYzZs3KwmNuNJqtYwfP56RI0ei0+koWbIk69atM1j/8OGuaHBwMJcuXSI8PNwgiflPRUZGUrFiRa5du4aZmRmLFi3it99+i1VfOp2OmTNn0r9/f7RaLeXKlWPz5s3Y2dkZOGohRHLxcTkXY2NjAPbu3UvXrl1xcnJi586daoVmEDFlz+7du6dyJAknb968ADx8+JCIiAi9Mj1CiKSpQIEC2NnZ6b1nCyFEUlKpUiW1QxAGZGxsjLe391e3jxw58qvbKlWq9NX/HzJmzIiRkREZMmSIc4zJVZxHoiclGTNm5MSJE7x48YKaNWsCH6YyTJo0Sdln3759ALi7u+Po6Ej58uVp27YtOp2O/fv3qxJ3fPHw8KBAgQKULl1a7VASlY+ntPz666/cuXNHbzR0UtClSxe6detGZGQkTZo04cSJEwZLcL948YJatWoxYsQIdDodnTp14vjx4wZNoAM0bdqUHTt2sGfPnnhJoMOHmr1dunQhS5YsHDt2LNYJ9PDwcDp27Ejfvn3RarW0b9+egwcPSgJdCKHn0+vuxzf2ly1bBkD69OmpVasWVatWVSFCw8qXLx+QskaiZ86cGUtLS7RarcxgFCKZ2L9/PxcvXuSXX35ROxQhhBAi3syePZvVq1cze/ZstUNJtOI8Ev1rtmzZwuXLlxkxYkR8neKH9erVi7JlywLw999/K2Ut9uzZo+xz7NgxNBqN3gj74sWLAx+mWCcnPXr0oEePHgQFBWFtba12OKqLjIxkxIgRbNmyhVOnTilT63PmzKlyZD+ufPnyLFmyhIkTJ+Lm5mawMiinT5/m119/xdfXlzRp0uDh4UH79u0N0veLFy8YMmQIM2fOJG3atMCHxUQNTafT8fr1azJlygR8+Dto06ZNrP8Gnj9/TuPGjTl9+jRGRkZMmzaN3r17x0vpGSFE0vbpdffjJPrhw4fp0qULzZs3p3nz5ipGaTiOjo4APH78mOjoaGW0fXKm0WjInTs3ly5d4v79+/G2ELYQQgghhEgYr1+/jpfcBICNjQ0rV66Ml76F4cVbEt3Ly4sVK1YkiiS6paUloaGheiNlY6YY63Q6AgICeP78Ofb29hw5cgQAe3t7Zd+YZGpYWFgCRi0SWkhICKtXr+bJkyds3rzZYMnhhBISEqIsdtS+fXsqVKhAnjx5DNK3Tqdj1qxZuLu7ExkZSYECBdi8ebMybd0Q/Tdq1IjTp08TFRXFihUrDNLvp0JDQ+nYsSMXL17kzJkzpEuXDo1GE+sE+smTJ2nSpAm+vr6kT5+e9evXU6tWLQNHLYRICT6tV5gcZM6cGRMTE6KiovD19SVr1qxqh5QgsmXLxqVLl3j06JHaoQghhBBCEBgYiFarxcjISAZQxoJWq1UW4xQpW7wl0ROTXLlyceXKFS5dukSLFi0AuH79ut4+GzduJG/evPj4+KDRaPRGh7158wZAGR0rkqf06dOzdu1afH19adq0qdrhfDetVsuYMWNYunQp586dU0ZYGyqBHhoaSufOnVmzZg3woczK4sWLlZtLhqDRaJg5cyZdu3Zl2LBhBuv3Yw8fPqRhw4ZcvXoVU1NTTpw4Eae7yUuWLKFbt25ERERQsGBBtmzZotycE0KI7/HxjJXo6Gjls0dymcliYmJC1qxZ8fHx4dGjRykmiR6zuKiUcxEiebh06RIDBw4kbdq0bNy4Ue1whBDih7Vq1Qo/Pz9sbW2/WUtb6LOxsYm3vl+/fo1Wq/2hY+S1U993J9F/dGRoYlpEytnZmcuXLzN79mwKFy5M3rx56dGjBxqNhuLFi3PhwgX69u2rd8yZM2eoVq0aAKdOnQL+V9tTJA8xo6tLlixJxYoVAahQoYLKUf2YwMBA2rZty9atWwHw9PSkR48eBuv/9u3bNGnShOvXr2NsbMz06dPp2bOnQRI8UVFR+Pj4KDNEypQpw/nz5+NlNOb+/ftp3rw5AQEB/PTTT2zcuFF5zX9UZGQkffv2xcPDA4DGjRuzbNkyuckmhPhhH39w1ul0PHv2jIIFC5I3b15Onz6dLJLpMUn0Z8+eqR1KgilXrhydO3dW1t8RQiRtGo2GPXv2yEJrQgiRwsRnmRUXF5dEN7p95syZBAUFYWVlRe/evdUOJ1H67iR6+/btf+jLnE6nSzRf/vr168fChQvx9/enTZs2wIf40qVLx4YNG+jTpw/btm3D2tqaDh068Pfff9OrVy8WL17MvXv3WL16NRqNhnr16qn8TIQhzZ8/nz59+pAxY0auX7+Ora2t2iH9kOvXr9O4cWPu3LmDmZkZ8+fPp127dgbrf+PGjXTo0IGQkBDs7Ozw9PQ02Kreb968oXnz5ly9epVz584poxMNnUCPuVHSv39/oqOjKV26NJs3b471aEg/Pz+aNWumlH0aM2YMQ4cOTZZlGIQQCe/Zs2cEBQXx4sWLRPMZKq5i3m+fPHmiciQJp0mTJjRp0kTtMIQQBpI7d24WL15Mnjx5EtV3XCGE+F5lypQhMDBQSrmIb9q9e7cyY0GS6F/23Un0VKlSYW9vT5cuXb5r/w0bNnDx4sVYB2ZIGTNmZP/+/fz++++cP38egBIlSjBv3jwcHR3ZtGkT3t7eFCtWjHTp0rFq1Spu3LhBuXLlgA+JuMyZMxt0hK9QX9u2bVm8eDG//fabUgIlqVi7di2dOnXi3bt3ZMuWjY0bN/LLL78YpO+IiAgGDRrEjBkzAKhSpQrr1q3Dzs7OIP3Dh/cTPz8/goODuXHjRrxN8Z8+fTpubm4AtGnThgULFmBubh6rvs6fP8+vv/7KkydPSJs2LatWraJBgwaGDFcIkcJ8fANOq9VStGhRrl69yrt371SMyrBi1phJSSPRhRDJi4WFBR07dlQ7DCGEiLWRI0eqHYIQycJ3J9ELFy7M48ePGThw4Hftf+vWrUSTRAcoUqQIZ8+e5e3btxgbG+uVXjAxMdFLhm3cuJFWrVrh6+sLfKhtuX79eoPWgBbquHTpEsWKFQMgTZo0nDx5EhOTpLU0wMKFC+ncuTMANWrUYO3atQa7CfDy5UuaN2+ujLR2d3dnwoQJBv83srCwYMuWLQQHB1O4cGGD9v2xtm3b4uHhQa9evejdu3esRw6tXLmSzp07ExYWxs8//8yWLVukvJMQIs7Cw8OV3yMjIzE3N6dQoUIqRmR4MTdJnz9/rnIkCSskJIR79+6RP39+zMzM1A5HCCGEECqoU6eOUh5DiLhasGABISEhWFpaKjkhQ5o7dy7R0dEYGxsbvO/k4rszYyVLluTChQs8efKEbNmyxWdM8SpdunT/uU/lypV5+PAht27dwsjIKNl9oU2phg0bxvjx41m1ahWurq4ASS6BDtCsWTOmTZtGs2bNGDVqlMHe4E6cOEHTpk3x9fUlbdq0rFixgkaNGhmk78jISNzd3fnll19o3bo1AA4ODgbp+1OPHz8me/bsAGTKlInr16+TOnXqWPUVFRXFwIEDmT59OgB169Zl9erVMg1OCGFwixYtUjuEeBFzk/fVq1cqR5KwsmfPzps3b7h27RoFCxZUOxwhRBw9ffqUy5cvY29vT/HixdUORwiRREhJDGFIXl5eSrmV+Eii58iRw+B9JjffXci3UqVKZM+enbt3737X/hUrVqRt27axDkxtqVKlokiRIpJAT0Zips3fvHlT5Uh+3L1799DpdMCHG0EXLlxg7NixBkmg63Q65syZQ5UqVfD19aVAgQKcOXPGYAl0gGXLljFz5kw6d+4cr4tnLF++nJ9//pnly5crbbFNoL958wYXFxclgT506FC2bt0qCXQhhMFERkYCH65PGTJk4OzZsyxdulQpPZccZMmSBUh55VxinvfTp09VjkQIYQjz5s2jXr16zJ8/X+1QhBBCCKGS706iu7q68vDhQ6pXr/5d+//+++8sXbo01oEZ2rv/Y++uw6JY38ePvxfEQPSoCCr2sfVjdx07MRAU7MAWu7u7Cz1i61EUUcTA7kDsbmylQZGOnd8f/Ha+YguzLPG8rovrnJ2dfeZeidm553nuOyyMyZMnU7FiRbJly4aBgQH6+vrf/UqJs5MTwt7entKlS1O1alVdh5Ikpk2bxokTJ5g9e7auQ/ltkiTh4OBAmTJlsLe3l7cbGhoqMn5oaCjdunVjyJAhxMTE0KFDBzw8PBQvVWJra0v79u3Zvn27Vhq4xsTEMHLkSHr27ElkZCRHjx6VbzokxIMHD6hatSonTpzA0NCQPXv2MHv2bNFAVBCERPn6vBsbGwuAgYEBKpWKQ4cOYWtry8aNG3UZpqI0M9G9vb11HEnS0iTR01oZG0FIrcqUKUP58uXlPg9CypHWrnkF4XsmT57M4MGDmTx5sq5DEYQULU1kiz99+kStWrV4/PgxQKKSa6mJnZ0ddnZ2BAcHp8rZtbt37+bAgQNs374dPT099PX1ady4sa7D+m0REREMGTJEXuJ/4cIF7OzsElzX+2uPHz+mffv2PHjwAH19fRYtWsTw4cMVGV+tVuPs7Ez79u3lf/s9e/YoEPW3AgMDsbGx4eTJkwBMnTqVadOmJfh9HDhwgC5duhASEkLBggVxdXWlfPnySoYsCEIa9fV5NyYmBoj7XDJ58mSKFStGixYtUtXfnDx58gBxn8UiIyPTTH1wTTNuTX8dQRBStk6dOtGpUyddhyEkQGq/5hWE33Hz5k25DIgg/Mjdu3eJjo7GwMCAcuXK6TqcZClNJNGnTZsml/DInz8/TZs2JXfu3Glmxnla9P79e3r06EFkZCQtW7aUa6CnFG/evMHKyorr16+jp6fHnDlzGDdunGIJ9P3799O1a1dCQ0PJnTs3u3btol69eoqMLUkSnTp1wsnJiXnz5jF+/HhFxv2ehw8f0qZNGzw9PTE0NGTbtm1YWVklaCxJkpg7d658d75+/frs2bOHnDlzKhmyIAiCTFPOJSoqin379vHw4UN69Oih46iUlSNHDtKlS0dMTAz+/v7yDO3UTsxEFwRBEATBysoKPz8/TExM2Lt3r67DEYSfGj9+vHyzxc3NTdfhJEtpIovs7OyMSqWiWrVqnDt3jvTp0+s6JEHL8ubNy5o1a3jy5AkdO3bUdTh/5MSJE9jY2BAUFISxsTE7d+6kadOmioytVquZMWMGs2bNQpIkGjRogKOjI7ly5VJkfACVSkXjxo1xdXXVagLaz8+PWrVq8enTp0TPGA8LC8PW1pbdu3cDcTNWli1bhoGBgZIhC4IgxKNJokPc36HUSKVSYWxsjI+PD35+fmkmia45r2qzD4ggCIIgCMlbeHg4YWFhhIeH6zQOZ2dnJElSbFKeIKRVihT4PX/+PE+fPlViKK34+PEjAL169UqxCfS1a9dSqVIlDAwMmD59+m8/l5Y8f/48XuMyW1tbFixYoEjzzaTy7t07WrVqRVBQEFWrVuX69euKJdCDgoJo06YNM2fORJIkBg8ezPHjxxVJoEuSJP+eAfTp04fHjx/Tp0+fRI/9IyYmJgwfPpx//vmHa9euJTiB/vbtW+rWrcvu3bsxMDBg3bp1rF69WiTQBUHQ+rk3KipK/v/Q0NBERJq8aW6o+vv76ziSpKN5zyKJLgiph52dHcWKFeP48eO6DkUQBOGPGBoakjlzZsV6qwmpU4cOHejZsycdOnTQdSjJliJJ9Pr167NgwQIlhtKKChUqAJAxY0bdBpIIefLkYcaMGVhYWPzRc2nFpUuXqFq1Ku3atdP5Xd7EyJcvH/PmzcPW1pYLFy5QqFAhRca9d+8elStX5vDhw2TIkIGtW7eyatUqRUoaBQYGYmFhQdOmTeWEkEqlUiz2L4WHh+Pj4yM/njp1KidPnpQb1/0pd3d3qlatys2bN8mZMyenTp2iX79+SoUrCEIKp+1zr6YmOsT9fXN2dqZ48eL07t07wWMmR8bGxgAEBAToOJKkU7ZsWQYPHkzXrl11HYogCAp59+4dz58/59mzZ7oORRAEQRAU16tXLwYPHkyvXr10HUqypVg5l+TcrHPcuHG0bdsWZ2dnunfvrutwEkRzke7q6vpHz6UVefPmlRtYhoSEkClTJl2H9Ns8PT2RJImiRYsCMGLECADFllrt2bOHXr16ERoayt9//42zszMVK1ZUZGyImz158eJFQkJC8PDwoG7duoqN/aX3799jYWGBJEmcP38eQ0ND9PT00NNL2L3Abdu20bdvX6KioihbtiwHDhzQSuJfEISUS9vn3i+T6KGhoYSEhPDs2TMKFCiQ4DGTI00jty9XLKV2ZcuWZdWqVboOQxAEBU2ZMoWRI0dSpkwZXYciCIIgCIIOKDITPblr3bo1M2bM4PDhw8ydO1frx/v8+TNjx46ladOmmJiYoFKpfrjUOyQkhOHDh2NmZkbGjBmpUKECu3bt0nqMqU2hQoU4deoUZ86cSfCsZF04cuQIlStXpk2bNgQHBwNxyXMlEugxMTGMHj0aa2trQkNDady4MdeuXVM0gQ5xzXp37dqFu7u71hLoHh4ecnmbly9fJmoGUGxsLOPGjaNHjx5ERUXRrl07Ll++LBLogpDCpcRz79d10Bs3bszFixdTXfI1R44cQFxZMUEQhJSqSpUq1KtXTzSdFwQhxTl9+jRubm6cPn1a16EIiVCpUiVq1KhBpUqVdB1KmpUmkuj6+vryhfSUKVPQ19f/6VdiS1wEBATg4OBAZGTkL5d5W1pasnXrVqZNm8aRI0eoWrUqnTp1YufOnYmKIbX7+PEjFhYW3L59W95WoUKFFFOyR61WM3v2bMzNzfn06RPZsmVTtKmcv78/TZo0YcmSJQCMGTOGI0eOyImMxPD29sbc3JwbN27I25o0aaK1P+Tbtm2jXr16eHl58b///S9R9c+Dg4Np27YtCxcuBGDixIk4OztjZGSkZMiCIOhASjz3RkRExHtsZGRE7dq1KVWqVJLGoW3ZsmUD0tZMdIhbQfXgwYN4DWQFQRAEQRCS2uLFi5k6dSqLFy/WdShCIsyePZvVq1cze/ZsXYeSZilWziU5S+pSMwULFiQoKAiVSoW/vz8bNmz47n5ubm6cOHGCnTt30qlTJwAaNGjA69evGTNmDDY2NlppihkZGUlkZKT8WDMDOiWZNGkSrq6uPH36lHv37qWo5qHBwcF0795dLgHQv39/VqxYQYYMGRQZ/8aNG1haWvLmzRuyZMnCpk2baN++vSJjQ1zi2c3NjQ8fPnDz5k2tdfiOiYlh/Pjx8o2Atm3bsn37drJkyZKg8V68eEHr1q15+PAhGTNmZNOmTfLvnSAIKV9yPvf+6LyrSaJXq1aNvXv3kjVrVkWPm1xobuAGBgbqOJKkVaxYMcLDw3nx4gWFCxfWdTiCICRSWFgYp0+fJjAwMMWWCBUEQRCEH+nWrRsBAQEYGxuzfft2XYeTLKWJJPq0adOS9Hi/m1R0cXHByMjom863vXr1onPnznh4eFCrVi3F45s3bx4zZsxQfNykNHv2bB49esTSpUtTVAL9yZMntGvXjkePHpE+fXrWrFmjaAO5TZs2MWjQICIjIylatCiurq6ULl1asfEh7i62r68vixYt0loCHWD06NGsWLECgMmTJzNjxowE1z8/c+YM7du3JzAwkLx587J//36qVKmiZLiCIOhYcj73/ui8q2nGbGxsTL58+YiOjsbV1ZWgoCB69OiRos5vP5M9e3Yg7c1Ez5o1K+Hh4Xz69EnXoQiCoAB/f39at26NgYEB3bp10+rnYEEQBCUNHDiQ8PDwFNU7Tkh6AQEB+Pr66jqMZE0k0XXo/v37lCpV6pvyMeXKlZOf11zIx8TEEBMTQ2xsLDExMURERGBgYIC+vv5Pn/ueCRMmMHLkSPlxcHAw+fPn19K7VM7du3flf5vs2bNz6tSpFPfhddSoUTx69AgzMzNcXFyoVq2aIuNGRUUxfPhw1q5dC0CrVq3Yvn27vIQ+Md6/f8+xY8ewtbUF4mYUHjp0KNHj/sqIESNwdXVl4cKF3yS7fpckSaxZs4Zhw4YRGxtLlSpVcHV1xczMTOFoBUFIKXRx7v3ReVczO12zEkmSJCwtLYG4xqVKlOBKDtJiY1GIS6L7+Pjw+fNnXYciCIICTE1NqVmzJlmzZiUiIkIkowRBSDFat26t6xCEFMDY2Djef4VvpYma6MlVQEDAdy+QNdsCAgLkbbNnzyZTpkxs2bKFOXPmkClTJnl5xc+e+54MGTKQNWvWeF/JWUxMDMOGDaNChQocPnxY3p7SEugA69evp0OHDty4cUOxBLqPjw9NmjRh7dq1qFQqZs+ejaurqyIJdG9vb8qXL0+fPn04ceJE4oP9BU9PT/n/CxYsyJMnTxKcQI+KiqJ///4MHjyY2NhYunbtyvnz50UCXRDSOF2ce3903tXUyn7+/DmjRo3C39+funXr0qZNG2JiYhR937qkSaKnxPJxiaHptxESEqLjSARBUELGjBm5fPkyR48eFQl0QRB+y4QJE5g/fz4TJkzQdShCKjBgwACsra0ZMGCAVsbfvn07bm5uopTLT6TKJHpQUJCuQ/htP0sEf/nc9OnTkSQp3lfPnj1/+VxqoFKp+Pz5M5Ik8eDBA12H80c+fvzI5s2b5cd58uTBycmJ3LlzKzL+tWvXqFKlCufPnydLliy4uroyadKkBJc9+Vru3Llp3749FSpU0Go9V0mSmDNnDiVKlODAgQPy9vTp0ydoPF9fXxo1asT69etRqVQsWLCAbdu2iQseQRCA5HPu1dRE9/T0ZOnSpfj6+nL+/HlcXV0xNTX94/eVXGmSyWltRramh4dIoguCIAhC2lS3bl0aN25M3bp1dR2KkAq8efOGFy9e8ObNG12HkmaluiR6t27dyJkzZ7w60/r6+n/09fUSb20xNjaON+NNQ9N4K7Us404sfX19NmzYgIeHB2PHjtV1OL/t8ePHVKlSBVtbW3bt2qX4+Js3b6Zu3bq8e/eOEiVKcO3aNUWWafn4+BAeHi4/Xr58Oe7u7hQtWjTRY39PSEgI1tbWTJ48mdjYWC5evJio8W7evEmVKlW4ePEiWbNm5dChQ4wdOzZFrlwQBEF5yencq5ltrrnxqamRntpokuhhYWE6jiRpGRoaAhAaGqrjSARBEARBEARBSKxUl0Q/fPgwkiTFq9n89Uyx3/lKCmXLluXRo0ffLNm+d+8eAP/73/+SJI7k6Pr160ycOFH+Xujp6SlW/iQpuLm5UaNGDTw9PSlYsCDFixdXbOzo6GgGDRqEra0tkZGRtGnThqtXr1KiRIlEj33x4kUqVqzIkCFD5G0ZM2aU6/Uq7cWLF9SqVQtnZ2cMDAxwcHBg4cKFCR5v586d1K5dm7dv31KsWDE8PDxo2bKlghELgpDSJadzr6YmulKrh5IrzSqgtDYjW7OaSvN9FgQh5TM3N6dMmTLcunVL16Eka5Ik4efnp+swBEH4/1q2bEmVKlXEtbEgJJIiU65z5MghL1nVtU2bNrFx40b69+8vb0uujUXbtWvH+vXr2bt3LzY2NvL2rVu3YmZmRvXq1XUYne74+vpSv359QkNDKVq0qNzQMiXQlCWZOnUqkiRRp04d9u3bh4mJiSLje3t7Y21tzYULF1CpVMyYMUPR8i0RERH4+Pjg7u7Op0+f5Dq22nDq1Cmsra0JDAwkV65c7N27l9q1aydorJiYGMaPH8+SJUuAuA8JO3bsUKQuvCAIqUtyOvdqaqJrVsrExsbSr18/zp8/z6JFi1JNEyhNDfi0lkRv3LgxxYsXp2rVqroORRAEhTx9+pTnz5+nuZU1fyIiIoIePXrw+PFjPDw8yJgxIxC3Srdfv35cv36dcuXKsXHjRsqUKSO/LioqinHjxrFlyxYMDQ2ZPHkyAwcOjDf2gQMHGDt2LO/evcPc3BwHBwetXq8IQmI9evSI6OhoDAwMKFWqlK7DEYSf2rx5M6GhoWTOnJlevXrpOpxkSZEkur+/vxLDKMLCwgILC4t423SRRD9y5AihoaFy/c+HDx/i7OwMxCX4DA0NadGiBU2aNGHgwIEEBwdTtGhRHB0dOXr0KP/99x/6+vpJHndyYGpqyuzZszl58iTt27fXdTi/LSQkBFtbW/bs2QPAwIEDWb58eYLren/typUrtGvXDm9vb4yMjHB0dKRVq1aKjK3RuHFj9u/fT8OGDcmcObOiY3/pwYMHNG3aFLVaTdWqVdm3bx/58uVL0Fj+/v507NiRU6dOAXHNW2bNmpVmf38EIS1Laefe7zUP/fDhA0+ePMHX1zfJ4tA2zUz0iIgI1Gp1qp95r/Hlqi5BEFKHTZs2oVarKVu2rK5DSZZiY2Oxtrbm4MGD2NnZyX/vg4KCaNy4MUZGRkyfPp3t27fTvHlz7t+/LyfBR4wYwfr16xk1ahTe3t4MGjQIU1NTrKysAHB3d8fKyopGjRrRrVs3lixZQteuXTl48KDO3q8g/MqoUaPw9fXF1NQUNzc3ncVRsmRJcuXKRfbs2XUWg5D87dmzR/55FUn0H5AErShYsKAEfPfr5cuX8n6fP3+Whg4dKuXOnVtKnz69VK5cOcnR0TFJY/306ZMESJ8+fUrS434pKChI8vPzkx+r1WopNjZWZ/EkxOHDhyVAMjAwkBwcHBQd+7///pMyZswoAVLp0qWlJ0+eKDLu48ePpRYtWsT7t08qdnZ2Us+ePaXw8PAEj3Hz5k35dy1z5szSnj17FIxQEFKu5PB3XRdSyrlX8/0ZOHCgBEhZs2aVAMnDw0O6e/eudO7cOcnLyyvJ4tE2zfsFpLCwMF2HIwiCoLi0et792uTJkyVAmjlzZrzt06dPl1QqlfTs2TNJkiTpxYsXkp6enjRr1ixJkiTJ09NT0tfXl6ZMmSK/pkGDBlLRokXlx/Xr15f+/vtvKSoqSpIkSdq6dasESBcuXPit2MT3SPhSixYtpMqVK0stWrRIFccRUp6E/Gxo++cppf286uLvutY6aL548YKOHTsydepUxWfLKu38+fNcu3aNQoUK0a5dO0VmSL169eq39jMyMmLFihWsWLEi0cdMqV68eEGzZs3Ily8fJ06cIF26dKhUqhTXCLJly5YsWLCA2rVrJ7gsyddiYmIYN24cS5cuBaBVq1Y4OjrKTdoSQ5IkOnfuzM2bNxkxYgTbt29P9Jg/8/r1awwNDeXSNitWrEBPTy/B3+ft27fTr18/IiIiKFq0KC4uLmm6j4AgCCnv3BsbGwv8X030mJiYVDm7UTMTHSA8PDze49QsPDwcPz8/0qdPT+7cuXUdjiAIglY9efKE+fPn06ZNG6ZMmRLvOWdnZypXrkzRokUBKFy4MBUrVsTJyYnJkyfj4uJCbGxsvDJrlpaWDBkyhJs3b5I/f37OnTvHqFGjMDAwAKBt27bo6+vj5OREnTp1ku6NCkIS6t27N15eXmTNmpVdu3bFe27Hjh3s2LEDgFmzZlG5cmX5uQ8fPtCnTx8A6tevz9ixY5MuaCHFmj9/vlx+SPg+ra2nnTRpEtevX6dt27YcO3ZMW4f5LR8+fKB48eIUKVIEV1dXebtaraZr1640aNCAsWPHYm1tTYMGDYiKitJhtGlPeHg43t7evHjxgnfv3uk6nN8mSRKrV6/m/fv38raxY8cqlkAPDAykZcuWcgJ98uTJuLq6KpJAh7gavFu2bKFFixYsWrRIkTF/5PTp01SpUoWOHTvK5Qv09fUTlECPjo5m6NChdO/enYiICFq2bMnVq1dFAl0QhBRHrVYDYGtry/Xr1yldurSOI9IOAwMD+UZBWmqyOWXKFAoWLCifxwVBSNnUajU7duzgxIkTck8L4f8sXbqU2NhYFi1aREBAgHyjODIykkePHlGxYsV4+1esWJGHDx8SFRXFrVu3MDAwiFcjXbP/rVu3uHPnDpIkxRvjr7/+onDhwj9s8hoZGUlwcHC8L0FIaQICAvD19f1uCeXQ0FB8fX3x9fX9JocVGxsrP6cpcygIv1KuXDkqV65MuXLldB1KsqW1JLqbmxsqlQoLCwuaNWumrcP8ltWrV/P8+XNiYmLiNekaNWoUO3fuRJIk+evixYusXr1ah9EmHXt7e0qXLq3zhldlypRh//79XLlyhUKFCuk0lt8VGRlJ7969GTJkCFZWVop/kL516xaVKlXixIkTGBoa4uTkxKxZsxK9SuLTp09cvXpVfly2bFnc3Ny0NkNOkiRWrlxJ06ZN8ff35+PHj3z8+DHB43l5edGoUSNWrVoFxCUoDh48KGq7CYKQInx93tUk0bNkyULlypXJli0bFy9eZN++fbx580aXoSpO0x8kLU1USIvvWRBSs8DAQLp27UrTpk11HUqyI0kS+/btI1OmTNSpU4ecOXNiamrKli1b5IR6jhw54r0mR44cxMbGyknC7z0PyInAL7d9uc+PeojMmzePv/76S/7Knz+/Um9XELTCwcGBpUuX4uDgIG8zNjbG1NSUnDlzfrN/5syZMTU1xdTU9Js+bPr6+vJzWbJk0XrsgpBWaK2cS44cOQgJCUkWjSEPHTqESqWiS5cuchLS3d2dlStXolKpGDJkCD179qRHjx7cu3eP7du3M3LkSB1HrX12dnbY2dkRHBycpF3NY2JimDp1Kra2tvKSvkaNGiXZ8RPrw4cPWFpa4uHhgZ6eHl26dCFdOuV+lfbt20e3bt0ICwvj77//xsXFRZE7ga9fv6Zx48b4+/tz9epVihUrpkC0PxYWFsaAAQPkMjHdunVj3bp1CV7Gf/nyZdq3b4+XlxdZsmRh+/bttG3bVsmQBUEQtOrr864mif7lDdI5c+Zw9OhRtmzZQo8ePXQVquI058m0NHtTsxQ2Lb1nQUjNYmNjadq0KQEBAWKp+1c8PT3x9/fHxMSEMWPGkDt3bpYsWULv3r05c+YMEJdo/x7NytRfPf+jfX60snXChAnxrumDg4NFIl2I5+XLl7x584aWLVtSsmTJb1aOjRw5ksePH/9ynC5dutClSxf5cVhYmJwH+94M8h/Zv3+/3NSxX79+AGzcuPG3j/slMzMznTYyFbSjT58+aao0YnKktST65MmT6du3L8+fP9fWIX6bJoYKFSoAcSffYcOGIUkSlSpVYvny5QAMGzaMPn364OnpqaNI04YpU6Ywf/58nJ2duXfvHhkyZNB1SL/t0qVLWFlZ4ePjQ44cOXB0dFRsNoparWbatGnMnj0bgKZNm7J7926yZcumyPi5c+fG1NSUqKgoQkJCFBnzR169ekW7du24ffs2+vr6LFy4kBEjRiSofIskSfz7778MGzaM6OhoSpcujYuLC8WLF9dC5IIgCElHkwy4dOkS06dPp3///pQpU4bPnz+nuhrahoaGhISEEB4erutQkoy+vj7wf7XvBUFI2XLlyqXzMqXJlZ+fHwAzZsxg4MCBQNwkqfz587Njxw5UKhWBgYHxXhMQEIC+vj45cuTA2NiYoKCgb54HMDExwdjYGOC7Y+TJk+e7MWXIkCFFXWcKSS8mJoaYmBh8fX3JlSvXN88HBQX9cKXDl0JDQ+M9liTpt14nCH/K0tJSq+O/fv2a2NhY9PX1KViwoFaPlVJpLYneu3dv/Pz8mDdvHtWrV9fpsresWbPi5+cn19tes2YN169fR6VSyWUh4P9mgmXOnFkncaYVw4cPx8XFhblz56aoDzabN29m4MCBREZGUrZsWfbt2yfPpE+s4OBgunbtysGDB4G4f6NFixYleoa7Wq2Wm7RmyJCBffv2oaenJzf31AZJkujUqRO3b9/GxMQEJycn6tevn6CxIiIiGDRoEJs3bwagffv2bNq0SSxJEwQhVbly5QrHjx+nVatWLF68WNfhaEVanJWdMWNGIO5cJgiCkJqZmpoC8ctXmZmZYWxszIcPHyhatCi3b9+O95qbN29SsmRJ0qdPT9myZdm1axcPHjyQ66LfvHkTgPLly2NmZgbA7du35Zm3QUFBvHr1iubNm2v77QmpnJ6e3nfLg2bPnl3+2f6Zr/NHKpXqm9dpbgT9zJIlS0RTR0GnBg4cKK+GECsZvk9rSfRt27ZhZmaGlZUVLVq0oGHDhjRo0IC8efP+cDZq9+7dtRJLpUqVOHr0KNOnT+fChQscPnwYlUpF7969qVmzprzfqVOnAChSpIhW4kjLvL295Vl1uXLl4v79+4qWQNG2iIgIFi9eTGRkJG3btmXHjh2K3Wx5+vQpFhYWPHr0iAwZMuDg4KDI70JQUBBdu3alVatW8oyQ791hV5pKpWLDhg0MHjyYbdu2JXjZ5Lt372jXrh3Xr19HT0+PefPmMWbMmATNZhcEQUjONGVdvq5nmZpoZmVrmkunBZrJGZrvryAIQmpVqFAhTExMcHV1ZdiwYUDcanB/f39Kly5NqVKlWLJkCS9evODvv//m2bNn3L59m2nTpgHQtm1bJk2axJ49e+QkupOTE4ULF6Zy5cqoVCqqVq3K/v37mTdvHunSpWPv3r3ExsbSoUMHnb1vIXXImTPnd5uAJ7QxuKGhYYISkKVKlUrQ8QRBSDpay2L27NkzXn2z06dPc/r06R/ur1KptJZEnzx5MsePHyckJIQDBw4gSRLly5eXy7hAXD2sPXv2oFKpRJ1lhTk4ODB8+HCOHDlCvXr1AFJUAh3iZpMdPnwYJycnRo8enegGnxpubm506tSJ4OBg8ubNi4uLi2KNXh0dHXFzc+PSpUt06tRJsbIw3xMeHo67uzsNGzYE4prFauofJsTFixdp3769XDZn9+7dNG7cWKlwBUEQkoWv68Cm5puEaXEmuqZeZVhYmI4jEQRBCd27d+fOnTvMmTOHVq1a6TqcZEVfX5+pU6cyZMgQzM3NqV27Nps2bSJr1qwMHz4clUrFpk2bMDc3p2fPnmzevJncuXMzZMgQIO7aoXPnzsybN4+oqChevXrFpUuXcHR0lM+Ns2fPpnnz5rRp04YaNWqwZMkSmjVrJl9fCoIgpHb+/v6o1Wr09PS+22w2sZo1a0ZwcDBZs2ZVfOzUQquZzC8bf/yoUUhSqFWrFvv27WPRokUEBwfTtGlTJk+ejKGhobzPwoULyZQpEzlz5qR///46izW1kSSJM2fOEB4ezr59+1LUh5yHDx9y5coVbG1tgbgZFmPHjlVkbLVazcKFC5k4cSKSJFG7dm2cnZ0VrYE7cOBAnj9/Tvfu3bWaQH/79i3t2rXjzp07nD59mrp16yZ4LEmSWLNmDcOHDycmJoayZcvi6upK4cKFFYxYEAQhefkymd6gQQNCQkJwdHRUrGRYcpAWk+glSpSgf//+1K5dW9ehCIKggMuXL+Pp6ZmiylEmpcGDBxMeHs6qVas4efIkVatWZdeuXXLN8uPHjzNgwACmTZtGxYoVcXZ2JkeOHPLr169fj6GhIatXryZLlizY29vTsWNH+fmmTZuyfft2pkyZwrlz52jVqhXr1q1L8vcpCIKgK927d9dquRXNSiLhx7SWRH/58qW2hk6QNm3a0KZNmx8+v3btWtauXZuEEaUNmlkHjRo1onfv3roO57cdPXoUGxsbPn/+jJmZmaK19kJCQujatSuurq4A9OvXj1WrViV6GX90dDSbN2+md+/e6Ovro1KpErwE7XddunQJS0tLfH19MTY2TlTztMjISOzs7OQO5DY2NmzcuFH0KBAEIdXSJM815T709fW5ceMGnz9/1unkA23QrEBLS+VcGjduLFZRCUIqcuLECe7fv0/16tV1HcofUavVhISEAGh9duGYMWMYM2bMd5+rVKkSV69e/eFrDQ0NWb9+PevXr//hPl26dJFrogtCavP8+XNiYmJIly5dqppIIQipidaS6GZmZqIhQhr1/v17XFxcGDx4MBC3nLlPnz46jur3SJLE0qVLGTt2LGq1mrp161KlShXFxn/69Clt27bl8ePHZMiQgZUrV9KvX79EjytJEm3atOHo0aM8e/aMRYsWKRDtz23cuJGBAwcSHR1N+fLl2b9/P4UKFUrQWN7e3lhaWuLu7o5KpWLBggWMHj06VZc2EARB0JQG0yTM9fT0cHNzIzAwkHz58ukyNMVpZm5GRkbqOBJBEISEKVy4cLJbHbly5UoAWrdu/cPYoqKiKFasGP7+/qxfv15eZSsIQvIydOhQ0dRREJI5ZQo7f0fBggVZuHAhwcHB2jrEH3n//j1v3rzh48eP8baHhoYyc+ZMWrduzZAhQ3j79q1uAkwlPn36RI0aNRgyZAj//fefrsP5IxEREfTs2ZPRo0ejVqvp3bs3J06cUKzW1PHjx6levTqPHz/GzMyMM2fOKJJAh7jZjD179iRr1qzxmuVqQ0xMDEOGDKFPnz5ER0fTvn17Ll26lOAE+o0bN6hSpQru7u5ky5aNI0eOiAaigiCkSWq1mjp16tCmTRu5nnZq8XX997QgKioKPz8/AgICdB2KIAip1PDhwxkxYgT37t374T4ZM2akZ8+eSJLE5s2bkzA6QRAEQUhdtJZE9/b2ZsKECRQoUIDx48fj5eWlrUP90o0bN8ifPz+FCxfm5s2b8nY/Pz+qVq3KjBkzcHNzY82aNVSvXh0fHx+dxZqU7O3tKV26tGKNLAH++usvevXqRcmSJVNUDVBvb2/q16/Ptm3b0NfXZ8WKFaxfv16RmodqtZoZM2bQvHlzPn78SM2aNbl582aik91qtRo/Pz/5sY2NDS9evMDS0jKxIf/Url27WL16NQAzZ87EyckpwSVXdu/eTd26dXn//j0lS5bEw8ODZs2aKRmuIAhCsvH1eVeTWO7evTvXrl1LdjMclWRkZAQglxRICw4cOICpqSnt2rXTdSiCICTSzJkz2bx58zcTslKKcuXKAfDo0SMdRyIIyUeOHDnInz9/sikR1KpVKzp06CAaFws6M2TIELp06SI3fRa+pbUkeqlSpZAkieDgYBYtWsTff/9Nv379ePr0qbYO+UOaWueVK1emYcOG8vbOnTvz+PFjIC75K0kSPj4+zJkzJ8lj1AU7OzsePnzItWvXEj3WlzPLZsyYgYeHR4pKBri5ueHh4UH27Nk5evQoQ4cOVWQm9OfPn+ncuTPTp09HkiT69u3L6dOnyZUrV6LGDQoKol27djRo0IDQ0FB5u7GxcWJD/qUuXbrQt29fXFxcmDJlSoL+nSRJYsaMGXTs2JHw8HBatmzJlStXKF68uBYiFgRBSB6+Pu9q/n6amJhQpUoVJEniwIEDnDx5UpdhaoW+vj5AonpnpDSaOvBpqZmqIKRGHz58YPr06dja2qbYG4Gaa96IiAgdRyIIyYexsTEFChRINkn0QYMGMW7cOAYNGqTrUIQ0ytPTkydPnuDp6anrUJItrdVEf/DgAYcPH2bJkiWcPXuWyMhINm7cyKZNm7CwsGDs2LFUq1ZNW4eP59SpU6hUKtq3by9v27Ztm7x99+7dtG/fnrZt23Lw4EGOHTuWJHGlFuvXr+fs2bPyLG6VSqX1pjVKs7W1xcvLC2tra4oVK6bImE+ePMHc3BxPT0/SpUuHg4MDvXr1UmTsqKgorl69SmBgIB4eHvFuDmnD2bNnqVKlCkZGRqhUKhwcHBI8VmhoKD179sTZ2RmAUaNGsWDBAjnBIgiCkFZoaqJrGot6eXnRtm1bsmTJkmzK4SklLddET0slbAQhNdLT02PSpEm8ffs2WfSruH37NgcOHIi3bdeuXdy+ffubfWNjY3ny5An79u1DpVIpugJZEARBSF3SpUuHgYGBPBFE+JZW/2XMzc0xNzfn1q1bLFy4kL179xITE4OLiwsuLi7Uq1ePcePGab18g6aUjGZmdEhICBMmTEClUtGhQwc5ud6xY0cOHjzIu3fvtBpPavLy5Uvs7OyIjo6mZcuWyeYu7q+o1WqWLFlC7969yZEjBwCTJk1SbPxTp07RoUMHgoKCKFCgAP/99x9169ZVbPxcuXKxZ88eMmXKROXKlRUb92uSJLF8+XJGjx6NhYUFe/bskZM+CfHmzRssLCy4desWBgYGrF27lt69eysYsSAIQsqhmYl+5coV5s+fT7NmzahSpYp8XkpNNB/GY2JidBxJ0kmfPj0gZqILQkqXO3duZs2apeswZOXLl2flypVs2bIFlUqFJEns3r37p6+RJAl9fX2mTp2aRFEKgiAIKc3XN2iFb2mtnMuXKlasiKOjI8+fP2fw4MFA3In83LlztGzZkgoVKuDo6CjPxFJanjx5ALh06RIAw4YNw8vLi0yZMrF48WJ5P03jJ1NTU63EkRoVLlyYXbt2MXHiRDp37qzrcH5LcHCwvBrCxsZG0Z87SZKYP38+TZo0ISgoiBo1anD9+vVEJ9A/f/5Mly5duHjxorytTp06Wk2gR0VF0bdvX0aOHIlarSZbtmyJWobv4eFBtWrVuHXrFiYmJpw+fVok0AVBSNMMDAwAOH/+PBMmTCBbtmxcu3YtVa6I06xQS20z7H9Gk0SPiorScSSCIKQmKpWKjRs3ys1CNYn0730BZM6cmbp163L48GEaNGig4+gFIflQq9XExMQQFham61AEQUghkiSJDnEXEG5ubhw+fBgg3sn+3r17dO3alSJFimBvb094eLiix27QoAGSJLFq1Spy5Mgh37WfM2dOvCV5Li4uqFQqSpYsqejxUxtJkuKdaCwtLZkzZ44iNcS17dmzZ1SrVo2DBw+SIUMGevTokaiZ1V8KCQmha9euTJgwAUmS6N27N6dPn8bExCTRY8+cOZOdO3fSrVu3JJnR5ufnR+PGjdm4cSN6enosXbqUDRs2yAmfP7V9+3b++ecffHx8KFeuHNeuXaNOnToKRy0IgpCyfF3mIyWcRxMqLdZE15wz09Lse0FIbbZs2aJI/yilqVQqNm3aJJeK3L9/P2q1+puv2NhYgoODOXfuHE2bNtVx1IKQvHh6euLh4RGv7K8uDRgwAGtrawYMGKDrUARB+AGtJ9FDQkJYtGgRhQoVws7OjlevXiFJEiVKlGDr1q0sXLiQPHnyIEkSr1+/ZujQoRQsWJBZs2YRGBioSAzTp08nR44cSJLEx48fkSSJ7t27M2zYMHmf8+fPc+bMGQC6deumyHFTI0mSGDlyJPXq1Utx3elPnjxJ9erVefLkCfny5ePChQt07dpVkbFfvXpF7dq12blzJ/r6+qxZs4YNGzaQKVMmRcafNm0aTZs2ZefOnQlOZP+ue/fuUa1aNS5cuEDWrFk5ePAgI0aMSFByJzY2lnHjxtG9e3eioqJo27Ytly5domDBglqIXBAEIWXR3MTVJNNTcxJdMxP906dPOo4k6aTFEjaCkJp8+PCBAQMGUK1atWSZSAfYuHGjWNkpCKnEmzdvePHiBW/evNF1KEIytXbtWpycnFi7dq2uQ0mztFYTPSAggOXLl2Nvb8+nT5/kC8SyZcsyadIkOnToIF8sDhs2jK1bt7J48WKePn2Kv78/06dPZ+HChfTu3Zvly5cnKpYCBQpw69YtHBwcCA4OpmnTppibm8fb5+LFi7Rt25bMmTPTsWPHRB0vNXv79i3bt28nICCAEydO0KFDB12H9EuSJLFw4UImTpyIWq2mevXq7N+/n9y5cysy/unTp7G2tiYgIABTU1OcnZ0TXb4lKiqKI0eO0LZtWwCMjIySZHl/TEwMlpaWvHr1iqJFi3LgwAFKlSqVoLE+ffpE165dOXToEBBXc37mzJmKzfwXBEFIbd6+fUvXrl3JlCkTx48f13U4isqSJQsQN7kircidOzc9evRQ7POGIAhJS09PDxsbG16+fEmVKlV0Hc4POTg4pKm/rYKQWmXKlAlDQ0PFJuIJqY+2JyPu27eP8PBwMmXKhKWlpVaPlVJpLYleoEABIiIi5OR5pUqVmDx5MhYWFt/sa2BgQJ8+fejduzf79u1j4cKFXLt2jdDQUFatWpXoJDpA/vz5f9oQZuLEiYk+RlpQoEABzpw5w+3bt1NEAh3g48ePrF27FrVaTc+ePVm7di0ZM2ZM9LiSJLFo0SImTJiAWq2mcuXKuLi4kD9//kSNGxUVRePGjblw4QJOTk5J+u+cLl06tm3bxuzZs9m+fXuCm9s9f/6ctm3b8vDhQzJmzMimTZvo1KmTwtEKgiCkPhcvXsTQ0FDXYShOc95VumRfclakSBG2bNmi6zAEQUig3Llzs3XrVqKiopL9SiEjIyMg7ronNDT0p6WzChQokFRhCYLwB/bu3avrEIQ0bsOGDfj6+mJqaiqS6D+gtSS65iKpRo0aTJ48mZYtW/7yNSqVCisrK6ysrDhz5gzz58/n5MmT2grxG9OnT+fZs2esXbtWXnYsxAkNDSVz5sxA3GqCsmXL6jii35c9e3aOHDnChQsX6Nu3ryIfgsPDw+nduzeOjo4A9OjRg7Vr1ypy1zh9+vTUqFGDO3fuJMld6NDQUO7cuUOtWrUAqFmzpty7ICGOHz+OjY0NHz9+xMzMDFdX12Q9e0cQBEFXNOcjzYSD3Llzs3v3brJly6bDqLQjLc5EFwQhZVKr1fFWTmqaBCdXHz58YOzYsRw+fPiXzZtVKpUoMSUIgiAICaS1JHrdunWZMmUKjRs3TtDrGzRoQIMGDbhz547Ckf2YmZkZM2fOxNDQkPXr1yfZcXXF3t4ee3v7Xzb52rRpE9OnT+fo0aOULl06iaJLnMuXL/PixQu55nmpUqUSXJbkay9evKBDhw7cvHmTdOnSsXLlSgYMGJDo5PyXH9jnzp3LwIEDKVy4sBIh/9DLly+xsLDg+fPnXL58mfLlyyd4LEmSWL58OaNHj0atVlOjRg327dtHnjx5FIxYEAQh5fr6vPt1TfRMmTJhbW2ts/i0SXNTOCIiQseRJB21Wk14eDjR0dGp8saIIKRGkiTRp08fMmTIwOLFi+VJRMnV+/fvqVatGt7e3t80qxbi/O41ryAIQnJ39OhRIiIiyJgxI82bN1d8/AkTJhAZGUmGDBkUHzu10FoS/dy5c4qMk5ik3pdev37NnDlz8PDwICws7LsnUT8/PwBcXFzSRBLdzs4OOzs7goOD+euvv767T3R0NMuWLePt27fs2bOHadOmJXGUf27t2rUMHToUlUpF8eLFqVatmmJjnzlzhg4dOhAQEEDOnDnZs2cP9evXT9SYarWaqVOn8vLlS/777z9UKhXp0qXTegL91KlTWFtbExgYSK5cuQgLC0vwWGFhYfTv35///vsPAFtbW9asWSP++AqCIHzh6/Ouvr4+AFZWVgwdOpScOXPqOELt0SSiQkNDdRxJ0nn16hVFihTB0NAwTb1vQUjJrl69ypYtW1CpVFhbW9OgQQNdh/RTkydPxsvLC4Dq1avTqlUrcufOLTc2Fn7vmlcQBCElWLlypVxuRRtJ9MT29ksL0sTZ9c2bN1SrVg1/f//fukMvGkD9HwMDA86ePYuDgwPjx4/XdTg/FRkZybBhw1i3bh0A1tbWis2c/7r+eZUqVdi3b1+i658D3L17lwULFhATE0Pv3r1p2LChAhH/mCRJLFu2jDFjxijyXl6/fo2lpSU3b95EX1+fJUuWyDcxBEEQhB/TzETPlSuX/KH11q1beHt7U7NmzVQ1e1lT5z0xN2xTGgMDAyBuQoIgCClD9erVOX78OK9fv072CXQANzc3VCoVzZo1w83NTdfhCIKQCE5OTnIZ3dS6MlEQUro0kUSfMWOGPMu8bNmylC9fnv3791O2bFmKFy8OxDVzdHR0pHbt2mzatEmX4SYLkiTJSVBjY2MmTJig44h+zsvLCysrK9zd3VGpVMydO5dx48YpVv98wIABbNu2DVC2/jlAhQoVWLduHenSpdN6Aj00NJS+ffvKtdy7d+/OunXrEtxo1c3Nja5duxIUFETOnDlxdnamXr16SoYsCIKQammS6F+ujrO2tub58+ecP38+Vc0G0Zwz01JjUc1KA1FCQBCSvy+Xrye0HKkuaEpkiYSbIKR8W7ZskWcZi99pQUie0kQS/cSJE6hUKiwtLdmzZw8QV24iKiqKzZs3x9v38OHD8RrJpEXh4eG0adOGkSNH0qJFC12H80uXL1+mffv2eHl5kS1bNnbu3KlY3K9evcLKykqeZb1ixQrs7OwSPe6zZ8/Inj27vHTf1tY20WP+DgcHBxwdHUmXLh1Lly5l8ODBCbrRoFarmTNnDtOmTUOSJKpVq4aTkxMFCxbUQtSCIAip2927d1m+fDl9+/albNmyZMmSJdV9FtEkp9JSTXRNM0K1Wk1sbKycVBcEIfmIiopiwoQJnD59mjNnzqS4FUDVq1fn1KlTolmoIAiCkGifPn2Se/WJ8lfflyaS6D4+PgBYWFjI27p06ULbtm35+PGj/GGpWbNmODo6MmnSJHbt2qWDSJOHZcuWcfLkSe7evYunpydGRka6DumnLly4gJeXF6VLl8bV1ZWiRYsqMu758+dp3749fn5+GBsb4+TkpMhM8atXr2Jubk6xYsU4deqUYjPaf8eQIUO4ceMG/fv3T/AMx6CgIHr06MHBgwcB6N+/PytXrpSTBYIgCMLv0ZT7uHLlCpcvX8bS0pJ9+/bpOCrt0CTRIyMjdRxJ0vmyL0hkZKRc0kYQhOQjLCyMPXv28PbtW1xcXOjVq5euQ/oj06ZN4/Tp02zbto0+ffroOhxBSFHy5ctH9uzZWbJkia5DAWDq1KlERUWJ62pBZzp16iSvhhAlwr4vTSTRs2bNSmBgYLzZTw0bNiR79uwsWLCAefPmAXGzjgGOHTumizCTjdGjR/P27Vs6dOiQ7BPoAGPHjsXAwIB+/fopEq8kSaxevZoRI0YQGxtLxYoV2b9/PwUKFFAgWsiSJQsxMTFER0cTGhqq1SS6Wq1m/fr19OzZkwwZMpAuXTq5+WdCXL16lQ4dOvDmzRsyZMjA2rVrU9zFhiAIQnKhafym6deS2maff0lTNiwt1UQXSXRBSJ58fX3JmTMnenp6ZMuWje3btxMYGEi7du10Hdofy58/P5MnT2bmzJkMGDCAiRMn/vI1Sl3TCEJKlylTJrJmzUqpUqV0HQoANWrU0HUIgiD8QppIoletWpVjx45x9OhRevfuDYBKpWLo0KFMmDCB9+/fY2hoyJYtWwCSdGZwcpQ+fXrWrl2r6zB+6NWrV0ydOpW1a9eSOXNmVCoVI0eOVGTs8PBwBg4cyNatWwHo3Lkz69evV/TCt1SpUpw5c4aiRYtq9SZFUFAQXbt2xc3NjVu3bvHvv/8meCxJkrC3t2fkyJFER0fz999/s2fPHipVqqRgxIIgCGmLZia6SqVCkqTfan6eUmmS6FFRUTqOJOlobpIAotSCICQT06dPZ8GCBezatYu2bdsCpOh+PoULFwbiziPr169n/fr1P91fpVKJv0eCIAjCd1WvXp1Pnz6JUi4/kXqnPH1h0KBBSJKEi4sL7u7u8vbBgwdTrlw5/vvvP9avXy9f2HXt2lVXoerU3r17k/0F/MmTJ6lYsSLbt29n1KhRio79/v17/vnnH7Zu3Yqenh6LFi3iv//+S3QCXZIklixZwqNHj+RtFSpU0GoC/c6dO1SpUgU3NzcyZsxIrVq1EjxWSEgIXbp0YciQIURHR8s14kUCXRAEIXG+nnkuSRKurq7Ur1//t2YTpiRpsZyL5vurr6+fpt63ICQnAQEB8a5voqOjiYiI4PDhwzqMSjmaG7B/8iUIgiAI3zNt2jSWLl3KtGnTdB1KsqW1meiWlpYATJgwgapVq/7Wazw9PdmxYwf+/v40btyYNm3aKBJLq1atmDp1KqdOnWLZsmVUqFCBTJkykSlTJo4fP87IkSPlZGOXLl2YNWuWIsdNaWxtbXnw4AGLFy/WdSjfkCSJpUuXMm7cOGJjY6levTrjx49XbPwLFy7QoUMHfHx8FK1/DrBixQpGjx7NihUruHfvntbv6u3YsYO+ffsSHh5O4cKF2bt3LxUrVkzQWA8ePMDKyoonT56QLl06Fi5cyPDhwxPUjFQQBEGIT9No8styLsHBwZw7d06epZ5aaOp7RkdH6ziSpJU5c2ZCQ0NFEl0QdMDKygpXV1euXLlClSpVALCzs6Nhw4aKfc7Xtc2bN+s6BEFIsT5//oyenh4XLlxIcL8wJfn7+8tNHXPmzKnrcARB+A6tJdH379+PSqWiZ8+evHnzBldXV1QqFebm5vKysy+5u7vTpEkTwsPDAbC3t2fIkCEsX7480bEEBwczcuRIJk+eHG9pLUDOnDnZtm1boo+REtnb22Nvb09sbCwQt+y4ZcuWOo7qWyEhIfTu3RsnJycAunfvjoODQ7xaowklSRJr165l+PDhREdHU65cOfbv3//dn9GE6tq1Kw4ODgwYMECrCfTo6GjGjBnDihUrAGjevDk7duwgR44cCRpv27ZtDBgwgPDwcPLmzcuuXbuoU6eOkiELgiCkKV+fdzVJdE05l9jYWOrXr8+ePXvIlSuXLkNVnOa9prUyApqbIWntfQtCUvLy8mLlypUEBATg4OAgb9fX1yc2NpZz587JSXQzMzPMzMx0FarievTooesQBCHF8vb2xtvbm3nz5iWLJHr37t1FU0fhp4yNjeP9V0h6Wi/nsmfPHkqVKsXw4cMZNmwYxYsXZ+HChd/sZ2trS1hYGIULF8bY2BhJkli1ahXnzp1LdAzZsmUjR44cv/2HSK1WM2/ePP7++2+yZs2KlZUVHz58SHQcyY2dnR0PHz7k2rVrANy7dy/Zzcp48eIFNWvWxMnJCQMDA9asWcOWLVsUSaBHRERga2uLnZ0d0dHRWFtb4+7urkgCXa1Wy/+fM2dObt68ydChQxM97s+8f/9erus/adIkDh06lKAEekREBP3796dHjx6Eh4fTtGlTbt26JRLogiAIifT1eVdzY1+zuic2Npb8+fPTvn37ZHExpyTNTPTY2Nh458jUTpNET2sz8AVBW3bv3o2NjQ2Ojo7yNkmSmD9/Phs3buTz58/y9unTp/P8+XPFS0AKgiAIgi5s374dNzc3tm/frutQ0iytNxbduXMnxsbGFCxYkMePHxMbG8uECRMoWbKkXK7l5s2bPHnyhDp16nD27FlCQkKoWLEir169YuPGjYo0e5EkiZiYGBYuXMju3btRqVS0bduWMWPGyM2uNBYsWMDkyZPl5dX79+/n8ePH3Lp1S74ITI2S46yMjBkz4ufnR65cuXB2dlYskfvmzRvat2/PtWvX0NPTY8GCBYwaNUqRMiVeXl60adOGWbNm0bx5c4Bvfsa0oVChQjg6OhIVFSU3SvpTnp6e2NjYcOPGDVQqFVOnTmXq1Knf1O0VBEEQEk+TYK1YsSLz588nT548Oo5IezQz0SEukZ5WziuaGyViJrog/Jivry/Pnj3D2NiYkiVLAnFlFurUqcPbt2/x9vaWr8Hu3LmDk5MTxsbGdOrUCYi7hhkxYgQlS5aM91m+dOnSSf9mktibN2/++DUFChTQQiSCICRWnTp1RFNHQacmT57Mx48fyZYtG7Nnz9Z1OMmS1pPoZcqU4fLlyxgZGTFy5Ei5PMuqVavkJPqZM2dQqVQMHjwYPT09smbNSrdu3Zg5c2a8RqCJNWLECN69e4ckSahUKm7dusWBAwc4f/48mTJlAiA0NJTZs2ejr6/PxIkT8fLyYv369Tx+/JgNGzYwaNAgxeIRvk/z/YG4D8UHDhwgX758iiX53d3dadeuHT4+PuTIkQNHR0eaNm2qyNgAS5cu5fr16wwePJhHjx5pta7tjh07yJUrF40bNwagRYsWCR7r4MGDdOvWjU+fPmFsbMyOHTto1qyZUqEKgiAIX9GcH7JkyUKjRo2AuNVAN27cICoqigYNGugyPEV9WU4vJiYm1dV8/xHNrHvRS0RIa4KDg3n37h2GhoYUKlQIiFuRMXDgQLy8vHB2dpavv1atWsXs2bOxs7Nj9erVABgZGfHs2TPCw8N5/fo1xYoVA+J6XeXIkYPatWvHO97SpUuT7s0lI3+6glalUombeoKQTKW2pvJCynPz5k25pJDwfVqbBqSZYTRgwACMjIwAGDt2LBCXJL18+bI80/vixYsA8WYZFy1aFIgrUaGUd+/e0bdvX+bPn0+2bNmQJImbN2+yYMECeZ8zZ84QHh7OoEGDmD59OuvWraN58+ZIksS+ffsUi+VPrF27lkqVKmFgYMD06dPjPefn54e5uTmZM2emePHinDhxQicxKiUoKIjWrVvj7Owsb6tWrZoiCXRN/fN69erh4+NDuXLluHHjhqIJdIA5c+bQt29fjh8/rrUkQWxsLOPGjaNr165YW1vz9u3bBI8VExPDhAkTaNOmDZ8+faJmzZrcunVLJNAFQUjTkuLcqzlHREVFydu8vLyoU6cO5ubmCY49Ofoyiaz5/JcWiHIuQmry4sULXF1duX79urwtJiYGCwsLeQalxtKlSylTpky866x06dKxc+dO3Nzc4pXKLFiwIIUKFZKvGSHub8aRI0d48OCBnIQHqFWrFqNHj6ZmzZpaepcpiyRJf/wlCIIgCELCaG0merZs2QgKCiJbtmzytqxZswJxH4oiIiJ49uwZRYoU4cKFCwCYmJjI+2pqXmuabymha9eu/PvvvwCUKFGCdu3aAXF12zUXyBcuXEClUmFjYyO/rmXLlhw9epR79+4pFsufyJMnDzNmzPhuA1Q7Ozty586Nn58fJ0+exNramufPn6fIRgP379/HwsICT09PPDw8aNGiBZkzZ1Zk7MjISOzs7Ni4cSMAVlZWbNmyJd6H9cS4ceMGlStXBuLqvn7Z1EhpwcHBdOnShUOHDgFxN6oSepPBz8+PTp06cerUKQCGDh3KokWLUnXZIkEQhN+RFOdezWedDx8+sG7dOmxsbDA0NKR06dKprtzJlzeV09IsSD09PTJlypTqvp9C6hEcHMzz58/JnDkzJUqUAOI+Nzds2BAvLy/u3r0rf17etm0bM2bMoF+/fnKjznTp0nHixAnCwsIICAiQyxCYmpqSLVu2eKWcVCoV8+fPx9DQkOzZs8vb+/TpQ58+fb6JTYmSnqnd5s2bf7nPqlWruHXrFiNGjKBs2bJJEJUgCIKgDXPnzpVL/mhj5YKzs3O8yhDCt7SWRC9TpgwXL17kyJEjdO7cGYib5Q3/V65j7ty55M+fn8DAQFQqFZ8/f5YbIfr4+ADKdJ3NkCEDUVFR8WYcN2nSRI7lyZMnhIWFYWhoKCf0NR8iAXLlygXAx48fEx1LQlhYWADg6uoab3tISAj79+/H09MTQ0ND2rRpQ/ny5XF1dcXW1lYHkSbcvn376NGjByEhIRQqVIh9+/YplkD/8OEDlpaWeHh4oKenx7x58xgzZoxifxjmzp3LpEmTWLlyJUOGDFFkzB95+fIlrVu35sGDB2TMmJFNmzbJ9SD/1NWrV2nfvj1v377F0NCQTZs2xbt5JAiCkJYlxblXk1x68+YNAwYMoH79+pQoUYIHDx4o8h6Sky+TyGmpsejLly9FAl1IFmJjYzlx4gR3795l+PDh8oSJBQsWMHfuXAYMGMDatWuBuGunO3fuEBoaipeXl1xKpVixYlSvXp2CBQvGG3vdunVkypQp3oSogQMHfrcM5tChQ7X1FtOkHj16/HIfCwsLKlSowH///aezSWGCIAhC4l28eFGr5VYMDQ21Mm5qorVP9dbW1kiSxM6dO+nXrx9LlizB1tYWlUpF9+7dUalUbN++nblz58p1Mg8fPiy//siRIwBUqFAh0bFokuBfLjEMDg4G4mZESJLEtWvX8PX1lZcnambNQ9xsDIhfz/NHPn/+zNixY2natCkmJiaoVKpvloFrhISEMHz4cMzMzMiYMSMVKlRg165dv/2+nj17hpGREfnz55e3lS1bNkVdfMfGxjJp0iSsrKwICQmhYcOGXLt2jYoVKyoy/qVLl6hQoQIeHh5ky5YNNzc3xo4dq+idNc3PRWJKqvyOy5cvU716dR48eECePHk4f/58ghLokiTh4OBA3bp1efv2LcWLF+fq1asigS4IQoqVUs+9X5f8Ss3L7L9uLJpWiAS6oAs+Pj7s3buX48ePy9tUKhVWVlaMGzeOly9fytuLFi1Krly5yJgxY7wx9uzZw6VLl8iXL5+8rUuXLly5cuWb2W9du3bFysqKLFmyxDuekDz89ddfDBo0CF9f3x+eGwVB0L1x48bRr18/xo0bp+tQBEH4Aa19su/Xrx+VK1dGkiQ2btzI2LFj8fPzo2zZsqxevZpZs2YBULFiRTZs2IAkSQwdOpSFCxfSr18/jhw58k1ZlYSqVasWkiSxevVqOXm+YsUKAPkDo62tLU2bNpWXGH/54dLT0xP4vU7mAQEBODg4EBkZKc9i+xFLS0u2bt3KtGnTOHLkCFWrVqVTp07s3Lnzt95XSEhIvGQ/xCX/Q0JCfuv1uhYdHU3r1q2ZO3cuENf49dixY+TMmVOR8R0cHGjQoAF+fn6UK1eO69eva6XO95gxYzh9+jQLFy5UfOwvbdq0CT8/PypVqsTVq1epWrXqH48RERFB37596d+/P1FRUbRr146rV69SpkwZLUQsCIKQNFLquffLxDKk7uRyWp2JLgja5u/vj5ubW7wVs/v376d9+/YsWbJE3qanp0ebNm2wsbGJl+Du2bMn3t7eLFu2LN64LVq0oFatWnLzTyFl09wM2b9/v24DEQThh+7du8fNmzfFihFBSMa0Vs7FwMCA06dPM3PmTE6cOIGenh4NGzZk0qRJGBkZMWHCBAYNGkTWrFlRq9WsXLmSmzdvMmHCBHmMGjVq0L1790THMnDgQHbt2sWTJ0/k2RYPHz5EpVKxadMmRo0aJSfNS5cuzaNHj1iyZAn//vsvwcHBbN++HZVKRd26dX95rIIFCxIUFIRKpcLf358NGzZ8dz83NzdOnDjBzp075dnEDRo04PXr14wZMwYbG5tvLq6/ZmRkJN8U0AgODv5lne/IyEh5dr3mNbpgYGBAqVKlOHv2LBs2bJDL/iRWZGQkQ4cOleuSt2/fni1btihWHubWrVssX76cjRs3ki5dOlQqFQ0aNFBk7J+xt7cnb968jB07NkHv5e3bt1hZWXHt2jX09PSYM2cO48aNEzOFBEFI8ZL7ufdH511NTXTNDHSVSoWnpyf9+vUjT548/Pfff7945ylTap5x/7XBgwfz9u1bZs+eLWoRC4kWHBzMu3fvKF26tLztn3/+4dGjRxw8eJBWrVoBUL16dSpVqkS5cuXivd7R0fGbMcXnwLRBs9r68+fPOo5EEJIPPT09VCqVuFkoCP/f6dOniYiIIGPGjDRs2FDX4SRLWkuiA2TJkoVFixb98HlN4xl9fX0sLS0pXLgwp06dQk9PD0tLSxYtWqTIB7u6desye/ZspkyZgr+/P/7+/qhUKiZOnIiNjQ0lSpRg5syZ1KtXj6ZNm1KmTBnWr1/P+fPn5f319PQYOHDgL4/1u/G6uLhgZGREhw4d4m3v1asXnTt3xsPDg1q1av10jGLFihESEsK7d+/k2QX379+nW7duP33dvHnzmDFjxm/FqQ0xMTFyCZQFCxbQt29fSpYsqcjYb968oUOHDly9ehWVSsXs2bOZMGGCYhcIYWFhNGvWDD8/P0qVKsX48eMVGfd7IiMjcXBwwM7ODj09PTJkyJDg79vZs2fp0KED/v7+5MiRA0dHx3g9AgRBEFKy5H7u/dF59+u4JUnC39+f06dPf1NzOKX78r2mpST6yZMnefLkCaNGjdJ1KEIKIkkSPj4+pE+fXu4X5e7uTq1atfj777/lVbIQlzCPjY0lKipK3lahQgVu3LiR5HELSe/Nmzc/fC42NlZugL1q1SpUKhWVKlVKwuiSB3t7e+zt7VP1ai8hYYoUKYKpqSl79+7VdSiAWCki6N7ixYvlmusiif59WkuiOzg40K9fv9/ad+HChUyZMkWrJ7aJEyfStm1beVZ8gwYN5BlBFSpUYN++ffK+o0ePZvHixTx+/FjeNmfOHMXqdEPcBXepUqW+qbOumTFy//59+UI+JiaGmJgYYmNjiYmJISIiAgMDA4yMjGjbti3Tp09n1apVnDp1itu3b7Nnz56fHnvChAmMHDlSfhwcHByvtqu2qNVqZs6cyZkzZzhx4gTp06cnXbp0iiXQL126hKWlJb6+vmTLlo2dO3fSokULRcbWMDQ0ZO3atWzatIkBAwYoOvaXAgICaNeuHRcuXODdu3csWLAgQeNIksSqVasYOXIksbGxVKxYkb1791K4cGGFIxYEQUj+dHXu/dF59+tZ72q1mqJFi7Jr165UWUtb04cmLSXR09J7FRImICCAFy9exCvT16tXL7Zu3cqyZcsYPnw4gPx5OTY2lrCwMLn518aNG1Pl3wvh9/zuZ3pJktDX12fy5Mlajij5sbOzw87OjuDgYHkSnyAkR5qGz4IgJF9aS6IPGDCAhw8fsmzZsp/OEJs1axbTpk1LkqWEZcqU+WHt57CwME6ePAnApEmTqFevnjwrvl27dtSuXVvRWAICAvj777+/2a6ZbRIQECBvmz17drwZbHPmzGHz5s307NmTNWvW0KNHD4yNjcmbNy+7d+/+ZU3xDBkyyEvIk0poaCg9evSQ7/Lu378fa2trxcZfv349dnZ2REdHU6FCBVxcXChUqJAiY/v6+hISEiJ/v6ysrLC0tNTaz+yzZ88wNzfn2bNnZM2alcaNGydonLCwMPr168eOHTsA6Ny5Mxs2bBDL1QRBSLN0de790Xn364slSZIwNjYWjZ5TEU0SXSQ5hbdv33Lz5k3y5ctH5cqVAfD29iZPnjzo6ekRGhoq92oqVKgQenp6fPjwQX599uzZCQgIkP9eaYifrbTtd2/UZc+endWrVyf4ukIQBEFI/QYOHEh4eLjIGf2EVsu5rFq1iqdPn7J79+543do1Jk+ezLx58wC0urTM0tISiJsJ9qNmjIaGhkyePJkHDx4wbdo0pk6dirm5udZigp8vP//yuenTp/+wk7qJiQlubm5Kh6aoN2/e0LZtW27fvk369On5999/FUuga7v++Z07d2jVqhVZs2bFw8NDrnmrrQT6uXPnsLS0JDAwkIIFC3L48OEENf188eIFlpaW3LlzB319fRYtWsTw4cNF3UtBENK85HTu1TTYzJYtGxs3bvytBuYpWVqcia5pWP+rWvtC6hEdHc3y5cvx9PRkxYoV8g20f//9l7lz5zJw4EA5iZ4rVy6yZ89O1qxZ8fLykmcVjxgxgnHjxn1zEft1Al0QNm/e/MPn9PT0MDQ0JF++fFSsWFHMchUEQRB+qnXr1roOIdnTWhJ95MiRLF26lGPHjlGzZk0OHjwYb7nZ6NGjWbZsGZIkUadOHQ4dOqStUNi/fz8qlYqePXv+dL+OHTsyefJk9u7dy9SpU7UWD4CxsXG8GW8agYGBQOr5kPxliRVTU1NcXFx+WW/2d3l7e2NhYYGHh4dW6p9D3MVNbGysXFPwV01bE2Pr1q307duX6OhoqlevjqurK7ly5frjcc6ePYulpSVBQUGYmpri5OREvXr1tBCxIAhCypLczr2axGq6dOmwsLAAwMfHh1evXmFsbEzRokWTNB5t+7KBaloRHR0NxDVTF1I2TZ1yExMT+XfXycmJ5cuX07BhQ2bPng3E/T7PmDGD0NBQRowYQYkSJQAoW7YslSpVknspQNzvwocPH+QZ6Bqi5ITwu3r06KHrEAQhxfLx8SE4OJgVK1YwbNgwXYfD0aNH5aaOzZs313U4giB8h9aS6IsXL6ZIkSIMHTqUR48eUa1aNfbt20fdunUZPHgwa9euRZIkmjVrxr59+5LFcgFNkv/FixdaP1bZsmVxdHSM12QT4N69ewD873//03oM2rZ//346duxIZGQk5cuXx9XVVbFGaR4eHlhZWfH+/XuyZ8/Ozp07FTvRqNVqeWls7ty5OX78OAUKFCBr1qyKjP8979+/Z8CAAURHR9OhQwe2bt36x78TkiSxcuVKxowZQ3R0NNWqVWPv3r3xLtYEQRDSspRw7t25cycjR47ExsaGXbt26TocrUhLM9EjIyMBkryMnpBwQUFB3L17l/Tp01OzZk0g7mc2d+7c+Pr68vTpU4oVKwbE9Tdwd3eP9xlRpVJhZ2eHgYFBvJWRHTt2pGPHjt8c7+sEuiAIgpA0goODCQ4O5tixY8kiib5y5Up58qFIogvf06xZM4KDg7WamxJ+TqtF9AYOHMj+/fvJnDkzAQEBNGnShCZNmrBmzRokScLKyooDBw4kiwS6JEkcOHAASJqGDu3atSMkJOSbTtBbt27FzMyM6tWraz0GbStZsiQZM2bEwsKCS5cuKZZA37x5M3Xr1uX9+/eULFkSDw8PxU4yjx49omLFily8eFHe9r///U/rf6Ty5s3Lli1bmDRpErt27frj34nPnz/ToUMHhg8fTnR0NNbW1pw9e1Yk0AVBEL6Q3M69mhnZERERbN68GT8/P9KnT0/hwoVTdQPotDQTXSTRk7cDBw4we/ZsfHx85G179uyhfv368sxyiPuZNTU1RU9Pj3fv3snbmzRpgpOTE0uWLIk37oIFC5g9e7b4HCYkqSdPnjB27Fjq1KlDqVKlqFGjBkOHDuX27du6Dk0QBEFQwLBhw5gyZUqyuOmTVmm1JjqAubk5586dw9zcHG9vb06fPg1A9+7d2bRpk9aa4dy4cYNx48bJ9UYhrgb78uXLv9k3NjaW58+f4+3tjUqlokmTJok69pEjRwgNDeXz588APHz4EGdnZwBatmyJoaEhLVq0oEmTJgwcOJDg4GCKFi2Ko6MjR48e5b///kuxtTMlSZIvjjUJ7mLFiinyfY6Ojmbs2LHy99DS0pLNmzcrmuBesmQJd+/eZcSIEVy9elWrF/qvX78mKCiIChUqAGBjY5OgZnKPHz/G0tKSR48eYWBgwLJlyxg0aFCaSlIIgiCkxHOv5jNKSEgItra2eHh4YGdnh52dXZLGkRS+rIWelhoh+vv7o6+vL87JOvb8+XN2796NoaEhI0aMkLePGzeOx48fU61aNZo2bQrEfX4tUqQIefPmjTfG8ePHMTY2jjfZpmDBgopNEhGExJg+fTpz584lNjY23mqfa9eusWbNGkaNGsWCBQt0GKEgCL8ydOhQuZyLIOhCy5Yt5dUQyb33os5ISeTt27fS//73P0mlUklDhgxJkmNu2LBB0tPTk79UKtUvv3LlyiW9fPkyUcctWLCgBHz368uxP3/+LA0dOlTKnTu3lD59eqlcuXKSo6Nj4t50Anz69EkCpE+fPiVqnICAAKlhw4bSqVOnFIrs//j5+UkNGzaU/x2nTZsmxcbGKn6cz58/S/3795e8vb0VH/tLFy9elExMTCQzMzPp/fv3CR5n3759UpYsWSRAMjMzky5duqRglIIgpFRK/V1PSVLSuVfz/bl48aIESHp6ehIgXblyJUnjSEpqtVr+fvj6+uo6HCEVc3JykgYPHizduXNH3nb8+HEJkIoXLx5v33Hjxkndu3eXrl27ltRhCqmMLs+748ePl691DQwMpHr16kldunSRGjZsKGXIkEFSqVSSnp6eNGbMmCSPLTlJi5+NhB9r0aKFlDVrVilr1qxSixYtdB2OkAa1aNFCqly5crL6+UuOMf2MLv6uJ3om+vnz539737lz5+Lk5ET79u2/+7p//vknseHE07t3b1QqFf369UOSJMqUKUPOnDm/2U9PT4/MmTNTsWJF+vfvj5mZWaKO++rVq9/az8jIiBUrVrBixYpEHS85ePHiBS1atODp06d4enry9OlTxcri3L17FwsLC16+fEnmzJnZtm0blpaWioz96tUrDh48yJAhQ4C478m///6ryNg/smHDBgYNGkR0dDQVKlQgNjb2j8eIjY1lypQpzJs3D4j73XFyckpQI1JBEITUICWeezWzkzX/lVJxrfAvVwampZnogvYEBASwe/du/P39mTp1qrx927ZtHDp0iBIlSlCuXDkAypUrR9euXeXVfxrz589PypAFQXHXr19nwYIFqFQqKlasiJOTE0WKFJGff/fuHZ07d+bixYssWbIEGxsbKleurMOIBUEQhOSqZMmS5MqVi+zZs+s6lGQr0Un0+vXr//ES1Z07d36zTaVSERMTk9hwvmFra4uenh59+vRhzpw5tGnTRvFjpFT29vbY29snKIn7pZs3b9KyZUt8fHwoUKAAhw4dUiyB7uLiQrdu3QgNDeXvv//G1dVVscZv/v7+VKlShYCAAPLkyUP79u0VGfdHoqOjGTFiBPb29gC0b9+eLVu2xGs69Tv8/f3p3LkzJ06cAGD48OEsXLgQAwMDxWMWBEEQlPOj864meS5JEkuWLOHcuXP06tWLdu3a6SJMrfjyBkFaKW3i6+tL7969yZs3r9Zv0Kd2d+7c4dy5c1SuXJnatWsD8OnTJ+zs7EifPj0TJkyQPwdZWVlRokSJeInCXLlysX37dp3ELgjatGrVKgBy5swplxz6Ur58+XBzc6NMmTK8e/cOe3t7Nm3apItQBUEQhESysrLCz88PExOTb3o8KWHp0qWKj5naKDIVSPr/dS4T+6UtPXv2ZNOmTaKp01fs7Ox4+PAh165dS/AYZ8+epX79+vj4+FC+fHmuXLmiSJJbrVYzffp0LC0tCQ0NpVGjRly7dk2xBDrEfdjs06cPVatWpWrVqoqN+z2+vr40adJETqDPmjULJyenP06g37hxgypVqnDixAkMDQ1xdHRk2bJlIoEuCIKQAvzqvBsTE8Pt27c5ePAgnp6eSRyddkVHR8v/ny6d1lvyJAs+Pj4cOnRIKxc5qVVMTAynTp1i2bJl8a4NNm/ezLBhw9izZ4+8rXDhwlhaWjJmzBgiIiLk7T179mTx4sXUrFkzSWMXBF04d+4cKpWKvn37fpNA1zAyMqJv375IksS5c+eSOEJBEH5XVFSU/CUI3xMeHk5YWBjh4eG6DiXNSvRVzJkzZ5SIQ+u6d++u6xBSnf3792NjY0NUVBT169dn//79/PXXX4ke9/Pnz/Ts2ZN9+/YBcR2IFy9erMhFt7+/PxkyZCBLliwAzJ49m9jYWK3fYJk2bRrnzp0jS5Ys/PfffwlaEbFx40YGDRpEVFQURYsWxcXFRdGbCoIgCELS0lwk6enpoVarUavV9OnTh/r161O9enUdR6esL2ffp5Ukur+/P8APE1tpna+vL+7u7mTNmpUGDRoAcZMoWrZsSVRUFBYWFhQuXBiAevXq8eLFCypWrCi/XqVSiRsUQprn7e0NIJcu+pESJUoA4OXlpfWYBEFIGAsLC9HUURCSuURfxdSrV0+JOLRq27Ztf/wakXT/tX379hEVFUW7du3YuXOnIl2kX716RZs2bbh37x4GBgasW7eOXr16KRBtXNmZdu3aUbVqVfbs2YNKpSJdunRJcjG/cOFCvLy8mDdvHqVKlfqj10ZERDB8+HDWrVsHQNu2bdmyZQvZsmXTQqSCIAhCUtEkljXlTSIjI2natGmK+GyVGKm59vuXfHx8AMidO7eOI9G9x48fc+PGDczNzeXPL05OTgwZMgRzc3M5iZ4+fXrMzc3R19ePNxOvXbt2qaq8kSAoJXPmzHz8+JGwsLCf7vf582cAxUpuCoIgCEJalOjs4aFDh2jVqpUSsXyXm5sbLVu2TNQYPXv2/KP6myqVSiTRf8OGDRuoXLkydnZ2iiSiL1y4gKWlJf7+/uTOnRsXFxdq1KihQKRxIiIi8PLy4s6dO/j5+WFqaqrY2F+Ljo5m165ddO3aFZVKRZYsWdi/f/8fj/Pq1SssLS25desWKpWKGTNmMHny5DRTT1YQBCE10zTbNDY2ZtmyZZQtW1bHEWnPl+Vc0koJMs1M9O81tU+tYmJiePjwIUFBQfFuBrVp04Znz55x/PhxmjRpAkCVKlUoV64cJUuWjDeGZiWiIAi/Vrp0aS5fvsyxY8fo2bPnD/c7evQowDe/b4KQlhkZGZEhQwbq1Kmj61AAKFu2LEFBQaKpo6AzCxcu5PPnz2TJkoWxY8fqOpxkKdGZz7Zt29KhQweWL1+u6EybgIAAhgwZgpOTkyINR9PKrCdtO378OI0bN0ZPT4/06dMzbNgwRcbduHEjAwcOJDo6mkqVKuHq6kq+fPkUGVujVq1auLq6UrNmTa3O4vb19cXa2ppz587h5+fHyJEjEzTOiRMn6NixI4GBgeTMmZMdO3bQtGlThaMVBEEQdM3Q0JCOHTsC8ObNG4KCgjAzM8PExETHkSlHc8MA4srXpAXv3r0DUu9MdEmSeP78OdmzZ5dvFJw4cYKWLVtSsmRJHj16JO9bt25dTExM4k0CqFGjBnfu3EnyuAUhNWnfvj2XLl1iz549dOzYkbZt236zz4EDB9i7dy8qlQorKysdRCkIyVOePHkwNTVl4sSJug4FgAULFug6BCGNO3v2rFxSSCTRvy/RVzEuLi4cPXqUokWLMm7cOHx9fRM13ps3b5gwYQIlSpTg0KFDODs7JzZEXr58+cuvPn36oFKpmDVrFi9evEj0MVOjpUuX0qxZM+zs7BS7KRETE8OgQYPo06cP0dHRdOjQgQsXLiiSQPf29qZ9+/a8f/9e3taiRQutJtCvXr1KpUqVOHfuHEZGRvz9999/PIZarWb27Nk0a9aMwMBAqlatyo0bN0QCXRAEIZXRTBLQ19eXt40cOZIKFSrg5OSkq7C04sua6F++39Ts5cuXABQtWlTHkSjj63IRVlZWFC9ePN5n9cqVK5M1a1bMzMzifc83btzIpUuXaNy4cZLFKwhpwYABAyhatChqtZr27dszePBgLly4gKenJ+7u7owYMYL27dsjSRL58+dn0KBBug5ZEARBEFKsRM9Eb9OmDdeuXaNLly4sWrSIZcuW0bRpU1q3bk2tWrV+uTRZkiTu3LnDxYsXOX78OEeOHEGtVlO4cGFcXFwUWdpcsGDBX+6zbt06Hjx4wMyZMzE3N/+t16Qly5cvZ9SoUYByy5L9/Pzo1KkTp06dQqVSMXPmTCZNmqRYqRJbW1uOHDlCSEiIvIRRmzZt2sTAgQOJioqiRIkSuLi4/HH986CgILp06cKRI0eAuPdgb2+vSL15QRAEIXnRJBkjIyPZs2cPtWvXlmdFpbbmm5r3qqenl2ZKkoWHhwMovrIuqXl7e9OoUSPevHlDYGCgXI6nTJkyuLm54efnJ+9rampKUFBQmlltIAi6liFDBlxdXWnUqBHe3t6sXbuWtWvXxttHkiRy5szJgQMHyJw5s44iFQRBEJIWF1jVAADfx0lEQVS7DRs2EBsbm2YmvCSEIldoxYoVw93dnfnz5zN37lzc3NzkJGD69OkpVKgQBQsWJGvWrGTKlInPnz8TGBhIYGAgr1+/JiQkBIg7wevp6dGrVy+WLVtGlixZlAjvt6hUKnr27Im7uzszZszAxcUlyY6d3K1bt44RI0YAMHXqVGbMmJHoMR8/foy5uTkvXrwgc+bM/Pfff1hYWCR63C+tWrWKbt26sWLFCkXH/VpUVBQjRoxgzZo1QFyJo23btpE1a9Y/GufevXu0a9cOT09PMmbMyJo1a/64nr8gCIKQcmhWdfn5+WFtbY2LiwurVq1i1apVOo5MeZpZ96nt5sDPHDhwgI8fP6aoGvBnzpxh/fr1VK5cWZ48YWpqyocPHwgJCeHhw4eUL18egDFjxjBlypRvGhWKBLogJK1SpUpx/fp1Ro0ahbOzc7xVIHp6erRr144lS5aISWKCIAjCT5mZmek6hGRPsSsZfX19Jk2aRPfu3Zk+fTo7duwgKiqKyMhInj59ytOnT7/7Os0FZLp06ejQoQPjxo2jXLlySoX1RzQXAWfPntXJ8ZOjnTt3MnDgQADGjRvH9OnTEz3myZMn6dChAx8/fuTvv//G1dWV//3vf4keNzY2locPH8qrF4oUKcKlS5e0noS+e/cu69atkxt/Tpo06Y8vIJ2cnOjVqxdhYWEUKlQIFxcXKlSooJ2ABUEQhGRB02wzLdws1SR10trMFm2WkEusR48ecebMGaytreVVhq9fv8bR0ZFXr17JSXQ9PT3c3NwoUqRIvKbsfzpZQBAE7TEzM8PR0ZE1a9Zw9epVAgMDyZ49O1WqVElTzY0F4U+8fPmSN2/e0K1bN7Zv367rcJg7dy6fPn3ir7/+SjZ12gVBiE/x6UD58+dn48aNzJ8/n927d3Po0CHc3d35/PnzN/saGRlRs2ZNzM3NsbGxIVeuXEqH80cOHDgApJ1ZUvb29tjb28ebrfClw4cP0717dyRJws7Ojnnz5iXqQl+SJNasWcOwYcOIjY2lVq1auLi4xLsgS6jQ0FA6duzImTNnuHTpkjxLKikSE1WqVGH16tXky5ePVq1a/dFro6OjGT9+PEuXLgWgcePG7Nq1C2NjY22EKgiCIOjQ1+ddzUQCzblKiUbqydX36r8LSUeSJPz9/eM1q7WxseHevXuYmprSvn17ABo1asT06dOpX79+vNfXrFkzKcMVBOE7nj59ire3NwDVqlX7brnH7Nmz06xZM/nxixcv2LlzJwAVKlTgn3/+SZpgk5FfXfMKaVdMTAwxMTEEBAToOhQALl68KDd1FITvmTBhApGRkWTIkEHXoaRZWssWm5iYMHjwYAYPHgzA+/fv8fb2Jjw8nEyZMpE7d27y5s2rrcPHs23bth8+Fxsbi5+fHydPnpRrczdq1ChJ4tI1Ozs77OzsCA4O5q+//vrm+Y8fP6Knp0enTp1YuXJlohLSMTExDB8+HHt7ewC6deuGg4ODYrW+06dPT0REBDExMbx48UJOomuDJEk4ODjwzz//yDXPBwwY8MfjeHt7Y2Njw/nz5wEYO3Ysc+bMSTM3cQRBENKar8+7XzfpVqlU9O/fn8+fPzN9+nSKFy+uo0iVFxUVBfBN6Y/UavTo0dy8eZOxY8fSvHlzncby8OFDmjVrhiRJvH37Vv4817JlS0xNTTEyMpL3zZ8/P9OmTdNVqIIg/ESbNm149uwZpUqV4v79+7/1mrx587J06VLevn1L4cKFef78uZajTH5+dc0rCIKQUtStW1er49+4cYOoqCjSp09P5cqVtXqslCrJsnV58+ZNsqT51363rrQkSWTLlo3Zs2cnQVTJX5cuXShZsiTlypVLVH3Ljx8/YmNjw/HjxwGYP38+Y8eOVXSWuIGBAXv27MHT01Orv+zh4eEMHDiQrVu3UqxYMW7cuJGg2v0XL16kQ4cOeHt7kzVrVrZu3ap4TXhBEAQhedOcB7+ciX7s2DFev37N8OHDdRiZ8tJaOZfDhw/z+PFjhgwZkqTHPXPmDNu3b+eff/6hZ8+eABQqVAhfX18gblKLptHp/PnzkzQ2QRAS7t69ezx9+hSVSsX48eN/+3UZMmRg4sSJDBgwgJcvX3L27NlvVpoIgpA8bNu2DbVaLXqLCDozZcoUeTWEm5ubrsNJltLMb6ckST/9ypgxIy1btsTd3Z2iRYvqOlyd+fTpk3yhBVC5cuVENcR6/vw5NWrU4Pjx4xgaGrJ3717GjRunSALd2dk5XvO1bNmyaTWB/vr1a+rUqcPWrVvR09Ojb9++8WZv/Q5NSZsGDRrg7e3N//73Pzw8PEQCXRAEIQ1Sq9XxHqdLl45ly5axcOFC8ufPr6OotCMiIgJAsRVoydmLFy94/Pgx+vr61KtXT2vHefLkCRs2bCAsLEzeduvWLTZv3oyzs7O8zdDQkIsXLxIUFCQn0AVBSFk0k5GMjIzk8ku/q0uXLvI1y9GjRxWPTRAEZeTMmRNTU1PRx0AQkrE0UTfi5cuXP3xOT08PQ0NDUYOauFlinTt35tGjRxw6dCjRzT4vXbqEhYUF/v7+5M2bl4MHD1KxYkVFYr127RodOnRApVJRqVIlateurci4P3Ly5Ek6duxIQEAAOXPmZPfu3TRs2PCPxoiMjGTw4MFs2LABAGtrazZt2kTmzJm1EbIgCIKQzH1dEz02NhYrKytdhqQ1mproaaFk2caNGwFo0KABOXLkUGTMsLAwPnz4EG+iR9OmTXnz5g2FCxeWSxG2aNECHx+feDWRAapWrapIHIIg6MalS5cAaNiw4R/fjMycOTP169fn0KFD3LhxQxvhCYIgCEng0aNHREdHY2BgIJcWVlKXLl0IDQ0VOaqfSP1XMkDBggV1HUKKMGvWLI4ePUqmTJmIjIxM1Fg7duzA1taWqKgoKleuzKFDh8idO7dCkcY18xwwYADp0qWjRo0aio37NUmSWLRoERMmTECtVlO5cmX27dtHgQIF/mic9+/f06FDB9zd3dHT02P+/PmMHj06SRqfCoIgCMmT5hyQK1cuVq5cqdXzma6llSR6SEiIvEpu4MCBCRpD0+hMkyg7c+YMTZo0oWTJkvHqIDdu3Jhnz57Fq61fqlQpFixYkIh3IAhCcvTw4UNUKhXVqlVL0Otr1qzJoUOHePr0qcKRCYIgCEll1KhRWi230qVLF8XHTG3STDmXr0VHR+Pj4yMvLxZg2bJlAGzatCnBZVEkSWLGjBl07dqVqKgo2rVrx7lz5xRJoEdGRsoX4SqVCnt7e1auXKnV+qqxsbEcPXoUtVqNra0tFy9e/OME+qVLl6hcuTLu7u5ky5aNQ4cOMWbMGJFAFwRBSOM0yc9s2bLRs2dPsmXLhoeHB0FBQTqOTHlppZzLkiVL+Pz5M8WKFfutUm2ahqsaw4YNI0uWLGzbtk3eVrp0aWJjY/n06VO8z60bN27k/PnzNG7cWLH4BUFInry8vAASXJLJzMwMIFWeXwQhtbhy5Qrnz5/nypUrug5FEIQfSFNJdEmS2LhxI9WqVSNTpkyYmZmROXNmypUrx6pVq+QEbVo2YsQIOnbsmKDXRkZG0r17d6ZPnw7A2LFjcXZ2VmQpSHBwMC1atMDOzk5OOujp6Wk9EZ0uXTocHR3ZuHEjGzZs+OOL/w0bNtCgQQN8fHwoV64c169fp0WLFlqKVhAEQUhJNOcwzXntxo0b1KhRI1XOSE8LM9GDgoJYuHAhADNnzozXGEySpHir/Pz8/ChdujTGxsbxPn8aGhoSERHBnTt35G25cuXi3bt3vHnzJtXfhBAE4fs0N9AyZcqUoNdrrsfEBDJBSL5mzpzJyJEjmTlzpq5DEQThB9JMEv3Tp080adKEfv36cePGDdRqtdxU9P79+wwfPpwGDRqk6bvz1atXT/ASYB8fHxo1asR///1HunTpcHBwYMGCBYp1lnZ3d+fs2bPs3LmTFy9eKDLmjxw4cIApU6bIj3PlyoWtre0fJeyjo6MZMmQIffv2JTo6GisrKy5fvkyRIkW0EbIgCIKQAmmSp+Hh4Rw8eBBvb29y5879xyueUoKQkBCAVF1jMXv27Bw4cIDu3btjbW0tb7e3t8fExISJEyfK24yNjXn79i0hISE8efJE3j5o0CCePn0ar3E6QN68ecUKNkFIwzT9u/z9/RP0+sDAQCDuRp0gCIIgCAmTeqcDfcXGxobTp08DUKxYMTp16kS+fPnw8vJiz5493L9/n8uXL9OxY0eOHTum42h1Y8uWLRgYGPzx616+fEmTJk3w9PQka9asODs706RJE0Vja9asGRs3bqRcuXJaS0Sr1WpmzJgh3/mtUqUKbdu2/eNxAgICsLa2ln/eZs2axcSJExW7oSAIgiCkDprzwsuXL2nTpg3Hjx+Xl+ynNql1JnpkZCQeHh78888/qNVqpk2bxvXr15k1a5Z8MyRjxowEBARw7949+XV6enocO3aMggULymUWAPLnz5/k70EQhOQvX758+Pj4cO3aNQYMGPDHr79165Y8jiAIcUxNTcmaNStDhw7VdSgA9OzZUzR1FHSqY8eO+Pv7kzNnTnbt2qXrcJKl1HUl8wPOzs4cP34clUpFjx49cHBwiHcRN3nyZEaOHMmKFSs4efIkLi4utGvXTocR68aXF3G/6+bNm7Rq1QovLy8KFy7MkSNHKFGihCLxvH37FhMTE3npcq9evRQZ93uCgoLo0aMHBw8eBGDo0KG0bNnyj8d58uQJ5ubmeHp6YmRkxPbt23+rJqogCIKQdmnKuaS2BPOXUlNN9NjYWDZs2MCcOXPw9/cnJiaG58+fU6BAAUJCQoiMjOTWrVtyEr1169Zcu3aN//3vf/HGqVWrli7CFwQhBapfvz7Xr1/Hzc2NyMhIMmTI8NuvjYmJ4fDhw6hUKipVqqTFKAUhZfnrr78wNTWlefPmug4FIN4qNkHQheDgYD5+/Ej69Ol1HUqylSamxm7ZsgWAMmXKsGHDhm8uUlUqFcuWLaN69erx9k/t7O3tKV26NFWrVk3Q68+ePUv9+vXx8vKibNmyXLx4UbEE+pMnT6hZsybNmzfn06dPioz5I3fv3qVq1aocPHiQDBkysHnzZlasWPHHs/KPHj1KtWrV8PT0pFChQri7u4sEuiAIgiD7+ryrVqvjPa/NRtm6FhYWBqTMci5OTk60b9+eESNG0K5dO0xMTBgwYABv374lPDwcExMTPD09AXBwcODp06e0bt1afr2pqSlVqlRJFTcQBEHQDc0EL19f32/KPf3Khg0bePfuHUC8v02CIAiC8KU8efKQL18+8uTJo+tQki2dTHlyd3fHw8ODT58+YWxsTMWKFalZs6bWyl1cu3ZNnoX+s2N07twZDw8Prl27ppU4khs7Ozvs7OwIDg7mr7/++qPX7tmzh65duxIVFUX9+vXZv3//H4/xM+Hh4QQHB+Pn50d4eLiiY39p165d2NraEh4eTsGCBdm7dy+VK1f+ozEkSWLVqlWMGDECtVpNnTp1cHZ2JleuXFqJWRAEQUiZvj7vaj6TaJLpjo6OrFmzhn79+tGwYUNdhqq40NBQIPnX433//j3Xr1/H2NiYvHnzUrhwYXbt2oWLi0u8/YyMjChWrBidO3fGzs5ObvZXrVo1XYQtCEIqV7NmTerXr8/Zs2eZPHkytWrV+q3VLHfv3mX06NGoVCry58+PpaVlEkQrCIIgpEQbN27UdQjJXpIm0V+/fo2Njc13k9SmpqaMHDmSYcOGKb504OPHjwAULFjwp/tp7rZoGq8I37d+/Xr69++PJElYWlqyY8cOxWdXVahQATc3N0qUKIGJiYmiY38pY8aMhIeH06xZM3bs2CE37fld0dHRDBs2jLVr1wJga2vL2rVrxfIXQRAE4ZdiY2PjPb5z5w7u7u7JZlmxkoKDgwG0dlM8sV6+fMl///3H1KlT5W3Tp09n2rRpdO7cmYIFC3Ljxg1at25N3bp1qVKlSqouvyMIQvKzYsUKatasSXh4OE2bNmXjxo3Y2Nj8cP+jR4/SpUsXwsLC0NfXZ+PGjal6xZMg/KnIyEjCwsJ4/fr1L3NFgiAIkIRJ9E+fPtGgQQNevXpF/vz5qVOnDvny5SMgIIArV67w8OFDxo8fj6OjI3v37qVw4cKKHTtHjhz4+vri4+Pz0/00zbyyZs2q2LFTm4ULFzJu3DgA+vfvj729vWIfxtzd3cmTJw+FChUCoE6dOoqM+zVJklCpVABYWFhw6tQp6tWr98fv49OnT1hbW8v19ufPn8+YMWPksQVBEAThZzS10DX/7dq1K9bW1gkus5acaZLoWbJk0XEkcc6ePcvcuXMJDw/n8+fP3LlzJ97z2bNnl8/n7du3p3379roIUxAEQVa2bFkcHBzo3r074eHhdO7cmZUrV9K1a1eqVKlCjhw5+PjxI7dv32bXrl2cPn1aPr9MmTKFRo0a6fgdCELy8ubNG968ecPAgQNxc3PTdThYWVnh5+eHiYkJe/fu1XU4giB8R5Il0ZctW8arV68YPnw48+bN+6YZyv3795kyZQqurq40bNiQc+fOyQ2ZEqtatWocPHgQR0dH7Ozsfrjfzp07UalUf1zOIy2QJImZM2cyffp0AMaPH8/cuXMVSxhfuHCB5s2bkzt3bi5evKi1Gkzu7u4MHDiQAwcOyD9fCVky//r1a8zNzXnw4AGGhobs3LmTtm3bKh2uIAiCkIppyrlokhz//PPPN80nUwvNqkBdTFSQJInbt29TsGBBDA0NyZgxIx8/fuTEiRPo6emhVqvR09OjTp06NGvWDHNzc8qWLau1MoOCIAgJ1blzZzJkyEC3bt2IiIjgypUrXLly5bv7SpKEgYEBS5YsYfDgwUkcqSAIfyo8PJywsDDCw8N1HYqQTDk7O8ebFCokvSS7Oti/fz9ly5Zl6dKl3+0m/r///Q8XFxfWrVvH27dv6dKli2LH7tmzJxCXQB09evR39xk3bhweHh4A9OjRQ7FjpwaSJDFx4kQ5gT5v3jzmzZun6C9ukSJFyJ07N0WLFtXKUm9Jkvj333+pV68ed+7cYeLEiQke68aNG1SvXp0HDx6QJ08ezp8/LxLogiAIwh/TlHMpVKgQ9vb25M2bV8cRaY8miZ4jR44kP3arVq2oVKkStWrVokKFCkiSRKNGjeQVZJs2bcLHx4dz584xceJEypcvLxLogiAkW1ZWVty7d0++/pAk6btfdevW5cKFCzpJoA8bNky+dgR4/Pgx//zzD4aGhtSoUYMHDx7E2z8qKooRI0aQPXt28ubNK5fK/NKBAwcoWbIkRkZG2NjY8OnTJ22/DUFIUgUKFODvv/9WbDKpkPoYGhqSOXNmrfUYcnBwYOnSpTg4OGhl/NQgyWaie3p60q9fv1/u17dvXwICApg0aRLOzs6KLJ9t164dLVq04MiRIyxbtoxjx45hbW2NmZkZvr6+7NmzR17GW79+fTp27JjoY6YWkiQxfvx4Fi5cCMStKBg+fLjixzEzM+P8+fPkzJnzuzdZEiM8PBw7Ozs2b94MxH3w/N4Hs99x4MABOnXqRFhYGOXKlePQoUPkz59fyXAFQRCENEKTqDU2NmbQoEE8e/aMwMBA8ufPn+p6awQEBADaTaJLksSNGzdwdXWlX79+uLm54eLiwokTJwB48uQJAA8fPqRMmTJyeTpBEISUpkiRIri4uODj44ObmxvPnz/H39+fTJkyUaJECRo3bkyxYsV0Etv+/ftZuXIl06ZNAyAoKIjGjRtjZGTE9OnT2b59O82bN+f+/fvy5KkRI0awfv16Ro0ahbe3N4MGDcLU1BQrKysgbjKclZUVjRo1olu3bixZsoSuXbty8OBBnbxHQdCGf//9V9chCGnc/v378fX1xdTU9Lfyt2lRknZE+t2a06NGjWLFihXs2LFDsRqUu3btwsLCgjNnzvDgwYN4d8Y1y6hr1aqFs7OzIsdLDSRJYtKkSXICfdWqVYrOZFiyZAmVKlWiQYMGAFqZgefp6YmVlRV37txBT0+PefPmJbhu+erVqxk6dCiSJNGsWTOcnJxE/XxBEAQhwdRqNfB/yfT69evz4cMHbt68ScWKFXUZmuI0fWly5cqltWNERUXRuHFjPn36xOzZs+M9V6ZMGTp37kynTp0U7bsjCIKgS7ly5aJXr166DkP26tWrb+JZuXIlHz584OnTpxQtWpQOHTpQtGhRVq1axeTJk3nx4gXr1q1j4sSJzJw5E4grnTl+/Hg5iT5x4kQKFCjAwYMHMTAwIH/+/PTo0YOLFy9qrY+WIAiCIHwtydaq5suXj2fPnv3WvgYGBjRr1oybN28qdvwsWbJw/Phx1q5dS4UKFYD/W/r2v//9j5UrV3L27FmyZ8+u2DFTuunTpzNv3jxA+QT69u3bGT16NBYWFnz48EGxcb9048YNKleuzJ07dzAxMeHYsWOMHTv2jxPoarWakSNHMmTIECRJom/fvhw8eFAk0AVBEIRE0STPP378yJkzZ/jrr7/IkiVLqislEhMTw9u3bwHlbpiHhISwatUqWrduTc+ePbl8+TIZMmSgR48e/PPPPwBUr16duXPn8vjxY+7fv8/EiRNFAl0QBEFLoqKi5NXeX3J2dqZy5coULVoUgMKFC1OxYkWcnJwAcHFxITY2FhsbG/k1lpaWPH/+nJs3b+Ln58e5c+ewtLTEwMAAgLZt26Kvry+PIQiCkBbs2LEDBwcHduzYoZXxlyxZwqZNm1iyZIlWxk8NkmwmeqNGjdi0aROBgYG/tZQ3b968+Pr6KhqDvr4+/fv3p3///kRERBAUFES2bNnIlCmTosdJDVasWCHPBFi2bJnitfQ6dOjAxo0badWq1TcftJRSunRpChcuTKZMmdizZ0+CLtzDw8Pp1q2b3B177ty5jB8/XjRyEARBEBTz6NEjGjZsiJeXF7lz59Z1OIrz9/cnKioKlUqV6DqfHz58YP/+/Tg6OnLx4kV5e86cOalVqxYrVqwgKiqKwMDAVPlvKQiCkFyNGTOGly9f4urqSu3atQGIjIzk0aNH2Nraxtu3YsWKbN68maioKG7duoWBgQFlypSJ9zzArVu3CAwMRJKkeCu0/vrrLwoXLsytW7d+GE9kZCSRkZHy4+DgYEXepyAIgq7s2LFDLreiZB9JjVKlSik+ZmqTZEn0Pn368O+//9K7d29cXFx+ub+fn5/WiuUDZMyYkTx58mht/JTA3t4ee3t7ubGZxo4dO+S657Nnz1asBrqfnx85c+ZEpVKRMWNGTp48Sbp0yv4IBgYGki1bNvT09MiUKRNHjhwhR44cCaot6+fnR5s2bbhy5QoGBgZs2bKFzp07KxqvIAiCkHZ8fd79+oasprxLavP69WsA8uTJk6DzfnBwMPb29jg4OPDq1at4z+XMmZMOHTrQoUMHeVv69OlFAl0QBCEJubi4sGrVKg4cOBBvglRAQACxsbHfTKLLkSMHsbGxBAQE4Ovr+93nAXx9feUJb9/b52eT7ubNm8eMGTMS9b4E3erWrZvcU0Vp/v7+Whk3MdasWcPnz5/JkiULgwYN0nU4giB8R5Il0StUqMCAAQNYs2aNPAv5R+UwgoODcXV1pXz58kkVXppkZ2eHnZ0dwcHBclOXY8eOyXXshg0bxsSJExU5lpubG127dmXevHn0798fQPEE+pUrV+jQoQP9+vVjypQpAAm+iH769CktW7bE09OT7Nmz4+LiQr169ZQMVxAEQUhjvj7vfl22RZuTB3Tp0aNHAJQsWfK3XxMeHs6TJ0+oUKECFy5cYOLEifJNh5o1a9KuXTvatGlDiRIltBKzIAiC8HtevnyJra0tnTp1okKFCrx79w6Iu6aPjo4G/q8H2dc0f9d/9fyP9vnZ6uAJEyYwcuRI+XFwcDD58+f/xbsRkhPNTZa04tChQ/IsY5FEF4TkKUkbiy5fvpxXr16xd+9eLl++zIgRI7C2to63tPfatWsMHjwYf3//ZNUkJS0YMGAATk5OxMbGYm1tzdKlSxUrW/Lo0SOCgoLYsWMHffv2VbTeqyRJ/PvvvwwfPpyoqCh27tzJmDFjyJgxY4LGu3jxIm3btiUwMJBChQpx5MiRP7rwFwRBEITf8fU5dv78+Xz48IFx48bFW9ae0mmW2//vf//75b6PHj1iwoQJnDx5kixZsvD27VtatGiBubk5RYoUYciQIXJdXUEQBEH3bG1t+fjxIzt37mTnzp3y9mXLlnHp0iVUKhWBgYHxXhMQEIC+vj45cuTA2NiYoKCgb54HMDExwdjYGOC7Y/xsZXmGDBnIkCFDot6bkDzo6emRM2dOxcd98+bNN6vyBSEte/78OTExMaRLl0583v6BJE2ip0uXDhcXFyZMmMDy5csZN24c48aNI2fOnOTIkYMPHz4QEhKCJEm0bduWbt26JWV4Kdbdu3exs7Pjzp075MuXjzVr1lC/fv0/HmfXrl1IkkTJkiXZunVrohPdsbGx6OvrAzBixAgyZ85Mr169FE2gh4aG0rdvXxwdHQFo164dW7duTXACfffu3fTo0YPIyEiqVq3KwYMHyZUrl2LxCoIgCKmDEudezTlS48SJE9y8eRNra+tUlUTX1C6vXLnyd5+PiYnh4MGD2Nvbc+rUKXl7jhw5ePnyJcWKFePQoUNJEqsgCILwZ6ZMmcKoUaPkx76+vvTu3ZtOnToxZMgQevTowe3bt+O95ubNm5QsWZL06dNTtmxZdu3axYMHD+Rz382bNwEoX768XB7m9u3bcg3goKAgXr16RfPmzZPgHQq6ljNnTtzc3BQf19/fH7VanWwauq9cuVJOYAqCLgwdOlReDaGN37nUIMn/WhgYGLB48WLu3btHjx49MDY2xs/PjydPnvD582dMTEyYOXMmzs7OSR1aihQdHU27du3o1KkTQUFBTJs2DQsLiwTVDpMkCRMTE86fP5/gJDRAWFgYkydPpmHDhvKdXT09PQYMGKDobICHDx9StWpVHB0dSZcuHYsXL2bv3r1kyZLlj8eSJIn58+fTsWNHIiMjsbCw4OzZsyKBLgiCIHxDqXPv1xdJgwcPZsmSJalq9VNwcDB37twB+O5Nhj179pAvXz4sLS05deqU3DfFwsKChw8fUqxYsSSOWBAEQfgTDRs2pFWrVvJXw4YNAShevDg1a9bEwsKCmzdv8uLFCwCePXvG7du35V4Wbdu2BeLOBxpOTk4ULlyYypUrY2ZmRtWqVdm/fz8xMTEA7N27l9jY2Hj9MAThT+XMmRNTU1OtzHJPiKJFi1KyZEkxA1gQkjGd3eIqVaoUmzZtQpIk3r59S0BAAH/99Rd///23rkJKkZ48ecLHjx/lmlk2NjZMnToVFxcX+vTp80djGRoacurUKUxMTBIVU2hoKKtWrSI4OJjDhw/Tpk2bRI33o2PUq1cPf39/zMzM2LVrF3Xr1k3QWNHR0QwaNIgNGzYAMHz4cBYvXvzNDEFBEARBAOXOvV+eZ1QqVaosY7dv3z5iY2MpWbIkBQoUICYmhuDgYHLkyMHevXuxtbUlJCSEnDlz0qdPHwYMGEDevHnFLCxBEIRUYuTIkWzatAlzc3N69uzJ5s2byZ07N0OGDAGgTJkydO7cmXnz5hEVFcWrV6+4dOkSjo6Octmz2bNn07x5c9q0aUONGjVYsmQJzZo1Ez2rBEEQFNSqVSu5ua3wfTpft6JSqShQoAAVK1ZMEwn0z58/M3bsWJo2bYqJiQkqlYrp06d/d9+QkBCGDx+OmZkZGTNmpEKFCuzatSvePt9rsKJWq3nw4MEfx7Zq1SrKli0LxCWp27Rpw4EDB375urCwMI4ePSo/NjExYenSpezdu5fWrVv/cRy/I3PmzMybN4/GjRtz69atBCfQP336hLm5ORs2bEBPT49Vq1axbNkykUAXBEFIRZLruVdzrjExMWHVqlV/9NqUQK1Ws3r1agBatmzJxIkTyZ8/v9zorVSpUoSEhFCwYEGeP3/OvHnzKFiwoEigC4IgpCK5c+fm+PHjZMmShWnTppE9e3aOHz9Ojhw55H3Wr19P9+7dWb16NefOncPe3p6OHTvKzzdt2pTt27fz+PFjFixYQPPmzb85NwuCIAiJM2jQIMaNGyca2/5EsrpKUavVPHz4kBw5csi1zzSio6Nxd3fnn3/+SdDYX9bn1qWAgAAcHBwoX748FhYW8uzn77G0tOTatWvMnz+f4sWLs3PnTjp16oRaraZz584AlChRAiMjI1auXMnAgQNxcnLi+fPnhIaG/nFs7du3l/9/wYIFHDx4kHv37tGyZcsfXtBGRkZSqFAh/Pz8uHfvntw0rHfv3n98/F959eoV/v7+VKlSRT6Gra1tgmuYvX79GnNzcx48eEDmzJnZtWsXrVq1UjJkQRAEIRlIrudezeeSLFmyYGdnR2xsLF5eXkRFRaWKiQWLFi3ixo0b6Ovrs3TpUnn72bNniY6OpnTp0ri7u1OtWrVkU49UEARBSJxChQp9c7O5UqVKXL169YevMTQ0ZP369axfv/6H+3Tp0kWuiS4ISti3bx/h4eFkypQJS0tLXYfDo0ePiI6OxsDAgFKlSuk6HEEQviPZJNFfv35Ny5YtefToESqVCnNzczZv3hyvG3eDBg0S1D359u3bmJubM2HCBAYOHKjTZHrBggUJCgpCpVLh7+//wwt5Nzc3Tpw4IV+8AzRo0IDXr18zZswYbGxs0NfXJ3369Li4uDBkyBBmzJjBP//8Q/369cmXL1+i4pwyZYr8b65JoD9+/JiGDRtSrFgxzp07B8R1Pa9evTr379/n7du3chJdaSdPnsTGxoYsWbJw+/ZtsmXLhkqlkpf4/alr167RunVrfHx8MDMz4+DBg1SqVEnhqAVBEITkILmeew0MDACIiooCYOPGjfTv3x9zc/MU3Ujz8ePHjBo1Sm5I9OVnN0NDQ27duiW/9xo1augkRkEQBEEQ0rYNGzbITRSTQxJ91KhRoqmj8FMlS5YkV65cZM+eXd42cuRIHj9+/MvXfn0jMiwsLN5E2q8ZGxuzffv2xAWcCiWbJPrYsWPJly8fx44d4+PHj4waNYratWtz+vRpeVb695ZP/45Jkybh5eXF8OHDKV26tNzsRBd+N+nr4uKCkZHRN81SevXqRefOnfHw8KBWrVpA3J39S5cuAXEXqkWKFGHcuHE/HDsyMpLIyEj5cXBw8Df7GBgYyEuwv9zPy8uL4ODgeF2st2zZQvbs2bUyiyw2NpYZM2YwZ84c1Go1f//9N2FhYWTLli3BY+7du5du3boRHh5OuXLlOHz4cKJvOgiCIAjJl67PvT8672oSyaGhody9e5cCBQqQLl26BH/e0aXg4GAcHBzYunUr9+/fl7enS5eOvn37MmTIEFauXEnXrl3jffAXBEEQBEEQBOHXvlzZqREUFISvr+8vX/v1illJkn7rdUJ8ySaJfu7cOY4dO0a+fPnIly8fR48epV+/ftStW5czZ86QIUOGBM86PnfuHCqVip49e+o0gf4n7t+/T6lSpb4po1KuXDn5ec2F/P379ylWrBhRUVHMnDmTXLly0bx58x+OPW/ePGbMmPHHMZUpU4abN29+02RAs1pAab6+vnTu3JlTp04BYGtri729PRkzZkzQeJIksXDhQsaPHw9AixYt2L17t2iaIAiCIADaO/f+6LybPn16IO7Dr7m5OS9fviQ8PDxF1QSXJIkdO3YwZMgQPn78CICenh5qtZps2bLx5MkTTE1NAVi7dq0OIxUEQRAEQUi+LCwsCAkJwcjISNehCClI9uzZ5c/aP5M5c+Z4j1Uq1Tevu3//PiEhIejr6//WmGlRsrlKCwsLI0OGDPJjlUrF+vXrGThwIP/88w87d+5M8NgFCxbk8ePHNGnSRIlQk0RAQMB366FqGrAEBATI27Zs2cKGDRtQq9U0adIEV1fXn449YcIEuakXxM0ey58//y9jypw5MxUrVvzdt5AoZ8+epVOnTnh7e5M5c2YcHBzkWrQJERUVRf/+/dmyZQsAQ4cOZcmSJSkqUSEIgiBol7bOvT8672pmokPcjO2Udk4KCAigc+fOHD9+HICMGTOycuVKGjduTKVKlahVq1aKe0+CIAiCIAi60K9fP12HIKRA35ud/jsMDQ2/KRvUsmVLLl26lKAy2mlFsrmyKVGiBNevX6dkyZLxtq9du5ZBgwYlquHjvHnzsLS05Pr169jY2CQ21CTzs5n3Xz63ePFiFi9e/NvjZsiQId4Ni//H3l2HR3G9bwO/N54QIQoEghUJEpwCpRQpGtxD8RYIEKxA8RKsRdrSIsESXIIFL65fSnEI7hKgSCDuet4/eDO/LBEiuzub3ftzXblIZs6cec5MyNl5ZuYcbbRo0SK8ffsWlStXxo4dO1C5cuU81xUaGoouXbrgzJkzMDAwwKJFizBixAgVRktERLpCHX1vVv1u+jlatL1fTi81NRXLly/HTz/9hLi4OGl5jx490Lt3b1hYWOD+/fsoUqSIjFESEREREVFOmZubw9DQsEAOLakpWpNE79KlC7Zs2YI+ffpkWLds2TIIIbBy5co81d2hQwds2LABw4cPR/ny5TF48OA8Dw2jKfb29kpPvKUJDQ0F8H9PxemqNWvWoHz58vD29s7w2kluPHr0CO3atcPDhw9hZWWF7du3ZzvUDRER6S9N971pw7kA/5eg3759O/z9/dGhQwcMHDhQpfvLr+DgYCxbtgyLFy9GWFiY0jqFQoHp06fDwsICAJhAJyIiIiIqQAICAnDv3j0kJSUpvTFL/0drkuiTJ0/G5MmTs1y/fPnyPI+lOWvWLAAfX00YNmwYFi5ciG+++QbFixfPMpk+ffr0PO1LVdzc3ODv74/k5GSlV6Fv3boFAKhatapcoanFjRs34O/vj7lz50KhUMDW1hYLFizIV51nzpxB586dERYWBhcXFxw8eFDnjhsREamOpvve9J9BzM3NAQBPnjzBnj17YGRkpDVJ9PPnz2PBggXYv3+/0uudJUuWhJ+fHy5cuIBvvvkGX3zxhYxREhERERFRflSqVEnuELSaxpLoKSkpSq8ta9KMGTOULlQfPXqER48eZbuN3En0zp07w9fXFwEBAUpD0Kxfvx7Ozs6oV6+ejNGp1rp16zBs2DDEx8ejUqVK6N+/v0rqHDJkCJKSklCvXj3s2bMHRYsWVUG0RESkqzTd96Z/Ej3taY82bdrAwMAgX8PYqcqrV6/QrVs3XLx4UVqW9llu/fr1+O6776BQKArUnDNERERE2uiHH35ASEgI7O3tsXr1arnDIaJMaCyJbmVlBTc3N9SsWRO1a9dGrVq1UK1aNY29IqBNY/ocOnQIMTExiIqKAgDcvXsXO3fuBPDxaXkLCwu0adMGLVq0wLBhwxAZGYly5crB398fhw8fxqZNm2S7IaFK8fHxGDVqFHx9fQF8TBzkN2mQmpqKyZMnS0+xd+/eHevXr5ee8CMiIv2kjX1v+voMDAwAADVq1ECNGjVUup/cSkxMxOTJk7Fo0SLpyfOBAwfixx9/RK9evZCSkoJq1app/dB4RERERAXFmzdvEBwcjMTERLlDIaIsaCyJbmZmhsuXL+Py5cvSRZeRkRGqVKmCWrVqSV81atSAmZmZSvedmpqq0vrya9iwYQgKCpJ+3rFjB3bs2AEAePbsGUqXLg0A2LVrF6ZOnYrp06cjNDQUrq6u8Pf3h4eHhxxhq9SzZ8/Qo0cPXLlyBQqFAjNnzsTUqVOlJEJexMbGok+fPti9ezcAYNq0aZg5c2a+6iQiIt2gjX1v+iT00KFDVV5/bgkhsHnzZowZM0YaG16hUGDAgAFYtGgRrKyscOjQITg7O+vEzXwiIiLSXyVLloSlpaXWzDdnbW2NxMREWFtbyx0K6ant27fj+vXrMDIyQsuWLdGoUSO5Q9I6CqHBR7QfP36MS5cu4fLly7h06RKuXbuGhISEj4H8/wtJQ0NDVKxYEbVq1ULt2rUxatQoTYWntyIjI2FjY4OIiAiN/ME+fvw4evTogbCwMNjZ2cHf3x8tW7bMV52vXr1Cx44dce3aNZiYmGDNmjXo3bu3iiImIipYNP13nXIn7fy8evUKJUqUAPDxRnDaW1Opqak4d+4czpw5g6lTp2rkie8nT55g4MCBOHv2rLTMwMAAqamp2LFjB7p166b2GIiICir2u9qP56jgcXd3R3BwMJycnHDw4EG5wyFSKW38/XZ3d8e5c+cAAA0bNtSauLIix991jU4sWq5cOZQrVw7fffcdAKBv377YsmUL1q9fj8DAQFy/fh03btzAnTt3cOfOHWzatEktSfSEhAQ8fvwYiYmJqFmzJgAgOTkZqampMDIy4pPLamZsbIzw8HB8+eWX2LlzJ1xcXPJV3+XLl9GxY0e8efMGDg4O2L17N77++msVRUtERKR+6Z9pCA8PR8uWLREfH4+WLVviyy+/VPv+L126JCXQFQoFfvnlFxgYGCAmJibfN7qJiIiIiKjg+fDhA/r16wcA+PrrrzFlyhSl9RMnTsStW7cAAHv27FGa8+nw4cNYvHgxAGDUqFFo3bq1hqJWH40m0bPSp08f9OnTR/r5xYsXUlJdlc6ePYtffvkFp06dQnJyMipWrIi7d+8CAObPn4/p06ejfPnyuH37NoyMtOLQqJWPjw98fHyk8U7VKTk5WTqmjRs3xt69e9GyZUuYmprmq96tW7di4MCBiI+PR5UqVXDgwAHplXwiIiJt8mm/m/4J8ydPnsDNzQ0AYGdnJ4097ujoqNaYhBBYvny59NCCpaUldu7ciVatWql1v0RERJqgyWteIqKCbPr06RgzZgzCw8OlZampqQgODgYAREREZNgmLCxMWv+p+Ph4aV18fLzqA5aBVj5yXbJkSXTo0AHe3t4qq/O3335D06ZNcezYMSQlJWWYaHT8+PGwtbXFo0ePsGnTJpXtV5t5eXnh7t27uHz5slr3c+DAAVSoUAEPHz6UlrVv3z5fCfTU1FT8/PPP6NWrF+Lj49G2bVucP3+eCXQiItJan/a76T+LeHl5KZVdvXo11q9fjzJlyqgllvDwcLRr1w7ffPMNvLy8pOTCpEmTmEAnIiKdoalrXiKigq5+/fqws7ODpaWltMzAwABOTk5wcnKCjY1Nhm1sbW2l9Z8yMzOT1ql67ku56P7j1gCOHj2KiRMnAvg4xk///v3Rs2dPpTKmpqbo2rUrfH19sX37dgwYMECGSHVLXFwcfvrpJ/j4+AAAZs+ejY0bN+a73qioKPTr1w979uwB8PEGyLx58zjJGRERFSjpk+ifjnv+6c9CCJWNjX7q1Cm0b98eMTExAD5+BhozZgz69OmDqlWrqmQfRERERNps2rRpCA8PR+HChTFnzhy5w8HmzZsRExODQoUKcX43PfLhwwe4u7urpW57e/t85+AcHByyHRt9/vz5Wa5r3bq1Tgzhkp5eJNEXLlwIAPjmm29w4MABAMiQRAeAOnXqwNfXF4GBgZoMTyfduHEDvXv3xp07dwAAP/74I+bOnZvvep88eYKOHTvizp07MDExga+vrzQ+ExERUUGSmpoqfZ/Va+bR0dGYNGkSEhMTsXz58nzfML5//z6aN28u7btSpUoICAhApUqV8lUvERERUUFy7do1aWJHbbB582YpHibR9Uf64VJ0WWJiovR9+nHTCxqNJdFfv34NZ2dnTe1OyeXLl6FQKODh4ZFtOTs7OwBAaGioJsLSSbGxsZgzZw4WLFiAlJQUFC1aFOvWrVPJq+FHjx6Fh4cHwsLCUKxYMezatQv169dXQdRERESal5CQIH3/6TBzac6fPw8fHx8YGBigZ8+e+Pbbb3O1j+joaGzcuBGDBw/GtWvX0KhRIymB3q1bN2zZsgXGxsZ5bwQREREREeWKvb292ur+8OGD0sM62qBTp07STaLsnmzXdhpLopcoUQLFixfHl19+iS+//BL16tVDbGysRvYdFxcHALCyssq23Nu3bwFAafwffZLVBXxu+Pn5SU+cd+nSBcuWLUORIkXyHdeCBQswZcoUpKamol69eggICEDx4sXzHS8REZFckpKSpO+z+qDbokUL+Pv7w8nJCc2aNQPwf/3154Z3EUKgZs2aePz4MSIiIvDzzz8jOTkZBgYGWLduHfr27auilhARERFRfsyePRuJiYkF+ildyjlVDHWcFXd3d714ul0OGptYtGrVqnj37h12796NyZMn49tvv5XGtPbw8MDcuXNx6NAhvHnzRuX7Tpts8tKlS9mW27Ztm1J5fTN79uw8JdLTz9w7fPhwdOrUCbt370ZAQEC+E+hRUVHo3r07Jk2ahNTUVHz//fc4ffo0E+hERFTgpX+tMTk5OctyHh4eUgIdAI4cOYIqVapg2bJl0rKQkBD069cP7dq1k5YpFAp06NABZcuWxYwZM5CcnAwjIyOcPn2aCXQiIiIiLVK7dm00aNAAtWvXljsUIpVzc3NDrVq14ObmJnco+aKxJ9Fv3ryJhIQE3LhxA9euXcPVq1dx7do13L59G9u3b8f27dulJ6ocHBxQo0YN1KxZE/Pmzcv3vjt27Ij58+fDz88PPXr0QMOGDTOU8fb2xj///JOjYV901R9//IFnz55h5cqVcHBwyLZsSkoKjh07hoULF+LRo0d48OABTExMYGRkhN27d6sknrt376Jr1664f/8+jI2NsXjxYnh6eqpsYjUiIiI5pX8SPX1C/XO2bNmCe/fu4eHDh9IyS0tLbN68GampqXj+/Ln0QMBPP/2EU6dO4enTp7CwsMCZM2dQp04dlbWBiIiIiIh0g7m5OSwsLGBubq7SerObgLQgyXMS/caNG6hatWquJrgyNTWVhnNJk5SUhJs3byol1m/duoVjx47h+PHjKkmiT5gwAZs2bcJ///2HZs2aSTPffvjwAePGjcPRo0dx9+5dAECVKlUwdOjQfO+zIDIyMsKuXbtw4sQJeHp6om/fvqhatSqAj6+Zv379GlevXsWJEycQEBCA169fAwAMDQ1x9uzZXI/Tmp0tW7Zg8ODBiI2NRfHixbFz506Of05ERDolLXFeqFChXH32WLx4Mdq1a4cSJUpIy0xNTbF48WI4OzvD1tYWwMc3xXr16oXr16/D0dER586dQ/ny5VXbCCIiIiIi0gkBAQFyh6DV8pxEr1mzJszNzXHjxg2UK1cuzwEYGxujdu3aqF27NgYPHgzg4yvNd+7cwdWrV/Ncb3q2trY4evQoOnTogCdPnmDfvn1QKBQICQnBX3/9JQ1h0qBBA2zfvl1vx0Q/duwYxowZgxs3bmDBggUoVKiQlETftm0bvvvuO6XyhQsXxoABAzBq1CiUKVNGJTHEx8dj/Pjx8PHxAQB8++232LJli9bMmE1ERKQqaUl0e3t7DBs2LMfbFS5cGD169Miw3MvLS/o+KCgIVapUQUxMDKysrHD48GEm0ImIiIi01OvXr5GSkgJDQ0M4OzvLHQ4RZSJfw7nEx8fn6vXjnDIyMkL16tVRvXp1ldVZqVIl3Lx5E76+vggICMDt27cRHR0NJycnVKtWDb1794aHhwcMDDQ2TLzsfHx84OPjg5SUFABArVq1cPXqVRw4cAAbN25E+/btpbJFixaFoaEhKlasiK+//hpt27ZFq1atYGpqqrJ4nj59iu7du+PatWsAgGnTpmHGjBm5etuBiIhIW33a76aNg25sbKzS/QQHB6NatWqIiYmBQqHAjh07UKtWLZXug4iIiIhUZ9CgQQgODoaTkxMOHjwodzhElAm1jYn+9OlTjBs3DnXr1sWUKVPUtZtcMTc3x6hRozBq1Ci5Q9EKXl5e8PLyQmRkJGxsbAB8HJqlY8eO6Nixo1LZRo0aIT4+HkZG6vmV2blzJ3744QdERkbC3t4eGzduRJs2bdSyLyIiIjl82u8mJCRI6x49eqSSJ8UjIyNRuXJlREZGAgDWrFmDVq1a5bteIiIiIiKivPj1118REREBGxsbrckR54XakuhxcXHYu3cv9u3bJ/sBunnzJgCgTJkysLKyyrRMdHQ0WrRogcTERPz2229o1qyZJkPUeupKnsfFxWHs2LFYsWIFAOCrr77C1q1b4eLiopb9ERERaYu0t/mePHmC2rVrS4nvvEpISEClSpUQEhIC4OOT7wMGDMhvmEREREQ6p1OnToiOjtaa4XybNGmCqKioLHNWRJqwaNEiREZGwtraGqNHj1ZZvf/884/0pkVBprYkujapUaMGFAoFdu/ejQ4dOmRaxtLSEpUqVcK6deuwePFiJtE14M6dO/Dw8MDt27cBAJMmTcKsWbNU/lo7ERGRNkpKSpK+VygU+aorOTkZ1apVkyb9njdvHoYPH56vOomIiIh01ZAhQ/Jdx7Rp06ThaHfu3AkLCwtp3cmTJ/H7778DAIYNG6Y0XC4AuLu7AwBcXV2xcOFCTJgwId/xEOXXkSNHpGS3KpPoukIvkug51bBhQ6xbtw5XrlyROxSdJoTA8uXLMW7cOMTHx6NIkSLYsGEDWrZsKXdoREREGpM2NjqgnFDPrdTUVLRr1w4PHz4EAPz000+YOHFivuMjIiIioqyFh4cjODgYwMc8R3rx8fHSuri4uAzbpq0rUqSImqMkkt+GDRuQmppa4OehZBI9nbSxST98+CBzJLrr3bt3+OGHH/D3338DAFq3bo1169ax4yAiIr2TPnGeNslobgkhMHLkSBw5cgQKhQJ9+vTBggULVBUiEREREWWhcOHC0vAUn75VaGZmJq0zNzfPsG3aOltbWzVHSSQ/BwcHuUNQCZ1NogcFBSEoKEhp2e3bt1G4cOEMZVNSUvDgwQPMmjULCoVCJRN7UUa7d++Gp6cn3r9/D1NTU8ybNw+jR4/O9yvsREREBVH6JHpSUhKSkpJyPaTZlClTsGzZMigUCmzYsAF9+vRRdZhEREREBGDmzJnS5Ije3t6YM2dOlmWbNWuW7TDBBw8eVEeIRKRG+U6ia2sC1MrKCmPGjMGNGzegUCgghMDPP/+c7TZCCCgUCowYMUJDUeqH0NBQjB49Gps2bQIAVKtWDZs2bYKbm5vMkREREcnn089Q0dHRuXoaad68eZg3bx4AYNWqVUygExEREeWQu7u7NPZzThPaFy9e1InJEYkob/KdRG/atCmqVauGqlWrws3NDVWrVkWVKlVUEVu+2NnZ4fjx42jevDkCAwOlRHp2zM3NMXbsWHh6emooSt0mhEBAQAC8vLwQHBwMAwMDTJgwATNmzICpqanc4REREcnq03HQczOky5EjRzB58mQAHyekGjRokEpjIyIiIiIiUoULFy4gMTERJiYmqF+/vtzh5Fm+kuhCCAQHB+PEiRM4ceKEtFyhUCiNcX369GlUr15d42M92dnZ4cSJE1Iifc6cOWjYsGGGcgYGBihUqBAqVqyIQoUKaTRGXfX06VOMGjVKGvu8UqVKWLt2LerVqydzZERERNoh7eZ+mTJl0LNnT5iZmeVou7dv36JLly4AAGNjY+zYsUNtMRIRERHRR/7+/joxOSKRps2aNSvXb35oozwn0ZctW4bAwEAEBgbi9u3biI2NldYJIfDmzRvpNeVvv/0WAODi4oIaNWqgZs2aqFGjBmrUqIFSpUrlswnZs7W1xfHjx9GyZUtUrVoVjRs3Vuv+ChIfHx/4+PggJSUFALB27VqMHDkyXx1CZGQk5s2bh4ULFyIhIQHGxsaYNGkSpk6dyqfPiYhIr33a76Z9TqpQoQLmzp2bozqEEOjcubP0ucvPzw9Vq1ZVT8BEREQF3Kd9L1F+2NjYyB0CEckoz0n0oUOHSt8LIfDgwQMpqR4YGIgbN27g3bt3Stu8ePECL1++xP79+6VlhQsXRvXq1VGzZk388ccfeQ0nW2mJ9LCwsGzL3b9/HwqFAhUrVlRLHNrGy8sLXl5eiIyMhI2NDcaMGYNt27bBx8cHNWvWzFVd0dHRWL58OebPn4+QkBAAH2+eLF26FK6uruoIn4iIqED5tN81NDQEkHFYl+ysWbMGFy5cAAB0794d/fr1U0usREREuuDTvpeIiDRvwIABiImJKfCjf+R7THTg45NUrq6ucHV1hYeHh7T83bt3uH79ulJy/fHjx0hNTZXKhIWF4fTp0zhz5ozakujAxzuGn+s0V61ahUWLFmHfvn1o27at2mLRVoUKFcL58+dRu3Zt9O3bF9OmTUP58uWz3ebRo0dYuXIl1q5di9DQUAAfn6ibP38+OnbsqLUTzxIREWmLpKQk3L17FyVKlIC1tXWW5eLi4jBy5EgAgKOjI9avX6+pEImIiIiISMd9/fXXiIiIUPlNxx49eqi0PrmoJImelSJFiqB169Zo3bq1tCwuLg43btxQSqzfvn0bcXFx6gwFAPDq1StcvnwZsbGxmb7O9f79ewghMG3aNL1Mol+5cgWzZ8/Gli1bsGHDBmzcuBEtW7ZEhw4dUK1aNdja2iIpKQlPnz7F5cuXcfToUVy7dk3avnz58pg8eTL69u0LIyO1/moREREVeGljoN+4cQNVqlTBhg0b0Ldv3yzL//LLL9Lnpf3798Pc3FwjcRIRERERcPbsWSQkJMDU1BSNGjWSOxwilZsyZYrcIWg1jWc6zc3NUb9+faXZWIUQePjwoVr3O2HCBPz5559KT8Fn5cmTJ2qNRVs5Oztj8+bNGDNmDGbMmIGDBw/iyJEjOHLkSJbbGBgYoHXr1hg2bBjatGkjvZpORERE2Uv7TGJsbAzg44ShWYmMjMSyZcsAACNHjuRE3UREREQaNnfuXGlyRCbRifSPVjwurO5xyNetW4fff/89R2UNDAykV6X1Vd26dfH333/j8ePH2Lp1K/755x88ePAA0dHRMDQ0hIuLC9zc3NC4cWO0adMGTk5OcodMRERU4KS9tZU28faLFy+yLOvj44OwsDBUrFgRf/75p0biIyIiIiIioo+0IomubitXrgQAODk5wcfHBzVq1ECPHj3QrFkzjBgxAgCQkJCA5s2bo0qVKvjll1/kDFdrlCtXDtOmTZM7DCIiIp2U9gR6WjL98ePHmZbz9/fH3LlzAQDTpk3jW19EREREMhg0aBDi4uI4pB5RLnXt2hXv37+Ho6MjAgIC5A4nz/QiiX779m0oFAqMHz8eXbt2BQD06dMHa9euxW+//SaV8/LywpQpU7B8+XIMGzZMrnCJiIhID6Qlz9OS6Xfv3oUQQmlS7g8fPmDIkCGIjo6Go6Oj0gTuRERERJQ3s2fPRmJiIkxMTHK8TZcuXdQYEZH8+vbti5CQENjb22Pjxo0qqzcuLg6xsbEamQ9TnQzkDkAT0iYRdXFxkZb16tUL9+7dw+nTp6VlxYsXhxACS5cu1XSIREREpGfShnExMPj4cezFixd48+aNtD41NRXff/89oqOjAQBTp07lxN1EREREKlC7dm00aNAAtWvXljsUIq0REhKC4OBghISEqLTekiVLomzZsihZsqRK69U0vUiily5dGgBw7949aVnRokXh7u6O4cOH4+nTp3j79q00YVdQUJAcYRIREZEeSXvyKSEhAZUqVQIAnDp1Slq/dOlS7N+/HwBgaWmJQYMGaT5IIiIiIiKifFixYgW2b9+OFStWyB1KvuhFEr1du3YQQmD9+vWIj4+Xlk+bNg2PHj1C+fLlUbx4cVy8eBEKhQJubm4yRqs5Pj4+qFy5MurWrSt3KERERDrv0343bTzNhIQEDB06FOvXr8d3330HANizZw/GjBkjbevp6YlChQppPGYiIiIiIiLSkyT6xIkTUbx4cQQFBSldkNatWxc+Pj4wMjKCEAJCCFhbW+Ovv/6SLVZN8vLywt27d3H58mW5QyEiItJ5n/a7acO5JCYmYtSoUejXrx8UCgX27t2Lbt26QQghbTt8+HBZYiYiIiLSRVevXsX58+dx9erVHG/ToUMHNGjQAB06dFBjZESkrfRiYE17e3tcuHAB9+/fBwCl2ZSHDBmCJk2a4OjRozAzM0O7du1QtGhROcMlIiIiPZD2WSQmJkZpQlFDQ0OkpKSgSpUquHPnDlq3bo2yZcvKGSoRERGRTvn5558RHBwMJycnHDx4MEfbJCcnIykpCcnJyWqOjoi0kU4l0X/77TcMHDgQDg4OGdYVL14cxYsXz3S7ChUqoEKFCuoOj4iIiEhiYWEB4OOT6CkpKdKkoV9++SVOnjwpDe0yePBg2WIkIiIioo+++OIL2Nraws7OTu5QiAqUZcuWISoqClZWVgX6DVudGs5l4sSJKFGiBL777jucOXNG7nA0JjAwEA0bNoS1tTXKli0LPz8/uUMiIiLSaaroe62srKTvo6Ojpe+dnJwQGxuLt2/fwtHREe3atVNJzERERESUd0uWLMHmzZuxZMkSuUMhKlAOHDiAHTt24MCBA3KHki86lUQHPj7NtW3bNjRr1gyVKlXCX3/9hbCwMLnDUqu+ffuiVatWCA8Px86dO/Hjjz/i3r17codFRESks1TR95qYmMDA4ONHsZiYGKV1GzZsAAD06tULJiYmqgmaiIiIiIiI8kSnkuj//PMP+vXrB3Nzcwgh8ODBA4wbNw7FixdH//79ce7cOblDVIvnz5+jV69eMDAwQK1atVCpUiVp/HciIiJSPVX0vQqFQnod+N27d9LyqKgo7Nu3DwDQr18/1QVNRERERESkYYsXL8amTZuwePFiuUPJF51Kon/11VdYt24dXr9+jSVLlqB69eoQQiA+Ph6bNm3CN998Azc3N/j4+CAyMlKWGKOiojBhwgS0bNkSjo6OUCgUmDFjRqZlo6OjMWbMGDg7O8PMzAw1atTA1q1bM5QbOXIkNm3ahOTkZFy6dAkvX75EgwYN1NwSIiKigkGb+15ra2sAyk+iBwQEID4+HhUqVECtWrVyXScREREREVFujRo1CtOmTcOoUaNUWm+5cuXg6uqKcuXKqbReTdOpJHoaa2treHl54fr167h48SK+//57FCpUCEII3LlzB6NGjYKzszMGDRqES5cuaTS2kJAQrFq1CgkJCejUqVO2Zbt06YL169fD29sbhw4dQt26ddGrVy9s2bJFqVyrVq2wYcMGmJmZ4auvvsKsWbNQtGhRNbaCiIio4NDmvtfW1hYA8ObNG2lZWtK+d+/eUCgUua6TiIiIiFRv0aJFmD17NhYtWiR3KERq0bp1a3Tq1AmtW7eWOxStpJNJ9PTq1q0LPz8/vH79GsuXL0ft2rUhhEBsbCzWrl2LBg0aoFatWli1apXSpF7qUqpUKYSFheHMmTOYO3duluUOHjyIY8eOYdmyZfD09ETTpk3h6+uLFi1a4KeffkJKSgqAj4mBdu3aYd68eUhISMDDhw/x119/Yf/+/WpvCxERUUGgzX1v2pPo79+/B/BxWJfjx48DAHr27Jnr+oiIiIhIPY4cOYK9e/fiyJEjcodCRDLQ+SR6GktLS3h6euLy5cu4evUqPD09YWVlBSEEAgMDMWzYMDg7O2PYsGG4fv262uJQKBQ5eqps9+7dsLS0RPfu3ZWWDxw4EK9fv8bFixcBAE+fPoWlpSV69uwJQ0NDlC1bFu3bt8/2j3pCQgIiIyOVvoiIiHSV3H1vdv2ug4MDACApKQkA4O/vj5SUFNSqVQsVK1bMU3uJiIiIiIi0xb1793Dz5k3cu3dP7lDyRW+S6OnVrFkTI0eORNeuXQF8vLgWQiA6OhorV66El5eXzBECt2/fRqVKlWBkZKS0vFq1atJ6AKhYsSLi4uIQEBAAIQSCgoKwd+9euLm5ZVn33LlzYWNjI325uLioryFEREQFhLr63uz63RIlSgAAHjx4AADSsDEDBw5UbeOIiIj0kI+PDypXroy6devKHQrpgOXLl2P79u1Yvny53KEQqUVQUBCePn2KoKAgldY7btw4fP/99xg3bpxK69U0vUqiJyYmYvPmzdIEo+vWrQMACCFgbW2NYcOGITAwEP/++6+8geLjq+J2dnYZlqctCwkJAfDxNfAdO3bgl19+gY2NDRo0aAB3d3cMGjQoy7onT56MiIgI6evly5fqaQQREVEBoq6+N7t+t0yZMgCAhw8f4unTp7h8+TIAfHbsdiIiIvo8Ly8v3L17V+pfidIcPHgQV65cwcGDB3O8TalSpVC2bFmUKlVKjZERyWfYsGHo0aMHhg0bJncoWsno80UKvocPH2LVqlVYv349QkNDAXxMnANA7dq1MXToUPTq1QsWFhZyhplBdq+ep1/XokULtGjRIsf1mpqawtTUNF+xERER6SJ19L3Z9bvOzs4AgJcvX8LHxwcA0LhxY+kJdSIiIiIiooKsU6dOiI6OhqWlpdyh5IvOJtGTk5Oxa9curFy5EqdPnwbwf4lzS0tL9OrVC56enqhVq5aMUWbN3t5eeuItvbSbAJk9KUdERER5J0ffW79+fQDAo0ePsHDhQgAcyoWIiIiIiHTHkCFD5A5BJXQuif7s2TOsWrUKa9euxfv37wH8X/K8Ro0a8PT0RO/evbX+7oebmxv8/f2RnJysNDbrrVu3AABVq1aVKzQiIiKdJEffW6xYsQzLevbsqfL9EBEREVH+3Lx5E0lJSTA2NpbmzCEi/aFTY6K3atUK5cuXx4IFCxAcHAwhBMzNzTFw4EBcuHAB165dg6enp9Yn0AGgc+fOiI6ORkBAgNLy9evXw9nZGfXq1ZMpMiIiIt0kR99rYGCAoUOHSj+vXbsWZmZmKt8PEREREf2fVatWYeHChVi1alWOt5k0aRI8PT0xadIkNUZGRNpKp55EP3bsGBQKBYQQKFy4MGbPno2+ffvC2tpa7tCUHDp0CDExMYiKigIA3L17Fzt37gQAuLu7w8LCAm3atEGLFi0wbNgwREZGoly5cvD398fhw4exadMmGBoaytkEIiKiAkWb+97FixejWbNmcHV1hZubm1r2QURERET/Z8+ePQgODoaTk5PODDVBROqlU0n0NAqFAhEREViyZAmSkpLQv39/2Nrayh2WZNiwYQgKCpJ+3rFjB3bs2AHg43A0pUuXBgDs2rULU6dOxfTp0xEaGgpXV1f4+/vDw8NDjrCJiIgKLG3ue42NjdG9e3e11U9ERERE+de9e3fExMSgUKFCcodCVKD88MMPCAkJgb29PVavXi13OHmmU0n0U6dOYcWKFdi9ezcSExPx6NEjjBs3DlOmTEGPHj3g6emJBg0ayB0mnj9/nqNylpaWWLRoERYtWqTegIiIiHQc+14iIiIiyg9O/k6UN2/evEFwcDASExPlDiVfdGpM9MaNG8Pf3x///fcf5s+fj3LlykEIgfj4eGzcuBFff/01qlevjhUrViA6OlrucImIiIiIiIiIiIh0lrW1NQoXLqx1w23nlk49iZ7G3t4eP/30E3766SecPHkSK1aswN69e5GUlITbt2/Dy8sLEyZMwHfffQdPT0/UrFlT7pBl4ePjAx8fH6SkpMgdChERkc5jv0tERET0eX379sWVK1eQkJCAwoULK63btWsX/Pz8PltHyZIlsWLFCqVl06ZNw7Vr1wAAHz58UFm8RJS9rVu3yh2CSuhkEj29Zs2aoVmzZnj//j1Wr14NPz8/PH36FNHR0fD19YWvry/q1KmDYcOGwcPDA2ZmZnKHrDFeXl7w8vJCZGQkbGxs5A6HiIhIp7HfJSIiIvq8kJAQJCQkIDk5GUIIpXVxcXEIDg7+bB2WlpYZloWHh+doWyJ9tWHDBqSmpsLAQKcGLlEZnU+ip3F0dMSkSZMwadIkHD16FCtXrsT+/fuRnJyMy5cv48qVKxg7diz69esHT09PVKpUSe6QiYiIiIiIiIj0lkKhUPrZ3NwcTk5On93Ozs4uw7LChQtn2Nbe3j7HsfTt21eaHHHjxo053o6ooHBwcJA7BK2mN0n09Fq2bIlq1arB2dkZPj4+0h/l8PBwLF68GGfPnsXVq1dljpKIiIiIiIiISD8ZGRnBxMREaVmXLl3QpUuXPNU3Z86cfMUTEhLCJ9mJ9JjeJdGPHj2KVatWSU+hKxQKCCFgYWEBDw8PeHp6om7dunKHSUREREREREREWiLtqfXcPL1ORMDmzZsRExODQoUKoXfv3nKHk2d6McjNu3fvMHfuXHzxxRdo06YNdu/ejaSkJAghULVqVSxduhSvX7+Gn58fE+hEREREREREOZScnIwVK1agRo0asLCwQPny5bFhwwalMvfv38c333wDCwsL1K9fH3fu3FFan5iYiB9//BG2trYoXrw4li9fnmE/+/btg6urKywtLdGzZ09ERESotV1En9q4cSMOHjzIoVxIZ+3atQubN2/Grl27VFrv5s2bsWrVKmzevFml9WqaTifRjx49im7duqFkyZKYNm0anj17BiEEzMzM0L9/f/z777+4ceMGhg8fDmtra7nDJSIiIiIiIipQbt++jeHDh6NKlSqYPn06ChcujP79++Pvv/8GAISFhaF58+YIDg7GjBkzEBMTg9atWyslwX/88Uf4+Phg6NChaNmyJYYPH46AgABp/fnz59G1a1eULl0akydPxrFjx9CnTx+Nt5WISJf5+fnhzz//hJ+fn9yhaCWdG87l3bt3WLNmDfz8/PD8+XMAkGZzrlKlCoYMGYJ+/frBxsZGxiiJiIiIiIiICj4DAwP4+/ujZ8+eAIDRo0ejfPnymDNnDtq2bYvFixfj9evXePjwIcqVK4fu3bujXLlyWLJkCaZNm4anT59i5cqVmDJlCmbNmgUACAoKwqRJk9C1a1cAwJQpU1CyZEns378fxsbGcHFxQf/+/fHPP//g66+/lq3tRET0ebNnz0ZiYmKGOQ4KGp1Konfr1k0a6zwtcW5mZoZu3brB09MTDRs2lDlCIiIiIiIiIt3h5uaGatWqST+bm5vjq6++wuHDhwEAO3fuRO3atVGuXDkAQJkyZVCzZk1s374d06ZNw+7du5GSkiIl4YGPk0eOHDkS165dg4uLC86cOYNx48bB2NgYANCxY0cYGhpi+/btTKITEWm52rVryx2CSuhUEj39mD2urq4YMmQI+vfvD1tbWxmjIiIiIiIiItJNCoUiw7LQ0FDY2dkhISEB9+7dw/fff6+0vmbNmli7di0SExNx/fp1GBsbo0qVKkrrAeD69esIDQ2FEEJaBgA2NjYoU6YMrl+/nmlMCQkJSEhIkH6OjIzMVxuJAGDt2rXS5IgDBw6UOxwi0jCdGhPdxMQEvXr1wunTp3H37l2MGTOGCfRs+Pj4oHLlypxMlYiISAPY7xIRkT54+/Yt/vnnH3z55ZcICQlBSkoK7OzslMrY2dkhJSUFISEhCA4OznQ9AAQHByM4OFhpWfoyaes+NXfuXNjY2EhfLi4uqmoeacDy5ctRs2ZNlCxZUu5QlOzYsQPr1q3Djh075A6FiGSgU0n0//77D5s3b8Y333wjdygFgpeXF+7evYvLly/LHQoREZHOY79LRET6YMaMGUhISMDQoUOlZWnDrX4q7Sn2z63PqkxmT8EDwOTJkxERESF9vXz5Msfxk/xKlSoFCwsLmJqayh0KEanA69ev8fLlS7x+/VruUPJFp4Zzsbe3lzsEIiIiIiIiIr10/vx5+Pr6wt3dHc2aNUNcXBwUCgVCQ0OVyoWEhMDQ0BB2dnawt7dHWFhYhvUA4OjoKF3nZ1ZHsWLFMo3D1NSUCVhSuXnz5iEpKUkam5+IcmbQoEEIDg6Gk5MTDh48KHc4eaZTT6ITERERERERkebFxsaif//+sLGxwYoVKwB8nGS0XLlyCAwMVCp77do1uLq6wsTEBG5ubkhKSsKdO3eU1gNA9erV4ebmBgBKdYSFheH58+eoXr26ehtFlE61atVQu3ZtpYl0iUh/MIlORERERERERPkyZswYPH78GOvXr1cag7xTp064du0anj59CgB49OgRAgMD0b17dwBAx44dAUBpnOnt27ejTJkyqF27NpydnVG3bl3s2bMHycnJAICAgACkpKRIdZBuOXz4MN69e4eIiAi5QyEiFWjSpAnatGmDJk2ayB1KvujUcC5EREREREREpFnbtm2Dr68v3NzcEBQUhKVLlwL4OBzL2LFjsWbNGrRt2xYDBgzA2rVrUbRoUYwcORIAUKVKFXz33XeYO3cuEhMT8fz5c5w7dw7+/v7SmOdz5sxB69at0aFDB9SvXx9//PEHWrVqhcaNG8vWZlKfxYsX4/HjxwCA8uXLyxwNkf4oWbIkLC0tM0zknF8TJkxQaX1yYRKdiIiIiIiIiPLkwYMHGDx4MADg1q1bUnIc+DgcS8+ePXH06FEMHToU3t7eqFmzJnbu3KmUpPH19YWFhQWWLl0KKysr+Pj4wMPDQ1rfsmVLbNy4ET///DPOnDmDdu3aYeXKlZprJBGAoKAgpKSkwNDQEKVKlZI7HCKVSxuKizLHJDoRERERERER5UnFihURGRmZbZlatWrh0qVLWa63sLCAr68vfH19syzTu3dv9O7dO89xEuXXsGHDdGJyRCLKG46JTkRERERERERERESUBT6JTkRERERERERElI1WrVohMjIS1tbWcodCVKCMHTsWYWFhsLW1xcKFC+UOJ8+YRNdjPj4+8PHxQUpKityhEBER6Tz2u0REREQF1+jRo+UOgUitpk2bhvDwcBQuXBhz5sxRWb3379+XhkIqyDicix7z8vLC3bt3cfnyZblDISIi0nnsd4mIiIiISFtdu3YNFy5cwLVr1+QORSvxSXQiIiIiIiIiIiIiUjldmYiXT6ITEREREREREREREWWBT6ITEREREREREZFWsLe3h6mpqdbNIzNy5EiEhobCzs4OS5YskTscItIwJtGJiIiIiIiIiEgrbNy4Ee7u7ggODpY7FCVPnjzRickRiShvmEQnIiIiIiIiIiLKhpGREYyNjWFkxFQaUW7s378fcXFxMDc3R/v27eUOJ8/4P5+IiIiIiIiIiCgb+/btkzsEogJp+fLl0lscBTmJzolFiYiIiIiIiIiIiIiywCfRiYiIiIiIiIhIK/z666+4f/8+EhISOP44kQ4YP3484uPjYWZmJnco+cIkuh7z8fGBj4+P1s14TUREpIvY7xIREWkW+96C6Z9//kFISIjcYRDpnU6dOiE6OhqWlpYqrbdZs2YqrU8uCiGEkDsIkldkZCRsbGwQEREBa2trucMhIqJ84t917cbzQ0SkW/h3XfvxHBUs7u7uOHfuHACgYcOGOHjwoMwRfbRr1y5pcsQuXbrIHQ5Rptzd3aXxx7Xl/446yPF3nU+iExERERERERERZcPPz09KTjKJTqR/mEQnIiIiIiIiIqJc6du3r1qGXbly5QqSk5NhZMSUFZEuiI2NhRACCoUCFhYWcoeTZ/yLpAM+HasoNjYWv/32G8aNGydTRERERLqNfS8RERHpu5CQEAQHB6u83oSEBJXXqQqTJ09GQkICTE1N5Q6FqEDp1q2bTgwxwyS6DoiOjpa+f/PmDVxcXPhqERERkRqx7yUiIiL6yMDAAA4ODiqr78WLFwAAU1NT2Nvbq6ze/GrUqJHcIRCplb6Mp55XTKLrmM2bN6NBgwYoU6aM3KEQERHpBfa9REREpM8cHBxUmnBLn8jbuHGjyuolInnUqlUL4eHhKFy4sNyh5IuB3AHom6ioKEyYMAEtW7aEo6MjFAoFZsyYkWnZ6OhojBkzBs7OzjAzM0ONGjWwdevWbOvfuHEj+vXrp4bIiYiICib2vURERET6oW/fvnB3d8+wfP/+/XB3d4e7uztOnjyptC42NlZaN23atAzbzpw5U1ofERGhttiJdNWcOXOwdOlSzJkzR+5Q8oVJdA0LCQnBqlWrkJCQgE6dOmVbtkuXLli/fj28vb1x6NAh1K1bF7169cKWLVsyLX/r1i08ePAA3bt3V0PkREREBRP7XiIiIiL9kDZO++vXr5WWx8XFITg4GMHBwYiPj1daJ4SQ1oWHh2eoMyIiQlqfmpqqzvCJSItxOBcNK1WqFMLCwqBQKPDhwwf4+fllWu7gwYM4duwYtmzZgl69egEAmjZtiqCgIPz000/o2bMnDA0NlbbZsGEDOnTo8NnXIxISEpQm6oiMjMxfo4iIiLSY3H0v+10iIiKinGvVqhUiIyNhbW2d5zrGjRsHf39/6Wdzc3M4OTkBAMzMzJTKKhQKaV1mn+lsbGyk9QYGfBaVSF8xia5hCoUiR+V2794NS0vLDE+2DRw4EN999x0uXryIr776SlqempqKLVu2YMWKFZ+te+7cuZg5c2buAiciIiqg5O572e8SERER5dzo0aPzvK2rqyuKFCkCW1tbpeXt27dH+/btM93GwsIi2zHdvb298xwPEekOJtG11O3bt1GpUiUYGSmfomrVqknr01/InzhxAklJSWjTps1n6548eTLGjh0r/RwZGQkXFxcVRU5ERFQwqavvZb9LREREpBkLFy6UOwQi+sTMmTMREREBGxubAn1Tikl0LRUSEoKyZctmWG5nZyetT2/jxo3w8PDIcOGfGVNTU5iamqomUCIiIh2hrr6X/S4REREREemrixcvIjg4WBoWqaBiEl2LZff6+afrNmzYoO5wiIiIdB77XiIiIiIiIvoUk+hayt7ePsMTbwAQGhoK4P+eiiMiIiLVYN9LREREJL+uXbvi/fv3cHR0REBAgNzhEFE++fv7IzU1tcBPzMskupZyc3ODv78/kpOTlV4Tv3XrFgCgatWqcoVGRESkk9j3EhEREckvLi4OsbGxiIuLy/W2CxYsQFRUFKysrDBhwgQ1REeku2bPno3ExESYmJiotF4bGxuV1ieXgn0LQId17twZ0dHRGe66rl+/Hs7OzqhXr55MkREREekm9r1EREREBdvp06dx6NAhnD59Wu5QiAqc2rVro0GDBqhdu7bcoWglPokug0OHDiEmJgZRUVEAgLt372Lnzp0AAHd3d1hYWKBNmzZo0aIFhg0bhsjISJQrVw7+/v44fPgwNm3aBENDQzmbQEREVKCw7yUiIiIiIqK8YhJdBsOGDUNQUJD0844dO7Bjxw4AwLNnz1C6dGkAwK5duzB16lRMnz4doaGhcHV1hb+/Pzw8POQIm4iIqMBi30tERESk+/z8/JCSksKHH4i0yNmzZ5GQkABTU1M0atRI7nDyjEl0GTx//jxH5SwtLbFo0SIsWrRIvQERERHpOPa9RERERLrP2dlZ7hCICqyrV69KY6KrckiXuXPnIjg4GE5OTkyiU8Hk4+MDHx8fpKSkyB0KERGRzmO/S0REpFnse4mIcu7nn3+Wkt0HDx6UOxytwyS6HvPy8oKXlxciIyN1ZqZcIiIibcV+l4iISLPY9xIRyW/QoEGIi4uDubm53KHkC5PoRERERERERERU4KlrOAoiyrsuXbrIHYJKMIlOREREREREREQFHoejICJ1YRKdiIiIiIiIiIi0wuTJk5GQkABTU1O5QyEikjCJTkREREREREREWqFRo0Z53rZ3796IiYlBoUKFVBgRERGT6EREREREREREpAN69+4tdwhE9IkOHTrg/fv3cHR0xL59++QOJ88M5A6AiIiIiIiIiIiIiHRPcnIykpKSkJycLHco+cIn0YmIiIiIiIiISCvcu3cPSUlJMDY2RqVKleQOh4jy6YsvvoCtrS3s7OzkDiVfmEQnIiIiIiIiIiKtMG7cOAQHB8PJyQkHDx6UOxwiyqclS5bIHYJKMIlORERERERERES59vLlS7x48QLu7u7Zluvdu7fSeOWxsbHo1q1bpmU/fPiQ53g8PDzw4cMHODg4YOvWrXmuh0gf8aZV9phE12M+Pj7w8fFBSkqK3KEQERHpPPa7REREpGtSUlKQlJSE4ODgbMvFxMQo/SyE+Ow2eREZGYnw8HCYmJiovG4i0m9MousxLy8veHl5ITIyEjY2NnKHQ0REpNPY7xIREZGuMTQ0hIGBAZycnLItV6hQIaWfFQrFZ7ext7fPdTzFihWDiYlJnrYlIsoOk+hERERERERERPRZY8eORVhYGGxtbQEALi4ueRq73MLCQi1DR6xevVrldRJR/ixatAiRkZGwtrbG6NGj5Q4nz5hEJyIiIiIiIiKiz7p//7406ScR6ZZVq1YhOjoalpaWGDJkiMrqPXLkiPR3g0l0IiIiIiIiIiIiIiqQ9uzZIyW7VZlE1xVMohMRERERERERERGRyi1fvhwpKSkwNDSUO5R8YRKdiIiIiIiIiEgH9e3bFyEhISqr78qVK0hISMCLFy9QunRpldWrKuoajoKI8q5UqVJyh6ASTKITEREREREREemgkJAQBAcHq6y+hIQEJCcnAwBSU1NVVq+qcDgKIlIXJtGJiIiIiIiIiHSYgYEBHBwc8l3PixcvAACmpqbS5KL29vb5rpeISNsxiU5EREREREREpMMcHBxw8ODBfNfj7u4uPemtivpU7Y8//kBSUhKMjY3lDoWI/r+bN29K/y+rVasmdzh5xiS6HvPx8YGPjw9SUlLkDoWIiEjnsd8lIiLSLPa9+qdSpUpyh0BEn5g0aZJW33zLKQO5AyD5eHl54e7du7h8+bLcoRAREek89rtERESaxb634Lhw4QLc3d3h7u6O7du3Z1jftWtXuLu7Y+jQoRnWLVu2TNr28ePHmgiXiPQQn0QnIiIiIiIiIqLP6t27N2JiYlCoUCGV1puYmChNgBoTE5Nh/fv37xEbGwtLS8sM66KioqRt0yY9JSLt0b17d7X83dA0JtGJiIiIiIiIiOizevfurZJ6Pnz4gNTUVGnCUxMTE2mi0swSbY6OjoiLi4OdnV2GdVZWVtK2RkZMcxHlVa1atRAeHo7ChQurtN6BAweqtD658K8LERERERERERFpTL9+/ZTGSK5fv362YyUHBARkuW748OEYPny4OsIk0itz5syROwStxjHRiYiIiIiIiIiIiIiywCfRiYiIiIiIiIjos2JjYyGEgEKhgIWFRZ7r+frrrxEREQEbGxsVRkdEpD5MohMRERERERER0Wd169ZNaRiWvJoyZYoKoyIibda3b1+EhITA3t4eGzdulDucPGMSnYiIiIiIiIhIx3Tt2hVXrlxBQkICXrx4AXd390zLTZ48GY0aNZJ+vnfvHsaNG5dp2Q8fPqglViKS39ChQxEaGgo7OzusWLFCZfWGhIQgODhYZfXJhUl0IiIiIiIiIiKZpD2lqWoXLlxAQkKC9HNWSaz0ZQAgKSlJJxJeRJQ7L168QHBwMKKjo1Var729vdK/BRWT6HrMx8cHPj4+SElJkTsUIiIincd+l4iIiDKjrqc0hRAwMvqY9jE1NYWTk1Om5UxNTZV+NjY2zrJsmoKeDCMizSnIQ7ikxyS6HvPy8oKXlxciIyM5mQcREZGasd8lIiKi7BgYGMDBwUFl9aVPhOdmLOJKlSrla7zznJg4cSLCwsJga2uL+fPnq3VfRESqwCQ6EREREREREZHMHBwc8p28XrRoESIjI2FtbY3Ro0fnO6YPHz6gX79+AICvv/46w4SgEydOxK1btwAAe/bsgYmJibTu8OHDWLx4MQBg1KhRaN26tbTuyZMneP78+WefeCci0hZMohMRERERERERZUNd45YDqp2s88iRIwgODoaTk5NKkuipqanSUDMREREZ1oeFhWU5FE18fLy0Lj4+XmndH3/8ga5du+Y7PiIiTWESXUesWbMGv/76K96+fQsXFxccOHAAX3zxhdxhERER6Sz2vURERPpDHeOWR0REKNX54sULuLu7ZyiX2VAsv/76K/75558MZVWZkAc+DjGT9rR4ZsPR2draZvk0uZmZmbTOzMxMaV2xYsXg5OTEsdWJ9MDatWsRExODQoUKYeDAgXKHk2dMouuA/fv3Y9GiRdi3bx8qVaqEJ0+ewM7OTu6wiIiIdBb7XiIiIs3z8/PD7NmzERYWhj59+uCvv/5SGj7kc7p27QpjY+M87TstOa3KccuFEEpJ9JSUlBwn6j9NwKvL54aYyW4889atWysN4ZKeiYmJ2sddJyLtsGPHDukNGSbRSVazZ8/GwoULUblyZQBAuXLlZI6IiIhIt7HvJSIi0qwdO3Zg8ODB6NWrF8qVK4cFCxbA0NAQS5YsyXEdHz58gKGhYb7iyM+45UFBQUhJSYGhoSFKlSqlNGZ4djJ7WtvGxgZOTk64ceMGkpKS4OrqCktLS2m9iYmJ9FR7u3btMHz4cKXthw4dihcvXsDc3BwBAQFK67Zv345169YBAKZPn4769evntqlERDqHSXQNi4qKwuzZsxEYGIjr16/jw4cP8Pb2xowZMzKUjY6OxrRp07B9+3aEhobC1dUVkyZNgoeHh1QmJSUF169fx82bN9G/f38YGxtjwIABmD59OhQKhQZbRkREpJ3Y9xIRERVsQghMmjQJjRo1wpYtWwAARkZGmDVrFsaPH49SpUrlqJ6XL1/CwMBAaZm1tTUqVKigtOz27dsZxvBO8+bNGyk5PWjQIHTp0kVal34SzsykPTnu5OSEgwcPZvuk9uekTfDp7u6O4OBgTJ06Fa1atZLW379/H3369AHw8bPQp0JDQxEcHAwLC4sM62JiYqRYExMT8xQfEVGaefPmISkpKc9vAmkLJtE1LCQkBKtWrUL16tXRqVMn+Pn5ZVm2S5cuuHz5MubNm4cKFSpgy5Yt6NWrF1JTU/Hdd98BAN69e4fk5GQcO3YMt2/fRnh4OFq2bInSpUujf//+mmoWERGR1mLfS0REVLBdu3YNT58+xdixY6VlXbp0gbe3NwICApSWZ8fFxQWGhoZISUnB06dPAQB2dnYZniyvXLmyNInmF198oZR4j4yMxLlz5wAAlSpVUkqip6amSuvMzMzg4uKiVO/bt28RFRWFFy9e4PXr13B2dpbWXb16FT///DMAoHfv3ujdu7fSth4eHoiMjESxYsWwevVqabmNjQ1MTU0zJNGNjIyk8citrKwyHAs7OztER0fD3Nw8w7pChQpJ2+ZmuBwiKtgGDRqEuLi4TP8u5Ee1atVUWp9cmETXsFKlSiEsLAwKhQIfPnzI8kL+4MGDOHbsmHTxDgBNmzZFUFAQfvrpJ/Ts2ROGhobSL/bEiRNRuHBhFC5cGJ6enjh8+HCWF/IJCQlISEiQfk77cBAZGanKphIRkUzS/p4LIWSORDvI3fey3yUi0m3sd9Xv+vXrAICaNWtKy6pWrQpjY2NpXXpZ9b2FCxeGkZERkpOTpfOVmpqaoU8WQkjrCxcurDQETEpKirQuISFBaduYmBhpnaGhIWxtbZXqDQ0NhRACycnJCA8PVxp+JSwsDG/evAHw8Yn2T2N6+/YtIiIioFAolNbNmDEDAQEBiI6OVlru5OSErVu3Sj9/Wt+CBQuyXPfpE/L8zEJUcCQlJSElJQVJSUm5/r/bvHlz6Xtt/38vR9/LJLqG5fQ17927d8PS0hLdu3dXWj5w4EB89913uHjxIr766ivY2trC2dk5V6+Pz507FzNnzsyw/NO75EREVLCFhITAxsZG7jBkJ3ffy36XiEg/sN9Vn7ShRT6dxNvW1jbTyTWz6ntPnz6dYdnVq1ezPW+nTp3Kcp2Pjw98fHwyXRcVFSUlxTNTpUqVLNeNGTMGY8aMyXRdYGBglvHy94+I0tOHvwma7HuZRNdSt2/fRqVKlWBkpHyK0l6BuH37Nr766isAwIABA7BgwQLUrFkTERER8PX1xbRp07Kse/LkyUqvu4WHh6NUqVJ48eJFjn/x6tati8uXL+eqTbndRt3lIyMj4eLigpcvX8La2lot+8jLNureR17anZe4tPFY8Zyz3eqISxuPVUREBEqWLJnhQpOyp66+VxX9LqAbv5v8e6Rff4/0td0Af9f17Zyz39WczJ44zOymtqr63tzIy++lrted178JOVVQj4s661f3MQcK7nHn77o89aurbjn6XibRtVRISAjKli2bYXnaL0dISIi0zNvbG15eXihRogSsrKwwZMgQaQKRzJiamsLU1DTDchsbmxz/Zzc0NMz1H4bcbqPu8mmsra0LdLvzuk1u2p2XfWjrsQJ4zrUlJm1sd172oa3HCkCGibMoe+rqe1XR7wK69bvJv0fq2Ye2Hit9bTfA33V17UNbjxX7XfWxt7cH8HE4lPRCQ0Ph6OiYobyq+t7cyOvfCV2uO01u/ybkVEE+LuquX13HHCi4x52/6/LUr+7YNdn3MomuxbJ7TTz9OhMTE/j6+sLX11cTYQEAvLy81L6NusvnhTa2O6/bqHsf2nqscktb26Hututru/OyD209VpQ3utT36srvpra2Qxvbrq3HKrfYbvVtw9919e6D1MfNzQ3Ax6FMGjZsCAC4efMmkpOTUb16dTlDk6jzd6ag1q1uBfm48LjrVt3qVpB/Hwvycf+UQnD2E9l8+PABjo6O8Pb2xowZM5TWNWjQACkpKbh06ZLS8jt37qBq1apYuXIlhgwZopI4IiMjYWNjg4iICLXfldMmbLd+tRvQ37az3frVbkC/2/452tD36vP50de2s9361W5Af9vOdutXuzUpJSUFLi4uqFixojRG+bRp0zB37lw8evQo0zfJ0uM5kgePu+bxmMuDx13z5DjmfN9MS7m5ueHevXtITk5WWn7r1i0AH2ciVxVTU1N4e3tn+rqbLmO79avdgP62ne3Wr3YD+t32/NBU36vP50df285261e7Af1tO9utX+3WJENDQ8ycOROnT59Gnz59MHnyZCxYsACDBw/+bAId4DmSC4+75vGYy4PHXfPkOOZ8El1G2T0Nd+jQIbi7u2Pr1q3o2bOntLxNmza4efMmXrx4AUNDQw1HTEREVLCx7yUiIiq4Fi5ciN9//x3R0dHo06cP/vzzTyatiIhIIzgmugwOHTqEmJgYREVFAQDu3r2LnTt3AgDc3d1hYWGBNm3aoEWLFhg2bBgiIyNRrlw5+Pv74/Dhw9i0aRMv4omIiHKBfS8REVHBN3bsWIwdO1buMIiISA/xSXQZlC5dGkFBQZmue/bsGUqXLg0AiI6OxtSpU7F9+3aEhobC1dUVkydPhoeHhwajJSIiKvjY9xIREREREVFeMYlORERERERERERERJQFTixKRERERERERERERJQFJtEpTxISEjBw4EC4uLjA2toa9evXx7///it3WBqxfPly1KpVC8bGxhkmpdMV79+/R9u2bVGoUCFUqFABx44dkzskjdGH8/spff7/7OHhgSJFisDa2hrVqlXDgQMH5A5J486fPw8DAwPMmTNH7lB0jp+fH0qVKgVra2sMHz4ciYmJWZbdt28fXF1dYWlpiZ49eyIiIkKDkapWTtv9/PlzKBQKpa/ChQtrNlgVGzBgABQKxWfL6dL5TpOTtuvKOU9OTsaKFStQo0YNWFhYoHz58tiwYUO22+jCOc9tu3XlfAOAj48PSpcuDXNzc7i6umLx4sXI7oVuXTjf+mrNmjUoV64cLC0tUalSJTx58kTukHReYGAgGjZsCGtra5QtWxZ+fn5yh6STsrvO1efrf3XK6pjr8/W3JuQkp5PXa2BOLEp5kpycjDJlyuDcuXMoUaIENm7ciA4dOuDFixewsLCQOzy1KlasGGbOnPnZi6WCzMvLC0WLFsX79+9x/Phx9OjRA48fP4a9vb3coamdPpzfT+nz/+eff/4ZGzZsgImJCS5duoQWLVrg6dOnevG7DgCpqakYM2YMvvzyS7lD0Tk7duzA4MGD0atXL5QrVw4LFiyAoaEhlixZkqHs+fPn0bVrV3z77bfo27cv/vjjD/Tp0wf79++XIfL8yU270/Tp0wf16tUDAJiammoqVNno0vnOq4J+zm/fvo3hw4ejV69e8PDwQEBAAPr37w97e3u0bds2Q3ldOee5bXeagn6+AeDhw4fo1KkTihUrhp07d2L06NEwNjbGsGHDMpTVlfOtj/bv349FixZh3759UgLdzs5O7rB0Xt++fdG9e3ecPXsWgYGBaNy4MRo2bIhKlSrJHZpOye46V5+v/9Upq2Ouz9ffmvC5nE6+roEFkYrY2tqKwMBAucPQmB9++EF4e3vLHYbKRUVFCWNjY/HixQtpWePGjcXq1atljErzdPX85pS+/X8WQoirV68KMzMzcePGDblD0Zhly5aJH3/8UfTv31/Mnj1b7nB0Rmpqqihbtqxo1KiRtGzmzJnC0NBQPH/+PEP5Jk2aiLJly4rExEQhhBDr168XAMTZs2c1FrMq5Lbdz549EwDE2rVrNRilevXv31987uO1rpzvT+Wk7bpyzm/cuCG2bt0q/RwbGyuKFy8u6tevn2l5XTnnuW23rpzvT8XExIgiRYqIr7/+OtP1unK+9VHdunXF8ePH5Q5D71haWoqHDx9KP9etW1fs2rVLxoh026fXubz+V7+c5Bb08fpb3bI67vm5BuZwLgVcVFQUJkyYgJYtW8LR0REKhSLL1xWio6MxZswYODs7w8zMDDVq1MDWrVtVEsf9+/cRFxeHL774QiX1fY62tFsbqPpYPHr0CJaWlnBxcZGWubm54c6dO+psRp7o6++Butut6f/POaWudvfu3RtmZmaoXbs2mjVrBjc3NzW2Im/U0faQkBAsWrQI3t7eao5e/1y7dg1Pnz5Fz549pWVdunRBSkoKAgIClMq+f/8eZ86cQZcuXWBsbAwA6NixIwwNDbF9+3aNxp1fuWm3vtKl863P3NzclH7Pzc3N8dVXX2X6WUmXznlu2q3LLCwsULRoUYSGhmZYp0vnW9up+rNRSkoKrl+/jps3b6JEiRIoU6YMZs6cme2wPfpIHZ9JR44ciU2bNiE5ORmXLl3Cy5cv0aBBAzW3RLtp8jq3IF3/q5OcuQVtvf7WBE0f9/xeAzOJXsCFhIRg1apVSEhIQKdOnbIt26VLF6xfvx7e3t44dOgQ6tati169emHLli35iiE2NhZ9+/bFtGnTYGlpma+6ckob2q0tVH0soqOjYW1trbSdtbU1oqOj1RF+vujr74E62y3H/+ecUle7N2/ejOjoaBw5cgQtW7bM0XjGmqaOtk+ePBljx46FjY2NGiPXT9evXwcA1KxZU1pWtWpVGBsbS+vS3LhxA0IIpbI2NjYoU6ZMhrLaLjftTi8iIgIpKSlqj08b6NL5zo+Cfs4z6ydCQ0MzHfZBl855btqdXkE/3+mFh4dj2bJluHnzJtq1a5dhvS6db22n6s9G7969Q3JyMo4dO4bbt2/j1KlT2Lx5s14N8ZgT6vhM2qpVK2zYsAFmZmb46quvMGvWLBQtWlSNrdB+mrzOLUjX/+okV25Bm6+/NUHTxz3f18D5f0Ce5JSamipSU1OFEEK8f/9eAMj0dYW///5bABBbtmxRWt6iRQvh7OwskpOTpWXNmjUTpqammX5NmzZNafvExETRtm1b0a9fPykOTZC73UJoz3Afqj4W165dE7a2tkplRowYIcaOHaueBuSDOn4P0mjL+c2Mutot1//nnFLn+U7Ttm1b8ffff6s0blVQdduvXLkiateuLVJSUoQQgsO5qNgvv/wiAIh79+4pLXdychItW7ZUWrZ582YBQBw6dEhp+ZdffikqVKig9lhVKTftFuL/hnoAIMzMzESXLl3Ey5cvNRWuWnxuSBNdOt+fys1wLrp0zoUQ4s2bN8LU1FR07949wzpdPufZtVsI3TvfSUlJUnvq1Kkj4uPjM5TR5fOtbVT92Sg0NFQAEKdPn5bK/P7778LDw0N9jSiAVH3cP3z4ICwtLcXWrVtFcnKyePLkiahcubLYt2+f2tuizTR5nVuQrv/VSY7cgrZff2uCJo+7Kq6B+SR6AZc20/3n7N69G5aWlujevbvS8oEDB+L169e4ePGitOzEiROIj4/P9Gv27NlSudTUVPTr1w+GhoZYvXq1Rp/elLPd2kbVx6J8+fKIjo7Gq1evpDK3b99GlSpVVBu4Cqjj96AgUEe75fz/nFOaON8pKSl4/PhxvmNVNVW3/ezZs7h79y6cnJzg4OCArVu3Yu7cuejXr59a4tdXIpNXwLM6j7kpq+1y2hY7Ozts2bIF/v7+6Nu3L/bu3YtGjRohJiZGE2HKSpfOd27o6jmfMWMGEhISMHTo0CzL6OI5/1y7de18GxgYYPDgwShdujSuXLkCHx+fLMvq4vnWNqr+bGRrawtnZ2eep89Q9XF/+vQpLC0t0bNnTxgaGqJs2bJo3749jhw5opb4CwpNXucWpOt/ddJ0bqEgXH9rgiaPuyqugZlE1xO3b99GpUqVYGRkpLS8WrVq0vrc8vT0xJs3b7Bt27YM9WoLdbQ7OTkZ8fHxSElJUfpe2+X0WFhaWqJjx46YMWMG4uLicODAAQQGBqJDhw4aj1lVcvN7UFDPb2Zy0+6C8P85p3La7rdv3yIgIAAxMTFITk7G9u3bcerUKTRu3FjjMatKTts+aNAgPHz4EIGBgdL/by8vL/z5558aj1kX2dvbA0CG8XJDQ0Ph6OiYo7IhISEZymq73LQb+PiqcK9eveDh4YFVq1Zh3rx5eP78uU6Pn65L5zsvdPGcnz9/Hr6+vnB3d0ezZs0yrNfVc/65dgO6d74NDAywatUq3Lp1C6VKlcKKFSsylNHV812Q5ebz8IABA7BgwQJERUXh1atX8PX1Rdu2bTUar67I6XGvWLEi4uLiEBAQACEEgoKCsHfvXq2co0gbqeI6Vxev/9VJVbkFXbr+1gRVHHdVXAMzia4nQkJCMh2vMG1ZSEhIruoLCgqCn58fLl68CAcHB1haWsLS0hJnz55VSbyqoup2A8CcOXNgbm6OdevW4ZdffoG5uTk2btyY71jVLTfHYtmyZXj9+jXs7e3x448/Ytu2bXBwcNBYrKqWm7YX1PObmZy2u6D8f86p3Jzvv/76C87OznBwcMBvv/2G7du3o3r16hqLVdVy2nZLS0uUKFFC+rKwsIC1tbV08U/5k3bhFxgYKC27efMmkpOTM/x+ZVY2LCwMz58/L3C/i7lpd2ZatmwJAPjvv//UEp820KXzrQoF/ZzHxsaif//+sLGxyTShCujmOc9JuzNT0M93GktLS3z55Zd4/fp1hnW6eL4Lutx8LvT29kaxYsVQokQJ1K9fH9999x369OmjsVh1SU6Pu7W1NXbs2IFffvkFNjY2aNCgAdzd3TFo0CCNxltQqeo6V9eu/9VJFcdc166/NUEVx10V18C83aFHsntFIrevjpQqVarAzFSuynYDH19dzWq2YG2X02Ph6OiIgwcPaiIkjclp2wvy+c1MTtpdkP4/51RO2l20aFGd/KCSl79569atU1M0+qlevXooVqwYdu7cCS8vLwDA9u3bYWBggC5dugD4+AqngYEBnJ2dUbduXezZswdz586FkZERAgICkJKSkuF1RW2Xm3YDQGRkpNJEVnv37gXw8bViXaOL5zundPmcjxkzBo8fP8bevXvh4uKitE6Xz3lO2g3o1vk+ffo0mjRpAuBju86fP48KFSpI63X5fOuCnH42MjExga+vL3x9fTURls7L6XFv0aIFWrRooYmQdJIqrnN18fpfnVRxzHXt+lsTVJ3Tycs1MJPoesLe3j7Tp67TXjXM7I6OLtDXdmdGn4+Fvrad7Vam6+0G9Lvt2sTQ0BAzZ87EkCFD0KdPH7i4uOCPP/7A4MGDUbZsWYwbNw5r1qzBrVu3UKJECcyZMwetW7dGhw4dUL9+ffzxxx9o1apVgRtaKLftLl26NDw8PFC6dGlcunQJu3btQvXq1dGxY0e5m6JSunq+c0KXz/m2bdvg6+sLNzc3BAUFYenSpQA+JiIuXbqks+c8N+3WpfPdqVMn2Nvbo2LFiggMDMSbN2/w119/AdDv/+MFAT8byYPHXTN4nDWPx1we2nLcOZyLnnBzc8O9e/eQnJystPzWrVsAgKpVq8oRltrpa7szo8/HQl/bznbrV7sB/W67thk8eDD++OMPnDx5Ej4+Phg0aBAWLVoEADA2Noapqan0tGbLli2xceNG3L9/H/Pnz0fr1q2xdetWOcPPs9y0u1+/fjh+/Di8vb1x9epVjBgxAmfOnIGxsbGcTVA5XT7fn6Or5/zBgwcYPHgwgI9/X0eOHCl9zZ07V2fPeW7brSvnG/j49L2BgQFOnDiBQoUKYfXq1ejatSsA/f4/XhDws5E8eNw1g8dZ83jM5aE1x12Qznj//r0AILy9vTOsO3jwoAAgtm7dqrS8devWwtnZWSQnJ2soStXT13ZnRp+Phb62ne32zrBOl9sthH63nYiIiOhT/GwkDx53zeBx1jwec3kUhOPO4Vx0wKFDhxATE4OoqCgAwN27d7Fz504AgLu7OywsLNCmTRu0aNECw4YNQ2RkJMqVKwd/f38cPnwYmzZtgqGhoZxNyBN9bXdm9PlY6Gvb2W79ajeg320nIiIi+hQ/G8mDx10zeJw1j8dcHgXquGskVU9qVapUKQEg069nz55J5aKiosSoUaNE0aJFhYmJiahWrZrw9/eXL/B80td2Z0afj4W+tp3t1q92C6HfbSciIiL6FD8byYPHXTN4nDWPx1weBem4K4TglLBERERERERERERERJnhxKJERERERERERERERFlgEp2IiIiIiIiIiIiIKAtMohMRERERERERERERZYFJdCIiIiIiIiIiIiKiLDCJTkRERERERERERESUBSbRiYiIiIiIiIiIiIiywCQ6EREREREREREREVEWmEQnIiIiIiIiIiIiIsoCk+hERERERERERERERFlgEp2IiIiIiIiIiIiIKAtMohMREREREREREVGBt2nTJnh6eqJOnTowNTWFQqHAunXr5A6LdACT6ESks8LDwzFq1Cg0aNAARYsWhampKYoXL45mzZohICAAQgi5Q1QLfmggIiI5TZw4EQqFApcuXZI7FCIiItIz06ZNw6pVqxAUFIRixYrJHQ7pECbRiUhnffjwAWvWrEGhQoXQqVMnjBs3Dm3atMGdO3fQrVs3eHp6yh2iWvBDAxERqdOECROyTZJfv34dhoaGcHNz03BkREREpO/8/Pzw/PlzvH//HkOHDpU7HNIhRnIHQESkLmXKlEF4eDiMjJT/1EVFRaF+/frw9fXF6NGjUaVKFZkiVA8/Pz+UL18epUqVwrx58zB58mS5QyIiIh1y7dq1bJPkgYGBcHV1hbm5uYYjIyIiIn3XvHlzuUMgHcUn0YlIZxkaGmZIoAOAlZUVWrVqBQB4/PixpsNSu+bNm6NUqVJyh0FERDrq2rVrWSbJX716hffv36NmzZoyREZERLpi+fLlUCgUOf66fv263CETkY5jEp1IBz1+/Bje3t5o1KgRHB0dYWxsjMKFC6Ny5crw9PTEuXPn5A5RVvHx8Th58iQUCgUqV64sdzhERKTnduzYAYVCgaVLl+LQoUNo0qQJrKysULRoUUyaNAmpqakAAH9/f9SvXx+WlpYoXbo0Fi9enGl9vr6+6NKlC8qWLQsLCwsUKVIELVu2zLT/9/f3h0KhgJ+fH06dOgV3d3fY2trC3t4eHh4eeP/+vVR25MiRUCgUCAsLw507d5SSF8+fPwcAKYnxaRI9JSUFq1evRqNGjWBjYwMzMzPUrVsXe/bsUcERJCIiXRMYGJjjsqampqhatar6giEiAodzIdIpHz58wLhx47Bx48YMk2ZGREQgIiIC9+7dw6pVq9C1a1esXbsWVlZWMkWrOeHh4fjrr7+QmpqK4OBgHDx4EC9fvoS3tzfKly8vd3hERKTn0hIFx44dw7Rp09C+fXvUrFkTmzdvxvz581GyZEncunULe/bsQdu2bVG7dm1s2LABo0ePRtWqVdGsWTOprqCgIAwfPhyNGjVCixYtYGdnhydPnmDfvn1o3rw5rly5ojSMWdq+jx49ikOHDqFdu3YYPHgwjh07hm3btkEIgW3btgEAGjRogHfv3mHHjh1wd3dH3bp1AQAGBgbSG1CZJdHj4+PRoUMHHDt2DLVq1cLAgQMRHx+PHTt2oHPnzti2bRt69OihtuNLREQFT1r/5OjoiJMnT2Zb1sTEBMbGxhqISrP27duHTp06Yc+ePejQoQNOnz6Npk2bAgBOnTqFJk2ayBugDjhy5Ajc3d2xbds2dOvWTe5wSNsJItIJV65cEc7OzgKAACBcXV3FnDlzxNGjR8W1a9fE6dOnxfz580XJkiWlMnXq1BFxcXH52u/evXuFQqEQe/fuFUIIcerUKan+U6dOqaBl+ffs2TMpJgDC2NhY/PbbbyI1NVXu0NRu7ty5AoBYu3ZtpusPHz4sDAwMxI4dOzQbGBERSdzd3QUAUblyZfHixQtp+f/+9z8BQFhZWYlvvvlGhISESOs2btwoAIhJkyYp1RUWFqZULs2+ffsEADFt2jSl5S1btpQ+Nzx79kxaHhcXJ5ydnYWtra1S+V9//VUAEEeOHMm0LZ06dRIARGhoqLTMw8NDABA+Pj5KZV+8eCEKFy4sKlSokMWRISIifZSSkiIsLCwEAPHtt9/KHY4sHj58KKytrUW3bt2kZdp4ra1q9vb2Stfun/v63HH43PWwEEIMGjRIWFhYiKtXr6q2MaRz+CQ6kQ64du0amjZtiqioKJiammLhwoUYOnQoDAyUR2xq3LgxvLy80KlTJxw/fhxXrlzBxIkTsWjRojzt99GjR+jbty+6du2KDh06qKIpalG6dGkIIZCSkoKXL19i69atmDp1Kv79919s374903HT5eLg4ICQkJAcl8/vEwitWrXC999/j/79+6Ns2bKoVatWnusiIqK8uX79OgwMDLB9+3a4uLhIy6tVqwYAEEJg69atsLOzk9alTeoZHR2tVFfhwoUz3Uft2rUBAP/995/S8hs3bkChUGD79u0oXbq0tNzMzAylSpXCjRs3lMqnPRlYo0aNLNtSunRp2NraAgBOnDiBrVu3Yvjw4Rg+fLhSWRcXF7Rs2RLbt29HVFRUvt6O+/RpPblcvHgR06ZNw7///gtjY2M0a9YMc+fORcWKFTOUTU1NRaNGjfDvv//i0KFDaN26NQA+FUdE9ODBA8TGxgKAXg7TkpycjN69eyMpKSnP1+oFVa9evRAVFZXj8kWLFs33PufOnYutW7eiS5cuuHHjBmxsbPJdJ+km7ckcEVGehIaGon379oiKioKxsTH279+PFi1aZFm+UKFC2Lp1KypWrIiQkBCsXLkSkyZNQrFixXK134LYsRsaGqJ06dKYNGkSDA0NMWHCBPj6+mLYsGFyhybhhwYiIv3y/v17vHnzBo0aNVIaZgX4ODQLALRv3z5DP/3q1SsAUEq6A8C7d++waNEiHDp0CE+ePEF0dLTSEG8lS5aUvn/79i3evXuHhg0bSkn59J48eYKyZcsqLbt+/TqcnZ3h5OSUoXxYWBiCgoLQuXNnadnSpUsBfPzcMGPGjAzbPHr0CAAyDEOXG9pyU//o0aNo164dkpKSpGW7d+/GyZMn8c8//2RIBC1evBj//vsv+vfvLyXQAd7gJiJKPx56Zv2Trps/fz4uX76McePGwdnZWe5wNGrJkiUa36eDgwNGjRqFX3/9FWPGjMHatWs1HgMVDEyiExVwI0eOxOvXrwEAv//+e7YJ9DT29vYYMGAA/vjjDyQkJODvv//GoEGDcrXfgt6xt2zZEhMmTMDp06e1KonODw1ERPolbQzx5s2b52pd2hPi1atXl5ZdunQJrVu3RkREBBo1aoT+/fujcOHCMDQ0xJkzZ3D69GmlJ8izq//169cIDg5Gy5YtpWXR0dF4/Pgx3N3ds21L+vHQjx8/DgBYtWpVptsAgJWVFaytrbNcnx1tuamfmpqKwYMHIykpCbVr18bw4cORkJCAhQsX4vHjx/Dy8sKZM2ek8k+fPsXUqVNRtGhR/Pnnnxnq4w1uItJn6ZPo+vYk+osXL/DLL7/A0NAQ48ePlzscvTF8+HDMmzcP69evx6hRozJMkE4EAAafL0JE2uqff/7Bli1bAAD16tXDyJEjc7xt48aNpe8vXryYq/3qQseeduNBm4ZykdPw4cNhYGCA9evXS0kQIiJ99vjxYygUCigUCvj7+wMAtm/fjtatW6NIkSKwtLREzZo1sWbNGqWnqBMSErB69Wp88803cHBwgLm5OerVq4e9e/dmup/MEs9prl27BgCZPomctl3aOiEE+vTpg5SUFFy9ehWnT5/GkiVLMHv2bMyYMUMa4i39ftKSFJnVn7bv9OVv3LgBIUSWF5aftiU8PBzR0dHo2LEjhBBZfkVGRmZaX06k3dQfPny4xm7qX716NcOy27dv48WLF3BycsLp06fx/fffY9iwYThz5gyMjIxw9uxZqZ1CCAwePBixsbFYunSpNPRNemk3uIOCgjBmzBh1N4mISKuk9U8KhSLDW1q6bubMmYiLi0OLFi1U8tYx5Uzx4sXx7bffQgiB+fPnyx0OaSkm0YkKsN9++036ftasWVAoFDnetnjx4tL37969y9V+C0rHHhgYiIiIiAzLQ0NDMWXKFABAmzZtNB2WVuKHBiIiZemfgitRogRat26Nnj174siRIwgODkZMTAwCAwPxww8/YPbs2QCAhw8fon79+hg0aBDOnj2LkJAQxMfH49KlS+jUqRN27NiR5X4yS0xfv34dpqammSYQrl+/juLFi8PR0RHAx6T/o0eP4O7unmG88hs3buD06dOwtbVFqVKlcrTvtCR6+rpu3rwJQPnp909jSl9f2s2FDx8+ZFo+v+S4qe/t7Z3pW2NxcXEAPr7tZ2lpKS0vUqQIzM3NIYSQyvj6+uLkyZPo1q0bunbtmuW+eIObiPRV2ttWRYoUwfPnz3H79u1Mv548eSJzpKoVHByMTZs2AUCehicbP3689ADAihUrpOWJiYnw8fHBN998A3t7exgaGkrl0r46der02fq/+eYbKBQKWFhY4P379xnWCyFQpUoVKBQKFC1aFAkJCXj+/Lm0j3Xr1gEAVq9ejTJlysDa2hoeHh4qP49+fn4YMGAABgwYIH32Sr9sz549mW7Xtm1bAEBAQADevHmj0phIR2h2HlMiUpVXr14JhUIhAIiKFSvmevvAwEBpRuuWLVvmeLt3794JExMTAUAsW7Ysw/rPzRg+btw4af3y5cuFEEKsXbtWWvbs2TNx584d0bFjR2FlZSWKFi0qRo4cKaKioqQ6duzYIerWrSvMzMxEyZIlhbe3t0hKSsqwr9GjR4tChQqJdu3aCS8vLzFhwgTRs2dPYWlpKQCIrl27ipSUlBy3vVGjRgKAMDc3F8HBwRnWp6amisqVKwsAokiRIiI+Pl48e/ZMalvajOB+fn6idOnSwsrKSvTs2VM8fvw4xzHkhK+vr+jfv7/o37+/qFWrlgAgGjZsKC3bvXt3ptv99ddfAoAwMjISr1+/VmlMREQFzbRp06S/319++aUwMzMTY8aMESdOnBDnz58XM2fOlPpDU1NTcefOHVG0aFFhZ2cnZs2aJf755x9x5swZMXz4cKmezPprV1dX4ejomGF5amqqsLKyErVr186wLiIiQigUCtGuXTtpWVBQkAAg6tSpI1JTU6XlDx8+FOXKlRMARLNmzZTqqVChgnBwcMi0/R07dhQAREhIiLRs9uzZAoA4dOhQpttUrlw5Q1vKly8vDA0NxYkTJzKUj4+PF+fPn8+0rpz4/vvvBQDRunXrPNeRG9OnTxcARP/+/TOsi4qKEubm5gKAmDJliggJCRGvX78WAwcOFABEqVKlhBBCvHz5UlhbWws7Ozvx9u3bz+6zRYsWAoDo2bOniltDRKSd3rx5I/Wbn/vq0KGD3OGq1OLFi6W2BQYGZlif3bX2smXLpHUjRoyQlkdERIg6dep89lh27Njxs/EdPXpUKj9lypQM6w8cOCCt//XXX4UQIsP18Ny5czPsO7PPOvnRv3//bNvq7e2d6XbpcyR//fWXSmMi3cAkOlEBlT7xPG3atFxvf+LECWn73FyYqaNjT9+WpUuXSheh6b/q1asnEhMTxY8//phpR/jdd99liOXs2bNiwIABwtXVVVhbWwsjIyPh5OQkWrduLbZs2aKUZMgJfmggItIf7dq1k/4m2tnZievXr2coM2XKFKlM4cKFhaurq3j16lWGcp07d5bKvX//XloeExMjDAwMMr2Z/eDBAwFADB48OMO6M2fOCABi+vTpSsvr1asnAIivv/5aTJgwQXTr1k2Ym5uLrl27CgBi3LhxGfbdokWLTNvv4uIiJX7TpPVz5cqVE5MmTRLe3t7if//7nxBCiNjYWGFoaJihLbt37xYGBgbCwMBAtG/fXkyYMEF4eXmJjh07CltbW/HDDz9kuv/Pye6m/pdffindtMisr3/+/LkU09OnTzOsT0lJEaVLlxYAxFdffSWEEGLmzJlZ9qujR48WQvzfTYbMvjZt2iSEEMLd3V0AEBs2bMhRO3mDm4j0zcGDB3OcRJ81a5bc4apUy5YtBQBhYmKS6cNeWV1rHzhwQBgaGgrg4wNyycnJ0rrx48dL2/Tq1Uts3LhRLFmyRFSpUkW6jt69e7e4cOFCjmKsX7++ACBsbGxERESE0romTZoIAMLKykqEhYUJIZSvhwcMGCAsLS2Ft7e32LRpk+jUqZMAIPbs2ZP7g6UGycnJ0meL3DxoSPqDSXSiAip9ovTgwYO53n7RokXS9hMnTszxduro2NMn0RUKhWjUqJFYvXq1WLlypfjqq6+kdWlPVXfp0kVs3LhR/Pbbb8LBwUFa/88//+T6OOQWPzQQEekHFxcX6e/3rl27Mi2T/oa0mZmZuHnzZqblfHx8pHLp3z46f/58lv3w1q1bBfB/b22ll5ZY/fTNolevXolu3boJW1tbYW1tLVq0aCFOnDghVqxYIQCIjRs35mjfHz58EEDmT6XNnTtXlClTRhgZGQkAYvv27UIIIS5cuJBlfWfOnBFt27YVdnZ2wsjISBQpUkTUqVNHTJw4Udy/fz/TY/Y52d3U37hxo7TuyJEjGbZNf/Mjs3j37dsnrff39xezZs3KNomTlkRPTU0V3t7ewtTUVFpnZWUlncMNGzYIAMLd3T3H7eQNbiLSN7/++qv0d+/48eNyh6MxaW+gARAVKlTItExm19rXrl2T3rR2dXUV4eHhSttUq1ZNABDff/+90vKIiAjh4OAgzMzMxLNnz3IcZ/oHx+bNmyctv3r1qrR8/Pjx0vL018OZ5S7ykstQp0qVKgkAwtLSMtcP3ZHuYxKdqIBq2rSp1BHlptNL0717988mBz6lro49fRJ9zJgxSp1VQkKCKFmypLT+06fN0i7aAYiffvopF0cgb/ihgYhI94WEhEh/t1u1apVludOnT0vl0j/l/aklS5ZI5dI/iU55l91N/YSEBFGkSBEBQLRv315pXWJiorQOgHBychIJCQmZ1l2sWDERHx8v9uzZI3bv3i0cHR0FANG0aVOxe/du6evTmychISHi6NGj4uTJk9JwdG/fvhV2dnbC2tpavHjxIsft5A1uItI3PXr0kP5Gf/jwIdfbu7m5CQDi5cuXWZaxtbUVpqamIjExMc9xXrt2TXh5eYmKFSuKQoUKiUKFColq1aqJ6dOnSw9U5cbLly+ldmf1ltin19ovXrwQxYoVE8DHt+YePXqUYZsaNWoIAGLBggUZ1rm6uubpJm3aw21FihQRcXFxQgghPDw8pH45/Vt56a+HPx1WThu1atVKijeztwtJv3FiUaICKjg4WPrezs4uV9vGxsbi4MGDAAAzMzM0bdo0R9v9999/iIqKAgClicmy8/LlS7Rt2xbR0dGws7PD/v37YWNjk2X50aNHK02QamJigubNm0s/Dxs2TKl8vXr1ULp0aQAfJ3RTt7Zt26JWrVoAgD///BPx8fEA/m+SVxMTE4wZMybTbZs1a5ZhIlNtm9i0ZMmSAIDo6Gi8fv1a5miIiOSRNqEZAPTs2TPLco8ePcpRucePHwMArK2t4eDgoIII9ZsQAufPnwcAlC5dGgYGypc0JiYm8PT0BAD8/fffePbsmbRu165dShOqBwcHY9euXdLPjx49wrFjxwAAnp6eMDU1RceOHdGpUydYWFgA+NhXdurUSfpyc3NT2r+dnR1atGiBpk2bSpOMenl5ITQ0FAsWLICLi0uO22poaIgvvvgCAPDvv/9Kk7USEemqtEmvXVxcYG9vn6tt4+Pjce/ePRQrVgwlSpTItMyjR48QFhaGqlWrwtjYONfxJSUlYcSIEahTpw78/PxQsWJFDB06FIMHD0ZqaipmzZqFmjVrKvU9OfH27Vvpe2tr68+Wj4yMhLu7O968eQNjY2MEBASgXLlyGco1a9YMALBgwQIcOHAAMTExePPmDcaOHYv79+8DgNL1d05MmzYNAPDu3TusWbMGQUFB2LlzJwCgT58+KF68eKbb5TTvIKf0k4OnPydEAMAkOlEBlb7DT0lJydW2fn5+iImJAQB07twZhQsXztF26urYP6do0aLZrk/rpCMjI3Ndd17wQwMRkW5Lu4AHAHd39yzLpSXbHR0dUbdu3c+Wq1atmmoC1HM5uak/dOhQGBsbIzU1FcuWLZOWL1++HABQuXJlVKlSRWkZACxbtgxCCBgbG0uJ+PwKCAhAQEAAmjRpgiFDhuDu3bto3749LC0tYWtri969e+O///7Lcnve4CYifREbGyvdeK5Ro0aut79x4waSk5NRr169LMtcunQJAKQHo3IjMTERnTt3ho+PD9q2bYuXL19i7969+P333/Hnn3/i5s2bGD16NJ4/f57tzfXMxMXFSd+bm5t/tvy2bdtw+/ZtAECjRo3QuHHjTMtNnToVbm5u+PDhg9T3ODs7488//wQAGBgYoG3btrmKNf0N5N9++w2///47kpOToVAo8NNPP2W5XVbXydok/bFPf06IACbRiQosJycn6fvsLrw+FR0djQULFgD4+HTTlClTcrytujr2z/ncEwJGRkYAgNTU1DzVn1v80EBEpNvSkt7Ozs4oUqRIluWuX78O4PMX+mn15SUhQBnl5KZ+sWLF0K1bNwDAmjVrEBcXh3v37uHMmTMAPr7ZlvZ22//+9z/cu3cPsbGxWLduHQCgW7dun72JnxOhoaHw8vKCubk5/Pz8cPPmTTRo0EB6GjA8PBxbtmxB/fr18ebNm0zr4A1uItIXN27ckK7patasmevtr127BgD48ssvsyxz+fJlAEDt2rVzXf+UKVPw999/o3Pnzti7dy8cHR2V1isUCsybNw8uLi64fPkyzp07l+O601+Hpd0ozs7gwYPh5eUFADh58iRGjBiRaTk7OzucO3cO/fr1y3T9nDlzpDeeckqhUGDq1KkAgOfPn8PHxwcA0LFjR7i6uma7nbaLjY2Vvs9JzoP0C5PoRAVU+rvraReEOTFhwgQp6T548GBUrVo1x9uqq2MvaPihgYhIt6U9iZ7dBbwQIkfJ8RcvXiAsLOyz5SjncnpTf9SoUQA+JrI3b96MFStWAAAKFSqEvn37ol+/frCysgIArFixAps2bUJ4eDgAYOTIkSqJdfTo0Xj37p2UpBg8eDAiIyPRuXNn3Lp1C6dOnULFihXx6tUr/Pjjj5nWwRvcRKQv0r8Jlpc+8+rVqwCglifR7969iz///BNFihTBmjVrsry2MzMzw9dffw0AuHjxYo7rT3/jNjQ0NEfbLFmyREqOL1u2DGPHjs203NKlS7Fp0yalGJs1a4Zdu3Zh8uTJOY4xve7du0vXvmlDjU2cODFPdWmT9G+3q+JmOukWJtGJCqjOnTtL3y9btgxJSUmf3WbZsmXSK8tVq1bFH3/8kat9qrNjL2j4oYGISDclJSXh3r17ALK/gH/8+DGio6MBZJ9sz0lCoFq1alAoFHj16lWW9djZ2cHMzCxH/X1mrl+/jhEjRsDV1RWWlpawtLRE9erV4e3tLSWOC4qc3tSvX7++NMzOX3/9hQ0bNgAAevXqBRsbG1hZWaFPnz4AgA0bNmDx4sUAPiZWGjRokO84Dx48iE2bNqFevXoYM2YMnj9/jsuXL8PBwQGbN29G1apV0aRJEymuPXv2IDExMUM9vMFNRPoiv0n0tCfRly5dij59+mT6de3aNRgZGeV6iLXff/8dqamp+PHHHz87HGraeOwRERE5rr948eLSm0c5vdZWKBRYs2YNunTpAuDjnF2fvmkeHh6OqVOnIjU1FX379sXdu3cRHR2NEydOKOUUcsvAwEApAf/NN9+gfv36ea5PWzx//hwApGFviNJjEp2ogKpZsybatWsH4ONdcU9PzyzHRo+Li8OECROkp8JLliyJPXv2SBNk5ZS6OvaCiB8aiIh00927d6VEZnbJ8bShXIDsL/TTEgJGRkaZvv2l7knQ1DUBmpxyc1M/7YnyO3fuSDcL0k9SnvbZKDw8HHfu3FHa5lNpE5jmZC6ayMhIeHp6wsTEBGvWrIGBgYE0nnnp0qWVkuGVK1cGACQkJODDhw+Z1pWGN7iJSJel9ZmFCxdGmTJlcrVtYmKiNJTo7t27sXnz5ky/EhISUKVKFZiamua47tTUVOzfvx9A9hOJpwkJCQGAXE2MqlAopBu4QUFBOZ73zNDQEP7+/mjZsiUAYO7cuZg5c6a03traWvo84+LigvLly8PQ0DDHcWUn/UTduvBAWXJyMl68eAEAaNCgQYF4k5w0i0l0ogJs9erVcHFxAQCsXbsWNWvWxLJly/Dvv//i+vXrOHToEKZMmYJy5crht99+AwC4ubnhf//7X67HPQPU17EXVPzQQESke9KGaAFy9oS5ubk5KlSo8Nn6XF1dM71gV+ckaOqcAE1Oubmp37NnT6Vx7b/88kul41ilShV888030s8ODg7w8PDItK5ChQoBAB48eKC0PDk5GfHx8UrLxo8fj1evXuHnn3+WkuRpcdy9e1dp/PPjx48D+DgHjJ2dXYb98gY3EemD1NRUKQlevXr1XG9/8+ZNJCUloVu3bhBCZPqV9uZPbvvTly9f4sOHD3BwcEDp0qU/W/7ChQsAcj+ue9oEn9HR0UqfRz7HxMQEu3fvRsOGDQEAM2bMwPz58wF8PK6jRo2CkZERfv31VxQpUgSdOnXC77//jqtXr0pvVedWYmIi/vrrLwAfcwzZTcReUNy8eVN6kKJ9+/YyR0PaiEl0ogLMyckJFy5ckDrLW7duwcvLCw0bNkStWrXg7u6OuXPn4vXr17CwsMDkyZNx+fJllCpVKs/7VEfHXhDxQwMRkW5KS47b2Nhk+xRc2pPo1apVy/aJrrT6snpaXZ2ToKlzAjQ55eamvomJCYYMGSL9PHTo0Axl0p5GB4BBgwbBzMws07rSkiGXL1/GiBEjsGXLFnh7e6N8+fK4f/++VO7kyZPw8/ND9erVlW6yf/HFF6hevTpiY2Px7bffws/PD/Pnz8eAAQMAfPyM9em+eYObiPTFw4cPpeGr8jOUS07eDvs0iT537lzUqVMHVlZWKFKkCHr06CHdwAT+78nyzG50furWrVu4e/cunJyccj00WM+ePWFkZAQA+Oeff3K1rYWFBf7++2+pbZMmTcIvv/yCevXqYcCAAUhOTgbw8ebz3r178dNPP6FOnTqoVKkS/v3331ztC/g4DFraG1YTJkzI9fbaKO04mJiYoEePHjJHQ9qISXSiAs7Z2Rn//PMP/v77b/Tr1w/lypWTJslKU7x4cTx//hy//vprrl5by4yqO/a0RHRBww8NRES6Kf1kodklLD+XHAc+DsORNkxKVuXUNQmauidAk1tubuoPHToUxsbGKFy4cKZPmXfu3BnFihWDoaGh0lAvnxo3bpw0FJ6Pjw969+6NWbNmKSVaYmNjMXjwYBgaGmLNmjUZht9ZuXIlLCwscO/ePQwePBiTJk1CREQEnJyc8Oeff2bYJ29wE5G+cHV1lZ4Yz8s1Ylp/ml2/nHYD/NP+9MyZMxg5ciQuXryIw4cPIzw8HG3atJESzzY2NgAgXf9lZ/r06QCAH3/8UbpuzqmiRYuie/fuAICjR49mWN+kSRPpGDVp0iTDehsbG+npciEErl+/jmvXrsHa2hpr167F+/fvER8fj5cvX8Lf3x8NGzbEgwcP0Lx5czx69CjHcaampkpvupcsWTLLN7iAj0OYpcWTdtNYW+3ZswcA4OHhofQWG5FEEJHO6tOnjwAgAAg/Pz+V1durVy8BQLRt21ZldRYkKSkpokKFCgKAKFmypEhKSpI7JJX49ttvBQDRr18/uUMhIpKNvb29ACBGjx6dZZm3b99K/evy5cuzLHf27Fmp3PHjxzMtU7NmTQFAdO7cWfTu3TvTL1NTU2FkZCTi4+Nz3I6BAwcKAGLevHmfLfvTTz8JAGL69Ok5rl9ub968EUZGRgKAWLRo0WfLe3h4ZHtOp0+fLjp37vzZeq5evSratGkjLC0thZWVlahVq5b4/fffRWxsrBBCiNGjRwsAYtKkSVnWcf36ddG6dWthYWEhrK2tRffu3cWzZ88yLbtkyRIBQJiYmIi3b99+Nj4iIn1Vp04dAUC8evUqyzJ2dnbC0NBQxMTEZFvXixcvBABx48YNIYQQqampwsnJSQAQFy5cyHK7VatWCQCiWrVqIi4uLk/tCAwMFAYGBsLAwCDLviGnChcuLACIuXPnZro+KSlJlC1bVgAQ3t7eOa53586d0uebnPTBBcHr16+FoaGhMDY2Fo8fP5Y7HNJSTKIT6bDQ0FBRtGhRAUBYW1uL58+fq6ReVXbsBRE/NBARkSokJCQIY2NjqU/J7qt69eo5rjclJUU4ODgIADnqp7///vsC2afpw0193uAmIvq8xMREYWpqKhwcHLIs8/z5cwFAVK5c+bP13bp1SwAQL1++lJbNmjVLABB16tQR4eHhSuUTEhLE3LlzhYGBgXBxcRGPHj3Ke2PE//XLEyZMyFc9dnZ2AoD44YcfMl0fEREhfV7w8vLKcb1169YVAIS9vb2Ijo7OV4zaYuLEiQKAmDx5styhkBbjcC5EOszW1hYrV64E8PGV8u+//z7PE4ekV716dQwYMACpqalYvnx5vusraNLGcre3t8cPP/wgczSqsWjRIqSkpGD8+PF5mnSWiIhyL6+ToH1u7FZNTYAmt4kTJ8LAwACHDh1Sar+uePPmDU6fPg1jY2NpeAAiIsrozp07SEhIyNN46J9KTU3FuHHj4O7ujhIlSkjLJ0+ejA4dOuDKlSsoX748Bg8ejClTpqB///4oWbIkJk+ejHr16uF///sfypUrl6/2/Pnnnyhbtix8fX3x/v37PNfTpUsXAMDq1avh7u6OJUuWYPv27di4cSO8vb1Ro0YNfPjwAQDQvHnzHNV58uRJaa6WESNGSJNuF2Rv3rzBkiVLUL16dcyYMUPucEiL5W6AJiIqcDp06IAVK1bgzZs3AD5OwJWTC+rP+fPPP3H69Gn4+vpi/PjxGSYr01X80EBERKqS10nQ0sZurVu3LhISEjBx4kS0adMGt27dgpGRkcYmQJNb2k39NWvWYPny5QV6wvLMpN3gnjBhAm9wExFlIz/joacnhICnpyeePXuWYbJtIyMj7N69Gxs3bsTatWuxc+dOxMbGwsnJCfXq1cN3332HHj16qGQCaGtra+zevRtfffUVRo0aBX9//zzV89tvv+H27du4cOECDh06hEOHDmVabsSIEejUqVOO6kzray0sLDBixIg8xaVtxo8fDyMjI+zYsQMmJiZyh0NaTCFU8VgqEemlmzdv4quvvkL79u3z3LEXNK1atcLRo0dhYWGBoKAgODg4yB1SvvXu3RsHDhyQnqogIiLN8PT0xKpVq3DgwAFposxPNWvWDKdOncK5c+fw1VdfZVrm5cuXKFmyJG7cuIFq1arhyZMnKFeuHCwtLREVFZVtDJ07d8aePXswd+5cTJo0Kd9t0rTIyEjUrFkTYWFhePDggc7c1H/z5g3KlSuH8uXL49KlS7yoJyJSMyEEhg8fjsOHD+N///sfXFxc5A4Ju3fvRteuXbFv3z60a9cuT3WkpKRgw4YN2LZtGwIDAxESEgJDQ0MUL14cDRo0wA8//ICmTZvmqK7AwEDprbURI0ZgyZIleYpJmxw+fBju7u7YvXs3OnbsKHc4pOWYRCeifFFFx15Q8EMDERGpUt26dXHlyhW8evUKxYsXz7SMvb09IiIiEBkZCQsLi0zL3L59G25ubnj58iVKlCgBIQSKFi2K4OBgXLhwAfXq1ct0O19fXwwZMgTVqlXDxYsXYWZmprK2aZIu3tTnDW4iIs0RQsDLywsHDhzAmTNnUKZMGblDIiItxCQ6EREREZGGJSUlwcrKClZWVlmOd5o2BFvlypVx586dTMukpqaiTZs2MDIywt9//y0tnz17NqZPn446derg+PHjsLGxkdYlJiZi4cKFmDp1KooXL46TJ0/me/xWuenSTX3e4CYi0qxhw4Zh69at2L9/v1J/aGdnxzeBiEjCJDoRERERkYalvd3UvHlzHDt2LNMye/fuRadOndCnTx9s3Lgxw3ohBIYMGYIzZ87g3LlzSkOZJCcnS0llR0dHdOzYEY6Ojvjvv/9w5MgRvHv3Dg0aNMCWLVtUMlcKERFRQZXVOOanTp1CkyZNNBsMEWktTixKRERERKRh+Z0ELW3s1uPHj+N///tfhrHANTkBGhERUUHGZ0uJKCf4JDoRERERUQHCsVuJiIiIiDSLT6ITERERERUgw4cPl8ZuNTc3x9u3bwFw7FYiIiIiInXhk+hERERERAUIx24lIiIiItIsPolORERERFSA8BkYIiIiIiLNMpA7AKL8On36NBQKBRQKBVq2bImUlJQcbzty5Ehp23Xr1qkvSJLFjBkzpPNLRERERERERESUF0yik045duwYJk+enKOyGzZswNKlS9UcERERERERERERERVkTKKTzvntt9+wbdu2bMtcvXoVnp6eGoqIiIiIiIiISF4fPnyAmZkZFAoFunTpkqNt0r/53aJFixxtc+7cOWmb+fPn5ydkIiKtwSQ66aTvv/8eN2/ezHTd+/fv0aVLF8THx2s4KiL9EB8fjzt37sgdRpZCQkLw/PlzucMgIiIiItIoBwcHKXm+f/9+vHnz5rPbrFy5Uvr+xIkTePLkyWe38fX1BQAYGxtj4MCBeYyW9M2ePXtga2uL3r17yx0KUaaYRCed0rBhQxgYGCA2NhadOnVCaGio0vrk5GT06NEDL168AAA0atRIjjCJdFZ8fDw6duyIy5cvyx1KpkJDQ9G8eXMm0YmIiIhIL6W9kZ2cnIw1a9ZkW/bDhw/YtWuX9LMQAqtWrcp2m4iICOzYsQMA0LlzZzg5OeUzYtIXfn5+CA8Px5YtWxASEiJ3OEQZMIlOOqV58+aYNWsWAODZs2fw8PBQmmh0/PjxOH36NABg4MCB+P777+UIk0gnJSQkoFOnTjh69KjcoWQqLYEeGBgodyhERERERLJo3LgxXF1dAXxMWqampmZZdu3atUhMTAQA2NjYZFiWmU2bNiE2NhYAMHTo0HzHy7dIs3blyhW5Q1ApT09PODg4oH///rC3t5c7HFno2jnVNUyik86ZMmUKOnfuDEB5otFNmzZh0aJFAIDatWtj2bJl2dZz7tw5dOnSBUWLFoWJiQmKFi2KHj16ZDlMDPDxlbiOHTuiePHiMDExkcaBS/sqXLgwAOVx5U6fPo3//vsPffv2ha2tLRwdHdG/f3+8fftWqvfkyZNo2rQpLC0tUaxYMYwePRrR0dEZ9n/79m307dsXLi4uMDU1hb29Pdq1a4ezZ8/m6himl5ycjOXLl6N+/fqwtraGpaUl6tati2XLlindoEiT1q4ZM2YgPj4eP//8M0qWLAkrKys0b95c6QnlJ0+e4LvvvoO9vT1sbGzQpUuXTF8PHDBgQIZjaWNjg6pVq8LT0xNXr17NVZuio6Mxe/Zs1KhRA5aWljA3N0eNGjWwcOFCJCcnZ7nd69evMXbsWLi6usLCwgJ2dnaoVasWpk6dipcvX2YoHxoaismTJ6NSpUowNzeHnZ0dWrVqhSNHjmQoq67fiTQXL15E9+7dUbRoUZiamqJUqVIYNmwYXr9+naHsjBkzpFiAj7/XX3/9NQoVKoTixYtj9OjRCA8PV9omLYGe1raBAwcqna89e/ZkGVt669atk7Z5/vw5EhISMG7cONjb28PZ2RkTJkxAVFQUgI9PxkyYMEE6vpaWlqhfvz7Wrl0LIYRSvWFhYWjRogWuX78OAGjatKlSfJ8m1nNz7oi0Ufq/KZn9/axbty5mz56d4f8yUXbS+uPSpUvLHQoREeXDkCFDAADPnz/P8gEYIYQ0LEv58uUxe/ZsAB+HR03/dPqn0rapUKECmjZtmq84+RZp1lavXo0JEybIHYZKtW/fHu/fv8e6devkDkUWhw4dQp8+feQOg7IjiAq4U6dOCQACgPD29hZCCBEZGSkqVaokLf/555+Fubm5ACAcHBxEUFCQEEKItWvXSmXWrl0r1blmzRqhUCikdem/zM3NxcWLFzPEMWTIkEzLp/+ysbHJEPOCBQuEnZ1dhrJffPGFCAsLEwsXLhQGBgYZ1jdq1EgkJydL+z9y5IgwMTHJdL8GBgZiz549uT62kZGRonHjxlm2p3379iIpKUlpm7R1Xl5eolatWhm2sbCwEBcuXBBnzpwRNjY2GdY7OTmJV69eKdXZv3//zx7bESNGKB0PIYTw9vaW1qdvk5ubW5b1dOvWLdNjcfLkyUzj/fR3L83du3dFiRIlsiw/b948pfLq+J1I89dff2X5++zo6Chu3bqV5XGbOXNmptu5urqKqKgoIYQQ8fHxwt3dPdvzs3v37kyP66fS/598/PhxpvWOGzdOvHz5MtvjO27cOKnOsLAwUbt27Wzju379ep7PHZE2Sv83JbuvEiVKZPgbQJSVtP64VKlScodCRET5EBISIszMzAQA0blz50zLHD9+XPq88Pvvv4vw8HBhYWEhAIgmTZpkus3FixeVtslvjDVr1hQAxKlTp/JVl65ZvXq1UCgUonHjxnKHQipy6NAhYWpqys9YWo5JdCrwMkuiCyHEgwcPhLW1tVKywNDQUBw/flwqk1USvXfv3gKA+Pbbb8XSpUvF5s2bxaBBg6Sy3377rVIMBw4ckNZ9+eWXYtWqVWLt2rWibdu2AoCoVq2a2L17tzhw4ECGmBUKhahWrZpYtmyZWLNmjbQNAOlDQ7NmzcSaNWvEkiVLRNmyZaX1mzZtkmKYOnWqACDq1q0rFi5cKLZs2SLGjh0rjIyMBABRrly5XB/bXr16Sfvq1KmT1K6+fftKSdxZs2YpbZO+XU5OTuKXX34RmzZtEiNGjJC2+eKLL4SNjY0oX768+Ouvv8SaNWtEs2bNpG0HDRqkVGfaRbujo6PYvXu32LVrl1i7dq2YMmWKKFOmjLTd6NGjlbbLLIn+6NEjAXy8mTJ+/HixefNmsXjxYqV6zp49q1TP06dPpd8lhUIhPDw8xLp168SmTZvEqFGjhP3/a++8o6q41jb+HJTepalIsULAgprYiR3FWAAlaAx2rFgTsSuJqBGNGmsEBZSACl6xxIp6VawRu8aSpVeNLbGhsSHI+/3BN/ue4RQOB7Dd97fWrAW7zZ49c+bM2fO8z7azk117z58/p2rVqhEAMjExofDwcFq9ejUtWbKEfH19RTv79u0TdUrjmiAi2rFjh5hAr1q1KkVHR1NycjJ999135ODgICbEs7Oz1Y4bAOrQoQPFx8fTsmXLqEGDBiJ9woQJRER07949SktLo+XLl4u84cOHU1pamtju3Lmj0zWn/Jns168fubm50eLFiykmJoZ8fHzI3Nycbt++Tenp6QSAXFxcaMqUKZScnEyzZ88Wx2RgYCBell27do3S0tJo+vTpou3p06fL+peVlaX3uWOY9xHle0pISIi41teuXUtz586VfZbd3d3p5cuX77rLzAcAT6IzDMN8PHz99dcEgMqWLav2WT04OJgAkLGxMT148ICIiPr27SueHy5evKhSp3///ip1JO7fv09jx44lT09PMjExIXNzc2rYsCHFxcVRXl6erOyjR4/UCrLUCWCI8ifcx48fL9q2tbUlPz8/2rFjh9pjLzh/sGnTJvLy8iIzMzPy9/enkydP6jqMgg0bNlCnTp3IycmJDA0NycHBgTp06EApKSkqx0dE9J///EftXERh+fHx8WoFVQCoS5cusjYOHDhA3bt3J1dXVzI2NlZb5/Hjx0REtGXLFmrfvj3Z2dmRoaEhVapUifr27UvXr19Xe7zXr1+nvn37kpubGxkZGZGbmxv169ePjh8/rlL20KFD1L59e3J0dCQTExOqWbMmjR8/XkU8p+73u7r0zZs3U9OmTcnMzIwqVqxII0aMEMdRkL///psmTJhAderUIQsLC7VjMH/+fLV1CyIJDKWXFxcuXKBWrVqRmZkZ1atXj1JTU0XZgwcPUmBgoLgenJycKDg4mM6cOaPS7s6dO8VLrYJbnTp1VMofPXqUunXrRk5OTmRkZESurq40ePBgun37tk7HwegPT6IzHzyaJtGJ8r8MlRW4BRWkmibRBw8eTBs2bFDZlzSZaWFhIUsfMWIEAaBPPvlENhlJRNSuXTsCQGvWrFHb527dusnq5OXlUePGjUV+RESErL2bN2+SoaEhAaDg4GCRHhkZSUuXLlXp87Bhw0RbBR9ktHH69GlRb+bMmSr50dHRBIBsbGzo+fPnIl2q4+npqXITHz9+vMhv0aKFrF5ubi55e3uLyXJltP1of/78ObVs2VJMnF64cEHkaZpE79SpEz18+FDWzvHjx0XZgqqJ0NBQjZPURETPnj2j06dPi/9/+ukn8UC6f/9+lfKSurpt27YirTSuCSISk+4+Pj6y8SYiunr1qniQSEpKUjtuBV+SvHr1ilxcXAjIfzmkTGEPgrqg/Jm0tbWVXUOvX7+m9PR0IiJKT0+nsLAwlWNKTU0V9devXy/LUx5jTWoWfc4dw7yPaPtulFB+Uaru3va/iroff/9LZGZmasz7X5xEf/DgAf3nP/951934KHjfPlsvX76k8+fPv+tuMMw7IyMjQzwHREVFyfL++usv8fvi66+/FulHjx4VdUaPHi2r8/TpU/HbomfPnrK89y2KVPkZKSkpSWVSunz58vT69WudxvHJkyeFRuX6+fmpTPLqM4mekJCgcQK94CT6jBkztPZJ2h4/fqwiolLe7O3t6dq1a7K+3bhxg+zs7DTWuXnzpii7adMmjX2uWrWqrF1dJtF1iZSWOHPmDNnb2xc6BvpMop8/f15t9PjZs2eL5Gywa9cujRPogOokelGjzJmShT3RmY+azp07Y8qUKQCAoKAgjBs3Tqd6c+fOFb7qytStWxcAxEIpEgYG+R+lypUrw8jISJZXuXJlAMC6devU7mvYsGGyOgqFAv7+/uL/IUOGyMq7uLigadOmAIArV66I9G+//ValrHKf1fVbG//6178AAHZ2dvj2229V8nv37g0AyMrKwqFDh1TyQ0JCULFiRVlahw4dZPXNzMzE/2XKlEFwcDCAfJ89XX16zczMEBMTA4VCgby8PLESvCZcXFyQlpaGcuXKydI1jVNOTo7w/AsKCkLPnj1V2jQ3N0edOnXE/+vXrweQf7yff/65Snlp7P7973/j5cuXKvkldU1cu3ZNeIBPnTpVNt4AUKVKFfj6+gIAtm7dqtIPAOLzI2FsbAw/Pz8A+Yv3liajR4+WXUOGhoZo06YNAKBx48aIiYlROSZ9r3eJ4p47hvmQUL6XKK9X8b/Mx+gvWhROnDiBtm3bvutuvDewF2/J8b75vL569QpdunThex/zP02zZs3g7e0NQHWB0bi4OOTk5ACQLw7asGFD+Pj4AABWrVqFV69eibzk5GSxRtOgQYNk+7p06RJu3boFFxcXTJkyBcnJyZg9ezYcHBwAAPPnz8fNmzcB5K9lNHnyZOHBDgDTp09HWlqa2KTf2C9evEDnzp1x69YtmJiYIDw8HKtXr8aSJUvE75wJEyZg//79asfg8uXLGDJkCEaOHInk5GSxrtP48eNhaGhY6Bjm5uYiMDAQ27ZtAwA0atQICxcuxLp16xAdHS3Gd9euXQgKClK7plhRcHR0xL/+9S/Rrre3t2xcpPXgzp8/j8mTJwMAPDw8sGjRIqxevVrchytVqoTU1FSkpaXB3Nwcu3fvhkKhQGBgIGJiYrB69WoEBQUByF+HasaMGbJ+xMTE4OHDhwCA8PBwrF27FrNmzUL9+vUBQHac0dHRyMvLg7m5OaKjo7FmzRqMGzcOlSpV0roemSamTZuGDh06ID4+HsuWLUODBg0A5F9jM2fOlJXt378/Hjx4AFNTU4wdOxbJycn4/vvvYW9vDwCYMWMG0tLS0KlTpyL14dWrVwgJCUGzZs2QlJSEqVOnwtLSEgEBAahVqxb27NkDIkLr1q2xePFiJCUlYcCAAQCAly9fYuLEiaItIyMjrFmzRqwf4ODgIDun8+fPF2V37tyJ0aNHg4hQtWpVREdHIzk5Gd999x0cHBxw//59BAcHa134lykm73oWn2GKS2Fqu7y8PJo5cyY9ffpUJU+TEr0gR44coWHDhsnetiqzefNmAvKV0PPmzaMHDx5QVlYWxcXFibApZa+5whSxMTExIl+d+kmym6lcubLGPp87d47GjRsneytfFCVVYGCgTm+uAdDChQtFPW3n4sqVK1rHOzY2VuRLVhxEuinfatSoQQCoa9euIk3Tm2xlHj16RMuXL6fPP/9cbd8vXLgg0hMTEzW2o4ytra3OY3f27FkiKp1rYtOmTTr3o169ejqPm2QdZGBgIEsvaSV6QVsdbdy5c4fmzZsnlPfq+qCLEl2fc8cw7yO6KNEzMzNFmfDw8LfbwfeQ/3V/0RMnToh7oCb+l5To7MVbcrxvPq+vXr0SkaL6Pq8wzMeCFIUJgLZv305E+b+fJbvImjVrqtRZtmyZqLN69WqRLqnHvby8VOq8b1Gkys/0BaO509PTdVah//zzz6KdUaNGqdi25OTkyNb3iomJEXn62rkQqdqKFGTevHkEgOzs7OjRo0eyPGktt1mzZom0rl27qvz2ysvLE2uJFbwOhg8fTkD+mm8Fjzk9PV0W9S210blzZ5WxKRj9r4sSXddI6UePHqm9TomIDh8+TEC+k8CbN29IV5TXiwsJCZHlXb58ma5evUpERXc2INLtGUufKHOmZGElOvPRo1AoMGHCBFhaWhapXm5uLmJjY1GjRg34+vri5s2baNiwodqynTp1Qs+ePZGXl4cxY8bA3t4eNjY26NevH7KzswHkq+J1pbC33mXLlgUAmVpAIjU1FfXr10ft2rVx/Phx8Qa+qEgqAlNTU3h4eGjdpP4Uhq7HBag/Nm3Y2dkBAJ4+fapT+cuXLyM0NBTly5fHrFmz1KqOgXwlhET58uV1alsaOzs7u0LHTte3xPpcE1I/gHzVubZ+SOOnC9quv5LE2dm50DLHjx9Hly5d4OLigpUrV4o3+PpSGueOYd5Xfv31V/G3h4cHAGDfvn1QKBRQKBTYt28fiAizZs1ChQoVYGdnh4EDB+Kvv/6StfPo0SNMmDABn3zyCUxNTVGuXDm0a9cOO3fuVLvfGzduoF+/fnB3d4exsTHc3d3Rv39/ZGZmqi1flPavX78u+p+QkIBbt26hd+/ecHR0hJWVFfz8/HDkyBGVegkJCQgLCwMRYf/+/aINhUKBgIAAncaz4Njdvn0boaGhsLW1hYODA3r37o179+6J8nv37kXLli1hYWGBChUqYOTIkbL7tsT58+cRGhoKFxcXGBsbw87ODh07dkRGRobafri7u0OhUKBPnz54+fIlpkyZgipVqsDMzAx169ZFYmKiSp3Tp0+jbdu24jtP+fhtbGx0On4AuHXrFsLDw1GlShWYmJjAwcEBQUFBRVL7Pnz4EGZmZlAoFCpKRonExEQoFApUrVoVRKSSf/XqVRgYGEChUGDSpEkA8pV0ERER4jqysLBAo0aNEB8fr9LG48eP0bZtWxHN1bJlS9mYnD59Wla+qJ8BqZ3IyEgAwObNm+Ht7Q1zc3N06NBB7FdXsrKyMG3aNNSpUwcWFhawsrJCzZo1MWrUKFy6dEltnX379iEkJASVKlUS11WrVq0QGxurURmo3O/Hjx9jxIgRcHZ2hoWFBZo2bSqUmMrs2rULgYGByM7Oxo0bN2TjKKlZlTl27BiCg4NRvnx5GBsbw83NDUOGDMGdO3dUykZGRoq2AGDLli1o1qwZzM3N4ezsjJEjR6pENmZnZyMgIECcG0l1Km0bN27UMtIM8/HRq1cvmJqaAshXFwNAeno6rl27BkCuQpfo2bMnLCwsAADLly8HAJw6dQonTpwAoKpCB97fKNLq1atj4MCBsrQ2bdropEIHgJ9//hkA4OXlhR9//FHcjyTKli2L2NhYVK9eHcB/x6u0kSLlnZycYGtrK8urUqUKAHmk/KpVq9CsWTNZOYVCIaKtC54bKTL5yZMn6N+/P/755x+R16ZNG1nUt1R269atWLx4sfgNWbZsWbXR/4Wha6R0mTJlxN+enp6yOtIYXLx4EefOnStyH8qUKYMffvhBllajRg3RblGdDXShJKLMmRLg3c7hM0zx0UVtpwlNSvQXL16Qn58fAaA+ffrQn3/+SUTaFbpv3ryhBQsWqPX78vf3l73hLOytunK/1KmO1b2lzMvLE97dX3zxBV26dEmntjQhKZt9fHx0rkOkXYle2Nt2TX3V5a2spLhXfiOs6Xxt3ryZzMzMqEKFCrR+/XpxbtT1/cyZMyJdV89gZ2dnoUbQldK4JqTFNwHIPNsLozAluqb8klaiF3a9Ll++nMqUKUMeHh5iwWBtfdBFzaLPuWOY9xFN3405OTl09epVioyMFAtPm5ubizUzCn5OBg0apPKdphzxU1Qf0qJ4aOrTvvI9YMSIEWq9Kg0NDWnbtm2iTlH8RXUd8+joaLX7rlq1Kj1+/JjmzZundp++vr6Um5sr2ty5cycZGRmp7ZeBgQFt3LhRpR9ubm6E/1d8aVqUbdKkSaL8qVOn1PZV2qytrUVZbd/HBw4cIGtra7VtlClTpkiqKGlhOjMzM7ULhTVp0kS0LSknlRkzZozY782bNz9qL96zZ8+K7y51W+/evWXls7OzqV+/flqPr169euLZV12/+/TpQ+7u7ir1FAqFTGVZ2j6vRfXIffXqVaG+xWlpaTqNO8N8TEj3dmmB0aCgIALynw+ePHmitk5YWJj43Jw/f54GDx5MQL7fs6YFHpV511GkUlr//v11HSYVXrx4Ie5ZkZGRWstOnTpV3CdfvXpFRKWrRD9z5ozo27hx4+jOnTv07Nkz2rhxoxizunXrqq375s0b2r17N/Xp00com9V97/fq1Uv0r0KFCpSQkKC2vcePH1Pt2rVF2U8//ZQOHTqktqyuC4sWRFOktPQc1KBBA8rMzKSXL1/ShQsXqG3btqI9dQt9akIa94Je7oVRmLMBUeFzHvpGmTMlCyvRGUYNs2bNwq5du9CkSRPEx8ejUqVKhdbZvXs3pk2bJt6sGhgYwMfHB3PmzMHmzZvF2+DSIj4+HomJiXB1dcXGjRuFqlBfateuDQA4d+4cbt++XRJdLDUOHjyIW7duAQA+/fRTrWUfPXqEXr164cWLF1i1ahW6du2q9dxUr14dxsbGAP7rE18Y0tjt2rVLrULubeHt7S2ObceOHaW+P+VxLK7fX2FcvnwZ4eHhePPmDbZs2YLWrVsXWkeX/r0v545hSpLvvvtOqCwNDQ1RtWpVREZGIjc3FwYGBlixYoXaaJTExESsX78ec+bMQUJCApo3bw4DAwOh7NXHh7QoHprF9TlduHAhLC0tER0djV9++QVDhgyBQqFATk4OBg0aJPalq79oUZC8PpcuXYq4uDh88cUXAPIV0q1atcKYMWPQokULxMXFYdGiRUK5lJGRgbVr14p2Dhw4gNevX+Ozzz7DvHnzkJycjDFjxqBs2bLIy8tTu2aJxObNm3HlyhVEREQID1ApKm/WrFlCoZyTk4OVK1ciJCRE1FU+/qSkpEKP9+7duwgMDMSTJ09gbW2NcePGISkpCT/99BNq166NN2/eoH///rJ1O7QxYsQIAPnXQFxcnCzv7NmzOHz4sPhfUgFKvHjxAvHx8QCAgIAAuLi4fLRevI8fP0bHjh3Fc5q/vz9iY2OxZs0ajB8/Hi4uLip1wsLCxJh6eXlhzpw5WLduHRYsWIDGjRsDAE6ePIl27drJlIXKJCQk4Pnz54iMjERSUhLGjRsHIyMjEBFGjx4tIhreps+rLh65WVlZCAsLkylBhw8fLuuTpqhThvmYkZTjubm5mDFjBjZv3gwA6NGjB6ysrLTWAYAff/wRycnJAPLXxdIWwfS+RZHqEvmqicePH4vfCwXXAiuINJ9ARHj06JHe+9SV2rVri+eX2bNno2LFirCwsEBAQIC4RxeMlH/x4gXmzJkDV1dXdOrUCdnZ2ahVq5bGfSQkJGDevHkwNTXF3bt30adPH7Rp0wZ///23rJyNjQ0OHTqE/v37AwAyMzPRrFkzjBo1qsR+M2qKlP75559hbW2N3377DZ9++ilMTU3h7e2N9PR0APnq7Zo1axZ5f7pcN0VxNtCF0ooyZ4rIu5zBZ5iSoDSU6NIby4LeaRMmTND45tDHx4cAUP369enw4cP04sULnfpcUqpjSTFQo0YNWdnly5drbUsTN27cEMooPz8/Fc8tonz1e0pKCh0/flykaTsXpaFEv3fvHnl4eBAAMjIykqkY1b2xlvzrAcjegL9+/Vpj37t27Sryli9frma0SCgKiIh++eUXUX7y5Mlqy798+ZKmT59O2dnZRFQ61wQRUZs2bQgAWVlZ0YkTJ9T25Y8//pAdl75K9AcPHoj0sWPHyvLUrUmgDl2V6AsXLhTlbt++LdIvX76s8RpT9n9esmSJ2v7pc+4Y5n1E+Z6iblMoFOTr60sHDhzQWM/Q0FBFnaOs+tXHh7QoHpr6tK/8PVOvXj3KysqS1YmIiBD5J0+elOUVpuoqDOWx69atm+wekZeXR40bNxb5ERERsro3b94kQ0NDAkDBwcEiPTIyUsWrlYho2LBhoi0pikBCUqJbW1urrN2wbds2UW/evHmyPF3WEdH0XTN69GjxXXPx4kVZXnZ2tnhGCgsL09h2QaS1SqpWrSqL5pPUjtJWpkwZmWpaeX2Vffv2EdHH68U7ZcoU0U5UVJRK/uvXr+nYsWPi/x07dojywcHBavcjqfkA0MSJE9X229XVVUWpvnTpUpFf0Ae2tHxe9fHIJSqZyDmG+diQfKuVt8zMTK111EXtHDlyRGP59ymKVNtvVl15/vy51nuwMsrRMtI97saNGyJtxYoVKnWKo0SXWLNmDZmamqqcp7p168rutX///TfVrVuXFAoFjR07Vjxb6HL/vnHjBgUHB4u2PTw8NP72O3jwoCz6oEePHrJ8fZXo2vKvXr2qNjLP2Ni4yGue6Dru+jgbFDbW+kaZMyULK9EZRg0mJiYA8v3gxowZIxRsc+bMEWUWL14slFIA0Lx5cwCAra0tvLy8hLfc2+7zlStX0Lt3byQlJSEiIgKjRo0SZRITE9GnTx+d2nN1dRUKt127dqFWrVqYOXMmUlNTsWrVKkRERMDT0xNffvklHjx4UNKHo5Zbt27hyy+/xPLly5GSkoJp06ahVq1auHz5MoB8tZc61ZUy0jgB+at1x8fH46effpL5ch45cgTTpk3Dnj17AOQr0MzNzQHkqy7atm2LxYsXIyUlBQsWLEBwcDBatGgh6nfv3l2ouaKiouDr64vFixdj/fr1iImJwcCBA1GpUiVMmTKl1H3F586dCyMjIzx9+hRNmjTBwIEDkZiYiHXr1mHOnDnw9/eHh4cH9u7dW+x92dnZifFfunQpoqOjsWrVKgwfPlwoPEsK5fPYtWtXJCYmYvbs2TJF+u7duzF69Gj8/vvvAPI9n6XPZWRkJJYsWYIVK1agX79+aNu2LYD369wxTEkREhKCtLQ0bNy4Edu2bcNvv/2Gx48f48CBA1rXzQgNDRXRGRLt27cXf+vjQ1oUD83i+pwOHz4c1tbWsrROnTqJv5V9M0uaYcOGwcjISPyvUCjg7+8v/h8yZIisvIuLC5o2bQoAMrX2t99+q1IW0M1DNiAgQEVB5ufnJ6KrSvL4pUitPn36qPiOGhkZoUePHgCK5tEpPWNdvXoV27dvB5CvwpKU8YGBgShbtizevHmD2NhYUW/JkiUAgFq1aolns4/Vi1eKWqhfv76IEFHG0NBQKLKB/6r27e3tERcXp3Y/UVFR4pkmNjZWbVRW3759VaI0i/PZKgmfV109chmGUU9BH/NPP/1URIlpoqBfep06ddCoUSO1ZT/GKFIzMzOhYk5NTdW4/7y8PKSmpgLIj3aT7nHK97r79+8Xad/S2GhTcp8+fRrffPON+P5RKBTw9PTE5MmTkZGRIdv/N998g1OnTqFHjx6Ijo4ukpLZ1dUVKSkpWLduHRQKBS5fvowff/xRbdmmTZsiMzMTw4cPBwCsWbMG+/bt03lfRSUnJwejR4/GyZMnRVq5cuUQEhKCY8eOyX7DlyT6OBsUdk7fdpQ5o4F3PInPMMWmNJToS5YsUXlTaWhoSK1atZKlNWzYUNQ5cuQIVahQQbzVbN68OU2ePJnS09NlKuWCfS4p1fHWrVtV+qxQKMQbUGlzcnLSeXyys7OpW7duKu0qb1ZWVrI3odrORXGV6Nq2IUOGqKysre5N7/Pnz9X6eDZp0oQsLS1lacqKy127dpGNjY3G/Rf09fzzzz/J29tba5+rVatGOTk5RFR6SnQiorVr12r01FV3vorzpj8mJkZt+8qeutrQVYl+584dtd67fn5+Kn6qv//+u6inrLDTdP6Keu4Y5n1E3+9G5XqJiYlay+rrQ6qrh6Y+7Rf2PfPHH3+I/NWrV8vySlKJru4+rnx/VHd/k9YiqVy5ssZ9nDt3jsaNGyfz4C7YlqREL+iFLSGp9vr16ydL11eJ/uTJE53PEwCdI5Nyc3OFkrh9+/ZERLRs2TLZOZeeUSpWrEg5OTl08OBBka8pcozo4/DiVVZATp8+Xac6Tk5OBOSr4rQRFxcn2r58+bJKv9XdU3JyckR+QVV4afm86uuRy0p0hlElKyuLzMzMxGdDnTK6IM+ePSMrKytRR13klMT7FkWqzzNSYcf17bffqkTZ5eXl0ahRo0SZ+fPny/IklXjr1q1l9d68eSPznS84Nh07diQgfw0N5bVU8vLy6NmzZ0REFBAQQADI3d2d9uzZI9aHUIe0NkrBiLEePXqovX9HRUWJaC/lfUu/lzt06CDSBw0aRFevXpWVPXnypDi26OhokV7SSvSNGzeK9Hnz5qld76Mo6PqsqI+zQXh4OAH5804FIymlc6dPlDlTsuQbBzEMI2PIkCF4+vQpli5dikePHqFZs2aIioqCm5sbOnbsiIsXL6JNmzZYuHAhcnNz0bt3b+EDBwDZ2dnYv38/9u/fj6ioKNjY2GDOnDkYMGBAqfW5Q4cOWLlyJWbNmoXbt2+jXr16mDp1Kj7//HMEBgYiIyMDjRs3xk8//aRzm0ZGRkhJScHatWsRGxuLS5cu4f79+7C0tISHhwe++OILDBo0SHiKlja2trYICAjA3r17cffuXdjY2KBRo0YIDw8XSuLCMDMzw/bt2xEeHo6jR4/CwcEB/fr1Q0REBFauXImJEyfCwcEB48aNkyku27Zti4sXL2LhwoXYunUrrl27htzcXJQvXx4+Pj4yL1kg3/fu8OHD+Pnnn7F27Vpcv34dz549Q7ly5eDj44Pg4GCEhoYK/7bSJCQkBF5eXpg/fz4yMjJw69YtGBgYwNnZGb6+vggLC9OoGikqYWFhsLGxwezZs3H+/HlYWVmhVq1aKkqV4lKhQgVs374do0aNwrlz5+Dm5oZhw4Zh6NChmDx5MhYuXIgqVaogKioKn3zyiag3ffp0ODs7Y/Hixfjjjz9gb2+P+vXrY+TIkaLM+3TuGOZdUpjfo7IPqb29vdayyj6kCQkJ8PHxwaRJk4SHZmJiIpKTk+Ho6Fjs9rWh/Lkt7bUbClKYuliTnyeQr3D74YcfcOrUKbRs2RK+vr5Ys2aNXv2Q9lNSx6/s0Vm+fHkV9X9Bnj9/LrzZtVGmTBkMHToUEyZMwM6dO/HHH39g2bJlAIBmzZqhVq1aGDZsGNavX487d+5gy5YtQulnY2ODr7/+WqXN48ePIyoqClu3boWnpyfatWsnFND6UNxrtLhevBLly5fXqY7kw6urdy8AsYZBYRTns1XQ51XbZ6Uo6khtnymGYeRYW1uje/fuiIuLg7W1tYgg0oa5uTl69uyJZcuWib81UTCKdOjQobhz5w4WL14s0nfv3o0zZ84gLCwMXl5eIor05cuXiIyMBBHB2NgYhw8fxu+//46jR4+ie/fuWLJkCY4cOYKoqCjs27cPISEhKF++PB49eoTMzExs2LABDx8+1LqOiL4MHjwYa9euxeHDhzF37lxkZGTgq6++QoUKFXD37l0kJyfj2LFjAPKjooYOHSrqKhQKtGzZEtu2bcOePXsQFBSEzp074/Xr11i1apVs/Y+C1K1bF7/++ivu3buHnj17onPnzrh+/TrWrFmD6dOnIyAgAM2bN8fGjRthaWkJb29vWFhYaGxPOj8JCQlwdnaGu7s7du3aJZ417t+/j+XLl+POnTv47rvvcPz4cUyePBktW7ZEYGAg7OzssG7dOmRlZQEA3N3dRdtr165FfHw8goOD0bp1a+Tl5cnmJJTLljQ+Pj6wtrbGkydP4OnpqZMivCQo6GxQr149HDp0CCtWrBBlFi9ejCtXrmDhwoUA/hsdl5OTg+DgYPTu3Rt3797Fhg0b8OWXX2LUqFGYO3cuGjRoIKLMe/XqBV9fXxgZGeHmzZvYu3cvdu3aheDgYJVIN6aEeNez+AzzobNo0SLxNnHixIl0/fp1ys7Opr/++ovS09MpNDRU5P/yyy/vursfJLp4sTEMwzD/pSSU6IX5ROrrQypRmIemPu0XpjAtCX9RTZRGRFFeXp54jvjiiy/o0qVLhbZVmBJdU76+SvTXr1+LCKAFCxZorKsPDx48IBMTEwJATZs2Vfs85eXlRQDos88+E1FXY8aMUWnrY/PiVY4AKMyLV8LR0ZEA0IABA7SWW7VqlWj7woULOvdbU35p+bzqq0xkJTrDqOfYsWMEgMLDw3Wuc/r0abUK5oK8b1GkJXEflnjw4AG1aNFC6/5bt26tsoYJEdHFixfVjkvZsmXp+++/13ivunXrlrinF9zS0tKIiOjChQviO7Js2bLUqFEjGjt2LG3evFlFlT527FiVdiwtLalJkyaytJCQECIi+uqrrzQeq6OjI12/fl20XbFiRY1lmzZtKjsvJa1Ez8rKkkUCuLu7U69evSgmJoauXbum/cSqQddnRX2cDf755x+x1lvBTTmCoahR5kzJwp7oDFNMJN/sdu3aYcaMGXBzc4ORkREcHR3Rpk0brF69Gr169QIAmWcnwzAMw3zIFNeHtDAPzbftc6qLv+jbJj4+HomJiXB1dcXGjRvh4eFRavvSxXtWHYaGhsIHvaQ9Ou3s7PDVV18BAA4dOgQg38+7W7duooyk6jt+/Dhev34NAwMDmdIP+Di9eK2srODq6goA2LBhg051JH/0X3/9Va1Hu8S6desA5CtTa9SoUcyevn8+r/pe6wzzsdOgQQP4+PgUKYK0Tp06aNiwoYqnekGkKNIGDRrA1NQUnp6eWLRoEbZv347x48fD3NwctWrVwqZNm1SiSJcuXQovLy8YGhqiQoUK6NixI+bOnSvKSFGks2fPRt26dWFrawtDQ0M4OTmhXbt2WLFiBS5cuFBqUaR2dnbYs2cPkpKS4OfnBzs7O7H/jh07IjU1Fenp6WojaTw9PfHbb78hODgY5cqVg5WVFTp16oSjR48iNDRU4z6dnZ1x5MgRBAcHw8bGRvizT506Fc2bN0dERAS8vb3F2lC5ubk4evQo5syZg86dO8PR0REzZ84U98Dp06fjm2++gZOTE6ysrNCtWzdkZmYiPj4en3zyCWxtbdG3b1+xtsaqVauQmJgIPz8/uLq6wsTEBNWqVcPQoUNx+vRpuLm5ib5euHABP/zwAxo3bgxHR0eYm5ujdu3aiI6Oxu7du0vtvBw4cADVq1fHggULRNr169exevVqDBw4EFWqVIG/vz9u3bpV4vseMmQIZs2aBRcXF5ibm6Ndu3Y4fPgw1q5diwYNGsDS0hKBgYFibRUAsLCwwIEDB9C/f384OjrCxMQENWrUwOjRo2XPPSEhIcjMzETfvn1RrVo1mJiYwMzMDNWrV0e/fv1w5MgRREZGlvgxMf/PO57EZ5gPnqCgIAJAXl5eMp81iby8PGrXrh0BIG9v73fQww8fVqIzDMMUjbehRNfHh7QoHpr6tF8cJbou/qLaKA0luvSMUaNGDVnZ5cuXa2xLXyX63LlzRZvK6mOi/3rPavo+joqKEnVjY2PV7jcrK0tnxbQyp06dkqmrIiIiVPpmYWEh8jt27KjSxsfqxfvNN9+ItiZOnKi2jPK6PJs3bxble/ToQa9fv1YpP3/+fFFm5MiRsrzC+q0pv7R8XvVVJj548ECkjx07Vpanq2c/wzDM+8qWLVvEPW7AgAF06dIlys7Opvv379PBgwdp+PDhVKZMGQJ0j2T60Hj16pVQwHt5eVF6ejo9ffqU/vnnH7p8+TItWrSIXF1dxRyNunkchlEHG7oyTDEJCgrChg0b8Pvvv+Ozzz5D9+7d4erqijJlyuD27dvYsGGD8DNr06bNO+4twzAMw5QM+viQFsVD8237nOriL/q2kTw1r1y5gt69e8PPzw9nzpyRecgmJibi6tWrSEhIKNa+JC9OAOjVqxdGjBiBrKwsbN++HZ6enpg/f77GuiNHjkRcXByuXbuGsLAwbNy4EZ07d0a5cuXw999/48iRI0hLS4OFhQUmTZpUpH75+PjA19cXGRkZUCgUKh6flpaWCA0NFX7p4eHhKm18rF68ERERSEpKwr179zBz5kzs3r0bISEhcHFxwV9//YXjx4/j3//+N27evAkA6NSpE4KDg5Gamoo1a9bg9OnT6NOnDypXroyHDx9iw4YNSE9PBwBUq1YN06ZNK5F+vm8+r3Z2dnBxccGff/6JpUuXwt7eHk5OTsjMzMSmTZvEeDEMw3yISJHyHh4eskh4e3t72Nvbo2nTprC1tcX333+P2NjYIn8vfwhcunQJd+7cAQCsXLlStv5XjRo1UKNGDXTo0AFVq1bFhQsXcPjwYbRo0eId9Zb5oHjXs/gM8zEwePBgrZ5UAKhJkyasbtETVqIzDMMUjbehRCcqug9pUTw09Wm/OEp0XfxFizN2+ijRt27dqtIXhUJBfn5+sjQnJydRR18lel5eHvn6+qo9fkmRrO37+Ny5c8IjXNOmr998SkoKAaB27dqpzT937pxQ7Ofl5ankf8xevCdPnqRKlSpp3Le1tbWs/IsXL+jLL7/U2l8fHx+112hh/daUX1o+r/oq0YmIYmJidBovhmGYD40xY8YQALKzs1OJ/pEICwsjAGRubv6We/d2OHv2rLivJyYmqi1z6NAhUSY1NfUt95D5UGFPdIYpAZYtW4Y9e/agR48ecHd3h7GxMQwNDVG+fHn4+/sjISEBBw4cgKWl5bvuKsMwDMOUGEX1IS2Kh6Y+7ReHwvxF3wUdOnTAypUrUa1aNZiamqJp06bYsWMHNm3ahPbt28Pc3Bxt2rTB3r17i70vhUKBbdu2YcyYMXB2doaRkRGqVKmCAQMGYMiQIYXWr1mzJk6ePInJkyejZs2asLKygpGREZydndGlSxekpKTo3c/AwEC4uLho9OmtWbMmPv/8cwwbNgwKhUIl/2P24q1bty7Onz+PGTNm4LPPPhPjXqlSJbRv3x4zZ86UlTc1NcW6deuwdetWdOnSBU5OTjA0NISdnR1at26NFStW4LfffpNFhRSX99HnNSwsDCkpKahfvz6MjY3h4OCAVq1a8fpFDMN88AQGBgIAHj58iHr16iEyMhKJiYlISUnBokWL4O/vL+51H2ukfM2aNcWaHgMGDED//v0RGxuL9evXIy4uDsOHD4e/vz8AwNjYGL6+vu+yu8wHhILoLa+CwzAMwzAMwzAMwzAMwzBMiTNr1ixMmjRJ66LXHh4e2L17NypVqvQWe/b2OH36NPz9/XHv3j2NZYyMjBAfHy8WMWeYwuBJdIZhGIZhGIZhGIZhGIb5SDhx4gSWLVuGjIwM3Lx5E7m5ubCxsUGtWrUQGBiIsLAw2ZohHyNZWVlYsmQJfv31V1y6dAn//PMPTExMUKVKFbRq1QrDhg1D9erV33U3mQ8InkRnGIZhGIZhGIZhGIZhGIZhGA2wJzrDMAzDMAzDMAzDMAzDMAzDaIAn0RmGYRiGYRiGYRiGYRiGYRhGAzyJzjAMwzAMwzAMwzAMwzAMwzAa4El0hmEYhmEYhmEYhmEYhmEYhtEAT6IzDMMwDMMwDMMwDMMwDMMwjAZ4Ep1hGIZhGIZhGIZhGIZhGIZhNMCT6AzDMAzDMAzDMAzDMAzDMAyjAZ5EZxiGYRiGYRiGYRiGYRiGYRgN8CQ6wzAMwzAMwzAMwzAMwzAMw2iAJ9EZhmEYhmEYhmEYhmEYhmEYRgM8ic4wDMMwDMMwDMMwDMMwDMMwGuBJdIZhGIZhGIZhGIZhGIZhGIbRwP8BExvpiMPQ43AAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1500x1500 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the figure\n",
    "fig, ax = plt.subplots(3, 3)\n",
    "fig.set_size_inches(15, 15)\n",
    "ax = ax.flatten()\n",
    "\n",
    "fig.suptitle(\"TRAPPIST-1 c parameter distributions and correlations with varying maximum mantle water content\", fontsize=22, fontweight='bold', y=0.99)\n",
    "\n",
    "t1c_df_05wt = t1_dfs_filtered_05wt[1]\n",
    "t1c_df_1wt = t1_dfs_filtered_1wt[1]\n",
    "t1c_df_3wt = t1_dfs_filtered_3wt[1]\n",
    "\n",
    "plot_names = [\"$Q$ (km$^3$ yr$^{-1}$) \\n Magma emplacement rate\",\n",
    "              \"$m^{mantle}_{H_2O}$ (wt%) \\n Present mantle water content\",\n",
    "              \"$F_{H_2O}$ (kg yr$^{-1}$) \\n Water outgassing rate\"]\n",
    "lfs = 20\n",
    "\n",
    "plt.rcParams['font.family'] = 'Gill Sans'\n",
    "plt.rcParams['xtick.labelsize'] = 14\n",
    "plt.rcParams['ytick.labelsize'] = 14\n",
    "\n",
    "# Function to create contour plot with specific data percentages\n",
    "def create_contour_plot(ax, x, y, xlabel=None, ylabel=None, xlim=1, ylim=1, dashed=1):\n",
    "    # Ensure data is numeric and remove NaNs\n",
    "    x = np.asarray(x, dtype=np.float64)\n",
    "    y = np.asarray(y, dtype=np.float64)\n",
    "    mask = ~np.isnan(x) & ~np.isnan(y) & ~np.isinf(x) & ~np.isinf(y)\n",
    "    x = x[mask]\n",
    "    y = y[mask]\n",
    "    \n",
    "    # Perform kernel density estimation\n",
    "    xy = np.vstack([x, y])\n",
    "    kde = gaussian_kde(xy)\n",
    "    z = kde(xy)\n",
    "    \n",
    "    # Sort the values of the density\n",
    "    idx = z.argsort()\n",
    "    x, y, z = x[idx], y[idx], z[idx]\n",
    "    \n",
    "    # Calculate the cumulative distribution function (CDF)\n",
    "    cdf = z.cumsum() / z.sum()\n",
    "    \n",
    "    # Determine the contour levels for 95% and 68% of the data\n",
    "    levels = [z[np.searchsorted(cdf, 0.05)]]\n",
    "\n",
    "    if dashed == 0:\n",
    "        dash = \"-\"\n",
    "    elif dashed == 1:\n",
    "        dash = \"--\"\n",
    "    else:\n",
    "        dash = \":\"\n",
    "\n",
    "    # Create contour plot\n",
    "    ax.tricontour(x, y, z, levels=levels, colors=['black'], linestyles=dash)\n",
    "    if xlabel:\n",
    "        ax.set_xlabel(xlabel, fontsize=lfs)\n",
    "\n",
    "    if ylabel:\n",
    "        ax.set_ylabel(ylabel, fontsize=lfs)\n",
    "    ax.set_xlim(xlim)\n",
    "    ax.set_ylim(ylim)\n",
    "    ax.minorticks_on()\n",
    "\n",
    "# Function to create histogram plot\n",
    "def create_histogram_plot(ax, data, xlabel=None, xlim=1, dashed=1, label=False):\n",
    "    data = np.asarray(data, dtype=np.float64)\n",
    "    data = data[~np.isnan(data) & ~np.isinf(data)]\n",
    "\n",
    "    if dashed == 0:\n",
    "        dash = \"-\"\n",
    "    elif dashed == 1:\n",
    "        dash = \"--\"\n",
    "    else:\n",
    "        dash = \":\"\n",
    "\n",
    "    ax.hist(data, bins=20, density=False, alpha=0.8, color='k', histtype='step', linewidth=2, linestyle=dash, label=label)\n",
    "    #kde = gaussian_kde(data)\n",
    "    #x = np.linspace(data.min(), data.max(), 1000)\n",
    "    #ax.plot(x, kde(x), 'k')\n",
    "    if xlabel:\n",
    "        ax.set_xlabel(xlabel, fontsize=lfs)\n",
    "    ax.set_ylabel(\"Count\", fontsize=lfs)\n",
    "    ax.set_xlim(xlim)\n",
    "    ax.minorticks_on()\n",
    "\n",
    "# Plot 1: Q vs H2O_mantle\n",
    "i = 3\n",
    "var_x = np.log10(t1c_df_05wt[\"Q\"].to_numpy().astype(float))\n",
    "var_y = t1c_df_05wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "create_contour_plot(ax[i], var_x, var_y, None, \"$m^{mantle}_{H_2O}$ (wt%) \\n Present mantle water content\", [-2, 4], [0, 3], dashed=0)\n",
    "\n",
    "var_x = np.log10(t1c_df_1wt[\"Q\"].to_numpy().astype(float))\n",
    "var_y = t1c_df_1wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "create_contour_plot(ax[i], var_x, var_y, None, \"$m^{mantle}_{H_2O}$ (wt%) \\n Present mantle water content\", [-2, 4], [0, 3], dashed=1)\n",
    "\n",
    "var_x = np.log10(t1c_df_3wt[\"Q\"].to_numpy().astype(float))\n",
    "var_y = t1c_df_3wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "create_contour_plot(ax[i], var_x, var_y, None, \"$m^{mantle}_{H_2O}$ (wt%) \\n Present mantle water content\", [-2, 4], [0, 3], dashed=2)\n",
    "\n",
    "formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "ax[i].xaxis.set_major_formatter(formatter)\n",
    "\n",
    "# Plot 2: Q vs H2O_flux\n",
    "i = 6\n",
    "var_x = np.log10(t1c_df_05wt[\"Q\"].to_numpy().astype(float))\n",
    "var_y = np.log10(t1c_df_05wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_contour_plot(ax[i], var_x, var_y, plot_names[0], plot_names[2], [-2, 4], [6, 14], dashed=0)\n",
    "\n",
    "var_x = np.log10(t1c_df_1wt[\"Q\"].to_numpy().astype(float))\n",
    "var_y = np.log10(t1c_df_1wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_contour_plot(ax[i], var_x, var_y, plot_names[0], plot_names[2], [-2, 4], [6, 14], dashed=1)\n",
    "\n",
    "var_x = np.log10(t1c_df_3wt[\"Q\"].to_numpy().astype(float))\n",
    "var_y = np.log10(t1c_df_3wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_contour_plot(ax[i], var_x, var_y, plot_names[0], plot_names[2], [-2, 4], [6, 14], dashed=2)\n",
    "\n",
    "ax[i].xaxis.set_major_formatter(formatter)\n",
    "ax[i].yaxis.set_major_formatter(formatter)\n",
    "\n",
    "# Plot 3: m_H2O_mantle vs H2O_flux\n",
    "i = 7\n",
    "var_x = t1c_df_05wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "var_y = np.log10(t1c_df_05wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_contour_plot(ax[i], var_x, var_y, plot_names[1], None, [0, 3], [6, 14], dashed=0)\n",
    "\n",
    "var_x = t1c_df_1wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "var_y = np.log10(t1c_df_1wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_contour_plot(ax[i], var_x, var_y, plot_names[1], None, [0, 3], [6, 14], dashed=1)\n",
    "\n",
    "var_x = t1c_df_3wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "var_y = np.log10(t1c_df_3wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_contour_plot(ax[i], var_x, var_y, plot_names[1], None, [0, 3], [6, 14], dashed=2)\n",
    "\n",
    "ax[i].yaxis.set_major_formatter(formatter)\n",
    "\n",
    "# Diagonal plots: Posterior distributions\n",
    "i = 0\n",
    "var_x = np.log10(t1c_df_05wt[\"Q\"].to_numpy().astype(float))\n",
    "create_histogram_plot(ax[i], var_x, None, [-2, 4], dashed=0, label = \"Max. mantle water content = 0.5 wt%\")\n",
    "\n",
    "var_x = np.log10(t1c_df_1wt[\"Q\"].to_numpy().astype(float))\n",
    "create_histogram_plot(ax[i], var_x, None, [-2, 4], dashed=1, label = \"Max. mantle water content = 1 wt%\")\n",
    "\n",
    "var_x = np.log10(t1c_df_3wt[\"Q\"].to_numpy().astype(float))\n",
    "create_histogram_plot(ax[i], var_x, None, [-2, 4], dashed=2, label = \"Max. mantle water content = 3 wt%\")\n",
    "\n",
    "formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "ax[i].xaxis.set_major_formatter(formatter)\n",
    "ax[i].set_ylim([0,6000])\n",
    "\n",
    "i = 4\n",
    "var_x = t1c_df_05wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "create_histogram_plot(ax[i], var_x, None, [0, 3], dashed=0)\n",
    "\n",
    "var_x = t1c_df_1wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "create_histogram_plot(ax[i], var_x, None, [0, 3], dashed=1)\n",
    "\n",
    "var_x = t1c_df_3wt[\"m_H2O_mantle\"].to_numpy()*100\n",
    "create_histogram_plot(ax[i], var_x, None, [0, 3], dashed=2)\n",
    "\n",
    "ax[i].set_ylim([0,5000])\n",
    "\n",
    "i = 8\n",
    "var_x = np.log10(t1c_df_05wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_histogram_plot(ax[i], var_x, plot_names[2], [6, 14], dashed=0)\n",
    "\n",
    "var_x = np.log10(t1c_df_1wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_histogram_plot(ax[i], var_x, plot_names[2], [6, 14], dashed=1)\n",
    "\n",
    "var_x = np.log10(t1c_df_3wt[\"H2O_flux\"].to_numpy().astype(float))\n",
    "create_histogram_plot(ax[i], var_x, plot_names[2], [6, 14], dashed=2)\n",
    "\n",
    "formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "ax[i].xaxis.set_major_formatter(formatter)\n",
    "ax[i].set_ylim([0,10000])\n",
    "\n",
    "# Turn off top right corner plots\n",
    "handles, labels = ax[0].get_legend_handles_labels()  # Get handles and labels from the first axis\n",
    "ax[1].legend(handles, labels, ncol=1, labelspacing=0.5, fontsize=20, loc='lower left')\n",
    "for i in [1, 2, 5]:\n",
    "    ax[i].axis(\"off\")\n",
    "\n",
    "label_index = 0  # Initialize label index\n",
    "for i, axi in enumerate(ax):\n",
    "    if i in [1,2,5]:  # Skip the axis that was turned off\n",
    "        continue\n",
    "    label = string.ascii_lowercase[label_index]\n",
    "    axi.text(0.96, 0.94, f\"{label}\", transform=axi.transAxes, va='center', ha='center', fontsize=22, fontweight='bold')\n",
    "    label_index += 1  # Increment only for visible axes\n",
    "\n",
    "fig.align_xlabels()\n",
    "plt.tight_layout()\n",
    "plt.subplots_adjust(hspace=0.12, wspace=0.28)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b350742-6ac2-46b2-b7cc-8fa01f16c34c",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Figure 4 and some bonus statistics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5b7c9f62",
   "metadata": {},
   "outputs": [],
   "source": [
    "# CALCULATE ENERGY LIMITED HYDROGEN ESCAPE RATE\n",
    "\n",
    "# T1 planet values\n",
    "r_earth = 6371*1e3 # m\n",
    "rp = np.array([1.116, 1.097, 0.788, 0.920, 1.045, 1.129, 0.755])*r_earth # m\n",
    "\n",
    "M_earth = 5.9722e24 # kg\n",
    "Mp = np.array([1.374, 1.308, 0.388, 0.692, 1.039, 1.321, 0.326])*M_earth # kg\n",
    "\n",
    "Fxuv = np.array([2935.13,1564.87,788.455,456.452,263.598,178.116,102.035])*1e-7 # joules s-1 cm-2\n",
    "\n",
    "# Constants in the equation\n",
    "epsilon = 0.3 # unitless\n",
    "G = 6.674e-11 # N m2 kg-2\n",
    "Ktide = 1 # unitless\n",
    "mH = 1*1.67377e-27 # kg\n",
    "sa = 4*np.pi*np.power(rp,2)\n",
    "\n",
    "# Final equation\n",
    "phi_cgs = (epsilon*Fxuv*rp)/(4*G*Mp*mH) # H atoms s-1 cm-2\n",
    "phi_final = phi_cgs*(1.67377e-27)*(3.1536e7)*(sa*1e4) # kg yr-1, H2_FLUX is not allowed to be higher than this"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "63ea03a1-22ad-4c1c-a588-e336ccef2531",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "T-1 c median Q:  0.794117356504681\n",
      "T-1 c mean   Q:  40.32118372574773\n",
      "Percent higher than Earth:  13.542535604325604\n",
      "Percent higher than Io:  1.9580483217812021\n",
      "Percent lower than 1kmyr:  52.55486630367191\n",
      "T-1 c median mantle water:  0.4224601941081369\n",
      "T-1 c mean   mantle water:  0.4457696885005998\n",
      "Max water outgassing:  12.35051419930998\n",
      "Max water outgassing:  11.715997470393683\n",
      "Max water outgassing:  3.368491285252599\n",
      "Max water outgassing:  6.141731811037869\n",
      "Max water outgassing:  9.250183984866029\n",
      "Max water outgassing:  11.728494496633681\n",
      "Max water outgassing:  2.851067217850282\n",
      "Percent CO2 rate higher than 1e12:  2.0444997194121304\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x1000 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the figure\n",
    "fig, ax = plt.subplots(4, 2)\n",
    "fig.set_size_inches(8,10)\n",
    "ax = ax.flatten()\n",
    "\n",
    "plt.rcParams['xtick.labelsize'] = 11\n",
    "plt.rcParams['ytick.labelsize'] = 11\n",
    "\n",
    "fig.suptitle(\"TRAPPIST-1 posterior distributions in all plausible scenarios\", fontsize=18, fontweight='bold', y=0.93)\n",
    "\n",
    "max_Qs = [8500, 5840, 1230, 2159, 2130, 2344, 1230]\n",
    "planet_labels = ['b','c','d','e','f','g','h']\n",
    "var_names = [\"Q\",\"skip\",\"m_H2O_mantle\",\"H2O_flux\",\"H2_flux\",\"CH4_flux\",\"CO_flux\",\"CO2_flux\"]\n",
    "plot_names = [\"Magma emplacement rate: $Q$ (km$^3$ yr$^{-1}$)\",\n",
    "              \"skip\",\n",
    "              \"Mantle water content: $m^{mantle}_{H_2O}$ (wt%)\",\n",
    "              \"H$_2$O outgassing rate: $F_{H_2O}$ (kg yr$^{-1}$)\",\n",
    "              \"H$_2$ outgassing rate: $F_{H_2}$ (kg yr$^{-1}$)\",\n",
    "              \"CH$_4$ outgassing rate: $F_{CH_4}$ (kg yr$^{-1}$)\",\n",
    "              \"CO outgassing rate: $F_{CO}$ (kg yr$^{-1}$)\",\n",
    "              \"CO$_2$ outgassing rate: $F_{CO_2}$ (kg yr$^{-1}$)\"]\n",
    "\n",
    "lw = 1\n",
    "al = 0.8\n",
    "dent = True\n",
    "binnum = 100\n",
    "\n",
    "l_fs = 14\n",
    "ss_fs = 12\n",
    "\n",
    "for i in range(len(var_names)):\n",
    "    \n",
    "    var_name = var_names[i]\n",
    "    if var_name ==\"skip\":\n",
    "        continue\n",
    "    \n",
    "    plot_name = plot_names[i]\n",
    "    #ax[i].grid()\n",
    "    ax[i].minorticks_on()\n",
    "    ax[i].set_xlabel(plot_name,fontsize = l_fs)\n",
    "    \n",
    "    # loop through the planets\n",
    "    for j in range(7):\n",
    "        df = t1_dfs_filtered_1wt[j]\n",
    "        var = df[var_name].to_numpy()\n",
    "        \n",
    "        match var_name:\n",
    "            case \"m_H2O_mantle\":\n",
    "                ax[i].hist(var*100,label=planet_labels[j],bins=np.linspace(0.01,1,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 1:\n",
    "                    print(\"T-1 c median mantle water: \",np.median(var)*100)\n",
    "                    print(\"T-1 c mean   mantle water: \",np.mean(var)*100)\n",
    "                \n",
    "                if j == 0:\n",
    "                    x_start = 0.049\n",
    "                    x_end = 0.24\n",
    "                    ax[i].axvspan(x_start, x_end, facecolor=col_earth, alpha=0.2, edgecolor='none')\n",
    "                    ax[i].text(0.07, 2.05, 'Earth', color=col_earth, fontsize=ss_fs)\n",
    "                    ax[i].set_ylim((0,2.0))\n",
    "                    ax[i].set_yticks((0,0.5,1.0,1.5,2.0))\n",
    "                \n",
    "            case \"Q\":\n",
    "                ax[i].hist(np.log10(var.astype(float)),label=planet_labels[j],\n",
    "                           bins=np.linspace(np.log10(0.01),np.log10(max_Qs[j]),binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "\n",
    "                if j == 1:\n",
    "                    print(\"T-1 c median Q: \",np.median(var))\n",
    "                    print(\"T-1 c mean   Q: \",np.mean(var))\n",
    "                    \n",
    "                    higher_than_earth = var > 30\n",
    "                    higher_than_io = var > 413\n",
    "                    lower_than_1kmyr = var < 1\n",
    "                    \n",
    "                    print(\"Percent higher than Earth: \",100*sum(higher_than_earth)/len(var))\n",
    "                    print(\"Percent higher than Io: \",100*sum(higher_than_io)/len(var))\n",
    "                    print(\"Percent lower than 1kmyr: \",100*sum(lower_than_1kmyr)/len(var))\n",
    "                \n",
    "                \n",
    "                if j == 0:\n",
    "                    t_height = 0.41\n",
    "                    ax[i].text(np.log10(30-20), t_height, 'Earth', color=col_earth, fontsize=ss_fs)\n",
    "                    ax[i].text(np.log10(0.06 - 0.03), t_height, 'Mars', color=col_mars, fontsize=ss_fs)\n",
    "                    ax[i].text(np.log10(413 - 110), t_height, 'Io', color=col_io, fontsize=ss_fs)\n",
    "\n",
    "                    ax[i].axvline(np.log10(30), color=col_earth, linestyle='-',linewidth=3, alpha=0.2)\n",
    "                    ax[i].axvline(np.log10(0.06), color=col_mars, linestyle='-',linewidth=3, alpha=0.2)\n",
    "                    ax[i].axvline(np.log10(413), color=col_io, linestyle='-',linewidth=3, alpha=0.2)\n",
    "                    \n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.4))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3,0.4))\n",
    "            \n",
    "            case \"H2O_flux\":\n",
    "                ax[i].hist(np.log10(var[var > 0].astype(float)),bins=np.linspace(-5,15,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                print(\"Max water outgassing: \",np.max(var)*1e-12)\n",
    "                \n",
    "                # if j == 1:\n",
    "                #     print(\"T-1 c median water outgassing: \",np.median(var)*1e-11)\n",
    "                #     print(\"T-1 c mean   water outgassing: \",np.mean(var)*1e-11)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    # H2O fluxes - Catling book\n",
    "                    x_start = 1.35e12\n",
    "                    x_end = 2.07e12\n",
    "                    ax[i].axvspan(np.log10(x_start), np.log10(x_end), facecolor=col_earth, alpha=0.4,edgecolor='none')\n",
    "                    ax[i].text(np.log10(x_start*0.05), 0.41, 'Earth', color=col_earth, fontsize=ss_fs)\n",
    "                    ax[i].set_xlim((-5,15))\n",
    "                    ax[i].set_xticks((-5,0,5,10,15))\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.4))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3,0.4))\n",
    "            \n",
    "            case \"H2_flux\":\n",
    "                ax[i].hist(np.log10(var[var > 0].astype(float)),bins=np.linspace(-5,15,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    ax[i].set_xlim((-5,15))\n",
    "                    ax[i].set_xticks((-5,0,5,10,15))\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.3))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3))\n",
    "            \n",
    "            case \"CH4_flux\":\n",
    "                ax[i].hist(np.log10(var[var > 0].astype(float)),bins=np.linspace(-5,15,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    # H2O fluxes - Catling book\n",
    "                    # x_start = 1.35e12\n",
    "                    # x_end = 2.07e12\n",
    "                    # ax[i].axvspan(np.log10(x_start), np.log10(x_end), color='g', alpha=0.2)\n",
    "                    # ax[i].text(np.log10(x_start*0.4), 0.361, 'Earth', color='g', fontsize=ss_fs)\n",
    "                    ax[i].set_xlim((-5,15))\n",
    "                    ax[i].set_xticks((-5,0,5,10,15))\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.15))\n",
    "                    ax[i].set_yticks((0,0.05,0.1,0.15))\n",
    "            \n",
    "            case \"CO_flux\":\n",
    "                ax[i].hist(np.log10(var[var > 0].astype(float)),bins=np.linspace(-5,15,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    # H2O fluxes - Catling book\n",
    "                    # x_start = 1.35e12\n",
    "                    # x_end = 2.07e12\n",
    "                    # ax[i].axvspan(np.log10(x_start), np.log10(x_end), color='g', alpha=0.2)\n",
    "                    # ax[i].text(np.log10(x_start*0.4), 0.361, 'Earth', color='g', fontsize=ss_fs)\n",
    "                    ax[i].set_xlim((-5,15))\n",
    "                    ax[i].set_xticks((-5,0,5,10,15))\n",
    "                    ax[i].set_ylim((0,0.25))\n",
    "                    ax[i].set_yticks((0,0.05,0.1,0.15,0.2,0.25))\n",
    "                    \n",
    "            case \"CO2_flux\":\n",
    "                ax[i].hist(np.log10(var[var > 0].astype(float)),bins=np.linspace(-5,15,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 1:\n",
    "                    \n",
    "                    higher_1e12 = var > 1e12\n",
    "                    \n",
    "                    print(\"Percent CO2 rate higher than 1e12: \",100*sum(higher_1e12)/len(var))\n",
    "\n",
    "\n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    # CO2 fluxes - Catling book\n",
    "                    x_start = 6.5e12*44*1e-3\n",
    "                    x_end = 10.5e12*44*1e-3\n",
    "                    ax[i].axvspan(np.log10(x_start), np.log10(x_end), facecolor=col_earth, alpha=0.4, edgecolor='none')\n",
    "                    ax[i].text(np.log10(x_start*0.05), 0.305, 'Earth', color=col_earth, fontsize=ss_fs)\n",
    "                    ax[i].set_xlim((-5,15))\n",
    "                    ax[i].set_xticks((-5,0,5,10,15))\n",
    "                    ax[i].set_ylim((0,0.3))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3))\n",
    "\n",
    "    #ax[i].yaxis.set_major_formatter(ScalarFormatter(useMathText=True))\n",
    "    #ax[i].ticklabel_format(axis='y', style='sci', scilimits=(100, 1000))\n",
    "    \n",
    "\n",
    "ax[0].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "ax[2].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "ax[4].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "ax[6].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "handles, labels = ax[0].get_legend_handles_labels()  # Get handles and labels from the first axis\n",
    "ax[1].legend(handles, labels, ncol=2, columnspacing=2 , labelspacing=0.5, fontsize=l_fs, loc='lower left')\n",
    "ax[1].axis(\"off\")\n",
    "\n",
    "lw2 = 1\n",
    "ls = '-'\n",
    "al2 = 0.4\n",
    "ymn = 0\n",
    "ymx = 1\n",
    "c = ['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728', '#9467bd', '#8c564b', '#e377c2','#7f7f7f', '#bcbd22', '#17becf']\n",
    "ax[4].axvline(np.log10(phi_final[0]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[0],alpha=al2)\n",
    "ax[4].axvline(np.log10(phi_final[1]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[1],alpha=al2)\n",
    "ax[4].axvline(np.log10(phi_final[2]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[2],alpha=al2)\n",
    "ax[4].axvline(np.log10(phi_final[3]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[3],alpha=al2)\n",
    "ax[4].axvline(np.log10(phi_final[4]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[4],alpha=al2)\n",
    "ax[4].axvline(np.log10(phi_final[5]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[5],alpha=al2)\n",
    "ax[4].axvline(np.log10(phi_final[6]),ymin = ymn,ymax = ymx,linewidth=lw2,linestyle=ls,color=c[6],alpha=al2)\n",
    "\n",
    "t_height = 0.31\n",
    "ax[4].text(np.log10(0.3e12), t_height, 'Filter 1', color=c[0], fontsize=ss_fs)\n",
    "\n",
    "\n",
    "label_index = 0  # Initialize label index\n",
    "for i, axi in enumerate(ax):\n",
    "    if i == 1:  # Skip the axis that was turned off\n",
    "        continue\n",
    "    label = string.ascii_lowercase[label_index]\n",
    "    axi.text(0.97, 0.92, f\"{label}\", transform=axi.transAxes, va='center', ha='center', fontsize=14, fontweight='bold')\n",
    "    label_index += 1  # Increment only for visible axes\n",
    "\n",
    "\n",
    "plt.subplots_adjust(hspace=0.6, wspace = 0.15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aa5c8587-f2a9-4c40-869b-8cda5592e3d6",
   "metadata": {},
   "source": [
    "## Appendix Figure A1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "990d6d2e-b0f4-4a24-813d-34e83717835b",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x600 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the figure\n",
    "fig, ax = plt.subplots(2, 3)\n",
    "fig.set_size_inches(10,6)\n",
    "ax = ax.flatten()\n",
    "\n",
    "plt.rcParams['xtick.labelsize'] = 11\n",
    "plt.rcParams['ytick.labelsize'] = 11\n",
    "\n",
    "fig.suptitle(\"TRAPPIST-1 posterior distributions in all plausible scenarios\", fontsize=18, fontweight='bold', y=0.96)\n",
    "\n",
    "max_Qs = [8500, 5840, 1230, 2159, 2130, 2344, 1230]\n",
    "planet_labels = ['b','c','d','e','f','g','h']\n",
    "var_names = [\"FMQ\",\"F\",\"Pprim\",\"T\",\"x_CO2_melt\",\"Psurf\"]\n",
    "plot_names = [\"$f_{O_2}$ ($\\Delta$FMQ) \\n Oxygen fugacity of magma\",\n",
    "              \"$F$ (%) \\n Melt fraction\",\n",
    "              \"$P_{prim}$ (GPa) \\n Pressure of primary magma formation\",\n",
    "              \"$T$ (K) \\n Temperature of magma\",\n",
    "              \"$m^{melt}_{CO_2}$ \\n CO$_2$ content in magma\",\n",
    "              \"$P_{surf}$ (bar) \\n Surface pressure\"]\n",
    "\n",
    "lw = 1\n",
    "al = 0.8\n",
    "dent = True\n",
    "binnum = 100\n",
    "\n",
    "l_fs = 12\n",
    "ss_fs = 12\n",
    "\n",
    "for i in range(len(var_names)):\n",
    "    \n",
    "    var_name = var_names[i]\n",
    "    if var_name ==\"skip\":\n",
    "        continue\n",
    "    \n",
    "    plot_name = plot_names[i]\n",
    "    #ax[i].grid()\n",
    "    ax[i].minorticks_on()\n",
    "    ax[i].set_xlabel(plot_name,fontsize = l_fs)\n",
    "    \n",
    "    # loop through the planets\n",
    "    for j in range(7):\n",
    "        df = t1_dfs_filtered_1wt[j]\n",
    "        var = df[var_name].to_numpy()\n",
    "        \n",
    "        match var_name:\n",
    "            case \"F\":\n",
    "                ax[i].hist(var*100,label=planet_labels[j],bins=np.linspace(10,20,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                ax[i].set_xlim((10,20))\n",
    "                ax[i].set_xticks(np.linspace(10,20,5))\n",
    "                ax[i].set_ylim((0,0.15))\n",
    "                ax[i].set_yticks((0,0.05,0.1,0.15))\n",
    "            case \"Pprim\":\n",
    "                ax[i].hist(var,label=planet_labels[j],bins=np.linspace(1,3,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                ax[i].set_xlim((1,3))\n",
    "                ax[i].set_xticks(np.linspace(1,3,5))\n",
    "                ax[i].set_ylim((0,0.8))\n",
    "                ax[i].set_yticks((0,0.2,0.4,0.6,0.8))\n",
    "            case \"T\":\n",
    "                ax[i].hist(var,label=planet_labels[j],bins=np.linspace(873,1973,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                ax[i].set_xlim((873,1973))\n",
    "                ax[i].set_xticks((873,1000,1250,1500,1750,1973))\n",
    "                ax[i].set_ylim((0,0.0015))\n",
    "                ax[i].set_yticks((0,0.0005,0.001,0.0015))\n",
    "            case \"x_CO2_melt\":\n",
    "                ax[i].hist(np.log10(var.astype(float)),label=planet_labels[j],bins=np.linspace(-5,-2,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                ax[i].xaxis.set_major_formatter(formatter)\n",
    "                ax[i].set_xlim((-5,-2))\n",
    "                ax[i].set_xticks(np.linspace(-5,-2,4))\n",
    "                ax[i].set_ylim((0,0.6))\n",
    "                ax[i].set_yticks((0,0.2,0.4,0.6))\n",
    "            case \"FMQ\":\n",
    "                ax[i].hist(var,label=planet_labels[j],bins=np.linspace(-4,5,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                ax[i].set_xlim((-4,5))\n",
    "                ax[i].set_xticks(np.linspace(-4,5,10))\n",
    "                ax[i].set_ylim((0,0.15))\n",
    "                ax[i].set_yticks((0,0.05,0.1,0.15))\n",
    "            case \"Psurf\":\n",
    "                ax[i].hist(np.log10(var.astype(float)),label=planet_labels[j],bins=np.linspace(-3,2,binnum),density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                ax[i].xaxis.set_major_formatter(formatter)\n",
    "                ax[i].set_xlim((-3,2))\n",
    "                ax[i].set_xticks(np.linspace(-3,2,6))\n",
    "                ax[i].set_ylim((0,0.3))\n",
    "                ax[i].set_yticks((0,0.1,0.2,0.3))\n",
    "\n",
    "    ax[i].yaxis.set_major_formatter(ScalarFormatter(useMathText=True))\n",
    "    #ax[i].ticklabel_format(axis='y', style='sci', scilimits=(100, 1000))\n",
    "    \n",
    "\n",
    "ax[0].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "ax[3].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "# handles, labels = ax[0].get_legend_handles_labels()  # Get handles and labels from the first axis\n",
    "ax[0].legend(ncol=3, columnspacing=1 , labelspacing=0.5, fontsize=l_fs, loc='lower left')\n",
    "# ax[3].axis(\"off\")\n",
    "\n",
    "label_index = 0  # Initialize label index\n",
    "for i, axi in enumerate(ax):\n",
    "    label = string.ascii_lowercase[label_index]\n",
    "    axi.text(0.95, 0.9, f\"{label}\", transform=axi.transAxes, va='center', ha='center', fontsize=14, fontweight='bold')\n",
    "    label_index += 1  # Increment only for visible axes\n",
    "\n",
    "\n",
    "fig.align_ylabels()\n",
    "fig.align_xlabels()\n",
    "plt.tight_layout()\n",
    "plt.subplots_adjust(hspace=0.5, wspace = 0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fde2fcf0",
   "metadata": {},
   "source": [
    "## Appendix Figure B1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "124129ae-e331-4ca6-be83-32ca2ce8da66",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create the figure\n",
    "fig, ax = plt.subplots(3, 2)\n",
    "fig.set_size_inches(8,8)\n",
    "ax = ax.flatten()\n",
    "\n",
    "plt.rcParams['xtick.labelsize'] = 11\n",
    "plt.rcParams['ytick.labelsize'] = 11\n",
    "\n",
    "fig.suptitle(\"TRAPPIST-1 posterior distributions in all plausible scenarios\", fontsize=18, fontweight='bold', y=0.93)\n",
    "\n",
    "max_Qs = [8500, 5840, 1230, 2159, 2130, 2344, 1230]\n",
    "\n",
    "# T1 planet values\n",
    "r_earth = 6371*1e3 # m\n",
    "rp = np.array([1.116, 1.097, 0.788, 0.920, 1.045, 1.129, 0.755])*r_earth # m\n",
    "\n",
    "molar_keys = ['H2O','H2','CO2','CO','CH4']\n",
    "molar_vals = np.array([18.015,2.016,44.01,28.01,16.04]) # g/mol\n",
    "molar_masses = dict(zip(molar_keys, molar_vals))\n",
    "\n",
    "cf = 2.53e-6 # conversion factor\n",
    "\n",
    "planet_labels = ['b','c','d','e','f','g','h']\n",
    "var_names = [\"H2O_flux\",\"skip\",\"H2_flux\",\"CH4_flux\",\"CO_flux\",\"CO2_flux\"]\n",
    "plot_names = [\"H$_2$O outgassing flux: $F_{H_2O}$ (mol s$^{-1}$ m$^{-2}$)\",\n",
    "              \"skip\",\n",
    "              \"H$_2$ outgassing flux: $F_{H_2}$ (mol s$^{-1}$ m$^{-2}$)\",\n",
    "              \"CH$_4$ outgassing flux: $F_{CH_4}$ (mol s$^{-1}$ m$^{-2}$)\",\n",
    "              \"CO outgassing flux: $F_{CO}$ (mol s$^{-1}$ m$^{-2}$)\",\n",
    "              \"CO$_2$ outgassing flux: $F_{CO_2}$ (mol s$^{-1}$ m$^{-2}$)\"]\n",
    "\n",
    "lw = 1\n",
    "al = 0.8\n",
    "dent = True\n",
    "binnum = 100\n",
    "\n",
    "l_fs = 14\n",
    "ss_fs = 12\n",
    "\n",
    "for i in range(len(var_names)):\n",
    "    \n",
    "    var_name = var_names[i]\n",
    "    if var_name ==\"skip\":\n",
    "        continue\n",
    "    \n",
    "    plot_name = plot_names[i]\n",
    "    #ax[i].grid()\n",
    "    ax[i].minorticks_on()\n",
    "    ax[i].set_xlabel(plot_name,fontsize = l_fs)\n",
    "    \n",
    "    # loop through the planets\n",
    "    for j in range(7):\n",
    "        df = t1_dfs_filtered_1wt[j]\n",
    "        var = df[var_name].to_numpy()\n",
    "        r = rp[j]\n",
    "        \n",
    "        match var_name:            \n",
    "            case \"H2O_flux\":\n",
    "                \n",
    "                var_conv = var*cf*(1/molar_masses[\"H2O\"])*(1/r**2)\n",
    "                \n",
    "                \n",
    "                ax[i].hist(np.log10(var_conv[var_conv > 0].astype(float)),bins=np.linspace(-20,0,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    ax[i].set_xlim((-20,-5))\n",
    "                    ax[i].set_xticks((-20,-15,-10,-5))\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.4))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3,0.4))\n",
    "            \n",
    "            case \"H2_flux\":\n",
    "                \n",
    "                var_conv = var*cf*(1/molar_masses[\"H2\"])*(1/r**2)\n",
    "                \n",
    "                ax[i].hist(np.log10(var_conv[var_conv > 0].astype(float)),bins=np.linspace(-20,0,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    ax[i].set_xlim((-20,-5))\n",
    "                    ax[i].set_xticks((-20,-15,-10,-5))\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.3))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3))\n",
    "            \n",
    "            case \"CH4_flux\":\n",
    "                var_conv = var*cf*(1/molar_masses[\"CH4\"])*(1/r**2)\n",
    "                \n",
    "                ax[i].hist(np.log10(var_conv[var_conv > 0].astype(float)),bins=np.linspace(-20,0,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    ax[i].set_xlim((-20,-5))\n",
    "                    ax[i].set_xticks((-20,-15,-10,-5))\n",
    "                    \n",
    "                    ax[i].set_ylim((0,0.3))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3))\n",
    "            \n",
    "            case \"CO_flux\":\n",
    "                var_conv = var*cf*(1/molar_masses[\"CO\"])*(1/r**2)\n",
    "                \n",
    "                ax[i].hist(np.log10(var_conv[var_conv > 0].astype(float)),bins=np.linspace(-20,0,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    ax[i].set_xlim((-20,-5))\n",
    "                    ax[i].set_xticks((-20,-15,-10,-5))\n",
    "                    ax[i].set_ylim((0,0.25))\n",
    "                    ax[i].set_yticks((0,0.05,0.1,0.15,0.2,0.25))\n",
    "                    \n",
    "            case \"CO2_flux\":\n",
    "                var_conv = var*cf*(1/molar_masses[\"CO2\"])*(1/r**2)\n",
    "                \n",
    "                ax[i].hist(np.log10(var_conv[var_conv > 0].astype(float)),bins=np.linspace(-20,0,binnum),label=planet_labels[j],\n",
    "                           density=dent, alpha = al,histtype='step',linewidth=lw)\n",
    "                \n",
    "                if j == 0:\n",
    "                    formatter = FuncFormatter(lambda x, _: fr'$10^{{{int(x)}}}$')\n",
    "                    ax[i].xaxis.set_major_formatter(formatter)\n",
    "                    ax[i].set_xlim((-20,-5))\n",
    "                    ax[i].set_xticks((-20,-15,-10,-5))\n",
    "                    ax[i].set_ylim((0,0.3))\n",
    "                    ax[i].set_yticks((0,0.1,0.2,0.3))\n",
    "\n",
    "    #ax[i].yaxis.set_major_formatter(ScalarFormatter(useMathText=True))\n",
    "    #ax[i].ticklabel_format(axis='y', style='sci', scilimits=(100, 1000))\n",
    "    \n",
    "\n",
    "ax[0].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "ax[2].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "ax[4].set_ylabel(\"Count Density\",fontsize = l_fs)\n",
    "handles, labels = ax[0].get_legend_handles_labels()  # Get handles and labels from the first axis\n",
    "ax[1].legend(handles, labels, ncol=2, columnspacing=2 , labelspacing=0.5, fontsize=l_fs, loc='lower left')\n",
    "ax[1].axis(\"off\")\n",
    "\n",
    "label_index = 0  # Initialize label index\n",
    "for i, axi in enumerate(ax):\n",
    "    if i == 1:  # Skip the axis that was turned off\n",
    "        continue\n",
    "    label = string.ascii_lowercase[label_index]\n",
    "    axi.text(0.97, 0.92, f\"{label}\", transform=axi.transAxes, va='center', ha='center', fontsize=14, fontweight='bold')\n",
    "    label_index += 1  # Increment only for visible axes\n",
    "\n",
    "\n",
    "plt.subplots_adjust(hspace=0.6, wspace = 0.15)\n",
    "plt.show()"
   ]
  }
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