{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f20c9d68",
   "metadata": {},
   "source": [
    "# Spin Postprocessing\n",
    "Apply postprocessing to the rotation center on the surface"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "c5fdcc38",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "from pathlib import Path\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "import math\n",
    "import pandas as pd\n",
    "from scipy.signal import savgol_filter\n",
    "from scipy.signal import medfilt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe7d281a",
   "metadata": {},
   "source": [
    "Import video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "2c83ce57",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Opened: True, FPS: 59.94005994005994, Total Frames: 227.0\n"
     ]
    }
   ],
   "source": [
    "video_number = \"3\"\n",
    "# Define the relative path to the video file\n",
    "notebook_dir = Path().resolve()\n",
    "project_root = notebook_dir.parent.parent\n",
    "video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / f\"Recording_{video_number}.mp4\"\n",
    ")\n",
    "video_path = str(video_path)\n",
    "\n",
    "# Load the video\n",
    "cap = cv2.VideoCapture(video_path)\n",
    "\n",
    "# Check\n",
    "print(\n",
    "    f\"Opened: {cap.isOpened()}, FPS: {cap.get(cv2.CAP_PROP_FPS)}, Total Frames: {cap.get(cv2.CAP_PROP_FRAME_COUNT)}\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30ef146f",
   "metadata": {},
   "source": [
    "Import data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "156a5abe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   frame   x   y  radius  rotation_center_x  rotation_center_y\n",
      "0      0 NaN NaN     NaN                NaN                NaN\n",
      "1      1 NaN NaN     NaN                NaN                NaN\n",
      "2      2 NaN NaN     NaN                NaN                NaN\n",
      "3      3 NaN NaN     NaN                NaN                NaN\n",
      "4      4 NaN NaN     NaN                NaN                NaN\n"
     ]
    }
   ],
   "source": [
    "# Define the path to the CSV file\n",
    "input_data_path = (\n",
    "    project_root\n",
    "    / \"notebook\"\n",
    "    / \"spin\"\n",
    "    / \"intermediate_data\"\n",
    "    / f\"Ball_data_{video_number}.csv\"\n",
    ")\n",
    "\n",
    "# Load the CSV file into a DataFrame\n",
    "ball_df = pd.read_csv(input_data_path)\n",
    "print(ball_df.head())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8cbeca2c",
   "metadata": {},
   "source": [
    "Postprocessing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "5e8e9f23",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     rotation_center_x  rotation_center_y   distance\n",
      "32          809.979183         950.123928   0.000000\n",
      "33          832.945448         872.831232  74.034826\n",
      "38          852.368992         847.319605  34.176866\n",
      "39          895.136315         809.645220  44.618653\n",
      "40          896.098911         800.776707   4.448817\n",
      "..                 ...                ...        ...\n",
      "185        1258.645651         456.956318  56.459667\n",
      "186        1232.632618         493.531080  47.953326\n",
      "187        1269.905059         458.420481  48.354247\n",
      "188        1193.798460         474.501489  44.787908\n",
      "191        1208.280350         472.486552   5.291907\n",
      "\n",
      "[137 rows x 3 columns]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\miche\\AppData\\Local\\Temp\\ipykernel_18244\\4288155829.py:16: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  valid_data['distance'] = distances\n"
     ]
    }
   ],
   "source": [
    "# Ensure that both 'rotation_center_x' and 'rotation_center_y' columns exist and have valid values\n",
    "if \"rotation_center_x\" in ball_df.columns and \"rotation_center_y\" in ball_df.columns:\n",
    "    # Drop rows with missing values in the relevant columns\n",
    "    valid_data = ball_df.dropna(subset=[\"rotation_center_x\", \"rotation_center_y\"])\n",
    "\n",
    "    # Compute the distances between consecutive points\n",
    "    distances = np.sqrt(\n",
    "        (np.diff(valid_data[\"rotation_center_x\"] - valid_data[\"x\"]) ** 2)\n",
    "        + (np.diff(valid_data[\"rotation_center_y\"] - valid_data[\"y\"]) ** 2)\n",
    "    )\n",
    "\n",
    "    # Add 0 as the first element of distances\n",
    "    distances = np.insert(distances, 0, 0)\n",
    "\n",
    "    # Add the distances as a new column to the DataFrame\n",
    "    valid_data[\"distance\"] = distances\n",
    "\n",
    "    print(valid_data[[\"rotation_center_x\", \"rotation_center_y\", \"distance\"]])\n",
    "else:\n",
    "    print(\n",
    "        \"The required columns 'rotation_center_x' and 'rotation_center_y' are not present in the DataFrame.\"\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "4d4a7cea",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(\n",
    "    valid_data.index,\n",
    "    valid_data[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Distance\",\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Distance\")\n",
    "plt.title(\"Distances with Respect to Index\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43ccc4a4",
   "metadata": {},
   "source": [
    "Outliers removal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "d6744843",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     rotation_center_x  rotation_center_y   distance\n",
      "32          809.979183         950.123928   0.000000\n",
      "38          852.368992         847.319605  34.176866\n",
      "40          896.098911         800.776707   4.448817\n",
      "41          898.912536         797.958435   6.556981\n",
      "45          908.420444         784.882829  32.823866\n",
      "..                 ...                ...        ...\n",
      "177        1219.351380         486.146309  14.960643\n",
      "178        1221.316103         480.226700   5.323994\n",
      "179        1218.399475         506.652102  26.714075\n",
      "180        1216.201246         499.045022   9.182074\n",
      "191        1208.280350         472.486552   5.291907\n",
      "\n",
      "[113 rows x 3 columns]\n"
     ]
    }
   ],
   "source": [
    "# Calculate Q1 (25th percentile) and Q3 (75th percentile)\n",
    "Q1 = valid_data[\"distance\"].quantile(0.25)\n",
    "Q3 = valid_data[\"distance\"].quantile(0.75)\n",
    "\n",
    "# Calculate the IQR\n",
    "IQR = Q3 - Q1\n",
    "\n",
    "# Define the lower and upper bounds for outliers\n",
    "lower_bound = Q1 - 0.5 * IQR\n",
    "upper_bound = Q3 + 0.5 * IQR\n",
    "\n",
    "# Filter out the outliers\n",
    "valid_data_filtered = valid_data[\n",
    "    (valid_data[\"distance\"] >= lower_bound) & (valid_data[\"distance\"] <= upper_bound)\n",
    "]\n",
    "\n",
    "print(valid_data_filtered[[\"rotation_center_x\", \"rotation_center_y\", \"distance\"]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "50f14951",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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cisVGEjLpSDIzcamUz0OJfJe4JxsH9DLgFvQERR9//LGyPsvg02jhElHVXETci0u6PMQaJsncJFmUCHL9t4podbdcybJQHQvj9xi9BcQNWpJvBWM1lSzNkulbBulitfS0r5L4TkS5nB/B7re40kryKaOVXBL9hRIRV+LJIILK6EocbObuUG9PP7ZyzRjbTzKxR9Kt2NskmoQEiFu9lLkLtnyZbEMs002di3IsJJmgrGsUvnJuhwJpO/Fw8MeVX6zH8pDrWSbuJCGkWL0laaW3YyXtJfsvFnJxMXe3YAd77KSfk4SBIvC9rSPIxIk/17usL1Zyeci+yXblfJZM7oQQEgkYQ04IIQEgVi0RaDIQFWHtjrhUSuZwQdy2BT1rss6TTz6pnt0zmocCYwkjsSrJe7GAH3nkkQ0WKBlAG8uHiTu7WIiCRbbl7n4qg2HxJtBd4sVyLMskY7zRTV5KE0km9lAdCxmAi3u6ZBg3WtWkTJ3sY7Dfc88996jtSUkmETFGROjLeSETEpI1OxhEFInF8tVXX21YJsJDL78VKqT93a2Nzz33nN/l5MK9PWk/OV9lG8btul9D4UauccF9YkEsvvLbpAyeO5JR35+JCNmGTOjJpJg78v+yHb3/kNeSHVxHvluOTXORcnpiHRaXcF95CkRUu7evLoT161ifQHL/7bq12/3/m9OW4i4vHieSXd3dwq5/j1xL4s304IMPeox718vsyeSXTB65i3Nx4XcvS0kIIeGEFnJCCAkAGbCJhUjKXInVW+INxeVTLLDimikJm0S06bV+xXooFnUZrEo8ppS1kjJoMrAUq2soEcu3JAeT75TkRSJ2JYmZlEzTXWlFkMqEgLiMShyoWLJF9Ilbti+X7KZipyVmV8ooyW8Wa55YEaUklm45FZElLuxS/kiOgyRc0sueifX+pptuCskxkN8p5aPEKie/UdzzxaIo7vlSbk3KyQWDuPhL2TJJ0CfJ0qSNRYCvWLFCiWgRB5KEK5A4ZyNyPkhdZbHSiVVc4uo/++wzFYMbSNhDU4gFX1x5xbVc4nBFGEpb6WXRor09vd68uA3LtkWUSpkqOZel7F6kkDwIgpQ1E4En4lLc8OXclUkX2T/JwSBltuTcFsuqXPtyPst14Atx35a2ld8n55F8V1lZGRYvXqys1jJBJr9VXKnFEi/lxmSZHF8JAQk01l/CVER4ipiXBGlSmk2+X9pMQkx8xUtLXyXXjpQ0k75PrnU530Xw6hOO4ikg+yal68Q7Jy8vT/WJ8pDrRvJLiDAuKChQ4SwygRUs0k/dfffdakJEQmSkzJp4+khfIxOA0i6ybzKJcf755ysvHWk3Oa+klJn0h3JMZaJSvIdkolImSGT/xZVdjof0S/I/hBASMSKSy50QQmIMKVkk5XO6du2qyjRlZ2fbDzvsMFViqrKysmG9mpoa+3333Wfv1q2bPTk52d6pUyf7nXfe6bKOXiJJSj25I920ezkxvUyTsVyPlIOSUkpr1qxRJb8yMjLsbdu2VeWE3MsDvf766/ZevXrZU1NT7X379lWljryV0vJWysxY5qiqqsp+2223qRJKchxkP+T1Cy+80Oj/3n//fVW+TL5bSoSde+659s2bN7uso/8WdzztozekzJn8NjnmchyuuuoqVebI0/aaKntmREo1Sdm7Vq1aqW137txZnQfr169vtK633+Gp7Jkg+3HOOeeoYyjlmS666CL7Tz/9pPbxvffea7Tf/rSVfIexVJgcg4svvljtf1ZWlv3YY4+1r1ixotF6/pY983d7ejkt9/JZnr5Hzle5Ztq3b69K/o0ePdq+ZMmSRtv0hq/z1t+yZ1JeTEoItm7d2m6z2Rod71deeUWV4JP9k/YaNGiQ/fbbb7dv3bq1yWtaL80l/UDPnj1V/yHH79BDD7U//vjjqkSgzp49e+znn3++PScnR50T8nrRokUBlT3TH3K+yu8ZOXKk/YEHHlAl5txxL3v2+++/288++2x1nss1K6ULTzzxRPuvv/7q8n9SrlGOh/wWY98g17aUKJMyZLL/p59+ujpG7mXSvF2L7vujI+UL9X5EyrZJe3777beNfr+cj/K9aWlp9h49eqhrSt/33bt3q/NE+gm5TmW9YcOG2T/44AOfx5UQQkKNTf5ETv4TQggJB2JpE+uaxJuS2EFCCcQ6KVnoxbJHCCGEkNiCMeSEEEKICXCPTdfjhcUFV1xvCSGEEBJ7MIacEEIIMQFSQkxEuWTvl6RSEi8seQkkOVWwGb0JIYQQYm4oyAkhhBATIOXgJAneF198oZJwSQIrsZBfe+210d41QgghhIQJxpATQgghhBBCCCFRgDHkhBBCCCGEEEJIFKAgJ4QQQgghhBBCokDMx5DX19dj69atyM7Ohs1mi/buEEIIIYQQQgiJcex2O0pKStChQwckJCTEryAXMd6pU6do7wYhhBBCCCGEkDhj06ZN6NixY/wKcrGM6wdCarmS5lNTU4NvvvkGxxxzDJKTk6O9O8QLbCdrwHayDmwra8B2sgZsJ+vAtrIGbCfzUVxcrAzDuh6NW0Guu6mLGKcgD90Fn5GRoY4nL3jzwnayBmwn68C2sgZsJ2vAdrIObCtrwHYyL02FTTOpGyGEEEIIIYQQEgUoyAkhhBBCCCGEkChAQU4IIYQQQgghhESBmI8hJ4QQQgghhJi7PFRtbS3q6uqivSuWjiFPSkpCZWUlj2OESExMVMe8uaW1KcgJIYQQQgghUaG6uhrbtm1DeXl5tHfF8pMa7dq1U5WlmisQif9IIr327dsjJSUFwUJBTgghhBBCCIk49fX1WLdunbI0dujQQYkaisngj2VpaSmysrKQkMCo5EhMgMhk0q5du9Q53KtXr6CPOwU5IYQQQgghJOKIoBEhKbWaxdJIgkeOoxzPtLQ0CvIIkZ6erkrMbdiwoeHYBwNbixBCCCGEEBI1KCBJPJ+7PPsJIYQQQgghhJAoQEFOCCGEEEIIIYREAQpyQgghhBBCiKWRSl8zZwLvvqs9m73y1/r161UCuz/++MPv/3njjTfQokWLqO9HJLYVT1CQE0IIIYQQQizLtGlA167AmDHAOedoz/JelocTKTF2ySWXNGSI79KlC2644Qbs2bOnyf+VRHZS7m3gwIF+f9+ZZ56Jv//+G5Fm9OjRSmjLIzU1FQUFBTjppJMwze0AB/KbKN6dUJATQgghhBBCLIlowtNOAzZvdl2+ZYu2PFyifO3atTjwwAOxatUqvPvuu1i9ejVeeuklfP/99zjkkEOwd+9er/8rGbml1JvUDU9KSgooq3ebNm0QDS6//HIlttesWYOPP/4Y/fv3x1lnnYUrrriiYZ1gfhOhIDctVnO7IYQQQgghpLnY7UBZmX+P4mLg+uu1//G0HeGGG7T1/Nmep+1445prrlFW8W+++QajRo1C586dcfzxx+O7777Dli1bcPfddzes27VrV0yZMgUXXHABcnJylIj1ZCH+7LPPVD1rKZ81ZswY/Oc//1HrFBYWenRZnzRpEvbbbz/897//Rffu3dU+nH322SgpKWlY5+uvv8bhhx+u/i8/Px8nnniiEtWBImXpRGx37NgRw4cPxyOPPIKXX34Zr776qvrNgvtv2rdvH84991y0bt1aTSbIb5s6dar6rFu3bup5//33V/8jVnhh4cKFOProo9GqVSvk5uaqY/v777+77Ius/9prr+GUU05R+yXblWNnZOnSpeq3yvHOzs7GiBEjXH63/H+/fv3Use7bty9eeOEFlwmTa6+9Fu3bt1efi+fDQw89hHBBQW5CouV2QwghhBBCSDQpLweysvx75OZqlnBviMAWy7ms58/25Lv9QazfM2bMwNVXX62EphERrSJC33//fdgNCv/xxx/HkCFDsGjRIkyYMKHRNtetW4fTTjsNJ598Mv7880/83//9n4uo94aIzE8//VQJ0vfeew+zZ8/Gww8/3PB5WVkZbr75Zvz666/Kei9lukTISt3y5nLhhReiZcuWjVzXdeR3Llu2DF999RWWL1+OF198UQlt4ZdfflHP3333nbK869uQyQTZ7ty5czF//nwltseOHesyySDcd999OOOMM/DXX3+pz+WY614JMiEycuRI5V7/ww8/4LffflOhBbW1terzt99+GxMnTsQDDzyg9uvBBx9U+yoTIMKzzz6rjucHH3yAlStXqvVlUiVc0J/ApG437jN0utvNRx8Bp54arb0jhBBCCCEkvhE3dRHbYmH1hCwX6/CuXbsaXMyPOOII3HLLLQ3riDXZiFib+/Tpg8cee0y9l9dLlixRotEXIqzFcp6Zmaks5Oedd54S3vr/jR8/3mX9f//738piLUI5kPh1T4i47927d6PforNx40ZlARfXfsEoamUfhPz8fDWJoSPHycgrr7yirPuzZs1SFm+diy66SHkDCCKoRUSLyD/uuOPw/PPPK+u6TFAkJyerdWQ/de6991488cQTONUhqsRaL8dD2kAmA2S/ZSJAPAvEGi8W8nBCC7mJELd0cavx5XZz4410XyeEEEIIIbFJRgZQWurfY/p0/7Yp6/mzPfnuQDBawJtCF6XeEEvsQQcd5LLs4IMPbnK7InLFJVtH3Kx37tzpMnkgwlVc2sV9WxfFIjpDgRwDEa2euOqqq5QoFrf622+/HT///HOT29uxY4eKVxdBLKJa9rm0tLTR/g4ePLjhtUxGyHr67xaXeXFR18W4EfEYEK+CSy+9FFlZWQ2P+++/v8GlXcS+bEMmRa6//noVlhBOaCE3EXPmNE5IYUSu+U2btPUcYRaEEEIIIYTEDKLtMjP9W/eYY4COHTVPUk/aWLYln8t6iYmh28eePXsqESruzuL+7Y4sF1du3Qqsi8Zw4C46Zb+M7uiSDV0svBLrLdng5TOxjEucdHOpq6tTgt99IkFHYuo3bNiA6dOn49tvv8WRRx6pYu/Ffd8bF154ocpS/8wzz6j9FrdzSZLnvr++frd7GIEREfeCHI9hw4a5fCZJ6YQDDjhAhRCIq7241Itr/FFHHYWPxFU5DNBCbiK2bQvteoQQQgghhMQqop+eeUZ77W6k1d8//XRoxbjuZi2JxyQRWEVFhctn27dvVzHHUqLMm+XYE2KNlThvI5LgrDmIsBXL+z333KPEsO5KHyok5lq25+4Wb0QmJURkv/XWW3j66aeVC7ogCfF0UW/kp59+UlZpiQsfMGCAEuS7d+9GIIj1fM6cOaipqWn0Wdu2bdXEhGTJl4kV40NPNCeIxV3aUIS75AOQzPK+Muc3BwpyE9G+fWjXI4QQQgghJJaRMGAxXBYUuC4Xy3g4cy/961//QlVVFY499liVSE1qkktGcxHqUqe7qdhvdySJ24oVK/DPf/5T1RqXhGISGy4EIuyNiJVeJg9EBEtZNklwJgnegqG8vFxNNmzevFklW5P9vPLKK5VbumSE94QkTvvf//6nvluynn/xxRcNcfcSWy+W7K+//lq5qRcVFanl4qouWePFy2DBggUqWZsvi7cnJEN6cXGxKssmkxxixZdtyuSEnhBOsqZL3Lkc68WLF6vs708++aT6XJ6llJ20h3z+4Ycfqjh3Y4b7UEJBbiJGjNA6D2/XnCzv1ElbjxBCCCGEEKKJbskr9uOPwDvvaM/r1oU3EbIIRxF7EpstLs09evRQ5cxEnM6bNw95eXkBbU+ss+ISLdnGxcIrGcn1LOtiJQ426ZrEcEuWcXFTv+mmmxqSxgWKWIolPl1+pyRDkyRoYjk2lgtzR6zgd955p/o9kvVcXMJlfwSpVS6C+OWXX1YW63Hjxqnlr7/+urK6i9v4+eefr6zlgdZel0kImXwQ93QpmzZ06FC1/7qb+2WXXabKnokIHzRokFpHJj90C7nE5D/66KMq7l/c8SVpnbjdy/EMBzZ7INkILIjMjkhCAJl1EdcDq2RZF4wto4t0M2RZF/cPOSnFlcRTsgRiDthO1oDtZB3YVtaA7WQN2E7WIZxtVVlZqWJ1RQhJvWfiiljZX3rpJWV9bwqJnxbdI3onXMKRBHYO+6tD2VoWcbsRN3UziHFCCCGEEEJI6BFrs8SNS3yzuFiLNVvir0lswyzrJkREt3htnHACMGOGtuyDD4DDDov2nhFCCCGEEELCgcQ6S/ktSR4mNcWlbrm4fJPYhoLcpEg2SEOlBFXOgRBCCCGEEBKbPPXUU+pB4gu6rJsYYxWAjRujuSeEEEIIIYQQQkINBbmJoSAnhBBCCCGEkNiFgtzE1NY6X2/YEM09IYQQQgghhBASaijITQwt5IQQQgghhBASu1CQmxgKckIIIYQQQgiJXSjILSLI9+4FSkujuTeEEEIIIYQQQkIJBblFYsiFTZuitSeEEEIIIYQQfxg9ejRuvPHGhvddu3bF008/DTNhs9nw6aefmm5b8QgFuUUs5ALd1gkhhBBCCDEwaRIwZYrnz2S5fB4GLrroIiVE3R+rV6/GtGnTMMXbPllEwBp/X3JyMtq2bYujjz4a//73v1FfX++y7rZt23D88cf7tV0r/PZIQ0FuYijICSGEEEII8UFiIjBxYmNRLu9luXweJo477jglRo2Pbt26IS8vD9nZ2Qg3NTU1Yd2+/vvWr1+Pr776CmPGjMENN9yAE088EbUGV9527dohNTU1rPsSy1CQW0CQt2mjPVOQE0IIIYSQuKCszPujstK53oQJwD33aOJbXsvn8izvZfmtt/q33SAQESpi1PhITExs5LJuRNzXhVNOOUVZi/X3wv/+9z8ccMABSEtLQ/fu3XHfffe5CF9Z/8UXX8Q//vEPZGZm4oEHHmj4vwMPPFB9f8+ePRv936pVqzBy5Ei13f79++Pbb78N6PcVFBSo/brrrrvUd4k4f+ONNzxavaurq3Httdeiffv26vu6dOmChx56yOdvX7NmDcaNG6es8FlZWTjooIPw3XffNTpuDz74IC655BI12dG5c2e88sorLuts3rwZZ599tpoQkeMjx2TBggV+HV+73Y5Jkyap7crv7tChA66//npEgqSIfAsJCv066t4d2LmTgpwQQgghhMQJWVnePxs7FvjyS+f7J5/Unu+/X3voyOs5c4CZM53LRATu3t14m3Y7IsHChQvRpk0bTJ06VVmgRcALc+bMwQUXXIBnn30WI0aMUCL1iiuuUJ/de++9Df8vovHhhx9WMelJSUkN/yfv999/f+zYsQNXXnllw/+Je/mpp56qxK6I06KiIq+TBf5wxBFHYMiQIcot/7LLLmv0uez/Z599hg8++ECJ202bNqmHr99eWlqKsWPHqgkGEcNvvvkmTjrpJKxcuVJtQ+eJJ55QoQAyMfDRRx/hqquuwqhRo9CnTx+1DXktkwfy/TKR8Pvvvze41zd1fD/++GM89dRTeO+99zBgwABs374df/75JyIBBbkFLOQiyOfPpyAnhBBCCCHELHzxxRfKoqsjcdQffvihz/9p3bq1em7RooUSjTpirb3jjjtw4YUXqvdiwRXxefvtt7sI8nPOOQcXX3xxw3uxGOv/V1xcjMGDB7v8n1iaV6xYgRkzZiirryCWZn9jvj3Rt29f/PXXXx4/27hxI3r16oXDDz9cWcHFQt7Ubx8yZIh66Mj+f/LJJ0pYi7VdR0T71VdfrV7/85//VAL6xx9/VIL8nXfewa5du5ToFwu5IN4C/h5f2W/Zp6OOOkrFzMtEwMEHH4yYd1kX1wNPyRCuueYa9XllZaV6nZ+fr0728ePHq1mfeBPk3bppzxs2RHV3CCGEEEIIiQxS79fb4+OPXdcVV1JxTxdSUrRneS/rfvWV67rr13veZhBITPUff/zR8BDra7CINXby5MlK8+iPyy+/XMVwl5eXN6wnbtie/i8nJwcdO3ZUz8b/W758OTp16tQgxoVDDjkEzUHcu0WzeUsGJ8dCRLK4fH/zzTdNbq+0tBS33nor+vXrp8S6/HbZbxHJRmSyQUe+XwT0Tml7QH2neAjoYjzQ43v66aejoqJCCXVZLhMCRrf/mLWQywxGnSFz2ZIlS1T2Pjkgwk033YQvv/xSzTTl5uaqGRJxufjpp58Qj4J882ZtWRhzUxBCCCGEEBJ9MjP9X1dc1sU9ffJkLX5cT+gm4lzeB7vdJncx08UK2xxElIoVV7SOOxLzbPxOT/938sknq9ciNBMSEhr9XygRsSzJ6zwhMdrr1q1TceZinT/jjDOU1VlczL1x6623qrj2xx9/XB3P9PR0nHbaaSoe3YhYro2IKNdd0uV/mnN8ZdJCXORln2VfxBL/2GOPYdasWY2+N6YEue62oCPxED169FD+/xLf8Prrryv3A4lVECTeQGZO5s+fj+HDhyPW0SdlOnXSRLgkUhQHAcMEFyGEEEIIIfGLLr51MS7oz7Lc+N4kiMAzGiV1ISuCMFCBb/w/cVkXC7kuyAXRThLDLZZgSbQmiJYKlh9++AGLFy9WhlNvyD6ceeaZ6iHCWuLF9+7dq6zXnn77Tz/9pCzrkuxNF8+S2T0QxHr+2muvNXyPO/4cXxH1ErsuD/HSFtd8+a3yv3ERQy4zIG+99RZuvvlmNdvx22+/qVT+MqOiIwdF/PnnzZvnVZBXVVWph46cmIJsK9ylAUJNba00jw2JibUoKEjExo02rF1bi9atI5N0whv6cbTa8Yw32E7WgO1kHdhW1oDtZA3YTtYhnG0l2xT3Z7Fyute29hdbbS3s990H3H03YNyGvBfXavk8yG37QvZb33dvnxs/M76XsF2xxIrruCQxa9myJe655x6VPV0stRKmK6Ja3KyXLl3qUtPc/Vjp/yfu6iJ8JQO5xHfr/yeGzd69e6uEZo8++qjSRnfLsfGwLff9l/DhrVu3KgEtYcMShy4G1BNOOAHnnXeey//q25K4bnElF/dx+Q2S3E3ei0iXzz399p49e6okcbJd0YETJ05U6/o6hu7LRPxLbLx4CkhyOJl8WLRokXLVl+9q6vhK1nj5ncOGDUNGRgb++9//KoEu6/s6N/X9lHNZT1Kn4+81YxpBLqnyCwsL1eyIIJntUlJSVByBEckQKJ95Q9LqizuCOxK/IAfXSpSUHCkpJvHLL/OQmdkfQD7+979F2LNnK8yAvyUTSHRhO1kDtpN1YFtZA7aTNWA7xXdbSZZwEWtiEXV3T/Yb3VLrMMK5oJet8vRZMxGxJTHGuvHPiCyX36N/JqJNxK3+XrSKCESx6IpwFAEtolEyfItoloccGxHS559/vst3SJyz8b3x/8TF2tP//ec//8F1112nDJpi3BRRLZZr9225/z4R4JK1XLYpmmzgwIHqf6W0WJlbqTh9W7LuI488grVr1yrRK9bl999/X7Wxt99+3333qdBkSQQn1m2pdb5v3z6fx1AQAS2GWH2ZhDlPmDBBCXv5TOLY5ZjI500dX5kckEz1t9xyi/ouKQ/37rvvKou+t2MkyD7Kb589e3ajmHNj7L8vbHaR9Cbg2GOPVQL8888/V+/FVV0yCBqt3YJku5MECtLQ/lrIZWZj9+7dambGSvTtm4S1a22YPbsWL7yQgPfeS8DDD9fh5ptDP8sXCHKBSqcs8f7hjqkgwcN2sgZsJ+vAtrIGbCdrwHayDuFsKxFY4k4tVtNwxTvHCyLpSkpKlIXcW8I1EnrkHBb3etGb7uew6NBWrVqpUGxfOtQUFvINGzYo1wVxVdCR2TKZcRCrudFKLu4SxjT57sjshjzckQ7Eah2+Hl6RlpakSiYKW7YkIjnZHFndrHhM4xG2kzVgO1kHtpU1YDtZA7ZTfLeVWDFFPIol1Rj3TAJHd6vWjyeJDHKs5Zh7uj78vV5M0VqSrE2KxIt7gc7QoUPVj/j+++8blkkgvqS/b26qfqugez1IOELnztpr1iInhBBCCCGEkNggyQyzOSLIpUi7+PLrSJmzSy+9VCV5k1gCMfNL7IOI8XjIsG60kFOQE0IIIYQQQkjsEXVBLq7qYvW+5JJLGn0mWfrEDUAy4UlcuMSZv/DCC4gXKMgJIYQQQgghJHaJuiA/5phjVBICT0hg/PPPP68e8YguyMVxQK89vmcPIEkNMzOjumuEEEIIIYSEBJPkmCYkKueuKWLISdMx5JKYLzdXe08rOSGEEEIIsTp60it/y0MRYjb0c7c5CQ+jbiEn/rmsC+K2vnixJsj79YvqrhFCCCGEENIsEhMTVTWlnTt3qvcZGRks2dWMvFxSoUrKcDHLemQs4yLG5dyVc1jO5WChILeoICeEEEIIIcTq6OWMdVFOgheIFRUVSE9P56RGBBEx7qsktz9QkFskhlxgYjdCCCGEEBJLiHhs3769KoFcU1MT7d2xLHLsZs+ejZEjR4a8XjzxjBzn5ljGdSjILRJDLlCQE0IIIYSQWESETSjETbwix662tlYlxaYgtxYMMDApkrBPT9pHQU4IIYQQQgghsQcFucnd1QUKckIIIYQQQgiJPSjILSDI3WPIN22STIrR2S9CCCGEEEIIIaGBgtzk8eNGC3mHDtpryXexY0fUdo0QQgghhBBCSAigILeQy7pYygsKtNcbNkRnvwghhBBCCCGEhAYKcgsJcoFx5IQQQgghhBASG1CQmxQKckIIIYQQQgiJbSjITR5DbrMBCYZWoiAnhBBCCCGEkNiAgtzkFnKjdVygICeEEEIIIYSQ2ICC3KRQkBNCCCGEEEJIbENBblIoyAkhhBBCCCEktqEgN3kMuZQ68yTI9+wBysoiv1+EEEIIIYQQQkIDBbnFLOS5uUBOjvZ606bI7xchhBBCCCGEkNBAQW4xQS7QbZ0QQgghhBBCrA8FuQUFeZcu2vOGDZHdJ0IIIYQQQgghoYOC3GIx5AIt5IQQQgghhBBifSjITQpd1gkhhBBCCCEktqEgNykU5IQQQgghhBAS21CQmxQKckIIIYQQQgiJbSjILRxDLmXP6usju1+EEEIIIYQQQkIDBbkFLeQdOgAJCUBNDbBjR8R3jRBCCCGEEEJICKAgt6AgF6t5QYH2mm7rhBBCCCGEEGJNKMgtKMgFxpETQgghhBBCiLWhIDe5IPcUQ24U5Bs2RG6fCCGEEEIIIYSEDgpykyd182Yh79JFe6aFnBBCCCGEEEKsCQW5SaHLOiGEEEIIIYTENhTkJoWCnBBCCCGEEEJiGwpyi8eQU5ATQgghhBBCiDWhILdoDLkuyPfsAcrKIrdfhBBCCCGEEEJCAwW5RV3Wc3OBnBzt9aZNkdsvQgghhBBCCCGhgYLcooJcoNs6IYQQQgghhFgXCnKLxpALFOSEEEIIIYQQYl0oyC0aQy5QkBNCCCGEEEKIdaEgjwGX9Q0bIrNPhBBCCCGEEEJCBwW5SWEMOSGEEEIIIYTENhTkFo4h79JFe6YgJ4QQQgghhBDrQUEeAzHkUvasvj4y+0UIIYQQQgghJDRQkFvYZb1DByAhAaipAXbsiNiuEUIIIYQQQggJARTkFhbk4s5eUKC9pts6IYQQQgghhFgLCnILx5ALTOxGCCGEEEIIIdYk6oJ8y5YtOO+885Cfn4/09HQMGjQIv/76a8PndrsdEydORPv27dXnRx11FFatWoVYx58YcoGCnBBCCCGEEEKsSVQF+b59+3DYYYchOTkZX331FZYtW4YnnngCLVu2bFjn0UcfxbPPPouXXnoJCxYsQGZmJo499lhUVlYi3l3WBQpyQgghhBBCCLEmTThEh5dHHnkEnTp1wtSpUxuWdevWzcU6/vTTT+Oee+7BuHHj1LI333wTbdu2xaeffoqzzjoLsQoFOSGEEEIIIYTENlEV5J999pmydp9++umYNWsWCgoKcPXVV+Pyyy9Xn69btw7bt29Xbuo6ubm5GDZsGObNm+dRkFdVVamHTnFxsXquqalRD6tQUyPOC6LG61BT472mWYcONtWM69fbUVNTG6F9046jlY5nPMJ2sgZsJ+vAtrIGbCdrwHayDmwra8B2Mh/+toXNLmboKJGWlqaeb775ZiXKFy5ciBtuuEG5p1944YX4+eeflUv71q1bVQy5zhlnnAGbzYb333+/0TYnTZqE++67r9Hyd955BxkZGbAKr702EF980QPjx/+N889f7nW99etzcOONY5CdXYX//vfriO4jIYQQQgghhJDGlJeX45xzzkFRURFycnJgSgt5fX09DjzwQDz44IPq/f77748lS5Y0CPJguPPOO5XAN1rIxS3+mGOO8XkgzMY332jh/b1798DYsU43fneKioAbbwRKSlIxatRYZGZGZrbn22+/xdFHH63i/4k5YTtZA7aTdWBbWQO2kzVgO1kHtpU1YDuZD91TuymiKsjF6t2/f3+XZf369cPHH3+sXrdr104979ixw8VCLu/3228/j9tMTU1VD3fkxLTSyan7LaSkJCI52XsgeatWgMwzSHtv356Mvn0jt49WO6bxCtvJGrCdrAPbyhqwnawB28k6sK2sAdvJPPjbDlHNsi7u6CtXrnRZ9vfff6NLly4NCd5ElH///fcuMw2Sbf2QQw5BLONvUjeBid0IIYQQQgghodQiM2cC776rPevahISeqArym266CfPnz1cu66tXr1Zx3q+88gquueYa9bnEid944424//77VQK4xYsX44ILLkCHDh1w8sknIx7qkCf54cNAQU4IIYQQQggJBdOmAV27AmPGAOecoz3Le1lOQk9UXdYPOuggfPLJJyrue/LkycoiLmXOzj333IZ1br/9dpSVleGKK65AYWEhDj/8cHz99dcNCeFiFVrICSGEEEIIIZFERPdppznDZ3W2bNGWf/QRcOqp0dq72CSqglw48cQT1cMbYiUXsS6PeIKCnBBCCCGEEBIJ3TFnjia6b7qpsRgXZJnNpiWTHjfOP41CLCLIiWcoyAkhhBBCCCHhtojfcAOweXPT64oo37RJE++jR0di7+IDCnKTC3LGkBNCCCGEEEIi5Z7eFNu2hWuP4pOoJnUjTSd1C8RCLjNW9fXh3S9CCCGEEEKI9Y1/YhkPVIwLhmrUJARQkMeAy3qHDkBCAlBdLTXaw75rhBBCCCGEEAsjbuf+uKkbkRjyTp2AESPCtVfxCQV5DAhyqTlfUKC9pts6IYQQQgghJBxu508/zYRuoYaCPAZiyAXGkRNCCCGEEEKa0hgzZwLLlgX+v6efzpJn4YCCPAZiyAUKckIIIYQQQoivJG5duwJjxgD339/0+q1bA2+9BUyYoL2fPVsLkSWhhYI8BlzWBQpyQgghhBBCiK+M6v7EjUusuDxeegk491xNkEsit+3bgY8/jsTexhcU5CaFgpwQQgghhBAS6YzqHTsCH33kdE+XfFVXXqm9fu45zeX93Xe1Z12zkOChIDcpjCEnhBBCCCGERCqj+j33AD/+CKxb1zhW/IorNEPhvHmay/s552jP4gIv1ncSPBTkJoUx5IQQQgghhJBIZVTv3x8YPdqz/vj5Z8/W8C1bNFd4ivLgoSCPMZf13buB8vLw7RchhBBCCCHEOkj8d3PW013ePaG7wd94I93Xg4WCPEYEeW4ukJ2tvaaVnBBCCCGEECKMGKHFhUuiNk/I8k6dtPWCcXkXUb5pk7YeCRwK8hiJIZcLiW7rhBBCCCGEECNi4HvmGc+f6SL96ae9GwL9dXn3dz3iCgV5jMSQC126aM8U5IQQT5N8zIpKCCGExCeSpO1f/2o6o3o4XN6Jb/y0vxKzu6wLtJATQjwhiVYk9svobiY3YJkt93UDJoQQQkjs0LKl9ty3LzBxoiagxU29Kb2hu7xLAjdPpdPEyi6fe3N5J76hhdykUJATQkIlxiX7qXvsF7OiEkIIIfHFwoXa81FHAWef7T2jui+Xd/c4dH9c3olvKMhjJIZcoCAnhHjKiuppNptZUQkhhJD44pdftOeDDgr8f8WjTlzbCwoCd3knvqEgj6EYcgpyQogRZkUlhBBCiK4tfv9de33wwcFtQ0T3+vXAwIHa+3vvBdatoxhvLhTkMeiyLgPs+vrw7BchxDowKyohhBBChKVLgYoKICcH6N07+O2INhkwwFl2mW7qzYeCPIYEeYcOQEICUF0N7NwZtl0jhFgEZkUlhBBCiDF+/MADNb3QHMRNXfDlhUf8h4I8hgR5crImygW6rRNC9Kyo7glYdGR5p07MikoIIYTEiyAPJn7cHRk76F65pPlQkJs8hjyQpG5Gt/UNG0K/T4QQa8GsqIQQQggxJnQLNn7cCC3koYWCPIYs5AITuxFCPGVFbdPGdTmzohJCCCHxgcSOL14cOgs5BXlooSA3KRTkhJBQIaL700+d75kVlRBCCIkfFi3StEW7dk4x3Rz0bWzdytKpoYCCPMYEeZcu2jMFOSHEUxiMHvtFN3VCCCEk/uLHveWVCQQR9jKOEL2yY0fztxfvUJDHaAw5BTkhxEhVlfN1cXE094QQQgghVo0fF0SM64mkmdit+VCQmxS6rBNCQgkFOSGEEBKfhDLDug7jyEMHBbkJsdu1R3ME+e7dQHl56PeNEGJ9QV5SEs09IYQQQkik2LcPWLVKe01Bbk4oyE2IMTlCoII8NxfIztZe04WEEKJDCzkhhBASf/z6q/bcoweQlxe67VKQhw4KcpMnXwo0hlwSNdBtnRDiTmWl8zUFOSGEEBIfhDp+3JggVqABsPlQkMeYhVzQBfmGDaHbJ0KItaHLOiGEEBJfemLmTOCTT7T3Q4eGdvu0kIcOCvIYFuS0kBNCdOiyTgghhMQH06YBXbsCY8YAv/2mLXvkEW15qKAgDx0U5CaEgpwQEmooyAkhhJDY55NPbDjttMZCWRI+y/JQiXJdkG/ZAtTXh2ab8QoFuQmhICeEhBq6rBNCCCGxryFuvjmxoVqTEX3ZjTe6ao1gad8eSEjQcl/t3Nn87cUzFOQmTuomCdrkRA+ULl20ZwpyQogOLeSEEEJIbLNsWT62bLF5/VxEuSRhmzOn+d8liadFlAtM7NY8KMhNiD5rFYx13Gghl4uDLiSEEE9Z1j3NnhNCCCHEuuzbl+bXetu2heb7GEceGijIY1CQd+igWdarq+lCQghpbCGvqXF9TwghhBDr07KlYfbdB7plu7lQkIcGCnITC/JAa5DrJCdrolyg2zohRHAX4IwjJ4QQQmKL/v33oKDArsJePSHLpX74iBGh+T4K8tBAQW7iGPJgLeQCE7sRQnwJcsaRE0IIIbGFaIcnn9Qse+6iXH//9NPN0xhGKMhDAwV5DLqsCxTkhBAjFOSEEEJI7HPKKXZ89BFQUNBYPMvyU08N3XeJtV1gUrfmQUEe44J8w4bQ7BMhxNrQZZ0QQgiJD0R0r18PHHyw9v6f/wTWrQutGBdoIQ8NFOQxGEMu0EJOCDFCCzkhhBASP4hhLydHez1oUOjc1D0J8i1bWNmpOVCQmxDGkBNCwln2TKAgJ4QQQmIbqbgkpKSEZ/uSrV1i0+V7du8Oz3fEAxTkJoQx5ISQcFnI9aQudFknhBBCYhspc6pXYAoHIvTbttVe0209eCjIY1SQd+miPctsVXl5aPaLEGJ9QZ6Xpz3TQk4IIYTENuG2kAtM7GZxQT5p0iTYbDaXR9++fRs+r6ysxDXXXIP8/HxkZWVh/Pjx2LFjB2KdUMSQ5+YC2dnaa14ghBBdkLdqpT1TkJujr585E3j3Xe1Z7/sJIYQQK1jIBSZ2iwEL+YABA7Bt27aGx9y5cxs+u+mmm/D555/jww8/xKxZs7B161acGur0gDEaQy5uqXRbJ4S4C/LWrbVnCvLoMm0a0LUrMGYMcM452rO8l+WEEEKIVSzkFOTNpxk22NCQlJSEdu3aNVpeVFSE119/He+88w6OOOIItWzq1Kno168f5s+fj+HDhyNWCYXLuiCCfOlSCnJCSGNBzhjy6CGi+7TTALvddblkqZXloa4TSwghJL4FOS3k5ibqgnzVqlXo0KED0tLScMghh+Chhx5C586d8dtvv6GmpgZHHXVUw7rizi6fzZs3z6sgr6qqUg+dYocZSLYlDytQVSVZl5KQkGBHTY3DXB4EHTuKA0Qi1q2rQ01N6GoR6MfRKsczXmE7WYNItVNVlXT3NuTlSV+QgMLCetTU0Ec60m0lE67XX5/kEOOODHsOZJnNZscNNwBjx9aGpURNPMC+zxqwnawD28q67VRTo937ExJqUVPjNgscItq313TLxo0cV7jj7zUTVUE+bNgwvPHGG+jTp49yV7/vvvswYsQILFmyBNu3b0dKSgpatGjh8j9t27ZVn3lDBL1sx51vvvkGGRkZsAK//94GwCEoKyvC9Omzgt5OeXkvAP0xb94WTJ++CKHm22+/Dfk2SehhO1mDcLdTScnx4rSG4uJVAPpg7drdmD59Xli/M1ZpTlstXpyPLVsO9/q53W5TVobHH1+AQYP2BP09hH2fVWA7WQe2lfXaqaTkWABpmD9/DnbsCE+s2qZNki12BP7+uxzTp38flu+wKuV+ZtaOqiA//ngZIGoMHjxYCfQuXbrggw8+QHp6elDbvPPOO3HzzTe7WMg7deqEY445Bjk5ObACMiAT8vJyMHbs2KC3s2+fDW+/DdTXd8TYse1DOtsjF/vRRx+N5HD6wJBmwXayBpFqp/p6rbsfPrwnPvwQSEtr1az+JR4JRVsVF7taxb3RpctwjB0bHmtGrMO+zxrEczuJp8zcuTZs26bVcT78cLupPWLiua2shKd2SkjQ7v1HHHE4+vULz/fKdu++W3RHJo4/fmxDeVWCBk9t07usGxFreO/evbF69Wp1MlVXV6OwsNDFSi5Z1j3FnOukpqaqhztyYlqlE9FP5KSkBCQnB593r3t37XnTpuZtxxtWOqbxDNvJGoS7nfRInnbttFFfSUl4+oV4oDltpZeHaXq9pLDG/MUD7PusQby1k+SQkLAUY7ytxOA+84z5c0dEo61k8mLOHDRMXowY0fwcS7GOsZ30GPLMTFkWnu/TSy1LyG1xcXJDNRcCv68XU43GSktLsWbNGrRv3x5Dhw5VP+L7752uDytXrsTGjRtVrHksE8qkbnrZs/rQhZATQkJ4rc+aZcPs2QXqOVxlr6Ryg94HsOxZdJHBpAy+vVkQZLmIdlmPEBKbCR3dk1/pCR1ZZcEVVqOwRtkzsYO2kWhbJnYLmqgK8ltvvVWVM1u/fj1+/vlnnHLKKUhMTMTZZ5+N3NxcXHrppcr9/Mcff1RJ3i6++GIlxmM5w3ooBXlBgbiqaLNjO3eGZNcIISEeaBx9dBKefPJA9RyugYYhzyWzrEcZ6dfFEia4i3L9/dNP0wJESCyO7cQy7l5dQdCX3XijcwwY73Dywjplz4zeX2IE1JFzeeZM4N13tWee2yYV5Js3b1biW5K6nXHGGcjPz1clzVo7RoxPPfUUTjzxRIwfPx4jR45UrurT4uAK1OuQJzUzoEBmwzp00F6z9Bkh8TvQ8CTIxULuaWBIwo+4pUpps7ZtXZeL5ZwlzwiJTcTt2pf1UPpjETOyXrzDyYvQIMdHP17hjjRwL31G74bAiGoM+XvvvefzcymF9vzzz6tHPBEqC7nuti4Xhwjygw9u/vYIIeEdaIiVVAYa48aFzkqqC3LxmGnZ0vldZWVAVlZovoMEhoju3r2BQYO096+/Dlx4IS3jhMQqEgMdyvVimUAmL0aPjuSeWdM6HgkLuVGQ60YH93GObnTgxLPJY8hJeAS5QAs5IfFrJams1J7T0gCp/ijCXGAcuTm8oYT99qMYJySWkYRkoVwvluHkRWgwlsAOt4Vc98idPRu48kp6NwQKBbkJoSAnJHaJxkBDt5BL4hWxwGdna+8ZR24e64XxNSEk9mBCR//h5EVoMN5XwinIxSL+xBPa67lzgV27vK/L0AzPUJDHcAy5QEFOiLmIxkDDKMiFnBztmRby6GKM7TdaMggh8ZXQURcqTOiowcmL0KDfV8QrLlznle6evndvYP9H7wZXKMhNCC3khMQu0RhoUJCb33pBQU5I/CR0lCo47kg+jyOPjMZemXvywh1WozBPhnVfOXGagt4NrlCQx4kg37Ch+dsihFiz7JU3QU6X9ehCCzkh8SnK168HcnO196++CvTpA5SWAo89xjJR7pMX+nHSYTWKwAV5uNzVm8qJ4wl6N3iGgjxOBPnu3UB5efO3RwgJn5UkXAMNd0Gux5DTQh5dGENOSHwi4zt9AlaEyYMPaq/lmWWinMi98M47tdetWgE//gisW0cx7i/6RG+4LOTBup3Tu6ExFOQmFuShiCFv0cJZ1kiSKBBCzGUl6dlT8/U6+eS6sA006LJuTuiyTkj8YnQn1l1+vZWJimdRro+J5ThJiTMKOfNYyAN1O5exB70bPENBbuKkbqHodGQGlnHkhJgTucb1mevWrcM30DCWPRPosm4O6LJOSPxiTLglZaA8wTJRzuNELyLzWcibyomjj20uu0x73b8/xbg3KMhj3GVdoCAnxLzog4zqah93tGZCl3VzQpd1QuITEdq6WPr9d99xuPFeJko/TsYJTGKOpG5N5cSRx0svARMmaMsWLuS4wxsU5HEgyLt00Z4pyAkxH7r1OpwWUrqsmxNayElzxwpMAGZtT0hhzx7//idey0Q5J62jvSfWQ7+vhLMGuT85ccQw2LOn1kfNmhW+fbEyIYhSJmaOIRdoISfE/KIsnIMNCnJzwhhyEiwSUyzlhoyWVRkAi7WKLqHWuvY9lUDzRLyWiTJayMVbwJd7NImshVxH+pxx4zQvDpk4knNV3NmNhkUp6bd6NfD998BJJ4V3f6wILeQxHkMuUJATYl6iaSFnDHl0oYWcBCvGJdGXu5szE4BZB+P1LonKfMXhxnuZKOOxMnoWEHNYyHVEs8i5fPbZnpPviSAXRJCTxlCQmxDGkBMSf6IskoKcMeTmgDHkJJjxgVjG3bNxC0wAZh2M17sk29TjcN3RRXo8l4ky3hvZT5rTQu4PUsZPzuclS4Dt26O9N+aDgjyOBLkkBamvD802CSHNRwbQejK3cA40dCs8XdbNBS3kJFDEJZQJwKyPfr1LaKKIFD0ONy/PexxuvGLsG5nYzbwW8qaQOvL77ae9/uGHaO+N+aAgj4MYcolPkg5fOrKdO0OzTUKIdQSZ/j0se2YuGENOAsXfxF7xmgDMypZLEd2vvKK97tUL+PFHYN26+BbjAi3ksWEhF+i27h0K8jiIIZeZsQ4dtNd0WyfEnII8kknd6LJuDmghJ4Hib2KveE0AZnXLZUaGs4/2FIcbjzC0JzYs5EZB/t13nsNu4hkK8jhwWRcYR06I+Yi0hZwu6+aCA00SKJLYiwnAYtdyqffRdM12Qpf12LGQS78kkwOiRdasifbemAsKchNCQU5IfKDHdgt6LHkkBXl5OZM/RRO6rJNAkXEBE4BZH2+WSwryxtBlPXj042UWC3lmJnDIIdpruq27QkEeBzHkAgU5IeYjWhZy3WVdYBx59KDLOgkGiSl+/vnGy5kAzDrQQu4/FOTNP3ZmsZAb3dbffVd7zJxJw4AQQslHzBpDLnTpEpggl0kBydIqiWEkFk3cTDjjTkj4LOSRFOTyLDdoGdyI23qLFuH7buIduqyT5t7Tda6/HnjySd6nrQIt5P5Dl/XYcVk3GhtnzdIe+mTiM8/E92QiLeQmJNou69OmAV27ajUDzzlHe5b3spwQYr2kbu5lzwTGkUcfWshJsCxf7vpeEiRRjFsHWsj9hxOXsZPUTXTEPfc0Xr5lC3DaafGtMyjITUg0BblcDHJRuNc55cVCSOyUPRNY+iz6MIacNFeQi2VJWLkyqrtDQmwhN3pPxTt0WY8NC7lomxtu8Jxd3e5YduON8eu+TkEeZzHku3YBFRXev5cXCyHRSuoWOZd1gaXPog8t5KS5gnzcOO3577+jujskDBZyloXSoMt6bFjIJQzW3dhnxG4HNm3S1otHKMjjJIZcYkSzsnxbyf29WObODV82aELiiWgldRPosh596IpJgkHuxe6CfMMG75PtxDpCyejFxEk6DVrIY8NCLjmpQrlerEFBHicu61IOpSm3dV4shMSPhZwu69GHFnISDOLptm+fdl8//HBtwl1EeizU9ZXxj2RdjvXsy01ZyAVagzUoyGPDQi4JokO5XqxBQR4nglxoSpDzYiEkNpO60WXdnDCGnASDbh2XZKvp6UDv3rERRx5PCWWbiiEXKMgb95M8Jta1kEu1Jsl5IROJnrDZgE6dtPXiEQpyExItQe7vxXL44QxsIiQUGAcX9fW2sFmD6LIe3xMyJDYFeb9+2nOfPtaPI4+3hLLehFJCgjN/EMWnBi3ksWEhF00jpc0Ed51hc7x/+un4rRZBQW7iGPJQJnXzR5DzYiG+iBdXwkjinkk3XFZSX2XP6LIePWghJ8GwYoWrILe6hTweE8r6EkosfeYKk7rFhoVckDrjH30EdOjgurxjR20565ATUxEtC7nxYmnXznU5L5b4Jp5cCSOJ++AiXKLMV9kzWsijBwU5aY6FvG/f2LCQS6LYeMu+7EsoUZC7Qgt5bFjIdURHSBJKfTzy1lvAunXUFxTkcSTIu3Txrxa5XBRffOF8f/LJvFjimXhzJYwk7gOucA02GENuTpjUjYTCZd3qFvJ4TChLC7n/UJDHjoVcR/RN69ba61696HkrUJDHoYVcZprr632vu3u383WbNrxY4pV4dCWMpst6JAU5LeTRh2XPSKCUlmr3cKMglwGtsHcvsGcPLEc8JpSlhdx/mNSt+cfOTBZynfx8Z79FKMjjKoa8oECLBZcOTcqm+GLHDudrDhTjF39r08eSK2GsuaxLG7HsmTmhhZwEGz8uE+V5edrrjAwt4apVreSSKDbesi/TQu4/tJA3/9iZzUIu6P0XBbkGBXkcWcil49cTKTTltk5BTuLVlTDWLOQywad7M9Bl3TxImzCGnDQ3oZuOlePIjQllvRFrCWV9CSUKctd+0uiBx/FobLisGwW5Fb16wgEFeRwJcqPbuiRU8AUFOYlXV8JYs5Abv4Mu6+bBOFEisJ8lwSR007F6HLmeULZly8aGhA8/jL0cNr5ciSnIvd8TeUysn9RNhxZyVyjI41SQ00JO/MHf2vSx5EoYa0ndjFZ4uqybB/e2poWcBJPQzd1CblVBLojovu8+7fWAAVoWZrkucnMRc9BC7h/u/SLHo7FnIacg16Agj6MYcoGCnAQCa9Nb32VdH9RJf2JsJ1rI46PkHYkPQa5byK3osu7pOhgyBLj8cu31E08g5vDHQu5+f4hHKMhj10LOpG6uUJCbEDNYyHfudL5mBxjf6K6EkhTQCGvTW8tl3WgdN8aQy/VNS0zkoYWcBIqcI6tX+7aQy+dWrnqhXxfSX0kFj4QE4OuvgalTgXffBWbOtPbv06GFPLh+ksck9izkjCHXoCA3IWYQ5LSQEyMiutevd1pVx49nbXqruKw3JcgFWskjj3tbs58lTbFmjeZBl5WlTYi639vlGpfrvan7u5kx9lfduwMHH6y9v+QS4JxzgDFjgK5dgWnTELMWcnHVFyg+aSGPZQs5XdZdoSA3IdEW5FKjnBZy4o6cj/q52aoV3dRDgbtLYiQt5NJ+mZnaa8aRRx66rJPmJHRzDyGS67lnT+vHkevXhVj0RHTPn994nS1bgNNOs7Yop4XcPyjIY99CTkGuQUFuQnTRE44Y8i5dtGepQ15R4XkduTisVGZC9lXc2GLJnc3sApKxbda3kAssfRY93NvaPes6If5mWI+lOHKj5fiGGzyvo18n4tJu1fs9s6z7B7Osx66FnDHkIRbklRyZhy2pWzgskC1aaO5uwqZNTburm12Qywy5uK+JG1ssubOZtWPXBz+87K1vIReY2C16E4R6u+heCgKt5CSYhG6xlGldvy5kHLJ5s/f1RJTLGGbOHFgSWsj9gxby2LeQ79uneebGO0EJ8vr6ekyZMgUFBQXIysrC2rVr1fIJEybg9ddfD/U+xh3hdFkXN7em3NatIshFdIvbmvtNOxbc2cyI0aOCgtx6Zc98CXK6rEd+glBva32CVKAgJ75YscK3II8FC7neJ/p7j9m2DZaEFnL/YK6N2LWQt2ypPYsYLyqK9t5YVJDff//9eOONN/Doo48ixTDtMnDgQLz22muh3L+4JJyCXPBXkOuWGzN2gHKMxJ3Nk4tnLLizmRHjAImCPNQlyerC7rKuJwoyQpf16E0Q0kJOAkHua00J8liwkOt9oG49a4r27WFJaCH3D7qsx66FXMYkGRna6710Ww9OkL/55pt45ZVXcO655yLRoBqHDBmCFfodg5gyhtwoyDds8C3IO3UyryAXN7VYdmczu4XcW/4BEhj6xEZ6unbR02XdmgQzQaj3qxTkpCnkvPnwQ6C0VCsDJl4Xvizkcu8rL4cl0fsrmVyQTPLuyet0ZLmMUUaMgCWhhdw/6LIeu4JcYGK3ZgryLVu2oKeeztPNlb2GIwpTx5AHYiE3syD3103Nqu5sZoQu6+G0XtdGJakbXdajN0Fo9FzQJ1/N2NcSc4RBnHmm072zVy/PYRBS/UIf4K5aBUuiXxfp6cAzz2iv3UW5/v7pp61b7YMWcv+ghbx5E3l6bLYZXdYFJnZrpiDv378/5ngwPX700UfYf//9g9kkMaHLupkFub9ualZ1ZzMjFOThHHxqgpwWcmsSzASh0XKhD5Y4n02amydFt5L/+9/WrDqiXxfSX516qowrgYIC13XEci7L5XOrQgu5f9BCHppjZ3YL+Z490d4TiwryiRMn4tprr8UjjzyirOLTpk3D5ZdfjgceeEB9FgwPP/wwbDYbbhS/PkMG92uuuQb5+fkqedz48eOxwz3jWAxCQd404qYWy+5sZoQx5OF0WY+OhZwx5NGbIDS2CwU5CUUYhAj0v/7SXj/7rDWrjhjrkAsiutevd7rpP/EEsG6dtcW4QAu5f+j3RH2sZ8bxqFkx3k/MaiGny3ozBfm4cePw+eef47vvvkNmZqYS4cuXL1fLjj766IC3t3DhQrz88ssYPHiwy/KbbrpJbfPDDz/ErFmzsHXrVpxq9V7YRDHk4kLpqdSAuyCXi9ps9XFlskJ3Z3MnFtzZzAgt5OG3kEcryzoFeeQnCI0Wcn1QzsEmCTYMQremu8eOW63qiKcJRLmP6wN3SWgXC/d1WsgDE5V6rg0eE/8x3k/MbiHfS0EefB3yESNG4Ntvv8XOnTtRXl6OuXPn4phjjgl4O6WlpSo53KuvvoqWeg58SAr8IlVC7cknn8QRRxyBoUOHYurUqfj5558xf/58xDLhjiEX9y8ZIErHtmtX04JcbvxmdHvT3dlat449dzYzQkEeWuSa0q/1aLusM4Y8dBOE/sa7Gl1zaSEnzQmDiKWqI8brwoj+PlYmrfyxkPM+21iQx0r7R/LYyT3IrJNYjCF3EpQNViza4qo+bNgwl+ULFixQWdcPPPBAv7clLuknnHACjjrqKFVOTee3335TCeJkuU7fvn3RuXNnzJs3D8OHD/e4vaqqKvXQKXaYfmRbVkk4V1cnzWJDfb3sc+i3Lxdn+/ZJ2LrVhrVra5GXZ3e5ee/cqX1/u3by5dpIsayspqE8gX4czXA8TzpJkiLZcMIJ2qn81lu1GD/erjofE+xeVAl1O5WWirLQjnNFhR01NQ41SYJCs2Qluwjyioo61NTUh/h7ZN41ESkpjbednq61aVGRJOS0wGjdxNeU9EXvvWfDzTcnYssWpyovKLDjiSfqcNJJcs00bpekpHokJ8v6NlRU1KKmxmTuSBbETPeoYGnd2tnf+l6vFj/+KNb0pCat6T/+WItRo+ymbqfKSm38kZDgei0kJ4uiSEBZWWxcI9XV2u+02Rr/nsREre0rK83TL0frmqqo0I5FZqYcIxuqqzn28LedysrkVTJSUsx7zHJztfvg7t3mOddDjb/XTFCCXET07bff3kiQS/Z1iSsXYe4P7733Hn7//Xcl8N3Zvn27qnHeokULl+Vt27ZVn3njoYcewn333ddo+TfffIMMXVGaGLlx2u3j1Osff/wOubnhmQ7MzhbfyTx8+unv2LnTORVfWpqM6uqx6vWyZd8AOEG9/uKLb5CV5XpBi4eEGfj11zYADlGvi4tnYsYM1QuRELfT/PkdAQxtEOTTp08PyXbjFbnWgLEugnzlyrWYPn1ZSL9n2TIpWtwbW7eux/TpS1w+W7WqHYBh2LixENOns0Zgc68psWxJ7O55541FRUUy9t9/B+65Z76aIHS/XP78sweAgdi9ewuqq8U7LAuzZ/+MnTv3ReZHxAFmuUcFg1iz8/OPwZ49aUqINMaOVq0qUFz8LX76SbKeNW0I+eqrP1BWtgVmbqe9e8eI7w7++GMB6up2NywvLpZ7fBssXPgnMjN9+PJbhJKSY6XGAhYsmIOdO11jhpYulWQTB2P79n2YPn0u4vma+u03cdU8APX1coxylccXxx7+tdO2baJ5jobNVmfaY7Z5s8TQ7o8VK3Zi+nT/tKPVEC/ysAnyZcuW4YADDmi0XDKsy2f+sGnTJtxwww3qpEmTui8h4s4778TNN9/sYiHv1KmTcqfP0f0zTYzuwiocd9xRMHjxh5S3307EypUyuz4UY8c6rWZ6GfncXDtOPdUZgjB69DFo08Y52yPtJvkCkk2QKaKqyjlYGTZsFAYNiurumIZQt9O2bc7jXFubgGOPHWtaNygruaQmJNiRmqrNDHfq1B1jx3opMhwkM2dqkUl9+nTF2LGOBBIGC/nDD4tFpiXGjtUmB0jzrynNy0nKU7XGSSd5Pq6LF2vt0q1bAXbssEHmmYcOPdRUFkyrYrZ7VLC88IINZ50lr+yw2539r82mnSPPP5+izq+cHBuefLLp7R1//H4YNWoIzNxOt9yiXTsjRw7DIYc4r4VXXknEH39IDPkQjB3rmm/IiiQkaL9zzJjD0b+/62eS4FjIyDBPvxyta2r7du1YtG+frZL71dfbOPbws51Wr9baKSMj0TTnkTvV1TY8/7zkzGpj2n1sLrqndlgEeWpqqsp23r17d5fl27ZtQ5KfmcjEJV3iz43Cvq6uDrNnz8a//vUvzJgxA9XV1SgsLHSxksv3tmvXzue+ycMd6UCscGM2xnilpck+h+d79IylW7YkOlzBXOM42ra1ISVFXF20mB27vfG+mOWYGo9ZfX34jplVCVU7uXvdyLEO4Vxa3KEnVJRjmJiovamtdb0eQ4HebnJTdt+2nlClpMRmims5Fq4pOd56nGNVVQKSkxN89ltpaQkNcaR2exL7rxBilntUsJxxhpbc9brrgK1bncs7drSpnASnnqqLOi13iiRw8xRHLvpOPh8zJsmUQsbYTnrEYUaG67Ugdcn1yS4LN6mH2OjGYxZnvLT3/iNerin9Ppmd7TwOnsajxBWtjbSDJCFRZu0HdUPfvn3mO9dDhb/HPqhfL9ZmsURL4jUdEc533XWX31nWjzzySCxevBh//PFHw0NizyXBm/5afsT333/f8D8rV67Exo0bccghmntyLGIUl+G8ceqZ1jds8JzQrW1b7dkK2X+NiU+YgTMySd0EJpwJXfZziSOORlI3lj0LPVrcXtPXCMueEX+Q5KT6MEhEqcSLu5f9CiapoNWSuuljkVi5xzPLenBJ3QQeF/8wVvIwK0zq1kwL+eOPP46RI0eiS5cuyk1dEBEt8d3//e9//dpGdnY2Bg4c6LJMSqhJzXF9+aWXXqrcz/Py8pS7+XXXXafEuLeEbrFApAW5ey1yKwpyY+fMjjp8UJCHFqMgS0qyR7XsmWRZF8uat7JdxH9KS71fM0ZY9oz4iz5hJhVFRo/2XXVEsq0by6WJZVyzpsMSeJtAjMcs6xzPGD28nMti5RyI1LEzqXG8Udmz+noJ5UDcEpQgLygowF9//YW3334bf/75J9LT03HxxRfj7LPPDqlbxFNPPYWEhASMHz9eZU4/9thj8cILLyCWMQrycNUhjzVBTgt5ZHAX4L7EBmka/VwVl/VoWch1QS43Qsk7YrRCkOYLclrISSgoLNSem8opI6J73DiJPQeuv15zBxVruhUs4+7XhbtQjSULufS3+liPFnL/Jy7kWBlDgoj1LeR6n1Zfr008uuXxjiuClnxizb7iiitCujMzZ850eS/J3p5//nn1iBeMSd0iYSGXOuQirPT4LApy4g1ayEOLfvzkGtNjyMNxnRmFv6eBn1jFxTr+9dfAySdba/AeKxZyCnLii32OxPv+DFbl+j3nHE2Q79ypnYNZWbAM8VCH3Hid00LuvyCX4yLveVya74VhFkR7yKOiQrOSU5AHwapVq/Djjz+qxGxSk9zIxIkTQ7FvcYk+ayqD5HC6j8qslFjDJN5R6pP27m1dQU6X9chAQR4+oZycHH5B7jLAnTQJy1Ym4ti5ExqSQJ12mubeOuPwKejfp06tQwKHFnISLQu5MS5T3Ntlwv3vvwEPRXFMa5DQh5OxHENu7OdpIfc/1t4K41Gr5CkwE9Jfbd6sCXK3XOFxRVCC/NVXX8VVV12FVq1aqYzneokGQV5TkDdfkIfbSiVNJlby5cs1t3UrC3JayCODu7igIG8eTkFmb4ghj5TLuojx/u9NxEUA7seEhuUXb56ili87azLcKvEQP2EMOYmmhVynb19NkEspU6sIcuP9292qRwt5fGKMg46lSZlIYAWXdT2OfLNDkMczQQny+++/Hw888AD++c9/hn6P4pxICXLBKMh1rCjIaSGPDLSQhy/ZWiRc1vVBnvQxYhkXMT4F2uSpiPJ7MAWTMRETMRlv/DQB6+rovh5OCzld1km4LORCv37AnDnaPd4qGPu/eLCQi2HEUx+r/3bxFhCvgXDmE7KSII+lSZlIYIWkbsbEbnv2IK4J6jLft28fTj/99NDvDWmIIY9EB9yli/asC3JxXbWiIDcOeikSwwcFeWwkdZNBusxG65ZxEeWTMAmJqMcETNaWb9LW85bRmTTfQk6XdRJuC7kgFnKroF8TIlTdx0CxJMaaiu01TkbIMaEgp8t6rFvIhXi3kAeVYF7E+DfffBP6vSERt5AbBbmUPtJFllUFeSzMnpsVZlkPX1K3SJY927bN+ZkuykWM1yLRxX3duB6JjIXczP0ssZaF3MqCXK4J9xw6sWgh92a5NAryeJ/4pst67FvIWYtcI6h5t549e2LChAmYP38+Bg0a1KjU2fWS3pNYTpDr1nHJyKrXfLSCIKfLemSghTycdcgjZyFv3975mbip6yShTr3XRblxPRKcIJf+XNrU04DI2C56P0sLOQmVhVxc1gVJ6mYVt2dvGdaNy8w8FgmVhVzaSuoxi8t6vI9pjBOXsXQORAJayK1FUF30K6+8gqysLMyaNUs9jEhSNwpyawnyDRu0Z3d3dasIclrIIyvIZbAgAzwK8tC7rEei7NmIEVo2dUngJjHjS9AfA7EMX2Kscl8Xw9QbnSao9UjgSOUKI3KdeBLkjCEn4bSQy/1drnk5/9avF0MKTI/HihAOYsk66k/2azkGcs+Nhd/bHOiyHvsWcsaQN0OQr1u3Lph/IyaLIdcFuZQ9k5lYqwpyWsgjgy7AxUqzezcFuVWTuslknypt9p6WwK0X/laC/AccgQUYrkT6WYfJek73dRKchVyQQXV2duP1GENOwmkhFwtrnz7An39qbutWEuS+Mo+beSwSyvrQMplCQU6X9eZAC3kcxJCT2LCQFxRocVrSuUl5FE+C3AqxjbSQR9ZCrltpKMhDZbm2N9Qhj1TZM6kzLqXNpnacgCpoH6SiSlnGVckzqUNOQiLIvV0nLHtGwmkhN7qtWyXTui+X9Xi0kMfK720OzLIePxbyvXEuyIO2w27evBmfffYZNm7ciGq3q+PJJ58Mxb7FJZEU5HKDkzjRrVu1OHJayIkvKMjDJ5QTE8OX1M2jG+ikSarO+PpPP0PiKa+rRQcPqsSURbSMh8NC7glayIk/SPWTYCzkVkzsRgu5EwpyDbqsx76FnEndmiHIv//+e/zjH/9A9+7dsWLFCgwcOBDr16+H3W7HAQccEMwmSRQEue62bnVBTgt5ZI8zBXk4sqyHx0Iug3lfcZmJKzXT2T60wKph57HueJQs5BTkxFdOAn1cEOsWcsaQO6Eg9+5JFO/HxF9oIY8Dl/U777wTt956KxYvXoy0tDR8/PHH2LRpE0aNGsX65M1Ev/FGKiOqMdO6LsjbtHF+TkFOvFnIWfbM/EndjNvzNMjVSyw8j2uwOaN3aL88TvHXQm50z7WCIJd708yZwLvvas/6vYqEF906LudIenrwFnKZnDM78ZZlnYK8aeiyHvsWcqMgt1ugnwoXQcm+5cuX4125KyvhmISKigqVdX3y5MkYN24crrrqqlDvZ9wldYukhVywsoXceMOi1TY8GMuv0EIe+qRu4apDbrw2fAnyjeiMhDgf+EXaQm50zzV1PztpEpatTMSxcydg82bnYsnUr5IDSr6BSZOiuYdxEz/uXpu7KXr10v5HRL3kiTFOtlvNZT2WrKP+CCUKcg26rIc3NMJMgryuDiguBnJzEZcEZSHPzMxsiBtv37491qxZ0/DZbkm/TCzjst6li/UFOS3k4cd4XPU4Rgpy89ch91eQj8ZMdF0/M7RfHqcEaiE3u8u6iHHJyH/RZmfNekHK5sly+ZyEj2DjxwWxqHfrZh23dV8u67FkHaWFvHkW8ng/JqEMjTAD0k+lO7x/4tltPShBPnz4cMydO1e9Hjt2LG655RY88MADuOSSS9RnxFox5FYX5EzqFn6MooIW8tC7rIer7Jn+HXJDljJI3gT5OXgXI5e9FNovj3NBnpnpn4XczC7rcj8Sy/gETFY16u+BJsrlWcrjSdm8436aQPd1E2ZYt2Jit3jLsk4LedPQQh77LutCHuPIg3NZlyzqpY5Rx3333adev//+++jVqxczrFs0hnzlSi15jBUFOS3kkRPkcl5mZWmvKchD5bJub7CQS/yU9AGhmpDzZXFSvmH6aF9mZ2t58YRSkLdqpfWpnizk0s5Gd0Kz9rNz5khFFeB+aJn3NVF+P1JRrUS6Wr5JW2/06GjvbWzSHAu5LsinT7eGII+3LOu0kDcNy0PGflI3XZBv2QLs2YO4JSjZJ9nVje7rL71Ey4rVY8hLSpzWuuxs5+dW6AApyMOPLirk/JCHQEEeusFncrIzk4lca4EmbwpKkMtUtPizrlun3ibWsEGbiwhtfWJTBPmGDZ6vE/dke2a1kG/b5nwt4lsX41VIaRDp7usRc1nIrZRpnRZyJxTkGnRZDx5ayOPAZV0E+R4P0xiFhYUuYp2Y32VdbvK6a6VuHTcmjjG7IJcBsHHf2FGHB11UGGN9mGW9eRmpPbmsh/pa8ynIu3YF1q7Fz9e+o94m1VKQNxe5JvQssa1bO5e5Y2xjM8eQt2/vfP01jlFivBaJ6ll3X3dfj5jPQi5YyULOGHLn7433iW+6rMePhTzeBXlQFnKpOV7nYYRZVVWFLeJzQCwjyEV8i5Vcnz03uqsLZu8A3QU4BXl40EWFiHFayEOTkdqYZb1e0tgj9KLM+B3eSMzSZliS6LIe0oRu+fnerxNjP2VmQT5ihHbuSgK3Y/GtWpaEuoaYcpm7faPTBLUeMXcMuXhrlJcDGRmwfJZ1mfQKNOO8maCFvHmCPN6PSSxayPMd90sKcj/57LPPGl7PmDEDuYbc9CLQv//+e3QVqwuxTAy5QEFOmoKCPMCM1A4X30YZqc+ajP4eLOTyOiHBjvp6W+Qs5A4S0rUPk+vYoKFM6KYLH18Wcpl4lYdZ+1nZNzWR9N5El+VyboseksRuZx0m6znPdWIuC7mETshDCuBIrpj994el65DroX1WsPp5gzHk/sM65MFDC7m1CEj2nXzyyerZZrPhwgsvdPksOTlZifEnnngitHsYZ0Q6htwYR25FQe4uCuP95hXu48wY8qYzUosYF+thW2zH3XgQ1+PZhozUb/w0AescSduM1ms5b+Vak2WhtJIaRX8jbroJmD8f7ToMU28pyEMnyCXxoa/rxH2ixKwWckG8OtREkpsoF8u4iHHl9UFMayHXreRSGEfc1s0syH1NIBqtfLKeFUSGN2gh9x+6rMeHhTzPIciZ1M1PdLfKbt26YeHChWgl067E0i7rgrgk6sjg0Zjl2ewdoPvNiiIxPNBCHlhG6k7YhGvxAq7BC8qS6CkjtfvgUxfkEbOQL1qkBHntDWfhLLyL1Lw8/Cd0X414F+S+ci24D5TMLMglxEJ5dRgE+Y8/au7stIyb30Iu9O6tCfKPPtLi/bW2gyWzrJt5PBJKy6V+n413Qe4py3q8HxN/oYXcWgTlGL3OkZXXPaFbi+bcMUjkBbkj3vXpGc5B1VtvaUmo9HjXlL6TTH0DpIU8MlCQN40x03QptNpwIsa9ZaR2imW7y00zYoLcUYO8evCBeB+HocCEA/RYtZC7u+aafeLTSA2SWOLMKhZyxz3+46+0/mfaNO3hKaeF2V3WZUyUkCCGIevf540lD71BC7kGXdbjw0Kezxjy4LKsP/LII6ruuM7pp5+OvLw8FBQU4M8//wzl/sUdkYwh1+Ndr9nnzJbrEu+6MtH0A0UK8ui5rDPLuivGTNPDMa/htbeM1O4J1/RrLRwu640GuNLROLLO2bpoMSucYImchdzdEmhqC7nsV7lzxyptIarJR8JuIdfv8dcVeb/Hm4mmcl7EiiDT958x5E1Dl/XwTvyYhTxayIMT5FJ3vFOnTur1t99+i++++w5ff/01jj/+eNx2222h3se4IlIx5Hq8q54tVxcM8qzHux7304SG/TBrB6jfrPTSbXL8DAmrLVcKywoWcl1oUMB5zkg9AVNwKOY3LNevMVku3aaekdpbHHEorzWvWdZ37NDu1omJSGrVAqdgGk4odU6ykshYyK0iyIs2OMy0yuPDU0ICYjYLub/3eDPdh3y5rBuXW12k0kLuH5JNn1nWwzvxYxbyGEMenMv69u3bGwT5F198gTPOOAPHHHOMSuo2bJiWIIiY22XdGO8qaDfs+5U1zxjv+vff5hbk+mA3JwcoK3N21rpotFopLKu5rFu9/Ey4MlL/D//AOHyGVejpMSO1HDf3hGsRtZBv2qQ9FxQgvaYY0zAeNVVyOzgzdF8e51nW/bGQWyGpm7C3PA2T8QxaYh+ezpqIomjvUJwg54N+TgVqIff3Hv/cc1oyVzPElvtyWTcuN+t4xF9oIfcP42QRXdbjx0Juj9NxZVAW8pYtW2KTY0AnlvGjjjpKvbbb7R7rkxPzCXJjvOsTuAXVSFY3avd41+Jic3eA+s3KUIHPdDewhlJYm63hNuivy7qZz4toZ6Q+L+t/sMGO3ljVkJFaZap2ZKQ2enKE00LuNcu6I35cSiyk5GgfJqMWddXsv5uDPikYqIXc7K6Ye6qz8Ryux2Tci4rKOBwpRYkiw8yH8R4X6D1e7ulyb9fv8e2xtcFiLsUWzjkHGDMGkKq1y86eErUJ4qZc1mPFQkoLuX8Y+0NjUjez9pNmw0oW8vx8pwYqKUFcEpSF/NRTT8U555yDXr16Yc+ePcpVXVi0aBF69uwZ6n2MKyIVQ26Md/0XrkUKalAPW0O8qy7K9TJoZu0A9cGuDIB1zHQDcy+FJTyFm3ATnvJYCstKFnL9+PuqcR13ODJSj78I+I8jZfmHHwKnnOKakdp4jurHMxxWUp8x5N26AT16IDXH+WFVcRUyWjkKaJOwx5BbxUKuxzHr+2isxEHCf9yzswMfExjv8W/hnAYxLs9X4yW1PBk1uBeTG08Sy+QhzOeyHisWUlrI/cPYH9JlPbaTuqU7xpYyphQruXi9xhtBWcifeuopXHvttejfv7+KIc9yqKFt27bh6quvDvU+xhWRiiE3xrtegqlqWQLseBPnucS7HnSQNQS5XMxmvIEZ3Qb1WL5SZDuOsbyfoLyHZT0zYxTkxs6dceSekRneYZiP4zEdQ7oVN7qejcfNmdTNHrks62edBaxdC7zxBtJaOGdYqorYoM0hVmPIK1dtwpH4DnNwOD7EaajYy4yOZs+wrt/jJ+I+nIt31bLL8Bp+gDNF/kRMwfO4yjSx5U25rMeKIKOFPDhBHisTMpHCSmXPhHhP7BaUHTY5ORm33npro+U3ie8TsYTLujHedQEOxjD8opZ/jeOxGr0b4l1r0ydEpQOU4yAiVdzufMW2GQWHPOS9mW5g7m6Dclx1h09PpbCs4LIusT36TCYzrXvmtlknYji+VK+XLfsVGDrU5XP9HBWrl5TyiUrZMwdJaUmoQwISUY/qEhNdPHFkITe7K2b+7E/wHW5oeL9794vIam2mRB2xSXMyrDvv8Zr7+S60wscYj7dwPt7AhbgQb6rlYi2/DK8rLzljbLncfyNd3o5Z1p1QkDsFpdwj5WH2ftJsWMlCrgvyrVvjN7Gb34L8s88+U67pIsbltS/+8Y9/hGLf4pJI1iHX413rPvlBUucqWqBQxbuKGJfPV4Qh0VQoE6AZhaJ+AzOT1dboNigWCGP0pW4xd1/P7BZy/VmOs5mOtZnIqdje8Lp6T4lfsd0RTermRiXSkIlyVBezQZtDrFrI7XtcTRZVhZyJM30NcrnH965FeV4BMvZuwfO4BhXQwlEuwn+wBR1wFt5Hd6xTYtw9f0w0JomZZd2JGccz0bbwcpIiMGghj1FBfvLJJ6vs6m3atFGvvWGz2ZjYzSKCXI93tbf9F7BTW3Trpfvw3MvOeNeUtZGdkWxIgOZmQfYW2+ZuITcuMwO626Dsv1jHl6A/BmKZ+kwSJAE2NQGil8KyiiD3JTYIkFlT6FOQeypHFo7Zf69lz4YMATIygPffV4ndqm2pyLSXo6bURBdPHMaQS3ZZM8Zn2woNQeQU5JawkCuOPBIZkyfDnpaGo9+9Bn0qtIqH4sx4Nx7CICxWglw8ZNzzx0RjkphZ1p2YcTwTaayW/NJsWM1Cnu9I7EZB3gT1huLOxtckPDHk4U7q1sDu3bDtdKhxAN1bFgKGwWAkO0BPCdBkcGCMbXNPgOYp+7eZbmDG0ADZ/wPwmxLk/4eX0AY71e/US2GZGeNxNj5TkHsms9aZHrlmr3cLuXHgGbGkbqIQ//pLe+3InHJP7nMoLqzH7dntQvflcUhzLeSCozy8qUgsdh0h0ZPCGhZyPP64erJddBEOO7k1DnPcZ594QpskPskRVvMjxmAWRqn7kXhxRWuS2N8s61YXZIwhD87CGyvtHyloIbcWAcs+EeNvvPEGpk2bhvXr1yuLePfu3TF+/Hicf/756j2xiIVcWL7c8wgAjTvAcNcG9LduqjG2zewWcmNowNS5E7B088dYiIPwCw7GyvT9cfY47XOzQwu5/9jr7cixOwV5XaF3C7nRZT1iZc/0GuSSutlRS2l6i3OxvhC4xiI3bqtbyL1ZfvTPGpWpizKppa4jpJpiWshNbyGXe/vnn2s3bUN+H+Mk8YO4E+/hLOxCa2xHeyXGJ0dxktjfLOtmu8cHCi3k/kGX9eCR8bpu4LOKhTzPIcgZQ+4HUmdc4sOnT5+OIUOGYNCgQWrZ8uXLcdFFFymR/umnn4Zvb+OAiAty8ad+4AHglVeADRu8CnJBLu5wzrS5J0ATi7KIcamR7i22zVMMuek6a0dowPo6ye01HtP+1Bbnp9vR7+17gATzT2JRkPtP5b4KpMNp5q4vCsxCHvakbnoNcimj4JhhM6N3SSxbyL25rJs1jjytgoLcchZy+WcJTZHyhr17e5wkfvr7Cdi1y7ncmD8mGvibZd3qFlJayJtnIZexqDjq6glRSdMZ6q1AHi3k/iOW8dmzZ+P777/HmDFjXD774YcfVGz5m2++iQsuuCDU+xk3RFyQy836rruAQYOAyZOB7t1dPna33ITzwjbGrN2LSUiGNr0nCWe8xbZZQpDD2ab6PkqW2+P3foU1n/+InuMGwOzQZd1/ijcVId29BpqZkrrpgrxz54ZFB9fNQy/sQv3WgwHQbb25gjwz0zl5JYNHeRjDkNwt5NI3yNyIWDXMKMizqlxHSLUlFOSmt5AfcgiwaJHH/kefJP7uL02zywSSGNO1aibRC5+ihdwJJ0m9C3KzehKZCeOklVUs5PlxHkMe0PzSu+++i7vuuquRGBeOOOII3HHHHXj77bdDuX9xR8RjyHVOOglYuBB45BGXxe4dYKRqo0/CfQ3LZ+Bol9roxtg2K7isG+m07y8Mxp/oa/sbbbALW9+ZCSvgKcu6cTlxUlJYh7kqWhO4AU/jz4KxfiVbi7iF3CDIb9t6Ez7DOGQs0cofktBZyD1NXEXKQyJUPJV2hwobGpa9DJkoxcb+x0V7l+KCZseQyyyPI0+EJ1pllOMuPIBJZbdh1Eh71HMXMIbciRXGM5GeuDCeF1Y/B8KNcWLXKoI8L84t5AEJ8r/++gvHHef9Rixl0f780+GPS6xhIZ8+HVi1SvP/8YBuuYlEB6jHtkkM27s4s2H5PByq3Ndl+deHTXE5NlaykAuPrT8Nf2I/JOZpg6Tkn2fBCtBl3X/2pHfECMyFDXY8ixuwNGuYXwPPlBR71CzktUlag9aVs0GbQ1mZZ0HuPnHlKfttUx4Scm+YOVMmxrXnSBUzEav9C+UXKw+lss79UI5MVFTRV9S0FnI5CZ97zjk75APZ7gO4B7fYH0fZTsfJG0X8zbJu5nu8PzCGPLiJC+PxoiD3jfH4RHuizV/yKMj9Z+/evWjbtq3Xz+WzffodhJhfkMv0+wknaPFlXm7eIsYjOSutx7atTN2vYVkGylVsmyp55hbbZjULeUq9JnhKD9cmtnpumaWSgJkduqz7j1saBo8eo75c1sNe9kzMbRKqIg8HtUnaCvXlJr54LDB41NtVBLnEN+ptGoiFvJEgnzQJy86egq5dAXFOO+cc7Vney3L5PJzI+avflzp00J553ZvYQj51KnD99eK22OSq6XnpKkeLULLJreOKMGITaMpyHI8Wcrn24rWSsLvLuoyL9bGxmcd5ZjvHrJJrOy/Ok7oFJMilvniSD1/qxMRE1Oo+18T8gnyZVg9b+YnLCEvix9u00Uwi0boJSmzbuxNwROfVDYsGdivHunVQy90Hn54s5GYeLOqCvO1pI1GBNLS278S6r1fC7NBC7j9FjgTrediDwzAXbTf/Zi6Xdal5tHatpuwc1CVrDVpfwQZtrnVcF+S+Qjs8Wci9CfJlKxNVRuyLNk9xWS5lq2S5fB5OCreUYQRmY7+UZTi18N/4Ny5Gm9++Cut3kiAt5DKAePJJ7fXFFze5ui3BhiKbtvHSzdEV5MbznhZy12Ng9d8byrJdsVKL3gznmJkt5Hbz26min2Vdsqmneuktq+K117BqDLkuyPv317IQierVR5b6iDJKs9LZO52CPCexzOsEhdVc1tPs2sg8o0MLrGgxHPsXzsTmt2eh+9i+MDMU5P7T5qs3sBl3Ixk1Kk/AH4tHAZgZ1TrkTSW/0QW5nS7rQaM7GUk76n2mHHeZoPHHQu6pnxV9dezcCbjIUQZSwiC0cpBaaI+E8rzx0wSsqwvfJG75opWYjVHYVtsBq/cdgxF4AzM3SH91fHi+kChkQBqwhfyTT7T7uGRHuvBCv/6lNKkFWtfsQsW26Apy432bMeSNBXlGBuIOT4Jcjll5ufXPgXDjadLXKkndamu1+6lUZo0nApJ9F/rRwTPDugUt5AMGaL29zALIlSCjgCgL8nYlqxpeJ1SVe13POLC1QlbSNGgj85ScNBQNGQXMmonEnySO/P9gZuiyHgA7d6EAW7Hb1gqwA6nV0a9D7m2Aq1OfrK1grzTxxWOhhG46zbWQz5kDbN6slYFsi+2YjHuVCE9CnUqypipPbNLWGz06PL+rfItmpi1Nbgl7KrM5RgqZF9cn6P2ykIuCf+wx7fU11/it4MpTWkCqNFZuN48gb8pl3cz3+FBZL2U4pldesPrvDeVxipVzIBqTGWYnPV0bq0jbipWcgtwHUyU2icSeIBcLufT8ctffvVsT5OLGHiVBLsll2tdvVa+H4lf07tcNh8L6FvLaytqGUm6puWnIOfkIzJs1Az/s2x+H2s0b5yMdu35eulvIOS737rO+O60jWlXsRlqtf3XII1L27PfftYoKQ4cCn33WsF59CmdYwiHIvU1ceUpe5UmQb9vmfN0Hf6tnEeNVSGkoA+m+Xqip2qZl2ClPzUN9GgV5pNCt4yLM/NLWc+cCv/yinXQiyP2kMrUFUAbU7IquINevCfm93upLx4q7sj8WchkPyO+VvsOsY5poHKdYOQfMcI6ZDZtNc1uX+5nEkXfpEu09iixMlRrPgnzpUqcgN/rFuWWlirQgX7e6Trlkvowr8DuGYmetI7DEA1ZK6lZV5ByVp7VMR7//G4nRKfMwsfg2rFkD02Ice7uXPaN+a0xCsXb9FOV0Us8ZdYHVIQ+rhXzDBmDrVmDnTpf1FvU9B1fiRSzr2rhEGwm9hdxTvWVPHhLt2ztfJzkm84RUVKs+0tN6oaZ2pybIKzPyAIcgt1VSkEcqflxuy35N1j7+uPYsnoySC8ZPqjM083vtbnNYyH1588SKddTf+F4r5MWJhsu6QEHum5oam+Us5PGeaZ2C3KSCPOwx5MXFmi+k0K+fq19clAX5ym05qhTLlXhZvZd4IcSAhbyiOhH3YhIewh1IzUlVg/WDD9Y+m2Xi6mdGMaEfY7qseyehVLOQV+ZrXiaZ9SXmSermoeSZsLnnaLyMK7Gu5QGh+/I4IxgLeVNlz0aM0JyVJmAKxjjyEGxEJ+WuLrHksrxTJ229cFG3W1OG1VktG2YYbFUU5OFGvw375a4uvu1ykcvA4eabA/qeLw99AIPxJ37pfR6iiadJKndiwToqLuj+Wi/NPqaJpiCP12MSyzHkxjjyeBTkkUgdRgJAjxkLu4VcbtzvvaclgNEt4/qd3610XTiEgi9WO/K5HZS/FqfueQXp62W/7rC8hbzSlq5iQOV43unoJEeNAv6cW4y1n64HLh0MM2Kc9NAtNRTk3kku1wS5vaAjsAzIQhnqa+uRkJQQcZf1RsLfiyCPd0tMtCzkTbmsy31gxuFaNvWncCNuwtPIw17lri6XoiR2O+swWc/pvh5yHCOjuty8hgs/kYI8ohZyv+7nH3wA7Ngh9WcD+p7qLr2wGMCOKnPXII8VMSZGFz2DtL8Wciv/3ubALOvxFUMu0EIeJV588UUMHjwYOTk56nHIIYfgq6+c5VQqKytxzTXXID8/H1lZWRg/fjx2yA0nhomYy7oEpZ15JnCHQeiKpVxiS40jyihYyMsXLEYv/I1R3TbiDjyCk3e/FhMWcn1f9UG68I8287EPLXH1Vyeath65e4Z1gYLcO2kVmmkrsWtHl7wITbmsJyfbQ3qdGev6NiXI21Rtwhj8gFbbZGhOmiPIpWBFMBZyb1n2+/epw7KzJuPNjKvUe5ngSUEV3ug0QS2Xz8NJYpFjZNQyD7ZMrRNIrKYgN5WFXCdAMe7DMc6ULuuxIMaM1zct5L6hy3r8Wcjz4liQR9VC3rFjRzz88MPo1auXKqn2n//8B+PGjcOiRYswYMAA3HTTTfjyyy/x4YcfIjc3F9deey1OPfVU/PTTT4hVIhpD7s4zz3hcHOkO8JQfrsN9mIWZuFW9T60vjw1BvrccA7AWacky4dFVLRtw1iDU35CAgrpN2DR3PTqN7AazQUEeGOsTuyMRe5HWpysm2iaj2J6N2yuSkN2Ey3qoLeTG67VB+HsR5IOXv4/rcRvmLjofwJuh2YE4rUMerIXcaz87aRIky8czA68GHGk/pr26F8dd3D68lnEHM1udhhl/d8XQIaNR2mMI2r1/Kg4dkIVpYf/m+MZvC/mXXwJ9+wI9egT1Pd3LFuNu/A9t/5ScF/6VSouWy3osWMiN1zct5IGLyng/JvFiId+zB3FHVAX5SZLt18ADDzygrObz589XYv3111/HO++8gyOOOKIhy3u/fv3U58OHD0csErEY8mnTtNHioYcCubk+V420IG/rKHmWfOAQ4Fcg3Ycg9+SyblaRmLB8KZbgYGwqlNSR69WyzDaZWJx1EAaVzsOGN2eZUpB7KtHFLOveuSHnDWzYBywYATyTPVKla7i6zn+X5VBdZx7r+noR5LY0bYWEGo5yohVD3lQd+oRqbSP/wjUYfVCbiE3a/pByHGbiOLx7ICC7uANZ2BfCsArSDAu5zAJJqVlR72KoOOSQgL+nc+FfOAsT8PuaI6MqyP1xWY81CzkFuW9oIY8/C3k+Y8ijT11dnbKEl5WVKdf13377DTU1NTjqqKMa1unbty86d+6MefPmeRXkVVVV6qFTLKNhdWHXqIfZqamRUVYC7PZa1NSEz4U56ZZbYFu/HrXffw97ExmBkpO1fSov1/ZJP47hOJ7GkmctR/UDXgIyUOb1uyor5RS2ITGxBklJElWZhMrKetTUhNeNMxgq92kj9pqENJffs2vACGDBPNhnzkRNzbkh+75QtVNJiXZc09Kk7bUkB8nJ2rKKCnMe62hSWKidkxkZNcjOTkJxsQ379kn/41ynvFy7ppKT6xraJyFBjmMSqqtDc0w1gaiNZGy2GtRU1SOxd2/Y0tJQ266d68gwTVsvobrCEv1ktPB1TRUVSQRYIjIypE3r1bLUVK2dS0udy4SqKr3fcvbzSUnaupWVnvt+PZHaavRE/z3Ofjjc7Nmj7WtOTq1jAi4J5eXmvu7DeY+KFHv2aOdTTo7ruWMk4fXXkbh3L+w9eqB2//2Dcq9JyNd8d9KqCiN+vIztVFam3VNSUryfWwkJ5r7H++9Jk4zERDvq6mobjDCe0PuPsrLwjgfNek1VVmrXQGKi8xrQx6MVFdE/JmZEb5/KSm08kZxsrWslN1e7xnfvttZ++8Lfaybqgnzx4sVKgEu8uMSJf/LJJ+jfvz/++OMPpKSkoIXb9HDbtm2xfft2r9t76KGHcN999zVa/s033yDDr2Ke0WX7dpnhboMlS/7E9OmOLOghJrGyEieu1yy032zZgprp09XrDnPnov9//4s9/ftj0Q03NKy/b5+kAm+P339fglatNjQs//bbb0O+b6U/74JI0r3Iw9Li1cpVU2p3T5v2ORLTGpuEKivFy8KGn376AcuXt1KVy7ds2Y3p0+fBbBT/thaSw7oSyZjuOOZqeY92wAKg8/pZLstDRXPb6ddfJS5xOKqrCzF9+my1bMkSbdmOHUUNy4gWt11c/A/1+rffvkf32jbojErM+V8htm93dsqbN8uEYlusWPEnvv12k1q2bNkfAIZh5045znOavS+7dol59lgkJdXhq68c55WegXnhQpd1S3dpZdDqykvDcg7GGp6uqaVLB4kDMLZtW43p01eoZdu3a8uWLHEuE4qKjpZEHli48Cfs26eZQvfs0fvZpWjTRuufjeSWaOtVIB3ffvs7SkrCWHzcQPsNLWBHHlYu3oHEzXvwLOaibmUmpk8P3BobacJxj4oUS5bsL/Zr7NixAtOnOzKdGqmrw1EPPghJWfDXkUdi/YwZQX1Pye4tkN4ovWpf1K59aaf586V238EoK/Pe//31V2sAh2L37mJMn27i0iQ+2LlT4liOUSKzqeNdWnoogNZYsEDGw1sQb9fUihVSAag3Nm9ej+nTl7iMR3/7zXU8SlxZtEjimw5AYeEuTJ8+H1Zh/XqtH1izRvqjuYgFyn2VijKTIO/Tp48S30VFRfjoo49w4YUXYlYzakDdeeeduNlQ9kMs5J06dcIxxxyjEseZnWee0UTnAQcMwdixYcq6/fvv6snepg2OPuushsW24mIk7diB9H790H6ssx7xm28m4pdfpK0GYezYAWq2Rzrlo48+GskhDlD5ZdYn6nlrZk8cP/4E4P+05aMOGomcTq6u9TKzXFur5SUcO/YIZGZqKcCzs1thrGH/zcKv879Qz/UpmS77V7JfCWrfuQ1d6tYD+QPRYZirO3GwhKqdKiu149q2bW7DfqelactSU1uY8lhHi5Itxdhk74hCtEDnE3/BgVePwQAsxDx8ggPHntDoOj/44ME4+ui+qp0OlBANlW+xZUiOqV6tID09ocntLfi+HPgGyEioZ3sGeU1Nm6a16X779cTYsd3V69mzEyBj7o4dncuEhATt1jtmzKEYJJodwFtvJWLBAulnB2LsWJmKdOXPhBfU8/24B/Nr3sdxEWqnI4tbqkRyaw9YjsK0JByAf2FdeS90HOusg242wnmPihSvvaadT8OH98HYsb0bfW77+GN1v7bn56P/o4+if5AGhzV1y4AXgZz6oohf+8Z2Ki3VfGvbtfN+T8nI0O87znuR1VilReQhLS2xyd/w4ouJWLxY8u3uh7FjtftDPF1T0n8KvXt3xdixnV36yd69tfEo8dxOffpox6ZDh9aWulbS02149FGpRJBnqf32he6pbXpBLlbwnj17qtdDhw7FwoUL8cwzz+DMM89EdXU1CgsLXazkkmW9nbhbeiE1NVU93JEOxAo3ZrGwCWlp4moSpi9ZuVI92fr3dz0mrcTCDCQUFSHBsFyPg6yrS3S4C4XvmNYsX6eei1r3QmbLTNQhAYmoR21xTaPvMnqBZGcnN2Q3rq4WV+CoFhDwTIUW1FOTlO7yW/K65GFp5gEYULYQm9/6GV0ODy45jzea2076cc7IcB5XPU62qspmiesqUlRsK0MBtqIVdiM1PxPVKVlAOVBfXOFynPSomsxMuc41t7uMDK07rq0NzTHVXSFTU5veXnKWNphPqqtiewZ5TemT4Lm5zn7S2Se59p16fF9mpmxHe63fturrXdfVSarVYshbYzeyl/2K5GQtt0o4qSquUmJcyOvZFpXbtLCb1HrX89msWOW+7wl9DJef72EsIHWznnpKvbRdfTWSm8gD44sWXcXqDOTaC5GYmASbcguPLNJGdXVa/5eW5v3+rV9PNTXWv++kpDT9G5xjrzCOB018TellgMV1X+8T9WNSW+u5nyQa+vWUmmrS8bAX2rTRnvfts/41ruPv7zBdK9XX16sYcBHn8iO+//77hs9WrlyJjRs3Khf3WCUidciXLdOe+/f3q/5JJJNoJK7Vpo9ruvRUA4ND0/9AT6xCabo2aPCVtMrsCVDqyrQBdW2yITuagz9G34ir8AL+VzQaZoNZ1v2nbKtWg7zEpg2Qq9O0+My6wpLgs2wHSaPvePBBoKBAsmc2WjcxU2vQ5Do2aDjqkHtL6tZUHXIjybWGDIp7I5OCtmi9luq7XmLIO+UiJTe9QZCTKGZZlwRu4rYmJ9C11zbre3I6a/f9JNQ1Ks8YSeIty7o/Y3Szj2nCjd4XesqyzqRugR87qyV1s8dZioCoWsjFvfz4449XidpKSkpURvWZM2dixowZqszZpZdeqtzP8/LylLv5ddddp8R4rGZYj1jZMxML8k/SzsZ36ITDRmnJ/DbkDMKOCqDcw3frg9yEBC0rvdlvXvXl2g7XeRDkuVeeg5e+BHr+CjwK62RZpyB3pXKHQ5AntYD4m9Q6BHl9UYkfdci151DlzGn0HZI3YutW56yfgdqefXEbHoWtRXvTnX+xkGXdW9kz42CpqX7266zTlReNkFAYmRS0xRv2QQwWRbYWaJmU0CDI0+wU5IHe1+fMAbZtA9q3BySPalP3eJ9Z1jds0D444wynSSlI0vPSUY1kpKAGJZsKkdXOcAJHkHjLsu6PUDL7mCbcMMt6ZCZ+zFj2rKZGS4BovJ/GOlEV5Dt37sQFF1yAbdu2KQE+ePBgJcYlRkV46qmnkJCQgPHjxyur+bHHHosXXtDi6GKViAryAW7xN/pUfFGR5jsvSjfCHeD7u4/EVhyJ+Y7QET0szlNOBKMF0GYz/81rW+vBeAy3IqvTAJVEx8jhh2u/QeJ+RTN16ABTW8i91VeOdyq3OxJvJWsW8roMTZDbS0pd1/NYh9weXgu5l5Jnii5d8DhuQ7c0800IxZqFXPp4vZ8PpOzZi1m3Yc2OTLyAa5BSEhkLeflmTfgXJ+ZB7g6pLbQflI4K2OvtUXFvtpL4PmTGJJRVJuK4nyZgsyFHa8eOwIzDp6B/nzpVZz5gC/m55wL/+EdIZkSlDU9pMRObCrPwblIbSEqlaODJa8gdWsjjC1+CPF6PSayXPcvI0PZZ9l+s5BTkEULqjPsiLS0Nzz//vHrECxGpQ/7BB5LCVbIPuS7Xp+JFjMvo0pEEL1KCXGbDRIwKvXppzxdUvoIUrEf9iouAYb19Wm7NfvNa3/4Q3IFDcPEA4Co0PvQn9luDDsu+xdJXB6PDvZJd1RzQZd1/anZrFvLKNE2Q12dqgtxW2rTLun7NR0OQsz1DJ8j1OFdvFnJj+wbisi7b2APNny+tLDIW8sqt2veUpmpmi7SWWieQADuqSquRmuNDPcUbkyZh2cpEHDvXKb7vQSKmYCLewEzMwQjcB018X7x5Cvq/NxHLzpqsKom4I04s+vnktQ55drb2CAGrWh+KVYXAvuh5rPvlsk4LeXzhSZDHwjkQrWNnBWw2zUouxbT27PFsP4hVTBdDHu9EJIb8gAOACy5ofKeX0WO/fpJdz2VkHilBvn7hLhyLr7Ff7roGt5XTi1/DXXgIiWv+brS+u5XR7DcvfVBudFM2ckvqv/ASrkLq+2/CKi7rWqb76OyXGandqwnyqnTt2rJnaQPmhLKSJo+pfp2F2mVdXRcSjOVLkKMSB2MBBpf+HJovj0N8uawbJzqM/agnC7m3fja3bCts0LwoMisjYyGv2qGZaSvTWroIcrVsH91jjIgYF5F90WZn9vn7MQHfYwyOxA/q3ibcgymYjImYiMnKcu6pDrUxaszlNr1zp9SdCnlwpZdoNdO5rMerhTxeJ0o9HSu6rMe2hdw9jjyeiHqWdRIFl3V/3NkR+Q6wZPocfI3xWFp7kBRA074zSTM31RWXNRkja/abV+LeXeiMcuTaZHDbuARf2nGjgUVPo2CNueqr+rKQ68c7ntyKfFFUl4UlGIDCPK3E1a4BozHxx/uQ1fZAjIxmUjcZaYsLiu4v60Zm8TYswHCUlUiMSBTNZBZGP7yeXNaNFnKjmPAUQ+5tQua3oh5Ih9a5ZdVEZqSyPmcIZmAKOvTqgqGyj1kp6IVVKEc6fk3KQfC5vWPvvi2W8YsAZRHviM0oRg5Ow0foBq2m/CFYgEqkIhXVmIDJSqxjk+bePtotl6cujOVccvGW+9e/gClTgAsvBN54I2T7f1z1Zzgai5Gw6DjgRGlpc7qs65/pYR9RGyc1A1rIm3esYmFSJhLohhKrWcgF3SBHQU5iW5B/9plmKTvySM0a7geREuQVS7TCyYWtezk7lRQtiLyupHEQudVc1kfOeQAT8Axm/nGnpLxu9HnvS0eg/iEbelSvwK4lO9B6YFuYVZAbB00U5E5+6n4BxuEC3Hw0cLzE3g4ZgSkYgROzgdsjnNTNxYNEt45LAihjQzpIyUlrsJSTwBGDZaAWcmlvcc/zp/0lXlsX40fjG6xN7o81CD+rMobgAQzB1Qc44423ZvRUOT0qTNrPRgMR1eKmLiI7EXWYhPtcPi9Fpoq7FzFehRRNjDuQWHO/4sfloOvheyeeGNL9P37PWzgEH2LWXzLFMtT0Wdb168hDV2bqRH0CY8j9hy7r8Wkhz4tTQU6X9XiLIZdZ9euu09ze/CRSgtxZ8sw/Qe4+o+6sT+ms524mbJW6z7rnUUTLHnlYlTZIvV7979kwC57cq2Xgod8kzeqREA0kH6KglwXWQzxLSlzFW1MW8lB4pLp8h1wQo0YBXkpG6oI8EfWorWQMQjCTVnqb+Wshd7cE+hLkUg9cZwGGYW1VgcdEl6FGHxDpAySBCR0bYxTVz+Oahtc1SMJALMajuE1dWyLGRZSL27qOiDm/MqxPnao1SPfuwCmnhHT/a7IcITb7ouezHkiWdeP6UckVcPYUdO0KjBkDnHOO9izvZbm3JH2htpDLWHHmTODdd7VnT6EPoUK2PWuWDbNnF6jncH6XEWZZj7+yZ8b7jcSQxxMU5PEWQ750qeeSZzpS01Ru+O+9F/EOMGe7JsiT+/VsWFaXqglye5n/FnKzzignVHtQtm5s7z1KPdd8OxNmwZOF3FdJp3hGH0jrgjwnqRwDsARtdy72O6mXEIq4fBcr/P77a6O2Tz/1uK4xOVdlIWdYAkW3jhsrQzRlIXcfKPnqZ43x2lW29IgNVtLWr1CCsl1GccOym2ofxVO4EXVrNFds4iqq78RD6lnmZ5JRi2dwAyZjEj7FOPyN3vgRo5Rb+wRMQadOmmW1SQu5KKAnn9Re33xzyAcI9dnRDyL3x0Ju7COjdY/3lCvAJVHfysTwWsibOSEQEIbvOvroJDz55IHqOSzf5QFmWQ+e6mrN/You69aBgjyeXNalB5O6Wr4E+e7dwLp1wI4dERfkbUu0fcs90Gkhr0vLdA3QhHdLk9kFeWK1Nqi2ZXj3s0s5RhPk7VfNMr0g91TSKd65bM4FWIr+GLD+S/W+w9ZfsQSD8PDq0xrWMR4vT0ndQuW27k9MpidBXl3MBm1OhnVHtciQWsh1QV6LRNya9SIexy0oWbIB4ebMBTdhMQZjyJppDcvOKX8NN+IZ2DduCvv3WwUR1ZKaQUT2zXgKP+MQPI0b8T2OUAnd5Hk2RmIQlmArClRCN0ns9vVhUzze6xtZyGUibe1abaR6kUSqhxjHFyWWRF+Q++qvJMQjmhZSPVeA5ACQSRXd08GfRH2hspA3d0IgECL5Xf5OXtBlPfYt5PlM6kZiXpD//bfmuio3X09+csYRgD5FHyFBXr67HO3rt6jXBaOcFnJ7usPcVNG0hdwMs+e+SKjRdjghw7uFvNclI4HHgW5VK7BnTSHye3ireRNdl3XjewpyJ22LV6M/lqMkTbsbprbSfNbT60q8JvXSreHu8ZFGS2tIXNaNStGNxJRE5V4rFj2jezTxD0/x44FayH26rBdqgrwC6bi4+mX0xDIsWnYCcHwXhJP0Cm1ElNzW6bNenZguvtioLaFrjI7cr1Vd8fcmOhO2AbjXUeZMRHmRIwVeHvbijU4TcNZh0OqQowkLucRCPPaYtuDqq13r6oUIW552n0kqM7fLuqDXKI7GPd6YK0DQRPn9fiXqC8ZCrvcf+m91Tx4oyHcaJwTe+GkC1oUg4Z37d+WgCPdiMm7BEyH/Lm/QZT34HAaBnGdmIy9OLeQU5PEkyPUM6mIdN2YTaqL+SSQ6wM2z1kCqjO+ztUTLnvnOzMKHXY+bfjsXxw9oj9FNCEX5SXIzl5uXGQV5kh+CvFW/1ri4yw+YtuEATP0zF6f2gOld1inInWRUa9dNSmtt8J3eRhPkmfWNBblcV56SeoXFQi6jQ7Gw/ec/WkJHD1QiDckopYU8hILck4U8GEFeXaRtoNKWjjKpCV7lrBEeTrKqte9IL3AK8hoR5GKtpyB3QcS11BV/6bsJwG5tmdQdF7f06YdMQZ/ly4DFQIe0fcoJLTHRmdjNp4VcRqXFxdqFLCFlYSApX7vvp5ZH30LelEVPDoNcb9EQZMZcAZoQvt/vRH2hsJB7mhAQcSy3EX8nBPzF+F0tsRe34QncgieRAHvIvyuQYxXvie5UGMHKRDVZIu2jIx46MinYp2c1cOCBlraQ58WpIKfLusnQrWVhSepmFOTe0IPWIizI/y7tgPPxJl7u4pp9vKZ9Z/yB/bEd7fxycTNzZ51Uqw1gE7J8p4ZNHzsGxcjFLJN4rVOQ+09GrZbVLa2tmyBHGepr6316HIg416/7UFxrLlnW168HtmzxmQ7/yYx7cCceRGVa9L0yYs1CLoMjfbLVm2uur362PCkHr+IyfJ55NioztAnLmu3hDyLPrtVMtRkdDYI8WesI6kopyF2YNAn9352AV54sRQE2Y78eJfjxRy0CbOD7E1B3pZbsLadub5MT7i4WcvHfXLIEWLgQaBueyhspbbRrPq3KGhbyaN3jjY6FYpUWMV6HBL8S9YUihtx9QkAQMS774GtCIJgEcJ6+S8S4eFL5O/nQXGghDzyMYPnfSTFjId/DpG4kZi3kTSV0i6KFfOn2fLyF87H40Ctdlutuu54yCnsSNmYW5D/knIIXcSVqOjtd8j2hzzabRZDTZd1/sus1QZ5ZoF1Hme2yGwYyEpbRVKxkKEuf6d+TnlyriXGhc2ev67/a8p94GHeiLM3poUICjyE3YpzE0q+TYCzkRbmdcQVexSMdnkF1tjZaqd8dXvOBTCC1sGvKMLuLU5DXUpD7pPVPn2AzOuHVwtNVX67fy/VJjZzaptutUQy5hJsM0ipwhAP7sOEYiVm4Mf8tRAt/c15EM4bYmCtAdxmX7Plf4IQmE/WFwkLuPiGgI/vgcUKgGQngjN91DRzl9hyJCicbBLmvyYfmQkEeeA6D43+eqNbzFApnFfLjNIacgjyeBPlrrwE//QSc5kwwZRZBruea6+XM56bosG8pRCYc/PdbAVnIzSgS/93iZlyNF1HTf4jP9UYeXo8HcBee//MwFK6Nfo/ELOv+UVNegyxoyQezCjQLeUZ+urJeCGXbS5oceIbyWtO/p1X1Vi2GXEY1PixsZp7MChehKh3UlIXc2CcFk9TNeA3W5eZHxHxQsqVYDfSF3K7Ogth1DkFeX84L3xN1hdp1XpPmejLkdNUEuUxy6N4yTVnI+26f6Xk2OsRkdc7DHIzE7+V9YXaX9WhayPVcAbr40alGSpOJ+kJhIfc0ISA8hH96nBBoTlI29++ahIlYDS2GboKykTc9+RDOOuTxdJ/yFEZwHyaqdhGPBa3tRaSLG7sNy5blx4SFfO/e0JSAtQoU5PEkyEVsH3ooVC/qjTZtgB49gA4dIirI2877FEfhW/QrcJbXEdrv+ktZ7Uavn2p5C7k3S7M77Tok4KyUaTgMP2Pl63MRbZhl3T/xJgJGJ7sgRz3bEmwohTYwL99R0uR5EA5B3rpio/ZCrnsfid16JazB/vgdNbsdxdRjmRCXDtKLQLgLcunH9QGRfh01ZSH31PaSaC8XhchOrW4YrSQWh3eyrmidtv0yZCAt1zl7UJeiXfj2MgpyT9iLtdmZOjdBLpMa29EWK9AXxdu9i2zpVzZuBFpjJ454/HjYxavFGCwaBozz8NEaAPvrsh7tLNt6roCpHV1zAEiiPlnuLVFfKCzkxgmBh3BHw3oizSa4TQg0NyO88bvewAXYjvZ4ExdovwFJfk0+NBdPojKeLeTG8ICN0LzdklDXKIfBvn1pXu8zVhLk1dURmY80DRTk8RRD7g8yKhVz9TvvRLQDvGb5tfgWx2BAwnKX5Uk5ms96So33LOvGG7h7VlIzkVW6HXnYg/SUps1wm7tr5c8qZkTfb10XEnHrsu6neCvZXaVKnq2y9UJyhnME8Ur2rSrbcrEtNyou63mlG5t0Vxee2nI6fsdQpP8xD7FOqMv5eLOQe7pOmooh99T2+bM/QSFa4tm/j0NCa81CnlISXgv53ppsNXh/Ofs2l+WfDX8QfbEcCwdfGtbvtyyOk6EuI6tRacGemdsxEEuxtzrLZz+zYoXmJpxcW4k/intg2a3/DmvN5xY59bgaz+OfdQ+gbHeFqV3Wo16H2pErQNJy6HQs0HIFyPKm2qm5dcj1CYHPW12i3hcjG3VIxIfpF7pMCBitqWJPFVEuws1oTd3kSMrmDf27UhLteAlXqSoPszBSua2vyhiMjNQ6v7yLgvVE8jR5EfX2jyLG8ICDsaDhtXsOg5YtKz16F1iFzEznfsdTHDmzrMeLhVx63Y8/1pTEuHEB/Wu4BblLybPRvTwK8uTaxoJc75CtYiH/bsdA5GMPVm+TWH4fcfzS/keMAla8gjbLoy/IdSERr0ndGsSbIbmNi3iTQZDcOFI7YCiWokN7wBGxrXi9wwSsXAmMcVxHkbaQt/RTkNcmajtUXx7bDRqO0kG+BLlcNyUl/lvIPQnyeoc1WuK3i444BYPePgRdO7fF5wgfu9AaD+AeDOoK3GxYXtG6M1aKNTWM321pyrSTwe4myHXLj3hTiCtm9+7e+xnJZ63H7a6s6Yaz3r+3oZ8JB+kZNjyFm5CCGmxbdwGyWvvwojNBlnUzWEgTbE5XAtlnf/uKYCzkLvdYmRAA8PwHqzD3zMPQE6tV0tu6qhS0e3uT7Fgja+pah6u5tG8gGeH17yr77nhVOaDdQBta5fYCfpqN/PJN6PWf67D3P65ZvtWEgD4p0URGcJd1fRwr1iF3DSOQscf/4VW1TELiJuFedS+Tlp/a8R70778HH39ss6yF3GbT+sodO7S+somhS8xAC3m8CHJJ9/rMM8Cnnwb8r74sN6EqeQa95FkPZ/IgITlXE+SpdU3XITe7IE+1azucktOEzzqA7hdrFvI+5YtQtDF6LsQSetyQHCwOBXkgbn9FjmbK1QzhDWRnu4q2SFvIa/LaAaNGAfvt53P9miStQWvLTXjxhBBXy5HWrrVICMhyFA4LuU9BXu4U5FndWmMJBmFNSRuEEz2hju4+6KuUG3GSWFbi9WTwVs7HvZ95H2eiFfZgL1rgLLzfpHtxc5HQmiKb5rdeujk6Uy1WyLJupLLQeeOrrfNSRtYDgVgufY1ndub2wgjMxTG91iMLpcqo8fdHf3m0pj6Iu5zbDCAjvE5m+S713KY/YC/QJmtewv9hL/J9ehc11xOJSd28hxFMwT3aMtTjSdzSkMPgq0Mnq/WsbCGP18RuFOQmQmK39PitkAtyveTZgAFN+8wPHapN3zsSu4W7A9y7YJV63pLhltFNvruFd0FupbJn0q5p0G7gqS18lz0T2h9YgA1JPVRnu/LfPyFaGMV2PApyT+KtEqkexZsuyBsyIzvonLoD/bEUVVv3RDSpm94uG4+4SPMTvOkmn+vXJWk7ZI9xC7mncj6JzSzn05SFXGjKQu6r7fV4bYnfjtRApXLtVgzEYnTJdBTVdtBn5xyVZbnP0mnh3QGLklhR6joTZ+CePTfhLwxC2jefee1nJuI+nIQv1PI8FAY9SRQopUlax1W+NTqC3ApZ1o1U7HGOSerq/A+8DyS219d4Rk/8l1+QhiVtjlSvt74+vZE19SnciC7QvKQ+w0l4BLf5nRFeJ6dK6wPq87Nw3E/ave8uPOxzgrq5MexNCXKzjfEihR5GMCP79IZlOShuyGHQr7cW92rlGPJ4rUVOQW4ijB1TyGPI/alBrn/x8uVaQFSEBHnlEk2QF7VqXA4spaVWRyijvszSFvLaChnuaw2cmtu0hVzY2E2zkpd9FT23daPY9hZDHsuWMnfxJu5+YmHw5PaX++1HWIIBuGXbLS7buH3NFViKgWg9++MmXdZ9JfYK1wBXpy45PlzWvZUOkrjIQC1HwVjIvVkCfXpHOC6y+tQ05KeX4y48gH/uvAX2+vBl4Oryw1QsxmBcttqZPErovv1nlWW5/5pwOsxbl99bHIHXcQnKujcuU1Zg34RBWAK7W5I2Yz/zhnJa1wjIvbiZlKdogrxqR3QFuZmzrBspTcnDNfiXem2rqY64hdxYq77yyBPU6/x5Xzaypt6IZ9T7LzEW4/AZ7sCjfmeE12lZp1nIN1e2w5YtNpcJ6ioke5ygNk4yTVY960RUe1k3kHh7s0zIRA1HDoMph89oWPTiIyUNOQzqJ2phWFYueyZQkJOool9AIbeQy4YliNUfQW408Tl6/HAL8oS1Ws2zmq6NLeTp+ZqFPB3WtpAb3dv8FeS20aOwC62wYVMY05g2gS62ZZ7GfZIoHizk7uJNxLjEbHly+0vYtgUDsAzt64wR5FL+SLOU1Rf5X/YslC7raYk1AQlye6XJLp4Q46100L9xUcCWo2As5N6Ehz+C3J6ajrx8m4rtvsn+JEq3Odyjw4Gj/6/LdfVZt2VoPyixOo7S3wbAtPzLcRleR8lBRzT6rMZRQ97uVkPe2M/ciQe1dYJ0Lw6WylTtvl+9y9wu62YRZOUVNszAsbgA/8E7HVwTH4Y6qZsM4SR8zEjvzx7HJnTEResmosd1Y9WyASXzsHeVMwtWr06VKIfWr7+AqwPOCK/n+Ml0jL8Kk50u6iK05V6YgloltN0njoyTR3aH1JBJT38nmcRApXuMekrqJscxnkpiuWMrdxqpevRObKQZrFz2zCjI4ympGwW5SS3kIRXka9ZoV2dGhn/ZEdxqkYdbkOds1yzkyf0aW8hTO7XBKMzEofgZtTV2y1rIjYLcWELIF51uPxttsBOX7XxQJYUyU8kz47JYFuSexJuEEfyA0Y3Em71Q81mvzXL1Wa9Pz3JRbZGsQ56NYpx4WipQUNCkK4M92eGyXlEZN3F4DxhiK6/CSwFbjppjIQ+k7BkqHYI8LR3peemocAyy9dJk4aChrJqY4AzYMnVBHsOuMc1A76s9eKyjXp/c2LfXaz9zFV7Gk7gJg/FXgxUyEjWfqzO0fqtut7ld1s1iIZfkfGvQE//FBZiXonmzhSupm6ffm7hrOzpiC3KSKlBwSGesSh2o7k0rnv2mYZ13u9yhJu8WpI7E/ncchxwU4ZSei/3OCC/sW6W5q4vozu3oXC4TRfJ96regptHEkXHy6BR84vxNfk4yGScmPbmsu68TdzhuOo/hVuzK0ZL2BXuemZH8OIwhZ5b1eBDkurt6v34+6xA3JcjlAg/HjORdKY+jDZbghuNGNvoso0UKZkO72Uleo5xk/wS52URidZE2eJX447RE/+bBuvRMViVwpLzKzz8Dxx6LiOPLvToeLOS6eJMEND9jOA7FfLV8KwoaxNtZh8l6E4Ai7Xqpz3bN6lafme0yUvfHZT1UFvJO2ASbXLQixj3NqhhY2u1EzFzTER3bDUe8xOF9+MNluHvng8rSU40UZTmS9vTHcuRJkEu5Fn8t5IGUPVufux/exVlI7rS/el+UkIf0+q0oWb8HOLwrwkFKiTYSSmjlaiFPdAjypBoKck8kF+5CFtKQlSEng1tfn6dNbiQV7fXaz4gI1y2IkrxP0oW59DNhosYxkWjfF3lBLl2U1bKs25ctxxt4GGvRHdPK7w2rhVyQ42PswhOLDT7rkoNnvxPQa8ES2L/4EnjubHVMn349G4twN3In340L+iyXQBMUrc5Fgk3+179EdDvqW+Nc/IiuecX4x4C9KCiw45It96tzci26ojvW4wOc3pDlW/pQfeJIzwg+GIvV+9dwKTagi8d1/RXkxmMix9KqgrO5JFRoFvIyZHo02MSKhXwvBTmJqRjyVav8S+jWhCDXO0kpSRAqysuBr3YdCOBAPHF448+l85Xvk5uLrJuTY1GXdaThVVyG5GSbIUKwaSQ59vr1dsyfUYxjj3VL3x1lC3k8CHKjeKt//xvNj1RcAbEKd3V6y0W8JZb4TrOe4Mi+HEkLeR9HMh9/PGOW9T8Nz353Gu4Ko1usaXCU8/nwjzKctf+7yEURzjimEO9MbxmU6AmlhdyTIJ/ZWRxjL8DDB2nvi1Py0a5yK8o3h2+0klquDfiT2rgK8oQsrTNIpiD3yEfrDkAHbMbyLb8CGOryWaJjciO5dK/Xfua5r2Ryz7k82EmiQPnlkBtxz4rzcGSPHhiNyGJ0T7aKhRwbNuBCvKlebt4tYxgtjrspArFcGtdx/73Jpdr1mZCvCfKcS0/HwwuAH/eejOl1wMKFwKJF2vG85BIgJ62HSlwpfd2237ag/UEGc7cPdpZI7fHR2FtgxymJn+HrwyZj4AeT1IS0JH0UQT4Xh6vJI/eJI32SaT6GYTgWqPJsMtnkzySTPxbyaE/KRJOESqcgLy5GzFnI8yjISUzGkN92G3DRRf7fwbzEkOsdoL9Jovz1ptcneXUXFSMixq9NeQVpVYWo3HoZ0M45OPRkadRfR/1m7UZpRhtcgVfRLh8BCfIz2s3CAzgHe17rCjwZ+WzrFOSaeOtTXYfK9x5uWNQbq5Tbn3EwkVSujaJtea4u67ZsTaUlVvhvIQ+VIO8cgCCPm/Y0UJmYiWyU4GVcifmLv0ZiotO1MlD31UBjyANJ6uZ+HZan5sksX0Pm/nCQWaWNhNLau7qsJ+mCvJaC3BMZ9drsTGp+45Mhua12/0ov3+t1kuiZEz7A1umLUHjIWBz/4AhlQQynZVynumd/SH6tXuHV/R4x3q+tEkNeW+zMofDgzsskGtqv/wvEcinjH/m9cnzcxzSpFY4Js9ba9Tn44qE48vahyo7y0kuA7fHHMB7dkDV+HFq1ki9LwerU3uhZtQxbvl7styDf7Siy0Lq1NmMiWbxl4mjq3An45+Zrtc+wC692mtJo4kifZNr04VIMr1uAXWjt9ySTsX2N42F5rRtpzDbOiyRJDkH+GG7HzC+zgfOvjEkL+Z44iiGnIDehhVw6m1BaodXG2gRQs1YG7z16NIz+winId3y3GFfgZ1S2OwCAw/zjxoTqCWiNnfh73fHAAXnWtJD7EGG+GHhcJxQ8shWtS3ap5CoZrbQkd5Ei3l3WddZ9vRI9UY562JAAO1piH/at34uWPZznY2q55lGSlOdqIbflahbypEr/Y8hD4bIu7RKIIM+1F6IXdiJtj7jaFiAeEK+bfdAGtBmlWibhYAiFhVx/LxOzMtg03gNqSyuRgGSkp2sj08rMfGVFrdkZPvNBVo227fQCVwt5UrbjvlBHQe6OZL3PsmsTb+mtG58MqR1bYxvaYY/ddZLDSM9ln+FCvI2ZefkYPTqMQeO+HeMiivF+bZUs63UlTkGeVu9/gsNALZfeBHlGpXZ9prR1hEHcPwmP5iTiisIJuPfa3diMCbgaVTj2q1+w7Oyvlfjd1WYgem5ahtL5SwAc79f3J/66AFfid+TZ9lPvJYt3/+RkrK8DPhvaGvgTOKjzTty11sPEkWOSqfarEaq/egY3YuwnV+Cok9KbnGQyZqM39oX6JIX0p9GelIkmSVWGykNuF63cP2pqbJa2kOfHYQw5k7qZUJCHvAZ5oDz8MLB6NXDVVQ37o4eeh7oDTPr2K2WduqL8aa/rVCZqIrS6sNyySd2qSqpVQpXslMB2rNPIbtiS2EklTVkxdR7MaCGP5bJnOtu/EPdTYHHOYdiW0EG93jLTEQriYA/ysQUdkNSulcvyyj77qSRNP7Y4NeIu64EI8kP/eAF/ow+Om+d/PKTVqd28HSMxW73OrgyPIA/UQu5pQuau+SehDkno9/vbrtm6d4XPfPBcwo14Ajcjs4+rJa12yFAciIW4vPWnYftuq1JdUtVQ3jKjTeOTIXHMSHTANpyd6b1kXFrxTvWc1CGASfQQ0LF2Pa7G8xi6QjvHIone34nYaipczywW8rpipyDK8FAFxhuBWi69jWmyajQLeXoHTZAvW5mIyzdOxJs4D2vQA2mowkIciGH7vlZu4/J5VW+tFF/SChHk/tF+4Wd4EVfj6J3vuCyXcWFeX+0cbVGzy+e49ea2zv89oGexX2NcXxMX4U40bAVeLZikxhsKN5/1ujrnDIbVLeR7KchJNAV5SOPHN2wATjoJuLd5g+xwdYANJc+6NM6wrlPlEOQ1RZ4FuRUs5BkLfkQRWuD9TYcE9H+2BBvWddKS2hV9Fvl65PGeZV2n7pff1HNhjwOxI7sXipGNXcsdvnwOrmn1vsp6W3OEa/a9mv0Owi14Eh9lXRTxpG6BCHL94rFVm+ziCSMpi3/D9XhOvW5RG5wgl7bS+5tQxJDr23T5zBGvnZilbWze6DsxCH/hm96ay2g4rvuHam/DrXgCub1chWFKqxz8hgOxrLZ3WL7bypTtKHW6/LfN8jnI9JYgNatcE+RpXdoiknQoXIbncS1OWfckIo1xkqop70CzWMjry5zjESnnVVNWHTYLuaffuxz9sAz9kNm1tRo7Hjt3Ah7CP3E+3kYuNIEmZdEkVlvivY/7aQJShw5Uy/O3+S/IE/Zq/WJ9vutEs2Dv118ldPsl1bcnx+LCTiiBdj2U7yhpdr12s47zIskvCcPxb1yiXttKXY9pba1T2lnVQp7nR18Za1CQmzCGPKQW8r/+Ar74Avjss2ZtJpSxrUaydzhKnvVvXINcp9ohyI0xWy51li1gIa8r1QbUtYkB+qzLjXCEJsjz/pqJSEOXdY2WazVBnjRsKF4d94VKjDMryzWJj+415iWnW0Mm1EhYyKVmrfQnC3EQag4dBfTyfn3p2NK1Bk2siYMGdWDsU1ra96GmvCbo+PFQWsjd2z+prtIlftvWo7tKorS5zLvrc3NwpA9R9yJjIk1Pv4c4Kd+pCfJypCMpNdHrIFPEhvG8MdKieod6zuoeWQt5ajvNZz2jJvI+6/5mWDeThRylrg0oIWWRspDL+XN03QwMwDJkD+6GOXOAzZuBu+DMcyKcik8dpfMmYNMmYGcbTZB3rViGumr/kgWkFGmCPKFNY0FuGz0KZ+IDPJ9yk897kcShl0C7EVbudk5aBSvIaSHX+o9iaJ1zYpmrhby2NnYs5FVV8XOvoSCPdZd1veRZf4nk8ZNZs4ChQ4Gzzw57B9iuWBPkLQ70biGvTtZqCdUWlVnWZb2uTNvZ2qTABXmn8zRB3rd4ASr2RrZnYlI37bo8uvYrjMBstD7vWHTuL6rL1lC8QKfIW5L19Fp0xCa03vd3k4I8VBNf+nfchsdR+fVM7XpugoR0bYcSak128UQoDtRYczcYd3VpO0+CIhQWcj1eO9EhyMPtzrdvc5nKoNw3d1sji6UkLbsNj+KmUmctYaJRsUs7GcpsHmZmHP3ot7ZjsBgDUbR0c6PP62vrkV+vCSB3z4Rwk9FeE+TZdZEX5Po14U9+GrNYyFUCCgMVe8rDaiE33meNIcMS+7/NkE/uBjjD/6qQ0lBCTyhr0w2vJF6F2/AY1v3t3+RjepnWJya1byzI9dREOzWnDo/sW1+E++vvVKEaap92lzR74oKCHDhy9/s4Dl+r10kV7oI8wfKCPCvL6S0cL4ndKMhNRFgE+dKlgQtyuWP8/rvzf8PUAcqMcvv6Lep1+5HeLXg1KRkeB89WSupWX+4Q5Mm+a0F7outRPbE9oT1SUY2Vby5AJKEgB1asAHZWZOOPrBHoMbx1g7FZ0izoVBZW4vfqAfgJh6JFquukScvCddiEzvhq19AmvQ5CldQtkKzFOgkZ2g4lxZGFvL7EdZKvaPWukMaPe7IoexMfxvhZb4I8OUfbWKfadbgb9+OoJd5zbzSHmgW/YzEG4/OSxgWw0m2VeBT/xKT6iX5b2eKFUmTh37gYX2ed7vFzaeNBNpHjS1G6vvHkT+HavQ0x6Pl9tYzUkSKrY4uG5I6SnM6sgtwsFvLP95+INtC8GYSqfZGzkOseLOK9IuPF9oZSleK9pdZHihoz3APnxFmHTol4Zb8XVGjCX3/7ZxzQc2ukd2osyFu3lqnpeiQW7kZ1Zb3H/y9cugV3Giz3VXuabyE36zgvkjy87wociR/U65RK9xjyBI8J8ayEzRZ/id0oyGM9hjwYC7mHdKvhEOSbZ2k1zwptLZDX0zWTr5FaXZCXOm944o6rHy9PFnKzicT6Mm1AXZccuIVc4sh/7nupSgz20+rIxhXSZR34Vcvnhv331wY/fVvuwKcYh3/95swHULyxULkPDsd8ZOW7jioz2mquepkog72uPiIu6/IdyajWHsmBCfLEOLKQ1xv6lKm4CLvLM0IuyN2vE1/uud5yCKTWa/1HSo62sbbVm5Tla9zWFxAOKrdqI6BSKa/mRmqLdJeJKOJkT3ZXXIp/47Guz3tdpyRZO6aeasjvXaGZGvfZWiIlK7LBnzmdtft+IupRut0/0RQqqqr8zwhtFgt5cXUadqENLsHruAhTUZLaWLCGK4a86qdfsRkF+Lxay1cipfE6dgQmYAom417lpi5J3TR39YlqeadO2nqDtLxuWOJnGLkkbBMyujSuS5vXoh7lyMButMbeZds9/n/JWtdJztp9gcWQM6lbY2TCTMYTgiR2W5vUx6OF3KrW8XhN7EZBHssx5BK8s3y5aQX53l80E+OWjF4+p/G+3O8ejMEPWNbr5CYtgGadOa2vqAxakAs7r5uiEoN9vKwfIgmzrAOZ/34WT+MGnNxRU+ZdB2VjHD7DQXXzsW+NQ7hs0awSJchBQpJrt5rZThPkUi6tbFd5RJK6yXecjE9RiTTYTnFeN75IzEh1iVeOCxxupy/h/3AJpmJjivfQmVBbyAMZaKbVu1rIMztrg+Oc2vCMVGp2aNutTG8co56eZxDk+2L84g/xuSCUOSY59EkPI1sye6Mr1uGizj8i0qS1TFdTeELJpsi6rVvRQq57rE/FJfgPLkJpkmPcFAELeeWmXSjAVrS27WoYM844fEpDAjfdTV2e5b0s//qwKWq9IX0qsT9+R92PTSeJrauqRQu7Zo7P7dF4wkHudSU2LUaraJVnv/WKja7LawtDF0NutnFepKgurW7wpBmApbgn7wWPMeRWTeimQ0FOYsdlfeNG7a4hPZrUFQ9UkEsWKscsQTgE+fyMIzASs/DJ8Ed9rre7436YiTHYlewo8eBmlTXexHWRY7qO2iHI61OCE+SjtDByzJsX2d/GLOtAn0Xv4QY8i2EtVqr3Ugt+W0KBS+mziu0OQZ7YeFAm60v9cqFse0nELOSSYV0mAZCp5WBoitouPfAMrsf0HGfuiJjHMaoWK4+wa1fwIszbYfZmIfeVQ8B9QmZ6wgn4AicgpY0jzreLNlKRwbLEHYeaul3aCKg6s7GFPDE5QbnDClWFFORGyvdWIhOlyM703iaVGXkukx5GduxJwgZ0RWGXIYg04olVbNPOr9LNhaZN6mYWMTZ68XN4DtfiYCzwFFIeVgt59Q5NJFekOSfMpM74srMmY2pH1/reb3SaoJbL58KIupn4HUNxwc9aWVtf7Nlrw2jMxHh8hJY9G1vIhcIULZC8dJ3nzrN6i7b8R4xGLgrxx5ALESqX9WhPykSL8l3OUKsyZLpXPYs5C/meOIkhD6VzNDGbIJe0mzJV37VrYH7wxqxUcqXn5YVFkC/dnIs5GIkxh/leTx/oGm94+uBWfpbxp5nVQr4tty/ew5mwFwwL6v/79gW6tC5Hj13z8Nf/uuOgM7rBLC7rck6IM4Zeqz6WqK2sRY+SP9Tr9ic6E6PtyO6J9kVbUPTrKuDSYajcrg1gy5JzPQ50peRLDkpU0qdgBFnYS57Jb+3dHzfiGfTOBm5HfLCwy2l4a0FPLMUApKECxZvlwLulFY+ghdxT+8t94Zx6rTb0TkdTtuie1+BeXLipCC26hS7bunxf0TpNLO5LyFPv3e9JFUhX8akU5K50/HYqSnE15i89BcA0j+vUZGltV7/bgyDf4ZosK9Lc2uEdrN2SgoeyuiGSRe2saCE/YMvnGIpvUY0U5GEv6jbvJ3eJiFjIa3dpgrwqw3DdT5oE8YNcXweVdV0SvUlsubipJyY6RXqHYwcB9wBdqv9GVXEVUnO8H/Td+xLVGK1lSyApzfNNqTS9tQSso2qTZwu5fbu2/G/0RrEUZPNSXcAdZln3jowjpOVlYrQWyY0EuR5DbnULeT5jyEnMxJAffrgmqGfPDuz/pAfUVbDDbT0cHaCeFKupikw9ihfhSryIghXfNyzzJmrMKsgXdT0FZ+M9/Db0iqD+Xzz630m9GN/jKJS9+g7M5LJuxuMdKtZ9tQIZqFCCuusxziFqcTvtpK1Zrp3E1bs0C3llSmNBLpQlaG7rFTtL/ErqFioLeSCC3LTeJWFkZfaBeB2X4biEb1GBDBz++T8D3oZevirQGHJ/s+wbPVD061AG0aXQ+mhdPDebSZOw7Owpav5261Jtm7+uzVPvZbl8rlOVoO1IdaGfZsE4wV6izc7UpjtqHXqgLte7H2b+7E/wIO7E4dVasqZIs7zgKCXA9lb78LkPA76uCbNayJNrtAv/ZjyFrzAWmYvmRMxCbt+jnTs1WY0n4mTybPRorUiOPLtPprU7oIPK2yMuzxtmrPD53brHkCRv80ZFtjZ7VLPVs4XctkdbvhMOS7qf6Qn8ybIe7XMgWlTs1s69ZNRgHbpifVkrlwSbsWYh30tBTmKiDrkoOZneDJTu3TU3d0ePFw5Bfvxv9+NSvIbe7X0n+ei/8Wu8iKux3zKnEPUmaswqyH2JMH+pGT5CPWf/3nTsV6QFeay6re/4UosbX5N7gEtseH13LdY4eb3msl67xyHI0z3HEVYkZTeUfImEy7p4k+iC/K/Czg2Tfb5ITaxFe2xFfplDyFsU+a0zZwLvvqs9+/rtDV43jj5Sr7kb7Rhyo4W8otyuMhkbtyUUJmrmg9INofHnW7YyEf3fm4iLNk9BS2gWuL3Iw8Wbp6jl8rm7IK8ppoXckyCvy/AuaGtbtcU2tENJTeMOoOOSr1VG6iElcxENPKSPiQhWrEOeUqt1HnWOYXS9WxWYcFrIUbjPdXInAMRja0O2Vo9814++M7tVLlqOq/ACjkn2ntOgpoWm1u07PfedKYWahXx40q94BZdjwC9Tmz1xYZZzIFpU7dUE+R5bK3TFBrTCHpdEjIwhtyYU5LFe9ixY/vpLM2H36xcWQS4lz24vmYDXcDl6dva9UVumFt+ZWFVuWQu5JOFIQJ1HYesv7c9y1CPf+xNqypvp0xyCiQTx5NDd1GNVkNf98pt6LuzhWsc7baBmIc/drVnIyyoTVbbT8ux2Hrczo9V5eAo3Yl9qu4ZjFRaXdYeV87TTgE7YpBade1dnj1ZOd7J3rcVWFOCH3YNhSaFtsPCOGQOcc4727Ou3F2xegKPxDVq11DaWVhp6Qd7cGPLqtZulsBAKketybyhN0UYrFVuaP1qRY3ns3AkNWZmlr3oct6ha5HqiqON+mtBwzG/r+B6GYx72dtAG9sRBmXYy2H0I8r/H3a5qMk/t1riOe2qh5rOe0C46PuvDaubiajyPlD8XRvR79fPdShby1FpNFO1NaNWoCow37Han4cVfseTJcymxWBPktmCMLeJV01G7bmsW+Rbk6b/Mwgu4BufuedbrOvbW2rmasMezy/pjHZ/FQfgFu1r2xuV4DV03+GdQoMu6d/a16IYz8R7ub/9CQyJGyU+jQwu5NaEgj1VBLj3/QQcB48cDuxvXOw2UUHeAxpJnLXv4nuW1ZTkEeXW5ZS3k5828FHVIwmELngx6Gz3HDcBeWx4yUY4VbzlqcUXRQi7OF7GeaT1vnSbIk4cf6LI8f1hP5TK8r0o7N3/qfTE6Ygs+PvYVj9v5sM89yrVxe26fhnMzHC7rupXz2l0T0Rradb8RnT1aORt9d7Z28aRIQKCZ8FNoGy28Rnz99rOWTsA3OBaD8ad6n10RXQu5J0HuLU77yUFvYBD+wur2mudMc5CYU0k5IlmZRZSfgY9wHZ7DFXjNIdInYNMmbT1hdZ6kshqOUpt31+x4JKGs6TTrvgaZGaWaqEnpFNnyljpHbfuvqlHddtHXUSl7ZqUY8rQ6bTxSmOywEPshyI3XdXMs5DvRFsvQD/UdOiIY7I7aZxlrfQvy+h1af1id672kW0Wf/fA+zsCStIM8fr6yuD1+xUEoK9BKcyVVBFb2jC7rjSlKyscHOBNz252GEpuW86R8uzOQvK4utizke+IkqRsFeawKchldSQHlzz4DcgJLUhQJQW4seSYuVL5IzNZiJZOrndlAvFkZzSrIk6q1QbUtPXifdXGZXtVupHq9Z9qsqAvyWK9FXltjR0bZzkYJ3YSC4wYhGyUYWfujulkUFTXOh2hEH5+LeAtXUjejlXMipmARhuBrHIvr8axHK6c7eo3rdFSqOqdmwR+h7W7hvR934wL8B1Nwj8/fnlzjcDst6KKecx01d6NlIffUz1YXVbi4iesUdR2CJRiEnWX+ZdH3hSSA0hFRLsmCVNI2pDSUUDKu5z7JQDQSKxwnQ3ZwgjynUutv0rtEx0Jen+PwWS9ilvWmSLNrfUdZmiZW7WWBCfLmxJA/2+FhDMAy7D7uPARDi8M0C3mHPYt9rmfbo03q1uV5DyKvOOoknIX38VaG5/w4Ox2G8+z22jWRVNX8smdmmZSJFsZ7TlmiNr6v3OkU5DU1sWEhz4+zpG7Msm4idFemkCR1W7bMmTEtmGmyhx4CPvoIuPpq4NJLQy7IKxdrsbeFrZqu+5uUo1khkw0Wcm9WRr2jNptATKjRdighoxlB5PK7ho0CPv0Umb+JIL8jRHsXfOx7LJc+W77ChsH21eiVuRUrjnZ1Rc/ItKGgANiyRYvs0GMu9RhMd1qll6EA+1C9IxOVlS3DYiE3WjkFEaZVWI7jMEMJVbXcYeWUZD/uGLPtSkhESlb0p9d1oX2R4/cI8jvugbPm7hs/TcDUmY1/u46v357siANN6tEFmAXk2fegvqYOCcmJYbGQi+NSoBbymhLt4qqypYfNnU+yMevIZIYuxuVZjrV+XPX1jij9DMOwCql/HwNAs7YRp9hIyPHuOdCufA1m4WIk/C2N7UxUKuTVai7rub2ilGbd0YElFrMOeVNk2DUDQUV2a0AmZCuaFuTGfW6OhXyf5rEeVHogofOJg3Hb9Y9icd0gfFgCZHs5XZMKtQlKm4+sbvpHnkpGSqKxW3ffjZ1ojfz2WqnQ1OqSkCV1i/Y5EC0S1q3BqfgDBbVdtfw0tUDVruJGLuuxYiHfGyeCnBbyWLWQ64K8vxTCCIKtW4HffwfWrw9LB5iwTrOQ13Tp5bcg15OoWNFlPSlEgrzdWZqa6Lt7rirJFW7i1UIu1+Jbb2mvM3p2gN3WuKvUqwOsWgWcMfd6zMVhGLjpK4/bu2jxLdiMTuj33XMNE2+hTuoWqJXTm4VcqCw0R4O6u1KL0K5Eqno2ulJLTLmOrFuLxIaES75+e6rD7TSzn5aJXuq271uzNywWcmlTEdoiygMR5LUlDgt5outFOKRyAe7G/ej4i+fyWoEgpZE6dpTJiym4Gw+qZcvRr+GYy/JOnbT1hBO2v4YncCtyls9v9nfHEn9mHoaPMB41XbxPNLdomYCRmIMDquY1yquSDe1katknOoI8IU8T5Mll0bGQWyWGXPrwrliPnliF4tZaWyeUN13Py3hd+2t48TSm0QVKsIK8ZbcWeKfDbZiB47B0qff10ko0lZ3U3rvLupTok6STtdsbh0buXbUH/8QjeAy3qe9Uv6cmdBZys43zIkXrX7/CxzgNZ218BJUpmoW8em9Jo7JnVreQ51GQk2hhKkGum/ocU7GhFuRZ2zVBntyvaQt5cq5DkDsGz75u4PrgV26YUhvbLCTVagInMasZWd0kjvzUwbg9/TmMwBws+jP8l2/cCXJDvPKjj2qL/vzTc2KwS6tfxJ8YjLZTH0bHvX/hMPyM3ATPs//1mZoJor7I+XmoXdaNVs57MamRldPTekZSs50KsbrEHCMdo4B+GjeqBDaeJhmMyG+Vkj56nW5fv10X5GltczEt+Uz8Gxdjz+7A3PX9tZALxnqx/pY90zOZ17gJcknuKMeg37KP0VzknjPjcM3r4FscpZZJbXbZvnghyPKvD5vScG+qS9H2xV5Gn3Ujr+ffjtPxEcr/n72rAI+rTLtnXOKeRpq6GzVqtJS2QIu7s8hiiy7OQqG468LCzy66uC20EAqlQN2ou6ZN456MZDL6P+/33TtzJyMZizTkPE+eJJOZyczce7/vPa+cM9FPC4qAxD48yiQ7xeY6z+dXt5eTH0o4JeZFP2YWCZTpfN9XN3fdlvWuUCEnd4YK9MJBDEDxmDNxG17F2vwLwqr6kgZLKPDX9fd72UBsxwhk2MoQKYYP59/feSewG0W8mZ+TmtzAFfJMdQNsUKHImMF8zaVoPMAfXy9LhTabn1tae3iEPJgbxZ+1Qu4y8uSPQxOHsqRh2IDxMNh5nNwdK+QWi8QRpRujh5B3IXRJQt5OPuTZBt6ynjS+7Qq5a+gwnIGFuDPp3ZAr5F0te6qy88BLERddhVyhkmPP7FuwFWOwbEUPIW/PeeVvcRa+x2lMadqfMFhekgGjsB36g9uhaxGukwz/Q+SueE7IXU0eQh7rlnVplXMBHmW3vY3rA1Y5/WkUENFl/7+paxxQKYF+FbdDDRuckPkkGagNXXzv9F7puBF2YHjQ96518l1enRKH+/t8hmvxLiqcmWGt2VTBJ1Azkb+gVnqcRa2BcGzPHEZ+EVqV3hehMpMP2GmMsVG8GTbYgV0XP4YaRbabkBPez5/Pbqe/i3CKhNzcQ8jDSc4QiGyLHRyNh+s9TWnyPBTgMM7JWtOmrkp7QZXB932dpeu2rEvXSLHbpKMhkgMi1aZRk/FP3IYtiVzfJZYe5P6qweTYMsB1ACOwE0nZuoiTzkWrynABvkDpfwoDulEkWnnVO64gcIU8qXcSnAKVqN3rXSU3HKxyC99p0/lFoXfETtTtz0rIYeKE3KmPwwdT/g8TsQG7+8ztdrZnCQmeTpI/Q5W8Z4a8O86Q0y4l9iGJadBwIfZCtQMhp81somMNBmI/vjq57flDbU4qvscZEJyJQrI9E+8Tjc1YLKFycoKjjI+OkBNmzAAWLQKWLQPuvhudOkPeVQk5ESNqd6YKK5E6ImJtJbpazyvboIQKduzHANyB19zzykUO/ly6kQOAH7n1md7e6K60+oMskQcjMpPBHcj5u86jqZCLVU5KHKzCFFaxb4aOVTlpe6Yq58VT6X7+K8uED1TXwWZzYW6reeXOgphkoITINeD+tdsxkrUF0zGSCYSRCLn43sWKLoGs38Tf/b13cQ5Uk6Jns5A0fuBvFrI15I89hl0H1Ox8EQk5xbH/+Y/wOoi8CoEtHWf6ovVdJOThHH+DJh0/4lQYUoZjtOS+6mxePtBZYhSpLFgASt/KvhsLNAMDzhyO3/4uXjven5tDI1RjelTdvMC7GbRISAhMqIlsN8hSkO6qgeFIHbLH5rDbq2oVKEYBMvK4wGBnQKxi6m1dl5BL70PXSWeQDktxFV7BkzApUxAXx6/zUCp44XqQ+yPklMShejUlJhPzA6iIhpB0fhabcC6+xS+YhR8xz5N0puSbEEZeIv8cac4KvDx2UMDnkytkqJJnINtZjqYDVciZwGfFCc1H+WJq0GUiZfgg5KMYNnUCKkJ4nT0t620Tcpcuzq3ZbJDkObqL7ZlMxqvkJAxIhJxige6MHkLeHSvk1BfZty9XmxoUeCHtrAr5wYNAKfJgSs5Dan7b99frvdagoERRugB1pcV6tWYm9rT0RV529HY2J05uwdX4GDN+WgOH9S0o1IpOr5B3mbicsv97FV5EiUALeWuiFGxeOQuVuAVvgAowRMb9CYOlTOTdHblm3u1B0PXyr+omT+IVcqXZ4A4o/LUsRnudiVXO/V8dwVT7ajSCB2xEWomQSquc/vBQ8uuMkG73dL91KqRJhq9xLs7DNxiNbZiBZZBB5kW0xff+3sr5eKyEE/IkNAV87zTS8ne8DD3MeCAnjc1C6mBGfQkd9eDK5bv3KTHii4dZ8kbaOt86qJVeJ1Q9FQk5HWd/x98fIT9SMB3XYTpOHwVcKLmvLpcT8viW2HnCkAhTn+bd7OdZtw1HQYDOa5e2R2bdH9aV5iIJDThcTZ8ht3nyhyZlGtJtNTCX1PmoUdN52FlQjx6Ks/AtLLpM/NTFVdbFx3UGIbcercTteA3V9kz87rwNU7ELeRW0GXrbY7ZHhZySOETIm2RJSFbKoxbJHIEdPiKZlHSmBMMy+1R2nw/7slcf8Hkb1RnItpTDWOSdzbSV8JO6OT4DvdPUTEeFXDUpOdlW4alH1C0w5GahFSfOQ8il41DiDPmxXiEnSAl5d0cPIe+OhJy8lzZv5hGnXN7lCDnlCURRrFDmqPRKKy7DF9BbzbC3XAulRhGQkNPz0QZGm1dXIuT3x72O8iZgc4QTBFKMHqfEy/g7kmxN2P3lTRh62Vi0ByhD3hYh72oq6+6W8xCJUqB55SWYwwg5nZ6BRNHyZvRn31NcnrbT+Fz/FQtlMifk6hZD0I6DqK8zocrZuOICynph6MRE/Pas/yqnP3RFlwKRaC9f2AvnmbmAWaI/oi2898MO752tqMj/e6dz+/9wI/v58Uzg9r1/w//wJn7/7lHgdo9Ku791+tRVD5NOdlDld7GTQrxOpIQ8UCXQ3wx5oGswrjdvWU9yxC5SKVlRhAJY0Awt8k5gUXhQQi6z9BByKeJcRiYMqEsPntAxaVIZv7GUeY5d/PJCPI3lUNlnAjgFnYHE3slYiLMgN/H1P9Q552hhtYbuQy4lGaGuk5F0TAWDtYGXwy0KPfKLlmMlzsG23VMArGr3CrmphO83jYpUBDD1CAhp0lkFKzOIzEalWyRTmnTu3duz7sTFBe/aMuozSfwALUeFrJIAVxUn6LbkTK8xDloLAzmSiOhpWQ8MhUWoTsXH48S9/4e/4Vkc+Ok84LnnvVrWj/UK+Z9N2K2HkHfXGXJCpGRcvArIBFAwVo7lAuj6biGewhrYEk+lBuw276/XOPARrmA/G2ovQUJOQlBV1q5IyNtq/Q4HlJDYmzENE6sLUfnlsnYj5FJhvGOhZT1UiywpUQo0r/xX/Js/J+QBrZ/06XqUy3PRy1nqflxCnn9Crkrh0YhaUJhti5BF0rLu9TwWni7vMzoJ0wLrS/kgTW1AC5phNdD7CCE67ggIRPvss14BFvKbXn2sCWf+wz/Rlh5boywe8QHWU2mLKSO7wpiOrDZ4z/quXWkoLZUJowAudq49ikcYEQtksSZeJ9IKuT/4myEPRMhFcbBkVwNzXFBqo9/OK5buBDVMH9ENwZBgnTfCi5G19BByETTbSxoHBH1mkCFyqmbF9UKZsReMjZ6ujaxtS3AhXsHvja5OI+QiSaJ1n0hTIDuszlRZp+ubvmi9b3OPj6JjKhhsDZwQWRRxbhcYjS10lfVoKuSWck7ITerwJdalSedHmEfFEyzpTGKZrZPOSYYS/A3fwRTXh3wVgj6vhazf6gBbmffaKa/hBN2ZlsHe83Py+5HorIfpyJNITg48l97WZ/Vnb1lXtPBzTZYQh3iTGf1QhPLGsm4n6ib1Iq+NXSNYl0Wniro9/fTTmDBhAhISEpCZmYmzzz4be/fu9bqPxWLBzTffjLS0NMTHx+O8885DZSX36uxuiOkMebQYMwaoqQFWrYo5IU9f9z0ewDOYbvs1pPtrkyV2THXmNgluV1ysLc2umBFygmk8T2To1pEfeftA2o16LIi6SbP/j+JhRpQo0GhtkUX3a0sU7Qz8wG57AzcHFUWrTPC4BDQgCbrUAB9Uv354B9fga9e57VshF6C1cOanSg9vxvDL0smoQha0G4NXejoDMpNHnbd/liFo4pKOO2FGBm+/9ofmWjNOwlKcoF7HcpeyTK4krBK8dwOhvt5z8IrQl401EBkPZi8nXj+hVsilhHz8T0/CgHhcvsVbMCK5n1A6oOc9EpuZ3z+so3ArXsOK0bcGvd/BiZdgNpZg4aB7YvJ/uwNMlZ7zU58RvEL+1pyvkYsybO53nvs2ZV3n96zTunSp4nP8DW/E7JyKdct6OErrUpFOKfyJdIYDayOPQ6xKvV8XmPaskFsrOSFv1oZPyKVJZ0oyiw0QlEhq7UZh37gVb+AW3Gt+pM3ntaVkes9dCHi/76MYjw0onn0N+/1a179xA95mM/htPmdPhTwgvup1GysaNI6eAUUy71lXNfv6kPdUyI8tdCohX7ZsGSPba9euxZIlS2Cz2XDyySfDJBkW/vvf/45Fixbhyy+/ZPcvKyvDuefyoLa7IWYV8lNOAUaPBlauRKwQywUwoYLP3CpDsDwTRXBM4Jtecw0/N9qqkHcVkkhwOV0wWJQwQwe9se2NKBRknMcJ+cDKFXDane1OyAMRiK5EyEUC1BeHcBXeZz+TKFuoPtxS6yeyMyMcRX5A6ydCbR7prI/AJfgEA9MbAqojK0YOw1/xDp7BAx1SIdfZOPPTZIZHyG0KfkAdpi5wQANJWNM6VC0ZmGsFst4RK5WV5sAlPtuBI1iK2fifjVd/lL0yvLx3AyElhX82NG/+Om5mQS2pZgezlwu1Qu6vZV1mNiIeJqgV3jPwVBE/NW4FcwGosYUv7uQPq8v74nXcipozeQAdCNa8fuyzK1JFqFHSDWGuNLhty1R6VdhBptbA9wZVXvQ6I5GCWtRfcd7GiFjz3uIuKeoWqhe52DElJlTFa1PaMXXqqvl+nRHagqORxyFWVRzUyTw20YZAyGNRIW9s0WInhqEumY9MhQNp0pk+k1/BW3g24jifpHNLCV8HzbrglWxCw8CJ+BwXYp/GW6T3QFMmNmI8tIO5UKFZzjtHLDXGmBDyrlR06WhNonfwVzgGDoEihRNydYtnT3Q4uofKOqGHkHcQFi9ejKuuugrDhw/H6NGj8f7776O4uBgbN25kf29sbMQ777yDl156CSeddBLGjRuH9957D6tXr2YkvrshJoScquP0+W3bFtx7pRMJeZaBD5Enh2B5JsIs4xWHlvpjr0JOrYzkh6yjUC0xNm3Agy8ZCyPikOqqw4Fvd6A9IP2MA80SdiVCTgTodCzCRoxDATzBZKg+3NJ55T/kE1GNdEbIA1k/ETZe+RqzPvsMl4jTHX7RuvUzUOAZq+tshXImU+ZW9+EKzqHC3oUJ+c4MT++9tS6wdY6x3PO3CmN8wIYh9xyoXAio8zkhj28OTsiHDatFbq4Li3AGkmBAPZIQD2PQTopQK+T+WtbFOW23kJoE+zKnYSdGoM4Qm1JIqOYc4vvp0XTzQCQZJll8REFmgpl3/ml7d6KqG10/St63bi5r6LKEPJQKubRjSrw2KXEWasdUMDgMfO2wq/TMoYGgdbVPhVzcY8V45o8+5zPLs69mvxX265YmnSkhQck3ggtyn6SzvaLG047eBqpmX4qL8Tm+T7zU63bRsUJs+mhW8o3QWmeM6rPqCl70nQmxZkmz/eo0/plqrR5CbrP1VMiPRXSpGXIi4IRU4QgQMaeq+ezZs933GTJkCHr37o01a9Zg0qRJPs/R0tLCvkQ0CdKD9Dz01ZVhtdJFpIBM5oTNFkHallBVBVVdHVwyGez9+kVValOcey5kpaWwf/YZFArKxpKYGr02/pyRfJ7mGjNyHHyYK31SQcjP0UJBs4PaTJvYY8xmylrIoVQ6YLN5V4g1GjqtZTCZ7MzCqbNhrG5yT+Mq4pWxOQ9VwJ60KRhfuwSln/yGvmcN9blLNMeJwC8dFXQ6F2w2YZ6iFdRqfs6aTL7HoSNBM7TOex/BInBRE8IPmIeXcCemYJVgkeXCe3nzMWkSnRcBnujBB0FpotPWKvHXw//GQw/aseREO6ZNc0GhuJ/XXSUP7ttX5l5GExMDf05ajQvxaGHErQLZ0Ghc7mtcepx44kMFqzXwc4WCm/EGzJBh95Dw1j27gp+pNqO5y62X61JORh/Mw2kohK2mPuDrayhvggwpSEU9lmA2miq+ZfP+rdFca3CvLfRcmjxORJKs1QGfm26nYHXh0LswtpSP3NyH5/AEHsIobMPDWMCC2gsnO+F0/sOtwaDR8PWqvp5ukEOl8n98FQp+PVksnutJ1swDfadG4/O6UlMVKCqSo7Iy+rWOFNbH7fwcCozAoAEj3EGdPyQ3HMH1WIrsIymw2c5BV0O0a18kMFVyAtssj2/z/44pKcQyvIiGXyfAZnuG3ZZs5RVyTe+UTr32TOpkJjhnLqtt99chPr/Fws9duTy081itbnuPP3rUszbTPkB7ACXGW3dMHT0a/rVjb+KE0qbWQ5HAWY/O1faa2dzMX5NKFXqMp1Dwx7S08DWjpoavEYmJke25gwdYsePCBXh31UNoKa3BufgaWzAGtry+uHCKE0MHWNn7cFXxBJE9OdUrfvb3HlNT+WusrPR+X9ccfgyVSEKq4irYbEloUcYzlfXmqoY2P6uWFr5myuW+71MuFz+TKGLlDi62rVwpc4sK8ngi8uc7rvpXZEEGvX08lKl8b9PZDO7jJKqsKxSdG5fFAklJ/Hyvrj42jrU/hLqOdhlC7nQ6cccdd2Dq1KkYMWIEu62iogJqtRrJreQYs7Ky2N8CzaU/+uijPrf//PPP0Iv+WV0U27f3AzASVVVlKCzkXQLhIm37dkyjTTUrC0t/+y2q1zNn3Troq6uxeuFC7Dkyi5YBlJZWYcmSdezvNGYQLgxranA5zWEiGWv3r4PsYGgyrkNlPE28dc1GFGVU49AhEjLLR1HRbhQWHvS6r8VC7dzJWLlyA5qbY9MiHg0sh024SPAN/WXZkoBtzeGiJW8YI+SVa3egsLAw4P0iOU6EQ4eo5HsiZDILCgt/9nufkpIhzN5n794jKCzcjs5Afb0GXz+ZhC8O/NN92wImtMXXgV9B5y4JvT2CaX1K8dNP84I+H5GokpIzWMDXu+BXmEzN+CmAB1BpaQJORQsexJPYeuh4LFo03e9Ga623wYAL2M9xMMJkos90pc9xamigEulcppL6ww+FEakcU7ua2Xwm+3nDhl+wd2/oZYQ0J/+HxfsOoC7IOdUZOHBgAtZgMmxQoajCjoYAr6+oKBF3ogZ2KDETv+PzL3+AtsB3prdpwyHQKmKWadj1Y64wgHaeVGcNfvj+h6DXacJafj2sxfF4H1ehAcnQoxmPJj+NaSPK0FtG65Ln9RmNlDzOwp49NC+Ri+bmBhQWLvd53uJiSqwNwv79h1FYyDtfdA1czabKYPC5zqfWNWEuDuPgZ31QKBP8byKEcVM93rFfzUZrftr9MfbuD0zIDav34f9wL7YcGofCwi4i/hfDtS8SlG0z4ADOQYs2Afo2rh1DyXachRVYWw52TJ02B8508nLijsp9OFjoEWjqaGQIHSOHNm1DVWHHNFFWVVEyIw07d25CYWGAmSIJ7HZa0+OxbNlqVAoz1a1x5AipQU0T1v6H3Le3Fuk8cmQtCgvDU4wqVE3EDdiLsb1rce72DUwIUYsWfPPtoqA2pGvXUnvWRBgM9T7rfyAcPMj34cZGvg/v2HEcgN6oqtqDwkLBsiYcjB/P3Nleu2ghdu5Mw2OPnQW7XYHX7l2Kg73HgEVThYXQlBxhd69yybzWHX/X1IEDqZBjCpqKSlFYuJnd5mxx4B7LE+znL7bmoqhOjywZXysObduF6sLgjLS4mCzkcrF//04UFhZ5/W3bNhrrmISqqka/62hXweBPP0VxaRIu3f0Kams9HU5pac34ZOgd6J3biL2XXBL28z5TcSOyUYGPfn0bUMgwhnQrHE3u42S385G7I0f2o7DQW5frWENxMXX5TcCBA3UoLOx62jahwCxVkD0WCDnNku/YsQMro5x7fuCBB3DnnXd6Vcjz8/PZbHqiaNjXRbF3L9/88vNzMG9eZHNk8iN8EdWPG4d584ITj7agzM5mPUdThw9HUTqfDUpOzsScOXPYokzfVWH2xKxf+R37Xq4fgNNOD67cKcV+9eM0qImBuQUYN28uPvyQL+bHHTcU8+Z5+70+84wChw4Bo0ZNwLx5nV8hL1l5mH23QBvWe24L62WTkHbWfMhtqSida/chb5SVi/Q4Edau5U+YnKwNeC5t2ybHF19QkqwP5s0LwVQ+xlnmVatkuPFGBSoqZLhN83+YP/o7NPUZhf+sepjZfol4P28+LpriwqxBdjjbuC5IM5JEUWQyFy67bKbfti/5Y48xL+pbV/wDxeB9xvZGJS6/7QUsnvoYhtL/efhhLx0B59UyJv6VAAN69cp0f6bS42Qyef7ZnDnzIpoBq6ulBkQHnFDgvPNmh9W29kfcB0ATkJuWgalRrh+xxtcvFOMTXIoXcRfunaTGvHn+M/90jtAnYEIcEmDEhKFjkX9i/4BrkUOTwI5Fy7QWLLz3DNQgHaePn42UbI3P+ff77w6seP0HnGHcxW5Tv/48CgfL0XTbROh3L8PvT24Arnud/U36H999V4FNm6jFkM9LZGYm+b2m1q/ne0BuLl1P3Hdog/K/7HtWn96Y1uox6bddian4DL82v4gT5l2MaCB+Hkd0Q3H6macHve/mHRrgK5qjt0W9z7QHol37IsFCuwznvX45jh/hxIp5wSs5mzYrgMVkWWfEuHnzULunmlVvCWdee06bM+jtiQ1JHwMGIDcuqd3XAPE46XS86DJ58ljMndv2np2crGT7wNixU3Diia6AUjpvveXCNaWP40684r79/3C9V8fU3XcfH3a1csMGOfZDgZNGOXDKBaPwj5ufhBl6PHLiXMQnBw6rDQa+p2Znp4R83YhjJDIZ34d1t9yA17AeR/WPY/a84NdpWzjjDOD772VYv55I4gyveGmT4z/se+bwIew8CHZNDdMcxL1QwVgdD908IYG4jRfNqBBx5tXnsETFxvj3ACOQl5zW5rn13nv8oIwZMxzz5nl3AKrV/HOk86Yrrj8i9n6yBSevXICbkIsnBOcXwt9qn8fJK99mnQqRvP5mF+9ZnzR7GhRxWux7biBqkc6ei47TG2/wQtSwYQMxb174WgNdCWq1DC+8QOd/Wpc+1sEgdmofE4T8lltuwffff4/ly5cjjxQnBGRnZ8NqtaKhocGrSk4q6/Q3f9BoNOyrNWgB6aiNOVqoVNTSGGFmWlCpl48YAXm071ewAVIajdDr+alCbYzi5xjJZ2rbxTOd9RkDw3rsO/2fxqHtRlydP5E9TuwA0esVUKkUfmeuHA5qDUOnw9XMgzOLTAd9DF/QhFOz0KwjoTtg/35VwLnPSM998TPW6WQBH08zTOK4RcTnLCKxrnFhvvZ55FkO4gb0wlfDF+Dur69E78FXsr8ecQBXpixCvKEMU585E5fd3QsKBVeLbSv2aly2BbtxMXZrxkKv/8TvfXYdUGPEFw/jLxIZjkxU4ZrSJzDiiwV83rzVZ9aEeCTCwAi5Tpft83nRZ6z3CsTpuCFsWPceggP9UYlM6PXhOVI41fzikVltXW69vHvrX/AhVrEWS7P5XJ/rXoQ410xSaETIbfUtft+Ly9jingNl10iaCpcnLITBAOxtBjJV/s4/FSYiD5dgGHYrRmD4yt8xu3opcN4JwBPLoFq3Bvgb9zb3d500NfFjrtH4v17E2WyHw7OuKW18nl8ZH+fzPuxJ3BNGXlcf9fGybd7Dvtf2Go6hbTyXJlmw8XM0d7nzpLP2fVFHIyGh7bUwTtArSLDWsddX68rCRBxB/8Qa/CaodncW7PGCendDU4d9dnxcj/bz0PZscY93OgPfn27/+QRSU38E/8a1uA7vsNu/wbkoRR4bLbl4mgxara91YlsQpyITEhRISIvD0/gH+/0fruBzu+IIC416hbpfilJALS18H85q2s9myA16R0yOz2n52zBr/feQf9kfqkupl49Db+Yz5Nq8LK//4++ayhyazZLNtL81Gx3QpWhhPsw7F+pkaUiP4wfMrheKYgZTm69d1FTSan1jPLHZ1WYLHJt0Nuj1z139CK6CnCWA0lGDO/AqHsITeAyPcBvWNfNRJA9PN4qS+zT6RkjIToa6oBdSsY9CIrQI55+osu7vszvWkCnoD9TXd91j3RZCfd2dKurmcrkYGf/f//6HX3/9FX379vX6O4m40RtZunSp+zayRSPht8mTJ6O7ISaibrt45QbDyLk3SohJkIaGmIlNfdrrThTgMDacyVuZQsWu3Dn4FuegXp19zIm62Zo4Q2gR2u5jBTom4mWwrB3czwL5H3e0qFtr65okNOBbnI3HLPfheryN/r3tWLcOGCxplKBraIH1AfwfbsQI2c6wrinD9sMYgr0YqPAehQik3iuiAEeCqvea5Fx8hQh5W6Je0Vxr5nJBOYy8vMLEgV7T8QGuREUyjSJ0LWgED3eqfBsaAlcg41b+hOU4Ab3AKzQttf4FhJxGQZhJ7SFAGRneYkT+zr/1OB5jsAX7HP091klTp/I7CzaRrdFaZT0clf0i7TCsxFTYs3J97u9K4YRcVh+94o16Py/F2Qe1oehGrzORLwoaZ4+qmwhjE7EtV0haqvG9uU5OooMft6paBY6iNypzaYiic+FM5Pu+rLHrirqFqrItinTem/wfjGVyn39gNaYEFOkMFQO3fc3a4IdWL2fLrLhHttWZGo3KurjH6ls40dVkh2975g8nypfjKTyIfqs/8rr94eR/4hx8A/jRamqNxPwkt9Vk3V6+eBoO8e8Nao9I4ffTnmXx36pRN3V7lXWpqOBXOBe3459s3CpaUUFLg4UlPwi69DgvwVhKJnc3H/LUHlG3jmtT/+STT/Ddd98xL3JxLjwpKQk6nY59v/baa1kLOgm9Ucv5rbfeysi4P0G3Yx1iAB+VD/nAgbznVpjDjwkhr6+HOjc2hHz/IQWKUYC0CeE9TsyIihteKLZnXWWxpla2xTgFNl0KaDI5lriyYBnm4xHg+T7A37jVV6wQLOnRUYRcJL9XsTnAh5GJSszDj+iPQ+zv3+EMPOh8HJf6eY3N6iQmINNSLbCgENFy4Cj7bkjOb3OjJYikPA5mttGy24WN9kSPMDhXmLXS5KMxYOApvfYj1VNqruDv16QM3wpr7Zgb8dbaG7GgD7octHZOrH/CqVj1M83d+e9ekJUU4wR4Rp8CKfoW9zoed+N55A7oi+MlhLzikAm1JRTQ6HzOPwId3wfwNB7EU7zKsWo+it5ohIJmRg4eJPETau/y+l+tVdbDsT17Nfc5rCkGvpkUOFqxVtTi99+5snukCd30Kk7I9RPaJuTqpB5C3hqDC1+GDfdhxQ6yjHs76H0T+wiEHAbYzDZUVqo624LcjX0TL8fL66cgSTEYrijPqc5UWWdYsABUmrh9AfDoozzZQRONzz1H7yn8yriIYQcX4Xp8gN+riA1Nx1j1Djibm9BcPQroE98uPuS0H1CFPcHGmYkuV2AqUSJp+mjgSyCndpvX7b8ZxqMR4/G0r16sD0hvo1aegV7OMjQerEbupHy317hR61Fpd2X3Yv4ndSHEZse6yrrUXjUZfOFXwhGyDWsgmKtNEGskcZlxUCj5/kIFFOqMpsnc7mR7lsZzzuz90VewAtGxjk6tkL/55ptMWf3EE09Er1693F+ff/65+z4vv/wyTj/9dJx33nmYPn06a1X/5ptv0B1hF0R3o9r83n6bV8nHxiDTLrSsx7JCvn+/J28QDoY1b2Rez/qD27tchZzPlgKffsq/t66MNmQNxlwsxv0Fn8b8f48eI8OJWIZhxYtZK1NnVcjby/6otXXNrXjDTcbfxI04GwtxtETmN8vcouWE1F4THiF3FXNCbs3wjM9IId1A6XXRBsv+XxsbrYUUZoUKeaAkB3E6f6QsHLQIHt1mVfiEvCvZ2LWGzukh1ipL4JksV4P332wNAQh58ii8iLuxc/B57tteOnIuTIhH8g8f+Zx/b+AmRsrpOPtUObYlASNHBqySh1oh92d75vc6pDb6Sx7HZ0uEaKW2FjNnAn36gN1Ofw/XpaDAwsedes0OnZBrXT2E3A2jkQXccqYAHhxJBZ4RvIaiemiWL8EzuA9z7YvQaRDOqfs+GomFOAv/3TAkqnMqHIh7dagEItwKqbTjJSsr+gSDooVXBmTCLMrnxnlYjalw7eZjH+1RIRf3hCQnr5An9I5NhbzPGXzdynMUo/FIg/v/iGuV2DXUFho1PJtkOsSJuK2Mf+jNCZ4sk9g9Ymzb9SykCnlXJuRSe9VB1FJO7wnKsGxYAxFyQjO0bgHBxY7ZOID+sG7e6VUhP0Y7vL1AHQDi9drdq+Sd3rLu74u8yUVotVq88cYbqKurg8lkYmQ80Pz4sY6YtKzHOjVFXwqF30AxXJhrm/F8ycV4DPMxoCC8J5pz+N/4BJehYNP/vAhDsAp5u5MKIYChgIUCl0svhd8AJpRKc6QYcuVEcjdHprMSRT/xRb+rtqy3lbgIhfyKKQdqj/sb3vR7PxE2HSekjvrwCLm6khNyV57/Crl0A6WNlTZYImltbbQt6rZb1mMRbNhq+ftt0URAyFUO6GCGw9j1iJZeQsjVlsA+5K4mz9/o2rAZ/EftYreN1HzDGc8/M2dFtc95VQdOftWw+U++UNs6Rft+BFxat7S2VSFvi5CLbfRTTVz+PxU8Urm65HFPG30YOPrbAXb+mqBH7hTSjA4OTTJ/MTo0xzwReMxCYBmuuLZ71imQrpBlowy90FRmRMq2Zcw+b3JTADuHDoB4Tt3S4FnDojmnukSFXMDZhdfDBRlWYQoyNvt3DAkHyhZOiuQJnJC3KPgiYm0I3rMeTYWc0FjRDB0sMSXklBwqUXABycOLeMGj7nAT/oY3cIHsK3ddpi2YdJy5t5TwtdNVKRDzZA+jH1i7Fs/hHozbwuf5I01edLUuSH+gzhKSxKLEbW9qmaMxXGxkow48ofs48vP5/cJBSx0/98wyj3NIb9cRVqhoqajvdi3rMtmfp229Uwl5D2JMyClyc8UwOJo/H6ipAR5/PCYZydIVh3AxPsdt+CfSssLry3fqvHvWxYW4MyvkrWdLAwUwoRDbSKFN1mJPEu9lLfk4toPkoSQSxPcUlJCHmLjwBympfQSPQBSSJ1LUVpbZHicQ0obwCHlcA1eOUw/Ib2OjfdxdKSXLG3GmPNBGu7XXqXgPV6EYvYN+pv5IWThwCITcqgvfVeKU9Y/DjDic/ttd6Epw2p3QwxPsam1BVEuNnJC/gLtY8Lp95KV+76YrO4gJWI9Mp8dC057Kg0dZTbXPeXUxPg1e5XjxRc7Mr77a53+1Pt7hzJB/e2gkypGN1KNbfTQMrgCv5Kehlr2eYBoGwbCtLg9zUYjn+rwJubLtsIDmV2m+dB4Ku3SVqiMhNwuJoFCGyCl/07ccuShDZVw/yGu4+KIzIzJ3lWjRWhfjC1yAC/BFVOdUV6qQZ9btZt+nYA367eBuAtFAaeNrkSJBIOICIbc1mmNeIZfet/YAJ1wOyJGQIxkejhJladwmq2E5b1tv2nYYb+AWvIGbQ5YisSTySri9jBPxhf3vYDP7W2b+3X2f3PoduAcvYPSR77p9hZzi+J+m0fXziFttfg6W4Ga8gR8wl11Xi6c+Hna836TLwg14C8+lPO2+rVnJ9/qWGkO3q5ATegh5D469GfL77+cDJK++ilgjFgtg7Vrer16qHxi+F7dAyGXN5jbJonhbexLy1gGMGJz7C2CyfvsMBsTj6X2e1thYomE0+a4DipXLumSFPNTERVvkdwEe4/8LGszHo21mmZ0JnJDLmsIj5Gkmns2OH5rfxkbLj7NYKaXv9HugjXbJcffhGryHNZjSrhVyl5CAsOvDr5C7hAMqs3atnvXmuma3kA1BZwtcIVcYOVknb/Bg7ZEnrH2eCbRN2yWZ983gQaWyvtqnyjGQO/RiEtb6T77QhRLAOL71NRTODHmavRLZqIRGJ/dpo38cD7LbclAWlVjQtkPxWIy5ODKDuxS0BV2yhols0jx/syXMtbybQmEWTrSE+LCDTE0jJzHy7M4ZIpeeU2/jOlyAr/A5LopagKq9Rd1CXSMTmz1uE0pjePuB3/9v41VKRZJQIVfx7/YmfnssK+REiMX715S2YCeGYb9iSEiJs1BhHsAJuWw7J+Smw3z9a1Snh/wcZX2n4lNcjMMqPo942JCOTRgH1dAB7vsoRHeGlsDrd3ch5AQSDdx8HGlKAEXoy5w/UlHPVPJ3nP9IRKKCjco0vI0bsCjrOvdtFg0n5LZavvd1pxly6VpZyx31ui16CHl3miEnw0qKPtvBbz0WC6BlOyfkDemeBTpkCH2lcou5S4i6SQOYx4QWJGqj9hfAkJpzPEzQyNrnBSWdyQl5v6PLYto+GgtCHk7ioi3yS8+hgQUDcIB5egYjvwxJnJDKwwjAHHYXSh3ZqEY60kf7nyGXqveSj60UwdR7pYWzYIFntBXyck0f/IhTUZM7OuzHyrT8hcmtXasXkJY1anUk9XSC3hG4Qq4QKpUGJAYl5PIW3551ZS9eIdcYqv1WOSgZtB0jgydfqEup1UIZaoXc32iQOKcttolL2+gfxhOsfT5gG32IEL2OA1kn+nudYu6hvfQjjjUoLfxEk0dAyPVGTsg1+Z1DyKXnyj14nqW+ZEJV7wtc6P7b11+HPm4UKkiojOyrImlZD3WPT7V5CLnKHL16vNrO1w61YFFnU/HvDkPsK+TS90ukjsjc6X2ECzZGUI/nhDy5ZAf73nyUW54ZJIJsbeHAnJtwKT7FsqQz2e9VVb4z6KoUXtXXWI0xEXWjc0eMm7skFiyAYehE9iM5l0x7+y+olGWhAMVoSOsfkS6DyeRtpUmwavjnaq9v6pYV8jRBKqWnQt6DY6dlPZaWZ2KUNmsWcP75MSHk8kMH+HMUhKnoJll9xCC6s0XdpAEMKeUSVLD7DYqdJh6xOlTtIw85+C+T2P/t5SxF8e9c8KyrqKy3FmUjUk6kJpzKi0h+/5U6H1ZomIcsoS3rmrLjz2Ge1f/rfUeobxmVVTJWAc2WVyNznP8KuVu999P5OHwY+O034JNP+PeiIrDb/W20CfEu6JlplzHoZxrttbYs7zKmRL/txNvCfqxcx1+YQvC+7iowuuLYjO3lQot2giswIW9xKGCGDmepC/EdzsToVf8KLswU7yHkmjwePcaZPSpQdH5tGXA++3kzjoNNEPHze/699BLvX3/++agq5FJCTnPaUiG1SDUMgmH08n/iQnyOUX2CjAJIQGT8MtUXuAbvwFIVfcWxO0DVwkmGIik0Qn5F1QsswZT580dIsnDCqO/bOS3r0nPlNrzGyDiRcupK2YERmIVf2N9efz30caNQIZKHSFrWQ1kjySYqCZ7zWmOJ/nzVOjgrUiXHeVknOtsg5JFUyKUxjWBE5E7mxAppl5yMUdiK6Y7feIJEEGSzxIdeIW9tGXnW3ue4i4XSkwxRp/JrQ2uPTYX8WKiSNxXVsjEnW/8huOI6LXbPuZ3dnvX+s/htqTMsTR2Co7iUXY/DZUK8T+efMJ7mbPBuWe9uFfK6HkLeg2OCkNfXe1ji0BB8KkIBpR5//ZWpBseCkCdU8Aq5tIUpVMiFWS1lK0LeWRVyMYBJQw1uxFtBZ0tdzfzFOtTtoOpGQVy6Hn+knIxFOB0bVzZ3KZV1aeLiZfydBXkigQi5mieQ3/vu479OmdI2+SU4Bw/F/3AutoFn/0MBJQ/E4xbK6Ahdq2Rtdskl/Huwa/f0TY8xBe/ncU+7tqyL6rhCg0BkFXJ716uQE5rVyfgNJ+JnnIwWs/8I5uF+HzMLut1p03AmFiGrdJPf+6lEYaZ4T6khrg+PKhOtvELEsGABGuO572Ntv/G4884/sGSJ3f/5RycN2U6u9NiuEVonYEIl5GSJRcrd0gp5aw2Db3EWS2yRSnckYkH0P+4qvwuf42IM68VnVEPBy7ab8Q7+Csdh4aL5k2Ondhx+wayAYpCtkW8vYvZ8muL9SLXzcmLigM6pkPvTxchGBRqQyBLNP2MObsK/2kXoTUrI26NCXrPTQwgJupboCfmFiT+x+WjRXtYhEnJT+1bIRUIeqtBaqOg/PgX7NKPQ2KzGoUOAq4qzamtS6BVysuyTw4HmMr6GXFf7NJ7HvchUeliUOo1XcnWChWWkn9WxRMhfT/wH0z85chXfJyYNbYQFagxs2YkXZxeGpalDSF2/GL9gDv525F73bY44TshdjWKFXNatKuSpPYS8B8fUDPluLlrCdtVYtayLPuQxsj3LNPAKeeK48CvkCqGKpbSaWUdoZ4u6iQEMBcMk6FWGbGgCCXsJ2QNnOxFyQuFNixj5+PZADPznY9iyLq280GyiWHmJpJrXb/G/8AGuxNU5i9skv1JCKhLUUEDVegIdu1hDJrSytqWyHm3LemODK2JCLtfzA6rsYhVyc40ZBTiMnEw7TsJvOAsLYTD7PwEMBu/2SEWzMSRhJkLCkFxWVV/kOsNLHzPl4Ab+91njMX16KWbMcPk//6ZN49/XrOH9lPB/DbXVsi6us5Z6T6ZLm6Lzq2FwHDaz5Nb/cE7bYxx+UPzrAdbybkQc8w8OFVY5P1esjT0964RnU5/FHPwC6/GhZUJcyTzKVJYfZSNNhNShnVMh96eLUYUspl1AexsFiq/hVuSjOOZCbzZb+1bIm/Z7E/I4e/Qt69tbBrH5aF06T+ZtHXAe2/uLsie3S4Vc3GeHrH4X2zEC15XG1oKOYk4ht4Bt2wBZHU9IulJDr5D3rV4PG1R4f/tYWI1WJLv455wy2JNk0qbzPVDvjK5CLr2tKyutE/bsAexQof8Yvh8dqoyDFvxEuA/Php3kchr4WmHXeBLJ5tRc7McANIH/D4eje1bIa3tmyHtwTMyQx7pdXUrILRaoHBb3a5TEmSGjuaEF6Q6+MebMCJ+QG0dNwRX4EO/1+gdbqMVgubMIOR2j74fcjWlYzX4nsS4l7HgK//ANigVm69K0T8s6YQYfI8eyZZ2nsu5P4F9aebkUn7HbXsXtTAE73Gpe7r7fcCX+i4HO0OzdyArqInyGaSX8/4aC5M/ewm4Mwe2GJxBryJM8tmft2bL+9KoT2MY86EBh+K9Rzy8ehaNrRTmqdStxGH3xRc1J7pFvkXi3hni7Jo0Hf0qhlbg11AIhVyZ6CHnqiBycje9wk/MNd1We1pu51oU4BYuRedns4C901Cg+XkNZIHEwO4oKuRchT9b61TCoBy+XJaOhzTGO1iAytfFD/joPaYfBJQs9JGiR84vf1tRDyAni+RKiyDqQxqNMS72ZEd2p6g2Izw71wbGHP12MFmiZEvwB9IMSTuzHwJgLvYmEnEhhqIre4ezx9dV2JoR2RMbt/OId0VXIaZ8T7QvFOd69w89lSYwDadzxpL0q5JrKI2yGPNPlnWSIBS5OW4J3cA2U7/8H6gZeIZdlhl4hT+yTykYcUuzVqNvHCb0dCiT39ZTz9Zn8/I6HsU29m2CEnEZmjgVhNzpPjhzhPw8Z4tHUoWZ+wlSsxCDsDSvJ5TJyQu7Qegj5xlMexCDsx6KBd3ldU92lQp72J5khj1TPuwddrWVdDP5iScgTEvjK53IJc1faiCt3B0s0GAMTRiQUY/NA4eoKB3374iP0xRiV9ybcWS3rhORNv7Lvy2Qz8IbrZuYDSXNYFBRfPJUHOFJm69K0X4Wc2rjpvHEVF+PItiQUjIqgPBpFhZyCFDovWgcaYuWFMr9UgaNK0B3gLgD/wTVsE6LPSqHwFkfzh/jGUvZd3S+w2JoUaeaj+AyXoKqKqk4Xh/QYRdEBDMFeVGhDb90NFYpkDyE3tGOFXG9tQALNqSeF2P8pgSOnN77GuWiIG4bwJeHaD7Z6znZaVPGggjYFOk2NovSUN94oORN2OKHUnsR+Vwci5A4eVasEYSYxwKbznc59moWkJZCW1rKWNBgTT0G/STbsWxzkhRKrmDQJWLqUjfpg5MiwKuQ+hNwCrMEkKGROTFTIvMc4SMnYAWxOSgYVWK89px7nfRnatcSsCPcqWHB4TQnfOzZahuO0PsL1SmtXG62TVoWO5nRgN/QQcikhp3MmFCgzOCGXNTagBPmQZ+cjjHxI7CE5p4hkk4AbzYzTNUYOA6T9Efa4URgt66G2qxPCIWN7Uqfgr9iJqWMt0GxcxdwX1jsi1+ppMVixwPUEzNBDr7yTmXCKSUKRqEdCMoNB/GwUjYLtmdBdEUtM0O/EDLyHtX804N95j+K5kktw9VS+foUCsRJOe/yhP44gmwiUPB2ZEjV4fZ9MjMQ2GJCAXc2AXiJMFm43AZ0DdJ+uXCE/8v12rMO12KKdhPT019isOI3F3Yfn0Q+HcD6+YSN1dF1RkotdV0KSi7oAgxFyp87z4YlNsU2CVEJ3VVmv6+aEvKdC3l0IOQV+Z5zBmVmsQOlqoe9VLVEmjSQjeeAAeWcqoRrcL3zLM4kQMm140vboziLkhwr3IK+O+wInvfE0nEq+8s2/ud5ntrRaX4AVmIamjP7t9nqoKrMk6TwUowBH//ltTJ4zHEIerG2dWX9MuJ5t1I1IZG3+hHJNv7CqeanNJe624lAQl8PP3QRn6BURdZXQsx7iHGg4UAot1FQdiKRCTusDbehticDE2fn71WaFn5SxjJyA8/E1XknztqjrbDgaOduxquOxuHESmqGFbJX3nLaImdafcDp+YNoKBLXNPyF/N/42LCD19H79vG7PSHcx4T2yGCKsX89vnzAhxAqe2LYumSMPt0IuHntTfBbzTj4laZ3f+9Ne4UjkFahsbUPIe4fUinA4OCHfieFhzQbbiJAToeoh5AxFtQmoRSqSjDxx2BbU2TzKTLTzKDOrc7rVA+pinHde7MUD/UGs5oVDyMPZ40nSgdBniBa/YhZrNReJSyQwVxrwMB7HM3gA+nj+2tNkdRiB7dBVFAV9rHhdR1ohV5k4IZfFeoiczsNpXGulV/U2rG8eyWwNdSND1/shX3Q6PwiNq/ia0qjyrrDHJSmxAyNxBH1gNMmiSl6In0lXrpDXr9iBidiA49WbfZJXF+Br9/UUTpJLZuaE3KWP9yHkYndYj6jbsYkeQt5dZsivuQZYuBC44ILYviihbV1lio6Q7+d6bhgYgcC6WFU8Dd9jau1C9yZMC7W/AFlcqIN5Y0eLF19VYhHOwNrsszDmpsmw6PgGmR9X5xMULx54K6ZjBXZOu6H9XhAt1MKH64pR37r4+QUj5NIgKuDnTaJYar4xb8w4FYaJvO13bvzyoKJsUjisDmQ5ytjPaUHsyKSIz+WEVAcLm2kLBQn1nJBr+of2P8KBKGjT1gy5DyGnauYljzPRFxJ/aUsERmzJ1GeHryUhEseuVnVwNHFSbdPGQyO3Md2GlhrfnnWroYUFOARtX84UtAEEhN5R3IBHsQDK/ryVVcTCumkw0izekiXs96R3X8bTuB9n9OWWQG1i6lT+nSrkEc6Qi8FoKEkxazxfe5y1oXV1tLYiPBG/s9upuyec2WCb4BrhMPYQcpvJyrpSyGNYnxbaaJI2h0eZFLA/i3txluMbdCW0Fnr7HTNwEP3xDc6OSDywLUIeDnkIp0IuEnJ6reL6Fo6uSGtY6gTrVaih1PJgbfzO97Edo3Da2vntWiGPt/FrXJEee0KeP49XwwvsB1F7xOhjWdYWqNBSq+BVcud2TsgNem+RQorXxDb/QHaUoX5W7dGyHmrSO1RYt+1h3xt7DYmZQ4Zc1ESR+J71KV6OTTgOd2+4qFvanqX2EPIeHHM+5O01vJGaymyQRPIbyQLY78tn8REuwxwFb/MOF4mGUnyPM/BC3dVtzja3N6mgitm/fh6Ac2XfIuGHz9ltFh1fMWyVdRHNYscCcfP4IHnvotgQcpEMBHvdNNEQSgIke+P37Lv63NMx8S4ewQ2uXQ27JTQT0ZpdVUxt2gE5MkaEVkpKyPUQ0qajjeFV4YfFvkKuSvUQchJ6CbTZt25bllYzpfBXzXTanW4bPjEhEQ74sXbB3hxhv3w7wSUQcoc2HhY1P662Wt8yl7HcQ9LjBvCoRhlgHt7sa0POYBUsZFpK+BzlmK3v4348i+NThaxiW6CWdepUOv9896Ie6Qx5KITcmcCTpq6G0MSqpFaEj+ARZIK/zyvxUVizwfYeQu6GqcrkMyfbFuLyU1kbOOFePI/pBr5GdhW0Fnrbi8EYht3YguMiEg+MZct6OBXy03+4EdswElMrvsY1mo9xD56DcR9P7kYCSy0/1s0yz8Ihj9N7WSm2V4U8BZyQqzJjT8jTh2agQs7XzOcMNzL9lfTE8II9MfEef4QTcku8L6O/S/4yS0BZ9gvdaH5AI3Di/hjosxJvj0mcF2bSO1SoD3FC7hw4xG+Si2bJv8fpqEVKyEkuhUVYayTuIAkaK47DFuQbd3fLCnmaMOXaI+rWg67fsk79V+SH4U9VK1ps2MCvghkzospI9tv/Ey7DJxgYF1o7X2toUviGp3eZglqeSW9vD0JOH/H99/Ofr7wSGD6W/zNrPCfkjurOI+SDr5nKCGuB/RDKN0RvRRQKGQjF+qy4GDjRshjXyf6DYXfNw4CzR6BBlswqSvu+2BLSa6ndyt9PlbyXuyrRFpQaBQzgwbGxrCm8KvyYGBJyYbO/4q5MNp+9EGfi3ns9m738sce87i69zlpXM8UseiARGEOZh5Am5IVPyBOP7oQDCqwrDW0soMMglFMc+nhYtZww2wXP1dbtpOw7dFBNGgc1WjAq3reNlASFhpg2Ygh2Q6/xzoy0JPIg0lFRzYhWfwsPLgsumBjaa6UhYqqOkxe50O4U6Qy5Zv0KHEUe3qs6LeC/cyXz4FzRFFqFXNoOSeeUFfyfhjsb/N2Q+3A+vsThvjPxZ4e5StA4gBrq+NCi4PjxQ1j3zivgvsSO1M6xPAtV6K0OqW6xzHDFA2Pdsh5OLJJRswcjsQOp8Vbc2fwEnsN9sO8OMbnmBy31nHQ3yzyESC5xgWnPCjl99uz37NgTckJJCm9bvxwfM/2V9LTwYkqznq+dixxzmS3cb9Mf8bnP1ZZ/sQSU/VBxwOeR6qd0RMt6OEnvcJBewwmyftxQv0muR/AYTsKvSEM9c5AJJcm1pNeVzN+9bvh0922aDL4n6u3d2/asuTlwnNkd0EPIuwMhJ/UV6nE555zYvygqgQqIhpBnGfgGmDQ2fA9ygjaVb3jUqmo2OIIS3PYk5JueX4qLf7sefVSlXklTe2Lgnprb1lyMMvTCkO1foj2RmJeIvfqx7OdD7y3rMEIuVVr3h++/ByqRjT1Tr0XqwDQo1Arsy+BzttVfLw/ptTTu5z69tbrwiKJRzkmpuaLtCnnV1nJWhSfn58yRsRvoFDf706rfY/PZNwt+vuJmv3ufMiApk1YzRVJOry+Q0rGxtNFNDKSq3KGCyAQp5apdXaxn3cQJj1MfD7uWdxo465sCEnKTPAHxSQrYoGZcvnWukkYYNrjGYzeGQe/07p20pwhVnepqHPxqMzsnyuU56DU+8iRFpDPkjrpG5KEU6U5+/vvDkRMuxwlYjk/7PhjSa5G2Qz6IJ5nlWSSzwUX5M/A1zkeVvg/+7Giu5ueQSRa6SnpKKt9bMyEc2+wuMkTeWujt0/k4fBgYNJGTwOG9fHVSooHdrgi7mhfOHp/QzD9fXZ8sNKv4ftBSGbn1mbWeVygtCk+FXLROVAnODe1VIa9EFlgQKDoAALWuSURBVIsldHkRCOOGAGM/TsgJ5NQRrjDogfyZ+BQXY0XjKDar7xzMiagUzUq+fltrA1ufSWPM9m5Z95f0lsEZtb0fJfh7W7gjTPaJvELeOsllgQ4f4XJ2e7yiOaQk1wr9qXgRd8MyfJz7Nm0G/0zjnE1Cd0H3qpAnJnp4UX3s9Xa7DHoIeXcg5KLlWe/eaE9EugA21zUjx1ESseUZQfT7JDRVNncKIad2YN2j9+F6/BvvDX+BVThFuFJExVzf1SKxuQq9UAGNMvpqQluoGsrb1h2/8rnQaM5FceGj0yvYZtSWF/miRfw7aQ6KMI/jPVna9aER8o3Zp7Fq54snhtfWaVLyAMwSAiGvPGRic1h7VKNY0iAWCKXCPXf1w16fr/Q6k1Ypn8BDzMOdCGKgaqbBKMNinIKVKq4wHi5UCfxgatG1fMj3pkzGW7gB1f0mwRHHqwGuJt+AzlLFSbpJkei2n6LPtvVa0FzrCZxF8Tc30jkhV9ZXo+4nruhWnDkh/BdNCjvkRx4GIW89Qy62g9uUgbNiigF9sRIn4IDNexY+EFq3TdK5SYlO8RwNdTZYTMR154pFqBD1DMzy0Ak5HWsaA80CH3JW5XS9CrkIikkyh/A9Lsnpq5MSDWw2WbtWyFNs/PNNGJAFi5aPd9iqIyfktkZhhlzpiUlE60SVvX0r5DPxO7Oh00/yEOdYQjHW461Rp8gIm4SuP+l+XIpPmXgeIdPPKW1VxXs5Z0RaIY9Vy7q/pDd1iUVr71ey6ghbV2ksJXdKgd8k12+/Afpb/8puPsPxLbIeubHNJJfJ5DNC7taLiXcZ4LC74HJ1rwq5TAaIOobdeY68h5B3wRnysEXd2sODXMT77wOzZzP/k0gJecmyg+x7I5JYhTQS6FI8EW1ThblTWtbX3fs1hpk3sjbo4R894PW35r7DUIi5OKj2PQZKOyc3irh27lmnhXkuJ+T5h5ZFPUtFUxCEm28OPksVjJAbK4y486dTcDtewemneubFUy85Bf/ELXjV9NeQfO1LS8lhSY2EfmGozAB4q++zOA9foTx1eJv33S8fjHHYhBsnbESs4G+zpw1autmXlMiwa5fnupBeZ94iME+4Tb4CVTNrdPmYi8W4ofePEb1edYLG/fxt+cR2JJZlXoCb8BZKJ5wNZzwPPmRG3wq5pcHCPl+LMgFxehc+xBX4H86GqbTBLyGnbgOV3jtqUWTzc0zTVA3Vlg38/iNDbFeXKkmRICaxWqMxopZ1VukQCbkwr+0PYqASauVA2ja5EcfBCjWS0MDO0XBmg/uZtuNCfI6Uok34s6Ol1uhV/QsV/8Z1mAWuq6Lt3XUJOUEpzC1rzbEtUYkV8vaYIbeZbUh18Qg+ZUgWrPokd+dJpHA0cUZkVXoSecokzo409vatkIuIuci6sO9f+b9zcCk+ZjdVOtLDnqEWReBuxuusrbq3SzDhlsCq4deIvcHYJVrWvZPe8+GEjO2zNMoTjb3f0a112I8BKNIO9ZvgF90Mrn1tNHbpabzKhu33f9Tm8/atXo8JWI9Euefzi8/he6IKdjRVeQKx7lIhl7atd+c58h5C3p0q5O1ByGkAmDx1d+yQVG/Csy2rW3+AfS/VD4zI8oxAjzOBb4DGSlOHV8hpY89+nbeEbpxxFzKGewdP9bPOx2koxCfpt/k8VunoOEI++K8n4A3cjHttT6K8zNUhs1TBCPmOl5dgjutn/F35Twwd4XnskItG4379P/Gp4XQmcNYWiNQSqLIXDnb0OR3f4DxUy9oOdikLTqDqYKzQerN3CWS39WZfX6/1S8paVzPLmbsrGNH0V80U7XwEt8KwoUnyvI6Wpq7Tti4q8lLV25gziCk+l6n7+tzv8IDZbC735gnroVDKcC7ThP4OzeUNfudAyUu4NdS5PKrUm6uRV8Yr5AmzwiTk5GGVm8sX9XXrWJJV6gjRVsu6KGrkNHFC7ghCyDNQzQLgM44w0+iQQG2R2+bchXHYjCfxIOzgWeBwZoMnH/oIn+NiDN/SdhDZ3WFEPJbiJOxJDO88GevgCR9CQv+uTci1vXhEHNcS2xJVe6qskxgowQ4FUvqnwh4nCCDWR14hP9zvJEzEOvxr+L88ryeZryMah0fcrz0q5GJ8KHb/xArivn951YvQga851cgIe4aaKuIK2PEIHsXzuBe5Dt85cXLKIDgbDW1+TrRuSqYm26VlXZr0JhtMGtlizw9bVPZ+6xzjMQj78ejpf7R535qzeJU8b/F/2kyEP1t8MdbjeKRXeFw/4jLjWCKBUH/Ek6juLhVyqbBbT4W8B12XkFOkSr0vhOFtVwEjtT2j8kvELevb+Px4fXqEnmfi8wiqpuaajq+Qr7nxffS17UeNLB1jP7ozLFsGtYNvcMqE0OxwokFSQTL+M+Z1fIULsHxFeJd3uAJioRBy+/94v/rhEWd4JWPoXCIxasLyELrWz1h2FxM9GWEPTQROhEhMQ/GdFUl/LAl5a5sT8RNovdmnpPhmtek6k1YzX8YdbPSBsBSz/FYzRTufiAl5oqZLEnJlXRVSUIcEnR1FM69hrZvf9b7V536iD6s+kRNMszDTK86WtybkFrkvIdcM7YfvcCZW2iYh3s4D9/4XjQ//RYt+5KtWsaBSWiVvy/ZMDEqdZn5e2NWB145URzVex624tdZXQCkgFiyAaRhvw9+jGY1/fxLP2ifDmg3W8tckt/T0rJfkTMRsLMWro94N63EWjedC3d+UFbXNUntCl5+OUuSgArGddW9PlfWGvbxdvUaeCblSDmeCuCFEXiFvlCVjAyaiIsvT3q3onYvncA/e0d7SbhXywdiDHRiO7xVnBiSpkaD1vk/q6oQclIY9Qz2seDHruMlADfs9vp9vksmhEzRADG1XyIMRyljFedKkN4msERqQhPl4NCp7P7HQMHhY2wH96GcuYUKkA1p2Yec7a4PeV+fgn5smVSIqqJTjiKwvDqA/mqqt3ZKQp/4JrM96CPmxTsjFq55Sk2IKqT0IeUND5IS8rJ5lqG0FkQm6iXgq5QVchfdQ4ujVoRVySgAM/JgHqDvOeoiJpwVaLJpqfe2i1E4eVCvj279CTqA2KMKKFbKYt1f7m6Xyp7JO5/Kvvzgx6MAP7Pe4iyUD5AJmTmnBNKyA+ZNv23xtEyoW4Ur8Fzlx4QVSQ+w7WFutbnfbbbVnfnMVdmMIZtTGzg+4dYV7LXgFbQWmuTf7vDwXhg2rDai0LYrAHNR75gZJCMpfNTPn+7fRiEQ8cIhn3MOFVCHa2tR15sgf23IG6pCGvvsWM4GXQEkW8TbxPmZFvFdLsQhrg0jIJYN4AuInjWBV9RutryEdNZjZ9zCS+wjrYDgQ/chXrvRZr9qqkLuPv3BROYMQ8oR8/tqSXA1wOkLvirH+vpp9rx00BZdcwteNsPYevUDIW3oIuZgICrlyKbQIFxnS2a/v4mqc+deMqG2W2hP640cygcFZst9iaujSnirr9dV27MQwFOuHeMUziqaGiL2oxRleqV2iuk8O7sNzeB73tFuFnNb84diFwa4QWsqi2PdPxi/s9rHY4rXvr1zZdjwRn5/irjATUgf7jpiRMCdBJl40EX5OsaqQS5Pen+MCdlsyGpGChqjs/XZzgXUM8ei5BURS7yT8NPo+3IZX8fiXQ4L6oJPTEEGb5r13nZBzEANxAGVKriWlULi8urKOdaT2EPIedPkZ8vZsV5cOK0VByJ9PeYq1QZVdfm9UL2Vx1l/wAa5CiTk1JEIezBc7HKz7y7/Qy1mGEkVvTP7gRr/3yTQfZqqkm4rTAhJyUTCrvXHiVBsjunnfvRlVe7WovEzJlGdwf8BZKq8KuWQG/R9z1iPTVcUI4gWvneATaJ6WshorMB2XrLolaJsW/S3LxsvXKSPD61mfWfwBa6sduOGTNu+bXrMHQ7AX6RmxKz+0tjl5F9ey202Ic2/2P055zGuz97nOBBGY86Z7lLZPGFzlt5rpqqtnPuQ6ZWj+7q1BXQw/yE9nFWKLLYbKTVFCa+eEWp0Sz1zFAhHyvis+xEKcgVNKeaXSouTBn7XOm5DbGnhQ0yJRSm49B8kh8xbkiYSQr13LIqtQKuStCXmTMhXbMQJNyYEFOxMLBNszOL182NtCxv5V/H+eKLzOMCET3pDC2kPIpSMV4bQI5zr5jG0R+sIJRdQ2S+0JMRSgRHcshfwiaVkPNem+L3kiRmAnHp7K5/SPTrkIs/ALPu/nrQETjhd12q4VbD56bONv7oeKAltmc3D32Wgq5KIHuUktMJMYofW+L9ogRjJDnTjAUxEnfQ7q2GuNDSfciVHYisXDfDsNW39OHUHIpUnvQxINoDlYEpW93wdrBmElpmJkcmC/dTcWLEBKmhz/xG34YklKwHOPhIXjYPYROiaI+6I4Y92d5scJPYS8B12/Qk7pt7//HTj//PZ5UTGokB84QDNcKvQdGd3gk5iRFi/IQEGtSBApwRGKYFgwkFDSNSuvwbO4F4f++rRXS68UibkJzFebyBDNm0uxUz4SmzEGqjTfynp74ITRTYzozq+8FZbi4CIzwdqriYzTXBKpehMp0AqzZa1nqaS2Z9IZ9NPBFdEX41RcUfasT6A5+Mrj2abfy1mKkpXC2IUfNB6uh17435ljchAOXIm8RVFubLuynt7MN87EYWEOqrcBqc3JNvAq9yhsc2/2QwfZgypti5BVewh5mq3S/zoh9Kw74iPsWQdwWcIiPncdx6t3XYmQU5tefvFK1jb7f5t9lc+Ti7fhDHyPAjMvT7QEUPStTyzAE3gQP2Rd4/McFFwr5C7Ew8DmIcdH0K3OMHIkj5KoErR9e0gVcjqmYjsqrbMrh12PUdiOX6cvCCp4SckzQlNxaLOxJLY4yMzHP/pcFhkhl8f1EHIRowufRg3ScPlOP0QvSIvwBGx0+0tHa7PU3qBkg1gsiKX1UCQt66HGIqStKEo6EOQD+zMF8D32ARHrp+TvWszmo8eXfee+j17nQgEOY4hrFywmR8wr5LR2iIS8WRdbRbfW+75ogxjJDLW0Im6R6SBT+FIMR25vbMcoJhrXFVrWpUnvGZlCgYvmuVESsb1f7d4a9Hfux1SsRr8JbXeu0rl14q+eMcFA5x45FoloTcjFrrDa2u6lsC5CbADuEXXrQdcl5BMnAi+9xKWwuyAhp0y6KJY1MLoRcox2bsZcFEJRXhJShTwWi/XzzwOHm1Lx4bBnMfWNSwPeT5oJbijyjlbmKX7GWGyGcqCvCFV7gJTs92lHsp9tSwMT3bbaq/+Na3E93maZ7iHYh50YjiG5Bp9ZKvE4UHVAOot2Lf7DbidS4y/QJLupvfGc7Rz+KLCnSNXmUva9VpYGXWp4c/jyZEF91BSckNubbch08hJA2pgYDpG3sjl5vnAEuykH5ShaX81udz78cFAvaukctYg6m381Z5mh0SsREQli3WESC4he4Zq0eOgSVMhCFZKt1T73k5t4hdiVwI+7Vc0Jub3Rm5BXJw/EfDyBRf3v8KmQ9e0L7HUOgAGJ2IvB+M8TFZG1EdNCPnky/3nVqpAq5K0TMmIlsrVKuxdkMjTKeZBuKgmNKe37eANLtJUp8pBzfH5UhFxp6yHkiqZ6pKEOWoXvyFKwFuFd4D7Nd+CVqG2W2huUKFokP5O1gJv+EPpxO6llPVQy1pqQi9oaotZGJPopcrPQs67zdNfo1A4cRl/swnA0B7HYjEWF3BoXW0Ieqg3itGltzym0bqP2l1QSu0iCdKy7CXmwzymWFXIRGdWe85pa1purA8+5B0PJEv48JYoCX1tNBD/3vsE5eBM3+j33zNUe0cDWz3t3xd3YiLHIXMt1e3oq5Mceegh5d1BZb08QIadBFLk8ogWwZOlerMZkvK2+OeoR95uKH0AhTsOQsl9DEnWLlpCXH27BKy/zTeipp4IfF7K1aJBxUm4s9qwYVKEXX0OgBEJ7oHwgtz9L2rI7ovZqsoq6Du/gPHyN2fgFFqjRD0XY2DwUikbvFVF8XyRn4JlFexS9UMmmyc7HNwEDzZrh0/kPywIruzXt4gmYak34lWtFKo/AVM3BCXnllnI2+0YV+9YK+rECfb4nzI0H+vfnv+/a7vd+ga4zXROPLq/EB3gk/Q3//0O0AotU1U1yPGNtGxgN4lw8MNKmx0OXxcl2nNO3Z11p5rfJEgVrHY2g6NvgHf1R8qj1HKi0QiYGv/1xCBfUvhl5G/GNNwJvvAHMnRtShby1hkBIhJzWHGWyW68jVI/cZmhxOCey6jhBES8QcnsPIZebQ+9Zl7b+LgBP8lBNi6qS0dgsdQQGYR+GYTeaj3iSg11ZZX3u9zez7q4Tyr9gv5MmxPX4P5xy5O2ASZJXcSsjRrQX+EuSyJr54uHSS3zItUp3l4ql1tQuM+TURUGwJ8S2Zb31WJV4DoZlgygmM/t5xr2odd+fJkKeYTcexBOYsufdLjFDLoI6Kj+0X4IvhDlyaTEgXDSu53P+5Sk84RYM0nPvGdyLc/AtbsT/+T33mmv4uUWOQyTkJkW+7RAv/FTy19xDyI899BDyY3mGnCLmVati2z/WGpQ6pRdWXh6wlTYY6lbtxmSsxVTluqiVQe1qHj07jeagBFe6iEdDKvadfid+tJyIK0duxplntn3/RgVfMYxH6/z+/7aC6lhCPYcT8gFlmyJqr96lOY79XoI8LMcMnJ+1iik96+tKgRkzPCblkuMgbSV6Ag+zAKWtQDP+VF5uzysKTMibD/ANxpCQi3ChSufEVNMSXGa9bitv46hU5vpsdDHHFVfwMROxbNMKrUXdRMSbeBBchUx35cfnsULiQZ4SOSEvrBzLWxbXdY0SndVoZeMTBH1mPPRZnGzHuww+2gNKi8GrM+LdGR+wUYt1Y2/yup+zqgYDsQ9Zihq/VYpUgZATSHk34jbic84B/vY3oF+/kCvk0g6J81bewYQGx+4Kbi1mVvOqWUtlaC3rbzZfhSQ0YteNryFSNA8fz0Q2/y/Lu8Pjzwh5s9F7kDMIpK2/g7GXfRf1OqKxWeoImITzzFJef0yorKfV7mUz5Clx/I6pLeX4P9yI22se8rqfdE8iYSzR09nf3qWwcFIki9f7dYGx1Jmjmo1uq0LuTIq1Cbn3WJUUoc5QS5OZ+8BbIUl3xp8mQlbdbvaZzi5+p+u0rJOOQxHwhOMfuEr3BQ6oOZFu2BkZIXfu4oTcnN+2opv03HsAz7rty6gzsfW5Z1Qk4V48i5fifNdcuz7RK/nc3VrWU3sIeQ+6dIWcZBzJWmfAgOBKItGAWLTApD0ZydCZdfN2vrk1RGl5RnBo9F4yp4E2cHq50S7WR5YewJSdb2MGluPvfzWElEwQxVYskioVBcjFyGeblDZCoa1IMOAaXnkeatvJ5pnCba8+oQ+vSicOzWN2SN+Vjody0wYeJe7YAVx2mfsh4nlRVgboYIZSmD2jALOtQHPQ1VPZBkSWclXbPCRfCktZHbtPc1r4FXJ1BiemOmvwCrlhNyfktfoYt6v7wyOP8DGTADaFgTL/SVZOyCupYbvK/yWvsfD3qYxCr0Als7P5Qbupa5TIpW165Lca10sYQ4AdlgbvvnqNhSdelCmcGKlS4tECLYwm7wt4wIr3sA+DcfXOu/0qDUsRrtJwIIRaIZcmPlOaipnQoNiyHwjvjHgZ07EMB3KEjpMgoK6dNWso4FNj7KlRdIMUFDCRzd9VJ+PPDlWzkAhKjI9Zi3C4NksdAYuO73G2yrpjQmU93szXTF0BT37G53kcCaTJPOmeNAQeFXN/e5fCygm3PM4/IRcdHCJtxfYH+mzM0KMMveDMiK3tXOuxKtrvP/mEfw9lhrp1MrMcvfAJLkEBjvgdVaM1mb0nm7HLiLpJ9ZEHDwYa43msYdoneKGGibhi3pkoGzok7Bl+UaWe9rfW5x6JfJJ+wbsZ9/k8jyMu0WsWoLsS8tpuPEMejp53D7oaIRdXEArsY2lMGcMFUH6Qe5Bbe0dneUZwaHmLmNoRvEIubmBExiMl5CXXPIwC2LEhfS4m3NZ2kOsWWzEDLRWSCnlDM/JRAgfkkGs6bhaB2q4PqIdhgHUXDn6wCtnPhyf6p6vjG1HOxDycINiosfOMLJyIjL/5Jm9T26vAuz/wLO7atS58imswCWvRB0fwK07ELPzGNhXaqGVCxl0aaNLs/R7taAyxbMHB91cg8yVPu5iIL/rci9NwBx47x4LQjoQH2ixOyOPswQl5VYOGzV/VZvHZ+86Ev04UIlFX431koxQf4C/Q2ZvRcGgdUvp7ty/uUw6HBS1Q5IffTSDCpuAXlsPUNYbIjWY5vsB1iJM147J4NWsPdf+t3OClK6Cx8WBEnSZU0eO9VbDdEJJ6Tq3er9IwBZEUEPlTGhbFc8JStfz1V4xpHomfMTmslnWFMJ+tiAs+71LVbxJWrAXOCSHnt3OHC42NMiZeN8rjpBc2xIp/LBW3j1WoWvgJpkiKD7lFmCqHrVuEaY0kEnPxVLqfd7WyK4DNL1cD9urYV8gjUVmndZEa+AJ1Faa08Fai+P4CIc/l+wElHJsbLO61Q0ySUEWXRrMItG/J4PLZu7a08LVDnuA9L80cG5zBCXk0FXKyVaOvd0Po1osUdG6KtqmhQprMJNDnJSbiiaSz24WWa3pucW3W2WNjexarCnnZqiIUQIbhQ3vDbMqDtU4Fc1lkfvVZ9Typk3h82y3r0nOPrv0/MA7jsRFLMdPn3CMrNKmqvxTOeL4xKUxN3ZKQpwkjrz0V8h50bULeXpZnIm65BZg9GwNMW8Mm5PEVvEKuHBp9hdwliKjoERohj3Sx3vPZFkwt/pT9nPj6UyE/7nDWJPyAeahGphchJzRDxyylOhIlAzh9bfmF2xuFgyQDJ+S6ga2q0v36AatXA4MGudvU7jbwjfg2vIaL8Tkj44TfcFJIs2hLTn0RE7Aen1nO9v8+Sng1L3NA+FVf7dC+uAbv4Hblv4Le7/eUc/gmeI7/2eyYo6GBRyjinEobom40lbLYeTLex9XIx1HWVlm/13eO876Ef7EREdeUqdETcnPXqJAb5Em4AW/j1uT/st9ppMAATnzMFd6jCEo7f83qdH6ujC77ER/gSoxd38oCUBgiFwl56yqF2K4aidKwD15/HbjhBpxU/jH7lc7/YGu8lJCrBEIuCqi1pb0ZyvRS/XP/ZnO1z+a8Gp7Fpp+5/nn4AVPruZvCnxkqKyfkyuT4DmkR7izYE4V26RiOyUVTIQ8WjzisDqS6eHdYyhCBkGfHs+R4a0cC6Rz1HgxydyL527tUNr52KBO9K+SihaKt0RwwvhNdXyKpkLe2n+sqCGSXGmhUjXRACDqHMSYt67GqkI/8egET5ru2+hn8dt4b0MKCb/NvDft5mk1O7LAPwWEUIPekwWHP8BdiHrudOrhan3stZbUYhz8wQOkr1ivqpiiFbp3uOkNuNnctwdlYoqdC3gUJechBUkcRcupv3LQJGXNonmZ0WAtgloFXyJPGD4g5IQ+2gUdDyA23/oN9X1VwCaZeNCbkxy2d8Rje3AU8nAWcI9xmbeIrR4tMK1CIjoPhqpsx8d6r4XAeJ5jrhI6MFk7Ik0f4aROXydxtak9gPx7GExiHjTgZS9x3cWfGJYEmVX38BZq9LjsJf3wL2Fb7fy2lwhhXbgRF34TeKXgP15CpKic4ATZ40QmAMtXtDorKqCeVyrZ0DdPISRudKNSiLhKvBlMmUmwNMBykG71b4kT14Cg03eBQ8ovHabZ0WY/nTZrJ7OJOM3onuaam7EJ9lRUbj+eMN8ewFyfiv1h1lBIfnjlymcVb1a11lUI8f1t3d5DS8E8/ReBH/uqrGFK3KqRASZqQiRcE00QBtUAYat2Km7EC2VvoXDo16H3la1ayudqa7Oh6/+KbyvADTkdjA51soc2ud1fsVw6DBXbIe2WG3iJMSVwHz8sRWaFkD52HXbEyLsKVzKNieUNdl6iQi3u8VJxRRN2+GmTAycadUgelu5N5DbJEJLsaYKLq55hePkkS8+cLQV3DFcj2u3c9nvMmavdW46Gx3DFDhFXJX4S9yT8hl3Y8hVu9lMaE1FZO+29XEf/1Z5cqHVUT4wDxfrpMjwZIV1JZT6nkbebaMYOR3VfHGsepGBAO6Lh88pkcf0Uh26/q2+5Y907QrZyP00t48rgXyvF0/pte517Sup/xBy7F5iMzAXBxYxGibopa0FFRqegddGwRqD2RmMj1pSl8onxgV9TYiBY9hLwLQSyWdbkKuVB+SXQ2hLUAkmdiroMznV4nRF8hF3fdOJhCrpCHm0nb/MoyTKj5kQlq5L3jPUsaagZPWjywGfgLsMo6UGJdwJiLB2PDvSrItrvYawo1s26qMiHFxd9ExnF5QdrUXMx+inAafnT/jRTWxU34oYeAWbOCB5piC/u2bfD7Op/dcyZqkIQC3YvkRI5wIG0vptEq8RgFIuTEk9sdtKuMGEE9/vxNtyLk/kTdGrcX4y/4FfaEfmhyZgK2fTAXeSu70Ux5U/Qi63AotV2KkJvrW5CEZiSzPj3+4dzY92em6v+7x22Qgd4/dVOIhTyxhVhp8a7GyFsR8tDbiO8P/w0QIadzq34bEtAEhSYx5JEFlcMSEiEfUb4Et+AerNxxeZuEPL+YJwbiT4m8i4KgSeaviUTz/uy4K/kdHG4A1k5s/xbhzoQrMwulyEGjw0/PbAeKukkJaqB4pH5PJcgVu1aWjgzJmItBkYxkewPMZQ1+kyTbvv6OFhEswpn46h+bcM5jx3ntXdtcI7EPwKOtEsQrel2En/dPwbAk//am0vU85OSDMBZ2zdL5WIbpkMOJy/7+MV58sYCvV0TUwrVjjDFCTWaK+zwJcxJ0lMKy2L1GkDqrZZ30BHqbOCHPOGEo8oSXFDIhF44TFSnEx1AimSw0QzpOkgTd11f0Aj4F+mnL2Qy/9NxzNPHY1yq4h0ghS0tFNdJhdOm7ZYVcLuexIc2QU9t6dyTkPS3rx2rLOq1CNJvYEYRcYEgJjvAI+dFN1TiEvqiTpSJtMM9QR4PykSfjVryGj3FZmxt4JNZNRGgqnuTe2WuGX4eCWQMiI+S1Ts/G0sSD1RZFB0qsC8jOBnJyjHC5ZGz0O1SUlctwE/6FZ1TzkZjvn9nx9jMZzsU3+FFCAHibmkcBlE5NCjiDndMkNn59zvd4y3U9dr+1zOtv5hoz5toW4Qp8hOyCMCI2AbQpzVX9ggvwBZpKAiutf7ZpIFOzHuDiHR3tDnF4lwh5CJl/55q1rF39nsaHYI7n7ZfWEu+WdVOlEbWOJBxBbySqIidJDpVAyC0tMV/faAbu00/591AVy3Urf0YDUvDpUQ+BFMWsxQSEmNAUE3Di30VCrhZmfEUoBEIukwgztVsbcU4O8/+Ru5xMXyHUCjkFpWoHP46qxODrhyKdr9FqU/BWYhJOLLAfYlXDgVdMQiwIOVXCqD34zwx/XRzdEUfP+BvyUIrXez/fqS3roQi31lXa2GjGYZ13fGRWJgV0JKAYYDz+wFbw9blAU+GzdwnyEz5V+cVD7sDdeBGlaf6FGaTreagVcnEs7IbqxzAZazANq+CAwq96eWchXNu0uOwErz0r0ln7WLasl28oQQKMsEOB3icNQB9NOb7E+Xhp5ykhPV6qMk+itiLCPU70GfW7diaGYhcuS//J59xzGfjn5dD4JsTqT74ImajGlfhvt5whl86Rd1dht54K+bFKyPft4w+gUlh7p4qECnm8vT4s27Ndxt44B4cw8Tg71sVgftowZAJexwT377GeIV+4EDiv5j1cpzoRCz7iczzhYOz+z2HAtdi9hGa3C9ltdiNnCDZ5x1fICeflLsHIskLghcHAGVxRui0crdXjLdyEIf2B+wMcNvGUa4Ye63A85mJx0Da1tnBZwneYjv/g929TgAe4ZZvoA9qHAl7EISk/MuXw9x2Xk1EY9u7eDIwa49dWq4/jIFM3rR4URWk5EkK+lesytCXqZhPItzkhC7bkDKAMcFV4V8iNpY3IRhPrIFGkRX6+laaNxNLSOpi0vGUzavipHhCoqhJK9cDeIFQFVPE+nQ9SQm4obcK3uAIGJCAh7kOWbxZnetWtFH3dSslS66JQ2ojD8XyUgtwwDh/GVKzCHs3JIbesl8nyIIPVrRofCMoMvkZrmxuCJ0SeXIULAexVj8QgQeAqUmhTPEkCUrsnBfw/K/4shNxfF1hn+JCL96f9PRAhO5A0DldgO2ZNBn6R3P6vwa9ix1Y7bskag3GtHkPviy5xUgofjW2wHPH1l7yk7g0YoECC8xLqRXLfLhJ0QZ7Cz/v0VPpCifHEsbCrBKE0EeSjTmNiRHbfXzUfRV2gfV3acg3JGu9vVE2ToMZMxXLUOxLwvSte8gl2ng95+a+7kUPuOuqB6B+vRq8+GgzD16xTgtY2bbI25ONEyX/qHFyO6bgAX4V9nDIGJGEPkqAWnFSkes0uo8lL4FiK1mKj3a1C/mewPuupkB+rM+SZmVws6MEH219hXSTktvAq5GIBv9+g2OR9WmekY0nI6bP/xz8AB5RIuftaZElmy0J+fak0J26CzuxZLSwuDcvSl+hi0LIfASam7cR1+A/6//F5yI8RSVOw9m2pdc8CPBq1dY98BhegS9vl7Udev52/mCpVXsSieCYF3/KbK/wrplZtKWNknBIKaUOoybEDMHp0wAq5P1E3VyUn5NaUTDjSeYVcXtOqQl7O2alBlhiVgOCP4x/GbCzFjkHnIhaQVg+kCLV64Gg0+rTp3X3ob6hAFnIXe7xsTSX1OAsLcR6+hkojBPmp/DHaVoR8RepZeAW3w9x/ZMA24ksuabu7I9y2dSLktCYF6xCQJmTOSvgVfXHYc74EgDabV8j11nr/CZFLHqciPUq+4O3qv1unsN/p9khbXqXq9pb6P2/bOrXdFlsyWDdYoisyVeZjBeI4USwD4kha1kPZ4ysrPR1YUhzpMwO/YhaqnWkBH0OCbgRHmS8hf6L5Tpawbu3ckaoyIB/FcNbUxURhXape/gLuZLfRVDCRcakVI92v0xGObZpMhq2JJ2ArxsBo8R8bdnTLunEDb1evTuOq6Ml9U2AGX98qNwX3Im9tmTkKOxghJzIeyXGizkbxfGl9nbmE9gyH3jfzJ3aFieiOFfLUHkLegy45Q067zM03A/fc094vy03I48Ik5PuF7t9WI7IRI8lZj2lYgYlYF3NRt4XP7MKBXS0s4Lj33shen6YXXy3irJ7VoqzfNIzCdjw84ht0BhQnUX0ZGGzehMbi0IJFy6Zd7HMellYZsza1ttDnCs7chxj/YDPsIsz7+WbYEB+5jZdZLbQoVvl//3Vb+QB5hTIPckUHiaCMFIgg7dStyk3+Mv8i+XalZ0KWl8u87ett3puymHAwCgmISBHJuEeoHrWiYjl99+dR6w/OJk6m7RJCHi8zcf0Cyc7cXMkTEkaZJzJxE/JWir5fJ12Lv+MVWEYfj3bHggU4+N0O9uNErEdNlQMzZyIgIZa2rIuWYqLFWCDoenmv0YESIlPAlRNXYWrUba8KlZwlsaRuEn9GUNttBmpY4iQuveNHkzoSmdYSrMA0fHqY2/d1Vst6KBXSQIRc1Ncgo4vWMP22Hr9jBv6CD4Vsrfce6Gixsy4wgjbNu0p50dYHUIwCjPn9lZh4kEvVy/8QOgNpdwqkXt4VEGoyUySPgmV2RJ9VLFvWZXu4HpOlLyfklNCuVOV5FQUCQfr5P4V/CC7idJx8LTNDAb2vB3Uv4V+4CTV/eKupy03CPqb3rZCnWMrxK2ZiOXgs1UPIjz30EPJj2faso0CEXC53z8ZYraGRlou/vYht3lNc4dtu+UOvo+uxAtPxFm6MaYXc0tiCCY/MxT4MwotXbXdbCIWLuHy+WiTaJRVyS2gBdXtBPygBR5T9oIAT+94L7TgM+eV19jmfXRrcAiyWM7e5UwpQqshndlP7/ssTLgRbEd8MzSmRy59bNDwCs9X6J+TGPfx/1Md1hKKbJCosKGA/yrZvb1PUTd3AA0N5diZqz/krClCM5zJf8HqcpbLRa0YyUkQqiNhW9eBhLGCknAQTeRdFaNUD99yczkPInXG+Q+SWah7dmRWe3j3RYkfv9CbkYlupP3XmWIMIb//Fb+BDXI7eVEEDX+ADEWJph0SohDwuL8WdtAyWEFHCjv0YgLHYFHJCJBjIzvHPTsjNVUIHB1RQx3fDPlEJktKUbI55nGMdnHaPVko0sNkUUVmBBdrjZy+6DTswHCeWcwtTEcOtm3Ed3kbydt9Fx7rnEGbA06WlrPPuQjLXes5zfbr34uHSBu9ZD7dCLh33WgCetKMZZ3EszN/9jhVc5PgYD+Ap2Pce9Pv3jm5Z/05xHp7G/bCe6BknaojjMYdpb3BCLv38X8BdLGlCpFwThWXmlc73cBPegnGzt6aNvNkU0Ig8IUmOmfgdJ2AlZHB265b12m46Q95DyI9VQv7NN8CGDbHzfAiGG29k5fsll77Pfg31Xw6q5SIkeb1jc5qpktrH9mztVW8hz1EMtdyOix+KvJyfUMBXi2RXvTtYEUlNsORBe+NIH94Obir0FkwLBE0N34DkvfNi16bWBigjXZTPX2fjIk9AJC/jr8WeFXmF3KrjBNURgJBbD/IKuTGlAwk5gbpbXn8drv792ww09EYeGKrzs9i0itQKTYS1hr+/ZiEBESlO2fQ0apGKk5dG2CoigbQqsBhz2XclHOFVeYQBXZekKuCM56RbZvAQ8pYaTsibVZIK+bAByEAV+ii8g6rkxiPohTLEqSOcCQ8RUkJ8JT7Crfhnmx0CYhDa3GjFNtcIrMeEoJ69hMTePIuoRzNamloCtlOOx0aWFLgTL8ek7fXRxBfxV/wbJn0HjXp0QTRX82NjknXzAXIi5H144odGfAwlsWnPt9tl7VIhT63eh+HYhVS9d2ZxYun/8DZuwOAtn/k8xnrUuyKua/L+vbmGEyISRfSZKxaye24Hhygr5OJY2JP4B4ZgL7ttFLZFPBbWlXBlwz/xFB6EXKhMRyPqFotOrg8rTsY/8DTSz/Po15hS87yKAqGM7/0dr7LbtmBMVMfJEMfZe/Mh741xbdaZeAIPonrINJ/HxOd4EtGkI9OdRd3qummFvEfU7VicIaeV/aKLeI97cXH7ezUJLyicjKS35VlsetbVyd6EPBYV8qZSA0Z89wT7ef9lCzBdMhcZabBC1ejGMgOSeiehYNmH2IWnsW/fmWTghc6Ai3aCA+8jfWdohDyxiW9AuoF5HWrd45xyAnD4YyRt9RByW6OJBT+ytpIDQWDXc4LqaggQQJYKpD+7I0zIJaCRE/F6loi7+RN1S7Rw9q3vkwltlndLpgi7kHBo0UZZIZfbkIp6qMyBVelDhbQqcCPe9PyPMMT/ZGaBkMfF+yjYyE2enkdbHX+9FpUnMIlPVoLciGHn65b42X52dAoj5HvKNgE4Du0FKSEm8Lb9J9j7F+2BIBBi8RoSX2NzrZn5hRNaEoNHVwl5STgL36EeyfjSoEBWom+ig1sR8f8dq7bXb1OvxeEm4K/dMPgLFZYafn6a5fEI0VnymIUmUQMT9IiDGY2H6917Xiwq5LGeIY838wVSW9CqZz2FJ68URj/7QUUF+7ZbMxquFiuOOHt7Cb9Z6njsYYYe8a11OoSqpdziGbmKpkLusWJ8GtswAkYkYDeG4QkMa2XF2HV96wPBqo4Hudfa6w2dXiGvqeFfhMGDPbfbs/KAQ4BMiA8CQWqZuQSzMQe/YCeG+7HMDP04NSdnA3WAvYSfjyKWJZ2FH3AW/u1HyJ8SRNR9Rl2GiWiCWt39RDZTe1rWe9DlZshpOJvuTJKulJrrIISzAJauOMS+NyIpJpZn/gh5LCrkmy57EemuGhSpBmHK21dH9fpoQRSFQJoO8xVDVVeJodiDNJv3wtqR6C3OZ5v+gLEieKWNkG7hG1DSsMir0pEg52JeIZc31sPawiexHsh6Dxq0oOm8ayJ+XkeCQFAb/RPyo/YcbMRYOAYOQVeAP1G3W5T/hyvwIfTjhiIzoRkrMRUbDQNZ4ksEWYOtxfGoSo/SBlG4eGS26EsP0urBNeAdNoSPcWnI1YP9CePwKS5GQ4FH2EyexKvgymZP0sBex4M7q9ZTIZd29olK2ASdy+y1prQXpET3DdzsbjkNRojdFXLh2FJCqq1WaLlSjuXJZ7JRk3qDMkDb68Pu/x2rtlexlV5srf8zwlrHTyyLovtXyAmNCh4Vm47WdbrKerB4JLmFE/K4/t6EXJHC9wO12XeIXFHDH7Nl0EWsun6T2iMaSbDUcrLdLPNdN0QLRUVLbCrk0rGw0/K2M0HImFkxdjKsmgQvwc7OJOQHl5fiJCzF+LwKr/2CigC0Vko7jto6TjUKrsi2i/l1RH6c7Ol8QZZVlPu13PPn5kBdhqJ+ChFylUqcZu8+SO3mhLynQn4stqzv2uUxeW5vhXVCWRlw22049RC9wP+F5PxTu5YmFYFS/QAkxcDyjKBJCb9CHmwOtnpnFcYte5H9XH7rk+irjf5yWKmdA6vFgYJGGfIlL8Cp7rye9bxpfVCiKIDRoUXt90cx9a9cuMQfyOIjw1XNfs44rmMrxv1PG4JhqRXYXZeF1ZuAyZN5ddEOFXL6RV6CO3jcBfjvpuHolzcG/gr5r+rux0bcj+/OR8fC6QQ2b4Zs82bPTuMn0CCy80PzSeznfw4GkhJdzCuXSFXpnio2f0/YUHA+nsD5+NsM4IwoXpZMx89VhTX6IXJp9WARTsMZ+AFf41xcjo+xF0NCqh78lHM1vsLVeF2iIyVP4SVgtYSQi8GdXULIKaB7RXEnkhx1MB9+DqmpmV6EXJvavoRcSnTvwCusXb+tDgExCBWVy2lOOy6ENZS0L0ioSipWJSZEaF79ETwOGxS4GW+gF8pZQkQmBI2Rtr0e59qE3qiCo5TsBGNkk3esEnKJLV93hlGVAjhKYC6t77Iq6zQylu7kXUXJg7L8WgRqLL4JWm0jT5wnDMgCtvPKKcVlYkxmbeDrhkXhW30ULRSVAQh5uBVyXytGmX8rxmMQdkEPxNloiFrULdqW9ZZvfsBS3IANlrluu1pC04XXQff5jRiXIcfJIR6nn5c/j1/LZqLg3PH47dbIj5Msh28IqhpvQp5WsxeD6PxU9qZdzOdxJnkiUhz1SIChW8+Q13VTQt5TIT/WCXlHgMwQv/4a+VsXMbmKkFrWt3PPs4b02Nl9icGzDhYmWhGMkIeiFL3r8qeQACN26cdh0nPnxeQ13j3wO5yB71Gh7eNVOnJqO1d997ELd7BKfWFRYDIuWoARmqFFcj8PSewIUIZ3yAwePC1fzjdloYMQuVEU6w0jJuNdXIvt6tausxw0Q0to78kPv9fVtGlQXncd4iT9561F3ap5foRtsKQFR59TrYITy8b9nkFyUd9MVBGOFDItj3TkMaiQS6sHO9Tj2e/V1EIeRvXAn8ezPKcXtmA0EywUseK426CBBZ/O+o/X4y93foir8AEsJTVumyq3UnI7E3Jph8DDeBwlzO0W+AIXBOwQcCdkGvnaYZGFtnacJv8RN+N1tOw84NcN4TB6QwUHmpAYsRtCa9xbdjvTBojbGhvhzmMRJqeOddiUJARfW7sLzBq+L1gr6jqVkAerkNYfrHMnv9KGCqIbAjSZgt5Ci2+FPN7IN5z0Edms1kE5U7GdmVCXMRhz8DMeyfFeYwiKBIGQ22JXIceqVSzeaxcrxk6EUxTolLYtdVKF3LmTW56ZCryv39w+Krggd9vAtvk8TuAf9fdgFmmdP31yVMdJ1ZsTcn2TNyF/Zv+5LJGdc2SN38eZlYmSCjm67Qx5bY+oWw/aE3QxU3we0gx5RxNyQXZc7nQwsYhQFkD5Qa4O2dI7doRcqmqqQ3NELeuU9CAP4NdedaF6K7fUan74mZjZXflk8FqEKqOmE1XdAEyazTfAZW2Mkddv4+yULD+i8bKOFCIxWbncyZIDS10z8a7sWreQWSQQCapEkNuNFosLVVWuziHktFuPGMF+TCRlvACBRt3OclyF93B24q/uhphGNf9ATIc8RF7syI+WkMv1QoXcHgOZdYn4X9lfHkAuSphiMCXUlv1iC0n8z9ZohhwOL0JumTYbx2EL5qe/5b6NLHSs0ECT6l29apbHe6mwS9v8dWntS8hb2wN+Dd6GUYHsgITYPbIgEPIWeWiE/Nq65/E6boVqywa/CRFR3b0UuTFre7Ur+WtzGv+8PesH+8xiYnn/mvgB/gxoSshBCXIDcakOa1kPViGt38PXxXpZis+4hzaLL5Bxdl9CbrPJ2FhJ0qAsLFfORDmy0bCSWxYSmuTJ+AVzsD1zls9j7X0H4m1ch98TSS8mRhXy228Hhg8HPv4Y3Qlul4wAvmehfFaxIuTxR3k8rRjuTcjFaVDKlYfyP2gLp/oLnZf9PHniiBA3gBPyJLM3Idfaec+6Ktn/fLhRk4YapDE3je5IyFN7KuQ96AhIVXa7XIWc1EOFLEEyGkJanCpMCcwrWTmMGmxiA22KDg/iCdyBl+GAIjxRtwULmOcvef+SB/Dtd8hwgetLTFBtgW7LmrAUwUNZMOrrOMmTt3QBmXUAMwTx0E3rbDA3CWIFfnBI1h834V/4ul/0CtuR4KQRVfgZc/DWj71R+0cRs/GYI19KrnsRI01Wh5PxE/oX/+rzt8q1RTAiHltkY9zZ1w7FKK7OknjkiPsmcSOlNYESdbZ1m/AersEC0z3u+xjjeSeBpdhTIb9q6RU4gt4Ye+CLqF6SXMcvHkWMKuQiqho1KEMuqwo3IBkVb30b0uNe3zIVDihRsPfn1ppuXkkWMbYTPW5FNCsTvFuLBWEmgo9ScjtAag9I/t8EmgcNRIjdHRJN4RHyFj0X2LJVt2olXrAAQz9+CDng3S9/fTg3YjeE1rCr+OfnMP15Cbm/Do7ujA9O/gT5KMEf/S/qshXyukobtmEkDmqH+/wtLpcXGOId3i3rtNaOdW2EGlYkTD8OWfJqZKMSxgMe/RfR0cyP6xRsI8fiBryNdxP/HpsK+b59wMaNPCA8uc2m6WMLwsUiFwQ7I6mQi4UrWvepyBKpdWOvBl4hT5rsHU+npwOfyC/DatckVG1qu0y+b0Mj4mFgwnBtFtXaQNyM8RiC3Zim9k6uap2ckGvS/C82D075DRmowU84tVsTcpMpNur6XQ09hPxYI+Qk5raXW2CwzGlHgMpyQpWcCHkoM+R34wXmlaz4y+UxexkkXPSy7kG8ijvQAm1YFXLy+qU51qtKPEJGhFNtC/16AUeK6w/cAwPiMeSbp9jvshYeqLo6y4hcAGVsP9dfhSp7Cva87VExb439zXl4Czdh68Tr0BkYfkIqJmEtcl2lqPv4R3ZbrT66Wfbcqs1sg7rtwG0+f6vbepQpBicpTR0ixxCIkCf5qZAT6FoTSbdIwgktibxC7ij3VMiTjKXojaOI00Yn9OPIyGLicEXa2Ircia331BGfCAOsy9eG9DitnQdt6pQ4H0IuLbBMXfcS/ovLMbxiqdfjxdleW703ISe16A7pApHYA/79iynsprHyrSjabvRLiMVAymSW4SjyUKPmbe5twRbP12hXnW/lr3ZfLbTgi+Fl9+TErO3VoebrmquHkP9pCHlKSuyqVNQVKFbIYzlDfihxDEZjG+6e6Ovnpx+Yi/PwFc7B/7ziLmqDpd+pTTkzWw6DXkh6HvGsscp9u5jN3/HNv/s+b3Ab8vAr5J8K/ulz5gAZ3ctW8OCUKzAdy/DNwPvCJ+RCcWXWLM/nTUUWKrbQ7eEkGA3lRrcbUP7J3hVyKgJMla/BJKxD3ZbiNp9L+/5bMCARz5sF95QokNVXz1rTy0xJXp0oehcn5Lp0/xVyaTK6O86QJyXx40Koj42ERZdCDyE/FivkCxcCL70E9CZhh47dhXmFPHgQS2074lzuwNh1rHtteoRQK+RSL2Ca26Qpb7I8IlGlxwN4AUcKrVaGeJggq+fRSpMiFYdRAEdSx85jtwaRzZxMO3ttjQsD962L81IdKN7vBaVWib1pvIrYdx0PSEzJ0am9e1oUfUV8THv5G66P6+h+9VYV8iCE3FFe5UXCCfY0HizKJGbk2hb+/lTp0fWsGyechMlYi6dy3kAsccn2f+AF3IXkwfy1p+xbF9LjRA9udaqH8STaakHyNjsbc+Fy8m6UQWW/MbG4LHORr8UOfWYNgl+0S49/4hZ8or0WHQla1ydfkMdmI2ROBxSbvKsfrY//cuc0lmC5Zbhv8O8PjoSUgJFK7VZ+nlfLMttUbA8HTpGQmyMj5OIIEXGPaKpcnYkJPz2BA+iP0/e8gD8D3F1gMQiIqb7gcslirrIuSnJktXI8IyRl6/ANzsOvmOXVYSM+hjql6LmbE/mDbaUeQp627Tf8G9fj7FLftVGvdSIJDYgzVERfIadMxSef8J8vvRTdDc6CvswRogh9wybkYnHlrxXexRUSrgy3uFL88x72vUqehZR+vhZ+9UIxwLin7Qo5JWsI6oIILStaEWuxC0N04HBYHdCDr7PaNP+EXExUE7pjhVwu9yQEu+MceQ8hP9YIOfXCnHIK8Pe/e1JFHQFJhbytlvVDhzyLA7X9xBKjVbswGauRiMaQFTilXsA043UmvmdzlFxUiUj6fJZAoPtFC5cQrcibeLTyn6Evoi8O4+DMzqk4S+GcxvvWk7cFJuQJW1ZgGlagX6pvla2jYBzL7c8K7PxEsmZElx3Q90ry26JIsB3imSNTaucScibqJkSH0o2UXWtVPCC0CwrhBGdOHhsJqbd6MlR6G39/mgzJrhwBQnEoiIRQnVn3Hu7CS+g1k1feBxo2wmZuu91G7+REWpvuIeQJGVoMwn7kogymasHCzMLL5coU7551mybeS4WdKl+34Z94IvM1dAqmTOFRf2sjeQHi8RfJQsjNNUKkohDWHimadnO9jBptbK0MnZoIfc9ajRAR54i0ytXZ0DaUoz8OMWXjPwNGlxYy28Wzf7896ueSxhKxrJAHI+QUN4jXlNSRoPnXNfgdM/C86272uz1VeHCF5zp1GXmF0qHx1Z5IqjnIrCdXVEvMrCOtkJPzBrWsU9Xh7LPR3ZAQfIQ8YPKidXFFtG6k74+FWVyh++z8kpPoI7qhfh9jTOGxh/VQ24Q8tYI/l3ZsbEZJ79a9gbdwAxpXcQ0Dc42n9UKf6b8dZ3bxu1iKk5i4Z3eskHf3OfIeQt7FPMgJ0c6ftAuSk+GSyxEPY5st68ZPFqIUOXhPfX3M24D/XXcuVmMqJqi2Bn1u6WYt9fglCyECPTSYF3CkUKTxoFhtqPOKUzt5hJwh7zJOyIc2rmX2Zv5w2cY7WeZ6VH0b6m/tiJQzvT2YiEREUzmLy+GEnNqkHTan199kpZyQ27M7qSUgLQ0uQUJetnOnOyEnntsUxKnqeBVcluUh5KXn3spGQt7o9aT7tjgh4SB2BESKUBwKwiVUVMVOdXK54j6XTGZiS+SWcOCbbUFfi9PhYkKSrYMQEnh0CNuXqZwzV61VSGikehNy0QbN2WT08nKVdtt0KP79b96/f/HFMSXkshSeNFWafJNpZc0pzG5uVy9fMapo4HaPCJOQBxohiqTK1dlQmP9cPespyiZMxWrk1ga/dkOBdI2J5Qz5iQv/jh0YjlnlH/l97AXaRbgOb3uJYlr3HMIMLMdo12b2u0tQElXUerqQxH50py6uTVvWqCrkYnX8jDN8RTG6AdKbj+IW/BMnFr0XVoVcWlwRSbkFmvCKK5K9694fpuNa/AfPmG7xu3fZMoW4oA2pdbLZKzBzQp45MzajpOdYP2eaBNbNPC4wV/ONywkZdCn+A8rsliM4Cb9hGHZ1ywo5oYeQ96DrVMi/+gr47DOPH1RHYeFCbF5vx+e4uM0KefPWfcghfVKdH1nrKNEi+H8mq4SoOgRCLvX4PR9fsu82KN1ewCKk94sUqiy+WmjNdV5Vxk4eIWfoe/JAVMqz2Szpng/8twunWfjGkzCskwjqggVQ/PYL22RFfLE6L6rKWWK+h6AayrxT8toa/n7lBfmdd+2/8AJWP/IIXIImBJFxqfWZrokHjYpcT7lHrPy4i6wuFxJdjV4JiEiRVLKTicN9V0ze0rEhVI1HGqACzzqmDsnEwdSJ7OfqRcHnyEkRXQ6XDyGn2W8jeKBqquDHVGvn39Xp3h0C305/CVmowMoxt7j9vTNQhTRt8DWk3UABdpBsonjsT7d8CZpgvLro4ZCeVpnBk4Eas2+FfJN2Cs7H11gy53nEEvuHnsVENjfn+1eW9odYVrm6ApQWTsjliX8OQq7J5nuc3lIXM0Iuk7nC1jQIViFPqdqH4diFFL3/rOLDpnvxNm6AfTsX9CLYSvhiKraqK3P4d62w/kqzeU6tbzZPdGygdc5f509YFfKfBQFL8jnrhkhvPIh/4jZcVvac378H+qykRRMi5VRUoTgunOKKdO86gj7MEpVGGPztXbJ8Hgepq4MT8rK1xUyLxgoVes/sj1jAlMQDUlsxfzMmhxZP4QG8prorsPZJosf2TK0WbJu6GVJ7CHkP2hti8EFxWtCq8pNP8kV6g//5w3aDVgu1hr+wtgi5/BD3wbUWxHiAnJ5TxTe9RGUA5RQ/bbeiF/DjeAi54ItbXxS5A0J/XsCRQtNLCFZa+GrxwI7LsB4TkHNoJTobtIgfzOVV8obvfCvgNpMVGU4efKSP6RyCSpvhiG8eY7ZQImi8IJrKmTaJ3Kn5CWEs9W5bT2zkFXLtwM4j5K7zzkP1ccd5DYBJqz9xZl6h0eZ7KuSiDZw4Qm5ppJCEB4HxudERcrp2aHY5y87bnGNBqBoO8Op4ExLY8TCOmMR+l/8RfI7cVGl0VwX0ad5ZLaOCf17NlTzxp3cIxDzDu6Iky0hHFbLQaOHnQNLKH9jvbxyai06HH9YpHvt8HGWCQrmWgyE9lXXSdJyFb/Fili/pLhUOpdCMETNUDpnBRDZ3pXDdh1AgrXK9gtsiq3J1IShb+DmqSO5+lUx/0OXwxE+8LfohcjGWoDUn3G66YBXyOBPfx7S9/ftlmtW8m6SlUtJNIhQ5bGl871H2742dGIYjLo9Wj8zC4w6X3rdCLrVQlLYXR1Qh/+MPrhU0twusUe0ATXqClz5IqBVyadGE9hsi4+z5QiyuhLt3afpzQp7QEJyQly8VWt81g5kOTixgS+NvwiVkFwyKZDyIp/BMauCkqjxFSsjRLZHaQ8jbB8uXL8cZZ5yBnJwcyGQyfPuttw2Oy+XCww8/jF69ekGn02H27NnYv5/7W3c3iAtA0Cwx3WnPno61PIvA9zG+gh8j5dABMX8NNpGQq8whZ89FL+CHwNt7i9AHpchjAWEgL+BIoc/jq0WCja8WfUw7MAF/QOvqGirE9qmckCdu8SXkVVvLWTWSqF3a4BgP/4cA6WbZB0ewH/2ZGu5s/BJ15cwg4yTVXO5NyLc4R+MPjEPiaP/iMp0F8VqjwOQB/Wu4HP+F5nhPxTpb24BVmILllYPgtDnQVGXBOkzEbgxBQk50xEAZz9vhNC7/Yw2RtA0aDnGJ9QYlP690p87ATzgZS43HB30t5mYZPseF+F5xNnNZ8GtnVsMJebyTf9dleVfIxU5iUa3WYTB7rSWdgscf58b37/m2bIpBqE4Q8HHPabcB7YA8LMRZWNMy1udvdUcoWeGKOSHXRdCxLq1eURWT6jjhVrm6EjRWQbsg+c9RIY/L53tckiN2FfJw29XbqpAnt3BCHtfPzxA5PUbD9wNbjWc/UNZyQu7KEgj5KbMxAjtxh+Yt933kzXztkMX5rh0kliiO0UitFSOqkNMGQO3qXWHWrR0g6oHECUnUUAm5WFyhIgrtN5QwISzGySEVV6R71wI8zB5D606gvSthaB77e7M1OFUyb+Bt5dWZsYvLXdmckKuqhQq5KbDlngilkBQkPYsuOfoaA6QJ9rQ9om4xhslkwujRo/HGG/7VfJ977jm89tpreOutt7Bu3TrExcXhlFNOgSUUtaFjdIY86EVESsz03mmRph7ejsQPPyD39vNxF15ok5BnNvEKedK42FfIHWq+ESYozGHNwZLX7470E9nPKzHNfb9AXsCRIr5fJlYzjerJ7He1g5+rqoSusbHmXDaTEaHPDaf5HMe67byMVqnM9SE/HYHWRG8gDuITXIpHsSDqytlLGU8xu5patSd1TpfSpS3vsYRJ5okdn+Byo6UFOStXQk7t+GSGKwlE6DUubJyBj3E50oZ5gsu0gnhMwRombFZ3oI75elM1dVLi7qiPnTpRIOSCTVZrRNI2aC4WKuQabt8z4LqZOBU/YUHVzUEz3XT/i/E5rk//xudvzSpOvFtqDLBb7G4F2rhs74TE4OqVeA23Yvymt9nvTiNfO+zCWtIpoANLJ/vq1TEj5KL6rFSoSsQzK6fCAi1G1MZWGyLFXo0pWIXMitDnicXq1ShsxRz84tbzaI8Roo6AxsYzPaqUPwchT+rLCTk5dliNbQQDbUDcnyOp5gUqENhtLqQ5eOvQQWOW3wSuVc8r5I5az8WibeQkXiWMBoljQdSFRKLnBGWLKSAhpw40M/QBCXlIFXJa/8V/1o2hy+RrdByMbpeMUD4rsbhCCfr9GMASeoRqZIZUXJHuSV/iQv4/YAu4d6XMGQ8tLJjiWOml89QaG6yjmWBw9bhTESso8/kCqGvgL8ZSbcAA7EeeRvAP9QNVWk+F/FhGpxLyuXPn4oknnsA555zj8zeqjr/yyit46KGHcNZZZ2HUqFH48MMPUVZW5lNJ/9NUyHfxxQdDhsTGRDYcHDmCuMVfYwpWByXkzfUW5Ai+jr2mx56Q2zU8PZgoD32GnGHBAljt/HTXzj6Baab89htQVAS/XsCRInFoLhO8Ocf5NasaqZxdi5D3P20Irsj4Cc/Z7/SZejDsFizAovT9jhSxmA8LhCX51+Id/BW1Mk/lX9RpIXEvkcx0CuRyjH3lFSieeopdZwRxM6UZcXFtkDoWqHRK1Mp4qrhhXxUaGz0+ndFCk6hxBypktdIa/toGqaU8GKGylvIgwqzPcGe5RUvE9esj83iuSBiErRgFk10DY7MCWvDZ8Pje3haDOQ27cCtex4jiQva702QOqJTcYZgqtHivWuXzJ/HYi4TcJQqntYFkvRWX4mNcWv8GExmSIqOlhB2flIGx7XwZuPd7rMI0XLLt/pAfI1a53sdf3H7w/8M5+BGnxHyEqCNwVF7AyIEqszMXkY4DaXLQ9U5oPBxd27pIvGJSIRfEukb2bnS3Ml94W5Zf/RF7PF8oXQ2eCnmCiVfItX2yvcaC6DWKFm+f9bkP5+JrVI3z30reLOfxSUudKbIKeWEh0L8/t7XtxojL4gu6Eg6/ArPBbM+oeLLrokeRJfOI7Y3BlpCKK9571xPse7C9K6uXHAqFjO3BAUwxGL5sPJkJsNkuuxqxgq5vttd5qV+zFPsxCK8fPSvgY0SHFSLkPaJuxx66bFNDUVERKioqWJu6iKSkJBx//PFYs2YNLg6gUNvS0sK+RDQJUrU2m419dVXwor8KCoULNpv/VJx8+3YQDXcOGQJHB78XWXw8O1nI9szh4AuUv8/z8K97MRQuNCIRif2SYv6Z2wXfW7nFhF9+sWPaNP9iMLSI0ultsfDPkzbDeZavMQZr8eK9QzHoRJs7IS0UJWMCqswrFEr2GVVW2hDnFHo5dcoOP//E/9f6/06bpsD//ifH0qUOTJzoefOWA8XsuzE5t1OulYwMfsykRE9aORNJeUaGHTZbeFWExEQ6SeSoq/M8tugAvXc1a+O1B0t/tzPok7bm5yO5qAj2TZvgysuDSkWfgwyVO8pxNX5EQ3weZLKZXg4H9apMpFlr0bC3DLUastpRIjEx8PoRKmQ6zwVlrDUyRXMpJk2iWWQlrimlSsUjLKChUYfncTcjVDK48F7efEyaRJ81f8zKvpfiIszFhSfYcJxw44QJCjTsr8GehbWYNcv/eEtDLT27CnFxMp/39eak99h5/Gq+A33r7WiBFi61BjIF/V9PUCZL0Llnfem8dho4y7drdGGf54GuqbAxbhxYvLRvH2yUYZJkW2h8i46lp0KuCen/xelaWCcFoebIRUjqneQWxktxcUaRPDwztte2jmcPlNbmsJ530ZD7MaZkK/v5Q1yJm/AWfsOJeBiPsirXhZOdcDr/EfHa3Po40X61cqWMJfMo2A60b0SCS+IWotosw6bRXTvGiCWqZb3gdMlgLG5A8mDvBFg4MJnoOlUxAapw1y2FghLsClgsTna9790tw4gvHsaN4Mk/ikFoTbi65DEM++wR7LhwAQaL50O8MNbSUOc5V+wy2KGAtk8qu41cZVcpTsIAx15Ur/wVCXMHY6viOCzDOJybb/d7rAvjL4CjyYxRLr3P3y0W/nqVSgdsrdw+3O/po48gLyqC4/BhOLvYuRSztY923RRP+baxtB7KBG8q0tLC92uZzM9e/+CDGLhjB1SfP+K+aQj2YNt6A+LS7udKKgFeo3TvugSfsds+xmXYh0EB966cHCWOHpXh8GE7MjN94w5qaNi1i+/XAwfSGoCYQN+f7wmp1nL2mVvrePLIqvY9t0QokrVMsNgOJeTy8OOkYwGJiXx/rK3l1/2xgFCvmS5LyImME7JaGUnS7+Lf/OHpp5/Go48+6nP7zz//DH2n+dy0jZISyhjOgtNpQ2Hhj37vc9wvv4DkRfYqFNhHmdQOROaBA6wJmwg5weGQY8mSJT73Ky5sQiVmwKVXo2mx//cRCQZ/+imKS5PwVtHpoE/h94YTcfccJdLSmvHJ0DvQO7cReyWKpHv3UrViOhoazCgs/AX79qWg0jIdqxNOwj7jjzhQuAXthfj4U9HYqMF33y7H1cIc7ubd27BfwwlvR6P1cUpL64ssZKL4wzUoHO1pkvnZNBxf4E3k5KpQ08Hnlxg0p6WdjJtqn8fjeIS1qRMJJzJOmyXNwL6VfjeampawQkI4SKtNwxyYse9HKwqT+CJu/NcWGPEcfqk5A4WFnatme1yfPoyQ7//6a+xTKmG1nsQmwY788DNTgT1gGYjCQm8xl17KVFAhaM/yDbCt247DeBWbj06O+r04LA6cK/z886LFUGf5dne827cQJ5e+jedwN+7FC+y2LFRiPh5lx25an1L89NM89/3XbhqOcgzAEed+FAoH7+TSrfgYj2D1xzNReIp/T+Om9/fAifux5sAJKCy8y/tvTTRTX4ANG/ZCJqM94SRotVYUFi72vl9NBajYqmhuYP/bUVbGbm+w2t2vJVz4W/vCxUl5eUgoKcHG119H5USuOk/YuZMGvXmrJKHaaAz5dZ4MLbOT+/nzQsQN54TctLUBlwqV6FU7VkG2K3ZelA3lZeyzdZqNePbZdRg2rDYkojto0+/s+wpMw+u4hRHyCdiAi1IXYtqwUvSW7Y742EhRfM01bN+4dPcrqK31dBoE2jciQWPjaSyU2rDhNxQXdw2tkPbGDZn7UFkZh2e2L8cQm6BrEwG2b6cun2mwWk0oLPw1rMfu309je6Nx5EgFFi3agOuX3oubIGPrTwUycQj9BbEu2ksexVu/3o3/W1TIzs8Wgfw3V5TzNcEBXODcDBdceLdlMQ4K594I9kzV+Gnhb9jjOoiysunUyIzdu/9AYaFvyfSR5CdR3JSIx/asQlkhnysWsXcvuWgMQHHxIRQWCt2OEigsFpz67besbXVVfj7qO2EP7qi1jzAbeqZM/ut3vyDukHdrV10djRcmYfNmap/ybdHuvWQJjqO/jBgBxY4ypKIO3z/3KRJm+NcM8Ld3bcYYHIct2IvBeBIPsfjC3971gGk5xmIldr5yCWou99WaaTjqRD9jPxyQD8SBA7/g8OHYkGCyvD8be1Du6oV3v/sR1r1cm8noVAZcG8sbdRjBukNk+MtC8i8/2OHNtO2NQ4eodWUyioqaUFjYefa84cAs2CUes4Q8UjzwwAO48847vSrk+fn5OPnkk5EoUTHuatixQxTJUWHePM9iIIWChICoTfCsszAgwH3aCzLqE3n8cTcht9vlOO20WVC16ot5aY8cM3EFLjjNiY/nxS57tfeTLTh55QKsQC6eYOSM42+1z+PklW+z7Lf0cxNbjhQKPbt9715OPKdPV+L009v3s/vJOgcjsAF7XYvcQfUJc6aj14S8Ds/K0eY5Z84cr+M0wLYb//5PLxgPxkF+YhVUev63Dz9U4BvI8dIFDsybF8O2gTDw+6ynMOILklt51F0Rp+8yYbO86CQXBp/xj7CfN+Wu6zAdH+DX2idxwrx72G0r/rmdBQSpqVpM6uDrqfVxOiSM4Qy2WNi1nZKiZC31GS5eSTDqe/msCxtSPwZZ3uYqdZAnJjBf8ir1MIyJ8r3QTN92tq2rMfn4GcgaJqioSCD/4w/syFmAX5bMw731nJBnowIP5n2Ai6a4MGuQHU7J6/jqKx4VTJjQD/Pmcf2LPXVZwLJHMNSwBeNPnevXymXNIt6XptTpfN7/L79QlwdVMAZjSpoLH+BK1Mv7Yt48Cq482LpXD3wFxLks7DlWPbKU3Z6QlY0TwvysAl1TkUAxZw4TdZtgtXp9VmYz/xxaoEEDkpDetx+mh/g6a+Up0DnLMar3UAyex0UAtx3kogtVqlycdjqRx+ghf+wx7N6nxKNLJ7HGc6XNivnzpyE314XFUx/DUDr+D/u3ayPrQUUdV46X3f13vHzSADTNS0AiDFj62j4MufB19rdozIPE42R1DMbJKx/DTSHuG+GCiJzVysOoM86Y6TVW0p2Rl6dgLbyDB0/BvHnREBAeI6SmxoV9HCor+XWSmpqNxMTTUFurFI4xkfKHkYIGprMhJnZRQ9W10zBjhgufr++P87dMRe+h/fHsvBFMYN3plDGl94sumePW8tkZ9yLQdAB99ek4ft48/HrLQoyFDbNGzcAJ88b5vKYnnlCguBgYOfJ4n8+F1ivCkCGeNVAK2WefQdnSAle/fph8++3hy863M2K59hEuT/4GFQ1avDxzDEZO9C6W3X8/PwBTp07EiSf6nl8KYb9MnTcPW0v+QGrDr8ivk2NKCOeQuHdZv/yRODj2YAi7/f28+X73rg26j3A81sNsuxjT/Dz/pqd+xlaMwT7VCPQ9cxNiBaq8X30DdVbKcNxxc1GcuI+/96RUn2tFXI9vWsHPf8IHH4zAL78Mb3M9PtaQkSHDY4/R2psU1drdkRA7tY9ZQp6dzecnKisrmcq6CPp9zJjA/rgajYZ9tQYtILFYRNoL1B4ltloHfJ2ff07lEygnTw5RqjOGECINKSH395nSTDZh8GD6e2wkCijombv6EVwFuVAplbkrp5T9JjGP99fMR5HcM1ovzpy2tPDPs+9/HsQzsCN1+HVQqWKv/i6FXmFlRK+lrAGVyGKtp3HpiZ12/rU+TkPPHoE6WSpSXXXY8eU2jPgrt6ASCocoKFBApeqctOqIoS42B/beyvmAxGnk/fyHcfFUGUbQfFgEn6NLmBmUGwzuz0JZzkXs7L16d/ra0NSXZ97lO3ZArqIWTn67q5KLoTUnZPq8RmtqNvuMZNU17uDNpk+OyXs5XredaSAUJQX4uB9/HCMAPPrAQuAZflOBqgyHD8ugUPBWQukZNGPDCzgOZehn+wtUqtHstsEXjEXzNVrWTl30+2H0PWWQz79xGXnF0a5J8Hlfcw6+hVvwMoqWXgAkT8eV+C/2WkZBpfLukNJl8GOvsxvZcxxIPR6H0YS4PhMi/qxisp/QkPR770Gxbh0UkucSG7n+hjfZ11unALNC/FcmZTJALY5V/L0SLAd5R1lDXC76xug833VAzdqDT8G17Hexvf6a0idYQo3Ncrb6X7SOkyDjuic34XZYUKQaiClPc/X8TSkTMbZ+Kep/3AjVZb5EJxLQ/5u3ZgGuhjLkfSNcNFcZsA/DYEQ8UuLWQaXqpkpKAeY4DQZlVKEIjXYRKGQL93oSrxObTY7qak+swY/xE371R6qr+euVDx+BrzECs2R8fRPnUSnYp6KIiOaELPJqhKOshr2+uyruQW8UYYdhDVQqX9XBRL0dCTDCblRDpfLuLBKnorTaAPvrF1+wb7JLL4WqCytyxSqW3ph2Cg42ABbhGPj7rPT6AOfXOm6XqZg2DUfW5WDTsr4wGQZhRiiv6/HHMdzpQuMXr7Bf594xGLecRcux/73LmpVP3quQlZb5fd/Nm/ay7zUZQzEoxnEE0SASsq2pUQEmYYRJF+/zOsT1+FrIvc73YOvxsYpMQduhri4IV+piCPV1dllC3rdvX0bKly5d6ibglGUgtfWbbroJf0pRNxL7oK/OQDJXJU1CI2RwMkLuD4f20qyECgMGtI/6NlWcKbiiYEoFuyf7Lahvn3iir+ALVfxmHngbF6AG2weQgGD7EnKLLgUwAqbSBubnTDDkoMuAAuD9WSfg+IrvUPP1MkAg5CP2/w9KpCM/YwKFDZ3z4hYsYEYmh4XgXZz5JO6iUHg2mnDhShQJuUfER1fDj42ioHNE7KRoLCjgPxw4wPxN1GouDiSv4cI1thRfP117dj4ObytAQ4sOyYI4kT0uKWZaCETI2zK0sB4WsjjUsm4vDbh+TTn6OYbhD6y30QU62m0TtC1hLEYZVmP5c2txRDNIOM6ex7mahHlvna+qW6LMgMHYh+r6o7DV8gy0Re3bBaVJ44/VO7nFzu85l7G5wRfpNO9MkLDb+PHAlCleN7feu0VrsVBg0qSwMQapv7LtME88mZNzY2pPeBXFtkLVmQi51Mv3/VXzUeQQjiWJbe1VsMdwIcXZeAlHMFxTjNeveJKJMDUNPR5YvRSy9RRoXx+T17lrVxpKSzkJh/BaH8UjTO8g0L4RLsyVBgzEATZ7rIg/NoLDWOAvlc/hEXwHw883AVdw3YJofcijUVmXinVRe3og/RHxfqL4pehIYFm6CsvwAA45yYbRMxpkTc1iZMxVIfiaO3nrqTrZ//jj07vPwkQUYuXv7wGX0xUSoso6eTgtFkZtLqUBk+6PBMEMw+DH+SyYqBtT2Nu9m/88aRIM15yB65YB02sA/4NPvqjeRbrsDUz/5NL5A6ALJoNACpSbAHWVfy9yxR4+ftDSL/ZOLTco/oN0bIDl96sBMxcKdOnigq7HF+ILVCETm3Ec7saLvutxN0kGGo382u/CuatjS2XdaDRiy5Yt7EsUcqOfi4uLmbDNHXfcwVTYFy5ciO3bt+PKK69knuVnn302/pSEvDMhEHJCPEgcyX871TsrBqIY+Ril8J6figbeVhUXMN9aIuMUBAVS3xY3eCIURYv3It1Vg2ZoMfgSX4/eWKMlnq8Y1gqPDGRXsxO1HM/9yOM28hkce4sDb9ZegBWYjt7xnS9fSdcBBck03knfo74uhAhMYfQQ8sQmvsHqBuWjs2FNToaL9DKoT40Ea1TeVjzODN/ZuEPn3YO+OIx3cx4Cmvj7cibEhpBLr59gcJZ4CHmyqwHmGv+zUglWXunX9c7wUkRebuE+5MZf12HmTPgqIgsy61QVaA1ZMiffymYD7PU8qrNqfD3YdRmC562LP5c4ztXpkiKDBoFZHTwjtBjEgJC3aPk6bavyqF8fkvXHVzgPVQMFZfcYJkjJTo6Qh5KAXr5Exod99jCuKvGoGFchC9OMi9nt9Hf9STwp2Kt4LWKF+nrPoivuE0TGaf+Ild+5qYKfd1QhX7aci53+GZBvL2JuItqj3OK0s33Ipf7Uj2EBKpGBEdghnI++yv1pigZcgC8wrYQLe1n3HMR0rMBIJxcaFOFK54lQeS1PjOqcnBSpU+KC2rI6DabwSObXX/OyMBWfhg7FnwEn2X7CTfgXDdeHp0hPhtx/+Qtw8snU0oDRPL+LrVtDd4zbW56ImfgVd6d/AF1q8AVW3Y8n7PUNPLHZGsllPNbVjI09IZ9t+Z6pt8u2bIZcJORx8UHtYkdiB2bRe8OLWI/xzOb26FFXRHaxXRFJSZ5pDtH9oLugUwn5H3/8geOOO459EWj2m35+WJh1uPfee3Hrrbfi+uuvx4QJExiBX7x4MbRdjd3EAOJGHtCH/IcfaEDJ3arT4aDPvLERaYl2GJDot0JO9hW5DqLjJcgb61vRixTS7PcZWCRMyHDLjO/hOzcu3axpjzv62Ur2896k41lVrr3hSOSE3FEtzL8q2/CX7wRkXTjD7dFMHs7V2yvY50lJjvThbQujHGtQpHKiqmr2zPJktPAKedKIzifkBAeNpBw8SIPW7qxvkpUHgvLszICtW+STqzDE0PeMuicbTsYB9Idi2+ag9yu3pWMTk9cRXsvW8oB+1YTE/hleJC3DxoOc48HXtatLHneTNILMxEm0S+8bACuTOflWWZrgqOfH1a71Q8j752Ag9qEPDrOg2NXYBB05Bms7RyehLYjHnnxtf8YcZJf8EfJjrXHcestR44lUCrXn4gJ8haOnx6azTEpg78YLbM0QvcRbE12xeiMSo1dxG/ubtJp+6qr5KLjweKYOXNcSh8aa2MgUp6R4sklSSyN6rVH7nQsJpRsvN7oJud+EUjeFM5nvcbL66JK3IvGK1odc6k9NyEI1KpDNzkd//tRpzSX4AhfhoSqeUHKU8LGO5mQ+KilC3ovvhZqGStZppyfRDlpT0vxn80QrRZdgrRjye6VOmeuuA66PTXfIsYCLq17Fv3Az4ratCS95wTwT3wd++on9SvkLvdKKPo1bULzdk3APhj2HtfgdM7F7/BVt3jdhCCfkqWbfCjmdE72NvEKeMT32hLwllS9OztJy7EibgX/iFlT1J3nlwHaxtI6KmIg/sA6TsBPDkfz2czxYOMahUHhsaqmxpDuhUwn5iSeeyPzGW3+9TxebYP/y2GOPMVV1i8WCX375BYOoqtANIc7MBKwEUgZ1/nz3ItThoJRUYiLUGk6H/RHykuWHWAWC7EbSh8RO3Uaa/RarMA/gKfa30/AjPsNFPr610pyNawUn5A0jpqEj4ErhwUpGxTasxmQscp2OroaB549GI5KYkNK+L7agdivfbCoVOVCou2qbRuRQpnGiqrbwDZsquTRDT8gc1zUIuYtal/v1Y4ISYtCWCb6BqvN9kySiAQWJKynN/H3JhapxtMh1FqM/DsHR4KefUIL/ptyGcdiEfeCm4o27fKsIZLsVD57dTx6Y4UXSLgKfmxyNrSApPylJo/vJzYGNyJVp/L1qrU1wNfHXadP7vv/4ZCUOYCAq0IsVVx7543SYEYeBO/+HLgEq2e/yqC6LQehkrMEc/II4R2iCMIQ142/FmfgOGwtEnXygVDgkZO8XC0gJ7H14liXypO3B0vtJqzf/xl9xG/4Ju6AFIq2m767NxMgCAxNP2rAlNq3fpPhOInPivmETJkNfwh1R+52LCaWL6//FfjcgwW9CqdtCiIgVhuhKVFarLGJC3tqHnEYfNo/hbeIH0Q9G4Zj486eOz+OdJImuRkaqRJNpO7WoS6DsX4AdGI5iVz5amlqgAE/iaVP9E3KnNjAhD0oyx44F3n4b6IbjmIFg1/A13dEorPGhflatQOfOetVUbMFxqPj0t5D+t1iUH0xuoW0gdVSeeyTLafdO4lZsKkMSmlhSsvcsvgfGEs4svtgqqsqxLON8tn5WjpsXxFv9cdY9SusxYQtGwQwdhmE3xnx6H7PZ7A5I7aZe5J1KyHsQRsu6GLANi30WLhyIG6c/Ql67ltsylOoH+lVMjhTS7DcF6xTcPYP78TpuZn+noH75gGu8PjtpC1xBMSfk8ad2DCGXpfHVIt1QhMlYi3FOsu7oWiDSvTeTR6JVXy6DYQ8n5HX6zp+nbg+oRWEvKyeu5QdM+BZnYbV8GpLyu577ghiI3IPncRk+gmKyxxZLRC95JUv4/HBkBCplvbAHg+GKqNznC5ucZ7QcpuA96yLZW4VprDWustG397R+P29Xt0KFxLzEVi12HgG2Rxg98255LtIPx484FaY838hJk8YDbq3N4B5EdMYl+F2zxHWLOuA1Np4cUCZ0ds86SfRu4l0Ns2a5+y3FYy8KpakSQu8IaxxyPBbhTBTBY89jKq5luh+xIuT+EqRatPhtD5ZWbyyCLoUCLr/V9OMm87/HqgmM9gNSGKZ94wXcBRUcrHp0L55nr7V11TRUSBNK1+Jdd4W8ddW/O7evKzL4Hqcx1nVay7q0Qs6wYAEaC3j/cknaaHzyCfDbb1xodtin8726FuJzhQQtbCxhqKoVrHQFMWERsrmnshbge3Wvo7nWQ7L16QEIuU643Y/NUTTdAN0Rdh1fq8VkakiE3OnkveliBUtAfQ5ZygHNa0Kzs81d8j6uwns4LrvteZXM0b0YqS1BHmoOeSdHS5fwuPyIeiA0iRGcxG1Ansf3c219uTi9hbi40NfjMdiGl3An7k35N5wXXcx1S0Q8+CBwyy3Axo2h9/p3EaT2EPIedBohp4ulKxDyp57Cv+vPx2Ss9kvIm7fzebKGtNiLplF2m6lv54lBnAy341UU6s5jv/VZ/QlToBchLuTZKEdf50E4IMegq7zFk9oLrj59GVE67OCVV6tAbroajpx5KyN771gug/UgJ+TGpO5JyOXDh+IuvIDX4rhl2mFTBs7Bt7h20IqYJo+iApHKJ59k83FqFd8gV2MqPsFlSB7uy6bSesexhM8w1048mfAMhmIPGmfx6yFa2BT8nLUbgxNyUZn/5ZHv4lT8hO06PhMuReMB3q5eJ09nn7V3i93DjJyJWf3WJO3rvNsxDz+ibNqFPs+rzeSJFL29CXKjECgl+E+uzFc8hVdwO5oPlkHt4MGyKqkLEHJxXpR8l44c8U/IE0MfIhdb+cTZOqrobCzLRjN06K2KYlg6SIL0RdyFaVjBRIRatwdL80Nng3ckECn2V02fxMfIsX61d7AdDcjuh/aNlUm8S+kw+kABBz5LvMGnahoqpAmlhTiD3TYOGwPO0HdHqDL5iaZtro8JIY9FhZyg2MFnwJ0jRgfVH4nPjmcxAcFQ0ghtE6+Qq/Ky/HYhUaevSMgpsShahfpAIOSy5jAq5M8+C6xde8yRomjh1AtdTyLTDEUAb88ePmdPDJTIuQDHSC78rN3nrQEQCOfsfhLv4RqMUu9p8750rPtnmTAAB/HvL5Px++88XqevRbv64148i0V5f2uXBJy2D19A443l0NaVIROViNfY2ixYEcRxjYfwJK46pRzyzz71DF+TOMy//gW88QYfl6BB/JdeOmZa2lO7KSHvYpOtf14EnSGnMhQF6/THWMqXh4vlyzHX/BM+xZmw2/v5/Fl+kFfIrb0HdJD6tgInTPgImFvFdzlapAXQukMbdr+WQ6hCBup0uRiS1zGV0OZZp2Pmi6djmn0FZuMntMjDUGXqQPS5/mR88h8gaQNwzQBOyK2Z3ZOQk3DbS7gLSXbgDaqgCONgVMnrMqDog6o4djuyznqCXp3PvLgU8VlkrqeDHs0wHKSNtG+sRshhV/Jo19ksiXZbgVo4D9VmoBy98NqYP7B9e4KboEthOswJeaM6A9l+WuyCKSIbA3esQ5udjMMoQBV64f3RL+OCXQswf7YG/gSzr7a+hVwcxa7DlyPREVwpuUNBim3Urrp+PbB6NRtCFoNQkZCrk0JfP3KdR3EZlmHgXjoRzkDNLtLbtTPykTlcENSLZYJ05XxMLPmdzWMWoQ9m5Bfh4qn879LqzbUlC5BPctXkw4w9uBSfMAIrE1qK6X6JDcVYj/OQu7gcLufRmCTKyHuX7H5uvf5z2P6tZIroTUjEH0nnYtinn0b0nNKE0pu4iema0KiWv4RSd4U2h0fEcda6qGIesXWYAmv6PZxuBZ8KOXWllXFCppskKH0FAJ1bTbIkZrloLGlAoplXyHV9vSvk4rpLBe9KawpuxxdI0VvxdqAnFpQi5ZYQK+T0Adx/P4/t6IT5sxjZMytSoZtJ0Alx3+4KkrygxAVhyBCPVzBJp8wYA3wL5Fa3XSGnfSvfdoj93Gsm9yAPCMEhoraOX9cPPUSdXAuwRidonDQ78DwWAIeAF/twYszWvhhpSCQM4ptliqUcT2w/E8OwERv2f8+GNQOtx952sfO91mM36IMlzZr33gP+9z9g+3bgrruA++4DTjsNuPlmYM4cdFWkpXXPGfIeQn4szJCLld+BAzu330lQWk9Bvd8KeVwFr5Arh8Z+lqa1+rYHWmDRIj403qrvjX5d3TIVWajEfZfWinbJ7Q6xSkUWbdJqY1cDaSmS9UhjI2DeJ6zikqRGd4JIVJua+IZfVkREU438/C5SHRdPWAo0duxAP+M2JCMe5+IbVCtzkJg4129QWafIhN5xBMnWyhgTcqFl3Ry4Ql69rRx5MEANK/qPjgf+C5QftftsK/vyZ+FMlOKk4yz4SELSaN6WsvpP4h/4CafgSnzoQ9KMBqoayXza9Aj64X2RhcOgsc7TDaTcrYUmgB5hszIBcAAttcY2rYs6HKQdQIR81SpmeeRW2BfWj3AIeZ/qDfgIV2DbPuoGOgO120pBnKJanoVsrbJdEqRLvhgNXEpn32Fs+b0Bqf3m+1Rvhn3GRxNqkYpD6MeIKx1nOv4UMJKl4fCT6OBtg8ZpRfHyIvQ+0TfpGymWpl+EU3Aebun1DV4pvwj55ZH3xUsTSuPxh1vQLpDFVneEPjeFJQPNzgj2Ni8bPB7wFBbKmSBeOISmdYXcZrahXzOPlXJOHdXm4w2KZKTY69Fc0QjYFaxzI2GA9wJCicD18uNR4CzCxi1r8BUuQI7HcMYHTb2H43NcCGPieLSWJvBLMsWkECmG/4nIuDTLqjB7t6xLu9F9CPkaQQBusrewWZ+zRgN/J/X/w2g80oCkgsAH6ejvBzEATjQhAVmjvRMwgbQi7pM4MzigwAPNXDyQOmJEuPUjqPMGsUHKML6IZDgrYbYJIqbJcUHX499+s+PHH7dg7twxmDlT6d8ulhZmOufoi9qpRHJO+9B33/FOXJGQU8AkVta7CFK7aYW8p2X9WGhZ7wrt6hJCnowGv7Zn6xzjsRwnIGESn+fpMBALkZLxTz6Bw9gsWUNkGDM7vcMXi65OyCkpf/Ho3bgHz2GboQ9uxJuwTO+6WdFokJjgwkSsw2zXzzDWWTH189tgQhzOL30VXQqjeCDZp2kbBmI/3sFf8abrhoD7YYOWB5BrMRlbMQqpLbEpyzkEQu4MQsjrdvByeJUyB+OqFzOydd9PJ/ncr6pOiXLkwN67n98Wu60YjeWYwSqnrVue/7ttFAuccg+tCOhjSxAr89LbpLAoefBnqzdC5+KEXJPSRQi5ONdHFXJ3EOqCTlg/NMmhE3JNNs8GxrXwVuKm3bwqXattn0QbHaNTL0lBiaKA/X5koW/LKBGsrb15y/gGkPm7zK/YFs1g7o/jraclX8XO/oxA5gUOKJF15SnMe7i3vYh5EUcCShQR2X4ohBn67gr98SNB/TnHYUvYndb+bPAiEcRrXSE/sNmAr3EeNsonIG9anzYfb1bx7CVVyEc6tkKDFiRP9Y1dsuXUZVKN2l2VbdolVk48ExfjcyzMvantCjl9cCIhp/76PxlkiXyxVjQb/SYughJycb5FQHJfWoN6s58PL9wW9P/WrOJtGSX6wUG7cFo7RBQjDx/hMozFRvd9TsViDMFutyZFrPUjyPGG9kUqgqltwqhVip92Mcl6PGOGC9Onl7LvIXWcUAXpxhu5eMeOHcA99wBXcXFEhsJCYNw44J//7DIl6dQeQt6DTiPku3d3OULeukJOIym3GJ7BDCxHrzPGd9ILBK1GwGWX4afMy2FspFQrjxbuvLPj7GjSlI3Mi53ElQg2ZddsWSdcEr8Qz+E+DMZe/B9uxAHtyG4pRkRB1EpMw884BcZDVdDVHmWt3nFZgTe3ziTk+Q3b3ArrDYHKvhRUxnl62UdhOxLSYyMs0xCfh70YhGZ54M/HtI+TvXp9LlJ6JyAV9Ugx+6qsVwu8JyPDvybEQfRnt/XDIR+SRvPhCTBCm+T7vqgpRhzxuWTvAuaJnd3o62lLsKoFQl5nYEQimFJyp1TICdu2sdEkCtiJHBgQz9R7wyHkuhxOyOPtnJC3HOLHw5AYI0W3ACjJ5NZ3jcv8tIwuWIAmFU+IWkZODCq2VTuAB9q2lbG19zwg2GUPn5KEIjVvUz30WWT/g/boJYbjWZD+MBb4zGxGKhZ3LCElVXRb4bbQoaI1yaGkRhpqIhLEa10h33Q4FZfhE9w+eT3kyrZD2w8GPIHz8SW2gCeB5Ao50jJ8H9coJD2V2zdz73JXYHEAfWBNN98KOQk6kuo1ja2cdRb+bKiZMJc5QnzU+8HQCDm18onFqVaEnFCazscU6pcFnyO3bOV7RH3m4JC1IkhYlEZu6Pw6B9+57zMVq7ELw/AYHmkX/QilRsFeJ1kN6wWnEk2qnwp5rDB8OPDcc4DUzerDD/m5etttQE4OcMEF3Ia5lbBeRyK1mxLynpb1Y2GG/PXXgdtvD1z+6QRCXtaKkB86xBO+iYnegXdH47CiP/pgOeY1f4MVOAG9UYzPcREaylNi3k4UCEm58UiTDPK0qLueijfDggVIruWlxelYzpSYb7lFjmeeif0sVGdDnBlMc9XCVNaI5CbuQa4f1MVa9ElchSYHarciE3N8SHdrWJKzqFfbjYTc2JxrH01+Ax8dBJ4fAZwS4D7Ww/zcMSXlIG9YDvs5w17GbISklYdBq97DS9iGZBNZcZ3g02L38+f9gMuAHJRj5wYzErI8LXY6pxCEpPkmBqhrYAn5dOMoBpn2sTnerTYSf/MNtGyCxY61qgH/xeXMT/jk9C6SjKEgp6CAi7qtWwfV6NlogZZZEhKsGaGXIONyBTsnZwP77izm61BLevsScsvgMUD5t4y0+MPn1nOwHTqMvnQOpgYpBiqnHg9sBdIOrPXZHz3aIbz6HCrhpfPx5a2zUIJsDE57DWW9j0f/A7th/nUd8FholpTS/69c8RsuMK5nlfbf0y6gPvy2Zza7GYh4UuKIqr4UFPvTeGiL5BCIlNMXgRwX2O0CofEeTQvm+OIR35YsoW1iT//T8O12IK3cMy8uGUt2wxSfRTL6GLB7Eb4g4cpKapfm3Sz+Ppf/b+88wKMouzb8bHqHQAik0TtSBAQpgghSrNgFUUA/FXtvPwYQsGBB/dQPsIuKCvYGgtJ7R3qvobf0kDb/dd7JbHaT3WQDSXZ289zXBbMzO7s7mTMz7znvaRbkIzdN3OFBJXvIDe/4tde6X7dzA5ZGDfEbGqJbESe1U4NcwqlFyWzQoLDang37ut+Jn37oisC8ng7riBj47dILuWU3LDl/3LYGxJ34EsdQW7W9k3occ3GFmjTtjsUVXj9CnndSay20wCAPjqpAg9wRUvite3c9pH3dOuD77/V/0pHgzjuB8eMrPZW2Zk3vNMjpIfeEHHK52GXmqq4ekuM2CpKjHeWQ79mYjgCcUzXn3JVuIkrTZTs/xbfQKzJLBeo4HEYvzKvUdjQyqyk9voVm2IbXuv4KMyKhgRev+ki9jsIp3I8pXt1LN81Xl4nkDEaf0w3y6q0TTOkhjz6zXU0mCVnVnBvk2dGFx5+GUPiVU56weJ+LVjAuipakG+Q5UbGo1UbPdZMwa8nhs6Xpzt/xBN5Bw4yNTkOez0I3JI+t2Gf3fqimhzMG13Ks8TfSdqE5tiulSB13rfASe95mnj2Hu/AlbsYPla/YlISE8LzzjmqMa6uEyvnxD3D9gRpeN9Iqh6yzWfA7pnvI82Mr1iAP7qJ7GWslFfeQSz3S/x26Dg/hf2g0rOQ47oRbdM9X0/R1OJecpecbDxqn8ot79VIp9mop665GPJ3eeQo98uZhML5B3Rah0C7ROwFEbHXBQ17k9+8cnIvmkx5Vb+2IuATzH5yuvP0lef29ERnjv/QZisXohoy1pVeqdmSoLIN9HrDR47vofs6wzVITY/fgisPwQZ7xCC0Vo95G4IqFKtXulTzJFC7OOZn0FCMgRS8Elh3g/LmRsG0O8uGLSRvs/7ZiHnJRQgyDXC7qKkiYkyLrxnmSyRE7fdhJ/riB/+BbMAHP4/cDJV8A1Y7pHvLANiV7yG1rQDyASer6FMNblgvRQ00GG8a4o64R5cVg7Wt8grvVbwiVPm5JbYNHHtG95OvXA48/rm+TziB//WU/a1KSwlABHvJT5oigLzdokHtKH3IzUOAhr4ZkO4Ncjj3r3cmqtU7isYfcFvJszL4Pwnf4A1dZt0ueW2W3o0n2058YNXDaatyYCdvQQYNJeNCre+lacwZ3JKlrWIjuYDKDXEbymjWRb/FFF+gKSF4N5wb5pptG42KsVa/TfMovEsNQdiUVxRn+x3VjT4uJRXCNYJy26Nf8yQ32YevBaXrMekBsLafK/ZFgPb/89Ord1u1SpElyc4WQaMcGeaa/vQEeXNvxOcgLLswhV8cS4CQayV1IOKBEQSUk2Ok3Es1aFsJjw63tnJL3ncEa/0sxAzcj9yI9pLyiiLtaN8gbZG1BtvIOFmK0uZX55CJtnouR0KMBTlqiVH/or55ej3kLLzzf+Mhi/Zo64hOnrtPoa3WDvPHpFaotXFnynR/E/1Rf6nQEo3nKSmzb6as8uSW12PJWOuSvUiG7mXtcdwfaGirSPlWQSANhDF5SrSmL7ucMW6ecGOTvLO6gKuhfGlp84s8RTfO3qRD09ju+xWVYjFb5jnOP82vqz9+4HH2yMDfAeapLQIQ+2AfmllJl/cCBQp2qf39URSJyT2MIvkTXvV9ZW4nZnqdi+ePXXAO89BJw++0Ov8+IjJAayLZedlvkOTTIdwauxGxUu77kEIyS+nsbkR2VUT+iS+Y/uBufWddDarlxIllO8ttv652fpDq7eMcND5zMrMTF6Q/D2bMLBVoB1PDSkHUa5GY3yFetAoYP18NF3M311+OOa5JxBeYqg9xn7Fir9+Dksp1qtnBTUmSZvBflie2s+jX4Q+VfCu5oR5MWUGiQl1WprgxsQwd3oLAqvjf30jVSB86t0SvxnkU1RMSZLFRQBrdVqzAhMR0nUVCI0EF4noG8ZUwupPuVU4l1AL03vauKxDX4/g07ZcmWvVp9rEYHWJrobQ5PBehh68lb7XufhWfpBnlQvPPCimdr6AZ55ibdCyVknChMTnWW65/pb2+Ah9R2LM/5lyWqaJUZ0Q+pSJ6QYPP2/BWFvQH2qLzFD3OGl+mzkjsrqRlGsaoplhG4FTPgc1XFKv1xXeriyZBJKhppyzZ7tWL/T2vRGcvRtX3JPe1lvNh6x3j84nMDpuMWfPBxAK6YV5hvvAyX4j/4CC+pLa5PGqas1RPIj4XrtQoa39AaM3xvw3i8iB2b7CcPSsp3fhXPq98VQpHplZOWZSE9UI/GOHfU9V7kYqhIhoZeEE/PuxWP4xz0Ue+/iWfwQuQklwwaW4P88PrjqJ1/VLUKbNzXter8Xfd/g+m4DcMyJ6n1rOqOZ4t8YvTnr0wSCbmBzg0i/4LODYEFnRycesgl7FqMcimkVaQ7jNdTEHXy/J1J+BJ3YXTKU3ZRL+FvjXFskEt7yFGj9BB/B8gpbR26B9ec+x67FztW8qSeyebkePxjuRINO5ecW+msv7cjKrJ+RF6twtmpLzBUFb90O3LzDRxoL4tZs3SX9bffAv366QIdORLYqbdDLk9q0CAnbskhlzCdzz8HfjVB2HNQEPJCRQG2KIN86w4/q/egMXSlZyeauC3kuWh/Yz/kVXg4kTMyg/Qnxh+4Bn13/Q9mw3ZSojf+sXopvLmX7rlg3VAJ2rVJLU8Emix/3KBBA/gG+VuLuvnHOfeQS96jYZBnFkQAlIeytGvZCVUkLm3bQachwuODxuMSrIY28Aa1nhymG+SZu+0N8uo5ukEe1sC5ApQV17CwGEUBGcd1b3Y2/BEQ5jhHLTvQ3gAPi3FskOfFxGMHmsH30H6Vn70pTa8Kbiqk8thnn8Hv8AFE4ST64y9clju3zF8zstZHqljSycA45cgQxHFRkUjNgPWdR2ApumHdRvtBrOkPr6ouAPefe9clb/S+vATchulYh/Zqewz0h9ClWIGPcB9GqSeU65OG2Vt1D3latG6QS1rHe12/Vcbf8vVBLk1ayu89jwmoXnCvSTE3b5y0LAtZwfoYl3OsDFpxXh6+T+lrnfg1xpq+mIMF6KFev5TxNHxT7dNeHCEhzYa+tP83PYF8v39jhEa76EGMtG+NlRfleOLTp2F9bEJh9fX8QOce8sDIULvaFyXmkIvVZls8q4pg3OfXndadTOEFtTIMvXH7bl/HBrkL18OXvkNVa7qT0x0/N42+9xKt44qjxLb4qIEv8vBq8Fj1T14bFC1IWl5YYnWF9XvchEfCPy+xMrxbuekmYPVqvYe5pLfKw/OVV/RrXHLQJf+8nA3y1FTn0RCeiJmC9qo0TnPIzdLyrFirEQv6LxmF4fBRg6t4GwUpcnEvPlazhZ8vScTevMoL4yva39gY8I32NLb9jSuac6GRQIGeEpte/jOEF4rtpMQwfF4sF8obe+nmhOjXaGpyPn7CQFhq17WJDTAXcp9J+NtnGI4RXQqqcDsgLu8AfsFA9fpEeINyU5aO4Aq71n2OeqwarcbE4yUkJVyKk6csSMku9ITnZechUtNvhOpNnBvkZ3regPtXNkRQRCf0LNiWnmHBLPSDv59MGjkmJ7jQQy6GuzPvgVEzKeOk7rnK8TGBl6Eo998PzJ0Ly5QpCPNtpvqmZ/uWPbxmZcJNWHMcuPNkLgJTjsOCKMTFVfzce7t2eh61pBnaknB0pVpW69OpVG+0NNsxinzNx+X4BPegKeyfnxLb8LY0HXZx0tBvv26Q59bXIzmEzp11Q1oclLYdfmyx/V55Hr6E0eo5Kf2qxbvr6u97K9lhNVRBybyTrnvIF105FpenzUESYvFx9Ei7gpR3xs/HmmpXoFaPFtb0uNIQ57Kq9L5EN8iPRreFq09B30j7CUyLk3yK/KuvRevXr8V4jMRIvIK8YOcGv9FK0WitaIthOASmnQJyq5ksZ6ZycHSfS7cTubvGYozSGz9ck1jcIBdDT2a/pCNFCRFjZ+q2BTYtxrHZ6zF//h3Fij+m/vwPxmEeUmvJ+Fa8RWcxbIqPFhaVHGPVIWVbM7tCk8696OdLQP0Y68Skq8UT3RbdJ+3R5N+bbwK//aZH9kqeubT0NCqxCeJJF6PdURVFF5DHg/ycpCCIl7yES8KjoIfc7CHrZjLI09PxnxX3qnDCo0nBSEqyKEXlTTxp9RyIMe6ukGdnIUbuaEdzqrbNjHqQ+WLWS8uP8sZeupta3oan8QYSM17AjfgJf/Q1WQ9ygxMn0P+74XgZI/ENBmFHdn2nYbGRMYUevvFNv7yg8FnbEN3e0D0MUknWUV2B1BQNqamanUG+6uqXMACzsCC8sHL1md2nrQXXqjcsmNZ2QFifS/Eh7sffpwpznc+GxqnvGx4zy+nncm0M8jRLuFPvQb0z6zAWibjl+Adq/ZyvSVqeOWp/tmQJIvwy1cvzMcgNW+bwot04jto4bqldKUWcOzc6iWH4DI3+KLyvTmw6hvi8AyoCp9GtHVz2RsszSAxyMcblsxvQWu0nxrBI+Am8bf1saZOGESf06K2AFo0Kj7WTptIC/Gf/4XLElVzHkgblj9xKj7gyI3kRkWWKG1056ndcvlCvWbJvxAQcOuyDOXNy8eSTq9Vy7z4Lam2aB/zPJqKslJ5qhoMgaLtukJ9r5mJFNzH4atkb/f7xtZ1GIQnSmUHQQpwb5EYrRRlLZTLSkYc85pVH9JCVH390+Vi9Bdv7/KUCg1wQY9zQG4/p7d7tC3d/9BFw443AxIklRnb9tEevZRG+Z4PDyK6QBTPxIl7GgNyyRZyKzli0VoSjbRVBWGP9AdMG/6JGsD4umB4pnCTt0aSHuRgCX31lX5T6rruARo10uUglzDLi61s4znlT2DoNcjMb5DL9IxUqzGKQ+/mhx46PcQu+R36ybTXFQiXY3SHPjkKMKjKcyBnL+47CZNyvXltMWNXNTJMXlcWhtlfjLTyNFfmXqHWZcDAdkkf74HtotnKqMorr4CjuvddByHiBAtJpQE1rusGWhScuqH6DrbL0e0FRxCH4ymFdgRNLdiANYVjn08E6a2+ERRuec+HsTj1c/YwlEv4hzmMQG9pErMtjz7b6bmgJEahZkTE4hDi8jmcwMHaV0/1iT29GIsbj1jy9snG2n4kqrBt066Yvly5FmK+ueOWch0HeHmsxGF8jfPFMtX7Wv3L6UF5c+zA+w90YunuUajUm7J2uy2RPYAtExDsvOljUGy2F6YwWQ+/iMbTFRnUNSh6vbQ9rVyYNs7PylSEd2bHQIO9aLwl70AgT91xvjZpwZdJSjHFvnrQsC1qkPsHmk1y6Rrx/7m40HX+ner2g9UPoNmmIGlt69tTQo0eSWhYba6R4hTzQ5jpP2zDSrxNO6wZ58KUu9jwTg6+WvYc8uIFjD7nhfZuGwbgbn2B3Gz1FxxHBNQsn+jJPZxbzkIciDSF//6L3sTLlAFSx2N7nYzCmYKpWj24qmqNt5yE3Kqw76D9uG9nVImO1Wm8HCdPRiqVPhhzUY9YtzUqusG4mqrfQDfJwpOGHw44rzJsambG37SQgk2zLlwP79ulF+mTwl9mTqVNLnYDz9jxyGuRmziGXChRytUlsRvOSeyZWCoGByPbTFcQaPnqOVxhS8TDet3ov3JGvXSzE6JtEda+7sx2NPCyMcF9Tllk30eRFZWG0uRGlSAZrUbbNhigOLb4fp4xdYSReVsuiioWhgNyV9Iq1+JvknF9I/QZbZelj3KuWRquXopNsUrgtFBkI9ys0ZgxP+fFDhYWyksKaIQaHMahegULlBGnD3c2yFLdkTcWx7WftDPKSwvSW9BuLBBzCc3jdWhjOEX7V7b8kx9+EHnJD2dy1C/Ut+9XLHP+yG+TXHJqErzEEvbbpxaqSwyo4gbyA+gNaqGulGlJwaLFekTpjvh6ufiTeebi6I2+0bYshaZlnm28sy9Eqh3sU/uw0usRJQ7mGLslZpop9xVxVGH0R0zEOR31iVJ2RXd+tKXXSMrGKTFqWBUuNSKQjpNRORzLhkXX1TaiuncXGsEvRZakTL2dRJk8GTp4Erruu0CArgnhR/ZGN5tiq1uOuct0gD65TaJCL7hLR1LFBLp64tZb2mIkB+Bt9kNJUn9B1RFD1IFWM8QfciMz0wgr+MskoHvLr8Ct8MjN072DHjqhq2N/n462uHJlos9Ub7QzylBRg0yanLc9sI7tGYIqaoI7GCUzAs8Uiu2qd0Q3yiEs8xyCPal140vwtBbmtnozMsMvM/9dfA1deqds3Mvk2dKjehmPCBJe+hgY5qdwcciNcXWaQTFKqOytQjxOJCT6BuDhNhQ5KeNYaXKzCW83iPaiscCJnSHqMYZBbgs1pkJtl8qKyiPI9g05YgTSEIx2haJ28GGbCVrEQo0Z4GB8UCxkXxc62+rMoH8JU3HlBLetslaXLsFAtxYPhaJItY6deLSw5NLawJ3jmJpxCDXy/ttAwPnnGF0cRg9TYkhUgUb6+9RmMqRiK4/P0qKDIv2eo2hRv7L/F6ecibJyuJYVl+0cWMchLaF3kNkTzb6WnuvQoKOaWex4GeX5BKHGDnB1qmRFZOQZ5QKg/9gRfpF4n/aEnkodu1T3k+R2dGzElpdDMhePWRN2xRP/+f5cpXU5aOjvqBmDUCIyo4Y/qNQsHAUlt2Fdbb392euaKUict54YPRH/MVJNL3jxpWRYODXwYYUjH6w2nON1HIiXWdn4AzbI24IQlGlFzZzgt0FgMKWYrCrt4zQYMcFgUSgxy0TtexQv40f82Ve3fVUJidV0mFWHqOyK7OHZ6iL1Qx+c4onBKTXqGhJTc5eCm4Jm4GT8g3demvkXBHOVgTFPL/NsHF7aLqkIUvc8XQFcQ1+Jiq95Yq1YRg1w6DcmMhkRLOMjzL5ruYqRIPYs37SK75v2VjYQc/YFQp6fnGOTBkUF4LUAP7z/qG+u064lHIfaMeM2lPZoooOPG6ZNUMoNqWz9CJmNEeCUY5BIV7xXnhAa5yUPW9+/XH9pmCFcvICtYv1mCs9Iws6t4CfTWJR2xFhp86D0ooOmhubgd36nXllBzTKaYdfKismi6fzZW4FJrIZmazZy34XIHixdbrIrFbhQatUVDxiXF0lYBMTDCes+3foOtsvQU3kYKwrECnfE6ni42yZazXzdMMqoXGuRRTWugBs6gVv5Ra/6kBPkIhpJVEscj9JDilA260pR3JkVNTAT7nCvRIO+GxXgXj+LG1C+c7hdQw94gzzOjQW4Ttt4le75a5p2HQV60IFZe7coxyIWT8XoOZ9aydcoYa3RK95DXuqrTeaXQ9MY8tS7X39xe46yThk3b6uclcudK3NLrhNLtbHNGpSWnsHu3bvQ0LqznZiWrrf4sCFy/otRJy/GNPsNMXIUP6r/p1ZOWZSGyhqVUD9XUN46h0Z7ZKmXg0FvfIeaSMoQlSWSZ9DqWCs3JyUDfvsBW3RNuG7IuE6yjMRbvdvm2TBWoQxvHqDZ6w/EZ/Px9rH+PI84G6nHrQ/EFauYWJDk7wTDYMzIKU4vE1qiBU+iHv9R7vT8e5JbWsO6m6H0uHu1r8Sv64G+r3vhNy3H2Bnkp4eqO0l0EWdpGdh2Yt1tFxMgETJ32heOWqSm4fg7m6rPlR9PCnHY98Vgkt/zFF/X2aAsX2veZl9xzCZ+Te18e/pmZ1nNi6DcSSOMt54QGuZkNcgnhkBmjKc5noCubc4ZBfi4Vlvw8ZQC84lM1Qp7LQnhkYe6BT4hJPeRVjIAo+5zB6A7myuGzVSxsi1YVDRnfrReNVsh2UXYd5eGVtX5DUWVJ2ql1wXI8hzeKTbJZjugGeW50obEX1TJaKUGi9JzaplviNRb+jLfxOK7IdF48yyAtWp+EyN2uG+Raqh6znhvoPGa90cH5WIzL8CjeQ9czzn8jsGbhd0iF/YN1SvbYuruw247A1rAgH1N66h61suBTs6DYVgGWhMozyPPb6AZ58I712LNbw/Xaz3jO9000vrHNBafQ9OqRZ500TGumF4iTYqKSi2pgpGxIS04h4puPsARdcX++Hr5vS/V+uoc84cgKpx52g7CkbWpZs1tzr560LAuGh+qMkyLrUsH+3sQ6qqbBn4O/xsVPOI52KDW89fff9fBuCV/v3dvuAWhb+Kut69HqimqxofgE/8EPuFk5XktyWKeF6gb5I3gf8ftLjqzSa15oyEjXrKlFw5PG4WZ8r2oQrEM7XHbse7e0hjUDtvf5NrTA77gWZ1ADn8Tq93l8TJ69bA2D3EG4urN0FxkTZWkb2RWWpIerHwxpZt7WYUUwrp9r839S6xLZJ7irtXCFYrHos/1GbqERJSzREXPmAHfcoYR9+qs/1N/+ZEahM8JbzgkNcrNXWZfpVhOVcc22McjPzF2PAGTjpcdOV4mQ57IQFKtrKycQhb9rD/GKcBpPJ7B24YNeioyF1TZXYS/b27wtCqoG27SiMxBvi4FsFwNY9iuah3c+jw17o8jidJIt4KRukFviCj0N0t/5uI8eUnjqXz2kvfaWeXgc76JNSunpAfn1dIPc74C9QV5Sm6Fw38Ic9twQ5zHrQbX09zIQrCrsL+r0FExJv37AL7/g0YSf1fmXMPCy4hdl7yEPalh5Bnn1y3WDPP7keqxa46MmS+Z3eMq1MGUXU2jkWdp/6Sh8guFqfQQmoQW22KV2DFg6Su0XvG09umIZGgYdLvZbvvP/URNI8fkH8dTgwyV6WWqf0Q3yap1NUMvFJETlHsVvuAYfH+xb7L3jxzTcfLNeyKzrjTG49qvbzv+HREGfNQu46CJ9lvGNN+w85JdgJWKRhLZtjBJhriEdl/r6z8NidENi2nMljtFZ1QorsPtFlDxu/HmsA/LEIFyy0C616Hm8qt4/jugLSi3yeIrc53LPCSJW2b7p5jGFHnIxxqQAWAkecleLL0ad1lN4ztTyjHB12xS2/pittl2JOQ67nngt77+vT8CNGqV7ypOTUWO3XrhPWk+OKpiM9Zpzonk5ycnJ8pRWSzMzdqw8eTTtvvs0U7Ol3SB1oD/636SWWQjQjm044u7DMg+jR2ubbx+rtYtOUucnB74akK/Fx2tqu7xfWWRnZ2s///yzWhJN2/nLZv0mA7TtQa01s2DIKTMzW10nidAfBi9irDpcWcoL2Z6QoGnnzmku7Zebe/7HJJ997jn9dHVsm13su9aHd1NvLn1yht32zSEd1fYVL/6q1hfX058X8657q9TfXPLot2rf9RHd1fq8S59X6/MvftzpZzZ8sMgq05L2O7n9pHU/H+RqzzyjmfqeatNGP9xHHy37Z1eNm2n9W6fjZm3j9C1aZXH2QLL1tx+8/ZR6+dBD5fsb8+ZZf0LbjObqRS587O4F+Tdu3CJtdWRvtbLoP5/bfYd6FgPaEUSr5UD8qD5j3FPq/QIyTmVoebCo7cc3HSvfP8aDObH5mFUQuecKHxA5mTna4qjrtNvwjdasmehg5XQ/HTmiaU8+qT8AC55RbVrna8dQSx3Dv5+uKtMYLc/QL3Cn+uwydC5xjJ7XueBhKM+n/y4o8eu3BLfX773hf1qvRePZLPpA0etUrmdPoKKefa/ctVUbixe16d3eUevffKOfl8sv1zQtP1/Tdu3StC+/tMrdEcb9nGhzXuXfaIyy3s/D78rVGmC39t/HdmmegO1zbi/qqhfGc6ik68dr9b68PG3dW/9oUzFES0ewthXNrDaI2e8pV+1QesjN6iE/dUqf+nvgASC/sFqn2yjI2xiw5wNEIBnZOfqBzvAdhJOvflSlveGOQowGHp+s1sV7GY5Urwin8XSCbDzkJwPjTTeL6morOgnlq+iWdfLZO3sewCa0wp//xsHHYu992qy1wmp0QEirBnbbUyN0j3nWHt0jGZR6Ui39YkpPIq/eXveQR6fpHnJLuu4h10Kdh6wHRhV6xbUw5x7y0Ljq6IhVaInN0GApsTCTu5Hr8ppjH2M6bkHDNdPLfJ0Gx+ge8n2oh1sxAzW7t0BlUS0hAoNj5qE2jiLkh6m4A1+heysnMc3niW0qxk340Wk3gDNnghCdqoc3R1zcyKHnqQ6O4xvcjoXo4dTLcnDeLlUoSqJqolpUTgs5T6Ba/cLUiOT9emcEYVGvRHQ7+Ss+wr34+cPjdoUXLwiJK3/rLeCVV5QuUr+ehvSNu1VRS4l0uOHFVi7lkBpj9LBD43AXvlTbonCy5DHaaEYuTRCOhJZ4T2YXdHBIO14YvSPXpVyfRjSTO1vDmo1edbaqlpRtV3+s1iWqwuohlzBmCQkbMqRIY/LS0138kIMbIJFGQPiBzVix2hd70RAnIhqZbux3hO110QmrVBi+PIeq7PXj44OtMVeoe1bawQ7ATGsEobecExrkZjXIJXdi8WI9VEtiq9yMMYjdmfI+InEGN+EHtT05L5SGpgNFb7RN6PB7eNg7wmk8lYLJpF4DCw3yXclRpiwC4moruspoWde4ex00wU7U0k7g8IrCSqcyBz08ewouwWpU763n8hpk1dDDo/MP6iHroZl6LnlgbOkF9Op01Q3ymPzDqoevT2bpfc8CaxVq+6dyIpzeW4Ehvtjg1xHPYQKyEITL1r4Ls16nPeN34+Vj9+IWfI/TS7aW+ToNuKgphuJzjMBkNZ7Y2BKVQtall+MUamJMzkh8hTvRIe5ouX6/bSqG5OUK0uqoaGpH9ZA0xOYeUK9rd2vstCrzIHyLw4gtVjzRKBp0aokern4o1HNyTysD/xB/VSBLSD2gT7osf+4n9Fr+mnq98bFP0LxHdIXpIt8nXYqlKKi5gKYYfPjNUnUR2zFa5G0QjhTHY3TBPfnpvMKJxxdfDSnxnjRaKoZaMqytYeW6NAwHt7eGNRmNh3VXy6bnNuH0zlP2BrmrOEh3mTPPHxFxBePD0iXYv0UfT6SgtxnH/qLYXhf3Y4p1MqcqXz8xBX9rKiIwBF953z2leTmeErL+wgt6qMVjjxVsmDxZ33DVVW4+Mj00TMK5jLCrReiqlrvQsNxCZL0B2xAj41wZ/9wRTuO1oUtlxAhnexEvWeXxAl52GJ7qDhzJSe4luU6mTdOXzu4tV/c7X7YGtVXnaPn//WLddrIw+lvLyrLf//frP9Rmop/2yWWfqfUk33j9HH9Rejhpfl6+9mjQFK0vZmlb1p/Tvmk5VluKS7VZw75xGnbaqk7hwTyI90sMO61eXVMh3Cq8/Zb3TXdPGdfph7jH+jc9gwllvk6PHdO0EKRp0TiqJcTlaZVGgUwiIjStNTaoY05GuDqG8kzXMcYj47yMxuhiKRvx8fnal4mfqfVUhKpry0DuFduwViPkUZa222U/Yd4V+vcubDysXI7fWxA5HPDRQ2m/f3aFtuvP7UreKkWl/RMVcj8Zsn8DT9oJ8V9c5JIuUtYxunDsGKtlIlC9TsD+Eu/JZTED9WfMoMlavdhs7ThqqvVX8Wy5pxZVJhX57NsV0EIfZ1742ar6Dhyo6SkKb7yhaSdOnNf3brwh0YGM800z9pflOedqapo3632553lOPMUOpUFuEiSnUS6sp54q2CDJg7Lh6afdfGT2g9inGOp2Q9OsFFX0zsG/REWvovHmB/P5TibNQW/tKbyhjcP/meYBbmY5LWyk3+/zer1k3bZhXZ5SaqKiiu//ySf6NT5ggG5gG0rswcX7XPq9du30z//+u6b176+//ky37e0wFGUxxowb6wF8UKKi9Vz1Ak1PjKvhn2pmklXR69T4txhdynydZmRo2g34QX1uTXDXSru2DZlMwDPa0YLc7L9xRYUov85yRo3f2njrGG3qoLcc1otwZJSVlNv7xLU7tSGYqn11X8m5w1UGmxzsddAn7OR624hW6vWRgLpadnp2hdxPtrL7H0aUWRcpOkZnw8/pGO3snnwFz5d4Ty6uN1h/Zl4/UdsQN8A6KRSO5GLXqZkNwsocpxa0uF8/Zx2e1P77X/0cDbkhVdN89NoQWlJSmb/TkN8XGFLsOjHL2H+hzzlH14+Z9Ql3nRN3wxxybwhZF0zQg9w2H+NH3GR97S15G+VF0fYbUvXaq8JpPJCi4al98A9exki8iFcuqGd3VSHvIr2XUNC29dZt2b/PRhrCMCP7umL7xxYUXU9KAtKOpiEIeg/xyCau9XxvWNB+fc8eveOjo4h127DTMXgJeQXV4JtjW4mpIfdmvGN97RseYurr1KAblrl+nRaE1zZtCtVbWTidGVwp4Zm2MnkWb6A2jqvtwciokHQdRykbkrc+N/x6tb1F01yknPDBXtTHyRrNSqzKvANNVDjo77jKriqz7CcsSGqsQu/DrupRPgfv4djmYJ9BpFUvuAib1evjV9ymwtkrAlsd40FMUq0ey6KLFB2jpRq3szHa9p4cXVDNWfJ4X8BrJd6TuYF6FfYzGw6iSdI89ToxZKIKszVga1h7fHvp91b01oXWkPXmKav0+knSp9oYWMqAIb+h+BJHUNua2uIsNcWMVEZqmqfR0pvPiebleIqHXELVRRoSuq6IjdU3LF/u5iOzn5VOLAj79YTKhlU9nMbbZ0pdoazhqe7AzHJa+9ZcdYL2+zWwbls4THeDr6w1oNj+//6rn8/4mhna7p15Wm0c0ToG/uvy7738nz3KGzlp4Cyrt3zmTK1UD6crzyOjArxtFXizyKo8omtsw2utkQDoXimeA3uZFKaGVPQYYaRs/Pey71QFYqNCv8jnmmt2qd98+qnCcHVHXpaRGKdeT8Ptxc6VFHkODdWPfevW8j12T6So13gTWmgZCNJSEGpNtyjLGHchHvKy3PvnM0aXeewoiBx4OuBdbRb6aqcQqXbYgDbaxpvHaHuHjq6w1CJPH6eSlh+wdksY+0yKOq8zLn5ZP8G33npe32krvxo4aY2CMdPY7yplSU0zsz5RnuRWcLpeecKQdQ8zyB9+uGCQeVHTtDNnCp8WJjhusxmaZsZM4TRV5cFckQpcVZfT6V2nrCfw7L4zatu83roBs7DpPcX2P7XnrHYa1dX7i/7OUh+tW9f131tw+/90g7n2tdrGwPbaQcRpaz9eXS6TLGurX259c83rf5tKVuVlaBQNr92BxpXyjC5LKHBFcHjlQeuPyGuRT8eOR9SmSZNKDrvuhX/U5/ahrjpHtvnuSf+eVLUJevvM1Ux4e1Y6JV2nb+HxMj9PzzeH/EJ0EVfH6LLek7YTYs2xxWoAfoJhlT72e+I4dcCvvho77rl4jTqv6xOu0U/w22977dhf1fSJqkoyDXLPMshHFKRDjRkjT/bN+qgj/0yCmQxNU2Oj6Nmep6KKXmXAB7NnTCaZXU4Lgq5UvT+X/3BIX2+pP6zmXZZYbF/bvPEvXtqrznX79q7/1qrxs3RDMrCVdtSnjnq97dt15aJorYi+prAI1JSlpswhP9/r1N0FJc2g/CrvuOp5P1HJJz5e97TNnu38M3I+//oh1drH/OCyg3bvr5kwR23fHdCs4g68Ckccnc/9dMG6iItjdFnuyaITYtvRRC23oLlpxhmzj1OP3XxIsyBP81fBQflaSlDUBUWJesLYXxX1iapIMg1yzzLI771Xf/aMG1ekOo9ZMJGh6QmYIZyGD2bPmEwyu5yuu04/X1JsR1heR9+wYPBkh/ur8HZA++GSV7W38Zj2ShsHVdKdsHf2DvXZdASrQkjKc/n3znJRtJbUvd0q/C2/7DBtlfXzuU7dXVDSDMrvglveU7+1MbSzlpWRpe1FPW0Rumn7VpdeoXlr8MXqs0ufmO7wO5fVub7iDtyDKO+Jl/O6n8pJF3FljD4fb7pUU5cX+ZU4IeYN45RREFT+NcJO/UVAQPFWHl409ldFfaIqkuyiHern7hx24qSomxAcDNMgfR4B7MuTPo+5mDlzPQYMaIdevfzg62tfXIHocrz8cncfBbErArI4EThkXwTk9m76+8Q57doBv/4KrC+o6xaeclgtgxo6LrRzNjgWdVP3oumWn3AjVmJJykkAt7v0W7Fd6qnCOyHItG4LrhVW7N76q/s4VVhKioUZxZxkKeXdpIiYyLXocyk3WP+ekRiPYS2awJuu09IKShrnqKIKSp6vTMqTFok3I2/GY7gofQXWTlmK9tiPOCTB0qp6qZ893rgrmm9ch3PzlgK4xbpd27ZdLbPq2heGq6oYBfGGHxqnZCrFsUTGco1JsSxLwfVqFMSraF1ECnJJATe5ruU3y3J9uTJGu3pP2haRewET8ATesfZIZuFb17C9ZpphO3J9/OHXoQMQGHje38mxn3gSNMjNbJCbEDm+nj01pKcnoWfPtqY/XkLKS4GrqrRtC/ggD8dXHADQADWyktT28GaODfL0arFAKtA4fYNaz42s5fJvBYQF4JBvAuLz5Ld0QqLDykXR0kL07wlHKkLMVWT9gq9TMxhK7lZ+a7Wug7WRl6P9mbnIe3mC2pbkXx/1g0pXc/x6dgM2foCI3WvttoclbVNL31bNK+ioPQszTLxU6qS3i/dk0QkxwxivrAkxb6BxY2BSyFPon/ED7sJUjH0qBWMfOnZhX8qxn3gQNMhNZpD7iUQ6dQIiIoCPP4bqWUMIuWAYtXB+dKiThFQ0ge/mPGSlpmFpfhck4ADqtY13uH92rThlkBktz7SarrU8MzgR3hDxZ20M8qiQclG01nZ7BM+sG4RDiMf9ZjTIL+A6NYWhZALlN+2q24Cv5+KSk3+p9SPBDZGQV/pEd8K9/dHu/XXYlnERTmfAOmETk6wb5NUvpUFulokXM96TZpgQ83QsFqBNjUOon7EfPbAQ+4/1QF58PZSHz4djP/EEaJCbhNxcfRmckwKsWqWvVKvm1mMihJCETjFIhb8KI1/y9TbchB+UgnNOrC8HaDGxwLrCdd86rnvIhbTohsDZ+ep1OkIQ6udTPopWzZpYiJbIQAhWLz2KK/oHeFWEj1kMJbcpv2PGoPrZcxiOT9EZKzACU7AmpQlurV8wWSF/v5Ne7PGtI3EiNhLnDgOrVwM9egBpR1IRm6efyPjeDFk308SL2TDFhJgnM2aM6m//06ke6IrpuAyL0H8qMHdu6fcuId6Cc02HuMVDHnViq/5CRrjISLceEyGE+Pj5YF9EW/V6z496InmdOs69jlqri/AnBljX/WPLZpDv7PMgHsQHOIAE/OvfAeWi7A0ahylvZyivfQRS0PcafxV8JNu9RtETQ+mbROzbJ3U+gGnT9OXevVDbvebvdIIo9G3+eA3xOISaOKW27UYj5bUUQ0neL8k717Wr/nqppJEDODh3h1qesEQjslGNSvgLPAtj4mXQIH3pTZNbFzQhFm9vdMuEmGz3xsiB8kLuTblH62Xq+m8/zMZ4jHTp3iXEW6CH3GQGec3jW/QXLZ24nwghpJI5W78t8O8i5K1cA2AIYmPF7+MYy1UDcPUbA7ATjdEYuxFSr2wGechlHTDpfx0wCQ+iYYIYVeWj7I2EbmD5QR62lkJlT5RleA9VMTxTxs9+ixMxDFAhwoehJ+t2xGrcgWnKa/n5kkTsLSF8/boGG3EVJqLW5FDg+ffxb3YL3IMluKzFaegZ6YSUACMHyuXeNZBJ2Ugku3TvEuIN0CA3m0F+jAY5IcRc+LRvB/wLDEt+F7fiQyw6cReAyQ73jS2o9RYFqa4OhDcoWw55w4aFr8OK13MrF2VPcjsljJTKnncgBtChQ3qIMGxkLca4kc+Lg/p+ziYr2jfPQCt8jlMHakLLfw+b94ZgGbriom6V+ZcQT6cqTohVxL0rxrir9y4h3gBD1k2WQ17jCA1yQoi5iOrTzvpacsmDQ50PHYZBfjHWoQ02IKKdjYXtAg3r5WEwvlZGc156FubPL5ywvBBl7x9cYd0uSp8oe+OQiIMFyh7xXGzbSYmscwp8DWVpO9Xk1ouRiSDU1E5h7187sF3veIZmTB8npNLuXblnBbaMI1UNGuQmwVA4qxsGeatWbj0eQggxaHB1K+Ta1Ls9GRjn1EgWr/Z+Sz3sRUPkIAAbtga4blCPGYNjj72MrzFEGc2Tdl+JXr1w3vnetkrcffjQ+prKnndRtO2UP3Lt2k452s9Ry70dEZeo10kzluLSha/jPkxB61g9H50QUv6U1jLO0X6EeCM0yE2CKKzS6ze9VgOgVi2gRQt3HxIhhCgjeM8Db2Cyz4PWTb+tjXVsJBcUUEvTQtVqDA6jd2/XDWrJ92713Wjr+iXQO06cb3EfWyVuMKapJZU978NoO5VY0GZKoh+kgJ8eBSHr45CQoO9XEmdaFFR2W7wYI46OxhSMQLPoM5XyNxBSFSmve5cQT4cGuYkM8nz4Yv6oucDx40BU2fIuCSGkIjCKoh3Lr4V/0VptO4xYh0aysW+CJP0BeAmjXTaojXxvUcQMRDGzzffuvySxTOHrVPaqVtsp4zqxbTsl67J9VrdxpdYJCO6jJ4x32PkNgpGlJm/iu9evjD+BkCpJed27hHg6NMhNlkPOhw4hxCzYGsliwDbCLrX9GvxWzEi23TccaWq/y7DYZYPaNt/7JPQ2U9oF5ntT2as6lEfbqUZDuljrJAj7/JsAfqx9S0hFwpZxhLDKuulC1n2pGRJCTIKtkeyHXIwu8F4/gg+KVcAVjH3/Dy8jGOfUNsOgLq1arm0ed2esxA40hS/yLzjf26rsLU4EDtkre7d3098n3tV2at68XMycuR4DBrRDr15+rrWdGjMGx7f74iSaoTn0im4bc5qjT319UkddJ17ey50Qt8CWcYTQIDeTQf4jbsSVIzYA/u8B117r7kMihFRxbI3f9/CI1SAvzUgeiF8wC/0h3cpdNaiL5nsbxriR7218R5nzvansVSlkTrtnTw3p6Uno2bOty9EPRrrFGIxCHRzDCEzBNjT32n71hJgNtowjVRmGrJvIIG+FzQg5sR8ID3f34RBCiJ3x+wAmlVgUzXbfTlhpNcZdLaBW0fnehrI3aJC+ZDASMbBNtxiDseiLv9T25th63vULCCGEEFehQW4SfLMz0RB79BX2ICeEmICyGMkXalAz35uYITVDrteG2KfqF9yMH9mvnhBCSIXDkHUTILPuNU9uhw80ZITURGCNWjYdfwkhxD0YRrKE7BY1ksUDLkay5GEbod9l2dcRzPcm7sA2jUKu1zEYUy71CwghhBCv8ZB/8MEHqF+/PoKCgtC5c2esXLkSXkFBz17p0RuRtEVtWp3REvUbWFzq2UsIIWaqgHvB1XIl3/ubROzbJ4W5gGnT9OXevVDb+UwkFYFtGoWkVxStX+BoP0IIIaTKeMi/++47PPnkk5g8ebIyxt955x3069cP27dvR3R0NDwZo4jMMACBBRWJt6Ali8gQQsxDWYqilVMBNRb3IZWJkW4hY+9Ym64AYoxLuoWlYFKJ/eoJIYRUSYN84sSJuPfeezF8+HC1Lob5H3/8gU8//RTPP/88PL2IjBjjMuBvQQu1PQEHVXVXCfn8fEki9uax+BAhxP2UxUimQU28OTWDEEIIqTIGeXZ2NtasWYMXXnjBus3Hxwd9+vTBsmXLHH7m3Llz6p9BSkqKWubk5Kh/ZmHBAgsOHfKzDvxilOfDgqvxp13PXumnKi1czIRxHs10PklxKCfPgHLyHCgr75VTs8bZ2HTrGHy65EUgqXD7Z/Ev4tau+WjROJtyL2d4P3kOlJVnQDmZD1dlYdE0zVzWng2HDx9GXFwcli5dii5duli3P/vss1iwYAFWrFhR7DNjxozBSy+9VGz7tGnTEBISArOwcGEcJk7saF3PQqDKV5O8NalMbPDkk6vRo4eNdkAIIYSQCote27KlJs6cCUJkZBZatjzFKDVCCCHnRUZGBgYPHozk5GRERER4pof8fBBvuuSc23rIExIS0Ldv3xJPRGUTGmrBxIn6a8lTM4xxo4iM4TkfMKAdevZsC7PN9syZMwdXXnkl/P393X04xAmUk2dAOXkOlFXVkNO111bIYZEi8H7yHCgrz4ByMh9GpHZpmNogj4qKgq+vL44dO2a3Xdbr1Knj8DOBgYHqX1HkwjTTxdmrl2tFZHr18jPt7LzZzilxDOXkGVBOngNl5RlQTp4B5eQ5UFaeAeVkHlyVg6nbngUEBKBDhw74559/rNvy8/PVum0IuycXkRFjvGgRGVmX7bO6jTOtMU4IIYQQQggh5MIwtYdckPDzoUOHomPHjujUqZNqe5aenm6tuu7JWHv2Lk4EDhVuF8+4VHQttWcvIYQQQgghhBCPxfQG+W233YYTJ05g1KhROHr0KNq1a4dZs2ahdu3a8HjKqWcvIYQQQgghhBDPw/QGufDwww+rf94Ke/YSQgghhBBCSNXD1DnkhBBCCCGEEEKIt0KDnBBCCCGEEEIIcQM0yAkhhBBCCCGEEDdAg5wQQgghhBBCCHEDNMgJIYQQQgghhBA3QIOcEEIIIYQQQghxAzTICSGEEEIIIYQQN0CDnBBCCCGEEEIIcQM0yAkhhBBCCCGEEDdAg5wQQgghhBBCCHEDNMgJIYQQQgghhBA3QIOcEEIIIYQQQghxAzTICSGEEEIIIYQQN+AHL0fTNLVMSUlx96F4DTk5OcjIyFDn1N/f392HQ5xAOXkGlJPnQFl5BpSTZ0A5eQ6UlWdAOZkPw/407NEqa5CnpqaqZUJCgrsPhRBCCCGEEEJIFSI1NRXVqlVz+r5FK81k93Dy8/Nx+PBhhIeHw2KxuPtwvGa2RyY4Dh48iIiICHcfDnEC5eQZUE6eA2XlGVBOngHl5DlQVp4B5WQ+xMwWYzw2NhY+Pj5V10Muf3x8fLy7D8MrkZudN7z5oZw8A8rJc6CsPAPKyTOgnDwHysozoJzMRUmecQMWdSOEEEIIIYQQQtwADXJCCCGEEEIIIcQN0CAnZSYwMBCjR49WS2JeKCfPgHLyHCgrz4By8gwoJ8+BsvIMKCfPxeuLuhFCCCGEEEIIIWaEHnJCCCGEEEIIIcQN0CAnhBBCCCGEEELcAA1yQgghhBBCCCHEDdAgJ4QQQgghhBBC3AANcuISr732GiwWCx5//HHrtqysLDz00EOoWbMmwsLCcNNNN+HYsWNuPc6qSFJSEoYMGaLkEBwcjNatW2P16tXW96Vu46hRoxATE6Pe79OnD3bu3OnWY66K5OXlITExEQ0aNFByaNSoEcaNG6fkY0BZVT4LFy7Etddei9jYWPWM+/nnn+3ed0Ump0+fxh133IGIiAhUr14d99xzD9LS0ir5L6m6csrJycFzzz2nnn2hoaFqn7vuuguHDx+2+w7KyRz3lC0jRoxQ+7zzzjt22ykrc8hp69atuO6661CtWjV1b11yySU4cOCA9X3qge6Xk9wXDz/8MOLj49UY1bJlS0yePNluH8rJ/NAgJ6WyatUqTJkyBW3atLHb/sQTT+C3337DjBkzsGDBAqX83HjjjW47zqrImTNn0K1bN/j7+2PmzJnYsmUL3nrrLURGRlr3ef311/Hf//5XPaBXrFihBtV+/fqpBzSpPCZMmIBJkybh/fffV0qOrIts3nvvPes+lFXlk56ejrZt2+KDDz5w+L4rMhHDYfPmzZgzZw5+//13pUDdd999lfhXVG05ZWRkYO3atWrCS5Y//vgjtm/frgwJWygnc9xTBj/99BOWL1+uDI2iUFbul9Pu3bvRvXt3NG/eHPPnz8e///6r7rGgoCDrPtQD3S+nJ598ErNmzcJXX32ldAtxnImB/uuvv1r3oZw8AGl7RogzUlNTtSZNmmhz5szRevbsqT322GNq+9mzZzV/f39txowZ1n23bt0qrj5t2bJlbjziqsVzzz2nde/e3en7+fn5Wp06dbQ33njDuk1kFxgYqH3zzTeVdJREuPrqq7W7777bbtuNN96o3XHHHeo1ZeV+5Pn1008/WdddkcmWLVvU51atWmXdZ+bMmZrFYtGSkpIq+S+omnJyxMqVK9V++/fvV+uUk7lkdejQIS0uLk7btGmTVq9ePe3tt9+2vkdZmUNOt912mzZkyBCnn6EeaA45tWrVShs7dqzdtvbt22sjR45Uryknz4AeclIiEuJy9dVXqzBNW9asWaPCBG23yyxq3bp1sWzZMjccadVEZkA7duyIW265BdHR0bj44ovx0UcfWd/fu3cvjh49aicnCT3r3Lkz5VTJdO3aFf/88w927Nih1jds2IDFixdjwIABap2yMh+uyESWElIr96GB7O/j46M86sQ9JCcnq/BOkY1AOZmH/Px83HnnnXjmmWfQqlWrYu9TVuaQ0R9//IGmTZuqiCDRL+S5ZxsuTT3QPLqF6IKSvig2+7x585Se0bdvX/U+5eQZ0CAnTvn2229V+N+rr75a7D1RUgMCAqzKjkHt2rXVe6Ry2LNnjwqDbtKkCf766y888MADePTRR/HFF1+o9w1ZiFxsoZwqn+effx633367GgglxUAmTyS0TEIzBcrKfLgiE1mKsmqLn58fatSoQbm5CUknkJzyQYMGqRxkgXIyD5KuI+dexipHUFbu5/jx4yo3WeoH9e/fH7Nnz8YNN9ygwpwl5FmgHmgOJO1N8sYlh1zkIfKS8PYePXqo9yknz8DP3QdAzMnBgwfx2GOPqfwt23whYr5ZbPEivPLKK2pdjLxNmzapfNehQ4e6+/CIDdOnT8fXX3+NadOmKa/Q+vXrlUEu+ZOUFSHlg3iCbr31VuUpkslKYi7EW/fuu++qyX6JYCDm1S2E66+/XuUfC+3atcPSpUuVftGzZ083HyGxNcilFoN4yevVq6fqLUh0q+gWRaNbiXmhh5w4HTRlhrR9+/ZqZlr+yayoFDeS1zKzlp2djbNnz9p9Tqo21qlTx23HXdWQys8yM2pLixYtrFVQDVkUraZJOVU+Ep5peMmlGrSEbIqiY0SgUFbmwxWZyFKelbbk5uaqKtGUm3uM8f3796vJZMM7LlBO5mDRokVKDhIua+gWIq+nnnoK9evXV/tQVu4nKipKyaY0/YJ6oHvJzMzE//3f/2HixImqErsUX5aCbrfddhvefPNNtQ/l5BnQICcO6d27NzZu3Ki8eMY/8cRKeK3xWsJuJSfWQKrayoO6S5cubj32qoRUWJfzbovkDsksqSAttuSBayunlJQUlYdHOVUuUglaciBt8fX1tXoiKCvz4YpMZCmKjkxiGsydO1fJVXIuSeUa49KS7u+//1btfWyhnMyBTERKtW5b3UI8eTJhKWlXAmXlfiTEWVqclaRfdOjQgXqgCZ578q8k3YJy8gwYsk4cEh4ejosuushum7T7ESXH2C59QaXdguR1iSfikUceUTf3pZde6qajrnqIh1UKekjIuiijK1euxIcffqj+CUbv+PHjx6s8czEwpG2JKEADBw509+FXKWT2+uWXX1aeIQlZX7dunZrVvvvuu9X7lJV7kDzJXbt22RVyEyNBnmsiq9JkIh4jydm79957VSinKEfioZBICEftnEj5y0kihW6++WYVBi0tsvLy8qy5kfK+GBeUk3nuqaKTJWIsyMRXs2bN1DplZQ45ySSJeFolF7lXr16qtZa0zpIWaEaBS+qB7peTpA+IrKQHuUyWSDTr1KlTlX4hUE4egrvLvBPPwbbtmZCZmak9+OCDWmRkpBYSEqLdcMMN2pEjR9x6jFWR3377TbvoootUK6bmzZtrH374od370ropMTFRq127ttqnd+/e2vbt2912vFWVlJQUdf/UrVtXCwoK0ho2bKjakpw7d866D2VV+cybN0+1fyn6b+jQoS7L5NSpU9qgQYO0sLAwLSIiQhs+fLhqGUkqR0579+51+J78k88ZUE7muKeKUrTtmUBZmUNOn3zyida4cWM1ZrVt21b7+eef7b6DeqD75STne9iwYVpsbKySU7NmzbS33npLjV0GlJP5sch/7p4UIIQQQgghhBBCqhrMISeEEEIIIYQQQtwADXJCCCGEEEIIIcQN0CAnhBBCCCGEEELcAA1yQgghhBBCCCHEDdAgJ4QQQgghhBBC3AANckIIIYQQQgghxA3QICeEEEIIIYQQQtwADXJCCCGEEEIIIcQN0CAnhBBCiEMsFgt+/vlndx8GIYQQ4rXQICeEEEK8kGHDhmHgwIHuPgxCCCGElAANckIIIYQQQgghxA3QICeEEEK8nMsvvxyPPvoonn32WdSoUQN16tTBmDFj7PbZuXMnevTogaCgILRs2RJz5swp9j0HDx7ErbfeiurVq6vvuf7667Fv3z713rZt2xASEoJp06ZZ958+fTqCg4OxZcuWSvgrCSGEEM+DBjkhhBBSBfjiiy8QGhqKFStW4PXXX8fYsWOtRnd+fj5uvPFGBAQEqPcnT56M5557zu7zOTk56NevH8LDw7Fo0SIsWbIEYWFh6N+/P7Kzs9G8eXO8+eabePDBB3HgwAEcOnQII0aMwIQJE5SBTwghhJDiWDRN0xxsJ4QQQoiH55CfPXtWFWUTD3leXp4ypA06deqEK664Aq+99hpmz56Nq6++Gvv370dsbKx6f9asWRgwYAB++uknlYv+1VdfYfz48di6dasq9iaIIS7ecvmNvn37qm3XXHMNUlJSlHHv6+urvsfYnxBCCCH2+BVZJ4QQQogX0qZNG7v1mJgYHD9+XL0WIzshIcFqjAtdunSx23/Dhg3YtWuX8pDbkpWVhd27d1vXP/30UzRt2hQ+Pj7YvHkzjXFCCCGkBGiQE0IIIVUAf39/u3UxlCVU3VXS0tLQoUMHfP3118Xeq1Wrlp3hnp6ergzyI0eOKMOfEEIIIY6hQU4IIYRUcVq0aKEKttka0MuXL7fbp3379vjuu+8QHR2NiIgIh99z+vRpFSo/cuRI9V133HEH1q5dqwq7EUIIIaQ4LOpGCCGEVHH69OmjwsyHDh2qPNySay5GtS1iXEdFRanK6vL+3r17MX/+fFW9XQq4CVLETULfX3zxRUycOFHlrT/99NNu+qsIIYQQ80ODnBBCCKniSHi5FG/LzMxUxd7+85//4OWXX7bbR1qaLVy4EHXr1lUV2cWrfs8996gccvGYT506FX/++Se+/PJL+Pn5qYruUgjuo48+wsyZM932txFCCCFmhlXWCSGEEEIIIYQQN0APOSGEEEIIIYQQ4gZokBNCCCGEEEIIIW6ABjkhhBBCCCGEEOIGaJATQgghhBBCCCFugAY5IYQQQgghhBDiBmiQE0IIIYQQQgghboAGOSGEEEIIIYQQ4gZokBNCCCGEEEIIIW6ABjkhhBBCCCGEEOIGaJATQgghhBBCCCFugAY5IYQQQgghhBCCyuf/AbBTQqiakTvSAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot old distances\n",
    "plt.plot(\n",
    "    valid_data.index,\n",
    "    valid_data[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Original Distances\",\n",
    ")\n",
    "\n",
    "# Plot new distances (filtered)\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"distance\"],\n",
    "    marker=\"x\",\n",
    "    linestyle=\"--\",\n",
    "    color=\"r\",\n",
    "    label=\"Filtered Distances\",\n",
    ")\n",
    "\n",
    "# Add labels, title, and legend\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Distance\")\n",
    "plt.title(\"Comparison of Original and Filtered Distances\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6aefc6f",
   "metadata": {},
   "source": [
    "Interpolate missing coordinates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "0cb3711b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     rotation_center_x  rotation_center_y   distance\n",
      "32          809.979183         950.123928   0.000000\n",
      "33          817.044151         932.989874   5.696144\n",
      "34          824.109119         915.855820  11.392289\n",
      "35          831.174088         898.721766  17.088433\n",
      "36          838.239056         881.587713  22.784577\n",
      "..                 ...                ...        ...\n",
      "187        1211.160676         482.144178   6.706513\n",
      "188        1210.440594         479.729771   6.352862\n",
      "189        1209.720513         477.315365   5.999210\n",
      "190        1209.000431         474.900959   5.645559\n",
      "191        1208.280350         472.486552   5.291907\n",
      "\n",
      "[160 rows x 3 columns]\n"
     ]
    }
   ],
   "source": [
    "# Reindex to include all missing indexes within the range\n",
    "valid_data_filtered = valid_data_filtered.reindex(\n",
    "    range(valid_data_filtered.index.min(), valid_data_filtered.index.max() + 1)\n",
    ")\n",
    "\n",
    "# Interpolate missing values for 'distance' and other columns\n",
    "valid_data_filtered[\"distance\"] = valid_data_filtered[\"distance\"].interpolate(\n",
    "    method=\"linear\"\n",
    ")\n",
    "valid_data_filtered[\"rotation_center_x\"] = valid_data_filtered[\n",
    "    \"rotation_center_x\"\n",
    "].interpolate(method=\"linear\")\n",
    "valid_data_filtered[\"rotation_center_y\"] = valid_data_filtered[\n",
    "    \"rotation_center_y\"\n",
    "].interpolate(method=\"linear\")\n",
    "\n",
    "# Print the updated DataFrame\n",
    "print(valid_data_filtered[[\"rotation_center_x\", \"rotation_center_y\", \"distance\"]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "08ebe5a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot original distances\n",
    "plt.plot(\n",
    "    valid_data.index,\n",
    "    valid_data[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Original Distances\",\n",
    ")\n",
    "\n",
    "# Plot filtered distances\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"distance\"],\n",
    "    marker=\"x\",\n",
    "    linestyle=\"--\",\n",
    "    color=\"r\",\n",
    "    label=\"Filtered Distances\",\n",
    ")\n",
    "\n",
    "# Add labels, title, and legend\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Distance\")\n",
    "plt.title(\"Comparison of Original and Filtered Distances\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a95f9c77",
   "metadata": {},
   "source": [
    "Median filter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "de8e3eaa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Apply median filter to 'rotation_center_x' and 'rotation_center_y'\n",
    "valid_data_filtered[\"rotation_center_x\"] = medfilt(\n",
    "    valid_data_filtered[\"rotation_center_x\"], kernel_size=3\n",
    ")\n",
    "valid_data_filtered[\"rotation_center_y\"] = medfilt(\n",
    "    valid_data_filtered[\"rotation_center_y\"], kernel_size=3\n",
    ")\n",
    "# Compute the new distances between consecutive points after applying the median filter\n",
    "valid_data_filtered[\"distance\"] = np.sqrt(\n",
    "    valid_data_filtered[\"rotation_center_x\"].diff() ** 2\n",
    "    + valid_data_filtered[\"rotation_center_y\"].diff() ** 2\n",
    ")\n",
    "# Print the updated DataFrame\n",
    "# print(valid_data_filtered[['rotation_center_x', 'rotation_center_y']])\n",
    "\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot distances before applying the median filter\n",
    "plt.plot(\n",
    "    valid_data.index,\n",
    "    valid_data[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Original Distances\",\n",
    ")\n",
    "\n",
    "# Plot distances after applying the median filter\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"distance\"],\n",
    "    marker=\"x\",\n",
    "    linestyle=\"--\",\n",
    "    color=\"r\",\n",
    "    label=\"Filtered Distances\",\n",
    ")\n",
    "\n",
    "# Add labels, title, and legend\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Distance\")\n",
    "plt.title(\"Comparison of Original and Filtered Distances\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8a146ac",
   "metadata": {},
   "source": [
    "Outliers removal + interpolation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "44a89ee6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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0BNxaXJ8Y7EA9BDfXmPo+LN9vv/1svw8C2Fp8LAxUG5luQMnNb3YC4hmuPwZJ7r33XmOQAoNuiEpCPrf13AvqvMPnokAgvtMONXiK8woRCXDMEVWB34c6CXDSceyi1L4RQuIHBTkhpKhBoR44XtOmTUsJL7cDU6OhAwdXBZ1PBQo9wTnD+0GC74JjphdRUlWOVTE2dHrhPiNkFWJRAVGVLRD3CPXFPzhFKIqE4lYQC+q3ogOuwjsVWBbUvtC/R48WQBg0Kmy7EWlW4MCh0jcKZsEhtdtWuF8QOjg//G43Ou8oIKe75CgEFSQoCgZxCLdYgWJaegX6fH6e2re4ZvTjB1c3U3REELg9T9W2pRucg3MKhxgh4m7OO5xncFbxD+criprh+sEUYip8Pt01ptIVMHCY7vtURXjlqFt/YxA888wzxsAMqsBn85udBjNRwA3XGwqu6e63Chn3A/ZfpsFWrIOZDzAYkGmgFQNxWA//IOD/9re/GRX4sY1+2iFCCFEwZJ0QUtRgeht0IhGKCGFt59ygIjNAhWiAStI6yl2xVjQPggceeCDF/cFrOODoFAI4M+hI6tOHIZxdVQf2Az7LGiKK3F1EEyg3Ds4xlqFivO7QoeI0qhoHtS/Q0YVThgrjuvuFnGJso9/vwdRY+DxUZka4rw6EPs4LiCVUyPcDcneRg43K0/oAy4MPPihBguNvdQUx9ZTb6eTC/jwcP5yv+Az9c63XUFi4PU8hahFlgmrdqGKvo7Yb+wZV7jEIZif09OnekPOtg3MYec/4LJwXbq4xVAyHYEQ1fxUybvd92C6cb7jm9W3H78NAXbZgHnK4wBDZdmHxbn8zQFsLrAM8ymHWzxHsn2wGFnGsILats1/o34MoBUxjp1+nCrQLyNcHa9asqfO+ilrIRYQCIaSwoUNOCClq0OFFaDc6m3C9MUct8g7h7mD6JxT9gWgDKBAE9xCOOjqUKDiEaa0wDRoKKsF1DRI4SgiNxHeikBVEBMIlkVep8rEhKDAggOnRUPwJLhtEH0JL04VkZ8qdRogwphXCb0ZYLHJ3UaxJOacQWQivRe4s9sO5555bO50U3HvM/RsE+J1w1xDyit+I8Hy4fgiFxTRWCB/2A8QXhA4KgyHMGMcYAhzzUKNzDvGMcFkvec46OB+QS4uCf3DFEYoL90917N2mPWQCDj7cS4SWQ/wg0gPHSk2Llu/PU/PNY7oxfDYGtTDVGM5lNe1VmHg5TzHog+ns4FKjWB3y0TG4hWsOBdaUOIUjiusRBfuwj3BMUcwN+0kdX0xBhtoSyDtGzjHEMQbTcL3CZUf7kekagyOLXHG45ZjKC78B86tDQGIb4JzDWQa4PtBWIAQebjumPVNzgrttB/A3zz77bG1UBKJHcM7i79G2od1LR6bfrAYZAJxlpEHg+KBIHv4WAh7PMQiGAQhchxikWLp0qY8jL8ac54j4wBSQKNaH78bxwW/CAA32O6ZzQzQMCk5in2LbMViCdgDLMaCBQR1MdYaQdfwWRFWgnUUbhGOIc4YQQrLCV212QggpML799tvEJZdckujRo4cxTROmPzryyCONKaa2bdtWu15VVVXi5ptvNqYdKi8vT3Tt2jVx3XXXpayjpubBVE9W0OxapzrCFEBYjimBrNMQ/fDDD8aUX40bN060b9/emCJLn/4LPPHEE8b0SJj2p0+fPsaUVE5TaTlNs6RPe7Z9+/bE7373u8S+++5r7AdsB54/9NBDdf7uv//9rzF9Gb4bU4Sdd955iUWLFrmaUsluG53ANGf4bdjn2A+XXnppYu3atbaf52VqIkydhOma2rZta3x2t27djPNg3rx5nqaGsk57BrAdI0aMMPYhpri68MILjWmUsI3PP/98ne12c6zwHfpUYdgHv/jFL4ztb9q0qTFN1OzZs+us53baM7efp6Y9+/jjj1P+3u57cL7imsF0YZjy75hjjknMnDmzzmc6ke68tX7viy++aPu+m/MUYLvOOOOMRMuWLY1pxHr37p3405/+lLLO8uXLje3BtY9zpkOHDsY0bI8++mjKVIaYRq1NmzbGd+6xxx7GNYWpFr1eY5hybNiwYbWfhf129tlnJ957772U9SZOnGhMI4j2C1OFYeout9eYmtJP/UN7g7Zw+PDhibFjx9Zpc+ymPcv0mxV//etfE507dzamG9OnQHv11VeNqQax3/Hdd9xxhzGtoXWaNKe21bo9YPXq1YnLL7/c+D7sly5duhi/VZ+2DlPj4bswZRu2u1WrVsZ+xDmrth37Gu1Ep06djM/B47nnnmvcNwghJFtK8F92kp4QQkjQwLGFu2MXqkriC8KKMQ3TlClTDDeOEEIIIcUNc8gJIYSQELDmpiMUFmHECDVGWDQhhBBCCHPICSGEkBDAFGIQ5ajej8JPmM4KdQlQnTnM6bkIIYQQEh8oyAkhhJAQwDRbKNCFeZlRJAuF9uCQX3755fneNEIIIYREBOaQE0IIIYQQQggheYA55IQQQgghhBBCSB6gICeEEEIIIYQQQvJAweeQ19TUyJIlS6RZs2ZSUlKS780hhBBCCCGEEFLgJBIJ2bhxo3Tq1ElKS0uLV5BDjHft2jXfm0EIIYQQQgghpMhYuHChdOnSpXgFOZxxtSMw9yvJnqqqKnn77bfl+OOPl/Ly8nxvDnGAxyke8DjFBx6reMDjFA94nOIDj1U84HGKHhs2bDCMYaVHi1aQqzB1iHEK8uAu+MaNGxv7kxd8dOFxigc8TvGBxyoe8DjFAx6n+MBjFQ94nKJLprRpFnUjhBBCCCGEEELyAAU5IYQQQgghhBCSByjICSGEEEIIIYSQPFDwOeSEEEIIIYSQ8Kd42rlzp1RXV+d7U4o2h7xevXqybds2HoMcUVZWZuzzbKfWpiAnhBBCCCGE+GbHjh2ydOlS2bJlS743pagHRDp06GDMLJWtQCTuQSG9jh07Sv369cUvFOSEEEIIIYQQX9TU1MjcuXMNt7BTp06GMKEgzM9x2LRpkzRt2lRKS5mVnIsBEAxErVy50jj/99prL9/7nYKcEEIIIYQQ4guIEohBzLcMt5DkBxwDHIuGDRtSkOeIRo0aGVPMzZ8/v3bf+4FHixBCCCGEEJIVFIGkGCkN4LznlUMIIYQQQgghhOQBCnJCCCGEEEIIISQPUJATQgghhBBC8gpm6powQWTMGPMx6jN3zZs3zyhe98UXX7j+m6eeekpatmyZ9+3IxWcR91CQE0IIIYQQQvLGuHEiPXqIDB4sMmKE+YjXWB4mmCLsl7/8ZW11+O7du8vIkSNl9erVGf8WReww1Vv//v1df99Pf/pT+fbbbyXXHHPMMYbQxr8GDRpI586d5ZRTTpFxlh3s5TdRvAcHBTkhhBBCCCEkL0ATnnmmyKJFqcsXLzaXhyXKf/zxRznooIPku+++kzFjxsj3338vjzzyiLz33nty+OGHy5o1axz/FhW1Mc0b5v2uV6+ep6rc7dq1k3xwySWXGGL7hx9+kJdeekn69esn55xzjvzqV7+qXcfPbyLZQ0EeUeIWtkMIIYQQQkgiIbJ5s7t/GzaIXHGF+Td2nwNGjjTXc/N5dp/jxGWXXWa44m+//bYcffTR0q1bNznppJPk3XfflcWLF8sf//jH2nV79Oghf/3rX+X888+X5s2bGyLWziF+9dVXjfmoMf3V4MGD5d///rexzrp162xD1m+66SbZb7/95JlnnjG+o0WLFoZI3rhxY+06b775phx11FHG37Vp00ZOPvlkQ1R7BVPSQWx36dJFDjvsMLnjjjvkn//8pzz22GPGbwbW37R27Vo577zzZLfddjMGE/DbnnzySeO9nj17Go/777+/8Tdw4cHHH38sQ4cOlbZt2xq/B/v2s88+S9kWrP/444/LGWecYWwXPhf7Tufrr782fiv2d7NmzWTgwIEpvxt/37dvX2Nf9+nTRx566KGUAZPLL79cOnbsaLyPyIfbbrtNogoFeQTJV9gOIYQQQggh2bBli0jTpu7+tWhhOuFOQGDDOcd6bj4P3+0GuN9vvfWW/OY3vzGEpg5EK0Tof//7X0loCv/uu++WfffdVz7//HP505/+VOcz586dK2eeeaacfvrp8uWXX8r//d//pYh6JyAyX3nlFXn99deNfxMnTpTbb7+99v3NmzfLVVddJZ988onh3mOaLQhZzDueLRdccIG0atWqTui6Ar9z1qxZ8sYbb8g333wjDz/8sCG0wUcffWQ8QszDeVefgcEEfO6UKVNk+vTphtiuqKhIGWQAN998s5x99tny1VdfGe9jn6uoBAyIDBo0yAivf//99+XTTz81Ugt27txpvP+f//xHbrzxRrn11luN7frb3/5mbCsGQMDf//53Q+C/8MILMmfOHGN9DHhEFcYjRDRsxzrCp8J2xo4VGTYsX1tHCCGEEEJIvEGYOsQ2HFY7sBzu8MqVK2tDzI899li5+uqra9eBm6wDt7l3795y1113Ga/xfObMmYZoTAeENZxzuMDg5z//uSG81d8NHz48Zf1//etfhmMNoewlf90OiPtevXrV+S2KBQsWGA44QvuBLmqxDQCuPQYxFNhPOo8++qjh7mOgAY634sILL5Rzzz3XeA5BDRENkX/iiSfKgw8+aLjrzz//vJSXlxvrYDsVf/7zn+Wee+6RYbtEEdx67A8cAwwGYLsxEIDIArjxcMijDB3yCIGwdITlpAvbGTWK4euEEEIIISSaNG4ssmmTu3+Vle4+E+u5+Tx8txd0BzwTSpQ6ASf24IMPTll2yCGHZPxciFwlxgHCrFesWJEyeADhuvvuuxvh20oUQ3QGAfYBRKsdl156qSGKEVZ/7bXXytSpUzN+3vLly418dQhiiGps86ZNm+ps7z777FP7vEmTJsZ66ncjZB4h6kqM6yBiAFEFF110kTRt2rT23y233FIb0g6xj8/AoMgVV1xhpCVEGTrkEWLy5LoFLXTQZixcaK63K02DEEIIIYSQyABt16SJu3WPP16kSxczEtROG+Oz8D7WKysLbhv33HNPQ4Qi3Bnh31awHKHcygVWojEMrKIT26WHo6MaOhxe5HqjGjzegzOOPOlsqa6uNgS/dSBBgZz6+fPnS2Vlpbzzzjty3HHHGbn3CN93Ag41qtTff//9xnYj7BxF8qzbm+53N7KkEehA3APsj0MPPTTlPRSlAwcccICRQoBQe4TUIzR+yJAhMhahxhGEDnmEWLo02PUIIYQQQgiJKtBP999vPreatOr16NHBinEVZo3CYygEtnXr1pT3li1bZuQcY4oyJ+fYDrixyPPWQYGzbICwhfN+ww03GGJYhdIHBXKu8XnWsHgdDEpAZD/77LMyevRoIwQdoCCeEvU6H3zwgeFKIy987733NgT5qlWrPG3XPvvsI5MnT5aqqqo677Vv394YmECVfAys6P9UoTkAxx3HEMId9QBQWT5d5fx8QkEeITp2DHY9QgghhBBCogzSgGFcdu6cuhzOeJi1kx544AHZvn27nHDCCTJp0iRjTnJUNIdQxzzdmXK/raCI2+zZs+X3v/+9Mdc4CoohNxx4EfY6cOkxeAARjGnZUOAMBd78sGXLFmOwYdGiRUaxNWznr3/9ayMsHRXh7UDhtP/973/Gd6PqOYrOqbx75NbDycY+Q5j6+vXrjeUIVUfVeEQZfPjhh0axtnSOtx2okL5hwwaj4jwGOeDi4zMxOKEKwqFqOvLOsa9nzJhhVH+/9957jffxiKnscDzw/osvvmjkuesV7qMEBXmEGDjQbHycrlks79rVXI8QQgghhJBCAKIbdcXGjxd57jnzce7ccAsZQzhC7CE3GyHNe+yxhzGdGcTptGnTpHXr1p4+D+4sQqJRbRwOLyqSqyrrcIn9Fl1DDjeqjCNM/corr6wtGucVOMXIT8fvRDE0FEGDc6xPF2YFLvh1111n/B5UPUdIOLYHYK5yCGIUUoNjfdpppxnLn3jiCcN1R9g4CtTBLfc693qbNm2MwQeEp2PatAMPPNDYfhXmfvHFFxvTnkGEDxgwwFgHgx/KIUdO/p133mnk/SMcH0XrEHaP/RlFShJeqhnEEIyuoKAARm0QuhCXKutAPzJKpEehyjrCR3BSIxTFrtgCiQY8TvGAxyk+8FjFAx6neMDjVDjHatu2bUa+LsQQ5nwmSeCyP/LII4b7HjbIv4bugd6JqvAsRLalOf/d6lAerZiE7SBMPQpinBBCCCGEEFIXuM3IG0d+M0Ks4WYj/5qQdLDKegSB6EbUx09+IvLWW+ayF14QOfLIfG8ZIYQQQgghxA7kOmP6LRQP69atmzFvOUK+CUkHBXlEQTVJbaYFYzoIQgghhBBCSDS57777jH+EeIEh6xFGn0VgwYJ8bgkhhBBCCCGEkKChII8wFOSEEEIIIYQQUrhQkEeYnTuTz+fPz+eWEEIIIYQQQggJGgryCEOHnBBCCCGEEEIKFwryCENBTgghhBBCCCGFCwV5TAT5mjUimzblc2sIIYQQQgghhAQJBXlMcsjBwoX52hJCCCGEEELCo7qmWibMmyBjZowxHvGahM8xxxwjo0aNitxnFRMU5DFxyAHD1gkhhBBCSKEx7ptx0uP+HjL434NlxLgRxiNeY3lYXHjhhVJSUmL8q1+/vuy5557yl7/8RXZaHbEi56mnnqrdT2VlZdKqVSs59NBDjX21fv36lHXHjRsnf/3rX119LsV7EgryCENBTgghhBBCChmI7jNfOFMWbViUsnzxhsXG8jBF+YknnihLly6V7777Tq6++mq56aab5K677rJdd8eOHVKsNG/e3NhPixYtkqlTp8qvfvUrefrpp2W//faTJUuW1K7XunVradasWV63NY5QkMdAkLdrZz5SkBNCCCGEkCiTSCRk847Nrv5t2LZBrnjjCklIou7n7Fo28o2RxnpuPg/f7YUGDRpIhw4dpHv37nLppZfKkCFD5NVXX6110E8//XS59dZbpVOnTtK7d29j+YwZM+TYY4+VRo0aSZs2bQxxuslS6Olf//qX7L333sbnd+zYUS6//PLa99atWycXX3yx7LbbbobQxWd9+eWXte/j+eDBgw1hi/cPPPBA+eSTT4z35s+fL6eccorhUjdp0sT4jsrKytq/nTVrllRUVEjTpk2lffv28vOf/1xWrVpV+/7mzZvl/PPPN97Hdt1zzz2u9hPccewn/E3fvn3loosuMoQ5fve1117r6Ho/9NBDstdee0nDhg2N7TnzzDNr9+3EiRPl/vvvr3Xf582bJ9XV1cZn9+zZ09i/2OdYR0cdl7vvvtvYHhyDyy67TKqqqmrX2b59u/z+97+Xrl27GscA0Q9PPPFE7fszZ86Uk046yXE/jR07VgYMGFB7jHFeYN+FRb3QPplkjYqY2X13kRUrKMgJIYQQQki02VK1RZre1jSQz4IoX7RxkbS4o4Wr9Tddt0ma1G/i+/sgwFavXl37+r333jNE8TvvvGO8hig74YQT5PDDD5ePP/5YVqxYYYhrCG6EdoOHH35YrrrqKrn99tsN0Yew7g8++KD2M8866yzje9544w1p0aKF/POf/5TjjjtOvv32W8NhPu+882T//fc3Pgch4l988YWUl5cbfwvhCad+0qRJhiCHAIeoVEL/tNNOM7Zn9OjRsnXrVkOUnn322fL+++8b6/zud78zhPD//vc/adeunVx//fXy2WefGU63V/D32FYMPkBIY1t1MIhwxRVXyDPPPCNHHHGErFmzRiZPnmy8B5GN39u/f38j9B1ggKKmpka6dOkiL774oiGElRsP4Y3foRg/fryxDI/ff/+9/PSnPzV+wyWXXGK8j0GHadOmyd///nfZd999Ze7cubWCG/sJgyDYT/fdd1+d/YRIgHPPPVfuvPNOOeOMM2Tjxo3Gdnsd7PECBXkMHHII8unTKcgJIYQQQggJGogtiO+33npLfvvb39Yuh+h9/PHHjRxz8Nhjj8m2bduMcG28Bx544AHDtb7jjjsMt/WWW24xwt9HjhxZ+zkHH3yw8ThlyhT56KOPDCEP5xbA6X3llVcMVxbic8GCBYZw7tOnj/E+HGYF3hs+fLjh3oLdIRJ28eCDD8o+++xjOPqlpWYQNMQyXGKIX7j8cImfffZZYwAA/Pvf/zYEsF+wjRCsGMSAQNfBtmIfnXzyyYbbjygEDDQADERgnzZu3Nhw3hUQ9TfffHPtazjlENYvvPBCiiBHhAD2O9bHNvzkJz8xjh8EOX4r1scgCpxt637C32E7/va3v9Uu0/cTXH/UERg2bJixzUDt74IU5D169DBCL6z85je/MU4qnPA4oZ9//nkj9AAjUgh9wMleTIK8Z0/z0WZXEUIIIYQQEhkalzc2nGo3TJo/SSqeq8i4XuWIShnUfZCr7/bC66+/bjjMCHeGOztixAgjj1wBIabEOPjmm28Mx1WJcXDkkUcafztnzhwj9Bo51UrwWkE4OgQf3F8duLQ//PCD8RzuOtxbOMsQlHDU99hjD+M9OM4IrX/77beN9yDOIcLVZ8PJhaNvBZ+N74C7joJsCjjyKhTfD8o1xu+2MnToUEPQQgwjVx//4DhDhKfjwQcfNAQyBL3aZquDj1B93ZGHW45UAoCIArx39NFH234+9hOcdRVZYN1Pxx9/vHH8cOyhPfEaofYYBCjIHHKEeiAsQP1T4SA48cCVV14pr732mhG2gPAKnOAYrSgWrIJ80aK6hd4IIYQQQgiJChBnCBt38+/4PY6XLs27SImU2H+WlEjX5l2N9dx8np0wTAdytSHgUNQN4g+OsS629eduQCh6OiDGIR7xnfo/iHm44gADAl9//bXh+iKEul+/fvLyyy8b70Go//jjj0bOMwToQQcdJP/4xz9qPxuiFyHo+mfjtw0alHkwww8YoMAAgHWAAcAVx7aMGTPG+M033nijMZiBkHEnnn/+ebnmmmuMPHIMOmD7f/GLX9QpqKdC+BU47hgUcXsMENFgPQZqP0HMQ5MipQD7HvsXgxYIey9IQY5cAYQpqH8YpcIIEEY0kG+BsIp7773XiPNHQYMnn3zSyCWYjvjtIsoh79oVIRwiqFWwfHm+t4oQQgghhJDsKSstk/tPNIt2WUW5ej36xNHGemEAwY2CX926dZN69TIHDqOgGRxWvcAX8sMRIg7RBhGKCGCET9txwAEHyLJly4zvwvfq/9q2bVu7Xq9evQxjEqIUZiQ0kAKh1b/+9a+NKcYQSYwwevXZs2fPNr7f+tn4ndBYELIffvhh7WetXbvWCNP2A8Lun3vuOaPAmgqRt4LfCScf+dhfffWVUbhN5bMj8gC55zrYl8g3R7Q0wsqx7SpywC1wtiHOYebagf2EAQ+n/aQEPiIfED7/+eefG9uqBkUKOoccIx/IaUCYBnbCp59+aoSPqNh/gBwBXDDIJTjssMNsPweh7fin2LBhg/GIz9Kr78WBnTtxeDDn307p3LlMFiwokR9/3Cm77RZeUQE3qP0Yt/1ZbPA4xQMep/jAYxUPeJziAY9T4RwrLEfoMkSQcim9cHrv0+WFM1+QK9+60ijgpoBzfu/x9xrv+/ncTGCb1Xa7fR/Fvv785z8bRcPwuHLlSiPn/Gc/+1ltUTI4wRCUeA3HGjnWMBRR+A0mIwrCQcSi6BuENyKAUSkdyxCKjarlCEVH/jSmGUNEMUQ5PhsiHZ+Jv4OYRug19BHeQyg7xDnC7uG2IxwdBc/++9//GssRKv7LX/7SeA/h18j5vuGGGwwxnW4/YDnex3biEQ43tBi2H7ngyMXW/1Z9FoxWuMoDBw40vg+/EcuRE49HhLNjcODHH380wsexvRDFyM+HO43fD22I34/n6jvsjosKnccyaEUcH/xWFLeDK48UaQwgIA9d7adzzjnHdj+hGB0GDRByj32EbcRxxoCL3T5S+wfXgbWwndv2LTKCHMUMcIBRyh5g9AijES1btkxZD/njeM+J2267LaUYgAIjTJlyFqLGxo3IP2kqH300TZo06ScibeR///tcVq9OzveXT1SKAYk2PE7xgMcpPvBYxQMep3jA4xT/YwUXFJGuCAX2O1f3kM5D5IsLv5BpS6bJss3LpEOTDnJ4p8MNZ1yZa0EDsYTiXU6f7/Q+Ummvu+46Ixcb4dGnnnqqUchNrYc8aWga5EJD8CGcG+uo9+EqY30IRlT+huiDKwydAucdOgeCEiIQf4uiaDAs8fcIq0eldYhjuPHIdYYgxnt4/eabbxoh78h9xrGAm451cGxgeEKAQ8ijGjtEMD4L1c+xrtN+QE0vvNe5c2fjM/A9ENWobP5///d/hqus/hb7S30W3HjsK2wPzFLkkqNAHrYJ7+NvMXDRv39/43ch8gAiGUXv8IjvwsAE9tO7776bYrJajwu+U1+GwYK//vWvtb8PhevUPsTvhuB32k8YoMBAB8Q8BlPwHj4LjrndPsLfY/tR+R7boLNlyxZX52JJIswa7h7ADoEAR864OlmRM6C73eCQQw4x8j1QydCtQ44diRPershBlOnTp578+GOJTJq0Ux56qFSef75Ubr+9Wq66KvhRQi/gQkCjjJEjaw4HiQ48TvGAxyk+8FjFAx6neMDjVDjHCoJt4cKFRggw5psm+QGSDgISgtlrLj3xD85/hOJDb1rPf+hQpCIgFTudDo2EQ44wAox8IBdCgZE2jDhghEl3yZcvX55SHt8KphBQ0wjooAGJW4Ov0ioaNqwnPXqYzxcvLpPy8nDyaLwSx31ajPA4xQMep/jAYxUPeJziAY9T/I8V8oAhAOEsOuUSk/BR4dTqWJDcgH2NfW53fbht2yJxtFCoAOEaqCaoQBE3/Ai9KAIqEKIEPnIvigEV9YB0hG7dzOeci5wQQgghhBBCCoN6URjNgSC/4IILUqobokgASt4j3h/J9rD5UTQBYtypoFuhoRxyCnJCCCGEEEIIKTzyLsgRqg7XGwn7Vu677z4jDAAJ/cgLR575Qw89JMUCBTkhhBBCCCGEFC55F+THH398bal6K0iMR4VC/CtGlCBH4ECnTubz1atFMPXhrmnyCCGEEEIIyTsRqRNNSOzO+0jkkJPMOeQozNeihfmaLjkhhBBCCIkCqnCV2ymeCCkktuw677MpTpl3h5y4C1kHCFufMcMU5H375nXTCCGEEEIIkbKyMmNGpBUrVhivMZ82p93KT10uzFCFabhYZT03zjjEOM57nP+4DvxCQR5TQU4IIYQQQkgUUFMSK1FO8iMQt27dKo0aNeKASA6BGE83JbcbKMhjkkMOWNiNEEIIIYREDQjAjh07GtMYV1VV5XtzihLs90mTJsmgQYOyCp8m7sF+zsYZV1CQxySHHFCQE0IIIYSQqAJxEoRAId7Bft+5c6dRFJuCPF4wwSCioGCfKtpHQU4IIYQQQgghhQcFecTD1QEFOSGEEEIIIYQUHhTkMRDk1hzyhQtRSTE/20UIIYQQQgghJBgoyCOeP6475J06mc9RK2P58rxtGiGEEEIIIYSQAKAgj1HIOpzyzp3N5/Pn52e7CCGEEEIIIYQEAwV5jAQ5YB45IYQQQgghhBQGFOQRhYKcEEIIIYQQQgobCvKI55CXlIiUakeJgpwQQgghhBBCCgMK8og75Lo7DijICSGEEEIIIaQwoCCPKBTkhBBCCCGEEFLYUJBHFApyQgghhBBCCClsKMgjnkOOqc7sBPnq1SKbN+d+uwghhBBCCCGEBAMFecwc8hYtRJo3N58vXJj77SKEEEIIIYQQEgwU5DET5IBh64QQQgghhBASfyjIYyjIu3c3H+fPz+02EUIIIYQQQggJDgrymOWQAzrkhBBCCCGEEBJ/KMgjCkPWCSGEEEIIIaSwoSCPKBTkhBBCCCGEEFLYUJBHFApyQgghhBBCCClsKMhjnEOOac9qanK7XYQQQgghhBBCgoGCPIYOeadOIqWlIlVVIsuX53zTCCGEEEIIIYQEAAV5DAU5XPPOnc3nDFsnhBBCCCGEkHhCQR5DQQ6YR04IIYQQQggh8YaCPOKC3C6HXBfk8+fnbpsIIYQQQgghhAQHBXnEi7o5OeTdu5uPdMgJIYQQQgghJJ5QkEcUhqwTQgghhBBCSGFDQR5RKMgJIYQQQgghpLChII95DjkFOSGEEEIIIYTEEwrymOaQK0G+erXI5s252y5CCCGEEEIIIcFAQR7TkPUWLUSaNzefL1yYu+0ihBBCCCGEEBIMFOQxFeSAYeuEEEIIIYQQEl8oyGOaQw4oyAkhhBBCCCEkvlCQxzSHHFCQE0IIIYQQQkh8oSAvgJD1+fNzs02EEEIIIYQQQoKDgjyiMIecEEIIIYQQQgobCvIY55B3724+UpATQgghhBBCSPygIC+AHHJMe1ZTk5vtIoQQQgghhBASDBTkMQ5Z79RJpLRUpKpKZPnynG0aIYQQQgghhJAAoCCPsSBHOHvnzuZzhq0TQgghhBBCSLygII9xDjlgYTdCCCGEEEIIiSd5F+SLFy+Wn/3sZ9KmTRtp1KiRDBgwQD755JPa9xOJhNx4443SsWNH4/0hQ4bId999J4WOmxxyQEFOCCGEEEIIIfEkr4J87dq1cuSRR0p5ebm88cYbMmvWLLnnnnukVatWtevceeed8ve//10eeeQR+fDDD6VJkyZywgknyLZt26TYQ9YBBTkhhBBCCCGExJMMAdHhcscdd0jXrl3lySefrF3Ws2fPFHd89OjRcsMNN8hpp51mLHv66aelffv28sorr8g555wjhQoFOSGEEEIIIYQUNnkV5K+++qrhdp911lkyceJE6dy5s/zmN7+RSy65xHh/7ty5smzZMiNMXdGiRQs59NBDZdq0abaCfPv27cY/xYYNG4zHqqoq419cqKpC8ALUeLVUVTnPadapU4lxGOfNS0hV1c4cbZu5H+O0P4sRHqd4wOMUH3is4gGPUzzgcYoPPFbxgMcperg9FiUJ2NB5omHDhsbjVVddZYjyjz/+WEaOHGmEp19wwQUydepUI6R9yZIlRg654uyzz5aSkhL573//W+czb7rpJrn55pvrLH/uueekcePGEhcef7y/vP76HjJ8+Lfy859/47jevHnNZdSowdKs2XZ55pk3c7qNhBBCCCGEEELqsmXLFhkxYoSsX79emjdvLpF0yGtqauSggw6Sv/3tb8br/fffX2bOnFkryP1w3XXXGQJfd8gRFn/88cen3RFR4+23zfT+Xr32kIqKZBi/lfXrRUaNEtm4sYEcfXSFNGmSm9Ged955R4YOHWrk/5NowuMUD3ic4gOPVTzgcYoHPE7xgccqHvA4RQ8VqZ2JvApyuN79+vVLWda3b1956aWXjOcdOnQwHpcvX57ikOP1fvvtZ/uZDRo0MP5ZwYkZp5NTxS3Ur18m5eXOieRt24pgnAHHe9mycunTJ3fbGLd9WqzwOMUDHqf4wGMVD3ic4gGPU3zgsYoHPE7Rwe1xyGuVdYSjz5kzJ2XZt99+K927d68t8AZR/t5776WMNKDa+uGHHy6FjNuiboCF3QghhBBCCCFBapEJE0TGjDEflTYhwZNXQX7llVfK9OnTjZD177//3sjzfvTRR+Wyyy4z3kee+KhRo+SWW24xCsDNmDFDzj//fOnUqZOcfvrpUgzzkNdzEcNAQU4IIYQQQggJgnHjRHr0EBk8WGTECPMRr7GcBE9eQ9YPPvhgefnll42877/85S+GI45pzs4777zada699lrZvHmz/OpXv5J169bJUUcdJW+++WZtQbhChQ45IYQQQgghJJdAdJ95ZjJ9VrF4sbl87FiRYcPytXWFSV4FOTj55JONf07AJYdYx79igoKcEEIIIYQQkgvdMXmyKbqvvLKuGAdYVlJiFpM+7TR3GoXERJATeyjICSGEEEIIIWE74iNHiixalHldiPKFC03xfswxudi64oCCPOKCnDnkhBBCCCGEkFyFp2di6dKwtqg4yWtRN5K5qJsXhxwjVjU14W4XIYQQQgghJP7mH5xxr2IcaLNRkwCgIC+AkPVOnURKS0V27MAc7aFvGiGEEEIIISTGIOzcTZi6DnLIu3YVGTgwrK0qTijIC0CQY875zp3N5wxbJ4QQQgghhIQRdj56NAu6BQ0FeQHkkAPmkRNCCCGEEEIyaYwJE0RmzfL+t2edxSnPwoCCvAByyAEFOSGEEEIIISRdEbcePUQGDxa55ZbM6++2m8izz4r86U/m60mTzBRZEiwU5AUQsg4oyAkhhBBCCCHpKqq7yRtHrjj+PfKIyHnnmYIchdyWLRN56aVcbG1xQUEeUSjICSGEEEIIIbmuqN6li8jYscnwdNSr+vWvzef/+IcZ8j5mjPmoNAvxDwV5RGEOOSGEEEIIISRXFdVvuEFk/HiRuXPr5or/6lemUThtmhnyPmKE+YgQeLjvxD8U5BGFOeSEEEIIIYSQXFVU79dP5Jhj7PXH1Kn2bvjixWYoPEW5fyjICyxkfdUqkS1bwtsuQgghhBBCSHxA/nc266mQdztUGPyoUQxf9wsFeYEI8hYtRJo1M5/TJSeEEEIIIYSAgQPNvHAUarMDy7t2NdfzE/IOUb5wobke8Q4FeYHkkONCYtg6IYQQQgghRAcG3/3327+nRPro0c5GoNuQd7frkVQoyAskhxx0724+UpATQuwG+VgVlRBCCClOUKTtgQcyV1QPI+SdpMel/0qiHrIO6JATQuxAoRXkfunhZrgBY7Q83Q2YEEIIIYVDq1bmY58+IjfeaApohKln0hsq5B0F3OymToPLjvedQt5JeuiQRxQKckJIUGIc1U+tuV+sikoIIYQUFx9/bD4OGSJy7rnOFdXThbxb89DdhLyT9FCQF0gOOaAgJ4TYVUW1G81mVVRCCCGkuPjoI/Px4IO9/y0i6hDa3rmz95B3kh4K8gLKIacgJ4TosCoqIYQQQpS2+Owz8/khh/j7DIjuefNE+vc3X//5zyJz51KMZwsFeQGGrKODXVMTznYRQuIDq6ISQgghBHz9tcjWrSLNm4v06uX/c6BN9t47Oe0yw9Szh4K8gAR5p04ipaUiO3aIrFgR2qYRQmICq6ISQgghRM8fP+ggUy9kA8LUQbooPOIeCvICEuTl5aYoBwxbJ4SoqqjWAiwKLO/alVVRCSGEkGIR5H7yx62g76Cickn2UJBHPIfcS1E3PWx9/vzgt4kQEi9YFZUQQgghekE3v/njOnTIg4WCvIAccsDCboQQu6qo7dqlLmdVVEIIIaQ4QO74jBnBOeQU5MFCQR5RKMgJIUEB0f3KK8nXrIpKCCGEFA+ff25qiw4dkmI6G9RnLFnCqVODgIK8wAR59+7mIwU5IcQuDUblfjFMnRBCCCm+/HGnujJegLBHPwJ6Zfny7D+v2KEgL9AccgpyQojO9u3J5xs25HNLCCGEEBLX/HEAMa4KSbOwW/ZQkEcUhqwTQoKEgpwQQggpToKssK5gHnlwUJBHkETC/JeNIF+1SmTLluC3jRASf0G+cWM+t4QQQgghuWLtWpHvvjOfU5BHEwryCKIXR/AqyFu0EGnWzHzOEBJCiIIOOSGEEFJ8fPKJ+bjHHiKtWwf3uRTkwUFBHvHiS15zyFGogWHrhBAr27Yln1OQE0IIIcVB0PnjeoFYQAMweyjIC8whB0qQz58f3DYRQuINQ9YJIYSQ4tITEyaIvPyy+frAA4P9fDrkwUFBXsCCnA45IUTBkHVCCCGkOBg3TqRHD5HBg0U+/dRcdscd5vKgoCAPDgryCEJBTggJGgpyQgghpPB5+eUSOfPMukIZBZ+xPChRrgT54sUiNTXBfGaxQkEeQSjICSFBw5B1QgghpPA1xFVXldXO1qSjlo0alao1/NKxo0hpqVn7asWK7D+vmKEgj3BRNxRow4nule7dzUcKckKIgg45IYQQUtjMmtVGFi8ucXwfohxF2CZPzv67UHgaohywsFt2UJBHEDVq5ccd1x1yXBwMISGE2FVZtxs9J4QQQkh8Wbu2oav1li4N5vuYRx4MFOQFKMg7dTKd9R07GEJCCKnrkFdVpb4mhBBCSPxp1UobfU+DcrazhYI8GCjIIyzIvc5BrigvN0U5YNg6IQRYBTjzyAkhhJDCol+/1dK5c8JIe7UDyzF/+MCBwXwfBXkwUJBHOIfcr0MOWNiNEJJOkDOPnBBCCCksoB3uvdd09qyiXL0ePTo7jaFDQR4MFOQFGLIOKMgJIToU5IQQQkjhc8YZCRk7VqRz57riGcuHDQvuu+C2AxZ1yw4K8gIX5PPnB7NNhJB4w5B1QgghpDiA6J43T+SQQ8zXv/+9yNy5wYpxQIc8GCjICzCHHNAhJ4To0CEnhBBCigcYe82bm88HDAguTN1OkC9ezJmdsoGCPIIwh5wQEua0Z4CCnBBCCClsMOMSqF8/nM9HtXbkpuN7Vq0K5zuKAQryCMIcckJIWA65KurCkHVCCCGksME0p2oGpjCA0G/f3nzOsHX/UJAXqCDv3t18xGjVli3BbBchJP6CvHVr85EOOSGEEFLYhO2QAxZ2i7kgv+mmm6SkpCTlX58+fWrf37Ztm1x22WXSpk0badq0qQwfPlyWL18uhU4QOeQtWog0a2Y+5wVCCFGCvG1b85GCPBpt/YQJImPGmI+q7SeEEELi4JADFnYrAId87733lqVLl9b+mzJlSu17V155pbz22mvy4osvysSJE2XJkiUyLOjygAWaQ46wVIatE0Ksgny33cxHCvL8Mm6cSI8eIoMHi4wYYT7iNZYTQgghcXHIKcizJwsPNhjq1asnHTp0qLN8/fr18sQTT8hzzz0nxx57rLHsySeflL59+8r06dPlsMMOk0IliJB1AEH+9dcU5ISQuoKcOeT5A6L7zDNFEonU5ahSi+VBzxNLCCGkuAU5HfJok3dB/t1330mnTp2kYcOGcvjhh8ttt90m3bp1k08//VSqqqpkyJAhtesinB3vTZs2zVGQb9++3fin2LDLBsJn4V8c2L4dVZfqSWlpQqqqdtnlPujSBQEQZTJ3brVUVQU3F4Haj3HZn8UKj1M8yNVx2r4dzX2JtG6NtqBU1q2rkaoqxkjn+lhhwPWKK+rtEuO7KuztAstKShIycqRIRcXOUKaoKQbY9sUDHqf4wGMV3+NUVWXe+0tLd0pVlWUUOCA6djR1y4IF7FdYcXvN5FWQH3roofLUU09J7969jXD1m2++WQYOHCgzZ86UZcuWSf369aVly5Ypf9O+fXvjPScg6PE5Vt5++21p3LixxIHPPmsnIofL5s3rpbJyou/P2bJlLxHpJ9OmLZbKys8laN55553AP5MED49TPAj7OG3ceBKC1mTDhu9EpLf8+OMqqaycFup3FirZHKsZM9rI4sVHOb6fSJQYLsPdd38oAwas9v09hG1fXOBxig88VvE7Ths3niAiDWX69MmyfHk4uWoLF6Ja7ED59tstUln5XijfEVe2uKysnVdBftJJ6CCa7LPPPoZA7969u7zwwgvSqFEjX5953XXXyVVXXZXikHft2lWOP/54ad68ucQBdMhA69bNpaKiwvfnrF1bIv/5j0hNTRepqOgY6GgPLvahQ4dKeZgxMCQreJziQa6OU02N2dwfdtie8uKLIg0bts2qfSlGgjhWGzakuuJOdO9+mFRUhONmFDps++JBMR8nRMpMmVIiS5ea8zgfdVQi0hExxXys4oTdcSotNe/9xx57lPTtG8734nP/+EfojiZy0kkVtdOrEqmN1I58yLoO3PBevXrJ999/b5xMO3bskHXr1qW45KiybpdzrmjQoIHxzwpOzLg0IupErlevVMrL/dfd231383Hhwuw+x4k47dNihscpHoR9nFQmT4cOZq9v48Zw2oViIJtjpaaHybxevVBz/ooBtn3xoNiOE2pIIC1Fz7dFDu7990e/dkQ+jhUGLyZPltrBi4EDs6+xVOjox0nlkDdpgmXhfJ+aahkptxs2lNfO5kLE9fUSqd7Ypk2b5IcffpCOHTvKgQceaPyI995Lhj7MmTNHFixYYOSaFzJBFnVT057VBJdCTggJ8FqfOLFEJk3qbDyGNe0VZm5QbQCnPcsv6Eyi8+3kIGA5RDvWI4QUZkFHa/ErVdCRsyykwtko4jHtGXzQdsi2ZWE33+RVkF9zzTXGdGbz5s2TqVOnyhlnnCFlZWVy7rnnSosWLeSiiy4yws/Hjx9vFHn7xS9+YYjxQq6wHqQg79wZoSrm6NiKFYFsGiEk4I7G0KH15N57DzIew+poaHUuWWU9z6BdhxMGrKJcvR49mg4QIYXYt4Mzbp1dAahlo0Yl+4DFDgcv4jPtmR79BRNQgXN5wgSRMWPMR57bERXkixYtMsQ3irqdffbZ0qZNG2NKs9129Rjvu+8+Ofnkk2X48OEyaNAgI1R9XBFcgWoe8npZJhRgNKxTJ/M5pz4jpHg7GnaCHA65XceQhA/CUjG1Wfv2qcvhnHPKM0IKE4Rdp3MP0R5DzGC9YoeDF8GA/aP2V9iZBtapzxjd4I285pA///zzad/HVGgPPvig8a+YCMohV2HruDggyA85JPvPI4SE29GAS4qOxmmnBeeSKkGOiJlWrZLftXmzSNOmwXwH8QZEd69eIgMGmK+feELkggvojBNSqCAHOsj1ChkvgxfHHJPLLYunO54Lh1wX5Mp0sPZzlOnAgeeI55CTcAQ5oENOSPG6JNu2mY8NG4pg9kcIc8A88mhEQ4H99qMYJ6SQQUGyINcrZDh4EQz6FNhhO+QqInfSJJFf/5rRDV6hII8gFOSEFC756GgohxyFV+DAN2tmvmYeeXTcC/05IaTwYEFH93DwIhj0+0qYghyO+D33mM+nTBFZudJ5XaZm2ENBXsA55ICCnJBokY+Ohi7IQfPm5iMd8vyi5/brTgYhpLgKOiqhwoKOJhy8CAZ1X0FUXFjnlQpPX7PG298xuiEVCvIIQoeckMIlHx0NCvLouxcU5IQUT0FHzIJjBfU8jjsuH1sV7cELK5yNIjoV1tPVxMkEoxtSoSAvEkE+f372n0UIiee0V06CnCHr+YUOOSHFKcrnzRNp0cJ8/dhjIr17i2zaJHLXXZwmyjp4ofaTgrNReBfkYYWrZ6qJYwejG+yhIC8SQb5qlciWLdl/HiEkPJckrI6GVZCrHHI65PmFOeSEFCfo36kBWAiTv/3NfI5HThOVBPfC664zn7dtKzJ+vMjcuRTjblEDvWE55H7DzhndUBcK8ggL8iByyFu2TE5rhCIKhJBouSR77mnGep1+enVoHQ2GrEcThqwTUrzo4cQq5NdpmqhiFuWqT4z9hCnOKOSi45B7DTtH34PRDfZQkEe4qFsQjQ5GYJlHTkg0wTWuRq532y28joY+7RlgyHo0YMg6IcWLXnAL00DZwWmikvuJUUTRc8gz1cRRfZuLLzaf9+tHMe4EBXmBh6wDCnJCoovqZOzYkeaOliUMWY8mDFknpDiB0FZi6bPP0ufhFvs0UWo/6QOYJBpF3TLVxMG/Rx4R+dOfzGUff8x+hxMU5EUgyLt3Nx8pyAmJHsq9DtMhZch6NKFDTrLtK7AAWLwjIcHq1e7+pliniUoOWud7S+KHuq+EOQe5m5o4MAb33NNsoyZODG9b4kwAWcokyjnkgA45IdEXZWF2NijIowlzyIlfkFOM6YZ0ZxUdYLhVDAmN17VvNwWaHcU6TZTukCNaIF14NMmtQ65Am3PaaWYUBwaOcK4inF03FjGl3/ffi7z3nsgpp4S7PXGEDnmB55ADCnJCoks+HXLmkOcXOuTErxhHoS9rmDMLgMUH/XpHobJ0ebjFPk2Uvq/0yAISDYdcAc2Cc/ncc+2L70GQAwhyUhcK8gjCHHJCik+U5VKQM4c8GjCHnPjpH8AZt1bjBiwAFh/06x3FNlUerhUl0ot5mij93sh2MpoOuRswjR/O55kzRZYty/fWRA8K8iIS5CgKUlMTzGcSQrIHHWhVzC3MjoZy4RmyHi3okBOvICSUBcDij7rekZoIkaLycFu3ds7DLVb0tpGF3aLrkGcC88jvt5/5/P3387010YOCvAhyyJGfhAYfDdmKFcF8JiEkPoJMfQ+nPYsWzCEnXnFb2KtYC4DF2bmE6H70UfP5XnuJjB8vMnducYtxQIe8MBxywLB1ZyjIiyCHHCNjnTqZzxm2Tkg0BXkui7oxZD0a0CEnXnFb2KtYC4DF3bls3DjZRtvl4RYjTO0pDIdcF+TvvmufdlPMUJAXQcg6YB45IdEj1w45Q9ajBTuaxCso7MUCYIXrXKo2mqHZSRiyXjgOOdolDA5Ai/zwQ763JlpQkEcQCnJCigOV2w1ULnkuBfmWLSz+lE8Ysk68gn4BC4DFHyfnkoK8LgxZ94/aX1FxyJs0ETn8cPM5w9ZToSAvghxyQEFOSPTIl0OuQtYB88jzB0PWiR+QU/zgg3WXswBYfKBD7h4K8uz3XVQccj1sfcwY89+ECTQGQICSj0Q1hxx07+5NkGNQAFVaURgGuWgIM+GIOyHhOeS5FOR4xA0anRuErbdsGd53E2cYsk6yvacrrrhC5N57eZ+OC3TI3cOQ9cIJWdfNxokTzX9qMPH++4t7MJEOeQTJd8j6uHEiPXqYcwaOGGE+4jWWE0LiV9TNOu0ZYB55/qFDTvzyzTepr1EgiWI8PtAhdw8HLgunqBt0xA031F2+eLHImWcWt86gII8g+RTkuBhwUVjnOeXFQkjhTHsGOPVZ/mEOOclWkMNZAnPm5HVzSMAOuR49VewwZL0wHHJom5Ej7aurJ3YtGzWqeMPXKciLLId85UqRrVudv5cXCyH5KuqWu5B1wKnP8g8dcpKtID/tNPPx22/zujkkBIec00KZMGS9MBxypMFazT6dREJk4UJzvWKEgrxIcsiRI9q0aXqX3O3FMmVKeNWgCSkm8lXUDTBkPf8wFJP4AfdiqyCfP995sJ3ERyjpUUwcpDOhQ14YDjlqUgW5XqFBQV4kIeuYDiVT2DovFkKKxyFnyHr+oUNO/IBIt7Vrzfv6UUeZA+4Q6YUwry/6P6i6XOjVlzM55IBusAkFeWE45CgQHeR6hQYFeZEIcpBJkPNiIaQwi7oxZD2aMIec+EG54yi22qiRSK9ehZFHXkwFZTPlkAMK8rrtJPdJfB1yzNaEmhcYSLSjpESka1dzvWKEgjyC5EuQu71YjjqKiU2EBIHeuaipKQnNDWLIenEPyJDCFOR9+5qPvXvHP4+82ArKOgml0tJk/SCKTxM65IXhkEPTYGozYNUZJbtejx5dvLNFUJBHOIc8yKJubgQ5LxaSjmIJJcwl1kq6Ybmk6aY9Y8h6/qBDTvwwe3aqII+7Q16MBWXTCSVOfZYKi7oVhkMOMM/42LEinTqlLu/SxVzOechJpMiXQ65fLB06pC7nxVLcFFMoYS6xdi7CEmXppj2jQ54/KMhJNg55nz6F4ZCjUGyxVV9OJ5QoyFOhQ14YDrkCOgJFKFV/5NlnRebOpb6gIC8iQd69u7u5yHFRvP568vXpp/NiKWaKLZQwl1g7XGF1NphDHk1Y1I0EEbIed4e8GAvK0iF3DwV54TjkCuib3XYzn++1FyNvAQV5ETrkGGmuqUm/7qpVyeft2vFiKVaKMZQwnyHruRTkdMjzD6c9I17ZtMm8h+uCHB1asGaNyOrVEjuKsaAsHXL3sKhb9vsuSg65ok2bZLtFKMiLKoe8c2czFxwNGqZNScfy5cnn7CgWL27npi+kUMJCC1nHMeK0Z9GEDjnxmz+OgfLWrc3njRubBVfj6pKjUGyxVV+mQ+4eOuTZ77uoOeRAtV8U5CYU5EXkkKPhV4UUMoWtU5CTYg0lLDSHHAN8KpqBIevRAceEOeQk24JuijjnkesFZZ0otIKy6YQSBXlqO6lH4LE/Whgh67ogj2NUTxhQkBeRINfD1lFQIR0U5KRYQwkLzSHXv4Mh69FBHygBbGeJn4JuirjnkauCsq1a1TUSXnyx8GrYpAslpiB3vidyn8S/qJuCDnkqFORFKsjpkBM3uJ2bvpBCCQutqJvuwjNkPTpYjzUdcuKnoJvVIY+rIAcQ3TffbD7fe2+zCjOuixYtpOCgQ+4Oa7vI/mjhOeQU5CYU5EWUQw4oyIkXODd9/EPWVacO7Yl+nOiQF8eUd6Q4BLlyyOMYsm53Hey7r8gll5jP77lHCg43Drn1/lCMUJAXrkPOom6pUJBHkCg45CtWJJ+zASxuVCghigLqcG76eIWs6+64nkOO65tOTO6hQ068gnPk++/TO+R4P86zXqjrAu0VZvAoLRV5802RJ58UGTNGZMKEeP8+BR1yf+0k90nhOeTMITehII8gURDkdMiJDkT3vHlJV3X4cM5NH5eQ9UyCHNAlzz3WY812lmTihx/MCLqmTc0BUeu9Hdc4rvdM9/coo7dXu+8ucsgh5utf/lJkxAiRwYNFevQQGTdOCtYhR6g+oPikQ17IDjlD1lOhII8g+RbkmKOcDjmxgvNRnZtt2zJMPQisIYm5dMhx/Jo0MZ8zjzz3MGSdZFPQzZpChOt5zz3jn0eurgs4ehDd06fXXWfxYpEzz4y3KKdD7g4K8sJ3yCnITSjII4gSPWHkkHfvbj5iHvKtW+3XwcURp2kmsK0IYyukcLaoC0jmtsXfIQec+ix/WI+1teo6IW4rrBdSHrnuHI8cab+Ouk4Q0h7X+z2rrLuDVdYL1yFnDnnAgnwbe+ahFXULw4Fs2dIMdwMLF2YOV4+6IMcIOcLXEMZWSOFsUW3YVeeHl338HXLAwm75GyBUx0VFKQC65MRPQbdCqrSurgv0QxYtcl4Pohx9mMmTJZbQIXcHHfLCd8jXrjUjc4sdX4K8pqZG/vrXv0rnzp2ladOm8uOPPxrL//SnP8kTTzwR9DYWHWGGrCPMLVPYelwEOUQ3wtasN+1CCGeLInpEBQV5/KY9SyfIGbKe+wFCdazVACmgICfpmD07vSAvBIdctYlu7zFLl0osoUPuDtbaKFyHvFUr8xFifP36fG9NTAX5LbfcIk899ZTceeedUl8bdunfv788/vjjQW5fURKmIAduBblybqLYAGIfIZzNLsSzEMLZoojeQaIgD3pKsurQQ9ZVoSAdhqznb4CQDjnxAu5rmQR5ITjkqg1U7lkmOnaUWEKH3B0MWS9chxx9ksaNzedrGLbuT5A//fTT8uijj8p5550nZZpq3HfffWW2umOQSOaQ64J8/vz0grxr1+gKcoSpFXI4W9Qdcqf6A8QbamCjUSPzomfIejzxM0Co2lUKcpIJnDcvviiyaZM5DRiiLtI55Lj3bdkisUS1VxhcQCV5a/E6BZajjzJwoMQSOuTuYMh64QpywMJuWQryxYsXy56qnKcllL2KPYpI55B7ccijLMjdhqnFNZwtijBkPUz3emdeiroxZD1/A4R65IIafI1iW0uikQbx058mwzv32ss+DQKzX6gO7nffSSxR10WjRiL3328+t4py9Xr06PjO9kGH3B10yLMbyFO52VEMWQcs7JalIO/Xr59MtrEex44dK/vvv7+fjyQRDFmPsiB3G6YW13C2KEJBHmbn0xTkdMjjiZ8BQt25UJ0ljmeTbOukKJf8X/+K56wj6rpAezVsGPqVIp07p64D5xzL8X5coUPuDjrkwey7qDvkq1fne0tiKshvvPFGufzyy+WOO+4wXPFx48bJJZdcIrfeeqvxnh9uv/12KSkpkVGI69MquF922WXSpk0bo3jc8OHDZbm14lgBQkGeGYSpFXI4WxRhDnmYIev5cciZQ56/AUL9uFCQkyDSICDQv/rKfP73v8dz1hF9HnIA0T1vXjJM/557RObOjbcYB3TI3aHuiaqvF8X+aFTR7ydRdcgZsp6lID/ttNPktddek3fffVeaNGliiPBvvvnGWDZ06FDPn/fxxx/LP//5T9lnn31Sll955ZXGZ7744osyceJEWbJkiQyLeyscoRxyhFDaTTVgFeS4qKM2Py4GK1Q4m5VCCGeLInTIw3fI81VlnYI89wOEukOuOuXsbBK/aRDKTbfmjsdt1hG7AUTcx1XHHQXtCuG+Tofcm6hUtTa4T9yj30+i7pCvoSD3Pw/5wIED5Z133pEVK1bIli1bZMqUKXL88cd7/pxNmzYZxeEee+wxaaVq4AtK4K83plC799575dhjj5UDDzxQnnzySZk6dapMnz5dCpmwc8gR/oUOIhq2lSszC3Lc+KMY9qbC2XbbrfDC2aIIBXmw4JpS13q+Q9aZQx7cAKHbfFc9NJcOOckmDaKQZh3Rrwsd9bpQBq3cOOS8z9YV5IVy/HO573APiuogFnPIk/jyYOFoI1T90EMPTVn+4YcfGlXXDzroINefhZD0n/zkJzJkyBBjOjXFp59+ahSIw3JFnz59pFu3bjJt2jQ57LDDbD9v+/btxj/Fhl3WDz4rLgXnqqtxWEqkpgbbHPzn4+Ls2LGeLFlSIj/+uFNat06k3LxXrDC/v0MHfLnZU9y8uap2egK1H6OwP085BUWRSuQnPzFP5Wef3SnDhyeMxicCm5dXgj5OmzZBWZj7eevWhFRV7VKTxBemk1WeIsi3bq2WqqqagL8H465lUr9+3c9u1Mg8puvXoyBnDHrrEb6m0BY9/3yJXHVVmSxenFTlnTsn5J57quWUU3DN1D0u9erVSHk51i+RrVt3SlVVxMKRYkiU7lF+2W23ZHubfr2dMn483PR6Gd308eN3ytFHJyJ9nLZtM/sfpaWp10J5ORRFqWzeXBjXyI4d5u8sKan7e8rKzGO/bVt02uV8XVNbt5r7okkT7KMS2bGDfQ+3x2nzZjwrl/r1o7vPWrQw74OrVkXnXA8at9eML0EOEX3ttdfWEeSovo68cghzNzz//PPy2WefGQLfyrJly4w5zlu2bJmyvH379sZ7Ttx2221y880311n+9ttvS2OlKCMMbpyJxGnG8/Hj35UWLcIZDmzWDLGTreWVVz6TFSuSQ/GbNpXLjh0VxvNZs94WkZ8Yz19//W1p2jT1gkaERBT45JN2InK48XzDhgny1ltGK0QCPk7Tp3cRkQNrBXllZWUgn1us4FoTqUgR5HPm/CiVlbMC/Z5ZszBpcS9ZsmSeVFbOTHnvu+86iMihsmDBOqms5ByB2V5TcLaQu/uzn1XI1q3lsv/+y+WGG6YbA4TWy+XLL/cQkf6yatVi2bED0WFNZdKkqbJixdrc/IgiICr3KD/AzW7T5nhZvbqhIUTqkpC2bbfKhg3vyAcfoOpZZiPkjTe+kM2bF0uUj9OaNYMRuyNffPGhVFevql2+YQPu8e3k44+/lCZN0sTyx4SNG0/AHAvy4YeTZcWK1Jyhr79GsYlDZNmytVJZOUWK+Zr69FOEah4gNTXYRy2MiC/2Pdwdp6VLoXmGSklJdWT32aJFyKHdX2bPXiGVle60Y9xAFHlognzWrFlywAEH1FmOCut4zw0LFy6UkSNHGidNQ8z7EhDXXXedXHXVVSkOedeuXY1w+uYqPjPCqBBWcOKJQ0SL4g+U//ynTObMwej6gVJRkXTN1DTyLVokZNiwZArCMcccL+3aJUd7cNxQL6A8ApUitm9PdlYOPfRoGTAgr5sTGYI+TkuXJvfzzp2lcsIJFZENg4pTSGppaUIaNDBHhrt23V0qKhwmGfbJhAlmZlLv3j2komJXAQnNIb/9djgyraSiwhwcINlfU2aUE6an2k1OOcV+v86YYR6Xnj07y/LlJYJx5gMPPCJSDmZcido9yi8PPVQi55yDZwlJJJLtb0mJeY48+GB94/xq3rxE7r038+eddNJ+cvTR+0qUj9PVV5vXzqBBh8rhhyevhUcfLZMvvkAO+b5SUZFabyiOlJaav3Pw4KOkX7/U91DgGDRuHJ12OV/X1LJl5r7o2LGZUdyvpqaEfQ+Xx+n7783j1LhxWWTOIys7dpTIgw+iZla7yG5jtqhI7VAEeYMGDYxq57vvvnvK8qVLl0o9l5XIEJKO/HNd2FdXV8ukSZPkgQcekLfeekt27Ngh69atS3HJ8b0dOnRIu234ZwUNSBxuzHqOV8OG2OZwvkdVLF28uGxXKFhqHkf79iVSvz5CXcycnUSi7rZEZZ/q+6ymJrx9FleCOk7WqBvs6wDH0ooOVVAR+7CszHyxc2fq9RgE6rjhpmz9bFVQZePGkkhcy4VwTWF/qzzH7dtLpby8NG271bBhaW0eaSJRj+1XgETlHuWXs882i7v+9rciS5Ykl3fpUmLUJBg2TIk6s3YKCrjZ5ZFD3+H9wYPrRVLI6MdJZRw2bpx6LWBecjXYFeNDapMbXbfPksyXdm4/iuWaUvfJZs2S+8GuP0pSMY+RuZOQEhXVdlAZfWvXRu9cDwq3+97Xr4fbDCcahdcUEM7XX3+96yrrxx13nMyYMUO++OKL2n/IPUeBN/UcP+K9996r/Zs5c+bIggUL5PDDzfDkQkQXl2HeOFWl9fnz7Qu6tW9vPsah+q9e+IQVOHNT1A2w4Exw1c+RR5yPom6c9ix4zLy9zNcIpz0jbkBxUtUNgihFvrh12i8/RQXjVtRN9UUK5R7PKuv+iroB7hd36DN5RBUWdcvSIb/77rtl0KBB0r17dyNMHUBEI7/7mWeecfUZzZo1k/79+6cswxRqmHNcLb/ooouM8PPWrVsb4ea//e1vDTHuVNCtEMi1ILfORR5HQa43zmyow4OCPFh0QVavXiKv056hyjqcNadpu4h7Nm1yvmZ0OO0ZcYsaMMOMIscck37WEVRb16dLgzNuuukSC5wGEIuxyjr7M3qEV3JZoZwDudp3ETXH60x7VlODVA4pWnwJ8s6dO8tXX30l//nPf+TLL7+URo0ayS9+8Qs599xzAw2LuO+++6S0tFSGDx9uVE4/4YQT5KGHHpJCRhfkYc1DXmiCnA55brAK8HRig2RGnasIWc+XQ64EOW6EqDuiuxAke0FOh5wEwbp15mOmmjIQ3aedhtxzkSuuMMNB4abHwRm3XhdWoVpIDjnaW9XXo0PufuAC+0pPCSLxd8hVm1ZTYw48Wup4FxW+JR/c7F/96leBbsyECRNSXqPY24MPPmj8Kxb0om65cMgxDzmElcrPoiAnTtAhDxa1/3CNqRzyMK4zXfjbdfzgisMdf/NNkdNPj1fnvVAccgpyko61uwrvu+ms4vodMcIU5CtWmOdg06YSG4phHnL9OqdD7l6QY7/gNfdL9lEYUQHaA/+2bjVdcgpyH3z33Xcyfvx4ozAb5iTXufHGG4PYtqJEjZqikxxm+ChGpeCGId8R85P26hVfQc6Q9dxAQR6eUC4vD1+QWzu448aZ4a2qCNSZZ5rhrchFjUt4axShQ07y5ZDreZkIb8eA+7ffithMihNZQ0J1Jws5h1xv5+mQu8+1j0N/NC51CqIE2qtFi0xBbqkVXlT4EuSPPfaYXHrppdK2bVuj4rmaogHgOQV59oI8bJcKhwwu+TffmGHrcRbkdMhzg1VcUJBnR1KQJWpzyHMVsg4xDgFurciMKs1YjlxUinJ/MIec5NMhV/TpYwpyTGUaF0Gu37+trh4d8uJEz4MupEGZXBCHkHWVR75olyAvZnwJ8ltuuUVuvfVW+f3vfx/8FhU5uRLkQBfkijgKcjrkuYEOeXjF1nIRsq46eWhjdGdcRxV2GzXKzEVl+Hp4DjlD1klYDjno21dk8mTzHh8X9PavGBxytLV2baz67YgWQNRAmPWE4iTIC2lQJhfEoaibXtht9WopanzVs1u7dq2cddZZwW8Nqc0hz0UD3L27+agEOTrjcRTkeqeXIjE8KMgLo6gbOul6FWYraAeQxoL1SHgOOUPWSdgOOYBDHhfUNQGhau0DFZIYy5Tbqw9GFMIARNAOeSGcA7kgTg45KHaH3Jcghxh/++23g98aknOHXBfkmPpIiay4CvJiv3mFCaush1fULZfTni1d6u7v3K5HgnPIo9zOkng55HEW5LgmrDV0CtEhd3IudUFe7APfDFkvfIecc5Gb+PJh99xzT/nTn/4k06dPlwEDBtSZ6uwKlPcksRPkyh1HRVY152McBDlD1nMDHfIw5yHPnUPesaO7v3O7HnEW5GjPcUztOkT6cVHtLB1yEpRDjpB1gKJucQl7dqqwri+Lcl8kKIccxwrzMSNkvdj7NPrAZSGdA7mADnm88NVEP/roo9K0aVOZOHGi8U8HRd0oyOMlyOfPNx+t4epxEeR0yHMryNFZQAePgjz4kPVcTHs2cKBZTR0F3OzyyOFM4X2sR7yDmSt0cJ3YCXLmkJMwHXLc33HN4/ybNw9GikQepxkhQCG5o26qX2Mf4J5bCL83GxiyXvgOOXPIsxDkc+fO9fNnJGI55EqQI18UI7FxFeR0yHODEuBwaVatoiCPa1E3DPZhajNUU1dzkCtUmOjo0SzoFoRDDtCpbtas7nrMISdhOuRwWHv3FvnySzNsPU6CPF3l8Sj3RYKcHxqDKRTkDFnPBjrkRZBDTgrDIe/c2eyAo3HD9Ch2gjwOuY10yHPrkCuXhoI8KOc6UTsPea6mPcOUZpjaDG2ADpxxTnkWrCB3uk447RkJ0yHXw9bjUmk9Xch6MTrkhfJ7s4FV1ovHIV9T5ILctw+7aNEiefXVV2XBggWyw3J13HvvvUFsW1GSS0GOGxzyRJcsMfPI6ZCTdFCQhyeUy8rCK+rmFAYK0Y2pzeCUv/KKyM9/LvLkk3TGw3DI7aBDTtyACBY/DnkcC7vRIU9CQW7CkPXCd8hZ1C0LQf7ee+/JqaeeKrvvvrvMnj1b+vfvL/PmzZNEIiEHHHCAn48keRDkKmw97oKcDnlu9zMFeRhV1sNxyNGZT5eXiXZm993N5xicoxjPj0NOQU7S1SRQ/YJCd8iZQ56Egtw5kqjY94lb6JAXQcj6ddddJ9dcc43MmDFDGjZsKC+99JIsXLhQjj76aM5PniXqxpuriqh6pXUlyNu1S75PQU6cHHJOexb9om7659l1ctX3Aw6w5NYh18Nz4yDIcW+aMEFkzBjzUd2rSLgodxznSKNG/h1yuwKOUaPYqqxTkGeGIeuF75DrgjwRg3YqUoL8m2++kfPPP994Xq9ePdm6datRdf0vf/mL3HHHHUFvY1EWdculQw7i7JDrNyyKinDQp1+hQx58Ubew5iHXrw0nQc6OX34ccj08N+rt7LhxIj16iAweLDJihPmI11hOcpc/bp2bOxN77WX+DUQ96sTEOWS9kNxRN0KJ7bIJQ9bDTY2IkiCvrhbZsEGKFl+CvEmTJrV54x07dpQffvih9r1VKL9MYhOy3r17/AU5HfLw0ferymOkII/+PORuBDkd8vw65FEPWYfoRp2BRYtSl2PaPCynKA8Xv/njAI56z57xCVtPF7JeSO4oHfLsHPJi3ydBpkZEAbRTjXZF/xRz2LovQX7YYYfJlClTjOcVFRVy9dVXy6233iq//OUvjfdIvHLI4y7IWdQtfHRRQYc8+JD1sKY9U9+BGzKmQbJDdXJ4PIMV5E2auHPIoxyyjvvRyJH2YYRq2ahRDF+PYoX1OBZ2K7Yq63TIM0OHvPBD1kFr5pH7E+Soon7ooYcaz2+++WY57rjj5L///a/06NFDnnjiiaC3sajIVw75nDlm8Zg4CnI65LkT5DgvmzY1n1PABRWynqh1yCFyghQ36Rwnq0POaydYQd62rbNDjuOshxNGtZ2dPLmuM279HQsXmuuR6DnkcRPkxVZlnQ55Zjg9ZOEXddMF+erVUrT4kn2orq6Hrz/yyCNBblNRk68c8o0bk53zZs2S78ehAaQgDx8lKnB+MMQ5+M5neXnSgsS15rV4UxCCnMczeyBQ1cAmBPn8+fb71VpsL6oO+dKlwa5Hcu+Qx6nSOh3yJBTkJgxZ9w8d8iJwyCHIV9sMY6xbty5FrJPoh6zjJq9CK5U7rheOibogRwdY3zY21OGgRIWe68Mq69lVpLYLWQ/6WnMjyNnJCQ5cEyqUe7fdksus6Mc4yjnkmAovyPWId4rRIWcOOVOJFAxZLy6HfA0FuTcw53i1TQ9z+/btshiVXkhsBDnEt3LJreHqIOoNoFVEUFSEgxIVEON0VIOpSK1XWdcFeZCiTP8OJ3g8wyno1qaN837V26koC/KBA0W6dHGu7o3lXbua65Fo55AjWmPLFimIKutxnxqJDnl2grzY90khOuRtdt0vi1mQewpZf/XVV2ufv/XWW9KiRYva1xDo7733npFHTuKTQw4gyFU4GwU5sYOC3FtFamuHUVWkHjtWZNiwug45npeWJqSmpoQOeYEUdGvcOLNDjoFX/ItqO4ttu/9+89y1okT66NG5G0AuRrJ1yJE6gX+YAAe1YvbfX2I9D7lK7YuD6+cEc8jdw3nI/UOHPF54kn2nn3668VhSUiIXXHBBynvl5eWGGL/nnnuC3cIiI9c55CDODrlVFBb7zSvs/cwccv8VqSFgUJH6tNPM61t3r3He4lrDsiBdUl30O8HjGbwgR+HDdPvVOlASVYccYAAJA0nnnJO6fXDOIcbVABOJpkOuXHJMjIOw9SgL8nQDiLrLh/XiIDKcoEPuHoasF4dD3ppF3byFrNfU1Bj/unXrJitWrKh9jX8IV58zZ46cfPLJ4W1tEZDrkHXVsVKg86hnI0S9AbTerCgqwoEOefAVqa2dzzCuNRZ1y58gT1drwdpRirIgBxDdKk8cQXDjx4vMnUsxHgeHHPTqZT5iYMWppkVcqqxHuT8SpHPJ2S+cq6wX+z5xCx3yIsghnzt3rrRVc7poBd1I/AQ5QmzhciiefTY13zXqgpwOeW6gIA++InVSLCdSbpoMWS98h9wamhv1dlYXhmgDjjmGYepxcchxL3/ppeRzp5oWUQ9Zx/lWWloYbZU+5aETbJdNGLJeHA55G+aQ+xPkd9xxhzHvuOKss86S1q1bS+fOneXLL78McvuKjlzmkKt8V9XRsua74v2odxQpyPMXss4q69lVpLYWXFPXWhgh63TIo+WQW53AqDvk2C41NSav+/g45Ooev3698z0+SmRqrwpFkKntZw55ZhiyHu7AT1RoTYfcnyDHvONdUVpVRN555x1599135c0335STTjpJfve73wW9jUVFrnLIM+W7AuS7qu2IagOoblZq6jbsv5pkwerYTYUVB4dcCQ0KuOwqUjvlEQd5rbmpss6OX/4c8rgIcj0AjoI8Hg6523t8lO5D6ULW9eVxb6vokLsD5ymrrIc78BMVWjOH3FtRN8WyZctqBfnrr78uZ599thx//PFGUbdDDz006G0sKnIVsu423/Xbb6MtyFVnt3lzkc2bk421Eo1RAU4EOkf6Pod4QwXjOORhOoWsq2JlxFtFauw3a8E1OuSFVWXdjUMeh6JuVteCgjx34HxQ55RXh9ztPf4f/zCLuSJyB4OF+UxFSBeyri+Pan/ELXTI3aEPFjFkvXgc8kSR9it9OeStWrWShWjJRQxnfMiQIcbzRCJhOz85iZ4gd5vvumFDtBtAdbPSZuCL3A1MhQ1aO0dRDRt0G7Ie5fMi3xWp4ZDqYPBFn/JMj+QI0yF3U2VdfT+2ic13dqhBQa8OedRDMSnI84Meaq7f44K8x195pciIEdHILc80gFgoDikdcnfo7aFe1C2q7WTUiJND3mZXDjn6ICo9qtjwJciHDRsmI0aMkKFDh8rq1auNUHXw+eefy5577hn0NhYVucohd5vvqqZBi2oDqDq7ugCK0g0sjmGDbh1yQFe1LhDdw4cnX7/4Yt2K1Po5qvZnGC6pF4fcul0k/BzyuDjkep0RbGPU26tCQe33Zs289wnc3uOjNEicKWS9UBxSOuTu0NtDhqwXdlG3RlrfsljzyH0J8vvuu08uv/xy6devn5FD3nSXGlq6dKn85je/CXobi4pc5ZC7zXc9+OBo3wCVIMTFHMUbmNepsOIgyPXGnYLcHn2Ed8CAutezvt+SRd0SeZ32zLpdxDuFmkNu7SDRJY9+hfVM93g78j1InClkvVAEGR1yf4K8UAZkckWcpj0DxV7YzZcPW15eLtdcc02d5Vci9onEImRdz3fFDVt3cPV8V+Xy5LoBxH6ASEXYXbrcNl1w4B9eR+kG5nUqrDiErOP8wCOWsWOeuQiWXfiVOkfheqmpfPI17ZnaBoTQR+naKSaHPOqhmHaC3JqWQaJVYT3dPT4d+iAxprfLJayynoSCPCkocX/Cv6i3k1EjTg65EuRLlhRvYTfXgvzVV181QtMhxvE8HaeeemoQ21aU5HIecpXvaldsDGIc78+enXvnxksBNF0oqhtYlFw+r1NhxcEhV4/Yz1Ha11HN/VQiLVNud76Kuqnt2LKFxzNb6JCTKM1B7nSPj+ogMausJ4lifybfDi8HKbxBh7xABfnpp59uVFdv166d8dyJkpISFnaLiSBXN+zTTnN2o3M9IqkKoFlH81Vum14Yy84h15dFARU2iO23cyjgXOB9NRVWXAQ5K3O7F+R2DrnddGRhXGtupj1T70OQR+naKcYccrQRuAfks9J1phxyQEEefYfc6R6/fLlZyC2Kg8Sssp4kiv2ZXBO34pdRI24OeZtdhd0oyDNQo03urD8n4eSQh13UTQedP6fQtFw2gJkKoEG8IrcNnQvVYbWr/h2lG5ibsEE1FVaU0fez/khBnl3Iut7xzFdRN8DjGQ2HXB3/qLUHdMjj6ZDb3eNxn73nnmgOErutsh53QcYccn8Ob6Ec/1xBh7zAi7pBjP/rX/+Sk08+Wfr37y8DBgyQ0047TZ5++mlj2jMSL4c8E3oDGPbh9VMALeoOuR422Llz6nI4aFbHP6rQIXcPzlO3Drkesp6vac8AwyNz65A7OT/6e1GCgjy+DrnTILEdev2YfPRB3FZZj9o93it0yN3BkPXs+iHK4IuLQ956lyAv1hxyT4Icghv54RdffLEsXrzYEON77723zJs3Ty688EI544wzwtvSIiGqghyoiztKBdDscsij2FhDdM+bJ7LvvslljRuLxOWSoSB3D/aJ7nJ7dchzXdQNRDG6pJAdcqeQ9ajmkVOQx9shdxok3m231OVwxvM5SOy2ynoUB628QIc8O4ccfVEG6nqrUB8HWhe5Q+4pMPqpp56SSZMmyXvvvSeDBw9Oee/99983csvhlJ9//vlBb2fREGVBjptgmBe2nwJocRHk6pjqHQ2MAs6aJbL33hJ5GLLuL1w9TkXdAI9ndqhj3aRJcvAKnUf809OQrA452gaV0hJFQc4c8sJxyBUQ3XvuaQ4SYwDptdecZzPJFXTIk3CQ1FmQq32YKfKrmNEHreLikLcp8hxyTw75mDFj5Prrr68jxsGxxx4rf/jDH+Q///lPkNtXdOQjhzwduQyldDs3up7bFoeQ9XTCduJEiQV2Vdb15SSJHq7upahbPh3yOFw7cXXI7QY6chUhERSqg6SEIa/7eDvk1g4wjufRR+ffCGAOeRK2yXUHLvTzIu7nQNjoA7txEeSti9wh9yTIv/rqKznxxBMd38e0aF9++WUQ21W0RM0hV85NLhpAP7ltcXLI9e0dNMh8nDBBYgFD1oMV5HYdz/r1zSINdMjjy+bN9oLcKmDtqt9mipDAvQHtxZgx5mOuJjOBa686SKoOBgV5/B1yXejjXFLnbj5xW2U9yvd4NzCH3N/Ahb6/KMjTo++fqOiJTLSmIHfPmjVrpH379o7v47211tg2EmtBDiGcy1FpldvWooW73La4OeSqI6vGteCQx6EWIkPW/YespxPkdiHr+Zr2TF+f+Os8quMKQV5amjymXhxyO0GO6SB79BBBcNqIEeYjXmN52OD8VfelTp3MR54nheGQY4BVnXfWdivXICc4k3NcjA45rr1inUnYGrKOfrHqG0e5nxe1c8wp6jRqtGZRN/dgfvF6aWKpy8rKZGfYlb8KnKgJ8nzcBCG6deGNae/nzrUvNGPnkEe5s6g75NjmFStE5syRyEOH3L9DbpdDHrWQdeYrZo/uMEKQp0vtsHPInQQ5RDemTbTOQIFpq7A8bFGuxthxjqgOEx3ywnDI0VFXn51vQa6f93TIU/dB3H9vkNN2Fcpc9FE4x6LskCdiYFQFTT2vVdZRTb2BQ2u5vVhbjQLOIc/XqPQPPySfwx1wGqCIa8g6OkGHHWaGnsIl79NHIg0Fefgh62HOQ56p+A2PZ/aogRccR9VmYr/ifHDjkNu1sxigHTnSvnOCZRBUo0aJnHZaeIO4KnwQnSXWjsgdOL5hO+TqXrRyZf4FuX7fZg55XUGOWVmKDTtBjn22ZUv8z4GwsRv0jTpt2iR1EO6nzZpJUeHJIb/gggukXbt20qJFC9t/eI8V1rODDrnJ998nn6fLbdM7tnFw+VRHFtuKIjpxKezGkHX3qI5t27bRmYecRd1yW9BNka1DPnlyXWfcKtoWLjTXCwslyCEKKchzB+57aoA+LIdc/+woCfJMIetxb6fcuJcwZVSocdx/b5D7qVDOgXwMZkSdRo2SfZFizCP35MM++eST4W0JMaAgNzsiS5YkX2M01Ik4OeRq+iM7Qa7crqg27Oq8tDrk7Jg7O+Soe7BqlZeibuYji7oVjiB32q92xavsBPnSpe6+2+16fqBDnh+UQIYwC9MdjYogV9cEfi/qL9hRKOHKbhxy9Afwe9F2RLVPk4/9VCjnQBTOsahRUmLeZ3A/Qx559+753qIIO+QkfCjIU8PVMwnyOBV107cLHVuErGPfYvDB+pujhN75tk57RgGXXpDnu6gbHfJoOuR28y3bRUh07Ojuu92ul00eMwV5blH7HZEJYQ7WRkWQu2mrCsUddZvfG4e6OPkIWQcU5OmpqiqJnUNe7JXWKcgjKsiLOYf8u+9SXxeKQ653YrGt6Nweckj0w9at2w3oqDqjOrZKkMepqBuPZ24d8kzTng0caJ5HToIMy7t2NdcLC4as57cdCTNcPYqC3E1edZzFGKLh3LqXUe/T5FOQF+s+KeQccj2PnIKc5B0V0hwlhzwMoeAmf1zNsFcoDrnqlGN/quMbhzxyfdBDCQMKuMwOOYSSEmqY0icfIeuc9izaDnmmkHW0E/ffb/996locPTrc+4Uess5Ulfw45MUgyDPNQV4oYgymiyrS6NYhj/PvzQZWWS+uHHJAhzxPPPzww7LPPvtI8+bNjX+HH364vPHGG7Xvb9u2TS677DJp06aNNG3aVIYPHy7Lly+XQoYh60mHfN99Mxd1i5NDrrZVddJ1QY5q61Gd5sFaYR1QkDujOradOyeXWc9hu5D18vJEoNeZPq8vpz3LnSBv0sSfQ+5UZR/TPY4dmyr0AZxzLLebDjJImEOeH4rVIU/XVhWCGNOvbzrk6WHIevE55K0pyPNDly5d5Pbbb5dPP/1UPvnkEzn22GPltNNOk6+//tp4/8orr5TXXntNXnzxRZk4caIsWbJEhoXd+8gzFORJh3yffQozZF0XYUccYaYnoFLyvHkSSSjI/TnkyOtVxYmseeR2znXQDrl+vXLas/BRgy5+HfJ07Sxuez//efI1hPjcueGLccAc8vxQbA65m5D1QnDI9eubDrl3UVns+6RYHPLVq6XoyGum8imnnJLy+tZbbzVc8+nTpxti/YknnpDnnnvOEOqqynvfvn2N9w9DRawChDnkdR1yryHrURUVdlNdwU07+GCRadPMsPWePSUW283Q1cyCHB1diLMNG+rmkacLWQ7qOnMzr6/1fXZy8pdDnmkeev3Y9O6du0FbPYdcwes+fIrNIXcTsl5oDjkFeXrokBefQ96miHPIIyP7qqurDSd88+bNRug6XPOqqioZMmRI7Tp9+vSRbt26ybRp0xwF+fbt241/ig3oDRsXdpXxL+pUVaGXVSqJxE6pqopGDHN5ublNW7aY26T2Yxj705zyzGx9+/bF55fLli34zl3J9Ra2bcMpXCJlZVVSrx6SKuvJtm01UlW1a2QjQmzaZG5fgwapv+eoo0pl2rQyGT++Rs47L7jtDuo4bdxobnfDhsntLi83l23dGs19nU/WrTPPycaNq6RZs3qyYUOJrF2L9ie5zpYt5jVVXl5de3xKS7Ef68mOHcHsU1MgmtdSSUnq91tRx3PLFh5Pv9fU+vUIhyiTxo1xTM2iAQ0amMd506bkMrB9u2q3ku18vXrmutu22bf9mzeb74MVK3J3f1i92tzW5s137hLi0T9PwrxH5YrVq83zqXnz1HMnaJo2Na/9tWtzf0z147R5s7kd9es7b0dpabTv8e4jacqlrCwh1dU7a00YO1T7sXlz/vuD+bimtm0zr4GysuQ1oPqjW7fmf59EEXV8tm0z+xPl5fG6Vlq0MK/xVavitd3pcHvN5F2Qz5gxwxDgyBdHnvjLL78s/fr1ky+++ELq168vLS3Dw+3bt5dly5Y5ft5tt90mN998c53lb7/9tjQOczLPgFi27HARaSczZ34plZWLJAqsXYtS4B3ls89mStu282uXv/POO4F/17x5zUVksDRrtkNmz35XRCqM6RteffUNqVevbuO7bRuiLErkgw/el2++aSsiB8rixauksnKaRI3PP98NQepSVbVBKisn1C5v1KidiBwub721VSor8ZuDJdvj9MknqK53mOzYsU4qKycZy2bONJctX76+dhkx87Y3bDjVeP7pp+9JScmRItJM3nnnQ1m2LBmDtWgRBhTby+zZX8o77yw0ls2a9YWIHCorVmA/T856W1auhD17gtSrVy1vvFGZdt3Zs1GB7gBZtCia107UsLumvv56gIjsLkuXfi+VlbONZcuWmctmzkwuA+vXDxWRxvLxxx/I2rWmNbl6tWpnv5Z27ermr8ybZ75vfv9nsnFjiJOPayxZcjxaKfnmmw9k40YM8BwhK1ZsTGnDokoY96hcMXPm/iLSTZYvny2VlbvyuEJg9myEPgySJUu2SGXle5Kv4zR9Os7tQ2TzZuf276uvzHvoqlW4h0a4EmoaVqxA3sfxhsisrEzfLm/adISI7CYffoj+8GIptmtq9uy+ItJLFi2aJ5WVM1P6o59+mtofJal8/jlSfw+QdetWSmXldIkL8+aZ7cAPP6yVysopUghsSRfmGyVB3rt3b0N8r1+/XsaOHSsXXHCBkS/ul+uuu06uuuqqFIe8a9eucvzxxxuF46LO/febcYgHHLCvVFTsSqLOM08/XSYffYRjNUAqKvY2RnvQKA8dOlTKA05QGTfOLB3cp089Oe00dFpNjj76JGnRInVdjCzv3Gk6RhUVx0qTJubfNmvWVioqKiRqVFeb29euXbOU7cOURbfempDly5vIgAEVtdW5syWo47Rtm7nd7du3qN3uhg3NZQ0atIzkvs4XCMhJJMx9M2zYcfLAA2WyaJHI3nsfJhUViTrX+SGH7CNDh/YxjtNBB5k5Go0btwpkn6paDI0alWb8PNOdEmnePJrXTlRId02NG2ce0/3221MqKnY3nk+aVCroc3fpklwGSkvNW+/gwUfIAGh2EXn22TL58EO0s/2loqJfne9+6KFkjHrPngeknE9hYkYhiZx88hGyZIl5ntSr1zzS50mY96hc8fjj5vE+7LDeUlHRK7Tv6dFD5A9/wD5rkvNjqh+nTZvM2NoOHZzvKY0bq/tO8l4UN1RKXsOGZRl/w8MPl8mMGYgW3E8qKnbl8BXRNYX2E/Tq1UMqKrqltJO9epn9UWJ/nHr3NvdNp067xepaadSoRO68E/2o1rHa7nSoSO3IC3K44Hvuuafx/MADD5SPP/5Y7r//fvnpT38qO3bskHXr1qW45Kiy3qFDB8fPa9CggfHPChqQONyY1fRIDRsi1EQigcqDrK4u2xUuFN4+VYXNevUqlSZNSo2iWGa1aHxX6rp6FEizZuW11Y137EAocGlkp7SDQNK3D0UsDjhA5OOPRaZOLZef/SzY7832OKn93LhxcrtVnuz27SWxuK5yXdgLeVs4J5s1M19v3Zp6PausmiZNsNwUVo0bm83xzp3B7FMVCtmgQebPU9fO9u3RvHaiht01pQbBW7RItpPJNim17VT5fU2aJNs1dduqqUldV6HnoSMtIheXHc5TdU63a1deW5wQg3RxuO7jct+3Q/Xh2rQJ91jvtps6p0qkXr1yxznvwwTHqLrabP8aNnRug9T1hKi5uB5XRf36mX9Dsu8Vnf5gLq8p1WdC6L5qE9U+2bnTvp0kJup6atAgXvf0dggYNSIh4n+NK9z+jsgdpZqaGiMHHOIcP+K995IhVHPmzJEFCxYYIe6FShTnIc9lEQ01eowxGnQMVJaBXcSHtWhV1Aug2FUrV0R5PnJWWfdX0A0oQe6mqFvQ15mbaYQUnPYs3HnInYq6ZZqHXEcvpJargjeq0jfaYkQoscp64VZZxwBeuilGw6bYqqy76aNHvU8TNqottKuyzqJu3vdd3Iq6JYqsREBeHXKEl5900klGobaNGzcaFdUnTJggb731lrRo0UIuuugiI/y8devWRrj5b3/7W0OMF2qFdVDs056pMNu99kqOiKOjayfIVScXLjqq0kf95mVXrVwX5Hffbc5HHqcq6xTk9oJcpVcoQW6d9sx+HnLzMaiaOXbf4QSPZ7hV1p2mPdM7S5naWf0zcjUljF5hHe0sBbn/+/rkySJLl5rTISJNKdM9PldV1nFM0fag3cF3Wue7zxXFVmXdjVCKep8mbFhlPTcDP1Gc9qyqyhwgzFd7VHSCfMWKFXL++efL0qVLDQG+zz77GGIcOSrgvvvuk9LSUhk+fLjhmp9wwgny0EMPSSFT7IJcd8iBG4ccNy04OHEW5EcdZf4GDEgsWYK8H4m0Q86OefpOdCZBbj8PeSJvDnnUr51CcsjRxqt23su0Z/l0yJVLq1/3cC/yEd4cN/G9apXIlVeikGNynS5dUEci/TzyuXLIcQwh+leuNNsvbFs+cNNe0SEvLtIJ8mLdJ4U+7VnjxuY2Y/txn6MgzxGYZzwdDRs2lAcffND4VywU8zzk5pRnqQ65EuR2oXRWgRv1m5faXruQdXSI9tsPlTHNsPVzz5XIwJB1/yHr6mbi5JDrnU91zeczZJ3HM3tBrvJcnRxy/fj6DVnPtUOuXAvVBkCM43e4ObeKiXHjREaOTBXfdixeLHLmmSJjx9qLcqSuqfMpbIdcfYcS5FEOWadDXlzYCfJCOAfyte/iQEmJeb/BZFq4z3Uza/kVBZHLIS92ijmH/IcfzEdcjKoDmM4ht7qMUb95qQ61UwjxMcdEM488Xci6Wek+P9sVp5B1aw653T5V11nQIeteHHIK8nBC1vX9qrejdg65m5D1XDnkToLcuj3EFOMQ2ZnEOFC5kaNGJQfhdXRhnCtBbv3eKIasF6tDXqztst2+Ysh6YTvk1jzyYoKCPGIUc8i6yh9X4epuQ9atDnlUb17pQtajXNgtnUMe5f0d5ZB1FnUrPFQUj13Iui5e9X1sl0PuNCCjX2f5csixjSpMnYI89b4NZ9xLESKsu3ChGd7u1I7gXMpFtFwUBLmb9kq9p6d9xA065Nntq0IYlMkFyiiJm0Ou328oyEleKWZBrvLHVbi6Hv6ZziEvhJB1gEI/6OzOno3p/STSglzvNFGQZ66yno+ibnZ56k4wZD07IK68OuQ43noOdrrjj8+PQg45tpf1I+oCUe3GGbcDueb5yh+PoiB3U2U9Cg4p+moowjpmjPnodoCAOeTuYch6cTrkrSnISRQo5hzydA65XQ65dUQ9OT9lcj73OIWsoxEaMMB8PmmSRNrZx4CRuklSxHmrsg5xlckhD2K6Dz8h67humILgHVXkzItDbj0u6QS5tUOOa85ukDJshxxQkLsT1W5B4bd8VViPkiD3UmVdXz9f6Qk9eogMHiwyYoT5iNdYniuH3O+AgB/w2RMnlsikSZ2Nx1xFJ7DKevFNe6bfb3IVCRYVKMgjRjHnkNs55G5yyK0OeVRHlDOFrEc1bN1p/nSnKZ2KGWvIul1Rt0xFvUAQotjPtGeAAyze0WsEqDYrk0Nu7Sila2f1awzTj+Wqs0JB7l9UZwLRBl27mpFRVuiQ26O3kfm6xzvVClCF+jKJ8iAc8mwGBLyivmvo0Hpy770HGY9hfZcVVln3z44dZvgVQ9bjAwV5xCjmkHW/OeTWom76e3EKWY+bILeb0qnYcVPUTd9fdkXdggpb9+OQ639H/FVYV4I5SIdc/T0+e7fdctdZUcKQgjw9ENWYLsztNHBqvdGj7e/1xeiQu2mvsN/y6ZCmqxWQqVBfUA55tgMCXsjld7kdvGDIeuE75G1Y1I1EgWIV5BDcaOSzccijMHqeTcg6GDTIfJw505y/NsrOPvOO/eWQZyrqFdS15kWQo71RaTI8nt6xyx/36pC7EeQQw6qzkkuHXHdqKcjtrx/MK+4WiHenKc+K1SF3E7Keb4c0U62AdIX6/Djk1mKbQQwIuCWX3+UEQ9adyZSy4OU8ixqt6ZCTKFCsgly54+iA6G6Ml6JuGD2PchEUNyHrcL/69YtWHnmmkHUKOG9V1vXQTLuiXvlwyPX1eDyDE+R24jVbQZ7LzgpD1t0DcQ2R3bZt6nKEpb/wgsgtt5iv+/YVmTvXWYwXu0OeydHLp0PqtlZAuvWycciDGBBwSy6/y8u+inIfL1e4SVmIs0PemoKcRAGVO1psRd2UINfdca9F3aLeWLsJWY9i2DoFuf+QdSXQINhUoUGngRmIc3XdB3Gteamyrm9PFK+duDvk6BypwVangRI3OeT5csgpyN0Bkf3ww8l72fjxpvg+66xku457fKYBdzrk0XTI3dYKSLdeNjnkfgcE/BSAC2LwIVvokHtPI3j55ZKCcchXs6gbySfF6pCrgm56/rjXkPWoC3I3IevgmGOiJcgZsp59yLp+DqdzroOc+syrQ87jGUwOuY4+iKX2a1wccgwgKYHGkHX3qP3Ss6fZlqt7uZfjVswOeab2Kp8OeaZaAekK9QXhkPsZEPBbAC6IwYdsoSD3nkZw9dVlxnrK3IujQ96GOeQkChSrIM/kkLsp6qY/j6KocBOyrueRf/VV0inJJ6yy7r7zoCI5lEOO81cV+VJh6+k6nkFea35D1qM4mBUWQU0dlMkh16//bIq65dIh37AhGdVBQe4edZ3rg3G6IEebnmlazmJ0yN2GrOfTIddrBVhFeaZCfUE45F4HBLIpyhbE4EOY85AX033KSxrBokUlMmtWm4JwyNesCWYK2LhAQR4xilWQF4ND7laQd+gg0ru32RCFmZ/lFlZZdyfeIGAUzZsnOy3Wqc/SnQdhCHI3057p6xXL8Qxy6iA1EGMV5GjHVYdIXUeZHPJMIeu5csjV56MN1s8hCnJ/gzNKXEOM622FFbQrCxaYz5Gjm4s5n3VBnq8OsNuQ9XxX2Va1Ajp39laoLwiHPN2AgEINCGRblM1NocJMgw/ZYicqi9khd5sesHZtQ8f7TBxoveseh99g1/cvVCjIIwZzyFOXuynqpt/Ao5wH6yRso55H7hRqX0wCzo14U+HqOGf1DoS1sFtUQ9ajHF0SNEFP5+Mkwuyuk0w55FFxyO3yx9U26NtE3J0LON7qfuY0mKLamdmzzdc33BDe/NJ2ghzizK5eSy5w215FYR5qiO5585LX9tlnZy7UF9Q85GpAoH371HVxbukDAkEUZVPfpYwRnSOPNNsGN9FFfiOR7AYvonD884Xb9IBWrbbZRhfEhSZaH6qY8sgpyCNGMTrkTlOeuS3qVmgOedQEuVMxumIR5G7Fm7XCuiLfDjmLuoU/nU86QW4VsH5yyPVrMFf5dU5h0xTk/s+FdNEN+ZzzGcdUnX/5CluPQ5V1HaQiqW3GNem2z+bHIbfeYyGUrecD7jtnnBF8UTZ8lwpLP+GEefLgg6ZrNGWKu+iibCKR0oWs5/v45wM3aQRduiSkX7/VsmNHSWwd8pKS4qy0TkEeMaIsyINw7ez44Qf7Kc+KNWRdF+Sff550XvMBwivVvixGQe5FvFkrrFsdctVRp0OeX8KYzicIh9xNDjk+K1cVaOmQ506Q53vOZ3SA851HHocq6zq4ntWx8RJW68W5TNefUWkPSG/DNblkiVl3JoyibKtWmY8HHbSszrR+6QaOsh1kYlE392kESqTfc0+1sV6cHfJiLexGQR4h0LirBj6KgjysBlDlj1vd8WyKuuX7Zm0Fx9VLyDry0/bYwxTEGInOF7o4K0ZB7kW8WSus+wlZD/Ja47RnuZvOJwiH3Ou0Z7nKIacgD1+QR2HOZ9Vu5auQaByqrOvofRIvgtxLbm+6/ow6ThDUxx1nPv9//y+comxKkDdtukOuusq+c2odOApikCmdIC/0+1SmNAJrP0PVMDjjDHPnxjmHHNAhJ3lFb5iKKYdc5Y9bC7oVkkOO2gCqsq7bIltRCFvXxbZTDnkhd8y9iDenkHWrIE8XKZGusJdXOO1Z7qbz8eKQOzmBXqc9g0MeZgEuCvLcCfIozPmcb4c8DlXWdfQ0unw45HpKyU9+Yj6vrKzrptq1EW4rwitWrjQfV6xoLIsXl7gaOApikMku3z4qAzL5FuV/+EPy9dNP161hEOdpzwAFOckr6gICdMgzF3WLk0OeTthGWZCrTjcGiKyDRMUg4LyIN6eQdWsOuRuHPJ8h61G7doImjOl8vDjkTsLD67RnuF+o7w0D5pDnTpBHYc7nfAvyuFRZV+h9Ei+F8PwUddMH9O2uz4oK8/m0aampLCeeaF+QzW1FePU71W+tqipzPXCU7SATDCo1mGBX1A37sZimxLKit799+9bVDHGe9gzkKjUrSlCQR9QhL0ZBns4hx3frAxZxc8j1xtOrIP/006SYyzXpwuyLYdozL+ItU8i6mxxyTnsWj7mEg3DI/U57hn/qM8PsrNAhD3Ye8nSCPApzPudbkMepynoQDrmXkHW736vOIQjybt1E+vc3RfvbbyfXQVVzbBuKqF1/vbkM67mtCK+Hq5eXJ6R9+82uB46yHWTSBybtQtat6xQb+mCs3TSKXs6zKNKGOeQkn0RdkOMCD2NE0mnKM6CP7lpveukEedREhZ7P69TpstK9u3kjxXkxdarkhXTh1cUg4NwUUVHiLciQdRZ1y00eXocO/p0ju86Riuhx45D7nfYM5GLqMwry3DnkXtqZQhTk6FfErcp6tjnkXhxyO0GuHHJ1TqmwdZVHjn364IPm80svFTnnHPM5wsRRId4tKlx9t93EqN7duXPC1cBRtoNMToJc3yf5PgeiMiBkZ9gUikO+hoKc5IOo55CHMSKpT3lm55DrAtZ604tjyLpbtzIqYevpHPJiEOS6eLN2FK3iLVOV9VwXdeO0Z+nBccOcuAp0aL04R2E55G4EeS46K7oDp0NBHs60Z6qdsbYffgeJ4iTI9fBkOuRJ9HWcBLm6PlXY+ptvmvvzww/NWVqwP3/5S7MaO/qVuE+pPpcXQa6mdrv33mpX0UXZDjK5ccgpyAvXIW9NQU7ySdRzyMNoAPUpz5TrY224nfLI7URuVEWFlwrrOhTk0eC001KvSYhsq3hzW2WdRd2ig95OYN/7bXdV58hLDrnfom65csitDpyCgjwcQQ7QnvziF+bzk08WGT/e/yBRnAS5fh3GMYc8LIcc/R8nk8EqyI84wjyGaBMeeUTkd78zl591lhhTlaEf16uXuWzmTPfbq0LWd9vNHDFBFW8MEGEmmEwDR2qQydp/cDPIpB9fvV3GcyXoo9bPi5IgLxSHfDVzyEk+HXI0Nm7DmuMuyNPlj1vD1q2FU4rJIf/4Y283/aAo9pB1xZw5pgBRHQuIa+v88E4h66pj7iWHPIhIFK/TnkX12gkT/ZpSTpAfgnDI1WsMzFpTg/LpkFOQuwfHLRtBrp+HaPuPOSZ3g/NREeRxqbLuV5B7dS7dCnK433vvbT6//PLkdKnIKVfzfQ8YYD7OmOF+e9X5qM8/DiE9b57IBRckB4+cBo6w7NBDk69RCd7NIJNejV7vD+uDFPkelIlqyDraoaqqklg75G2YQ06iIMij5I6r7VE5R0E3gOnyxzNNfRanom5+BXnPnuZoMm5OqKAaRYe8GDrmn3xiPh54oEinTqmDSYpCCVkvhgGWXApyrw653YAMc8jjgV581K8gX7HCfGzXTnKKEnb5EOSqvYPYypSuFxUx5jdk3atz6dSnsaaUQHR/8EHdv0e7duaZ5vso6ObXIW/bNlGnX3jIIcnfkq7fqj4DHHCAuz5uuoGLsAsNx72oW3V1cgQj7g75Ggpykk9BHqX88bAbQC8OuZMgj4ND7jdkHR0U5ZLr+a65otirrCtQ6R4cdFBy8EgNJoURss6ibvER5DhWal8HkUOuPjOfDjm+T20vc8j9dZLtCvzpx82pQKoS5O3bS06JgkPupuhpFB1yDMK4bbODdshxTqHvOHKk/d+r82zUKHN6LK+C3M4hV6hBI3XOOqG/73aqxnTztUe1nxeVkPWdO5PSLq4OeWsXbWWhQUEeIdTIetQc8qBzW4NyyO2mdSo0hzzfeeQMWU8V5HDI1eCR1SF3W2U9Fw45pr9R7YnXac+idu2Eid6moIPrZyBE7xgF5ZBbj7+6xnLlkKvOPu5FzZunvkdB7owSG9hHdgPrqpOJ88xp7urly/PjkEdBkHuZCizf7qj1+Ll1yYNwyHH+qHMNA2aTJ4ssWuT8GRA0qK6u2pFZs1KLCLutsm5FLUs3mIl7ke6Qu53CNZ0gp0OeSZAXjkO+fXvx3GsoyCNEVEPWc+GQpxPkXoq6FbIgR9XUXDdMLOpmXpeoVqsEuTpXwwhZD2rgy0uRJOt6hX48daxtih+BqzrGOHZ2giJIh1x9VtgOuR4Oa3UsKcidUde43cCM2nfqOrM7dhAvStwUkyBX14SbtiqKDjlwGmAJyiHX22X9GOG4LV0qrsE5iM/68Ud36ysx3aZNwpdDjvMc57VXhzzdwAUFefocct0hj6sgb9o0OahZLIXdKMgjRLEJ8kxTnhViUTevIesAArBjR3PfQ5TnEgpykdmzzXMVNwhUqbULWcc+UNeGNWTdWtQt3eBMUEXd/AjyYnfI/Yatp8sftxOwTuJDz5/Ndw65U/64vg3YRrcuW7GQ6VzAMU43mILIBLVP7RzJXAnyXIeIehHkdMiTESyIXkF/Ef0DN6Ayer9+3gq7uXHIcc44HQ9rmxqEQx7Vfl50cshLbQvixYmSkuIr7EZBHiGKLYc805Rn6ULWEY6r9pedQx41kWh1uPzmkec6bJ0h68mCbvvvb3Z+7ELWlWOBY2XtjCuHHDdQdHRzEbJunc7LDcVyPNN1qsMQ5Nb9mi4816mGQK5zyJ3mILe2BcV0rgRxLmQ6dipcHfs917mfSpDDzXTrYgbF9u3uK0JH1SF3K8iDyCG3Xp8DB5rFX53EF5Z37Wqupyqtu80jT+eQ41xWBX/1sHQdq3vuNYecRd3qgn6EmxzyuLrjxVrYjYI8QkQ5hzyMBlA5jOnccSdB7uQAFmLIOsiXIGeV9dT8cf18hUuhbhQqXB2OheqgWAW5uonmoqibXvDQ7Qh5VK+dQnXIvXQ0c+2QO81Brm+Dvl0kGEGerwrrqj1S51+uw9bj6JD7FeRBOuTqXEKf8f77zefW9l69Hj3aXM9LpXWYHuo8tXPIca9Txd6c2s4wHPKoDMrkC5xDenRS3ZD1eE95pqAgJ3mj2ELW3eSPOwly3ZnRb+JRDbsNSpBj6rNc/jZWWU+tsK7OR4T+6eewU4V1tb7qFOHGmUuH3G24erE65EEKcruq2ukc8nQ1BNw65OiY6/mZuQhZx/1JbScFeTiCPNcV1gHaqHzlkXsp6hYVMeY3ZD0Ih9w6BznAvN5jxybvTQo451iu5v32Isgx4KfSF5yiGDPlkWfrkKcLWc/3oExUzr1Cd8hXM4ec5JpiFeSZHHK7om6qc4vwfj3Ev9CmPVP06WPe+PC7P/5YIhWyjnMiDFEQlagVvaCbwhq27lRh3RrGjs6IH0GWC0Ee1XSPYnLI7Y4/7gvqb6yCHNedGgwKo4ghOn52eeIs7BZuyHo+HHKQL0FOhzx7QQ4guufNExk/XuS558zHuXOTYlwX5N9+m7mfpMLQ8T1OqZSZKq2H6ZDn+xyIqiBXOeRxd8jbMIec5ItiyyF3M+WZU1E3J8ERVUGerUMOUTdoUO7D1t2ErEdxfwdZ0A37QBV0U1gLuzlVWLertO6mqFtQDrmX8y2q0SVhojrRqtPnR5CrdslrDrnbKvv6AIm6DvG3aqAyyM7KuHEiPXqI/Oc/5utXXjFfY7kOBXnhhayDfDvkcaqyHjWHXAFD55hjRM4913y0GjydOpnHGf3NOXP8F3QL2yF3U2U93+dAvrDuQ+vAaaE55GsoyEmuKbYccrcOebqQdavgKFRBroetT5ggkRPkheqqqoJuBxyQmhtunfrMiyDPRci6ulbwOThf3FTDLhSHHL8Vv3nMmMy/Xe0nFDyKgkNuV2VfF736dRh0HjlE95ln1p3PGDNhYLkuyinI058L6nq3Q4moqIWsR0GQx2kectV2qP5aLh3ydEUX3Qzuq8JumSqtuxHkbh1ydW/06pDbnRNROQfyPRikHxddpDOHPJ5QkEeIYgpZ16c885NDHjeHPNuQdV2QT52afUhzEAMJiORQIjXuIs5tQTeFGkRSDrnqwNrlkDs55GGFrCthpUJgBw+2dznj5pC7EdrK4cVvHjEi829XbUr37rmvsu72+Ku2A+/p94Ygw/mwL0eOtJ/uSi0bNSq5zynI/c1DDhiyXhd1vsfRIVdFzdwIclxLynhxK5bs2uV0RRfd4DaPXIWsq9+YjUO+++7B5ZAzZD15/NX+0cPW6ZDHEwryCFFMglxNeYYOQKabCh1yk733NvcV9oNybvM5kICR9kKvtG4t6BakQx5GyLoS41Zhaedyxqmomxuh7cXhzaUgzzaH3OkaDLLgzeTJdfebVUgsXGiup29LoV73fmHIenbTnsUxh9yLINev6zByyIMW5EE65EqQs8p6cIIcaUuY2cW6X6urC8shX82ibiTXFJMg1/PHM03LlK6oW1wc8iAEOdzoXE9/lsnZj7KIyxY4GV98Ye+Q77FHsmOEm0UmQZ6Lom5eXc50Iet2n5Ev3Ahtv789ag65XTvrdA0GGbK+dKm39SjI7aEgL74q60qQWnPK7dDb9bByyIvBIY/KoEwU2hklyHWHvKqqMBzyNizqRvKFCmUqhqJubvPHMxV1c3LIoyYQgwhZB7kW5JkGEgp56rNvvjGPG9xta1qFPvUZBpf8hKwH7ZB7dTmt6NuTq5SITLgV2ghh9/PblSCH267ErdcZA7w45NgOrw650/kSZDhfx47e1qMgD7fKerHlkMe5yroS5G4ccn2bo+CQoyJ7Osc6W4cc7bcaMPQqyN0Udcv3ORAFh1z1LexC1gvFIV9DQU5yTbE65JlgyHpdQT5lSnIAJ0yK1SHHtfjss8mOhJ0g1MPW3YasYz113IIu6ubV5bSib09UjqfbQQa3hQ6tv121Kd26mY8Q415v/m4dchxTCG11LmUbsh6kQz5woDlfsVO0Epaj8B3W07eFgjw4QY5zUf19sTrkcckhRxuu2mi/IetujZegi7qpcxDV1sHXX4dXZV2fx1wNegYRsh7Vfl50QtYLwyFvTUFO8kUxCXLlkPsV5E43cNX5xQ0zSnNjByXIUR0VnSZ03NRcwWFSjIJc5Svfeaf5+ssv7QuD6XORuxXkKgQwjJB1ry6nFX17otLRcTvI4Bbrb1cdGxw3JUa8hq27dcitLobbac8y5ZAH0VnBPef+++3fUyJ99OjkvYmCPHtBjn2n7z913uFeqzrZxSbI41JlXe+L+HHIcZ1nStVLF/WXbVE3VZMGPPGEc5FMNyHr6vejbbPeN9Q5jcFDdW55DVlPNxsFHXL7kPVCc8i3bXM/i0GcoSCPEMXokHsJWffikEdJVAQZso5zQ7lUuQhbLzZB7qUwmD4XeaaQddVB1wV50CHrXl1OuxoF6vujcjzdDjJgvl0/v121KWhjMhUncmqz1bmC8E+7Tq1+nNXAjZ9pz8J0yMGwYSJjxybbWwX2K5bjfQUFuX9Bjg60uscrYWUNV3cr1ooxZF1vI/NV60K1GzhOyqX24pB7EUpWNxi/W32XX4cc97Fp08znjz/uPBuFG4cc54xy+61tp3LN8fd62pYbWGU9syBHO2Mfsl4YRd2aNUueW8XgklOQR4hiySHHzUR1Yt045HZF3TJNe6avU0gOea7zyDNtd1QFuZe5qPW/8VIYzE/IuhLk6MjZXefZOOReXU47ohYK6HaQAYJc/Xbruul+ezaCXEVSqMJIN91k36nFcVbHWp0nXo5/LhxyBUR3r17m86uuEhk/XmTu3FQxrm8LBbn3ech1Eacfu3wXdIuLINfXyVetC92htOufBDUHuV2brAZxcB453W/cDDpbnWrroDPueW4EOQZylYNubTvVa5zTemFTNzBk3Rm1D51C1gtl2rOSkuIKW6cgjxDF4pB7mfLMqaibk1DUG6BCF+STJrkTmrlwyKPUMfc6F7Xfomj6XOReBTk6FHYiM9vrTLmcqpOYzuWMwwCLl0EG9dtVsb1Mvx0pLep3oo1RQsiNIH/55RJPU6yp/arOExxnu+OfrxxyBdqT2bPN55deag502N2PKMj9z0MO7DqZxSzI/VRZ1/8u1+gDeXYRfGE65EqQ414DMewFL4POEH3WPHmveeR2DjnaXDf1b1jUzX/Iusohj7tDDijISV4oFkHuZcozoG54+G7VkDsJXHxeFEdPgwpZB/vtZ97c0AAjvzkscIPOtN1Rq7LuZy5qv0XR9KnPVCcpU5V1JcidBmaCuM4gPE86yXx+wQXOLqcdUZylQAlta3imndDGc4SOqyrVGDRx+u26mPTikKOdvuqqMk9TrKnrRAlyJycwXznkCuwrHHucnz17Oq9HQe4/ZD2TIM9XhXWrIM9lOPiOHe7nIddFhtt20k/ElBtB5FWQB+GQZ1PQzcugs2oHca1bB3itOLWddg65W5ecIevZVFkvKQiHHFCQk7xQLILcy5RnQM9pVB3AdFVZoyjIg3TIEep61FHhh63rhfHiELKe7TzcXoui6VOfKbw45HZkE7Kuo27Oxx7r7HKmO55RunYABPUf/5h8/a9/OQtt/FY1cIcBOqffrneg0el0K8hnzWojixeXeJpizc4ht8NPDjnEU1AzLqiKy337pj9nKMjroqro+xXkKoc8Cg452n23ocW5rrKO81Kdm27aKb8RU+lQbQcEUb4ccj8F3bwMOrsp6ObFIcdvVr/bTR55un0VxT5eLimWom5hRYJFlbwK8ttuu00OPvhgadasmbRr105OP/10mTNnTso627Ztk8suu0zatGkjTZs2leHDh8tydecqMIolh9zLlGeqM6ucdHXTSydwC12Q5yqPXO9sx6GoW7bzcPspiqafw7hunfaT6qCr6ydMhxysW18t0mOCfFkzRibMmyDVNe4soSg65HbnY+/e6QWj6pykExWqLcGxQOinW0G+dm1Dz51frw65G0GuO2RBhRgrQa4qMDtBQV4X/VzL5ChGNWQd14Jqg3IZtu4lZN1LpfVsIqai6pBnMwe5l0FnN/njXhxy4CWPnA65u0icQs4hB3TIc8TEiRMNsT19+nR55513pKqqSo4//njZrCULX3nllfLaa6/Jiy++aKy/ZMkSGeYm9jKG0CF3FkLWPHI3DnlURIWb0G+vwPUEEJdhTe+md7adBESUBHm283D7KYqmC3K4S05i3lrkKUyHfNw34+Szo3uIXDhY7p0/Qgb/e7D0uL+HsTyuDrm1E5fOYcG2q/3nRpCrtsWtIG/Vapvnzq9bh9xLyDoGgFRERlDugRLk/fqlX4+CvC7qXMO1nakjHNWQdbRf+cgj91LUze1c5NlGTLl1yNXgi17jJhcOuR9B7mXQ2Ysgd+OQ64Lci0OeTpBH8T4VhZD16urCqLIOKMhzxJtvvikXXnih7L333rLvvvvKU089JQsWLJBPP/3UeH/9+vXyxBNPyL333ivHHnusHHjggfLkk0/K1KlTDRFfaBSLIPfqkAPrKHScHHJ9nwXlkB9wgNkYo5FSVZ6DRt/HTjfwKAnybOfh1vOVrTcyp8Jg+qBSuoq3bgV5ttcZRPeZL5wpOxulWkKLNyw2lmcS5VE6nlZ0ca13PqzonT38jVMurF9B3q/faunc2TnB1i6Swq1D7iVkPYzOCh3y8PPHoxyyDuIgyN045NlGTIVR1M2PQ24dJM1GkOuDzplmo/ASsu7WIVf3QTcOebp9FYW56KMcsl5VRYc8jkQqOBoCHLTedQQgzOGaDxkypHadPn36SLdu3WTatGly2GGH1fmM7du3G/8UG3adpfgc/IsyO3bgIiqTkpIaqaoKuXy2R8rKzG3btq2mdj/62Z/mlGdmK9G9O46Ju79r3Binaols2LBTqqoSsmULRi1KpV69aqmqSrWIGzQw19282Vw335gCwfzNZWXuf3MmjjiiTN55p1Tef79a+vata5Nnc5yAeemUS6NGCamqsk9SrV/fPC82b657HHKd7vHaa+a2OFFSkjByvg87DOeF82edcopIp071ZN68Ernhhmo5+uiEHHVUwuikWP+uZ8+S2ma0eXPn/WR2qpJ3xwYNkte4fpzMTlG57Njh/FlOICz9ijeukIQkcPqngGUlUiIj3xwpFbtXSFmp/X6qX9+8rqJy7ehs2GBuG1i3znn7TLe4vLbTvWFDVZ25tc3PM4+dOr9NIVIuK1Y473scI5wH11+/Qy67DOq5pM45Bu6+u1pqahK10SsNGpjbvnYtFpRKebn9dyTb2eT1tHmz+bf169e9xlq3LpO5c0tl+fLsj5dZYd1sO3v1St9OlZeb+27Llujdq4Jo+/ywbp25T5o1y3zttmhhHudVq5L7b8UKc9+3ahXcPcIPLVqY59uqVeG3Aer4bNtmfk9pqbvvrF8/8z1+4cJk25yOhQu9/84NG8zj16hRjZSX4/iVy5YtmY/71q3mNpWXu79uysrMv9m+3fz8VavM727e3N89F/e3558vMQpT6rUwMMh4zz3Vcsop+B6RZcvM72nTxvyedNdU69bmNi5fnvq71DndsqV5TjdpotrBzPt8+3Zz3dLSur+ztFTtk2i2P3Zt65QpJUZ0HgwB1Z/wy+bN5n5t0GDnrj5DPdm40Tw/cHxUlfWysvz2y4Kgxa62cuXKeBxrO9zehyIjyGtqamTUqFFy5JFHSv/+/Y1ly5Ytk/r160tLS+ni9u3bG+855aXffPPNdZa//fbb0tiuVxYhZszYXUQGyIoVS6Sy0owSiAqzZ3cTkf1l8eIV8s47HxrLkGbglfnzMUR6rDRpskM+/PANV1XWQXX1sRhflfffny4rV66WH388QES6yty530hl5a551HaxbRsSrFvKlCkfy9atlhiqPLB2LYZzTzQ66+++W+n6N2eiXTuEGPSTF15YLj17fuy4np/jBH78EZbvMVJSsk0qK9+2XWfRoj7I6JU5c+ZLZeUMydf+vfvug+Trr9VQvrrR6zs6YYiz8877WN56K31sO0TUokWnGH/frdt7snnzVnnrLft1Fy82z2ewbt16ee21ibY32q1bsfDk2tebN6+VysopdY7TunUQeScZVVL/3//zdq7M2DhDFm9c7Pg+RPmiDYvk7hfvlgHNBtius2HDoSLSQT7+eIY0b75AosT33x8sIp2M59OnfyPt2v1ou97cubAMBte+fuWVd6Vly7pWyuefw9Y5QnbuXC+VlRNl1SqMmpwgK1cmMu77l1/G/ae7MSC4c2fygLdps1UuumimNGiwVCork+tv2oTB4/YyezbOvc6ydes6qaycVOdzFyzoKyK95Lvv5kllpRn68sMPZls3b95sqazcFV60i+rqw9ESyIQJX0lJyULJhsWLm8j27UOkfv2d8s03lWIp55LCrFkdRORQWboUv8OHxZgj/LZ9fvjqK7Q/R0pNzUaprByfdt0FC7qIyIHy3XerpbJyqtHmrFx5qvHezJnvyZIl+Qvvqqoyz6mJE7+U0tI0FnOArFgBO76NfP31Z1JZmTn3aOfO4xCLIBMnTpXly3dZxhbmz0c1qF3VT9Mwf/50qaz0lvPx2WcIjdpb1qxZJFOnIqzkJNm+vURee60yrdCaPh3hWYfIxo11238nfvjBvA+vX2/eh2fO3F9EusmKFXXbA7fAYf773xER00b+8pfDjTbs2mvflwYNNtW2W198sZ/Rxq1ePUcqK79Le019/z1MtIEyf/5Wqax8tzZses0a85z+6qt3Zf78HbJ9u3luffDBl1KvXvpza8GCg4y28rvvvpbKyrkp7331FfI6DpMVK9bbtqNRYtq0jvL44wNk9epGKfeJiy+eIYcf7jLPzsKaNSdgmF8++2yylJaiv3OsrFq1Qyor3zTe37lzH+Nx/vzvpLIyTUMeAxYswD3/YPn++zVSWfmBxJEtbsJnoiTIkUs+c+ZMmTLFXSPlxHXXXSdXXXVVikPetWtXIze9uYrtiChz5pijWl27dpKKijwmktmwdq3ZO23Zsp0MHTrUaJTxWO4xJuaVV8zP6du3nvzkJxWu/659+zIj/GyffQ6Tk05KyNNPm3e9/ffvKxUVvVPWvf32MvnxR6x7sFRU5N/lwzRMyiX18psz0bJlifznP8jJ7ygnnVRRR0BgVM7vcQLTp6tj3lAqKuy3+6uvSuWFF3B8ekhFRVfJ9SjzBx+UyK9/XSbLlpVI06YJefTRaqNDZI7+p4acY/T/jDPQmcE/ZxA6iqIoGEA577zBjmFfmIv6rruSva+5c1vKFVecKvfei+9JPe8wGIDPSyTMfdqxY6vafaofp82bk182dGiFpxywDV9vEEkdm7Kle//uUrG3/fF88skyQcZQr177SEWFOTAaFR56KLmvu3TpJxUVGAyqC84RncMOGyK7Y6zTYaqljh2bG8cCgVUXX2zO4XrEERV1QkLNqZOq5bnnfpB33+22q3OakJ07d2rnZLmUldU9x/71rzL57DM4RGa+RLt2LWyvqY8+Mu8BnTvjejK/I9nW9ZGKil4p648ZUyZffIH9sa9UVNgPsnhtm/feu0xOPjl9O2U65OjYJ8/jKJFt2+cHNdVQx45NM+4TOHz33YfHtsa6CO2tqTH//qc/PS6voabPPmueUz167CcVFWbHPuzj1KiRabocfvgBxv09Ey1b1jOuuQMOOEKOOcZ+/RNOEHnkkYQsWYL2t8QxYuqaaw717FZ+/LF5nfbq1VlOPTWZAzV4cEXalIWNG83t6NDB/XWj0khKSsz78GOPmRt7+OG967QHftzy118vkY8+gkg8OqW/pL7nyCN7SUXFXmmvKaQfXncdBpob1/4u5ZlhP5999hBjH6MdxFSte+yR+dzCvQjst9/eUlGBgcok9eub+xHnTRTbH72PcOeddafIXLOmodx558Hy/PN1+wpuqKoypduJJx5ltBWohbBtW31jX+A4PfigaUT167eXVFTsmp81ptSvXyJ3343zqE2kj3U6VKR2LAT55ZdfLq+//rpMmjRJuqDnvIsOHTrIjh07ZN26dSkuOaqs4z07GjRoYPyzggYkVzfmbCkvR0hjtGakU8EFyE1R+9HPPlXidK+9vP1GVThl+3aEeyVDhxs3LpPy8jLbnKvqanPdqNQGaNiwJNBz8PDDzVzOVatK5Lvvyh3zPv2e+2ofN2rkvN3quCDdIsxzFtVwUaBHzwlEzjbSAeAu4be/9FKJ9O5tNmnDh6P9MPPgHn5Y5JJLSqSszF1zpzoSHTqUSOPG5Y7bc845dfOTlywpkXPOqWebb46OmspvbtSo7v7CPk79Phw3cU3Xll1dr+d0PNV1DsfEel3lG71oElJWnLbPmte8bZv9flSZTU2amMcC6yDHEcdo3brylFze5PmHDzIvNFx7a9bUczW/u7pOzFBX3KfsrxeVm11dnfx9ajubNq37m1V+5/r12R8v5Yj375+5nVK5oNu2BdumBU0u7/uq7kKzZpnbQnVuYaAb26dPZeXU5uQ6Z3Pjxty1AWa6npma5uZwqXt8TY3z+lgOFxjV1K2Yg9clRj51w4be97e6Jps1KzP+Kaqq0rfZKoUFqV5u75dK4MOBx7mi6lC0bRtM/2a//TAQCOFfz5gWTqEKRXbokPo9dtdUJzNwSTZtKpGdO5HmlqxB0LZtSe0+VnVWEDGW6dxK9pvqrpvsj0a3/cH2X321U1HBEuMcvOaaekZfxcuAED5P3QtbtizXagyUSCJhnn+qyrrdvosb7SxtZRxxu915VX2JRMIQ4y+//LK8//770rNnz5T3UcQNP+S9996rXYZp0VD47XCokQKjGIq6qQrrXgq6xb2oW9BTnunHRF0GYUx/5qYyfC6KgDlNXYOOCTo4mALuww/NqbAUuIZUtWIUXvNyTaHQD0BhriCr9+qF3TIV9fJzrQ3sNlC6NO9i5IrbgeVdm3c11nMiajMUZFvUzfp36Yq6ORUncjr/sI/cTp1krbIexLRnQc/ROmuWu4Ju+rawqFswRd2iUGE9TkXd3FbZVkU6LVmPjkU6/Ux7hikT1fWQKTI1myrrqk3OpqibHfvsMqq/+ip1uZeibhDaqu1Sbae1wnoY055FpY+Xy6KCOA9UP0Ovsq7f+wppHvLWRVTUrTTfYerPPvusPPfcc8Zc5MgLx7+tu+7yLVq0kIsuusgIQR8/frxR5O0Xv/iFIcbtCrrFHdWBTzcPOQo3YV7hMTOS8wu7Xebl78MS5KrCutspz5wEuZtpz6LSWAc95Vmu5iN3M5AQtiBPJ34VSE+w20Y1Gq9EkFvUTdRJkPu90boR5Pq177WwEwq13X/i/WYGvWV/KZE++sTRjgXd4jTtWTpBbn0vG0Ee1NRJ1irrQUx7BpTQ+PxzhNP7m8LJa4V1fVsoyLMT5OhA4zqPSoV1oDL7kLqS7TmVzyrrCohuXMMKZDTOnetfjFunPQNuK61nMw85zhMMQCthErYg9zLtGdxea9tprbCu3wPdTHum7ytrH7Ve/erIV1nPdhpWN5FiOP/QZ1Dtsbr3FdK0Z23aJO81hX6/yWvI+sOIJTXmVN41qfIuMLUZpkMD9913n5SWlsrw4cON6uknnHCCPPTQQ1KIoFI0cHLzMGURqiSjMJOiTSPzbF29dXXaZXDOzu1/royZOSbj32NddOyH9U3eseiQO4MOC8SXyiPFdEf6MQzLIbcKcjNPOT8OeVgNZSbxC5T4tTQjvgW5csi17JlAbrR6R93pXMDxUykZfq41XLN/6DlWbp9zvkj9zSnXNMS4fk3HbdozvSOSrkMXpEPuZfDFev75cci9THsGZ/6WW8znmAV08GDznEUYrp3YQKd28oLJsnTjUunYrKMRKaEGZ3DvmT3bXI+CPHxBrju2cDyVm5hvQY5zCvma6p6S6ZwKCnWvdisgvDqkesQLohCyjUK0th14RJRKmA45wD1BT28IggG7Sk8sWGBGReDcxPeotsqNIFfnLvL11bkclEP+2dZxcu39qf3e9o26iPS9X3asCvGkjMA0rHaofYd7ijqPMYiGttjqkMc0wjsFDOLgd6KfjcEo1H0oVOrlO2Q9Ew0bNpQHH3zQ+FfopAtZV/MLG1MaaehCOt0yNGZ3Tb3L1bpqzuKxZ4+t7cDbdRT9TXnmzyFXI9FWQZ7OIc+FqLDLbbZ2YMIU5Iceav5eOCzffpsath21kPVMAxdBjzJnK8idHHK/N1o3Drm61vwKctCvZJjI7BdF9nneeP3++e/LoO6D0jrj1u2KoiDPh0MelMthDWlV7alVJJfVQzpBWUZBrsLorbdQFDLEcms4rt1grj7w+sMP5vmGfdG9uzdBHvRAYDEIcrR7ED4QQOhkRiFk3es5FReHHKgIBD/3g0zzQOuP+qBh0A652nbVNgflkOM87NbNFOQzZpj3ZZUCg3B8t98TtENutIF9x8ndC1EEIPWkXLF1scjZZ8qm18ZiGFqiCPYj+oK4fuykDtpMvI/1sjn31H7FOa7ufYUUsl5SYg4+4XwqdEEercphRY6TIEenDZ0pqxgPC/U9o94cVRu+HoRDjtBidQNQYShuUZ1m1RipkfF8OuROuaWqA6NyS8MMWcfvV9kbQYetuxlIUL8pk4DDvujRw3RcUDgGj3idKf82m1HmsELW1Y3WSYRgOf7WeqPVBXm6fWqXR+wF4/fWT1o1h3Q+xJUYj3LIOkI18+GQB+VyWI832iiI5B7395DB/x4sI8aNMB7/uKqH0QlNJ8i9htGrwVxdjOsDr3hfhav362d2wjOhtgXfF+Ww0VyizjP9OnebG5nvkPWgUjOi6pDrgjyI3Hg7h1xfHqRDrq+rfgeuUbfnmZ+wddX+oZ/mpj3Qz92gHPIdmHP6ROQaJBz7qFuPSfZRowb68TBm0jF6tPdoDTtBrtJMrIK8EBzyYsojpyCPQQ45HBRrZyps0OAt3LDQ+O6gBLkKV4c77tVR8RKyngtR4aUDE6ZDHmYeeVAOuduBiyDFb5gh6/qN1rpd6rXdjdaLQ57NtWbclOsnezybdrjo/UTcIVdObK6LumVz/ulYr6FFzexF8tpq0/lZ2HSc43XoJYw+3WCuPvA6Y2a163B16+9h2Lp3h9zaycx3yHpYBajCLuqWb4fcqyD345BDEKv1VSQOTA23QtmPIFcF3dyGq4fhkK9rMVmkRZqTsiQh0jzZR40iiCi5+ea6y9E3eP55fxEn6QS52q+FlEOut5VBFC+NMhTkMcghRzhjvlDfHYQgVwXdvOaPR7Gom5cOTC4FuYsskJwK8mydl3SjzOnEr19Bju1Q85c7OeR69V5r+FS66r16Rz1dxzMYh9yfII+qQ24V1W5C1tX5kY0gz+b800m59kuqZWoLp4gnc9mcnknnx3odegmjzzSYqwZeJ86b7EmQ436gfj8FeWpnOBtBnq+Qdbfn1EsvBV/oDdEvmL7KT8h6vh1yr0Xd/Djk+u9VU3IGFa5uFeSYI1xv/9xUWA/LId9W7u6kXLQ+f/1jL/sF6YVPPWUeO1w/fu+xTiHrheyQt9kVUUuHnOQ9ZB25hflCfXfQDrlXolbUzUunOMyQdYCQdTS8EJIqLSAqVdaDcF6U+LUWsck0dY0fQY6OGwbG4D5kCkPG986bJzJ+vMhzz5mP6ar3ug1Zz/ZaC0KQR80ht3bg3ISsq45QttOeWas0+5k6KeXa7z5ZNpWmd362N0w6P9b2w0sYvdvB3O+WLa0NWXcDxDgLuwXnkPsNWfc7a4oVt+fUAw+4TzdyixIPfkLW3bSRaMv0Aby4OeR2gjyogm5WQY4ccgyQeKmwHpZDLhvdnZRtG+Svf+yGb74xH488UuSCC0R+9zvz9R13mH2GMWO8DXLZtTNOIeuF5pCvKXBBnteibsSdIFfzCyPnL1d55JgmCd+p5izOt0Pup6hbmILcS6cYlUfDdMjRGTjkEJEPPjAb9j32iE6V9aCKYkH04Pz5/e9FjjhC5NZbMxeF8yPI1eABjlu66QcV+P501bXzEbJu/N4O2YWsR9Uhx/Zh29Q/u/2oOiWdOplCJ1tBrnP66dWy++6fy0kn7SeDB9dznf+Xcu03dXdRQEzDUVP3BfUZXooFTV7orqFa+m1HTw65ahewDynI8xOy7nbWFbtZU6xkOqesBFnoTRfkYTjkujsO6JDXBX0yfAe2H4P6XuYgD8shL1s8UGR9F5EWCFmzC7ErEdnQRQ5u57EqWo5Rs1f07Ws+XnqpyF/+Yk4zeeyxyfXczmbgLoe8pKAc8tZFIsjpkMcgh1zNL5wr7OYsjopDjsYIHYZ8F3VTHRgn9NzSsEPWw8ojDyJkPcipP5Rox0gzRHAmMeRHkGeqsJ4NbgV5FELWo+qQd+iQXObksqjlEOTp1sskyHVh8tFH5uOppyZk0KDFcvTRCU/FeFKuoU0dXUcn6cdBfYaXGgZqMFe16VawvEOjrlL940Cjg4dqy15/EwV5doIcbY7qZLsNWXcq1Achbp05RS/e50S6c8qOIAu9VVWF65ArYRhnh1y1y2EJcvQ5+/dP5pFn65Djd6qBD32QSV0bbhzynTvKRN6837blqm3P3hwtO6uynMMuR4K8Tx/z8f337e+vbmrqZApZT+aQF6ZDvpo55CQK85BjdBvTkDUu13qPu0bE1ah4umVdm3eV3x3xO6NzlmlddAT1Kc/0Gwi2ESFNXkGnTbmP2eaQQ6ioDkG+BDmO0Z/+ZP+etVMcdsh6WILca5V1O2clqKJYQJ0/6QZCdKyjxlES5FENWY9qUTcldlDMSLUFmQS5GuTx45Cj7VB/h/bms8/M5wcf7C9CKeV4zx8oLcRZJMP5qbelqyGmdbGrf4bbGgbpBnPV9w/aOlokUWb8rZcaFBTkwQhy1WHH8XXzt15nXbGbNcUOp3Mq7EJvSpBDFLotVObHIVf3g2wdcvzufDnkalA6aEFuLezmR5DrDrly2NH/0bdV3QNxrWRqa4x99c0wue/wsdKkXFOfu6I+6o0ba7wf5VkecD7Mn58U5KqmTjaDXG4ccnVNFYpD3oY55CRK85ADCOQjux5pPP/1gb+W8ReMl+XXLDf+4flzw55zXDZ35Fy5c+idMm/kPMd1OzY1e7CPnvxonfA2/Qbix7nDPLd+pzyz3vD0m3C+QtZ118x6c7V2inPhkCOMG+cN5hJFXnOuHXLcTOzOiyCn/lDF1tx2GLMJWQ9DkOeqqNvaDTtE6u0oyKJu2IfWAjbpQtb1v3XTscFzdb6rTilCC3ENo9PjZzCxzjWUKJNhjZ0uClMk7/aJGZ2krkGcL1axomoY7Luv+RoDhHY1DNRgbqN6qRdy6/Iu0vrdsfLCTeYfzJnjLTeYgjyYac+UIIegceNO+5l1xTpripu6GJdf7u6z3aYlZQpZdxuu7nXQUgny3r2TA3bZuPpoG5V48jvtWbY55GELcj8h60q8Yx+oPgj+Xm+31D0Qpk6mdkMd24qew+SkvU6qXX5gxwON/mzDucMiea/SQZsK0OfFvgiipo6bHPJCrbK+hoKcREWQAxWOdkrvU+SYHscYnTb8w/NzB5ybdpnx2WnWxT/w5fJdpTY19Avbz4ikyh/3M+WZ9Yanu3f5EuToRD35pPn83XeTAu6+++p2inMhyNE4H3xwsC65F0GezlXFvvjb3+wFs5ccRK8OeTYh626/I5cOOdoH1AjIVARmw1Ztwu4CcciVeMZ5bp3iJUiH3C6PXA284fryO9WQ9Xgf1MQUyW0bp/Z42zXsIvLCWGnw4zBX1yDuFbvvnhyASDeYO6j7oNrXDUoay+obv5fVU4b5CpvUt4mCPDuHXDm2bsPVs5l1xc3fqroYw4e7+0y3aUlOKDfPiyD345D36pVc5iVqyqkt0tsOa40bJ1Sbnq1DHnRRN2uldT8OOe5v6nfNmmX/9/rgZ6Y8cn3wYuP2ZGO/ZOMSo8+q9kmUHXJr/ngQNXXcTHvGom7xhII8BjnkOis3my3lbo09tJQu2b/D/sbj58s+D1yQq/xxvw6TfsNTN2E01HYd5FyIij/+0RzlPfVUM9xaCXLkYFo7xbkIWQ8jbF3tv3TbrXei0u1vdfPFNqLSqJoGxK0Yx7WhblJeBTm2y+05G4UccjtBDoEE9xIVjkeMSF/peP3W1J5OoTnk6VIRsM/UtmdyyL0KchRO9Iv1GsLxh0h+uOLh2mVXHHKFvD5krhGGqTqjbtoORB2BtWvTb4N+HmxPbBFpu6v8r8/cYAryJDhe6rzzKsgVbgu6ZTPripe/DTLdyI0g9yIe/Djk2FbVvmWTR67aDWyD6qvpNW7CdMhVmxeGQz5ggPmIom6ItPMqyHE+qHMYUUV25zT6a6ov50WQb9iebOyXbloqq7esDqSukRW3g95+88eDqKlTjNOetaYgJ1HKIQeJREJWbtklyJsEL8gP6HiA8fjZ0l0JkxrYJiV+sxHkfgq6WW94mRznsEUFOugQQrgBodq33mDYdYpz4ZCHIchVRzvddmMfuBkAee018/Gii0SuvNJ8PnVq8pzPBPLS1HRkbp0kJdy8dMDCDFnXhR9u1E43e2vIOs41uJbWUDc7NxODRJuqshfkUXPI3Yas6665KgCXrSD/+GPzUUWg+MF6DanO5JadSUsNbXrD+mbj70WQq855JkG+cYe5c+qX7tqYblOyyg2mIE+in2N6RzkMQZ6pUJ8dWBd1ZNSsKW7wUjww1yHrfhxy3DfU4FU2eeTWgm7687AdckUYghztnhKCqm31ErKuPkMX5HaC3s3UZ2iD1P0R+0oX5GDmipm1+zCofp6XQW+vU54pQR7EIJe7KuuF5ZC32ZXmyqJuJDIh65urNsu2ndvCc8g7mg75j2t/lHXb6t6xshmRzGbKM6eQdacbeJgh67hR/OEP5vPzz09WJk03gpcrQY7q4xCsGOFOl6fkFrfOfqapzzDajrw0bFtFhbnP0DFCJ/aLL8KZjgxgPXXTciPIcf2pKeqCDlnHTR3RFIprr3W+2evXmSoCY1cAx87NNDo55ZsKLmTdziG369CpZThnVefbTpDrhZnSCXJ0fmbODMchN7ZXC8VEm2sdjPHikGcSGeq7+jYcnFaQKzKFV2a67osJdY7h2nXbCfYryL3OumI3a4pb3BYPzHXIuh+HHILcTxqTFWtBt1zmkIcpyPWwdYVXQa7OYRWybndOu5n6TK+fojvkHZp2qBXkQYasexn0zsYhdzObQaZBLnch64U57dnWrYV9v6Egj5EgV+HqKM7TpL7LYXgPtG7UWrq36G48/2LZF4EK8qAccohsddNzErhhCnLki6PgDfbFTTcll6cT5G6c5iBAo3zAAcG55G4FuV5p3Y7XX08WnsNIJ87vo44yl7mt0Ou1oJvCSwcMAgTXIIS8Pr1WUDd7VZDHerN/+eXUO7MuyrwWgbFWWC+0kHV0QtKFrKtlWEfv+FkHNNCGqdki0gnyzz8310P4u9dzz41DrlxrqyBXbWwYDvnRnSrMBd1x0jiXOs4UXkmH3H/+uJ2ochv5oxfqKy0pzThrCtx066wpXlCF3n71K/P18cfbFw/0y86dqVOruoEOuYQuyHEue+2zqLZT3a/9OuR6H1MX5Kqose6QZyvIvQ56e/ncb79NzSFPN8iF9tTNIJddW6NHjZnRBYXlkDdvntRFme5zcYaCPE6CPMRwdatL/vlS5zxyrw1gtlOeWW9+6oLMtSBHx/y668znl15qOpzWG2Q6hzzsHHI9bB35T9mei2o/Y7Q73c0oU5izClc/5ZTkMhWSNWlSOAXd/Ahy9R3pimOFcbO/+uqylP2rX2dei8DYCnJLCHvcHXI3IetYR3VYsG+tbYHecU4nyPWCbtngJMj1UEwIcrU8TIf8V0OGiNTUE2m+WKTFrmRRH7nBFOTZCXIca93lcuuQK07vc3rteMqDFQ+mzJrSs2VPY/ldQ+4yKlL7FeMKtIfqGkAbEVT7CKqqSnLukGcjyKPgkIdR1A2oiD91LnsVodZzOAiHvKxeTW07eUTXI4zHmSuDC1kPovK5HRjEwrbh2HU3fS7b2QxUwVv85kHJupu+Q9ZxzBKJwnLIS0rS97ELBQryCKHyaZ1CcsMs6KY4oMOuPPJlnwUmyNWUZ7gZ+pnyzNohVRdkrkPWX3pJ5NNPzRvK9denvheFkPWg8shVLpVydC+7LH0uVTpBjpvu+++bz08+Oblc3Xhwk3Mzr30uHPIwKqy7udkvWlQis2a1sb3OvBaBCcohx3d7mZM6KiHrukOerqKv6jijrbV2WuwEeTbh6n5D1rH/g3LId1TvkO3VZoPYqXl72avJAbZh615ygynIsxPkVmHlVZCjsFWNmI3nJQdckjJrSqdmZkXD3Vvv7jlM3YmwOsTKIQ8jhxzXkdpe3SEPImS90Bxy3N+RSqXA/d9rDrXVEffrkOuCfEdiszFtn+6Qz1g+Q+o3SATikAdR+TxduDqq+9u1pWo2A5g8Bx5o9v+feSY7QQ4xrg9UF4pDrreVhZxHTkEeQ4fcOlVOrh1yNaLtJ3/cz5RnAH+nbnrqBptLhxw3CFRWB1dfXbfzlK6oW65C1gFcLewrpAj4mR/WTy5VOkH+zjvmDRNTM+lhWwitx/FE46puXPl2yMOosO72GKxdmzw5dFHmtQiMcTMOQJBHLWzdj0OOdlSJRidBbnXHrYI8iIJuSvjrM0JkCllXRY28CPJ0rp8u/Js1aCan7HuUrSD3khtMQe5/DnI7Qe4lZB0s32xavwhRLy9LHVVq3sDsoVuLYWVDuntcVKusoxgoQFuA7Q8yZD1fDjl+i9eBH7f3fRVN4DeHOmiHHO3mxh3mOVyvtJ7s12E/43H99vUizRYHIsiDqHzuZsqzdFx8sfn4xBOZB8Ltzj/9uZpDvpAccqDMPDrkJFI55GGGrKtK69+s+ka2VG0JxCHPNn9cYRXkuXTIn3rK/B0ocnLVVXXfd+OQ5yJkHR2Offc1n0+aVJKTXKoGDatFekyQt5eOkQnzJkh1TXWd/HGEq+uiEufSYYep7XTvkPsV5G7mnQ2jwrrbm3irVttsrzO9CIwVOzdTd8hbNmzpu6hblAW5m6JuShg5uTFuBDmudxRIBAcdlN3241jp13+tQ24R5LooQafUzWCem2nP1Pc0rNfQ6NAe1S0pyDFQ+txzZvikl9xgCvLsHXLd6cTAtZcQ4WWbzBCm9k3rKvkwBHl4Dnl4VdaVwIQwxIBYkEXd8uWQ4zj4NTbCzqEO2iHX88dxTjeo10B6tTEnlN/RcmYg96mwpvezFnRLx7nnmu0pqtN/+KH7eioKnNtqv65ZU1KQgrx1EUx9RkEexxzyEEPWOzbtKO2atJOaRI0RFhSEIM+2wrr1ppfrHHLcZFUBN7jk+nRaUQtZBwiDApMnl4SeSzXum3HyxTE9RC4cLPfOHyGD/z1YetzfQ8Z+Pc4IVYfbBlBd3YoKW3cjyNV2eQ1ZV8cqXyHrbm72XbokpF+/ZByWtdK2KgJjDVO0czN1Qa4q0noR5HpHMUp55MoVyDQPuR6yrtb365ArFw0hh0GEiOrXv1MOud6BwvF3M5inO+RO6R/KIW9W3+y1HdnNDP2U9jPl6BPXGh1CtBtecoMpyJMoceFFkMN11Dvfw4d7CxFevslUm+2b1BXk6jiH5ZAHmc4SZpV1PX8cuHHIM81FnU1RtyAc8qDD1d3e96dMKcm5Q479ZLjh2iDTgHbmhOlbm80IxCH3Oujtd8qzdGCg6KyzzOd//Wv6edD1e6GOuuepkO6yskRKVFbcaU1BTiKVQ54DQV5SUuI4H3m+HXI1Iug2ZD0oQfHAA+Z0WN26mcXc7IhClXVrHvmkSaWh5lJBjJ/5wpmyvUHq3XzRhsVy1otnynGXj6sVSL/8Zd2Opi7I03XwzDzreIasu5nL9557qlNu9nbXGUS3nt939tn2bma2gtztvPJxCFlX6+t/70WQK7INV1fYOuSWHPJ69RK2Drmbom7GHPSb0jvkCFcHGHRtsMl0mlrtMzWr3xOl8yQuDrkKEbYOZngJEVYh6+o611HiRT+/skUJQQx0BzkI4ydk3atDrgR5pvuBm7mo7Yq6qed4L929LAiHPOiCbkHmUOttJ/qxqm3yW2Xd6pCD/u3MynObm8wMbNozNehtNVuymd7Pi0OuG1aVlc7nHtp4u/NP369KkBdS/jigICdFF7IO9u+wK4982eeRdMgzhawr4YsBDjcFw9IBN+C228znf/mL83eqzgpuMnpBklyHrAMVWjV7domsW1c/lFwqhKWPfHOkWWylzsD5rh7JiaNESsyTGgMa1o7moYeaN1x0QlFx1Am4GaoDiAroYVdZD1KQu5nL94wzUntw1krbCuQ06+e4XTuRrSBXnx3XkHW3DrldHp4Cy/R9m224ejqHXA9Zr05Uy7aazbUDNWhn3QhyvKfaJaewdSXMVKcW+2PHd2bY+uY26ecjT/e9gA65N0EeVIhwOoc8jJB1/DZlFgSZR+4nZD0Mh9xt/ZR0DjmOX7oBKr8Oud52BO2QB5lDrTviEOd2kWFeHXInQb6xcTAh6/p9GlP66fcBv9P7IY9bCePevTOvj3PrxhvrLreee3pba713JR3ywqqwbs0hZ1E3UjQh60A55EEIcjQgynkMWpBncsiDaKzvusu8effrJ/Kznzmvp48EWzsruQ5ZR8M1wIzqSqneHWQu1eQFk2XRhjRxbiUJkRYLd811bN/RxPFUYidd2LrqIOF3eR3UcCvIMXijHIAgQ9btpjnJlK9rnYvaWqAIWIvv2AryJklBnvAQY1rMDjk6Pj17poohDMh5qTTs1yEHa7euTRmQcSPI3YTi1jrku0KZUT0+Md8U5F+toyDPpSAPapol5ZCnzSHfVRDLCQysou7HmBl163/kauohPyHrQTvkXgZJ7BxK/fpMF7YeVA55kLi97x91VOZ7CPo46v6FfWI3qKSuETc55NhPSpC3aNAiJWR9Q/1ZxoB/EA65Qi8wi4EXv22bClfHdGd2UVh+zz01GASsn2sNWadDHj8oyGMkyFdtWZVTh/yr5V9JVXVVVoJcFUXKZsozpxzyTEXdshXkEGjIHQKYKzJdDhHesyuuBIdebUOuBLketj5zZttQcqmWbnQZ59Z0adqOpnLz03U+/U555kWQw8HHsUJnwmu1Y7eoaU4y5es6XWe6INefZ3LId9bsNKa9KgSHHJ3gdDnk2QhyJ4cMkQleKg37zSG3m/rMrSDPNPWZ+h4Vsj4VUeoLTEE+fdF0+feX/84oyKxQkPsT5EGFCNcWdbPLId91nNM55Eg5Qr0P1P0YMS5Z/wPLc1lpPcwq63pRt3QDV14GSewcckQOqG1KJ8ijmEPuJq3KTQ61GsxUvxF9P7uaCKpt9uuQ92zVUxrVayTVpdtEWv8QmCDHoPy339r3PcIMV/dy7ql9hnPPmh+eLOpmPlKQxw8K8ggRhXnIVYOHxg+deFRbzxRK6yZ/PJspz7w65PrNLhtRgeIa6GyiGvipp/prMPTvz1XIul9B7iWXqmMzl3Fumzqm7Wi6KezmN3/ciyDXi8bluxCKtaibnSvu5JDr057pzpmfqc+i4pCjw6U6XdaQdaur4LeoW5CVht065IhaUM510/pN6whytyHrbqY+sxZ1++ADnCBfSYmUGgM2F75yoStBZvd7KMi9CfKgQoTdOOROOeSq/oc1ymnxhsXGcqdzIAyHPMwq62rgMpND7mWQxCmH101hNz03OiqCXL/vd+pizpgi/ccYj527VrvKofYyXaoXh9wo6rYttahbaUmp7N1ub3OFdjMDGzhGxBqOD9o1FWaeTigHNeWZl3MvXaqVuuetWlWYIeutKchJVBzy7Tu313bewnbI0eApl1wv7JYclS7JeUE3u6JuTjdwvTCV38Yaee+PPWY+v/12d4MJdg2GLmpy6ZArobtgQfOUeSndgJsvioapyr924dUDuw2ULs27SEndBHKTRInI+q4i8wem7WgeeWRy3vRlpuGTF4c8jArrfnHrkNuJR+u0Z5jmyu/UZ1ER5HqYnh6yjgFM6zb6dciDrDTs1iHfunOrMZsF6Nq8a52pz/yErDvmkGsh64gEmbRynMjZZ0lCajwJMh0Kcn/zkAc1zZLKIU9X1M3OIU+p/2FBLRv15ijbaIkwHfJc55Dr7aeXQRKndBc3glwPxY6SIDfoO05KRpkzpsiZI8zHkT2M5enwOpjpxiFPV9RND1uXdjMCc8hnzTIfIcZRwDcIQe7GIfdy7rkR5Kr/WaiCfDVzyEm+BbnKHy8vLa/NpclJYbeln2cVsh5UQTf9hqe+P53AzVaQ/+lPZof/xBOTbnM2ghyuq1PkQxggRK9PH/Nu6EdEIIQbnHSSfXh1WWmZ3H/i/badOkOMgzdHiyTK0nY00UHaZ5/0Yeu5cMjDqLDuF7tIFIgovagbzk27TrHxOxskXVflvPpxyKMSsq46buhgYN/oLqTVZfHrkAdZadgJXVTjd+juZefmnQMJWc/okDdoJl/NrJYtg0Ymiy96EGR2v4eC3JtDHkSIMAZyVmxe4auoW6b6HzgHFm5YaKyXS4fcT5V1tIsqstBLDrk+paDXQRK7kPVcOuRBV1lPiZjYaImY2Jh5gM5rTQS/Rd30fq8q7BakQ67yvlEvSPU1/ApyL1Oe+Tn37AR5ssp6YTrkbXalvNIhJ/kX5LvC1ds2bmtMTRY2tVOfLbNzyCUvDrn1BhiWIP/8c5HnnzefqwrrbrDrrOgd6hwcthQGDarxNR+5a8f4m2Eic06uu3xDF5EXxprvu+hoZgpbz2XIehQEuV1RN4hv1fFUN2O7PHLdIdcFuV7NO24OuVXsYHBLPbfmkft1yFNcipLUsE01UwAeVzSeKJPWTpKJ8yd6yrfW2yuc//hXm9ddv5m0btQ6K0HuxSF/esJkkRaLbGZHyCzIdCjI/c9DnmnmhUwhwmu2rjGq8qsp7LzMQ+62/ofdelFzyNP1R9CfUtFhSpDj+KiUJH3wykv9FL8h69geNetLlBzybCIm/Axmupn2LEWQ76jrkOuCPCiHXIlohJlnI8jRHqpZY9wIci8DdHotlUwOeaHmkG/ZEp2+SdBQkEdQkNs5qbUV1kMOV1fs39F0yL9Y9kVtWGVUHHJFuht4NoL8+uvNRxTf2m8/93+XziHPZbi6YtCghK/5yN2IYBWmJs0tVU/GvCwyem6KGM/U0VSC3MkhDyJkHY14utoHUQ9ZV+IbwkvtBy+CvBAccl3sOBV2cxLk1s6fVZArl8IIz7SGbeL1kGul7Ooecs3MIXLv/Htl6H+Gesq31gWsdcozuNYtG7QMJIc8kyBHp/bj2f4Fmd3voSD3Pg+515kXnAq6YSCnvKzcOYfcZiDObf0Pu/Wi5pCna6cgxiGAIWra7iqlAjHuNEirBkmszqL13uXXIdfvP17dS71PiHMmm1oWfiMmpiycEkhNBC8OOc4Jaw55Ssh6m+9ky45tkRHkOC64lhEVgN/ptpCx2wE6de7ZtTPJHHLzsbzc/cwqcaB58+RgWpADglGCgjxCKAcsnUMedkE3RZ+2fYz8U3Tkv1/zvS9Brk95li+H3OtI2oQJIm++ad4AMe+4F+zcgygI8q++8taAodFX6zsJVCNMbeV6kQ5fmAuqd/UYVvVNCVO/4YbMHU0Vwu60nRkHB9JM3aMXp0s3Ih+lkHW7om56cSJVMdha2A2dAL2om19BHjWH3K4T4jQXuTVk3Slf0SrI0eae+xfkVZ8p0tzSC8PrI++S6qbeCmBZUW2AdcozuJnI90+XQ56p/cg47ZkWsv7DF/4FmQ4FeXaC3MvMC17mINfFy7ad2+rMsJCp/geWo6YB1suFQ+6nqJsuUJ36I6p9hBjX11eC3O5awT1Kn2XjkUfq3rucHHL12o0g9zL4gIJov/xl8vWVV9pXL/eL64iJTUsDqYmg2mS0G07pBumqrKu6CY2ltUhptaxMaHOV+QT3zmwFOY4HjsvFFyfbBFSdd3uc1AAdigmr7bCee25C1quqSgrSIS8tDWdAMEpQkMcshxwh67mgXmk92af9Pil55F4FuT7lmRqhzgZrI5TuBu7H5UOjfN115vNLLvE+iGDnkLt1uMKgQweRTp0wB3WJTPEw1bBypPWK1rbhZ92mmPONr95TZMMuJdsotaVEPlamjiY6QL16mfvfqP6sgc6N6vzZOeSZpu7BOavOhXRh61EKWbe7zvTpe5QgtzrkuFkbgxHlWyPpkKN9w4DXmDHmo1uXx07s2M1Frhd58xqyjv02Zt1I83y2dizx2qaz6SXfOqNDrgnyMKc9q97aTJZOHyiy3rsgsw581W9QXXueBunYFZMg90u6Cuv6tGd2ldZV/Y90jD5xtLGelajMQ+6mcKs1f9w6eGV3P8A9SB/oxP3Aeu/K5JDrRSh19PbcrUOuqpfr9UOcqpf7xXXERNOOtu3BC7PGyCW3TpBESbWrmgj6NZJpXzkJcqRtdigzK63PafqY5ykb7e7/uIYxcIN+n1dB7qXKfDqwj4YOTe4bp3MPfWFre9ykWervL7QccqAiDgq1sBsFecxyyHPlkIMDOhyQUmnd67Rnev54EPnTYeeQv/qqyPTpZucXRd28ErWQdbD33mb80sSJ7v9Gd6SdjpsRftZj14fOP1pka2tbQe42nM0pbF0NDuAGpJwNr1P3ZMojx81fVXiPkiC3c8ghxlUH0+qQm+54soeTrSAP0iFX7sHgwSIjRpiPbl0etyHrulvuucp6hrBNJ9zmW6dzyNHRrBXk2/2FrGd0yHeJ/8nvNTMiWNp9ZgoyqyhXr62CzG7g66BnkxWYoxJNUTSCPE2FdTWgjrmanfLIh/UdJmPPHmsUibXym4N/Y4TC20UcRWUecn39TA65VZCnc8jxu/R21256Sb855Opz4fS5iYTIxVSMesSEE2qA7qiuRzm2B3+eO1ja/LWHtD5yXMZUNbR/qo1zilqzLerWsEXK9y+qMfulP7R+yPOUjVaUO46+Ks4rJcgR/p2pbQv6OMFIAeiTWD9TCfKVbeu2x/83K7UifqE55MUw9RkFeYSIUg65nkf++TJ/DnmQ+eNhC3Lse5U7jsbTrZCMuiDv33+1b0GeTpwi/Kz+XruqsM0fVEeQu526R/88u8Ju+vzg+uCAl0I0mQQ5KsrjxofzO4hIDi9g+1AgTC8UZlfUzS5k3eqQ6/njZSVl0qCsQSRC1rN1D9IJcr1Dp8Q5rjW1D11XWXcZtumEm7/X2yRECKzbuiFjyLo6Btk65EtWmztqzJPmSMWKicOk9btjpXV5atgJOuYQahBsmQa+lmxabIb49x1X1GHrdpEZOXPIHULWM1VaBzjGyvW8+Zib5ZIDLjGeP/zJw44RR1GZh1xfP0iH3CrA7ep0+J32zGuFda/Vy71S63B//YKctOdJadfVB+henv2ybXuwpmqxrBlyptz8wriMNREy5ZGnC1lX7dGOxOasUoh09HB1dZ6rNleZArk6TkqQ43yxXmfG/uo7Tt5rU3f/r9yRbI8L1SFvTUFOIpFDviUPDrmqtL70M0kkEp4FeZAV1sMu6vbMM+Y8lGiIr73W3/alq7Keb4f8s88yVxr3UtV8a/Um2dnuExuHfK3rqXvsHPJPPkkNY1M3Q+u2eJm6J5Mg13+vKhqSC5TLgAJheqGw6RvGOQpy3SFPJ8ghxBHW17Q8vyHrQbgHdpVl7ULWrQXd0nX8rLl4bsM2ncj09xh0uO++5HFDhMB1NwUfsm7n+uG7l6zctXN2JHfOmg+Gyeo/zZMeDc3KlX8a9CeZO3Juihh3M/AlJ46STZuLN2Zdb69yHrLuQpCnm2EBERngp3v/VI7teazxXBVxtRM6UamyHpZDriKlrJ+hQDul2kW/Rd3cOpdhTsVodbgf++wxYzkGcXXql9VPGaBDZf+r3rkqbXvw+KJRcvZPq9OmqmWqtF4ryOvXpAjybCvCuxXk6MO4DVsP+jjhOlDXmfVvNqKdPdF+ysraZSeOMmYEoSCPHxTkcQtZz6FDjqkl4LSt3rraED/JG2BJQTnkcDf+/GfzOXLI1Qh6kA55PnLIQdu222T33RNGtVlrfnY2gnzqwqlSI9WyW3l36dK0e4pD7nbqHp3u3c3vw6DUhx9m3hYvU/dkEuT5KOiWLtz+plnmKLdd6KSeQ27tLFoFuf6YL4c8CPfAq0Ou1z1w65BnKnTlRLoCWNYIAev5t36bufErF9kLcj8h61ahVDsbwq656WV7s5R9X5Iok+Xf7G68hltqzRvOGMqPnPsW7kL2CxV1buG45SpMVFVZd8ohd+OQQ7ToYud37/zOdj1d6DRvUV17nqkpvLKlqqosq6nA/DrkdoLc2qZaX+ti22vIuleH3Gv18mzvPWB79XYjWuK+E8zRw5qaGjlxzxNr35+1aZYxN3m2KTxuHfKS+ptrzz+co14G4r0AM0YX5MCtIA/jOKl1rYL8x53pp6xU7bF0n1zQIeurmUNOolDULZcOOaqs791u71qX3K9DHpQg91LUzYsgRyXVBQtQAE3k8sv9b5/uHqjOSr5D1sHAgQlPYetuBPmk+WZs+Yl9BxmVQc8bblp0Z5y3xvXUPToYkbabj9xpyjMvU/e4FeS5mvLMnes4Uta3ea82j3P5impPIevZCPIgHfIg3AO3Rd28OOR1qqxrha7cinKnfGu3EQJS39zgqROaSbP6dQU5nFf1d24dcgh4/biZAyLIx9hUxyEH+Pyta80/Xrutru3pduBr8YbsQv6LaQ7yIMhUZV0v7OYkyNdvTzaIM1fMdCV0vt40OXVGhwDYubMkLw653f1AOeQqUsoqyFU0BO5X1nt60A651+rl2d57jM+UEnn8s8fl8oMvNwYadyZ2yrSF02rfX7vTXWhEpnYjk0OujmmiwYaUmgheBuL9OOQoQutVkIdxnJwE+dqdLn9X06UFXdRtDR1yks8c8lVbVuXcIQf7d0jmkXsR5EFPeRaWQ45Oxa23ms9vuik7J1t1iiHG1Y0m3yHrYODAmsAFOfKdwdHdjzYGkPbvbY5GNG69xnWYuhU7Qe60LV6m7omaQ565gBhGuRfJihOH1OZxfnSkWbAlXVG3oAV5EA55EO6B16JudoIcnWG93bLLA1WFrto0Tp08FufR7474XZ3CR3b51p4iBHZ1NjeubC5zvtAEef1End+WqV3C/lAdQt35Mzp0KPQH5wRst5k2YZv53Wu31u1sux34al6SXch/nMl1QTc3VdbdOOTqeDcub1zbv8jE6u1La6+ZoDrFyiHPdQ55Ooccs37or+3aDasAC9ohx330/l3F8N1ULw96zvFjehxjLMOAsKJVvV2dnAxkajfcOuSJ+skIDqRgeRmIdwsKt6m5u3v39i7I9eNkxe9xUvdDawqFbHT5uzZ1LGiHfA0FOclXDvnOmp2yZuuanDvkeh65V0Ee9JRnYeWQ33uv2RjjBvyLX2S3fRAy1s5KvkPW9fnIkZ/tdAP0Isi3Vm2VjxZ/ZH52d1NFoyovUOepH9QIMirdq3PMySFXjqbTSL/uXLrNIc+VIPdTQKy6sVmw5YvtpihXAlQvphV0yHoQDnkQ7kE2Iet6VI1+7jsVZoK4vv4os7rjIZ0OkfEXjDfyqu8ceqfMGzlPdm9phnf/bfDf6uRbe44Q2OWQw7XetKplbf5uSYNNKecr9lGmzhUcPXWe62HrRsdOfU9NqUiVTUO01dkhzxjKnygRWd9VejX0YP8UGLkW5DhHVmxekbbKekoOuWXaMwUGf0Crhq08CZ2g88jzVWU9nUO+zz7OU0vatRthOOQAkWZI/7Le//ykhQEvDjMG28GE+UlB3q9pP+ncrLOvOex11LWSKYe8pnx9yrnsZSDeqzuOtDn9fuFl6jN1nKznhd/j5OSQN1hmTlkpGdpjmT9Qysud+0ZxpTUFOcl3yPrqLatrGxslfHLtkOsh626mPQt6yjO/Dnk6lw8323vuMZ/fcot9ZEK2DUYUQtYxvRRuNji/pk5Nvy62V8156iTIP1z8oeyo3mHknO7Zes/ABDnytzB4A5H56aeZBwcghlCMyI7rB15fK5aiErKuqtrOWrkrYc0LuxzO278YJU2bVddei/r8tFF0yINwD1Qn2E/IOtwo1Ra4EeTg+zVm8QsUuYJLpMLR8bh7q91rnUmnMHXXEQJaXne3Tg2NAkog0WBtym/DYJ6bNtTO+cNAR/vuG7Rwdcs0ZyUiLRs5C/J0c1bXdorfHC07tvkMiykAci3I4WxjkB60a7JrdM6G5vUzOOS7jjfqF3gROkFXWg+jyjqi1PRCmF4d8v/f3nXASVVd7zPbgS303lV6USxYEMSGYEFRUezRmJhiCbbkH3tM7EZNjCYmJhq7BIxlQUBRQBQMSO8dFlhg2V3YZfvO//fdN+fNfW/ee/PelJ0ZuJ8/nJ3+5t377j3fOd85Z+hQ7RbOerngpF3Ls3hEyBkgc0gLQ9XycNXLY7X3wPHCEfKFOxfS4TrtR6Gm0PPnPR9xCg+D12gvEfLQ9chdy0avBd0YXnuRYzw4wj55cmTjFI6QH65MJ5oRfj1Ga0sVIU89KEKeAoSc88chpfSy0MQCx3fUKvBC5lSdvs91hDzWBd28EnI3ebB/+IO2IZx4ItHll8fmGM3GSjJI1oFRmrM7rGwdLcCYBPBvMePrrQG5es9RQkYmE3Iro94t8FFy+zNsyhyxMEcIGEw0kfP2zoR3aOKAieL+f9f+l77YrOVg72vxlag6mkjJulzV9vF5j0f2IT4/FVVATjjPsrCb1oc8uYq6ydEDOXLtJXrgVrJuFSG3yleEEonXMCtCvv7AenHbp01AtyqBCRAX2YxKIRCIXLfJy6ORI316YTd/dlkIIXcDq9Zn2Esm/zq0oBvAx3TTVa0MEVMzWMqPPE4ZIHD9lk8hWjPhqG571tSEnAu6IbLNTpxIcshZst6qWSvHGgpmohPrCHmkhNwpQo79l+0pO0LuFCEfNEi7PkDsWc4cLkLOJD2WEXL5OkbV8kmTtFsv8mcve4/seIHzEdd4XWOdIY/8sn6X0VWDQh3hblJ4vErWGzKMhFxej9rnhG/Z6KWgm5w/Hgkhx1xZu1b7+6c/9T5Obgi5mH9rJtAj/adQZlpmyO/v9q22HgNHcg55iSrqphBP4GLmAj7mSK1eYb2J5eq8qR/XWmPVRQ0/uCbksW55Fquibtik0QP4pZeIXn5Ze+yJJ2LX7souQp5IyboXQi5HpM0kQu9buvoDcX9EtxH6c7GIkANMyJF7C+MI1wSuB7NRBaAV3/e7vhd/XzvkWpo0eBK9ctErIidy5b6VdO6/tRzslytHE93Vk9anh/YnxfzgSEosCTmfKzgEHvv6MduqtpEAckKrwm7JWNSNAdJ9zTXGxzAX3UQPnIq6yZJHqwi5/D7+HJk8WhLyEgdC3lw78SwZjiYPlHPIf35LvngdE/LGrOgIuTnyd/IZoS3PZIfImJGtbHPIGTByW2YH2098OulTIdnvekgbwGQn5PL1iFuvbZGcwPOqyXuQO+SPu8khlyXrMtHpku9MdGIdIY9Usu4UIWdHJY7V/Llu2p7BAcypdrLT00lZw4/JbfBiESGPBk4V1c0wO17gbLfKI8e+u3iXJmEryNZO5nWDr3OVwuO1qFt9+kHD9zDwPTMu2Eq0fpy4f/PxN3v6fi8Rcoy/G5sXKgasg5iXvTUhVcRwJORENKb7ZQZC/thZj4nf360i+PuPRELeWkXIFZoCsizKLkLe1AXdzHnkO+p+SGiE3Bxl9lrUDe2HIN9GD2BUPkakDK+z2xQigTl6kAySdZmQL1pk78F3kojLXnaWvf1u7u/E4xxlYUJu7mMbSWG3+fO1yvdsHFk5TLaXbxfECJE7VnLAcGB5nQH5RfTDcVovXRmco47xYe9rtDD3eH34q4cdc929AnJCq8JuMiHPy8ozRMkSGSFnmDdR1DRwg2iKusnv48+R57/5ukR9BMwrO0LOa/Dew+4IuVMeaHpz7YDHnp1nIEYNmWWGCJ7btcOu9Rn3ofYFCDkcBLKckh0BTuoWGOHy8wPaDRBGOzsLkpmQm69H3OK+eS1IlQi5mwrrbvqQy5J1BggNaiVwHYUhHYaEEJ1UiJDb5Y87RchlmTveZ7XGRiNZjyZCHgnCVVQ3wyrCfFaPs0LyyBftWkQbDmwQju8fD/ux7vj1ot50GyGvt4iQM7Iz04n2DhJ/H9xXIGTakcCOkMMhg7FCUMBNtxCOtEO2Hm36ox0h5/NVnVFMh+sPG5RbOP+yOuxIJuSVlbENGCQLFCFPBUKewAi5nEe+pWZJRDnksQJImRwt8hIh517AZvkRnsfjeD4eHrxkkazDYwtCgLH7Nqg+c0XI7bzsIMN4HM8zmQAZtysi5AbI3QOhgrE0fbqzXJ2j4zAa0aKPDRCnHGz00pWjY3L+eCxqHXiJSMi4sv2VNGPSDOqa51xAi+WEqRYhl/Pd2fEh95t3QjRF3ZwIuVWl5E2lm3SS0rZ5aDVKJkFuJetOeaCtOh4yOE2YGNVnxDZCztejPyBZv+02o5ySr12nCDmirA3+4HVTUqVpBpOdkE9bO83yeiw6WKSvXSlHyOMUIWfAsGdSBjWOmWjFMkIOssMR8ljmkMvE2gyOkGPtkO0uyGBlmbvVGhtNUbemjpCH7+ah4YEzH9CLV5ojzFZ55P9e/m9xe3n/y6lHQQ/DeuAW4SLkbGPWpRmLujFgr51zDhYezeCa8tkBEWzxasfh+9kGMBNy2Jtse7iRra9aZS19jwQdOwbXFtlpwfNvX0Mg4mVaE2Rn9JGYQ15QEAzOxMohmExQhDyFIuRWBmJT4IROGiHffJgj5D7XLc9iGSE3b4RuI+SOvYADuOsu4xgcaZJ1EA83snUzIXfTMxskF7mM6BMarWwdnuXTT9f+fvdd47GYwZXeT+58sjsDxKe1dMHr4lFh3WtEQka3Zt1EEbEXx74YrJYqw2+UE7KhGU9CHusIORPysWOD1fTdgA0SOSolF3Xj69prhDycXJ3rI8hgpygbQNHkgTJRZjUDE3KOkHsl5OEi5Gh51q5dqKHG6hb0pbaTcpuvaS40Gi0h5xQiXOu4jcUarH+2v4Emz5ocdu2KVr7e1H3IOULesYV9hXV5XrnJITejX9t+uu1hbokWywg5VGr+wNoWyyrrThFyJuRmhQ2/Bw5DfHaqR8jdVlSH2kUuXilDziP/bud34vaDNVrK2g1Db9BbRHrd891GyOvSQiPkHFwR6QUBQk7NDgi1m9fgCud8w/nC8zrSPHKOkA8cGH0aDfYwnmMcJcfayHvynlojIecUqiM9Qp6WFnQIHol55IqQJwlSIUJeVL1B5D2Gk6xzyzMsDrFqecaQjWinjU0m5I69gANeejgQ8LpoYY4eJItkHYiEkLvtW4rXxSqPnGXrPI/sIuRMyE/pcornli7xqLDuNiJhBe7vigjF+5dPITpo+tEHu9L4mqCc0KqomxMhr2moobqGuphL1r0QKi6OdNFF2i0q6btR2zhFyHHtctQgkgi5l/xxQ1G3gJM0UqBLAcZENjaZkNelx66oG6ArVmryLK8lOUJqR95CCHkMIuRyChHqC+A2kiiXHVZXrKaiQ4GclDBrV0oVdavcE5MIuZVkndEiq4Ue/VyzL6DpjUOEXLYlYhkhdyLksBt43spqEs4f5/dYEfJUipDHome3nEf+9fav6fuD3wtlBUj66J6j9T0/fhFyYw55SHClKiC3alaiP+Y2uILX8FoDibjVeyIh5FYRcjP5nrJqStg0GrNsXZ5XOw9rhJwLbVoR8iMxQn6k55ErQp5kPcgti7olOIcc34sFWKDDsrBGtJw/HquWZwz2GmIzdvpsebN2k/8DuH2dm8Wi5IC2AG9u/i5Rz68oKzuGoZ8oCTmkwnZky0zIvZDcWFRaB8w9qXGs5s0SG9zi3YsNEfJIDJBYVliPpL845Om4ttDflXHFwAlEL24l2jJa3D+u7DaiF7bQmW2DckKvknWgss6m2lCEknUvhArGEhNyKCBg1GNcly93/g7kdVq1PYPxy9I1NurcRsidjGqdkLd2JuQwgJBXHSnktA6zZL02QkJu185JJ2S11oQ8Mz2TWmS2cLx2zQZ3tBFyuxSiSKJcdiitL43bdXsk5JDbSdYZ/dtpGt41+9fELUIurzFNlUNul0fO72G5cKpHyGPVs5vzyD9Z9wlNKZ4i/r5m0DUiot6mWXwj5LU+Y4Q8JLgiRci9BFd473rySe3+smXWe5dbQo59inPRzYTcqobFlVOuDJtGYybkfK5g9247pBnZXDvHSrJ+JEbIAUXIFZKjqFuCIuRyYTfqtCRshDwe+ePmTS9cxFkm5I69gCW4fV3YxaL/VJrRX1uAl/e5huim0XRPUeyKCEWKPn00IwPnxC5/10zIvZDcWEXIudAa45VXQjfLtfvXChk2iAQkd24MEMi+u+QaDZBYStbdnisGH+dz5z4n+rvqj/uIsjLSiXYOF/erq9JFwRq50ryVsWjV9gypBFyN1a1s3U2E3CuhAklkpyNk06ec4i6PHESPea9MeHCOzL3IvUrWrYxqJuTHtbHOteE1GNJNuzZhbsAkCbUPOMqhE3JfWUTpLrYRcl2ynmerBNELu9nkkccyQu6UQuQ1yuVGdRLr6/ZIySFn54uVZB0Y0FZbV829q2MZIWdC7vP5PbeIijRCbldp3S5C7jWHHOucVdCiqSPkxp7dFHHP7pp67QSv3L+SNldpsrU3lr0h7Bk9Qh5w0LmF2yrrNWTMIQ8JmhwORMibl7gOrnjZu9wSchSgxdzA2Mp2r5eaMuY0GrZHeV7Kc49rnZze9XSHCHnsCskmE1orQq4Qb7DxAUPTHPnVJesJipDLsnXq9ENYQh6PCuvmTS+cN10mFY69gAPnHITMHJmNBKsapxJNvIJqs40L8IH62BURihT4nchdtZOty32/eSPy4mWXK61H2noIm6G5PZbVZskF3U7sfKJuUDj10uUc7AdPNhogsZSsh3UI2FS1RV9XM0QUpayX+LvMt0XcyoTcHCHHPBfXpYmQy3+7JeThIuSRECqOjoO04PNPPdVdHrkcQTEbweZK600hWQeBbp7W3FPrMyuY88cNhDzNSPRjVdTNLkIu3hu4dm0j5IdjFyFvqhQiqE665HWJOkKYdG3PXEbI5T7kVmoOdr5YSdabKkLOtkQ4xVtTRMh57+MIuVVakJu2Z/LrEhkhl1vZyfuBl57dsFd+Of2XIY9zQdcFOxbo6ism7rGMkFeTMUIeEjQxRMj9YYMrXvcut4TcqsJ6JDVl5DQac4ScCXmLXD9tKNGiXmd0P0PcKsn6kYGEEvK5c+fSxRdfTJ07dxa5Kh999JHheWwiDz30EHXq1ImaNWtG5557Lm3g8OsRBl4ArLzEqRohjych9xIh517AVoswGwEvvGB97r0AC/ArW1Hl2w9rz4TYFRGKVx45Fn6cIyzknPvvxcveOsc+Qu6m9ZCXzdJc0I1h10s3raIr0QdT6LSWRgMklpJ1N+fq0bMepXcmvGNb1dawmZZqhPxwVighZ0MThdIgl9MNyxgQ8nAR8kgIFRd0Q3QcGD7cXYRcN0JahLa+M0dZoi3qBoLCa+1xre0Xr5aZLaMm5By1ZNIkE6OaQIScEbuibg6EPEyldfM1vb9qf8SEvKlSiKA6ef6858XfZlLuJUKYTBFydLHgedcx17moG5MYvMeqFWRYyXrb/nHPIWenn1e5ejwi5Ob3OOWQW6lrsGazDWFFyBPRhxzAHsP7zFUDrgq79zDcFHT97Ze/1a8lL8o4tznkNX4jIQ8JrjAhT2sgyj4UNrjide/ySshluXo0NWWQRmNHyJu1PiAKcAKndj1VP/eoESPvfdG2XktWtAmIIlRRtxijsrKShg4dSi+//LLl808//TS99NJL9Oqrr9LChQupRYsWNGbMGKqOdfnfJADLOc0XETZTjkYkRYS83WqqaahOmGRdziH3EuVD2yFEWM3AgosewXg+WmAB3lu904KMx7aIUCwIOVqfmR0rvOmY+35j4/7ZST8L+Syzl91Osm4n2zLnTHnZLDlCzgXdZHAv3bN7ni3u49h7fbyFaM0EQ0QEywhHbmNByPm7cU7Qo9V8rv4z8T/00KiHaNLgSbZVbRnCaAtEyBvytorZIxuX7DABGcfGxL/Llx3/CHkkhMpMyFmyvn69s2HvRHbkCDnWTzaCzRFys/FnR8jRWxfolNvJQJTNKMgoiLjSupkky9WDmZBXU4wj5LXRR8j5msa5iTZC3pQpRFCf4Ho0y9LhsHMTIUw2Qg6HCdIl5HoGdkA6D5Mlcx653FfeTrLOEXLsWXLNA7kXcDjnfDjwGhNJNM8uQo61gNceFAa1Sn1wEyGXJevsEHaKkIMMOuWRJyJCbr5+zz3m3LB7D8NtQVdeK70UdpOdpFYOeD5XVY2Bom452prLwRVAkPL6ZkR1zQyydafgite9S6+ls9tY58mu5ZlcYT2a2hRYr+wIeUY7TYIK9Q/sCk53gzNZRchTGwkl5GPHjqXHH3+cLrssVLKJDeOFF16gBx54gMaPH09DhgyhN998k3bt2hUSST+SI+TwYnP/10S1PQNw4bfOaSs8kbUtVySk5VmkEXIGe9QmTw72At6yJTZkPNIq300N9NoEKcI4fa9xWlfy7c1lWu7YzcffbBvhtSLkbtum4XVuN8vtRTW0bM8yywg5AwYH+pOzLLhlfnqIAcbkH3OKyUwsgHNyRjdNSnbbibe5jkjIEJtpeTfNoM6sImqx19CxAISdNyYYjLGMkPO1BaPIypiNhFCx44N/A7zcvD4s0sQOnsmOTLRl6WOkEXKWAdrJ1c2EPF6S9Sq/e0Iup4GsPvwVka9BEHI4aszfhbZn4SLkdnnxbGzzuYkmh5yjXHaIZQoRgOtu5nUzDY9Nv2Z6TMh4UxNydgJhrmRnOHuloTq0yyOHxLi+sd5Rso71nGXxqNkhR5c5QhmtbJ2JV6wi5Ehp6tEjSJ7QYtCqWJdVAURzUTdWJOEY+Xc61Z+Q1xQmT8kQIY+0U49bO4ULQkYSIZdbeTkRctlxCXsNQRR9LQtEyTv0OBA2uOJ174JTBjY5jlNWSriJkEdSm0JOo7Et6tZGI+THtj6W0nxpeqAO+9GR3vbsSCfkSStq2LJlC+3Zs0fI1BkFBQU0fPhw+vbbb+nqq6+2fF9NTY34xzgYSCysq6sT/5IV2qKUSenpfqqrC7ridpXv0ts++Bp9unc8ERjU5niaWzSbGjsspYaGDpbnc906/D+T8vP9VFBQ76qtkRdkZYFYpVFFRSPNnt1II0ZYF4NJT4fFkEHV1dr5xGb43XeY7j664YY6feGE4Sobr9GgXbN2rl/XFHORv8P8XSNGpNO0aWn0xRcNdMopwR+/bRv8c+nUuXMj1dU1GKIyszfPFn//avivqG+bvuLvxoZG8Y9RkFWgR8/4O7/e9rUrL/uczXOoXbuzXC1JB5svFtdB22ZtqUuLLrbnEs+zYZGfj+NMowMHMCc1R8CWLdoc6dLFT/VO7u8oDKCxx4ylM7qcEXKuwo1TZmYGUUM2tUzrQqWNOymv+2by+Vobrqf27TPowAEfFRXVB+ZwOvkztV0725etfx4bTGWHy1zNO00dESgEV1EXQlyR/92lSwbt2hXsISwDBZpgLJ16avD637NHm1tt2gTn1sknp9OGDWn0zTcNdM451uemrEwboxYtjOsikJurrQWlpQ104ADenykK2fh8xnUnJ0f7jEOHtO8+dEg7lpwc4zxnae6xrY61PU94vGWGZs3vOrgr4uu4rEpjArmZucFxStfG6XCjkRRnZTVQXV3o+Zm2dpros21o7XVXV/LPeJFKSi4ORgGrAmSsJo/at8c+GHo8+VmaJbe/cr/lb+KI+DGtjhHXNF/jmZnauT182Hguw+G3v/XRz36G8TNJyX3atfnssw3U2OiPeG02X1M7So2VIjfs30R9W2vrWLQ4dEjbV7Kzrc9tLFFUpv2O9s3bu5p7cPhA3nqg8gDV5Qdfv++Qtj6hoGAWZdl+FmTrcAKsKF5Bx7fXKjoDLVtmUGmpj4qL6yz7N7tFZWWDft2ar+9wSE/XruPqam3uTZvmo6uvTg9EXIPzqqjIL9Rx773XQJddps2v3FztvVg7+Nras0cbx9attXHEOlhQkEHl5VhjNTlwRYW25mRlBfcRGc2ba59x8GDo89XV2ndmZFhfz/EE70etslu5XrPc2jNw6Oyu2E3Fh4pdf7YWvdX2mNLSuhBlaE1NuhhCJuTN0poZPvvii4nGjYOjxUfXzm9NlF9Er/xrL100wPkajGTv6tw5g3bs8NHWrfXUvr1FYMEPQq6N+3HHBb//1E6niij2rkO7XOWRs5rl2XOfFbZC27banrZ7t3ZtYB5irW1oqRHyXi17iXMCJ8ueij1UVF5EHXIG6uc1Lc16jqY68vO181BS4m3PSSTcXhdJS8hBxoEOpiQg3OfnrPDEE0/Qo48+GvL4zJkzqbmVzihJsHMn3OvnUGNjHRUWTjf0UgWa+5tTYWFhAo+QqOBwwMLrtIQaGi6kWbNmhbxm4UK4l4dTu3blNH26Q8PrCPDtt53o3XeRy55GW7ak0XnnpVGbNlX04x+voNNOM3pz161DxGcklZUdpsLC2bR+fSuqqhpJeXm1tHnzdNoKFXCMASVDm8w2VFJ7gChgWFotup/P/5wqV7lrQRULmMepTRtIoYfQ1KklNHTot/rj8+cPgslNNTWbqLAwWFn3i5IvRDSle0532rRwE+E/K2wt007qpqJN+lydWzrX1TFOnz+dzsivpDZtzqeSEoRorXT/fmrbtoqW7vuXuNc9oztNnx68VswoLtFc2qu2rqLMw/i7Ey1YsIoKCrTjnDMHYboTqVmz/VRYqBWniRV2HNDkBuuXrif/er/ncaqthdw+jzIqOhA130mZ7dZQYaExIpuejih8W5o5cymlpzcSZQ7U5903c76hnHQt1F1Zqs2175Z8R3nbwleeqq/Hub9E/P3pp7MoNzd0M7nuuk701FNQJ/hNY+UXBsq1135Pn38evCYXLYKhcCwdOhScW7m52jwsLNxPJ530ne01T3QK1dYeoMLC+YbnDh4EQehB33+/jnw+7AlnU05OLRUWzjC8bt06bU3aubOMCgvn0YoVkOL2oeLiLVRYuFJ/3dyt2lxt2NvguNZyhHzxmsVUWBHZmrxwn5Y8f6jkkP5dpXVaGK6qsZzI10jk1wRs27ato8JCY+2Ub8u+pae2PhX6wflFoqjkg+88QGN7nige2n0gQL4am9GCBYWWxbP27dFes3z9ciqsCv1Nm3Zt0s8NAOMbx71ihXZu1607TE89tZQGDChxVYtj1ix4RI8T5KS+PviG1q2xnq+k7OzdFIvtDtcU5tDLc4uIxgQfv+72TXT7KT+E7BuRoLz8QmFKff/9HNq+PYKG7B4wr1RLd8qsyXRlD/jqtMGeNXcWFecFQ3xbq7Q1sEVaC8c1tFmlJoH4bOFn1GZHG4lQIVCC935LW7ZEHiZfsQKfOYJqayupsPBLT+/dsKEnEQ2lbdv20CeffE8///n55PeHOnk04uWnX/yiljIyZon5WVwMec4AWrFiJxUWIsAAFY+25q1a9QXt2qUFdVq0OIfKy3Ppo/8uIN+yebQusyNRz2Np1Rqc/4DsR0JDA1pV5tOcOQuppMT4/Lp12hq4fftmw/7aFNh9UJvnq75fRaXLS73ZM3X2UvS2mW2peY1mV3+96GvK2uReJ52TcyFVV2fQJ598RR07GjX+Bw6cRZSZphPZb7/6lrLTQmUUMOnTa1oTVqWpM76ltK3hcyi87l3Nm0Oq05o+/ngJ7d8ful7s25dDFRVjxB68cSNsy+B+f12b6+ipQxbrtAVwrm/pcgtlb86mws2FdPAgiPU4Kinx0X//O50WLeqORmd0MF3bs+r31os1IO2wtk/MWjCL+tXg/J8n7n/8MYj7pqhrIyUbNm+GdOU02rLlIBUWxpZjxAuH7XohpgohjxS/+c1vaDI0yVKEvFu3bnT++edTvjm5MImwMmAXNmuWSePg+gugdl0t0UaiHu16GB5PBEqXVdAnn00h6vgD1ddfTBdeeA5lmnQxa9dqi8OwYfkxPV54v59+mr3fQRw4kENPP32ywfsNsNwnPb25OI5167TjGjkygy66KH7n8S/H/IWu+s/VoWu9uIPtxU/PbnuWDrU5RE+f8zQ1y2wmZKfzd8wXXmbkaI7oNkK8w81jkGbbvf+rLV/RrO9m0Xmnnkdn9dLKq+N1PX3LiGYfoA2bRtB5543TpU1vvqmt3CNH9qZx42DsaPjbB38TtzedfBONO9P+3GVvyaZntj5D1Bzea+11Lba1oOe3aYWVnDB2xFga1WMU/eUviHLw5ugLiZy9/HIWfZJRRbSbaNzQcTRupP3x+Db66E87/kSNzRupT58OooBYt26DaNw4TR6xfLk2J44/vk1M5yrSbQ6t0GTCl553KfUo6BHWewricN555+nXU6tWGUJSX9A4gPbRYsrrvpvGjbve8L633koXuWudO58gFCmUVaI7fS696FIhZwPe/ehd+n7199Srby8ad0r434lrDOcb5//MM8+zlPnhdA0b1kC3355uaAsEKfJzz+FaRM2JQN0JgsRQm1snnxycWx06+Ohvf4NSoT2NHTvOkijCGAG6dWsVMkazZ0Plgd/fl044QZNSt2mTRWMuGGO8HnKOJ/oD6nNon/HFF9p5GTCgJ40bByNHw6Ova47ci0+/mMb1GWc7VoXvaEQop21OxPPmh/k/EBUR9e3ZV/+M6vpq+tGqH5EfZDzrEFGNRvyPPx6vCeb/4Hr/xcu/sP5gXCd+H31U/U964YL/E+tD3co6okaiTm1a0oUXBqrpmbD5+8303p73KK99nuVvunf7vUSHiS467SJ64z9vUHVjNVVWn0evv64Rtj17cunBB0cItcnzzxvXYjOQYnDTTZrp8fbbfmrZsp7Gj0ek00eFhZl0wgnGuRMJ+Jo6fPgCevrpLPKf9pXh+cNZOyz3Da8Akaut1X7LxRePNqSVxAObFm0i2kbUr1s/V3PviX1P0I6iHTTghAGGOS3qmKwjapffzvFztv5vK02fOZ1qC2oNr+vaNV1IePv2PZ3GjYsmCqc5eFq3buH5Wiou1taG1q07Un7+hVRS4mTO+mj//ubidaNG+Wn79jR66y1E27rRuHGdRf54Y6NPrHtXXXWOHrHt3TuddhVMpRd8d9KBTTvhOxD//p7VlU7o/VxIh4zHH08XLbAGDx4ecl6wXgH9+hn313gD1c+rlmqOoivGXmGbomBnz1w9VVOjylFejua+fPHL9MmGT2jxisXU5dguNO4092NYUIBrnuikkychYyYAAH/6SURBVM6iIVp2mY5f/zqDKHuXruK49MJLRQqGFVrNfoPg+mjMdp7L5r3r+uvTDfUH7Pauf/87XSg/O3Q4kcaNC1U2fP65dlx9+vjokkvGGr+LxtGwtcNo0tRJ1IhFmL8rvys9c84z4u9J0yaJ87n29rWUn5Nv2IdvuQXRcR+dcMJYEYQSaK2pZMadOo7G9R9H7//3fVq2ahmVVHemx34XVBS/8cYgmj17YNj1ONXQrp2PHnsMa29BwjmRW7BSO2UJecdAIk9xcbGoss7A/eOPD0qnzMjOzhb/zIChayaPyQQuogWptXycpTWaN7N9bvuEH/+pPQKVmDosp5o6v+U5RU420LdvGmVmxqZEAYyeu++2q76NTZTonnsy6PLLgzn4nM9XU6OdzwWBAOioUbE7LitMHDyRHnwwg9YPvJ4oK+gV65LblZ6/4FlasnsJPfXNU/TXJX+lb4u+pVuOv4We+fYZg6y7TbM2IUVSrB7Doj5p0CR6d+W7ju8HIQ55/01Eh8u70kuzXqRfj9eSriDjAnr0SKfMzHQ9p3TWZi1ye9XgqxznYPs8LekOxYL4daN7jxbHiQJuVrItbER4Hq8DeZg4UStsiGrrcoG3rl19oljLhAkZ9PDL/xOPndrtVMfj6VKgJZntPbyXWrXSxhySQ/5t/Hu7d4/tnEC+Zm2DttN3Lujs+rqVrycuyOIv602US5TWemvI53CuY0lJurZ+BPLHW2S1oOys4BrIm/zh+sOujwV55MgLbmzEMVm/BmOF5zhnD7mbmzb5KD09dFvh+g0dOwbP/7Bh2vdA+rp1ayb1sUjd5vzCvLzQMWJJdmVlup7b2dh3Gh33lzsN10P7nK5E/V+kysoJ4vcHPzN4LHCicFG3/u37O54nrrKOIjqRrskYCy5WxJ+B2+z0bKppqCHKKdMJOaT5fJzAN1u/McrUzfD5qbh6J323+ztRwOlwg+Yc6tI23/Z427bQmCTkzVav4QJgfdr1EY4eFBu99tZyokNG1dmuXXCoZVjmcmIdR0HG11/XcndR9POKKzLE3D3jDBLOlaVLM/WCf9EC33fvvVmaYy8voKqryRPVmKkVNipfyL7hFXLufKtW9tdKrLC/Wou6ds53t65wMSzztV9RX6HniTt9zuCOg8XtupJ1htexTB1y/Wh+c0ODRmZgsnm9lljwWFeXRvv2uVu/9+3TjpcrNR88qK0rnI8KYx9BEf34+kwl6nYFHag37l37a4sEUTUXBuTccjhpzD+Hs6JycozXc7xRXFWsE9u2uW1tia2dPZORkSHqwMhrKvZsdCjAb/9ul6ZuKqsp8zSGsNHg1KmpybQ+V9nB/PEshwplHQvaCEK+ebf12mWFK68k+slPtLz+J5/Uun6ceab13tU94LPdvdt63FCYFBg40Gi7MyYMnECNUzUy/sqFr1C/tv1EjjgX1rtn9j1iPV91YBWN7DHS+Ns6arV99u/P1NeaymxNst6vXT/xfR3zNEPgrWn7iXb7XK/HqYr2gdoOSNdLNCdyC7fHmbR9yHv16iVI+RfYpSUvA6qtn3baaXS0FHWLpBhHvNCn7TGaQZNZTTuqipqswnokbZbkgi94fn5A7TpCCx7HFcfVTyAqDrh8v7ud6F9zaNWtW2jiwIn05LlP0oxrZ4jxXF68nO783LjRMWk2Vyy1egzve2bBMxG/H/LW3ywNVjnncywXXPpk3SciX3tAuwHinxOsiro59Qa3az2EjQMpBSi6Zy6+V15dTuv2i0IFdHIX64JujA65HYLFTgoabYu6xarCOoOLfSF321xt3S3Y/qjerVVar8sNeLrIuhe5+F0WBd0iKeomF3YL19BCzh7CMdgRG3OVdf6NIhgaqIz71VehReTcVlkXFdT7T6Vtw0Or+e+r1mTcJR2m2hZ1Qw4ezg/IZu9WvZuuqJupmrsevQIhtynq5qV4JBxD9X7NOdS1vX26glOVdZBvvqZRWFRvk9WsxHUfehTVQnGt0aMRcQoW+uP6rG7b4HnB6tVtqKgosObkBbxvOwK2Q6vNMel3zvMTTsRICpN5Beapmx7kDC4aaC7qxu3t7FqemVufbSrdJBQcsS6sJPchj6bKutdiXea2Z7yOyRmSUKIs7xJoY0ru2pgmY5V1tiFx7Xoh4+auJbOunUWTe0wWt3KRUnb2eynqFq71mThXOeUhBd2s0KOd9v079ruv8s57Jk7HHXcQnXWW/d4VrvWZVUE3q/OPveXWYbeGVLnnTjHcylWGXNhNFArMLqfqdO3zjml9jLht2yxgCLTY63o9TmW0bh1ce6Pt8pBsSCghr6iooKVLl4p/XMgNf2/fvl0sHHfddZeowv7xxx/TihUr6IYbbhA9yy+99FI6agh5oC9uIiusM7CgpO3V1AlbqqzziDdujH2F9UjaLMm9lCE3QoQOJONELa0yrmjZyk/UNlCV9ocfE209i1o0Dw7smGPH0JKfLBHRsIRCyFs1o6KmNljlHASVqze/8N0L4rEJ/cK7V5mQw3CrqqsKaQVmnsPmtmkycB1gk0SVXHmzXLx7sYi0QwYeru0PP4/898z80hBCHsse5JZOtCjaFLJDtXybJm08nBVa9EDukxtrQh6uFzmDVQZs3NqlSpmrrDNJWxFo2PDKKxpZM1dEdltlvfxgA9EF1sYzKzMqztCMZytCvr5EC3P0bNkzbPXqmBDy2tAq624JudvqvXid3K6qZyd7Qs7fa1VlHWQOpJyv8ebUxpaQA2aii/FEUS2zQYs5i8fxPIotAd9ZlxKICKWlUiuO3MDitkPrfkAt4eDyR93vnNcTkKyvv46/0ctV1tnZGA52VdbZ8RJOvoxe5ygoi/HnLgQAd6WItsp6rPqQh/SnDlO539z2zNzyjGX9lene2pi6IeRNHdTbf3h/1EEdEEiklI1sNVLcyoSS930vbc+sul/IEERLipA74diu2vfvrThgqaK0glZ8WFN1hWsrGY6QW7U8s7pmcf6t2s0N76J5IxcWLbQl5JifgpC33qTbNnxeyncF1oIW1mXgY+F4TCYUxLDLQ7IhoYT8f//7n8gX03LG0I5qsvj7oYceEvfvu+8+uv322+knP/kJnXzyyYLAz5gxg3LC9bxKQfBGbq42yYQ8GSLkQMZ+bay21oYSchjvTHJiGSGPpM0Sb9aQPs2dG4zCNIV3OqdNMVGzMvKhKFNJHzGm5nHdWLpRk6YmGj7NqPh42TwxB3Gc3xyYSj1f7Emj3xhNS/YsES97bclreiTdDiAX3BPT7C0H6f7jmD/q91Gt2WsrMOD7Ivv+42ZkpWcFI0CBzcqKkDu1YIoETNTCOQycwPO0YocWIS+n7YZITEQR8jrvEXK7XuRWhNzqvl2EnEma2RgrKgqSNLl9ULgI+Q8H5hEV2BvPwvlUgGr+8/TPtCLk4VqeAVxlHfJuOWroBUyQzMamG0IOuSOcWWbFiQ6/j1r6tNY5ev/puhzq1sU+Q42vE46cyuBrGWqPnIwcyvG3MfT9tQOILtYUpJ9YpxsFozcnnaT9vWaN8RqNBq1aSWMjR8ghYc+uIGq+P6p+55ijcBYyAbNyKMUaxRXFniLkPL/MfcjZ8RIuQo7ACCujVu9bHbcIebR9yOX+1Gaw8S73pzZHyM0tzyJtY8qSdStCHs1vjQa6DRmFg9gJbZrHKUIeIORwCDmhfw/t++vSD9C2bd4Ieb9+4V/rRMi1CuvOEfJw9oCnCHmrTXrLM/0YDtlHyGVE43hMJqSnBx2CnAp3pCChhPyss84SuXvmf//617/0zeCxxx4TVdWrq6tp9uzZ1Mcq0fAIAOcX2UrW47SYekV2CaqcE+2oCyXkmzdrCxQMZVmaGi28er8B2WfDWQ9NIVcH6ltp7ZNyqnsR1edY9kxPZC9yK6zdqR1Py9Om0sQpobJfbCpXfBCUt1sB1yt7y62kr3LeK/rgWnmLw2HRrkWO/cfN4EhSQzMjIYfBxMZkzCPkMXCi6UbbwS5EDZnUQHUhecPJFiG3ug8g900YE74GWlv9Fb297F366ZNfkT9Q0MlJYuc2Ql582N31tLVkt2UvYc4f79M6/P6C9mTIx5TX54gj5CbJOkvHnQi5nAYSgkAhxHPqtDQQNz3I5e8FUcMeLIMNbb622zZ3jpDLxqTbdCMYyL16afe/13xuUQMV31FkTjhj8gLzo6yndk2JH7Q54n7n7FCSCxpaOZSSNkLOknWeby5k62v2a/taLCPktbW+iEmquQ85Upoefjj0dbAdzDm0coQcc85Ksu5FiZLMEfJ4pz3GI0IuE/JwEfL2uQHvUPMSCohtXRPyvn3dE3Jc2+Y2jNjv4BCG3W6nCtWdaDbX7EmdTxLO1e3l2/WUFFtC3nqjHtBg9O7gjpBH6nhMRrQ+QnuRJ20O+dGGcJL1ZImQNyvXIuQ76zfqMkar/PEIUpVsIXu/zZ9r5f02S+C+/LJpCfnh5prhkl6qGTJWkii3m31TofFgJ0GYDp5xp2XxNb9NzpwZbOBZect3lO8wEHynz4lFhFyOJNVlGQk5kwQYBRwtSUbJOqGNT7lWVWZL6ZYmzyEPFyGHkSIXpbQi5EKu3n8q0a960sX/GU3XfXQN7b9wNNFdPbXHHSR2bnPI0w+7u54K0jo5StbdRMjheEIf6Ghk63oOeQSSdTkNxDzW+dSV6IMp1LF0gpGI1eY5E/JApBStjszRVO5Bzrmix3V1jpDLDlIv6UaxziPHfoAKw6JifVZAFlHRiag0UCOg1eaQfcMN3Eb9Yy1fh6PEa4TcNofcpWQd6N8ulJDHyiCORrIuR8jNawL2enP9ERm85oP4wWFoFSGHwqR9dlfrFPJADZRu+ZoShcFrCqtwkipCHicbUi8YG1gnYh0hD0fI2SFAzQ64JuRr17on5CCyWNNwTKz0MsvVQcbt5rDuRLO5ZuGUZRWKOUouE3KxFwYIuRwhHzOCJevYi/yuAlapjtaKkCsktKhbkkTIm1f2J6rPpmqqpC1lWywJeSzzxxnYUOHlNhuVVt5vsxcahACE4fTTqUlQnqmt9nW7NEPGKkIeVnbaVPD7KKemG+WXnknUYx7V5tiHs6xy5twUdmPgvQw4czi3zS3gPcZn4JwN66QpNcKBvdLV6UZCLsvVY+k8MkjUAqQtEhiMtlJNtm6+3piQg2AK4pPACDnnzzFBl/H+8qmiqBrl7bTsmW1Fyg1GiAtCXlB+JlE5jGd7GTeVd6P+zc+MmpDL8kM2tmIVIW+Z7Y6QMym/qM9F+v0r+19JD+ZtIVozQY9clldzhDzPMTUD7Re5poVZtm4bIW9eEtZB6iXdKB555Gj389I/A14BFCStzdUJ+aSfb46o8nAkRUZjAZBoFNiMRYTcrWQdsJKsxzqHPBYRcmDZMu32nHNC64/IwHrCTkTsCVYRcihMHjnVWoliV5A0mSPk8apDJO/5ZnVNdBFyd0Xd2kiKHR7/WErWMV48L/7+92DxUfz7+GPtcShC7RxwblLY9DzynQtdRchlQt4pP/C5GbV6IbxwAatUR2tFyBWaOocci1uyRcizsToVa61QftjzQ9wLuslwqr5tBhYi2WOJPpdN1YZ+r1+LJNTstCfkTtXHmw7a96bNfIF2bE8PFj4KAye5vRMhhyRLhlme5TY6DgPRTGTswF7pSp91hDzWcvVY5ewZjLYyjZBvLdsaYtAwWRPXXhNHyPEc53CdfLJ1hBwqiKeWB4qtmad5oLc8XXCXUGeYAWPErWS98lA60YwXxXfYVfOnGS9Q1eFgizQ2nnGMGw9sjIiQRxohjyaH3O5azEjPoNatAu0KA28v2hcg5LV5huifl8JuZkLOBvDoC/eHdZB6STeSI+Qe7PqwGHRqYFIe6qzdBgh5886hnQviVWQ0FuDoOHJqkcsfi6JuXiTrcFqhQGasDGLYPEyM8DleFQVWEfLly7XboUOd34t5J+eRW0XIgf5dMHlDA4+4FqwKkjoR8iM9hxw1cQ7X2VT19BAhx7UfaYT8h6WhfcKt9q1ge97wx4n0E97nHnhAqxUBgo5/L7+sPQ7nm139iHARckMeeSAlzwshx1rA56hD772uAlapjjYBH4zKIVdoshxyGNDczzhZIuRiM9mjydaXFi+Ne8szt9W3rSAT8qaSqwNFNQFp3357ybosO+2S3yVEAsYyMKfHIJe79/R7RaQ9kvfjfTkfT6HDiydQYWFAzukCTnJ7NxFyFFsDdld4s1hZzhWu3ZkM3gQPNhbr0VSOYMWLkMeyqBuQfqinZYQcRiVHyQVxZkKe2TRtz5hw4Dqzi5BDTbG/NnyxNagzrEgaE3I535vBDja8RhDQNRPotlZTqHNegHgFgOur64Ip4nm81kzIt5VvE5FHRIi7FbibEOwgTZRknSHXFcD1ZI5c7tirfU825YUUlnTb+oxzQ3n94NvcdiXCQcpRIuCHH4zGH6cbWRFsc/QGtV0x7yELZYM5FtDXmUOdtF73AQfX5tLNTVZkNBH5405F3VgF4Uay3qNlD2qW0UzYIpw2E22EnNvgvfGGtoEXFqZ5LohnjpCDxLGEOBwhN+eRW1VZB/66PFCIdNn19EjPOUTrx4m7UKZYFSRNygh5nIM6aO/Je7qXwm52EXK2hd0WddMJeVojbdt9SHdG2mHTJs35g+8Pd41yrQgeOwaIoJkM2tWPCJdDDgzvOly3ceRUUD4+OIzKKg8T5e8KIeSyrfHep8U0a1Y9TZ78P3FrF7BKdbQ+QiPkYbZohURK1nkhRXXbSPsZxxqCKOzW5MJL9yxt0gi51/MpR2XOCHS7iTcQidhXEzCS92t6KKemANjUx/cdL4gLol0gu5yT5uYxRNqfOOcJy9fO2TyHps+fTmNHjKXRvUeLx2Zvnk0XvH2B+PuHnyyh62e2pRks4fKdSW0yutKB+iLLPHJEGkHi5Zw5M1rnWBNytEFjifrQDkPp+13fe4+Q7wrkj3d2lz8ub4JlddqmCGIAA0CWrCNC6vZcN3lRNxgk/l50wCKHXPy+DhSsLNvEknUm3507B1NJzBFy18ULA+oMM0lzEyGXv3dU+wl0/5hh1OsljXQBX1z/BV3/Xh+CKMJMyDH2U1ZPEfc75XbSJJc+944eNra8AAYXihpG2oecgWOViy/uOrSLWvXQ/majdHeJRsSaZ4RXlNhVWg+VrLfViTrG6OKLNXIFco42dlx5nAGD8NZbiV57zfg4rj2MMxuMmHPHH0+0aJEWJe/t3A7eNXBeBA51Fo7cR1/XPnhjSWSEHI4iGMp2EXDMYfw2OWfTao3xUtQS7/9yi1YMBY4j3Hfzfp5f0UjW0e60X9t+QhEH2fpxbY4zGMTikvEg8mKSY3bSMKFxG9EzR8ixh+FvrAuYj24JORxATK5kyToUXR+u+lC78+3d1Oy0oUQLa4n6FNKszbPE9Wfu652MEXK97VmcgjpczBX7OdYEt05Nuwi5Tn5dRsgRIYZ9LKLzzUto+fICGjnSnVzdad461YqwAl8HqB8xfnzQlnfjoB/UfpBweuE6hRIF15t4T3vtM3Es2w9p61V+ZqugEyIAfDZUXiVVe+mSUX6qrCyiUaOGHlEydRmKkCs0KSHHhjtj4ww9iuJ2A443xGayXYuQY4PmTSleLc8iATZ8LKRy+5zJk7Vjj7e3cO3+QLWQQx2JqrUdP1yXPozrWT3PCu1C4PIxu/ejX2jlqkpD31D0QIdBjU16V8UuGjWqLc2YESwgdlmzF+kfh65wnTNnhl5l3WTUM3HAxokiQV4JOeaZTshdFnSTidP+6mJxbeE6w7xgyfq+tmjxdqeB2OhFaqSqsXBEIMXATZu2WETI5ShKu4wAITdFyMV3yF/RxJJ1JsFOhNx18cKAOsNM0pwIOY4RUV9EVNg5ACNvT+WekChybm4f3fhjY3nOnqn08EfBsd9avlW0+3Mzzmzc7j3sPUIuj4ObCLnd+oFIttx2DWSPSQZHLovLNGs330WKh12EnAk5S1P5Vi7iBCINQo6iSmZCLpOR668nGjtWI7QgrGaDEXnkIOTIIwd5jgV0p1BFJxo2jOi4j3sTxFxFh3aIqC9H99wCx4yK8FaE3CpnE50p7pxhXGO8rCfm96/Yu8L1PI2FZB3o27av2O/fXfkuFeQU0LA28Daki2sPUlqr6zOSgnhWhMZthJzzh5GexvnhTmDJOiv78H2QwrLz5JkFz4gih3n7z6ZDxUM11ca2M8nXkCOcPHBODGw/MPkj5HGuss57JvbzWETIdUIeyIcOR8jZ7hCEXBR26+2KkIeTq4erFSHSrKDsgjMZ+9e2M8nvT9frR/A66Eayjq4dJ3Y+keZvny/yyJmQY39DfjoKt9blaRGvbrnBCusM/uxIFVuphtZHKCFXkvUkzCHHBowN9xeFv9AvaNwP1we6yQh58RDy+dNFJJCjD/FqeeYV7H03L6SQpMWzHQ1jzT6jXD2c5DQRgNTdKqcb+PvdE6j17CmU7TMqMmBAWuXM2VZZrz5gKVfHdyMSCXgh5JCXYrOH8Ty4g1bDwEuEHJFMNsBAyIXzqP9UeuVAaIs3EHFzC5eig0Vh277pdR9iUIhRjqJ0bdFLP4aa+pqICTkMFreV7d1EyJl8g4yDlItjLDIa24gEtmiwL7YGR0/bzG7CmAEgOZWdZk6EHMY7y9a5/RTu4zyZ5x6/X1R8B/pPpR/PDB17t+McjWSdyVG6Lz0kF9hLhJx/JyIrLEvOyq0wRMj3HdQIecvm+RFHyPla0HPILRxWIOSAXZVjbmV25ZXGdCPMx6+2fkXvrnhX3J58SoNlYTfsjyim9O67waJKkUTI4Sw+fWgHorpm1EiNlmugFeTv/+MfiRYs0OafHFG1ytnEPMJ8inSeRft+K0IOJwTn+rqRrOM7Cjcgp4no/VXv0+g3RtPAv/ekjMFTPRvFsSyIx2sknAJoR8WE3I1cHWDnFRM0rKUfrdNsL/xG/s01LZeL9UIQ8vpmlF86Sjz++abPQz4z2SLkuL6YJMcz7VFvfeah0nqsIuTy94OQhyvs5rbCumMNCBQiRZeQm0YTXXGNdit1DeH3Qg3Fe0S4VBNW/tlVWtdbnrU8NuZFRlM1h/yAIuQK8QDnzRzoEN0GHG+IzaS+GbVu7GEo7Bavlmep0I5GBreGySoPEvJwEfKmBkvKPv56B/3f/4U+f+CbCVSzWdscfnbSz2jOjXNoy51bXEVz7HLIueUZvrtjbkfPhJw3qRM6nuApoqVLiyuLKb/ArxPy7TsbiC4IFBtzAbdt32D4ciXkaCISchSla+v2gnRxlXsZhqrAzSosZdByFNZcdMdMiPi3eY2Qs9EAAi/n8EFNMXCHc6XiVy99gQrytXAYq2zcEHLx2/KM1zfum/u1g3Tx+wVxR2Tjguja+0UjWef8cRiaZsmrmZCDtNpF1Ph3QkKMPE6gOmO3Pg74V1qpfVeb3PARcv5uuwi5uagbHud8RydCDoN7zRpj8T+AHc8gP9dMvUbc3rtLM2rxOTz3ON8YxZSuuUa79ZJvvL00mEOOyPapw33BzgUWaSBmmL8faivg/PM1B5RdkVHMH0S2I51n0b5fJjOyM04u2hcuP5cdAuYIO+yR+glahwQveeSxLIgn14gB2ZUj5G7ADlom5DknWNteteklohvE8jptwrU/OCYiQp6ICDmcZjxXzDLnWEJXzXjoRR42Qs455Dnh+5Lq9XGahe9F7jZCbptfDtKN7iD59l1D+L241rgQYjh7gPPIFxYtdCTkx7WxJ+RHW4S8RBV1U4gHBEn0NdCmPtFtwPEGe3fb1mmEc8nuJeLYWfaMTS6ehNeOQCSyHY0VIc+rSWJCHoiQv1e4w955UaBFjq7sf7WQw7tNl7Al5FFGyFmufnJn9wXdZK80okK5bct0IlleMI+owEmPFlnbN94QEZVGK6lIIUdROrT3Uc+WPR17kcuE3BwhRxQWeaBmubQVIWIljtccckRxeZM0y9azNk4QvbGzfM1CjAioLi4fMEHPF4bSRjbMOKpkR8jNnROsIuQhhLyH89i7GedoDCC7lmdWhNxJXcPEAeoVLmRX7t+ly3VBlMqrNaO2XYH7HHK7Kuvmom4g4+XV5QZCvnq1seo1sHixtqZ07x4smmUX+S0+rBm1tcdMpaeeInrsMWvFk10BJSvsKNMmZNvszuJ8imrugUrrGw9sjkhxBcycSfTf/9oXGcX8Mf8+L/Ms2vebnXE871gBATLutK67cQigQ8K+koaEFMST10jMObcV1i0j5L4G2jXU+rdyN4jdQ7VuEF2rNUI+d9tcURtFBhefTJYIOau1sC9DFh0v8JrgRbLOzgs4X2TVi75+RBghh8rKXISNgXXIbcszyw4RAWeuU9eQ9AvvotPPaDA4bLGuZ2fYNCoPgFPxlhUvM6QimQl5v/bHOgYejga0VpJ1hXhCLEY95lFNdnQbcLzBm0nrWm01+2zJDyJ68Oqr2uOIEnitluoWTgQike1orCTrrRqSX7J+yGcKRzJ8jVrlayzw6wNVolwibIQ8P7oIuZf8cXNLkGZttc1KVOJ12eLNCk6FymJV0VY22kC6e7Wy7kUuR8jTcqwJOaKw5jzycFLYbc2n6lWz7STCcoRcvjVXWhcy8TUT6JhczVLOTNNCRLefcruuurAi5KLNC7mLkMv3OXLM7ZpCCHkM2vvx+GK85aq40VRYNxLycnEdOlZYDzgeuuR10XP1iyt3G9o5VdRp39WpTeQ55CxD5WsbhiVH5DkiBrKNytswhEHKZSAnXI6OuyV6Dz/SQA8/HL3iaV+VNo692mnnaPBgdC7QJtziTZujKurk9P1uCxravS7a9/NYsaKIo9w8vuHk6uEcAtwhYcFO9/YISA6vE5YfKXVY8LJGwtGOtDS8H+PrBnydiArrYWwvuRtEh/T+4poDaQIpT+YIeVO1zfUqWWdHF6/JsuolGsl6VssDQlnDpNsMFPCDoxLzJFzxYe4QAeiknJ25Dl1DGnJ30IKiea7zxxk9CnqIcUJE/an5T+kBJ0HI4Qhov1K8rqrhYEhQ7miNkB9QhFwhHhCbegwMxSYj5NVaMZNF23+IKnrhFm5y6RLVjoaB/F5updMpI4kj5FwFNUC6Q4B5mF5H1JhO9QdMjYajjZBLknW3bc+wQUGJ4bXlGYM3w8xW2ua4cqX7Fm9WcCpUFouCbmajDaS7V0tria0hhzzbmpDLj4GQhyNEePSzBi0a9Nln9hJhOYccYEPbHCGHEQSU1Gtz4Loh14nbmZtn6q9hQo6WNAyWMuJc2EWVzBFymZCf1vW0EEIu+g3HoL0fjy/mpjnnOpoIuS7PBAHIPuiq5RnIAUfIsTfILamqGrTv6to2sirrcDYwgZMlr+bCbjBYOUoOJ44VIT/lFG9ET26FF6niCc6Par82kfp16aTXaemRr024ZTvsCXm0iiu3BQ3tXhft++3yyPUK62EKurm1M3aUebNHDGtWmIJ4ToAShFv5cY0CpMxZtUh0ipALuHXQ5u6mFs19NOYYLUo+c1NwDZMJuexMTIYIebzb5uoRclPtGCcyzr3fzXajaMGKoIAHQs7f37abth7ZydaZqMOBmJVtr7ZkIP0ENSF4j/Nqo3uxB6atnabvDY98/YgecFqYfx/RXT2IcrUTdsfnd4TUlDpaCfmhQ/ZqiFSEIuTJlEMeA0Mx3uDNJK8yoPdpuU3k7cQzX9ttLh1kQiESowi975EAbSdQlRUbSMeALDspCXkgQk75NoQcYwoc7EJdO3uTubHRDuOPc6fMknUm5HiNOafZCqv2rqKq+ipxXvu00aplRyJbT8+XCPm2Mym7pquex+wGeC2O36ntW6wMoJAIeUvrCLls3Poz3RHysIQIV1W+kRBZOdnMEXKrSuu4/oUXO62O9lVpT9w67FZxu2DHAl3ybBUhD5c/bibkIO6Q2nPk+LRuMiHX1glhBG47k9Ir7cfezTgj6sgRRq9GEBMjK0MTig690FtOmTtCnt9FTwMRrc8CPAtksiFdM/C6dYwsQo5jZQWAgZB7KOzGZIkj5F5b4UWjeNKdfjW51K938BwM7aZNuG3l9jnk0SquMH+QThDpPIv2/SG9yAPKDHa4hGt55tbOSD/s3h5BCgLmB9a3cAXx3IBTa3iOuZWryxFyAbcO2opOgnSjW4lVHnmyRcj1lmdJEiF3U+fnD3/ASarUJeBeIuS57TSHwHvvWSu7mJC3Ot1ZbSkD8xEdJKD+fOAubza6mx7kcsBJlqoD2Ke/qH5Gy093qCklF689GtCyZdDOP5Ki5IqQJwnEwrHtTMqpjX4DjieYKOwv6kR0INB+oePSuOZru82lg0woRGIUofc9mvxxtKxo09qXtIS8e0F37Q8hvbKQ2xZohDy7uodn54Usg5RzUVmyju/GBsukw80GwvnjJ3U+Sc+F9gJdLhbwMIsChP50GnHIutiYFdy2fdM94s2ji5DLc3T7dsjZrAl5W60ltEBDmjtCHgkhMjvZ4Jnm6rhOknXuUwyDAtcpeiijeA0cK3DYcG/lSAm5LFnX/vbrRHV4F61IDnp+p7UoDUrW/enUdeWLUY1zNFEJJ8m6OY/cbQ45E3IQUI78CcdTtvZdHQo8FHWTIuRsYEOiLudA2rU+MxNyOEAwf7H+nnhiZK3wolE86YT8UGc6RuoWNGKQdj0d8NtHyKNVXGH+oDVZpPMs2vfbRcjdStbDOQRE54TyblRQ7m6T+PRTjZAD//iHtk7MmlVPkyf/T9zKBfG82iOswvBCyA0R8m1nUuuM8L8Vr0ME/tze54q9aNW+VQbbhAk5ZNNmMpiQCHkTSdbdFnVzozoRTtNAdBx579xFws33b9mjsTM7ZZeosI6ikX28FU7GfowaEY/8yJuTzI1k3SngJH2wY00p3ovKa8pDOrEciUhPD16/ipArxBxi8fan09Bd2gZsvuC9bMDxBG8mFRWZRLu1fuTUSZMTxytf20suXYjEKArve6T548hdZUlNMuaQQ94q5lN6LVGLfaGKgkCEfHi/Hp6dF9hA2QBk2ToMQWwULFlHTrOXwm56/nigLYhX8GbY2EzbHNlQGtluAv3+7N+HvB7RP71qq3TO3LR90w2gKCLkMCAeeSR4/9ZbiX5xrUYgtpZtNbyOZcDYousDhHzubGdCHikhkp1sHAVHhJoJs1WEnOXquV2CKQswZC845gJxf8bGGSGEnMk/E3InCaocIcffmGesuji29bG6IVqdvd0gJe1cNkGMZ/PMyNr7RVNIx0my7oWQyznkLFmXI+SCkGcFK7pHUtTNXGHdbYScx5Ajl/37B8dKEL28rvYHIpGfcAineJIJOeTMjAtP166nhqxSKjpQ6r6ok0fFFeYR5pO5oJbbeYbnf3vmb0Me9zJP2fETIlkPEyGXHQKW9ggemvEClZeG3ySQioIe9MAvfkF03XWaUT1qlJ9GjiwSt5E4yjlC7rXCekiE3J9Od/Rxdn7gt+J1IN24HrjAqCxbZ0IOVFUlQQ55QLHVtrnkuU1gUTfX9qAkVzd3orDCuqXa+lSXYWpXalJ2rV0XKMoWiL57LZzs1UmmtzxzIOThFWvha0phz+A1hm2QIx2tj8A8ckXIkwRMEnoc1jZwyBAj3YCbgpBnZTUS7R6m3elkShqMcb6211w6WWJk1Y4mXuAIuZmQJ1uEPDM9Uz9XT72yI8R50aKLRsjPHOytoJtdHjlHx7FpMDH0UthNr7AeQf64LOeqyzISJxjbfBzDOg2jdya8I1q8Fd9TLP7hb/Y8vzzuZVfXXrQ55JxfJ7cOE5+7vqf++ZW1laHVn+FcSddSBG69MTck31sm5G4jX3aECEaVWa4u/21NyLcb1BkXHBsg5JtmiN7tPXpoOaGo6i6KLEUYIWeSCrKBKvf8fYczjOkZMJwxnmijB/zy5F96au+X6Ag5pI1MhoVkPS80Qi6KF2Y7k387yTrGxFBhPRCBCiHkUoQcVYuxPxw8qK2/VgXdABirLPkNgd9IfsLhmWecFU9bSwIMoKKTIULep1cLSjusrQszvtsStqiTGV4UV7je5PQd4Ptbv3c9zzjdZ3yf8foa5WWehkTIWbIeJodcdihY2SO35E4RxRrDGcSQb19+ubamnXoq0fPPU8ztESa7EUfIiWjioAn03hXvhbwOvzVjqvZbZQch55HLsnV5r5dl67icEhohb5EcknXX9iCKWrp0JMJ2/udfglXWZZiVXUtLo++wwdeEnlrkYKOzs9bJHoi2JhTeDyf30ZpHfkARcoV49SHH5o4LeuudW8XGG8kGHE/wZtKyZQ21qTveNkIey3xtJhB2sJLys8TIqh1N3Al5u/56lCoZCbmcR37ciTtCnBdnXrRNr/oZE0Iu5Y8z3BJyRDtXFK+IqMI6g73T1RlGQo75ua5knV4AbNLgSXqLN/zD3+P7jhfPo+hLvCWCjlWdq1oRVWshnQ37toa+Lktq5lrXIqR+g0zInbz8bggRjCq55RnDSrIuKqzj8NoZCfmonqOEfB353bhuEDVCoR1Ztu41h1wu6MYEgr/vYJr2/eZI1oYDyF8guun4mzy19wMiNYCccsgNkUsHQo5IuHhJRo54vVWEfMNGFEZyJv9W34sWgajZADDpD4mQBwg656jy3jBwoFG2zhFyKDm4ZeWfF/2Z3lnxjrVs+mBX0SKPyY8duLXbtm1arui771rnjK7fpa0vOXWdDQQM+1NLvybL+Hq5vWydFVdm8uZFccWVuAe1H6QrgzDv3QCOFxR7Au4+/W7DGuUWeg45tz1zKVlnsD0ybaJ2HMDqn6+m0R21H+/Uhxxr1M9+pkWw27Uj+vDD2BJS+bMwRryGuGmXah5T5LTDMSs+Ny2L3p7wtm57dSydELJ2nH/M+eJ29ubZekQV85KvWZmQy60AFy6Mb2vYRErWseezMy9S1QnmiZeCblBs7dsWcBg2D3UIsLLryy+xPsamcDKuieNaB8u0n93zbEsb3U0OebQ1ofj9+n50+Ogi5IWF9p1gUg2KkCcJeDIxcWRCEMkGHE/wBtjQkEaP/zKgD2uz3kAIYp2vjd/+wpgXHF+TaCk/Ch+t278uJSTrcqV1GIZm58X2gwFC3jK2EXK9urtEyMNVWl+6Z6kolIfXQ5obCXgzrPTZE/K+bfpavhe5gsAXW75w9V3RFHWbP9/nmF9HpZrM9uV3toS+jq+/umaiOr65fkNuprHtGXv5zUZ5WnVbW0IkO9msIuSstECEm9czjpCntQwQ8nzNYoZUHKTcTrYeCSGXe5DzXGFCXtYYSshRUI7J9HFtwvTAcZKsV0QoWY8iQi7nj8spICD7zQs0JuDPCJZ6dhMhh9Mm3ZduiKJ6kaxbydY5Ql7RLVhE6fbptwvCj8J4r170Kt0w5AbxmmG5FxK9uIV8a41zj/eTRx8NOg3/9jftsV//WssVveYa65zRLfu19aVds1Cjt3ueNuGWbrMv7AaAdN+gHSKNG+ddcfX1tq/F7ageo6h3K+07uRtHOEzfMF2MKcb5jO5nUCSwrbIeRrIuA3vr+H7j9bmJWhbs+HGKUP31r0RvvqkR1fff18hYLMGSdZarWxE9u3ap8/YHJwocgvg9PC5YD64ZfI1ue8kF6DhCjloY6OWOa2Tx7sW2hd0wH2V1xiWXxK81bKKqrPP6gL2a55nrVmJkvP/TnwYJOc5vOAgZfFVgfcpBTzPrNpRwCvkPxqZwMpwOcj0X1Cmxsj/d5JCHVazZwhiIOpoi5FOnBu0btFy26wSTalCEPEkJebKCCXl9vY9aZXYgOthZy8fpsCyu+dq8oVgtWhf3uTjh6oFtZdt0IxM9o5NZsi5Hqzl6LW80+C2xiJCzUR9NhFzuP+4ml8wKvBkeagyVrK/dv1YvxGeF0T1Hi9sVe1e42uiikayHza8r0wj5ur0WBCIQCaXaXMvPM/chB3DN3Hz8zYaPmdTzbkGIwhVFNLc844rvMLyxljER59uG3O0hThmnPHI539uTZF1qBSYT8pL6UELO0XHMRTeRGDMijUh4ySG3WzvMjgccP+fDp+XvNswJH6W5KoyE60sv7BaIorIE1VxTwa6I0wknBFufYRxB1jIGT6VfLwktolTXUEeTpkzSW721bFdF//kw3bL+x3/+Q/TQQ0GnIef/moNxnDM6bZrPEOnqWhDa/HpwV+162rB/s22EnSEKQUI2Pt674kom5NgbrIoz2uHdle+K26sHXh1RQUurHHIeWzeSdfP8YMclHJm8x9lFyBEJvuMO7e8nn9SM5lhDjpBbydWd2qXePOMKUeAL6NhRW+OYkLPjxKqbBRNu5Oye0/sc8ffnGz8PIewg5JxaJKuG4tUaNpERcih1eP0Jl0duV+cHyis8LuqieIiQCxk8E/K0YLs0M5AOhTSszCpn8otzhflh1wqNz6u8l24qlfp1erQHnGo1CGCN81so2fxEV7cMBqLYzjnSCfnUwDVl7mTQVNdUPKEIeZIg9Qh5Gr30UhrRHs0Cu+OJH+Kar/36D6/r0lKW8j95zpPisc82fEYr96KCUeLAcnVUj8ZGLReMQUGbZJPT2BFybKbw9hqqsXsER15iIVnX88cDBXSiiZCX1RfrOxvkijnN62nTAW0j7du2r60jaGgHzdLjiuB2gDMjGgMobH5dqeYg2V8wg6jnV6JPeEiEXCLk8udZEXJgc9lmA7FrbLfMVVFEqwg5egJzJIkNUJasc1E1eU5xHvmcrXPonz/8U/9NMYmQmyTre2tCCfn6kvXi70ha6SU6h9wszZej5I0tAoMTKOjWLC3PtTNLzyMPEyHnIlHmnFE5Qi7k6r4GShvn3LLy/VXv620j3dT/wFr6q19ZHz8T9LvvThevK6nVCPkxHUIvrpxqjXRV52y2jbAbqjMH8uS9AOePU25G9hhJvVu6j5Bjnny6/lPx99WDrqZIYZdD7layLoOvFVw7ThFydDOAcYzcbozdPfdQXCBHyM2E3E27VLrgLjFHcZ1hvtgRcjlCLhdus8oj5+fRhcKpxZff10C3PfkVvb3M2AfbSl4fCbAf6W3P4hwhN+SRh6m0DsjXOa45rgeBx4W83wMhFzL4TtlEtQFPiKkNLyu7RJqLP51OLXXuroI9/Lpp1zm2QmO7gX8zzrNZGYC9lguMhmt7ZlerIb2iG9E392qpPBapPe89PEG3LXk/OpKLujW4aJsXq3bLiYAi5EmWQw6jNpnBx7dkSXtasCCN0oq1nKtDuUvilq+Nhe7D1R+Kv3887Me6lP/+EffTpf0uFTKpXxb+0jF3ySvsNkWrx/Hvk3Wf6JGkD//TQGPHBj8LUstkk9NwpJLl5Ixt5dv0xR1FseIlWXdbZV2OkEcK9hzXNlbrUUNs0FtKt1BdY52IHjrVKDinlxYF+WKzs2wdUlAu3hSJATRihN8+vw6RnBP+Jf5c01BIdNNoort66hEemZBb1W+wI+QgQcAVA67QUwTYWLr//iDJMpMiqxxyq0rrHCE/lBZKyFfvWy0k0jhnN398M/29XvtNiw5NjT6HPOBgYCfQ7ioHQt46MkIeae9XNtyiqbLOjge5WjnLLGuzjRHyXBf543aV1g9Ue5Osc5VrpEzMgPChxzyqbeZcRIkdGlgn0LInXP0PN62Tdu700erVbajCp52LQd2NExVr8WtPB0hXq82OURZUy+YidV4J+bxt88RvhAIH88VLhPzjdR8L1RVyVTm3ORKYc8gjkawzrCLk5eVGAxi2zNVXa2PUty/RP/9pnzMcDfCdcpSM6xd4aZdKBTvEHF2/Xtuj563U5sIxrY6xJeRy1wcm5N/t/E6kwMiEHA4p23mKdfvOnrTvwtF03UdBGf19s+5z3R87HNBxgvejeFdZtyv06AS+zi+9VLs/f75UoC/bfVE3XQZfZV/YDcouVrmc28W684EV7FqhcUR8SIchuvOdSTqD9wUoB6xakZphrh31x6FzqOG5LUSznyZ6YSvRv+YQTXlHu31hi0grk1PTjoYI+TwXa3+s2i0nAoqQJwlSIUIOI+X3gS5RpaWapZixX4uQ/7DHvtJ6tHh/5fvC0wijBsW3ZCC3HIQKskCW90ULu5wzq82yw7MdxL9XF78q3ovjmPhNT9rdcmpSy2nsIuTRytUNhLw6ugg5CD0TRvQgjxQtslqIPsraHW2TBNFZtXetHh13koOyLDFcHjl7phH5NFdgdQPb/DoYbxOvEATNgPwi7XE8b4qQm+s36IS8rsJQ94CNCCbkMLRxreG9MKq5cBYX0WJYRcjl+wZCnl1O1XTQMAdwjV354ZXCmWb+TWuHaAZQRFXWbYq67ancRZRWZ0nII8kfjypCHiBGdsZmflaQkOP8WXn7dx7SrBI5osKF3aoyjBHyghwPhFyqtO5Ksm4yvqEM4tSDDz4w9rJ3Agr8gSC5IapuWycVlzZSQ4Z2Dk44tlNIlIUO9A62eQyoTayiLDDk8TgiwqLgFEUmVwfc5JCz0/e5b58T968aeFXE6TpOfci9StZlJRHqpchF0eSuEA88oEU+QVyRaiA7zWIF7KMg0MuXBx8z76+uq1cH5ij26O/WbbKMkMvjvmaN1BWnZQ/hpMA6xvsDE3Lbecrreb6RWcB58MyCZzz1x3aTP461P5L9KJrCbl4wcqR2O3euTMjdR8gBOIt7drAm5AyuZwGH0bhjLtYDOLAh7RRtdq3QdCVFy96213Qk6Wty7agOVWcFC6vidutZRCsnabdSwVWeZ0dDDvlul5d0LNotJwKKkCcJkp2Q27Vjqt2mee5X7FkpohvxwD9++Ie4Rb6r2TDBhvjAyAfE33fPvNuxoIgb2OWc2W2WiBCFSLRkopSkchomKqjKLLfk4Qh5pAXdzBFybHocIZejozIht1I2YPP7x5J/6ETDTXEXJ+T6AiGO3GJ9c77pbueCbgxITeFNB1lwMqSjbXlmmV/nC/RNhWFgtsl9kuwyS5v32Wm5lvUbmJCzXJoNVkTg8NtO7Xqq8LCDpC8vXq73joYiBjmi8DozMFxWOeRWldaFZL1gu07q4BxxkpLyb7pz+l10sKIhLCGXo1Ugr+bcakQlM9Myxe9Kb7UrLpJ1EOyqOlPT4Qgl61hnf3t3kJAjt9lKXWP+nbLqpIKMEfJWLdwzIo6aui3qhvlj/u0sHRZ9mE297O3AChVzlCma1km+/MB41+TS4L55oVGWQ52J6rOI0uu0NdsmyrJOWyZEtNcrLzYT8l4te+nFNM2t0MzOYHZyv7bktYgipAxWYmBvxHXAkdxoJOtw3GVk+HWHGOeRT5tG9NRT2t//+Edo1DoWCGn5GADWJJmUu65eHZijYh8KqCV6FAQJOT7vD38Ivvy224zXJFdb537kTMgt1S1O67kN3PTHTmT+eCSSdRkjRgTbNJaUGAm5l32/dydtTfrt70v0dBdWeU2cSLR6tfb3735H1POErcKJgmDO4A6DHWXeVq3QOEJ+TOtjxD/5MS8F3WKxzvHrjoYq6508npNUgyLkSYJkJuSO7ZjKuhNVtaQGqqdnvnnOIOP2Ivm2e+yZb56hhUULhbT1hqGBUrcm3H3a3ULWB3L3yFePRP47nYiCF8hEScrzTSY5jUxU5EhCTCPkVQfEP26hJMvCefOAZNzsUWej9L7Z9+lOg0hle+LzphIVb+pgiJAD5Zmapd24z5mQg8wO7zI8rGw9VhVt5fy6B14L9E31Ocy1gh009matz9TYs3Mt6zdYSdbZgOjZsqcg5Sd0OkGXrXN+5oABxjZWnDPKbXxQDCmsZL3A6JAJJyXFb9p5aAdt9c8LId3mcR2l8RyBV/9WR8UVew2RYygfOFWiWYegV6FZM3/UhBzGIoo4eo1K2BV1Y6JxYFeQkNupa8xKADlCXt7IhJyjTN4l6xxFtSPkiFyx5FM2wHGMX8iXyLYzKb0C173PsWUl12lgRYwT3LRO6trVT74AyfZVdjLMUz16gihTecBJOOy1kLoM/LpI88dBfPla4o4CGCPMGZBx8zVg5wzG3IokQmoVIcc/3t8ikaxzqyfI3osP7ddJ56xZWuT4xhu1+8jxv+oqSmgOadjq1SiMVd5NzFE9spqjXTNFK3sar0lT0FW+JuU8cpB6JuRIGzI7LCGPd1zPPZDCcLnmTVVh3eyk8xohh/qA9xnI1iOJkMtrVMdeB/R0F3YOmoMgxfXa3t8ho4/rlCPZTmLHIVIbOL3BTrIeLn88mnVOTk3j7zmSI+RnejwnqQZFyJMEyZxD7pi30X8aUaZGuB786rcGGbcXybfdY0zKMtMz6Zsd31geQnZGNv1p7J/E3y8tfEkvouMWvLGBzDsSBS8IECWxASehnAZEhY15WbauR8hjQMgRZePPBgHHODHwN79Olq07VcWNxCjV5akVxgi5QBvN0v7i/X5hVQtu2p/FMiLB+XUDTnE3WVp11X5XXrZ1ONmKkDP5YYPi+A5aRa4fdv9gWaSLwdHvtm2NRZXMknUYyHKEnAm5WylpWf1u2wg5G8pM/LUfv1u77hoyae6MYM4kfy/3Qgfqc4oFMYaxbs4XdQuodbzKBGGw6znkUoTcQDSqjYTcTDTgROM+5LKTiyPk+2uMkvXcTPeEXK+yHoiQM9lmOar82/WIWEC2zmNyUBYp+dOp4bMXLRkUEyW0rDy29bGO1Yq9tk567rkG2lGmFads3tDZ8Do9egIFU35g7Rv1eEhdBn5dpIR8/vb5Yqzw29hZAkkqr62oYeGlAJnXCGlIDnnNIX1cERmU12O3QF0Rvp6GnL1eFG8Dfv5zrX4ACpnBGOYoeSJzSOXq1aEvDEyIGS8E5b9cS+BgZzqwt5lr8n9mt7OEk2Vr2VbRuYEJOap6n68Fz4NwmcJhB1477dLq5P0xYRFylznkMphAQbYunL057nPI7RwCGL/77rN7seaMLV7dh9o3994KjZVyIkIe2D+4QGqIYq55ZIo5N+ucnJomF3XDunMkIt3jOUk1KEKeJEjmCHnYXKj0mrAybi+Sb6vHquurHQnZmGPH0OX9LxcypF8U/sJ1gTd5Y3t83uMUc1hswMkip9HzyKXCbrGQrMtV1iHNlL9LhjmPPB5GqW7AVYZGyKmt5iU/sL5vWNUCF3ZDpXW7zS4WknUz3Mou4bAC7IrHOBFyJkMcIZfrQVgRcju5ulmyjhzwmppQQu72NzUGesaaCbmtoZwX8BQc6kyTf5Wmr6n8vemtg4S8PGO9rg6IhJgwvBJyqEV4/sjGpoFo6IS81JJo4LsQYYVTja8h+bzOW2qUrM/8JM917QrOKy6rKRPHyQTOHCE3F3ZzVFGhp/3K0CrhcCaguBKKGXkh5E6tk5DDjscvu8xPuwKegZYZnUKM/zYjAntXRo1luhGeZ5IQKSE3y9UZVjmnbgqQmSOkkUTIWfkQiVyd0apBUxTtawxo+U1BBUTJ0dc7GXJIuXo1K1nMVarF3GQwIS/tLfZot+R/ycIWNKL7CL39GbcqhGpA1FHAR7MYwWUKhx1wjbt1WicqQu5Vsm7OI482Qs4OAcfxa6PN3aodfYm2OyspfKZ+36ixsrtit34t8/UcEiGvjC5C7rTOWbUWZscL9obKhkDP0CMQEzyck1SDIuRJgmQm5JYEMoJcqFjAiZA9P+Z5UdESRsvbK94O+1l2G1tMIW3AySan0SutyxHyGEvWdUIuVVi3q7QeD6NUN+DMEXLIE1sE8sZK+oQ19IZ3HS7mFrzPdi32dAMohhGJcLJLNhb4nEdFyDueoPdc5/xWJ0IO8m2WTXbs3KC/hiusMxFmYhxeSkrUorErVVU1EA16lzY3GuWYtoYW5wEf7GJIDemeH5AlBxwDQAltiEquzuD8QDa+wkHO4Uc+PcMw/3RCftDY2i7wOs4fx3fLlYJXfad5Q+pzjBHyw2V5rgtKyjnkkFyzI8ySkEuF3cKRFya+l3T6maggjErCW+7cIggTwHmYdpJ1K3munNpx3XXa65CzzAbZvkCudMcWpsqDOKdjneoy+KluzG303qq3ac6Wr2jt+gY9hzyWhFwuYOdWNeK6UJlNH3J2sERS0I3tlI0L+xpIjRnoKhKvOimR5JCiEwvSs3Q0phH9eY2RjEuEvHltb7FHeyH/LFt/45vPdRI+fTpRZaXmnHjlFW2evvX7M6ldlnMfbKd1/vSup7t2Wustz5ooQh5pUTeAbaIlSwL1CDiHPKcg4mKyjuMXcMZTSV/au8e+D7is4uF+3+xIg1ML38lrF2yduoa6mOWQM9y0ggTgWGZHW1m9qdjTEYYJLs9JqkER8iRBMhNyy7yNCHOhokE4QgaD/8GRD4q/75l5j168Jq754rYHa8xPS0Y5DUetmTRX1lbq3u1YFHWDWgGtreTvcoqQx8Mo1Q0zc4ScjcnyrqIyeThDDxEWFHdzyiPnYiqxjJDLsksnY4H7nUZDyGFY4HVQo6CKMsA5eNjs0N5IJuS1x4TKJi+cpUl+IVVnaXtGGyMhd/pNjNrGCto04lyiK66h+9cY5Zi2hpYeIe9ieB1/b0NekJDva4gufzzSCDnnj+M8y5X9DfOvWjJCA4ap/Dqr/HHsH08/GPiQZmVEGVV6hJxq8lwXlJSrrPNagGMNiTCaImJhyUunJeJmSPpEUUEYlYTZwJXnIGTcZoerkzyXUzueeEJ77TffBB0DZQ2Btay18eLG/lFS51SXgehgg9aL+Ow3R9PhW3tS2sCpdIzLzAYcf+H6Qvq+CI3Yic7odobheS7sJkfI3apGXBcqk8BRRtTrYJIQSf44AMdL5bY+BtmvGfGskxJJDimk5JV1laKSv/jdaY2CkIV8RmttPC4+o7eYV17IPxPyxSVzqKLKqLpAxBc5zchDv/aadHr10hc92R3yOr9g5wLXTmuWrDdFy7NIirrJTrZNDV9Rz94N1NhI9PXXkUXIzW3XHMeP525JH/E6uz7gOHes4gmRqwek6ggsoIo97B1WGMZaMReuFSSDv6u83t72PVKQ7vKcpBIUIU8SJHMOuWXeRpS5UNHAiZBNPm2yqJoNw+Phrx62fV3YwlJRITQ/LRnlNObWZ7yZYBOMRtKIPENus7KseJnhu5wIeTyMUjbgdELOEXLJQ+5WtaD3I7fJI4+XRNDOWEBeKhsLTLTdEHKkc+CfmZCDIHJxLS5GhV7D3QMBZm4xJIh2/6n0RZtQdcnuimCHAX69Pz80bcHuN6VRhrh86tLLbOWYtoaWFCEH+HVMyOuaBQn57rrEEHKr/PEQotGYoVX/Bo6dISK6MtHQe5BL+eMgQLs2tySqywnm0wci5FSb57qgpBwhtyvoZmUAOxq/zUq01mJQmvTQVBhmoFo8SD9Io6zYcSvPxbnja5gjlJU+zTDv06lzdFHm/CJqvOIK+mRjeIkBOw8ufPdCnXSNemOUIdXKKkLuVgnDslkvkNcEVkBFur4Lx0tJX+Maavc6CeEKkMUzh3TZHm0PGth+IB3fUZP8/OKxZSGS1+yOmuT4ojOO8Uz+B7YdQmmHOxBlHSbqtsDy9ewQw9rHzl0ZGN97T7/XcF2bUzu8OK2bOofcS1E3Kyfb3ms0Z+5330UnWefvtx0/fDbWR6w72X31dUPuA35Kl1PEY/ecfo+BjMvSdL6OUU/DKg0l2qJukeBoIuRHIhQhTxIkc4TcMm8jylyoaOBEyGDUcYG3Py36k74Zm+HVKLPbLLEJmXv0dsvvSh9eOYXm/GVCUstpdMl6IIc8FnJ18+bILbSsJOtMyDkfKx5GqW7AVZgi5G0DiaH7+7lWLTAhhxRVlqbFM4ecIRsLfG7/fdm/dWPBLSEHSUAeM4w1LmrGETtZtu6UR160K5Cuwt0EJOiRnwvuoh+WNQgyWddsZ0jbO/Nvgox59vWzqU1OW6EkNk8BWY55+hkN1oaWFCGXnSw896qzg4R8Z9V6Q9Xoppasmw1Nnqf+flO1wmIZgTL2V1wj7uNxnqdMTuWWZxoB8gXXZThM9Qh58LvCRbL1om7VQUJuXt/MElVIYx3JSyA6nlF+LI0dbS1BRbSc5yEbvF5rSnBV7/ffJxFpq8nSxmRwr07RRZl97upXuHUe9GoVGiF3KkBmJZv1AryHr39WQ0UqWReOl/0BQt56I1FaaOs2XPPFzYLke8qqKZYKhw9XfSjW0rmlc8WtW5LuNYeU96AhHYaIf0Bm1+UhkteO/QO9pQPkygv5nz/fR40bAhXcjv085Jhlhxiul4U7F4rHXxn3iiGF4+nznhZr4u0n3y6eP7XLqYbUDi9O66bOIXdb1M3uOjmcoTlz646dEhNCbjt+HB2v6EAvPVNg2Pu5D/glfS4xzB0ZesszqRioVaX1WEnWvYC/q6zuyJasH6lQhDxJkOyEXM7bmDWrnu6a0IzaRpALFQ3cErLzjjmPrhxwpShKZFfgze3G9sCZD4RslkwgcFt8T7H4Jz+G114xcELSy2nsIuTRyNXNmyMTRTcR8ngZpZi3f3rSFCEPSNZvGd/XtaNkaMehgpzgN32/S5Ojyoh3RIKNBZ7/HMV2Q8iR/y6/lqPjIMlyUTOOIDkR8nU1gXSVMB0GvtkxT0Qi/L4GkessFyAz/ybImPH3vuo9tlJilmMuKJpnbWhxhPxQF4OThedeXXq5Zuj5GmhH5caYRMhZDgrDzU3kz67lmV4k86oriPJN5xa/C48Hqn/rknW5BzkvZ+itLb5gd1DuHpCsG14XTrJeVaob1mEj5FUljuSFOmuE/JTuwxzXQVZq8Nz0WlMCefJpaUSLFkG67tNVXEN7GyPkYWsYWMHnnC7lxXnAhA8OPKQJMUC6Xh73csj75QhppGBFBq/xkUrW4XjpktdNU2Kgf3tBUKIr0H8qpd/dk361LEi+r5xyZcg44v7EKRPpvLfPo+e3PS9uOQ3BTWvU8Zc20KbNDfTHaV/RL199V9xu3KTVFTCDVVpD2g/RFUDL9y43SF5PP7NW3wd5fLyQf+Ho2qjJ1umYUELOwOveWPoG1TTU0LBOw+inJ/00JIUDt1cP1oogbi3fatjvvDitmzxCHnDQoSWe3TronCoot4v1e5esc00LSTJvOX4BQt6/fR/bvd9qH7TqQR5CyAPP1TbUivMQLwe9HVSEPLWRhALpoxOpQMj5+EaN8lNl5R46rfdzdPXUq8UmELdc7AgJGQq8FW4oFK3S/r383yE9zHljszP48H14/pGzHjF8HxMIM6weS3ZwxBKGYU19TUwj5GaDzxwdtSLkAIzOP5zzB/rNF78xvBZjgbGP1Ci9YUIHuv1JSCgq6fW3KunRXeto22Giiee4r9QESffZvc6mD1d/SLM3z6bTu52uPwfnj15EJ84RiRM7nUj/XfdfWrJHIzpuCDnmLUg5cs3xWvbkMwliyL3I4ciCHI/zyJmQ7z3sTl2yae9uooIsffzCXbde5JiTAoYWKnvrxcQCEfLH7u1iMLRAfjEfRYVptLmqa051jbVCTWM1L90C5OGeWfeIv1HoD+QDvxNOJbt5yhFys2SdDVW7QmNYj0DoxvcdrxNyWa3DEeqdhwKMO2+XQbKu9eYOn5rB1y1UFKxcsSXkJgN4gtWYQLHeewmhMeYlJw1z/G6zUeu1pkSHDhrB+vJLoj88W0U0XHNIdGtp9EKw4w9ROq97l90xeXEeYK+AEgEGO2Trg9oPClEo9Gvbjx4a+ZBwHGOviiQyLgPEBuPJEfJIJevY/196MY0un30cUYcVmmy99BhD15UGC+WMG0BJcPkHlwtHj0yqrKp3hzy2h+i5LdbXHkc54VAtyNYUGlDO8foG4LxgDUc7OHNEE/N6/Hgtug1CDacWriPZVhOOrs3nBe4s1ZRYnCYloUPHRnp48V/F37edeJv+/VaEEPsN9ka0OJTb5vHcDWcjJSpCjrmOuW1ulegqVVA4c7X1Lc2fIcbD6/fDmYix5Bod5vGbUbOO3txGdIZDlUbeB9fuX0tVdVUiDY/ByhbZcWOWrLNaDo7oSNUosSLk2Ftw3rF2yeuJ1eOAm8eS9f3pUa6TiYYi5ElGyJMxh9wOl/W7THjuYUjKi6zVBgqv7dWDrqZ3V74b9rVWj3klZHj9Q6Meovtn30/3zrqXLul7icEIwYX79LlPCy9+rCWCqQJsYNjwYHxjTGLRg1z+bAY2RitFgrnKOoPzz0/teirdccodMVlsQYDwuShYdsYFRbTrLxt1w9cLIFsHIUceOeYXAwYIVyaPd0QCkRVgye5QQm4mejLwHBNycw9yxsB2A4URAdkfCAQIK0fIV67UeuuW73SnLqk70Env8+yG+HqtISAbWrt2+enmTUVU00h0zYWh/djw/YKQo9K6P013RkQ6p6atnSackWYyx/Jku4imXYTcC6HjHHI5/54j1Jf/3UKyXqt9l5vUDFQ1ZpLKxqWdZJ3VAbJE1Yq83Lp8CW0sDc5bO5hbn0VSUwKydRDyLxYWEw2HoroFNU8PvSa4hoF57/LyXTK8Og9gwOP6RRE7mZAvKlokbs/rfZ6InMYKHGmMNkLOY3zqtj703cEVWrRxwzihOkm/8M6IyTjA15JVG1QzrB6zuvbgAOP5BLl6i8wWYj8ShQgrdutEVyZZViSZo+l2EA6xVu1p565hmiJk+EtEewdpKSQo7OojanfiPJpZP1P0Ksda7DS+cJ4OaDdAOPoW71pMnft2Dpm7Ez+cKAqJydfjqxe9Kp6H8gL7elNGyLFvYJ6hTgbOrxUh95IqmNGYT42NPtdBKtkhgIK+MhGWx++/UzR1XN+29oQctgnOG1QG6DrCOeUggbhmQyTrgWg5zzXOHwdBlot3NplkPVBlHU5j8xoH23jSoElR2eLJ+P6uYZzhqYAUon9HR1G3ZI+Qm4HJj6iNW6/WE+c8EZVXzAvuOvUu+ufSfwov50NzHqKXxr5keJ4lRem+dMPGFm00NlUAwwP5tetL1gtjPx6SdQBGj9yeyRwhx2ILiRdXcv5257fi9uI+F8fMKMVvxWaF34j8PRSPgjPCXBMgHM7preWRf7vjW2H0cOsqjkbAIImmr7UbMLHBvOZjCBch5+eQ1yYIeamxoBsDxw5DEFElRMlBZHv2JMrPJ0JbZ1TA9W89U1Sn9xUU2UQX0WGgq2aInva8a0Kuq1bKiyzz01m1IqessKFVWlVGNU9rBigb2TLw/UK6CkKeruVnH9c6Mrk61orJsybbypPlaLZ5zbIr6uaF0FnlkDNRunZvZ3q72Bghb1+QR6+4LCgJ4xGkHGsjG5duJOsyZOMXhvHGr7W5Fo6Qm1uf8XwA0bI611bzIYuLweP3Q7lS3ol69fIJZ4X598t7186DRXTjO7+ixpz9rueeDK/OA+TLg5DLeeTAol0aIWcCEGtCzutEtFG7s4f0pe/mE13yo3V09R1Exc3m0a+WxbF9qAtYXXvcohJrAjuQUPR1zf41IkpuRcgjge4Qe7+nRshH/iH4ZGUbsSTua15CTwXqvSGCO3PTTEcbA0ooHP//dv2PLu57seG5kzufLNYh/N6TOp8kUqh+POzH+uexWgt7qtOeEGtgTcAaZ1fYzUv9htqD+WLvsbp2rcC/FXMca5LdHIe9Ey5dCfYCouQYI+yDfD1i7YXtgDZ6su0g55BDeRHPejJOYCfIjuod9Pi8x+l3834XsnbiNzyz4JmQ97p1fCXr+4vCOMNTASqHPEmQKpJ1K8h5oJwLZfWYl9favd8LsED/eeyfxd8vf/+yIecWns7nv9PIwnPnPxeSA56qF3TEeeTlO+JS1E3+DjOwYXJ/WLlKNcgucFrX0yiW4Gqn3B8YG7JX7zU2XpA7bMrzt8/XH2/KDRhGDTz4MOo4P9ItIefXmiusy9ALu+3W8ueQl8uy9cJCWL7p1HpRmNY93GEg0Ptb7wXuAL2GgC/QNtACdqoVlnEL1YckL2TU7Zd6kbfRepB/8UEfV725zVhdsVr/Pq/tGe2Kurk1VCG55Si7uUI9cN6p2uecNHo35bbRXjfrszxPBSVZScRzJKxk3aGIE6+5WFOsImaWEfKAUetUU8JqPmAsb77Z1AXkUGfRFcCuDzvvM9cNuZaG73s18KjPckydFFNeC1JaVVpHoUhWvcSakJsVGdF00ZCji4ey14kc7A7HJK7ritO1p+ePB4q5yX/LBbuiJeS6ZH+AxSRrXqL9kwClklzoz46QA4t3Lw55jvcekMafnPgT8TfS8xhy/ridLD4Rhd34OrEF1v3KQES/Jt/x2nX6fjuHANYVJuRwzDjh+A7HG/ZBeZ70bNnTsBbgPq5xtNfDuU9EQTfMpV8W/lL8vatmFz0277G4p5ImE/wWhT5TDYqQJwlSmZAnMxDRvGrgVXqBNxg9KAoDGTsMzpbZLemWYbdETf5TFVyBGtEw5KrFI0JuVWEdABlmksyydXg5YVDhuZO7nEyxBG+Oc7fNjUiuDsC4sWp/1tQFdDjaCDljrAm5U2E3QcjhmKidQL1b9raUWj46YArRmgADZELuMlcbjrBfdZ6ity6T8deL/mrrKNNl3KaoMQBjbsb7MiHXDLKKbX08GXuM0vpSV6+zinrrknVz2zOXhI6vTRBzq7HmiF9Vxi6q9Wnf1bKZfRqDFVjOzA46OyLNEXKnIk5MJsJFx9moxXUPo5YNWpbnmvug43y8e/m7+nzA/oncdb1+ZyBCDskwPxauD/vEwROIPphCObWhcygnPYfSKM22bRc7D+wi+YBM6K16kUMai5QakOVoq/+bYXYARSNZl6OLTG4i6Y8eT/C1p1dYbx8k5HJhNwarQSIl5MEaEBbwRUYeTuwcnpBj3WAnD9IdUAsGaOr8cQavFXaEGPP/0bMetX4zXzpLb9RuawpcX7tuCTkcqVhfoIoMN9Z6PZXipY4F3VhZxo4GOBSbuuUZV65nO+Rohd/BGZ4KUIQ8SZCKOeSpAkTAkTu2YMcC6vBsB1F86Y/f/VE8B9kXZElHKzh6DZk4FrPs9OyYRHkNERi/ZrBYQW99FjCgvtuJJqREg9sPjrnUjgk5cvjceMjtYEXIm1qixtETFHaDkwlVe90SchQwYoPFyijhCDnGggnIkKHa+G3UeDy1OHYxbS7bLBQOH131Ef3mjN/ohv5VQy4LfphHQg5cPXQC0Qtbif41h7otepsGtRtkyK+1gi7jNkWNmahReSghp/19PBl7jFYZ7siMFUnRi7qZIpZyNNiOlIPQsePKKjoufydSM5AG4rVSMcBST07jsYuQyzmbIj/fAhzxdUPIQbp5PZLbB6GQYn2DltOFc9S2WVvxnZwuAiBnXS8k52sg6vJd8G9fg6s+7KejRuOaCdTsr1vpyxvm0GWN7xD96wvKretJ1Q3VdNkHlxnadpmjm0ixyc/Kd1Ul3SpCzvMb0fFYRzXNxxWtZJ0JOQgOHHxhI59NDL4O5IJu5gi53BI12gh52GJlEZAHc2E38/cBOO8YCziC4cxh8t7UDuKQCLmF1NisgGN1nA5M+aKTifb3N7RrdHPthqTR2ETo2YGEcc5MN32/jWMac4jtF16XzLVXzHnkbA80RYTcuXL90YndHtsaJwsUIU8SpGoOeSoAxuvl/S8Xf5sNRxgT4aRjRwUhD2ySIE7RFiHBuXxwzoP6/Q9Wf2BpwFpVWuf88VjL1a281U5FXZwAgsBSNia2ekSiiSPkIDzw+DNkkmJHyFnGiWiq1eu5EjOilExAfru/p952C9jb/W/i9ooBV9D4fuPpwVEPCmeOiEA0CxDeCAl5b9jEkLtvPYtyNlxDP+2iVSV+fenrtHrfasv3WLUCMxA1JuSQq7fcqv194DhPxh5jQO4A8T1u5ckyDtZa55DL0WArsv3wqIfF83b54+YIOSsmAK+OLXP01I6Qw6Blsm9nAHsh5Fatz4A5W+ZQIzUKRcsdw++gawZrhThRXDGkv3r/QB/3wR9o9wdO0e4H5q5TH3aoQHJyiEpL0qlz7VmUuXYSUbMyqsgMzBeH3uLAZxs+E+MLI3z29bMdU6DkXuTclnNhkdabeniX4RRrmJ0y0UrWMSc4J3tDyQbhUHphzAuUaMjXHlRxcg9yBpNz1OBARBnnnwm5FdGKNwGwey8XdpOVUFxFnHPjR3QfIZw3uAXmbZuX2Ah5GEKMPfMfP/xD/I1rBNfHLzu+QzTtn0SNaURdFxGd8Lr24owqzaEWgNO16zZCvm5/+IJuDKhUuDMJO/GtepBb5ZGzwqcpHPSROIOOdHRKMsWOWyhCniRQkvX4ehDlaOaRlncSDVhOzlLaaOXqLJ0yb4hWBqxVpXWOkKPCeqxh9lZHIlnnxR7VyDF3QBYMEYkmMoCY4Kzau0o3vhBhNEt7ZTAx47xeK7k6xufGjwKSQQn7qotESyNBbLIO0frsd8TjPz3xp+IWedtndD9D/P3tntmUB76ZVUHUXJsHnXOt0xasgMJxHCDcsIHo9ktPp5ytlwkD+9ezf+1Jsq4bceXdgv25UbQLvbkrOngy9hiQOz5/3vNho9lWqS92OeQMELetd27Va1pcdNxFej9ig+PBJkIOMg3HCAOFC60KKnoh5HZV1uXnrCJiKDgI0uOFkJtbnwGsYDq/9/ni9sqBV4rbj9Z+pEt0RdupQNstyz7ugbnr1IcdBeFODmTJLFhAtGZtA9EFd7reN17/QSMSNw69UaRKOaVAIacecwfGPkfT5Ah5rGFWZEQrWZcVRutK1jmufSDIH1zxgaFOy4dXfBgSUee55Kk/vMO1h5QL7GtYE2U1FNYI/H4oQODgw17FxRaRNtHUBMDpvayEQmE3BpR+mH8gjOxkZuff/B3zExoh5zG0IsRwfNz1+V3i2NFxZ2TPkeL6uLzvJKJlNxFtCrSN6x7Ihe/9pcGZ5nTtuvl+ea66UcdhDrEjh/dMJyWF3vqsbHOT5pCnajQ4HvA5OMNTAYqQJwkUIY8fRKugCIswHekwF1yLpqCbk3TKzvEhR8ghsWXD47Ru8Y+QO1VZdStbRz/yREjWYczC2IJRyaqCcJFQfh4kHji21bEex89PdOFtRGPuovq0CkovO472Lx6pv+bcXueK2ze/mU1VKHgeaHlG1QU0pG++q1xtvObKK6Vc4ACqP32CqDGdPln/iV4DQIYdUdWNOLQfapQW1xKMfdDwd2PsWbV8NH8fWus5VXm1a3smQy5oef+I+8VjU1ZPEeSNHQ9d86zlwYiW8TUV7nvsYI6e2kXIwxV2gxID8wZRe/mYvEbIZ24OEPJjNEJ+erfTxWeCRM3aPEt77Ayt7ZZdH3cg/cK7xOucIGTrAWXF2up5RAXuWtHBKC7coBVY+NEJPwr7O5FzynMHsnX8ljX71sSNkMsOIDiUYpEOpBPyQNTxT4v+JG5vOeGWkCKpcKLIdVquGHiFcDzNunYWTe4xWdwW31NM/5n4n5BrCiTL7BSyegx4ffzr+rXHSiBEmWV5Mq4RjpIjgs4kC3PKqiCkG4SrAREpeUAFdXMeOdspHBWX//5m+zfCcclOWlYxJINk/T9r/iPWbjgJnzr3KUPLuDYjphIdOzOYR25ypuF5vC6a73dbYd2pwKldDrk5Qq5L1psghzxVo8Gxhu8IaFesCHmSQOWQxw9ee8QeTTAXXIuGkHvppRxCyCv3CC80cqGxqca6qJE5WoA8VBgGkYLbn7HyoqkjEjAqOer49davPRFyVIi3MirCSt+w3+XuIzpRiwQ25OylKx6cphPtc3trhHzR3jlaT/aAXB1ycTfVckMKc8nY35doya3iz3tn3afLfMNJ1kV/4K7gZBnGQnGCkGuR+G7dtNd5hRzNfva8Z8VjyOcf1WOU7Xv0HHKHfvEyzuh2higABgk6IsLhIuTmtm9uv8cpv9gp39gpQu5Vrm7VzxfGLQgT8k1H9dTOK1JqOAWJZesLiuZRQ+5OywJaAj4/NeTuEK9zQ8inTSOqy3K/b/x7+b+FcwzOArfKGz2iVrpZOCKxPiJCGw+nnkzI4XCJRY66XtjtwHrRpWPammni/p3D73RVJBWP41oZ2WqkuMV9s0IEtyDq+Of0GDsXcf0xrOTqDC7yJhPyaCqsu6kBEQl5sKq0Lhd0kwuQoU4OUvIQ9d9ftT8xEXKbom7Ib0chXeDe0+81pjBBlj7W2ZlGY+8yyNcjlqx7iJDLeeQo7IbP5Fa5VnNFXrvkPuTxhldnEJxAGAMrhYobx1eyvr+rRa2OVIOif0kClUMeP3jtEXs0AYYaKjaX15RHLVmPxPEhR8hluXqsixpBiv2Lz36h34fBgrx2GFGRLOAwIEEMkFsGYzQRfUdhrH2+6XOau32uJ0LOMEvWPTuksg+K6MVP/jiFxo+fQEPbDyNfTUvy55QRdVpMVBCIkJd3FyQbQ4oCauPHW69zhsJcVvjqYaIh/6ZFRQtFtAX56yGSdRNR5f7AcAYI2XrLgJOgIYsorUHkqr/wQuTrLkez8Q+kDFE5EGd0brCC3ofcZeQa18H1Q66nx+Y+Jj6fI192OeTmdSySCLksZwahd0qDcIqQ6xXWO3og5FKUSZarIx1Cnr9XDrhSRGT/u/a/QrYeK6fraQFhThns7pbu9gOsXS98p+VP3zT0JnILOFoQMdxSukWv2xCP6LiZkEdb0M28fqD+yG9m/0Y4JLAuDu4wOKrP5WvKDKfHUMTwN1/8Rjhobj3xVkOEnKuqy9ALuxUv0+dwVC3PpBoQUBnJjk0rpxXIA8h4uL0HkXy5sBsIJ3qOA2f2CBJypKVAVQbFFvLIE5VDbhehfv7b52lr2Vaxbt13xn0hjuCSOmdnWkmd5si3mgOW65GFgxDrBI7BS/0YOULOaxJsFuSWm8HzB2PF5LgpJOvsDEJKIL5XVrjxfVS2R5ADewMIPN7zxDlP6Ooefhxw81iyvj89RSPjDEXIkwRKsh5/DyKMdru2NHg+VfNOogV+e/k+jZDDCwzpciQLWySOD7nKerwKunFeu3nsOa89Eq9qQU4Bndz5ZFGICVHyRBhAHHlkeW+0hNyzQwrRC7+PSk6+i76aO15IYf2bztZ68faeTZSh5fdyQTW5gNpZFnZV2Dzuio5EC+4hOutRYXyP7zteSFFhaLFCwYqoogf3Pf+YSs9sCrZxo+PfoPRjv6DJA16kCV6adDtg4sCJwsBHEUM7Qs6SdS+Vz68fqhHyzzd+LqTOwO6K3bbXaefc2EXIneTqMtnYf1iLyMUqQg6DGtEoXa4eyB9ngKCj/gTOA4x9yPndINwcx9yESk04yLedSVTeVZPNcqTOBJClyTMn6/cf+foRQQrcrCdyhPxAtRbRO6VzfAi5PA9ikT8uHJyFv9Al91wtHmtiIgAHDdaEL7d8KdZirMNOEXKWrON6ZVWYVRtHr8C4Y11ySyrCgQu7oYgbVBQYO6R2geiZC4uN6DZCI+Tb5yVVDjkcCX+Y9wfxN6Tq5kKisVQwOkXIEbmGnB/XgluiPKj9ILGv4XyyMsGu8B++G+oTrFtsazSVPWDnDHJy/ETi+EqF96cylGQ9SaAIefzgJCc7EvJOojWs5BZDv/r8V7YV0cPBbS9l2fEhR8i50nssC7pFktfuNY8ceaxMSJoyQm4mOl4JudmwiCQPUhCVgh301eZ5GqHeop0T6v2FQbLuhni7yuNecDe1yuwgnBB/W6xVegcpAxDJtcqZxFx+dvsVRJlG0taYWyQej1WHBZAC4IvNX1gS1Egk6+w4gTwY8xXST+Cnn/7U9jqNZYQ8HCHn18Ixxf258Q+R7RXFK2wjlE5zlI1lFIQDwZLzx2UifHwHTU76f1/+Hz0+7/Go83WRTgElBavVRKX/Gdq+AceTFWDgm0mD264dcuszLug2vGvsK6xbSdZj4eDkwlUynvv2uYR0LIEjB+shovTT1k4TKR68r1nNPxTlxBzCdbpg54KYRMitakCwZN/qMbfQ88h3LQ62O+txZoiKjCPmII6J7kMuK2bgKEEnEDjauUNCvBSMToRcrrDuVoGHmgKcggJVll3+uNWeCueE14Ka0YDTPeS6DFYdHhSSF4qQJwlUDnl8YddS6EjIO4nWsEKPXTcV0ePh+GBCXlVfJWSHeF0sZZuR5LV7zSP/dP2nes/mpiyig3xTmTx5IeSInCDKH00epAF5uzVCvVnLI6du3xC1XWtJyO2It57vbfPVIt+7Qx797tyHxf1Hv35UEFyWqyN32mxoxdMhY8ZxbY4TEkdBCgL5tDIQ2eJ+8V6IMq5DLkbkpXNBJD3IzYSNDWy743pp0Uvi7zlb54j2eB2e7SD+jXlrjH5+z/zXmZ7WElZuvLPiHSHxh2GLHFnzd0/fNN3V57lxutrWL1gzgeiDKcb6AwGHgBW8zClI1gFIkBFFRCTOi5ogEZJ1Nz2PE9WxhB1ikK0jooxjxP5iRUpBtDgHnjsBxIqQxxpyHrncf9wMtMsDAcR+xiloiepDDiUQ1js4mt5c9qZ4DHuLFRGOxJEfSds1r/nj5jxyVLcPp6SQ51BTFHRzU5dBIXWgCHmSQOWQxx9WBWOOVg9ivIiKV8cHJHmysQiJWCQkIhEF/VDACVW1OS8YufhO+bbxLOzmlZBbtTwL1wvbCWed2EkQ6i7NjtNytTNqibouNBDycAXUON+bXyuD7yPf+ycn/lgY05ARPrPgGduCbvF2yNjJ1gHI1u2i414i5HydWsHuOo1lUTe7CDk787jIEQNSc3P+plcHH0eg3lj2hrg975jzDATY6ZxYwY3T1bF+AUj5C1uJ/jWHHuj/Dv1xzB9DIuORzCk23rlnPHKvrXJTY07Io5CsN/X1FAkhh6oCKhU7uTrD/JxT5DMZCDkcN0wK5QrrDEjB5f0A10ys6gW4hSgYGCDWiFJjbQJuGHoDndzl5LgrGHm9wrpktl28Vlg355Hzeus2Qt4U+eMKRxYUIU8CwDtfrjk0aeXKYLRcIfaIRjp2JCGehpVXx4e8caH6aiyjK/Es6AcyjirYMuFt6sgQGwvAweqDjt8vV5V3OlZ5/N667C3KT29nK9nF420yu9FZvc4UhPqlF33BKDkjr0groBYg1E5OR6RzT5lC1MXErRE5x+N4HnnjKOgCPLvgWZ3o4XHzb2rqDguybP2v//urLuMGmLyiYvg3O75xNVciuU7ltImyqlDDNBzys4LkraquKuT9bqKk5mP04uDjCBQ7uridnutuAAFc2f5K17LNsPULIF/fehYNaJjk2tAON6cQvZV7xqOVXbzWD5no47xG+j3J3LEERAnkFc6Sp77R2mqJfuM2v3Vw+2Dxuay0LNF5IxmBfHcQUxQOxdhhHYfk3gpyFBlV11E0sCn3JHS/YMfvvTPvFXVhcBy8XsdbwciOJ6w5n234TP/tuOW0EHQA8XJOOELOKK8ut31/r1aa6oWRCKWIQuoiJQj5yy+/TD179qScnBwaPnw4LVqkXVhHApC31rMn0Wat8wbde692303PXgWFSBFvw8qt4wNkClJ1BjbRSHPYrRBLOZwZOEbumw4gUhvLY3fz/a8v1VqQAZ9u+NT2+/HYNVOD+XvIe3c6Vh6/a4dcS/+8/FWtAq6ZlOO+j+hvlwWjFyDMF51rlMLTlVdT+uSeorCam/ppeM3WrURz5hC98452u2WL9rjcBxyRDqQ6vL/qffEYyK/5NzV1hwUUiQLhhkF422e3CRk3jum+WffRGa+fobed48fDzRWv1yk+76J3LtIf/3DNh57mJF530mtaziqAvu/m97slxJE4+GQZPOPBOQ8avt/tOenWrJtr2abbPvR4XazmFHKdOdUl3PUbDfB5A/4yQL//7sp3I/6eZO9Y0r9tf0PxRKwNVr8V97kyPlDbWEu9XuqVkPz3cJixcYYhFxlr3rF/OtbyWOW5jnPgdp2JBfAd+C4+92+teEvcXtL3EoNqJ14KRnx/nz8Ho9/j3xuvr724XbVvlXj8d3N/5+mcmNe6X07/pe2ceuDLB/T7SONpSntAIfWR9IT8/fffp8mTJ9PDDz9MS5YsoaFDh9KYMWNo716tzVAqg4vImKVybnr2KihEg2QwrFj2ilyzWOSwN2VBPz52ztWLx7G7+X5z8Rqr7+fXcms2r8cKg+g/E6dQV3P0oqCreFw2mPBZn5UEdOdRFFBDFB2V2CdN0m7NUXWQGTd51fF0yJjB55n7vMsGHaT15iJYbs6/l+uUv39XxS7P3yMfP6cA2L0/muin03vt5jQKPsrf7/actMpwL9d1Vb8gkG4RiznFvxXRuniuH/w9ZlIR6fc05fXkFfgtb694O+Rx82/lcxJtakVTwG5NsVvnn/nmmZDPaIrfZTfPgPdWvud+3Y9QwWj3/bz2Rjr/8fyP/vsj13OKq9t7/R4FhZQg5M8//zzdeuut9KMf/YgGDBhAr776KjVv3pxefz0YGUpF2BaRCbQHAtCzV8nXFeKBRBtWTVlsK9YF/Zry2KP9/lgdq4he3GWMXmw1RS+a6rx4yatuqg4LXmXcVscazXV6etfTozr3XsYuGied3Xu9fL+bc4LnB+QGo8Lh4LZ+AV4X7Zxq6usklt+TrB1L3P7W2vrahK7dyb7Ox/o4GYnaD+0QyzUxleaUQnIjqWt619bW0uLFi+k3v/mN/lhaWhqde+659O23WoskM2pqasQ/xsGDWh5aXV2d+Jcs+PprH+3caX/6uWfvnDn1NGqU+4WmKcDnMZnOp4L3cXru3Ofo6qlXC0NK3kzYsHr23GepsaFR/Is1vt72tavc2Dmb5wjZabS4+NiLadzPx9H8HfNFmyxUokbfVhiOXudxrI/d6/Xk5fuBWB7rGV2COfPmudFUY+r1ezD27014jybPmmyI/sJBg2sAz7s993ZjFe6Y3B5rpNfp3K1zozr3Xs4prhsU0ENlcLdGMI4V5/vUTqdanmuvYxrunDw9+mlK3+bt2r74YqL33vPR5MnpVFQUJJtduvjpueca6OKL/cQfF82cStbrxC2a4nqK12/908I/Nem+Ew0Suc7Hcu2L9zmN19qbqnNK2efJB7djkdSEfP/+/dTQ0EAdOhiLqOD+2rWBljomPPHEE/Too4+GPD5z5kwRWU8WzJ2LaF0wV88O06cvpcpKo4QwWTBr1qxEH4JCFOOUTdl0X8/76O9Ff6eSuqB8r01mG7qlyy2UvTmbCjcXxuWY5pbOdfW66fOnU+Wqyph+dz7lUyVV0uerPk+qY3d7PXn5freIxXluqjGN5Hsw11/q/RKtrlhNpfWlQs6MCGr65vSI5rh5rNwek5tjjeQ6nV46Parv8XROW1XSdW2uo6cOaYWz3ABG6bWtr6XPZ3wekzENd06ab2se0R6VnU300ktEq1e3odLSHGrVqpoGDCgRkfFC0zSJdE4l83XiFvG+nuL1W79cqvW1T8S+4xXJus5HuvbF65zGa+1N9Tml7PPkweHDh1OfkEcCRNORcy5HyLt160bnn38+5efHrp1StGjRwkfPPx/+dWPHHk+jRg2lZPP24GI/77zzKDMzM9GHoxDFOI2jcfRI4yOWkeN4osW2FvT8tvAXwNgRYxMeqYj3sXu9nrx8P9BU57mpxjSa77mYLqZoYDdWbo/Jy7F6uU6jPfde34/jGbZ2WEiUFH2AQb7lPHDIxxE5RSE+O0Ry/E7nJNo9CtFy16/1OKdS4Tpxi3hdT/H6rWcffzYVzi5MiX0n2db5aNe+eJ3TeK29qTqnlH2efGCldkoT8rZt21J6ejoVFxuL4eB+x44dLd+TnZ0t/pmBiZlMk3P0aK2IDAq4WeWRI28Nz48enZG0vcmT7ZwqRDZOmZRJ5x5ralUVZ4zuPVoY6ih6YiV75TxQvC7ZWtPF69jdXk9evh9oqvPcVGOaDHPHPFbhjskOXo7V6TqN9pxE8v6JgyfS5QMvF5XTUawN+eFcc8L8WLjfFunxh1u7knGPOpquE7eIdpzc/tbbh99OLyx6ISXOSbKu817Xvnif03itvak+p5Jx7TtakelyHJK6qFtWVhadeOKJ9MUXX+iPNTY2ivunnXYapTK8FJFRUDjSkKzFgVLh2L18f1Mea1N9V6LPv9djskMynZNI329VFTmSSsnJOKbxwtF8ncQLbn9rVkZWypyTZF3noznOVFp7j8Q5pZDcSGpCDkB+/tprr9Ebb7xBa9asoZ/97GdUWVkpqq6nOtBXd8oUFI0xPo7IOB5307NXQSFVEevq50fTsXv5/qY81qb6rkSffy/HhCro955+rzi2ZD4niT6nif7+psTRfJ3EC25/ayqdk2Rd56M5zlRae4/EOaWQvPD5/VaC6eTCn//8Z3rmmWdoz549dPzxx9NLL71Ew4cPd63dLygooPLy8qTKIZeB1mbz5hHt3k3UqZPW6zSZI+PIUSksLKRx48YpSUwSI1XGCe1AvEpcj6Rjj2acvHx/U57npvqupp47bsbK7phS5Zwk+npM9DXVlEiVOREvxGOc3P7WZD0nybrOR7P2NRXitfam0pxKlbXvaMJBlzw0JQh5NEgFQp5qUBd8akCNU2pAjVPqQI1VakCNU2pAjVPqQI1VakCNU+ry0KSXrCsoKCgoKCgoKCgoKCgoHIlQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQHIoCMcfr9f3B48eDDRh3LEoK6ujg4fPizOaWZmZqIPR8EGapxSA2qcUgdqrFIDapxSA2qcUgdqrFIDapySD8w/mY8etYT80KFD4rZbt26JPhQFBQUFBQUFBQUFBQWFowiHDh2igoIC2+d9/nCUPcXR2NhIu3btory8PPL5fIk+nCPG2wMHx44dOyg/Pz/Rh6NgAzVOqQE1TqkDNVapATVOqQE1TqkDNVapATVOyQfQbJDxzp07U1pa2tEbIceP79q1a6IP44gELnZ1wSc/1DilBtQ4pQ7UWKUG1DilBtQ4pQ7UWKUG1DglF5wi4wxV1E1BQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFzBM7Kzs+nhhx8WtwrJCzVOqQE1TqkDNVapATVOqQE1TqkDNVapATVOqYsjvqibgoKCgoKCgoKCgoKCgkIyQkXIFRQUFBQUFBQUFBQUFBQSAEXIFRQUFBQUFBQUFBQUFBQSAEXIFRQUFBQUFBQUFBQUFBQSAEXIFRQUFBQUFBQUFBQUFBQSAEXIFVzhySefJJ/PR3fddZf+WHV1Nf3iF7+gNm3aUG5uLl1++eVUXFyc0OM8GlFUVETXXXedGIdmzZrR4MGD6X//+5/+POo2PvTQQ9SpUyfx/LnnnksbNmxI6DEfjWhoaKAHH3yQevXqJcbhmGOOod/97ndifBhqrJoec+fOpYsvvpg6d+4s1riPPvrI8LybMTlw4ABde+21lJ+fTy1btqRbbrmFKioqmviXHL3jVFdXR/fff79Y+1q0aCFec8MNN9CuXbsMn6HGKTmuKRm33XabeM0LL7xgeFyNVXKM05o1a+iSSy6hgoICcW2dfPLJtH37dv15ZQcmfpxwXfzyl7+krl27ij1qwIAB9Oqrrxpeo8Yp+aEIuUJYfP/99/TXv/6VhgwZYnj8V7/6FX3yySf04Ycf0tdffy2MnwkTJiTsOI9GlJaW0hlnnEGZmZk0ffp0Wr16NT333HPUqlUr/TVPP/00vfTSS2KBXrhwodhUx4wZIxZohabDU089Ra+88gr9+c9/FkYO7mNs/vSnP+mvUWPV9KisrKShQ4fSyy+/bPm8mzEBcVi1ahXNmjWLPv30U2FA/eQnP2nCX3F0j9Phw4dpyZIlwuGF26lTp9K6desEkZChxik5rinGtGnT6LvvvhNEwww1Vokfp02bNtGIESOoX79+9NVXX9Hy5cvFNZaTk6O/RtmBiR+nyZMn04wZM+itt94StgUCZyDoH3/8sf4aNU4pALQ9U1Cww6FDh/zHHXecf9asWf5Ro0b577zzTvF4WVmZPzMz0//hhx/qr12zZg1Cff5vv/02gUd8dOH+++/3jxgxwvb5xsZGf8eOHf3PPPOM/hjGLjs72//uu+820VEqABdeeKH/5ptvNjw2YcIE/7XXXiv+VmOVeGD9mjZtmn7fzZisXr1avO/777/XXzN9+nS/z+fzFxUVNfEvODrHyQqLFi0Sr9u2bZu4r8YpucZq586d/i5duvhXrlzp79Gjh/+Pf/yj/pwaq+QYp6uuusp/3XXX2b5H2YHJMU4DBw70P/bYY4bHhg0b5v/tb38r/lbjlBpQEXIFR0DicuGFFwqZpozFixcLmaD8OLyo3bt3p2+//TYBR3p0Ah7Qk046ia688kpq3749nXDCCfTaa6/pz2/ZsoX27NljGCdIz4YPH67GqYlx+umn0xdffEHr168X95ctW0bz58+nsWPHivtqrJIPbsYEt5DU4jpk4PVpaWkioq6QGJSXlwt5J8YGUOOUPGhsbKTrr7+e7r33Xho4cGDI82qskmOMPvvsM+rTp49QBMG+wLony6WVHZg8tgVsQaQvgrPPmTNH2Bnnn3++eF6NU2pAEXIFW7z33ntC/vfEE0+EPAcjNSsrSzd2GB06dBDPKTQNNm/eLGTQxx13HH3++ef0s5/9jO644w564403xPM8FhgXGWqcmh6//vWv6eqrrxYbIVIM4DyBtAzSTECNVfLBzZjgFsaqjIyMDGrdurUatwQB6QTIKZ80aZLIQQbUOCUPkK6Dc4+9ygpqrBKPvXv3itxk1A+64IILaObMmXTZZZcJmTMkz4CyA5MDSHtD3jhyyDEeGC/I20eOHCmeV+OUGshI9AEoJCd27NhBd955p8jfkvOFFJLPi40owh/+8AdxHyRv5cqVIt/1xhtvTPThKUj44IMP6O2336Z33nlHRIWWLl0qCDnyJ9VYKSjEBogETZw4UUSK4KxUSC4gWvfiiy8KZz8UDArJa1sA48ePF/nHwPHHH08LFiwQ9sWoUaMSfIQKMiFHLQZEyXv06CHqLUDdCtvCrG5VSF6oCLmC7aYJD+mwYcOEZxr/4BVFcSP8Dc9abW0tlZWVGd6Hqo0dO3ZM2HEfbUDlZ3hGZfTv31+vgspjYa6mqcap6QF5JkfJUQ0akk0YOqxAUWOVfHAzJrjFWimjvr5eVIlW45YYMr5t2zbhTOboOKDGKTkwb948MQ6Qy7JtgfG6++67qWfPnuI1aqwSj7Zt24qxCWdfKDswsaiqqqL/+7//o+eff15UYkfxZRR0u+qqq+jZZ58Vr1HjlBpQhFzBEueccw6tWLFCRPH4HyKxkNfy35DdIieWgaq2WKhPO+20hB770QRUWMd5l4HcIXhJAbTYwoIrj9PBgwdFHp4ap6YFKkEjB1JGenq6HolQY5V8cDMmuIWhAycm48svvxTjipxLhaYl42hJN3v2bNHeR4Yap+QAHJGo1i3bFojkwWGJtCtAjVXiAYkzWpw52RcnnniisgOTYN3DPyfbQo1TakBJ1hUskZeXR4MGDTI8hnY/MHL4cfQFRbsF5HUhEnH77beLi/vUU09N0FEffUCEFQU9IFmHMbpo0SL629/+Jv4B3Dv+8ccfF3nmIBhoWwID6NJLL0304R9VgPf697//vYgMQbL+ww8/CK/2zTffLJ5XY5UYIE9y48aNhkJuIAlY1zBW4cYEESPk7N16661CygnjCBEKKCGs2jkpxH6coBS64oorhAwaLbIaGhr03Eg8D3Khxil5rimzswRkAY6vvn37ivtqrJJjnOAkQaQVucijR48WrbXQOgst0LjApbIDEz9OSB/AWKEHOZwlULO++eabwr4A1DilCBJd5l0hdSC3PQOqqqr8P//5z/2tWrXyN2/e3H/ZZZf5d+/endBjPBrxySef+AcNGiRaMfXr18//t7/9zfA8Wjc9+OCD/g4dOojXnHPOOf5169Yl7HiPVhw8eFBcP927d/fn5OT4e/fuLdqS1NTU6K9RY9X0mDNnjmj/Yv534403uh6TkpIS/6RJk/y5ubn+/Px8/49+9CPRMlKhacZpy5Ytls/hH97HUOOUHNeUGea2Z4Aaq+QYp3/84x/+Y489VuxZQ4cO9X/00UeGz1B2YOLHCef7pptu8nfu3FmMU9++ff3PPfec2LsYapySHz78L9FOAQUFBQUFBQUFBQUFBQWFow0qh1xBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUFBQUFBQUFBIQFQhFxBQUFBQUHBEj6fjz766KNEH4aCgoKCgsIRC0XIFRQUFBQUjkDcdNNNdOmllyb6MBQUFBQUFBQcoAi5goKCgoKCgoKCgoKCgkICoAi5goKCgoLCEY6zzjqL7rjjDrrvvvuodevW1LFjR3rkkUcMr9mwYQONHDmScnJyaMCAATRr1qyQz9mxYwdNnDiRWrZsKT5n/PjxtHXrVvHc2rVrqXnz5vTOO+/or//ggw+oWbNmtHr16ib4lQoKCgoKCqkHRcgVFBQUFBSOArzxxhvUokULWrhwIT399NP02GOP6aS7sbGRJkyYQFlZWeL5V199le6//37D++vq6mjMmDGUl5dH8+bNo2+++YZyc3PpggsuoNraWurXrx89++yz9POf/5y2b99OO3fupNtuu42eeuopQfAVFBQUFBQUQuHz+/1+i8cVFBQUFBQUUjyHvKysTBRlQ4S8oaFBEGnGKaecQmeffTY9+eSTNHPmTLrwwgtp27Zt1LlzZ/H8jBkzaOzYsTRt2jSRi/7WW2/R448/TmvWrBHF3gAQcUTL8R3nn3++eOyiiy6igwcPCnKfnp4uPodfr6CgoKCgoGBEhum+goKCgoKCwhGIIUOGGO536tSJ9u7dK/4Gye7WrZtOxoHTTjvN8Pply5bRxo0bRYRcRnV1NW3atEm///rrr1OfPn0oLS2NVq1apci4goKCgoKCAxQhV1BQUFBQOAqQmZlpuA+iDKm6W1RUVNCJJ55Ib7/9dshz7dq1MxD3yspKQch3794tiL+CgoKCgoKCNRQhV1BQUFBQOMrRv39/UbBNJtDfffed4TXDhg2j999/n9q3b0/5+fmWn3PgwAEhlf/tb38rPuvaa6+lJUuWiMJuCgoKCgoKCqFQRd0UFBQUFBSOcpx77rlCZn7jjTeKCDdyzUGqZYBct23bVlRWx/Nbtmyhr776SlRvRwE3AEXcIH1/4IEH6Pnnnxd56/fcc0+CfpWCgoKCgkLyQxFyBQUFBQWFoxyQl6N4W1VVlSj29uMf/5h+//vfG16DlmZz586l7t27i4rsiKrfcsstIoccEfM333yTCgsL6d///jdlZGSIiu4oBPfaa6/R9OnTE/bbFBQUFBQUkhmqyrqCgoKCgoKCgoKCgoKCQgKgIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCgmAIuQKCgoKCgoKCgoKCgoKCtT0+H/SYTN6QUp1YwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Calculate Q1 (25th percentile) and Q3 (75th percentile)\n",
    "Q1 = valid_data_filtered[\"distance\"].quantile(0.25)\n",
    "Q3 = valid_data_filtered[\"distance\"].quantile(0.75)\n",
    "\n",
    "# Calculate the IQR\n",
    "IQR = Q3 - Q1\n",
    "\n",
    "# Define the lower and upper bounds for outliers\n",
    "lower_bound = Q1 - 1 * IQR\n",
    "upper_bound = Q3 + 1 * IQR\n",
    "\n",
    "# Remove outliers from the 'distances' column in the filtered data\n",
    "valid_data_filtered = valid_data_filtered[\n",
    "    (valid_data_filtered[\"distance\"] >= lower_bound)\n",
    "    & (valid_data_filtered[\"distance\"] <= upper_bound)\n",
    "]\n",
    "\n",
    "# Interpolate missing values for 'distance' and other columns\n",
    "valid_data_filtered[\"distance\"] = valid_data_filtered[\"distance\"].interpolate(\n",
    "    method=\"linear\"\n",
    ")\n",
    "valid_data_filtered[\"rotation_center_x\"] = valid_data_filtered[\n",
    "    \"rotation_center_x\"\n",
    "].interpolate(method=\"linear\")\n",
    "valid_data_filtered[\"rotation_center_y\"] = valid_data_filtered[\n",
    "    \"rotation_center_y\"\n",
    "].interpolate(method=\"linear\")\n",
    "\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot original distances\n",
    "plt.plot(\n",
    "    valid_data.index,\n",
    "    valid_data[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Original Distances\",\n",
    ")\n",
    "\n",
    "# Plot distances after removing outliers and interpolating\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"g\",\n",
    "    label=\"Processed Distances\",\n",
    ")\n",
    "\n",
    "# Add labels, title, and legend\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Distance\")\n",
    "plt.title(\"Comparison of Original and Processed Distances\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe2a1869",
   "metadata": {},
   "source": [
    "Smoothing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "fbc0977d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Apply Savitzky-Golay filter for smoothing\n",
    "valid_data_filtered[\"distance\"] = savgol_filter(\n",
    "    valid_data_filtered[\"distance\"], window_length=25, polyorder=3\n",
    ")\n",
    "valid_data_filtered[\"rotation_center_x\"] = savgol_filter(\n",
    "    valid_data_filtered[\"rotation_center_x\"], window_length=25, polyorder=3\n",
    ")\n",
    "valid_data_filtered[\"rotation_center_y\"] = savgol_filter(\n",
    "    valid_data_filtered[\"rotation_center_y\"], window_length=25, polyorder=3\n",
    ")\n",
    "# Plot the original and smoothed distances\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot original distances\n",
    "plt.plot(\n",
    "    valid_data.index,\n",
    "    valid_data[\"distance\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Original Distances\",\n",
    ")\n",
    "\n",
    "# Plot smoothed distances\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"distance\"],\n",
    "    marker=\"x\",\n",
    "    linestyle=\"--\",\n",
    "    color=\"r\",\n",
    "    label=\"Smoothed Distances\",\n",
    ")\n",
    "\n",
    "# Add labels, title, and legend\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Distance\")\n",
    "plt.title(\"Original vs Smoothed Distances\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "id": "67e68518",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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JBJRo/bWDHj86iMWxCT0WkNQQLfcox4aLBEWVcAtsLcf7Yhp6fth9RqeOf6ki1u0Yy7EH+6juFZLs4woRuQsDeCKiIk7wkLgIScKQjAhJtVA3GnDSHAiJzpBcTLe+B+tOisDkwIEDZmumtRUosIt3qNcIZF0uZCS3wjT9fKwQZKClCsn57rnnniIvBKCVDy2NOmBxQrB1gvdCayRaH50MdnGRAS1u77//vpkUsKhABusavQ5wUm9tWcX+oZ/X91hetOxbW+ED5yvqvXQgYGW3f0YLAQYSMqKb79VXX10wHQnK4rVtMCwANyRVQ7IxDAlAiyUSqwWjA3MsF7qU4/sKSMCGpJEI4PHdRLfmUOLRDbyoJIJoicdnffrpp81gD/sDLpyE873BZ0J3cNxQWhCJ2PBaSBRpHU6D/cTaiwNJFrGPIrGd3kYIXjFP4IU1K8wHy5cvD7l8ka7HYPNjHw92vNXPx4N+3XC+X5Hs31jnuPCFnj0YhoAWeAzXwnYjIioKx8ATERUBXXjRKo8sycjwjKzLyBaOYAbdXDWczCJjMcoqaTqQt84HOui1tvSg+yVKywXCawT+vR30GkALEAIAXBzQ0JqG7NAYC+8ElHBCKyxeE/d2rVUoQ4WuoYDxtBgmgJbUQPhcyJ4eqWDrFe+FoAfZnAPhfcJZj8GgNRMZqBFA2i0ztj1aQQH7ALLDT5061e/9kc0bwT+6iev5sLy4OGSFXhgIZlDpoCh4DbRM6/Wtu2AHawmMht3+iv/rkmFObht0Xw7cp/B9A+t+bQeBZ+3atc31h/Hzuhs5Anv0ekHLPi4KFDXWONhniBcEfxg2gAzm2G+wvvEYrek4rgTC9tWwT1qhJw+6Y2MdBuYQ0GXdNOyPoPczBJB4b+zrgdsAj/V7HX/88ea6xjExcB1Z/y7S9RjsWId9HPs3jiMahilheAEuPsSr+7n1WG8dJoILRIHj7iM59qDXFSpxYPkxP3JJoLoDxsITERWFLfBERGHAeEXUIMYJNhK/PfTQQ+ZJb5s2bcxyQLqMHMato6ycplv6UBYJtZQxhhSJqTBOFSfa+D9KD6GFGl1/EYAjcZIVXgOth6jtjTGumCewhR3w2qitjoRkCBCRQE2XkcNJLmp2O7k+UK4L3ZrRawCtR0h0heADNZNxso0TVD0vehqg5BRanfB5cPKNVl0EVBh/q0vshUuvVyR/QxIoBB1Yv/jcWJ/oNYHkU1jPWC9oQUOSKawLLGs00LqJZUbLJpJ4Yf2ihQ5BDbouo66zrr2N5FqoKY/Pu2jRInP947Mi7wGCHt3aju2P3h3YP7AeUEIKFwLQ0o+WOd3SGQqGJiABGpKhoXyXLiOnewE4AV3msSwoM4du82g5RHBpN+Y71m2DYAldwFEaDO+J3gn4buA9rRfHgkGwjpZ6dFPXY5oRcGK9oBdBOOPfg32GeML3BCUCsX+gRR43fLcw9hvd6xGkYggDxl2jpRf/B6xHfPdwsQJj/HFhDReEcMEuMLcCEs+h9Br2FQTDuNCG9aFLl2F94ziDlnvsj+jej9fA36GHAPZr7APoVYJjEvZfBLg45iDYRYs4jgv6Yl2k6zHYsQ49KdDjB8dcvBZyGmA/wXJhPwzMNeEk7K9Yl+h5hKEcWO841qMEKI7bWrj7N7YPyvTh2ID1B/hdwXpEAlLsA0REISU7DT4RUaqVkbMrX4UyRUcccYR5QwklQLm5U045xShVqpRRvnx545xzzjFWrlxpW0YNZYJQ0spa1uuDDz4wWrRoYZQsWdIshfTAAw+Y5aUCS39t3rzZLIFUrlw58zldZimwjJw2depUsxwcSt+hXNYVV1xhbNiwwW8elJFDabdg5abChTJ7Xbt2Nd8HZaZQbunSSy815s2b5zcfSj4NGTLELJeF8klVq1Y12rZtazz88MNmeTVraSeU3guE6Vg2DdvgtttuM0v8ofxW4DI/++yzZjk8bBust+bNmxt33323WbYrWGmpcM2ePdss3YWSffjMWAZse5SgstqyZYtx3XXXmZ8VnxnLYC1VZl03/fv3Nw477DCjWLFixpFHHmmuA2s5Lr0OUJbLztKlS839AvsS9jXscy+88ELYZeSmTZvm93p2pdWwb3fu3Nksg4fP1KtXL7P8WOB8sW6bxYsXG5dddplRr149cx/Gej777LONH374wQjHE088Yb5n7969/aZj2TEd26+ozxrsM0Syj9oJtr61Dh06mMcSXbIM+xC2ed26dc19o2bNmsbpp59urkPtmWeeMdq1a2eWRMP6wjHqrrvuMnbu3Fnoe41tiBKFWO+VKlUy+vbt61dyUnvnnXeMU0891TxG4NakSRNzOVavXu0335dffml06dLFfD3Mh+PZ//73vyLXYzDBjnXw22+/mctesWJFcz8/8cQTzRKZ4QhWRi7c7Yj1gVKLWL/NmjUz3n33XfMYai0jF87+jfVxwgknGHXq1PErS2ct3YjjNxFRKBn4J3SIT0RERERuhV5B6BaPrveR9nYhIqLUwjHwRERERERERC7AAJ6IiIiIiIjIBRjAExEREREREbkAx8ATERERERERuQBb4ImIiIiIiIhcgAE8ERERERERkQtkJ3sBUkleXp5s2rRJypUrJxkZGcleHCIiIiIiIvI4wzBk9+7dcthhh0lmZug2dgbwFgje69atm+zFICIiIiIiojSzfv16qVOnTsh5GMBboOVdr7jy5cuLVxw6dEg+//xz6dq1qxQrVizZi0Nh4nZzL247d+J2cy9uO3fidnMvbjt34nZLXbt27TIbknU8GgoDeAvdbR7Bu9cC+NKlS5ufiV9W9+B2cy9uO3fidnMvbjt34nZzL247d+J2S33hDONmEjsiIiIiIiIiF2AAT0REREREROQCDOCJiIiIiIiIXIBj4ImIiIiIyLXlt3JyciQ3NzfZi+KKMfDZ2dmyf/9+rq8kQN6BrKysmF+HATwREREREbnOwYMH5a+//pK9e/cme1Fcc7GjZs2aZsWtcJKlkbOwzlEirmzZsjG9DgN4IiIiIiJylby8PFm7dq3ZonnYYYdJ8eLFGZSGsc7+++8/M4DMzORI6kRfPNm2bZts2LBBjjzyyJha4hnAExERERGR61rfEZCidjZKo1HRsL6w3kqWLMkAPgmqVasm69atM4cyxBLAc8sREREREZErMRAlt3Cqhwj3eCIiIiIiIiIXYABPRERERERE5AIcA09ERERERGkLFdW++ELkr79EatUSOe00EQeqfbnKtddeK//++69Mnz492YtCXmqB37hxo1x55ZVSpUoVKVWqlDRv3lx++OEHv+x+I0aMkFq1apnPd+7cWX755ZekLjMREREREaWmd98VadBApGNHkcsvV/d4jOnxDJYxHho31AZv2LCh3H333WZ99nDNmzfP/HsE3ZH4888/zQRqP/74o9/0SZMmycsvvyyJMHfuXDnzzDPNmA4JCJs1ayYDBw40Yz2nrFu3zlw/gZ/TKZs2bZJKlSrJY4895jf9u+++M7fp559/LpLuAfw///wjp5xyirlCPvnkE1m5cqU88sgj5orTHnzwQXMlPv300+bKK1OmjHTr1i2iLwMREREREXkfgvSLLhLZsMF/OuJITI9nEN+9e3ezhv3vv/8uEydOlGeeeUZGjhwpyVKhQgWpWLFi3N8HnxONrKhH/84775gxHWK3nTt3mrFdKjp06FChaShd+L///U+GDBlS0GC8b98+ueaaa+TGG2+Url27xm15XBPAP/DAA2aZiJdeeklOPPFE80oVVswRRxxR0Pr+6KOPyrBhw+S8886TFi1ayKuvvmpeHWFXECIiIiIibzMMkT17wrvt2iXSr5/6G7vXgdtvV/OF83p2rxNKiRIlzCAW8c35559vBrUzZ84seP7AgQPSr18/qV69uln27dRTT5Xvv/++oHW5I7oKiJiNmWhpRqs+fPrpp+a8CMbRwn322WfLb7/9VvC6xx57rHl/3HHHmX/XoUMH8zH+HssRzvtbewDMnj1bWrdubbakt23bVlavXh30M6MGOl4TtxdffNF87wYNGki7du3k+eefN3tSa19++aWcdtppZq9qrCP8zR6s6Hz4u/vuu0+uv/56KVeunNSrV0+effZZ/bQZK9p9TsB7NW3a1PxcTZo0kSeffLJQy/3UqVOlffv25jxvvPGG2EHPcDQWY92hRB+CeQT7Dz30kMSTa8bAf/DBB+YKuvjii2X+/PlSu3ZtufXWW6VXr17m82vXrpXNmzebO7/1StJJJ50k33zzjfTs2bPQa2LHxE3bhW9o/lUWuystbqU/i5c+UzrgdnMvbjt34naLTebo0eag0byhQws/N26cOcg0z3Jy5iRuO3fidnOvVNh2eG804CFwwg0Q35Uv70z7JAJytMxXqBDe/Lt25UmZMuG+tlGw7LB8+XL5+uuvpX79+gXT7rrrLrOFGo2XmI6gELHQmjVrzDho2rRpZly0atUqKV++vBno4m93794td9xxh9mY+d9//5mt+hdccIEsXry4IOA+/fTTzS7eRx99tBQvXtz8u8BlCvX+lStXLphv6NCh5nOocY7YDAH1F0goYOOtt94y69DfeeedBX9vhc+B6bjggB4KY8aMMYPtbdu2mQF8nz59zMBfQ4v96NGjZfDgweay9u7d2wz6GzduLN9++62cfPLJhT4ngnFcKECvbQT3S5YskZtvvtlcf2g918uF18TnwvshiLdbXkDwj3V9+eWXy9tvvy2zZs0yL2bYza/Xs10d+Ei+S64J4NG95KmnnpIBAwbIPffcY14BwobExsDKRvAONWrU8Ps7PNbPBRo/fryMGjWq0HRsaKx4r7Fe1SP34HZzL247d+J2i85Rv/0mTd980zy5W3Pppb7pU6ea01dddpmsmTEjrsvAbedO3G7ulcxtl52dbbZgI0hFUAiqgTb+3cDtoCEQyfDCgWDt448/NgPWnJwcs0ER9ezR4xivg5ZmdCt/4oknzCHE8PDDD5vrGwEjYiAElYDAU8ct+NsuXboUvA9az9FDuVGjRrJw4UJzrHnVqlXN5/D31r/DMmFZwn3/vXv3mtPR6oxAGPr27SuXXnqpbN26tWD5rFasWGG2lmOYs244tYPA/aKLLpLrrruuIJ4bN26c2Zvg/vvvLwio0XB7xRVXmPPccsst5lAEDLXW+dDsPicuaCDo142+uEfgjzgTFzqwPwGCemvDcLDlxetjHSBGxcWLli1bBp0X+ym62S9YsMBc11Z6fXoqgMdGQvcMdJUA7Ci4WoWdCwF8NPTK1rCy0UUDXfPxhfIKfCHxhcMXGjkEyB243dyL286duN1idOaZknvUUdJ01Cg5qk4dybvsMsl8/33JevNNyR05UhoNHSqN4vTW3HbuxO3mXqmw7ZDjav369VK2bNmCYLFcOdUSHg40Ep91VtGt9R9/nGdmpS9K6dLlJSMjrLc21xm6dCMYRrCMIBsXJNAlW3fjxjpGAGmNSTCMGL2OMU0HpQiIrfNgPDaCVATsf//9d0FL8I4dO8x5NQTR1r/DMmEZMC2S90crt55HD23GtsHFA7vPjQsVRcVZ6FWwdOlSs0Vb070Dtm/fbnZ/x+u0atXK77UQuKMHAqZhvwj8nFjXWH5cgEAvBQ3BNHpuW/8OFy7CiQdzc3PNngVYH2jNxz3Wox2sF1xYwJCBwAscoS5ouDaAxwbBVSMrbDx0lwBcgYMtW7aY82p4jCshwcae4Ga3c3nxh8Srn8vruN3ci9vOnbjdYnDvvWY3+qwRIyRLjwEcPVqyhg+XRFRk4rZzJ24390rmtkPghC7hCORw0ywxakjduonUqaMS1tmNX0cwjue7dct0vKQclhuB4lFHHWU+Rjd1jE3H/Q033FDweQI/m85cb50eOA9ygaHL+3PPPWcmWkPQe8wxx5hBKv5Wi+a17eZBLKX/b+0Wbv07DV3bkawuMF4LhFZwtIAj0A5Ur169gtdGT+zA5UOgH+wz6FZurBsMs7bCslvnxcUOu88QCN3s0VMcldEwZh49BKxj+a3werryQOD3JpLvkWuS2OEqSGBSBHTTww6qExUgiMe4DuuVDGSjb9OmTcKXl4iIKC0NH+77P1ohrI+JiFIEYs1Jk9T/A1vO9eNHH01MPXgEdhgijGTc6GKNlmwEp1999VXBPGgRxxBi3aCJ5/WFDA2t04iX8DoY547GTlTysgsUrX8XKJz3jwa6xeN1UTnMji6Jd/zxx5vZ6dH1P/BWPP9zF8Vu/aArPi5qIOAOfF2d9C4SGBKA3g7ofo91jfuxY8eavQfiyTUBfP/+/c1kBOhC/+uvv8rkyZPNTINIZgC4moGuEFhpSHi3bNkyufrqq82NZM2oSERERHE0Zozv/xjjZ31MRJRCLrxQBL20a9f2n46Wd0zH84mChHRoBca4c3T7xrhsJJJDVnkEs0jcjRZktNADGjER/3z00Udmkje0WiMjPTLPI0ZCvDRnzhy/4cKAZHPoxo3XRUs4WsQDhfP+0cBQZYxTR815vA4Sk//xxx/mhQK0uGPsOwwaNMhM6ocx9ajjjmEB77//vvk4XOjCb/c5kf8MedCQxA6NwYgZ0fNhwoQJEgn0aMAw7gsvvNC8QY8ePcwbstIHjnFPywD+hBNOkPfee0/efPNNsxsINjDGi+jEBXD33XfLbbfdJjfddJM5P3ZkbDS7JApERETkMJx8WbsO4jcajxnEE1GKQuy1bp3I3Lkikyer+7VrExu8A8ZNI0BF6zTGaqMrNoLBq666ymyRRkD+2WefmUE6IBM9glFkS0fLMv4WLflTpkyRRYsWmfESGkADS5rhfRBDoR47GjrR5d5OUe8fLWSqR8LwjRs3mknjUMYNddMx3hzZ6QFZ3RHcI8BGVnnkPkO3dCxvuPA5EaQHfk68FzLbI2hv3ry52e395ZdfjrgFHo3K+AyPP/6433RcgPnrr78K8rbFQ4aBgQJU0OUeCQxwhcZrSexmzJghZ555JseYuQi3m3tx27kTt5tDwTvKyb33nsiSJSKffCKCusF6epy603PbuRO3m3ulwrZDQjAkJEPgxca68GA8POIdxDnhjO+mxO2zkcShrkliR0RERCkM4wx1kI7SUvmZfAuC9nDrKxEREVFQDOCJiIjImQz01vTOZ50lBbWXmMiOiIjIEQzgiYiIyDloaR82TP3/xhuRDSnZS0REROQZHPxAREREzjl0yL+MHBERETmGATwRERHFJ4CfMyeZS0JEROQ5DOCJiIgoPgH85s3JXBIiIiLPYQBPRERE8QngWamWiIjIUQzgiYiIyDk5OfbBPBEREcWMATwRERE5xxq0M4AnIiJyFAN4IiIick7NmiJNmqj/M4AnInKFa6+9Vs4///xkLwaFgQE8EREROadkSZH27dX/GcATUSq7916RMWPsn8N0PB+nYDkjI8O8FStWTBo2bCh333237N+/P+zXmDdvnvn3//77b0Tv/eeff0pWVpb8+OOPftMnTZokL7/8siTC3Llz5cwzz5QqVapI6dKlpVmzZjJw4EDZuHGjY++xbt06c/0Efk4n/P3331KzZk257777Cj13ySWXyMknnyy5ubkSLwzgiYiIyFnFiolkZIjk5SV7SYiIgsvKEhkxonAQj8eYjufjpHv37vLXX3/J77//LhMnTpRnnnlGRo4cKclSoUIFqVixYtzfB5+zc+fOZgD8zjvvyMqVK+Xpp5+WnTt3yiOPPCKp6FDAxeiqVavKs88+K6NGjZJly5YVTJ82bZp89NFH8sorr5gXSeKFATwRERE5B6XjGjYUeemluLVeERGFtGdP8Ju1lXv4cJFhw1Swjv/jedzjMabfeWd4rxuFEiVKmEFs3bp1za7rCGpnzpxZ8PyBAwekX79+Ur16dSlZsqSceuqp8v333xe0Lnfs2NH8f6VKlcyWZrTqw6effmrOi2AcLdxnn322/PbbbwWve+yxx5r3xx13nPl3HTp0sO1CH+r9rT0AZs+eLa1btzZb0tu2bSurV68O+pk3bNhgviZuL774ovneDRo0kHbt2snzzz8vI7De83355Zdy2mmnSalSpcx1hL/ZY1nXDRo0MFvAr7/+eilXrpzUq1fPDKo19Gqw+5yA92ratKn5uZo0aSJPPvlkoZb7qVOnSvv27c153njjjUKf5dxzz5XLL79crrnmGjPA37Ztm/Tp00fuv/9+ady4scQTA3giIiJyztq1IgMHiowenewlIaJ0VbZs8FuPHv7zTpig7seOVc/jXj8+4wz/eRs0sH/NGC1fvly+/vprKV68eME0dKlHCzVacxcvXiyNGjWSbt26yY4dO8yAFs8BAma05KMLPCDIHTBggPzwww9mcJ2ZmSkXXHCB5OX3iMI0mDVrlvl37777ru0yhXp/q6FDh5ot53i/7OxsM6AOBi3UBw8eNF/bju4BgAsO6KHQo0cPWbp0qRlMI6Dv27ev3/x4X1w8WLJkidx6663Su3fvggsICxcutP2cCMZxoWDcuHGyatUq8yLA8OHDzc9pNXjwYLn99tvNefC57WCdb9++XcaMGWO+/zHHHCO33XabxFt23N+BiIiI0ofuapjNUwwiomDQ1bps2bKSk5NjtnYj0H788ccLgvCnnnrKHJN+Rv5FhOeee85soX/hhRfkrrvuksqVK5vT0UJu7fqOoNcKLd3VqlUzu6pjrDm6fwNa59EDwE44768hEEZLtQ56zzrrLHMsP1quA/3yyy9Svnx5qVWrVsh1M378eLniiivkjjvuMB8feeSR8thjj5nv89RTTxW8NsbRI3CGQYMGmUMRML4eLeD4zHafE8MUEPhfeOGFBS31WDfo2o/WdA3vrecJBp/lpZdekq5du0qZMmXMiw1ovY83/roSERGR8wH8mjUiTz0l0rt3speIiNLNf/8Ffy5wbPLWrSL3369a3NECfvCg6j4/eLBIZkBn5XXrHFtEdIFHMIpgGYEnWq918I0WaHTLPuWUUwrmR7K7E0880WwRDgVBMlqYv/vuOzPZmm55R/I6BPDhiOT9W7RoUfB/HZhv3brV7NIeyDCMsALcn376yQyGrV3X8bf4LGvXrjW7vwe+N14XgTreOxisa3y2G264QXr16lUwHRdRkAPACi374ejUqZOZtK5ly5ZSv359SQQG8EREROScnBzf/xctSuaSEFG6KlMm/HnRhR7BO4b9YPy7TmCHYB6Po33dIhexjNktXbeSY2w6WrcRXMbinHPOMQNJtJgfdthhZtCLrt3ouh4PCOw1HZzriwaBjjrqKDNZHbq0h2qF/++//+Tmm282x70Hqme5MGB9b/3+wd5bvy5g3Zx00kl+zwUmncP2CRcuvuCWKBwDT0RERM6xZutlGTkiSmU6WNfBO+Aej+2y08cJus/fc889MmzYMNm3b58cccQR5nj4r776qmAetIgjiZxuRdfj5a3lyjAeG2PA8Tqnn3662VL9zz//+L2XDnpDlTkL5/2jcdFFF5mv++CDD9o+r0viHX/88Wa3dlzgCLwVt+QJCMVu/dSoUcO8qIHM/4Gvq5PeuQFb4ImIiMg5DOCJyC0Q3FmDd00/jmMt70AXX3yxObb8iSeekDvvvNNMyKbHuqPVGUHv3r17C1ro0cqOFmeMpcdYcGRrR0Z6jPlGNna0cKPbPMalW2FsOOZFtvo6deqY48kDu4+j9bmo948Gku9huACS0e3atUuuvvpqM5s8stO/+uqrZk4AjE/HeHZ0S8d8N954o7k8COgxBv/x/DwBRUFuALvPidJvaNnH/5EoD/kHkIAPFzqQ/M8N2AJPREREzmEAT0RugVKXgcG7hukJLIWJLtgIWBEoY6w2ypFhTPxVV11ltkj/+uuv8tlnn5lBOtSuXdsMRhGgo2UZf4uW/ClTpsiiRYvMbvP9+/eXhx56qND7PProo2bSNrRGn3feebbLU9T7RwtJ5z7//HPZuHGjmR0fZdwQpCMhHC5c6LHt8+fPlzVr1pil5FAKDuP6sbzhwudE4rvAz4n3Qhk5JJ9r3ry5mRgPyfrc1AKfYSAjAJlwJQhXYzA2AzuRV6DLy4wZM8yrc4FjRSh1cbu5F7edO3G7OWTLFpE+fURQ4ggnTNOnx/0tue3cidvNvVJh2yHTORKaIfCyy3hOhWF8OOIdxDkI9il19tlI4lBuOSIiInJOjRqo7aP+zxZ4IiIiRzGAJyIiImfpFjlrRnoiIiKKGZPYERERkXOWLxfZvVvk449FunZN9tIQERF5ClvgiYiIyDlz5qgx8K++iixCyV4aIiIiT2EAT0RERM7R496ZlIyIEoD5uCnd9lUG8EREROR8AP/66yL33JPspSEij9LZ71GbnMgNDh48aN5nZWXF9Drs20ZERETOsWae/+gjkfvuS+bSEJFHIQiqWLGibN261XxcunRpycjISPZipXwZOQSRKGfGMnKJX/fbtm0z91PUqI8FA3giIiKKTwDPMnJEFEc1a9Y073UQT0V34d63b5+UKlWKFzuSABdN6tWrF/O6ZwBPREREzmEAT0QJgkCoVq1aUr16dTnE402RsI4WLFgg7dq1KxiCQIlTvHhxR3o+MIAnIiIi51hPolkHnogS1J0+1nHF6QDrKCcnR0qWLMkA3sU4+IGIiIicc911IiNGqP+zRYyIiMhRDOCJiIjIOUcfLXLxxer/DOCJiIgcxQCeiIiInKW7ZjKAJyIichTHwBMREZFzvvxS5PffRb74QqR582QvDRERkaewBZ6IiIic89RTItdcI7JwoUiFCsleGiIiIk9hAE9ERETO0d3mmeGYiIjIcQzgiYiIyPkA/vbbRXr1EsnNTfYSEREReQYDeCIiInKOrv1uGCLPP89EdkRERA5iAE9ERETOCQzYGcATERE5hgE8EREROYcBPBERUdwwgCciIiLnMIAnIiKKGwbwRERE5JwRI0Ree833mAE8ERGRYxjAExERkXM6dxa58kqR0qXVYwbwREREjmEAT0RERM7TdeAZwBMRETkm27mXIiIiorT3+eci+/aJzJsnUr26uhEREZEj2AJPREREzunTR+T880X27BE57DCRbLYVEBEROYUBPBERETlHd5nXXeiJiIjIMQzgiYiIyPkA/pFHRO64Q+T335O9RERERJ7Bfm1ERETkfAD/1lvq/sILRQ4/PKmLRERE5BVsgSciIqL4daFnFnoiIiLHMIAnIiIi5+iAnXXgiYiIHMcAnoiIiJyjA/ZSpfwfExERUcwYwBMREZFznn5a5KmnRGrWVI8ZwBMRETmGSeyIiIjIOdddp+6nTlX3DOCJiIgcwxZ4IiIich6T2BERETmOLfBERETkjJwckZkzVfD+7LMiBw+K1KqV7KUiIiLyDAbwRERE5Izdu0XOPFP9H8G7boUnIiIiR7ALPRERETnD2l0+m20ERERETuOvKxERETkbwCN4f+cdkSVLRLp3FznttGQvGRERkScwgCciIiJnA3h0nf/gA5HXXhOpWJEBPBERkUPYhZ6IiIicb4FnFnoiIiLHMYAnIiIi51vgGcATERE5jgE8EREROVdGDhjAExERxQXHwBMREZEzUPN90iSRkiVFfv5ZTWMAT0RE5Bi2wBMREZEzqlUT6ddP5Kab2AJPREQUBwzgiYiIyHkM4ImIiBzHLvRERETkjH/+EVm+XKRCBZHevUV69BCpXj3ZS0VEROQZDOCJiIjIGQsXinTvLtKypciSJSK1ayd7iYiIiDyFXeiJiIjI+TrwRERE5Dj+whIREZHzdeAXLRL57DORJk1ELrww2UtGRETkCWyBJyIiIufrwH/7rcjQoSJvvpnspSIiIvIMBvBERETkfAs8s9ATERE5jgE8EREROYMBPBERUVwxgCciIiJnMIAnIiKKKyaxIyIiIme0bi1y330ijRqJ5OaqaQzgiYiIHMMAnoiIiJyB+u+4wTvvqHsG8ERERI5xbRf6+++/XzIyMuSOO+4omLZ//37p06ePVKlSRcqWLSs9evSQLVu2JHU5iYiI0pLuQq8z0xMREVF6BvDff/+9PPPMM9KiRQu/6f3795cPP/xQpk2bJvPnz5dNmzbJhaw9S0RElBibNoksXiyyYYPIKaeIfPGFyHPPJXupiIiIPMN1Afx///0nV1xxhTz33HNSqVKlguk7d+6UF154QSZMmCCdOnWSVq1ayUsvvSRff/21fItatERERBRfL7wg0qqVyOjRIlWqiJx6qkjz5sleKiIiIs9w3Rh4dJE/66yzpHPnzjJ27NiC6YsWLZJDhw6Z07UmTZpIvXr15JtvvpGTTz650GsdOHDAvGm7du0y7/E6uHmF/ixe+kzpgNvNvbjt3InbLXaZ+/dLlojkZmVJXgLXI7edO3G7uRe3nTtxu6WuSLaJqwL4KVOmyOLFi80u9IE2b94sxYsXl4oVK/pNr1GjhvmcnfHjx8uoUaMKTf/888+ldOnS4jUzZ85M9iJQFLjd3Ivbzp243aLXdPVqOUpE1m3YIL+88YbU/vJLySlZUv7s0iUh789t507cbu7FbedO3G6pZ+/evd4L4NevXy+33367ucOVLFnSkdccMmSIDBgwwK8Fvm7dutK1a1cpX768eOmKDtZbly5dpJhOKkQpj9vNvbjt3InbLXaZ8+eb9w2OOkrqN24s2dddJ0bdunLMxIlxfV9uO3fidnMvbjt34nZLXbonuKcCeHSR37p1qxx//PEF03Jzc2XBggXy+OOPy2effSYHDx6Uf//9168VHlnoa9asafuaJUqUMG+BsEN7caf26ufyOm439+K2cydutxjk137Pwm9r/sX2jEOHErY+ue3cidvNvbjt3InbLfVEsj1cE8CffvrpsmzZMr9p1113nTnOfdCgQWbLOT747NmzzfJxsHr1avnzzz+lTZs2SVpqIiKiNKJLxuFERJ+McKwlERGRY1wTwJcrV06OOeYYv2llypQxa77r6TfccIPZJb5y5cpmF/jbbrvNDN7tEtgRERGRw3Swbg3gWQeeiIgo/QL4cEycOFEyMzPNFnhkl+/WrZs8+eSTyV4sIiKi9HDWWSLVq6vycWyBJyIicpyrA/h58+b5PUZyuyeeeMK8ERERUYKdd566wfr16p4BPBERkWMynXspIiIionzWFnjDSPbSEBEReYKrW+CJiIgohfz5p8i+fSK1aolUrizy6ae+QJ6IiIhixhZ4IiIickafPiJNmohMmyZSvLhIt24inTqJZGQke8mIiIg8gQE8EREROZ+FnoiIiBzHLvRERETkfACPce8vvKCmXXutSKlSyV46IiIi12MAT0RERPFpge/VS91feCEDeCIiIgewCz0RERE5H8Bj3DtrwRMRETmKATwRERHFpwWeATwREZGjGMATERGRMxjAExERxRXHwBMREZEzrr5aZMMGkfr11WMG8ERERI5iAE9ERETOGDjQ/zEDeCIiIkexCz0RERHFBwN4IiIiR7EFnoiIiJyxfr3KPl+jhgren31W5OBBkUaNkr1kREREnsAAnoiIiJzRurXI1q0iS5eKNG8u0q1bspeIiIjIU9iFnoiIiOKThZ6IiIgcxRZ4IiIiik8A/9lnIlu2iHTsKFK3blIXjYiIyAvYAk9ERETxCeBHjBC55hqRJUuSulhERERewQCeiIiI4hPAMws9ERGRoxjAExERUezy8tQNGMATERHFBQN4IiIiip01SGcAT0REFBdMYkdERESxQ/333r1FcnJESpRQ0xjAExEROYoBPBEREcWueHGRJ5/0n8YAnoiIyFHsQk9ERETxwQCeiIjIUWyBJyIiotjl5ops366C9kqV1LR+/UQuvFCkdetkLx0REZEnMIAnIiKi2G3YINKggUjJkiL79qlpp52W7KUiIiLyFHahJyIiIudrwBMREZHj2AJPRERE8Qngly4V+eUXkcaNRY45JmmLRkRE5BVsgSciIqL4BPDPPy9y0UUiU6YkbbGIiIi8hAE8ERERORfAZ1s69zELPRERkaMYwBMREVF8WuAZwBMRETmKATwRERHFLidH3TOAJyIiihsmsSMiIqLYVa0qcvXVIjVq+KYxgCciInIUA3giIiKKXZMmIq+84j+NATwREZGj2IWeiIiI4oMBPBERkaPYAk9ERESxQ5B+8KBI8eK+wL1rV5GKFUWOOirZS0dEROQJbIEnIiKi2L33nkjZsiKdO/umtWghcuONIu3aJXPJiIiIPIMBPBEREcWnDjwRERE5ir+yREREFJ868H/9JbJ0qUilSiInnpi0RSMiIvIKtsATERFRfOrAz54t0r27yNChSVssIiIiL2EAT0RERPFpgWcWeiIiIkcxgCciIqLYMYAnIiKKOwbwREREFDsG8ERERHHHAJ6IiIhid+SRIj16+Cer0xnpGcATERE5glnoiYiIKHbnnqtuVmyBJyIichRb4ImIiCg+dACvM9QTERFRTNgCT0RERLHLyxPJyFA3rVEjkUcfFalSJZlLRkRE5BlsgSciIqLYDRokkpkpMniwb1rt2iK33y5y5ZXJXDIiIiLPYABPREREsdPj3BHEExERUVywCz0RERHFp4zcvn0iixap/596anKWi4iIyEMYwBMREVF8AvgNG0ROO02kfHmRnTuTtmhERERewX5uREREFJ8AnmXkiIiIHMUAnoiIiOITwGfnd/RjAE9EROQIBvBEREQU3xZ41IE3jOQsFxERkYdwDDwRERHFrmVLkV27RBo08E2zBvO5ub4WeSIiIooKf0mJiIgodkOGqJuVNYBHCz0DeCIiopiwCz0RERHFR2AAT0RERDHhpXAiIiKKj+LFRcaNUy3v+D8RERHFhC3wREREFLsuXUTKlhWZPt03LTNT5J57RO6+W6RkyWQuHRERkScwgCciIqLY7dmjbkRERBQ3DOCJiIgoPmXkYOlSkYULRfbvT8piEREReQkDeCIiIopfAN+unchJJ4msW5eUxSIiIvISBvBEREQUvwBeP87JSfwyEREReQwDeCIiIop/AM8yckRERDFjAE9ERESxYwBPREQUd6wDT0RERLE78USROnVEKlb0n84AnoiIyDEM4ImIiCh2U6faT2cAT0RE5Bh2oSciIqL4YQBPRETkGLbAExERUfzcfLPI1q0iDRsme0mIiIhcjwE8ERERxa52bVUqbtEiNRZe69MnmUtFRETkKQzgiYiIKHZbtojk5opkcnQeERFRvDCAJyIiotgYhgre7crIbdggsnOnaqEPzFBPREREEeFlciIiIoqNNUFdYAB/ww0ixxwj8uGHCV8sIiIir2EAT0RERPEL4JmFnoiIyDEM4ImIiCg2DOCJiIgSggE8ERERxcYanGcHpNdhAE9EROQYJrEjIiKi2CDz/Ikn2mehZwBPRETkGAbwREREFJsqVUS++87+OQbwRERE6deFfvz48XLCCSdIuXLlpHr16nL++efL6tWr/ebZv3+/9OnTR6pUqSJly5aVHj16yBbUpSUiIqLkYABPRESUfgH8/PnzzeD822+/lZkzZ8qhQ4eka9eusmfPnoJ5+vfvLx9++KFMmzbNnH/Tpk1y4YUXJnW5iYiI0lrXriIDB4qcdFKyl4SIiCg9u9B/+umnZgv3qaeeaj5+4okn5LnnnpNmzZqZ/69UqZLTy2m+p9XLL79stsQvWrRI2rVrJzt37pQXXnhBJk+eLJ06dTLneemll6Rp06Zm0H/yySc7vkxEREQkIqtWqUC9Vi2RhQv9n7v4YnUjIiKi5ATwd911lzzwwAPm/5ctWyYDBw6UAQMGyNy5c817BM7xhoAdKleubN4jkEerfOfOnQvmadKkidSrV0+++eYb2wD+wIED5k3btWuXeY/Xwc0r9Gfx0mdKB9xu7sVt507cbjHYtUuKbdgghmFIThLWH7edO3G7uRe3nTtxu6WuSLZJhoFf2wih9X358uXSoEEDuffee83/v/3227J48WI588wzZfPmzRJPeXl5cu6558q///4rX375pTkNLe/XXXedX0AOJ554onTs2LHggoMVln3UqFGFpuO1SpcuHcdPQERE5B2VVq+WdoMGyZ7q1WXWs8/6PZe9Z48U++8/yS1VSg6WL5+0ZSQiIkpVe/fulcsvv9xspC5fxG9lVC3wxYsXN98EZs2aJVdffXVBa7huxY4njIXHRQMdvEdryJAhZo8BDctet25dc2x9USvObVd0kDegS5cuUkwnE6KUx+3mXtx27sTtFr2M/N/M0uXLmxfyrTJHjpSs8eMlt3dvyZs0KS7vz23nTtxu7sVt507cbqkrkhg6qgAeY98R+J5yyimycOFCmTp1qjl9zZo1UqdOHYmnvn37ykcffSQLFizwe6+aNWvKwYMHzVb5ihUrFkxHFno8Z6dEiRLmLRB2aC/u1F79XF7H7eZe3HbuxO0WhfzOfBnFixdedyVLmndZubmSFef1ym3nTtxu7sVt507cbqknku0RVRb6xx9/XLKzs81u80899ZTUrl3bnP7JJ59I9+7dJR7Q0x/B+3vvvSdz5syRhg0b+j3fqlUr84PPnj27YBrKzP3555/Spk2buCwTERERWUrEZdu0C7CMHBERkWOiaoFHYji0ggeaOHGixLPbPMamv//++2YteD3OvkKFClKqVCnz/oYbbjB7BqArP7rA33bbbWbwzgz0REREcZSTo+7tWhAYwBMRESW/Dvxvv/0mw4YNk8suu0y2bt1a0AK/YsUKiQe09GNQf4cOHaRWrVoFN919X19AOPvss6VHjx5maTl0nX/33XfjsjxERESUD4lfjz5apFGjws8xgCciIkpuAD9//nxp3ry5fPfdd2aA/N9//5nTf/rpJxk5cqTEqwu93e3aa68tmKdkyZJmHfodO3bInj17zGULNv6diIiIHNKxo8jy5SJTphR+jgE8ERFRcgP4wYMHy9ixY80shshIr3Xq1Em+/fZb55aOiIiI3I0BPBERUXLHwC9btswcjx6oevXq8vfffzuxXEREROQFzZqJ3HKLyLHHJntJiIiI0rMFHmXa/vrrr0LTlyxZUpCRnoiIiNLEtGkiTZqI3HZb4edOOQWJbFQQT0RERIkP4Hv27CmDBg0yM8FnZGRIXl6efPXVV3LnnXfK1VdfHdsSERERkbug993q1SKbNiV7SYiIiDwtqgD+vvvukyZNmkjdunXNBHbNmjUzs763bdvWzExPREREaSRUHXg8hwB/+/aELxYREZHXRDUGHonrnnvuORkxYoQ5Hh5B/HHHHSdHHnmk80tIRERE7gjg7erAf/aZyDnniJxwgsjChQlfNCIiIkn3FvjRo0fL3r17zRb4M888Uy655BIzeN+3b5/5HBEREaWRnJzgATyz0BMRESU3gB81alRB7XcrBPV4joiIiNJIqBZ4BvBERETJDeANwzCT1wX66aefpHLlyk4sFxEREbkFA3giIqLUGwNfqVIlM3DH7aijjvIL4nNzc81W+VtYJoaIiCi9VKgg0qCBSLVqhZ9jAE9ERJScAP7RRx81W9+vv/56s6t8BfxgWxLbNWjQQNq0aePc0hEREVHqGzBA3ezozPQM4ImIiBIbwF9zzTXmfcOGDc2SccXsusoRERERaWyBJyIiSm4Zufbt2xf8f//+/XLw4EG/58uXLx/7khEREZH7VakictVVGIeX7CUhIiJKzyR2yDbft29fqV69upQpU8YcG2+9ERERURoZM0akVSuRF18s/FydOiKvvioyaVIyloyIiMhTogrg77rrLpkzZ4489dRTUqJECXn++efNMfGHHXaYvIofaSIiIkofa9eKLF4ssnVrspeEiIjI06LqQv/hhx+agXqHDh3kuuuuk9NOO00aNWok9evXlzfeeEOuuOIK55eUiIiI3FdGzjAw3k7NwyF2REREiW+B37Fjhxx++OEF493xGE499VRZsGBBbEtERERE3gngt20TKV1alZpDME9ERESJDeARvK9FdzkRadKkibz11lsFLfMVK1aMfmmIiIjIWwG8dVpOTuKWiYiIyIOiCuDRbf6nn34y/z948GB54oknpGTJktK/f39zfDwRERGlkVABvK4Db52PiIiIEjcGHoG61rlzZ/n5559l0aJF5jj4Fi1aRLckRERE5O0WeAbwREREiQ/gAyF5HW5ERESUhjC+vVo1kTJlCj/HLvRERETJD+Bnz55t3rZu3Sp5eXl+z71oVweWiIiIvGnKlODPZWWJZGSoBHZsgSciIkp8AI+a76NHj5bWrVtLrVq1JAM/zERERER20Ap/8CADeCIiomQE8E8//bS8/PLLctVVV8X6/kREROR1PXqIoLdeiRLJXhIiIqL0C+APHjwobdu2dX5piIiIyH2uuUZk3TqRRx4Rad268POTJydjqYiIiDwnqjJyN954o0zmjzERERHBDz+ILFggsmtXspeEiIjI06Jqgd+/f788++yzMmvWLLNsXLGAsjETJkxwavnIQZmjR4sULy4yfHjhJ8eMEcnNFbn33mQsGhERebWMnIbfGOTMyYyq7YCIiIiiDeCXLl0qLVu2NP+/fPlyv+eY0C6FIRPwiBHq/9YgHsE7piPAJyIicjqAP+IIkd9/F/n2W5GTTkroohEREUm6B/Bz5851fkko7vKGDpWswCDeGrzbtcwTEREVRdd3DxbA61Z31oEnIiJKTh14cikdpCNoHztWlfVh8E5ERPFsgdfTWUaOiIgoMQH8hRdeaJaOK1++vPn/UN59993Ylori67bbVACP4D3YmHgiIqJwMYAnIiJKrQC+QoUKBePb8X9yseuvV/fYngji0Y2eQTwREUWrdGmRffvURWE7DOCJiIgSG8C/9NJLtv8nl0Gw/t576v/IOI8g3i6xHRERUbjWrw/9PAN4IiIiR3AMfBrJHDdOZNQolUwoL0/kkktEmjRRTzKIJyKieGEAT0RElNgA/rjjjgu7RNzixYtjWSaKF9TgPf98kenTRVq08AXvOmjH80RERE5r21akfHmRGjWSvSRERETpEcCfj8Av3/79++XJJ5+UZs2aSZs2bcxp3377raxYsUJuvfXW+CwpxSxvxAjJOucc9QCt71ZseSciomigVf2ss0Sys0WmTRMpU6bwPPffn4wlIyIiSt8AfuTIkQX/v/HGG6Vfv34yBuOpA+ZZX9Q4OEqe7dtFZs1S/7/44mQvDREReQGSoc6cmeylICIiSgtRjYGfNm2a/PDDD4WmX3nlldK6dWt58cUXnVg2clrlyiJffSUyf77IUUcle2mIiMgLrOPag5WRIyIiIkdkRvNHpUqVkq8QCAbAtJIlSzqxXBQPyGFw0kkid9+d7CUhIiIvBvDoRm/nmmtEcH7w5JMJWywiIiIviqoF/o477pDevXubyepOPPFEc9p3331ntrwP51hqIiKi9AvgUeEENzs5OSIHDqgbERERJTaAHzx4sBx++OEyadIkef31181pTZs2NevDXxKYHI1SQp358yXr/fdFbrpJ5OSTk704RETktQA+VPd5lpEjIiJKTgCfk5Mj9913n1x//fUM1l2k3qxZkrlsmSodxwCeiIicwgCeiIgodcfAZ2dny4MPPmgG8uQSmzdL1RUr1P+ZfZ6IiJyUm6vGvjOAJyIiSs0kdqeffrrMRyZzcoXM6dMlIy9P8k44QaRhw2QvDhEReUnjxiowR6nSYBjAExERJW8M/BlnnGGOg1+2bJm0atVKypQp4/f8ueee68zSkSMy3n7bvDcuuijZi0JERF6udBIMA3giIqLkBfC33nqreT9hwoRCz2VkZEguutNRati0STK++ML8b96FF0pWspeHiIjSz5FHinToIHL44cleEiIiovQL4PPy8pxfEoqPd96RDMOQHY0bS7n69ZO9NERE5DUrV4oMHSpSr57IpEn289x8s7oRERFR4gN4cpEyZcRo1Eg2nnKKNEn2shARkfds2SIyfbpIs2bJXhIiIiLPiyqJHSCJ3TnnnCONGjUybxj3/kV+V21KIddfLzkrVsjaM89M9pIQEVG6lpEjIqL4u/dekTFj7J8bM0YyR49O9BJRqgTwr7/+unTu3FlKly4t/fr1M2+lSpUys9NPnjzZ+aWk2GRkiIESP0RERMkI4J9+WqRqVXajJyKKZ6CelSUyYoRIx47+0zEvpuN5Ss8Afty4cWYt+KlTpxYE8Pj//fffL2OCXfWhxFuwQOTAgWQvBRERpXsAf/CgKjO3c2fCFouIyLN0oB4s7po3z/ecDt5Hj5Y85Csh14uqWfb33383u88HQjf6e+65x4nlolitXy/Svr1IpUoiv/6a7KUhIiKvB/ChenqxjBwRkXOGD1f3CMw3bRKpUgVZxkXGjzcDdVm6VD03apQIqoN16qT+JvAYjOAez6NFn7zdAl+3bl2ZPXt2oemzZs0yn6MUMG2aum/eXKRcuWQvDRERpXMLPAN4IiJnu8sPHizSoIEaojRunC94R6B+xBFqHl3ae84ckcsuU72hNHarT68W+IEDB5rd5n/88Udp27atOe2rr76Sl19+WSYFKyFDifXWW+r+kkuSvSRERORlOTnqngE8EVFsgTqCad26HthdHkH43Lm+8p2dO4v89ZdvvuLFfX/799/qPiNDxDDU/6dMkewPPpD6114rmUuWqNZ5HfCT9wP43r17S82aNeWRRx6Rt/IDxaZNm5rj4M877zynl5EitW6dyHffiWRmivTokeylISIiL7vySpFLL/WdJNphAE9EFJoO1MEuqMa4dgTc5cuL3Hmnal3H0CVcREXwjtZ13VL/wgu+4Pz220Uee8ycJ2PvXmnxzDOSib9l8O5aUacmv+CCC8wbpaC331b3GANfsyZPmIiIKH5wsbhEidDzMIAnIgp/XLt+jFZ53VJufQ4qVxbZscMXiOsu8WANztE7GlVARowQIzPTDN4NBPMM3l0rptpiixYtklWrVpn/P/roo+W4445zarkoFlOnqnt2nyciolSAk8cTTkB3vWQvCRGRO4L4kSNVz6Zrr/VNR2COFndcOLUG7/pv0c0eLfV2rztvnmTMmSO52dmSpVvrGcSnTwC/detW6dmzp8ybN08qVqxoTvv333+lY8eOMmXKFKlWrZrTy0nh+vNPkR9+UF/sCy9M9tIQEZHXffyxyJtvirRrJ3LTTfbzoCbxwoWJXjIiIvdBUI0AXg9L0g2kCLit3eV1ZnkrjJHXmeWtMA3B+8iR8tFxx8nZS5ZIVqju+uS9LPS33Xab7N69W1asWCE7duwwb8uXL5ddu3aZye0oierVU4ktXnxRpHr1ZC8NERF53fLlIm+8IfLNN8leEiIi9wssyf3vv3613OXAAXWP1na77PS6671mUwfevMdrhKol78XM/YDpLi+bF1UL/KeffmqWjEPiOq1Zs2byxBNPSNeuXZ1cPooGtgu7KRIRUarUgScioqIhuEQ5ODj8cNV93m5cu914+WCsCeuseUj03wS21ns5IeAYy4UQF4vq1zYvL0+K2ZSLwTQ8R0RERGkinDrw338vctFFqpfYF18kbNFcXToKdFdYl7cWEVEYdHDZpYvIzJkirVoVPa49nAA81PHDq93nh9tc4LAG7y7/3FF1oe/UqZPcfvvtsmnTpoJpGzdulP79+8vpp5/u5PJRJB59VCWu48kRERGlUh14nGAiR8vGjQlbLNe1FAV299Qnm3ieiLxPt5Tn5xczA3g9rh3T7QL1wO7y5L9u9DABVErxSPAedQv8448/Lueee640aNBA6tata05bv369HHPMMfL66687vYwUrpdfFvnpJ5Fu3UROOy3ZS0NEROkgnBZ4lpFL25YiIgqTDsQHD8bYZFW5Q+NxIDrDh4uMHauS/iH5n0fWY1QBPIL2xYsXm+Pgf/75Z3MaxsN37tzZ6eWjcK1erYJ3jEG84IJkLw0REaULBvCxw0klMk4jaNcnmwzeidLT/ferG8VuzBhf8O6h0nkRdaGfM2eOmawO2eYzMjKkS5cuZkZ63E444QSzFvwX7L6dHNOmqXuMm6lcWTzB4xkkiYg8gQG8MzZvFsnI8FxLERFRUoyxydzvkaz7EQXwjz76qPTq1UvKly9f6LkKFSrIzTffLBMmTHBy+Shcb72l7jEG3is4LpCIKPU99JDI9u0igwYFn0dnqGcAHxwCd7TC42KHbikiovSyY4cvrwhFb4zNMCTrmHiXH18jCuB/+ukn6d69e9DnUUJu0aJFTiwXRWLVKpFly9SP/nnniWfYfdE4LpCIKLWUKqV6fpUpE3wetsCHht+2F15Qv226+7wHTjKJKEK9e4ugofTVV5O9JO6WaymdZxdbuLx0XkRj4Lds2WJbPq7gxbKzZdu2bU4sF0XT+t61q0ilSuLZ5D4cF0hE5N4gH0mZcE/htRSFW+OZiLzjhx9E9u0TOeywZC+Ju93r7dJ5EbXA165dW5YvXx70+aVLl0qtWrWcWC6KRIMGqtTEpZeKJ+GLppNPcFwgEVFqefppkZtvtq9TrNWoIbJihTo5TYZUzqmClqArrhA5/niRXbs811JERGH65x+R339X/8fxgMiJAP7MM8+U4cOHy/79+ws9t2/fPhk5cqScffbZkbwkOeGaa9RJ0ZVXStpkkCQiotQwc6bIs8+KrFwpKSuVc6rg4gEq+uD8acYM/+dY45kofSxerO4bNvROQmpKfhf6YcOGybvvvitHHXWU9O3bVxo3bmxORym5J554QnJzc2Xo0KHxWVIqGrLXeo0+ubr8cpGXXhJ54AF2KSQiclsW+mRL5Vrru3eLLFmi/n/qqclbDiJKLp1HDL1qiZwK4GvUqCFff/219O7dW4YMGSIGsqWacWOGdOvWzQziMQ8lCNb/u++q0nE2lQFcT59clS0rMnmySM+eHBdIROTGAB7zHHususdJajJ+s+KRUwWt42i9t3sN/Iah+3tRLejffCOSl6eGw9WpE/2yEJE3AvjWrZO9JOSlAB7q168vM2bMkH/++Ud+/fVXM4g/8sgjpZLXkqe5wdKlIhddhBp+yDAoUqKEeApOfK6+WmXiRFeibt3UdH2ixHGBRETuCOAR5KJiCqAeb7Lg90MH707kVNFd8/Vra9bW/aJ8+aW6P+202JaFiNxN5whhCzw5HcBrCNhPOOGEaP+cnMw+37Gj94J3QKsFxvcDEvThZEtjyzsRUWrQNYtDBfCZmeqGluZklpLTOVVA51SJ5ffE2qr/yy8iN94oMn9+ZF3zv/hC3TOAJ0rvXrXXXquCeCawo3gF8JQCX3QdwF9yiXjS3r1qiAAgQy8REbl3DDyeR+t7sgJ43SqOHoPI9tyypTPDsfC327eLTJok8tpralq4wTsuInz7rfo/A3ii9M5jxcYpChMDeDexjrVDwptffxUpWVLknHPCH2vnJh9+KPLff2pcYNu2yV4aT8Oug0agv/4SQSVInEcmMykzEXk4gNct9olkzTaP4B3+/FP9ZjoRxFuHEeJEfNCg8LNOo7JP1aoi+YmBiYiIQmEA7ybWsXZ79qj7s84SmTgx/LF2bvL6677Wdy9m2E8R6ORw++0iGzb4piGPEhqTLrwwmUtGRK6A0mf79olUqRJ6Ph3gJ6MFHlcpr79e5MUXRapXV135//5bXa2MtdY6esQ99pj/Y1xY/+yzov/2pJNU+T1cTODvHFH6+v57kZo11QkYjwXkZB14t0A2/AYNGkjJkiXlpJNOkoULF4onoHUAJxoI1p95xj+oT3YZHKehhWbzZvV/dp+Pa/COPIjW4B02blTT9QgGIqKg0Hpct65I6dKpG8CjpR29uXTemHPPVf9/773Ya63fcovIjh3q86Hc6ckni3z+eeGa83Zwot60qS9JKxGlp8suE6lXT2Tu3GQvCbmA5wL4qVOnyoABA2TkyJGyePFiOfbYY80Sd1u3bhVPwIlG374i//6rHmMcvNeCd8jOVlcjV69WJzfkODQ4oeU9vxqkHz3tjjuY7J+IHHL44SKNGiVvfM6CBeq+XTuRCy5Q/58+3f4gGC4E6c8+K9K8uUpAhRvKwumL7eEE8USU3nBO/9tv6v8ot0mUbgH8hAkTpFevXnLddddJs2bN5Omnn5bSpUvLi+g25xX/+58vI7sTZXBS2VFHJXsJPAtj3gNb3q1wTrt+vS9BMhGRrVGjRAYMUN3AQ0Fgi0ztzZpJwqHV/+uvfQF8584iZcqog6CuvRwNXOFEsI6yrgjkQbfmY72sXes/PwJ6/fzPP6tWNy+dnxBR5JALAxo2LHooEpHXxsAfPHhQFi1aJEOGDCmYlpmZKZ07d5ZvcOIQ4MCBA+ZN27Vrl3l/6NAh85aqMseNk6yDB8UoXlwyDh6U3HvvlbyhQ4POrz9LKn+mQlci0UJTrpyks3hvt/XrM8I6BKxfnyOHDhl+56tffplRkPDu1FMNJrxz+3eOTNxu0cl+/nnJ2LBBDqHcJw4KKbjtMhYulOy9e8WoXFlyjjzSLGmXiZJvWVmSh9+aaLe5/u21/D1aRrJGjJC8evXM9ZLbq5cYrVur3+5RoyR35EjJO3RIMmfOlKwpUyRv61bJveoqSUf8zrkXt51zMhcuFJxG5R13nOTGeX1yu6WuSLaJpwL4v//+W3Jzc6VGjRp+0/H4Z1zpDjB+/HgZhSvkAT7//HOz1T4VHTV1qjR9801ZddllsubSS9XjUaNkzZo15uNQZs6cKW5w1FtvyZFvvy2re/aUX5lFLW7b7Y8/cJX31DDm+1ZmzNhu/v+bb2rJ8883l+3bSxU8X6XKPrnxxmXSps1fcVlON3PLd478cbtFptt//0lJEfny229ll85dkmLb7vCPPpLmIrL5yCNl4aef+sbCA84PLOcIjd98U4zMTNvfVPzmZuTlyWq0nItI7S++kF316snu+vV9Mx13nBx12WXmbzXsu+QS2di2rTR56y31233ccWbiv1bTpkkdEVlTvbqsRiLANMbvnHtx20XHepxp9fHH5rHg5zJl5JcZMwodZ+KB2y317EX57DBlGEYsg79Sy6ZNm6R27dry9ddfS5s2bQqm33333TJ//nz57rvvimyBr1u3rnkhoHz58pJq/K7eW1rcg023XtHBF7VLly5SrKgyP8lmGJLdvLlkrFkjOc8/L8bVV0u6ivd2Q0t6o0bZsmkTVnvhjKcZGYbUro0erzlmC/t772VIz55Z+cNFM/zmgylTcuWCCzxzOImJq75zVIDbLTrZNWtKxo4dcuinn0LmLMm6+mrJWLlScv/3PzEsv9EJ2XY4cGGMKUq2HXOMM7+1//0n2XXqSMbevXII5xcIzK2vM3SoZD30UMHj3CFDJE83GuC37ogjzBb6nM8+E0NfTEgz/M65Vzy2XTr18LMeTzLfeEMyfv1VcmbMkIzvvgt5Th8rfudSF+LQqlWrys6dO4uMQz3VAo8PnZWVJVu2bPGbjsc1UZohQIkSJcxbIOzQKbtTjx4tWcOHm11tAuvDZ+XmSlaI5U7pz6VhLOKaNSKlSkn2xRcXXVc4DcRru+ElUfkI2eaRCDnwUh6C+l69ELgXM6suDRwYLOFdhvn3d96ZLT16sH68675zVAi3W4Tyu/0VK1Uq9DEb49+XLpXs//6L27E95Lazu7hw8KDK+oyDWNeu/r+pI0aY5xRmnhmMXUfwbf0NRqs5WkyOOEKKnXBC4dJPDz4o8uijBesn68UXzeFv8vDDIuvWqfH32dmSfeqpIvffr6KXWLLhu1jCv3P529g2hxC2dRpvi2Rtu7QraWs5zmjZSLSJY4Hdub7D+DuXeiLZHp5KYle8eHFp1aqVzJ49u2BaXl6e+djaIu/qL3uwhHWxlsFJtdrv550nkoK9ILwGP4pvvy1mS3ugzEyRkSNFLr9c5XtiwjsisqXH7RV18pHMMnLBoOxb9+7qYBf4m9q/v8okH6xcq/69QqlTu7rNCATxWfXnRuPCI4+I3Hqr72DZqpWapt+HoodzILus/5h++un+50h6mwZOx99zWyRc2pa0xfFk2DD1f+xz+cG7p5NTkyM8FcADSsg999xz8sorr8iqVaukd+/esmfPHjMrPbmg9nv+mEHWfk9sEI/GIDRCTZ7sy8mUlxf5a6HbGxGlmVQP4F9+WczuQR98UPi5c85R999+i3F4vunIWK8DdBwMEaDfdJPveQTjegyp3e+VDgRxMo5Wd1wM0CVSn3pKNStCsIsDFDm9LgODeFwsmTPH/woz1nWnTv7TrduM28KEjgjz5qlTM9zHo6xs2pe0xX6HilL4gF6vLEWO8VQXerj00ktl27ZtMmLECNm8ebO0bNlSPv3000KJ7SgF4YcUJ0UoodGtW7KXJu3Oezp0UL8fDRpE/zpJSkBNRMmCM2x9Zp2qAfxHH6kmvNatRc49t3A36pNPVgH8+++L9O6tnsPY9W3b/D8nDo4//ijSuLHI1Knqc6PrvP6/bsm1CwQnTDCHhsl99/kCR32hgAGjM/Q61F2S9dAHrGu9zvF48GB1w2OUNMQ9LqzokoDcFlF1acfqw7UQPX79tNPC68gQSUlbnKcUJdrlSLj580W2blUJNHGRD8E77rGPch+kdAvgoW/fvuaNXEa3diDzL8flJEVRP6TBoHEKP+z4oSTvcs2JESXWr7+qoLxy5dQL4HH2j3Gl0L69fYttly7q8XvvqQAeJ9DTp6tp6N6KZKotWvgS4K1YIfLGG+r5qlV9wboWLBAcN06kZEmdqct30s6T9fgE8chZoLfF9debuQrM6ZYxx7Jypbpn66dtl/bAVnHdpR1D73TnlVjHr4fbcy+c+VJyHL1dvgWUtj7rLJE9e9RjfbzQF/+A+yKlUxd6crGxY9X4H9TmpaSIpgu8HvqJXE2BwVwiut9RYuDECA2QSJaNvAi4x2PPjk10YuwtYLoX8pOEOgAgMGrSRLViploAj9YttKQjcEYLvBVOkHHirLvC4x59dfUJNJ7D9kPd+D/+EEG9eAz1uuEGldEen/2TTwoH60Xlq8GBMrDFjZyDdYxtYw3K8X9L1SHT4Yf7upxxW0TdpR0VamIZvx5uz72i5kvZcfSBQzsWLxY54wxf8I5uBfp4oY9JdkNBiCwYwFPqqFdPZNCgQqV4KHGi6QKPq9u4Gh94dZsBX/I4feEkZU+MUn3sLRNi+cPwKFSEsan+Eje69R2JbBGkBdInzBqa6nBCHRiUoxQHrnCiFR+t57t3q2gm0i7X1u71CCh5su68AQN8kaYOyvHjhqgU9H6AHyQkgAncFrrUX5oKt0v7E09kyrx5taVPH11etvB84YxfR0+uUKNccS2mbt3QPfxSehy9NShH72BUu9i5Uz2H4wkSENnNzxYPCgV14EnZuXMnvubmvZccPHjQmD59unlP7pGM7ZaTYxh16hhGRgZ+8grfMB3Pz5plGJMnG8bcuepvAr3zjv1rYBpueN7Lkvmdw7rFNrKudzx+6y21vUJtt1D7hN3+oLdp3brhv55nt9vo0WqF4N7usVft3m0YgwYZxrBhhpGXl3rb7vLL1XYYOTL0C2Rnq/mKFSv6zYoXV/PiPhLB9ol02VcScazU6xK3du18jzt18l/H+jHutWXLDKN+/bTdFhp+I4Id76O94TcnmB07DKNmzdC/MUWdM+D1Y12OuBs61H9h8DgJGBN4Iw5lCzwlH7o3nn22SoFud/mUEgYNhTo5cmBVJP0Yz6PyzmWXqYYqu27zKXsl3OOCtZTj8SWXRNcbIpIEQ2nN2sqCFuZ0yWaNlugHHlDJ2exKqSVYpu72rndOJIqCdu2CD2fAdHSNR8ssuveHag3Hc9F2fw82Np4tbs7QvRsaNlSPzz/fP9s87vW6R3OuNbEdILcBhkpgKMjff0u6ikcy2mDD8/C1Q9qjzZtFqlUTOeywwvPgPCOR4+jjxlrlAscPDBslihIDeEq+t94S+fhjkYkTU+IEMN27UQerDR+sq3wgBnzJEerCiR3d/X3atND7iStOjFIFggMd2KVLQqxwS8glYzgDLi6g723p0mrnthvOEEmX9li7vxc1Nj5FcyW4JpcJFmzIEJE//1SPzzvPP1i39sHGup492//CCa5yYj5Elehan6awmgJ//+N1UeCuu1TqCXxFcY9Np0vaPvGEmgePH3ss9P7n1Dj6uMFCL1vmO1Yy3wLFKiF9AlyCXeiT5OSTVXeiiROTvSSe2W7BulFH0nUdXaKj6XIdbvc7zOdVyfjOhduFMPCWlRV6P3FF18RU2W66u67uYp0O3XB//VV91rJli5734YcNo21bw3jhhfhuu8Au6SNGRNZ13W56mnZ/d+K3JKHHyldfVQvZvHl0f3/rrYaRmale4+OP/Z/DNi5qKIaLWX/zTzzRma7zoYZY4TCg53v7bftl6tKl8Gva7X/hDP9L6lAvfZzo1y/px42UjwnS2M4I4lBPlpEjF0EmX9TfzcwU6dkz2UuTNuVfwimnomvDRyrlr4R7tPxatC3gga0ZgfsJlhW9L4L1qmAJQbGv/Z0u5YAiaYH//XdV97xz58SVEkM3VbR22XVdD9WlXT8fzbwe4dRvSULp8n/oPh8NJFnMy1P/79dPtcijgoH1++1BduXXoHx5kV27on9d7Dt2FWq++krkllt8nSF69LBfplmzCk+32//08D9Mx29S4D6LxyhwhA6fCS2BijfGvjNypP/xw3qMsj4mCldCLim4BFvgk2DUKHUVsmvXZC+JJ7ZbKiQcS/kr4QnedvFuwYq1BT6cbaS/pl5PShj1sTJNW2dNS5eqz1i9etHz3n67mnfIkPhvu0ceUQnpdI8IiqiHVaJ+Sxw/P9mwwTCeesowVq1yJtkYvrse/x4HSzqrbzj+Yz9BJ8lIf0vQMQdJ6qz++EMdLvB8jx6GkZtbeJmi3f/sfm/1ISDev8Em9NCw7icvvWQYDRsaxsCB9j04ktCrI6VjgjS3k0nsyBVwHH3jDfX/K69M9tJ4QiqMPw8nEZ7dFXkvirU+biR0S7kTaST0foKWkU8/FXn1VTW9TBn/+ZBwKCVb4RJd2z2dk5NF0gKfqDrwL78sMnCgeh+ONy0kVIlPPd4du3eyf0uigsHbaNpt0iT610CvDRygdQuphxNSFpU7Bb8nzz+v0gPcdlvRvzFIRPf666rlvFkzkf/+U/uSzqGA3xOkJti6VeTYY0VeeUV1wHTqXAa/RUhfoMfR61Z+HAISUgLVmoMDCRHRi2PtWjX+3S4HRwrnvqAUl5BLCi7BFvgEW7hQXQotVcowdu1K9tJ4Yrul0vhzuyvhuGLuldbaUFTL+3Sjdu28iFsQos09YG1JCdWaEu2tShXVkoJlqlVLTZs+3fCUkOOoNY+3xkXs22/V+mjQoOh50fKOedES73Brl952hz74wPcFwBcMuM3CKvGpv+eRHBdi/S1J2fMTlERMgx4ckeY4CfYbY9cb6/PPg79e+fKGsW5dfM9lktYjUR9vcEzUx6EUOv6k7HeODLbAkzvgkuipp4pccIFIuXLJXhpPSKXx54FXwnGPC9GebK21sXJlFdm4MSOiFoRQLWOxVBBwwvbtahsiL8KZZ6pp33wj6VEWTrfeBo5zd2uPASc1by7y008iH36Y+BZ4a2uXiFRcs0ayMJhWNydi0GuwbZmGwinxie95JFImlwk+3MUXizz5pMi+fbG/HlrhsZ9GUy7QRSKtMhJJlRoUgQgG4+oXLYrvuUy0rfgxV13o3191P9CVDPAmqfibQe6WkEsKLsEW+CQ5dCjZS+C5MfDpPP48FWCbDRjwfUQtCKFaxiIdZx7Yij9tWuGWiMDs80XdrPsOhvVhGhKKe/4717+/rxUuhVpRCnFDj4ExY9Sy9Orl3Gvmf76cvn2N/WjW0zus3bhSj2cRT2aejKSfn3z5pVqwihXxorG9VuB3JpW+Qw6LtsoItvvMmYfM3zncO51DwYlzmWha8cPOWRM41t1alUMP8Ne3FOvBkfIxQRrbySz05CrZ3A2dYs3EGijdxp8nW6VK+8Oab8sWlQoCF+2DtYxh291xhxo7GM62s6sggI4u1kz4f/+txjXq9yiKtbUCHWfg++9VY1epUuJN+NArV6r/p3ptd7usxqnWYwDFntHbCuvRKfhc+/dL1n33ScFXY+hQ+x4HqbAOkijaShWu+C15/311f9ZZ4eVjCMb6nRk0SOSmm0QWLFD7lEcyhlurolSvHjrTfLAqI9ju7dsbsmfPRmnf/thC+0Ekrd921W5CZZUPd/+LtBU/oqoLuvdP4P5wxhlqgL/uuWHtweHy/YZSC7vQU3LMnKkiCHIcfmAmTiw83a6LG8VPs2bbpXZtI2TCH5wDIHBHDsdt2yLv6hcJHdRfdpm61yckkXa3x0nfEUeoakvoYfrDD+JdqDn02Wfq/25IhmbtKl6iRGKC9zVr1DpBNqqiDBigIoXHH3d2GW6+WYz8TFgGTpjR/Zli7u4+Uu6VYVJ4f69YUWT5pWPkwqUpknwLB8j33outfJxdQkrsS7Nni6xeLdK2rScSUgYO00JFx1DBe7QXaiLtmm8nku760SR2xfS6ddV84QwvwUX0gs0fbIjVL7+IVK3qK1154ACH71BcMICnxENaUvzI4mwCP4zkuMqV1f0xx6Tn+PNUgBOeCRPUr32wE4hIzwWdakGzy1MwbFh4f4OvLT6PboVPuSzUTvn3X98Yapzt6hOyVD8R04FHonoMrFql1snTTydvfP4rr0hGXp7kZmdLRqpfZEmiSCtV5EqWjJERBUG8boV9uvYYaTbFJqN2Iln3KeyDv/6q9vdu3WLbp/B31u8MvvuAg6TLM4brFuZgLeNVqjh30d+pfDyx5NIJVRFH0xcnohovb3fBtFMn1TgVWPPdDb8d5Crsu0zJ6eq2d69qxjvqqGQvjSfp5DCnn65aXCk5LrjAME+AcGXfenKAxsK8vMhfLx4Jo3TLPE7OUX0L3QXtWiECu1IigMdn+/JL8SYEArjYiLPaTz4J3k091eAEUddMSkTXzXDKyAXrbmrtrhyt/NfIHTlSPjruODl7yRLJSuXtk0gINrHu89eDDmiQ5w9BeZbkyigJHpCOFfV3COIrlBc5bsQwmddlrFyyfIQYHTtJht36xfbAlcl4B7rWfUoPw0NzMiKyWPcpKwTwL7ygIseA7uc4HuN4mDLDCGIsF4ehUCj/hh7gsX42fbEo3N+TSIeEhUu34gf+BgNKzOkLAVH3GLj+erW/6Qum+EBYWLuSouDyHhyUOhjAU+Lp2u9XXOFM0WoqRHdrbtUq2UtCOEHA2HV90ocx7+g2H4lITnaiFemYQ70sX3+tzkkCT/TceqJrQuD+88/q/9OmqdYVN5yIYcfCRqpfX9UgRrffeAWzOjhs1KhwAB8YxFkvfKCrfc+eznTx1xcA+vaVPIxRnjHDvM8KdsEg3disBxyPXm88Rq5YPUKGiy/IxXUqZKAP/O6PyxguGYbI6F0jxOgyQk4XkdVylDSeO6fwxaFwL8gEXFiI6gKAdZ/SfawRyDs9bES3wC9ZIh++9q/cek9Fv0AQx2UcN1O9d1s4Lcx4HpvFiYv+Toxhj9dvMO6feso8XBTE3VH3GEAArz8UXizYfp3uxyJyXkLS6rkEs9AnwJYtvvTXq1cne2k8ud2QlbV0abWKV66M2+JRlNsu3My4gbdIstDHwi4LL7L9Br4/ikeULaue//HHol/DNpNvKrCpJW5ut127DKNHD/dkLdeZsq239u1jz6AdLNuyft0mTdR9t27+0+3+5oILfCmkncjqPXhwQa3ug9995/+dS/OM8wUCtkfeKPV4mIw2iwLoShX43Qj23f/wpW3BD0w332z7PuEuk993Lpp9FdvYujzxyBTfuLH52ufK+45UCUkGJ+qqR3OOEu7vSSLt2WMYNWuqZXniCbX/v/66qk0fUdZ86zH36addU60gpWICijoOZQBvwQA+AR57TB3gTjgh2Uvi2e22fLlaxWXKsFycUwLLshW1XkNtu2hKOZ10kpGSn7dLF7V8jz/um+ZkObyEcDKYSKYhQwyjRAm1zA89pO5xhSU3N7ZgtqjydPp29tlFrzPUMwyztFJY+yBOmvMvIhw8cCB1fudSjd4u+aUQEbzj92Hv3jDX+3nn+V14+V3qG7mS6b8tI/2u6PJ/I0ea2w33UX/f9PvHqVxX7s23mK8/Qe4IP7jzSLk4J85RIv39TOSpaKZlNw4VvBf67bIe/3ARcft2/+kp/LuRUjEB+WEAHyUG8AmASAQHt0mTkr0knt1ur7yiVvFpp8Vt0VwlkpMHu3mjaU0Ote2Kqm+LW7VqqkXgxRd9JxBr1hgpR5+r9OzpTO3fpNHBxB13GItvuy22YCJZ0JSEZT7qKFUHW3fDWbXKuQ09fLhhrF3re3zHHb6Nq8+EQ62zW28Nq7U07O9c69bqyYcfTq3fuVSDL1x+z7dDmcXNVXbppWH+rd7WnToZxksvGetuUI8nlhpi5H34UWzBs/7eZWdH/30LuDgRj+/s8hFTjVXS2Bgk4x0LfhPNibrqgdz8nXvzzfAvoKO13rYOPE6yMAMucFmleO8fN283r9vJAD46DODj7K+/DAM/1DiR2Lw5ucvi4e12222+c+t0F0nwbTdvlSoRXJGPYNvpVurAkym71z3rLPXcLbcYKWfOHLVstWsbRl5efFp5EiawRdlNwTta2fO7+Rr/+5+adsop6vFrrzm7fqyBOjb6qaf6poUK4vTf653+zjtt13PYPTiWLPG1fm3dmjq/c6loxAi/lXmvDDfefjuMv7NpTTxwwDBGZavpu0/sFHPwnJf/t+Z9pAKXL06tn5PfyHO8+3ky4LsTze9ZMG79zhV1oVlfRNeH1BdeCHLMxRUPzICeRS7i1u2WDnZGEIeyjBwlDgpHb9ok8s47IjVqJHtpPJ+BPt0T2AUrmYOsuJiO54uaF0md7OifeWSxRU7GefMiy2kWSX3bu+5S9y++qEodv/lm5O8XLyeeqPJGYZ0iZ5oTtX+TxlI/2kBCNjclHJo5U5XkLFdO5Jpr1LQTTvDPaBkrnXkR5RN0eTokbura1TctWAk3a3KzI4/0ZfkPKK0UUS3m557zbbdq1Zz5jF6EdYv1PHCgHKpY1Zw0UsbIOT+Ojqwmej5s5i86DJfZ0knKLpwTW63rMWPMsn9Rlf+z7lNxLtdV67CMpFUJcdLJJ9sXi4ilXJwbFZXQD7ZtEzn2WP9zqkIvgrpy5cuLnH12XJaTKBRmoafYBcsoi+k4yCH9tM4oixMtpANNVKmZNJOTYybLNbVuLWkrnEAAyWNRPhgefNB+3qLgR/7KK6PLRhyYGTdYpvZ27VSib5Q5tr52KmQ/LlNG5PjjRRYuVOXksEzhQCZ+XIhIqez0l19u3hkZGZKB0mjxLr/mZFbuxx7z7dQI4gFXpJCNPtr6S4H0lSSwBlvWIEoHVWD9LNZAEAeoNWtEVqwolNE/3FrMX83cK+10NZNevZz5fF4UEOS+svEMuX5KZ0HLTfGxI0WKZxTOIm/d13B///2qEsNZZ4mULm1OHmaMkfYyR95sOlouswbPEG72/1jL/9lcXPD7WwevcOqSaFs2HJTaslHWSUPb+b791v94lmqVOMaOVVUfUZwC/9+8OTWWK9HCvYCMNifA71shKIF8333qpKtkSUeXjygsCekT4BLsQh+lYN3WMGZOj51Dd6Oi5qeYt9uyZf65q9J1XHs0ieJivVm7ITr5nXO626PTBg5Uy3POOWrcfoUKoddTYNKglMhO369fwQLNmTgx8WPgi0oUZ50emBUe3dhHjTKMWrUM4/bb4zP20jq8AOM+rY+DLPPv1422/34OG2YYlSoZxgMPhJ0pe6SMNBOv6cefjP1BjW9p0EB99pEj2S3UTv6+gvWP4S41ahjGZ5KfeRIHjxtvDL2v7dhRkOXf+Pnngsl/Xq+2R+XKNr8z4Yz/dWHiyE+HfWHsljLGCmla6Dhsfdy2rWH88kvqVOLQv5WPPuo79s6b58xru/U7F+75gR4nj6/Avn2GZ7h1u6WDnRwDHx0G8DEINhZNB/Enn6zGSl57bcr+QHthu738slq97doZnhXOiVG4JXM6dFA3J4N4DIvbt8+Z75wbksLdfbdzFz6SwhKM5p59dvyDiaLKsqH02++/q8A03KAe7r03PstrXS7c33STmq6/ODZj2B8qP9oMum2/n1i3uOgQwYk1gkX8RwfxZg6F/ft9CT8CA0EKcbzMM1ZnN1UPUDdr9+7g+9RLL6npzZv7TcYqRhZ7uxKSMZVuTOEEYK9P+tvIFRWt15C/CtYnjr/IJ4CEo+XK+acESPaxzu63EoUqnHp/t37n8Hv5SLmRxnDLRUHrDdMnlB9plkrFWHhM+/ZbwzPcut3SwU4G8NFhAB8jfRKg67xXr67KxdWv7390ZPAet+3Wt69axf37G54UboKrSJKpxaO1fubMQ45851I9KVyw7WF3C1Wux/ELEcGCZLsAAa3v+R/i0DffxD+YCBYs3XVX4RWDC5+hgn0E0aFeExcCXn3VML75JvZ1edFF6j0mTPBfDsv6ibWEYKhM2TqIx8UBcz8J+Mw8KS0s2PYoLzuNjVLLP9q02890Bk1cTArQvbt6auLE2JbRLdsNF8WXyLHmh14x/E3b3iXr1hlGx46hj4Pxuuga2CsNedVCZZx3Ioh3y7azs6KnOn4EBvF4bG5jPG/5CujcoKZx49SKRkF5F3LzdvO6nQzgo8MA3gHBLj3rW5zqtHpRNNutTRu1mt94w/CcSFqjIymZE05Zt0hvr77qTAAfbk+CZGQ/DjeTL7rV4yQ/oRciIumSvnixYZx4ohmRJPxiJwKj2bMNo1kz+xUyYEDo1nbcQpXg0pnee/eOfZmPOUa91owZce0tEuoigD65tgs6eVIa2fbIkhxjv4QoAffPP77u8ytWFHoaIyB0l/FY6nu7Ybv9+qsaxvGVtPHvhWJzIQtf54Qe64K0tOt2lHheRHDDtgsniB8mo/wuEurg3Xqoveqq/Amo966/F8uXG27k9u3mZTuZhZ6SAklpkNxIpzm99lqRDz8UufRS9RjTI800S2FDLpUff/RuBvpwE1xhPiTkQYI3QKJsK/340UfVfOHMW6VKZMvqVDbicF8nGdmPw83ki0z74RadcCw7vV02arus1XDccSr71NSpDr15BMs3cqTI6aeLrFyppterp+71MbRiRd/nQPp1ZJ3q3Nk/oR2++CgFYJf4S2eyjDUTPb5cSEBaqZJIkyYxfz+lTx+RI44QmT07aIUGJEi0QhKxdhPyKwXgd0RnwqeotscQuU9KyEHJK5ZfPeCmm/xnwG83Mp41a6ZuQXz9tcr/2LGjSIMG/tU9vOLVV0VyJUvayjdqwty5vif1cSU/CxwSdCbyWBesgkqoHH5+30Wvw7EyyDkndmvjqMYyRkZKbkaWjJERknfvaGn25nC/Sisj5V5pNSP/NZDQEd+Lli1Fjj5avTaTMVMSMIAnZ1hPjnEygPuXXxaZOFGdGFunO1zihRRkVN+3TyWh1pWavCTSEmWRlGoLNS+qHuKkDOdsr7+u4pjAQF/D9Lp1RU49NYqU9iGyHxf1fpgvlbdHUi5EWIP4EiXUPc7Ggq3ISZMkE/MnCpYPQShkZorceqvIn38WPlbCddepq0xYQTroLVXKF+wjiLc7puoA/qef1GtGC+tnzhxVVxFRWqzfT5QT/f13keXLbefB97FLF9/j114TWfvzAen8YFff+uLF4JBCbY9hMsYMVobLaJkxfqn60UBZvjvv9M2EQAUQHdoEjYMHF35duxKdbocKiQjgx8pwWX7ePWriL7+oD2tzUTCRx7pQ1VZcW87T6WAdF1awjXCh1Bpo52+7jG7qmJJp5Kn7f3f4/TmqceLize3bR8ih0zqqkwC44opCF2+IEiohfQJcgl3o45iFPpz5KabthiQ6OteUF0U7HryojPWRzqu7+AZ2841nFvqi3i/Vt0ckQxoc9f33vu7W6GquF2DECMPYtMkwxo41jH//LTgmIft8wroW6uOgddhRsC7/+liqV9aFF/rPH+yYimRxyPiO5xYtSp3v59Ch9l2RLazJJb/7zlDZ7/GgdGnD2LyZY+CLEG5CwHmf7TeMVq18M6ArOFLLn3KKeozSJnFMrJnq202vR+T7M4c8H3ZYyKEriTzWxZq/JdZu/Cm37Yo6F8VBZdIklVBZz2etqKFvl17q9+ePVBxdeCPq4UkuPI9Nue1GBTgGPkoM4B1OGIXpOHDaJYFK0Uyzbt5uffr4hs16iQ6qMZa6atX4j+uLdswh3lsH005/54p6v2SI9EQ12IUIPa/jnwXBq04hrE+2rTc97rxRo4ITsYSPgdfHzSAZ3Qvm1c/rsZehgv3A6V3yy4Y980z0yxska3zU+4NO7oAgMYhjVb4w8/Zn9xt9D9591/Yz86Q0vO2hS/L5bY/fflPpyXXiRGtWNmx7y++104k1U3W76d8dfd3ohhvyn7jnHt8A8yA5feJ90VUvm05aG+ktJcfAR5J4NBR9TBg0yDA+/9yXbVGXCNA3VLCwHjP//FOtFP38SSepShf582yXSv4r0KXBeyp/58hgAB8tBvDkxu2mf8yPOEL9piDQ9Qq7wDXYCUmiW6NDtdbH4zsXSU+CRIn0RDXY9kSCc8ddeaXvJBsJufTJmq5/Zb0lshU3kgR70QT7gSe6Q4ao+a01vyN1883qQkcRB5ews9Cj9hieqFix8MWB/BN5fS5dRnYb+8vknzy3bFn48+V/Zv7Oxfj9vOyyIi+SxCOxZipuN7vjFK4Fmutr+HDfcSVIhv5gr1GlSuy/UeH+Jibit9LRbRfpcTGc1wp2wwVdHEcCXxefQ7fO45Z/oebL7qONd+V847/s8r5yKi5OyJyK3zlSGMBHiQE8uW272f2Y16yZ3JbZZJQoS3ZrdDp/5yLtHWC9EKFLnZcqZRgbNji4UNYTOGuXFD3dmvXdciKWkO0WSUuTEye12BA6+I2WPqkNIyrD26G7ccj9Yd8+34kwhjLYfLbRxVUX70mSX+tdv2iQz5xO37m4fT+RUl7PhFZ5m/3M6y3wYVVB0OtDB/PnnhvyWHfBBWq2zp3js2yhboHZ6J38rXR82wXub7EMt9S9rnCcwTEV3eKtF15wITTY6+Lir17RxYsbCxYYRnXZbDxcbmTRpRddINW+c+TDAD5KDODJTdst1prLqSySEmWp0hqdzt+5aHsHoPFVD7W9/noHF6hXL19LC7pGBuuSHnAilnLbzYlupX//bRgffGAYGzdGvxx67ApK7oUBJZf09xRDhm33hyOPVDPMnFnoqZyRvnHaDeU345+K9Ys8YU65befG7yfWnc6ZoC+wxHmMd7K3m3XdzJoV/HdH5w54qPxo32d74gnfDBguGGSoydq1vvX1++/RL2ckLe/6POCtt+LXcysu2w49haz7X2AOpXCOf4H5RfQY+HAvDAT8/YFho43hGWrazjsduLiQZMn+zlFwDOCjxAA+zTk1BisB283pREKpxulWnkTjdy58X3/t22eXLnXoRXVrC1pSImjl4XazsW2b7wv3339h/Ym1FyrOgZETrRBsmxNOUONUA2zZ4guYCmqVF3GizG3nEHSFKaKbsJNjvJO53SLpjq5zB/j97iBgx5h4PdOttwb90dWpKNBon4iEdYnoleb4tvvhB/sPc/HF6uKSFip4Dnwu0mTKwX4f8i8oTp8exmukOB4rUxfrwBNFQ5cbCSxDkoKlQiKquZwGJePIvdq0UaWnsM/efbcDL7h2ra8ElrUsVrBa8JZyc5njxjmwAB6zerWvRn1gcfYgfvvN939Ue7OtjY3acAsX+teLy/fPPyjbNUwOSHGzVvmhTNZ8T5gXX1S101DiMEipvkhKdKaqYPXTgxkl95ql5Px+d1BeEceMxx5T/3/ySZFLLxXZv7/Q399wg7p/6aXQNdpj/a3r21eVPMVhMFHbwSy/GaykY6g66djPUP9WO/54X5lKlIrUcDyvWlVk3jz7Y7j1vQKfQ43VTp1UGUzrMurjvnVjBPt96NChYBYcskK+BlGCMIAnsqsbrQ/0oX4sksjrAW5S6oZT0owfr8qZf/qpyKxZMb7Y4sUiJUuKdO0qcuyx/s/hRMvuu+z1E7Gff1Yn0aglH83fQpMmYc2+Z4/vuFOhgrr/44/I3nLHDpHVcpQZvB+UYlIsjzXfE8L6e3fgQOHfQwsEh+vWqWBx8uTEB43JrJ9e6HfntttEpkxRFz3eeUd9V4YO9Zvl/PNFKlcWuXbDGPmm273y5psqHg33kBPub12PHireTGh7Q7DGj44d7Rs/cnJELr5YpGZNkRNPVFfsYOxYtVPpY/Fdd6np+HHYtUukW7fQ52N2x3cc92bPtj++Yz7rxYVgvw9z58r3546WLMk1f6P8tl3gaxAlSkL6BLgEu9CT6ZZbUiJRSajt5vYu5kVJWt1wh/A7F7l+/Xy51my7XEcy9AXjvn/5JeKhL57cbvj8l1+uVu4xx/im6RrIQbK6F9D1jrGBwoBhEDrBvO5KP2VKiD84cKDQ2OHfLhhY8GWvLeuNFw8vuquqJ7ddIjmZBTwCydhu0dZPL/J3Z/ZsVa4MWTlt1tlrR/lyO+jXxO9cOF3dU/E30W/b6f1k8GD1hUflCr1wej3gu/7cc748Czo5JdZbUftfkrO/P/xw4XUe7rZLNTxWpi52oSeK1po16go6oPsgrqinUMu7hl5h6K6IXnt2ML1uXTWfG+GCvW4sDPyM+vGjj6bUqAaKEb5m5cuL/PijyBtvxNj6U6WKaiZJsaEvSYHPjyZSWLlSNZHrdRa4fuyGCx12mEjr1iItW0bUfb5RI5H69UO0wKP5qnlz1S1/82a/ZTj8vUfM/34hp8pGqSOPV7TpHUXOSqPeKdH0TAvrdwddtefPV82zAfvrysvGyJVrRshwGV3QFR82blRd+dGl39W/iXo/uf9+kZ49RZ55Rj3W6wEnI4cfLtKrl2pxL1VKrRscHLDeQu1/eL6IYR3xhG2jOwNYhbvtiOIiIZcUXIIt8GkO2arr1fPPvpSiLfBOJxLySomyVMHvXHTGj/dt4717I/hD3UqD7PPWxxF+dz273axl9b780v+xEyWbbFqqkEdQ5/dCbi9bOhM90n9rI0cauyrUNqcPrfg/8+mGDS2fI0iPCs9uO49zSwt8VL87+d+pvPySZrOkk+1rozzdhPIjw2o9T6XfxELbbskS//p12r33+i9w9+5hJ8R0tLRcFKJNGBxtZZZE4LEydTELfZQYwKeRwG63yLTcpInvqIzaVknOMhptHXg3BLiRSOUfwmD4nYsOgnbsv9iP778/gj9E18ymTf27WkbxnfX0dmvc2P9AcfXVhcstOXCc691bvRSC92eeUf8/++wgM59/vpph0iTfNNTZEjFyJNM4/+S/Crrjp/W287BkbLdwuqPjeVxXiul358cfC140N/9+uIzyey9dbQH34Q55S5XfxELbrkUL+2Pw7t2+gvSRdIFP0rCOWIcr2p2Xhepun+jtyWOlN+LQ7Pi06xOlON2FFO64Q+SMM3zJmgDJUkB359Lzplh3eiQMOu88lW0e3QKR6AY91bzUaxifxZIEljwMvSqRx+iaa0Tuu09lbkby4ZCQ8Rn9GHU2Y93VMsW+q0nXu7c61mlI8nfFFWqFo1sqEkUFrjNMRzbo7PBPFX79Vd0fcYTqfR8yiV2zZiLTp6uu/dpbb5l386SDVGxSU+RbkZ071Wa1JqYmipbujo7DRiDdHR3Pn356jG+ElPw4G7dkjB4tI6WZrJTLZbIMlXEyRnzd6pv95eLfxIEDRZYu9aVqnzHDd94E6CJv7QIfzvE5VLd6/XyKJQzW1Q0Qttt1tw+s0oD5kVDRWg0BwyOx/7khISQlDwN4Sk/WwBx1XZA+FyepyI4a+IORwB+LaKTkjzlRlK68UmTiRDUWftQolVUZJ0dtPrtX6jXMksyRlu8mxnMjvTNS1yO6CxwnySDeR2d61se5ZcvUOsK6gkOHCq+zDz4QufxydSaJLNsRjIFHAF+9ehEB/NFHq/sVK3zTpk5Vd3KpOWQWcDKMJNQVK0bweYlCwC6N6mSXXKIOG9bgCWPJYw6e8F3CxbHRo+XrFr0l5/we0l4WmE/1lKnSQ96RYpLjNyberVVVzPKbEyb4Ms+3aqVuoIN4fV6l82xAUcfnUNndE3RsD3eb4Bokkt0Hq26Aabg4hGuoaHTBeVukwT6RFa9nU/rS5T8QvINd8B44LxHFFeLwhx5S/3/8cXU+iBjyhVeyJPPeEWYyKNPu3arnjK47h7PwMMpfpSWsB1wNwXpBoI77Bx5Q66hfPzUPzi4D1xl6JWF+lOULA2bVwTqS2KF0PCD4/vffIgJ4nMViG150kfxa4Xh5Vy6UGjVUrwzr9Qcip2D3wy6Hzicvv+xgKbyA8rMnn11VrqwzX+6TIebTiNcQvB+Q4mbw7vaks7J3r7pwCnbZ3tDCYK2r7qLjc1EJgzVcq+nc2b8lPRAOcevXqx6ToUoZ6mkI9lO03YhSAAN4Sm8jR/p+eNjtliglIOALhBPdETJamk0ZISsvHSXSvbs6E9KsF99cdpIYVwHBRCEYo4BazDhrxAUR6zqLsAb8n3+qE07E+2i5QoJ5PQTCthW+cWN1xQbR+ZYt6v/33CPXHrNItktVs252pUpqVgbw5DS0mOogDcN2HKufHtD1W3fZH5Zxn8yWToJYEMF7CTkow2WM66uq5CF6/fBDkZtuUsflwPWAKyMurWwQKvt/tNCjDD9d4Qb7RHbYhZ7Sm+5Cym63RClBt0zYGZPf1XT0WyPEyM42T4TNrprok5jEcZIpzW4cqZ6m/3/VVWrc6tat/ifWEQbwuvs8ur7r8eooJff33yqAP/bYgD9ApH/22SrSR88J8Q/WEbzjtmlTkBZ8ohjMmaPuUaXMUTa99dCqv/zSMdJsypyCbvPDZIw5Br7npSLNLnTxeQciW+TUwC3FusA7AdsO3dkDx6pHCxc3Ix1bTxSIATylr8CWqUjGZhFRXBTVMoEgfqiMlRI5+Rfefvgh+Mz8HtufRAdOQ4Tdv7/IokUir76qksuhCSjCAN6awE5DAI+XReu8rfffV/fou/zmmyLnnCP//FPWnMQWeIoXdJ3XDcOOB/B2xiB4HyF5946W09urhHW1ag2XvPkize4dIdIsyuMVvstoJrb7W5zT4GJcPIf/2fUB9yBrwmD03ECng2hUq6bGuG/bFt78bs2LQPHHAJ7Sk1230hTPOE+UDoK1OGTLIXlABskhyTa7nuZmF5esFOs1g3NlV1aEQD/3M89USetee01k/Hh1lokkgUh6Z43Iw2iBx/h3TY+DD5rITnvlFTVO//zzZceO98xJCN514joG8OSkn35S+1S5ciInnJCAN8zv9ZI5fLj45ZztMFwNZo22p5C1oo71OGg9x3GS9YJBXp6ces89kvnttyKDB4v873/xv2CQAgmDY2kVR+CORK3hdGrA2HvX5kWguGMAT+kpBcqTEFFhCHxHyr2SK1kF2ZkzJVdelavlMlGZ0OdKe8mYOU86fJE6vWZcXw7o6qtFZs5UmehAt74jeEeWrwgz0Ftb4G0DeGsggONtfhbrg2dfKHdNHyNZkiuVKt3LFniKa/f5du0iqpIYvXh1J7dreCgq70UsLBcMMlq0kCqrVomBgx6mo/an0xcMUlCiWsXdnBeB4o8BPKUnj4zNIvIatDj8UD5L7tylThLHyjB5QvoUBO/wXenTpe5GkXmnDZd294pkJjmI90Q5oHPOUYnk0CQJ5cuL9OwZ0dlqRAG8DgTQff+xx9S0EiXkwNLVMkbGyciM0eYi6ACeY+DJFePfk8EaxCN415UmYjkeBuuaj8fz5pnvlZn/5TaaN5cMHbynwfmTzkyP47vdCAK0nteurSobbN6sRieF6jKP1RzYZoR8gCn/m0FJxQCeiIhSBk5mDn9puIzogfHuI6SLzJR28oVZeglJ68wEUHuHi+R3Q6xTZ7h81lOkyaFcWTAv8d3XiyoHFFj7N2Uhn4CuyAHITI8x6WHCZ40ogA9sOYTq1aXcY+PMbfxU5eEyKoNj4Ml5iG8XLPBQAG/N7I4Ph4OOXTm3WLvm40veu7e6+lG8uGT+8Yd5XM78+uu0Cd6tmelxcRar2nrs15nq8fzpp6trHUWNd8dvyMSJYpbNxKpE+dSPPxb5/HOR7dtdNhyLEoZl5IiIKKWg5aHlO8Pl85LnmsG7WIP3/G71GlpBjp4yXKo/eW9BzXjcN2igWsbjzZPlgJYuVbWdI4ALJ/v2qezzOmgH/X807u/fHyTo0Navl3U3qG2sA3eOgfcuBC7z52fIggW1zftEjVz7/nuR//4TqVJFpEUL8Qa0vOfk+A46sV6ZsCvF2bevyDPPqP8fPFhwUdVIwxK8OjM9Wtqt0DJv7XEV7nh5BO+XXSby0EPqoiV+U7p1S/zvGbkHA3giIko5FzZaKl2Mzwoeo25yYPAOuvUDLRV23dftTnoQKKBlBA3MuI8lcPBUOSB0m23aVNV7QxOSdcXgJD7E0CPd+o6A3dqQj0zyqBIHtpnoceKvx9gXLy5Lzx1e8HfAFnhvwvcSQUmXLtkyYUJr8z5RQYruPo/ASJc7dDVEi3rM+0cfqWnffKOK2zsVxJcoIfLkkyI1a4pceqkZbSJ4z0U5T51MNM1gta9bp6oZTJ6s7lFMw9r1PdwRSHq+GTPsj3Whfs8oPXnh0EVERF6DE0MMgkbJp2LFzczzqJscLh3Yo/u6NQ7VgYNTrfWRnqClNPTR1Mnr7rlHpGxZ1VSpk2KF6MNp131edynVmehtA3g9ZhdR/8GDUuflMX6BOwN479E5IwJ7riQqSPHU+Pc77xR5T1VtMA9mZ52lurkDSkIOGeKbFxfgggXawS7Q4Upa/nfTvDe7PB1tXv3MHTlSPnr7bfPer6U+jejM9Gg9x33gIVKPl9dd6wNhet26aj49HCuS3zNKXwzgKa052RJHRA565x01eHDIEJn6ygGz+zzGxEcaxFu7rxcVOLz3XpCzrBAiOUFL+WMdWtysZ5Do847BmWFktA4WwIccB2/Nln3ggHl//HtqGwe2wDOJnTcUlTMinkEKXvOzz3zHg/btxf3wgeDUU0VOOUX9/+GH1fgAeP9934rV49oxONsarAe7QIe/Rbd5HbzjvkuXgu9s3tCh5mzmfWB3e/IbLw+BvxH6sc42H+5wLFTr4zkriUEFdu7ciaOcee8lBw8eNKZPn27ek8877xhGnTo4JPpueIzpqYDbzb247WKwfbthjB6tvpC4Nwxj7lz1cJio6bi3fm+Luk2ebBg5OYW/79ZbRgaezzPeeSfy7YZjBv4et8DXxC3Zx5SIj3WBKyd/O4TSs6ea9cEHCz93883queHDLRMDtrE2q72a/sGJavrSpWq2atW8/53DPop9Hfsr7vHYa/R3uagb5kun3/uwjBzp/3354gvfgaZ3b/W8dsstvg/68ce+6Z06qWnHHGMYU6eqv7H7jm/YYBilSqnnTjnF/zuL17D7zuF56zJQyP2vbl3//Q/f+0h+16Ldh71wrPSqSOJQtsBTWgrVEtejh7qYzCucRAm2YoVIw4bIbCUyalRBi69u5R6XMdxsiUeN8Eig+3o4rRsbNmTIypX5LVdxSGjklu7KeZN9JfswfCH3nqITVEXcAo8Dq02r/nvHqG1cpkRuoS70dq22XuH00I5UlYycEcnusu8Y3YKOVm58f/r1U9OPP17kqaf8W9DxuHt39f8fflBfHmTs0+MHli9XY9lxnD3hBP/3wWvjoIuslBhGg53ROiYer2HX0o7nQ5XoTWNOjpd39T5MjmEZOUo74XThw5Au60k4ukCxJieFrI8L+sQqv2shRQBZzy+5RGTXLrV+hw2zLduDID7cQA5dFPH9xbnoW2+F9zf//FMyqsXH8QGl4nChINGl7JwscYcTwd9vWSN35icOLHHooDxceYxZ2i/UMVAH8I0ahRnABznRR6D+BLLQny/SyRLAI8H2nj0qnvAaHWAGbid9cp7si0BOSnTOCM+UeQwsvYigfMkSlVxu0SL7IS6ffOLrHj9unOoCD8jcpxtxAX+P1Pz6PZAKHdEl5kMODGtWSv0ebNmIerx8tPXl7bhuHybHsAWe0k5RLXGBeIWTgraCWIWR6CumZEJed9ttIitXqizHr71WKD10sFZuPdQz2Bh0Pb4w3ICgUqXAWmfOJTRKtEhL3OEY92OPMXLnrhFmK3hJUbkH8BjTgx0DMT59xw71/8MPj2AMvA39OjpwL13al6Tei+PgkzkmPBkSnTPCc2UeEUAjweQHH6jH+bkjguanwHQ9fh1fJDT94u/xwXVgnpcncu216vfr5pt9r4Xpdq/NlvaEj5cPxXX7MDmCATylnUi75nnxJIocro9rTcYVTj1cJy4CeMnrr4u8+KIK2tG/sHr1sLshor448t0FBvaAnp9IhobhMPju5ie1D6pqVUO2by+Z0JrUqdJdGZ/39+vGyGhRwbsu2Yd7PMZ0PG+3XnTrO2oZ27WQ6yz0CKSKWq8627wO4HEi6+Va8J4LMB1M6uUET5V5tP5OZOd3oC2qBjvm1UnoUO0Bj8eO9SWORBd6feUN05591ldP3jKMiRIj2IVqz+3DFDMG8JR2ouma57WTKApTsJZynNQgOtT1cSMJ3p26COAVq1eL3HKL+j8+vx5vGUErd2BgrwMEDNXUY4o7d1a980P5++8MefTRxNakTpXuyji2/bcr1y9413QQj+fxlQjMDfLrr8HHv8Nhh6l4A3FBUSeZOkjXWei9XkrOkwFmCuWM8FSZRw3d4fFl0i3roXpzWas8oG4eDoq4t3bH179FoFvlca+nUUIF/p6hEIjn9mGKGcfAU9qJZpyRF0+iSMJvKQdrUI0TI/y6gm7diDTotp5AoUUEr5NuwTtOKjHuHYObEWlbxr3HMr6wqMAb3e63bw9v6MzUqSLVqqXOuPZojnXBWngDcwSMkuDdYguC+rFqd7XmBgk1/h2wvjA/TkrRjR7/D7cLvdcDeE8GmBHkjJg7N0c++eRHOeOMltKxY7bj361IvgOuEHihVz+2+40KvCCsP6ROQqen63tMt5aMs85DCWX9PcPF0kceCX7O6rp9mBzBFnhKO9GOM/LiSRRF0FKOe0Qg+sQIrRiApsVQrSBFvb4+WYrmIoDb4TP36qUGvb7xhiORsR5THAy+86VKicyapXruIzi3o3M8oaXfrZnBsTrvv9/+ucDuypEe26y5QUJloI9kHDzWd6gWeC+OgdcBZjBOjwlPJdjv2rc3pF27jeZ9PC6MWX/vA8Wjy35c2QXldr25glV5QPeZ2bPVdLuxLOhao1vrWdfdVeesrtmHyTEM4CktRTrOyMsnUVREUjlEFcceq0oToMSZDt7RWoExghhXGM3JzqZN6u8RvGPsd7QXAdy8jvHF6ttX5LrrRJ55xpG3Ca9cnDrZwfd/27bQrxd4nuu2pJY66A08uQvsrlxUcrFAuiUIF0uQEBtw3h9sjHs4ATwSXuu/T5cWeE8FmCmqTZtCOTFTpsxjRIKUXiwI4q1fPhxvQyW2syahi+TCAKXUOWuZMi7bh8kx7EJPaSuw7NMvv/h+06zdlHgS5eFyb3qD23WVx/NXXKH6UFvhTBDBe+DJDujXGDw49LIhWEftXmRgQ4avP/8UadvWviukV1jXMTIeV6igssphW2Bd4uaCMcVuKtuDJNI6OJwwQeTbb1VCv3POEXnvPf9lt5bqC5e+GKIvmNx3n8irr9qX3QwngNfd59ExA70kNC8nsYNTTlH7VGD3WASY+N3hyXlsnn9efRcQyGMfdeNwGFOozO+x/GaEujCgn6eUOmdFZwlc/8d+jfwulH4YwFNaC6zLecwxqkXJ2oLHkygXBOCRjl/XrQ2aNQDHWTQuc999ty+i0Bm4dHd3axKgaE52unVTwTuilEGDRPr0UY/xi+zVIN66jp96StUH695d5IknHB37n4gxxdaklqHq+ibbxx+rC5MIgK+/XlXoQwC/ebN94IJj3MCBIg8/HP17BqtdrjPRhwrgrd3nrT0BvNwCD9Onq32qVSu17l0bYKYgHLaRWB1uvTW1v6+euzBAcTtnbd9etS38/LPIlCkiN92U7CWjRGMATxSiVZ4nUUlkF4DjRAMbR7eAhwrqA1vFEVU8+KDIyy+rwBGJ09B1G9EMmgefftp/fihZUuTkk31jA61Jg+wS/OjH6FYfzOLFIvPnq/9jWc48U2TAADWQGDsgIhevtnhg/WAMpv78Dgfv4SSpDEz4E21CSzcktdTZi5FmAOXd0OkDli5Vu6iur26lA2e00mPkCBLWOdFDQbfAo7NJJAnsvD4GHlAGES6+mAFmPC5i4YI8EldG0ruEKJXhGHvjjSJ33inywgsM4NMRA3iiIlrlKUmsAfi+fSJXXy2yYIHK/h7YAm7Xqh74GtbA/NNP1U1r1sw3v84Ijx0Bv466Zm6w7vIhgs9M/J01OR0GCV9zjYpyjj5aZOVKlYUdfeBwpvn++95u8cBFim++8T2OQ+I+a1fwwG7JdsNhgs3r1qSWuPaDa1xYzfiqYMTHbbf5Sj1j1ALK6a1aJdKiReG/X7hQ3V9wgfrK4RpTpBc47HooWLvQ6yC/qBrwbm+B19si1MVgVEPA9Ujo0SMpi+k51vWuL2KhBwquxxJ5xVVXqdF6OGYvWybSvHmyl4gSiUnsiCh16UQ648eLNG2qIhJkE8QZr25pL6p+us70DogaEFFceqlIv36qni4uX+uBwngtnREeZ4Fffhl+0qBQvQh0EiD8zfLlqvv4ihW+s/nzz/f1pfWy/v3V+oWiahgnqM50sHlD9bpJ1aSWSKyHLPnIln/PPWpaiRIi33+v/o9g/rjjfB1BAmF31gnpTjwxtoodgT0UdBd6dHzRLe2B7DLQu2UMPNYdOupgiALusU/pbRGqgsEHH6i/RW+HYGX4KLrvANa73vcxjchLqldXvZwAo+/0scerHfgogEEFdu7ciTYG895LDh48aEyfPt28J/fgdrPIytJVvfxvxYqp+9Gjg/8tnsM8xYuHnlfPp58PfBztttOvc/PNhpGZ6Vt26+tu3mwYGRlq+p9/Gp700Ue+z37bbTGv43Dk5BjG3LmGMXmyusfjUPPOnHnIGDDge/N+2jS1SfRm0Tc97Z13Erds4cDyBC6rdZn18vbv778JrJYtU8+VLeu/PPjbOnXsXzvUDZ/Lqnp1NX3cOPvP/MAD6vmrrvKfPnu2mt6sWWoeL8NdP3b7zplnxvUrkPKc3G7hfgfIGTxHSb6hQwvv6zgWhdrXud28EYcygLdgAE+phNstSAB+3HGGUa2a79cK04v626KC8kinR7rt9Ovos0u712vb1jCOPNIwvvrK8Jz9+w2jcmX12U85xf+5OAfxsWw3u8Csbt3YAwG71y3qpCvUBYBZs0IHkNjtsNz4m9des98M8MIL6rkOHcJ7v1DBkn4/62fWX+Fgn3nwYDX99tv933vxYjW9Vq3UO16GChqLWjf//uu7BrlypZGWnNpuWJ/hfgfIGTxHSa5gx56iLjJzu3kjDuUYeKJ0zdLuBoHd4/Vj9I9Ed3prN+zA9RCsti3YlYyLZxkd69j6YOO+Z8xQA5Sj6auc6jDoumpV9fnxOV1SqigeSS3RxRdj7gPHlAfL3h7sNQKrZYQ7Jh2ZzmHJErXKrZ9Fj39H9/micoNEkmcg3M9c1Bj4VEtih/WH7RBtfgBsPyQTxOgg3Ch6en1GkpeByK1CHXvcVOo0VXKRuBEDeCK3iqRMmhsFC8AxyAtj4JHIDhnN9Xz6eS2SoDzeZXSsY+uDXXBAXXSvXliqVk1k9WpVmg8FyQPXdwon7nMyqWVRJ11wyy0qZyPG5NudaAQLhsOBExi8JlIw7N0rsmaNf+AYKoAPpHMHFFV2M5ITzWBZ6PUYeKwX5IHEuH43BI2h4NCl82iyRGnswq0IkeqVI4icvGD1v/+J1KjhrcA1Eu++a/8bhQvQbj/uMoAnciu71uSiErq5iV0Ajs+ng3edQSxYq3qq1LYN1osg2HIgQkFTJIp2e+3C0kMPuf/CUpwDvm3bRK680v5EI5oWXyucxGHztGwp8vXXKpGdDuARHKO8XLgBfLg9FCJpGQ2WxE53TMG8qfTViCUYtJbne/55VeLP7SeUyRRuRYhUrBxBFK9jD/LGavr3BCVC08G7DvR2S2UM4InczBq86i7aXgjegwXg8e7q7rBMZLlHethwy9AhjezNN4uccYbI1KniStbPt3atL13uAw94Z99MUMAXeKIRbYsvgl+cvOlrXggWdQB/xRX+XeoRHGNep3ooRNIyGqwFHtnz0QqP4D2VAningsGtW71xQplM2Lex3wYreRj4HSBys2iOPfr3ZMqUjJTpxRQvuWkwxIABPJHb6VZdXbvcywFSqrSqhyvSCw5HHCGye7caJ55KfYUjFXiRAtI8eI/mpCvwRCOaFl+7MekI4ANLyVm7zzuZhiGSltFgY+D1NDyfSuPgiwoaw+WVE8pk0iUPe/QI7ztA5GbRHHv0cWbgwKyC8qBe9UUa5MRgHXgit0PwjkxIOiDUBaAp6fIQwAYLWjHdekEC/8eg2MMOE/nvP5WkT08//XT7ixfY9qmaqBDRiBYscV+annRFEiBbxzKuXBn5e+L9Alt2rQF8Xl7k49+d/MyYXreumi9YF/pUrQWvg0YnWE8oKTqNG6veGuF8B4jczHrsifT3ZMOGDFm5sop42V9pkBPDFQH8unXr5IYbbpCGDRtKqVKl5IgjjpCRI0fKQbQ4WixdulROO+00KVmypNStW1cefPDBpC0zUULo8dTopt28uZo2fryaTu77RR45UmUvg+nT1T3O6DHuP/DMXm/7VG1SGjzY93+duC/NRXvSpccyWsdN29HdhGfNEpk8WV0DwiiGwMClWTN1TQXFAfQoh+++U/cnnSQJ+8zWllHQrevBWuBTLYAHrFu7Uw1clHjrLbUNsC2GDfP+CWUy4Jo18ppiHV97rbogdf75vvUe7DtA5HY6kag+ZYjEP/+UFC+rlQY5MVzRhf7nn3+WvLw8eeaZZ6RRo0ayfPly6dWrl+zZs0cefvhhc55du3ZJ165dpXPnzvL000/LsmXL5Prrr5eKFSvKTTfdlOyPQBT/5GhHH60GOKHbdagkadFKh7J1qdTt/P33VWu8TtqHe529PtWTFWL5nnxS/f+EE1TWnHjsky4ULHt7rHQwjGAZHTZCKVZMpEULkR9+UK3wKIDw++/qudatxXHhZKzX49/dFsDr9al7L6DjiV0yPwSZRV2AcfsJZaIFK6fYpYt7u8USRSIwkeiWLf6J64JZv76szJ+fYVbkTdU2gFiclg45MQyXevDBB42GDRsWPH7yySeNSpUqGQcOHCiYNmjQIKNx48Zhv+bOnTuxmc17Lzl48KAxffp08548tN1GjjSM0aN9j3NzDaN5cxyrDKNDB/W8k/BeeG3re4aansZi+s5hu6nfHP/1qqcXL57a61vvD927q/tLL/WfnqrLneBjZU6OYcydaxivv24Y1aoZRkaG/2aP9Fa3rmG8807473/TTervBg82jBkz1P8j+LmM+jMPGqTe69hj1WPt11/V9DJl7P+2Vy/1/Jgxqfc716OHWrb77gs+Dz5rnTrBtzOmYxta10k6iHa7YV8PtS4j+S5QdHhumXqKOs4E3jCvV78r7+QfIwLXhZ6Wip87kjjUFS3wdnbu3CmVLQPlvvnmG2nXrp0UR7/AfN26dZMHHnhA/vnnH6lkc0n/wIED5k1DKz4cOnTIvHmF/ixe+kzpoMjtNnSonrFgUsbQoZLds6cYixdLDrKYO7nNBw+WzNxcyRoxQnJzcyVv6FAzy3rWqFGSO3Kk5KHLdP77ZaJlOCvLnMc2Mzv+3prgzGNi+s5hG44ZIxl5eWJkZkqOXq8DBkj2qFGScfCgGMWL+6anmEx0l8dQgG3bBBf2c+vXlzwsZ/7+g+705uMUlOhj5SmnqPtixTKkZ8+s/FJpkfWtHzIkVzp1MuTUUw2zJSXcRW/ZEu+TLYsW5UmxYjhnyJLWrfPk0KHcuLcYPfBAMVm/3pDc3JyCMfhbt6rlqVTJkEOHcgr9XblyGPGXJdu358qhQ/l/lAK/czglXLAAp1IZ0rZtjhw6FDyj1COP2G/njAz1Nw8/nCt5eUbBOkkH0Ww3HEb69cvOb1mz+74YZsv8mWfmeLJ1MVXw3DI1BTvO4HsR+H3ZuNHIz0yfKxdcEEMmzhR0zjkq4/6AAVmycaPvc9eubcgjj+TKOefgt0ZSSiTfJVcG8L/++qv873//K+g+D5s3bzbHyFvVqFGj4Dm7AH78+PEyCmOHA3z++edSunRp8ZqZM2cmexEo3tuteHHpUL++VPjjD/ll4ED5BUdmJx13nLTo3l0a4nuD4D0nR1ZddpmsOe44lTk931G//SZN33xT1qxZI2suvdQ3fepUc7r5N5b5vSqa75y5jvLyJC8rywx4f73mGnMdHjVliqBkd252tmQdPFgwPeXk98E+4f775TARWfbff/KH3tbYTyDFt32ij5UY9XL33bXk+eeby/btpSL62wMHlsiePRvls88ie8+9e5EVrr18++0h2b4dg89rSOnSy2XGjPxB8XFy8GCmZGaeJTt2ZMprr82RqlX3m9OXLKkmIm0lO3uXzJgxr9Dfbd16JEbvy7JlG2TGjB9TZttt3FhWtm07XYoVy5Vt2z6RGTPyIt7OVarskxtuWC4lSvyV6l+NuIlkuy1bVkU2bjw16PMIWtCt/uGHv5Pmzbc7tIQUDM8tU0skvycqwDekT5+Dkp0903MXvEqUEHnsMSSArWKO+69Uab80a7bd/JypeKzdu3dv2PNmoBlekmTw4MFmC3koq1atkiZNmhQ83rhxo7Rv3146dOggzz//fMF0jH9HAI9x8trKlSvl6KOPNu+bNsWpb9Et8Eh+9/fff0v58uXFK3BFBwfYLl26SDE9WI88u92yrr7azE6VO2WKSMmSzrZ+b98u2W3aSMa6deZDsyUYGdNt+LXOB7bW27TMe0m02y7YOsvr0EEy581z17rET8v27SpbmkuOp8k+VqJl8csvM8yxjGiRvvPOos+mZs7MkfbtI/8Z378f2d6zJScHNYENOXAgQ776KkdOOCH+pwTHHpstq1ZlyPvv58gZZ6j3e+utDLnyymxp1y5PZs0q3Avg2WczpW/fLDn33Dx5++3clNl2L7yQIb17B1/uorYzxrzr3hPpKJrthla1q68uuv3p1VdzpGdPb7UqppJkHy8pvOPMnDkZMn58/H5LyDmIQ6tWrWr2Mi8qDk1qC/zAgQPlWqQNDeHwww8v+P+mTZukY8eO0rZtW3n22Wf95qtZs6ZsQfYGC/0Yz9kpUaKEeQuEA5EXD0Ze/VxeF/F2Q4rpESMkE9mhrAnDkFgMLeejR0tWNPsBfg3wfc0P3hGYoTt3sfvvt09Mlp/0Dl3us5AZH12r8d7Dh5tdq9NBRNvOun30OsI6/OILycxPZJd1772+6XrdBkssmApcmpErWcdKvGXnzr6vG77CRSXh6dgxO6rgD++FQ8XSpbiYnWG+RsuW2QUJ2eKpZUtcnBdZsSJbzj1XTcsfwSaVK2dKsWKFC+RUrarns38+Wdvu66/Vfbt2oZcr2HamyLcbMvyHN19i9ud0x3PL1KSPM9u2hTf/tm38viRbJN+jpAbw1apVM2/hQMs7gvdWrVrJSy+9JJkBxT7btGkjQ4cONa8I6hWAK4ONGze27T5PlBbZzDGYctAgkYceij1rOf5W99O99VaRJ57wZUO3vm/gsiD1MoJ31gIPDRGb3fbRaVID06Xq+fB35Dm6/BpGwaixjPbl16JtuUUG719/9T3GboQ62njPeJfcQgb8N98U+ekn37RQNeBTtQ486OqO7dole0nSR1pkmCZySDqUVEtHrqgDj+AdXebr1atnjnvftm2bOa4dN+3yyy83E9ihXvyKFStk6tSpMmnSJBkwYEBSl50oKRDcXXmlaqktWzay4B1/E1iz+6OP1N8DhqMgeNfvg+l4fbs635img3fWAi96vQfryTB7tn2JPsyfiqX7UJsMTasYskGO1/lFcILp0QbaCN5xYSBwuB0CIkzH8/F07LHqHq3/mi4jF+x6eyqWkVu/XnVIwkWUNm2SvTTpd3HLejHLyYtbRF684BX4XdEwHb1aeMHLXVwRwKMlHYnrZs+eLXXq1JFatWoV3LQKFSqYyefWrl1rttKje/6IESNYA57S1wUXiKCnCprWImn9xllPYED+yiu+/192mf/8OogPbAm21ipHrolQgT55y/LlIh9+KDJ3brKXxPUQpCNIxKqcPFndr10bffCOrykydNu1XOppqGUez44dOoBfvVpk377wWuBTMYDXre/HH6+uk5L7L24ReQ0veHmTK7LQY5x8UWPloUWLFvKF/kUlSncrVqgu9NbW73CCeGsXfP34mGPUWRHKgwXrKh8seNfP2b0uOSt/bLztusU2QVSWiBb7339X9wGVQSg62KQdOjjzWviJRIbuYBDEo2UZ8zn1noFw7b1KFZXjcOVKkVatfIF5US3wu3eL5OSIZKfA2cuCBeqeLVfJgSD9vPPUvqoTAmJbMBAhsr/ghYu31uM/LngheOcFL/dJgZ9AInJcYABd1Fj1QNZgW49hj2T8fLDx3By3HV+69wQEJjDU+0MioIkYLElIKTUg0HFyvmig1Qet8MjNiHHwCOCL6kJfoYLv/zt3qgsAycbx7966uEWUDhe85s7NkU8++VHOOKNl1ElQKfkYwBN5jVOt38OGqdeIJgFdqFZetrzHT+B2vucekfvuiz2BYbQt8AzgU06qJDRCIjsE8HocfFFd6JGbFt3UUbUS8yY7gP/7b9V7AE4NXpKciChlIFhHqbg9e1CS+1gG7y7GAJ7Ia5xq/e7XT/VVhUi64FPqBPEY8oA+0YkM3oEBfMpKlQzeehy8zkRfVBd6/ZwO4JPtyy/VPUrxJftiAhERpRcG8ERe40TrN4L1xx9X/+/eXaRtW45ddxOdnR45EBI9SBdZyTZtUv/nGPi0K08XSQs8oAUey1BUF3r9HMbnJzOAx/VPdJ1/9ln1mK3vRESUaK7IQk9ESeiC36CBenzmmUWXi6PUgm2E4B1VCOD000W+/tp+PqeT2qG8Z5kyIuXKsWkyRaVCBm+0XOMiAQJ3ZNnfsyd0F3prcP/vv5IUKK+Hw2LHjiKffKKmYX3Fu+weERGRFQN4IircxISx02jqgrPOCl0ujlI3BwKiIkQ9COaRaev77wvP53RTK1rdkSr8jz+CF54lz5Wni1TJkiKNG6v/z5tnn6wuUMWK6j4ZLfAI0tFrITCDP5YF0xnEExFRorALPRH5Q4vstGkqUG/SxH8cM7vPuy+BISIONLWi2RJDIRDEo0Z7PBPbIXAP1ReaUkKyM3hjHDwSwekAHgF6qOtJyaoFj0Mhyi/Z5QzANOzud9yhMjwzKRQREcUbW+CJqLCPP/Z1nyd3JzAsXVr1pihfXiUlPP74xGelJwqRyE4H8EVd80lWAI8x74Et74FBPL5iuqwcERFRPLEFnogKn41+9pl/93lyh2Dj2VF/688/1QBjdKePtCxgJPr3V32x77yTGb4orER22DUjCeATPQb+r7+cnY+IiCgWbIEnIn/oD4raTq+8wgDMSx57zBe867KA8TB7tsj776tx8ERhtMBroRLYJXMMfK1azs5HREQUCwbwRFRY9eoiV1+tgj3y1tj4AwfiV1EAvTfQ+g6sAU9hBLzWQgWp2oUeVRiRoT9YTkZMr1s3sdUaiYgofTGAJyJKp8R2q1eLzJqlLtKEG8Sja36w+ayl6P7+W+S//1REU7++s5+DPAe7ie5GD/v3hy5ykawAHonpJk2yT2Kng/pHH2UCOyIiSgwG8ETks2WLSKdOIo88Yn+2Su5PbFejhsjChSJbt4r06uUfMQUL1BGZINhHAWyrwFJ0v/+u7pH1HnXCiEJA6TVrZUMUR0Cd9WAl2ZIVwEPVqvbT0TKPWvCJKr9HRETEAJ6IfD75RBWEfvNN1vD2CgTl1oR1GEh86aXq/8hKb018pwP1YK3tSBeun7MrWacDeNSCJwqjrjo6bFht3Bi8rroeA5+oJHa4toVd/o03RG66SU3DPQ6Rkyere4wYYfBORESJxCz0lJCTIJTXQYZejHnEOEF2NUxRM2aoe5aP8zZEIUhSOGWKyMSJIhUqqOk6EEdgrh/rQB1BPyInHbQj+A8sRacDeI5/pzjUVUclRN0CP2eOSPv2zvyW2P1GIQ8jltFaPg7LddJJIh06xP6eRERE0WIAT3GFVpTAkyB0OcR4QrZapJhDh1g+Ll20aSNy9NEiK1aIvP66SJ8+vuesQfzYsSpjfdu2IlOn+uZB8F6sWOFSdEiQh7rzDODJobrqOljGb0m/fr7nTz/d91uCQH/+/AxZsKC2lCmTYY70CDewt/uNQmK97dvtl+vGG1VPAP5+ERFRsrALPTne3RC9r3GPcYHoChl4ohaqiyQlmHXM81dfiezapQZ7tm7tn5yMvAVNibpP8DPPFG4KRYCvy83hHmPlMa15c/8LPoFd7dEijz7Rgwcn4EOQW0VaV113t8dvhxUe9+ih0jp06ZItEya0Nu9DjaO30q8b+BtlF7xboXdAqGR7RERE8cQAnhyBEyGcNKHl4/LL1X3PnsG7SAJPglKAdcyz7j5/xhki993nn5yMvOfKK1WiuWXLRL77zjf922/VPqCDd9yjORTTMC++4ICWdrvx8rg4wPKD5FBd9aK629sF3OFcJA71uqFYewcQERElA7vQU8x0K0bgiVCo4NyuiyQlgbW7dLVqvlpOgcnJyHsee0wN9r32WpGWLdW0VatUFQJ0ka9cWWTzZpH77/eNicc+MWSIyOzZqmLBZZf5j5cniqCuOgLtYKXZ8DzmK6q7vZ1Q4+i1aF43ml4ERERETmMLPMUk2lYMjSdBKQCBF4KwbdvU42nTGLynA0Q1M2eK/PabaolHNHPyySL79qnnb73VN87depUtO1vk4YdVza9XX1X7Cg4ESMd97LG+FnqiIuqqQ2Cxi8C66tH+RhTVUh7rb0+4vQiIiIicxhZ4ikmsrRg8CUoRo0apllbdbZrBe3r1vkDQjrTbyIEAGMNu7RqPell4rLvVoPt94OvgYsDSpWpsPFERkAQOeVLskpwieNdJ4mL9jQgWqEf7utbeAURERMnAAJ5iEm0rBk+CUgyCM+uYZzxmEO992MYYMoGcB9qAASLjx9vPGwpa4IEZ6ClMCNLRxT1UmdGiutsXJVigrl83kgvQgb0DiIiIkoFd6CkmsbSO8CQoReg63+gKjTJguLdLTkbehIBdQ5f5Rx4J7+927BAZNgzpv1VkxRrwFAX8BmCEBtIp4D7wNyFUd/tQMG/dusEvEuN1J04M/re6nJwVAn70GmAJOSIiSiYG8BQT3YoR6sTKLkhHLV2eBKVY8K5bWHHPID59PPmkukfvC7vScMFgLPyECSKzZqks9jqAb9gwfstKad3dvnZt/+k6wC5qHH0wqHho9/f4TXvnHZWnEaNHJk9W9+hkwt8tIiJKNnahp5jo1hFkocdJkLWLoz4pQl14JDhHF0lUqELy608/9fXYpiTCmGa7hHX6Mev8pdcFHP04nC7z5cuLXHyxSmT34otsgaekdLdH6obAcfSHHaZ+Z+yCbRzS8Bp//CFy991qGkaMnHSSfTd+VkkhIqJUwwCeEpaMCC64QCU5R3ZgnPejJZ6S6N57gz/HMfDp2fsCwg3ir7tOfZGnTPElr2MAT3Hubm8X2M+dmyM9euTIrl0l5amnRM45x77kaeDvFF6zXj0G6kRE5B7sQk+OwEnUunVFdzdEtaq77lL/R94sJqwmSsHeF7o0XFHwRa9USWT3bpUMr1QpXxd6XCAIdYGIyCEIwtu3N+TEE7eYjxcssA/e0VMsMGkddvMrrlDPExERuQEDeEpYMiLt5ptFqldXAT6CfSJKAgTXwVrYMT2c4Bvj4P/5R/0fX/o9e0TKlvW17jNLJSVQ8+Z/m/fz5hUO0tHyHiqL/R13cMQQERG5AwN4SrjSpUUGDlT/HzdOJCcn2UtERFFBoK+/zIiacFXOrms+UQIcc4wK4BcvFtm50zcdY95DlYtDYI9hXZiPiIgo1TGAp6S49VaVQfiXX0SmTk320hBR1B5+WOToo9X/mzZl8E5JU6XKfmnUyJC8PP9u9EhOF45w5yMiIkomBvCUFOhl27+/rxWeXReJXGz5clVSQpeWYPBOSdKhQ16hbvTILB+OcOcjIiJKJgbwlDR9+4pUrCiyapWquUtELoVu8zp4x324teSJHNaunVGQX1FDWThURQkGJU/r1lXzERERpToG8C6E1mq0LqC+Ou7d2npdoYJKHARjx4rZ7ZGIXMY65v3AAXWPxwziKQmQjR5+/FFkxw41DbkUUdI0WPAOeJ45F4mIyA0YwLsMSt00aCDSsaPI5Zerezx2awmcfv1EypUTWbZM5P33k700RORILXkG8ZQk6AbfpIlKTGdNSlejhv38aJl/++3CJU+JiIhSFQN4FwlWx3bjRjXdjUE8SkgjiAec64cq80NEHqwlT+QwXNgO7EY/aZK6v/56NR0lTHGPwgkM3omIyE2yk70AFJ5QdWwxDd0A0R39vPPc1w0Qy43ui0uWiHz8scjZZyd7iYgoLKFqxTORHSVJhw4iTz3lC+D/+MN3gRu/N82bJ3XxiIiIYsIWeJfwch3bqlVF+vRR/0ejHVvhiYgolgAeli4V2b5d5IknVI6VTp0YvBMRkfsxgHcJr9exHThQpFQpke+/F/n882QvDRERuVX16iLNmqn/IxXDk0+q/6MXGxERkdsxgHcJr9exxQnXLbeo/48axVZ4IiKKDrrLo9s8IHjfs0cNLUOFQyIiIrdjAO8Suo6tLnnjxTq2d90lUqKEyDffiMyZk+ylISIit3nvvQwzqSuC9sA8Mpdc4s5kr0RERFYM4F0CrQc6i65dEI8Wa7fXsUXvgV691P9ZfYqIiCKBIH3AgKyQPbiQxI7FEYiIyM0YwLsISt2gXm3t2oWfq1JFpGtXcb1Bg0SKFxeZP19kwYJkLw0REbnFypVVZOPGDE8meyUiItIYwLswiF+3zlfH9pNPROrXV5l2vdBqjWECqNMLXvg8RESUGP/8U9LTyV6JiIiAAbwLoZs8yuRcdplI9+4ijz+upk+YILJihbje4MEi2dkis2ap8fBERERFqVRpv6eTvRIREQEDeA84+2yR888XyckRufVW92dwR4+Ca65R/2crPBERhaNZs+1Su7bh6WSvREREDOA9AgnsSpdW48Zfe01cb8gQ1dMAQwRQG56IiCgU/GZMmKAy1AUG8fqx25O9EhERMYD3CLRajxih/n/nnRgLKK52xBEiV1yh/s9WeCIiCscFFxi2yV6RXwXTkUeGiIjIzRjAe0j//iJNm4ps2yYydKi43j33iGRminz4ochzz4m8+abIvHksAUREROEne8X92rUM3omIyBsYwHsIyq89+aT6/9NPu7/reePGIm3bqv/fdJPI5ZeLdOwo0qCByLvvJnvpiIjIDclecc9u80RE5BUM4D0GJypXXqkS2fXu7e7WagTpX31VePrGjSIXXcQgnoiIiIiI0gsDeA966CGRChVEFi0SeeYZcSVceLj9dvuM+nraHXe4+wIFERERERFRJBjAe1DNmiLjxvnGkW/ZIq7zxRciGzYEfx5B/Pr1aj4iIiIiIqJ0wADeo265ReT440V27hQZPNh9g//++svZ+YiIiIiIiNyOAbxHIWHPU0+p2rdvvJEpy5dXETepVcvZ+YiIiIiIiNyOAbyHnXiiyM03q/8/80wLOXhQXOO001TdXlyAsIPpdeuq+YiIiIiIiNIBA3iPu+8+kWrVDFm/vrw89limq3oQTJqk/h8YxOvHjz7K0kBERERERJQ+3BPRUVQqVRIZP16lah87NlP+/FNc48ILRd5+W6R2bf/paJnHdDxPRERERESULhjAp4GrrjKkWbO/Ze/eDLP0mpsgSF+3TmTuXJHJk9X92rUM3omIiIiIKP0wgE8D6HJ+881LJSvLkPfeE/n4Y3EVdJPv0EHkssvUPbvNExERERFROspO9gJQYtSvv1tuvz1PJkzIkr59RbKzRXbsUFnckQiOQTEREREREVFqYwt8Ghk2LE8qV1Zd0rt3F7n8cpGOHUUaNBB5991kLx0RERERERGFwgA+jcycmWG2ugfauFHkoosYxBMREREREaUyBvBpIjdXZMAA+37yhqHukeAO8xEREREREVHqYQCfJlaurCIbNwYUVA8I4tevF/nii4QuFhEREREREYWJAXya+OefkmHN99dfcV8UIiIiIiIiigID+DRRqdL+sOZDVnoiIiIiIiJKPQzg00SzZtuldm3DrAlvB9Pr1lUl5YiIiIiIiCj1MIBPE6jzPmGCylAXGMTrx48+ynrwREREREREqYoBfBq54AJD3n5bpHZt/+l16og5/cILk7VkREREREREVJTsIucgT0GQft55Kts8EtZhzDu6zbPlnYiIiIiIKLUxgE9DCNY7dEj2UhAREREREVEk2IWeiIiIiIiIyAUYwBMRERERERG5AAN4IiIiIiIiIhdgAE9ERERERETkAgzgiYiIiIiIiFyAATwRERERERGRC7gugD9w4IC0bNlSMjIy5Mcff/R7bunSpXLaaadJyZIlpW7duvLggw8mbTmJiIiIiIiI0jqAv/vuu+Wwww4rNH3Xrl3StWtXqV+/vixatEgeeughuffee+XZZ59NynISEREREREROSlbXOSTTz6Rzz//XN555x3z/1ZvvPGGHDx4UF588UUpXry4HH300WYL/YQJE+Smm25K2jITERERERERpVUAv2XLFunVq5dMnz5dSpcuXej5b775Rtq1a2cG71q3bt3kgQcekH/++UcqVapk2x0fN2srPhw6dMi8eYX+LF76TOmA2829uO3cidvNvbjt3Inbzb247dyJ2y11RbJNMgzDMCTFYRHPPPNMOeWUU2TYsGGybt06adiwoSxZssQcDw/oPo9pzzzzTMHfrVy50myJx33Tpk0LvS662I8aNarQ9MmTJ9teJCAiIiIiIiJy0t69e+Xyyy+XnTt3Svny5VO3BX7w4MFmC3koq1atMrvN7969W4YMGeLo++P1BgwY4NcCj+R3uBhQ1Ipz2xWdmTNnSpcuXaRYsWLJXhwKE7ebe3HbuRO3m3tx27kTt5t7cdu5E7db6tI9wcOR1AB+4MCBcu2114ac5/DDD5c5c+aYXeRLlCjh91zr1q3liiuukFdeeUVq1qxpdrO30o/xnB28XuBrAnZoL+7UXv1cXsft5l7cdu7E7eZe3HbuxO3mXtx27sTtlnoi2R5JDeCrVatm3ory2GOPydixYwseb9q0yRzfPnXqVDnppJPMaW3atJGhQ4eaV5b0CsAVpsaNG9uOf7ejRxNEcgXEDbBO0C0Dn4tfVvfgdnMvbjt34nZzL247d+J2cy9uO3fidktdOv4MZ3S7K8bAB7IbA4/xAgjW0f190KBBsnz5crn++utl4sSJYWeh37Bhg9mFnoiIiIiIiCiR1q9fL3Xq1PFGFvqiVKhQwRwr36dPH2nVqpVUrVpVRowYEVEJOdSXx0orV66cZGRkiFfosf34bF4a2+913G7uxW3nTtxu7sVt507cbu7FbedO3G6pC23qyPmGeLQorgzgGzRoYNu9oEWLFvLFF19E/bqZmZlFXvFwM3xR+WV1H2439+K2cyduN/fitnMnbjf34rZzJ2631G2QDkdm3JeEiIiIiIiIiGLGAJ6IiIiIiIjIBRjApwGUyhs58v/t3QlsFHUbx/Gn0GKBUgERSsXiBZRbixdHQIVwpCpQFSRFy6VBVPCuEfE1yC3gHRGiCQiokNhGhCJVTrkPBaEVAWs5REnEWsEi2I55nje72W1rrYkyM+33kyzt7kyX2fyyu/9n/sf8r9xL5sG7yM2/yM6fyM2/yM6fyM2/yM6fyK1q8OUq9AAAAAAAVDf0wAMAAAAA4AMU8AAAAAAA+AAFPAAAAAAAPkABDwAAAACAD1DAV1HTpk2TiIgIeeSRR4KPnTlzRh588EG56KKLJCYmRu644w758ccfXT1OiBw7dkyGDh1qudSuXVvat28vO3bsCG7XdSafe+45adq0qW3v1auXHDhwwNVjhkhxcbFMmDBBLr/8csvlyiuvlBdeeMHyCiA7b1i/fr3cdtttEh8fb5+LmZmZYdsrk9PJkyclNTVVYmNjpX79+jJy5Eg5derUeX4l1UtFuZ07d07S09Pt87Ju3bq2z7333ivff/992HOQmzffc6FGjx5t+7z88sthj5OdN3PLzc2V22+/XS688EJ771133XVy+PDh4Hbamt7MTt87Dz30kDRr1sy+59q0aSNz5swJ24fs/IMCvgravn27vPXWW9KhQ4ewxx999FFZtmyZLF26VNatW2cNnZSUFNeOEyI///yzdO3aVaKioiQrK0tycnJk1qxZ0qBBg+A+M2bMkFdffdU+aLdu3WpfmH369LEPWrhn+vTp8uabb8rrr79uDRq9r1m99tprwX3IzhtOnz4tHTt2lDfeeKPc7ZXJSQuJffv2SXZ2tnz88cfWWLr//vvP46uofirK7bfffpNdu3bZSTT9+eGHH8r+/futsAhFbt58zwVkZGTIli1brOgojey8l9uhQ4ekW7dukpiYKGvXrpU9e/bYezA6Ojq4D21Nb2b32GOPycqVK2XhwoXWZtEOPi3oP/roo+A+ZOcjehk5VB2//vqr06JFCyc7O9vp0aOHM27cOHu8oKDAiYqKcpYuXRrcNzc3V7sKnc2bN7t4xNVbenq6061bt7/cXlJS4sTFxTkvvvhi8DHN8oILLnDee++983SUKE9ycrIzYsSIsMdSUlKc1NRU+53svEk/8zIyMoL3K5NTTk6O/d327duD+2RlZTkRERHOsWPHzvMrqJ5K51aebdu22X75+fl2n9y8nd3Ro0edSy65xNm7d6/TvHlz56WXXgpuIztv5jZ48GBn6NChf/k3tDW9m13btm2diRMnhj2WlJTkjB8/3n4nO3+hB76K0aEvycnJNgQ01M6dO23IYejjegY1ISFBNm/e7MKRQumZz2uvvVbuuusuady4sVxzzTUyb9684Pa8vDz54YcfwnLTYWs33HADubmsS5cu8tlnn8k333xj93fv3i2ff/659OvXz+6TnT9UJif9qUN49b0aoPvXqFHDeuzhDb/88osNHdWsFLl5V0lJidxzzz3y5JNPStu2bctsJztvZrZ8+XJp2bKljVDSNot+ToYO1aat6e02i7Y5ddqm1vhr1qyx9kvv3r1tO9n5CwV8FfL+++/bUMKpU6eW2aYN1Fq1agUbNgFNmjSxbXDHt99+a8OwW7RoIZ988ok88MADMnbsWJk/f75tD2SjOYUiN/c9/fTTcvfdd9sXnE6B0JMvOiRNh30qsvOHyuSkP7WxGioyMlIaNmxIlh6h0x10TvyQIUNszrQiN+/SKUeahX7flYfsvOfEiRM2j1rXWOrbt6+sWrVKBg4caEOsdbi1oq3pXTq9T+e96xx4zUgz1OH23bt3t+1k5y+Rbh8A/h1HjhyRcePG2Vyx0LlI8P4Zbe1hmDJlit3XInDv3r02FzctLc3tw0MFlixZIosWLZLFixdbD9KXX35pBbzO5SQ74PzRXqNBgwZZr5KeEIW3aU/fK6+8Yh0OOmIC/mmvqP79+9tcaXX11VfLpk2brM3So0cPl48Qf1fA63oT2gvfvHlzW1NCR+1qm6X0qF14Hz3wVegLUc+OJiUl2VlqvekZUV2YSX/XM2hnz56VgoKCsL/T1SXj4uJcO+7qTle91jOioVq3bh1c0TWQTelVQMnNfTr0M9ALryth63BQbdQERsCQnT9UJif9qZ+vof744w9bJZssvVG85+fn2wnsQO+7Ijdv2rBhg+WiQ3MD7RXN7/HHH5fLLrvM9iE772nUqJFl9XdtFtqa3lNUVCTPPPOMzJ4921aq10WudQG7wYMHy8yZM20fsvMXCvgqomfPnvLVV19ZL2Dgpj27Opw38LsO89U5uwG6Yq9+6Hbu3NnVY6/OdAV6zSGUzknSs6NKL1GmH5yhuRUWFtocQHJzl66CrfMxQ9WsWTPYS0F2/lCZnPSnNmr0RGnA6tWrLWudAwp3i3e95N+nn35qlz4KRW7epCc7dfXy0PaK9gLqSVGdSqbIznt0eLVeMq6iNkunTp1oa3r0s1JvFbVZyM5fGEJfRdSrV0/atWsX9pheCkkbNIHH9RqqehkJnUOmvRQPP/ywvSlvvPFGl44a2mOrC4voEHptiG7btk3mzp1rN6XDC3VY9qRJk2yevBYbeskWbewMGDDA7cOv1vQs9uTJk60XSYfQf/HFF3Z2e8SIEbad7LxD520ePHgwbOE6LRr0s1Dz+7uctIdJ5wved999NlRUG0Lae6GjL8q7/BX++9x09NKdd95pw7D1EmPFxcXBeZq6XYsNcvPue670yRYtHPREWqtWrew+2XkzNz3Jor22Om/65ptvtsuS6WXH9JJygQVAaWt6Mzud4qD56TXg9YSLjtJdsGCBtVsU2fmM28vg478Tehk5VVRU5IwZM8Zp0KCBU6dOHWfgwIHO8ePHXT1GOM6yZcucdu3a2WWrEhMTnblz54Zt18tcTZgwwWnSpInt07NnT2f//v2uHS/+r7Cw0N5fCQkJTnR0tHPFFVfY5Vh+//334D5k5w1r1qyxS+GUvqWlpVU6p59++skZMmSIExMT48TGxjrDhw+3y3bCndzy8vLK3aY3/bsAcvPme6600peRU2Tnzdzefvtt56qrrrLvvY4dOzqZmZlhz0Fb05vZaQbDhg1z4uPjLbtWrVo5s2bNsu+/ALLzjwj9x+2TCAAAAAAAoGLMgQcAAAAAwAco4AEAAAAA8AEKeAAAAAAAfIACHgAAAAAAH6CABwAAAADAByjgAQAAAADwAQp4AAAAAAB8gAIeAAAAAAAfoIAHAAD/ioiICMnMzHT7MAAAqLIo4AEAgAwbNkwGDBjg9mEAAIAKUMADAAAAAOADFPAAACDMTTfdJGPHjpWnnnpKGjZsKHFxcfL888+H7XPgwAHp3r27REdHS5s2bSQ7O7vM8xw5ckQGDRok9evXt+fp37+/fPfdd7bt66+/ljp16sjixYuD+y9ZskRq164tOTk55+FVAgDgPxTwAACgjPnz50vdunVl69atMmPGDJk4cWKwSC8pKZGUlBSpVauWbZ8zZ46kp6eH/f25c+ekT58+Uq9ePdmwYYNs3LhRYmJipG/fvnL27FlJTEyUmTNnypgxY+Tw4cNy9OhRGT16tEyfPt1OCAAAgLIiHMdxynkcAABUsznwBQUFtgid9sAXFxdb4R1w/fXXyy233CLTpk2TVatWSXJysuTn50t8fLxtX7lypfTr108yMjJsLv3ChQtl0qRJkpuba4vbKS3ctTde/4/evXvbY7feeqsUFhbayYCaNWva8wT2BwAA4SJL3QcAAJAOHTqE3W/atKmcOHHCftei/NJLLw0W76pz585h++/evVsOHjxoPfChzpw5I4cOHQref+edd6Rly5ZSo0YN2bdvH8U7AAAVoIAHAABlREVFhd3XwlqHzlfWqVOnpFOnTrJo0aIy2y6++OKwQv/06dNWwB8/ftxOFAAAgPJRwAMAgH+kdevWtkBdaMG9ZcuWsH2SkpLkgw8+kMaNG0tsbGy5z3Py5Ekbuj9+/Hh7rtTUVNm1a5ctZAcAAMpiETsAAPCP9OrVy4a9p6WlWQ+6zpXXIjyUFuONGjWyled1e15enqxdu9ZWt9cF65QuWqdD8Z999lmZPXu2zbt/4oknXHpVAAB4HwU8AAD4R3S4uy5WV1RUZIvbjRo1SiZPnhy2j14ibv369ZKQkGAr1muv/ciRI20OvPbIL1iwQFasWCHvvvuuREZG2or3uvDdvHnzJCsry7XXBgCAl7EKPQAAAAAAPkAPPAAAAAAAPkABDwAAAACAD1DAAwAAAADgAxTwAAAAAAD4AAU8AAAAAAA+QAEPAAAAAIAPUMADAAAAAOADFPAAAAAAAPgABTwAAAAAAD5AAQ8AAAAAgA9QwAMAAAAAIN73J7+eD3RXAPhOAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "# Plot rotation center x coordinates\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"rotation_center_x\"] - valid_data_filtered[\"x\"],\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    color=\"b\",\n",
    "    label=\"Rotation Center X\",\n",
    ")\n",
    "\n",
    "# Plot rotation center y coordinates\n",
    "plt.plot(\n",
    "    valid_data_filtered.index,\n",
    "    valid_data_filtered[\"rotation_center_y\"] - valid_data_filtered[\"y\"],\n",
    "    marker=\"x\",\n",
    "    linestyle=\"--\",\n",
    "    color=\"r\",\n",
    "    label=\"Rotation Center Y\",\n",
    ")\n",
    "\n",
    "# Add labels, title, and legend\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Coordinates\")\n",
    "plt.title(\"Rotation Center Coordinates with Respect to Index\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8792bc27",
   "metadata": {},
   "source": [
    "Generate video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "238d3058",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Video annotato salvato in: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_processed_3.mp4\n"
     ]
    }
   ],
   "source": [
    "output_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_processed_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "# Ottieni le proprietà del video originale\n",
    "frame_width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))\n",
    "frame_height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n",
    "fps = int(cap.get(cv2.CAP_PROP_FPS))\n",
    "fourcc = cv2.VideoWriter_fourcc(*\"mp4v\")\n",
    "\n",
    "# Inizializza il VideoWriter\n",
    "out = cv2.VideoWriter(str(output_video_path), fourcc, fps, (frame_width, frame_height))\n",
    "\n",
    "# Riposiziona il video all'inizio\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Itera su tutti i frame del video\n",
    "frame_idx = 0\n",
    "while True:\n",
    "    # for i in range(151):\n",
    "    ret, frame = cap.read()\n",
    "    if not ret:\n",
    "        break\n",
    "\n",
    "    # Check if the current frame index exists in valid_data_filtered\n",
    "    if frame_idx in valid_data_filtered.index:\n",
    "        # Get the row corresponding to the current frame index\n",
    "        row = valid_data_filtered.loc[frame_idx]\n",
    "\n",
    "        # Draw the ball center if x and y are not NaN\n",
    "        if not math.isnan(ball_df.iloc[frame_idx][\"x\"]) and not math.isnan(\n",
    "            ball_df.iloc[frame_idx][\"y\"]\n",
    "        ):\n",
    "            center = (\n",
    "                int(ball_df.iloc[frame_idx][\"x\"]),\n",
    "                int(ball_df.iloc[frame_idx][\"y\"]),\n",
    "            )\n",
    "            cv2.circle(frame, center, 5, (255, 0, 0), -1)\n",
    "\n",
    "        # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "        if not math.isnan(row[\"rotation_center_x\"]) and not math.isnan(\n",
    "            row[\"rotation_center_y\"]\n",
    "        ):\n",
    "            rotation_center = (\n",
    "                int(row[\"rotation_center_x\"]),\n",
    "                int(row[\"rotation_center_y\"]),\n",
    "            )\n",
    "            cv2.circle(frame, rotation_center, 5, (0, 255, 255), -1)\n",
    "\n",
    "    # Scrivi il frame nel video di output\n",
    "    out.write(frame)\n",
    "\n",
    "    # Incrementa l'indice del frame\n",
    "    frame_idx += 1\n",
    "\n",
    "# Rilascia le risorse\n",
    "out.release()\n",
    "\n",
    "print(f\"Video annotato salvato in: {output_video_path}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "aea33d46",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cropped ball video saved at: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_ball_cropped_3.mp4\n"
     ]
    }
   ],
   "source": [
    "# Define the output path for the cropped video\n",
    "cropped_ball_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_ball_cropped_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "crop_size = 80\n",
    "\n",
    "# Initialize the VideoWriter for the cropped video\n",
    "cropped_ball_out = cv2.VideoWriter(\n",
    "    str(cropped_ball_video_path), fourcc, fps, (2 * crop_size, 2 * crop_size)\n",
    ")\n",
    "\n",
    "# Reset the video to the beginning\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Iterate through all frames of the video\n",
    "frame_idx = 0\n",
    "while True:\n",
    "    ret, frame = cap.read()\n",
    "    if not ret:\n",
    "        break\n",
    "\n",
    "    # Check if the current frame index exists in ball_df\n",
    "    if frame_idx in valid_data_filtered.index:\n",
    "        # Get the row corresponding to the current frame index\n",
    "        row = ball_df.iloc[frame_idx]\n",
    "\n",
    "        # Ensure the ball center coordinates and radius are valid\n",
    "        if (\n",
    "            not math.isnan(row[\"x\"])\n",
    "            and not math.isnan(row[\"y\"])\n",
    "            and not math.isnan(row[\"radius\"])\n",
    "        ):\n",
    "            center_x = int(row[\"x\"])\n",
    "            center_y = int(row[\"y\"])\n",
    "            radius = crop_size\n",
    "\n",
    "            # Define the cropping region\n",
    "            x_start = max(center_x - radius, 0)\n",
    "            y_start = max(center_y - radius, 0)\n",
    "            x_end = min(center_x + radius, frame_width)\n",
    "            y_end = min(center_y + radius, frame_height)\n",
    "\n",
    "            # Crop the frame\n",
    "            cropped_frame = frame[y_start:y_end, x_start:x_end]\n",
    "            # Draw the ball center if x and y are not NaN\n",
    "            cv2.circle(cropped_frame, (crop_size, crop_size), 5, (255, 0, 0), -1)\n",
    "\n",
    "            # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "            if not math.isnan(\n",
    "                valid_data_filtered.loc[frame_idx][\"rotation_center_x\"]\n",
    "            ) and not math.isnan(\n",
    "                valid_data_filtered.loc[frame_idx][\"rotation_center_y\"]\n",
    "            ):\n",
    "                rotation_center_x = (\n",
    "                    int(valid_data_filtered.loc[frame_idx][\"rotation_center_x\"])\n",
    "                    - x_start\n",
    "                )\n",
    "                rotation_center_y = (\n",
    "                    int(valid_data_filtered.loc[frame_idx][\"rotation_center_y\"])\n",
    "                    - y_start\n",
    "                )\n",
    "                if (\n",
    "                    0 <= rotation_center_x < cropped_frame.shape[1]\n",
    "                    and 0 <= rotation_center_y < cropped_frame.shape[0]\n",
    "                ):\n",
    "                    cv2.circle(\n",
    "                        cropped_frame,\n",
    "                        (rotation_center_x, rotation_center_y),\n",
    "                        5,\n",
    "                        (0, 255, 255),\n",
    "                        -1,\n",
    "                    )\n",
    "            # Write the cropped frame to the output video\n",
    "            cropped_ball_out.write(cropped_frame)\n",
    "\n",
    "    # Increment the frame index\n",
    "    frame_idx += 1\n",
    "\n",
    "# Release resources\n",
    "cropped_ball_out.release()\n",
    "\n",
    "print(f\"Cropped ball video saved at: {cropped_ball_video_path}\")"
   ]
  }
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