{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "97d1367a-6f39-4fbb-85ac-cb42680838b2",
   "metadata": {},
   "source": [
    "# Automotive industry sites"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c34a1e8c-c386-41c4-b5bd-16d8d3085c02",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/python/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from shapely.ops import transform\n",
    "\n",
    "#%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.cm as cm\n",
    "from matplotlib.offsetbox import AnchoredText\n",
    "\n",
    "from pynsee import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "afd9bb1b-b5e9-4eb1-8da6-f0dfa716c35b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get activity list\n",
    "naf5 = get_activity_list('NAF5')\n",
    "\n",
    "# search data in SIRENE database\n",
    "data = search_sirene(variable=\"activitePrincipaleEtablissement\",\n",
    "                     pattern='29.10Z', kind='siret', number=2000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4b5071e6-9d3f-4f80-b2b5-bd775d8cac5b",
   "metadata": {},
   "outputs": [],
   "source": [
    "data.to_csv('sirene.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "fdcb6abc-cead-4fd2-b5ad-662a9f5f33cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>siren</th>\n",
       "      <th>nic</th>\n",
       "      <th>siret</th>\n",
       "      <th>dateDebut</th>\n",
       "      <th>dateCreationEtablissement</th>\n",
       "      <th>dateCreationUniteLegale</th>\n",
       "      <th>dateFin</th>\n",
       "      <th>denominationUniteLegale</th>\n",
       "      <th>nomUniteLegale</th>\n",
       "      <th>prenomUsuelUniteLegale</th>\n",
       "      <th>...</th>\n",
       "      <th>libelleVoie2Etablissement</th>\n",
       "      <th>codePostal2Etablissement</th>\n",
       "      <th>libelleCommune2Etablissement</th>\n",
       "      <th>libelleCommuneEtranger2Etablissement</th>\n",
       "      <th>distributionSpeciale2Etablissement</th>\n",
       "      <th>codeCommune2Etablissement</th>\n",
       "      <th>codeCedex2Etablissement</th>\n",
       "      <th>libelleCedex2Etablissement</th>\n",
       "      <th>codePaysEtranger2Etablissement</th>\n",
       "      <th>libellePaysEtranger2Etablissement</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>006580195</td>\n",
       "      <td>00011</td>\n",
       "      <td>00658019500011</td>\n",
       "      <td>2008-01-01</td>\n",
       "      <td>1965-01-01</td>\n",
       "      <td>1965-01-01</td>\n",
       "      <td>None</td>\n",
       "      <td>SOCIETE INDUSTRIELLE POUR LE DEVELOPPEMENT DE ...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>085520195</td>\n",
       "      <td>00109</td>\n",
       "      <td>08552019500109</td>\n",
       "      <td>2022-09-01</td>\n",
       "      <td>2022-06-30</td>\n",
       "      <td>1955-01-01</td>\n",
       "      <td>None</td>\n",
       "      <td>SAFRA</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>301692307</td>\n",
       "      <td>00020</td>\n",
       "      <td>30169230700020</td>\n",
       "      <td>2020-12-31</td>\n",
       "      <td>2014-08-15</td>\n",
       "      <td>1965-01-01</td>\n",
       "      <td>None</td>\n",
       "      <td>GARAGE BEYRIS</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>302279229</td>\n",
       "      <td>00025</td>\n",
       "      <td>30227922900025</td>\n",
       "      <td>2014-07-25</td>\n",
       "      <td>1900-01-01</td>\n",
       "      <td>1975-01-01</td>\n",
       "      <td>None</td>\n",
       "      <td>RAPIDO</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>302279229</td>\n",
       "      <td>00033</td>\n",
       "      <td>30227922900033</td>\n",
       "      <td>2008-01-01</td>\n",
       "      <td>1996-01-01</td>\n",
       "      <td>1975-01-01</td>\n",
       "      <td>None</td>\n",
       "      <td>RAPIDO</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 96 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       siren    nic           siret   dateDebut dateCreationEtablissement  \\\n",
       "0  006580195  00011  00658019500011  2008-01-01                1965-01-01   \n",
       "1  085520195  00109  08552019500109  2022-09-01                2022-06-30   \n",
       "2  301692307  00020  30169230700020  2020-12-31                2014-08-15   \n",
       "3  302279229  00025  30227922900025  2014-07-25                1900-01-01   \n",
       "4  302279229  00033  30227922900033  2008-01-01                1996-01-01   \n",
       "\n",
       "  dateCreationUniteLegale dateFin  \\\n",
       "0              1965-01-01    None   \n",
       "1              1955-01-01    None   \n",
       "2              1965-01-01    None   \n",
       "3              1975-01-01    None   \n",
       "4              1975-01-01    None   \n",
       "\n",
       "                             denominationUniteLegale nomUniteLegale  \\\n",
       "0  SOCIETE INDUSTRIELLE POUR LE DEVELOPPEMENT DE ...           None   \n",
       "1                                              SAFRA           None   \n",
       "2                                      GARAGE BEYRIS           None   \n",
       "3                                             RAPIDO           None   \n",
       "4                                             RAPIDO           None   \n",
       "\n",
       "  prenomUsuelUniteLegale  ... libelleVoie2Etablissement  \\\n",
       "0                   None  ...                      None   \n",
       "1                   None  ...                      None   \n",
       "2                   None  ...                      None   \n",
       "3                   None  ...                      None   \n",
       "4                   None  ...                      None   \n",
       "\n",
       "  codePostal2Etablissement libelleCommune2Etablissement  \\\n",
       "0                     None                         None   \n",
       "1                     None                         None   \n",
       "2                     None                         None   \n",
       "3                     None                         None   \n",
       "4                     None                         None   \n",
       "\n",
       "  libelleCommuneEtranger2Etablissement distributionSpeciale2Etablissement  \\\n",
       "0                                 None                               None   \n",
       "1                                 None                               None   \n",
       "2                                 None                               None   \n",
       "3                                 None                               None   \n",
       "4                                 None                               None   \n",
       "\n",
       "  codeCommune2Etablissement codeCedex2Etablissement  \\\n",
       "0                      None                    None   \n",
       "1                      None                    None   \n",
       "2                      None                    None   \n",
       "3                      None                    None   \n",
       "4                      None                    None   \n",
       "\n",
       "  libelleCedex2Etablissement codePaysEtranger2Etablissement  \\\n",
       "0                       None                           None   \n",
       "1                       None                           None   \n",
       "2                       None                           None   \n",
       "3                       None                           None   \n",
       "4                       None                           None   \n",
       "\n",
       "  libellePaysEtranger2Etablissement  \n",
       "0                              None  \n",
       "1                              None  \n",
       "2                              None  \n",
       "3                              None  \n",
       "4                              None  \n",
       "\n",
       "[5 rows x 96 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "954a3e47-4e44-4ae2-84dc-1ad5bba6a226",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Existing environment variable sirene_key used, instead of locally saved credentials\n",
      "Getting location: 100%|██████████| 49/49 [00:00<00:00, 16367.04it/s]\n",
      "Getting location: 100%|██████████| 8/8 [00:00<00:00, 7339.11it/s]\n"
     ]
    }
   ],
   "source": [
    "# keep only businesses with more then 100 employees\n",
    "df = data.loc[data['effectifsMinEtablissement'] > 100]\n",
    "df = df.reset_index(drop=True)\n",
    "# find latitude and longitude of all businesses\n",
    "gdf = df.get_location().sort_values(by=['effectifsMinEtablissement'], ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a18327d3-caec-407a-bbff-06743c5a0a44",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "NR is missing from code_insee_du_departement column !\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geometry</th>\n",
       "      <th>cleabs</th>\n",
       "      <th>nom_officiel</th>\n",
       "      <th>nom_officiel_en_majuscules</th>\n",
       "      <th>code_insee</th>\n",
       "      <th>code_insee_de_la_region</th>\n",
       "      <th>code_siren</th>\n",
       "      <th>code_insee_du_departement</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MULTIPOLYGON (((277926.054 5709617.925, 277848...</td>\n",
       "      <td>DEPARTEM0000000000000063</td>\n",
       "      <td>Puy-de-Dôme</td>\n",
       "      <td>PUY-DE-DOME</td>\n",
       "      <td>63</td>\n",
       "      <td>84</td>\n",
       "      <td>226300010</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MULTIPOLYGON (((336295.261 6472777.256, 336428...</td>\n",
       "      <td>DEPARTEM0000000000000059</td>\n",
       "      <td>Nord</td>\n",
       "      <td>NORD</td>\n",
       "      <td>59</td>\n",
       "      <td>32</td>\n",
       "      <td>225900018</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MULTIPOLYGON (((-91403.654 6186431.719, -91543...</td>\n",
       "      <td>DEPARTEM0000000000000061</td>\n",
       "      <td>Orne</td>\n",
       "      <td>ORNE</td>\n",
       "      <td>61</td>\n",
       "      <td>28</td>\n",
       "      <td>226100014</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MULTIPOLYGON (((582085.39 5342294.655, 582092....</td>\n",
       "      <td>DEPARTEM0000000000000013</td>\n",
       "      <td>Bouches-du-Rhône</td>\n",
       "      <td>BOUCHES-DU-RHONE</td>\n",
       "      <td>13</td>\n",
       "      <td>93</td>\n",
       "      <td>221300015</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MULTIPOLYGON (((259950.061 6258104.764, 260905...</td>\n",
       "      <td>DEPARTEM0000000000000075</td>\n",
       "      <td>Paris</td>\n",
       "      <td>PARIS</td>\n",
       "      <td>75</td>\n",
       "      <td>11</td>\n",
       "      <td>227500055</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry  \\\n",
       "0  MULTIPOLYGON (((277926.054 5709617.925, 277848...   \n",
       "1  MULTIPOLYGON (((336295.261 6472777.256, 336428...   \n",
       "2  MULTIPOLYGON (((-91403.654 6186431.719, -91543...   \n",
       "3  MULTIPOLYGON (((582085.39 5342294.655, 582092....   \n",
       "4  MULTIPOLYGON (((259950.061 6258104.764, 260905...   \n",
       "\n",
       "                     cleabs      nom_officiel nom_officiel_en_majuscules  \\\n",
       "0  DEPARTEM0000000000000063       Puy-de-Dôme                PUY-DE-DOME   \n",
       "1  DEPARTEM0000000000000059              Nord                       NORD   \n",
       "2  DEPARTEM0000000000000061              Orne                       ORNE   \n",
       "3  DEPARTEM0000000000000013  Bouches-du-Rhône           BOUCHES-DU-RHONE   \n",
       "4  DEPARTEM0000000000000075             Paris                      PARIS   \n",
       "\n",
       "  code_insee code_insee_de_la_region code_siren code_insee_du_departement  \n",
       "0         63                      84  226300010                        63  \n",
       "1         59                      32  225900018                        59  \n",
       "2         61                      28  226100014                        61  \n",
       "3         13                      93  221300015                        13  \n",
       "4         75                      11  227500055                        75  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get map - departement limits\n",
    "geodataList =  get_geodata_list()\n",
    "mapdep = get_geodata('ADMINEXPRESS-COG-CARTO.LATEST:departement', update=True)\n",
    "mapdep = mapdep.transform_overseas()\n",
    "mapdep.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f8e9d35e-ec32-4ed0-bc66-96ba11df091d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# make cleaned labels\n",
    "match_list = ['RENAULT SAS', 'ALPINE', 'BATILLY', 'MAUBEUGE CONSTRUCTION',\n",
    "              'TOYOTA', 'STELLANTIS AUTO SAS', 'RENAULT TRUCKS']\n",
    "other_string_list = '|'.join(['[^' + x + ']' for x in match_list])\n",
    "\n",
    "conditions = [gdf['denominationUniteLegale'].str.contains(x) for x in match_list]\n",
    "conditions += [gdf['denominationUniteLegale'].str.contains(other_string_list)]\n",
    "\n",
    "values = ['RENAULT SAS', 'RENAULT SAS', 'RENAULT SAS', 'RENAULT SAS',\n",
    "          'TOYOTA', 'STELLANTIS AUTO SAS', 'RENAULT TRUCKS', 'OTHER']\n",
    "\n",
    "gdf['label'] = np.select(conditions, values, default=\"OTHER\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4a0986bb-d65c-42bf-94be-c21e48bd5a43",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtgAAAJFCAYAAADnK4CYAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjUsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvWftoOwAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3XV4FMf/wPH3XdxDAiFogODB3Z0GCgWKh1K0pXiRL1CoQIEWdykt3iLBipTi7i7FLXgSIIS4Xm5+f+R32xwXu+RCQpnX89xDbnd2dvaMz87OfkYlhBBIkiRJkiRJkmQS6uxugCRJkiRJkiT9l8gAW5IkSZIkSZJMSAbYkiRJkiRJkmRCMsCWJEmSJEmSJBOSAbYkSZIkSZIkmZAMsCVJkiRJkiTJhGSALUmSJEmSJEkmJANsSZIkSZIkSTIhGWBLkiRJkiRJkgnJAFuSJFQqFRMmTPhP7De7jiU7FSlShF69emV3MwCYMGECKpUqu5shSZKUrWSALX1wFi9ejEqlombNmpmua9euXe9NMPc+tTWn8vf3Z8KECVy5ciW7m5KqmzdvMmHCBB49epTdTcm0R48eoVKpkn3UqlUru5snSZKULJUQQmR3IyTpXapbty7+/v48evSIe/fuUbx48QzXNXjwYBYtWsT78DVKra0xMTGYm5tjbm7+TtuUFftVqVSMHz8+S04mLly4QPXq1Vm5cmWO6TEGiI2NRa1WY2FhAcDmzZvp1KkThw8fplGjRu+0LRqNBo1Gg7W1tUnqe/ToEUWLFsXHx4ePP/5Yb12ePHnw9vY2yX4kSZJM6d3+bypJ2ezhw4ecOnWKP//8k6+++oq1a9cyfvz47G5WtjNVMPS+7PddiYqKwtbWNsv3Y2VlleX7SK+sOlGrUqUK3bt3T1dZrVZLXFzcf/7zJUlSziWHiEgflLVr15IrVy5atWpFx44dWbt2rUGZI0eOoFKpOHLkiN5y3aXqVatWAdCrVy8WLVoEoHfZWicyMpKRI0dSqFAhrKysKFWqFDNnzjToQVapVAwePJhNmzZRtmxZbGxsqF27NteuXQPg119/pXjx4lhbW9OoUaNkL/tv2rSJqlWrYmNjQ+7cuenevTvPnz9X1qfV1qTjljdv3oxKpeLo0aMG+/n1119RqVRcv35dWXb79m06duyIi4sL1tbWVKtWjR07dhhsm5y3x0vrxu/ev3+fXr164ezsjJOTE7179yYqKkpv29jYWIYPH06ePHlwcHCgTZs2PHv2zGAfvXr1okiRIgbLkxsrvH//furVq4ezszP29vaUKlWKcePGAYmfi+rVqwPQu3dv5TXUfR4aNWpEuXLluHjxIg0aNMDW1pZx48bRs2dPcufOTXx8vEEbPvroI0qVKpXqa3Tv3j06dOiAu7s71tbWFCxYkK5duxIaGqqUSToGe9WqVXTq1AmAxo0bK+1M+nnevXs39evXx87ODgcHB1q1asWNGzf09hsYGEjv3r0pWLAgVlZW5MuXj7Zt26Y57CS511X3Gd+2bRvlypXDysoKLy8v9uzZk2pd6aWrf+3atXh5eWFlZaXUPXPmTOrUqYOrqys2NjZUrVqVzZs3p1hHetr4/Plz+vbtS/78+bGysqJo0aIMGDCAuLg4pUxISAjDhg1Tvv/Fixdn2rRpaLVakxyzJEk5m+zBlj4oa9eupX379lhaWuLj48Mvv/zC+fPnlcDJGF999RX+/v7s37+fP/74Q2+dEII2bdpw+PBh+vbtS6VKldi7dy+jRo3i+fPnzJkzR6/88ePH2bFjB4MGDQJgypQptG7dmtGjR7N48WIGDhzImzdvmD59On369OHQoUPKtqtWraJ3795Ur16dKVOm8OLFC+bNm8fJkye5fPkyzs7Oqbb1ba1atcLe3p6NGzfSsGFDvXUbNmzAy8uLcuXKAXDjxg3q1q1LgQIF+Oabb7Czs2Pjxo20a9eOLVu28Omnnxr9ugJ07tyZokWLMmXKFC5dusSyZctwc3Nj2rRpSpkvvviCNWvW0K1bN+rUqcOhQ4do1apVhvanO5bWrVtToUIFJk6ciJWVFffv3+fkyZMAlClThokTJ/LDDz/Qr18/6tevD0CdOnWUOl6/fk3Lli3p2rUr3bt3J2/evNjZ2fH777+zd+9eWrdurZQNDAzk0KFDqV5BiYuLw9vbm9jYWIYMGYK7uzvPnz9n586dhISE4OTkZLBNgwYNGDp0KPPnz2fcuHGUKVNGaT/AH3/8Qc+ePfH29mbatGlERUXxyy+/UK9ePS5fvqycjHTo0IEbN24wZMgQihQpwsuXL9m/fz9PnjxJ9oQlLSdOnODPP/9k4MCBODg4MH/+fDp06MCTJ09wdXVNc/uoqCiCgoL0ljk5OSnDYg4dOsTGjRsZPHgwuXPnVto4b9482rRpw2effUZcXBy+vr506tSJnTt3Gnxe0tNGf39/atSoQUhICP369aN06dI8f/6czZs3ExUVhaWlJVFRUTRs2JDnz5/z1VdfUbhwYU6dOsXYsWMJCAhg7ty5Rr9+kiS9Z4QkfSAuXLggALF//34hhBBarVYULFhQfP3113rlDh8+LABx+PBhveUPHz4UgFi5cqWybNCgQSK5r9G2bdsEICZPnqy3vGPHjkKlUon79+8rywBhZWUlHj58qCz79ddfBSDc3d1FWFiYsnzs2LECUMrGxcUJNzc3Ua5cOREdHa2U27lzpwDEDz/8kGZbdW0YP3688tzHx0e4ubkJjUajLAsICBBqtVpMnDhRWda0aVNRvnx5ERMToyzTarWiTp06okSJEsnuK7X9jh8/XgCiT58+euU+/fRT4erqqjy/cuWKAMTAgQP1ynXr1s2gzp49ewoPDw+Dfev2pTNnzhwBiFevXqXY3vPnzxt8BnQaNmwoALFkyRK95QkJCaJgwYKiS5cuestnz54tVCqV8PPzS3F/ly9fFoDYtGlTimWEEMLDw0P07NlTeb5p06ZkP8Ph4eHC2dlZfPnll3rLAwMDhZOTk7L8zZs3AhAzZsxIdb/Jeft1FSLxfba0tNT73F+9elUAYsGCBanWp/veJffQHR8g1Gq1uHHjhsH2UVFRes/j4uJEuXLlRJMmTTLUxh49egi1Wi3Onz9vsC+tViuEEGLSpEnCzs5O3L17V2/9N998I8zMzMSTJ09SPWZJkt5/coiI9MFYu3YtefPmpXHjxkDiJeEuXbrg6+tLQkKCSfe1a9cuzMzMGDp0qN7ykSNHIoRg9+7desubNm2q1yuoy3DSoUMHHBwcDJb7+fkBiTfdvXz5koEDB+qNN23VqhWlS5fm77//zlD7u3TpwsuXL/WGFWzevBmtVkuXLl0ACA4O5tChQ3Tu3Jnw8HCCgoIICgri9evXeHt7c+/ePb1hKsbo37+/3vP69evz+vVrwsLCgMTXFzB4fYcNG5ah/QE4OzsDsH379gxfxreysqJ37956y9RqNZ999hk7duwgPDxcWb527Vrq1KlD0aJFU6xP10O9d+9egyEyGbF//35CQkLw8fFR3q+goCDMzMyoWbMmhw8fBsDGxgZLS0uOHDnCmzdvMr1fgGbNmuHp6ak8r1ChAo6OjspnOS39+vVj//79eo+KFSsq6xs2bEjZsmUNtrOxsVH+fvPmDaGhodSvX59Lly4Z3UatVsu2bdv45JNPqFatmsH2uqExmzZton79+uTKlUvvdW7WrBkJCQkcO3YsXccsSdL7SwbY0gchISEBX19fGjduzMOHD7l//z7379+nZs2avHjxgoMHD5p0f48fPyZ//vx6wTH8e5n+8ePHessLFy6s91wXWBUqVCjZ5bqgR1dPcuN4S5cubbCf9GrRogVOTk5s2LBBWbZhwwYqVapEyZIlAbh//z5CCL7//nvy5Mmj99ANe3j58mWG9v/265ErVy5A/7jVarVeMATJvw7p1aVLF+rWrcsXX3xB3rx56dq1Kxs3bjQq2C5QoACWlpYGy3v06EF0dDRbt24F4M6dO1y8eJHPP/881fqKFi3KiBEjWLZsGblz58bb25tFixbpjb82xr179wBo0qSJwXu2b98+5f2ysrJi2rRp7N69m7x589KgQQOmT59OYGBghvYLhu8pJL6v6Q3gS5QoQbNmzfQeus8FkOKJys6dO6lVqxbW1ta4uLiQJ08efvnll2Rfw7Ta+OrVK8LCwpQhUim5d+8ee/bsMXiNmzVrBmT8eyFJ0vtDjsGWPgiHDh0iICAAX19ffH19DdavXbuWjz76CMDgBi0dU/dyJ2VmZmbUcpHFaQGtrKxo164dW7duZfHixbx48YKTJ0/y888/K2V0gef//ve/FFOlZTQFoimPO73vp42NDceOHePw4cP8/fff7Nmzhw0bNtCkSRP27duXYpveriM5ZcuWpWrVqqxZs4YePXqwZs0aLC0t6dy5c5p1zpo1i169erF9+3b27dvH0KFDmTJlCmfOnKFgwYJpbp+U7j37448/cHd3N1ifNPvHsGHD+OSTT9i2bRt79+7l+++/Z8qUKRw6dIjKlSsbtV/I+s9ycq/98ePHadOmDQ0aNGDx4sXky5cPCwsLVq5cybp167KsjVqtlubNmzN69Ohk1+tOUiVJ+u+SAbb0QVi7di1ubm5KJo2k/vzzT7Zu3cqSJUuwsbFResVCQkL0yiXXG5xS8Obh4cGBAwcIDw/X68W+ffu2st4UdPXcuXOHJk2a6K27c+eO3n6MnV2vS5curF69moMHD3Lr1i2EEMrwEIBixYoBYGFhofTMvSseHh5otVoePHig12t9584dg7K5cuUyeC8h+fdTrVbTtGlTmjZtyuzZs/n555/59ttvOXz4MM2aNcvUDIU9evRgxIgRBAQEsG7dOlq1aqXXA5ua8uXLU758eb777jtOnTpF3bp1WbJkCZMnT062fErt1PX4u7m5pes98/T0ZOTIkYwcOZJ79+5RqVIlZs2axZo1a9LV7uy2ZcsWrK2t2bt3r14qw5UrV2aovjx58uDo6KiXRSc5np6eREREvPPvhSRJOYccIiL950VHR/Pnn3/SunVrOnbsaPAYPHgw4eHhSmo5Dw8PzMzMDMZJLl682KBuOzs7wDAY//jjj0lISGDhwoV6y+fMmYNKpaJly5YmObZq1arh5ubGkiVLiI2NVZbv3r2bW7du6WVJSKmtKWnWrBkuLi5s2LCBDRs2UKNGDb3L8G5ubjRq1Ihff/2VgIAAg+1fvXqVwaNKm+71mz9/vt7y5LIzeHp6Ehoayj///KMsCwgIUIZr6AQHBxtsW6lSJQDltTX2NUzKx8cHlUrF119/jZ+fX7pyOoeFhaHRaPSWlS9fHrVarfd+vy2ldnp7e+Po6MjPP/+cbNpA3XsWFRVFTEyM3jpPT08cHBxS3W9OY2Zmhkql0rta8ejRI7Zt25ah+tRqNe3ateOvv/7iwoULBut1Pd2dO3fm9OnT7N2716BMSEiIwXsqSdJ/j+zBlv7zdDeXtWnTJtn1tWrVIk+ePKxdu5YuXbrg5OREp06dWLBgASqVCk9PT3bu3JnsuMmqVasCiTfbeXt7Y2ZmRteuXfnkk09o3Lgx3377LY8ePaJixYrs27eP7du3M2zYMIOxwxllYWHBtGnT6N27Nw0bNsTHx0dJ01ekSBGGDx+eZltTq7t9+/b4+voSGRnJzJkzDcosWrSIevXqUb58eb788kuKFSvGixcvOH36NM+ePePq1asmOc63VapUCR8fHxYvXkxoaCh16tTh4MGD3L9/36Bs165dGTNmDJ9++ilDhw5V0tKVLFlS70a3iRMncuzYMVq1aoWHhwcvX75k8eLFFCxYkHr16gGJQaazszNLlizBwcEBOzs7atasmeqNijp58uShRYsWbNq0CWdn53SlFDx06BCDBw+mU6dOlCxZEo1Gwx9//IGZmRkdOnRI9fUxMzNj2rRphIaGYmVlRZMmTXBzc+OXX37h888/p0qVKnTt2pU8efLw5MkT/v77b+rWrcvChQu5e/cuTZs2pXPnzpQtWxZzc3O2bt3KixcvUv3M5DStWrVi9uzZtGjRgm7duvHy5UsWLVpE8eLF9U64jPHzzz+zb98+GjZsSL9+/ShTpgwBAQFs2rSJEydO4OzszKhRo9ixYwetW7emV69eVK1alcjISK5du8bmzZt59OgRuXPnNvHRSpKUo2RfAhNJejc++eQTYW1tLSIjI1Ms06tXL2FhYSGCgoKEEEK8evVKdOjQQdja2opcuXKJr776Sly/ft0gRZtGoxFDhgwRefLkESqVSi89WXh4uBg+fLjInz+/sLCwECVKlBAzZsxQUnnpAGLQoEF6y3Spyd5Ok6ZLIfh22rYNGzaIypUrCysrK+Hi4iI+++wz8ezZM70yqbWVt1Lb6ezfv18AQqVSiadPnyb72j148ED06NFDuLu7CwsLC1GgQAHRunVrsXnz5mTLv33syaXpeztV3sqVK/XSEwohRHR0tBg6dKhwdXUVdnZ24pNPPhFPnz5N9lj27dsnypUrJywtLUWpUqXEmjVrDNLJHTx4ULRt21bkz59fWFpaivz58wsfHx+DVGvbt28XZcuWFebm5nqfh4YNGwovL69Uj3fjxo0CEP369UvztRFCCD8/P9GnTx/h6ekprK2thYuLi2jcuLE4cOCAXrm30/QJIcTSpUtFsWLFhJmZmUHKvsOHDwtvb2/h5OQkrK2thaenp+jVq5e4cOGCEEKIoKAgMWjQIFG6dGlhZ2cnnJycRM2aNcXGjRvTbHNKafre/oyn1O63pfRdSE/9QgixfPlyUaJECWFlZSVKly4tVq5cmek2Pn78WPTo0UPkyZNHWFlZiWLFiolBgwaJ2NhYpUx4eLgYO3asKF68uLC0tBS5c+cWderUETNnzhRxcXGpHrMkSe8/lRBZfLeUJEmSBCSmAGzXrh3Hjh1TJqqRJEmS/ntkgC1JkvSOtG7dmlu3bnH//v1M3TApSZIk5WxyDLYkSVIW8/X15Z9//uHvv/9m3rx5MriWJEn6j5M92JIkSVlMpVJhb29Ply5dWLJkiV6+aUmSJOm/R/7KS5IkZTHZjyFJkvRhkXmwJUmSJEmSJMmEZIAtSZIkSZIkSSYkh4hIkiRJ0gcoISEh2Rk9JUlKnqWlJWp1+vqmZYAtSZIkSR8QIQSBgYGEhIRkd1Mk6b2iVqspWrQolpaWaZaVWUQkSZIk6QMSEBBASEgIbm5u2NrayrSRkpQOWq0Wf39/LCwsKFy4cJrfG9mDLUmSJEkfiISEBCW4dnV1ze7mSNJ7JU+ePPj7+6PRaLCwsEi1rLzJUZIkSZI+ELox17a2ttncEkl6/+iGhiQkJKRZVgbYkiRJkvSBkcNCJMl4xnxv5BARSZIkSZKMFhgaw/F7r4iI1WBvZU79Enlwd7LO7mZJUo4gA2xJkiRJktLtn2chLDp8n4O3XqLR/psnwVytomkZNwY1Lk6Fgs7Z10BJygHkEBFJkiRJktJlz/VAOi45zd4bL/SCawCNVrD3xov/Xx+YZW14+vQpffr0IX/+/FhaWuLh4cHXX3/N69evefToESqVKtXHqlWrOHLkCCqVKtlUhUWKFGHu3Ll6z5OrZ+rUqQAG+3RxcaFhw4YcP348y14DKeeTAbYkSZIkSWn651kIQ30vE6fRplouTqNlyPrL/PMsxORt8PPzo1q1aty7d4/169dz//59lixZwsGDB6lduzYODg4EBAQoj5EjR+Ll5aW3rEuXLkbvd+LEiXp1BAQEMGTIEL0yBw4cICAggGPHjpE/f35at27NixcvTHXo0ntGDhGRJEmSJClNiw7fTzO41onTaFl8+AFLPq9q0jYMGjQIS0tL9u3bh42NDQCFCxemcuXKeHp68t133/HLL78o5e3t7TE3N8fd3T1T+3VwcEizDldXV9zd3XF3d2fcuHH4+vpy9uxZ2rRpk6l9S+8n2YMtSZIkSVKqAkNjOHDrpVHbHLj1gsDQGJO1ITg4mL179zJw4EAluNZxd3fns88+Y8OGDWT3/HnR0dH8/vvvAOma8U/6b5IBtiRJkiRJqTp+7xUJWuMCV41WcOJ+kMnacO/ePYQQlClTJtn1ZcqU4c2bN7x69SrddRYsWBB7e3u9x5MnTwzKjRkzxqDc22Os69Spg729PXZ2dsycOZOqVavStGlT4w5S+s+QQ0QkSZIkSUpVRKwmY9vFxJu4JZi0h/r48eM4ODjoLWvUqJFBuVGjRtGrVy+9ZQUKFNB7vmHDBkqXLs3169cZPXo0q1atSnO2P+m/SwbYkiRJkiSlyt4qY+GCvbXpAszixYujUqm4desWn376qcH6W7dukStXLvLkyZPuOosWLYqzs7PeMnNzw2PNnTs3xYsXT7WuQoUKUaJECUqUKIFGo+HTTz/l+vXrWFlZpbs90n+HHCIiSZIkSVKq6pfIg7nauNkfzdUq6hXPbbI2uLq60rx5cxYvXkx0dLTeusDAQNauXUuXLl1yxCyVHTt2xNzcnMWLF2d3U6RsIgNsSZIkSZJS5e5kTdMybkZt06xMXpPP7Lhw4UJiY2Px9vbm2LFjPH36lD179tC8eXMKFCjATz/9ZNL96YSHhxMYGKj3CAsLS7G8SqVi6NChTJ06laioqCxpk5SzyQBbkiRJkqQ0DWpcHEvz9IUNVuZqBjb2NHkbSpQowYULFyhWrBidO3fG09OTfv360bhxY06fPo2Li4vJ9wnwww8/kC9fPr3H6NGjU92mZ8+exMfHs3Dhwixpk5SzqUR257ORJEmSJOmdiImJ4eHDhxQtWhRra+N7l/feCGTI+tQnm7E0V7PApzLeXpnLPS1JOY0x3x/Zgy1JkiRJUrp4e7mzuX9tWni5G4zJNleraPH/62VwLX3oZBYRSZIkSZLSrUJBZ5Z8XpXA0BhO3A8iIiYee2sL6hXPbfIx15L0vpIBtiRJkiRJRnN3sqZj1YLZ3QxJypHkEBFJkiRJkiRJMiEZYEuSJEmSJEmSCckAW5Ik6QPy6tUrYmJisrsZkiRJ/2kywJYkSfoAXL9+nXbt2uHm5sbgwYOzuzmSJEn/aTLAliRJ+o8QQnDnzh1atWpFyZIlefbsGUuWLMHd3Z3y5cuzfft2bG1tWblyJcHBwdndXEmSpP8smUVEkiTpPRQeHk6LFi24ePEi3bp148WLFxw9epTIyEilTKFChZS/p0+fzuDBg7l27Ro1a9bEz88vy2a9kz4MLyJfcDrgNJHxkdhZ2FE7X23y2uXN7mZJUo4gA2xJkqT3iEaj4fXr17Rp04Zz584BsHLlSlxdXfH29qZPnz5YW1vTrFkzAJ4+fUrBgv+mUitfvjwAly5dolq1au/+AKT33o2gGyy9tpSjT4+iERplubnKnIaFGvJl+S/xyu2VjS2UpOwnh4hIkiS9B44cOYJKpcLCwgJ3d3fOnTvH4MGDWbVqFT/99BMvXrxgy5YttGrViqZNmyKEQAihF1wD2NjYAPD7779nx2FI77mDjw/SY3cPDj45qBdcA2iEhoNP/l1var169UKlUinfg6JFizJ69GiDm3Z1Zd5++Pr6Av9+l7y8vEhISNDb1tnZmVWrVhnse8qUKZiZmTFjxgyDdRMmTKBSpUoGyx89eoRKpeLKlSt6+w0JCVHKNGrUKMX2qlQqGjVqlOxrERUVxdixY/H09MTa2po8efLQsGFDtm/fblD22bNnWFpaUq5cuWTrOnr0KE2aNMHFxQVbW1tKlChBz549iYuLS7a8lD4ywJYkScpBHj58yF9//WXwH23jxo0Nyi5YsICePXsybtw4zMzM0r0PLy8vTp48ycSJE03ZdOk/7kbQDUYfG02cNvXAK04bx+ijo7kRdMPkbWjRogUBAQH4+fkxZ84cfv31V8aPH29QbuXKlQQEBOg92rVrp1fGz88v3SeaK1asYPTo0axYscIUh6H4888/lfbprkgdOHBAWfbnn38mu13//v35888/WbBgAbdv32bPnj107NiR169fG5RdtWoVnTt3JiwsjLNnz+qtu3nzJi1atKBatWocO3aMa9eusWDBAiwtLQ1OPiTjyABbkiQpBxBCsHz5cooVK0abNm2SLTNjxgxiY2OV5xm9UfHEiRMAjB8/Xv4nKqXb0mtL0wyudeK0cSy7tszkbbCyssLd3Z1ChQrRrl07mjVrxv79+w3KOTs74+7urvewttafxn3IkCGMHz9e7zuVnKNHjxIdHc3EiRMJCwvj1KlTJjseFxcXpX158uQBwNXVVVmW0n0SO3bsYNy4cXz88ccUKVKEqlWrMmTIEPr06aNXTgjBypUr+fzzz+nWrRvLly/XW79v3z7c3d2ZPn065cqVw9PTkxYtWrB06VLlapeUMTLAliRJykZv3rxhypQpqNVqvvjiCyDxsvFnn31GSEiIMtRDCMH//vc/LC0t2bNnDwA9evTI0D6dnZ3ZtGkTQLLBiSS97UXkC448PWLUNkeeHuFF5IusaA6QmHry1KlTWFpaZmj7YcOGodFoWLBgQarlli9fjo+PDxYWFvj4+BgEqdnB3d2dXbt2ER4enmq5w4cPExUVRbNmzejevTu+vr56N0K7u7sTEBDAsWPHsrrJHxwZYEuSJGWTS5cuUaFCBcaNG0erVq0AeP36NYcPH2bNmjU4OTklu523tzcqlYrjx49neN+6caa6QFuSUnM64DQJwrirHRqh4UzAGZO2Y+fOndjb22NtbU358uV5+fIlo0aNMijn4+ODvb293uPJkyd6ZWxtbRk/fjxTpkwhNDQ02f2FhYWxefNmunfvDkD37t3ZuHEjERERJj0uY/3222+cOnUKV1dXqlevzvDhwzl58qRBueXLl9O1a1fMzMwoV64cxYoV0/vOd+rUCR8fHxo2bEi+fPn49NNPWbhwIWFhYe/ycP6TZIAtSZKUDW7fvk3Dhg2JiIjgwYMH7Ny5EyFEulPnLViwgLCwMHbt2mX0vh8+fMjff/8NwJw5c4zeXvrwRMZHpl0oGRHxpg1EGzduzJUrVzh79iw9e/akd+/edOjQwaDcnDlzuHLlit4jf/78BuX69u2Lq6sr06ZNS3Z/69evx9PTk4oVKwJQqVIlPDw82LBhg0mPy1gNGjTAz8+PgwcP0rFjR27cuEH9+vWZNGmSUiYkJIQ///xTOTmAxBOEpD3wZmZmrFy5kmfPnjF9+nQKFCjAzz//jJeXFwEBAe/0mP5rZIAtSZL0jsXExFCmTBly5crF/fv3KVasmNF19O3bFzs7O6ZMmWL0thYWFsrfjo6ORm8vfXjsLOwytJ29hb1p22FnR/HixalYsSIrVqzg7NmzyQ7ZcHd3p3jx4noPc3PDzMTm5ub89NNPzJs3D39/f4P1y5cv58aNG5ibmyuPmzdv6t3s6OjomGwPuC5bSEpXojLLwsKC+vXrM2bMGPbt28fEiROZNGmSkv1j3bp1xMTEULNmTaXtY8aM4cSJE9y9e1evrgIFCvD555+zcOFCbty4QUxMDEuWLMmSdn8oZIAtSZL0juzYsYPVq1dTunRpAObPn4+rq2uG6rK2tqZnz56cOXNGL+1Xeryduk+S0lI7X23MVcZNnWGuMqdWvlpZ1CJQq9WMGzeO7777jujo6AzX06lTJ7y8vPjxxx/1ll+7do0LFy5w5MgRvZ7wI0eOcPr0aW7fvg1AqVKlePbsGS9e6I83v3TpEtbW1hQuXDjDbTNG2bJl0Wg0StrC5cuXM3LkSL22X716lfr166eaDSVXrlzky5dPb6y2ZDw50YwkSdI78PXXXzN//nzl+Z49e/D29s5UnX379mXx4sX89ttvjB49OrNNlKQU5bXLS8NCDY3Kb92oUKMsn9mxU6dOjBo1ikWLFvG///1PWR4SEkJgYKBeWQcHB+zsku+Jnzp1qsH3cfny5dSoUYMGDRoYlK9evTrLly9nxowZeHt7U6pUKXx8fJg8eTLu7u5cunSJ7777jq+//toghea1a9dwcHBQnqtUKmUISno1atQIHx8fqlWrhqurKzdv3mTcuHE0btwYR0dHrly5wqVLl1i7dq1yQq/j4+PDxIkTmTx5MsuXL+fKlSt8+umneHp6EhMTw++//86NGzfSvPlTSp3swZYkSXoHdMNAJk+eTEJCQqaDa4By5crh5OSkF7gbS6bpk9Lry/JfYqlOX8YOKzMrvij/RRa3KHGIx+DBg5k+fbpej2vv3r3Jly+f3iO1gLFJkyY0adIEjSZx8py4uDjWrFmT7PhugA4dOvD7778THx+Pubk5+/bto3Dhwvj4+FCuXDnGjx/P119/rTcmWqdBgwZUrlxZeVStWtXo4/b29mb16tV89NFHlClThiFDhuDt7c3GjRuBxJODsmXLGgTXAJ9++ikvX75k165d1KhRg4iICPr374+XlxcNGzbkzJkzbNu2jYYNGxrdLulfKiGEyO5GSJIk/ddFRkZib2/P999/b9IJXho1asSJEyeUwCC9HBwciIiIYNSoUXh5edGkSRMKFiyISqUyWduknCcmJoaHDx9StGhRg7zQ6XHwyUFGH019shlLtSXTG06naeGmmWmqJOU4xnx/ZIAtSZL0juiCV1P+7C5cuJAhQ4ZQr149o9P2lSxZknv37inPixYtip+fn1F1CCFkUP4eyWyADYkzOi67towjT4/oTZdurjKnUaFGfFH+C7xye5moxZKUc8gAW5IkKQeqUaMG58+fJyYmBisrK5PUGRwcrNwo6ejoiIODA7Vr1yYsLIxmzZolmyNY5+bNm1y5cgWAzz77DEgcu5pW1gOtVsuFCxeUCSwSEhI4ePAgTZo0MckxSVnHFAG2zovIF5wJOENEfAT2FvbUylcry8dcS1J2kgG2JElSDvTxxx+ze/duZdymqcTFxdGlSxe2bdtmsK5AgQI8e/YszTq2bNlCx44dgcRx2Wq14S06QgjGjRvH1KlTDdbVqlWLU6dOyd7sHM6UAbYkfWiM+f7ImxwlSZLeASEE8fHxyt+mZGlpydatW3n8+DF3797lxIkTyrrnz5+nq46kN3P169dPb51Wq2XIkCGo1WqmTp1K7ty5mTp1KoMHD+bWrVts2bKFM2fOmHRsuSRJ0vtM9mBLkiS9A4ULF+bp06eA6QPst+l6kV1dXbl06VK68/CGhobi7OwMJAbVsbGxWFtbs2PHDtq2bQvAhg0b6Ny5s952Qgjs7OyIjo7m+fPnyc6YJ+UMsgdbkjJO9mBLkiTlMLrg+l26ePGiUZNcODk54e7uDiRO4uHg4MCePXs4cOAAkDhxxtvBNSQG9JUrVwYSh6ToUoVJkiR9qGSALUmS9A5dvHgxy/exZs0aIDH3dlRUlFHb+vv7Y2VlhaenJxqNhpYtW7JgwQLKli2rBNHJ+fvvv5W/u3Tpwvbt2zPWeEmSpP8AGWBLkiS9Q1WqVMnyfXz88cdA4jCP5CaaSI1KpeLWrVscPHiQy5cv4+LiAsCSJUtS3c7Z2RkhBO3btwdg9uzZGWi5JEnSf4OcKl2SJOkdMWXmkNQ4Ojoqfz99+pSmTZvy999/pzlm8NKlS9SvX1/p9e7SpQuvX782at+6vNrDhg0zrtHSeyc8OIjH/1whLjoKSxtbPCpUwsEld3Y3S5JyBBlgS5IkvQO5c+cmKCjonUzMYmZmRmhoKP7+/pQpU4ZDhw6RK1cu1Go1UVFRtG3blrNnz7Jw4ULq1q3LkCFD+N///segQYP0hpRs2LCBjh07Kun70iM0NBRInI5Z+m8KfHCPs1s34nfpHNqEBGW52syMYlVqUPPTzrh7lsjGFkpS9pNDRCRJkt6BNm3aAIk5pt8FR0dHSpcujRCCbdu2ERMTowTP27dvJzAwkI4dO5IvXz42b95MrVq19MaH161bF4AvvvjCqP2WKVMGgL1795roSKSc5N65U/iOH83986f1gmsAbUIC98+fxnf8aO6dP23yfffq1QuVSoVKpcLCwoKiRYsyevRoYmJi9Mrpyrz98PX1BeDIkSOoVCq8vLwMvo/Ozs6sWrXKYN9TpkzBzMyMGTNmGKybMGEClSpVMlj+6NEjVCqVMpmTbr8hISFKmUaNGqXYXpVKRaNGjQzqLVKkSKrb9OrVy+B1cHR0pHr16gb3RqS37ZCYLei3336jZs2a2Nvb4+zsTLVq1Zg7d67y25JcfcePH8fZ2Zlhw4YhhCAqKoqxY8fi6emJtbU1efLkoWHDhv+5+zZkgC1JkvQOrFixAoA3b968833reqxXrVrFwIEDAZSx0ra2tspMkDrFihXj5MmTAPz6669G7eunn34CoEWLFimW0Wj/TVP4IjaeO5HR3ImMJiju32m347Uyg2xOE/jgHn/Pn0HC/+dzT0lCfDx/z5tO4IN7Jm9DixYtCAgIwM/Pjzlz5vDrr78yfvx4g3IrV64kICBA79GuXTu9Mn5+fvz+++/p2u+KFSsYPXq08j02lT///FNp37lz5wA4cOCAsuzPP/802Ob8+fPK+i1btgBw584dZdm8efOUsrrX4cKFC9StW5eOHTty7dq1DLX1888/Z9iwYbRt25bDhw9z5coVvv/+e7Zv386+ffuS3ebvv//G29ubESNGMHfuXFQqFf379+fPP/9kwYIF3L59mz179tCxY0ejh6PldHKIiCRJ0jtgYWFBfHw8lpaW2bL/GjVqUKNGDXr27MmiRYuAxJsgdTM23r17l1KlSvHjjz8yfvx4ChcuzOPHj43eT9WqVVNcpxWCWK1gY2Awf78K4Vp4NG80+j2IuS3MqexoSzs3Z9q45UKtAjM5O2SOcHbrxjSDa52E+HjObdtEm5HjTNoGKysrJZVkoUKFaNasGfv372fatGl65ZydnZVyKRkyZAjjx4+nW7duWFlZpVju6NGjREdHM3HiRH7//XdOnTpFnTp1Mn8woNxEDCg98a6urqm2PU+ePAbbu7m5KTnsk9K9Du7u7kyaNIl58+Zx+PBhypcvb1Q7N27cyNq1a9m2bZuSEx8Se9PbtGlDWFiYwTbr1q2jd+/ezJo1i8GDByvLd+zYwbx585SbsYsUKZLq78b7SvZgS5IkvQOenp4ABpezs1PS6dBLliyJEIIaNWoA8OTJkwzXqxteEhcXByT2WGu0gpmPAqlw8jpj7j7j2JsIg+AaIChew/7XYQy69YTKp26w7NkrtEKgkXOiZavw4CAeXDxr1DYPLp4lPDgoi1oE169f59SpUxk+aR02bBgajYYFCxakWm758uX4+PhgYWGBj48Py5cvz9D+spNGo1HanZHXa+3atZQqVUovuNZRqVQ4OTnpLVu0aBG9e/dmxYoVesE1gLu7O7t27SI8PNzodrxPZIAtSZL0DuguRffp0yebW5I6XXCcGVevXgUgMjISjRDcj4qh2YU7zH70gvAEbbrrCYrXMP6+P+0u3ycwNl5vaIn0bj3+5wpCm/73DhLHZD+5dtWk7di5cyf29vZYW1tTvnx5Xr58yahRowzK+fj4YG9vr/d4+6TR1taW8ePHM2XKFOXm3LeFhYWxefNmunfvDkD37t3ZuHEjERERJj2urKJ7HaysrBg+fDhFihRJdrKotNy7d49SpUqlq+ytW7cYPHgwv/zyC5999pnB+t9++41Tp07h6upK9erVGT58uDIk7b9EBtiSJEnvQKFChQDYtWtXlmcRyYzIyEjl78qVK2NmZsbIkSONqqNcuXJUrFgRe0dHzodG0urSPW5HZrzn/lxoJC0u3OVBdKwMsrNJXLRxExbpxBo50VFaGjduzJUrVzh79iw9e/akd+/edOjQwaDcnDlzuHLlit4jf/78BuX69u2Lq6urwRATnfXr1+Pp6UnFihUBqFSpEh4eHmzYsMGkx5VVdK/D7t27KVu2LMuWLdMblpJewogrSAULFqRKlSrMmDGDgIAAg/UNGjTAz8+PgwcP0rFjR27cuEH9+vWZNGmS0e3KyWSALUmS9A6cPq2fVSFpIJuTJL3h8cqVK2i1WubNm6dkI7hz506adfz888/4btrErfAouv/jR6QRvdYpCYrX0OHyfV7GxZMgh4u8c5Y2thnazso2Y9ulxM7OjuLFi1OxYkVWrFjB2bNnkx2y4e7uTvHixfUeyeWhNzc356effmLevHn4+/sbrF++fDk3btzA3Nxcedy8eVPvZkdHR8dke8B12ULeHj7xLuleh48++oiVK1fSpUsXXr58qaxPb9tLlizJ7du307VPBwcHDhw4gJ2dHY0bN042yLawsKB+/fqMGTOGffv2MXHiRCZNmqQMK/svkAG2JEnSO6Abb6hLu5U0/VVOYmFhoaTSunXrFqCfWrB06dJp5sVu3LgxxYp5MvjOM5ME1zpB8RqG3Hoib3rMBh4VKqE2MzNqG7WZGYXLV8yiFiXeQzBu3Di+++47oqOjM1xPp06d8PLy4scff9Rbfu3aNS5cuMCRI0f0esKPHDnC6dOnlYCzVKlSPHv2jBcvXuhtf+nSJaytrSlcuHCG22ZKNWrUoGrVqkqmH0h/27t168bdu3eTTaUnhDAI0nPlysWBAwdwdHSkUaNGyZ68JFW2bFk0Gk2Oukcls2SALUmS9A5ER0ejUqk4dOgQQgiTjHXOSjY2NpQuXZrffvsNSLzp8cCBAwBs2bKFhQsXpritEIKZjwO5GxVr8nadDIlg9fMg2Yv9jjm45KZYlRpGbeNZtWaWz+zYqVMnzMzMlMw4OiEhIQQGBuo9UrtqNHXqVFasWKFXZvny5dSoUYMGDRpQrlw55dGgQQOqV6+u9Jx7e3tTqlQpfHx8OHXqFH5+fmzevJnvvvuOr7/+GrO3TkyuXbumF7Dr7ll4F4YNG8avv/7K8+fPjWp7586d6dKlCz4+Pvz8889cuHCBx48fs3PnTpo1a8bhw4cN9uXs7Mz+/fvJlSuXXpDdqFEjfv31Vy5evMijR4/YtWsX48aNo3Hjxnqz0L7vZIAtSZL0DvTv3/+dzOJoal9++SVCCAoVKkTTpk2V5WPHjmXEiBHJbhOl1XI8OIL2eXPRI78rXdxdqORgg5XaNMc+7/EL3q9X8b+h5qedMbOwSFdZcwtLarTrlMUtShziMXjwYKZPn64XHPfu3Zt8+fLpPVLLFtKkSROaNGmCRpOYiz0uLo41a9YkO74boEOHDvz+++/Ex8djbm7Ovn37KFy4MD4+PpQrV47x48fz9ddfJzuuuEGDBlSuXFl5vMsUdS1atKBo0aJKL3Z6265SqVi3bh2zZ89m27ZtNGzYkAoVKjBhwgTatm2Lt7d3svtzcnJi37595M6dm4YNG/L8+XO8vb1ZvXo1H330EWXKlGHIkCF4e3uzcePGd/IavCsqYczIdUmSJClDKlasyD///GPUzUI50dsnCKGhoXq9TlohiEvQYm2e2POVNNd2TEIC216GsOxZENcjMn5JH2BVuaI0c3XE3ERB+4ciJiaGhw8fUrRoUaytrY3e/t750/w9b3qq+bDNLCxo9fVoSlSvnZmmSlKOY8z3RwbYkiRJ74AuMH3ff3J37tzJJ598ojxPSEhQAmitVktsbCwXL17k3r17BAYGEhsbi7m5OXnz5qVo0aJUqV4dZ0dHfnv2iql+AcRkMCtIOzdnlngVMcUhfVAyG2BD4oyO57Zt4sHFs3rTpavNzPCsWpMa7Trh7lnCVE2WpBzDmO+PnMlRkiQpi+nujNel+npfTZ06lbFjxyrPf/75Z9RqNVqtFpVKxdmzZzl06BDxb/VuajQanj9/zvPnzzl58iS1a9emb5MmVHOwxecfP6NyY+tcDTdt+jcp/dw9S9Bm5DjCg4N4cu0qsVFRWNnaUrh8xSwfcy1J7wvZgy1JkpTFgoODlfR3w4cPZ/bs2dncooxJOjzkzZs3ODs7I4RACMHGjRvTncYLIH/+/HTv0YPLUXF0uuqHsSG2CnjQoDy2Rma2+NCZogdbkj5Uxnx/5E2OkiRJWcze3l75e86cORQpUkR5HhMTQ82aNalcubIy22NOlXQyDmdnZyAx6N65c6dRwTWAv78/G9avp3YuB74slMfotgggLD5BL6evJElSTiEDbEmSpCz2dgqrx48fU7FiRaysrLCxseHcuXNcuXKFnj174uLiwvr167OppakbPXq08rdarSYhIYEHDx5w6dKlDNX3+PFjzp09yzdF3HE0N74nOj4+niVLlnD37t0M7V+SJCmryABbkiQpi+3ZsweAv/76i2vXrgHwzz//KGOzq1WrxosXLxgwYABv3ryhW7du/P777zg5OWFjY8OzZ8+yre1ve/r0KQDNmzfHzMyMI0eOZKq+EydOYKGCLu7GTd+sApytLAgLC6NUqVK8evUqU+2QJEkyJRlgS5IkZbE8efLg6OhIq1atKFeuHGvXrgWgfv36CCE4f/48bm5uLF68mHXr1gHQs2dPwsLCiImJoUKFCtnZfD0FCxZEq9Xy6aef8vLlSyXgzqiIiAju3bvHx7mNm2CiqI0VDpaWlCiRmK3Czc2NYcOGZaotkiRJpiIDbEmSpCz28OFDPD09lZsEu3XrhhCCY8eOGZT18fHh2LFjVK5cWVlWv379d9bWtERERFCvXj2qV6+e5vTH6fX82TPK29sYNXlMJUdbAL766iuGDBkCwLx58xg4cCB//fWXSdolSZKUUTKLiCRJUhbLaA7spFk7nJ2dGThwoDIDW3bRtSkoKIgrV65w/PjxTNdZpkwZunTpQpnj13ijSUh7A+D38kVp4vLvRDNbtmyhY8eOyvpKlSpx+vRpmSnjLabMIhIWFsaDBw+IjY3FysoKT0/P/9RU15L0NplFRJIkKQdSqVQULlw43eW1Wi27d++mevXqhISE8PPPP6NSqfjnn3+ysJWps7OzAxJvcjRV/4xWm5ikL72TMha0sjCYxbFZs2Z6Za5cucKECRNM0j5J3/Pnz/H19WXu3Lls376dPXv2sH37dubOnYuvry/Pnz/P7iZKUraTAbYkSdI7ZMyYZZVKRYsWLTh37hx+fn7K8h49ehiUjYuL4+TJk3Tv3h2VSsWlS5cYOnQo+fLlo1+/fsTExJik/S9fvmTp0qU4ODjg5ORkkjqdnZ2JS9ASms7e66898vJ2aO/k5MTYsWMpXry4ssxUxyz969atW6xYsYLbt28rJ0Y6Wq2W27dvs2LFCm7dumXyfb969YoBAwZQuHBhrKyscHd3x9vbm5MnT3LkyBFUKlWqjyNHjrBq1apk1yXtjezVqxft2rVLsR1FihRh7ty5abZ3/fr1mJmZMWjQIIN1uvZ6eXmRkKD/uXd2dmbVqlVGHZMubSYkzq46depUSpcujY2NDS4uLtSsWZNly5al2WaA0qVLY2VlRWBgYLqPfcKECVSqVAkgzTYnPfFdvXo11atXx9bWFgcHBxo2bMjOnTvTbOPVq1dp06YNbm5uWFtbU6RIEbp06ZJs2s4pU6ZgZmbGjBkzDNZl9rVKjQywJUmS3jHdfzJvz3iYmqJFiyr5tO/evcvWrVu5d+8ezs7OqFQqrKysqFevnnIDZdWqVVmwYAGBgYEsXboUJycng4AoI2xtbfniiy8wNzenYMGCma4PEieduRURhSYdHeL1c9nzeYHcmKkMu7t//PFH7t+/D0DLli3f2wl9cqrnz5+zefNmg4DwbQkJCWzevNnkPdkdOnTg8uXLrF69mrt377Jjxw4aNWrE69evqVOnDgEBAcqjc+fOtGjRQm9ZnTp1AHB0dNRbHhAQwOPHj03aVoDly5czevRo1q9fn+LJnp+fX4r57405pqR+/PFH5syZw6RJk7h58yaHDx+mX79+hISEpNnmEydOEB0dTceOHVm9erVRx6uTtH1z5841eL3/97//AfC///2Pr776ii5duvDPP/9w7tw56tWrR9u2bVm4cGGK9b969YqmTZvi4uLC3r17uXXrFitXriR//vxERkYalF+xYgWjR49mxYoVBusy81qlRU6VLkmSlIVUyQSCkPjDfvToUYMc2am5du0aRYsWJTo6mvbt26drm/nz5zN06FDi4uKoXbs2Z8+eTff+0pIvXz5cXV15/fp1huuwtLSkZOnS/BrwJs2yeS3NWVDGgwQhkg2wa9asqfz9999/p/jaSxlz/PjxNINrnYSEBE6cOEGXLl1Msu+QkBCOHz/OkSNHaNiwIQAeHh7UqFFDKePu7q78bWNjQ2xsrN4yHZVKlexyU3r48CGnTp1iy5YtHD58mD///JNu3boZlBsyZAjjx4+nW7duWFlZ6a2ztLRM9zEltWPHDgYOHEinTp2UZRUrVkxXu5cvX063bt1o2LAhX3/9NWPGjEnXdkklbZ+Tk1Oyr/eZM2eYNWsW8+fPV25SBvjpp5+IiYlhxIgRtG3blkKFChnUf/LkSUJDQ1m2bBnm5olhbNGiRWncuLFB2aNHjxIdHc3EiRP5/fffOXXqlN5JSWZeq7TIHmxJkqQs0q9fP+Vvb29vg/XG5pAuUqQIffv21VvWsGFDFi9ezIkTJxBCEBsbS3h4OIsXLyY4OFjp0QV49OiRUftLze3bt4mPj6d27dqZqqdq1apYWliyxj/1IN3N0pwtlYuT28I82eAaYPv27UDiyYsMrk0rLCyMO3fuGLXNnTt3CAsLM8n+7e3tsbe3Z9u2bcTGxpqkzqy0cuVKWrVqhZOTE927d2f58uXJlhs2bBgajYYFCxaYbN/u7u4cOnTI6Nzw4eHhbNq0ie7du9O8eXNCQ0NNchNzctavX4+9vT1fffWVwbqRI0cSHx/Pli1bkt3W3d0djUbD1q1b07wPZPny5fj4+GBhYYGPj4/B+5DR1yo9ZIAtSZKURZYuXQokjgXevXu38lxH1xNnjGXLliGEIDIykrt373LkyBEGDBhA3bp1gcReL3t7e/r374+Liwvz588HEi83m2JcbGxsLAMHDqRMmTKMGDGCatWq6U39boxcuXLRqEkTfvcP4llsysNl6jrbs7daSYpYW+nd2Pi2Xbt2ARh1I2l6hYSE4OrqyvDhwzOd+/t99ODBA6NvatVqtXr3DmSGubk5q1atYvXq1Tg7O1O3bl3GjRuXoRt+Q0NDlYBd92jZsqVJ2gmJx71q1Sq6d+8OQNeuXTlx4gQPHz40KGtra8v48eOZMmUKoaGhJtn/7NmzefXqFe7u7lSoUIH+/fuze/fuNLfz9fWlRIkSeHl5YWZmRteuXVM8Mcisu3fv4unpiaWlpcG6/Pnz4+jomOIMrbVq1WLcuHF069aN3Llz07JlS2bMmMGLFy/0yoWFhbF582blfejevTsbN24kIiJCKZPR1yo9ZIAtSZKUBZJeSreyskKlUvHFF18ghCA+Pp779+8bNTzkbba2tsokK8np3bu38ndsbCwdOnRg8ODBTJw4ETc3N+bNm2f0PmNiYrC2tuaXX34BYNGiRRw5coQOHTrg5uZmVF329vZ0/ewzXsQnMMkvINkyeS3NmVqyIFsqF8fN0iLV4Bpgzpw5AJQtW5bo6Gij2pOakydP0qxZM4KDg5k7dy6FCxemadOmJqv/fZDRXmNT9jZ36NABf39/duzYQYsWLThy5AhVqlRh1apVRtXj4ODAlStX9B6muKlNZ//+/URGRvLxxx8DkDt3bpo3b57sGGCAvn374urqyrRp00yy/7Jly3L9+nXOnDlDnz59ePnyJZ988glffPFFqtutWLFCCUYhMSDdtGkT4eHhJmnX2zKTheinn34iMDCQJUuW4OXlxZIlSyhdurQyUy4k9pJ7enoqQz4qVaqEh4cHGzZsUMpk9LVKDxlgS5IkZYGJEyemuM7c3Fxv4pmsoOv9mT9/PlZWVowcOZL169czfvx4Xr16pTfr4YMHD7CzsyNv3rw8e/YsxZshz58/r/dcCEH79u15+PAhffv2pXz58ulqW5EiRej75Zeo7R3p8o8fUQn/7i+/lQUtczuxzKsIl+p48Xl+V4AUh4XoxMfHK0MYatasSdWqVdPVlrRcuHCBevXq8fjxYzZu3KgMiTlz5oxJ6n9fvD0+OKu3S4m1tTXNmzfn+++/59SpU/Tq1Yvx48cbVYdaraZ48eJ6jwIFCpisjcuXLyc4OBgbGxvMzc0xNzdn165drF69Otnvlrm5OT/99BPz5s0z2eRNarWa6tWrM2zYMP78809WrVrF8uXLk+1FB7h58yZnzpxh9OjRSptr1apFVFQUvr6+SjlHR8dke9pDQkKMyipUsmRJ/Pz8iIuLM1jn7+9PWFgYJUuWTLUOV1dXOnXqxMyZM7l16xb58+dn5syZyvrly5dz48YN5XjMzc25efOmwYmOsa9VesmbHCVJkrKAbrhCVvX+pOX06dMADB06FEicDfLOnTt6aaxUKhVlypRBrVYTFRVFVFQUhQoVwsbGhqioKIM6y5UrZ7DszZs3BAYGUq5cOTp06ED16tU5c+YM9+/f1/vP09zcnMKFC1OjRg1Kly6NVqtFrVazs0pJwv4/PZ+LhRlOFon/LWm0yd/ImBILCwt27drFjBkzOHz4MLdu3UIIkamTmCdPnig9erdu3SJ37tzKkJsffvghw/W+jzw9PVGr1UZlolGr1RQrViwLW5XYA7lt27Ys3YcxXr9+zfbt2/H19cXLy0tZnpCQQL169di3bx8tWrQw2K5Tp07MmDGDH3/8MUvaVbZsWYBks2xAYjDaoEEDFi1apLd85cqVLF++nC+//BKAUqVKcfHiRYPtL126RKlSpdLdnq5duzJ//nx+/fVXvZscAWbOnImFhQUdOnRId32WlpZ4enoqx3ft2jUuXLjAkSNHcHFxUcoFBwfTqFEjbt++TenSpZOtK63XKr1kgC1JkmRCWq0WT09PHj16RNWqVZXUeu/a3LlzlV7qokWLcuzYMeLj4/H19SUyMpIBAwYAJDsuWze8IjAwUO/u/1y5crF69Wr27NnD2rVrUavVSh0fffQRAAULFqRz584IIQgJCSE6OhpLS0tcXFxQq9XK0Bndtq6W5rhaGv5XlNZwkOS0bNmSli1b4urqSnBwMBs2bKBr165G1wOJGTMaNGiAvb09q1evJnfu3GzYsIETJ04AKMf7oXB0dKRkyZLcvn073duUKlXKZDM7vn79mk6dOtGnTx8qVKiAg4MDFy5cYPr06bRt29aouoQQyeZ4dnNzUz6XoaGhXLlyRW+9q6urktXi+fPnBus9PDz4448/cHV1pXPnzgYndx9//DHLly9PNsAGmDp1arI3QxurY8eO1K1blzp16uDu7s7Dhw8ZO3YsJUuWTDaojI+P548//mDixIkGJ9FffPEFs2fP5saNG3h5eTF8+HDq16/PTz/9RPv27UlISGD9+vWcPn2axYsXp7uNtWvX5uuvv2bUqFHExcXRrl074uPjWbNmDfPmzWPu3LnJZhAB2LlzJ76+vnTt2pWSJUsihOCvv/5i165drFy5Ekg8YahRowYNGjQw2L569eosX76cGTNmGP1aGUVIkiRJJnHt2jUBKI8mTZpka3sePHggVCqV+O2335Jd//z5c1G+fHmlvY0aNdJrPyCGDRtmsF1CQoJ48+aNUubu3bsma/Onn34qqlWrJp4+fZrhOiIiIoSlpaWoWLFihuto1aqVAMSzZ8+UZUlfl7CwsAzXnZ2io6PFzZs3RXR0tNHbPnv2TEycOFGMHz8+zcekSZP0XrvMiomJEd98842oUqWKcHJyEra2tqJUqVLiu+++E1FRUQble/bsKdq2bWuwfOXKlQafcd0jICBA2Ta59X379hVCCOHh4ZHs+j/++EOUL19eDBw4MNlj2LBhg7C0tBSvXr0Shw8fFoB48+aNXpmPPvpIAGLlypVGHZOTk5Py/LfffhONGzcWefLkEZaWlqJw4cKiV69e4tGjR8m2a/PmzUKtVovAwMBk15cpU0YMHz5ceb53715Rt25dkStXLuHq6ioaNWokjh49muy2b7ftbcuXLxdVq1YV1tbWws7OTtSvX1/s2LEjxfJCJP6uffnll6JkyZLCxsZGODs7i+rVqyuvWWxsrHB1dRXTp09Pdvtp06YJNzc3ERcXZ/RrZcz3RyWEiea6lSRJ+oDt2LEj2Z609+EnVqvV8uzZMzw8PJJd37ZtW7Zv3461tXWyE2Zk5BibN2/OgQMHyJ8/P9OnTydfvnzJ3jjo6OhIjRo1WL16Nfnz51eWHzp0iHr16hlkIVi0aBGDBw8GoEmTJhw8eNDotsG/+ctjYmKwsrIiKCiIPHnyAO/He5qSmJgYHj58SNGiRfVmL0yvW7dupTnZjJmZGR07dqRMmTKZaaok5TjGfH/kTY6SJEmZtGbNGtq2bUvevHkB9HJDZzTAe5fUarXB5dik0xnr8kunNBtd/fr18ff35+zZs6hUKszNzVm+fDkajQZHR0dliuRBgwYRFhbGF198wYEDB4DEG5q6d++uF1wfPXpU+TssLIwDBw5QoEABihUrxvTp01GpVDRt2tRgFrvt27crwTUknvSYSu7cuZW/k6b5+tCUKVOGPn36KGP3k1Kr1XrrJelDJnuwJUmSMkgIwaRJkxg/fjwWFhZEREQoPapDhw5VJo/o1q2bMoV5Tnby5EkOHDjAkCFDlDHkOjt27MDV1ZUaNWpgbm6u5DhOLVVgWqZMmcJnn32ml7c6ODiYXLlyKc8XLVqERqPRy3qi4+DgoDeRibm5OQkJCQQGBionOxmVK1cuQkJClN5q2YNtKCwsDD8/P2JjY7GysqJYsWImG3MtSTmRUd+fNAeRSJIkfcAStAlCq9UKIYTQarUiQZsghBAiLi5OFCpUSABi/PjxyW67evVqZXzmgQMH3lWTTWb27NmiT58+qZa5ffu23jjUadOmiZEjRwpAtGvXTnz99ddCCCGCg4PF0qVLRd++fUX//v31xliHhISkOaZx06ZNAhCjRo3S2+fdu3dFeHi4EELojYXNiNjYWLFq1Soxbtw4AYhixYop67Zv356punOKzIzBlqQPnRyDLUmSZAJCCB6GPmTDnQ08CX9CPrt8dCnVhVIupRg5ciSzZ89m0KBBLFy4MMU6bty4odyZP2zYMGUylP+SpNkS+vfvr0xEY2oJCQmYmZkRHh5OhQoV9KZ+t7e31xu6ERoaqvSm7t69G2traxo3bpxsvf7+/snmQR4+fDizZ89GCKEMhzh48CBNmjQx4VG9W6bswZakD40x3x+Zpk+SJCkZQgh87/gy5ewUBP/2Q2y6u4mhlYcya9YsihQpYpDD9W1eXl5cvXqVihUrMnfuXMqXL0+fPn2yuvnvVMeOHdm8eTNAluXxhcSb5yBxaMjDhw/ZsGED165dY8eOHXozuAGpTnpx8eJFqlSpQkJCAidOnKBRo0Z66/fv30+zZs2U58eOHVP+TnqjpSRJUkpkD7YkSdJbtEKLf4Q/H//5sV5wndSm1pso4VICM5VZuupcuXKlEliPHTuWn3/+2WTtzU4hISHKmOnw8PBsyfsdFRXFw4cPKV26NGZmZnh6euLn5weAjY1NuqdNj4+Px9zcsN8pODgYV1dX5fmePXtMkq84O8gebEnKOJlFRJIkKROEVrDxzsYUg2uAjXc3ojbiJ7R3797KEIUpU6agUqnYsGFDptua3XTBtb29fbZNqmNra4uXl5fSw/3gwQMAChQoQFRUFEIIhBBMnjxZbztdWsJTp04hhEg2uAZwcXFBCMHVq1cpWLAg3bp14/Lly1l4RJIkve9kgJ1NevbsmakpfCVJMq2XL1+ydOlSKlWqhJmZGc8jnqda/lnEM6O/w4cOHSI8PFzpDc3oLIM5RdLp1LNrSvjUPH/+nE8++UR5/u233yrBthCCR48eIYTQS6uYmgoVKnDq1CmCg4OpV69eVjX7vREQG4dvwGuWPXuFb8BrAmLjsrtJkpRjyDHY2SDpf8oqlYrIyEhsbW2zsUWS9GHRarWo1WoiIiIYPnw469evJzIyEkjsrYzXxFPIIflpenUKOxRGCGF0kG1vb09QUBDW1tbExsaSL18+AgICMnws2SUkJCTLbmY0hW7durFu3Tp27txp0np1U4VXr17dpPW+T66ERTH/8Qv2vQ5Fk+Qij7kKPnJ1YqhHXio5yv/TpA+bHIP9jqX0n7F8GyQp6zx+/JgiRYrQuHFjDh8+bLC+Xr16dOrUiebNm1OmTBmEEARGBdJyS0sShOGMdSpU/Nn2T4o5FUOtytiFwJiYGGxsbID38/uf9LesdevW/PXXX9nYmuTp2miq1zc2NlYZd/n69WtcXFxMUu+7lNkx2LtehTDg5mNitSm/plZqFUvKetAyj3MmWipJOY8cg51DxcbGKn8fOHBA70c/J/7nJEnvuw0bNuDm5kaRIkWAxBkC8+XLB8D333/P4sWLOXnyJMePH2fo0KHK7HMqlYq8tnn5ofYPBjcxqlAxqvooPJ08MxxcA1hbW2NnZweQ6rTTOVW1atWAxMldcuLv15UrV7CysqJWrVpZUv/7GFxn1pWwqDSDa4BYraD/zcdcCYtKtZwxdLOBpvRIOvPo6tWrqV69Ora2tjg4ONCwYUPlSsbdu3extbVl3bp1evVrtVrq1KlDx44dAYiOjmb8+PGULFkSKysrcufOTadOnbhx44ayTZEiRVJtU69evZSy3t7emJmZcf78eZO9JlLOJnuw3yGtVqvchKN72XU9LK6urgQFBWVb2yTpvyQ+Pp4ePXrg6+tLhQoVaNasGWPGjMHNzc2oerRCS2BkIBvvbORx2GPy2+enc6nOFHYobJJ7KHLnzs3r169ZtGgRAwcOzHR974ruigAkBjM9evTI3gYlQ/f+XL9+HS8vL5PX+77+15mZHuw+1x6yKyg03eVb5XFiebmixjYxWYGBgcrfGzZs4IcffuDOnTvKMt1Ntv/73/9YuHAhkydPpl27dsTHx7NmzRqmTp3KvHnzGDx4MPPnz+fHH3/k+vXrygn3jBkzmDVrFtevX8fBwYEmTZrw5MkTZs2aRc2aNXnx4gVTpkxh//79HDhwgFq1avHq1Svl5PjUqVN06NCBO3fuKPnXbWxscHJy4smTJ3h5edGnTx/i4uJy9NAqKXVyJsds8uDBAzFx4kRl1rfkkGTGs6TPd+zY8a6aKUn/ac+fPxe5c+cWgGjfvr3QaDSZqi/p7I0J2gTlb1M4fvy43u/B+yIqKkpp9+TJk7O7OQa0Wm2Wva62trYCEJcuXRKxsbHiyJEj4ubNm6n+7uckGZ3J0T8mVuQ/fFnkPZT+R4HDl4V/TKzJj2HlypXCycnJYPnp06cFIObPn2+wbsSIEcLCwkI8efJEaLVa0bhxY9GqVSshhBC3bt0S1tbWYvv27UIIIaZOnSpUKpW4cuWKXh0JCQmiWrVqomzZsgbv9+HDhwUg3rx5Y7DvCRMmiK5du4pbt24JJycnERUVlcEjl7KbMd8fOUTEhDw9Pfnhhx9Qq9XY2dnx5s0bZV2JEiVo3769cvkJEntA2rVrB0CbNm0ICQlJ137OnTunXIKSJClRaGgorVu3pkCBAgQFBVGqVCk2b96sXDXKKJVKpQwFUavUmRoW8rakmSiS/l7kdLqx4wCLFi3KxpakLit+I3WZU2bOnImVlRWNGjWibNmyfPfddybfV05yNDicBCM77TUCjgVHpF3QRNavX4+9vT1fffWVwbqRI0cSHx/Pli1bUKlUrFy5kuPHj7N06VJ69epF165dadOmDQDr1q2jefPmVKxYUa8OtVrN8OHDuXnzJlevXk1Xm4QQrFy5ku7du1O6dGmKFy+uTMok/bfJADuLREVF4eLiogTC9+/fZ+vWrXpfLJVKxdatW5XnuXLlUsovWbLEoM7Q0FBUKhU1a9Z8J8cgSe+DiIgIVCoVzs7O/P3330Di5eTbt2+/Fyehn3/+OQBFixZ9L4cdpDT9eHb6448/gMTgJun06abw0UcfAShjeCtUqICFhQU///wzXbt2Zc+ePXrDGf4rIhK0Gdou/B3eX3D37l08PT2xtLQ0WJc/f34cHR25e/cukJgDfe7cufTv35+AgADmzZunV4/ufoy36Zbr6knLgQMHiIqKUiYm6t69O8uXLzfquKT3kwywTSTpNL1CiGTHJCb90iedWUyrNfzhGjBggEGPtrOzs97zUaNGZbC1kvTfEBcXh4ODg/J88uTJCCHImzdvNrbKOLqT7NDQUNRqNRqNJptbZJy3bxbLCerXr5/s36awd+9ehBDKBDZXr14lKCiIkSNHsmHDBlq2bEm+fPmUtI//FfZmGQsXHDJ5BclYxpyk9u7dm3z58jFkyBBl3HRG6knNihUr6NKlizKJkY+PDydPnlQmQ5L+u2SAbSIXLlzQe7569WqEEOzatUtZFheXmIS/Zs2aeoPjVSqV3uQHupudcuXKRa1atfSyjwD06NGDiIgIpk+fnlWHI71jmzZt4syZM9ndjPfG6tWrKV++PFZWVsqyV69e8e2332Zjq4x34sQJgx5WDw8Pk/e6ZoWcnPmkaNGiytUL3TA8U0s6TMbR0ZGZM2fy6NEjpkyZAsAPP/yQJfvNLg1dHDA38oKQuQoauLy72T1LliyJn5+f8n9tUv7+/oSFhVGyZEm95ebm5gYzeJYsWZJbt24luw/d8rfrSU5wcDBbt25l8eLFyn4KFCiARqNhxYoV6T0s6T0lA2wTWbNmTbLLdZeFknr7snV8fDzjx49XhocsXrxYWXf27Fmsra15/fq1EoCvXr1aSe8lvf9UKhWdO3emdu3aymcgM5cQIyIiCAsLM2ELc449e/aQL18+evXqpdztf+nSJYQQ5M6dO7ubZzTduN3SpUsrPWa6QOD48eM4ODgon4nWrVvzzz//vNP2aTQaWrVqxZEjR9BqtWg0Gp4/f05ERITe653Tfo90nRYA48ePf2f79fDw4JtvvqFDhw7Mnj2bNm3aEBMT8872n5XyWVnykauTUdt453Yin5XhcI2s0rVrVyIiIvj1118N1s2cORMLCws6dOiQrnoOHDhgMM5aq9UyZ84cypYtazA+Ozlr166lYMGCXL16lStXriiPWbNmsWrVqhx9kiqZgKnvsPxQxcXFpXrXOkmyh6Tn4erqqvc8s5kQpJwrtc9Ben366ad626lUKuHh4SFat24tAOXu+PdZuXLllOPLkyePiIiIyO4mZcqDBw+U48mbN68QIv2/E1WqVBFNmzY1WD5u3DgREBBgsiwFxvxm5QQajUY0atRIadPcuXOzpR3Lli3Te28nTJggZsyYIVatWpXt2UYymkVECCEuh0aKwkeupCuDiMeRK+JyaGQWHEHKWUSEEOLrr78WVlZWYubMmeL+/fvi1q1b4ttvvxVqtTrZ7CIeHh5izpw5esuio6NFzZo1RaFChcTGjRvF48ePxblz50S7du2EnZ2dOH36tEE9yWURqVixohgzZoxB2ZCQEGFpaSl27txp1HFL2c+Y70/O+FX8jzA3N89wgP3ll1+mWvejR48EIBYuXJgVTZeyUdLPwf/+9z+Dz4aLi4uoXLmyAESXLl0EIIYOHSqCgoKEEELMmTNHr/xPP/0kpk2bliMDoIx4/fq1+Oijj5TjiIuLy+4mmcRXX32l9/68evVKxMbGiurVqwuVSiUKFCgglixZIpo3by62b9+uvPfpfQQEBGSqfZGRke9VgJ00NR8gNm/enK3tOXr0aLKvk4eHR7YG2ZkJsIUQYtfLN2kG2YWPXBG7Xr4xbcOTSC3AFkKI5cuXi6pVqwpra2thZ2cn6tevn2Iq3OQCbCESP//ffvutKF68uLCwsBAuLi6iQ4cO4tq1a8nW83aAfeHCBQGIc+fOJVu+ZcuW4tNPP031OKWcRwbY2SRXrlwCEH/++afBOt2P6/Xr10VUVJQYNWqUqF+/voiPj09X3UmDLem/5e3/gEeNGpXuoMbT01P5e9GiRQZ1azQaZX1wcHA2HF3m6drftm1bEadJDK5jNbHiRtANcfTpUXHG/4x4E/1GCCFEfEL6vk85gVarFV5eXgIQ9vb2IjY27XzBpUuXFlZWVmLNmjXixx9/NPiRX7JkiVCr1cprVrJkSeWkK72io6NFrVq1UvzM+fr6CktLS/HHH3+I2rVr55gA+/z580pbMho8mppWqxWRkZFi/vz5YuvWreKTTz7J9tcrswG2EIk92X2u+YkChw3zXve55pdlPdeSlN1kgJ1NfvjhByXoeZvuP9KM/rCePHlS1KxZ872/LC4l7+0g5u1g2NfXN9VAe/jw4SnWPW7cOAGIDh06ZPVhZIn58+eL9b7rhRBCnPE/IwbsHyAqra4kyq0qp/do/Wdrsfr6ahGjiXkvAu2wsDCRL1++LAkI69ata/AZad++vWjatGma+xo+fLiyja2trTh+/LiIjo4WCxYsELNmzdIrqys3depUk7bfGD4+PqJly5aif//+AhDTpk3LtrakJWkve3o7V0zNFAG2jn9MrPD1fy2WPn0pfP1fZ8mkMpKUkxjz/ZFTpZvQli1blIlk3n5ZHz58SLFixahevTrnzp3LjuZJ74FHjx5RtGhRfvzxx2SzEPz000/KjXHHjx/HxsaGqlWrplqnEAK1Wk3Tpk05cOBAlrQ7K8Vp4oiJj2Hy+cnsfrg7zfIFHQoyrf40vHJ7YaZ6tynCjKHRaHBwcCAmJoaEhATUatPec65L//ny5UtlOmidcuXKcfHiRSwsLFCpVJiZmRmkC/X19aVLly6p7kN3w/Zff/1F69atTdj69Jk/fz5ff/213rLw8HDs7d9d5gpjnDp1irp16+oti4+PN8hikZUyM1W6JH3ojPn+yCwiJlSqVKkU1xUtWhSA8+fPv6vmSO+hIkWKAIkBS3K+/fZbJZtMvXr10gyu4d+JTA4ePGiydr4rWqElRhND3wN90xVcAzwLf0bvPb0543+GBG3OvUs/Li4uSzNMqNVq1Go17u7ufPHFF3rrrl+/jpWVFWq1mjp16iSbiz89qQJ1AXZwcLBpGm0k3fwD9vb2qFQqvvvuuxwbXAO4uroaLKtcubLMJiFJ/0EywDYhLy+v7G6C9B9QsGBBihcvbpK6Pv30U9auXYuZmVmyKSNzOrVKzXenvuN28G2jtovTxjHiyAiCooNybJD9Lq9kLV26VDkxe/tzcPr0aSAxBaIQghUrVrBo0SL69u2bZr2PHj0CoGfPniZvc3osWLAASDwZuHLlCpMmTcqWdiSl0WiU1IoTJkzQW1eqVCnc3d31ll2/fj3FNK+SJL2/ZIBtQknzW//yyy/JrvP09Ey1DiEE1apV4/r166ZvoPReePbsGb6+vpmu5/nz52zbtg1InBQkudlFczKNVsP+R/s5/PRwhraP0kTx4+kfMVPnzGEiuglJIH29xaayZ88eTpw4watXr/SW6wLv3r17K5NdpaVw4cLK30FBQaZrZDpZW1tjYWEBQJ8+fd75/pOTdFbfH3/8UQm227ZtixACW1tbZf327dspVaoU48ePx9/fP826/f39GTp0KM+ePct0O+XoUEkynjHfGxlgm5iuB2XgwIHKf5pJA+/UxsDqxspevHiR8uXLG0xII/23CSFM+p7reiatra15+vQp3bp1M1nd74K52pxVN1Zlqo7jz4/zOOwxWmE4BCI5Gu2/05SHxobiF+LHg5AHvIh8kWyZzNixY4fyd6FChUxSZ3rVrVuX3Llzs2jRIlxdXbl48WKm68yuiX7i4+MBUpx5713TzSaadJZRSHy/1Wo1fn5+VKhQASEEbdq0wdPTk8ePH3Pz5k2Dupo1a6YE6NWqVaNAgQIsWLCAQoUKUaFCBUJCQoxun+6EJCoqyviDk6QPnG6WUDOztDtu5E2OWSClIOn69eupDiPZvHkznTp1Mlgu36IPQ9LPTWxsLJaWmZsBbevWrbRv356ZM2cycuTIzDbvnXsR8YJmW5plup6BFQfyZYUvMVenfCNZgjYBlUrFkadH+OvBX1wLusaLqBd6ZRwsHCjjWobGhRrTvkR7bMwTp8rOzEnR7Nmzlffmffyea7Va5T+a7Gp/w4YNOXbsGCVLluTOnTvZ0oakdJ+HyMhIrK2tUavV+Pv7U6BAAQC++uorFi9erNzUevLkSerVq0fPnj1ZtWoVW7duZfXq1bi5ubF06dJU99WyZUt27dpldBsDAgIICQnBzc0NW1tb2ZkjSemg1Wrx9/fHwsKCwoULp/m9kQF2Fnn7ha9RowZnz55Nsbz4/6meg4ODiY2NJSgoSPlBvnbtGuXKlcvS9krZL+ln5unTpxQsWDBT9emuiEDiWbeu5+p9kKBN4PDTwww/MjzTdTUs2JCFTRemuB8ztRnb729nweUFBkF1SmzMbehUshNDqwzFTGWWavCemrdPql+8eIGbm1uG6soOdnZ2Sk9odvxXkvQznl1tSKpixYrKdPZvtyUsLAytVouzs7Pe8iVLljBgwAAARowYwezZs/XWR0ZGEhYWxvr16ylfvjy1a9fmn3/+oU6dOgC8fv2agIAAXF1dDcZ365w9e5bu3bsTHBxMcHAw1atX57fffjPoZZckKXVqtZqiRYumqwPs3eUG+sAsWbKE2NhYBgwYkK7ARqVSERcXh7e3N5aWluTPn5+PP/6YXbt2cfXqVRlgfwCSDhFZuHAhU6dOzVR9KpWK77//nkmTJjF+/Hh+/vlnZblufzmVVmh5Ff0q7YLp8Coq+Xo0Wg1hcWF8d+I7jj8/blSd0Zpofr/5O4efHmZq/akZTgl45coVvedFixYlMjLS6Hqyiy64/t///pct+0+aveTEiRPZ0oakdMG1j4+PwTpHR8dkt9EF15B4RaNfv35MmTIFV1dXmjVrhq2tLba2tgwf/u/JZu3atRk+fDhz5swxyEzydprCefPmMWzYML0y58+fp3Llyly4cEHenC9JRrC0tEx3SlXZg53FoqOjuXr1KrVr11aWpfSSp3S5ISQkBCcnpyxpn5TzmDoAHjRoEIsXL+bEiRPUrVsXe3t7mjVrptwAmRPFa+PZem8rk85kPitE+dzlWddqnd4yjVZDUHQQvfb04nnE80zVb6m2ZFajWTQo2AC1Sq3ktE7PZffY2Fi9XKqjR49m2rRpmWrPu/TJJ5+wc+dOIHtO2CIjI7G3t6dmzZqcOXPmne//bbr3vF27dmzdujXN8nFxcXq9yJcvX6ZSpUrp3t+0adP45ptv9JYtXryY/v37c/nyZa5cuaJkg+ncuTO+vr6oVCr69OnDypUrAahfvz516tRh3bp1PH36lEWLFtG/f3+T52WXpA+NDLCzWHL/yab0ko8dO9ag1/LOnTuULFkyS9om5Uy6z0xoaGiKvV7GiIyMpHDhwgQHB+Pv728w6UhOJITg8svL9NyT+fRvbTzb8FO9n/5Nn6ZWEREXQZedXXgWkflsDAAWagt+a/4bhcwKUapEKUJDQ8mdOzejRo2ievXqNG7cOMVtP/74Y3bv3o1arX7v8iE3aNCA48cTe//79OnD8uXL3+n+NRqNcoUwKybryYgCBQrg7+/PZ599lq70e7qTBEgc7uHi4mLU/jZu3JjmhEB79uwxSM84cuRIg+EoOi1btmTZsmXkz5/fqLZIkvSv7P81+sDo7kBNzpQpUxBC0KhRI4YOHYoQQgbXH6C7d+8CmKxHzs7Oju3btwPw0UcfvRdBnEqloqxrWazMMj9GtLJbZd6EvsHCwgIfHx/UKjU/nv7RZME1JPa4f3P8G2wdbJk9JzFoCQoKYsyYMTRp0kTJBFG0aFFev36tbLdu3Tp2706cQMfPz89k7XlXkk5Qs2LFinfeix0WFqb8PWvWrHe675ToeqBTmizqbXZ2dsoVyqRDbfbv34+Dg0OKEwHpdO7cOdUZ5WbOnJlsDvxZs2ah0Wg4cOAAn3zyCRcvXuTp06f07duXo0ePUqZMGb1UkpIkGUf2YGcxIQSLFy9mzpw5PHjwIEePe5VyhpCQEHLlysWGDRvo3LmzyerV3VA3depUxowZY7J6s9K3J75lx4MdaRdMga25LQc7HGTuzLlMmDCBR08ecTv+tklunkxOhxIdmFBnAlqtFrVajVarpWnTphw5ckS/Xba2+Pv7U6JECV69esWoUaOYPn16lrQpK719hS4rf9+ioqKwsbEhLCwMR0dHVCoVz549U1Ic5pQebF1mmEqVKnH58uU0yyfNxAKQJ08egxzlarWaFStWJDuhT9LtAwICcHd3Jzw8HBsbG4Mp2JOeXKc2jOnx48fKrLK7d++mRYsWaR6HJEn6sv/X6D9OpVIxaNAg7t+/L4NrKV10vVWmnn66Y8eOAHzzzTfs3bsXSMxQs2LFCr755hv69u3Ljz/+yNChQzOUX/dt2iT/mSfExxMfG5NkXdq5pBO0CQyoOCBTvdi9vHpha2VLq1ataNOmDQXzF2TJ1SUZri8t2+5vIyg6SAlc1Go1hw8fJj4+noSEBL0cxM7OzkoglZPHw6elTp06yiyRWeG3335DpVJhZ2eHWq3G2dmZMmXKAOgNYTAzM8PW1hZzc3NUKhW9e/fOkvak5uXLl0raxfROfLNo0SK950mD686dO/Pjjz+i1WqZPHlystsnHbOvyyLi4OCgBNdarRatVsvz58+5dOkSJ06c4OzZszx8+JC4uDiEEAY95B4eHnz88cdAYmYbSZKMJ3uwJSmHeTv12NtZATKjevXqXLhwgVOnTnHw4EG+//77FMsae8OVjjYhAbWZGU9vXOOfA7t5fvcW4UGJQYOljS15i3lSqnYDvBo2QW1mjjqFhP1CCOI18Wy6v4mp54zPqOLl6sXaj9cqMznGxMZw680teuzN2hktv6rwFQMqDkhxBsmDBw/SrJlhfu/37ac4ODhYyWCRlW1PaX6AunXrUrBgQTZs2ADA4MGDUavVvHjxQlkGULBgQZ4+fZpl7Uvq3r17yrC+mzdvKicCqQkICNA7UZg/fz5DhgxRnickJCjBcnJpHFPKRZ6QkIAQgpMnT3LhwgXCw8MN9m1hYUG5cuVo0qSJcgKjc+DAAZo3bw5Ap06d2LhxY5rHIknSv2QPtiTlMG9ftn07xVZmXLhwAUic7OL777+nadOmFChQgHv37im9kKtXrwagcuXK1KhRg9y5c6NSqfj999/TDKS0CQlEvAlm48SxbJw4ltunjinBNUBcdBRPb1zjwLJFLB3cF79L51OsS61WM2L4CD4r8xlfVfjKqOMs7VKa35r/huDf9lpaWrL3yV6j6smIvY/2pjo9e9OmTZXXWjebn275+0Q3XEF3ZcTUQkJCGDt2rJL6DhJv/A0ICEClUnHy5EklkF60aBELFixg3rx5+Pr6cufOHSVIffbsGaNGjcqSNib19j0zpUqVStd2+fLlIzg4mO+++47AwEC94BoSe+Z17c+bN6/B9mq1mm+++YYVK1bw4MEDIDHoDgkJ4ZdffuHw4cPJBteQOAvm5cuXWbhwIdevX9f7fjdr1ky50rVp06Z0HYskSf+SPdiSlAMFBwdTqFAhvemM161bl2x+3fRavXo1vXr10lum1WqTHYcZGxvL6tWrWbVqlTLlelJubm68fv2aihUrYm9vz+vXrzl29Cgxr1/x55TxxEalP5dznU7dqN3x32nc305dpuvBP/H8BBNOTUh1MhhzlTndy3ZnaOWhqFQqgwlgPt/1OVdeXUl32zJChYqzn51VZnpMi64nWKVSpXozW04QFxdHhw4duHr1qtIrbOr/Ql6/fs3333/PL7/8YrAu6TjrCxcuUL16dQCeP3+ebMaLtWvX0r17dwAePXqEh4eHSdua1A8//MCkSZMwMzPj6NGj1K1b12R1J800kvTKkkarwVxtTkRsBA/ePCBOG4e7vTsFHAqgVqm5/+A+x48d5/Hjx2nuQ6VS8cknn1C5cmXlN6Fu3bqcOnUKeP+usEhSdpMBtiTlYC9evNCbnS0jN3LFx8fj4OBAbGwsAJMnT+bvv//m/PnzXL9+Pc2etpCQEBo3bsyVK1cYMGAAy5cvp3fv3uzatUsJsm5cv06BvG6sGT2EmMgII48SvPsPo2yDxvy9axedO3cmJiYGR0dHQkNDlTIarQYVKg48OcDBJwe59foWwTHBWJlZUTxXcarlrUbHEh3JZZ0rxZu3aqytQbQm2uj2Gev3lr9T2a1yusu/D5P/nD17llq1aukt8/HxYd26dSlsYZyAgAAGDRqklz961KhRjBs3jl69epEvX75kg+60rFu3js8++0x53qhRIw4fPmySNielVquzdCy67jOyf/9+GjVphBCCLfe2sPnuZu6+uat3tcbW3JYmhZvQvXR3vPJ4ce7cOfbt24dGk/q9D2ZmZvTv3x9XV1fUajXff/+9MvY7J382JSknkgG2JOVwmZ2OOumY7n379hEQEKBc3l++fHm6b8ZKy59TJvDwyoUMbWtpY0uPmYvY9vcuevXqxbx58xg6dGiyZXW9dm/TTXuekriEOKquqZqh9hlrbuO5NCnUJF2TzUDi8JX4+PgcHcR06tSJzZs3A1C2bFl8fHz47rvvTFZ/lSpVlKwbvr6+tGzZ0iR54MFwHPeKFSv0boLUarWsW7eOfPnyZXioju69zqpsJiqVisaNG7Pz7508jHzIN8e/4VHYo9S3QYVPaR9GVB3B08dP8V3vm2aQ7eHhoffaeHh48OTJE8zMzIiPj0/3Z1qSPnRyDLYk5XCRkZG0bdsWSHm2z9SoVCp69epFhQoVaN68udLr7Ovra5LgWqvV8vLxwwwH15A4Nvvq3p107/4ZQogUg2tACa7Pnz9Px44dadOmDSVLlmTunLkZ3n92000u8sknn2RzS1I2ceJE5e+bN28mOx44M3TBdWhoKF26dDFZcA2J48QjIiI4efIkkJjho0WLFrRv355SpUphZmbG559/TrNmzZRMLxn10UcfmaLJBm7dusX2Hdu5FHSJnnt6phlcAwgE626vo/+B/hQsXJBWrVqluc3jx495+fKlcrJ3+/Zt4N8TB92VMEmSUicDbEl6DySd4TMjE8WsXLmSq1evAokzzQF07drVJG1TqeD6oX2ZrufG0YOYmRn2TKckPDycLVu28Ndff3Hv3j0WLFiQanlLM8t0j4vOLBdrl3SdDK1bt45y5copqdB0047nRGXKlGH48H/zh+t6s02lfPnywL834pqanZ0dderUUWab3Lt3L1u3blUmdqpYsSKA0sMbEhLCrVu3DOrRaDR07NgRT09P8uTJQ1RUFKVLl1bWP3tmugmM9KggVBPKyGMjiU0wLsi98OICP537icqVK1OiRIk0y9++fVu5H8DGxkbv3oBVq1YZtW9J+lDJAFuS3gOlS5dm0KBBQObHQibtJS1evHim6gJQqdT437ud6XqiQkMIf/0q7YL/r0mTJsoMeIDSy5+a0i6l0yyTWSpU6dpPaGgo3bt358aNG8qyrLwJzxRmz57Nnj17gMQsM6ak+1zrPudZpU+fPmi1Wnbu3MmVK1fQarUkJCRw5coVpUz9+vXJlSsXZcuWVWbhtLOzQ6VS0aBBA7Zs2YKfnx9BQUHY2dlx584dAFq0aJFlJwilS5Vm0vlJRGmi0i6cjJ1+O7kYeJFmzdPupQ8ICNCb/EalUrFvX+JJdP/+/d+L2WAlKbvJAFuS3hO6DCAWFhaoVKoMjxV1dXUlOjrxRr8HDx6gUqmULAN79+5FpVIZHXiHBPpnqC1vC/Z/blR5Xc/ab7/9xrx581IvK7R4uXpluG3p5eHoka6e8uvXr2Nra0vfvn3ZsGEDd+7dwe/hv9OlCyGI18ZnZVONMmrUKFQqlTKrX9IJTkxBlwpONyQhK6lUKlq1akXFihVRqVTKmGld7/OJEyeAxBzaOrr7IHRZdb755htlnaWlJZGRkezevdtkOeuT0gotd4LucMr/lNHbejp7Mq7mOE50OUFV96rkdcvLuHHj6NatGyVKlEj2Sovu9yGppL83SU8KAQ4fPsy5c+cIDw9n7969REREoEnQotWK/2+/ID4hZ2fIkSRTkwG2JL0nqlbVv0Hv0KFDGZ5lzdramvDwcKUHuEiRImzevFkJnh48eMDBgwfTX6GJ7s0TRqap0wVC/fr1Q6VSpdqzJoSgZdGWmWpferQo0oIEbeo9fEIILl++jH+gP7/+9islG5TkouYiP57+keGHhzPiyAgmn53M9vvbuf/mPpB4c2dQUBCOjo7pzrFsSsmdwJhyApfPP/9c+TtpJpF3qUCBAqxevZovv/ySx48f8/TpUxISEggKCuLNmzd07twZgHLlyjFlyhRevnyJi4sLcXFx3Lx5M8vaJYRgz5M9Rm2jVqkZXX0029puo1XBVlw8c5G1a9fyxx9/sGvXLhwcHPjss8/o27cvdnZ2etu+PcU6JGZJGTNmDJA4nObs2bMAPHnyhCZNmtClSxdOnzmLt7c3ERoV26/489OuW/xv01V+/OsmWy49IyAkMXDXyGBb+gDILCKS9B45ffo0derUARLHqr4ddGdESmOF8+XLh79/+nqmfx89hFePH2a6LX3nL8U5bz6jtvH391fGlUdFRWFjk3rvcccdHbnz5k6G25gac5U5BzodwNXGNdVymgQNYTFhbH6wmU13NxEYGZhsObVKTf0C9elUshMlc5Ukj20e1Co18XHxPHnyhCdPntC0aVNiYmKwtrZGo9FQtmxZxo4da/KpwkuWLMm9e/eSXffy5Uvy5MmTqfqT5rWGrMvGYUpLly6lX79+QGIvbqNGjbJsX/329eN0gGFO+pSMrz2e9sXbs2/fPs6fP5/syaeHhwcdO3YkJiaGFStWKD3XdevWpWnTpgavv0ajoXnz5hw5cgRfX1+6dOnC48ePGTFiBKt//4OQWC0/777Dvhsv0GgNQwuVChqWzMP4T7zwcLFFrU7+t+fVq1fcv3+fWrVqyawl0nsrZ/96SZKkp3bt2vz888+A6cbAarVaLl26RIMGDfSWp3dqZCEE7p4l0y6YBitbO5zc3NMu+JakE4xYW1unWlaj1TCg0gCj95Fe7Yq3SzW41orEnrt9j/fR5q82LLi8IMXguo1nG3a3383CpgvJY5uHq6+ucujJIQIjA7GysqJwkcI0bNgQIQSvX79m6dKlWFhYcO/ePfr06aP0MJpKajmo27Ztm+l7A6pVq6Y3IYqZmRlr167NVJ1ZbebMmQBs3749S4NrgMCo5D8nyfm46Md0LNmR7du3c+bMmRSv7Dx+/JiVK1diZ2fHxx9/rCwvVqxYsuXNzc2Vq1yBgYEsXboUJycnNm7cyKF7b/Cee4Jd1wKTDa4BhIAjd17RYu4x1p9/YrD+p59+onjx4ri5uVGnTh26d+9u8qFIkvSuyABbkt4zuoAypd5EY6lUKipXrsyWLVuUZTY2NtSrVy9d2wutlrINm2S6HaXrNki7UBoGDRqUaqBnrjanaeGmeBfxzvS+3uZu587oGqNT3L9WaBFCMPb4WMYcH0NobGiy5QD6V+zPT/V+4uqrq3TZ2YUuO7sw6tgoRh4dSYstLRhwYAC33txCpVZx4cIFLCws+PLLLwkNDaV///5YW1tTq1Yt1Go1xYoVU6YUz4ymTZsSGhqabArF06dP06NHjwzXrZvE6Mcff9TrNc3JWVUAZcjEu2CmSjnH+9u6l+7Ovfv3lMxBqQkODubIkSN4eXnh4OBArly5KFasWIpXD/r27YunpyfDhg1j8uTJmJlbsPt6IMM2XCEyLn03P8ZqtHy79Tp/nHmM9v8n57ly5QrfffedMt07JGbZ+eabb3jyxDAYl6ScTgbYkvSe0c3sGBiY/h6t9HB1daVo0aJA4k1OaaW901GbmVGwtBf5SmR8XLCZhQXVWrdP7OLKgMGDBwOJvazpudnxh9o/UMihUIb2lRxLtSVT60/FQm2R4iVtgWD4keHs9Es9aPyk2CcMqjSIeZfmMfrYaG6+1h/bKxCceH6C3nt6c+DJASpXqcy2bdvYtWsXNjY2LFy4kJdBL5k+fToeHh48fPiQrl27olKp8Pf3Jy4ujpcvX2boOB0dHZk3b16yMxZ+9dVXGaoTEnuvlyxZwooVK5QbVz09PVm0aFGG63wXdGOyMzLDpLGKOBZJV7kyLmUo71aeC+fTn83k6tWraDQaqlSpQosWLVI9Sc2dOzeXLl3i1q1bXLt+g0iNirF/XieFTutUTfrrJg9fRfDk6TPlipyvry+xsbFcunRJKSdzb0vvIxlgS9J7JiIicSpyNzc3k9arUqnw8/NTsiAMHTpUL/9tarQJCbQcNBJzC8sM7btOx244ueVFlcExt0lPBtJKdadWqbE1t2Wl90oK2hdMtWx6WKotmd1oNpXcKiU7wyQkDqOZd3Eeh5+mPkW3WqVmYKWB7H20l2XXlqVaViM0jD0+lueRz2nUuBHnzp3jl19+ISQkBBtrGwZ9PYgHfg+4evWq0htZoEABrKyslElizp49m2yu5/Rwdf13KEyXLl3SfcXjbVevXiUhIQELCwuEEGzfvp1169Zx//59ZQKenMre3p5+/fqxf/9+/vnnnyzbT7w2nopuFdNVtrJbZeI18UZd4YqNjeXBgwd4eXlRqlSpNMe+Ozo6Urp0aRwd7Jm65y7hsanPDpmSuAQtE/66iUfhQkybNo0DBw7QoUMHLC0tqVy5MitWrADg+++/z1D9kpSdZIAtSe+ZyZMnU7hwYb3JLUxJF8ADPHyYvhsX1WZmOOV1p/XwbzBLJgNBaso1bk6Ndp0yHFwDer1dn376aZrlzdXmuNq4sq7VOhoUzPjQFA9HD1a1XEW9gvVSvISv0Wq48foGq2+uTrO+uvnrUtChIKtvpF0WEgOvNTfXULx4cRwcHAgODmbFihWEhoRipjJjw+0NlCtfjtj4WNq3b6+/r7p1qVWrFmXLltXLje7v70+NGjXo16+f3gnWoUOH+OKLL2jXrh3e3t4EBwcr6zZs2JDhGxJ1N0cKIdBqtbRp0wYfH58M1ZUdpkyZovdvVrBQW9CueLsUT+CSsjG3ISYuJt0nxzoxMTG4uroaNZY+NDqeXdcCjNrP207cD+LhyzBGjBhB06ZN9TKY9O7dm8aNG7NhwwaT31MgSVlNBtiS9J65cuUKT548ybK769evX6/8PXfu3HRvp1arKVq5Gl0nzsClQNo9w+ZWVjTq+SXe/b/O9A1yI0aMMHobc7U5jlaOLGq6iJ/r/Uw+u/RnL7E1t6WXVy/+bPMnZVzKpDo+1lxtzsTTE5UbHFPjXcSbu8F3uRZ0Ld1t+cvvLxJEAjVq1AAgMjKSP/74AzOVGXUL1GXMsTEERAawcdNG/vrrLyULzalT/+ZU3rlzJyqViipVqlCgQAHOnz/P0qVLMTMzUyZaadq0KcuXL2f79u3KpCNNmjRRbroVQhASEpLuduvkz58fDw8PNBoNjRs3Nnr77Obi4oKNjU2Gh92kl7OVM11KdUmzXLQmGmtLa6NPeKytrZX3Oj0StIKT94OIy2TKPSHg+INghCr59s6ePRuAWrVq4eHhQadOnfDz80u2rCTlJDLAlqT3VNJeW1Pq2rUruXLlAhIncDGGWq3GrUhRekxfiPeAYeQvVcagR9sprzs12nWi77ylVG6R2HOamZOFmJgYjh49CpDmDHVv0wXGHxf9mD0d9rCwyUK8PbzJb5ffoKyjpSO189VmXM1xHOlyhBFVR2BpZplir+L69es5fuI4FwMucis4fcMwXG1ceRJu3A1dkfGRhMSE4OnpCSTmKP7s8x6Ym5tT2LEwMxrO4E10KCeen6B169acPHlSeb2fPn1KfPy/k9lcvnxZ+Tu1YHfu3LnUq1eP9evXM3bsWP766y8gMbWjsebOnatkD0nPbJw5UUREhJKTPasIIRhedXiaY7Evv7yMhblFuqZE17GysqJ48eJGBeVCCG4GhKW7fGpu+odhnkLKvkqVKvH8+XOGDh1Kq1at2Lx5M61atWLt2rWULVuWcePGsWzZMlQqFd27dycmJoaIiAgePHhAzZo1TXKDryRlhMyDLUnvGV1wVLJkSe7evcu2bdtMHpjo9tGyZUt27dqVoToSEjSYmZmjTUggLOgV2oQE7JxzYWVri1arNaq3LDU7duxQjv+vv/6iVatWGa5Xo9UoAXN4XDjBMcFohRZ7C3vy2OYxKJOafPnyERAQwLjj4/jL76907X9hk4VohZahhw0zdaTmcOfDOFk4cfjQYT766CN2Xwtg9elHPHsTjVd+J75qWIRyBZw49OQALYq2YPDgwSxatIg7d+5QsmRJzp49i6+vL2/evKFMmTKMGDECCwsLAgICsLOzw9HREUjMTR0TE2MwMQn8+5kx9r8UFxcX3rx5o9Tx5MkTvRkUc7qnT59SuHBhwPhjN5ZGqyE4Jphee3rxNDzlSX7WtVyHdZg1a9ekL81hjRo1aNmypVHfmwStYOLOm6w+9Sjd26SkdYV8LOxWJV1lM/Ldzuoc5ZKUHNmDLUnvmR07dgBw9+5dANq1a8e6deuyZF+7d+/O8LZmZolBqNrMDOe87rjkL4CVrW3iMrXaZENc2rRpo/z9ySefZGpykqSBs4OlAx6OHhR1KqoE12+XSc348eMBOP/ifLr3/zziOWVdyxqVks3dzh0XaxcszC1o1qwZS448YMDaS5zxC+bZm2j23gik85KznHnwmgq5K/H7jd9ZuHAhHTt2VPId16xZkzlz5rBq1SrGjBmjXAnIly+fElxDYm7q5ILrVatWAWnnIU9OoUL/ZnMRQvDZZ58ZXUd20Wq1SnANmbsSkx7manNcrF3Y1HoT7Yq3Q0Xy+1tzew0lipegUqVKadbp6upK48aNjT45EELgYG3c/RYpcbA2T9f+dSdeNjY2fPvtt+zatYvevXsza9YsQkNDOXToEJA4dT2g3CTbuHFjVCpVlkxjL0kpkQG2JL1nkuuJefbsmcnq37t3r/L3nDlzTFZvVhJCcO1a+sctvwudOnXideTrFCeSSc62+9vIa5eXhgUbpn8/JTspObZjNFoWHDLMHqHRCqbvvUt+B3fOBp5lz8M9/Lr012SnxM6MmJgYOnbsaNQ2ly9fJiIigi+++AIgw1lNsoNubPq7HNpirjZn49qNTKo7iZ3tdtLTqyflc5fHxtwGM5UZbrZuRGmieBT6iLZt21K7dm3MzJI/YStSpAh9+/bF0tLS6BNTlUqFVz7HtAumQ9l8TmgS0g6wnz9/DiTeZzB58mRatmzJihUrGDFiBI6OjjRu3Ji4uDjevHmjTMA0a9YsZfvIyEhUKhUaTcaynkiSMUz76ypJUpZzcHDQe27Ky9KxsbFMnDgRgDdv3uDs7GyyurNSfHy8coOdrv3ZLTY2lhdxL4za5lbwLUJjQulXoR8nnp8gThuXank3Wzc6l+iMudqcqy+vEh6aL8XJPq4/DyM0OobizsWZfHYyW1tvRSu0qFO4ucwYPXv2xMzMjB49erBlyxa+/PJLli5dmq5t1Wo1hw4dYtmyZeTLly/dM4jmBCqVir1795r8RCU1kZGR9OnTh2XLlrFv/z5GVB2R7Hvo99iPYE0w3t7e1K9fnwsXLvDs2TO0Wi25cuWiWrVq5M2bF61Wm6GrPmZqFXWL58bSTJ2pGx0Tp0/PjYV56m1Yvnw5AMOGDUv1SoGFhYXevRgjRoxgxIgRJCQkKO9T0vXNmjXj559/plq1anJadsmkZA+2JL2HMpKtIS03b96kadOmnDp1iu+//z7HBtdPnz5FpVJRs2ZNQkNDiYuLw9LSkvr16wNZPw42vezs7IjVpn+CDHOVOV1LdcXJ2onSLqWZ2WgmVmZWKZZ3s3Xj16a/QnziFYxSLqVwsk05D7mVuRprC3NiE2IJjQ1l8rnJJgmuITHQ/Pzzz5WhIsuWLSMoKChd2169elUZ5vPs2bMM59POLpkZkpQRVlaJn4lTp07hlsfN4D188+YNhQoVwrOIJ7lz56Zs2bK8evWKevXq0a1bN7p3787HH3+spEfMTPsdbSxoVcH4G1uTalAiD4Vd7YiPj+eXX35h7969tG/fHkdHR4oWLarkF9elQczo7JlmZmZotVpl6JbOgQMHqFGjRobvNZGklMgAW5LeYyld+jWGn58fffr0wcvLi1OnTjFgwIAc0wt87Ngx5WbIbdu28cUXXyhjXs+dO4ezs7MScOh07949O5pqwNHREWuztMckq1DR06snezvu5dta33LvzT1uBd+iXoF67Gi3gx5le+Bo+e+l+AL2BRhWZRhbPtmCq5kra/9Yy/379zHDjPIFnCnulvw401YV8mFlbs7xZ8cBOPT0EH/7/Y1Ga7rL5T179uTvv/8GEvNbly9fPtXyQghlnHD9+vXfebBqCu+61/Pp06fKaxYVFWWwPleuXDx48IBvvvkGSBxyU6RIEaysrGjWrJny/pjitU7QCsZ9XAbHDI7FtjJX80Pr0pw5ew5LS0sGDhxIixYt2LZtG5GRkTx69IjKlStjb2/PgwcPKFKkiDKTbUaoVComTJiQOJwqJobff/8dACcnJ2UWW0kyFZlFRJLeQ+Hh4crNZ0FBQXqz6hnj+++/Z/Lkycrz69ev4+XlZZI2ZtasWbP43//+l+y6QoUK4eTkxPXr14HEabUfPHhAmzZt2L59+7tsZooWLlyIT28fGm1ulGIZtUrNpLqTaOPZhs13N7P+9nruvkm8ebWEcwm+qvAVTT2aokJFWFwYCHCydiImNoarl69y8uRJIiIiqFevHtXqViNSE01YhA09V1zgZfi/veflCjiy9ouaXH51hiGHBynLCzsU5u/2f5v0uOPj45WbzCAxf/GZM2d48eKFweyja9eupXv37lhZWXH//v33KnsIQN++fZXZBiFxRtHBgwdn2f4mTZrEDz/8oDzPly8f/v7+qW6T2gmAr68vXbqknVs7NQlawf6bLxi49qLR06X//Gk5ulYvzJo1f7Bs2TJq1KiBh4cHPXv2xNHRkZ07d9K3b18lx/ijR4/SnKk1vWJjY6levTq5cuVS0nxKkinJAFt6L6lUKi5evEiVKulL7fS+SWtc5P79+/noo4+AxNRpGe2N0l02hcRxiXFxqY/5fVfCwsLImzcvarWaFStWsGLFCs6cOcPUqVOVm7KSKlmyJPfu3ePXX3+lX79+2dRqfW3atGHHjh0039w8xRsdh1UZRi+vXow5Poa9j/YmW8bF2oV2xdvRq2wvLIUlBw8c5Nq1a3r5q1u1akXeknkZemQovzVbhpOVM3uuB/LsTQwVCjhRv2Qe4hMS+OXqIpZe0x8b/Vvz36juXj3d2VHSIzw8nEePHlGhQgVl2Zw5cxg2bBiQ2HPdpEkTjhw5AsDmzZvp0KGDyfb/Lvz666/0799fed6qVSt27tyZpfvUBctOTk7pHiZ2+vRpfvvtN86fP8/Lly959eqV3npTvPZaIdh7PZDRm/9J17TpVuZqfmzjRdcahdMsK4Rg27ZtFClShMqVK2eqnUmNHTuW2bNnc/bs2XRlW5EkY71/1+OkD1ZCQgK5cuVS/pOpWrVqureNiopi1qxZREZGZlXzTOL06dOUK1eOXLlyUaxYMWX84duSXhrOaHAdFhbGjz/+qDzfs2dPhuoxpaioKFQqFU5OTsTExDBmzBi6dOnC3r17CQ0NZcCAAQbBNSROqQzw1VdfoVKp6N+/P7t37+bMmTMUK1aMFi1aEB0d/U6PJXfu3ABUy1st2fUu1i70KNuDJVeXpBhcAwTHBLPi+gq67eqGpZUlVlZWygyLAObm5pQtV5aDTw/yIOQB7f9qx8Ir8yhRMJK2Ve3I7RpMrCaWV1EvaFu8rUFqt/W315s0uIbEG3HLly/P2rX/5mFOms1h06ZNSnDds2fP9y64BpTgOjw8HCFElgfX8O93PTQ0NN3b1K5dm5UrV3L9+nVevnyJEIKEhH9vhDXFcDC1SsVHXu4cHNmQNhXzY2GWfK+5WgXNy+Zl3/AGdK5WKNkyb1OpVHz66acmDa6fPHnCrFmz+Pbbb2VwLWUZ2YMtvTfq16+vzJZmbW3N7du3DS4XBgUFKTfvQOKd57NmzeLmzZtAYl7U4OBgIOfcDJdUsWLFePjwofLc1taW33//3SAAmT59OmPGjGHdunX4+PgYvZ+AgADy5/93tkJTTcTw6NEjvbGMuolMoqKiMDc3TzY41nnz5o2St1Y3VjLp5fC0NGvWjIMHD6a4vkOHDmzevDnd9WWURqPhp59+YsaMGbwOfs2tkFt8vvtzg3J9y/Wlf8X+NN3UNHH4RyocLR0ZWW0krYu1xtIs8TWMi4/nn6tXCQkJoUnTJrTa2opn4cmna/T28GZmo5kAtN/ennsh/6byM1OZcbDTQVxtMjbMKC0hISHKzKCQOHZeN617Zq6+ZLeMTqyTGTt37uSTTz4xyX517Q8PDzdZfugErcBMreJVWDQnHwRzwz+MsJh47K3MKZPPgfol8pDX0RqNVot5Nr7vY8aMYenSpTx58kTmxpayzPv5yyZ9kKZOnQokpmmKjo5myJAhytg83Y1wSYNrSBwjqQuuASW4hsQxsjlN0rYClChRwmAYjBCCX3/9lVq1amUouD5//rxecD1p0qR0B9dCCEaNGkXJkiUJDPx32MOUKVMwNzdXgmvdf96lSpWiUqVK2NnZYWVlpbxP33//PYGBgfj7+zN69GgWLlyoBNeWlpYEBQUZFVxDYjaA0NBQJkyYwJIlS/Dx8aF58+YMGDAAgC1btrB//36j6jSWVqulWrVqTJgwgXz58mFlaUUlt0qUcSljULZVsVbse7wvzeC6WeFmHO58lLbF2mJpZklIaCgBAQGoVSqqVKlC4yZNOBdwLsXgGmDv470cenIIjVaDl6v+GPsEkcC5wHMmvdkxKWdnZz7//N8TDF1w3aRJk/c2uE7qXZy06fj5+ZmknpMnTyp/mzLANPv/6c7zONrQukI+/te8ONM6VOB/zYrhwSvCXyZmiXF3c+Px48cm268xhBD4+vrStWtXGVxLWUr2YEvvhfHjx+tdypw+fTqjR48GoHr16pw/n/JseZ9++ilbt241WD5gwAAWL15s+sZmsaQ3LRn79Q0ODta7IdLY7du1a6d3E2Hx4sW5f/++XpmBAwcyZcoUvvvuOxYsWGBU/e3bt2fLli1GbZMeutfs5s2blCljGOyaiqenJ35+fgwcOJCZM2diY2PDk7AnvIl9Q4/dPdCKf/MFH+tyjN9v/s6ya8tSrK9SnkqsarGayJh4tPGxbN+2VbnCYWNjQ/369alTpw5R8TF4b2lOSGxIqnX98fEf7Li/g29Pfqu3rqdXT4ZXGY6ZOvNZaVISGxurN9PjokWLGDhwYJbtLyu9evVKuWHzXV0ZgcQTOF3moMz81z1q1Chmzky8oqFWq/WGjJhaajdZ7tixgyZNmiQ7O2hWuX79OuXLl2ffvn00b978ne1X+vC8/90H0n9aSEgIVlZWBuMEdcE1YBBc16xZU/k7NjaWIUOGGNTr7Oz8XgbXmfV2Wi9je3S9vb31nj969Ahzc3OcnJxISEhACMGiRYtwdHRk/vz5ylTclpaWCCEQQnD37l1at26tV8/o0aMZMWJElgTXgBIMValShbNnz2bJPgAeP35M27ZtWbRoETY2NryMesm4E+Mon7s8Pcr20CurFdoUp7rW+aJ8P16ExeJoa8W6tWv0hg9FR0ezb98+/vnnH6zUFrQv3j7Vuq68usLLqJcUcjAc+3rz9c0sDa6FEAZXSd7ntGi6z1OtWrXe6cQ4ERERAJlKVQcwY8YM5W+tVsu5c+cyVV9qdFcpxo0bZ7CuTZs277wX+dixYwBUq5b8vRGSZCoywJZyLCEEuXLl0stskdKwjujoaCWAO3PmDKtWreL48eNYWlommzYrJCTEIMh7XyTtudq0aZNR2xYsWJD9+/dTtmxZAD766COOHDmCVqslODgYDw8PvZvRdI4ePYpKpVJ6HJcuXYoQgvj4eGUWxeQu9z948IBTp07x5s0bZVmJEiX466+/ePr0KeXLl8fb25tp06Ylu19TefHiBV9++SUxMTHUqlWLsmXLGj29vEaj4YsvvmDq1KkpTrVsb2/P8ePH0Wg0JGgTuPbqGldfXWXVjVV8XeVrGhdqrJQNjAyktEvpFPdnb2FP/YJ1iYyN5/4DP2U41NvOnDmDmZkZHUqkPUX5tVfX+D/2zjusiezr499JQq8CSrMLFkARxd6xiy723ntXXHv52VfX3itr771ixV6wN1BALKAUkd5Jmfv+kXdmExIgIQmgO5/n4SGZzNx7J5ly5txzvsfCwEJh+YcE3ZYnz8nJQWBgIPve3NycLQz0KxMYGIiXL1+qtK74/6sdSmgCofjf1+owYsQIAICjo6Na2ynj/fv3bEXDbt26ITIyEpMmTdK6khCTjP7XX38BkIakEUIwbdo0dp0xY8ZotU9l3Lx5E//73/8we/ZsDBgwQC4vgINDF3AhIhwlGtnpxQ4dOuDKlSsghKBu3bowMzPDlClT0L173p67V69e5Svl5+7ujtevX2tzyEXC5s2bMXnyZERERLCFV9RBKBQqFGiRxcjICMHBwZg/fz78/f3lJMGmT58u5wH7lZBNEtPX18eLFy/g5uam0ra+vr7YsGEDAOlx2a9fP0RGRmLGjBkICAiAvb095syZA0D6AGdsZoyzH89iaeBS8CgeVjVfBa/yXljwYAEuf7mMftX7YWa9mWh3qh1+Zv1U6M/OxA43et5ARHwa4r6EsAVCcmNgYIA5c+YgOTsVzY43yXcfZtabiRZlW8D7rLfCZy8HvYQeT0/JVpojFotZY87R0VHth5uSxqZNmzBlyhT2fX63UbGEBk2Ac6+jcCgwAm+/SxVAbM0N0KdeOQxuWBGlTPTZ+OW8SE1NhYWF9OFIVvJQE2RDTmQ5ePCg1go2vX79Gh4eHqy6j+zM4erVq9nZSCYhWhckJyfDxsYG+vr6aNWqFY4dOwYzMzOd9MXBwcB5sDl0zujRo1lVCE3o1KkTAKlx8/LlS9y9ezdf4xqQlhNmkJ1eZ3jz5o1GYyoumGSnwnph9PX18eDBAzmdYlmysrJQuXJlHDlyhDWuv337BkLIL2tcA0Dnzp1BCMGGDRsgFArh5eVV4DYnTpwARVGscQ1IDaojR47gwYMH8PHxwaZNmzBnzhzw+XxcuHBBaggRIEciLfZCExqz7s2C/2d/rGy+EiubrcTd73chlAgxouYIpf0mZycjRyyCmAZsSpdRug7wb7hCukgaPmBtaI3hbsOxpPES/K/h/9CpUifWcOZTfGRLspW2I5ToTgNdVgKS8WT+ykyePBmEEDZkasiQIUrXE0toJGYI4b3pPmaeessa1wDwIzUHmwLC0Xz1bdz/+LNAb3avXr0AAIMHD9aKcQ1IwzcmT54MS0tL1ngHgEGDBrEJycx1t7DUrl0bP3/+hFgsVgjLmzFjBlvtc//+/Rr1owyaptGpUydUqVIFEokEz58/x+XLlznjmqNI4DzYHDpH1gvt5uaGd+/eqbxtZmam0gSYGzduoE2bNgVun56eDjMzMyxduhTz589HRkYGPDw88PHjvzJlv+IpIPudxsbGwtbWVmttE0KwefNmOQ/d/fv30bRpU631URIwMTFBZmYmYmJiFGJak5OTsWTJEpw7d07hwSw1NRWmpqbw8/PDqVOnkJGRgaZNm8LGxgZ9+vRBuXLSGGeRRITjocfx97O/5bb3ruSNOQ3mQEIkCEkIQWPHxlj7fC32Be9TGOPSJsvQ0qEjLI31sXv3bkRFRSms06dPH1StWhU5dA5uRt5Ex4odISZihCWGwVBgiGpW1ZCQlYD5D+djsMtgZEuyMfnWZIV2ng54CiOBkbpfo0p8/vwZVapUYd8vW7YM8+bNy2eLX4OcnBx4e3sjICAAJiYmbIw0+7lIAu/NDxAel55HC1IMBDycGtsYNezNIOAr+r0yMjLYWOXCSnOqglgsxsaNGxUqqOqywqu5uTnS0tIKPRuXH1FRUShbtix69uyJ3r17sw8pHBxFAefB5tAphw8fljNegoKC5JISGS+J7J+swZtXYZgrV66o1L+pqSkIIZg/fz4AqVEVFhaGnJycArYsPlq2bAlvb+98M/sTExNZWbv+/ftrtX+KojB58mS5KeLfIV5WlsePH7MJn8wU+bJly2BhYQELCwuUKlUK69evZ41rPz8/JCYm4uPHjzAzMwNFURg1ahSuXbuGBw8eYOXKlZg+fTprXAMAKMBQYKjQ9+Uvl9H1fFdc/XIVtUrXAk1o/On5J3a23YkWZVuAR/17Wb78+RKM9Clk5ojQr/8AuLi4sLHuFhYW8PHxQY0aNbAkcAlCE0PRqVIn7A/ejzYn22DglYHoebEn/jj3B4Lig7DJaxNq2tTE+4T3CmMCAH1e3hrlmlK5cmW583DFihU66+v58+fw9fVFeno6nJycwOPx4OrqigsXLmi9LwMDA5w5cwaA4rVKLKFx6sX3Ao1rAMgR01h3I0ypcQ1Ir1uMAouqMd+FQSAQ4M8//8SPHz8QERGBnTt3ApA6RjZv3pxnHkBhefjwIdLS0tCxY0etG9eANOwEkCpGccY1R1Hz23uwk5OTERsbCzs7O1haWhb3cH57UlJSMHz4cAQEBBRYbezevXto3rx5vutcvnwZ3t7SeNHXr1/D3d1da2PNLR+lrVMhNTUV5ubm+a4TEhKCqlWrIioqKs8bC03T+UpcAf/uQ2pqKjvtGR0djdjYWK2UkQ8ICJCbKdClJ6soYbxm9vb2iI6OlosRZhg2bBhbQa5s2bJq90ETGoHRgRhzM+8ELiOBETpV6oQuVbrAxdoFRgIjpAnTkJSdBAO+AWxNbCGSiADwwaekU/rZ2dnIycmBmZkZssXZWPFsBc6Fn4OVoRVu9ryJDS834MD7A3L98Ck+drfbDY8yHuhzqQ/CksLkPrcxssHt3rfV3kd1IYSwDwjavPW4u7sjPj4eHh4eecaqA9LriaYhDwyJiYkwMjJCSEgIe66JRCIIBP9Wxey48R4+xKSp1B6PAh7O8oK9pfJZhBcvXsDT0xMURYGmaaXr6IJFixbJVXzV1jVA9pwLCQlBtWrVNG5Tlu/fv8PT0xPOzs64deuWwvnNwaFrflsPNiEEFEWhVKlSqFGjBlti++7du8U9tF8emqbh7u4OiqLkysxSFAVLS0ucOXNGpVK+BRnXAFjjGoBWjWsACjcp2SnswsKU+c7tic+9To0aNdC+fft8vTayqgt5wRgL5ubmmDlzJnbu3AlHR0e1ysjnR+vWrVkvEACVEwJLOrt37wYgrWg5YMAA9ua7YcMGfP78GRKJBHv27EGXLl0KZVwDAI/iwc0m/+8rS5yF0x9PY+jVoah/uD6GXBmCHxk/4GjiCFsTW2RkZCA8LBx8Htjqi0HJQbj78y4WPl6Ilidb4lz4OQDSkup3v9+FV3nFuHIJkWD3290Q8AQwFhgrfO5i7VKofVQXdYsHqcK2bdvw9u1bREdH4/Lly3Bzc0PHjh0BAKNGjcKKFSvYWOnZs2cXqg+apjF58mTY29ujWbNm6N69O6ytrWFsbCz3ICtrXGcJJSob1wBAE+Dp10RI8jCe69atCxsbmyIPaVu0aBEyMjLY/XRzc8Phw4fx8eNHjcYiey/WtnGdlZWFbt26QV9fH6dPn+aMa45i4bc1sBkZMgA4fvw4WrduDUA6/U5RlE6nKH9Xxo4dC4qiwOfz8fbtWwDSJEEXFxeFacuUlBS5C+iiRYvyNCYnTpzISuwRQpQmoOhCszS3Efz582e1vFuEELx48QIHDhzAkydPFLzNuatKAlIPF0NqqnwFvx07dshpBecuA68MWdnC1atXY+zYsaoOX2WqVq2qNUWBkkKfPn1YqbPjx48DkKqEjB8/HpUqVdJahUFzA3PYm9irvP7LuJfodqEbPA97YuPLjUiUJKKyU2VQoFDFUvoAOPHWRMx7OA/nws8hS5wlt31yTjIM+MrVYQJjAiGSiJRKA7pau+qskqMsy5YtAwCtODq8vLxAURQmTJgAQOpZvX37Nu7fvw9/f38QQrBr1y7Mnj2bPS/S0lQ3eGVZs2YNNm/ejNjYWDx48IAtXMXj8fIskiIuhJdZLCHIy2aVSCSIj48vFv1wY2NjuWJdAwcORNWqVWFjY1PoNpl7MgAMGDBAa+EnP378QJ8+fRAcHIzz58+zScAcHEXNb2tgGxtLvTSEEPTu3Rs3b96Uu6jPnTtXToGBpmmVvK7/FTZt2iQXF3348GE2Hi83Hz58kPOY3rx5E+bm5mjevDni4uKwbds2LFy4MM/SuIy2K4Os4fnmzRs8e/YMjx8/1sJeKUfWyFY1tvvp06fg8Xjw9PTEkCFD0LBhQ4V1EhISWKOb+R719fXl2gCkkliEEIwZMwZ37twBIDXEZcuZK0MsFiMqKgpjxoxBVlaWwud5KRsUhkOHDgFAiY5dVxdG95eJdV+7dq1OPF2F8Q6LiRh+7/zQ6WwneB7xRIfTHfAzUyrlV8+untJtKFDwtPXElxRFtRzg/8OJKIBA0YJztXGVi/3WNS1atGDPicLw9u1b3L79b0jLxo0b4erqipYtWyoNBbx27RoAqaJRYchdzMrDwwOEEEgkEvz48YNdfvr0adZQNNEXwNxIAHUoZ2WUp1wfo0+dmppapCEiDOXLl8eiRYuwefNm9gE0MTERFEWhRYsWyMjIQE5ODjZt2qSysXzkyBH2f26HQ2Hw9/dHxYoV8fDhQ5w4cQIeHh4at8nBUVh+WwO7Xj3pTYi5sALSkARCCCvtlpycjJMnT+L+/fvg8/lcjPb/c/nyZTkFCQAKHszIyEilnpTbt2/LeSZKly6NcePGse///vtvnDp1Sq6oSH5JO25ubvD09JSbetUF6k51ys6QMDRpolyDuCAjQva7ZaSyGE+fLF++fMGzZ8+wadMmtGrVCgYGBmjWrBl27twJIyPFuM0DBw4oLCsszA1VWT+/KjweD5s2bWIfevJ6ANQEMS1Gc8eCQ6EKIjojGv0u90OGKAPj3cfDkK+YPOnj5IOKFhVxMkx58aGmjk2hx9NDUHyQ3HIjgRHq2dYrEgNb2exUnz591G6HCRe7f/8+CCGYPFlRFUUWJkn3/PnzavcFSCXk4uLi2JnPV69esZ/JerB79uwpJx3as47q4UUVrY1Rv5J1ntcLIyMjCAQCJCQkgM/n4+jRo+ruhsYsXLgQEydOhEQiwdOnT1GhQgU4Ojri3r17MDU1haGhIaZMmYKxY8fiyZMnCqoqudm3bx8A6Wydk5OTxuPbvn073Nzc8PHjx1+2kBjH78Nva2AvW7YMzZo1Q4cOHeQ0WAHIlWPu3bu3SrHA/xVWrlyZ54Wpffv2oGkahBCUK1cOnz9/xrt375CWlsaGd+Quh5ybmTNnokePHnI3RNk4awZra2sAwN69ewu/Mzpg69atoChKzlD4/PkzgoKC8ODBA5XakJUIBKRhHowXlYl3Xrx4Mevh4/P5oCgKlStXRv369TFjxgzEx8creLHq16+PiIgIEELw5s0brc7IMFPrxeE50zXMQ8PSpUu13raAJ4B3FW+Y6Wmuu5uQnYCJARPhZOmEw96H0a5CO1gbWsPZ0hmz68/G4saL8T7hPV7FvVLYVp+njzG1xiA4PhjBCcFyn3lX8taZPF9uUlJSEBMTI3denzhxApcuXVJp+2HDhskZoA0aNFBpu/fvpcop9vaqh+vIcu3aNXh7e7OFhGTHQAiRm/l4+PAhRo8ejdTUFAxtUgl6fNW89EObVGKrPSojPDxcroJocYc+1KtXD1+/flVaNOjs2bNo2LAhzMzM8g0HYpRXmJwITXj+/Dn8/f0xZMgQVmGJg6M4+a1VRCIjI1GhQgV4e3srvYAr8xT8xl9HvsTGxqJt27YIDg5W+h1kZmZq1XspFotha2uLxMREpW1/+vRJzqORk5MjF16hC2SPhzVr1uDPP//Md51Zs2ZhxYoVCjfbq1evomXLlsjOzlZ6oW/Xrh3c3Nywbt06ueXM956UlIT+/fsjIyMD9+/fR9myZWFqaorIyEj4+fnBx8cHxsbGaNWqFe7cuYPz58+jS5cuhZ5uV4Xu3bvj7NmzcHV1RVBQUMEb/EI8fvwYjRs3BkVRiIyMLHRSY17QhMaqZ6tw+MNhrbTnYu2CxY0Wo7r1v7HUYloMAU86y3Pw/UHsD96PH5nS0AX30u7wresLV2tXjLg2Am/j38q1d9bnLCpbVC6yEJHQ0FBUry4de8uWLdmwqBYtWrCvc7Nz507Mnj2bLXrUvn17nDhxokC1HoasrCxYWVkhOzsbPj4+OHfunMrjlVU+AaQhbX/99ZecgRsVFYUXL17g1q1b2LhxIwBpGMnz5y9w8W00pp14k28hmW4ejljfp3aenyckJLDxzgKBAEOHDtWKUaoLEhMT0bRpU3z48AEAMG3aNLkZSwbZKpLauO+2bNkSycnJePbsGZfUyFEi+K0N7IcPH6Jp06ZYuXIlZs2apfB5XFycXIGO8ePHY/Xq1Wz89n+FtWvXKhQWyI1EItFa4peqrFixAnPnzgUArFu3Dr6+vjrtLyYmRiHuWdb4lzVgVfk+ct+Y9fT05JIcla2vDoyEnrICF9qG2XdNLxeykl9v3rzJs5JkUTN27Fg2x6BFixY4cuRIgTHwqkITGlHpUfA+4600/rmwVLKohCoWVWBtZA2hWAgej4e6tnXhVd4LhnxDRKZFwkhgBDsTO0SmRmL+w/kK3u3apWvjYKeDWhuTKjg4OCAmJgZt2rTBtWvXUKdOHbaiamBgoFKvtOy55+XlhYCAALX7JYRg8ODBOHToEKpVq4bnz5+zxVsY0tPTERYWBjMzMzg7Oyv0P2rUKOzatSvfPt69e8eGsPTs2RPHjh/Hky+JWH8jDM++JsmtX7aUEYY2roiRzSqDJgS8PB6S379/D1dXV1SuXBmfPn1Se9+Lg0uXLqFLly4ApBV1GzVqxH5G0zS8vb1x9epVbNy4scAQH1VwdnZG586dsX79eo3b4uDQBr+1gZ2VlcUay3lpCssuK1OmDBtX9l9B2XfSsGFDBYm4kSNHFovHxNPTEy9evABQNEY2ANSsWVPOSxsQECAXV56VlcUWfSgI5vv99OkTKlWqhI8fP6Jly5aIiYlRWLd27dpysZ0FkZ2dzRr/+Z3Gp0+fRu/evUHTtNqVNGU9Z3Xq1GF/i8IgFAphYCCvcHH37t0SE6J19uxZ7NixA9evX4eDg4PSqomasDRwKU6EntBqm8owFhijY6WOqGRRCSJahGexz/A4+rGCcc+jeDjc6TCqW1Vnvd+6hDlGmYfOqKgo9iFm9erVmDlzJgDA1dUVLi4usLKywo4dOwAAjRs3xuPHj7Fz506MGjWq0LM1hBCMHj0afn5+EAgEEIvFMDAwAE3ToGlarrhT69at0bBhQyQmJuLWrVsIDQ3FjBkzsGrVqgL7EYlEaNSoEV68eIHWrVvj+ImTsLYqhfC4dDyPSIRYQlDB2hhNnGxAEwJBAQ/rTEVahqdPn7J5RiWZ79+/s8WXli9fjoYNG6Jly5YwMzNDZmYmhg4dqrUwwPbt28PU1FQuBJSDozj5rQ1sAOw0OiBVu2CmJhlyX6jz8qD8juTe92vXrqFdu3YAgPnz56N58+asfuydO3fQokWLIh9jamoqWrVqxSZCFtXhmtcNXJ2y5PkV1ZA9LmXJyMhQeQZFIpGwyZ/fvn1TGtogOw2bm6VLl2Lu3LkQCoXsA8OpU6fg5eUFKysrpKSksIm/RkZGSE9PV2kWg6ZppKamstuKxWJMnjwZJiYmWLNmDQCpagBTgVJdo1/XML+9Nm/+hBDkSHLQ9XxXRKVr13AvLENdh2Ja3Wk6DS1ioGka9erVk0toTkpKYo8RxkNbELt378bIkSM1Hk9wcDCOHTumNJm4WrVqctrvslSsWJGt7qkKT548YRWGRo0ahXnz5sHWzh58gQA8ispTMUQZ0dHRrLRk3759iyXJsTAYGBiwCiiyzJkzBwsWLNBa6GHTpk1RsWJFVvGIg6O4+W2THBlkpZxq1KghJz336NEjBTkhHx+foh5iiUAikbDGNSBNEm3Xrh2bvFgcxjUA/Pz5k70pK9OV1hWMNy03qhrXgNRQS01NVfpQcPv2bSQlJSksP3hQ9el6Pp/PZuG3atVK4fPTp0+zxvWff/6Jnj17yn2+YMEC8Pl8GBkZoWLFipgzZw569eoFa2trtmgQIA1tyczMLNC4ZqTX+Hw+W9jJysoKdnZ22L59O2tcV6pUCf369WO3S0hIUHmfi4LNmzcDKLzihDIoioKAJ8CyJstAQfcGbUFUsqiEyR6Ti8S4BqT7Hxz8b3Llu3fv5FSbXFxcEBYmrS65evVquRkjWbRhXANSL/nSpUtBCEF0dDQAYNCgQSCEICQkhE30dnR0xLFjx9ChQweULl0af/31l1r9NGjQAHv27IGZmRl2796NihUrwsjQACZGhmoZ14A0tIa5Rs+bNw82NjbQ09Mr8R7bwYMHKyw7efIk/vrrL60Z18zMQ2F1zjk4dMFvb2ADUu/R9u3bFZY3adIEpUuXljspf/z4kW+cbElH9gFCdrozPxiVipIIUz1s7ty5WitEoAp///23nFRhRkZGoeKclcmSMdy7d09hWeXKldVqf8iQITA0NER4eDhKlSqFJ0+eAJDe1GQN6sWLF+PkyZMghCA5OVmh74iICKxcuVJpH7nPh9evX8PJyYltQywWo3HjxnJtMhKOSUlJrAFtb28PZ2dnhRjS8PBwtfYZkFYEtLKykpPh1BbMeBnJRG0h4AngaeeJYW7DtNquuhgJjPB3s7+L9Jx//vw5q6Hu6+urtCKos7MzCCGYPn06bt68yT7cR0VF4fLlyzqbvbK3twchRE7WklH6CQsLQ58+fXDlyhXExcXJPRiqyrBhw5CamoqIiAgMHz4cgPScKsz3b2FhAR6Ph5o1ayIhIQFisRg9e/ZUCL0qCUyZMgUURcHPz09ueaNGjRQe9jWBEILmzZvj4cOHGDRokNba5eDQlP+EgQ1Ik5iUTclfuXKFVWgApAZqYaWcipvchWAEAoFKRjaTsKdsGq+4YYoPDBtW9EbJhg0b2NfGxsZ5VmwrLM7OzqhWrRouXLjALlMmeVUQO3bsgIGBAZKTk9GwYUNQFMV6wps2bQqxWCw3dgsLCzRr1gyNGzcGALmp+ePHjyvVJacoCpMmTQJFUfDw8MCnT5/QunVr1KlTB3p6enj8+DEqVaqE5ORk0DSNz58/QyQSsUoLAQEBiI6ORlhYGGtYMMli06ZNA03T+T5AJScnY/z48TAxMQFFUVi6dCmSkpLQoUMHUBSlVQ1rpqiRrH67NvGt64uuTl110nZB6PH0sLHVRlQtVbVI4q4ZZOPsu3btqta2Dg4OalVY1ZR//vkHoaGhcHZ21mrCe/ny5fHPP//IXZMLqir8119/yTlNTp48CZqmUbFiRRw/fhw/f0qLD+ny2s2c9xRFqVSIKzk5GRRFYdOmTQCkYTWyEpiFSVDNj8zMTDx69AgbN27UquHOwaEpv30MNkNuRQcGPT099uKUW27tV0OZR+TIkSN5el1yry8UCgslb9SvXz/4+Pigb9++am9bEB07dmR1zC9evPhbFg948eIFWwpek+Mu9+9ZUGwzk4DUu3dvtlx4bmxtbQucOahduzZMTExw9uxZtcJ4goOD4ebmJley3sDAANnZ2Qrryu6bnZ0dBg8ejDJlysip32hLytHDwwOvX7/G8uXLMWfOHK17egkhICBY+ngpTn08pdW288NIYIT1LdajgX0DCPhFZ1wD//5+VlZWJS4kKDcNGjTA06dPYWJigri4OJ2oSjESsgyy531ycjJCQkIQHR2NHj16KGx79epVtGvXDhRF4cOHD3BxcZG7j2mTs2fPyhXOcXJyUtDxz41szPXHjx/h5OSE7OxsmJubo0GDBrh//75Wx8hcx86fP48//vhDq21zcGjCf8aDffHiRaXLMzMz2de5p7J+B/r3789652WRnfYPCQlRKJagChKJBBRF4dixY4WaOlWF5cuXs68L4939FWCMa02/Q5qm2QSfcuXKFZg4yGT3567SKUtsbKxC0tDkyZOxZMkS8Hg8XLhwAa9evcKDBw/UjpF3dXXFli1b4OrqypY0zl2KPTIyUm76+/79+4iJicHff/+NP//8U84wqVq1qlr958WJE1Klj3nz5uWZ7KYJFEWBAoWFjRdiSp0p0OPpXrO3nFk5+LXxQ61StTBj+gyd95cbpphUYmJikfetLleuXEHz5s2RkZGhkBSvLcqXLw9CCDt7RFEUbt++DYqiUKpUKTRq1Ig1rj08PJCTk4ODBw8iJycH7du3Zx9YmNkmkUjEJkCqAtPG0KFDlX6emJiIOnXqsMY14+QIDw/H8uXLFRIse/XqBT09PVSoUAFCoZCtmszUMggKCoJIJNJ62BUgzTXR09OTkwHk4CgJ/Gc82FFRUWoVkIiPj2erCf4q5FatkPW8DR8+HLt27WKT3mQlDNU9BGTl4Rg+f/6stHS6plSuXBlfvnzB5s2bMXHiRK23XxIYNmwY9u3bh+7duxdpwpI6Mzbfvn3D9evX0b59e/Y8omlaq9roFEXJaXofOHAAQ4YMASDVE164cKHS2F3mWObz+XKV7grLypUrMWfOHJiamiIlJUWn+u80ofE15Svm3J+D94nvtd4+BQr9a/SHb11f5GTloHWr1nj+/HmRX9/c3d3x9q20wM2vcMuRvZampaUp6GVrC5FIpHTWRSAQwN7eHt+/f0d8fLzSglWyEpqy486NrDzmokWL8OTJE7lQj44dO7Lv89LqX7lyJebPn69wftWqVQs0TcvJmnbt2hWnT5+WO2+WLVuGBQsW4OHDh2xomjYghKBWrVqoVq0aTp0qutkgDg5V+M94sB0dHdWaPmYqhv1KMFPtzEX20aNHrBG9Z88ePHz4kM2YlzWQGbm0/OjTpw8bh5fbuM7KytKJcQ2AlcQaO3asTtovCTCxvupUlytqypUrhxEjRqBs2bJsOWfmBirWYvn0jIwMUBSF8uXLs8Y1IPUqKzOuAbA3fW0dg/PmzQMAbNu2TefFlXgUD+XNy+NI5yOY5DEJ5vqqVSZUhWqlqmF/x/2YXX82stKyULliZTx//hwAFKqI6gIm1OfZs2escf2rQFEUWxbdzMwMderUkZvt1AYZGRmsljVFUbC1tYWRkRGuX78OkUiEyMhI0DSdZ9lvZSEhTGEuQPoAfPjwYbmaBosWLWKN6f/9738AIGdsi0QiGBgYoGvXrrh58yZOnjyJ+vXrY9SoURCJRAgLC5MzkN++fYugoCC4uLjg7Nmz2LZtG86cOaNw3jD5LNrOY/nw4QOCgoLY5FEOjhIF+Y+xc+dO0qtXL3Lnzh1CCCEikYgcO3aMAJD7+13IyspS2LdJkyYRQkiB+0vTNDl9+rTC9szfmTNnSEpKCqFpmojFYp2Mn8/ns/0FBgbqpI/iZuzYsQQAMTc3L/K+C3O83wn5QUYfeEY6bbxHxh96QR5/ii90/58/fyb16tXL8xirW7dugW3QNE0AED6fX+hxMOjr6xMApFKlSiQ9PV3j9tRBQktIjjiHnA47TXpf6E3c9rmp/edxwIPMujuLvIl7QwghRCQRkQsXLsh9p9euXSPJyclaGbNYLCaVK1eWa79MmTJ5/p7MX82aNcnr16+1MgZdkZmZSVq3bs2Oef/+/VptPykpiW3bxMSkUG0kJiaSo0ePEmNjY7atiIgIEhgYqPR7NzIyIk2bNmV//5ycHBITE0PKly9PAJA1a9ao3Pfdu3cJAFK1alUSGRmZ77ozZ84kAMiMGTMKtZ95ceXKFXafOThKGv+ZEJH8yF1hrl27djqR/youYmJiUKNGDWRlZUEoFMLJyQnjx4/HtGnT8tzGwsICKSkpavWji0MpMzMTlSpVQlxcHEaMGPFbxsn36NEDZ86cQdeuXXH27Nki7VvdEuhLLgZjz8OvCsuntHaGb1v1Y6D5fD5oGQ94v379sGXLFsybNw88Hg/z5s1TqWR5YUu5i8VieHp6IjQ0VC65MiEhIU/Poa4R02IIeAKEJobiaexTvE94j+CEYESkRoAm8rMFRgIjVLeqDldrV7hYu6B52eawMLCAhJaAz5OGgzHfzeDBg+Hn51eoRObcrFu3Dn/++afK6xsYGKBRo0ZySk6GhoZ4/fo1qlWrpvF4dIlssRg+n4+7d++iSZMmWmn76NGjcjOIFhYWOH78OFvgS1WUVUnNDZNwWByULVsWUVFROHToEPr375+n6IC6MEmeN27cQJs2bbQwUg4OLVKc1n1J4v3796RixYpky5YtxT0UnYL/92SULl26QC+T7F9sbGyB63z79k0nYx4zZgwBQJYsWaKT9osTkUhEBAIBAUAaNWpU5P2bmJiQ0qVLE6FQmO96YomEPPuSQCrMupTnX2hsKpFIaJX79vHxYY+dHz9+aLQfTDuF3U72j6ZV3wddQtM0EYr//V2yRdkkPjOeRKdFk9j0WJKUlUQktIQQQkhWdhZ58vQJyczMJC1atCAASFxcHDE3N9fJfuX+zhgP4vXr10lKSgp59eqVwjY/fvwgffr0ISkpKeTdu3eEoiji4OCgs9kvbXL48GG5/RWJRFppd+rUqQrfZWFnsrp37y7XTtmyZQmfzydmZmbk4cOHWhlvYZG935QpU4aYm5uTnz9/atyuRCIhlpaWZPHixVoYJQeHduEM7P8QJ0+eJO7u7gQAycjIUMvAVvUvPDxc6+NOSEhg29+xY4fW2y9umH3LyMhgl+UVdqPtcJzq1asTAOTjx48Frvvnidf5GtiLLgQRiRpGHBNa0Lx5c5Kdna3JbpAKFSqw3+PEiRPJtm3bSFpaWr7bDB06lAAgLVq0IBcuXCCZmZkajUFXWFpaEi8vL7nf/cOHDyQwMJAMHz6cuLu7sw9pef0dOHBAa+P5559/Cv1AI0vXrl0JAGJtbV1iHmry482bN1rZb1liY2OJq6srmT17NqFpmsyePZtQFEWOHTumtT5KCvXq1WNDsACQ2rVrkzNnzpCYmJhCtScSicjmzZuJhYWF1kNPODi0AWdg/4cICwsjtra25PTp0+yyrVu3kpCQELkbnKzxTVGU0hv2rl278r2haxOJRMK2e/XqVa22XRxs2rSJACDr169n94uJH2aMqOjoaPLo0SNy+vRpsnv3brJjxw7yzz//kHPnzpGnT5+ShIQEufULw4gRIwgAMm7cOJXWH+gXmK+BPf7QC7X637dvHwFARo8eXZjhy/Ht2zeFY9DKyirfbZj1ypcvL/dwU5IIDQ1lxzl+/Hji6uqq9HzbsmVLvufjmTNntDYmps2uXbtq1E5MTAx7fencubOWRqc7srOz2X2/f/++TvpITEwkFSpUIAYGBmTr1q3k0KFDOumnOPH29lY4PleuXKl2OwsWLCB8Pp/06tWLxMXF6WCkHByawcVgc8hRu3ZtvHnzRq1tZAuFMGjzsKJpGgKBAIQQzJw5E3///bfW2i5KaJpG+/btcfPmTbnlLi4uOHToEGrXro1Xr17h6dOniI2NLbC9ihUrokGDBqhRo0ahJPMoioKenh4yMjIKjMulCcHyyx/wz4Mvea7j28YZE72cweepVphl586dGDt2bL6FbtQlLCwMJ06cwIIFCwBIlRryKhQie6wHBATAy8tLK2PQNnkVuunWrRuys7OxZ88eWFhYYPz48Rg/fjzc3NxgZGSE9PR0hIaGwtPTE507d86zFoC6MPHXderUwYsXLzRqKzU1ldVGfvv2LWrWrKmNIeqMUaNGwc/PD/Pnz5erTqhNwsLC5OLS+/XrhyNHjuikr6KGpmlWKvbFixdYsWIFK683bNgwbNmyReXCPl5eXrCxsWF16zk4Shr/GZk+DtVQphXeuHFjuLm5yRV6qVGjBgCgc+fOOjWuAakc3KJFiwAAt2/f1mrbRcGHDx9AURT4fD5rXPfp0wcGBgaYM2cO3r17h/Lly8PPzw8XLlxQybgGgK9fv+L48eM4cuQIsrKy5JIFC4Kpxubm5qZy0tvgRhUgyMN4NhDwMKBBBZWNa+Bf6UVfX1+VtymIqlWrYv78+WxpbRMTE3z69Ak0TcPS0hIURcHGxgY0TeP169fsdq1atdLaGLSNrCzmqVOnQNM0CCE4c+YM/P39YWdnByMjI+zduxf16tVj1zc1NWXLvl+6dIl9ENOUAQMGAPi3yIkmmJubs6XTJ0yYoHF7umb27NkAdFuUrGrVqtizZw/q168PT09PHD16lP0df3WY8/LAgQOoU6cOTp48ySYn7t27F5cuXVKpHUIIgoOD4ezsrLOxcnBoCmdgc8ihrAhAlSpVEBQUJFdg5P379yCEaM0rlh/Z2dlYuHAhgH9v7r8SzZo1k3tvamqKY8eOITs7G8uXL0dISAi2b9+OqKioQrUfFhaGLVu2IDo6WmUDytbWFgDw6tUrldbnURTKWRljTS936PPlLxuGejxs6e+BUibqlSk3NDQEIC1NrW0uX77M3sydnJzA5/NZVZyEhASMHDkSgLSgB1A0utCFITk5GVlZWQCk512PHj3UKt0+duxYVgEjJCQEfD4fERERGo2J0dLXFozueHx8vFbb1QVFpS41bNgwPHnyBGZmZgCk+tW/eiVbsViMa9euoXHjxnLXcdnvlKm3UFAV2g8fPiAuLg4tWrTQ2Xg5ODSFM7A55Jg+fbpCGdyDBw/KvefxeHJhIYQQfP78WWfTu7KFEqZMmaL29kKhEKGhoXj9+rVWPHjqcO/ePSQkJAAAWwQoLS0NgNRg+vDhA06dOqVxBcKsrCwcOHAAMTExKu2jubn6BU14FIU/ajvgydzWmN2xOgY2rIAFnWvg6dw28Kpuq5b3GgCaN28O4N8yzNrm4sWLCAgIYI1p4F9P9d69e5Gdnc0a3dOnT4dEItHJODRB9ndSx7BmEAgEePz4MWJiYli5w7wK9qgCTdOoU6cOAODMmTOFbkeWp0+fApAaTSWdZ8+eAfj3AVXXjB07Fnp6erh+/TpcXFzw6dOnIulXFzBhLtOmTZMLZ+PxeIiIiMCgQYPY2bRatWqhYsWK+Pnzp9K2Tp48CX19fa3JJXJw6ALOwOaQQ19fH3379lUa5pH7psIY2jdu3EClSpXw9u1bnWhhM4YYAJWnEBnu3bsHQ0NDVK9eHR4eHtDT0yuycIDU1NQ8PSw0TSM5ORlnz57VmtEvFApx9OhRCIXCQoWLqAKPolDKRB8jm1bCEh9XDGlUEeZGemob1wDYUBhtV8hj4PF48PLywu7du9mHm1u3bqF3794ApNVdw8PDFcZTktBWaICdnR2+ffsGAGwpenWJiIhg42d5PB66deumlbExRiMz41CS6dChAwDpbEBR0Lt3b6Snp2PPnj1IS0tDrVq1iqRfXcBUW2zXrp3CZ+XLl8eBAwcgFArZcMCIiAiUKVNGYcbl2rVrWLRoEcaNG6f1ypAcHNqEM7A5VCIoKAixsbEghChMk/bp00cnfYrFYmzYsIGdxgeAP/74gy3ZzsRufvr0CQ8fPlTaxrRp00AIQbVq1TBw4EDQNI07d+7gyZMnOH78uMYeobVr12LWrFm4ceOGwmey3kcmkYeBoiicPXsWIpFIo/5zk56eDn9/f7USHrdu3ap2PwI+DzyKgoCv/iXk06dPMDU1xdu3b9GnTx+0bdtW7TY04fjx43BxcUFiYiLc3d3Z5Y6OjkU6joLIzs7WauKlOh763DMqYWFhqFKlCgCpca0tA/PDhw9seI6/vz9OnDiB7OxsXLhwQe1CV0VB586dAfwb3lQUpKenY/HixQAUf5dfhZ49e0IikWDAgAFs2EteLFy4EIQQNoyEeTAEpLOAa9euhYeHB9avX6/TMXNwaApnYHOohKurK/u6Xbt2rEcQAJKSktgwCG3w4cMHrF27FmXKlIGvr6/cBVnWQ37+/HlQFAUnJyc0bdoUfD4fQUFBePLkCWuEMyoH79+/x8GDB3Hv3j0AQMOGDdG3b182PpfxmqhC//792fanT5+OVatWoV27dti2bRu7TnZ2NpYsWQIAqFevHnr06MF+JpFI8O7dO7kbhzZ5+/YtoqKiVPZiMyErRcGcOXPg5OSEjIwMjBo1CkePHi0wXEVMi+UqGEqIBGJaM0Pj4cOHqFq1KuvNBqQPPeXKlUNwcLBGbWuLUqVKQSgUsq81IS0tTS5ZUhmhoaHsca2npwc+n4/Dhw+jQ4cOrKoFn8/HgwcPtJZc5uzsjNq1a6N06dLg8/mYOnUqfH194ePjA0tLS0RGRmqlH23BKBgxce1FwcePH1lv7pUrV4qsX20hFotx+vRpGBgY4MCBAypvx3iub9y4gZycHADApk2bcOPGDSxatKhQIVMcHEUJZ2Bz5AkjQ6WK18TGxkYrffbs2RMuLi6YPn06UlJScPnyZSQlJbEGPSEEYrGYnaqWhaZp1KxZU+Hmt2zZMtaj27RpUzRp0gQmJiaYNm0axo0bB5qmsXjxYta4kI3zzszMxNu3b+Xayx2jzjBhwgQkJiZi4sSJMDIyYhMzT548Kbcen89n4051xZMnTwr0YjPxpOrKMmrCypUrAQC3bt3Crl278rxJMr91higDlz5fwl9P/sL4m+MxMWAi1j1fh4DIAIgkIoXS4apiaWmJ0NBQHD9+HDRNs2W/v3//Djc3N9awjYmJwYsXL3QS+pQf2dnZbOn2ixcvajzTYm5uznqwTUxM4OzsjNWrV2PChAlYvnw5AKlUoSw0TWPgwIG4du0aPDw8YG9vD4lEgsaNG6Ny5cpaCW0SCAR49eoV4uLisHXrVsTExGDHjh3s58eOHdO4D23CPIwqC3PQFYxR3a1btxIrJZkfzPX0+PHjas2sMSFDS5YsgZ2dHQBgx44d6NevH/744w/tD5SDQ8twBjZHnsyfPx+EEKXGLEN+nxWG06dPA5DKOKWmpqJTp04KF2U+n4/4+Hg4ODhg3LhxIIRgw4YNcuu4ubkhNTUVhBBWpQCQeikfPHiA9PR0rF27Ftu2bUNQUBDMzMxYD9+2bdvg6+uLatWqwcTEBO7u7pg5cybbBpOI07RpU9YQZOJRra2t5UIuDA0NUaFCBbmxxcfH61wR4P3796yRmBeenp6wtbWFgYGBTseijAcPHuT5mZgWQygRYvXz1Wh1ohUWPFyA46HHcT/qPu5+v4sD7w9g+t3p8DrphX1B+0ATGhK68AmKFEUp/EaBgYEYPnw4HBwc4OnpKRemVBTIPoB17txZIw/25cuX5d5nZGQgPDwcM2fOxLZt2zB//nxQFIUJEyZAX19fwcv45MkTvHz5EpGRkdizZw8A4MuXL9i8eXOhx6SMESNGsA/qzDk2a9asPMO/igKxWIwDBw7g4sWLSEpKYmc3iir2VywWs+Eh//vf/4qkT23DzELcunVLre3mzJmDjIwMUBSF5ORkNGnSBOHh4XBxcdHFMDk4tA5XaIajQAghBXoe3NzcCpRWKoi9e/eyiTBCoVBlfWZtsmzZMrZIiSz6+vrIycnB69ev4eHhAUBqhDESc/Hx8ShdujQAwMzMDIMGDcK2bduwatUqzJgxg21HIpHg1atXaidrFoahQ4eiQoUK+U6lMsVWaJoukinXo0ePon///gCU66WLaTGi0qMw9uZYfE9T7SHEvbQ7trbeChM9Ewh46hvCN2/eRP/+/fNULACAtm3b4vr162q3XRiEQiEsLCyQnZ2NGzdusDrBhSUkJITVrffw8MCwYcPQpUsXhIWFwcnJCb6+vrhw4QKaNm2KM2fOoHTp0jhy5Aju37+P9evXK8Qbr1+/HtOmTUPlypV1pmoRFxeHpk2b4uPHj7CwsEBMTEyBIS7ahhCCZcuWKRi2RkZGOkvMzY3sNfFXvVU/f/4c9erVw7hx4+TC6FRl165dWLFiBaKiomBhYYHIyMgiPxY4OAoDZ2BzyEEIQXR0tNKCM/khkUjUriSYm40bN2Lq1KkApIUcRowYoVF7heHWrVto3bo1AODcuXNwd3dHpUqVYGpqirS0NFhYWCA1NRWA4g3v/fv3oGkabm5uEIvF0NPTA0VRaNWqFVJSUvDo0SPo6enh4sWLWinSURBt27ZFw4YN851lmDBhArZt24bv378XSZKfn58fRo0aBUDx+5PQEiRkJ6DPpT6Iz1JPE7lqqao44n0E+jx9tR8UZNfX19fP0/Nfo0YNjBgxgg0n0YSgoCAEBwfDxMQEnTt3RmZmJkxNTeW+k6ZNm+L+/fsa96VtmFktQghycnKgr6+e/rk6WFlZISkpCa9fv5ZLSNU1z58/x9ixY/HixQvweDysW7cOq1evRk5ODlq3bl1koSuyx+a7d+80klgsDtLT01GlShWkpqbiw4cPqFixYqHb6tixI9LS0vKd/eLgKElwISIc+Ouvv9j4Yx6Pl69xffv2bTYsgpGM2rdvn8bGNSCN1WMK3UydOrXINasBoGXLlmjTpg3OnTsHHx8fNh60b9++WLJkCWtcKysR7eLiwt4Ak5KSAICVhnvx4gW2bdvGTncWBUlJSQX+LpMnTwYAeHt76/z7HjduHNufsph9Po+Puffnqm1cA0BYUhjWPV+ntnGd26OWk5PDGo7Lli0DALZ084cPHzB9+nSNPYmurq6oWbMm+vbtiy5duoCiKJiYmCi0yyTkljQoisLatWsBAIMHD9bpccNUd2QevIuKvXv3suf4gwcPMGXKFHz//h0/f/4sMuM69/das2ZNrRf50TWWlpaIi4vD6tWrNTKuAelMjLJCaBwcJRXOwP6PsWrVKlAUxZb8zR2jLMuDBw/w8OFDuQTDli1bsp+/efMGhBAMGTJEa+NjpmPT09N1VoAkP3g8Hm7cuAEfHx8AYKXC/Pz82KTFMWPGsMU28msnN4wmdlEVNJFIJAUanIw6xJs3b7TykKSMAQMGgKIo7Nixg61KOGnSJLl1xLQYd77dwZPYJ4Xu52jIUXxP+65W4mNYWBgA6cORrLdYX18f8+bNkyZaZmQgMDAQ1tbWAAqnI33q1CnUr18f/fv3x/v375Wu4+3tjYyMDPZcK8kqCaNHj0aDBg1w/PhxnRZdYRKt79y5U6QP3Bs2bMC5c+cASB+uiwMej4f4+HisWLGCfcBwdHTE3r17i2U86hIdHc1e6yZOnKhxe2XLlv3lHjA4/ttwBvZ/jFmzZgH4V24qr0IWtra2aNy4MebNm6e1Yheq0L59e7Zyo7e3d5H1mxf9+vWTe79v3z45lYO8mDlzJiiKgpGREczMzHDo0CE2druoYsv19PRKRNwmo6IyYsQIfPnyBWKxWCGuVcAT4HjocY36ISA4GqJc4SUvmATP9+/fs+eEMho0aIDdu3cDkCpyjBkzRuU+Ro8ejV69euHZs2esAs0///wj9+BKCMGlS5dYb3lJx8TEhD1P4+PjMXToUJ31VblyZQDS5GZt68bL0r59e3Ymz9bWFnPmzAGAYpUKtLa2xuzZs7F+/Xq2Iunw4cPlSo3nBU3TSE1Nha+vL8aPH6/roSrAOBSmTZuW73qyDgehUIjk5GQkJyezKjrMOu3bt+cKy3D8UnAx2P8xhEIhDAwMUL58eVZn1NPTU2nIgyxHjhxRMDZ1CY/Hy1eSryg5ceIEwsLCWFWJgpBIJKzqxJkzZ+Dj48N6h2maxvXr1+XKv+sKb29v1KlTp8Dvr0mTJnj06BFevXqF2rVra30cDg4OiImJwZkzZ/Ks/kcTGg0ON0C2JFvp56pS3ao6TnY5WfCKMvj4+ODChQsACk4kGzJkCKuyERUVlefxEBwcDDc3NwwfPpxV3ujbty8sLS0xatSoAmdAfhUYL7uJiUmhK0QWBE3T7DFsYGCA1NRUrcd9e3h44PXr1wCkhnzuWSYXFxd8/foVixYtkktaLmrCwsJQrVo1mJub51uIZ8KECfjnn39Y/WgAWLRoETsLp0siIiLQqlUrfPnyBZUrV0ZoaKhSFR4msTosLAzv3r1DVFQUG1rHYG5uDgcHB7i4uMDFxQVisRghISE6uU5xcGgbzoP9H0NfXx+EELnys8+fP5fzpCmDKa4ie8HOj7i4OI1iFZmbmEAgYL1KFEUVyxRh7969MX/+fJWMawByahPdu3cHn8+HQCCAu7s7xGKxyu1oiqOjY57Gtex3+ujRIwC6UylgQoi6d++e5zpR6VEaG9cAEJ4UrrY2NpPUqEpFyf3792PcuHEAgIEDB+Lx48cKihLXrl1j9b4Z4xqQajq3aNHitzGuAbDJuhkZGTrrQ1aHPycnR6nKj6YwxnVGRgbEYjF+/PiBAwcOsH39+PEDmZmZcnKdxUHVqlXRr18/pKamIjk5mQ2bSU9Px4ABAyAUCtGrVy9s27YNtWvXxtq1a9mZl3/++adIxtipUyd8+fIFnTp1wsuXLxWMa2bMr169woYNG3D06FEEBQUpGNcAkJqaipCQEJw5cwbr16/H8+fPUatWLZ3OZHBwaAvOg82RJ7GxsbC1tcX3799Rvnx5drkqEnqy8aOFOcSys7PzlGIaNmwYvn37hps3b+L69etFXmq7IIRCIVauXIlKlSrhy5cvcl6jdevWYdSoUVi3bp1OY0qNjY3x559/KjWw9fX1FW5QhZXQUhXmeIiJiWGLRsgSlhiGHhd7KCwvDC8HvoQeX/UwnGbNmuHBgwdYunQp5s+fr9I2ueOj3d3dsWrVKvj7+2Pjxo3s8po1a8rJVzZu3LhYdZ21jaxaji6PZyMjIzZkoFSpUkhMTMxz3R8/fmDLli1YtmwZ5s6di+XLl+PQoUN4+/YtTExMsGbNGtjZ2aFFixY4ceKEXCXTBw8eoEmTJgptfvjwgdVfHjRokNYSuwuDvb09YmNjWcWb9PR0lClTBpmZmeDxeOzvkJCQACsrK7kZAGXX4rNnz+LZs2cYNWoUKlWqpNHYmBnScuXKISIiQuE8kUgkyMrKwtmzZwst8ejg4IDu3bvDysqq2H4DDg5V4AxsDpWZMWMG1qxZg5YtW+L27dv5rit7YW3evDnu3r1bqD4zMzPZuNRp06Zh/fr1CuuU9EOYEILIyEhUrFgR7u7ueP36NY4dO4aQkBCd9dm4cWO0adNG4Qb08OFDNG3aFIBU/7lFixY6L6JC0zSqV6+Ojx8/om7dunj+/LnCOj8yfqDNKc30ngHASGCEpwPUq5IZExMDBwcHGBoaskmYBfHnn39i48aN+Sasurq6IigoSM7A2bRpk0KC569Mw4YN8eTJE53rhAuFQjYWGZCeU0KhEO/evUPZsmVx7NgxODo6wsLCQqHKYkJCApugypBbjrFu3bqwtbXF/v37lSrcMCE/DJ07d8bFixe1uYsqk9tobd68uYLiTOnSpREXFwfg34cgQJqXcejQIcyfPx/h4eEK185+/frh0KFDcteNU6dO4fbt29i8eXOBBu2SJUuwcOFCbN++HWPHjpX7TCKRICUlBfv27WPVmAqLoaEhBg0aBHt7e87I5iixcAY2h1owMagvXrzIc6r769evCp4QbR1mu3btwpgxY8Dn80HTdJFo8WoLpmDP48ePYW9vrzM1AD6fj8mTJ8Pc3FzhZjx48GAcPHgQ58+f13m54cmTJ2P79u1yU/wnT55Ez549la7f5GgTpAo1u/HWLl0bBzsdVGubMWPGYNeuXbC0tFQ6TV0QkZGRCAgIwO3bt5GSkoKGDRuyCXIAsHr1aja0ICMj45dJZMyPnJwc1KtXj/XOF8U5mJ6eDjMzs0JvX7duXQwZMgTlypVDp06dcPPmTTg6Oqqsr52ZmYm7d++iU6dOoCgKBw4cwMCBAws9nsJy/Phx9O3bV2F2hOGvv/7CtGnT5Cq0hoeHw9nZWW69iRMnIigoCPXq1YOFhQU7e+Pl5YWAgAAA0pLwN27cACBfbInxkiszbhkZUktLS3YZTdPIzMzErl27NDauGQwNDTFixAhYWVkVe54OB4cyOAObQy2ysrJQrVo1uLi4KJXRk51KZWASJB88eICoqChUrVqVVdQoLJGRkWx567i4OLaKYkmnY8eO4PP5uHTpEs6ePYs3b95ovQ8vLy80a9ZMqcybQCCARCLBjx8/UKZMGa33zXDjxg3Wk9ioUSOUKVMG69evz3cKes79Obj0WbMKl5M9JmO423DweQXfcLOzs9GjRw/4+/sDkCZnyYZCaYvg4GA0atQIaWlpmDdvHquv/aty584dtGrVCgDU8vprSnx8PMqWLYucnBzo6elBX1+fjf22trZGQkICAGnce9myZVG6dGm564yvry/WrVun0Rj++OMPOc/1jBkzsGrVKo3aLCyhoaFo1KgRkpKSUK1aNUyaNAnt27eHk5OT0vXFYjEmTZqEoKAgrF69Gg0bNpT7PCcnh63aef78ebx//x5z587F+vXr0ahRI3h6egKQGtDfv39HTEwMfv78CZFIxM7SGBgYwNbWFg4ODihbtixMTU1B0zR4PB4OHjyo9cqfdnZ2GD16NOfF5iiRcAY2h9rs378fQ4cOxadPn1gJLQY3NzcEBwez75nDKyIiQq7QgKaHnaxX8Fc5hGVLVgcFBcHJyQlbt27VmkcHkMYnjhw5UukN5969e2jRogX4fL6cV1kXnD17lk1q/Pnzp9Jpd1kktAQfEj+g3+XCK9UY8A0Q0CsAFgYWKq3ftm1b3Lx5k32vy+OIpmkYGRlBKBQWeVVCbcM8uBUUC10SePv2LerWrQuxWIyBAwfi4EH1Zjdys2DBAvYBycjICMbGxoiLiysWA8/GxoZ9qLh9+7ZcjYLCsmPHDjaJd8SIEZg/fz4qVqyIHz9+4MmTJwgODlY50R2QVuIcO3YsgoODcf78eY3Hp4yWLVuiRYsWJVo3nuO/CffYx6E2PXr0gImJiZxKCCO5JGtcA9KbcYcOHRT0SymKKrS+tlAoxJkzZwCopvxQUpBNbtu0aRP4fD4GDx6stZABKysrDBw4ME9DkfHeFYVUV+vWrVlv2LBhwwpcn8/jw83GDV2duha6z0kek2Cmr3oIgazOLuOR1RU8Ho/VLi4qNQddIBu3XNKNawCoU6cOxGIxjhw5opXvfcmSJTh37hyuXLmCJUuWICEhAb6+vloYqerQNI2VK1ciISEBXl5eOH/+vFaMa0Cq2V6pUiXcvHkTfn5+SEtLg5+fH7Zv346XL1+qZVwDQIUKFaCnp1foHBxVePz4sc4dBhwchYHzYHMUiq5duyI5ORl37twBIJVTsrDI23PYtm1bNpZPFtnDr06dOnBxccGhQ4cU1qNpGoMGDcKAAQOwfft2XLokDSVo1aoVbt26peHeFA0ikUguTrVt27a4cuUKkpOTcfjwYY0MFkdHRwwYMAAGBgZK4xGfPXuG+vXrA5B60pkKjrqC0b4GAAsLC5XKwxNCkC3JxpArQ/Ah8YNa/XmV88KGVhvU8mLVqFEDISEh+Pz5s8bqCQURHR0NR0dHAFJpO01DpIoLRocZANasWYM///yzmEeUP8zxYGtri4YNG+LkyZNaK/Qkm/gYGBiIBg0aaKXdvKBpGmXLlmXPK0BaOIyRhNRmPxkZGTh79iw+f/6sUVujR49Geno6jhw5oqXRKUdVzX8OjqKE82BzqE1AQADOnz8v55UwNzfHmTNn2BtakyZNMGjQIPZzZca1LBKJBK9evcLhw4fRs2dPUBQl5/Ht2bMnjhw5Am9vb9a4fvnypZzOcEkn9439xo0b4PP5sLS0xPjx49GgQQO1pzn5fD5at26N4cOHIygoCBUrVkTdunURHx8vtx7jvatdu7bOjetVq1axRkC9evXYhKmCoCgKejw97Gm/B00cFKXS8qKnc0+sa7kOBKr7CgghrIrLqFGjVN6usDDG9ZIlS35Z4xqQ6jD/9ddfAMDGrpdkmDLuP378wPnz57F48WKtte3q6srqZzdr1kxr7SojOjoaR44ckTOuAelsorZgnB2vXr3Cli1bNDauDQ0N4eDggKCgIG0ML1+CgoI445qjxMEZ2Bxq06aNcjm1Dh06sBfpXr164cCBAyCEIDU1FWKxmC1kI1uUYsWKFRCLxXLT9adPnwYAVk4OgEKlyePHj8PDw0MurvtXIC4uDlu3bpVbxhSi6dixIyZOnIj69evLKQAow9TUFM2bN8fUqVPRuHFj/O9//0OTJk3w/ft3vHz5UiHpc+fOnQCA6dOna3eHlMDoCo8bNw67d+9G3bp1Vd5WwBPASGCEHW134K+mf8HJUnnCFgDUKVMHu9ruwsLGC8GjeOBRql/OmGqMenp6OHfunMrbFYYvX76wr0u6x1cV5s6dCwD5lpYvKURGRmL69OlsuJKs1J42YHIqRCKRnHKMNvn+/TscHR1Zh4WjoyMkEgkIIahXr55W+mBUQc6dO4eLFy+qHQqiDHt7ewDSiqe6JiYm5pfJxeH478CFiHCojSpe1vj4eAXtWVkyMzMV4rKV8eHDB1SvXh2rVq3CrFmz0KhRI1y6dAlWVlZy6zESeMC/8eAlFSY04dChQ2xcLgNzOtI0jbi4OERFRSExMZEtv25jY4OyZcvCxsYGNE3j3r17GD9+PEJCQtCjRw/s378fpqamAKTFZry8vDB//nxWMYCiKMTFxSEhIQEWFhZyRV+2bduGKVOmQCwWIzw8HFWqVFFrv/bu3YuyZcuiSZMmcr9tQcdCXohpMQQ8AT4lf8LruNeIzogGj+KhglkFeNh6wNHUkV1HHVasWIG5c+eCx+MhKytL5/JyNE3Dzs4OP3/+BPDrJOUqIyMjAy4uLoiMjMS0adOwdu3a4h6SSvj6+mLDhg0YP368wgOuJsgmb8+ePRsrVqzQWtsMTGKlo6Mj3NzccPHiRZXCXCQSiVKvbu7lzPF48uRJvH//XmvjbtSoEVq1aoUVK1YUyTE/efJkhfsCB0dxotsKExy/JSEhIahevXqen9+/f1/OoGKMXVn1BFUT+xgPEUNycrLCRZSmaXz//l2l9oqToKAgNG/eHElJSahcubKCcQ38+13x+XzY29ujTJkyClUxIyIisGDBAhw/fpyNbV68eDGmTJkCExMTVo7r+fPnuH79OhtSw2yviqShk5MTVq1ahaysLFy+fBnHjh3LN05ZKBRi+PDhAKReYXd3d1aC8OXLl4VKRmUM5yqWVVDe/F/5PAoU+5m6xnVwcDDrgZ09e3aR6KfzeDzcv38/33OmpJKTk4Pnz5/j+fPnCA4OxtmzZ9nwo759+xbz6FTnzz//xIYNG7Rq6I0fPx7bt28HIA2J04VxDUidDACwYcOGPDXkZWHqA7x//x5hYWGIiYlBdnY29PT0YGtri0qVKsHDwwMCgQA8Hg8UReHcuXNaNa4BaYhIZmZmkT1QZmZmcgY2R4mCM7A51KZatWqFumjmLn3OtGFra4u4uDj2fX7eZ+Zmw3D+/Hl07dpVbllJ9V77+vqyhUxU/f5ye6CWL1/OFoSwsrLC/v370bt3b3YKnNmGKXuempqK0aNH4/jx4+jduze6dOmCmzdv4t69e+jRowdu3LihoMXdt29fHDt2jJVBBIDKlSuDx+MhJiYGAoGAvZGtXbsW06dPl5MpE4lEcm3u2rVLY7UXPZ5miWmJiYnYsmULq6DC4/GwfPlyjdpUh/379wOQxqTPmjULgYGB2LlzZ4k2upkKl7nZunUrmjdvrvVwC13i5+cHAAWGXqnDjh07lL7WNo0aNcLp06fRq1cvpKamFlhsJzQ0FP7+/nIl4BmSkpIQEhKCgIAAtGzZEo0aNUJycnKRxEnrml95Zojj94QLEeHQOZmZmfj27RuCg4Pxxx9/gM/nq2wEZ2VloWXLlnj69N/y17IqDLnbKclVHV+9eiVX/bIwygPVq1dHaGgoTp8+zepMF8SUKVOwadMmtGvXDteuXVO6zsePH3Hv3j1YWVnBx8cH79+/x4ULF3D69GmYmJjg/v37AKTfd16XjKpVq+Lhw4c4efIkpk2bhv3796NPnz4AFG9+QqEQPB5P52XaGUaMGIE9e/bA1tYWtWrVwowZM4pc4nHYsGHYt2+f3DIHBwesXr0a/fv3L9KxqMKtW7fQunVrAGB/xx07dshV6CvpNG/enD12AeDNmzeoVauWVtp+9eoVevXqhU+fPqFmzZp4+/atVtpVRqlSpZCcnIykpKR8v/8rV67gyZMnKrdbpUoV9O3bF+Hh4Th+/Hihx0dRFKpUqYLatWvD0tISQqEQIpEIFStW1JlnPzeTJk0qVCgaB4eu4JIcOXTOH3/8gerVq6NHjx7Q09NTqyiDkZERnjx5AkII64WqU6cO0tLSWO1Txsju1KkTMjMztb8DWmL9+vXs65o1a6JmzZoK66Snp2P//v1Yvnw5srOzER8fj5cvX8LT0xMURSE0NBSmpqYqG9cAWPnE69evo1KlSko1Y52dnTFixAh069YNPB4Pbm5umDt3Ll68eIF79+6xSVCMocx4L83MzHDs2DEQQhAaGgobGxuMGzcOWVlZ6N27N9s+RVGoX78+9PX1sXjxYhgYGEBPT0/rld2UsWbNGlZtZs+ePbh+/Xqx6KfL6iXv378fXl5eiI6OVhoqVBK4cuUK+3rFihU4duzYL2VcHzhwgDWuPTw8EBMTozXjmmlz165dAKQP9tu3b5dLaNWE4OBg9px79uwZkpOToaenl+f3TwjB7du31TKuAeDTp084deoUatSoIffwrw7GxsYYPnw4Bg4cCBsbG8TFxUEoFKJKlSrQ09NjK0DqEj09PZQqVUrn/XBwqANnYHPonH79Cl+dT5YRI0awr83NzdlEH8bo8/f3R6lSpfDgwQNQFAWKolCxYsUSY3Qzhm5KSgrevn0LY2NjvHz5Ej169MCzZ8/g4+OD0qVLY+jQoZg/fz6MjIxQunRp1K1bV05FRV1pwiVLlrDbfP36FYMHD1Z77Iznmvl79+4dqxDDeDeVIVvp89mzZxCJRFi0aBG7TBel4nMzY8YM9rW3tzdsbW0xZcoU2NjYsAYSTdPYvn07YmNjdTaOWrVq4fr160hLS8PgwYMREBDAKqzIyq+9fv0aV69e1dk4VIWJqQekD2Dp6enFOBr1kVXYOHLkiFxCr7ZgZoTCwsIwfvx4VK5cmQ3PUhfGoO7Rowfc3NzY8DAm1ENZuA4gTVqMjY2V89SrQ2hoKF69eoV27dqpPfvH5/MxYMAAlCpVCvv27cOOHTtw4cIFHDt2DOvXr0dISAg6deqEChUqFGpsqmJnZ8eVS+cocXBHJIfOGTFiBM6ePQtAWrpYk6gkVbaVNQwiIiLkkvyKE8bA3r9/P+Li4rB9+3Z4enrizJkzqF+/Pi5duoQKFSpg9erVGDx4MBsz3bx5c9SpUwdhYWFISUlBr1691O572LBhSElJAQCNpoLV5dOnT3KGuWyoz8yZM9XyxBeG+Ph4hTCUuLg4bNq0CQkJCRgzZgwoigKfz2e1yHVJ27ZtWZUXQJocBwAXLlwAAMTGxsLDwwMdO3ZkHxIZdZeaNWvCy8uLXW5qaor27dujfPnyOqkmWKNGDWRnZ6N27dqQSCRak4QrKmQLVjGJrdpGVuufYdKkSaBpGhs2bICenl6+Gtl16tQBRVGwsLCAnp4eTExM2Cq1gNSoZsJ0mEJRueHz+QgICGAN9MJw584d6Ovrq+3hr1GjBhwdHXH06FF8/fpV7rOMjAycOnUKMTExWqs0mRcuLi4a7T8Hhy7gYrA5fhm6du2K8+fPA5CqiVhYWEAkEuH06dPo06cPtm/fjgkTJshtQ1EUJBKJXKx2VlYWjI2NERAQAC8vryIbf2RkJCpUqAAzMzPk5OTIlZ2uUqUKnj59qvMseOZ7iIiIQPny5QtYWzecOHECffr0Qd++fXHo0CEcOXIEgwcPRoUKFXD37l3Y2NioJOGYFyKRCImJiZg+fbqckWVnZ4dVq1bB1tYWQUFBGDBgABYvXoy9e/eyOuwrVqzA7NmzNd5HVREKhWzi3YkTJ+Dv768Qpy2LoaGhnGa8LGfOnEG3bt10MUz2uCmMfGNx4ebmhuDgYADApUuX4O3trZN+Xr9+jZycHFhYWCioHgHS3ywrK0vptrLXJQcHB6SlpSEzMxNr167F1KlTYWZmhrS0NPzxxx/w8/NTqgCUlpaGdevWaZzk179/f+jp6bEJuaowePBg8Hi8fI9ZNzc39OzZE5s2bdKoWm1e6OnpYfr06VpNYOXg0AacB5vjl4ExrgHA0tISFEVBIBCgb9++oCgK48ePVyhqIBaLFRIhv337BgBo3bo1UlNT5T6TSCSwsbEBRVFaDy1hPCxpaWkQCoXo27cvvn79iszMTISGhhaJxBSTBFRY/WKaENAyN3KxRH2vUe/evSEQCHDs2DEIBAI2ZIXRFDY1NcX//vc/tdps3749bG1t4e/vD319fdjZ2bHGdb169fD+/XvExMRg0KBBaNeuHaZNmwZbW1ts27YNWVlZrCe9f//+WL58OS5duoSPHz+qvW/qoq+vjyFDhgCQfi+MobJnzx45bXdDQ0Ps378fWVlZIITgx48fSEpKwrt377B7924AwLx585CYmJinAa4J69atAwB06dJF623rCsa4btWqlc6Ma0BaHbVBgwaoXr26Uo3t7OxsWFlZKRiXsobstWvXEBUVxRblmjJlCmiaRmpqKgghOH/+vFLjmqZpREZGakVB49u3b7C3t1dLhcnKygqRkZH5rsN8rqsExHr16pXYxHaO/zacgc3xS/Pu3Tu59w4ODnJlwmXLuTNUrVqVfW1hYYGAgAB22l0gECAhIQEANPKiKkM2DnHPnj04cuQIKlSoACMjoyIr88vc7BhVEdnp6IKQ0ATfEjOx8Hww2q2/C58tD7Dn4VdkCsUQSWiExKTg7fdkJGZIq8DlZ3y/fv1aLvnJzc0NN2/eZN8vXboUq1atkjMWQ0ND0b59e8yaNQtbtmxhQ16uXLmC69evIy4uTs6QmjZtGhuWosyzKAujo16hQgXMnz8fXbp0QdWqVdGvXz+dG9r79u3D06dPwePx4OjoCEIIhg0bBgBsxb6srCy52PkyZcrA0tISbm5urALJhw8fYG1tjTp16iA8PJxdNysrS+6cKAzMg6suDVVtEhoayr6+detWkfU7fvx4EEKwd+9e7Nq1C+np6di5cyeSkpJgbW2N1atX4+HDhzhw4ACGDh3Kbte+fXv8888/cm2pYugSQtgCRpry8+dPGBoaqlyjAJAenwUZt8znunAgWFtbs2FTHBwlDc7A5vhlIIRg3LhxcsuUxQxaW1uzcdjMxZeJw37z5o1c2ACQd+l3QCoJqC0oisLBgwcBSPWpi+OmYGxsjCNHjqBUqVK4ceMGevToAYqioKenp+DNl0VM03j2NRHtN9zDwcAIhP1Ix5vvKfjL/wN8tjxEeo4YIbHp+GPLQ3guu4kR+5/heURSnu25urqySY8ikQjv3r1D69atQQhhS07PmjULRkZGoCgKTk5OGDRoEK5fv45Vq1Zh0qRJsLS0xLhx4+Q0fM3MzFCpUiVkZWWp5aWXNXYAsKEWx44dQ9WqVVkFG11Rr149SCQStQomBQQEwMnJiVWW4PP58PDwwOfPn1G9enUMGzYMY8aMgbGxMUqXLq22woQsTIId4xVmyM7O1onHXFM6duwIQOrVLw6GDh2KUaNGwcTEBKNHj0a1atUASPMOmjZtys5ayDJy5MhCqZBIJBKNxyvbjjrJgl++fIGLi0u+27i5uUEikaBBgwZqGe8Foaenx16/ODhKIlwMNsdvydu3bxEZGanxlLa7uztev36tnUFB6s0RiUQF6tkWBZGRkWjatCkbMtOzZ0+cPHlS6bo0IWi+6ja+JymPJR3epCLmdKqBxitu4Wd6Drt8dsfqGNtC/ZjdzMxMjB49GhEREXjw4IHSdfT09CASieSWrV+/HlOnTlW7v7S0NFSoUAFJSUl49OgRGjVqJHfj5vP5ePnypVZl3jTh1KlTbLJrmzZtMHv2bDYZ7uPHj2jdujX7u1pbWyMhIQHOzs7w8/PDp0+fUKVKFTRv3lzl/kJCQthZgM+fP6NSpUoYMmQIDhw4AED6IJKfmkxRQtM0OyMUFhYGZ2fnYh7RvwWZlHH8+HE4ODigWbNmaucASCQSvHjxAv7+/hqPsU6dOujcuTNWrFihcF7lha2tLcaNG4dbt27h3r17Cp9bW1tj5MiR+PjxIypXroy0tDQcPHhQ4/A7PT099OvXDxUrVuTUQzhKLNyRyfFbUqtWLa3EUE+ZMkULo/kX5sZV3MY1AJQvX14u8z63F5eBEIInXxLzNK4B4NSL7+BTFFpWl48TXXklBNeCYtWO1TY2NsahQ4dw//595OTkwNraWi7Epnv37hAKhTh58qScSkhhPWRmZmZITEwEIQSNGjUCAJw7dw4TJkzAxYsXIZFI8lRxKA4+f/4MQFpV8fjx46xxDUgl9b5+/YqhQ4di8+bNiI+Px7Fjx/Dp0ye0aNECw4cPR4sWLVCrVi25UBJlnDp1CqVKlZILsalcuTIoimKNa0BaxltVaJqGq6srO1OhbRhZxq5du5YI4xqQeqednJzQsGFDpKenIzs7GykpKaBpGr1792YTjtXNjeDz+ShbtqxWxmhvb4/4+HiVjWsA+PHjB27fvg0vLy9069aNjeE2MjJCw4YNMXz4cKSnp+PKlSs4cOAAzMzMMGLECDg6OhZ6nDY2Nhg+fDhnXHOUeDgPNsdvi4uLC1tavUaNGrCwsMDQoUOxZMkSREdHK6zP4/EUpJ4kEonCRVyVku7KyM7OhpGREfT19ZGTk1PwBkUAsw+urq55lkuW0ASX3kZjyrHX+bYVsrQD/r4agr0Pv8otdy9rgfMTm2o81rS0NJibm8PExERBk7lnz54YN26cnKGpLXbv3o3Ro0ejRo0aeP/+vdbbLwz79u1j47QBaaXFY8eO5btNQEAA/Pz80LdvXwwcOJD9DmmaBkVR+Pr1KwICAjB8+HBQFAV/f3+5mGsDAwOYmZnBzc0Nd+7cwbZt2zBo0CC2dHdKSgrMzc0LHPunT5/g5OQEQPn5pQnLly/H/PnzAUjlGJUlBpZEGGUjS0tLJCXlHVqlDEIINm7ciOTk5EL3z+fz4evri+DgYLkCQ6pSt25dNG/enJUiBaS/LdMeo6JiZWWFHj16wN7eHo8fP8aDBw/yVFjJjb6+PurXr49WrVqxY+bgKMlwBjbHb4usARwdHQ17e3v2fWZmJoYOHZpnSARDRkYGdu7ciYoVKyI0NBQikUhO4cLPz48tgEMIAUVRiImJwbhx4/Dnn3+iWbNm+PHjB27dusUmo5UuXRpxcXHa3NVCc+XKFXTq1AlA3hrjhBB8+pmBNusUE0YZKlob486MVhh36AWuBCkWa7kypRmq25lpFC/JqIwA0qI1RVEhDpDqDz979gx///03Zs6cWSR9qoK/vz/EYjH++usvPH36FKmpqXIa2wXh4OCAmJgY1K1bF8+ePYOLiwtCQkKgp6cHPz8/ODo6svkJQqGQLeyUG1k5PIqisG7dujzDdLKzsxEVFcUa2OPGjSt0YZbcxMXFwdbWFoA0uVmdEJjiZtmyZViwYAEaNGiAwMBAtbalaRpPnjxhi94UBnd3d3Tr1g1bt24tdNIkj8dDpUqVWPnUz58/IyMjQ+l6jRs3RsuWLUEIQVBQEIKCghAdHa1gbBsYGMDOzg4uLi7w8PCAnp4eF3PN8cvAGdgcvy2yF+KxY8di+/bt7HtCCP7++2/88ccfMDY2RqVKlQBIDe/Lly9j8eLFSEhIkKuwpwqMkZ0Xbm5uOHbsGFxdXdXcG91w7do1dOjQATY2NggPD4dQKMzT69d312MEflauY7uwiwu61nZEwxUByBErhoOs7e0OH3cHCPiaeSubNm2Khw8fIjAwUOdFYRju37/PGmsl8XI5ceJEbN26Fb6+vqycniqcP38eXbt2BSCVjMudeGdkZISsrCzw+Xzs2rVLroBTbtasWSNXMXPnzp1YsmQJli9fjiFDhqB37955PszWqVMH58+f1zjUgTk2mjRpkmfcfkmCEAI/Pz+MHj2aXVbYmHFCCHbv3q10Zq4gTExMMGHCBHz58qVAh4M2MTExgYeHBzw9PdmQuaSkJGRmZoIQAmNjY1Z55OfPn7CysuK81hy/FJyBzfHbkpCQABsbG/b9gQMHlFZeA5SHezRt2pS9UY8fPx7Ozs7o2bMnVq1ahfPnzyvVfxUKhXnKVhkYGJQ4xQWhUAgXFxd8+vQJgNS7lJyczE77M4glNJIzRRj4zxOExKbJfda3Xjms7FELq66GYNudT0r70YaBzehC8/l8CIXCIou/JITA3d2dLQ9f0qhQoQJ7LF6/fh1t27ZVedvMzEwFOcrBgwez8dXTp0+Hn58fatWqpVTyMjcPHjzIt3Khvr4+W2Dp4cOH6Nq1K37+/IkRI0ZorNRStWpVfPz4Ed++fdNaXLIu2bVrF8aMGcO+P3XqFHr06FGotiQSCTIyMvDPP/+w8pWqoK+vjwEDBsDGxgbbtm1T6nHWNRRFwcrKCg4ODrCzs4OhoSEAqYSqk5MT3N3d0bRpU6Ua4xwcJRkuQ4DjtyV3YYPBgwfn6ZHObTgRQnD//n3cvHkTDx48wNatWzF16lSULVuWLbOdm/79+7OVIfv27YsfP37g27dvCAsLwx9//KH21G9RoK+vj/DwcLZYD03TSmNABXweLI314D+lGfYOrYdRzSpjcmsnXPdtjpU9auFQYAS231VuXAOAi705+DzNpnaZwhwtWrQo0uQmiqJYo5XH45W4h6R169axoRxM6IWqGBsbY+TIkbCwsEDjxo3h7++P/fv349u3b/j27RtWr16Nhg0b4t69eyrF5jZt2hQrV65Ew4YN4e/vzxpLgFSJJCcnB9nZ2fjy5QsaN27Mhpb8888/aNKkCcRisVrjl4Upx7158+ZCt1FUJCUlyRnXO3bsKLRxDUjjkU1MTDBq1Ch2Nq4gSpcujWHDhsHOzg5HjhwpFuMakF5rExIS8O7dO9y4cQMXL17ExYsXERYWhpycHNSvXx9btmwplrFxcGgC58Hm+K0RiUQYOXIkDhw4gFatWuH8+fMK3tnCkF8YCEVRuHXrFnvD/1XYvn07xo8fj7179+apKAIAIgkNCU2QKZQg8HMCDgZG4PEnxQcOBm0lOfbr1w/Hjh1DTk5OkVdue/PmDWrXrg1AWgFUtihOcSKRSHDv3j2cPHkS27dvh7+/P6sBrU1MTEzQqVMntUMIMjIycOrUKfTp00fO2GaQrVbJYGpqirQ0+VmSuLg4PHz4MM9S8Js3b8bkyZMBSEvOMxKGJZXcMwfaysugaRo8Hg9BQUF48uQJK9Uoi42NDTw9PeHp6Ynk5GScOnUKsbGKeRPFTefOneHq6gojI6PiHgoHR6EQFLwKB8evi56eHvbv3896P+Pi4iCRSNSWycvIyACPx2Mv9vfv35ebCo+OjoaRkRG+f/8ONzc3rY2/KOnQoQMAqYGSn4Gtx+chI0eINuvuIjFDWGC741s5QSyhNY6/fvLkCfT19YulLLJsmWsm0bI4uXXrFggh2LJlC86dO8cm0Gqrql9ubGxsVAoRyY2JiYnSoioMFEVBIpEgKysLZ8+exaBBg5Ceno5+/frh6NGj7HoVK1ZEVlYWDAwMkJmZqWCUM8Y1APj4+Kg9zqLG2NgY4eHh+PjxIzp27Ki10CPme6lRowbc3NyQk5ODmJgYZGZmQk9PD/b29jA1NUVGRgYePHiABw8eaDRroEscHR0545rjl4YLEeH4T9GyZUuUKlUKFEXh0KFDKlfOMzU1ldNYzh1nmpyczJau/lVhSko/e/aswHVNDQTYN6weLI2VK0swzOlYHe1d7TQ2rgMDA/HlyxcFGcWiokqVf4vl7Nq1q1jGIEv37t3Rpk0bnD9/HgBw5MgRANKEQW1D0zRiY2N1VkiGx+PBxMQEAwcORHh4OFq1aoVjx47ByckJFEXBwcGBVZfIycnBmjVr5Ly9sqXsU1JSiuUBrDBUqVKFfahNS0vTatVYJhnQwMAAAoEAAoEAwcHB+PLlC+Li4rBu3TrcuXOnxBrXfD4fZcqUKe5hcHBoBGdgc/xWUBTF/ilj/fr17OtBgwapXOmxS5cu2LlzJxITExXaXrBgAapXr174QZcQmOn3+Pj4AtcV8HlwsTfHlSnNMKxJRZgb/jsZxqOANjXK4NjohhhTiCqOyti5cycA5CkVp2uYQiAA1Kq0pwu+f//OJrKtXr0aM2fORPny5TF9+nSdPOD9+eefEAqFGldFVYUqVargr7/+AgA28TZ33sTcuXNha2vLai7L6j//qoVHcnJyULduXa2Er8nStm1blCtXDtWqVUO3bt1w48YNlCpVSqt96AI7OztOMYTjl+eXi8GOiorCvHnz4O/vD1NTU7Rq1Qp79uzBxYsX4e7ujnLlyhX3EDmKEWWGdUZGhpz3uUaNGggJCQEAGBoaqlzoIHf7YrH4l7sJrF27FosWLUJ6ejr09fVBURRMTU3lkjb379+PwYMHq9Qe/f+XD5GYxpf4DIgkNBxLGcPKRF8rYSGANE532bJl+N///scmYhYHzG9/+fJlVju8OLh06RK6dOlSJHJ0NE2jTJkyqFq1Kh49eqTTvmRhqh2eO3cOo0aNynM95vbF5/PZ4+Lt27eoWbNmkYxTG1y5cgWLFy9mQ6C0VYRq5cqVctUyPTw88OLFC1AUhdOnT+Pdu3da6UcXdOzYEZ6enr/c9ZWDQ5Zf6nF/x44dKFu2LPbv348GDRpAIBBgz549AKQexvLly4OiKIwZMwZv3rwp5tFylBRyy5Ax1R0BaZU+xuN9//79AtuSrXZYtWpV7Q1SR5w+fRqDBw9GjRo1QFEUpk+fzlbwa9WqFWbMmIHatWvDxcUFU6ZMwaNHj1Q2rgGAR1HgURQM9Piobm+OmmUtYWUinaLXhnENSB+QmOI+xVmghwmRYMqUFxdMsuXLly91/rAxa9YsJCQkYMqUKTrtJzempqawsbHByJEjIRKJQNM0KlWqBGtrawWVmy1btsh9D7LVJ38FOnbsiMDAQJQqVQru7u5qb0/TNEaOHAkHBwcsWLAAs2bNgp6enpxx/e7dO7x8+ZJ9QC0qDfnCoK+vDw8PD8645vjlKfEe7Pj4eLnCFzweD2/evGGnQiUSCX78+AFfX1906NABp06dgr+/f4EVxTh+Txgvo52dHUaNGoWlS5eyn8kWm5kwYQI8PT3Rq1cvdlrW1tYW//vf/zB+/Ph8+5A9Jkvq6UPTNGrWrMmW9i5dujTc3NzQvn17jB8/XutT0bqkVatWuHPnDmbPno0VK1YUyxhk1S5yz4gUB8xxrmtFk3LlyiE+Ph6ZmZklqoLenDlzsHLlSnh4eODVq1dyn7m5uZVo76wyTp06hV69esHa2lqlEC2Ge/fuoUWLFnl+fuHChTxDe3bs2FEi1UM8PT3h7e1doo43Do7CUOI92LLVwQDg27dvcnGGfD4fDg4OOH78OIYNG4bLly9DLBZj0qRJ8PX1VckryfH7ERsbK2dcA9IbCnPR3rp1K4YNGwZTU1N069YNvXv3RlZWFm7fvl1g27IFD7p3767dgWuJNm3asMa1n58f4uLicOvWLcyaNeuXMq7nz5+PO3fuoEKFCsVmXAOQ85CWhDjfTZs2AQACAgJ02s+oUaOQnZ0NJycnVrO6JDBs2DAAYI3rZcuWsRrgnp6exTauwrJ27VoA0uJYqkgMRkdHw8fHR864nj17NquO5OvrC0JInsa1RCJBo0aNNB+4luHxeGjYsGGJdVxwcKhDifdg37x5E23btkVAQABbxEMVaJqGu7s7qlevXqTlXzmKFx6PV+DFWZND/siRIxgwYIDcsmrVqqFGjRqYPn06GjdurOB5CQoKgqGhodpFQDTB0tJSrqJbaGjoLxHSIkt6ejrMzMxAURQyMzOV6igXJWXKlGFl8KytrZGQkAATExPs2bMHvXv3VqmNnJwcJCYmokyZMmzcsFAozHPfpk+fjrS0NKxevRrm5ub4+PEjtm/fDj09PaxatQqAtIBLtWrVtLOTSti4cSPmzZsHS0tL3Lt3D5UrV9ZZX+rw+vVr7N69G927d0fr1q1hbm6OtLQ0rFy5ErNmzSru4alFbGws7O3t2fczZ87E33//DUB6L8vOzoaxsTGys7NhamoKiUTCrtutWzdMmjQJrVq1UrvfAwcOFHvIkyzNmzdHq1atOO81x29BiTawx48fj+DgYNy7dw8RERFymfyq4OLigg8fPnBPw/8xPD098eLFC6Wf0TSt0cWbMfryIy0tDaamphAKhTAwMGCXx8bGwtbWttB9qwNN04iPj0fbtm3x9u1bLFiwAEuWLCmSvrUFk8xnYmLCxo0XJxkZGWjXrp1Csl/FihXx8eNHCAR5lxVIT0/Ho0eP0KNHD3Zf3NzcQNM0vnz5gq9fvyrIkm3duhUTJ04EIA0JUXYdq1u3Lp4/f67prhXIvXv30LZtWxgaGuLSpUv5lkMvLpjk5fDwcDlZxV+F3Nel6tWro1+/fli4cKHS9c+cOYNOnTrJXWPUgaZpZGRkYMuWLVpLrNQEW1tbjB49mou95vhtKP65zjzYs2cPtm/fjnv37mHnzp1qG9fAv8lsv0LpXA7t8fz5cxBC5P7WrFkDsVissWfE1NQUhJB8vT5mZmZo06aNwo2vKAwhBh6PhzJlyuDGjRsAgKVLl8LQ0BCurq5ysmYlmatXrwJAgTHxRYWJiQkePnyImzdvssfY0qVL8fXrVznvI0NCQgLu3buHZ8+ewczMDO3bt5d7UAgKCsL79++RlZWFTp06ISEhAUKhtHDP2bNnWeM6ICCAlS2rWbMmkpKSEBERgWfPnhXZMdW8eXO8ffsWOTk52LBhQ5H0qS49e/YEIC0Xb2JiorSKYUnlxIkTAIBFixbB19cXgHRmQplx3b9/f0gkEnTr1q3QxjXwr/54u3btCt2GtuDxeHlW6eTg+FUpsQY2E2PYvXt3jB49ulBtZGZmApAaF5wX+7/Nn3/+qVXPSKVKlUAIYY+xS5cuyVXRUxYbKxuyUVSUKVOGvYHm5OTg/fv3WLBgQZGPozAwiiErV64s5pHI07p1a9StWxcAMG/ePLRp0wbx8fFyhuf06dNhY2ODFi1aoH79+gAABwcH7N+/Hz9//kRCQgL+/vtvZGRkYOnSpXjx4gVsbGxgbW2N1atXs9KRZcqUgZeXF6KjoyEWi/H27VtYWlqifPnyRR5rXK1aNQgEAtjZ2RVpv6oybtw4dhYhMzMT3bp1Y8/Pkg5T5Onnz59Yt24dDhw4gKlTp2LhwoUIDAzEpUuXAEgLxxw+fFhreQA8Hg9169Yt1rh1iqLQpUsX2Nract5rjt+KEhsicufOHbRq1Qpbt27VyIN19epVdOzYsVgVCDj+Wzx8+BBNmzbFxYsX0blzZzg4OLDFMorrdEtOTsbLly/RunXrYh2HOjCzDc+ePSvRiWsSiQSWlpawsLBAeHg4VqxYgSVLlsDZ2RkjR47E4sWLkZmZCQ8Pjzyr9R06dAjz589HZGSk3G/TsmVLlRJviwo7OztYWVnh3bt3JdIYevbsGYRCIc6dO4c1a9bAyMioxBvZycnJbPGXjx8/Ks3VkFWx2bRpEyZNmqTVMRBCcPbsWbx9+1ar7apChw4d0KBBAy7umuO3o8Qa2IQQ1K5dmz3hNRnmkiVL2Km2Hz9+cCVYOYoc5uZR3KcbMw4mTrykkpKSwioiSCSSEqHckR+bNm1itaIpikKzZs1w+/Ztdtz+/v5o06ZNgWW8fX19sWHDBggEAhgaGuLTp08l6nq1a9cujBkzBlevXkX79u2Lezj5UlLOuYIYOHAgDh8+jEqVKuHTp095GprXrl1jS6tbWVnJFYfSFOY78vf3x7Nnz7TWbn7weDx06dIFHh4eRdIfB0dRU2LvWhRFyZ3omiRhyE6J29raFmlFMo7/NlFRUTh8+HBxD0OBkixf2bt3b9a4dnBwKPHGNQCMHDkSpUuXBp/Px7Vr13D37l25cXfq1KlA4zo1NZUNMwkKCkJaWlqJMq4B6X4aGhriyJEjxT2UfJk5c2ZxD0FlJkyYAAAYMWJEvl7c9u3bs7HaiYmJWs1NYIpteXt7o3v37jAyMtJa28qwsbHBiBEj2KJJHBy/IyXWg80ge8HRdKjabIuDoyBkvbAAMHXqVKxfv75YxvLkyRM0bNiQfa+pmoqumDJlCpt/AUjPWbFY/EsY2efOnUO3bt1w7tw5+Pj4qL29h4cHXr9+jQ0bNmDy5Mkl8vcBgFq1auHDhw8QCoUlaowPHz7EiBEj8OnTJ4jFYnZ5VFQUHBwcinFk+VO6dGnEx8fj/fv3qFGjRoHrr127FtOnTwegm9kdRhbw/PnzCA0N1WrbFEWhUaNGbKhaSQwz4uDQFiXewJadFuMMbI5fidzGR3Eec7JjySvOs7hhtH67dOmCo0ePypW4t7S0xLdv30p0WEtaWhrs7e1Rs2ZNPH78WK1tly9fjvnz5wOQVgq1trZmP/P398fRo0cxffr0QpXS1jZeXl64fft2iQm3o2kab9++zTfUoKRe7ydNmoQtW7YAUG+MAoEAEokEDx48QJMmTbQ+LpqmwePxEBoaisDAQHz58kWj9vh8PlxcXNC4cWPY2dmVqAczDg5dUeLdQoySAKC9i6RsVTYOjqKCmYalKKrYijuIxeJiM6537twJU1NTdO/eHadPn0a7du2waNEiREREICIiAnPmzAEhBF5eXjA2Nsa6devYbZOTk2FmZsYqcpQ0JBIJjh8/joyMDERFRam9vYWFBfu6cuXKGDlyJPr06YPSpUvD29sbhw4dQu3atbF9+3ZER0drc+hq87///U8hhK84Wbx4sVLjeuTIkexrZ2dnzJ07t8RJ9zHGdUREhMrbxMTEQCKRwNHRUSfGNfBvtVInJycMGTIEkydPRoMGDeQeelXBysoKrVu3xvTp09GjRw/Y2tpyxjXHfwfyCwCA/Sssnz9/1rgNDg51EYlEZMGCBXLHsDaOZ3UYP368XJ99+/bVST8SiYRs2LCBTJw4kUgkEuLr65vnfsv+Va9eXe790qVLCSGE0DRNli9fTpYtWyb3+eXLl3Uyfk1YuHAhO75NmzYVqo0XL16QxYsXEzs7O7n99fb2lns/fvx4LY9ePSIiIggAcvjw4WIdBwPzvZQvX56MHz+e2NrakkaNGhGRSET27duncLzdu3ePhIWFFeuYJRIJ2bNnDwFARo0apfJ2CQkJhMfjEQDk6tWrOhyhPDRNE5qmCSGEpKamkvfv35OAgABy/PhxcvDgQbJ//35y6NAhcvLkSXL//n3y6dMnkpWVRQiR7isHx3+RX8balL1A3r59W+3tr127RgCQ3r17a39wHBxqQFEUeyxv375d5e1EYumNKiE9h3yITiGpWUJCCCFiCZ3nNkOGDGH7srOzIwYGBgQA8fHxIREREZrtyP8jkUhI3759iZGRUZ5GdN26dcmkSZPI2LFjycWLF8mUKVMU1uHz+QQACQkJUegjJyeHXa9y5crExMSETJs2TSvj15SMjAx2bKdOndJKm3fv3iW3b98mb968IYQQsm3bNtbwHj16tFb6KCwzZ84kAMizZ8+KdRyEEPLt2zeVHlaTkpLY44v5e/LkSRGN8l9EIhERCATsGHg8Hvn+/bvK2wcHBxMAxNTUVIejzJusrCyycuVKcvPmTZKRkaF0HbFYzBrjHBz/ZX4ZA3vv3r1yF8d169aptT1zYeI82By64u3btyQgIECldU+cOMEejz4+PgWuLxJLSExyFhm+7ympNPsSqTDrEqk6z59MO/6KpGUJSUZmltz6e/bsIZMnT1YwYmfMmEGsrKwIAFK/fv3C7KYC8+fPJwCIvr6+Qn95GZxpaWnE1NRUbt2kpKR8+9HT01No39nZucg9ZGKxWM4oMjQ0JACIo6OjTvtt0+l7dZYAAPyfSURBVKYNAUD27dun034KYurUqQQA6dq1K4mJiSnWsdA0TYYNG0YAkLlz5+a77qhRo+SOnYMHD5K4uLgiGqmUGjVqEADE2tqa1KxZkwQFBam87bt379hjjaIocujQIR2OVDmBgYHs98d5pjk48ueXszZpmibu7u5yF8rY2NgCt3v79i1nYHPoFOb4Gj16NAFA/vrrL/L169c8109NTWW3+fnzZ75tp2eLSJOVAaTCrEsKfz5bHhCJREI+fPhACCGkffv2Coboz58/iYmJiZwhXKVKFbZ9iURCxGJxofa7f//+BAAZPHgw8ff3J3///bdKHiyJREJu3rxJmjRpolJoxYcPH8iQIUPkwjEAkFevXhVq3OpA0zTx8/Mjnp6epHz58gQAGTFihJzBoWuYfq2srIhIJNJ5f3khEonY37x9+/bFNg6GunXrEgBk2bJlBa578eJFYm9vL3f89O7dWy4EQlfcvn2b7TM5OVnt7Z88eaJwXhclcXFxxNPTkwAgrq6uhb5ecHD8V/glrU2xWEyWL1+udCqa8cqJxWKyZMkShc83bNhQzKPn+F1p3bo1qVWrlsIxd/fuXYV1s7KyyNChQ9l12rVrl2e7IrGE7Lr3SalxzfzdCI4mYR/DCSGEuLi4yPV/8+ZNQgghsbGxZPny5XKhHA4ODqRnz54KY/7y5cu//YtEpHXr1uTIkSPssnfv3rH/mW327t1bqO8tPj6e9eqpSlpaGmnWrFmBoQpZWVlk2bJlZOjQoeTvv/8u1PgIIaRmzZrsfpYpU4ZUrVpVLrSlKOJhExISSMWKFdkQgeI2cGrXrk1Kly5drGMghJCuXbsSAHmGLCiDmXXJ/cc8pOqC3bt3s/0UJn6diX3P/bd27Vpibm5O9uzZo4NR/0vfvn0JALJy5coCZ5s4ODh+UQObQSKRKL3g5PfHwaFrGI8a81etWjWFdZhwB3d3d9KnTx823CEvz2TfXY/zNbBnn37Drsv0yxjBuRGJRGTIkCEKnrzcf0+fPmXjVi0sLMjSpUtJbNy/nvak5BSyfv16Ym9vT3bu3Fno7yssLIzts3r16ipPPTPb5Gfc5k6QnDx5stpT27KeR1nD4u7du6Rhw4bk/v37arWnKY0aNSIAyLFjx4q039yYmJiQzp07F1v/kZGR7GxNrVq1CtWGRCKRSyqdNWtWoccjEolIenq6wvKPHz+SNWvWEDc3N7afo0ePFqqP+vXrEzs7O+Ln56f0nA0MDCz0+JUhFouJn58fqV69OuHxeGTjxo1abZ+D43fmt7E4nz17pnCxcXR0JNOmTSvW6VSO/x6WlpYKx2JOTo7cOszyT58+kdjYWPZ9vXr1lLZZGANblYTenJwccujQIXL79m1y8OBBpTft0qVLk+APH0haZjbZ+/AL6bvrMem94xHZeusjSUjLJClpikaFOtA0TcqUKcP2t23bNpW2Y9YPDw/Pc5379+8r7I+hoSE5ePCgyuPz8vIiANiEw+LG2dmZANBakmph0dPTIwsWLCi2/gcMGMD+piNHjtSoLdn4bFUURkJCQkifPn3InDlzyObNm+WOr6FDh5L09HRy/fp10qtXL4Xj78GDBxqNlSEnJ4cEBweTFi1ayLW/atUqjdpNSEggPXr0IG3atCE2NjYEAClXrhxZuHBhsc+acHD8Svw2BjYHR0khMzNTqaHKyMsxIREA2LjPixcvssv09fWJs7Mz6y0ViSVktwohIi9evSb+/v5sO/Pnzy/U+OfOnSs3brFYQhLSc0ir1bcV+q237Ab5Gp/OKpwUFqFQSMaNG0eAf0NaCoIZ3+3bt4mnpye5e/cukUgkZNWqVaR06dIK3//FixfJli1biL6+vloJnr179yYAyIoVKwq7e1rjxYsXhKIo4u7uXtxDIdbW1sTKyooIhcJi6f/q1aukWrVqBJDGpWuKrMEeHx+vdB2apsmIESPUnjlt3LgxAUAEAoFOkgPHjBnD9tWoUaNCtyMWi0nz5s0JIFUdGj9+vNYeCDg4/mtwBjYHhw5ITU0l69evJzdv3pS70b548YJ9/e3bN7lt9u/fz8bYAlIJrypVqpCzZ8/mm+TY9f+THGVv/EZGRqwObWFgQkOY8JYpR1/ladz32flIo++KgUlErlmzpkrrr1mzJk+DxsHBgTg7O5MZM2aQfv36kQkTJpDMzExCiNRgNjMzU6mPrKwstk1VFWJ0ydKlS9Xy8usSCwsLUrly5WKVZPvx4wcBoPLvmR8ikUjuGKpatSqJiooioaGhJCEhgTg6Osp9bmZmRgIDA9mch8mTJ5OoqCj2cycnJ7Jnzx4ikUjk5AQBkJcvX2ph7+VhYtEdHR0LNWsrFArZOOtr165x3moODg3hDGwODh2TV+hFXuQOd7K2tiapaekkNiWLjNz/jFSec5mV6Zt+4jVJTs8iz1+8IPr6+mTu3LmFUijIjUQiIdbW1mT27NkkJSOLOM/1z9eD/i1R9QSz/Bg0aBDR09NTyUDIzs4mfD6f1KtXjxw9epTUr1+fDY3Jz+gbPnw40dPTU2k8X79+JQBIjx49VN4HXfL06VNiYGBAeDweMTIyIsOHDy+WcQQEBBCKotTScdcFDx8+ZD3D2kAkEpFu3boV6JHOL+4+JydHafiObBiULhISxWIx235hvORBQUEEAGnRooXWx8bB8V+kxJdK5+D41enRo4fc++PHj4MQkuf6np6eIIQgNTUVQ4cORUJCAmpUr4ZPwa+xe7Anns9rg+tTm+P5/DZY3csdN65ehm2ZMvjx4weWL18uV3a7sPB4PMTHx8Pe3h4J6TkQSuh8149Jzta4T0BaMlokEiE2NrbAdQ0MDCAWi/H06VP07dsXT548ASEEx48fz7ccs7GxMcRiMZ48eVJgH69evQIADB06VOV90CX16tVDYGAgypcvj6ysLJw5cybfY0lX3Lx5E4QQVKhQocj7lqVy5coAALFYjPLly2vcnkAgwJkzZzBmzBiF5QAgkUhACEHTpk3zbENfX1/pWKKiopCUlAQAGD58OBwdHVGuXDl8+PBB43EDAJ/PR/369QEAe/bsUXt7FxcX9OnTB+/evUNaWppWxsTB8V+GM7A5OHSMkZER2rRpw77v3r27StuZmZlhx44dAKQ35yaNG6Fu3brYvnENAs4ewuF9/8DZ2Rm9evbEggULYGlpqfWxf/36FbYWxjA1EOS5Dp9HoVJpE437Sk1Nxb179wBIjWBdMWfOHNjZ2aF169Y4ceJEvut+//4dANCyZUudjUddwsLCkJiYCEC6L/k9TOiKZcuWQV9fH1evXi3yvmWxs7PD1q1bAQDfvn3D6dOntdLujh07MHnyZIwZMwZJSUkQiUQghIDHK/wtUyAQwNLSEnXq1AEAREdH4/v373BxcdHaQ9KFCxcAAKNGjUJoaKha21IUhenTpyMxMRFBQUFaGQ8Hx38ZzsDm4CgCGA9oUlIS6w1TBQMDA3z69Anz588HALx8+RLz5s3D+PHjMW7cOISHh8PS0hIrVqzQxbDRvn176PMp9KxbNs912tSwhY2pgcZ9yRoZ1tbW2Lt3r8ZtKsPBwQH//PMPMjIy0KdPH3To0CHPde/duwcjIyOYmprqZCyFYeDAgUhNTcW6deswY8aMYhkDj8eDvr4+UlJSiqV/WcaOHcv+Prt379Zauxs3bsSOHTu0/uD67NkzXL16FXPmzGGX8Xg8HDp0SOO2bW1t2dfVq1eHo6MjPn78qPL26enpAKTnHwcHh2ZwBjYHRxFgY2MDQOqlVZfKlStj6dKlINKcCRBCkJSUhKNHj+LevXtISkqCnZ2dtocMQGpgP3jwADPbOaNRZcWbrou9Of7uURMSOv8QElVgvMUMN27c0LjNvOjYsSMmT54MALh27Rq+fPmisA4hBCdPngSthX3TBg8fPoRAIIBIJELVqlXh6+tbLN5rQGokZmRkgM/nF0v/sri7uyM9PR0ODg5Ys2ZNcQ+nQHg8HkxNTeWOOYqiMGjQIK20f+vWLfZ1dHQ0qlevrvK5dOjQIVhYWKBs2bwfqDk4OFSkWCK/OTj+Y1y5coUAIGfPni3uoRSKJ0+fEkIIuRsSS+adeUtmnXpDrgXFEImEJiItyY4hVyKZJiooqnLs2DECgHTv3l3hs+fPnxMAxNvbW+fjUAXZSn6PHmlHuUUdJBIJCQwMJDk5Oayk4vnz57Xej0giISKxhIglNBH+///8YCQZfxX++OOPPJMntUVGRgaJj48nmzZtIsbGxqwqSn4kJSURAGTx4sVaGwcHx38ZipBiyJDh4PiPIRKJ4O3tjdu3b6Nz5844evQoDA0Ni3tYapGYmIjQsI9oUL8eeDwexBIaAr72JsHu3LmDVq1aAQCqVq2qdgxpYTE2Noaenp5CuEPp0qURHx+Pbdu2Ydy4cUUyloJYvHgxFi1aBECaEKqNxL6CEIvF8PHxgb+/PwCpt5XP56N58+a4ceOGRnHJDBKaBp/HQ2KGEI8+xeN9dCoyhBJYGAng6mCBJlVsYGLAByEAj/ev114sFqNBgwZ4+fIlJBKJVsaia8qXL49v374BAMLDw5GQkID09HS0bNlSJ+NPTU1lE58rV66MT58+KV3v0aNHaNKkCcaMGcPmfnBwcBQezsDm4CgihEIhvL29cfPmTQBSg7VUqVLFPCrVef36NTw8PEBRlM7CJpiQh5SUFJibm+ukj9x4enrixYsXuHz5Mjp16sQut7Ozw48fP+Dn54cRI0YUyVhUYfTo0di9ezd69OiBU6dO6bSvxMRE1KtXD58/fwYgVaro378/jh07hsmTJ2slJENCE8SmZuOvyx9wLTgWYlrxlmQg4MGntiPmdKwOMyMBvkdGomvXrnjz5g27TlRUFBwcHDQej645ceIE+vTpw74viltwaGgoqlevDgBISEiAlZWVwjo0TYPP58PY2Bjp6enFFn7EwfG7UPIf9zk4fhP09fVx48YNVgKsXbt2iIuLK+ZRqQ6TAEUIYV9rG319fQDAzJkzddK+Mk6cOAFjY2N07twZFStWRN26dbFz5078+PEDAFhlk5JAQEAAm8in7QTD4OBgORUOmqbRpEkTfP78GQMHDkRGRgbEYjEOHDgAGxsbnD59mlUz0YRzr76j7bq7uPwuRqlxDQA5Yhonnn9Dq7V3cD8sHg4OjnIJfQB+CeMaAHr37o2EhAT2vVAo1Hmf1apVw/DhwwEA//zzj8LnsbGx+PvvvwFI8y4445qDQ3M4DzYHhxaQvSGpMlX94sULtGzZEm5ubrhx40aJUqnID9n91MWl48aNG2jXrh0AoFOnTrh8+bLW+1DG3bt3lUrxlS5dGkePHkXr1q2LZBwFIfv9Z2RkaE3O8OzZs6x85IABAxASEoIXL14AkD7sMMYXg7+/P3x8fGBnZ4dJkyahX79+KFeunFp90jTBmZffMf3UW7W2E/Ao7BpUB57lTGH+i5w3uZkwYQK2bdsGQPogo0uDlhCCM2fOoGfPnjAyMkJiYqJceFpycjI7k9aqVSucO3euyGaPODh+ZzgPNgeHhuSWweLz+TAyMsp3m7p16+LatWsIDAxEvXr1dDk8rXLu3Dn2dUBAgNbbb9OmDRo1agQARarF26JFCzZ0B5DKI3p7eyMuLq7EGNeA/Hf+7t07rbT55csXOW32w4cPs8a1lZWVgnENSB9+rl69CkIIZs+ejQYNGrAKOYQQbNiwAT179mSlFg8ePIhevXqhSZMmSEtLg5im8S0pE/POqf8bi2mCP0++hYTShyQPj3dJR1YxZ/Xq1TrrJycnB/3790fPnj1RpkwZvHjxQs64joiIYI3rESNG4NatW5xxzcGhJTgDm4NDQ5ycnBSWZWdnFxha0LhxYwBASEgIKIrCggULdDI+beLj44OpU6cCgE7ikgMCAvD48WMA2jMgVaV169ZsTHHDhg1x6dKlIu1fFby8vODq6gpAOsZly5YVui2aptG9e3e2GiIgfYBycnLCjRs3kJKSgrCwsDy3b926Nb5//45r164hLi4Ow4YNw9evX+Hl5QVfX1+cPn0aw4cPx9mzZzF48GCcOnUKjx49Qvv27SHg8bDwQjByxIWL5U/KFGHl1RDwftFIhvPnz6NGjRoAgFmzZumkj9evX6Nx48Y4fvw4Ro4ciZiYGLbPpKQkTJ06FVWqVAEgDQvx8/PTyTg4OP6rcAY2B4eG5DW926JFiwK37dKlC/taE2OpKGES3mrVqqX1tpnwkDVr1hSLJ+3KlSsAlD80lRSCgoJYD/OCBQsgkUjUboOmadSpUwdnz54FIK1cSAiBj48PPn78iDZt2sDc3FylgiNt27bFqFGjcObMGVSqVAl37txBp06dMHv2bADSyqV6eno4efIkAOmDWWRCOu6G/VR73LKcfx2FDKH6+15SuHjxIvu6ML9hQcycORMvX77Erl27sHv3bjZsLScnB9WqVcPGjRuxYMECpKamFntFTg6O3xHOwObg0ALk/wvA1KxZE4DUE6iK0saFCxdACEHDhg0BAJs2bdLpOLXBzp07YWRkhIsXL7LeZm1w8OBBthz1lClTtNauOvz8KTX6SvrvIPtw8+DBA7W2pWka1tbWrAJH06ZN2cTbwrJ9+3b4+/vDxcUFc+fOxeXLl7FixQo8ffoUCxcuRHh4OHr27AmKotCoSVPcCYuHpiH82SIajz/F/7JhIlWqVGEfzs+cOaP19hk5x+vXr7PLsrKy0LFjR/z8+RO7du3CwoULYWZmpvW+OTg4OAObg0OrvH37lvUEqpO4xKg3TJkyRWlVwZKEnZ0dcnJyAEBrSYjZ2dkYPHgwAKkByFRZLGrevpUm3AUGBhZL/6oiEAjYpMyWLVsiJCRE5W0TExNZBRIDAwPs2rVLK2Pq2LEjgoODsXz5cnZZvXr1sGjRIlave+rUqahe1Rnvo9WvaKqMoKhU0L9wnv7AgQMB6Caf4evXrwDAzlLExsbC2NgYt2/fxp07dzBq1Cit98nBwfEvnIHNwVECkJUYk42JLalUq1YNALB8+XIkJydr3J6slw2QekSLQr5MFtkZBy8vryLtuzDcvn2bfa3Od2VjY8PG4j5//px9XRSsW7cOPB4PqdkirbSXli0C7xeWlGN+Q+aBVVs8evQIAwYMACA1sGNjY9nY/d27d6sUvsbBwaEZnIHNwVFCIIRg6NChAP71pJZU3r9/r9X22rVrh7lz57KhMoBuYrzzQ1Za8Vfz7pmYmKi1PvP7aUPHujCY6Au00o6xgaBICrXogk+fPrFqIqtWrdJq20xMdc2aNVGqVClUqlQJOTk5OHr0KEaOHKnVvjg4OJTDGdgcHCWI7du3A4DGMbFFCZMYqAmGhoZYvnw5Hj16BB8fHwDIV8FCV7x69QoA4OfnB0NDQ2zevFlnRXW0Rd26ddWe9WAeXvr376+LIeWLSEKjhr12Elhd7M1/yaIoN27cYBNp27dvj9KlS2u1/RkzZqBVq1YIDg5G06ZNUatWLURERKBv375a7YeDgyNvOAObg6MEYWhoiAoVKiArK6u4h6Iy2jRAb9++jfPnz4OiKLx+/Vpr7apK7dq1ERUVhTJlyiAnJweTJ09GnTp1inwcqhAREQFAWihEXSOTSXCMiorS+rgKQsCj0LKa5galPp+HxlWswf8FtfrGjRvHvlamM64pZmZmuHjxIurXrw9AqnXOJTNycBQtnIHNwVHCWLhwId68eYP4+PjiHkq+MCoF2vBgM2RnZwMAypcvX+QhIgwODg748eMHnj9/DmdnZ3z8+BECgQBmZmZs4ZSSQFxcHCiKkpN6VEZkZCQSExMxefJkdOvWDRMmTICBgQEAwN7eviiGKgdFUahc2hQNKllp1E4HNztYGutraVRFS6tWrQAAP378gLu7u076MDExwa1bt9CyZUv8/PkTEydO1Ek/HBwcyuEMbA6OEkabNm0AAFu3bi3mkeTN9u3bWQNbFa1kVcjMzIS3tzcAqbZycVO3bl0sXLgQVlZWkEgkkEgkGDlyJObOnVvcQwMgVegwMzPDhg0bFD57+fIlqlatCmtra1SoUAHW1tbYvHkzzp07h23btkEoFMLZ2RmfPn0q+oEDEEtoLPrDFYJCep9NDQSY26lGsUr0icViCAQCUBQFLy8vnDp1Su7z/fv3w8LCArVr10ZmZqbcZw8fPgQATJo0SadjFAgEbN9cYiMHR9FCkV81Q4SD4zeF0YKWfV/SaNmyJe7evQtAqmChp6encZuXL19G586dAQAZGRkwNjbWuE1tkpmZySYTvnnzptg87LKMGjUKfn5+mDdvHluoyN/fH97e3rC0tETz5s1hYGAAPp8PJycnXLp0CQYGBli2bBn7IFdc0ITgnwdfsPzyB7W2oyhgQ293eNdygIBffD6iOXPmYOXKlXLL2rVrh9u3b0MkUlRJkT2P9+7di+HDh7PvU1NTdRLCsXv3bowePRoHDx5kJQE5ODiKBs7A5uAogeSOqaVpukQlc9E0DT6fD0B7DwDM/lEUpVKRnuKgR48eOHPmDN69ewc3N7fiHg5r9JcrVw6RkZFITU2FhYUFAKmWd4MGDYp5hAWz+/5n/H0lBGIVvNGGejws7+qGbh6O6NevH/766y+23HdRY2JigszMTAwdOhRDhw5ldcllWbp0KRYsWABAWq1R9sH548ePqFq1KgBpPD2jFa4tMjIy0KBBA1SoUEFrevUcHByqw4WIcHCUQEQiEZYsWcK+5/F4JUq6j8fjQV9fGv8aHR2tlTYZ7WlCiMKUekmDCY/RBnFxcRg8eDDKli2LsWPHqrzd8ePHWa8nE7bSuHFj9nNdxfZqmxFNK+HSpKZoWDnvmGweBbSuUQbXpjSDT21HLFiwACdOnEDt2rWLbqAypKeng6ZpjBgxAnv37kWLFi0gkUiwdOlSdO3aFUKhEIQQzJ8/n93G0NAQ/fr1A4/HA0VRrHFdtmxZlCtXTutj9PX1RXBwsFaPVQ4ODtXhPNgcHCWY3OEiABAaGsrenIsTPp8PmqZx5coVdOjQQeP2aJqGq6srQkJCkJWVBUNDQy2MUru8evVKTlVEVS/x9+/fUbZsWaWf9erVSy5+l6IouVkBExMTCAQCLF26FCNGjGBDZ1q3bo1bt25h165d6NOnDwCgTJkyqF+/Pk6ePAlbW9tC7WNxIJbQEPB5+BKfjrth8fgQk4qMHDHMDfXg6mAOr+plYG9pBDFNQ/D/54Orqyvev3+PHz9+oEyZMkU63vbt2+P69esICAgosCgRTdNo2LAhnj17Jre8S5cuaNu2LYYNGwZTU1Otj7Fr1644f/48fv78CRsbG623z8HBkT+cgc3B8Qvg7OyM8PBw9v3s2bPRvXt3UBSFOnXqKBjhuiYxMZFNbgwJCWErO2oKEyaSk5PDeshLGpcuXWKVO6ZPn47Vq1fnu76trS3i4uIAAKampsjOzsbEiRNZFRBPT0/4+vrif//7n9ysBUO5cuXw7ds39r2pqWm+0ojt2rXDtWvXCrNrJQKRhIbe/8dWE0Igpgn7nkH2wVMkEkEg0E7hGlUxNzeHk5MTXr58qfI2sbGxqFWrFn7+/AlAt7kVTKhQuXLlEBwcrJX47uzsbIhEIrx69YqtBlqSwtY4OEochIOD45fg+/fvBIDCX6lSpci7d++KdCyBgYFyY5gxYwZJTk7WuF2mvaFDh2phlLohMjKS6OvrEwAkJSWFEELI9evXCQBCURTZtGkTu+7SpUuV/mbK/pKTk8mbN2/IgQMHiFAoJDRNE5FIRAghJCkpiezfv58MHz5cbht7e3vi6+tLJk2aRFq0aEEAEBsbm2L5XoqSb9++EQCkZs2axdK/ubk5adasmcrr0zRNCCFk9+7dpH379oTP55M2bdqwy7WNQCCQO05CQ0NV3vbbt2+kVq1aKh+3s2bN0sk+cHD86nAGNgfHLwZN02Tbtm1kypQpZOvWrcTBwUGtm31+iEQicvHiRSIWi/Nd78ePH+wN1tTUlAAgPj4+Gvcve+Nu0aKFxu1pm8TERLkxGhgYEGdnZwWjY/HixaRChQrs+zZt2sh9VwCIo6Mj+3rChAkqjyE1NTVPg8nY2JhtOykpSUt7XfJ49eoVAUCmTp1a5H37+fkRAOSff/7Jcx2xWPpglJOZSb5/CCYfnz4ikUFvSFZ6GiGEkKjv38mMGTPIxIkTtTo2mqZJlSpVCADC4/HI2rVr2WOsVq1acuuKRCIyatQocvfuXXZZSkqKyoa17F9WVpZW94OD43eAM7A5OH5xDh8+TACQkJAQkpKSQjIzM8n58+fJ1KlTC/SQCYVC8vz5c1K/fn3SoEED9oZ56tSpAvvNyckh5cuXZ7fZsmWLVvZnyZIlBAApV64cIYSQnz9/kiNHjhCJRKKV9tVl7dq1xMHBQSVDg/Gsyv69evVKrr2fP3+SnTt3kpSUFCIWi0l4eLjWxnr06FG23759+2qt3ZKGWCwmpUqVIq6urkXet4WFBXF3d2dnF2SR/P+D6fv7t8nheX+SNb29Ff4OzJxE3ty4QsQiEQn58IGkpqZqbWyurq7sTApzvvz8+ZM9Jpgxv3z5Uu4Y3bVrl8JxWxCXLl1iZ0yUfRccHP91OBURDo5fnB49egAAqlevDgsLCxgbG8PHxwcbNmwAj8eTi/VMT0/HyJEjkZycjPDwcIwZMwaenp54+vQpnjx5wq7XuXNnfPv2De3atfs/9s47LIqri8O/3aWjIqCggqLYey9YsGDvLdGosRt7S9RYY+89xt6jJhqNvffeFVFEVEAQEQGRXrec74/95maXXfoW0Ps+zzwwM3fOPTM7u3PunVNgamqKqVOnqvWpUChgaWmJ9+/fAwDq1KmTrQwYGfH48WMAyjRjz549Q8mSJdGvXz/Y29vj5cuXOukjq/zzzz/45Zdf1DKlWFhYgIhw69Yt/PLLL0hISEBiYiKkUimcnZ3VciNfvXpVI9NFkSJF8NNPP6FQoUKQSCQ6TTMnk8nY/2PHjsX69evzbMrD3CCRSCCTyQyeI16hUCA2NhaDBw/W8PtWyOVIiInGoXnTcXbDKoS+9dUqIzwwAJe2/4G/Zv8CWytLSFNTtfpyp6amYtKkSWjWrFmWPsO///4bL1++hIODAxQKBfNRX716NQCgQoUKTGchULdQoUIAgJ9++klNVlauq5eXFwBl5VlD+8BzOPkBHuTI4XwF/PXXX+jfvz8AZSYJIahOgIjw4MEDNGrUSOvxO3bsQFBQEBYuXAgAMDMzQ2pqqlqbLVu24P79+9i/fz9MTExYWfOYmBj2oNYFs2fPxuLFi9W2TZw4EevXr0fFihXh66vdcNEHQhCXn58fypYtiyNHjqB69eoZBnUmJyfD0tISgOEDDmNiYlC4cGG1bZaWloiPjzd4IKy+ePPmDZo1a8bucX0FxKoaqQJBQUFwdXXF2rVrMWHChP/ayuWI+/IZB+dMQ3xUZJb7sLAugJ6zFkJuZoGVq1Zh/fr1bN+wYcOwa9cuAMqKjFevXkXTpk21BhYKxYUkEglSU1PV9Bbav337FuXKlcPRo0fRq1cvNGvWDDdv3sTz589Rs2ZNFCpUCDExMVnWPSwsDMWKFQMAXLp0yeiFizicvMbX8YvL4Xzj9OvXD6R0+UJYWJjGDFT//v0xevRojeMkEgm8vLwwbNgwDB8+nG0XjGuhxLaFhQVGjRqFPXv2QCaTwcXFBY6Ojvj06ZNOjWtAaWCrFu344YcfEBQUBABwd3fXaV9pCQ8Px6tXr7Bt2za1QYowy9y7d+9MM6aophe8ePGifhRNBxsbG0RERKB48eJsW1JSEmxtbfNUHvWccvz4cUyZMoV9NsWKFcu2cf3hwwc0b94cZcqUwf79+5GcnIzk5GTMmjULPj4+OHPmDExMTCCRSDSM2ZEjR0IsFuO7777T1G3FwmwZ1wCQnBCPU6uXwN7ODtX/X7goKSkJGzduxK5du2BjYwMHBwfIZDK4u7vj/PnzGjIiIyPRqVMnAMq3FqrG9cOHD9n/5cqVA/DfG69Lly4BAGrUqAEiypZxDSiz41y7dg0A0KZNG9y6dStbx3M4Xzt8BpvD+UoJCgpC6dKlNbYnJiayXMppq8sBwIMHD1C/fn217app+Z49e2aQIibR0dHYv38/Ro0ahQEDBuDQoUP4+eef2StvfaBtdlCokpgTOceOHUP37t11oVq2iYmJwcOHD9G2bVu27caNG3ofpOiLtm3bMqOwQoUKePXqVY5m5du3b6/xVsHe3h6RkdqN482bNzP3Jzs7OzRv3hzHjh1j+xUKBR4eP4w7h/ZlWxeB2u07o8Wgn/Dq1Svs2bMHq1atglgsxs2bN9GkSRNs3rwZY8aMwdKlSzFgwACUKFECYrEYz549Q+3atQEALVq0YAavQJcuXXD69Gm1XPXCvamrR//ff/+Nfv36AVC6dQm/LRzOt85XNYMdFBSEa9eu4fPnz8ZWhcMxCCdOnICbmxtOnTqlsc/FxYW5C4wcOZJtj4uLY/+ndQMBgIYNG2oYLnZ2yip7lpaWBqsQWLhwYYwbNw4bN27EoUOHAEBvBTPCw8PZDJ/Qd8GCBWFjY8N8wrPKyZMn2f/GqjQIKGezPTw8MH/+fOZyM2PGjCwf//r1a/Tv3x/Tp0/HlStXWP5mQ/L27Vu4urrC3NycGdeCbjl1eRGMa6lUiqpVqwKAhnGtWkxI8DXeu3cvoqOjNQvLEMHzvOb3Lzu8uHYJKYmJOH78OFatWoVmzZohISEBTZo0AQAMGTIEgPLzK1myJCwsLFCmTBlmXDdo0EDDuAaUOdsBICAgQGOfSCTSSR7rH374gc3om5qa5loeh/O18NXMYKvOsAmEhISgRIkSRtKIw9EfSUlJGjNFN2/ehFgsRoMGDbQ+6OrVq4fmzZvjr7/+wqdPn1C0aFF8+vQpS4bKp0+fULx4cYjFYoSFhRm0Mty2bdswcuRItGrVCleuXNG5/JCQEFZl0cPDAxcvXsyVv7Kq0ZJXfl5lMhm7JyZMmKDm66uNQ4cOoW/fvhrbnzx5omZ86pNly5axAUGpUqVQqVIl5nKT0+saGRmJIkWKwMnJCR8+fAAAjBkzBlKpFGvXrsWKFSvw/v17LFu2TM3Nxs/PDzNmzMDhw4eRmprKriUR4YPPC/yzYGZuThUA0HH8FCRZFcLFixcxbdo0jXtw1KhR8PPzQ5kyZRAdHY1Xr14hPDwcU6dOVQtCHjhwIPbtU59Nd3Nzw927dwEo36r07NmT7cvtPfrgwQO4ubmhS5cuOHHiRK5kcThfE1/NDPbOnTsBQO2Hw8nJCSKRCEePHjWWWhyOXtBWRtzd3R1NmzbFoEGD8OnTJ439586dw7Nnz/Dp0yd07doV4eHhWTYkixUrhiFDhkAsFqNs2bIGDdxbunQpAKBu3bo6l522hPnly5dzZVxbW1uz/1VnXI2NiYkJG5yolmVX5dy5cyhRogTmzZvH2nTo0AH3799nbQwZYPrs2TMAygGLt7c3tm7dyvapZkvJDoJRHRISwv7ftGkTtm/fjgIFCmDBggXYs2cPihUrpuaTvHbtWly4cAHu7u5qg1eFXI5Qvzc50iUtn/zfolatWpg+fbrWe3DLli24fPkytm/fjsOHD8Pb25sZ2IDSVaVhw4YaxnXPnj3VZrc7derEAjRHjBiRK51lMhkaNWoEIsL+/ftzJYvD+dr4agzs4OBgiEQiHDlyBDExMWqvdXv16gWRSIQZM2bg9OnTkMlkCAoKMsorTw5HF2T0avfvv/9G8eLFIRKJcP36dUilUgDK7CJXr17Ftm3bcjTTtGvXLnh6eiI2Npb5c+qbDx8+IDAwEGKxGEuWLNG5/N27d7P/X7x4kWt5qi43eS2rQqtWrWBmZqaWclCVKVOmIDQ0FPPnz2cG9oYNGxAYGMja9O7d2xCqAgDLoFGqVCkULFgQUVFRbJ+pqSlzW5LJZFi2bBkqV67MUiRu2LABw4cPh7+/P6KjowEoDVBVl50ffvghw/5Vg3eLFSuG2NhY5mssIBKLER/1JcfnqEpCdFSuBnfff/89C2q8ePEiUlNTQUT4999/YW5urtRXJIK5uTl+//13dOrUCcuXL8+VzoLr2cqVK3VSjp3D+Zr4KgzsN2/eYN++fXBzc4NIJEKhQoVQt25dEBESExOxbNkyFC5cGJs2bUKXLl1gamqK0qVLw8HBgf34cjj5DalUqpG/Ni0tW7ZEoUKFEBoayrblZtbKwcGB/Z+Zm4EuiI2NBaA0jiZPnqxz+ePHj2f/C37euSEpKYn9rysfV10iGJVt2rRh21JSUrBy5Ur4+PgAUM54mpubo1q1aihbtiyq/T+7BYBsZ5oQkMmVeZylcgVk/8/pLMskt7OVlRVMTU2RkJAAAKhduzaePn3K3EaioqLg5uYGU1NTzJgxA76+vpgxYwYKFy6MCRMmYOfOnShXrhxsbW1Rs2ZNSCQSNfnZOZc5c+ZALBbDw8NDfQeRhtyckts0iqqDhzZt2mi4ianei5s2bcLp06dha2ubqz6FeyO/Bs5yOPok3/tgJycno1mzZvjw4QOePXsGR0fHdNsSEW7fvq31xyCfXwbONwwRQSQSITU1FT/99BP27t2b6TGFCxdWmxHMDhYWFkhJSWHrFy5cQJs2bfRiTMpkMsyaNQsrVqxQ264t+0lOqVKlCl69egVAN78DCxYswNy5c9m6kEM7LxAcHIxq1aohNjaWZRT5+eefsXbtWpiamqJ169Y4e/as2jGq2WhyktebiHDHLxIbrr7Fg3dfIBGL4FHJAT+3qYDyjgUhEad/3xQoUAAJCQl4/fo1KlSowLa/fftWbd3W1hZeXl747rvv8OTJE8hkMpibm6vdpwJNmzbF7du3AQAREREZxhMI10bgwIEDarPYcpkMPjev4OLWDVm7GBnQpM+PqN+1FyQ5LNqimn9dKpXizp07UCgUaNy4MR48eIDmzZsDUA5WdfVdFeRER0fDxsZGJzI5nK+FfD2D7efnhyZNmsDLywv//PNPhsY1oPwxaNasGYgI8fHxarNxIpEIz58/h7OzM/bs2aNnzTkc3SE85MzMzLBnzx613LfpkZs3N8nJyXjz5j+/03bt2kEsFkMkEiEsLCzHcrVhYmKC5cuX4/fff1fbnlFlu4SEBKxYsSLd2As/Pz8MHDiQzTALxrWu+O2330BELOi6XLlyuHr1qk77yCklS5ZkBYmaN2+ON2/eMAPy8+fPGsY1oMxGI5fLYWpqipCQkGz1J1cQznl/wsBdD/Dg3Re27aJPGHpsuotXobFsdlsbwuesGnAIAOXLl8eHDx/w8uVLBAYG4suXLyhZsiTu37+PlJQUyOVyJCcns9nukSNHonfv3ihcuDAzrgsUKJBpsO6aNWtARAgJCYFEIsG///6rtl9iYoKSVWpk65qkh3PlqjkeNB44cEDNfcfU1BQtWrRAq1atYGFhgebNm8PGxgZPnjzR6UC4aNGiAJQz4toGMxzOt0y+NbCTkpLQvn17RERE4MSJE2jWrFm2jre2tkZYWJiaH3bNmjURHh6u5nPI4eQ36tevD4VCgalTp6Jfv35YsWIF/Pz8NNq1bNkyx32UL1+eFaxQpVixYlAoFPD29oanp2eO5adl/PjxLF0agAxLM9epUwe//vorevXqpZGe7NWrVyhfvrxGIJg+UM2dreFaYERUBx5C0RzBtS49xGIxevfujZcvX8LGxga3bt1CSkoKjh8/nmFaVBGAxWdeQaHlxUCSVI7l531hIkn/MSQYwIIPsSpOTk6oUqUKXFxcNHQVDNUlS5aAiFC9enUcOXIEcXFxqFmzJszMzFjV0qwwbNgwyOVyDB06VGNf4WLFUaJi5SzL0oZt8RJwrlwNomwY2IK/f/Xq1TFgwACcOXNGbb+HhwdWrFjB7r3w8HCdZ4BZsGABAGDmzJmwsLCASCQyaCAsh5OXyZcGNhFh8uTJCAgIwPnz59GhQ4ccyypSpAiIiPmySqVS/Pzzz7pSlcMxCiKRCCtWrMCBAwcwdepUlC1bllV67Ny5MwDg+vXruZrJPnLkCJOp6lohkUhQvXp11KlTB/3798fr168BgJVWzyrBwcEoWLAgRCIRbG1tWUBVxYoV080i0a9fP7XZ9Zo1a+Ls2bN4+PAhfv75Z1SpUgWA0iBISUlRC/ZUdQXQBWnTKMrlcp3KzynCtevXrx9EIhGsra2zNKmwZ88euLu7IyEhAe7u7rCwsECPHj0yLKTj9SEaIdFJ6e6/7fcZccnSdPcLbyWfPHmSqX4ZIQTIpqam4tmzZ0hJScGkSZOydOzNmzdx5coVDBkyhFVMVEUhl6Fp34FALmaGm/T5EYps3B9Tp06Fubk5KleuDG9vb7Rq1QqHDx/G48eP2ffx8uXLmDp1Ki5fvgwi0ks5+VGjRuHmzZv4448/2DaeC5vDUZIvfbCPHz+OHj16YPLkyVizZo1OZKampqrNkhw6dAi2trZo3bp1ngtU4nByQ2RkJFq3bo1nz55h5cqVmDJlik7knjt3DqtWrdLqDlGpUiX4+vpiyJAhLDtERgQGBqJMmTLp7q9SpQoOHDiAmjVrqvmgFy1alBXSKV++PN6+fav1eB8fH1SurJx1dHV1xbt377Br1y5W0ENXXLlyRS2bSF74ua1evTq8vb1zrMvevXsxf/58KBQKVsJ++/btKFWqFHx9ffH+/XusXLkSRIR7AV/Qf8eDDOU9nt0aRQpozlADyiBXGxsbNG7cGHfu3MmRvkTEZrRzcs41atTAixcvEBgYqDFbrsq1vdvw9OzJdPenR8XG7ug8cVr2jqlYUW0gqVpt0lgIz0mZTKazwE8OJz+TL2ewz5w5g6JFi2LVqlU6k2lmZgYiwvXr1wEAffr0Qdu2bSEWi9PNG8vh5DVSUlIynSm2t7dn7htTp07VWeXTDh064MqVKyAiyOVyTJgwgb2SFjI27N69G+fPn8fjx4/x/PlzteOTk5PRvn17uLu7M+O6TJky8PPzQ0REBCpWrIgOHTqgXr168PHxQe3atSEWiyGRSCAWi2FhYaGWHePp06dq623atEFCQgKIiBnXAPDu3TsAYNXodImHhwc2btyoc7m5QfDBnjVrVo6OHzRoEAICAhAYGIhNmzbBxMQEI0aMQLt27TBx4kSsXr0aYrEYixYtQrXiBWBpmr6xVaaIdbrGNQDm01+pUqUc6err64thw4YBAAvUzC7CPSzcJ9ogIrQYOAJV3Ful20YbrnXqo8PYn0GZZFRJS0hICFq2bIkDBw5g9+7dGDx4cLaO1ycmJiasAiWH8y2T72awk5OT4ejoiBo1auDWrVt66SMmJoaVmBYYN24cNmzYwGbLOJy8SK1ateDl5QUTExOkpKRoDZoS7mHhPi5Xrly6M726ZNGiRZgzZ47atq1btzL3rDNnzjD3FUBZefLevXta/a0HDx6MP//8E/T/NGlCVUqB4sWLq+V7VigU6QaQCddh9OjRaNCgAQYNGqTz77ggT5cZHHKKatXbM2fOoGPHjrmWd+TIEXh6euK7775Dx44dIZfL4eTkhICAACw554sdt7Qbp8t71UCvOk7p+mEfOHAAAwYMwO+//66WUjGr2NnZISoqChKJBP7+/hnOQKeHtbU1ChYsiDdv3mTopy58r17euIrrf25Hcnxcum1NLSzRtM+PqNOxK0ihyJbvNaA0Ynv06IHDhw9n6zh9ofqWQODevXto1KiRkTTicIxPvpvBNjc3R0JCgl4LXdjY2GhUYfP09MTx48chFovVcgpzOHkJIahPJpOhffv2Gq/ERSIRxGIxTp48yXyCtQVA6oPZs2cjISEBGzb8l9JM8KsGlIYaoHTZkMvlePToUbrBjHv27IFCoQARQSaTITQ0FAEBAVi9ejUCAwM1iqlklJ3h8uXLAJSv2YVqlTlNYZgZGWU/MRR2dnbYsmULAKBLly46kffTTz9h8+bNaNWqFZKTkyGVShEYGIjg4GBMb18JgxqXhpmKEV3Q3ATTO1RCn/olMX7cWFSpUoUVRFKlT58+EIlECA4OzpFu27ZtA6D0f585M2flzAsVKoSKFStmaFwD/w2iKjdtjpFb9qLtqAmo0KgJCjsWh2XBQihU1BHl6jVCqyGjMHrrPtRqrxxMZte4BpR+zml9/I2JSCTCuXPn0LhxYzbT37p1a7W88BzONwflQxwdHcnZ2ZkUCoVe+7l+/ToBYEvr1q3Jzs6Onj17ptd+OZycsnbtWrV7FgA9ffqU7t27R+Hh4WxbsWLF2P9mZmYG19PHx4f1P3z4cCIitn7kyBGD63Px4kW1a1a1alWdyhfkHj16VKdyc0pERAQBoMKFC+u9L+F3OiohhU49C6Hz3qEUn5RCUqmUfvnlF3Zt5s+fr/V4ExMTKlKkCKWmpma73zFjxjD5NjY2OdK/fPnyVLFixWwfJ5NKs7U9O5iYmNCAAQNyLUdf/Pnnn+y6R0dHG1sdDsco5EsDu0KFCgSAUlJSDNLfunXrNIyWvPzjxvl2CQgIIAC0YcMGjXsWAF24cIF2795NTZs2Zdt+/PFHo+jq5eXFdOjatSv7PyIiwij6EBG9ePGC6SGXy3UmV/jNMjc31/vEQFbw9vYmAFSpUiWD9iuTKyji82dKTEykyMhIksvlJJfL2TWXSqV05coVGj58OIlEIrVBYHYNbFW5AMjDwyNHOjdu3JiKFCnC1hUKBcmkUpLLZCSXSUkmlRr8My1YsCCVLVuWIiMjDdpvVpHL5dSuXTsCQAsWLDC2OhyOUch3LiIA4ObmBkCZDcEQTJw4Ua16FwDs37/fIH1zONlBSMH25s0blqrrzz//ZPvbtm2LwYMHs/zHgNI1whjUqFGDBTOePKnMvnD+/PlMi3/oE9Wy4M+ePdOJzM+fPzMXlcKFCxs9k0hSUhKWLl0KAGp+64ZAIhahiL09LC0tYWdnx3JWjxkzBgBYNckdO3aw62Rvb4+XL19mO/2bWCzGjRs32Lrg658dFAoF2rZti5v/l5OSmIjgl8/x9OwJ3D74J24f3IenZ08g2OcFUpMSlccYIB3jH3/8AX9/f/zzzz967ysniMVizJ49G8B/hZc4nG+NfBfkCAA9e/bEsWPHkJqaatCcmxUrVkRAQAAzYq5fv87Kz3I4eQGFQsFSZIWFhcHBwUFrmjLVQLuQkBCUKFHC8MoCePHiBZo0aYK4uDi4uLgYpcjT7t27kZqaipEjR6JXr16sEIuu0o0J5b4BoFu3bgCU+YP1GUeSEVOmTMHq1asBABs3bmTGrTH58uULateuzYrzVK1aFcuXL0fbtm1z/Rt//fp1VlRp6tSpWLFiRdb1ioyEjY0N/B4/wPNLZ/He2yv9xiIRXGrURu12neBau77ye6endHVC/QcnJyc8fPjQaN/fjJBKpSz3tmpaTA7nWyFfzmAXKFAAAAxemrV8+fKQyWQsWKZFixbpFrzgcIyBWCxmpb8dHR0xadIkNWNaMLBVg+2yY3DoksDAQNSoUYPlrd6+fbtR9Bg6dChGjRoFkUjEjGs/P78sGdfy/5coTJYqZy21lf1WDfQ6ceIETpw4gQ4dOhjsDVxaBOM6ISEhTxjXgDJQMigoiBWEefnyJUxMTHQygdKiRQv8+uuvAICVK1dm+TgigjwhDgdmTsbptUszNq6VByDI6ymOr1iIA7N+RvSnj9lOv5dV9u7dC0A5OJ44caLO5cfHx2sECmcXU1NT9h1SrWrK4Xwr5EsDW6imJfzIGIqNGzdi2LBhmD9/Pttm7JRbHE5aKlWqhAsXLgAA1q9fD2dnZ7ZPmMkWiUTMLUMf+Z+zgmqGkNWrV6vlrDYWEyZMQGpqKsqWLZtpWwURttzwR4PFl1Fpznk0X3kN/zzWzHYRFxeH8uXLa2wXcu4bCiJScw3KS1koBGbMmIErV67A3Nwc3bp105kLi5ALOzs8PnUU+6dPRESQMiuGnVNJ1GzbEW1+Go+uv8xE50m/okmfH1GuvhtM0pRyDwvww5/TxuPZxTPaROeaZs2asf9zawinJTExEY6OjnByckLt2rXZgD27nDt3jmUq4un6ON8i+dJFRCaTwdTUFEuXLsX06dONooO2WUEOJy9x69YtuLu7AwD++usvFkfw008/Ye3atbC2tgZgvNzMKSkpsLCwAKB0FVH1fzYkwrnL5fIM0/mlZfGZV9h+K0Bj+7yuVfFjIxdIxJrXVPU679y5E0OHDgUAvH79GsWLF880FVxOuX37NmbOnMlqB5w6dUot53heIjExEQULFoRCocCaNWswefLkXMuMiIiAk5MTzMzMEBgYmKmf/+1D+/Dg6CEAQKlqNeHW+wc4V64GuUyGz8GBSIyOhtjEBPbOpVDA1g7JCfHwvnYJ9478zXyxBZr0+RGNevZh6+Hh4ahcuTJLbVe/fv1sn0/Lli3x6NEjlCtXDnFxcfD398+2DG0oFAoULFgQiYn/nYOFhUW20+0lJiaiePHiiI2NNbgrJ4eTV8iXBrbwYLa3t8fr169Z0QRDIzws8+El5HwjyOVydOnSBb6+vlor0c2aNQuLFi0ygmZKGjVqhAcPHqBhw4a4f/++wftX9VnPzvc4PlmGeosvIVmq6QJQrJAF7k5vBXEGBna7du1w9uxZiMVizJw5kwUd6uO3ZPXq1ZgyZQpb9/b2RtWqVXXej64YNWoUtm7dCkBpjBYtWlQncn///XfmTtGtWzccP35co41CLofPzau4sGU9JKamaDn4J9Rs3QEfX7/Ck7Mn4P/kAWwciqGoSxmYmJkhJT4esZERqNioKWq27YTUxASc37xOw52k08RpqNCwCZKSk1GxYkWEhITAzs4O8fHxmDVrFn777bcsn4dCoYCNjQ3atWuHggULYs+ePTq7b4T4pu3btyMqKgrTpk2DRCLJkitkSEgIpFIpjh8/rjYo4s9HzrdKvnQRMTc3R6NGjRAZGWm0L29iYiJq1qyJHj16GKV/DicrSCQSjB49Ot0yzwsXLjSwRv9BRHjw4AEAYPjw4UbRQXAzEzITZZU3YXFajWsA+BSbjMiEVK375s2bBwC4cOECJBIJRCIRM64B4O3btzorRkNEaNOmDTOuHRwcsGPHjjxtXANg1RYrVKigM+MaULr/CPe7r6+vxn6FQo7E2Ghc27sNJqZm6PHrXFRp1hKXtm/E33OnQSQSofeshRiyZjM6T5yG9qMnodvU2ei7YAWsbArj1Npl+BIagp4z5qNcffX76crOzUhJiIevry9CQkKwY8cOPHv2DHXr1sX8+fNx9erVLJ/HgwcPEB8fj++//559rz9//pyLK/MfZ84oXVqGDx/O3HN69+6d4TEbN25EuXLl4OzsjDJlyjDjunXr1khOTtaJXhxOfiRfGtgAUKVKFQDKoCFD4+/vj0qVKsHb2xsDBgwweP8cTnaoVKmS1u2Gdg1JSEhAeHg4q9gn9G1paWlwA/vz589ITU1lLhrLly/P1vHFC1sgvUtnaSpBIUvtFSjnzp3LKkcKFCxYkF2LChUqQCKR6CT92r1799T6CgsLy5EvsqFp3bo1AKB///46ly24OtSoUUNjn1gswZWdW5CalASPYaNRokIl/Lt0Ll5ev4ROE6ai86RfoVAocGrtUmwY/B3W/NAV28YMxv1/D6JUtZro8etveHXrGvwe3UOnidNgX/K/suzJ8XG4umcb6tati549e2LYsGEoWbIk5s6dC4VCka1AxV9++QVisRhNmzZFqVKlAABFixZF0aJFsWnTphxfm9OnTyM1NRWjR48G8J9hfejQIaSmah8wPn36FOPGjVNzUfHw8MDnz59x6dIlmKfxTedwviXyrYG9c+dOAMDMmTP1VtY4PQ4cOIDg4GD4+PigZ8+eBu2bw8kurq6uWre/fv1ar/3GxMRAKpUiOTkZJ06cQIECBeDo6AgzMzNcu3aNPXwN/RaqW7duKFq0qNrDXzVoLCsUt7FEiwoOWvf1quusVhY8LR4eHiBlkS8QEWJjY6FQKNRSfvbp0wcXL17Mlk5pqVevHvt/165duZJlKOLj41lAXHY/k6wgZClJG7hHRIj9HAH/xw9QulZdVGvZBld3bUXIq5doN3oSytVrhBOrF+PuPwdQpnZ9dJ8+Hz1mzEdFt2Z4fvk8dk4cAZ+bV9Fu1ES8eXAH0Z8+ov3oSWpl0N/cv42YyM+YMWMG22ZjY6P2NysEBwejXr16KFGiBHbt2oXq1asDUA4ax44di7///jvb1yU6Oho//PADAGDZsmUAlG91Bg8eDECZucvW1halSpVCbGwsO07Isb9q1SqsWLECUqkUly9fNprbJoeTpzBENRt9cevWLVal69GjRwbpc9KkSQSA+vXrZ5D+OJzckrainbAkJyfrrb93795p7dPU1FRjW4sWLfSiR3qYm5tr6JBdZHIFRSek0g/b7pHLr6fJ5dfTVHr6aRqz/wklS2Ukl+essl9UVBTt2rWL6ZW2QmB2KwZ26dKFAFDx4sVzpI+h2b9/Pzv3O3fu6FT2y5cvmeygoCC1fQq5nG4e2E2rvu9En/zfUtCLZ7Tq+07079K5RER0buMa8n/2lIiI3oXH0L9PgunSy1BKkcooJTmZTq1bTqv6dKbX929TYkw0/T33VyIiOr5yEa36vhNb7h7+i+Qy2X/9KhQ0dOhQEovFtGTJkiydh62tLXXv3p2tp6Sk0OzZs6lJkyY5up9v3LhBYrGYANDIkSM19g8dOpSsrKyobNmyBIDKlStHRERXrlxh36WAgIBs9cnhfAvkawObiGj+/PlkZWVFFSpUyHYp3exy4sQJvRsnHI6uSUhIIAA0bNgwun79ut7LOk+YMEHNeBWLxTR+/Hi6du0aESlLT6sa3FKpVK/6qHLo0CHWt5eXF02YMCHHvxvS/5dS9wuLo4svQykkKpGIKMfGtYDqgOj27dtERPTu3TsaMGAAAaDhw4dnS+fOnTsTAHJycqKYmJhc6WYIBg4cqJdy9cOHD2dyDx48qLH/z18n0L7pE4mI6N+lc2nV953I/8lDCvV7Q++eP6PYxGQatuchlZ5+mg2qai+4SMeeBJNcLqfDi+fQzokjiIjozIZVFOLrQ++ePVEzsP/+bZpGv4mJidSiRQsyNzcnPz+/TM/D0tKSBg4cqLH9/fv37PzOnz9Pc+bMIQcHB7atefPmWuUJg95Dhw5l2rcwYFu0aJHadzw+Pj7TYzmcb418b2ATER04cIAAUPXq1fVq+FarVo0AkLe3t9764HD0AQBaunSpwfoSlt9//90gfWaFjRs3Mr06duxIMpWZxNyiy0FLUlIS0zM1NZVkMpnWtwF169alrl270sOHDzOU9/r1a3aMmZmZzvTUJzY2NgSA+vfvrzOZQUFB7DpYWFio7ZPLZLS2Xze6sX8XJSck0Oo+XWjr6EGkkMvp0amjRET04477zLBWXcpMP033/MLpo78frfq+E7179oQ+vPKmq3u2kjQlhdb80JUZ2Ot/7KX1XgkMDKRChQqRtbV1hs8Xb29vAkCdOnXSul/bfaK6eHh4qLUPCwtj+1JSUjK9hrNnz1a7hh06dCAAdOzYsUyP5XC+NfKtD7YqvXr1QqFChfDixQucPXtWL31cuHAB3t7e+OOPP/J8FD6Hk5ZSpUohPj7eIH1t2LCB/a+v72N2CQwMxNixYwEA9+/fx5kzZ3RSBl1Al8GioaGh7H8zMzO1gjxExPp68uQJTp48iQYNGqBp06YaMtasWYPGjRsjJiaGbU9NTWX50PMyt2/fBqCMd7l06ZJOZJYqVYplVEmblzkmIgxymQyOZcoiPNAfRArYlnCCSCyGnVNJ+H6Mxs232jN1KAjYdisQxV3LwqFMWQT7vIBdCWd88n8LEzMz2DuXYm2lKclIiPqiIcPFxQXXrl2DiYkJ3NzcNLKKPH36FDNmzGA+0UKQf1qkUim2bNmCefPmoUWLFgCU/vxC1eMrV67g7du3rP1ff/0FQOlLLZQ1z4gGDRqw/3///XdWhyK/+PhzOAbF2Ba+rli1ahUBoDdv3uhcdkxMDBUpUoQaNWqk99frHI4+wP9nnWrWrGmQe1joT5ev+HOKQqEgKysrjdm8kSNH5tnvc1pdAdDhw4eJSDnruHXrVipYsCC5urqqtdm6dSsREbm7u2c4k5kf2Lt3LwGgXbt26UymcP6nTp1S2x4eGECrvu9EQd5e5HPrmpr/dfiHD7T7zjuts9fCUmXOOSIiOr1uOV3bu51SkhJp29ihRET0z8KZam4iX0JD0tVv06ZNTEfBpYqIqEqVKmx7rVq1KC4uLtvn3rJlSyZj6dKlNHfuXDI1NSUbG5ssu2kpFAo6deoU3bhxg4hI7e1Kei4oHM63ylcxgw38l64vKyWOs8vy5cvx5csXrFy5kpdG5+RrvLy8IBaL4efnp9d+OnXqBEB9NttYHD16VK0yncDWrVvRpEkTneWdzg0BAQEQiUQQiUSYPXu22r45c+aAiFjaNAcHB/z000+IjY3F69ev4ezszNqOHDkSIpEIN2/ehJOTE7Zv3w5AOXsrpEfML7i6ukIsFsPHx0fnstNWsRT//y0ByeUQ///NRnJ8HNtvZZbx2w4rM+XxcpkMBYsURVJsLJNDae4viUR7CkcALEUeALXiQEKWkTNnzuDy5csoUKBAhvpo4/vvv2f/z5gxA/Pnz4dUKsXy5cvV3pJkhEgkQufOnVmFWIlEwlJB3rhxg917HA4nH6fpU+Xhw4e4desWOnfunK1Sx1nh5cuXWLVqFcaPH6/xGpbDyS+oFjMBgPLly2PmzJl662/FihUAgEmTJuk9HWB6yOVyhIeHM8P0xIkTmDRpEgoXLoxbt25BLBbj3r17OHr0qFH0EwgNDVXLVb548WL2f7du3bBgwYJ0jzUxMUFwcDCICNbW1mr7/v33XwwfPhxEhKCgoCwbUXmFpk2bonbt2li1ahXCw8N1Krt48eJq6wXtiwAiEaLDP8GuhHLAEhbgh7gvkSBpCtpVLgpzk/SfLV1qFodMJsMn/zeo3KQ5/B8/YHKi/1+wBQDEEgmsbW0z1K1JkyYAlC5AL1++hLe3N+7du4c+ffqgY8eOOU6BN2rUKMTExGDhwoUYPHgwjh8/DplMhpEjR+ZInoCHhwdev36NPn2U5eCbN2+OOnXqYMSIEbmSy+Hkd/K9gf3mzRt06NABAJg/mK64ffs2qlWrBolEglmzZulUNodjSKZPnw65XA4iYjmAly5dCpFIBCcnJ53nohb8Zs3MzDQMP0OQmJgIExMTODo6AgDs7OzQtWtXrF27FlFRUWjatCkqVqwIAKhfvz4AGDwf96dPn+Dq6ooSJUpAKpWiXLlyuHjxIsqWLQt3d3eEhoZqLeedHo8ePULFihVx7do1REREoGHDhmwfEbHzzU9s3LgREokEY8aM0YmRLcQhfPr0Sc3P2czCEoUdiyPM3w/2zqVgbm0NhVyOF1fOo3DxEihoaYaJHuW1yixWyAKj3Mvg7YM7KFm1BqxsCsPr0lk4VayMxNgYxEVGsLb2zqUgMTHVKkfg9u3brMJp79692Wxxt27dcnXuAFCoUCHMnj0bu3fvRrdu3XQWh1ChQgUcPHiQ3XOenp7YsWMHateurRP5HE5+JN8b2K1atcKXL1/w4sULNvLXBREREazQwYkTJ3RaspfDMQbC251KlSohODiYbf/48SPEYjErwqELJk2aBEAZVHfo0CGdyc0qad0sPD09NdoIAw0XFxckJiaifPny8PDwwOzZs1GyZEm0bNkSs2fPxtOnT3Wun6+vL4oXL453797BysoKU6dOxdu3b9GmTRv4+fnhxo0bKFasWLZkVq5cGb6+vmjRogWKFCmitu/9+/d48+YNAGVwWn6hYcOGaN26Nf799184Ojri5cuXuZJnbW2NY8eOAVDOvKpWUCxRoRL8nzwAkQJVm3sAAJ5fPg95aipiwsMwpmU5rO9TC9WdlO4aVmYS/NCgJI6PaQQzaQK8r11EqyEj8fbhXUSHhaKKeyu8uX9Hrf8SFSplaSDXoEED1KxZE69fv0ZUVBR++eUXDbeWvMj9+/fx9OlTPHv2DICyeiuH881iPPdv3YB0CjLkli1btrB0XhzO14JMJlP7rqjmHAags9R1QupMYWnTpo1O5GYVIaXmvHnz0m0j6FagQAGaPHlyhkGBXl5eOtVPkDt+/Hidyk2P8ePHEwD666+/DNKfrpk5cyZJJBIyNzenxYsX51qen5+f2mcgTU2lD74vadX3ncjn1jWK/RxBvw/6Tpm7es5USk1KoqhPoRQbFUVERNL/f0/kcjm9ffyQbuzfTckJCRTq94bWD+xNV3ZtJiKiPb+MUQtwDAsMyHLgr1DULD8+g/78808CQPPnzze2KhyO0cj3M9jt27cHAJ2nIIuLUwa4zJ8/X6dyORxjkpKSArlcDkCZouvPP/9UK62smoYrN/Tr1w9ExAKgLl26hAoVKuhEdlZo27YtAODDhw/pthECo+Pj47F27VrY2tqiZcuW6NixI/z8/DB+/HgMHz4cALBz584c6ZGQkIDExESWKs/Dw0MtUNpQs8khISEAoHNfZkOxePFi3Lt3D7a2tpg1a5ZGTEF2KVu2LPtt37BhA/r+8AOcKlZBkVKlceuvvTCztEKroaMAACGvfXBw3q+QpaagYOHCiP0cgY+vXiLg6SOlW0jlKmj6w48IePoQ/yyYiYJ29mj2w2A8u3Aan4ODWJ/FylWAg0uZLMcJzZ8/HwUKFMD9+/fVUi3mB4SUf7xkOudbRkRkYMdDHVOtWjW8fPkSwcHBatH0uUEqlbIfiHx+eTgcNeRyORQKBUxNTdUMvefPn6NGjRoAgCNHjqBnz546y5gTHh7OfKFfvHiBatWq6URuRgi6p6SkZJrf193dHV++fMHatWvRpk0btX0PHjxAo0aNACjdOry8vNCrV68s+a5evHgR7dq1S3e/VCo1WODh69evWSDlnj17MGjQIIP0q2sUCgWKFy+O8PBwvH37FuXKlcuxLCLCxYsX0adPHxQoUACPHz1CyudwHFk8G5WbNEfH8VPw+NRR3DiwG/j/c8C5cjXUbNsRRUq6wMTMHCmJ8Xjn+QTPr5xH3OcI2BYvgd6zF0GanIwDM3+GNCUZACASidFv0So4lCnLsotkha1bt2LUqFGwt7fH58/a83DnRVJTU2Fubo7SpUvj3bt3xlaHwzEK+d7ALl68OD59+qRTQ1j4UVuwYAHmzJmjM7kcTl5h1apVmDp1Klu/dOkSihQpglGjRuHBgweoU6cOrl69ytKD5YbY2Fgm58cff8Sff/6Za5kZMXDgQOzbtw+AbgbIHTp0wPnz59m6s7Mzrl+/nm5KUCLCnj17MHToUI19FhYWuHXrFurVq5drvbLLP//8gz59+qBw4cKIiooyeP+6YubMmVi6dCkOHTqklnpOV1zeuQleF8+iVrvO8Bg6Cu9fPsfFrb8jJuxTuseIRGJU92iL5gOGIu5LJI4snI34qEi2v17nHnAfMDRHg1bhGF1OIhkCkUiEggULIjY21tiqcDhGIV8b2MKsTJUqVXId/CJARHByckLVqlV1VkGMw8lLpKSkwMLCAoAy/7Krqys2b96MUaOUr8TnzJmDRYsWoXjx4rh37x5cXFxy1Z/qGyEAsLW1xZcvmtXsdIHqwEGXM7VNmjTB3bt32XqLFi1w7do1rW3r1auHJ0+eAFDmn3737h3EYjFSU1OzVC1PnwjGWj7+2ce6deswefJkALo/DyKCQi7DkcW/4YPPC5SsWgPtRk1EQfsi8H/yEG8e3EGY/1skREdBYmICe+dScKpcFdVbtoGNQzF4XT6Hm/t3ITUpicl0qVEbPafPy9bMtSq9e/fGv//+i1KlSiEwMDDf1GIoU6YMAgMD8/W9xuHkCoN7fesIhUJBFSpUIAB09+5dncldvHgxAaADBw7oTCaHk5cQgqeePHlCRMoqcUWKFKELFy6wNr6+vlSmTBlydnam9+/f57pPhUJBvXr1YoFlUf8PFtMVvr6+9Msvv+i1UqFcLiexWEwAyNPTk20PCwuj1atXU0REBB0/fpzpUKxYMYqIiNCLLjkhKCiIVfPM7wjX+OXLlzqXLZfLKCkxgQ4vnEWrvu9E637sSZe2/0FhgQFa26cmJdGLa5do34xJagGNq77vREeXzSNZamquK5oWKlSIANDBgwfTbePj40Pz58+nsLCwXPWlK5o0acI+p59//tnY6nA4BiffzmDv3LkTw4cPR58+fXDw4EGdyXV0dER4eDgUCkW+mSngcLJD2lnMN2/eoE6dOkhISICvry/LlxwaGgo3NzfY2Njg3r17sLKyylW/qrPLcXFxOapGp43Vq1erVb3TlxuKqutJgwYNcO3aNZiammqdlV63bp1aCri8gL+/PypWrAi5XI5GjRrh0KFDWLduHVatWqXzAl36ply5cvD398eOHTswbNgwncs/d+4c2rVtiydnjuPuPwcgk6YCACysC8ChTFlYFCgIhUKOqNCP+BISrFGt0cTcHM36DkKdjl1BCgVEuby+T58+Rd26dVGzZk14enqqPZsSExNRqlQpREYqXVLs7e1x+vRpFjtgLN6+fYtly5Zh165dAIAaNWrg9u3bKFiwoFH14nAMRb40sImIPRBCQ0OznS82Pe7fv88MiujoaJ3I5HDyGtrcBGJiYlC9enWIxWIcPHiQPZy9vb3RsGFD/PDDD9ixY4dO+p00aRLWrl2bK1kAcPDgQfzwww9sffjw4ShWrBjmz5+vZjAqFASRSP28FQRIxNkbQL979w6urq7p7jc3N0dKSgqWLl2q86JXuuC7777DkSNHNLY3atQI9+7dM4JGOUf4LBMTE2Fpaalz+WFhYQgNDUX16tWRGBsLr4tn8OTMMchSUjI8ztTCElWatUCDbt+hgH0RnQ5chDznSUlJMDMzY7Lj4+OZ0Tp48GDs2bMHLi4uuHXrFpKSklC+fHmjTha5urqyQMfmzZvj+vXrRtOFwzEoxps8zxleXl7stVOTJk20tomIiKCTJ09m67WcXC5ncu/du6crdTmcPIetrS11795dY3tAQAA1bNiQTExM6ObNm2z7tm3bCABdu3YtV/0OHTpUZy4cSUlJanmq03t1LpXJ6XNcMs349znVnH+Bqs87T1MPe1FYTBJJZTl7bR8aGkqWlpYaubI/fvxISUlJuTktvVK8eHECQIMGDdKa63vkyJF66TciIoJSUlLYulwupyNHjqi52WQVuVxOHTt21IsrkHA/JKXKyPtDND16F0kBEXEklyvzxqemSinI24uu/bmDDs2fQXunjqO9U8fRPwtm0vU/d9CrOzcoNTmZFAoFKXLpEqKNNm3asPO2tbWlBw8eEBHRhg0b1K6Hra2txme7cOFCneuTHRITE5kuAQHaXW04nK+NfGVg7969m31Je/bsqbFfLpfTmjVr1H5YIiMjSS6X048//kgAaOjQoWrHKBQKOnjwIPNxGzdunKFOh8MxOHFxcQQg3WIdqamp1KJFCypcuDDz0VYoFOTm5kY1atTIdSEa4Xu5YcOGXMlRLZCTkfGQmCKj5iuuksuvp9WWxkuvUFySNFc6REVFMZ9sAPTixYtcydMlixYtIltbW6pevTrzAzc3NycAFBsby9o9fPiQGW5ly5Zl2+VyuZpRnBMkEgm7NiYmJrRr1y7y8/MjZ2dntj0oKIhiYmJyJHP58uW50k9AKpOTTK6gfx69p25/3KYy09XvlYqzz9Lo/Y/p8btIIiKtEzdyuZzkOirSlB5BQUFUtGhRAkAikYj50wvXw83NjbVdtWoV9ejRg6ytrdn+nAxodInwbLa0tKQFCxbk2i+dw8nr5CsD++LFi+zHYunSpfTp0ye2TyqVUuvWrTOsxpZ2CQkJITc3N7a+Y8cO/qXnfNXcv38/02Cp6OhoatCgARUsWJDOnTundlxOKwG+ePFC7bu3bt26HMkhUhr8AMjU1DTDdlKZnPbefadhXAvLlut+JM3l971SpUrsnAYMGJArWbqkQYMGasZtjx49yMXFRevMr7e3N9tuZWVF9vb2bN3U1JSOHz+e5d/FlJQUKlKkSLZ+h4H/KmV6enqSn58fk7dlyxYyMzOjdevW0eHDh1n71NRUrf1LpVLaunUrDR48mKZNm0YzZ86k5OTkdPWVyRXkFxZHHdffTPc+UV1++ecZJaRIc33f5Jbbt29TlSpV1K5hgQIFtLZ9+PAhmZmZkY2NDb17986wiqbh1atXGp85h/O1ku98sBcsWIC5c+eydTMzM6Smpqq18fb2RqVKlTB69Ghs374dANCxY0ecPXs2XbmGLPrA4RiLZ8+eoXbt2hg8eDB2796dbrv4+Hj88MMPOHv2LHbv3o2BAweidevWSEpKwp07d7Ldr2qau9zmL960aRPGjh2LHj164OjRoxm2nfC3J056fdS6r3VlB+wYVD/HegDK35rq1auz9adPn6J27dq5kqkLjh07hp49e6J58+YIDQ3Fmzdv1Pan/dkfPXo0tmzZkq48ExMTXL9+HU2aNEm3zcmTJ9GtWze23rx5c5QtWxampqZo164d1q9fD1NTU9SrVw/z5s3D6tWrsXLlSkRHR6NVq1a4dOkSK+BTqlQp+Pv7w9TUNMPzvH//Pho2bAgAuHz5skahoLRcunQJrVu3BgDI5Aq8/BiL/jseID5FluFxqlRzKoRDP7nBwlSSbT9+XaNQKNg18/b2RtWqVbW2u3LlClq3bo1hw4blOpYiNyQlJbFgaZ5IgPO1k79CxwH89ttv8PPzQ9OmTQFAzbju3r074uLiULVqVUgkEmzbtg2knKXHmTNn8PbtW0ycOBFLly7Ftm3b2DHh4eHcuOZ8Ewili93d3TNsV6BAARw/fhyDBg3CsGHDcO/ePQwaNAh3795FaGgoayeTybQGzqVFKF0OAAMGDMih9kq8vLwAAHZ2dhm2UxChSIH0804XKWCeKz0AZSXZ5cuXs/XcZlrRFa9fvwYADB06FC9fvsSQIUMAKLMk+fr6arTfvHkzvLy8EBMTg+DgYMTExICIcPjwYQDKz3ngwIEaxzk7O0MkEsHExIQZ1xYWFiAiXL9+HTt37sSWLVvQo0cPXL9+HZcuXcLSpUthbm6OmTNnIioqCtWqVcPdu3fVqmO+f/8+U+MaUAZoikQiiEQiNeO6SZMmLK+7Km3atEFISAgURIhPkWHonkfZMq4BwDskFhMPejLjWiaTYffu3Xj8+HG25OgCsVjMnnHpGdcAWGGhnTt3Gko1rQjfj8aNG3PjmvPVk+9msNNCRNi4cSPKli2LDh06GFsdDidPExISAmdnZ5w5cwYdO3bMtL1UKkWjRo1QsGBB/PPPP3B0dES9evUwaNAgNG7cGH379sXbt29RsmRJvH//PkNZqg/UyMjITA3k9EhOToalpSWaNWuGmzdvpttOoSD4R8Sj3bqbUGj5lTs1rgmqlLDJ1SzkgwcP0K5dO8TExOD8+fMZlkY3FG/fvkWtWrWQmJiolnYxN7Rr1w5Xr15FSkoKy14hGHeqDBw4EHv37s2WbGF2FQBKlCiBQ4cOYcyYMXjx4gUAYOzYsZg8eTLmzZuH/fv3AwCKFCmCokWL4tWrV2qy+vXrh4EDB6p9DsJ9N3fuXMyfPx8bNmzAuHHjMPGgJ0480/52Iyts7FcbDUqYw6lEcUilUgB5903ohw8fULJkSaOWXL9+/TpatmwJAPj06RMcHR2NogeHYyjy3i9BNhGJRBg3bpyx1eBw8gWJiYkAsj7TampqiokTJ2LQoEH4/PkzbGxs8PjxY43ZuuTk5AzlpDXE7O3tIRKJMGPGDCxevDgbZ6CcIbW1tc10xlAsFqGcQwEs7Vkdc0++RLJUmavY3ESM6R0qobpz4Wz1m5ZHjx6xdIYrVqzIE8Z1bGwsatasiaSkJDRq1AjlypXTidzvvvsOFy9ehEQiwaJFizB+/Hi1z3TTpk0YPXp0jmR7eHjg1q1bCAgIYLPkz58/12i3b98+KBQKBAYG4s6dO8w9wszMDC4uLli+fDl69OihcZygp7W1NQCgW7duCI9NxunnoRpts8PWmwHoNK4p2rdvj8TERFy5cgWmpqYYM2YMNm7cmCvZumbEiBEAgFatWhlNhz59+gAA1q5dy41rzjdBvp/B5nA4WUfwwX7w4AEaNGiQpWNSU1NRpkwZdOjQAebm5vj3339x9OhRHDhwABUrVlQrqOLo6IjY2FjUqFEDd+/eVcsD3LRp03T9t5cvX45p06ZlqouXlxc6deqEkJAQSCQSyGSZv95XECEpVY5LPmFQEKF1ZUcUtDDJ9Svqv//+G/369UOpUqUQFBSUK1m64PTp0xg0aBC+fPmCa9euoXnz5jp7DU9EaNCgQaaDmjt37qBu3bowN8+9+42uKV26NIKCghAQGIQr72VYdOZV5gdlwq2pzVHSvgCICH/88QcmTJgAQDm7r1AosGvXLuaeYyx+/fVXrFixAi4uLrhw4YJO3mjkhJIlS+LDhw96y13O4eQ18p0PNofDyTmXL18GkLn/sipmZmYYOXIkDh06hPr16yMsLAwVK1bExo0bMWHCBDU3jbCwMCQlJeHBgwcafVy9ehUHDhxAeHg4kpOTIZPJUKlSJQDAkiVLMtUjLCwMtWrVQkhICABlUY2sIBaJYG1ugs41iqNrzRIoZGmqE8Pz0KFDAIBZs2blWlZu+fz5M/r06YMvX75gyJAhaNGihU59XEUiER49eoTNmzfDwcEBgLKwT1qaNGkCCwsLpGRSkMUYdOjQAba2tijjUgrPP8ToRKbnhxjI/h+sN378eFZBVPH/yo45dYPSJUKg/+vXr41mXAPAX3/9BQBYs2aN0XTgcAwJN7A5nG8I4cHv7OycreO6dOmC+Ph4xMQoDRNvb2+2r1mzZizQSjXgKiYmhgXbAUpDvV+/fihatCjMzc0hkUjw6tUrFCxYEDExMejYsWOGs31Cxdby5cuDiLKdDcFEIoaJRHc/eR4eHgCAkSNHYv369TqTmxNatWqFxMREbNy4kZWm1gejRo1CWFgYiAjbt28HEcHX1xc///yzWruHDx/qTYec0rNnTzY4+BidpBOZodHJUK2SPmDAAPj7+8PJyQmAMoh+5cqVOukrpxQoUAAAjO4b/uXLFwDIMG6Cw/ma4AY2h/MNIZVKUaRIEVhYWGTruJo1a6JQoUKIjo6GRCLBy5cvM2zfvHlzAFnLWlCjRg0AwLlz57Bnzx6Ympri77//xpYtW7Bx40YcOnQIBw4cYO2fPXuWLd31xdixY9mMYNpgO0MydOhQeHt7o0yZMjn2g84NFStWxOrVq0FELHDWz8/P4HpkRps2bbBixQoAgIlEN7P7ErEIqpJEIhFcXV3RrFkztm369OmZxijok0+fPsHe3l4tS4shkMvlCA0NxdatWzF27Fh0794dANRcyjicr5l8H+TI4XCyTk6j98ViMYoXL47bt2/DxsYmUyO3WrVqAJClwL/bt2+DiJCamopevXrhzJkz6Nevn9a2Fy9ezDOp8FatWsVm6LWlhDMEL1++ZPnMvby8jJ767MSJEzA1NcXQoUNx9epV7Nu3z6j6pKVr165QEKFMEWvcD/iSpWMqFSuIAY1cUK+0LazNTJCQKsOTwCjsux+Ecg4FtGah+fvvv7F69Wo4OTlBoVBgwIABWUpnqS8iIyNx7949uLm5GaS/Y8eOYeTIkYiIiFDb/uTJE9SpU8cgOnA4xobPYHM43xAhISHs9XV2sbGxwe3bt/HlyxdcvHgxw7ZCEJOPj0+WZItEIpibmzO/ZgBwc3PD1q1bWeGWv/76K9NCIoZEddZ61KhRkMvlBtdBSA/n7u6OggULGrz/tJiYmLBZfSGlXl5DriDUdbHNtF2xQhb4e0QjnJ/kjtaVHfHoXRROPPuIR++i4FHZEecnucOtrD3E6aR5FD4bAJg3b56u1M82gg/20qVLDdJfZGQkevbsyYzrbdu2oXLlyjh37hw3rjnfFDyLCIfzDdGgQQNUr149RwUnpk2bhg0bNrDX3cHBwen6cstkMpibm0OhUKBEiRIYN24cZsyYkWkfQjXAunXrGqVwR3aIj49Hnz59WIXY0NBQ5iduSCQSCRQKBfr166fmSmMshJzLnTt3xqlTp4ytjlaSpXLUW3Q53SIzzraWODzKDXIFYfGZV7jkEwaZSjJ1E7EIras4Ym6XKihawFyrbz8RQSwWw9TUFLGxsdl2y9IViYmJLEXh5cuXWexAbklJSUFAQAAqV64MQOl3L1TVBLKeGYjD+VrhM9gczjfEx48fUaJEiRwd269fPzVf0oz8jk1MTFCzZk3W58yZM2Fubp5hYCIRYcyYMQCUpbLzOgUKFMCHDx/Y+tWrV3Hz5k2NnN/6xtZWORsrZGkwNsL9dfr0aaPM6meEj48PFixYAFOxCCPcXbW2MRGLsGtwfaTKFOix6S7OeX9SM64BQKYgnPf+hK5/3EFoTDJkcoWGHJFIhJUrV0IqleLEiRN6OZ+s8Pfff7P/W7duDTs7O4wfP15thj2rxMTEYOLEidi3bx8sLCxQpUoViEQiHDlyRM3vHACmTp2aa905nPwMN7A5nG8EmUyG0NDQbGcQEahVqxbq1avH1jNLxfb7778DAJuJTk1NxYgRI9QykADKmeCdO3fi/v37LAWfp6cnUlNTc6SnIfnrr79Yru/+/fujefPmEIvFGDhwICtPrU9cXV0RGRkJACzDi7FRzX2eF2bUVRk1ahTmzp2LhQsXYExzV9RwttFo07qKIyo4FsTYv54iIi7jezwiLgWj9j9JNzvN7du3AQBly5bNvfI5pE+fPqhXrx6aNWsGU1NTREVF4Y8//sDWrVvx/v17vH37Nt1jU1NTceLECRw9ehRfvnyBk5MTfv/9d1YQqG7dugCUhYiE7+vLly9BREaPB+BwjA03sDmcb4Tw8HDmspFT+vfvz/4XXCPSo2nTplAoFKhbty4CAgJw48YNAED16tXRq1cvJCcn4/HjxyhYsCCGDx+Oxo0bs2MDAwNhbm6eaR/GpmrVqpDL5WjXrh1atmzJ/Nv37duH1atX673/d+/eAQAWLVqEQoUK6b2/rCL4HA8aNAgikQjt27c3rkL/JyEhAYAy7/rTp0+xa2AdVCqm7rv+YyMXPAr8Au+Q2CzJfPkxFk+CoiBXaM5iFy5cGABYvndjUKBAATx69Ag3b95k5ecBYMKECXBxcUGFChVYfnyBI0eOYOrUqWjevDm6d++OXr16wd7enl2/8+fP4+nTp3j8+DHi4uIAKNN1Hj58mLmMcDjfOtwHm8P5RshJFce0REZGwsHBASKRCCKRiJVPzyq7du3C6tWrNYIfXV1dERAQoNFeJBKx3N35gZ07d7ICLNHR0dm6NtlBoVCgdevWuHbtGgAgKiqKGXN5gWbNmrHZWwFjP2pSUlLU/KDt7Ozw/kMITExNseycL/beDYSlqQQvF7THr/8+x6FHwVmW/X29kljRu4batiFDhmDPnj0AlPELCxcuhJmZmdbju3XrhvDwcBw+fDjHb5iywuHDh/H999+jUqVKiI6OhqmpKT5+/AgHBwd8+PABYrEYGzZsYBUpAaBKlSp49eoViAgjR47Eli1b9KYfh/M1wWewOZxvhLCwMADIUZo+AXt7e9StWxdyuRwymQzbtm3L1vFDhw7Fy5cvcfnyZQwZMgTdu3fHsWPH4O/vj5cvX8LX15cVqylZsiRMTU1zrKsxGDZsGDPi9GVQfv78GYUKFWLGdbt27fKUcQ2AGZaAMmWjMfNACwgDHxcXFxARIiMjYW1pAXMTCeZ2qYo701thvEd5AEBoNgvRhMaot/fz81O7BitWrECpUqXQtGlTDBgwAEOHDmXuGT/99BNOnjyJ+/fvw93dPXcnmQmxscpZeXt7e4SGhuL9+/do3LgxQkNDMXbsWGzYsIENfs+cOYNHjx7h5cuXbPC7detWNovN4XAyhufB5nC+EcLDwwGAVbPLKSdPnkTx4sUhFotZloDsBjR5eHhoZDOoUqWK2npUVBRL95efqFq1Kp48eYJly5Zh2bJluH37NpYuXYrevXujVKlSaNCgQa5S6vXv3x8JCQkoV64cPD098+Q1UvU5VnVLMCatWrXC/v37ERQUhOjoaI1BSbFCFhjRTBn4aGaSvbmntO1dXV1RoUIFfP78GadOncLvv/+OQ4cOISwsDHfu3AEAlr9clbQVMXXNpk2bAEDNZadXr164f/++xsx0vXr12G9F6dKl4e7ujps3b+Lu3bt5Kl0mh5NX4S4iHM43wqpVq7BgwQI2i5Ub5s+fr5bbV9c/I+3atcPFixfRsWNHnDlzRqey9U1sbCzs7e1hZWWFevXq4erVq1rbHTx4EH369Mm2/EuXLqFt27aoWbNmnqlqqQ0hyK1IkSIaBUcMCRHBxcUFwcH/uXz4+Pik6ysskyuw524gFp3JenXOWZ0qY0jj0ukGOwLA3bt34e3tjffv32PXrl0IDQ1l+0qUKIGPHz/Cz89PbwGRycnJsLS0RLNmzTTKlSsUCsTGxmLhwoXw8/NDly5d2Iy/wJEjR/Ddd9+hTJky+Pnnn/H999/nerDO4XzNcAObw/lGGDp0KHbv3q0zY7h58+bsQa3rnLdly5ZFQECA0f12c0JycjJatGiBBw8esG0rVqzArl27YGdnh5cvX7KMH+fPn89Stcu0mJmZQSqV4saNG3p3K8gpAwYMYFlErKysEBMTAxMTw780PX/+PDp06MDWZ8+ejYULF2Z4THyyDPUWX0KyNHP/fwtTMR7Nao2CFtlzZ3r79i0ePnyI/v37Y9++fRg4cCBWrVqFX375JVtyssrTp09Rt25dFC5cGD/99BOePHmCpKQknDlzJksuRjExMRrtpFKpUT5TDic/wH2wOZxvhOjoaJ3Ku3HjBtauXQtHR0eYm5vrTG54eDgCAgLy7YP78+fPzLgeOXIk4uLiMHXqVLx69Qp37txBdHQ0Fi1aBED5qv7p06da5Xh7e2P79u0gIrx+/RqrVq3CtGnT0KFDB5YKT98uBblh//796N27NwBlsRNjzWILVUf79+8PIsrUuAYAa3MJxrQolyX5o1uUQwHz7N+r5cuXZ1l5evbsCUA9Z7WuqVWrFn777TckJydjxYoVuHLlCu7evZvlCo82NjaIj4/Hly//lZj39/fXl7ocTr6HG9gczjdCSkoKunTpolOZkyZNwqdPnzBx4kSdyfzjjz8AKPN250eKFi0KQFkufsuWLShQoIBGm1mzZiEwMBCAMpdw2pR+a9asQfXq1fHTTz9BLBajUqVKmDp1KlauXInz58+zHOS//vqrfk8ml6jqt3nzZoNmhNm7dy+qV6+OtWvXAgD++eefLB8rEokwwaM8RjfP2F1jpLsrJnqUz3XOZz8/PwBA165dcyUnI8RiMebPn4/w8HDcuHEDBw8eBJA9H3lra2vY2trit99+A4AMC0dxON863MDmcL4RQkJC9JoCTFcImUkMUahFHwiz+UlJSRlmz3BxcUGPHj0AAFOmTMGdO3dw8uRJiEQiDTeB8uXLY8uWLfjhhx8AKAchRITvvvtOZ3rHxcVh+fLlufbR9/f3x2+//YY9e/agc+fObPvChQuxd+/e3KqZZSZNmqRW1EiYTc8Ov3aohEuT3dG/YSnYWZtBIhbBztoM/RuWwsVJzTCjo25yPgsByE2bNtWJvIwoWLAg3N3dmTF/7tw5nDx5MlsyhDcngt4cDkcLxOFwvgns7Oxo8eLFxlYjU7p27UoA6OHDh8ZWJceULl2aANCIESMybdusWTMCoLEcPXqUzpw5Q6tXr2Ztvb292f6kpCSd6atQKNT6TklJybEse3t7NVm9e/emwYMHEwDq0aOHznTOiHPnzhEAqlu3LsXFxeVKllyhIIVCobZNJpORl9fzXMlV5fnz5wSAtmzZojOZWWHNmjUEgIoVK5at4yZMmEAAyN7eXk+acTj5Hz6DzeF8AyQkJODLly8oVaqUsVXJFMGtQLWyY35CKpUy94+szAZfv34d/fr1Y+tTp04FEaFHjx7o2LGjmp911apV2f+6Cip9/vy5WnlzAJg7d26Wj9+wYQOmT5+OqKgoBAUFsdLtrq6uuHLlCg4fPozdu3dDIpHg7t27OtE5I6Kjo1lQ499//63VRSc7iP9fVElg/vz5KF26NCwtLTI4KnuovvUwJJMmTQIANb/qrFCjhrKoTmRkZL4MROZwDAE3sDmcb4CQkBAAyBcuIk2aNAGgdKHQRmJios4DNnWJqrE6fvz4LLU/cOAAK7CzYsWKLPWT3dzj2khOTlZLFSgUEYmIiEBwcDC8vLwy9IU/dOgQJkyYgOXLl8PR0RHNmjUDoEzN5+/vj1atWrG2JUqUQEREBD58+KAmIyEhAYsXL0blypVx/fr1bJ9DREQEEhIScOjQIezatQu1atUCoBwklC9fPtvyMmPZsmWoVauWTmV7eXkB+M9w1TdEhHfv3iE1NRUAULJkyWwdr+r6IxaLuZHN4WiBG9gczjeAYNQ4OTkZWZOMWbJkCftfCPxKS6VKlWBrawsbGxts3brVUKplmXfv3rH/hWqLukSYTc2tUfP582dYWlrC19cXVatWBRGxKn47d+5EqVKlUKtWrQxLY2/YsIH9L5VKWa5pYWZUlRs3bgBQ5lNWpUOHDpg9ezZ8fX3RsmXLbPlpb968GQ4ODihQoAD69u2LYcOGISgoCKampjpNGykQHx+vl0DNJ0+eQCwWqw1IdMWGDRswevRorFu3Dtu2bcP169dRunRpuLq6omLFigCQ7Tdbjo6OUCgUsLe3B6AcDL9+/RpEhBkzZmDLli3c6OZwjOWbwuFwDMfevXsJACUkJBhblXR5+fKlmu/u3LlzycfHh+7evcvaTJo0icRisVq78+fPG1FrdZYuXarmeyyXy3Xeh6oftlQqzbGcAgUKEACqXr06+fn5ERFRcHAwASCJRELVq1dn+7Xx4cMHpkdUVBRZWFiQtbU1nT17NsM+K1WqxHy84+PjmYwRI0aw/+vVq0dbt27NUP8nT56w9sWKFaPq1avTnj17aN68eTm8IpnTuHFjAkCXLl3SqdwxY8aQpaWlTmS9f/+e9u/fT3K5nNatW6fVv9/ExIR9/gDohx9+yHF/y5cv19qHq6srTZ06VSfnxOHkR7iBzeF8A8ydO5ccHR2NrUaGKBQKOnjwIE2ZMoXs7Ow0Htjm5uYEgDw8PMjNzY1tz0vBkIJOgwYN0ms/NWvWJADk5uaWo4BE1aDGtAQEBDDDHQCVKVNGq4yCBQsSACpUqFCW+x0+fDgBoGrVqlHlypXVPt/OnTtrfOYnTpzQkHHr1i2Ndobg7NmzBIBq1KhBycnJOpXdqFEjAkCPHj3KsYykpCTauXOnxrUpXLgwBQQE0IoVK+jIkSM0efJkunbtGhEpjePx48fnOhA0MDCQJk+eTBUrVqTly5fT77//rhasy+F8i3ADm8P5BhgwYAA1btzY2GpkmYcPH1LHjh3Jzs6OnJyc6JdffqERI0ZQ48aN6cuXL+zhPXDgQGOrSkRE+/btoypVqhAAsra21nt/crmcihYtSgCoWbNm2T5eJpOxmcyM8PDwIJFIRF5eXhQdHc2237hxgwCQlZUVvXnzJsv9RkREMMPczs6ODRRWrFhBcrmcnJ2dycPDg7p3784+4/DwcDUZffr0UTMgGzVqlL2TzyHCm5MLFy7oXLZwLmfOnKFdu3aRj49PtmXUqFGDDUQLFy5MAKhJkyZ6eYuSFR4+fEgAaOzYsUbpn8MxNtzA5nC+AZo2bUr9+vWjS5cuEQCSyWTGVilXCAaJsYwHVVRdJXr27Jkj4ygnJCUl5WgGNzExkbp06UIAqGvXrhm2vXbtGuujZs2aLF3dlClTCACFhoZmW+8nT55Qhw4dKCQkJMN2JUqUYDPk69evp5SUFHrw4AHTZ8eOHZnK0BUdO3YkADR06FC9yBfOycbGhv2/cOHCbMmoWrUqAaBRo0YREeUq1aIuGDdunF7caTic/AI3sDmcb4ASJUrQnDlz1Gb+cvta2NDI5XLy9PRkM7eq/r/GJDk5meki+DIbAsEAze4MrpCT2t7ePkv3gOq1Fmax27VrR0Du8mVnhb59+6r5ZQv/t2rVSq/9qhIUFEQAqEqVKjp3DVHtY9iwYeTs7Kx2vefMmaN1EJmcnExz586lU6dO0e7du9XcawydSzs93r9/TwBo5MiRxlaFwzEK3MDmcL5yhECyTZs2afhnTp8+3djqZYpcLqdFixZpDaTKCzPZqv7MT548MVi/1tbWBIBiYmKydZzgohEWFpal9pGRkWrXOSUlJdu+1zklISFBo3CNWCw26ODQx8eHANDMmTP13pdCoaA7d+7QokWLyNHRkX1H5XK52mz9lStXtH4PFi1apHcdswMAKlu2rLHV4HCMAk/Tx+F85fj7+wMAxowZo7Fv2bJlmDx5sqFVyhZjx47F7Nmz1batXr0aXl5erLT0Tz/9ZAzVkJCQoJb6UMjBbKi+AWSrkIpCoUBcXFy2+rGzs2Pp2EQiESsWIxRH0SdWVlYIDw+HnZ0d25aSkpLr4jHZwcbGBgBYSjt9IhKJ0LhxY8yaNQshISFwdHTEsmXLIJFI4OTkhF9++QUAcODAAQBA69at8cMPP+Ds2bNISUnBrFmz9K5jdrC3t4e/vz+WLl1qbFU4HMNjbAv/W0JIgeXu7k4xMTH0559/apTg5XB0zbFjx7RmXTh//jxbf/XqlZG11M7atWvVskx07dqV3Nzc2P7w8HACkGGKsx9//JHJsLS0ZBkyYmJiaNy4cSQWi3NUwlvVNQQABQUFZf8Ec8ipU6dYv1l1W5BKpWr6Zse9Q/DvTU1NZcfXqFEjp+pnm5MnT+bI31wXxMXFkYmJCU2cONHgfb9794769evHUiaqLhKJxGA+6DkhLCyMNm/ezPT19PQ0tkocjkHhBrYBeffuncaP5K5du4ytFucrRzVllrAILhVpje68xs8//8z0W716tUbeZyHQTyKRsG0hISHUv39/Mjc3Z+4QaRfBvUJ1Wbt2bab6yOVyjetpa2ur69POFFUXgV9//ZVtl8lkFBsbSx8+fNA4ZuXKlcz3OrsuNULaRNXraUjkcrlR79PChQuTg4ODUfoWiI6Opn79+rEMIQBo+/btRtUpPTw8PDS+X6tWrTK2WhyOQcmbT9WvmMOHD6v96OiquACHkx6qM7iqS3h4uFqxjryYxi82NlZN5ypVqmi0UTWa69Spo/Vcg4KCyMvLS2O7hYUFLVmyJMvG2/Xr11nbihUrsowNxiAqKkrNeBk9ejSZmJiwbefOnaOLFy9SUlISvXjxIlcGqpCWT3WwY2iKFClCgHGKJdWqVcsoxv2HDx9o5syZdOzYMUpOTqYiRYqQg4MDAco0h7kpNKQPtm7dSs2aNWP3yf79+2nEiBFkZWVl0PgEDicvwA1sA/Pbb79pNQCEH0wOR9fUr18/3XtOm+tIXkNwrQJABQoU0Niv7Tw8PDwoPDyc/vjjD/L3989QflhYmNr5q+Zg7tevn1pbYYDs4uKis/PLKWldPoTrU7x48XQ/32rVquW4P5FIxOQkJibq8Eyyxvr16wkAzZ8/36D9SqVSsrOzo0qVKhm0XyKinj17pvtZJiUlGVyf9EhISFBz5wJAt2/fNrZaHI5R4UGOBiY5OTndfV++fIFIJMKkSZPw7t07A2rF+ZpJe88VK1bMSJrkjJcvX7L/T5w4obGfiKBQKPDo0SOcPXsWUqkUly9fRtGiRTF27Fi4urpmKH/IkCEAAGtra0gkEhw/fpzt++uvv9ChQwd8/vwZqamp2LdvHwBgwYIFOjiz3GFiYoIyZcqw9R07diAuLg4fP37EmDFjUKVKFVStWhVVq1ZFxYoV0bNnT3h6eua4P4VCgc6dOwMARowYkWv9s0vjxo0BAM+fPzdov3PmzMGXL1+M8pkLz4GFCxfC1dUVFhYWCA4OBhHBwsLC4Ppo49OnT2jfvj0mT54MkUiEbdu2AVAGInM43zTGtvC/Nby9vdVG+cHBwSSVSlkqKNWFw9EFHz9+zLf31bt37+inn34iAFS8eHG99LF161a167Ny5UqSyWSUlJRE5cuX1/hejh49Wi96ZAUhF3hkZCQR/VfwBYDBi64YOn5E1SXGUMjlcrK2tiZLS0uDB6RLpVIWK5AXCiqlJSIigtq0acM+k2LFilFcXByrzrlz505jq8jhGJX89bT9ihB+lCpWrKi2nl8NIU7exdPTk91TR48eNbY6WSY2NpbMzMwIUBZTyUnVwKwglUpp7NixVLp0afrjjz/U9ikUCjpw4ICaz7axuH37NivXbWpqyv439O+FVColJycnAkDz5s0zWL9E/wVb1qxZU+9FbqRSKRUqVIgAGCWDyOrVq9m9n9eQyWTMF7xAgQK0f/9+ksvlLKuPITPMcDh5FW7FGQnhodihQwcWQAMoA80A0Pr1642tIucrQajyZmNjkydnwtJy+PBhVm0QALVv394oerx9+5b27dunliKtTp06BtcjJSWFWrVqpWFQC8uhQ4cMHuwml8upQoUKBIACAwMN1q9qJqa+ffvqta9Ro0YRABoxYoTBy45LpVKysbEhsVic576zMpmMhg0bRgDIycmJbZ80aRL7bC5cuGBEDTmcvAE3sI1E6dKlCQC5urpS27Zt2Q9TXosK5+R/BBeI+/fvq21/+fIl7dmzJ0/dc6rp2ITFWMFcBQoUYDq0adPGaCXZe/fuTQCoZcuWtG7dOpazPCUlxah59Hv06EGAMhuNIUlMTCRHR0cqWLCgXvtp3rw5AaCbN2/qtR9tvH37lt17Dx8+1GtfqampWTbimzRpwvRSTfe4Y8cOtn3Tpk36VJfDyTfwIEcj8P79ewQGBgIAAgICULduXbZv/fr1RtKK87Xy+fNnAECDBg3YNiJCv379MHjwYNSuXRvLli3Dxo0bIZPJjKUmAOD+/fvs/6SkJERGRhotmKtdu3YAgE6dOuHixYsoXLiwwfr+9OkT/vjjD1SpUgXHjh3DwIEDcfXqVUycOBGVKlUCAJiZmUEkEhlMp7SEh4fD1tYWRYsWNWi/lpaW6NChA+Li4rB371699ePi4gIACAoK0lsf6VG2bFlMmzYNANCkSRO9Bb3fuXMHzs7O6NatGxQKRabtX79+DQBYsmQJPn/+DLFYaULMnz8fgPLZNnr0aL3oyuHkO4xt4X+LqI72VVNfAaBmzZoZWz3OV8bx48cJAH38+JHev39PK1eupMqVKzMXJcHPFABdunTJqLpWqVKFANCcOXOMqgfRf1UibWxsDNrv5cuXydzcnH0mw4YNM9rseUaUKFGCJBIJxcbGGrzvoKAgAkDVq1fXWx+urq5UtGhRkslkeutDoEKFCiSRSGjs2LF06dIlUigUFBoayu6B5s2b67xPhUJB/fr1Y31069Ytwzci+/fvJwDUs2dPjX0dOnQgAPT48WOd68nh5Fe4gW0EtL0GB/JmoQ9O/ufvv/9mWThEIhGJxWJydnamuXPnEpHyfhRyTW/YsMGoug4ZMoTEYrFRdRBQKBQGDyA8c+aM2m+CtrzfeYW1a9eSRCIhOzs7ev36tUH7Fj4bfVZXbNu2LYnFYoO4wAift6qffb169QgAlSxZkvz8/LIt89KlS2RpaUmVK1emAwcOMHeOx48f07Rp08jGxob1WbduXQJAtWrVosOHD2vIioqKInNzczI1NdU62FMNpDakTz6Hk5fhBrYRiIiI0Gpg//bbb8ZWjfMVMnDgQAJARYsWpZEjR1JwcLBGm/HjxxMA8vHxodDQUIqPj1fbn5SURD4+PrRt2zaWGm7KlCkUERGhU12HDh1KAKh37946lZtTDG1g+/r6qqXdS/s55DWOHj1KIpGIKlSoYNB+hUkKkUhE06ZN00sg4Lp16wgA83nXJ8JnLpVKadSoUWRqakoAyNHRMUfyhLcvqsvixYvViioJS6FChSgpKUntTVaDBg2ob9++NH/+fNq8eTN16dKFANDkyZPT7XPMmDEEgEqVKpXnAjM5HGPADWwjsW3bNo0fugMHDhhbLc5XiGBgp8ebN2/UgvkAkLOzM61Zs4ZCQkJowoQJWgeEAGjIkCE61fXatWsEgIoUKaJTuTlFqIJpYmJikP7i4uLYtTVmAGN2EIJBtQ3c9EXairi6zrp08eJFMjc3J2tr6wyDbBUKBa1cuZL27NmTo35SUlLo559/ZudhZWXF9gUHB+fIUH3x4oXatSH6z4Bft24dmZiYkEgkIiLl9y0uLo4dGxgYSPb29lq/6xKJhIKCgjLsWyhnb2Zmlm29OZyvDW5gG5FXr15RkSJFaN26dXrL8cvhFC1aNEMDu2XLluwhWrhwYWrYsCGVKFFCIy1cuXLlyNfXlzZt2kTe3t5kZmamc99QYTCQV9yl7ty5w87/zJkzBulTMHDOnj1rkP5yS+HChQlApsaXLggODqZBgwaxz+Sff/5h/+vSV7pz585kZmZGz549S7fNjRs3qFSpUqz/EiVKUFhYWLb6uXr1qtp3zNXVNcc6y2QyWrFiBTk6OpJYLKYJEybQjh07iIhoxowZaoNiAPT7779nKjMyMpKCg4MpJiYmU2P/+vXrGoY9h/Mtw78FHM5XjuBnmR4xMTF069YtjVy/b968oenTp9OECRM0qgQ+efKEPUiXLFmSbcMiPVRdJIyRPvDs2bM0efJktVnLrl27Mn9oAOTu7q5XHZYvX04AaMaMGXrtR1cIn5e+fZXTzsz27NmTEhIS2Pq1a9d01le9evUydc8QAlFbt26tNgjNTlq/5ORkcnBwIGtr6xzPggt06tSJxVps3bpVY/+iRYvUrp+Xl1eu+kvLyZMnCQAtW7Ys37x94XD0CTewOZyvHABUvnx5ncqUy+W0cOFCKlWqFInFYipSpEiWZsQy4tmzZ9S9e3dmABw5ckRH2maNtLERVlZWVKNGDa2vy/VJaGgoSSQS5oed1xGuib7zlZ86dYr5Xc+YMYPkcjlJpVKdz2DL5XIyMzOjAQMGpNvmyZMnJBaLWUYNLy8vtfsjO4ND4ZhDhw7lWGdhYDpw4MAM29na2hKgn8w4K1euJEAZx8HhcLiBzeF81chkMjazpi/Onz/PSlg/ePAgRzLmzZunYcTGxMToWNOM+f3339P1NVddpk+frjcd5HI5hYaGMkOoV69eeutLVwDK7BOGQAiCVR3MicVi5vObmpqa7rHv37+nM2fO0KpVq+jNmzcUGhpKx44do71791JkZCRrJwQC7t+/X6scf39/di+8ePGCiJS+y8K27t27Z+ucqlWrxo4tUqQI9erVK1sGulBZUSwWZ+qmI5fLmc66IiYmhhVDAkBly5Y1WnEoDicvwQ1sDucrRnDl+PPPP/XaT1JSEpmamlLx4sVpyZIltHfv3mzlbhb8xJcvX25ww1pAGCQIfrXu7u6UkJBAnz9/phs3bjADQtUY0wW9evWi8uXLazXm80PJaSGwTVt6N12jGgR6/vx5NZciYWnRooXGPXTv3j21No0bN6ZKlSqpbRNcNKKiotjgZvDgwTR58mRavnw5eXp6EhHRgwcPNN5kCG86Tp8+naPzOnv2bLoDun379mV47KxZs9h5GxpPT0+ytLQkAFSwYEGWiWTMmDEG14XDyWtwA5vD+Yo5ePAgAaC7d+/qva9Tp06Rk5MTc28YMWJElo/dvn07AaAqVaroUcOMEQya/fv3aw3o+vHHH9UMH9XS81mZcfTx8aFmzZrR6tWr6cqVK9SrV68MZ8r79++v0/PTF8I9Zmpqqve+hDcygs91Wr9s1UVwVVi9ejXb9uOPP5KZmRm5u7uTlZUVWVtbU8GCBdl+IagxbQEwYbl+/ToRKYvsAMpy4bVq1WL7ly5dSseOHSMiogULFhAAOnHiRJbOzc/Pj/z8/OiXX34hZ2dnJnPUqFFa23/8+JHOnj3L8mW3bds2l1c3+5iYmBCgDDYlUmZFEfQ2dtEqDsfYcAObw/mK6dOnT7Z9QnWB8OB1dHSk5OTkLB3Trl07AkA3btzQs3baUc2a8v3332vsVygUNHfuXDWDS8j9C4D69eun1l4ul1O9evVo3rx5RETk4OCg1WibNGkSbdmyhdzd3Ukmk9Hz588JUPoa169fn8aNG2e0Wf2s0LNnTwJAM2fO1Htf0dHRBKgH7T569IiePHlCREp3JWtrawKUPvR37tyh2rVrEwB6+PAhEZHatbezs2PHCZ9/yZIlycTEhAYPHkw3btyglJQUVsWwUaNGRPRfmkAh8DXt0rhxY/b/L7/8kqNz7datGwGgYsWKaXz+qampGn2WLVs2R/3klFu3bhEAatq0qdr2kJAQppOu8+RzOPkJbmBzOF8xHTt2VHuVbSjOnz+f7kP26NGjBID69Omj5jMrZOvYtWuXodVlqKYzO378uNY2nz9/1mpUpc3UIgwyhNldbcd8+vRJQ35iYqJasKfw+j2vIuiYUVCgLmnRogUBGft9X7lyhb1JEQYrAkK2DQA0Z84ctt3Hx4dlBJFIJLR8+XI1mS4uLgSA5HI5bdy4kapWrcpKhAPKsu3a/Pjfvn2b43MVMpVIJBI2QCAi+vfffzX60WfZ+LR4e3uzfidOnKixX7iOhvLN53DyItzA5nC+YgQjzxi4ublpLWWtOuu3du1aOn78OFu3srLSWcq/nCBUCAQyLvmsUCho9OjRBCjdWgBQ165d2X5hm+piYWFBAGjChAk0duxY+vz5c4a6qFbjy8uGiurMv4uLi95n24XZZCDjQFgfHx/m6nH06NEsy798+TJJJBLq3r27WmYSVWNadenZs6dasRYipYEvGMf+/v7ZP8n/o5pb+tSpU2rnZmpqqjaIaNasWY77yQ5RUVHsun7//ff04cMHre1q1qxJQP4pmMTh6BpuYHM4XzEAqGPHjkbp29nZWetD38HBgapXr06urq4axoqx09L5+PgwXbLK5MmTtRpeAOjYsWOsOmVWDHeBtO4ouc2RrE9SUlLUZoUB0Js3b/TW3+bNmwkAVa1aVW99CNVL58+fzwzEH374QW3Ac/bsWUpISEhXhtC2XLlyNHbsWAJAffv2paioKJLJZBkeq4q7uzsBoEePHrFtiYmJrAiSs7Mz1ahRw2CFkKZNm0ZAxmXTif4LvlRdnj59ahAdOZy8ADewOZyvFIVCwV4vG4MGDRqwmd1hw4bR2rVr6cKFCwQo8/DGxMSwWd2BAwdqFLoxNL6+vsxYFoK2skJ8fDz16NFDzZDo37+/2szdP//8Q/Xr12cBcJnxxx9/MFnaAi6vXbtG7du3N4jfc3YQ/J9Hjx5NdevWpe+++44aN26cqxzPaVm8eDEB+s2TLvgXA6CdO3cSkbKqobu7Ow0aNChLMpYsWZLuwAsAWVtb04EDB9I9Xrh/hHth9uzZagGZbdq0YcGQLi4uBnvz4+TkREDm/tUKhYL5kasupUuXplq1auXpuAIORxdwA5vD+Up59eoVAaDffvvNKP3fvn2bqlevTkWLFqVChQoxVwJzc3MaP348ERE1b96c7O3tjaKfKmvXrlUzAnISFBobG0stWrTI0GjKKmnTygkFTYT82KpL586djT44IVJPoadtSUxMzPD4CxcukI2NTYZ5xlWzVFhaWur6FNQYP348Mwhzilwup8uXL9OwYcNo9erVtGLFChKLxSy1XdGiRTWOUSgUVLduXfZdSXsdTUxMqFGjRmruIQDo1q1buTndLJGUlEQikYicnZ2zfeyrV6+YcQ4oA0Zz4j4TGRlJixcvpt27d2c5gJrDMQbcwOZwvlIuX75MAOjXX381tipERBQQEED79+9XM149PDwIAF28eJHev39PiYmJWmds9U3z5s3Zg3/ZsmUG7z8tqiXAhcXMzExtXQgKFZYaNWoYW23q3bs3VatWjc0uf/z4UU3H9MpzC8VdhKV+/fq0c+dOjeqMqjPLhnApMjc315shLxjR9+7dU/tOqOZcV120pbA8dOgQDRo0SC1YU59MnTqVANDChQtzLEOhUKhlWcmqa8v169fp1KlTVLp0aXaskKGHw8mLcAObw/lKEXxV8/Kr2L59+2o1Jnr16kUfP37Ue/8DBw4kACwgC8i8sIc+8fLyourVq6c7C1yqVCny8/Njftznzp3TaGOoYLesILgJqbo2BAQEaLRTDXTt0aOH2uzs3bt3afv27bRr1y6187SwsND7YKx06dJUv359vchWNTLd3d3ZdsGtomzZsmrnq0+/9qwiBJhOmDAhV3IUCgWNHDlS494dPnw4ESln/qVSKf31119qecbTLrp4W8Th6AtuYHM4Xym//PILFStWzNhqZEhMTAytWLGC/vrrL5o5cyaNGjWKChcuzLIUWFlZEQBycHDQuRuEULEv7WKIPNwBAQE0ZcoUmj9/PtWvX5+uXr2abuEZOzs7MjMzo0uXLmmUAlc1TFUXa2trOnjwoN7PIyOEGAChAM2ZM2fUdGzYsCHZ29tTx44dWa5qIZezVCrVGgQLKIu5GApra2vq27evXmQnJCTQ9OnT2XkNGTKEGjZsSIAyRsHX15c2bNhALVu2zHb5dX0CgGrXrq2T7CA+Pj7Uq1cv5rsPQK10vLZlx44d9MsvvxAAev36tQ7OiMPRD9zA5nC+Uho1akQNGjQwtho54u7duzRy5EiWxxv4r8qeLlBNxye4LrRs2dIg5b6JiFXfS2/x9fWlJUuWkJ+fX5bkJSYmUkREhFpwJADy8PDQ85lo59SpU2Rvb08AqF69emz76tWrqVmzZlS4cGE1owoAFSpUiFVfFDh+/Dj16dOH9u3bR+3bt6e9e/ca7BxSUlJIJBLR/Pnz9Vqo6f79+2zGXiwW08CBA43iJpVVhBztixYt0qncO3fusKBnVVehpKQkjbYPHz4kKysr6tKlS56+VpxvG25gczhfIcLsIQANP9b8hPCa3NnZOcczZlOmTCE3Nze1fL1btmxh1+fevXu6UjfLCC4prVu3piVLllCpUqUIAJUoUUInBUMePHjAjDah+qChUCgUai4e6Rn5UqmU9uzZQ3K5PM8aSXZ2duw89B1EOHDgQDI1NaWgoKA8ez0EhPtVW6Gk3CB8x4OCgjINihUGk3khZoLD0YYYHA7nq+PDhw8AADc3N0gkEiNrkzMSExPh7+8PAHj37h1EIlGmxxARFixYABsbG4hEIohEIqxatQr37t2Ds7MzQkND4enpifHjxwMANm7cCJlMhl27diE1NVWv56NK69atAQDXr1/HiBEjEBQUBCJCSEgInj9/nmv5DRo0gFQqBQDcv38f1atXx9u3b3MtNyuIRCJs2bKFrV+5cgUmJiaYPHmyWjsTExMMGjQIYrEYYnHefBRNmTKFfX+aNWuG4OBgvfVlZ2cHqVQKFxcXzJ07V2/96IJu3boBAD59+qRTucJ3vFSpUrC0tMyw7fDhwwEAnp6eOtWBw9EZxrbwORyO7hHKkQcFBRlblRxz6NAhAkCDBw/OUvuUlJR0q+0NHjw4Q5cMYcmqS0Zu+fTpE+tz3Lhxeuvn4MGDaudnSG7cuEHr1q3TcAPJy0G36bFnzx4ClMG3+qpM+P79e5oyZQoByrzweRmh6E5WiibpAyEnOaDMQMTh5EW4gc3hfIV06dLF4AaVrhECHd+/f09E6qncunXrRkREL168oAEDBmhk3khJSaGgoCA139lKlSqx/ZcvX6ZixYppGNje3t4GOTdhAAQDuB4kJyezvmrXrq3XvrQRGhpKly5doiZNmhCAPJH3PCeMGDGCgNylqMsMYeA1evRovfWhCy5evEimpqYEGKfKqFA5dPLkyXnenYbz7SIiItL1rDiHwzEuIpEIFhYWSEpKMrYqOUZ4XdyqVSs8efIEMTExmR7TvHlzLFq0CE2bNtXYp1AoMH36dDRs2BC9evVCbGwsoqOj4eLiAgB4+PAh6tevr9uT0EJAQADKli0LAChatCjCw8OzfKxMroCJROlOQUQgAsTirLnOCG4YxvrJf/bsGWrXrg0rKyskJCQYRYfc8OnTJxQvXhwA8P79e5QsWVLnfTRq1AiPHj3C8+fPUbVqVZ3L1yWnT59Gly5dAAD9+vXDgQMHDNZ3pUqV8Pr1a6PdyxxOVsibjm8cDifHCA+dunXrGlmT7OHv7w9nZ2ecPHlSbfvVq1eZcd2kSRPs379fbb+bmxvGjRuHy5cv4/r161qNawAQi8VYsWIFevXqBQAoVKgQ1q9fz/bXqlVLh2ejSXx8PGJiYjBixAgAQPny5bNsXCsUBLmC8Oe9IHT6/RaarbiKmcdeIDQmCTK5ItPjRSIRVqxYAQBwdXXN+UnkED8/P7Rv3x4SiQRz5szJtP3KlStRuXJljBkzBvHx8QbQMHMWLlzI/teHYadQKPDgwQMUL148zxvXANC5c2ccPnwYAPDXX3/hwoULBuk3ODgYr1+/NkhfHE6uMN7kOYfD0QcfPnwgAPTXX38ZW5UskZSUREuXLlVz1RAKWgCgFi1asHzYUVFRasfm5vWwqn+yvt000uZ0dnV1zbaM0fsfk8uvp9WWWvMv0IeoRJLLM/cL9vf3Z37QhuTBgwfsvH/++ecM27548UKjYmX16tWN7gYgl8vJ0dGRANDRo0f10oePjw8BoJYtWxr9fLNDSEgI+6zSplnUJfPmzVO7LzZv3qy3vjgcXcBnsDmcr4xdu3YBAOrVq2dkTdLH29ubZfmwtLTEjBkzAIC9gj9//jxre+3aNSQkJICIULhwYTU5uck+0bdvX7V1fc6UBgQEsP+rV6+uNnOeGXIFwTskBmdfaGZsiEqUYtM1P2QhwQp7MxAbG4t58+Zluf/c0qNHDwDApk2bsHr16gzbtm7dGqmpqejevTtu3LgBAHjx4gVsbGz0rmd6HDhwAA4ODggLC8PSpUvZ+egawSXq2rVrkEgkWLNmjV760TUlSpRAzZo1AQBVqlSBl5eXXvoR7tm2bdvC398fo0aN0ks/HI6u4D7YHM5XhvCgVigUWUptZ2hmzZqFJUuWaGyfM2cO1q9fj9jYWDRu3Bh3794FACQlJcHCwkLnemi7Nm5ubrh165bOUht6enrCysoKlSpVYtuy+5ObKlNg+60ArLyg/bV4KTsr3JzWMlM5UqkUffr0wbFjx3KkR04gFd9vQOm29PDhQ42B0YQJE7Bhwwa2LpfLIRaL1fyejfGoio6ORrFixZCSkgJA6WtcsmRJdOrUCc2aNdN5f7du3cLJkyexatUqAMrvxIIFC3Tej644efIkBg4cqBEfcfv2bTRp0kRn/bx79w6urq6oWbMmnj17pjO5HI4+4TPYHM5XSl40rj09PZlx3b9/f0RERCAlJQUxMTFYsGABXrx4gYoVKzLjGlDmS9YHoaGh6N69Ow4ePAgHBwcAwL179zB06NAcy7x69Sq2b9+Oe/fuwdfXF3Xq1FEzrq2trbMtUyQCbCxN092f0T5VTE1NcfToUZZ3OjExMdu6ZJWePXuytxOqPHnyBFWrVmVvL86ePYutW7eqGdejR49mBnhSUhIsLS1RpUoVAMCjR4+wbNkyvemtyq1bt2Bra4uUlBQ0btwY1apVw9mzZ7F27Vq4u7ujX79+uHPnjk4N/2bNmmHlypWYOHEiAGXgbV5izpw5WLZsGRITE6FQKNC9e3etwcft27fXWZ83b95kcQM///yzzuRyOHrHeN4pHA5H1wgVHGvVqmVsVbQSEBCQpbzMq1atohYtWtD58+cNplvnzp0JAB08eDBHx0dERKSbX1vwIc9p+rWYpFSqOPushg+2y6+nafeddySVZd1nd82aNQSASpcunSNdMkPVV9bMzIxsbW0pMjKSLl68qHFdbGxs2P9jx47V8OH9999/tV7PN2/e6EV3IqW/daNGjVhfs2fPVtsvlUppyJAhLI1kkyZNyNPTU6c6uLq6komJCYWGhupUbm5R/QyEsub79+8nqVRKXbt2JRcXF3J3d6fdu3frpL/nz5+z/oYPH07Jyck6kcvhGAJuYHM4XxHXr18nAPTdd98ZW5V0effuHXto5qVgrrNnzxIAKl68eLaOS01NpdKlS2s1BIXPISoqim1LSEjItm5yuYLOvQjVMLLHHnhCsiwEOKri5eVFAMjd3T3bemQFAGRiYqJxnteuXWPX4MyZMxrXSiaTachKSUmhEiVKEABq0KABy39sampKXbt21cv9c+XKFabTkydP0m0XGRlJM2bMICsrK3JwcKCwsDCd9D9x4kQCQE2bNtWJPF2i+nl5eHjQ33//rdf+hMHarl279NoPh6MPuIHN4XxFrFy5kgDQw4cPja1KusTHx2c6g20M5HJ5pllFZDIZ3b9/X80YDAwMVDM8WrZsqfVYofpd586dc6SfTK6gmKRU2n8vkDZde0s+H2P+r3f2DOxjx44RAHJxccmRHso+5dSxY0dycHCgSZMmUWJiIikUCvYGJb3PNiAggF27mTNnMuMZgFpRoLQI1RMVCgUtXryYHaOPjB7Pnj3L1v3p6elJpqam5OLiopOZbKHvwoULU/HixWn48OEZXhtDERMTw3S7cOGCQfrcu3cvAaA///zTIP1xOLokbz3hOBxOrqhVq1aeM1zTsnr16jxpYBP9Z9z8/fffpFAoyMvLi5YsWUJ169Yla2trkkgkBIAcHR3ZMe/evaNFixaxY9u2batVtqoBv2PHjhyX3E6VySlVKs/2zLUqbdq0yXAwkBmqbyHEYjEBIEtLSypYsCABoJIlS2ZZ1ufPn7Pdv9B3gQIFaMmSJdk+PiOCgoJYesCscu3aNbKysqKaNWvmun9tb0KaNGmSa7lEynPbtGlTuq5XUqmUAgICaO/eveTg4EA+Pj60YsUKatCgAe3evZt91p06ddKJPlmhSJEieb6yJYejjbz3hONwODkmrxquqgj+yK1btza2Khqk50Od3jJkyBC1dScnJ/Ly8kpXvpOTE2v722+/GfDM1ElOTqYyZcpkOFufEcLM4siRI+ngwYPUvHlzqlevHlWqVImGDRumB43VUfXdTjvg0QVmZmbZljl8+HACQLdv385V3+fPn6f9+/ez9Ro1ajCXkdy4xFy+fJmVNxeLxRr+7nXr1s3SPW9qakpr1qzJsR7ZReg3Pj7eYH1yOLogbz+JORxOlgkLC8sXBnalSpUIACUlJRlbFQ3SGhPFixen0aNH0/z58+n+/fu0bt06ksvlVLFiRY223t7eWerj/PnzBIAqV66s57PJmPfv37OZ58DAQLV9165do+nTp6frmmDsey0lJYVCQ0MpOjqa6VGsWDGd+GTfuXOHAFC1atWydZyXlxcVKFCAAFDfvn3p3bt3udaFSOnrLZzjrl27SC6Xa5xnQEBApt8nJycncnFxoYMHD5JYLCYrKysWwKn6dkV4CyMY9o6OjrRhwwa2L6MBpC65dOmSmk5xcXEG6ZfD0RV5+0nM4XCyzIULFwgAvXr1ytiqZIjgZmFsA1MbgvEiPNTTy7SRkJBALi4uVL169QwD4dJDkJ+amppblXPFnTt3yMTEhEQiEVWtWpWePHlCbdu2VTNsXFxcyM3NTc3AUXURMTaqmUYqVapE9+/fz5U8Dw8PsrKyypFBl5KSQoMGDSIzMzMyNTWladOm0Y0bN6h169Y0cOBA2rFjB3l6emZ7ICBUZwWU2TtMTU3JxMSE7t+/T7169SJAmbEl7YDo+PHjVLduXeYStG7dOiL677dCGJgULVqUANCqVavYsWFhYbRx40ZSKBQkk8nU3r4UK1aMZs+erbcg5bSDV11lJeFwDInxfx05HI5OGDduHAHaszHkJYYNG8Zmh/MqKSkp7OE+ZswYnctXnQHXVfaJnKItfZ6trS1Nnz6dHBwc2LZy5cqxYwQXETc3NyNq/h9xcXHk7u5OAMjc3JxSUlJyJOfdu3ckEomob9++udInNDSU3N3dmc8yAOafDoB69uxJsbGx2ZI5a9YstUGPNveNkiVLspls1aBEADRhwgQ1gzg+Pp7at2/P9lepUiVDnZ49e0ZDhw5lJeN17Yv96dMnredUvnx5nfXB4RgSbmBzOF8JeWVGMSOEYECRSERbtmwxtjoZ8vnzZzI3N2fXNSQkRGeyDx48yOROmzZNZ3JzQ3h4OE2YMIH++OMP+vTpExEps6Z8/PiRbG1tCVDmIi5fvjxNmDBBL77PuSEhIYFWrVrFfMOzwrt372j58uXUp08f+u2332jdunUEgA4dOqQTnby9vWnt2rUsZWFQUBCNHDmSxGIx2djY0NKlSzOdKVcoFJScnEybN29WM4aFYOEqVarQnj172D7hrUqxYsUIAE2ZMoVevHiRrvy7d+/Sv//+S1FRUVk6J5lMxlI9ikSiLF8LbUilUtq5c6dWw9pQmUo4HH2Rt5/GHA4nywCg5s2bG1uNDBEennfv3jW2KllC9dX8zJkzdSa3X79+TG5edJVJizYDCADVr1/f2KqpoVAoyNnZmWxsbLLUtmLFiiSRSMjU1JQVjhFcTfTJ/fv3qXLlyiQWi8nJyYk2b96sdfY4Li6OmjVrxvSqWLEim71esmSJWuEVmUxGbm5uap/PvHnz9HYOwux8Tknvnnr27BmFh4frUFMOxzjwUukczldEnTp1jK1ClnBycjK2ClnCyckJ7u7uAIAlS5bgn3/+0Ync3bt3Y9y4cQCAV69e4caNGzqRm13i4uKwb98+hIaGai35LZPJ8O+//7J1T09PxMTEYMyYMZg6dSqOHz9uQG0zRyQSoU2bNoiJicHWrVszbDt9+nS8fv0aHTp0QGpqKj58+IDGjRvD2toaPXr00KueDRs2hI+PD65cuQKZTIbRo0ejWLFi6N69OxYuXIipU6di6NChqFWrFu7cuYN27dqhc+fO+O677yCRSAAAUqkU5ubmTKZEIsHJkyfZ/sWLF2Pu3Ll6OweFQgEzMzMoFIpsHScSiSASidLdX7NmTRQtWjS36nE4xsfYFj6Hw8k9nz9/zvMuIsLrdwA59pE1Bh8/flSbYStYsKBO5ArZRADQxYsXdSIzu0ybNk3t3ObMmUNERA8fPmT+zMK+Xr16GUXH7PLlyxcNn/G0+Pj4EACqWrWqRgYVY/Dw4UNyd3cnGxsbMjExIUtLSzIxMSEHBwfas2cPC2RUXT58+KBV1qtXr2j37t05zrOeVTp37kwAqE+fPlk+Ju05WFlZEZFy9l0kEuX5+BEOJzvk3acxh8PJMkJ1vp07dxpblXQRHqrpuRVERUXlKCOHIQgPD1czDAYPHpzrQYKQrvDHH3/UkZbZp06dOswlQjg31bLvYrGY6tSpY7QBQE4ICAggANSuXbt020yaNIkA0MKFC/WWCUNXJCUlsc/j/PnzeUrf4sWLE6CsOunt7Z1hqkrV7DwlS5ak/v37Gz2LDoejT7iBzeHkcxQKBTVp0oQaNGig91mrrODr60vbt2/X2D569Gj2gD116hRt3LiR5QquV68e22dmZpanjAhV1q5dq2Z85oaff/5ZY0bPkNy4cYMAZTVEImWQoJBC0cnJKdcFUwxJVFQUBQcHU1hYGDVr1ozMzMwyzM4yc+ZMds3nz59vQE2zT/PmzfXuT51TXr9+TT169FC7hwcNGqS17R9//EEAaPHixYZVksMxEtzA5nDyOVeuXCEAdPr0ab31sXHjRuY+QET05s0bGjdunNor3ZiYGCpcuDB70Pbo0YOio6OJSDl7lTa/ckbLzz//rLdzyS2//vqrzlxd0hb4EBZDDJQOHDhAgDKnsUBCQgKFhobqvW9d07JlS7XrN2XKlHTbfvr0iSpXrsza5jZvtj5JSUlh2UD+/PNPY6uTLkuWLCFnZ2cClJUe06JamCgvu7FxOLqE3+kcTj5GoVCQu7s71alTJ0tGWXx8fKbtUlNTadu2bfTx40datmyZ2oMx7WzVyZMn6fDhw7RmzRqytrbWaixaWlpqbCtSpAiZmZlpZDwQfMnt7Ox0dYl0glQqpTdv3qgZ1wBY+rXccvnyZTW506dP14ncjPj9998JALVq1UrvfemDa9euEQC12WgA1L17d42CK48fP6a1a9equfpIJBJavXq1TnR5+fIlAeqFWnRBYGAg07dWrVp5OrtGUFAQAf9VwLx9+3a6A2gO51uA3+kcTj7mu+++Yw+t5cuXp9tOoVDQwoULCVAWEUnrK/nnn39q+OKmXQR/y4yWxo0bq62rGt0ikUhrrl3VQLu9e/eSjY1Npj60hkSY6VVdRCIRXbt2TS/9CX3s27dPL/IFQkNDydzcnCwsLPJk2fr0OHToUKb3YVrS7i9cuLBOZ+pVZd+8eZPi4+N1JnvFihVUpEgRAkDff/+9zuTqmh9++IEAaA3I5AY251uE3+kcTj5FJpNpPLhU/TRTUlJILpfT48ePmR+nagVBIY9t48aN1Vw7BAOyXbt25O7uzgphSKVSKlOmDDN8hWp+IpGIWrRowQLhIiMj1Qz4hIQEioiISPc8IiMjyd7envX98eNHqlu3LlsvWLAg+fr66uMSZgnVqnmmpqYas6O6RrVoiOCColAoaOfOnfTPP//o1D9dKHgjEonyrN+7gFQq1bjfBSNZLpfTggULNAy45ORkunr1Ktvu4uKilxzs2oxIDw8PnckXqjJu2LBBZzJ1TWZGtYmJCRt0czjfAtzA5nDyIQqFgqpUqcJmnVUN0sqVK1OZMmXUHm5WVlY0b948taIV2pb79+8bzdAyNTUlACSXyykqKoqlAQOM6zIi6GDIqoVWVlas30qVKtGSJUvY+smTJ3XWj0KhYHLz8ix2RESE2n2qrVJj2hnS8PBwKlu2LAHKwNnx48frTb/0vk/Jyck0evToXN87wpsqXbug6JIOHTpk+Nsyd+5cY6vI4RgUbmBzOPkQ1QeX4FMdERFBEomEChQoQDY2NlS7dm1q1KgRtW3blvkKjxs3jh03bNgw8vHxoXnz5lHz5s1pxYoVxjwlNovet29fti0lJYVV2AsODja4Tqr+vZ6engbtW9X9R3XZtm2bzvoQDFdtgWl5hS9fvpCrqysBGVfTvHTpktbrNXPmTL0PHoS+Dh48qLauuvz66685li8MmHU5uNI1T548UTtfFxcXSk5OJgC0aNEiY6vH4RgcbmBzOPkQ4SGWk7zRISEh9ObNGz1olXOOHz+u9nBWnUXfuHEjc2MwNEJ2Cl0Vl8kKMTExFBkZydYDAgKYX7qq24gqcrmcSpYsSW5ubnT16tUsv4UQ3hrkVQM7ISGBnbePj0+m7e/cuUOdOnXK1F1BdWnatCmNGDGCLl68mGkAsEKhoGrVqtHEiRPVtqvKu3TpEr17905rXzlFiJ8AkKeLsejiXDmcrwVeKp3DyWesX78eAFC/fv0clUYvUaIEypcvr2u1csWTJ0/U1qdMmcL+//777wEARIS///7boHrZ2NgAAIoVK2aQ/sLDw2FjYwN7e3ssW7YMixcvxpkzZ7Bx40bWxtfXV+O44cOHIzg4GPfu3UOrVq3g7OyMtWvXws/PDz/99BPq1KmD2rVro2PHjjhz5gxOnToFkUgEqVQKADhx4oRBzi+rEBFEIhGsra0BAGvWrEHlypUzPa5x48Y4ffo0u0alS5fOsL2TkxNcXFxw8+ZNtG3bFkOHDtVaMl5g48aN8Pb2xvr161nJb5FIhPj4eCQmJgIA3rx5o7Xf6dOnZ6p/esyePRuLFi0CAPTs2TNDHQ1BQEAARCIRXr16BQBYuXKlWvnzpUuXGks1DifvYFz7nsPhZJXExES1LB1C8OHXwJw5c9Rmvxo2bMj2jRo1KsPZ25ygmn+6Zs2a1KBBA7Y+Y8YMksvltHnzZrYto6IlukIul5OFhUWmM65isZgUCgX98ccfVKhQIVb8xsTEhNauXUt9+/ZluZOFRXCz0bbkteDGtOndSpQooVP5SUlJdOXKFUpMTGTbFAoF7dixgwDQ9evX0z02o8+lX79+BIDc3d1p9uzZ9OrVK5Z5p3fv3rnSed++fdS1a1e1WXdjktk9yuFwuIsIh5OnOXr0qNYCLfmxGEhGCMVyhMXExITtS01NZduFHLv379+nBg0aZFhQJCP8/f2z7EJgbm5uECNUtbKjk5OThh61atUiW1tbje2Cm0f58uXV5O3fv5/c3NzUKhUGBQXR/Pnz2bGHDx/OUKfbt2/T5cuX9XK+aXF3d9c4N6FQkb4JDQ1lff7zzz9a27x48UJDPyGXeEbLq1evcqXb/fv3NWSuXbs2VzJzg2pgbNolKCjIaHpxOHkNbmBzOHmQjB5ieaEcui4RSqh7eHjQo0ePtM6C+fr6pns93N3ds9XfxIkT2bEODg40atQolkZQSIemupw5c0Zn55oRQn8nT56k2NhY6ty5s4aPfUREBFWvXp2sra2pevXqdPfuXXbc5MmTs9RP//79CQDNnj07w3aq1ff0HeDZvn17jev++PFjvfapypEjR1i/6aVhVJ1BVl1Kliyptq5aQOnKlStqMsLDw6lx48bZehOTlJREAGjcuHH0/Plz8vPzy9W55pav+beIw9El3MDmcPIgaQ3sly9fGlslvaF6nqqZINLOhjVt2lSt7eLFizWMnbt379KNGzfS7UswVoQZX20z01KplNq0aZOpwaULUlJSqFmzZmpGWXazpcjlcvLy8spye20DGG2opsbTp0vC+fPnCQANHTqUkpOT9dZPRqgGU2pbevbsqVYQSXU7UdaC+9Ie++zZsyzrJxKJqFKlSrk+z9yiGmz55csXY6vD4eRpuIHN4eRRRo4cSYAyh3VISIix1dEb6Rk1QsqzjFi/fn2mr+iF1/RSqZTNNmYln3BQUFC2XEMUCkW2fcSF2WTV5erVq9mSkR1UB252dnZs8DBhwgS1suFr164lOzs7Nb1+//13Cg4Opr179+rM/3/nzp0EgDp16kSpqak6kZkbpk+fToMGDdL4TNq0aUMODg5q28RiMTtu9+7dWboP0y5ZwdPTkwCle5Qxr9HTp0+zrTuH8y3DvyUcTh5m6tSp7IFWpEgRKlSoEA0cOJAFaOX3V7RBQUFaDY9evXpl2biVy+UUHx9PkydPZvmS69Spk2vDJjsEBwczA0zV8MoMIQiubNmydOXKlVz762YFLy8v6tGjBwEgV1dXtWslIFT5TGtkC9sFX/jc8PbtWyZXl6XF9YVMJqMNGzaQm5ub1kDIrBjUe/bsobi4OLa+d+/eTPsViuUAoHbt2hnlO9+lSxe188jvvzscjiHgBjaHk4eJjo5mD7VWrVqpzXKqVmWsWLFins6Pmx5NmjTRMEIePXqkM/kKhUItgNLBwUHnAYtpqwwCoFOnThGR0vAGQJaWlnT37l21/NZCmXIA5O/vr1OdMiM9H/9Hjx7RqlWrmDEnEBgYSOvWrWMZSwDQ1KlTs+Q+k5SURMOGDUvX6NRl4Zy8Ttpz79q1a6bH+Pn5kaOjIztm+vTpBtD0PwwxQOVwvkb4N4XDyeO8efOGuYgIRplQfCXtYmNjQ5UrV9ZZOjt9o6q7RCLRywP8p59+YnL1ESD26tUrJn/t2rUsq8eSJUto0aJFGp9Rv379qFq1amx90qRJOtcpKwjFfb7//ntq2LAhAcqMJMIsdXoDkbTn07p1axo1apTWaonHjx+nUqVKpWtcFyhQQN+nmafIjbG6ZcsWgxu46X1uvDIjh5M53MDmcPIRaWdLnz17RgqFgg4cOEDdunVjM13Lli0ztqpZQtUFwdramgDQd999pzP5qoFp+qpeqfrKH1Cm0wNAhQoVotmzZ2fqNjB48GC96JUdUlNTac6cOWozpekRGBhInp6eWlPUmZmZ0fnz5+natWtsW8eOHcnX15eIlG4Wqp/Jt4bqG6fsXANzc3PWvlevXnrW8j9q1qyp9Z4dNGiQwXTgcPIr394vHIeTz3nw4AF16NAhXf9NANS4cWMDa5Uzbt26pWY8qLpX5BbVlHtDhgzRicz0iI+Pp9atW2sYIh07diQAZGFhQdeuXaOHDx8yo7tSpUqsXV4p9hITE0OPHz/Oso9tXFwcnTp1ipo3b858hVWL2vTs2ZP766YhbSrIiIgIevjwIREpr2eTJk3U2qu+rYqJiTGGykRE9OuvvzI98qM7GodjaERERq65yuFwdIpIJIKHhwcuX75sbFWyjFBmeeDAgdi7d2+u5fn5+amVg1+6dGmuSlWnh0KhwMOHD5GcnIwOHTogOTkZAGBvb4/IyEjWrlu3bjh+/Dhb9/f3R9myZdl5f/z4EcWLF9e5foZm5MiR2LZtGwAgIiICRYoUMbJGeQMPDw+4ublh0aJFaiXFM4KUE2AYNmwYdu/ejYSEBFhZWelZU00dALCS8Gm3czic9BEbWwEOh6M7PD09AQBmZmZG1iRrpKamqj24d+3apRO5Q4cOZf//9ddfejGuL1y4AIlEAjc3N7Rs2RLJycmQSCTYunUrPn/+jH379mHUqFGIjIxUM64BoGzZsgAAiUQCAJgxY4bO9TM027ZtY8b1oUOHuHGtwtWrV3H48GEAwPXr17N0jEgkglgsxu7duwEAjx490pd6WnF0dIRYLIZYLM7yoIDD4fwHn8HmcL4ixGIxiAj+/v5wdXU1tjqZUq9ePTx58gQAUKpUKbx9+zbXg4N//vkHffr0AQD4+PigcuXKudYTUM7arVu3Dt999x2cnZ1RsWJFvHnzBsWLF0fz5s1RqlQpLF68GCYmJlmWuW7dOkyePJmtb9myBefOnUPv3r0xYMAAnehtCFJSUmBhYQEACA8PR9GiRY2sUd5GoVCwwVXDhg1x//59ti8jY1afj+vevXvj33//zbSdQqHgBjeHkxWM5JrC4XB0jGrqtfyCkLHiwIEDOpEnFOUAQLdu3dKJzPnz52v4VqumSMT/AzRz40etLV1h165d9Vp0Rleo3ncNGjQwtjr5BplMRr/88ovW+6Zv375qAYVp740//vhDZ3oMHz48wyBcuVyeo6wnHM63Dv+2cDhfCUIar/HjxxMR0aNHj2jGjBlUr149gxQwyQ47duxgD+wRI0boTO748eMJUKYrvH//fq5kxcXFqQV2iUQiMjExUTM2VPNCz549O1f9eXp60ty5c6lYsWIaRk5epmfPngSABgwYYGxVvlq0Gb41a9akjx8/qm3r2bMnff78WauMH3/8UUPGuXPn0jWseXAqh5M78vYvN4fDyRIrV65UyzRw9+5dNWNQV7O5ukLQq3z58jot/3znzh01I2HmzJk5ltW7d28mp0iRImx7TEyM2gBBWK5du6aDM1DSoEEDNrsvzCLmRfz9/fPFIOBrIO1McmaLUClTKpWSs7Nzpu137dqVrnHO4XCyD/fB5nC+Auzt7SGRSBAQEIACBQpgwoQJ2LBhAwDgp59+wtatW42soTqCD6c+fn7i4+Oxdu1a/PbbbwAAOzs7tYweWYGIIBb/FwN+5swZdOzYUa2Nqh/qw4cPUb9+/VxorZ0yZcogMDAQnp6eqFWrls7l5xbhGpw+fRqdOnUysjZfP7n1fQ4ODoazs7PG/Q0o7+F69epx/2oOR0fwLCIczldAt27dkJqaig8fPgAACzgDlNkdFi1ahIkTJyI4ONhYKqohEolgY2OjFwO7QIECmDNnDgID/9fefYdFcX19AP8uKHV3WZpUAUWsKCDRKBbsPcHYNUaIJRp7N7HHHmuMGjUaW+yKLZZYsWDvsWJFpCrSpO6ye94/eHd+LCy9Wc7neXgeptw7Z2annJ2duTcYABATE1PgOpRKpfD/kydPsiXXAPD48WOsWLECYWFhJZJcAxDW4fTp0yVSf1GoX04FwMl1KWnTpk2Rytvb2wPIOP6ICHFxcQCAsWPHol69ehCJRJg7d262ZvkYY4VQhnfPGWPFJCYmhmxtbQkAffHFFwSA6tWrR8ePH8/WVXX9+vXpzJkzlJSUVKoxKpVKoRtx/P+LgSXZpfuhQ4eEZZmamtKmTZsKVF5dtixJJBIhDm1dkZclDw8PAkCXLl0q61A+K3K5PNvjHTVq1KCwsDCN+bQ9xnT37l2qWrUqzZ07V2vdWednH4akpCQ6evRoWYfBCojvYDP2CTA1NcXdu3exadMmODs7Q09PD76+vmjTpg2uX7+OI0eOICoqCj4+Prh27RpatGgBY2Nj/Pbbb6UW4+bNm6FQKABkdCgTEhJSou11Z+6wJjY2Fj/88EOh6rG1tS2ukAosJiYGhoaGAICLFy+WWRzaqNtcr1SpUhlH8nkpX748iAgJCQlYs2YNlEolHj58mG0/1fargpubG548eYIpU6YI49R3q/mO9YfJ3t4exsbG6NChA39GHxl+Bpuxz8zatWsxZMgQYdjIyAgymQy7du1C48aNS2SZcXFxMDU1BQDcuHEDnp6eJbKczGrWrIlHjx5pjCtIu9jLly/H6NGjYWVlhcjIyJIIMV/KlSsHpVKJXbt2oUePHmUWR2Y+Pj44dOgQAOD9+/cQi8VlHBHTRqVS4auvvsLRo0ezTXv16hUcHBy0Jm3+/v7o0qVLaYTIcpFTQl0WvXqyguM72Ix9ZgYPHgwiwps3bzBnzhw0bdoU4eHh6NevH/755x+EhobiwIEDUKlUADJeGpwxYwZ69uyJiIiIQi0zOTkZQEaPhaWRXAPA1atXceHCBahUKlSsWBEA8ODBgxznV6lUePbsGQ4ePIgZM2Zg3LhxsLa2LtPkOj09Xfhisnz58jKLIyt1cn306FFOrj9gOjo6OHLkiNZp2joDWrZsGVQqFSfXH5g1a9bgxo0bwvCOHTvKMBqWX3wHmzGGu3fvwtfXF3fv3tUY7+LigqdPn2qMK0xPbuqe67799lts3bq1yPEW1JEjR9CpUyeYmprm+NLjuHHjsHTpUmHY0tISFy9ehIuLS2mFmU3W7fyhnK5LshUYVjJUKhUGDhyIv/76ix81+Ehk/pyISBhWKpXZWoFhHx7+hBhjcHNzw9WrV7F9+3ZMmTIFo0aNgpubG3R1ddG5c2c8ePAAJiYmAAr3LPDPP/8MAEKrBaUpLi5OeLRi9OjR2aYTEXbu3Ckk10uWLIFSqcSbN2/KNLlW/4KgtnPnzlKP4caNG4iOjs5xempqailGw4pCR0cHGzZs4OT6E/DVV1+VdQgsHzjBZowBAPT19dG7d2/MmTMHv/32G+7cuYNHjx5h//79qFmzJuLj4wEAZ86cKVC9f/31FxYuXAgAGDVqVLHHnZft27cjOTkZc+bMEdrGzuzkyZPo3bs3AKBy5coYPXr0B3F3SEdHB0ePHkW5cuUAZE+4S4pKpcLmzZshlUpRr149VK5cGf/995/GPGPGjAEAzJ8/v1RiYuxzo+3XoalTpwIAwsLCSjscVghlfxVhjH1UZsyYgalTp+Y74VM/c+3n54fWrVuXZGgAgJSUFBw9ehTv378HkHHnV0dHB5MmTdI6v6urqxDn8+fPP4jkWq19+/aYPXs2ACAtLa3El6dSqeDu7g4/Pz+oVCrUq1cP79+/h4eHBwYOHIg3b94A+N/Fv1WrViUeE2Ofo8zPyCckJAAAJkyYAADZHuVjH6YP50rCGPugKZVKuLm5AQDmzp2LP//8M1/l3N3dYWhoiBcvXpRkeIKff/4ZHTt2hFQqhUgkwoULF9CiRQuhNY6zZ89izpw5wsuLFhYWAIB79+6VSnz5ERMTg+vXr2PLli2YMWMGAMDLy6vI9eb1pWjq1Km4d+8efvvtN0RERODatWsIDg5G69at8ddff8HGxgaurq5C847qbccYK17Pnz8X/pdIJAAAqVRaVuGwQuCXHBljBZKamoo2bdrgwoUL6Nq1K/7++2+hrWZt5s+fL9zxvnfvnnDHuKQYGxsjOTlZaAFEX18fDx48QKVKlWBiYoLExERh3okTJ6JcuXKYN28egIy735l7wSwLycnJEIvFwl1iAwMDjB07Fr/88ovwuEhuIiMj0aFDBwQFBUFHRwfVqlWDi4sLzpw5I9yBlkql8PDwQP369WFqaoqaNWsiPDwcEydOhKWlpdYvQ0+fPsXevXvxyy+/QKlUIj09vVAvvDLG8mZvby88CpI5TeMXjD8ipd61DWPsoyeXy2ngwIEEgNq1a0dERIMHDyZXV1e6d+8eERGpVCry9fXN1jucj49PicUVHx9PAMjLyyvbtEePHhEAsrOzo2vXrpGnp2e22IYNG1ZiseXXN998QwCoe/fudP36dYqPjy9QeQMDAwJAdevWJR8fH6GHT0dHR/Ly8qI2bdqQg4MD6enpZVt/ALRy5cpc63/y5AkZGRlRhQoVirKajLFcqI/HvXv3ah3PPnx8B5sxVmjquykymUyjhRBdXV0olUph+NmzZwgNDUWzZs0AABUqVMDYsWMhlUrx448/Fls8169fR/369dGuXTscO3ZMY1p6ejrKly+PgQMHYt26dQAynm1MS0vDli1bMHv2bMTHx6Nt27YoV64cJBIJ5syZA2dnZxARiKhUns/u1q0b/P39AQCnTp1Cy5YtC1V+xYoVGD58OICMXx2y3plXKBSIiopCUlISgoKC8PbtW7i7u+ernXK+i8ZYyWrdujVOnToFQPsd7Li4OKFlJ/aBKsvsnjH2cZs6darG3c8dO3ZQ9+7dqVy5cuTh4UHe3t707NkzYX6lUklt27bVKBMSElJs8cTFxREA6tatW7Zp7u7uBICWLFmitWxycrLWO7qZ/65fv15ssebm4MGDBIC+/PJLUiqVBSobERFBAGjkyJElFB3fRWOsNGg7ztTjEhISyigqll95P9DHGGM5mD17Njw8PDBnzhzMmTMHHTp0QK9evTQ6RchMR0cH//77L0JDQ9GpUyfcvXsXlStXhkKhKJZ41D01Vq5cOdu0ChUqAAD09PS0ljU0NAQR4dq1azA3N8e5c+fw33//4fz587h9+zYAoF69erh69Srq169fLPHm5OuvvwaQ0Rvl8+fP4eLiAiLCnj17EBISgt69e8POzk5rWWtra0il0kK1V55f9evXR+3atUusfsZYdpl7olW/+Mg+YGWc4DPGPmN+fn4EgObNm5frfOnp6TRt2jRavHhxrnduXr16pfFceGZVq1YlALRp06ZCxfr06VMCQCNGjCAiIoVCQaGhocJ0uVxOKpWqUHVr07BhQwJATk5OwnZS/7m7u1NSUlKOZb/88kvS1dUt1ngyA0B6enolUjdjnwu5XK71lzI19bD6OFYPT5s2raxCZgXAz2AzxsoMZXquuWPHjjhw4IDQUkZ0dDS++uorXLlyJVu5du3aYdGiRahatSratm2LS5cuYcqUKfDw8MDXX38NAwMDJCUlQSQSQSQSITY2FjKZTFhWYU97np6euHXrFmxtbREZGam12btr166hXr16hao/q2HDhmHz5s1ITk6Gjo4OmjRpAlNTU+zfvx9OTk44duwYqlevDiCjWa+goCAkJyejR48eICLI5XKUL1++WGLJjJ/BZqxo8mp958aNG/jiiy8A/O84U5fh1ns+DpxgM8bK1IULF9ChQwckJiaiVatWMDMzw+7duzXmsbOzw5IlS1CzZk3Mnz8fO3bsQPPmzaFSqXDu3Lkc6zYyMkJycnK28YW9QL169QrOzs5QKpUwNjaGoaEhoqOjs73UGRISgooVKxa4/vwaMmQI1q1bB5VKhYCAADRr1gwGBgYandGcOXMGzZs3L/Zlr1u3Dj/88AMATrAZK4ys554bN27g8ePHmDlzJp49e5Zt/qwJNh93HwdOsBljZS4uLg5NmjTB/fv3hXFeXl4YMWIEevToka31jsxv2Lu4uOD27dvo3bs3/vnnH5ibm0OpVEKlUsHS0lKjwwYg4/nhq1evFjpWpVIJuVyere1vpVKJ3r17Y8+ePWjevHmBu5TPTXJyMvT09HD16lUcP34cZ86cQUhICF6/fo2aNWsiMjISMTExcHZ2Ro8ePTB27NgS6wRG3RoLwBd6xgojc4Kd9Ri6du0avvzyS2E4IiIC1tbWGuX4uPs4cILNGPtgJCYmIjAwEC1atMjxZUQgI5kdOXIkkpKSsGTJEpibm+er/qx3gkqCuu7Tp08jMjIS+/fvh0qlQnBwML777juMHj26wHXq6+tDLpfnON3c3BxDhw7F9OnT89UZTVGJRCL07t0b27dvL/FlMfaxmz59unCHulatWsL4Y8eOoV27dtnmX7x4MSZMmICqVasiKChIGC+RSODt7Y3Dhw+XStysaDjBZoyxYvTu3btc7x63aNEC5ubmcHZ2hpeXFzp16pRrwj9//nxMnjwZADBgwAB8/fXXsLe3h5WVFSZPnoydO3fiypUr8PDwKPZ1yYlIJEKNGjXw8OHDUlsmYx+bvL7IF/RRtVmzZmHBggUICgoq0UfQWPHgBJsxxopZ5ovmd999h5UrV0JXVxctW7bU+njKsGHDsHLlSmH47Nmz6NSpE5RKJVJTUyGTyYRnvcsaPyLCWM4UCkWuv74BGS9w5/dXt8zi4+NRo0YN1KlTB0ePHi2Vjq9Y4fGnwxhjxWzixIkAMtrc7tevH6RSKYyNjXHlyhWoVCrExsbC398fw4YNAwCsWrUKp06dgr+/P+rUqYPmzZsjKSkJqampqFOnDk6fPv1BJNeMsezo/9v9X79+vdbkmv6/J1j1X2GSawAwMTHBxo0bceLECcyfP7+oYbMSxnewGWOsBCQlJUGpVEIqleY4z7t37+Dh4YHXr19nmzZmzBgsXbq0JEMsNF9fX2zZsoXvYDOGnB8FKanjY/LkyViyZAmCg4NhY2NTIstgRcd3sBljrAQYGxvnmlwDGS8nZk6uV6xYgdjYWDx//vyDTa4BICAgAADw9OnTMo6EsQ/TyZMnS6zuCRMmQKFQ4NixYyW2DFZ03FU6Y4yVkcTERACAq6sr7t27J4yXyWRlFFH+qL8UVK1aVRjHd7PZ52jw4MHZhsePH48qVaqU2DJNTU1hYGCAV69eldgyWNHxHWzGGCsj6rayv/nmGwDak9S0tDQ8ePCgVOPKi7Y4jxw5UgaRMFa2/vzzT+H/48ePY82aNSWaXKvp6uoiISGhxJfDCo8TbMYYKyPqDiVmz54Na2trlC9fHpMmTUJ6erowT58+feDq6qpxIS9tqamp+OWXX7BlyxbcuHEDN2/eRHR0NBQKhTBPp06dyiw+xspC1g5j2rRpUyrLValUSExMRI0aNUpleaxw+CVHxhgrQ1euXMGhQ4cQHh4Of39/JCYmonz58ti5cyd0dHSEu9utW7fGiRMnSi2uQ4cOwcfHBwBQoUIFvHnzRmO6o6MjgoODNZKMwnZBz9jHKLceGUta1apV0aRJE/z111+lulyWf5xgM8bYB+Svv/7CwIEDtU6LiopChQoVso0nIixZsgSGhobo3r07zMzMCtWjo/py8O+//6JDhw4a00aNGgVra2uYmZlh2bJlePz4MUaPHg1ra2v89NNP2epg7FNXlgl2vXr18PLlS0RHR5fqcln+cYLNGGMfmGfPnuHgwYMYP348AGDq1Klo2LChkPSmpaVh1qxZ2LVrF54/fw59fX2kpaUJ5R0dHbFz5040aNAgX8v777//0Lx5c8TExEBXVxdKpRIAcOPGDXh6emabX6VSoX379lrvqPMlhX0Osv5SU9r7fbdu3fDff//hyZMnpbpcln/8DDZjjH1gqlSpgnHjxmH16tUAAG9vb407yvPnz8e8efPw/PlzAEDTpk1x7Ngx7Nu3D99++y1evXqFRo0aoUmTJhg2bBhu3LiR47Jmz54NNzc3xMTEoHLlykLiEBgYqDW5BgAdHR0cPXoUGzZswOXLl6FUKoVONBj71O3cuVNjuDQf3VKLjo6Gu7t7qS+X5R/fwWaMsQ9UQkICTExMMGjQIOElx5MnT6JNmzZwdnbGs2fPtJYLCwvD2rVrsXPnTjx9+hRGRkZ4+/YtjIyMNOYLDw+HnZ0dgIym9+zt7SGXy1G+fHl+lpqxLJYtW4axY8dqjNu8eTP69etX6rGIRKIPujMqxnewGWPsgyWVSjFs2DCsW7cOIpEItWrVEloq2LdvX47l7OzsMGvWLDx58gTLli1DcnIyqlevjoSEBOzbtw/Vq1dH7dq1cfz4caGMtbU1gIzu3Tm5Ziy7rMk1kNGrqUgkwrhx4yCXy0s1nsjIyFJdHisYvoPNGGMfMKVSCS8vL1y7dg0dO3aEo6MjJk2aBAcHh3zXsXnzZvj5+WmME4lEGo90hIeHc7fLjOUiPT0d5cuXz3UeMzMzLF26FGlpadi/fz/+/vtvWFhYFHss6i/BnMJ9uDjBZoyxj4BCocjz4p6bHTt24NatW7h16xZ8fX3x7bffIjAwECdPnkTjxo3Rrl27YoyWsU+Ttl93kpKSEBgYiF9//VXoPEptyZIlWu98F5WdnR3Cw8ORlpYGPT29Yq+fFR0n2Iwxxhhj+bRmzRr8+OOPGuPUbcBHRETghx9+gEgkwj///ANTU1PExMQUewy7d+9Gz549cfXqVdSvX7/Y62dFxwk2Y4wxxlgBEBF0dHSyjVNTqVTw8vLC1atXcfDgQXz99dfFuvzk5GQYGxtj4MCBWLduXbHWzYoHv+TIGGOMMZYPIpEIIpEoW3KdlY6ODtauXQt9fX34+PjA2dm5WOOIjY0FgGJP3Fnx4QSbMcYYYywPObWuc+3aNa0vG7q5ueH69euwtLTEixcvIBKJMHfu3GKJJSwsDABQsWLFYqmPFT9OsBljjDHG8hAfH68xrO5cqV69ejmWqV27NkJCQjBkyBAAGb2yikQiTJgwoUixqHtuLe2mAVn+cYLNGGOMMZYHqVRaqHIGBgZYvXo1wsPD0b17dwDAb7/9VqRYqlatCgAIDg4uUj2s5HCCzRhjjDFWwmxsbLB79260bdsWSqUS+/fvL3RdCQkJAABzc/PiCo8VM06wGWOMMcYKKK8XHXMyffp0EBG6detW6GWrH1eJi4srdB2sZHGCzRhjjDFWQEQktCpy4sSJfJfz8vICkNGU36xZswq1bGNjYwAZHVCxDxMn2Iwxxhhj+ZBT1yFt27YtUD03b96Eubk5ZsyYgenTpxc4jnPnzgEAGjduXOCyrHRwgs0YY4wxlk/q1kNevXqlMX7t2rX5rqNu3bqIjIyEjo4ONmzYUKDlBwcHY/z48ejTpw/s7e0LVJaVHu7JkTHGGGOskFauXIkRI0YAABo1aoTAwMB8l7WxsYFIJEJ4eHi+5iciiMViyGQyPHr0qNAtm7CSx3ewGWOMMcYKIT4+XkiuAeDixYsFKm9kZISIiAg4OTmhWbNmOHPmTK7zL126FMnJyZg3bx4n1x84voPNGGOMMVZAe/bsQY8ePTTGqVSqHHt81CY+Ph4VK1bE+/fvAQCOjo45tm0dGRkJV1dXtGnTBtu3by903Kx0cILNGGOMMVZAmRPpmJgYmJqaFqqelJQUiEQiuLu7IyUlJduz3UBGayEtW7ZEUFAQ/vvvP1hZWRU6blY6ypV1AIwxxhhjH4sqVarg+fPnGuMKm1wDgKGhIQAgKCgIurq6WueZN28eLl++jICAAE6uPxL8DDZjjDHGWD5lTa7V3Z8XlY2NDQwMDLKNT0tLw+LFizFmzBhulu8jwgk2Y4wxxlg+/fvvv8L/RITdu3cLHc6IRCLcu3evUPVGREQgKSkp2/jU1FQkJiaiVq1ahY6ZlT5OsBljjDHG8ilzpzLqpDqzOnXqIDU1tdD1u7q6agw/e/YMQMYLlOzjwQk2Y4wxxlg+5dRKSMuWLYX/9+zZU+B6L1++DADZ2sRetWoVAKBDhw4FrpOVHX7JkTHGGGOsgHx8fHDgwAFhOC0tTXiGOmvzffmRkJAAAJgyZQqAjDvW1tbWePv2LQCgQoUKRYyYlSa+g80YY4wxlk83b97EuHHjNJJrABovKOrr6xe43pcvXwIAxo8fD5FIBF1dXSG5BjKa6mMfD24HmzHGGGOsCNLT01G+fHlhuDCplUKhwOTJk/H48WMcPnwYADBkyBCsWbMGAHD48GF07NixeAJmJY4TbMYYY4yxQtL2THZRUyuFQoG0tDSIxWKh/tjYWMhksiLVy0oPPyLCGGOMMVYMli5dWuTkGgDKly8PsVisMc7ExKTI9bLSU+Q72CEhIYiOji6ueBhjjDH2CbGwsICDg0NZh1Hssj4WAgDv3r2DmZlZsS5HfQd7//796Ny5c7HWzUpOkVoRCQkJQY0aNZCcnFxc8TDGGGPsE2JkZIRHjx59ckl21uQaAMzNzQEU/RERbe7evcsJ9kekSAl2dHQ0kpOTsXXrVtSoUaO4YmKMMcbYJ+DRo0fo27cvoqOjP7kEW6FQaE2yAaBKlSq4f/++1q7PC6tnz57FVhcrecXSDnaNGjVQt27d4qiKMcYYY+yDV65cORARIiIiYGtri9mzZ2PatGkAgOfPn8PQ0FCYVy6X55iM5+bmzZvC//b29kUPmpUafsmRMcYYY6yQbGxsQESYOnUqAMDJySnbPFl7Z8yvL774Qvg/60uP7MPGPTkyxhhjjBUDuVwOPT29bOMdHR0LXBd3LPNxK7M72CEhIRCLxYiPjy9U+WbNmuG3334r3qBYjtq3b48//vijrMMoUyKRCHfu3CmTZV+4cKFAPw/WqlVL6KjgY/TDDz/AzMwM1tbW+Zr/7NmzH3X7sE5OTtl6hfscleUxxlhx0JZcF+aFR5FIpFFX5jvZ7ONQogl2YGAg2rdvD1NTU8hkMri5uWHhwoWQy+VwcHBAYmIit+v4AfLz88Po0aM1xh07dgxDhw4tleUX9SK7adMmuLu7FymGDy3hadKkCUJDQ/M9/4MHD9CpU6cSjKjkBAYGYu/evXj58iUiIyOzTQ8ODoZIJEJcXFzpB8cYY/mkUqkKnVxndf369eIIiZWiEkuwDx8+jPbt26Nt27Z4+vQp4uLisGvXLjx8+BARERF5lv8YfhopjRjT09NLfBlluTzGsnr58iUcHBz4yzcrkvycnz+G6wz7eIwZM0b4Pzk5WWuizD4fJZJgExFGjhyJSZMmYfTo0bCwsAAAVK9eHZs2bYKjo2O2u1B+fn4YMGAAevToAalUijVr1kAul2P69OlwdnaGRCJB7dq1cevWLa3LvHXrFpo3bw4zMzNUqVIF69at05jWoEEDSKVSWFhY4Kuvvsox9okTJ8LR0RESiQQ1a9bEnj17hGnqn6FXr14NBwcHeHl5AQBOnTqF+vXrQyaToVatWjh06FCO9fv5+aF///7o3LkzxGIx6tSpg8DAQGF6s2bNMHHiRLRp0wbGxsY4duwYoqKi0KNHD1haWsLBwQFTpkwREmF1TCtWrICNjQ2sra0xY8YMjW/N6mYUZTIZGjdurLENsy5v1apV2LZtG/744w+IxWLUqlVLmC/zIzknTpyAh4cHTExMULduXZw6dUpjHQcNGoRevXpBIpGgWrVqOHv2rEY8rq6ukEgkcHBwwLRp04R469evDwDw8vKCWCzGvHnzAGS8kf3VV1/B0tISjo6OmDNnDlQqVbbte/v2bQwZMgT37t2DWCyGWCxGSEgIiAhLliyBs7MzzMzM0K5dO7x48ULrZ9S9e3eEhISgd+/eEIvFGDJkiDDtypUrcHV1hVQqxddff63xiFN+YwT+d5d9+vTpsLCwgLW1NXbt2oWLFy/C1dUVJiYmGDBggFA+6yMQzZo1w88//4y2bdtCIpGgbt26uHfvnjA98x34gi5L2y8A7u7u2LRpU6Hq0yan/ef333/HoEGDhM/Pz88vW1n1PmJvbw+xWIxt27YJ09avX4+KFSvC3NwcEydO1ChXkOOUiPD777+jevXqkMlkaNasGR49eqSxfefPn4969erB2NgY7du3R0xMDIYOHQqZTAYXFxdcunRJmL9Zs2aYMGECmjVrBolEgoYNG2rUl1VOx+zBgwdRuXJljeP7ypUrMDMzQ2pqap7rmdd6ZeXk5ISFCxeiQYMGkEgk8Pb2xuvXrwFo/yVh9OjRwmemnr5hwwZUrlwZYrEYEydOREREBFq3bg2pVApvb+9sv1KcO3cO1apVg0wmQ8+ePfN9jKn3yxkzZsDa2hq9evXKtj45ncP79u0LW1tbSKVSeHp6IiAgQCijrnf27NmoUKECrKysNM6FKpUKU6dOhZWVFWxtbbFq1SrIZDKNc97OnTtRp04dyGQy1KtXT2PfYJ+OxYsXC/8bGRlBLpcXqh5tj2OWRLvarIRREdy8eZMA0M2bNzXGBwUFEQB69uxZjmVfvnxJACg2NpaIiHx9fcnQ0JD+/fdfUiqVlJSURGPGjCFPT0968uQJqVQqevz4MQUHBxMRkbe3Ny1btoyIiCIiIsjMzIx27dpF6enpdO/ePbKxsaFTp04REVHDhg1pzpw5pFQqKTU1lc6dO5djXFu3bqWoqChKT0+nHTt2kL6+Pr148YKIiAICAkhHR4cGDx5MSUlJlJSURHfv3iWZTEanT58mpVJJFy5cIKlUSo8fP9Zav6+vL+nr69OhQ4dIoVDQ6tWrydTUVNgO3t7eZGlpSVevXiWVSkXJycnUokUL6tOnD71//56Cg4OpZs2aNHfuXI2Y/Pz8KCkpiR49ekT29va0adMmIiI6d+4cicViOnfuHMnlclq2bBlZWlpSXFxcjsvz9fWlUaNGacSdeXs/ffqUDAwMyN/fnxQKBe3Zs4cMDQ2F7eTr60sSiYQCAgIoPT2dZs+eTY6OjkJdR48epaCgIFKpVHT79m2qUKECbd26VZgOgG7fvi0MJyUlkaOjIy1btozS0tLo1atXVKtWLVq/fr3Wbbxx40Zyc3PTGLd582aytbWl//77j1JSUmjs2LFUs2ZNUigUWutwdHSk/fv3a4wDQM2bN6eoqCiKjY0lDw8PmjFjRqFj1NXVpeXLl5NCoaD169eTVCql7t27U3R0NIWFhVGFChXI39+fiDI+ZxMTE43Pw87Oju7cuUMKhYIGDRpE3t7eWuMv6LK0bT83NzfauHFjoerLKq/9R9vyM8t67lBvHx0dHRozZgylpKTQw4cPycjIiAICAoiICnycrlq1iurUqUNPnjwhhUJBy5cvJ2dnZ0pLSxO2r5ubG4WEhFBcXBzVqlWLXFxcyN/fn9LT02n69OlUu3Ztjc/L1NSULl26RGlpaTR58mRycXER9r/Mn1dux6xCoSArKythvYiIfvjhBxo6dGi+1jOv9crK0dGRateuTS9evKCUlBRq3749+fr65vg5jBo1Ktv0vn37UmJiIj148ID09PSocePGdP/+fUpNTaVWrVrRiBEjhPIAyNPTk8LCwig2NpZat25Nfn5+RJT3MabeL2fNmkVpaWmUlJSUbX20ncOJiDZs2EBxcXEkl8tp4cKFZGZmRgkJCUK95cqVo8WLF5NcLqeAgAAqV66ccH1bv349OTk5UVBQECUnJ1P//v1JR0dH+IyOHDlCdnZ2dPPmTVIqleTv709mZmYUHR2tdZt/anLKEz5VADT+VCpVgeuwtrbOVg/7+JRIgh0YGEgAKCUlJcey2hJsHx8fYbpKpSIjI6Mck+HMCd/ChQupc+fOGtMnT55M/fv3JyKipk2b0qBBg+j169cFXMOMxEKd/AUEBGS7oAwdOpRGjx6tUaZPnz40a9YsrfX5+vpS+/btNcZVr16d/v77b2G9Mie3oaGhBIAiIyOFcdu2bSMXFxeNmKKiooTpCxYsoJYtWxIR0cCBA2nIkCEay6tatSpt27ZN6/LUMeaWYM+ZM4fatWunMb1169ZC0u/r60s9e/bMtg45XVBGjRpFAwcOFIazJti7d+8md3d3jTJ//vkntWjRQmt92hK0Vq1a0YIFC4Th1NRUkkgkdPHiRa115JRgHzt2TBieM2cOderUqdAxWltbC8NJSUkEgP79919hXPfu3WnKlClEpD3BnjRpkjAcGBhIYrFYa/wFXVZ+EuyC1JdVXvtPYRNskUikkVS1atWKFi9eTEQFP05r1qxJBw4c0Bhna2tL58+fJ6KM7btmzRph2oQJE6hBgwbC8IMHD0gkEgmJq7e3N/3444/CdLlcTlKplC5cuCDUp/688jpmJ06cKCSxKSkpZGJiQtevX8/Xeua1Xlk5OjrS6tWrheGtW7eSq6srEeU/wc78JaZevXr0008/CcOrVq2iRo0aCcMAaNeuXcLwlStXSE9Pj5RKZZ7H2MaNG8nMzIyUSqXWdSHSfg7XRiaTUWBgoFBv5v2diKhKlSq0d+9eIiJq0aIFLVq0SJj25s0bAiAk2B06dKDffvtNo7yXlxdt2bIl1xg+FZ9bgk2UPckuaIKsrXxycnIJRctKSok006d+JCQsLAzOzs75Lpe5l6e3b98iOTkZLi4ueZYLDg7G0aNHNX5CVyqVaNKkCQBgw4YN+OWXX+Dp6QlTU1MMHz4cw4cP11rXsmXLsH79eoSGhkIkEiExMRHR0dHCdIlEorGc4OBgnDlzBhs3bhTGpaenQyqV5hhv1uZ6HB0dERYWJgxn3g6hoaEwMDCAlZWVMK5y5coaL7wZGBigQoUKWusLDQ1Fs2bNNJZXqVIljfIF7V0rNDQ0WzufWWPK3PqDsbExAOD9+/cwNzfH8ePH8csvv+DJkydQKBRIS0tD+/btc1xecHAw7t+/r7HdVSoVKlasWOiY9fX1YWtrW6AXB4Hs6/X+/ftCx5j5MzUyMtI6LjExMd+x5DZvUZdVnPXlZ/8pDKlUKsQCZP98CnKcBgcHo2/fvtDV1RXGyeVyjRizrm/WYSJCcnKy0BJA5uO+fPnysLGx0Tju1fI6Zvv3748vvvgCK1euxD///AMHBwehhYG81jM/65VVTvt8fuW1nbLuJ5m3k6OjI+RyOd6+fZuvY8zOzg46Ork/+Zj1HK5SqTBt2jTs3r0bUVFR0NHRQUJCgsZ5P3PMgOZ2CA8P14jB0tJSo/e+4OBgTJ48GTNmzBDGKRQKrZ89+zQQUbbnr9XDV65cwZdffgkiglKpRLlymmlYUlKSRj23bt2Cp6cnVq5ciQkTJpR88KzYlEiCXbVqVTg5OWHnzp2YMmVKvstlPjFaWlrCyMgIz549g42NTa7lKlasiG+++QY7d+7UOt3Z2RlbtmwBEeHixYto1aoVGjZsCE9PT435AgMDMXPmTJw5cwYeHh7Q0dGBu7u7xrNPWU/eFStWxKhRo7BgwYJ8r+erV680hkNCQmBnZ6d1Gfb29khNTUVUVJRwkg8ODtZosi01NRVv3rwRkuzM9dnb2yM4OFhjeVnLZ12nvC5Q9vb2Gs+Nq+ts2rRpruWAjIt5ly5d8Mcff6BXr17Q19fH6NGjNWLMemKqWLEiPD09ceXKlTzrzyn+rNtBLpcjPDw8x6bv8toGWRU0xg+ZWCxGcnKyxjhtrXkUVlH2H6Dgnw1Q8OO0YsWK+O2339CuXbsCLysnmY97hUKBiIgIjeNeLa9jtlq1anBzc8PevXuxY8cOfP/99xpx57aexble6k4vkpOThYQ1IiJCo/e6wnj16hW+/PJLABnnMj09PVhaWubrGMvPvpF1nu3bt2P79u04fvw4XFxcIBKJYGpqmu9nXm1tbYXn0oGMm0Pq5+GBjG0+YsQIjXc52KePiPDo0SPUrFlTY3yDBg2yzZdZ5i+/AFC3bl3cvn27yC1jsdJXIi85ikQirFixAgsWLMCKFSvw7t07AMCTJ08wYMCAbAlmTnUMGjQI48aNw7Nnz0BECAoK0lr2u+++w5kzZ+Dv7w+FQgGFQoE7d+4Izdps2bIFUVFREIlEkMlk0NHRybYTA0BCQgJ0dXVhaWkJlUqFDRs24P79+7nGOXjwYGzcuBEBAQFQKpVIS0vD5cuXc31x6MyZMzhy5AjS09Oxbt06REREoGPHjlrntbOzQ/PmzTF+/HgkJSUhJCQEc+fOha+vrzCPjo4Ofv75Z6SkpCAoKAirVq3Ct99+CyDj5Z1t27bh4sWLSE9PFz6PDh065BiflZUVXrx4keMFpmfPnjh79iwOHjyI9PR07Nu3D+fPn9f6UlFWaWlpSE1Nhbm5OfT19XH16lVs37492/KfP38uDHfq1AlRUVH4448/kJqaCqVSiaCgII2XiLKWj4iIQEpKijCub9++WLlyJR4+fIi0tDRMnToVdnZ2wgtz2urIHENeChrjh8zd3R0vXrzAhQsXkJ6ejoULFwrHcHEoyv4DZHz51tHRKdDnU9DjdNiwYZg+fTqCgoIAZJwbDh48WOC7t5nt2rULV69ehVwux6xZs2BpaZntYgvk75gdMGAAlixZgvPnz6Nv3775Xs/iXC8LCws4ODhg8+bNUKlUCAgIwNGjRwtcT1aLFi1CeHg44uLiMH36dPTq1Qs6OjoldowlJCRAT08PFhYWwmdTkO3Ru3dv/PHHH3j27BlSUlIwefJkjSR+2LBhWLRoEW7evCn8qnHq1Kki/2LDPnw1atQAEUGlUmHHjh1a5xGJRNi/fz+AjC+X2r6gcnL9cSqxZvo6deqEY8eO4ciRI3B2doZMJkO3bt1QvXr1PO9Iq/36669o2bIlWrVqBalUiu7duyMmJibbfHZ2djh+/DjWrl0LGxsbWFlZYdiwYUhISACQ8Va9m5sbxGIxfHx8sGjRIq07bLt27dCtWzfUrl0btra2ePDgARo1apRrjB4eHtixYwemTp0KS0tL2NnZYdq0aUhLS8uxTJ8+fbBu3TrIZDL8/vvvOHjwIExNTXOcf/v27UhJSYGjoyMaNWqEjh07arSQIJFI4O7ujsqVK6Np06bo16+fkIB7e3tjxYoVGDBgAMzNzbFz504cO3Ys1045Bg4ciLCwMJiZmaFOnTrZplepUgX79u3DjBkzYGZmhlmzZmH//v2oXLlyrttKHeuqVavwww8/QCqVYu7cuejZs6fGPLNnz8bIkSNhamqKBQsWQCwW49SpUzh9+jScnJxgbm6OPn365HhXtUWLFmjQoAHs7Owgk8kQEhKCfv36YcSIEejUqROsra1x9+5d/PPPP9l+nlObPHkyVq5cCZlMlq/2vwsa44esSpUqWLhwIbp16wYbGxukpaUJrckUV/2F3X8AwNDQEDNmzED79u0hk8myfUHTpqDH6fDhw+Hn54cuXbpAKpWiRo0a+VpObvr3749JkybBzMwMJ0+exIEDB7Tuf/k5Znv06IFXr16hffv2sLS0zPd6Fvd6bdiwARs3boSJiQnWrl2b7y9Juenbty+aN28utOa0fPlyACV3jPn6+qJWrVpwdHRE5cqVYWhoWKBOnfr3749evXrBy8sLzs7OcHd3h4GBAfT19QEAX331FRYsWIBBgwbB1NQUlSpVwvLly3NtZYd9WkQiEXr16gUi0vpLRpcuXQBodrE+ePDg0gqPlRAR5fd3MC3UzwbdvHkTdevWLc64Pll+fn6QyWTF1gvl2bNn0blzZ+50g7EPWLNmzdC5c+dsHTgVhbOzM5YvX/7Rdij0qYqIiBDe79D2CNDnhvME7fbs2YMePXoAyOg3pFWrVhrP7gPcNN/Hrsy6SmeMMVY4O3fuhFKpzPXlYFY60tPTceDAASgUCsTGxmL06NHw8vLi5Jrlql+/fsL/nTp1ypZc+/v7l3ZIrJhxgs0YYx+RGjVqYNSoUVizZo3Wd0lY6SIiLFiwAObm5nB2dkZSUlKRHydin76sL5Jn1bVr1wK1wsY+PCXSigjLmbo3vOLSrFkzfjyEsQ9ccb7smtsL1Kz0lS9f/pNoPYiVLpFIJDwCEhUVpdEcplp+W1ZiHyZOsBljjDHGyoiVlZWQbKubqX3y5Em++gFhH65Se0Tkn3/+gZOTE8RiMQ4cOJBterNmzYrtxb/8cHd3L/a7ySUhJCQEYrEY8fHxJb4ssViMe/fuFbr8vHnz0Lt372KM6H9Kczt8TDp37oyZM2eWWP1OTk5aj1em3dOnT1GvXj1IJBKMGzeurMPh46aQSvp6NHr0aPj5+QEovs/o7NmzubYOVZIOHDiQrfMoVjhv377FN998w8n1J6DEEuysJ6gxY8Zg9uzZSExMROfOnUtqsR8dkUiEO3fu5DjdwcEBiYmJMDExKfFYEhMTUbt27UKXnzx5co5tfRZVUbdDREQE+vTpA2tra0gkElSuXBljxowRpvv5+Wm08CASiWBkZASxWAwrKyv06tULb968EaafPXsWIpEIYrFY42/p0qUAMh4FEolEGD9+vEYcWRPizMtR/33zzTeFWse8zJw5k4+9Evbrr7+iTp06eP/+PZYsWVKkuoojySvN88fHIuuxXtb4M2KZWVhYYN++fWUdBisGpXYH++XLl0VK3hgriu+++w4GBgZ4/Pgx4uPjcfLkyTwb77906RISExPx8OFDvH37NluybGJigsTERI2/sWPHCtNNTU2xevVqjV7ecluO+k/d6QD7+HxI5zmFQlHWITDG2GerxBPsd+/eQSwWQ6VSwcvLC2KxOMfOHaKiotC2bVtIJBLUrVtX43GFxMREDB8+HA4ODqhQoQL69eun8ZNa3759YWtrC6lUCk9PTwQEBGjUvXLlSlSsWBHm5uZau28/efIkvvzyS8hkMtjY2GD+/PnCtK1bt6JGjRqQyWRo3Lgxbt26JUzL+hN61p/KnJycsHDhQjRo0AASiQTe3t5CwqXuRVC9XebNm5ctruDgYIhEIuFFxpMnT6JOnTqQSCSwsrLCjz/+qHVbqstt2LABlStXhlgsxsSJExEREYHWrVtDKpXC29tbo5OGzHfTb926hQYNGkAqlcLCwgJfffUVgIw35idNmgRra2tIpVJUrVoVhw8fBpD9DqlIJMKaNWvg6uoKqVSKr7/+WuMzO3/+PGrXrg2JRIIuXbpgwIABws+meW0HPz8/DBo0CL169YJEIkG1atVyfZHsypUr+P7774WePJ2dnTV6w8yNubk5unTpgps3b+ZrfjUHBwd07doVM2bMKFC53Pj7+6NKlSowMTHBoEGDkJ6eLkxLTEyEj48PKlSoABMTEzRt2hR3794FkLFfzps3D4cPHxbulAPAiRMn8MUXX8DExAQ2NjYYOnSoRg+YAPDgwQPUrVsXUqkUbdu2RXh4uDBt4sSJQocgNWvWxJ49e4RpMTEx+Oabb2BqagqZTAZPT0+hJ1aFQoHp06fD2dkZ5ubm+PrrrzXqzU1u+yARYcmSJXB2doaZmRnatWuHFy9eCGWdnJwwf/581KtXD8bGxmjfvj1iYmIwdOhQyGQyuLi44NKlS8L8BYmzfv36OHv2LCZNmiR0inL79m00btwYZmZmsLS0RO/evTV6xZTL5UL9EokEtWvXxq1btzBu3DhcuHBBqEvdHF9UVBR69OgBS0tLODg4YMqUKcI+oH5EYPXq1XBwcICXl1e244aI8Pvvv6N69eqQyWRo1qyZxkuTS5cuhYODAyQSCZycnLB+/Xqt67pp0ya4u7tj+vTpsLCwgLW1NXbt2oWLFy/C1dUVJiYmGDBggNCZSm775tu3b2FgYICXL18K9aempsLU1BRXr17Ntmz1Ov3999+oUqUKZDIZ/Pz8NL5QnDhxAh4eHjAxMUHdunVx6tQpAMDvv/+Obdu24Y8//oBYLM61A6WwsDA0a9YMEokEDRs21NhOeV2PslKf68RiMbp06aLRU2R+z/Hq+datWyd0tDN06FDI5XKty9y6dStcXV0hkUjg4OCAadOmCc/5jhkzJtu5dsGCBcJ+ltd+EhoaijZt2gjX24cPH+a47ox9tqgIbt68SQDo5s2b2aZ5e3vTsmXLhGEAdPv27Rzr8vb2Jjs7O7pz5w4pFAoaNGgQeXt7C9O7d+9OvXv3ptjYWEpMTKRevXpR3759hekbNmyguLg4ksvltHDhQjIzM6OEhAQiIjp9+jRJpVK6dOkSpaWl0eTJk0lXV5c2btxIRES3bt0iQ0ND2rt3L8nlcoqLi6PLly8TEdG5c+dILBbTuXPnSC6X07Jly8jS0pLi4uKIiMjR0ZH2798vxLF//35ydHQUhh0dHal27dr04sULSklJofbt25Ovr2++t8vLly8JAMXGxhIRkY2NDW3ZsoWIiBITE+nixYu5luvbty8lJibSgwcPSE9Pjxo3bkz379+n1NRUatWqFY0YMUJrLA0bNqQ5c+aQUqmk1NRUOnfuHBERHT9+nOzt7SksLIyIiF69ekVBQUFERDRjxgzy8fHRqK958+YUFRVFsbGx5OHhQTNmzCAiopiYGDIxMaG//vqLFAoFHTlyhPT19TW2TW7bwdfXlyQSCQUEBFB6ejrNnj1bY7tn1aZNG6pbty5t3rxZiDczX19fGjVqlNZtERkZSd7e3tS5c2dhekBAAJmYmOS4vI0bN5Kbmxu9fPmSjIyM6MGDB0RE5OPjI2yDrMvJS1BQEOnp6dGhQ4dIoVDQ6tWrSVdXV6gvPj6edu7cSYmJiZSSkkIjR46kqlWrkkqlIqLsnw8R0fnz5+nWrVuUnp5Oz58/p+rVq9OcOXOE6Y6OjuTk5ESPHj2ipKQk6tevHzVv3lyYvnXrVoqKiqL09HTasWMH6evr04sXL4iI6Oeff6ZOnTpRUlISpaen0+3bt+ndu3dERDRhwgRq0aIFhYeHU1paGo0bN46aNGmSr+2Q2z64efNmsrW1pf/++49SUlJo7NixVLNmTVIoFML6uLm5UUhICMXFxVGtWrXIxcWF/P39KT09naZPn061a9cWllXQOLOe9+7cuUMXLlwguVxOkZGR1KRJExo4cKAwfcyYMeTp6UlPnjwhlUpFjx8/puDgYK11ERG1aNGC+vTpQ+/fv6fg4GCqWbMmzZ07l4gy9kkdHR0aPHgwJSUlUVJSUrbjZtWqVVSnTh168uQJKRQKWr58OTk7O1NaWhoFBQWRoaEhPXr0iIgy9vu7d+9qXc+NGzeSrq4uLV++nBQKBa1fv56kUil1796doqOjKSwsjCpUqED+/v5ElPe+2bVrV43jYvv27VSzZk2ty1avU+/evSkhIYHCwsLI3t5eOJ8/ffqUDAwMyN/fnxQKBe3Zs4cMDQ2F/TLrsZ7T52hqaqpxzXBxcRH2o7yuR5mpz3Vr1qwhhUJBhw4dIj09PeFcl99zvHq+9u3bU2xsLIWFhZGbmxvNnDmTiLKfk44ePUpBQUGkUqno9u3bVKFCBdq6dSsREd27d4/EYjG9f/9emL9atWq0e/duIsp9PyEiatKkCfXr14+SkpLo0aNH5OTklOP5N7c8gbFP2QeVYE+aNEkYDgwMJLFYTEREb968IR0dHYqJiRGmP3nyhMqXL0/p6ela65PJZBQYGEhERP3796cff/xRmCaXy0kqlQon5CFDhtD333+vtZ6BAwfSkCFDNMZVrVqVtm3bRkT5S7BXr14tDG/dupVcXV2F4YIm2A4ODjR9+nR68+ZNjmUyl3v8+LEwrl69evTTTz8Jw6tWraJGjRppjaVp06Y0aNAgev36tUa9Z86cIQsLCzpx4gTJ5XKNadoS7GPHjgnDc+bMoU6dOhER0ZYtW6hWrVoa5Tt06FCgBLtnz57C9NDQUAJA0dHRWsvHx8fTjBkzyMPDg8qVK0cODg7CZ6iuL2uCLRaLSSwWEwCqX78+hYaGCtMDAgIIAJmYmGj8nTp1ioj+l2ATEY0ePVrYLtoSbLFYrFGH+oKZ1axZs6h9+/Ya46pXr65RX2axsbEEQIhbW4Kd1bJly6hVq1bCsKOjI/3666/CcGRkJAHItl+oubm5CRfx6dOnU8OGDenOnTsa86hUKjI2NtYYn5KSQjo6OhQSEpJrfES574OtWrWiBQsWCMOpqakkkUiEJMXR0ZHWrFkjTJ8wYQI1aNBAGH7w4AGJRCJKS0srVJzakuLM9u/fT1WqVBG2g5GRkfDlNa+61Pt4ZGSkMG7btm3k4uJCRP/bJ9XHCFH246ZmzZp04MABjeXY2trS+fPn6dmzZ2RgYEB79+6l5OTkHNeBKGP/tra2FoaTkpIIAP3777/CuO7du9OUKVO0ls+6bx49epQqVaokJNxt2rShRYsWaS2rXif1FwGijPP08OHDiSjjPNOuXTuNMq1btxa+iOQ3wdZ2zbhw4UKBr0dbtmyhGjVqaIxr165djgl2Tud49XxXr14Vxu3cuZOcnZ2JKO8v/aNGjdL4cle/fn3hGnjp0iUyMzOj1NRUIsp9PwkJCSEAFBUVJUxbsGABJ9iMZfFBdTSTuR1IY2NjJCYmAsj4aUylUqFSpUqQyWSQyWSoV68edHR0EBkZCZVKhSlTpsDFxQVSqRQymQzx8fGIjo4GAISHh8PR0VGou3z58rCxsRGGX716leMbu6Ghodnejq5UqRJCQ0MLvV6Zfx4sqP379+P+/fuoVq0aPDw8sHv37lznt7KyEv43MjLKNqzexllt2LABqamp8PT0RPXq1bFy5UoAQPPmzfHLL79g2rRpsLCwQNeuXTV+2s0qp3UPDw9HxYoVNeZ1cHDIdV3yqhtAjttWKpVi5syZuHXrFmJjYzFy5Ej069cv1zaFL1y4gPfv3+Py5csIDQ3N9miAiYkJ4uLiNP5atmyZrZ4pU6YgICAAly9fznE5mevI6ZGSrPsxAI3hlJQUDB06FE5OTpBKpcJ+qz4OtLl+/TpatWoFKysrSKVSTJ48Odv8mZdhZWUFfX19hIWFAQCWLVuGWrVqwcTEBDKZDPfv3xfKT5gwAU2aNEGPHj1gbW2NUaNGISUlBdHR0UhKSkLTpk2F49na2hp6enp5Pq8O5L4PZj1e9fX1hW6rM6+DmrZjgoiQnJxc5DgB4NmzZ/Dx8REeX+vbt6+wfd6+fYvk5OR8txYQGhoKAwMDjXgrV66ssW4SiSTXliSCg4PRt29fYX1kMhliY2MRGhoKZ2dnbN68GStXroSVlRXatGmT6wvYWbebtnHq80te+2bbtm0hl8tx7tw5hIWF4dy5c/juu+9y3R45nVu0nbOzbqf80HbNCAsLy/N6lFVex21WeZ3jM5d1dHQUjsWsjh8/Di8vL1hYWMDExARr1qzROLb79+8vtKS1adMmfPvtt9DX1weQ+34SHh4OAwMDVKhQIV/rw9jn6oNKsHNSsWJF6OjoIDw8XCMRSU1NhZ2dHbZv347t27fjyJEjiI+PR1xcHExMTITnzWxtbYVnP4GM5yojIiKEYUdHRzx79kzrsu3t7REcHKwxLjg4GPb29gAymrbL3CNT5nrzQ93mZX7VrVsX/v7+iI6OxrRp09CnTx9ERUUVqI78cHZ2xpYtWxAZGYn169dj/PjxwjPIQ4cOxZUrVxASEgJ9fX2MHDmywPXb2tpmS1JCQkKKJfa8iMVijBs3DiYmJvl6drBBgwYYP348Bg8eLOxTBWFhYYEJEyZg0qRJhQlXkHU/BjS32ZIlS3Dz5k0EBgYiISFB2G/VMevoZD/ce/fujebNm+PFixdISEjAvHnzsq1j5mW+efMGaWlpsLOzQ2BgIGbOnIktW7YgNjYWcXFxcHV1FcqLxWL8+uuvCAoKwuXLl3H69Gn88ccfMDc3h5GREa5evapxPKekpMDLyytf2yKnfTDr8SqXyxEeHi4crwVRHHEOGTIEdnZ2ePjwIRISErB161Zh+1haWsLIyCjHc0/Wz8ve3h6pqakax3vmc5G2MllVrFgRe/bs0Vif5ORkoXnNHj16ICAgAFFRUXBzc8szyc2v/Oybfn5+2LRpE7Zs2YK2bdtqJOsFkdc5O69tpKbtmmFnZ5fn9SirvI7brPI6x2euKyQkROsy5XI5unTpgsGDByMsLAzx8fEYMmSIxrHdu3dv3LhxAw8fPsSuXbvw/fffC9Ny209sbW2Rmpqq0apSaZ27GfuYfBQJtrW1NTp37ozhw4cL38AjIyOF1hYSEhKgp6cHCwsLyOVyzJo1S+NOZu/evbFt2zZcvXpVmJ6UlCRMHzRoEHbs2IH9+/cjPT0d8fHxQs9cffv2xbZt23Dx4kWkp6djxYoVePfuHTp06AAg42S4Y8cOpKam4sWLF1i1alWB1s3KygrPnz/P17xyuRx///03YmNjoaOjI9ypKleu+PsL2rJlC6KioiASiYQXA3V1dXH9+nVcunQJcrkchoaGMDY2LtTyO3bsiNevX2PTpk1IT0/Hv//+izNnzhT7eqhNmDABd+7cgVwuh1wux/r165GUlARPT898lR8yZAhCQ0Ph7+9fqOWPGTMGT58+RWBgYKHKAxnJz+nTp3HkyBGkp6dj3bp1ePLkiTA9ISEBBgYGMDU1RWJiIiZPnqxR3srKCq9evdJ4MTIhIQEymQzGxsZ49OgRVq9enW25a9euRVBQEFJSUjBp0iQ0bdoU9vb2SEhIgK6uLiwtLaFSqbBhwwbcv39fKHf48GE8efIEKpUKUqkU5cuXR7ly5aCjo4MhQ4Zg3Lhxwpesd+/eYdeuXUJZPz+/HF94zW0f7Nu3L1auXImHDx8iLS0NU6dOhZ2dnfBCcUHkJ868JCQkQCKRQCqV4vXr11i0aJEwTSQSYdCgQRg3bhyePXsGIkJQUJCQQGU9N9jZ2aF58+YYP348kpKSEBISgrlz5+b7ZV0AGDZsGKZPn46goCAhvoMHD+L9+/cICgrCyZMnkZKSAj09PYjF4mI7t+S1bwIZd1T37duHv/76C/379y/0snr27ImzZ8/i4MGDSE9Px759+3D+/Hn06tULQMZ2ffHiRZ5flnft2qVxzbC0tESDBg3yvB5l1bFjR4SFhWHdunVIT0/HkSNHcjzX5eccP2vWLMTFxSE8PBzz58/Ht99+m62etLQ0pKamwtzcHPr6+rh69Wq27tulUim6du2KPn36oFKlSvDw8BCm5bafVKxYEY0aNcJPP/2ElJQUBAUFYe3atbluS8Y+Rx9Fgg1k/ISl/ilOKpWiSZMmwh1VX19f1KpVC46OjqhcuTIMDQ017uq0atUKs2fPRteuXWFjYwOVSgVXV1dhuvqOwdy5c2FmZoYaNWrg3LlzAABvb2+sWLECAwYMgLm5OXbu3Iljx44JJ745c+YgLi4OlpaW6NOnD/r161eg9Zo9ezZGjhwJU1NTLFiwIM/5t2/fjipVqkAikWDEiBHYvn07zM3NC7TM/Dh16hTc3NwgFovh4+ODRYsWwd3dHQkJCRg6dCjMzc1hbW2N8PBwLF++vMD1m5mZ4cCBA1i8eDFkMhn+/PNPdO/eXfiJsrilpaWhV69eQtwbN27EwYMH8905gqGhIcaMGYOZM2cKLSPEx8dnawc7p85FjI2NMX36dI0WJNTUrcio/3JKBqtVq4a///4bI0eOhLm5Oa5evYp27doJ08eOHQtdXV1YWVnB1dUVDRs21CjfvXt3SKVSWFpaCvvv2rVrsXjxYojFYgwZMkRIQjLr378/evfuDSsrK4SFhWHbtm0AgHbt2qFbt26oXbs2bG1t8eDBAzRq1Ego9+zZM7Rr105oYaRhw4ZCiwjz589Hw4YN0aJFC0gkEnh6euLEiRNC2ZCQEI26MsttH+zXrx9GjBiBTp06wdraGnfv3sU///xT6EQxrzjzsnTpUhw+fBhSqRQ+Pj7o2rWrxvRff/0VLVu2RKtWrSCVStG9e3fExMQAyOiM5NSpU5DJZOjUqROAjOM/JSUFjo6OaNSoETp27IiJEyfmO57hw4fDz88PXbp0gVQqRY0aNYTESy6XY9q0abCysoK5uTnOnDlTbJ1x5bVvAhmPcXzxxRd4//49OnbsWOhlValSBfv27cOMGTNgZmaGWbNmYf/+/ahcuTIAYODAgQgLC4OZmRnq1KmTYz39+/fHpEmTYGZmhpMnT+LAgQPCfpTb9SgrMzMzHDx4EMuXL4dMJsP69eu1JsVqeZ3jfXx84O7uDldXV3z55Zdav6xIJBKsWrUKP/zwA6RSKebOnYuePXtmm2/AgAG4e/euxt1rIPf9RB3j69evUaFCBfTp06dIX4gY+1SJqDC/ef+/W7duwdPTEzdv3kTdunWLMy72GWrbti2aNm2qtRlF9vlIS0tDnTp1cP/+fZQvX76sw2GlqH///jAzM8PixYvLOpQPTnBwMCpVqoTY2Nhi67ExJCQELi4uCA8PL5EbNQDnCezz9dHcwWafnhMnTiA6Ohrp6enYuXMnzpw5gy5dupR1WKyM6evrIygoiJPrz8zz58+xd+9eDB48uKxD+SwolUr8+uuv6NGjR4kl14x9zor/4V3G8unmzZv49ttvkZycjEqVKmHHjh2oUaNGWYfFGCtlgwcPxvbt2/HTTz/lu1UVVngvX76Eq6srKlWqhKNHj5Z1OIx9kvgREcYYY4yVCM4T2OeKHxFhjDHGGGOsGHGCzRhjjDHGWDHiBJsxxhhjjLFiVCwvOebW3TRjjDHGPk+cH7DPVZESbAsLCxgZGaFv377FFQ9jjDHGPiFGRkawsLAo6zAYK1VFakUEyGioXt1dLGOMMcZYZhYWFnBwcCjrMBgrVUVOsBljjDHGGGP/wy85MsYYY4wxVow4wWaMMcYYY6wYcYLNGGOMMcZYMeIEmzHGGGOMsWLECTZjjDHGGGPFiBNsxhhjjDHGihEn2IwxxhhjjBUjTrAZY4wxxhgrRpxgM8YYY4wxVow4wWaMMcYYY6wYcYLNGGOMMcZYMeIEmzHGGGOMsWLECTZjjDHGGGPF6P8AeYAkrjGOtn0AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1500x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# change projection\n",
    "gdf = gdf.to_crs('EPSG:3857')\n",
    "# annotation\n",
    "txt = 'Circles are proportionate to the minimum of the employee number range'\n",
    "txt += '\\nIf headcount is missing in SIRENE database, some factories may not be displayed'\n",
    "\n",
    "#plot\n",
    "ax = mapdep.plot(color='white', edgecolor='black', figsize = (15,7))\n",
    "plt.title('Automotive industry sites in France')\n",
    "gdf.plot(ax=ax,\n",
    "         column = 'label',\n",
    "         edgecolor='white',\n",
    "         markersize=gdf.effectifsMinEtablissement/5,\n",
    "         legend=True,\n",
    "         legend_kwds={'bbox_to_anchor': (1.1,1),\n",
    "                       'loc':1, 'borderaxespad': 0})\n",
    "\n",
    "at = AnchoredText(txt, prop=dict(size=9), frameon=True, loc='lower left')\n",
    "ax.add_artist(at)\n",
    "ax.set_axis_off()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}