{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:36.163766Z",
     "iopub.status.busy": "2023-12-30T16:23:36.162562Z",
     "iopub.status.idle": "2023-12-30T16:23:36.557201Z",
     "shell.execute_reply": "2023-12-30T16:23:36.556496Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import warnings\n",
    "import tqdm\n",
    "import pandas as pd\n",
    "warnings.simplefilter(action='ignore', category=pd.errors.PerformanceWarning)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:36.559799Z",
     "iopub.status.busy": "2023-12-30T16:23:36.559525Z",
     "iopub.status.idle": "2023-12-30T16:23:37.292812Z",
     "shell.execute_reply": "2023-12-30T16:23:37.292243Z"
    }
   },
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "import socceraction.spadl as spadl\n",
    "import socceraction.vaep.formula as vaepformula"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Select data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:37.295775Z",
     "iopub.status.busy": "2023-12-30T16:23:37.295465Z",
     "iopub.status.idle": "2023-12-30T16:23:37.317226Z",
     "shell.execute_reply": "2023-12-30T16:23:37.316627Z"
    }
   },
   "outputs": [],
   "source": [
    "# Configure file and folder names\n",
    "datafolder = \"../data-fifa\"\n",
    "spadl_h5 = os.path.join(datafolder, \"spadl-statsbomb.h5\")\n",
    "predictions_h5 = os.path.join(datafolder, \"predictions.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:37.320151Z",
     "iopub.status.busy": "2023-12-30T16:23:37.319991Z",
     "iopub.status.idle": "2023-12-30T16:23:38.698816Z",
     "shell.execute_reply": "2023-12-30T16:23:38.698224Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nb of games: 64\n"
     ]
    }
   ],
   "source": [
    "with pd.HDFStore(spadl_h5) as spadlstore:\n",
    "    games = (\n",
    "        spadlstore[\"games\"]\n",
    "        .merge(spadlstore[\"competitions\"], how='left')\n",
    "        .merge(spadlstore[\"teams\"].add_prefix('home_'), how='left')\n",
    "        .merge(spadlstore[\"teams\"].add_prefix('away_'), how='left'))\n",
    "    players = spadlstore[\"players\"]\n",
    "    teams = spadlstore[\"teams\"]\n",
    "print(\"nb of games:\", len(games))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compute VAEP values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:38.701779Z",
     "iopub.status.busy": "2023-12-30T16:23:38.701602Z",
     "iopub.status.idle": "2023-12-30T16:23:42.801373Z",
     "shell.execute_reply": "2023-12-30T16:23:42.800823Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Rating actions: 100%|██████████████████████████████████████████████████████████████████| 64/64 [00:03<00:00, 16.20it/s]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Index(['game_id', 'original_event_id', 'period_id', 'time_seconds', 'team_id',\n",
       "       'player_id', 'start_x', 'start_y', 'end_x', 'end_y', 'type_id',\n",
       "       'result_id', 'bodypart_id', 'action_id', 'type_name', 'result_name',\n",
       "       'bodypart_name', 'player_name', 'nickname', 'team_name', 'scores',\n",
       "       'concedes', 'offensive_value', 'defensive_value', 'vaep_value'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "A = []\n",
    "for game in tqdm.tqdm(list(games.itertuples()), desc=\"Rating actions\"):\n",
    "    actions = pd.read_hdf(spadl_h5, f\"actions/game_{game.game_id}\")\n",
    "    actions = (\n",
    "        spadl.add_names(actions)\n",
    "        .merge(players, how=\"left\")\n",
    "        .merge(teams, how=\"left\")\n",
    "        .sort_values([\"game_id\", \"period_id\", \"action_id\"])\n",
    "        .reset_index(drop=True)\n",
    "    )\n",
    "    preds = pd.read_hdf(predictions_h5, f\"game_{game.game_id}\")\n",
    "    values = vaepformula.value(actions, preds.scores, preds.concedes)\n",
    "    A.append(pd.concat([actions, preds, values], axis=1))\n",
    "A = pd.concat(A).sort_values([\"game_id\", \"period_id\", \"time_seconds\"]).reset_index(drop=True)\n",
    "A.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Analyse VAEP ratings\n",
    "### Most valuable players"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:42.803329Z",
     "iopub.status.busy": "2023-12-30T16:23:42.803141Z",
     "iopub.status.idle": "2023-12-30T16:23:42.851061Z",
     "shell.execute_reply": "2023-12-30T16:23:42.850506Z"
    }
   },
   "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>player_id</th>\n",
       "      <th>player_name</th>\n",
       "      <th>vaep_value</th>\n",
       "      <th>offensive_value</th>\n",
       "      <th>defensive_value</th>\n",
       "      <th>count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>5186.0</td>\n",
       "      <td>Denis Cheryshev</td>\n",
       "      <td>3.115112</td>\n",
       "      <td>4.001186</td>\n",
       "      <td>-0.886074</td>\n",
       "      <td>215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3009.0</td>\n",
       "      <td>Kylian Mbappé</td>\n",
       "      <td>3.100883</td>\n",
       "      <td>3.391557</td>\n",
       "      <td>-0.290674</td>\n",
       "      <td>491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>3621.0</td>\n",
       "      <td>Eden Hazard</td>\n",
       "      <td>3.051791</td>\n",
       "      <td>3.369141</td>\n",
       "      <td>-0.317350</td>\n",
       "      <td>688</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>3089.0</td>\n",
       "      <td>Kevin De Bruyne</td>\n",
       "      <td>2.853646</td>\n",
       "      <td>3.167105</td>\n",
       "      <td>-0.313459</td>\n",
       "      <td>715</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>599</th>\n",
       "      <td>20004.0</td>\n",
       "      <td>Paul Pogba</td>\n",
       "      <td>2.694893</td>\n",
       "      <td>2.817734</td>\n",
       "      <td>-0.122841</td>\n",
       "      <td>675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>3308.0</td>\n",
       "      <td>Kieran Trippier</td>\n",
       "      <td>2.682549</td>\n",
       "      <td>3.203740</td>\n",
       "      <td>-0.521191</td>\n",
       "      <td>685</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>3501.0</td>\n",
       "      <td>Philippe Coutinho</td>\n",
       "      <td>2.658257</td>\n",
       "      <td>2.623230</td>\n",
       "      <td>0.035027</td>\n",
       "      <td>701</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>4319.0</td>\n",
       "      <td>Edinson Cavani</td>\n",
       "      <td>2.657941</td>\n",
       "      <td>2.773171</td>\n",
       "      <td>-0.115230</td>\n",
       "      <td>225</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>5574.0</td>\n",
       "      <td>Toni Kroos</td>\n",
       "      <td>2.615233</td>\n",
       "      <td>2.757993</td>\n",
       "      <td>-0.142760</td>\n",
       "      <td>642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>525</th>\n",
       "      <td>6196.0</td>\n",
       "      <td>Yerry Mina</td>\n",
       "      <td>2.441976</td>\n",
       "      <td>2.558236</td>\n",
       "      <td>-0.116260</td>\n",
       "      <td>324</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     player_id        player_name  vaep_value  offensive_value  \\\n",
       "152     5186.0    Denis Cheryshev    3.115112         4.001186   \n",
       "6       3009.0      Kylian Mbappé    3.100883         3.391557   \n",
       "92      3621.0        Eden Hazard    3.051791         3.369141   \n",
       "17      3089.0    Kevin De Bruyne    2.853646         3.167105   \n",
       "599    20004.0         Paul Pogba    2.694893         2.817734   \n",
       "50      3308.0    Kieran Trippier    2.682549         3.203740   \n",
       "71      3501.0  Philippe Coutinho    2.658257         2.623230   \n",
       "121     4319.0     Edinson Cavani    2.657941         2.773171   \n",
       "352     5574.0         Toni Kroos    2.615233         2.757993   \n",
       "525     6196.0         Yerry Mina    2.441976         2.558236   \n",
       "\n",
       "     defensive_value  count  \n",
       "152        -0.886074    215  \n",
       "6          -0.290674    491  \n",
       "92         -0.317350    688  \n",
       "17         -0.313459    715  \n",
       "599        -0.122841    675  \n",
       "50         -0.521191    685  \n",
       "71          0.035027    701  \n",
       "121        -0.115230    225  \n",
       "352        -0.142760    642  \n",
       "525        -0.116260    324  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "A[\"count\"] = 1\n",
    "\n",
    "# Compute each player's number of actions and total VAEP values\n",
    "playersR = (\n",
    "    A[[\"player_id\", \"vaep_value\", \"offensive_value\", \"defensive_value\", \"count\"]]\n",
    "    .groupby([\"player_id\"])\n",
    "    .sum()\n",
    "    .reset_index()\n",
    ")\n",
    "# Add player names\n",
    "playersR = playersR.merge(players[[\"player_id\", \"nickname\", \"player_name\"]], how=\"left\")\n",
    "playersR[\"player_name\"] = playersR[[\"nickname\",\"player_name\"]].apply(lambda x: x.iloc[0] if x.iloc[0] else x.iloc[1], axis=1)\n",
    "# Show results\n",
    "playersR = playersR[[\"player_id\", \"player_name\", \"vaep_value\", \"offensive_value\", \"defensive_value\", \"count\"]]\n",
    "playersR.sort_values(\"vaep_value\", ascending=False)[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:42.853581Z",
     "iopub.status.busy": "2023-12-30T16:23:42.853426Z",
     "iopub.status.idle": "2023-12-30T16:23:42.918450Z",
     "shell.execute_reply": "2023-12-30T16:23:42.917923Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "        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>player_id</th>\n",
       "      <th>player_name</th>\n",
       "      <th>vaep_value</th>\n",
       "      <th>offensive_value</th>\n",
       "      <th>defensive_value</th>\n",
       "      <th>count</th>\n",
       "      <th>minutes_played</th>\n",
       "      <th>vaep_rating</th>\n",
       "      <th>offensive_rating</th>\n",
       "      <th>defensive_rating</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>5186.0</td>\n",
       "      <td>Denis Cheryshev</td>\n",
       "      <td>3.115112</td>\n",
       "      <td>4.001186</td>\n",
       "      <td>-0.886074</td>\n",
       "      <td>215</td>\n",
       "      <td>317</td>\n",
       "      <td>0.884417</td>\n",
       "      <td>1.135983</td>\n",
       "      <td>-0.251567</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>5574.0</td>\n",
       "      <td>Toni Kroos</td>\n",
       "      <td>2.615233</td>\n",
       "      <td>2.757993</td>\n",
       "      <td>-0.142760</td>\n",
       "      <td>642</td>\n",
       "      <td>295</td>\n",
       "      <td>0.797868</td>\n",
       "      <td>0.841422</td>\n",
       "      <td>-0.043554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>5473.0</td>\n",
       "      <td>Ahmed Musa</td>\n",
       "      <td>1.769203</td>\n",
       "      <td>1.822363</td>\n",
       "      <td>-0.053160</td>\n",
       "      <td>164</td>\n",
       "      <td>224</td>\n",
       "      <td>0.710840</td>\n",
       "      <td>0.732199</td>\n",
       "      <td>-0.021359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>4319.0</td>\n",
       "      <td>Edinson Cavani</td>\n",
       "      <td>2.657941</td>\n",
       "      <td>2.773171</td>\n",
       "      <td>-0.115230</td>\n",
       "      <td>225</td>\n",
       "      <td>362</td>\n",
       "      <td>0.660814</td>\n",
       "      <td>0.689462</td>\n",
       "      <td>-0.028648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>525</th>\n",
       "      <td>6196.0</td>\n",
       "      <td>Yerry Mina</td>\n",
       "      <td>2.441976</td>\n",
       "      <td>2.558236</td>\n",
       "      <td>-0.116260</td>\n",
       "      <td>324</td>\n",
       "      <td>374</td>\n",
       "      <td>0.587641</td>\n",
       "      <td>0.615618</td>\n",
       "      <td>-0.027977</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>451</th>\n",
       "      <td>5674.0</td>\n",
       "      <td>Moussa Wagué</td>\n",
       "      <td>1.635671</td>\n",
       "      <td>1.649539</td>\n",
       "      <td>-0.013868</td>\n",
       "      <td>169</td>\n",
       "      <td>257</td>\n",
       "      <td>0.572803</td>\n",
       "      <td>0.577660</td>\n",
       "      <td>-0.004856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>3237.0</td>\n",
       "      <td>Sergio Agüero</td>\n",
       "      <td>1.418034</td>\n",
       "      <td>1.395863</td>\n",
       "      <td>0.022171</td>\n",
       "      <td>137</td>\n",
       "      <td>243</td>\n",
       "      <td>0.525198</td>\n",
       "      <td>0.516986</td>\n",
       "      <td>0.008211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>3501.0</td>\n",
       "      <td>Philippe Coutinho</td>\n",
       "      <td>2.658257</td>\n",
       "      <td>2.623230</td>\n",
       "      <td>0.035027</td>\n",
       "      <td>701</td>\n",
       "      <td>458</td>\n",
       "      <td>0.522365</td>\n",
       "      <td>0.515482</td>\n",
       "      <td>0.006883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3009.0</td>\n",
       "      <td>Kylian Mbappé</td>\n",
       "      <td>3.100883</td>\n",
       "      <td>3.391557</td>\n",
       "      <td>-0.290674</td>\n",
       "      <td>491</td>\n",
       "      <td>559</td>\n",
       "      <td>0.499248</td>\n",
       "      <td>0.546047</td>\n",
       "      <td>-0.046799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>3621.0</td>\n",
       "      <td>Eden Hazard</td>\n",
       "      <td>3.051791</td>\n",
       "      <td>3.369141</td>\n",
       "      <td>-0.317350</td>\n",
       "      <td>688</td>\n",
       "      <td>551</td>\n",
       "      <td>0.498478</td>\n",
       "      <td>0.550313</td>\n",
       "      <td>-0.051836</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     player_id        player_name  vaep_value  offensive_value  \\\n",
       "152     5186.0    Denis Cheryshev    3.115112         4.001186   \n",
       "352     5574.0         Toni Kroos    2.615233         2.757993   \n",
       "251     5473.0         Ahmed Musa    1.769203         1.822363   \n",
       "121     4319.0     Edinson Cavani    2.657941         2.773171   \n",
       "525     6196.0         Yerry Mina    2.441976         2.558236   \n",
       "451     5674.0       Moussa Wagué    1.635671         1.649539   \n",
       "34      3237.0      Sergio Agüero    1.418034         1.395863   \n",
       "71      3501.0  Philippe Coutinho    2.658257         2.623230   \n",
       "6       3009.0      Kylian Mbappé    3.100883         3.391557   \n",
       "92      3621.0        Eden Hazard    3.051791         3.369141   \n",
       "\n",
       "     defensive_value  count  minutes_played  vaep_rating  offensive_rating  \\\n",
       "152        -0.886074    215             317     0.884417          1.135983   \n",
       "352        -0.142760    642             295     0.797868          0.841422   \n",
       "251        -0.053160    164             224     0.710840          0.732199   \n",
       "121        -0.115230    225             362     0.660814          0.689462   \n",
       "525        -0.116260    324             374     0.587641          0.615618   \n",
       "451        -0.013868    169             257     0.572803          0.577660   \n",
       "34          0.022171    137             243     0.525198          0.516986   \n",
       "71          0.035027    701             458     0.522365          0.515482   \n",
       "6          -0.290674    491             559     0.499248          0.546047   \n",
       "92         -0.317350    688             551     0.498478          0.550313   \n",
       "\n",
       "     defensive_rating  \n",
       "152         -0.251567  \n",
       "352         -0.043554  \n",
       "251         -0.021359  \n",
       "121         -0.028648  \n",
       "525         -0.027977  \n",
       "451         -0.004856  \n",
       "34           0.008211  \n",
       "71           0.006883  \n",
       "6           -0.046799  \n",
       "92          -0.051836  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Normalize for minutes played\n",
    "pg = pd.read_hdf(spadl_h5, \"player_games\")\n",
    "pg = pg[pg.game_id.isin(games.game_id)]\n",
    "mp = pg[[\"player_id\", \"minutes_played\"]].groupby(\"player_id\").sum().reset_index()\n",
    "\n",
    "stats = playersR.merge(mp)\n",
    "stats = stats[stats.minutes_played > 180] # at least two full games played\n",
    "stats[\"vaep_rating\"] = stats.vaep_value * 90 / stats.minutes_played\n",
    "stats[\"offensive_rating\"] = stats.offensive_value * 90 / stats.minutes_played\n",
    "stats[\"defensive_rating\"] = stats.defensive_value * 90 / stats.minutes_played\n",
    "stats.sort_values(\"vaep_rating\",ascending=False)[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### (optional) inspect Belgium's top 10 most valuable non-shot actions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-30T16:23:42.921038Z",
     "iopub.status.busy": "2023-12-30T16:23:42.920878Z",
     "iopub.status.idle": "2023-12-30T16:23:44.758467Z",
     "shell.execute_reply": "2023-12-30T16:23:44.757877Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-06-28 20:00:00 England 0-1 Belgium 9' dribble Michy Batshuayi Tunga\n"
     ]
    },
    {
     "data": {
      "image/png": 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K9evXyxSjkpISevXqlW+cvXv3Fv7OyMjAqlWrcPPmTWzduhXbt2/HL7/8InNdyKLEzp2Sciw5OVkCQAJAkpycLO9w5CI9PV2og/T0dHmHQ+UMjx8qCh4/vA59TUZGhiQ2NlaSkZEh71DkZsiQIZI5c+YUafvOnTt/cZ2lS5dKTE1N8zwPQHLz5k3JzZs3JQAkGRkZkr/++ktibW0tkUgkktDQUEnlypUlL1++FLa5deuWBIAkMTGx0DF/TknWxU8//SRxdHQU/v7xxx8lrVq1Ev6eM2eOpFKlSpLnz58LzzVr1kzi4+MjkUiKpy7+/vtvCQDJ2bNnhefs7e0ls2fP/uw2K1askIjFYolEIpHcv39f6n0yMDCQSCQSSUBAgMTNzU0ikUgkQUFBEmNjY0lWVpZQRkhIiERNTU2SnZ0tU5w5cl6vMNq0aSNxdnYW/n7x4oVEVVVVcujQIan15syZI7GxsZGpzNx1IZFIJGfOnJFUqlRJkpKSIpFIJJKTJ09KNDQ0hPdI1roYMmSIRFtbW5KWllbwHZV8/BzNmzdP+HvChAmS1q1bf3b9a9euSQBIbt++LZFIJBJTU1PJX3/9JcnIyJD6TKqrq0skko/vg0gkkty6dUso4/Xr1xIlJSXJhQsXChVzRVBS54uMjAyJurq6JCQkROp5sVgs2bFjx2fLq169umTdunVC2dOmTZNIJBJJkyZNJAEBARKJRCIxMDCQXLp0Sab4FOl84e/vLxGLxZL379/nu/zNmzcSVVVVycaNG/NdnvOZunbtmvDcypUrJTVq1JBab9OmTRIAktOnT+cpQ5a68Pb2ljRq1KjA+5efNm3aSDZt2lTg7R4+fCgRiUSSmzdvSiQSiSQlJUWioqIiCQ8P/+w2n547XVxcJNOnT5dap2/fvpLRo0dLJJL/HXuHDx8Wls+YMUPSsGFDmeM8e/aspHLlysJ5NSoqSqKkpCRJSkr67DY+Pj6SZs2a5Xne1NRU8ttvv+V5PifOp0+fCs+1adNGMm7cOIlEUrhzp6zfS9mSjIiIiKiCUlNTg5qamtT/MzIyAADXrl3D+/fvIRaLhfGjnJycAABxcXFyi7kwBg8ejOjoaKGb2/bt2/O0AjM2NkbVqlWFv21sbHDv3j0AxVsXFhYWwv+rVauGZ8+eCX+fPn0a7dq1g5GREbS0tDB16lSkp6dLbZ/zPuV+33K/Z4mJidDW1hbi7NGjBzIzMwvcgqWocs9aqa2tDRMTE6E+ZfG1umjVqhVq1aqFXbt2AQC2bduGHj16oEqVKgAKVhd2dnbQ0dEp9L5+6T29d+8e+vXrB3Nzc1SpUgVNmzYFAKl9+dLn8Pr165BIJHBychL2Q19fH9nZ2eXuc1ge/Pvvv8jIyEDPnj2lxs5LTk4W6vv169eYOnUqrK2tUbVqVWhpaeH58+d53tOcf/P7rMpKEc4XPXr0gEQiQb169TBy5Ehs3boV7969E5bfvXsXb9++RatWrfLd/u7du1BSUkL9+vWF5xwcHJCamoq0tDSpdUUiEVq0aJGnDFnqYsCAAbh9+zZsbW3h7e2N/fv3QyKRFEMNyM7ExATNmjUTunnu378fJiYmaNSokbDO146La9euYenSpVLH9969e/OcT3Kfw3NfD2XRokUL6Ovr49ChQwCA4OBgtG7dGgYGBsI6wcHBaN68OQwMDKClpYWVK1fmOX6LoiTPnRy4n4iIiEiB5P7Sb2hoiDNnzuRZx9jYuDRDKjJTU1O4uLhgy5Yt6Nq1q9Dd6mtKoi5UVKS/Xue8xoMHD9C5c2eMGDECixYtgo6ODnbs2CHVdU+WOJ2cnLB9+/Y86+jr6xcozpIg6w9KWeti8ODB2Lp1K4YNG4a9e/fm6d4ja13kTo4WxufeUwDo2rUrxGIxgoKCYGRkhPv378PV1VWqu+XXKCkpITIyMs/r5P7BScXr8OHDMDExkXquevXqAD7Oznr06FGsWLEClpaWUFFRQbNmzWR6TwuaVFGE80Xt2rVx7949nDp1CqGhoRg/fjy2bduGv/76q9hfS0NDA5UrV8532dfqomnTpnjw4AFOnDiBU6dOYcCAARgyZAgCAgKKPc4v6d27NzZu3IhZs2bl6Wop63Hh5+eHXr16ST2nrq7+xdctyLErEomELpeDBg1CcHAwJk6cKCy/ePEi+vTpAz8/P7i7u0NTUxP+/v44d+5cgV7jU59+Bkvq3MkkGREREVEZVblyZXz48KFEyrazs8OTJ0+gqqqa58diWfS1uvDy8sLs2bPx4sULdOvWDdra2lLLExISkJaWJiRMYmJihFY/pVEXkZGRePfuHZYtWyaMc1PQ1hx2dnYICgqCoaGh3GeOzD2e28uXL/Ho0SPUqVNHah0tLa18W9bIWhdDhgzB3LlzsXz5clSpUkVqLLGyUBepqam4efMm1qxZIwxYHRUVVaAybG1tIZFI8OzZMzRv3rwkwlRInztf1K1bF2pqakhMTETbtm3z3fbcuXMYOnQounXrBuDjuHOpqaklGu+nKtr5QkNDA127dkXXrl3RpEkT9OnTB5mZmVBTU4OFhQVUVVVx7tw5qZZ1OerUqYPs7GzExsbCzs4OAHD16lXUqFFD5gS4rHVRtWpVeHp6wtPTE7Vr18bSpUtLPUnm6ekJHx8fXLp0CadPn8aCBQuEZbIcF3Z2doiLi8u3LnOLiYmBqamp8P9Pz99f06dPH7Rt2xbnz5/H3bt34eHhISwLCwuDiYkJZs2aJTz38OHDfMv53HUi571NT0+Hrq4uAODRo0ewt7cHULLnTna3JCIiIiqjLCwscPnyZdy6dQuZmZlSP/qePn2KpKQkvHr1CllZWUhKSkJSUpLM3X1cXFzQokULeHp64syZM7h37x4OHDhQoJn/StOX6gIAPDw8kJqaisDAQAwcODDP9llZWZg4cSJu376N1atX49KlSxg2bBiA0qmLunXrIjs7G2vXrkVcXBx+//33PLM3fk2/fv1QvXp19OnTBxEREbhz5w62b9+OsWPHFlucsrpy5QqWL1+O27dvY/LkyahRowY6deoktY6TkxPu37+PI0eOICkpSZhJTta6MDU1RZs2bTBr1iz069cPSkr/++lSFuqiWrVq0NXVxR9//IG4uDgcP378ixNp5Mfc3BwDBw7E0KFDERISgri4OISEhGDAgAF4/vx5CUVe8X3ufKGmpoapU6fC19cXe/bsQVxcHEJDQzF27FjcuHEDAFCvXj38+eefuH79Oq5cuYLBgwcL3RlLS0U6X2zZsgW///47YmNjcevWLezatUtIVgIfWzj5+vri+++/x+7duxEXF4djx44Jk8zY29ujcePGGD9+PK5du4bTp09j4cKFGD16tMwxyFIXy5cvx86dO3Hnzh1cvXoVf/75p5CUK01GRkZo0aIFhg8fDlNTU6HrPyDbcTF79mwEBQXB398fd+7cQUREBObNmyc1EQrwcbKEqKgoHD9+HOvWrcPw4cMLFGfTpk2hr6+PUaNGoU2bNlKtE+vVq4fHjx9j7969uHfvHhYtWvTZVmROTk7Yt28f7t69i6SkJKFFW86srzldT3fs2CGVaCvJcyeTZERERERl1MiRI9G4cWM0btwY6urqUrN5NWrUCGKxGLNnz8bjx48hFoshFouFMZxksW/fPlhbW8PDwwO2trb44YcfULt27ZLYlSL7Ul0AgKamJjw8PKCtrY2OHTvm2d7a2hrVq1eHk5MTFixYgPXr10uNyVLSdWFvb4/ly5djwYIFsLW1xaFDh/DDDz8UqAxVVVUcP34campq6NChAxo2bAh/f39YWVkVW5yy6tu3L/766y84ODggIiICe/fuzdPNqW3btpgyZQoGDRoEsVgszJ5WkLoYPHgw3r9/j/79+0s9XxbqQklJCbt27UJERATq16+PGTNm4Oeffy5wOWvXrsW3336LYcOGwdraGuPHj0e1atW+2j2KPu9L54s5c+bgu+++w/fffw8rKysMGTIEmZmZwo/8JUuWoGrVqmjSpAl69uyJgQMHwsjIqFTjr0jnCx0dHQQGBqJp06Zo0qQJXr16hX379kmtM3fuXHz33XfCWHA+Pj6oWbOmsHzHjh1QU1NDkyZN0KtXL3Tt2lWqldLXyFIXWlpa+PXXX+Ho6IhvvvkGenp6+P3334teAYXQp08fxMTESHW1BGQ7Lr755hts374d27Ztg52dHTp37ozw8HBYWlpKrTdgwAC4ubmhV69eGDBgAMaMGVPgOHv37o2YmJg8wxt07doVU6dOxZgxY+Do6IjY2Fh4e3vnW8b8+fOhra2N+vXrQywW48WLFwA+tj5cs2YNli1bBiMjI1y4cCHPeHMlde4USUp7NLpi9OTJE6G/aXJycpkYi6G0vX79Wmgymp6eDk1NTTlHROUJjx8qCh4/vA59TWZmJu7fvw9zc/NSvwtfVnh5ecHMzAx+fn7yDkXuSqMuOnbsCEtLS6xcuVLqeT8/PwQHBwstRQiIj4+Hubl5oQamdnFxga2tLVatWlUCkUlbsGABduzYgevXr5f4a1HZwXNn2VKU84UicnFxgZeXF7y8vOQdSh6hoaFo27Ytnj59KnRjVBSyfi9lSzIiIiIiKteeP3+OvXv34tSpUxg5cqS8w6FikJ6ejqtXr2LFihUYNWqUvMMhIiIFwSQZEREREZVrjo6OGDZsGBYtWiQM6luccqaX/9yjIF1cSTbe3t5o3Lgx2rVrV6huQF/j5ub2xff0c12DiL6G5wsqrx4+fPjV4/fChQvyDrPEcXZLIiIiohLSvXt3mWffquhKsi7i4+O/uNzPz69I3baio6O/uNzQ0LDQZctL1apVMWfOnEJtGxoaWrzB5CMoKAhBQUElVv6GDRu+OMmFjo5Oib02fV15PnfyfEFeXl5o0KCBvMPIl4uLy2e7zRoZGX31+M09VlxFxTHJyjmOCURFweOHioLHD69DX8MxyYiIiIioLOCYZERERERERERERDJikoyIiIiIiIiIiBQek2RERERERERERKTwmCQjIiIiIiIiIiKFxyQZEREREREREREpPCbJiIiIiIiIiIhI4TFJRkRERERERERECo9JMiIiIiIiIiIiUnhMkhERERERERERkcJjkoyIiIiIiIiIiBQek2RERERE+RgzZgy0tLSgpaUFGxsbqWVnz54VlmlpaeHs2bN5trexsRGWjxkzJs/yBQsWSJXxqYcPH0ot37ZtW5513NzchOVubm55lm/btk2qjIcPH+ZZJ/fyBQsWFKgeWBesC9YF64J1wbpgXbAuympdFIZIIpFIiqUkOXjy5AkMDAwAAMnJydDX15dzRKXv9evXwoGfnp4OTU1NOUdE5QmPHyoKHj+8Dn1NZmYm7t+/D3Nzc6ipqck7nAJ78uQJXr58CQCoVKkSTE1NhWUZGRlISEgQ/jY2Noa6urrU9g8ePMD79+8BANra2nmOj2fPnuHZs2fC3xYWFlLLP3z4gPj4eOFvAwMDVKlSRWqdhIQEZGRkAADU1dVhbGwstfzVq1dITk4W/jYzM4OKiorUOnfv3hX+X716dVSvXl1q+ZfqAWBd5Ma6+B/Wxf+wLv6HdfE/rIv/YV38D+vif4qjLnKT9XtpuU6SJSUlQSwWAwDu3bsn/FApColEgjdv3gAAdHV1oaRUthvb8UcqFQWPHyqK8nb8ZGdnIyUlBQCgoaEBkUhU5DKTk5NRp04dAEBiYiIMDQ2LXGZFUt6TZERERERUMcj6vVTls0vKgdTUVOH/OT9SihNbBVBFkZKSgosXLyIiIgIPHjzA48eP8fjxYzx9+lRYp1atWtDT00PNmjVRs2ZNmJqaolGjRmjatCl0dXXlGD1R8UhJSSmWmymfk5qayiQZEREREVE5Vq6TZESUv6ysLJw7dw67d+/GiRMn8O+//wIA9PT0YGFhARMTEzg4OEBbWxt+fn4AgAkTJuDly5d4/Pgx7ty5g6NHj+Knn34CANStWxcdOnRA79690bJlSygrK8tr14iIiIiIiIhKRLlOkuXuj3rjxg2YmZkVuczXr18LLQ00NDSKXB5Rabp37x5WrlyJXbt2ISkpCSYmJnB3d4efnx+aNWsGMzMzqS5mr1+/FpJkU6ZMkeouJ5FIEB8fjwsXLuD8+fM4dOgQ1qxZA0NDQ/Tp0wfjx48vkRacRCUl9zk9OTm5WLqHxsfHw9bWFgDyjJFARERERETlS7lOkuX+sa+hoVHs4+EUx3g1RKUhIiICv/32G/bu3YsaNWpg4MCB6N27Nxo3blzocfVEIhHMzc1hbm6O/v37Y8WKFQgPD8fu3buxZcsWrFy5Eh4eHpg6dSoaNWpUzHtEVPxyn9M1NTWL5ZqRO/HGawYRERERUflWtkelJ6IvevDgAXr16oXGjRsjKioKq1evxoMHD7BkyRI0bdq0WCeeUFJSQtOmTbFkyRI8fPgQq1evxpUrV9C4cWN4enrmO+0vERERERERUXnBJBlROZSZmYl58+bB2toa58+fx5YtW3Dr1i2MGTOmVLp8qaurY8yYMbh9+za2bNmCsLAwWFlZYd68ecjMzCzx1yciIiIiIiIqbkySEZUzt2/fRtOmTTFv3jyMHz8et2/fxsCBA+UymL6ysjIGDhyI27dvw9vbG/PmzUPTpk1x+/btUo+FiIiIiIiIqCiYJCMqRzZv3gwnJydkZmYiIiICv/76K6pUqSLvsFClShUsWrQIERERyMjIgJOTE7Zs2SLvsIiIiIiIiIhkxiRZBRIXFyfvEKiEZGdnY8KECRgyZAh69eqFyMhIODg4yDusPBwcHHD58mV4eHhg8ODBmDBhArKzs+UdFpUQnnOoNL179w7Pnj3Du3fv5B0KEREREVVQTJJVIG3btsXFixflHQYVs7dv36Jfv35YvXo11qxZg6CgIGhpack7rM/S0tLCH3/8gTVr1mDVqlXo378/3r59K++wqJhdvHgRbdu2lXcYVME9evQIs2bNgrGxMVRVVVGjRg2oqqrC2NgYs2bNwqNHj+QdIhERERFVICryDoCKT7169dCxY0ecOnUKjRo1knc4VAxev36Nbt264ezZs9izZw969uwp75BkNnbsWOjr66N///5ITU3FgQMHoKmpKe+wqBhERESgY8eOsLW1xYULF+QdDlVASUlJGDduHA4cOAANTU307N0fDo7O0NKqgvT0V7gaFYlly5djwYIF6N69O9asWQMDAwN5h01ERERE5RyTZBXI/v370b17d3Tq1An//PMPbG1t5R0SFcHbt2/Ro0cPXLp0CceOHYOLi4u8QyowDw8PHDt2DF27dkXPnj1x6NAhqKqqyjssKoLr16/D1dUVtra22L9/PwwNDeUdElUwd+7cgaurKzIy32L+b8vRo1c/aH0y9mLv/oMxY/bP2B+8A8t/W4CmTZvi2LFjqFevnpyiJiIiIqKKgN0tKxAtLS0cPXoUJiYm6NChA+7evSvvkKiQJBIJhg0bhjNnzuDQoUPlMkGWw8XFBQcPHsQ///yDYcOGQSKRyDskKqR///0XHTp0gKmpKY4ePVqmu/1S+ZSUlARXV1eoVFbFweNnMGjoqDwJshxaVapg0NBROHj8DFQqq8LV1RXJycmlHDERERERVSRMklUw1apVw/Hjx6Gjo4NOnTrh5cuX8g6JCmHevHnYvn07Nm/eXCHGffrmm2+wefNmbN++HfPnz5d3OFQIL168gJubG6pVq4Zjx46hatWq8g6JKqBx48YhI/MttgYfhnHNWjJtY1yzFrYGH0ZG5luMGzeuhCMsOC8vL/j5+ck7jDKBdVG2xMfHQyQSyTsMkoGLiwtEIhFEIhG8vb3zLA8KChKWF/UGVlpaGkQiEUJDQwtdxoEDB4p8bMnzfOHl5SXUZ5cuXYpUVnHURVnA80XBuLi4ICgoSN5hUCExSVYB6evr48iRI3j69ClGjhzJljvlzM6dOzFnzhzMmzcPvXv3lnc4xaZ379746aefMHv2bOzatUve4VABSCQSjBw5Ek+fPsXhw4ehr68v75CoAnr06BEOHDiAiVNnypwgy2FcsxYmTJmB/fv34/Hjx0WOJTY2Fh4eHqhZsyZEIhGCg4OLXGZhHDx4EA0aNICGhgZMTEwwY8YMZGVlybx97h/OOY9PWyaHhITAyckJmpqaMDExwcKFC4t5L6iiyTmuPD09hefCwsIgEok41MdnfPo5FIlEBRquYN++fUhMTESzZs3yXd6nTx8kJiZi2bJlRY5VR0cHiYmJaN68eaHLcHNzQ2JiYpFjKYzc5z1lZWWYmJjA29sbb968kbmM5cuXIzExsVi+h8uzLsoKiUSCWbNmQV9fH1paWujXrx9evHhRqLLev38PZ2dniEQipKSkCM+bmZnl+zn77bffAADXrl1Djx49IBaLoampCScnJ+zbt69Y9q+4hYaGwt7eHqqqqrC3t8eZM2cKtH1gYCAaNWoEbW1t6OnpwdPTE/Hx8cJyWeoid2I+56FIST8mySqoOnXq4Pfff8fu3bsREBAg73BIRvfv38ewYcMwcOBA/PDDD/IOp9j9+OOPGDhwIIYOHSp1sqaybc2aNdizZw82btyIOnXqyDscqqDWr18PDU1N9OjVr1Db9/TsD3UNDaxfv77IsaSnp6N27drF8oOzsO7evQtPT094eHggJiYGgYGBWLt2LZYuXVqgcjQ0NJCYmCg8cn8Rvnv3Lrp37w53d3dcu3YNy5Ytw4IFC/D7778X9+5QBaOuro7w8HC8fv0aALBr1y6YmJjIOaqyLTAwUOqzeP36dZm3rV69OgwNDVG5cuV8l6urq8PQ0BA6OjpFjjMngfe515KFqqqqXMcszTnvPXr0CLt27cLJkycxY8YMmbfX0dGBoaEh1NXVixyLvOuiLFizZg2WLl2KDRs2IDQ0FNeuXcOYMWMKVdbcuXPznQgsIiJC6vP1119/QSQSCZOeRUdHw8zMDLt378b169fRt29feHp64p9//inSvhW35ORkdO3aFW3btkVUVBTatm2Lrl274unTpzKXce7cOYwYMQLnz5/HyZMn8ezZM3Tq1AkfPnwAIHtdDB06VKpO+/TpU6z7WpYxSVaB9erVC97e3pg8eTKioqLkHQ7JYNKkSahRowYCAgIqZJNmkUiEgIAAVK9eHZMmTZJ3OCSDqKgo+Pj4YPz48fDw8JB3OFSBbdy4ET179//sGGRfo1WlCnr27o+NGzcWOZbGjRvjt99+Q69evYpcVmFFRUUhOzsbP/zwA8zNzdGpUye0b98ely9fBvCxtYSDgwOaNGmCmjVrYu3atdDT00OTJk2khlrI+cGb86hevbqw7MSJE6hatSrmzJmDOnXqwMPDA4MHD0ZgYKCwTk4LABMTE6ipqaFu3bpYtWpV6VUEPt5VF4lEWLVqFYyNjaGjo4OJEydKtarbsmULnJ2dUaVKFejo6KBXr15ISEiQKmf37t2wsbGBuro6jIyMMGzYMKnl8fHx6Ny5M6pWrQptbW20aNECMTExpbKP5Y2SkhJcXV1x+PBhZGdn4+DBg+jevbuwPDU1Ff369YOxsTFUVVVhaWmZb/LVxcUF3t7emDt3LvT09KCpqYlp06YBALKzs/Hjjz9CLBZDTU0NrVq1wrVr14Rtc7p/RUZGCs95eXlJdY/72nERFBQELS0tbNu2DSYmJqhRo0aeLn6pqakYPHgwqlevjho1aqB///5SLVhkVbVqVanPop6enrAsIyMDEyZMgIGBAXR0dNC5c+div5koy2dERUVFaDWSX3dLkUiExYsXo2XLltDU1ES7du2kfryfO3dOquWJvOSc94yMjNC8eXO4u7vj4sWLwvKsrCzMnTsXJiYm0NLSQuvWrXH16tUCvUZERATs7e2hrq6Orl27Yvjw4VItdb9WFznntdzHUs7nAQD8/PzQpk0b1KtXD9bW1li+fLlwbBSkRXFZsG7dOowdOxbu7u5wdnbGokWLsGfPHqSmphaonPPnz+PPP//MtyGBnp6e1Ofr0KFDaN26tXBzd/DgwVi6dClatWqF2rVrY+rUqbC1tcWBAweKYxeLzbZt26ChoYGlS5eifv36WLp0KdTU1LBt2zaZy/jjjz8wevRo2NrawsHBAf7+/rh9+7ZwPZO1LjQ0NKTqtDiSxuUFk2QVnL+/P6ysrDB69GhkZ2fLOxz6gsOHD+PQoUNYunRphR4QXUtLC0uXLsXBgwdx5MgReYdDX5CdnY1Ro0bB2tpaaK5OVBLevXuH//77Dw6OzkUqx8HRGQkJCXj//n0xRSY/jRo1goqKCnbv3g2JRIK4uDhcuHAB3377rbDOgwcPEBgYCAsLC/j7++PMmTN4/vw5jh49KqyTkZEBMzMz1KpVC/3795f6Ufzu3TtUqlRJ6nXV1NRw9epVYaiGffv2wd/fHwEBAbh16xbWrVsnt2vUpk2bcPjwYezevRtbt26VajX45MkTTJkyBZcvX8Y///yDJ0+eYPDgwcLypKQkDBgwAAMGDMDNmzdx6NChPLOhjh8/Hq9evcLZs2cRGRmJkSNHVohjqaR4enpi165dOHv2LKytraUSsOnp6ahZsyaCg4Nx69YtTJs2DaNGjcq329DBgwcRFxeHU6dOISwsDPb29gA+trxasWIF1qxZgytXrsDIyAjdu3cv0HvyteMCADIzM3HkyBGcPHkSfn5+mDt3rlQrr169euHZs2c4ffo0/vnnH6SlpeUpo6jGjh2L8PBwHDhwABEREdDX14e7u3uxJkNkqYuEhATcvn37i+WsWbMG8+fPxz///IPbt2/j119/FZY1adIEiYmJ2LRpU7HFXVSJiYk4fvw4GjZsKDyXM/ZvUFAQoqOj0bJlS7i6uuLVq1cylfn+/Xt4eHjA1tYWV65cgaurK7Zs2SK1TnHURUJCAg4ePIjs7Gzs2bMHYWFhOH/+PCIiIgpdZml7+/YtYmJi0KJFC+G51q1bIysrq0CNONLT0+Hl5YX169d/tZXjmzdvsH379jw3QnKTSCR48eIFqlWrJnMMpeHy5cto1qwZlJQ+pmmUlJTQsmVLqZsBBZWWlgYAnx1P+HN1sWvXLujq6sLe3h7+/v7lLjlbFCryDoBKlqqqKlavXo1WrVohKCjoiycLkp+cO4gdOnRQiNY6vXr1Qvv27TFhwgS0a9cOampq8g6J8rFp0yZERkbi3LlzUFVVlXc4VIGlp6cDALS0CteKLEfO9q9evZL6wV4emZmZ4fjx4/D09MSgQYOQlZWFefPmYdCgQcI6VlZWsLe3R9OmTREfHw9ra2s0bNgQDx8+FJZv27YN9evXR0JCAn744Qd06NAB0dHRqFy5Mlq3bo3Jkydj27Zt6NevH2JjY7Fr1y5kZmbi1atX0NbWRnx8PKpVq4ZOnTpBRUUFZmZmcqoR4KeffoKjoyMAYPTo0diwYQPGjh0LAPD19ZVad+rUqejWrRvevn0LVVVVJCQk4MOHD+jevTvMzMxgZmYGZ2fppGx8fDzc3NxgZ2cHAHmSaCTtm2++wfDhw7Fx40b07t1bOO4AwNTUVOrmirm5OVavXo2QkBC0bt1aqpzKlStj48aNUFZWBgA0aNAAwMcu2CNHjkSPHj0AAAEBARCLxTh27JjMg6l/7bgAPrYqWrRoEWrWrAlLS0vMmjULkZGRsLOzwz///IPz588jJSUFVf6/levSpUthZWWFpKSkAnWjGzRoELy8vIS/f/rpJ/j4+CA+Ph6bN2/GzZs3YWlpCQBYvXo1qlSpgoiICDRt2lTm1/gSWerCwMDgq9f7oUOHCi2mPDw8pBI2lSpVgqGhodwn93n9+jW0tLSQnZ2NjIwMtGvXDosXLwbwMSm6aNEi7N+/H+3atQMALFiwAEFBQThy5Aj69u371fKPHTuGpKQkrFq1CtWrV4e1tXWelj7FURfOzs6wtraGo6MjzMzMYGtrC0tLSzx8+LDYjouSlpqaiuzsbOjq6mLy5MnCTYjKlSsXqAvhxIkT4e7ujiZNmnx1Uomcm0tfag2+fv16pKWlYcSIETLHUBqePn2KWrVq4dKlS3Bzc0NISAh0dXUL3bI0KysLs2fPRq9evWBqaprvOvnVxaBBg1C7dm1Ur14dZ86cwfTp05GRkYFZs2YVKo7yhi3JFEDLli0xYMAATJ8+XcgkU9myaNEiPH78GCtXrqyQ3Sw/JRKJsHLlSjx69AiLFi2SdziUj7S0NMyYMQMDBw6UuvtHVBJyWialp8t2F/9zcravUsgum2VJcnIyRo4cCW9vb1y+fBm7d+/GypUr8ccffwjr5NxgUFNTk/p/RkYGAKBp06bo27cv7O3t4ebmhoMHD+LWrVs4efIkAMDR0RHLli3D6NGjUblyZbRv3x79+n0cEy7nWtSjRw9IJBLUq1cPI0eOxNatW/Hu3btSq4fccg8Kb2Njg3v37gl/R0VFoWvXrqhVqxaqVKmC3r17QyKRCGNm2dvbo3nz5mjZsiX69u2LFStW5PmBNnr0aCxduhQuLi6YOXMmwsPDS2fHyillZWW4ublh586dQiIrR1ZWFn7++WfY2dmhWrVq0NLSQnR0tJAQz61Zs2ZCgiy3u3fvCglL4OO4XDVr1sTdu3dljvFrxwXw8YZyzZo1hb+rVq2KZ8+eAfg4wPX79+8hFouhpaUFLS0tODk5AQDi4uJkjgMAfvvtN0RHRwuPnBvX169fh0QigZOTk/Aa+vr6yM7OLvBrfIksdSELCwsL4f/VqlUT6qos0dDQEOr5+PHjePHihTD78b///ouMjAz07NlTqG8tLS0kJyfLXN///vsvjIyMpG7G2NjYFPt+fO0cX97o6+ujVq2CTcwDAIcOHcLZs2cxb948mdYPDAxE3759oaGhke/yM2fOYMqUKdi+fTuMjIwKHE9p0NDQgKmpab7jrxXE+PHjkZqaKjWMQm6fq4vhw4ejbdu2cHBwwPjx4zFz5kysXLmySLGUJ0ySKYhFixYhIyMDc+fOlXco9Im4uDgsXLgQU6ZMEe4gKgIrKyv4+vpi4cKFxfolkIqHn58fMjIymMSkUlG5cmUYGRnhalThuxMAwNWoSBgbG+fpQlgeBQQEQFtbG7NmzYK9vT169eqFiRMnYsGCBV/d9nOzWpuYmEBXVxcPHjwQnpswYQJevnyJBw8e4NGjRzAyMoK2traQaKxduzbu3buH5cuXQ1tbG+PHj0e3bt2KZyeLKGc/X79+jY4dO0JDQwO7d+9GVFQU1qxZAwDCUBOVKlXC2bNncejQIdja2mL16tVwcHDA8+fPhfK8vb1x9+5dDBw4ELGxsWjatCl27txZ+jtWjvj4+GDTpk15uun4+/vD398fM2bMQFhYGKKjo2Fvb5/v0B+FbWmT303F3OXLclwAH8fh+lTuz5ChoaFUcis6Ohr//vuv0KpRVoaGhrCwsBAeufdbSUkJkZGReV6ja9euBXqNz5G1LmTxaX197nwjTyKRCBYWFqhXrx46dOiA5cuXIygoCElJScI6hw8flqrv27dvF3ow+cLG+ClZ34uyWOefU6NGDSgpKSElJQUzZszAvn378OrVK7x7905qXL4vOX36NOLi4lCtWjWoqamhY8eOACCMx5lbbGwszp8//9neU+Hh4XB3d8fatWulhi8oK/T09JCSkgI7OztERUXBxsYGKSkpMtdVbtOmTUNISIgw/uinClIXjo6OePr0ablN0BYUk2QKwsjICNOnT0dAQIDCT0Nc1kyaNAn6+voVcjbLr/nxxx+hp6fHQfzLmMTERAQEBGD69OkQi8XyDocUxLBhw7Bv93akyzgmzKfSX73Cvt1fHoOkPHn+/HmeH1EqKipF+oL69OlTpKam5ukyqaSkJCQXd+7ciTZt2kgt19DQQNeuXbF48WKsW7cOISEhyMzMLHQchZV7EP2YmBhhQOZbt24hJSUFv/76K5o2bQoLC4t8u/HkjO3y448/4uzZs0hMTMzTWszU1BQjRozAgQMH0KlTJxw8eLBkd6qcs7S0RP/+/fM8f+7cOXTr1g39+/dH/fr1UbNmTanumLKoU6eO1Nhgz549w+PHj4WWTDk/+nK3Tnv06JHwf1mPiy+xs7PDkydPoKqqKpXgsrCwKLZBrG1tbSGRSPDs2bM8r/Fpq1gtLa0vngO0tLTw9u3bPEmU4qiL8iznvUpPT0fdunWhpqaGxMTEPPX9aTf9z9V33bp18d9//0m1ortx40aBYvra8VtRqKqqwsbGBmFhYcJzZ86cgbKycp5Ec3p6OuLj4/O0OJ05cyZu3LghJDQ3bNgA4OPkB592jw0MDISNjQ2aNGmSJ5aoqCi4ubnB398fAwYMKK5dLFZOTk64cOGCkDDNzs5GWFhYnuEBgI9DBORO/OY2Z84c7NixA6dPn4axsXGe5QWti1u3bkFfX19hBu9nkkyBeHt7Q1VVtcDTx1PJuX37Nv7880/8/PPPRW5OWx5pamri559/xp9//ok7d+7IOxz6f0uWLIGampowwxJRaRg1ahTevH6N/cE7CrX9vj3bkZmRgVGjRhU5lnfv3glfxoGPX0Sjo6M/+2W0JLi6uiIiIgKLFy9GXFwcTpw4geXLl8s8FhMAzJ49G3/99Rfi4uJw8eJF9O7dG1ZWVsI4PMDH2f2uXbuGu3fvCrNh575ps2XLFvz++++IjY3FrVu3sGvXLuFHZmmbM2cOoqKicPz4caxbtw7Dhw8HANSqVQuqqqoIDAzE/fv3ERwcjNWrV0ttGxERgZ9//hmXL19GfHw81q9fj0qVKsHKykpYx8fHB8eOHcP9+/fx999/4/Lly1Ld/Uh29erVQ2hoKMLDwxETE4OhQ4cWuJvuyJEjERgYiP379+PmzZsYO3YsxGIxXF1dAQA6OjqoU6cOgoODAXxMzJ0/f17YXpbj4mtcXFzQokULeHp64syZM7h37x4OHDggdEsuDubm5hg4cCCGDh2KkJAQxMXFISQkBAMGDJBq6Qh8/AF9/Phx3LhxA0lJSfjw4YPUckdHR2RnZ2P9+vVISkoSBqKXpS7S09ORlJSEJ0+eAPiYlExKSipQd8qcbXKGd0lKSkJSUlK+3WxLkkQiQVJSEhITExEZGYnp06fDwsICtWvXhpqaGqZOnQpfX1/s2bMHcXFxCA0NxdixY/MkupycnHDp0iVcuHABSUlJePv2LYCP52dDQ0OMGzcON2/exOrVq/PMjvm1uqhbty60tbWxZ88eAMCOHTsKnEguL0aPHo2AgAAcOnQIkZGR+P777+Hp6YkaNWpIrRccHAxzc3PhM51DX18fVlZWwiOny+anLTLfvn2LLVu2YOjQoXliuHHjBjp06IBx48ahS5cuwvvx4sWL4t/hIujfvz/evHmDyZMnIzY2FpMnT0ZGRka+iSxzc/N8x9BbuHAhVqxYge3bt0NNTU3Y15xz8Nfq4u7du5gzZw4iIiJw//59bN++HfPnz8f48eNLdufLkDKdJMvOzsaTJ0/w5MkTpKen4/Xr13keudelL9PR0cGYMWOwfv36Ur9YUf42b94MHR0deHp6yjsUuenVqxd0dHSwefNmeYdC+Pglef369RgzZgx0dHTkHU6Z92nXnk8f6enpwnWM16kvMzExQffu3bH8twVIeFywHwoJjx9i+W8L0L17d6mxhQrrv//+g6Ojo3CXe+rUqXB0dMzTraMkffvtt/j999+xadMm2NraYtiwYfD09CzQTLMvXrzA8OHDYWVlhR49egiDnueeGezKlStwcXGBra0twsLCcOTIEak78Do6OggMDETTpk3RpEkTvHr1Cvv27SvWfZXVgAED4Obmhl69emHAgAFC1yg9PT388ccf2LlzJ+rXr49Vq1bhp59+ktpWR0cH586dQ6dOnVC/fn0EBwdj9+7dUgMZZ2VlYdy4cbC2tsbAgQPRv39/TJ06tVT3saL48ccf0bBhQ7Rr1w7t27dHw4YN823Z8SWjRo2Ct7c3xowZgwYNGuDx48c4cOCAVHfqdevW4ejRo9DX18eaNWukugLLclzIYt++fbC2thZmM/zhhx9Qu3btApfzJTndnYYNGwZra2uMHz8e1apVy9NqY/LkyWjYsCEaNWoEsVicJ6lTp04dLFmyBLNnz4ZYLBYG2ZalLvz9/SEWi4WhPzw8PCAWi9GzZ0+Z96Nnz54Qi8VCkkIsFkMsFsPf37/AdVIUb968gVgsRs2aNeHu7g4dHR389ddfwoyBc+bMwXfffYfvv/8eVlZWGDJkCDIzM6Gvry9VzsCBA9GrVy907NgRYrEYf/31F4CP3beDg4Nx48YNODo64vjx4+jXr5/UpAdfqwsNDQ2sWbMGy5Ytg5GRES5cuFBhx4D97rvvMGnSJAwfPhxt2rSBnZ0dAgICiv119u3bh5cvX0pNcJMjODgYqampmDdvnvBeiMViTJw4sdjjKApDQ0P8+eefOH36NBwdHfH333/jzz//LFB3y3Xr1iEtLQ2tWrWS2tecmwhfqwtVVVWcOHECHTp0gJWVFebNm4cffvgBM2bMKJF9LotEkjLcqfnJkycwMDCQad3w8HA0atSoyK+ZMxsK8PHHYllv3VPQeB88eIDatWtj1apVwoxQJB9ZWVkwMzNDly5dSuRCIYuycryPGTMGR44cQXx8fL6D91LpWbNmDcaPH4/79+9/dXDVsnL8yKok4o2IiEDjxo1lWjc5OTnPF/CKLjMzE/fv34e5ublMLY+SkpLQrFkzqFRWxdbgwzCu+fUBfhMeP8TAXl3w4d1bXLx4UebvDaXFy8sLZmZm8PPzk3coclfYuggNDUXbtm3x9OlT6OrqlkxwCig+Ph7m5ublanwjUhzl7dzZrVs3GBgYYP369fIOpUTwfFEwLi4u8PLykprRluRP1u+lZbolGRU/U1NTdOnSBRs3bpR3KArv9OnTePz4MU+e+PhF6PHjx/j777/lHYrC27RpkzD7FVFpMzQ0xLFjx/Dh3Vt069gamzeu++wYZemvXmHzxnVw79AKH969xfHjx8tcgoyIiCqmoKAgoTv71q1bcfTo0TI7zhURFUze6VzKkNzTtiYnJ+e56x8bGyvcwVeUQeSKQ9++fdG/f388ePBAqpsBla4//vgDlpaWMrdCqciaNGmCevXq4Y8//kD79u3lHY7Cio+PR2RkJHx9feUdSrmR+9oTHh6O+vXrSy1//fq1kLj53FTkJK1evXq4ePEixo0bh1nfT8ICv5no2bs/HBydoaVVBenpr3A1KhL7dm9Hxps36NGjB1avXs0EGRERlZrU1FTMmjULT58+hZmZGdavX59n0hMiKp/KdJIs96xOmpqaeZJkuX9w5DeNLuWvc+fOqFy5Mvbt24fJkyfLOxyF9OLFC+zbtw+zZ8/msYuPn18vLy/MmzcPq1evhra2trxDUkj79u2DqqoqOnfuLO9Qyo3cn18NDY0vduHkZ112BgYGCA4OxqNHjxAYGIiNGzdiy8b/dWExNjaGz+TJGDVqVLGMQVaSunfvnu/U64qosHXh4uLCLj4loGrVqpgzZ468wyDKV1k/d/r6+irUTUWeLwrGy8sLDRo0kHcYVEhlekyyr40fExMTA1tbWwAfZ2mwsbEp8dcsawobr7u7O549e4Zz586VZHj0GRs2bMDo0aPx8OHDfKflLS1l6Xh//PgxatWqhcDAQGHGMipdLVq0gK6uLg4ePCjT+mXp+JFFScT7tetQeauj4lbQMcm+5N27d0hPT4eWlpbUwPNERERERF/DMcnoizw8PBAWFiZM80yla//+/XBxcZFrgqysqVmzJtq2bYv9+/fLOxSFlJycjPPnz8PDw0PeoRDlq3LlyqhevToTZERERERUYpgkK4SFCxeiUaNGqFKlCvT19dG9e3fcvn1b3mEVSNu2bQEAFy9elHMkiunq1ato2rSpvMMoc5o0aYKrV6/KOwyFlHMuyDk3EBERERERKRomyQrhn3/+wbhx43Dx4kWcOHEC79+/R8eOHfH69Wt5hyYzExMTGBgYIDw8XN6hKJzU1FQkJCTA3t5e3qGUOfb29nj8+DGePXsm71AUTnh4OAwNDcv8+E5EREREREQlpUwP3F9WhYSESP0dFBQEfX19XL58Ga1bt5ZTVAUjEonQuHFjXLp0Sd6hKJxr164BAJNk+cipk2vXrsHFxUW+wSiYS5cuoXHjxhxcnoiIiIiIFJZiJckePgRSUr64ilJGBhxz/h8dDair511JVxeoVUv488WLFwCA6tWrF1OgpaNJkyb47bffkJ2dDSUlNiosLdeuXYOamhrq1q0r71DKnHr16kFVVZVJslKWnZ2NiIgITJs2Td6hEBERERERyY3iJMkePkSWlRWUMzK+uJo6gCs5f7Rsme86WerqUL51C6hVC9nZ2ejRowc0NDTQvHlzvH37Fu/evUO3bt1w4MCB4tyDYtegQQO8ePECCQkJMDExkXc4CuPq1auwsbGBiorifPxkpaKiAhsbG45LVsoSEhLw8uVLODg4yDsUIiIiIiIiuVGc5kMpKVDOyMB3LhPQofuvhX585zLhY6Lt/1ukjRs3DsnJyQgICMCmTZugp6cHfX19/Pnnn4iJiZHzTn9ZzthDCQkJco5EsVy7do1dLb/A3t5e6JJKpePx48cAwGQ5UQnw8vKCn5+fvMMoE4qzLrp37w4vL68Cb5eWlgaRSITQ0FCp5+Pj4yESiRAZGfnZbV1cXODt7f3Z5X5+fhCJRBCJRLC1tS1wbKUtZ59LWtWqVREUFFTg7fz8/MpFPRYHMzMz+Pv7yzsMAJ//jJQ2eZ47vby8hM9yly5dilTWgQMHKsRQFqV1vqgoXFxcCnXeo7JBcZJk/+/fqsa4rlu70I9/qxoLZXl7e+Pw4cO4dOkSevbsiRkzZiAoKAjW1taoVKlSmZ850tj4474wSVZ6Pnz4gJiYGCbJvsDe3h43btxAVlaWvENRGDnngJxzApGi+/nnn2FnZwdNTU0YGRlhxIgRSPnKcA0lYcuWLbCxsYG6ujosLCywcePGApexZ88e1K1bF2pqamjevHmZv4FX0nR0dJCYmIjmzZsXe9lTpkxBYmIifH19i73ssiQoKAgikQienp7Cc2FhYZ9NDt65cwd9+vQpzRBlljsZoqqqCisrK6xYsaLA5ciSZC0vSvIzUhpyjk+RSARlZWWYmJjA29sbb968kbmM5cuXIzExEb179y5yPG5ubkhMTCxyOeWZRCLBrFmzoK+vDy0tLfTr108YrkgWz58/x5gxY2Bubg51dXXUqVMHP//8M7Kzs4V1Xr58idGjR8PIyAgaGhpo164dbt++LVXOggUL0KRJE6iqqpbrBPzz58/Rt29faGlpQV9fH7Nnzy5wGV+qi5zzWX6PiIgIAB+TgPktHzduXLHso7wpXJKsuPzy66/Yv38/Tp8+DXNzc4wbNw6dO3dG27Zt8eTJE7x//x7NmjWTd5hfVKNGDVSuXJlJslL09OlTZGZmok6dOvIOpcyysLBAZmYmnjx5Iu9QFEZCQgJUVVXL3biKRCXlwoULmDZtGi5fvox9+/YhMjKy1H/knz17Fl5eXpg4cSJiYmIwffp0jBo1CqdOnZK5jGvXrqFfv34YPnw4Ll++DBMTE3Tu3Blv374twcjLNpFIBENDQ1SuXLnYy9bS0oKhoSG0tLSKveyyRl1dHeHh4cLM7rt27fpsa2R9fX2o5zfGbxnRvn17JCYm4u7du1iwYAGmTZuG/fv3yzssuSnJz0hp0dDQQGJiIh49eoRdu3bh5MmTmDFjhszb6+jowNDQsFiOW1VVVRgaGha5nPJszZo1WLp0KTZs2IDQ0FBcu3YNY8aMkXn75ORkpKamYvXq1YiJicGSJUvw22+/4eeffxbW8fHxQWhoKPbu3YsrV66gWrVq+Pbbb/H+/XthnYyMDPTr169Ykp/yNGrUKFy/fh2hoaEIDAzEkiVLsG7dugKV8aW6MDExQWJiotRj1qxZMDU1hbOzMwBg3759UsuvXr0KJSUleHh4FMs+yhuTZIX019Gj2L59O6pUqYK1a9fi7NmzWL9+PVRVVXHnzh107doV9evXl9rmv//+w7lz55CWliafoD8hEolgZGTEJFkpyszMBPDx4l0WSCSSfP8vTzlfSBT5R1xp+++//2BkZFRmmtGnpaXh3Llz+O+//+QdCimow4cPY+DAgbCyskLTpk0xZ84cnD59ukB3vosjBmdnZ4waNQq1a9fGiBEj4OrqisDAQAAfW0s4ODigSZMmqFmzJtauXQs9PT00adIEL1++BABs2LABjo6OmD59OmxsbLB+/XokJCTgr7/+El4nPj4enTt3RtWqVaGtrY0WLVqUydZmf/75J+rUqQMNDQ0MGjQI7969y7OOl5cXunTpgnXr1sHExATq6uro16+fsFxFRUW42/25rmSnTp0SXqdfv35CEihHWloaOnfuDDU1NdjZ2RW410BGRgYmTJgAAwMD6OjooHPnzoiPjy9QGWWBkpISXF1dcfjwYWRnZ+PgwYPo3r271DoWFhZCfX+u29GpU6fQvHlzqKurw9DQEKNGjcqzjr+/P/T09GBoaCgc/wAwYsQIfPvtt1LrXr9+HUpKSrh//77M+5KTxDAxMUHPnj3zvK/Tpk1DvXr1oKamBrFYDF9fX+GHd06LC3NzcwBAo0aNhH3O7fTp03B2doaGhgb09PTg7u6e5xh+9uwZunTpAg0NDTg7O+Pu3bvCsvy6nopEIgQHBwMAsrKyMHz4cJibm0NVVRVmZmZYuHChsO65c+egoqKSp0WTk5OTVJdGWT4j5UFOos/IyAjNmzeHu7u71HualZWFuXPnwsTEBFpaWmjdunWBx8ONiIiAvb091NXV0bVrVwwfPlxq0qlz585JtbD5VGhoKEQikVQr5dxduv38/NCmTRvUq1cP1tbWWL58uXDOKG+9LdatW4exY8fC3d0dzs7OWLRoEfbs2YPU1FSZtreyssKePXvw7bffonbt2ujWrRuGDBmCffv2Cev8+eefmDRpEpo1awYrKysEBAQgLi5O6sbSvHnzMGnSpHLdWCElJQX79u3DokWL4OzsjG7dumHs2LEICAgoUDlfqgtlZWUYGhpKPfbu3Su0vAU+TliYe3lISAhMTU3Rtm3bYtlPeWOSrJBepafDxcUFYrEYY8eOxf379zF79mxcunQJRkZGOHbsGGJjY4X1Q0NDUbt2bbRq1QrW1tZ48OCBHKP/H21t7QI1P6aiyUmSqaqqyjmSj0mx7777Tvh73LhxZSJRllM3OXVFJe/169fQ1taWdxgAgAcPHsDKygqtWrVCnTp1yvWXdPq8JUuWoGbNml99uLu759nW3d1dpm2XLFlSbPGmpaVBXV29VM/d7969y9OSQ01NDVFRUcLfDx48QGBgICwsLODv748zZ87g+fPnOHr0KADg8uXLaNGihbC+jo4O7O3tpbqEjR8/Hq9evcLZs2cRGRmJkSNHSt15LwuePn2KPn36oHfv3oiKioJYLMbx48fzXTc6OhoHDhzAvn37cPnyZbRr105YlpCQkKf7zafWrl2LP/74A6dOncKlS5fyjIm0c+dOdOjQAVevXkXjxo3h4eGRb8Luc8aOHYvw8HAcOHAAERER0NfXh7u7e7n70QsAnp6e2LVrF86ePQtra+s8rZEvXryIxMTEz15fYmNj0alTJzRr1gyXL1/Gn3/+meeYj4uLw4MHD3D+/Hl4eXlh/PjxQlJhyJAhOHHihFTL823btqFVq1ZC0qqgIiMjERsbi4YNGwrPZWRkYNWqVbh58ya2bt2K7du345dffgHwvxYX4eHhAICQkBChZUWOrKwseHh4oFmzZrhx4wZOnjyJZs2aSXUVAz4mtUeOHImIiAi8f/8e06dPlznurKwsqKioICgoCLdv38by5csxf/58bNmyBQDQsmVLmJmZYceOHcI2t27dQlRUFAYPHiw8J8tnpLxJTEzE8ePHpd7TefPmYfv27QgKCkJ0dDRatmwJV1dXvHr1SqYy379/Dw8PD9ja2uLKlStwdXUV6jpHkyZNkJiYiE2bNhU69oSEBBw8eBDZ2dnYs2cPwsLCcP78eaHLW3nw9u1bxMTESF2LWrdujaysLKnrWUGlpaWhWrVqwt+fXjPV1NQAoEivURZFRUUhOzs7T31ev369xBoYhIWF4ebNmxg6dOhn19mwYYNUEq28Y5KskK5cvgyJRCI0x1ZWVsYPP/yAJk2a4NGjR8jMzIStra3wpWfy5MnCl86nT59K3d2Rp0qVKpW5L8MVWc7JK+fELU9RUVFSF/TNmzcjOjpafgH9v5y6YUuy0vP+/XtUqlRJ3mEAABYuXCj8AHr37h0mT54s54ioJLx8+RIJCQlffTx9+jTPtk+fPpVp25zWVEWVnp6OhQsXYty4caV67m7Tpg0uXryI06dPQyKR4OzZszhx4oRUnVhZWcHe3h5NmzaFs7MzrK2t0bBhQzx8+BDAx7rS1dXFvn37oKenh0ePHkFXV1eqjPj4eDRt2hR2dnaoV68evLy80KBBg1LbT1ns2LEDOjo6+Pnnn2FpaYmFCxdCX18/33VfvXqFnTt3olGjRqhfvz5GjBghLDMwMPjsdjmmTJmCli1bolmzZpg+fTp+//13qeWOjo6YNGkSLC0tsXTpUqSmpiIkJESm/YiPj8fmzZvxxx9/oFmzZqhXr57Qfag8/ejN8c033yAyMhIbN27Mt8uOrq4uDA0NP/uj6ddff0Xz5s2xePFi1K9fH40aNcKqVauk1lFSUoK/vz/q1q2LadOm4e3bt7h+/ToAoFWrVjA1NcXOnTsBfLz5t2PHDgwZMqRA+xESEgItLS2oqqqicePG8Pb2lupevWLFCnTs2BHm5uZo164d+vfvL7TGzGlxoaenB+DjUCY5LStypKWlIS0tDW5ubqhduzYcHBwwY8aMPOcTd3d3dOvWDTY2NvDy8irQMVG5cmWsW7cObdq0gZmZGbp164ZOnTpJtRodMmQItm7dKvy9bds2tGzZErVr1xaek+UzUh68fv0aWlpa0NDQgJGREXR1dbF48WIAH2/CLlq0CCtWrEC7du1gYWGBBQsWQElJCUeOHJGp/GPHjiEpKQmrVq2CtbU1vL294eTkJLVOpUqVYGhoiKpVqxZ6P3LO646OjmjZsiVsbW1haWkpnOPLg9TUVGRnZ0NXVxeTJ0+Gs7MzqlSpgsqVK+d7jZfF9evXsXPnTqnxH9u0aYPAwEA8ffoUb9++xZw5c6CsrFzo1yirnj59ChUVFVStWhUNGzaEr68vdHV1kZ2djWfPnpXIawYGBqJdu3YwNTXNd3loaCju3btXqMl0yiomyYqoXbt2uH79OqKjo4WHs7MzDAwM0LVrVygrKwP4OMBezh0jiURSZrpcKikp5bmTRSUnJ2mqpCT/j15+x2BZOC5z6qY83lUvryQSSZm585OWlia0aMzOzsbz58/lHBGVBG1tbRgbG3/1kfPDMzc9PT2Zti2O1pEfPnxA//79YWRkJDX2SWno3r07fH194ebmhkqVKmHYsGHo37+/1Gc150e2mpqa1P8zMjKkytLW1oapqWm+LeFGjx6NpUuXwsXFBTNnzhRaxJQl9+7dg5WVlXB9UFZWzjOkRQ47Ozvo6OgU+rVyd2mzsbHB8+fPpc5DuZdra2vDxMQE9+7dk6ns69evQyKRwMnJCVpaWsKgy9nZ2YiLiyt0zPKirKwMNzc37Ny5Ez169Cjw9jdu3ECrVq2+uE7NmjWF4zan1UjuH4K5Ez9nz57F06dPpSYUkEXr1q0RHR2NqKgobN++HZs2bZLqHhocHIzmzZvDwMAAWlpaWLlyJdLT02Uuv0aNGvD09ISnpyd69OiBX3/9Nd8eJRYWFsL/q1WrVuAfvAEBAXBycoKuri60tLRw6NAhqTgHDx6M6Oho3Lx5EwCwfft2qVZkFYmGhobwu+z48eN48eKFMKD4v//+i4yMDPTs2VP4HGppaSE5OVnmz+G///4LIyMjqdaTNjY2xb4fsp7jywt9fX3UqlWrSGUkJSUJ18fOnTsLz69YsQIqKirC5ACpqamwtrYuM99vC+Ls2bNSx+bZs2fzXc/ExKTEk9ovXrzAnj17MGzYsM+uExgYiPbt2xf5vS1LVOQdQElZsmSJVFeL1KdP8Q5A9oHpEFVSg6hS/gMxath1gaZdV5lfp0qVKti2bRvc3NxQq1YtvHr1CsnJyUhOTpaaJrxv375YtGgRlJSUhGbXZUFZakGiCHK+6JWFVlLOzs4Qi8VClwCxWJznLpg85NRNWeiSqihUVFTw4cMHeYcBAPDw8MCuXbugrKyMrKws9O3bV94hUQnw8fGBj49PobY9dOhQMUeTv+zsbAwePBiJiYk4deqUXAax/uWXXzB//nwkJydDLBZj8uTJMs1Cm5No1tPTQ0pKCtq3by90sUxJSUGjRo2Edb29vdG1a1ecOHEChw8fxi+//ILt27eX289eUVptfM7XfmQV5EeYkpISIiMjoaIi/RXcwMCgULHJm4+PD9q0aSPV7ak4fVpPgPQYqoMHD4afnx/u3LmDbdu2oUePHqhSpUqBXkNDQ0NIUNWvXx9xcXH49ddf4eXlhYsXL6JPnz7w8/ODu7s7NDU14e/vj3PnzhXoNXbv3o3Lly/j77//xo4dOzB//nxERUVJJcY+3dfc+/npMfbpDe5du3Zh0qRJWLZsGVq1agU1NTVMmjRJaj1TU1O4uLhgy5Yt6Nq1a7HN3lgWiUQioW7r1asHTU1NtGjRQqonz+HDh/NMNlGaExjld96QteFCWRgeRVY1atSAkpISUlJShMkTXr16hXfv3uV7I+xLcq5n7du3x4IFC6SW1apVC+fOncOLFy/w4cMHVKtWDbq6uuVy5nZnZ2ep3j2590FPTw8fPnxAWloaDh48CODjeGxKSkolcvxu27YNqqqqn70R8uzZM+zduxd//PFHsb+2PFXYJFlOV468JJC8z4Dkff4ZeMm7gmfmnzx5InyR1tHRwfv379GjRw906NBBWOfnn39GjRo1cP36dbi5uRX4LldJefv2LZNkpagsdSXU1tbG8ePHYWdnBwA4fvx4mRiXqix1SVUUlStXLjNjwHl6emLbtm0ICQmBnZ1doRMpREUhkUgwfPhwxMbG4vTp03I9N6qoqMDY2BgfPnxAcHBwgW6yOTk5ISwsTPj7xYsXuHbtGmbNmiW1nqmpKUaMGCEMhH7w4MEylSSzsLDA7t27kZ2dLbSAv3nzJmrWrFnsrxUTE4M2bdoI/69Ro4ZU4i33pAYvX77Eo0ePpBIdwMdZLvNr6WFrawuJRIJnz56hefPmxR67PFhaWsLS0rJQ29ra2hY42fQpU1NTtGnTBhs3bsSePXukxtwqLHV1dWFsqrCwMJiYmEh9ZvLr6paTRP/SDScnJyc4OTlh4sSJ0NPTw6lTp/IcO59TtWpVqVZhjx49klp+7tw5NGvWDGPHjgXw8Rx2//79PGOzeXl5Yfbs2Xjx4gW6detWJr73lYacSaHS09NRt25dqKmpITEx8auDjGtpaeWpawCoW7cu/vvvPzx79kxITNy4caNA311zzivp6enQ1dUF8PF9tbe3l7mM8kBVVRU2NjYICwsTJvc4c+YMlJWV4ejoKLVueno6UlJShNaQuT1//hwdOnSAk5MT1q5d+9nXy2lJ/Ndff+H58+dSkymUF+rq6p89NzRo0ABKSkoICwsTWtKdOXMGdnZ2eRoYpKSkID09HTVr1sz3hoMsAgMD0a9fv88e21u2bIGmpmaeiVvKO/n3+Sohn3blUKtc+f93VgRRJXUoaVTP9yGqXPCpfn///XfEx8fj7du3ePLkCZ4/fy412wbwsUn61KlTsXnzZqmZluQtMTFR4aclLk1lbVD63F+eCjvIbXErS5MbKAoDAwMkJSXJOwxB//79sXnzZkydOlXosk5UmsaMGYPTp09j69atePfuHZKSkpCUlFTq3cADAgIQGxuL2NhYDB48GK9evSpQ4nj48OGIiorCL7/8gpiYGIwaNQrGxsZwc3MT1vHx8cGxY8dw//59/P3337h8+bJw86Ss6NevH16+fIkffvgBd+7cwcyZM5GcnFygMtLT05GUlCQM8v7s2TMkJSXl6dK2ePFinD9/HhcvXsQvv/yC4cOHSy2/cuUKVqxYgdu3b2Py5MnQ09ODq6ur1DpOTk64f/8+jhw5gqSkJGGCJHNzcwwcOBBDhw5FSEgI4uLiEBISggEDBlS4ruUZGRnC50YikeDFixdISkqSGh9o2rRpCAsLw9SpU3Hz5k1ERUVJ9cKQlZeXF5YsWQJVVVW0b9++wNu/ffsWSUlJePToEU6cOIGVK1cK72m9evXw+PFj7N27F/fu3cOiRYvyTezldMXcv38/Xr58KfU97+HDh5g+fTouXLiABw8eYPPmzXj58mWBPmdOTk54+PAhwsPDkZ2dDX9/f6nl9erVQ1RUFE6fPo07d+7Ax8cn32Seh4cHUlNTERgYiIEDB0otk/UzUh5IJBIkJSUhMTERkZGRmD59OiwsLFC7dm2oqalh6tSp8PX1xZ49exAXF4fQ0FCMHTsWN27ckCrHyckJly5dwoULF5CUlCTcyHV1dYWhoSHGjRuHmzdvYvXq1Xlmx8ypv5yhTHI+DznJzrp160JbWxt79uwB8HHsxfI01lhBjB49GgEBATh06BAiIyPx/fffw9PTEzVq1JBaLzg4GObm5sKsrTlevnyJjh07Ql9fHwsXLkRycnKe80lMTAz279+P+Ph4HD9+HGPHjkXXrl2lJmx4+PAhoqOjkZSUhMzMTKFLbnmip6eHnj174vvvv0dkZCQOHTqEgIAAIUGe25QpU2Bubo7Hjx/nWSZLXURGRiI6OvqrXS379+9f4X63VdgkmY+PDx4/fiw8Mi5cQBaA9t1/gf6QzdDrvy7fR0G6WpZ3b968QVpaWrlshlpe5XRHyD0TE0nLqZuS6DJD+TM2Nsbz58/L7RgXRMVt/fr1ePjwIezs7CAWi4VHfi0KStKJEyeEQfkTExPx999/w8zMTObtHRwcsGPHDmzYsAENGzbEo0ePcPjwYakvs1lZWRg3bhysra0xcOBA9O/fH1OnTi2BvSk8XV1d7N69G7t374aDgwMeP36cJzH1Nf7+/hCLxUKrJw8PD4jFYvTs2VNqvVGjRmHAgAH45ptv0KxZM8yZM0dqeb9+/RASEgIHBwdERERg7969eVrkt23bFlOmTMGgQYMgFouxfv16YdnatWvx7bffYtiwYbC2tsb48eNRrVo1oaVLRbFr1y7hc/Py5UtMmjQJYrFYqqtv/fr1ERISgnPnzqFhw4bo1KlToW4ienh4oFKlSujdu3ehbqycPHkSYrEYderUwahRo9C9e3csX74cANC1a1dMnToVY8aMgaOjI2JjY/NN5CkrKyMgIAC7d+/O835qaGjg9u3b6NmzJywtLfHbb79h3bp1BWpN2LJlS0ycOBGurq6wtLTM0wJn9OjR6NWrF3r27IlmzZpBWVk5314rmpqa8PDwgLa2Njp27Ci1TNbPSHnw5s0biMViYZZkHR0d/PXXX8K4hnPmzMF3332H77//HlZWVhgyZAgyMzPzjO80cOBA9OrVCx07doRYLBYmQqhUqRKCg4Nx48YNODo64vjx4+jXr5/UubVnz54Qi8XCjIA5n4ecBKeGhgbWrFmDZcuWwcjICBcuXJCasbAi+e677zBp0iQMHz4cbdq0gZ2dHQICAmTe/sqVK4iMjMTx48dhbGws1GXu88mHDx8wc+ZMWFpaYtCgQejSpUuelqWzZ8+Go6Mj1q1bh3v37sHR0THPZ6k8WL9+PWxtbdGmTRsMHz4cPj4+GD16dIHKkKUuAgMDYW9v/9nheC5cuICYmJgvJtHKK5GkDHdqzpmZBPh4d0NTU1NqeUxMjDCA6o0bN748YOKVK4CTEzp0/xXXdWt/fr2vsEuJw4kD04DLl4FcmWl5+Vodfcndu3dRt25dnDp1Ct98801JhUifqF27Nnr27JnnLqA8FOX4KSm+vr44cOCAzAMhU9GdOnUK7du3x927d1GnTh2ZtyuLx8+XlES8X7sOlbc6Km6ZmZlClx9F7ULt5eUFMzMz+Pn5yTsUuWNdlC3x8fEwNzcvV+Mb5efRo0cwMzNDeHh4mRhbtazr2LEjLC0tsXLlSnmH8kXl7XzRrVs3GBgYSCXFK5KKcr4oLS4uLvDy8qpQMz5WBLJ+L62wY5LR1+WM2caWZKXL3t4e165dk3cYZda1a9cq3HgMZV3OOSAhIaFASTIiIiJ5ef/+PVJSUjB9+nQ0aNCACbKveP78OU6fPo1Tp06ViRu15V1QUBAMDAxgaWmJ8+fP4+jRozh58qS8wyKiYlBhu1vS1925cwdKSkp5ZnahksUk2ZcxSVb6atWqBSUlJdy+fVveoRAREckkLCwMRkZGuHLlCjZt2iTvcMo8R0dHDBs2DIsWLeL3rGKQmpqKUaNGoX79+pg/fz7Wr18vTPpBROUbW5IpsEuXLsHOzg4aGhryDkWhODg4IDk5GcnJyeV2yveSkpycjCdPnsDBwUHeoSgUDQ0N2NraIjw8HCNHjpR3OEQVSvfu3TnG4v9jXZQtVatWzTPmWnni4uLCrl8FEB8fL+8QCqSsny98fX3h6+sr7zBKTXk/X5Q2Ly8vNGjQQN5hUCExSabAwsPD0bRpU3mHoXBy7t5dv36dSbJP5LSw4x3O0te4cWOEh4fLOwyiCqeiTYteFKyLsqVq1arlZrwnUjw8X5QtPF8UDMciK98ULklWNy1BrtuXFenp6YiJicGECRPkHYrCqV27NjQ0NHD16tVCTVVekV29ehUaGhqoXbvwk2tQ4TRu3BgbN25Eenq6MNA8Ual6+BBISSl6Obq6QK1aRS+HiIiIiBSO4iTJdHWRpa6ONaErilxUlro6lHV1hb/PnDmD3377DZcvX0ZiYiL2799f5u9+hIeHIzs7G40bN5Z3KApHWVkZtra2iI6OlncoZc7Vq1dhZ2cnTNFNpadJkybIzs5GeHg4Z7ul0vfwIbKsrKCckVHkorLU1aF86xYTZURERERUYIqTJKtV6+OX5k/uUiclJcF3yhTcvHlT6nllJWUMHDgAffr0gaGhofSyT+5Sv379Gg4ODhg2bBh69uxZcvtQjA4ePAgjIyPY2trKOxSF5OLigt9//x3v3r1D5cqV5R1OmfD27VscPXoUI0aMkHcoCsnW1hZGRkY4dOgQk2RU+lJSoJyRge9cJuDfqoWfcbluWsLHm2EpKUySEREREVGBKU6SDPj4hfn/vzQnJSVh3LhxOHDgACqrqiITgEt7V/QbOBTp6a9wNSoSP+7eDp+tW9G9e3esWbPms+NHubm5wc3NrRR3pGiys7Oxb98+9OzZky125GTw4MFYtGgRjhw5gh49esg7nDLhyJEjePbsGYYMGSLvUBSSkpISevTogb1792LJkiU8N5Bc/FvVGNd12d2aiIiIiOSjTP8Kyj1jzevXr/M83rx5k++6X3Pnzh00a9YMYecvYP5vy3Hp2j0AwMP4OHzr3gO9+w/Gz7+tQMSN+5j/23KEnb+Apk2b4s6dO8W3c3IUHh6Ox48fo1evXvIORWHZ2NjA2dkZQUFB8g6lzAgKCkKjRo1Qv359eYeisHr16oXHjx8jIiJC3qGUG7mvPW/evMn3WpXfukREREREVPaU6SRZ7iSYgYEBtLS0pB65x9PKkHEck6SkJLi6ukKlsioOHj+DQUNHoXqNGgCAuLv/Sq2rVaUKBg0dhYPHz0ClsipcXV2RnJxcDHsmX3v37oW+vj5atmwp71AUmpeXF44cOVIhjqmiSk5OxtGjRzkTjJy1atUKenp6CA4Olnco5Ubua0/jxo3zXKdyt0DOfU0jxeHl5cUZwf5fYesiNDQUIpEIKcUxsUMuVatWLXc3q+Lj4yESiRAZGVlsZZW0wtazn5+fwgwLYmZmBn9/f3mHAQBIS0uDSCRCaGioXOOQ57nTy8sLIpEIIpEIXbp0KVJZBw4cKJXPWUkrrfNFReHi4lLuri/0P2U6SVYSxo0bh4zMt9gafBjGNWUbr8S4Zi1sDT6MjMy3GDduXAlHWLLevn2LzZs3w9PTE8rKyvIOR6H17dsXysrK2L59u7xDkbtt27ZBWVkZffv2lXcoCk1ZWRm9e/fGli1b8PbtW3mHQyQ3fn5+sLKygoaGBgwMDDBw4EAkJiaWehxbtmyBjY0N1NXVYWFhgY0bNxa4jD179qBu3bpQU1ND8+bNERMTUwKRKo7iTFKVV0FBQRCJRPD09BSeCwsLg0gkyjepdefOHfTp06c0Q5RZ7mSIqqoqrKyssGJFwSf5qkjHhY6ODhITE9G8eXN5h1IoOcenSCSCsrIyTExM4O3tXaAbVcuXL0diYiJ69+5d5Hjc3Nzkcv0oSyQSCWbNmgV9fX1oaWmhX79+ePHiRYHKeP78Ofr27QstLS3o6+tj9uzZUsv9/PyE9z3nkfvm++3bt9G2bVvo6+tDQ0MD9vb22Lp1a3HsXqn7Wl18zbVr19CjRw+IxWJoamrCyckJ+/bt++z63bt3z3N+279/P1q3bo1q1aqhWrVq6NSpE65du1bofSprynSSTFdXF8nJyUhOTsarV6+Qnp4u9bh+/bqwbvXq1b9a3qNHj3DgwAFMnDpT5gRZDuOatTBhygzs378fjx8/LvC+lBW7d+/GkydPyn2yryKoUaMGunbtqvB3GSQSCYKCguDu7i7T55hK1nfffYfk5GTs2bNH3qGUC7mP2evXr+e5Tr169Uq4junmmhWZyrbatWtjzZo1iImJQUhICBISEqQSAqXh7Nmz8PLywsSJExETE4Pp06dj1KhROHXqlMxlXLt2Df369cPw4cNx+fJlmJiYoHPnzkyCU5Gpq6sjPDxc6FK+a9cumJiY5Luuvr4+1NXVSzO8Amnfvj0SExNx9+5dLFiwANOmTcP+/fvlHZbciEQiGBoaluuJpTQ0NJCYmIhHjx5h165dOHnyJGbMmCHz9jo6OjA0NCyW41ZVVTXPJHCKZs2aNVi6dCk2bNiA0NBQXLt2DWPGjClQGaNGjcL169cRGhqKwMBALFmyBOvWrZNax9LSEomJicJj+fLlwjIVFRUMHDgQJ0+eRGxsLCZOnIhhw4bh5MmTxbKPpUmWuviS6OhomJmZYffu3bh+/Tr69u0LT09P/PPPP3nW3bBhA54/f57n+XPnzqFbt244deoULly4gGrVqqFDhw5ITU0t0r6VFWU6SaakpAR9fX0h66ypqZnnkXvdr1m/fj00NDXRo1e/PMtat20PAEhO+nymv6dnf6hraGD9+vWF2Bv5k0gkWLx4MTp27Ahra2t5h0P4eAfz2rVriIqKkncochMdHY3r16+zq2UZUb9+fXTs2BGLFy/mGFoyyH3tye8alXOXT19fn5MhlCODBw/GN998A3Nzczg6OsLHxwfnz59HZmZmqcVw+PBhODs7Y9SoUahduzZGjBgBV1dXBAYGAvjYWsLBwQFNmjRBzZo1sXbtWujp6aFJkyZ4+fIlgI9fbh0dHTF9+nTY2Nhg/fr1SEhIwF9//SW8Tnx8PDp37oyqVatCW1sbLVq0KLOtzbZv3w4jIyNoa2vD29sbWVlZwrItW7bA2dkZVapUgY6ODnr16oWEhASp7efPnw9dXV1Ur14dixcvLtBr57QUMjc3BwA0atRIaK2Q265du2BpaYnKlSvD0tIyzw2HT7vVBQUFQUtLS2qdp0+fYsiQIdDV1YWWlhbatm0rdWMYAKKiouDg4AAtLS306tWr1LtzKykpwdXVFYcPH0Z2djYOHjyI7t27S61jYWEh1NHnbgieOnUKzZs3h7q6OgwNDTFq1Kg86/j7+0NPTw+GhobC8Q8AI0aMwLfffiu17vXr16GkpIT79+/LvC85SQwTExP07NkTdnZ2uHjxorB82rRpqFevHtTU1CAWi+Hr64v3798DkP24OH36NJydnaGhoQE9PT24u7vj3bt3Uus8e/YMXbp0gYaGBpydnXH37l1hWX5dT0UikTA8QlZWFoYPHw5zc3OoqqrCzMwMCxcuFNY9d+4cVFRU8rRocnJykurSqKKiIsQv7+6WRZGT6DMyMkLz5s3h7u4u9Z5mZWVh7ty5MDExgZaWFlq3bo2rV68W6DUiIiJgb28PdXV1dO3aFcOHD4eLi4uw/Ny5c1Ktmj6VXzdyFxcXeHt7A/j4nrdp0wb16tWDtbU1li9fDh0dHXTu3Fnq3FcerFu3DmPHjoW7uzucnZ2xaNEi7NmzR+aESkpKCvbt24dFixbB2dkZ3bp1w9ixYxEQECC1noqKCgwNDYWHjo6OsKxOnToYPnw47O3tYWZmhuHDh8POzg6nT58u1n0tabLWxZcMHjwYS5cuRatWrVC7dm1MnToVtra2OHDggNR69+7dwy+//IKlS5fmKWPx4sXw9fVFw4YNYWVlhTVr1uDJkyc4d+5cUXexTFCob+wbN25Ez979oVWlSp5lrp3dAQAnQ458dnutKlXQs3f/PN0d0tPTER0djejoaADA/fv3ER0djYcPHxZf8MUgJCQEV69exfTp0+UdCv0/V1dX1KxZEz/99JO8Q5GbuXPnombNmnB1dZV3KPT/pk2bhujoaBw7dkzeoRDJ3bNnz7B582bY2tpCTU2t1F733bt3eVpyqKmpSd1UefDgAQIDA2FhYQF/f3+cOXMGz58/x9GjRwEAly9fRosWLYT1dXR0YG9vL9VlYvz48Xj16hXOnj2LyMhIjBw5UkgAlDV//PEHjhw5gj179mDHjh1Yu3atsOzJkyeYMmUKLl++jH/++QdPnjzB4MGDheWHDx/GvHnzsHLlSpw9exbHjx/Hq1evZH5tExMTJCYmIjw8HMDH71Q5rRVy3Lx5E/3798fQoUNx48YNDB06FP369cPt27cLtJ89evTA9evXsW/fPly5cgWDBg3K851y7dq1+P3333Ho0CGEhIQUqituUXl6emLXrl04e/YsrK2t87QGv3jxIhITE6GtrZ3v9rGxsejUqROaNWuGy5cv488//8xzzMfFxeHBgwc4f/48vLy8MH78eCGpMGTIEJw4cQJPnjwR1t+2bRtatWolJK0KKjIyErGxsWjYsKHwXEZGBlatWoWbN29i69at2L59O3755RcAsh0XWVlZ8PDwQLNmzXDjxg2cPHkSzZo1Q3Z2ttRrb9iwASNHjkRERATev39foO/rWVlZUFFRQVBQEG7fvo3ly5dj/vz52LJlCwCgZcuWMDMzw44dO4Rtbt26haioKKnPSUJCQoGP17IuMTERx48fl3pP582bh+3btyMoKAjR0dFo2bIlXF1dZT4nvH//Hh4eHrC1tcWVK1fg6uoq1HWOJk2aIDExEZs2bSp07AkJCTh48CCys7OxZ88ehIWF4fz58+VqgqW3b98iJiZG6lrUunVrZGVlydxIICoqCtnZ2XnKuH79ulTL6Li4OBgZGaFOnToYO3Ys0tLS8i1PIpHgxIkTuHnzJpycnAq3Y3Iia10UhEQiwYsXL1CtWjXhuaysLAwaNAi//PKLTD19cuo6dxnlmcIkyd69e4f//vsPDo7O+S7v0OnjoIwPH3z5zpODozMSEhKkvkBGRkbC0dERjo6OAAAfHx84OjoWuH9wScrKysIPP/yAZs2aSd3lIPmqVKkS/P39ceDAAeFHjSI5cuQIDh48iMWLF0NFRUXe4dD/a9u2LZo2bYqZM2eWu7uVRMXl8OHD0NLSQo0aNfD48WMcP368VF+/TZs2uHjxIk6fPg2JRIKzZ8/ixIkTePr0qbCOlZUV7O3t0bRpUzg7O8Pa2hoNGzYUEipPnz6Frq4u9u3bBz09PTx69Ai6urpSZcTHx6Np06aws7NDvXr14OXlhQYNGpTqvsrqp59+gqOjI1xdXTF69Gj8/vvvwjJfX1/07dsX9erVQ4MGDTB16lT8/fffwo+GjRs3onv37ujXrx9sbGywbNmyPEmKL1FWVoahoSH09PQAfBwyIae1Qo4NGzagQYMGmD59OurVq4fp06ejQYMGUq2fvubvv//G+fPnsWfPHrRu3Rr16tXDsGHD0LlzZ6n1Jk+eDGdnZ3zzzTdo166dXH40f/PNN4iMjMTGjRvzHbtJV1cXhoaGnx3s+9dff0Xz5s2xePFi1K9fH40aNcKqVauk1lFSUoK/vz/q1q2LadOm4e3bt0KrulatWsHU1BQ7d+4E8PGH3o4dOzBkyJAC7UdISAi0tLSgqqqKxo0bw9vbW2oMtRUrVqBjx44wNzdHu3bt0L9/f6E1pizHRVpaGtLS0uDm5obatWvDwcEBM2bMyJN0d3d3R7du3WBjYwMvL68CvaeVK1fGunXr0KZNG5iZmaFbt27o1KmTVKvRIUOGSI3BtG3bNrRs2RK1a9cWnjMwMIC+vr7Mr1tWvX79GlpaWtDQ0ICRkRF0dXWF1qOZmZlYtGgRVqxYgXbt2sHCwgILFiyAkpISjhz5fGOJ3I4dO4akpCSsWrUK1tbW8Pb2zpNsqVSpEgwNDVG1atVC70fOed3R0REtW7aEra0tLC0ty1xDjC9JTU1FdnY2dHV1hfNWlSpVULlyZalr0Zc8ffoUKioqqFq1Kho2bAhfX1/o6uoiOzsbz549AwA0bdoU27dvx7Fjx7Bo0SIcP34cvXr1ylNW8+bNoaqqii5dumDZsmXw8PAo1v0tabLURUGtX78eaWlpGDFihPDcggULYGRklG8d5mfmzJlo3LhxhZkYUGGSZOnp6QAALa28rcgAQGxkjD92HcCkqT98sZyc7XPfaXBxcYFEIsnzKEtjTW3YsAFRUVFYunQpZyYpY3r37o1vvvkGEyZMKNWuPPKWmZmJCRMmoF27dqU+1g99mUgkwtKlSxEVFSX1I5RIkbRt2xZRUVE4efIklJSUMHHixFJ9/e7du8PX1xdubm6oVKkShg0bhv79+0tdw3N+ZKupqUn9/9MZv7W1tWFqagpVVdU8rzN69GgsXboULi4umDlzptAipizK3d3MxsYG9+7dE/6OiopC165dUatWLVSpUgW9e/eGRCIRxsy6d+8e6tevL6xvZWWFSpUqFWt8d+/ehZ2dndRzDg4OUt3mvubGjRtCS4gvsbCwEP5frVq1Qv84KgplZWW4ublh586d6NGjR4G3v3HjBlq1avXFdWrWrCkctzktFHLva+7Ez9mzZ/H06dMCf6do3bo1oqOjERUVhe3bt2PTpk1S3+GDg4PRvHlzGBgYQEtLCytXrhR+V8iiRo0a8PT0hKenJ3r06IFff/0VDx48yLNeUd/TgIAAODk5Cd10Dx06JBXn4MGDER0djZs3bwL42H05dyuyikRDQ0Po5XP8+HG8ePFCGI/533//RUZGBnr27Ck1G3VycjLi4uJkKv/ff/+FkZGRVAsbGxubYt8PWc/x5YW+vj5q1SrYuOCfMjExyTeR26lTJ3Tv3h12dnbw8PDA5s2bcerUKcTGxkqtt2vXLly+fBkLFy7EzJkzcenSpSLFUxLOnj0rdWyePXs23/U+VxcFcebMGUyZMkUYzgAArly5gtWrV2P16tUylbFo0SKEhoZi9+7dFWZokYqxFzLIGe8hPf3zzWi/6eAGdQ2NL5aTs32VfLpsllXPnj3DDz/8AC8vLzRp0kTe4dAnRCIRVq1ahQcPHuC3336TdzilZtGiRXj06BFWrVrFxG0Z1LRpUwwZMgQzZ86Uy48vInnT1NRE3bp10a5dO+zcuRO7d+8u9dY6v/zyC16/fo0HDx7g9u3bUFVVhbGx8Ve3yxlPUE9PDykpKWjfvj0iIyOhr6+PlJQUodULAHh7e+Pu3bsYOHAgYmNj0bRpU6FlTlmXc+14/fo1OnbsCA0NDezevRtRUVFYs2YNABSotVhp+PR6V9j4Pm19La8xJH18fLBp06YS62KTXyvz3Ps6ePBgXL58GXfu3MG2bdvQo0ePAn9H19DQgIWFBerXr4++ffti4sSJ+PXXXwF87DLap08fuLm54fjx44iOjsawYcMK/L7t3r0bZ86cQYsWLbB7927Y2trmSZ5+6T392nGza9cuTJo0CSNGjEBoaCiio6Ph6uoqtZ6pqSlcXFywZcsWXLhwodhmbyyLRCIRLCwsUK9ePXTo0AHLly9HUFAQkpKShHUOHz4sJNKio6Nx+/btAg8mX9QYPyXrcVWexoytUaMGlJSUkJKSghkzZmDfvn149eoV3r17J3Ut+hI9PT18+PABaWlpOHjwIKZNm4aUlBQoKSl9titgTg+vTxPSJiYmsLOzg4+PD7p161Ymh7xxdnaWOjadnf/XE64wdfE54eHhcHd3x9q1a6XGdzxz5gyePn0KU1NTqKmpwdLSEgDQokWLPBNgrFmzBosWLcKJEydgampahL0uWxQmSVa5cmUYGRnhalTRpma+GhUJY2PjYr/7WJJmzZqF9+/fC+MnUNljbW0NHx8fLFiwAPHx8fIOp8Tdv38fCxcuhI+PD6ysrOQdDn3GL7/8gnfv3mHWrFnyDoVIrpSVlQFAaJVUmlRUVGBsbIzs7GwEBwcXaMgEJycnhIWFCX+/ePEC165dk/rCDXz88TxixAgcOHAAnTp1wsGDB4sr/GKVe0KBmJgYoeXNrVu3kJKSgl9//RVNmzaFhYVFnm48FhYWUi0Kbt++Xaix13LGzPrw4UOeZXXq1MkzwP7Vq1elWghVrVpVqnXPo0ePpNa3tbXFf//9J3OLFnmztLRE//79C7Wtra1tkQd5NjU1RZs2bbBx40bs2bOnWFpGqaurCz1GwsLCYGJiglmzZsHBwQEWFhb5dnX70nGRw8nJCVOmTMHFixehrKxcoJlqv3bcnDt3Ds2aNcPYsWNha2uLOnXq5Dt5gZeXF7Zv346tW7eiW7dunx0vrqLJmaUyPT0ddevWhZqaGhITE2FhYSH1+DTJoKWllW+rrbp16+K///6Tuol448aNAsWU0w3zS+9rRaCqqgobGxupa9GZM2egrKwsJLJypKenIz4+Pk9LzQYNGkBJSSlPGXZ2dvm2kAY+XheAj5OlfI6ysrJcrutfo66uLnVc5p5ltSB1kZKSgvj4+HzPS1FRUXBzc4O/vz8GDBggtWzIkCGIiYkRknQ5QwJt374dPj4+wnobN27Ejz/+iGPHjuWZWKS8U5gkGQAMGzYM+3ZvR3oBBmrNLf3VK+zbvR3Dhg0r5shKTkhICNasWYOffvoJBgYG8g6HvmDWrFmoUaMGJk2aJO9QStykSZOgq6uLH3/8Ud6h0BcYGhpi3rx5WLNmDQfxJ4WRnp6OCRMmIDQ0FPHx8bh06RK8vLxgYmKSJ7lU0gICAhAbG4vY2FgMHjwYr169kvqC+jXDhw9HVFQUfvnlF8TExGDUqFEwNjaGm5ubsI6Pjw+OHTuG+/fv4++//8bly5fzdBksK+bMmSN0n1q3bh2GDx8OAKhVqxZUVVURGBiI+/fvIzg4OE83kZwk4I4dOxAbG4tJkyYVqltITpe7/fv34+XLl1LDJOSu7zt37uCXX35BVFSU1DgvTk5OOHz4MDIyMpCYmJhnsO+2bduiefPm6N27N86cOYO7d+8iKChI5rGSyoqMjAwkJSUhKSlJGBQ6KSlJKnk5bdo0hIWFYerUqbh58yaioqKEmf0KwsvLC0uWLIGqqirat29f4O3fvn2LpKQkPHr0CCdOnMDKlSuFyYTq1auHx48fY+/evbh37x4WLVqUb2LvS8fFw4cPMX36dFy4cAEPHjzA5s2b8fLlywJ9zpycnPDw4UOEh4cjOztbaobUnDijoqJw+vRp3LlzBz4+Pvkm8zw8PJCamorAwEAMHDhQall6ejqSkpKEiRCePXuGpKSkctmaXCKRICkpCYmJiYiMjMT06dNhYWGB2rVrQ01NDVOnToWvry/27NmDuLg4hIaGYuzYsXkSXU5OTrh06RIuXLiApKQkYYxDV1dXGBoaYty4cbh58yZWr16dZ3bMnPrLGdA85/OQkwCqW7cutLW1hRlwd+zYUa7GGiuI0aNHIyAgAIcOHUJkZCS+//57eHp6okaNGlLrBQcHw9zcXJi1NYeenh569uyJ77//HpGRkTh06BACAgIwduxYYZ3Jkyfj9OnTwrVs6NChaN++PaytrQEAmzZtwu+//47r16/j3r17CAwMxObNm9GzZ8+Sr4BiJEtd5JgyZQrMzc3x+PFjqedv3LiBDh06YNy4cejSpYtwbL548QLAx+7eVlZWwiOn+7+pqanQ+m/btm3w9vbGpk2bYGxsLJRRXrsCf0qhkmSjRo3Cm9evsT94x9dXzse+PduRmZGR7/TUZdHjx48xaNAgfPvttxg/fry8w6Gv0NLSwtKlS3Hw4ME8F4eKJDg4GIcOHcLSpUvzTHtPZc/48ePh5uaGgQMHIiEhQd7hEJU4FRUVJCQkYODAgbC0tIS7uzuqVKmCEydOlPo568SJE8Kg/ImJifj777+/eFf8Uw4ODtixYwc2bNiAhg0b4tGjRzh8+LDU3easrCyMGzcO1tbWGDhwIPr374+pU6eWwN4U3aBBg+Dm5oZevXph4MCBwvcxPT09/PHHH9i5cyfq16+PVatW5elC4+bmhjlz5mD8+PFo2bIlOnToUKihM5SVlREQEIDdu3ejWrVqUnf4bWxssHXrVmzcuBE2NjbYuHEjtm/fLtVievbs2ULvht69e6Nv3755XmP//v2wsbFBz5494eDggI0bNxZ5HJ/StmvXLojFYojFYrx8+RKTJk2CWCxGo0aNhHXq16+PkJAQnDt3Dg0bNkSnTp0KNTarh4cHKlWqhN69ewutPgvi5MmTEIvFqFOnDkaNGoXu3btj+fLlAICuXbti6tSpGDNmDBwdHREbG5tvIu9Lx4WGhgZu376Nnj17wtLSEr/99hvWrVuH5s2byxxjy5YtMXHiRLi6usLS0jJPC5zRo0ejV69e6NmzJ5o1awZlZeV8x2bT1NSEh4cHtLW10bFjR6ll/v7+EIvFQtcqDw8PiMXicpdEAIA3b95ALBajZs2acHd3h46ODv766y8hMT5nzhx89913+P7772FlZYUhQ4YgMzMzz/hOAwcORK9evdCxY0eIxWJhIoRKlSohODgYN27cgKOjI44fP45+/fpJnVt79uwJsViMoUOHAoDwechJcGpoaGDNmjVYtmwZjIyMcOHCBakZCyuS7777DpMmTcLw4cPRpk0b2NnZISAgoEBlrF+/Hra2tmjTpg2GDx8OHx8fjB49Wlj+6NEj9O3bF5aWlhgyZIjQtTmHpqYmAgIChAkQli1bhkWLFmHChAnFtp+l5Wt18TXBwcFITU3FvHnzhONSLBYXaOzVwMBAZGRkoHv37lJl7Nq1qzC7VOaIJOWpU/Mn7t+/L8zIEhcXJ9N0zx4eHgg7fwEHj5+BcU3Zv3AkPH4I9w6t0KplizKVwMiZvQX4eAdIU1MTwMfm3m3btkV8fDyioqKgq6srzzBJRhKJBL1798bRo0dx7ty5PF+Citvnjp+ScuXKFbRq1QqdO3fGrl27OBZZOZGSkoIGDRqgdu3aOH36tDBuSmkfP0VVEvEW5jqkSDIzM3H//n2Ym5vnmclNypUrgJMTOnT/Fdd1a39+va+wS4nDiQPTgMuXgYYNC11OcfLy8oKZmRn8/PzkHYrcsS7Klvj4eJibm5er8Y3y8+jRI5iZmSE8PDzPDIOUV8eOHWFpaYmVK1fKO5QvKm/ni27dusHAwADr16+XdygloqKcL0qLi4sLvLy84OXlJe9QKBdZv5cqVEsyAFi9ejXU1VQxsFcXJDyWrUlrwuOHGNirCzTU1WSe5UGeJBIJfH19ceHCBezcuZMJsnJEJBLhjz/+QP369dG1a1f8999/8g6p2CQkJKBr166wsbFBUFAQE2TliK6uLnbu3Inz589jypQp/IJERERy9/79eyQmJmL69Olo0KABE2Rf8fz5c+zduxenTp3CyJEj5R1OuRcUFIS//voLcXFx2Lp1K44ePZpnbCciKp/yThlTwRkaGuLYsWNwdXVFt46tMWHKDPT07A+tfJrcp796hX17tmP5bwugoa6G48ePl4txvebOnYsVK1Zg9erVFbbZbkWmoaGBQ4cOoXHjxujatSv+/vvvcj+w6suXL9G1a1coKSnh4MGD0PjKLLJU9rRs2RIrVqzAuHHjUK1aNcyZM0feIVEFVDetaF16i7o9KaZt27Z9sauKioqKMK4QlR1hYWFo27YtrKysKkwXn5Lk6OiI58+fY9GiRbC3t5d3OOVeamoqZs2ahadPn8LMzAzr169HmzZt5B0WERUDhUuSAR8Ht7x48SLGjRuHWd9PwgK/mejZuz8cHJ2hpVUF6emvcDUqEvt2b0fGmzfo0aMHVq9eXS4SZIsXL8bcuXOxcOFCfPfdd/IOhwpJLBbjyJEjaN26Ndzd3XHkyJEy35Xtc16/fg13d3fcv38f//zzD8RisbxDokL67rvv8OLFC8ycORNVqlQp0PgHRF+kq4ssdXWsCV1R5KKy1NWhXIZaUHfv3l2YxUzRldW6cHd3R5MmTT67vKK2fK5atWq5vuHh4uLCls0FUN5mTy+r54scvr6+8PX1lXcYpaa8ny9Km5eXFxo0aCDvMKiQFG5Msk89evQIgYGB2Lhxo9Sg1MoqKpji6wtvb2/UrFmz2GIubrnH2FmyZAl8fHwwY8YMLFiwQM6RUXEICwuDq6sr7OzscPjw4TyzwBRVSY8plZqaii5duuD69es4duwYWzZWEDNmzMAvv/winHMAjkkGcEyy/Mg8JhkAPHwIpKQU/UV1dYFyNsg5EREREZUsWb+XKnySLLd3794hOTlZmEGovP3oA4BJkyZhyZIlFfaupyKKiIjAt99+Cz09PRw7dgwmJibFVnZJJskePnwIV1dXpKam4ujRo3B2di62skm+JBIJfHx8sGzZMuG58na+ZJKsdBQoSUZEREREVEI4cH8hVK5cGdWrV5d3GIW2cOFCJsgqoEaNGiEsLAwZGRlo2rQpzpw5I++QvurMmTNo1qwZMjMzERYWxgRZBSMSibBkyRK2WCUiIiIiogqFSbIKZPz48UyQVVD16tXD+fPnYWFhgbZt2+Knn35CVlaWvMPKIysrCz/99BPatm2LunXr4vz586hbt668w6ISIBKJMGHCBHmHQUREREREVGyYJCMqJ8RiMU6fPo1Zs2bBz88P33zzDWJjY+UdliA2NhbffPMN5s6di1mzZuHUqVMcpJ+IiIiIiIjKDSbJiMoRZWVl+Pn54fTp00hISICDgwOmTJmCly9fyi2mly9fwtfXFw4ODkhISMCpU6fg5+cHZWVlucVEREREREREVFBMkhGVQy4uLrhx4wbmzp2LgIAA1K1bFwsXLsTz589LLYbnz59j4cKFqFu3LtauXYu5c+fixo0bcHFxKbUYiIiIiIiIiIoLk2RE5ZSamhpmzpyJW7duwd3dHX5+fqhVqxZ8fHxw8+bNEnvd2NhY+Pj4oFatWpg7dy66deuGW7duYebMmZy9jojoE15eXvDz85N3GGVCcdZF9+7d4eXlVeDt0tLSIBKJEBoaKvV8fHw8RCIRIiMjP7uti4sLvL29P7vcz88PIpEIIpEItra2BY6ttOXsc0mrWrUqgoKCCrydn59fuajH4mBmZgZ/f395hwHg85+R0ibPc6eXl5fwWe7SpUuRyjpw4ECFGDO6tM4XFYWLi0uhzntUNjBJRlTOmZiYIDAwEA8ePMCECRMQFBSE+vXrw87ODvPmzcPVq1eLNMh/VlYWrl69innz5sHOzg42NjYICgrChAkTEB8fj/Xr18PExKQY94iIqOyYOHEiRCIRgoODS/21t2zZAhsbG6irq8PCwgIbN24s0PaZmZkYOnQo6tevDyUlpS8meBSFjo4OEhMT0bx582Ive8qUKUhMTISvr2+xl12WBAUFQSQSwdPTU3guLCzss8nBO3fuoE+fPqUZosxyJ0NUVVVhZWWFFStWFLgcWZKs5UVJfkZKQ87xKRKJoKysDBMTE3h7e+PNmzcyl7F8+XIkJiaid+/eRY7Hzc0NiYmJRS6nPJNIJJg1axb09fWhpaWFfv364cWLFwUqw8zMTHhfcx65E7nv3r2Dr68vjI2NoampCWdnZ4SEhAjLcz6jnz7KotDQUNjb20NVVRX29vY4c+ZMgbbPfcMm55H7ptLt/2vv7uNqvB//gb/qRHVKZbo7SEW6oVhqIyLmJrdp5WaZmyZDNhvlptlMn99sSO63JXxoQ4QNwzQpHhStojbkZislVhRZbop0+v3h2/XpOMU5SnWc1/Px6PGoc13X+7yvq+u6znVe1/v9vi5fRr9+/WBqagqxWIwuXbpg27ZttZbn7e392pzfFKXV2BWoi8rKSuH3hw8f4sGDB3Uus3oZ1csnaurMzc3x9ddfY+HChThy5Ah27dqFsLAwfPnll2jRogXefvtt9OjRAx06dICFhQXatm0LsVgsLH/79m3k5eXh+vXryMvLQ1ZWFpKTk5GSkoJ79+5BX18fI0eOxNdff41Bgwax1RipnOrn9Pr4vAAgc9HNz4zXT1xcHP74449Gee+TJ0/C398fERERGDBgABISEjB16lRYWlqif//+CpVRUVGB5s2bY86cOVi3bt0rrrFq0NDQgLm5+SspW19fX/h53enq6iIlJQUPHjyAnp4eYmJiar1hZmpq2sC1U86AAQOwdetWlJeXIzU1Fe+//z4sLCzw7rvvNnbVGsWrPEYailgsRlZWFqRSKXJycjB58mR89tlnWLNmjULLGxoawtDQELq6unW+XtDW1lb57VlX33//PVatWoXo6Gi0bt0akyZNwvTp07Fjxw6lyvnyyy8RGBgo/P3GG28Ivy9duhRbt27Fzp07YWVlhY0bN8Lb2xt///032rZtK8wXGxuLrl271n2lXpGbN29ixIgRmDx5Mnbu3InIyEiMGDECf//9N0xMTBQux87OTiZE1NXVFX7X0tLC+PHj8dZbb8HAwADx8fGYPHkyzM3NMWDAAJlyNm3a1KDD+TQVKt2SrLS0VPjd0dFR5uLkZX/MzMyEMpW540DUVOjo6MDLywvbtm3DrVu3cPz4cSxYsAB6enrYvHkzJk+ejIEDB8LBwQGWlpbCcpaWlnBwcMDAgQMxefJkbN68GXp6eliwYAGOHz+OW7duYdu2bfDy8mJARiqp+jndzMysXj4zqreaqP6ZRKrvzp07mDFjBjZu3Ngo73/w4EG4urpi6tSpaN++PaZMmQJPT0+hPlFRUejatSu6d++Otm3bYv369TAxMUH37t2Fh7no6ekhMjISkydPhqGhYY3vk5OTg2HDhsHIyAgGBgbo1asXLly40GDrqagDBw6gQ4cOEIvFmDBhAh4/fiw3j7+/P4YPH47IyEhYWFhAV1cXfn5+wnQtLa0aWyBUFx8fL7yPn5+f3Bfku3fvYtiwYdDR0YGTkxOSk5OVWo/S0lJ88sknMDMzg6GhIYYNG4acnBylymgKNDU14enpiYMHD0IqlWL//v3w9vaWmcfGxkbY3rV1O4qPj0fPnj2hq6sLc3NzTJ06VW6e8PBwmJiYwNzcXOZ4nDJlCoYOHSoz77lz56CpqYmrV68qvC5VIYaFhQV8fHzk/q/z58+Hra0tdHR0IJFIEBwcjPLycgD/a51ibW0NAHjrrbdqbKGSkJAAV1dXiMVimJiYwMvLS24fvnPnDoYPHw6xWAxXV1f8/fffwrSaup5Wb+FaUVGBgIAAWFtbQ1tbG1ZWVliyZIkwb2JiIrS0tORaNLm4uMh0aVTkGFEFVUFf69at0bNnT3h5ecn8TysqKvCf//wHFhYW0NfXR58+fZS+IZKamoouXbpAV1cXI0aMQEBAgMy4vImJic9tsXT8+HFoaGigqKhIeK16l+7Q0FB4eHjA1tYWDg4OWLNmjXDOqEsPkcYQGRmJwMBAeHl5wdXVFWFhYdi9ezdu376tVDktWrSAubm58NO8eXNh2u+//45hw4bhnXfeQfv27fHFF1/g0aNHcp9nrVq1kimjqdm+fTvEYjFWrVqFTp06YdWqVdDR0cH27duVKkdLS0tmPatfA3To0AEBAQHo0qULrKysEBAQACcnJyQkJMiUkZWVhaVLl2LVqlX1sm6qRKVDMiJ6Pl1dXXh4eCAkJAT79+/HP//8g7KyMmRnZ+PEiRMyJ9zt27fjxIkTyM7ORllZGf755x/s378fISEh8PDwkLkDQURUFytXrkTbtm1f+OPl5SW3rJeXl0LLrly5sk51nD59OqZNm4aOHTvWqZyX9fjxY5kvAMDTmyDp6enC37m5udi4cSNsbGwQHh6OEydOoLi4GL/++qvC7zNz5kzcu3cPJ0+eRFpaGj788EMhAGgqCgsLMXbsWIwZMwbp6emQSCQ4cuRIjfNmZGRg3759+Pnnn3HmzBmZVnc3btzA5cuXn/te69evxw8//ID4+Hj8/vvvcmMi7dy5EwMHDsQff/yBt99+G76+vjUGdrUJDAxESkoK9u3bh9TUVJiamsLLy0vlvvQCwOjRoxETE4OTJ0/CwcFBplUHACQnJyM/Px8GBgY1Lp+ZmYnBgwfDzc0NZ86cwYEDB+T2+ezsbOTm5uLUqVPw9/fHzJkzhVBh0qRJiIuLw61bt4T5t2/fjt69ewuhlbLS0tKQmZmJbt26Ca+Vlpbi22+/xcWLF7Ft2zZER0dj6dKlAJ4OeZGfn4+UlBQAT1up5Ofny4RRFRUV8PX1hZubG86fP4+jR4/Czc0NUqlU5r03bdqEDz/8EKmpqSgvL0dISIjC9a6oqICWlhaioqJw+fJlrFmzBosXL8bWrVsBAO7u7rCyspJpuXPp0iWkp6dj4sSJwmuKHCOqJj8/H0eOHJH5n3711VeIjo5GVFQUMjIy4O7uDk9PT9y7d0+hMsvLy+Hr6wtHR0ecPXsWnp6ewrau0r17d+Tn52PLli0vXfcbN25g//79kEql2L17N5KSknDq1Cmkpqa+dJkNrSqo6tWrl/Banz59UFFRIfN5pogVK1bA2NgYrq6ucsF77969cfLkSeTl5aGyshI7duyAiYkJ3nrrLZn5fHx8YGZmhv79+yt9k6MhnDlzBm5ubtDUfBrTaGpqwt3dXemujtnZ2WjdujU6dOiAwMBA3L17t8b5KisrERcXh4sXL8LFxUV4vaKiAhMmTMDSpUvlzu3qQKW7W7Zq1Ur4PSsrS6YV2MuqrKwUWhsYGxvXuTyipkZbWxvW1tawtraWuUM+cuRI6OnpNWLNiF4tY2Nj3Lx5E8DTrhj1MRbFzZs30aFDBwCyn0n0fCUlJbhx48YL56up+1ZhYaFCy1a1pnoZW7duRW5urtJdQeqTh4cHvv32WyQkJKBfv35ITExEXFwctLT+d+lmb2+PLl26oEePHsjJyYGDgwO6deuGa9euKfw+OTk5GDJkCJycnAAAtra29b4udbVjxw4YGhri66+/hqamJpYsWVLr+Cn37t3Dzp07hbvmnTp1EqaZmZlBW1v7ue81Z84cuLu7AwBCQkIQEhKC5cuXC9OdnZ0xa9YsAMCqVauwfft2xMbG1hjoPisnJwc//vgjLl68CDs7OwDAd999hxYtWiA1NRU9evR4YRlNyTvvvIOAgABs3rwZY8aMkdvvqq6jazvXLlu2DD179sSKFSuE1579QqupqYnw8HBoa2tj/vz5WLZsGc6dO4d+/fqhd+/esLS0xM6dO/HJJ58IX4wXLVqk1HrExsZCX18f5eXlKC8vx7x582TGUKs+Rpm1tTXGjRuHw4cPY+HChRCJRDA3N0dZWRmA/7VSqe7u3bu4e/cuhgwZgvbt2wNAjd29vLy8MHLkSABPW0WuXr1a4XVo3rw5IiMjhb+trKwwePBgHD58GBMmTADwNFTctm0bgoKCADwNFN3d3YU6AYodI6rgwYMH0NfXh1QqRWlpKfr37y/sZ2VlZQgLC8PevXuFEP2bb75BVFQUDh06hPfee++F5f/2228oKCjAt99+izfeeAMODg5yLX2aNWsGc3NzGBkZvfR6uLq6wsHBAc7OzrCysoKjoyPs7Oxw7do1lTlf3L59G1KpFMbGxpg9e7ZwQ6Z58+YoLCxUuJygoCB069YNenp6OHjwIAICAiASiYT9e/78+SgpKYGlpSVEIhGMjY0RGxsrBDz6+vpYt24d3Nzc8OjRI6xduxb9+vXDuXPnYGNj80rW/WUUFhaiXbt2+P333zFkyBDExsbC2NhYqRbHPXr0QHR0NDp06IArV65g3rx5+Ouvv3D06FGZ+Xr27Im0tDRoaGhg3bp18PX1FaZ98803aN26NUaNGqWSrZ3rSqVDsqqEFXi649fXF3x1GEuCiEjdaGpq1vvYONU/L6p/JtHzGRgYoE2bNi+cr6bxN0xMTBRatrbWKy+Sl5eH4OBgHDt2DCKR6KXKqA/e3t4IDg7GkCFDUFFRIXw53717tzBPVdd3HR0dmd+V6fo7bdo0zJ49GykpKejZsye8vb3x9ttv1+/K1FFWVhbs7e2FY0wkEsmEX9U5OTnV2rVUEdW7tHXu3BnFxcUoLi5Gy5Yt5aYbGBjAwsICWVlZCpV97tw5VFZWytytBwCpVIrs7GyV+dJbRSQSYciQIYiKisLq1asVHu+pyvnz5zFkyJDnztO2bVshtKn6H9y5c0eYXhX8fPLJJzh58iQKCwtlHiigiD59+mDDhg14/Pgx/vzzT3z66aewt7cXBrres2cPVq5ciaysLDx48ACPHz+Gvb29wuW3atUKo0ePxujRozFo0CD06NED7733nsyQFwBkvqi3bNlSZj0VERERgU2bNiE3NxdlZWV49OiRzPadOHEiFi1ahIsXL8LBwQHR0dH47LPPlHoPVSEWi5GRkQGpVIrc3FwsWLAAH330EbZs2YK//voLpaWl8PHxkQlwS0tLkZ2drVD5f/31F1q3bi3TwqZz584yXWTrQ32c45sSU1NTtGvX7qWW/eSTT4TfnZ2dce3aNaxbt04IyXbv3o2YmBjs378f7dq1w44dO+Dl5YXU1FRIJBIYGxvLPLyme/fu6Ny5MzZs2ICwsLC6rdgrIBaLYWlp+VL5xuDBg4XfnZycYG5uDnd3d2RmZsp8dsbExODu3buIi4vDggULhCEczp49i++++67RxmRtClQ6JCMiIiLVExQUJLRmUNYvv/xSz7WRdebMGRQVFckFGePGjcPPP/+M6OjoV/r+1S1duhSLFy/GzZs3IZFIMHv2bIUCQmUeIvHxxx9jxIgRiIuLw8GDB7F06VJER0cr1JqiKapLq43avKjVqTKtUjU1NZGWlibTIhBAvfSGaAxBQUHw8PAQAqz69ux2AmT374kTJyI0NBRXrlzB9u3b8e6776JFixZKvYdYLBYCqk6dOiE7OxvLli2Dv78/kpOTMXbsWISGhsLLywt6enoIDw9HYmKiUu+xa9cunDlzBseOHcOOHTuwePFipKenywRjz65r9fV8dh97tqtmTEwMZs2ahdWrV6N3797Q0dHBrFmzZOaztLRE3759sXXrVowYMaLent7YFGloaAjb1tbWFnp6eujVq5fMOG0HDx6Ua63ckN3KajpvPPt/rY0qPSioVatW0NTURFFRkRDK3rt3D48fP1ZqIPpnOTs7y1wPzJs3D3PnzsWIESMAPG2tuW/fPkRFRdUYBotEInTp0gW5ubkvXYdXwcTEBEVFRXBychK6oxYVFdV5WwFPh2ioHpJZWFjAwsICTk5OuHDhAv7f//t/OHToEE6cOIHCwkIhyK/a33r16oWgoCCZ4+h1xdveRERERP9nwIAByMzMREZGhvADPB08PDw8vMHro6WlhTZt2kAqlWLPnj0yA0PXF0tLS0yZMgX79u3D4MGDsX///np/j7qwsbHBpUuXhC+QUqkUFy9efCXvVX2Q5wsXLqBVq1YywVv16SUlJcjLy5PrqqOvr19jSw9HR0dUVlbizp07sLGxkflRNthpKuzs7DBu3LiXWtbR0VHpsOlZlpaW8PDwwObNm7F7926Z8bVelq6urjA2VVJSEiwsLLBw4UJ07doVNjY2NXZnrhpL7cmTJ7WW6+Ligjlz5iA5ORkikQjx8fEK18nIyAj3798X/s7Ly5OZnpiYCDc3NwQGBsLR0REdOnSo8eEF/v7+iI6OxrZt2zBy5MiXbnGraqrG1b1//z46duwIHR0d5Ofnyx2Hz4ZktR3LHTt2xD///CPT2u/8+fNK1anqvPK8/+vrQFtbG507d0ZSUpLw2okTJyASiYTwpsr9+/eRk5Mjs01qc+nSJVhZWQl/FxcXywWPIpHoua3uni2jKXBxccHp06dlPu+SkpLg6uoqN29OTg4KCgpeWOalS5cA4LnrKhKJhGF4Jk2ahAsXLgjXQFXjnEZHR7/0DU5Vw5CMiIiI6P/o6+vD3t5e5gcAWrdujdatWzdoXSIiIpCZmYnMzExMnDgR9+7dU/oCtSrwu3//PoqKipCRkSHTJSgoKAi//fYbrl69imPHjuHMmTPC+GRNhZ+fH0pKSvD555/jypUrWLBggTC+oKLu37+PgoICYZD3O3fuoKCgQK5L24oVK3Dq1CkkJydj6dKlCAgIkJl+9uxZrF27FpcvX8bs2bNhYmICT09PmXlcXFxw9epVHDp0CAUFBcJYt9bW1hg/fjw++OADxMbGIjs7G7GxsXj//fdRXFys7GZp0kpLS1FQUICCggJUVlbi33//RUFBgcwYRPPnz0dSUhLmzp2LixcvIj09XaY7lKL8/f2xcuVKaGtrY8CAAUov/+jRIxQUFCAvLw9xcXFYt26d8D+1tbXF9evX8dNPPyErKwthYWE1BntVT0zeu3cvSkpKhDHKAODatWsICQnB6dOnkZubix9//BElJSVKHWcuLi64du0aUlJSIJVK5QJ7W1tbpKenIyEhAVeuXEFQUFCNYZ6vry9u376NjRs3Yvz48TLTFD1GVEFlZSUKCgqQn5+PtLQ0hISEwMbGBu3bt4eOjg7mzp2L4OBg7N69G9nZ2Th+/DgCAwPlgi4XFxf8/vvvOH36NAoKCvDo0SMAgKenJ8zNzfHRRx/h4sWLNXZNq9p+VQOmVx0PVQFQx44dYWBgIHSh37Fjh1LjSaqSadOmISIiAr/88gvS0tIwb948jB49Wm4s1z179sDa2lp4amuVU6dOITw8HOnp6cjKykJERAQiIyMxc+ZMYZ7Bgwdj+fLlSEhIQHZ2NpYsWYJLly4JXY63bNmCbdu24dKlS7hw4QJmzpyJv//+G1OmTHn1G0AJ48aNw8OHDzF79mxkZmZi9uzZKC0txfvvvy83r7W1dY2tvmfPno2EhAThc/2DDz7AgAED4ODgAODptvjvf/+Lc+fOISsrCxs3bsSPP/4IHx8fAE+7e1e/Bqoae9fS0rJOLdpUCUMyIiIioiYoLi4OPXr0gKurK/Lz83Hs2DGl73oPHToUzs7OOHPmDGJiYuDs7CzzpaCiogIfffQRHBwcMH78eIwbNw5z586t5zWpG2NjY+zatQu7du1C165dcf36dblg6kXCw8MhkUiEAfN9fX0hkUiELwVVpk6divfffx/vvPMO3Nzc5AaB9/PzQ2xsLLp27YrU1FT89NNPaNasmcw8/fr1w5w5czBhwgRIJBJs2LBBmLZ+/XoMHToUkydPhoODA2bOnImWLVu+dk+QjomJgUQigUQiQUlJCWbNmgWJRCIzMH+nTp0QGxuLxMREdOvWDYMHD5YJlxTl6+uLZs2aYcyYMS81juDRo0chkUjQoUMHTJ06Fd7e3sL4aiNGjMDcuXMxffp0ODs7IzMzs8YgTyQSISIiArt27ZL7f4rFYly+fBk+Pj6ws7PD8uXLERkZiZ49eypcR3d3d3z66afw9PSEnZ2dXAucadOmYdSoUfDx8YGbmxtEIlGNY7Pp6enB19cXBgYGGDRokMw0RY8RVfDw4UNIJBLhKcmGhoY4fPiwMK7hokWLMGPGDMybNw/29vaYNGkSysrK5MYtHT9+PEaNGoVBgwZBIpHg8OHDAJ4Oyr9nzx6cP38ezs7OOHLkCPz8/GQeeuDj4wOJRIIPPvgAAITjoSrgFIvF+P7777F69Wq0bt0ap0+flnkC5OtkxowZmDVrFgICAuDh4QEnJydEREQovLyOjg6io6PRp08fODo6Yv369diwYYNM0Lt+/XoMHDgQ48ePh5OTE3bt2oWdO3fCzc0NwNPuraGhoXB2dkavXr1w/vx5xMfHN9oTrGtjbm6OAwcOICEhAc7Ozjh27BgOHDigVDiVl5eH9957D3Z2dpg0aRJ69eqFXbt2CdP19PQQEREBd3d3ODo6YvXq1QgLC5MZ903daVSqUqfmZ9y6dUsYw+HmzZv1PiCzKqh6egvw9A4Qn05IyuD+Q3XB/YefQy9SVlaGq1evwtraWhh0WN34+/vDysoKoaGhjV2VRsdt0bTk5OTA2tpapcY3qkleXh6srKyQkpIiN5YgyRs0aBDs7Oywbt26xq7Kc6na+WLkyJEwMzOTCcVfJ6/L+aKh9O3bF/7+/sIDQKhpUPS6lAP3ExERERGRSikvL0dRURFCQkLw5ptvMiB7geLiYiQkJCA+Pr5Rxld83URFRcHMzAx2dnY4deoUfv31Vxw9erSxq0VE9YAhGRERERERqZSkpCT069cP9vb2iImJaezqNHnOzs4oLi5GWFgYunTp0tjVUXm3b9/GwoULUVhYCCsrK2zYsAEeHh6NXS0iqgcMyYiIiIheEW9vb5mnI6ozboumxcjISG7MNVXSt29fdv1SQk5OTmNXQSlN/XwRHByM4ODgxq5Gg1H180VD8/f3x5tvvtnY1aCXxDHJVBzHBKK64P5DdcH9h59DL8IxyYiIiIioKVD0upRPtyQiIiIiIiIiIrXHkIyIiIiIiIiIiNQeQzIiIiIiIiIiIlJ7DMmIiIiIiIiIiEjtMSQjIiIiIiIiIiK1x5CMiIiI6BXx9/dHaGhoY1ejSajPbeHt7Q1/f3+ll7t79y40NDRw/PhxmddzcnKgoaGBtLS0Wpft27cvPv7441qnh4aGQkNDAxoaGnB0dFS6bg2tap1fNSMjI0RFRSm9XGhoqEpsx/pgZWWF8PDwxq4GgNqPkYbWmOdOf39/4VgePnx4ncrat29fgxxnr1pDnS9eF3379n2p8x41DQzJiIiIiKqp/gWp6qcxvqxt3boVnTt3hq6uLmxsbLB582allt+7dy/69OmDli1bomXLlhg8eDD+/PPPV1Rb1WBoaIj8/Hz07Nmz3sueM2cO8vPzERwcXO9lNyVRUVHQ0NDA6NGjhdeSkpJqDQevXLmCsWPHNmQVFVb9WNfW1oa9vT3Wrl2rdDmKhKyq4lUeIw2hav/U0NCASCSChYUFPv74Yzx8+FDhMtasWYP8/HyMGTOmzvUZMmQI8vPz61yOKqusrMTChQthamoKfX19+Pn54d9//1WqDC8vL7Rr1w46OjqwsrLC559/jidPngjTS0pKMG3aNLRu3RpisRj9+/fH5cuXaywrNzcXhoaGKhvCFxcX47333oO+vj5MTU3x5ZdfKl3GN998g+7du0NbW7vW8/bQoUNhZGSEli1b4oMPPsC9e/eE6a/79QVDMiIiIqJnDBgwAPn5+cLPnDlzGvT9T548CX9/f3z66ae4cOECQkJCMHXqVMTHxytcRmJiIkaOHIn4+HicPn0aLVu2xMCBA3H79u1XWPOmTUNDA+bm5mjevHm9l62vrw9zc3Po6+vXe9lNja6uLlJSUvDgwQMAQExMDCwsLGqc19TUFLq6ug1ZPaVUHet///03vvnmG8yfPx979+5t7Go1mld5jDQUsViM/Px85OXlISYmBkePHsVnn32m8PKGhoYwNzevl/1WW1sb5ubmdS5HlX3//fdYtWoVNm3ahOPHj+PPP//E9OnTlSqjT58+2L17Ny5fvoxNmzbhhx9+kLl5FRQUhOPHj+Onn37C2bNn0bJlSwwdOhTl5eUy5UilUkyaNAldu3atj1VrFFOnTsW5c+dw/PhxbNy4EStXrkRkZKRSZZSWlsLPz6/GIPjJkyfw8vJC8+bNkZycjF9//RUpKSmYMWOGMM/rfn3BkIyIiIjoGVVfbKp+Gjr4OHjwIFxdXTF16lS0b98eU6ZMgaenJzZu3AjgaWuJrl27onv37mjbti3Wr18PExMTdO/eHSUlJQCAFStWIDg4GN26dYO9vT2+//573Lp1C4mJicL75OTkYNiwYTAyMoKBgQF69eqFCxcuNOi6KuLAgQPo0KEDxGIxJkyYgMePH8vN4+/vj+HDhyMyMhIWFhbQ1dWFn5+fMF1LS0toYVJbV7L4+Hjhffz8/IQQqMrdu3cxbNgw6OjowMnJCcnJyUqtR2lpKT755BOYmZnB0NAQw4YNQ05OjlJlNAWamprw9PTEwYMHIZVKsX//fnh7e8vMY2NjI2zv2rodxcfHo2fPntDV1YW5uTmmTp0qN094eDhMTExgbm4u7P8AMGXKFAwdOlRm3nPnzkFTUxNXr15VeF2qjnULCwv4+PjI/V/nz58PW1tb6OjoQCKRIDg4WPjiXdWCzNraGgDw1ltvCetcXUJCAlxdXSEWi2FiYgIvLy+5ffjOnTsYPnw4xGIxXF1d8ffffwvTaup6qqGhgT179gAAKioqEBAQAGtra2hra8PKygpLliwR5k1MTISWlpZciyYXFxeZoEGRY0QVVAV9rVu3Rs+ePeHl5SXzP62oqMB//vMfWFhYQF9fH3369MEff/yh1HukpqaiS5cu0NXVxYgRIxAQEIC+ffsK0xMTE2VaIz/r+PHj0NDQQFFRkfBa9S7doaGh8PDwgK2tLRwcHLBmzRrhnFFRUaHkFmlckZGRCAwMhJeXF1xdXREWFobdu3crFajMmTMH3bt3h6WlJQYMGICxY8ciISFBmH7gwAHMmjULbm5usLe3R0REBLKzs+VuLC1fvhwdO3bEO++8U2/r15CKiorw888/IywsDK6urhg5ciQCAwMRERGhVDlfffUVZs2ahQ4dOshN++uvv3D58mUsWbIE9vb2cHNzQ2hoKGJiYpS6vlBlDMmIiIioQa1cuRJt27Z94Y+Xl5fcsl5eXgotu3LlyjrVMTExEaampnBwcMBnn32GsrKyOpWnrMePH8u15NDR0UF6errwd25uLjZu3AgbGxuEh4fjxIkTKC4uxq+//lpjmXfv3gUAtGzZUnht5syZuHfvHk6ePIm0tDR8+OGHcnfeG1thYSHGjh2LMWPGID09HRKJBEeOHKlx3oyMDOzbtw8///wzzpw5g/79+wvTbty4UWv3myrr16/HDz/8gPj4ePz+++9y3Wx37tyJgQMH4o8//sDbb78NX1/fGgO72gQGBiIlJQX79u1DamoqTE1N4eXlpXJfegFg9OjRiImJwcmTJ+Hg4IA33nhDZnpycjLy8/NhYGBQ4/KZmZkYPHgw3NzccObMGRw4cEBun8/OzkZubi5OnToFf39/zJw5UwgVJk2ahLi4ONy6dUuYf/v27ejdu7cQWikrLS0NmZmZ6Natm/BaaWkpvv32W1y8eBHbtm1DdHQ0li5dCgCwsLBAfn4+UlJSAACxsbFC69MqFRUV8PX1hZubG86fP4+jR4/Czc0NUqlU5r03bdqEDz/8EKmpqSgvL0dISIjC9a6oqICWlhaioqJw+fJlrFmzBosXL8bWrVsBAO7u7rCyssKOHTuEZS5duoT09HRMnDhReE2RY0TV5Ofn48iRIzL/06+++grR0dGIiopCRkYG3N3d4enpKdOd7HnKy8vh6+sLR0dHnD17Fp6ensK2rtK9e3fk5+djy5YtL133GzduYP/+/ZBKpdi9ezeSkpJw6tQppKamvnSZDe3Ro0e4cOECevXqJbzWp08fVFRUyHyeKeOvv/7CoUOH4OLiIrz27Gemjo4OAMi8R0ZGBiIjI5vM+H8vIz09HVKpVG57njt3Do8ePaqX96j6THt2e5aXl9d6E62m6wtVptXYFSAiIiL1UlJSghs3brxwvpq6bxUWFiq0bNXdzpcxdOhQvPfee2jTpg3Onj2LuXPn4tatW/jvf//70mUqy8PDA99++y0SEhLQr18/JCYmIi4uDlpa/7t0s7e3R5cuXdCjRw/k5OTAwcEB3bp1w7Vr12osc8GCBXj77bfh7u4uvJaTk4MhQ4bAyckJAGBra/tqV+wl7NixA4aGhvj666+hqamJJUuWYNu2bTXOe+/ePezcuROGhoYAgE6dOgnTzMzMoK2t/dz3mjNnjrB9QkJCEBISguXLlwvTnZ2dMWvWLADAqlWrsH37dsTGxtYY6D4rJycHP/74Iy5evAg7OzsAwHfffYcWLVogNTUVPXr0eGEZTck777yDgIAAbN68GWPGjJHb74yNjQGg1sG+ly1bhp49e2LFihXCa2+99ZbMPJqamggPD4e2tjbmz5+PZcuW4dy5c+jXrx969+4NS0tL7Ny5E5988gkqKyuxY8cOLFq0SKn1iI2Nhb6+PsrLy1FeXo558+bJjKFWfYwya2trjBs3DocPH8bChQshEolgbm4uhOitWrWS61p39+5d3L17F0OGDEH79u0BoMauXl5eXhg5ciSAp60iV69erfA6NG/eXKa7lZWVFQYPHozDhw9jwoQJAJ6Gitu2bUNQUBCAp4Giu7u7UCdAsWNEFTx48AD6+vqQSqUoLS1F//79hf2srKwMYWFh2Lt3rxCif/PNN4iKisKhQ4fw3nvvvbD83377DQUFBfj222/xxhtvwMHBAdu3b5eZp1mzZjA3N4eRkdFLr4erqyscHBzg7OwMKysrODo6ws7ODteuXVOZ88Xt27chlUphbGyM2bNnCzdkmjdvjsLCQqXKmj9/PtauXYuysjJ8+OGHMjfDPDw8sHHjRnh5ecHAwACLFi2CSCQS3qOsrAzjx4/H2rVrhc8HVVRYWAgtLS0YGRmhW7du6NevH0aNGgWpVIo7d+5AIpHU+T3s7OxgZmaGFStWYNWqVSgpKcGaNWuE969JTdcXqowtyYiIiKhBGRgYoE2bNi/8MTExkVvWxMREoWVra72iiDFjxmDw4MFwcnLCpEmTsGrVKmzZskWu692r5O3tjeDgYAwZMgTNmjXD5MmTMW7cOJnAoepOuY6OjszvpaWlcuWFhYXh+PHj2LVrFzQ1/3f5N23aNKxatQp9+/bFggULhBYxTUlWVhbs7e2FeotEIpnwqzonJ6c6fQGq3qWtc+fOKC4uRnFxcY3TDQwMYGFhgaysLIXKPnfuHCorK+Hi4gJ9fX1h0GWpVIrs7OyXrnNjEYlEGDJkCHbu3Il3331X6eXPnz+P3r17P3eetm3bCqFNVQuFO3fuCNOrgh/g6Th+hYWFMg8UUESfPn2QkZGB9PR0REdHY8uWLTLdQ/fs2YOePXvCzMwM+vr6WLduHe7fv69w+a1atcLo0aMxevRovPvuu1i2bBlyc3Pl5rOxsRF+b9mypcx6KiIiIgIuLi4wNjaGvr4+fvnlF5l6Tpw4ERkZGbh48SIAIDo6WqYV2etELBYjIyMDGRkZOHLkCP7991989NFHAJ62QiotLYWPj49wHOrr6+PmzZsKH4d//fUXWrduLdN6snPnzvW+Hsqc41WBqakp2rVr99LLz507F+np6di5cycOHz4s0/167dq10NLSEh4OcPv2bTg4OAifmQsWLMCbb75Z56eVNoSTJ0/K7JsnT56scT4LCwuYmprW+/vr6Ohgx44dOHToEMRiMSwtLYWuxDXd9Kjt+kKVsSUZERERNaigoCChNYOyfvnll3quzYs5OzujsrIS165dg4ODQ4O979KlS7F48WLcvHkTEokEs2fPRps2bV64XGVlpczf33//vXARa2lpKTPt448/xogRIxAXF4eDBw9i6dKliI6OVqg1RVNUl1YbtamtJZSi06vT1NREWlqaTItA4GkLHlUUFBQEDw+PV9bF5tntBMju3xMnTkRoaCiuXLmC7du3491330WLFi2Ueg+xWCwEVJ06dUJ2djaWLVsGf39/JCcnY+zYsQgNDYWXlxf09PQQHh6u9Lg7u3btwpkzZ3Ds2DHs2LEDixcvRnp6ukww9uy6Vl/PZ/exZ7tqxsTEYNasWVi9ejV69+4NHR0dzJo1S2a+qi+6W7duxYgRI+rt6Y1NkYaGhrBtbW1toaenh169esmM03bw4EG51srPdhl+1XV81rP/19o8e45vylq1agVNTU0UFRUJD0+4d+8eHj9+XOONsOcxNjaGsbEx7O3t8fjxY8yYMQPTp0+HpqYm2rVrh8TERPz777948uQJWrZsCWNjY+EzMyEhAZmZmcI4fk+ePIFUKoWOjg7Onj1b642XxuDq6oqMjAzh7+qf+yYmJnjy5Anu3r2L/fv3A3g6Hpumpma97r/9+vVDbm4ubt68CX19fVy5cgULFy6UuwZ53vWFKns9oj4iIiKiV+TSpUvQ0NCo0x3wl6WlpYU2bdpAKpViz549MgNDK2Lz5s344osv8Ntvv9X6uHtLS0tMmTIF+/btw+DBg4UL76bCxsYGly5dEr5ASqVSoTVMfas+3sqFCxfQqlUrmeCt+vSSkhLk5eXJBB3A06dc1tTSw9HREZWVlbhz5w5sbGxkfpQNdpoKOzs7jBs37qWWdXR0rPMgz5aWlvDw8MDmzZuxe/fuemkZpaurK4xNlZSUBAsLCyxcuBBdu3aFjY1Njd2Zq8buefLkSa3luri4YM6cOUhOToZIJFLqSbVGRkYyrcLy8vJkpicmJsLNzQ2BgYFwdHREhw4danx4gb+/P6Kjo7Ft2zaMHDmyTi1uVUnVUyrv37+Pjh07QkdHB/n5+XLH4bMhQ23HcseOHfHPP//ItPY7f/68UnWqOq887//6OtDW1kbnzp2RlJQkvHbixAmIRCI4OzvLzHv//n3k5OQo1FJTJBLh0aNHcsecoaEhWrVqhd9++w3FxcXCZ+a+ffvw559/Ci0Mp0+fDhsbG2RkZMidwxubrq6uzH5Z/Smrb775JjQ1NeW2p5OTk1xX6aKiIuTk5Dz3vPQiZmZm0NPTw86dO9GqVSthaAZAsesLVcWQjIiIiOj/3L9/H7Nnz8apU6eQk5ODgwcPYvbs2Zg8eTL09PQatC4RERHIzMxEZmYmJk6ciHv37inVAm/79u34+OOPsWXLFrRp0wYFBQUoKCiQ+dIXFBSE3377DVevXsWxY8dw5swZmYvgpsDPzw8lJSX4/PPPceXKFSxYsAA3b95Uqoz79++joKBAGOT9zp07KCgokOvStmLFCpw6dQrJyclYunQpAgICZKafPXsWa9euxeXLlzF79myYmJjA09NTZh4XFxdcvXoVhw4dQkFBAR4+fAjg6XhW48ePxwcffIDY2FhkZ2cjNjYW77//vkyXztdBaWmpsL9VVlbi33//RUFBgcx4NvPnz0dSUhLmzp2LixcvIj09XXiynzL8/f2xcuVKaGtrY8CAAUov/+jRIxQUFCAvLw9xcXFYt26d8D+1tbXF9evX8dNPPyErKwthYWE1BntVXTH37t2LkpISmQd9XLt2DSEhITh9+jRyc3Px448/oqSkRKnjzMXFBdeuXUNKSgqkUqncwOO2trZIT09HQkICrly5gqCgoBrDPF9fX9y+fRsbN27E+PHjZaYpeoyogsrKShQUFCA/Px9paWkICQmBjY0N2rdvDx0dHcydOxfBwcHYvXs3srOzcfz4cQQGBsoFXS4uLvj9999x+vRpFBQUCAOje3p6wtzcHB999BEuXryI7777Tu7pmFXbr2pA86rjoSoA6tixIwwMDLB7924AT8derG08SVU3bdo0RERE4JdffkFaWhrmzZuH0aNHo1WrVjLz7dmzB9bW1kJrryqnT5/GN998g9TUVOTm5uLXX3/FF198geHDhwsB9YULF7B3717k5OTgyJEjCAwMxIgRI4QHNlhZWcHe3l74MTY2RvPmzWFvby/3wJCmzMTEBD4+Ppg3bx7S0tLwyy+/ICIiAoGBgXLzzpkzB9bW1rh+/brctGvXriEjIwMFBQUoKysTwsMqhw8fxsmTJ5Gbm4tNmzZhzZo1WLBgAZo1awZAsesLVcaQjIiIiOj/iEQi/PHHHxg+fDhsbW3x6aefYvz48Vi3bl2D1yUuLg49evSAq6sr8vPzcezYMVhZWSm8/MaNG1FaWgpvb29IJBLhJyYmRpinoqICH330ERwcHDB+/HiMGzcOc+fOfQVr8/KMjY2xa9cu7Nq1C127dsX169flgqkXCQ8Ph0QiEQbM9/X1hUQigY+Pj8x8U6dOxfvvv4933nkHbm5ucoPA+/n5ITY2Fl27dkVqaip++ukn4UtDlX79+mHOnDmYMGECJBIJNmzYIExbv349hg4dismTJ8PBwQEzZ85Ey5YtZVoKvA5iYmKE/a2kpASzZs2CRCKRGZi/U6dOiI2NRWJiIrp164bBgwe/1FNkfX190axZM4wZMwYikUjp5Y8ePQqJRIIOHTpg6tSp8Pb2FgapHjFiBObOnYvp06fD2dkZmZmZNQZ5IpEIERER2LVrl9z/UywW4/Lly/Dx8YGdnR2WL1+OyMhI9OzZU+E6uru749NPP4Wnpyfs7OzkWuBMmzYNo0aNgo+PD9zc3CASiWocm01PTw++vr4wMDDAoEGDZKYpeoyogocPH0IikQhPSTY0NMThw4eF8ZIWLVqEGTNmYN68ebC3t8ekSZNQVlYmN77T+PHjMWrUKAwaNAgSiQSHDx8G8HRQ/j179uD8+fNwdnbGkSNH4OfnJ9OSx8fHBxKJBB988AEACMdDVcApFovx/fffY/Xq1WjdujVOnz4t88TC18mMGTMwa9YsBAQEwMPDA05OToiIiFB4eX19fcTHx2Po0KGwtbUVArDqTw598uQJFixYADs7O0yYMAHDhw+XeZrr62TDhg1wdHSEh4cHAgICEBQUhGnTpilVxpdffglnZ2dERkYiKysLzs7OMueVwsJC+Pn5oWPHjli6dCmWLVsmc5NOkesLVaZRqUqdmp9x69YtYQyHmzdvvpKB65q6qqe3AE/vADX0XW5Sbdx/qC64//Bz6EXKyspw9epVWFtbC4MOqxt/f39YWVkhNDS0savS6LgtmpacnBxYW1ur1PhGNcnLy4OVlRVSUlLg4uLS2NVp8gYNGgQ7O7tGCf6VoWrni5EjR8LMzEwmFH+dvC7ni4bSt29f+Pv7w9/fv7GrQtUoel3KgfuJiIiIiEillJeXo6ioCCEhIXjzzTcZkL1AcXExEhISEB8fL9ddk5QXFRUFMzMz2NnZ4dSpU/j1119x9OjRxq4WEdUDhmRERERERKRSkpKS0K9fP9jb2782XXxeJWdnZxQXFyMsLAxdunRp7OqovNu3b2PhwoUoLCyElZUVNmzYAA8Pj8auFhHVA4ZkRERERK+It7e3zNMR1Rm3RdNiZGQkN+aaKunbty+7fikhJyensauglKZ+vggODkZwcHBjV6PBqPr5oqH5+/vjzTffbOxq0EvimGQqjmMCUV1w/6G64P7Dz6EX4ZhkRERERNQUKHpdyqdbEhER0SulwvfjiIiIiOg1oOj1KEMyIiIieiWaNWsGAHj48GEj14SIiIiI1FnV9WjV9WltOCYZERERvRIikQhGRka4desWAEAsFkNDQ6ORa0VERERE6qKyshIPHz7ErVu3YGRkBJFI9Nz5GZIRERHRK2Nubg4AQlBGRERERNTQjIyMhOvS52FIRkRERK+MhoYGJBIJTE1NUV5e3tjVISIiIiI106xZsxe2IKvCkIyIiIheOZFIpPDFCRERERFRY+DA/UREREREREREpPYYkhERERERERERkdpjSEZERERERERERGqPIRkREREREREREak9hmRERERERERERKT2GJIREREREREREZHaY0hGRERERERERERqT6uxK1AXlZWVwu8PHjzAgwcPGrE2jaP6OlffHkREr9qz52B1xHMwEREREdHrQ6VDsocPHwq/t2/fvhFr0jQ8fPgQ+vr6jV0NIlIT1c/BZmZmjViTpqH69iAiIiIiItXD7pZERERERERERKT2VLolmbGxsfB7QUGBWraiqqysFFovVN8eRESvmrGxMW7evAkAEIvF0NDQaOQaNbz79+/D3NwcAM/BRERERESqTqVDMk3N/zWE09fXh56eXiPWpvGoYzhIRI1PU1MTpqamjV2NJqP6ZxIREREREakeXtETEREREREREZHaY0hGRERERERERERqjyEZERERERERERGpPYZkRERERERERESk9hiSERERERERERGR2mNIRkREREREREREao8hGRERERERERERqT2GZEREREREREREpPYYkhERERERERERkdpjSEZERERERERERGqPIRkREREREREREak9hmRERERERERERKT2GJIREREREREREZHaY0hGRERERERERERqjyEZERERERERERGpPYZkRERERERERESk9hiSERERERERERGR2mNIRkREREREREREao8hGRERERERERERqT2GZEREREREREREpPYYkhERERERERERkdpjSEZERERERERERGqPIRkREREREREREak9hmRERERERERERKT2GJIREREREREREZHaY0hGRERERERERERqjyEZERERERERERGpPYZkRERERERERESk9hiSERERERERERGR2mNIRkREREREREREao8hGRERERERERERqT2GZEREREREREREpPYYkhERERERERERkdpjSEZERERERERERGqPIRkREREREREREak9hmRERERERERERKT2GJIREREREREREZHaY0hGRERERERERERqjyEZERERERERERGpPYZkRERERERERESk9hiSERERERERERGR2mNIRkREREREREREao8hGRERERERERERqT2GZEREREREREREpPYYkhERERERERERkdpjSEZERERERERERGqPIRkREREREREREak9hmRERERERERERKT2GJIREREREREREZHaY0hGRERERERERERqjyEZERERERERERGpPYZkRERERERERESk9hiSERERERERERGR2mNIRkREREREREREao8hGRERERERERERqT2GZEREREREREREpPYYkhERERERERERkdrTauwK1EVlZaXw+4MHDxqxJkSqqfpxw2OISHnVj5vqn0lERERERKR6VDoke/jwofC7mZlZI9aESPXxGCKqm4cPH0JfX7+xq0FERERERC+J3S2JiIiIiIiIiEjtaVSqcP8QqVSKoqIiAIBYLIaGhkYj14hItVRWVgotMnkMESmv+jFkbGwMTU3eeyIiIiIiUlUqHZIRERERERERERHVB97yJiIiIiIiIiIitceQjIiIiIiIiIiI1B5DMiIiIiIiIiIiUnsMyYiIiIiIiIiISO0xJCMiIiIiIiIiIrXHkIyIiIiIiIiIiNQeQzIiIiIiIiIiIlJ7DMmIiIiIiIiIiEjtMSQjIiIiIiIiIiK1x5CMiIiIiIiIiIjUHkMyIiIiIiIiIiJSewzJiIiIiIiIiIhI7TEkIyIiIiIiIiIitceQjIiIiIiIiIiI1B5DMiIiIiIiIiIiUnsMyYiIiIiIiIiISO0xJCMiIiIiIiIiIrXHkIyIiIiIiIiIiNQeQzIiIiIiIiIiIlJ7DMmIiIiIiIiIiEjtMSQjIiIiIiIiIiK1x5CMiIiIiIiIiIjUHkMyIiIiIiIiIiJSewzJiIiIiIiIiIhI7TEkIyIiIiIiIiIitceQjIiIiIiIiIiI1B5DMiIiIiIiIiIiUnsMyYiIiIiIiIiISO0xJCMiIiIiIiIiIrXHkIyIiIiIiIiIiNQeQzIiIiIiIiIiIlJ7DMmIiIiIiIiIiEjtMSQjIiIiIiIiIiK1x5CMiIiIiIiIiIjUHkMyIiIiIiIiIiJSewzJiIiIiIiIiIhI7TEkIyIiIiIiIiIitceQjIiIiIiIiIiI1B5DMiIiIiIiIiIiUnsMyYiIiIiIiIiISO0xJCMiIiIiIiIiIrX3/wHrRF9lY4YvTAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-07-10 20:00:00 France 1-0 Belgium 46' pass Axel Witsel\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-06-23 14:00:00 Belgium 5-2 Tunisia 91' take_on Michy Batshuayi Tunga\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-07-02 20:00:00 Belgium 3-2 Japan 73' cross Eden Hazard\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-06-23 14:00:00 Belgium 5-2 Tunisia 89' cross Youri Tielemans\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-06-18 17:00:00 Belgium 3-0 Panama 68' pass Kevin De Bruyne\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-06-23 14:00:00 Belgium 5-2 Tunisia 47' pass Thomas Meunier\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-06-28 20:00:00 England 0-1 Belgium 8' pass Marouane Fellaini-Bakkioui\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-07-02 20:00:00 Belgium 3-2 Japan 93' pass Thomas Meunier\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2018-07-14 16:00:00 Belgium 2-0 England 3' cross Nacer Chadli\n"
     ]
    },
    {
     "data": {
      "image/png": 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bS8krAwMDnDx5EkIIPH/+vEwkr9iSR/lljHmlra2t4EiIiIiISFllfFfMbbxUJrCIiJTcq1evMHjwYMhkMlSoUAE7duwA8PFEf/z4cQgh8PLlS3z99dcKjrRkNWzYEADw7t07BUdCuWGykYiIiIhyktfvikxgEREpoTdv3mD48OGQyWQwNDTEtm3bAADq6uo4evQohBBISkpCu3btFByp4mQksK5du6bgSIiIiIiIqLgxgUVEpCSSkpIwevRoyGQy6OvrY/PmzQAAFRUVHD58GEIIpKSkwMPDQ8GRKoeMBFZgYKCCIyEiIiIiouLGBBYRkQK9ffsW48ePh0wmg66uLtatWyct27dvH9LT05GWloauXbsqMErllJHAunLlioIjIcqZp6cnZs+eXaz7WLVqFaytrYt1H0WhJOqC8i4qKqrYuvfOnj0bMpkMMpkMjo6OxbIPUhx3d3d4e3srOgz6fwEBAaXiGqAsrK2tERAQoOgwlFrG+Vsmk2WZ4VzRmMAiIiphycnJmDRpEmQyGXR0dLBq1Spp2a5du5Ceng4hBHr16sWxgz7BxsYGAFtg0efN09MTHTp0+OQ6w4YNQ1BQUAlFpDh5qQtSDhMnTkR0dDR++OEHRYdCSsjd3R2jR49WdBhElIPo6GhER0crOoxsqSk6ACKisiAlJQU///wzFi5cmGWZt7c3vv32Wyar8imjvqKiohQbCJGCaWtrc6ZHUiq6urrSg4iIShczMzNFh5AjtsAiIiomqampmDVrFmQyGTQ1NeWSV15eXlJLqwEDBjB5RURyPD09IZPJ8Ouvv+L48eNSU/7MXfB27dolPZ9d9xGZTIZvv/0W+vr6mDt3Lr744gsYGxvD399fWufFixf49ttvUaFCBRgZGaFv376Ii4srgSPMu9zq4sKFC1BTU8tyt9jV1VVaZ/bs2XB0dMSPP/4IPT09VK5cWZocI0Nh6yIgIAAymQx79+5F9erVoa+vj+HDhyM9PV1aZ8WKFXBycoK2tjaMjY0xaNAgvH79GsD/uvQNHDgQBgYGWLVqFRwcHGBhYYHQ0FCpjKioKHTu3Bl6enqoVKkSRo0ahbdv3+ajRgvP3d0d33zzDTp06AAtLS04Ozvnuzv3p+ri7du30NfXx4EDB+S2+eGHH+Du7i79nZe6yGi5t2nTJlhaWkJLSwt9+vTJc5wymQzLly9H06ZNoaOjg5YtW+L58+fScn9/fzRt2hSGhobQ0dFB69atER4eLi23trZGnz59UL58eYwdOxbdunWDoaEhtm7dKq3z7t07jB07FhUrVoSBgQHat2//Wd6ccXd3h0wmw9mzZ7Fu3Trps5y5O2JudREUFIRWrVrB2NgYWlpaaNy4MS5duiS3j27dusHExARdu3bF999/Dz09Pfz88895jtPb2xu6urrYvXs3LC0tYWRklKX7808//QQ7OztoamqiUqVK+OGHH/D+/XsAH88F5ubmaNeuHYyMjLBhwwZUqVIFNWrUwOPHj6Uyrl+/jpYtW0JbWxtWVlaYOXMmPnz4kL9KLaSUlBSMHDkSZmZm0NLSgoODAw4ePCi3TlJSEr7//nuYm5tDS0sLDRo0wNmzZ6XloaGhaNq0qVQXM2fOhBBCroyMc/CRI0dQvXp1aGpqokmTJtLy3OoiPj4effr0gbGxMXR0dODq6lqi3QDT09Nhbm6O7du3yz0/depUNGvWTPr7U++LDOvXr4etrS20tbVRr149nDlzRlqW8d5btWoVjIyMYGJiggULFuQ5zlevXkFDQ0OuTADo27cvBgwYAABIS0vD4MGDYWNjAw0NDVhbW2d7g/1TMuLMzNraGsuWLZP+Lq7vF0xgEREVoffv32Pu3LmQyWTQ0NDAnDlzpGXr169HWloahBAYMmQIk1ZElKPVq1cjOjoaPXv2xFdffSU15584caK0Tvfu3REdHS13nvmvOnXqYP78+Zg5cybGjBmDwYMHy3Vb7t69O+Lj43H69GmcPXsWL1++xLfffluch5ZvudVF06ZNYW1tjb1790rb3LlzByEhIXLHcufOHURHRyMoKAhTpkzB0KFDcevWLWl5UdWFt7c3fH19sW3bNnh5eeHEiRPSsoSEBMybNw9hYWE4duwYAgMDMX78eLnt27Vrh+HDh2PChAnYtGkT3N3dsXHjRgAfb4y0bt0aFSpUwJUrV/Dbb78hKChI7n1RUvbu3YuWLVsiNDQU9evXR7du3bL8UPuUT9WFtrY2evTogV27dknrp6enY9++fdKPsPzURWhoKHx9feHj44OrV6+iZcuW+TrW9evXY968eTh79iwiIiKwePFiaVlMTAwGDhyIixcvIjg4GHp6evDw8JBLXFaqVAnbtm3DmjVr0LhxY8ybNw9Lly6Vlo8cORJXrlyBr68vgoKCYGpqCg8PD6SlpeUrTmXn4+OD6OhoNGrUCAMHDpQ+y7169ZLWya0uYmNj0aFDB5w6dQphYWGoW7cu2rVrhzdv3khlqKmp4dixYzh69ChUVFSwc+dOLFmyRO41yU1ycjKOHz+OU6dOYfbs2fj5558RFhYmLX/37h3Wrl2L8PBw7Nq1C3v27MGiRYuk5TExMZg2bRratGmDKVOm4LfffkOlSpWwe/duAB9/3Ldo0QINGzbE9evXsXPnTuzZswcrVqwocP0WxNq1a3H48GEcOHAAt2/fxpIlS6Cqqiq3zrBhw/Dbb79h69atCAsLw8SJE/Hw4UMAH7/3durUCRYWFrh27RrWr1+PVatWZblBAHx87ZYvX45t27bhxo0bUiI5L3Uxa9YshIaGwt/fHzdu3MDkyZPz9XoWloqKCrp3755lPKiDBw+iZ8+e0t+5vS+8vb3x888/Y/ny5bh58yYGDBiA9u3b49GjR9I6b9++xe+//45z585hzZo1mDNnDn7//fc8xWlgYIDWrVvLxZmcnIxjx45JcaalpUFNTQ3e3t6IiIjA6tWrMW/ePOzcubNAdZOTYvt+IUqx2NhYAUAAELGxsYoORyESExOlOkhMTFR0OFTK8P1TNN6/fy8WLlwo1WXmxy+//CLS0tIUHWKxUIb3T8b+FYXXoU979+6duH37tnj37p2iQ1GYAQMGiFmzZhVq+/bt239ynZUrVworK6sszwMQ4eHhIjw8XAAQ7969E7///ruwt7cXQggREBAg1NXVxevXr6Vt7ty5IwCI6OjoAseck+Ksizlz5og6depIf0+fPl188cUX0t+zZs0S5cqVEwkJCdJzjRo1EhMmTBBCFE1dnDlzRgAQ58+fl55zdnYWM2fOzHGbX375RVSqVEkIIcSDBw/kXqeKFSsKIYTYsGGDaNu2rRBCCG9vb2FhYSF3XfH39xeampoiPT09T3FmyNhfQTRr1kzUq1dP+vvVq1dCQ0ND+Pn5ya03a9Ys4eDgkKcyM9eFEEKcO3dOlCtXTsTFxQkhhDh16pTQ1taWXqO81sWAAQOEvr6+ePnyZf4PVHz8HM2dO1f6e+zYseLLL7/Mcf0bN24IACIiIkIIIYSVlZX4/fffxbt37+Q+k1paWkKIj6+DTCYTd+7ckcpISkoSKioq4u+//y5QzMWtWbNmYvv27YXaftSoUVmeL0hdvH79WgAQJ0+elMresGGDEEKIihUrytV9Xq/T27dvFwDE48ePpecMDAzEtm3bctxmwoQJolGjRkKIj+eCzJ/fhg0bCiGE+Omnn8TIkSOFEELMnj1buLm5yZWxceNGUaNGjTzFmNmZM2eyvQbkxejRo0X9+vVzXH7//n0BQJw+fTrb5X5+fnKfUyGE+OGHH4Srq6vcerNmzRIymUzcu3cvSxl5qYsOHTqIHj165OmYcmNlZSXOnDmT7+3Onz8v1NXVpXNJSEiIUFFRETExMTluk/l9IYQQ1tbWYuPGjXLruLm5iYULFwoh/vfeu3nzprS8T58+omvXrnmOc+fOnaJSpUrSufHIkSPC0NBQpKSk5LhN165dRZ8+fbI8D0AcPHgwy/Pbt28XOjo6cs9ZWVmJpUuXCiEKdk3N63dGtsAios9Samoq4uPjkZqamq/tFi5ciPr160NPTw+mpqbo3LkzIiIisqyXlpaG5cuXQyaToVy5cpgyZYq0bMWKFfjw4QOEEBgzZgxUVHiqLS52dnYAUKJ34YhKE01NTWhqasr9/927dwCAGzdu4P3796hUqZI0XpGrqysAIDIyUmExF8S3336L0NBQqevWnj17stzptbCwgKGhofS3g4MD7t+/D6Bo68LW1lb6f/ny5REfHy/9ffr0abRs2RLm5ubQ1dXFpEmTkJiYKLd9xuuU+XXL/JpFR0dDX19firNLly5ITk4u8QF3M88uqK+vD0tLS6k+8yK3uvjiiy9QpUoV7N+/HwCwe/dudOnSBXp6egDyVxdOTk4wMDAo8LF+6jW9f/8++vTpAxsbG+jp6cHNzQ0A5I7lU5/DsLAwCCHg6uoqHYepqSnS09NL3eewsPJSF8+ePcOwYcOkbrqVKlUCkLW+M/7NXPcZdZ4XGhoaqFy5svS3oaGh3Ot+6NAhNG7cGBUrVoSuri7WrFnzyRgy/p/5sxwcHCw3Xty4ceNK/DXv168fIiIi4OjoiNGjR+PIkSNy3f9u3boFFRUVue5+md27dw/m5uYwMjKSnnNxccG9e/eyrGtubo5q1apleT4vdTFo0CD4+fmhQYMG+OGHH/DXX38V5rALpEmTJjA1NYWfnx+Aj++BL7/8EhUrVpTW+dT74s2bN4iKisK4cePkjjUoKEjuWFVVVWFvby/9nflalRedOnVCQkICLl68KMXUuXNnqKurS+ts2LABrq6uMDY2hq6uLvz8/LJciwqjOL9fcBB3IvpsPH78GJs3b8a2bdvw77//Ss+bm5tj0KBBGDZsGCwtLT9ZxtmzZzFq1CjUr18fHz58wNSpU/H111/j9u3b0NLSwpo1azBu3Lgs2y1atAg//PAD1NR4Wi1JDRs2xN27dxERESF3sSeinGX+cWJmZoZz585lWcfCwqIkQyo0KysruLu7Y+fOnejYsaPU5TA3xVEX/70OZOzj4cOHaN++PYYMGYIlS5bAwMAAe/fuleuOlpc4XV1dsWfPnizrmJqa5ivO4iD+M+5NTvJaF99++y127dqFQYMG4fDhw1m67+S1LjInLgsip9cUADp27IhKlSrB29sb5ubmePDgAVq3bp2vGysqKioIDg7Osp/MP4zLitzqYsCAAYiOjsa6detgbW2NDx8+wMHBIU/1ndf3J5D1Nc+8/eXLl9GrVy/Mnj0bHh4e0NHRwbJly3DhwoV8xdChQwe5rqSK4ObmhocPH+LPP//EX3/9hX79+mHAgAHYsGFDke/rU5/D3OqiS5cuUpz+/v5o3bo15s+fj59++qnI48yJTCaTuhF+8803OHToEL7//ntpeV7fF15eXlKiO4O+vv4n952f966enh7atGmDQ4cOoUGDBvjtt9+wb98+afn+/fsxbtw4rFq1Cl988QU0NTUxbty4fJ2zshsG5b/bF9f3C/7SIqJSLyYmBqNGjYKvry+0dXTQtWdfuNSpB11dPSQmvsH1kGCsWr0aCxYsQOfOnbF+/focvxRmHtwYALZt2wYzM7NsZ1KaN28efvzxR5QrV65Yjoty16BBA+zcuROBgYFMYNFnSV1dvdgG9XVycsKzZ8+goaGRa3JfGeRWF56enpg5cyZevXqFTp06ZflB8PTpU7x8+VL6EXXr1i3pR0RJ1EVwcDBSU1OxatUqaYyZ/LaacnJygre3d47XpZKUefyw169f4/Hjx1laV+jq6mbb6iWvdTFgwAD8/PPPWL16NfT09OTGrlKGunjx4gXCw8Oxfv16aSDnkJCQfJXh6OgIIQTi4+PRuHHj4ghT6eT0Wc5LXVy4cAFr1qzB119/DQD5njygKFy8eBGWlpaYMWOG9FzmMYzywsnJCfv370fVqlUV3lLf0NAQPXr0QI8ePVC1alWsXLlSSmBlJAcvXbokN4FChmrVquHff/9FfHw8KlSoAODjgOyZWy3mJq91UbFiRfTv3x/9+/eHvr4+fH19SzSBBQC9evVC8+bNcenSJdy7dw/dunWTluX2vtDT04OVlRUePXqE/v3757iPtLQ03LlzB7Vq1QLw8VybXcu13OKcNGkSWrZsCTU1NXz11VfSsgsXLqBRo0YYOXIkgI/JsQcPHsDGxiZLOTo6Otmeww0NDZGcnIy0tDSoqqoiNTUVz549k5YX5zWV/VqIqFS7e/cuGjVqhIuX/sa8pasRdPMB5i/9BT37fot2Hl3Qs++3mL/0FwTdfIB5S1fj4qW/4ebmhrt37+ZYphACXl5ekMlkWaaRnT17NlJSUiCEwLRp05i8UrCGDRsCAAIDAxUcCVHxsLW1xdWrV3Hnzh0kJyfL/eh7/vw5YmJi8ObNG6SlpSEmJgYxMTF57ibj7u6OJk2aoEePHjh37hzu378PX1/ffM3QVpI+VRcA0K1bN7x48QJeXl7Z/jhIS0vD999/j4iICKxbtw6BgYEYNGgQgJKpi+rVqyM9PR0bN25EZGQktm7dmmWWvdz06dMHFSpUQK9evRAUFIS7d+9iz5490g+RknTt2jWsXr0aERERGD9+PIyMjNCmTRu5dVxdXfHgwQMcP34cMTEx0gyBea0LKysrNGvWDDNmzECfPn3kftwqQ12UL18exsbG+PXXXxEZGYk//vjjk5MqZMfGxgb9+/fHwIED4e/vj8jISPj7+6Nfv35ISEgopsgVy9bWFufOncOjR4+kH8FA3urCzs4O+/fvx927d3Hx4kWMHz++xCfFsbOzw5MnT3D48GHcv38fS5YsyVPrq8xGjx6NZ8+eYfDgwbh+/Tpu376NLVu2YNq0acUUdfZWr16Nffv24e7du7h+/Tp+++03ODk5ScurVq2Kvn37YsiQIfj9999x//59+Pj44NdffwUAtGnTBmZmZhg5ciTCw8Nx5MgRbN68GcOHD89zDHmpi9mzZ+Po0aO4f/8+AgMDcebMGbk4S4qbmxtMTU0xbNgwNGvWTK61Z17eFzNnzsSiRYuwdetW3L9/H5cuXcKPP/6IU6dOSevIZDJMmDABt2/fxv79++Hj44PBgwfnK86OHTvixYsXmDp1Kjp37iz3e8XOzg4hISE4ffo07t69iwkTJuSYgM1o5fro0SO5BFXt2rUhhICPjw+EEFixYoXcJB7FeU1lAouISq2YmBi0bt0aauoaOPrHOXwzcBh0/39sjP/S1dPDNwOH4egf56CmroHWrVsjNjZWWi6EwPbt2yGTyaCiooJhw4ZJyypXrozk5GQIITBr1iy5PuSkWC4uLgCYwKLP19ChQ9GgQQM0aNAAWlpamDdvnrSsfv360pTlT548QaVKlVCpUiVpzKC88PHxgb29Pbp16wZHR0dMmzYNVatWLY5DKbRP1QXw8U5xt27doK+vL7XOyMze3h4VKlSAq6srFixYgM2bN8uN41TcdeHs7IzV/98a2NHREX5+fvn+saqhoYE//vgDmpqaaNWqFerWrYtly5ahZs2aRRZnXvXu3Ru///47XFxcEBQUhMOHD2e5PjZv3hwTJ07EN998g0qVKmHz5s0A8lcX3377Ld6/f4++ffvKPa8MdaGiooL9+/cjKCgItWrVwpQpUzB//vx8l7Nx40a0a9cOgwYNgr29PcaMGYPy5ctDS0urGKJWvEmTJsHY2Bj29vbQ0tKSm/0st7rYtm0b4uPj4eLigiFDhmDmzJkl3oKpY8eOmDRpEkaMGIE6derg9u3bGD16dL7KMDY2xl9//YV///0XTZo0QaNGjbB9+3ap1U1J0dXVxeLFi1GnTh20aNECJiYm2Lp1q9w6mzdvll4TR0dHLFiwAFZWVgA+tqbz9fXFkydPULt2bYwYMUKa8Tav8lIXGhoamDJlChwdHeHh4QE3NzeFdb/s2bMnbt26laWbel7eF4MGDcLixYuxdOlS2Nvbo0ePHnj48KFUn8DHWVhbtmyJJk2aYNSoUZg+fTrat2+frxh1dHTQvn37bOMcPnw4unfvjq5du6JRo0ZQVVVFjx49si1n7dq1iI2NhY2NjTTuLPDx5sLixYvx3XffwdraGunp6VlaWhXXNVUm8tOhUsk8e/ZM6gYUGxurFH3/S1pSUpLUbDoxMRE6OjoKjohKk9L+/unWrRsuXvobR/84B4vKVfK83dMnj9Dp6y/RpHEjdO7cOdspXX/88UfEx8fjzz//xIULF+QG8qSPlOX9k3HnVRGXM16HPi05OVlqlp4xiG1Z4+npCWtra8yePVvRoShcSdTF119/jRo1amDNmjVyz8+ePRuHDh3CzZs3i23fpU1UVBRsbGwKdO50d3eHo6Mj1q5dWwyRyVuwYAH27t2LsLCwYt8X5Y27uzs8PT3h6emp6FAIQEBAADw9PREVFaXoUEoFa2treHt7Z9slUtG8vb0xevToIh1QvbTI63dGtsAiolLp8ePH8PX1xfeTpuYreSWEQHDgZcTGRMPHx0cueTVhwgQkJSVBCIGkpCT4+/vjzJkzTF4RESm5hIQEHD58GH/99ReGDh2q6HCoCCQmJuL69ev45Zdf5FpFExFR2cVB3ImoVNq8eTO0dXTQpXve+lKf8DuC4Z69szxfv359nDlzRmo9JISQphEOCAjIdkBDIiJSLnXq1EFCQgKWLFkCZ2fnIi8/t0HCt27dil69ehX5fsuy0aNHY+/evejevTtGjBhR5OW3bdsW58+fz3G5p6dnibQwo5Lz6NGjXLvo/fnnn2jUqFEJRUSUd+fPn0fbtm0/uc7du3dhbm5eQhEpBhNYRFQqbdu2DV179s1xzCsAOHnCDyM8+2QZ6Lf/wKGYNnshFvw8FadPHpfr+jZq1Cjs2bMHR48ehZ6eHmJiYgAABgYGn+1YFERUfDp37vzJqcPLkuKsi9y6zsyePbtQXRdDQ0M/ufy/E36UBoaGhpg1a1aBtg0ICCjaYLLh7e0Nb2/vYit/y5Ytn5zwwMDAoNj2Xdp5enqidu3aig4j38zNzXP9LJfGVvfW1tYYN26cosMoNcaNGwdra2tFh5GtT3XNrVevXq7v35xmWf+ccAysUk5ZxqCh0qm0vn9SU1OhoaGB5Wu90LNv1vGrAGDujJ+wed0q6e8+3wzC9LmLoK//vy+k+3f/ioljhiE1NVWanSOnmWy2b9/OsR7+Q1nePyYmJoiLi+MYWEqIY2ARERERUW7y+p2RLbCIqNTJGNhQVzfn1lcTp86GTTVbdOjcHYaG5bNdJ2P7N2/eoEKFCgAUMxA4FU7Dhg2lKdpLYysIIiIiIiLKHQdxJ6JS53+tft7kuI6Wlhb6ew7NMXmVeXu9T3RDJOXXoEEDAMCVK1cUHAkRERERERUXJrCIqNRRV1eHubk5rocEF6qc6yHBsLCwkLoPUunUsGFDAEBgYKCCIyEiIiIiouLCBBYRlUqDBg2Cz4E9SHyTcyusT0l88wY+B/Zg0KBBRRwZlbSMFlhMYBERERERfb6YwCKiUmnYsGF4m5SEI4f2Fmh7n4N7kPzuHYYNG1bEkVFJK1/+YzdRJrCIiIiIiD5fTGARUalkaWmJzp07Y/XSBXj65FG+tn365BFWL12Azp07l8rpkil7GYP7ExERERHR54cJLCIqtdatWwctTQ307douz0msp08eoX/3DtDW0sS6deuKOUIiIiIiIiIqCkxgEVGpZWZmBi8vLzyKeoD2LRpjx7ZNOY6JlfjmDXZs2wSPVl/gQ2oK/vjjD1SsWLGEIyYiIiIiIqKCUFN0AEREhfHLL7/gw4cPiH8Rh+mTvseC2VPRtWdfuNSpB11dPSQmvsH1kGD4HNiDd2/fokuXLli3bh2TV58ZmUwGIYSiwyAiIiIiomLCBBYRlVq///47fvvtNwAfW2P99ddf2Lt3L7Zt24ad2zZL61lYWGDC+PEYNmwYx7z6TDVs2BCXL1/G27dvoa2trehwiIiIiIioiLELIRGVSikpKfj++++lv5ctWwZ7e3vMmTMHT548QUpKCl68eIGUlBQ8efIEc+bMYfLqM9awYUMAwLVr1xQcCX1ORowYAV1dXejq6sLBwUFu2fnz56Vlurq6OH/+fJbtHRwcpOUjRozIsnzBggVyZfzXo0eP5Jbv3r07yzpt27aVlrdt2zbL8t27d8uV8ehR1vECMy9fsGBBvuqBdcG6YF2wLlgXrAvWBeuiIHVREDJRivtcPHv2TOoGFBsbC1NTUwVHVPKSkpKkN2ViYiJ0dHQUHBGVJqX5/bNo0SJMmTIFAPDFF1/g7NmzkMlkCo6qbFGm98/evXvRt29fLFu2DD/88EOJ7ZfXoU9LTk7GgwcPYGNjA01NTUWHk2/Pnj3D69evAQDlypWDlZWVtOzdu3d4+vSp9LeFhQW0tLTktn/48CHev38PANDX18/y/oiPj0d8fLz0t62trdzyDx8+ICoqSvq7YsWK0NPTk1vn6dOnePfuHQBAS0sLFhYWcsvfvHmD2NhY6W9ra2uoqck3wL937570/woVKqBChQpyyz9VDwDrIjPWxf+wLv6HdfE/rIv/YV38D+vif8pSXWSW1++MpTqBFRMTg0qVKgEA7t+/XyRj2ggh8PbtWwCAsbExVFSUu5GaMv2ApNKntL5/nj59iho1aiApKQkqKiq4du0aXFxcFB1WmaNM75/IyEhUq1YNPXr0wIEDB7JdJz09HXFxcQAAbW3tIkl4xsbGolq1agCA6OhomJmZFbrMz0lpT2ARERERUfHL63fGUj0G1osXL6T/Z/yAKEq8m06fi7i4OFy+fBlBQUF4+PAhnjx5gidPnuD58+fSOlWqVIGJiQkqV66MypUrw8rKCvXr14ebmxuMjY0VGH1WkyZNQlJSEgBg5MiRTF4RbGxsAACBgYE5rhMXF1esg/e/ePGCCSwiIiIiomJSqhNYRJS9tLQ0XLhwAQcOHMCff/6Jf/75BwBgYmICW1tbWFpawsXFBfr6+pg9ezYAYOzYsXj9+jWePHmCu3fv4sSJE5gzZw4AoHr16mjVqhV69uyJpk2bQlVVVVGHhrNnz2Lv3r0AACMjIylGKtsyWlNl1/+eiIiIiIhKv1KdwMrcF/TmzZuwtrYudJlJSUnSHXrOZEWlzf3797FmzRrs378fMTExsLS0hIeHB2bPno1GjRrB2tparttUUlKSlMCaOHGiXBcwIQSioqLw999/49KlS/Dz88P69ethZmaGXr16YcyYMcXS8jE3tWrVwpAhQ7B161YsWLDgk32piTLLfE6PjY0tki6PUVFRcHR0BIAs4xMQEREREVHRKdUJrMw/xLW1tYt8/BUOCE2lRVBQEJYuXYrDhw/DyMgI/fv3R8+ePdGgQYMCj+Mmk8lgY2MDGxsb9O3bF7/88guuXLmCAwcOYOfOnVizZg26deuGSZMmoX79+kV8RDkzMTGBl5cXRo8eLSUOiPIi8zldR0enSK4ZmZNivGYQERERERUf5R6hnIg+6eHDh+jevTsaNGiAkJAQrFu3Dg8fPsSKFSvg5uZWpJMQqKiowM3NDStWrMCjR4+wbt06XLt2DQ0aNECPHj1KvOuWi4uLQrsyEhERERERUclhAouoFEpOTsbcuXNhb2+PS5cuYefOnbhz5w5GjBhRIt2YtLS0MGLECERERGDnzp24ePEiatasiblz5yI5OblY9pkxOyhRTuzs7AB8HAOOiIiIiIg+L0xgEZUyERERcHNzw9y5czFmzBhERESgf//+CmmNpKqqiv79+yMiIgKjR4/G3Llz4ebmhoiIiCLdT1BQEKpUqYJ169bhw4cPRVo2fT4aNmwIAEX+/iMiIiIiIsVjAouoFNmxYwdcXV2RnJyMoKAgLF68GHp6eooOC3p6eliyZAmCgoLw7t07uLq6YufOnUVSdnp6OkaPHo0XL15g9OjRRVYufX4yEliBgYEKjoSIiIiIiIoaE1ifkcjISEWHQMUkPT0dY8eOxYABA9C9e3cEBwfDxcVF0WFl4eLigqtXr6Jbt2749ttvMXbsWKSnpxeqzF9//RVXrlwB8HEGwv79+xdFqFQElO2cwwQWEREREdHniwmsz0jz5s1x+fJlRYdBRSwlJQV9+vTBunXrsH79enh7e0NXV1fRYeVIV1cXv/76K9avX4+1a9eib9++SElJKVBZL1++xE8//ST9vWbNGpQrV66oQqVCuHz5Mpo3b67oMOQ4OzsDYAKLiIiIiOhzxATWZ8TOzg5ff/01goKCFB0KFZGkpCS0b98evr6+OHjwIEaOHKnokPJs5MiROHjwII4cOYIOHTogKSkp32XMnj0bz58/BwB0794dLVq0KOowqQCCgoLw9ddfS4OmKwt1dXUAQGhoqGIDISIiIiKiIscE1mfkyJEjcHBwQJs2bXDz5k1Fh0OFlJKSgi5duiAwMBAnT55E165dFR1SvnXr1g0nT57E5cuX0bVr13y1xLp58ybWrl0L4OOsh8uXLy+uMCkfwsLC0Lp1azg6OuLIkSOKDoeIiIiIiMoIJrA+I7q6ujhx4gQsLS3RqlUr3Lt3T9EhUQEJITBo0CCcO3cOfn5+cHd3V3RIBebu7o6jR4/i7NmzGDRoEIQQuW4jhMCYMWOQlpYGAJg6dSqqVKlS3KFSLv755x+0atUKVlZWOHHihFJ3ZSUiIiIios8LE1ifmfLly+OPP/6AgYEB2rRpg9evXys6JCqAuXPnYs+ePdixY4fSjTNUEC1atMCOHTuwZ88ezJs3L9f1Dx48iICAAABA1apVMXHixGKOkHLz6tUrtG3bFuXLl8fJkydhaGio6JCISgVPT0/Mnj1b0WEohaKsi86dO8PT0zPf2718+RIymUy6xmSIioqCTCZDcHBwjtu6u7tj9OjROS6fPXs2ZDIZZDIZHB0d8x1bScs45tLK29tbqm9lv6Eik8lw6NChAm8fEBAAmUyGuLi4Ioyq4Nzd3eHt7a2wfWe87p/6PObFqlWrYG1tXTSBKVBAQMBncRwlxdraOss1gEoPJrA+Q6ampjh+/DieP3+OoUOH5qnFCymPffv2YdasWZg7dy569uyp6HCKTM+ePTFnzhzMnDkT+/fvz3E9IQQWL14s/b1q1SpoamqWRIiUAyEEhg4diufPn+PYsWMwNTVVdEg5MjY2VnQI9Bm4ffs2unXrhsqVKxf6h2dBRUREoHnz5jA1NYW2tjacnZ2xa9eufJXh4+ODevXqwcDAAAYGBmjRooU0q2sGLy8vfPnll9DR0VH6JEBRMDAwQHR0NBo3blzkZU+cOBHR0dH44YcfirxsZZORQJDJZKhYsSK6du2Kf/75p0Rj6NWrF6Kjo7Fq1api3Y+1tTWWLVtWrPsoKzInecuVKwcbGxvMnDkzXzNW+/j4IDo6Go0aNSp0PMOGDSvzYwenpKRg5MiRMDQ0hKGhIb777jukpqbmq4xHjx6hTZs20NLSgqWlJdavXy+3XAiBGTNmwNTUFLq6uujTpw9evXolLff09JQ7p2Q82rdvXyTHWJJyq4u8CAgIgLOzMzQ0NODs7Ixz587JLU9ISEDv3r2hq6sLU1NTzJw5U275hg0b4OzsDF1dXRgZGcHDwwMRERGFOi5lwgTWZ6patWrYunUrDhw4gA0bNig6HMqjBw8eYNCgQejfvz+mTZum6HCK3PTp09G/f38MHDgQUVFR2a4jk8lw6tQpjBkzBh07dkSHDh1KNkjKYv369Th48CC2bduGatWqKTqcT2rYsCEAIDo6WsGRUGmWmJiIqlWrFvsP409RU1ND//79cerUKdy+fRvff/89Bg0ahFOnTuW5DAMDA0ybNg2BgYG4evUqHBwc0Lp1a7lWHImJiejQoQNGjBhRHIehdGQyGczMzKRJH4qSrq4uzMzMykQiEPiY/IyOjsbx48fx4sULtGvXDu/fvy+x/WtpacHMzAwGBgYltk8qvBo1aiA6OhpRUVHw8vLCxo0bsXr16jxvX6FChSL7DGtra8PExKTQ5ZRm06dPh6+vL44ePYqjR4/iyJEjmDVrVr7K6N69O1JSUnD58mX8/PPPGDt2LE6ePCktX79+PVauXIktW7YgICAAN27ckLvmrF69GtHR0dLj4cOHMDAwQLdu3YrsOEtKbnWRm9jYWHTs2BHNmzdHSEgImjdvjo4dO0qTWgEfE69hYWEICAiAl5cXVqxYgU2bNknLzczMsHjxYoSGhuL8+fPQ1NRE69atpaFZSj1RikVGRgoAAoCIjIwskjITExOlMhMTE4ukzOKUW7yjR48W6urq4tq1awqIjvLLw8NDVK5cWbx586ZE9qeI9/ubN2+EhYWF6NSpU67rpqWlFX9A9EnXrl0T6urqYsyYMVmWKeP5cs6cOQKA8PX1zbKsOOItjuvQ5+Tdu3fi9u3b4t27d4oOpcAAiIMHDxZ4+wEDBohZs2YVSSx169YVU6ZMEUIIsX37duHs7CwaNGggLCwsxIYNG4SxsbFo0KCBePXqVbbbv379WgAQJ0+ezLJs+/btQkdHJ8vz6enpYvr06aJy5cpCQ0ND2NraijVr1hQo/sLUhZ+fn6hatarQ0tIS/fv3F23bthUDBgzIUn779u3Fxo0bReXKlYWmpqbo3bu3tFxVVVX6vJ45c0Zu2wcPHggAYtGiRdJ+evfuLXeuaNasmejXr59o166d0NDQEI6OjuLvv//OEuusWbOEg4NDtsfx9u1bMWbMGGFqair09fVFu3btxIMHDwpUJ4WVccwF8d/PhZ+fnwAgbty4IT23b98+YWdnJ8qVKyfs7OzEgQMHpGWzZs0SX375pahevbqoWbOmWLVqlVQfHz58kNY7cOCAcHBwEJqamqJWrVpi//79WWLJ6b0rxMfXbNSoUdLfZ86cEQDE8+fP83ysVlZWYunSpTkuz3jfZcio16CgIOm5zPUVFxcnnJ2dxZAhQ0R6eroQQojly5cLR0dHoaWlJYyMjMTAgQPlPsf/jfvKlSuifPnywtvbO8d9/jeuotSsWTOxffv2fG+X3WejR48eomfPntLfef2M/Pe1zezEiROiWrVqQktLS6qHzOeLnTt3SucCKyurLNtn957K/D4YMGCAaNeunTA3NxeNGjUS8+bNE7q6umLIkCF5rImidebMmWyPIzcfPnwQ5cuXF2vXrpWeW7t2rTAyMpL7HH7K1atXBQBx8+ZN6bnu3bvLfc93cnISEydOlP4+duyYUFVVFXFxcdmWuX//fqGrq1tsv4esrKyyXAOKQl7qIjfLly8Xpqam0m+gtLQ0YWpqKlauXCmEEOL58+dCRUVFHDt2TNpm4sSJwsXFJccyb9y4IQCIiIiIfB1PScvrd0a2wPrMLVu2DDVr1sTw4cPz1TyXSt6xY8fg5+eHlStXftZ3b3V1dbFy5UocPXoUx48f/+S6Kio8RSlSeno6hg0bBnt7eyxdulTR4eRJRguswMBABUdCn7JixQpUrlw514eHh0eWbT08PPK07YoVKxRwZMVDCIE///wT4eHhcHV1lZ5/+PAhvLy8YGtri2XLluHcuXNISEjAiRMnspSRmpqK9evXQ0tLC7Vq1crzvn18fLBs2TJs2LABd+7cwaZNm0r8GvX8+XP06tULPXv2REhICCpVqoQ//vgj23VDQ0Ph6+sLHx8fXL16FS1btpSWPX36NNduFBs3bsSvv/6Kv/76C4GBgVnG7Nq3bx9atWqF69evo0GDBujWrVu+utuMHDkSV65cga+vL4KCgmBqagoPD49SfWc8MTFR6mab0eU/PDwcffv2xcCBA3Hz5k0MHDgQffr0kav/p0+f4ujRo0hPT8fBgwdx8eJFXLp0SerSdebMGQwcOBA//fQTbt26henTp2PAgAGl+vyekJCAr776Cq6urti8ebM0BllCQgLmzZuHsLAwHDt2DIGBgRg/fny2ZVy7dg1t2rTB8uXLMWDAgJIMv8jdu3cPFy9eRN26daXnCvsZefHiBXr06AEPDw+EhITAwsIiSwuY7t27Izo6GnPmzClw7K9evYK/vz/u3LmD69ev49SpU9i2bVupagEeGRmJhIQENGnSRHruyy+/xIsXL/DgwYM8lXH16lUYGhrCwcFBroyM8QRTUlJw69atLPtIS0tDSEhItmV6eXmhR48epe73UG51kdcyGjVqJP0GUlFRQdOmTaUyQkJCkJ6enqU+w8LCsp3tPSkpCV5eXqhYsSIqV65c0ENTKmqKDoCKl4aGBtatW4cvvvgC3t7eGDRokKJDomy8e/cOY8eORatWrUplc9n86t69O7766iuMHTsWLVu2hKamJq5evQpzc3NUqlRJ0eHR/9u+fTuCg4Nx4cIFaGhoKDqcPKlfvz4AJrCU3evXr/H06dNc17O0tMzy3PPnz/O07ecyiUnjxo0RHBwMmUyGNWvWyF0jatasCWdnZ7i5uSEqKgr29vaoW7cuHj16JK3z6tUrWFhY4N27dzA1NcXp06fz9SU2KioK5cuXR5s2baCmpqaQgYL37t0LAwMDzJ8/HyoqKli4cGGO44G9efMG+/btk7qVZU7WVaxYMddz2cSJE9G0aVMAwOTJkzF58mS5BH6dOnUwbtw4AMDKlSuxe/du+Pv7Z5ts/a+oqCjs2LED4eHhqFGjBgBg3bp10NPTQ1BQENzc3HItQ5l888038PT0RFJSEoCP49hUr14dALBlyxbUrl0bkydPBvCxLg8dOgQvLy9pPKl69erB3t4ederUgbW1NRwdHVGjRg08evQIbm5umDNnDsaMGYNvvvkGwMdJXfz8/LB9+3bpZkVp8urVK7Rq1QouLi7YsmWL3AD6c+fOlf5frVo1jBgxAgsXLsxSxvXr19G7d28sWbIEAwcOLJG4i1p4eDh0dXWRlpaG5ORk9OvXD5MmTQJQNJ+RvXv3QkdHB0uXLoWqqirmzp2bZcB5TU1NmJmZQU9Pr8DH0bRpUzg5OcHOzg4tWrRAw4YNYWJigsePH5ea77IZ3dKMjY3RpUsXqKqqYs2aNdIyW1vbPJVhZGSEpKQk2NvbY+LEiTAxMZHKfvHiBdLT02FsbIzx48fj/PnzCA4Ohrq6uly3uAyRkZH466+/cP78+SI80pKRW13ktYwqVaogMDAQbdu2hb+/P4yNjaWhV54/fw41NTUYGhqibt26aN68Obp374709HTEx8dL772wsDA0atQIb9++hZ2dHc6dOwdtbe3iOOwSx+YNZUDTpk3Rr18/TJ48GS9fvlR0OJSNJUuW4MmTJ1izZk2pnhEorzJ+iD1+/BhLlixBcnIyevXqBTs7OyxbtuyTd9nOnTuHjh07wtzcHDKZDL6+viUXeBny8uVLTJkyBf3795e7y6PsypcvD4AJLGWnr68PCwuLXB/ZjU1iYmKSp2319fUVcGRFb//+/bh69SoWLlyIqVOnyr23M1q7aGpqyv3/3bt30jp6enoIDQ3F5cuX0b59ewwaNAjx8fF53n+XLl0ghICdnR2GDh2KXbt25XuA38K6f/8+atasKd2RVlVVzbEVmZOTU6HGRMo8e6CDgwMSEhKQkJCQ7XJ9fX1YWlri/v37eSo7LCwMQgi4urpCV1dXGoA3PT0dkZGRBY5ZUZYuXYpr165hw4YN6Nixo9yYq/fu3YOTk5Pc+i4uLrh37570d27v3xs3bkit0jMehw8fLpV1BQDjx49HaGgoHBwcsrQwP336NFq2bAlzc3Po6upi0qRJSExMzFJGt27d8PLlS7kWHqVNtWrVEBoaipCQEBw9ehSBgYFSAq8oPiP//PMP7O3toaqqCuBjCxZ7e/siP468nH9Lk8LeRFZTU4OVlRUqVKiQ4zqmpqaoUqXKJ8vZunUr7OzslPa75+7du+XOSZlvGGXIS13kRltbG1ZWVtDR0clxHUtLyxwnVqpRo4Y0BpadnR0GDx5comMUFie2wCojlixZgqNHj+Lnn3/GypUrFR0OZRIZGYmFCxdi4sSJ0t2msqBmzZr44YcfsHDhQrx+/Vr6AXDs2LFPzuCUlJQEFxcXDBo0CF27di2pcMuc2bNn4927d1iyZImiQymQjBYBpJwmTJiACRMmFGhbPz+/Io5GuVlaWsLS0hJOTk64desW5syZk2v3a5Fp9mEVFRXpLnq9evVQvXp1bN26VWrxkJuqVavi/v37+OuvvxAQEIAxY8Zg9+7d+P333wt+UMXI0NCwyMvM7cZSfm48qaioIDg4GGpq8l/BK1asWKDYFMnMzAx2dnaws7NDYGAgpkyZUiTfMTO/f2fPno3u3bvLLdfS0spzWf99bYpjOI287qNTp07o2LEjvv32W7Rp00ZK8D18+BDt27fHkCFDsGTJEhgYGGDv3r1yMzJnWLp0Ka5fv45vvvkGoaGh0o/b7N6Dyjp0iLq6unROqlmzJhITEzF06FBpJjVl+IwUpj5FKZr9PeMmUVxcHNatWwfgYxIx87K8lPHixQtoaGhIrabWrFkjbW9kZAQVFRXExcVhypQpAD62lE1NTc2yjw8fPmD79u34/vvvC39wxcTDw0OuBai5ubn0/9zqIi9MTEwQFxcHJycnqYtlXFycVIaJiQk+fPiAly9f4ujRowCA3377DSoqKnIJs4zPma2tLQ4ePIgKFSrA19cXPXr0KPjBKwm2wCojzM3NMXnyZGzYsKFU9c0uC8aNGwdTU9PPctbB3EyfPh3ly5eXZvpSUVHBL7/88skfA23btsW8efPQpUuXEoqy7ImOjsaGDRswefLkUtMMnqgsUFVVLVRyViaTQUVFJd9laGtro2PHjli+fDk2bdoEf39/JCcnFziO/LK1tcWdO3ekH5Dp6ekIDw8vln3dunVL7v9GRkZySbHMy1+/fo3Hjx9n6Wajq6ubbSsMR0dHCCEQHx8v/bDIeBSmK5MymDRpEtatWye1kqlWrZr0QzjD9evX89QlKYOTkxMiIyOz1JWFhYXcerq6ukhJSck2cWBoaCjXkunx48f5Oaw8yes+OnXqhJ49e6Jr167o37+/1JIxODgYqampWLVqFVxdXWFra5vjd/UuXbpIN5Yy3+zLeI8W97EWBy0tLaSkpCA1NTVfn5GcPmfVq1dHeHi41Jq/IOcLQ0NDJCcnS2Wkpqbi2bNnBTxC5VW1alUYGhri4sWL0nPnzp1DhQoVYGNjI7fuy5cvERUVleXc7+rqipcvX8qdG8+dO4d69eoB+DicjYODQ5Z9qKqqok6dOnJlHT9+HM+ePcO3335bZMdY1PT09OTel5kTrbnVRWYxMTHZzsju6uqKv//+W+56d/HiRamM2rVrQ0VFJUt9Ojk55dhFPqPF5+dyc5cJrDJk9OjR0NDQYAssJRIREYHffvsN8+fP/2QT0c+Vjo4OqlSpIn1BGDVqFJydnRUcFa1YsQKampoYPXq0okMhUojU1FSEhoYiNDQUwMdxWUJDQxETE1NiMWzfvh1bt25FWFgY7t+/Dy8vL+zYsSNfLU9nzpyJo0eP4p9//sHt27cxfvx4REVFoWPHjtI6MTExCA0NxaNHj5Ceni4dd8aP6507d2Lr1q24ffs27ty5g/3796N69epSl5mS0KdPH7x+/RrTpk3D3bt3MXXqVMTGxuarjMTERMTExEg/QuPj4xETE5OlO+Xy5ctx6dIlXL58GYsWLcLgwYPlll+7dg2//PILIiIiMH78eJiYmKB169Zy67i6uuLBgwc4fvw4YmJi8PbtWwCAjY0N+vfvj4EDB8Lf3x+RkZHw9/dHv3795Loplka1atVC06ZNMW/ePADA4MGDERISgkWLFuHu3btYtGgRQkJCMGTIkDyXOXPmTHh7e2PZsmW4e/cugoKCMHfu3Czjn9WpUwfp6enYvHkzYmJi8ObNG2mZq6srTp8+jfj4eLx+/RobN24s0PH9+++/0mcj4/Hq1StpH0FBQYiKikJKSop0Uy4na9euxfPnzzFjxgwAHxMu6enp2LhxIyIjI7F161YcOHAgx+21tbXh7e2NLVu2SBM2GBgYoFq1atJg+hcuXMClS5cKdKzF7cOHD4iJicHTp09x4cIFzJ8/H82aNYOGhka+PiOurq74448/cPPmTcTExODDhw8APp4vkpKSMHHiRERERGDGjBlZPufPnz+X3itpaWmIiYlBTEyMlBCrXbs2hBDw8fGBEAIrVqz4bLpfZaaqqoohQ4Zg3rx5OHv2LM6ePYt58+Zh2LBhUhfMDKtWrYKNjQ0uX74s93zdunVRv359jB49Gjdu3MD27dtx5MgRjBw5Ulpn+PDh2LBhA/z8/BAcHIwff/wRPXr0gJGRkVxZXl5eaNu2bam9eZqXusjQu3fvLElCAOjbty/evn2L8ePHS9ftd+/eoV+/fgA+tsDq2rUrfvzxRwQHB8PPzw8bNmyQ28f333+PkydPIjIyEqGhoRgwYADU1NTkJjUp1YpxJsRCS0tLE7GxsSI2Nla8efNGJCYmyj3CwsKkKVDv3btXJPtUxmnhPyW/8f7444/CwMCg2KYlpfyZOnWqMDAwUNgU84p+v58+fVrav7a2toiPj8/X9gDEkSNHiie4MurNmzdCX19f/Pjjj7muq+j3T05UVFSynRq+OOK9d++eVGZYWFiW69SbN2+k61jGlMhlSV6nRFY2GVPS//cxa9asfJc1YMCAAm23f/9+4erqKvT19YWmpqaoVauWWL16tbR8+/btolmzZkKIj1PTZ0wRn3l/06ZNE3Z2dkJLS0sYGBiIJk2aCH9/f7n9zJo1K9tjzZi2/ujRo6Jhw4ZCT09P6Ovri1atWomwsLB8H89/Y8uvY8eOiapVqwpNTU3Rr18/0a5dO+mYM5ffvn37bLfP6Tgz6jDjNV+0aJGwtrYWWlpaom/fviIpKUkqo1mzZqJ///6ibdu2QkNDQzg5OYnAwMBs9zdp0iRRvnx5AUCa/lwIIZKSksS4ceNEpUqVhLq6urC1tRWjRo1SyGck45gLAoA4ePCg3HOHDx8Wampq0nfy3bt3i+rVqws1NTVRvXp1sW/fPmndnN6zzZo1E9u3b5fWO3jwoKhdu7ZQV1cXJiYmokOHDuLKlStZ4lm1apUwNTUVAMT3338vPZ+QkCDatm0rDAwMRN26dcXixYsFAPH8+fM8H6uVlVW2752M409JSRF9+/YVBgYGwsHBQaxdu1YAEEFBQTnW17Fjx4SKioo4d+6cEEKI1atXC3Nzc6GlpSU8PDzEihUrhI6OjrT+mTNnssQ9ceJEYWZmJuLi4oQQQpw6dUrY2NgIExMT0adPH9GjR48cPw+F9d/XKa8yfw5VVVVF5cqVxeDBg0VMTIy0Tl4/IwkJCcLDw0NoamoKACIkJERadvz4cVG1alWhpaUlBg0aJNq1ayeGDRsmLc/pNc18TEuXLhXGxsaiSpUqYv78+cLKykosXbpUCJHze9bKykqcOXMm3/VSWGfOnBFWVlYF2jY5OVkMHz5cGBgYCAMDAzFixAiRkpKSZb2M1y6743v48KH4+uuvhYaGhrCwsBDr1q2TW56eni6mTZsmjI2Nhba2tujVq5dISEiQW+fx48dCVVVV+Pj4FOg48qM4X6fc6iJDs2bNcjz/njlzRjg6Ogp1dXXh5OQkzp49K7c8Pj5e9OzZU2hrawtjY2MxY8YMueWDBw8W1tbWQkNDQ1SoUEG0atUqx2uVMsnrd0aZEMrbUffZs2d57u985coVafapwkhKSpKm7ExMTFT6VjH5jffhw4eoWrUq1q5dm202mEpOWloarK2t0aFDB7mBT0uSIt/vHz58QJ06dXDz5k0AHwfffv78eZY7Pp8ik8lw5MgRdO7cuZiiLHvWr1+PMWPG4MGDB7kOtKms58vGjRvj77//zhJTccQbFBSEBg0a5Gnd2NjYHAfb/FwlJyfjwYMHsLGxKdEWO8rE09MT1tbWmD17tqJDUTjWhXKJioqCjY1NqRqzh5SDu7s7PD094enpqehQ8sTFxQW9evXC1KlTFR1KsQgICICnp2e2XdIoK2tra3h7e8Pd3V3RoVAmef3OyC6EZYyVlRU6dOiAbdu2KTqUMu/06dN48uRJqbn4F7X169dLySt7e3skJCTgzJkzCo6Ktm/fjo4dO+aavFJmGYNrXr16VcGREBERUUn75ZdfEBAQgMjISKxcuRLh4eHo2bOnosMioiKg1AksbW1t6f+xsbFITEyUe1y5ckVanp8ZScq63r17Izg4GA8fPlR0KGXar7/+iho1auS59cbn5NmzZ9JsMwCwbds22NnZ4ddff1VgVBQVFYXg4GD07t1b0aEUSkYCK/M1orhkvvZcuXIly3Uq8zg9ma9pREREVDwePXqE3r17w8HBAb/++iuOHDmSrwkEiEh5KXUCK/NMZDo6OlkemX8M5GcK47Kuffv2UFdXh4+Pj6JDKbNevXoFHx8feHp6lsn37v3796XuWwMHDoSbmxs8PT1x+PBhvH79+pPbJiYmyg2u/ODBA2kAYiocHx8faGhooH379ooOpVAyEliBgYHFvq/Mn19tbe1sr1XZrUtlR+fOndlN4f+xLpSLoaEhZs2apegwqBTy9PRE7dq1FR1GjpYtWyYNyh4aGlrqv9fkxtraGuPGjVN0GKXGuHHjYG1tregwqICUegys3MYruXXrFhwdHQEAN2/ehIODQ7HvU9kUNF4PDw/Ex8fjwoULxRke5WDLli0YPnw4Hj16lGU66JKkyPf7mzdvsHjxYowZMwYVK1bEkydPUKVKFXh5eWWZ9SmzgIAANG/ePMvzAwYMgLe3dzFG/Plr0qQJjI2NcfTo0Tytr6znSyEEVFRUYGlpKZfYLI54c7sOKWsdlRSOgUVEREREueEYWPRJ3bp1w8WLF6XppKlkHTlyBO7u7gpNXimanp4e5s2bJ03UULlyZTRv3hxHjhz55Hbu7u4QQmR5MHlVOLGxsbh06RK6deum6FAKLaOl0+PHjxUcCRERERERFRUmsMqojBYsly9fVnAkZdP169fh5uam6DCUTsOGDXH9+nVFh1EmZZwLsmvdVtolJiYiLCwMx44dU3QoVAipqamIj49HamqqokMhIiIiIgVQU3QApBiWlpaoWLEirly5Ag8PD0WHU6a8ePECT58+hbOzs6JDUTrOzs548uQJ4uPjUaFCBUWHU6ZcuXIFZmZmqFy5sqJDyTchBB49eoTIyEjpkaFChQpISEhQYHRUGI8fP8bmzZuxbds2/Pvvv9Lz5ubmGDRoEIYNGwZLS0sFRkhEREREJYUJrDJKJpOhQYMGJTLIMcm7ceMGADCBlY2MOrlx4wYH+i1hgYGBaNCgQakcaPzMmTNo2bKl9He5cuUgk8kghJBLXmU8R8ovJiYGo0aNgq+vL7R1dNC1Z1+41KkHXV09JCa+wfWQYKxavRoLFixA586dsX79eqk7MhERERF9npjAKsMaNmyIpUuXIj09HSoq7E1aUm7cuAFNTU1Ur15d0aEoHTs7O2hoaDCBVcLS09MRFBSEn376SdGh5MujR48QFxcn1zIHAN6/f5/t+pmTV6GhodDS0gIAGBsbo0qVKsUXKOXL3bt30bp1a7xLTsG8pavRpXsf6Orpya3Ts++3mDJzPo4c2ovVSxfAzc0NJ0+ehJ2dnYKiJiIiIqLixqxFGVa7dm28evUKT58+VXQoZcr169fh4OAANTXmj/9LTU0NDg4OHAerhD19+hSvX7+Gi4uLokPJs0ePHqFGzZpwdXXFN998k+/tmzZtCldXV7i6uqJGzZpysxXOnj0bMplM7lGzZs2iDJ9yEBMTg9atW0NNXQNH/ziHbwYOy5K8yqCrp4dvBg7D0T/OQU1dA61bt0ZsbGwJR0xEREREJYUJrDIsY6wbJrBK1o0bN9h98BOcnZ2lbpZUMp48eQIApWosobi4OCS/ewd997Go0HlxgR/67mOR/O4d4uLi5Mp3cHBAdHS09Lhw4YKCjrRsGTVqFN4lp2DXoWOwqJy3VnEWlatg16FjeJecglGjRhVzhPnn6emJ2bNnKzoMpcC6UC5RUVGlstt4Bm9vb+kmg66urqLD+SSZTIZDhw4VePuAgADIZLIs1ypFcXd3V9jsz+7u7tLrPnr06EKVtWrVKlhbWxdNYAoUEBDwWRxHSbG2tkZAQICiw6ACYgKrDLOwsADABFZJ+vDhA27dusUE1ic4Ozvj5s2bSEtLU3QoZUbGOSDjnFCaqBlaoJxx1QI/1AyzP2Y1NTWYmZlJD2Nj4xI+srLn8ePH8PX1xfeTpuY5eZXBonIVjJ04BUeOHJESsoUxf/58ODk5QUdHB+bm5hgyZEiJ/3CMiIhA8+bNYWpqCm1tbTg7O2PXrl35KsPHxwf16tWDgYEBDAwM0KJFC1y5ckVa/uLFC7Rp0wbm5ubQ1NSEnZ0dVq5cWdSHQp+hzC1UK1asiK5du+Kff/4p0Rh69eqF6OhorFq1qlj3Y21tjWXLlhXrPsqKzC2cy5UrBxsbG8ycORPp6el5LsPHxwfR0dFo1KhRoeMZNmwYgoKCCl1OaZaSkoKRI0fC0NAQhoaG+O677/I92++jR4/Qpk0baGlpwdLSEuvXr89x3e+//z5LQvfs2bNo3bo1TExMoKenh6ZNm+Ls2bMFPqbidPDgQVSvXh2amppo3Lgxbt26la/thRCYMWMGTE1Noauriz59+uDVq1fS8gsXLqBJkyYwMjKCrq4uGjZsCH9/f7kyrK2ts/QUKEsJOSawyjAjIyOoq6szgVWCnj9/juTkZFSrVk3RoSgtW1tbJCcn49mzZ4oOpcx4+vQpNDQ0OPNjJv/88w/Mzc1RtWpV9OvXT66LIRWPzZs3Q1tHB1269ynQ9l179IWWtjY2b95c6Fj+/vtv/PTTT7h69Sp8fHwQHByMXr16Fbrc/FBTU0P//v1x6tQp3L59G99//z0GDRqEU6dO5bkMAwMDTJs2DYGBgbh69SocHBzQunVrKRknk8nQoUMHHDt2DBEREVi8eDFmzZqFLVu2FNdh0WfEy8sL0dHROH78OF68eIF27drlOAZhcdDS0oKZmRkMDAxKbJ9UeDVq1EB0dDSioqLg5eWFjRs3YvXq1XnevkKFCjAzM4O6unqhY9HW1oaJiUmhyynNpk+fDl9fXxw9ehRHjx7FkSNHMGvWrHyV0b17d6SkpODy5cv4+eefMXbsWJw8eTLLen/++We2w4QEBgaiUaNGOHbsGEJCQtCgQQO0bdsWd+/eLfBxFYcbN26gT58+GDx4MK5evQpLS0u0b98eKSkpeS5j/fr1WLlyJbZs2YKAgADcuHEDI0aMkJZrampi9OjROHfuHMLCwtC5c2d06tQJt2/flitn5syZcj0FGjduXGTHqeyYwCpB//77Ly5cuICXL18qOhQAH7+4mpubM4FVgpKTkwF8vGAqg8yDWivL7GwZA2vn52JAhfPvv//C3NxcabqSvHz5EhcuXMgyOHtJadiwIby9veHv748NGzbgwYMH+OKLL/DmzRuFxFNWbNu2DV179s1xzKvc6OrpoWvPvti2bVuhYzl27Bj69++PmjVrws3NDbNmzcLp06fl7pIWt2rVqmHw4MFwdnaGtbU1Bg8eDCcnJ5w+fRrAx+5TLi4uaNiwISpXroyNGzfCxMQEDRs2xOvXrwEALVu2RJcuXVCzZk3Y2tpiwYIFePnyJa5duwbg4w/B0aNHo27durCyskKXLl3QqlUraR/A/+4WW1paShOQrF27tsTqAfhf96m1a9fCwsICBgYG+P777+Va6u7cuRP16tWDnp4eDAwM0L179yzfbw4cOAAHBwdoaWnB3NwcgwYNklseFRWF9u3bw9DQEPr6+mjSpEm+766XJYaGhjAzM0O9evUwceJE3Lt3D3fu3JGW79+/HzVq1IC6ujpq1KiBgwcPSstmz56NZs2awc7ODvb29li9ejUMDAzQvn17udf14MGDcHR0hJaWFhwcHHDgwIF8xeju7i7Xzaw4uuJ5enqiQ4cO0t8ZXTODg4OzXf/FixdwcXHB0KFDpe9eK1asgJOTE7S1tWFsbIxBgwZJn+PsBAUFoUKFCvj1119z3Od/41IWGS2cLSws8NVXX8Hd3R2XL1+Wlr979w5jx45FxYoVpfdEVFRUvvbx+++/w9bWFtra2lI9eHp6Sst37doltVzJruudt7d3lm6pmVvieXp6on379rCwsEDjxo0xf/586OnpYejQofmKU9HS0tKwdetWTJ8+Hc2aNUOzZs0wffp0eHl55bknxLVr1xAUFIS1a9fCxcUFgwYNQpcuXbBhwwa59eLj4/Hdd9/By8srSxk//vgjZs+ejYYNG8LW1hbLly+Huro6fv/99yI5zqKyZcsW1KlTB5MnT4aDgwM2b96Mp0+f5ivOTZs2YeTIkfDw8EC9evWwZMkSHDx4EC9evAAA1KtXD3369IGDgwNsbGwwZcoU6OrqZhnKQk9PT66nQFEkdEsLJrBKSEBAAKpWrYovvvgC9vb2ePjwoaJDAgDo6+vj7du3ig6jzMhIYGloaCg4ko8/Sr777jvp71GjRilFEiujbjLqiopfUlIS9PX1FR0GAODhw4eoWbMmvvjiC1SrVk0hTaLbtm2LHj16wNnZGa1bt8aJEyfw8uXLfP9worxLTU3Fv//+C5c69QpVjkudenj69GmRtwJ5+fIltLS0FHbuFkLgzz//RHh4OFxdXaXnHz58CC8vL9ja2mLZsmU4d+4cEhIScOLEiSxlpKamYv369dDS0kKtWrWy3c/Vq1dx/vx5uX34+Phg2bJl2LBhA+7cuYNNmzYpbLyh7du349ixYzhw4AB27dol19ru2bNnmDhxIq5evYqzZ8/i2bNn+Pbbb6XlMTEx6NevH/r164fw8HD4+fllmbVyzJgxePPmDc6fP4/g4GAMHTq0RFsUlVaJiYlSdyBNTU0AQHh4OPr27YuBAwfi5s2bGDhwIPr06YOIiAhpu6dPn+Lo0aNIT0/HwYMHcfHiRVy6dEnq0nXmzBkMHDgQP/30E27duoXp06djwIABCAwMLPmDLCIJCQn46quv4Orqis2bN0s3jhISEjBv3jyEhYXh2LFjCAwMxPjx47Mt49q1a2jTpg2WL1+OAQMGlGT4Re7evXu4ePEi6tatKz03cuRIXLlyBb6+vggKCoKpqSk8PDzynFB58eIFevToAQ8PD4SEhMDCwiJLa6Du3bsjOjoac+bMKXDsr169gr+/P+7cuYPr16/j1KlT2LZtG6KjowtcZkmLjIxEQkICmjRpIj335Zdf4sWLF3jw4EGeyrh69SoMDQ3h4OAgV8Z/E7gjRozA8OHD8zQL+7t375Camory5cvn8UhKxtWrV+XqysDAAM7Ozjkmq/8rJSUFt27dylLfaWlpCAkJybJ+Wloadu/ejZcvX6JOnTpyy5YvXw5jY2PUq1dPYePRKQqnQSsh48ePl74EPX/+HAsXLsTGjRsVHBVQrlw5fjkrQRmtijK+4ClSSEgIdu7cKf29Y8cOjBs3LssJsqRl1A1bYJWc9+/fo1y5cooOAwCwcOFC6c54amoqxo8fn+1FvbgJIeDh4QENDQ38+uuvsLOzw71790o8jrIiMTERAKCrW7DWVxkytn/z5k2RdYlNTEzEwoULMWrUKIWcuxs3bozg4GDIZDKsWbMG3bp1k5bVrFkTzs7OcHNzQ1RUFOzt7VG3bl25Lq+vXr2ChYUF3r17B1NTU5w+fVqaxCVDnz594OPjg/fv32PmzJmYMGGCtCwqKgrly5dHmzZtoKamptCBgufMmSNdo4YPH44tW7Zg5MiRAIAffvhBbt1JkyahU6dOSElJgYaGBp4+fYoPHz6gc+fOsLa2hrW1NerVk0+YRkVFoW3btnBycgKALAkukvfNN9/A09MTSUlJAD62Ssn4cbplyxbUrl0bkydPBgBMnjwZhw4dgpeXl9SKpV69erC3t0edOnVgbW0NR0dH1KhRA48ePYKbmxvmzJmDMWPGSDPNVq1aFX5+fti+fTsaNmyogCMunFevXqFVq1ZwcXHBli1b5Fo9z507V/p/tWrVMGLECCxcuDBLGdevX0fv3r2xZMkSDBw4sETiLmrh4eHQ1dVFWloakpOT0a9fP0yaNAnAx8/gjh07EB4ejho1agAA1q1bBz09PQQFBcHNzS3X8vfu3QsdHR0sXboUqqqqmDt3bpYf+JqamjAzM4NeAVv8Ah9nM3ZycoKdnR1atGiBhg0bwsTEBI8fP0alSpUKXG5Jev78OQDA2NgYXbp0gaqqKtasWSMts7W1zVMZRkZGSEpKgr29PSZOnAgTExOpbOBjC9mHDx9i7969eYpr7ty5MDU1Rffu3QtwVMXn+fPnMDY2ho+PD4YPH45r167B2NhY7lg/5cWLF0hPT4exsTHGjx8v3SxRV1fPUkblypURExMDHR0d+Pr6on79+tKyCRMmoG7dutDR0cGxY8cwePBgqKqqFmhW7tKILbBKSEJCgjRAoRBCaboRqqio5GvgRCqcjLtHKiqK/+hl9x5UhvdlRt1wEPeSI4RQqu6DGS0B09PTkZCQoJA4/v33Xxw7dgyHDx9GgwYN8M8//5SaL6SlUUaLnsTEwnXTzNi+MD9KMvvw4QP69u0Lc3NzzJ8/v0jKzK/9+/fj6tWrWLhwIaZOnSrX+iQjoaapqSn3/3fv3knr6OnpITQ0FJcvX0b79u0xaNAgxMfHy+1j5cqVCAkJgZeXF9atWwc/Pz9pWZcuXSCEgJ2dHYYOHYpdu3ble4DfouLo6Cj938HBAffv35f+DgkJQceOHVGlShXo6emhZ8+eEEJIyRVnZ2c0btwYTZs2Re/evfHLL79k+cEwfPhwrFy5Eu7u7pg6darcgPeU1dKlS3Ht2jVs2LABHTt2lOsydO/ePSkRmMHFxUXuRkBu798bN25g5cqV0NXVlR6HDx9GZGRkcR9asRg/fjxCQ0Ph4OCQ5Xvg6dOn0bJlS5ibm0NXVxeTJk2SEvuZdevWDS9fvpRr7VLaVKtWDaGhoQgJCcHRo0cRGBgoJfDCwsIghICrq6v0mpuamiI9PT3Pr/s///wDe3t7qKqqAvj4vdLe3r7IjyMv59/SxNzcvFDfc9TU1GBlZZXl5tHjx4/xww8/YNu2bdJr8in79u3DunXr4OPjozRDrvyXvr4+rKysCtUq29TUFFWq5Dxhzfnz5xEUFITRo0djxIgRcte7sWPHomnTpqhTpw5mzJiBQYMGSYnHskDxv6LLiN69e0Mmk0FVVRXp6elyd1AVSZlaXpQFGSc6ZWhdVK9ePbkLVaVKleS6jShKRt0oQzfLskJNTQ0fPnxQdBgAPn45T09Pl77k9O7du8Blpack4uWfSxH/23S8u3ceIi1vrU0nTpwod5cwPDwcr1+/Rs2aNQscC32auro6zM3NcT0kb83wc3I9JBgWFhZFcl1LT0/Ht99+i+joaPj5+SlsfAlLS0s4OTlhwoQJ6NSpU566vGTuDq6iogJbW1vUr18fXl5eSE1NxdatW+XWNzMzQ61atTB48GCMHTsWU6dOlZZVrVoV9+/fx+rVq6Gvr48xY8agU6dORXeAhZBxnElJSfj666+hra2NAwcOICQkRJoFK+MmXbly5XD+/Hn4+fnB0dER69atg4uLi1ySfPTo0bh37x769++P27dvw83NDfv27Sv5AyslzMzMYGdnhxEjRsDIyAhTpkwpknIzv39nz56N0NBQ6XH79m1s3749z2X99+ZMcdy0zes+OnXqhD179mDGjBkICwuTnn/48CHat2+PWrVq4bfffkNoaCimTZuWbTlLly7F8OHD8c0330jJ2exi+FQciqaurg5bW1vUrFkTHh4e+Pnnn7FkyRLpdVdRUUFwcLDc6/7PP/+gY8eOJRZjYepTGYbjyKuMAezj4uKwbt06rFmzRmoFn9fB7U1MTPDixQtoaGjg/Pnz6N+/P+Li4qTtr169iri4OLi6usol+/r27Yu+ffvKleXn54dhw4bB19dXrlupsjAxMUFcXBy++uorBAcHw9TUVO5Yc2NkZAQVFRXExcVhypQp8PHxwZs3b5CampqlDBsbG9SpUwfz589HzZo1sWLFihzLrVOnjtIMT1QSmMAqIfPnz8fixYvRt29f7NmzBz169FB0SAA+JguYwCo5ytQ9Tl9fH3/88Yf09x9//KEU4yApUzfLskJdXV1pxhzr0aMHdu/ejb59+2LJkiWFavXyPuYOUh5ewfvYCLwO+AXPtvdF7JYeiN3SAy//XIKUJ9chRNYvpE+ePJFLEmS0UOvYsaPcIMRUtAYNGgSfA3uQWMDB8hPfvIHPgT1ZBuYuCCEEBg8ejNu3b+PkyZNKcW4EAFVVVbkfrfklk8mgoqLyyTKy24e2tjY6duyI5cuXY9OmTfD391fIOSPzgOq3bt2SZvS9c+cO4uLisHjxYri5ucHW1jbbLh0qKipo2rQppk+fjvPnzyM6OjpLKysrKysMGTIEvr6+aNOmDY4ePVq8B/WZmDRpEtatWye1kqlWrZpckgb42P0tL12SMjg5OSEyMhK2trZyDwsLC7n1dHV1kZKSkm3iwNDQUK4l0+PHj/NzWHmS13106tQJPXv2RNeuXdG/f3+pJWNwcDBSU1OxatUquLq6wtbWNsdxlLp06YIlS5YAkO82a2hoCADFfqzFQUtLCykpKUhNTYWjoyOEEIiPj8/yuv+3Za2urm62rZ2qV6+O8PBwqSV/eno6wsPD8xWToaEhkpOTpTJSU1M/y9mxq1atCkNDQ1y8eFF67ty5c6hQoQJsbGzk1n358iWioqKynPtdXV3x8uVLufPzuXPnpC7aX331FW7fvi2XkASAZcuWSd2JAcDf3x/9+/fH/v370aJFi6I+1CLh6uoqV1evXr3CjRs3snRH//DhA6KiorJMFqGhoQEHB4cs9a2qqvrJIVxyu/bfuXNHod37SxoTWCVEVVUVkyZNwo4dO9CnT8GmCC8O0dHRMDMzU3QYZYayDVCe+eL03wuVoijTQPdlRcWKFRETE6PoMCR9+/bFjh07MGnSpDw1N8+JhlU9VBxyEMZ9N0PHtTdUtP83GGjKwyC89J+HhKMfWwy4urpi0KBBCA4Oxr59+9CjRw+oqf1vmMj09HS8f/8ePXv2xLx580rVHdbSYtiwYXiblIQjh/I2RsZ/+Rzcg+R37zBs2LBCxzJixAicPn1a6i4XExODmJiYEu3avH37dmzduhVhYWG4f/8+vLy8sGPHDnTt2jXPZcycORNHjx7FP//8g9u3b2P8+PGIioqSWjL4+fnhl19+QUhICB48eIADBw5g+fLlcvvYuXMntm7ditu3b+POnTvYv38/qlevrpCbDLNmzUJISAj++OMPbNq0CYMHDwYAVKlSBRoaGvDy8sKDBw9w6NAhrFu3Tm7boKAgzJ8/H1evXkVUVBQ2b96McuXKybWsnDBhAk6ePIkHDx7gzJkzuHr1apZucJS9WrVqoWnTppg3bx4AYPDgwQgJCcGiRYtw9+5dLFq0CCEhIRgyZEiey5w5cya8vb2xbNky3L17F0FBQZg7dy527dolt16dOnWQnp6OzZs3IyYmRm7GWFdXV5w+fRrx8fF4/fp1gcef/ffff+V+gIeGhkqzkrq6uiIoKAhRUVFISUnBqlWrPlnW2rVr8fz5c8yYMQPAx4RLeno6Nm7ciMjISGzduvWTk4Zoa2vD29sbW7ZskSZsMDAwQLVq1aTB9C9cuIBLly4V6FiL24cPHxATE4OnT5/iwoULmD9/Ppo1awYNDQ3Y2Nigf//+GDhwIPz9/REZGQl/f3/069cvy5ACrq6u+OOPP3Dz5k3ExMRILcn79OmDpKQkTJw4EREREZgxY0aWbtPPnz+X3itpaWnSOT4jIVa7dm0IIeDj4wMhBFasWPFZjhmsqqqKIUOGYN68eTh79izOnj2LefPmYdiwYVm+f61atQo2NjZyM0YCQN26dVG/fn2MHj0aN27cwPbt23HkyBFpfEJdXV3UrFlT7gF87LJobm4O4GMX2m7dumHZsmWoU6eO9Hpk141WkTKf127duoVhw4bBwsICbdu2lVvvyZMnsLGxwcSJE7OUMXz4cGzYsAF+fn4IDg7Gjz/+iB49esDIyAjAxxlJ9+3bh/DwcOnceerUKem6fOnSJSxbtgwhISG4f/8+NmzYgE2bNmHMmDHFXwFKggmsMuzt27d4+fJlljtZVHwyZtP4HO/iFJWMusm4m0jFz8LCAgkJCaV23IbcqGqXh26dbjDpuxkVhxxExSEHYdR9FbQd2gGy/31B2759O+rXrw+ZTIZt27Zl6VaZkbSaMWMG+vbtqzSJ6M+FpaUlOnfujNVLF+Dpk0e5b5DJ0yePsHrpAnTu3DnLAOUFsXnzZjx69AhOTk6oVKmS9CjJFg06OjrYsGEDmjZtCkdHR6xatQpLlizB2LFj81xGeno6fvzxR7i4uKBx48YICgrCb7/9JnUX19PTw/79+9GyZUvY29tj2rRpGDNmDBYtWiSVYWBgAC8vL7i5uaFhw4Z48+YNfHx8ivx486Jfv35o27Ytunfvjn79+mHEiBEAPnbr+PXXX7Fv3z7UqlULa9euzdLV0sDAABcuXECbNm1Qq1YtHDp0CAcOHICVlZW0TlpaGkaNGgV7e3v0798fffv2lQaXptyNHj0aO3fuxP379+Hg4IBdu3Zh27ZtcHBwwLZt27Bnz558dcVu0aIF9uzZg927d8PJyQnt27fHlStXpMG9M1SrVg0rVqzAzJkzUalSJSkxlBGTo6MjqlatiubNm6NLly4FOraVK1eiTp06co8///wTANCzZ0907twZtWvXhqurK7766qtPllWhQgVpMPvz58/D2dkZq1evxoIFC+Do6Ag/Pz9Mmzbtk2U0adIE48ePx+DBg/HixQsAwKZNm3DixAmYmppi/fr1StPV978iIiJQqVIlWFlZoU+fPqhduzb27NkjLd+4cSPatWuHQYMGwd7eHmPGjEH58uWhpaUlV8748eOl5EmlSpVw8+ZNAB+7aR04cAB+fn5SMqRFixZyN0Yztpk5cyaePHkineP3798P4GNLzMWLF+O7776DtbU10tPTYWlpWQK1U/LmzZuHTp06SY/OnTvj559/zlcZhw4dgrq6Oho0aIAZM2bgl19+QevWrfO8/Y4dO/D27VsMHz5c7pqbuYWWMnBxccHevXuxZcsW1K1bF48fP8axY8fyddP9u+++w7hx4zB48GA0a9YMTk5OcuMHqqurY/78+WjQoAHq1q0rzbrr4eEB4GMPlT179uDLL7+Eo6MjNm7ciM2bN6N///5FfrzKSiaU+DZyUlJSpoFdE6GjoyO3/NatW9KAnjdv3iySAQ1z26eyKUy89+7dQ/Xq1fHXX38pbVPNz1HVqlXRtWtXpTgpK+P7/YcffoCvr6/cYIVUvP766y989dVXuHfvntQlJy8U+f65du0aXF1dUaHzYpQzrlrgct7HRSLe9yepC8f69euz3N3PjoqKCurVq4clS5bA3d0dQPbXIWX8jJWk5ORkPHjwADY2NnlqsRMTE4NGjRpBTV0Duw4dg0XlnAc4zfD0ySP0794BH1JTcPnyZVSsWLEoQi8ynp6esLa2xuzZsxUdisIVtC4CAgLQvHlzaQYoKhpRUVGwsbFhi1LKN3d3d3h6esLT01PRoeSJi4sLevXqJTe+3+ckICAAnp6eiIqKUnQopYK1tTW8vb2l72+kHPL6nZEtsMqwp0+fAgBbYJUwZ2dn3LhxQ9FhKK0bN27A2dlZ0WGUKRnngIxzQlkkk8nQqFEj7Ny5M09fANPT0xEcHKw04xl+LszMzHDy5El8SE1Bp6+/xI5tm3IcEyvxzRvs2LYJHq2+wIfUFPzxxx9Kl7wiIqKS98svvyAgIACRkZFYuXIlwsPD0bNnT0WHRURFQC33VehzdffuXaioqHy2TWKVlbOzMzZv3qzoMJTWjRs3pG4hVDKqVKkCFRUVRERE4Msvv1R0OAqXeSDSnGTM3Pj27dsSiKhssbOzw+XLlzFq1CjM+HEcFsyeiq49+8KlTj3o6uohMfENrocEw+fAHrx7+xZdunTBunXrmLwiIiIAwKNHj7BgwQK8evUKNWrUwJEjR/I1gQARKS8msMqwwMBAODk5QVtbW9GhlCkuLi6IjY1FbGwsf3D9R2xsLJ49ewYXFxdFh1KmaGtrw9HREVeuXMHQoUMVHY7C3bx5E6qqqlkG7M5IWhkbG6Nbt27o2rUrTE1NPzlzDBVMxYoVcejQITx+/BheXl7Ytm0bdm77X+LfwsICE8aPx7Bhw4pkzKvi1LlzZ47p9/8KWhfu7u7s5lYMDA0NMWvWLEWHQaWQp6cnateuregwcvTfGe4+d9bW1hg3bpyiwyg1xo0bV6Zm7fvcMIFVhl25cgVubm6KDqPMyegeFxYWxgTWf2R0rWQXwpLXoEGDLNPJl1W3bt1Ceno6AEiJrCpVqqBXr17o0qULGjZsCBUVFWldKj6WlpaYM2cO5syZg9TUVCQmJkJXVxfq6uqKDi3POnfurOgQlAbrQrkYGhpybDYqkNIy9lVZwQRW/rCuSjcmsMqoxMRE3Lp1K1+zGVHRqFq1KrS1tXH9+vVcZ6opa65fvw5tbW1UrVrwQbmpYBo0aIBt27ZJCYLS4sPLwo3bldP2Qgg4OjqiR48e6NKlCxwdHSGTyQq1LyocdXV1VKhQQdFhEBEREZGCMIFVRl25cgXp6elo0KCBokMpc1RVVeHo6IjQ0FBFh6J0rl+/DicnJ6l1C5Wchg0bIj09HVeuXCkVs5IaGxtDU0sLrwN+KXRZmlpacjObbd26FXPmzIGVlVWhyyYiIiIioqLBBFYZdfToUZibm8PR0VHRoZRJ7u7u2Lp1K1JTU0tVV5jilJKSghMnTmDIkCGKDqVMcnR0hLm5Ofz8/EpFAqtKlSqIuHMHcXFxed7m3bt3aNq0KQDgwoUL0NLSAvAxGValShVpPTU1NSaviIiIiIiUDBNYZVB6ejp8fHzQtWtXtnRRkG+//RZLlizB8ePH0aVLF0WHoxSOHz+O+Ph4DBgwQNGhlEkqKiro0qULDh8+jBUrVpSKc0OVKlXkEk+5SUpKkv5fu3Zt6OjoFEdYRERERERUDJT6F0rmGWeSkpKyPDJPX87ZafLuypUrePLkCbp3767oUMosBwcH1KtXD97e3ooORWl4e3ujfv36qFWrlqJDKbO6d++OJ0+eICgoSNGhlBqZrz1v377N9lqV3bpERERERJQ/Sp3AypygqlixInR1deUemcdvevfunSJCLJUOHz4MU1NTqSsNKYanpyeOHz+O2NhYRYeicLGxsThx4gRntVGwL774AiYmJjh06JCiQyk1Ml97GjRokOU6lXmm0czXNCo7PD09OdPb/yvKuujcuXOBrhkvX76ETCZDQECA3PNRUVGQyWQIDg7OcVt3d3eMHj06x+WzZ8+GTCaDTCYrFUM0ZBwzfZpMJivy62Lt2rWlz0LG65Dx+NR7MDQ0FDKZDFFRUUUaT365u7sr7Casu7u7VFef+jzmxapVq2BtbV00gSlQQEDAZ3EcJcXa2jrLNYBKD6VOYFHRS0lJwY4dO9CjRw+oqqoqOpwyrXfv3lBVVcWePXsUHYrC7d69G6qqqujdu7eiQynTVFVV0bNnT+zcuRMpKSmKDodIYWbPno2aNWtCW1sbFStWRP/+/REdHV2iMURERKB58+YwNTWFtrY2nJ2dsWvXrnyV4ePjg3r16sHAwAAGBgZo0aIFrly5IrdO5h/OGQ9F/zguTgYGBoiOjkbjxo2LvOyJEyciOjoaP/zwQ5GXrWxkMhkqVqyI1NRU6Tlra2ssW7ZMgVEVzJs3bzBmzBhUqlQJWlpacHJygq+vb4nt39LSEtHR0Vk+m9lxdHREdHQ0LC0tSyCyopc5yVuuXDnY2Nhg5syZSE9Pz3MZPj4+iI6ORqNGjQodz7Bhw8p8q/OUlBSMHDkShoaGMDQ0xHfffSf3uc6LR48eoU2bNtDS0oKlpSXWr18vtzwv19QtW7agZs2a0NLSQrVq1bBixYpCH5si5FYXeREQEABnZ2doaGjA2dkZ586dk1uekJCA3r17Q1dXF6amppg5c6bc8g0bNsDZ2Rm6urowMjKCh4cHIiIiCnVcykSpE1jGxsaIjY1FbGws3rx5g8TERLlHWFiYtC6n1s6bAwcO4NmzZxg1apSiQynzjIyM0LFjxzLfjVAIAW9vb3h4ePBzrAS+++47xMbG4uDBg4oOpVTI/J4NCwvLcp168+aNdB3LPNMhKbeqVati/fr1uHXrFvz9/fH06VP06NGjRGNQU1ND//79cerUKdy+fRvff/89Bg0ahFOnTuW5DAMDA0ybNg2BgYG4evUqHBwc0Lp16yyTH3h5eSE6Olp6lNYfx3khk8lgZmZWLBOo6OrqwszMDLq6ukVetjKKi4vD4cOHFR1GoaSnp6NDhw44ffo0duzYgRs3bmDKlCn4999/SywGVVVVmJmZwcTEJNd11dTUYGZmVqpvQteoUQPR0dGIioqCl5cXNm7ciNWrV+d5+woVKhTZZ1hbWztP9f45mz59Onx9fXH06FEcPXoUR44cwaxZs/JVRvfu3ZGSkoLLly/j559/xtixY3Hy5ElpeW7X1LNnz2L48OH44YcfEB4ejvnz52Py5MmlskdAbnWRm9jYWHTs2BHNmzdHSEgImjdvjo4dO+L58+fSOsOGDUNYWBgCAgLg5eWFFStWYNOmTdJyMzMzLF68GKGhoTh//jw0NTXRunVrpKWlFemxKowoxSIjIwUAAUBERkYWSZmJiYlSmYmJiUVSZnHKT7zp6enCxcVFfP311yUUHeXmt99+EwDEtWvXFLJ/ZXi/X7t2TQAQx44dU8j+Kauvv/5a1K5dW6Snp39yPWV4/+RHccRbHNehz8m7d+/E7du3xbt37xQdSqH4+fkJmUxWoOMYMGCAmDVrVpHEUbduXTFlyhQhhBDbt28Xzs7OokGDBsLCwkJs2LBBGBsbiwYNGohXr15lu/3r168FAHHy5EnpOQDi4MGDOe4zPT1dTJ8+XVSuXFloaGgIW1tbsWbNmgLFX5i68PPzE1WrVhVaWlqif//+om3btmLAgAFZym/fvr3YuHGjqFy5stDU1BS9e/eWlquqqkqf1zNnzsht++DBAwFALFq0SNpP79695c4VzZo1E/369RPt2rUTGhoawtHRUfz9999ZYp01a5ZwcHDI9jjevn0rxowZI0xNTYW+vr5o166dePDgQYHqpLAyjrkgAIgOHTqIpk2bSs9ZWVmJpUuXCiGEiIuLE7179xbm5uZCXV1d2NnZiS1btmQp59SpU6JRo0ZCU1NTVKxYUQwdOlRu+YEDB4SDg4PQ1NQUtWrVEvv37882lq1bt4pevXoJHR0dYWRkJA4dOpSn4zh8+LBQUVER9+/f/+SxLlu2TDRp0kRoa2uLFi1aiGfPnknLf//9d9GkSRNhYGAgtLW1xddffy1u374tV4aXl5cwNzcXurq6YsKECcLFxSXLZyHj9QgKCsoSw+PHj6X3LgCFvWcyNGvWTGzfvj3f22X32ejRo4fo2bOn9HdePyPNmjUTo0aNynY/J06cENWqVRNaWlrSeSHz+WLnzp1SXVpZWWXZfvv27UJHR0fuuczv7wEDBoh27doJc3Nz0ahRIzFv3jyhq6srhgwZkseaKFpnzpzJ9jhy8+HDB1G+fHmxdu1a6bm1a9cKIyMj8eHDhzyVcfXqVQFA3Lx5U3que/fuolOnTjlu899r6pIlS4S1tbXcOvXq1ROTJ0/Ox9HknZWVVZZrQFEoSF381/Lly4WpqalIS0sTQgiRlpYmTE1NxcqVK4UQQjx//lyoqKjI/W6aOHGicHFxybHMGzduCAAiIiIiX8dT0vL6nVGpW2BR0fL398f169cxefJkRYdC/69169aoXLky5syZo+hQFObnn39G5cqV0bp1a0WHQv/vp59+QmhoaL7uGBHlx4oVK1C5cuVcHx4eHlm29fDwyNO2RdX9ID4+Hjt27ICjoyM0NTWLpMz8EkLgzz//RHh4OFxdXaXnHz58CC8vL9ja2mLZsmU4d+4cEhIScOLEiSxlpKamYv369dDS0soyWca4ceNgYmKCxo0b4/jx43LLfHx8sGzZMmzYsAF37tzBpk2bSryF0fPnz9GrVy/07NkTISEhqFSpEv74449s1w0NDYWvry98fHxw9epVtGzZUlr29OnTXLtRbNy4Eb/++iv++usvBAYGZhmza9++fWjVqhWuX7+OBg0aoFu3bvnqbjNy5EhcuXIFvr6+CAoKgqmpKTw8PErlnfFevXohPDwcN2/ezLIsMTERlStXxqFDh3Dnzh389NNPGDZsmFxXmNu3b6NNmzZo1KgRrl69it9++02uVc2ZM2cwcOBA/PTTT7h16xamT5+OAQMGIDAwMMv+5s6dC1dXV1y7dg0HDhxA+fLl83QM/v7+qFevHqpWrfrJ9davX4958+bh7NmziIiIwOLFi6VlMTExGDhwIC5evIjg4GDo6enBw8ND6hYXFhaGYcOGYfLkyQgKCsKzZ8+yrbNPMTc3R3R0dL5aYJYG9+7dw8WLF1G3bl3pucJ+Rl68eIEePXrAw8MDISEhsLCwyPJ9pnv37oiOji7U9+9Xr17B398fd+7cwfXr13Hq1Cls27atxLubF0ZkZCQSEhLQpEkT6bkvv/wSL168wIMHD/JUxtWrV2FoaAgHBwe5MnIayy27a2qTJk3w77//SueHa9eu4e7du2jTpk1BD00h8lsXOZXRqFEjaTZwFRUVNG3aVCojJCQE6enpWV6zsLCwbIf/SEpKgpeXFypWrIjKlSsX9NCUipqiA6CSkZaWhmnTpqFRo0Zwd3dXdDj0/8qVK4dly5ahd+/eOHHiBNq1a6fokErU8ePHcfToUezfvx9qajwdKYvmzZvDzc0NU6dORatWrUp1VwVSTq9fv8bTp09zXS+7rmzPnz/P07avX78uUGwZjh07ht69eyMpKQlubm45JkyKW+PGjREcHAyZTIY1a9agW7du0rKaNWvC2dkZbm5uiIqKgr29PerWrYtHjx5J67x69QoWFhZ49+4dTE1Ncfr0abkvsQsXLkTz5s2hoqKCXbt2oWPHjjh79iy++OILAB8HmC5fvjzatGkDNTU1hQwUvHfvXhgYGGD+/PlQUVHBwoULcxwP7M2bN9i3bx8MDAwAQC5ZV7FiRWhoaHxyXxMnTpQmuZk8eTImT56MpUuXSsvr1KmDcePGAQBWrlyJ3bt3w9/fP9tk639FRUVhx44dCA8PR40aNQAA69atg56eHoKCguDm5pZrGcpEU1MTnp6eWL9+fZZxXqysrOTqzcbGBuvWrYO/vz++/PJLAMDixYvRuHFjLF++XFqvfv360v/nzJmDMWPG4JtvvgHwsRuSn58ftm/fjoYNG8rt78svv8SkSZMAAHZ2dnk+hkePHuWpy+zAgQOl78/dunWTGzfpv5MJzJo1C87Ozrh37x7s7Oywfft21K9fH2PGjAEArFmzBgcOHMhzjMDHH7FmZmaIiYnJ13bKKDw8HLq6ukhLS0NycjL69esnvXZF8RnZu3cvdHR0sHTpUqiqqmLu3LlZhuvQ1NSEmZkZ9PT0CnwcTZs2hZOTE+zs7NCiRQs0bNgQJiYmePz4MSpVqlTgcktSRrc0Y2NjdOnSBaqqqlizZo20zNbWNk9lGBkZISkpCfb29pg4cSJMTEzkurwBn76mNm7cGHv27EH79u2RnJwMFRUVbN68Gc2aNSvCoy1+ea2L3MqoUqUKAgMD0bZtW/j7+8PY2Fgam/L58+dQU1ODoaEh6tati+bNm6N79+5IT09HfHy89N4LCwtDo0aN8PbtW9jZ2eHcuXPQ1tYujsMucWyBVUZs2bIFISEhWLlyJWecUTI9e/ZEixYtMHbsWCQnJys6nBKTnJyMsWPHomXLliU+tgx9mkwmw8qVKxESEoKtW7cqOhz6DOnr68PCwiLXR3Zjk5iYmORpW319/ULFmDH+xKlTp6CiooLvv/++UOUV1P79+3H16lUsXLgQU6dOlWt9knH3WlNTU+7/mWfH1NPTQ2hoKC5fvoz27dtj0KBBiI+Pl5ZPnjwZDRs2RP369bF69Wq0bNlS+gEDAF26dIEQAnZ2dhg6dCh27dqV7wF+C+v+/fuoWbOmdEdaVVU1SyuyDE5OTlLyqiAyzx7o4OCAhIQEJCQkZLtcX18flpaWuH//fp7KDgsLgxACrq6u0kylpqamSE9PR2RkZIFjVqQRI0Zg9+7dSExMlHs+LS0N8+fPh5OTE8qXLw9dXV2EhobKrXfz5k0pUZqdGzduYOXKlXIzux4+fDjbuvpUOUUh8w/58uXLy32G7t+/jz59+sDGxgZ6enpSkiXjWO/fvy/3fjU0NPysx5nLTbVq1RAaGoqQkBAcPXoUgYGBmDt3LoCi+Yz8888/sLe3l26+qaiowN7evsiPIy/n39LE3Ny8UIk3NTU1WFlZ5Tie7aeuqXfu3MH48eOxdOlSXL16FRs3bsS4ceOUssXh7t275c5JmW8YZcitLvJCW1sbVlZW0NHRyXEdS0tLmJqaZrusRo0a0hhYdnZ2GDx4MN6/f1/geJQJmzyUAfHx8Zg2bRo8PT2z3LEixZPJZFi7di2cnZ2xdOlSzJgxQ9EhlYglS5bg8ePHOH78OJOqSsjNzQ0DBgzA1KlT0b17dw6wT0VqwoQJmDBhQoG29fPzK+Josqejo4Pq1aujevXqsLOzQ5UqVTBx4kS5FiIlwdLSEpaWlnBycsKtW7cwZ86cLN38/ksIIf1fRUVF+vFdr149VK9eHVu3bpVaPPxXnTp1cPbsWenvqlWr4v79+/jrr78QEBCAMWPGYPfu3fj999+L4OiKnqGhYZGXmds1Kj/XMBUVFQQHB2dpdVyxYsUCxaZotra2cHNzy9IibtmyZVi2bBnWrVuH2rVrQ11dHT169MjXbHPAx9nLunfvLveclpZWlvUK+rpbWlrKTQqVk/++Xpk/Yx07dkSlSpXg7e0Nc3NzPHjwAK1bt873sZYV6urq0jmpZs2aSExMxNChQ6WZ1JThM5LdZzqvr2fm94ayy7hJFBcXh3Xr1gGA9HnI6+D2JiYmePHiBTQ0NHD+/HkAH1sZ/nf7T11TFy1ahIYNG2LEiBEAAGdnZ1y+fBlLly7FV199VSTHWlQ8PDzkfk+bm5tL/89rXXyKiYkJ4uLi4OTkhJCQEAAfX5+MMkxMTPDhwwe8fPkSR48eBQD89ttvUFFRkfuunvE5s7W1xcGDB1GhQgX4+vp+Fo0G2AKrDJgxYwbev3+PRYsWKToUyoG9vT0mTJiABQsWfNbTl2d48OABFi5ciAkTJqBmzZqKDodysGjRIqSmppaZpCpRTjLu5CclJSk8jsLEIJPJoKKi8sky7ty5k6WboLa2Njp27Ijly5dj06ZN8Pf3L9EWw7a2trhz5470AzI9PR3h4eHFsq9bt27J/d/IyEguOZJ5+evXr/H48eMs3Wx0dXWzbYXh6OgIIQTi4+OlHxYZj8J0ZVK0kSNHYsOGDXLPXbhwAZ06dULfvn1Rq1YtVK5cOUtLBUdHR1y4cCHHcp2cnBAZGZmlriwsLIos9tatWyMoKKjA371evHiB8PBwzJgxA82aNUP16tXx8uVLuXVsbW1x+/Zt6e9Xr17h8ePHWcrKGFuutLbgKSgtLS2kpKQgNTU1X5+RnD5n1atXR3h4uDRmVkHOF4aGhkhOTpbKSE1NxbNnzwp4hMqratWqMDQ0xMWLF6Xnzp07hwoVKsDGxkZu3ZcvXyIqKirLud/V1RUvX76UOzeeO3cO9erVy3G//72mJiQkZEkaqqmpKeVnQU9PT+59mTnRmp+6iImJyfa84+rqir///lvuenfx4kWpjNq1a0NFRSXLa+bk5JRjF/mM1suK/g5TVJjA+sz5+/tj/fr1mDNnTqm9u1dWzJgxA0ZGRtLYGp+zcePGwdjYGNOnT1d0KPQJZmZmmDt3LtavX88B3anMSExMxNixYxEQEICoqCgEBgbC09MTlpaWn/xCXtS2b9+OrVu3IiwsDPfv34eXlxd27NiBrl275rmMmTNn4ujRo/jnn39w+/ZtjB8/HlFRUejYsSOAj63ZNm3ahLCwMNy9exfz58/H8ePHMWrUKKmMnTt3YuvWrbh9+zbu3LmD/fv3o3r16iU6oH2fPn3w+vVrTJs2DXfv3sXUqVMRGxubrzISExMRExMj/QiNj49HTEyMXFcwAFi+fDkuXbqEy5cvY9GiRRg8eLDc8mvXruGXX35BREQExo8fDxMTkyyTkLi6uuLBgwc4fvw4YmJi8PbtWwAfx4Hq/3/t3XdYFNf7NvCbIh1BXRFEpBPpir1EjDF2UJNYUBOxYu8aNRbsRtHYGxZiYk2CYAtY0a8mKmIXrICoARVUVBANcN4//DEvG1DpO5j7c117iTszZ54zuzOz++wpvXujb9++CAsLQ2xsLMLCwtCrVy+lborljZeXF548eaKUlHFwcEBERATOnj2La9euoW/fvnm6nn733Xc4deoUJkyYgJiYGFy4cAHDhw+Xlk+fPh1BQUEICAjAzZs3ERkZidmzZ79z/LOi6NKlCxo2bAgvLy8cPnwYt2/fxvbt2/Mk5N6lUqVKUCgU+OmnnxAbG4uDBw/mGRi8X79+OHfuHFasWIEbN25g5MiR+Q5IrlAoYGlpiaCgINy/fx8pKSnSstTUVCQlJUnPPX78GElJSUhNTS1G7VUjMzMTSUlJePDgAU6ePIm5c+fC09MT2trahTpH6tati4MHD+Lq1atISkpCZmYmgLfXi7S0NIwfPx43btzAtGnT8pznOcfvxYsXyMrKQlJSEpKSkqSESe3atSGEQHBwMIQQWLJkyUfT/So3DQ0NDBgwQJqg4Pjx45gzZw4GDRqUZ/zTpUuXwtraGqdPn1Z63sPDA/Xr18fw4cNx+fJlbN68Gbt378aQIUMAFOye2rZtW4SEhGDLli2Ii4tDcHAwtmzZgo4dO5bNgSghHzoWufXo0SNPkhAAevbsifT0dIwZM0a6b7969Qq9evUC8LYF1pdffomJEyfi3Llz2LNnD9asWaO0j1GjRiE8PByxsbG4ePEi+vTpA01NTaVJTcq10pwKsbSVxvTlH9O08Pfu3RMKhUK0b99emoqT5G3Xrl0fnNK8JKni/f7rr7+WaR2peLKyskS7du2EQqEQ9+/fV1r2MV0vi6o07kMfk4JOiSwnr169El9++aUwNzcXWlpawsTERHz55Zfi+vXrRSqvT58+YsaMGYXebufOnaJu3bqiYsWKQkdHRzg5OYlly5ZJyzdv3iw8PT2FEG+nps+ZIj73/r7//nvh4OAgdHV1hZGRkWjatKkICwuTyjhw4IBwcnISenp6Ql9fXzRo0EBpam4hhAgNDRUNGzYUhoaGomLFiuKLL74QV65cKXR9/h1bYe3bt0/Y2NgIHR0d0atXL9G+fXupzrnL79ChQ77bz5gxQzpXcz9yjmFcXJwAIBYsWCCsrKyErq6u6Nmzp0hLS5PK8PT0FL179xbt2rUT2trawtXVVZw5cybf/U2YMEFUqlRJAJCmPxdCiLS0NDF69GhhZmYmtLS0hJ2dnRg2bJhKzpGcOhfFv+/js2bNEgDEokWLhBBCPHnyRHTp0kUYGBgIU1NTsXDhQvH555+LYcOGKZVz+PBh0ahRI6GjoyNMTExE//79lZb/+uuvonbt2kJLS0tUrVpVdOzYUZw9e/a9sRTW06dPxZAhQ0S1atWEtra2qFWrlggODn5n+TNmzBDOzs7S/48cOSKcnZ2Ftra28PDwECEhIQKAiIyMlNbZuHGjqF69ujAwMBBjx44V7u7u+Z4Lx44dEw4ODkJNTU24u7tLz/fp0yff9++/z4Gy4unpKTZv3lzo7XKfhxoaGqJGjRqif//+IikpSVqnoOfI06dPhbe3t9DR0REAxIULF6Rl+/fvFzY2NkJXV1f069dPtG/fXgwaNEhabmlpme/xzF2nRYsWCYVCIWrWrCnmzp0rLC0tpfd37mtZ7mNhaWkpjh07VujjUlzHjh0TlpaWRdo2IyND+Pn5CSMjI2FkZCQGDx4sXr9+nWe9nNcuv/rdvXtXtG7dWmhrawtzc3OxatUqaVlB7qnZ2dliwYIFws7OTujo6Ahra2sxc+ZMkZmZWaQ6fUhpvk7vOxa5eXp6vvP6e+zYMeHi4iK0tLSEq6urOH78uNLyJ0+eiG7dugk9PT2hUCjEtGnTlJb3799fWFlZCW1tbVG5cmXxxRdfvPNeJScF/cyoJkQ56qj7L3FxcdK0t7GxsflmMQsrLS1NasL78uXL9w6cJgfvijczMxOfffYZ4uPjceHCBSgUClWGSQUkhEC3bt1w4MABnDx5EnXq1CnV/ZX1+/38+fP49NNP0aFDB+zcuZNjX5UTycnJqF27NmxsbHD06FGpufTHcr0sjtK4D31MMjIyEBcXB2tr6zJtsSMnvr6+sLKygr+/v6pDUTkeC3mJj4+HtbV1uRqzh+ShRYsW8PX1zTMDo1y5u7uje/fumDJliqpDKRURERHw9fX9TwxDUhKsrKwQFBQkzSxK8lDQz4zsQvgREkJg3Lhx+Ouvv7Bjxw4mr8oRNTU1/PTTT3BycoKXlxf+/vtvVYdUYh48eAAvLy84OzsjKCiIyatyRKFQYMeOHfjzzz8xfvx4ftkhIiIi2Vq+fDkiIiIQGxuLH3/8ETExMejWrZuqwyKiEsAE1kdo5syZWL58OZYvX46mTZuqOhwqJD09PezZswdqamrw8vLC8+fPVR1SsT1//hxeXl5QV1dHaGgo9PT0VB0SFVKzZs2wfPlyLFu2LM/4HkRERERykZCQgB49esDZ2Rk//fQTdu/enWeyBSIqnzQ/vAqVJ4sXL8bMmTMxf/58DB06VNXhUBGZmZlh//79aN68Oby9vbF//37Zd896l7S0NHh7eyMuLg7Hjx+HmZmZqkOiIho6dChSU1MxZcoUGBoaws/PT9UhEcle586dlWax+y/jsZAXY2NjzJgxQ9VhUDnk6+uL2rVrqzqMdwoICEBAQICqwygzVlZW/4lJoErK6NGj88y2S+UHE1gfkfXr12P8+PGYPHkyJk2apOpwqJjc3Nywf/9+tGnTBq1atcK+fftQpUoVVYdVKCkpKejYsSOuXLmC8PBwuLm5qTokKqbJkyfj+fPnGDduHLuBEhVA586dVR2CbPBYyIuxsTHHI6MiKS9jX/1XMIFVODxW5RsTWB+RsWPHYvTo0Zg7d66qQ6ES0rRpUxw7dgzt27fHp59+ivDwcFhYWKg6rAJJSEhAmzZtkJKSgoiIiDKdfp5K17x585CRkYGxY8eqOhQiIiIiIvqP4BhYH5H58+djyZIlbBXxkalfvz5OnTqFV69eoVGjRjhx4oSqQ/qgEydOoHHjxsjIyMCpU6eYvPrIqKmpYcmSJZg3b56qQ6H/mKdPn6o6BCIiIiJSESawPiIjRoxg8uoj5eDggD///BN2dnb47LPPMGvWLGRlZak6rDyysrIwa9YsfPbZZ7C3t8eff/4Je3t7VYdFpUBNTQ0jR45UdRj0H5GUlIS+ffuiatWq6NevH5KSklQdEhERERGVMSawiMoJMzMzHD16FNOmTYO/vz9atmyJ6OhoVYcliY6ORsuWLTFz5kxMmzYNR44c4YDtRFQsr1+/xsKFC2Fv74Bfg0NQz/sb7Pp9N+ztHbBw4UK8fv1a1SESERERURlhAouoHNHQ0IC/vz+OHj2KBw8ewN3dHePHj8fz589VFlPOgN7u7u548OABjhw5An9/f2hoaKgsJiIq34QQCA0NhaOTMyZPmQKnVl0wbONBtB08BcM2HoTT550xecoUODo5Y8+ePRBCqDpkIiIiIiplTGARlUMtWrTA1atXMXPmTKxZswb29vaYP39+mY4P8/TpU8yfPx/29vZYu3YtZs6ciatXr6JFixZlFgMRfXyuXbuGVl98gc6dO0OjkhkGr9mLdkOmQreiMQBAt6Ix2g2dhsFr9kLd2BSdOnXCF61b49q1a6oNnIiIiIhKFRNYROWUjo4OpkyZguvXr8Pb2xv+/v6oWbMmxo4di5iYmFLbb3R0NMaOHYuaNWti5syZ6NSpE65fv44pU6ZAR0en1PZLRB+/iRMnwt3dHZev34bPzHXoOXcjqlra5btuVUs79Jq3CT1mrsWlmFtwd3fHxIkTyzjiD/P19YW/v7+qw5AFHgt5iY+P59ipBaCmpobffvutRMusXbu2dC7kvA45j3Pnzr1zu4sXL0JNTQ3x8fElGk9htWjRAkFBQSrbd86xGj58eLHKWrp0KaysrEomMBWKiIj4KOpRVqysrBAREaHqMKiImMAiKucsLCwQGBiIu3fvYuTIkQgKCoKTkxNcXV0xe/ZsXLp0qVgDvmdlZeHSpUuYPXs2XF1d4ezsjKCgIIwcORLx8fFYv349LCwsSrBGRPRf9fPWrajVrA0Gr9sPh0afffDLtZqaGj5p1BJ+a/ejVrM2+Hnr1hKPadSoUaXyBfZDbty4gc8++wwmJibQ09ODm5sbfvnll0KVERwcjHr16sHIyAhGRkZo2bIlzp49q7TO69evMXHiRJibm0NHRweOjo7466+/SrIq9BFSU1NDtWrV8ObNG+k5KysrBAQEqDCqonnx4gVGjBgBMzMz6OrqwtXVFSEhIWW2fwsLCyQmJuY5N/Pj4uKCxMTEcvu5y9/fX0o+VahQAdbW1pg+fTqys7MLXEZwcDASExPRuHHjYsczaNAgREZGFruc8uz169cYMmQIjI2NYWxsjKFDhyqd1x9y9+5dfPPNN6hRowZ0dXXh5OSE9evXv3P9d91TN2zYgFq1akFXVxe2trZYsmRJketUmn799VfY29tDR0cHTZo0KXTr77lz58LV1RX6+vqoXr06BgwYgOTkZKV1IiIi4ObmBm1tbbi5ueWZgf7atWto3bo1jIyMULVqVfTo0eM/NbmNpqoDKI7cY16kp6cjLS2t2GXmLoNjalB5Ympqirlz52LatGk4ePAgdu3ahYULF2L69OkwNDREgwYN0KhRI9ja2sLCwgI1atSAnp6etH1KSgru3buH+/fv4969e7hz5w5Onz6Ns2fP4sWLFzAwMECnTp0wd+5ctG7dmq2tqNzJfU0vifsF8Pbek1/5VHSKmrbQqKBVqG00tbSgqGmLlFsXSzSWQ4cO4dKlSyVaZkFpamqid+/eqF+/PipWrIgjR46gX79+MDU1RatWrQpUhpGREb7//ns4OjpCU1MTy5YtQ5s2bXDr1i0oFAoAwMCBA/G///0Pa9euhYuLC+7du4fKlSuXZtXoI5GcnIzff/8dPj4+qg6lyLKzs9GxY0ckJydjy5YtsLKyQmRkJP7+++8yi0FDQwOmpqbIyMj44LqampowNTUtg6hKzyeffIKIiAhkZWUhJiYGPXv2RKVKlTBmzJgCbZ9zfdLSKtx9Ij96enpKn4X/i6ZOnYqQkBCEhoYCAHr06AEjIyPMnz+/QNvfunULWlpa+Omnn2BtbY3//e9/GDBgAHR1dfHNN98orfuue+rx48fh5+eHtWvX4osvvsDp06fx7bffombNmvj666+LX8kScvnyZfj4+GDOnDnw8vLCrFmz0KFDB9y4cQPa2toFKuOvv/7Cd999h3r16uHZs2cYPHgwunfvjiNHjgAAHj58CC8vL/Tr1w87duzAunXr4OXlhdu3b6Nq1aoAAG9vb7i5ueHs2bNIS0vDoEGDMGDAAOzbt6/U6i4rohy7evWqAFBqj4cPH6q6ih/08uVLKd6XL1+qOhySmfT0dBERESHmz58vvL29hZmZWYHf/2ZmZsLb21vMnz9fREREiPT0dFVXh2SmvF1/Hj58WKr3jKtXr6q6irLz6tUrER0dLV69elWg9U2rVxee34wQM8JvFvrh+c0IYVq9eonFnpKSIuzs7MTNmzcFAPHrr78WqZw+ffqIGTNmlEhMHh4eYvLkyUIIITZv3izc3NxEgwYNhLm5uVizZo1QKBSiQYMGIjU1Nd/tnz9/LgCI8PBwIYQQsbGxAoA4derUO/eZnZ0tpk6dKmrUqCG0tbWFnZ2dWLFiRZHiL+6xWLFihXBwcBBaWlrCzs5OrF69Ok/5HTp0EGvXrhU1atQQOjo6okePHtLyZcuWiZo1awotLS1Ru3ZtcezYMaXt4+LiRPv27YWRkZEwNDQUTZo0UTqvS/JYyEFcXJwo6lcBAKJjx46iWbNm0nOWlpZi0aJFQgghkpOTRY8ePUT16tWFlpaWcHBwEBs2bMhTzuHDh0Xjxo2Fjo6OqFatmhg4cKDS8l27dglnZ2eho6MjnJycxM6dO/ONZePGjaJ79+5CX19fVKlSRfz2228Fqsfvv/8u1NXVxZ07d95b14CAANG0aVOhp6cnWrZsKR49eiQt/+OPP0TTpk2FkZGR0NPTE61btxbR0dFKZQQGBorq1asLAwMDMXbsWOHu7p7nXMh5PSIjI/PEcO/ePaX7TVxcXIHqV1o8PT3F5s2bC73djBkzhLOzs9JzXbt2Fd26dZP+n56eLkaMGCFMTExExYoVRfv27fOtr6enpxg2bFi++zlw4ICwtbUVurq60nWhT58+0vKff/5ZOpaWlpZ5tt+8ebPQ19dXei73+7tPnz6iffv2onr16qJx48Zizpw5wsDAQAwYMKCAR6JkHTt2LN96fEhmZqaoVKmSWLlypfTcypUrRZUqVURmZmaR4/H29hadO3dWeu5999SFCxcKKysrpfXr1asnJk2aVOQY3sfS0jLP9b8gRowYIerVqyf9/9mzZ0JTU1Ps3r27yLEEBwcLAOLZs2dCCCEWL14sTExMRFZWlhBCiKysLGFiYiJ+/PFHIYQQjx49EgBERESEVMbKlSuFqalpkWOQi4J+ZmQXQqKPmK6uLjw9PTFp0iSEhobi77//RkZGBmJjY3HixAlszdXdZuvWrThx4gRiY2ORkZGBv//+G6GhoZg0aRI8PT2hq6urwpoQEZWtwYMHw8/PD/b29qoOBUIIHDp0CDExMahbt670/N27dxEYGAg7OzsEBATgxIkTePr0KQ4cOJCnjDdv3mD16tVSFw/g7a/exsbGiImJgY2NDWxsbDBy5EilloXBwcEICAjAmjVrcP36daxbtw4GBgalX+l/CQwMxHfffYdx48bh2rVrWLt2bZ5uF8DbMYJCQkIQHByMqKgofP755wCA8PBwjBs3DtOnT8fly5fRvHlzdOrUCU+ePJG2HTFiBF68eIH//e9/OHfuHAYOHIh//vlHWi6XYyEX3bt3R0xMDK5evZpn2cuXL1GjRg389ttvuH79Or777jsMGjRIqStMdHQ02rZti8aNGyMqKgp79+5ValVz7Ngx9O3bF9999x2uXbuGqVOnok+fPjhz5kye/c2ePRt169bF+fPnsWvXLlSqVKlAdQgLC0O9evVgY2Pz3vVWr16NOXPm4Pjx47hx4wZ++OEHaVlSUhL69u2LU6dO4dy5czA0NIS3t7fULe7KlSsYNGgQJk2ahMjISDx69CjfY/Y+1atXR2JiIg4fPlyo7eTu9u3bOHXqFDw8PKTnhgwZgrNnzyIkJASRkZEwMTGBt7d3gYfDSElJQdeuXeHt7Y0LFy7A3Nwc4eHhSut8/fXXSExMxKxZs4oce2pqKsLCwnD9+nVcunQJhw8fxqZNm5CYmFjkMstabGwsnj59iqZNm0rPNW/eHCkpKYiLiytyuc+ePctzDr7vntq0aVP8/fff0vXh/PnzuHnzJtq2bVvkGEpDVFSU0rEyMjKCm5vbe8et+5Bnz55BV1dXasEVFRWFxo0bQ139bZpGXV0dzZo1k/ahUCjg6OiI3377DW/evMHz58+xb98+dOjQoRg1K1/KdRfCKlWqSH/fuXMH1apVK3aZQgjpg1tO83qij4m2tjasra1hbW2t1I2qU6dO0NfXV2FkRKVLoVDg4cOHAN52GyiJwYsfPnwIW1tbAMr3JCrffv75Z9y9exfbt29XdSho0qQJzp07BzU1NaxYsQJfffWVtKxWrVpwc3NDo0aNEB8fD0dHR3h4eCAhIUFaJzU1Febm5nj16hVMTExw9OhR1KhRAwCQmJiIf/75B6tXr8aWLVuQnp6OAQMGIDs7GytXrgTwdoDpSpUqoW3bttDU1FTZQMFz5szB+PHjMWjQIACAnZ2dlJzK7cWLF9ixYweMjIwAQErWrV+/Ht7e3ujfvz8AYPHixdi1axe2bdsmDQQdHx+Pdu3awdXVFQDg4OCgVLZcjoVc6OjowNfXF6tXr8bq1auVlllaWmLRokXS/62trbFq1SqEhYWhefPmAIAffvgBTZo0weLFi6X16tevL/09a9YsjBgxQuqGZGNjgz179mDz5s1o2LCh0v6aN2+OCRMmAMj7ur1PQkJCgcaT6tu3rzTL8ldffaU0bpKvr6/SujNmzICbmxtu374NBwcHbN68GfXr18eIESMAACtWrMCuXbsKHCPw9kusqanpRzHOTUxMDAwMDJCVlYWMjAz06tVLeu3i4+OxZcsWxMTE4JNPPgEArFq1CoaGhoiMjESjRo0+WP727duhr6+PRYsWQUNDA7Nnz84z4LyOjg5MTU1haGhY5Ho0a9YMrq6ucHBwQMuWLdGwYUNUrVoV9+7dg5mZWZHLLUuPHz8G8PbzUZcuXaChoYEVK1ZIy+zs8p9E5X3Cw8Px119/YdmyZdJzH7qnNmnSBNu2bUOHDh2QkZEBdXV1rF+/Hp6enkWoVel5/PgxFAoFgoOD4efnh/Pnz0OhUEjHsbBevnyJ+fPnY9iwYdLQLI8fP0bNmjVx5swZtGvXDmFhYVAoFNLEDWpqajh06BA6d+4MPT09ZGdno0OHDnmuwR+zct0CKyczCQAGBgbQ19cv9sPAwAAmJiYwMTFRKp+IiMo3dXV16fpekveM3OVT+Xfv3j2MGzcOmzZtgoaGhqrDwc6dOxEVFYX58+djypQpSq1Pcj7w6ujoKP396tUraR1DQ0NcvHgRp0+fRocOHdCvXz+p1VF2djbS0tKwdOlSNGvWDK1bt8bkyZOVBovv0qULhBBwcHDAwIED8csvvxRqgN+S8OLFCyQkJODTTz/94Lqurq5S8iq327dvS4kp4O1YQk5OTrh9+7b0nJ+fH3788Ue0aNECU6ZMyTOothyOhdwMHjwYW7duxcuXL5Wez8rKkgYrrlSpEgwMDHDx4kWl9a5evfre1/Ty5cv48ccfYWBgID1+//13xMbG5lm3IO+N4sj9Rb5SpUpKLffu3LkDHx8fWFtbw9DQUEqy5NT1zp07UiIVAIyNjcvtIOwlwdbWFhcvXsSFCxcQGhqKM2fOYPbs2QDetlYTQqBu3brSa25iYoLs7Ox8X/f83Lp1C46OjtL1W11dHY6OjiVej4Jcf8uT6tWrFzvxFhMTg169emHlypWoXbs2gILdU69fv44xY8Zg0aJFiIqKwtq1azF69GjZtjisWLEiLC0tCzzuVX4yMzPRs2dPVK9eHXPnzs2zXE9PD5aWlnkaFwghMHz4cFhaWuL06dM4duwYHj58iMGDBxc5lvKmXLfAIiIiIipJUVFRSE5OVuqqBwA9e/ZEcHAwtm3bVqbxWFhYwMLCAq6urrh27RpmzZqF/fv3v3cbkWtCAXV1denLd7169WBvb4+NGzdiwoQJUkvz3C1WbGxskJqairS0NOjr68PGxgZ37tzBkSNHEBERgREjRmDr1q34448/SqG2xWdsbFzkbYcPHw4vLy8cOnQI+/btw4IFC7Bt2zb06NEDAMrdsSgLdnZ2aNSoUZ4ZMgMCAhAQEIBVq1ahdu3a0NLSQteuXQs12xzwdta6fw/inN+QBkV93S0sLHDlypUPrqepqfyVKfc55uXlBTMzMwQFBaF69eqIi4tDmzZtCl3X/wotLS3pmlSrVi28fPkSAwcOxPTp0wG8vWadO3cuzzEviZ42BZVfC+2Cvp6iHE3okjMoeHJyMlatWgUA0vmQs6yg7ty5g1atWmHcuHFSS1mgYPfUBQsWoGHDhlISxs3NDadPn8aiRYsKPGlJWahatSqSk5PRqlUrqUtfcnKyUsvRgsjOzsa3336LxMREHDlyRKnrdM4+XF1dceHCBWkfOa/H8ePHERoaitTUVKkF4bJly9CkSRPMmTMH1atXL4mqyhp/LiYiIiL6P61atUJ0dDQuXrwoPYD//4VclTQ0NIo1g6aamhrU1dWlMtzd3QFAqWVDQkICjI2NlX711dPTg5eXFxYvXox169YhLCysQDOmlRRDQ0PUrFkTJ0+eLHIZtra2SomKzMxMREdH5+kiY2lpiQEDBiAkJARt27aVZubKoepjIUdDhgzBmjVrlJ47efIkOnXqhJ49e8LJyQk1atRQ6toKAC4uLu99TV1dXREbGws7Ozulh7m5eYnF3qZNG0RGRkrdcworJSUFMTExmDZtGjw9PWFvb49nz54prWNnZ4fo6Gjp/6mpqbh3716esnJa9JbXFjxFpauri9evX+PNmzdwcXGBEAJPnjzJ87r/u7ufgYFBvsfK3t4eMTEx0phZ2dnZiImJKVRMxsbGyMjIkMp48+YNHj16VMQaypeNjQ2MjY1x6tQp6bkTJ06gcuXKsLa2Vlr32bNniI+Pz/d6d/fuXbRs2RL9+/fH5MmTlZYV5J769OnTPElDTU1N2Z0LdevWVTpWqampuHz5MurVq6e0XmZmJuLj4/Mdp1EIgf79+yM6Ohrh4eGoWLFinn389ddfUsI0Ozsbp06dkvbx9OlTAMpJ1pxk73/lXsQEFhEREclGcsIdZBayW1bmmzdITrhTIvs3MDBArVq1lB7A2+4VZfnL5ubNm7Fx40ZcuXIFd+7cQWBgILZs2YIvv/yywGVMnz4doaGhuHXrFqKjozFmzBjEx8fDy8sLANCgQQO4uLhg7NixuHTpEv766y8sXLhQaerzn3/+GRs3bkR0dDSuX7+OnTt3wt7eXuoyU1amTp2KgIAABAYG4s6dOzhx4kShBmAeOHAg9uzZg02bNuHmzZsYN24c0tLS4OPjI60zduxYhIeHIy4uDseOHUNUVJRSt0O5HAu58fLywpMnT5SSMg4ODoiIiMDZs2dx7do19O3bN093y++++w6nTp3ChAkTEBMTgwsXLkjjkQFv379BQUEICAjAzZs3ERkZidmzZ+dp7VUcXbp0QcOGDeHl5YXDhw/j9u3b2L59e56E3LtUqlQJCoUCP/30E2JjY3Hw4ME878t+/frh3LlzWLFiBW7cuIGRI0fmOyC5QqGApaUlgoKCcP/+faSkpEjLUlNTkZSUJD33+PFjJCUlITU1tRi1V43MzEwkJSXhwYMHOHnyJObOnQtPT09pjNbevXujb9++CAsLQ2xsLMLCwtCrVy/pi3uOunXr4uDBg7h69SqSkpKQmZkJAPDx8UFaWhrGjx+PGzduYNq0aUpdPoH/f/xevHiBrKwsJCUlISkpSUqY1K5dG0IIBAcHQwiBJUuWKE3o8LHQ0NDAgAEDpAkKjh8/jjlz5mDQoEF5uvstXboU1tbWOH36tNLzDx48QMuWLdGyZUsMHTpUOpY5x7wg99S2bdsiJCQEW7ZsQVxcHIKDg7FlyxZ07NixDI5CwfXv3x8XLlzAggULcO3aNQwaNAjm5uZo166d0nr379+HtbU1xo8fn6eMwYMH4+jRo1IX9JzjlXNN6NmzJ9LT0zFmzBjpvv3q1Sv06tULANC4cWMYGhpi8ODBuH79Oi5cuIAJEybAyckpT9LxY8UEFhEREcnCN7164frJcKwb3AE3Th/9YFcMIQRu/HUEawd3wPWT4fi2d+8yirT06evrY82aNWjWrBlcXFywdOlSLFy4ECNHjixwGdnZ2Zg4cSLc3d3RpEkTREZGYu/evVJXDnV1dezZswfGxsZo3LgxvvrqK7Rp0wbz58+XyjAyMkJgYCAaNWqEhg0b4sWLFwgODi7x+n7IwIEDsWDBAgQEBMDJyQl9+/Yt1GQ77dq1w8KFC+Hv7w8XFxccP34cu3fvVpp8ISsrC8OGDYOjoyN69+6Nnj17SoNLA/I5FnKjoaGBQYMGKXWxmjp1Kjw8PPD555+jVatW8PDwyDPwupOTE8LCwnDy5El4eHigbdu2Si0IWrZsiW3btmHr1q1wdXVFhw4dcPbsWWlw75KK/cCBA/j000/Ru3dvuLi4YNasWTA1NS3Q9urq6ti5cyciIyPh5OSEyZMn5xnPxtnZGYGBgViwYAHq1asHhUIBFxeXfMsLCgrCyZMnUbNmTaVJCkaNGgUzMzOpO1WDBg1gZmaGUaNGFbHmqnPjxg2YmZnB0tISPj4+qF27tlLX7LVr16J9+/bo168fHB0dMWLECFSqVClP19ExY8bAw8MD9evXh5mZmTSzY5UqVbBr1y7s2bMHderUQVJSElq2bKk0XlHONtOnT8f9+/dhZmYGMzMz7Ny5E8Dblpg//PADhg4dCisrK2RnZ3+045bNmTMHnTp1kh6dO3fGzJkzC7z9oUOHEBsbi6CgIOk4mpmZFerHlsGDB2P27NmYPXs2nJycMH78eEyYMAHjxo0rSpVKjbu7O7Zv344NGzbAw8MD9+7dw759+wo1Ftb69euRkJAAV1dXpeOV8wOAqakp9u7di6NHj6JOnTo4duwY9u7dK3UhNDU1xYEDB5CQkIAGDRqgdevWqFy5Mvbu3VsikxOVB2qiPHXU/ZdHjx5J/aEfPnwIExMTFUdU9tLS0qQmxy9fvuQsclQofP9QcfD9w/vQh2RkZCAuLg7W1tYFbqVy7do1jBo9GkcOH4Zd3WZo7TcFVS3zzoT0KP4WDq6bhzvnT+HzVq2wfNkypYGS5cLX1xdWVlbw9/dXdSgqx2MhL/Hx8bC2ti5XY/aQPLRo0QK+vr55ZmCUK3d3d3Tv3h1TpkxRdSilIiIiAr6+vkXuCvtfY2VlhaCgIGlmUZKHgn5mZAssIiIikg1nZ2ccOngQoaGhyHqaiLVDvPDH6tl49fwZAODV82c4sGoW1g31hkh9iD179uDQwYOyTF4REVHZW758OSIiIhAbG4sff/wRMTEx6Natm6rDIqISwFkIiYiISFbU1NTg7e2NNm3aYPny5Zg1azauHdsLl5adcPVoKNSys7Bg/nyMHDmyWNNYExHRxychIQHz5s1DamoqPvnkE+zevTvPhA1EVD4xgUVERESypK2tjQkTJuCbb77BlClTsGXLFvTp0wfz5s0r0ynVi6Nz584wNjZWdRiywGMhL8bGxpgxY4aqw6ByyNfXF7Vr11Z1GO8kh1ljy5KVlRVGjx6t6jDKjdGjR8PKykrVYVARcQysco5j0FBx8P1DxcH3D+9DH1KUMbDe5+nTp6hUqVIJREZEREREclHQz4xsgUVEREQql5CQgOTk5A+uFxcX997lCoUCNWvWLKmwiIiIiEgmmMAiIiIilUpISMAntWoh49WrYpelo6uLG9evM4lFRERE9JFhAouIiIhUKjk5GRmvXqFii5HQNDYvcjmZzx7gecRyJCcnM4FFRERE9JFhAouIiIhkQdPYHBUUNqoOg4iIiIhkSF3VARAREREREREREb0PE1hEREREpcTX1xf+/v6qDkMWSvNYtGjRAsOHDy+Vsj9W8fHxUFNTK5WyIyIioKamVqCJGajgLl68CDU1NcTHx6s0jhYtWiAoKEhl+1ZTU4Oamlqxz/mlS5fCysqqZAJToYiIiI+iHmXFysoKERERqg6DiogJLCIiIqJcfH19pS9IOY+yTkLduHEDn332GUxMTKCnpwc3Nzf88ssvhSojODgY9erVg5GREYyMjNCyZUucPXtWWh4UFJSnnmpqatDX1y/p6pQb/v7+cHFxUXUYspbf+ZH7oerkSknKSZbs379fem7gwIFQU1NDQEBAmcfj4uKCxMREWFhYlPm+S4K/v7/0PqlQoQKsra0xffp0ZGdnF7iM4OBgJCYmonHjxsWOZ9CgQYiMjCx2OeXZ69evMWTIEBgbG8PY2BhDhw7FmzdvClVGWFgY6tatC319fVhYWGD+/PlKy589e4Z+/fqhWrVqMDQ0RPPmzZXuRblFRkaiQoUK6NixY5HrVJp+/fVX2NvbQ0dHB02aNMG1a9cKtf27rpu//vorAODkyZNo2rQpqlSpAgMDAzRs2BBhYWFKZQghsGDBAtjY2EBbWxu2trbYvXt3idVR7pjAIiIiIvqXVq1aITExUXqMHz++TPevqamJ3r174/Dhw4iOjsaoUaPQr18/HD58uMBlGBkZ4fvvv8eZM2cQFRUFZ2dntGnTRmoV0717d6U6JiYm4vPPP8dXX31VWtWij8CyZcuk98usWbNQo0YNpfdQeU2uvIuFhQV27doFAMjMzERYWBgUCoVKYtHU1ISpqSk0NDRUsv+S8MknnyAxMRHx8fEIDAzE2rVrsWzZsgJvX7lyZZiamkJLS6vYsejp6aFq1arFLqc8mzp1KkJCQhAaGorQ0FDs3r0bM2bMKPD2t2/fRufOneHt7Y3Lly9j6dKlmDdvHjZu3CitM3bsWPz5558IDQ3F+fPnYW1tjfbt2yMjI0OprPT0dPTv3x9169YtsfqVpMuXL8PHxwf9+/dHVFQULCws0KFDB7x+/brAZfz7nrt+/Xro6+ujbdu2AAAdHR0MHz4cJ06cwJUrV9C5c2d06tQJ0dHRUhkzZsxAQEAA5syZg5iYGGzbtg2WlpYlXl+5YgKLiIiI6F+0tbVhamoqPQwMDMp0/7a2tujfvz/c3NxgZWWF/v37w9XVFUePHgXwtvWUu7s7GjZsiBo1amDt2rWoWrUqGjZsiOfPnwMAPv/8c3Tp0gW1atWCnZ0d5s2bh2fPnuH8+fMAAF1dXaU6ZmdnIyIiAv369ZPiEEJg2rRpsLCwgI6ODuzt7bFy5coyPRbA265Tnp6eMDQ0ROXKldGqVSskJSUprfP69Wv06dMH+vr6qFWrFs6cOaO0fPny5bC0tIS2tjbq1Kmj1IUkp2XIzJkzce3aNelXcV9f3zKoXfliZGQkvWcMDQ2hoaGh9D7KnVw5dOgQ7O3tUbFiRfj5+Sm1tImPj0e7du2gp6eHKlWqYOjQodIXwZzujX379oWRkRGWLl0KZ2dnmJub4+LFiwCArKws9O/fH9bW1tDW1oaVlVWelh85rUtMTU2hq6sLZ2dnqaVDQbVu3RrHjh3DmzdvcPjwYTRo0CBPK8XVq1fDzs4Oenp6qFevHo4dOyYty6875b+7vFpZWWHKlCno2LGjVMbt27el5ffv3/9gK7f4+Hh07twZhoaGMDMzw7Bhw5Cenq60jq+vLzp27Ih169bBwsICurq68PHxKdTxKK6cJJy5uTlatWqFFi1a4PTp09LyV69eYeTIkahWrRqMjIzQoUOHQrfq++OPP6TXI6fOuc/lX375RTqW+XW9CwoKynPNt7Kyklrd+fr6okOHDjA3N0eTJk0wd+5cGBoaYuDAgYWKU9WysrKwceNGTJ06FZ6envD09MTUqVMRGBiIrKysApVx6NAhGBsbY8aMGbC1tcVXX32Fb7/9FoGBgdI6Z86cgY+PDxo1agR7e3tMnDgRKSkpuHv3rlJZ48aNQ/fu3VGrVq0SrWdJ2bBhA+rUqYNJkybB2dkZ69evx4MHD/DHH38UuIzc10pTU1Ps3r0bX3/9NQwNDQEA9erVg4+PD5ydnWFtbY3JkyfDwMAAJ0+eBACkpaVh8eLFWL58OXr27AkbGxs0bNgQHh4epVJnOWICi4iIiOhfTp48CRMTEzg6OmLy5Ml5fikuS0IIHDp0CDExMUq/TN+9exeBgYGws7NDQEAATpw4gadPn+LAgQN5ynjz5g1Wr14NXV1dODk55bufzZs3w8rKCp6entJzwcHBCAgIwJo1a3D9+nWsW7euzJN5APDNN9+gatWqiIqKwsmTJ9G5c2f8888/Suts374dLVq0wIULF2BhYYFhw4ZJy8LDwzFu3DhMnz4dly9fRvPmzdGpUyc8efIEADB+/HgkJiZi3LhxUguRxMTEQrUMobyCgoIQEhKCTZs2ITAwUOm96ePjg1evXuH06dP49ddfERoaijlz5iht3759e/j5+WHs2LFYt24dWrRogbVr1wJ4++VbU1MTQUFBuHHjBpYtW4Y5c+bg559/lrZfuXIlfv/9d+zatQvR0dFYuHBhoVsv6ejo4NNPP0VYWBh27tyJrl275qnjzJkzsXjxYly9ehV9+vRBhw4dkJCQUKj9bNiwAQMHDkRkZCT++ecfTJo0SVpWvXp1JCYmvrMF5ps3b9CmTRtUrlwZZ8+exd69exEZGZlvy9GLFy8iJCQEwcHBiIqKwueff16oOEvS7du3cerUKaUv30OGDMHZs2cREhKCyMhImJiYwNvbu8AJlZSUFHTt2hXe3t64cOECzM3NER4errTO119/LbUgLKrU1FSEhYXh+vXruHTpEg4fPoxNmzYhMTGxyGWWtdjYWDx9+hRNmzaVnmvevDlSUlIQFxdXoDLevHmDChUqKD2no6ODS5cuQQgBAPj0008RHh6OlJQUZGZmYufOnahVqxZsbP7/rMMHDhzAmTNn8N1335VAzUpHVFSU0rEyMjKCm5sbzp07V6TyEhISEB4ervSjUW5ZWVnYunUrnj17hjp16gB428UyPT0d2dnZcHJygoWFBb799lukpKQUKYbySFPVARARERHJSfv27dGjRw+Ym5vj/PnzmDBhAh49eqTUJaKsNGnSBOfOnYOamhpWrFih1L2vVq1acHNzQ6NGjRAfHw9HR0d4eHgofXFOTU2Fubk5Xr16BRMTExw9ehQ1atTIsx8hBDZu3Ij+/fsrDewdHx+PSpUqoW3bttDU1FTZQMHx8fEYMmQIHBwcACDfJFyjRo3Qt29fAMDQoUPx9ddfIzMzE5qamli/fj28vb3Rv39/AMDixYuxa9cubNu2DcOHD4eBgYH0yGkhQsU3bdo0ODs7w9nZGa6uroiMjETHjh1x5coVnD59GpcvX4arqysAYPLkyfD398fs2bOl7b28vGBoaIgtW7agWbNmuHr1Kvbs2QMA0NLSwrp166R1rays0LZtW/zxxx/45ptvALx931hZWaF58+YAAGtr6yLVo1u3bti6dStOnjyJlStXKiWXZs6ciVmzZqFTp04AgBEjRmDbtm3Ytm2b0nof4u3tLZXh6+uLpUuXSsvU1dVhamqap9Vhju3btyMtLQ0bNmyAuvrb9gmzZ89G586dsWrVKqVz+sWLF9ixYweMjIwA5H8ulaaYmBgYGBggKysLGRkZ6NWrFyZMmADg7eu1ZcsWxMTE4JNPPgEArFq1CoaGhoiMjESjRo0+WP727duhr6+PRYsWQUNDA7Nnz84z4LyOjo7UgrComjVrBldXVzg4OKBly5Zo2LAhqlatinv37sHMzKzI5Zalx48fAwAUCgW6dOkCDQ0NrFixQlpmZ2f3wTKaN2+OMWPGYOvWrfDx8UF0dDR27tyJjIwMvHjxAhUrVsSyZcvg5+cHhUIBDQ0N2NraIjw8XEp8PX78GH5+ftizZw80NeWbnnj8+DEUCgWCg4Ph5+eH8+fPQ6FQSMexsDZt2gRbW1vp+pRbjRo1kJSUBH19fYSEhKB+/foA3nZBVFdXx/z58/Hjjz9CX18fw4YNQ58+fbBv375i1a+8YAssIiIioly6deuGtm3bwtXVFX369MGPP/6IzZs3Iy0trcxj2blzJ6KiojB//nxMmTJFqVucjo6O9G/uv1+9eiWtY2hoiIsXL+L06dPo0KED+vXrJ7U6yu3w4cO4e/cu+vTpo/R8ly5dIISAg4MDBg4ciF9++aXQA/yWhCFDhmD06NFo164dZs6cqTQeSI7cX7YqVaqE7OxspKamAnjb0iMnUQK87cbk5OSk1E2LSt6/X5Oc997t27ehrq6ulDxxd3dHSkoKnj17Jj2X895+1/t7zZo1qFu3LhQKBQwMDLBnzx68fPlSWt6rVy/cuHEDLi4uGD58OHbv3i21CimMtm3bIjw8HI0bN1bqPvjixQvEx8dj9OjRSknQyMhIxMbGFmof7zpWBXH58mUkJiaiYsWKUgxdunRBRkZGnhZBrq6uUvJKFWxtbXHx4kVcuHABoaGhOHPmjJS0vHLlCoQQqFu3rlQPExMTZGdnF/h43rp1C46OjlJLO3V1dTg6OpZ4PQpy/S1PqlevXqTEW506dbB06VL4+flBS0sLrVq1krql5iROV69ejfPnz+Pw4cM4e/YsGjdujI4dO0rHys/PD3369JFaGcldxYoVpe7oRZWdnY1NmzZJP7r82//+9z9ERkZi+PDhGDx4MO7cuSNtl52djUmTJqFNmzZo1qwZFixYgP379ytdOz9m8k1xEhEREclAnTp1IIRAQkJCqXwReh8LCwtYWFjA1dUV165dw6xZs5RmRMtP7i/o6urq0hfjevXqwd7eHhs3bpRaPOQIDAxE69at87TOsrGxwZ07d3DkyBFERERgxIgR2Lp1a6HG/CgJCxcuRN++fXHkyBH8/vvvmDt3Lo4ePYpmzZpJ6+T3y31RkhVUcv79mpTE65FTxs6dOzF69GgsXboUn376KXR0dDB69GilcbYaNWqEu3fv4tChQzhy5Ah69eqFPn36YM2aNYXap7a2NjZv3vzOFlyBgYF5WgdVrFgRAJRaP+XIb9a94h6runXrYtu2bXmeNzExUfq/sbFxocotaVpaWtI1qVatWnj58iUGDhyI6dOnA3h7zTp37lye41GtWrUyi7Ggr1l+ytM1J2cA++TkZKxatQrA2yRi7mUFMXLkSAwfPhyJiYkwMTHBypUrUbFiRRgaGuL169eYPHkyfv/9d6m76oYNG2BsbIyQkBD4+Pjg6NGj2L9/vzTGWE73cB0dHaSkpMhmZtyqVasiOTkZrVq1kroNJicnS62jCiMsLAx///13nh+NcuRca+rUqYPTp09jyZIlWLVqlTSBRE5rZABSV8wHDx6o/PwuC2yBRURERPQe169fh5qaGmrWrKnSODQ0NIrVCkxNTQ3q6up5ynj8+DFCQ0PfOQ6Hnp4evLy8sHjxYqxbtw5hYWEqGRPM0dERw4cPx7Fjx2Bvb//BRF5utra20hcz4O1sctHR0Xm6yGhpaSEzM7PEYqb82draIjs7W6kl3aVLl1ClSpUCfwE7efIkGjdujCFDhsDFxQW2trb5jttjbGyMrl27Yu3atfD390dISEiRYu7SpQtq166t9JyhoSEsLS2RkJAAOzs7pUdO4iinPrlbht27d69IMbyLq6sr7ty5A1NT0zxxyLlLFvB2MonXr1/jzZs3cHFxgRACT548yVOPf3f3MzAwyLe1k729PWJiYqQxs7KzsxETE1OomIyNjZGRkSGV8ebNGzx69KiINZQvGxsbGBsb49SpU9JzJ06cQOXKlfMka589e4b4+Ph3XvvV1dVhbm6OChUqYMeOHdJYiunp6Xj9+rVSUlBdXR1qamrS6xcZGYlLly7h4sWLuHjxIry9vdG8eXNcvHgRenp6JV3tIqtbt67SsUpNTcXly5dRr149pfUyMzMRHx+vNHHDvwUGBqJNmzaoXr36B/eb+97v5uYGAEotEnOGDchveICPERNYRERERP/n5cuXGDNmDP7880/Ex8dj3759GDNmDPr161emvwJv3rwZGzduxJUrV3Dnzh0EBgZiy5Yt+PLLLwtcxvTp0xEaGopbt24hOjoaY8aMQXx8PLy8vJTW++mnn2BoaCiNv5Pbzz//jI0bNyI6OhrXr1/Hzp07YW9vL3WZKQtv3rzBsGHDcPz4cdy9exchISGIi4tT6hL4IQMHDsSePXuwadMm3Lx5E+PGjUNaWlqeGdjs7OwQFxeHM2fOICMjI89A8VQy3Nzc0KBBA4wYMQKXL1/G0aNHMX/+fPj5+RW4DAcHB1y4cAFHjx7FzZs3MXbs2DwDpy9btgw7duzAzZs3cenSJezdu7dQ75uCmD59OhYsWICNGzfizp07+PPPPzFx4kRpwPWcWRhzZj/cvn17oQd4T01NRVJSkjRQ8+PHj5GUlCR1kfXx8UHlypXRvXt3REZG4ubNm9i2bRuGDBlSgjUtGZmZmUhKSsKDBw9w8uRJzJ07F56entDW1oa1tTV69+6Nvn37IiwsDLGxsQgLC0OvXr3w9OlTpXLq1q2LgwcP4urVq0hKSpISzz4+PkhLS8P48eNx48YNTJs2LU93zJzj9+LFC2RlZSEpKQlJSUlSQqV27doQQiA4OBhCCCxZsuSjvBZoaGhgwIABmDNnDo4fP47jx49jzpw5GDRoUJ7JDpYuXQpra2ulGSNzBAUF4fLly7h9+zbGjBmDCxcu4PvvvwfwtjtsgwYNMHXqVJw+fRq3bt3CqFGjkJ2djc8++wzA23OkVq1a0sPIyEiaTTa/1nCq0r9/f1y4cAELFizAtWvXMGjQIJibm6Ndu3ZK692/fx/W1tb5TqIAAElJSdi3b1++PxotWbIEO3bsQExMDG7evIkFCxbg8OHD0r3fzMwM7du3x4wZM/Dnn3/i0qVLmDp1Kry8vFTaNbgsMYFFRERE9H80NDRw6dIldOzYEQ4ODhg1ahR69+4tDWxbVvT19bFmzRo0a9YMLi4uWLp0KRYuXIiRI0cWuIzs7GxMnDgR7u7uaNKkCSIjI7F3716lmQyBt905evXqBS0trTxlGBkZSd2jGjZsiBcvXiA4OLjY9SsMdXV1PH36FN988w0cHBwwZswYfP/99+jZs2eBy2jXrh0WLlwIf39/uLi44Pjx49i9ezeqVKmitF6XLl3QtWtXtGvXDrq6uhg4cGBJV4f+z/bt26Gjo4OGDRvi66+/hpeXF6ZNm1bg7f38/PD111/jyy+/ROPGjaGhoZFnhkADAwP88MMPqFOnDlq2bImqVauW+GQM/fr1ww8//IBFixbB0dERXbt2xd27d2FpaQngbQvG1atXY+nSpahevTr++usvpZnMCmLUqFEwMzNDq1atAAANGjSAmZkZRo0aBeBtF8eDBw9CR0cHX3zxBTw8PBAQEIBatWqVaF1Lwo0bN2BmZgZLS0v4+Pigdu3aSl0f165di/bt26Nfv35wdHTEiBEjUKlSJejq6iqVM2bMGHh4eKB+/fowMzPD1atXAQBVqlTBrl27sGfPHtSpUwdJSUlo2bKl0nhFOdtMnz4d9+/fh5mZGczMzLBz504AgKWlJX744QcMHToUVlZWyM7OhoWFRRkcnbI3Z84cdOrUSXp07twZM2fOLFQZ58+fR4sWLeDi4oJTp05h//79aNiwobT8t99+g729Pby9veHh4YGoqCjs27evyJMqqIq7uzu2b9+ODRs2wMPDA/fu3cO+ffsKPRbW5s2bYWxsDG9v7zzLtLS0MHfuXDRo0AAeHh7YtWsXfvnlF6V1f/rpJ9SpUwdt27ZFq1atYGdnh02bNhW7fuWFmihPHXX/5dGjR1J/6IcPH+bp4/1fkJaWJk1n/fLlS9n0Eabyge8fKg6+f3gf+pCMjAzExcXB2tr6vS12zp8/j7p166Jy5x9QQWHzzvU+5J/kWDwJ+Q5RUVFK07Krkq+vL6ysrODv76/qUFSOx0Je4uPjYW1tXa7G7CF5aNGiBXx9feHr66vqUArE3d0d3bt3x5QpU1QdSqmIiIiAr68v4uPjVR1KuWBlZYWgoCC0aNFC1aFQLgX9zCjvTtFEREREREREBbR8+XK4ubmhZs2aCA0NRUxMDLp166bqsIioBDCBRURERLKQ+eyBSrcnIqLyLyEhAfPmzUNqaio++eQT7N69O8+EDURUPjGBRURERCqlUCigo6uL5xHLi12Wjq6uNM20HHTu3Pk/Ma11QfBYyIuxsTFmzJih6jCoHPL19c0zI6OcBAQEICAgQNVhlBkrKyuMHj1a1WGUG6NHj4aVlZWqw6Ai4hhY5RzHoKHi4PuHioPvH96HPqSg4xkAb38xf9+U0wWlUChQs2bNYpdDRERERGWDY2ARERGRLBTkt7KaNWsy8URERET0H1TQdlXqpRwHERER/UdVqFABAJCenq7iSIiIiIhIrnI+K+Z8dnwXtsAiIiKiUqGhoQFjY2M8evQIAKCnpwc1NTUVR0VEREREciCEQHp6Oh49egRjY2NoaGi8d30msIiIiKjUmJqaAoCUxCIiIiIiys3Y2Fj6zPg+TGARERFRqVFTU4OZmRlMTEzwzz//qDocIiIiIpKRChUqfLDlVQ4msIiIiKjUaWhoFPjDCRERERHRv3EQdyIiIiIiIiIikjUmsIiIiIiIiIiISNaYwCIiIiIiIiIiIlljAouIiIiIiIiIiGSNCSwiIiIiIiIiIpI1JrCIiIiIiIiIiEjWmMAiIiIiIiIiIiJZ01R1AMUhhJD+TktLQ1pamgqjUY3cdc59PIiIStu/r8H/RbwGExERERGVjXKdwEpPT5f+trGxUWEk8pCeng4DAwNVh0FE/xG5r8HVqlVTYSTykPt4EBERERFRyWIXQiIiIiIiIiIikrVy3QJLoVBIfyclJf0nWx8JIaRf/XMfDyKi0qZQKPDw4UMAgJ6eHtTU1FQcUdl7+fIlTE1NAfAaTERERERUmsp1Aktd/f83IDMwMIC+vr4Ko1Gd/2LijohUT11dHSYmJqoOQzZy35OIiIiIiKhk8dM2ERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREcmapqoDKA4hhPR3WlqaCiMhKp9ynzc8h4gKL/d5k/ueREREREREJatcJ7DS09Olv6tVq6bCSIjKP55DRMWTnp4OAwMDVYdBRERERPRRYhdCIiIiIiIiIiKSNTVRjvs8ZGdnIzk5GQCgp6cHNTU1FUdEVL4IIaSWjDyHiAov9zmkUCigrs7fhYiIiIiISkO5TmAREREREREREdHHjz8VExERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkawxgUVERERERERERLLGBBYREREREREREckaE1hERERERERERCRrTGAREREREREREZGsMYFFRERERERERESyxgQWERERERERERHJGhNYREREREREREQka0xgERERERERERGRrDGBRUREREREREREssYEFhERERERERERyRoTWEREREREREREJGtMYBERERERERERkaz9P49tk8zT/u1vAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotsoccer\n",
    "\n",
    "sorted_A = A.sort_values(\"vaep_value\", ascending=False)\n",
    "sorted_A = sorted_A[sorted_A.team_name == \"Belgium\"] # view only actions from Belgium\n",
    "sorted_A = sorted_A[~sorted_A.type_name.str.contains(\"shot\")] #eliminate shots\n",
    "\n",
    "def get_time(period_id,time_seconds):\n",
    "    m = int((period_id-1)*45 + time_seconds // 60)\n",
    "    s = int(time_seconds % 60)\n",
    "    return f\"{m}m{s}s\"\n",
    "\n",
    "for j in range(0, 10):\n",
    "    row = list(sorted_A[j:j+1].itertuples())[0]\n",
    "    i = row.Index\n",
    "    a = A[i - 3 : i+2].copy()\n",
    "    \n",
    "    a[\"player_name\"] = a[[\"nickname\", \"player_name\"]].apply(lambda x: x.iloc[0] if x.iloc[0] else x.iloc[1], axis=1)\n",
    "    \n",
    "    g = list(games[games.game_id == a.game_id.values[0]].itertuples())[0]\n",
    "    game_info = f\"{g.game_date} {g.home_team_name} {g.home_score}-{g.away_score} {g.away_team_name}\"\n",
    "    minute = int((row.period_id-1)*45 + row.time_seconds // 60)\n",
    "    print(f\"{game_info} {minute}' {row.type_name} {row.player_name}\")\n",
    "\n",
    "    a[\"scores\"] = a.scores.apply(lambda x : \"%.3f\" % x )\n",
    "    a[\"vaep_value\"] = a.vaep_value.apply(lambda x : \"%.3f\" % x )\n",
    "    a[\"time\"] = a[[\"period_id\", \"time_seconds\"]].apply(lambda x: get_time(*x),axis=1)\n",
    "    cols = [\"time\", \"type_name\", \"player_name\", \"team_name\", \"scores\", \"vaep_value\"]\n",
    "    matplotsoccer.actions(a[[\"start_x\", \"start_y\", \"end_x\",  \"end_y\"]],\n",
    "                a.type_name,\n",
    "                team=a.team_name,\n",
    "                result = a.result_name == \"success\",\n",
    "                label=a[cols],\n",
    "                labeltitle = cols,\n",
    "                zoom=False)"
   ]
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