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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 111,
+   "id": "f4140c4a-12e4-4e83-bb78-7f75208d203f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import flexynesis \n",
+    "import os, re\n",
+    "import seaborn as sns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "id": "a767db03-cbbb-425e-b17a-f686c5847b4f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import all stats from the output folder \n",
+    "# Define paths\n",
+    "output_dir = \"output\"\n",
+    "log_file = os.path.join(output_dir, \"experiment_log.tsv\")\n",
+    "\n",
+    "# Load experiment log\n",
+    "experiment_log = pd.read_csv(log_file, sep=\"\\t\")\n",
+    "\n",
+    "# List all stats.csv files in output directory\n",
+    "stats_files = [f for f in os.listdir(output_dir) if f.startswith(\"experiment\") and f.endswith(\"stats.csv\")]\n",
+    "\n",
+    "# Read and combine all stats files\n",
+    "stats_data = []\n",
+    "for stats_file in stats_files:\n",
+    "    experiment_id = re.sub(\".stats.csv\", \"\", stats_file)\n",
+    "    file_path = os.path.join(output_dir, stats_file)\n",
+    "    df = pd.read_csv(file_path)\n",
+    "    df[\"experiment_id\"] = experiment_id  # Add experiment_id column\n",
+    "    stats_data.append(df)\n",
+    "\n",
+    "combined_stats = pd.concat(stats_data, ignore_index=True)\n",
+    "\n",
+    "# Merge with experiment log\n",
+    "stats = experiment_log.merge(combined_stats, on=\"experiment_id\", how=\"left\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "id": "3fce9106-c307-4f1f-8c7f-97a7361f822d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print rankings of experiments based on pearson correlation \n",
+    "rankings = stats[stats['metric'] == 'pearson_corr'].sort_values('value', ascending=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "id": "93cf3470-3463-4cc7-89fb-7593aaee9afa",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>experiment_id</th>\n",
+       "      <th>model</th>\n",
+       "      <th>data_types</th>\n",
+       "      <th>fusion</th>\n",
+       "      <th>gnn_conv</th>\n",
+       "      <th>method</th>\n",
+       "      <th>var</th>\n",
+       "      <th>variable_type</th>\n",
+       "      <th>metric</th>\n",
+       "      <th>value</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>experiment2</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>mutation,rna</td>\n",
+       "      <td>early</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.457378</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>experiment7</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>mutation,rna</td>\n",
+       "      <td>early</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.430742</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>experiment3</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>mutation,rna</td>\n",
+       "      <td>intermediate</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.403925</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>experiment8</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>mutation,rna</td>\n",
+       "      <td>intermediate</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.365203</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>experiment9</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>mutation,cnv</td>\n",
+       "      <td>early</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.327326</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>experiment13</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>mutation,rna</td>\n",
+       "      <td>early</td>\n",
+       "      <td>GC</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.256676</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>experiment14</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>mutation,rna</td>\n",
+       "      <td>early</td>\n",
+       "      <td>SAGE</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.229021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>experiment15</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>mutation,cnv</td>\n",
+       "      <td>early</td>\n",
+       "      <td>GC</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.222677</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>experiment4</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>mutation,cnv</td>\n",
+       "      <td>early</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.190216</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>experiment16</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>mutation,cnv</td>\n",
+       "      <td>early</td>\n",
+       "      <td>SAGE</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.190098</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>experiment12</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>mutation</td>\n",
+       "      <td>early</td>\n",
+       "      <td>SAGE</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.138012</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>experiment10</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>mutation,cnv</td>\n",
+       "      <td>intermediate</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.130054</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>experiment11</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>mutation</td>\n",
+       "      <td>early</td>\n",
+       "      <td>GC</td>\n",
+       "      <td>GNN</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.125469</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>experiment5</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>mutation,cnv</td>\n",
+       "      <td>intermediate</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.088259</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>experiment6</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>mutation</td>\n",
+       "      <td>early</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>supervised_vae</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.032907</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>experiment1</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>mutation</td>\n",
+       "      <td>early</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>DirectPred</td>\n",
+       "      <td>Erlotinib</td>\n",
+       "      <td>numerical</td>\n",
+       "      <td>pearson_corr</td>\n",
+       "      <td>0.011079</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   experiment_id           model    data_types        fusion gnn_conv  \\\n",
+       "5    experiment2      DirectPred  mutation,rna         early      NaN   \n",
+       "20   experiment7  supervised_vae  mutation,rna         early      NaN   \n",
+       "8    experiment3      DirectPred  mutation,rna  intermediate      NaN   \n",
+       "23   experiment8  supervised_vae  mutation,rna  intermediate      NaN   \n",
+       "26   experiment9  supervised_vae  mutation,cnv         early      NaN   \n",
+       "38  experiment13             GNN  mutation,rna         early       GC   \n",
+       "41  experiment14             GNN  mutation,rna         early     SAGE   \n",
+       "44  experiment15             GNN  mutation,cnv         early       GC   \n",
+       "11   experiment4      DirectPred  mutation,cnv         early      NaN   \n",
+       "47  experiment16             GNN  mutation,cnv         early     SAGE   \n",
+       "35  experiment12             GNN      mutation         early     SAGE   \n",
+       "29  experiment10  supervised_vae  mutation,cnv  intermediate      NaN   \n",
+       "32  experiment11             GNN      mutation         early       GC   \n",
+       "14   experiment5      DirectPred  mutation,cnv  intermediate      NaN   \n",
+       "17   experiment6  supervised_vae      mutation         early      NaN   \n",
+       "2    experiment1      DirectPred      mutation         early      NaN   \n",
+       "\n",
+       "            method        var variable_type        metric     value  \n",
+       "5       DirectPred  Erlotinib     numerical  pearson_corr  0.457378  \n",
+       "20  supervised_vae  Erlotinib     numerical  pearson_corr  0.430742  \n",
+       "8       DirectPred  Erlotinib     numerical  pearson_corr  0.403925  \n",
+       "23  supervised_vae  Erlotinib     numerical  pearson_corr  0.365203  \n",
+       "26  supervised_vae  Erlotinib     numerical  pearson_corr  0.327326  \n",
+       "38             GNN  Erlotinib     numerical  pearson_corr  0.256676  \n",
+       "41             GNN  Erlotinib     numerical  pearson_corr  0.229021  \n",
+       "44             GNN  Erlotinib     numerical  pearson_corr  0.222677  \n",
+       "11      DirectPred  Erlotinib     numerical  pearson_corr  0.190216  \n",
+       "47             GNN  Erlotinib     numerical  pearson_corr  0.190098  \n",
+       "35             GNN  Erlotinib     numerical  pearson_corr  0.138012  \n",
+       "29  supervised_vae  Erlotinib     numerical  pearson_corr  0.130054  \n",
+       "32             GNN  Erlotinib     numerical  pearson_corr  0.125469  \n",
+       "14      DirectPred  Erlotinib     numerical  pearson_corr  0.088259  \n",
+       "17  supervised_vae  Erlotinib     numerical  pearson_corr  0.032907  \n",
+       "2       DirectPred  Erlotinib     numerical  pearson_corr  0.011079  "
+      ]
+     },
+     "execution_count": 70,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "rankings"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "id": "1a73ddb9-ad1a-4e73-8f5b-30d6633c0bea",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import embeddings for the experiment with the best performance\n",
+    "prefix = list(rankings['experiment_id'])[0]\n",
+    "train_embeddings = pd.read_csv(os.path.join(output_dir, '.'.join([prefix, \"embeddings_train.csv\"])), index_col=0)\n",
+    "test_embeddings = pd.read_csv(os.path.join(output_dir, '.'.join([prefix, \"embeddings_test.csv\"])), index_col=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "id": "355cf734-e89f-4979-af31-4c75168ced33",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>E0</th>\n",
+       "      <th>E1</th>\n",
+       "      <th>E2</th>\n",
+       "      <th>E3</th>\n",
+       "      <th>E4</th>\n",
+       "      <th>E5</th>\n",
+       "      <th>E6</th>\n",
+       "      <th>E7</th>\n",
+       "      <th>E8</th>\n",
+       "      <th>E9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>E112</th>\n",
+       "      <th>E113</th>\n",
+       "      <th>E114</th>\n",
+       "      <th>E115</th>\n",
+       "      <th>E116</th>\n",
+       "      <th>E117</th>\n",
+       "      <th>E118</th>\n",
+       "      <th>E119</th>\n",
+       "      <th>E120</th>\n",
+       "      <th>E121</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>SNU-C5</th>\n",
+       "      <td>-1.326363</td>\n",
+       "      <td>-1.014425</td>\n",
+       "      <td>-1.533403</td>\n",
+       "      <td>-0.966718</td>\n",
+       "      <td>0.709527</td>\n",
+       "      <td>3.630026</td>\n",
+       "      <td>3.889834</td>\n",
+       "      <td>-2.300196</td>\n",
+       "      <td>1.131842</td>\n",
+       "      <td>1.146568</td>\n",
+       "      <td>...</td>\n",
+       "      <td>4.081871</td>\n",
+       "      <td>-0.687581</td>\n",
+       "      <td>0.052910</td>\n",
+       "      <td>-1.841748</td>\n",
+       "      <td>2.587779</td>\n",
+       "      <td>-2.992198</td>\n",
+       "      <td>-1.364355</td>\n",
+       "      <td>3.443129</td>\n",
+       "      <td>4.049392</td>\n",
+       "      <td>3.145729</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>SW1710</th>\n",
+       "      <td>-0.320892</td>\n",
+       "      <td>0.853517</td>\n",
+       "      <td>0.728602</td>\n",
+       "      <td>-2.302475</td>\n",
+       "      <td>-0.016019</td>\n",
+       "      <td>-0.216965</td>\n",
+       "      <td>-2.250266</td>\n",
+       "      <td>-0.713371</td>\n",
+       "      <td>1.686286</td>\n",
+       "      <td>-2.336590</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-1.258038</td>\n",
+       "      <td>-2.100656</td>\n",
+       "      <td>0.858545</td>\n",
+       "      <td>-2.914299</td>\n",
+       "      <td>-1.125634</td>\n",
+       "      <td>2.922668</td>\n",
+       "      <td>0.213584</td>\n",
+       "      <td>-0.862049</td>\n",
+       "      <td>0.005195</td>\n",
+       "      <td>-1.284708</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>NCI-H1373</th>\n",
+       "      <td>-0.509617</td>\n",
+       "      <td>0.288870</td>\n",
+       "      <td>-0.443826</td>\n",
+       "      <td>-0.690417</td>\n",
+       "      <td>0.256860</td>\n",
+       "      <td>0.773098</td>\n",
+       "      <td>0.318691</td>\n",
+       "      <td>-1.276077</td>\n",
+       "      <td>0.469151</td>\n",
+       "      <td>-0.537552</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.681235</td>\n",
+       "      <td>-0.929315</td>\n",
+       "      <td>0.266525</td>\n",
+       "      <td>-1.817682</td>\n",
+       "      <td>0.570230</td>\n",
+       "      <td>0.368257</td>\n",
+       "      <td>-0.105976</td>\n",
+       "      <td>1.127853</td>\n",
+       "      <td>0.490956</td>\n",
+       "      <td>0.640613</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>GP2d</th>\n",
+       "      <td>-1.264342</td>\n",
+       "      <td>-1.788604</td>\n",
+       "      <td>-1.905769</td>\n",
+       "      <td>-0.817450</td>\n",
+       "      <td>1.311756</td>\n",
+       "      <td>4.572412</td>\n",
+       "      <td>5.023622</td>\n",
+       "      <td>-1.698711</td>\n",
+       "      <td>0.743299</td>\n",
+       "      <td>1.599851</td>\n",
+       "      <td>...</td>\n",
+       "      <td>5.585792</td>\n",
+       "      <td>0.575065</td>\n",
+       "      <td>0.254868</td>\n",
+       "      <td>-0.471961</td>\n",
+       "      <td>2.456927</td>\n",
+       "      <td>-4.983343</td>\n",
+       "      <td>-1.874597</td>\n",
+       "      <td>2.965848</td>\n",
+       "      <td>5.472968</td>\n",
+       "      <td>3.452289</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>SK-UT-1</th>\n",
+       "      <td>-0.100351</td>\n",
+       "      <td>0.342412</td>\n",
+       "      <td>0.499953</td>\n",
+       "      <td>-0.624713</td>\n",
+       "      <td>-0.053928</td>\n",
+       "      <td>-1.002674</td>\n",
+       "      <td>-0.609315</td>\n",
+       "      <td>-0.786752</td>\n",
+       "      <td>0.358578</td>\n",
+       "      <td>-0.086800</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-1.132488</td>\n",
+       "      <td>-0.241730</td>\n",
+       "      <td>0.177172</td>\n",
+       "      <td>-0.297417</td>\n",
+       "      <td>-0.785014</td>\n",
+       "      <td>1.260369</td>\n",
+       "      <td>0.623044</td>\n",
+       "      <td>-0.929883</td>\n",
+       "      <td>-1.178792</td>\n",
+       "      <td>-0.310783</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 122 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 E0        E1        E2        E3        E4        E5  \\\n",
+       "SNU-C5    -1.326363 -1.014425 -1.533403 -0.966718  0.709527  3.630026   \n",
+       "SW1710    -0.320892  0.853517  0.728602 -2.302475 -0.016019 -0.216965   \n",
+       "NCI-H1373 -0.509617  0.288870 -0.443826 -0.690417  0.256860  0.773098   \n",
+       "GP2d      -1.264342 -1.788604 -1.905769 -0.817450  1.311756  4.572412   \n",
+       "SK-UT-1   -0.100351  0.342412  0.499953 -0.624713 -0.053928 -1.002674   \n",
+       "\n",
+       "                 E6        E7        E8        E9  ...      E112      E113  \\\n",
+       "SNU-C5     3.889834 -2.300196  1.131842  1.146568  ...  4.081871 -0.687581   \n",
+       "SW1710    -2.250266 -0.713371  1.686286 -2.336590  ... -1.258038 -2.100656   \n",
+       "NCI-H1373  0.318691 -1.276077  0.469151 -0.537552  ...  0.681235 -0.929315   \n",
+       "GP2d       5.023622 -1.698711  0.743299  1.599851  ...  5.585792  0.575065   \n",
+       "SK-UT-1   -0.609315 -0.786752  0.358578 -0.086800  ... -1.132488 -0.241730   \n",
+       "\n",
+       "               E114      E115      E116      E117      E118      E119  \\\n",
+       "SNU-C5     0.052910 -1.841748  2.587779 -2.992198 -1.364355  3.443129   \n",
+       "SW1710     0.858545 -2.914299 -1.125634  2.922668  0.213584 -0.862049   \n",
+       "NCI-H1373  0.266525 -1.817682  0.570230  0.368257 -0.105976  1.127853   \n",
+       "GP2d       0.254868 -0.471961  2.456927 -4.983343 -1.874597  2.965848   \n",
+       "SK-UT-1    0.177172 -0.297417 -0.785014  1.260369  0.623044 -0.929883   \n",
+       "\n",
+       "               E120      E121  \n",
+       "SNU-C5     4.049392  3.145729  \n",
+       "SW1710     0.005195 -1.284708  \n",
+       "NCI-H1373  0.490956  0.640613  \n",
+       "GP2d       5.472968  3.452289  \n",
+       "SK-UT-1   -1.178792 -0.310783  \n",
+       "\n",
+       "[5 rows x 122 columns]"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "train_embeddings.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "id": "19ef3c0a-9f24-45c6-9ca6-965c9855a211",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>E0</th>\n",
+       "      <th>E1</th>\n",
+       "      <th>E2</th>\n",
+       "      <th>E3</th>\n",
+       "      <th>E4</th>\n",
+       "      <th>E5</th>\n",
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+       "      <th>E7</th>\n",
+       "      <th>E8</th>\n",
+       "      <th>E9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>E112</th>\n",
+       "      <th>E113</th>\n",
+       "      <th>E114</th>\n",
+       "      <th>E115</th>\n",
+       "      <th>E116</th>\n",
+       "      <th>E117</th>\n",
+       "      <th>E118</th>\n",
+       "      <th>E119</th>\n",
+       "      <th>E120</th>\n",
+       "      <th>E121</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>EKVX</th>\n",
+       "      <td>-0.066599</td>\n",
+       "      <td>-0.377855</td>\n",
+       "      <td>-0.399491</td>\n",
+       "      <td>-0.315602</td>\n",
+       "      <td>0.600204</td>\n",
+       "      <td>1.723170</td>\n",
+       "      <td>0.921402</td>\n",
+       "      <td>-0.679593</td>\n",
+       "      <td>0.296013</td>\n",
+       "      <td>0.032882</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.714673</td>\n",
+       "      <td>-0.103208</td>\n",
+       "      <td>0.726023</td>\n",
+       "      <td>-1.009090</td>\n",
+       "      <td>0.650752</td>\n",
+       "      <td>-0.975089</td>\n",
+       "      <td>-0.864790</td>\n",
+       "      <td>1.118884</td>\n",
+       "      <td>2.256648</td>\n",
+       "      <td>0.522175</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>SW1710</th>\n",
+       "      <td>-0.007292</td>\n",
+       "      <td>0.250777</td>\n",
+       "      <td>0.607979</td>\n",
+       "      <td>-1.180817</td>\n",
+       "      <td>-0.161634</td>\n",
+       "      <td>-0.102553</td>\n",
+       "      <td>-1.383317</td>\n",
+       "      <td>0.128270</td>\n",
+       "      <td>1.127933</td>\n",
+       "      <td>-1.519852</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-0.577049</td>\n",
+       "      <td>-0.830595</td>\n",
+       "      <td>0.493724</td>\n",
+       "      <td>-1.057146</td>\n",
+       "      <td>-0.423841</td>\n",
+       "      <td>1.289745</td>\n",
+       "      <td>-0.141110</td>\n",
+       "      <td>-0.791788</td>\n",
+       "      <td>0.358498</td>\n",
+       "      <td>-1.149045</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>HCC2998</th>\n",
+       "      <td>-1.629988</td>\n",
+       "      <td>-1.556557</td>\n",
+       "      <td>-2.245868</td>\n",
+       "      <td>-0.034770</td>\n",
+       "      <td>1.434803</td>\n",
+       "      <td>3.805906</td>\n",
+       "      <td>5.327916</td>\n",
+       "      <td>-1.762922</td>\n",
+       "      <td>-0.080994</td>\n",
+       "      <td>2.401118</td>\n",
+       "      <td>...</td>\n",
+       "      <td>5.550376</td>\n",
+       "      <td>0.969919</td>\n",
+       "      <td>-0.802891</td>\n",
+       "      <td>0.252927</td>\n",
+       "      <td>3.199107</td>\n",
+       "      <td>-5.432200</td>\n",
+       "      <td>-1.268160</td>\n",
+       "      <td>3.151138</td>\n",
+       "      <td>4.570761</td>\n",
+       "      <td>3.697120</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>SK-UT-1</th>\n",
+       "      <td>-0.267881</td>\n",
+       "      <td>0.203268</td>\n",
+       "      <td>0.331006</td>\n",
+       "      <td>0.315213</td>\n",
+       "      <td>0.262479</td>\n",
+       "      <td>-1.491607</td>\n",
+       "      <td>-0.110828</td>\n",
+       "      <td>0.119851</td>\n",
+       "      <td>-0.473098</td>\n",
+       "      <td>-0.039083</td>\n",
+       "      <td>...</td>\n",
+       "      <td>-0.477708</td>\n",
+       "      <td>0.919073</td>\n",
+       "      <td>-0.813029</td>\n",
+       "      <td>1.204168</td>\n",
+       "      <td>0.027079</td>\n",
+       "      <td>0.114670</td>\n",
+       "      <td>0.452598</td>\n",
+       "      <td>-0.980037</td>\n",
+       "      <td>-1.346043</td>\n",
+       "      <td>0.126603</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5637</th>\n",
+       "      <td>-0.240300</td>\n",
+       "      <td>-0.441339</td>\n",
+       "      <td>-1.039366</td>\n",
+       "      <td>-0.341920</td>\n",
+       "      <td>0.684593</td>\n",
+       "      <td>1.719105</td>\n",
+       "      <td>1.080924</td>\n",
+       "      <td>-0.245482</td>\n",
+       "      <td>0.306131</td>\n",
+       "      <td>0.030507</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1.677477</td>\n",
+       "      <td>-0.074296</td>\n",
+       "      <td>-0.123364</td>\n",
+       "      <td>-1.321868</td>\n",
+       "      <td>0.770241</td>\n",
+       "      <td>-1.199614</td>\n",
+       "      <td>-0.695904</td>\n",
+       "      <td>1.193223</td>\n",
+       "      <td>2.269440</td>\n",
+       "      <td>0.819483</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 122 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "               E0        E1        E2        E3        E4        E5        E6  \\\n",
+       "EKVX    -0.066599 -0.377855 -0.399491 -0.315602  0.600204  1.723170  0.921402   \n",
+       "SW1710  -0.007292  0.250777  0.607979 -1.180817 -0.161634 -0.102553 -1.383317   \n",
+       "HCC2998 -1.629988 -1.556557 -2.245868 -0.034770  1.434803  3.805906  5.327916   \n",
+       "SK-UT-1 -0.267881  0.203268  0.331006  0.315213  0.262479 -1.491607 -0.110828   \n",
+       "5637    -0.240300 -0.441339 -1.039366 -0.341920  0.684593  1.719105  1.080924   \n",
+       "\n",
+       "               E7        E8        E9  ...      E112      E113      E114  \\\n",
+       "EKVX    -0.679593  0.296013  0.032882  ...  1.714673 -0.103208  0.726023   \n",
+       "SW1710   0.128270  1.127933 -1.519852  ... -0.577049 -0.830595  0.493724   \n",
+       "HCC2998 -1.762922 -0.080994  2.401118  ...  5.550376  0.969919 -0.802891   \n",
+       "SK-UT-1  0.119851 -0.473098 -0.039083  ... -0.477708  0.919073 -0.813029   \n",
+       "5637    -0.245482  0.306131  0.030507  ...  1.677477 -0.074296 -0.123364   \n",
+       "\n",
+       "             E115      E116      E117      E118      E119      E120      E121  \n",
+       "EKVX    -1.009090  0.650752 -0.975089 -0.864790  1.118884  2.256648  0.522175  \n",
+       "SW1710  -1.057146 -0.423841  1.289745 -0.141110 -0.791788  0.358498 -1.149045  \n",
+       "HCC2998  0.252927  3.199107 -5.432200 -1.268160  3.151138  4.570761  3.697120  \n",
+       "SK-UT-1  1.204168  0.027079  0.114670  0.452598 -0.980037 -1.346043  0.126603  \n",
+       "5637    -1.321868  0.770241 -1.199614 -0.695904  1.193223  2.269440  0.819483  \n",
+       "\n",
+       "[5 rows x 122 columns]"
+      ]
+     },
+     "execution_count": 73,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "test_embeddings.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "id": "85a7c635-a163-4778-bf3c-a5531abffa89",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# get drug response scores and make PCA plots \n",
+    "clin_train = pd.read_csv('./ccle_vs_gdsc/train/clin.csv')\n",
+    "clin_test = pd.read_csv('./ccle_vs_gdsc/test/clin.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "id": "213bfff0-f47a-4d01-be5c-04e393adb257",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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3urCjG+V8D9Cy0KZrgyHz3YUB7nDOfcElWSTIOTcH3/Op0Vn4QMdtzrkvuSSLgzjnnk7Ic37Kyv0CIl8Jbfqdc+5ql6TnpvN+Afw4tPm7UYdm4nvhHu+c+zBi+iiupvmQ5Z8F7U+5GJZz7i3n3Lkuda/IfZ1zP3fOrU+xH+dcjXPuKzQ/x1+dRbu7skX4IP+/XZretM65tcBp+HkAwb+Xr8yinhj+3HGh89NKJJa/GP/9Y1to88/SlPcLmqYm2Aoc6Zx7PllC59wyfACusTf0njSfziUrwRD0PYKH9cBnMrx2cefck865/2ltnSIiPYECgCLSgjFmH+AHCZvvTXg8NHQ/ju8h0aGMMUfgV69t9K8kyR7HX/Q0uqwDmvI/+GF4YQfie4e8D2w1xjxljPmJMeZkY0y/LMoOD+dZj+/h0KZVD5Nd5KbxU3yPMPDDjma1pe52dg5+VUTwAbrLk12MhznnHscPfWsUdc6yu51zz2XfxPYX8fMYtaxi/ATyjR52zt2fIdsv8BeojbK54OwIc0L3Z6dIE97+fzQNRT4qRYA+nL5LzP8X+EmqAHfIX0L3980iONQW1+GP++ADANfugjrbSx2+B3s6ieeWOppPO5Apz7BgNdtkvkRTMH8VvodfJt+nafqJ4fihoFFc79px5dVg7t8vhzbNA77T1nKzPEeF65tujBmRMmU34ZyrjXqed87twM+n2OjELKv7skuzWnVwvAkH/fYzxuydmC6YjuXs0KbrXIYVioMfMn8U2tSWOUSHhe5vdlrhV0QkEgUARQQAY0wfY8x+xpgf4+dSC0/k/IBzLrHHUXii6vJddMF8Wej+UtdyLrLGHkK3hzZ9MrhoaTfBL9lHA4tTJCnBDwn7Fn4473pjzL+DQE5KxpihwOGhTX92zm1Llb4jBL+gvxLa1JUCgBeE7j/lnEs1l1uicI+RY1OmSp1nl2vF5zGqw4D+ocd/zpQh+EyFg0yTs11UpZ3NCd3fK5gzc6eE+f824uckeyF4vDt+uF2i2SnK72z/iJAm/HktoGkuzw4TfPZuC236sjFmWKr0XcyTQU+qdObRfJ7NJ9L1wg68m5BncmKCIPh8XmjTHzP9iAG+9xt+CG2jKMexBpr3fm0P+9N8/tZfu108B1/Qi3BJaFNXOkftKuGe6ROMMakW3kj0nnPulczJ+DvN38ulSdKcQ9O8f9uDPFGEz60zjTGtXWQr3NtvSNAjUEREMlAAUKR3esYY48I3/Be4N/HDA4tCad8j+TCNcK+2Dpt0vpExpg/NL5z+nSZ5+AvmCJoWg2g3zrl5+InJvwx8kCF5EX4I55vGmF+lCUgenvD4/jY1svXCw7BGdlIbkgmv2PloFvnCwbKpxpi+EfK0CC53oPb4PEYVXsE0jl/cJIqH05Szq71B82PO7IT9++MXDgB4NvhxYk6q9MaYsTQPaoTTdqaPIgSdANYkPB7QAW1J5ns0LeZSTDv0BNtFMgbPgx5SW9qYZ0CSZNNoPvy+tcexxCk4klkYTFnRnnSO6hrCz9/QfEG2dB6PkigYih2edmD/JMnCC9jMidqL0/lFm5aHNkV5LyezED9XZ6P7jTH7trIsEZFeQwFAEUmlBj/f2iEpLiLC88f02QXtOYemi3pIPvwXAOfcGzTNkQNtC5ikFMxJ9Fvn3BT8JOffwF8QpRoOHcPP/ZQqeDk1dL8W3wul3RhjhhpjvmyMuccY84ExZrMxpi5J8OniULb+qcrblYwxw2m+gt+CLLKHL5Zi+CF06ZS357C5dpLp8xjVxND9penmTErwAf49maycXSrCPIDhx3MS/mZK31Xm/wO/AmhGwZDAsF1xPCaYVy7cM/Rzxphxu6LuNor0uuJX4m2Ucm66NHmS/TvMTHjc2uPYqJSpmqQdjtlK4XPUcudcqtWtW8UYM9YY821jzIPGmKXGmK3GmIYk56hw8KlLnKPaizHmQGPML4wxTxtjVhljKowx8YTnnzj3cdTXIJtjW7iH/aQk+8Pv5Wzex5D9e7mFIOB4a2jTDOAtY8ybxpjvG2OOCaa8EBGRkF0xT4yIdD1rgKrQY4cfTrENP6z1VeDeDEGQ8Bf/EmOM6eBhwOEg3mvBZNXp/IumBS1KjTG7dUBviJ2cc2/jV0b8JUAwrOUofOAyPFQG/GIUjznnbk4oZlDo/uYkC5y0ijEmH7+66NeB/CyzF7ZHG9rBoITHD7VhrZUBGfa3mBy9g7XH5zGqcO+jj1OmSuCcazDGbKZp3qXd0qXfBebQNPfV7IR94cfPBH/fxP+79gOOTDhehdN3pfn/spkXLawtixBl6wf4qRmKgTzgeprPMdkVteZ1bU2eZP8OicexHa08jg2IkKYjjmPh9kcNpGYUDGH9JfAZsn//dpVzVJsYYybhp2Q4qhXZo74GGzIn2Sl8fkh2vA+/F75hjIkyl2UyA1qZD/yPrrNoPgx8v+D2v0CtMeYV/ArB/w56H4qI9GoKAIr0ThcHKx22RfgX3Bz8r7gr21hmUkGvkiNDm1L2/ktI8wP8xUQBfgjujWlztKMgWHMPcI8x5rvAnTRfOfH/AYkBwHYfVh0MN76b5JPGN+AXM6mmeY+CIaG27MpgQjrt2csjU6+AXTqnFe3zeYwq3Cspau+/RuHeTVGGUXekOaH704wxQ5xzGxLm//vYOfc+7AxgvoBf4bJxHsDGHrazU5QrGTjn1hljfoMfqg5wsTHmZ42vu7TQXsexKD2bOuI41hHnqL74qQiSTStQh/+xsYrmc9KNpCno1VXOUa0WrAz9LP7YlKjxx6BqmhbeAQjPwxr1NajKnKRZvY2SHe935Xs5KedcebA43DeBL9J8bmrwP3geGdx+aIz5GfCjti6sJiLSnSkAKCKt9TpwYejxAXRQABDfwyT8Bfe3xpjftqKMXRYADHPOLTbGnIgfltz4S/oEY8wE51x4MvNwj432CrBcSfPg31zgd/hAx3LnXENiBmPMP+h6vXgSg1WraX0Pqdbm6wnCF+3ZXniFg4cdPu9nBo3zADZ+Tmbjg+zN5v9LyDMHHwAEv4jPvC48/1938nPgKnxPnhh+lc8zO7E9XVnicawjhul2pI44R32P5sG/54Gb8Av3rE4WrDHGPEvzHwW7rWBhmJtpCv45/DzGtwFvJFvdNsjTmiBWUeYkO4XPD8mO95U0LU61mebzX2ajTSMznHNVgDXG/AQ/3/PxwBH4Icrhqa764FfTnor/QVhEpFdSAFBEWuu5hMdHA/e2dyXBF91L26Go/Y0x07NYObZdBb2T/oX/lbrRFJqvZhj+oj/QGJPXDsOAvxS6/yRwajBZfToD2lhnR0i8CLrUOfdU0pSSTvhia3DKVAmCnqThYWAdNpw+CudcvTHmRZoPA76T5MN/kz2eDfyWrjv/X7fhnNsa9Kz5SbDpDGPMQc65V7MpppXVZxPQ6AoSj2NTdvUqum0Ubn+bV30Opqf4fGjTLcCnIwzDH9DWuruQg2keAL0iyfQgiQa0sq4hWaQNnx+SHe830RQA/INz7n9b2aZ2EayU/WBwwxizG/78cAlwCk0/Il9ojLnDOfdApzRURKSTaREQEWmtd2i++uTFxpiOmIvnGJr30PkI32si6q0mlPeyDmhfNuYnPC5Jsz8fP6l1qxljRtJ88u7vRAj+AXTFifzX0LwXQm9c+bE9hAPO47OYJH0yfih9o0xzcO4Kc0L3Zyf8TdwP8BZQHtw/MvhxIZy+K83/1938luZzwv0kVcIUwj3jIr0njTF5dP5clNlKXDE+6uqtXUX4HDXWGJM45DJbB9A0rNgB/y/TZzD43I5Jl6abOSZ0f2GE4B+0/hy9VxZpp4fuL0qyP/xe7nLnY+fcFufc7c6504AzaN5jUj0ARaTXUgBQRFolGDoaHoa7G/CFDqjqstD9jcAE51zkG75HQaNLgjnCOktBwuPEFRRfSHh8ZhvrS7y4nJspgzFmMNEvEsK9E7M5nyT2asyYN8nKr62ZKF38giKNYvjhUlGcnPA4Ve+u1r4nWmNO6P7UIODdOP/fBudcs4B7cMxq/IwNwgfYZ6cor6125evQ6YLVpH8Q2nS0MSbqewtga+j+QGNM4rEymVn4hUe6kzdp/kNGdzuOPZ/w+Mw2lhc+R21wzq2NkGc/etbKv+HXIOM5OnB0K+s6IUoiY8xQmq/y+3qSZOEpFrr0cGzn3INAWWjT1FRpRUR6uh7/pVREOtQfaX7h9oNgMuusGWOKjTGfSthWApwV2nRPK4ZL3RG6P5SWgYxd6bCEx83mf3LObaD5l+rPBq9BayVODB6lh+bVRD83hC9ks2ln4nxCUfPeFbp/frDSsmTnRZp/Zj+fIt1OQdD8M6FNC51zH6ZI3tr3RGs0zgPY6Os0zUs2J0We8PbL6Lj5/3bl69BV/AUIvy9+lEXecA+jHPxcjpm0x9QQu1Rw/ro/tOmaTmpKa71J83/jr7TxR7XwOSpK0Bc65ofGzhR+DTKeo4PXO+NxO4Xpxphki60kugz/OWz03yRp7qGpV914Y0xnfreKInyM0RRYItJrKQAoIq3mnNtG88BAIfCUMWbvbMoxxkwBXqZ5sA/gfJoPB7u9Fc18Fgj3KrisFWXsZIw5yBjzvWwDc8aYg2j+/JY455INo7whdH8YcFMw5Kk1EhdlOTVdYmPMDOBbWZT/Uej+xGA+p4yC983W0KbpKZIm+id+8Q/wE3r/I5ibLrIOGqbebQQTpv8ztOlkY8wZGbJ9DT9fZaM/pkkbfk9E/XdtlSS9Qq8M3Z+TIlt4ezh9e8//t8teh64imK/0e6FNB9A0R2OmvB/RfAjxp9OlN8YcQPNzT3fyM5rmPDzIGPPtdIkTGS9qsKxdBQty/Ca0aQbNe35mK3yOGmCMSfyRrBljzAl0w8BvBuHX4MhgVeR0rgcmtqG+XwfD55Myxoym+feAt5xz7ySmC76/hOd9/mPQczCytpyPjTHDon7nCISnVPkoZSoRkR5OAUARaRPn3D00vyAYBrxkjPlBpiCZMWa8MebPwHs0H27S6PLQ/bW0XHgkSvviwN2hTacZYwZlW05IP8ACy40xNxhjkrW7GWPMecCjNP9F/RfJ0jrnymj+a/tFwJ3pvlgHr+MfjTGHJpS1luZBjf8zxiQd3muMOQZ4Ch/Ejbq64Os0XcgW43uARv1C/1ro/jeC1VjTCuYvvCpU5yn4gPOk1Ln8RYYx5gxjzGPANyO2ryf7Cc0ndf+3MSZpcNgYcyXN53NbDPw5TdnhocHnG2M6emjYnND9ohTbw8LzAIbTt/f8f+HXYbYx5uw2BPK7k9vwx/NG2SwUEe6tfZkx5vxkiYwxs4GH8b14ut2cjcFCVOEfen5sjLkx03x6xpjdjTGfx7++h3RkGzP4I/5z1OhbQftTnu+NMXsbY+4wxuyRsOsNmv8Y9FdjzKgUZZwP3IfvMdeaFXC7qidC93cDbk52HjXGFBhjfgz8P1r//OP4985txph+iTuNMeOBR2i+yEi6c+b/0DSVyR7Aa5mG/htjYsaYQ40xf6V5b9hsnQQsM8Z8M9V7JlTnNTQf/VGWKq2ISE+nLtAi0h6+CuzAfzEFHwz6Dj6w8zzwCrAhSDMYP2H0sUDK4cJBUCd8kXN3EMxrjTtoWn03H7iY5vMXtsZu+Of9VWPMR/gejPPx8xRW4ecomoLvAZM4YfcjwF/TlH058BJNv/Kfg++p9TA+cLYJ/xrvCRxO0wqCyXpI/gy4Nbg/FHjTGHNP0N4d+PmHTqBpDp95wELg3DTtA8A5t9oY8wRN8wpdC3zJGLOc5ouv/NE5l9hr7JZQvpnAh8aYlfiLwcaL+jXOuVMS6nzQGGPxvSDAz6G10BjzLH5+t9VANf71HwXsg38f9QnSv5zpefV0zrm1xpirgP/gL6b7AP81xjyDD1RvxL8vzsTPs9aoGr/6clWa4m/DB8jz8cNxnzXGfAysBxpC6U5xzq1pmT1rc5JsW+ecW5AssXOuwRjzAj54nKmctijDXxgPxAf+7wa2GmNWA+FpDD7jnHujnevuNM65uDHmOqA1K2zegO/V1wf/A/XtxpjLgMeAbfhg4vE0zX92My0XieouvoXvkdR4DLwaH/R8FP/DysfB9gHABGBf/LDorHo8dwTnXK0x5gL88bZxVdmrgQuMMf/FLxC2BT/0fRL+GN3YC/abCWXVGWNuAL4fbJoCzDfG3I4PMtbhA0un4ef+Ax8wKwSOaPcn1zojjTFLMidrZpVzbjaAc+4NY8zTNC0Gcg5wYPAaLMLPczkFP4JgdJDG0vSaZeMn+O9p5wCHG2P+gz/f5+O/R5xD8x9G/uqcezJVYc65j4wxF+I/74X4f6vHjTHv4/+dluKnQ+iDf6/MxJ+PG3/QfLZFodkZAfwU+Ikx5i38d82l+PdfPv470ik07/23APh7G+sVEem2FAAUkTYLes5cZ4yZi+/Z1vgrfwFwXHDL5D58AKnR5Qn7WzP8t9FL+GE2jV+eL6f1AcBqfIAq3JtnDNEvQm8FPpcumOmc2xgMhXoQOCjY3AcflMsYmEso659Bj5nGIXUF+F6FyVbB+xB/kfGdLKq4CniGpn/zQpoPF4UkvYCcc/8xxpwCXBJsMkEZ4R4iA5JV6Jz7vjFmLfA7/PNpXM11doT2NmRO0vM55+4IhhH+laaFFI4m9eTyFcAZzrm0AdTggvBLwI00BSsGB7ewbIZupdM4D2B42Fymi8o5dHAA0Dm3Iwhe3UHTBfUAWr6nMw3363acc2XGmFeAg7PMt8IY8zn8EPXGESonBbdED+OPPYmr6nYLzrl6Y8xpwO+BzwWbi/HH38SpMJLp1OOYc25x0OP8YZpWmh8IfCq4ZeMn+B+yGoOh/YDPpkj7Fv7cdXeK/Z0hFxjfijxhn8L/ONX4HWUPmn8fCvsH8ENaFwB8Ev8j28/x5+Wvpkl7P/4zlpZz7nFjzNH44cDDg817EW0xsfZ6Hxv8j1WzMqRbBJzknKvJkE5EpMfSEGARaTfOuTvxvda+iA+6ZVqw42N8oGA/59xZzrklAMG8buGLiJW0oedWEKC8M7Rpn2znKQyV9QK+B+M1+KG6W9LnAHzQ8E7gKOfcpVG+fDrnPgYOBa6g+eTVySzB9wh4O8X+z+C/6G9KsX878Cdg38Z/g6iCxSD2xg8Fego/j1d1xLyfBE7HB3cXB+2INKTPOfcX/IXnn/G9g9LZiO/tVkrz4ay9mnPuVnyPjDJSf1ar8RecU5xzz0Qs90/4C7E/4HsDbaWDAhZJ5gGEzMG8xOfR3vP/ATtXnpyB/1HkNXyPwGwXMequsprXrpFz7jZ8cDbVMW8DPjByWne/iHfO1TnnPo/vEfUwUJshyxL8jx4HOucSV+Pd5ZxzS/HHj2/Qcr7ZRPPwi/S06PUbfIZPA36M75WezCZ8T69DnHMbW9vmrso5txrfw/NOUg/vXQJc5py7rC3TFTjnfol/vVMd8z4GvgScFXXRNefcK/jvfteR+b1QBTyOD3x/Ikr5KTyG7834Ipk/O2vw35H2cc6taEOdIiLdnmnfKW9ERJoYY/rjh5UMw/cAKsQHAzYAbwcXEN2aMSaG//V/Ev5X+xL8r/sV+Av++cD7bb1YNcZMwE+qPxTfa6gCWAG845xbFrGMQnxPi2lBGRvxX9afdc5VtqV9ncn4VREPACYDu+N7l1UAq/Cv/6J2nt+txzHGDMD3oByJHz69GT9Rerd+b0j3FMyXuD9+2OdA/A8tS4E5wWIjPU6w+MNh+PNI4zy1W4FlwHtBkKjLMn4RqX3wQz0L8XNtLsMvIhFpuH8wL92R+GBSEX7qgI/wc3T2yH/3RMaYEfhh043z2q0FFjjn3uyAumbhh2cPx/97LQaeiRr4S1PuVPyw9cH4Hp078P+WC2mH70NJ6ivE/xA5Af99swgfaNwIzAXmOefU+19EBAUARUREREREREREejQNARYREREREREREenBFAAUERERERERERHpwRQAFBERERERERER6cEUABQREREREREREenBFAAUERERERERERHpwRQAFBERERERERER6cEUABQREREREREREenBFAAUERERERERERHpwRQAFBERERERERER6cEUABQREREREREREenBFAAUERERERERERHpwRQAFBERERERERER6cEUABQREREREREREenBFAAUERERERERERHpwRQAFBERERERERER6cEUABQREREREREREenBFAAUERERERERERHpwRQAFBERERERERER6cEUABQREREREREREenBFAAUCdTV1e1XV1fn6urq9uvstoh0pjVr1qxas2aNW7NmzarObotIZ9E5QcTTOUHE03lBRLo7BQBFRERERERERER6MAUARUREREREREREerDczm5AV1daWvoAUBo8/EdZWdlladJ+ArgK2A/oA6wEHgR+UlZWtrGDmyoiIiIiIiIiItKCegCmUVpaeg5Nwb9MaX8P3AscDwwA6oCJwNeA90pLS6d2UDNFRERERERERERSUgAwhdLS0v7Ab4FtwMIMaT8LXAM44DtASVlZWQmwD/AeMBQoKy0tze/INouIiIiIiIiIiCRSADC1nwPDgeuA9akSBUG97wcPbywrK/tRWVlZJUBZWdlc4DSgEpgAfKZDWywiIiIiIiIiIpJAAcAkSktLDwc+C7wO3JQh+bHAMHzvv58n7iwrK/sI+E/w8JJ2bKaIiIiIiIiIiEhGCgAmCHr0/QWIA1eWlZXFM2Q5Jvg7v6ysbGWKNI8Ffw8uLS3t0w7NFBERERERERERiUQBwJb+HzAFP5z3rQjppwV/30uTpnGfCcoWERERERERERHZJXI7uwFdSbBS77eBNfjFPKIYHvxdkyZNeN9wgDVr1qzKuoHS0fJisRjxePwR/CrOIr3VsMa/OlZJL6Zzgoinc4KIp/OCRDZixIhRnd0GkUQKAAZKS0sN8GcgH/hKWVlZRcSsfYO/lWnShPf1C/6OzK6FsivE43GAIZ3dDpEuIgcdq6QX0zlBpBmdE6TX03lBRLozBQCbfA44HHikrKzsrl1Q3+pdUIdkJy8Wiw2Jx+Mb0K960rsNw1/oNQDrOrktIp1F5wQRT+cEEU/nBRHp1hQABEpLS4cDPwOqgC9kmX178Lc4TZrwvgpQl+CuqK6ubj/gTeDkvLy8KPM/ivRIwRCvkcA6Haukt9I5QcTTOUHE03lBRLo7BQC9nwD9gR8DG0pLS/sm7M8J/uaG9lUGKwSvAfYFRqQpP7xvbTu0V0REREREREREJBKtAuyNDf7+P3wPvcTb4cH+i0PbZgbb5gd/90pTfuM+ByxslxaLiIiIiIiIiIhEoABg2z0d/N2rtLQ01bCIE4O/r5SVle3YBW0SEREREREREREBNAQYgLKystnp9peWls4BjgL+UVZWdlnC7qfxEyIPA74BfDkh72jgwuDhv9reWhERERERERERkejUA7CNysrKaoHvBg+/WFpa+q3S0tIigNLS0pnAf4E+wBLgr53TShERERERERER6a0UAGwHZWVlfwH+ABj8giLlpaWl24C5+LkC1wOlQbBQRERERERERERkl1EAsJ2UlZVdA5wFPAmUAwX4Xn83ADPKysoWdGLzRERERERERESkl9IcgBFkmiMwlO4+4L6ObY2IiIiIiIiIiEh06gEoIiIiIiIiIiLSgykAKCIiIiIiIiIi0oMpACgiIiIiIiIiItKDKQAoIiIiIiIiIiLSgykAKCIiIiIiIiIi0oMpACgiIiIiIiIiItKDKQAoIiIiIiIiIiLSgykAKCIiIiIiIiIi0oPldnYDREREREREpHuy1hpgFrAHUA28Ya3d0LmtEhGRRAoAioiIiIiISFaCwN/lwNeBaaFdddbau4HvWWsXd0rjRESkBQ0BFhERERERkciC4N/vgL/RPPgHkAdcCLxmrd1/V7dNRESSUwBQREREREREsvEZ4JoMaQYAD1pr+3V8c0REJBMNARYREREREeklrLW5QClwGTAOqANeAf5orX03Qv4YcG3E6oYBlwA3taqxIiLSbhQAFBERERER6QWstROBMmBKwq59gauste8DH+AX83gZ+Ke1dltC2kOBCVlUezkKAIqIdDoNARYREREREenhrLUjgGdoGfwL2ws4C7gIP8ffGmvt14M5/xqNybLqsVmmFxGRDqAAoIiIiIiISM9ngZFZ5ikGfgl8L7StLssyarNMLyIiHUABQBERERERkR7MWtsfuLgNRXzPWjszuP8a4LLI+3Ib6hURkXaiAKCIiIiIiEjPdiC+N19bXAVgrV0OPJJFPs3/JyLSBSgAKCIiIiIi0rO1NfgHcJm19oTg/nVAZYQ8/8XPOygiIp1MAUAREREREZGebU07lFEIPGat/QUwFzgdSFwhOOxh4AJrbTbDhUVEpIMoACgiIiIiItKzvQksbqey/gf4CrAO+DW+h996fI/AzcCDwCnA6dbaHe1Up4iItFFuZzdAREREREREOo61Nm6t/Q3w+3Yq8mfADQnbHD4YeI21dmU71SMiIu1EAUAREREREZGe7ybgMODCdigrL8k2A5wKLLfWbgHmAX8B7rHW1rRDnSIi0gYaAiwiIiIiItLDWWvjwCfxC3h83IFVxYBBwGzg38Bb1toxHVifiIhEoACgiIiIiIhIL2CtbbDW/hgYDZwFfB34BvBYB1Y7DXjSWjugA+sQEZEMNARYRERERESkFwmG5N4XevwQ8AZQ3EFVTgC+APywg8oXEZEM1ANQRERERESkF7LW5llrTwWepeOCf40+b63N6eA6REQkBfUAFBERERER6UWCQNzXgS8DI3ZRtaPwQ4+X76L6REQkRAFAERERERGRXiII/t0OnNMJ1Rd0Qp0iIoKGAIuIiIiIiPQm36dzgn/1wNpOqFdERFAAUEREREREpFew1vYHru2k6u+11pZ3Ut0iIr2eAoAiIiIiIiK9w4/onGmgHPDrTqhXREQCCgCKiIiIiIj0cNbafOCCTqr+Gmvty51Ut4iIoEVAREREREREeqwg8PdN4AvAoF1c/SvAD6y1D+/iekVEJIECgCIiIiIiIj2QtbYAeAA4cRdX/Rvgb9baebu4XhERSUFDgEVERERERHqmH7Lrg38AVwF1nVCviIikoACgiIiIiIhID2Ot7Qdc2UnV5wM/6KS6RUQkCQUARUREREREep4zgb6dWb+1dmgn1i8iIiEKAIqIiIiIiPQ8e3Ry/bnArE5ug4iIBBQAFBERERER6Xmq27Gs7cDmVuQraMc2iIhIGygAKCIiIiIi0vO82I5l5QB/bEW+5e3YBhERaQMFAEVERERERHqevduxrErgd/iegFGtAOa2YxtERKQNFAAUERERERHpQay1RwJ/aMcin7bWrgNKARcxzx7AvdZaDQMWEekCFAAUERERERHpIT5zxV8KneMu2vda70YAa+0z+NWFayPmOwO4qR3bISIiraQAoIiIiIiISDdWYGoHFZjab/YrqFi8bu2wqvr63CHtWPw/gecaH1hry4DDgLqI+S+31o5vx/aIiEgr5HZ2A0RERERERKR1Ckzt/sDD+fk1gy/81G2MGLm2PYv/K3C1tTZx2O9kIC+Lcj4DfLvdWiUiIllTAFBERERERKQbKjC1Y4HHgIHHnfRkewf/vmit/X2KfdkuMDKzrY0REZG20RBgERERERGR7ulbwMDi4h3sNeO99i77cmutSbEv1fZUsk0vIiLtTAFAERERERGRbqbA1PYFLgGYMm0hubkN7V3FfsA+KfYtyLKshW1rioiItJUCgCIiIiIiIt3PFKAPQN9+FR1Vx9QU2+8Csqn0r+3QFhERaQMFAEVERERERLqfnfO519dnsx5HVhIX/wDAWlsB3BCxjHustfPbr0kiItIaCgCKiIiIiIh0P8sJAnQrlu/RUXXMS7Pv+8AtGfI/B1zWXo0REZHW0yrAIiIiIiIi3UyNy19XYGofBk5dtXIU69cNYeiwDe1ZxUvW2vcArLU5wMHAEGA78Iq1tsJa+2n8KsRfBA4N5V0I/AH4s7W2pj0bJSIiraMAoIiIiIiISPf0c+AUMOaJR4/nwk/+h5yceHuUGwestTYP+CpwDRDuZrjdWnsrcL219nbgdmvtCGB3/NyAy621SYcPi4hI5zDO6bgsAlBXV7cf8CYwKy8v763Obo9IZ1mzZs0qYCSwesSIEaM6uz0inUHnBBFP54Sur19BxRdqa/N/C5g9JyzljLMfoLCwTZ3uGoDPALcB9wKnpkm7DJhtrV3Rlgq7A50XRKS70xyAIiIiIiIi3dCJxz42bfrMef9bUFBtDLBsyXhu+vXVPP7I8axaOZKqysJsi9wBzLLW3gL8iPTBP4BxwL3WWpN140VEZJfSEGAREREREZFuwlo7DDh62dKxE95649TvVpSXNLumq6kp5K3X9uet1/bn8KOe45AjXs5mWPBfrbVzrbUlwFUR88wCjgaejvwkRERkl1MAUEREREREpIuz1o7Gz/l3dkNDLO/JR4+norwkbZ4Xnj2S3IJ6Dj7k1Yzlx+OG9euH3hI8PBvok0XzLkcBQBGRLk1DgEVERERERLowa+0E4FXgAiBv0YLJbNq4e6S8zz19JCtWjM6Y7oknTuDPf77ywODhuCybmG16ERHZxRQAFBERERER6aKstTH8YhzDG7fNfXvvyPnj9bn8+18XM3fuTOLxllP17dhRzAMPlPLKK4cAHBtsrs2ymdmmFxGRXUxDgEVERERERLquY4EZ4Q2bNw3MqoD6ujzuv/8snnrqWGbOnMeAAVtoaMhh1arRLFgwlYaGnZeFfYO/mccMN/dKlulFRGQXUwBQRERERESk6/pk4gZjIi/q0UxFRX9efPHwdEnWBX+fApYAEyIU64A/t6pBIiKyy2gIsIiIiIiISNc1KnHD0OHrsyrA0XLobwr/AbDWxoH/wQf3MvmNtXZ5Vg0SEZFdTgFAERERERGRrqsqccO+s96JnDm/oAYX7bLvfYKVfK21/YE9gHdJHwT8Mz5QKCIiXZyGAIuIiIiIiHRdzwGnhDeM3XMZe4z9iBXLx2TI6sitr6sqorKqiqKBpO4JuAk4zzni1tpLgd/TNB9goi3AI8CN1tqXoj8NERHpTOoBKCIiIiIi0nXdTMIqu8bAWefdy8jRq9JkcxRQg2kwRUVUD+xHxUpw9UkSPgoc4hzzrbWfAm4hdfAPoAD4lYJ/IiLdiwKAIiIiIiIiXZS1dgPwvcTthUXVXHTpvznh5EfJMXWhPY5c6iiiilwadm7No370ALb+FLgK+F/gS8Ak5zjZORZba0uAGyM0qRi4qS3PSUREdj0NARYREREREenafgbkA5bQON6cnDg5Lk6hq8WFOgmmGujbp3jHtV/46u/uzMmN3ww8Y60Nz+/3SdL3/Avb31p7oLX2tWyehIiIdB71ABQREREREenCrLXOWvt9YBJwA37BjpXAW2++OGsV+KBf4y2Vqsri/NUrRl4CPAW8bq3dI7T7xCyblW16ERHpROoBKCIiIiIi0g1Ya5cAXw9uAPzu+s1rsyljR/nOTn6zgDnW2oODYcb9smxOtulFRKQTKQAoIiIiIiLSfVVlkzgnt9k6IOOAP1tr1+F7F2ZjQ5bpRUSkEykAKCIiIiIi0n09hw/kZWRMnOGjW3QYPKMVdTrg7lbkExGRTqI5AEVERERERLqvCCvy+rU+xk5aRr/+29ujzgestcvboyAREdk11ANQRERERESkg/Qz2wuA44DhwA7g+QrXd1V7lb/JDXx1kNn8D+DS1KkM+QU1HHrsS+1R5VLgyvYoSEREdh0FAEVERERERNpZP7M9H/gOcBWwe2hXQz+zvQz4ZoXru7idqvscEAcuT7azuO8OTr3gvwwcvKUtdcSBB4CrrLXr21KQiIjsegoAioiIiIiItKOg118ZcEKS3TnAJ4Cj+pntx1S4vnPbWt8mN7AW+PQgs/lG4MqiPpVn5eXVDexbsp0pey9k0vQPyMuvz1RMKiuAXwP3Wms/amtbRUSkcygAKCIiIiIi0r6+T/LgX9hA4IF+ZvukCte3tj0q3eQGvgl81trf/ghYBOS1Q7FbrLW/aodyRESkEykAKCIiIiIi0k76me19iT5H3hh8b8A7UiWw1hYBRwODgXLgWWvt5nSFWmuXW2s/C9wMmIhtSSVtXSIi0j1oFWAREREREZH2czpQkmxHTk49+fk1NK7KG/hUsrTW2mJr7U+BVcBDwC3AvcBqa+3frLXD0jXCWvsPfHBxSbZPIMHdbcwvIiJdgHoAioiIiIiItJ/R4QexWANTZyxg7/3fYfiodQBUVxew4N1pvP3avmzZNHBUYgHW2r7A48AhScovBD4NHGutPdJauyJVQ6y1D1hrHwSOBQ4G8oHlwEnAORGeSznwrwjpRESki1MAUEREREREpP1UNd4pLKziExfdx4jRa5olKCysYd8D32bmrLk8/fCxxXBYYhm/IXnwL2wMcLe19iBrrUuVyFobB54Ibo3bHgT2BcanKb8B+KS1tjxDO0REpBvQEGAREREREZH287z/4yg9/4EWwb+wnJw4x536xHhr7dGN24KhvZ+MWNcBwOHZNtBauyHI93CKJMuAU621ZdmWLSIiXZN6AIqIiIiIiLSTCtf3nX5m+yvjJiw7ePTYVRnTmxgGv2rwEcGmC8hu9d5L2Rl0jM5auw4f5JsU1Dkc2AE8BTwW9BwUEZEeQgFAERERERGR9vW1vfef+wLRR1wdbq3dy1r7PglzCEaQbfpmrLWL8AFIERHpwTQEWEREREREpB1VuL4v77HnR5uyzLZP8Lcmy3zZphcRkV5IAUAREREREZF2lpdXX5dN+oULJ083BgO8kGVV2aYXEZFeSAFAERERERGR9rcom8Qvvnj4t4A5v/3tl14HlkfMVgvcnGW7RESkF1IAUEREREREpP39LWrCDRsGs2rVKIAjt2wZ+OiOHcXfBFyErNdbaz9ubQNFRKT3UABQRERERESk/d0FLI6S8IUXjgBM48P9fvnLa0cAnyL9/H4/AH7SlgaKiEjvoVWAO0ldXd1+nd0GaWFK49+6uqymbBHpUXJzc/OCu3k6VkkvpnOCCDontMV1113HSy+99I3nnnvujw0NDcNSpZsz5yjmzZvZbFthofvKtdded9b8+XPPeOWVV87asmXLyQ0NDYMBl5OTs7Ffv35zjjvuuDmTJ0/eV8eoXUbnBYksLy/vrc5ug0gi41yUnuXS3urq6vTCi4iIiIj0cDt27ODJJ1/mtdfepbi4auf2ZcvG8vLLh7B48eSk+ZYvr2PQoBruuusuPvrooxb7c3JyOOigg5g9ezbGmCQliEhnycvL04dSuhwFADuJfkHtkqYA/wYuBhZ2cltEOs2WLVseAYYAG3bbbbeTO7s9Ip1E5wQRdE5oL7/+dWzUt78df2Dw4I3k5tZTXl5CeXn/tHl+8INFlzc0/Od3zrm+6dKVlJTc9cUvfvGn7dpgSUbnBYlMPQClK1IAUCQQBGXfBGbpgC292Zo1a1YBI4HVI0aMGNXZ7RHpDDoniHg6J7QPY+gHbAViRUU7GD58DWPGrGD06BX06VNJPB5j9eqRvPnm/qxdO4K8vNr4t7/943XGMCJiFcdYa5/puGcgOi+ISHenOQBFREREREQ6kHNUjBix+umDD37luGnT3ic3N94izbBh65k16y3mzZtOdXXhB8YwNYsqrgEUABQRkZQUABQREREREWkn1trhwHQgBnxgrV1urT3oiitiB+fktAz8JZox4z3iccZnWe1p1lpjrdXwLhERSUoBQBERERERkTay1u4HfAcoBXJC2+cA++TkxPs6B1HW64jFyM+y+oLgVp1lPhER6SUUABQREREREWkDa+1pwN34IFyi2Y13OnCx3kqgpsNKFxGRbi/W2Q0QERERERHprqy1ewJ3kjz4t6vcp+G/IiKSjgKAIiIiIiIirfdFoKiT2/D7Tq5fRES6OAUARUREREREWsFaGwMu7eRm3GKtfaWT2yAiIl2cAoAiIiIiIiKtMwDYrYPKXhEhzcPApzuofhER6UG0CIiIiIiIiEjr1Hdg2V8DpgJfxwcaw7YC11lr/9CB9YuISA+iAKCIiIiIiEgWrLW5wOnA0cA2oH87V7Eev7DHPdbaG4CzgMlAA/AO8JC1tq6d6xQRkR5MAUAREREREZGIrLVnADcCIzuwmu9ba+NBfZXAvzqwLhER6QU0B6CIiIiIiEgE1trzgftoXfBvA361Xpch3a3AH1tRvoiISEoKAIqIiIiIiGRgrR0E/B0wrci+BjjBWvtF4HDguRRpvgFc3tj7T0REpL1oCLCIiIiIiEhmlwHFWaSvBxYBfwFuttZuA7DWvgQcZa3dCzgYyAeWA09qXj8REekoCgCKiIiIiIhk9oks03/WWntLqp3W2veB99vUIhERkYg0BFhERERERCSzQVmmn22tnW2tze+Q1oiIiGRBAUAREREREZHMtmaZ/lLgGWCltfb71tqi9m+SiIhINBoCLCIiIiIiktmD+Dn7sjUE+F/gWGvtidba7akSWmtzgVLgQmA4sAN4Gvi7tfbjVtQtIiICqAegiIiIiIhIFH8DahofNDTEWLt6OEsXj2PH9khrgxwK/CHVTmvtPvhFQ+4BzgEOA04AforvRfjl1jddRER6OwUARUREREREksg1DSbXNByRaxp+8MPr//dbd/znvP+uXz+Y5+cczo2/uoZ//PUynn3qaPr0rYxa5EXW2lGJG621U/HDhcelyFcA/Npa+7XWPRMREentNARYREREREQkQa5pOAT4EzCjcdviRZNZvGgyhjgx4uTEGjji6GezKTYHuBj4WcL23wADIuT/mbX2dmvtmmwqFRERUQBQREREREQkJNc0zAYexfe8a8ERY+LUhZx48mP065dySr9UmvXys9ZOAo6P2jTgM8D3s61URER6Nw0BFhERERERCeSahkLgdlIE/wCmz5jHOefd05rgH0BtwuOowb9GJ7amUhER6d0UABQREREREWlyLjA01c7i4h2cevp/21L+KwmP+2aZP9v0IiIiCgCKiIiIiIiEnJNu5977vkNeXn1ry96IX+U3bEOWZTRLb6011tqc1jZIRER6B80BKCIiIiIi0mRwup2Tp3zQlrK/Za2tSdhWBtSQZshxgtuDgN9ZwJXAEUCetXYt8E/gJmvt8rY0UkREeh71ABQREREREWlSnm5nUVFVa8qMA1+31v4tcYe1dhM+cBfFRuAh4HHgTuAYIC/YNxy4FlhgrT2rNY0UEZGeSz0ARURERESkR5hqFuYBZwAX4gNiO4Cngb8tcFOiDrV9mDQLbVRXFWbVpqeePGbbW2/OerW6umjJD66P5zS4WEOSZP8DHADsnaaoGuB84GZ84C+VQuAOa+0x1trns2qsiIj0WOoBKCIiIiIi3d5Us3BfYBFwF3547CHAccCPgZVTzcKvTjULTYSibsUHDpNavGhS5DY1NMSY+84+/auri04AHgDeyzHxFgVYa7cBs/E9AeuSFPUWcDRggJMiVJ0L/CByQ0VEpMdTAFBERERERLq1qWbhNOAZYGyKJPnADcDXMpVV73K2lpRsuzbV/rff2pf6+mhrbiyYP40dO5ot2jsFmJNj4qMT01prt1prPwXsAXwB+BFwHXAwsL+19mX8nH9RHWWtnZpFehER6cE0BFhERERERLq73wL9I6T76VSz8PYFbsrqdIm+9NXf9pv37gweffgkamqaD/ndsaMvc56ezXEnPJW2oq1b+/PE48cn2zUc+CFwabKd1tp1wI0pit0/baXJ0y/IMo+IiPRACgCKiIiIiEi3NdUsnAwcGzF5LvAZ4PoM6T47Y+Y8Jk9ZyLx3Z7Dswz2prc2nuM8O9trrfcZPWAqAc2CSDCpesWI0991zFtu390tV/vk5Jv71BhfbGLHd4fZ3ZHoREemhdEIQEREREZHu7Lgs059AmgCgtTYPGA+Qn1/HrP3fYtb+byVNGw7+LVo0kc2bB/LevOmsXTMyUxsKgMPw8wJmYykwKsv0IiIiCgCKiIiIiEi31jdzkjalj6Ts/jOoqiru6Hb8HTgqYtrFwAutqENERHogLQIiIiIiIiLd2YYs069Pt9NaW0cr5s3r03d7tlnWpdvZ35RP6m/KP9XflH+2vyk/ob8pzwXuBD6MWP7PrbXxbBslIiI9kwKAIiIiIiLSnZUBNVmkvyNCmj9n24i99no/YYsjRgM51JNDPeDCO9cCzyUrp78p37+/KX8S+AD4R9CWx4Blv7r+a1fV1uadHuRP5/+Av2X7HEREpOdSAFBERERERLqtBW7KJuCfEZNvBP4TId3fgeXZtGPf/d4mN7cOcORSRxFVFFFNITUUUkMxleRTgyEO8IcGF6tLLKO/KT8eeJ7ki5qMAm648SdfvLa6quBA4CYgsdvha8AF1tr/sda6FiWIiEivpTkARURERESku/sfYH9gnzRpqoFzF7gplYk7rLWFwCeAvQEDLATOAu4H9khTXmHjg379tnPGmffx37tLyaWhRWID5FFPLvW1QBk0XyG4vykfDNwdLjOFS2/6+TWvb3MlV1trvxm0uRBYZa1dmCGviIj0UgoAioiIiIhIt7bATdk21SycDfwGuAjIS0jyBvCFBW7Kq+GN1loDfAH4LrB7Qp5yfC+7CuBzNAUCt+GH5v4O+GSQF4DtW0qSBv/CDOQD95eYiinlrl9taNcVQEnazE2+2t+U37TN2Qq00IeIiESgAKCIiIiIiHR7C9yUbcBlU83Cb+J77w0HdgBPL3BTXk+R7afAtSn2lQDfdI5//PeXpx0waq9VQ/ac9eHW/kPL11lr64M037PWrgK+29AQG/XWK/tFbe64oI23h7ZdEjUzMB44GHgpizwiItKLKQAoIiIiIiI9xgI3ZT2+515a1trPkzr4t5MxXDp0zw2Xfvj6BD58fcJ24J/3XP/eb+a56R8AXH+9fc6Y+L2xWPyyhoacEoMjl3ryqCOHtIvwXk7zAODoTG1JMCrL9CIi0otpERAREREREelVrLXTgd9HTT/+wCWNd/sCVwFzZ5j3zjCGLwPznYt9qaEhtwQMjhh15FNJH2rIJ81KHGMTHldl8xxakV5ERHox9QAUEREREZHe5gayuBYaNHozRf0qqaoobtxUsIUBd2cqo5YCn5jaFvv677ZlpLX/9wywAPgLfO154JyITarDr/grIiISiXoAioiIiIhIr2GtnQgcn22+/D41O+/HMaxjWKQAYm2KXoB7jFvZB5iN71H41qnnPjgii+bcs82VrM8ivYiI9HIKAIqIiIiISG8yuzWZ6muaFhYup4SGyB0IDXUtFiWGmfvPbfZ44tTFh44Zv3xjhAI3A/8bsXIRERFAAUAREREREeldijMnaa5iU192bOmz83EVRVnlbyCn2eOpM99n6PANzbYZA6UXPLD77kM/fitNUauB47a5kiVp0oiIiLSgAKCIiIiIiPQma7PN8OEbewJm52MXup+tydMXcvzpTyTdl5vbwCWf/2exMfFDgFuBJcAK4HngCmDSNlfydqsrFxGRXkuLgIiIiIiISG/yMFAOlERJvGrRCN59dW/qycXgKKSaPOqyqjAvt5ZJkz5g5v5zGT12JSZN/NAYpnzlu79eY629NKtKRERE0lAAUEREREREeg1r7XZr7V+AryfbH48bNqwZQvmWEt5+aT/WrRtGuPffNiCHOsA1257Op664lWHDslqzo182iUVERDJRAFBERERERHqb7wD7A0c1bmhoiPHuKzN577UZVJT3o55cXIoZkxrII59aainIWNH48UuyDf4BfJxtBhERkXQ0B6CIiIiIiPQq1tpq4CTgV0BFQ0OMR+84mVeePJTt5f1oICdl8K9REVXkUJ82zeDBG/jEJ+7NtnnPWGs3ZE4mIiISnQKAIiIiIiLS61hrq621XwNGPnDzmY+sWDwG8AN74xEukwzQl+2h4cBNCgurOPjgl/j0p/9Onz6V2Tbtt9lmEBERyURDgEVEREREpNe66fqrcwgNBfbBv2hz+xmgiGqqKcRhyMut49wL72L06JXk5WW3UEjgRuCB1mQUERFJRz0ARURERESkNzsHKG584CIG/xqZIEcMR0N9LsVFO1oT/NsEXAt80VrrMiUWERHJlnoAioiIiIhIr9W3pGLW9vKmRXcNbYm/OdasHsGw4ZEX/XgK+CtwfzAvoYiISIdQAFBERERERHola+2wiTMOvujtF/fbuS3bAKDDlOXm1o0vKKje65TTH2bi5CVRs74DnGGt3ZFVhSIiIq2gAKCIiIiIiPRW3x4+Zk1JOAAYw2GIZ1wFOFCTS8NnKur6fWztz+cDUyPW+8LTjxz9xbdfm3XF/12/fXegHHikwvV9P+tnICIiEoECgCIiIiIi0utYa/s4x+Wjx6+k34ByKraW7NyXQwP1GDItBjJo8MZfXnL1v6Zay8HAlCj1Osf23/30i5vqagvepPmc7L/oZ7bPAa6pcH3nZ/t8RERE0tEiICIiIiIi0uvMe3fGacbQLxZzHHLcy832xXDkUg8phgMbE2845OiX1lxy9b+uA54Fyoi4dLAx9B0/eekZJL8Wmw282M9snxn9mYiIiGSmAKCIiIiIiPQqOSbe/925M3/T+Hj8Xks56rQ5GBPfmSaGI486cqjHEKeouBJj4s/PmPXu3Cu+9tecA498bURr6x8ybEO63QOAu/qZ7bpWExGRdqMhwCIiIiIi0uPlm7o8oA9QATmXb906YGh4/7RZ8xkxdjXvv7EXS9+fQNWOIvIK6hg9fgXTD3iP4Xus2wg8DXyvrW2J0FVwEnAi8Ehb6xIREQEFAEVEREREpIfKN3UGOA24BjgePwKqNkZD9ebNA1m1aiSjRq3emX7AoG0cduJLHHbiS8mKuw34NkA8blizYgQV2/qRm9vAsNFr6VeyPXK7Nm8amHa/A+LErsk1DaODNn8APFvvcuJpM4qIiKSgAKCIiIiIiPQ4QY+/m4GLW+yC/Bzi/PeB0/n81X/EZOiS5xx1a9cOHzZ8+Nr8d17dh7df2Y+KbU2LhhgTZ8/JH3LIMS8xaPDmFvm3bSlh3lszWbdmGPV1OaxdPZym+QWbV95AjDrycMROBU4N7Vqaaxp+WO9ybon0AoiIiIQoACgiIiIiIj3RDbQM/jWzeeMg7rrjXM674K6UaWprc/nzn65cOH36vPPee20GC+ZOa5HGuRhLF05g5bLRnHnJfQwftQ7wPQXnPDabd17bl8RAn6ExBOh27qsnhzryUzVlPHBzrmkYX+9y/jfd8xIREUmkiWVFRERERKRHyTd1o4Gro6Rd/MEk7r+/lM2bd2uxb8VHo/jtb77C5s2DZmxYNSRp8C+stqaAB28/ndqaPJyDJx48gXde249Us/41bXXEMdSRF6XJ38k1DadmTiYiItJEPQBFRERERKSnuYKInR0M8O7cfZg7dx/GjPmIgQM34+KGdWuHs37DUBr76q1fMSxSxVU7+rDw3akM2H0L778zPVL9Dqgnl0jLg3hfAR6KmlhEREQ9AEVEREREpKfZN5vEBgfE+Oijcbz99iwWLZ7MGWfez6hRKwHIoYF4fU7k8hbMncrc1/fJpgk0ZHdpdlyuaRieVQUiItKrqQegiIiIiIj0NNGjdUlUVvZh46bd2bBhKAAxslt8t3xbPzZ8PCRyegPEcFnWwghgbXZZRESkt1IPQBERERER6Wk+aGsBCxZMo64u0px8LdTV5VFXm3Ixj/ZS1dEViIhIz6EAoIiIiIiI9DR/j5rQAfEkl0WVlcX061cB+Pn5XBaVV9cUZpU+sDCLtGuBxdlXISIivZUCgCIiIiIi0qPUurz3gfujpPXBv5aLbxQU1DBhwmJMMDC3PotRxQ3k4qIv6AGwJE7s/7JI/5d6l1OXTQUiItK7KQAoIiIiIiI90aXAy+kSxDFJe/+BwzUY3nlrXww+PFhLQaRefQ3EcEG5WfQC/D2YW4GXIqRdBPwqetEiIiIKAIqIiIiISA9U6/LKgWOAa4Fl4X0O36OvgRyS9f7Lzalj6ZIJzfbFyaGKorRBvX4DtjFo2EaGj1xLUXFViuBiCw8Av693ObXAqcDTadK+Axxb73K2RilYRESkkVYBFhERERGRHqnW5VUDv8g3dTcAk+OYfRvI+SPQN1ngz4vjGpIH7hrIZTt9yaOOPOqIEaegoIaxE5cxc/93GT56DbEgazxuWLxwIs89eSTlW/onq2078AfgO+WuXwNAvcvZmmsajgOOBj43dOi6A4cNX1tUUFizNmbcv9a/PuQ/pt5cPslwMlACfAzcBfx7kZu4vdUvlIiI9HgKAIqIiIiISI9W6/IagPnAfGOYD9wBTExMV1RUyZg9lrH4gylpSjPUkU8dfpXfiz79b4YM+bhFqljMMXnaIiZOWcxD953KB+9NucrghseJ7RknVh8n9gqY52tcfrO5/OpdjrPWOmAkMC7YPAzYd8vM3X753nPTzcoFe4SzHAv8ZJJZfOEiN/GxqK+JiIj0LhoCLCIiIiIivYZzvA1MxQ+3/Qe4RydNWri9tPR+zj7rLpYtHZ9VeR8tH5N2fyzmOOXMhxi6x7pxtRRcUk/eJXFyLgPzR+D9AlP7fIGpPaIxvbX2YuBJ4PDEsnYbtsUccd7zTD3s/Ra7gAcnmcVHZtV4ERHpNdQDUEREREREehXnaAAeBh629voDgHOXLt3zi3fcdmFhPB59tV+Aurq8THXx9BPHsmrFHtemSHI48HSBqT3v29/78QfALWToqLHvce+wZe1A1n04PLw5D/jDJLN4xiI3MYv1R0REpDdQAFBERERERHoka20OcCgwAqgCXrLWbgz2HQn8H7B/fX0OD9x7JtkG/wAKCmpY8dFo4vEYuw3cQv/+5c32z39vGm+8emCmYnKB2yori+4pLq6KdI025eAFiQFAgL2AI4Fno7VeRER6CwUARURERESkRwkCf18CvgyEx+jWWmvvxK+0+yd8rznmv78XlZV9sq4nFmvg8UdOIB5vuqwat+eHHHLYy4zbcxnOwasvHRypLGPihfn5tedGrXv4hLUU9qmiekdR4q5jUQBQREQSKAAoIiIiIiI9RhD8uw04L8nufOAS4GJCywAvXJBu0Y/U4vEYJmG07rIP92TZh3ty4smPMHbcctavGxaprMLCanJzG/Kj1m0MFJVUJgsAZh/JFBGRHk+LgIiIiIiISE/yLZIH/8JM+EFlZYsgWgTpp9l77JGTWbyoxULDKdXXZ983I16fdMjy2qwLEhGRHk8BQBERERER6RGstQX4Yb9ZKSysyTKHD/6ZDKkWzo/es7CuLp8N6wdHXryjekcBFZv6JW6OA3dGrlRERHoNDQEWEREREZGe4iRgcLaZJk5czJLF0XvrGeJE6UuxZs1I8vNqqK+LNrJ3wfvTPhgy9NlIUcOlb49PtmjJvYvcxBWRKsuCtbYPcBHwKWAPoAZ4EbgJeN1aq1WHRUS6OPUAFBERERGRnmJM5iQtTZ85j4KC6gypGnv9xckhTqYhwASpx45bHrkd77y19/XAW5nSbd/Sh4UvT03cvAC4MnJlEVlr9wcWA38GDscHACcClwGvArcGPS9FRKQLUwBQRERERER6itrWZCooqOXU0x8ifVDPAI4cGjCAiRQAhJn7zKVv34qM6fLya1+o3NH3LnwvxldSpSvf2I+n/3ksNZWFjZtqgVuBwxe5iZsiNSoia+1k4ElgeJpklwB/t9ZmGhEtIiKdSAFAERERERHpKV5qbcZpe83n7HPvprh4R4oUjlzqd877FyUAmJtbx5hxK7jo0tsYsNuWlOnGT1zCqaf99+0Caq6+4fqvf+Y3P/zyX7dsGnAJ8Ah+UY91wLPAJc/deeRe27f0uwb4NvAZYPQiN/HSRW7i5ujPNrIfAf0jpLsIOLQD6hcRkXaiOQBFRERERKRHsNa+a619GTiktjaPBfOm8uGSPamtKaC4uJJJ0z5gwuQl5OTEk+afOm0hEyctZv77e7Hog4l8uHg8dfV5xIhjcM0W/XBplwBxgGHa9PkUFtZQWFjDZ6/+MwvnT+Hdt/dmy5bdiMXiDB+xlj3HL2Hh3Kk8cu+pX2zM3dCQy82/v6IG+CdwQbnrV970HAGY3+oXKSJr7QjgzCyyXI2fF1BERLogBQBFRERERKTbs9buBZwMLFq/dshBD913amzTx83XA1n4/lT6lZRz+jkPMHL02vecYy9jmkfycnMbGD16Ba+/eACuPkYuDa1ojSEvr5ZDD2+Kh+XmNjB95vtMn/n+zm3rVg/l7lvPpbY26RR6BfgefrNKTMXR5a7ftlY0JKUgwDcE2A58aK1NjIoeArRYZSSNI9qrbSIi0v4UAAyUlpaOBs4CjgH2xs9zUQd8hJ/34jdlZWUfZijjE8BVwH5AH2Al8CDwk7Kyso0d13oRERERkd7JWjsV+AMwu3Hb0OEbuOzKW1jywQSefPh4dmzvuzN9RXkJd91yfkOhq36xoLhm5aDhG0+ePPMD+g/aRnl5Ce/Pnc6SRROSrbC7U35+TXVtPG91fX3++OQpHJP2/IBBg1KPym1oiPHgnaWpgn9h+wK/Aj6dKWEmwTx9ZwNfonnAbqm19ibgD9baqmBbUZbFZ5teRER2Ic0ByM7g30fAr4FS/Oph1UA+MA1/gnyvtLT0vDRl/B64FzgeGIAPHk4EvhbkbbFMl4iIiIhITzfAbMsZYLaVDjDbHhpgtq0ZYLatH2C2PT/AbLt0gNnWpqCRtXYmft6/2Yn7YjHHpKmLuejT/6ZP3+1+Gw0Us4OieHWOcXy+dkfByWuXjGTOvcdwz1/O4YE7zmTRwslpg38As4+bU/i1a28Yf9jhz2/OMXWEVwjOp4ZiKlnz4UhqqvNTlrF4wUQqykuiPtWLS0zF4MzJUguCf38A7qJlb73xwC+BZ6y1A4Jtq7KsItv0IiKyCykA6DWe4R8FLgQGl5WV9QeKgaOAd/G/aP2rtLR0RmLm0tLSzwLX4M/83wFKysrKSoB9gPeAoUBZaWlp6m8AIiIiIiI9zACzbXf84hUPAKfgR9kMAQ4HbgHmDTDbJrembGttDLgT/+N76jbsto0TT3+UGA30YUfKIb25NNCX7cQyDPk1xKmuLCAvr57Zxz478LIrbqEkZxt92E4fKsmnjhiOurp8nn7omJTlfPDelExPMSwf+EQ2GZL4BnBlhjQHAf8J7j8PrMii/H+2plEiIrJrKADobQH2KysrO7msrOz2xuG6ZWVl9WVlZc8BJwAfA3nAV8MZg6De94OHN5aVlf2orKysMsg/FzgNqAQm4OfwEBERERHp8QaYbQXAQ8BhaZKNB54cYLYNbUUVJwKRgofjJ33IsIFrMZB27d4YjmIqgXhCSgc4YjSQQ5yX5hzOu2/6fgHDRq5n7wPnJl0SZNF7U3j03pOIN5gW1e7Y3idK08OGZ5uhkbW2ELg2YvKTrLX7W2sb8COkotgK3NyKpomIyC6iACBQVla2rays7J00+9cDDwcPZyXsPhYYhv9W8PMkeT+i6Ve0S9rcWBERERGR7uFi4MAI6UYRPTgVdn42iSfutRgg7dq94HsC5uxc9Tce3NzOlYAbvTTnMBoa/OXUgUe8thHjticrb+mCPR80MdeiW2FeXl02zQe/WEdrfQIYlEX6zwZ/f0PTtUwqlcBZ1totrWmYiIjsGgoARte4iEfiwimN/frnl5WVrUyR97Hg78GlpaVZ/9QnIiIiItINXZVF2ssHmG2FURLGjMuLGXfC5s277ZdNY4r6VGVOFMijDheECg0EwUDXLHi4Y3tfPlzk1wApLKrZ/ZxL7z4M/5z/gQ+a/RiYcs11f1hmTMvFF/cYl83oWgCezjZDSLbDrKcABCsDX4IP0K5Jku4J4Ahr7TNtaJuIiOwCWgU4uqOCv+8lbJ+WYntY4z6DP5m+2Y7tEhERERHpUoLhv/tnkWU3YCrwdqoEMeNygK8DXwZGrFs7nIEDo3c6q6vNi5zW9/QzuKDnn9/W0oa1Q5g41fcsHDlmdWyLG/BH4I+N+621ewBfSFbH9P3m8fKzh2RccCTwSrnrl/K1iSDdyOe06YMg4C+stb/Gd37YA6gBXrLWLmlDm0REZBdSADCC0tLSM2n6ApM4t0XjXBzJfhEjyb5Wz90hIiIiItJNFLRnniD4929Cw36Xfrgn0/aaH7nwVUtHRU7b1NfPhP7fUtw127MhSZLPkmLUVZ++lRx+7PM898TsTM2pAr6YKVEG72aZfm7iBmttHU0jm0REpJtRADCD0tLSPYA/Bw8fKCsrezQhSd/gb2WaYsL7+gGsWbNmVfu0UNpRXiwWIx6PPwJkPSmLSA8yrPGvjlXSi+mcIOK16pzw/ko4aFqx215hMk25t9OTr1Xeu2bNjniyfd/4Rt++v/hFv/7hbe/Nm8Hxxz9BYWFNxrI3bRjI2o9GRG0K9Tsvk9I3f+Ag3wNxyJAhtWeeeeZra9Y07xMwZMiQwRs2JIsLerMOeRMwvPDU4Ul7Au42MB6/4abq7Ycc3nD/mjUVkduf6IorruC2226LV1VVRZoC6uyzzz5/zZo1Z7e6wp5J5wWJbMSIEdF/cRDZRRQATKO0tHQA8CAwGPgQ+HQ7Fj+yHcuSdhKPxwGGdHY7RLqIHHSskl5M5wSRZrI6J5gYnHlePf/6W7Rht4cc0cCIkS7pSJn6evjnP4tbbK+ry+fhh07lrLPvTVt2fX0Oj/33ROLEiEUYCdtALBQATC2/oIZJ0xYBMHPmzHySvD7Opa/PGNj/0DeYMmMB896awcplY+lTPITBQw2nnlHHyafXxwqLGJyxMRnk5OQwa9YsXnjhhYxpx48fz6BBg1qzKnOPp/OCiHRnCgCmUFpa2hd4BJiJH8J7fFlZ2eYkSRtX42r5raRJeF/jT3er29xIaW95sVhsSDwe34B+1ZPebRj+Qq8BWNfJbRHpLDoniHitPiec/8m63DtuzR1aV5e5E+BFl9dtxM8r18KzcwoK1q3L2T3Zvvfem4ExjlNP+y/5+S0/qrk5ha6y/KTKPcYOz3llpSnsy460ffocUEkxTT3/UgfwZh38Jnn5dUyePHnHuHHjtiZLU1hYOAjIuLhJ3347OOSoV7j6KzXlBxxQ0vqufmlMmzaN7du3l7zzzjv9UqUZMWJEzZFHHrmJ7OcM7A10XhCRbk0BwCRKS0uLgYeAg4GPgePKyso+TJF8DbAvkG5MQXjfWlCX4K6orq5uP/wCLSfn5eW91dntEekswRCvkcA6Haukt9I5QcRryzlhxAioq9t2Hn7uvnTXHd/55OVDf5Rq56WXusuBv6faP2/eTBYtmsTee89lwoQlFBVX1o0cueZR4O76huq7fn7DPlV5pr4gJ6d+5YBRmweXr+qPa2g53DaOoZJiGkJNjRFPGjCcNvN9Dj7y5Y3Azz/44INfXnjhhUkDZitXrjwHuCvlM2+u8u233x5zxhlnbI2YPmtnnnkm77zzzhHAl4Azafp3eRm4cc2aNbePGTOmoaPq7850XhCR7k4BwASlpaVF+GG/RwJb8D3/FqTJMh84FdgrTZrGfQ5Y2B7tFBERERHp6ra6/ncOMNvWAdcDsxN2vwv8aKvrf2eGYqoz1VNTU8hrrx3Ea68dBLAq7kxpeP913/thyfbtfcr79t0xeNvWftz2p0uor84N1vk11JFHHXmE5/yLxRoqivIrTU11UeOc3/QrKV87ZfrCVw8/9vnbYzH3gLW2GsBaO7K+LmfvD96efNCy+eN2X/fRiHLgw2F7nHbfaZf/dxkwLtNzAG621m6NkK5NrLXPA89bawuBAcAOa22H9DoUEZGuQwHAkNLS0gLgPvzy9uXASWVlZS1WwErwNPANYK/S0tJRZWVlySZHPjH4+0pZWdmOdmuwiIiIiEgXt9X1fw44eoDZNhk/ciYGLALe3Or6Rxlq+iL+h/SoC4o8F35grc0D/tu3747xAP0HVHDeFXdw17/PY9vWAUkLKOm/tfaCT93er/+AbWzeOJDa2nzy8mtZvXLUgNdfPnDEyy8d+mmg9J7/zHvrzPPuOyoW47TcvAaz14Hz2evA+axdPox3XtiH1UtH//rRf51014kXP9rfGAamafPzwLURn1+7CIKXmupDRKSXUAAwUFpamgfcjQ/W7QBOKSsrey1C1qfxJ85h+EDglxPKHQ1cGDz8V7s1WERERESkG9nq+n8AfJBtvrgzK2LG/Rc4PWKWmxIenwMcGN4waPfNXH7l33n/3b2Y++Y+bPx4d4xx9B+wbdusA9/Mmb7PvL6NcwruPmQTHyyYxKMPnkx1VVFRuKwliyZe9Jfff47Ssx9gxKi1O8sfPnYdw8c+yosPH1q84PW9Lr33D2e9cPCJLzf0Kak8omT38lgstjPuuQ34M/A9a21VFi+LiIhIVhQABEpLS3OA24DTgCrg9LKyshej5C0rK6stLS39Lv7E/cXS0tK1wG/KysqqSktLZwL/BPoAS4C/dsgTEBERERHp2b6NH0KccgGLwK1xZ15N2HZlsoQFBbXsd8Db7HfA2+HNJST0NPxgwSTuv/MTiZt32rZ1ALffeiEXXfZvho1Yv3O7czBq7EpWvLsHVRv7HP7Mv48DICevfsuwsete2u/4t27vP3jbfdZajRASEZEOZzItTd8blJaWHgk8GzysAbamS19WVjYsSRk3AlcHD+uBSvwXCID1wNEZ5hKUThaa2HeWJvaV3iw04ftqLQIivZXOCSJeVzonxIw7BLgfGJIiya3AZ+PO1DZuKDLV5n++8/PanJx4pI4PzsGq5aNY+eEe1NXlUVhUxSsvH0J1TVHGvEOHrePSz92CMb6cNx+fxcJXpqXLMh84bokbvzZdIukadF4Qke5OPQC9WOh+ATA02wLKysquKS0tfRIfBNyPpl5/ZcBPy8rKPm6PhoqIiIiI9EZxZ16OGTcBuBj4FDAav0DIC8BNcWdeAxhp1hQA04CiHEouIuI1z6rlo3j6oWPYsrH5VH0OyKO2xSIhidavG8aaVSMYOXoNi16flCn4R9DG+yaYpYcucePjUdooIiLSWgoAAmVlZXOIPqlwunLuwy8iIiIiIiIi7SzuTAXwx+DWzEizZhB+Tu4rgN0B+lNO+ZYSdtt9a9pyP1oyhrL/lBKP57TYZ4Ac4hhqqSWfdJcNHy4Zz/CRa3n/helRn9JBWxhwQ56pHwIUAquAW+tc7htRCxAREYlCAUAREREREenWRpo1Y/CL8+2ZuG/R25M46PjUa/vV1ubx6L0nJQ3+NcrLr2X8lCX0HbCd2vp81qwayaoVo0gMBtbU5LN26XAqK/pEbns+tV9O2PTFPFP/PHBhnctdHbkgERGRNBQAFBERERGRbmukWZMLPEiS4B/AB29PYe/D5lJYXINzYAxsWjuQ9R8No6Euh02bd6O6qjBp2bFYA4cc8xIz9p9HQUFts30frx/M048fw/IPx+3cVlxcxbaN/bNqfx51yTYfATyXZ+oPqXO5G7IqUEREJAkFAEVEREREpDs7HZiRamdNVSGP/eckTrr4EbZ93J/XHzuQjasHN0vTn23UUEA1hTT26ovFGjjt/AcZN2l50nIHD/2Ycy++kwfvKWXh/KkATJ62kA1LUq1RkrU9gZ/ghzSLiIi0iQKAIiIiIiLSnWUMkG1YNZR7/3AWdTvycfFYi/0GKKSGHBrYQR/AsN+hb6YM/jWKxRynnPkQq1aOYtDgjQzafTN12/OyaryfVzCli/JM/TfqXO7mrAoVERFJ0PLsJyIiIiIi0n1MzJzEUVNRmDT4F5ZHPYVUE4s1sPcBcyNVnpdXzwGHvMoppY8AMHTMekoGbYuUF6CCful2FwLHRi5MRKSbM8ZYY4wLbrM7uz2NjDGzQ+2ynd2e1lAPQBERERER6VTFpmo4cAYwBCgHHq10RQsjZm/IlCBGPM3avc3lU8ug0RvpW7IjYg6YdeBbxGJx4g2GHeV9GDh6I+WbMs8FWElRph6AAP2ttTHgGOCTwGigGnge+Ju1tsvNERi09zjgTGAgsAUoAx6z1sY7sWkikoQxxjXed85FPVxKN6MegCIiIiIissuUmIr+JaZiaompGFdsKocUm6p/AyuAm4DrgV8BC4pN1ZPFpmpKpvLqyVlcRy715OBSpIkRPeYUw1HStzxyeoCcnDjGgIk5cgvqmTl7Hvse/wakbBFUUchGdidxJeFEk6cuyAPeAp4APgUcDZwM/BhYZa39f9baLnPBbq09AFgAPAZcBZwPXAk8DCyy1h7Sic0TEem11ANQREREREQ6XImpOAL4KlAK5ADk0FAfJ5brMCQJhB0LvFxsqo6qdEXvhncUmhoDXAB8BQYc2LjdEKeQaj+MNxR8M2kCccnU12Z3meQc9e++uXfuO6/vw8YNfoGRWKyBceOW0cfsqFu/bGgcZwoA6slZuZUBoxvnGkynpGTbjrPPvec7wIgUSfKAHwEFwPeyanQHCIJ/c4DiFEnGA09ba4+11r60yxomIiLqASgiIiIiIh2rxFR8BXgO+ARB8A/AQG4OcXJoIEVvuQHAPcWmameeIPh3I3AbcGA4sSNGFcVsoz8NoUsdlyTQFsdQQz7VFFBDfrNBwmtXDqeuLnoQcMnCCVuefOj4ncE/gHg8h6XLJvDuh3vnrXdDrwd2B4pXM+rgHfStzRT8AzjjrAdWGZMy+Bf2XWvt5MgN7gBBL8R/kDr416gQ+EcwTFhERHYRHXRFRERERKTDlJiKT+CH9aZkIF0QcAJwUujxl/FDS5NwFFFJf7aRQwN51GKINwvuxTFspw+bGUgFJWynHxWUBI/7EgfqXB4fvBc9nvbaCwcNTp/C/Hg9Q09a4sZX1bncNfghsWn17Vcxf/QeK8ZFbkTK12SXORqYGjHtBOCEDmyLiIgk0BBgERERERHpECWmwgDfjZLWDwJ2SXvrARcCDxWamjzgm8kSFFHJbmwhN2FNkHzqqKYAcMSJBb0Dk10GGWooxOXBRVf8m3ffnkG8wRDLST98+J039mbdmuEUFe9gxr7vMXrsSnLz6tixvQ8L5k3jw0V74lwMB3/rY3b0A3NrnSu+Oc/U7wB+DQxPKNIB9152xc0PGcPf01be3IlZpO0IZ7Qi/aMd0RAR2fWMMYX449CxwP74FdoH4BctWge8AtzqnHuiFWUfg//h5CBgKLANeAP4u3Punohl5OCnjjgTOAAYjD/ersb3UP+Tc+6NbNvWnSgAKCIiIiIiHWUWsE/UxD4AmNSw4O/Jofs7FVHJ7mxMOai2kBoaiFFOSYrgX5PaukKeevh4zrv0zoztXbZkLE8/fAz7H/I6hx3zArm5zYOPk/daxJZNAyi78ww2bhhc4PxCJ1/qYypPqnPFd+5v3niqjryfFlF1Yg4NxQ5TAfyniOr/69+//MyMDWiuJMv07W1AB6cXka5tPpCs13JffK/fCcAlxpgHgEucc9ujFGqM+T/gawmbhwCnAKcYY+4HLnDO1aQpYzpwF5BsYalJwe0zxpjfA19xzmVcXb470hBgERERERHpKNOySZxmsY7GC8WJLfPEGcSmjDPqOQy1FERqx8rle7B+7ZCM6Z5/6gj2P/QNjjrh2RbBv0a7DdrKeZfewYCBWxo3TQUeO9I8d15/yj/cnU2f6UPl6EJqBhVRPbaI6m8DKxfePWV6pMY2+TjL9O1tc5bpt2ROIiLdSDGwFbgX+F/8quXnAJ/G93ZeG6Q7AyL3bv4iPvi3DT+VxCXApcCfgcaA35n4OWGTMsbsC7xEU/DveeBb+J7lFwM/A9YH+74A/CFi27od9QAUEREREZGOkt3yu6k9GfxtEWXry/ZmK/6mUkVRVhUueHcaQ4dvSJumT58dHH7MCxnLKiquZvaJz3Dvf84GoD9bp+RS/x9Sd8go+vj9IV8ZOHkTQ2ZEjutl7rIYgbV2CP6ifSRQCTwLvGitzfQi3w98JYuq7mtN+0Sky7oceNI5V5dspzHmOuDf+IDducaYw51zmQ6gZwGLgWOcc6tC2281xvwOeBo/lPcsY8wFzrnbE+osBu4G+uGPZxc45x5MqOM2Y8xP8Meko4HPGWPucs49SQ+jHoAiIiIiItJR5mWTOMX8fzuAfwb330rcWURVpLIbmhYfTqpkwFam7f0ee+//DuMnL2HHjswBw5mz3iUWixbj3HPih/QfsBVwjGMZJsK12NJHJtBQF+mSrQr4W6SGpGCt7Wet/TuwCr/K8v8DfojvLTPXWjs7QxHPAe9FrG4R8FQrmyoiXZBz7pFUwb9gfyW+996OYNOlEYqNA+clBP8ay3sP+Exo07VJ8n8G2DO4//kkwb/GsrYB5wLlwaavR2hbt6MegCIiIiIi0iHKXb93SkzFG/gJ4TNKEQD8SqUr2hbcfx7cCjB7NO6MEY/UllTDiwfuvpGjjn+WcROXYULV19bkpSyrvi6XJfPGM3T0+p3bnIP62lwwkJtXjzFQuaOI996ezpqVI2mozyE3p54BbKGQlFNVNa+nKo+N7w9m6D7r0yWLA5dZa9MmSma8+TAXODUnt/6UEROOOrtkYMWgMdOXM2h4i9G8M4DHrbVnWmsfTlaWtdZZaz+FDwT2TVNtJfBJa220fzgR6TGcc+XGmHnAwcEtk8edc++kKa/MGPMBMBnY1xizp3Puw1CSxiDjatIMEw7K2mSMeQg/NHi2MaYg3byC3ZECgCIiIiIi0pEs8N9MiRzhAKADP7/Tjw3c0pim2hW4YlP5pzg5P2rKl2n2Py+fWirp02zbsBFrOeeTd1FQWNsyfUHyjizLFozlubKjqKku5Nyr76BqeyEL35jKorcmUVnhy++3WzlFAytZsmwCDfHmgcTRrIjU3kZblw3IFAD8lLU26+G/482HJwF/AvZoqM9l5cIxALz/0nSG7LGewz7xAn0H7AhnyQP+Y60dY63dmqxMa+3b1tojgVuBZHMYLgAutda+nm17RaTrM8bshp9X7yT8MWAQ0AeSHqhHRSgyyjDcJ/EBQIADgQ+DtpTQtAjVWqDUmIzni8aJYgvxC5osjFB/t6EAoIiIiIiIdJhy1++hElNxJX5i9aTjWR2sbCBnETAG3GAD/fEXYtcD3+5jKh8Crtrhij/OpeHXDbjrGsgpBkMVRRTQMoCXqJBqYjQQD4YC5+bWccYF91NQWItzkPm6EJYvHMsTd55A47Xs2uXDeOeZ/aipKmyWrmJLCRVbSujLDirot7NOiN5jsVFDbfqhy0BFVgUC482Hp+Pnu0pa+IYVQ3n07ydz8hWP0Kd/syBgCX5i/9+mKjsIAs4EjsLP9bUbfsGPMuCZCHMJikg3ZIw5Az8VwaCIWaKsXL44yzQjQvdH03TO2Z/s5x0dmGX6Lk8BQBERERER6TDW2j5f+x4NK5aNfv3t1/adtGzRngPi8ZzGcNti4Cbgz8YH+45NUkQhcDZwRh9TecEO1++e8cOXPL5+3bAz48TYTh/6sy1jP0ADFFBNVdALcPL0hfTt54NbUYJ/9fUxnnvwSAj1Unz9sYOIN6QO0MVw9KOCckpwwXVoHamHFieT3zdjcDPa0saB8ebDvvgeemkji1UVxbz68IEcc+EzibvOJ00AEPxwYGBOcBORHs4Ycwh+sY3GGNO7+J55S/A/ANTQtCjUD4G9iLYmxY7MSZql6Re6PyBC3nTy25i/y1EAUEREREREOoS19hjgDmD3PcatZI9xK6mry6WqsoicnIbaouKq337/+9/7fR9TeTWZJ13PBe469fj//uzsS9474/a/X8jWzQNxwDZKGBDM3d54hZkY06snhyqKiWOIEWfqjAVZPZcNq4ZQXdm0MEiMeNrgX1M6RwE1VAerEG9mICNZE7newTPSr0QMrIxcmHcRES+MVy8aRcWWvvTbbXt485As6xORnu/7NMWXrnHO/SFVwmA14Kj6ZE7SLE24R3T4wHWvc+7sLOrtkbQKsIiIiIiItDtr7WHAw8Du4e15efWU9K+gT9/K/FjM/e666354DX7F2SjMm6/N+lZRcbU599K7GDZyLQaopogtDGAbJWxhN7YwkK30p4pC4hhqyOdjBtNALo4YDeTQryS7kbPbt4U7lrishvLmU0tjaLKaIrZFGvkGfYdXUDK6PF2SD4BXIzfEOzN6UsOqD1pM05X1kGMR6bmMMXnA7ODhm+mCf4GxWRQ/Ics04V9XVofuj86izh5LAUAREREREWlX1loD3EiE4akrlo35P2Bk1LIryvuzcvke9CvZzoVX3Ebp+ffRr6giCOzl0tj3Lx70+NvCbmxiYLCvkaGuPruhuLU1zUeDRVt6xMsh3mwV4mWMozrDS5PXp5Yp5yzINDz5hlbMqZfVvFa1VS3a+XiW9YlIz7Y7Tb3/lqRLaIw5gIQfhTI4PkKa40L3d/4g4pzbCLwfPNzPGDM0i3p7JAUARURERESkvR0C7B0l4ZZNu2U1hx3A8qVjAYjHY7z9wqwWi3CE+bn/ajEJPfZWfZRdh5CNa6POa59ZHfksYCqb2Q1Hi66ELr9vzUv7XPFOVdHA6uY7HGxcsjvzH5rKazcfuPSx60/c+xDzyomHmFeyua7bkk1b85qvkBzHrxwsItIoPAdfph5712dZ9vHGmJmpdhpjTgWmBA/fcs4tS0jyj+BvDn6Ycq+mAKCIiIiIiLS3ZIt5JGVM9ovC1tb63nhL549n/ephmesA8qhrtu3tN/aJXN+2TSXsOa35dWU2rfb9/5p35asnj6WM37ydvhOBK/HDoK8B9nyk4uTDCnerPhR4qLGqrav688KNR/Dmv/dn5Rtj2LJi4HgwVwOPAgsOMa8cGLE5ZVk0nVGTV4Ufftdam3iBLSK9mHOuHFgUPJxljDknMY0xJscY8yvg5CyLzwHuNMaMSNxhjJmGX3W40c+T5L8RWB7c/5wx5mfBkOWkjDH5xpjzjDHXZNnObkGLgIiIiIiISHuLMnE7AIOHZVzkooXiPpUAvPfmjMh5cmjAx9J8IG7zxt15+9V92Pegd9Lmq6vN5em7j+WgE16m/6CtbNs0AIKAnokYBqwln+SDhs1fXnMHfkiSXnXW2neA06y1Y5e/PObCRU9O/p6Lx1L1lpwEPHOIeeWYl93BmeYE/BfwU8g8EeGICaspGVgBUAd8B/hFpjwi0r0ZY34YMela59yNwf1fA41z/91pjLkDeBbf43gCcDEwFXgPvyLwrIh13INfBf59Y8zfgLfwQcFDgcvwq8SDX+TjjsTMzrlKY0wp8Bx+8aNrgUuMMXcDc4FyoBg/R+B++OHEJTQPLPYYCgCKiIiIiEh7Wxc14egxKyksqqK6qihz4sD7r08jl3rWr44+pZMhWLmXxpV7Ha8/dgD51LHXQe8nzVNdWcCTdxzPpnW7s+CNvTj27Cd58B+l1NXk00AOhvqMcwE6oCb5fH8vE2FI2mPXn7QCuJTM8ykWA/84xLwy7WV3cMoVSpa6PSvGmw8/DdxFmqkM8wtr6vY77s1XgEeAv1lrs4/Uikh3FHWV3rn4HnYAfwT2Bz6NP65cENzC5gFnADdn0Zbf43vwfZ3UK8U/gA8wJuWcm2eM2R/4N3AQMAL4Upo6Hc0XEOkxFAAUEREREZH2djfwS9gZbUvJGOjXvzxyANDQQPWOYl6dc3CLef2yESNOzMGLjx7Ge2/uxbQD5jNyzGpy8+qprChm6bwJLHl3AnXBcOOPFo7hmHOe4tizn/zbo7edsheYgxvIIYeGlFE0B2ynbyjoCPjedP8Evlzu+lVGaOqxwOSIT2sycAzwZLpES92e90w2H1xYSPWf8qntD1BPLjvo07hYyhu11QUX/eamryyOWK+I9GLOOQdcYYx5CPgcPhhYAmzCr1Z+F/A351y1ybCyUZKy/8cY8wjweeBgYCiwDXgzKPPuCGUsBQ42xpwAnIvvQTgC6AdU4gN+8/G9Fh9MMpdgj6AAoIiIiIiItCtr7Spr7V207AGyk3M++Ld5026sX+/n8Ws5U15zubm15NQ3Bf38MNzowqVPmLiINYtHUU8u1R8PZ/3Dw5ulzaGefGp35ojHc6itLnh8j4krr17jhteOMGtnxYmdUkPB53KpG5VP3c60DqikmAr64ogRI04ODQ/nEH8cuL3c9VufRbPPyCJtY/qUAcCjzRwDfH0EfBd/8btTf7a5BnIeNrjznnNHRglOikgP4JzLLiqXupx7gXszpJmdYb8FbMK2p4Cn2tY6cM49TitXMnfOzSG7BeC7HAUARURERESkI1wDzAD2SrbTGKiuKuS+O8/COb82oSNOLGkQ0LHnxKUceMir3H/rWbTmGiwnv56Rw1YzbMRa9p71Di8+fjj1pJwLngZyqcFQQI2vzbj4Rx+MKb3t/otqAda44W/mmPjOlSVj1AfzDPredC7U668BqPMrVZ7e4GJZdVvMya8f3lCb1WXbbhn2/xC/4EgLBkwuDacC/z3azDn5GTe7JpuKRUSk69IqwCIiIiIi0u6stZuBI4B/ALWJ+5ctHcutf/sUH28YEtoa9JULBvfusecyZp/wNJ/90p85+6J7GT1uNSed/SjGhHsBtryXzElnPcpFl9/GMSc+w7ZNA1i+eM+MzyFODvWNfSaceeC2+y9KDIh9zvcrjGMARw6OnOD/9cGz2NmuPclidWQAa23fYdPWzc4mD37S/aSONnMOIkXwLzEp6efIEhGRbkY9AEVEREREpENYa7cAl1lrvwGc8dbr+1298eNB+y5bOo4tmwelyRnDAbOPf5ahCasET5y+mO0VfXnh8SMgCLv5tX1T9wo85NiXGDe5aUqnd1/fO/JzqCeXXL/Yx40t97r9Us0BaIAc4sQxxIkFW9gbeCJy5fD54TPWDlz9zqgssnB/mn1fyKKca442c254xs1uyKZyERHpmhQAFBERERGRDmWt/Rj4a6GpmQ+8GCXPiFGrWwT/Gs044F3eeH7/YOEQHwRswLQYPjxizGr2PfQtxk1avnNbfX0OK5buEbntzi8XclsO8afD2wtMrcmBCZkGI8dwwX/GP4zIWmuAqwaO20Sf3bezY2PfKK1dAObpNAnOjFo/MAYfsHwrizwiItJFaQiwiIiIiIjsKi+TvocaAMbEOeqYOSn35+Y2MHnmBzsfOwz15FFLPrXkUUsefQZWcPrFZc2CfwB1tXlkO4dgDQW/WeVGJo4xPtgkLKKRSqxpKPDCLKodCow3BmZ84l1y8urTJs7Jq2fIlPXXvuwOTjoW+mgzJw+IEkUMG5hlehER6aLUA1BERERERHaJalfgCk3NJcAdMRpOLaaSYirJoQGHoY48qmKFHP+JJxgzbkXasnbbffPO+753nQndh82bd6fszlJKzy0jL78peJZfUEss1kA8nkN0ZmOSjZ+JnBswuM1nn3vXHGsXjgOqgXXW2nQTFxY23uk/opwDLnuNeffNTNoTsM/u25nxiXfpP6J8cZpOfvVAJVActd3A1izSiohIF6YAoIiIiIhIJykwtXsCnwam4ruIvQv8vcblr+rUhnWgalewY5xZdgMw20Cfxu0GRwG1FMRrWfHGGMZPWEp+YV2akhoDflBP8mDeh0vG8/tffYH84jry8usoKSln+vT3GDNhOcsWjY/a5HeAZUm2T4laAMDeM+dWTZ22cCPsXHp4qbX2j8AfrbXbk2RZj188JR98EPCwq19g8/KBbFg4hPrqPHIL6xgyZQMDx27GGBqAtdbaXKAUuBI4KKhv2VHf4+bnf3TEo/H6nLMiNnkl/rmLiEgPoCHAIiIiIiK7WIGpLSowtbcCS4DrgLOAs4HrgeUFpvb3BaY2L10Z3dWeZtlMAw+Gg3+J1n80jDl3HE08nnqo7qb1g3AQryWfeEIA0AG15FFFERXV/dm0eXfWrRvOokWTuffes1myckI2Tf7dZrdbsp568STbUho4aPNImoJ/AOOBXwCvWGuHJ6a31lYBd4W3GQODxm1m6skLmfGJeUw9eSGDxm3G+JfpPiAHeAq4BzgeKAGKgGnAL2Zc/G42qxD/8Rk3O/24YxER6TbUA1BEREREZBcKAnv3AyekSJIDXAMMLjC1F9a4/KwCTd3A94kwDHXd8uGsXjySPrtXsmrVSBoacug/YBtjxy6noT6H5YvHPHP8mY+v3n3YxnNjOfGCqh1FfPD+ZOa/uxfba/pS5zvOJVVR1Z8+se0uL16faTLAu4FbUuybCxye6Xk0GjJsfapdewH/tdYeZK1NDLj9GriQaB03bgSeD8pLasDYbf1HHriqdvVro1K/ON5LwK8i1CkiIt2EcS7dtBMivUddXd1+wJvArLy8PK12Jr3WmjVrVgEjgdUjRowY1dntEekMOidIRyowtVcCN0VMfm6Ny7+7I9uTTnufE/Y0y0YBHxEhoFVDPtVFhWyrGtBse0nJNiZOWlRz4smP5sViLcv5eMMgbrrpGjIv9OEoprK8gJoS16IYVw3mRuBbm91uSXvBFZjamfggYEYlJdu46st/IBZLe+11HlAODAF2AM9Zazdaaz8P/DFDFb8CLg7ypuUcLH5o0rtr3xwxEd87sNlu4E7gM0d9b86OoLwi4GNr7Y5MZadirR0MjAUagEUphjx3aToviEh3px6AIiIiIiK7SIGpNfjefVFdje+F1lPsR4TgXxWFbGR3XFXLpOXl/XnzjQMK6urzOL30wcbhrzu9P3860Vb5NVTSp2QAWwBDQzCMOEacfGorYrh/L3V7phwCW+Py3y0wtXcA52eq6YjZz2cK/gH8C5p1W6yx1t4J/D/gVOB7wIEJed4Ebsf3qkwM5iVlDEw6bdH/Z+++A6SqzsaPf8+U7Z1eBaSDFEEFexd77zVqrIkl5k009ZimKb8Yjb0k9th7w4odBJReld5ZlmWXbdPO748zC7OzU+5dZllgn8/7Tpa9c+69Zxbcmfvc5zzPkJzSuqFLP9z7RGAM9rrwB+Dxw34/aQ1wBfbf3pDobiGt9WvAv7TWXzo5D4DWejzwS+Bktv+912itnwL+prVOVFtRCNHalPIA/8GWIoi08BHG3jRo/HPjdhP3fbJHIy/298OOPBqPoeK+T/V4DGP+uwM/xd2OBACFEEIIIYTYeXoDw12MPyJbBQoaTNZulzGVRLqlp4Tx2OBfmjjhrBmj6NF9DWP2m95k+9Il/VxNqJ5ciqmK39zJwAd7qyVDfjD9NqbY/XKgGJiQbMBhR37CiNGznEwl/meTDVwMHAUcprU+4Le//cOoUMg3Mjs7kAsMwgboHAf/Yvh7H7Sy338+uOLu2I1a6w7Ap8B+ceN9wFnAWVrrX2it/57uBFrrHwGP0jzgm49tUHKO1vp4rfU3LucuhNhxPYFL23oSbclALwUSABRCCCGEEEK0ipIW7FME7CkBwCXpBtSQnzb412jy5APYd+z0JlmAwaC73ikmSbaggg71ZD9D8lqNNJis2mwVOAmbBXg9cKA9JhQXb+HUM1+jZ6/VruYTLxz2dJ89Y59PclXdMvjFeMCbX7CVfUbOZvR+31FU3Cx46VSTgKPWWmGbh8QH/+L9TWu9Umv9XLIBWutDSBz8i1UGvK21Hqq1ThVkFUJkWASUcpQpvecykNvefgLSBVgIIYQQQoidp9zleANsaY2JtJHvgNmpBtQkbw7czOaKDqxa1bQ0YX6+u1J1XsJJn/MTPKZIVV2b6LlcVT8qV9Vf7iFyuYfIag+RQ4D8MJ7/i+AhO7dhh4N/9XXZ/O+J85n41vE9QR2MXdZGzdYCJn85nkfvu5LvF+3d0sPHL789AjjM4b5/jwYMk7kVZ9eaHYEfOzynECJDDEoZFO380d7ifxIAFEIIIYQQYmdpMFmrgakudnm3wWS1uPnCrmaJ6WuAv6YaE3K5SKm6qqjJ98OHz3G8r88XpCSnIunzXlum6o9FqjqncVuuqj8mV9VPwQYzHwMeBiYBCz1EzgUVBsW6dV1Zu6ari1fSVCSieOX5M1m9slfSMcFgFq+9cDprVnVze/ipWuu5cduucrF/T+A1rXWz60mtdQ/geBfHutLFWCFEBhg8bR18a/OHs1qxexYJAAohhBBCCLFz3eNi7L2tNos2ssT0fQa4M9nzirTNMpqoq8nmqw/G8+7zE5j44nEEtvjIy3O2YnrEiFnk5jSkG9YBW/vON2af6XehzPs0b8YB0B/4j4fwofZbxWefHur4dcRbsnhvVi7vnXZcOOzji0mHuD18ohp+bmpTApwC/DbB9v64u7Luq7V2t25bCLFDFMblb9o9T3t8/RIAFEIIIYQQYud6Ftu5NZ37gfdaeS5tYonpextwXlGHLZWx2z3eMB2KNzk+jiLC1+8exIyv9mXpgr35YV5/pk4aR1ZdAI8naQNfALp1W8PRx7xPQ2120jHh6OVSp64bjtywrvPcBfMG34RJHdvyEDkNTC3A4kWDeO/d41KON0muQr+bPirlfrGW/tCPys3FTocHgPkJtrckHebnWuuiuG3J11QnF0k/RAiRKZFdIANvV3i0N9IERAghhBBCiJ2owWRFslXgYmAl8FMgJ25INfA34M8NJmuPTVK45PdPTDGG4sqNJdRU5uPxRijrVsHa9d145smL0+xtAIWfIJ4EeRw+E6HIVBPJ91BV0zQw5vWGGDFiFsceN5HyFZ0IBpI3Jq4jl5yces688OUzvvzsoOJIxJv2ddmFZWaTQeUB1NXmpR6f5Bp0vcvlw+vWdqWk1FG5yCxsBuZJcdvnAkNdnRQKgPOBh2K2zcMGGdN2fI6apbVuSdBQCNFCBmXa4xLYWO3xByABQCGEEEIIIXayBpMVAn6RrQJ3AhcAg7FRrVnAcw0mq7ot57eTnKYUqrRzJaWdK7dt7NNnGYOHzGfB/CEpdlUoIuRSl3SEjzDUhDntpFeoCeQTDGRRUFjN4MELyMuz+y34ZnDS/cN4qCeHgw76ktz82uK5s4Y1G+MhjA+baRjET2P3Yi/hXiHUVx5P5MCjj/0gxetILhJxt1jL5fgTtNZ9tNbLYrY9Apzt6qRWk6XDWusKrfWLwIUO93+wBecUQuwAg0K5Lriwx5EAoBBCCCGEEGLnaDBZFeyBdf4c6pBoo1Jw2hmv8sZrEebNbR50A7v0t5DqxiYdKa35oTsTzpnYbPu8yUNY8333hPuE8bCFYjzeCMNHzyYQyKKhYXuiZjb1lFFBEVXbMhDDeKikhArKCOHHR+hXBxw0+ebCwq2npp1kAiVlldStTp09GKu0bLObwyvgYGBZzLaPgK+AA90ciMQX0X8BToO0LZ0XAU+6PJ8QYge11yYYcdrdD0BqAAohhBBCCCEyLkc19MhRDUflqIYjc1TDtja1+arWn69qL/36s/GXJNvX5wtz+pmvcNnl/2H4iFmUllaQl1eDIoKPACVU2gw/B5Yv6tOkzl5dbQ6fvn8Y7088hjpyicRcA0ZQ1JDHZkoJ46OsYwV5+XX4fNvrCRZSRR+WUcKWJsuPvUToQAV9WUoOdSioOuLIScscTTKBEaNmOR7bqfMGunZb5/YUTVoHa60j2KDdepfHaVZPUGs9DzgVu5w9mcXAcVrrPabLtRC7CxPN/mvnj3ZXe1QCgEIIIYQQQoiMyVEN43NUw5vYGocfYjPLVuWohtdyVP2RwCfA4/NmD03Z4lYp6NlrNaed/jrX33Afw4fOxk8IPyFXaRvhsI8pnx/AlC/25+1XTuDhu65m2tf7EcZPNYVsogObKIs+OlBL/ralvPmFW78B8HojdO+5ihzq6M6ahHUHG/kI04uVpjfLNwLJO4ykMXTEXAqLqhyNHXfw5KS1BFP4ldZ6VOwGrfVG4EicN8isA55J9ITW+iNgGLbe4IaYpxYANwFj4pYgCyF2EoOnzRtw7AIPCQAKIYQQQgghREvk+2ouBPMZtsFEbEjKA+ZUD5EPgYMAKso7sHxJyhjgNg0NWcyL1uBz27nRAF9+cjBffHQoC2YPJRTyR59R244XxlsVwRs75aXAz4+Y8Mm2Onajx35HBzalDP418hFW+dReig2CtkhWVpCzLniRvPzUCXIHHvolQ/eZ15JTlADvaK3LYjdGs/eecHiMu7XWlcme1Fqv1FrfBnQFioF8rfUQrfXdWuv2UOdSiF2Szf9T8mhnpAagEEIIIYQQYodorTsvXjDgL8acfkWqiyoV86QBPnjnGC68/Bly8+pTHn/im8cRCNhkuggeIihHgTiAcNPAXvMZ2dnchO2CWwxUAN9VmcII3ITW+gvg4L37/cAP9Hd0zqirwiHPoV5f5E8pJpBS5y4bufTHT/D15+OYO2s4weD2xro9eq1k//FTGThkUUsO3agbcDnwj7jt12KDdhNS7PsM8BsnJ9FaG8BZOqMQotVFUO0w/CUkACiEEEIIIYRoMa31YOCDBfMH9YxEvEnHeaLllgw2KGdQbNjUlacev4TTz3qFTp3Lm+1TV5vD+28fx8J5sd16FUH8ZBNwNL9Q+kueIKh3q0xBsiJ6dwEH12/JdXvB3PvtP5+88ZTfv/4CcK67XbcrKq7iuJPe5/BjJrFxfSfCYR9FxVsoLats6SHjXUVcAFBrXa+1Phm4DPgJMDLm6a+wjWuej9YNFELsZtxmUos9gwQAhRBCCCGEEC2itS4A3g0E/D0XzB2SdnzELrclNiGufGMnHnngKvr0XcaQ4fMoyNtKMOBn6ZK+LJw7OGbJ7nZB/HgJp20EEsS3rZ5fCi9XJw/+obV+RWv9D5T5eboDJWCAq4H+wJgU4yqAshTPk50doGfv1S2YQloDtNY+rXUodmP0+0e11o8B3bHZkZu01m6bhAghdjESAATa4RpgCQAKIYQQQgghWuoSoM/W6kLC4dSXFo2Zf4mvuRTLlvZh2dK+gMFHaNv2xBT15JBNA74ETUEMRMJ4Xg3hOzPN/FcBTgJ7v/BnB1crb+QuE3ZcRv37b83oOhhdp7U+AtDAFdhAWqMa4OlJLx72bJ9hy2/tPXj5sR6PSZ5G2XqSrqeOLt9dHX0IIfYABo9x3utnj9XufgASABRCCCGEEEK01FUAHk/6laCRlLX4iHlOEcGDIpImPUPRQA4BImRT36QmoC8r6Dnk6K/mRfBULf2+73krlvbODcXUz4uaCpxTbQrSBraiQbB/7Xvft2OBC9ONByjtWTFRa30rkAOsAP4I/A44HOgAbHnviQnl65Z1uxP4dNm8fuTk1zFg9EJGHjILX1bq7MYkZgP3YZfoOr3Wm6u1btHJhBC7LdMOE+CaaI8/AAkACiGEEEIIIVpqKEBR8Rby8muorclPOMjgbslZBA+g8OG0xJzCoMjOqeeAw6cwZNQ8srKDvwUYtd9MwiFP/eIFA1Z8/O5R39fV5i0Hnga+rjYFLjNA1B3A6UBeqlHZBfXBAy6YfH3c5n8DjwK/1FrX91HL9wc+AgoaB9TX5LJxVRe3wb+vgFeAZcDb0fp9RwLnONz/ITcnE0Ls/gzK0w4T4No9CQAKIYQQQgghWsoAeDyGkaNn8vUXB6YY6ibZQhHEhyKIN0UQUBEhiwAKyMmt44zLXqZD54pm47y+SM7g4QsHDh6+sB64WGtdAdBbrVTAkcCZQEdgC/AO8OYK06tJTbyOalMZ9J6QS+3yDmwa7MEkfEE5RXWMv+grf1ZuMP6pPOAGYPiZR798Kox9iZjgX6PSzpuTvt4kxgGNP/hqrfWTwBPAKdjsw1SWAo+7PaEQYvemMLTDBLgm2mP4UwKAQgghhBBCiJaaTbS5xdhxU5kzczjV1UUZOrQiQBY+Qgnq/Bm8hPET3Lb9mNPfTxj8izMC+A9wWm+1ciTwLNEsxhhXAisHFS686vxb/hcBOs36Zp8h2TnjbmyozymoI4+1ZFFINQVs3b70WJm1gw5d2LHv/kv8WXnNgn+xjgyHvI8DvRK/bNeXpbFFCQuB64GLscuNbwdyk+y3DDhOa13t9oRCiN2bLbCg2nUIUAKAQgghhBBCCOHcw0SXkObn13Luxc/xwjPnUrWlOMHQ5BknjUuEY5cJKwwGRQg/IXz4CVCctYUhI+bTudsGPMpQuamEBTMHk53bQJ8By53O+dRTDnvjRBj9LNAsWun1hhhxyMxeg8cueLdx24j9ZzNk9HwWzR7I5I/HU1eTRyWlVFKCJ5qheOyZE7/rP+yHE5xMoHxth5OSPVe5scTp60ilCPg1cBxwNnAp21/rCuBB4EGttet0QyHE7s/gac+xP0ACgC2mlMrBtrbPBZYbYza42LcXcASAMebJTMxHCCGEEEIIsVM8je2iOwCgY6dNXHHto8yesQ8zvx1F+caOAHTqVM6WquIZ9fW5o+IPYNhe8y+WzU8x0f+Dg4/4fOO4cVM6ZWU1za4bd+TXlG/o4GrS2bn1D5Mo+OcLceyFE+nWZ12zffz+EMP2nUevfit55b9nsrWqELsI2TbtLe1YebzT8wfqsrOTPbduaTeqNxdQWLrV6eGSKQZO1VrfoLX+GXaJcwjYFG1qIoRop+zNlvb9a6A9vvodCgAqpToCdwLnElMIVyk1HfiTMeYNB4fZF1t3IgJIAFAIIYQQQojdhNa6Vms9AfgA6AeQnR1g7AHTGXvAdIy9wgooxUV/uf3X04FvsYEpIHnwL5YC+vX9IXzooV90SvS8x2Po3LXc1byzcoLdE23f/7gpCYN/sYpKqjn+nHd48dFziJ13bn6t44waX1Yo6XPGeJj52SgOPvULp4dL5XKt9a1a6xCQ+oUJIdoN04JaA3ua9tgF2JN+SGLRzL3JwI+AfBpv0tnHGOBVpdRLSqlE+f8JD9nSuQghhBBCCCHahtZ6Cfbz/6+wy0sb1SrFI0oxWmv9YsD4lwAnApXgLPjXaNmyvt7KSqeXFemFw80vg7Jz6xkwarGj/bv02ED3vdY02RYM+B2fv3vfNSmf/37GAGZMGuX4eCmUAp0zcSAhxJ7DRv/UttIL7fEBqt3FoFocAMSm+/dj+zv2QmAqtnNWYyDwdOCbaLBQCCGEEEIIsQfSWlcC/wbuAD7CZvp9Hv26LSgYMP4vgeHAX4AKpzkAxnj4dvq+GZvvhhVdmm3rN3wJPl/Y8TGGjJzf5PuVS3o73rf/qMUBMA2pxsz4dDTvP3Us65Z1qWTHVqu1+0wfIURTBo88digctntq0StWSh0HHIJ9M1kIjDLGDDHGHIC9w3Q5sAH7jj4A+FQp1ScjMxZCCCGEEELsUrTWpwIrgQeAo7Blfo6Lfr9Sa31a49iA8a8OGP+vI3judHOOlSucB9hSCTT4G5bO7dtse35RjavjFBQ3bZ47e9pwAEIhLyuX9mTx3P6s+KE3wUDzqks5+Q0vgrol3TnWLOlR+94TJxyDrd83DBgEVLmY5kbsdZkQQmzT7lLfEou09QR2tpbWALwg+nUrcKwxZmXjE8aYIPC4Uupt4GXgYKAPMEkpdYQxZukOzFcIIYQQQgixC9FanwC8QvLkghLgZa31qVrrt7ZvVjluzhMKZaR/IQvmDX4uHPZdGrtNEYGwu0S5cNjb5Pvy9Z14+/kT569Z2X1IXc228uhkZTcwdNQ8Djh8Mtk5AYC1wG3LzF4r+6jlAP8PSNQUZC1w9jKz1zTQABUAWusngZ84nOajWmvnaY1CiHYhglJKkoPb3Q+gpe+i+2N/WE/HBv9iGWM2KqWOAv6LDRj2ZnsQcEkLzyuEEEIIIYTYRWitfcDDpF9Z5AEe0lr30Vo3tvFNeB2RTGGRs8S3SETh8TS/rotEFBMnHsc334zTPVk5SME4gyGHBvwEqVxZ4mY6rFvZbdufbT1DFfphQf8h8eMCDdnMmDKaFUt6c9rFry4sKKw5WWu9EmCZ2eu+Pmr588AVwDFAIbAeeB54aZnZK9Ey4X8CFxPTTCWJcuBeVy8qgejfcRkQALZIB2Ehdn/uuwDvLjmDrn497S4vKmNaGgBs7Jo1OdUgY0xQKXUxUAtcCfRiexDwhxaeWwghhBBCCLFrOAXo4XBs9+j4l6PfvwrcB+Ql3SPGiJGz0o6pqCjl6acvZL/9pjNw4EJycuqpr89hwYLBTJs2lsrK0kn51JxfRVG/QqrIpw4fNkFu/Q9d2VqRT0FZ+qXA4bCHed8O3fa9QaFQKa+tKjZ24D//vGJlhSlr0mlkmdmrHPhr9JGW1nqp1vok4E1sdmUi5cDxWuvU3UZSn2cgcCM22FgY3bxIa/0gNrOwOunOQohdWmMTkJbbVWJn8QE/V/NqdzczWlr1MDf6tT7dQGNdBTwU3dQTGwTs38JzCyGEEEIIIXYNx7gcf3bjH8LGs0URedHJTmVlmxg4cFHacVOn7sfmzR15//3juPfeG/jHP37BvffewIcfHktlZRm51I0A/hLG19mgtgX/LMXM90dhHFwSTv9iDLU1+RigAX80m8YJdXSZ2jza4eCktNZfACOAvxNdGhy1AdtgZYTWetoOHP8MYBZwHduDfwADsRmI32itpdGjELsp2wRjR7rokuCxM7r3ZvScu0oUc6dpaQCwMvrVcUt5Y8y1wIPRb3sgQUAhhBBCCCF2dwUux5+mtR4M0Flt7Lp35++P69V7ecod8vJqOOe85xMu6421fHlvpk7dP+nzOdThwZTZ7wwFNM/0W7OwB9+8tj/hUPLLpMlfHsAnk46gmgIqKSFIlttcmEvTD0lPa71Sa/0LoAs2u7Ib0F1r/Wut9dodOO444DkS1yVsNBh4R2udaowQYhdlUJHMd9XdGQHAjM653WUAtnQJ8GKgAzDGzU7GmOuUDbJeg32D+hS4u4VzEEIIIYQQQrSt9S7HZwNPaa33V+raXx131sSuRaVVfP7ZoUyfNoa6uu2rgT2eMIOHLODIoz6itLQy7YFzcuoZNGgh8+cPwZjtATwvoXV51HaN4KFxeVgWgbjsv+1WzOrDxqWd6TdmCb2GrSQrr4FgwM/CHwbzzTf7sWFD1ybjvdS5/BHQx+0OqWitQ9iGIZnyW8DvYNxw4FzgyQyeWwixE7ivAZgJTm6V7NQ5Ob53o5TqBNyKLWPRE6gBvgXuN8a85vrESvUBnDTIPdsY85Lb4yfT0gDgt8B44Gi3O8YFAbtiU9SFEEIIIYQQu5/ngVtc7jN2/fLOx/Xae+UVZZ02A3DEkZ9wyKGfsWRJP2q25uPPCrLXXsspLNzq+KBdumzg7LNfZOvWAtat68KMGaN/tmRuv3n51L4XwkuE7V17vUmCf43qqvOYO2k4cycNB8CAmc9QA3g8njB+f5BAwF/rNZE8LxGXL59EjT12CVrr3sDxLna5GgkACrGbausVsImCkDt1To6ijUqpYcDHbF8BW42tv3oMcIxS6h5jzI07MI9ySPqmlLbsnhstDQB+AlwP9FBKHWmM+djNztEgoAGubeH5hRBCCCGEEG1Maz3197/XX29a13F8VWUhXm+Ejt02kl9Ym3K/qvVFzw0YtqhJ8w+fL8zAgYuT7eJYQcFW+vffSkND9mfr53Y9HxqzXbaLuKyEpJTZfNWPH7w1N7fupuLiLUOUQkUiyjd/9hBmfDOKTWs6uTlcykaKbWwf3F2Bj2ytiQghWo9q/P8213ZzMA5OrpTKBt7ABv/mABcZY2YqpfKAm4E/AjcopWYYY/7bwqnsZ4xZ1sJ9XWlpAPB9bCQyB/g/bDTUFWPM9UqpCDaQKIQQQgghhNjNdFXrz/d6f1wSDm+/rFAqQt/BSxl7+FTKOm9OuJ/PHyrOLmi9RLg1a7rx8ktnPV3K5orGylSxGsgmjAcn2Xseb5jDLplU07HbpoebbPeYrGEj5zFs5Dy+/PBApn+5X9pjGahX8ITLl7Mzub0ab2lNeSFEG3Kdt9x+XQX0A2qBE40xKwCMMbXAn5VS3bAxrT8ppZ42xgTbbqrptSgAaIzZqpT6NbYLlFFKlRhjKltwnJ8qpbYAB7VkHkIIIYQQQoi20VWtvxP4ZWzwD8AYD0vm783KH3px/AXv0H2v5uXpggE//kCo1eb2zTf7A2rwVgrKi6jG0+xyV7GVAoqpSnkcjzfMwRd8Rsfem1J2vD3o6K+oq8lj3oxhKY+n4A8VprQi5aC2tdDl+AWtMgshRCuzTTV2hRzAtuKw2uBF0a//awz+xfkbtlt6d+AIbLLcLqvFd2yMMXcZY641xlzXkuBfzHF+Y4w5whhzREuPIYQQQgghhNh5uqr15wO/TDUmGMhi4nMTqKvNafbc2sXdWL+0c4K9dtzMmSOYNdOuTA3i7xBBRftTNg0CbqGYQNJeF4bBB8/j5FveoEu/jY7Oe8ARk0Elz6uJoB4H7nR0sAzTWvuddOzVWi/GNmp06pGWz0oI0VYiO61r7679SEUpVQA0pna/l2hMNCg4P/rtURn7C2olLV0CLIQQQgghhNgFKUURcD4wBvt5/3vgSWNYlYnjd1XrFfALJ2Mb6nNY8O1gRh88Y9u26k0FrP+hK5uyQow4ehb+bOeZgOUbOjDt2zEcfPCXFBTUNHmuvj6bKVMO4LNPD2P7SlalAmSRRQAPYcKobc8ZPKynCx0pJ7dJnXXD/qd9w14jlzueF0Bh0VZ6DVjJ0kX9mjQZieAhguf+Iqp/AhzZQ9VdgV1JFQa+Ax5abbp/5+pkSWithwBnA52AOmw336OxHXvRWq8AHgMe0lon6+D8Z+BQ0i8HXg48lYFpCyF2srbpArxrcfDqh7D99+CcFOPmAEOjj5Z4QSk1AMgDNgJTgP8YY95u4fGSkgCgEEIIIYQQewBlV3P9H/BboCDu6T8oxVPAdcZQt4On2gcY5XTwwpnbA4DhkIepr+8PKEIBP99NHB3Y/5SpWU6Os3Z1F5577nyqtxYxber+DBq0kK5d16E8ETaVd2TevKEEg80PFcJb7sPT0S59ChPGS+M1XQQvG+hCFg3kU0M2DWtGHfrdxr1GLm9Rc4vO3Tbw/aKBhLdfZq0Dfl9C5RsGvgLGxY43sH8E79UdVXmlQVWBqgDeBB7eZMocB2yj3Xsfwwb7UukN3A7cqLU+SWv9dYJjfaC1vhZ4gORBwDXA8Vpr522ahRC7DAOoZtVR2510Nzm6xfx5TYpxjc91SzEmlf2AKuxNoR7AGcAZSqkXsU1HAi08bjMSABRCCCGEEGLPcAfJl+V6gcuA3kpxvDHsyAVFHzeDqysLAaipyuObVw6gfOX2jrlLv+v3VUGvrWsG7rPoAp8v3GxfY2BLRRFffHgIcxcMI4BdThyJeJk/fyjz5ztJuFDloDoC0UVvIXzZQYaOmsewkXMpLt1CJOxh3equrPih1zfDj5g72M3ri9Wz96rXgbnYGvszgDeKqcwzMN+gusVeb4bxxAYjS6KP3tjg6m0dVMWNm0zZ/enOGQ3+fYW9cHSqDHhHaz1Wa/1DgmM+pLWeA9wCnMr20lEV2EDjP7XW61ycTwixCzHSvwfSl8SLvZGWqrV943OFLs5dD9wPPAfMMMZUAyilhmHfxy/GZnNXYhuRZIQEAIUQQgghhNjNKcV40tTkizrS6w3doPWfvgF6YZeJTtZaN8tu8Klwwe1/zM2fPi2LqirVYdIn4YeAZztA0G3h+BdeOJuqhUUURZomjCl4+P03JuR8/uGhFwwbPYd9xsymsLgaj8c0vi5KOlRx3BkT6Tx5Ax9+cjQhk6xuX2J+ggNjv+/afR2nnP8GeQVNr+f6DVxKv4FLT3P50prYq9+Kl2pM3tOx27qpLW+DapIZYoN/KS/FfMB9HVRF3SZT9t80p30Yd8G/RiXYpdxXJ3pSa/0l8KXWugz7byUI/KC1br32zUKInUJFcwDbuTZrhmyMWYftHhy/fS5wiVJqI/Az4Eql1P8zxrht0JSQBACFEEIIIYTY/f0k/ZAIBxzwDePHf3UHTa8Dwlrr14Bfa60XAvhU+DLgX7//bVFxdEwONgvhqs2Uzi5lc1CRtINGE7WhPNbM70EvmjVQnBvC+zIwpa42l6KSaopLE3fl9ftD7H/IVPKLanj5tTOjW51cvJqpXiKNRdwpKdvMaRe9Sk5uq8SwKoFXYjd0U2tPAXVQkxlBNPPPkX92UBXPbzJlCbNPtNYDgePcT3Wbi7TWP9daVycboLWuwGb+NX6fg81MGQ9kY2sBPq21XrID8xBC7EQRlKq/8CTqLzjZ1X45z75J7jNvtdKsWq6uJa/lhXebd6hqKvaOVR4kbRufF/2a9PdoC/wOuBbIBU7CfYf2hCQAKIQQQgghxG4sWvvvtNSjIpx22muMHDkLml8DeIEzgaO01sf+6fbfjsJmlSU5knefAFn12QT8TnJI6sjFQ5i8mBVUIbzVwMkb6NILGNV34BJGjJ2V5kgwbOQ8Fi4exJy5+6QdC2zJpuEvwKuNGw44bDI5uQ0YY7MLM+wurXV8oO62+EERPLjIvCkBzgP+k+T5vzo9UBJ5wCBgmpPBWusrgL9hlxDHPaVfBq7UWm/ZwTkJIVqZQWHy8zBdOrjbLz8vbffcttDC15LuhcRmxncneQCwe/TrWlcTSMEYU6OUmguMBfpl6rgSABRCCCGEEGL3lsX2DISExo2b3Bj8S6UkElFv+f2B4kTNNGLVkpeTRSCk0lxPBPDTQDYd2IQHQxAfWyhmM6WFEbxXFlL9JsCo/Wamm9s2Y/efxty5+4QMZiYwDFSiLI4fgLNyaFgIbAGKc/NqGTBsMdAqwb8ngT/Fbuim1nUGNS5+YAsung8lQQBQa/0L0gZ+HXGUjqi1vgm4K8nTCjgL6Ku1PlyagwixazMoqKlDrd/kbseaul0yANiS12Jq6tItAV4A29ZKD4t+n8iw6Nd5ribQBiQAKIQQQgghxO4tgK3ll5voSaXCjBs32dGBPB7Tedjwucz4bnTKcWEbyPMUs6VGQX7iSfmppAQwVFHIFoq2Nb2IXj7eFMbzek5WPXv1X+5ofgC9e6/kyKM+HPXBh8fO9ShTAlwCHIOdx3rgWeCdiFFhKKFUVT4B3NCp2wa83oyXfAoAPwfu1VrHN9TskqFzNPt71VoPBu7MwLEjwIFa6yOw2S3vaq2XJjjfAOD/OTjeGGwXaif1KIUQbUaR/cw7ZD/zjus9d8UAYONrcdnVuI7H/5n0SWPMVqXUN8ABwATg5fgxSqmeQGM3qo/cnT45pVQ+2wOLzX4nt5QEAIUQQgghhNiNGYNRijeAcxM937fvMoqLk61cam7kqJlpA4AAIfyeSkp+k0ftGC/h8zxEfABB/NSRSwNZNC51DZIdO+NoSoXJqyVvbFl+xUpskwnHDjr4KwPHEjGqErgn+kBrnQfsCxylNeuBWXDT34HzvN5wZzfncCgL+BHwILZJRqxUXSPdWJ1g27VkpoK/AmKvgI3W+m3gxriafteSvmNmoyu1VZeB+QkhWkFk+40Ykdoz2ADg+UqpPxhjVsY9/wvs79E1wCdOD6qUUsaYVPFKjb35Y4CMFV2U3s9CCCGEEELs/u5L9kRxsbuSbEUuxofx+Teb0os30TFvI53P3kin7yspiQn+NT5i2W0+f5Ajjvr4grMue6El1yRNJqm17qi1vgsbLPscmAjMAObc+Pt/HZ+VXX/c0FFzWysgNZrES3GXAsviN3oJuz3+0wm2ner2IEkk+ss5CdsZelDM9tNdHLMMOGRHJyaEaD0GT8SgaO8PBx4GlmAzzN9SSo0AUErlKqVuZXsDrt8YY5rcBFJKLVNKGaXU4wmOO0kp9Sul1AillC9mn6FKqf9gM8sBHjPGJFt67JoEAIUQQgghhNjNGcPnwN2JnguHHXecteNDrhYJbYqeP/j73+vP+uy1LNezrWRS8ourzp3Xcf3193HwwV8eVFhU08PVBG1gb1txdq11b2AKcBO2aUasocDD19764MP9hyxJuEQ6Q66K37DWdI1gMwObsD8Zx0uRP91kyr5NsD2+CUemdQJe1Fo3/iW6PV9rz08IscOUPNIwxjQApwAbgBHATKXUFmzH3zuiB/m3Mea/aQ/W1F7An4GZQJ1SqlwpVQPMxWaVgy1ncb3L46YkAUAhhBBCCCH2DDcDvwfqYzeuXNnT1UFWOR8fILo0SWvdCfhir72W9khXg6moaAsXX/yUq2XJce5rrLentfYAr5O+S+J+LT2ZQyOSbL8XG7BswkcI0lSr8vmD64ELkjxd4WJusdyUyNoHOCL6580uz1PpcrwQYidSmHa/Atg4LKNgjJmL/X14F/A9kI3NQv8QON0Yc0MLTv9/2OzC74ByoDC6/XvgKeBIY8yFxphAC46dlNQAFEIIIYQQYg9gbGm9PyjFvcDF2IYM3s2bO/zQ0JB1eHZ2wNGyzOnT960lTVfhqOd/8/s/1mnN9dgOuCWHHf4ZtXX5TJ16QNKdDjnkcwoKapxMpZlgwDfpjf+e+prW2zadCoxq0cHS2Ly5hPKNHQFFx04bKS2tTDV824Wk1jon+n39WqNruql1x2KLxx8SO9hPkDBejFIYsz0vw+sN0W/wkpo1K7qPXh/osjbJ+d4AfurwpVRil/CGgBOBWx3uBzYA+THwJvATEwKzWUEYVJFBJf5XsgW7DFsIsYuKoFR7rwLo5m6IMWYD8LPow+k+fVI89yLwoospZESrBACVUp2Ao4HhQCmQ42A3Y4y5ojXmsysKBoP7tvUcRDODG78Gg/E1nIVoP3w+nz/6R7/8rhLtmLwniN1WwOYLfE5MEOaDD0Yt+Oabb/Yjzefy/Pz890aO7P7B6lXm76CSrhbKyTHL/3XPtA/XrvMuCIfD3WOfCwb9sG0ZcFN+fwMjRsx083IAMAYWzRzIF28dcng47Ns4oGjd7JFjfC8MP8z7U9zX1EtpxfJefP7ZISxdsneT7X37LeHgQz5nrz4rmu2TlZW19oEHHrhr06ZNZwC9Abxe79r77rvvlQ9mH/ZKv34Db/rF1TVjJn9eflV9Q/1YpaCsyyaGjplHUdkWVi7pTUNdDlk5DfTutyK879i+vzzjjDHdgsFgt0RzPPTQQyd99tlnP8FBBktpaemb1113XRXAvffe23fLFuc1HnNzcwcGg8F9hxePmjHjpTmEv/NCXfSUyuAZFME7PoSn9/ZL6ZKSkrevv/76QXvg7055XxCO+f3+REv3dxnG4RLYPZnLjsF7BJW68YjLgylVAPwDuAzwpx7dnDHGXYGS3VgwGGyP/96EEEIIIUQbWbZsGS+//DL19fUJnx86dCgnn3wyPp+P9yfCjTcoli1tfoF4wgmGu+6p4fXXH6OqqgpjYNnSPnw7dQw/LN6bcNiHASJ4iODBxFQd6tFjJVde+ZjjORsD330+moXfDaa6sqjZ870HLuPosz/E58tMEHDO7OG8/uqpTTLyYikV4eRT32TEyFlNtvv9fpIFhfLz8zn33HPp1s3G8hYtWsSbb76Z8O8hNzeXk08+mQEDBjR7zhhYMB/Ky6GwEKqrv+Kzz1M3nezSpQsXX3wx2dm2C/PHH3/M119/nXKfWEOGDOGQIYfx+PEvUb1ma5JRBt8JIbz7henUqROXXHIJOTlO8j+E2HP5/f5dOro2Tw3ZC9SyXXqSrcxA+VAzr1Nbz2NnylgGoFLKj+22NY6WhZLbW0BsTFtPQDQzGNvm+0IgY512hNjdbN68+V2gM7ChtLT0+LaejxBtRN4TxB6nT58+nHbaaUWTJk06edOmTSeFw+HOQCA3N/e7vffe+8UTTjjhO6/X3o8/9jiY/p1Rb7xe/eHkyf6S6ipV99132Y9ffIl57+afserBB5+8uqqq6qpIRPHeW8cz87tRTc6lAC8RvEQI4SWCB1CuA3VKwbefjSGSpJHJikV9+OLtQzj81Emufx7x1q/vzBuvnZI0+AdgjIc3Xz+ZTp030K3buug2kgb/AGpqanj88ccrJ0yYcMHo0aPXDxw4kIsuuihn4sSJx5WXlx8eiUQKPR5PdceOHT+ZMGHC+507d24SGdyyBc+pJ3H67FmcV1enttU69PsP3DhydNcFRx798mi/P1AQf968vLxJRx11lM7Ozq7efqwt40jRMTre5lWVf7v/kqcuDgfCCTMRLUXoHR9Zpf65h599+A05OTmVTo+/m5H3BbHHkAzA9heAgswuAb4WGI/9OW7FvrF8AKwCGjJ4nj3Crp4S3B7FfHBbIH8/oj0LhUKN/zEE5b8F0V7Je4LYUw0ePJjBgwdPAm5JN7a4GI46uq7mqKPrSoCK7t27XwegtfZiuyIy6cMjmgX/4vkIEwIieKmsLHY139rqvKTBv0aLZgxk30O+paisxU1FAJgy+QAikfQLkozxMGXyAZx2+usYY4OU6UQikZJ33nnnmP333/9nAD179uSKK674Kt1+fhXyA/8Dzox/LhhUnaZ9s3en2VNvqDjj9Jf+2W+fZSVAFrAcePIXv/jFovh95s2bNwPbLKZ/+llTtfw3FWsIqBTBv0aK2mcoH/b0sI8dHHe3JO8LYk9i8KBon0GwGO0uAprJLsDnRb9uAfYzxtxmjPnYGLPIGLPcySODcxFCCCGEEEK0jh5A1+rqAqZOcdZc10sYMGzZUsqyZXs5PtHCmQMdjFIs+HZw+mEpBIM+5s0Z5nj8/LlDWb2ym6PgX4wfaa2zXU7tzyQI/sVqMDllb75y6s8+uP2YATNuHzV25u2jrpl5+6j3Tlev3X+6em2f2LFa6wg2cSPk4Nw3Uq8udjHXw25Tdzr5CxNCtDHV3kN/VibjYbuFTL7gIdgA8oPGmIUZPK4QQgghhBBi1+EHmPXdSEcZc2DTLDxEAPjqqwMd7RMM+Jg3daijsRUby5wMe4UkK5NqavIJhZyXMA+HffizXTeCKAH6OB3sV6Fi4HonY7dSSAVlh1RTOBjoAPTFBvpmna5eu/N09Vpsl+IPgdOwiRuJNABXaa0fZ3vjC6cGuRwvhGgDERRGHu0uCprJAGBW9OuMDB5TCCGEEEIIsWtZC9SvW9vV1U4248Tw/eIBfPrJoSnHhkJePnrpaGqqCp0dPP1lXCV2xdJg4J9AbeyTHk/E2XliZGW1qBOsm6aH5wJ5TgdvppRKSog0X9X2S+B3sRu01m8DvYDrgI+BWdiu0bcCvbTWj0SHur1AbncX1ELsjsy238jt+tHufl9lsgbgKmwtCbdp7UIIIYQQQojdhNa6Vmv9XCSiLnOznyJCNiEUMPmzA9lcXsa4g7+ma7f1TcZtrczj3WeOZ2N5F8AuH0630rakY2W60/9eax0ElmHrH96ite4NXAz0LyjYWlpUtOXUqipnNQqzsuopKnJdc7ABGKC1vgDIxV4/Pa+1XpNkfPNWwCkPno3BQw35FNKsY+9vTlevPfSqOW1d4watdTXwQPSRzEzgIIdTMMBsN3MWQrQN0/7K3yXi/s7Pbi6TAcD3sQHAscBTGTyuEEIIIYQQYtdyV2lp5SW4WFHkbZKbZlg8bwDfz9ubsg6bKe1UgfJEKCnewuxpI2gI5mwbqYjgJ0g2DUkvWQfvOz/Vqe8G/h2/UWu9AltjD631X/Yd8+2pkz45wtFrGTBgMR6P6+SRAPBa3La/a63/B1yvtY6PKLpqmdxY0yuwbWFWEz7gCqKv14WHcB4AfPcOc6vUdRdiNyABQECagOyQe4B64FKllLv1AEIIIYQQQojdhtZ6VucuG37pfA+z7Ws29RRRRTFVFLGV0CY/axd044d5A5j29f5Ngn92Dw8BsqkhP9HyVjze8EslHbf8ClgR99SnwBnAzVrrdNG6jmP2m0ZJaUXaV1Jcspn+/RezqdxR3cFYidYze4GLgI+11vHPu+o0m0tduiHOii829QLOsvqCwB9bcHwhRBswKLUL1OBr80d7k7EAoDFmMXANkA9MVErtnaljCyGEEEIIIXYtr7x+xj/y8mu+cDpeYShgK3nU4Y1beRXCj0lzaRLBSx258Zs/ioS9l2mt7wD6YZtQjAF6aK0P11q/6iD4B7AlN7eeCy9+hrIOm5IOKi3bxIUXPwMoZkwe5eCwjo0B/hS37TVgg7PdDaVsBsCXvMFvTrInkrnD3NoAnADMSzGsATjvDnPrZLfHF0K0DYOnzYNvu8KjvcnYEmCl1CXRP76ELVg7Tyn1FvA1UI6D9dXGmCczNR8hhBBCCCFE66qtyT/ZT2BhkKzOyUfZS608avHHBKcMEMZLgCyCNO3Am+yyLIyPMB68RGYD9wOPrTHdggBa6zCwqIUv5W3g56Wllfz46oeZO2cY304fw8YNnQDo1Gkjo8d8y/B95uD3h/juo9GsnNebxT36M2D098lfucEo5fgq80da699Ea/MRNL6AX4V+i12Gm1IHNpFFEDDkU5NsWHyGpCN3mFtX3abuPAC7hPhatnf6rQaeBO65w9za0p+7EKINKIxphytg271M1gB8nNjcfvBj28uf5nB/g30DEUIIIYQQQuwGGkxW5TC1+O5KSv5cSQmhmEBeFg2UUEk1+QTJJovAtuciKGrJI5zwcsRsu6hIdHlaQ/5TRVRfusZ0S5jZp7X2AhOAC4Hu2I6/nwD/1VqXJ3kpn2Kz3Ib6/SFGjZ7JqNEzEw6sqcpj1YJeeIgw+419TP2GXLX3uO/JK266BHfTyjJyi+pq8orrCpKcM14hcCzwcuOGoPE97FehTjTPDtymhM10Yy0APYauonDzVurWJmwe/ITDeTRzh7l1K3D3berOe4Bi7LXe5jvMrUnTDYUQu64Iykj4D+kCvIPi/w3JvykhhBBCCCF2I14VGYgt7XNCh46dunXqFOGooxoK77s30j1sPM061voIP96RTX/owCZvA9mE8eIjRBYBFFBPDir6Z7DBP1vPz5tkBo0jk12bqa4pgn9DgVfYnqXW6Hjgj1rrXwF3xS8L1lobrfXl2EBhs3XGjYwBpcySAaMWvbXu226ne6DXD5P7s2RKPzr120heSS2RsGLzqjKqy4s49sb3nAb/GnWK3xA0vj8XqK1fZNPwQjWFne1SaUMh1XRgEwVsRQEd+21g1GkzIAzf/3cA9RuavIxvsUHOHXKHudUAlTt6HCHErqB9h2vaXfSPzAYAf5TBYwkhhBBCCCF2kmJVVWYgv4b8K0D9juiV4aZyL5vKvSyY7y8ClnhV5Mdh43kqdt+ZZsSakWrWUwouy6Gh2bELqWYLxdu+byA7RfAvlsIkrtKUMOtMa90f+AzokOSA2cD/w14D/S3B/lO01kcDzwJ7JZyRgrzCun7jT/r6J9+GxnhWzuoNgDEeNvzQpdn4YIMf0jfniFU1Tk3pDVwNnAd0BmqGw/v5nbZe3nnY+leXTu/rb6jO2fZzySupoc9+S+l3wBI8XgN+6HHCKn54fEDjMVcAZ7xqTmuP17tCiAQMyiMBwPYnYwFAY0yLU8qFEEIIIYQQO1exqsoCLgOuA0YqIJ+abXX5EgTpsoEnvCpSHTae1+Ke+wnQHzg4fqcCtlIdbYBrgABZOzr1qUm2/5Pkwb9Yf9FaP6e1blYTT2v9ldb6CGAuKTIBlcIz+tRv2bqpgM2rk3cD3vB9F4q7VDmYEgDByY+NKwEWQ5MfUgFwcc3GgotD1RUcc8P7VG8sIljvJys3QFGXKlTcdXzBXjXkdK5rqN+Q+wzw61fNaeucTkIIseezt1bafQCw3f0AMtYFWAghhBBCCLF7KFZVxcBH2AYTIxu3K8BHmDzq8MfU7IuhgLu9KtIkOjjTjKjB1q+7HVgXt8PmXOqmAoTwsYPXXGHgkfiNWuu9gJMcHsMLXJXi+WtIEfxr5PEY+h+4OOWYpdP6YtK2QrRqK3K/rlxVei8kj5CunN6bRR8NoqTbFjr1LaeocxVmiyKy2YOJy4vc+9Lv//yqOe0KCf4JIeIZFJFdoAtvWz/am0zXABRCCCGEEELswopVlQKeJ0G2XqxsAhhUk8YeUb2BE4A3YzfONCPqAD1SzfozMB6bjbcF+DqEP9fAGmwW4Y64Z6vJX5Vg+9G4iyweB/wmfqPW2oOL0kbdBq8lK7eBQF02uUW1lPWqwOMLU7clj/LlHamtzGf+J0MZetS8lMcxhjVTn9q/u5PXsHxyH3oPW4F3QYTAd1mY2mhOh9+QNSJA1vgGvB0i+PLCzf7ihBACJAMQ2mcGYKsHAJVSXYBu2K5W1cAaY8yG1j6vEEIIIYQQrSnabTYXqIlvKrGLG48NgKWVRSBZ1t7BxAUAG800I4LYWnyx6rqrtXcqzO9dzjXWo8D/JXmu0OWxko0vIkEjjmQ8HkPHvhvptc9Kug5ch4pZX1VbmcsPk/uz6IsB7LXvMvJLa5MdZuacN4b/va4y72lnZ1UseWJveodWNt0cVASmZxOYlUXe2TX4B4Q2On0dQoj2xeBB0T7r4MVody+/VQKASqnewI3AGdg7hPHPrwBeAu4xxqyMf14IIYQQQohdkdZaYZeaXg8cgy2pU6e1fhG4R2s9vS3n51Cq5a9NeDB4CRNuftnQkky+P3gJd1ZErjXOKxEFgDeA+4BPt5r8ZBdsboNdzRIStNanA79weRxGn/ot/qxws+15JXXsM2E2nfptIK9kW/DvjejXXGA18BTwyeoZvW51c87qUIp4Z1BR+0I+/sHBuWg3RxVCtBcKYwyq/aXANdXuXn7GA4BKqR8B9wB5jZsSDOsN/Ay4Rin1U2PM45mehxBCCCGEEJmktc7CBmzOiXsqF7gEuERrfavW+q87fXLu7ONmsIcIzcNbJFqGm9Ia0y0CXFekqrLCeK5Iv4cJghq01eQtc3D4D7HBQqcdRl6I/UZr/WfgVw733cYYEgb/YnUduD7229Uv337WDUAZEAQqZ5vh5r3bp7jqjBJJF0ANKYJzsi4FPnZzXCFE+xBBoVDtLwWuqXbXEyOjLzga/HsMG/xrDPzNB14Hnol+nd84HMgHHlNKXZbJeQghhBBCCNEK7qV58C/enVrry3fGZHbAjmY9hIH/tXxn33XA++lHqqtrHAT/tNY9osdzGkTbgg3kNu5/MS0I/gHU1zlPhKzelM+Xzx50MFABrI9+XbSPmnNLBLUe7Ho0Jxfk2TQ4OeW5N6t/FTueoBCi3Wjr5hu7yKPdxT8zFgBUSnUD/h2z6UGgrzFmmDHmdGPMxdGvw4A+wANABPsB5N9Kqa6ZmosQQgghhBCZpLXuD/zY4fA/aq135QYMqTtSxEmQbfa/sPGsbunJa0xeADgFu2qoLsGQJcAZNSbvv+mOpbXOA94DRjg8fRA4X2u9Jbq/Am6LH7S1Kj/tgeprc3j/5eMwDi8hZ7wzmg2LO+/jJVQYE+brb+AfVRT+uYJSU0EHKuhAJcXUk500GNi5+QrmRLKBvZ3NTgjRnpho9l87fzjs0b7nyGQG4HXYzD8D/NgYc50xZkWigcaYlcaY64Ero5vyovsLIYQQQgixK3Ia/APoDpzYWhPJgEedDoygCOON3TQNW/9wh9SYvIYak3cj0AO4GrgD0MAEYECNyXvV4aEuAYY7HFsBHKu1fjdm2zhgSOyg9as788p/z6RyU/LkubqaHN545mRWLtmLVUt7pjxpqM7Lys964Vlp6MxGOlFOF9ZTxBYUERrIJoy/zODZlpkZxkcNBWyhmHDcJVseNRSzxeFLFkKI5gyKSNtn4LXpI4JqdwHATNYAPA4b/HvfGPMfJzsYYx5XSp2DfaOfAPwug/MRQgghhBAiU/ZtwfjXWmEemfAptkvvoekGBsjCLtgxeIhMieA9Omw8WzM1kRqTtxl4eAcOcY2LsdnYAGas/vGDfpjfn6rKYp5/6DwGj5rP8LFz6NC5AoCqzUXM/W4oc6cPp742F4Dv5/WnV7/EJRHrKnKY+9RwGipzmmxXgI8Q9eSQakV2GB+VlOAlRC715FNtBrFQOVzD3QD84GyoEKJ9sb9Fduc1sBmYe7urAZjJAGC/6NfXXO73Ojb41y/dQCGEEEIIIdqIN/2QHRrfKrTWo4Ch2GulWVrruVtMkSlWVWcCE0kR2AzhBQw+gniIoGA4hLy250nbizZlGelil3xstt/UmG3NOnjU1dhgXTCYxeypI5k9dSRKRVDKEIk0/2ttDATGCwc9zHtmWLPgX6MtFOOsG7KigRzqyKeGfBVgMTnOagA+f5e5SVIFhRDNRPBEFwG3a+3uB5DJAGBjL/oKl/s1ji/I4FyEEEIIIYTIpMXAES7Htxmt9SnAb4Gxcdu/AvQWoz8oVlWHRFCvK8zRsRllERQRPBg8eLdVSwJsAO18bK3vXUFLrmXiazNOjx+QlR1otpMxnqS1/hKNB9g4qxP1FUmCg3ioIX2dwUYeIkTw0kAOn3IYhzOJQlImYtYBf3N8AiFEu2KDfzvaD0rsbjKZ8rgp+rWvy/36RL+6DRwKIYQQQgixszzmYmw18FJrTSQdrfWN2FU2YxM8fSAwUWv9oy2mqDaMrzqEj2DMI4wvVWbasNaadwvUYbvpOmWAZbEbtNYLgUmx2/YasNzVJHr3Tzx+/bfJexwG8ePm4lvFBGKDZPEto1MNrwXOvMvcNNfxCYQQ7UoEZXaBJhxt/mhvMhkAnIN9F7tYKeXouEopL3Ax9mc/J4NzEUIIIYQQIpOmAh86HHu31jpjdfLc0FofDPwrzTAFPBJdHmzst7GP3YPW2gD/dbHLe1rrNQm2/xYINX7Tq99Kiss2OzykWdt30NLnEz1Ts955hl868X8rm+jEbIYRxBeM2bwVeAAYfZe56V2EECIJte1/2+/D7Ebvd5mSyQDgG9GvQ4H7lUpdmzb6/H1s79r1egbnIoQQQgghRMZEg03nATPSDP0ftpttW7nF4TgvcAPgKEusMVsijOfAbBWYka0C07NV4NFsFUiUZbgz3Q+p18LG+EeijVrrL4BzgHoApeCoUz7G6w0lGh4rDOoKny98PnAw8AywHJuVOM1EVNID+Eh77CZspkrTy6sf6M9EjgtjV1T1AzreZW667i5z0yJXBxdCtDvtvQNw9NHuIoDKJCtm4fZASuUAi4Ae0U2zsG+yHxhjNsSM6wQci/1w0li0dxUw0BjjqJqtEK0hGAzui60DM8bv93/b1vMRoq2sWbNmFfZ3+eru3bv3bOv5CNEW5D1BJKO1LgBuBq5m++desJ997wH+q7WOtNHcSoFynN/kr3/s/itGbNrYcSEpUv8MtmB8iiGvAJc0mKyaZAO8KpIPlAJbwsZT7WRy+arWB5gak9esUUcsrfWx2EaESbuTNGzN/uUd/7gtZU08rXVf4DrgUqDTqqU9Iu+9NCFUX5uXlWB4OXBZuenwdrLjHaM+nE6KJivr6EK9w4YqIbxE4vrKeAjjJQLg+d7s3R5Xs+1U8r4g9iSfqMP3UqhlbT2PtmSg/AjzSae2nsfOlLEAIIBSaj/gYyAv7qlqoAZbOLgwdpfo9sONMc0K8AqxM8mbuhCWBACFkPcEkZ7W2oeth1cIbAQWRbME23JOw3BfVqfn327/pQauTPSkg+Bfo/eAkxpM1rZgnVdFFDAB+Gn0a+NBPsOuBHopbDxNgqX5qrZDdC5XAv2jU5gNPAQ8WWPyEmb7nXvQ81eV9Nx8X5dB630ez/a/hk1LO/D9l3tT/kPnVcCxU83Y+eleCIDWOhsI3nv7T31grgDOwF7LrAH1OvBiuelQn+oYx6gPr8EuyU2ojhzW04VkP9vGEv2GxDUDowHANd+bvXsk2F1kmLwviD3Jx+oICQDCpiPNxx3beh47Uya7AGOMmaqUOgib/h5bILgI++Eo/t1tNnCRMWZ2JuchhBBCCCFEa9Jah4CZbT2POC1ZTdMA/AToApwc/6TZVi8prQnAmcALsC3492/g+gRjD40+XvKqyIVh4wkA5KvaMcA7QOeYsQoYgQ0Y3pSvao+rMXlLYw+2n5o2BPb+J+DLzq+noHM1ymOorcindvO2Onw9gff2U9NGTjVjK9O9mAdvvzYAnO4jdDN2eW+jDcACbLZhygAg8BTwf9jluc3kUk8ZFVRQRqKfcWPwL4QvwfMGj83+eyrdaxFCiHiNy2Db3RrYGO0xbTqTNQABMMbMwr5JnwI8DswHKoFI9Ov86PaTgVES/BNCCCGEECIjlgFrXYxfBGyqNbkNwOnAJcCUxicN4PW5ujy8LubPvyJx8C/WWUQbluSr2t7ARJoG/+INAN7PV7VFcdt/ic3Oo6Emh01LO1H+Q+fY4F+j3iTJdIzVVa1X2FJGL9M0+Ed0fr8GJndV61NmyX9gjq4BjgdWJBtTSLUB83kE9YmJuR6N1lskiJ9EHZmj5esbgAfTvR4hhIhn8Cjc1cvb4x67U9OrTMl4ABDAWG8ZYy43xgwzxpQZY/zRr8Oi2982mVx/LIQQQgghRDsWzUp82MUuDzQuW641ueFak/tUrckdB3QC+kfwHB4KubpAOjRbBXxeFSnEBuWcuNqrIr2wmXIdHIzvT0wQbz81rRjbnMWpq/dT09K9qGuAn6UZMxB4o6ta70016ANz9CJgDPCHCKq8cXsExTq6MI2xail7H7KcPoeuofs/Q3h+HsQbDuInnDDzD8DgJRwCLv7e7L0szTyFEKIZhQRj2uPrz+gSYCGE2N1prbOAQ7AXP9XAl1rryjadlBBCCOHc3cCF2EBZKrOBRxI9UWtyy4HybBXo6vLcCsgBzqVp3e9UPGCuAS5trDdookEvFV3mmiAEdk2+qr2rxuQZbCAu28Uc+2OX79YmejIa0Lst5YQ9YXr1X0lRadXonv1W3qP1iseBaclqQH5gji73qfAzYH6aTQMeIjSQHd/Uwxsg+5aV7PXHHqw+FszDwN7xx1JE8BL+VsHPvzd7f+LsJQshRFMRFArVLoNgMdpdCqAEAIUQgm3Fvn8JXAvEXvDUaq2fBn6ntV7fJpMTQgghHNJab9ZaHwO8DQxNMuxb4CStddKuvVFulhMDbMU2+BvhZidFZP8wnsL4ZiM2IOhtDHrFXqkNwAYYq2jZBVyqfY4GeiV+yjDywBmMGDeL/MJt8cProo/pWutfaq0/SnLcf4AqbSAn3dx+s5oeT/Rg9UDgWDDHAoMURnmITPFgXv/e7D0j3UGEECKV9roENo7jH4BSqhNwK7bUXU/se923wP3GmNcyNiGlbgb+Gf12uTGmT6aODa20BFgIIXYnWusc7IXS7TQN/oHtan4VMFlr3Xtnz00IIYRwS2u9DNgXuAD4BFiHDea9j23UcYDWOm1w77bf/6W8R881js9bUFD9ToPJamxe65iCvW02XLJuuB5C+OIzVRoTGX4AQi5Ot5Ik2X9RgxJvNhx+yieMP2ZybPAv1hhgotb63PgnfCrcBzjJ4fwUcM1y0zuy3PR+b7nZ62fLzV4nLjN9Tlhi+t3eGPzTWiut9V5a6+Fa6y4Ojy2EEEBjExDa+6NJF/pklFLDgDnY0hD9gSBQAhwDvKqUutvJcRycZy/gj5k4VjKuMwCVUr9r/LMx5g+JtrdU7PGEEGIn+gdwVJoxfYBXtNb7JVviI4QQQuwqtNYNwP+ij5Y6Z+wB37B61WlpByoV4cRT32qAS8E2/XPIoKBv+nGKMB589nptE7a5IFPN2E37qWmvAOc4POEjU83YVO/j4UQbh+w7n8GjF6Y7thd4Ums9JRqEbXQE7oKixyR7Irpi4Sps1uHgmO2fAvcAr8rnFCFEOgbV7tP/cFAGUCmVDbyBbQA1B7jIGDNTKZUH3IwN2N2glJphjPnvDs7nAWxDq8nAuB08VkItWQKs2f6D+kOS7S0lAUAhxE6lte4AXOFw+BjgMGBSq01ICCGE2HUMHjJsHiuX9+LbaWNSDjzuhIn067+0Y/TbZ7E313LTncBNBSqDhzAGD+adWpMXm7nxN2wXY3+aQ5QDD6UZ812iM+8zbpbTaWYBV9O0jmCzdsRpJByvtS7CrliI70wM9vPJYdjGLtdLEFAIkYrtLt7uf004+QFcBfTDZo6faIxZAWCMqQX+rJTqhu14/yel1NPGmGBLJqKUOh/bNf4lYC6tFABs6RLgZNFitQMPIYRoC2dD+oI8MS5rpXkIIYQQu5qIUnDsCRM5+rgPKCiobjagQ8dyzjjnJUaP/Q6iy6nCxlOJbUaSlsLUOZ9OY1sQ78U5qmFbgG2qGTsdu9w5kGLnTcAJU83YDWlO8jU2y2ObDl3LKeu02fk04aK4793WEE42/kkSB/9iXQv8wuX5ktJae6MN0oQQexB782VHwjd7yiOtxt/n/2sM/sX5GzaQ2B2b7e2aUqoM+Be2AeWNLTmGUy3JAEz2olr0YoUQoo3t1crjhRBCiN3VTAClYL9xU9l3v+ks+b4fFZvKUB5D127r6NV7ZexCspkx+/4G20zjwhTHfx84pIVz+0uOaiivN9mPAEw1Y1/aT037HrgFuxy4MWhVBTwO/HOqGbs83UHXmS6mq1r/G+C1xm1Jav6l0j3u+3exF3ZOOyM3W7attR4FnOpw/19ore/RWrsIrjY5VzZwPnANsD+gtNZrgCewGYYrW3JcIcSuI4IykoWVmlKqANgv+u17icYYY1YopeZjm24dhX1fc+sf2CXGNxlj1qhWXJ3tOgBojPnUzXYhhNjFNbgcnyq7QAghhMiowWphGXZ5a3egDpi0wAyatpNO/0pWVlYkEAh4ALzeCAMGfZ9srAEebfwmbDxhr4pcArwD/JSmy5lmA/cB/1GwFOjRwvn9MUc1PFFvsgMAU83YGcDF+6lp1wO9sfX8lk41Y+vdHHSd6fJ6V7X+amw9Jk8o6PqSqUnEMGS8W30q/Ci2XlQ6lcBTCbZf6eL8ZcAZwDMu9gFAa90J+3c2Nu6p7thlzTdorc/SWie8GM40rXUututmP2zh/SnAF7LEWYgdY2QRphND2J4mOCfFuDnYAOBQtydQSh0O/AjbUfhet/u7JV2AhRDt3dcux3/VKrMQQgghYgxWC/MHq4UPAKuxgbU/AH8Hpg5WC78ZrBa2Sn2gWFrrulGjRjVf95vYo1rrpbEbwsYTCRvPs2HjGY8N8o3AZtKPDBvPQ2HjCRKTaZdes5hPFxJkxU01Y6ummrFzppqx890G/xqtM10eBkYDj2xc06km0OAqCPhJgm2/If1niAbgnJDxViV4boibCbRgPFprP/AWzYN/sfKxjUb2dXt8l3Pxaq1/j/33/xzwF+y//8+AOVrrE1vz/ELs6QwqYjsBt+9HGt1i/rwmxbjG57qlGNOMUioHeBhbPuMaY0zCJlSZJAFAIUR79wHwg8OxYeCRVpyLEEIIwWC1MB/7/nQNievU7gdMGqwWputgv8NGjhy5deTIkemGvQz8JNWAsPGsCRvP7LDxrAgbT2wk735cVKJPcLmWujvJDlhnusy65vcP/PXyWx972Z8VcnNhdn/8hpDx1gLHYrMKEwUlpwFHhoz3gyTHdJvx1pIMudOxS37TyQF+14LjO6K19mCzFzVQmmDIUOBNrfXFrTUHIdoB1fb199r24aATckHMn1PVgmh8zmmZh0a/BQYADxpjprrct0VaUgNwhyilOmOXAPiAmcYYpxfeQgiRcVrriNb6FuBV0leC/Wu0Bo4QQgiRUrRj63BsZ9qlWutExcOT+TMwPs2YbODFwWrhXgvMIKdZeq4ppTjggAPo0aNH+TvvvPMZNuPOG316EnbJ0qta60iyY6QSMP55WSp4K/DX1CNtvkYC3kQbnRqrpvuAE7CBRC/2puBL08yYaq31GOADpRIGoZJ5FZiY6ImQ8dYA1/lU+Dc0Xdb9ach40138zcbWl3Jqtouxja52MfZkrXVPrfWqFpwnnWuBc9OMUcBjWusvtdZLWmEOQuzRbPCrfS8Dbss6Akqp4cD/AeuAX+2s82YsABjtXHJZ9Nu3jTELE4z5LfBr7Aehxm3PA5cbY1qUni+EEDtKa/261voybHZfsk53d2Hv0gghhBBJaa37YT/MXwDkxmz/CPib1jplgfDBamEhcIXD05ViOxQ+0LLZOtezZ88GrfWZ0QYRxcBWrXUtQJ6q2/tvt9edAnTA1rB7q9bkLnB67IDx/21w/wXdV6/q8ZOGhpy4gJ6hc5f1bNrQAWMSxvoWt+wVwVg1/SLs0tJecU/dfXDRF48cdTMXugz+/Q+4PF19upDxVgCPxW47RH0xGrtEWgHzgW8+NwdvO87iOf1frKosumnhzMFsrSrA6wvTrddaho+dQ6+9V8TnsWwAXncx70Zusik9wCggowHAaPaf0y6YfmyWbMa6HgvRXhgU+ReOp+CCdPeamtr67NfUPDO5lWbVcvkXjnP/Wl74JjfdkJg/52GbSiWSF/3q6GacUsqDve70Az8zxmxxsl8mZDID8Fxs95IAtkNUE0qpC4HbYVu/6dj9PMB5GZyLEEK4orV+Ums9CbgK2z2wM/aX+ETgfq31t204PSGEELsBrfV+2PeNREGjo4CjtNa3aK3/meIwJ9J02VE657MTAoCNtNYN2AATeaqud/TcJ8QN+3ueqvsQuLbW5CbtGhJzzLPOu4ifBIM+7/y5Q1i9qgeRsJfiki0MHzmbkpItfL9ob155/kwikSZBwFrg+Za8jrFq+k3Ym3uJFHYdsu5nLhoxVgLXA9/gsrnYIeqLE7DXSPF19+Ycor74w+fm4Bc7qfIjYcIrsU8GA7B0YT+WLuxHn4FLOfasifj9ocan/xT9e3LL7bXhDmVfJjEauyTOqQuQAKAQrhk8qPwcvF2KXO2n8nN2yQYiLXktnvzsdC8kduVXd5IHABs7v691eOpLsKtiPwPejHYbjtWYkKJinmswxgQdHj+pTAYAj4h+/dwYsynB83+IflXYO1JLgTOxd9zOVkrdZ4z5PIPzEUIIV6LLs34TfQghhBCOaa3LsA0U0mWM/T+t9QKt9TtJnu/i8tRux2dEnqrrA3xB8g6+RwNf56m6Q1JlA2qtuwNPAl6/P8SIUbMZMar56tX+A39g//HfMPnLJhke99WbbNeZE2PV9BFAqiAsvUY5W7EdiSg8HlPC9o67C7XW9wMPpQvCHaK+uBJbAD7RRehw4IWRaubd0OMqYrJJ4y1b1JcPXj6W4899B6W4k5Z3kvweSFvwMW58pnVt5fFCCGwFvEhNA+H1yWJaiZmaltxbaH2mBa8lUtOQbhXwArYnsA2Lfp/IsOjXeQ5P3Sf69VBSZw32jnn+ZuBfDo+fVCYDgAOxP5xmHTWVUgcCfaPP/9YY85fo9juxKe4lwMWABACFaAPj1eRc4DSgPxACpgMffm3Gtaiej9g5tNY5wGBsHahVWuvVbTwlIYRoz67AZo87cSuQLABY4/K8bsdnyhMkD/416gj8L0/V7VtrcpNdaKUMbsXad//pTPnqAIzxALwC/Oog9VUPbBmi4diLtDnA41+aA1MtTf0JaYpf5ZWmqvcOdTU55ObX4/E0e1mDgLuBM7TWJ2mttzbfe9uS34fSzWMLxY6Wwy5d2I8vJx58y4eTj04Z2EzjP9i5OzFFaz13B86VzO7y71+I3VoERfUzU9j6zJQW7L3rZQBWPzOFapevxUAdj6d43pitSqlvgAOACdiGV00opXpiGxMBfORqAm0gk12AO0a/JqrDcXT0awMxbyrGmA3YWhkKmwIphNiJxqvJ3vFq8m+B1cCz2Ezdv2CXLy0eryanK8As2oDWuovW+h/Yv7fvgMnYAOCHWuvj23Z2QgjRbl3uYuwhWutkyxw/wl1t8mRdY10bqBbvO1At/ttAtfjJgWrxAwPV4rOCgeZTyVN1o7CZC06MAg5O8bzjMkBFRdX03XvpMuDafvxw4Rim3w0sB/4UPc65wB+BZQeprx48SH2VrK7vOenOZSLJL3DXr+lEbn7a8uWHAYu11idrrRMd7EbSXIsF8FPjYjX4zCmjDnA8OLEncL6E7c4dPFcy03BYRyvqw1aahxB7NNtWqd0/nEQyG7O7z1dKxdeLBVuCQGGXC3/i6GdvjDbGqGQPbFkIgOUx2//l5NjpZDIA2CH6NdFdmIOiXz83xsQ/Pyv6tXcG5yKESGO8muwBHscG/RItV+oHPDdeTb5+Z86rJbTW3bXWw7XWPZJ8yN5jRC8YpwK3AGVxTx8FvKO1liXMQgix8/VP9kRNTT5TphzA++8fy0cfHcnixf0JBPwJA4ALzKClJM8OjGeAB1sw1yYGqsV7DVSLP8OuAPg/7Mqca4AXz92/rtuX74fid3F7gzBVkM/VEuazL3jhtjFMf7iUymeA60hch86L7Wj7/EHqqybPj1XTs7BNTFKqXJ14Jfeyxb0p61jpdLpdgTeA57XW24KRh6gvsnDwM6wnx+l5Gu1QQoXWegu2BmV5mqG3aa1f25FzpZjDVhLUk0/h/taYhxB7OlvHr80DcG36wFkA8GFgCZAPvKWUGgGglMpVSt2KzSgH+E18jT6l1DKllFFKPZ6xv7gdlMklwI23B5u8W0Y7nBwQfT7REt/GeoF5CZ4TQrSey7CdA9O5Z7ya/OnXZtycVp6PK1prL3b+P6Fp4ezpWuv7gCe11uE2mVwriS75fZvm3Qrj/VFrvVhr3aLC6EIIIVokBPhWr+zOt1P3Zen3/QgEslAeQ0MwmxA+TMy9d78/8Ngdd3CtMbyW4Fi3AAeSvp7gH6IBwxYbqBb3xNby65no+YqNxvObyxv49T3kXvKTbZudLnV2Mr4WWw7IEaWowQYUz3Aw/DRsk4inYrYFsU0Lk2UHArB82l50HrCh2fZN6zrSZ4Cz+oAxzsYWj78y+n1HSB/dsxeormS73SGe1vq7aDOb27Cfs2Kv0SYBf09RvzJT/gicxPY6Wck8C3zcynMRYo/UGAAUqRljGpRSp2B/14wAZiqlqrABwcYbTP82xvy3reboRiYzABvfIePvZo4DGtuxJOoX3ZjXXpfBuQghUhivJivs0hMnPGy/s7FL0Fr7sV3/Hqd517wx2Bo2L8febd9DnIPzzni/2tOzIYVoS2Vq8/Aytfn2MrX5/jK1+a9lavORZWqz/De3B8pWAZWtAr2yVWBk9GvCv+dIRE3/4J1jePo/lzBv9nDq6vIIh32Egn68RMgigJftmXTBYFZX4BWluDj+WAvMoIXAkcCyJNMKA79j+zKhHXEPSYJ/jYyBO37WUFaqNr9Vora8roi4aRQBkLAOXpSbJZz1wJe4+FwSwH9nidryzxK15ZYStaXHNDPGYEudpLR+cRfKl3Zosq18XQe8/hbfW7wiZtl32vXDAH5cN3xc5naHRLTWy7TWVwPdsCu5jgD6aq2P2AnBP7TWG4DDgZkphj0K/Ehr7Wa5vBAiymbB0d4fjn5/GGPmAvtgO8d/j73ZsgX7/nW6MeYGJ8fZFWQyA/A77DLe85RSvzPGBKLbfxz9GsC+YcfrF/26JsFzQojWMRh7B8Op88erydd+bcbtKh+y/oHtIp7KqdhOSde1+mx2nitcjB2BDY5ObaW5CNEulanNvbE3H46Ie+oXwIIytfnKClOa6POO2M1kq4AXuBQbbBod89SMbBW4F3i8wWRtiwb974kLKletSJ6grQA/IQyKyPZVqwp4VCk+MYYmTSsWmEEzBquFA7HvZxcB3bHZcpOARxaYQdsaP3mUUdiyEH5gUw713YEfYRtSGGwg5fFak7s+9hwD1eLe0eOnFQ5CDvUn1pGHlzAhd3kE76d47n7gEofHee6D249VwPi0I6OyCHb3Ero5bC97/lqitjzXi6z/ZhM4OeWORjHt+f04+MefryjoUNMboGJjB3fVGZu7CrvEejMwF8wwL+FocNj+UwrjJUAWYbzkUoefAMHUyYqxHt+h2cXRWlcBX2XymC7OvVxrvS9wHPbfcl9s9uZU4EGt9fy2mJcQewqDR+3oL7Q9gOOGl9H+FT+LPpzu06cFc8IYowHdkn3TyWQA8EXsB4hewEdKqWewmTiXYv9lvWGMSZTlNy76vPwSF2LncVVvB5vFm43DO9atSWvdBbjW4fAfa63/pLXeU24wDHI5fiASABQiY6LBv69I3vl0MPBRmdo8ocKUTtppExMZl60CWcALJA6OjcJmH52SrQJnN5isQK6q7wk9Jzg5tp8gDXiIWXqVhQ0M/S5+7AIzKAi8FH0041GmCFvr7hqgHxj8BEMGfHFpiucDf8xTdXcDt9aa3MbA5Um4WBGUTQN15MXkjThKel1Pgs6JjbTWU7TWD0VfRyprgN/iYrlwIy9hogFAL3DhSnoN7cvSF7xEUjYDqWvI5dn7L6g47YrX7uzcfeNZxnBI+fqOfrfnj7EvwOfmYHOo+uzxXOr+7qdpfUWbLRokhJda8iijgvV0TXHIbX8P69herH6PoLWOAO9GH0KIDFLOf4fvydrdDyCTAcD/AT/F1vs7MPpo1ECCJQpKqRJsejdAS/pPCyFaJtVSnERC2CzeXcEl2AwHJ3zYmxB3tN50diq3644c39USQjjyIMmDf42ygf+Vqc19Kkxpw06Yk2gdd5E+M+4U4G7sTakrQSVqRtGMAjxEYrMAwdaIaxYATMWjTB9sZl10WanBTxAvkWSf7/3Az4FOearuR7Um15C+xmDc3E30K/gIEcJHmusnA1xTa3LTfYa4Hnu9kHAZVX199qoXnjnnszWrev7ZT2DzCGa7mTbhZn1C1Oil9P26Pz88YODaRK+ggSw20YFIxDvqlUfOug0YF8bbwecLzjr4uC/IyW3Rf95egJPU21mFcHqqn5yPMPnUkF1aQ7/R31O+oROhoJ91q7pSVxNblk+BzSg8eaPp6KZ7rhCiHYug2l/0q7l2lwKZsQCgMcYopU4kekeU7XcTVwNXGWPmJdjtMuyHEYO0cBcipSJV3QF7MdIV2237oypT2NLGHLOBSpzfRf/wazNuVwkmDXE5fmirzKJtfIddAuZmfBOdVHk3bBHyo7HFa9cDzwEvbjQd2zzDU4hdVZnaPAA43uHwrtgGBf9rvRmJ1pKtAt2wGXlOXJmtAn/02BvgjiUIAHZytb8yucB7xNSF9RLG6+y+z6XYjMK3sIEjx2KbUngw6YKAW4Ara03ua+mOG23adaPW+t/YTMADgezKzcUNn3xw5KBFCwb2NMZzAUCQLKopoNDhvcwa8hqz/+KoS5bT+/AsAtfmU0NW9D5nCB+15BEgK/Z19QL+stF0vKyTKp88/fOx4w46tkUr/RdHv16mmiZLJJieocPwTYR8XuqX5NJZbaCgy1YOOfJT1q7vzpSPx7G1qoBee6+sWL64z7iNpuPilMcTQogYLWgytCdqdz+ETGYAYoypAM5QSnXC1varAeYZY5J9GpmHrelgjDHTMzkXIfYURaq6EFvz7hLiOsYVqerPgRurTGGzQE8y49XkEdhueCUupnGfi7Gtze2dmja9s6O1LgAuxN4YKQMqgNeBZ7XWbjMxHwJOdDj2U631gsZvOqlyBdwM3EnzDMoTgL92UuVnbTQd26TWjxC7gdNdjj8LCQDuri7B+WfkxkzzHVkWCrZDrBsX0qQshNlWQ86h67EBwLeBf+NwGXBDXJNZTzTrMIKHMN6PQOVibzC+CTxTa3JdZaRprb/H1sgjRzWciV2G3WxuG+jsOABYQVmypwoM6g9hfFRR7ORQ53VV638O3ttnfD3qnbyCWjX6QMcfvxo9Fv2asj6xweDpEmHV7KY1JSuXlrFqcm+6jFjHeVc/SyjiIzev4WuttQT/hBCuGFS7y35LoN39DDLZBXgbY8xGY8wUY8ycFME/jDHvG2OeMMY82RrzEGJ3Fw3+fYLNRMhJMOQQ4PMiVZ36LnLUeDV5HwNf4K4ByMvYC4Rdhbt1P+7HZ4zW+jRgJXbZ4AnYmqcnYAN5K7XWjgqvx3iHxM2U4oWB38dtuxn4fyS/SO0GfNBJle/rck5CtBcd0g/ZofFiByhFV6X4jVLMU4pKpVijFM8oxUHK/Sont5nmg3HZfTVB5sV7Ls/ZJENRYfC4u445Lk/V5SwyA5Zjg3VpRVDUJ/goothWt+6WWpN7UK3JPbHW5D7oNvgXK0c1FAP/Jcm1SiUlbEoe2IsZV0wVRamGjHUxrWzgsI2m43ugrvrqg4Mirz1xGpvLS5zuPwmYcpJ6uwxI2kXZAOFCH9Xrkgcl18/qyoJXh5KT0wAp6isKIUQyBmVsJ+B2/ZAMQCHELuUf2GY6qeQDLxep6r5VpjDpEs4sFdh3GNmTcmgodFHy9XHgml2o+y/Y7MU7IS4NIbEA8ETrTicxrfWJ2A/lyW60lACvaK1P1lq/4/CY4WjQ8B1g/yTDgsDFWutPGzd0UuVdsT+zdPKAe5zMRYh2aEsrjxctpBQnY7Mt82M2FwMXRB9PKMWPjSHo8JAtyTT/Lw47tRsS1aTjfpfndHMjLxEFFGKbe/0UGwhLWt/SANUUYlLnDpTv4JxiXRydXxKKZfQhQBZdWN8s+BlBUUEZ6+lCmk88Tj5LxCoC2Gg6PtpJlX+7elnPm/53/wXnHnP6+1kD9vk+6U6bK0qq33rl5MfWru6ujuTj/KQDgZDy0VCd6J5vU5sWdWTDvM50Gb7B1b9XrbUH29W6M7Ym9DSgI3Ae9t9ALfAZ8H60CYcQYo/V7uJfTRjJABRC7CqKVHUZdhmSE12xBcQT8qvQkfnUfJVDQyE4/lV/zddm3I++NuN2qSL2WutNwL8cDv+31npDK04nIa21H5vll+53rAd4SGvt+GZM9PUfiq3jF1s6YQtwL7CP1vr5uN2uwPnytIPmzlQ7upRNiD2R20zot1plFqIJpTgUe7MlVVDlUtwF2Ga5nMZsbHdoR0XhbPCvyTvxX4zBbU3fHb1qixBddrzIDFgJHIx9Dc2E8bCFYhoSLkTYZkqlKV69g3OKdVr6IYo19GAWI9hE6QvAw1vJn7GWrixiYLRzbsofU9BLeK3LeW3c9gfT8duNpuMlxnhKJr19RJ+qzYU319bmrowdXF1VwBeTDuKJhy4rXLu6+1PAq0vouxXiWv9GGSDkc56fsWZqD7BB7rS01l6t9Q3AQmzQ7x1soK8SWA78DbgRuA3bdXeR1vr4uGMMjd64PF5r3c3xRIUQuxyDUrtABl5bP9pdBLTVMgCVUt2A4djuYulvYwGyFFiIJk7F4X87URdgs+Oa8KtQB+DlEird3uXeDxvEalNaa4XNTBgPZGGXWf0RG/S8NMWuTwO3tvb8kjiV9J1CG/UETgZedXpwrXUDto7QY1rrHGwGQ3WKO/VHOz02wNefqexhI9vdDTEhUqowpTPL1OYvsIGSdCqBZ1t3RiLqbzi7wXGlUtztMND2FLZ7vJP3zQbgiTqTY3JV/dnYZZ4Dkw0O44k2zQBsxvYfgD87OE+8BcRkARoUEZSbZcBv15rtbWwXmQHLgIMGqsX7AecDXUJ4S2rIP8HW/Ut7jZTp7PH063ujwvjwEzq0FysPf48JDcAPOEtyeFnBfOB2h6faDHwcv3Gj6VgHLM9T130PpmdZhwry8msJNGRRvrEjkUiTbM9TltH3gX4sfQ1bJ7QJgyIcdH55tmVFCaEGb59046I3Gp/HNieKl5Vkt72Bt7TW52BLi9xK02Y3Ya3168DtWmu3QXMhRBszeNpd8Eu0QgBQKXUe9g1iH5e7GkACgEJs1zVD4y8HSlwWBwcbvG9TWusjgb8D8XXpKrAXG2cB1wJHNT6xdkXX+rnThm3+fvYAL6gDH7x9/efrTJedHc06xuX4Y3ERAIylta7HLuFKJeVyo3h1Ne3vbpgQDl2DzfJK1THAAD+uMKU1O2dKux6/CmVhs9Kvwd5M8mGDMv8BHg0a36ZMnEcpRuOu++41wE/SDWowWeXZKnAXzm4i3d1gssoB6kzO2lxVPx74LbbJ3bZ/JwY2hPEuD+HbAqoe++/oP8bQ0iz1R2kSdFOE8eJJnFiWyL2JNi4yA6YCUwFK1BYF3IXNCkvlaTLf8MZVd+Jc6roCn0/gvfHvMeE24K9pdlkD/AKbiXcbzm64PrrOdKlN9ESeqlPAnaBUxaYOVGxKWQL03CX0vaIfSxMGAN0KN3idLG3/A4mDf+l4sDczEgUJvdFjTtBan6K1/qgFxxdCtBGFMQb3RXL3JO0x3SGjAUCl1D3YrmLQ3heUC7Hj3F48JmuHdzEkrDeUTqXbHTJJa30GtvtfoomXARp46T93Xn4D8KY/O9gvUJ9FMJCVg21ocX708WZXtf6CdaaL2467O6Kglce7tc7N4A6dkzdvEqI9qzClc8vU5kOxv5sGJRiyCRv8a1FAf0/gV6HO2OXS8c0VBmJrkf6fX4VODhrf1xk43XiX4x01zIr6DdAFG8hL5gngV7Eb6kxOBXBzrqr/DbZWaxGwUcGUoPG7vhOXwuPAz4HejRtsADCCl7S/wu8HPkg3qNIUmxK15eaf3BL40ROP+Iuqq5p9tK8B7gZ+V2mKM30d9QZwpLOhhq72ba4TtqPxidgawHeQOLA3Aziz0hSvhGK6qvWXA8+Q+trla+znjmQOAoY5my8so+8B/Vh6W3SO2yiXl6PKE8GXE0q59FxrXYiDwHcKyTIEG+UBr2qtB2ut1+zAeYQQO1EEhfvfOpmXyaBRW7+W3UHGAoBKqVNo+uYyBfvhYhV2eYQQwh23d1I/6qAq9sZecPiBpcCXUNQLbMe8rqx3c7zXXZ4/Y7TWPbAZBSmjllur8s+KGM+xoYC/KNCQdKXWycBLXdX6E9eZLpm8+AIgRzUo7JLAo7CZdusuu6pLbddurn7Wrga3wHPYn4MTgWNPjtRhm5QIIeJUmNJZZWrzUGym79nYQvrVwETghQpTmi4jd4/lV6FsEgf/YnUA3vWr0P5B41u0g6d0W9rC8fgGkxXOVoErgNewN7ePjXn6A+A+4I0Gk5XweqPO5NQAn7icn2MRo6o9yhwfnUt3u1URxI8hhJdwoouqGmxm3J9rTa6j66RKU2zWrFlTfdk1waI3X/Ztvv3W7Cew12vzgecqTXFrNbt5Ars0Om0Ge1fWkUdd47fHT+C9fs+Zc/9VorY8iS0VchiQi70meQr4NDZguc50+V9XtX4rtr5wv7jDB7GfR25Ilv13gnpXFTPqnC3u3jbHvmVOvPok9fZqbGCxH4AHg4cwEYc3bTsOLsebFUmYzRnjDFI2VMmIQuBq4PetfB4hRMbYOnhtnbXVlkE70w6T1jKZAXh19GsYuMwY80wGjy3ELklrnYUN/HTHdk37XGu9KhPHrjKFc4tU9WfYhg8pKSJhL+EjaP7B63s/ARXEz1YKqCU39kNyKstxX/A+k67CflhP6dvPxhAK+IscHO844BRauMw2mRzVcBDwAHElDx5/+EeRQUMWctxJ75GX5+jn/Vwm55XAy9g6WU7qEj7bsZPrJcxCtCsVpjSCDfhNbOu57GLOJXXwr1Ex8GtS13F1Ynlrjo8G994A3shWgXzsvLc0mKxdYnl3xKh5HmXGADdjmz11iAYBQ0F83/oIdVW2PIgyqPVhvPcYPA8bkz5FMF5eHpx7caj25l92vjnTryORepNdmaMarsQuP016gZZDHSOa92w5Afh3pSmuwC5hvivd+daZLm92Vevfxgb2D8ZmDq4Enl9nuiS9SXeCevcw4L6OlA9zGQD0AbxlTnzqJPX2M9jPkvsAykOkUwTvL50cpNPQDW87qL8XH9RspqEii/r1ORBRZHdsIKdLi+5j/AgJAAqx24igULtABqDYuTIZAByLDeA+LcE/saeLdnm9DZsV0DnmqbDW+g3gl1rrxRk41Y3AF6S4A66I4CVsVOJAYf9c6vEQoYFsltKXwSxIuTzIQIOCS7424zKeLedC2o52gQY/i2YlrbOeyLUkCQBqrYuxF6LHYH/WG7DFst/UWicsqJSjGo7CdtBLsDRGeRbOH0z5xo5c9KOnyU0dBJystZ7m4nW4ttF0bOikys/CZoqkWm48A7gJmNua8xFC7LGucTH2XL8K3Rw0voodON872GXXKQuuNcrKanha6zvOwzbPUNhGGi9prdMG9KJBv10i8BcrYtQ64JceZX4L9DXQEfh/oA4AhZcQHvue3zOC528hfL/yKO+xEeOZCqAUPuAk4DKgD3bp7GTgQWOY1wYvaZt6k/1cjmoIZNHwfIDsZtcspVQwlmmJbmw2q9FZqirLsP9Otmw2JQnrLq4zXVwF9k9Q707ABoj9OWlL8TbzfeMf3jInRrDvzx8AHK4+Vdi/xytSHaDrqLUzOw/beHqi5yaoiR7AvGeOMyTpOAxQsyKP9ZO6ULO0aYJgbo9aOh+ynqJB1Q5fDgC9op2G2/LzoxDCIRNdAtzOOWkYtUfJZACw8c1WCsCKPVo0+Pca9g5zPC9wOnC41voorfV3O3KuKlM4o0hVHw28gq1rF8eEvYTDKk19lmwCdO+1mtpAPgvXD6IvS8lN8GE1iK/GT+j4r824z3dk3rG01nthM4TPwtbnqQLeBe5Pcdc6wWttqnxdR0JBJ40ftzkkyfwuxxZSjw+yngss1VqfrbWeHvtEjmrIw2btpfy5byrvyIcTj+bk099MNmQdcKGDue+wjabj5E6q/BDsa43/WQSw9Y9u3mg6blmzRkr4CCHc8auQwjb8cCobm/H0aUvPaQz1SvFvUtdmAyAnp27TLbf8425sYCXW3Vrr/wf8OUUn9V1exKiAUiwFHldEDsihvllHYC8RvARKIqivs5TvwCBZm7EBrMFxh9sP+KlSPAJcv3r1TnkJAByhJuVhs/Y7AzXj4ZOObPxkLd2O2UgnQvjIoZ6erKI0eaniTQClqlIBpwE/BY5ofLJUVU7DLuF+erMpcdw1JdYJ6t0ibOMTP0AHNuEnQDBtubxt/pPsiUnmMHO4+vQqYBmYn4NqEtD05QTrC7psvXfwqQt+obXe9pc8QU3shQ3CXwL0BBomqIlf9D6m21fdD1zb7Dxb5haz4pXeEGkeAKhbncfy5/rS7dg1dBxf7vQ1hcF9dqkQom1IABBoh2UDMxkAXI99s3HSiUqI3dnvSRz8i1UKvK61HqC13qEamFWmcHKRqu6HDaCdD3QDs7WsY8W8HH99541rOye8+9tMAK64+lHWrO7OZ58cyoolvSllM17ChPGyheKtWynYr97kLNiR+cbSWv8IeIjoB+SoEmxA8Gqt9Z3Ar2I/wEbVkKbuTzjo+tdXTle13hO9w984vyuwnRST6Qt8orU+OC5YeR7NLyITmj9niDnymI9UfkGz0kHvAtdprZc5mn0GbDQdZwCHdlLl+2CXGxVgg5CvbTQdHX/CF0KIBBTuP1e6uouTxJ+xgcQzkw3Iymqovfzy/3Tw+RImJhVjO6TupbX+cYL3o93JOYrIuETBv1gejNdHaGIQfx2oVDfcfgxkRyLgaeUciSPUpFzgdmwJkGKwV2URPOFNlM3pyjp6kj4SaSD8JQctUcqclIf/Wj/BExJc3o4F/gucXaoqz9xsSlqy3vUiYmrlejD0YiVL2LvJbPruvZR+A5aQnVNPXW0ui+YPYvXKHjNBvZfq4JPMYRHgT4erT/+JreE3GBtcmxmq97/52rLTAja2aU1QE0/B3piMLZ+SDRy14oO9juo4vLwuqyi47bmG8mxWvtorYfAv1tr3u5PTtY6Cvo6SX79J99+P1roEW5KlG/az3idaa1l1IEQbMHhoh/GveO3upkUmA4BTsAHAIRk8phC7FK11HnCdw+G9sEG7HV4SX2UK64GntdbPYJfp3AJc/eQ9lzg+xqb1nShf35EePddw3kXP8dbrJzNr5sjGp9cCJweNL5PBv7NIcYc76lbsB8A/xW3/GBtkSyq/yHVT39Vxwb8ybLfAdAqxmQKxWXPnOD1pJOJVzz11/m+vuPaxGmxgeDN2afH3aXZtNRtNx9nA7LY6vxBizxM0vohfhZZhl5E6tXRHz2sMIaU4F1u+4AZiuuICgZKSzZ9eeunjx5SUpO1VcQXwPvCC1tqDzUI7E7tstApbF/c1rXVgR+fciq71E0wZ/GvkwZT4CJWE0sdgL/nyy6yNhxzSei87mvU3ETjYAEH81JND2F6meMGMrKaIjmykiOqE+SoGWEI/5jG0ppb89wBqyQcMWQRIEhQ9AVvHN1Wn52TOjt/Qi5XUksc6utGj1ypOOPUdSjtsbjJmv/HTCIW8Pp8vPAT0nHQnmWQOq8U2IUlqgpo4HniRpKsSFMve65s78JztPXfKv+mACTuL6pZ/3clpAPCBZE9orfOxtYh/RFyNZ631p8DNO7pqRgjhjq3+1+4zANtdADCT9/MewP4LukgplYk7ukLsik7ABnGcch6hS0NrrYD7sUG1YQDVW9w1ddtaZcu/KQUnnvIW3buvnoG92z4gaHzTU+3rcq5e4P85HP5brXXnuG33p9uptNNmOnbd6GZaT8V9fxkOGo1EHay1HhHzfSc3J964obPRWt+ltf5d9Kur4F+WChZkqeBVWSr4dJYKvpSlgndnqaCTQvtCCLEz/dfF2M+CxvdDJk5qDGFj+H/YZgeHYbPlTwF63Hjj3TUOgn+NbtBaj8F2uH0HGxQ8Dfte/jywTGt9XCbmnGlK4QFzgC95ubdm/A4X7Tz+eH6q2rGZ8Heiwb8a8qmhoDH4F6UIksVaerCeLs3CeAaYyn5MYz9qyY9rDKYIkE01hYQTX/ZcWqoq0zbJSKDZ5wAFDGIh43t/ybmXPNcs+NfI5wsPwzaNG9aC8ybyJ9KUJKmY34Elb/XDGCImApWznH+UrV5cSKgmbVfiqdj/RpqJBv8+xN5AT/S56zDsz+NAx5MSQuywSDQE2M4fUgOwpYwxnyil7gV+AjyulLrMGCPLgcWeppfL8T0zeO7riCuw7vWFiQTSfijbPt67ffmTx2P40Y//+43W+pGMzXC742mahZFKFnA5cGfMti+AJ0kRQFUKhu8/p3LSG0eUODhHPfBg3DZXF3FffXbg27mqvgZb7qDA4wkzdPh8Bg1ZSG5eLQ0N2fywuD9zZg4nEMiO391VFe1YWSp4FfbiKL7b8Q1ZKvgZcH7A+KVonxBiV/AwtiNtiYOxf8v0yY0hDHzW+L3WOgc42cUhDsLWJExWgqIb8LbW+iStdcolnDuT1tp73XUdOzz6yJVe5eKTt2fbJVDqDJApU7KavallyhFqUin2MwC15KWtoVdJKT5CdLRl/gBYxECWpml0a/BQQz6FzTMIFTbQ+2uXU0/4vq6UYf/TvyHJcvNYJdgbuge4PG8TE9TEQcCRTsZumN6FmrV57w86Z+HySIP3audnUQQ2Z1X48uvKkgyYApycIjv2r8C4NCfJB17RWvfVWifsnKa19mE/X+6Lrbm9KLpPsxorQoj0jGT/QTtcA52xiKdSqjc24+dZ7J3XWUqpnyqlxiql+iileqd7ZGouQrQit3Vidqj+X6NoRt3P47d37+087uP1hujcvVnjuwujx860g1yOb3LXN1pD5sfYQGAyPwzYZ9EBwL1pjh0CLlxnuiyP2+4qfdIYegKDgEMVDMzKCjJ85GwGDF5Mz96r2XvAEo494X2u/9m9DBnerJyNo46C8bJU8EZsDcX44F+jQ4EvslSwS0uOL4QQmRQ0vnXYjLl0NRp+GTS+t1t/RpRiAwVupKw/Gz3e41rrVguKOaW1Hqq1fgCo7NSpfP1tv7qTi696ghH7zsTrbVFvi4Tq6jytdpVY1HPLTUBOGA8Bhw00yulYG8J7D/BQCO8fZzIyYVffeBG8BBMveW5JJl7CAHDpoM1klzheLr2/1tpN45xEXK0GqFlTOGThv4Y0+zyZztoPup8C/AyYg/0svBWYhG2YdojWOuGSjGjNP6dLrLuQpMSK1vpSbMmAN7BNf36LXdmxWmv9++iyfSGECwYlj3YYBM1kDcBlbI+gGmAg8C8X+5sMz0eI1pAqIJVIprrpHkaCukr7jJ3N8u+bbU5owPBF5OQ2i0fmY+9Cb2q2w45x3AYvqsmFVPSD3KPAwSn2yfH6ImBrPs0DfkHzn9EXwK/XmS6f0Zyr9cO1tXlNvm+oz+GlZ8/mvEv/R89e2wuTZ2cHOPXMNzBGsWDuUIAP6032QjfnAshSwb1wtoy6L3AH0QwKIYRoS0Hj+9SvQgdgL9DPpGmjjy+AvwaN762dNB3XxWId6oJtzPC/Vjp+Wlrri7BLrpt8du7SbQPHnvw+I/adxcvPnEldXV7iA+A87aFTp3AE94HUtLTWZ5Xu3efXVauKo8E/pxdiKu97BsyaYUY+phQnYP+tORIgi6zM9Ct8BPgNcT//0kGJl/2mcBp2+WxLuW6887I5Y+uZ6pU5wHCH+1TUrsifprX+ErjL5flOBpL/I2zuAuCJ2A1a619gswgTKcEGBPtprS/bzZv4CLFTGZT899IOZfpuidrBhxC7NK31bNwFAZMWRHapb6KNfQYupffe8YltzeXk1bH/Yd8ke7ol3e/SWeFyfPyL+AVwcZp9egBvXvP7B3zrTJcHgP7YzrZXYYNh+6wzXQ5JEvwDWzDbkUhEsXj+wGbbw2EfH717dMJ9jjtxIn5/oBL4qdPzxLka5xdc52epYIcWnkcIITIqaHzzgsZ3PrYMxjHYZXuDgsZ3yE4M/qG1rga+bKXDn9RKx01La30kNkiSNPjTtcc6TjvvVZRKXt88hA/78dsuBVZEUETYXh3JOvnkuowvsdRa7ws86/GHvQBh9/HFfaJfXdXviyS+9HHdhfYdc/wa4P/it3tzXWdeuqkrncgSl+N/6KrWq2oK3nSxz2MvmzNauqIlVZfptOOjNTmTBf9iXUIG624L0X7saPhm935IBuCOeSL9ECH2CD/H1ghKt/zn31rrTHXVTXi7Wik4/px3mPjSBJYtThgjJL9wKydf8AbFpVWJnv5Oa+2otZtLz2Hr1jltCLTt94fWOgtbQ8qJgdhC7y+vM13C2O7BHzvc96XoHLumG7hw3iCqqxOvwl23thtrV3elW491Tbbn5tZz3sXP3fXIYz9u6b8BN3WrcrDBzxdaeC4hhMi4oPFtwBb/b0v3474shRPFrXBMp/6Ag5v4PXqvoe+AJSxZ1L/ZcwZCQXw+FW2AGHsJpDCYaG1ARSTy+stZee++1YH+/UMdPvk4NAF4P2h8O9o58f8Af3Fvxw1a4jVOeQfT+QwKc3oHVXEOtsbvc8BTm0xZ2om9Y47/1wnq3RD2s0QOQLje9aVVpdsd4nwJLAYGpBtogBX0XgrMm8PwwfswmwLSfgRchfOmbom4/YwZP97NTdQbtdZPShagEM4YWq+8g9h1ZSwD0Bjzox19ZGouQrQmrfUU7J3/VB8O78d5EMuJKcme8HrDDB8xi31GzKRjx43k5tWSl19Dt15rOPLkj7j4J0/SqWt50t211hm/iNFar8c28XDia+CrmO8nAPFdgVNp0e8OrXU9ttZMwmLTjSo2lfLBu8emPNaKZXsl3N6j1+qhLZlbVEkrjxdCiPbgecBJ1qHbzPWKFsxlh0U7xzoOaI4cMzPR5iBwAah1iZfgGDwYvDZfzrN+vde7coWXTz7OzgHeBT71q1DHlr0C0FqXYZeHU9SzioKu1XhJ2zQj3rzo16SfjxJJ1CVZwRDsKoKDgH8DyzqoitRv/FHvmOPvxa5IuAV4q3pF4Rw38wFedzm+iffMcREcZMgZYBl9ajZTdgkwOIKXeQxla+qSl0uAo182Z6zfgSk6vSnb6KPGP0TLwSSsCZjEaGBvl+cTot1SmHYfADTtcBWqFEwVogW01h9il+XeDEwD1mDvwD4CjNZaX6+1dv1pNsX5FgKfxG4zBuZPGcxLd53NZy8fwfJZfQmUZ+OvDZEfqYkMGTKPoaPn4s9KuRxlBDBRa52bqbnGuJH0y6WXAGc33q2Ndmw82+V5Eqc+OqC1/hw4HPg2/rlIRLFw3kCe+c9F1NWmLl8TDCZNdCxo6dxwX5exTS5GhRBiVxZ9Lz6b1CtVXsM2sHPjlZbOaQeNdDO4c9cm/TEM8A5waD253VTCDHhHZdEPBt7xq1COm7nE6Et0hYBSsPeE78lWrqqR1GAz9TCGGbgIAmYR26DDvtYESoA3O6iKAwHGqulqrJq+z1g1/eixavq4sWp6k9f9jjm+4h1z/D/fMcef3Pfkpftis+acmA4krc/iwn+Af6YasI6uW7dQ0iTaFySLWYxgAYOopJggPkJ4wwYmA1cC+7xsznBdwziW1no+tlmIExFsJ/FGBYDbz6dubiAL0a5FdnKzjV310d5I0w0hWkhrvRnb6OZfO+mUv8IuPc4C+PbDMcz5ap+EAxvqcjzT3t+fmi0F7HfcN6jUv9sOAH6CXcKSMVrrGq31McCvsfXsOsU8XQM8Dfy2sXOc1vogbF0+t/Vidmj5j9b6G631WGB/4FigYMpX+x//7Tdj9qna4iw5sqCwOtlTrhqNxPJ6Q2+Gwz6nF3o1wActPZcQQuzJohnfl2mt/4LtMD8Ce9d/AfCo1npWdNwXpG4+1Wg5zrIKW4OrYnl5+bUbscEcA8zaavKXe1XEQ5IsfReXQ/sBlwEPuplPVJOoW8leWxhx/iy+ee4AGiKOYor/mmFGxq7CuBX7HpjyusZPAB9hYgN/KV5rFpi7x6rpj2BvaMZm9G8aq6Y/Cvx1mhnTpOuH1jqotb4YmEjqhmhVwOVOl6tqrRXQY+l3fXvP/nifY+u35g6MTn8u9P5vb1b8HHtD+hZgTMyuNWE8z62ny5mJjmvwsImObGJbQqcX+MM60+VdJ/Ny6CbsDeF0N0Vv11rHZuLWYYOCbhJWWqvxjxB7nMYAWPsLgW3XHusFKGPa48sWorlgMLgv9m7sGL/f3ywjbFegtT4ReH71D93zP3za0eoUjjz/Q3oNTHszeinQX2u9ozV9EtJaZ2M7GXfEfuj9XGu9Jeb5McBnuOsU1+hhrfXVGZloVK6qPxNbIzAtrzfE9T+7l9y8hNkLE7TWE92cO/oh/+bqqoJf33/P9WXhsKP7NA8EjP86N+dJZc2aNauwS5pWd+/evWemjiugUG31YUsIjMdeHC4H/ldtCnZkiZVoBbvDe4LILK31AGxJilTLW+uAo7XWX6UY02q01vvhLmtsktb6iNgNXhUZDsxuPtR1PsSsoHF8o2obrXUhtt5ek+yu+qosvnryYKo2pbz59iRw+QwzsskqC6U4E3tjMaxinW0AAQAASURBVEkE0bxdwNZf+glepmwt5zQMndiYrkbeQuCIaWbM2vgntNaHY7s090mw3xzgIq11s/XZndXGnsDp2JumVV16rvv0zCtePtwYrlHKNjyJRBSr5/dg0eRBbFrVESCMXYFy4zwzJDBBTRwC9AIagO9mMOo43NUIfmmd6eJ2NUZKWutx2KzZRDd5I9hOvn+KD4hqrT8AEndba2410Edr7boTi1PyviD2JA+oa/qAWtrOA4Dl15oHOqUfuedolQxApVQJ9g7rcdg7ZmWAzxjjixt3JHb5Qbkx5v3WmIsQexKt9dta64HTJu73CbYBRjMeT5geA1ZR1KEaE1GsW9bFSQCwL7aA9A4t9Ugw347AOGxgbw3wfJKl0ffRsuAfuOy0rLUuxWZ4FAAbsMHIQNywN7BB0bTLi4ePnJMs+LcAl1l50eDfP4GbCou2cvxJ7/LW62l7gczFZofuMbTWnbB1fCLAIq11ZdvOKDMK1dbzSsoq7tpn9JyuXbqtR3kiVFaUMmfG8L8Xqm6Pg7qx2hRkvNumEO2V1tqP7RKbA6zWWictiBsdv1hrfSDwOHBggiHzgCu01pMzPVcXpmGDd4mXADT3aIJtSQOcLi8ER/hVqChofAm7jCWjta7WWj8LXBG7PacowOHXfsLy7/Zi6dR+VG1oEgj8ErgXeH6GGdkse8EYXlaKqdgVBxdhb2LVYpefPgDqvWpTaDqoiv2czLGESicNMgYBr4xV0w+cZsbEB64maa37Yztgn4RtGrMJeBkblG0yvrPa2Dn6+s4gmuWZV1DD4SfZ6i+xKzk8HkOvYavoNWwV3703msVTBnqBa4CuQ9X8s+aZ4+YD8xvHd1XrXXVKxmVnZSe01pO11v2wNf0uwAYCa7A1Ah/SWq9Msuv9OA8APtSawT8h9jQG1R5L4DXRHn8AGc8AVEqdCzwEFDZuin41xhhv3NibsZ2l6oBuxhhXHyCEyKTd5a5eX7WsENuAROUW1DJwzEL67bOEvKIajFF4PAZvXHO+SMRuT2N/rfXUTMxRa70X8CfsB73YJTDLgLuBexqzDaPZf9NaeKpntNYXOZxTt+iczqdp1sE6bBDxzthAYK6qH4mtu1ia7JjdeqzhvEv+R1ZWs1XIlcChWusEGRYp53giccvK5s0dwgfvHUvN1oQrZ14DrgwYv9t6gSm1VQag1np/4JfAqWxf5taALeJ/Z7SW0G6pLKviukOP/fS+kWNmJlySv2JpL9599YSvtlYXHlVtClwVwxKtY3d5TxDNaa07YJcd/hjoEt1ssL9f/6m1nuTgGGOwjSo6Yt9z3wY+dbpkszVprc/B/l5MZyEwUmvdELvRqyKjgO+aD7fNP1zq+v/ZO+/4qKr0Dz9nSiophN5Cb6KAgGIXxF6wrBV772XVVXdd9WWL68+17dpde+8FrNi7ItJEeq+hBZKQOuX8/jiTMEmm3DuZNHKfzyeCc88998yQufec97zv9+vTHtsZzCIyCPPsz4p0XGuoKEmjqiy1YPn0fuPem3l8UjYoO6jC6Zjy5agogvRiDW4sF0WMn6FHf5XomDqrzV0wJbI1ds1KBfnDhW/Rucem6CeG+P61/Vm3sOZRfc58PfSF8ONd1cYbgHtsDOnnAt1lHxvtGw0xRiBvYAKjsZgDHCAijVoC7DwXHHYlHlZX9Faolc09jmam8Ar9cIfmHkRTktQAoFLqHEy6e/XyZgNQgslUihQAbI8pAXAD52itX0raYBwcbNJaHup91co+wIpeg1Zz4B++iWfyYatrEVnZ0E7EOBR+QWwh5teAM0UkICI3A3clcKk3MSU0lfEahnadf4wzps+A40JaUQCkq4rBmIy8o6i1Q6TLhuy2sOCo4z/sm5LiqxvO+Rq4QkTmY5NQuXC92u5AwMXiRYNYsyofv89DVnYJg4Ys+vrRx64YZ/caVmiOAKCInA68QPTM9FJgoojYdRRsdnI92/sfcfzHS4busTDmLuPmjR15+6U//GtDcbddKqOztdJangkOtRGRvhgn0VgZ3DeISEzThJbMYLU446Azvnq+x6D1EXXdQqzElCovq3vArYJujAlXfu0jtgOA5UCOT3sS0uIVkYMxGffZUZqsAY5I5uZPB1X4DnBCrDaZ7KCzPQnfF2bo0eckOqbOanO9MfUZvJyjT7cmw7e9IIdpjx9BaJry83w9tFbwrqvaeCBGZsUqDxXoLldX/08ooH4K5velClMm/1ljycbUJSQj8xhGczISXwKnxsvwTQbOc8FhV+IhdVVvZZ4VbZltV+qH8pp7EE1J0lyAlVLdMTdnhSn1O1xr3QOTzRERrfU2dj6QDknWWBwcdnFKOvfayMGnfpXM4N+MJAX/UoCpxHdhO42d94bMWA0jUIgJkp1qMfg3FlO2FW9MhwL/F/5CuU5bVK7TjsHsyl+McX2eBKrbrN/37J+S4usHXA/ciXk/e4jIuASDf7lECP4BuN1Bhu62kMOPmsbREz/kwHHf0qXrpoND57R6Qpk2sYJ/YH5P3g1ll7Yq9hg19//iBf8AOnXZwp5jZ16dpXbEEo53cHCIQihQ8CHx5RvuFZETm2BISWewWjwSWPTNK+P+8OUL41m/pLakWlWFtzLgd90D7BUp+AcQ0K4AEc07onjiRueVRIN/ACLyNbA75tkbHrxZhZG2GNkImd8vxmvgte8tNiB+k8h0Vpv7YrLea7HbKOvTiNyuReR1L6z+37G7qQVd6jT5DjMPsspjACKSLiIPYVyNHwX+DNyBMThZLCITbfSZMCJSKSLnA0Mwm7JfYtaPT2H0dCc0RfDPwWFXw/Ydf9ekSTYyWhLJ1AC8CqOxUg5M0FpbTdWfjgn+2RYRdnBoi6zQfbZefemUUrc7aDdwFosHk9TPSVjQzQtxrYjcg9Hhs8PXYkSh4yJGLP0rINVi3xeLyB3vTj6xCNgfM9nUg01pyVN1dYdCQdP7rQ48DrFE52Odsz1J129ObsTa8ygLuBK4qXGHk1wGDF52tNW2w0b83m7GD2MOhnaOq7NDm0QpOgH7deiwJW/06F/Tx4z5ZZHX619mcZPqZMx92wp/FZF3W0JJr1UGq8X9MNnqHQAKlnejYHk30jLLSc8uJ+h3UbI1KzUYdPcDtorE7O4B4DhMAKUG4whp6SMJAv+1/SbqENJ+u0VE/oKR3AgC2xvx3yWuxq8tGxRDQ3ZjTyGCBlVep8IITaOT3bmIwvU1VWw5mAorAAp0F91VbbwZ897jvblnC3SX30PB9A+A8VHa9cdsyp0jInGDqslARBZhXI4dHBySQLCNOwCHcAKADeBwjL7KyzaCfwBLQ3/2SeJYHBySjojkYPSA+mJKIH4CPm+qEoiwcQzv0M121lwsXsTCjrhFzrPRtjOmtPZtTBDN6v1Ii0iK1DfuqIUYQ43niOoIGJH0Nb/1vIedwb9wZo1Uc26frUe8H+G8ZFDSROe0KEJZjLHK2OpygYjc0tTfu0QREdWzjys9fktDZrsyhuyxcBR0cQKADm2K7OyiAQMHLn3y8MM3H9C79yp3584b8YTp2d5xh3ylFHeLSKy6yIttXHIUsCcQtYxPRLqE+jwNoyW4A2Pu9IhEcHBtAv5GKPgXTkVpOhWltW4zJwETMMHCiAS0q9ytgkcCT1PrHqwIQrxSYA1c6tOepH0GoXt6UvVsI7FV5/k6qMITMFlkEcu+qrCdhJ2ojjHEr05IhG11XyjQXd7vqjaehzGF8UY57zWMiQqYbL9owb9qFPCUiHwt0U08HBwcWigJbHY47AIkMwBYvZP2nc3zikJ/RhQBdnBobkJlrXdiHNYyAcpL0yjemk0w4F535UUP//nhJ698IWYnyWVskvopwWQATE5iMGV3m+17i8h7IvI6xhXOCicB74vIcXFKgMcDQ22Oh7JtmRdGObQnMHWkmnPpbD3iCbv9WmATMBcYbrH9HOxnT7ZE+hB9MRKJDpgskUZfKCaJFLfb3tcrO7sk7gmh7IyTgBMxn8l2TPn9ayJSbn+YDg7Nx0UX/e+2iy4qluzskqjSNEoxDhgnIjeJyL+jNBts89JDiBIAFJE/YKQJwiNrnYBLgEtCGoJ/svP8DG1MjQWOwWRpbQHeFpF58c4drBZ3wmSLWeVyYgQAAQLaVQyc7FbBwcAFmFLWAKhfNXq7gmuA3eqc9gtwh097rAnUtUC26ry5HVThvhhjjGOpnRVXXE76UxqOV9bdcB9vwHAiWg0Xbs4ju731Pb6inY7J383XQyMKGBboLs93VRu/x/xuTAK6hq7/OcZt99MC3UWH5r2XW7x0CuY7cZvlwSZA6LuzH0aupR0mw/ENEVnVmNd1cNiVcQKAbZNkBgCrM5Lsui9VT6wc10OHFoeIeIF3gKMBtqzvwNzvRrBqYW+0dgH0UK7g89+8N/eqoi3tL1mtezVFRkAy9MEuxgQKkpZBFtKC6WHztOosvqsxMgDDLJ53GCCYHepoJKRNE/DHlUZ9dKSaM322HjE7kf6jISJaRB7G+kLi4dZUuhaDQBOd01xU+Xwen9frtxzkzO+36stYx0VkPPAyZvEWzknAPSJyvohMtT9UB4fECZlvHAvkYjKQplpZnP/1r3+Xnj0Dd9i41N0iskhEpkQ4ZveeGLG9iByGyYZyRzoe4nrMMyzWcyi8z1HA/zCZh+FMFpEvgQtFZEWMLvbG3vP/QKsNA9q1iHqa3S68yv8EsO8/7ix5PzVNtx840L/pmGM7721jDC2WrTpvMTCxgyrsg9kwzMQElT7aqjvsGKNW/oBxn43HUzP06IY4FE8Dbq/74sqZfegzyFpsa1tBLtvW1yQzPhSrbYHusgwju3FjV7VRFegukb4DB2EvM/FUGjEAKCL7YTQI626Q3i0i72A26HMxc/UczAbheyKytrHG5OCwK+AEANsmSTMBYWc2Rl3h2XgMDP1py27LwaGJ+COh4N/K+X14/6njWLmgb3XwDwAddFG0pf3eoKfnqzXHNsGYVjbw/C9F5MkkB/+8RBQUj00woH7oqdYd+OTki+9+6Z4zNxVual+vbCUGl4lIRozj7e2OB6BwTVwneBcmK6IxeAZTlhSPL4BnG2kMTc0y7JUyr2Rn5niLR0R0RVnaB1bb7yjOLOzcdfOvMfo7CPiY+sG/ajpgdJmOsTdSB4fEEJH8UDBuGUYT7m8YXdnlIY29qE7iInKQx2Mr+FdNNIO5uTb7qbdpF8o0up/Ywb9qbhKR/HiNQnq0X1M/+FfNeOAHMY710bAsJZBg+3r4tEf7tOeHs88tLzv1tAr2HOVP2PCjpbJV563cqvOe2arzHtqq897YqvN2AMzQo98EriC2PtRroTYN4Qfq/N56qWL74vZsW5drqYP5Xw8jlMT4MtaCloDRBoxyqJPVPkI0RhkzACIyDjPniVQdoTAbX2uAxYSqWjBB0JUi8nqojN/BwSECGuX8oNpcFDSZAcBqd6mDbJ53HGYHNuqCx8GhORARN8bchsKN7fnq7XEEg7HWAyoFeCNfrbFbgmR1PJkicjJGeLkhAZBHkzSkcE4AusVrFI7f557x9D8uegLj5HZheWnG+PId6XaCdrmYMqpo2FPQBkq2tGPLSkteHGeMVHPslK1aQkR8mMzFt2I0ews4PtS21SMiZcDzNk55rLVlPmbl7JisLY5YKf2PaO9PRFwY/aZ4WUAujC7TTSLyuIg8IiIXi4gjteGQVEIBq58wc7m6k2gXxt30R4nu3p3oZsp+IhLJ7MOOPMN3Etmx/QCsZ6O7iKM7GJpLvIIpW4xFV4yraTTsZjM52U8NZIYe/SiwB6Y8tnpOUQm8j9kcPmOGHh1Tjzgem3Qnjclgq5E0yaAMrV38+Mp+FG3Mjnqu1jDroz1Zt7BHJaac+dz5emgyJF3sbhA3ih6xiKRjgqzxjNwiHXdjSuZ/EJFoG2YODm0ajUu3gABcc/+0qjVFMkhmCfBHGMHh45VSA7XWS+KdoJQ6HRiJCQB+mMSxODgkg32AXgC//7Q7wYCVZADSgGuJsCMcWgQcgdHZ6Qf4MC7Yj8fS/wlNgP6GWWTkRGtnkY8wphvJ5jA7jbUmOO2VI7oD3cNfz8wqs3vdWCXH7wLX2RgTv03bg/gGeYD5d84jzGUvWYjIDuBkEdkD829evRD9HXjCilZUK+Qe4AyiCLKHsQp7C/wWgYjMvuMOuQG4N1a7qirv1Myssv/EaHIYO7Pm49EF+L86r90rIv/ElE21uQmPQ3IJZcq9RPzNn54YLb1aG8ShZ9vxiV7f73cPAhaGMsFPxchIuDBZwn3inB7EZApFYn+bQzkgzvGjMBt3VhgnInuIyG8Rjk0HlmD9HtCU2sS7LDP06PkY9/krx6hfPUBghh6d1PvnJt3px85q8xGYYFeX1FAssLI0ja+fGkffMcvpO2YF7fKMXGAwoFi3oAeLfx7EtrV5uAmc85ve4/UkDuk7oBzrWaSfxGsgIh0IleeKiNVN7FNpeHZhP0xg3cmKd3Coj7a47tmVaXMfQDIDgE8Cf8GU3U1RSh2ttY6qZaKUOg2jhaKB9Zi09VbPxIkTOwG3YLJ4emLEdWcCj0yZMuXdZhyag306A/iqPCyfZ1UHGoCz89Wa61brXjW7wqHshynUL2HYG7hKRJ4DLpU6phahBdLH2M+sjcQbwHki0hj6abZcibdtbl+wfkWP7nVf9/stBVnDiWV28A3wG2b3PiZ+v5tp7x3OsiUD6MwmUrG0od+oRguhBWBjlRq3KERkpYgcBXwAREvBXAkcISJ2ysRbDJMny30isiUYVP9yuXSt3/1gUJUqpf+TkuK7Q2IbChzZwGFkAXdhyrtubGBfDm2Y3mq1GnXI8EtGHDh3H4unHCgie4rIrLDX8mjAPPTHH/c5QEQGA7dSf3PMGNlGxo/R24tmkGHHOR7iZyedbLO/P2CeXbVYpAcFB6vF92Oy0eJRQuxswhbPcPVbL4y5xJFANkYq6A3gubl6j+3NMaYZerS/sfrepDt93Vlt7gOc4iL4NKHvRsDnYemPg1j640DSsipwewJU7Egj4DNfHbepUE5qQFJEtovIS8BFFk+J+DsZ2vg+ExNA3Tvs9c8wMgFT42xG2TG9icXRIjJIRBYnqT8Hh10ChXa1wfhXLezcPJVSUeM8Wut37V5bKdUDkwCxFybhowumwq0EWICJHTyitU5qlnXSSoC11sXsdIwaBMxTSr1ImBC/UupKpdRdSqnZmIBfJmaSdoHWutWXs02cOHEYMA8jDD0Ak+GVi8naeGfixImxMjscWh47AMpKMgj4ba1R2hGmhSkinTC6brHcXc8Fng9lVIRzFw0P/m3HZDqcFiq3bAxsZcKtW9Yzor5MwSpbVcRgNJUiEppUnktYacrq5b34bebuFBdlUVGeSuGW9vz09T48898LWDRvKH68bKAbVfFNaefO1iOK7Q7WIToiMh3z8Lsdo+dTzWLgBmBka5+8i8jzLpfujcl6+hvGXfwCl0t3mzxZbhWReIvL6LVg9rghpCXo4GCb3mq1F3jW4w3Y1X09A0CpGm29hJ9HWsM++/x0A3A3kTPjq+e34ZlGZZjN6lEiEkt2YE2MY4m0t6QrYbH9YxitWIIoishmMx3ZTEeKyCZoFnKVwKmL9KCkZ6g3FcPVbzcAK4C/AmMw64r9MRpvq4er345rvtHFJyTZsnsom9Oy9MIm3alik+70gjLZ7nVQVJSkU7qtXU3wL/zUho04IrcRcRz1uK9OYB8AEUnDVGI8R1jwL8ShwHsYM7NYa1G7WoSxODWJfTk47BIEm7/8tkX8WEEpFTPOo5RKJM5zIPBvzP1pGGaeX4pJqNsPEweYH7p20khmBiBa6zeUUrmYXZ10QpM9dgZX/xvWXGHc0y7VWn+azHE0BxMnTkzFRGk7Y345zpoyZcqciRMnZmCMJP4OXDNx4sTZU6ZMeaYZh+pgnZ+AHUrpeLo9kQjPsvsr0NfCOacCTxMqpRCRHOBCG9esIrI2WC5wB9BBRK5ppNK/VzC/55ZY+lv/iBG2BTOGsvs+litcvxSRhbEaiMgsETkYeM5X5dnj/TeOo7IidnKHxsUWOtKdDQAoFaTLoALyehXidgcpK0pn6+oOL1kdpIN1RGQT5l7591BZX1BEdimH+FCQb0roxy7JNMu6GpMl6+Bgl4eBc9Iy7SVBL1vW7ySluBTIVoodI0Yc/8sJJ7yX0ACUAq83YGUTOwejr/YuUGhRO/UtzHw1lslUOM/FOW53syhq+0V6kO6gtl5cSWq3MjKO0LhqrVw20dmfQtUTlaTFLclsqQxXv12NkYWIRhbw9nD125Fz9R6fN9GwLCEiAzHZ1WeyszKiQkReBf4dRXMyEq8HUX8O4K5ZnLoI4iYQaam6Dvi+oWOvi4gUhOZPbwGjIzQJYBan9RyMQzyCcQWPxeWY8f8zyvFkZr04OoAODnWoDoC15RxAK4tipVS9OI/Weo5SqlacRyk1W2ttJ86zGpOk8y0wW2u9NXS9DIy+/n2YTMO3lFLDtNZJqeJLpgkIAFrr/2HSGN/FfKYqwg8Yzb+xWut4E6fWwiUYnYky4JgpU6bMAZgyZUrZlClT/snO9Ph/TJw4MenmAQ7JR4xL7vPtcnaQmm4rBrEBKAj1kQmcZ+PccO3A47FXWhvPGOAqrJdz2EJEfgF+tNK2rCR98dYNkTd1i7bm8tuPcSt2wXzPbrA4tlnAiCmvTbw7XvCvmkrSqCSF7rut47Brp7HP6T8zaP8l9N9nGXscMY+DL/r6nyLydOjf16EREJGyXS34lwQsuzta4PhQeZaDg2V6q9XDCJle+OtnIcWksDCvPzuzWNt17VowPrmji8qFIrLRYvAPEdmOkaixwnzi6599ZLGvuO2VQhXS4YlS2h1ZN/gHoHF5Kkm7GrhftcI13XD1Wx71tUsj4QEeGq5+a9T3KCLtReSPIjJdRNaIyCIReTSk0Vu37TiMoeEl1J67pWHmgTNE5Oh41xysFqdVkNq/ihQCeAjiJogbP14qScWHp+6C9eE5enijlCaLyCrMmu4QjFnXV5jf9zuAfBH5ayTZCjHmQOdZvMxNIhJto/1ju2OOwY4k9uXgsEugUaq5s+9awo8FasV5tNZzALTWZVrrWnEepZTlOI/W+gettWitP68O/oX1+zJwVuilwcC+VvuNR1IzAKvRWv8GnKSUysGk7PfBZCHtwLiSfau1TmYmQ0ug+h/olSlTpqyOcPxuTHCnOzAemNZUA3NoEOJy6yMH7bm4328/xKrgrcUTq3Wv6gnRaOyV7R0S9vd6GnlJ4EYRebKRsgDPxOxCx6rjXf/TJ/v+nRji5D9PGwtKs0f0TMAtwEmRSk6iISL6/snFg6y2B+ix51r2njg94jGl8ADnA4NF5FARaVQ9QAcHABH5VUS+x75JQSS8mEWqU8ruYIdLq/+yYXl3Bo+yXpW/fHltH4zU1AaZp9phLxHpJSJ2SntvAXbHmNtFYwNwggVd3TcwBkBWyhnnYgwYonEKxkgsHtdigifJDKA0Bedh3XhiCDAOI7GSdETkcOB16peYDwIuE5H/YOQUAmJ0nt/DZCdGIx14U0RGi8iCSA0Gq8Ue4G2P139Un+Er6T5wHd40H5Vlqaxd2IvVv+cTCHhqyvZKyF5VSuaeOar4aczn8EaRzk7qxllovvgl9j7nC7EuLJYNnEZkzcpnMJk1dnU5IxFN89PBoc2ia+VmtU0sLohr4jxa66aM84QvRGMZX9oi6RmA4Witi7TWH2qtH9Fa36m1/q/W+u1dLfg3ceLEdpgdMogy2QoFBasf+LEmlA4tCBHZDIwbutf8OemZ8eWKNKwrJWNxe7X9g/Zq+47/TL72y6cfuIAfv9iXkmJLlcSZYTqAjRFUGoRxN046IrIi1PdU6t9PNSZ1ep/lv/d/g5iljIqfP9mXNx8+md9/HkZZScZmYDlmUXQZ0FdEvk1giJYDsVk5xex7jKWExv0wJd4ODk3FuSTHfTpAAzTYHNosNc+PVQt6U1ZiLVZTVJTNokW192BKS61W2CYFWzp8oezjYzBanXWfV1WYTayxIrLEYl8XYjSvY1EOXBRng+7qeNcL4yobbVsK42y2b5QsUhHZBzNniaQvWc21wN1ZakfKhrXdHsbaHCMdox8VjfN6DV191PHXv8tex/5Cj8Hr6dx7M72GrmXfE3/k+Oveo33PQrbQiQK6U0q73qBOwWxIPg+syVHFp1l8m43J7klqvw2jA9xQFgNfJKEfB4ddCo3SzZ191wJ+YkZAlVJx4zyhoGBjxHn2C/v78mR12igZgG2QoewMn8cSMJsH7Bb6cWglhMo+9hy277wL5n434sGqitSIKx4Na3fQbjmoMH04RUlRNtO/HcvMn0Zx1B8+ot/gmN/fgrDJf1SDiwbSB4vlunYRkdXARBHpAxyHETHdhnF6W2naQE+17jGMwHRUtm9pz48f7+f78eP9xqzVPSLttthla/wmhuGj5+J2x1ur1XCJiPxN6jg410VE2mMyN87HpJH7gV8wou7vWDCAcNjFEZFRmAyrMZjn8zKMLuhH1VlGIrJMRPYDnqBhk4wPE/2dU4pcjNFRGbBWa6sbqA67ADVSE8Ggmx8/2I9DTvs85vQ5GFR88MExaF274nz+/GEccEDSpcuiURS/SW1C9/Q7ROROTGCqC6aS5dvQ5qCdvqaKyImYLKdIwchVwBkhOY2IKEUX4AAblz1aKTK1ptTOWJsZq9l/1TRWFPk+4rs7s2TBgOtdbv85uR222Qkwnyki14lIrX+XwWqx6jN8+a37nPBTzfdJa9A+hfKaJaov6GF1US980RVfOgKv5qji1CKdHcvoprFJVkrRscQ20LOCD7g0Uqmyg0NbR+NCkWQb8dZHvPtVk8Z5QiXEXYGjgX+EXv5Rax11fmAXJwCYHMJLHtfHaFd9zLbVqUPzEgrKPZWv1ryD2cm/BOMABLBYw+M7aHcIqGOi9eH3efng9WP4w7lv0j1/Q7Rmr4Rdc7aI/EgSa/5DxAxUJYNQsO/BGE3uBA4mvsPxJUkK/oERsj7FSsOBu9nacO6IeS9R071FZCwmM7JuCdghoZ8fRGSiiFgOUjrsOohIOibQd3qdQ8OBE4G5od+PVaH2y4FDRWQ3jEhwHsbtOxeL2pgYIwdbKMUE4DpMZlT1ZGipUjwKPKa1k1HYBlgJjKj+n9WLevPVm+PZf+J3pKTWl9irrEjh3fdOYMmSwfWObdjQnTVretKr19qoF9PaGH5UVKSSlpbwo2sRxlE2IUKBwAabaojIFBHphTH8OhqTXbYVeBN430JA3q4jqsLcG1pTADDq5CgKsebcCSEiI7Ew71o4bzAfvHUsme1KO6bb04lOB3oBtUzMOvbc3G/Pw2f1AShdlsm2X9qzY0k7CCqUJ0jW0BJ+KdmL0hJLpsKP5ajiD4p0dnPNKX7HbAJbJZo5yhVRXrdKITBJRL5qYD8ODrskimq7BocYNEmcRyk1m7D5VRjT2FmCnBSU1o0T81VKuYD+mAwgS9oNWutW6Ug4ceLESUB11pd3ypQpESdxEydO/CfwF2DxY4895pgHtDy8LperczAY3ITZMYxJVaX57qSkKn76zpVy4WlplibnPXqv5eTz3qz3ulKKU045pSA3N7dGT6igoMD7wQcfdA4EkmL6g1KK008/vSArKys5HTaA8jKt7v4LOZ+8S6a/zqfdpTuBq29l++EnqKRp2VRVwqH7ZHTdvMkV1/jg6r88jMdrfbF58MEHFw4ePDhiyfa2bds87777bmefzxfzCdupU6eqiRMnbna7W4QvQ1fAjSkTLWjmsezSaK35+OOPO6xZsybmc7Jdu3aBE044YVNGRkbULAa/388HH3zQaePGjTENgQYOHFg2bty4bSp21UMt/vWvrKyHHsqKWuI2dKjP9+qrW7d07BjclbIsbD0T2gKfTQmm3XZ5sEPd172pVQwYvpReg1eTklZFVUUKKxf24du5B1JZFT2pq337Qi644CnatYseoyovT2PhwiHsuefshMY8duzY7SNGjGhNQbCIrFnjdu+zTxdbTqbz529Yn5OTlIl+oz8T/D748yWBvN+mbbeUBehyw7M/5m7o3MN6ur4V5syZk/nzzz/nxmpTUZHKE/dfiq8qhYzMUi6/8VFb1/CVdfMHyof6hgztU3bIMe4Kj1fxzRfz2y1Y/F1OwdRuFM2uf/ly0viKcVhdrF97U2XRZdf6msX4Yvv27e7XX3/d0u+qx+PRZ5111oaUlJRav6daa5566qkeQZuPFK/Xqzt27FjVr1+/skGDBpV7vd5kL3Sd54KDZbp3796zuccQi3+pW3ors7HXltlyi74r6hpeKVUrzqO1jhjnUUrVxHm01vV3PeOglPoMI4eQzk5JiY+Am0P+Gkkj6RmASqlxmAyECVhInw9DN8Z4WjBJE3J0SB6hiUZnK21TUndOwt5+1fqv7rpVPdm6OY8OnQprvX7wwQeTm5tba8LUtWtXjjzySD777DMqKyMHpPr168fy5dZkAfLz88nKyrK1gGgs0jMUdzwA19ymmfYebFwH3hQYPgb2GYfb7Vb1FpkNISUV7nusgosmpVNZEX0C3aVrkKxsL+Xl1gOAaWlpedGOzZ49G58v/hxx8+bNKStWrOgxYMCAuG2bEDfOvapRWbVqFWvWxPcm2LFjh3vOnDnd9t03emKKx+Ph6KOP5ptvvmHZsmX1jrtcLvbYYw/22muvDKWU5dK5115L56GHYmedLFjg9V5ySftub721NY6aSuvCzjOhLTDuaEXvAbBqae3XfZUpLPhlNxb8srPypYhsKuNUdG7blsdTT13IccdNpV+/+kl6Hk93KisPp3+/EmC27fF269aN3XffPReTHduq6dkzwODBPhYtsmYwOHp0FTk5OtlmYo3yTAgE4KYrvXw6LZXO7MBLfHWCg45LoXMPd7NU1Pw+exi+KrPPUlaawY6STNplWY8xezM2eLwZGzxzF2alP/fwBM69siOBlA1s+rRzxOAfwGY6YSdT57uvPTmXXeuLpWHYaOTm5jJgwACWLl0at+2IESNUSkpKxN9Tu8G/vffemxEjRiilVCpmDdreVgcWcZ4LDrsK8fTv2ggtogJaa31o9d+VUh2ASRjH9VlKqeu01g8l61pJDbiFIp+3VP9vMvtu4YTvsGUQ3VWxesFVAqxr1BE5JELCu3qzZ7i6YOP7tHFdl5oAYE5Ojn/vvfcu6tu3b8Rstx49enDGGWeoRYsWZSxbtiyjvLzc5fF4dOfOnSuVUqxatSoDC4Y+Ho9Hjxo1ajMtbMeyfQfFaVY8DZPAmLFBnny5POWOm9LaL1/qqvfvtdc+gco776/YtmxFj6xFixZZytL1eDy6a9euG4jwAKmoqFDLli2zvACbN29e1YABA1qCSZKTAdhEzJs3ryMWN8sWLVqkx4wZs97rjR4A8Hq9TJgwgdGjR7sXLlyYWVRU5FFK0bFjx6ohQ4aUxcogjITfD/fem1X9+xCTn39O5euvU7eMGxdlt6L14WR61MHjUdz1pNtz1amBjls3Rf+dKCOdopj+CTvZvj2PF144l2uvvZ/c3CKys7P9/fv3L+vTp09Fp06dfACzZq1u98svFjsM0adPn/Lx48dvc7vdLWJy31CUgjPOKMsUycm10n7SpNJCkmcm1qjPhNdfcGd8+oG7PUAheXRkC+4Ynim9B7t9V/4zczNJXLgFg1BcrJTW6enECRwtWxS+Uaf4bdYe7HvQT7avmZ1XwthjPuLe245l34M7+op/jn5z99tcsm0vVD5gk+1BJYkDDzyQsrKyjuvXr4/6fBs4cGDZqFGjtkU6ppQiLS2tW0VFhWXDyl69em1USjW2nrLzXHDYZdAoep85kD6T7CUfrHx5KateiuuB1eQk8l5Wv74s3oZ4InGeBqG13go8qJT6HuME/B+l1Pda61kN7RuSGABUSp0I/DnspaUY184CmkBzrJkJrwfvTvRfjOpAwIbu3buPadwhOdjF5/ONAn4FjvJ6vTPtnLtuzfaVQG+r7Teu7/LWbiMX/AD8UlRU9N3+++8fdxLbp0+fmr+LSJdt27ZVpwpbYZvf7z9xxIgRjWUs0mqYeCKcfVKxwugPHgFkAVuANz77sf18gA8/XrQ7YCnd2u/3P963b9/LIx0TkUOAz62ObdOmTTzxxBO94rhANjrr169fi8nyKGjp5QutmZDjt+Uy96qqKvXMM8+cEtIGjUn37t3ZbbeG+00pxWHE0Lesy5lndvhMa85o8IVbAA15JuzKdO8OWzet7g5M1jBJhRkx+HFTQhYlZAFKY/T3hsTvcy25ucano7i42DNr1qxTjz/++BrdvSeeeOIu4GYbw/zlvPPO29tG+1aBCCmYkqBD4jSdcsMN7U+6/vr2SZH7aMxnQgdVqIA5hIJufrxsphM5FJFGRa1sgiCKSlKXrlpUMWbwbj1tG7tkq5JuGDOufTCGNiv8uN8rJ30sqIuB7l5vHjfc8INOTa2KmshQUVE7pjV7+p4MHzWXzHb2ZVDTMirZ6/DpzHt1iCc/6vIBvDZjTcuWuH7s3r37wbYHlETWr1/vwTjXXwWMDDv0FfDQkiVL3j7zzDOjzncqKir+Ddxo8XKz33rrrVGNPX9yngsOuxIahSfTS1oXe35KnkwvugXmeiXyXtyZ3nhvxHacx9YAYqC1nqmU+g6jNX8BcHUy+k1mBmD1gPzAJVrrZ5PYd0tnIdSoaA6jjrBvGMNCf0YTu3VovazARgBw7i8jH/l6+rgvErlQKGjwNtaCfwXAvcAzjsHETop0tsa4LEcMiIrIPBH5J3BrnK6WAbfHOG6tVmsnbUkGwcFk1MTU64tAU+vHDovfpBaOy30bYJXOXw9c3Fut/hMwtoz0EaVk7lNOehaoAGaB/D9MBtJHxDF8Wr++J9On78Xee9eY3F1BbeON6JGRyGy02b5VoDVVSjER4yZ8WqQmwLPA5VrT7Fq/FhkA7BH+QgAPhXTAjZ9UKlFogrioIA2NK5/aGRlxyVYlLuBvmCByreesh8Cl6ZRX943Pl8qMGXup/feP7lBd15CmrDSTt148mZPOfMtWKXA1vQatYYOnu4pV+dyJzSiC6PgFH9W8bXsgSSZkbPOUiDyNcdHOAbaKyBaLXTwKXIO15+QDyQr+iYgLY9RzOTuDxSuBZ08//fRf+/fvn4zLODg0OxqFr9RPxUZ7yeK+Un+LDAAm8l78pf54943mjvNUV40m7caTzMXmnpgP5+k2FvxjypQpOyZOnDgdGAsciXEbrcXEiRN7snNhZDkjyKHV8AwwzmLblUQJPFlkHLCfxbYK+K+IVDXgem2V24AyTIAvUgnLD8CpIhKrZNeu8+Sq5s7+c2g6RMQfWgh1tHFa0nYWLeL8PjpEZZXO344J1EV1yVWK6cR3fOfjj49iwICl5OVtAzhcRFTY/fAj4J82hvaxjbatCq0pBU5XCgEuBIZivqfzgCe1pr4AaMsm6v0vgIey+kuVFKAdYCcD8F6Mg3lEPATIoIxSMgHFF1+Mp0uXAgYMiPxRDhi8lDUr82u9tnljZ55/7BxG7jWHPUbNJSvbxChLd2Tg8fpIjeCSXY1SkJZRHjPMnUYlXSlgA5ZURUqB5600bApC3+MCbJaPi8hyETkXeJHYMhSPk6T3KyLZmHXcoXUO7Q7c8/rrr28/66yz6NWrVzIu5+DQrGhcwRUvLWPFS4k8NlpeADDB91LGs9EPaq13KKVixnmUUo0Z5+kX+jNppk6Wt5EsUP2E/iqJfbYmqt1hzpg4cWKkp8JNmG/KeuDLJhuVQ1PxOtaDPfds07kN2Zm/yEbbLsAxDbhWm0VEtIjcCfTEfH/fxSxCHwf2BQ4QkZhaniKyGIhbrhnGM4mN1qEV87KNtnNo+gzyeY3c3mEXRinSMWUrcdHaxa+/1qijpBE2RxWRWYBVkbUdwAs2htkq0ZqFWvMnrTlWa47Tmj+3wuAf2M/uDGI25yyRrUr2IkbwrxoXmtSQYlEw6OGVV87g668PprS0XjlZYPDuC6eCrpfqV16WyY9f78cT91/Kw3dfySN3X8HnH06IGfyrRmfEX0wPZQHp8d+6Bi4o0tkRtfVaIZuBaLpXGzD/tpcnY/M0lPkXKfhXQzAYzH311Vf55ptv+jb0eg4OzY2qSWxr0z9WIpk1cR6lVNLiPEqpmMl4SqmDMIFHgG+s9huPZGYArsLsQsYVCt9FeQLzEOoHvD9x4sSzp0yZMnfixInpwLUY/QuAv06ZMsURjd3F2KZzK9qr7ccCX2CCbtF4FHikgZcbZLO9bStyh52EMrT+3YAu7gbesdCuCHMfcWhbPIwpd7TyPP5PM2SIfokpdbdaevB4I47FofVxEBDVJb0uCxYM5bDDPgVTJlh3o+wyjLZ0uzjdXCEidoNKDs3HQkxlRB+L7adt1Xl25tFXWm3oxUclqYAiGPTw1Vfj+fbbAxk4cMn2k09+4ya3O1gKfPPve25a+9i9O04FXiViGoyiojyddtnFjD/S2lqwJCOLNGIrtaRSxT78xFyGB7fSMVISxzrgiiKdPcXSRROgq9roAg4HLsVUf7mBxZiy9Lcuu+NRLzAKI1exAZiT6HNLRK4FHojRxAt8ncTn4tHECP5VU1VVxcyZMy+dMGFCvUwgBweH1oW2VulSK86jlDpbaz1XKVUvzqO1rvV8UkqtxMiEPae1Pq9Ov98qpd7HJJks1FoHQud0Y6cLsAJWQ6w8RXskMwOwuvxjryT22WqYMmVKJTARo3czHJgzceLEIowTzL8w/3gPTpkyxcnw2UXZpnPnY37/n6T+7vRc4Dzgym06t6ETFbvZg61FB2iXRETexdzAY1EKnCgiu6RuVVtDRFwiYmkzLJQlejHxJyBPkcSHv1W0JgiIxeZfAt823mgcWiEd7DQuL0+v/uurdY+JyBxgPCZYFIkS4GwR2eWz/6pxq2Cr33TfqvMCmM1Rqzxs8xJHWW2oAHedKVMg4GHhwqG5//jH7R+KyMsishagRLd7HTiJKLIMWTnFy8644JWaUuBYVFV6WbmmLyW0Wx2vbRqVjGHGIwNZfEMfVnzXm5Wzu1DwiQffaUCfRg7+tceUt30EnIBZ1PbEmNK8lJ5ZVrB9a84GjMzNh5jMvd9F5JJQdp1lRORoYgf/wJSPfygithzCYxDR0C0SpaWl40Wka5Ku6+DQLARRSqNo4z9xMwC11vXiPEqpenEerbXdOE834B+Y6pkKpdQWpVQxJpPwHoxR5SLgcK11iywBfhAT9Dg/SmrkLs+UKVN+xwgZ349xQU7FZPV8Bpw4ZcqUa5pxeA5NwDadu2abzr0Y4wQ0ATgW43w2cpvOfS4JwT+A2TbbJ8Uy3CFxRORvwMnAL3UOBTDlJvuKiCMN0IoRkTQRuUBEpgM+wC8iK0TkNhGJlRWMiDyLmVhEKp/diCktuKS59CG15kXgz3Ga/QycrLWjGehQi+12GqemVoIp8YyYKS8iM4CBwInAK5hgxLuYLNoeIvJi4kNtHbhVcB+3Cr7kVsESwO9WwWK3Cr7gVsHW7Hr8INbkMl4GPrDZd7adxir6LazemqlEt3sXEwQ7FXgMo1X3b2D0Jdc9MTo7p2S7lWsumTUQv8/LKnqfDUyP1k4DO8ict5lOp2ax4948th3QgcKRPVh/xHB+e3gUM68er75qFGGurmpjCvA+RNe7Li/NyH3/hePalZemh788FJMZ/qzNIGC8Z0413TAb7MlgXxttPcCYuK0cHFowLSD41iJ+LH1WWseM82itE4nznAvcBXyP2UzKxGQ2rwGmYiRURmitFyXQd1SSVgKstV6plJqEWcx+oZSapLWuu9jd5ZkyZcom4PrQj0MbZZvOLcKUAzcGj2NKL6ywtBHH4WADEXkLeEtEdsekkPuA2SLS1KYODklGRLphMiJG1DnUB+M8+UcRmSgi38Xo430R+QBj8DMG83xehsluaHYTH625Sym+x5Q6nMBOuY/5mGDNU1pT0UzDc2ihpKeXfduly8ayjh23ZGgNmzZ1Zs2afKKJhw8atAjgKhGJqnUZchZ9N/TTZuih1nUsJfPZTFzHBHFRSSpB8zXMAs4CznKr4L+AWwPa1aoC8Vt1XnkHVXgk8Bzm/lKXICbz7/qtOs/ue9sMWE5MiLIYLCaKs3SJbucD3gj9hCGIyGlaM1Wp6C62m9Z05tfPxwDcM0/v/s3p6vfxmFKzy+qMe+F2ctdWkRqtRLUjcF/onMZYg0zCggHdjqIsZn8/kn0PrxfPPRvzvLgrXh8iMgg4wMbYLgL+Y6N9NLw221txJ3ZwaLFUB8Banp1H02HngaK1th3n0Vr3iXHsaxpmDJoQSuvkzhGUUnthhBL7AzMwO1lbMQ/vmGit/5bUwTg42MDn840CfgVGe73emc09nliIyOvAKRaani4irzX2eBx2LdavX78W6AGs6969e8/mHk9LRkTSMOYEdYN/dSkB9hKRpO7iNQdKkQl0wmT9b95Vs/5a0zOhJSIikzAu6rV0aDdv7shXX41j/vzd651zwgnvXP/OOyfe30RDbBX0Ums7AfdoOFOF6WxroJx0ismuDgRWc1NAuxqiW1uPpnwmdFCFwzDuxoMwWfKzgSe36rw1ifSXrUruxeJiLYiqcQKuw4Nak1AVj4jsHwi4HnG7g8PDX/f73CydM4Bfpu3t8/u8dwKTV+n8mnvp6eo1DzAMyAG2bqRzT1BW3a2P/VKPs5spGW38acGAOvWlB856oHRHu/ZWzklNr+Ds65/H46mnQLMJyBeRyjjXPAaTbWiVytCzuEGIyDzMZ26V0SLiPBscWi23q8m9Qa1s4wHALX/Tt3dq7nE0Jck0Aal2MjkKszBQmCwGO+nRTgDQwcEa52F2/Y+Mclxjso6c4J+DQ+NyBvGDf2C+r7cC5zTucBofrSnF6FY6OERERP4M3BnpWKdOWzjllDf55JNifvopPKEoONkJ/tWml1rbBWN8MqDuAk0BGZSTQhVb6BgeBLzdrYKPBbSrpKHXD2mZHrH77rtnA6SlpbV74okneojIuob2HY2tOu93kpvB9igmczmuXqIPL/WDfzoAKuHsMhH5XkRGBoNqr8KCvLO3bWq/T/HWnLSlcwasKSvJ/AZ4epXO31T3vFf1aX6M8zsA49VXd9u47DXYL5WONPaLVs7uff+Cb4a2K90Rz3tnJ5XlaWzf3J6O3bbUPdQZY7QRzxitubSun8Wi6ZvX613i8/kciR2HVo3GhcJeFpxD6ydpAcBQ8O8dzI295mUbXTi/ew4OFhGRMhE5FqMrdwXGaRGgHCOe/pCzK+ng0CRcZqPtaSJynYgUNtpoHByaGREZR5TgXzhHHDGNtWt7snZtfhlwO7jua/TBtT6eBQbEauAhQHu2sZWO1S+1w5RrNsiRW0QmYsoq+8ybVyNPmgOsEpFXaSVuy8U6a2m2KrmKOEYjftxU1avo1Cj0L0GtljVkDCH91unE0PeLxXj1VTY2zEyAw8err/K+1OMiPmsGqqUKGILRzysF5izRA2pJOIjI9Qu/G3zvvM+HE0ygQNDvjxpv7Wfh9LmYyjGrmoG25rsikoXJ9PNifp+rzVeexmgPxnUu7969+/Pnn3++s3Z1aNUYzdO2nP8HtMEPIJkZgOcDx4T+Xo4pA/4OKABipno7ODjYR0QCwGvAayKSAmQAxSISt9zewcGh4YiIAkbbOCUFIyDc5HofDg5NyHVWGx577AezHnvs8kO0tmcW0hbopdbuRvQs/1qkUoWXKnw7A1h70YAAoIicgZnHR1oYuYEzgSEiMk5EkuZM2FgU66zHslXJdkx2V60SZg348VBBKjvfbi15+KlNO9qIdMT+IrUjUCsAGAr8nYfJiAzPXC8cqJY+Ddy1RA/YKiJDNq/qeM+8z03Vsvkcgmgb3pHtorsf++OdKyLrRWQKkfUgI/GYlUYi0hsT4DsLI7Zf/frnwN0iMk1Ejsc4GGdF62fs2LGMHz/+Q4tjc3BosQRRbVwBEEiuKW6rIJkBwItDf24FDki2W4mDg0N0QiYBzW4U4ODQxnBhoaysDkmV3nBwaEmISC5wnNX2Xbps3OOOO8QH0mhjasVMstM4nfLwAGDC9xkR6YrJhIq3KhwN/B34Y6LXakqKddar2arkTQ3H+vG8ALTTKPx4AIULTXglaejN+zCfRXOTSDl3rQjcQLXUBTyJSdioSx5wI3DCQLX0kDPv4PKlPw+s+fdXQCqVVJAe4dT6dO+zjnY5UVUirGZB/g0TAI+n7TeLegYs9RGRPYFpsDNVNowJwAQR+ZOI3CMi+2JuSidS+xn/W+/evV+fMGHC35Vq80ETh10Aqw64uzaqzSXOJDPiORCzkfaQE/xzcHBwcNjVCWXhrrB5WoNKyRwcWjhdsDe39GB0ox3q091OY3dtGbSG3GcuJH7QpZoLRMS6OFwzU6yz/CU6610fKZf6SMEfpvmn6vyEuMuv3QXNMNQa9lM/7llJyis2y3DnARvqvHYjkYN/4QwA3q2q8Jy0fmHtX780KrCq1jR8nzmxDj8uInH14UVkFiYAF0tvdi5wTGgTPFZfOZisvkjBv3D+LSLHicjvInIKxlF5IkZuZwww4qyzzvrQCf457CpolArPd26bP21Phi6ZmQjVH978JPbp4NDmEZFs4FDMxGU78LmIbG3WQTk4OFTzNCYLxgpfiMjKRhyLg0NzU95E57QFbH0uYZkcQeC5Blz3FBtts4HDiG/q0KLwa/fLHhXIAR4kehb3/TRxauoQtcgFjMWUKVdkUYwXXgWVEcCNK371bDWPfKnH1SxqB6qlqZgAoBVGVZamVWpdO47vIUA7drCDdsRKDh190Az6DF4Vq/89gK9FZIKI/BSroYh8LCK7YbSuz8eYiIDJ+nsMeEFErHxPzgO6WmgHcAuhsm8R2UCdEnCfz2exGweHlo+TAQg4AcAGsRzYEzMZcHBwaCChwN8/MROX8B32ShF5BbhFRDY2x9gcHBxqeALjWNneQtv/a+SxODg0N2sx80ErQv8AC4F6DqgOAHyFCXxYopLU6r++HNCu1bHaxiFellRdOjTgWs2GX7sf9ajAZxgjp1Mw77sEkyn2sF+7ZzTVWEKBv8sw5dQ1pi8lZJFCFemUA5pgTalyTL4Bnqrz2jFEyLRVBPHiw4MfF0E0igButq3NjdhxGpW4CFJGRih7cieZWTvKx074OX3QiMXxxgdGs/plERkYyqSPSsig45aQs3g64I+X8ReBC2203U9EhojIQpvXcHBodTgBwLZJMgOAbwGjMDuBdR88Dg4ONhCR9pjJ//AIh1MxQcGDReQgEVnbhENzcHAIQ0Q2hdwyPyD2Bth1IjKtiYbl4NAsiEhQRB4D7rZ4yqMhh1SH+ryLKePsFq9hEEW50Wf7FnvO5JEoBnrYaJ+IPl2LwK/dS4AbQj/NQij49wxwTv2jiipS8eElixIy8krptecaMjuUoTXsKMiiYFZXqnbUBH/fA87+Uo+rGyCr5yTtwUcaFbWW/wqNCz+z3h2VmtWxmJIt9R9pKfhIoQg/7pB+IrTLKuHYa6ae6PEEBwAPWXzrfTHOxu9XvzBJvdIL2BtjmLUS+OllfYaGGiflslgdikhn4FxgJCazcxHms43ppB2BgZjNCQeHXRpj7OM8gtsayQwAPoTZYTlZKXWY1vrTJPbt4NDWeILIwb9w+gKvisiBbX0BJSJuTGC0vK1/Fg5Nj4h8JyJ7A38BToOdqThAjbtgswzOwaHpeRTjshnvGfYr8L/GH07rZI3u6eul1l4NvBmvbTHZW0HdC9wf0K6KBl76Q2CoxbZVwBdQ44q+N3ApOwMwCzHGE5+LSJsTWrfIdUQM/u3E7Q2w+8TfyN99Ta3XO+22hd4Hr2Tt9J4s/XzANd/4D34wShe1aofd+OsF/8JRKHqPWEm1C3AkPATwhHQnd9t3Ph5PcBNwQKz3EYE/AO9PUq8Mx0hpHEttDdHFk9Qr9wBPVgcCIxGaA/4L81l66xy+DYiZZRgBu+0dHFolCo19g3GH1k7STEC01iWYFPPlwHtKqZuVUk45sIODTUSkD2ZSZIX9gb0abzQtFxFxi8hpIvI1xqmvFCgUkYdEZHAzD8+hjSEii0TkXIxw/8EYV8G+InKoE/wzeJVfeZU/JX5Lh9aMiOwADgdi6Xt9BxxpUb8raeSrNa58tebwfLXmr/lqzeR8tea8fLUmqynHYIc1uudbwNlAxKCeBl8lKf8oI7NLQLv+lYTgHxhtNasbaa+JyGYRycJkLP6E0WrbExMAPhXjvPpDyF3YIYwhapEHIyERFZc7wEFnfl0v+LfzuCZ/3zWMuXDG6aEgbCR+Df+fVCrjLvm9nirady+M0wpyu26j3+jlS4E5JFA+Pkm9cjDwA8Zso+66dBBmQ/y/k9QrEYcces//A/5E/eAfmOiGnYSXIDDbRnsHh1ZLEBXUmBt+W/5payQtAKiU+gKz67sD4x52J7BFKfWbUuorpdQXcX4+T9ZYHBxaOZOwtx0Tc+d4VyTkOvgx8CpwEDs/r1zgSmCeiLS5z8Wh+RGRQhH5RkQcww/Aq/wur/Kf6FX+TzHZQpVe5d/iVf7/epXfCdTvooT0affHlPi9gynFW4SRizkcI2GxpSnHlK/WnAgsBj7BZBvdjikPXJ+v1tyVr9ZECh40O2t0zxeBfIw5wc/AEuAX4DYF+Zt059sC2pW0jCURWQr81crQMNpsHkzwb2KMtmOBz0Laxg47OYQ45dYD915M596b43aU3a1kP+DIKIe/ARYAuAjgJn4y5uqZfTjgzG/o1Ce6RGeH/M0ceNY3eFICD4YyPLfH7TiMYJUqx9wfMuM0vYroDsZHxziWCFNEZH0S+3NwaOHU9UBvWz9tUQcxmSXA49gZRK3+0wPsZuFcRdsMwDo4RKKXzfY9G2UULZTQbu8rGGfkaHiAZ0P6bB83zcgcdhVEJB2jGeQGVonItmYeUqvEq/wZwOuY6oBwOgBXA5d7lf8in/Y0xLHUoYUSCgh8HPppVvLVmgsxpaiRaAfcDAzJV2tOXq17WbZabSrW6J6bMSZCTWUk9C9M1uE/MZv6dZkBnCwi60XkbEwgKx7DMCYXk5M2ShtkqrLBwGDMemNeqc5Y0RzjqEOf2Ic1A8cstdPfVcBHdV9cogfogWrpn4F33RarW0s2Z7P468EcdM7XbF7ViRW/9qNoUw4A2Z2K6TtqOZ37bqJsTcb65Y/3/zDkl/wBJlBtie3T2/uwZqAFcMMk9cozL+sz9A3qvs6YuXJVu79wtUpe6L4c+FvSenNwaOFolGrrJcC6DX4AScsADFE3rBrptUg/Dg4OO7FbEpWMkp/WxP4YnZh4KODOGCUxDg61EJF8EfkvUADMBWYBm0TkNRFpk6X2DeR56gf/wvEAz3iV/+gmGo9DGyRfrRmAKWuNx/GYwHSbR0S0iNyHyU67oVevXhW9evVi4MCBpZis+71FZFWouWWnYuCSUMZgk5Gpyg7PVGXfYPQI3wOmAMszVdknmapsv6YcSwRiutlmdyymXd4OO/0dGe3zXaIHvAdcBBbS/0KsmN6fue8PX9e+47aqsX/4mcMvn8bhl09jn5N/omPPLWz+oRPLnhvQ3VeS8v1J6p0hwPeYUmArFGz9qsOeVscC7JbD9ktuUPdNxTyjZwBzd9yXdUSgICnL2VLgRBGZlYzOHBxaAxqX0qEsuLb809ZI2kNYa53sYKKDQ1vlW8wuuVW+aayBtFAutdF2T2AMplwqqaSqqkzgDOACoB9Gh3A6ZqH5eaVOcQTPWxEiMgaTqdShziEPRsfqJBE5X0RebPLBtUK8yr8X1rRMFXCnV/k/8mmPUwng0BhcgfX57tX5as1/Vutezv0bI2kA3Ld+/frrMcHA7Weeeea3YcfTgX1sdNkdo+s2P6kDjUKmKrsMeITIyQaHA4dkqrJJpTrjjaYYTwR+jHXQm+az258LU05bFOngEj3gqT3UbznAvVY73DCze0DNIiV7YDHp3ctRLk3VthS2z88lWOmubtYZeGfu5BG7D79jzoXA18Qu6w0A5+uA63Wr48hQO8hwlz1m7EzC/jkrwdXR9td1HrB76O8FGCmAR0UkstCig8MuijPpapufQZPuwjk4OFhiKrCOOLowIXYAbS0gMdpm+1HYDACKSCpwMsbZfDBmsjoLeBz45F+T/7I78D71y697AicBn6SqqlMqdUqJzbHukohIHnAecCImwLYd83v+lIhEFxhqIkSkI6Z0qW7wL5zqsvJlIhJz0eYAwGU22o7AaITFMo1waCOIiAs4DHPv9mA0795rgGHIaTba9sVsGk1P8FptjYwEzomn95YUMlXZ/kQP/lXjAV7MVGXzSnXGgqYYVzgL9eBFQ9TCr0CNi3S8qsy2Z1K1IVpEuqqNvaHTxV0pwGVx2VuFt+dcPZzAYjeexX7yKKQzm/BSr1J+CHCEiHwoIocALwP9I3RZAJwvIh9PmvxKzAxIlCZrtxLa71VIan4lSoEuB99vXqqmp6C3uiEFlP3V7CWYeaFHRNpaFY2DQw0apTWqDebA7aQtBgCdrD0HhxaGiPiBay02v1lEihtzPC0Qd/wmibcXkQGY8s8XgfGYjIVeGIHzD3w+zw/pGWWfE1t78Qjg7VRVZXesuxwicgqwGpNxcAAwFNgXYxS1WkQuaMbhVXMJJoMhHm5s6Bu1cewG6sc0yigcWhUichqwFJONeydGj+sVYJ2I/DUUHLSLle92OF0SuEZbpQj7siUbGmMgEbgBazJDKcA1jTyWqKRTfreKUpVbUpjF9o05drp7NzSHrEdXtTEbmAZqSKnFGKwfNxvp6iongypSKSOTtfRiNiPZSl6kU84GEJHpmM3TYzHZdVOAF4DTgd5h2szfR7u2SgnS86y1dDt5A2m9TfAPQKVDyt4+Mi8vxTO8CqpA28/XLRIRvxP8c2jraFzQBCW2LfmnLarROQFAB4cWiIi8hcmYqozSJAj8SUQeabJBtRyW2GxvWUFbRDoDn2NKlCLi9fr3PuWM1zu44psuHkpsV8RdHhGZCLxG9IyPVEwW4FlNN6qIXGSj7bEi0q3RRrLrYDcnw6lIaOOIyFUYZ/e+EQ63xzj3PpOArqstETXAydy2SCjYZLmME/hGRNY21niqyVRledh7/p6VqcqaxQW6J+umd2MDrojmHIolv0SdjkTiwRjHLiE0tykhi/KI3i47CeBiO7lEWhwHcbOUAWwjt+6hmsoVEQmIyAcicoGIHC8i54T0dMOz/h6NfHVN95PXk9GvLOr4lBvSjq/A3S9AYImtx8cyjB6kg0ObR6HbZAZcOI4JiIODQ4tBRJ7DLIRux4gqrwV+x7gADhCRe5pxeM3CaDVTLf2+/6r4LWtYNfU/x84ZqhZeNFQt/MtQtfCaoWrh0BjtbwTy43Xao+d6dh8+z8r1L7c60F2NkBD5w1h7sP43pCXV5IhICpEDDtFwYRyCHWJjy7oygfYOuxAisgfwXwtNz8Fsjtlhmo22RTSCZuwuzn+xXkX1n8YcSBg9sZf9347YEhCNSWEmZSt6s4oObCGFSlwEcOOnHSVUzExl24JcK/3cLSLfRjrQVW1U1JJlUGyjPUVk46/zMWmgjHS2kkcg5r6MYhW96/7D18oG9Sq/y6v8x3iV/32v8m/1Kv8Or/L/7lX+m73K3xHz3aznWpyeX07mwKiVzDtH4ILU8RVU/WKrVPrRkEO5g0ObJxjKgGvuLLxmzgBsc/Ew2zvuSqlzqv+utX4+0uuJEt6fg4MDiMgGTNbD35t7LM3NaDXTBTy58POh53ceuInszvGTNBZ8N3R92fZ2qzElPjUMVQu/BK5ZoIfURPFCun8XWh3PqDEzmTt7RLxm+1vtbxfkWGKXSYfTHqPT9WyjjSY6iSwEIp4Tykwag3HJTMcE7d8RkYiC7Ls4T2NcVa2wHvikEcfi0PK5Cuu78NeIyLMiYjXo9DDGyMcKz67WveJHHhxqEJGZInIt8QO49wPvNMGQII67bhLPaTBT9bH6OPX+Yx4C/5fHNvLYVruBhuVv9qPnYWvpNGYzrvpeSUXAP4ht7JFHPT0+RSntKCWTFKpwEUSjqCIFjQsXgQhfyJ3LZo2ikjSKyCF3p+dIjSmdV/nbAW9iJFHC2Q24C7jlDU454RTeOBWT+VvjGJ8zenuMt1Ibd48gugx8s7x494xrmvIt8JDlzh0cdnHaaglsHdpcEmQiJTfPYj4oDTwf4fVEqdufg4ODQzjXA+dr7WL6y2PZ99wfyGwfvTxk+cx+W+Z+PnzfKIfHA98PVQsPWaCH/Bp6bShEFrWJRLceG3C7/QQCMW+jaamqSlXqlCZ5uCiFC1N6fD7GmdhPyJlYaxY1xRjCGG+z/SE0QwAwpAP0OzDM4ilVRCgfEpEDgAeor333sIg8hdHrTNTEoDXyAfAbsIeFtv/2aY9tu0uHXYNQ4Px0G6eMxOiLWS3j+xZ4ivgbPMswgRQHm4jIgyJSgPn86tasrgP+BTxiI2jbUJYDW4COFtsvgbqRtyblceBiomWXB12s/SSfgm+7FQy9ZP7DKTm+rpiNqFnA6yISL2gdI0VOUUVqnNM1Xnx48eEO2/8K4KKQ9uRQhDIGJE+ByfwD3qB+8C+cXOCDNzhlv1N44zhgAqZqYt+0HhVdsFGl5u4WpGJqGrpc4R1bhYqc+/k6cKGIRJPWcXBoc2gn+AdOANAy0X5bnN8iBweHpDNazfRiBL0BKC/K4Lv/HUj/A5aSP3I1KRk7YweFa9qzfE6/+ct+HbBbnFtSNvDWULVw4AI9xAdxBHEi4PHEDQCubsLgXy/gXYxzZjj7AdcpxZPAFVrTVIEWu+6QibhJJovHsVZ+CPCGiGwNf0FEjgTeI/IiKwO4GhguIke2FdFxn/YEvMo/EfiC2CXWj9N0ZYEOLZNUzP3YDl2wGABcrXvpfLXmMqCM6JmGvwAnrda9ttgch0MIEXlDRN4EDsYEaV3AIuCTaMYUjUWpzqjKVGVPATdbPOXRUp2hRcSNyVDLxgQQFzdF0HKqPrboOPX+4Rjzm2iif2v8Zd6j7rz/1t8jHWyvtqcDR2NkTCqB77fp3DkA+xz6Y9GMr8dov89rcZ2ma/09nXI8ETQK3QSpIIP1dKcbGya/q08oCB06DDjSwoUygb+9rM84Afgs9IOILMGO1IYCtKLy0zR8Cz2XZ15Q1h7YE1MGvhh4OtSng4NDGE4AEEisEqhVk0gA8Hybrzs4ODg0lCOAruEvVJWnsuDTYSz6YghZnUtwewNUlKRRui2TctKHWtyP6I0pU3wTWGNnQBUVqVRWxts1b5qsZqXoCHyFyfqLxkVAhlKcpZtG89eu0+P6RhmFNZ7FOG/3j9OuDFO6VIOItMcYncQTIToYmCYiXwOrgLdEpDkzThodn/as9Cr/WIxz8vmYUu9qZmFKAl/06fo1bQ5tiioggD3NNlvGHqt1Lz9wTb5a8wDGDGFvwAuswLiUfrVa97L0exgKEh2NCXBkAZsx2U4/N2GGW4sk9P6/Cv00N/cBZxJfimLByL1mvijy2c2YDLTeYcfmiciDGLOquM5fDWGqPnbFcer9PYEzg6hLt9F+xCY6u8tJrwzg3hzAPS2Iu953pL3a7gFuwwS38+oc+xH407V3zO5ZvC1bzf/VWqK7CgsLpFIZMfgXThG5FJGTFfaSDf1jfVw/tXxiHtvmzdCjl4detBUADBbWJAvODq7xPF3HaMTBwSEKxgW4TT+2oA0msCmt2/w/uoMDAD6fbxTwKzDa6/XObO7xtFVExIUpHx2OuSkvev/vxw7QQdcDVs734cEXNxZTi3cW6CEnha79OaYUNS6/Th/NtI9iVbdQCgyu1Cnr7AwmEZTiAUwAywqHaW122aOxfv36tRg3v3Xdu3e3quNXCxEZAiywcco+IvJzItdKBiLSH/iU6NlqO4CTROTTOuddhwlk2aUceBK4qS1kBXqVPx3znc7EBHsXWQ38KUUeprS9PVAIfKo12xtpqDU4z4SmQ0Q+Jna5YDibgF7NscgXkQmY722fCId/Ac4SkcVNOqgmIBnPhOYgU5UNxphMRLuvzxu6x/zTjj3p/aeAfWJ09TZwuog0egZ9B1U4AJiCkSWJxPPAJVt1XmUo+PcGcEKMLqsOnTjt5+491x/4xuOnEgzEibMrjUtXWwMEyaTU0upYg15N/uMBPA9o1NeYLF1L9GZltY7gDOA/x9w2tVy5eNPKucFtitIH24FW84Aj7tXXN+pmovNccNiVuFI93EehVzT3OJqZLQ/pqzo19yCakkRLgB0cHByShlLsBVyanl52WHr61V07dtySMnLkLAYPXozLFWS3w+Zv+/2T3S31lUA6e/gk9V4sBACDQRWcMX10PX2ajMwdjBw1mz1G/KZz22/3ulx6ngjfAY8CHzeG85xSZGLPFfMKiB0ATAYisjC0qLdSBvQzRquw2RCRZSKyJ0aH6TJ2ZgMWYgwtHhaRlRFOPSPBS6ZjSoOHisgxjRXMCGUrDcdoYW0HZjf2IlYpRmJMYHIxn987WnsWYP6d7fTTCaMddia1S/TLlOIF4M9aN6tul0PyeATrAcD/NVPw73DgfUzmYCT2Ar4Xkf2ccsOWQanOWJSpyvYAJmEyP4dg0l3mYOQH3jj2pPdfJXbwD+AkzL3oxkYcLh1UYTfgS2JnLZ4DpHVQhaeD60ZiB/8AUr76cPx+51/3NBNO+ozP3zqUYDBaEFBz0DFfM+fbkZt3FGV18uKzPKNSoDIpvayYnMtcrkAg+jUiXbXmKmOAFz668+hnj7r1w/lKsVu8c6ump6xHqzuBZ+/V19s28DlbvaiAcRgjsi6Yzb5Pgddf0Gft8ptzDm0blfTsv6ZMpnOS2BLFCQA67DKEhMSPwpQeHMxOF86XgMdEZG0zDs8hAkqRDjwHnAJQXp5BeXkGhYUdWLx4MJ06beKMM14hL39r+9g9hfVp/4FQM2EUkQ9F5A5gcoz2AaX0OYVbO6YBN2HE6Onbbzknnvo2qalVZhimJDQFEwg5FvhQRE61INZtl9FAjo32hyX5+rE4H/iO2KW16zCZFc3+JA+59d4jIvdiNKA8wLY4gVvLWQ5ROBRTIvu3BvZTCxFJwQQYr6R29st6EXkcuDfZv4uhxdoT1He//qdSfA5cojXL658Zsa9uGEfJSGVgGcClwEFKcZDWOLptrZ+pmCyrk+K0WwD8u/GHUxsRSQNeIHrwr5qOmO+AXRMkh0aiVGeUAv8L/dRCRIYRP4BWzRUi8s/Gkm4YrWYqDz0e9OO1kmF5qjYbU1db6dvv97rnzxrGmANmkJn1HjO/Hc3qJfmEL9Z79F3LngfMpGe/deR1Knzh45ePvNhVGcyK3mt9vCGJ4WDQZaecn5Q6BszBgPu8H57Z7979L/ghg8jZtgBoHw+lHVF5zV0//jmh+cPZ6sWhGAmPumZVZwH3na1evPwFfdYbifTt4NAaCKJ0661/bb0jb24sOyw5OLRkRCQdY4DwASbYkoVZvPcBbsUIOZ/QTMNziEDIsfY1QsG/SGze3JnnnjsXT7afnO7W5twu+1quX4T/j4j8DZNxFElo+zvg8MmT5eVKnfI0pkRn/1Fjfr391DNf84WCf9E4GnglFKhOJpl22yvVNE/NkCvkfsCLUM98JIDRXtwnSmad1Wv0FZHjReSk0GKuwYiIFpEiEdlqIWszGUG0y0MBu6QQCla8D9xD/dK37pgA95ciYidwHBOl2AP4nvrBv2omAD8oFVdnsZoXia8BNRSj3+bQygltAEzCbAhFYwZwSChQ39ScDHS22HZcsu5FDo3OBTbappN4xndMRquZJwdwzQ3g/oPVcxT6b5j7uSUW/jYYgK69NnL0pA8589oXOWrSBxx1xgeccfVLHHfOVHr2M4olXfM3vpCWUTk8PaO80Z3rU6gkg7J6r29b0+GCTUs7HYSpzCisc/hH4FTl5ZpENw/PVi8OxDiER3Oq7wC8frZ60Y5DuYNDq0KjtA6pfrbhn2ZPQGhqkpYBqJRKx4jpj8OUQXTC3Dw1sBUjkvwz8DUwRWvtpFU7JIVQQOUFYGKMZunA6yIyQUS+bZqROcThWOC4eI2KinL59tsDGTNhBj+/uA9ax963cBFEEQwJ28alEniq7osi8rKIvAKMxTjyBYFZIlIrKBhy+P1B5JM7iJ8ZAub9HkxyBdI32m3fRCYgAIjIJuBsEbkREwTNw5SifiwiCesjish44A7M5xn++k/AP0Xk/YQHbY/PIH6ZUhy6AgcCnzd8OIBx1Y2X6bkXJthyQkMvFgoov4Ip+Y1Fl9A1D4jT30gsanECxyrFYK1ZZLG9QwtFRCqB80TkHkxJ8Fhqm+vsiSnFvwOzaD8FM9cswbinPi8i2xtpeCfYbH88kTeRHFoW0Rx3k9U+LqPVzD8Bd1eRYnXeUs0YO41LS9ppwlJmsnJ3kJUb0UvnRxGZLQJD3QvuxjxnLVFV6+tafblal61HFsXRjraf/tI+B87Qo28Ukb8Cu2Pm8utExFImeRwexqxT4/G/s9WLH76gzypOwjUdHFogbTuTrs1F/0hCAFAppYDrMaVwHeseDv2ZjtGz2BOjrbRRKfV/Wuv/NPT6Dg4Y7RYru6Ze4E7MQrvVEQp07stOc4wFmBI5jXlP+wOpGDfbtxpxIZQsrrDacM6ckUyY8Dmj/vArs94ZFVXEWmO0ZLz4QhPRuA+1mxfoIZsjHQjtKv8U+olKyDzi8HgXCuNykhsAnA0sxvrC5JUkXtsyIrKRJGRricgRwD8xpc+R2AeYKiLXi0gi5hx2eRS4pqGd+HyeLh4VOBo4FZNpVB3UeM2v3fXTI6IgIl0xpddWOF5EhoqIHbOWSBwCWM142l8pRmlNLPH0s2xe/0zgdpvnOLRAQpqVtxP5Oe3GlAifSP2b+1HAnSJylYg8G35AKUZhnjcTMBnTBZj74FNas8ni0Kxm/1VjWbbCoVmx6+ybVCfg0WrmeOBuSEi/2Fa00O/3bMEEvGKdV4TRSgRAB11PAn/FgkN3EMUO2gE7w37xgn/plJFO9CTDSlKu66tW/r5CyxxMBnBSOFu9OATrcijtgLMxAUMHh10KjXI5AcC2R4NKgJVSGZiyy7sxwT9V56emaZ2frsB9Sqm3lVLhwt4ODolwmY22B4iINTeJFoSInAT8himxexSTHfElsDr08zUmuHkHxqFwnYj8N1QK2OIIZQyNs9q+sjKNgoJudB+2gfFXfUFG+x1PYwKdQQ07NPiDoVRuULjQIU2ZqLd1H/DHBXpIMjYh9rbZPp7YuC20Jgj812JzP+b3p9UhIkpE7sMExaIF/8K5T0SsZpEljIgsBP6vIX0UbOjK/fdc/2+MhMG5mGDGqcDToLd5le+bVFV1QaqqyrDQ3ZlYy0atxk4JXDSilvEn2L6Xzf5ajSupQ1xuIv7vR7TVSibwjIicC6AUbqV4EOPYeSFGEqQTJnvwTmC5UtErB0TEJSJniMj32N843G6zvUPzMMtm+2S7vl5f/Re3zdiiaa8ta574fd6PMJms0aoGFgIHi8i8mhf04LUYTcu4FJFTK4NRAW78pFJB3bmYGz9ZFJNJKa4Yy+8A7r2A2X3Vyrf6qpXtrIzDIkfHOujO9NNuWAlZexaTMagUlRI8PonXdnBoMbSA8tuW8NPmIqAN1QB8lp0lfArYgFmInoHRfRqKKY3aH7MoeQiz81rd/niMiK2Dg2U6qS3eTmpLbie1pXpHcqzNLuwGbJoVEbkaeIvIGTY9iLz4zcCIQ38gIqmNOLxEcWGyFS3j85mYRkZuOROu+eKuX/Wo/F/1KLfG9SeNy1N338GFJpVKPPhwEUCFSoMVwYeA/AV6yANJei92tdvsBGes8ijwepw2GrhUa1qrO+WNwB9tnnNDYwwkAn8B/gH2BSg3berE88+dTVVVahQtJ5WicR0YRD0FrEtVVfGy46xq7CXaPhKdbLavWy1QF7u6U42uU+XQ+IR0MK9NQlcPiUg2xizkqhjtMoG3lKq/GSUiHoyB2MuY+axdpiRwjkPT8xTWs/q2YuZiSWG0mtkBOKb6/1OowlNPKjc6GZSRRoXVDFaAR0RkKpCP0dt8AZPE8SSmimGYiMyJcN51xHnfxWSxLULSq5sg2ZTQga1kU0Q2ReSyjfZsI41KFJBKZdR+/TsL1U4CpvRVK5M1f4qof+vJ8dH5DwX0/uNKupy8kc4TN9HtjA30/uPK8SLyr5a6qe7gkCg6tDJqAUG4Zv1payRcAqyUOhkjiqwx2TQ3AY9qraM9vX4EXlFK3YBxJbwLs3A+TSn1utb63UTH4rDr00ltURjNuCsxafsuoLKT2vLOpX9xt/N4be2cNmgCESrFPQizg5iD0bd8S0RmN6TfKNfaC6PnlSiHYExQWlR5nNYElGIjNhxUF84bzNxfhxMMuMqWLel/8v9Nrni6XKdtxPxeREQBHgLUmd+vnaVHFkQ+IyFW2Gy/MonXBkwWoFJMwuzgX0N9LbZFwM1a816yr90UiEgG8OcETj1KRLqEyo8bjZBRyG0i8j9M+dRBmFKruNqAH75/NFWV8dcUZpKicxW8kKcKz8xixy2rdH6kxZrf5vDtto+EXW2kkjjHv8VkQlrF0XXdNTiMhrtqA7TbvLnjH7G2YeAB7lOK0XW0Uf8PSFT8/2sR+S3Bcx2aEBFZKyIPY03GYbKIJFO/vDthu5YKaEcJ28mzcKomk1LSKZ9fQLqH+JsqT23TuT8DiEgVpgTekhzIQj24aohadCrGefgaZaRoACgjnWKyKSODSIm5aZiPy2zI1jdJUwSjlgAHcOGrPV0fD5xDBN3mBKhrKoK3QxXdz1uHp1399YQ7LegBbgH227Jlyy0dO8b7uBuAUikYI8MdaB09OurgkAQ0LnaW7LdZ2lwEsCEZgDeH/gwAR2ut/xsj+FeD1tqntX4As+tVfZdNZGHn0EbopLZ4MTvxU4Aj2Pl7mwqcvmFNtx42u1yZ6FhEZCymFPcrTND7Uow+yiwR+TakB5dMrqXhN6bLWmgW4EtWGyqC/DZ7OIsXDGbp4oEZWrvuBNakq4q7dJSd3Bgkzfk0xHeAHUHqRnEt1ZqA1tyByQqdhPm9vBkTBB7aWoN/If5AYppaCpPt0CSIyGoR+auIHBRyAY0ZvC8o6MLaNVaHt3OXspTMI4Oo2b3V6i96q9V1Mwft6iT9YrN9JD5OcvtXsF5CuQl42+b1HVomdku/o+L3e8620XxPjCkOACLSmdiZg7HYSpiGmkOr4AZMNlws/o6pYkom9YKJWZSQHsERtzaaPArxECCX7b/uw49fpFMWa/3+GPakcuqxUA8OLtSDX12kB++3ivzHVtOLFfShgG6UkUntaaoZiotASIolOjkURZ3glpNOhOnvlYm9g9pkjSr6AfTOz0xpup62IWLwrw4Hvfrqq9clYwz1UOoQlHobKAW2AGUo9RFKHYtqeyWKDk2DogldAVsoug3GPxPKAFRKDcdoMGngbq31F3b70Fp/rpT6P0zp1Bil1O5a63nxznNok/wHU1YekYWzh9Kr31qrfa0hQadNEdkP4/iZHqXJAcAPIrKfiCxL5Bp1rpeKfW2tSHTC6Hy1NO23RzBlynEzMt0EIk0SvcDNFaStSq8/j47F1kgvikhfjE7UCMyscyHwZEjjLSoiEhSRf2Pt812PKSlrNLSmjGYy+mhEhjfg3NgrkMblekx56k1E2HCbP2/YBqCb1c50zT6topx0MikbD3zbW63eb5XOr85yfAN4AGsB0yqMlEdDeQcj79HVQtslmPtoVLSmTCluwFqmxx+1btZ/Y4fkkbRsl2DQbbcs/QBgeujvZ2Nf2gGMntyZIrI4gXMdmgkR8Yd0I1/FBJiOwJheVGI2Fx4SkR8a4dIrMNJJNc8AF5o8tlKCjx20I1jHe8NLFTkUkUYlGZT6+7PsYgW54/mSDXRjLT0pJx0XQfIo1Llsv+VLPf7uZA46gOd6jMTTwZFbKNLSyjlwv6/57dsR+H31p3iKINkUkxEl+6+UDCqJmBm/Z1+1suMK3WdLImMXkfbAfzofxxmBUrcqW2RkBTMGlJHSyVr5dVFR0cTy8nLS06MtBWxignv3Uj9j2QUcGfp5DqUuROukmtA4OARRug0mwNWlzX0AiZYAHxr6sxKz0EiUBzA7bykY/QknAOhQi05qSx/i7FwunT+Avcf/TE57S1Vo94qI7ZK3kB7QK0QP/lXTGbNoHWf3GhHoSGKLkEg8IiJDgOtFpEVMILRmmVKcDzxPjGxkN/6Y4tjbaN87nQ2WL4sJVtQQ0p16GBP8C38IHAPcICJvABeIyI4Y/T6OEZaP5WxcCBwrIqVWB+tQQ6IP522Y8udmIVQa/GcReQS4GKMllgqsAp774fv9DsUEB21TQRqZJlOkH0br7JzQNctF5A6sGcP8W0QiumDbQWuqlOIiTJZ2rMqCKuDCkHFNvD6fVooM4H4iz1V8wBVaN25A3aFJ+T5ZHZWWZth9zoVnyVt1tK5mIXARZgOwzWUS7AqE/t0+BD4MzfcygB2he3ij8Kse5R+tZj6BMW8Dqo0zjG5eFiVUkIYfDwpjbObFF5I28dGP5VUqJPfhQtOD9fRgffglFHDn2erFb17QZ/2UrHFXaW95ivIdCUzGZLvm7jyqGThoCYcc9jkdOhayx+h5LJo9mJUL+lJRnkpqWhX5g1bRLX/DJb8+t1ehhj8BY6u3tqpIoZx0ArGXp+0wGXK2EJFcjGHeHgCdjt7MuoJU/EVesobHU6WoRdrChQvZc8897Q4hGjcTX67gXMx7vjFZF3VwALOxrFBtLwWuNg31xGh1JBoAHBX681utdUK7MABa6y1KqW8wAcVR8do7tEnqBmXqEQy4+eDlYzn+nHfJzIpZOvE/rLul1uU4rJcSHiwieyRBAyheHYhdrsGYFNg1Umg0tOYlpdgC/AtThlWDSwVw6WC07L8aSsgiwMZKN0ErZc4fzNIja8p1RcSF2fU/McY5pwCdReTwFyefnYYRo+6HCWb8DHy+VEtQRK7ClF/eQO0FZBXGoOMOEbFTKuywkwUJnvd0kjWbEkJE1hBBh/MfkwMjEu2zjmjxab3V6htW6fzqYN5DQB4gMbp4ONKYEh6P5gOlOAFT4t4hQpMC4Eytrev1ac1DSjEFs8iciFloFmKE6/+nNesaOGyHFoSILBaRLzCyBQ1i8eLBS7Bn+JWiFG6tbVqxGn4JOQXXQim8GEfvwRjJm9nAV1YC4A7NR2iT2K6uaaL8ByPZMbD6BT8eSmhHNiVEq27oxobvXej9LfTvBm6epF65HqNNm4GpRPjkZX1Gws/GKu2tAG5OUb7JmAy1bgcc/M3Jw0fOHZebW1TTLi2jkhH7zWXEfnPDTy8BPMfeMXXac5PP+wr0FlOGWNvILQqaKFUcFrifUPAPwJMdoMcFa9n0bhc8OfbyAkpKbAUMo6NUFqYSzgrXoNQ9aJ1MDWuHNo7F792uTpuLfyYa8dwd82FNj9fQAtMxv3m7J6Evh10PS1ts27bk8eaTp7B2RY+51HeE/B2TfXNpA3bnT2rk9vUQkW0YvcFkcp2IDEpynw1Caz7BSAqMxeguXecicJVX+/DECf6BEbBdRw+Pjl/quQa4vM5rJxM7+FfNwYumD/4AWIcJcNyG0QSaBiwaoJadKCJaRJ7BTDBHAydgFn/dReRsJ/jXIF4nvnFEXdZjympaMu/Eb7KT8D1aV+0YQgqmbA0w2SwiMhmja/YsOxezZcBrmE2Kq5Kd3aI1UzE6budhSuc+x5QknwH01poE5EJYrTV/1ZrhWpOvNSO1Rpzg3y7LTTTc1XnV3Ll7/NvmOQIsU4qbAgGX3Q2HWtUrSqGU4lpMpu97wN2Ye9HnwEKlONVm/w5Ajiruk6OKL8pRxdflqOJJOao42Xq+Tc6vetQ2TBLEPAAfHjbRmVKy2ERnSmiHHzdBFH7clJLBJjqSSamlzSMNBHCdAHoZ5lnwCGYDZe0k9crfJqlXUsDoXorIcBHpLyLuaP3VpUp7y6q09+0q7X34oHHfHpmbWxRT3iFEVmgc686949nzgU81LiwGId5fofvYjr6FdD0nVf+/1lCxOpXSuZlk5pfi2+ghWGE9COJ2W/6I4nE65vOwghc4P1kXdnCAaoM52vqP5bmwUqqTUupepdQSpVS5UmqLUmqaUuoEq33U6S9bKXWWUup5pdR8pVSpUqpCKbVSKfWyUurARPqNR6IZgNUWVWuSMIbVoT8jZQw4OFh+yu4ozuK950/89Mo7HjoYE4BJxwRsZiehLMeu5VeDfp9FpBMm4/BdwnYsG8q2Lbn8OG3fVx+bvDEP8z0uxJTtPVqguySaZdVgQu6L00M/pCufrRteGZluH96jU/D9BxgSoclnwPmz9Mi6YpGWBaW79C04tFp/rQ4DgLcHqGUXLtX9nw79rs0M/TgkAREpEZH7CCuVisMqjAOw5drwxiZF+YZiSsQnYvT5trngvSDqK1Dj4vegawUAU+vLpdXT/BORGZgFw/ki4klE/sAuWlMOPBf6cXCwhYj8KiLHAm9R383cCjuAU3y+1FkYvcmBcdqH0xv4v//+99ovrrvu/iqlLElwaOBPIvIXYKXWPJuVdf2QkpLsS6O0Hwi8phRdtU64IqFNkaOKB2Kyt46m9gO4LEcVPwvcUqSzk5SS1fT8qketHq1mjgJOKCTvoSDuzqAJ4KGEbErIrtXemGv42sXrVwPBnYG1uhOXDsBtWcOLjrnjdtmmXEwIO7ZKRB7DaB/Gkj6phYhUhr67f8VstsabB2cB/x5z+C9vzJhmOVk30e/M8YQkdcqXpbF9Wnt8m2p/vbdPa0+70TvInbANFWd1nJ+fNG8xu1UAI5N1YQcHMEkUbTABri6WAoBKqWHAFxi5LzCJCbnAYcBhSqn/aq2vtXntXzHryGoqMBUDvUM/Zyil7tFa/8lmvzFJNABY/TTanoQxVOeKZ8ds5dBWWYwpL7DcXkS2k6DRRwy222xfFL9JfUTkQIzGx7HszNANYCMQGo21K7rz/vMTARWeVZmFMeK4qqva+OcC3eX/GnqdJGG3xKNyOf0/G8LC3TDlY4dj3tsm4PVZeuT8uieISDtMSYwlcjsVkZlTSmlR1Hn34wPUsq+X6v4NNoBxiMjfMEHxWDvgJRhX+WdbktZiivLdjClzD1+EZQFXK7TWsB1UbvQeNC6CNScrgqTXT5LaFmsMTRH8c3BIBiLyhYj0w2SSno1xNi8HvsFo8V6EybCuW8XyA3CFiMwRAaU4HvgS6GLn+sXFOYcsXDh01tChC6xUICh2bhCOUIr7L730MV599QzWro1pavyAUnyrNbPsjK01ENLVPQkTsMsGNgNvAp/azTrOUcW7Y3Tb8iIczsBsqozNUcWHFOnspirbTTq/6lG+TmrLD9QEzaJno2kLmXK1g3+RNi41HSdsIe+AwkjyS70xz6vTReRwEdlk4S0AJggI3CYi/8Rk+cXNWNttn/mnLJox5NWSwuzT4zS9a4XuYyXDMBKdAcrmZ7DlzY6g63+G2uei5KdsfJu8dJq0CRVl1u31epf07NnTzsZCLOzO7ZOWeujgANWVJW2+BDhuRaxSKhWTMNMZk7F9ltZ6jlIqAyOt9XfgGqXUbK31Mzau7QXmAk8CH2qtlyljDDQQcx8+CbhRKbVMa/2YrXcVg0QDgNXpysnQVqpOY8hMQl8Oux5PYbTrrFCKKW9rDD7ApOpb5RwRKQAetTrhFZErMNpdde/ESXngt8sqjdB1DQq4q6vaWFKguzySjOs1kAUY84bBVhp37LT5kwuveEowbrEqdO4DcdwYrZZd1OBNq4oV2vVgdr0dkeZGIOS2fCHwMSZofUDY4d8xi40nRaRFOcKmKN+VwF3RjitQoHM1LAA1tH6L2sE/0ORQhKv2jm0l5nNpECKiMN+hQYQ0y1pD6bpHBdxAf0zWd4FfuzfGOcWhhROSwLg/9FOXj0QkHzMx7oQpcf9ERGaHN9KaBUoxFrgTo+Ua13G+mjffPHnoLbf8602v13+y3bFnZpZx5pkv8uSTF7F1a1QzYoWZ2+xSJX0icgxm3lY36HoRsEhETq/77xSNHFXsxkgJRAr+hTMaYyp4ga3BJpluqmAMRrd6IOb+ORP43wbd1eo99EAszPc0LnaQSTui73HV1vWqP+/LGV1E3gGF8S41AnhbRA60WkUzWckw4HAUWRzORHbHWHbEQCk48aq3fc//7bw/YvTw6n5pNgL/wOjWJsqOwA4XW9/pEDH4F07F8nSKv8sh5+CIkz3/4MGD71VKJWshbtcxvNlMzRx2TYIoJ/xnLQXyEoz+exlwjNZ6NYDWugz4p1KqG6aq7B9KqRe11tZsxeEcrfU3tQajtQYWK6VOwSQ0jcMYJiUtAKjMNWyepFQQ82GdqLWe0qABKHU8RgdJa62dnQ2HenRSW6ZgTDjicddm3fHPiV7H5/ONwqTijvZ6vbXKN0UkDVOuHnU2H4XXgDPjOe+KyBEkYQEfjyf+fgnBYMyvWRHQo0B3afLsKY8KjMD8O7cHCt34013oW2Od43IFmHDkZ+w5ZlZQqYg7OK8BF0bKBhORdEy5mGUt1Lfu+wPlJRmxmqxdqvvHTPtoDaxfv34tJutmXffu3Xs293giISJdMZk3xcCalui+maJ8mRgtQisZ7kVB1HjgdIU+DehdXfJbPTlzESCHIlLry10+v0rnn9uQsYrISZjF1+g6hz7FGNj8GOPcbEym1umYhX9p6LzHRaTRMmI9KlCdwXwZRnuwms+B+/3a/UFD+o/1THBoXShFZ+AFTHa4JVyuwFW33fb3zZhJveVsca1NUGPevGG89dYpsZqWA1kJGo80KVaeCaHyz3eJHcQqBg4Ukbkx2gCQo4onYjQUrVAF9CrS2Zaz1ZJFN1XQAZOZeliEwxp4Arh6g+4ac0HYSW25ABM8jUtvVjKUhVGPB2Jp6ilN32uX47VufDEhZM4TlclK9sBsYNf6nmgXRuH9SMz2THR2iEhWX7UyFSOTMQzz2c0Dpq7QfRq0sSciR5UvS/uwakMKusJF+eJ0fJujV/i72vnpcd26ulmApcCZt9566xqS9VxQqhOwFizLDQxEa6fKxCFpnKOe661gZXOPo5nZ/Jw+t3OsBkqpnzHGYk9prS+KcDwf8zkq4Ait9bRkDEwpdR5Gex4gT2sds9rHKolmADo4NCVnA59gTCKi8TrGmKFREJEKETkfMxm1E6g+DVhIFDfO0ML5TKxrmzWM+Ns8ORjB/icbfSwhPCowFDNBDs/oIoCHAHqrB3+HyMPWHHfSVIYMWwjRg3inAV1E5Ii6mWEiUi4iH2AtuMzmNR3jBf/AZqmZQ+KEMmxbrBueiAw/89z8u3eUZGX7/W5Wr+rNgt+H4vdHTULKcaH3rNLem4GbU1XVkBQq73ITOF6hSaGKVCojfYWXYXYGGzLWm4mepXgYME5EThWRdyOceyjm/ltXg3AkcKOI/N00S26A1qMCXTDanpEMxCYAEzwqcBfwF792t7jgsEPTojWblM1Eh2DQ3UdEHgZeF5E8jNbPY0QO9NSgQlcZOnQBmZk7KC2NmgKVjnnmxk3FaumENkmfIf78KBvzvN/HQrdn2hhCCsbUq0krGLqpgnaYzY5o5eIKuBTI6aYKJm3QXWPdiyxr1q6lJ31YWZlORWq8tq7UAFnDi0nrWgnKXN5G8A+MiV7UAOBkJWNCx+tVVaggMBf0Bkyua/QgYDsR8a7QUokxjnrDzgCjISJ9MN/ZI9L7V5De3xSu5R66nYqVqRS+3wH/1vrP5OAOD+VL09dkDC53YaRkXgWeFpEtoY2h5KD1ZpR6FLCiG/aKE/xzSDa6+qbgEBWlVDuMqR5ESdbRWq9WSi0AdsPMQZMSAAS2hP09aXG7hnZ0iFKxdIsskbwbqUOjISKZGBHdvpid1p+Bb5O9qAs9rC/F6LhlABuuvIOXf/l6r6OmfzX2EkyJZe+wU+YADwLPbNYdk+poGWFsH4jI8UQub4nFNSJyt4iUhfWlMJoBf6OJyt+LCrMJBizFLveliQKAHhXYHaPrVM/AwKA6+PGUe/B7VJ3yrcHDFlYMGbYwzcJlxmF+px6McOxBLAYAF02P5C1Sj1YrRO6QHEKZiS8CE3r3WV3z+og95zLh8M/4fNoEfpsTVfd7P+BpgEqdshBSTuitVp+OET6PlH38GXDOKp2fcNZLKPs4aolyCC/wiogMCy8JFpF9gfeBaItQBdwO+DH6KEnBowIuTKZRpOBfOLcAKzABBwcHu1lENRlbIlIIFIrIGKsnu91Bundfz5Ilg2I1K4t1sBVxKtbN0saKyBgxJkWx6G5zDHbbJ4PriR78C+d0zHMhVlby55hgU8xMFDAbpPPY/d69mHE6piwtApq8g7eSt18hrpQGTdUnisg+IvJT3QOTlXgxhj0xJVXUZtAfYYr2I1OGeU4kDRHpi9EF7RrpeFqfSrpcUMDGZ7rg31I/AW/Lq53/8rQ+/8VkjikKf8Ksa06I0eZLTAmig0NSUWH/batYuDsOZeeHNC9Gu3mYAOBuDR7UTg4O/bmR2sHABtHQAODVSRmFQ4tFRDyY7LWrMDvV4cwXkT+JyIdJuI4KXeev1M7m2h04bK+DfynY6+Bf/vDw5Kvuwbi8ZmO+CEs3645NtnsRCgLmYwQ7LenTYYJbEzE7iNXcQVNl/YVYMDOCvFhk4u4oJwOPCijgZaIG/6pR6X48M7z4XyGkrePH3X7E6DmTbFzuShF5qG7AWkQ+FeMue32sk5fP6cfKeX2sXOdTG2NyaGGIyHCMqPxJGN2p7cBU4GELi1VEpCMmoB1RIDwjo5zjTngfr9fPzBl1K22BCGVAq3T+q73V6ndCYxqHyaFYD7y0Suf/ZuFtxcOqZmUaphTyhrDX/ou1+8UdIvK0iKyzO7goHIq1DCKAWz0q8JRfu1t8maVDozMdOMZm+7pYKdWrwR371+57rZOipQ3UzKO6YTZPN4lIU5piHJtA+3j31HpOR3Fo0mBqN1XgwWwuWuVKYgQAN+uOVZ3UloeByRb6KtpKx3uAuzG6g5ex87mzCfTqzkdtHpO793Ybw4tKBvCViBwrInVNOE7AmHPF53dM7mwWBIMKHVS4PTX79lMaQcbjeaIE/6pxZwTpePIWCh7rRoQgiGUH5AahtQ+lTsbkSF6N0eGtZjFG+/AxtG5R+sYOuwZBXG08/Ac6fgS0W9jf18doV32sW4w2llFK9cTc2wGe1Yno9kWhIQHAtv77sssjIm5MadeJUZrsBkwVkXNE5KWGXg6TKRKNrsC0K+946ACrAtLJYIBalobJEOuHyR6YfsZfXdvd7mDMLf0I1OzQhoIMTRr8Ky3JYMFMyxsSKxtxKOEcDOxhraka48N7uV+771OK0zyeqlf79l1p51qDMdmrkcS4b8SU3tyKKfEKZ8eK3/os+PG9ffeyeMtriEi1QzMiIn8B/lnn5Q4YJ9LzROT/gD/HWaTcRZTgXziHHTmNJYsHUlJcTxpwVaT2q3R+JUZj6pUoY0/DLMIURg/R0kJYRHpggmlWOU9EbhQRLSJ7AVazodyYMjKxca1Y1NNfiUE+5j1+kqRrO7RensLMM6ykwq/DZLfWZRU2dve3b6+7b1qLpJSrikgGJjvocoyBD0BQRKZizLC+SsZ14pBrs33MDybEl8Qpt47Qvkm4Wj2k9iL/vCCu7umUE8DNZjqxit74oseID++mClwbdNdY1Sr/wuhMxQpUVwCnbNYdt8FZAPedrV68H1NN4gaKu5+x/vx2g0ot6QlaJBV4Q0T6iEi4O4ZlczwVhIKPOzN961i2bTS+LhnZpQwYuYS8rttejXO6LURkFHVkZaKR0sVHau9KKlfVKiipBL5L5phionUAeBKlnsKsF/IwmtxLSOKi38GhLhaCX7s8Fr5g4ToesebX1cdsm0zWRSnlxcz522HmHf9qaJ/hJBoAfC6Zg3BosVxD9OBfNS6MLsZ3IhJx8RqPUNnvXy00zcQ4Ao5P5Dp2GKCWuTGC+NdRx4Huvf+esO2Yy6aq1HSrBj9AWCkRJsOoyQj4XUUfvHRMTmW5lWpZwOyaNgUx1dEjcKpSzAT+mZpaGbdxBCIuOEIBnXtE5BGMhlC1k/BC4LXv3z4wBVPyHqXMpoYnl+r+3yYyMIfIiIgLE7ytzvhd3ghZAohx4K4b/KvLzZgJecSHsIh0wKJmldsdZM9Rs/jmq4PrHrL1bA3dO68HzmWn0UiZiLwI3Cci8RwDrWVu7CQPcx/ewc6yBKuMs9k+Fpbq8cMYihMAbPNozTqluBe4yULzm7WOWJL4HPB/Vq63cWNnCgqiJgJ8itlgbRChrOOPqW/e48LIthwvIreKyJ0NvVYctjZC+6cwmwZWsi5nA/VKVBuDq9VD/YA3e7O6VulvD9azO/OYx+4sjbwP5MZkcEc1WdusO/o6qS0nYjaJr6B+hcT3wI2bdcda7/UFfZYmLGMtJFeTbHIxmtwPhb1mS/d40/wubAubUpcVZzL3m5EAz/Z7fcXxy3Xfb6KdaxNb7t0Zw0rrBgBfe1qfn7RyO8uYYN+y0I+DQ6Ojrfsg7sq0qCCoUkoB/8NsYlQAp2utI9qSJ0pCAUCt9fnJHIRDyyOU/We1xDsFUwbxlwQvdynWnVjHichQEVmQ4LXiUl4WVBitlog7m2XFme1XzOnHkH3ira1rEV5K1BgTs3qUlaUzZ/YIfvlp75wdJe3K0ylPT6Mi3l3uvQLdZXFTjA/7jsodMdqQ/Ssq0ggGFS6XrVhQzMlcKGuqXvBTBAaoZeOAt4mc8aQxE+KYZcQO1glltF2JWQCFB15ni8iDwLMikhTNz1D2zD8sNr9NRB4TkUguXIdiymQtMXDw4roBwHeqtHep1fNFZH9MOVndwHZ1NtBZInKiiMQSIk6kpKj6nNiejvWJ66BjA7tB4EbVh3VoVfwZs6MebSMuCFyrNdGqGp7GaEvGka6AH37YjyjrineAs6MEGC0TKvl9i/rBv7r8U0RWhzYGGou3sZENhvkMYlKkszflqOK/YspcY1EFXFOksxs9U+pq9VAv4Fui6A16CDCSObgIsri+SkwZccqUlcIDHY8FOoD+2IO/XRoVy9KoXAx8t1l3jCv7ICIp2Ct1t8MkagcAowYzI+GrLeUcTi7wfj+1Yq/luq+tyXUU4uoohuPOrPWIWI+pCHFw2OVRaEadmcfoSXEfabX49eVtzHwpKYa0SWXUme1tv5dZr22PN3cPlwPIwLjZR6J6nttQPfj/Yjb2/cCpWuukb245LsAO0dgbUzJplUkkHgC0m9F3CNBoAcBzD9t0CnEmsot/HWwnALgMyBGRqzFlBfbuTDb49pv9+X3uHgS1i6LtOQSDNZVO6WVkUkkq2RTjirx+no3RIGkq7N4gSwiJbQcCXhYvHsSQIZb/DX4RkTU2r1fDUt1/zQC1bG9MFtMF1DbDeWKp7r8i0b6TTcjpciRmgVIK/Kp16zEnEZEs4CNg/wiHR2KyQo4UkUkikgzR8FOw/p1MB84B/hPhWK6di6al1ZL+moXRcbKEiPTElCfGKqPLAN4RkVExMgEXYLIarZTjAcyUnW7asXRQIpEs/T8w5k/D47baydwkXtuhFaM1QeBKpXgJo218JKZcZwvGefQRrVkY7XwR2SIiJ2CC71HtfbXm/t9+G/4Bplx9MBDA/N4+pnVc7TurjAcOstj2DhF5OVkbJxF4F1gL9LTQ9ksR+d1iv/dg1ir/IPJG8Xbg9CKd3aDs+7Fqeh+M1tIpmM3JEkzW8CM/673D/73+jQWzkd2Zxxp6Ul7b4+2NWC7ASnEkxrCoV+gV/HjZgZcdZP2EdVfJLKyVuSdC3ZTWz4DDrZ68IbY0VhYmQH+e7VHVx9acJ1hZE6ifD5zwtD5/bRLG4ODQ4gmiVEqmm6wuUYPzEUnJdKNbVuIcYMZl+720c8VLQgqf73YnegCw+tlg2dG9LkqpezBzkwBwltZ6aqJ9xcIJADpEw1ZafwLtw7GbGZLMTJJaBIOaxb9VnRGvXfGWHJbMHMDAUZYSdjoD7zV4cHGYM2sE33wZO5YawEMx2YEcitxht+1tmKDK3wt0l6YUDf8YE0yz077GPnX69L3tBAAjOQDbYqnurzEaQ02mM2QHpXBhMr+upXaJ5A6leB74u9YUNMvg7PEskYN/4ZyC0aq0UsoXj72T1D7qVmgg4GLZwgGsWNqXqsoU0jPK6NRtM2lpZYwcNYf9DvihMi29IgsiZhZG4mqsBRwzMJmpEYXqRaRMRJ7DyD1YIVyz7B1MJojVrMdkZh89gSlFs8Ii4OskXtthF0BrfsA4hNpGRL4R44D9N0xGf/jiYT5wt1I8Hwy6NMbZtUGISDdMIPEwTNBxI/Aa9rK8BmA2sL5o6HgiISI+EZmECVLFuidswoaGZyir7185qvhlzPPtcEygaBPGWO3FIp3doHnLWDX9fOBxqJWeloXZED1/rJr+AHDD3kzvAvzBSp8uNL1Zze8Mw70zAfmhaO2V4lhMEDVa4G4fYK5SHK81nylFLiZQdj61NyQfO/nkYZ8OG/Z7EOuVNXaom/H3DMbhPa4Z1BY6sDW+UfTp/dSKPy7XfRuaWjQNI+FjCd+mlB8xQeZP8u9YlRYqoa4OBH8pIpsaOB4HhxaJRunK0iAlG23JWlFZGmyRAcCE3ssOHW9jbCGm8kQBw0L/H4lhoT/n2xpACKXUnRijPQ1cpLV+LZF+rOAEAB2iYSutP4H24RRg2QwCaEBkPR4LZvuorKivi+X2+GnXvgSXS1NalElVRSq/fLA3qemV5A+Nm1jWYDHQMAJEmCBqDd99Y0nvmAAedymZf25H6QpM0OK7At2lSd3zQryL2VWJu5uOyaL8hLCywxUr+vPjj/uw775xM6NfgajlXLsEoeDfs0QOilSXux2nFOO1brnaMiIyFON2a4WrROROEdnegOsNwoJpRx2ibS1+inGtrFUau2JJH6ZNPZzSkvq3gbyOW9hj+FzS0iv2Ab4VkX1FJGZmXUiewU7g/CwRuV5Eot2j/w8TUI3nWvYrYUE8ESkUkWcwxgPxWAlMsdDOKt9j7gdHWGh7u1+7HRF1h6QiIvOAk0JGOnthpFBWADOSqVMqIn/EfEfr3neOBNslxMNopAAggIh8KyITgCcxupt1+Q5jJBTJjCsmRTp7FaYsM6mlmWPV9JMwZd2xuA4zx12IjXVTd9bzK6NJowI3wT9v0F0jZn4qRSZGfiRe1l4G8KlS/A/jvltXRuVo4Og33zzliz59VnyamVlm5f5ol1oB7Tu0bJms5AZiBDcB/Lj5yZpxeyrGZOd7ABHphHlGa2CRiBRaHOcnmHljfwttN7Y/Ytu49kds82CMvC6mdla8T0ReB24REScz0GGXQqOY8VIRM15KRGKu5QUAE3wvlbEUuLXWO5RS04GxmGfvW3XbhBx7qw3CbG/8KaUEkwENcIXW+lm7fdjBCQA6RONnzIQnM17DEJ814FovY93prZTkLiRrsWlDoNb/Z2SXstt+8+k3YhkpaWZHIRhQrFmYz/wfduPbNw7kzNtfbqzhROJrTAl0LVau6Mv27dYriytJG71Dt7srmQOzi1+7fR4VuBBTyhhr4usDLvRrd1Ap3sfs/HcGmDbtCHbsyOKAA74lPb1WSSVVVV4KC/Ne7tp14zmNWPbUUriJ+BlRvYApSjGiodpTjYjlMlhMoO0M4FG7FxGRQzHGQ3aNLMAs8pmopnbE3LfaA4UwetqoO359EbN4AGD5kr6898oJaB05EaNwS0def/Y0Tjv/VTp23poP3It5T7HoBPHTKMLIwJh9RJRNEJH1oc/jQ6B3lD5+Bo4TkbruO3/ClGXvG+P624ATRMTelmwM/NqtPSpwGubeEWvn449+7W6w0YKDQzREZB3JLW8P7/s64L4YTVrcHF5EfhCRYZjy5KPYaeD0pojMatbB1WGsmu7GlBhb4eZKUu5ItSGb6sWHRlFBWimoh44Y94nasK7bkeVl6cdsL8xNraxI2wS8C1kjsCcNc3Gc44c8+ugVc66//l6rOsm/YX0T/rG6L9yh5eHJShTm+VXPsKWcNL5inJXsv2rcIjIGo7V5Ajvnhz4ReQO4S0RiaiGKSFBELsYEAmPVAwYxmaUpmE28SFFKL8bga5yIHHzrrY48oMOug8nia3mBvCbGygfwEiYAeIZS6m9a67rZPzeF+lmPzUoxpdQtGOMngD9qrevdZ5NNi5s8OLQMRKRYRF7AaKJY4eEGXO414E7iZ6AAPCUijVammpG58x6Q13Urh5z1OWmZtde8Lrem97BV9Bq6mukf2K0ebBArMROVz6mzUN+yuYPdviLtzlsmtCt7HkZ83A0sBZ4REVsGIn7t/tijAsdjstcizQ4LgLP82v01gNZUKcXd1EzaFT/8sD/Tp+/FsGG/07XrRkCzZUtH5s8f9nN5ecZZWts2DGhVKEUq1g1IdsOUjTV6SXqC1FNNT3J7RORCjLtWQjOewrl5701UU5/BBOrCy54qfrtvjzd3v+63JcrFQL/fzSfvHhk1+GfQVFak8enUwznjwlcAThaRP4pIrFLtRH6fY54jIvNDi/ZJmPK8gZhs41mY0rj3IuktikhpKHj4T0zwNjzNUWN00m6MoUGYMH7tLvKowARM4PtydhohVGHcVR/0a/f0aOc7OLRkRKQzFt2GbWBVd69BhDIgv6ARsw2TxOFY17r2bKHjiB42pE8rSCOAG4XO7JW/+rOhwxeM2Hfcj2lgZCGWLhzAzJ9G/SWwttf2CtIIJlG2r7S03YgZM/b6dO+9p8fbXP8U+CPG2CReEPLfEsWA7w4tD01W8rruxK1kcg1VmPSBYfDRF0dSUmxVZhYOPWvaEExGYd3AnRfzjDpRRP4gIh/F6kdEvhSRYzCZ65FMQcoxG1RvYeYD8f4BegBvBQKBC9zuxpJYdHBoWlpiGW8zYCVJ5AlMNng/4H2l1Nla67lKqXSM9NJVoXZ/1VrX2vBWSq3ErNuf01qfV+fYtcC/Qv97i9b6gQTfgy2cAKBDLCZjSgrqlcTW4VlMaUdCiEi5iPwBo9kRVVQbUxLw5xjHG8zuo1NwuSjzpFRmjD/zi3rBv3BcLs3YY35uzOGEsxI4QkSWhWXr7CxdtH//TigoJiIujN7LjdTf6b0ltDt7oYhYFmD2a/cHHhXIx5QhTsRomxViNMbe9mt33X+E+zB6RjXBab8/hTlz9mTOnJo2vwPH7+rBvxBHY89R+QJabgAwEL9JLWxldorIXpiHeEIznsrClGkr3+n7PJHLitJ8JSln/Xb/Hst3v2be54vnD55QXhZPrtQMY8Pa7mzc0Jku3TZ5MOUFz8Y4aQtGA8yq7moJsCpeo1CJ8P9CP5YR4579RxG5HZPx0xXjmPaliDSqOY5fu6sw+qVPeVQgG5PtWBh63aEJCQWsugMVwNJIAWMHW1xAhGyqBrAU+CqJ/UXEuNgyEaM7Ohxzk1uEKQt+XWuiT6qanliZy/XYSJe87qwvVRYrY1bQF+OxqVi9uvfYVSvzyc3bDoDbHWTwsMUMHraYr6cdnDvjxzGUkZHUIOBHHx2l9957+r8wG4R1NfqCmLLjK0Jz8EMw84JI832NCUbXSn3LV2sURlfySCAbLtystgafPP+KZ8YTllHYb/ty5ny1p6Uxp6RVft+9/4YHiZ21l47JKB0uIjElTUTkUxHpjZlfngTkYbQR98T8O9p1sx8xderUvU844QSbpzk4tEw0LpXgknBXIu4HoLWuVEpNxGxsDQfmKKWKMfeR6hv3g1rrZ2xe+/6wMfxRKfXHGG1P0lonpF1cFycA6BAVESkQkXGYSUG08oBHgWsaqnkjIj+KyAGYL0JdJ4sdGI2WP4cWm0lBRBTQAbNo3HzrrbeSmeWia0/3+7k9l56a3q4iTg+gGkNiuT6PAzeLSBGAiCwVkeHAqZhSkCGdOm3xYM+FNGb5RCRCn9fDxM4KPQXoISKHiki51b792l2OmYw+H6+t1miluAJTDn0dJiW7mg2YAM99Wkd1adrVsOPWnUj7pmQ2RlTfKnZLyq4ncWH0mfMfHpZKHE0h/46UfrPvHLXkp/SxVjXqAFi+uB9dum2CON9jEQmIMe6waoDyvJ3vYqKEgv7NVm7r1+5iojuzOTQSInIY5nt1ZNjLG0TkCeA/IpaNbRxqc2iS+5vc2FIYStEFmIrRRAynC8at+FalOKYF6dDaCrD68bqLyf46h+Kj47X14WExg8JeUUx7/wjyOhTSq3dtGbmDD/+akqIsFswfShkZJK8cT+2LCdwNwcyTUjEbQt8At4tIzcaQiMwWkYHAiZis6h6YDLlvgMfrbubkqzX7YTaLdgt/XQddt716/+kLjjn/fbJydwAwaMxiFvw8lKryNHbq6EdEjz3mp1Ks/btkYMyrro3XUEQqgBeAF0RkCDAd6/JG9Vi1atWxiZ7r4NDSUGH/bcNYimForX9XSu2BkSc4DiOtVATMBB7WWr+bwLVV2J/xNvaTtinoBAAdYiIiK0RkJGYhez7QB6PJ9hNmUmCr5DPOteYAh4Qe0IdgHvAbgKnJLPsVkTTM7voV7HTs8T3wwANfnnzyydx4V/v/ffPTopNoou+H1qCi33v/KiL/rPtiaEJTEzDzKr/CaHxZLYl83P5IOQRrJeH7YSZljaYxGMrsexV4VSn6sjPraKHWJE1rrJVg9/225M/nKeA2rAXpCoE3rXYsIllYdHCsw2bgifmP7Pa+Drp+tHjOEb5yr9W2AFRW1CRoWBE5z7XRta2MPgcHq4jIXzEZ4XXphtGzmSQiE0QkrlOWQz0SDlBE4C8ikkwX7nooRTrwMUYTNBqDgc+UYi+t2dKY47FI3MzoOqz8iX3mjuXno3OJLjIfRPENB1FZxwxZaxfTfxhbLwAIsO+4H1g8fxAugknJAhw0aCEHHvhtFvXF6Dtg5vEjROTE8MCeiFRhJHliOk/mqzUHYbT1Iro9lxVnDn33sRNKT7js3cys3B2kZ1ZwyOlf8PnLh+KrjLZ+1Qzbf953fXdfOc7SGzRcHBr/RuAjsWYIdjsNNObz+XyRyokdHFolQZzwnx201pswm55WpZfQWveJcaxZPn4nAOgQl9Cu8Uehn6a43kKiW2w3tO88zPuoK97nLS0tPfy5556jS5cuR7drX5rwd6Nwcy45ecW43dY224u3Z+3IaV9St/R5PvAPEXnFSh8+7dFe5b+dOBO3EJ9jdnXtcqWNtpeLyL9FxG5Jp220ZgUhY4Y2il2dsxariyYia0TkEXZqaURl8W8Dv/r87cNSRCgPnZuHyVwYiUnHXww8Kztd+7oTu6woEqdgNiAqJ06eeredEzMoyy0hO2abTl03svvI38nN205O3jYwJdCzY50TCmTGMwoJ5yBgTtxWDg42EJFJRA7+hTMQ8/0Z45QE2yaWDmgk3gBGQE3aWRBjmPYfEfkqieOKxgXEDv5V0wejOdcSnBRex0iKRAxkReDZcjL6fs/+DGcuPViHq07iSDFZ/Mi+rKVXxA6WLe5PSUk7srJ21Hq9Q6dCeuSvY8XqvlQ2MAC4//7fceihcX35RgBfi8jeEltzthb5ak0K8ApxPjNfZWrmR88dteDUa99IAfp3zt/MMRe/z2/f7cHKeX0J+Kun2JoeA9YxbP95dO2z8UCr4wiRzs7yuTIReR5TLVMMICLpmCyd3kAlZl59ss1r1MPlcjkSEw67DBqlk1MC3FxhxDZfvpwQTgDQoc0QKmF9i/rBv1ps3LgxVv19XJYtGEBO+2IG7WEtOfK7Tw6cfszpH/4JMyFTmODnj3bLqn3a87pX+XsQ2zXwR+AUn/bY6jv02R1j45R8YHdCgYccVZwDnItZJPQH/MAMjKPce0U621kcJs50TNBopMX2cd2lAgH4/vtUnnsuI+/jj5nFzsDU41rzS4LjtMr1GJ2eSdEazPxuT37+fJ+TgCO6ugquuuz2x/phHGnrLkokVC57Jdiwb9zJ97LT+bannRM7sXlzCdkRzXbS0so5+g8f0mfAyrqH3MBMEfkPcFOUAPqR2MtgOB140EZ7B4eYhJ4Ht1lsPgKzCH+n8Ua0S/IKxgHVCj7MpslmTPZlBrDRjhZvErjcRtuLlEKaO1v/Z7331rFq+lNY29ycjjHKWOsjhV8Zwy+MoRdrSKcCPx4K6Mo6ehB7Iawo2pZTLwAI0LHLZlau7pPIW6lhwIDFVoJ/1fTCBPHjuQqHcyJmMy0uO7ZnD33uznN2O/cvz3cCzs3uUHLB/sf/wF5H/ELR5lyCWpGVu4OM7KQo+2RgKlT2F5GnMEHmXiQu+RGVrKysWcD+ye7XwaE5aP0uwK157M2HEwB0+H/2zjs+ruJqw89sUZdlSe69d4yxwcamdwyY3kvohBKSEEJCQgIHwpdKIPReQ++hhBJ6sbEBYxv33otsS7K6tNqd749ZWStpy70qluydh9/+jO6dmTtabZn7zjnvSSYOwxgWtylVlWks+mEUfQetJT0zvo/g4jkjWLVkUFBEZmM8BFpEQPvu8qva6RhvlDOoj3iai/FrfCqgfc0x4U7HvfdAZ4AcVTIeUw20R6PzR4YfM3JUybQdutP2Zswr6Ql7Iv4WE9maaLH7rNbxo8GUoudee3Xp+uOPKWD+7uPCpyYAlyrFm8AFWtP0DqYVEJGAiJwPvFhVkfr7lLSa/T0eTTDoYdXigcyftReb1u68/8jU2vPk4jnDGTEuaqFZL0Z07oMxpt+Es2rjYArvREZGuPLR682GJSsZPLTx9fz+Gk77yat1fn+x5vwrIEdELo+yEeC0+Edz21ssiZiC8RVzyuVYAdAtbwJrSVyEDeB5Ean7QHFepraVUIoc6u1UnNANU8grakXZXcyvgZEYi5NYrAJOn6knamBlX7X+feBYjYeFjKLW5dJIqdj7ry2tyHnAAV+77XKeiPzGhVfnqY0PxNtNrg34TwX+DNxddywlLUDXvlvdzdI5ewH/aqvBgcBBBx30Jg6yFCyW3QGNalNvWEvHpMMIgEqpEVrrNkn7tFjCXLErLpKaVk1JcQ5vPnMKx5/zDp06R9+EX/jDKD5751BAFbfm9QPaNxM4z69qL8X4vVQEtK+lRuyV4YebimmFOapkIPA/TERXLCYD7+SokoN36E4tjggQER8m4uRSTDpUECOuPgx82dKCNR0RrflQKc4Dnia2UPsqcFm8ccI3ch/9+GNKvDuak4HXleI4rWmTyE0R0d1VwTvALR5PEH9KgECNn1AoemrUV+8dxKCRK0lJjfnyORojQjyC8SZzwkONXiufY8RER3gJfQY8j/FK2vl87jvlu3jiXySXYqKAGns4uRVe20SotSQ1bsS/5rTf7RGRAZhIqQpgUUQksdP+NSJyGqbiYLyI37mYYljtSeMKs23Vp9WZqSdWTVKzjsMUVbqahhuV5ZjiEbfM1BMjP7R/AxzoJZSVRTk78KEdBpr5fAHyu0bf6yzcmk865QTwEYp/exaEpnnCnTsXMmCAW1tD0jGC/rsO23eJ/KH+CzKWcKl/MfPDiR9MOnrWOLcT66DcMmLECFvYyLInoZI9ik4n4ROwa2qYxkAplamUulQp9TUwvz3nYkkKYlUyblUGDjd2dNsLuvDsfRfw4etHs3ZFX4q2dWbblnzmfzeGFx46m0/eOqJO0HirLeYR0L6qgPZtaAXxj7AQ8qaLLsuABRifn3jiXx37Y6oat4jwTdcPwOuYlOWhmJvPczECzn9FJL4x226K1ryI+V3/DqzHeECVYl5fxwJnak2im9DraFTVLwZH0Qp/rwRMBCaEQl6qq9Jiin8AgZoUls5NWP/mGkwq7GoH115G01TpV3BWoANMKt5rJTr7M0yU6zIAjyfIXhPmORwCiJ6a9gnmb+uUD91c0GJxgNtNlD1u0yUaIqJE5DQR+QoTNfY15vtonYj8JexT6ma87zCphp9GOV0NPAEc4rD4QVtSiBHLnKKBDW00F9fM1BOrZ+qJf8JEWx4OnAUcB/SaqSde1Uj8Y53u8yNwDOgCLyHScZ7COnLMItLSmn4NF23PZf3q3vgIkUdReEzduPhdBWYTK2oFks6dix3PoxFxLSVuUHfk3aDu+NUN6o4PurN5XN3xxOIfgOq6cNboV6qrWq14ZXuhgdtow+J2Fkt7oFFKo0j2R7LRLhGASqkDMNENp2MqnSmSZIFoaVd2yTu8a49t9Oy7kU3rehEKelj643CW/hhTnNiKi0qm7cx9OC8+cP9dt/4qmzg+blG4CnjO9azCiEgXjDgyME6zY4E3ReToPdGUPlwQ5bfhhyuUwo+7KNmrMRFubcXRbhqvW9mXMRPj7iONwEQvHIlJlx4ao90iYKqINLjJektPqzxRvX0dJsoyEb98S0+rBijR2V92UqUjgKMGDVt5YVZ2uZsCHlPDosLO70cRWSsibwMnOeivaV7Fb4slHm6LyuzxRWjCvoh3EL0yYFfgRuD0cFXktS7G/RE4XERGYjZesjBVT/8jIh2hki5aU6sUz+PcS+5drWmzHNDmMlNPDBBdbG3COt1nel+1fnD/Eav/VlGWfvWKjUMIhOKLXCmp1Uw68Juo5775fBJ+ancuUrMoJ4OKV7fT5VXM99YO4AutKVaK44iysRpvkywBW2KduEHdcRlwTyVp6YXkkUUZBYQifMMSL6tDQe+ABTPGMP4wVy435bRuJezmUIR5bt7HZAQsAQgE2tW60mJpVZxGL1v2LHaZAKiU6k59EYC6G6/Ibw6nkRUWS3NZiPF6aXMOm/YJrz1xOtVVcQulBYELt+n8+EaBLglXPvMBZa2Z7ioi00XkL8DvEjR9H3gAk9rrJmV4/xxVonboTs2d8w3EF//qOAwTvdaW4tXuyHCc++MBHKAUqQ6iCpuLm0IX1FQ7KvCbKyLfiMjemOIYV1Af8fgjJrriZRGJ+p58S0975kT1djomkjDaBWuAa97S0xq8tkp0dgj4QOStWtxV8E3DvJcb33H8GhMZ1KVJj4bcJiIrXFzPYnFCnWfteIftk0GE/inRxb9IhmCqIo+PUeAnJiKyiI7hmReLu4GLcXZfEa9Q2W7DOt2nDPpcIyILdxR3uveV585Uhdvyo7ZNTavi1LNfIy+/aULG159MYcWPQ5pUFPagx2nNpVGG+5Io3yNbtnQjEPDh97va29wM9BGRyzFi1/9EpBLgOnXXFZVkPbyA0Wyk106hwEsIDdS6uIVc+N3IwLhDfvB7PI6Xd+nA3zBrNSfrurbgZ8ALHc02JrzZcBjGjzEfKAbeAd53+7lisSg0SZgB24AO9QbfRSit2+7XVkp5gRMwot9UjGdF5KssgInEeBp4R2ttt1UsbYaIHIMRp3YJ2wvyeOvZk7aVl2ZFu0nfAFy6Ted/0BrXEpFM4CJMFbQx4cPbgCeB+9xEHCS4jsKkid4M5DQ6HQAeB34pItU5quQIwHE5ujD+5lQEFpFUzHMaffXdlO3AN5hU2eeArzraIm9XoxSTMM+JG/K0pk38cLqrgl8D/3DafsjoZRx1+v8SNRtRt4vfEk5Ub/fGRLucCORiIgXeBB57S0+LacIfFh7nuLhUiYg0fp/VjTUGU1hhSJTTtYAAf07213VLCAQC44HvgQl+v7/FRZr2JETkeOBtEt85fAkcKiJ7rNG4iHiBlTgr2AFwkoi0ifVHW7Fx48b1QG9gQ69evaJWRFeK8zHr+XghJb/Wmn+2wRTbFRHZt6oy9VcLfxx9xtzv9/ZtLegGgD+lptjrCT5y1k9erO7cufia1PSaPACtYdXSgcyduTcbV/WO9SaaW6C7jmt8UCkOAr6I1uHEE99kn33mOJpzoMaLx6ND1RWpHuXRpGVWoRSFwMM/PjTm6ZwtOxZO5wBPTRS7RiMAOtp028lp17xC5y5Rs5dj8ScRuVlE0oBrMfYmu5ogMBNTRO8lEQm09Hsh/HkxgnA0r4isdtF3H+BZolu1rAIuFJEv3c7JkrxMU2/1B7U6mSVADdve1tO6tvc8diVtIgAqpYZjRL+fYKp9Qf0iUWP8kO4Hntda28qfll2CiHgwnjz7t+Kwi4lucF4N/HnmZxP/9O3nkw7BpLt3BUowIuRb23R+qwjeItIHU2gglndbOXCaiLSK2Bi+ZibGJ2cCRthfBjwrIjtTSXJUyWBguYth1+/Qnfo2cz51C7Lm8h1whpuF2J6GUvQD3DiIVwCdtKZNdpy7q4KBwAocbk0ec+Z7DBq5Kl6TxcCo9hTEwp9BizDFaZzwuIjELNwSLnhzPHA+5ua8EuN1+aiIbGrhdJMeKwDGJxw19BCxBZ9vMWnse/Q6T0SOxnwHO+VtETmxrebTFjgRAAGU4nBMoaWDG52aDdyu9Z5dDTq8GZm/fm3vwPNPnl9aodN3RpP38G0+OSOr/A2/v5aKsoxEGSIArxXorqc3PqgUCpPBcHbjc7m5hVx++SOkp8dPLNm2IZ/PXziEYI2PYMBE8mV2LmPIhGUM2Xc5pZ9kV37y7RHplWRAlAih5giAJ1zy1uLufQvcFAT6QkQOAQj7Z27ARMW3F98AJ9x00039acb3Qnjd/AvMRn3kWncWcA+mmnfM9YmIjMMIv/GyI6qBo0UkqkBssTTmBPVOfyDpBcB39AlWAGzWQErVCQKXYFL/dp4K/7sZU11LA7dqrW9rlQtbLC4Qke4YU/yxrTDcxyJypIiMxqS+DMRE3swEnt4VNz3hndFvqY/6i0UlMFlEEnoxhUWKdKCipWJJjir5EjjQYfM/7dCdbm7OdUTkAOCr5vSNYD2wv4h0GHPyXY1SfI2pCOiEJ7V2XhW3OXRXBW9gqg7HJTunhHN//hwJ0ot+JiL3t9bcmouIXItZ7DthvIj80Nxr+VVtNnAG9dWwfwDeCmhfTXPHTCasAJiYcFTrLzBiRJ3lwzyMDcTTsdLp9yRE5GcYWwCnLA57+nVIwhFKU4H9MCm9Ky+88MLbUlNTe5FAAKxDKUYCe2PuARYDc7ROykyrnXRTW1OAtUB3h12OK9Bd34t2QilSMUVgmvgs9+u1mrPPeZH0rOhvvW3rjfhXUxFdS8vOK2GgZyXfb9sv5sTqU4CdywanXvXqP3K7Fd/guAN8KyIT634QkV8Cd7no3xZMv+66636ZkZExCxffCyKSD/wP2CdOs8eBK6JFS4ezb2YD4xxcbg0wRPZAn2tL63O8FQDRsP1dfUIiS509ihZ7ACqlpmAKepxBvWFr3euoGlOB8mmM6GJvOiztiohsCYtFV2OKTgwIn9JpaWnTQ6HQATU1jl+m14THXIDx5GoPziGx+AfmxuwPmPdpE8KLi6Mwv9NUjL9ZpYi8jkkhdpsaWsc/cCYAltG06qobWkO064NJMTmvFcbaXfkXzgRAjcMb3vBrq+49dyBmB38t8AxGIIiXE3Qlpnr34FgNvN7awNFnfJjIW+gDjL9fR+BBzHttWoJ2v2uu+OdXtV5MCvAvaBotsNmvam8OaN+jzRnbYokkvKl0iYj8FFOYoFJEGlcv3dNxGwXdYX26ROQcTKXTBunMzz33nB41ahT77RdbFIpEazq6Z+Eup0B3remmtt6BM2uLOcSJKtWa6nDK9T2YtewBQCqwNrAxpfKt+086cvC4FQzZZxnZeaWEQh62b8xn6XfD2LCoN4RiZ2mXFnZipYr5lQvUlf/Qbqpnfpjbrdjt66Hxuu5uzNr0L5jMk/Zgyttvv33wWWed5bhDeA30MvHFPzD30iswv1+T6+JM/APoj7HfetNhe0sSo1GosBNgEpN0+mezIgCVUt2oL+hRl8oU+eR9gxH9XtJaF0f0C2EjAC0dhHCkWz8gA9h80003DZg+ffr3n37qqAjc8yLS7kKRiMwEJiZsaAhizJ43NxrDixFH4kVz/Qm4pTkRgTmq5I9AvPd7JXDyDt3pQ7djRyIiX2EWwS0hAPSNTGVOJsKpRXdj/Hbi8XOtEwuA4QjVpzDR4dHYBpwS/ttFpbsq6I4RzU6iaarhDK+v9porbnrkJOA3NC06E8T4YF7bkSKRRCQFY3B+JU1TmgqAP4hIswQ6v6r1YDyCEhUb+WNA+25vzjWSBRsBaHGCiOwPzHDR5VkRuaCt5tNcROQa4L54bfr27Vu1bt26LGmHYgPhtcpRmIJVQYxI9nV72jq4pZvaqjBFceJVTF4BHFagu65rzjUGq5UriVE4w0OwSbGRaHippSpBDTeXUYBTL73lsZkYUc9pcbjTReS1xgdFpB+m6M6xQCdgK/AacDhwnMOxm01aWto3119//f7E+F4IR/deTH3k/dbwfJ1QiFmnVzYa82+YNY5TnhSRNs3QsOwZTFX/7a9Qq9t7Hu1M4X/1VKce8nsEzY0AXE/Tgh7rgX8DT2mtl7V0YhZLWxMOs19d93MgEBgwefJkZs+e/dKOHTvibe99SPzF2y4hvKs4zkUXLyZacHOj438jvvgH8EeMWOM0dXEnO3SnP+WokkXAjRjPwDpCGBP5W3foTs1Oc4zgLlouAPqBIzGFQZIOrdFK8Yubbir5yWOPZeZs2dJkk30Z8AeteTnRWOHX51PEFv/AVLF9T0SmiMiP0Rps0d22AKd2VwX9MVXv6rw0P9iiu4VfN/KDiNyN8cLbB/NaX4KJMOxwKd0iUgNcJyJ/wqRODsHYB3wHvBk+31wuxFml4T/5Ve1HAe1rbnSvxWIxzMSkPTu1FulwVZFFZBQOvt/XrVuXhskUcL0WaC7h75KfAr+jaaGVoIgUYrKNHhCRDi3UF+iuupva+lNMcZzraBgVth2T1vu3At21JRYyedEPa0fiH0DQQYCdArwECSa4lUxNr/r7+b95NgXjW+j0vnMV5m/aBDFF7W4KPyKP3415jVyLWSdEUhK+dobD68ekuro6qt+2iHTCbDie2oLh8zC2Jy80Op7rchy37S1JiqnuvdvsobQVSfcENFcA9GGeLI3ZdXkI+FS3ZUlhi2UXoJTiqquu+vtf//rXZzGLiKMjTs/GFK95pjW8NSapWXnAUMw6atlMPbE5Cz63aRAN2otIL0yaoBNuEZFHG+9MOmGH7vQq8GqOKhmLSeesBX7YoTutdztWHF4H/glc38JxolZdTRa0Rm/cWFZ2+eVlOe+/n7r9yivz/4oRa38APtcap9U8DyC++FdHFvBnEqTEbtHd1hDH/0dEinDnw9XuhG9cH2it8fyqVgE/d9HlZ7iv/GyxWCIQES0iN2EEi0ThUP/FFCPraFxD/Oq9kVwrIvdF8yprI/5ObJsVL0bsuRS4VETuA37ZHhGKTinQXTXw725q67OYaMYemKJa84rIzQXO8KvabkAp8GFA+xa4vEQRUdYxbpL8nAiAQFhQrCWEJywk1JOTX8zeB81h6N7Lf0mC6LWaKj9b13WltsZHanp1Sefuxaf99R+/c1UoL7wu/5OI/B2zdu8DVAFficgyEZkAfEzL13hNnhwRSQfew7mHcjyGRzlW6HKMolaYhyUJUGiVhBmwjdlV32UdhhZ7AGLC8YswH7LTW2E8i6Vd8Xq9iMg7wDsi0hnIB0pEZGtrjD9JzRqLiYY7HXaWUaudpGa9Bvx1pp44x8k44ZuOZUSvQhyLxtG5F+P8cyAPM+d/u7heA3boTvMwkRKtTvj5uAFYinl+o6bAOGCPrlgZj3Ba/Ik9e/bsUlBQQDAYzL/lFn6JSSld6fKG70oXbY8Xkf4i4qYK8R6LiGQBh2Lec4XA5yJS6qDrYNxFBZ/uV7UXBrSvw94sWyyRKEUv4AqMV2tvjHDyOUZI/6S9Ck2IyDtiqiI/TOyNuU+BsztoympUf+AYDMF8zrR5tJ2InIw7j+WfYfzH28uX2TFhIXAxsNivavOBxzCbZg3WZH5V+xlwbUD75jsc+i3cbQQ1wUOIkIv95UrSSaGavSfMpVPPEnK67KBHv80ooyukxOxXlsa8T/dm1Y8Dd1YjxqT1vv3aHcvvA/65TA9xKwRWY7JLGh//XkSmYDaKj3UzZiQ+n28dTdfd19I64h9EFyP+A/zWxRh7dLVtS+sRQln5LwkVUKe7fY15D/MBpTAf1JcBXyqlliml/qCU6t9aE7RY2hMRKRaRFa0o/h2PSRc6h3rxD8yC7yzgm0lq1kkuhnzMRduPRWRlo2MToraMzXiX7XcpYRHwEUxk5VGYwhNuFkLlwPttMbeOjohkAu8Cb2zatCk1GNypCfXGLDwXi4ib1Ban1Z/BfJfs76L9HomIdA6nMW3E3MA8Hf53g4jcE96QiEfjtKdEpGIiMC2WDo9SnIjZxLoFI0KlYzboTgU+Al4KV0dtF0TkcUzl24cw0Vt1fI2xJzjaoZC/Swlv/Lj97OjWFnOJwnXN6PMrEWnuBuAuJyz+fYkRtaNtyB4KfO1XtU7XXw8SJaXNRcEOvN4gw8Yv5qgLPuCUn7/GyT97nYNO/YJu/TY3GFpjxD9Q1JDGgtlj6N9vNT377xT/YlJWnMn7j05l+eyhkeJfHb0xxTD+M1QtjykgukVEFmJsNyqaO0aXLl3+02hML6YQS2sxJ8qxb3AuuK/GRBpbLAnRKPtAdcRNuTalWQKg1vp4TJWhP2J8GlT4MQi4FVihlPpMKXWRUsreXFgswCQ1axjwCk1N/yNJBV6aoL4foxTHKsVvleL3SnGaUlF3UZ+gqadfNDSmsl9jWpRC3J5kqMrRGaryvgxVuSJDVW7NUJULM1TlrRmqsreIBEXkIxF5EOMd5DRt+RmJX5V2jyTssfQ88XfF04CXRORgh8O6vRGP977Y4xGRupvAn9O0cm82JsLgKxHpEmcYt+JCiBbcCFksuwqlOAhjORPPw+sM4PFdM6PoiMgCEbkK6IxJNUwRkQNF5LnWsA5pC8KR3WUuu7W5kCkifQCn3zeR1HkG7i48AIxM0KYT8Jpf1SbM2FihBy3GeOE1QhFyIAJm5+/guKvfZf9pM+k5aDPZuWV0yi9l4F6rOPbiDzjs7E/w+QMoQtTibRApWKEzWfDemITX0Bq+ePEQKkoyEzWdirEIaU2Oo/legJuOOuqodxsdGwUMaNGM6llHFPEuHDV8EZBofVoFnN+RU+AtHYsOIL51hIeNAHSK1nqj1vr/tNZDMJWXnseE3avwuAdhFmKblVLPKKWOao0JWyy7Mb/EQfWzbeSnzmPsdEyk7V+B/wNeBdYpxfUqIlo77Ht2PKZARyw0cI2IfBTlnNuCPe1e4CdDVaoMVXk7MB/jWzQIU0xiJHAzsCJDVZ5f1z4cvXkJiU1e5xF10ZwUHAic6KCdD/N6JF8VZuSrwgvzVeED+arwsXxVeFO+Kow0aHdbwXCty/Z7Gk9hivTEYzTGZDwWi3D3PH4c0D5X6VUWSzvxN5zZVZynlOvI9lZHREIiUiIiu8v760MXbQsx1bHbml4t6Nta6Zhtil/V9sFYqzhhAAm8cutYoQf9LYvS//PSUHM2N7uxSc+u4PALPyE7L7Ye3Hf4eo448yO6qgJSaPryXrFqMMHK+LeXm1b0pGhLjFolTfnpULW8k9PGDujezH7bgOP79u1b3uh4a/pG3xxro0BMobSDgbkx+i4FjhCRjugxaumgaJTuAAJcez9sBGBz0Fp/prU+H+iJ8d+YTX1UYAYmrD0yrc5GBVqSiklqVipwQaJ2m+jBSgZTi79xBBCYlJs7gPsaiYCzgX0xBUoid+U18A5wWDgSLhpPOPwVwAj8z7to31Y0qf7WiFTgmQxVuTOVWkReBE4ConnMhTAC66HJGP0Xxo1f34Ejei2+DVP5/SlM6sulwO3AqnxV+Gy+KswCnnEx5lrgCxft9yhEZARwgsPmJ4TbNyHs5eemwuj9LtpaLO2CUowFJrvo4ubzzGJw81nwuIhUtdlM6mlJdPLuElF+Ou7uxc520khEDjrh2rennXHjy+w/bTqDxy1nwOiVDB22lIEZK4m1Hzr64PlkZCdOmOg+pIAew7dEPVdFOlVb4z/9K+cOSniNCLJoWWXdxriNdg0BjwL7icgPUc63lm/070TkqXgNRGQepnL0wcC/MOuse4FjgJEiYr34La7QeKwAmIQRgK1RBGQnWusdmFD2B5RSe2O8Ac+hviR93TfO9eGIwKeA57XWreKvZrF0YHqQQPguI5N19IvXpI6rMabnL9cdCBdP+JmI/BZTQcwPrBGRuOnBIrLwllvkP0qR0Hewtsb75O1//mO7FsjIUJXdMNYDiVDAnRmq8u0KnR4CEJG3ReS/mJSSgzHRmBuAF2zxCSY6bfjdVxPYuqlbrL+BB7PhM3D+96NPGTNhwc0485a6K8lTVs5P3KQBPwF+H+Pc3cApmE2BeLyCMYu3WDo6bv1B3YiFFsOnmDX5RfEa5eTk1O7YseMvItIVE1l/NmZ9U47xYXwgLFK0BkswFic9mtF3d4kodxuNlvC5EJGLgcf8ebUegKHjlzN0/PKd50M1ii5Pb2P1xoFsJ5+66r1pKRWhgWNX1QVvJKTPvuuYvTiaLaFm4bLRLP58BCUlnfD5aunbdy377vsd3bqZ273yYtdxIAPcdojDx5j7UUe/p9b869Zb5fo4TRZjou8TpXHXUUC9h2Y1ZgP6HhGZ5aRzOB34y/DDYmkFkk7/akzSRQC2qgAYidZ6LnCtUup6zM7NJcAR1L/KxgJ3Av9QSn0APK21frWt5mOxtDMJxY0t7taBPydCAKxDRMpxWZnvtbtP+/Tg0744qVvf2Dr8uiV9+fzVQ/rc3tpOLO65hDgV5RoxCDiaiOjjsMj0TvhhqcfRd8G2LfnM+PgAJ02nfPrOEVePmbDgZMzzHy2itY5/A/c4GXQPxpHy76R9QPvK/ar2aGJ7OmpM8aCfBbQv6RY9lt0St0UAWq1oQLIQLqB1OSaL4GdEuSPs0aMHRxxxxNbnnnvuQOAFoLGB22DgpyJyF/Brl1Xjo80pEC7qdXMzuj/dkmvvQhqnkyYibvSaiEzGfL7HjCr0pGgG/2QF6Q9WUb0jlRpS8BCi84CiH3wpQcfp87n9isIFQOqpxcsG+rD6q4YRfps39+Tbbyex777fMnXqe3i8rl8a1W47xEJEVt3yR/lQeTlGa+LG/ugQrH+6TxW3xh1Pi8i9wANaY1b73rjjnoJJoc8ESjqqN6glOVBolewCoE7CJ6DNBMA6tNY1wIvAi+HqwJcAF1J/A+PDeJhN3RXzsVjaiU3AFmLs9mqgEMd+KAAHKEVfrV37rDVgoFrth+zffPjMMYzcfyHD911CVk79erR4aw6LZ41k6ffD0NpzwkC1et9VesB3LblmC3GkPkVwIEla1dclK3Cww/7jt3u5GfOn99768z9fe8s9kzEm3ifQ8KZkDXAXcG9LbxT3ANze3MRNvwtoXxEwNVw18lJgGCaNaTbwWED7VjRrlhZL+7DaZftVbTGJPZ2wEPFzEbkTuBzYD5NNsOKEE044sWfPnl03bNjgB14n/nr9OiCAqR7fUu4CzgSi2h7EYDG7TxXU/wF/ctE+mpdzJDfgIKXYk6rJ3q+E4Ed5+MI10tL6VH8Izv0zvf6GX9tBPOwgZ2dEYTS++24/QiFFnz7rKVjjatN7hpvGidj0cq8Z3U/efIw3Pf7SY/tn+VStzbjwPPX8Lc/pc6MKdbeo2xQ+tYHuFLCJboQUpGj0aGCiRjWM2fxzRJpuq4maFktzCaEiXaWSkmTcCd+lgpvWeg1wi1JKgKMwNyYnYXZrk/vVZ+nw9FBbOgGHYVLai4BPNuvuJU76ztQTg5PUrEeBP0Q7X4sv7qIp1pRwX2ihMVOBXsFaH/O/GsuCr8fQuVsxKak1VFemUry1M43emlcA7SkAuvX1cVuJNll5EhOhHZeVSwa7GbMHMElEvgROEpG+mFS+NMzr9sskT/uN5GuMZYZTHPn8BLRvNi4jgi2WDsiHuEsFfartprLnIyKraeSzu3HjxvVaa2bMmJGDs3uHG0TkwfBYLZlLsYgcCfwHZ+LUZsz3ze7y3TIL8xkdLZe2MZXEeW2LSBetOamyIp01KwdQVZVKekYlAwavJi2tqdaUNa6M4o9yCa/xlmTsXf4SLgqhlZVkErk+LCfT0Tp29ux9GXnWQlxk4S7G2N4AICJpmM30ALC5ORuI5Uuzjln/VF96nrWRlLymhUx0ELZ/2oWir3MBemOKXTYplHOLui0F+De16kw2RJyoUfAD8APoYzRqf4qA2zAWHRZLh0GHi4AkswhjBcBdhNZaYz5IP1RK5WH8jC5uj7lYLInoobbkBvHc74HTVMPUovIeasvTwB826+5FDoa6FyN692x8ItCMt2L//qtVK9iiNAjp0tqTqDLb6JZesIW4FTxbKpAmC68Ct2JSuGJSVeHaV33ni0lE1mH/HrF4GWOJkeugbTEmqt5iSQq0pkYp7sJUAk7ESuC1Np5SUlJQUEBRUZHfYXOF2TCM5VXqGBHZICITMYUOLsdkAuTR8B6mBngJuCn8XbNbENA+7Ve1VwOfkXiD87pwdHdUvvl40onbS/I9SxaMIBisf2r8/hpGjV3IwUd8Tlp6vRDozQyhUkMEq31r32baCyV3dXrp0iseo2fPuNbRO1kyb/jO/w/ioSZO5n1WVgnDhy8lPb2Cqqo0Vq0byODxy7eumD00kUdwCPj1Mj1Ei8gYTHTpObAz93h9OE38fhEpdDRxQ9+aglTW3DeAzOFldNqrFG92LTqgqFidQcnsHILlDdblfWOMcz8mQjUGCj5Q6M/19bdW3vKki/lZLLsEvbNma/JiBcB2QGtdiKlk9K/2nYnF0pRMVb5vBp7PvYQyop3GFOQ4rIfacshm3T1uMZuZemLBJDXrGExKai+AEIrVDGCbozoJ9XTqtIMLLnjmE5HQ9SLipupnS2nvb4lncL5ZEMAKJY4QkWoROQH4hCgCdR1eX7AyVONNj3U+CsUtnVsyICIVIvIbTKXBRPxGRFpSHdNi2R25A7NhFa9gzhZgmtbU7JopJRebNzsThiI4qLWuHY7yei/8QERSgEMwkWDlwFcislsWFAxo30y/qj0GsxEULS+2GiP+xVzrdVHb9g3693+0JtA06SEQSGHu9+PYsLY3Z1/0AukZ9Q4SQY/3/hc5e2AQnwDMnDGJk0/9T8I51wa8LPpuJClU05ligqjVReQNaNwuM7OUY499n1GjFuLx1N9ma/O/Mws35hUXbc6P9Z6uAS5epoe8KyJnYfyCGwvQfYDbdICrbzny1vNv/eiWjxNO3mCUUK0oX5xN+eJ4NsUR7SP4+u/T++E0cr9K3XKLuu2ZW/XNu0tkqiVJsAKg9QB0jVKqU/h/tda61GXfbMJPuNbaURqlxdLWbNu2jVdfffWq7du3e8rKMlNGjzz47PVL+vpCIW+8biMxhtPHJRp/pp744yQ1ay/gMg0/Xc6QQcUJg36apkmMH/89ixePzJw9e/xDf/5zzT8CgZRKYCFGQHhNa8feIgsctmtu+9bmc0wKcqIKpwDPVOj0gjaezx6DiCwWkf2AP/p8vitqa2sjX3RzgDsDNf5DMT6uTtgGzGzdWe65iMhjIpIF/JPoHk4hTFqdE5HQYtmj0JqQUlwIfAP8EhgScboKs9lzi9a7TfXX3Y5g0LV20WYWHCJSg/HP2yMIaN8XflU7EDgDOAvoiinI8iHweED7tsXqe/PNt56Z3f2C5wq29Iibf7tta1fef2sqp5z9BgBas/S5ygsqiFi7zv9xL3r32ch+E7+NOY4OwpbXu7Pvju8BUGiWM6RT43ZZWSVccskT5OYWNxkjXCDjhON++t6W796fcNqSmSNPwlhDZWGq5L4IPLxMD1knIlOAZ4lzz6r89NCj9Ec3p972PTXqn8CLt+k/xgvs+YoEGQ8RaKLYbsx5Yu5pDvsD9MdEsDryphQRhbFMuTDctzo8hyd3V6Hb0jEx6b8qKaPgkhmldfP+5Eqpk6lPs3hEa32Vy/4PAD/FfLCepLV+t1kTsVhaARHpkZaW9npVVdXkxufKSjL56r8HsXrJwETDjN6suy90ek2lOBtTSc8B9SJgly4FeDwhCgqi2yHl5W2vPv/8f9fk5hZXYRY5DwIfiUiTN7spAsJanHsrTVylB8ReGe4CMlRlf+AL4ldOnQ4cXaHT3VbYswCrV6/esH379l41NTXbPvjgg0OBhSKi81XheEz1Oif8dbvOc+wnZDGIyGDMd+PJmJTgIoz/1UMiYot37EICgUDd632C3++3XoodBKXwYApU9ML4os3SGjfpf3EJ33wPwFQv3yoim1pr7N2VjRs3rl+6dGnvzz77zE2310XEjUhicYmI/GXThh43PvvYTxz3uezaR8jNK6aoqPPv77/n2j8AjTJcNOP3/Z4pU2bQuZF4V7Emne2f5KNDHrJHl+LNqCUU8LB07jDeW3d8g7bnnfdvhgxx9JU1G9g3co0ajvDsghG+nsHBBjtA5dtp+GYH8RK6D/h5NBFwgpqt+rHmiBRq/ucl6CT05/3n9LlT636o+174R9c7v6veUe1kM7qOm2/VNycs+CIivTHp7NGK3tVgvAT/HG1Nv1QN74tJke6D2Rj5HHh/mF5iIw8tUTlIfdlfuS+0tadR9IU+yFUlzt2dlkQA/hmjSCwCftGM/r/EhO+PBG4HrABoaRdEpCvwZVVV1ZBo57M6lXPMWe/z8etHsnz+0HhDXYALA2XgGhdtAU3fvuuoqEiPKf4BFBbmpz777AWpl132aHZ6etUpwCnAWyJyTuPUwVV6QGCgWn07cJ+DCbzX3uIfQIVOX5OhKicB/wecS0PfnELgEeC2Cp1e2R7z2xNISUnRPXv2BKgWkZ1Rn9t13ux8VfhnEvs6/YD5jrC4JCzy/Sb8sFgsjdCaEG0QXSwiqRjx/RpM5ey6418B9wCvRrvpThYGDBiAz+fTjaLD4/FMm04oyRGR84EbF85zZ8286MdRTDlk+rLHH72sjCbiH4Bi9nf78sP34+nffw25eUWEQh58mwKMTllA12O2kt67YSH6CeO+54s7D6a8wqTSdulS4FT8A1MA5QBMGvdemHvKc6n3+XOMb0IthbPz6UTJz1KpWYrx3jZzVLOzMCm7V62l/zAAD0E6UUIuRaRGdw6oINa6XhM3NSja9BI1EJEuGNEuVnRiCuaeOZOIddhSNbwzZrP/TBpmENwArFmqhv98mF7ylsv5WpIA5bwYz55M0n2vuy47CqCUmgKMwDxht2qtXfuthPvcEv5xrFJqv+bMxWJpBf5Jw3SiJigFh5z4GanpVfGaxTIJjjZeNnCg0/ag6NNrLcOHL2L79sR+gYWF+cyaNTHy0InAs+HIhsY8APw9wZDTMbuKHYIKnb65QqdfiqnOdgomTeI4oHeFTv+dFf/alD8AN2IWxtF4Gzhiu85zZQthsVgs7YWIdAI+wlTpHNbo9IEYf7aHRaRZ6+Y9gZSUFIYNG+Y0qn4pdmO/zQiv5X4LUFqS0L+uAYVb8wCOrqpM7xOvndYeVq8eyA+zxzN3zjgKM/Pocf7mJuIfgNcbYuKkWTt/HjNmvqs5AeeIyHmYaMBLaYb4B+DrVgsoSuhEAN9NN6s/+QAmqNl9MBWX7yLi/R3CSzG5rGYAJTR5HguBqc/pc+dEu1ZKdorbYjPLIn8QkS4iMiBs/VHHbThLTf6diIwFWKqGd8L4N59N9Pv6/sCbS9XwDrOGt3QcQnjQkOwP15XEd3eaGwF4cvjfzVrrl5t7ca31q0qpDZg0jtOAdo8usiQXItIN47eSEL+/lhHjFjN3xrhYTeKqgxHX7Dtt2j4j3n77JGeTDLNpYy9Ky5vYrMTk++/35aCDvow0Xj4FY8r9RWS7VXqABn47UK3+FPg5cCz120ELMQLhY6v0AKe+gruMCp1eCLzZ3vNIJrbrPA38LV8VPoyJep2EMeZeBTy9Xectas/5WSwWSzN4hsSbcpcDazDR562GiPTCVMy9EGNtUQV8jYnoeUtEOkz63v77779j4cKF3wBHxmlWAJwsIrW7aFrJyL7AGACf393TvHpR/2IRWX37re5MHWsDflJSAjHPH3jg12zc2JslS0aQlVXmak6YAj9X0szAlKYoKsjonkPJkRPU7E8x3nsjY7XWeNhIL3ysLcqgcqWfmrc7U1zmQR/yK3XXWOC/d+rrVkb2GXz0oP/MeXLuiQ4ntAOTEu/HvM+vAcaFz4VE5F2Mh7fzXG5ThPBKzOfRPgnaKuCJpWr4J8P0ki0urmHZwzF3iEkfAZh0AmBzP2gnYl4z77XCHN7HvPImJmposbQBUzEh9Y4YOHJlvNNfxzohIh4RuVBEvgPW7rXXjx8q5e7zRuNhx47OjtuXlnZix46cxoevjtV+lR7w/io94DggHxiO8RAZs0oPuL8jin+W9mW7zivervPu3a7zzt+u887arvNutOKfxWLZ3RCRvQGnO3I3iEiUtMlmX/tYYAkmI2YAZl2egSmI8DrwQTg6sUPg8/kATgD+hCn0FEkAU7xhkojY74K2ZVDd//Tp5y4QTYX4MPy/Tv18Aeg/cHXc8x5PiDPOeJmDD/6MYNAbWymMzjBaQfyr3Vof11JDCjX498Okxe6VuLeigG5zu7NlbR5FN3vQd2Ai8u4Flv9K3fXOr9RdA+paT73vmDnAlw6ndre6JeTBFHV5lHrxD8zvPQ14C5Pa65SpS9XwbOAih+3TMNGVFstOdDgJ2N1DdfCH6wjApIvsb+4vXGeENq8V5lA3RuOUC4tlV+DK9DM1LboOpqEcY9rbBBHxYRbFTwETwEQTDh26LFrzGOhm7c8Eg02CfJsUOWnMKj2gaJUesHSVHrAhHB1osVgsFsueipub4hxMUS03N+pRCVddfxNT+TQWRwCvdKTUYxGpFpGbMZuEx2Eqw58J9A17Da9uz/klCTsFtlFjF5KS4myP1kOQNKpuCP/4FuCwwI1mn/E/JGzl9YY47LDP2Gef2XOdjbuT7i7bR6VydqQ2rwjgr4uuTUgqVezN3EMx2TKN328KOB6Y8fmds/sAeP1egNOBRPnOz2OExH8DhzqZi0M6AUcT//OjMae34vUtewBGMPO4fLS3wJfo4fb38STdvW5zU4Bzw/9uboU5FIT/TarqK5YOQ7GbxjXVMYMFf7VZd4/lifZX4IzGBydN+oalS4c7um5dgXavJ0gw5Oxtq1SI7OwmNmyOox0tFovFYkkCYqYGxmAyMFdE9hKRlvjN3g6kOmh3NCbl9sNEDXclIlJN62QCWdzzvdZopVApKQEOPfozPnznmISdUqi5Y53uuxagVnsDPhW8CXgiUb/efdaTk1PieHJ+f7Aaky7fP1HbYLUHb2rLM/Bqi7xUzU1reAzfSuA8J/1HsJg0EgqpPT66/du/HHzdPiilULeEdujpHMfH6qeE1GU0FDJ/ZKB+h/N1f+WhGHdCnRO2YSoluyG/ledg2c1pXniJZXenuQJgnVLqb8U5JF3+taVD8D5Qi8P3wuolAxv8rIEA/ocKdd4j0dqLSD4xqv0OGrSKyZO/ZsaMA+JeUxFCoenVewN5XQqZO3eck6nSvfsWvvtuAtnZpQwfvpTU1GowCzKLxWKxWCyG5uz+D8ak6E5tzgVFZDBG2HPKlXQwAdDSfvz91t9WnnH+S9UDB69OA9h7wlxqa7189uFhhEJNi9MqFdJ+Hfj7dp1/Y+TxWu190qeC+cA/MjLK2Wf8D4zdey6dckoIBT1sWNebBXNHs6O4E6UlWWR3cubtFwqpHR6Pvh14B+JXy936Q1d67N8yW7rgDg/Fz+WiAw0D92pIeRe4OVH/TMrozA5H16oprxn16Rtf8v2KmY8D49QUYIqu0CH9MjP4kI88G/HprfxeX6FUjArCrcMrgHNV1uC2vWUPx0S/JV0AXNLTXAFwGyb0v1srzKFujO2tMNZuQyAQGN/ec7DATTfdxL/+9a9PysvLEy7Ea2s9LF04hBCKEB5qlb9qwpSUv73/qe+tWH/Pnj17nrNp06a0aOcAjjrqf2Rnl/HllwdRWdnYVigyoBmmHDCdnM7FzJs3Fq0TZwNt3tyTzZt7ApCSUs0++8zm7LOXfm5fe5ZE+Hy+us0dv329WJKYEXX/BgJuLa0suwu5ubmbi4qKmtP12JkzZ04dP358XPViy5YtaZ988smBFRUV3Xw+X9XgwYNnDxo0aOjKlXE9hRvg8XgOaM/PYvud0LEYNpwrv/jokLQ+/dbjDxcBmTBpNkNHLGPu93uzYulgaqpTSUuvomfvLRU/vWrsKedckLWt8d9uxnQyTz/TU15dM/uVUaM+PNXvD9SLdX4YNHQVg4auYvXy/jzz4E+YeOAs9p3yHSpB0FDfvn2+u+iinxS8/PLLNyxfvvw2rXWT6LdgwMPqdwZSvinTsQBYu82Lt3MQFb57DZZ6qJydTsWsTHRFw3VxSrpadceOS9MOy1uwtrIsNCreuN12JqMlwK/JOKuCGYu+hIY+fhnKw0UcwIW9zujxt+rq6rzt27c7Sj1uJrXHHHPM193G7F9ZcOYvA2jtKCDHN6Tf9/b9u2vx+/2z23sOibFRgMmG0tq96quU+gqTAvG61rpJaqPLsV7BVACeobWOHwq1BxEIBKzc3kEoLS3lqaeeoqQk8cZYKOSlpGQkY0ZN4axzupIWU9ozvPfee8yenfizPxDwsWjRKBYuGLkzLVhFBGb/9sZKjpk6m7KyMj7+uD933TUKrd1/YB9wQJD//jdEejrU1Gg2rNOEgtCzjyIjw34BWCwWiyW52L59Ow899FCz+o4dO5Zp06ZFPVdbW8sXX3zB7Nmzqa5umFrYpUsXtm1rXEMjOqGQYu3avSgoOJkfflAEgzB4sObii0OcdZYmo9VKklh2B4JBzciBQbZshgGDVnHSmW+SmloTte3a1X357H+nMX9ZBn5//Rpv82a4/XYPzz+nyM7ezMWXPLFTSIzFqmUDeeP5Uzj4qM/Zd0rs+iG1ten8/vfX4vcbTWrbxlJuOudtcoZsx5deS7DaS9HSXLbN6UptpWkz6pL5ZPdNHF0YqlZU/LsXVZXV6CCESrwQYy18+etHsdcJ/Xjj0e387ZqNcUbVDGUp3SnAQyiOFKJJP6sC/4jEVZc9Hg+hUILEtlqNpywEHkUoW5FQVY3guOOOY599TOHfgotupPz5dxJ38njos+i/+Af2cXwdS8vxR77xOiD7q2/6g1rd3vNoTzRsnakntUZQ225DcyMAvwCmAEcppXK01s7iphuhlMrBVDrT4TGTiQntPYFk4vvvVfpdd3nGlpSQ2a0bRX/7W3Befj5BgOzsbA444IAeX3zxxV3l5eVxi9F4PEE6d57Phk0LKt9/f9R1J5988rfx2i9fvvxGrTkDFErF1nz9/lrGjp2HzxsILV86bOc2ZnYnPefgg3lGbkv9vK5+x1FHwbp1ev/33+eK0lK1t5vn4euvvYwZrV7rklpavna1PikYJAdAKap69lLvn3ux79nf3Jyyavny5Tlbt27N7tatW8ngwYNtykCSUVRU9B4mOrsgNze3WSluFssewAjgOYyH1OJ2nouljcjPzycrK+u2srKy4932XbBgwepp06ad1vh4cXGx//HHH7+nqqpqYrR+TsW/iop0XnrpbNaubWiltnWr4ptvPPziF7UFV1758Ytjxqwvys3NXX/sscf+4Pf7W32D2X4nxGf27Nk9vv3225MqKysHADojI2P5lClT3hozZoyzP7QLnntGd9uy2Xgvrl45kMfuu5y9J8xhzN7z6ZRTQjDoZeO63vzw3TiWLR6G1h4ef1hPu/JnaiPAffepXr+70fNoTY3qAXDiiZ8mFP8ABg5dRb9Ba/jq44MYOXYRmVlNba9DIcX2bfs94vf7H647dsd5S0/cNKP7LZtmxK7zseGL3ow4b0nCOaRketeMOX/Y7z+/c/E9oYCO6WfXZ1z+nXud0O85gNETM9L8qeqVQLXuFdnGR4DOFJNNKSF8bKIX3vRacgYXkxUqI7TUC7X12o2nV9CR+AfEFf+8BbWkzagidX4NKjxcMFtRPSGNqomp6HQPqamps6qrq8fT6D7d6/Vu7t+//1377LPPR3XH0o+c0qX81Q+epibQI96cUsYMvds/sM8zjn4BS9IQMm6W7T2NdkUnYQhkcyMAD8QIdhr4p9b6N826uFJ/B34dHudQrbXTcuoWiyOUogvG/+MiIDvi1AbgQeAfWlMDcMUVwQs//njTU/vsM4PRoxc42YwrBcaIyNoo100Hzs3KKv1DRUXGgFDIQ15eIfvsM5vx42eTkRHdN7yyMu3//vn3Gz7GFOtYVau9SxP8fqOBvUAfDuryhDMGQOscdkT99ZQKBY466cPlI8YuHrl+fV9WrhxIaWmn9aWl2R+vWdP/j1VVaeucXcOyO7Nx48b1QG9gQ69evex2sSUpCadKfQ9M2D3SeCzNRUTSgVcxVW3dsEpEBkUZ7y/AjVHaOyYY9PLUUxexfn3fuO2yskq54opH6op+rQD+BjwmIq0mBHa07wSP0p2AC4CzMYUXyoH/AQ+HtFqxq+YhImnAfcDFNK0cWws8APxaRFrNQyBDVfYHVkc/q6kvG2cIr/WGVuj05R6lvcAPwF4AOTnF/PwXdzsOPlu2aAhvv3wSBxz+JZMOmtXgXMmOTnz26aFfzJu796G12rtzClPV+78D/pxo7O77bab/1NXx5rIaOFJEVlylHuoN3IBZ2+dEtHkf+OeD+sqPIjtOULNHAB9hXsOkU0EPNuOJ4X3mywrQ97S1hD71ElxrNLi0EytI2adlf8aU+dVkvVGOiqEPBjt7KDkve1uoi7c3puDmOZhCKtXAdOC/ItJEhVyqhvfHeALuF2XYCuB3w/SSe1o0ecseyX5q1gCFWtXe82hPNGz7Vu/X1UlbpVRXzHf7iRg7vHJgNvCA1vpNt9dWSvmAQzCBYfuG/61bU9yqtRa3Yzq6bnMEQACl1HRgf8y3zcVaa1e7CkqpizCVpzQwU2s9pVkTsVhioBS9gc+AIXGafQRMA7Tfr9cFAqrrGWe8xKhRi5xe5u8i8tso130fGBOtQ0ZGOeee+xy9ezdJSagF+otIvFyFqCjFp8ChTttnUE4K0RcyIQ/4cwNs397ws1CpkAZe1tpztdYUup2jZfeho93sWSztgRUAOz5hASYL2NFSkUVEvMB86r0fnfCZiBzWaJwMzCZj55bMZ86cvfnPf05x1HbixG+YOvX9yEN3Ade3lgjYkb4TPEofBbyEEUgao4E/ARLScdIuWgER8QH/IbFo/CJwnoi0SrHDDFWZivFib+CrV/fLhnbqkHVKmg4B54F6KYB/KvBuXZ+RIxdyxpmvOL52WWkmj9x5Jb6UABMPnUVmRjnVNSmsXDGIFcuHPBkM+q6s1d4G+chT1fvXAo7Ep6y+pfQ5dN32nEElnakvHrIFeBS4W0QaRFRepR7KwLxfU4A1D+orN4mIAg4EfgL0A6qArxZ8MPqdld8MvjCF6it6syE3lvhXhy87wKDLVlD1UhqhjT4yryjF27P5f0LfugCdniqNKf7VEUpT2zxVesC1+p5yN+MvVcMVcABGGO8DVGKCdZ4ZppcUN2vSlj2efdV3A4BVSRcCF4GGbd/pfRMKgEqp0cAn1NevKAUyqP+sukdr/Qs311ZKDQBiCbBtJgA2NwUY4DeYJ8ELPKmUmgzcprXeFK+TUqoHcAtQZ44aDI9lSQKUIh+4hKZfUA8AX2ndOqWIwvHMrxBf/AM4EvgHMD0QUF3T0ysYMcJVptclIvK7uoWdUmQAHwCjY3WoqMjkuefO5/LLHyE3tzjy1APNEf/C9HTTONRko9oQwEd5KBO2N/0q0NqjgLOAMUpxkNY0yzXdYrFYLJbmIiIe4GTgGuAwjNIREJE3gXtFpFnZJCISFJGrMWtbp7wY5dhxtFD8A/juu2jBPNGZO3ccRxzxMSkpOzXQ64BvgRdaOg8RyZwyZUrmli1bqKmpyV+3bt1DwPPAl60ZZegEj9JTgLeB1BhNFCbroxYjBLYlF+MsYvRs4DVMhGmLqdDp1Rmq8llMZWjAiH+mZFy0tZ3yYF4H00CnRGa7eb1BV9f2eELhEXVgxteTV5SXZ24B9T3wcJyMlY9iHG9C2bpsFv971N2TbvnmPozgXP3xY0dsK9yQfyhw8iu3LiwGPl6gRxUBPKivrMBE3wAgIv0wa//Gqfcnjj5mwZ9GH7PglgW3jn5PwbmJ5lJb6qd4Xi65xxVR/lhWi5ME07+sSij+AXiqdBfgfODhRG0jGaaXaOCr8MNicYQtSODsOVBKpQJvYcS/+cD5Wuu5SqkMzPftn4CfK6XmaK2fdDmFUkxk9vfhh5BYv2gRiUuJxkBr/RVwPfUfiVcAq5VS7yqlfq+UOlMpdXT4cWb42LvAmnDbun43hMey7OEoxZGY9JS/Y9IPcoFemMXRF8BzSsVc1LnlAOpM8xJzGebLls6di/F4XH0cdgE61f3Qp8+6PxJH/KujsjKDr78+MPLQC5j3U3NxtVOoonzcaaCCDBysckZjogssFovFYtlliEgKJvrrNeBw6r+w/MAZwBcicns4Cqg5438KzHPYvBjjEdmYXlGOxWMzESIGQDDoqdqwwXmgXXV1Glu3Nglg+JXLeTRBRC4CNkyfPr3zihUrWLduXRrwU+Bz4HsRadOblCjcTWzxL5JbPEr3bqtJhF9fP3PR5ZpWnsK/MBvoQDzxr55u3bece8jBnx17+OEfM2n/GeTkFFNc3NnVRUuKTbZtoCrlnR1lOSNrte/QWu29Pp5dzXv62EXApw4vUYtJXy965dYz171y65k/L9yQvxZ4HRMF+AqwYbRa+OhotbBLZEcR6YO5eZ4IEKjxUVmRRii086MgNVjl+atS+iynv2/R97l4egXx9KolVNTsW2Y8O4L4lzkPUNZ+fiEibj9HLBbXaJTWeEjyh5P1whWY1NwK4Hit9VwArXWF1vr/MIFMALcrpRxV5Q6zFsjRWh+itf6V1vo5XN7TN4eWRACitb5XKVWD+UJOwSzAjg0/YlH3JAeAX2qtH2zJHCy7B0qxL2bXNl7d3HMwEaEXtMIlL3LRNo1wyk/EQsENQREZBjwVCFzpVHRk3ryxHHHER5+lp1fdA7zZwp30T4HxThv7aGpkXENKwgVkBOcoxQ1as9VpB6eE06eOoz5C9EsRWdja17FYLBbLbsd9wOkJ2tyESRu8t5nXOBRT9CVeVcAAcLaIRCtd2rQ6Qny2YLx/RgN9ger58/daCMTNqGlMMNhkSb+viIwUEceeJpGIyOXAI3Ga7IP5ft5fRNY05xpu8Ci9H+Z5coI3NbXqWkhvkQ9jHPoAY120P1REskWktDUuXqHTl2SoyjOBVzSk6Tgbt127FXDMce/Tt/96iEgbPvroD1myZBiFhbnk5TlL6Jg/Z+f+9vPx2mWrMh/mnrCqVGdp4OfA10RsmMfgt+/pYzeNVgvzMOvaaM9xOmbj/tDRauHBC/SoTSKSC3wfDHq6LJ43gh+/HUvBJlN0xOcPMGz0UvaeNIesYBlo5Y0yZlQCxSnogCLtmCq8PZxHS2pNjVKk1P3s3Rp0F0AYYiSwQUSmY9KnX97V0baW5EDjQZH0kYBO3p7nh/99QWvdxPsfE9x0NWYD8DDgQycX1lq3ijWEW1okAAJorR9WSs3EhD4ej7Mn8V3gZq31Dy29vmW34a/EF//qOF8p7tGauNV1HTDAZXsFUFiYT3V1CqmpNYna17Eck377dTDo7bJlS9wiXA0IBFL4+99v/K3WzErcOiEP4TCC0EcAL00/bwK42bAgBWOA+ribTvEIR3bcAlxFI28fEfkcY6T9XWtdz2KxWCy7D+FiG5c5bH6ziDwqIlXNuE6RiIwEHsOkGjde1y4ArhaRL2IM8bnLS34avrmfH37U2Zhsw2QZOKJTpx3RDvcBXAuAItINZwJqD0w0mjOzwpZxiJvG3boVXC/y5Hvh9UNr07kZfXIwqV6tQoVOfydDVU7SqMdBRRVGu/fYzLkXPkdaWnWTc0rBiBFLKS9Pj3sdrU3bstJMFs0bhSKEn+pRk9TC6xWcU4O/XzmZKTX4S2vxl1eRlqVI7R3eUN6WrcqehgPvP5CvDsdE8vXTQDBsm+UhhM9fW9P7kPUv9jpgk0fkm2u7Djjk5K2ruycSWIcAz4vIEcBbVZWp3d5+4UQ2rWsYOFcb8LNwzmgWzR3JYVM+2bnNXUoWpWQTwkMaVeRRGLsoSD93qdLlX2Ruzzy4fJNSzjfmG1A/jSnhx1EickVr+UhaLHWocOGgJCfuE6CUyqK+wM770dpordcqpRYBo4AjcCgAthfNj2eOQGs9R2s9DRgGXItJz/gKs+hYjNn1eTl8brjWepoV/5IHpRiGeTM45apWuKxjBS/MCjCi3Lx5bjZ1eQh4EugSCjXr7dRiER5Aa5YDf3HQknSiVyCOt4Mcg3jREa4QET/GTPv3RDf2PgST2nVoa13TYrFYLLsVl+H8TqULLRClRKRQRE7FFBG4HrgDuBXzXbRXHPEPEVmG85RHMOuIBoT9kJ92OsCAAavo3DmqAOhaAA1zKc5SbQFODHuvtTUZbhoHQx4fpmrquDaYy/Zm9Clu7UlU6PR5Gk/UAkVKhTjljDeiin+RZGZWUlTYOeZ5paCqMo03XziFQI2fXIoYyJpbQ3ju2Eb+hK1061pBZk4tKX1ADU+juncnSkijEtBdMO+fhV9xYN8ddDq8lKwPd5BTW0Y25Z5Muh22hX2un+3vdcCmn2A8ue859MLPDz/80o/I77st5rzCHLr46+FXas2B771yXBPxLxKtPXzx9SEUkcMPjGMO+7CCIaxiEIsYxUwmsYZ+DSRAf04Nyt9QFNQJMnkrvsmg4rPMntzDv9LWVb6gakPFwa6Ogw4BCHZr0v5STGSzxdKqhMISYJI/EgnrI6lfe8yP067u3KgE47U7rSI+1KG1Xo6JiLq/Nce17Pa4rfActX3Y3+NyTGhtJiY95nngNRFpvML5Bpjq4pqPgT4QVNrXXx/A6NELyMiILpRFsBJjsn0HgM8XICurlLKybKfX1MBqF3NMxE2YD7HfE/UmSZdkUdYpWvRfM2m1nWzM3ONZB4BJ+3hNRAaKSEkrXttisVgsHZ+9XbYfRwuLYIjIeuBOF+3TMWsCp+uef4rIkhjnHsB4xyXMnpg8eUa0w2XAHIfzaMwJLtp6MN/f8dKFW4MNbhpnZ5eCEQ3/D5Oh1GqIyEYRmUXTYhOx+CBGunhrEFUUHzx0BbkOU3tz84r58MOjGDt2Hj16bNl5vLbWy9IFw/jm88mUFmXTmSK6swWNYitdqY2ROaKANKpRaCpJB1Qa6FfKyCrLpKIzgPKEGHfWD3QbtjXq75Dfp5BDfvIZ01+aQsHy7ju9qzUqXMjOdCne3PlX61f3Yd2qxBp0CA/z2Sva5ajFz1r6U0EGI1iMAjqPL0KZC8+oWePPLv80a6/azV4yJleSNr4Sb3b9erpmrZ/KmRmkLKxmNAvIKy58Rj0B2gOVvdKoyMgs0xWerCYXjkLV+Kja+/UicqeItLk/mCV5aEbwx55IohvjyEKb8Yp11p1zVZizPWiVCECLJQEpiZvUowj16K023tZbbTyxt9roExElIr/HiGU3Awdh/O6OxxhwrxCRBuXyUlOrngDHefVrgA9SU42f3Y4duTz33HmUl8fdbF4BHA0ctXPeCsaNm+PwkpCWVvmV1nE/SFyhNVpr/gAMBv4GzAR+xFQl/kkm5SN9BGNez49zg+IwrRLeLCKpODfIzgN+0hrXtVgsFstuhbswml28xhWRNOC/GB8gJ9Fz/wB+E+uk1qzEVCuN++V86KGfMmxY1BoMz7bAcy7HZftE3m6twRu4iGgcu9ePdf87VUQGtsF87mujtm6JmuI9cnRs62QdgsrFaRT+J49tL3ah8M08cop28OjDl/PwQ1fw1gvTeOvZaTx150V88uYR1BSlkE4V+RSigDKyYop/kaRSE+E5rXwFdOtcd27gAavqxL+YeH0hJp8+g6z0MvzU4qeWFAKkUIMHk5ZbW+PrOf/7vRLOBXR4LvEFj210ZSO9AE1m33IwacYHFD+V921gTQq62kPNGj+BdT5ClaBrobbIQ2BlCtkrS9ibeTufJwAVgoz1VeRU7MhK5LQWSlVUj/BTPS7qx0cOif1PLRZXmAJC9pGASOE+nsdv3TnHkUDtRassjpRSvZVSU5VSZ4f/dV66zJIMRDPLjImfQA7wR0xK6KqZ/5v4EmYHN9bivzfwsYjsBSAiuTfe+NdnDjjgK6ev7xuAZ6urVd+6Axs39uGBB67hk08Op7i4fh1cWpq1DWNmvI+IrADyIwfab79vSUmJn25h0Bx33H9bM4KufmTNKq25UWv215qxWnOs1vy7TGdtxOzSRzUWT6GGxDawO8//T2tiVn1zyVG48Dmi3ojVYrFYLMlDrEi51mrfUm7CFBBJRC0wRUR+k8jTS2veCI/5UeNz3btv5rTTXuGQQ6Ja3G0Cbncwl1i4TXEtbMG1HBHSqhB4Kn4rs0bp3LmIYcN3/vkVsH8bTOk5jL1RIh7FeJ+3Fc8SxfYmMzP6fWr12hQ239OT7S91pWJOJlVL0qmYm0nvxZs4i5fJ3VLE5qW92LyiF6FKHykE8KDxU0MqNWignEzHk0uJmFo5WVSTgvKE6Lefs1sDX2qQvvs0bOtBk0IAL7V4fSG2bU68hPTivBDHRnrhIUiw0rsOY18FUIpX0+m0HeT+pJi0UTV40kH5wJcbovPYIkbULonpI+inlmxKibbODuZ5KDsxk6Jfd6bsrGzwx5zpCIe/gsXiiPYW3jrKI9loUQqwUmoicBdRvliVUt8A12mtW6PAgWX35mNMWKyjkvYZDcX1PvOmjzsjI7uCvfaPl3ZPNnCXiBwHvANMOeKITwgE/MyaFWvdp2tBXY2JLGySHlJRkcmXXx7Ml18ejNdbi9aKUMhbDTyo9c4tzQamO506lXDWWS/y4ovnEAjECnzUHHfcf9lrrx8PE/kxRUTc+hU2myLd+cdcVTwO+BkmnTpctUSXDhu5bEtW19Ihn31xeJwRFEARRgRtLRy9LlrQ3mKxWCy7P4/j/LunDGfiTKsQjmS/0mFzH3A4EDVvtzFaMx04SimGAOMzM8syTz31tcsGDlw1RUW/b1kFHC8irlJmG/EacLDDtgHMumtX8GtMKvjk6KcVaWmVnHX2i3i9DbRVp36GjhGRkIicB6zHZDE0vkYF8E/TVNqsyGa1TtmaqmoeAH7Z4Hh10zVo9boUtv67K9RG3x/PoJJJzOJb9qOw4f42qZjN7QB+Qi6CcRtnl1SRRq8BG0nNdrJZbui91wZWTB8aZexasjqXpIQ2J97v97iwv6kinRJy6Je+ti8mwOABld71k+xjS3+RNib6vHNnFuGpjf9nTqMaH7WUk7muhtRuQGqgr4+S87Ih1ZEIkeTFWi2tjcbDMefVcsy57grdfPC8lw+ecxuU3/Ycc17Q9e/y0cve+JWQzHqijgwglg1VXepgmwT4tCbNFgCVUkcDb2K+8KJ9ak0GPldKnay1/qC517Hs/mhNQCn+hSmRHasVoPAQJC1Khsc3H0ym98AN5HWP62dyBMZseAqAUpqpU99n7Ngf+fbb/Vi+fAg1NSlkZFQwatQCRoxY/NgTT1z6qFKJfWuCwZ1vld7AccBb4Z/fBm6MbDto0CouvfQxvvzyYBYtGkkoVP8BOXDgSg488CsGDVoJxtMuD9ic6PqtSZHuXADcnKuKbwW6A15QW44/891a4GyPT//piy8OHlRbGzW9YzlwmtYsbsUpxQunbo32FovFYtnNEZF5IvIWpgJ9Iu7exV6xh+Mukv1sTGaDY8LFvpZDFiKrnsJEBl6JqU7ow1iTPAG80pzqx414BhNB6CSV6UURKWjh9RwR0qrco/SR48b9sGLhwlE9amoiNTfNsGFLOeroD8nPbxKQ6CoTxSkiUovxZvszcAHGLF4D84DnRCRqZZY24DeYis87U0RXrRzIiFH1QbBaQ9F/8mKKf3V4CTGWeXzGoUTe3qmw9hRymTxmRtAR/6dIzXIu/gGkZcd+OQdKU3y5XQrZEaeQiZmHO+0s4PWT2rMaYB/g0S43bJ0dQ3CHkCZnnrOPGx9BcijpXUXqoHWX97492MN3Ph7HEUjznDa0WJygUaRlQl53d/3SMjumf2Azf5dEH2qR9lm9iC0A1gWoRM2060g0SwBUSmVjqpNFGhMvBwowlUGHhI+lAk8rpYZpra1pf3LzT4wh97nRTysUIfIojBE+r1jw7WgOOuGrRNf5aeMDvXtvoHfvqBvhp4nIL0DGJBq0EWOoFwBnYEy2x0U26N69gNNPf5Xy8gwKCrqhtYe8vEI6dy5uPJa7VVArUqQ7B2nwoSZgiqo8f8QRHw+eO3fvS3bsyNm3ttafghEpnwf+qzXutlYS8yWRq8PEuKmuaLFYLJY9h58A7xEzAgww31W37Jrp7KSb2/YiciBwFSbSLh0TSfZv4EkRiZtSG44o+5Q2+j4UkWIRuRB4lfh2QcuAX7XFHGIR0qpC5K3bjp363gPLlg2lvCwLf0oNAwfGrIS8BoiaJ91aiMh24F9teY14VOuUQKqqOQtjkXItsO+CeWM47MhPd1YBrl6ZSu32xL59YCIBu1FAAfV30sFw1J+bSDowVUYjl3epVBMMuKyKWxP7dnXTop6MPnUBq5cOcjVmIrIGlOJNq/9dlWJ8rLae6hDeKlfPiyeN6i7BXv5iF31qMD6YFkurodC6shwKtyRuG0lls0rRuBUM3Qe8Nud3qSpP+KG2mPr71NHhn6MxOvxvbAPWDkJzIwAvwEQOaeB74EKt9U4TWqXUCIxPx0Sga7i9rQycxGhNSCkuAGZh0hQGRJwljSo6UYIvjra0asEgJwJgfxfT6goMx/0n0k5ERIvIpcAX0NQUJTOzgoEDV8fqvhAobu6125KPPz5iBcbPqM0RkTUi8g4wzWGXB9tyPq3NFDWjBybFvAvm7/3+dD15TbtOymKxWHZDRGSHiByOsbG4Coi86/8euBf4dyJvPRfX6wxcBFwcvlYA+BZ4CHhLROoWLW4rvGZgNr8iycekt/5BRE4TkU+aOe1WQUTeEJETMNWIB0Rp8i5wiYhs26UTMzybkhK4ZfTohU5iPe6K+Du1OSKSiYlS7YfZ5P0a+K4t04ABqnVKCBO5+UyqqukTCKTklezodGha2ta7AaqWJspya0hjAbCSdEIo/GHvvaDDW8hARLGQNCpJo4qitbmEggqP19lTsm117ODaUK2PPv3X0aX7VrZt6Rq7HR68DsVLD0EGH73CUVvToVm3ETXAKS7a+4FcdnHWkGWPR3/wnJ8PnnO2ObBrcf++as7voqHqb0/FOa91mVJqFjAJ46X/WuM24foXo8I/fuxqAu1Ac4uATA3/uw04JlL8A9BaLw63KWjU3pLEaE1Ia+7GRIgekkbln3MppDtbyKMorvgHUF2VRijU6uHG6UBcc8EoLIj8QURmY1JxlrsZRGseausF4W7Eb2nkpxiD+0Rkt0iBmKJmdJuiZjwHrAMeA/6KuWlcOUXNeHOKmuFGrLZYLBYLICJVInIHMBRjij8RGCgi+4rI060o/u2H2em/CxiLqQSYCxwNvA58KiK54eaf4y6iPyvOuc7AOyIywe2c61CKYUpxilKcqhTDmzuOiLwHDDn66KO3jx07luHDh5cDNwPDROSEXZX6G2VepcBJxE7FquNpjCjc5ohIioj8BZNZ8TzmO/8uzMb3tyJyyK6YB0C1TllfrVPmPfDgNfdggjDKQtXubvnqq/eaKL5qUikiFwVkudC7qyOsEbuyFQXUlKeyZZGzPL1QSLHsm6HU4o0RD6Txp9Yy7Zy36JwX2yYo6MK3cNCIFWR1cx7iFEr1UN01lu93VIoKjuyyDmMr5BRFww0Pi6XFhFCe9i7A0REeDngu/O85StUXDY3gN5j36EZ2g0y15kYAjsVE/z2jtY76aau1LlJKPYMx7HVSn92SJIRTSL/orYqqgd877ef11aJUXL2sAggRf2HdmA2YCm2XJW6qUejtHkKd/IppwJcB7SsGEJHvRGQ4cFoopJ7weHTcOWze3J3n/31e9q23upjpHoyILBKRIzCVn2MtiO5hF6caNZdw1N+X1NshROLB3LhMmqJmHDRdT3YlHFssFovFFGGgjSr9isgQ4EOMGBeLgzBRgMcAtwGtGUKRjhGQjnLTSSkOxwh0hzQ6/gVwm9aJIxNEZC/Mxn0nYCvwxoABA6oGDBgAUHzOOef8yc2c2goRmSki+2O8Ck+CBgrPKoz4dn9rCcIJ5uLHpGceF6PJBOCjcGTnWzHatAki8qyIvB3c4X0d41XpCI1aVkna0PqbY8VWupJKNZmUU00qVcSPKqwkbWfBkC5s3ZJDyU7Vb9nHw8gfuJ2UzEDUvhXl6cydtTdzZ46jujotPIMQ2ZSSww78YYEyf8B2PF5Ndk4ZZ172EnO+2Yf5s8dQURaZlKM/PpL/hQroftRiRsadc0ZWOZOOnRm3TTSK9u1Mj/cc6+FPFB6Q3xw/610WyWpJDnSjFP1kxGEkziOYDMZBwDtKqQu01vOUUunALzBZCQB/0Fo3+FBTSq3GZCg+rbW+qPHASqkcGq4f6r7LMpRSkeHPFVrrVvHBV1q7D0BSSpVi0hd+orV+Lk678zB+JhVaxxdELMlHb7UxFRMdFTtmP4L+w1dz9NkfxmvyAOZN08QHMAafiMgRSqGA/2LCeqOg8RCKtkdQCTwL/DGgfTsdB3r12PjGKae9fnLXrtGzYjZs6MXLL5xFeXlWCBhSq72rHM53j0dE0oEzMDvWfTDP8ZfAQyKyKF7fjsQUNeO/OIt8ng3sO11P7lCRoBs3blyPEWI39OrVq097z8diaQ8CgcB4TFrpBL/fP7u952PZdYjI0xi/QSfMhtj+YC1kuIgsddJQKS7EFAGJFeoVAi7XmieinRSR0Zh1VOPqv6F+/frVHHzwwWkZGRmt/p0gIgrjKV7T3FRdEemNSc9Kw6wrv94Vwl/E9W/CCJGJKAcGtUfk5GXq8QNpmnYeEw1Hvsbp1cDVwGGY+76NitCLg1mR7SX4kx3kdK0gA93oJRdCUUUaNSb671Pgn2OYPwf4gHqfLLK6lrLPObPJyK1s0H/blnzefPYUysui3zoqQnRnCxlUMuGMb+k1qqHnfjDoobiwM6uWDKC8LPOhY2Z+9BLwaSDHwycDjmDx3FFRx83JK+aYc94nt0ux06epfk41IQY8tobUrTWJmm4CJpytX9gkIj9ifMWdUAX0aElhmSKV1xvzWeUDVgLzcnVhh1p/WnYtI9Si/qBWJ7MEqGHbYj0ioRahlBoNfEK9528Jxv6rTrC7V2v98yj9VhNfAPyMRpt2MbhVay0O2iWkuRGAmRjBNFGZ47oYcXfGE5akYIPuVd1bbXwM+J2T9qP2WxDv9CxMGml/TDSfk1j/uwC0RivF2dnZ+vPSUrV3wyYaL8FYeyPpwOXAUX5Ve0hA+9b6VLAbdD/+sYcvZ8TIxewz/gfyu2xDa0XBlm78MHs8S5cMQ2sPmEX6leF5WwARqSTsYdPec2kuU9SM4Ti3PRgPuFqUWywWi6XtEJE84CwXXZyKfyGgCOP155TJQEIBUCn2AR4nvrWPB3hEKeZpzXeRJ0RkHPAZkBOt39q1a9P+85//cPzxx3seeeSRY6nfoPtKRJrlaSsig4BrMEJrF0CLyDcYn98XRSR6aFj0sTZg0rJ3OeHov2scNs8ELgX+0nYzisnXRClaF4NFCj4p1jkaiGK+vS/7q5k3dWbHEZmUDy6h0941pNSG8BaHUHNLyV6l8fiAdaU6K/z62J/J6puJwIXKE/qZDnlGlW3NZtYTExl21FK6j9yC1x+isiItrvgHZlt+M90Z1WsBPUc2Lbjp9YbI71pIbcDHVx8eeIlWdFUamKw4ZNIX7DXlRxZ+N5ot67sTCnrI6lzK8L2X0H/4Grze5unGOsXDuvP70Of5DaRtiekGsA6YerZ+oW7SD+M8Rf355op/RSpvb+BWjNd25GfE7CKV97dcXfhyc8a17P5olLIRgA7bab1AKbUXcCPmvdQXY181G7hfa/1m28yw9WmuAGixtBZ/w7yJ4u6AZWSXv9t70IZcYEqjU1UYj5dfi0gZsEBELsPsgsf7RLs9XHgCAK3ZsWxZ7U/fe8/zzY03elZVVqqBQDjyLyEDgNf8qnYiqCMAfzDoY8H8MSyYn3BjbypWANzTONtl+3OxAqDFYrF0FPaBCOOy1uO/GEscNwJgg3mEhbpRmHuW+eEIIoDrcLbx6cWkMZ0fMaYXeIXo4t9OSktLefnll3tiqjDXoUXkXcw6ZitwJCZtejvwoYgURxtLRE7F+ORF/n4KI3hOBm4K+zz+CMzq4H7JhwA9XbQ/l3YQAB/Tl+rL1OMXYNYbneM0LQXOe0xfGvc5/0ZPqsa8ph0zQ+9fgRF4H5ysvkmdeNHM0Z37FU1Tih6YoJGT53+/15B44l89HpZtHI7v1RD7HzeD9MyqJi1CIcXGNX1StEcdh9IE9zZvkbxuRRx4XMKiglFRSu3QWkd9r9R28rPmkn7PDfvrsg+U5gqM2OrBWBU8Cjx7tn4hMnjmKUzV5mEJLluCuV9yTZHKOxJ4i+jBOOOBl4pU3qhcXSjNGd+ye6PxoGhOvd3kRGtdgLGjcmxJpbUekOD8oS2blXusAGhpVzboXjt6q41HAC8TPfxVAw9UlGb+8tZbpVZE9sakImRiwujfFJHCyA4i8pSIbMZ48uzXaLylwJ/D6T0NGDCAwFVXhbjsstDpmZn+zYpQH4X+EnDi7LsvJm0m7gI6Cm7bWzo+bm4EmtPeYrFYLG1HW5VDPAb4BpOp4JS1ACIyDePtt2/kSRH5pqio81/gl2e6GPMMpbhS651ZOlOJ7lfbhFCoSXSUAk7A/G7Q8LmrEJF/A78TkZ1+4SJyIPAS8e9BhmMEE4CFIvLX8FgdkR5t3L7VeExfOj+cCvwUjV5LACottIIQZzxaffkPbT2XGXr/ath/NiZ6BhHpqTW/nj/baUasqTC8auFACjfncdwl7zYRAbv22MaBx3wBX+s07QXSWhzp9PExxxxz58aNG9+dN29eNQ0F7ELgPp3iufWc0AshjAVWXESkLOwh+j7ELNZTBJzo1AqgQUeV1xMTGZsoE++WIpU3N1cXvuH2GpbdG4XWGpXUMYA6CUMgWyoAWsHY0mI26F4FvdXGwzD+LZcCg4Fa4Dvg0Q26106PPBGZC8xNNKaIvA+8LyL7YHbzPRjx78tEO8l+P2jNRr8KnYwz8a+OC3G5G4qppG3Zs3BeOq557S0Wi8XSdqxuo3H9mEi7gxy23wh8LCI/I3aa4P7Am7i7gUnBiFB1BajcpDvHIppomoHxZD5QRA4Rke3h47fh7v5jFPCMiIwSEUeWMW2JiKQAp4YfXTC/pxva9Tv/MX3pgltulrtqNqQ8XLUkPStU5cGTFiJteCUpfWoGK8VLInKmiMzZxVMbVRvwUVLsZl9cEcJDSWEO09+ZwhFnfdLgrM8XZJ/951AzOkX5X3ecUR6Lb4EzJkyYMDArK4sff/xxh9a6W8T5PMIivYhcIiJbog/TEBFZLSL7Yu4hrqQ+I2o98BjwcDiooTlcAWQ7bHsDppCNJYkIoVCoZBd0rADokjeVcvScKaVUImNfrbW2EYlJygbdS2N2xr9pzXFF5AeguTuZbnbp69p/iFncZSZoW8drLq9h6fh8irtqxZ8kbmKxWCyWXYGILBaRmZhNydYkiLEs+R3OIr/vxmQx3BOvkdcbbM7NS2Slgm4xW7UOozH+hCeLyDBMFkdzuFFEZovIK603NXeIyMHAi7Qscr9dv/NF5Hzl4d+pfWtI7Ru1YMVQ4DMROUBE4ppvtzK3NSm154K1i/tTWpxFdueypiezFYFpfqjQkOH6GssxxXEeEpHKp59++qerVq2C2O+b4zDBBgeIyFYnFwhbGN2PqVrtB7wi0jSn2T0XuWg7uUjlDc/VhW1SWd3SMbFVgJOT1hDc4r1qNPVRgvbVZelwhKvP9QKyzzjjjM7DhjWw4Yjp4huD6lrtLfGp4FM4M4SuwiyKLXsW72EiSAY4aFsMvNCGc7FYLBaLe/4BvOqgXYj4hTci+a+IlIjIicD/iO/D9gJwB8YeJe76OTu7jJycYnbsiDdcA9aHH3VEUUxanZNEZDAtr5Z8PSaKcpcjIgdgNnlb6g/5QCtMp1mISA7Ggy8ROZh5OqlM2WLC3pZT/P4Aaf5KqgJOa0dqPNSlpStWLxzAXlPmR2+ap1DLguihTqwyAZMmLcC6uorSIpKvlLrFQd+hmM+Qi5xerI5w8ZsWhysWqTwPzQtksAJgEtES0X0PYpdVjO8otEQAdPKKsa8qS4cknMJxCUaoGwPwyiuv0L9/f/x+/2HLly//Af4w3eWwde1/DxxA/EprGrikVnsdpQhYdh+m68nBKWrG1cDbJDZl//l0PbliF0zLYrFYLA4RkddE5E/AH+M0q8BE9F3lcNj7w2N/JyL7A/8HnEzD74k1mMi/uzGpeycnGlQpzYQJ3/HJJ0c6nAYPad3ghudDTDprm7J1a5fr583be+QRR3zckmEmichwEXElUnhVqDum+EZ/TPTjDODtoPbUOukf3ix+lJaLfw+KyHeJm7UZPwGcVNgAOFhE9oooNLOT8PNxACY9G2A+MKMFxVrOBFAKunoKWOdQt/JR2+BGs6osgXCYrqBaQ2rC29NC4GYRWdfo+CVa6zRHk4NzROTXItJeVj8aIyS6sTKKGhJq2XMxVYCTnqTLgHa6a9kArbWnDR6Ot2QslpYgIlnAB5hd0AZuw2vWrGH58uV3APePGLXwQ2BVlCGiUYvx6qBWe0swKS4vEn1XYQ1wcq322sivPZTpevJ7wBmYanrRqAIum64nd1RTc4vFYklqRORmjD9eYxuREMYrawqm+u5nDoZ7DCO01Y29REROB/oBp2Gq8h4KDBaRu8IRRz1xVtmX/fb7lry8bQwatJzjj3+H009/mWnT3mL48EU0cuBZQdMItOfYBb50a9f2v2rlyoGHtsJQjqOavCqU4VWhR4F1wJ3ALzBeZ68Da7wqdK7DoQ4FRrqcZ2PuxlR8bU+mtrS9iJwJLMBUE344/Pga+DH8mm4O3ev+p5uvAJ+jADhNaqNEHV9K/H66hyp3IP5RtTY1bc2tA+68WD111MXqqch75VMcTKyOFEw6cLuQqwvrrJWcUoUDj3XLnoVG2UcSiqDWc8+SjDyJWczF46rTznh93f/dOupXmIViog+HPwe0b6dJb632FgPn+FTwN8A5QB+gEvgCeL9WexN5Ylp2c6bryW9MUTM+wey4nwrkAzuAd4AnpuvJjrxhLBaLxdI+iMjLYc+5scAgzGbfbBHZENHmBIwIci5N1wo1GOHpD9Gio0RkI2aNEQ3HHmBpadVcffUDeL0N9xzHj59NcXEO//nPSaxePWgxcJzWFDXqXo75bnLqXdwsAgEfGzf2ZsuWbnTvXtCSoRzZs3hVKA1jyXFwjCa9gOe8KpQT1J6oabEi4gGOJIEPYxTWY4q8VWPEsYdEZJnLMdqCTs1pH474OwgjYo6L0XY08IqI/EpE7nJ5nZ1p6FmdyxhavoxlDKU2ZkFuTTqVeBvtsfcevCFG+zA+5SiCM61fdUZKz+rTazalng58cbF66tQn9UXbMYU+3JCwvYjkYcT+SmCNiLTm/cGDxH79N+bFXF3Y+LPBsoej8ZCEAXCNSbonwAqAlqRCREYDTncob7jpltv7/N+tf7gIk/oRK4z+DuDWaCdqtXcd8He387TsGUzXk3dgqjfGquBosVgslg5MWLibS4zoGBEpB84PRwxeDAzDRAn+ADwlIs1Vu9ZhhKQ+Tho3Fv/q6Nx5Bxdc8O9gZWX6df/4x2+iZTUcihHD2pQ1a/oDiq++OpDTTouleSakEpjjsO2NOBM/7vWq0IdB7VkReVBE8jGRnk6rNkcyW0ROaka/tsZtOuo2EUnDpLqf6bDPnSIyU0Tc2Oj8D/g5QPe9Cyjb0ImRLGIz3dlG17BIAaDxEyCFmibiX16P7XTtk3Bf1fF9b9aEUgrfSQXzGnrvYvXUwf1vodhp/zA7Yp0QkSMwEcTHUb9xsFZEHgbuE5ESl9eKxmsYe6IpCdoVAre3wvUsuxmm/m/SBcA1JumeACsAWpKNy1y0zQVOC2jfM35V+ylwBWYB1BWT2vk+8EBA+2zIvMVisVgsSYyIrCS+Z2BzqIsibxEej/ZmZlY8JiIDw0UGIjmmpeMnoqQkmyVLhgMwf/5YunTZziGHfN6coZ4TkZiiSh1eFUoBrnQ4phfj4/jrugNh0es9TBXm5tBRI/xfA5wKkxojgD6Fc/Gvjl9Q74vthJ3F07qOLWDt5/2gHPqxnk6UsIUeaBQeQlHv1L2+WiYfP71VE/lSejaww9sPI+6/g/Pq4LWY+4QmiMjvMR6gjekXPn6uiBwlIpscTzgKubowUKTypgFvElvI3gKckKsLV8Q4b9mDCaFCSad+NcVGAFosezijXbYfBRDQvnWYhX1rL+4tFovFYrG0I+EUx26AHygQkXY1wxeRyzDrjX6tOGxv4ESMCBSJ06IQzeb996cSafX92WeHsXFjTyZPnsGAAWucDrMVuF1E/BjPOA1sjpEyOYUIXzkHnE6EAIgpEtdc8Q9M9eaOyCuY6rROnpv/YKJPz2rGdU4VkcxwdGxURGQv4GpMBGoGJhU95EsNekaevZAFz44hWO2jMyUoYGuDSMB60jMrOOS0z+iWOPpvFTDQ6S+gPE00gauAo4GbIWZuciSvRRPwRORcoot/kYwG3hKR/VuaEpyrCwuLVN5hwDTM77AfZv4rgCeAp3N1YUJR3bJnYqsAAzYC0GLZ40k6ld9isVgsFktTRKQzJlLsp8CA8OEKEXkO+JeILGyHOf0J+EMbDR9NANzSjHGqMSnKnwFFmFTGJvcUwaAn+NZbJ3oXLRrV+BRLl45g6dIR5OQU0aXLNg477FN6994Y63obgMuBXwIXAZ3Dx7eKyGPAvY3Eli4uf5+d7cNisNPKztFYAnzUgv5thohUicg5mIi7eH54qzHi3D+aeSkfRlBvknIuIl7gLmIXRNGd+pSqvS+dw5pPBrB9ST45uoQsyiihE1W+NLyZQTp1L2Hg6FV4qgJ075v4JVyyPSuzU35ZwnZ1BLY30fj2WnPrgOoDHq392/r16xO9P9cD1zc+GH5t3eJwCvtiirC847B9THJ1YRATBfhmS8ey7Ikknf7VAJ2E2kCzqgBbLLsx8122/7FNZmGxWCwWi6XdEJGBwLfAX6gX/8BEI10O/CAiZ+ziOR2Nc/HvWyIqCzukc5RjzYlWSwW+E5HLReQ3mAIp/4fxSVwNzAb+8Nhjl98yb964uAPt2JHLihVDeeyxy3j33ePeBN4GNmP86mZixNnLgZcwAmDk79AV+B0wV0QmRBx3658WGQGVC4xx2T9ynLPDVZw7JCLyKXAEppJvNN4DDggLqom84+JRGeP4P4lfDVkBNRldK6ePPGtRzX6/nMWIMxYy8pSFHHzR55z+u1c49Zevc+Q5H5HhKyc7vwKPL/H9e6f8sm7VFbGsvJtS9kN2tMPpF1544RvTpk1DKVUao+sM4MDIQkERHIjxCHXK5S7aWiyu0SgVQpHkj6QKbrHJAACHyklEQVRTQJXWSSd6WpIYERkBLHLYvBDoLSKOK/FZLHsCGzduXI9JF9vQq1cvRwb0FsueRiAQGA98D0zw+/2z23s+ltZDRNIxRTqGJ2haCxwsIjPaflYgIv/FRP04YRPwDPBbF5d4SkQujnLd92meF+BQEVke66RSdMFEQzmqvgqM07phsRURGYIRFKMqMhFsBcaKyGavCmVhogbjVL3VpFJNOpX4qN3gp3YG8O60i9/6snu/LTF/pzjMAK4QEbcbze1CRGXfozHPbQHwcmS14rCI1ZwCMUuBEY0rX7tcg38ent/OYBWt2XmrrjXMfmk8E86O/9EcKPRRu8OH8mvKgxnk909c6DZQ5GXjPX1oFBlVA3R6pOa80cD3BQUFBzz66KMjqE9h3gg8B8yKVvEbQER+CjyUcAL1rASGi0itiz4Wi2P6qnX9NWp1e8+jndm2Xvfp2t6T2JXYFGBLUiEii0XkBeAcB83/bMU/i8VisVj2OM4lsfgHZp38B+D4tp0OiEgucKyLLj0xkXdueCPG8UuBr4H+Lse7FBOBFxWt2aYUjwHXOBjr/cbiX5hfk1j8AxMNeDVwc1B7yrwq9BThyrKN8VNDZ4rxsdNerTfGB/D0d585fvvFv3+iVnkc3yNp4HAR+cxh+w5BWKT6IvyIxVqaJwA+GEMEc1qYBeAQTBRhet2BLQu6UbCgB3mDt1NZmYYvJbY9XvmCDEq+yaF6fdrOYyolBOMUOQfuwJcdu6+vcxB/r2oCG9MiD7/8pL6oOhAwNXS6detWJSJPYHz0nOI26mYQsENEngfu3l3EZcvug0ahUUmdBJyMoXA2BdiSjFwGfJCgzV3AnbtgLhaLxWKxWHYtP3XRdqqItGYxjlh0x70Z00mY6DgnrAbejXYiHOk1hSiebQlwIqJeT4xqqBH8AJwXZV6ZwPku5nO5iNTd29yK8eNrgJ8a8iiMFP8aEAp681fMH+ImQOK93U38c8EzzejzA/BIjHOH1P2P1lCwqivfvLw/b/99Gm/cfgrv3T2V+R+PoWLHTs1vZWTnQHkqWxd3Y8m7I1n9ySA83qaZ1lpD4Ye5bH21ewPxD0DXeCidlcOmR3sR2B77T6wU5E8tbNAVuCf2r+yY5tgKZWDuW+aIyIWtMAeLZSchPBAWAZP1kYweiFYAtCQdIlIBnIAxkv4u4pQePHgwI0aM+JmI/CpWCL/FYrFYLJbdmr1ctFVA0yoWrU/MiqlxSMGIa4nyGquA8+NVFBWRjbgvOJDQ605rqjHFR66nqcC4BfgTcLDWFDbui/FmzHQxnx5APkBQewox6ZmfR8yGHHbgSRDzMX/mGFw4JN3lYn67G8/irkjMDODY8Do7GmkAoaDi2zcm8uUzh7BhUR9qKlMJBb1UFGey5KsRfHDvsayb36duvJ34UhtmwlbWC4U7Kfshi5IZneNOMljqY8vzPdBxEmtTetfgSdv5dvn5k/qib+MO6oxvcO9FXocXeEJEjmqFeVgsgJH+kv1mNxl/fysAWpISEakVkadFZD9M9beBF1100cFnn302p5122i7x+rFYLBaLxdIuuN3y3xUhAuuB5njPnQK8QGxhYQkmRfVrB2NFS8GNxxwnjbQmoDV3AkOACRi/wf2Bflpzs9bEKs/aouc9qD2bg9pzKDAReDCV6hl+EtupbdvYlenvOap/8SBQIyLDwp56exQiUoqJMt2RoOla4DhM8YuCOO3WA/zwznjW/Rg7qDYU9DLr9Umsmj2gGxFRq7mDClEqBGg8BNm+Oo/K4vooP61hx9edE0zVUFvop3xRbG1ZKfD3qlkBnPqkvug+R4MmIBxYcHMLhvBgIlstllYhFI6Ca+9CHLs66q/Rtfe4z+5EWAHQkvSIyHYRWd27d+9YO5YWi8VisVj2HBa6bL+4TWYRQVgceLAZXUdivO/GAF8B9wNPAv8CjgRGuihi8hLOK+gGced/htaEtGa21nyoNTO1piZBl9XEriYbjQJge+ODQe35Nqg9V+dR9KnTgRZ9O5qv3jngK6KnbRYCpcBVmAjDJZiqyBfsaUKgiMzEiLWvQ5O86dUYn8WBIvKeg+rH/95R0InVcwYmvrBWrPh2yImhkHoMeBMgrVM1XUZsBcwNrEdrVn1TP1b12jRqC/0OfitDjEq/O+l+3pZLntQXxfLNbBYi8gbmOWtu4NFkEXETwWyxxEF1iEf7pP3ufCSdHpZ0v7DFYrFYLBaLJal51EXbj0TErTdec3kIU722uRwIHA5cLyLXicjHbuxMRKQM+LPD5veH04bbjPB8nnfR5fEEIlScqsBNWfz9qBJgb2AycAWm4vI6II+mhUnGYzzzHo7wIdwjCBfQOw1TJOZ0jF/jIcAQEbnXgfBXx8vLZw5xnOq+Y3Nntq3p8lfgVOAA4NkhRy5f6fUFNYCPWtbM7M/6H/oApuKvGwIJxELlYZ6rAR0iIvdiRNXnIaEIHo29W3dGlmTFRMCR5A/l9PNrj8FWAbZYLBaLxWKxJBP/Bm4AEoUihYD/a/vpGESkQkSOxqTzNjeSbCTwF9xVXI3k75iCJNfFafM8xtNvV3AHcA6mGEI8CjHRj/HY6vLa28IC6jciMguYCfRN0OdyYBnwD5fX6vCEi8W81oL+Vfv85Yc1uPDU3LElZ3i3gVv3E5HpwHSAg+/94hEFl3vQ+Knlx7fGsGNjDj1yNrmaj/LE1cYXikixqwFdEH49nScil2K8MXu46N5igVlERmGqeA/HRHbOwQjoa1s6tmX3IRnTX6OQdDaAe9QOlcVisVgsFovFEo9wZNlUwp5kMQgCl+7qCq8ishC4s4XDXCAinZt5fS0ivwKOAN4gIu2zZ8+e1RhPuPNFJLGZnrPrpYjIXiIyUUT6RDm/GBMBFs+mpQg4PixQxcOtePVqxP8fCezrsN+vRSTF5bWSgtoav6vXjQ55APaJPKbgSzB37R5CpFLDhu96M+djd4FxKT2r453+pavBmomIVAELXHZrtiWBiHQSkdfD1/wVcDymSM/NwCoRuU9EnOdRW3Zr6vzw2rsSb3s+QqikEwBtBKDFYrFYLBaLJakQkSUiMh74BSZqq1v4VAAj/NwpIt+10/R+i0kzvbiZ/TOAo4BX3HQK+9dNAYZhhL9bgLMvuOCC1SkpKT29Xu+2Xr16vdWo/YEYL7yJmKrEKzEehC+LSEz/PhHJw0QRXkb9c09YcL1LRCKv84GI7IOJSryA+srAxeFr/ctJ5NJ63XtBH7XhE0yadCJWAv+N+PlSB33q6IYRVlrVP66jE/H6ORPoivGTfB94J0IwXgWMdTpmRudyMBVwARiulqYouvl91NYG8PvMySDpVJJOiCpSSSOusLeT7H1LY526WUT+53SOrcBjGMHdCfOAZlUkFpE0zGv6gBhNPMA1QL6InOvGPsCyu+IB9qxKwHvS79JW2AhAi8VisVgsFkvSISJbReQPQG9MhdqRQJfwzW97iX+ISBAjOB0LvA0OStc2Jc/lNc/HFEf5ClPc42mM2PDZ1q1b/V6vt3H7TIzA9QUmRXcwJj32EOApYJGIjIlxrX6YdNrfEyH+hTkU+I+I/LlRn6UichVGWBoGDAV6iMivXKYtXgokyhUtA85ar3tHFr0Y4uIahOeXNIjISOA7zOvn55jXxE8xr5GV4dR2tHldOSIlvZqewzaBSalmuFraFfhK43k8QIqvzsQ/iI8ystlGFwro6kgASO1XSdqAqp0/a9NpFXCKiPzJ6RxbideBRQ7b/l8LhLlriC3+RXI2JirQkhS0fxGQ1nw0579kw0YAWiwWi8VisViSlnB00or2nkck4Zv8D4APRMQLzAVGuxii2MW1bsWkAEZj8gcffMChhx7K0KFD69p7gJeB4+IM2x/4WET2ixToRMSHETUTCWq/E5HlItKg0nA4qnBZgr4xWa97r+6jNkzGRF0dGaXJ98Dl63XvHxodb1wBNxFu2++2iMgwTFpufowmfUMh9f7o4QvKlzM0a1jKUk1NYu+xIZOW4/WFVgOfDFdLU4B3gf1itdd42EhvUqmiO1uJZaNZSRqFa3PYen8+Kd1rQUNFIP3adcsH3P+DHrfLA4hEpEZEjgc+Jr4v6e9E5GWHYw4BLsII87WY1/XPXEzrGuA/LtpbdkNCNN9s1rL7YiMALRaLxWKxWCyWDko4ItDNzXg18JHDsY8ntvgHgNaazz//nMLCnWVWjyO++FdHN0wacSQn4DwF9PfSBhV11+vea9br3kdhilH8EfgXcBumMut+UcQ/MAKKG9y23515hNjiHwAej1bHnfhultcbZHVNf5WS2TBN1+MNkt93Gz2GbiKv93b6jFnLiIMWgSlo4xu0z/K7iCP+1aHxsIG+hRpVUo2f2nD2sAbKyGQN/VjKUNbRn1Xbh7Jk4UiWLBrJuuUD7vVSWzxJzbyoWc9ACxFTaXw/TNGhgohTGngPOEpE/upgnGwReQkjkt+EieY7H7gLGOBiSkdaH8s9H40K7aJKuy14tP38kg0bAWixWCwWi8VisXRsHgZ+g7O1+wsist3huL920igUCjF//vysMWPGgPH8c8o5IvJrESkK/3yZi76DMSnFn7ro45j1uvci4HaHzR/GeWXlJcDnzZrUboaI7IX5GyUkM7OCkaMXMX/eXqz39Gbc6DlsW9WFIZOWM3D8KtKy6kVBrUEpvsI8j3NKt3ca4XRO1aRlF9D15QK6n6fxoAjtFBMM0WOegvg6BfE+OUnNzJupJ7W0EI9rwu/ZP4QjcocCqcAGESmI33Nn/3SM5+KUVpiOArIw1bUtezQdPR6sbWMUrQBosVgsFovFYrFYOhQislZErgPuTdB0JaaIiJMx+2I89xyxYsWKjHBE3sFO+wDpwATqIxKHu+hb175NBEA3iMgcEXkRE1GViN8lUQEFV15xQ4cvZf68vSguzWPOhnFccOW/ycoub9IunCB8YOn2rPmgfds3xA0wbIx/A73H+ggBJiowYuQEXRU1pNwxQX3/WjlZa3sM3jRt8PjlF2XllfVNSa8p7TswfcU555xN586d3czHFSISwPhxuuU6Wkf8A1MMKWaVFMuegUYpbZOAk+4JsAKgxWKxWCwWi8XSwRGR+0SkCrgDyInS5HPgXKcRQ0AfN9cPBAJ1UUFpbvo1au/WGy/ksn1bcgmmAvG0GOdDwNUikkzVf3PdNE5Lqy+8ceSxH0UV/yLJzi/zrZw9EB10e4+u9or8yZ0aq5Qi9ML4qd8NGzxhRb7XW/8SLCysOOz+++8nKyvrT2VlZWeISAWAiGQA4zGvj83AvF0pAoe9Nd1E5ibizbAQadmjUSoJ9a8GJMtOTSRWALRYLBaLxWKxWHYDROQxEXkBU2X1IEyE3XrgWRGZ7XK4qsRNmlAdvt4AF33WR/z/HNxFAc5x0bZNEZFKETkZOAm4GjgM8AIlwPPAfSKyoP1m2C64ShGtqjJacJeuWxk6fLmjPgP2Xs2Pn46loiwDp2KFJ6pu7Fzo8GUEJw+bGLvWTFlZ2XHAeyJyNiY1/2IaivKLROQxoAZTEKcG+Ab4b9jTs7XZG5eCfgLua8WxLB2UUJJWwY3ECoAWi8VisVgsFoulwyIi5Zgqto+1cKiFwHYSFHCoIz8/v+baa6+tFpF/Y4pnOOFHTAXjOh4GznLY9wfgW4dtdwkiEgLeAN4Ip0OnAlVJlPLbmLcwhSscsWFdbzrl7GDsuLmJG4fxeDX9x65m8fSR4Zt1I1hoIISHGlIIhdN8FRo/NZsy0D2d/wpNqQ04ukU+GFM9PD3KuZHAP6McXysiNzit5usCV5GYCfiriHzRiuNZOigaT7J+biU1Hd310WKxWCwWi8VisbQyIlINPOG0/ciRI+vyNR8GKhx2u7OROPYZ8D8H/TTwx44srIlIKBwV2GHn2NaIyHzM3zQhWsMRx3zCNb+8n/H7uSuSnJVbHhGnpNFAFWlUkEktfkJ4CeEliI8qMnpuo8vOCsDNwZdS67RpNPEvHv2Al0TkCpf9EtEaxToKMT6Cv2+FsSy7ASr8XkpmkvH3twKgxWKxWCwWi8WSnPwDWJOoUffu3Rk+fHid39kGTDGMmgTdHgSejjwQFsvOAL6M0y8IXC4i7yaal6VDcDmwLVEjFZFp6Pe7y4INhT0AvZ4gGkUl6dTij9k+iI9C8gg2uNV1fqvfa9QGV/NrBg+IyOBWHG8usNpF+xcxnoH/Au4EfgL0EZF/JbOgnWyEwtWxQ+380LvgEefaSZcDbQVAi8VisVgsFoslCRGRrcDhwOJYbbp371597LHH4vV6I/u9jfHA+yxKl9XAz4BrookJIrIDOAK4CJgZcaoceAQYJyKPu/xVLO2EiCwHDgS+a6trFG7MA6Dn0I3k999O0IGLVQgv5WQC7soc5PYuZMwx85szTTd4gStba7Cwr+ADLrr8S0QeEpHrROR6Efm3iFS21nwsuwsezLujfR+7QgCMc/2k08OsB6DFYrFYLBaLxZKkiMhKEdkbOBW4DBiGicKbAzx04oknPq6U6h2l33TgMBEZAUwE/MAq4PNEhQ7CFUafBp4WkTRMKmVJGxVIsLiguyrwAIMwFZ+3bNHdNiXqIyJLRGQiMAk4E+iqNYcoRd+Wzqe6IoV1C/oB0LnbDko3dnLct5J0sijDszP6TxNPDkzNqmLKBV/j8e6SILgzgBtacbx7gKkYYT4efxGRmQnaWJKAEMleAxhIwixgpXXS/c4WS1QCgcB44Htggt/vd1tJz2LZY9i4ceN6oDewoVevXq1ZVc5i2W2w3wkWi8F+JyQH3VVBBnANJjV0YMSpL4G7gde36G6ObhxFpD/uUlJj8t07+7Li+yEATL3mXV556EyCwegxLJmdSuncZQdoKNqaS0VZJrkULk6lZgRE3ulHlz3GT/uOvuPXRz3XBlSISGZrDigiGcD9wAXQxASxFLiVpr6cliQlQ5X3V630Pt2N2V6uM7u09yR2JTYC0GKxWCwWi8VisVjiICLjMGmbE4EUYCXwFPCWiDiuGtER6a4K8oAPgH2jnD4o/Li/uyq41qEIOLI15jXv47E7xb9ew9eTlVcWVfzr0W8T4w78gX5D1+08Fgop1i7tz9bZXZZVL0v7LIC/toq0j1Ko/kHBH2pIOS2IN8vrC/o7dd2hhh+xmPzBRa0xbaeUtPaAIlIBXCwif8SIgEOAWkx69gsiUtba12xLqlVaJ8zmQy2wOlVXBdp5SnsUGg9JGADXmFB7T2BXYwVAi8VisVgsFovFYomCiKQCj2IElUhGA9OAxSIyLeyF1+6IiAL2BwYAAWCmiKyL1b67KlDAS0QX/yK5BpPi/U8H03CsKtRU+di6phtd+23FnxaguiKVDYv7sPzbIRRvya0bbt7Q/ZZd5/HoXl5f7b3BWl/nuv5Dxy7lkJM+I1CZwtof+1FT5SclvYYegzczYMRq+g1ZM23Fq0MoXpJLFuVXAi8A176rj7tCRJ6h6d91V/FBWw0sIuuBv7TV+G1NtUqbAFwPnA47q71srVZpjwP/StVVW9ptcnsQKkFKfJLg+AlQSnUFbgROBPpgfGtnAw9ord9s9gSU8gPXAucBQ8OHlwLPAfdprVtV+LYpwBZLGJvuZbEYbLqXxWK/EyyWOpL5OyEspr2I8bWLxwZgPxFJ6JfXVoTneinwa2B4xKkQ8C7wRxGZ27hfd1UwGZju8DIFQL8tult1grn0xVSXdnRzXV2RMufNf5z6GeiLQeVEnNoBPAHIIj2iBKCX2nQHRhyiS8+tHHv2f5n/8VjWLehLKFif9er11dJv7BrGHvkjPl+ABQ+PoWp7et3puQNOXHla1322LYI45YTbloki8m1rDDROzU3DCBIA6+boveP+fToy1SrtJ5i/eeMU5jo2Akel6qqFu25WeyZpqnKAMqJ+MrOtUqd3TdRIKTUa+AToFj5UCmRQ/zq9R2v9C7cXV0plAR9h/FMBqsL/poX/nQEcpbUudzt2LJKu6onFYrFYLBaLxWKxOOBIEot/YATSW9p4LjEJi3/3YCIVhzc67QGmhYJq1i+vvev4KN0vc3Gpbpiox0TzWQe873TQ1IyahxbpEdeB6g0ch4mEOQ7ovUiP+FWd+BfmAaAGYMTeC/n0ycNZM29AA/EPIFjrY9XswXzyxGEEAn66TaoPGtOwd8Hsbh/Ne2is//t/TmDOveNY9e4AQruuBM3drSH+jVNzB41Tc+/FCLPLwo+CcWruPePU3IHxe3c8qlXaQcCTxBb/AHoB71WrtOxdM6s9l11RfXd3eCRCKZUKvIX5/JsPjNNadwI6AX/ARDz/XCl1cTP+DA9jxL9iTCGujPDj1PCxybir8J0QKwBaLBaLxWKxWCwWS1OudtH2fBFxXqK2dbkI+Fm8Bh6vTknPqHxnaO6yR3uoLZHFJ0a4vJZTf7/bMd5tiVgBPAuwSI8oX6RHvLdIj3g+/G+TqJeNuudK4KKU1OrQ5gU9qSjOijt46bYcvv3PfnQZuw3lCaGBEB5K1+cMqNiSSaAsharCdLZ815ONX7Z5gGst8GfgVy0daJyaeyimUvfPgEgxrBMmnXDOODX34JZeZxdzE870iX7AhW08lz0ejdLtLb51hIcDrsBURq8AjtdazwXQWldorf+PeoHu9nA6ryOUUmOBc8I/Xqa1fkPX8wZwefjcBUqpMU7HTYQVAC0Wi8VisVgsFoulKYe7aJsJ7NdWE4mFiKhQSP3GSdvU9BoGj1pxGfBxhAjo1g/KkWm+iEwHzsf4EMZiDfAgcIuI/ENELhGR+IoesFH3fKFXzw1/2b4uYeYeAJuW9qaiLANvRi0hPMTKTN78bQ9qylo9IzgAfA78EegnIjeJSIsKD4xTcwdhIpLiRcF1At4ep+YOaMm1dhXVKq0/cIyLLle01VySBSsAKjTKyeff+eF/X9Bar41y/u+Yz9FewGEu/gTnYT6MlgOvRzn/WvicAs51MW5crABosVgsFovFYrFY2gwR8YtIXxHpIyK7UxHC9MRNGpDRJrOIzwSPRzuO4hu29xIwKWd3hA818QVMwDynDUXkJWACxtOtKuLUekwRjJzwPG7AeBc+DmwUkVtEJO59as321L5uJr32x/6o1FBcV8LaCj+LnxvZ2iKgH8gD/q8VPSJ/SXzxr45OgGtfsnaicep6IkZWq7Skr2DRclRSPxJFAIY9+uo2dqLaGoRFwUXhH4+IO2BD6jaYPtBRCnOEj33YjHHjYgVAi8VisVgsFovF0uqISH8RuRPjUbYWWAdsFpG/iUjv9p2dI9wKNhvbZBZx0CH6uWmf3bm07n8v6qG25GJ8A52yDnjPzfVE5EcRuRTIBQZiilW8gon26hxtioAAj4a9DaNSWZaeMFKwQfuSdMb9bB77/XYWA49fSXqXiqjtKjZn8uNDYylZ06oWc3sBh7bGQOPU3FTcpb9ePE7NTWmNa7cxbiNRbSXTFqJRng4QgdfujwSMpH7bYH6cdnXnRjl57pVSino7BSfjOrVeSMjutANnsVgsFovFYrFYdgNE5GDgbUwUUiT5wG+AS0XkOBGZtcsn55zngRsdtl0CtFrFcBHpChyESS3eDHwuIjWN2xVv75ya27XY8bjB2p31FdKAU7bobk90VwWvAqc7mdYW3c2Jr1/TjiJVwGoROQa4zkGXSzBRgi9HPatVdAUvBl6/qfDhTQ3Rfd//b+++w+SsyoePf89uNr1BIAkhofdepIkgSreMiihIFxBF7AUL+uPw2rsiCApI74o4ikoVEKQJIr2X9EIK6dnN7nn/eGbJZDMzO7Mlm+x+P9c1187MuZ9z7tkNO8y9p8xg/V1n8vLNmzP7qVWXETct6s/ke8az3Qmtk3pYyopTOTvqaOCfnewDsgNnatlrcgSwAdly6zXZM2TLy6udoPTkgLTUImAnJOeCQfsnlW9QdL/SH3ha2zaoEFNsGNnv9mr7HRZCGJpSWlhl/2VZAJQkSZLUZWKMm1G6+FdsFPC3GONOMcbVNnMuxjgEeBsrCmv/jTGWKyRcSFasGlBF17+q0E8t+W1MdlDER8iWj7aaEWM8H/hhjPGtffVefW6zJ4av+zj19dVtKzd90tjih+MKX08i+1kdUuHSb89Io39f1SCVfbbG2NIFwGxfvePKtK1i/Y1nrfS4rj6xxYdeomlBf+a/PmKV+NS8UnFkINBM5dNp2zO2/ZCq9Mqi14C0dMqyMPAWqjhluuC33ZlPXxBIJEL7c+B6sSr+YyqeaVzpjw6tbdVOHa6139a+O10AtOwrSZIkqSt9iepmKY2itoJQh8UY148x/opsRsXdwC3Ao8BzMcYzSu05F2N8HTiBrPhTyVV0QUEixrgN8BDZhu9tN6IbA/w/IB9jfGtJ58N37fXca89v0gSw6i5Sq3r6P9sXP1wEMCONXgS8l+y1PljU3kRWgHvHjDT6u7W9mlUViq/vqeGSd8QYyxXOrgXerKaTgUOXMG7rKas8H+pg/AGTS17Tf/gqky07U/yDLvjgXjAFmFdD/Fx6YGl6B32XyofGtHoRuLqbc+n1WtaA5bdrwK3P1T+dAShJkiSpS8QYB5IVkqp1aozxWzHG9opsnclpI7Ki36YlmrcCzgP2izEe2zaPGOMNMca5wI+AXdtcOxP4JfCjzp7sWjgc5c9khb5KDiMrlJwJMD2Nad514x2vGb/Z5BMHDFylaLWSiS9uxKSXVtoy8K0lqYWlvVcCV44JM4eSzVCZOyONXlbra6lgXdpfctfWemQzNVfydNpu0fbhmS8DF7fXwa6H/5e6+tLV0eGbzGfgqCUsnb3yeS/r7zxrldgQwpKUUq0Hw7S6o1xDjHE9sn39diUrND4PXBZjfK1t7ONp58Zdwv8uIzsIpBq/fzztXE1RrccNSEsfXhYGHk229L7crNtXgMMGpKWLVl9mvVMicOyxMznmmJk1XXfNNaO55ur2fk2tfsccO6Pm13LDDesPbGfVbnHhfjAwv0xc6wFQC8q0t9dvOcVt1fZdkQVASZIkSV1lI6pfBgVZgWc0tR+4UZXCzL4/U7r4V+wospMczynRx+0xxjvIlg7vRTY771Xg7zHGriqQvY+sGFmNT8UY/1+McSHAtInjzrnlqvd99LCj/z5o8NAlJS94/YWNuP0Ph1BUf3twehrzeKnYGWn0Qrpuxlqxch+eO3TN02m7S7YPzwwkK8Ku8rm2rr6Z3d//H8ZvV3qWX6vBYxatVAActP5iRmw+b5W4oUOH3tbS0vKBRYtqrj3NBa5v+2Th3+Z3yWbMti14/V+M8Sqyn3XbJYK/JFu2PbKKcc+tNdmeNCAtvWlZGLgL2enFx7Nin7TXyZbkXzggLZ3XM9n1NnVzhg9vXjpmTFNN+1sOHdrSkgjLyX6ZtK2spzLPl9Ma3/Z+JSVjhg5t6TdmTFNNK1zHjWuc1E5I8ezZcZT/fdS6nUK172MLyH7HDi26tlK/C7pi/z+wAChJkiSp63RkSVV3LsM6GNilytjPxRh/HGNcpYpW2N/vkcKtO9Qya3IY8EGypcdMT2NeHRv40LXnHfOnrXZ6YdDWuzzHsJELaGmuY8akMTz9nx2Y8uqGFH2blwCfa32wUZjUH/gAsD8wCJgMXDMxTXih06+qSIzxzRjjA8A+VV7yDNnJw2U9nbY7f/vwzJ+B08j2jxsxYsy8CRO2m9Rv091eYeDQ9uuzxYsAG4Y2stVRz5dcGDh48OBXjj32WK6++upfzpgx4z3AllT3b/eMtkW8wgnHFxTyLpkWWQFswxjj4cUHwDyedn59l/C/9wF/pXwRcC7w3sfTzhOryG+NMiAtfQ44fVkY+HlgfbJlwbM89KNrpcT8Rx+dfhZZAbpqn/jEtJ9feOG4n3dTWh326KPTvkSNr+XDH37jIti4UshzrChMbl94XErr3grPVDNuSimFEJ4F9ii6tlK/z1aIqYkFQEmSJEldZSLZ3nJD2gssmEO2lLa7nFxD7LpAjhKztVaDjdoPKR8/PY25dWyYsefTj+zw9acf2eFoyu9Z9wbwkelpzCMAG4VJHwV+xaqHVJy9UZj0F+DkiWnCGzXmVsn5VF8A/E01B6s8nbabDPxf4UaM8V6yE5SrsuSNQYT6FkZtP5sJB05kwKr7/wGkHXfc8Z+DBg364qmnnnplQ0PDFwsz+A4nWzq9TolrFpPN4Lu2RNvBlC/+FXs3cDrZz+gtj6ed798l/G9nsj00Tyb7twvZf0+XAL9+PO3c3uymNdqAtLSRbM9DdZPdd9/958AaV8zriO54LSmlhSGEh8lmfh8G/LFtTAhhPLBd4eGdNXR/F1kB8NAKMa0HM9XSb0UeAiJJkiSpSxRmz11ZwyWXxBiXd1c+wGbdHN9Val1KvLTtE9PTmKempzHHkS2pPgK4HPgv2ayUfwKfADaZnsbcDbBRmHQSWbGz3EEb7wfu2ShMKlXc6qjryE6Ibs8/gYs6OEa7+wK2WjJ7YKob1MKoXd5gvZ1n0X9Y2X0Ub9lrr71WKkbFGFtijLeQFWNPA24F/kP2Yf2LwPgYY7n/Fj5TbY5kMwhX+dz+eNp54uNp56+S/fwmFG5jHk87n7m2F/+kNUjrgTMfCyFMKNF+JtkMwakU7atahWvIZhduGUL4UNvGEMIRZLOME1146I0zACVJkiR1pZ8Dx5Htb1TJXODX3ZxLrQcgdGcxspL7gbfXEP/vcg3T05g5wJ8Kt5I2CpM2oLqTi7cDfgB8CqBwAvGHgGOBDclmud0D/C7G2O5y0xhjc4zxo2TLX08qE3Yj8PHiZa81ugH4FtmH54peu33T8OZrI3nztZHMeHQDBo1azBYfeJHhE1bab38S2esvefJBYS/Gi6iyYBljbKC205C3BLamzDLAwiEflTc6lNRRvyM7dGcz4K8hhONTSk+EEAaR7VXZWsz/VkpppfebEMJrZGuML08pnVTcVujjWrJT3y8JIbQA+UJzjhV/yLgypfR0V70YC4CSJEmSukyM8cUY4weBmylfBJwHvC/G2N0zlR6m+iWnrfE94bfAV6huT7nHgYc6Od4ngP5Vxh6/UZj0tZPPvmQzsp9p2+XK7wC+EWP8DtnsvhzZktg5wM0xxseLg2OMS8kKfN8FTgV2Invdz5DNCH22KHZTshlui4BnY4ztFnRjjEtjjO8B7qPCqcqv3rYJc54ftdJzS2YP5ukrdmD7459i+EYLAG4DTokxTmlqauqqo0+HUH6JdjkjumhsSTVIKS0LIeTIluzuBPwvhDCflf87/nVK6dIOdP9JYHOyJcY3k+3PGoDWg1keAD7d8exXZQFQkiRJUpeKMd4ZY9yVbCnkCawoBL4JXAb8Isb4+mpI5bdkszSq8SxwbzfmUlaM8eUY4y9ofxP75cCXqtkbrx2rLDmrYPCYjaafBETKHzpRB5xduBU7O8Z4P1kR7fnihhjjy8A32nZUOCDjKLJZN3sVNU2PMf4O+HmM8c1yyRZmKX6HEsW/lGDuC+sw9cFxvPnaipXNzdQxk9HMZDSNy/vzyGV7tITB6Q+LFg39/tI0oKtn1y0k+znW8ll8bhfnIKlKKaWnQwg7Al8n2xphAtl72WPA+SmlmzvY78IQwn5ke3key4qT4B8jO+TpvLazCjvLPQAlSZIkdbkY40sxxjPITvLcEtgCGBNj/MJqKv5RmE12SRWhCfhaFxTWOuNM4LwK7YuBj8QYa9lnqpx12w9ZYcPNp5xK+eJfe/YF7o8xbtNeYKH4dz5wLSsX/yCbCfh/wL9jjOX2LQS4EDi67ZOLZg7ikZ/uybPXbb9S8W8+w3iEPXiJLZnPCJYyiMVpSN2iRUM/Cjw+MCy7cGBY1mUTZwp7XubbDVzhWaBLT2SWVJuU0syU0pdSSlumlAamlEallA6uVPxLKW2SUgptl/+2iWlKKf08pbR7SmlY4bZ7SukXXV38A2cASpIkSepGhSWfL/VgCp8GBgMfK9O+HPhEjLGawym6TYyxGfhsjPFSspwPJJs5OZ2sIHZJjHFGFw03jxpOHh6+7vztOzneKODKGOOe7RRZv0h26m0l2wF/ijG+vW1fMcbtgI+XuuiNJ0fTtHjlVc+LGMxT7EBz5Y/FnyRbllfNnonVOo/soJaqYnu4MC2pl7AAKEmSJKnXijE2xhiPBX4PnEFWWBsCzCArrF0QY+zJAuVKYoyPke2N16760DIA+DCwH9m+UZOAq5pTXXszxv5Ctp9Vu0JoWT5usyld8bnxbWSz+h4s1VhYuntmlX3tDbyLbF+uYp8sd0HTklVfwmts0l7xr9Vp3/xay93f/1HXLKCLMf4zxvgr2l+e/jeyQwgkqdMsAEqSJEnq1QozqO4o3IgxhrV9VlV9aDkW+AXZEuti364PLXng5OZUN7vM5b8DvkYVnwdHbTD70YGDl7VdjttRR1KmAAi8lwqHdpRwKqsWAPcsF9xv4MoHPC9lAHNqWAl9040c+f0f1ZBd+74IzAS+SVaQLrac7BTQLxSWDEtSp1kAlCRJktSn9ILi3yfJ9rorJwfcXR9a9mtOdfPaNk5MEyZuFCZ9Efh1O0O9svfhD1zMqvvxddR6Fdq2qtBWbXzZz7frbj2HKfdPeOvxfIZT3aHLmdlvsHstybWn8G/w+zHG88gOANiVbI/+F4ArYozTu3I8SbIAKEmSJElrifrQMoHKh4W02gH4LvCZUo0T04TzNgqTlgI/BUaUCLkHOGb0+FkLgJ8DwzqW8UrmV2hrrrGvlhLPvUK21HgVw8YvYMjYhSyaPrQwWH1tg7UwoMb8qhJjnA9c0B19S1IxTwGWJEmSpLXHaVQ/kePE+tAyvFzjxDThYmBD4BPAlcAfgF8Cu09MEw6YmCZMjTEuIFuO2hX+XqHtvzX29ViJ5y4tFxwCbPGBF6nvn62oHcCymgbrP4BZNV0gSWsYZwBKkiRJ0trjQzXEDiU79ORP5QImpgmLyAp8lYp83yLbX2/f4ienThnL0GGLGD58QTW5vAzcWqH9n8CLwJbVdEbpwzFuAx4Hdil1wdCxi9jhpCd54aatGflGoIFGmuhfKnQV22zLLcCOVeYmSWscZwBKkiRJ0hpqYFi2zcCw7HMDw7JvDgzLToVUaR+9Uqo/6aKMGONi4BDgfGAxwMwZo7nmiuP4683vp7m53Y+VjcDJMcZSy3Zbx2ghKzRW49bCacml+vgA8Gq5C4dusIhdT3/suvr65sPWZc7DVY43+wc/Dn+rMlaS1kgWACVJkiRpDTMwLNt+YFh2J/As8Cvge8BF/Vg+up7lQNXnmMzrinxijItjjJ8hWzL88T9cd+RrjY0DeO3VTbnhmqNYuKDtQbaZBQuGMn3amI/GGO+tYowbgM/R/ovbP8Z4WJk+JpIdWvIr4M02zc8Dnw51HHvb8kNuncHYfYE/tzPWIuBDe789LGov/1YTwuTqTxeRpNUkpLRWH4AldZmmpqbdgEeB3RsaGkrtKSL1CVOnTp1M9j/3U8aNGze+p/OReoLvCVLG94SeMTAs2xW4Gyi7f18CltOPdk6yXQxsWOok4M7oH5p2BJ4ofq6urplttn2OLbd+gYEDl7J06SCef25rXnhuK1pa6r/WmBp+XE3fMcYJwDNky5crWQzsHmN8rkJfQ4DdCn1NBx5vewL0wLCsH/BNssNS1m/Txe3AmUvTgMcrvS9MCJP7kS3NPh3YB+gPvAZcDvxuUhrvib6Sepx7AEqSJEnSGqJQkPojFYp/kJX96mmmufJHuqu6uvhXcEjbJ1pa6nnm6e155unty8VXVQAEPkv7xT+AwcCXyQ4wKSnGuAj4V5vnAvBOstOC679+Ni8DP/rhOd/4USHP8cAS4P6lacCL7SUxIUweSTaLcP82TZsB5wBfmRAmHzEpjb+jitckSd3GAqAkSZIkrTk+AGxaTWAgkc0FLDkL8AWymW3dYViN8dUU9Igx1gMn19DvsTHGLxQKfQAMDMvqgIMpMRvvlE9dPGv9MXwb2LpNP7O+fvYPfg78uNI+hW1NCJPrgZtZtfhXbBiQnxAmv31SGv94tX1LUldzD0BJkiRJWnN8rNrAANRRsl51J/DO5lQ3u6uSamNm5eZEHc3Us7z1NmBYWFh6k8CVrQ+MqiGPQcBGrQ8GhmVDgb8C/wA+AGl0A40jB7B0lwEs/cW1vz/6qkmvjW9b/Gsd9wfAJYUZgtV6L9lswmryPKeGfiWpy1kAlCRJkqQ1x9haggPpFrK95q4Hfgrs3JzqDmpOdd2579xNwPJSDXU0059GGlhOP5pbb7sAU4eFhecMCwvrK/TbkQ3qE7w18+9G4HBIDGApw1jAIJYygEYG0Ei/xhbyl3+Ah+/Zo1xfJxVu1fpUDbHvmxAmT6ghXpK6lAVASZIkSVpzVH3aLEAd6b7mVHdSc6o7ujnVfbU51T3R/lWd05gapgM3tH2+nuU0sLzcsSTDgf8DrhwWFpb7HDqL7LCOai0AXi/cPxQ4DBKDWMIAGkvmEYD/3L0nj/5r93J9fiHGGMaFaQ3jwrSPjAvT7hgXps3abNAbd31o/3kc+a55uXFh2uBC7J415FpHdiCJJPUIC4CSJEmStOa4s8b4u7oli/Z9Fni29UGghX40V3Pdxyizz19h/72La8jhihjjksL90wEaaKKh9OTElTx0197MnNr20F8Adnr2sW3eATxAVuQ8EFivuZkRjz24nEfuX3428MS4MG0rat9Tv6HGeEnqMh4CAuRyua3Jjm0/ANiRbA+IpcBLwN+Bc/P5/Ix2+gjAx8nezLYn22z2VeAPwE/y+XxNf8mTJEmS1Cf9Hvh/wIAqYh9dmgY83M35lNSYGub0D03vAM4DPlpPc6WlvW19blhYeMmCNLTUkt/zgdOA0e308Sbw89YHgZZ9+9HEQJYSSCQCZQ5HecuTD+/IgR9cuX66vKkfD962z6XA5hUu3Ry4M8HEkH1+rNYrNcRKUpfq8zMAc7ncvsBzZJu+HgqMAxYDQ4BdyU7OeiaXy5U92SmXy/UjO/3pEmDfwrWJrBB4NvBYLpcb032vQpIkSVJvsDQNeAP4ajWhwBndnE5FjalhzjfP/t6pJ3z80hP61TW1P+1uhR2BbUo1xBinA4dT+aCRN4H3xxhf2TBM3XrDMPWGdZi77nAW0v+tvQeXU0czlbYVfPmZLUhtmp//79Y0LetfqfjXanwLdRUnibTxP+C/NcRLUpfq8wVAsmnYy8k2jP0AMCKfz48EBgM5sj0l1gXyFYp45xRil5H9tWpIPp8fSjajcDKwFSX2yJAkSZKktpamAb8Gvgg0lQmZBRy+NA14aPVltbIY47AY40+AyWM2mHl1aqmvdXVZ2Rl+McbHgJ2B7wIzUoKlMwaw6OUh8xc8O/SKxtkNu8UY/7VhmLoH8BDwkbZz/QJQTwv1FYqAy5saWN60ctpPP7J9VeuYC3ZLUG0R8MeT0viOHHIiSV3CJcDZMt9t8vn8y8VP5vP5ZcBfcrncS8BjwAjgk2TT8d+Sy+VGk705A5yVz+cvKurjnlwudwTZm9L+uVzuPfl8/m/d91IkSZIk9QZL04BfDgzLrgNOIVupNJRsVtx1wPVL04Alla7vTjHGkWR7D+4K0K/fcurqmmlpqWUVMAuK+tsKOBXYiax29yxw8XPnbHsOIc0i8DlawuZkB4mcABx0xHk3XQp7nQphRKVB6kgkWmhh1dxCaKFfw4qJi43LGpj3xjo1vIiwbiIcHUgXAOtUCPz+pDT+mur7laSu1+cLgPl8fnI77c/mcrmHgHcCpY6K+jAwCJgPXFDi+kdyudxdZJvHHgdYAJQkSZLUrqVpwHTge4XbmuQSCsU/gBBgo80m8tpLm1Z7/XTgyRjjQOC3ZEW9YoekZj4/aMLi6UsmDR5bYgLfuNmMOqu9Pf5a1dFCC3W0jZ+w+SRC0VPLm/q9TOW9/1aRqHsRmvcAvg0czcp7Nz4M/HRSGn9jLX2uya4IJ64LnEi29VV/YCJw+Qnp8kd6NDFJ7erzBcAqvVH4Wur79e7C13/l8/nFZa6/lawAeGBXJyZJkiRJq0uMcXPgiLbP77LHf2spAF705bN/2gLcBLyvVMDM28ewZNLgseU6mEH1W6xnx4G0Hgyywg57PFn88FFSOAJ4ChhWZdcJmDwpjZ8JnDQhTP4SsAtZEfC1SWn8s5UuXptcEU4MwJlABAa2aT7jinDivcDRJ6TLp63u3CRVxz0A21E44GPfwsOnSoRsV6GNNm2jc7ncqK7KTZIkSZJWs+NLPbnZlq+w1fbPVXP9k8BPyWbLlSz+NS+uZ96jIyt2sqyqQ5LL23jL12ZvvOXrjwLXA4cAe/74Z2dOBK6qoZtbpqYN3jqsZFIaP2dSGn/XpDT+772p+FcQgR+yavGv1f7APVeEE/28K62hnAHYvs8AY4EW4PIS7RsUvk6t0Edx2wbA7KlTp1Zceqwe0VBXV0dLS8vfKb/hstQXtP61fay/q9SH+Z4gZXxP0Eo233zzdV5++eVVng8B3vOhvzGgfyNP/nenktfu+rbljeddvGS99dZPz/zpT+uvP2vWrJJx858aTlpeea5KqHC6b8XrQuIDR6VFZ/1gw6UN/U8bS/Zv/B0AU6dO5bo76XfcYbC8qf3lxb++Ou3dF/67WPDU1H5Q1ZTLLccd/bbXp06dOq+bU1rjjRs3bnxP5yC1ZQGwglwutxvw/cLDX+fz+WdKhA0tfC23/LdtW+t08g07mZ66QUtLC1Q4kUzqY+rxd5X6MN8TpJX4niAA+vfvX7atvr6FQ3K3sce+D/PEozszc/poBg4cwk67DOfIo5vYZffm/iGwQWNjI+WKfwCNcxrazWM485lVdjLaqnbfO7HzHs0ccUwLG27EEGBIqbgttoH/9yv49ucSzcvLFwG/eHZinwNYr+oE1mJTrql+e78Zf3liyFbxvUP6Dav+ZyNp9bAAWEYul9sI+DPZAR8PA1/r4iGmdHF/6ryGurq60S0tLTNxtof6trFkH/SayTbplvoi3xOkjO8JWsl66603mMon3rLOqHm885B7AEjTdlr29gN2XLDDboOXhcKJG8uWLatnxezSVYQqNqragGnMqvJvNHu8g6W/ub5ldntxS5cuDdOnTx+w6XZNIZ67Tt1Nl6836L8PhZXWGm+zY1p+0md486D3sbSqwbvRwoUL655++umhL7/88uAlS5bU19fXt4wdO7Zxu+22WzhhwoS3vt+dNeu2Z1t/D7SreVEjc+57efbow7fv8e+PpJX1+gJgLpe7CXh7iabr8/n858tcswFwBzAeeBp4Tz6fX1ZmiIVkb4CDK6RR3LYAnBK8JmpqatoNeBQ4vKGh4bGezkfqKYWlLBsC0/1dpb7K9wQp43uC2vrd7343iGwyQ8UiIMDyZfU8cOnwAff+bsoA4AngqH+mA56LMQ4m+1xUstQ3cFz7taPhzGcUbzC7/Ul4ix+5j3eMGzfuv+UCYozjgP8HHEM2AQSAPQ5j0gZbbnjtrdcd9p93vHvQpt/4/pAfbbtTv73WhPeFGOMHgWsoyre5ublu4sSJAydOnDgQuBE4PsZY7nNs1ZZNe3MOVfy8Wz1x6lWfOyFdfk1nx5XUtfrCISDrku1X0PY2olRwLpcbDdwJbAm8BByUz+cr/bWodX+/cRViits8FUmSJElSj4oxhhhjzVPEYoxLgK9XE/vqXZvS0vTWnJOdgH+9K9y9RYxxMXBLueuGbrOA+sHLK/YdgK15nlG8UWkzwHnA+6akisW/zYGHgFMoKqYVTBi/+ZQzTznrkuN/c1393dvutGbMn4kx7k9W4Gubb7GPAJd00ZDtzp7sZLyk1WDN+A3WjfL5/AHVxhZO6L0D2BZ4HTgwn8+3t9ThGWD7wq2c1raZ7RQTJUmSJKlbxBiHAicAp1H4jBJjfBq4CLgixrigyn5+V+jrJ5SYVJJSVvyb+vAqk0bXA84HDgXOBd5fqv+6fon13jWLGbdsUKr5LfW0sC3P/vI+9vsb8CmywzwGApOAK4DfT0njyn7+ijHWk2371N7s1vdfeeWVb5x++unthK02P6K6z/LHxhh/EWN8tJPj/ZHqt8SaDdzTyfEkdYO+MAOwKrlcbh3gdmBHsll9787n8xOruPSuwtf9c7lcub/AHFr4emfnspQkSZKk2sUYtyJbhns+sDNZAalf4f55wBMxxq1r6O/nZBMnfrF8af2c5UvrWTpvAJMeGs/t5x/MI/ftyUzWZxmrHBpyyLvC3VvFGO8gKyCWtM7b5rHeu2ZWzCHUt1wZ4KtT0rg7pqRxR05J48ZOSeNGTknjdpySxv2kUvGv4DAqT+R4y9y5cz/S2NhYTWi3ijHuAuxdwyWf6oJhfwtUnpK5wkUnpMvd/09aA/X6GYDVyOVyw4FbgV2BGWTFv1eqvPwm4OfAcLJfrr9o0/fuwIGFh1d1ScKSJEmSVKUY43pkkx02qhC2CXB7jHG3GOMbVfb7AvCld4W7d2im7uBJTGAW69Oy0nkRiZHMY2NeZyBvbUf3HuAFslllU4FvAaPadL9gvf1n9xu6xaJBcx9ZhwXPDKOlsZ5Q38KQLRexzh5zGLzp4u1CYAgwv5p8Szip2sCU0tDnn3+eHXfcsYNDdZm9aoyvpVhY0gnp8levCCeeQVYIrORB4DudHU9S9+jzMwBzudwQsv0n9gDeINvz7/lqr8/n8zNZUfT7QS6XOyWXy/Ur9L0/8CeyLSruzefzf+vS5CVJkiSpfZ+hcvGv1YRCbE2WU7/Os2zLDMa2Kf4BBOaxDk+zPYtXbFk3AiDGmGKMvyRbgnsM8EOy5a0nAzOBQQPHLWWDD0xjy6+/wFZnPcdWZz3P+KMmM2SzxYTA7sCvas23yMa1BL/55pudGKrLrDKlsovjSzohXf47sp/R1BLNzcCVwMEnpMsXd8V4krqeMwDhw2R7RUB2Wu8duVyuXOykfD6/R4nnzwZ2AHLAxcBvcrlcEzCk0P4CcFSXZSxJkiRJVSjsc3daDZecFmP8ToyxudoLXmGzsYsYWjFmOQ28yJbsxBMEmNMmx6XAtYUbMcYcsHlxTAgQ+pU87+PYGOPXYoyV1wuvPF4g24+w0gEiq6ivb1vc7BGvdnN8WSeky6+9Ipz4B7K9G98ODAAmAteckC6f0lXjSOoeFgBXngU5uHArp+ReBvl8fnkul/sg8HGyv1btADQATwN/AH6Sz+cXdUm2kiRJklS9cUDl0zRWtgGwIVlhp12Dw5LRsM7YamKXMoh5jGxZh3l/bif02Gr6K2gAjgR+015gjHEk8EmyrZs2qWEMAMaPb++skNXiNmA6UNX3HLi0Kwc/IV3eRLYN1k1d2a+k7tfnC4D5fP4y4LIu6CcBvy/cJEmSJGlN0JHPfA01xB4JoeoxpjN22uNpl/aKi+NqGL+q+BjjZmT7IG5WY98ANDQ0vDh+/PgtO3JtV4oxNsYYf0G2VLo9r5BtSSVJFgAlSZIkqRebTraSaWCV8UuBaTX0X1OxbgHDqlkquqSWPoGK+87FGIcA/6CDxT+gZYsttvhVCOG85uZmvve9770TeBvZ5+mXgb8WljGvLj8lW3V2fIWY6cD7Yow9f3SxpDVCnz8ERJIkSZJ6qxjjEgp761Xp2hhjLQc51FSsS9TNqyLsn7X0CdzdTvtxQEdn7y0DjjniiCMeeP755/npT3/6x8J4PyU7tORGYFKM8RsxxtXy+TrG2EJ2gvEZwIttmpeSLfvdM8b47OrIR9LawRmAkiRJktS7/YKsCNbe0t6mQmwt7q4x/p4qYi4BItWdYPs48EA7MbUcggKwiGwW5LXA72KMky+++OL/N3nyZCi9d+B6wPeBrWOMH48x1nS4SEcUioC/iTFeSDYbcUOymZAPxxjndvf4ktY+IaVu/90krRWampp2Ax4Fdm9oaHisp/OResrUqVMnk/1P5JRx48atEbtdS6ub7wlSxveE3iPG+FHgaspPAlkOHBdjvL6WfgeHJYGsCLdTFeFNwITFadCM9gJjjF8BflL8XHNzHcsbG2gY0EhdXQJoBA6MMd5XoZ9QiKtl8svBMcY7ivrYBngKqOYY4FNijO3uC39IuH0DskMkdyFbmfcc8Pvb0sGv1JCnJFXNGYCSJEmS1MvFGG+IMU4Evgm8DwiFpgTcAnw/xvhAUXw98B7gaGAM2ay4O4ArYoxvtsYtToPS4LDks4W29mYYfqua4l/Bz4B+KfHd11/cuP6pR3Zg8ssTSKmOurpmNt7qtaYR687/5q33H1q2+FcktB9SMf4Mqiv+AXwhxnhpuVmAh4Tb+wE/Bj7Lqp/Hv3lIuP0a4LTb0sG1LMOWpHY5A1AqcLaHlHG2h+R7gtTK94TeKcY4Htim8PC5GOPkNu07A38Atihx+SKyItfFxU8ODksOJ1syO6LENS31LP/hlry4MGR7121MNhvwAeACIP9o2q257UVjwsx+/Qcuu75x6YAjKrycHwHfmJFGl/1gG2N8kuzQjGptXCiWtl7/BjCqhuvfFmN8tO2Th4TbA3A5lQ/vALgLOPy2dLAHeEjqMs4AlCRJkqQ+pFDwm1ymbVuyff1Glrl8CHBRjDHEGC9qfXJxGvT3wWHJxsAJwFHAaGAhcOsGTH18JG9e2KbPAcDBhdvdu4fHPvRo2m1em7F+0rb4t5x6ljCIxsL2gHW0fK0fyzcKgZNTotxJvBcBvyrT1tY/2hT/+lFb8Q+y/QAPLfH8+2m/+AfwbuCTwK9rHFeSyrIAKEmSJEm9SIxxDHAKWSFpMNmBFtcA+RhjUzuXn0f54l+xc2OMN8UYZ7c+sTgNepOsaPVW4Wr38NiOZDP9hlTo6wDgpt3DYwe3zgQcE2ZuSLZMFsjWKS9kKEsYvNKFzUAT/T8Gaf8QQi4lSs3avgz4CjChndfUAvygzXPNZHsIVnMgSauDYowTYoyT2jx/Rg19nHFIuP2829LBLtmT1CVWyzHlkiRJkqTuVZiV91VgEvA94EBgH+AIsiW9z8cYd61w/bZkRcNqDAROriLuHCoX/1q9i2zPwVYnU7Tv3gKGrVL8W1nYELgjBLZq2xJjnA8cTlYILacZ+HiM8d421ybgzvbTX0kd2UzItxwSbh9INtuxWltTegm2JHWIBUBJkiRJ6h3OJDtgotxhHJsCdxUKfaWUWrZayWGVGncPj40DPlBDf6e33mno37hP6/0m+rGUQe1cmgDWAX5YqjXG+DSwG9megbOLmprI9i7cO8Z4RZnOf9Nu5qtqW7wbRu2HkZTaT1GSOsQlwJIkSZK0losxTiCb9deekcAvKF28G1bjsMPbad+d2iad7BVjbAB+tuGmhx/22vObArCk3eIfFNXWciGwYUpMaRsRY5wOfD3G+H/AJmSF0snFpxqXcUtdXd30lpaWsVW+DoDlbR6/STbLsNrThAHm1BArSRVZAJQkSZKktd9pVF9cOjTGuEWM8aU2z8+qccyy8THGjbZ595YnPndXucmGpaT+ZPv1HTNy1Ly3nm0s2n6vrq6ZrbZ6gQ03nEJdXQtz567DU09tz9Klby0PrgfeAVxfIbdG4IVqs4oxpgsuuODqGTNmfLmGF/Of4ge3pYMbDwm3/5XqZ0Q+Drxaw3iSVJEFQEmSJEla+9WyvxzAQUDbAuCfyQ7wqPZz4g1tn4gxBuDrwHdHbzGjrpYCYL+By2cDxwBss+uzPP7vlbcr3Gmn/3HggXcwfPiClZ4/5JBbefTR3bn99oNpaekHVNwssEMOOuig/PXXX//l5cvbTuwraSHZoSttnUf1BUAPAJHUpSwASpIkSdLab+iihYN56r878NpLm7JsWX8GD17CVtu9wDY7PUv//qsc/ju07RMxxmkxxhuBj1Ux3ixKz7I7E/g+wPCx8xk+5k3mz6huK7tN93h1aev9ddabx2bbvcQrz2xBHS3ssdcjHHbYP0pe19CwnL33fohRo2Zz3XUfo6WlfpXlv7W6MJw+nOwgj6OA0f2G9G/eKrcZz49+g+aR7U60/E6McUGJ5+8EfgV8vp3rbyKbCSlJXcYCoCRJkiSt5R64Z++Gh/+1F83NK3/Em/jqxvzrznfw3g/fwiZbvF7cNKNMV58jOyxj6wrDLQOOijEuKX4yxjgW+E7r4xBg831f4r837V7FK0izNtvn5ZVO8H1X7p8sXjiYgYsXc+ihpYt/xbbc8iX22eff8++/f79/VjHgSrYNz40BPg7suTXPjTuQfrs0sHxAa/vyRY3MvvY5EuulebuOCC171jFy9Dzq6laZpPcj4CelxrgtHZwOCbd/kex7/w1W3XNxGXABcOZt6eDmWl+DJFViAVCSJEmS1mLDw4JPwr5blWtftnQQN1/7IY484UbGbzwFYAnwl1KxMcY3Yoz7kRWiPsSqh3g8AZweY/x3ictPoc0JxON3nMKCGcN56f4tK72EN0duOPf4/oOaVqry9R/QxPuP/wuzZ6xLqPL83H33vb/5oIPubIFYVfy24bk6sqLlV4GGcUzhIO6gHyvqb83U8Ri78R/exhxGBf4L/BeGjliQtt3j2bDdnk8v6tfQ/Cfg/Bjjg5XGKyzr/cEh4fbzgKOBXchOMHkBuOq2dPAb1b1SSaqNBUBJkiRJWksNDwtGAj9vL66lpZ47bzmIE06/nBC4PMY4r1xsjHEWcGSMcWPgI8AYYBFwO/DvGGO5veneVerJbQ96luFj3+Sl+7dg/vSRKxpCaiaF64H/t9+p971CdnLuSp9R+/VrZsyG1Z9NMmjQ0nXIZjA+UuUlvwQ+m91NvJN7Vir+LaeeP3AkL7PFKhcufHNYeOSOPXnkjj3/C5w+KY1fWG2et6WDFwAXVRsvSZ1lAVCSJEmS1l4nUOWhF7NnrcdrL23ywqZbvnZmNfExxteBn9aQS9k8NtxhKuO2n8qCmcNYPG8wdfUtDB65+Jc/Pe+rX8kidiPGmAeOqGG8ctavJmjb8Nzbeav4B2OZzug2BxvfzsEli39tvAO4mGxG30oOCbcPBT4IbEy2xPcB4N8e8CFpdbMAKEmSJElrrwNrCf7rH95/0+xlo0odUNEVplZqDAGGj1nA8DFvDd/2FOJf0zUFwPlVxp1R/GA8k1dqXMgQHmeXasc8akKYfNakNP5lgEPC7f3Jlhafzqp7/T15SLj9y7elg2+vtnNJ6qy2+zlIkiRJktYeVc3+a9XU2L+h/agOu6aG2Ebgj8VPxBjvprYZh6XMBv5TZex7ih/0Y/lKjU+xAy20e+JvsZMBDgm3NwB/IjsRuW3xD2BH4O+HhNuPrKVzSeoMC4CSJEmStPaaXkvwNjs+s02M8aQY47rdkEseeLXK2KsKew22dSbZgRxvdjCHi2OMS6uMHVH8YBFDVmqcQ83fotaTTr5Km+JiCfXAlYeE28fVOogkdYQFQEmSJElae11bbWAILex34H3vBS4FpsQYL4oxjmjvumrFGJeTnRw8t53Q/wBfKNNHijH+FNgQ+DjwK+BGoKWKFGYDP6w2X2ClE3dfYguWF834C9S8TV9zYfbfGe1GZgYCp9Y6iCR1hAVASZIkSVp73Qo8X03gltu+yLARb+2/11p8uruLi4D/A/YB/garVNAWA78B3hVjrLgPYYxxUYzxshjjF4CNqO6z6yhgvRrSXWkJ8hIG8zxbv/V4bG2TKwEeIzsQpJZZfR+rdRBJ6ggLgJIkSZK0lpqfhjUDRwJzKsWtu95sDnzvHaWadgF+2ZU5xRifjzG+F9gCOA34EnAcMC7GeEaMcWENfe0K7FXD8PkYY/8qY8+nTZHyHt7JdMYAsD1PM4BqVxPTCFwGjK32goJa4yWpQzwFWJIkSZLWYvPTsKeGhwX7kC2XPay4rb5+OVvv8DzvPPRuBg0qW8w6Nsb49RjjjLYN/UPTYLJZaicDmwPNZEt4LwRubUwNZZfmxhhfAV7pyGsqsl+N8duSzTJsd2nts2mbp7YNz32VooNHmujPTRzB2/k32/EM+3I/d1V30PLPJqXxs44K9w+cW9vegVUXQyWpMywASpIkSdJabn4a9gJw+PCwYAvgkF33euz09UbP2mHzrV9m8JAl7V3eAHyYrHD2lv6haXvgFmDjNvG5wu2u/qHpw42pYV4tucYYh5HNCDwQGALMAK4j+3z6KWBPoD9Z8XBSLX0XnBJj/EWM8en2Ap9N2/xs2/DcHOAHkE39a6I/93AAD7BP4448ce+mvFL/Kpu9q0I3vwO+BbAv9+/xN95Ty+nBJadlSlJXswAoSZIkSb3E/DTsJeClGP95bI2XrrQUtX9oGg/cSaEoVsa7gT/3D00HNqaG5dUMEmNsPdhjWJumE0uE71q4dcSngM9WE/hs2ubSbcNzVwMfJCs+NgCvNDLg2qvS8TMBvnLK7I8vWtjy+1tuXNaYEv2BJuCvZMuI75qUxqdLwqkDhsDHNmIir7FpVUnW0Xxhza9MkjrAAqAkSZIkrUHGhhnrA+8lO9DiTeDW6WnMxBq7WdzJ+LOoXPxrtT/ZHoTXtRcYYzwVuKjGvDrqmBjjl2KMTdUEP5u2aQRuKNxW8YMLh/8P4Ee/S2/ffuTM54Alk9L4tsufNwFG7siTzGAMSxhccczNeYm38eirbVZtS1K38BAQSZIkSVoDjA0zRo0NMy4FJgOXAj8hW1766tgw409jw4y2S3EruavG4d+K7x+ahgHH13Dt6e0FxBjXA35dY06dsS7Z969LDRoc0qQ0flGJ4h+QrfsdzBLexT8ZzpurBIT6FoZNmM/2Wz7J9uOfommd+moPLJGkTnEGoCRJkiT1sMKsv3uBbUo015EtT917bJix//Q05sUqurwEiGR76bXnPzHGh4se70S2N1+19u0fmkJjakgVYk4GBtbQZ1f4fIzxULJlupfVcvpwB00ClgEDhrGQQ7mVaWzAa2zC4oZBrP+OWayz+1zqhmTfpjdYH1J6MMb4G+BnMcZl3ZyfpD7MGYCSJEmS1PN+R+niX7GxwA1jw4zQXmcxxpnAN6oYdymr7pVXa6GuvnCr5PAa++wq25DNPHw8xrh5dw50Srp4AUVLiOtIbMhU9hn4ADue9CSj9p/zVvHvLSFsCHwPuDXGWHnNsCR1ggVASZIkSepBY8OMzYEPVBm+C9m+e9X4BfBVoNwBHbOB98QYH2zzfK37DU6r4hCQ4TX22dU2B26PMY7s5nF+BjQWPzH7g+vSNK7diZjvBM7rrqQkyQKgJEmSJPWso4B2Z/UVqeqE3xhjijH+lOxwinOAfwNPAncAnwA2jjH+s+11janhReCBGvK5vIqYN2ror5Ipnbh2U7LX3W1OSRf/DziG7JRgmtbvx9KtB1V7+fExxnHdlZukvs09ACVJkiSpZ21QY3xNRaIY4xSy/QBjDZf9DPhDFXFLgAuqiPsjcEgN45fyX+Ba4Med6ONTMcafxhgr7VfYKaeki/94STh1H+Bri3YZ8mGqn3jTDziOzr0+SSrJGYCSJEmS1LOW1Bi/uFuyKNKYGv4I/KC9MODoxtRQzZLha4A5HcllxozR3Hvv/lxyySlTzz//jFEpZbPrAJYvrfkj7WbAyI7kUYtT0sWPnpIu/ujCPYb8rcZLN+2WhCT1eRYAJUmSJKln3dXN8R3SmBq+CZwAPFOi+Q7ggMbUkK+mr8IJvG8tja3G7NnrctllJ3HhhZ/mn/98N5MnT3jvG2+s/7UHH9y7oXlZHRP/uhEvXblltd0VW20r4VJD3aIaL2lvL0VJ6hALgJIkSZLUs24DXq4ydgFwdTfmspLG1HAlsAOwD9ny1KOBLRtTw8GNqaGWfQKJMd5Ktgz4uRLNCZgOtAC88cYofv/7U3j99U1WCbzrtnfxxG935o1H12fZnIGk5lqyYC4dnInYQQ93c7wkVcUCoCRJkiT1oOlpTAtwBlBNKetL09OYBd2c0koaU0NqTA0PNqaGqxtTw/WNqeGljvYVY7wb2A44EPg+8Cvgm8AWMcYNgE1aWsKHLr305JcXLx5Sso/teI40N/so27y0H/OeXaeWFC6LMdZWMuycy4FlVcbOAW7sxlwk9WEeAiJJkiRJPWx6GnPr2DDjSOAKYFiJkEbgC9PTmItXb2Zdr3AAx12UWMocY5wUAhsCm5e6tj/LGM/klZ6b8e8xjNxuLqH96S2LgfM6knNHxRhnxxi/B/y/KsLPijEu7e6cJPVNzgCUJEmSpDXA9DTmZmAj4PPAvWR77z0AfBvYeHoaU81pu73BR8o1jGU69dkq4bcsnjaE1/+8CamlzEWZJcCHY4yvdEmGtfku2anKlXwzxnjh6khGUt/kDEBJkiRJWkNMT2PmAecWbn3V+uUaBpRZTTvniVEsmzOAMe+Yzoit3iSE7PnUAqGO64AfxBif6I5k21OY8fiVGOONwKeB9wMjyJb8/hH4TU/lJqnvsAAoSZIkSVqTzC/X0Ex92YsWTR7KK9dtQcPQRgaMWkZK0G/g8ubNP/bK79sW2GKMARgDDAJmxhhrPa23ZjHGh4CHunscSSrFJcCSJEmSpDXJ38s1zGZUuxc3LezPwteHsWjiMAZvuLgeuDnGuC1AjHFwjPFHwOvANOAVYF6M8cYY475dk74krXksAEqSJEmS1iT/AF4t1fAmI5nLyOp6qUust9sbAIPJluB+BZgNnAlMKIrsBxwJ3Bdj/HKHs5akNZgFQEmSJEnSGiMlmoFTgKZS7U+xA81VfJQd964pNAxd3vrwROAnwMB2LvtpjPGj1WcrSWsHC4CSJEmSpDVKSvxzm22ePWPIkIWrtM1jHf7bf1f6DS5ZH4SQGPfuKYzZd0bxs+U3D1zV2YU9AiWp1/AQEEmSJEnSGueoo67fbfnyei655BSmTx+3UtvcupFs//mnmPvUOsx9al2aFjVQ37+ZYZsuYL3dZ9F/RJniYHW2A/YF7utMJ5K0JrEAKEmSJElaE7136dJBTJ++wSoNS5cOYvGyway322zW2212d4y9AxYAJfUiLgGWJEmSJK2JRs6Zsw5QajVu4LHHdlvd+UjSWssCoCRJkiRpTfRGXV0q2/jII3uwaNHg7hr7me7qWJJ6ggVASZIkSdKa6Kb11nuD+vrlJRsXLRrG1Vcfy+LFgyr1sbQD4z4P/KsD10nSGssCoCRJkiRpTXTBwIFLm3fY4amyAdOmbciFF36Kf//77W0LgYuAC4FdgBdrHPecGGP5qYeStBayAChJkiRJWuPEGF8GPv+Od/yL/v2XlY1bsGAEt99+CD/72VdefPXVTXYEtgDWizGeHmN8HvhaDcN+I8Z4becyl6Q1T0jJP2xIAE1NTbsBjwK7NzQ0PNbT+Ug9ZerUqZOBDYEp48aNG9/T+Ug9wfcEKeN7Qt91fLiqHkhXpuNaejqXGOMJr7yy6S9vuOGodZYtG1gu7CXgkJR4tUwfnwAuAOrLXD8ZOCnGeGepxs68L0wIk7cDTgN2K4z/AnAJcP+kNN4P5JJWC2cASpIkSZI4Plw15vhw1bePD1e9CiwHmo4PVz18fLjq5OPDVWUrb90txnjFZpu9Ovboo689fYcdnnx4wICli4uanwU+D+xWrvhX6OMiYAfg18CswtNLgbuADwMblSv+ddSEMHnghDD5CuDpQo77AW8HTiLbY/DuCWHy+l05piSV4wxAqcDZHlLG2R6S7wlSK98T+o7jw1X7AXlgZJmQ/wGHX5mOm7bakiojBAIwBGhOiSUd6SPGWB9jbK42vtb3hQlhch1wE/CBdkKfBPadlMYvqDYXSeoIZwBKkiRJUh92fLhqa+AWyhf/AHYG/t6TMwFbpURKiYUdLf4B1FL866AP0n7xD2BH4Ivdm4okWQCUJEmSpL7uW8CwKuJ2Bo7u5lxWMTrMWhs/t366hthPTgiTG7otE0nCAqAkSZIk9VnHh6tGAR+t4ZLTuyuXYqPDrL1Hh1lXjg6z3gSaR4dZ80aHWZeNDrP2WB3jd0ahmPfuGi4ZB2zbTelIEgD9ejoBSZIkSVKP2QHoX0P87seHq8KV6bhu2Ux+TJgREuHnwBeyZ0Jr0wjgRODE0WHWd4H/m5nWX1M3tB9IUeJVGtrZQWOM/YD3AoeSzeicCVwfY3y4s31LWvtZAJQkSZKkvqvWz4T1ZCvJunQPvQ3C9BHAJwJ8vY40CiABiUAi0Kae9i1gLvDzrsyhCy0CFgODa7hmRmcGjDEeClwETGjT9KUY44PA8THGlzozhqS1mwVASZIkSeq7Xq4x/pUr03FdXfzbCrgV2KS4zJeV/RKJRAt1tCkCnj06zPrdzLT+wq7MpRYxxu3J9vr7EDAKmAf85ZSzOf+Sc069ATipyq7+MymNr/XnUJzHe4E/kxVnS9kbuC/G+PYY4ysdHUfS2s0CoCRJkiT1UVem4147Plx1F9XvWff7rhx/gzB9JIXiX7mYANTR0rYIOBz4GNmst9XizTff5Jprrjljzpw5mwObAhu1CRkNnAKc8uEzbrzkj+cfSZUrgc/taE4xxsHAFZQv/rUaA1xAtjxYUh/kISCSJEmS1Lf9qMq4OXR9we1UKhT/IFsK3DobsI3VciBIjLHuN7/5zefOP/985syZczLwTlYt/q1k5HpvnnLAh//51yq6vxS4qhPpfQxYt8rYQ2KMW3ViLElrMQuAkiRJktSHXZmOuw34fDth84Hclem4mV017gZhegA+2V5ceOtrtitgkdW1ou1nc+fOPTGl2s4c2XyHV949YtS8T/YfuGziOqNnM3L9udTXL29tnkO2l+Gpk9L4zhxm8oEa43OdGEvSWswlwJIkSZLUx12Zjjv3+HDVs8CZwEFFTcuA64DvX5mOe6GLhx0CbFFtcInFtK8AxBi3JttvbzNgOfAwcEWMcW5nE4wx7sxbJxLXbPCRn/nDaSmxQSgkv7ypfuncmeveDelz51/0mRc7mx+wTjfHS+olLABKkiRJkrgyHXc7cPvx4aqNWVFMe+rKdFynC2lltLdvXSUtm279yk0xnn8T2SEcxY4Bfhhj/B7wvRhjZ2bYfboT1wLsHooql/0amgeuv+Gsw4AHYoyHxhgf7WT/87o5XlIvYQFQkiRJkvSWK9NxrwOvr4ah5gPTgbHVBBdX8erqmm/d99D77iI73KKUgcB3gBHAVzuR4yGduLaSUcDfYozbxxjf6EQ/fwbeV0N8vhNjSVqLuQegJEmSJGm1m5bGJmo4VTgVjgKBNHe3tz96+PB1FpQr/hX7Soxxr47kF2McDozvyLVVGg2c1sk+rgWqnaF5e4zx+U6OJ2ktZQFQkiRJktRTfkMVy1ILx3/MCLRMawiN6+yw59O1jPGZDub2W7p/1dwnOnNxjHERcCLQ3E7oLOD0zowlae3mEmBJkiRJUo+YlsZO2SBMzwF/BYaXiklZcSvW0zIowDfX33AWg4ctrmWY9xc/iDFuAexG9nn4JeCRtvsExhg3AY6qZZAO2iTGOCDGuKyjHcQY/xJjfD9wEbBhiZBHgGNjjC93dAxJaz8LgJIkSZKkHjMtjf3XBmH628hOID4WGFRoWg78KcBPAul/wCSAAQMbax1iRIwxAHuR7Qt4UJv2FwvFsXWBAcBEYCElDx7uFp05pASAGOPfC0XLHHAoMBSYCVwPPNTJg1Ak9QIWACVJkiRJPWpaGvsi8IkNwvQvAVuRbVf16rQ09g2AcWHa28n2zGPpkgG1dj+X7KCMPwD9S7RvWbi12rnWAYrMITt4pNoTjp+NMdZc0SwlxrgcuKlwk6SVuAegJEmSJGmNMC2NXTAtjX10Whr7SGvxr2BE6503pq7PwjeH1NLtbWQz4UoV/7rKv4B3kS3Bvb6G637XPelI0sosAEqSJEmS1nSzW++kVMcz/9mulmsXs2JZcXe5PsZ4d4xxKfCDwpjteY0aTkGWpM6wAChJkiRJWtM9Crze+uCJB3Zm6msbVHPd2cBh3ZVUwSLgqtYHMcangA8Vni/ndeDQGOP8bs5NkgALgJIkSZKkNdzUtEEzcH7r45bmev5+9eE8//hWtLSselZHS0tYAHyebDZeVZXCTvh2jPHN4idijLcBOwI/J9uDsNVrwDeAXWOML3RzXpL0Fg8BkSRJkiStDX4FHFy40by8gXv+/C6e/+/W7HnQw6y3wSz69WshJVJdXfoPMBloLtyqPZSjFolshuEvSzXGGF8FvhxjPJPshOFmYG7ribyFU3tPA/Yh25/wNeBy4I4YY0s35CupDwspeRq4BNDU1LQb2dKC3RsaGh7r6XyknjJ16tTJZBtYTxk3btz4ns5H6gm+J0gZ3xO0phkXpg0EfgGcDPTfcufneef776Wuvmy97G/ASODtnRl38ODBt/Xv3/+QN998c0FKaQ6QBy6IMT5ba18xxnrgR8CXgFWnL8LjwIdijK91ImVJWokzACVJkiRJa4WpaYOlwOnjwrSzd93vse+87V2PnBZKldBWeA/wcGeH/cQnPvHtoUOHHgIc0JE/DMUY+wOHAJsBRwDvrBC+C3BPjHGvGOP0jiQsSW1ZAJQkSZIkrVVOO/u3s4C9qwzfk2xW3S4dHO68oUOHLu/IhTHGOuDLZLP9xtZw6UbAOcAnOzKuJLXlISCSJEmSpLXNXsBONcQ/BbzSgXH+CvykA9e1Fv9+D/yY2op/rY6LMY7oyNiS1JYFQEmSJEnS2uZtNcbvCFxV4zWTgSNijB2a/Qd8Ajixg9cCDKaTexdKUisLgJIkSZKktU2tp/r2AybWeM19McamGq8BIMYYgC905No2hnZBH5LkHoCSJEmSpLXOSx2I/yNwLtnMumpcVuMYxXYDtqnlggXThzL5kfHMfXVdmpvqGTBsGXX9Wt653zn33fmv9I45nchFkpwBKEmSJEla69wGTK0h/pIY4zzgdzVcs1FNGa1sXLWBqQWeu2VrHv7t3kx9bDxL5g6mceEAFkwbzpuTRp4BvLJfuO/gTuQiSRYAJUmSJElrl8LS3GoP53gS+Fvh/teB26u87ncxxiNrza1gSbWBL9y6FVP+M6FSyAjgL/uF+6o99ViSVmEBUJIkSZK0NvoVcGE7Ma8C748xNgPEGJcBnwZSlWP8OMZY636DAI8Ai9sLWvTGYCY/XNVEwwHATzuQhyQB7gHYY5qamnbr6Ry0itY9OrZpaurQXr9Sr9CvX7+Gwt0Gf1epD/M9QcL3BK3ZzjrrLJqbmy+69tprp0ydOvWYpqambVvbQghvjhw5Mn/QQQddttVWW41qamoa1do2atSo02fPnh2qHGbTbbbZ5nSgdQ++qt4XzjrrLH7961//Y/78+UdUipvyn/FVpgHAvhd8/ZWPnvqdCbXuf6jVrKGh4bGezkFqK6RU7R8+1JWampr8xkuSJElSF0gpMWfOHBYsWEBDQwOjR4+moaGhZOw111zDq6++WnXf++23H/vvv3/NOc2fP59LL72UhQsXlo15+Hd7smDa8Kr7/Py5m/CBT42pORetXg0NDdUWmKXVxhmAPWf3nk5Aq9gGuBo4Fniuh3OReszcuXP/DowGZq6zzjqH93Q+Ug/xPUHC9wStPUIIjBo1ilGjRrUbO3Xq1N9Rw+exp59++vf777//ndT4vjB8+HB23333je+5557rgP6lYlqW17Yr198unfmzD3xqzDU1XSRJWADsMU4JXvMUTeV/zp+P+rLly5e3/sfQ5H8L6qt8T5AyvieoN1q2bNmT1FAAnDNnzoOsKPrV9L5wzz33DKdM8Q9gwPClLJo1tNruePG/ix8qN36McTDwMWB/YBAwGbgyxvjfqgeQ1Gt5CIgkSZIkqS+5rIbYxcCNnRjr45UaN9h5Wi19zQX+WqohxngyMAW4GDgB+AjwReCxGOM/Y4zjahlIUu9jAVCSJEmS1JfcCzxUZexEoPopeqvarFLj6G1nMnDEkqo6WmfTOfcdePYdA9o+H2M8A7gEGFnm0gOAf8UYR1c1kKReyQKgJEmSJKnPiDEm4MNANafpbgM89NBDD21Y4xgTYozfASqenl3XL7HT0f+j36DGiv2N2vINdjn2v+8HpsQYfxVjHFgYZw/gV1WktBnww+qyl9QbWQCUJEmSJPUpMcYpwD7A81WEj7vnnnt+nFKqtu8TyIqL3wIGtxc/bOxC9jjlEdbfdiaQWorb+g9ZxqYHvMxOR/2PuvpEob/PAffFGG8BHgbqq0oMPhZjbP+UFEm9koeASJIkSZL6ooHAFtUENjU1bTNx4kQ23njjinExxg+S7TEYaklk8Kgl7PTRJ15+/m9bHzFiwryHW5bXDxgwbBnrbDqntfDXVtWHmBQZCBwMXNeBayWt5SwASpIkSZL6oqOofvYc999/P2PGjKlraGgo2R5jrAd+SY3FvyJf2/o9zx8OrLLPXxca0Y19S1qDuQRYkiRJktQX1bSv36uvvsq55557VYxxozIhhwCVpwiW1gycFmP8I3B0B66vxdxu7l/SGsoZgJIkSZKkvqi643eLNDU1bQ08FmP8E1kx7R7gHzHGZmD/GrtrBs4FLogxvlh4bkytOdVgCXBbN/YvaQ1mAVCSJEmS1Bf9q4PXjQJOLdz/KvB6jPGzZCft1qI5xvilNs8t7GBO1bgyxjivG/uXtAZzCbAkSZIkqS+6DXi5C/rZGPgzsF6N15Xaf/COzqdT0rPAN7qpb0lrAQuAkiRJkqQ+J8bYAnwOaOmC7gKwb43XzCnx3AVdkEtbfwXeGWMsNZ6kPsICoCRJkiSpT4ox/o3sNODmLuhuANBUQ/w1JfJ5EvhZF+QCcC+wdYzx/THGWV3Up6S1lAVASZIkSVJf9ieyGXxd4Y0q41qA35RpOxP4AZ2bmTgJODLG+EIn+pDUi1gAlCRJkiT1ZYPous/GjcD9VcR9sVxxLsbYEmP8JrAp8H1gSo05vAYc7Kw/ScUsAEqSJEmS+rJFwOIu6msecChwGbC8RPtM4KQY47ntdRRjnEi2rHjDKsZtBp4APgPsFGN8vsp8JfUR/Xo6AUmSJEmSekqMMcUY/wCc0AXd/S3GuAj4eIzxLOAYspl8jcADwM0xxsYYYz/gfcBHgfWB+cA/gGsK1xNj3Az4UpXjPg3sEmNMXfAaJPVCFgAlSZIkSX3dr+l8AbAZ+G3rgxjjVOCnbYNijHsANwCbtGk6AvhJjPFTMcbrgNOofm/CnYB9gH/XnrakvsAlwJIkSZKkPi3G+B/g653s5msxxtfbGWdX4C5WLf61GgFcG2M8Gti3xvFrjZfUh1gAlCRJkiT1eTHGHwEnA1NLNC8aOnRouUsXA5+NMf6simEuBMp2VOS3wMAq4ooNqDFeUh/iEmBJkiRJkoAY46UxxquA9wK7AvXAiyeffPJLY8eOve+WW2455X//+99eZAdzLAHuBa6IMb5ZRd9vA/asMpXh1D5hZ2KN8ZL6EAuAkiRJkiQVxBibgJsLNwCampp2A3jf+973+Ic+9KHfd7Drw2uMb6whdgHwpxr7l9SHuARYkiRJkqTuN7zG+CXAs1XG/jbGuKDG/iX1IRYAJUmSJEnqfrM6EP9BYFo7cf8AzupIQpL6DpcAS5IkSZLU/f4I/KiG+BtjjC/EGPcEvgccxcoHfUwHzgd+VFi2XJUY4xbAwWSHkcwE8jHGuTXkJWktZAFQkiRJkqRuFmN8OcZ4C9kBI+2ZDeQL100GTowxfhl4BzAEmAHcU2Phbxvgl8ChbZqWxBivBL4aY5xfbX+S1i4WACVJkiRJWj1OAx4ANmonbhRwQ4zx6BjjUoAY4xsUHUxSixjjzsDdwMgSzYMKee0ZYzygmhONJa19LABKkiRJkvqsvcLDWwL7kxXCpgD/eCjtuaQ7xooxTo0xvh24Fdi+nfAPAL+PMf4dWA+YB9wWY5xS45j9gJsoXfwrtgvwK+CkWvqXtHbwEBBJkiRJUp+zV3h4573Cw7cBLwAXA78mK5RN3is8/N29wsP9u2noN4DRVcZ+DLgC+Dnwe+D1GOONMcYJNYz3fmCzKmOPiTGOqaFvSWsJC4CSJEmSpD5lr/Dw24H7yQ7DaGtdslN1891UBPwQsH4Hr60HjgQejDFWXdSrof8G4MM1ZyVpjWcBUJIkSZLUZ+wVHh4C/InsMI1KDgX+rxtS2LkL+hgHXB9jDFXEbtCBviX1Mu4BKEmSJEnqS46h+iW4p+8VHv7efY27duX41RTtqvE2YF/gvnbiFtXYb63xJRWWEp8C7A0MAF4HLgMeiDGmrhhDUvWcAShJkiRJ6kuOqyF2XeCwLh7/uS7sq5rX8s8a+7yrI4m0ijGGGGMEJgHfI9uD8BDgE2TLru+PMTrLUFrNLABKkiRJkvqSDWuM7+pi1R+A+V3UVzW5/R5orLK//wIPdzwdAH4EnE22n2Ap+wD3xhjX6+Q4kmpgAVCSJEmS1JcsrjF+SVcOHmNcCPysi7pr97XEGGcC36iir2XAZzuzPDfGuCvw1SpCNwfO6eg4kmpnAVCSJEmS1JfcU2P8vd2Qw3fJ9sPrrGqX9/4COBNYXqZ9DvDeGOP9nczn0zXEnhBjHN7J8SRVyQKgJEmSJKkvuaCG2NsfSnu+1NUJxBhbgFOBnwCz2jSXK9K1NR+4usrxUozxJ8AmZDPvHgSeItvv7zRg4xjjnVWOW8nhNcQOJTvERNJq4CnAkiRJkqQ+46G05zN7hYd/BXy+ndCFwFe6I4cY4y7AjcAWJZobgXraPy34S4XlxLWMOwWIhVt3qHVG37BuyULSKpwBKEmSJEnqa74M/KpC+0zg0IfSnk909cAxxu2Buyld/AMYTFb8W1amvQk4I8Z4SVfn1gXazmZszxvdkoWkVVgAlCRJkiT1KQ+lPZsfSnt+Adge+DXwBPAS2f6ApwKbPZT2/Hc3Df8bYEQVccuBs4B/A8+Tnc77f2TLdX/TTbl11h9qiJ0B3NddiUhamUuAJUmSJEl90kNpz2eAz62u8WKMOwL7Vxk+BFgYY1yb9sm7EPgS1dUaLowxNnZzPpIKnAEoSZIkSdLqUcshGR2J71ExxleB06sIvQf4QTenI6mIBUBJkiRJklaPXn9IRozxYuCjwKQSzY3ARcB7Yozl9jiU1A1cAixJkiRJ0urRJw7JiDHeGGO8CXgPsA8wAHgNuC7GWOv3QFIXsAAoSZIkSdLqcTPwc6pfjVfLoRprlBhjM/CXwk1SD3MJsCRJkiRJq0GM8XXgz1WGTwdu7MZ0JPUhFgAlSZIkSVp9Pg282k7MUuBo98mT1FUsAEqSJEmStJrEGKcD+wJ/LRPyJHBgjPGe1ZeVpN7OPQAlSZIkSVqNYozTgPfHGLcAjgTGAAuA24H7YoypJ/OT1PtYAJQkSZIkqQfEGF8CftjTeUjq/SwASpIkSZLUR8QYtwT2AfoDE4G7YozLezYrSd3NAqAkSZIkSb1cjHF3stmGB7Vpmhxj/AXwyxhjy+rPTNLq4CEgkiRJkiT1YjHGA4F/sWrxD2A88DPgshijNQKpl/I/bkmSJEmSeqkY4yjgj8CgdkKPB87o/owk9QQLgJIkSZIk9V4nAyOqjP2iswCl3sn/sCVJkiRJ6r2OryF2U2Df7kpEUs+xAChJkiRJUu81ocb48d2ShaQeZQFQkiRJkqTea0k3x0taC1gAlCRJkiSp9/pXDbHLgQe7KxFJPccCoCRJkiRJvddvaoj9U4xxerdlIqnHWACUJEmSJKn3uhe4voq4ucBZ3ZyLpB7Sr6cTkCRJkiRJ3SPGmGKMJwItwMfKhE0FcjHGF8v0MQD4CHAasDMQgOeAi4GrY4yLujxxSV3KGYCSJEmSJPViMcZlwLHA3sAVwIvAROA+4FRgqxjjo2WuHQ88AlwJ7AcMB4YBewC/BZ6MMW7d3a9BUuc4A1CSJEmSpF4uxpiAhwq3aq8ZCtwGbFshbFPgjhjj7jHGmZ3LUlJ3cQagJEmSJEkq5VQqF/9ajQe+2M25SOoEC4CSJEmSJGklMcYAnF7DJafGGPt3Vz6SOscCoCRJkiRJamsksFUN8esBm3dPKpI6ywKgJEmSJElqqyOz+ZwBKK2hLABKkiRJkqS2ZgMLa4hvASZ1Uy6SOskCoCRJkiRJWkmMcTlwVQ2X/DnGOKe78pHUORYAJUmSJElSKecCjVXEJeBn3ZyLpE6wAChJkiRJklYRY3wWOA5Y3k7oGTHG+1dDSpI6yAKgJEmSJEkqKcZ4I3AAcGuJ5n8Bh8UYL1itSUmqWb+eTkCSJEmSJK25CrP7DosxbgrsCATguRjj8z2bmaRqWQCUJEmSJEntijG+Crza03lIqp1LgCVJkiRJkqRezAKgJEmSJEmS1ItZAJQkSZIkSZJ6MQuAkiRJkiRJUi9mAVCSJEmSJEnqxSwASpIkSZIkSb2YBUBJkiRJkiSpF7MAKEmSJEmSJPViFgAlSZIkSZKkXswCoCRJkiRJktSLWQCUJEmSJEmSejELgJIkSZIkSVIvZgFQkiRJkiRJ6sUsAEqSJEmSJEm9mAVASZIkSZIkqRfr19MJrKlyuVw98DCwW+Gpc/L5fKwQH4CPAycD2wP9gVeBPwA/yefzi7ozX0mSJEmSJKkUZwCW90VWFP8qyuVy/YCbgUuAfYEhQCIrBJ4NPJbL5cZ0T5qSJEmSJElSeRYAS8jlcpsC5wCvATOquOQcIAcsA04DhuTz+aHAAcBkYCvghu7IVZIkSZIkSarEAmBpFwCDgc8ASysF5nK50WSzBQHOyufzF+Xz+SaAfD5/D3AE2WzA/XO53Hu6L2VJkiRJkiRpVRYA28jlcscChwI35fP5W6q45MPAIGA+WeFwJfl8/hHgrsLD47oqT0mSJEmSJKkaFgCL5HK5UcAvgIXA56u87N2Fr//K5/OLy8TcWvh6YCfSkyRJkiRJkmpmAXBlPwPWB/4vn89PrvKa7Qpfn6oQ09o2ulBklCRJkiRJklaLfj2dwJoil8sdCJwIPA6cW8OlGxS+Tq0QU9y2ATB76tSp1RYYtfo01NXV0dLS8negqaeTkXrQ2Nav/q5SH+Z7gpTxPUHK+L6gqo0bN258T+cgtWUBEMjlcgOBC4EW4FP5fL65hsuHFr6WW/7btm1Y4euGNYyh1aSlpQVgdE/nIa0h6vF3lfow3xOklfieoD7P9wVJazMLgJmzgS2AC/P5/EOracwpq2kcVa+hrq5udEtLy0z8q576trFkH/Sagek9nIvUU3xPkDK+J0gZ3xckrdV6fQEwl8vdBLy9RNP1+Xz+87lcbifgK8AM4BsdGGIhsA4wuEJMcdsCcErwmqipqWk34FHg8IaGhsd6Oh+ppxSWeG0ITPd3lfoq3xOkjO8JUsb3BUlru15fAATWBcaUeH5E4eu5ZN+H/wOW53K5oW3iQuFr/9a2fD6/sKh9KlkBcFyFHIrbplWZtyRJkiRJktRpvb4AmM/nD2gnZJPC198WbuV8o3Ajl8utk8/n5xWefwbYvnArp7VtZj6fn91OPpIkSZIkSVKXqevpBHqBuwpf98/lcoPKxBxa+HrnashHkiRJkiRJektIKfV0Dmu0XC73GrAxcE4+n48l2kcDrwGDgC/l8/lftGnfHXiEbCnxe/P5/N+6N2NJkiRJkiRphV6/BLi75fP5mblc7hfAN4Ef5HK5+cDl+Xx+eS6X2x+4iqz4d6/FP0k9LZfLRbKTzytZlM/n2+6HWtxHAD4OnEy2xUF/4FXgD8BP8vn8oq7JVpLUU3K53PrA14EcMB5YBDwG/Cafz9/cg6lJkqQOcAlw1zgbyAMDgIuBRblcbiFwDzABeAE4qufSk6RVNJGdfl7uVlIul+sH3AxcAuwLDAESWSHwbOCxXC5X6uAlSdJaIpfLbQ88BXwJ2ILsPWMkcDDwp1wu96uey06SJHWEMwC7QGG23wdZMSNmB6ABeBpnxEhaM/27ikOSSjmHbDbIMuCzwGX5fL4pl8u9k2zG81bADcA7uypRSdLqk8vlBpD9YXs0WRHwuHw+/79cLjcY+CLwHeBzuVzu8Xw+f2kPpipJkmrgHoCS1IcULQG+p9YCYJs9T7+Sz+d/1qZ9D+Ah3PNUktZauVzus8C5wGJg23w+P7FN+3nAGcBUYJN8Pt+0+rOUJEm1cgmwJKlaHyYr/s0HLmjbmM/nH2HFyejHrca8JEldp/X397Vti38FPybb+mEc8K7VlpUkSeoUC4CSpGq9u/D1X/l8fnGZmFsLXw9cDflIkrpQLpcbCuxRePiPUjGFouCzhYf+rpckaS3hHoCS1Ddtn8vlngY2A5YDrwO3A+fm8/lXy1yzXeHrUxX6bW0bncvlRuXz+dldkq0kaXXYlmwbB2j/d/12rHhfkCRJazhnAEpS37QesA2whGxZ7/bAF4Cnc7ncMWWu2aDwdWqFfovbNigbJUlaExX/3q7md72/5yVJWktYAJSkvuVF4KvAlsCAfD6/LjAU+ADwPFkx8PJcLrd/iWuHFr6WW/7btm1Y59OVJK1GQ4vuV/O73t/zkiStJVwCLEl9SD6fv7rEc0uBfC6X+xfwCLA58EPg7as5PUmSJElSN7AAKEm9RC6Xu4nSRbvr8/n859u7Pp/Pz83lct8HLgH2zuVy6+Xz+TeKQhYC6wCDK3RT3LagirQlSWuOhUX3B5Od+l5K6+96f89LkrSWsAAoSb3HusCYEs+PqKGPhwpfA7ApUFwAnEpWABxX4fritmk1jCtJ6nnF+/6No3wBsPV3vb/nJUlaS1gAlKReIp/PH9DNQzxDdljI9hViWttmegKwJK11ngMS2R+Bti88LqX1d/0zqyMpSZLUeR4CIkkqtlfhawJea9N2V+Hr/rlcblCZ6w8tfL2zi/OSJHWzfD6/EHi48PCwUjG5XG48sF3hob/rJUlaS1gAlKQ+IpfLhXbaRwDfKDx8KJ/Pz2oTchOwBBgOfKrE9bsDBxYeXtW5bCVJPaT1sKiP5XK5CSXazySbITgV+Odqy0qSJHVKSCn1dA6SpNUgl8u9E/gWcClwdz6fn1p4fgBwEPBjslkdzcCB+Xz+nhJ9fA/4JrAMOAO4PJ/PL8/lcvuTFf0mAPfm8/l3roaXJEnqYoX3hGeAzYAngOPz+fwThZnfnwe+T1YAPDmfz1/ac5lKkqRaWACUpD4il8sdwMqzNRaTzegbwYo9YRcCp+bz+evL9NEP+COQKzzVCDQBQwqPXwDemc/np3dp8pKk1SaXy21Ptu3D6MJT88l+z9cXHv86n89/ridykyRJHeMSYEnqO54EvgrcDLxINotvBLCAbM+n7wLblCv+AeTz+eXAB4FTgPvJCogBeBo4B9jN4p8krd3y+fzTwI7AL4CXgAHAm8AdwIcs/kmStPZxBqAkSZIkSZLUizkDUJIkSZIkSerFLABKkiRJkiRJvZgFQEmSJEmSJKkXswAoSZIkSZIk9WIWACVJkiRJkqRezAKgJEmSJEmS1ItZAJQkSZIkSZJ6MQuAkiRJkiRJUi9mAVCSJEmSJEnqxSwASpIkSZIkSb2YBUBJkiRJkiSpF7MAKEmSJEmSJPViFgAlSZIkSZKkXswCoCRJkiRJktSLWQCUJEmSJEmSejELgJIkSZIkSVIvZgFQkiRJkiRJ6sUsAEqSpF4rhHBSCCEVbif1dD69XQjhgKLvd+zpfCRJkpTp19MJSJLUV4QQUoXmRcAc4Ang78CVKaX5NfS9H/AeYH9gArAeEIC5wIvAw8DNKaX7a8z5lkK/AMuBCSml6bX0UcUYlwEnlmhKwAJgPtn35ingMeCOlNL/ujIHqVohhHpgW+BtwO6FrzsDgwohl6eUTuqZ7CRJkkqzAChJ0pphSOE2AXgv8O0QwokppVsrXRRCeAfwY2CfMiEbFG77A18JITwHfDOl9Kf2EgohbAgcWvRUP7JC3Y/au7aLBGB44TYe2Ak4ppDbo8CPUko3rqZcpFY3AEf0dBKSJEm1CClVmowgSZK6SpsZgB9q0zwM2AU4gWz2HsAy4ICU0oNl+vss8HNW/EFvAXA78G9gJtAEjCUrnB1euN9qnZTSvHbyPQv4bpunX0gpbV3pulq1mQH4a+CuouaBwEiywuiewH7AgKL2PwAnpZQWdWVOUjkhhJuBDxQ9NQeYDWxZeOwMQEmStMZxBqAkST0gpXRziaevDCF8H/gH2bLCAcAvKDG7L4TwSeDcoqd+Dnw3pTS31HghhDrgo8DZwDbt5RdCCMDJhYfzyQqLHwa2CiG8I6V0X3t9dNBjZb43rXmNBr4AnAnUA0cCA0MIH0wpNXdTTlKxh4FngUeBR1NKrxb2l7y0R7OSJEmqwENAJElag6SUZrPyfnh7hxAmFMeEEHZh5eLfySmlL5cr/hX6bUkpXQfsCvyObH+9Sg4ANivcvwG4sKjtlHau7TYppZkppW+SLU1uLDz9PuBLPZWT+paU0vdTSt9IKf0hpfRqT+cjSZJUDQuAkiStYVJKzwAvFT21U5uQ7wD9C/cvSilVPfMopbQ0pfTJlNKb7YQWF/muIFuWO7nw+CMhhGHVjtkdUkp3ks0CbHVmCGFI27hqTgEuar+78Hh4COEbIYRHQwhzQwjzQgiPhBBOCyE0tLl20xDCz0IIT4cQFhZi/xlCqHqPuBDCiBDCl0MId4QQpoYQloUQ5hTG/0FhL8ZK119W9Bo2KTz3rhDCDSGEiYX+ZoYQ/hZC+EClvgrX1oUQjgkh3BxCeD2EsCSEsDSEMCWE8L8Qwo0hhE+HEEaVuLbqU4BDCINCCJ8JIdweQpgWQmgMIcwufK+/G0IY1871q/xsQwhbhRB+HUJ4IYSwuPDzeCCE8PkQQv9K/UmSJPVmFgAlSVozzSy6P6L1TghhS7IZb5CdyntOVw8cQhhJttwX4BXgvpRSC3Bl4bkhwFFdPW4HXABMK9xfj5X3ZeuQEMI2ZCcNfx/YjWz/wRFkS7J/C/yptZAUQng/2anNXwK2I/u+jCCbPfnHEMIPqhjvI2Tf458CB5Id2NIfWKcw/teBl0IIpU5JLtNlOJesYPsRsr0T+wPrk+0DeXMI4bwKF48C7geuJvt+bkS2D+MAYBxZMfpI4Hzg41XmVGqcPYDnyfZ8PIhsf8oGYF2y7/VZwIshhJPLdrJqn8cDjwOfIduPbxDZz2Nv4JfA3SGE4R3NWZIkaW3mHoCSJK2ZRhfdL56tV3wq7x0ppSndMPYxZEUfgCvSihPDLgO+Ubh/MnBxN4xdtZRSYwjhRuBzhacOAK7pRJcjgL+QLX3+A3Ab2f6H25EVldYlO6H5myGEvwE3AUuB88j2hWsu5HAy2f6EXw8h3J5SuosSQgifICsqBrLlzH8G7gVmAEOBd7DiZ3FZCKExpXRtO6/hu4VrXiMr2D5LVlg7EDiO7I+/Z4QQ/p1SKvW9uoisYAYwCbgOeBGYS1bg3JJsT8r92smjrBDCTsA/C/0BPFPI9VWy7/EHgUOAwcAlIYSQUrqknW4PIytMLiYrTj5CdojOLsCnyH62+5AVWk/raO6SJElrKwuAkiStYQqz0LYoeurJovvvKLp/fzel0Lr8N5Et/80epPRCCOFBsgLRPiGEbVNKz3ZTDtV6gBUFwD062dcuZEWj96SU/lHcEEK4lmxm4CCyQ0iOBSYCB6aUXisKvSaE8ADw+8LjL7Pyqcat/e1EVjgMZAW2XErpuTZhl4YQfgrcQTb77rchhFtTSnMqvIZjgOuBE1NKy4qevyKEcDsrZnF+nTbF0sIBK62zKP9deG1LSw0SQlifFadVVy1kh9FczYri38XA6Sml5UVhF4QQTiErRgbg3BDCnW2+z20dBTwNHNqmKH5dyE6ZfoSsqHpSCOHbKaUZteYuSZK0NnMJsCRJa5AQwjpkM+1aPZRSmlj0uHg/uOJ9Artq/F3Ilp5CtvS37SEHlxfdr3p5Zjd6vej++l3Q3/9rW/wDKBTnri48HEFWoD22VFGqsCdj68/mwBBCqT+4RrKluUvJCo5ti3+tfT0LnFR4OAz4RDv5v8Cqxb/Wvq4CHio83LHE3oKbseL/Da8uV/wr9DWrg8Xf9wI7FO4/AXyqTfGvtf9LyGZHQjYT8PPt9LscOKLUjNjC9/b8wsMGsiXHkiRJfYoFQEmSekAI4YNtbseFEH4CPAfsVQhrBL7Y5tLigxfmdUNqxYd/XF6i/XqyWXIAJ7Q9FKMHFJ98vMqhFDVqBn5Tof2+ovv/SSk9WEXsAGDz4obCHoutM+3+lFKqWMhNKd3Oir0OD60UC/ymVPGvyO1F93do07ao6P7u7YzTUcWHo/wspdRcIfaHrDitur1DVf6aUnqhQnul1y1JktTruQRYkqSe8ad22mcBJ6WUHmjzfOimfAghDCBbQgqwBLixbUxKaW4IIU92wMRosgNJ2nst3an4+5HKRlXn+ZTSvArt04vuP9xOX8Wx67Rp25cVf4RdFkL4YBW5LSA7IGS7duLa/ntpa3LR/bZ5PQNMIZtlenIIoZ5sGe6D7RTqarFX0f3bKgWmlF4PITwHbAtsFELYIKU0rUx4Z163JElSr2cBUJKkNcMSYDbZfn9/B64sU4yaXXR/ZBfn8CGyQxggm5k2v0zc5WQFQMiWAfdkAbC4mDO7bFR12ru+eGZdLbED27RtUnT/JFYs8a3Guu20v9FOe9m8UkrNIYTTyA43GQCcWLjNDyE8RLbn5B3Av4sOhqnVBoWvC1JK0ytGZl4gKwC2XluuANjh1y1JktQXuARYkqQekFIKbW6DU0oTUkrvSSn9usJMtOI9zrYoE9NRxct/rygbBbeyYobb4SGEDSrEdrdNiu7P6mRfLd0U29bITlzb3pLrzuRFSulvwNvITkFuLDw9HDiYbN/C+4CXQwjHdXCIYYWviypGrbCwxLWldOp1S5Ik9XYWACVJWrv8q+j+vl3VaQhhE+DAoqf+EUJIpW5AEzC2EFdPNkusp+xTdP+hslFrluKi1udKFIMr3ro7uZTSUymlj5DNNjwUOJts5l/rLLpNgStDCGd3oPsFha9DKkatMLTEtZIkSaqRBUBJktYuxfumHRRCGNdF/X6cju8v2COnAYcQ+gNHFj11T0/k0QHF+9FN6LEs2pFSWpRSui2l9P9SSgeTnbL87aKQs0IIY8tcXk7rEt5hIYQxVcRvVXR/ao1jSZIkqcA9ACVJWouklF4IIdwCvJfsffxs4JOd6TOEUMfK+9D9jJVnqZVzDLAlsGUIYb+U0r/au6CLfZoVMxFnAPnVPH5H/YvswJIAHAac2bPpVCeltAD4bgjhbWSnGDcAewM319DNQ6zY0+8Q4MpygSGEjYBtCg8nVrlnoCRJkkqwAChJ0trn/8iKJw3AaSGEB1NKl1ZzYeGk318CX08pvVl4+mBgo8L9J1JKX6myrznArwoPT2Hl5cndKoRwIPCjoqd+nFJavLrG74yU0swQwt+B9wA7hhA+llK6tqfzqsGrRfdr/X/JP7Ki2PzlEMI1FU4Y/horZqX+scZxJEmSVMQlwJIkrWVSSo8BXyh66vchhJ+EEEaWuyZkjgQeAz7Fyst9iw//uLyGVK4h2w8Q4MgQQqVDGrpECGH9EMJ3yQ4i6V94Ok9W1FybnMWKQzYuDiF8rFJwCGHdEMKXQggHdVdCIYRDQwhfDCGsUyFmNPDhoqf+V+MwfyM76RpgZ+CCEMIqRcQQwklk/04BFrOi0CxJkqQOcAagJElroZTSbwqz+X5CdhDHV8hmA94O/BuYCSwHRgM7kS013bBtPyGEUWTLOQGagatryOGNwky2HNmhDkcDF3X0NRXsFkKYV/R4ADCCbIbinsD+heda3QB8PKW0Vp0Cm1J6PITwSeASYDBwTQjhTOAvwIvAErLXvQUrXnc/4PhuTGsD4OfAj0IIdwMPAq+QLQcfRfbv6GNAa4HwhpTSi7UMkFJqKZwg/G+yfzOfAPYJIVwJvEZ28MgHyP69tvpcSun1Dr6mLhdC2JSVi+aQfW9a7VooUhe7K6V0V/dmJkmSVJ4FQEmS1lIppV+EEB4FfgzsBQwnm5314QqXPQl8K6U0r/D4eFbMpLs1pTSjxjQuJysAQnYYSGcLgJ8t3NrzKPCDlNJauzQ0pXRZCGEa8HtgHLBL4VbOMuCN7kyp8LWBbFn4wRVi/0B2cEztg6T0RAjhXcBNwHhgB1Zezt1qMVnx75KOjNONNiabwVnOTqxcEISsGG8BUJIk9RgLgJIkrcVSSvcCe4cQ3km2p9z+ZEWVUWRbfcwBXgAeBv6YUnqoTRfFJ/he0YEU/loYY91CHtullJ7pQD+lJGARMB+YDTxFtoT5tpTSE100Ro9KKd0aQtiM7ECV9wC7k522OxBYQDYr7n9kxaO/FBVuu8MVwDPAQWQF5W3JCpODyIpxE8lmBV6ZUurUicsppUdCCFsBp5LN+NuB7N/QQrJZh7cC56eUPPlXkiSpC4SUUvtRkiRJkiRJktZKHgIiSZIkSZIk9WIWACVJkiRJkqRezAKgJEmSJEmS1ItZAJQkSZIkSZJ6MQuAkiRJkiRJUi9mAVCSJEmSJEnqxSwASpIkSZIkSb2YBUBJkiRJkiSpF7MAKEmSJEmSJPViFgAlSZIkSZKkXswCoCRJkiRJktSLWQCUJEmSJEmSejELgJIkSZIkSVIvZgFQkiRJkiRJ6sUsAEqSJEmSJEm9mAVASZIkSZIkqRezAChJkiRJkiT1YhYAJUmSJEmSpF7s/wOikYL6pz1nJwAAAABJRU5ErkJggg=="
+     },
+     "metadata": {
+      "image/png": {
+       "height": 480,
+       "width": 640
+      }
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "flexynesis.plot_dim_reduced(train_embeddings, clin_train.loc[train_embeddings.index]['Erlotinib'], color_type='numerical')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "id": "a850365f-cc49-4920-8cb1-1bd57f159e7f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "image/png": {
+       "height": 480,
+       "width": 640
+      }
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "flexynesis.plot_dim_reduced(test_embeddings, clin_test.loc[test_embeddings.index]['Erlotinib'], color_type='numerical')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "da262a49-f1b0-49a7-8c27-eb72b6feb70d",
+   "metadata": {},
+   "source": [
+    "# Top markers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "id": "debc6cba-ba26-4d2c-89c8-e4b104626187",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import feature importance scores from the best performing experiment \n",
+    "prefix = list(rankings['experiment_id'])[0]\n",
+    "marker_importance = pd.read_csv(os.path.join(output_dir, '.'.join([prefix, \"feature_importance.IntegratedGradients.csv\"])), index_col=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "id": "ad2b4b5c-4530-41a8-8f01-d70e240fcf2b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>target_class</th>\n",
+       "      <th>target_class_label</th>\n",
+       "      <th>layer</th>\n",
+       "      <th>name</th>\n",
+       "      <th>importance</th>\n",
+       "      <th>explainer</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>target_variable</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>EGFR</td>\n",
+       "      <td>0.003561</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>ACSL5</td>\n",
+       "      <td>0.002497</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>BICC1</td>\n",
+       "      <td>0.002384</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>KRAS</td>\n",
+       "      <td>0.002262</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>PIK3CA</td>\n",
+       "      <td>0.002137</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>CCDC68</td>\n",
+       "      <td>0.002091</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>EGFR</td>\n",
+       "      <td>0.002010</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>SERPINE1</td>\n",
+       "      <td>0.001991</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>ABLIM3</td>\n",
+       "      <td>0.001987</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Erlotinib</th>\n",
+       "      <td>0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>all</td>\n",
+       "      <td>MPDZ</td>\n",
+       "      <td>0.001958</td>\n",
+       "      <td>IntegratedGradients</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                 target_class  target_class_label layer      name  importance  \\\n",
+       "target_variable                                                                 \n",
+       "Erlotinib                   0                 NaN   all      EGFR    0.003561   \n",
+       "Erlotinib                   0                 NaN   all     ACSL5    0.002497   \n",
+       "Erlotinib                   0                 NaN   all     BICC1    0.002384   \n",
+       "Erlotinib                   0                 NaN   all      KRAS    0.002262   \n",
+       "Erlotinib                   0                 NaN   all    PIK3CA    0.002137   \n",
+       "Erlotinib                   0                 NaN   all    CCDC68    0.002091   \n",
+       "Erlotinib                   0                 NaN   all      EGFR    0.002010   \n",
+       "Erlotinib                   0                 NaN   all  SERPINE1    0.001991   \n",
+       "Erlotinib                   0                 NaN   all    ABLIM3    0.001987   \n",
+       "Erlotinib                   0                 NaN   all      MPDZ    0.001958   \n",
+       "\n",
+       "                           explainer  \n",
+       "target_variable                       \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  \n",
+       "Erlotinib        IntegratedGradients  "
+      ]
+     },
+     "execution_count": 78,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# sort by importance\n",
+    "marker_importance.sort_values('importance', ascending=False)[0:10]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "id": "3638c56c-824a-419f-bacd-29d8864bb565",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['EGFR',\n",
+       " 'ACSL5',\n",
+       " 'BICC1',\n",
+       " 'KRAS',\n",
+       " 'PIK3CA',\n",
+       " 'CCDC68',\n",
+       " 'EGFR',\n",
+       " 'SERPINE1',\n",
+       " 'ABLIM3',\n",
+       " 'MPDZ']"
+      ]
+     },
+     "execution_count": 79,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list(marker_importance.sort_values('importance', ascending=False)[0:10]['name'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0539e3b3-f14b-4781-8b96-352b60932110",
+   "metadata": {},
+   "source": [
+    "EGFR, KRAS, and PIK3CA are well known markers of Erlotinib resistance/response. See CiVIC (Clinical Interpretation of Variants in Cancer) database https://civicdb.org/therapies/15/summary for Erlotinib indications and molecular markers. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8d3ffd77-8346-4d32-a64c-edeff7b32bc2",
+   "metadata": {},
+   "source": [
+    "# A note about the model performance upper bounds"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "56c6827d-2e49-4e32-95ed-dacf3668661a",
+   "metadata": {},
+   "source": [
+    "The model performance that you can achieve in this exercise is bounded by the reproducibility of the cell line sensitivities to the drug treatments in both datasets. \n",
+    "The drug response measurements for a given drug in CCLE and GDSC for the same set of cell lines are not perfectly correlated. While there is good level of reproducibility for most drugs, it is not perfect. In the case of Erlotinib response profiles, below you'll see a scatter plot of the actual response measurements for the cell lines that are commonly profiled for Erlotinib in both CCLE and GDSC datasets. Here, we find that the measured values have a good correlation but not close to perfect. So, the model performances observed in this exercise also including cell lines that are not common in both datasets, a Pearson's correlation of about 0.45 is not that bad. Moreover, being able to discover known markers of Erlotinib resistance/response is also a good indication for the model's reliability.  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 125,
+   "id": "03ff8ad2-9275-45c4-8356-ae1b7be86c24",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# find cell lines common in both datasets (treated for Erlotinib)\n",
+    "common = np.intersect1d(clin_train[pd.notna(clin_train['Erlotinib'])].index, clin_test[pd.notna(clin_test['Erlotinib'])].index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 126,
+   "id": "734d1c36-9966-4b4e-89d2-6a80bd8e5450",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "image/png": {
+       "height": 480,
+       "width": 640
+      }
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from plotnine import ggplot, aes, geom_point, geom_smooth, theme_minimal, annotate\n",
+    "from scipy.stats import pearsonr\n",
+    "ccle = clin_train.loc[common]['Erlotinib']\n",
+    "gdsc = clin_test.loc[common]['Erlotinib']\n",
+    "# Calculate correlation coefficient\n",
+    "correlation, _ = pearsonr(ccle, gdsc)\n",
+    "# Create a DataFrame\n",
+    "data = pd.DataFrame({'ccle': ccle, 'gdsc': gdsc})\n",
+    "# Create scatter plot with regression line\n",
+    "plot = (\n",
+    "    ggplot(data, aes(x='ccle', y='gdsc')) +\n",
+    "    geom_point(color='black', alpha = 0.4) +\n",
+    "    geom_smooth(method='lm', color='red') +\n",
+    "    annotate(\"text\", x=max(ccle)*0.7, y=max(gdsc)*0.9, label=f'r = {correlation:.2f}', size=10, color='black') +\n",
+    "    theme_minimal()\n",
+    ")\n",
+    "plot"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "flexynesis",
+   "language": "python",
+   "name": "flexynesis"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}