examples/multimodal_machine_translation.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 0.Download example data\n",
    "\n",
    "```bash\n",
    "$ bash get_example_data.sh multimodal_translation_wmt16_en_de_test\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Set up data inputs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from glob import glob\n",
    "root = 'data/multimodal_translation_wmt16_en_de_test'\n",
    "src, ref, hypo = sorted(glob(f'{root}/src_*.*')), glob(f'{root}/ref_*.txt'), glob(f'{root}/pred_*.txt')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Analysis with VizSeq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import vizseq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "                <th scope=\"col\"></th>\n",
       "                <th scope=\"col\">Type</th>\n",
       "                <th scope=\"col\">Examples</th>\n",
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       "            \n",
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       "                <th scope=\"row\">Source 1</th>\n",
       "                <td>Text</td>\n",
       "                <td>1,000</td>\n",
       "                <td>12,968</td>\n",
       "                <td>62,307</td>\n",
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       "            \n",
       "            \n",
       "            <tr>\n",
       "                <th scope=\"row\">Reference 0</th>\n",
       "                <td> Text </td>\n",
       "                <td>1,000</td>\n",
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       "                <td>69,777</td>\n",
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     "metadata": {},
     "output_type": "display_data"
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\n",
      "text/plain": [
       "<Figure size 1008x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "vizseq.view_stats(src, ref)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "<head>\n",
       "    <link rel=\"stylesheet\" href=\"https://stackpath.bootstrapcdn.com/bootstrap/4.2.1/css/bootstrap.min.css\"\n",
       "          integrity=\"sha384-GJzZqFGwb1QTTN6wy59ffF1BuGJpLSa9DkKMp0DgiMDm4iYMj70gZWKYbI706tWS\" crossorigin=\"anonymous\">\n",
       "    <script src=\"https://kit.fontawesome.com/3c563f9647.js\"></script>\n",
       "\n",
       "    <style>\n",
       "        body {\n",
       "            padding-top: 60px; /* 60px to make the container go all the way to the bottom of the topbar */\n",
       "        }\n",
       "    </style>\n",
       "</head>\n",
       "\n",
       "<body>\n",
       "\n",
       "\n",
       "<div class=\"container\">\n",
       "    <div class=\"row\">\n",
       "        \n",
       "        <div class=\"col\">\n",
       "            <table class=\"table table-hover table-sm table-bordered text-center\">\n",
       "                <thead class=\"thead-light\">\n",
       "                <tr><th scope=\"col\">1-gram</th><th scope=\"col\">Count</th></tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                \n",
       "                <tr><td>a</td><td>1652</td></tr>\n",
       "                \n",
       "                <tr><td>.</td><td>949</td></tr>\n",
       "                \n",
       "                <tr><td>in</td><td>506</td></tr>\n",
       "                \n",
       "                <tr><td>the</td><td>392</td></tr>\n",
       "                \n",
       "                <tr><td>on</td><td>296</td></tr>\n",
       "                \n",
       "                <tr><td>and</td><td>252</td></tr>\n",
       "                \n",
       "                <tr><td>man</td><td>250</td></tr>\n",
       "                \n",
       "                <tr><td>is</td><td>243</td></tr>\n",
       "                \n",
       "                <tr><td>with</td><td>214</td></tr>\n",
       "                \n",
       "                <tr><td>of</td><td>207</td></tr>\n",
       "                \n",
       "                </tbody>\n",
       "            </table>\n",
       "        </div>\n",
       "        \n",
       "        <div class=\"col\">\n",
       "            <table class=\"table table-hover table-sm table-bordered text-center\">\n",
       "                <thead class=\"thead-light\">\n",
       "                <tr><th scope=\"col\">2-gram</th><th scope=\"col\">Count</th></tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                \n",
       "                <tr><td>in a</td><td>214</td></tr>\n",
       "                \n",
       "                <tr><td>a man</td><td>179</td></tr>\n",
       "                \n",
       "                <tr><td>on a</td><td>134</td></tr>\n",
       "                \n",
       "                <tr><td>a woman</td><td>95</td></tr>\n",
       "                \n",
       "                <tr><td>in the</td><td>94</td></tr>\n",
       "                \n",
       "                <tr><td>with a</td><td>77</td></tr>\n",
       "                \n",
       "                <tr><td>on the</td><td>75</td></tr>\n",
       "                \n",
       "                <tr><td>man in</td><td>70</td></tr>\n",
       "                \n",
       "                <tr><td>of a</td><td>63</td></tr>\n",
       "                \n",
       "                <tr><td>at a</td><td>52</td></tr>\n",
       "                \n",
       "                </tbody>\n",
       "            </table>\n",
       "        </div>\n",
       "        \n",
       "        <div class=\"col\">\n",
       "            <table class=\"table table-hover table-sm table-bordered text-center\">\n",
       "                <thead class=\"thead-light\">\n",
       "                <tr><th scope=\"col\">3-gram</th><th scope=\"col\">Count</th></tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                \n",
       "                <tr><td>a man in</td><td>52</td></tr>\n",
       "                \n",
       "                <tr><td>man in a</td><td>48</td></tr>\n",
       "                \n",
       "                <tr><td>a group of</td><td>35</td></tr>\n",
       "                \n",
       "                <tr><td>in front of</td><td>31</td></tr>\n",
       "                \n",
       "                <tr><td>a woman in</td><td>28</td></tr>\n",
       "                \n",
       "                <tr><td>woman in a</td><td>25</td></tr>\n",
       "                \n",
       "                <tr><td>a man is</td><td>22</td></tr>\n",
       "                \n",
       "                <tr><td>group of people</td><td>20</td></tr>\n",
       "                \n",
       "                <tr><td>front of a</td><td>17</td></tr>\n",
       "                \n",
       "                <tr><td>in the background</td><td>16</td></tr>\n",
       "                \n",
       "                </tbody>\n",
       "            </table>\n",
       "        </div>\n",
       "        \n",
       "        <div class=\"col\">\n",
       "            <table class=\"table table-hover table-sm table-bordered text-center\">\n",
       "                <thead class=\"thead-light\">\n",
       "                <tr><th scope=\"col\">4-gram</th><th scope=\"col\">Count</th></tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                \n",
       "                <tr><td>a man in a</td><td>40</td></tr>\n",
       "                \n",
       "                <tr><td>a woman in a</td><td>22</td></tr>\n",
       "                \n",
       "                <tr><td>in front of a</td><td>17</td></tr>\n",
       "                \n",
       "                <tr><td>a group of people</td><td>16</td></tr>\n",
       "                \n",
       "                <tr><td>in the background .</td><td>15</td></tr>\n",
       "                \n",
       "                <tr><td>a group of men</td><td>9</td></tr>\n",
       "                \n",
       "                <tr><td>man in a black</td><td>9</td></tr>\n",
       "                \n",
       "                <tr><td>a man wearing a</td><td>8</td></tr>\n",
       "                \n",
       "                <tr><td>standing in front of</td><td>7</td></tr>\n",
       "                \n",
       "                <tr><td>in a red shirt</td><td>7</td></tr>\n",
       "                \n",
       "                </tbody>\n",
       "            </table>\n",
       "        </div>\n",
       "        \n",
       "    </div>\n",
       "</div>\n",
       "\n",
       "\n",
       "<script src=\"https://code.jquery.com/jquery-3.3.1.slim.min.js\"\n",
       "        integrity=\"sha384-q8i/X+965DzO0rT7abK41JStQIAqVgRVzpbzo5smXKp4YfRvH+8abtTE1Pi6jizo\" crossorigin=\"anonymous\">\n",
       "</script>\n",
       "<script src=\"https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.6/umd/popper.min.js\"\n",
       "        integrity=\"sha384-wHAiFfRlMFy6i5SRaxvfOCifBUQy1xHdJ/yoi7FRNXMRBu5WHdZYu1hA6ZOblgut\" crossorigin=\"anonymous\">\n",
       "</script>\n",
       "<script src=\"https://stackpath.bootstrapcdn.com/bootstrap/4.2.1/js/bootstrap.min.js\"\n",
       "        integrity=\"sha384-B0UglyR+jN6CkvvICOB2joaf5I4l3gm9GU6Hc1og6Ls7i6U/mkkaduKaBhlAXv9k\" crossorigin=\"anonymous\">\n",
       "</script>\n",
       "</body>\n",
       "</html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vizseq.view_n_grams(src, k=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "<head>\n",
       "    <link rel=\"stylesheet\" href=\"https://stackpath.bootstrapcdn.com/bootstrap/4.2.1/css/bootstrap.min.css\"\n",
       "          integrity=\"sha384-GJzZqFGwb1QTTN6wy59ffF1BuGJpLSa9DkKMp0DgiMDm4iYMj70gZWKYbI706tWS\" crossorigin=\"anonymous\">\n",
       "\n",
       "    <style>\n",
       "        body {\n",
       "            padding-top: 60px; /* 60px to make the container go all the way to the bottom of the topbar */\n",
       "        }\n",
       "    </style>\n",
       "</head>\n",
       "\n",
       "<body>\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<script>\n",
       "    function visualizeDict(dict) {\n",
       "        let values = Object.keys(dict).map(k => dict[k]);\n",
       "        let worse_v = Math.min(...values);\n",
       "        let best_v = Math.max(...values);\n",
       "        let visualized = {};\n",
       "        Object.keys(dict).forEach(function (k) {\n",
       "            if (dict[k] === worse_v) {\n",
       "                visualized[k] = '<span style=\"font-style:italic\"><u>' + dict[k] + '</u></span>';\n",
       "            } else if (dict[k] === best_v) {\n",
       "                visualized[k] = '<span style=\"font-weight:bold\">' + dict[k] + '</span>';\n",
       "            } else {\n",
       "                visualized[k] = dict[k];\n",
       "            }\n",
       "        });\n",
       "        return visualized;\n",
       "    }\n",
       "</script>\n",
       "\n",
       "\n",
       "<script>\n",
       "    function copyToClipboard(elementId) {\n",
       "        let $temp = $(\"<input>\");\n",
       "        $(\"body\").append($temp);\n",
       "        $temp.val($(elementId).text()).select();\n",
       "        document.execCommand(\"copy\");\n",
       "        $temp.remove();\n",
       "    }\n",
       "</script>\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"container-fluid\">\n",
       "    <h4>BLEU</h4>\n",
       "\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col\">\n",
       "            <table class=\"table table-hover table-sm table-bordered\">\n",
       "                <thead class=\"thead-light\">\n",
       "                <tr>\n",
       "                    <th scope=\"col\">\n",
       "                        <button type=\"button\" class=\"btn btn-secondary btn-sm\" data-toggle=\"tooltip\"\n",
       "                                data-placement=\"bottom\" title=\"Copy to clipboard\"\n",
       "                                onclick=\"copyToClipboard('#csv_bleu')\">CSV</button>\n",
       "                        <button type=\"button\" class=\"btn btn-secondary btn-sm\" data-toggle=\"tooltip\"\n",
       "                                data-placement=\"bottom\" title=\"Copy to clipboard\"\n",
       "                                onclick=\"copyToClipboard('#latex_bleu')\">LaTeX</button>\n",
       "                    </th>\n",
       "                     <th scope=\"col\" style=\"word-wrap: break-word\">NTU_1_MNMT_U</th>  <th scope=\"col\" style=\"word-wrap: break-word\">HUCL_1_RROLAPMBen2de_C</th>  <th scope=\"col\" style=\"word-wrap: break-word\">SHEF_1_en-de-Moses_C</th>  <th scope=\"col\" style=\"word-wrap: break-word\">IBM-IITM-Montreal-NYU_1_NeuralTranslation_U</th> \n",
       "                </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                <tr>\n",
       "                    <th scope=\"row\">All</th> <td>29.005</td>  <td>34.175</td>  <td>6.186</td>  <td>23.071</td> \n",
       "                </tr>\n",
       "                \n",
       "                </tbody>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "\n",
       "    <span id=\"latex_bleu\" style=\"display:none\">\\begin{tabular}{lrrrr}\n",
       "\\toprule\n",
       "{} &amp;  HUCL\\_1\\_RROLAPMBen2de\\_C &amp;  IBM-IITM-Montreal-NYU\\_1\\_NeuralTranslation\\_U &amp;  NTU\\_1\\_MNMT\\_U &amp;  SHEF\\_1\\_en-de-Moses\\_C \\\\\n",
       "\\midrule\n",
       "All &amp;                   34.17 &amp;                                        23.07 &amp;         29.00 &amp;                  6.19 \\\\\n",
       "\\bottomrule\n",
       "\\end{tabular}\n",
       "</span>\n",
       "    <span id=\"csv_bleu\" style=\"display:none\">,HUCL_1_RROLAPMBen2de_C,IBM-IITM-Montreal-NYU_1_NeuralTranslation_U,NTU_1_MNMT_U,SHEF_1_en-de-Moses_C\n",
       "All,34.175,23.071,29.005,6.186\n",
       "</span>\n",
       "</div>\n",
       "\n",
       "<div class=\"container-fluid\">\n",
       "    <h4>chrF</h4>\n",
       "\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col\">\n",
       "            <table class=\"table table-hover table-sm table-bordered\">\n",
       "                <thead class=\"thead-light\">\n",
       "                <tr>\n",
       "                    <th scope=\"col\">\n",
       "                        <button type=\"button\" class=\"btn btn-secondary btn-sm\" data-toggle=\"tooltip\"\n",
       "                                data-placement=\"bottom\" title=\"Copy to clipboard\"\n",
       "                                onclick=\"copyToClipboard('#csv_chrf')\">CSV</button>\n",
       "                        <button type=\"button\" class=\"btn btn-secondary btn-sm\" data-toggle=\"tooltip\"\n",
       "                                data-placement=\"bottom\" title=\"Copy to clipboard\"\n",
       "                                onclick=\"copyToClipboard('#latex_chrf')\">LaTeX</button>\n",
       "                    </th>\n",
       "                     <th scope=\"col\" style=\"word-wrap: break-word\">NTU_1_MNMT_U</th>  <th scope=\"col\" style=\"word-wrap: break-word\">HUCL_1_RROLAPMBen2de_C</th>  <th scope=\"col\" style=\"word-wrap: break-word\">SHEF_1_en-de-Moses_C</th>  <th scope=\"col\" style=\"word-wrap: break-word\">IBM-IITM-Montreal-NYU_1_NeuralTranslation_U</th> \n",
       "                </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                <tr>\n",
       "                    <th scope=\"row\">All</th> <td>0.605</td>  <td>0.639</td>  <td>0.507</td>  <td>0.494</td> \n",
       "                </tr>\n",
       "                \n",
       "                </tbody>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "\n",
       "    <span id=\"latex_chrf\" style=\"display:none\">\\begin{tabular}{lrrrr}\n",
       "\\toprule\n",
       "{} &amp;  HUCL\\_1\\_RROLAPMBen2de\\_C &amp;  IBM-IITM-Montreal-NYU\\_1\\_NeuralTranslation\\_U &amp;  NTU\\_1\\_MNMT\\_U &amp;  SHEF\\_1\\_en-de-Moses\\_C \\\\\n",
       "\\midrule\n",
       "All &amp;                    0.64 &amp;                                         0.49 &amp;          0.60 &amp;                  0.51 \\\\\n",
       "\\bottomrule\n",
       "\\end{tabular}\n",
       "</span>\n",
       "    <span id=\"csv_chrf\" style=\"display:none\">,HUCL_1_RROLAPMBen2de_C,IBM-IITM-Montreal-NYU_1_NeuralTranslation_U,NTU_1_MNMT_U,SHEF_1_en-de-Moses_C\n",
       "All,0.639,0.494,0.605,0.507\n",
       "</span>\n",
       "</div>\n",
       "\n",
       "\n",
       "<script src=\"https://code.jquery.com/jquery-3.3.1.slim.min.js\"\n",
       "        integrity=\"sha384-q8i/X+965DzO0rT7abK41JStQIAqVgRVzpbzo5smXKp4YfRvH+8abtTE1Pi6jizo\" crossorigin=\"anonymous\">\n",
       "</script>\n",
       "<script src=\"https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.6/umd/popper.min.js\"\n",
       "        integrity=\"sha384-wHAiFfRlMFy6i5SRaxvfOCifBUQy1xHdJ/yoi7FRNXMRBu5WHdZYu1hA6ZOblgut\" crossorigin=\"anonymous\">\n",
       "</script>\n",
       "<script src=\"https://stackpath.bootstrapcdn.com/bootstrap/4.2.1/js/bootstrap.min.js\"\n",
       "        integrity=\"sha384-B0UglyR+jN6CkvvICOB2joaf5I4l3gm9GU6Hc1og6Ls7i6U/mkkaduKaBhlAXv9k\" crossorigin=\"anonymous\">\n",
       "</script>\n",
       "\n",
       "</body>\n",
       "</html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vizseq.view_scores(ref, hypo, ['bleu', 'chrf'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "<head>\n",
       "    <link rel=\"stylesheet\" href=\"https://stackpath.bootstrapcdn.com/bootstrap/4.2.1/css/bootstrap.min.css\"\n",
       "          integrity=\"sha384-GJzZqFGwb1QTTN6wy59ffF1BuGJpLSa9DkKMp0DgiMDm4iYMj70gZWKYbI706tWS\" crossorigin=\"anonymous\">\n",
       "    <script src=\"https://kit.fontawesome.com/3c563f9647.js\"></script>\n",
       "\n",
       "    <style>\n",
       "        body {\n",
       "            padding-top: 60px; /* 60px to make the container go all the way to the bottom of the topbar */\n",
       "        }\n",
       "    </style>\n",
       "</head>\n",
       "\n",
       "<body>\n",
       "\n",
       "\n",
       "<script>\n",
       "    function highlight_span(spanNode, trgSpanId) {\n",
       "        trgSpanNode = document.getElementById(trgSpanId);\n",
       "        trgSpanNode.style.backgroundColor = '#D6EAF8';\n",
       "        spanNode.style.backgroundColor = '#D6EAF8';\n",
       "    }\n",
       "    function dehighlight_span(spanNode, trgSpanId) {\n",
       "        trgSpanNode = document.getElementById(trgSpanId);\n",
       "        trgSpanNode.style.backgroundColor = trgSpanNode.parentNode.style.backgroundColor;\n",
       "        spanNode.style.backgroundColor = spanNode.parentNode.style.backgroundColor;\n",
       "    }\n",
       "</script>\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"card\">\n",
       "    <div class=\"card-header\">\n",
       "        <div class=\"row\">\n",
       "            <div class=\"col\">\n",
       "                <b># 1 / 2 / 1000 ( 23 / 1000 )</b>\n",
       "            </div>\n",
       "            <div class=\"col\" align=\"right\">\n",
       "            </div>\n",
       "        </div>\n",
       "    </div>\n",
       "    <div class=\"card-body\">\n",
       "        <table class=\"table table-hover table-sm table-borderless\">\n",
       "            <tbody>\n",
       "            \n",
       "            \n",
       "            <tr style=\"background-color:#FDF2E9\" id=\"srcRow00\">\n",
       "                <th scope=\"row\">Source 0</th>\n",
       "                \n",
       "                <td><img 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/ALo8ndDd/T0xPPK6iylN5FKju+YsAX74gLQeClDCEGdoq2TdopH1xEQBopqWqZraW1s7H1H1Awxe0ahWerVwMsEkbfywWcqo1nNEm2U3T0OBAKkLZRNthICSbDCITp22yg/S+GSTxLaBYgHDt1TFLaFb9sTFvFRl5SiOgB23w6YO4J0hI7XIwimBhOMMBCLOUu2LgX6YdAXJwhvzA3OnCQZrpcIAN98JO53JZ2PocM4c0GcpYdBiEqQIZmHX+DSuWbOaRb64FwBBlGzUKBoCqrlierUG2VWBB/Mogj9MBUqTTgK00HMj1Ensx4DTUdbSnCbW1Dze/sMTUmSwAaoKg7Up9U1pbgTHJbzalLTYeYE37Wwz2QCXd6YNJcACo3RdbsOe3UXCsbg39Ba1h6YpMd2IOqlqMJcC1WTR2UfJoLVtO3QYlDpaFXqjtFFA0o4culCJC55RPS+BUq+5RHW5wklyQBuAL4SSSI17KQD23GElCaOQ2lApLaSe22FCJrjoFDs0VzL2TYbFSzDU2qTDWohK17XsLnGTtfbDMFT6wm/ALa2Fsetjq/VMHZ4lGct5lo+aoyqvTMvqRQWf2clxL6lqBNtLgWVb9egFrm2OAfvftOOuAAb4CfCdV6CdzNnA9TLg/nOnlp/ZYrXTnlcxDKZLBvoctbWnsbdvpj0nZu0vvWGZXiA4TC852pgThsS/DEyWmExdhQ3b8vShX0tfF9oBWc8O0TByC+1+UFaR2xK2yhTRakpTZ6OAfYYckck0HmkuXEc3ICT2CsFLOMIQ28ysVwox30oJ9sMRx4I0OcpzKiSWgd8FAiUxEoPVKC1MiPMNOOxXFjTrbWUkfQjfEb7iNEwphQ3K/D2HlWIuK085JSokhTirqO5JJPc74aiMjcouic0vMmydN5SpUSXIlx44bfcJU4pItrPqfU4FrA2ctpUXbgAmYXL9AiKT/h6Tgi0HVMA7ghf931M7tSHSnslStsVxIVrOeSavRFMglbS1f8vU4k6xGC1C3G4qjbW4nfe4wZAKIlzVqJV/FtmOLUpLNPp3NipcKUkuAbetsRvxVUGzQR6KZlClFyfRN2/FjnqohMSLTUpkL06BzRuSeht2xBVxtVrcxACkZhqJ0JV1ZS4s8SHI6XptJDzx30hW2/ptjIqbVcDfRXG4Sm74VLqvxyzBQqO7OlU5CHR1SCDpHv74kZtpxuG+6P8AZDXOjNb0TLhN4j5Weq+ulVNlMQAJCRYArJ9AMXsDtc1X5HgBVto7KFGnnaZW6DaUuhLgJIVvcY1ySufhOEtJGwJw4dzTJYNEbAjDyNEkq20bgnph0LnQniG02vvhSoiZSqR0AwkglUo6XBvhpCRSqU9iCBiNzkyWA7C5wClzQEBzGtKKYsObJK037W3wFT4SjoklyqqoKTCp8uIw9s46kp0gEgKIHU9sV39kEDitAGSFJKNl6JEgolOLQuQSSdgS4fp6YlZSECVUcXZtLJ5LpUeaxIcWWm1BBuLbfRPtgX0QZLdVI1xBBiybOQmk027Cm2isaVmwFiBt1+mKpcYkK2LHuVi5bSlNNZ0kG4BNhYXxZYZaCqVSQ5STQPfDp0nYnoCcJJcWuD1wiCmJCTKEjqbH0wuXelmGkrCxPQHCTqkeOHGXL/BzL8OZU3r1eetTEFkJCiAB53Sk9UpuBbuSMY229rNwtKdXFdBu5sL9oVS0/ANfyXRZx68QXDWr5udzHxEh+IHPy2rpag1NUeFTVDtZxqy1oPsBfpftjx7E4yrVqGo6CeFzbw4L3nBUqdGiKFOoGjjlEH1my3W8Mfioez/lem8P8t0KJBi1d9mm06NHbU21SSUkJ/LchO3mXfpi9g6tSq4YVt3viOVlj7Sw+Hw7XYh1g2ZMkm/jzXaXSKX+HUel05935l5hhDbjn/1FgeY/S98ev7PwLcPQZQaZDRC8M2ntB2KxDsQ6xddKvQWjfSAMXMvBUw4hBX4TiSS24f1xOwWTGoOKHqQ8m+sJc+uDQ5wdE0cQg/nYAHtgXOBEFLMEMkFpkKVzXGkep3t+mG04px3JDnOCxQ4lxPvgnOMJSuTKWB+0aBHscA6pA0TgwklyGV9Qofph+sapSRF0NckRnCeU8hZBsbHocOCoHTwWCglR2UFD2wnyE6ZLSB16e+ByBEHQh8hKSOx9MC1k6oMwQZ6Gw6olaL74lUmcrpHoiFvnluh94a9GpY3G3fDY6q1pgCyWBJIudVuzwZ8PSc15my3/AP1BUd1YKugsdscjiNpFpEC3et6jgS6YK7SJfhpcyJQhVXKlLmoQnVoWpO217YxMZiXOMlaeCoBoyFaD8XojBoMx56KlqxWlJV1O/VQ9Tixh6gIOqtBkVBda3cClpa4hUo6QhV1JCvb0xp7NM4hii25TH3dxau5KnrCoka17aR747Qugrgm6IiNFxdWFAN1GnCCjUPMbfTAE3lPHFOhotsQcPnKEtCUTY27DDZryoy29lmNAN7nCL5QkJdGk2IJvgUgClhb942GEnyFZgoG4WP1wki0jVRXNspqNCjh1Lbwde0pBO17d/wCuI3uht+asYYQ6SoVnCDGh5dj1l1K3NK2w4B1X5trf0wOIaG0+s5Kelmc+AptldkVCBGmujQoi2g28g9MSZhEqKqbkIvWIzUWBMktjSEtqO30xG10TCVM3hDG4kSpUOQ+wkJsgqPexCb/64gpMkTzVmtUIMLPI0lUinaXAUHbqQbf6YWHeDTEIcTIcp7qSeigfviVAqb49cbsj+HPhNnPjFxBqCYOVqNFVIeN/M8oflbT/AMR6AeuL2zdl18biGYTDCXvIAHeUTMt3PMMGp5Lzv5W+ObnPjvXasckZIqfD3Kjv7KE/FkxZk5g9A58tJ0Mu+pZ5rajewXe2PsDd77N9H9nNrV3NfV4tJc1h7g9slsc8p8DovKdvdJ2Hw+INGkHNbwdAd5lkiQe5wPACVW2VPiZeOng3xXZzLV88ZM8W/ASNLAzRDpEJcKs5XjOFWl2p0R5Pz0FsW0fNN86OlRR+0UFC/Q4/ox3MxeHOz8Rhn4DFub2C5wIc4cWVL0qoOpGZr8ty0WVOjvJtoUvv4ezEYYH4mDMzh2XADrKL726wATYFy9KeWeNKM+UbJFYyxlWu0ZNaprVW+VzAwYkmnsLQFlL7QuUrSFJv6ggi17D4U2zg6mF2jV2bTeyqaRIL2GWGOIPL5acF71srZlOvg2Y2rID9G6ETz811xeKukVvjTxGoFWmzaxFyfRV/LvIgtFZdjG4WrbdB1lJuL7Dvjz7b1F2JrwRbQBem7Ay4DDGmPidBkrS7idwR4hZYYhL8PPifyjm5uUpXzFCzU+hgIJBOi7gKU2AN9QA6b45zF7Fp0oJbryWtT2zXdPWsBHct8vhw+HTivkZOYeJXF2BSqHJmnVT4MJ1p1hS1AhTzRbJSGwB5bHzFV7AY6fdjd7qn/eah00/NcTvlvMyq0YWgInXkO7xK7X7adrWx3K830Td2/msbHBM1Ql44JipKhcjfEpcFGTxTZbJN1W/TBXCQuJCZutJJsU9sKUyYOxW3BYoQRh3RCLMYhD1QWQCAnobnApZyh70RCQq7gQnrhi2bIw4nRCXUQxHVIEpnkg2KyoWBwxo6HgnzgmFAZOZMpx6qunOV6LHlE7XdGlRt0vuL4gZVbnySJUoacueCRzUfzdxAy5lSjSau7Wob6WxcIDg833tgMXiW0GZ3GU2HY6o8MiFq9XPGhkeG0FQpQkXTsoEfm7jY9MYlbemiGgs48Vos2W8khxA81F43juyGmntSZryG3Ukh7zAat9rbYBu9VIsDi0zxH5J/2PJjMPFEZHjf4dhtEiC4ioNKNrpIJTt7WxMd6cOCRBKkGx3QJcryylw18NLeX6bLq8SA8/p1qVI5oU4dr3IOM7DY1tWnmqOdPcVfr4F9KoRRgDwWxWQa9wLyvW4M+kSqeqRHGkBLznlBt2+2K2IoUHNtNlNTfWGsK4eI3iNyu3RHqfGqsO5VoSsruTcd9XTrbHF7z7VOAZLRmmF3e6uxhjXdsx3rrP4s5xotYoDyW6tDStS1CxWBqUd/XD7qberY0Ozsyx/3VjeTdqngy0sdmlUXwUa1cQaGtC2dKSbG4ub+mO+2a6MQyFx222xhnN4wu5KA2v5SLbukdsds8XXnIdZFENKB7A4CSmThDa72NrYSbil0trFhfbCScbJUNr7AfphIQ/mlUpXYJ0i/rbCJTdmZKy0OA3tvgc4TF3JKhCiBdOHDgpGmy40XNtIvhSkRKrjP61WpaA0FJbc1G3vt/liKtoLcVJRNivqvJEig02I+0lSVuIujre3T6dMQ4p008rRcqag0h2bkp9RkR1U1kR27W67i1++JSeCjey8hNatJSUOQxH5qVJIX27YJoampi8qG0meqIw7TSglxy42PRPr/AJYrUK2UFpF5srFVgdeVKMtstxkOsIaKSFW3PbtgMMIEIcQSTKlKnmmkrcdUlptI1KUtQASPUk9MWgCdFBmJ0Xmy+Pxx/wAmZi4Q8OuBmUc7UypVeRXly65To74UXIojqDSlW7B0p62udNsfTf2d9zsS3ab9pYikQxtMhpIgZieHkuA6Q9qClgHUGOhziJAN8uvpK8a/D/jlXchZam03LjzdLrrLanI0gC4aWuStrzJOxSnSTv22x9iYPbooU3QNP15fReT7R2SKtQOfcEx7A9+vmvU78Ifj/wDD64veKfgynPeUOKlY41xMvJFBqmY5ZqSKBWygokIadaSgBL4Cw04Rblq5awmylH4r6ctp76YnC1MNi3UjhC+R1bcucC7c7SXQ5v4oIEjM1fQXR3u1u5SeMXgHPGJy9oPMAcDGXKHDk1wcBqLlennO1Pq9aq+YK7ISzTajOWhtMZtIT+Hs6fI3cfvEJAP0t2x877N2U3D4Z1+0ePvZevOxbRVa0Dst07+ZXGR/DxmhUVeY8vf3Km1QMlE7LuZ6YXY79xspmU2oqSFW2UEgpNwoY57FdS18P05hFXxZPxCW+MEfrvUJl+H/ACzWM7a67w3qWSqBHZSalQJqWn4syWFAtmPKT534ltWoK6qASTa4wtnYYGoTmlouPHwWHtjHZKOVh7TvUDj/AN1sc002y02y02hppCQlKEiyUgCwAA2AAAFh0xurjgY0Xy9O/wDFhJy4pusjcea+CaboU2cYkqQ4402oMJ/xXVbJbG3U9h79MZG19s08K2dXFb2xNivxVSOAUip+WpypLNNqSI3y7yFGJUmnCBc7oDzZvY22JGxFiMcJs3fDEMxGWtdp4fkV2+0d0cM+gXUrPaPVRep0+VTpj8KdHejS2zZaFdvcHuNuuPUsPiGVW56ZkLy+tQdTcWP1CDvBDaFL8wsLn6YmJABJUS0Y4qeNbh7w4qkikzJTKJzYUCha+pHttvjCxG3qTHENBMarSo7Nc5ocTErTnih4+zmakaMr64bjaFLC0nqen0V7Y5zaG8znjKyWmVdw+BpsdLiHdy1CqXjJ4mUfKk9w1hydFeVq1dFWH02uOu+M6ntmvlNKdfnz7pVglhe05YVJw/EZVMyPwqhJzbLMp4gkl0JKbm30xVr0ahdmcVN1750AUH4j8U+JrUKbHTmepzYYbuhCnDodTf8Akf1GExxJglNUxDjwlUZlLPlcrEwSw8pmQ2ShSVkWcF7WVf67X74s4nB5G9m0qsC1zrXUP4oV6qZenolMuONw5CtSm97NOdz9z9sNs2iypZqVQuaJmVJslZoqD1NYkU6WNRSQ4lxV9yRv9ev64bEU8jyHK9h68tuF6HpGbON02GqTB4bTE6QoIZ/EWQU9uh6E40ME+q5kmnbuCt40YZlSzye9M8l8R+N1Keqiq1wpqMKEwpCW1qnx18wEnzG3YWxaPWkhopeypn7tIzPV8Zc8QdBplOZnZnymuRmOUHHFNrS08WkhWlKCD+8dldOhxRqhhdmq0WuOkEcva6v0Yb2aVVzW8xxRurcaKBLckUmLwiqKFuJVeamksutptYlWodCeg64DFChSoudTwjQ6OAMjv8lbwTBUrNdVrnL3lSzhnUMoPJdrEHhbmBqQwbJUaasKuRcm/S3bbFXYmOZlD3tObzU+3MPLyxrwQfBbA5KzzUc1z5UZeVK/S0NkJ/aQ1oQkdhcjc47LZO121nGTEeK4/aeAFJgy3VuinzhsIUz1/wAJW38sbv3inzWH1LuSzTEkjrFkhX/+s4cV2c1C+m6VwlIuoKG47YkzBCAZgpUC2wwg4JQNFkk2IJwnCyEgSlQoHYHECcgRIXOHBSYeC+wpUirjNTMmW+643o5LS2hvvqN+mGqPMSpqbQAg+YnXz+CMoZAXrUCrSR239u+IajzIgKZggGSp7Cqop8Npplht2QpNg3/AfUnFmoBEqETxThT7yGHHX2W0AJJvpJ7euGY4DVRubOig9JS+5UDLcjo5aiEXOrqDsPYWOKjHwS6FeLQQACiGa8/ZU4dRp2Y87Vql5boiUFwuvuhAIHW1zbFnZ+Dq163VUWlzjwAknw5oKtqec8Nf7rzw+Pv4yFFr0Sdwf8OS3FB1ZbnZhKilDaQSClggftFE2soWA9Tj696Kfs8YkVqe09s9lgu1mrneNhA915dvV0hYXD03YbCduobTwb+a8yfEPitNz/nmtVOrOsu1NoqjuyAjS5KUAlYU4b2UoararX9TbH1rRwTcOw0mE5OXAeA4LxSvjjiSJF415rSel8Osx5t4wwOG+RoLFRzfmKspo1FiuHS24t94uIKlb2SOabj/AISBvtjzbeDGtwLKtapcNBPlqu92VTON6tjNZ99PpC9s/wAOfw2ZR8EWSMl8MqK3Sqvm96RKrmbszqYT8xXaolRbbbbWbqbjoQ2pKGwbJPuonHw7vXvfU2tjDiKxPVtHYaToDeY09dF9Q7tbnU8Nh8zgDUMSY0GoA/VzddrHEPje3k5kSpExClvraSCVddJulQHfa4PtjzHfDbJo0RTZqu32TsjrHku4Lbzw2+IJnNpp1NmOMIQ6kpADgVpSLkb9wOg/njyjDbVc+tkdxWjtPZNMUXObYtU+qc56pTZEyU64+4pRspZuQm+wv6AY9ao0w1gaBC8UxmIL6hdMocdJBtpH8rYkJVQBVpWeMXCfLtZiZervEfJdIrb9w1Gk1Bttaz9z0xv4bdTadama1Gg9zAJkNOnNVauNoU3BlSo0E8yB9VXnBHxKcLPEhxszxwb4P50y7mCq5LltDOKw8lRjtLB0pjpCrrupJRzRdKVDT1IGB2vsGvs/AU9oY1jmtrSGSCMxGuvK0ixggxdXsDTGIqupUzJb8UXjj+oldk03KFLlUmBT4ATAVGWlbSgL6wNlocH76FpulQPrcWIBHk2Npfeb1fZd9hKpoDKxJpylQqXRk02I29HjRypbI135Kb30An9wX2B6Yycds+i2hP8ADoVoYbaVbrJ52IVe8U/w1ulUeI83zKyVc1LgFrI6Kv7Hy/8Axx1O7THsFtOPiuX3icx1zqDbwWg3iN4xROC+R6hmWewpUJLK+a4Ek8oW6/13xvbQ2i3DsBe2ZXN4TDGq7JMFeR3xKcVnM5cSKlm2nzA5SpCQtLQuC136H1uMc+/ZjpL3aO/UKxVxrQAwatkeKq/Luf6rWKdNiMOO629jY3sO+4xm4zZnVuzFWMPiswkBT2jzqvPyrVYEiC/MStJsUtkm46WAN7e+MivlbUBnRXzFiVrlQqk1S6u6iYiRHLbx8puCBfpY7frjpa1AOphzTJIWfSqEVImy2UpmYqNPSQpsqjuN77X37bdvtjn3UcpuFon4Zbqtfk1CRQcyzUwQ4whLhcFhcK3/AKY1OrD6QnUKAHI64sVLM/yms2ZTgS5DIantJ2Va5ULkkHFDBE0qpIKnqMBkKF5Sr8aixVMrZu+fzqN99+wxdxWHFR0hDRf2blemzMMbibTMrSK23xIy8y8G78tNOU5qV16lW/1weDbXbTzOqAea18VWZ1nZpey0fzvxd47ZaZlT6xnLKkhm9ozDcJQcI67m9hi/Up1hSD+sJHisupj6YeaXVAd6omHxhz5Jnws2xK0y3OYdL60pHlU50KSnvjlcdRe52bN2gbKMY+8ZYC3g4acceIGbaWy+XKKxT0LUl3mFQVtvYb9yDvifCbTxFSm8Md2tP1Kv4KphzUYKjLcVvnl7xX5r4c0aC5VImVm6SfK22xKWVFsJ6kW2ubdcWNjYrGMozXAA8v8AutnatPAOfFIFcRviSqiSFvppUdEoltKT8wdIBV5yB6gWti67a7gbEeQt8ljtoYWIMoRVvipZpaAEGjOvL8wVplWsoKIHbpYYF+2nNH4fT+yI0cJxBWUb4n1aqMMRZdMmMSnToWfmhq0kdQbdjjPxe9Rp0z8Mx+uCko4bBlw1hTLLnjmyctCk1S3zQHQrJUr3UfXFndre2kKJFe7vHilvFsmm+pOHNuCs1rxlcMvw5E96YzZW9tYAHscdG3enBlucHyXM/sWrMSFE2vHfwzKH1uOsBYUpITrACLHqTgf8X4QAkp3bDqT8QQRz4g/DONP+WeU2E/u3VsseoOGZvbhHXi3in/Yr8vxBWHQvGxworEEzDU4yDciwWLJ9zfFinvNgXNzTCjOx6gNkbp/jD4T1CWiIKqwyCNWpTg3HsMGN48CXBuZJ2yK0Wuqoz/4r6FTJ0pugufPJ0GS4TpOhKSOov3xFidvUQS2n2grNDZpNn2VdTPGSzWIUaqJiraQ24ppQUhIINgon22IxA3eEuglsKydktBMOU24deL2i16QlMyYw0q+knSjyD6HFunt1pPasP13hUq2zuAurqrXiPy44zT4sauRnlOqsFFpCUntvv0v/ADxNV2g0EZSCPNDTwDi09kz5qRweKuXaNl6o1itV+AzT4rbkt1wgJNkjfSCcTZ8zurDhJ5ap6dKYgLySfE8+INSfFXmddD4e5orK8g0Wp/JpjBRZafkN3OpX8aDc6drH83pj9FegvojdsnDN2hiwPvDhxHwzcAcj7heA9I++Ye84KiTk5tNjwN+MRoul9uuzahERPDqi/oKSoDcqCrG3r0x9GVHOc3WSvHRZx5Fa+VjNsilZpqCqhFbMea/8yCjyq80cIWlN/dCyB6pt3xyuIx+QnrBYrqsJs8VGNdTN2j6rYPwVV3KkHxzeF3OWdHoMfLTNYAXUHZiWW23eU58qtWshKwH1sG+yhc9RsPBOmatiaOyq+IwoLgW8L2m9vBetdF+FoYjaFLDVzl7UibdoaCfG0cV7IMy53p8aVIn0YiU8H1PIabQQ42patRAHoSdx1SoH1OPgetiBVANMzwC+xaNMUhkqWixnVBM+8PuOHiBjZUyzk6lUqDmE056rsNVKrNxT8q24hoqcJvoN3U2B/NY2OMrbe62NxlH72C0NaQ2e8/2/usynv1s3AVTRqAlzpMAagRJmbfrVb+eDrgdnnhRA/HeL2dMpya202WY0ClSuc2yDsVOvkDWetkpFh3Jxn7I3UbQqddVMuHLT3XJ7x76PxTTRw1MtadZ19vZb4N5hoz2pLVUp67beVwY7BrCbhcC4EarrP+JT44OGfAPgNxIyfQeLtFy3x6qVFW5lqE2vU++sPNpc0gA2OgrsTtqt9MeodD+5dXbO2KB6o1MNTe01SNGt1uZi9u9YO9O0/uOAqVswa8ghk8XRZeMXjd4uM812ktwsv1OPMq7ZkwJU6S6r5haVuhxJDn/FqKSe10+9v0ox9VlFgpYduVptAsBA0XyfgsO6pUNesS4m/O/GFrDwN8YXGDw38TKBxd4N1zNeR+J9FdcUxMiuodcCF/4jLrSxpkx3NOlbLiVJVbdIISoeTbz7Kw+0MJU2fj6PW0X6tPMWBBmWubwI04giy9P3e2jXwGJbi8NWgx4gjk4cfOCNQQbr0lcIv7Ulx2q9DgozDway25maLES3VOa085EkPG6Uvx0JKXWkE2u2tS7E2CyLW+YdkfZnwBr1OtxNTqh8IyDMByc42J5EC9pgr2/a/S9TFBrqeHZ1mp7Zy+Vp8jMaSdVcPBrxz/Fh+K3nOflzJ1ayz4dvC4iQI1eqtIovIdqCG1I50OLIdcce1qAUlTqVJS3qIBKhbGJvZ0dbt7vua+H1awu1ryI7i5otHcdeRUuxukfG4vs0aTKbYu4ZiR/SSdfABem2dU5tSagpnyC+Y8duO3qXfSEpA6nfe1z748TwuGawHINTPh+vktTG4413ZjwXX98QAPK4J1flxGpiAw4opWkKSdiN/wCWM7bjstACOKj2cAa1+9eNjM0l5+pSWCFRkBX5CTZJ9hgmfCCqVQmcpRrI77dHnhp5LbnOuCpQ67euMfapLxbgtHZ/EFXJRcxy6LWhGcbCo7v7tt1C3Y+h9ccxWogtkG62gQ4KD8T6M/VJD9Yh09tKUjz8oEaR6+4xo7HrhnYeVFWpE3aLoRkGNUFJ5BW+2DuFJGx/7viTaMRIQ4WYgovUItRoFfak1VhMqE6LodHm/wCycQ0znYWixVqFKZvyFYSY3yojNuthIKdhc/0xmsOUlxTBwMqsatlpNLdSqnJL6VEpPkuBjSo4okJ20pEgLtEr/GeZNgoiN1SqPx7EaearSVfc45h2LcBky2Wg3FucRmN1VDpczIXo8mrz3GVXHKW9dKPv2xYfinN+FNXeS2FzScr0ujPvNNLSlD26gTsg/wAXvii7F1HdpVWUQdUcD8uhtvvUuuyITJ8mlldgB3v774jwxOadEh2HdhBcy5ozxVqW1TKZmOfKhX0lRWLJF9/p6Y28NlAh0oa+Ie4eCqypVfM1BZEyoTZKI7fS67ldva9sXaNBjzlCzXVHAKqalxyrJlOoadf1Ak2UuwA9/THQYfdsEAkWKpVNoRqFKMkcWqlOe1y3VuqVbSm9+/bGdtXYDGxZT4THh7o0hWPL4pz0zSqOpZdQbFB3vfGQ3YzMunsrtXEhosj1X4k1GXTGz8whiTqBUB6W7WP2wFLYtMOkqD7ySLGyWpTuYszOR00hS3H7a1lSgAdJtvf1JwL8AxtioTVeXZWAk9yG5qzFNy1JZhVVttMlIOsJXsFfUde+JKOz2mcqTXObZ8hD2s8z21tPRVkMLNirfSB6WxA/ZTHGCpSVJqfm91c+GWXVocedTcpUbjfp9MRs2OC4dyjfintFjZbLUrMn4ZledXFJbffmvkMIc6rba7m/7pVf9Mb1LAlp7I7lpYetmbJPen71ZqbGSmW64IqatKW4+6hKxZDizskK72GkfXF04csEOF04rC6oyHLzHQ3nFNtodphsoqLo/Yn0JG+KbKBBlwshpVHI/XcyZ+SqiikfLylM6OWpyWlJPr5b9/8APFp2DcXDK1P9+cAZcUp4ws7cX4nge4hZoyo8gZlgwkPPtOvcxEiOXkodZOggglDh3G4tcY9S6E/u43owgxVLOC4iObokeUi6x96arzs2qWPyNDZnQgcY/uvMBQc5UfMU+ZLW6qjMT2m3Qw+qy40pi4Uyo91BCyQdrhN/W36vYDa7KozXGYXnnp7c+K+QsfsqtTs3tBuhHEG8/wBtQoVJz6xRaPUaa/IRGnRnCFhR/KdVwfYEWIPQi+Bxu0QwkTEKzg9kvq5HgS0j34/3WtueOJIqOqnVeyEpcLrD7VkuoVe40H2PmA9zjyveLeem39zUIg6Hn4cF6Zu/uu5pFejrFwZiPmqyRmuoygI7jrVRhb6koXo8xvdRbUPLe+4FxfHHYTbNap2bObzH1C6+psumO0OydfTvFvDiu9/wS8avHaYNKpmaeI2acqcOqVHbbiSa3RkSZzzJ3bbQ88ApaALaVqCiAdj6eDb87H3WwlGtjabwcRNqbHCM3HNHwjwjwXVYLpN2vUdTwVNjajI7VRzTMRaOZ7zNl285O8T2csmZir+bU5iqVZzFU4zcSbUJjpK1Mo3S2hN9LaAbnSkAEn6Y+ddu72bSxOGbgWOFOg05gxtrxEk6uta504K9hRR+8HF1u1UiJiBGsASRr5qfR/GPxEmR3mo+aJoFyRZfQHqLemOHezEgQXfNaxx4JsAqy4seO/ipwq4dZozjFrrjzkOMVpS+5pQtavKlJV2vfr2x3PRhujW2vtmjgnPIYSC7wBuOVwsXbu8bcLhn1HNk8IXnR44eKbN/GDOy+J+ZJ1UnVaQz8kUSn9Sog1gltJ6WCtQt3vfH6obO2bgNj4RtPZtMNpg90+JPEr5oxdHGbRxDm45+Zw05CeQ/RWv+bM1OSH3JDT5cp1RYS6jUbArSNK0KHS46b9rXtscU9pbRLTIMA6K1svZggtIuw+3A/RAqNmT8Qks/3gfkMpQQBLS0p0PIFtnQnzAgD84vcdfXGRS22HmK0j9d11fxmzA0E0dTqDb0lbp8OcpVPM9MdqnD3Nses1CIkOyIQfQpyRHJSVBq4CioWBKCL7XxuUKDHBuIoVwQ0yeUfrVclUq1aL+pr0TDrCx1XpF4EeJureGzL2X8o5UkRotEjx2luMMgNhTxSC4shPRSjudupJ74/Ljf7ezF43buJxlN8tLyG/0g2X0/u3hKGHwNLDPZoAT4nVbJ5t+JnnOoPxE01xTSja+pywSLdNjvjl6m2cdUOcEAhbo+60xEEhUH4j/iFZ1znktzLamClxaNAcK9kbb2Pe++JGY3E4ktbVhQufh6c1GAyumSo1V+dLckPKRrKj/XHWNpksg6rnnvl2ZS3LNTDC0y5CeY2LpTsFfcg9sYG0cNIhaWErgaq8WqvBqNCMpyM6hcZILS0WAT9L9vbHMVaDmPDNVu0bgFpsl8s5iVOYe+abbdjrSQq6rAH/TD1qHVmQpM4UdfW3Raw9DfITGc/wANatrC4Nr+uEwmoySiEcEhnmpyGKUQh0PtA384v9wcT4SiDUuVXq14E6IJlytl2OzLloaWUm5QfT2viTH4XKcoUWHrBxv5p1Ws+0tt4fKMMvtdNKrCx9cVGYJ0TKt9Y3gVb9XzK5QpzcHmkodULA+uM3DsztkIaj8pngnMzNDtOQ1OYdS1HUbqSe3/AFxIykXGFKK5IkXRWDnNUycylcrUHk2Va3lUelvbFfEYfKJA0RsdmUiRNbKpNKU464VL2W4b+b1xUwlfN2igLibqKRq3Lo9ScpaFHQq9r7A9zjaDA5slRufFypPWZ624cRqtQYy+cUrQAdYQO9z+mAotyklqmo5XmSq6zvw7o8vLTsuiRE/NLVqUlKrf/I+mNbZu23U6vbvCqYrZwcCOK1fy9LlUOauK44oPIUUKAvv2x220GNrUw5v5rlKTn03nMjT1emtVEKbW4whSrLVv0v2xXo4FmUg3R18U6ZCt6gT3axGbbjkKfIN132Bxz+LikSHLTwri+FdNKoNeolOTNplYdS8ANQsTt1xzn7XpdZkdxWu/A5W5g6Cq/wA2orWY5rZqDrLICwhxSh51Y2TUYxnZVBtNz/iJlTdWVZD+XGmY9lugXOg7W/1xhs2gOuynRaRoDLl1SGRoEuRXYsblft0lQSk38yrWF/uRjdpvaXBYtUGS1bM8RKbKyzTGxDcUuLDjNxbhV9a73UAPc3/XGhgnAEF5sNVp1WhtOGW5KG1TMchygw2J78gSVJJCgjZbnUhN/wCWCe9jjIcJQuechgWVC1bOGc6Y1Jpzhk1BhxKi0vSAtCewPviCr1YPacFFSxgiwgrHKGc84SKnS0KkToryVrBbUkEmyCb79uh+5xep9U9oLXXVZmKN5C32yZHj8UPDbx8gZw+bTliNl+opnMhAS+6lTZCdBI2IVZQPXUkYi2Ptirhtu4CjgXfvn1mhp/m/7GFujZ7K2zq9TECabGOkDlB+q8t+cPDnl2Tkqs8Sq1xZXBXGqzdJkMGkJbcSXI5eZdWUka9Wh5AUACCnrfY/q9vPvBgdmE1NpVurphhdmIAkgwQANY+V18pbqbK2jj/3ezaIe/Nly5nWkSHG1pHlK0wmZKmVKa+mo1yTWoqLsxnm45ZfQ2D5bqJ3H/CoEfzv8lbyfapa6s+ng8N1lMWa5xykgaWE+cr6X2H0Jup0mPq1hTcbkNGYd+seRHmkKJwqy/TqiqdUsvTK65qCkh17QhBF/wAqACmx/hIsN8c1sT7SdKlXNbHbObU8KjhHgCFrbY6IqtWl1WExrqY/9NpnxMz6K3eFXBDK9R4vUatS5VByhw/StqVKarENTiKc4FDVodQdPJVbUFK2SSQRaxP0J0YdIm7O8W0jhaL20HVW9mlUAD5Njkf8LtZABBHevDukXdHePZOySXMOILTerT+HLqDUYRLeROhXopqtFqZy+toQmF0dlIEZ9mymVtaQUlB7oIsQfQ4/OTebCHZm2sTs/EGK1J7mu5yHc+MiF69sHE0cbgqWIo/C9oMDw07vBa9tSFtomx3gsISeqVX39sabAHAOm6q1KIYSITKLXYVKnNOfNBzc6kqNlJ+2LdfBvfTkCfBZza2V91Qvjoz3SJ/Bs5fhSUuVN2SzIeiNm/zMYXDif+YXSr30kdxj6a+z/uHtPA1n7VxNH9w9pbxzDiHDu4QvOd69vYWsW4UPh8gg8PNdFb1bjNIn5fqj7i6fIuqLMT+6RYee/wC8k6AR1Fge+PpWvtmnBwdY2Nw7h/3BsUFLZlR2TF0B2h8TT56dx1B8laHDqBKzYqdl6VTY9YfbSl92EV6Od+6Xo6/3Vbg+42PQY19j4Z2IYWPbOW2vuFzG8tQYYtxFMkTYEcO5w48vFX/kLhmymoJ+Up9RVUpC+TEp0ggul0dVKNtgm3XuMYm8L8Ns+k7rjlABueH9+Sy8BXr41wuCZtbVdg/h/wDClRMg5rj53zUX5OZSNbbDZU2y1fvpHftc3OPirffpgrVWPw2yiabCCCQbum3BevbN3ddP78yV2CVzKcVylN1CGtSpSR5gvr9jj50pY13WZX3XoRwjMkrXPMiK44pqVDLiOVsoEG+x6jHY4A0oh/Fc7Va5pgqOV6sLq9PQy84pTyQbkne+Lf3INqZm6KMvMQqbmIWtamW9YV1Nu/3xuYfKBmKCFK8ux6gllDJQSkja/YYxdpVGl1lZolX/AJXWp6jOU6ZFKIx3LizZIA9R3xxmLMVMwK6XDOGVQisSXKNORTaS4HUkg3Pc+/r9sW6Aztl6qVq5B0VnRIkXMtHMapIVFqLdlIXYAEj3xl3pv7GisU3lsEcVr/m2sVOPUHqLOJcaF1IUFXA/73x0uAwTHt6wWVWvXvBCgzlckQ2XIoeUArp3xcfg+sOZUmVIKTprkqWHH2dAcJ84Ub3PrvgcQxrSArtGoQJW4PEx9K4EOpwm2VyVgOG5A6noMcRsvL1hpu5rQxBgQoYisuVOjIYcTdesA2F7HGk2jkqQFWo15FkUo0thqTFas447rI2BB+4xFixqrWGd2b6q86i84huBLSlKHfKqyQd9rb45PZ57ZB0U1J3bMqN55TIguQaw2UNLXpVdG4SO98dBs6tnGQaqDFvnTgo1mPOa1GEHXvmFm+o3/Sw6DGj91JBKioYixgIvlzNyeYuE6lDyFgIIuDY/0xk4vDEDO3UK/SrSNEGzrw4pZhycwxQ2zKsTdRv7k2HXpi1sXeOoH9WVSx+DbVHetfYNHrWZHSxT4jz3IP7RXm0p79Dj0OttKhRZmqHVcwMI4ksarUy4mdlyIoVDTGcAva1icchtDENrumktrZ9E0xD9VeGV8xnTcPtuhTd9ClGyvYHsd8cZjcF2gYgrbNaZA0VY1qsVyTW2oMWO9KcW5oGhOo3vubjHSU6bBSJe5V3VQ0q76JOnUNUYVZaIgUNGhQKbAnv2vjh9pY2n/wDa1CJ+INyAroyZBZgzRVUMNqKd0aRq3Jvuf0xkYbeutTP7xQUaZd2iE8zdX35T7FPSkSLK1L1WNiTucXMVva57exYlKtV/CVFcyVUIMSAqkrkMspsmwupB6/U4xaG28UXSHIQCQok1V6POdecMZD8hJtcosCe4HviXFbYxWrneig6uDJS0OdT6fW485FHCbjSSRfWOhPtbE+C3ir0QDcpClOt1fFUzTHo/h943wobwpMidR3VKeabCiBYE3T/CQLE9uuPYuhHblDFb1YCnXaP+c0ibQotu1KtPZNdtIxLCOYvzC8xPE6YrNNckSy/K/BkLKYzTqvKlAB/aKA2v1I9O3XHrXTp0mv3h2y91J04akSKfIwTLvErvOiXcRuxNlsaW/vngF57+AHgoxRKKpbl0tx3ElXk8typNutu18eHyvWH0jMuurRhZRqSw2qOwmHcX8yuv6YhqYhrdVPSwwNgFd3BvJEOvcSMg5GzJUoFGpNerlOoTtUbpzkpyl/NyW46ZAZbWhboSp5BU2lQKkhVrmwMuCYcXXZh5guNjyMWPcZ4i6jxOGfh6T6zNWie4857l3bZv4W8avBxmOP4dvFdl6m0yOtkxssZqiLTIpVUY5im0JEkJTcEtKA5iG30bB1vTpcxze8mx8RUxhx7Xl7nEF03nhrz/AFK8xOxsPWp9Zs1uVw1pgepb3Gfmtdq5wE4muVaUqmZdpkimqN21okDzIPpYW6dLe2NfAbw4bqxmdBGs8I5rzzE12lxWonH53/YRFKs10gOZjdBXCp6XQFug979vvtj6n6Dej/F7wObj6F6VNwJBGsX+S8x3w3iw+CBpOdBdYeK6e8/ca6vm+dINYyu4HbkJRzShxI/hSo7E4/RevixTpiiKRgAWFtO5eOYTd2X/AHk1wZOsaeK1rqEajVaY5Jpqm405TiebBqCg2mQu2kWcOyHbbAnZQ2PbHn+M2fh6tTNQEEm7TabcDwPzXpGDrYmizq6t2jR7bxxuOLefqFsR4fOBWZcx5yywIIkIpT0wR3xrtIgDYqDrN7lFiFa21EEb2PTEO0MBV2Rs+ttMkltJjnRMG18vceWq57H7doY3EMwB+Oo4CYlpn8QI07wRZd42UuBuVcp1BvM+plzMDbCWeYF6kN6dvLfudt/bHwV0r9OVXeN7W4WmaVGLgmTP9tF63uz0e09lNcaj+scTYxEBWO5NbLqVNKbMgWsTvbHhozwupYWhxCtKjyWpNOca1le17EElRt2xn4ukdQFoteA0Stbcw5gcgVqTFW0flze5vtjq9kYY1KQM3WDtNwzQFStQqrT8iSplGlJJG5x2FLDFrAHarJa+VE9SucpSVbg3GLUDLlQxeyPQKy8y4wVED0GMrE4TirVJ0OVt0mt1GowpDCHUtqCNSbdbfT0xyeLw+R91v4Z7ctlXjVTWmptRZKnPnAsoQUbEjtpxpCkOrzcFn1HOD+5bE5eptakxH0Lp0pC+SNLiwd9vbv6+uOXrVqYdcrSZTdFvzWp2c2KlFzLJYqjbsRYWSAsdbnqMd1st1N1LsXWbjA8OuoxUC0GiU7q7fTFqk2DCqtBOiGxZzbKSStTaz1sdsNUw8mYV2lUgQV2eK4YU2qQIsGZW3EKSmwGpPfvjzKnTyPzi6snFOInLqp/E4U5PoVDjMqmFck+Zbi7FTv1/TtgatWoSpGNIbKjznBFifIM+kVZ3nKOyQAAMTue4NynVSUnyBIQus8Os2wkNt/iUVS0bEm4v9B9MUqdNrHTCvNcDdCqvlDNdSp8SFLYjy2EXBP5dZ2t9MSYOk1tQvadVTryZhQWXwozPImHQmCiOkpskKNzb19cbgxYjS6pQGCCVPonDBuKlpwpZRUNrrAI+thfGPUxjyYOissc4COCLWXTCmn1BLEtG4PchN/Q9TiGjs+HdY1TNINypXlupQ6VMSluisBtwgq8o3PuLdNsR7Sw9So3KpqRpA3Kz4xcPUcRKPHfy5FZYqChdxaU2tivu/jxhKn73QIsSwFpa1YcOeC/92KLGGZXWnJCjs4tV7bYqbd3lplxc1SYPZ7tJViJ4f06LHVUqHHj6rFSAEgJUR744DFb2Vapg2CtnY0mSqezK5W6q+KdNpj65TfnS4CFIue1vtizgK9ENOY6p6eELe17KWZKn52nU6fT3IjqUA2SP3jp/p2xm48Uswh1lew9AOZLQoLT801WDNnR6hR5qqo04QGkpLh3O1tsW6OAoloLHrIxGCe2t4o4jPWbWee1Oy040yQUqXbzI1ep6k4tNwlNokOC1KeCAEOEqLE12myU1mTCebp6l+VK0gXt1tfqb4mruouAaDdVX7NJuBZSKu1qmuRaYpmSkuupIIRuoE9jbt64z8PRcT3KN+FGio3jpximcLOFedX6xNEKNIgOxGEJRp5ilJICBq63F/oDjZ2VgW/emYmm6CwyCNZGi3t3tlvq1203N7PHlZdHsrNDlfdaIdK21BDigOibgHSB022x6USSROi9dp0w1sjQqeZbq0anKbdlS0oJ2SepA7bYF05TGqkDJVqwczQnkNuJkLQOwVsD+mM8gEKem5zdFMoU8SgHG1nVspKkqKVAg3BChuCCAQRuCARgadV9Ko2oww5pBEcCDIPirzXZhcWXcVw0+KFxXzOKBk3xqRZniz4ICg1LLNRp8xbEWsLhTPlzzhN0aZEiO7EYkMrfAdS6kLD6FAKxvUduMqBwrtAJaRLQNZBBy2AnQkGwM5SuZx27NF0HD/u3TMi8eX5Qeciy2T4dQcyZxyQxRvAlxDy14i5zuT26u1kXMVQap2bsu1dlCRUYUdh9eqbHSVIkNHUoqbcWG3HiyeZoYDczZWIx9PG40nqJaXFhzdm44QJngSDMcwvNt9tgYupSdiDTy1ZMPjsO5B0aHhMGLLyR+KXjZx6zfxSzNTeL1CzVQc7wH1My6XObVHegnURpS0tIUEEpVYnYkH0Nv1a3AxWyKGyaTd3Wg4eJBbeYsSbajjML442ju5XOIL9qPHWXERp3Tpob9xC1ii5pq1UfTDcBanK2bafbsXP8AhST1Pt3x1LdrOqOykQ7kVFV2LRot6wXHEg6eKcmlSq/rSpqLIeQbPI+W87Y3/OnqUkgj7Yp4/COxMixOkQoxjG4UZmyG8DNvLvXeV8NTgCxkKnV/MWf5DFRbnssKobToK3Kc2oHmJ1nzKBO4B/KNr4+EftMdIuLpMO7OEfLGOlxBvpdhP8ItbnZek7j7Mbiao2uWBtQiO43s6ODu8arswz1wMptRpzcjKNXFNecBVpQgrCiex9Prj48wW2YcBUb6r0t76s5TcKnqb4fK7DUp2oVpMpYGtSUpsbDrv642cTtlsWaAFV+7lvamfFW3QeFTUxktRaquE8AAVXvYH+IXtjGr7eyAB4Tue6LiVg54PKlX33nzmZqQHAQk8gbC/wBdsDR36GHEBvuVRxFJz7ge6rWseA+rwJLiv73MIbKwSlyOBfb1Bxt0ulAvbHV3VdmAPEFQfNPg+kUtLIhZpYBUklQU1/8Axsd8aeD39L5zM90X3ebEITN8J1Zgqo8WFVYElS9PNe5ZSpF/4rmxxsYnfzCvoQ2lDxxzEz4zp5eCrU8JV6wmbclIjwFGS595teVLjLRa6G9A99/Tpjmv8RNxEkNgrZwzZsBHmq7qWVsv5ZzAKupS5jWq6SpGyR6pxdGKqvp9USpadMZw48Fsbl/iTR2G4keNTtZIAVpFzbHGY/Z9aS4usO5bdF1MTCh/FGj5Wz9S5aW6U4zVL3BQ3Zd/b7nF7YeLq0nC8qliqQNgtW85+HSt0CJTZlLddqjTgSl4E7tqIvb7dMd1hN62l+WpZYbcO4lzQIhVK/wbzwpX+705ttF//McAONv/ABFQOsnwUjcCTy/XkvR7K8HNAlOpcSt5t0ABNlEdt++B/wAM0uZT/tR+kBHGfBtRnURAX5h0J0f4h6Yj/wALUuDinftBx/CppTPCbT6WoOxnH0Kta+rr64F+6tM3lGdoP0AQaq+EaPWpocVMmstpVewctfEf+F6JHaJQnH1ALBNal4R5DjCWI82W22np5x/2cV6W6FMGc5SfjzoWqJSPB7UWEcwVmpIsb7ODf26Ysf4Rbxqeyi++nQtUXk+E6Qt4GRWKi4AokecJt97YifulTiOs9kdPHxqxAal4K1VGSZn4/U21HewcBI+m2LdPdpgEZ/ZKptEnRnuofXPDXSshqS9W8zVLlkajqcAFvc2xyu9FBmBaHZ5nuUtCsHXyRCjrM7K8Eog06uRkgJ2Kl6rdseHba2lUe7szCv0sY1olwsos+5T3pq1V3M7jsUdNToACfYDa2OdrlxHZ180b95TIDWwFaWV67kCpQ26bDqzTikI0rbLgNxfuBvjn6+Gq5gCD7rQZvA6IhMqnUMjOVmNAMmKqb2AOm/ti2WPDZH1VYbYLjB1SGX80ZWpWYFQm3oceQtVkhQF1b9PfETmV3Ccq1W7fZTYJELiq1fK0upOQH1R4kxdylQsLn0xLTdXYPqq9TbdMuz/RVN+JMt1GpUOTIYUm4cQQQLae3/XvjZw9Z7aZJuStajt6llktun5lUfMbT9CeXEKgbEddJ9Qe2KFEV5NbRaR2rTNIOITCm5IiUmotIWoPMIUAgKF1H13PbGkdsvLCqFPbGFac4C6v/iyuSQxwop8V0NUZqkVqruhWyFOoSltGojppC+nXzXx1+41U1DUqP4Lv93doYevSqPpiHcV1M0aRGo9BpjslYVJXDadcOq2nyDHpzngWK6WgZbEJq7mZt9xuS64422eydtu1/bFc1HDVSNIU8oOaYydC23G+VbZGq+w6YiJnRG0Sroy5nFLhbCBqR0UL9BgSJRhxbZbD5Ursae/BiOzYVLYdcQ0qRIKuSwDtrcKApQQOpIScVKrYurlN2ilVOrjsGdTKtSKhMpNWiPJkxZcWQtiTDdTuHGnmylbbg7KQQR64mwWNqUHirSJa6P0D3HiOKJ1IahbCZl4vscesn1fh54pssQPEHl+XV2atHzHUdCc55YcLyFS10auK86PmEB3XEkh6I48oOqbSsqWfStw+lXaewazamCqdX2pcQCQWkkkOZOVwE2IAc0fCZAjhd7OjTZm2KZp1mZXZSAWwI1jhcAmYXUd4x/D5l/wycSoOVWs3I4v8JK9TGMw5RzlSoxa/E6c6pSQ3Nh6lOU6px3G1tSIiyS2tIWkltxBP6U7gdKezt48NULm5KtIgPy9poLhLS1w1aRcHhobyvifezo62jsXEBrHjtTGaBIGuuo94teJM38JXATN3HHihw3RkmkR8zSBN0Oz+fZqXHSnU81ISB5HC2ehFlKAOxOPRNs7Zw2y8C7a1f4GWmfinQRxMxqvIoq18SdmhpbnPwxIbfUHiOWkAwvTvVPBpmxlmmxcsTYtNTGbCEJ+WNgkdtiLDH5GbR2TjsfjKuMxLpfUc4mdTJ4n0X1Ls40cJRbRpggNAH5qX0Lw4cUowS1NrDSmkgiyWCkdPrjAxe4tY3EfryWhR2i0kTP680Rpnhqz0wup/OVdEpLo0tJKFAI/nvirU3OrNi49FpU8dQIMgnzUPy/4YOK9Hq01cqvMyqetV0BMdQKd+l740sRudVqU5gEqi/aVLNLAQr2pHCXiFR4iUxalzXE7jWk2P364wjuBWfqVcOPogcZUYzNwc4sVu7jVXaZWRueWo3/niZnR/VmSJ/XgoHbUp8j7fmou94a8/T6BIZqVTDlUNy26EqGn02xKNyqzKlmiELcdQN5MqpU+FvjvGkW/vPGksA7amVEpP64227nVeQCqVNo0psCiq/C1xVnRnWqnUIrz6xYEMqFv54rN3TrtPZaP15I2YxiiTPg04mPqdjTZFOkRCbgBhWx9Rvti7/hnFC7Y9UL8fQeIEoLF8FfE+j5gbnU+qxRH1AllUZat/Y6umCfu7WrNyuIkeP5IcNtCix0uBIVh1zwv8Uai43IgmmQ3U7KAYWdQ/X6nGbgtza7DJj1WxX2xgogAoD/4XuMbjSo8qqxFtndIEY6U/qcXWbq1s2ZsfryWf+1aJM5Sou54QOMgKh+NU8tlV9KYqgUn9cWG7rVnXkev9k52lh+LD6r0FN5fYTYup83fHbrN6tG2aZHRbQ2SMMTClInVHYlLgSUgaQHOhT0wNQkJwEu5lpCQVIaPsRiFplEWwuW6MgA3aBIODBsonNlfSssxJ0ctpFnPQHEbncE7WxqqcruUnIjzqSwSAbgjA5Ck5ohQlbS2HEtFvzD1wOYgwgyNiZVO8UuFlE4qstRKqHVNt3ASFlIH6Yz9o7OpYwBlcSArFDEOpCWcVrq94HOHL72lTL7SleZWmSsb/AFBxj/4NwBsW+6mftWuREBCpPw/+HkpCiuRPU2BuPm3f9cRncXZ4MhqqnF1CZgIHQPApkiiVd2o0b8SivkBBIkuHUPe5xWxu42AxDQMunepaeOeDLgCidS8CeVpWYIWYjUauic2vWLS16SfcXxBT6P8AAtp9WJU37SdEZbLmV4F8tOV+DXzVK2qa0oLTaWoJHqLYA9HmCNMsM3THH/yBM8x+CyjV6osT11SttyEnUlaH9Nj9PtitT6N8GGZDJCmO1BIhgSU/wUU6TVvxhdWrKZWmxs/sdrHELejPBNblJUrdsNFwwJ1TPBxS6eZK0VGr8xaRdSngbEfbDVOjfCOZkEwpH7aDhlyBO3/ClJdkGSxXqvyyUlSS5sLbbYzndEuC0a8hRO2o0WLF0ifGByHReGmVqJlSVVptXzHKodVnpS9ZaGIztmkpB/4nG7236H0tiMbrUNluyUDOaJ8V6TuE7rG1XxA/JefvONckSK9AytTnkhTim47pH7oAGr9AFHB3cSSvTXVI7LUDcqQqVQnSIqlNwWtgL/ujoLepw4dzRON+yiEKqutJL3zL0dKvKLd/p7dsFUEIadVWJlrM8/mIVGqjbi7k6SSCPbfpiIImVJWx+Vc9z0xEmSFl2wsQoEd73Pf2wso1U4e9WxS87occb3CCbC5P8rHEJpaqzSxF8pV0ZcrqXkpUFkpJsPQ7/wBMRaWVkvEJ/wAdciPcReDOZjRHnIWaqUya3TnW0AqLrCTzEEfvJW1zEEf8p/dGPYOgffKvsTebDup1MjK5FJ/Ih5AaSOOV0HjzF1550ubr0Nq7CqsrszmnLx5C4HIxy81uH8D7MdLoOdKnQc8ZJYhcSKuy41T65HGlqew0lTgC2x/hup3FxstKgRbSQf0J6edjbSxe6X3yp2HUXAvaNHAkAHuIlfntuPtHAs22G4YktqNOWblpAkgdx9l6bC6pX7QN2T7XsMfAOt17/ASrSXnEqKUAI2wjOkWSygpBbUhCgW0alelsPmdEIrRCWbccQAlxshXpbCJJ1Q5RwXKkOvBLbSCgn32wUkjKEeVnFNSJca7JSjUNgL3xGXkGIS6oFcIelqbSSwVepv2w+Zx4ISxui4dL35k+X2A2w+ZyTWMC+CpT2lCVAtDrb/TDZim6tkGyYuma26oJ5jjd9h0ws7+SI5SLpbdwXLSgoD16HErqhKTqQGiGuyJIcAIIttbFc1Si6tIuPuG2opt6nFk1SdVGGNmAEyIdW4pSUhaT3Cr4ilx1lT5ByW0NUzzk5Rb5TirkjooD9cM2vHxSrbqPenzOccosNRlpeUoH8/nvY4ke+ULWRqs2s0ZbFQXKRIIZI67W/rhnPlCKRVg0nN+VXWlB6ekbbC3TfEXWKbIUGqWZ8ttySzHnakrvc4RqngnFO8lZUvMGXZMpbLtQUyi1wSAN8RGqZuncyVOPwXItbiOpXmFpD5TZN0XIPrcYJuJEhsqJ2HebgKpMycOstRnSpvMiVpKrf4R2HfocT9YMtyFAcO6ZhHKjwdyNHgsTKZmpou6AtR031/54j61s6pxh3kaWTDNHBvL9MokeqU/NbEhxY1KTy7hXc79sROqZiHNOimpUYBDhBVFvRojBU2p9vSNunXF82F1TNMpuY8dN3m3WikDoDhpESgymYhH6fllystLkKm0+M3fbVckn7DDOEiUfVnRPajkhdGiGS5VqbKQEglKEKN7+l8V+vDb6qTqSRcKDR2HHlLcWEBIPcW3+mJGPkSU1Rg04pb5W5cUos6Sb73w5eOSDIs1UdOnWpbF9JNhtbD5hxSyFMIqIqw5HCRt6+uBcWweCbISRzXiL+K14jzx14ycX8xQ5DL+S6M8jL9ADI8qoUeUGVOknrzHfml/QJte+PMsfWNSpmcvofdnZzcNgw0CxuulZqqFRzDmiUF8xbi4sZSjfzK8zih720pH/AD4z2N7Hitr7yS7MeCk0CG81Gg5f1FqRpE2qLSN2ri6WvYhJAt63w722lGyQMvFNnZH4lUxEgpWlhJ0gAdvQn9cIN5oC+X2VwUah/KxGVOpSFaSod7HET3iZCuU6RAkozSnyqYUNlxKR1KCd/bCRsdwVu075hTKHXyHEJAUHFJspJ/1wBdCMA8FbuRsxyoqmkKtLjhdwpJsQD2OIjBMqZrzoV2HcJjHzUzFiwlJccddREcQV2JQ6oN3uNxYrB9RgqDntrsfTMODmwRqCCCD5K1jCDQdm0yn5Fd2Xgp8Gi+CmVsqVPilX42ceItKUTFmtw0xzEABSEJ07myTpKleZQ64+6N+enfaW1KFTZ0jqXWJ4u4yeC/PHYXR1gsNXGPpNyvkkDgAeS7Im6nRWWFtFBWU+pJJx4NlYBlGi9Ia1IRZ1OSFyCl7R+a2k4EBo1TuEGEQFcoYYU+ELBHXyG+HNSkBP0TlkhD3qxRZiUrSmQkj0QR+uG62k4Wn0QCm4XJWP944EYEtMuqP5U3aOHD2xDU8JNus06SXXH2HkgdBo7YQDJkpGYskEVemOhbNnkgHYlG32wjUpnsp2Unaol83TjFUp1tagOhsBiZwaBdQwSYQ1up08oUpCXWiP+HAgtGgRFh5pNqU26+lxDbimu4O36YTAJlO9sp0HY0l/Uyy8hI6pKcDDC6W/JC/NxWT66c8FBSUoV/PEvVM5IJKDSpdEWfl9bi3rWuAbfUYBopmwTtz8kHRMixFKS2vf3RcWw3YbxVoy7RDmKIl4pMhzUf3Qo+UD1t64sdSFE17imj5/D3g2F6mSdN8R9Vl1RElM65LktNoU0XEtg7W6nB1QOSFtRx0TCNmOU4Aw2uQl22974r0gwWCT6rgJRmJVKs4blKylO4UCcS5e5D1zk+aqNSKQkyCDfqFXJ+uI3UwUTXnULOQ7NSysfiUltzrpS4RbAnDsI71KMTUAshfzVdJQUT5y07k6nVWA+mBGFaCgdinEXRuPWq2pKWvm5SlDp+0P+uCOGZwCTcW4CJTt+r5ibaLX4jOCT2Lht9LYY4doFhCl+8udqbKJfjlSafWmQpxbVtzc4NlONVCal4CxXX6u+CzDaWWfVFzthi0kxEhN1gHFFIk+v8tKUz5yW/4UqI/W2GdQBEQiGKcEbFZr/IDS1ySi2w1kn74E0ALZU4xR4rCPLrLiFtJStAPW6jcfXEjadoQ9eJWT9XmQU6FKdWsi3XDkAJ5lNo9fqqkuOPlwMp2CSb3wxY0DMUhUmwVBeJjjW9wb4AcY+JqG7v0uhyDDSo6dUp0clqx9dbgNu9sZW1cSKWHc7nb1WnsHD/eMYylHFfny8bs4PTqCikx1c1VRdfUjuXUNgobFvUrClD1x5a15LgCvpTFMyUerZysqfiNtsyYERTXzNPorKXHwRdMmes6ko9xzNyPRu3fElTXM3nA5KnQNgHaDtFSytSXaBTlwlu/NV2WvnSVnqp1W+n6AWGBzDNlCtVnFgg/Ede5SHh/Q0WbeecuvbvcqJ74HrE9GjAurgzBKZhRktIOh0gX9v+zgXGVZc86BEskU4PrQ64lpevod9t8MCpG6KzuIc1vK2TVVC6EOrUG0A2Gr3v0OAcbgc0JdlYXnQIjwBqUfMVEzLUJBbTDajcxS1fulRCQPuo2wOIOUCQjwbusvK2W8D/F2T/4hMucPn1MyJsitRYbTJUbOKL6Anf3AH3xobKpn7xTt+IKtjsZlw9YH+F3yK9q/zbavmy2FaearSFG5O5x7BJINrj818oNGhB4D5KMSZlTbUotMDfYeWwwDXOBmEnPhHKZUJSYq0vNtKctYjrvicE6jVDOYoQ/Kmtc3REbcQex2tiN3WakSFIXDNyS6ZkpMfUYsZJtukC9sFmIEgQozd0Ap2mpn5YIaZCXLWACTa+E55I1TSBqhxqtXJMdUdKCb29sRhzjZPmAvCXAn/L6yw0sj0SATg3EgaSiFQDSyXRLnOsJQwlTTg637HCIdHZTZwkRmGQ2FR5UVZc6BSU7H3wjWERCFok2WbVSmtNqUwlofveZN8SZnnRGXN4hZMVyrcpSy2ym+3TfCL3qM5EIk1erpCrIbeQTewb64iLnN1gpOLeAQyRUKqpADEIJd630/64lc48AkDzKat1Oppv8AOsRUufU4jaSdQp7D4VKH69AXCHLLhc6WA2AxI94IkKOmko06nzrJQi7wsSFWv/0wuszHREGwk6hKjMuoU+hKwNrDr98O50pmthMHJ0IIS8zB5agdrJ3OCdUtom6tLIzDpQ22hh9ZJ3CQf54gFYyiDBF9Ui7N0uA8lbQO5JGDhRwQU5i1CG6/dKTzLggdb4QABlSm+qMS6ghhpxxUdQSBtt1wZqgBB1fJR2PIlVBRdjrU2gHa21sQBpNwYSsLFSJkSlslBBWofvHcnBgHik1w0Q+YlC4y2uU6t+2xKemE4wkWyZTqFIZhMNtKir36i1gcN11ohLqk5NQiskD5dalK9NwPvhutS6qE6jOuuEuBGhsdjggSbpyy0LJE9ba1uJ0pZB824wnOhIskQiSZsCSpsyIyhv8AvDthwUIYlJblEcQphA0J9Eja2IzVYQQUTWEcF0cfHI4r/wBxvC7lLIlKWpn+8Fdcde0rsXm4rOpCSPQuPIP1SMcbvdXhjaTdCvSejbA58U6u4fAF4s82S1/38U0pK3mqCwhtKBvreQAhCBbqVPG//tOOOEkG2q9Uxbs1cBvC5Uvy9TUZeprtTqGl1cNxThUogiTUVi61+6WkkAH1+uIKkfhOmit4cBrS+px/QCitHQ/mmufiD5fUlKyhonc+tziYU8oQUAKr87ls3l2nxaVBVNfTpSlIIHW3uPriqTxWjEqMSp/41UyvqjV1vse31OCQMcCbLY/h7SBIEdHLAF7WI999/pgTPBSPAmyp3xbZsERNJy5Gds2EGye5Tfr+u2Bw1KamZUtr1y2mGJXhdmv+53CvJVLLjTM7M9ec16lW1RIyB6bW5jqfrpxPiRmfB0aJ94CmwTwylbVxj2kqV0ysVbhN4oeGfEGmqUy2axT5qFI6J5chsm9j0sB9L4tbJrZazAeY9zCpY6iA/taOa4exX6HBlxJzzkhiM6lpS1LuUjYE3/zx7GSCTC+XeryjKlVpYbZU42LHtcdDhnGAgaIMKMpCmgVoEgFRIOobE3xBTspTdcyIsiOpsuoKlK3Nu2JHtOvBJOYkd9SH1NqQP+Y7/phMaQJCAvgwm7UR8uOrSnmSOgF+mJAD5pZrSvlLfCNDjakO9z1B9N/88CHTZCRHaKdoVJU2En9kna51EjBX4JZ+5Ml151pxTCUNrcv2ABI9bYjNR3inLG6lMZr01SiUQkuPHuQAMLrDxukL2WTUbnNASnksvdDpcO2CcCULmwnrTbXLU0h9tS7j8yr7YO/BCsylgNq0ONpvvZJ6fT9cOXSnIhA2WpRK7aXAVelyn7dsRUiSJCaEPl0VyQ6oyFvMm97JPXDOAntWVjhKcaqQ1FU67yI5It5lbj7YsdYo+rUajvI+aSunFJSpwjyrFiff2xGbCUBaRqpe1HfVJa+dKXUn90b6fphCZgp9bo+5llJS05rCk/msk9sTPbJQCEhU2GUNttwIyg4kbkiwP3xE4RojDZumX4czHipXUn4bZVYlJd6frhQeKG3BL/hdNjFp+Kttxat7g3wpiCia2U8UUvIXobbdQR23NsGX2TReFjDpxSguR20NLB/IFb4jS0KNRPl2igSpLMbqSFK3vhSOKku6wCbon08zls62gu2wF9/fpgc94Q9UUqwuOpxQlIStZuRbsMPdOWJaZBp5SwdbTabavS49wcOnbT5pJx2lNhpsqAFrbeW/0wIIJgorjRJtGgxisrltpSoX0kg2wPYbdCQ91kgh2DMUv5R5sjfoe2Da4ESEmthDlqjQjy5awVLPlvh4RjmvMt/aCM1sjO/hlyalCWo0ahVOuP2WbFHzIAuOn/8Aj2++PON7jGJaBoAvZejKiPutV/EkD0C8w+QKLNrkhytlKTKmTVSEKcHlLp1csq9EtpLzx7X0YwiIAC7TDNzPNU6uP/b1UizpR8xVbLUarZbolRk8OItURlxVTQhKm2pymTISy8QSpDr6Euup1hIcDTgQVFpYTFToZqfWcE2MxjesGFZqO63qt2PCz4G+LnGDIVT4oRoUrJPCGEh9xzMsmhVOqiWmOAZK4VOpkeTOlsRgUqkymmTHjJUnmOAqCcamF2ZnipVdla7TRzj4MDgYvqY8CgqbXp0QadMZiIzEy1rZ0zPLSAeQv4hS3jV4OfE3kCSumUPhDnfihkkUSJmmHm3JVIm1ii1yhSG0OMVWE4hlMhcIhxKVrWwhTDoWy+llxBTiN+xsQ6SxuYd0Sf8ALMpn7w4YACo7I6YIOgPLMJaZ4QTOqo+Rwk4hcPczN5Y4mZBz7w5zQlhmX+G5hosqlywy6CW3gzJbbWW12OlwApVYgEkG1HEYOpRMVhl43jTnYrVwmLo4hueg4OA1jh9R5gLZNWX6xw4y3TKxXqLVKOuqxW5tKVNiuMIqENxSkplMlYHMZUULSlxN0koVYm2K+JpuDsrhB/X68FPhsQxxc5pmCR5jULQzxplprPuUWmVElygxXnE3vZSlL3+psNxh8EIzFZm3QJZHGVEc9TBR6l4caGm4MXLjdQdShVv2sqY8s3PT8rbf8sWS2H1L6QPr9VBXIDqTTrr62+i7HZ+SGM1/7KqmI4kuidCjkWBJcW8hNibe4xX2Y4/e2Dm5vzW/iKU0M0aA/Je66a25SzoQoIaFkKKU7JAFuo+mPaKji10zaT8yvksgOvGqdGUhxlBTIDYA3Va5wjUvmlNl4QsQEOtLCA5IWBcKCb2/ywZdLZQhkGUrBbdVpLzZ5t/KlSev1wzMsd6dwsmDrz7dRCUpU01sDpF7nAn4kwbAhHI63UPLPLDaO9+v198SqLKBaU6f5UpnstYuNk2thnGEVPVR15y61RUBQP8AEQQSftthrOFkYABkrKHTGGh8xMhkrN1JUsjDNpN1IuhqaJJVXhuyRBSjQ70Bta/3w4dJhEGQCVk/QOUkSEuFSlG6hfrhBgabKNzidVH1MMBS1BamVDY2/KPa4wPZMjSDCkaHEc0q4IqNLSpjba7XCSd8E5g4WTB5OgSCWXUR1OR5aA7fooXuPXpgpMWMIGuhZSGpk1KPl31rdH59gcC4TxVgEjUIfKy3Q4slXP16XTeyj1/XEjqbQZv6qMVHHiphTKLQ4g+YDLSFadjpGw9tsDkbyUYLynqhGMdxYSgJ6I2sThw4jQI8nNcQaklMN9p6MggbJJ1E/Q4cVHEXCcwTITBQYS+lSitCF7CyVDf0xGGnMDKclBqhlaJNePNfdJUbix1W/XCqUWnVB1juCksam0akx/lHCwt5YA3PmPthwxo4JiXG8o5RaBGcstqQ2kKJuLgbYkDBFkEnih8mku0+p81qbzm7+YBVwPYWxG9hDtUWa0JOorZQ60+hLyl33CEAj+eGMC8frxRtEiEQp4pjroeWxynLWJKe31xKAAZAUREJzJbpkxwpguxw6PzEG9hhOfNkQsJRJmBS3AhEtaXnRvcm/wDXAW4ptSgddk0tTxgpjqN7JukDf7nBl1oRZAl2YFObgp58BtLNrDyi4++IXCLwkCdAVGaNCpYqbymvK3f8hAN9u2Hp5QZCd8xdS6tRsuuuxi+zynk2tsLnD1HtGoTCmvKJ/aSaQ0nPPhnqVLjvMyahlOqUJC7fmWao0du1wh1Y2/iHpjz3eqkDjGAcQF7J0dPIwdVk/i+i8+1epqspUqkZMy1Ak1XNFRCYUSFG3efQsgBtsb2ceWAkbHyJRsb2xzTm56mUiy9Fq1Bh6JeNYXd/4ZPhi5OquV+FfEWscZ18A+HnF7J2ZoWYcr5jynV5zlRpFNeLq570jdqlPxFRRMblvvJa+YpgdYRy31xsdE6nQbPWSezmytAuPXjyEz8+Pwz8Q/NUZ8RdlDi6DmOmUfETMco1GpW/3BqocGeJuV+IXF7w4s+ODhxTMnfIx8q03MOXMrCHlfiVUHo9Iy/T8qochmoRXHI6KM48iNKia46QX3HFBeqakKznZSxzH1HBkF5Eudd4yxGVgMkk2EmFHi6jaVRrTXp1WNBc4hh+BoFy4u1e6QLGSbESI2tzXTskZaz14hIvDHOlSztmjIHFfKnCrLEVS05co1c4r12OI9Wey+9TYD/4cpQmTJUyApqbS3XQ2+5EaU22pMLXU8U1rabbVXvYzN2uw0HO6w/CPxADLMi6GiKuHAq1nQ5lIVKgbAgE9lpLzLwbZWl1onNqFr3k3wp5y4d0ug8KM08DOFPEnw78H+IFR4T8NOJ8KIeKblNzCtMifUo1dowUy7Ko7khx5MlpMVoRXQOU0FJElEmFezK2q2A0ghoDe1kYSCTmm5bnk5r9wgK1tSu173feC8VCA5+dxaHSQWxlvNxAiOHMKY+MTw8+BriNxD4deGyNlThvl+ah3LWTHc8ULjRTKTVODUJ6PzobsyhVIuIqtMQySsp55CuYG0rYeKFGv/4eo8sr5ALy51nAtbMAhkd0zHGUtn0ce2n1zHVXOgkNDA9jjMQe2HDWZy+osvI98SDhlWuEniQqPD+sVCNW00yjUhNPqUdpTLNVhOxUPx5iG1KKkIdbeSvQpRKSSNSgAtWBhfxePHXQRPktnG187WOiLacjJn3WtHGqW4ji1laMg6fk8sZfbCbWtaGhwjf3Wf1xPSHZJ5k/RVtpVD98DeTW/Urut4ET2msocKs0ToLNSSxVoUwRkpKuepD6FJaA6kqNkAb2Kh1xR2e0/fqWUScwt5rsMQWuwDw4wMpv/lK9nvE3jjwc4RQxL4oZ1ouU2Jb6vlm3wtx1wX/+k2lS9IvbURbbHr2O2vh8M6KrhMnv4lfLuyd28Zjb4SkXRqfJUNXvHD4SMu1Okw6nxpyxDbmraahyTHkGK6pwAoHPDekFQOw69Ra4OM4bz4IuEO9oWyOj/a7gf3N+UifTW/BbYQqnAn0uJUqTNiVGmSmESo0mM4l1qSytIUhxtaSQpCkkEEGxBx0QMiVxtSi5jyx4IIsQdQeIKT/EWwQvZQHUWw6CLwljOhLUXFsAlPf3wkJCYuOIeWFttqCPTRscJSAdlDHZJYUpKmUMpPSwUAfrvbBNEpZRzTOQxNfVHfjob0gXO/5/1wJBm6ZpAJ4rOZMrElhHyrcU2Hmt1JwiHE2CFrmt4oXChvNzUynaalah1VpJGCaYMwlmA0KNuVFUhxaVtKaaG252/TDtbKchfNxUctbKGmvP3ItbDOaYgIOMqNyMvOmQuQ+hDjzZuEarC30wBbfM4J5BsDqiDD9PWotrghiQkbkKNj9MOyHkmIKNxcOKbRJCoTr3MiApP5cEDFnBSTYBpRdcGLNKfnilK7XFli6hiQgHVQtcRosJUJ0NtR7HRe3l74T2ypylmYbKFhCy8ohPTRtftgHANgFRBzinrcGQ+7zEhSoyehPfDOMlMbWRJFMaWAFhe24Nztg5y2Qpy7QWH2bpeUmydrAjpgHGUTRxQn8CvrebU47Y+W5NxgYCIVDKdQIUpSFOO85lI6JP9DgmsBuULqzgYCft0Z1LqpSnbtnscGWACyYknVYyYDraFSmwC2ew74YCBKWa0JmmnrqDe7a0kbAkH+mEXSNEwJFwhcXL1QjSVKZddCT0vtfEIZeVIa066oo/T3EILnO1yemgKP8AMYKAnbUOh0SUWiz5zpccJacSbCxA/liQMtYoHOE6JxNRVW0tQksvvJvusgAWxBmOaEYYIlPIuXWYOmYtCnHuqtrC+JnNgKNolczYUN9IlSNWtNiFJF7D0GI3AfiUrZNgvMN8fSu5YrHFnw3Q6j//AGbJeWapmWesmxeflyUtRmAB3tFdct6lJx5/vNiGjE97Wx56/JevdHWEIoVHGwc+Z7gPzXQl4SuE2TvEpxRr3FHiXm6uOZdypJ/HpWVssU+LVMxT2YpZcS4xTZam2ZMUuLjxQgKupbh1ctCSo5Wy2Npw513SIAIbckASSCNT85XSbUrVMTVyMIYwcXAkWEmA2/DXgT3r1lZrzFwryhHoXDlnPPCfwtZ4yJFTw/rruWMlR64W6OtLzsij03MMlJo2Vpy2pk2e42p5wRxLZTZ4hGnWp1AX9YS4skNOQCHFkODTUgkgZW3YM3KVSrZm0hTYG5iCWiq45hmMZhSkZiQ62cj4e0WiSr6jeMKZmDNfiN8WPEPJeSofhT4UR3/EdRuIEHN4zMjPuaanA/CsvsvMNMxQ01DjP8xmC6kSUFmL53CoumkGVWUHVmxJ/d0w0Gc9U9pwLtXBnZgCBmInkFLC0XuZh5OZ8OqE5QBTpQ6OxmBBIBzZjMaIdwt8OmZvDerhXXIlZi5yh8DOG+auOvzGbwzl+ZxG41ZrZfMdydDeccTATTomtKvmXrxiUlxQS246mxXwootqUqByGmwYelJEguvVqEiRJ0gE6kAoqeO+9ZHYkZ+uqdbUyyW9XT/5bGSQY4yRy89yeD/hW4jcB+Gnhp4Hu0/MMXiBlGNT8q0jNcaTrTUOJubHJUnN9dKWrofTAp6qglp14qTzFqQlN9KsFWpUX4gU6I/dgCm3upMGZ7gCBBeW5fEm6zjtQkPrVT26hNR40uTFJpuZAJBMcBN1XMzwbeHP4gnFnxy+JrOnDXgxmnhFJozOQOG1VylGntZih1aC+qlQvltU1FPec5sZ5Ckqjt3SqM3zXGAVYrMeXYV1Y3qVHSJaJA4DMbj8PdqVY652GqUsNTc5oZBPaOQ8T2QLxfifCSvGx49/CHx4qH4txezVwz4mZWcZrU2ivyqxl+bGiSZEZxbS40eY62GX1slgt6W3F2S2dN0puMCjs+vh2tfXplrXcbfKZvwOhXbYzGYPGPP3Oq15ZEgHtAd49+5daOecp5kzlx5qq6NR5UqDAjUuFJlKARFjqZgR0OBb6yEAghQte+3TEoPYLjxLj7lZuIpl2NhrSYDRI/pC7UOEvE7JuVomT6NCzA0/U6UWZDK47hQY8tCwpDzKjYkoULg+oxlU6rmv6ynYjQrsxh2vp9VVgg6jUeBW8ELiVJz+/UqvW81MZsznPuEqqclBk1YD8zQcJupVtxbvbEdR7ycxMkrSwtCgxuSk0Bo0AsFqNxGreSqEifUc70ubMyxDfZpNXeXctIo0txTamqg2f8WIl9bZC/8AGivLQ6hSCk3sYZznCBF/1qsjH1GC9Uxp8+PKP4uC9IPwh8/ZhzVwBzvwkr1Vm5lncPcwfgEWdOH+8rgvIU+0h4jZak7qCxsoOgiwNh61u1i318IHO1BI9I/NeC9J+zadLGNqs1eJPIkWnxI19V2c1PL6WZLYTrT+8rcgE43LzBXnBJ0Cycoi3YqnGJKSsC2jt+g3xJltKdruCeiAWYyC4Rq6KV/pgELtSm1RoRktNhyShtg7qUrthnMkXSDiNEUj0KBBZQtE4OMlO6Vk7/TBloACcCSslwKNJYK4xe1DvcpvbAAs4I8jvFB/mYMUrYQlUgnqkKJV/LfDyDom6s8U+jRaS4wu6nGXSDZJO9+23XErntOpUYBOijcihySttUeQ6E3sCCbj67YiJARNdCkH92mkQfmklbjo/MFEkk4kLcoloQnNxTWQKWGm21RH2ZFwCo2v+uBLm8EQokJw/TmXg2DHU2i1woi9/uMJziTCka2ElogxOW5Ne1SU7Dbr7Xw5IOoTMDuCcOzIctoJZTZztf1wxdKDSwS7ATdLUpDIIF7g3P64GDxSc0cE/YlJb87SW1xxtubm+ECpA20LKoPyJCm0w0BlXcq239sO4zok1sIIgzISUsSWTzzsFBV8Rl0GCnIR6I0lDNkuNl0+bzn/ACw5cAg6scUkzPc0OWaSvSb+XocO10CU38oWArdkEFhaCobp9Prh8+a6kAgJdcwLabWlbSBpsUK6YQJBshyzdLJqsNDKFEstfumw6/fBmpIgoQIcnMSTTSoO/wCKgXOx7fbEZMaogBMpF52iNq5rbwLi90pCtVsCMoMonNmyXTTlqZ+aZlFuONyNWxxK4CJCFpOibxqlCYUpakqfHQ+U9fvgBUi4ujWD7zknSUlxKe4O39MC6TeUrcVDM8cQqHwuyHnLiJn2SxTcnUOnP1GdJVb9i0hJsB0upSilCU91KA2vfFXF4w0KTqrtAPG/BW8Bg3YjEMoU/iJ9uK/PC+JR4z8+eLTi5KqlZg0WgyZpQyINKdW7EiRWAW2W2nF+ZSQkqUSb3ccXuQBjyyrXfiKhrVTK9+oYNuAwrcDR1Py1JVWeGbP2XOBq5Ob38gRs2ZmQoIjTpVVdiinxC2eaIqWkakSnDdCnlKUgslbOgB1xSom44NIIHG/ktbD7Jbl7TiGgHjHmTquxnNXxRKRU6x4g848B81eIXhnnqvqymrLaFw4EaDS3YTbbU9lwR5S2QyUoli4YUuYJ6kOltMZIcnfjchL2A5y6ZzcPGJHcBA8VmUdnNrVAKxBptEZchMmZsJj/ADE5hwI0U2j/ABfuM48OmZeAMXIWQa3OzNnCp5/r9dqLCordJrjotAdy3TIJZjU1qC6PxBCHEvJcnOOvFCbpxFicZWqMayYyz2tXZnEyZkZSBAbGmuq08LsbC06rquTWBlFmhrRZpmXPk3dmcZ00KuDwDeJPjNxlz/wH8MucMzcP4HBClgVDMtczW1Iqa6ZFhy36pLzA+/JdWfnUNhDSSQWkhiLy0srQHMW9mVnOfE5KbRbK2SMosALklxPLUqlt+mwUqlcguqOJvmy3MQDEDKI0sIXop8J1R8L2RMjeMfxhVyi8XsnTOD9GqORE5+zn8zTnTNqDXOkLolFYKYUaIpiRDfaYaSXm1SAm6lLcefu4ptPDYZ7qtPqzUdk7V3kAjUmCJJizWi2llztWpi8XiWYehW60DtkMIyNMWm7pjmXnXhYLb74dXFyreJnMeRK5w7qfA+V4fIdV+YzIKY1pfm5ijQISKRMgyEzXg6w/AjzOZFW02WHIaTYEk4sdb1jetc+RcAWN5MiQToDxvwWftPDjDtdTFMhxvMn4fxSCBq7SJC0zzdxR4dcW6r4zPA7mvL3Hzxv+MOuRczRa5mal0OZFpXCxpMpyfCjpRV57TzzEGQmApLcVhsOWCYzThkFLuA8sOGdQY27QC578rS50dkgHtEAyACSLTYEldDRw9Rj6WNc9rGz2abMz+4yWNyAuAGYmDeCbL83HiJxZzxnWQ1SptQqKpIWpciO2ShHzJJ5hDe2m69XUA+u+CwuCaBmcLcPD9cFDj9vV6g6qkYPGBx8VG4Lud6XyJYfmNLRuFBwgjv64Oo2mp8NWxjIJK3l4dp4j8cuDi6bkOXUZPGjJNX/vDRmmXAl+sQnG0okMNEkBT6C206lHVaUOJAKlJBqtpsDxOht5nRdBUxNc0OtpfE0yQOIGvnxXaPWeC/Fbil4CuLvi/wA20+i5LokenIyLXI06QVSK1XZIjhpmM0yFpSHWpTMhD7hS25dIB1KTebGbIdhKYc8gS4QOJMmdLQIVSrt+jintoUmkl7Dm4AD6mYsF3g/A6pOaXfDLmXiNWWzHarEylU+I64DqqyqdBER6T0BUnWFNhXfln0x3u7VMtwpcHfE9xjyaP13Ly/pIxjX16NLixt/OI+X6hd2sipSHGAJUcXOwKUk2xvFx0K85nkorJj1yElT8FpxxKzaylW/T1+hwdw0FBmvBRVyNVflo9gQk7q23GDKYPuvtK5LrbT/zSooNlebYYRI/FohEzZEKhIo8ZTbHzhaaI/ePf3GI3VWAwpCDFkGlLlo0piSFLbPXpYjBPJOh+SBrgdQn9PiNBKZSUtF5Wxuev3wbXAXQEXWa2n4ssOSY7HJUPKTfc/0w7tYcE5AiUqoFpXNiPRgtXUrTsPsTbAzyTRzXMCXzlqSZ7a1o2KQOpv0BwzTOhBTkcgsa9UH7oYixGnCBrJukAH3vh6j3cAk0NOqibEfMlcCl/PMQAgkBKQB//HEbWPcJJhWnFjbQuK62tppEhTvMsrdIN7D19sStdCga4lZ05h6qcmQ067HbT2G4P3wyaQ0oyqlOPvqjCW+pBSAopV/K+EUs5RONR3qTGU180tZJukE3t2tgWiLIiTNkKmO1NMkcoHUk2+gwjIMJ5TlEpayhM51tTw239fXDooT4R1aNby1qBHRI/pgHNHHVMm0d2U0zINPQlw23Ck9frh2gx2U0Cb6qMMyKk5U3W5yWo6Em9g2d/vhNcZhyappZFJUmEp5uS4622sEgXBtb7YcubxSYDC4mRoS0pktlxdzsEk9cCQ34giI4J62zUqcyhYSS2sXJ6WH1wzn6BC1g1WSW1K8zoWrSb7b/AM8BZEi4kTTDAYcUmMo2I9fviQg5QhBMrhEZMdSZKXr2F1IKb3OB0uERE6qMZlz9QsnZYzRnPP8AU6Tk3JtKjOTZ9UmPpbjwmEDdbijsL9ANyTsATtitisW2kw1KphoVrC4N9eo2jQBL3aBeM34hvxZqv4vMyZr4bcNnZ+XfCtlTVUVodHLk5tqCLhmRKT1Syki7ce5AvqVdXTzjae1amLcXE9gfC36n8l7ruzuzS2c0us6p+J3L+UH5n6LzzZOfm5hfmqeQkzZMhx6G669ZIQkFS20+mqyjb6WvbGc9gaAArWBrdaTWeLE28FZOeKqimUmmZdpaHPxCYkKC+mlBAVrI9QD+pxAxknuC2cfigGik3UqNUFjlvsRYKClsaW09ySP64mc6XEpUGBui2GyzETIXFYVKZakKsE3SpW/cHSDbpbe3XFdaDXQFeFYzdxO4A07LuZuG1fzNkziAzPaqEKtUCpOxJcOySkKjyWFJcTstxKgki4UUqBCiCLKhz9gkDuMe4UeJAbSJc2Z5iR6KD5n8aHEDius0vjBnviPnyaqTIlKVmKuSqiUy3lanpAL7izznDYqc/MdgTpAAEYQiC0fX5z6oqe0WvaWaE6iABbSwAsF6m/7Pf41sj8AKVxE4QcQs0Q8q5XzXU4FYyvNlLQxBi5kVGep7yZT60KQgPRXo/L+Y0sqeiNoW40HNR6HC7RaaIo1LEEkcBBufEg6cbmdAud3i2LVrtFegM2WxA1ImRHO/K61P+Il4mMm5/wDFP4mqfnej8D83Z4pT8nL9aTOy63NcQWYhbFYyrmeG4JbENtQS5+FTXnhGUrlsqkRyqOxhYvaDa1JzaZlpJFw0ixiQSJnwPgtXY+zn4cMDwWEAGznNcJvlc34X34wDwJsvKtSuHsfh7WazR60W5FeiTnYDrmk/uLKQUjsFCyu/UYu1cR1gtb81kbI2SKDiH3erwzHwizHIojdUh0qU/DUjWHGUa06bdTp3GIm1B8BWtXoOHahJeHbNzvB+fxVz65RI1dYo9CcLtPfddbS8664mM0CpopWFBchKwUG4UhPUXBLNDYImTAUTKgbTe6SIHD9eRW7fhPhcZc9cGuF3AjihnnOEjgyvNNRzXVaMKiUuPurDSGor7aLKU84WkvFbxUW0JbSjSSbV94XY0Pp9TRfUdl7EA5ZcTJnSAdePkh3UpYM0Htr1WU4cc5LhnaIsMpuJmRpPivcJ4RqZGy74fMpZYfo9Ny7R4Dj0ekU6Cjlop0WyLNm3uL/Un1OOj6OcK6nharsRUz1S85o0aRFhwtMWXn/S5jKNXE0G4ZmWm2mIJsXAuN+fAxPMrZb5+jUlhC5Djakq6BaiSTj0cPAAIXksIpT6gmS3y2lIdjK6beuCYDHckSPNMK3JRDbDUXnKkE2Kb/0w1TkNU0cTovqK40ULS5HFvQ7m/wB8Ex0C6DIEArNOgypXLDcaO4De6zuPp2wDbmQI/Xei0GqRiJLa3WnER5aPyp0/5Ww7CSbwUBaDxSLhcooccfRpZcVexN7ffCc0MEEa80mybIjAlM1NxpuW44tI3FlKTt9L4nDwSJ4KPKnsmNSHXiW+bpG1uYR+vr9MQZGkyApmlw+IqOVqFT478fkhcVrqpxCyAcI0xmgCEIe4iRdZ0yE9Kf1NLlORuhKlAg/fBMbeLoHHmiNTp0qO4kwWdd+o16QMRvYToFPfiVEJT9PSlttyals7bk74kLgNUzWwi7MiPTUNtsqE0KFwDcWv9MCX8k5XLokBtyWpCW47YK7DYj/XEb82pEJCDohi84T3mwpqAVMt+TVa25+uGD3EWb5o8gBiVlSqpUZElTMpDQZNylWsEj/XBskGDohe1us3Uhlrjo5bimkLHcnpgi/gEJSTkh/QlyM3EcUOiSm4++ADXE3SzBYUd6py/mXC0ywpCjYbjVbDsDyCnBBumM2VLZe5tQYafUe6r3VhDMNQEzoKbNN/iKvLHZSyBqIT1t74fLxIEJDuJUkXUWqLFbCIIfKja38IwLnEfCEbACYJRN+pCUy0PlmEAp7JP9cOZ4hKBCExnJbi1xY7QUq2xVaw+2Bb3IZHFJImz2luU515bboUbJQiyTiMvMwSnhUZxz8SnCLw3ZRlZ+45ZxgZMy7pUiGFXcmVVxPVqHGB1vrva+kBKf3lJGKWN2pRwwJq68uJ/XNbGydg4nHVOrw4nmeA8V4n/isfFZ4h+LaqKyNlp2pZI4IRnyum5dTIC3JaxcCVOUiyXX/4UC6Gxsm5uo+fY7HVMXUzvNhoOA/XFeybO2TQ2TRyUxmrO1dHsPLiF1F5jkvZe4cwsoMrIqlUkhybY7k7EgkfwgpT9UnFEOl+lh6LVxRdTw3V8XW8kzy+f7vtCvtumM5TghTCk9eb1Gx9BfbEDzJ7yrlJjadOeDQiWZZMmVIhZrqkelx59Ugsripgua46x0UtAsAhRUTrbAGhd+l8E0NgsBlV3S7988QSBAn381I6Cyin0xyRIICwbbm+/exP/Zw1RwstWi3IySrX4NzfxnNDTITrbDmu3puOn6YGo4xJSo1A8wre4r10K4swaFy26hARDSuXGU4Uc5CbhJCh+VaSCUrFiD6jbFPDukF3Aq5iz220z5rSvizTl06tSahCW4tCHSQpSQnWgklOw6HqDba4ONHCzEFYeNYWOkLsp8LWb0T+Cr5fcSpaXghaVb6xYgpI7p36Yq48QW35rodmPHV5pnRVBmirwBXeLkuK2mc2xlmeZDDKtHJQqK55VKFggqGmwG+18QtBLMvCR81HjKoYC9x0BPM8VWcagq4q0DJvFqgSYVRffZjQM0xVyEocgTWmkoTIKCblDzaEbgHzpV64uucKbyw959bqjh6ZrBuKboYnuMXVxZ1q9Yy9kiPLyxWJNIntuJSl1pYKEi24UBtY+/oMRtDZklWMRiHsZZbKcNOC2eIHCYZ34jxKKvOmc4LNZgQoqUpmmgR39HzzzaUlJQ46pK7hXMQ2wtbiUosvGBvk2tSY3CU71ABUcOTdPPvHAELpdx8P15fjqwim1wpAjQvN4nh3HidFcnhp4QT6txLof4S9IYcNQhtp5ZA57q3kIQg9ybk9fQ44DDbzbUw9AbOwdd7W1DAZmOXtcQOAnl46ruKm5exsVX/aOOwzHPpXzlsutzPHunS3Be1/I2TjkXLNPofyZfZZbIWtTgJW4fzEn0uP5Y+pdzd3hsnAswsSRJN+J1uvibf7ed22NqPxh+H4Wj+UafoLCQtqdI/DnMuuNKXcpdJ1XHrfsMdC2oTbJAXGOYAPivyRSDTqrEbeEKQ4lSN9ldPvgg102QSOKbQ01KdM5alJck9d1dfucSsYSe9A6IUthu/g6bvxNU9QukXuPqcM50WOqkYAgFWjUiqpWqpKcTIV+6iwA/ngMjSDmEpF7m3YYS9IiUWBDDX++Id6pUpWDaxrRABCjzFxmQhE9bkx52N8yXmUeawG+x+mIy+TKd7oFgmkFctipCZCiPKjFOhQPmViamDmzhDNspTOqoXNffZZdlw5hNwCbA4iLCbCQUQPGxCFogV6UUJqUh1yGgm1lA/1xIaZ/FwQNffshTlmaER26e0l5LnY6AL/AHwTn5+y1A2AZTl919lYSUvqNtzfrhjHEFWFX1KbiVBxbS4qlFCdIKzZP8sCDm1TvaOBROfFTGY5l22E/lQN+3bDkABMAVFnK9LjxnYD6XVawLqULbX/AKYiEgQUbAHXCLU9L6YSoZirS2o3ulOxv974lpns5VDbNmS4lxaeWobrDrLQtYlOnT98IBrRl0S6px7Sbzq5FQ6lhLl2r9rkn7YiJAMSivF0QaW+1KYUy8W4yk76lEYMntWQtFro5Eqz0d1wuOJ0nvc2H6DDEkFO0jRMquWZRDrutIG99dr4OTEpOI4obFfaeZcYhJbSre9z1PrgA6TlKYmBZG4s1EaEuPU1ofcHQ3sQP9MFIASaJulfmERYxkRorqgsdybn9cAXkqVo5pOHWJbaVqiQeY5oK1WSCQB1JPYDuTtiJ/ZbPBKxcAOK6U/H58azhd4VU1HJPBuLlXjbxmKFtyZJklyi5fcG2l1TZBlvA3/ZIIbFvMsny45Pa28gZ+6wtzxPDy/Neh7ubhmu0V9oS2mdGxdw7+QPKF4/eNHi240eKfiTmDilxnzzV821xxtWtx42Zitg+RiO0kBDDI6BtAA2vvuccaajnOL3mSeJXq+DpU6VIUaDQ1o4D9fNahQZTOY80PVuYykswlKI8xIfXqJTsdhbbYdQnfcnE7nZBHNZtICtXc8mWtsElWqiJVdacdu8IbOnzHq4o3JHvviFruzJ4q1VJNUA/h/XyXFWntE/halhUOKkuzLHZTltSk/qUI/XDspg3/Xknr12wWn4W3d5XjzTPK8ypVaTFjy6gItL53ziG3j+ybkXtdA7LWm4sPzEC+FWGQW1VbBVqlYgu+DUDke5WlVY1Uk2iQadVhEbSOT/ALs4vmIHfZJ3N74rtjiVt164AhT7gXVU0HiHSYFUYciSJDoS028FsrcJI8oCgCb7HbEtWkSFXwVYdZlCtDikrk+I2qh1aCFUxh5jULhxCm7jb66h9cU8M2KRHetHGOnFDwWt3F+qBENhtKUJ1kec+ijv/QYv4c3hYu16oAsVbnBnNtWyplKgRnRMRlaoSXPmXo4spaBcKShR3FumoAEHpscR4qmHa8FdwGLLKYhRHOGZKX+P8X05ekTH6S7lxxj9u4VLcKUJTdR/eUB3PviPDsJYCRBkfNRY2s1vWZbyD8lVPD2nOvtSJ0ZiUWIzV3FNAhTahuLhIvf+vTF97MzhxcTbv8FnYOrDIabAT6L0p/DB+HTnfixO4Q8R+NGX4snLUuRJqsXLtSSopagx3mP9/rMZK23RGkBchEQIVdUhlBWlSLgdhsTYLGVxUqxnDZjXJfj/ADkaDhxBXLbf3tDcO5jCS0mO8nl4Die8L0X+MHwWZZ44UThdmjICWcu8Y8lQJNKo7094hmrwntXMZlupGrnFS3HA/uVlx1K7hy4yt+dzDtMddhnBlcAtkzBB5x+go+jXpN/Yr6mGxgNTDVCHOA1DxYESeIgHwBEXk74N/BPlHw4ZVaTPgU7OPEqcWZU2bIZCmYbySpSUxEKH7JCSo79Sbk9dtHdPcnDbLpNaxodVgS4gG/d3cuPNUN/+lPHbaquaHGnQBMNaSJHNxsXHu0C31mJqLENDMxsKUTuEWG/1tjsCCB2l5fTj8KRVWGqahpCqaXFG25F7ffAmpFgERYJmU7izYM0uJbktsPL/AHT2+mJMw0lNlQ85bkNSDJTNcdUBcpSbAfbphurBuTP65oSeCwkuRH0FpCD80gWvo7+lzgHNbNtQnaOZQRWW4M4rD0iew6okp1JsDb6HDgNdxIPgmcC26w/CalFbUmQlcqOL2OkjEjRCAgFNYM8xpSSmiuKZBAupZJV67WxGHRfKnItBKtFSIcinmRES3FeI/LbpiYEhRZSoYjLMCctS3/8A80DYqFxfCDJ4ohm4I27ToTEL5ZMizaTq842B6bHBVXCNUIaZkKGB1757lobW6knShQT098Rse58zeE3BTaBBZQgmcpbqjuCSTbBtEagqxINwqralOtoU83T2tJF9KTZRPvbbAPcRwQMjgUxqVTj1BltpxDkeSDcWuVCw74F8FSgOCbll+VDYQtpknbfl3v739cE0nioZA5qTRmqqzBu4pDgSLbAXt12thyDrKTQ06ymsWRTKnrRLUpa0m2m3mP64jZWCLJBTNdIpnzSXXmksIRcpJ6qxIY1KZwdCLSmor7TTjILtiEhIsB9cRug3CdgIF05psV11l7nIQDYlN9rfYYkaDEJj8SQRQH3pAfny1cgGwTsQP1wBYZzSnJnshcij0hiWPkpAUtarkawbn3F8OCJQllrpo5HdiVRu6WlNdT1N8DlOaeCdrgBCifFbitw/4P8ADzPfFfiRWVUbIOXKW/WKvIS0pZZjNi50p/eWolKEp2upQGK2MxVKhTNWpcfNaGzsDUxVZtClq4x+vBeM3x4/FP4ieKDPaOHuQJFa4W8CkMOpRQo07S9U3iCpLtRcbtzV6U2DQPLRew1fmx5btDaL8S7MbNHD9awve93t2MPs9oa0B9Q6uPsB3LoZ4h5vNYq8rQ8A0izaEX6JG231xWpsm5V/GYsZ8pKFRZQh5PqcgWDriz0VY6Qm++IiZeG8FM50YUvGqjuVVLZpkaOlIW86Vvq8wBVYXI36m19u+JcS6XkGwCz9ity0GyJmSUHhzEqnGa6Nep5chwX2UEXUB9PKB98HUpiA1V8JXMl2pMn0WzXh18LGbfEw1xComVMz5ei5xo9NdzA/R5qXhJrECOlT01xhSEqTdtIUbH8wbVb8uMnau26WDcHVWmOY0HC6t7P2PWxLDTaRM3nU6Ex8l2K5l+GQjh/4NpHif4t8Y6Zl6sPOwWqLk2jUpUqwkKkrQubM1gIKo0F+QhKUkWLIJ89xmf4oofeWYakwvLok8B2cxjnEjxmFvHZVRuarUimwTAOtiGk+s27lo9TvDHlHPWWKjWuEvFZzOGZmErfFLSlpLzyEi55aBdSjbcev1x0P3oNIBbHjZUn7KzDrG1JB5EX+aa8HnalUVZcynUKo9TUrkTjJiT0pcjzkMlpJuhwLQC2tWrUEJWmxKVCxs9Qc0+Ffnhh9+MfknPFStx6bn+mJkprCM00NmRSZ8CShTshLKtTjZbcurmsnWVIJWohJ/ObBIiosLmSOKPEYkMrAnUWI7jxWu/E5756VAaaKSkpQba9R+6ulvTbF3DsgrF2lNRZ5Vr8ai8L6g69NZYluVD5WElboSTdN1rFz0CQgf+4YDENmoAPNPg8SwYXO6wmAe9GOFGV6pxHqucMtUB+nOVOVSHGg9IlJajQ0rkMIMmS+o6WYzYcK3H12Q22lS1KCUqIv4TAvqvbTFgYknhfU90qtisc2nh6j5kwu6/wAeGXh9wrz3ldjMVOVxn8XeZ6LJZynwxfgEs0HMjT90prMUusSozbAiTg/OUuOYyVMSopfDrLieoweEFMijhb4m13WDB+IkcI74JIiNCucq491Wk51U9XhhckG7hwAPPUQvZh4S/Dex4Z+C1FyVUM0/wC0HiXOcVUs35nXHbaXXKm4ta3C0hCUBEdC3ntCSkKWpx19y70h1SuvFFlKm2lSMtGpOrjxceU6hujRZeXbQ2g/E1OscMoiGt5N5eMannpAstmXWKR80h2UpSVJANiBbEZLc1zdUFhVZzTi21U5iQoDbWgYcuPC6KBCbqn1NTCNcN9JF91KBP6DBNDuKAuC5m1sKjxRMjktDbcdh1wD3CYcnTSDBpstxyVy0sad0lFk3H2wTQIukLGUYrMmmoYjtIm/KOfvEAkqwnR8JKMA6wmLFNQlTUplRWm/YWv74cNAugKIsIqE99wqYQWfytkDf+WHDnaE2TPDQJaLotAiToxUiZyn03I0lH9MKe9NYiITQthuS82+3HZZNyACMGwcHR6oMreaJsZCzfWaZ+N0ij1CoUNsEuOx0hWkfY3GM+vjKTXQ8wFeZg6pFh4KGTcxxaKFB9qQ7by3S2Sb+9sWTiA240KrlpSlPqsarMOFyMsNHolSdziaJEKNz+SepebbIbEXlNEWSrTYjBSQo2wVzEp1bBcWwQpk9NX/AEwzWParDngCCFXrdNditJW04txXXYdvthFoGiiYUPU1JcdLTkRWpPta/vgc0IsqLswAoJdDSrDre4H6YYOB0SLZT+OxOBJKT8sTtbr+mBcSiS86jU9B+cQ2ElX5ikdhhGIlMBCalinyWOU8FoZR+9fqPvhCoCLhOkBSmJEVQphWlxCvKVAb+9sMQCJalCdQ6ZM5aQ+44hwmxUEnf/LDBgNuKYuIPcjiYcuKypNzJ279QPQYLJAhKZTOk0BhStcxlbS1K1J3264TWiJKa8wn8qmOQ5XOCUvo6dPyjBSmc0FecD+0Z+IB7KXBPht4bcsTojM3NzkitZkQ1IHNRT44CYjDqAdSW3XlOuC+yuQOtscHvfjQXtotOlz9F6p0cbLtUxjh/KPHjHfBXjIpObJLfys0rUusQXEB4L35iQPIsn0Unyk+qT645KuMonmvSsFiZA/ib8uBVa5xSx861Voen5J0g3G1rnYn9bH0I98S4Z4cMh1WVtZpZUFT8JRWRMZco7dP20pQpSgOlyn+nTFOSKlxotcszUTTar78Lfg18UPisqQy1wC4L564lz0R5MhD8KnuiHymUKUSqYocloq0lCdShqWnSDfbG7S2FiMVL6LbASToOXGOOoXK0t4sJg2BmKeGzYd4/Mr0P5Y/sqnFF3I1Jn5j8XeSaFxElR4Tj9LaybJfhU0uI1SWHZQlBbrzaihCS2jlqKXPNYoJ6utuphxLRVJI45RFheO0SR3kC3jC4LCb91WmXUREEAZjNyNbASRoAdVW/Dag5Q+HxnWlZNyxWqNxRn5fbbafzZHiKEepSXYz8arQo7i7lcdQl8xKNtAUqws4on5x31/eVH08PUJZfhH6uPNfSW5YDqDX4psVDzuYnX09FspQ+IEzjHwXTwyzYazlDIiq5SsxwE0lDknMlVTApSIqItLp7JDry7agVrKWmkoBOtRCDx2GZFZrqjgXOnsgwSSBxJAaLcTZdRjgGUy+k3KAPiIsBJOkEkngAL8Vq/mins5QhVbMvh44GvZflUinVCbmXg/xIiR0HONLQtiNIq9NqkZhiXGq8aZNjao5WHWSppdlNBWvrtmV6739Vi3ZDYNcxzntaTMNc10i8Eg+65vFMbTAfgctSxJBaGPIsSWngGyAJFzNl1n5zy9RvEHwqi8ceFkBml8c8vKVXJiI4CHq4lCB82l1pNgqUA3zQoJBXocSQSoY9LpPNN3VP008ORJXK4ym2tRGNwvxNMxz5jxWvXG5xfEHK3D3xB5feVHmvxW6HVEIIPLmsoUpu1v3XWQpIv3Z3FyMHSmm803eKp7QJr0m4lnILWLM+YkT6Y0+1EaYdW3y7p2CXFbKsm2wtdW3TUB2xdpMOeCsXHYuaWZupsrG4Y8feKXBjK6KZw1zDTqAxKn/ADc1t6jQJyZpQkJQh8SmHeYyOvJP7MnzFJVvjS2ftfFYdxFB5bPI8fDis3F4CjVY3O0EjuGnnp7Xuuynw0+J7xL8c8tcReC/BbhXQP8AxHVenzJMDNuSqExBqZak1B5+fEdYjx0xItOkNyktKSAyw0Y6V9XXQrRpYjG4xnUUeBlzgYt2jLndx8DyBQnDYLDUzWrFoABga3JECCTcX+a9a/wNOF3gQ8J1NzpP8S2fJnEPxv1uKil5jzVX3pEtqmRAQo0ynSHLuFsKSnmSCdTxQkWS2hCMcvX6QMPhHPwrQ5t+07KSXuGnPsjgPEnufGbt1toUmVAWlg+FpIEd50v46Lu0qz2QJc+Q9lKtodoi1lxhxYKzo7DV3+uPScDtUVKLXutPyXlO0sCaVUs4hIN0/LspLq3anGlptbfoPtjSFcarOLCmba6TGWpDM1BSje6Rv9P8sOasiUshTdNay+HHZD9SS0kbFpVt/fp/nhda3WU+UkRCFzpmXK9IYaivL5IG5S2Ov1wg4OKXVwIRMSMpwizFf1Ld2A2AH9MG6pxQlhTkuZUlMOvFIdSna5tcH7YE14Fgh6vgCgrGYstUhZD8y7KlWS2pzf8ATDCvzRim42CeLzvR6aW1IilQUfKQNsO+sQJhIU7wSkqtneiKBfkRUla9ki9iPsSMRmtF0Ypjmq9zBOblQ5caj6Y02S0Uh9VwGye439MC9peCwdmePLwTNcAQTeFEeBecPFDwrYrlEPE+g5iyvIcWRHlMDU0kk2SlwdgDYY4Fm5WMow5mMnmCJ48+C7Y74YWqzJUwwECJBv8A3U8nZwzD84w1UKPSZAkKOp1tpIBV6k47/CsqsptpmDA11lcTiKlJz3PEieCQkT8yU2S0qn0iGqOrr5Upviw7rh8MKu19L8Up3NzFXEFhbzceHffzKQm/6Yd7qiZrGjS6ziZqnOJLaapylJ66FBQOGidTHurgA4CfNSjOnF/w6Z4cZr/CiUluG4hKnENMqGlZFyFC2x6Y4Hc/e+ltAEskAGDIIv5hdlvRuy/BkBxFxIgjRV4nP+Ulksh0lQ/MdNv+++O9GKZwXE9S5T+nVfKUyIFIfbCUixPv+uAFfNcJ+qcknq1l5KCROSxGSOiU9P54dtYRMpiwpIz6KuJzWpIebtv5RgeuBukaZGqizuasowVLE1ElbAGo+Sw2wxxLW8Em0STqsonELJSm0LiB5tJNkhQtq+1sM3FtOgRuw7piU+kZqoc+QhDjMthCU3CtG6remEat7iybKBoi9NzPShs41IddJukODt72xIHzog43shNd4hMoWhn8P/L0UlPTDGo4GITlo1BTiPnVXy3OXGjci25UenvgZeTITAN/EV+ez8Z/inWOKHxC/EjWXoNRytJhVlFAgxZbhWGkwGExilXYNuhCXgkbDmbXJvjynaDusxL3PEGV9C7DoGjs+iyk7RoPnqV03zJeuV+IMsuMTWgqNMiqG5T1tfub7pPfEZZbK463ChZXId1zBJFnDu/NSvI+SajxMrxy/lt+jQ4y23H5EmsTERIkZlJsVPuq2SokpQAkKUtRSlKSogYOnhXntERF+N/Dmpa9em9ppsOaeFp8/wCGOa79/BF8D/iXxzyBwi475azvHyLw8qfzjc2r5mo8Sos1mAHHWxNo9KdbTISlyyAxIkKRshTqV6Sls9fhd1utptqYmWB14HxkeBADJ7yYHCVwW0d7zhajqWGPWOboCOxyu6TMcY1OhIXs04G8JaJwA4QZS4RcMJz9HynS2dH7dYelVF8kqclzHgEl+S6ola3CLknsAAOqeDAa10NboNQO8SPfVcA+s6pVdVqjM92p09BwA4Bam/EC8TufeBWU6DkvJmbmo2e8wsPSUPKWtlcOEhaWzpdSCW3HFrCEqtfyqsb748p6St4auCoNw1Koc1QSTyH916n0X7s08dXdisQwFlMwBwJ5nw+a83/FDJzs3hPmxnLtIlZnzAmhyqrIeKHHpdIWXW5yHktJVZoNMFaQlQW3IZdkrbcu2ts/PeAxrq2KLTOUwOB87+i+kcbhBTwwqSJE/wDbvWvnBHIHD6pz15tzXLlZ2qc3lodkhPzD8UEfliraCJMIiwKUJVpuCAsjbGptCtSoNdSY32B8yDqq+BGKrODy+PAkR3LsZ8d9Si8C/BT4ZXZ9S4h8So8niMs5fqecaO/+L5XQ3AUX2odULSOfGdYJQqO+rntctsKQpHKdC3ToF+LY+l2Ww7OyLWFoueJnug81Bj8UGuqNdBc2IcCCe0bgwBeBrx8l0x/7Mc7ZF4/ReOHBidGlcK8xVJiZMjtL2gSXlAvNuNDcJLmpxNtgFlOPXaT2vYG1DBFvEcFxbcLUw9Z1WlemTMcidVbPhbyTwKyr4yswcEOM2QaNnnw5yc30moTaJMcfajqpk3kyGwSytKwI6pBULKF0taTcKUDq7FxVMYijVqAEAkEESOV1h7d2fUNDEYSiSCQXNI14OAHnK7suPn9m58Fmcc7zJHDniHx24DU1x/X+EQixXqawseU8hUwJkNgkE2W86BfYgWx6H+xMDnl7C0/yut6EH1leHDenHuYAXBw1uL+sj0hA8jf2XXwuNTotUzt4qePeb6G2QpVOhUWl0lUgA/kMnVIKQeh0ov7jriSlsPZodnDXHxdbzytn0IUlbefaBt2R3xPsSPqu9Dw7eCrw7eFbh29w34AcKKDkOgOlLk99gKenVp0CwcmzXVF+Sr0C1aU/upSNsX62RzRTawBg0AED8yTxJusOtia1V/WVnlz+Z4eHJT6lcIsjLqa5dTyvAafbUS2442lWo/a2F2YjLEdyEF3Fyt2l5cgQ4kl1h+GVgFKGlNiyR6i3Q4QY3WyV/FVvOp6o/MejuyXVC5UkagkH0AviEsGoTzBhHqHV3HYaYiYrkdxQG6myP5nBh5jKNUB1kJ/MpTLqk6khSU7K0EAknsLXxO2EJuZUhy9TYzCuWiOmOFfvEbjBZeMIONyik/LVJjvKM+c6tpQvYDe/oLXxCGgGOCkDCgkZNJhKehQEFxwk6Uar3/lh5A0CRpmJJULrWUvnFfMutr+YKtXlX6e2FkGsXTB/CUvSg668iPVIEiS02bEFINh73wYcT8V02W9kTqlCoj0hElLJbtZV1Af0xGRTJkppcCgMur0GQtcNphCn2zpCz5b+1u/2wJrB1gNE7acXPFOGIVSkttstNxxFJ3W2VAgfS+HNIkRHokao4k+aVTTxCdQ3NkOyooOol1f5fuP88SskaqEwTyT+TWaXNjqYgVNuM+kWSVFVrj7YBlRh0UpY4d6jjk6uoKHKqHKjFT5Uuto2A7bYZlPjUuo5/hUwg/gFQjIejx1KdBIUFJKSB9xidjaX4VaILbFVNDyrl2kxB+HU9qOFHWrQeuwvvb2xXADbwL9wQ9c52pPqUOZyvTZUr5yK2pChsE/xD3Pf9MGMpvCYyFModLYgxFutchckqIAO1sC8iIaEDDftFOGqemWdLciKFK6gqum//frhm6wEUSiqqWzS4S2HFuvOrBtpO32A++JJDbRKUSo+/CoVai/LLckx3wD5bEb4j60aGQUjS8Cg4yDSmUNoaQA+khQWo6jf13wxgi+qQtoj79Sgxn48ZyYxdCQk3FrYXWiYJ9k2Tkiz9TpMUIfZmx3HQm5F9rYIuBu03RMYeKhpmzahUS4w5oQsWKQD09rYhIebyjIGgF0o9FqFND0ufP8Al6JGQZLy0rJUG0eZW59hb6kYgxNVtGm6rVMNAJJU+CwtSvXZh6Ql7iAB3lfntePTw6eIDKfHXirmur0WtcU8r1OvzKomv0xpUrmh15SwqQyLusuaV6VosU3TdJItjwLZW8+DxR7FSHcnQDPyX15tzcnaGDY14pF1IgQWgkAd/FdeUjIWeahLTLZydnepNOLMZmXGo0l1xTqr8tlaOX5lGwABFzvYXBx2eyqNXFk08M3O4XIb2j42ledbXc3CuFXEHI08bjhpBjz5L2pfBP8ABLxs4SUarcauL3D+i8M8rSctx6JknLfIlEy3X1NvVDMDzE9S3o8uQGWWCrQzqbBSltLaU39F2VgK+DYX1uxUdAA0LWi94uCTE8bXXkm8m1sNjCynQOdrSSXcC4iBHMAaHS69DyotbNO+XK0FCgBqC76RYAW27AAW7W9saL3l5lxklc61rRZqRo9Bl0nTKdrPPaN1lslJWj1223wAZkaXBIS52ULoY+IlVn8x8eJoq0sh2kUJVVKEq1hiI0UaWllJsF6kpUU7gFaeu+PlrpGxVSrtKoHEGAB4L6x6MsDTp7JY5s9onz5rTDgl4kKlw84pZY4uQMnxa3S6M7VssVfLrwPNnUSQ6+78kFKFlqZMqUhpXYOuMqBS2gjzem51IsM/qb+39l6jXwbcXQcDb9WVIHO/AnIHFPNXEmPJ4gTOBL4+Ynv5dkKadpMcSEft0xCErb/ZvpLzbakoK0agEKbGrXpudimGkB+84Hn+u9Z72uw4a+bRcf31WsPxLfEpQ8zNZH8LnDrNnCfiTlCgtqzXPzZRJctbsipLQGEoeadCeSsNqBKVBa0lTjZVZAJ7XdLZhk4l3DsiG5ZB4yde7+64jbm0XCqKMHMRMFwOXyERP0VG+GTO8+pUSHTnnKmJKX/lZCmHkpC0KR5UlJ/MTYdLWFj3x29WjJkhVcHibRJCtbiFlWZSvE23mRpYXFnUOl013SogqU1HDZ1A7dEp9CCMQ4WtFMidCSpMdRjFNeTwEr3TcBs3VfiRwS4OZ4qLiJc+o5apkqUVLvzHflkJcUTbclaVH6nHt+He6pTa6eA+S+W9sYRtHF1aMfC5w175C2BaZhrQY7UBiM+4kXWkCw/0xK4His4oZVZ0eM0aW44USU9C2bA4YiE0CZCjbaG0JDFRTIWyk3C0rB0+5w8HjfzQvN1NKdCy+WAqWFLdI2KTaw+vrgnABITwUFmtVD5516E2w5FSs21k2tfAQ7VqFzualsqqUhEJl75OEJWmy7H8v0wbnGZUjQIkoKzNjN2kqbS00CSEAJJUfvhi4tE8EQYDojbDM6VDTPo4+SeKrqLpHTtt0wjJEtsUBsYKB5hh192Opc6oNqJG/LKQftbviODHad7Jut4AIBSaVIZtPiNzHnRspZXf9fTEg0ECUxfzKdzp9SiSY6vwipSiojUR0QMRgODpDSiaAdSpM2FoUmfHgS3SsXWhQFyr3xMZFwEBHes41NrMiQuQ9SWo0Vew5gT5vpc4TWHWPVDnCjVTo3ydSKk0Zhl2xJUlQB+wwIkGzUIiJlMpGaGIqRakT3XEbLLab2+pvt+mAdV7ijawTZKym112CHZsdxuOvfQSR+pviXJPxIC4D4VERQsvMKS5NZsoLCW9AJ+/XriHsj4wPdEJ/CrKXMp8CGxDLOpRSLAbkj398WS8iyBgBQhUuLEkOuO02U2HACOWEm+Aa8j4gpwybyqjYpWYWGXXY0qRJbudKVaiQPe3fAuoAaFM14OqexRXIzbDibR3wqym3Li/64aCGgTClsVLFUollqTIOh8/mssgH7dMO2IuLqFrrWQ5qmKYkF1IWhtR2IUbX974F5AuAlEcZTupSlMJZS88p5wbJRfb+WFqknNKrMGPKAmsRi8voVXFtsA6QdEzWAXT96twTPVGIjBfayvzYRfDoA1UtiJCYv0WLJnx35DLQSSCAbi/6YM63UfCEbr7cKLHcbjR0hQF9SOv/TtgXgagKRptCBUaoxosf5nkPukDQrqbYYOtKTAS6FRXin4lRMu8IpEanoej1OpSeQQ5/wDRQNayB6E6B+uPJumDbv3bZraDB2qp/wCka+8L3boB3X++7cOIqXbRbI/qdYe0/qF5jOM+dFy6pL/blKytalE7EDfvj5RY1sFztRxX3jisSKLcrde5d/Pw1/DPXeCXAEZ8rAlUPOmdUsVqY2l1TTsenpCjDZc6G5S4p8jsXh3GPsno23cds/ZwNS1SrDncIES0W5anxX529MW9rdq7WNOlelQloOsumXOv32HhyXYtGeMttlt535lKr3UDrWs26k7k476xAXlAmVC6tLn011TbDyWmydQCj/K174AtDbhSB50Kc0LMbzckqrUVtTSgNOherVfuMIGLninETM3XWT40OBEGpVOvZ5YEOFDqoltT4r1imRBKFKeRrsLFSENjT38xvtt869ImxuqqPxQEZpJ8v1K+mOi3eIOptwRuGge+v5LoRrzLWXJ3EQvvpeYYUhlXN1NqebKGmm3VdSFc1+O5zEnUFIcUCCrfy4UDXZlOoJH1HtK9wY00nZxxj14rQjirneoU2m8QqjQp0Ot0yeBFfdjkt89D7agpLuglIeKxpJFgVBXlBNhpbMwZ61op2Nv1dZWNqAsJqaAH9WWjOQMo0WLW+JcTNFTVT3VxWPlniCNTpcWeXf0sLk9gOnbHtJq/uGtGg+S8fo4P/wARWcTJK2o8IKGKZnmv0uXMflmLJQtxTpGiQvqhbYBIsNNri3ltcXw9d3Zluq0cGQKmUnxXZlxDyu6uqZSzE23zWnkouuwul1N/KTboU2xlUIktXQY2lmIcvWH4G2Hal4R/D8Ijyo8hNCUy4lew8syQna3sBj2jZTQcLSPNoXy/vq3LtbEBv8R+QlbiO0motBvkOxAlI8xX0vbGnEaR7rmm3F0AlpRVS6mpOsNu9EuJ6J9sC8zqiDbJCJEfjpVeo/Mx076Up/l0w4BaLGyCwtCdGrwJTpgqjrYBQQlRTvgc2ayc2CbxcpoYUGl1B93mG+kqJI/TC6oAIASdFKJeXKLSI6HNcZ2Zb8q7qVf74WdoEcU4B0QVrLkN8oqE0JQ5f9ndekAfTvhwWgZj/b3ScDMKRyWYwZaYSQ6lKL2bWSB7dMKQ8yAk0FpmVxFi0ySwW0MpVLtuCsEjDED4YTOJN5UeVDjMPOxnJbkBCVGyxby/9+uAhuiKTFkAlTpMEPIiS1S2b3JWLk/fB5nAQ0prcVl/e6TH5JiQZjqtgbI8o++DD3aG6EwLnRTBp9ytww88JEd4AEgWt9cE9g/EmB4hQyu0WW7LYfh856w8ykr7fQA3xG6lBsPdIVDonMAXDkMRVvX7m17/AHGCbmIt80DwDqhr4XEeW1dyUpRslChcJwbHEGNULm8gm86JWWlIdFOaeFrhIRa3v0wnGpxgoXR+FHWEIlUbmSI7keoINypXROGqfDJ1RGzraFRUOTXXnEJq8GVa9gdyke/mGHAJ1Mqw8kfhhBUTpEBtCW5DL51AqN7XB9BhnOkWUYyjVOH4TU50v1Box7/kWhV/uMASTqk0wgT7LbKm211OUY2ohN13N74HK0c/ZOah5IsTO5LTDKnltE7LUOnv0w57zKae5GFMMMfLR5LiU3FypVtzh3OEiE9ymuYKAzEbTNjJaqC1W0oC9/5YNwOoEp4MawgNLoL0V1NRqjTyHLgBpsklG/fDFoAki6jzGdbItUJsiDLakuLLkXolLn5h/wDbEevalEi7K26igPyZiUskiyEKF1d98OP4kx5FMZU2JHLbkVAaQD5k6L6h67nDF/FE1smF1pePXPTBlRqU2+wGabAUhYSoEJfWSpaSB0UBpBB3B2x8t9NW1uu2i2hTMhjRpzJk/T0X3J9mrYDsPsp2LqgtNZ2a4jsgdny19fBdT3hD4GJ8SfiiyXQK3Cdm5DgSHK7mEW1JVT49lFpR7B1xTLP0cV6Ywejbd0Y7alNj2/u2dt1psNAfF0BbvTJvc7Z2yqtWk6Kr+wy/4nTcc4aCTyXq/VNMiFIbka2Y+9yGwm49gOgtawHQbY+wSZEuXwI1uWwQakNMIEh2mMuTY4uQo28p/XD0gCOyo3uOZMnYqA5IlTIzC9wQCkAD74QBiCJThp1CNQIYkp/3ZyCgKOw2J+x9MOJ4WUZbNlXfGbhm3xAyJmDK78mCzV3YMlqC6XDoZfWytCeZsf2ZKrKt2OOZ3r3cG0cK6m49qDB08j4rq9094jszFtrfhJEgCbd1wvKx4xfDpxG4eZRzBTc1xZFMTV5UBFSdaHMNOLSlamEKT5VlLimVak+UpSlYJBIT8tbQ2Vidm1/3t7g25xBHqvsPZG8WH2hhy6geeusDQxzI4cF1BZmyhmGZlrOUrLqkPsS6bOnSojxCebJ+aUoNLQLqABDhSvcEqvtbGpQxdNmV1SxBbfWBF1XqMqVS+nTv2XADviy004hVfNWX685GrVMapipTCFoPKA5rShcC46lJugk73T0Gwx6dsysyo2WmSF55tXOx85YJCnXAzPTGWq67MMF4vPIRZxG91Akb/Yi2LOIbLfBVcDWDXQu6DhrxOpuc8qqplXSOY0Oe0drpUBceXrc2tjBr0i14I4ruMBiW1uy7uXr68NuW0ZJ4FcFMnzJaA3Ey1T+Ypg6g4440Hl2UNiNTqtxtj3fDNFOjTp8mhfJG3cYcRjq1cWzPd7GPkFs1+DxpDIWxNS6nTqKVj8o/7ti0HNWQ57uKQgU6KWXIusEHvo6YA1AbDRKCuKjSHKelbLLa1qWAQSSP5Xw+tkccSoyxQq6zLYqbshtuKCAUlJ1f1whTi8ps4NlL/wASWl9LzEFsaPKSu4v7jfAuzG4RAL6RUKfMWqQ5DfcmgWJG6bf64QkG4uk5h1myXaqLb8IolxQkDZIH+eHdrcIGgTAQZER5lL8iM+iMoAnS70A9hbfDCRcWlOQeKFwJkDmvOAuGaL3cabBH6dMJxbqdeaJs6cEBqc75llbjlMeluJUbuLWEg/W39MDIPay2UbrGJT2nUyVVoaHedSaewk7pJKv+mCy2mQEJPn5KQy63FomXpLMtdMkOpuEoBCSR0298O6qQ2BdIMBN1F8tVFyTEkOfJrjsOk6XCq4B9t+m+Ha05IIhDaYBTmCiuRnXmUqaksfmK9YASP1w9OmRojzgar5daiwnC4flktXIWpKgT7/TANqDiLIS0Ie+RVpCHaZUXI6if4bYQEmzo8knuy8E5qLNciQkoiLll9NiXFNjzfT0wbw8XZ8igMcRCG0WJmepvPRpqGm4KhpKiblX0uOuHbQebP0SLgYCC1HhbToTipVLRUkvurPN0P7E9bi6cM3DMHwtPzVg1KnMLOHRcv1WjmTDXJYum+pSt7/phm5SBKWQiwUBSK5BnSYqqwiVFFwNavyAeht0xG2iQ6Q63IoiJUho1QprcZSp7aSu5CFXuAcOKgiCFFkOqPPSZRhGRTB842rokmyeuE2OBQp/GhfOsIlVWDGd2sAlXQ/X1weXmAnD40JS71FUt5qW0VMItZLerYH19ziRrGzMJ3ZiDeUq/+KwApXzcBSFG5SR0NvXpiMioOITAtHBBH2G66wszGmpjybkJTa1x22wxYTrcp815CD0ukVOVIQ3EYFOKVWKNrG3Y4cUeMQhdU4EqTy6DUI70dw1GEykrSpxJFgE333I2297DENd5p/vCfhufAXJ8hdSU6fWfuokusNeNuF5k2HHReZ7jnxPlcRZlYplMplaSKjVJ8h+o09tl38JlfMKDzUqK+tBQ0tepaUJUFIUXUJcXZLLdXbvQtu+7FVKu2a9OmKcOLTiadCs6nUGenWol7KtLEUqrTLYYHseHNJu0L7Q2X0m7VxezsG3Y2FrPqVaTaYczC1MVSFSiBTq0MQ2k+lUwuIoOEPLyaNakadUNBzOXYV8MbhJF4e0ziRxfj1KdMXPaaoMJfPfH7RCiqa2tBZYSQlxtlICkqUggXstCnHKmyt0cFsgObhMOWZyHMe8u611Jws1wltOJGYFtNpJ5gyPI+lne12LoUMKazXVYy16bW0nU2VaZs+nUGaq0uDy17C8tEEAm8dslBqdQrSZHzi+Wl0FO9tsa7STcrwnKJsm0AM5XnuxKfUEzFOHUtDirJbF+18OwNB7JunAjVEKhJgOuvMPFuStVr6SSAcI1ATAN0TjAsnseTHgNoQIzDibeUC+HDzyTwBdNp9OkuMO1JlxltYGtLV7FO/1w1SkCEQMXC194rcOKbxVyw1litZci1AqkIcAaNlpSLkhKibg3IHte+OH3q3YZi8N1bWSZ4a8V2+6G9dTB4nPngRAnnI/uusFz4TlKmzq5U26OwpsJitw/mCGDBKFMLeW2orSOYVc6yD5XEqeSSk6Djgdk7g1jQdRqcSIJsRC9L2n0l0WVWVWGIzEgGZmY9LKY8T/gyeHLjjwxqGTs5ibQ6yWyuk5jpwbcqWXZISEpdR5giQybJDkZ0kOJ2CkLCVp7nZu5zqQJLhJ1XD4zpBe7stbb299F5dPEN8NrxLeBzMla/wBquRalmXhQy6PlOIuVozs7LktjVYKlOaddNd/iZlJbKVXspabKLbQ3exLGOfRHWMHEXPm3X2K6Hd/eTC4kgE5XngfodP1xU98M8aiSM25Q5dRcehKlNrUtCkrS4gWVe4uCDp2OOQqkH3XoeFpkOg2K9u3hLmpc8LnAlNQjqTLboCAHFEkrZD73IP8A/wAg0R7Wx7DskuGEpE6ljfkvnTfAMG1cSGaZz9Fs7TZMd2O4pyO467Y2KTa464vOJK5mCo/Ua3MpLzDpgPtRAokEb2v3O1ziMBw0sPFEUSdrsiqBp2HJDSAAS453/wA8Ec02S1Tuo1qFHpiZk5MhzQNuUbXt6nCquA7RTBpmAmLNRoDsEz24tRlIdAI1HT39+2AJae1CJwIMFLpqTOhESPCKY7m/mt/liZptAFkJA1Ufq7ioDoS7IMFgkFNzpJwLiGmCmEapR+S2+0tiQ7FdjlNgsrBN/wBcA88DoiLuSjeW34vzy4MZlTN1brsAhYPv/rgmGeyEgDqbp/melPRmpCglRjrvulIUB9MM5gAhA8AnvX2XaJHYglyY8l+GdyVWAQPpggxouQgJKVmx6C/HRAjR6a8vUAFrAOBNMHgP15pw8jUlZSaFWGVMMMzqYiEUlJS2i+kfa2H6pxNyIQCJkAp1Go1bQ2siYxMigEKS1YKI9OuDJOWZBCdruUqv3YKHKwqO65IYhg+ZopB697g3/liJgZNhZG8ui5UucFOiSo8FM4IbUn9mUp3v74nztcYlQubyCPyozyqahEqoyjHv1Kk3A9gRhq0cSnDRyUShuR4K5L0STPlBAuO9/wBAMMS0CRJSAI1T2Jmdh1opa/3iyjqVpJIPoRgGVZEtU5b/AB2UOQxHpUFCZc15DC9gUKIP3wYFrkpM1lDHVQ6i0WYTDC2xbWouK1WPf3wDgSnJHFImjU529NYRI5ih5lKJISfa+GLAgdIuVLmKBCZgR6bIqxS3e6gDZQwi1oMElMJ1hGalTzFgx40Zz5ho23tsB7++CcxvBNKYRnHHJLcZx0pIHl9BhsgSlEpkWNLbLNQQErT0IJH62wRAIghLMVG22X1OLYhNstICtIULpt9cOKYPBMXxcrX2oeLngZw7zDmHKmZs4GPWYct6FLDrfLLLyCoKQC4QeqTY99uoOPJ9s9MGzMBXfhKgdnbMyQB5cY5Hivo3dn7L+8m1MHSx9IMbTqgFvxvJDtJDRAPdNuPFUPxd8S8DMmQV17KclxFGqLTiYbxd1KkspUQty/TRdOkepCu1seab4dJNfHYUNojq6buHEjhJMQO4C69j3H6DsPsXG58aetxDD4NaYiwE9oTBJNvFdLeUuDVa8XXiBVQ4NJpkKVISp2q1yGt1t5mE3pDzryW1IDxA0hKVX1LLaSd9rnRD0g73U6tLZOysdUp0WSQ2GuFNk3yZ2u6sOMwGQC7hxT9M+7G6lPB1tqbTwbXvcQHQ99M1XQQwPyOaHxBlz5IYCJ0C9QvDfhXknIWQco5C4f5Qi5UynSYLVPhQm1WDLSRupVh5nFq1OLV+8tald8fUGNx+IxVV1fFuL6rvic4yTAiTYXjuEL4Lw9KlSp9XQaGskkBshokkmASSBJNpKsJygyMvsl6IX5KR5gOoxRc0NFipmG6q6ZmZ+ZVvw27UGT1UpYIF/c2xGXFSFXZl6FDYpzLMyTEekPdFg/mP+m2LEwJQAc05qUNltp1IZDnLNwsW/UYQNki0k9yYNRGHIqZjpcSogqKAo3B979cN1Yi6kQGkz5778h2RDEGEys2Ub6lD16YjBIHaCYNGnNSEz6XXIriWJJUyEFK1LBv9LnBWcEzzlPeEDZy/KWpsxHorrFwOWFb29MGykB8KizmUsmPLZmvMRITMdlaC0/pHldQRYoWOi0EbFJuCOowLS8ODhYjyPspSwBddvF/4VfgvznnzLXFSkcNXeEmbWJ6ZdUZyJIRR4WZ0XKlszYKUKYSVXN3oyWXSLgqN74r4rZ2GrVRUr0w8jxB/zR8Q7l0uzt7MfhaRpUqlu8Ax3gnRdgTXyD0enUcUmm5ZpjCG48RiMlKWmm0ICUNoT0SlKUhIHYAYu1C5zs7zc8tFzJcOalCKR8mzoenPKULKSlKeoxG6xglO0yigMSfA/aLfWbgFtxNth6Drh9QiNjCcvfgVObp7caPrKleZKUHSfY7YYOvCYi1lGsyQZaVKRELLcZzqlJuEj9cI0yTBNkRhRWXXWaGx8hGjTKpItu02On3tbEb6sjK0SmKIUyq1J6Kl9hDzEgj/AAlt+ZJ9LW/zw4z+CY3WUpyo5hTGbr0OKy02Smy2wFEetzhETd9/JNFrKSJyvR5fJcpLLa1pTZepzyg+uDDGkyAmaSAZNkSZpchSuS0KYtbYICUFII/79cEASLxCDO0XKQ/GJVJCo78NBaSNSgoJV+m2I3Oc3RSZWuuj0Su0xVPS6pqNEir/ADqdtpH1OCcTGZ2ijLRMKEvN0afVm10yewlV72ZR5Sr7dRvhmZXGAfZPkc0TC5qtFmR5ceVOqLnyXWyRsf5XwBpwbm3gnLjwWCK1CpryTTlnl33KiBthw5ouEmmdUWKqOVGa9SxNWsX1psTb2AGJzDb5dUBE6qILepC5ypTtOcZZSSE3CTpOImFusJ8scUdcpMepMO1D8QeYp6Eagkr8qvoSOuDIaBLimkhRWGp5ynzG6I9FaFyCTa5wLSS0ltkhGaHXUrpNLhQ6e24+I7khR86hvc4npuIbBSylU/mJPIcRzEFSXE35diQPcb4hcI4fVGxC4FErkN4zaTBkTWlgENrBH3whSc67fdIEcSpnDnT3Zi4qqMmNOLY1KF9j6XJwmueDlQZRxJUfaq5TU3GaixIbsopSsg+Y4hZrcKSJ0KPQqg++6pLyp4jDoCgi47WxKDe6jIhE15caeQuTFcm84m4Vqvb6DCDRzKQKFRaFXVylBcyQlhP8Y64cNAN5RmpawRJ+ivtBKjUXALlStvzHCeBqEmmRChGbYWSpjM7NmasnZPnTKez5ahPpcZ6QCkWQEurQV7nSAL3/AExl7Yx1HDUH4uqB2RqQJnhr3rqd2ae1cZiKex8DWqAVDGVr3hscTAMC08l0D+IHibmHiDVanSaboqr4kpjqMFBsorVZDaBsFqJIAbG4JT/EL/Eu1sVXx+KzvGZz3aaySbAecL9LaeDw2y8P1GG7DKbeP4Q0SSde8rt18LHg7meG7hvEhyoiFcTKuludmecPMoPHdMFlXZiPfTsbLc1rN7pt9fbj7m0tj4NuHbeqQC938Thw/pboBzEr87ukvpBq7fx7qoP/AIdhIpt7v4jP4nXnkDAMLeCj8pmI2iQ5IQ+CfXc46+F54JJkpxVK+8aUtvkvSkhRAsbKvhnMJHZCewUWipopeEyqUxXMWLKuP+vXBNkCCEN9QsTA8jwp8CeIiVXQorJLZvsAMD1R4M/XgnN/FSuliqMlpVR+YcaKbWsBt74ZrSDdJp4J69UqTElxyxDlvLt5lX1JSfp2GEHidFJA5pnVlSK4XTCqMWE2hPmNiSR6YT3Bw7RhCmNNpTLMR2NHkuLIurZJspX3wmhsWJUeU6qRQqZDiU9cqRIUghW+hBO57bdMM4hqfITqU9m6hA+egSYLkRLdyFJSlZPr/wBcIlzriPRSU7aoFAqSnmUxXKJ82AdXNHcegN8GxzuIQl3BLNwqc9NMh6nO/LE2SAd0n6nBsIm6YtRKr1NtbkanxG3kvflQvSRb6nERBLk5gBDZUWWl5ATUmyj94AAaT/U4JwvYymbETCdKhyBCacktqtvoWB/nhnRqU4MqJxFyVVDQtCnGQb+bVe2IqbTM8kiizkehKkvSFlCXtNkgIN/6YkDmz3pBhIuFm/Ip9LYDhakNukXSsiwKsI1YN02URCIUNhVSSH6olAW4qyHNNzb7YPKYGYykCBYJzPhz6ep1yHGXNaSD5WnNJ/TbCdIExZEEwjNiqQnn4IAki+sOL3SfT3xFDTohNisIE8yUKjz47VkGy3Qr+WHAPHRPNktOy7SJkdSKdUHBqtpQLFu/+uGdSa4W/smbMyhLVBqmXI+pmK286fMkJQCb/fDuc6ANPBCSJuj0CprfjpYqKUrcIIWlVtvpbDjKeMoJKaqpNMC1OIbbngi5TqKSnEjG3s2URZzTGk5envS5E2PMlQGEkhtgqvq+g64jYwNkzHzUeY8kUUmdTi8mQ3HlJIPlUjr97XxKyo4Wn2SyApSa1VHqfHZaZi09h3azYuT9cR1abjDbfNPEGEMj0yTRtCqpMjP09Rtywz5h7XttgwA09oiPBJl7tafVZuTabJkuoiwiy2N/NqF8CYP4forGUwJMqsXUy51SQiO04qOnTutBAPsMGJKhBAbB1U3hVA09SoypqWF6fIv936DC6yDEowwDgotMbqCqmy9DrkVKtZKySLEfXEb4kHMjaRGikTDKHmnkv/Lup03Lg7nD9cZsoGNlR5yorgvx4k9xtMcklKk2uR22wxqo3MHBP4tSImRwz86pAF9RACR7HCa46whBA4o5VU1FcRxSpUZBd/JpUNvtg3XGqktEqNyIVUFMbely0Si115Z0KPvYdcCwHxUTncQF1h+LjP2dqhUMx0riLJrPDvhnFiqGWosF1jXXXQSDKkyFElLaNKSWkoClatOtABv83dJmMxX3hzdqAimP+W0OEd7nRLnHut3Er7p6C9lbLpbOZW2FUa/FOjr3ua4ubaeqYIDALiXS4k/hB0MeCXgrkqXSsreIrMFGjvPpZLmUWX2iAylRuuphBulTy1XS0sg6UpK02KkkdH0T7pCi39rYlvbNqYIgsb/EARZztJ1A8SF550/dIVR9V2wsE89WINUiO0TpT5w2Jde7jBFl2Yw8wyqtFediPvIltps0F30/cY9obPA3Xy+IFylGl1R6MuUttTspCCClF/Me+18Gxrhqhc4cFhTV1qQ80w/TExGP3lOLAKSfY4IAzdMW5hzR92JKiuL5k2n2WPKCoah+uGnLeU+UgRCWjQFGO4TNWle5uj/In/LBZWnima08VFZj7MFL6JU6Zy13F1E2R62298BEG8widMWRuj1GiigrMF96ZKBKUrWCoEf5nBtdySDeaG09iW0Ff7u85zjdStOw+mBIPBM3VEFTaVTU/h8Z2c3UFfmPLOkf+7piPM2crZlSFpCYSaiuI0waiupIj6/I2hV0uHsT7YkqNggmUynNJqTU1phiRT3GYxTeykbWPfpiRskaRCDOElW6glh1tqkTG40awSpIZ3Hvc4i+8jg72SA5pnEqFeXKYZZjoEYq8zrrfb2viQtcdEg4Jeps1lUstlBWz1DraQLffDQ7miQ96KUr5DCw06qxLqx3+uEGgaJNmLpWtP5piGOw3NTKp6U+d1u92z/TEdRpnWyQteEyy0xOkznGvnhOQvdLimgD+uDpWFks3dCk9TpUmlhC6hKaeUVWQAj8o+uCNWLEpZRqo9Jl0ZTUr5+RHkwyCAoggpViEVWzLvhRATogsXnRkJXSq/GqUci4aSq2g+l++2Ba7MIaUMXuEagz5UAtKqgfjtO31OIJ2HobnEmUACRfnKGbpzHXS23zNp45qgq2rsfqOmGJabAX5oo5pSVT8xVKqFuMxT0UlaPOQPze43AOHFN0wdEJdGmq+ZpD9ESERKow67YlLOiwCvck9MI1ABDT5QiFxdB4ic+ynHnK3DjiIlRsph3UQn6YdlJ8TU0KFz6cgNTNUeYRIlMNTUyU7AurFlDAtounspERrCyizHJbDqVMSo8oWOtSwE3HcWwom0ICpFFluOOx5aUF1bY0qI23+pODDgXSNUwMKQqebdZXLlcokbBKlAEn9cFnDdU4EqOGRRnKg3oYqDiwb2QoW1e22BDm/wAJPmk4HiilUrcVLC2/nlxEaQOUtGpROGfUIvmI7kDKBPCfOECZrgeUW36c1IQkeVxWylfbBse9w00VjsDUwh8R/nOJcchgaUWJSbWPpgmgnRMCCmM6kwHYkkzGA60rcWPmT9sAWtOolIg8DChsPLPNStAHNZ6pAJFvrgAGngnLoU0hR4tCY+UlDnQ3RpSNV1JP19MOSBwsgZKAro+XX5aWVQ5Da0q1IcWbpSSexOCDWjQe5TuBOql86sU2lRY8REdua0RpWr0wUmITMY2JQCbWIClMtsw5So5QTzSdk/ywB5lvmjIGiDioR6ihbcKc4EJvZfLIv98NmHmmbLbkT5/r5LWb/wAGeVc/cY6hxp401BXE6QiQtVHoUlgt0iBHBBZS/GJV8ytFuiiGbkqLaybjjcLuHgxjn7UxX76sT2S74WDkGixPInTgJgr1vHdMeNZsOhu9sln3egxsPIMve78TswiA7jFzpMWW6PyMiqyG3nqc3LjtAJvaw2sBYDYDYbCwFgBjuHPc52Z9z33XjzGNENaIj9e+p71DJEOuR8wn5SPakkD9kO6u98QlpzZkZNoKNRIUjnnXz2XhYkarfywpExeUwZKPVWdEeZZizm5CQTZbgITt/TbDOcJgyjAIEBNKHS6W86645UmiybLZ1Am2572thi6nwUknijdW+ViNpW24pa0gnmg7J99tjhieQhNJKYRKnSKrAkMvcqQ0g+ZWnv8AU9cG2vaChc3kmSahSWiinUctApBOoJGlPsfTAPqck/VxcovAzW60lMQpirWkmzZuTf13GBFRxtKWVvejsWTArTq0yzEU6Nykotv6YsCoXamU8qLVORTJM9yLFWttTZ/Jtb+QwDHg6InMhJRqtP8AnmoQaCrbI1X7d7YZuZxiVHlCJPTnxNRT5hDbjn5QU6Sr6HDvLiYn6J0TYqeY0R5VOl02OmI3ZSXUq1EpvhFrx8SYBR6TMYmy20NT6nASRZWlO327YHszIlFJ4KXsZdQ7EIM8yWijyqc/Me+18EXNAsUs3FB4UeFCjyIU6alslQ0+cHb3GGDgBBQmSU7YpVMDrf4bOntSEqunljykfXDSDzR5iNEelutQwlurAylE7rdWD/U4LMG6pp5pitzK02DKjuSIkt5R1NpQixAt09TgTWkwUYbAzLijU6kCmyVRobCHGxZSgLKT9e+C6wREKM6zKH/hUOS4w8066+8nzcs9/wBR0wpafFOO/ROnnIjjiYyaYyiWdwSrr9dtsIPM6CUOW6CrmyJshunCkSWZKRYOoXZH/fthnNLnae/6CcgcFy/Tao3dmoc6O41YoWoCyvvbAG1iU2YTCkEKTLZYW4hzzlNikWP3wZMNtqiN0AcpSXVImTZUsOJOySrYj3Aw2QZe1JQmdBCZ1eA7KjoDTqkI6DSkpA+pFjgntLhdAxoScOHVokTlc8Sm7/8AlghSB7b4Tsx4ymce5OEiOg8yUkqUNgFXBJ979cFLW3IkotdEUZTSWofzUZt56UVXIQPyn17YLNA7IUdpkrBuTTJEtCHXEpmqF0oc/e+/bCpVJdA1/XFSGmOBQ2fSaXU5SlLjFpSE6TpJGr+eG6oO1U2cjRRSsQJcmDFn0pqVI/KVqC+n+oxG+kCIifNRsEalIpZdYjCRUqlJaJFyyhOq32GCc4BOHSs1ToymAmjPyDIWBfUnTgQ9ugTAIhRmOfJbFRnR5KknsSLfrhSBqUV+KOTarQoZXGnqiw4/Z29/0wLsSG2KIMJFlF5kahqabkwWn6qlSr+Q/lHrb0wQqg3ZdB1WU3KzhOVIx5sePSVNslJUlTp1G3pgs7jMBC4CYBStGkTno/JTQUMrHQk3N/0wm1KmgFvL5IerbMu1SPLzDEcdm1F9ceOQW9AIAA9x/LAw9olxUgiLBPYdWrET/wDKOPvRzuEIAsfrhQTcJ4Rh+LV6iEPxkCK6RckrF7+2EaZsmKBRMuViZMeflTm2XANlIUkbe+GbSg9op0arsKOqlNQJLT01RO7jarq+36Ye2mqG4MhV4xTqlInGAhyo0+P2Uu1wPe+98KAbXCTnEXiVZUWKuCwDKq8eWEWAbWRdWCLoFjPonEnUIur8Jcjl001s6vzjVf8AQYHOfxC3kjLIEoVS6YymoplRGmmYm/5iNvr74ZkTdCjUyfQm3kR1/Ll9O/7MBSln164kFcAxqkmkifS3i47EhKcnAaVJFhqH64DrOQTiOKjKkxm1MSZtMlRnVK1JKUElB98A5pbqnDSVMlUWVN+TfimJy9ipaUBKrYlIJ4wgScymtKn6NT8mWLJC1bhI9cMwAp5TyKqqaXKe2j5p7fUTYFIwwYRokhBpkttxp5Dz0YtqJWle4scSFpmQYSRKuTqxHQyIDjTkMgJJtum/piOo1xMyibl4hRONl+LGrKJsmlyK2pQ1FxKiQg+4OI202sdLRKTnTaYU0L1PcnJZDEqn2T0Ra6ftg5JNwgFu9cKp1EnOvKQ/JklO91m5wOZsykS4opGhUGGoJajc5/TutKNRSf8AXBF/l5XSExCHo+V/3plyQ+nSQpR0FBUD2wLniOaSfO/KQWUSICxMKhcpT+ZA/wA8IOt2dU5ChEitk1Tz0qWoFIGpA6D3wgTMkJxHNSpiTSEQ3PlmH2ZFr6nlWKT6jC1smJ4JjWfx+p0smNKYmJQkElDgNx9cOadrXKaBqgMN1cxPytRVJpRAshYN74T29ntBET/Dcop/c5h+OlyZVZjbCTqQoKNyfS+FkaNZQCoTZNVMvMyGkwHluXBslW4JwYImW+6eQBdF40fODpKH4DUNtJIBQrcp9cGGv4geoUMt4H5oRIpMFqauXLlz1Ok2LATqTf1wDcrDJBPuicXOED8kpFXQI7cpJrr8TUkkeWw/6HAuqsAiSma1x/DPigLLNBirMpKplVUskhe6j9R2AwmPY0ERPqpCCeMeSIohP6/m3Z8inxnU3baDQNsGAW/E4tnhEwjpvkWE+aB1OJGhtLWy87HWobBJ2J+mBqDmmk8E0y7ClCaHJEgSXFDZLiQNvcYJrYQtMp5VKY5HmOIgtOLU4bOqQkEtj2wbi7Uef9k5Q6m0Rk6kSHJSnyr8q9rm/XEYg8/NJzDN1MajAhOU9KHKU1Klt/lBANz9vtiQgxYaJ5ERKZQKfUFhmQikpZbtZYQm1vY4QDiboQ0BOXJMOR81T4sl2DNRuVJRexxGSDImDzTkDUhBDMqtJcbluTVzYxBH7MW//aMAWH+KUpA7ITdEuoZlk8gKmoSq51LaNgPuOuHDHHXROBwCkgptVpsFLXNckJF0gIRYkHbBmQIFwl4om3lZ40pLt1NLUdR5qz64jAvySk6IU23MjvOspCH0jyuFs2uMFEX1TJaFR1vVAvCS4B+6FHyjAgtBlOncyk1dtTrbrtPbOxSoWKlYO/OyUBZMQ5cJxSkUXnC2oC10n3J363wcGLJ9dVJoMR2WG236fBirV0RpxHLhdMQOCIOUhxLrofZYRHtezKAP/lbAh54pQE3eocF9CDHjkLUPzFG59sOKg4BJCEwfwx9TjMVDzCQSVgeZJwbmylCyjOqfUZMrmttFVkBTe30GAY8hIFSUUx0NqllttqNouleqxP2wEpKHVMMxXkvNypC31kBWlJsg+uCcSdAknsJkxbOvyQ5q3VY2Vb1wRp98pKLy4UmpVJyK3NlriqP5h0H0wIaIlJFGaK7FZchO1FVt0trKgdVvU4UtASTSC3KprDi4z8dyUpXmJXb7kHDATe3qmRhENx1bQYrSYU/8yktDXq973wqg/CDHgjm0Qir9DlKdaQ5Um1yFi5Ro/McIuB4/JCga8uVtNUaixatLo5WdZsgKCrdr22wBZJ+KEYdAiEWVT6q2t8zKiwIzVgvmJAKvqfW2JC6NTKFoEZQLp/BgNyYzj9OksRUKVo1rFgo4E1ePBIiLFBZ9KmszdFMVGJPlccuDY+2/TCbezUMDiiFZoLimYjc96JNVoF0dNQ97HDvF7iU8cly9Rm6ZDjiBS40cqT+0UXun2w5AjQDzSkpWFT1Ii8plLb6fzanLLAPoMPfQaKJ7OKGyEQ5Lwj16TKRLCdLbLKClKvTt/ngSWTDrn0REOAgWCfWpiBHQinLZ7a1G2/1wYdfRLIYMoVDp9RS5JkorjkKMFj9iog2xGKbR2idUnExpK+lxZbLyz8+h4lJIWALq9sStBElRuynUKLJbcfbW25SkNyyopCii4IwmOcWiRBUhIJIBTlimVV2K6G0iG+kbaUgbfXtgyx5EmyBrmjRM4NErzS3HpdabeChtrIsPphUqeUHM73lWHEFZsQILzTCEvc9TTf5lpuoH3w4ygQ1DB4hLGmxIgclqkoS4obAqsSrvgczeaUrmHykkrRKeLpvug3V98QtIGqYoS7T347rkupvuKST5VaraE+5xMWgCXSU4CTRT6Y5K+dFaqbK1Dy2UdCva18RHKToUr8FYWXo02E0r5ee7Nhq8xUoAW29MJ+uspQeIWc1DMVLktaYaHb9LgKUD7f54dtSLBMgP4pS23WvlIaYzx3UkC9/1ws7idUoTVms1VioluK9GiNX3JRfUPTbDOLtCfyRAI9IMuQtS3Z7xFrnSLADEeVpOqJv8KRW9lGqaWfnKit9uwVcFKb/fqMOyq2ZhE6zYWc00xUd2NTmYrsxsADUopuD9umJc2awUSB02r1SnBxh+m6HVXAURdPp1wuq5pKQMUpuotB2RMTHeABUgHEZASRd16czGEeJLCk2CTpVucO1oNkkViRnG2UqqMp6Ss7J0m1vQdcNCSxkuR4OzqpgauNTiVXQB7nAgyUomw1U24FyOH3EcVGo1qurhKiyXGY7AdCQtCbbqANyd779McjjdvEXa6B3LqsHsaW/vGyVsVWuE3DasUQ1vKNRcLjl0qSHgoX36j1vfFalvGSA4HVWKmwWE5csLUCcxTaXUZ1DS/LefZc0a17pTbqAcdhhcSKrc7QYXMYyiabspS8WIYzKnF1AzYyv/ACyTqT98TlwHNVElNhty7iOwSpIAG2yhgpJ1RObBS0ehRiFB9MpKVJCbpFykj0HTAkwhWScsoeDqnJLydrBSe4wnOiyQTH8EMYchptD6AoKBcF8OHfwonCCjYy/Hfghb0GPIlKsVkDTcYFzr3TtZKwpMLLTbz3yQYhvo8qgs3IPp7YbrDojDIX0kvsSFaZEB3YlLm3T2vvhg2Qo36ppJbqzkdmSzUIwX1BWP54fIOaFCnI1UNQTJkVKDN1J3bCgU369sE0QZDkWe0I3IpS0QWHJc9pkarqbsCn2/ywwPAofBIyo1oDixJhwWP3nEgFSh6YKbQSmvohscv/ONrMVhcfQAHQSVfXT0GCcZuI+qLu4rCruCYtcdLJTIOzYdSQHNuoxEBe49UyQgOVGFGDXKgMuFXmb1/mt3semDjwTfrRYyarJkOIXIgpYRfSlwgKsft2vgmTcaJ7cEOqE6cICGpMRqZJSs8og6Aq/Q/bDlpDeZQEtJTSJll8x3Zs5ptqSBqN3vJuP4RiRtEC9p8UL6pP8A2lD1Jq5bQ3HbJUHNCHVN3FvX3GBFNwMaTzRZ7yE3RT6sZ7rdWqLjiTslLaQi/sMGym38Rk+EICQQCAi3yUqn8sB2UI6lWXqVcgYAMGnBFnBIASDMbmPyW6f/AL0wFE61m2/oL4djj+EKZzwdbJinnUyMFLajqK1eZSybpOE55GiFNTCpcxxmVLcjzVoVdGg9D7DC6tp70TnkmyMw6dFShT8ZrQ8v8qVHoPXDufCFOBHX+1hLdjHVuVrPT2OCKc6SmEelw23pCJT8ZbY8yWwrfANIabXQpRl6awS0op0KF0pQQAB6HCcwHVOkZUJVRbDyGgtY63vqQfY9xgSwAJIjScuMpUBUkoLhT5bd/fDB8CEkcNHitAuN0lAWOiknVtgZ8kl8ikPyk875V3Qk3sFHb7d8ODBlJCGY7kN+UJcYtNq3QQ2Nh9cTAuIngngawmqYr8mU3IMRJaHQkdR64dMplKQ05BQt0tFAFkr74iJhySiUnMENhxqKuGx8wDYeXdQ98AiLbSiP97stssLK6fPDlt+SwVHET6pAmCR3BEKZMQVKct1DJFTpKp9TzTIy7Fb2EdcIqeI974zztNkw5rgf6Xfkrw2bU1sf8zfzQ7NVWyUuhVOPlKqz5U8tL0OSmlaBdJubAW7+uJ24gvs1pHiEjhsvxkSCLarx+Z98ZPjj4Mcf+JNN4a5MqlZyiKg6280GypjTquFNkfl2269cfNeG3ex2Fa+kKhd2nGYkXM2vwXuLtrYOvkcWRb9cFeXDP4l/jejgoj5IzC9CLnNENC1DlL6lV+m+23374gGF2hn7AueGgVg1MGRfVd0fCnj1x/qvCHIWbjw4Zz5Wagy09UYrjoiux3FC6xqX+axJH2x7Vsxu2aeApfcw2q4i7XEsvxgkHTwXku1zgKuLqCqXU40NjYdwK3EyTnrMtbgMGv8ACN6luKI5zbc9K+UT79/tjpMPU2iWzXogHue0j1tKwn0sKPgqyP6XK741Zgpjtc6kSWX1bcskKJ/ljQa55+Ie4+kqq6BqVw7PjKC9EFxLnVDaiBf2GJIKZC5FSRGZRzorkZ5Y1BKNyPvhQUMgiyDMVP5t1xkpdDKTYWF1Xw5aRYqBJRjK/wB5jNOzUrVcAuKslI+mDDBxRtbKHPfKUlxLMulxmpjygkOLXfmJ7kjAudwCfJF04DVIkLSqQWX0g6VtxyTy/Q/TCDwLJEZr6J/Dp8FEjlNuynICQVguG4+mDkxKAiCuRRY63ubSnm1JUfM2RsB7YHOnzWhDnMtOyJYMl1p1tKv8PWRthQ34jcpZ7QiKqTAee+UMl6KtIBS2VeVWCa8DQIZ5odNy9ES6lSKnUIzoFlBPQ4cPaTJsnzHxCbtUovyEqZqE98IIAUpHX72wbS0G0poOsJ5OoXPkhSZDbc8jzJUn8w9zgW1BmKScxqciQpcZ+OW9ItoNym/Y4SSHnKVQEjXJddUQryE9EJ9sE1zRc6oSSNAk5uV1tOlTtSeeWq1khNgn2t6YkDWcLocx4hOolKqkRtCA+0+yfMhKvzYcuCZzpTJxnmjRLShMnVdKm+x+uGZbQoAh0+gVJ9tmU5UHmFIP5LbOjsMKBMkkJ6dQEwvk0yqtNpCQltJ3tY2+uJqitNfCEvUeXUHFOrcjqjXuWwLkDABzeaBDxleGHilEiO0wTuhN7k++IHvDjKJwhHk0ZyG+1ZK3UBNgbXGEHNA7KBNV0glTy3EMFsn8yr6k+xwwLfHyRhs3XEiiN6W9DqHG/wDlNxhOcDohTuHllMhK0mp6OhAtYj64XWNASAOhUnXTI0Kn8h2cLggahbEXWDUIyyybuUuRLaS1+IAsjdJSLK/XD9YgT9htMFCXfmuYsjzBZJ+pt2OIyZSRRaYMsN8tx5pZ7A7KwylAlqTZo0EhaUOydSST5jqCcGH8k3VpZuF8uNXzTak9tSRsPTC63gUurWEejwrumSpxwg6wAdhhOqQEurSi6NSJKuaiNGfcB/MR09sCysdEur70oKZSUrDaYcdhw/mHthGu5SDDjiivydNbY5bDDN09SUBV8Q9e6UfVN0KBP5fiyUSHVMNJK0qTpSAnUCLdMSHEOhI09FqcfD/lqp1GrzHaOy6l5Z1pLVrnffbvjErYcPZOX6LZoYlzHQXKW5V8OuTqHA+XboMJtSnOYLtAqB9sUqOAZMgK5W2g8CJV95VyUxBpwp7Smo7CSSlCEBIGOkDyBA0XNVhmMnVTGNTosFHKjxxoHVY74frEMriPSVF9b5UtxrsDhdYlBCf/ACMNo6nmysH92+F1iciELeplObcW40lXmO4K9Vv9MP1iThCxhUpHNfMSPqNvMcN1iFPGILhbctHPM1flV0IwusTgJm/l+nuLSp6npW6QT6kfQ4IVoTkXhOIlHpsdh5uLEYiudCq25wnV3FEWJSNSm1ANKbK2xuVAdT7+2B608VGnbVJ+WW2sBKWj+4hIt9/fC6xJJSo9NjvF1yOoqte4F/1wm1IlPKwEaG+fmG2kLJ8qTyzt9MO18ppTD8OQ246qQnm6vXt7DEije7gko9P+TC0BJRHvqtffBF5IhMKfesI1EjKdKpDUlaCSq5Vcj6H0ws1oT9WnLdMbbcdcYU5qUfzOb4CRxQgwUk8qYyhYUOaodD3wkKFIYccKH3WH0ajchR6YlzQIUeRPktsrWXFtBQ9dW5+uDQubCYyIjWlamC0hZNxcdD64SFNOe8hxpiSNQAuV6dsE10GUYEmV869y1lXP037DphNcApVFoLyGyRGZW44PzE9z6EYF8uUtNZ8qMp1RcCWzc3SPXCTudCXeQ+xGvGW+XLXSVb3+uIWgcUJ7WvBcMsPupS68NIuApIHXDzGiFrrIy1EVpS4gBSgLDUPy4RqHgk1khcfIAukAJBI8xGAm0oxTulo9JZYStKbC+91eb+uAD5RkIgxFDYNuWfoLYdzoRMp2WLlOjrXzURwVn8wHS30wPWJnt4J8xFaSRoSke1umF1iZjeC5+V5TyXQpwJ7i+2GL5TkQiAjtLBLsfUOuAUgFoTttMTSddhcabe2ALiCna2EwXCgMtqKTpRe4A2sTiYVp4J4vKwbp9MDgdCddxvY7nDdffRMWJd2HHZbK0NrZbUd9StziIvKbq1iGmAlNkuqXbYk4Mh3BOGwsYsFSQ4rlAKUbjVvbEVQnMAQrDRCLuNh1tGrQkp6G2IGsIdfgjMcAnLbQ5SwE6Qrrba2LYcDoqyzTGQsJQjUEgdb9cIFJc/Kuq/ZtrPL+u+Ha9hGqSwdpy9CtLqki3pc/b0wmEEXSKxYp4SEgp8wG6j1ODDoEKMMTsw9YLBcKUW6p2P64BIsQ38JlpRqalPJT2TfrhEhAs00lbhStUqQ26Nzfe+DDhEIgyU/fp0Z1pKHSoHspKrb4HrB8PFHltCyahloJ5T/kGxJxK0wE2RPzGbDYV5FuAncE74jcRqhLEwfjJVdSglIV0Nu+GYcqGE1VHlJN0qbQgbja18TgyEkiaUXX+cuYFi1wnpbAF40SlJfhrKilxRLbt7gHp9cN1iZOQ27Yl2QtaBfSOwxGdZSTJ1WsBvSUpIO/vi0xpUB1Qt2PMKEJbeU6kHqpO/64LIEDjCyU06pvSvVzAmwOHDQESZtxJSGiFPNuHc306SPY4MERAVc6ymKmCjUtShYDYgXwkRA4Js9z3GwGXGlqtc37YkLRwKClUtCDuN1IKKGlxr9bLGq30wbAW6FWUilGkBQbBUe4HXFR5nirCXCEKSByCve99P8AniNOnrRdWVBDCtiNvbAuAOqUrJSHkLH7FRF+3bCDQAkAiKQLAqQvSPU2xDCctulEuMFekI1G1/UWwkelguS6U6lFF27dLYka0EI0szKbW04BHWpV9+2BcISWaZRF+TEcKet1YZokoHOhLpU8vSUISj1FsOReAiBTlBdWCkqbte52wxCdco1tuXSXdB7HphklnywVFQZCiOm+EklTGUpBSlsJUetzfClJJ/J6VAKQUC2+k4RTwlkobS2tCTzbHoo4jc88Ey4Wy4pCVFKQe9jsMM1zuN08JdEQN8tRUXSeyVbDCILjIUgdGqdAthCUaVIRexCtzgm4c+Ccuhcl+5CGxpIGwODDeShSZdW2jmEFXsMPdJZolrSnytnWelz1OEZQudCxdnLASlSVa+4vhmsiyIEHRfKnjy6GniT1BxLkCFxIXImlVwplbKOxKupxHB5IQ4pVMpf7lyPS98NlvKkXK5K1pvzEoVfsnBFA50JKzzqwRJGgbafXBtAITZinjbi02bbLiVd7puLYWQIs1pS7Kn3NSUBCFA73wxYmA4rh8PKKE/MtpsdwRiOE5cs0sOKB5sptauwGCE6pss3WbrLfL1LNrDcjvhjzQEJBTWkANoU6Dvrte2HaAdU0Jr8pqCk8xSlG/tfEwcGoXNlYsUtxQKlLKSBsD0w33jmh6kpEoUwsIWULKTsBgOsTdWmiwhbuoJcSfrtiRpnUICh0tKw6QCpAxO2/BDKBvFxACW3lJSTvYYdQJspqxulRCe3bCSCbq5IsC4+k+2JM55KwhqAtQ1trQodhfFFruau5EWYSo6EuKSknqR0GIiEazbbKHXCCoX9DgZTBoGicE7HSuxHW5w6YtlcpK9J0rDgIwk4EJ2yAk6FAEAbG2EnTm9gRe49MIJLBpwAKIGgDrcWwkk5jupcUlDa0A27jDEwknailKSS4kqvYAYizXkJLFetKdTaApJPrh5LjdJfIcdsBoIP02wZphJcct25KdieuEQITwnBXqFyFrt6DfEXGAlCRSt5CHLc3c7X7YPKOKQdBSanH2gk8rXfqR2wAiYJS1unTcsBsoVe6ulhhs0aFSU2nkm7T0gLJSi7d8C6T8JRhzfxInGKynmrIaUNwCMO1z/xIbO0Sri2nACvSFE9U+mJRXOgKbq05BbU2fIjR6nthhW4SnNKNV8tTKSEF1gKt3UBa2IzjWgwXX8kuqMTwXPKjrstTaCr1uMSfeDzTCnOiW0JCWylm9vbrhzVcbSk6nGqxKQohPLQk4Zrnix1TBoiZSqUJBAS3e+xsnbDF1SblNlHNJ3BJaSjU4elhguuJsmcIXIZKdBUgBQvYdzhGoRc2TNaTomrstMdQLqywFGyVEjc+2+K1faNNjZqPAHiFNQwtSq7JTaSVNMi5beztVJlNYrESA8yyHlcxBKigqt5QDvuP54ibtTDkS1+bwhTHZmIa4se3LCluYeGcDL1MqUybnWiuVCOOYIxCUKWnsN1EhR7bWxXq7ew4cGZoPGSJVgbHr5c8SO4FU4uchJStC+YkdSB0xqU6of8AA6R5LNdh3tPaB9EsmpKVYJQpZI6WvcfTBuOUXcmDCdAmgntOyFsRpkbmWOppLgUf0GIaeMovdka8Zhw1PsUqmFrRJaY8CkfxJlCFOLmxRpOk+ceU+h7jFOvtvBUjD6rRw14+UqelsnEuEhhTcZjgtNOE1enLQF6SpLt7H06dcVmbw4BwLuub6n8lZ/YeN/8A2nf6f7pjOzLRo8OZJn12h01toElMha0le17pUE6e3S4xSxW9+CovDXVGx3SfoAPNXcPutiajM2Ug8oH5oVlvMFHz41KkZIzBQ85Nso1qVTJzUiye5shR/wCmNXZ29ez8W3Ngqrav9Lg75ErHxmwcXhzFdhp/1Aj5wjVGpVRzG9LZhyIrbsdwNPB0lBQoi/QjpbuL4VLe3Bvc5jXmWmDII+aKruzi2AOe2Ab6z8tCm9ay/VqWZC5bTTrjYJWmM5zVW7eUb7+mCxW9OFogl5J7gJPpKahu5XqmKcKF1N6TCYpj7jEj5eQDZWi3KNwAlfcKJ2tbGZ/jvCxLmOA5xI+YWj/grFzAIsh06ocp0JbltBmwKSuwJ9Ra/rfEFLpCw2WarXA+SvP3ExP4HApRmS2txLSEgKV0Ax1mMxLKQmoY8TC5ynSe/wCBsog2XElQCHdXcKB2wzMQyoAWlCabgYcE8bWs22Oo9sO1pAk6ITbVKFfULSWzv+b074iq16dIdsx4lTUsO9/wCViiQwtvUxIjOEH91wEH9DgW47Dls5x6hOcNUBjKZST9ZgQw49UKhApzaLalOvJSB+uIH7TwjGkuqgBTDZ1f+AqETuNfDCnyWGH860qRKdfTGQiNqes4egOkG3UfzxhYjfbZdLs9YT4An5LRZuvtBzS4UrDnZTh3M9GZStyTUGIscEJDroKUqJ6AXHX/ADwqu+uz6bi17zHOPfwUjN1Me5pIZceaXpWY6HVeaadObnpR5lFnzeX7e+BG+2zHPIa+R3BOd08c0S5kKRNlKUPKS06+lJv5fMf5YsP3owIEh8+RUDN28YTGSEKezRRYbTSqi+aY445y0JeBFz9bG2MqtvzhWmA0nyWi3c3FHiAj0MyZBcc+WW3ASfK+pY0rHYgW6d8QUd9w67qZA8QrTt0Kkdh4J5R9dFE8wZ4peX57cBb6pmpQDnIYccU3cXF7C3Y/yxRxO/nahlMlXMPuNUc3M90eibUvOMqoqW5Hy1X32NJBIQlAQq5AJ1EGxFj0xTO+WMJkUwB3mPqrJ3Lw7Y6x1ypLInussR5TtJqzbRTqdShkrA363B7bYF2+WMc2WtHlf6lHT3Qw03MjvQd+t0ahQ36pVqhmObBCOfoTTnC4QTpCEpSLk4onefGshzi890f2V927WGy5AweMolT67lqrU9FRjN1WlNqATomp+Xc39lYkqb4YxzYd2fQH3ULN0sOHDjHK49k1YqTxdmQUUtx5LSuWXlTmgQo+oB98Zo25jHTmfb+ofRaP7Fww/CPQqawYDq0hioLaQgedKCskgel/f2wdPHYkGQ/3QO2Zhv4E/mUqiSmo0oS5bTTX7TQjUtJI7HT16YkqbaxVRsF5IQ09j4VhswIA4jL84KluUxqS5ov+3QphsI9bna+KNaq49qp7q7SoNFoHsUAcpkZyU0E5By7VGNJ5ylVMgrJ6BNxZQ9bYqBhe7MGMPfJ/JTsytbAe4f5R9CiTdGi0lsu0/LdNpaXLBYcmqKWwOiRfYC5ttiao0wCQweZ4eSYsYdXE+U/RHaYwqeliRqZCY4U28GXdf1AIO9rel8XcNXe09Yx/oZ+pVPEYak4ZXNsmFZh1iOZFQdKJMdoKDLUaC4pzr2VqtqttvtviSrjsYfie5zeAA4+ov7KKjsvCzmawA95H6+qd5cj1Cc1FlPOVejthpTjzMplIKkgX0rsTYg9x1tiA16w/eVHOaRwJB9YU5wlEgsDRfl/2CcvoYjobqDE6moiybLbVdbfOBG2k/TADGVJnOb+KTtn0ogtHooRVKTVqnKjqpf43CbbJPMjuoWkq1bBQcN7+nYjAPqPeRmJ/1fQoqdCjTmAL9ywrEOvLZadFA+ekKUEllthpbjIHV4K1W362G+2KtUVi8HXyFv8ANqZ8O5WaPVtbZ0DzA9LqYQYdZ55S5TnY0dSBypJ06kKA3SpI81u9+mLbKT5OYa+HvZA7I86g+X1IUczVndGWKPUKrLp7T7bCdlrebbU+4OibK6KOwBO2+KOJxOQGwt3xfhwMeiOlRDnBvPuUEjcSxW2Y8p/KkqrNSEB1SYb6FAA23StOyhfY9LH1xHRFVxksDp4gj9dykfhGgRYR3fmjripNXLBg0VVEjLu29z2VJcaTbdOoLA3vcKGJn0y8APgM5QD6HMCfFQim1sgXPgPyU6y5QFxaihLodnxWI9m1NtJStSrHfUDdQ32viyxoF2XA5wPPkgeQW3i+v6/JRSBGzqalPiVc0L8AQ84mLz4JakKT2dUW1KQrc2sQDtiKjSqATVfPKWiY5gtMeUSpCaRHYb6G3hBH1UgrNCdYhp0ZxqBZUQoMoeQyguAWOoadRB23vt6YWIcwm7zPCXEDloBy7igHe0eYlMqFldNby7Fh1kQ6tGJBSZTqZSmlHslakjX+mLNOmKbWsB9yf90z6IAJcYmOQkfK6GyMg0CHPS/lzL2WYLwaLSXYzKGTbunShIKhsb7/AGwq9epWJfUcI0veByHIJ2ktEXPmT4a8lm/AbocB1IqwiPg3S+6gOloqJG/sASkegGIHUabWBg+h87omDMe7uMLmk0xmEqqS1VD8UVIVzVcpFlNhKbWHc9Bt74em3KIYfaP+6Go6QMw05mUKk5fMqUiaitNyRIbWENhhTTySbEHUldgBbunBfdgTmn2AI8XAiPCDPck2plBER5g+2qiFd4h5Qyu6xErNd+VdUgKUsOGy1drrKCCdjsMQu2k0OIaT5ZgPYGVbp0HOGaI8SmUquURIYVUZcePLS0AtxMltlZ2umyD69SfXFrH7WqVAG4h+aLXICp4HZ9GjIpNjnaU7m5vbcgsOty8xVCKtzlrTGiJfU0kJ2sUXJ6HexxWovqNGamXEdxB/JS1KDY7QHsE5jfLVdmDNpcmrai2EMmYw40hbp/NrULEbYnbiahs4u8591H90pN/APJYznajRKhTGVZLzRmEOL5Uh1p0Ptxbp/MUk7IJ7jp6b4jdQfoxmbvnh4GVIykz4g4NPhBUty7w9pFDkoqUOjUagtq/8uOLhSzfcjr3N7dcTW4ADuDQPkELm5jLjPjdOMy5do9QLkifJioVp0lTqAtAPa6VDcbYFzmtNzBRgcP17KKUehoFXhRcuUDLjyEr1yNVI5aVf8SXABub36+uCp16vB0eUoHUmj4p9fzmynlX/AAOkrlTDSaU1U9GlXN0qCkgdE73tft98A6vlNyAef1snDJEEmFBnM+0DLrrMnMlAi01xaSQptZUpgdgpKBYgkfT9DgK+KqNH7wSPUj6qRmFJJyH+/qrby5XKfXYTTtG51l9H1R1tJUfuAR9MTU3lzZIjy+ijiDdDqlTXwv8A3uLQVwQsuEPNrUF2F9Qt+9t/9sN1pafi8oS10QVGc4TieRLbqlQaQW1gRY6koIUdPQkEpF7kjpiCpWBNwXIqeHPOPFSBiK5EjuyzPmLjruElxRcUyi4JHrcdsSiQIBMcrkDyQFreIHpf1Q2vZUGZqYuRDmtoKVFTL6mPM2jui21wfffAPwzXCT8gT8lIyoWiGC36vdOqDDep6ksQJFLZYCCrlNQHDdVtySTbfbbEtOiG/DbwbHyUT3vNoJ8x+SdypwDBFTqkiMsqDjCmYymylNraVdRbbvhg0k9on5JTFgI85RVOXILJZq7jbMxC2wkuK0qdt1CVg7WHVJ9L4N5ANkmtkXTKfWKOh0RFUX5xBGlakxUFenf6XA+uK76zp7In0/JE2hHGFlEr2Xno7sRda+XlNoP7F9tAcYbSPzAXNgR672wDMQwEg8OcfQlGQQb6IooyocVw0t5KbtpUp1khANvVAFu/b1xZqZj2iZTExqo9PlRZtOefqRmJcYVod5ralhe+5tbf9LHEVTtfECmZ2TKA01FDy2mfUKZlnlvOLS84tka1SXCDfU2rduxtuPtgWUwyTTaATyEE+IGikzvfGd1h4W8+Kef7SoUoMsGkVGmVKQypt6AunOrkNquAVbAptv16WIN8M3EPJyQ4OPDLPuifRI5Ec5TGNSak98qy7l2W7C8ynZEp0MlKT+XlcvzE3G+rffbpiU4R+pbYczJ8gI9NVXbVGjTfuv6qaUCWwKa47TX5VQGo835NzUW3E7EL5qrlQP0vgQ5l8omOUC/mURpuF3e6Lw58p0BMqpPSXT59KIwaWkehSCbjfqMPTpE6T5x/eyZzwBy81E3Mwiuql0OPJgTDGdVDfbTeM8y6ACq3MsLaVXujr64bsklrzPj2f+6fKRBj6hGzlakwIyYpZlzFvj9ovSVOg9bqWDsLnr9MExjfgAt6+6cPfqLD9cEKrMFxv5SNDrk/K76ElKVMuJPzBt1Ug9x1v3wL6LZykkdw/RSDrk6lEIFGrEaLHcVX1VB5KVNuPvuKSpxR6CwIGrBCi2AAfGdfWyE1XTGnyTFzJIcVWlv1ZEqQ+pLiVlhp0juUrDl79sCKYa3KJ8o+v5os9r/X6SmMXLVfpzD8KA1dQPNQ62Cw0b/uqS1qULHby2viQ03usX6d5E+TSfZROcw3A+vzhSibGotYZnUlqHWGn0hDq33GVBoOdgHVAlQv1Fr2wNWkXDSG98/kT6pMq8BHt8gmbcOqMhxDTdPnRVAcz5IaXG02FgnTYqBN99u2CZT7N4ISa+DAsq8iSstZeqCYjjAyvG1GQEyJQDLjhVufM5so3B2/TFZjabOyGhg8dSfGVZdndxn9dyfZhdy3GZemz4slmWWg7EltaHFP6r+VC1KsT+W56WUMSVKjacA3J0jX1vpxsomB2rdOKj0biBVKXop7GXc0VpbS22GlJgJCi9YqNkA6EhINteySbWOCp06zjDWOPL4eGpmbDvhM9oFy4D9c1P0sU9mnyanPkrhvSAXHWqg8224j1UhsqOk26kHA1GspDK+Gz3oWvLtBPgq4zM/HTFZcy/VKnERyFqakMpTJZlAjfdSu2/QjEZotcMw8oj6lTdcZj1myfwIDLkFTMnMzTUmQ0oIdmIMdxh4DVqQyo3WE3v5ieg6jFiuaQ7BcROk2Poqzi49qJA5XHqjcfLURFGix59WXml8oCTMWUsq1WAKgm43P8IJF8C4MIDGwfE3UnWuHd7+6CU+guwzJDnyMh4L0p/YFJS2dxcJ1b9+gxeb1zW9g3/XKFHUe081A08Jsh1qtLrszKkBypOoSlToSFJUALAFCj1HY2++IxSpgyGgHuABVj73VgNzGOH6hSSFRaNTESnaPI+XUsBxbd7Ns28t2x+UrAGw2uRbFSrlLoAgpw6RLgkE0yBSZTcl6c5U5Tp5zS0ANJQvrv5lAk9bgbAdMJlPMOfjAI9Cl1kd3uj0it16C5Fcnt0ZhxenQ+uclGtBF7JTYFarb6AffEdT92BnLQOcoBDvhB9E8bzjPj5jeguKkTKclgPNKiwlpQo3sdSnBuO4UCepHpidrqh+C49AUYa0CHGDykH5J3SM7on1eoJXS6RAoDKggvqlJUVqIBtpAulW/f+WI24p98xAA5GfZRvoiQBPopYamzICnYcmPDeAcbZW42q4Un/hBAVYDFkvLocUJphosFDG2a5Dju1XMtFybmOY0R8k80gw1FJO9ytSki/Xtf2OIYe0HtA+Iyx4kEynzNJhpIHjPoocxnHiDWp79LcoGSafBS2ouqTUUPPMqB8unyjU2b9SL3Nt8VqVSuXQHtjuJnykKd1BgbmhxPeCEPYezsgiNWoVXahABAshTanXN90lKfy2A3Ppi+Nm1yZcHOnuJn0Gn1UbqlOJbA9vmrVhxHK1AhJTTXKe+g6yqoBRUegPmuLXt1F7enbF9mwcafhouHgxx+iqnHURYvHqFjTW69GgPoFLhtzblKVOy45bWP+Eargj332BxdZuxtR3Z+7v/ANJ+USqz9qYYXNVseP10SLVJqcqYxUa1XqfaNdMdpUltTO4I1WSbkbkEHfr7YkduLtZ3aOFqE8Ow4+wCjbvFghYVmj/M381CotfryXmaVU8ryaXNQ75JlKnolwF77kFSwtII0nStItvvitT3M28yM2Cf4hrgPQjMFadtnZ5ksxDCO8gH8lcFBzHBTDkJYkOQ1psojSjmNE9f3lBQ/piwd19qCzsNU/0O/JQt2thdRVZ/qb+ajbnEfL8aazTpFcNRnLUW+Ugt6VAXsVG5AH3+2Dfuntlo/wDJVj39U+B/0oW7VwjjavT/ANbfzQirOP1yn1GcilZgpsVpIjxprNWbbSlwgrIdaO6UhSU2Va3v2xkHYONz5X4VwJ5tcD6Ror1HF0detbA1gg+4KaZQz7Sp9LZTnTidkyAiVG0/JyXWYzzRCdKkqUpzqdyOxx0mB6M95K7S6lgcQ4f+hUj1y+6yMVvRsqiYfiKTSOdRgn39VT0bhxwORJfzQ/nXLa80SHUpedYqweJAVYHQFqAIT+8k2F+3TE//AAh3haIdsyrPH908evBQU9/tkuJy4ynH/qMP1VwUanxIS6XHa4lw8w0YLWl1tiZEbJQU+UucxZWoDY7b4jb0V7dom+BrebY/OUf+Mtl1ZyYilP8AXKnz9eoyefTDWKSmCEFClqmNHWkptYEnax9PXEL9w9vT/wCTqjwY4/RSM3m2cfhxFP8A1t/NRilVFTdXTOpFWrEqNK0tKYdlRltxUp2uj8ykgW1A3N74y3bnbXp64Sqzxa6B/wBKuja+CeIFSmf8wk+N1akkVN6GtlmuKZqL93WZKGm3/KNiClQsRuDa99sZ+K2diQ3KWvbH8rveWkfrVWKdajmmWnwI/NVPJhZizCpmgz6hHjupWlIn01ciEoFKwu60glKuliNutsZHUB5AqEOA5BzT/wBNj5hWXFjJLRE84I+ismo/i9EjJlRYDU2Ooct2TNkIShJ31HmOKAPS4G5F+mNKhhq9d4o4emXnQAS4+gkqCu6nSGao4NHeQPmVVNbruR8wNw41Sq+UJqgj9oINeWHWXG1pU2Qlg6grUD0sOt9sdps/oi3lxwytwJy2MvlgtprBkc1z2I372PhZc7FNnkBm+UjyRSqcRqRUojsIwolUkEhaUOJcCgOigXFJJGxuCB37Y64dAO85YXObTA5ZyfeCsD/ilsQGBUd/ot6WKksHiDlqPHYDTTcaQnSkrStTiikC2kq0AqA6i/cYhd0F7yHWmwHuePqE7elLYh0quP8AkcCo3nXMUStyae/R34MhLepL/MhOoeXtZLjbgI0q3NwQRboRgW9AW8D3fvDTaO90z5jT0PJEOlbY7ZDXPPg23pqhNAzFSaWp9+pZcl1SeCPlnWgsBCE20hwOLIUrr5wB2xt4L7Om0wJdXoA8+2T6iPDRZuJ6XdngwGVfQD53Rau56hVOmzI9Pp9apdTWQtqSwWELZP0VqSoH0Ixc/wDpxx1Ts1cWxo5ta8/OFAemPBsu2g93cSB8iownP1TYbfaXleg1PV+Z2RUOQ8sW78tASk3tuPfGpQ+zQ4CDj5//AAE+4qj5LOf02UBcYQg/+q36tPzKwHFKXDiOsSaNQ4a9+WsZiKggX8vkdbVuPW++L9H7Mj32bjTPdQP/APoVWf030hc4eO41Wf8AxQVfEh6c1Hbbem3btrVDqyAXf+EpbQElPtbE3/0sMmKuMdHfSi/m5Rf8dWaNwwJ/rH5BJ1PPdNnuRH3sv0VMlkkocfCXFJPe129STjTpfZkpNu3GP8mN/NU3dNp44YR/6h/9oScrifJlPNc2axHhNtJQmKzHa0oUDdTgW42ohSum23TAf/S0HOL/AL48TyYwfo8zN+ScdObQIOHH+t0+HCyAVDOdJdrEiuv13OZceZTH+UbqaGouhI2CkBkaib7qvfFKn9krPUc+pi3Onm3lws4W5qz/AMeKLW2wwnnP1UVqdfyVUn1uzKXPcWU2sJyiAARbax32+h7g43aX2SMFHaxD5/paqR6fsRo2g0jxd+SLM53y7DguUtiHMVQVpUFwjKCGyDa6bcoaRcA7eg3PTAj7J2GjKMVUHi1hHsl/x5qTJw7Z/qcPomMDOtEilkwqRFKkJUlRka3isEnTZR2Ta5HQ3FvQYYfZJo0jLMWQD/I2fWUTunxzx28NfueY85CeVDjNTUR1olQIEaeEFEeSqYFGNe3+G3aw6A2t1xpYf7JFBwkYp7vBjR7lUqv2gKlMkGg0DkX6+nJNH+OC3GWxGpLM9YI1uJZlal+UDUVIFj0/ni7T+yRs0OitiXjzphAenqubsoM/6z8grZp779biz/lq4/SUFKkNrfdYIWexugko9jv9MfGW0N0Nq4YTiMLUZ4tcfk1fRWE21gqx/dVWvPc4fmq7ZzHwoyAtESpcR8rx62sr1MVKsMc9IUQVXBX6kG49sea4ze7ZeE7Lw/MNYpVn+7WH3XZUN1drYhpfSonKfAfMqYROMmSAoRoNfoWYydKguPPhvKQDtq8rgJPoRa+Jti79bExlQtdj6dAc6+eiB/qZJ9FBtHdPbGHpGqcHUeP5G5/kYHmgsiv5GdkyZVMyTVqtOU+l5SlSmUJCrHYWU4oDckJI73GPdN2t2d0sWA+pvFgWk/wVWud/1OZ8l5ntjbO38KOzsjFkczScB6hpnx0VdV1JWxO/CODlFkOPOc11x6ry0nXa2q6EgA2sCAADbHsW7/QhuFibv2uypOuQUCSf/wCx1/1C832p0q7y0BH7OewD+POPnTbbz80LdqOfxJMp/KPDWjyipt0vIMtyQS2LIK7ctKiBcXUSSLg3Btj1rA/Zw3GbB/fVTwMsaPItk+l1wGK6cd4SSAKTBp+Jx8INp9U9k5+44u092PT83ZYoEfdXnoCpWg+guu4+l8ddguhDcTDuAOBdU8arr+sj2XP4jpT3nrT1VemyL2pi3yVXPy/EjUJTYR4iKnTaatf7Zqn5YgRVOjrYLeU4of8AxOPRcJuVuJhWRT2JTzc3Pe71AaPmFymI3t3srHtbSdHJrGt+p+aIT8uZoq3JcqvFXiTInhIZ5wqhLlr3snltJA33sAAMXsL+y6N6WAoADh1bfqSfdVcTiNqVf+bjas/1n6WUcc4UxxzHcxcQuMeYkLJAak5unn7hDbiP6G3rjfZvWQcuFw1ClHFtGn9WlZT9huMur4mq8nnUd+YKjr3ALI6pn4lCynxBzPMQQtIquYak41f1CVvLB39saTekLaAZ1VSvTpt/lp0gfUMCy6m6lDMKlOnUeR/E98eRlPEcKNEgvxch5boUg+bWXJhJN+416SftiN++Eth+Je8f5I9Yn3Sbu5WcczaDGHvc8/MqQs5Bq6HUOt1uFS3E947pbt/MH9cZdTeXCnslhd4/oqwdgYuzjUDfD8yjKsqPob1S811J1voQmRYfche+Kh2uyf3dEA+H9lY/w6SJq1iR4n84SEakZXpr4ecltvqGxKKilKhf1SNzg620MZWZAED+k+xVansnB03yXSf6hPmplBZym5d2jn5h0GziYyG3Vp/5gpNzjDxFXGCG17DhJIHsVsUqODk9W0E9wB+iKNv6UrcTU02AsQ5EsQPQlBuMUqjNJb/1fmtAZQIB9vyTB/NNHim0nM1EjPd0pkI1L+iVoO/3xLT2XVddlMkeBj1B+iidiqLDJcAfL5cUHqfFCh0uMqS7VmpTI31qTHZA/wDcX0D+WLeF3aq1TduU+Lj/AOwqnituMY2TJA5NH/yCiiOP2WZfPEOp5cZdbUUr5tdjKCe4u2haz698a79xa1NoNQOIPKm75loWcN6Q4lrGARxc5vykpzH47U8qLf4uw4tB3EONzRc+ilKP66bYrVNyDoGm/MkH0AHzUv8AiU5oeRPdH1enjvGLLybzpia4hPcOsrSn7p+VI+98QndSuBlER3fn1gU423RJzQZ8WD2DE/HGXh+UKfV8+kdRymJKlHb/ANNg/rbFYbrY+csg+bfq+6tjbeHy5nNI9fo0I3SvEZR6ckt07NWc6QgiwRypGlX0C2Rf62xzu1uiPD4u+KwlOodZyCfUH6ra2f0hYmh/5XEPb/mPyMqqeI2YshZ8P4rXOI9Ufqjaf2E2oVNLwjg9QmPJCUBJAsdNr9z1OOn3S3U/ZAFLZ+CbTaDMU6ZaSf6mAknxlZO8G8dTaEuxlc1CRHae2APAkfritScyUjKUES5nDziBw9mVFx3mOpplTix3tdtyhov3Re3ROr2GPQ6WFrV6oqYmlUYANHMfHmS3Xxhct95p0qRZTcHHiWuZp3Q42XVf4y/HzO8ONbg8NKTmupZEzzPlND8Rm1JUCrVFtaUuLVAlupeRBYSlRHzjiF8x9PJSkJDhxwXSVvrsbdnBs2ltemK1Sqexh2aFrTDnVSDNh8LBB712G5e7mL2zijhcM4NY0HNUdJhx+FrR3/ivIWrD3xcfFvwhXUM05rheIjN/D6lobWmtvZxptQS+xqCEuSfmKe/HcKlKCSEpQDqA7XxzdL7SPRxicOcuFZTn8OSs17Z4AtqgkjnF9V1dfoV3jZ2ziZ53aWeUgmPG6TT/AGjNUAt0+S7xkZcjOKCltxqBNS9/zONMs8wX6KFja25xO3p76OqhL+peJ/8AVEeAdmjzlZbuiXeQAZcRTgcIA9wB8lYdO/tJmREEqqLHFtSz0ScrwiQfdSKi3f62xTZ0zbgO/wD3B5H60SpKnRbvIR2alP8A1O/MfJWBl/8AtGnD2vVOHSqWM+sy5SwlP4hQ2YTKFeinnawGhfsVKT6Ytjpb6PcmZz32/kd9KCrt6Nd5wYaWeTj8y8fJTDNf9oKylkOdHg5yoGaYcx5txxsNQ4UlK0pNieYxVHgD2CVWv2v1xDR6X+j17Zp1nkDlTqH/AP5NU9fot3qYRnyX/wD5B+ZUUR/aSuByrqTT84x1ne7mTm1kH3UJ3+WLn/E/cTjVrAf0VI/2D5rO/wCHe8wceww9+dpXK/7SBwadFl0yr1NJv5XMmHy2tYm0v67g40sPv7uO4yzEVh/lqR/s+agO4O8w1pUz/mH0j5ohG/tD/COYzz2qbOQ2jTqSnK77agFfwp+aUVW9gbdyMalLfLcVx/8ANPn+Zrv/APNVX7lb0jSk3yc36uRFP9oP4TJKddIza4COqcsTEhJ77c3cG+JH717nDTEO/wBDz/7AhbuRvKf/ALY/1s/Mogn4+fDZwBxnLHEKS0o7BGU5tl7djqxIzezdE/DWf/od+Scblby/iYP9bFz/APjhZRqASuLw14ppbUdOsZOqTmk9r+Yg39sWxvnuoyAcQ+P6CPooP8EbwH/7bf8AW1BZvx1sqQFKaRkvPilD9xeTZ4KTv6kHAVd990ZjrahPdTefkEm7j7xC4Y3zexQqZ8d2NIdS1C4ccQ3gf3kZQmrt6XQp769P0wj0ibosE56v/wDU4f8AtSZuFvIdS3/W38yoBWvjyZ5gqKKRwWz3IUPyOLyU4hy31L6f0N8Z2L6Ud0WyR1zxyDHj/cFdwnRnvAQAX0mnmSCfZqr6b8ezi2td3OE/FRbd/KE5cLQT9i+oH+WKB6bd0m2ZhMQf/wAYP0Wsei/bxu7E0x/md+S9ajFBq8ZtIj1RrX31Nbfyx0D8fQdZzPdc1SwdZs5XrNyj1OSnROp+Xqm1/C/BbdB/+STgG4ykwzTe9p7nOHyKsiliYvBHr80ImZDyVLU3KrmROHi1s2U245TGElFvRWkYX7QxD7MrVDPeT85Riq9gAJyxyMfko/FpHB7LU+RNo9Dy/Dnr18xuncxYc1df2aVlAO3UAEdrYhxe7dTGtjE0WvHN7GfMtkj9FB/jF2GMtxDw7k1759nfJEXKjRo8VbjOVZtMgHYyZlRXBQb99QUF979QffHI7Q6Ft2cYCzG4LDVZEZfu1J592QtvDdMu8NBwqYXFYgRxNd4b6FxVW1rxM8IeHLSYtU465Ty7ykhPJi5gkzFtpH8SlOubj1V98UcL9kzdWqTWobEY0ji2mKOnH92GFT4z7SO9BaRX2kXg8HBtU+HaaR81Aqb8RzgJXszSssVrxDcNapw5TS58qq5hp1cbTJyutlhTjUhyTHssDmJSlbK0lK0LNrqAx579oDBYLcjdunt3YFVrcdSxGHptwz6mdmJbVqtpvpmm97yC1ri9tVsOplsk5ZW70ZY/aO9O2v2XtSmThqlOo91ZtLq3Uixpc1wexrBwIyulriRY6Lq+4cfHBptJccgcSuIuR800vUCmQie+iQyP3kjlXDg6kKtuLbDpj7M2nuvujUbnw+KZTfyGUg+5PMSvCjit5adZzPu9SpTmATmFp1Nh5DWIm63XyL8ZPwkcQGajFyRTOOec8wxGkrebo7gjRUKUbJBdlrQnc3/d6Y5HZ/Rri9oVi3A1qLmDUuafoF0lTaD6DQcVSqscbgZhw8z7hV/n74vFFyc6fxHhlnnLzatkGqVOpSkq22sIEQoP2X98dUOiQ0GziHA/+nSafd7voshu38TiHZaIIP8APUIHsL+uq1RzZ8fbgpTtUSp0SUp8WBVHp1bdKvXSlc5gkjbrbGBtHB7K2WQcRUqN8adIH0FN/wAz5cNehu1tjGiW0mu7xUcR/vCqSqfH94ZSw21lPgvxLqi7W5kKgLYU/wCwDs2TqJ9McdV6Td36LiXPq1O7IT/sot+a1P8AhTtapEtptPe931LvqobK+OjnCsLfYy94OvEfWFEWZ0Pw4dz/AMZ/DnSR7Aj64xa3TVsxlqGDrPcObCB71qZny8loN6Iccb1a9No4wZP+wqNO/GE8b85SXcm+BDNcdFzoM/MctCljtcxmo2/Tp1xgYvpyrEEU9ll3LM+mPM5jV/XFa1PocoNdIxoHgy/qC2f1ZNZHxJ/i0ZlZtQ/BjkylqX+VydVKtIIH0eqITf6j7Yo0+mnHR/8Ap1Np76tP/wBtD6z3q23opwckVMW9w8D83OPyQw+LT419fWhMbhDwTy96c+Ah0Ael3HnL4iqdMu1x/wAnDUWn/wBSof8Aa0KxT6LNlNu6tUPkz/4lfOZ++ONmJo6KxwFyy0qwUGMt09S7f8KlRHLG3frjNr9Mm8DjP7hvC33g+/WNVmn0c7EYZcajvEs+jVKY9H+LxVoshv8A2sQctznEFCJLDrREdR/fDTdObCgP4NQvjNq9Km9FSA/E0AO6k9xjuLq59wrI3B3dDpNKof8AOI9AwfNBX/D78YequNuyPH1naGhQTzOS25GU37JCdI/QjGVV6RduP7LscG+FGmR9Sr43O2IPhwsx/O781hL8BvxOM7Nt/wB8fiQ8ZQnTYJdzBNbQB22RJ6/QYxam/u0Lj7+++uVlJs+jFo4bdzZlIy3Ct8yXfMlQib8HfxP1x1cvNHje4o5lmK8pU0/OeJHfUt1/f6YxsRt7EVhDsfif9Yb8tVo0sJg6IinhaYHc0fks4nwLs/TNK6r4k+KD+uxUCspJ+pUojEjdv1GabQxN/wD+d30CidhcOSCcJTt/K1Tij/AVpTb6ZNQ8QnFJs3Js3NQlafulBvvvcYb/ABVlPaxWJce+s/8A+SkfRY4R1FMD+hv5K5qB8FDLNFDaf/Ej4jHgBtysyuMgn6JQLYsU99Syctav516n/wAlVq7KouN6VP8A0NP0V40D4U2XaS6XD4jPFVp1FemNnucyN/3QG1JA+gxpt6TarYOZ5Mcarz8yqztg0n3NKn/ob+StyB8OjJSY6o1b42+LStsFIQW5HE+uIS4PQ6ZIHTbFTFdKOKqQGi/MuP6+qJmwaQuGMj+hv5Kkc+/Cd8OVSlSZ7OXZlUkLACnKxKcqbyrdlPyVqcVbe1yeuOP2jtWhjHmtiKYznitrCmpQZ1dMwOQAHyUPhfCi4BMxE01WVaYimc1L/I+U/Y8wCwWGtWjULkXtfc4rUqez2HM2kJ/XupnbSxMZM1lN4Pws/DalVpHD/LMpW53hIT1HUeWwPe+LP3/DtEsZCjGIrk6qy6T8Orw9UyP8pE4b5GQi9yBRYi1dB++UFQ/XBt26BcSPAkewQubVOpUqY+Hv4dEJLv8AsnyO1I6KdTTWkFY6WNk2/lh/8RuBmfr7lRGg/VGYfge4EU1K2IPD7L8FlQ0LS1FQlLifQ+XcYB28Tv4QU7KNTTNZGIvgz4FR0tlPDLKbwbFhrgsqSlN+lii1r9sG3eesLtt4E/mmfRPEqQxvC7wfbfEiLknKMd7ogsU5lAAt20oH1xCd5K9+0fU/mgbhQTdGGfDnw5ivJdVkTLGsG91QGwFm9+wHph/8UYk9kPI805wgF0UXwMyAhOkZQy2hNwdIiJ7dOvpiFu8+KBtUPqnOG4wuRwgyYxYs5dpTCblY0t20q9gO2InbwVz8TyUwwsXiEi7wryqoDXT4zir3BKNVvpfp9sIbdrDS3ondhYSb/DDL+kIFMhkDYHlDV0/W2+B/b9XmfVO7BgIe5wuyyq16PCA76kfzwTdtV+Dig6gcAgs/hTkNKkLqFDpq1AaUqW0lZPcDffDHbuIA7LikzCNm6G/7IMmvkqYyhRVtkJsHmtNgBYW6n9cJ22sQdXfL8le6hnJbJZq8ZGQcqfMGu5sybQQ1+YSZrEb9TKdbx+kjd1sOBLnz4kfQFfHbt6MQ4kMDfL+61uzD8UHw/R3HosDirGzLKR+aPl5mTU1A+mqGw+m//vxCaeyaJ7dRv68S35K82jtfEWp0neVvcj6qsH/iIQK7qOWOBfiKzYTfS4rKi2kE+xmSGh+qMMd6dj0gS2qPIgfIH5hR/wCDdq1LVKcf1OH5n5FQureL/wAX2YWXEZC8NNfyw0vZJrubY0BNrdSzTo6nPT/zcYGL6R9i0ndmmKnebn/rcR/0rbwvR1jTZ1YU+5oJn0DfmqJr9M+IBxJWl2oVDgzkkrV5lJpz9Xfb9wucpW/vjGr9PNLDty4VgaPE6f5QB5LWodFNJxBxVVzuQgf+6T5z5Kq8x+A7xB8QUuMZ9485zmwH0kPRqe4iG0sHqAhsEJGPPtt9NWMxjCzrsoPIGfUmy7DZe4GBwzw9tIuI/idI9AFzw++Dhwcjx1wM2N1bMEJKVL0SJzqkLVe4JSFBJN7m5B7+uPmLbWxdk0H/AHqjSHWuPxEBxN5Ml0m/GIK9iwW38ZUHUPMU40Fh3WGsd6msD4SXhmgydUjLFJSgW2CF3v6fn3x1GzN5aFAHqmlp7lkYg4h1i7xVD8XclcMPCvnuoZO4X5UYo9PYjsSpwbBSuU6tAOolRNgElIA+uPvnoHr4j/C52pUMh7nHWYDTAE66gj+y8k3uoU620m4Y6hov430QKleIafWIgotOpkqmpeQsuvmUXCq432I2v12x7HsHaTdruayoLATHf/ZcptDYh2cTXDp4eCZw3XVyvm9MZK733YbXq+t0m+O027u9gMSwUcTRa8d8/MXWHgsfiQ7rG1C39cea2U4d5/MGQyzXco5Rr1OT+ZJjlhwp9lI2P3GPBd6OgHYWKaThnOoOPKHN9HXHkbLrsPvpj6XxAPHfY+oMey3xybmzgBIp0iZV8vJyqWxrc5kRLqL+oUgE/qBj5v3t+zlvLhe1s6o3EN5NMO/0mPOCV0eyuknZ9Zwp4ljqbjzEj2n3V95WofCrNMduoZOdyvWY6x5VNONrUPYp/MD9Rj573i2FvDst/V7RoPpkcwfY6Eea9EwOIwWJE4eoH+Bv6f2UzZyDSo9lGNEitj0SBt/98cTU2vWdxJWp9waLRfwT1ug0WETy24qr7AlAsrFY4yq/nZTtwQF/oVytEFCyhEFlYI8pbSNsVjiaxHFIMYOK+FMXKUOQ22hN7bqG2Bp1v47I+qAuQnjWVQ4rXJkpsdvKb2+4w4xPJM6iOIRRiiQ4tglpSld1K74j++OUjaI4okIZYaadQqOtKiRpbVdSCP4h2v1HqMVTiXOcRySFAhoJ4rhSrkeVwK73/wCuJWujRD1XclWyhRGnW4r0GGdUcTZLqu5FGQixU6hASPXriF1d06qTqmpYoZFlJ3HuRhy88UQYAknSFkgNNlN73vgWu4oXN5Jq42ws3WhpRA9j9rYN1QzYpWA70z/D0G4bjNKSPXt9N8G2qYQlpNyuTCb0alt6VeidhhdfFpQhnFclCEAaWQSO2nfEdSoXaI2i8JvzI5Kmwk83rpBIOIw+NVIGgLgrbQDyvmGz3vviQSUzmpMqkG5CipJ/iwcDigBOiwDjiNtAWb38pGIzrZMSdCsDUXEJXraLaelknrgcsFG2E3VKARqAW0PRWJGu5oHt5pqqeogAraI9Aoi/3xKgIlJuSitFnfMkdPN0wm20TWKDSKvDacU20n5t7oUAlSh9T0H3wAY86BOKgTFZW+lKl8iGgb+VwqcP1Udh9r4naf4ioi08oQ1bceMSplLevf8AaqXrc/U9MAasao3M5JFUwA6iEuH/ANRH9MM2pOimNMjvWseVvBH4dMrONSKdwpyiqQLEuyISHXLj1WsKUT3vfHq+N6VdqVhBqk+ZXMUd3MOwQ1mXyAWwdJ4X5PoqEopuVKZACT5Q1HQkJ9bC22OYqb14x/4/crQbs2k3gpZFy1CZbBEKJHt/6ISf5C2M+rt6sT23E+JRt2cwcB6J4in0tlCeYuO3a/ptiN+03k2UjcEOKUKKYtSUxY7MlfUEJ/zxWGNq8QjGHANyueQ6vyttxWEn3F/0GCdiJuSnNMBOEREEaFuOOXFiE7D/AFxSr1CSJ0U1FsXCZ1I0WgUmo12ryYNGo8NhUmVKkkBEdpAJUtSvQAYmwzH1qrcPSEucQAOZ5BO7KAXExFyV5wvFLxx4bcbeL+cMwZYrkc0mUlmJFLpDbklppARzADvuRcDH7C9Ce5P7H3Sw+xdpOaK7gXOE6ZnF2XXUTwXy1vZvK7EbXOPwrXdWwBoJGsCJ0+aqLJVLplFfdlu1cTfLy0IAFgPc9z749I2NuvRwbiaFyfQBV9pb3ffGhr+yB7lWYK9Ft5lFsdtOOk6l34hdY37RY6HNIgKQ0LNtKW8A5IfLg6lLmnv7dcc5j39WYIW7hYqttdbU5YqEOTTEstvJebeJdutwqI/4cYJxLGiTZZuKovNSeSntKlw6ORMbeahvi5SpC7K/UG98UcVjPvLOqecze+/zVKvg3B4eBdV9njijUVpcguVuqSColWkynCE7W/i64ztjbp4F1c1GUWA/0i/suopYmq2kHVHE+JP5qBZV4p1PLTsuQ3mCvsSVLC0lEpy1h2te2Os2tubs/FNFOthWPHexuvPTks773VBzsqFp7iVOJHis4lstobpufK+y2joCpKr/AF1A44nFdAe7eIB6zAMvyBHyIWpQ34x1CAMS4+acx/Grx0ptiznFmWn0lQGHAf0CTjnX/ZQ3Ordqphi0/wAlRw/P3Vg9KO0GG1SfFoP5KZ5f+IpxSpspr+8uWcm5pig+YsJchvEexBWi/Xqm2Of2r9hXdzFsJ2fiqtB/DMRUb52aR5T5Im9Nu0aJBrUmVG90tP1+i2hyf8Qfg5X3mI+YqNmzJS1WCnZDKZLKDfclTJKgPcpx89b3fYa3pwFN1TAVKWJA4NJa8+TgB/1Lt9jdOGy8S5rKzH0ieYDh7QfZbl5QzrkvPlO/GcnZmomZKerYvQn0uhPsoDdJ36KAOPkvefc3a2xa33bauHdReODmkfOxHeCV6ts7amGxlPrsJUD28SDMePL0U1CWgLKdUVDtjlvJaKSWokgJUEov0OFKZYl9KAe1j+6dzhSSkvkyCblCFk97m/8ALB9pJfLfFhdSk9iNxgA46JLBa0/mSUC/TpfEknTimLQsUvkqAWtvbqCbfrbDg8Cn7lyoouV6Wx38qv6XwWa6SSEjzEDmJA79b4ZxKaF8pwbpL+kX1WxGWlJNFyCNkLbt7nfDhvNMHBJc10puvl6BvuR/TBABM3VN1OL0ghDQHsL/AMsGJ4KN2qRXJ0i64zDo9VIt/wBcIt71I13IJk9LCg4p1DSED+FWw+l8CTCF08UNXLStJ+SQmQu42BFh7nEweOJUbieCZuNFw6pcjV/6SPIB7X6nEpqMQAOSClxkpLbQU0kb6Qe+EXk6lEA1C330myjfT0t0Vf6YFEhbklLN1kJaR0uvC7Ojk4XH4m2oDdtQ/iKb3wLY4Ky2OKlzNVgA6GqVLcv3vpH88X62BxDfiGXyVJlemJ4+qcpl3Fj/ALv/APJZH6bYhDOZlODNyIXBa5pGt+oPA76UkpBw7W/yoXP5ImxDYA1fJXN+ridR/nhnOAsSjDhwT9LwaJS4hko/gsB/TFUtPMqVr7RZYmTEKgREWu21hcDDtD4sUMN1KWMslnSIjMcdL6bnrsbnDOYTclGGgiwXUN8Xni9XcicHciZLplcchxMyVJ9NTYbsFTIzCUFLVx+4VrursbAY+k/swYDBO21Vx2Mbm6hgLB/O45fYLid/TV+5No0zBqOIP9IAPzsvNFXKcme0/Upl0SiklKxcaTbYA9sfWO9dI4pxxNaoWvOkHTl6LhtkYltACi1st48fmobQeJeYaC6I/wCLVKnyUgpDjbxCXB2NjcA+2OEwHSFj9nHI97h3i4McwdO/2XT4vdjA4uC6mD7fJXNTuOecW2rLqsWei2/OatcfVNsd3gPtCYtjR1rmuHMiFzuJ6JMC+chLSeR/NSBnjZmSUkOtRKTIavYqbcUCD/3643anS7+0PhAHgQo8L0dswk5ahPiPqFcWUPErVKUGeZIlUhYGkOKQpSB9wf8ALHd7P3s2ZVcKeLeW+Vp8R+S5zae7e0acuwzGv5Qb+hsrxpPHGTXG1OtZiTVRbqhwEp/ncY9O2dszZmIpA0Hh4/lM+HevP9o7c2hhqp62llHCRCORc6GUsJfqBdUbE6j/AFv0xrYfZmEZOQZT3ys3/ENapAqEEHkpc1KjOtokIdK2yDdTar/Y4rYh/J30Wi2oA3ORbuv+aHuzm2yUILyvfa2JKL33zOt4qhi6lOcrNfBMHp37NPQknEn35rG3KqDDF74hMFPkHXqB9bY1NlbRDnFvEKPaGDysB5orHmKQEgAJJ2J2/rjYrOa4ybrFpAiAVJstZ0zZkOvx80ZJr1Ty5Xmtw/GVbmp/gdSfK4g/wqBH9cYW39hbM2zg3bO2xSFag78Lvwnm06tPIthWaFfGYXEjGbPeadUfiH15+c967ffDT43cr8VjAyTn9VJyZxJXZphSl8uHWF22DC1GzbpJH7JR3/dJ6D8zemz7GuO2O5+0t3nnEYPUiJqUx/NHxD+YDxAX0luX00YfFgYbagFGsPxaMcf/AGk8jAHArfFZkocU3KYUwoEghQIUCO1sfFWP2LicM4trNiO5e10sSx4lpXyHGgTcn6E4zOKnBTvWSm6B5tu+FMm6SRdc0p86E3774lGlkk2VNZClaUpwEFOVj80FqKm0t29B1wUGO9Mk1PkrUkaSQPXDX1KSwMt1N7obCfbe/wDphEnUJJJUtRUA3ygfQm/88G02ShMDzXVKW8pCSFeVIOxH+uHD7qJ1OVkt9KEmzbZJ6bHbD5iUWWBZJOz227qdcCD3AJucJwBCBwOpQpdQdeWGELQk+ivzW+mBaGzqiaIusFCwSpzUpV73UBggeSc96bl5BOkpbSR3IH+mDY291A8xomt4ynCtxDer1O3/AEw1QAaJMPNMpb8Y3DOlRPbmC/0AxO3D1iJDT6H8kT6tJhhxhN2YFZlajGy/XJOr8pZjLdv+gOLP7OxA+JseMD5kIX1mcPkfyXDmSc9uKHJyLnpxxXQqpMgC33TiN1It+JzR/maPmUmOzfCCfI/klVcOuJpCUo4eZyVte6oK0bfQgYgLqTdKrPNzfzVprHxdp9D+SoGHnDiRIQwqkeJYZkiKIKl1DLzDqVI9TYEnH664jYe7FUu+9bLDT3VDK+Iqe3tp0xFHGvPiLe6tSnjiSuC3Ob4gZAzA2kjmqTQCgW/is05qP/xGOB2h0ZbkYp5DsHUp+FWD7hdFh999v0WjJiWvHfTB95Hsp0hGekobUzMyFWAUg3YckRFK27B1Kt8cnifs8bo1bUzWpeJY75LXZ0s7ZYO2ylUHcHt+a5LuZmCDOyXXHkW3XEltPp+wuk45TGfZY2bU/wDKY8Duc0j3Wvhumuu0/vsJI/ldI90o3XYbIUJNLzFAWPzB+EoW+4vf645THfZN2kL4XE0nj+oj5rbw3TZgTatSqN/yg/JOkV+DICVRZ0NxdxdK1FtX3uOuOH2r9mjeah8NLN4EH6rpMH0rbDq//eg8jI+iAZ3zqnIOUK7nvNFQhUvLFNjqlPv81Krp7JSe6lHygeuOHrdEe26eJZhalBwc8wLWn+y6zC707PqsNSnWaWgSYIt5aryFeLrxJ5g8SfGepZqzBOLWX6WlUSBFCrtwmibhtPqojTc+ox9obn7s7O3YwfUUiC8fE7+J3E+HJef7U2lXx8PjXQd391pjX8zyKgtTUclMJOyUX6jGBtfbxxTy5hV/A7Laxt1BpxbkJs8LgdMZtTEh7YeJC2KNMs+DVRyQ9LYbU21IW4yf+LcDHB7Z2BTdej6LpMHjSPish8OuTqZvEkOpTe5so3GPO8QzE4Nwdh3Ed0wtmm5j/jEqe0binKYUETFsyRexUU2UfqOmN/ZXSPii00w/tjgdf7qtW2SyQeH64KzaNnmiTVtKkstt3/fQbK/XqMeqbF6VagM1RlIPAkeveufxOwGuImHNPMCyt7KWdFsJIo1bkOug7x5ay4hxPtfcHoNse+bl9NtWpUFOlUJ5tcZB9dPEei833h6PMJVpnrRldwIsfax8FsplHiTT5bjUKWyqlSl9Atd21qt0Cun64+k9i7/bP2hlp16eSobQfoeXLjC8P2puXj9ntNTDvzMF5EiP6hPrwlXA3JaqYAZS24R+8TYD9euL22sA2ix2UfmsvY+MNdwAOmqfMUaW62V6W+X1uTjmKVRrgG1AV09TDvBzMITGVE+XQohdnB02tf6A46XDYRoOdkiVmVKjoh3lwSTM1YSbsreV20/5DHT06b9Q4LmKlZvFjp7kbp2YZSNDTkBK2RsoEAKKR1N8cxtnDU5LhUh3JdTsXF1i0NNLs+/mF9WkUma2pTL8cbElJI3+32xg4Da2KovgOsPFa9XB4auCKjQt1/Dj4/s9cKfw/JHFhc/iPw1SA0xLdJeqNGR0GlZOp9kdNCjrSLaSemOQ326Lth7fa6t1QbVOo0a7zGh9k2zK+1tlnNgqhcwfhN48OQ7l3C5W4l8NM+0aDmTKmZafNpMkBbMht3mNK/4SbXSoW3SoAg9cfGu+H2Wsz3jZ5LX8WuF/+x+S9F2R00spHq9osy9458iFMy28W1SI3y0xj+Jp0EH32x8y70dEW2tluPXUjl5wYXr2x97dn45ubD1ATylD3ZDzFlracCT6KCj9LY82rYepSJa8EHwXRB4NwmArLCrlCVg9PMjEUkG6kylLCUSLlaFJ9k2xIDOiYiEr8w6QgWWlAva6Tb7YR5IZCRWt1SiQ4gD6f5YQYDaUxcEkpd0nWpoK9bHbB5ISzcl8H0pBWl8r9fLt/PCMcE0OSCnHHiospaKrW1WtgZSMgLBSXdJU6+XF+hOwwkznWSDpR+fQ2FetrYAUpN0g+EwcLwGlpwJSdzvc/bAhgaUaRU4uxKtK7JPbdR/1xZpET2jb38lDWFrLfJvhtwupnCSLnjhTlSNx7zIUNGYJcoq/C7putTkBspX5VeXSfre2LVXbVR7+ow5FFvOASeQBNpKrigAzPGc+3pqtX5HEDivLqMGiUFGWspzJKiiOzR6ZAhaiL3TrIKknt5lA4gxGGcCRiarjzlzh8oUjKrh/y4E8AG/SfdR1+P4g8xjMqEZg4kVd2ki9RZaqrpXFTa9y024CU27pBHviszB4AtzDIAfC/qPyUxfUOmY+v5qITci8XnouXqnKi5nqNLqqw1T5btQLkaSvsgOlwoC9raVEHtbErsJSkgOZI1iPlEpNBeQCCZ01I9Sh0XgrxardXq1Eb4c16RXoRSZUN4IQ+yk9F8tagooP8YBT74PK2mwPdUa0HvmfSVM5gLsoZJHCBPzXmazr4Y/HHw4qGdIlN4OZo4gUTL0NdQqFcy9ND8NuKlQBe3KVJG4URa4G52F8feeA+1HszEQRUawGwFSGknkLQT4Lyp/RVVpS1zc3e0E2F5PJWXlfgj8WGhQadmDL/hw43xKa+yiTHfUyl1LzSkhSVpOuxBBBBHUEHHoGF6ZNnVqc1K9DwLxI8REg+K47F7hUHvzdW6DxDZnwOh8lZsDjd8V/IK1R65wD4ouxwQVpm5SdfSj0IU3f+Rxt7P312VX7XW045tqM/NYON3GaPgc8dzmO/JGj8Tjjrw5SY3GfLFd4dqcBKPnaA5HQVf8AAH7W6dBjoK+3tiNpmo53o4O+RK59+52NDg2iZHLKf+6Jw/jKZUhqYalSK1UnigofQI6m0pPVLg0KV+lrYz6W8+yM2QOdm1uxzjHp6I6m4O04kMGvBzR7z+vFOpvxwcnUimz4p4YOZ7qZQkwnFoMVhB6KDwXdSuxBTb7Yo43eXBNdmo9ZHcx0/IAK9hej7aD/APmloHKW+8Ez4cV1YeK/4lXE/wARtBjZMdpVA4a5a565TzFHCrzVX8uu+wCRcWH1xxe3+kzqewMwkauEnysInmvQN2ejZtJxquAd3RA9eK65Hq8XWvl2ErRHuVqJJ1OKP7yj3OPFtob4jEnICGtHA6/mT5L0qlsIs7bhJ08B+SEuVJek8s2A9ScYR3ig/unLQbs7g5BZtdDabKUD679cQ4nfVrG9qAVOzZX8OijUnMKBcpWPpjk9o9JWHE9oK7R2MbFA3a0pw32I9ccbiukZlQ6SFpN2YAkBUNR1JOleOZxW1MPiSXUjlePVXKdJ7Rl4J1HzBKjLv5kkehvgsHvni8N+7qiY801TAMeZbZTSk8QpkZaFiUG1pIKdQtf79sdfsvpBpOeHtf1bwqdTAOAyxIKv3KfF9ua43FqS2LnyFK1eVYPoce3btdNuIwrA2tD2G2vyK5PaG51Gs4lktPsr/omdBECV03MdTpSFWAAc1pSfcKuLY+gt1OmujVAZRrlgPAwQPIrzvbXR80uzVqMnmLFbGZPzlnpWkR6xQ60yUnShSdKlHsLJ/rbHrmA3+Lhlc9r542C5DE7ltY4OGZgHO8qwJ+c63Npjr9ay8tiSwQHVpXfUg7ahtjosLv27BuDHXYe9Yrt0uvJJcJHcg0DiXkh/Sw5UFwnx2fSWx9idsddgt4MHinDPVDXcjZZOMwlXDNI6ouaOI0UpTm/LMhpNqtD5BOnWh0Hb6X643nbMoVG5usDp8Fiu3ieHZDTLTxsZ9wETar2TA3rZnRlD+NYvjnsThcZfLp3D8lp4HE4AQc1xzmVE6tmihuPOMRa7FYdVcJAQFBX3titg6dVpyuafX+61MTtKhEsfEeNvZEeH3Ejijwxq8iuZCzbGkRnFa5lNdQfl5Y6/tG9rK9Fpsoe+NbE16T2jrqZBGhlYeK2WMYwukGeIXZBwX8Z7ebHGoUSpzsp5wSLuUuUu3NPcsq6OI77bjuBjA2g2iW5a7czef0K5KpuxXoPlpLe8f2W5dE8TskKbYrbMaQbbrA3P3GPMdt9Em7m1Gk1KIE8RZdFgd7tvYAjJVLmjnf53VnUvjnkmfyhOcepoWrSHE+dAPooHp9ceB70fY7o1Qauyq0dx+h09V6Lsbp7ezsbRokd7YPqNfdWjTaxRa0nXRatDnCwP7NVyPtj5g326DdvbD7eJoks5gSPUL2HdrpA2ZtT/AMtVBPLiEaCQwCouobPcnb+ePIKuGcww9sFdq2o0mxTVyrxtQQ1eSvppa838+mGbRf8AFFkjGpSanHXzqWuNET3udR+noP54MwB2lGRxCzQ5EbSDzW3yB1I6nDWOgSa88Ui9UVOL8iY6UAb22/6YjNJyIvBTZT7q07hBO/Qg3++DFM8UszUzfdZPmUEhY6C1yThm0iDqgLuQQ1xejU44kNp63N8M8RqkHO4IQqoteYsui+9iTthw5pRZSuIeY6zSJzdVotYn0upI/JJhPrZcR9FoIP2wnBhblIkFOWk3J0U0kca851hHJzzTskcS4xGgmuUpBlKT2/3tjlvE+5Ufvg6L3Ux+5c5vdII9HSgfTB+KD4i/qIQdde4VTCh6VkPM+Tn07JfolYRIba/5WZKAoD2DuJjiat8wY7xaQT6W9lV+7tOoPkZ/3fRDVQchTI0qn0DilUaNTJHmfi1mlyWWXVXv+0EZTzSyD+8U4bM2Q6pTIji0hx9wP7ogG8xfgQfob+iTrGWq5mNinxJPFHJ2b4MNHLipkZmAEVH8LaJJQtCdugAG3TENB2HpkuZLCf5dfSVazWDTBH9QHzheMam/E58Q8VD7UjMrklp1SlvNqty3FEWJKCm242O3TbHm5xtQkOOq9J/ZeBiGuIHhPdxW3mSP7QD49smZepWUKVxqzXHytAiNwYdPX8u8xFjoTpS02hxs6UJACQkHYWA6YapiGveXvbJNyZMkqvS3XwzAGUK7mtGg4Dy4K+Mv/wBpT8blPaQ3Wcz5bzA3YIV87l2E4pQ91BIJOJvvjBfKf9RULd1HG7cQT5Nj5LDiL8d+bx9pMOiceeCnDLiHDYUhTaH6SlppYSb2cbTcKvYelxseuNTZe9GJwT+twlR9Nw4gqU7m16jYe9r28REeSkPBv4xHATJHFnNHF/PPg74AcVXK3Cap0yl1aksxI7KmtPLfjCOwCy4lA5ZsClSdiLpCsamy+kjaODZlw2MqMdM5szi68yCSYgm/P0Cx9q9G9bE5ZoscB+HI0NvEGwBDgBrxlbBVj4yngPzxLdOY/ADwNbiuLvy2eSeULdAXI++Ohw3TVt5txtCpPeT9CFjVuiqoNcIzylQCt+Lr4SfElq1Y8HuUqA+d0rhtxgUg9QNBQcbbOnneEwH4ovA5x9QT7qmej19G7cPl8CVCI2Xvg1ZqmTalUsi51p8dMV4xoFOqJjIkyFNkN63ApZbCVEKIKd7Wv3xaxPThtF1MgMpPebS5gdHlafGRCKluxUbUa1we0cYNyPGDHjBUh4G+FP4H+fcgLY46cSfEHwp4poEpWqntqqVKfAcIY5b7YK0qU2UEpWgBKgoaiCCdTA9NIoN6qps/D15AuQ5rpNzYOItw7lkbT2NjXVpp1atNsmIDHiOEyA6ecAwdDCh+ZvhR/C1zfGdqHDfxxZ/oMdRISmq0ZSktG2wUShJv6jt174hx3STu/irYzZOSeNOs9vzn3VjDYDatJstryP56V/OHA+y1vzH8F3g862mVkTx08Oaw04AWm5kEtOb9lDWLH2NsZLm7n1hmFLEUz/Wxw9cisUtpbSb/AMzIfAOH5qBz/ghZ8bomY8x03xL8CFUWnw35JkTJK2kyVo/Kw3oCyXVnYDp6kYx9pYXdiiwllauX8GhjXHxN2iBx4rXwuNxdYhrGNtqSXNAH+k3PKPNWllb+zZeNvPfBXJPHTIuf/D7m7KGYIvzVM+UzB5nQCUqQoKSChxKgUqQoBQIIIxrUt39zywU621alKvqQ7DkgA97XlY7dv7QNR3V4ZtSmCRIqtk/5XAEea1Y4i/A7+I9w5Lxm8C5OYYqD/i0mczJSR9Eqv/LF4bh7MqtAwm2KFQcniow+4I91PS3kfJFTC1GHwa7/AGk+q1jzh8O3xhZFoorWY+COb4qOcWCw22Hn0G19RaSSoI7aiLX2xFX6Lg5n/hsVTfU/hDreTiAJ7tfRXMPvAxwzFrgO8GfTXziFrTL4U8UaZX6XlSbkTOMXMs59EaFT1U97nzXlK0pQ03putRJAAFye2OWbuRtttdtBlFxc6dCCLCSS4GAALkmIGq0f2nherNRzgAL3srbo3BfxVwVSjG4O8VpTURZZeCqJJIaUnqknR2sfpvjt91txd68TT6/B0RVp8xUpadxz+6xtp7y7MwzgzFVgwuFg6RI8wisfOuccvyfl8zZfzDliYklKg9GdZUk/e1sdu3Y+9GEZBo1qLhwiR4yM0+Siw+0NmYsyxzKg5hzT9VPqPxjzDBLhp+a5b7S0FDjUh3mpWD/wq6W26Yp4fpM2/s6pmxLi5vIi3sArFfdbZmIbFIQfH6IwzxUk1R4pluQVvq2JI080+hx69sPp6fiqeUgOI4aFcLtTcMUHEkkSllZkjOa0ro0UaTsW1X3x11Dpcpv+Ox8x6xKz37n1Wk5bhNJuaVtoAjsOokL2GlwgN+9sWsX0g4x7AKNQgeJCgp7vUmu/fsF+5Mmc0RoCmnJjtRnShuVIfVdP0N8ZWB6aThzOIr9rx/utbEbm0yMlOj42HzU6p/FSepLX4dXJAIHlTIQFlH/uFjj1XAfaBe5gzvDh3j+64nEdGuFDi9lMtd3OhHxxbraXGTMZgTlIIUhbThbWhQ7pPUH3BB3x02C6a8G+7mNdzvHkqFbceuQGdY4DvAPy+eq2LyX426lSUNQc4Q6lU4oAQmSgpW80PcpI1j3O/wBcXcX0rbHNPMJpkeY9Vj0+j7HdblJDx4wfTitysjceqbmunJqmWa/DrdPO6ihY1N+y0HdJHSxx1Oxt+MJiWtNCoD5hYWN3Jhx6xkEd2is2JxinU9xtyHOm06Qk3CmnFDce/bHT/f8AMIcAQeYBXN1t0aLjexHEWPqFceW/G3mjLzzDecIzOcaIkgFS1EPoHoCLaj9ceJ739B+722Jd1XUvPFmhPeNPSO9dvsneDa+BI6ur1rR+F8+gcDPrPJbl5P8AF9wXzlGiopVejwKmu2qFJ0suJV/CCrZX2x4MfsjudVcXYns8wPpC6nFdMDqTAHYZwdxuI8uEeSvGk1uRXVMSocBp6E4d1Ca1qQLbHRe9satP7LOyaYPW4l0j+U/PT3WFV6bMSQC3Dj/WJ9P7IpHkplMy0KpdVhzGgSGnUj9skfvIV0P0xLjfsr7NyjqcSb8YkDxQYfpurBxFTDnyI9rfNROJnjKMwuNGrQoEhJKVNSlpaII9zsf1x4/vj9m3beywX4cdczmIJ9NV3GwOljZmNIY89U48H29/h/VlIZKizB/Elr0QD0dCgUn/AN17d8eeYTok2/VZnZhnEDW0ey6vEb37OpnK+u3yM+4QNcsW1NKUE33UBf8AnjjcTsLGUqhpvpkEd301W9RxdN7Q5pkHxTNUhax5XlLHa4xTOza5tkJ8lL1zYmfcIfJcBFy2E39EWv8ApiN2y6zLuYY8CjGLpmwN/FBnHFNpNuV9FHpiq5oBhE2qSJsmgffBSpDIWPZOGJjSymy800VOaKbLbUXCbWtb+uHDwoXCEPdmcxZuVpB7C2JXA8U7SZsg7ziFBKRJS2B2tf8AriMVO4qddd3HL4CvhJyjw/ztmvKfHDjtlerU/LNUrcOJWI0GaiQ/EjKeLKy22kEeWylNqUEi5O2+PB3dIuHIaKuCY3NYFtSpqSBN5BiRYR8l7zhN2XPeGtrOImLtYfyPqF5RMrxo+ZczZdywHGKc5UZ8aCJLqLojl11KNZA3KU69RA62tjpnUQAXE2C5GptXJIyr0hZr/s2XGCkSEopHiu8OtUQ6tTURc+n1CD82sXJQgkKBVYE2H064yKO++wHAZ3VWz3UzB/1AldGdjYsjM0U3DvDh3rXWV8BrxNCo1ek0Hi34YMxVaCoIkRmszSIzyCo2QNDzKfzHYWvvt1whvbu6TlOKqNPfRmfR6mZsjaDQD1DD/wDkLfmAqkz58GjxxcPcrVXOlRydlGp5ahsOSZD8CucwpaQ3zCtKVIFwUAqHZViOu2E3bWx6jM9HEEmYvSe2+mtwPE6KzToY8n/ki3Ko12nnPkuqt0SER1S089yONioKB7++LvUdrLxVattV1IBxuFgmXIeCXUtVDlqA0qLGxB6H3GLo3exT256dMlvcD+ShG9NIfEfl+aLUz8amTY0OnxaxMnOq0NNMxHHHHFdbJSkEk7dB6YgGyMQ1waGkE+SuN3hoxNyPCfkpipziDQ5T0WZBzZSprSQp1p6JJaW2D+XUkp2vva/vi1U3c2g2T1LrctPUGFF/iLZz2yXtg939lPadxszXS6TQ4SK48ltplxNucUFThcUTe5F1Dy/0xmChiqTi5zHAeBViNn1gCwtPOIHFSeN4jc+R0rSitSFWT1DoVp7H3wH7RqA3QfsLCOMCPVSGneJ7PcNBRIn1B9ANyFb2v3xINpPNhxUT93MNKncHxW5pgR40tyZU4kd3WpKkam0OKBsSLEb+p64tt21VAyzosyvudgnuL3AEnjAv5qc0zx1cQqYU/K57zVHbSduVVJCBb/5YIberaFQO3AwjjLAB81adL+IVxBLSVO5/zPzNIF1VN43HobqNxizT3ncywt5KrW6PqcyApTQfH3nKn5oytnGJmSA9m+kyTMpFQlNtvP0x+xAeYWpN0ODUbKBuDv2xafve91J1AuIY4QQNHA6gidFWqbhEPDhdwve8Rxvx7wtmeDnxZfEhwSpuaKBw94lsKpFYnrq1QjViHHqqVS1izjjSn0qW1rAGoJUEk72BuTHQ29RaxlMNAa0QI7PrET5qpj9x8TUqmq6o7M65vMnzmPJPM1/Ex4j8TWfl+IuQvD9nZpSFIUqfk+KVOA+q02II9sdJhN/sTQblo13tHIPd+awMR0cSc72hx72s/wDiFp9xHd4CcWIrv4nwZ4ZZTnLUCqRQGlw1D7Bwp/ljaZ0qbRNqldzxycQ4HxkT6FDS3M6r4WR4S32kha1zvDNwhmlb1Izpm+gkqulGlt9AN+yjY4hZvng3vz1cO3P/ABNc5p9Jgq8dl4rLlaTHIgFbk8FMpeGLhxlDKtJzVw0a4yZkTU35GYanVag7EXNgqIDcaEholMdaEpvzVatSlKBTptbef0rYxtRgwzxSpMGgAcXOkkueSO1rAbYALHq7siKgezM53MubAgWAabGZ7WqsTipkzwGZ2YSnI3CPi7w0mAW1t16PLbN++lSUn+eOlZ0z4l4/8U2mSf4WlvyNli0t1sSw/unPjkXZvm1aI5r8LlGecfXlDPCuUb8puoMBtXXa6kX/AFxzmK3o2XirVaORx4tcT7GJXQ0KOKpkEukcoj3CqpHhX4omYs0it5XsOmuSd/b8uLWzt5qGEIAruLORbCDFYMVhDmQ7mDdSlXh14wtwi6/Cy5U3W0n9nHnJCnLDqAbY7WhvjsmoQTWLO/KYCyhgq7AQaebzurnzD4M4kAyqbE4n0adV24sR9TiobggvOONhTrTbwuSttStJukBVrpPbEmD382XjK5pYgOZTl/azXMEgGOAPCDoq9XBYmizO0B1Ts9mLXvY6yBHitapPDDjBw/r0iVQKVmSHJZVpROpo1tSE39tlpNuih+mGobS/Z1f7xsLGtY7vdr/UDY/q6nNNmKp5cdR08/RXnk3xF5uo5ap/FDKVXihNkmoxoiygD/1G9yn3IuMfTu4H2iHPIw+2mBp/ja4OYfG0jwFl5vt/o+GU1MG+f5bB3pxC28y/U6TnilN1LLtUjVGOsfmbWCCPQjsfbrj6iwm1qGJpipScC03kGR6j9cF5LicNUpEteL+CC1KgVWG78xHDqXUquCAQQexGLRcRBaq3XhzYforVyF4neImQXGocmfJlRkWACzva/pg24giz9Fg4/dujU7TDC3cyB8QqRSw2ipgvRyLOsuXKT9D2OI8Rg8NXALmweYXLP2TWoH926x4FWZG4/wDhv4kTZL01uBT6hIJLrUgeUL/iSq9j+gOLeExuNoCA+W/MKhWwDhJDIPqFb2Xs8cOaZl6flqPm9MigSGlNojvvFSGrjbQogkfS+B2hi3VXitl7c6jiqFHDFoLSLH0UUy7nHJ2UWhEl59XLpAJTyFvXDe/5m1jdP/LuMVsRhcNiD1j8M0v55QZ8RHvqr1OtimDLTe4N5SR6X9lf3h5odK4u53n0ej8QUIorafmXFPuFTgQTYIbHdR/THF73vwGAwf3mpg2uMwAGtieZtoum3cwuNxeIGHGIc1ouSXE90ATqZ8tVIfFTMy7w5y/MjZUrrTFUp01cZKmlJcdkatITzb3Gm6xb0IOMbcnZGD2lVb99wrSyqBYtgA30iCNFsbzY+rgmluFruDqc/ik8InUGFX9Xzlw7iCgZYVWeTxG5LYnsqSSypakghRV0Rq7Dpf0x470jfZ0fi21do7HpEUrlul+ccbLsN1elymwswmOd+8FnH80DrckUSDLqlUZqCYbBQHS0ypZTqIHT7jfHzPu10T7V2hj2YM08ocYzGAPfX0XsG0t7MNh8M7Eh8gCbX+SZ1OvZbZdQ3GNUdSpAXqUpHmJ9N8fSNP7JmEeP3leD4E/kvIqvTm7MRToOIH8w/JCV5koMVyHIdYkyYanNJSpYCSf4VqQQpN/Xth6/2Q6L2FtHF9o6GJg84i/gnw/TvBBqYYkDhI+YhB5VYpSpDrZblAAlQBF9ifXvjOZ9kGuPhxQ9CPa61mdOeGI/5RH68ZWzPFNVfoXhz4yUPMVKqtVDWUMwSIj8tuQllThp8jW8yXgQ24UrcUWx0N0pVpGnH4rYei5tQOYNS3/cO8r9JcER14I5r887hGyiRxc4Wx16A2rMVLQorAKd5TXUHa31x9DgSDK8HxZgEhfpQTOBUXIlbrURrJ0KsNP1CVKjKp1VllpKeYEqbOhXlcNyoaEFFh1ugg/P7MMAA6kxhtrlI4nUzfxhe2jEOcJzcuA5BRHOFNp+U6tDqFa4C8S83U5qE2XXqbRzU5HlBUeadN1KbUkDylRUlwGySMGcNinDJTpBw5ZgI9SJCNpAt1gBPMx6D9XWqWduOGVMlcAuNeUsvUTiTwxjP5Sr0w02q0uoNeZUZSlCI/8AtELF3UktkN2KiUqTYJNb7hiDVpipQyS4aAFuo5G3mFfotAqdcSCRPkMrv+68Hk9xx7L8hZIJWorvfVckqN9+v1OPeabgaxI5ryPaRPVgH+H9FTxVI1x6QGJzUVAp8XUhYsb8pJNr+5v98fZfRZsetV2LQqU3mDmNh/MbLx7eHHsZi3Mc2YDeP8oW6XhV8PPi1m8R+HvFDgLwS4s5urWXK1CrkOdAo8gxkLZeSuy3iEoKVJCkkarEKI741t+27HZsytgtr4inTbVY5vbc3MSRaGglxIMG17Squxxja9dtTZ9J7yCCMrXEWPPgvezQ+GtDzrCCs85QlVWpOoQ26/MpUdlmpNOkr2QAPO2VFIQ4UuotYXFln8rsNSfhh1N7WBzG8cYtE66L62fi6jndbmub3EnwPeLhagSfDZwgy25RIEjhLw1z+ibVFPIpFbo0J2ofhyyY6zGamtc1WlwoKmWy6tXmIVe2LDNu4nDODcPiHU3O/nIDuECc4HkRPHWEsRhKFYZ6lJpj+Ua68OMc1rrmHgV4D6lW36Cvwt+GniZUXoklbTmX6cIYkltelbL6AtEqJLCPKFhHKJSSsIUBq1cJv3vASadDEVHwIh0e4LJPc4HSIHFUa272zj230mjvvy7nQULk/Df+HpxGly38meDyuohNKYbkuRZkyGzDeLYUr9q6tGojUUqQNhYKQd9OLh3329m/eZeA7TGHTutJ748VUO72AaAcpHg9w+Ux4KCj4L/hWkZpzBlus8NeJVDyoiOqRTUxatIbU28sEk8xYW1qOlKLA6VaQo6CbYt0d8NpNc6o+lSfNr0mj/afok/YuFcxoa+o3iP3hOvcWlVk98BfwuZmeWzlLidxuy9U3HVJYp0hyEpT7SkhSUtKUshxSLLS4CQ4DbyEEEr/AB42Yr4WnJ73NHsSAPdM7YGWMld4Hk71sLrTrOHwWeElCrCaI3x7z7laovONKZj5gocdpwMqNi4VagLEglN9IUOl97THfenmipg8p/lqEj5JHYNUjM3EkjvYP/kodJ+CO69Tn107xEU1zMjLmhukv0VTUhSdRBKwVDSb9txewBJIOLdDe7Bv7P3WpJ4h4geRaD7p6uysYy/XtjvY6/hc/RBeHXwM+MPEuLXJOUvEVwifqMB9cV2K7FnMqMhIJUyhxQ0uOC26Unbp1GLDN59iNlmIZXaeeSlB8JcDHedVWdhNptOanUpEHm50/K3hwTVPwKPHaipz6TS8w8Iqy9FWtL6ImarOs2PlJQpOwUCi97aSogjYnD4bb27z5IxLgBzpO+YMW4+yd37VbEMa6f5x9Vq5m74fPjCyOmYKjRKa4hp15Fm66wsqU0SFAkHZKiFhJ6EpIuDtir+3NlOdFPFCY/hNvaFYfh9pNMPoT5t/NQTLng78a+aKjUqflfg5n6uz4r/IkMQ1NPFknVpNkquUK0Gytwdt98aOHqYer2m12AcySPoq9V2Jpjt4Y+iKRvCb45kIqr9O4J8VqomDJ+TmGFG54ju3CQF6CbAkgBXQna99sXqOGpuEjEU/NxB8pCrYjEVAYfhXf6VFKpw88XeVityucJONVGbaXy1rk0GQlAUDY2NrHe3TbceuLRwlZjcwqMIPKow/JxWbUxVB+tF3+l35KKyM38X6E03JqlLzbT2FEaXZFOcCO371iO4/p12wPV1wJEGf5hPoo31sIZLhHr+Syj8dc/NKSyhyU66oKOn5JZUQNyem4sL4OnSxhcGimfRVj90IzBwRJzxG5thrY56kRkFFwHmygr7Epvba4PbDYj71Qjr6ZbPMFBSo4SrPVuB8EdheKeuJQG30U1xPQWWRgXbTd8Vz8kztm01KYPiymNIDbtMpMtsIWhJLhChfuN+o7XxINqnLNgCoX7KYRb5p9L8SdJqa0/O0SNo0hJCHL32974lo7aLZMqJ2ypSlC47ZYo8s1Gm0t2mTbbqQ4EhZ/wCIWsem998dzup0qbZ2PUFTZ1dze4wW+EHgsPa25uDxYyYmnI56H1Cumh+LXJFScRCzNCdpSjsJKRra+9rkfXfH2t0e/bFwNeMPt5nU1DEOEmmfqDx4BeFby9CuJpO63Z7+sbxBMEeXH8lNpGdOH+ZUNutSo76VDUlxBBBH2x9a7L3qwWLoith6jXMOhBBHqvHMVs/FYd/V1mFp7wVDZbtMiuFVPmB1o32xtftGiBIcPUKhVpvdqExFUilV+clCu9+mJm7UpTIN1TOEedQp3lfP5pMiKmTLWIwUAsFZ0hN+uL1PaLDElUK2DM2W1rWY8kNLbqCqjFmrUylaTrBCQd9hi2zGiCAVTdhyBI1VzcG/EnQsgNZ4/AcwMQ8ySPlhEcSL6WNKw7b0WDa3scY+1erxZp0qwzUmkkjQzaJ7reminw9GpSompTdlqGwMTznXnZVBxo8RTM/KU5yLPZLiv94Bcc87ryN/qSSB2xPjdp02FhYIDSNNANIH0VDZmxy0uc++bn+vNWLkXM1Uq+V8ucRaHKfVRa6hU4zkOBakugWW0tVzZaDdOn2Htjp6m0MPXpigCC5lgJ4ayOHifJZNbZLsNWc90gPMk8Z5dy+41eK16jcGqVkCXUZozmxW1uPxyFJTUY1gWlLUOo3tb2xyFLZ9GntL741gylog8nRBMehnVazqzvuzcM151M21bbXjC11qHELNOcWI05Fa/AA2kLjsNvm4t1N++/Y41q9RgEF0u4lQ4PCH4iIaeCzRxKzpFsVV4urSBrJX5Vj398VTiA0yCrwwTSpNG4t11xCSuqPx3Lb3WbH6HAU8YBxUxwQ1AXadm1NMyLwT450TLE3i/My8rI9XW/Edbk1BDQ/D32W3RKkSlLDKelkoUQmxUSAAP5ksLhwHtfSoZRLdIaD2hqJm3DzX7GUGTXaZC8HvCxaUcUOGy3HC02K9TVFQUUlNpDdzcdPrj6K4HzXz/WJLV+n5nfO+XKDKjzX+ITuV5MuUliJ8zLQhMpRcJSlKViyiRuVDcWudrpPzpRrUnFlL8RGgMnjqNQO9e1NbFMuPD8hxUdy/nyo1mUlzKma6HWnWHXESXm6hzLq06v2mhst3Asq4A2SCCb4lpAvEtIABj8XztJUjsrTBWhvjczxxWmeG/wAUU6icWcisUiPk+ouVul1GO5UZMtl5r9m9DfUpAbBuU2IVo6ewPZ1EOxdJr6zmkvbAAsbzcnwuPRW+wGOysuGuv/lM+y8FD8dxzLSltpJ/ZlfUb2F+mPdaHxkryraQvC90ngG4G8BcueGfw35qp3h9yYnOkjLlKkVOsx6dCqjVaf8AkG3FvPuOqcKXklaiW/IpJSbosBjgNsdIO2n4l+FZjHilTcWtayo5gDbWhpbJ8QZnUrpdi7vYH7rTrvosdUeAS4tDnE34uBjyXarEzRApVXptPXmaXRKbOXqYiRIzUaBJU23daW0J/acw6go6CsAA7AbY4io1skvbJdqefjAv4k3XRva7LpYW/Q0QudlXjAxmzM7+beKNJOS5Uth6jpbYLS6e0bJ5LqrlJXqUBrSo3A1eqQzsJQZ+8NVxnURp4f3RF7eyKbbARP1CNV/h/wAOazS5Wa503h5V61ElPLjhfzKHI0hTjfNKVIISF3ba1AEGySdsWqL8L1TnuqDNpGSbeKhFWtm6sMMG8yP1/ZVnnDOFFolPq+dcw1FFALjoiVSMI77D6gbpbU3JSS8DYqKCSVBewUn8uKuIxtQ08hLnCdIJEdwnh42VtmGkhsSR+vBSzhhXo+Yl1XMGfqEYuZKY46IbS0qfnyYJ8rcklxtD5Lmga0EKF0+WykkGVlfqwA8gmLCNBwF5I773UVRgzZW6fM8UdTnniCa9KVw8rkWpUZQS0/HXSQyy85oK9bM8oCHAlBU2pIcQ6haCCjYgwh9V185aPERHz8AUz6LGgSLqEu5iicQKlIWmVk2tzmnmXqvHZhR1qbStH7Ihp1KVIQsAKLoKtSkuFI6ANSfnMFxPlE+ZBnvGoU5loAuJUxprNB4lS2kNsZbrj7JXHfMpiJMXGeS5flc5xsnQlSlJDYJ06iQeoxcoY1wBaxxaJvc6+Y/sq1Rj22UpS5QsvNyGk6aIGW0ovFSFBwXJ060jQrQSbEkKsk2vpIDOxjoMuJHcT7nRCygS8AC6pDj9xo4bcJcowqpmyjwK64xKaYHPU0w5WGS2pTrbKElOt0ENqCjuDvdKSVDMxW1nkhlMZidBd0iNOPlwWngsM91yYCp3MHCaj5+yRIj+HXPfJ4f1OmCQI0ecxLYlvLbKnI7Elt/W3KN9DqJKnAXASVdLnSdh8RNhlFoBgTycCBEcbXKFtaoDFS55/rhyWqVU8Hc1FEpzjFQlrnojrjuw8yRCzJZXuosvaVKElxa0KOpKtKkqSoA6bY1h1bIhuWOXaA8P7oDWJBlPuEzHF3hRnTLdGm1utZbobshUeLQMtx3Izksq1FouNIbXy+WEEp13BGvSN9ocXg2ueHS6o7xgDnMENSgZcoAB71vBmPM2WcxVPKTFZjcTF0ZiS/HeqbVVmpVl2SEpSlclsmMSy6orTrX5L6ACdVxmOY2oZqU2lgB+KJH9OZ0+Mdyla3qmnIYd4BV3X6NUJFTrruWKnm3M5gMKLjzsKY24ppK3ULZkFMdTD0UjW38wVXB5aSoEhZio7ObPWU6cDgSANOIMy75q0cbUFnOPr/dP3/DxkrPmVpMXMtRoc2lNRlrgTk0l1t6OyNStKnEpsh3cElBsShKxpJVjRY0U5dLjOtv7i3gqlTH1XGLla75S8KMLJud6TMytleDm+vQpD0eo5bzs2mDNlIUttbdRy9UBGtIQtu6CJKiApC7hJucWxXrOZlpzTkcC4tdGnaDpp8ibymqObMvg98C3dp8l0hf2hCr0CXG8KEOmcKX+EObKe3XmKzAepTURxS3nI7ySh5kBuSzcrKVJ/KSRYXF+q3BxOLfiK1PFTAa2AXFw1dcfoaLj98qLaVGnUpgAkm4AFoHv4qVf2ezgL4cPERkbxR5d468GOG/F7MVPrVBmUpVa5yZMNj5eZzg0ptSbtKUlorQogEhOOm3o3gxWzm0X4R+Sc5JiYgCNeN+Nli7t4RmINQVhnNgJ916UI/w3/AFynapnLwi8EGIWht4fIwlsMulSyFOEqUCNO5032sACQb45yn0i7dpAEYpxgW7LdPDKb966P/DmBdY0m+4+TlSObvhx/C6zZSnJuWuB+SDPdMWTEZjCXFEdl1Ooc9KiNig6gLlRIsAcQv6SdtVP+bXM/wAzGGPYT4Jv8MbPb/8AZjwc78yqDr/wYPA+wtHL4ZVtuZNU24xHptaeS4hpSyAENuhYtqOm4DhCi2hSe+HO/wDixAJY4/0D9eiJu7uFIMNcPBx/umUj4JPgGqeVJNcNOz3lx5K3Al1iruPJdQhYSSUFAS2og3LajqGq6NdtOJG9I+J6sF9OkZsTkg6wJM/TSyF+6+GJiX+Gc/KPqqO4hfBx8KvCSkzasR4golT+cVHbhUWusSpCUlRS2pbYStICiAdSylCdSdfLF7bmxemnbuyXj9m06eY/wggeXayn8+BKp4zcDZuNtWc8jvIP0my098UHgd4R+HHLuTM01zi9nDLuU6hJZp0yoVB6M5Jp85xvnNNKhJVZ5DrSXSHGnlAKRptYhWPVMB9sjejD1MlaiyqAJhodm7zMRHkuNxPQPsWs3Myo9vjlI/XJaqL8M1YqAhzMqcSJsulSpDiIjtUoSmTLaSlKi43oWpK/KtCrJJ2UOh2x6tsr7Z+0QwHE4Bwt+F02/uuSxf2esJfqsQB4t+oKWkeEDjtyPmqNW8gVhr5xENxL9R+RLAcSFNvLS/pPJJOhRRrUg2umxBx3Gyftr4JxDK2HqNn+XN5CNT3WXOYz7OlcGadZh9vpZTuq+AHxhUF7L8SFl2g1SsVN1xECm/iYiTJCUNocU40xJDZcZAWAVpuLi37wv2FH7bO7lN2TFPqUSL9umYgfzNLmz/KTm7rFc5iPs77UcM1JrHj+V49x9dFB634aPF9krKM3iu7weXVeHUSEal+MwKoy9EfjXKS806FWW2CCCobDY9CCeo2J9rrdvadenRwWJb1tWA1rg5rnSJFjxPAH0XP7X6DtrYOi+piKR6unqQQQBNyf1IC0t4oZnz9Ay+7mPMlEg0qMl1pk8mrRnzGQu9iWm3FLSDa1yLbj1GNIfaR2biycLScW1L3LHBtte0QBPIaqCj0S4iieueWubawc0n/SCTfnoqRyX4iuLvDtVbd4bZ9r9Dok66pVKcd50F5Vra+Sq4Q5sP2ibH3OPmDGfaL25hdtVsVs2seomzTcEcxxb5WXrOJ6KdmYjAMbiW/vS27hZ3mbzy0kcFJaZ4llVuIxMz7WpUmpsPhSlLUpxRHoPYY+stzftN7LxGAZW2hUFOpPaEG30Xie2OiKtRxDhgmy2LGVOZHE1+QkVKn18yoThLjZC97H27Y9JxO/lIgVqNQOa64jl6rlcLulH7mowhzUOPF2ssEqXV39drWS5c/pvjM/4iAWLx6q8NyWcAVkrjXmBabImVBxAO3YYb/iGeDfmrLdyWjivYTxZzvlDOfhp8QT8Sn8ZYaZuXa28BPjuUt1txFPWnmJbfcCFtOKQoqDY3Gq6Uk2x+CrBle0OpAGR8ThzjgSv0k2a1wxAuOS8AvD1OrP2RQkkH8Yg2sL/wDntjpffH0KfhK8Gqixjgv0OqnlCiM5vn1yRlVvOYaQ4hqXIyyKXUobKVXQG5Tr676bqBCyNjttj5wwuJNFsUSWh0yCaYmZ0LRPqV7y9hqM7R5WkkaDwursqs2mUnL6sr5mmIpmWJwUhGmnOpmxVEAJU8uE4oFJt/iarpNlBXW1l2IBAFUlzeUBwHmSFWa2Dnbquqn4kGV8nv8Aht43yanxAzQ/IjZVlOZfYYp6GKfZx1nnNOuuqKnNQCVhwXJNrlJvfW2Q6n99oxTJGcXJs2xggXtyUzs/UVIsMriZ8APqvIk3llEHJVQnVOdAZQIKlhCH0Kc3bJT+zBvvj2Sm0A66leWY58O8vzXtY4aeGiqN8IuFkDh5xCcy9mZrhtRZ1KNQobsZM5brMd5KVTG3ChamUpWhCnEJdSFCy9PTxnbeGo1cZVL5AzO/hcBe+naHvHBei7DrhuDogixaPkE3PiO8TPh04gSMv5+4ar4n0vnt1b5qJXlSWZlMUVN/7ipYUUOJ0N7LSbKQpKykOJUcN2xazan/AIFzXNMa5gXd1/Zaz2NqUw+IPJdk0njNlvMdNy7Njzo0fhpVqa1NZcmsqbEd0kr+VfW5csSU2QNG6PzC58pxKTWDi5wjmDwPhy71VAEW1BUErvE/KVDo0ylk0JcGvB2aioUuQlDk0oP7RDkZnmPOzSNJK0IHlFuosRqYoPIY05u4Az6ACPEmFLSY4E1OVtFI6K9QVzMqwHs/66JPfWmnw3kvO/NsLQkKSXlh2OnTdFgHU85K1HlsKKgbVLDt+IMdbkCWj+ojTzjkonViG21/XBI8R+CcODlJFS4TVOqUDPNIEin0eHLmPx0sQ3FjmBSpAcQqPdRcK19U6tShfcK+DpEZYDSeNwPKOPdzRUsaQYeOzr5qj6AONXh+o1FzHxv4i8LZNJbqSUJl06gPVldU1KHLhy5LPKbQ8VpBQooC/wAoCzsDGdn0KN6DqlY8msbr3kw4jyUjCaxIa0N0439EdR4icvZqeZOSOB/FCO1TJDfzU+TBLUeMVLXZd30h91jmJCf2SV35gHU6cROxGPI/eUW0wL9pwB8mgk+sKU4VgdlNST3SfnZXnwozzwuz3LEikszadW6o8ZC0IoLrHzCXEkIGoKcFlgBaFLSkLFwUoVqAlZjS4BrgfHsx8/ZVKlFzdfDVWXPzNw3iUfM1On1mXQ4fzMZU1kobStCnVkh6SNCuYyvVZRcBBCvPbriU1mj4mny/tZMKbibKtKvwyypnmfFTAok7Kk159lxh+SQ7GjzGlKQl5LCfPHJbJQeUU60ruk74loGD1h7J5g3jvgj2TfeC0ZSZ5qORa3IbqNep78OJRqjSar8tV0R6e00qpLYQNEiVGZbCFoW15TIWfMhQRpvY4DEYl7zNZxcRpJkxwJk6T5pwCOzr38PVSfJfF2nwqvWaZVplMmCJHZXIcpM4OuxFXcUlAS+1qdSA2oAJWV+Yam97mCliDTcQwkjzbJ4weP0T1sPPaNpVf1vjXwgqqXZlAzUw3UU3ekQ6nlyNFKmSFBTLieUoOKuUmwb1b3BNzhHHOccoa8HvM+wlSNon8TQpDQ0cN49Ug5hzJKyu7THG0RYzvyUEQwt4qb0PFpTZVqAILSkEIUhKk3JGJWY2k0jtEvjmJ9IBUbg4nSAonmZilTIUL8J4ipizaXXYMplikOQ2A+dfLUsCY0UttrSqznKcUHWxYBKitvEH3rD5gHnXSXFnmYBk8tE+V14HBFOKWV8mcWY1cRlTM+c6tEZnhGYk5fW2tUR3ZLrD+pzTEC2UJSpgtBKtClXPMNzpVcNWJqPYHtHMwD5lsk+EeqQfUptHAqLQfDeuEirZfyDx243UfKFRmxanXGqi0iVIYlx0ttRExXWpCHkIWhCS400kbJIKiSQbTMHgXCeoygXhrzDncCR/LY8rQhbinNILrnSY4amy8/v9o5o2bKXk3wgyM+Lp8zNv4hmESZKJaH3ZCCmIoEpShJba/hSoqJuVEkk46jcClkxVWmDIyj1k8dJ7lzO+JzYem5otm+gR7+zKwMo1OgeN2TmehS6m1CfystbiEyltJjOpqSHUOIjklQISlQ1NrSNBJt1x0+/BLcPRIZmu7gDwaeJ7lj7oOJqVGzGi9A1d8QcOHm/OWRcmZtyRVCiIy7Dp9TkyW5j6Up0SWww4nS260uygh6xXZWmxAB8jD3yTBb/+MkDvk6fJd+aIIkobTc6Z3yPl3OWaOJecMh5oaefWmTzMviYy7DcWlKJEHlxA44z5w2tC1ulJSpVmzY4sOL2sDaT6j5883kXADyCZrA6+WBwQtNb4hSptBp2VYlNn5QUyppTkyivPtzrvhKnY78RtaTICmwpxDmgBC0rSLlWKzcFVqEua4xoBDT33Eg287qwKjGCDqFBeE+fOKzmaa3QeKseNxPyTm1h2S0iFBkLoDSjKeRGadbeZbcjLdaSnmtvJWsuk2KELbJtUNmGi01KeZ0cXDKZImMpdbXgNLlR1KmYWsf19FsjQeL0SXU8rx8wZFz7lKmuJWxGpFcoroYl6VoQZKAsKUvlJ8ugFKkaio6rJUGw9Osx/WlvaI4OB9gdfK2nEqGtmc3KD4qQ8ScocD+MFMzTlOuUvLdfRNWj5+jyJcObGnxijW0pNPm6iWjYOILHRQKkG+rFmnj+rqZmuyVDxBIcfaD5WUbCQ2NQoVlrhBkih0+FS8n5MoFKyvHQxCpUWJT4zjMVpJDpU5qB5WkWIVcLKVjchV8HXxtWo9z3uOZ2txb807RAU3y9w0o/D5lrNOWsi0ZmoPP6KjJQhKnGCbqDbYKVhTwQQk6VWXuRewGEMbWAysdA4xqfRC4ElQHiVnfKtZrMnKWYaXNzaGZMaWHJMEtxo4L7a2nDJVyr6HUoX1UUkWBWSGxT6yq1pcxhDRqTb24qxTGXQx4Lqx4mUnw08QYLPBjhllfiOvOVXRJoFLoEup1KPSaQ2eYFyLt63ERWAjWI5dR5VhOkJSEJ6vc2hVp4n9r1KbaFOgRUfUysc+W/CGjMO2/SSJAJlY28FUuoHAxndWBaG6Ag6uceTde8rT7it4CfDlTWW+HuVOKLnC7iGjLTM3PObKzmdiqqqTrjZEentw3EFaSUIDywj9oyToCXBa3oeO6YK+Iw33vaNCm6hmc2lRpNe0TrUeSDJykhokwTJC5mlufTbXOGw9Vwcxoz1HOzGIhjWiAADEyPwwvMdUqbHotSrtHp9QZqkONKfjsyGzdMhCVqSFpO1wQAenfEvW5yXi03VLGDLTa3uXpe+DD4EPC34mvCdnKv8X+EWV87ZzkZqnxRUpL0hEiNFYSzpShTahpQCvqB3F7g4Dbu9+0tmVKNLZ9c02mmHkQCHGXCSCL6KTYuyMLiaNR+IpB5DyBcggADQg214K9OKXwCeB+bK/U2uG/E6Nw8cc5r1NpzEt2QS1cFKV6rqSbBwX023TewuRmVulLF4uoKmOq9ZUiLNy+wstCnuhhGNy0Wlom8nN6SJ8VoBx0+AB4lcms1Kr8EOIFK4vQkOKW3BWhcGoKZsd9BuFOJKTqQNrEKSSCba2z+kmsHBoqVKZ/qkfOyz8TudTdoWO8RlPtM+y65c0/DZ+IJk9EFydwQ4lviRrCERVJdU3pNjrTqBTfqL9Rvjpx0i4n8WPg97yFjv3Je0w2gSO6D9V6xuO+Uo1B4ZceFDLlVrdMTk2tuplfi+qQoqgujmCOu6hoWkhSdX5fRQsfmBjA2s0MDRdtjY/EF7fg5LwXaarwk8PlAZ7yQpZ0p/F4FzYG37dvex64+hqglh818+kwJ/XBfpJZQXTq6xWapRW8hZoqLk8qYlu0VvQqOq6CgLQhJTe5KFIKgdwdVsfO+HxDi0NpnW9wF7c1ggNdoANPAKFV6iuVJytUHMeUaLnCSVsOJoLiiwqLOaLZc+WlctAcQUoC21G11WCi2OkbK1Vj5aQT3js+XJXyG5LaLRT4peYsz0Xwb+I6hUfKdEj5J/CIcZqoTJMgyJjKpCCnS3YIuhZWnUpRWFJsQoWJ2Nhscdo0IcA0uJAA17Jm8/RQVRTZhapFyGfULxWVdyMmguqQ+983p5SWwnYo0EEk9jfa31x7PQHa815PtIQ5w7l+iPwQm5DzNwn4UUOhZzzYgM5cpUNKYh+STCSuM0DqckBSkrbW0rZIQW9QsCCDjwzG16Ar1MzYOZ2rsvEydfovRtnh7KFMZdGt+QVw0DOVGy/KlU2hzmc0RaaUutyKlUjLc1KKmFMokMpUqO7zQdYcQEKRulRJxDQx7C09Q6APE/Ww71bqYdzviEEqUZmzLlmPSY+YKfRQwpogH5Z0lbpKVKWlVxfQlJK/MPMNNrXvixUx9Rzcx8BH6/RQYekc0Ba6RKNSczVunZ6oOZpTRzBSEiIikUePCDaElL5kw1JSRK0lYS43zC4lIVa+gjERLnDMQ4njJOnK2kHWfC6uF7vhPCxlbFZQrE7K8We5mF2PTITbzS1JJ+XUCtI1uuAOKLqSSFmxChqIKTa+IxUyHtOvy4+QA9fVVnMAda5Oq2coSY2bqE2mU/T5EJaApL7Op0KSU7L1psRcbjpcX64uNqA9nN5Xn0MKE1O5Vfm3KtGVNf/uzmmmUWrPNKhym2uYpLrQQQllwJULlI1FJ/MNxtfEc03Okkz4cOSsBx0IkLRDiN4cczQ6lLzplV2rZ5qjrCkS2prq5aJ8dBKFNhDrpDqWydkKVqRbUkEptgxh6cRQaGnn38fXkrFLFOBDahsuvbNeVuMfDXJ1ezbmXJzFe4X0WNHhsrgzwlVHcS8QzOXFiuNlJLjvLcUAprWokONhQun7ELmTSAe8mILZMd0gC3Maq0ysHPI4LZTgx46qvmmFlTKWd8lUhEBlhpp2tM1BMJQdF+aNAadSGV+ROrZaCCoKBVinTZiqfZqEZRaCDP/Tp4RZV6mHa0lzSuzuj5ooZpnyKpVepElhqPNckqlM1Uux06fKPICpsBzTcalIUR5hiU1W/CRA5gkz66QqlwRAmVTHFen8Is/DLsrMNHzt+NMzflIFTpEV5D8dRC9LC5SSFOR3EtrUlJKko0qKVpN04mosdVEGkHgTY6ADj3KU1HMBAT/L2QFPOUuC9Tc5x6C0yiRCm1Spw5BdYIUhSiFgrWtrShRCCbg3SsEYiijYy1rTp2yfQH6Ietd3k/JRmveFkZlUkZJr2WWqkzKEeuKpbzctyltLtqXpQQ8VA2WAbFSCd7iyrtB2HqEsD5A1iQfcIHVXAXBn0UDzF4fs8cM6fFqbVI4fVT5WOpmsV6StIVBZQteh1b7qbiOoFJDYTzNStKgemBxLG05y1A1vG1/LiT3BTUq2ckESdVVNb4C5izGwxWn5uX63T3wpbbceYjlvG4ADatKWVFYOxuAopUk7gA1aTqDTJdbvBA91N1ji0ZeCAV7gXxjynS5UukcN6hniGmQwwqkMZlbitTXG1aGnXQh5Cng0oiyR57HSQEnaethmPIc19PMdC+4HhY35d91CzEE2v5BSKjRvGjSV0eq5orGXMlpSptp1+I01Lmoi8062H4LTqhIQLglKtLgCAQu6bYrv2VSA7VcvPEMEHysBHvKmY5j29lnqulP4/7XEyRwu8NUnOuZaHnekt1qqmBWaayEM1K8aOFPLKzzVvqSlnmKV6Jt+UgdbuBTY3F1CxxIyADNrAJ4LlN8qZOFYQIh30Tj+zNZgepuavF9RY2aqVl5+ZCy0r5eQ4225UQHJ6VIaWpQsoBwm1lJJKQQNjjc6QajBh6IeSO04W72/2WBufSLq1QDkPnC9W7+csh5kyzJy/mHM2XszZkQW4LdWokdEd+a4VJU04QNQFioIdQsqGrWFADzY8uqbZzRTc8uGkOP/ZehOYWuJ0VQUjLqkM0KoZdzU7VctPIkwXmVNCI86ErdU42+2tV0r1OAIOgkpLatbjNhiQvpOh4cbiRcH5cPknGciCNFr5xZypxUyNJS/lXh82/WiWJ8HL6Ko3TptUeZUpa10lhucyp9SS+kvhhOlwKI0WVvVqtZUeGdbTL3aAkGYGsxYAaSRPDkpGlgGZwK074jn4g+eKfVZ1OyDxS4ZUb5xuotNKU0JLqNR0NakOKfkNoSrzKt5RYKKQLYlrbr5gwVqrCeADgfYBS0K1PMYBTPJfCbxaNTn5ueM6cV8tUxhaJCWW3SgKkNrN1tJSdANualSkApLaliygU4r1N3cNR7WXM7hcfnPsrjMQ0yFsxNVV8wKoj2e6PmTNUaBFkJo8qU8F1KI6hJKFQHmWOc2pG5AS4pKtWlKVFWnE1ChVALaY1EQSSB6kAeCqVAASRotzOBObsyZopNSq8vI1ZoENt9mGt2ZIbfdq5DWpEpkJbQ4ywHFOhC1haVFbgOkg3vCiWjNUc0HkCLDm7vVKr8RU9zJxzpuR3YhqlZbVGd5aGXGYjchLq7lLiXVXShCkuBsE3BCnEna+KrtohkGnJniNPX6KFuCc82WLfG+lZphw5tcCIdJedeYZbkU1lv8R5bqWlBMh1SWikrW3YhR13SUk9r7dp9kOrTcSLjmQO+baQFA7Bva8tFwF131zjFwqzPxXqHFPMXDDMOZsqz8zOZNos1+hurg0ZxlJQoqaigvsSZLwfSZC2SizSUKV5rjp9r4nHUcHRwFCnm6xpq1LguJd8LSODGNvPNxWfsyl1lWrii74TkYOAA+M+LnG/gFoWz4gMirz94lsuw+DOVKfkWr5olUqpu1CK5Gm5faQ23GcUHhZDgSkrXyAnVqaBSoasPvLh8dhsJgXmpAbSY8AQWklzjAg35EotjllariQLS9zfIAAel15Tc2RaY1mrOTFAkPzKA3VZbcN11OlbjAeWEKUOxIAJHvj0GhVL2h5ETB9brkMcyGN7gvVJ8Crh5Bz/AOETNERzOXEfI0yLnuouIk5drJhyBZhspcRbUUONrUhYVoWhYKm3G3ELsOO39bRFag6q0O/dcTF8zoI8Fubqk/d6gH8Z+Qt4Hiu7GoUGdXMkGn13izQaVnRhsvUjO1NpSKS5IeSkhD02EeYyDZQDqUhKLeZCW9hjhcSaLm5pMcCTf1EfJdNTqOBtcLWGk5G+IRWHG6tmXMnD2VCSCUuTURA5OTpv+zVDspaVblKklPUG4GL1HYmFNPO3EF0+fzAVduKbOXKVX9W4o8ZIObqvEqOTc/VBCU2cFDkNumG8CBoLimbKbUkJUNZ5gIXutO6RwuyXOJcIcO+B7E/JXS9gGntKvDxwUKmUng3xgqLcZuZUouTavHakSEhxzS5BkalKNvMv9mnzHfqepJxUrUw2qxo07P8AuCt7KeXFs8/oV+eXkFpD2esjtODU2qqwUqHqC+2Dj3t3wO814K7Qj9cF+jPlGLROHcyt5MynlmgUujUmnIkwdDKgtkKfeSWrhQ/Z/wC7oVpt+YqN99vnqvjX5zEa8h9V7bTYA236sFPlVSPW8w11muUOjVWTHqyFsylJcaeQoq03u0tAJAsNwb6QVaiL4ovxr2vywDPMA/MK71XZsV0cfF14q5nTwL4/cMG0UxvLbdRbYSrlKU+lDcpk6UrUohAUV+YJABsnYEXx2G7ezGtxlGs1xuTbsx8J4Qosf2cI9w1gD/qavJpUEhymNIV+U2B9wSBb+ePWcKP3kd68r2heV6/+D8+fmBEBitVOs1OPCddpLaJE99zXHS1CTpUpSyoAhVilJCfKDYKuT8wVGsdVqktE5n8P5ivbsE2KFMD+Fv8AtC2to2a2uFvCamt5cyvll6nVXNRpkyHJS8WVsl1CDbQ6lQJ1FZ81io3t2xn1dr1mNAbHoP8At7JVMMHkkk2XZTlXItOVmyM2qqZhXFdaS4lhUsqbjrFgFNgg6SNIIPY9LDbHYYRrAxr2tgu1u781h1a5ywLJGrcIKNWZECG3mjP9Ao7rcqa7ApdWXFjLlBC0IfCEDyrT18pAUfzhQ2xZFKk54zsBkxcnw5385jgka5yh0CZAnusV1203iRmk5MylxNfkxZmYYcudS3A8wlSag01ZTan3P8bmJPRaHEHc3vhqWCYX1KQsGRHmQLzrZXMS0MkNXYVQUQK1KyjMk0mDHq34bHksT4ynGJURLyruModQoKU0SokJcK7Hf1xNXohjg3UHmBbwgBUiZF1znqWrLLBz/ED8rNQkR6Xz3Zb4bVGU82kIUw2tLSikLVZaklW+5NhavXc1tmtAMAzxvw8FGDJynST9FZ+Rcj5Yz6irs1Onu0yTLcS29JgSXWl+VNwpCSottr33UhKSbAm5AOBoYsjM0tBAjhBM8yIJ9U1R0GyspGUKRSIuYacHaxVEhfy7rs2e887KQFluzqirzHSo79e+JKWIDnQ1oaO75aqPNF1qnnvw8cDqTmKk15vhflaTWZlTUxKfcQsc9bY1B9TaFJQXVWAUopsvfUCSSZNr7er4YUqbADmMXAmO42KmpS+QSuv/ACmxK4neM7O3DCu1vMtPyjl7Nio8BmnVN+OVRnoTfMjOEKIUyrY6bD8o7bYqbOwtKux1as0OdJ18VqY1xothnILYvinxFzhwiyjm9WWa3NlLT+FFRluKPND9TMN8ENlAAcQQ4oJAu6NfUm8GOogODW2Bg25zCKlQaTPMJg0iHlriw7Ro1NgVLKlVlJkiiTkGRT6TMEuypcBhRtFkL1edbdgSBsN7w4Wq7tVW2c50EwLjwIgeQHfKauwPpscdYWx2Sa/IflVyezEgUyoxUOtokQ0KYdc5aFpSpakEFStJ0X9APQHB1sW+b3UL6LVOs38Nsu5liKn5ifr1bm02MxLhuyKg6Shazy1BYBAdGhQSOYFWCRa295W4lpvkE87kjwkmFWoVC2YTjiLl+mweGmfqQ2267EjPNlJWslTnMsheo99Q3Nrb79d8NiWB8sdcK7h/+aPALrU415ozPkaDDrmXMwVOP8y8szYb6kyIs4t8pOpxp0KGpSFFK1J0qULEm4BFHB0GVHaR4Ej5G6noOzMl3et6Vyag5TKjUotVqlPcptfYh6EPqdTUGFtMktyi7rU6P94WL3CjZNybG8uz6v3iv1DxYRpI+RVNw7JfxC81n9oanON8MeCuUmkaaPRc61mNBC3XHXUoVHbuFuOKUpdzc7n2FgAB1fRrXL9p1rQAwgAdzwuX3vYHYFrzrmH+0rTf4ELlSqnEXjrkaLWalQIVXhUUyJcEoElotSH1J5ZcStAvqUDqQq4Nsdxvxg216NJj5jMf9pWPuL/z6v8ASP8AcF6NuBlaqmZI9CzfWZYn1F+LJK2nmW3WULjzH2kONocSrlrPyyFlSSDqUsjSFWx5FWwLadN5Y4jUa9y9Tq/CFC+DmTKs1VMycNJXE/ipUMqsCSxEbVVEsLhKZqc0IeZWwhvQ4UyFoV+6tASlSSkWNHa2Cw1AlrKYI7AMyZ7I1kx6QiewEEnmodwu4DZCytkvJWdKWMwu5xynOSaPVJlRclyGFPtkrUFPFQQoGO0UlsIKPMlNkrUk02bbcHuoUqbGNMjsiPhAI43uTrKMYRodlJJ8Vu1w9zhV8653zhlqrfKxxFDSkzoqS1KWrW6okqB0i5SLhKQLbAAEjB7PrOqVHU33H9pVKpRa0iFMKDUpsuK4Zj5kvx6rIhIeUAHC00pspupNrHfqLdBi3TeervzPyUQ+JRChVipQ6gioRJ09DdQeluzIzsp2Q068VsKS6nnKWtpSS+sp5akhO1htiHZeKNR4bAAMCwixPHn4mSifQaW5jqq4zdT10jifnXIlLq+YqZSqROZlR3odQeiyH3HJSEHnrZUgOJsv/DI0K0jUlV1XlxjGh4cWg3i/61T0+0AXKjPEVm+vZAm+HqNSZaJlLzXLLNVgyGkpjJcS/OZ57DbQQGXCI7SiE2RqBIQLkYsYvAta19QEyJ8D4o6T7ubGiqWrcYM9ysu8YKTTao1l57LkKmmBMjMpeeWmXFcdeS6mRzWlAmOgA6ArSVAk3viPYWzmYsNNUmDNhbhMWgx3Ep5h0jUI54bM91ybwJ4QU99TTaajCn1SW7GW5FddkB51QVrZWg/maSq3rfsSMaG++0KlTbtSk+C0ZWieAAgeyxd3cO1mAoubqRJ8SXFaT8e4DVF4k+I2JBW6iK7mqoa21EHUsMJUpwqtqK13sok7jpa5J9J2/hA/ZGDeSZ6ot8mut81j7JYG43FNGmefWF5u5cVput5nYTr0CbIHXc/tDjtmsBEFcjtC8+JXqU+BTAh/+GXis49Hblspza8tbDw1tvamGgpKgdwk2TskjdIPUXx590k1jTfRcAJyn/cVvbpD9xU/qXapU+INdarkbK7DdOjUduGqrR2mmigRnTNSyW0gEBTRS8slCwoKPW4JB85weJfVf2yunCmuW6TReGtWytkPJFIj0LKtQqiVqiIddW3BW2y4UmIla1COm7KLNNhLSRcJQkWA06OJL8QKcADjHE8z3oHMB1SfEKe7R6hFqkVDLlRlIUh91xOoOaHFgHR+QE9SQkG5PriyaIzuby7gZ8ZBU1PRf//Z\"></td>\n",
       "                \n",
       "            </tr>\n",
       "            \n",
       "            \n",
       "            <tr style=\"background-color:#FDF2E9\" id=\"srcRow10\">\n",
       "                <th scope=\"row\">Source 1</th>\n",
       "                \n",
       "                <td><span id=\"src_1_0_0\">a</span> <span id=\"src_1_0_1\">woman</span> <span id=\"src_1_0_2\">does</span> <span id=\"src_1_0_3\">a</span> <span id=\"src_1_0_4\">somersault</span> <span id=\"src_1_0_5\">on</span> <span id=\"src_1_0_6\">a</span> <span id=\"src_1_0_7\">trampoline</span> <span id=\"src_1_0_8\">on</span> <span id=\"src_1_0_9\">the</span> <span id=\"src_1_0_10\">beach</span> <span id=\"src_1_0_11\">.</span></td>\n",
       "                \n",
       "            </tr>\n",
       "            \n",
       "\n",
       "            <tr style=\"background-color:#EAF2F8\">\n",
       "            \n",
       "            </tr>\n",
       "\n",
       "            \n",
       "            \n",
       "            \n",
       "            <tr style=\"background-color:#FEF9E7\">\n",
       "                <th scope=\"row\">Reference 0</th><td><span id=\"ref_0_0_0\" >eine</span> <span id=\"ref_0_0_1\" >frau</span> <span id=\"ref_0_0_2\" >macht</span> <span id=\"ref_0_0_3\" >einen</span> <span id=\"ref_0_0_4\" >salto</span> <span id=\"ref_0_0_5\" >auf</span> <span id=\"ref_0_0_6\" >einem</span> <span id=\"ref_0_0_7\" >trampolin</span> <span id=\"ref_0_0_8\" >am</span> <span id=\"ref_0_0_9\" >strand</span> <span id=\"ref_0_0_10\" onmouseover=\"javascript:highlight_span(this, &quot;src_1_0_11&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;src_1_0_11&quot;)\" style=\"color:#AF601A;font-weight:bold\" >.</span></td>\n",
       "            </tr>\n",
       "            \n",
       "            \n",
       "\n",
       "            \n",
       "            <tr><th scope=\"row\">NTU_1_MNMT_U</th><td><span id=\"hypo_NTU_1_MNMT_U_0_0\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_0&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_0&quot;)\" style=\"color:#1A5276;font-weight:bold\" >eine</span> <span id=\"hypo_NTU_1_MNMT_U_0_1\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_1&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_1&quot;)\" style=\"color:#1A5276;font-weight:bold\" >frau</span> <span id=\"hypo_NTU_1_MNMT_U_0_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >macht</span> <span id=\"hypo_NTU_1_MNMT_U_0_3\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_3&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_3&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einen</span> <span id=\"hypo_NTU_1_MNMT_U_0_4\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_4&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_4&quot;)\" style=\"color:#1A5276;font-weight:bold\" >salto</span> <span id=\"hypo_NTU_1_MNMT_U_0_5\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_5&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_5&quot;)\" style=\"color:#1A5276;font-weight:bold\" >auf</span> <span id=\"hypo_NTU_1_MNMT_U_0_6\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_6&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_6&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einem</span> <span id=\"hypo_NTU_1_MNMT_U_0_7\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >trampolin</span> <span id=\"hypo_NTU_1_MNMT_U_0_8\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_8&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_8&quot;)\" style=\"color:#1A5276;font-weight:bold\" >am</span> <span id=\"hypo_NTU_1_MNMT_U_0_9\" style=\"color:#B03A2E;font-weight:bold\" >strand.</span></td></tr>\n",
       "            \n",
       "            <tr><th scope=\"row\">HUCL_1_RROLAPMBen2de_C</th><td><span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_0\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_0&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_0&quot;)\" style=\"color:#1A5276;font-weight:bold\" >eine</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_1\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_1&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_1&quot;)\" style=\"color:#1A5276;font-weight:bold\" >frau</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >macht</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_3\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_3&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_3&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einen</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_4\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_4&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_4&quot;)\" style=\"color:#1A5276;font-weight:bold\" >salto</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_5\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_8&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_8&quot;)\" style=\"color:#1A5276;font-weight:bold\" >am</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_6\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_9&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_9&quot;)\" style=\"color:#1A5276;font-weight:bold\" >strand</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_7\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_5&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_5&quot;)\" style=\"color:#1A5276;font-weight:bold\" >auf</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_8\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_6&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_6&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einem</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_9\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >trampolin</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_0_10\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_10&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_10&quot;)\" style=\"color:#1A5276;font-weight:bold\" >.</span></td></tr>\n",
       "            \n",
       "            <tr><th scope=\"row\">SHEF_1_en-de-Moses_C</th><td><span id=\"hypo_SHEF_1_en-de-Moses_C_0_0\" style=\"color:#B03A2E;font-weight:bold\" >Eine</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_1\" style=\"color:#B03A2E;font-weight:bold\" >Frau</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >macht</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_3\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_3&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_3&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einen</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_4\" style=\"color:#B03A2E;font-weight:bold\" >Salto</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_5\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_5&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_5&quot;)\" style=\"color:#1A5276;font-weight:bold\" >auf</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_6\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_6&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_6&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einem</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_7\" style=\"color:#B03A2E;font-weight:bold\" >Trampolin</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_8\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_8&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_8&quot;)\" style=\"color:#1A5276;font-weight:bold\" >am</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_9\" style=\"color:#B03A2E;font-weight:bold\" >Strand</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_0_10\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_10&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_10&quot;)\" style=\"color:#1A5276;font-weight:bold\" >.</span></td></tr>\n",
       "            \n",
       "            <tr><th scope=\"row\">IBM-IITM-Montreal-NYU_1_NeuralTranslation_U</th><td><span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_0\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_0&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_0&quot;)\" style=\"color:#1A5276;font-weight:bold\" >eine</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_1\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_1&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_1&quot;)\" style=\"color:#1A5276;font-weight:bold\" >frau</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >macht</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_3\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_3&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_3&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einen</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_4\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >trampolin</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_5\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_8&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_8&quot;)\" style=\"color:#1A5276;font-weight:bold\" >am</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_6\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_9&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_9&quot;)\" style=\"color:#1A5276;font-weight:bold\" >strand</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_0_7\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_0_10&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_0_10&quot;)\" style=\"color:#1A5276;font-weight:bold\" >.</span></td></tr>\n",
       "            \n",
       "            </tbody>\n",
       "        </table>\n",
       "\n",
       "        <table class=\"table table-hover table-sm table-bordered\">\n",
       "            <thead class=\"thead-light\">\n",
       "            <tr>\n",
       "                <th scope=\"col\">Model</th><th scope=\"col\">bleu</th><th scope=\"col\">chrf</th>\n",
       "            </tr>\n",
       "            </thead>\n",
       "            <tbody>\n",
       "            \n",
       "            <tr>\n",
       "                <td>NTU_1_MNMT_U</td><td><span style=\"font-weight:bold\">79.64</span></td><td><span style=\"font-weight:bold\">1.0</span></td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "                <td>HUCL_1_RROLAPMBen2de_C</td><td>52.81</td><td>0.89</td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "                <td>SHEF_1_en-de-Moses_C</td><td><span style=\"font-style:italic\"><u>0.0</u></span></td><td><span style=\"font-style:italic\"><u>0.68</u></span></td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "                <td>IBM-IITM-Montreal-NYU_1_NeuralTranslation_U</td><td>47.52</td><td>0.7</td>\n",
       "            </tr>\n",
       "            \n",
       "            </tbody>\n",
       "        </table>\n",
       "    </div>\n",
       "</div>\n",
       "<br>\n",
       "\n",
       "<div class=\"card\">\n",
       "    <div class=\"card-header\">\n",
       "        <div class=\"row\">\n",
       "            <div class=\"col\">\n",
       "                <b># 2 / 2 / 1000 ( 24 / 1000 )</b>\n",
       "            </div>\n",
       "            <div class=\"col\" align=\"right\">\n",
       "            </div>\n",
       "        </div>\n",
       "    </div>\n",
       "    <div class=\"card-body\">\n",
       "        <table class=\"table table-hover table-sm table-borderless\">\n",
       "            <tbody>\n",
       "            \n",
       "            \n",
       "            <tr style=\"background-color:#FDF2E9\" id=\"srcRow01\">\n",
       "                <th scope=\"row\">Source 0</th>\n",
       "                \n",
       "                <td><img 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\"></td>\n",
       "                \n",
       "            </tr>\n",
       "            \n",
       "            \n",
       "            <tr style=\"background-color:#FDF2E9\" id=\"srcRow11\">\n",
       "                <th scope=\"row\">Source 1</th>\n",
       "                \n",
       "                <td><span id=\"src_1_1_0\">a</span> <span id=\"src_1_1_1\">man</span> <span id=\"src_1_1_2\">is</span> <span id=\"src_1_1_3\">standing</span> <span id=\"src_1_1_4\">by</span> <span id=\"src_1_1_5\">a</span> <span id=\"src_1_1_6\">group</span> <span id=\"src_1_1_7\">of</span> <span id=\"src_1_1_8\">video</span> <span id=\"src_1_1_9\">games</span> <span id=\"src_1_1_10\">in</span> <span id=\"src_1_1_11\">a</span> <span id=\"src_1_1_12\">bar</span> <span id=\"src_1_1_13\">.</span></td>\n",
       "                \n",
       "            </tr>\n",
       "            \n",
       "\n",
       "            <tr style=\"background-color:#EAF2F8\">\n",
       "            \n",
       "            </tr>\n",
       "\n",
       "            \n",
       "            \n",
       "            \n",
       "            <tr style=\"background-color:#FEF9E7\">\n",
       "                <th scope=\"row\">Reference 0</th><td><span id=\"ref_0_1_0\" >ein</span> <span id=\"ref_0_1_1\" >mann</span> <span id=\"ref_0_1_2\" >steht</span> <span id=\"ref_0_1_3\" >bei</span> <span id=\"ref_0_1_4\" >einigen</span> <span id=\"ref_0_1_5\" >spielautomaten</span> <span id=\"ref_0_1_6\" onmouseover=\"javascript:highlight_span(this, &quot;src_1_1_10&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;src_1_1_10&quot;)\" style=\"color:#AF601A;font-weight:bold\" >in</span> <span id=\"ref_0_1_7\" >einer</span> <span id=\"ref_0_1_8\" onmouseover=\"javascript:highlight_span(this, &quot;src_1_1_12&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;src_1_1_12&quot;)\" style=\"color:#AF601A;font-weight:bold\" >bar</span> <span id=\"ref_0_1_9\" onmouseover=\"javascript:highlight_span(this, &quot;src_1_1_13&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;src_1_1_13&quot;)\" style=\"color:#AF601A;font-weight:bold\" >.</span></td>\n",
       "            </tr>\n",
       "            \n",
       "            \n",
       "\n",
       "            \n",
       "            <tr><th scope=\"row\">NTU_1_MNMT_U</th><td><span id=\"hypo_NTU_1_MNMT_U_1_0\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_0&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_0&quot;)\" style=\"color:#1A5276;font-weight:bold\" >ein</span> <span id=\"hypo_NTU_1_MNMT_U_1_1\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_1&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_1&quot;)\" style=\"color:#1A5276;font-weight:bold\" >mann</span> <span id=\"hypo_NTU_1_MNMT_U_1_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >steht</span> <span id=\"hypo_NTU_1_MNMT_U_1_3\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_3&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_3&quot;)\" style=\"color:#5499C7;font-weight:bold\" >bei</span> <span id=\"hypo_NTU_1_MNMT_U_1_4\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einer</span> <span id=\"hypo_NTU_1_MNMT_U_1_5\" >gruppe</span> <span id=\"hypo_NTU_1_MNMT_U_1_6\" >von</span> <span id=\"hypo_NTU_1_MNMT_U_1_7\" style=\"color:#B03A2E;font-weight:bold\" >campern.</span></td></tr>\n",
       "            \n",
       "            <tr><th scope=\"row\">HUCL_1_RROLAPMBen2de_C</th><td><span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_0\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_0&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_0&quot;)\" style=\"color:#1A5276;font-weight:bold\" >ein</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_1\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_1&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_1&quot;)\" style=\"color:#1A5276;font-weight:bold\" >mann</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >steht</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_3\" style=\"color:#B03A2E;font-weight:bold\" >vor</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_4\" >einer</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_5\" >gruppe</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_6\" >von</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_7\" style=\"color:#B03A2E;font-weight:bold\" >videospiele</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_8\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_6&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_6&quot;)\" style=\"color:#1A5276;font-weight:bold\" >in</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_9\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einer</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_10\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_8&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_8&quot;)\" style=\"color:#1A5276;font-weight:bold\" >bar</span> <span id=\"hypo_HUCL_1_RROLAPMBen2de_C_1_11\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_9&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_9&quot;)\" style=\"color:#1A5276;font-weight:bold\" >.</span></td></tr>\n",
       "            \n",
       "            <tr><th scope=\"row\">SHEF_1_en-de-Moses_C</th><td><span id=\"hypo_SHEF_1_en-de-Moses_C_1_0\" style=\"color:#B03A2E;font-weight:bold\" >Ein</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_1\" style=\"color:#B03A2E;font-weight:bold\" >Mann</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >steht</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_3\" style=\"color:#B03A2E;font-weight:bold\" >an</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_4\" >einer</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_5\" style=\"color:#B03A2E;font-weight:bold\" >Gruppe</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_6\" >von</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_7\" style=\"color:#B03A2E;font-weight:bold\" >Videospiele</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_8\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_6&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_6&quot;)\" style=\"color:#1A5276;font-weight:bold\" >in</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_9\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einer</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_10\" style=\"color:#B03A2E;font-weight:bold\" >Bar</span> <span id=\"hypo_SHEF_1_en-de-Moses_C_1_11\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_9&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_9&quot;)\" style=\"color:#1A5276;font-weight:bold\" >.</span></td></tr>\n",
       "            \n",
       "            <tr><th scope=\"row\">IBM-IITM-Montreal-NYU_1_NeuralTranslation_U</th><td><span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_0\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_0&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_0&quot;)\" style=\"color:#1A5276;font-weight:bold\" >ein</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_1\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_1&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_1&quot;)\" style=\"color:#1A5276;font-weight:bold\" >mann</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_2\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_6&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_6&quot;)\" style=\"color:#1A5276;font-weight:bold\" >in</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_3\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_7&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_7&quot;)\" style=\"color:#1A5276;font-weight:bold\" >einer</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_4\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_8&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_8&quot;)\" style=\"color:#1A5276;font-weight:bold\" >bar</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_5\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_2&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_2&quot;)\" style=\"color:#1A5276;font-weight:bold\" >steht</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_6\" >von</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_7\" >einer</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_8\" >gruppe</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_9\" >von</span> <span id=\"hypo_IBM-IITM-Montreal-NYU_1_NeuralTranslation_U_1_10\" onmouseover=\"javascript:highlight_span(this, &quot;ref_0_1_9&quot;)\" onmouseout=\"javascript:dehighlight_span(this, &quot;ref_0_1_9&quot;)\" style=\"color:#1A5276;font-weight:bold\" >.</span></td></tr>\n",
       "            \n",
       "            </tbody>\n",
       "        </table>\n",
       "\n",
       "        <table class=\"table table-hover table-sm table-bordered\">\n",
       "            <thead class=\"thead-light\">\n",
       "            <tr>\n",
       "                <th scope=\"col\">Model</th><th scope=\"col\">bleu</th><th scope=\"col\">chrf</th>\n",
       "            </tr>\n",
       "            </thead>\n",
       "            <tbody>\n",
       "            \n",
       "            <tr>\n",
       "                <td>NTU_1_MNMT_U</td><td>28.47</td><td>0.44</td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "                <td>HUCL_1_RROLAPMBen2de_C</td><td><span style=\"font-weight:bold\">30.66</span></td><td><span style=\"font-weight:bold\">0.5</span></td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "                <td>SHEF_1_en-de-Moses_C</td><td><span style=\"font-style:italic\"><u>0.0</u></span></td><td><span style=\"font-style:italic\"><u>0.37</u></span></td>\n",
       "            </tr>\n",
       "            \n",
       "            <tr>\n",
       "                <td>IBM-IITM-Montreal-NYU_1_NeuralTranslation_U</td><td><span style=\"font-style:italic\"><u>0.0</u></span></td><td>0.41</td>\n",
       "            </tr>\n",
       "            \n",
       "            </tbody>\n",
       "        </table>\n",
       "    </div>\n",
       "</div>\n",
       "<br>\n",
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     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vizseq.view_examples(src, ref, hypo, ['bleu', 'chrf'], page_sz=2, page_no=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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