06-SIIBRA-TVB_Updated.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d6f5d0d6",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Prototype of integrating TVB with SIIBRA - Download a structural connectivity from SIIBRA and setup a TVB simulation with it\n",
    "#### (This is an adaptation of https://github.com/dickscheid/siibra-tutorials/blob/main/06-SIIBRA-TVB.ipynb, which used an older version of siibra-python)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f2f38352-0923-404a-bd99-551c17aa2cad",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Imports and setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "54fc39aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import siibra\n",
    "from tvb.simulator.lab import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "14ce86b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add an EBRAINS token\n",
    "os.environ['HBP_AUTH_TOKEN'] = ''"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "234112e8-8021-475e-bbd5-2cddc5efbaf2",
   "metadata": {},
   "source": [
    "### Get connectivity matrices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5731d2d4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get desired brain parcellation\n",
    "atlas = siibra.atlases[\"human\"]\n",
    "jubrain = atlas.get_parcellation(\"julich 2.9\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "c376a92a-c58e-4c09-8012-5f62eb5bc6db",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 201 StreamlineCounts objects in Julich-Brain Cytoarchitectonic Maps 2.9\n"
     ]
    },
    {
     "data": {
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       "      <th></th>\n",
       "      <th>Area 45 (IFG) left</th>\n",
       "      <th>Area 44 (IFG) left</th>\n",
       "      <th>Area Fo1 (OFC) left</th>\n",
       "      <th>Area Fo2 (OFC) left</th>\n",
       "      <th>Area Fo3 (OFC) left</th>\n",
       "      <th>Area hOc5 (LOC) left</th>\n",
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       "      <th>Area hOc1 (V1, 17, CalcS) left</th>\n",
       "      <th>Area hOc4v (LingG) left</th>\n",
       "      <th>Area hOc3v (LingG) left</th>\n",
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       "      <th>Area Ia2 (Insula) right</th>\n",
       "      <th>Area Id8 (Insula) right</th>\n",
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       "      <th>BST (Bed Nucleus) right</th>\n",
       "      <th>Frontal-I (GapMap) right</th>\n",
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       "      <th>Temporal-to-Parietal (GapMap) right</th>\n",
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       "      <th>Area 45 (IFG) left</th>\n",
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       "      <td>4318</td>\n",
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       "      <td>14</td>\n",
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       "      <td>14</td>\n",
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       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "      <td>93</td>\n",
       "      <td>35</td>\n",
       "      <td>156</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
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       "      <th>Area 44 (IFG) left</th>\n",
       "      <td>4318</td>\n",
       "      <td>22447</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>22</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
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       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>221</td>\n",
       "      <td>613</td>\n",
       "      <td>82</td>\n",
       "      <td>202</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
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       "    <tr>\n",
       "      <th>Area Fo1 (OFC) left</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2636</td>\n",
       "      <td>4701</td>\n",
       "      <td>1902</td>\n",
       "      <td>7</td>\n",
       "      <td>18</td>\n",
       "      <td>48</td>\n",
       "      <td>8</td>\n",
       "      <td>51</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>31</td>\n",
       "      <td>1</td>\n",
       "      <td>162</td>\n",
       "      <td>0</td>\n",
       "      <td>37</td>\n",
       "      <td>78</td>\n",
       "      <td>5</td>\n",
       "      <td>65</td>\n",
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       "      <th>Area Fo2 (OFC) left</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>4701</td>\n",
       "      <td>5939</td>\n",
       "      <td>2419</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>19</td>\n",
       "      <td>4</td>\n",
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       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
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       "      <td>13</td>\n",
       "      <td>26</td>\n",
       "      <td>2</td>\n",
       "      <td>30</td>\n",
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       "      <th>Area Fo3 (OFC) left</th>\n",
       "      <td>47</td>\n",
       "      <td>22</td>\n",
       "      <td>1902</td>\n",
       "      <td>2419</td>\n",
       "      <td>33345</td>\n",
       "      <td>32</td>\n",
       "      <td>94</td>\n",
       "      <td>286</td>\n",
       "      <td>56</td>\n",
       "      <td>284</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>69</td>\n",
       "      <td>4</td>\n",
       "      <td>46</td>\n",
       "      <td>161</td>\n",
       "      <td>2</td>\n",
       "      <td>22</td>\n",
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       "      <th>...</th>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <th>Frontal-II (GapMap) right</th>\n",
       "      <td>93</td>\n",
       "      <td>613</td>\n",
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       "      <td>157</td>\n",
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       "      <td>35</td>\n",
       "      <td>82</td>\n",
       "      <td>37</td>\n",
       "      <td>13</td>\n",
       "      <td>46</td>\n",
       "      <td>36</td>\n",
       "      <td>493</td>\n",
       "      <td>457</td>\n",
       "      <td>147</td>\n",
       "      <td>515</td>\n",
       "      <td>...</td>\n",
       "      <td>1678</td>\n",
       "      <td>125</td>\n",
       "      <td>1562</td>\n",
       "      <td>139</td>\n",
       "      <td>9066</td>\n",
       "      <td>11476</td>\n",
       "      <td>266221</td>\n",
       "      <td>9549</td>\n",
       "      <td>1231</td>\n",
       "      <td>12764</td>\n",
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       "    <tr>\n",
       "      <th>Frontal-to-Occipital (GapMap) right</th>\n",
       "      <td>156</td>\n",
       "      <td>202</td>\n",
       "      <td>78</td>\n",
       "      <td>26</td>\n",
       "      <td>161</td>\n",
       "      <td>108</td>\n",
       "      <td>2061</td>\n",
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       "      <td>457</td>\n",
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       "      <td>59</td>\n",
       "      <td>63</td>\n",
       "      <td>17348</td>\n",
       "      <td>165</td>\n",
       "      <td>9549</td>\n",
       "      <td>164784</td>\n",
       "      <td>33</td>\n",
       "      <td>13872</td>\n",
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       "    <tr>\n",
       "      <th>Frontal-to-Temporal-I (GapMap) right</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>...</td>\n",
       "      <td>21</td>\n",
       "      <td>3846</td>\n",
       "      <td>5014</td>\n",
       "      <td>53</td>\n",
       "      <td>1047</td>\n",
       "      <td>157</td>\n",
       "      <td>1231</td>\n",
       "      <td>33</td>\n",
       "      <td>5558</td>\n",
       "      <td>449</td>\n",
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       "      <th>Frontal-to-Temporal-II (GapMap) right</th>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>65</td>\n",
       "      <td>30</td>\n",
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       "      <td>39</td>\n",
       "      <td>12</td>\n",
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       "      <td>1461</td>\n",
       "      <td>2920</td>\n",
       "      <td>1005</td>\n",
       "      <td>41</td>\n",
       "      <td>12764</td>\n",
       "      <td>13872</td>\n",
       "      <td>449</td>\n",
       "      <td>21427</td>\n",
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       "<p>294 rows × 294 columns</p>\n",
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      "text/plain": [
       "                                       Area 45 (IFG) left  Area 44 (IFG) left  \\\n",
       "Area 45 (IFG) left                                   8500                4318   \n",
       "Area 44 (IFG) left                                   4318               22447   \n",
       "Area Fo1 (OFC) left                                     2                   2   \n",
       "Area Fo2 (OFC) left                                     2                   2   \n",
       "Area Fo3 (OFC) left                                    47                  22   \n",
       "...                                                   ...                 ...   \n",
       "Frontal-II (GapMap) right                              93                 613   \n",
       "Temporal-to-Parietal (GapMap) right                    35                  82   \n",
       "Frontal-to-Occipital (GapMap) right                   156                 202   \n",
       "Frontal-to-Temporal-I (GapMap) right                    5                   0   \n",
       "Frontal-to-Temporal-II (GapMap) right                   4                   3   \n",
       "\n",
       "                                       Area Fo1 (OFC) left  \\\n",
       "Area 45 (IFG) left                                       2   \n",
       "Area 44 (IFG) left                                       2   \n",
       "Area Fo1 (OFC) left                                   2636   \n",
       "Area Fo2 (OFC) left                                   4701   \n",
       "Area Fo3 (OFC) left                                   1902   \n",
       "...                                                    ...   \n",
       "Frontal-II (GapMap) right                                0   \n",
       "Temporal-to-Parietal (GapMap) right                     37   \n",
       "Frontal-to-Occipital (GapMap) right                     78   \n",
       "Frontal-to-Temporal-I (GapMap) right                     5   \n",
       "Frontal-to-Temporal-II (GapMap) right                   65   \n",
       "\n",
       "                                       Area Fo2 (OFC) left  \\\n",
       "Area 45 (IFG) left                                       2   \n",
       "Area 44 (IFG) left                                       2   \n",
       "Area Fo1 (OFC) left                                   4701   \n",
       "Area Fo2 (OFC) left                                   5939   \n",
       "Area Fo3 (OFC) left                                   2419   \n",
       "...                                                    ...   \n",
       "Frontal-II (GapMap) right                                0   \n",
       "Temporal-to-Parietal (GapMap) right                     13   \n",
       "Frontal-to-Occipital (GapMap) right                     26   \n",
       "Frontal-to-Temporal-I (GapMap) right                     2   \n",
       "Frontal-to-Temporal-II (GapMap) right                   30   \n",
       "\n",
       "                                       Area Fo3 (OFC) left  \\\n",
       "Area 45 (IFG) left                                      47   \n",
       "Area 44 (IFG) left                                      22   \n",
       "Area Fo1 (OFC) left                                   1902   \n",
       "Area Fo2 (OFC) left                                   2419   \n",
       "Area Fo3 (OFC) left                                  33345   \n",
       "...                                                    ...   \n",
       "Frontal-II (GapMap) right                                4   \n",
       "Temporal-to-Parietal (GapMap) right                     46   \n",
       "Frontal-to-Occipital (GapMap) right                    161   \n",
       "Frontal-to-Temporal-I (GapMap) right                     2   \n",
       "Frontal-to-Temporal-II (GapMap) right                   22   \n",
       "\n",
       "                                       Area hOc5 (LOC) left  \\\n",
       "Area 45 (IFG) left                                        5   \n",
       "Area 44 (IFG) left                                        3   \n",
       "Area Fo1 (OFC) left                                       7   \n",
       "Area Fo2 (OFC) left                                       2   \n",
       "Area Fo3 (OFC) left                                      32   \n",
       "...                                                     ...   \n",
       "Frontal-II (GapMap) right                                 0   \n",
       "Temporal-to-Parietal (GapMap) right                      36   \n",
       "Frontal-to-Occipital (GapMap) right                     108   \n",
       "Frontal-to-Temporal-I (GapMap) right                      1   \n",
       "Frontal-to-Temporal-II (GapMap) right                     1   \n",
       "\n",
       "                                       Area hOc2 (V2, 18) left  \\\n",
       "Area 45 (IFG) left                                           5   \n",
       "Area 44 (IFG) left                                           2   \n",
       "Area Fo1 (OFC) left                                         18   \n",
       "Area Fo2 (OFC) left                                          5   \n",
       "Area Fo3 (OFC) left                                         94   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                                    1   \n",
       "Temporal-to-Parietal (GapMap) right                        493   \n",
       "Frontal-to-Occipital (GapMap) right                       2061   \n",
       "Frontal-to-Temporal-I (GapMap) right                         4   \n",
       "Frontal-to-Temporal-II (GapMap) right                       32   \n",
       "\n",
       "                                       Area hOc1 (V1, 17, CalcS) left  \\\n",
       "Area 45 (IFG) left                                                 14   \n",
       "Area 44 (IFG) left                                                  3   \n",
       "Area Fo1 (OFC) left                                                48   \n",
       "Area Fo2 (OFC) left                                                19   \n",
       "Area Fo3 (OFC) left                                               286   \n",
       "...                                                               ...   \n",
       "Frontal-II (GapMap) right                                           2   \n",
       "Temporal-to-Parietal (GapMap) right                               457   \n",
       "Frontal-to-Occipital (GapMap) right                              1883   \n",
       "Frontal-to-Temporal-I (GapMap) right                                5   \n",
       "Frontal-to-Temporal-II (GapMap) right                              39   \n",
       "\n",
       "                                       Area hOc4v (LingG) left  \\\n",
       "Area 45 (IFG) left                                           3   \n",
       "Area 44 (IFG) left                                           2   \n",
       "Area Fo1 (OFC) left                                          8   \n",
       "Area Fo2 (OFC) left                                          4   \n",
       "Area Fo3 (OFC) left                                         56   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                                    0   \n",
       "Temporal-to-Parietal (GapMap) right                        147   \n",
       "Frontal-to-Occipital (GapMap) right                        457   \n",
       "Frontal-to-Temporal-I (GapMap) right                         1   \n",
       "Frontal-to-Temporal-II (GapMap) right                       12   \n",
       "\n",
       "                                       Area hOc3v (LingG) left  ...  \\\n",
       "Area 45 (IFG) left                                          14  ...   \n",
       "Area 44 (IFG) left                                           9  ...   \n",
       "Area Fo1 (OFC) left                                         51  ...   \n",
       "Area Fo2 (OFC) left                                         28  ...   \n",
       "Area Fo3 (OFC) left                                        284  ...   \n",
       "...                                                        ...  ...   \n",
       "Frontal-II (GapMap) right                                    2  ...   \n",
       "Temporal-to-Parietal (GapMap) right                        515  ...   \n",
       "Frontal-to-Occipital (GapMap) right                       1533  ...   \n",
       "Frontal-to-Temporal-I (GapMap) right                         6  ...   \n",
       "Frontal-to-Temporal-II (GapMap) right                       46  ...   \n",
       "\n",
       "                                       Area Ia2 (Insula) right  \\\n",
       "Area 45 (IFG) left                                           0   \n",
       "Area 44 (IFG) left                                           0   \n",
       "Area Fo1 (OFC) left                                          1   \n",
       "Area Fo2 (OFC) left                                          0   \n",
       "Area Fo3 (OFC) left                                          0   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                                    0   \n",
       "Temporal-to-Parietal (GapMap) right                       1678   \n",
       "Frontal-to-Occipital (GapMap) right                          1   \n",
       "Frontal-to-Temporal-I (GapMap) right                        21   \n",
       "Frontal-to-Temporal-II (GapMap) right                       18   \n",
       "\n",
       "                                       Area Id8 (Insula) right  \\\n",
       "Area 45 (IFG) left                                           5   \n",
       "Area 44 (IFG) left                                           1   \n",
       "Area Fo1 (OFC) left                                          1   \n",
       "Area Fo2 (OFC) left                                          0   \n",
       "Area Fo3 (OFC) left                                          0   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                                   75   \n",
       "Temporal-to-Parietal (GapMap) right                        125   \n",
       "Frontal-to-Occipital (GapMap) right                         38   \n",
       "Frontal-to-Temporal-I (GapMap) right                      3846   \n",
       "Frontal-to-Temporal-II (GapMap) right                       41   \n",
       "\n",
       "                                       Area Id10 (Insula) right  \\\n",
       "Area 45 (IFG) left                                            1   \n",
       "Area 44 (IFG) left                                            1   \n",
       "Area Fo1 (OFC) left                                          31   \n",
       "Area Fo2 (OFC) left                                          16   \n",
       "Area Fo3 (OFC) left                                           5   \n",
       "...                                                         ...   \n",
       "Frontal-II (GapMap) right                                    39   \n",
       "Temporal-to-Parietal (GapMap) right                        1562   \n",
       "Frontal-to-Occipital (GapMap) right                          59   \n",
       "Frontal-to-Temporal-I (GapMap) right                       5014   \n",
       "Frontal-to-Temporal-II (GapMap) right                      1461   \n",
       "\n",
       "                                       BST (Bed Nucleus) right  \\\n",
       "Area 45 (IFG) left                                           1   \n",
       "Area 44 (IFG) left                                           2   \n",
       "Area Fo1 (OFC) left                                          1   \n",
       "Area Fo2 (OFC) left                                          0   \n",
       "Area Fo3 (OFC) left                                          3   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                                   25   \n",
       "Temporal-to-Parietal (GapMap) right                        139   \n",
       "Frontal-to-Occipital (GapMap) right                         63   \n",
       "Frontal-to-Temporal-I (GapMap) right                        53   \n",
       "Frontal-to-Temporal-II (GapMap) right                     2920   \n",
       "\n",
       "                                       Frontal-I (GapMap) right  \\\n",
       "Area 45 (IFG) left                                         1371   \n",
       "Area 44 (IFG) left                                          221   \n",
       "Area Fo1 (OFC) left                                         162   \n",
       "Area Fo2 (OFC) left                                          46   \n",
       "Area Fo3 (OFC) left                                          69   \n",
       "...                                                         ...   \n",
       "Frontal-II (GapMap) right                                  9106   \n",
       "Temporal-to-Parietal (GapMap) right                        9066   \n",
       "Frontal-to-Occipital (GapMap) right                       17348   \n",
       "Frontal-to-Temporal-I (GapMap) right                       1047   \n",
       "Frontal-to-Temporal-II (GapMap) right                      1005   \n",
       "\n",
       "                                       Frontal-II (GapMap) right  \\\n",
       "Area 45 (IFG) left                                            93   \n",
       "Area 44 (IFG) left                                           613   \n",
       "Area Fo1 (OFC) left                                            0   \n",
       "Area Fo2 (OFC) left                                            0   \n",
       "Area Fo3 (OFC) left                                            4   \n",
       "...                                                          ...   \n",
       "Frontal-II (GapMap) right                                  64770   \n",
       "Temporal-to-Parietal (GapMap) right                        11476   \n",
       "Frontal-to-Occipital (GapMap) right                          165   \n",
       "Frontal-to-Temporal-I (GapMap) right                         157   \n",
       "Frontal-to-Temporal-II (GapMap) right                         41   \n",
       "\n",
       "                                       Temporal-to-Parietal (GapMap) right  \\\n",
       "Area 45 (IFG) left                                                      35   \n",
       "Area 44 (IFG) left                                                      82   \n",
       "Area Fo1 (OFC) left                                                     37   \n",
       "Area Fo2 (OFC) left                                                     13   \n",
       "Area Fo3 (OFC) left                                                     46   \n",
       "...                                                                    ...   \n",
       "Frontal-II (GapMap) right                                            11476   \n",
       "Temporal-to-Parietal (GapMap) right                                 266221   \n",
       "Frontal-to-Occipital (GapMap) right                                   9549   \n",
       "Frontal-to-Temporal-I (GapMap) right                                  1231   \n",
       "Frontal-to-Temporal-II (GapMap) right                                12764   \n",
       "\n",
       "                                       Frontal-to-Occipital (GapMap) right  \\\n",
       "Area 45 (IFG) left                                                     156   \n",
       "Area 44 (IFG) left                                                     202   \n",
       "Area Fo1 (OFC) left                                                     78   \n",
       "Area Fo2 (OFC) left                                                     26   \n",
       "Area Fo3 (OFC) left                                                    161   \n",
       "...                                                                    ...   \n",
       "Frontal-II (GapMap) right                                              165   \n",
       "Temporal-to-Parietal (GapMap) right                                   9549   \n",
       "Frontal-to-Occipital (GapMap) right                                 164784   \n",
       "Frontal-to-Temporal-I (GapMap) right                                    33   \n",
       "Frontal-to-Temporal-II (GapMap) right                                13872   \n",
       "\n",
       "                                       Frontal-to-Temporal-I (GapMap) right  \\\n",
       "Area 45 (IFG) left                                                        5   \n",
       "Area 44 (IFG) left                                                        0   \n",
       "Area Fo1 (OFC) left                                                       5   \n",
       "Area Fo2 (OFC) left                                                       2   \n",
       "Area Fo3 (OFC) left                                                       2   \n",
       "...                                                                     ...   \n",
       "Frontal-II (GapMap) right                                               157   \n",
       "Temporal-to-Parietal (GapMap) right                                    1231   \n",
       "Frontal-to-Occipital (GapMap) right                                      33   \n",
       "Frontal-to-Temporal-I (GapMap) right                                   5558   \n",
       "Frontal-to-Temporal-II (GapMap) right                                   449   \n",
       "\n",
       "                                       Frontal-to-Temporal-II (GapMap) right  \n",
       "Area 45 (IFG) left                                                         4  \n",
       "Area 44 (IFG) left                                                         3  \n",
       "Area Fo1 (OFC) left                                                       65  \n",
       "Area Fo2 (OFC) left                                                       30  \n",
       "Area Fo3 (OFC) left                                                       22  \n",
       "...                                                                      ...  \n",
       "Frontal-II (GapMap) right                                                 41  \n",
       "Temporal-to-Parietal (GapMap) right                                    12764  \n",
       "Frontal-to-Occipital (GapMap) right                                    13872  \n",
       "Frontal-to-Temporal-I (GapMap) right                                     449  \n",
       "Frontal-to-Temporal-II (GapMap) right                                  21427  \n",
       "\n",
       "[294 rows x 294 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get connectivity weights\n",
    "# this gives us a list of StreamlineCounts objects, so we'll arbitrarily choose one\n",
    "conn_weights = siibra.get_features(jubrain, siibra.modalities.StreamlineCounts)\n",
    "print(f'There are {len(conn_weights)} StreamlineCounts objects in {jubrain.name}')\n",
    "conn_weights = conn_weights[0]\n",
    "# get the weights matrix of StreamlineCounts object\n",
    "weights_matrix = conn_weights.matrix\n",
    "weights_matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "9fd29ada-78c7-477b-bf29-b2f2719ca274",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 200 StreamlineLengths objects in Julich-Brain Cytoarchitectonic Maps 2.9\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Area 45 (IFG) left</th>\n",
       "      <th>Area 44 (IFG) left</th>\n",
       "      <th>Area Fo1 (OFC) left</th>\n",
       "      <th>Area Fo2 (OFC) left</th>\n",
       "      <th>Area Fo3 (OFC) left</th>\n",
       "      <th>Area hOc5 (LOC) left</th>\n",
       "      <th>Area hOc2 (V2, 18) left</th>\n",
       "      <th>Area hOc1 (V1, 17, CalcS) left</th>\n",
       "      <th>Area hOc4v (LingG) left</th>\n",
       "      <th>Area hOc3v (LingG) left</th>\n",
       "      <th>...</th>\n",
       "      <th>Area Ia2 (Insula) right</th>\n",
       "      <th>Area Id8 (Insula) right</th>\n",
       "      <th>Area Id10 (Insula) right</th>\n",
       "      <th>BST (Bed Nucleus) right</th>\n",
       "      <th>Frontal-I (GapMap) right</th>\n",
       "      <th>Frontal-II (GapMap) right</th>\n",
       "      <th>Temporal-to-Parietal (GapMap) right</th>\n",
       "      <th>Frontal-to-Occipital (GapMap) right</th>\n",
       "      <th>Frontal-to-Temporal-I (GapMap) right</th>\n",
       "      <th>Frontal-to-Temporal-II (GapMap) right</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Area 45 (IFG) left</th>\n",
       "      <td>16.994407</td>\n",
       "      <td>38.081507</td>\n",
       "      <td>195.311279</td>\n",
       "      <td>201.907616</td>\n",
       "      <td>125.808851</td>\n",
       "      <td>163.015915</td>\n",
       "      <td>182.258362</td>\n",
       "      <td>166.402784</td>\n",
       "      <td>180.426682</td>\n",
       "      <td>197.356187</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147.124242</td>\n",
       "      <td>142.433517</td>\n",
       "      <td>169.909424</td>\n",
       "      <td>116.887808</td>\n",
       "      <td>132.034703</td>\n",
       "      <td>204.668400</td>\n",
       "      <td>132.007333</td>\n",
       "      <td>128.310115</td>\n",
       "      <td>187.696041</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area 44 (IFG) left</th>\n",
       "      <td>38.081507</td>\n",
       "      <td>13.034833</td>\n",
       "      <td>213.668045</td>\n",
       "      <td>177.720634</td>\n",
       "      <td>189.020611</td>\n",
       "      <td>198.157252</td>\n",
       "      <td>202.021126</td>\n",
       "      <td>172.510076</td>\n",
       "      <td>186.613976</td>\n",
       "      <td>194.844974</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>169.398178</td>\n",
       "      <td>235.456497</td>\n",
       "      <td>195.798454</td>\n",
       "      <td>136.557547</td>\n",
       "      <td>119.045513</td>\n",
       "      <td>182.968112</td>\n",
       "      <td>117.313874</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>155.974040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area Fo1 (OFC) left</th>\n",
       "      <td>195.311279</td>\n",
       "      <td>213.668045</td>\n",
       "      <td>9.148724</td>\n",
       "      <td>18.561265</td>\n",
       "      <td>34.695501</td>\n",
       "      <td>150.748995</td>\n",
       "      <td>172.348150</td>\n",
       "      <td>148.291153</td>\n",
       "      <td>162.948624</td>\n",
       "      <td>158.491185</td>\n",
       "      <td>...</td>\n",
       "      <td>94.162720</td>\n",
       "      <td>155.725723</td>\n",
       "      <td>91.459862</td>\n",
       "      <td>159.711212</td>\n",
       "      <td>133.437857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>154.608915</td>\n",
       "      <td>165.762942</td>\n",
       "      <td>134.667398</td>\n",
       "      <td>96.035232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area Fo2 (OFC) left</th>\n",
       "      <td>201.907616</td>\n",
       "      <td>177.720634</td>\n",
       "      <td>18.561265</td>\n",
       "      <td>8.290113</td>\n",
       "      <td>25.276772</td>\n",
       "      <td>135.620590</td>\n",
       "      <td>150.290402</td>\n",
       "      <td>136.096198</td>\n",
       "      <td>164.152031</td>\n",
       "      <td>140.833088</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>82.563879</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>145.795360</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>127.320258</td>\n",
       "      <td>153.927498</td>\n",
       "      <td>136.966064</td>\n",
       "      <td>85.304353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area Fo3 (OFC) left</th>\n",
       "      <td>125.808851</td>\n",
       "      <td>189.020611</td>\n",
       "      <td>34.695501</td>\n",
       "      <td>25.276772</td>\n",
       "      <td>17.457974</td>\n",
       "      <td>137.713294</td>\n",
       "      <td>155.761973</td>\n",
       "      <td>138.465865</td>\n",
       "      <td>158.783879</td>\n",
       "      <td>149.225254</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>82.248300</td>\n",
       "      <td>191.424372</td>\n",
       "      <td>146.987074</td>\n",
       "      <td>200.441921</td>\n",
       "      <td>215.873624</td>\n",
       "      <td>192.745769</td>\n",
       "      <td>136.365170</td>\n",
       "      <td>127.296806</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Frontal-II (GapMap) right</th>\n",
       "      <td>132.034703</td>\n",
       "      <td>119.045513</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200.441921</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>174.721176</td>\n",
       "      <td>178.547577</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>193.076691</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>82.905113</td>\n",
       "      <td>123.830118</td>\n",
       "      <td>93.797507</td>\n",
       "      <td>41.313478</td>\n",
       "      <td>15.705879</td>\n",
       "      <td>92.756906</td>\n",
       "      <td>99.914461</td>\n",
       "      <td>109.444252</td>\n",
       "      <td>116.005468</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Temporal-to-Parietal (GapMap) right</th>\n",
       "      <td>204.668400</td>\n",
       "      <td>182.968112</td>\n",
       "      <td>154.608915</td>\n",
       "      <td>127.320258</td>\n",
       "      <td>215.873624</td>\n",
       "      <td>164.995316</td>\n",
       "      <td>168.196508</td>\n",
       "      <td>162.367328</td>\n",
       "      <td>172.643112</td>\n",
       "      <td>172.215473</td>\n",
       "      <td>...</td>\n",
       "      <td>16.422538</td>\n",
       "      <td>119.090154</td>\n",
       "      <td>64.745149</td>\n",
       "      <td>91.692666</td>\n",
       "      <td>134.841029</td>\n",
       "      <td>92.756906</td>\n",
       "      <td>19.298033</td>\n",
       "      <td>46.555785</td>\n",
       "      <td>106.123086</td>\n",
       "      <td>29.244971</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Frontal-to-Occipital (GapMap) right</th>\n",
       "      <td>132.007333</td>\n",
       "      <td>117.313874</td>\n",
       "      <td>165.762942</td>\n",
       "      <td>153.927498</td>\n",
       "      <td>192.745769</td>\n",
       "      <td>133.345390</td>\n",
       "      <td>137.640043</td>\n",
       "      <td>132.323109</td>\n",
       "      <td>141.606539</td>\n",
       "      <td>140.009950</td>\n",
       "      <td>...</td>\n",
       "      <td>104.012665</td>\n",
       "      <td>100.743001</td>\n",
       "      <td>132.960671</td>\n",
       "      <td>103.035530</td>\n",
       "      <td>37.451387</td>\n",
       "      <td>99.914461</td>\n",
       "      <td>46.555785</td>\n",
       "      <td>16.865872</td>\n",
       "      <td>150.879364</td>\n",
       "      <td>34.783893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Frontal-to-Temporal-I (GapMap) right</th>\n",
       "      <td>128.310115</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>134.667398</td>\n",
       "      <td>136.966064</td>\n",
       "      <td>136.365170</td>\n",
       "      <td>212.719467</td>\n",
       "      <td>230.611797</td>\n",
       "      <td>214.638242</td>\n",
       "      <td>225.071594</td>\n",
       "      <td>236.950048</td>\n",
       "      <td>...</td>\n",
       "      <td>25.162662</td>\n",
       "      <td>29.474194</td>\n",
       "      <td>20.070021</td>\n",
       "      <td>69.917085</td>\n",
       "      <td>50.445586</td>\n",
       "      <td>109.444252</td>\n",
       "      <td>106.123086</td>\n",
       "      <td>150.879364</td>\n",
       "      <td>10.850881</td>\n",
       "      <td>52.406814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Frontal-to-Temporal-II (GapMap) right</th>\n",
       "      <td>187.696041</td>\n",
       "      <td>155.974040</td>\n",
       "      <td>96.035232</td>\n",
       "      <td>85.304353</td>\n",
       "      <td>127.296806</td>\n",
       "      <td>158.361389</td>\n",
       "      <td>169.991246</td>\n",
       "      <td>167.263352</td>\n",
       "      <td>182.232648</td>\n",
       "      <td>174.594474</td>\n",
       "      <td>...</td>\n",
       "      <td>24.671304</td>\n",
       "      <td>51.468829</td>\n",
       "      <td>19.852863</td>\n",
       "      <td>11.300458</td>\n",
       "      <td>83.609275</td>\n",
       "      <td>116.005468</td>\n",
       "      <td>29.244971</td>\n",
       "      <td>34.783893</td>\n",
       "      <td>52.406814</td>\n",
       "      <td>7.917474</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>294 rows × 294 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                       Area 45 (IFG) left  Area 44 (IFG) left  \\\n",
       "Area 45 (IFG) left                              16.994407           38.081507   \n",
       "Area 44 (IFG) left                              38.081507           13.034833   \n",
       "Area Fo1 (OFC) left                            195.311279          213.668045   \n",
       "Area Fo2 (OFC) left                            201.907616          177.720634   \n",
       "Area Fo3 (OFC) left                            125.808851          189.020611   \n",
       "...                                                   ...                 ...   \n",
       "Frontal-II (GapMap) right                      132.034703          119.045513   \n",
       "Temporal-to-Parietal (GapMap) right            204.668400          182.968112   \n",
       "Frontal-to-Occipital (GapMap) right            132.007333          117.313874   \n",
       "Frontal-to-Temporal-I (GapMap) right           128.310115            0.000000   \n",
       "Frontal-to-Temporal-II (GapMap) right          187.696041          155.974040   \n",
       "\n",
       "                                       Area Fo1 (OFC) left  \\\n",
       "Area 45 (IFG) left                              195.311279   \n",
       "Area 44 (IFG) left                              213.668045   \n",
       "Area Fo1 (OFC) left                               9.148724   \n",
       "Area Fo2 (OFC) left                              18.561265   \n",
       "Area Fo3 (OFC) left                              34.695501   \n",
       "...                                                    ...   \n",
       "Frontal-II (GapMap) right                         0.000000   \n",
       "Temporal-to-Parietal (GapMap) right             154.608915   \n",
       "Frontal-to-Occipital (GapMap) right             165.762942   \n",
       "Frontal-to-Temporal-I (GapMap) right            134.667398   \n",
       "Frontal-to-Temporal-II (GapMap) right            96.035232   \n",
       "\n",
       "                                       Area Fo2 (OFC) left  \\\n",
       "Area 45 (IFG) left                              201.907616   \n",
       "Area 44 (IFG) left                              177.720634   \n",
       "Area Fo1 (OFC) left                              18.561265   \n",
       "Area Fo2 (OFC) left                               8.290113   \n",
       "Area Fo3 (OFC) left                              25.276772   \n",
       "...                                                    ...   \n",
       "Frontal-II (GapMap) right                         0.000000   \n",
       "Temporal-to-Parietal (GapMap) right             127.320258   \n",
       "Frontal-to-Occipital (GapMap) right             153.927498   \n",
       "Frontal-to-Temporal-I (GapMap) right            136.966064   \n",
       "Frontal-to-Temporal-II (GapMap) right            85.304353   \n",
       "\n",
       "                                       Area Fo3 (OFC) left  \\\n",
       "Area 45 (IFG) left                              125.808851   \n",
       "Area 44 (IFG) left                              189.020611   \n",
       "Area Fo1 (OFC) left                              34.695501   \n",
       "Area Fo2 (OFC) left                              25.276772   \n",
       "Area Fo3 (OFC) left                              17.457974   \n",
       "...                                                    ...   \n",
       "Frontal-II (GapMap) right                       200.441921   \n",
       "Temporal-to-Parietal (GapMap) right             215.873624   \n",
       "Frontal-to-Occipital (GapMap) right             192.745769   \n",
       "Frontal-to-Temporal-I (GapMap) right            136.365170   \n",
       "Frontal-to-Temporal-II (GapMap) right           127.296806   \n",
       "\n",
       "                                       Area hOc5 (LOC) left  \\\n",
       "Area 45 (IFG) left                               163.015915   \n",
       "Area 44 (IFG) left                               198.157252   \n",
       "Area Fo1 (OFC) left                              150.748995   \n",
       "Area Fo2 (OFC) left                              135.620590   \n",
       "Area Fo3 (OFC) left                              137.713294   \n",
       "...                                                     ...   \n",
       "Frontal-II (GapMap) right                          0.000000   \n",
       "Temporal-to-Parietal (GapMap) right              164.995316   \n",
       "Frontal-to-Occipital (GapMap) right              133.345390   \n",
       "Frontal-to-Temporal-I (GapMap) right             212.719467   \n",
       "Frontal-to-Temporal-II (GapMap) right            158.361389   \n",
       "\n",
       "                                       Area hOc2 (V2, 18) left  \\\n",
       "Area 45 (IFG) left                                  182.258362   \n",
       "Area 44 (IFG) left                                  202.021126   \n",
       "Area Fo1 (OFC) left                                 172.348150   \n",
       "Area Fo2 (OFC) left                                 150.290402   \n",
       "Area Fo3 (OFC) left                                 155.761973   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                           174.721176   \n",
       "Temporal-to-Parietal (GapMap) right                 168.196508   \n",
       "Frontal-to-Occipital (GapMap) right                 137.640043   \n",
       "Frontal-to-Temporal-I (GapMap) right                230.611797   \n",
       "Frontal-to-Temporal-II (GapMap) right               169.991246   \n",
       "\n",
       "                                       Area hOc1 (V1, 17, CalcS) left  \\\n",
       "Area 45 (IFG) left                                         166.402784   \n",
       "Area 44 (IFG) left                                         172.510076   \n",
       "Area Fo1 (OFC) left                                        148.291153   \n",
       "Area Fo2 (OFC) left                                        136.096198   \n",
       "Area Fo3 (OFC) left                                        138.465865   \n",
       "...                                                               ...   \n",
       "Frontal-II (GapMap) right                                  178.547577   \n",
       "Temporal-to-Parietal (GapMap) right                        162.367328   \n",
       "Frontal-to-Occipital (GapMap) right                        132.323109   \n",
       "Frontal-to-Temporal-I (GapMap) right                       214.638242   \n",
       "Frontal-to-Temporal-II (GapMap) right                      167.263352   \n",
       "\n",
       "                                       Area hOc4v (LingG) left  \\\n",
       "Area 45 (IFG) left                                  180.426682   \n",
       "Area 44 (IFG) left                                  186.613976   \n",
       "Area Fo1 (OFC) left                                 162.948624   \n",
       "Area Fo2 (OFC) left                                 164.152031   \n",
       "Area Fo3 (OFC) left                                 158.783879   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                             0.000000   \n",
       "Temporal-to-Parietal (GapMap) right                 172.643112   \n",
       "Frontal-to-Occipital (GapMap) right                 141.606539   \n",
       "Frontal-to-Temporal-I (GapMap) right                225.071594   \n",
       "Frontal-to-Temporal-II (GapMap) right               182.232648   \n",
       "\n",
       "                                       Area hOc3v (LingG) left  ...  \\\n",
       "Area 45 (IFG) left                                  197.356187  ...   \n",
       "Area 44 (IFG) left                                  194.844974  ...   \n",
       "Area Fo1 (OFC) left                                 158.491185  ...   \n",
       "Area Fo2 (OFC) left                                 140.833088  ...   \n",
       "Area Fo3 (OFC) left                                 149.225254  ...   \n",
       "...                                                        ...  ...   \n",
       "Frontal-II (GapMap) right                           193.076691  ...   \n",
       "Temporal-to-Parietal (GapMap) right                 172.215473  ...   \n",
       "Frontal-to-Occipital (GapMap) right                 140.009950  ...   \n",
       "Frontal-to-Temporal-I (GapMap) right                236.950048  ...   \n",
       "Frontal-to-Temporal-II (GapMap) right               174.594474  ...   \n",
       "\n",
       "                                       Area Ia2 (Insula) right  \\\n",
       "Area 45 (IFG) left                                    0.000000   \n",
       "Area 44 (IFG) left                                    0.000000   \n",
       "Area Fo1 (OFC) left                                  94.162720   \n",
       "Area Fo2 (OFC) left                                   0.000000   \n",
       "Area Fo3 (OFC) left                                   0.000000   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                             0.000000   \n",
       "Temporal-to-Parietal (GapMap) right                  16.422538   \n",
       "Frontal-to-Occipital (GapMap) right                 104.012665   \n",
       "Frontal-to-Temporal-I (GapMap) right                 25.162662   \n",
       "Frontal-to-Temporal-II (GapMap) right                24.671304   \n",
       "\n",
       "                                       Area Id8 (Insula) right  \\\n",
       "Area 45 (IFG) left                                  147.124242   \n",
       "Area 44 (IFG) left                                  169.398178   \n",
       "Area Fo1 (OFC) left                                 155.725723   \n",
       "Area Fo2 (OFC) left                                   0.000000   \n",
       "Area Fo3 (OFC) left                                   0.000000   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                            82.905113   \n",
       "Temporal-to-Parietal (GapMap) right                 119.090154   \n",
       "Frontal-to-Occipital (GapMap) right                 100.743001   \n",
       "Frontal-to-Temporal-I (GapMap) right                 29.474194   \n",
       "Frontal-to-Temporal-II (GapMap) right                51.468829   \n",
       "\n",
       "                                       Area Id10 (Insula) right  \\\n",
       "Area 45 (IFG) left                                   142.433517   \n",
       "Area 44 (IFG) left                                   235.456497   \n",
       "Area Fo1 (OFC) left                                   91.459862   \n",
       "Area Fo2 (OFC) left                                   82.563879   \n",
       "Area Fo3 (OFC) left                                   82.248300   \n",
       "...                                                         ...   \n",
       "Frontal-II (GapMap) right                            123.830118   \n",
       "Temporal-to-Parietal (GapMap) right                   64.745149   \n",
       "Frontal-to-Occipital (GapMap) right                  132.960671   \n",
       "Frontal-to-Temporal-I (GapMap) right                  20.070021   \n",
       "Frontal-to-Temporal-II (GapMap) right                 19.852863   \n",
       "\n",
       "                                       BST (Bed Nucleus) right  \\\n",
       "Area 45 (IFG) left                                  169.909424   \n",
       "Area 44 (IFG) left                                  195.798454   \n",
       "Area Fo1 (OFC) left                                 159.711212   \n",
       "Area Fo2 (OFC) left                                   0.000000   \n",
       "Area Fo3 (OFC) left                                 191.424372   \n",
       "...                                                        ...   \n",
       "Frontal-II (GapMap) right                            93.797507   \n",
       "Temporal-to-Parietal (GapMap) right                  91.692666   \n",
       "Frontal-to-Occipital (GapMap) right                 103.035530   \n",
       "Frontal-to-Temporal-I (GapMap) right                 69.917085   \n",
       "Frontal-to-Temporal-II (GapMap) right                11.300458   \n",
       "\n",
       "                                       Frontal-I (GapMap) right  \\\n",
       "Area 45 (IFG) left                                   116.887808   \n",
       "Area 44 (IFG) left                                   136.557547   \n",
       "Area Fo1 (OFC) left                                  133.437857   \n",
       "Area Fo2 (OFC) left                                  145.795360   \n",
       "Area Fo3 (OFC) left                                  146.987074   \n",
       "...                                                         ...   \n",
       "Frontal-II (GapMap) right                             41.313478   \n",
       "Temporal-to-Parietal (GapMap) right                  134.841029   \n",
       "Frontal-to-Occipital (GapMap) right                   37.451387   \n",
       "Frontal-to-Temporal-I (GapMap) right                  50.445586   \n",
       "Frontal-to-Temporal-II (GapMap) right                 83.609275   \n",
       "\n",
       "                                       Frontal-II (GapMap) right  \\\n",
       "Area 45 (IFG) left                                    132.034703   \n",
       "Area 44 (IFG) left                                    119.045513   \n",
       "Area Fo1 (OFC) left                                     0.000000   \n",
       "Area Fo2 (OFC) left                                     0.000000   \n",
       "Area Fo3 (OFC) left                                   200.441921   \n",
       "...                                                          ...   \n",
       "Frontal-II (GapMap) right                              15.705879   \n",
       "Temporal-to-Parietal (GapMap) right                    92.756906   \n",
       "Frontal-to-Occipital (GapMap) right                    99.914461   \n",
       "Frontal-to-Temporal-I (GapMap) right                  109.444252   \n",
       "Frontal-to-Temporal-II (GapMap) right                 116.005468   \n",
       "\n",
       "                                       Temporal-to-Parietal (GapMap) right  \\\n",
       "Area 45 (IFG) left                                              204.668400   \n",
       "Area 44 (IFG) left                                              182.968112   \n",
       "Area Fo1 (OFC) left                                             154.608915   \n",
       "Area Fo2 (OFC) left                                             127.320258   \n",
       "Area Fo3 (OFC) left                                             215.873624   \n",
       "...                                                                    ...   \n",
       "Frontal-II (GapMap) right                                        92.756906   \n",
       "Temporal-to-Parietal (GapMap) right                              19.298033   \n",
       "Frontal-to-Occipital (GapMap) right                              46.555785   \n",
       "Frontal-to-Temporal-I (GapMap) right                            106.123086   \n",
       "Frontal-to-Temporal-II (GapMap) right                            29.244971   \n",
       "\n",
       "                                       Frontal-to-Occipital (GapMap) right  \\\n",
       "Area 45 (IFG) left                                              132.007333   \n",
       "Area 44 (IFG) left                                              117.313874   \n",
       "Area Fo1 (OFC) left                                             165.762942   \n",
       "Area Fo2 (OFC) left                                             153.927498   \n",
       "Area Fo3 (OFC) left                                             192.745769   \n",
       "...                                                                    ...   \n",
       "Frontal-II (GapMap) right                                        99.914461   \n",
       "Temporal-to-Parietal (GapMap) right                              46.555785   \n",
       "Frontal-to-Occipital (GapMap) right                              16.865872   \n",
       "Frontal-to-Temporal-I (GapMap) right                            150.879364   \n",
       "Frontal-to-Temporal-II (GapMap) right                            34.783893   \n",
       "\n",
       "                                       Frontal-to-Temporal-I (GapMap) right  \\\n",
       "Area 45 (IFG) left                                               128.310115   \n",
       "Area 44 (IFG) left                                                 0.000000   \n",
       "Area Fo1 (OFC) left                                              134.667398   \n",
       "Area Fo2 (OFC) left                                              136.966064   \n",
       "Area Fo3 (OFC) left                                              136.365170   \n",
       "...                                                                     ...   \n",
       "Frontal-II (GapMap) right                                        109.444252   \n",
       "Temporal-to-Parietal (GapMap) right                              106.123086   \n",
       "Frontal-to-Occipital (GapMap) right                              150.879364   \n",
       "Frontal-to-Temporal-I (GapMap) right                              10.850881   \n",
       "Frontal-to-Temporal-II (GapMap) right                             52.406814   \n",
       "\n",
       "                                       Frontal-to-Temporal-II (GapMap) right  \n",
       "Area 45 (IFG) left                                                187.696041  \n",
       "Area 44 (IFG) left                                                155.974040  \n",
       "Area Fo1 (OFC) left                                                96.035232  \n",
       "Area Fo2 (OFC) left                                                85.304353  \n",
       "Area Fo3 (OFC) left                                               127.296806  \n",
       "...                                                                      ...  \n",
       "Frontal-II (GapMap) right                                         116.005468  \n",
       "Temporal-to-Parietal (GapMap) right                                29.244971  \n",
       "Frontal-to-Occipital (GapMap) right                                34.783893  \n",
       "Frontal-to-Temporal-I (GapMap) right                               52.406814  \n",
       "Frontal-to-Temporal-II (GapMap) right                               7.917474  \n",
       "\n",
       "[294 rows x 294 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# repeat for connectivity tracts\n",
    "conn_tracts = siibra.get_features(jubrain, siibra.modalities.StreamlineLengths)\n",
    "print(f'There are {len(conn_tracts)} StreamlineLengths objects in {jubrain.name}')\n",
    "conn_tracts = conn_tracts[0]\n",
    "# get the weights matrix of StreamlineCounts object\n",
    "tracts_matrix = conn_tracts.matrix\n",
    "tracts_matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "b7b39d17-168e-4863-89ab-16d41d0cb818",
   "metadata": {},
   "outputs": [],
   "source": [
    "# check that the weights and tracts come from the same subject\n",
    "assert len(weights_matrix) == len(tracts_matrix)\n",
    "\n",
    "weights_info = conn_weights.src_info\n",
    "tracts_info = conn_tracts.src_info\n",
    "assert weights_info['name'] == tracts_info['name']\n",
    "assert weights_info['dataset_id'] == tracts_info['dataset_id']\n",
    "assert weights_info['subject'] == tracts_info['subject']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "082f19b5-9a3d-460b-bf6d-2fb08dd292c5",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Get region names\n",
    "##### (In siibra the indices of weights/tracts matrix are Region objects)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3410f623-3df4-4113-9192-1308dc34a670",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# get list of region objects\n",
    "regions = weights_matrix.index.values\n",
    "regions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "9d30e4f9-3043-4e3e-b3a4-e8cd7bc180fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# get region names and the corresponding hemispheres\n",
    "reg_names = []\n",
    "hemi = []\n",
    "for r in regions:\n",
    "    name = r.name\n",
    "    reg_names.append(name)\n",
    "    \n",
    "    if 'right' in name:\n",
    "        hemi.append(1)\n",
    "    # there is a bug on the else branch: there are regions which refer to both the right and left hemishperes;\n",
    "    # right now they are put in the left hemisphere, but this is wrong! and should be corrected in some way\n",
    "    else:\n",
    "        hemi.append(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1ccd3abb-e08d-417d-8700-64cdd89643b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Area 45 (IFG) left',\n",
       " 'Area 44 (IFG) left',\n",
       " 'Area Fo1 (OFC) left',\n",
       " 'Area Fo2 (OFC) left',\n",
       " 'Area Fo3 (OFC) left']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg_names[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "9507de90-43f6-417c-af33-637a475ae75f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0, 0, 0, 0, 0]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# check the correctness of hemi array\n",
    "hemi[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "66d89fd2-b302-4611-91b6-a95c6993e521",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[temporo-parietal junction\n",
       " └── Area TPJ (STG/SMG)\n",
       "     ├── Area TPJ (STG/SMG) left\n",
       "     └── Area TPJ (STG/SMG) right,\n",
       " laterobasal group\n",
       " └── LB (Amygdala)\n",
       "     ├── LB (Amygdala) left\n",
       "     └── LB (Amygdala) right,\n",
       " fastigial nucleus\n",
       " └── Fastigial Nucleus (Cerebellum)\n",
       "     ├── Fastigial Nucleus (Cerebellum) left\n",
       "     └── Fastigial Nucleus (Cerebellum) right,\n",
       " Group: globose nucleus,emboliform nucleus\n",
       " ├── globose nucleus\n",
       " │   └── Interposed Nucleus (Cerebellum)\n",
       " │       ├── Interposed Nucleus (Cerebellum) left\n",
       " │       └── Interposed Nucleus (Cerebellum) right\n",
       " └── emboliform nucleus\n",
       "     └── Interposed Nucleus (Cerebellum)\n",
       "         ├── Interposed Nucleus (Cerebellum) left\n",
       "         └── Interposed Nucleus (Cerebellum) right,\n",
       " sublenticular part of basal forebrain\n",
       " └── Ch 4 (Basal Forebrain)\n",
       "     ├── Ch 4 (Basal Forebrain) left\n",
       "     └── Ch 4 (Basal Forebrain) right,\n",
       " Group: magnocellular group within septum,magnocellular group within horizontal limb of diagnoal band\n",
       " ├── magnocellular group within septum\n",
       " │   └── Ch 123 (Basal Forebrain)\n",
       " │       ├── Ch 123 (Basal Forebrain) left\n",
       " │       └── Ch 123 (Basal Forebrain) right\n",
       " └── magnocellular group within horizontal limb of diagnoal band\n",
       "     └── Ch 123 (Basal Forebrain)\n",
       "         ├── Ch 123 (Basal Forebrain) left\n",
       "         └── Ch 123 (Basal Forebrain) right,\n",
       " superior frontal sulcus\n",
       " └── Area 6d3 (SFS)\n",
       "     ├── Area 6d3 (SFS) left\n",
       "     └── Area 6d3 (SFS) right,\n",
       " centromedial group\n",
       " └── CM (Amygdala)\n",
       "     ├── CM (Amygdala) left\n",
       "     └── CM (Amygdala) right,\n",
       " parieto-occipital sulcus\n",
       " └── Area hPO1 (POS)\n",
       "     ├── Area hPO1 (POS) left\n",
       "     └── Area hPO1 (POS) right,\n",
       " Group: mesial precentral gyrus,mesial precentral gyrus\n",
       " ├── mesial precentral gyrus\n",
       " │   └── Area 6mp (SMA, mesial SFG)\n",
       " │       ├── Area 6mp (SMA, mesial SFG) left\n",
       " │       └── Area 6mp (SMA, mesial SFG) right\n",
       " └── mesial precentral gyrus\n",
       "     └── Area 6mp (SMA, mesial SFG)\n",
       "         ├── Area 6mp (SMA, mesial SFG) left\n",
       "         └── Area 6mp (SMA, mesial SFG) right,\n",
       " collateral sulcus\n",
       " └── Area CoS1 (CoS)\n",
       "     ├── Area CoS1 (CoS) left\n",
       "     └── Area CoS1 (CoS) right,\n",
       " lateral geniculate body\n",
       " └── CGL (Metathalamus)\n",
       "     ├── CGL (Metathalamus) left\n",
       "     ├── CGL (Metathalamus) right\n",
       "     ├── LGB-lam1 (CGL, Metathalamus) [extension region]\n",
       "     ├── LGB-lam2 (CGL, Metathalamus) [extension region]\n",
       "     ├── LGB-lam3 (CGL, Metathalamus) [extension region]\n",
       "     ├── LGB-lam4 (CGL, Metathalamus) [extension region]\n",
       "     ├── LGB-lam5 (CGL, Metathalamus) [extension region]\n",
       "     └── LGB-lam6 (CGL, Metathalamus) [extension region],\n",
       " medial geniculate body\n",
       " ├── CGM (Metathalamus)\n",
       " │   ├── CGM (Metathalamus) left\n",
       " │   └── CGM (Metathalamus) right\n",
       " ├── MGB-MGBd (CGM, Metathalamus) [extension region]\n",
       " ├── MGB-MGBm (CGM, Metathalamus) [extension region]\n",
       " └── MGB-MGBv (CGM, Metathalamus) [extension region],\n",
       " ventral striatum\n",
       " └── bed nucleus\n",
       "     └── BST (Bed Nucleus)\n",
       "         ├── BST (Bed Nucleus) left\n",
       "         └── BST (Bed Nucleus) right]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# save regions related to both hemispheres for future reference?\n",
    "both_hemi_regions = []\n",
    "for r in regions:\n",
    "    name = r.name\n",
    "    if 'left' not in name and 'right' not in name:\n",
    "        both_hemi_regions.append(r)\n",
    "both_hemi_regions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9714cb86-a5eb-4544-b5cb-c85a3c365c70",
   "metadata": {},
   "source": [
    "### Get region positions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8c4260a3-c708-4936-a402-5b3ba63a63ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "# first we need a space in which the positions are computed\n",
    "space = atlas.spaces.MNI152_2009C_NONL_ASYM # commonly used space in other examples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "746a3cff-4bcd-4e40-a639-cb3773441bf2",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "positions = []\n",
    "for r in regions:\n",
    "    # get centroids list\n",
    "    centroids = r.centroids(space)\n",
    "    # get siibra.Point object from centroid list; some regions have multiple centroids, but only the first one is selected\n",
    "    centroids = centroids[0]\n",
    "    # tuple() gives the coordinates of a centroid\n",
    "    positions.append(tuple(centroids))\n",
    "positions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "796fa04f-029d-423a-aaa9-e8c7f616630e",
   "metadata": {},
   "source": [
    "### Create TVB Connectivity with data obtained using siibra"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "953e0bcb-e8f2-4d7e-9c31-aca50c484cf7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<h3>Connectivity</h3>\n",
       "<thead><tr><th></th><th style=\"text-align:left;width:40%\">value</th></tr></thead>\n",
       "<tbody>\n",
       "<tr><td>Number of connections</td><td style=\"text-align:left;\"><pre>39366</pre></td>\n",
       "<tr><td>Number of regions</td><td style=\"text-align:left;\"><pre>294</pre></td>\n",
       "<tr><td>Undirected</td><td style=\"text-align:left;\"><pre>True</pre></td>\n",
       "<tr><td>is None</td><td style=\"text-align:left;\"><pre>True</pre></td>\n",
       "<tr><td>tract_lengths (connections) [min, median, max]</td><td style=\"text-align:left;\"><pre>[2.31886, 114.963, 248.601]</pre></td>\n",
       "<tr><td>tract_lengths [min, median, max]</td><td style=\"text-align:left;\"><pre>[0, 0, 248.601]</pre></td>\n",
       "<tr><td>tract_lengths-non-zero [min, median, max]</td><td style=\"text-align:left;\"><pre>[2.31886, 114.963, 248.601]</pre></td>\n",
       "<tr><td>weights [min, median, max]</td><td style=\"text-align:left;\"><pre>[0, 0, 266221]</pre></td>\n",
       "<tr><td>weights dtype</td><td style=\"text-align:left;\"><pre>float64</pre></td>\n",
       "<tr><td>weights shape</td><td style=\"text-align:left;\"><pre>(294, 294)</pre></td>\n",
       "<tr><td>weights-non-zero [min, median, max]</td><td style=\"text-align:left;\"><pre>[1, 7, 266221]</pre></td>\n",
       "</tbody></table>"
      ],
      "text/plain": [
       "<tvb.datatypes.connectivity.Connectivity at 0x232136b1d88>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Moving info from Siibra into TVB concepts\n",
    "conn = connectivity.Connectivity()\n",
    "conn.weights = weights_matrix.to_numpy()\n",
    "conn.tract_lengths = tracts_matrix.to_numpy()\n",
    "conn.region_labels = np.array(reg_names)\n",
    "conn.hemispheres = np.array(hemi, dtype=np.bool_)\n",
    "conn.centres = np.array(positions)\n",
    "\n",
    "conn.configure()\n",
    "conn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "091bf48d-934d-4d16-b74c-b169579e93b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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MzNqSpHMi4oBubLdWV59FxKSl2yqzvslBhZmZmbUlSWcDAdxRfhIRR7fYbijwJmA0ZTQjIk7qsYaa9QGe/cnMzMza1Q+7ud2FwPl0MTuUmS05BxVmZmbWrprTLWZJWjUimoOH6RHxPz3VKLO+yOlPZmZm1pZK+tNAcqrYzWsf3RIRR9W2OxA4mIWkSZnZ4vNIhZmZmbWrARHx5uqFpPMjYj9J1wFH1bY7Evge8HhPN9Csr3BQYWZmZu1qmKR3AreTIxVDyvuzmra7LyJO79GWmfUxTn8yMzOztiRpDHA4sA7wAPAr4HlgeES8VNvuUmAU8K/yVkTEwT3bWrPO5qDCzMzM2pakwcDKNKaKfbjFNvOtU+H1KcyWLgcVZmZm1pYkfRnYG9gYuB94JSL2rH2+akQ8IUnAW4FNgAeBP0bE7N5os1mn6tfbDTAzMzNbTAdExB7APRGxM/Bc0+enlp8/Al4P3ASsCZzWYy006yNcqG1mZmbtamb5OU3SLsBrmj6fW36+tjaCcZGkiT3SOrM+xOlPZmZm1pYkbQHcBawLfAz4a0RcWPv8/cCuQH9yPYsryFmiZkTEF3q+xWady0GFmZmZtZVarcS6zZ9FxANN204A3gSsArwAXBsRt/VMS836DgcVZmZm1lYkfSkiviPp100fRUQc1iuNMuvjHFSYmZmZmdkScaG2mZmZtZVSaB1kP2Y88AwwDngiInbtzbaZ9VUOKszMzKytRMTuAJJOAN4TEY9KWh04qtX2paD7C8CqNBbJ26OHmmvWJ3idCjMzM2tX29BYm2Iy8LoutjsBOIbs93wYuG7ZN82sb/FIhZmZmbWrrwEXS5pLjkB8vYvtXomI+yX1i4j7JO3cYy006yMcVJiZmVlbiojzgPO6senfJA0BTpN0K3D9Mm2YWR/k2Z/MzMys40kaAIyLiCd6uy1mncg1FWZmZtZWJK26iNsfAlxAjlj0l3TmsmmZWd/loMLMzMzazRkAks7p5vaHR8RewOSImAOstMxaZtZHuabCzMzM2s09kq4ENi8/Vd6PiNilxfazJQ0HQtJQYG5PNdSsr3BNhZmZmbUlSd+IiJZrUzRttx1wLLAFcDPwtYi4YVm3z6wvcVBhZmZmbUnSCOAjwPrA/cAJEfFi0zYCvhARx/VCE836DNdUmJmZWbv6HfA48APgMeC05g0in55uWqaUNbNlxDUVZmZm1q5GRsSp5fe7JX2ki+22AB6RdDcQdF17YWaLyUGFmZmZtatbJZ1I1km8Dri91UYRsUX9tUctzJY+11SYmZlZ25K0DbAe8MCCiq9L/cX+wFuAsWWKWTNbShxUmJmZWUeSNB54K7A3MBV4LbBrRLzcqw0z60Au1DYzM7NO9QiZFvWBiDgEeMYBhdmy4ZoKMzMza1uSBgArA09HxOymj9cFDgROlvQcMFbSoIiY2dPtNOt0Tn8yMzOztiTpcOBQYBKwJnByRJzYxbZjyVSoNwPDI2LvHmuoWR/goMLMzMzakqRrgZ0iIiT1B66OiB26sd+KEfHSsm+hWd/hmgozMzNrK5L6SeoHXANsX6aI3aa8Xti+E4CzJB2/jJtp1qd4pMLMzMzaiqSJ5CJ2avooImKPbh5D4U6Q2VLjoMLMzMw6mqQfRcRnJL0P+BxwUUR8qbfbZdZJPPuTmZmZtSVJewGfBEZRRi0iYpcWm25Wfu4TEVtJuq5nWmjWdzioMDMzs3Z1HLBfRDyxkO36SToauL+8bp561syWkIMKMzMza1d3ALO6sd3bga2ByyUNAo5Ypq0y64McVJiZmVm7ugK4S9K/y+voIv3pU2Rh9061965a1o0z60scVJiZmVm7+jAwoRsrZF9efoqsr9hkWTbKrC9yUGFmZmbt6iJgY0l3kiMRRMTc5o0i4oray8slXdRD7TPrMxxUmJmZWbvaiXlTmgKYb50KSb8tnwGMBx5e9k0z61u8ToWZmZl1LEkCNgemkIHFCxHxQq82yqwDOagwMzOztiLp+Ij4tKSraIxAiC4KtSWdGxFv6dFGmvUxDirMzMyso0n6PfA8cBMwFyAiTurVRpl1GNdUmJmZWVuRdGxXn0XE0S3evmAZNsfMcFBhZmZm7efSRdx+JeD3EfH4smiMmTn9yczMzDqcpLcCBwEjgXOBP0bE5N5tlVlncVBhZmZmfYKkMcAJwD7AhcDxEXF177bKrDM4qDAzM7OOJmk/4F3AaHKk4kxytqi/tJotyswWnWsqzMzMrK20mEq20nJKWWBT4IiIeKzpOB9aRk0063M8UmFmZmYdTdIhNIIQgFnAAxHxj15qklnHcVBhZmZmbUnScDKtaQJlxCIi5ptuVtLp5DoVt5Kra68CPAMMjYhDe6q9Zp2sX283wMzMzGwx/bH8PBB4HFiti+1GRsTHI+IXEfFJYHhEfBzYoCcaadYXOKgwMzOzdjU4In4FvBQRvwTW6GK7WZK+KGkfSV8EXpHUH5jaYy0163AOKszMzKxdPS1pCPBPSScBK3ax3UHAQ8AW5ec7I2JOROzTI6006wNcU2FmZmZtSdJKEfGcpH7AlsDTEfFoLzfLrE/ySIWZmZm1qzMBImJuRNwM/KCX22PWZ3mdCjMzM2srkg4E3g68RtIp5e0BwIjea5VZ3+b0JzMzM2srkkYCo4APAz8np5OdBTwZEXNr2y3qInlmtpgcVJiZmVlbkrQaOWIxigWsU2Fmy57Tn8zMzKxdnU3WUdy+oI26u0iemS0+BxVmZmbWrh6KiNO7sd0fyaLuA4GfAtsu01aZ9UEOKszMzKxdjZF0E/Cv8joi4uAW2w2OiF9JOjgifinp7T3YRrM+wUGFmZmZtavDurlddxfJM7PF5EJtMzMza0uSVgQ+BqwH3A+cEBEvttjOi+SZLWNe/M7MzMza1anAo2Sx9mPAaV1s50XyzJYxpz+ZmZlZuxoZEVUgcbekj9Q/9CJ5Zj3HQYWZmZm1q1slnQjcDLyO+aeWvax89jBNi+T1ZCPN+gLXVJiZmVnbkrQNWVPxQETc0MU2XiTPbBlzTYWZmZm1JUkXA0Mj4oyIuEFSV7USZwPPAlcCV5R/ZrYUOf3JzMzM2tUI4IOSto6I48mZnVrp7iJ5ZraYHFSYmZlZu5oWER+Q9FlJJwPDutiuu4vkmdliclBhZmZm7eoygIj4oaRdgaO62K67i+SZ2WJyobaZmZm1FUmrRsQTktZt/iwiHmixfbcWyTOzxeegwszMzNqKpC9GxHGSft30UUTEfKMSks4Bfg/cBGwDvDsi9u+Bppr1GQ4qzMzMrO1IEvDFiPhON7a9IiJ2rb2+MiJ2WaYNNOtjXFNhZmZmbSciQtJrJQ2JiBkL2Xxhi+SZ2RLySIWZmZm1JUm3AROAu4EgY41dmrYRsBkwiIUskmdmi89BhZmZmXU0SedGxFt6ux1mncxBhZmZmbUlSasDXwHWJ2d1+nZEPNJiu98Dz5OF2nMBIuKkHmyqWcdzTYWZmZm1q98AxwA3AtsCJwN7VB9KUuTT0wt6pXVmfYiDCjMzM2tXQyLimvL71ZIGN30+EdgN2CkiPtyjLTPrYxxUmJmZWbs6R9IF5GxOWwLnNn0+VdJpwO6STql/EBEH90wTzfoG11SYmZlZ25K0CrAW8FBEPN3i8wnAd4Aj6+9HxKSeaaFZ3+CgwszMzNqSpM2BQ4BRgABarahtZsuegwozMzNrS5JuAT4BPFa95xEIs97Rr7cbYGZmZraYbgduiIhJ1b/mDZQ+0PNNM+tbPFJhZmZmbUXSVeQK2iOAVYD7ykfzrahdtv9DRLyzB5to1uc4qDAzM7OOJukyYBxwGxmMhGd/Mlu6HFSYmZlZR5O0VvN7rr0wW7q8ToWZmZl1usnAR4H1gfuBE3q3OWadx4XaZmZm1rYkjZC0hqQ1Ja3ZxWankjNE/aD8PK3HGmjWR3ikwszMzNqSpF+QC989Xt4KoNU6FSMjogok7pb0kZ5on1lf4qDCzMzM2tU6EbFXN7a7VdKJwM3ANuRUtGa2FLlQ28zMzNpSCRTuKP8CICIu62LbbYD1gAci4oYea6RZH+GaCjMzM2tXjwKjgDcAO5efr5K0b/l5GLA5sAKwWXltZkuR05/MzMysrUhSZKrFNxay6dzyc84ybpJZn+f0JzMzM2srkn4QEf8laSIl7QkQuajdHk3bCjjZi92ZLVsOKszMzKyjSfoO8CeyUHsuQETMXeBOZrZIHFSYmZlZW5J0KPABaulNzSMVZbuJTW/NN6JhZkvGQYWZmZm1JUnXA2+IiJnd2HYgMC4iHl/Ytma26Dz7k5mZmbUVSf0k9QMuATaW1L/2XqvtDwHOBy4o257Zk+016ws8+5OZmZm1m0vJAm0BO9R+D6BVWtPhEbGzpIkRMUfSSj3XVLO+wUGFmZmZtZWI2B1A0p4RcUn1vqQ3dLHLbEnDgZA0lMZUs2a2lDj9yczMzNrVEU2v/6uL7b4E/BHYpPz8yrJslFlf5EJtMzMzaytl1qfDgM2A22mkPl0fEZ/vzbaZ9VUOKszMzKwtSXpLRJzbje32I0c1ZgP9gf+JiL8u6/aZ9SUOKszMzKytSPpKRHxb0m9prKgNQKuVs8vUs7tFxDRJw4DLI2K7HmquWZ/gQm0zMzNrNyeVn0d2c/tbgNHANGAUcOvSb5JZ3+aRCjMzM2tLkv4M3AhcQ9ZTTO9iu+uAccBzwBjgWTIVKiJilx5qrllHc1BhZmZmbUnSYGAbYEfgILJfs23vtsqsb3L6k5mZmbWrj5AzQPUH/kqOWMxH0q+Zv/bisGXeOrM+xEGFmZmZtavtyDW3JpFpUDd2sd3Xyk+RQYhTnsyWMqc/mZmZWdsqszm9DfgCsFFEDOvGPle6lsJs6fJIhZmZmbUlSecDU4HrgU/SxUiFpKvI9CcBg4Hze6qNZn2FRyrMzMzMzGyJ9OvtBpiZmZktS5J+VH6+T9LNkr7Ty00y6zhOfzIzM7NOt1n5uU9EbF3WrTCzpchBhZmZmbUlSaPIaWXXA+4HfhERz7fYtJ+ko4H7yuvZPdNCs77DNRVmZmbWliRdAvwcuA3YAvhYROzRYrvRwNbAFeSaFttFxFU92VazTuegwszMzNqSpPMjYr/a6wsiYt/ebJNZX+WgwszMzNqSpHPIKWJvIUcqZpffiYije7FpZn2OgwozMzNrS5J27eqziLhCUpezXEbE3GXTKrO+yYXaZmZm1q7mezIaEVfWXl5KY9G75v3mq70ws8XnoMLMzMza1e7lp8hpYwN4NaiIiN1b7WRmS5/Tn8zMzKwjSDo7It7W4v0tgC8Aq1JGLVrNEmVmi88jFWZmZtaWJB1WezkBGNvFpicA7wN+CXwIOHQZN82sz+mygMnMzMxsOTen/JsN/BPYp4vtXomI+4F+EXEfsHMPtc+sz3BQYWZmZu3qd8B0YHVyatnpXWz3N0lDgNMk3Qrc1TPNM+s7XFNhZmZmbUnSqcCdwE3ANsCmEfHu3m2VWd/kmgozMzNrV6tHxHvL7xdKuqL+oaTjI+LTkq6iMf2sgIiIXXqyoWadziMVZmZm1pYknUaOVNxMjlS8NiL+s3dbZdY3OagwMzOztiRpLLAbsB7wAHBWRMyufX50V/tGxLHLvIFmfYjTn8zMzKxd/S4iuprxCaBKh3o/cD9Ze7EVsMGybphZX+ORCjMzM2tLkk4C7iaDhbkAEXFZi+0uioi9a68vjoi9eqyhZn2ARyrMzMysXU0ChgA7ldcBzBdUAI9I+jlwC7Al8GiPtM6sD/FIhZmZmXU8SdsC6wAPRcT1vd0es07jxe/MzMysLUm6SdLTkq6R9JSkGyVdJemApu3WBD4IvBW4SdLhvdJgsw7moMLMzMza1d3A2hGxEzkKcS/wJqB51qeTgB8Bq0bEHMAL5JktZQ4qzMzMrF1tBIwsv48E1o+IacDUpu36R8Rdtdfu/5gtZS7UNjMzs3b1MeAXkkYALwCfkNSf+UcqLpN0AjBB0vHAxT3cTrOO50JtMzMz63iSNgU2Ae6KiH/2dnvMOo2DCjMzM+tokoaStRajAQFExEm92iizDuOcQjMzM2tLklbq5qYXAhuTC+TNKf/MbClyTYWZmZm1q1OBfbqx3fSI+J9l3RizvszpT2ZmZtaWJJ1ETit7EzkKQUTMt6K2pAOBg4E7yFW3iYjmYm4zWwIeqTAzM7N2NQkYAuxUXgcwX1ABHAl8D3i8h9pl1ud4pMLMzMw6mqQzIuJdvd0Os07mkQozMzNrS5LeB3wEeA25TsXkiNimxaZjJd0E/ItG+tPBPdZQsz7AQYWZmZm1q08BOwCXAnsCv+xiu8N6rEVmfZSDCjMzM2tX0yJijqRZwARgy1YbRcSkHm2VWR/kdSrMzMysXX1b0hDgWOAnwPG93B6zPsuF2mZmZtZWJHX5UDQi5jZtK+ALEXHcMm+YWR/m9CczMzNrN5eSBddqej+APeZ5IyIkbSppSETM6KkGmvU1HqkwMzOzjiXpR8DuwDpk2vfzwIMRsUtvtsus03ikwszMzNqSpImUKWIrEbFH02abRcQWkn4XEe+TdJ0DCrOlz0GFmZmZtaWI2L36XdLmwH+02KyfpO8BG0q6EFhL0hoR8UhPtdOsL3D6k5mZmbU9SYOAqyJi+6b3RwOXAJ8BbgEOBt7RYkTDzJaARyrMzMysLUm6inkLtk9ssdmngLFkXUU1sjF42bfOrG9xUGFmZmZtKSJ27sZmlwOrAm8GXgQ2An66DJtl1ic5/cnMzMzaSm2EYp63yRlkWxZhS1oFWBv4TkTstkwbaNYHOagwMzOzjiTpUHLdii3IIGQ48AJwXkQc3ZttM+s0Tn8yMzOztiLp2K4+awoWbi7/NiKDipfLPzNbyhxUmJmZWbu5tDsbRcRtks4FBkbEPsu4TWZ9moMKMzMzaysRcQWApJHAx4DRwFeBVoHDy8BrJf0ceBCYC/wxIh7ooeaa9Qn9ersBZmZmZovpd8CtwA4RMZtci6LZBcDzwCbAfsD+wJE91D6zPsMjFWZmZtauhkbE3yR9sbxWi21WAv6zfDYBuBEY1kPtM+szHFSYmZlZu7pH0peAMZI+C9zZYpv7gb8C44A5wFbAqcC+PdZKsz7AU8qamZlZ25K0P5nadHdEnNPFNhOB/wDuAoYA04H/iIire6yhZh3OQYWZmZm1JUkHRcSZ5XcB76he17bZDziRHMVYE3gL8H/AkK4WyjOzRedCbTMzM2tXH61+iXxK+tEW22wKHARMJkcoji3bfagnGmjWV7imwszMzNrVYEmjI+J5SWPI1KZmTwHvB84v/2aRIxrH9WA7zTqegwozMzNrV18E/pKZT8wFvtBim32BnYFbgM2B8cA2kjaJiEN7qqFmnc41FWZmZtaRJB0C/IBM976FnFZ2U+CbwEER8YZebJ5ZR/FIhZmZmbUlSXsA3wBmA/2Br0fExdXnEXGypLcDk8jUp83Juoqf4CllzZYqj1SYmZlZW5J0LfCmiHhJ0gjgwojYoWmbQcBE4Bxy6tkJwJMRcXCPN9isg3n2JzMzM2tXImspqP2cR0TMBGZExHeA/hGxN7B+D7XPrM9w+pOZmZm1q6OAv0kKMsA4povtpkk6Cbi5rGcxu6caaNZXOP3JzMzMOpqkgcAaEfFA+X3tiLi3t9tl1kk8UmFmZmZtSdKhwCHUUp8iYo/y2VVA9eR0BWBtSf2BOcAePdxUs47nkQozMzNrS5KuB95Q6iYWtN1VwPsiYpKktYHfeTpZs6XLIxVmZmbWri4BNpZ0J2VUIiLmKdiWNJyc8emQskheP3L6WTNbijxSYWZmZm1J0sSmt6JKf6pt8zfgEeA9wL+ANYHPR8Rve6aVZn2DgwozMzPrWJImRsTukq4ADgJ+ExH79Xa7zDqN05/MzMysLZWRivrT0VnAA8D3I+K+8t7TknYgRyhuAwZJ2jYibujZ1pp1NgcVZmZm1q7+AfwZuBXYAvhP4AzgZGCnsibFt4BfAW8AVgFeAH4PbNsL7TXrWF5R28zMzNrVLhFxfZn96UZgh4i4nhyxIDLH+1vAvcDkiLgZeBy4r6sDmtni8UiFmZmZtatTJF0HPAysDpxc1qI4u7bNy8DeZBrUM8DKwH3VOhYRsUsPt9msI7lQ28zMzNpWCSLGAs9GxJwWnx/S9FZExCk90jizPsRBhZmZmbUlSasDHyHXoRBARBzWtM13I+ILtdffJEcvzoiIB3qwuWYdzTUVZmZm1q5OBS4HNgFOA6ZUH0haW9IbgT0l7VH+7U0WbF8PvKXnm2vWuRxUmJmZWbuaGxGXArMj4hJg89pna5EBxCjgHcDOwC7AHcBjEXF8D7fVrKM5qDAzM7N2dZukIcBlZc2K6dUHEXFFRHwd2BB4DXASsDZwF/DrXmirWUdzTYWZmZm1PUljImJyi/d/Qa6k/RdgJ+AqYL2I2LWHm2jW0TylrJmZmbUlSZsBh5MpTpJERBzctNk6wJFkDcX7yFW1T+jJdpr1BR6pMDMzs7Yk6VbgY+SCdgBExKSmbU4k6yjuAKJsc1nPtdKsb/BIhZmZmbWr+4EbI2LWArZ5FPgMGVAIWEnS3RGxbQ+0z6zPcFBhZmZm7eoPwMOS7iuv51shOyK+LulCYFXgHGBd4Ks920yzzuegwszMzNrVl4GtI+KJrjaQ9BOgP7AjWU9xKjCwZ5pn1nd4SlkzMzNrV1cBC0p9glwYbwiwMlmwPR44bIF7mNkic1BhZmZmyz1JXy4/95F0vaRPAdsAV0u6qvy7ssWuU4FB5PoUPyZrMG7psYab9RGe/cnMzMyWe5IujYg3SvotOdJwbXeKrSWNBS4GniPTn74dEc8u29aa9T0eqTAzM7N2METSwcDTZban6fUPJa0s6eeSdmvabzQwA1gL2B64oIsRDVsMklZqej2ql5pivcxBhZmZmbWDg8kJZo6RNAT4SdPnzwHHAWOa3j8BeENEbBARbwBebJ4hypbImU2vf9ErrbBe59mfzMzMrB3sBMwG3l5/U9KW5GiEACLiz037DQMuknQvcHp5bUtI0oHkvXiNpFPK2wOAEb3XKutNDirMzMysHaj2czNgrKSDgMeAakrZAJpXyz4F+A9yWtlfATMlfR84LSJuWuat7lyXATeTWS9HkvdlFrkOiPVBLtQ2MzOztiPpPGBIROzZjW3HketUbAe8DridDEDWjIh3L9OGdjhJVwNnAKPIwOI/I+I1vdoo6xUeqTAzM7PlnqRvkIEA5OrY/YCTJP0QuKP6LCJOatpvS+BCMnXq/cC0iPhW+ezrPdL4DiTpUHIWrtcDK5GjFEEGbNYHeaTCzMzMlhuS3hgRl9Ze7xQR10jalUZQ8QLZeb0SOB94vNo+Ik5uOt4VwEHA7yNij2pq2mV9Hn2FpKtLAbz1cQ4qzMzMbLkh6bKI2KP2+s8R8XZJawJHACuSM0EdCuwfEW9byPGuJNNytgZuBbYCbiQDk29GxD+WxXl0urJeSJD1LWuT0/YKiIhYtRebZr3E6U9mZmbW62rpNJvVAoG5wA1lk5OATwI/jYg5kt4NvCjpLOZNfzq66dAnA0cBk8mi7jOB1wBfA84m6yxs0R1Zfv4V2Bt4uhfbYssBBxVmZma2PBhPdvJ/ERG/BZD04Yio1j3oHxF3SdUkUPQDfrSgAyo3fhR4ngxI7gZeBq6IiMclTVvaJ9FXRMQkAElPANsCU8tHsySN9whQ3+OgwszMzHpVWYX5vWSgEJLmklPAfljSfRFxGXCZpBOACZKOBy6mUWPRUkSEpI8DxwDfAeaQIyDfkNQf+NmyOqdOJ+kq8vpvAmwDPAusAAwEzpT00Yg4tBebaD3MNRVmZmbWqyQdAHwQ2J3s9N9Lpj7dB/wrIo4t221KdmLvioh/SjqmOgSZ2x8R8Y6mY/+F7OjeXI7ZKkXKFpOk8yNiv9rrCyJiXxdw9z0OKszMzKxXSTojIt4l6VfAfwPTgdXIguqPADNb7ddi+tizmwu3y6xRzftdsZSa3udJmkTWU0wGxgBjgZ8De3mWrb7F6U9mZmbW21aT9N/AHsA6wDiyc3oi8Dbg+y32CUmH1V6vWvZpdg25ovZ6wP3An5desw04l1yjYjaZvjYceKBXW2S9ol9vN8DMzMz6vL3Jzumj5MrMnwSeAC4FnilrTzwAnFJ+PwV4kKyRmEN2aO8A3lQ/qKQ9gIlkWtWs8nNied+WgKStyq9vIO/dBeRMUK+PiD+whA+uJV3c9Pr0JTmeLXseqTAzM7NeFRHTgOsk7Q7cBOwMTAGGAK+Uzb5WpdOUAuxjgCci4v3VcUoB96drh96ZnFXqEmAYGajsSXaEL1uW59QHbA7cQq738TMyBWpl4IlSBH/d4hy0/A3sAWwg6djy9gBgwhK32JYp11SYmZnZcqE8jb4T+AzwCJnStFNE3C/pOmDXiJgpaTvgdLLW4rtl9wHA+yJil6ZjnkEGKLcAWwArAX+D+WsyljddrS7em22qK1P2fhf4HrAWMCkinlzCY65FLqb3YbI2Q+Qo0x0R8eISNdiWKY9UmJmZ2fJiXER8U9IeEbGHpEsi4v7y2XeAq0th8EbAeeRUprPJjucM4AMtjnk+sAPwWbL4exq5rsLXluWJLCVfJVPAKp8ja0R6naRDI+LXpRC+H2WdCklLNLtWWf9ikqQbyRGLUeT9XZ9Me7PllEcqzMzMrNeVdQ82Ap4jO/+PkIXXd1ejD+XJ+DiyziLKe9tTirC7WnBN0vVkYHEpmf70y4j4wDI9oSVQX10cuJ3sVAdwfUR8vjfbVpG0RUTcJulOYAS5wCBkdtoWS+H4V5EB4ePVe6WexpZTDirMzMxsuSBpCHA4ZS0K4MSImFE++zXzL3Y3l6y5uI1MbRoaEYc1bYOky4FPkCtwfxA4B3hnRNyzTE5kKZH0log4t7fb0ZUS5F0QEfssg2OfExEHLO3j2rLjoMLMzMx6laR1u/osIh4o26xVbU4+wd8F2DIi9qod55KI2LPF8d8EfAU4EvgiOa3smyPioKV2EsuApL2BjwIjyfMmIparmask/Ri4miywrxYXXOwpZSV9gwweNy8/7yg/vWjhcs5BhZmZmfWqMgpRF5SUn1YjD2WfK8l1J+6hUYS9CY28+0PLcdYjO6iDaaTovADcEBHvXYqnsdRJuhm4LSIOrb33PxHx5V5s1jxa3bvqnkn6bkR8obbtkRHxzYUcb77FCmsH9qKFyzEHFWZmZn2ApM9FxPdrrz8cEb/ozTZ1RdJ4snP6VO29q2gEG4PJfPuuOjEBnEzm+r+bXL/i5vJef+DI+gjH8krS/wHvBUaTxdBDgAcjYuVebViT5vslaW0ymPseWVwOOTnQERGxWzePuUvTW7OAhyLiiaXRZlv6PPuTmZlZB5M0ipxG9R2SzipvDwAOApaboELStsDHyWlkJwP9JI0BHgN+GhE7d7Hf68s+5wCrl9mDqs/eSk5N2p+cPWhzMkXnFEnrLkmazrJUAqj1yaL0/uTUuZVzeqVRTRZyv64r748i1wSppoU9YhG+4r+AgWS9zOa1770lIo5aCqdgS5lHKszMzDqYpAOAA4F9yFWPqw7ehRHxp95sW52kT5ErZk9pen8U8H7gbprqC4B/kVOZ7hER20m6KCL2btr/KrJzuzG5BsZw4CoWkFq1PJF0yPI469HC7ldE/FjSQGAo89aEPNzN458XEfvXXp8fEftJui4idlhKp2FLkYMKMzOzDibpjIh4l6RfRcQHe7s9CyJpS7LzH2QQcTtARMwt9QX7R8Tjte0vjYg3SpoYEbtXr5uOeTk5leyXgBvIp963LW8Fz61IOol80r9W7e05wBoR8VzvtGpeTffsHvLazi2f/QJYk5wWdoE1Mi2OO5kMIm8n79mPI2IVSVc2L3BoywenP5mZmXW21ST9N7CHpGPrHywvs+lI+jy5jsS9ZLH1FmQndBhZVL0+uejbK027Ti3rVCBpq7Jts9lkTcXtwBrkk/O9JJ25vM/+RI7CrAlsB2wAvBGYCPyh/N5ravdsHNnGGeS1HSbpuIj4LrDOotauSNqdXPRuKpm6Noq8r/eVKWzfvNROIr/vvRFxau31gRFx1oL2sdY8UmFmZtbBJA0jO+nHAY+Wt08oP3cGWNiMPMuapM0j4vby+zzpLdVnkq4FxgDPlI8CeDvwZRrrWnw7Ip5tOvYAsmD4TcD/kutgHEQugLfcjlZI6k+OsAwEfkDWUlxCdrgvi4guZ0nqCbX7Ml86kqTDgQfIIvk7mHda2MsWctxtgBXImorTyOByNnBP9TeyFM+hP41rKvJh+1kRsVQDl77CQYWZmVmHK7PxvAH4Lln4exz5dHlX4PnuzsjTEyT9BHgCeKi8dV1XBdWSxkfEkyVw2h+4PCKeLp/tGxEXSDqMXJ16U7IG4zXAX4DVWq1psbyQ9Dw521N/sri8H5n6NB34xfIyraykI8lRhWdqb6/f1fYR8fWFHO+LEXGcpN8C44FBNFKnllogJekQstB8Q3JK4iqo+GNEHL+0vqcvcfqTmZlZ51sHOJacYnUwsB85enEmjXUdep2kc4F1yTa+RD7dvpUMClo5lUwD+ibZqf0EGShBWYiN7IifWI5bpTuNJRfDW25FxGh4dbrWtYBJEfFk77aqpcPJwKcaIYqI2HpxD1YCCpFB8C/IeoylLiJOLoHF3hFxA0BJiXNAsZgcVJiZmXW+Y8i1Dn4P7BsRe5TVpz/ay+1qNhR4rHkGp2aSNiNz7ceV9QzGRsR/Sdq32iYiLiy/3kaOTuxH1mQ8BJxedSSXR5IOjYhfl9WlP197H+Bl4EngUwtLJeohK0bESq0+kHQTWcdyLzl68Qg50vLdiOhyatyIiJK29sOImLG0GyzpAnIWsM2A35XV2mcAMyRdtjynxS3PHFSYmZl1vqnk0//3A/0lPQmsIOl+4JqIOLhXW9dwEvBlSaeT9R8B/K3qPJfpSv8EPAU8DUwBfgN8QtIQYFqLY15OprZMK9uvBvy0LP63vM4idHP5eQlZN3IOeR67kLUhPwHOJkeeesQCCppvlTQRuIkyOhQRXyyb3Q3sHBHTSorar4APAlfSxXobJZAK8txekPQUjXqMtVrtswjnsDa5KN94clG+/ci0uX/0do1KJ3BNhZmZWR8gaR3gz2Rn7WzgXHJRtcfqC8b1prKmxAwy9alyW0R8vUxPuhY56nAJ3ZyeVNJ1ZGf30TK17t+BORGx0zJo/3cj4gu110cubhF8SQG6ANgxIkbU3nshIkZImhIRo5ZGu7vRli4LmiVNIqeSffWeRcTby343kdMAPyFpVeCKiNhQ0uURsZukvSPioqbv6rJzHxFXdNG+1wLrVaMfkjYE1u7i2LsBHyCD0VXIoOIB4EEyeDm8mhLXFo2DCjMzsw4mad3ayxXJ+oTtybSgvwJzI+K83mhbM0lnR8TbuvjsiojYVdJp5EhFfUahkxZwzE+QsxDNIYud1wIOiIhbl2K71yafgH+PfAIO2fE+YkmK4CX9GNiq/JtN1i6cDRwKXB8RWy12o7vfhkPITviWNAqaZwLnR8TxC7ln2wNHUkYdyA79aGCniLhS0iMRsUYX+zaPIs0CHoqIJ1psexmwZUSMKa/PBF6/gGMPJGfW2poMJmbSmK54htOfFo+DCjMzsw4m6de1l28kZxQaQHak7gBYXmZBknQWWaA7ley8jgHujohtJX2UTOGaQAkmgH9DFt0u4JgCfgf8kZz1aY2lPTJT1lb4BPA68gk45LoSP42Ia5fguL8mZz8aQnbIJwJfJO/f/y3qGhBLQtK2repQJFWzPr1M3q+XImK1pm1+BbyDRnAh8h4+HxHrdPF9Z5PT6d5GLn5XuSUijirbHAp8mxxxgAwcIUemHlvAsX9BBkmjyfVP5gK/iohrujh96wYHFWZmZn2EpEvKr/3Kz+pJf68upFZpkfoyEHhfRHxA0t+ASWShL2TbzwD2ITuTAoiIeRb4K1PU7gD0i4itJF20sELwxWj35aU9DwAfYimsdyDpbxGxT6l/GVb+VTUjvwcujIg/LVHDF609h5IjFlXHnVLwX79nA8mRmnsi4tMlna3e0dwwIsZ38/vOi4j9a6/Pj4j9ulgX40Nk7Ua3aoPKdL0ii/Y3If+mquv7D/I+fj8i7uvO8Sy5UNvMzKzvuIdMpVmL7OzdT07ZurwIYNXa65XIqW8B1iqd7PrIy7nAneTsVl3ZgnySvaqkF8gC9eeB/wN+FhGPLUmDS3rQjuXljuSKzyOAOySdsgRF8FUa1RfI+7QyWZzOkox+LIGPkh33mU3v14OElcjahn3LCNG3IuJv1YeS/kPSjWQaXhUEblg/mKQJwMeAHSXdSY6ADAZGSlqNTINq9g/gLWXUZFB576kWx96DLHSfAYwkg+sXyAL+84DTgf8kg9WTgaVed9PJHFSYmZn1ERHxcUn7kzMKQT5NP7c329Rkd+Bt5ffRZIrWu8rrmyX9ELiaxtPv4RFxEF0oT9dXIdep2I1cpfmoiHi7pE3JlKUjFrexJe3p4+RaCo+RneUrgW1q7V4sEXFn+fUHETFO0lHkbEXTS4c9eiL3X1I1qnUpsHHp6FcjXHPJFc0rw8nRpGpa2I8Bf6t9/lvgM5S0uy78PzJd7YfkGhjrkCMH15D3q9Xoz8nkiMPXyBmnIOtumu1MjkacQC56tyoZYD9KBhZ7koXbX6F18GIL4PQnMzOzDlee0O5HdrCDfOJdLSp26/Kw3kGt81r3Z+DtETG3jAhAY82JCcAKZOfvbHI9hIiI3WvHvJl86n0WcBfZOf0ZsDqZPjTfGgiS3lv9HhGnSjqw9vqspm23Ip9uTyOf0v+ZHBmZTT7tfmpJiuAlbUnOAPUkOVLx/dKOHyzuMRejDRPJvxk1fRRkJ7zZn6vCbUl/IVOibibrFj5JrmQ+vcV+1fetSgZ/P6u9fSzwzYi4q4t9TiZrcTZd0LGb9tmbXFxvGPl3NJdMg7qqtPmyiPhRd45lyUGFmZlZB5P0eXLGpxXITpPItRqmk6kfpwArRcSne62RvNp5rafSDCI76jeTBeYXlPSn64G9yVl77iGDhW8CP4fM868dc19y5OMAshN8ITnjz2Dg/uaah9rUqZV9yICkHHq+7a8B3lmO259Mq7kUeAvw38D7F6cIvtyzHchF4w4i79nYcg7Pk1O7EhEPLOqxl5ZasFFPVxsMjKmmuq3VW5xfth1IZslMLe9HfVrcMovWEcC2wJrA9eSIwnhgcvNsTqVmYwfy+lRBaVXzMbWrKXfLVLebk8HgDHJRvtnAkIjYsppprHtXwipOfzIzM+tsF0XE9+DVJ+tbk6s0f5d8Yv8krZ8496iI2L02GhFkwHNpREwFkHSvpHeRMwz9i8yJfx2ZavQfwIvkAnH1Y14g6XVkast4YG1glYgYL+nq+rblu79MztpUdVCnkilYD5MpM80uIUcq1iMXf9uC7FivUdqyuPUU9Xu2StNno4GjyGu00HU6lpZaEFGZSY78XECOfL16z6oNautKrNDNr1mLTCPbiwwU/k7et/cDxzVvHBE7L9JJNNxNjnDdTwYwawOTgTUl/ZYMWG0ROagwMzPrYBFxO4CkfchO3xhgFNkRvofsXH2gl5oHvJqe9SPm7bQCHCvphciVr4eTIwdDyafKD5LnMZEs2KbF/gBvjohNSorMBODzkgZQm8Wo2Bq4iAxAzgeIiG8spOk/JEd6LiY72KPI0ZU55OjFRV3uuQD1exYRh0paj0wJ+n1EXLU4x1wK/kGmd91KBk/nA+uS17Q+S9KxNIrr5yHp0qa3ZpEjTV+NiJdLEHKFpP8mO/57kVP0PsH896t+3KOBQ2pvBRkQXgl8JSJerm17FTmd7H1kQNqP/Nt6klyH48ilPeVwX+H0JzMzsz6gTCc7iOxMbUCmemzbu61KkrqavSnqU8SW9KRHyKfkg8nO4z9ozPjzz4ioFw4j6Ujgn2RxcD+yc/ogsGJEvFjb7gZgHNlJrqZu/Wf5eS9wdfMie5IOAA4ki3uHk6lJg8mRjX4R0bJz3V2SLomIPSWdRAY9G5HpYGPJQuQXyBmW/r4k39PNtlwbETuW30UWZP+KxurUlXnuWdMx7ib//q4iZ1bahAweXlefarasI/GfZLrUi5SZyqKLVdDLOhgHkIHds2RqUxV80jyNraTPkCl1VbH28eT0shs0//1Y93mkwszMrG8YSXbGq85aSPo32RGeXUYDekt9RGAL4GhyWtY3SfpqRHxL0nvImYFmkZ3MwWSR7UY0goBXmN9q5IxD1X6QT8eh1CYUbwPeSqYWDSnvza79bPWk/L0R8S5JzwG3kyMVT5X9n5W0xxIWwY8u62zsVdr+HLmInMiZjr5GFqlvtwTf0V2nSLqODJhWJ2tGfkkGU1tS7hdlNihJbyQ7+huTRdB3A+MjYqPqgJKei4g3S5rS9F3rkOlk3X3yvQb5oHz7ctyLySDsblqPmvybDDxGln/vJYOX5yW9LSLO7ub3Wo2DCjMzsw4n6fvkzE9DyZWl1yQ7g3PIjvAFvda4dCmNDuRW5AjBZmT6UADfImcO2pnsbE6gsSr4EDIQqGYYarYeWfdwddl3LhmIvL6+UVmv4qclTWpbcjah2WTQdVEXx16tpOqMKNuuRa6rsAJwTjnGYgUVZT2HCeRMV38gg8EXyalVnwfmRMTjkqZ1fZSlJyJOkHQiOUryLFlP8k7mvV8XA1tI2pCshziBHD2ATJV6T1kj5Hyys/+spIHleFUaHOSowR3lX5R95ynSbvIosJ2kx8jrPw54hhxNeXV1b0nHlwkJjizHXKFsP5wM2J4hZ9g6e1Gvjzn9yczMrONJWpnsXE0mO2mrkXP+Qy6y9u7lZfrMkvP+LuB3ZcXmKyJi11JY/e6IeKTMjnQk2dEfRBYKTwOIiE2bjvcLsgP7fO3tJ4FNqifbTdtXK3BvTKYXrUCmWNG8ErekYeRT+t+UNqxHjoL8nawTaBWIdPc6vIasCxCN6Vs/Vs5zGFm7cD7wjog4Y3G/pxvt+EpEfLsUMM/TaYyIgyVdSaYSTYyINyxs5iRJHyCv2a0R8Zumz7pKg+sPvKnV/artux2ZijWanC74N11sJxojKv8A/kQGpJeS66RM9MxPi8dBhZmZWR+gXIl6PbKuYEtylELkDEIfi4g39l7rUpmB6Ytkes3zZGfyqIj4jaTNyTSp8TSeMs8gA6VZlJGEiHht0zGrjuph5LnPJVN4To6IX7ZoQ1VMvBVwGxmQ3FKOPd81KrMiUdo1rBx7KPDiki5OV+7ZjsB15CjN6sCPI+LzS3LcRWzDKhHxlKRtyCf5r4qISaWe4S3kiNdfyJXPtyv7bkYuYLcLOZqxA1lPUT9GyxmsSnBZXx9jvvtVpgzehpwx6tCmQ9y7gGP/pbTnozRGlqaSoyrXu65i8bRaaMbMzMw6TEQcSqYLzQBeIp/Ci3xiu7z0Bw4vQcHt5PoMD5Kde4A3RMRbyWDozWT6zSyyMz+VHH2YT0R8nSy0fpzs0D4B/LxVQFFMJVOrRKaMVV5o3lDSN8oxx5Ed0n7kbFRjlsZq1+WerRkRHyBToV4GPivpyjJCsMxFRLUy9TcjYlL9X3l/Q7Lg+naykz61tvtvgd+TaVFHATeQaWL1f/OQNEHSE8D2ZEC3PVn/cHQZ5aibS/49zGlx3PmO3WTr0r5LyIBl7YjYwwHF4nNNhZmZWR9Q8tUnkE/T55Ad4SA75X/uxabVzZa0CVmo+21yRGKkpA8D/0/SDLKGYldyRGAHcjRjNTJYeL7lUbMe41tkAfgGwEmSno+Iv7bY9oPA18n6iAnkFLN3Aa1Sc6qF8vYDfgz8HxmIDJL0NnKdjZe6e/LNyj0LSf9LBjWPAuv3UlH945K+RKMuhVKE3h/4Hxr3bFBtn/uBGyPiupJ2tH1ErLeQ7/l/ZDrSL8nUvLlkKtr3y/F/U20YERdKugg4mQy+FnZsJB0K/IAcuVqZnP1pZJkd7Scs4T3ry5z+ZGZm1geUNKDVyQXjppCdtjcBTywvT2dLXvyFZNBzPXAG2cn8Pln0+09ynY2x5ExPq5Ad7VPIUYvLI+KaFse9mizG3bHsewbQv0rTKdv0I0cn1Lw/GXxFVzUSZRatp8li4t+SBdp/LN/3NHBSRNxZ237DiLinG9fjGPKJ+hbl/N4KfCMi/mNh+y5tLeodIiKOlXQ7OTqxDhlEjIiIzcs+7yLXH6nWsdgC+BRZOF9N9zrfrFrKFa/7kdPOjgTOI/8mpkXEbi22/w45evUD4LRy7Oji2FtExG2SzijH/hc5iqVyHjsCT0fE57p1YexVDirMzMz6iDKz0Xpk5+nZ8vajwD3NazD0FklnAwdGRJSO/tkRcYCkjchA4nTgNWXzaPp5S3PakaQfASeRhbjDyA7kx4GDIuLDte0mkrUmw1s0a2qrY9f2XYOcnWl7cuai70XEk+WzccAZ9X0lnRkRBy30YuS23yMDodeTNQ0Pl3NhebhnXd2v8tktwH4R8UR5XY0kVbUSERFjmo53BPm3+VVyNO1lMrVtFvCZiJgv7avcuzc0vf1S87Fr24u8hv9BzgQW5H8Dz5fPx0XEM632ta45/cnMzKwPkPRLsth3SPk3mOyk30/O29+ryuxCE8iRlKllqtRpNEYOTiA7f3PJp9gvk+0eT6Y+tRphANgsIm7PfiRPlO1/Sk5nehXZsd0lInZfjDavC+xLFirPJDv9OwEHSXqJnAVqI2CzUgNRzeT0SDeP/0tyFfGp5KjMOsBrWcyVupem2mxQ65D3qyp4rq+ufRUZDAAQEaO7ceh9ImKXkqZU1aqMIUeBviUpmtO/FuPevYOcVvk8ci2LTYAJ5Z59r6uZo2zBPFJhZmbWB0i6OCL2qr2+hFJUGxFv6612VSStRc4e9C6ymHwImab01lpRcNXuT5KBwbuA33c1c5Wk48ki33XLW5PIFJzblkZdQpmdafPS1lHASmRg8SCZn39kRGwu6UMRceJiHL/VPXttRKy6pG1fUuV+QYt7FhFblm2uJa/J02Xb+QKCpmMeT653MZAMWAZQW4BwaRS/Kxfl+zQZvAZ53+4lg+s/UO7Zkn5PX+SgwszMrA8oHeAVy78xZJHqYOCZiNisN9tWkfRzstbjg+RT6slkUXZ9ZqfNaSy2djY5SnAOcC1wTUT8q+mYo4GPkAv8fZAs1H4Gcp2FJWzvKeRoxETyifrl5LoHq5R/4yJi3zId7iFkB1blu1tOd9p0/F+X83yOvGerkXUAb4klW6l7kUgaTq6TsTHZEb+bUtAs6VSy3qEfOZPYqUuyzkMZAbmVHI35ILnuxCrAhhGx7gJ27c6xm+8X5HS9twMrR8R+ki6IiH2X5Hv6KgcVZmZmfUAptN2CTPuATEt5hMwlP7LXGsY8axIMJNt4L9n5vxWYXh+JkHQU2bneg1xxuR9ZbLs/MDoi1mg69jFkvcMo4FxyOt3/hVxnoUVbRpNrH2xEBgD/Bm6q8u0XcA6/JBeBm0Y+tV+FXN/iFuBDZP7+Y9X2rb67xTGPIYOmysvkgm1TI+LYhe2/NChXYx9LdsYfIK/JOsDXyL+h4eTMVKPIEYlxETGq7Ptr5l0wbziZvvV94LKIeEjS6RHx7tr3jSY7+aPIcx1WjntMRNzWRRtHA7uRow9PAudFxEPdOLcF3TMi4uiFHcMaHFSYmZm1EUnvjYhTa68PjIizurnvAHIl7UOAEWSazgXAORFx34L27SmSJkbE7pIui1xRu3q9OnAEGUyMJYOJFcgO4cvl9SNkTvyZtePtSk4nuwlwI/nE/4LmDqOkg8gpTNcnp0WdWT4aRHae72s+dm3f1wF/I4vAp5JTnH64HA/gK+TowqzmfbtxPQaT9SQ7kjUwfyeDqPN64p5JWjkinu7is3HAH1rdr/J5lSJ1JPBOcmQMcqRoRXI62iktAsG/kEXvZ1DWB2nVwS/37FvkrGazyGs/mAxEZgC/bjWLU7lfXyOLu/9F3q+7yWDn1e0j4ooFXhybhwu1zczM2oSk/sDhkk4jnxgPIFcsXmhQIelIcgEyAS+SKStrkUWrq0oaExEfXFZt7w5JewNrSnoOeEbSrWSeO+T6BMcA2wK/JqfD/TbZ2V6Xxqrar9SPGRFXSPoqsDs5Pe0gYLCk3Zry+18B/rv8fm6Up65lpqD6aEErJ5OjKw+RoxHfINdaOIns6AbwsKQqCFhgbUHtehxJrpnxCjkN8MpkoflZwEd64p5VAYWkoeQ1H00jheskSZMkPQqMVa6nMbi276Sy71Nk2to55OjSz8sxZgFvq3+fpL8Cx5H364uUwu8W9wvyuvyBXHU9aseo7tl2tHYCGaCuSK5tcjQ5ivUMudji7T2ZXtYpPFJhZmbWBiQdAnyAnPb0FrJTNhM4PyKO78b+15HBRETEPuW9C8k33iRp4OI8SV+alOtJfIrs9H0X+HxEbF99FhFvkPR7siO4Fzm97OZkoLASMKl5qtaSoz+AXOPhWXJ157Mi4rwFtGMUmSa2OtnxfBJ4JCIeaNru8+QCfBuTAcVryNGTsWWfKWQh+WKlKpV7tn5EjKu992xEjC2/99g9K7NXXUCOxlROIRfDOwz4HfAe4EdVQXUtrU1ksHE+ucL2W8mRMoC7I+KU2vdUIx63AC9HRPNUsV21bxSZWrV6+b4nWo00lHv2KTIY2ZD8+xlPjnQ9yxLes77MQYWZmVkbkHR8RHxa0lER8Y3F2P9I8knzmmQH6nFyms4R5NPjX/T2ugeSriADnxXIXPfLaqk0XySfXs8lz2EYOQXtbPIJ82zg6noBdHlivTmZ1jIHGBUR20u6JCL27KINvyCnia3WOJgNPNV87LLt5mW62lvJzmyVKjUIuAdYKyLGSmpO3ZlF1iecFREz6UK5Z58mU4BmksFRNS3r/RHx+q72XdokXRgRb2rx/nNkUf0lNN2zFtv+m0wve4HGrE5fioiTa9vcRY5UvIccSft29VlXf5/lnr2HvD7VSNVTEbFhi203J4Oh1ckZn7YG7gTWLq8nRcTbW14EWyCnP5mZmbWHHSV9GHiPpMfqH3QzGFiNLH6dQXaoppGpOX8lnxzPt/pwLziOTBlakQx0LpJ0WEScFBHHKRfvW4vsWP8Q+HdEbN3VwSIiJH2zvFwR2LQ8Pd9M0pVdpCBtRHb4H1jYLEYRcXv5dZvSnsPJp+T9yKCkeqq/FpmzfysZ5GxGXu8/Agcs4CtWI+9Xlar2KDlKcwV5z3rSCZLOIu9LwKt1DneQtSzDyVm5LlZjDYtm65H1LAs65yqIWKsc80u1z7r6O9+InHK21cKF8yj3bMtSX/RD8n6sR+OeDVzYMaw1BxVmZmbt4W1A1QmeTdeLvXVlvYjYrKSJTCRTUdYnO3Eb1Z8W94YyqjCOzKNfkZylqf75WuSUpfuRhdn3kMHB7WRNQwC3tsiFf5mcreguMph6lFwd+1NdNOV0ckRkZeVq0U+Q9RKtjl35M7no3bnk1KtVGk21YvcatdqHi5TrTxwi6c1dXpC0XkSsUc79PLImYf2I+JByhfGedCTwPWrpT+We3UMjEKzu2eUt9v8cGaxtI+mf5HUF+HtTEfYTwJvLtnOB6cD1wHcW0LbTgRVKitad5N/CfRHxg1YblylyryRrcc4jR1iuJ4OKD7faxxbOQYWZmVkbiIjHgNMlnUM+6V6V7GSu3s1DPKRcjGx9ctadj5HrHxxDLtTWq8qown7Au4GDyADjZ2ThLGTH8dNk3cIXyNmWXiQDhqpzPhxo7vhfUP7tRHZ6NwOul3RSczpTsS85re1IcjTnFfJJeKtjV3YhU3q2LD/HkEFfVTfwqKSfklOlbk4WbfcnZ99akIckPUkuKjedcs8kDaHn79l9EXF685slSH2FPNdTyfvVajHCaeTIy3Nk+tdYsvN/ae1Yp5A1Kv9JjsicSY6ubUcWVo+gtX3Jv4uXafz38CDQMqggR4hGkmlqD5BroYwn0+66+g5bCAcVZmZm7eU7ZNrSHhFxlqQTgb27sd9jZbtp5MxEkIvHQXZalwdjyU7n3WSwsC1ZN7EnuVbBjWQgsSH5FHsO2UHtRwZKN89/SFYiO6dfIhc6ewM5Vel89QFFfzKlh4jYv5vtHkl2kIOsv1gdeBj4LHBlRBwmabtyTr+JiOvLfh9YyHEfIzvV3yYDHch79s5utmtpGivpJnIKVsg48GAyoNqR7KBvR96rL7fY/9/kPWtecHCWpFUj4omIOFjS5RFxUxl1GE+ugn40OeNXV/oDL0XEKt08l8HkvZhDXteh5KjFfZR71s3jWI2DCjMzs/aySUS8UdLE8rp/d3aKiK+XqT13Jzvaz5BPePuTT8FPWcDuPeVQ8mn3e4HTyClw/16eYFcF5f8m03CGkZ35a8in0v3IRe2aZ3W6v2yzErlK82DyiX9X+fcvkMW7oyTdSa7qfS9ZqN1VTv/NpW3VlKtPk6MsGwFIqo+IbCpp0+7UwZR7Vs1Q9AoZtOxLpiCNpWfvWVcrgN9L434dCaxTpdKVuoV30Bh1+jY5uvYSeV2rhe4osz39AxgpaR1y1OclcgRiJAseQXgBGCJpElnfEcC9XYxEQd6fz5GLEm5NBjunlLZ0WThvC+agwszMrL1MlVRNs7oVZXGwhZH0PnKhsFHk0/2Z5JP/y+l6Pv+eFuSqxr8jg4QvkqMLR5FTke5Hdky3J1eoPpyskZhFBhnzrVIdEX+R9DEy8FidfPq9L3nurVxEptFsUHtvNl0UskuaSxZgr0kGMOPINJ+v0eiIL1YRfLlnB5HXYmZpxw0R8W5JXU6Ju4y0Klo/hawf+SU5erQN8wa5vyWDueER8eNyrSDT0SqrR8R+ZfrcnYEPkgX7/YHXk/f4V+QUvV25iBzRqpvdasPiIPL+Pk1e1/5kQPtCRKy2gP1sARxUmJmZtZcPkukl04D30f3C0k+RHfQdyKfG+wNX05hidnlwEhksnElOUbonsEVEzJD0PNlJ3ZycGWgQWVdyILlGxAjg6WpthGpmp1KnsRG5lsRV5EjIKsAG1cxSTW2YSKZf1VNpnmLe9Rkoxz66tHV3YFOyczoVeD4iVi/bCHhjSRVaVJ8iawv+Td6r/YFrJP2Snr9nqv3cjMZIyQhyJGgTsmM/A0DS2mSg0a+83oO8NiPI4O8+sr5n/XLcWeR9uxk4SNLuEfEIcIyk3YDdFtC2iWRhfN1T851AY2rf6p6NonHP7qzWRLHF46DCzMysDUiqOpGTySf4i2oaOaoxmFxteG3gdeSsNx9aCk1cIpJeB4ws6z48FhGfkHQDmf5yM5mudBXZCfwTWcw7pey+CjkV6L9arKWwKfAj4O1koFL5BK1HEL5OFnWvQl6rfmR62N+Zvw7jIHJUYxyN2aUgU6dOASh1Ak+UmoqbyVQbImIuCzet/NuaHMVZh7xnR1DShnpK8+xgkq6StCW55tlRknYi708VPK1F3pPxZOrWh8i/uWfJuoWR5CjBGiXwejPwB0krl1W83wdMlLRq2f9EctSila+T9xfyng0g/zbGNm1X3a+zyLqU+j3bqH7PunVRbB5e/M7MzKwNlBqK5v9pi3y6u0c39n8TudjdAWS++myys3Y78NGIeH6pNngRSbqUfOK9MvlU+kIygNq1rLA83+Jrkn5N45rsBhAR6zZtcwiZu/8J4P/I834Y+GxXi7Q17X9G9XtEvKvF5xuRhb3TS9snkiMjbyz7TKrVv2wB3EaOvoyR9GREjJd0eklpOj0i3l079pvIzu845r1nvyEXK+yxeybpGzSu9QRyiuO1gP8i0712I2dy2ici1iv7DCFH0jYlR1x+SQZr1ajPVcDO1UrlkjYjZ7W6AngXOaKwK3nvju/O/SrHOQPYISLWbPHZBuRo2FfIQvjxZB3OjtTuWXe+x+bloMLMzKwPkLRBRNwraTA5Nep1ZGHsWOCg7gQmy7h9EyNid0mbkqk0d5dRi8sjYjdJB5JPwavF19amUUMxhuwoEhHjm457OtkhH0em2AwlRyheioi1W7Rjj7L9+uTT9N3JlJ7JEbFNi+2fI3Pz7yVTs1Yg11q4G/hwRDwvaXdgD/Jp/T3kyMNksnN+HRnsnQbsVF9wr3bPViQ77FeRIyYAH+tmMHlxuS571a4H9eClOyRV7QpyxOtH0Vjt/NV7BvxvROxW2+8scmalgWSa0TrkNK4jyGv825h3FfRvkUHKnuT9/Sd5ndaPiNd00bY9yIJwyHu2F3kf1oyI52rbjYqIKZImk0HgTDINa+3y+tV7tijXxpLTn8zMzPqGE0oH83CyY7cD2Tm8iXz63WskvR8YKGn9iLgDuEPSTpK+QGNBtebF1w4h05QgO/0/Iwu5m42MiE0kDSOfmn+WnLZ2RhfN2Zl8Or42OTJwF/nkfL7ZmiQdS8429CL51HtjsvD9cbLT/CcymKgWctuMDA4E3EAGL2eSNSEvAP/T9BUnSJpJFqaPJlOfpkTESpIOk7RTRFzT6iRKIHMoOS0vkq4gU7nWLN/XLU0zV9WtK+ldEXFG7Z79J7VZmkrtxzbAN8hRmgPLeU4lC+wPqU2vWwUUF5WXj5IBwupkkf2C1uXYGdin/D6bLML/Gnlt64HX5ZIeJQPTO8mA4iPkCFnzPbNF5JEKMzOzPqDMrlP9T39DssN2H1mseiNwC0DT6sY91bargPeT6TGPk0/6VyPz7LcsKUTPkAXLQ2isq7EeeU4PkE/CL4qITzcd+y/kzEEPkJ3zLcmA4uGI2Ke23brkiMGqLZr4BPBIlaZT2yfIDvLL5a0xZA3EnNLxvyAi9q1tvwLZYV2FrBUZQQYkw4BrASLilNr21wGvjYgRkmaVt6eVbWeTT/rPbHXPlKtwb0+jXuYccoTmHuD6iHixxXnOp6SPtXI02dmv369VgFERsW0ZPTiO/LuaXrb9CBkkHkGZujUirqh912XV6Iuky4Afk/frMeCuiJhn/Yhyz1rNXLYtmXK1BY0gZQCZsjW0tGFaeb+6Z1dFxFua75l1n0cqzMzM2oik0WTOfgD3LEKqxsnkdKwvkf//f4bs1E4nRwB60+yIeAjYU9KaZMf+CWC1Wn777WQANJKsXYDGqMVQ8nqs2OLYB5FT1H6cxlPs2eRoRd1R5MJ4KzO/p8jZl5qf2m9HdlRfS45szCELhGeUJ+K3lNGMIcCfgROAv5BF5reX77uarDcQ8zsZ+LGk88kC9TnlHFcr53sbtRWp68p1myTpr+QUujuSwcsWZDpRd9e4uKqL95+OiHnuV0Q8LGliCSgOLm1emwxu+pd/A8gpZWcBIenGaqYuYFhZo6Jf2Wcd8n6/WM59vaY2HEWjQLvZbPJ6/5y8tu8ki79fR+t7NqHpnvVKgN3OHFSYmZm1AUkHkZ3RmWT6yjhguKSxZGdtJvlEF0oaTUTcU+0fESdIuotG+ssXyU76OUD/iLisJ86jC/dI+g3wmYh4GHhY0nvK+6PIDmrVoR9Gzl61MtlZ35Ps9L8AHN984IiYKem/yRmg3kmuYn0O2dmsb3foojY6Im4AbigzV11CzjzUn3yK/2EygNmD7EDPIfP8NyKDuT8AgyPioAUc/4QyQnEfGQR8D/gbWX9BN+/Z38gUohvJ4AVaBzBdOYoMYKp9qt/XlfTBiPgVWfhOuWcPkSuWv0gjcKnqXP4YEV9fwHf9m7x2kCNPl5NpTZeR93we5Z7Nc9/K38tKZCB5Hvl3M4qcjndoRByrXC9jc7LWox+5vshRwPfp/QC7bTn9yczMrA1IOgA4N8r/uKtUEeVKxCuSHafXlc2/B1DvsEpanUwnWY3skF9FY/XgSRFxbDfa8Npy3DvL6w3L63sWtF83jjuUrInYhwwUZpOFzFUB9E/IkZUjyNmrji7vDSzbziY7urMiYmSL419KprgMJZ+Sf5Qc5Xlzi20nkik3w2msBTEDuLFeRF22HQu8lUzzeYEsur4V+Dw5feyjwOlksXeQQQ1kcfwg8vo/W87z8vLZGZDXuNyzP5MPgceQwcVry/nOAh5aWLG2pHPK8Q5Y0HbdIWk1cpSjCpZ+SAap1UJzc8h0sJXL77eRqUhDyBGyFcnakqrz+XJEjOriu54lA9/3kSlb74mIlqtql3v2hvKyX/kX5GjUneW7rydn6bqTrGe5lbyWd5CF8xeQIxcXArf3cpDdlhxUmJmZtQFJAyNilqRDyaevW5FpG+PJp+NBo6h5BnBJRLy3tv8lZODxItm5e4nGmgl7drMNl5Xtq7z3M8vrLp+2Lw5J48g+ytO19y4BPglcFxGjlYvh3UU+fT+YTO3aPyLmq4kotQlvAc4nO8RvAraOiAWuRl6Chv8uL2dExKeaPp9F1gwMJzuw65IBwEpk53UguRJ4VTfwThqrY1fuLz9vKz+PgbzG5Zx3Lec4iSwEnwVcurBrXqaA3ZXs4Fe1G0+TfydXLGpqj6QjyDqFjcji6/Or2oPqfpFBW72OYxBZv/MiGVz8mQwOP0jOPDYnIrasfccJwJci4gVJXyVHewaRgdfHIuLqbrRzLDnisA25bslBTZ/PKu35TdlmfTJggwxeBgK/706QbfNy+pOZmVl7uFS5OjTk09XBZN3BG2k8lX2E2mrSTYaQHdJhwP+ST/qfI/PaDwMGRMQvWn1xCWS+QnaakVR1xmcw74Jyi0XSz8mUpGsj4vmIeEbSaElvBt4SER8lU7TukjRTuf7By2Tn/A3kzEx7kp3m6phX0XgiPo7sMD5LPmH/d1cBhXKRQZV/w8hZsiCvXbMqGPslObNTNXIyk+y4vh74QURMLdesWvn53WRQ9wcyIHkb2bl9GzkSUF3jarRkFHmvhpXvW12tVwOvu4TswLdyWxfvL8heZcrfiRERkjYv9+faiHimtHk0eV8mkWlXPyD7miPKuQ0u5/kKeY02afqOTci0qluBj5EjQKuQwdigrhpW7lk1qjSsfNdw8jq9SKMo+yLynv2SDGweL8d/kKwLeQF41gHF4vFIhZmZWRtQY72Gm8kn4Y+THaf1yE5RkMXIVe77PLMVSfoiuaDYumTxK2Qn+69kLvte1VoGLb67yltfHSAivrEUT61Kf3oPOZqwajmXJ0rbTouIaZKOorHI2oW1bWeQHfl7gG9GxAVdfMcvyc7sbWSx8tD6+gi17erpT0F2SO9cyLEHkKlAh5e29CMDnHHlvf3I2a2eIp/mV2k8s2ik6kwmO7XTyXu3f7lnH2beAuWXadTOPNVFAFlv2y5k/UBlDhl83hQRTyxo36bjXEiOkJ1HpqmdTE7ZeggZLNTv2aFkcDSITF97fbkea5Tvj/LvYXIk52cR8VgZUTqh7PPX8vNJMn3s3ojYuou21dOfgrxGU2vvvarMJLYSea2rezaH/O/maXL9ks2b97OFc1BhZmbWBiRdSXbgPks+bR1NziC0G/k0WOTT8efJzurVzZ1mSauQOeqfI1Om/lr2mwVcGBF/6uK7byI7jrPITttn6CJ4WVKSxkfEkyXQ2J9MHRpXfUyOmPyeXM35WOBrEfG/kkYANE+VKmk4GUx9hVI4XIp1L2mV9iXp1ZqMkoYzova65TSspW5hJ3Impj3JYG0KeY2rVbCrjvXM0vbPlPa/mUwlGlVSunYlRxmmln37k0HAa4BzyzWgVUDURdvOLt89lbx31fm8AJwREUd18zjrAd8q7T0PODIi7pf014h4c9P9+mXZ7TDgy+QIxFjgfyLirNoxVyP/jt8TEUeUQu9Pk6MNMyPidcqF9X5D1l/MU9NSO85IYEREPFKmmR0O/L9yzo/RGLF6nJxa+DgyBXBd4GKyLuYyMg3qwxFxa3euic3LQYWZmVkbkLQFuQDcy2QB6wZk5/VCcrane8gRiM9FxHxPaJXrFhxHpoZU6c+PlP2fWlCOvaR9yU7armSn9tHyM2gRvCwJSZdGxBsl/YBM39mHfJJc1RlcSgZPbyavxWAyV/+NZZtVm473N/KJ+nFkMfQQsmB3ExpBxmW17V9N5ypTps7zuos2V0HEi2TneUVyxOH35JPw20sbvkA+vR9EpghtUNqyCzkr1S/IUaeNyKLsY8h7vT15veeSaVDTyADvTrKjfC7wYrRYCE/SeaXt+5fX55ePRpf3d2jep4tzPJRMGdqMHO2p7v9aEbFWuV9bkkXPT5KjWnPK7tUq3BPImphdyjGfi4iVuvi+x8mJBbYlR3e2Ikez5pv1qtyjrSLXBvk1WTMzplybV8hRoNFkwD2WTMF6iZyN6+Zy7AfK9+xcZiCzReSaCjMzszYQEbcBB0naICKeLh39r5GFuDOAsygz31QF1MDZZd9TyVmIxpOdwSvJJ+vVU/y/SDq2q8CipP1cIGkn8sn5A2SRbbfTZxbB4PJzLPBPslM5CF6tM1iB7FQH2XG/B/gq2RGfRylW3pgcGehHpo1tVo4xkVyJOcin1JUhTYdpft3KcDJwWIMMKFYgg4MDyzn8hRyVeLm0eRTZsb2VvCe3lDZuTk4XO5WcVek35dhTyJXPdy/n8AzZAd6cTAF7B7nexatBhaTPkZ37YcDKks6oHfdpWteILEj/8vMWsv94ckScKKkqnh4LfB34FfDT8t4Bpe1Xl3P9C3CJpL+T93CkagveNZlF3vd1yb/tTWh9vyDv0QDIaWZLm1YgF8x7dZV15Yryd5LXehr530I1c9jK5bM/kwXctogcVJiZmbWXEyS9E/hoROwgaRqZGz6E7DROITuekE/JkXQ6OaqxCdmBOpJMfXqJLFS9kewUL8z65NP2tYAHJN0DS2/2J0n7AFeWTuczZMrP/ZSC5oj4kqTXkKMms8iFz9YmO5kDgZskbR8R/yiHvIQMnq4iZy4aST6t/t+I+HMXzZhIjuaMKSMQr5CjA09KmhARj7fYZyYZDBxMdmYnk4Xwn42InUr62Fyy0z2FHJE4gMYif5DTAB9N3p8qsOpPo2B8dxod+9fUvrtaCO+Bcg1Hkff/HeXzj5NpSO8v2/2wtG1Rg4rDyBqFPckpeb8n6d3ABqWm4bdkAfpzZACxORnAvJ4M5F4px/kKGVxsR45adDUl7qnA3uRo0lnADtH1GhcTgQ3L/XqJDNoAdpb0EI3ruAqZDjWTDNYGkSMrs4Fvkvfms927HNbM6U9mZmZtpBSzTidTNtYgO0mzyA7z9eX3lckOXdU5nUo+Qa9mNqp7hZxq9duRi7kt6Lur1ZWrdQkCGlPMLqmqzkHSScCJZFDwIHlO65E5+58kO+6bkSM0ItNxZtFYKXxoeWItYLOIuF3S/5Id8zvI63ZpRBzT9P0qx92I7Az3I1NoLiKDl4PI63wuuZDbZEk/Jjvbryc7049Qiq3JjvXa5GjEy2Q9wytkADin/Hu5fP055Mxdh5W27E0u4DaKRs0MNIrHZwL/R45WfSsivlz2eytZM7N92X4K2al+nlyL4U8sQh1MmVkJ4Dtl35+RQenuEfH5Fvfsf8m/yaqOYzwZ8M0iA6tZ5MjFxeTfHVVblCtxVw4h15F4tly3yyPiiBbtq+7ZXmTK1dhyLfckpwPenizq350c3akK8OfSGPH5d/meJ4DNF1b8bq05qDAzM2sTkt5Prvxbnw2oH9k5nU0jA+EpMsXpX5CzNZVO39eBT5EdrKfJNQSqNRBGdFUzUPv+iTTWxKg6ZnMXtt8Cjve5iPh+7fUDZMrOWmRa0w5kp3tI+Xc/sA5ZuzCa7Lz/OSLeX/a/ICL2lXR1VVci6THySfchpe1Pkp3/sa06j5LOrX6PiLeU9y4lO8G/L999AlnrcQN5DW8iazqGkZ34x8lg4LtkB/8RMrgYQgYHM8nRoWlkB/jRiLhCuZjgf5K1K9uS63C8QnaUVyWfyFfpPAPLzznk0/lb68GdpG+RgeSK5GhNXbfrYMo9r6+ovUH5eU+pcakmBxhYrs14MmiArCP5JDmy8k9ydOIFSlpeUQ+k6kHeZ8jrNpZc/fzTETGGFso92zYixpfXW5EBzlfJIGZ1sqbmYfJ6rEZet6Gl3f8qbV8T+G5E/G93ro3Ny+lPZmZm7eNLZPHqvuSMSNPINJHnyr+qs/99skO+G7kOxVvI3PR9yBSQquh3OtnJGkhtjYeFfP/x5CgJZMd4kdNF6ik6kqrZgAaQHbv7yKLlh8mn4yJXmf4oGUzNJlNWXijn+vYyq9VooL+k/uQT8kp/Mk3qZbIj2Z/sVN5UZgqi6an9y+TK5CMl3UU+wb6X7BB/kHxqfmnZ5hdkJ3pl4KHys19p57OlHdeQQd71ZMrTYPJJ/jlkgf144MuSViVnV3qxtO/hci2qomPItKy5NKZlfTAi1u/iMs8g62Um1F7PE3h0R0TsDq+OUg0u57Q2MFnS7WSq1xCy2PxlMrVpWLkWR5N/r9+kUQcziLxXc4EpEXGYGiuzv5reJOlD5IKGnyGDq2ld3C/K965QAsgHyf82HibvT/3p+Sbl9VDy7+05cuRpAzIQnOyAYvF5pMLMzGw5J+lAcpThtS0+rkYqIDt8Q8kO5NNkmlCVhy/mDSCGk53EAeQUodV0qVcBRBcL4S0Nkg4gi5j3IVNyqmltbyJno6o6J6uQowLH06jlgExH2pXGDEr/Jp/WnxZNC8JJuoUc3ag6kMPI6/OXsknUn9pLOoR8sr9B7TD3kh37y8k8/xlkCtXWtbY/QnakLyI7/9eQ96MK4PancS+aBXkPXynHGk6OgmxR2hvlOweQ93tGuVZjImKzVgcsQUC1TgTA4RExo4vvX6hyXT5Jnvd0siN/ZmnfP0p7ViELtXcl617+i7w3K5N1L/uV9o8uh51c2vcUNGpzJL2vHAfymr1ABiWX0HS/am37QFOT7yX/pu8k60E2I6/rLHKkaDBwBHlfxpY2nRcRH5M0KCJmYovEQYWZmdlyrhTEziGnGF2RfPpcdWYHkp3Mh8ki3PfVpuw8iOxQ7UR2pKqVhW8lA5S1ySf/M8j88yPImoNpUVsIr3RQdyQ77pXhZKf59kXNQZd0RkS8S9KvIuKDtfd/TQYakAHRdLKzeATZKaw6LYPK+fyafKp/LdmJfKa0f3/gijJL1vfJzu+N5KjAqWQqza1dtK0/uYLzm8pbq5DpMwPJlLIbyeu1Pzny8BlytGYYmfI0newIf5wMLsaR6Ts/J1eJ3pUMRtYi7+cPS1v3k3QfeV3H0ZjytD+NEZbmehho1GXcFhG7lKf5Ijv1q5EjKmvSqMVYkUx/qv5G7o6I+WbOanFdroqInSU9Qa6WvU+5HgeQf0NVmtokMmBcg5x56zCywP828j59ggzu5pL3cFa5npdExHvLd10PvJcMzB4r2+8VEfd30bb+5KjMh8s5f4BcZX1F8r+LmTQWfTyfDCC2I4O0uWQgfiPwI3Lmp1ER8aGFXRObl4MKMzOz5VzpZL2BfIq/B9lh3YR8EvsWcuYgyA7a32uFr9XT2o3JjtWKLPhp+RTyifMJURbCk7Rf+c5PkkW4kJ36D0TEqMU8n6vJDum7yVmDGo2IOFq5KNpqZD3CoeRMVVUtR5W+tDpZHzGbLLDdmFxz4HYyuHgrGXT8qLy3SfmKqjB3Shc1FaeTneCNyRGd8eS6HCPIlKWbyHSq3cmRhaHA3WQAMKa08RqyBuPucg7jyCDueXLEZH2y438ZeW2fAv4O7BgR4yX9F9kZX53G6ueVuTRW7d6oORWoFpjV6yCq864K+v9W3htQvnNU83VocV0mkn9r/yYDuK3I6WUnkKleg8ng7X3kfdiJDDKqWZaeL9fwdrJ4+h9kB35iROxb+55baRSXb1p+Hwfc3FXwWu7Z3uXaDCZTzbYpbV2ptGMkeY+gUQ/0IvnfxEvlHF4kg/J7sUXmmgozM7Pl38/JGYe2JNNshpGdJJFPn7clO0qfIoOPqqM5jnzCXqXMzCBTUapRjip1KoDTuyjeXYd8ygvZGabse/gSnM/eZGrPzmRKS9X53UrSL2vf+Rw541C9lmNgOb9qStSRZB59NUvR2Ij4L0n/SY42PFPO8U6yY92PnLnp2C7aNo5Mt5lFBgmDynvDyZSoDchreDtZOzGLHJ1Yi7w3z5Od03vJlaWvJ2sCniRnJBpLPtWfQY4iXEKmdv2ZnC74sHJ9NiKDh+dppD1B3vvq9b2SZpbjPUQGXydSgsyIuLOqVyjXej3gQ2TRtMig6Mv1k5f02oi4s/Z6w3IfvlX2W7lcx7eTgcMnyNGErckAbq1yTWaTNRETyfu1FRlIrlIOvQF5L/csUxNfT47crEGO3kwo131d8v7O08by60jyXq1FY/2UDcm/02FlyuUdyRGinckA9ejy3f8s251I1ijdSs7W9TmyfscWkUcqzMzM2oSk/wA+TXYoNyM7c+vTmG3nNnIK1T3L9jfQmO1mMtm5rlJ56ubQKG6+jUzHObocY0pEjJI0KSLWYimSNIB8qn0iuWDaT8m0l+PIdRX2AH4TucJ2NQvR5mTndDT5JHtouQ5DyKfUh5Id2bMjYh9JvyM7nAPJjvQuZB0HEXFwizadRqYLbV6uyQrk0/IhZNHxVHIhu0fJa/l6slN6NBk8iAwIppCd3n7l3y3kaMXs8vuocowbyjlvQgYaj5Ed6X7lGHfRWLCvMoMMJGaRAczq5f3J5P2+lezkD6IRgMwtx7u2HLMKKomIr9bO/x8RsX3t9QXlPKoF4x4s13AOjXqRP5LT7Z5OjvCsTwZLh0fEjFoQcCMZoFSrns8pbbiDDJZGkCMLk8o5PUIWUE8q7Ty4tKla/G7Lcq7rk8FONfVuVQ9xMRmgVfUqx5DBaTWd74BaG14hA7PtIqJKE7RF4KDCzMysTUh6EzmtadXBrDpRc6tNyu8Pk0+tNyc7j1vRKMp+qWwzgOyYzyJTP66lsdr2bRFxRfnOh8kO9Vjyqf+rImIVFpOk3clO+qpkZ/XXZCAxjpwV6Y3lOzemka9fnXOQT/7H0Fj0716ys/yn0razSiCyIxlUVE/655BTiB4QEZNatGsI+aT6P0rbniSDss3I4OE1ZCrYQLID/wp53QaRT8oHkvfn2+S1/hTZUV6V7qnW25hOBiArkJ3km8q1WIm8R1vQWKNjC3IkBeZNb6sKwKufJ5MjTNX1u6Fcq7dLOpRMuXo9cF059hgaAU6V3fIKjev5HHlv7iJrRf5OBnlbkPclStuH0qj9GEgjqP0HMKgKYiT9gFzo8Adkvc+K5IhCkIHX7uTieevRuJ/1c6Vcs1lkSlmrALraNsi/+5FkMLF2RHRn9XTrQvMNMTMzs+XXUTSmkJ1FI21INDpV/yI7S28jO3IfL599l3zCfRvZ4buLfLI9l0whqVJy/kGjoJuIWJNMI3qO7FAOLvsPlvSQpN+WGggkjaql2yzMlPJ9l5PByqXkk+ofksXPo8gAY+OS838KOSJzP5lG9BhZXP5saf9gsrP5S+C3kq4o06FeSU5Ju2L5rlHAv1oFFOV8Z5Cd6otLmy4iA7lLyILsT5brNp18gj6b7JROJVOiRpO5/KPI9KaLaKwF8i/yPtxYfh5FPo1/qRyveno+l7xnd5Wfz5OjANVif7uU448k03pGkJ33G8h6iQ+ToyAv0ijmHwJ8hEbQ8Si5CN7bmy5BfaXtKeUa/IL8+6iOVwUZK5MjGHuTIw3VrE6Hk0HtD2gEgf3JezCstGcAWVuxqaRZkp4nRx5OK+c4vWz7mnJuJ0XEryNiw3IfvkwWXX+ZDEDeQt77c8i/n13IIPAG8v7/DzlC9AT5N3FduSbTyOBjhqRjJXWVFmcL4ZEKMzOzNlBGKb5NFqBOIlN0HqdRR/EkMKAsdHcP2VGaQz7pbjVrUHMh70vkE+UrAOoL2kn6No16ggFk5+/7ZKdwdeDkiDhC0h/IvsVB3Tifa8p5bF6++zjgpxGxqqTLysJql9RSuSZGxO61n8/T6KBWQdUccm2H3wLjI+JTZa2JFYDPkx3Q58jO77YRMZcmpaZjR7LTPpfsDE8hRyJ+X671ReRT/U+QqT9Vbcp0Mrg4jAzmdiI74pPJ+3YT2QGuOuazyHu4DhlAPU+ODlSjAs33iPI9c8v7Xy/HvCUinixpQZ8h6wLeTmP0ov4UP2ikVgm4NiIOqJ3/18jO/6jadx9FjhC8pbxfjZS9TN6D28gUpIOBT5UVtl8DvIOcheoGchTjPeX8zyT/hoaW67N/RDxe1i85lwwYVyOL5B8gRx0+EBFzy6QFh5dz3JkMakRjlK76O+5X9qumsB1I3ssqYOtXfj5H3ttPkIEW1SidLRoHFWZmZm1A0pVk6su65BPWmTSealedpTlkJ2w4ZW7/iNhO0pNkLcaJ5DoUe5Gd4QPJGY7WJDu+o8h6hHmCivL9z5Ady++RdQtn0kgjeZ7s1A0ALqimBl3I+XydrJl4HdnBHV3OY3b5V62mfHeZKvVCsrP+W3LWqIfKd19PPs1+uVyfUWSR7zk01riozq0f2YG8BXix1UJwki6ufo+IvSRdQnaiX0c+3d6UXKH7veQIy03k+gvVKMKPyY4qwJHAlyPiF5Im01hzokqzqQKhfjQ68I+QAcatNIq5XynX5xlyRGYgjYABGkHG3LJtdbzbyWBtY3JF8TXIoGc2Gcz8g5wF64ja+f+bHFGpj4RtUNpULcJ3FxlEVCMg1XZzyZGjzcq5rkeuBzKVxqJ3lGO/Uq7rS+T9eIH8OxxHjsBMLce4v3z/M2QwdzB5P1cgR2hUzmUMGTj+tbT/lYgYI+llGn9ft5BB8AgaCxNuTabevVLadmtEVDUbtggcVJiZmbWBUh8wmOw4rUd26r5AdsRPJtdNgOz4/x/ZIZ1Mzir0mfL7aBqpTiuQnfYq5eYF8gn1NWRazPsl1YODH5NPcl9Dpu9sSz6Zf5rMdZ8FPFl/+i/pvRFxau31geST6VXJuoWDyTUoLiTrKb5IpjZtQnZcT6wWbJP0XbJTvB3ZGX4TGSjMKNdlDtnJfYnGbEXvIjuU95JpLkPITuQ7qmLcpnN8LTn6shbZoZ1LIz3mFXJkZQr5lH1WOd4zZBBzd9nvXhqL4lH2e4nG6MO95fdvkOk6VVoQ5fcbydEbyM7530sbppL3fQaNqVBnl2t3HVkcfiuZGjSD/PuYXq5RVVcwk8ZK6peX7W8hp2t9vFyP58iArZ4WdQMZFPyFnKp3aDnO4+SowXnAb8g0qM3IFbQ3JYOmrcv3V8HQtNKOceXYVVBVmUn+TY2kMQ1uNaIxtBxjbnl/EBlU3k3+/Q+hMTo3i8YaFNPKfruSIyErlntQjbTcSgYaI4CfLWBmMFsABxVmZmbLuZIqtDXzF+HWZ/appggdRKOTdivZIR5c3p9O5pRDdkhvLsddr2zzD3IE42dk56s+9fxwsjNd5chX6T6QT+T/WrUrIh4oC5JdQnacTy/7nUU+NV+5bHt/+e7qCX71+UXl8zPJ0ZUVyKfYM2h0MJ8p71XXYDaNTusz5IjLeWTnfRSNJ/33lO/6IdlBrteAbFm2GVO+ZzBZ9D6B7ECvXN6bRXbGX1+71tWoTaWqZZhNXvvqHkEjXatVWlpVqB1k+k6VvvZvctTiCXI0akuyNuC4st2N5N/H0KbjRu24k2lMKfxC2RYasyE9Ql5/lW1H1M6vfo0rc8u/u8kg5I1kADuQTF2Kcr2qv82qbmQoec+fI9PVtiyfP0z+vV5FBh2vK9eu1XVaGqp7Ngc4OiL+Zxl9T5/goMLMzGw5J+kkMo3n92RnbzKZ6jOefDo7muxU7lDtwrwdserJ7mTySfuqZGe1mv3mQfIp/V/IzvPaNFaUrs+a1JymszqNtJtny8+/kXUZHyA7i5DBzVhyjYKxNPLaq8Lvqs1VkPNi+expspP7Txq58WvSmOHnofLeMDLguI8c/ZhLFvy+nyxsX5lGXj1k5/ZcsuZh/abzql+vu4E3k0HTYcw/k1C1iNrRZCrXB8ngarXSliqgE40pe58kaxR+WNpMadu4cg37ld+rqVGDxkxQqzJvulu1TX8aiwNeUK7fa8mAbSaNNKF6IfhT5BSrJ9BYafv+8h1VACpydOajZHA3ngwu67UJ/WkUd1fH/i05YnZX7bvrkwlQXlcjBfWamPq9qO/zKLnWSDWT2fO1zz9LBjW7lWO+TP7N7Qd8hxzF+Bo5avcI8LGIuPHVhpQpalulw1n3OagwMzNbzpX1Jk4kO0/3kp2qV8gnw8+QaUGTyQ57pfof/FQahatVcWrzk9/qvblkR3cumVayJtkJhkyxeSeNTmeVv19NYXtfVfAr6XgyQDiGRi77WmSncRSNlbK/QY5iDCY7q9eSgdG15IxDY4DdIuIdkg4hO6pVEFA/x/rrKjceMiiopp2tinOnk+siVKsmb0eORPyRRkAyjHlHPqrRhulkUfJW5bhnkvUpE8kO7INl+35kIfvXyU73KBqFwnPIjvbs8v1TyfSo8TTSuIJGAFOvV2j1xL5Kr7qTTJu6mwzeJtD4OwnyvgZ5P6rOeL1gGbLjPpzGKI1KO+ujYFXHv6p/6V/O+XQy8JpLBjXXk4HWbDKAGU929oeTwVM1HXEVVDYLMlh5gkY9Rv3eVO2vB1TVeai2/6Da8aq/8ervpJo5bCpwXUR8vou2WDc4qDAzM1vOlSlbdyE76Q+QndoRNPL+m4OFqoM1mcYq2g+RHamR5BP0v5Od3TXL71tHxErl+24gn5ZXowKQHcUxNDqiMG8x73Ry2tdVyJGOF8mO7V3kqMAxZOd+II20G2ikdFXrHhxVzmtDcragv5AzXP2rnEe1/bTSlhfKOa5b3n+E7LjOJWcfupOcNevNZd+rydqN35N5/1XnubqOc8mA40Gyk70hOXNTlaJVnetAcpai0eU6VLMI/ZEcsZhJBnm3kbM7DWfelbGrJ/PVmhSDy7WuippXKO8PKu2+m0bB+UfKNR1GY3rX5mCxGkWpX+OovV+t1v1mckarNch0MMgA4AXyb6Uq/B5CY02KHWisVVHvrDcHdwNopNDNIe/ToHKO/WkEV8+Sf5//TU7/emM5xhY06iiqAGdWOdbz5IhQP/JvQcz7dwVZN/KG8ruYN30QGgHx7eT0t5D1RA9gi8xBhZmZ2XKsthoxwH+RAcUNZNrKqeRIxTY0ilqrVJtRZEdtMtnRH0B2Qqsn5U+QHbLxNJ7EzyDTn0aQHcpqxWHIIGE02alcj+zkr1s+f5bsYFediveT+f7VlK9nk+laG5Z9ZpCpTSuTne1qStYqLWcAGejsVb7nK+R6CfV0mLlkR35U+e41ynk8Q3boJ5KjHT+m0elcj+ws30EWnG9UzrseKAWZ8vNyuUbr0Vi4bgDZMRWNepKBZd/J5Zo9TwYT1eczyUDmWbJGYDVyDYzdyvUM8j5tQN6/6WSHfASNxQ0HkLUgK9AIfIaX1wNojBhU6WTVmhXvA35FFk+Po5EqVY16VCNO1RP/6vyDRkH1mHL8auHEt5MpVs1P/u8k7+8K5dpR2vIc+TdGeb8KMqpaiai1v9X6aXPK9w4s295K3jtozCZ1afn5Ruat+/g3eY/n0piMoD8ZIFWBWDXqMaV8fnVEHNaiHbYQDirMzMyWYyXfux8ZGAwiO7gDyc73qmRn9Edk528U2Wm/luwo7UoGA0NoPPHuR3aeBtFIaXmw7LdH+fw0cpRgH+Ay8gnyOeST4wNoLBo2rDRzGtmJHQxML+sUrFa2/QHZub+ltPFQ8gnyQeU4c8mOaPUUekhp1xQaq21/GvhfsiNYFSLPIoOJCWTnt5pidUbZbhIZyECmjR1Oo7A6yE7+KBqjDv1pLO52SbmuI8hRhtk0puutOsiPkUHRbLLD/hDZqa4Cj2rGoaqj/Ao58rEyOZJxcnm/SuepFnuripvrI1D9yCBt23Kcakak2WS9wFiyuL6qG6mCtKCxivVQMpCr2l9XBQivMG9x+czy+kny729aeb+eUkTZdwbzTpVbvV/9ncwux3maTGFbobTx3vL6GRrF3JeQAdh2zF+oHbWf1bWtB0b1EZvZNNYDqUYq6seqRuGmAz+KiK+1uDbWTQ4qzMzMlkOSDiWf0K/HvE/R1eL3VurpKDPIzmGV0lJ1bl8gO953kh346WSneCyZbrNB2XcU+bR4RRqduapjX08rmUrm0v+hfPZTGqMdVYf8PjIQGE8+xa46/nPKPrPJDvsJ5NP/E8hO6YNkB/Me8il/1XGupkm9m+zU/5VM6fkr2THtT6O+oKvrVU0/Wg8CWmlO8amCjSlkCs16ZOpX9T3TaEx1O5XGrFetVGlJ9XtWnV9VTL86jbqER8k6leZamWpGpifLtiuT96/q8M2mUTezInlfVyjvzaBxj6t6DJEBy67k/diMvD/DyGBqCHmNZ9AYOYFMQ3u6tHEsra999XdZpWk9RgYvj9G4jlUx+tNk4PpWGkFbFdRWIx7VcaaT92MqGTxOIP8WViD/fh4u33EmOQHCGqUdrwA3RcQuLdpqC+GgwszMbDlUggrIVYxvKb9/muysTSE7lmuTncb7gQfKCMFPyPUC1iU7V8PJTlk/8un9CLIjX6V9VJ3Aqoi4f9lvCNnZfqZsX+XuVzn/VUrMv8kC4StodNwmkwHDquWYw8lO3ktk+lY1YvIo2YmsinVfptGZHk/j6fmPyRmIxtAoDq9GLKr0rOpc6k/dq1SYQbX3n6MxI9IQGulE/ZqON6Wcy7erdQskXUrOTlV1uqtc/3qxc3W8v5Od1TXJGbFeJEdnViM7/HPITvG/y7FGkkFetX4D5bNh5RoNo1GEXi9urjreL5Tzeahcu+k00rAGkilf1bWvzxjVrLpOXQWtc8i/gefK70+R97+qZ6hGfGaTQcCuZDrcM+SMYO8mA8zXdHH8uiqF7DJyNquVaSz8WF3vwTRS6SaT0xHvRgZS9emVqxqSQeS1rFIEq3OeSgYZMyPikwtpl7XgoMLMzGw5JOkmssO0LtkJXYPs5NfTOW4inwSvRHa2HiE73lWR8D/JJ8tXk8W11UhEFUDMJDuqVfpQ1dmeST6xfoFGgfFsGmkmrWbsqXdGryM7sNXx5tJY12J4af+jNFKLBpGB0eo0UqAG1o77MvMGEdUT+ceZd9afseX76qrgp7mTPKt2ftWaEvUgob4GwzfK+58kO9CDacwuNJTGTEj1dT2a21CNKDxDY52JamauaorUamG7Z8mpdIeUfavRgGqU6IXS1ur6Vu1pNavXFBqd52rUpDr/agTlx8DHyVSkIIPVWTRGVx4nU5ReLu1chUYNzMim761GDOqzWFWjI8+R9/gacjrfx0rbPl2+7/+RQdeqZAd/JxrF2K2mma3OuVrb40Uaq6ZX16u6J9U9pXas6p7NJQOSh8h1VrbHFpmDCjMzs+WQpH3JTtYeNPLKqyfqM8in2BuQHdS1ym530uiMVjnx9VmL6jMO1TsAz5Gdw0G196pt55Cd1hfJDvhTNJ6m1zvTk8lO6FXkVKpX0hhxmE4+9T+FnI1ndNm3GvkYRXZYq8Lbal2GEaUdfyKLph8EvkwjZerZcv5VGtJrySBpTDn2OeXabMr8i8JBo2NcnUfVCYbG9YZ5C4yrTugQ8j68XNr7Q+DDZIe4qu8I8h4MJTvjo8u2Vcd7GpmO83oao0MvkPes3jGeW/u9uSNNbd9q3YdqNqrvk+s0PFWuCTQ63VU7BjNvkFgdvwqE6oXPKtf7RXKhxDeWcxtKBokbl+3/X0ScJOnz5AxcW9eu8YOlbRuXY04hA4cFpZ4FGdhU37N57bMXyeLtM8kaIMiJC04EPkRjsb9qNGIz8m/zcTLYPrS8vyo54vHziPhmF+2wBXBQYWZmthyTtBOZ0hHkzEuvIzuq0EjreZnsYK9R3q86oDPJTtdgcvSgKuJem6xteB/ZMX6FfCK/E42O97Plsyk0CsCfJtNo1iPz1Cv1RezqgUt1nFHlvYfJTu+K5GrXc8jZeVYnA5VqtqNmA8g0mh+W79mQxqjFK2RHfHwX+0Kj4PgKsvj3WLJDfxTZoaxmBZpJXtPvkAGbyGDo72Sx+pHAx8j1GM4gZ5j6MI1ahBlkh35l5i0ibrU+SDVdbFUbUAUwD5AjU1sx/z3boBxnOI0akWtozP5VLWJXjWg8UdpSrT8yoFyvUTTWm2jVka+uV5R29mfedTaaazjm0Eh368ocMv3uWXJK3+8AXyWv6fblWkyhEVhWoyrVTFVzaseq6nSqc7yPDCK+Qgai40q7VyzbV2lvL5P1PofXrt+d5N/yEeTMT55OdjE5qDAzM1uOlUXfvk122Kqn6VXn9CUaU8TW0z2qp9vVegTV+gjVLD3VNvVOZVX4+yLzpxDBvFO5Vseq0ndmkqksqzPvE+dq5qF6wFEFHQNrr6uO6SvlPFboxqWpZiKqVgofSWOmq6oAuUrPqb6vGjVYmqrrUs1+VHXgnyc7q1UBdH12qufJp/PVqtVBI8WpWp26un9DaVybahX0UWW7apaoqvPdHCBU17deXH5tOeZL5P3ZguyEV4X41QJ3Vb1FNU1vFbQ1j3o9SiNlKmgEVveUYzenys0t5z+8bP8Xcpra6TSm1q1G2YYy78xOz9JYvK/616zaHhojZK22q7aZSf79PAHc5ulkF5+DCjMzs+WUpM8BnyA77Jsxb21F1TEU2SGt1qAQOeowhcyDrzrbY8iO3so0Fm0TGax0tT5ANb//TOD/yHSS6on6iHLc6mn+02RHbVUanbjqafK00t7p5Vhbk7M6VaMfW9OoZajSi+4q219EPrXfha47iFVHvlqRmnKtnijfO6b8HFXen0AGRNUiedXaDTcBP42I30i6qhxnMxod92pl7pfIUZ73kZ3iX5FPwqs0tGr06FEyFQxylGUUjQLpKoWJcs7P0lgQrhoRoLRzEnk/X0N2/OuLylWeL5/NLMd9GpgQEStKeqF8JvKeNS+a2Gqq1YHMa1a5doPI9VG2JIOGYcy7fsfs2jGqIKuaqas+U1iVslYV7VcBSz0AqgecU8s1qNZYmQJcERFHS6pGSNYs37kqudjiK+Q9ebZ833jgfHL184dK+6ExEvIyGVh49qfF0FVBkZmZmfUSSaPIJ7/vpfEUeQDZWRpEo8B4GPN2UKsOWj+y03UxjQXutiMLo/sBm9DoTE4jg5B7yfqNFcr71wA7k526l8jO6GfIznH11H0Ejc5oq9SXauahKte/Wrzt/tLe28iZfVYiA6AqoOhP5tz3J9dmqIqiq9mALiI7iyuW760W9rueDCCqWZdWo7Gw2n1kp74aQag6t6+QHcp/kDMTbVlWFN+aeYOtahG2B8hO/v2lbW8r3z28tq3KexuRa368RGPEoUq1WoFGPckZ5fcvkR32/0fWzFTXdlMaT+aDrCGATCfbj0b628DSDpVrc5ukKhCsAoWqTqU63jNkPcL+5EjTyeTIwZNkmlt17g+Sf0dvI9O/diXvSVXvM7WcUxWMVCNR/ci/nR+SK4GPpRFo9APeVLavruNNwL7kiMW6pd2Dy3UaReOe/Ir8+4EM3N7G/FPXVlMZXx0Rh0n6E3BgaduWZZsqaLkzIrbEFptHKszMzJYzkg4APgXsSOMpbjUzEWRHqJrqtcovrzqK1ZSej9b2WY1GXjy1Y1SpKE8B3yM73ieX7avOYvU0fVBtv6fJju1Py34vkx3QkTQ68dPJjiZkZ3AK2dH9ILkY3gPlHCnb/pisF6menlf1DVXHtL4WwXM0Fq77/+ydd5hcR5X2f2eCRjlZspxzxDa2MRiMjW1swCbnnLzkJSw5LTkuLCx5gV0WMCzwsWRY8GLAOWFwDhhnS47KWZrY9f3xnuOqbvVoRtEjqV49/XT3vXXr1q17R/2+dZJ5u27kxhIB2WG5iXmZhwh3pJINDKGV77u87wP8+6G+b0rRdila6X4rEiGXoTSxv0HVv28kZ71aiIKBr0WEfS8kRmYg4VPGnvR53xGjML2Yh1jtj3lYiawy81EswhNRYcDZZHewECvhEjeIxMylSHjt6uOewbrZvILwRyxDBJRHStszETH/LyQIv+lz9nfgFz53n/C+diIHlK/x+Q9XtbuRMFzocxyuXxHrUKYK7vfjr0HWhU4khMNqNgEF6S9EmaluRAJjEImUBcjSdYcfPxXFBu2OxPTjfP7PBz6QUrqbig1GFRUVFRUVFRVjDGb2P/4xSPkLEHGKLE2xChyr7WUmoCCrD3aHiO1ZiMRPRgRwIs2F2gJBxO9C5DMIVhdKUbsKVcm+wdst8P6ORuJiJzIZjdXrhEjtDJQB6iWI8A0iohtF2o5BRDysK5FeNmJCwiUmfOXxOZlJc2B0mX40MB+R4pvIwuC3iMSW9Q+ORcR3D0RiH+39dCFCHnUjJvkcPAKR/IjdiHHEuUsLUhkP00BCa6Zf/3xEslf6/ltRlqK3+HE3IFesMkMXxTmjv3DR6vR+/4jm+QvFGKahDEof9+tZie5NPzljWC8SmYejehOP8msJkTIeBbAfRK6xEZmWWscHcr07hPxMGzmuoryGSF0cInDI52gxEhKr0P2Z5WMwH8POSHjM8GPGkzOS9SIBEQIqxHeIlyEkRBKwPKV0ChUbjCoqKioqKioqxhjM7GJE4loJZGAQka69EBl7ABHdXjJxitoSQfDLAnCBtYiIPhNl4wlf8tZUorQ5NmoPhFUgLAlrivMHyViBiGe7vsqg4HJ/1OQoXbXD730ZEjwNVF/hP33fvUgEzUEkcwI5hepIaA1qHqktNFtPyrSl42gfEB7WoU6UOWpXcoDzWkSII4g5rExhzQgLwhrkInUQIta7obktA+hjLOX9ijldQw70xs+30r/vi1b7d2/powzOLscUiJiH5P01kPVhIrnq9RC5Jsl3kQvVEiQ2HoWekSvQM/h3n4O9Gf7exViGE5HtEM9aiJgQfL9OKT3XzC4BSCkdP0I/FW1QRUVFRUVFRcUYg5lNRCvmX0JE6WxEou5FZO7tyIUj/N6DCN+LSOZtiKxGWs0hRBZ3o7k+xTJyCs9wsVlLcyBvH/BASmk/r53x72QLRxDgDj/3rohcjqfZjWWJn2eNH/Nn5BK0giwOEnKfeSJZDFyE4hIuQwT6UeRCb6XgCavHWchiMs3PcZ1vfzoi0stRbMBa4FdIFOFjeU9KaZmZvRRZH/DzvBiJlCV+7lsR+V7q47wOVTCPtLod5PSl30B1NZ5HTgvcGowcWOJzOejzH25CYZUq3ZI6i+NXkAVIBNUbclM6DpH2J5BdkVb5vbgHPUNTyMUUo1Bd9BsVx+9H1orj/dgeH0Mf8GN0z3Yh11BZ7eMfQtaJ1eQA9Rhj3L/ryXUn7vHz3uLb+pFL0sN82++83dOQKPtxSin5PXsJ8ANUTXsxKlQY2cRivq9DIuUAssUmUgkv93N/J6X0GSo2GFVUVFRUVFRUjFGYWRdyffo8cl+5CJG/ryJiPwmRwBAPPYgg9SKydCki6l9Hrj4nkuMRGohorkTkaoF/X+bfo8DeI1HxuX5k0TAy6cf7ierMJVmObbGivJpc3C1chaJ2xQ2I+P4JEb6Hkwl0SVQW+/UehohuL3KJ2QmtardmLAoEmR/y63gGQErpXJ/nHuTutDsSTTH+F/hcR2xL1I2YhITGCuSudQg5dWwPEgXXIBF3CxIdq/3aF/g8hMvWeCR0vgd8x+f2p0gsrkHEeCpwjs9/pK6N64q5jfmdiu7hr5Aw3d37DDe0cEeKuR1HtqAMIJJvSDzsQ86MFSv7A+ieLfB7MQ09T+GOFC5JkC0Bf/F5i+frhyhAexcUwP0hsgUhBFOIk6k+P99IKX3J97W7Z/ui2JKfoBTMx3lf8/zav4ascXHdXejvpheJmR7gpJTSfCo2ClVUVFRUVFRUjFGY2f9DJPtw4GpEMh+B/O9vQFl65iPf+9MR8XsnKig2hxzouz4Eybyf7HcexGs1IoylK024PY1HRPcmlH3nCnJhu3CFmYSI286IzPcgERNZoMI/PyGryz0ohmFpceyQf+7z65/t21rdi0rR8F++7XAkCC5ClbyvRNWrz0NiYCrweB9zuA61Yg0iwrOQKGjNMAQ5Q1YvIuPdyFLy8ZTS783sXCTOuhEZn+7Xuq/P4zwUxB1uN61jKec/7k/pZhbbQxhGEcFwXQqBdzd6Vu4CPoOeod3QfbuPHO8wBYmFtehe3IHiXaaRLTINZLXZ1a9hIXoenkq2pkRl9N2LcYbrUSQBuMvn428ppZPNrBeJx/PQ8w1ZoH0NZUQ7iGwVar0X4YIXNTSm01yoMdBAAmoXdM8GkBD7UErpzjbtK0ZAFRUVFRUVFRVjFGb2J/94JHJpWk12zRmHyHYDEb0JiMCtQIRuGrkWw0Jv/zXgHd5mjbeZ2XLaIUQkZ5IzNpVpYcNVJkiiISLfgYjgI5FP/GN8/wN+3IXAqWQXmFgBh0xUV5BTng4ioh6r4ZGNKgh1CJN+v87fIzenOxG5XY1I6c5+TcuQ8HmaX08fIsV7IRK7TzGfHd7HASmlfc3sduTOcxiZzEJ2u4pq07HaH6Q+odS8DSRqupDwiGtZQXYfW0WOPzBvdzvKLPUuJBii5kYZ95FotsREqtYg7ZFdahzNJHy193cnej4e5dsG0H18Ejl2IjI1TSJbYwbJwiYycEW63LXoPobl6C5y8cZVSPD2I1ETFraJftzeyE3pp8C7UarX411s/B2Jr6P9XA8j11JZ4f38GlXH/jOy1D2taBNjL+N1Gsh1bwV6BoZSSmX8T8UoUUVFRUVFRUXFGISZ7YZSdu5NJm4lolJ2iZJcdpNJepnWc2LRNlaUz0LEcw5yH3kLspD0ITI9EVlEDirOEf7zD/gYb0arwrP9uHCHeoBcaK8s2hYCIT4PeX9RgTvEy4+Rn/wc5Eq0GLm97EsuqBbjSYgAj0Or/31o5X4SOU1uu/kqg5wH2rSLtrBuTEO5fzW6LxFoHdtbrQxlYHrpWhSEfJJ/j/sYrkFhfViIno2DEXlegGI/Jnpfa9F9iJojZYB1ZHDqR7Utosjfy5G1aidyDMzfkEjsozlovhQmHcUY1/i57/bPRyHyfzy6d6U7XMz9ApR5aQUSXhORGDiRLL5KhGUt6lf0DdMOskUt0hMHysDzVciC9QRkqSCl9Iw2fVWMgCoqKioqKioqxiDM7F/QKvuhiBCtQWTt4ciHfy25InQQ4gWIQM1Cq/B9yG0lCHwU+upFq8e7kUVAB7lY2FdQHMfLkGA4Fa3S74cI5y+BVyDXp1cBFyOyGoKlH5G5xT6OCUgIBOE8zLdFDMjdfq1dyH3rcz7WHj8myG0/2coRq8xLyVmFrkRF2WLF/kafqyXkqtgLUZzEa9Fq+Af92MiWFcS5AwX+zvM5n4+Kss0hZ9MyP6ajOAZEVnvJmaBW+3GQBUWMMQK0I6vVVHT/ok248yzyz/v5vigEiI/hAUTMP0m+Z09DpD7m8n5/TUQWj718Tu/yecLn5w5ynY+Dgf9FtRx2IlspIqj6EOCVqMjfUj/uhyj97SNptixFHEPMy/+h5y/cvu7y6w/rWRcKdv9f4Mve795IAEVQedSmiDolX/HrPsCv4wiyxaXMohVCO4hwCK6Vfi8uSSm9gopRo4qKioqKioqKMQYz2w+5dkz3TRE0/ChEVndBxdcehVxkHoYIXQTrRk2J4xDR6kVuJssQKZuLhMBri9OGS0jEPqxCpC32rSK7Ct2D3LDWkmMbYgU6XHdiLBNorqAcwbhBQIKUr0KEbiZZIO1NXoGOjEGxUt/p17QauApZM0JcBGKletCvYakfvxhZXS5GomsABbO/EBH66/zavun9v5kcIzKFnJI1ai3s6d9X+9wNocD44xFpvhS5g12IRE9CVbRvQCJqEbKkxD1bi9ySIptW3LOdkPgq526+tzN0r2NuB7z9vT53+6H7tgs541Fkd+on379wi4t0xMa6lcXXoGdsrvd7GxIf0Ezcy7odYfHqAv7b+38J2boSiHmFHKy/2K/7k8iacQISGn9DVd4vQ/fzTOD/ofv+ab8vy5CV5E7kDncUuejfapRR6hTgDT6XgXtTSnOpGDWqqKioqKioqBhjMLPvoorHQa66ybETU8hpQ4NAByEMMge5CnE3IsNLEImKtLKdRZ/XoZXdWCEuaxSsL/d/kPVXojS30X45yjy0Gq30j0PEOAQD5OxPQYLL1J/lNYXLUB/ZErLEzzunaAu5eNolwIF+vpWIkEImunHe0jVoYxAuPH1IgDwPWWQCveg+TCG7PZXnarR87ydn8upAIuNg8op6FwqonkR2A4tCbzGecg5bEde+HGXA+gKyGj0c1fo4llytew2yQpRB9RGbAMMHtkMOxi+DxcvA8tLt7V4kfu72zxELdHxxvihwGBaHjb1fkON1bkeWkuej+ViJLG8Xp5S+swn977CooqKioqKiomIMwszOL74ehQjWl4BXIzK5DK2Yh6986ae/BBGzXfy48CsPl5k1aHUb2hO0WMVd5a99/Jg3oJX8cBnqRiT0BkT4D0IuMQtR5qV+4Gfe51NRMPXJqGDdOOQyExaSGOcC5AJzk1/flUgIPYYsLsb7eWYicrivf18NvB5ZA56BhMUq72eNn3MJyqT1cERm/+yfr/W5OBKRecj++7u3zO/O/n0huRp3udI/AbkjTQX+lXzPwp0pChGGW1C4cfWhe7QXIs8RowFyI3sU7UVQEP615IxZOyEB8kEkUv7V26724+9AQrLL+97N57MPCQyA15Bdkhoo0P/z5KrX49D9i2D51chyc7H3d3wxT5GC9jCU2vUNfu33ev+QM3uFtSyE2Dy/Bwu9j6nIUjcZia6/FXMx2+dvnr8vQM9vWGNi/juK739Hz8jvkNvT96jYYFRRUVFRUVFRMQbhoiJWnR+OXDzehOoZHEF2ZVqLSFKsuq9B5HA+Il3l6nisEMeK/VpE1FaiVelfovoBQ8hFJLJHtbqn3IGI2jhy5iZDq83TEckOEh4EtFxNLysylylPI9B6LzJBDheqMuNSX8u20qpxCxJMUUguXKaiXayCX+JtWqtDtyJcmiJTU7sg7j7vIwjxBOTq1Idcp85E92x8cZ0dKL5hNyQWH0t2KZtS9N16z9agOgz/TK59sZuPMbIblUHV+JjuRCIiLFQxXxGcHfEtUZyugUh/zBs0z2MUSez3PgeL6x9Hdq2CHIDfzrqxBj2De5MFVDn2hNzD+tB9XV3Mz3AWi0hVuxftg7hDTCxC6WpnAGtSSicP01/FKFBFRUVFRUVFxRiEmZ0K/BsSCJMQYZtOdv9o57cexeSilsT+5ADVaLuYTGojS1EQ2fOQgFmCVtbvQKT1sWQLQazegwjhZ5Cve0Kr/lGPIawn/YjkQY6/CKK8AhHaQGumpIW+fzk5vuQ+lBHqHYhgLkLWkyCapQvYrWiFOwhukJ4I0l2JSOdKlPXq037NQX7v9HMfThZNXeie9HhfkYEoKn3HvTEk7Hbxdq3uaZDv3d99Lh/mnx9GtmZEUPQUsiiJ8UW18qloxR9yUHxk/irndsj7uxlZZPDj4hkLN6Nev6YIru734+J+RtrfdhnJOnzepvsrRMcq73sJsjIcjOIxSiGx0vuNccc51pKF3QR0T1ahIO4z0X2JOKBz/fofTnPsyThyMLaRxVfEjvzdz3N2SunDVGww1ud3V1FRUVFRUfEQIaV0DvBW5P4zEZHrBiJl1yIyHW4nq8j+612IKF7AusRvPnIPmUV224k0pgkVgpuJ3IbGo5XtyJQTbRrI5ehi3/cOMnl7FCK9/ShV6Z3+ihoXUdMiiGKZ3rTh1zFU9De5uKYgnHORiLnJ28yh2XoQ1zvoc1TWjIjtZbrX21GxvLeTq0tHdqmDkEjq8dcuyEK0EFmOwvpSxhmsJqd/3cWvbT4K3I6V/PuL8y/3a7gUxbYcQrOwGkTuXdORsChdd3rQ/ZyM7tl+6L420PzH8RFDcIUfsxdZ6EWq3Yi3eARa5Z9AjuXo8O/dKKPWmuI64xXPWqSYDdI+DomUyEa2EhVqjCxWZZrhEGZhvYrq8CGixiE3sTUo7fGXyO5j+Dw8w6+h2+d2DcomdocfH0I6Egd0+5j6/LznULFRqJaKioqKioqKMQYzexci653kbEuz0Qp2FyJc9yCyeTMifHsiAhar5GVWnVilXopcPYLErfBj3g98EZHWFeTYg91Yty6DIYK6M83Wgajx0IdSf3YDZ5CzNsWKd7+PLYKzIy3oNETY21U/XuX9RqD3ciQqHl1OWzGOQZSR6DyU4WoZudL3VORnvxjVQpiLiCZkEt3q5hMZp6b5i2L/fJ+rfREpvg8JgMuQi9j+Pp7Vfu5+H/th5KrP+7FupqUQXGu8v0h3uwbFsHwL+A+aSX3cs5iPGCNIaO5MFmBBxHv9Gn8KvIjsNjbOt1/j49uJLMbKDFCNYv4o9sf1xD15D3I7ezbZihXWjzIIPJ6/uBeRmncWOdXuYt82jeakAnFdveh+vQ7F8bQGx9+G7lWk8j0R+HZK6QlUbDSqqKioqKioqBhjMLOHI9K4umVXByJSD6M5ViBckgb8FRW0Y9X6bkR6V6JV8kNoJnHzkU97uNwEUesF/ogCmy9A5OtNiBxHrMQKJHhuQWT3JETgDQmBSH07DbmrvAmJmxAkQVSDTAcJvduP6USWhLf5OX+OKmdHBfHbye4+08iEdAhZeY4kC7HxNFstrinm8G0+Lyf4PO2H0rtG9qMQK71IOOxHFlxlEHdgLRI/tyKLz2yaYwUa6F7M8u0hdA5D9+96VBsiRNkyROy7kMXhsJbrCVE3iO7Zs9G9eC6qKRJuWv1+fbv5HF8CPBHdjwnAH3w+D0WudGt9/Mt8TieRi+vFdcc9i2QAnWQrU6QWLsXpDT7+cGuLZ7EPBbjDuuKyG6UONmSVeZpvPwTd40chwTzf+w7XrRV+7f+Dgv33pX2msYQsNLU+xUaiioqKioqKiooxBjPbGbnLDCCiHNmGOhEhnIZI0GT/Hiu+0xBBixoE4WozDrnYtLo9h3C4EZHkSCkb/cVqc6xMT0CkbRkiZxN8e8QshM96FzmuIoKRy5iGWHUPF5xLkNUhVqQ7ELGe6Z//B9XpCGvLbB/XKh9DKRSCYA+RK3uPZ91q4uGCFQhrSoNsRRlAvvY3IJehIURoZ5AzPkXA7zjvPywA4U4z6OPciSwCgoSHyIhq2kHCF/o1dtOcWSpW9BcX55lT9NlXnCPuWUL3y7zP8T6esGQlJB52I7uulYUMy7nt8+tZ7NcTLkkxV+E2tgDdxwY5S1Rghfcx3c8fFo9wPVtJjh2J80fwdy/NKO9BWDz6kZB7EkqZ+yz0zO7hfU/xsd7n2/4DuUydj7Je1foUG4kqKioqKioqKsYYzOxnKL6hi7zqH0iI3N2P/PBBJOlElB2ngTIPnU4m1ZEyFES+bkRE+UVk8thLJob3IdedCIJe5tsOR2Q16mYYsmCcFEMnE99YlV5GdvsZhwjeVajic4McG7IzzYHFca3RZ1hG5pLdhdplExoik+ZBmqtFD5ctKPqP+IHW7EMgMRP++EH+h9D9Cbey8rpb++9DhPpVKB5lPPDvPg+xuj/Dzx/fr0LphA3dr4Z/jyDxiLGZgOZ2FXKHiyKJIUpbXYTORQXf4npLERkuXxOAv6CA518ha8A+PjeL0PxOWc/1xr2dQRYDk9q0j3NHrMt96DlodalqRQS5L0DPTrt7G1aeEFtxrnKMS5DA+RkSFiml9F8jnLuiDaqoqKioqKioGGMwswsAUkonmdlnEYn8EF7zIaV0mre7FLmuDCCyPg/l2j8ZkcBI+TkfiQorXg1yOtUyg1S895HTcUbWokg/Wrr8tGY0KrcFkQ1BEftiZbmBXGCC+JbkN4J1g+DPRUHFUVBuEdl6sBBZToYTDXi7XuRPvwciuyt8jspVcWgm4HEtseoevv4RF9A65lV+3FX+fnhKaRaAmZ2LyPpJ6L79N6qxcCGqCTGLHHcSK/NTabZuxDs+rqgaHiS5QXMg+kpykHw7AVDOT1gcygDtVpQZtMp5Ky1FcX8XISExgGqS/AcKIL8ciaMy81c7LEaudwejmKHl5FS3ramCy/G2ZkaL+xUZrSJVcYx9IRLaCSCldOoI46pogyoqKioqKioqxhiKGhV/Bl6ICFUQtyG0OjuEXF8io84uiKA2kJtLD5mQzkUE+mBExspaBWX9h07k074TOc3sSnLmn2VoBbmsahwE7VfIleUlZDeUs1DRu3Cb6UZxDCCBsLNfSz+K6ehCgcuRNWmqX2dr7EJkBYoMRf3eboWf4wEksCYhAdFFDlIO8UIxn9eR3YUmkmt/9KC4jLd5m3D3muNjmk92P5qCrBfdrFvLIsYVAukBtDq+CPgUyjL1cnTf8HMs8ddRZFetiBcpLQt93m42zbUsojjh3cjCAM3kfy1wNoohmeX94PMagf59/mogN7CjfOy7kGNbZpAL30WcRZnONgTXfP+8CxJch6Hncg+UIawPxQpFTYtwJWutIRIuUpf7uQ/26/s1ioE5C8X37ItiKL6LBPZuPt+Hka1YYQXsQLE58wFSSo+nYoNRRUVFRUVFRcUYg5m9CVkmQMTrfxA5fzR5hRUyQQ4S+XlEtF6JSPAjySu1/eT4hwlkF6HoIwjyQrSyfCOKaTjI27UGGcf5471c3Y/sVHsX22PfEh/LUhQM3CBnRoJsUVhWbLsUuQnFuZbSvMod9SzClSdiIyLbU0mmQcR4BrlqdZnRqRWRjWiev+9dXEs7xPXeT67nEHEH4fcf2ZEuQPepC1kqIoA4RNS9yKUt7nEnmeyHhSkyhLXes3Zuc633orSwLCJXT19JLnoYGagMPTeREngBEgT4/rCQ9Ps4DiKLoTnA99E93ItsUQmRGNcRArJ81iJOJ2Ig4t62K0IY11RaymD4Egp9NM/5X4DfpZQ+PUz7ivWgioqKioqKiooxCDO7BlkoJpHdM76Ein31IrK7BK3OBsEKv/8+RD5j1Tmy79yPSF/UCGiHEB8l4RuHAsejkNsBaAX8aN83iMjjJD/fzYhg7k8WPKW46SGnLY1YibiGUpzQZlvr/iGyKEk+rl2L+Yig7iiy1oFS6L61uJ7hSGdJkqLew3hEclciy9A4JN7OR/URZnj7ucC3UkqfMrMH0L3YHbmnPcXnZz6as9XovkVGq5VIHCRUX2FvsqtRuzmJexar7uH283u/xiPQ/TsIOLaYt7BGNdDqftyzcAvr9LGFFSLuYeniVM7T+sRWibV+/kg0ENm0InvZJLIL2ELk9vQbVJuiDKhvd99Kl6dbkIi5A4nO2/24qOfxAfT383j0rDwrpXT9KK+hogVVVFRUVFRUVIwxmNnjkIBYjYjbS1JKc81sFiJGU8jkKYrTQQ6gbk3P2keuYTHg+yOIe2eafdDDCtFFzvIDWRxEdW6KPn6EAsNn+HhvQmQu6lFA9l3vRAIgVqbx/iJYN1apw8VpCLm6zEauKxcjt5Yect2GyB4U2aGWA4tSSseZ2e2IlM9Dbj6TySvjkKs1r/FXWEnGAR9HFqNd/Fpu9THM92v/KaonEqIlVr37kdvUOcBXyPcs7kUPsuTsTo4FiHuwCAmKAZpTCocFZxZZJIZlplyRD7IfMQThBtXq+vQfKNVsFFW8BYmxaX6eHnLczWdRnQnQMzGdnOGrjD0Z9HOeXoz7K8A/Ae9CldnnkKtshxve3WRx1e/zMohE1gpy0b8Ye3cxxuvJz/04lLb4nX6eCOLuaDlXGX9zt7e9Dz0jF9SK2huHKioqKioqKirGGDygdwoiS4ciUnQXuU7BJBTcewgigV3IjWYaIvOttRParf5DJvU3oRXqK9FqdlgWIq6g7GclzbUbWl1sIp1pWEuGQ6x2hzga9PfIpLQQkbwgKo+gOevRfHJBu9+hugWRBSiyOS1CAmbSMHMRAquMLWkd42qyBWYkrPV+evzzErLr2GREhH+O4k5CMIRFoHTbag04LhGWmXnont2ESHHckx6aXYNiLjqKVzsMMnIwd/QXwfcR19KJyPkEv+aEnt1Z5CD8fhR0/QjkpvdcH/c0sjtYL9nq1PrcRZB6WLvCpawVUQxwOPeoEvcggZSAD/q2a1NKF4zi2IoWVFFRUVFRUVExxuCiAuA0FKy9E1pJXohci45CK8ZdKNai3/fvg6wGByCy/WREZq9HhDtW9qeg1WBoXiWHTFqHEOFajHz7E8qctAh4nvfzAFrVPwkJkqko7ewXUfXkR/uxEb9wO6rzEMHRnchPfg25lkWkM21N6xruOkHGJyPiGUQ5LCGXoqJx05DFIqwYYV2Y7de7AHgzsnwMoDiUZyNXplk0u391+7kTIsbHIUJ6K0rlG2PtRdXEX4UCsI/zMfajCtsvQi5oe3ifL0ar9//kcxt1KXZGoiHuWaSMnUaz4AiLxKBfwwRySt35SMBMRpmm1iCLyzJE5u/1bY/1Mf0UuRdF3E3UuDgHWYau8rmbhNyH1qL7fyjZ8lAG8JduUlF3I0Toah/rZegZW46em/E+vvnI3e924DnF2P8NuZStNjPze/ZiH18IvxBR1wOklB5lZlf53O7p+2b6+GNcNwJPSyktoGKjUUVFRUVFRUXFGIOZLUPEP9KFhktNrL6uQiRugn+/1fctRivB4fYUK9RB5paRCWqIiXDHaV2JH83KfATFgtxHdia7xMTK8j3IegIivhF7kRCZnMq6ZLTh1/43ZI05AvgqCqR9F3mVOq6hm+x+tBZZOzpRpqljgfOQS84FZNec0azIrwWeD/yAZkIf+0PsrCEHe4dACytIpGltoHmO7cnH9zCym1iZ6Srmr5ds8QmLzgAbf8/C9Ws1EjIPJ2drMiQaJ5NdrOKYIIyR2jeeS8jpZW9Dz8AtSHh+w7/3IKEbwiexrmhM6PkcQPETs5A71v7kCucjXWdCz+HrgZ/Q3lIW87zU27wc3YehlNIpw/RbMQpUUVFRUVFRUTEGYWbPQwT6IHLwb5mtJ6oDN1Ba0IuQ2FiJyN3RZPI6meyLHqTyfkTu16DUot8rTj8DeDuKRYjV8m7vK4Jow6IBcs16mI/tzcDL0OrxnWglOlKllrEMgfDDD7eqcYgYrgH+gAKqr0TkcjJys5mKSGdkLdoJuBZZcG5HYuVmtDJ9GApYfrGfL4h56brVj8TP71EtkN0Q2XyknzMCysP15hqf8wE/fwOJiqhkPpl1MxBBdg0LkXg7ItyzfMwzyDEecc8moVX3qAi9K4oZOIJ179lnvF3UuJiOCP5cVGF6CAmzI3ycS30uL/HjDkSE/pk0x2DE54j/gFwfZDZ6lmagitSv92v/KbKQ7E4O/A5L2a1IZPzN978cpSS+AonIhrcPwRnxGiHSQpD+BWWVugRZXH5AdiOLOQ5xFjVWbkHP6zj0jN7h/e2SUtqXio1GFRUVFRUVFRVjDGb2cXKV6i5EmGLVeAlyl/k0Iv0DyOXnKHIg8SAipn8npyH9PvDP3sfdZBI7B7mbfAD4cUopmdlcb/9S4Jf+3o3cRspg6iARsfreT7aSLAaehdLh7o1cZe72cX7Hj3krEkIRxBykNTIgTfKxvQe5FXUg8j+ICPHDfFy3I/GzyPv4KSKMv0GWmyf6fEQhuF6fmzuQG9B+wNtSSsvMbDoixoEDkKvW+5A70dHI5exiH9vR3i7qd9yLiHLEafR5+zkoc9eQz/3f0X38jJ9/KvAJJH6m+5xchzJFrSFn7trb56yvzT0z5Mpzgc/Z9OIehRiIKtORcrebbDFaDPwD8G0krG5BbmLHItewN6LYlZVIlJTB2g10j3v9XBeg2JEuVA38ASRADvfjO/xeXObjmoTc9z4JvNr7nIaEwCr03F/r92xXJEj+s+WevQXFGv3Z79cSP/8S9OwuRtaQ473PnYC/+jHfSCndS8VGo4qKioqKioqKMQYzOwkV7ArMRGRtDVr9vxMR0GjzJ+R7PgmR2jnk7Ehh3WjnMhKBr79AvvG3erujEWmcU7Qt3XNApGyct+skV+7uRoR3z+KYKDoXgc995AxWl6PYiyFEMq9D5PLvwDEoC9YxaDV/H/IqfCciiJE+NjIuPZLsQrTc56TP274TxZmciITJXUiwTaO5Onb45a8AvonI52vJVpbWuIH+Yl8EXS8D/hdZjT7r1/ArsnDqR/cngpKNbA1qV/QtEHU9fs+692wX7yMERPQV1xMZvML9LFK73uftDyJbBUr3qiCL/WShFFaKieTA8d1833/79e6DnoMlfs4eJFQO9vOcC5xCdp2LeIuZfq7nIQEalqVnAB9GFeMjhqK0qAwggflTJGj2Y91nP+5ZBJZP8vde9Hf19pTSH9vMe8UIqKKioqKioqJijMHMjgRIKV3bsv2niEQfgQKGjyf7pxtaAe5DpOwuZIlIiMAvQCJhABHfECmTEBE7FBHFaeSsT/1F20g5+89otfgr3uYORAqfg1aCgyTPRavTeyGiOAeRxA+jFfQDkQg5AIma/RGp7UWr/kEEIzNQCIUV5AxBqxAZjWBqimMihWhJPKNewaXA5JTSST6vs5HlZx+yhShiTaLC81xEUkvxsdLncJa3WY0I7Yk+F7OBL6DA7YOQJWU3msVeEP5Yyb/Mj496G5FFa42PKwLtB/xzn5+/rC7e4eNOyKLzeRS8PgU9O3f4uR9Ddk0Ki888RPrn+j2J4Pnpfo4BmgOqo4BhBMw3yMXzymJ/EVsSbeaTRVAZh1Lex+u9za+A56eUwg0w7tnnkavdPPSsD/n1P0B+Tg4DPodcrGaRA8xP9rkLy9Zh3vVQSuk4KjYYVVRUVFRUVFSMMZjZO1Fmm4nI8hBpVk9AZDCqJx9NcyrQyI60EyJMa5C70MGISEVdhJK4taYtfcD3T/fzfBX5uT/e90/w80z277Hyi7cf598fQEIifOFXIzeTRxT9hwVjuEJmIQrKz5HdaB4KMu717zPILke93veFiDwu9/Emn88bkEvPZ4Av++vZiPQf4Pt/i2ILDkFk/bsoLmEJIuf/h4j1bsALfRvk+IJ+JNDCXSysBlFAL655DdkqkJCoOBStmh+B7mtr4bvSBS2yP0W/i1CswR5IcM0kWy9aLRgxr0H+o6p6CLm1PoedZAvQLJozhrVawMr7VKbI7fcxRvB0PNNl3MZd/jqp5fg1ftxK4GM037OdkIVqZ38tQPdils/DUWQXqJXons1GFpS13v6LSHQANKqo2DhUUVFRUVFRUTEG4Skzn4NcZ3ZB9QgehogjyDqwKyKC4xD5ilX4g8gE7kokCJbjK76IdJWBt1FIDDLZDMJ4v/cTrlUzkVvPi4u2A972r8hnfhoKst6HTDAPpjlwOUi0Ff2U3/8CnIpWzKeTffdjFTyyYQVRT8XclNcBWpmfQ07ZGueJehrLyC5m03zO9kZkdnffHrUuBpFAWutzuoRcG2QGza5ea5H4OYjsjtVHLsD3C0Rm70bEdxZKRftCPybG1oHESyCEGmSCH+IAn5twr7oOia+VPo/RJgomnkt2AYt7NtPHF+5vpXAoA9AjNWwnEjM3+3FTkGtejC3uaWTqisJ+02lGKvr9LorhCKEa6XPD3WyZj7MH/S3c7+dc5vNY3t8JKCXu4SgW4zIfxwvIdT160XPyjur+tHEYrgBKRUVFRUVFxUOLjyHXmUko2Hka2efe0Ep0uDZFLYOolHwuSud5D1qpH0Lk7DSyi8wAIqcgV5G/+XsUzguLyBREgp+ORMwUJCh6EYmch8jYe5AI+ggi4icgsr0ErQav8nEs8nHFCnQiE1z8832I3J6CSN8qshgJcRGr+zHWmxCxjLS1l6Dg3cXI+jCFZtEB2XVsV5rFzpFIIEz0c0/2uepFK+lXIkK8Bq2E96PV77AoDAJn+XweTBYZ0xARXokI7X7Ije0kZBH4BBJ9B5PJtZEtH/3ef4eP63Q/RwfZBW5pcS1rva8JSHAO0HzP3gucge7ZQmSV2Rm5Qd1MFkZ/920Ncr0OyCmN1yBhdJDPxzmI3DfILklhcYnrSt7nz8hFGBchYdqDgq4jbXIIoRBzHeR71kCi+0hy4Hi4NYGeiwb6OzBkhToOPatTyO5QTwLeQHYzq9hAVEtFRUVFRUXFGISZ3YsI8RDwNt/8bbQKezsiP89D2ZlOQ+44NyOiGa5JITagOWA7Fdv6kWjpQyvDf0IEeRdE7u73cTwNBR3f6cdehIhxiJ3wve9E5H0IkecliIBHdqRliAibb5vkx8dKdAigDrIIiPiGIKfhrhMpQ+9AZHgSzcJhDTneIo7r820TaHav6iw+N3wMt6EYkp/QvsJzpH+N8Uamo0NQBiKQm810H+MElPEprChf9rnYy9tEwPI0chXqqE0SqWjD/etsJAQ/he7Z/n7sXUj89JELAkYwe9yznciuYoM+nnDJWkpe1Z/jY/gv9Jw9FngHEls9NLs6rSLX6phHtgzFArb5mLr8mtf4fITbWiBc18IaMoSscbujoP23ePslxXVADki/DWWeeiRytSsRwjD+JgaQ1WIhhYtZSuk5VGwwqqioqKioqKgYgzCzf0Yrv0PIBeqP5MDWIFJ9iHydhcj6Z1Fw6+7e7i6aKxgvQ4Swk0xWDZGttf4+lfa+8q2ItK9HIoJ7ELJITPBzLEP1HA5FxDGCe3u8/ZORi8sRKDYkaj7sRvafn05eHR/vbe7xPvZERHYCIphRC2M1OSh4yI+NVfqw5kwkk+HVSNws9nNEtqio1h2iCLJ4aI1xaIewwoTIgryyvgql7D3Or9eQMDgWBbCHm1cQ8ajXAPm+DJAtCVMYXTG/QT93WI4O9/5WoOdhCUqV+xSfkzW+LYTjJDT/0/3zTeienYjmMVIDR0X2cFPr8vGt8rlY6Nc02a+zn+yGNNfnZDzZ1SxiOcpaK90037PImBV1TyYhIbcvOT5jfej3efmflNK7Rmhb0QZVVFRUVFRUVIwxmNnJaLV3ClqZfTkiZB3IVePb/v2LZNIXK/0TkHvOJERQl/nniTQH+LYigmGX+PeZiLiu8u39KCagy88XlZHjFaQ2BMoERO6uQuTxaLKbyzzk3gQijVE1Olx4wkUrqmYvI1e0HkQr17uRV7MjNgRELmOsM1EcyHSydSFcmXpajhtAsSLPQtaGA8lVniOeYSmZ/K7yee31cxlyPTsEuW2N9zlYg2pszANegcRPFMe7ERH7sBDMIFtoSmHT6q5eumpFFq/p5PiDEA47+9imka1XgZJo93k/UxDJ/z4Seyf6/kFykcHI1nQtijuZSq5o3vAxL/f+IzZjORKYp3h/ZVau1msaoFlQllml4jkrs2bFPVvr229BQraH/Lz3Fn1F/IQhod4BfC2ldDYVm4QqKioqKioqKsYYzOxctIq9HImIh8cuf1+NiNQfEVlaQSbOA2SyuMqPj1Soy8mr2oNkIZDIAa13IeI7nlwsbjWqh7AUZYP6KZnwBlozOIU/fZDAZciS8imyGCiJ5VDxvXTRGkAEeVeyBWKhj3W1X8cscjG2dggCGjUzykJwAzRnX4q0tVPImbU6yKLNUMzKh4DfIcK+AgmCpT6OyIBVZmiKYPiwAkXMSqy834/iZJYiIRRFDKNtZIoKIROB6XFdkK0ay1GsxiTvb19kvSqtJrDuPStFYljB1hRz3CoEyqD+sq+VPoaI+xnw69sNON/n5XE0Z4dqhxAScf0xrvI+RhXzeO5X+RzE9eDHX+ZzEM/2Xehv5poHLz6lED0VG4EaqF1RUVFRUTH2YCi4uI+c4jMIdGTA+XLRtvQr/zt5Rb/P+4nvpRDoopnEB9kMX/iSkHUicvnGlNLv/PMK7/M+b/tzRCbjvBHrcF0xru+T4wLupDkAOywQ9/vxoNXxlaiYWlx3rDZPQiRxH3IxtxWIXPb6MWenlAwV17vDx3GVn/dqREj/5u9L0Wr3GiRaWlOmRmD5ncD9KaU/p5R2Sil1+RhXka1JkMl4zEcIljLTVYiOXp/3yGS1fzEvsVJv5AxU4/0VZLsUSgHzMbzRr3kIBUHHPCXge37ta8kWnit93wKULSyESAeyrKwgu6Tdgu7ZfPL9mefX+zuy2Ilg6m7gCShoOgTAXX79Q8g6dDYSrjGWK/w6rkZ/Azf6ee7084zz6whrxESy+Ii5vwklF5ibUpqIgsqX0CzwRnL3qxgB1VJRUVFRUVExxmBm5/nHBloB35PmoNTRIFZ4y/d70YpzD3AeCmZdhAKFI8agjNnY0gh/+0iHWhJ4EImcCPwAEdGdEFG82tvOQoRzVzRH60MEOi8hB5Tvut4jhIgDCHeh4WIXgqyHQAs3rtLFajQoV+4HEbmf5dsvRVm17vGxR/rarbVIHIHTITRLd7qwfEWq3U6y2FuORN1B3vY/gPeR43pGg3uQlaFnpIZkC1k8+8Ndy21IECXg2SmlxRswnooWVFFRUVFRUVExhmFmp6LYif2Qy0+40vyVXEV4PHI1uRaJhJORP3us5A6SazpAJlqthCtI4ypkgZjtfaxCK8bH+ve9gTtTSkeZ2UxyPMDS5MTCzH6DRMMnUWaqpX7sEWiVeX+ym1HEVISvfUJiwXz7NWilux94DUoV+3iyW5P53FyDVrKnAof7+K4AXouyLh2GhFRce6RpvRwF/T6LLAZiHOG+U2aRgmYXrlaUNTIiOLsXuYAtRS5TA35NtyHS/ShEmMPFqbRslC5h7e5ZxGTMQwIEv67ryOLjQNZzz/x+/RNKZXwhum8JxWX8Nwqsj5StUegvzt+BLA4h7Fb7NQygZ/d0VGOliyzO5pMtXm8G7k4p3R2dmtl3fezHovsZczGI7vGNPqZBHyPFHEUw/Erft6RoM5wAC2vgtSmlE4dpU7EeVFFRUVFRUVExxmBmHcjnPHAtImd7I1eeSOcZ/vgJuezciepTLEIZoRYgQrmWvCofJHCt7xtAZLwbBVMHaY0aFsuRS9LngW96u1iBX0FO9TqBvGo+QC7Wt6LoM9LKXo4Exk+AfyMHfa/269iHZveji1D9gz4kdvb383b5MdcisRAB3uFz30X291+AiPQuPqaVyOVoJjlzEIj8h3iIuAcQiT2YTPJ70Or5HHLmo5v8fGcC3/F5vQxV5o4CbkG87kD36kaUses6RMRvIbt0xbhiLiIL1q0+rl1RXECIjj5ve6d/v87PHdcTbkFRe6NMz7sG+L23X4HEXATcdyHL1o+8r/+gOVA9nsewnPwZiaQGEk0H+RyNIz+Pc9HzEa5UDT9X3POYpwZyV4psUgkJpwjij/S/a5BIahTb56J4ktgW9THWIMH8Vz/2oymlP1GxSaiioqKioqKiYozBzMr8//FDHSQ3SNRisjvQfUhInI8KeI1HMQxHkQn93WjFdzwigUv8PYKzp5OtG12IkM328/bQ7PZTEr7YPlR8jgDksCK0HhsEOPbdgYh0GWg9kgtWrEbHynekw41YhV5Ejn+IVsJ7ESktV/xLN512mYgWIbEQGYMiOLrV5ahdsHFpVQji3Y/mdXckQL6B5v9j5LSqM4vjb0DEO+Jhlvj+633M+5GtKf2INK/y/ttljWrNupTafF6N7l3pmhT7yuMXkzM/jQZhVepEFptIXUzxHvMe9UfKuB/IWbaiInm7c38LVSSfjMTwSiRqwhoWuAeJkLXo2Z+H/g4uSCl9fJTXVFGgBmpXVFRUVFSMPUSswxokGC5Dq+zh/jGOHBsRqWOPA96PiNIE5GYUVZAHUB2EqxGhg1wx2pBryD2+PSom3+Xn+jMqJnY7qmEQq933oQrQkF2EBv3z5317BCoHbiUXIAtXGkOryfE5xNSgX/Ogj/lWctG0cNOK9LbjETGM40KMnY1cnjppTqkagdMLUXasPj/Xcj/+MrQy/1gfa1hiliCLx5k+X2eT3bRaV2mX+7YHyKvvPYjgTkL3+NvA15A43AUR7VvJrjiXIBESYmuGvx/s7WMeIoi8A92nlSgO5XdITEa7z/l+yEHyCQmEz/j2sKjg+3q9v7k+pgGyVaG7aNd6v5ah5+VaPy4SDZSuYUuQ9aPX+13in1f7tawkZxED3a8F/v3P5OrhV6GMXIuAU8kWjQXAv/i1Pp0sItagv5+JSKR1or+BLiTIKjYC1VJRUVFRUVExBmFmy8guKiMhVqovQNl1RspmEz/+oykKtilo0OxaVJExhETG+UgQjlRwMATAll4QLi1OmxvrC5x+KBB/B6uQqLkcIKX0lIdsRNswqqioqKioqKgY4zCzA4AnolXvpwOklF5lZreg1eDxwJfQanI/Cm69EBG4J6MV8C+j1ffjUUDtN1CMxEko7ehbgGtSSvM2YFynAE9C8R6LkbvVEHLb2Zu86vwLZDk5y6/jLlT07WrvajwqGjcZufbsglb0Pw+8Dq3sfxz5wK/09s/0dnd7f89FxPBK5Md/I/Lrf7vPy3IUr3AsWpX+LvBbcoE2UCzCar+OWWjl+xof05ko5uR84N2IgM5HBPzRyGIykZwOtxdYk1La08y+49tOQPfrhJRSZELCzGb4uC5BMRqvTin9s5mt8PHcgoKdv4+CpndB2ZPexgbcs5bn6FJkTXh2SunHZjYBWXXuRvfm9egejkf1JbpRzMXnvd2LkbVlJxQbMwd4JfDulNKbzWwysuRchFy4jkbWjSv88wr0rE4Fbi1rRJjZvui+/RXdn5cDf0BxKpN9PHsA96aUfmdmeyExPRNZMOaheJP7kWXi3eRK689Bfxe7oOeqi3zPVvpYynimilGiioqKioqKioptGGa2NyKYByAy/a/ABxGhvh2Ruuf79/Arjx//qA9wDfDSMvvOFhjnxYiIrkKZhV7h45uCiOsKRBQja9HpwIUppUf78ZFmdxdEYCPIfBIi448juwEBXJdSOtHMzgeO8fbhIhQuOFevr+CZmT0eVYF+N5rXlyFhdAYSaGd40ycC/0zOUPRT4C/ADSmlexgFzOzb5Hu2L3JH+oHvjtoeHeieLUVxKFv0nhVj2xkJxZXo2ZmCBMJc4JCUUrffn9Z79l0kiK4G/h09iyGM+oCfIWHSW1oHzMyQOPnXjRjrt5HAvQyJTdDfxrHIRe59SIC8nRxT9CNyDY9R37OKZlRRUVFRUVFRsQ3DzC4F3op8148CvpRSeqyvSn8R+d/vhUj1Un8fj1bl7/JtE4EVKaWXbqEx7gq8CaWDBa2UgwKNf4xE0K/IBe3mIvFwC3BRSunDRV8XpZQeZ2bnpZQeb2bnppROMbOvIivAlbhoSCndYWZfQ0LmNUi0/Cal9KRRjntv4AOIlDYQmd4HzV0UCVzp2+Yin/2LUUrfc3wMLxjlNFHcs1O97w5yQT1DcSx3IcvJQWzZe3YAEkpPQtaEu5DF4QZkofkLEmuPQKJ0JXLjujWl9Hjv4yNFl69ABRIjA9OvUJG7E9DcvRq4NKXU58d+H3hdSql3I8f+NBRrZD7G65EgfL9fx13ofu6MxOY5cfyG3LOKjCoqKioqKioqtmGY2a+QC0vyVLS/Sik9w/e9EqVffTki6eOQJSACwGchIv/qlNJPt8DY3gOciIruzQSmBaE3szeglf4BRJDv9fFdidxcDkGr8X0ppQt9JTwh15nrkDvV9f5+jb9PQcG+fwCOSCkdY2ZR5Xs62UKzArdkjOIa5iBLxa+RkDC06v1s5B7UmmWpTPF7XUrp9FFOV5zvlYgEPx8RXkPWieuRJWQPtvw9excSM/+DrrU/pfRkdzN6gY+vBwnWT5BF4iHA7SmlP7m14XMppXd5v5OBgRANxfl2RdaC5wJPAb6eUvqpmV2L3JxuxuNJNqV+hJn9I/AOJGTbZeqKOiIbfM8qhCoqKioqKioqxijM7GXI7WYXNj3ANZFTki5ABPzHyA9+SwXmjnZcWyN4N6HV9CmbeL7hxpuQ1aeHnFVrU7EUrezvhsTgShQbsv9m6n9HxzIUU3EPEhV9wGNTSo31HVTRHjWlbEVFRUVFxdjFPyHXk6jHkNq8BsjZnxJy04kVw4gviDSrK5Dryk6I/L7Sj6M4rnxBLv7W7tyjeeHnpegHcnB0XNdQsa1MPdp6nQNtPg+0aZda+l2GBEVcT29L/6O5Dmgm88t8rEuKsU8k34vR9Nk6v+V134wE31pEfnfyV3nslrhfAy3fY1xRXC+K1cW5IpXvaFD2HXNWXjMt+8vnZUOuI1LtNsjP+IX+/Rq/hiW+bxb6O1uNXPEqNgI1xVtFRUVFRcXYxRoywR5uhTz87aPOQ9ku6gjE7/2+xXFRsK21AFkrwoqxKSvjcf6ySNwClKGnLHwWn6PQX7k9rqUseNau+FlsiwJ8Mf7ptE+1O5rrKosRdhRjmubbo+8p3r4kwyMt4LbObyq+P6ZN+6mICI+n/fVvjvtVFlqMvuIZ60BuamXAe2fxeaj4HnNVjqe8Bx0t+yLFcbm/3efRIP4WYryQK3YfTq5J0YFc1X6LguSv3YBzVBSo7k8VFRUVFRVjFGZ2GvJpHwJei9xgoojYNP88EZG4NSguYT9yNeIQGIZWZRuIlP4c+BBKJfsUlF70xWgluuy7A1k0Bvy99dwjfe4nE8UGigVYjeppPM37XYliJw737/3IinALSl0axHQKWl1eO8x0BZlNeFYi3zar6HctstTciYKpGeV1ReXohFKu9vj+Ht/f7ddwC0plextwJIoZaZ3T4eZ3ko8n5rrhfe3t3x+BskN1o+DxTn91D9Pfxtyv1YiAx7E96Lm6w68noXvZ7+NbWZxvAJHzmT5frde11rfN9f1TUXre4/0arvd7tTfZAhT3PKwk5bWO5lq6yWl+o0jhZL/G+8kpjd+YUppLxSahioqKioqKiooxDDN7NEplOg0FVx+AyNGt/vkE4KOIjB2I6gC8ExHA/0Mk6knklKrTkTtVoAu52SxGPvxl3+Ztd0YruK3nHunzSSjz1CAwG6VafQEieZNRJqG9fFx9iKwOIMI3AYmL2XjANvB4sjBa6WMLl6YpZOKffN9lKIB7KiK3yefhQh/ffiNc13H++RC0kv1ERPSPQ5aWPcir9oFwtxlA4uKOEeYp5vcwZH24CGVW+ojfm+WIbEf9jwORmLjYt9++Ge/XAX5Ne6DnZNDP1ePv873dwehZ/AkSOFcjQbu7t72HXMX6g8iN7yqfv98hofBHJGTvQDU/Xuzbp/p5Y0wvQylod/V7PNL49wEe7vM/HwX+P83vzU3o72S6fw/BHamIFwCXpJReQcUGo4qKioqKioqKMQpPh/oCRILCJaV0kwkXjwcPodnFKNx1IkB5FZ4+FqXUPMT7DatGuM6ULlTleVq3jfZzWBHW0FwnAyQcevx9vI93gHUtLWWf5TWW/YeYmFzMRxx3HrL6TPLt4R412msp3Xhie5+f9x5EqO9B1qROsntQ1zD9tfsc34fIVqhev57ViIif5vMUrj3D3ZtNuV/xeaDNORLZOlPWPYltpduTIYFVbo/3QZ+biMWINuX8lveVDbyuQIwrPnciq91OSEiv8Ot8HxIh91arxcahBmpXVFRUVFSMXRyKiNcq1g1cjs9BpFoDrUGEztBqegMR0yHkpvIM33/pMMeWAbIU21qDaUf6DCJuCVkf8DH1FWMLt50ortZo01/5vV1QeczPYPEe+wxZAiYV+0trzUjXEq5FQXjj2BBte/n3cYjAli5aI83NUMu+EAs95PS/DeDDyLXoKvJ8Dq2nv9Fc1/rGVIqIDnKcRLhcRaxCBF7HvPa19BGxPiEoVpDd8/D3+Nwq4sqxtV7rSJ8jULsUyn/2z1N8vGv8GiaimhynImtdxUagWioqKioqKirGKMzs18jnPCr/rm8xsDVAtlzVjRXaAeTi8QAirI8mE752hKC0CmwsYTCyNWKw6GuITJyDtK5Eq/KtlghreacYz0gr9dEuCGZYRFpXwYcbexwbFpRuspiINpFlaJBcC6RnPf2W/bcLaC7HPIBcjRYikTmJ5vs7Un8biugjAtNjHksrwwqyG124R4VVpp8sYss+IFcED1e08lWKlvL6N3QBvNXKQXENYSkLARSZ0MJi0YcsFU+jYoNRRUVFRUVFRcUYhZnNAj4LPA+RoViNLzPvhAtPuAyVIqKsPzEILEIuOg/3fYsRqQpXF2vpuySv7c490mdref0d+bwbEkn9iJiuRn78QyiGoJ8c7JuK43tpJt/dPu4470pkJZiMqlt3+JysRvEVFwP/gGIOQliM5lo6vY+bUI2IacWYoo/k51rr1xb7B0bou5zfuKbAMr/me1AV6BAqca9Ll6J2/Y10XSONaa2fe3/f141EaQic0kUrAqOnF9fSQQ7qtmL8ISo7ijYxfyF+Y0yRDnYSo7tfZfavEKoDyMpTCsHk4x6HnsHriMFtQpG9HRlVVFRUVFRUVIxBeEXi7yFLxSW+ud3nD6HA4yt8+yPJ1bPvQ0HPR5KDfseTM+FEDMNSRApb+x7p3CN9jsxUN6P0qOFHvxJlUXoYysQ0iIJs70TkbwVyUZmCiPUfvb/LkCgJHIgClW9DBPH5iFSu9vOehWJSbvXz7oL86UEk9Q8jjP8BH1cQ2rieZYhcr0RuVUtRte1Yce8lu579ej3zVG57qb8/gARVxCqsQvdpEQpaN3KWpZ+up7+N/fw8lIkpoerlN6H7tACJqbk+hr1RXM5ePp4pPh97oOcskQsBhkvRRFQj4k6UYOB9wKd97i5Hz+vzgZ/RbGk5ntHdr0tQMPi0lNJE/xu6DYnMqSgA/gif4+l+3hAuy32c56WU3kzFBqPGVFRUVFRUVIxBJK363Y9Wi2eRXUdmk4nrbCQixiPS3ovI89WIJE1AJKoTEfeobTCOnC2pExH8tW36bne+Dfk8DhHO76EsP9ehVeO7gb8igjoJkdWF5AJ1ICK4phjjTER4H+7XdIQfdyxwOvAKsgtSpx8fwe2HoYxFU1Ctjr0RsRxp/CuAP/m49gN+CMzzMe0MfBUR678g0bEKke9eJIDuHmGeym3zkDtOFzkNa7gidSHLS8QwzPYxbe77NdvPdxDwbh/PfuTUwONRcP9BPgdTEfmPNLQz/PiFSIz8GAmUv6FsVIv8mp6IBN6r0DNxv1/jVG/zJBTwPt3fZ4/yfs32czfM7Jfofi/2fsMN62bgN+T6L79AwuOrwBlVUGw8qqWioqKioqJijMLMzkMrumUxuE1Bg1z9eCUSK2W2nYcaZWzE5jw+3IE2tIDahvQfNTc6kdhhE88FzXEJQY57eOjvWWvcyraIAX8/G5iUUjrloRzM9oAqKioqKioqKrYBmFkHcCJaob8OkbkjUIzAO4D/BF4DfAzVp7gXrfQ/CTgK2BO5BT2ArAbzyJl7LkGuJ6e19F1+vr7NtpE+n4jiKAz4JHAO8BL//A602r8WFUF7FFp970Er4jcg16HIvnQHqnmwt++fh9xVjkar4Icjy8wkRO4fAP7Xj30actOZ5OP5KrKUPHmU1/UfyMIR5P46VNjuTrRi34WCfHuQpWICWgG/1D+PZs7uRFaXq3xcJyOBMuTXcj5CFJm7BdVuuHcz3q8jkHXii36esJIln/MpPp9/8bH+CVmBZvpxV6EijcciAfRN5N60E7La3E8WyOOQ9eg/kPXpOP98mm+P5yY+48ePNP47fDx7oufavO+zkfXlIPSs9Pu9ifiNv/qcXpxS+g4VG4wqKioqKioqKsYozKwbVbz+ACJv43xXuUJcrlpHcGoZoL2+FeXIvBNBs6mlbaQTDTec1nOP9nME5EaAcWRJGizaRMB5pPqMdlN8fObX1VfMQ2Ry6vX+u1HMxFpyvYhyDgb9+AikZpTXFWMxJGAO9TFExqLIahUuaquQgAmrwkhzU97D1jSorcfF/YrPm/t+xXyFhSTOUdbb6Cjeo9p1BG3jcxPtB8n3p48c5B4uVVF5u0GO8SnPE9a1keYxPsfcRVB3pOWdSQ5uL+d6EIm021DszSUppe9RscGooqKioqKiomKMwcxegKpk70cWCUGqKD6XKTfLdJwl2VqWUpppZkuLY4Ood7X0N9znkfaPdNwaco2IEAepaN9Bc5rWcmxxHSUZtJZ9fYiQlvMQ+9aSSekk1iWi6xt/EPPY1u78+HXFynfZfkPmKdBAgfdBqo9ERHwFOVB8uBS0m3q/4nOI01bhUn6Pe1g+g633pfzcOubVSFCEYGt3vlZsyLVE+thILVv2F65PHcjylFJKu7Q5X8UGoAZqV1RUVFRUjD18Crl9RHrNdiuyS2lO/9laNyFiJwaL7WXbrpb+Wq0ftHze0BXvGMdK8gr2AHJxomgfxdpKkjpc/Yh2/YdgiFeZXjQqU08mWw025LoWkYu1hfCJ9KeDxSsyQ8Vx7cY70vxGP0Pk4nllFfXJZGvIaPrbmPsV28o5jXmgTduyj1KAhVsdZDEYNTfi2NVk4dj6jJcCYWOuJQRFCNi4Z/Fa5a8VwI0okLxiE1EtFRUVFRUVFWMQZvZw5Pb0JLLLyHAr3FF8rXRRKYlfWQiMljbDudjAuuSRNvtHuwKfkMCY0mZ7ef4SrSvvpXiCTFhje5DyqOJcnmMVObMULftGGn+cOwq7tVuUXd+x65snWtq1HtNuxb7d3Lbrb7jrGulzYDjrULvnqayTQkvbfmRJKs9TnneQ5vocJdZ3raOZ0+Hue9mmgepxzAUuSCl9eD3tK4ZBFRUVFRUVFRVjHGa2HwoyfSFysVmMVq4nkC0S41B60/koUHYp2Y88cItv60Srz7ehwFZQlqmHed8Ti/NM9Nealm2j/VwW4ovCdNci166JKAZiAAX2diMCGpW/r/FxjSNnPlqFSP0qcqXxNT4PU5Ar1EIUyH0YChLu8j6XA19C6UxPR0Hf67uuSeTaHhNQbMBKVC/h6eS0tf1+3mt9Xu8dxZy2m9+ohxExI/3ons5ExHe537OrUPDxEWQryea6X0v8fN3eRxQgXITEbcRCTPOx7exjW4usUNcgITye5krb84ErgceShVmXtz/cz/FDVK+jp5j3HnJtkXbX2u7zJLK7XcS9/DeKT9qF7Gp3g58n7tntwLUppQuo2GBUUVFRUVFRUVFRUVFRsUmoMRUVFRUVFRUVFRUVFZuErpGbVFRUVFRUVDzUMLPXFV8fB1w0ys8b0nZr9bc99TEWxzRW+hiLY1rv/pTSf1KxUajuTxUVFRUVDynM7DbggymlH2/GPh+B/Le7U0qDZnY+OZjz4ymlc1vavwsVZpsGPCGl9EEzWw5c7U0+klK6wMzeDDzf+1oEvBGYAzwppfS5lj7PBD6ZUrqtzfgmIb/8+5Af+YUppSWt7VqOuaL4eihw0yg/b0jbrdXf9tTHWBzTWOljLI5pvftTSo+kYqNQ3Z8qKioqKrY4zOw2M3tRm+1HokDPN7fZN+xvlJktN7Pz/XVSmyaRvWWemX3SP78MeAwK4MXMnm9mz/LzvB5VpP4v4DVmFkG6R/nrS2b2DeDFwHRUAfhk4EdIiLzHzPZsGcMJwC+HuYRHo5SxTwD+BXjrcNdaUVFRsS2gWioqKioqKrYoXDhcBFyXUjqhZd83gd0RcT8gpdTnVoW/oIrIbwe+jbL63JRSeqOZnQ78H8r+cw/whjJbi5kdhjK9HIGyHU0B7gd2RdlknpxSutLMLgc+631cBPwVZYaZhcTFa5Fl41p/n4NWNfdHGYDGoWxAbwAuA36XUnpJMY7b/JyzgO/48QuRuLkCZQWKKsQN4EOt1o4SXdaduj0p0CCDdLkH80ifN6Tt1upve+pjLI5prPQxFsc00v5e1ixKKc1mI3Ha4yelxUuGRtX2yuv6zk4pnb6x5xprqDEVFRUVFRVbGv+I0joeYmY9LcLhxcDzgJ8BV5jZRUhgDKE0kzei1Kj3AY8xs+NQisnA3gBm9gQgLBL9wJ9QOtFBckrM3yEi/yZ3dzrI27+adXPrvxBZKjpRRePrkUD4BfAolKZ0Gjkd60rgyW2ufbxf/8OAvVCazn9HqUi7/B3f/gYz+31K6fo42Mz+G3gOQBfjOKHz6VhnJ2lwAEazKGg2unYPFcz8egZHbruNwbq6tsvr2t7xp/SzuZty/KIlQ1x+9h6jatu96+2zNuVcYw3V/amioqKiYkQM5740yjanA+ei35xYlTsBkfpJyCrQDeyBctRPRi5RExBx3xuR/l2BZwMf8z4meZvrgC8iATARkf7dkSVhfyQoDgO+hvymD0GiYxrwGuBp3v9zvM0DyKoQxb2mIZenfuDxvm82uRbAsUg8tBbY2sP7fTZydTIkJJ4PXFi0C+Z5d5u5uwhZR27qogvr7IQOg+E9w8Y2OlrqpaVEGhrdqu42h87W2nAVOwYSQ6kxqtf2hm30f6WKioqKHRujIfkb2N/FbbbtZ2b/Z2Z/RWT4eW3adJhZt5ldi8j/i1v2748I/rFIOJzpuzqBAxHRno1I+XRkVRgA/ozERTfZMnEvcjU6wr+v9veLkSXgYcAB3v6xSEysQS5Ki3z7FCQ05iAy/0skThoppQUxbD/vCmQxWeVt5iLB0unjW+rXvMzH3/qbOq7lc2mdOMS3r2ADvAbS4ABpYJDOQw8Y5QFjzErRWFdAWNdwhZS3MMya3zelq67iFm6G/iq2Xag8dxrVa3tDFRUVFRUV2xiKGIWnt9m3Of9f/xYi6nOBTwCPNrMeP8/5ZvavwPeRGIjKw0ebWY+ZnW5my1A8Qici9gZMN7Pve//BjMeRV+tjefcIFGfQ698fgUTIvYiIQxYVH0O/5Qt8nyGib8hNaW8UK3ElIvC3AJf7MQ/zY7rMbGfvb46fO7ACWSv+iH43O5BL1EQf91/8czsYsopYceyQHw8SOXHNByMrSYnHIevKoYMMSiQ0hhi68WbsUUfQedjB667+bw6M1KcZdHTStefo3DzWhzTQv8l9bNyJU/P7pnRVujlZh1yf+vo2ud+KrYjNKAYbo/y3vaGKioqKioptD88Bvg5MbEfyzWy2mf3GzM4zs6/7/tPN7AIzu8LMXhEdFRaPKWb2fTO71syOMrO9EaGfATw+pfRtROKfZGaHoLiHJ6Dg5vchMrwUmIoI/Qf8FANk16Vgbw/z9/uQOOpElgHQ79IgCm7uJJP7LuB2H08Q+Eu8z7/6cbv4OILh3dtyPMgy8S2UuakbBWP3+PF3oLiMKYj4X08m/N3I/SkwDbledSMrTDtGEuPYvWV7NxCMM9Lc4tt2amnb5P5UomNNP/T1t13931RYxwgEKyWss5PG4vVmwd0hYZ2d2IQJ1WKxgyKRGEiNUb22N1RRUVFRUbHt4REppb8Cv0fEPvDLlNLLEMn/l5TS44GVHtx8YUrpJJRS9XWwjsVjF9/+RuCVKPPSboiwTzOzsxGh/xbwG0SYZwAvB17l/e6FrA5dyKWpm5zZ6C/AVT7OWKXv8z4S4TUg9Ph4GsgCAvq9+gsi2L/39qd4mz8iEYCPeaV/3snH0u/nSj7eVwO/9TaXongPyDEay7zfcFGa7te7iGYR0OvtjyWLpxIhSE4rjjEf6w3+fWVx3ZN8PkaFoZtuY+i2O7cIeR0pzsG6x5EG+mmsWbPZz72tIw0O0Fi5cuy5nlWsH5vpfiVgiDSq1/aGKioqKioqtiF4jMLhZvZ74EXAM4rdV/r7ocBnPMPSqYhoH2Nmf0IF3o4ws1MoLB7A7SmlXuDfkFB5D3JP2heR8iGUiWkWsA9aqe9BQsKQ1eFPKAUsSBR0AH9HhHwu8A5EoFf4+97A/0NxD4N+nl7kRvVt73fAzz0PWUoOIwc034KsEZNptkj81K/pfN/Wj1K5xq94Ah7p/T7G5zBEzaCPeyHZ9QokNJ7gbW5BcRZdyKrxhaIdbul5RLFpYnHuOP9u/rmb5oDw/WhGs/tTibBQbAnyOkKfD5nL0raAKiZ2eOyoMRU1pWxFRUXFtoXnAq9JKZ0D4G5OQUqDWN8M/CCldKW36UJuP69BJPxutMp/JMq2dB45vSqIwL8LuNW/3+Nt/4ZI99+RuJgNrEXkf2eUUvWJ6LdlArJaHOjvz0ZpWjvQivwgsh68z7+vRrUczkDk+kByoPU85DL1T36uN/r7UX6uRF4kG0IZpnYnr/pPJqduPdnn4kv+fQqyFhg5QLsHCYGY14lIXO3p/e9JdsEaQAKjmywcYlxhQvgTEoAhXLrJbk6R7taQ8Po/mnEREhV00XUMo0FpuagEt6JiqyIBQzvo3121VFRUVFRsW3gqctkJ/A2lZy3xaeCDZnauWyf2RET61yh96zjgH5AA2AcVYzvAzM5FJLcXuQQlRMb3Ryvr+yASHSvtkdHoPkT+IcdGBLPtJDwCNNYGcmEah2Iwfkgm469FYqTDx5oQ6Y+g7flIjDR8XycSIzGmfuBqJEI6ga94v33I+pFQUbwveD+pOA7/3OtjW44EE8jtqR9ZWKLgHUhMDAAfiWv26t6vA95NFnkRQ1KKn/P9vUF23fpmSmmTghSsq0tCIqXNnna2KcNRxbDomDhczH7FjoLGKF/bG6qoqKioqNiGkFI6KaW0tvj+vpTSBSmlk1NKg75tYUrp2SmlU1JKT0gp3ZlS+k5K6ciU0iuR29PfUSzCxYjU/hF4CyLAi1GNhd97uyWIZF+IVujHF0PqRy5QNyDSfV05XETCB1A8xH5IbOzu59wZWUDWep8Rj5FQ3YnV6HdqgLzC/2ckROb7cWXMxRBwIvBM33aavy8CvuHji1iGtUgc9AG/8m193sdq/xx9T6A5SLuz2L4cxaAs8m0XAf8JfI4cqD3Jx9/h13YPcJzvK9POftbMjqcZw7s/tcKMNDhI5/Rp+rqZ6ySM2XoSWyL71SagsXbtyI0qtlukUcZTjCamwsz29IQbN5nZjWb2Vt/+UTO718yu8ddTimPe7wk4bjaz04rtx5jZ9b7vK2YyaXq2vv/x7Zeb2T7FMa80s1v99cqRxltFRUVFRcWOiQNQCtOzEZE/FvgBIu47IxK9GFkkJiMCPR2R6P0R+W54m24kCtYAX/X+O1HswQrffwwi14uQqOhEblozydmXBpGAeB8i9d/3713ex1rkWvQCPybqVyz194k+rqiIG0R/d+CdyOpxDBI2cU2GXK0a3t8Ev5ZfkoXEJH9NpTmgvLOYq52AlFJTSpew2qzxNnHsbmRhAvm32PAK4QWGzf40HIaWLXeBMTCq9qNGSmOOwANbJPvVJmEHdX2pEFKCgVG+RoFB4J0ppUNR/NebzCwsn19MKR3lr7MAfN+LUOzZ6cDXC/fYbyAr6oH+ikKkrwaWppQOQIs5n/W+ZiIr7KPR78NHzGy9iSSqqKioqKjY8TAAnIWsEU9DZP3KlNLRSAT8EPg5cquaj+o/LEGE+LvePlyHbkduTf+C0sa+nEye90FE3JDFo4GIfQRN7+5934cExt/Q79Izvd1dZEvFTeRMTstR+tf4DSvJ/lJyXYzBYns3sCSlNA1lq1pdXMMcshVhEXC/jzesCInsYgW5cvYAssyEkEheJ2TAxxB9PoCEihWv6CPqdwDcnFL6EZuCjk6sW8O2ceNGaLxhsJ6esUfgYcwJnY4prYXVK3YsGEOjfI2ElNL9KaWr/PNK9P9ga4rqEs8EfpxS6ksp3QncBhxrZrsCU1NKl6WUElqweVZxzPf888+AU92KcRrwx5TSkpTSUmTNPp31oIqKioqKih0PN6DYDENBykuBk83sPESkr/d25a/evUgAPBNZIAwR572QdeIOFGNwordfDDwJuBOR7tuRYLkRWQSGEOk/DQmcA4GHe9vI5vQyP8c4ZFXZGVkSZqG4iAhwnoiI+9mIvPf79v8jx18AXG5mlwH/ikRGZHr6g7czcoD1e8nuS3f652W+7zNIOAwgcXK/t+tA7kp/9rEHggSEC1RYefC5iHnezcyOoBnN7k9mw6eQ9cJ4aaAfUlLxtY7OzZZydrMUc2sdy+YY3xgTOo2VK0duVLHdIgGNNLrXhsDdko5GhTsB3mxm15nZdwoLwu7k7HggV8vd/XVPm+1Nx7gL7XJkeR2ur2FRRUVFRUXFDoaU0nJEkp+TUjo9pbQf+sH4OCLk+6Dg7h6UQWkuItQXoSxIs6Mr5L70SeQ6tQARZkOWjbPQj1AHSts6FQmHDrIYWI0CtM0/dyLLwX0t57kFZY+KWhcfIKeAvQdZSR6DxMKrkPvUV72/CBaf5a9uJB6G0EreY8iuVzO9za4o/W5CgiaEwxASViE+dkZWDQMGPb7l9pTS44qxR2xGsOdG8fmOfGfo8zGUaHZ/iiDs0SI16Jw2dfTttzRaxt4xvqcpoLxj/PjWI7ZJhLWoYsfEBlgqZnlB0ni9rl1/ZjYZWY/fllJagVyZ9kfuoPejVODQvghnWs/2jT2mLaqoqKioqNgxcTc5AxHoB6uBLAmfRUR8LjnYGrT6nlDK14WI7N6MSPq+iIiHa9QUJFAi1epk/97h/QXZj6jWDnKhvMX+2sX39aFCdD9H9SU6kcXiO+iH7/HISrIYuAA4CVlbuoEr0Mpb/EDuV5x/HEqbe4x/HkcWOw0kMGL1Dm+bUDxK9Leq+NwuQncVOX1stCvndGqxbXWb4zcNKSnGYoyisWZNk6Wh0du7ntbbDmodjx0XSnU3alGxKKX0yOL1n639mVk3+r/vhymlXwCklOanlIY8hutbKOYBtMCyZ3H4HmiB5h7/3Lq96RhPPz4NLQoN19ewqKKioqKiYgfEcFmkgB8hF6Inp5SOQwXr9kCE+FRkem+gehIzkNvSFHJWqNvR6v+PyPEUfYhwd5MtEgDf9GNWk92UutDK/huRyxV+TAeyhDzRty0jWzhuQSJhN1Rv42korWw3ymYVsRNhNTGU9aoDiZUOH0MU+UvILWwagJkdgETMbmTXqhU+9rNQAT+QgGjFPCQgEjnG47fkFb8J/j4E/G9K6e8tx48++1NFRcVDjgQMpI5RvUaCxzZ8G7gppfSFYvuuRbNnk7Pa/QZ4kWd02hf9//yXlNL9wEoze4z3+QqUtjuOicxOzwPO9biLs4EnmdkMd696km8bFlVUVFRUVIwSZnaymX2y+H6mE07M7MVmdqGZXWRmPzCzcS3H3uypAS83s8du4XFe3GbbV9u1bYOTgEuQeR20WnUmqrtwDzkVawQvH4bSp8Zy+B7IferpZBK9iBxPEBYJgDf5+3jfHi5Jg8DXyCtrsew7GfiQfz7A+z4buAaR8x5E/A2JjhATUfgu0icNklO6zm4Z4yJybEVYIa5BLlm7IOtND1kwvQx4lPf1AOtiHPm3NlymjieLinCragBPMbNDWo7f4OxPFRUVDx0SxhAdo3qNAsej5BentKSP/VdPD3sdstS+HSCldCPwE5T04vfAm1JKYQr8R1Sn6Da0+BOFNr8N7GRmt6FFpPd5X0uATwB/9dfHR6qjU/+HqqioqNg0PNrM3oVWwZ+AahT8Bug0sxej/8gNreofgUjst4HTzexmZE6eCLw9pXQpPLg6ha8WbQxag30Bhsyss/iBWR8MrUqVeCOZTM9Cgd7zkDvR+9BK/3d938PQClksrYerkRXbuoAvA+8nxxJ0IwvB7ojEL0fzNpG80h+xCuOQADiFnJ61D4mJa8hZlqLgXCJniepHQmOIHO9wGUpVG1aFKWQxEEX2JiHBFBml4roWe7t2poSzfO4irgPgp6gmCGTh1AksX4+lgmqp2EZgVtPK7uBopM2UHCGli2kf23DWeo75FPCpNtuvAA5vs70XeP4wfX0HuZmOCtVSUVFRUbFpOBR4MvDllFI/SsO6DJHtd5F/ELqA8Smle4EeMzsdrbYfgwj0F7yg0XfR6vtsMzvHrR8/N7NOMzvAzC51i8c/m9k+ZvYDeNCK8lE/12Qz+39mdqWZxSr6873dIWZ2vr/eWlpfzOwMRMxPQwGEFwL/i4TCExERfwQiwC9Hq/0X+PepuBBJKR1IXoE3lIowisiWvztHkOMLQuyMQ+T8AbJr0HJE6qeR3aQGkECLTFIN33aLH/Oc4nwhLkJ8XEu2Yizx/c/2tg1kielEMSIgf+aFvu3Hvi1EwgNodY/i3CX2Kq4t5iMCw6E5WLKd+1S1VGxrqIJih8YGxlRsV6iioqKiomLD8PIg5eSc3ePIJDrwj2hF/FTPBDQPGDCzVyCyeiEikb9EpPlAZMZ+ARIaP/Z9htxrXgd8HqUUPJpcNTosCruQ8453IGLcBfy7b4sUgV8g/9+/i7+ir0P8+zSyGJqARM94RODDp3YSIvFxrgGUCSl8ez9MdpOKInOGzO6XeJudEeGO/OsJWSsm+ivGOYUsNr6CiP8EP2cfCjqP2g9HIYET7mdx7ovJgeG93vffkKgAiZAh78P884/J2Z4u83aPo7n+xWokukCuV63Ym3Uzpkwii4oQEkMoTqNie8BmSuNbsS3CGEodo3ptb9j+rqiioqJiy+K/U0onp5RORj6rIBedH7nQiDzex/v2P/j3Cchk/WbgPHKF6dOQVcOQ1aMfuBSJjk+hFKyzUPzBQb6/F7ncJFTlGrRqv1cxzljBP8y/d6FCdkcjgRA4DllM8OOPR4HEkGtRdKEsTxMRqY7MTUHcx/u5ws2I4nhDq/xRl6GsDLaMHGexMzmWodPPFSS7y18dqCBenL/br/Nd3q4DWVOij/I3bkFxruN8nHsiMQeqr9HhfYar1l7FmGL8f0BCIoLHD0J1KaB9Dvfuoj1+3uXkuYv3LpqzswRqoPa2iGqt2GGh1YaOUb22N2x/V1RRUVGx9TGACGUQx4MQCf28iw8QsQ6f/acA7yHXJBiHCtDNBdamlJ5OJtZXI3K9O1qBvxWlgj0EkdNu72N/mgn7Wh9Pj3/v8DZTyQHDuwJrijb7+liuQr+Nn/ftJ5LTu97k7xeSa1KEhaH1NyWIeFmbYiZyEQNZd0IIRP9RkG4ncirWCNTuQBmjkp87MjX9m/cdLlAnkYOzg4nv6cePR/NqSGgs8/3HFOPu8/27+fHjyILtRTRX8J6K0vAm2lsqJtFcgM9QXMZS/14KvBmsi+r+tC2iWip2WKRk9KfOUb22N1RRUVFRUbHpuAb4J7KoeC5KvfpqzzEOIrlBIOegFfLxyMLQj7Jr9JHdcf6OSPMqZNm4D6UuPQzFR8xOKS0Dkpn9Cbn9lDgIL2DUkokq3JQSii24xducRS42F+48zyQT+OjjaH+/IKUU2/4IXAlYSumDACmlM8mpYp/v15WQG1Fkp3ohOT4i4g7COpHIAdAryaQ82q3144xc+KkP/a4NkIVIMPEytWzEQ0xB1bITipsI9Pp5ZhefF/m+K5H4w8+1CN27MlVuiRhjaanoIAu5yBg1RC7sV7Gto1oqdmg0sFG9tjdUUVFRUVExSqSUzg/S7N/PwMlmSulHKaUTUW2Ff0GxDD3AuWZ2ERIFy4C3IQvGIYhA/zci6jcB15FXsM9BhPcEVHdhNYpnuBKJmBAoA/55Gc3Bv1GkaBUSEbEvxgEizQv983FkF6QTkRiYjsj5AM2r8A1gPzOLfh6LKkObmS01s4irCBekO3yMrUwr3IoaSBBAjl2g2HZty7UZiodY4ceG29Edvi1ctkIQgURIVOCe79uWomrZhjJRxVjW+vH7evshFHMBcCRZEBhZgEFzQHYgsk2V176cHIQex3fSJjMLW9H9qXPWTtDRqVfA7MHv1tOzY67Ab+g1m+2Y81QBxH86my2l7DaF7e+KKioqKrYurkEZkAIXA/M8X/jnyWRyCVr1LnF98flnyNpwkX/fAxWQ+xsSEi8jV18eIouB+YjcLifXiliFSGsDiYgFfv4hcqE2irZr/RyXeB//7n2eRs7sFDUkgpg/nOxuNRFZI5LPx2Fmdg45y9Jc72NJEY/SINeTuAlZZiDXj1iJalWAiu4FkY/g76ORy1QnqqEBik2ZjX7bVpBjQkCB8hGHstL3HUKOSVlO/k3c1a91OXJfCteuECmlq1spUtqx/klk1y/IsRghmHqKtu0qcm8196ehJctU3bqocE1KD35PfX075gr8hl5zSjvmPFU4aqB2RUVFRcVGoJ31IqV0m3/+UUrpxJTS41JKL0spDbQce0Lx+UZEok9wy8bbgM+klB7rJHwBuVjcIDmN6SeQa9I8MjG/ChU4GiKnuv29f/8CCro2chzDFciSENmQLvXzPRy5QN1DJsVRFfsF6DdkMcqSFJWm45oeTXb7Ocjb3gbgRZbWeLvfopiEm/37pf4+kVzobhAR/BvIgc+DiGz/zrcF4Q9Lz3R/DzeoW32OHkBiB2QVSYjMRwxKWEI6vY/oOzDTv/f6NawgB7r3sy66ketb9BEpdONZiPGGq9tDj7rKXlGx0diRA7Vr1FdFRUXFVkRK6XwUaB3fzyg+/whZJ9odtwyt2Ldu/xbwrZZtJ7dpd0bx9bnxwcxOBi4MYWRmOyFSPS+ldDtwu5m9G1kBLvb33chxBS9IKZ1rZn2I7EfwdAcSFivJBeYOMLNn+vHjyaLjGUWbY/z4qN59KJnkH+LvQygWZCESWlcjy8xcFIweaCDLyaNQ/MYQsiqc7ue4DYmgv7JuwcCV3mdkncKPuQlZlIaQEHoPsiZ8m+ag60Ck3g0YcmsLi8w0f+9EweStGL74XUcn1mGkoaHNszIeFoqU6Bg/nkZvq2GtwBYu8GZdXaTBbTPblfX0yKpTi+DtsBjaTMXvtjVsfzKpoqKiomLUGMbScmtK6dFFs+NQ7EgvqjMxiKpEg9ymQAR/HHJzmoyIc5d/jt+atwDf8H6u835eQM7UFMHToGD2mchC0YnIeRc5GHtPb38DyprUgywGsVgWaXf3RmKnD1kNdicLmpd420ciq0RknoKcmjYsKoE470RUCPA/gJN93zTWRQ/rur0dRnaZiqDxyF7ViuHdnxpDIt5bgLg2envp2rudxhGscwMy13RsQFvHBgmK9VlWIr5hK1pfOvb2zMBVUOyQSBgDqWtUr+0NVVRUVFRUVIyE+4AzUkqnp5Qej4rNXYcIfxDm3yKCH6lW90Gk/O+IrDeAp6N4hSkoKLkDuQyF61SIigHgN8i16EpyrML95MDpDm8b2bXCArDSvyfk8rSInFEritbdXYwzAef6OVeT3aj6aE4FGxaYqd42LB39ZDFRxkfEGOIaS0zwsUEWLQkVR5zNQ4UW4j0492465+yctxfiYB3SH/vakfcyRmM959tQdEyc6INZD3mP+IZNIfgbIorMaNwxd+R2FdstaqB2RUVFRUXF8LibwmULpV8N16JgjB8i13W4GbkIjSMHKt+GsilFDEMDuTD1+GuQHFPQjaqD74NqTuDn2RVZEBahFf4baSbye/g5I0XsAlRfIgLXo2jeHCRCVpGtA4M018OIfu71bZ3kKuWQrQsJVTVvkIPCA7H/OppTyjZQvAo0VxufklJa2NLH1it+Z+tSgqEFC0dHyAvXqVFjE1fyG2tajUhbCMOJonZIaZt126rYPEgYQ2l0r+0NVVRUVFRUVKwXKaWTUkpri+/vSyld4JmcBn3bQuQS1IcsGFOR+1FU0z4SuRjdh0RDJ6rVEb+sXcXnPuAHwBfJFa37/DUAfBSR/pcXw1yMCPokP+ZlKBXvecgtypClA5SaN6wO87zY4GtReldD4qEf/Ubu58f0+7h7/dyRFevjSNwM93uaUBXwgPk8RYB2KSJaLR2wNYvftSPPQfzNILXzztoEbIRb1LaABy0oFTssdtRA7e3viioqKioqHir8CP2uHIJSzD4VkfLVqIbEIciaEfUpwo0IbxNpcHuAVwLvJLsPRcG4LpTytqzFARITK4AP+L5Bb/sosnVhnr8/h5za9VIz+x7wej+uD/hLMaYoxtftfV5Ktm6sIIsRimspMeDXDVk0DZEDystj7mUTYV1dD7oVWU87jbKeY9u1L+pWdEyevO7+TYB1bKaV2rEmTjo7awatHRgpUVPKVlRUVFRUjAQz6zezLw+z+3QUn9ABPCml9Fdy0PZfyK4/q7zNICLrQ+QaEovJxefCHambvIof+xrkNLSg4OvvAy/y79d4f28o+omK1T/wbVF74xnkrFMdqAZGAwmVmX5M1Of4Afm3c3+UNWqBf2+XUrbT+wuhE+5f0TYEyRCw1sxmthy/Qe5PDwZud3QqA9EGIPW3GX7UrUiJxsqVm5XAbzY3oQ1xT9oKaKxcWYO0d2AoULtzVK/tDVVUVFRUVOzgMLPbzOxFo2j3fJS29Rlt9h2IMivthAKXDzez3yNBMAW5IHX4KzJCRbalSKfajcRBWCwiRWvpdzPO369GNTqW+fcg7PF5GrIM/AIJkga52ODzydaL13mfPX78gI9vIqrbkfzVieI03k6zdWEKcLl/XsK6CDepcOMy5PIUS9nhBtUBzEwptfaxce5PG0O0NyR2YixhrFkFxtp4KrY6aqB2RUVFRcUOBzM7EtgZeHObfa2/EW8CPgn0mNkUb7PMzC5HtR6G0Ip/BDo/lZwJ6jDvo5ccIH1+sS1wC9lisIIsKIzmFf57kGvVFLLl47N+3i5y0HdU7oZcxfrxyOIQWOrtV5MrZ/cBf/D9N/r7echqsLYY89/I9SXa+Qd1kgVUWV09xhSWCkP3oRXDWyrCzal73DoHbTLM5Eo1DDoefoisFtsCgS6zV20FV6kaU7FjI2E00uhe2xuqqKioqKjYsfGPwAXA3mbWA2Bm55vZvwLfN7PZZvYbMzsPODal9D20cn69mV2BrAv/hQRAJzlVaidK75qA75BX5Pt9n6FsUCCLRBDuOYjgz0MB36BYg0FkwQjG9gLk2mRISFhK6QGU1jaCrQHOQhW0O4Cv+7bPI6sKwGcQmZ+KrBVXk+M3Xup9PczbTvfrnUi2ohwJ/Mo/Dycq1tCcGeog5OYV++Pal5lZaxG+4S0V1oF1jyMNtPO62kSMkMWocYNuc+f06Zv/3BuKkSwssb8xtPniONaDxurVYy/Oo2JkbEaBXC0VFRUVFRU7Ih6PMhgtQjERoHSwu/nnj6HictOB8Wa2FDgWiHoK41GA9iBa6d+j6HuCv7+IXMvhauAK5Gb0j76tFwmIhCpfl5mh1iDC34SU0hBK1RpiJpnZv6E4h37yqv8TkUsWiMwPoWJ35/m22b4tLCEP8/Ek3xe1KhIq/IePPSwoK32OGrCOf1Kw8tLdCRSrEfEgA+S0vCvYAHTtvivW/RAV0EoNOqdNhc5tiEaYKYh6a5xqK52nYuwhAY3UMarX9obt74oqKioqKkYFM9sfue58Aq2+v6HY/R8ppZchoTGZXO/hX4Fnk6tNh2vPrsga8Sb0u3qxb+9E1oDAsX6ucSi1KyhOYxEi3uciobIMCZtORLzL5fiGmXUCr0BiJ1yMYvwdyOKBH3u1f16A0sp2Au/wbacjVyrzvqajwPKoHREuUQOo1gbk+hMDPidX+LVi1rTcudrfv1dsi/iMZf692/sBWW4eQzOGdX8avPuerVeroRUpMbR0KUOLFj9Ysdq6x63XZWqzo93K8vpWm1Pa4OD1DUXnHGnZLWI9qtiy2GzB9cbQKF/bG6qoqKioqNhx8Vqyi9F9wKFO1kFEGUSgG8jScDsi1h9DMQdhzTgCEeMlwOf8mGNQfEQD+DD59+YcRJJXkWMqlqEA6PuRq1MnuVjdeJQ5ajyyJMSYfuJ9742ECH7+Pfy4cEWaDjwZkfn5ZEtKEPkbyVaNEBIHkK0TU3zbSnIhPvNzdCNR9pTi+nYlI1ywPk0zOmiuXREWiiGyK1Vg69WpaIdRuvF0zpoFHYaN2wLxHcOgbezCQ5x1qbF4ybYRZ1KxxZCgZn+qqKioqNjh8ALgVSml01NKj0dE+0TfF+49ZyPSeyGKA7gaue/cg2o29AOvQXEZOwNn+HHjyS5M/0COGzidHBvxFN92JPBNJFx28raXIgHzZ28bVg98nG9H1o4fIitKw18TkAAIa0K8whIBsrIEQ9+ddd2WAsuRMOhFIuX9vv0uJIrCbemB4vpKVhumhVaWacAu/rmvuK4+JGjGDkaR7cm6ummsWAFDQ6ShrZcdqp2VpmPSpK12/nawCRNGblSxXSMlq+5PFRUVFRU7HO4mWwtAKVMbqMZDsMMPkV118O1fIReu+xvNcRmf8n4TOTj7g/6eyNWx7/FtA0iA7Obn6UCk+1jkwnQM8Ajf3u3HdANf9nbz/bshETBErmkRcRIhGtaQs0L1INI/BZH6cFVaQg4kn4wEw3Jy2lvIhfvimB8W8zO/+BxiYU+a0fDrAwmjqE0xgZwNKrBBdSo2O0az6p4aiiHo7CQNbL0xtotbaKztbdNy6yGtXfuQW0sqHnrsqMXvHqIIr4qKioqKhxoppZNavr/PP55cbFuIYihK3IkyOkVcxvXkuIz9UNrZdwPPQzEYjyBbDhrIXenp5KrWIIK+G7IKNBC5X4rS0Q4i68AsZG24BTjBj3t20cd+yIoSzDahIOndizYReN1ArlaXIItNsOeZZEG1DLlXlWNPKBg8Us+ChEmHz1dZU2O6v7+yZf6MHCNSMtAh1g1KvwiJCrroOoatjVEQ5DQ4uPkK2W0A2lpFHuI6GmlwcMtl5KrYJqD/KHZMF7jtTyZVVFRUVGxNtMZl3Aucgoj9FSml45BlIlyQjOaUqhHb0I3SyAYrnIisGQ8gt6gD/P0uROJneLvXAb/z48IyEsvVhlyjhsjF9KLw3ot8XE9GC2yXkate34EsGivIYmOAXK8iEMHa/WThUaLbtz2x5foH/bqgOeNTP4of2fZRWDisp2c9DTcBY9QikAb6t27AesUYg+2wlort74oqKioqKrYm2sVlfNT3xar9bf45lm93J1efDuLdjYKcx3nbDmQx2bs4V8Qi3EwWJf+AREoixymEyEnIAhIuT5EKdhly2VpILsS3N5n4748sHpE2NxB1NVZ728VAX0rpWtaNmyjHHC5dEd/Rj9L2Qna/gpyCt8RD6/60sSgJ/5aKsxjDtSAeCstNxdiAUsrW4ncVFRUVFRUbitHEZcxEhP46FNcwmVx8DjKZBxH2TpT+NURIrPCvQRaFx6BMUaDYhAPIaWVBYiGOG4dcihKKo4gUtVPJ1osOVBF8TdGPkeNGQKJnsh8TGaEmAH82s+cPMzdR2G5ly/YJxbUNFedYRnORPHiosz9tBmwxgj0aV6eaialiKyNhNftTRUVFRUXFhiKldFJKaW2x6XnArimlk1NKwSbnk1f2l/m2YMjXA78hu0FNRoR9Z7I1I/BnZD2YQI5p6EAEPQHv9XYRGB3B1NEO/zwJmJdSOhG4yrffgFyu7gd+iVyxJiAXKcguVMvIImAl8DIUC9LO/Qnk6jSz+B7xFAv8+/Ji3xpyMPpDj02wBFhPz4MuQF17t8apbx50jB+/7sYWEdExcSLWPW7rWjXMtpzLV8WWw2YUoA06RvXa3rD9XVFFRUVFxUMCMzsSrax/y8xeVOw6D1kMdkGEvhcJBBCJPwxZDOJXPcj5ruRK3SCXpZm+/2FkC8YiRNTf6e2mkV2qeskxHSEQLiEXx9sdiYVneV8zgdNQPYvk4wrc5OMJt645KGj9RLJrUyu6ivb45z7gEP8+q7juKSgmpcRD5/60CUHPqa/vQQvF4Ny7t4jFoNHbJtNTS5xFY/VqBU1vzQDulOiY/NCmtq3YCGymGJ2UYCjZqF7bG6qoqKioqKjYXHgO8EdkYXgmgJmdD7wRkfHdUUakHnIRulNRPQtQYPYQEgn3IbJdkvKELBWG3JUayNXpPu8/YiDOQlaEIVQ3YzE5JW1Ux36Bmb2anH72MO+3B1ksIhZiyPseQrEbkF2UguUvY3hLRYNciA/vc0JxTXcV+9qVe97m3Z8AMa0t7Yr0UMVYtLmuocWtRraKHQk1pqKioqKiomLT8AjgYFS3YW8zC8I+AcVYTECCIYKhAeaiWhcJBUtH3YZ9ySv4YS0wJAwayDowhNyXdkUuVP2+78no9205ytg00fet9P2nIqL/Nd8HSlPbB/wBVQ7vJ4uKqJ59G8owNYQCvFf6mL/qfTTM1mGY/eQq27FvcfG5TCHbg+pyrB8bQp7HUkxBSusfe0fnpo33oUon226F22xszX3FVkNixy1+tw0ve1RUVFRUjBV4vYrDgUcjIj8IPMF396EYgtWIRN+LrBb9KP4hgqL7EdnvQ2LhOYjgT0ZE/v+A45G14yYkRE5GweK7IeLf7++TkEC5jSxKGuTg7UE/z31+bNSeeALZrarh5w0rxG5+rk4f0wQUfxExI2uBXc3s/pQeZJpdfv6o+N3hY4v9YcVoIEvN3S1TG+5PPOj+tCHkeaylXV3f2B/iGhObFWNt3iu2GhIwsB0KhtFgx7zqioqKiorNjeei6turUUamo5AL1HhEwg9F7kk9aIV/AJH/cf4eQiAhsn48IvyTEKnvBJ5KtizMRIHN5yD3qRPJLku3IzEQ7k4hICJuY8DPMQVZV/Dv0d78+AVIFKxBsRM9SHxEEbxOlInq+WQryo+AWWb2/7zfLrIwicxSPeQ4j3CD6gDuSin9vWVetw/3px0J1UKxg2PzWSrMbE8zO8/MbjKzG83srb59ppn90cxu9fcZxTHvN7PbzOxmMzut2H6MmV3v+74SVlUz6zGz//Htl5vZPsUxr/Rz3GpmrUU810EVFRUVFRUVmwNPRYXmPo1I9HIUpzAbuRYdigK1+1GAcwJuRRW3G6j2RIiNAUTkH0Nz8LYVr+nABcBJ3jbclboR8R8ArvW+7yRbHVZ7m5U0Z4QKcj+ACtN1+NgTcnka78eFcOnztr3AW8gpa09B1pO/eX+R7SnGnZAVJuI2ytoUT1zvDD8UCILc0bn5C7qN4ToTmwLrGjsJvCoeGjSwUb1GgUHgnSmlQ9H/h28ys4cB7wPOSSkdiBZW3gfg+16E/u89Hfi6mcUf2jdQsdAD/XW6b381sDSldADwReCz3tdM4CPI+nws8JFSvLRDFRUVFRUVFZsDBjwF/fhcgEg/SEAcgawO1yNCPRMR9API6VgPQa5R4/z7fJSlKRBB0RcU53smsmTchywO4XOSgEsR4e/y9+g3XtN8e1gu7kaCowOJnyEkHDpQTMQM7+tuJEDG+fcecgXvDmQx+Ue/zhAq0Vf49zwKVe2Osca1TTSzt7fMa3P2pw1dGNvx3AAAuG9JREFUBe/opGPixJHbDYdw42kMbf56E40hrKtLKV8D28Eqfxro3y6uY73Y3q9vE7A5sz+llO5PKV3ln1ciq+Xu6P++73mz76Hsdfj2H6eU+lJKdyL3z2PNbFdgakrpMnfN/H7LMdHXz4BT3YpxGvDHlNKSlNJSlIQjhEhbVFFRUVFRUbFeuFn8RSM0+y3wTUSqP45+Xz6fUpqMSHMEbe+JCHYfIvRPR6S8TLu6Fq3k31FsC/J/tH8P60IDBXV/jxzXsAIFhl+MXI4O8vc15Ercy1AGqdvI8RLjUSD5dUgwBNsNl6UEfIn82xkxEoeSU8ruhCwbxxTbVpIL74WlY2lxHVGjYymql1Giyf3JOhXM3ETE14fUoNHbLqnUGIF10DmnKFy+tWMRNjU4vLWvgHVky86G9m82pq041tVFx+TJIzfcgbEB7k+zzOyK4vW64fp0t6SjgcuBOSml+0HCA9X1AQmOMi7rHt+2u39u3d50jNcWWo7+Hxuur2FRRUVFRUVFxbAoak88vc2+Umz8AngJEg1fRkQ5fiAbwEdSSnPIVaq70I9XB0pBm8gr/glZM8qqaZ3ezzS04n+5H9vlr13J5L8HeD3wJiRoot+5ZAvKNGTdmOnHd/s5ZpPrYsRYIJP9k8nF9CL+4iXk39MZyJUrUtQasqYMkatnN8g/zqUL1GBK6Y80o8lSkQYHISWtho8GKY3pAOg00M/gPa2lObYiGkObT8iU81xadja0/7F+zwYHaaxsLRJfEVD2p1GnlF2UUnpk8frPdn2a2WTg58DbUkor1nP6dgo2rWf7xh7TFlVUVFRUVFSsD88Bvo5cc3pAtSfM7LvoR+d5ZvYb4FvISrEcuUCNB04xs39BJH++99fj+zpQoHQPIvYd5JoN30IZoi4mr+IPka0FncjPN7aHhQCyy9MKZI1Yi0h9w/ucVBwXQdgDZNIfQdr4tVzpn1/r+8o4D/zzT4pxLPVzvalo9wJykHZklSqtIGGlaacUtq9A7fWtwG9PaVi3l+uo2GAkYDB1jOo1GphZNxIUP0wp/cI3z3eXJvx9gW+/h+bFmD2Qe+g95NpA5famY8ysCy24LFlPX8OiioqKioqKivXhESmlvwK/J6eIBRHhFwFHIjenxyOXpRXot+U6RNbf5u0fY2ZPJtdlmIesCMuRy9H95HoOp3s/j0Wr/tAcTL2SZnep5WRrxyQkPsYhF6i/+zj6yIXzGojk95DFRR/wef/+Xu9rCkqT24+K7IHiLcLyYX4Nd5GtF1H1bL9ifD9sGf8QcHXxObbvZGaPYzOjY/z4kRttLaRG8/dW8m3bCS3ZXq6jYqOwGbM/GfBt4KaU0heKXb8BIhvTK4FfF9tf5Bmd9kUB2X9xF6mVZvYY7/MVLcdEX88DzvW4i7OBJ5nZDA/QfpJvGxb1qa+oqNghYWYnm9lcMzvHV95fvJn7P9PMDmjZdrOnBzzHzL5uZlM2sM8zzIZnK2b2LM/YMZq+kpmdWvT7mjZt9gcON7PfIwHxDN91CLCvi41e4N+9cnZCwmAxci1aRY4reCH6Ibvc+9jL3yMz0k5k16aVKLh7KKX0cG+3Gng8ioGYTLYCrEaiYBLZqjGA3JD2QOQ+iHtU7i6Dpgd9fBOBt3q/3yHHS5QVt8NKstDPsda33U0Otg73gDv9vYGsDZB/cw14eLE/lu8n0yxGoDVQeyPQ6O0dudHWQqsrUPl9jLv9bBC2l+uo2HCM0vVplBW1jwdejqy+1/jrKcBngCea2a0oa9xnAFJKNyLL6d/QQtCbUkrxMP4j8F/o/9DbUd0fkGjZycxuA96BZ5JKKS0BPoFiz/4KfNy3DYvtwJZaUVFRMXqY2YVkcvzfaDX6f4G3mdnNkWljmGOPAjpTSlcO16YFPwYeWXxfATwM+eefgoKbT9qA4Z+B/t/+r2H2PwsR/s+Moq/7gN+bWUTJ/oOZnZ9Suq1o81zgNSmlcwDM7DeenrATON7FxnS0EvZcFxaPRW5G45G4mEkuOLcfXsjN+1iOrAdryBaEAT8uAdPNLAKap6IaEGFtOBtlJxkozlG6MXWh7FLjkIgYJGeACsEACvKO38Lxft4DyHEfCcVbfIUcGL4zWQiAxEgUuAMgpbTQzEIwPIls1QgLSbg/RfA2wLKUUmRhCVwUc9ZF18jVtjcTrKtr82d72pDz9/SQ+sZYgHlHp8SC2XrjJDrGj5eQi/YVOxRkktw87m8ppYtpH9sAcOowx3wK+FSb7Vcgy2vr9l5Ua6ddX99BiyyjQhUVFRUVOxp+CzyNnAnjsWh1ZggFI19lZl9BxdtWAC9Fq97fRSvJN7i1YB9EIk9FZP8Vvv+fU0p/WM/5/5hSepmT83vM7FnI9eeziLz+V0rpu07QL0MuR99E6ViPAo42sz70//cr45zIzed04LlmNgSciVagpiDT+RtbxrEEre6/z48FeLSZnZFS+qCZnQG8CviqmX0SWQn28HP0oKDnZyPXnqeZ2XxycbkeFHy8H7l69hqUEWmFz3WHz+tiH0fUgBiPLAG3+r5zgA/7vjk+7p193o3sujTeP68kF8wbRw7mno9cl0IYRM2IVIynHxH/icg9a++i3Syfo46W14Dfu58DHSml84Hzi7YJpcF9LlmI9CErBz6uOd72PMYIHkpBAYw9QQFZIIwQeP2gZagKih0Wo7RCbHeo7k8VFRU7Gn6B8nKDSOa1iHy+E3itmf0REfXvoBXwy5Gg2BkRyMeiFfKPIAL7a0R0r0WuQP9jZuHaMyzcJH2Xj+XjKD94A/iCmR3rzZ6DYgq+jAhvBDu/Glk7Hjynb7/R35+Kgqt/jUjxM1wYtOKXyLRe/gKeaGYRO7EIiYkDkfC5C/ncrkGuTa8BLkRWj35yTYhZwJ/9+87+fglyVZqByHUQ6yD94YYEEh8NdH8+6NsijmKan3vQx9Hp30MoRMwGvi+h+zubHCw9hRyQfTU5WHqNjykyNkWdDPNjyoxPwXq7kMAyeNAHOhAZVPYgWzHi2Eh5NIc8/083s+fRjE12f6qoqNh6SLA53Z+2KVRRUVFRsUPB3Xt2R0TzYESsX4OCev8TEcTAbcj95AHf/p/A54D3AB9AfvbPRKTwaERSV6B0pqNBPyLORwEf9eMfQCID5Fr0GlSR+pWI2F+fUjoZEdXWc94N3Oz7J/lYO73PZ5hZa3GDexFZDxescgk2fvH2Q8T5Dymlk5Cg+T0iyYcCH/L+7412KJ7gZETQI/7gRPIKfkJkfjmyaEQ17Kh6PROJpg5yYGAXEjnXo3sX1pDJPk9ldeyyCF5YGrpp/5u3lhwbMQMJovgctSbKOYkCeRFrYSmla4rx78q6WNUyvsmo6jd+TJxjASPUqdghMUImpVHX7NhaqJmfdmgkjMFGx6he2xu2vyuqqKioGBl/RIRxX+BPyM/0TSjW4tEo7gFEdm9HFoJgdAb8P+SzugJVR34/WrHvRiviu400ADN7ORIt9/s51viuBciVB+A293ftR8R5gEz2252z3H8zmaQHqS2qjD2ITyPrA0hgRFWrI/z9Dv98qX8vSfbNPgd9yEIxgMRFt+9f7dd1OapZERYYQ4JuvL/COhBL8bugmJNJaKU+MivNRvemgUTe7d4+5i5cm8rftgbZrSmqYbf61tyA3K2ifVxnWTdjdfGCbFkZNLNdir7K+Ym+xhfbQ+SEpaK/2NeXUvo7Fc0Ywd1o1DU7tha2dgG/ijGHBjaq1/aGKioqKip2RPwC1Q6YAZyFCOyZXnzoCLSK/n5Egr/px0Qg8CTk5/9V5BJzvX//Jz/uDoYPrJsJPMHMzkFuVB3Ar5CVIojnIpTNA9ZdJf8dcKiZPXeYc54N7G9mb0BiIUj6IPDslFK7KmM/JFel/ruP43cowHx3lEXkLuBXZnYuuXgcyHJj5MJ0TwT+DQmcXyHR0YOsHe9BYiEczX8NvNmPjzoVEVfR5ef5LjlFa8RM/AXdh1k+ZshuYZG2NSpzBYG/z887lWYrw13+PoQyoYRYGfJrin5BVpFO1s0aFe5QEZdRHhOiIqqHx3MxvxhD1OzA56cV1f2pomJbQqruTxUVFRXbBczsJDM719PEnmNmj21tk1K6FgmCV6eUTkXpPWd7+3NRkPO/AF9JKS1DRdQ+heIEnotiGd4C/DiltAa5Ql2IyN+f/DTnI///EhFcPAHFS1ybUvqNB3a/F5HWmcD73IUp8CIf95eQ69FLUOaqpnOmlH6GgrNPR1mgnkEmyK0Zod7ixwwhq82uiCS/HZH3Q5ElBRSQfa33828ppTOA3pTSWhRIvsrbfRQFV78EuWfdgCwxU8gCKeIcnhjXhURCaWGIzEtvQ+IiLBGG3KgmICEVfYbLUScSJmX16i5ywHUPupeBfiRsJiAXtA4kPH5QtAkxEOIh7m8pBnYlC4dXFOl5w6qxhuyWlZBYu6a49kiF2+npIktU96eKim0IO3JMRf0fqqKiYruBmc0CPgY8I6W0wutAtNaK6EgpNVJKD253cvyylu4uL/Z/tNheFic73/c3UEap8jxnoKxADyKldBcwx8z2AT7pIiH2fRetzJftTyiOO8M/v6Ro0nRO3//Olk3DpR08vxj/rWZ2SUrpNjN7F7LeHAU8LaXU55mo/oLclN7rFbQHzOzrKaU3mtmXkWVnKvCclNL3vQ8893k3sng8DlliJqK6FOFm9hkkXI4gC4VBlFHpEeQUr2ERWIuCx3uRu9a7gW8gYbII5WP/go9nvJ8/oYJ8i4An+/fpwPe8XRD7icgaNUhznY1VSGQt83ZRfRskEMLlq0RHsf9pxbUNIVEUn9cgy8ttyEWroqJiG8b2KBhGg2qpqKio2J7wFOAHKaUVACmllSmlqwHM7Foz+wHwHjN7gpn92V9P8P0XRydOonFrx+e93et82xlm1lQvwMz2N7PLzezXbu3Yp2X/V8zsQjP7rZkdAXwR2N3b/9nM9jWzi83svWZ2iVta9jKzmT6G8zzNLWb2NO/rVlOFaszsfWa2u4/t/5nZWf4yM/tocY1nmtk+Znapmf3MzC4wsyYhg2oqzEaE+9u+7QS0ug4iyDOQS9MrzOxKmt12Pmhmi83sb2Z2DUrd240CvPFjEyL7E33bz8lF8CK1ay+yMBxM8wJYL3JR6iTHf/y7v0fV7J8hYbCcnF1qAnJne6qPJzJCHYWsKhEQPh49R91I0ISl4mrkbrXY23UU+yJWoxURG/Msfy/d2SLupo+csWqfNn1U96eKim0ICWOo0TGq1/aG7e+KKioqdmTshtxtMLOXOFH/vO/bA3h9SukzyE3nSf76eLuOCvwSVTU9w8zGpZTObFP87l2oANpzUArVB2FmjwImpZRORMXwXuq7dkGuVG9Frk/dwCkppeNRXYb3I1J7fkrp8cBbvT7Gu1AMyH1ohZ6U0meKeIkFKaWnoEDgqNrcil1ozuYUY90fVbru9f5PMbM9fPe3UkovQ+5Zk5Fr10pE4O9BK/2rkdiYgmIh7iQLjk7f34d+ewZRkDeomN/h3j4hN6WJiMSHC9H6sJbsPhWB7Tsht6RIDdSP5riLLAYiPmINmtewhkzw7RGsHcuOA2SXLSte7yPXpNBOicewXkQ2sBAioMxdkONIALpSSte3XNtD6v7UMXHiyI3M6Jg0Ccywrq6c/ahDZTk6xo9fz8Ebj86d1i0eb10tc/RQZGLq6KwZoHZw7KiB2tX9qaKiYnvC/fgKcErpR2Z2KRIQoFSrQVBTWDO8UNyDaKkzAHB1SmnIzOYiwXAP62Jf5FrzaERkf4SI4BK06n2Ou0PtilbfT0dE+GKUKvYAtKp9nZk9GgVZPxy4EujwwnKXA3si0n45cCTQ51mknolW3XcBdnYhMwFZG/4BuNitJyf4ufYA/tHMngZMNbPJfv7XIuJ7Ajke4Te+7Rtm9jtE+Gei4nD7ITLeg4Kel5CDto8jZ6OKAnXjUHrcnZDF4kBvewHKorUPsJRM0KM2CP79BlTXYTbZpeleVJPjwz6OXyFXtlXk4PoBP+/RKHj8L6iCbJD8hX4PowL2AiScyjiPt6Fg7v3JQdpDfs63k2M5QDVM7iyO/b2/R/pYI7vlRbpb/JgxhcaaNSM3SonGav1pNRXN8+JvDxaD28wYWrwE6x7XlP1pnaJ9WzMTU1lpOyU6Jk4c3fxVbFdIqbo/VTC6AM8dBeEK4u4SBwzT5owiIHGbgZl9ycw6zexkM9vPt61zLWZ2upk9dQuO4ygze8SW6v+hhs/vJ/3zxetpd76Zba4FjrOAl5lZBEiX/ZbuKR1mNtXMppKrHJuZ9ZBTqQaONFW/3huRTcxsFzP7gH9+FSKDR6BUs8tRoPJFfvzBKJMSiDSvRUR0PCKjn0apUfdDQuHjwCeRVeMl/vkm7+c4v45jkSD5F+Bc5CITIqIPiavfkFfjI5B5OkrtmpB70P7IxelU5N70Ah/f5SmlIO0HFXN5LlrVn4PI/1IUB7IYkfKwllyBMkmtIa/CB/Obg6wcV5MzJr2InKlpio9tMrkoXpD4KKTX56+EhMzRwFf8+1NQdqUhJHxAFpHVPnefTym9At3LyBQVRfHiPNO9jwXk9LPfRmLoTiRSuorr+yPNz9cM3Irkx/+BLCbiPCEkSha8r5kdQjM23P3JLQQPvm8sWvV19Ge2VVfi11eHIg3007XLnK02lvXCBUXXrhpPFRQ7LlKyUb22N1RLhcM2IMDzIRngNowNmbetMccppbf5uU5GxOyOYdr9vt32zYij0N/gVVv4PNs8wnqQ0vqXHVNKC83sY8CvzayBCFtr1iMQcf8DInkf9m1noueh9b4/H/gS8N2UUr9bHK5PKX3K978KWRt+iAjxWuDzqLp1Qu5TM4B/9n03I7I63c/9WCQawsf/MOTeFIzkYt+2xD+vROlkj0TBz11+3vejLFS3A09Hq/rvQ+T866hAXT+ydtyPUuE+E6WFfQ0SOncja0ePKQsWyALRQKLn+z6nXcg1ayKqRL7Uxx8i/BhE1IN843NxB1mkTCRbJP7o8xir9g2fq6iaPdE/z/DzTPTxGhIg+wGPIVfPHuef9/Bx7OIvA3Yxsz8jsr8GibGLkGhcikRPp9+LcWTrw4F+LQeTMcP3v4QcCwLwQErpcn9sO1AQeskgQlxAsxhpx0IvQqKCLrqOabN/XbiF4MH3jUXrn1v0t5XrMIxUh2LwgfnQ0Yl1dm65mhWlFWIEDN5735YZQ8U2gu0zs9NoUC0VGQ9VgOdHzexbZvYnM/ummX3Ij/mw7z/dgymvMLNX+LZ1gkKHCdCcZgoMvdBykOek1gBNy4Gfl5rZ6e0mx9oEexb7un0cF5rZz90KsI8puPRneNYab9tjZr8xs9+b2Y993E1tzexlPgeXmNmR5Rx72zP985/N7D99bloz73zOzA43syeZWdzH75nZzn5vxvm4/s3M/s0PO7Vl/s4ws9f4Oc/1ebvSso95nOvTPtbzzGw3M5vt13iemX29mL8z/T5/xw99HfBuM/uhFZYSb3uyv37l9/liM3upz/PvzJqXCc3sMjP7qulZfZGZ/cLMrivm78t+zy8ys7182xt8Dj9rzc/tv5jZX83s1b6t3TN/fHHNL/T5+obP0+/MbMYwz9E6fyvF93bP+kdNz+nZKDtOtH20mV1leuavamn7PiQE5uMuPSZLyH9ZtkYd5+3eC7zZzP4PeDFwWkrpQ0U61yNQfYXbgPFmNh4R8cVm9gMze4a3+Q6qLB3VkA9E8RU/QjELb0Wr+ctQFqCJSEicgywSh6D/j8PCciMSm6vI9SvCCrAHcsFahATDkxFJ/TSyPJzg3/dAlbJnINesKYgsH4DiJh7h/a7x7fOKOVuLgot7kQhZ4mOa4eOKYGkQKZ6GCPVksvUhREVgMTkguYHIeSy9v5zmYnMdZNFxI3Jduo5MumOVPyHrzyTvv9f7vtePXUgOAI8sTm9Dlp753maCjyVcpcJFLqp2jy++9/n1DZCzPw2SC+f1pZTOBFaa2QW+ba33WZoZokgfPvbYtrxN8bvtJ1B7Uy0n64F1dpKGNlFErQ+1oF3FBmBHtVRUUZHxUAV4AvwtpfQEtNp2Q0rpMSi/PMCFHkz5GERCYfig0NYAzdcB/+MBohNNvtqvowjQtObAz5PJJvsNwSBKPXkiIkqn+PadgRemlL5TtH0WcGlK6XS0KkjZFqV3/Cf0Q/pSVBtgOMxGriEnoVXaEpeiuX8scL/J8jQnpbTA9zfQyvQ7ixSc6wtwnYFcQ76AgmtLHA88zoNp70dk9V/8+0ozO87b3er3uc/MHoNWiD+XUnopw8NSSs9Ebj3Hek2Fe8lBnoGdfC6ejFbVXwK8gRyE+36/5x8DXu8k+wwf+y9a+voJIqav9O8fZd1n/jPAM/0af4qI8ryU0inA1/zcG4p2zzrALSmlJ6WUFhbbPoT+Rl6DCHJTW/Qs/82fyRtZ956VGJ9SejLwHy3nBT0nQW6PQG5MD/4Np5R+g1b8X+tjOhaRzQZa1b4OkdH/9X6WkwOBD0SWhX8tzvcwb3Mouse7IJeq+9H/Q6v9+NejjEenIItXH/p7uQRZQWb6HNyL3JB283NORAJhIbJeNBBBvxaR8jN8/Gehv8dWmPd1KRIba5DlpAMJrygG91NEvDvJK/TXAe8gr/z3+LlX+jiWkuNV+v37i73Nwcj6Mc3PcRPNFar3RRaQid5/BIevJbu3rUJuUAv92KVkwRauSbuRM1L1kq1OMf5esnXlDrIlJdzL7jCzTyABd7JvW+p9xjgafkz0c2Mxv/NYF2O/ToWvcXRMmtReOMQayKZaTlq7LYKy00A/NIboPPiAzR8ovQF9dUxyjbgFBdT2hnWC67f2+cO9bjM9MynBUMNG9dreUEVFRlOAJwr0i5XRdQI83aIxqgBPtKK3M8MjVjfvKz6vMvlxH2Nmf0Irmof5vn2B67zvG9r0cy9yrdif7FpzBVqhPAgRgsitP4tcPOsPwK5trgPWrexbYhLwbV+Zex45VeK1PsYSEdAKufhT2XY2MDelNOC5+ac1H9507sUppXl+b1rPcwkSFPsjt5Rn0lzpth1a56/E33y+2u37V+B7ZvYlRB4OBT7jK/Gnkufjan+/hhbXOoaf33bPxn1I5JRYmFKan1K6D7g9pdTb0u49ZnYREh67ofs+z+f8mpa+bkgp9ZFXUts+8ymlRf7e8Gt+kV/zBxCpHRbDPGPtnnUoSHyBqSmle/ze39qmbbtnf7g5Xt99+RxyJYoUpo9Fz1YTUkq3uID5M7B/SuloYL7PzfXexy8RmVyGiP91SEDcFeP0+9aLiPYdiADf5u+TYtwppdVe4+JPyBrSi9yH/orcrFajtLUggfAnJCauQiJjHhJCi/28b0JF5T7n53ghek4GkKvXyYhgr0KCMea2i5wu9WNkohzPTgM9M4Pob/9z5EJwkDM1XYQExfJiWsej2hOf8DGFlWKIZvHR7/3PJVsAIgvUPLJVYw36G4pn+Giya9bh5ExOITL+ioTYm7xNuH2tJFtIutDzc6Fvuwv9X/9gnQ5033pb5uVmspCJ/+P6kfVp24Ov4jdWr24vHLbQKv86QdnA0K130jGum44JE9oc4diChL+xVsY269j+COOWxPriZoAtes+2hIVrR83+VEVFxlYJ8BwGaZjPhlwvXoOq1sYP7p3AEd73Yes59g60ugdaYb0d/Zg9xgfdgX7ErgdOdeJw5DB+68vJguOwln2noRXik1C++fhLaRcbEQGt0GwNiLYLgX1MLlX7FNccLgjlHM80sz3MrFwFBMAtErsiUnQJssZc2jKWgZbj1iec1rfv3JTSy9E9fhqa43eklE5OKT0S+LW3O7J4v73l/MvJq53lNQ77bJhZl5nNGUW7nYCTU0qPQ6vphu77nv4MtFplWu9/u2c+eb/xHN0MfN+v+QREbNthuL8VaP+sQ/vnaIXJ1WwizUIg2rZ79oeb49b7UuJSZL27BBHGF6DMQSVa52t9DOokRP7/iKxJA4jMl2O/0LevQYT4aiS2g7S29n8fEgevRgT/00ggRRKAp6I5Td7u44gsj/fzhNg+ChHg+5EAan3OpyLR/AU0Vyu8j19735/x/jrQ/3ldZCEU/2/sgVbxV3mfE/37ScgNLJzRO5AlYw5KWWvAZeSMVMd4m25v14MWTKIyt/nYTibHOeyC/u87wI/dnfw8x/8viVyV+wneV/T5KN8e7kqBRyELlSHL0eNQ4HkIrxnefz/NQdod3u/e3q6H9th+3J+2BlIDOjqgcz0ktJ3wCWvLaFLorgedM6aBWVvBU9EeaWho5FiYzWzlah6A/9e7mcRvYsd1fxqjttStj60c4Nlu5XU4/BL9aF9Ddhf6PFp9X+DbBtoeKfeaH5nZa5Fl489mdj3wfVMayttTSq8ysy+glJcJBX6+qU1fv/CxPINmtyVQessPmNkjEXG7leHxK+CnZnY2IhZNY/fUnV9DK5eNYiy/c3/8y4vmi5BrzlG0d0W7H833XWY2m3VFxfnAp90trJ3bwWjxKye3oHt+LvCfLlAbaEUY4FAzOwe4O6V0mZktAM40s8MRCX+3KRXoaH+N9kExAa8dod1SZPk6F7cSpZQGzex7aE4uY/hnCNo/8+8H/tfM+oBvIpepr1gO7v0SuQZBiTNp/7cC7Z/14fAJ5FI0XAXiXwI/MLML0XPwWUTs2s3xgJn93ve3ukldgeIdLkGrzU9PKa325ynwFzP7FfBvjIwF6LkL16Kfo2fkGvL/x/+G3M/CBeh/0Or6A+QYiFYsR4T9SPR38ViU1nR3ZKGYi6w4MxC5HvA5eCHwSVM80zsQ4W4gt6MfowWHwFmIDL8DEe5Jfs7kY90DicvD0f89B/i5VqNYi5hzQwIlVupX+f4Po3s1hJ7tO8kEP9yEjkZWtkne7yQf7/3IBXACOeNVp7/KQPHyVzyyOkUMSLwiBqPLjymtgtF3l89hBJXH89CNrDFHogB2kFVlDtli0oH+NkJsxeLeENl1tMSGB2rvyEhp47IuhbWl3bEbQDaHFi/Rhw0I7N7h8VDP02Y//44bqG0jJFOp2Ei4G8gTUkqbfbnCzLqcFHYisnPCljjPlkIx/m+g1e3LNrKfi31VfMzDzD4KXJxS+tNm7PO5wNKU0rkjNm5/fNyHRwOvSim9fsSDxgiKsU9CMULHb2Q/J6O/0w9uzvGNFZjZbcDrNuQZMSUieEtK6b0t23cDPogsC19FCwQXpJRebGb/gFyVzgB+gBY9fokE0R3I9alciR9CYmIaElHPRsR7EYrVmI9EyB5IEO3px6xFQuItwD8iK1ssAi1AQurbSAA9hRzf0k0ufgci8yuRyP4/FLw9FcW/RH/dfr7IPNWLxMQ4mgvdXYgsLC9GAeX/gtz/no8sI58jF78LK81X0EJCBHp3+fiWpZSa8qOaEn28DmA8E485wZ7CVsPmIMZmqtewejQ1DDe875HGZz090FCbLZYZqhUdnVt2Zb1ii+JP6WdXupfBRmHigbulA7/46pEbAtc9/ZObdK6xhmqp2Daxn5n9Fx7LsC0JCsfvTMW2bttYQVEBKaWfb2IXbzGzZyGS9MoR2o41HG9mH0ckbaSECTsyLmYDrXAppXuQBawVS1NKb3Rx8W1EpGO1/wRExt+HiPKuZKvmnciKEC5c0GwpegOyEnWQV/xnI+tLHznouhvFNCXk0ra7bzffN6u41sgyVTLO5d5vLzmr0y5oYeafyL+Hq5EVYjrNlo1OsqVosu9rIKtKuG2F++xK9Gzi44wMWebHnl70HX463cW4S4T7E2PK/Wm0giMlUv/6DKGbgNGcv5Gw7i5Sf38OxN3Si6mNoSostkVsRuvS9ujaNBrUmIotBPct3yK/ABEUmlI6JqX09S1xji2JlNJpKaXjU0qbRGS3FSsFQErpo5vTSrE5kFL6YkrppJTScSmlW1r32xguBplSusDH/oiU0q/KfbaeooWm9MA/KPo5f2tbKczsZPOii6NsP2zhwJGQUjojpXTbxh7fgte7O9lvkRvbscAcMzsLuSB+FcV0XISyij0HkWQjZ1DCv0eANShmZC45SBpE8CMNayKnb/07OV7iXd52CRIK3WShEbUwEgqMh1zpu5tM6PdAbkrhVhnVt6eQA7ZBFovx5GxWg8W+3cjxOxGbcQbKZAdyqQv3r6gwfjA5hqZk3L9mXYzN7E8bQL62aKrX0Zy/3x+1lLaeq00VFNseNpuggKFGx6he2xtGvKKxTCxa4YShnU/qcO2/5C5EWw2W6wGsU7OiaHOyeSXirTSmr27EMU8xs6vNaxlsxPHPMrNhMwRZURdjW4Dfz1H9D2GqpL1R87ax8Gfqo/552Pvtf+ddlotBPssD+J+FiFXZdpP+R1wf+V/PMWaqg3HhcH+7KaXfp5R+N0wXU5ErzfrOcXHL9839P//JKH1063n3MrNBtwRsFpjZK/z/7fPNbPeRjxgeKaUveYaraxD5fTgiy5NQ/MSnUfa341C622ciK8Xp5OuNhZZJ5Binw+MUiJRHBqeLye5GXT6GpyArxWzgH/y485EVIqEgeHwsIDEyw/t7I7J8RBrZQRSL8XYUVB1juxlZI5aQXbYm+zHX0iyAwo3q7f59blKdiluR+xcoHmmNX0PEacwjB6uHwIkYjbGD9ZGssrr2SHgICXYa6Fcg8OCgxroVK4FX7LgI/TrSa3vDepc9bNurMr0PCnQb0X/Yx/22UbSLFI6b9fb7D89DDp+Ht4yyXXmfnwW8OBWFmjbwWXgWSu+4ZAOGu0HYys/mGciXfL3n8zFdw7ppXIdru9nHP5r7TZtikHjqVTO7FgXw3mBmV6A0tQAfTCn9qYx1MbPzU0onu5i+ArnJfAf4L+R6UgYCR+zJ7sgH/zbk7vJU4KyU0sdRBqGjkO/6V4E3mtmbUPG0tWjV+eHo/7bvoYDwbpRV7AW0ERWmBApPQe4pvdpkJ6OAZAO+7osVL0SE8q3IXeYOP24KIo1DPvbbUcKDC1CA+HQfwwof3xnAs03pc69HtUUmo0DkecD5ZnYX8LyY//JZMGXP+iki28v8GuegVMC/c5e2F/rYj0Wr3B9AyQN+4eM7Gfn1/wKR3OtTSv/Uch+e7tc2DlkV5qCaGcsQUX40IsY/QQkV/krOqPQsZFVY7dcdMQURi9CBxAGIxO/JulmtFhTHxLheh+71geRigBf49XSRRcAL/H0puuedyGVrHLpXYe3YG1kCrvE2UYBwor9iTBcga8SFfi1D3hdItLzV+zyoEMqxKPJksoVjJbrX8/z4qWQx0Y3+PloxNt2fQPUFOjtJfX0jNx4jsM7OrZKZybrHbb0YjorNAuvq2mzPRnV/ao+Hssr0mVZUH7b21aGfbWZ/cUvKU1Aw28tNGXYwsw/7Oc91K8Y+1ly5OVZl9/I2l5jZe4sxfJd1K/me6RaOS8zsA2b2NVOV5Vf5/gPM7A+mysAf9G2PMlX//RHuMxsr8aa0mOeZiu0N68pkZm/yeTvPzB5hbSpc+1z+xMzONlVhHucru02Vjk2r1r8xs/8FTrNcrfpIv64/m9nLir6/RpGtx8xOQP7S3zOzE7z9N4DPr6ePL/s1fsRU0fl04Idm9m5rU0l5mDl4hs/1f3pfPWb2x2L/uaZUtOV4zjSzA1qew6a5bDnHtaYqzVeasgRhLRW+fV5/68f/xMyORUT3HDN7+TDPwIPzaIUlysze6/2ea7nS9bXmf1vFuPbxNj8xWYie4+e42BSsvM7z7tu+YyKvLy/6ivv9fh/j5WZ2dMt074aKBs40s7+Z2TLzytWoQNvrUXagH6KieJ0o29IVeLYcUwD4UWZ2CRIQv0Sk/SNIgIEX8TOzr5hca16CyPprEDF8Msok9Axv/xOU4ed2YG+/to8iUnc9yjr1Nm8TBHcByob0AhRMu6vP02wz+wmKA3gsCqy9FPn/A4xLKT0drU6/GpG/hUgQHeV9vRaR1J8hsn0/EjcT0Er6mUhMnYPI/RsRUb0j5aKLy1JKT0UuO49FYvsnwAtNAu4g9P/so/0Zvg5Vbj4dLaS8D6UwjYKDz0dpb3f3MY/3OVnm4/hC0Wa+t3mEmU3y5+w8729/H8cUFGPxOt9+CRKY5yC3odmI5O+GVuw/hiwRnagw4TKyi0+H349IbwvwnZTS7shS0FG0ex4i3qVb1Bt8/HeQU+Z+sWgT1rQf+vs0H0tYQBaQ61RcgUTir9BCVFge9kAC5R5yzMjjkBh4GuvWxEkt2yKz15PJKXAX+vkjFmMNOatUuEwZ7RdZxqb7U0Or/2NSULTWNIg1wZRIg4Nbpdhax4TxIzeqyBgDFqTNJigYXTrZ7VF4jCQqHsoq063Vh9tVh34u8IKkKr7/h8jHf6eUTjWzI4Dd3XXjTeSKy+2qPL8X+IhnkDnFsvtBu0q+oIwnxwOvQKtfjyVXLv4U8Gqv2XCYKZPKh9HK3evIOckDi4An+sruVDM7cJh5eybw+KQKxlcP0wZgeUrpNESOnsPwlY7HpZSenlL6v+LYT6CqvI9DQbxhir8kqUoxACmlSAn6Uv88C/hUSukd6+njfL/Gp6SU5hXHf47hKym34r0op//HUHXsPmCuk/iDUeD3QMt42mF9c7knIorPAD5icrH5J5orfO8FLPLjX5hS+gta6Tw1pfTftH8G1plHM9sFOMWfpQ+Tn9Hyb6vEDETqPge80vs6CwnDdZ53FztD/nfUWn8B4Ms+xpeS/dMDUQzyEYhYHkUuWrg25WKQ+KLDTLT6ehLZEvBxRPRPwFfSffuNNAumRwGT/G/7BrKrjAH/4H+rUQwySPABSNw00L36IPr/5/mI6J6EVpofTg4QfipendpjnhYiq8FnyGler0GCAHKdgTPQKnIXWp2fiP5uu9Df2ApEYndF924CWtWOfuL/jwHkS78SWGzKmPQ+dP+ejwjleUhwfxmJlj2QleDp6F6/DhHMp7jAOB9ZBL4IHG1m/8/HsRQJjjnImtCHrDzvRCLhLh/T033f7uRg/WPRPb8UWX7XoJXya/zad0fi74k+1uegjEd9PpdPQBaDw5BQ2I38W2OoQGCv99sArnChexe5ijXeX7S507cdgSwsh5DRQKR+IRIqCf0/BLkWRANZvmb72KI+xJ7o/51/KsYYcSD7kO8hyOoSQqh0U4oYi4b3PdPfp5LjRm5FKYGjcN4MspVugCxKdve/5YpNwQjuVlvDUjG0ol1G7YphsZ35AqVRvrY3jCTXm6pMm9mlSEBAmyrTAGbW9Nds1r7KtJnNRQT/HtojyN41iEDsT65QeoVv+yTwQTPrQkSuxKFAuF3EtUD7Ks9l9d2rkesFtK/kC5kc3Y9cDgZMNR5ApOG//bKnox/g6U6kMbPWgNidgG+Y2XT0IzacP/VHvF0/KmBWPo/lHJfz9ij0o/YiMzsN3e/ItnQV62JGUhVrzOxOchXwkepqLEjKGLO+PmLO1rIujjGzj6Af6tbCeiWG/JlbbWZRefaHiGh3IsLYOp5289Q6l2Wl7dtSSqsQiZ1GUeEbuMvMpqWUbjOz683sh2huvtAyznbPAKw7j/uQifoVPi5o/tsq8beUUsPM2lXXbve870d+Hv5/e+cdbldVrf3f2Keld0LvHUFAkF6idPVasKECYr3We+0fKlex92tvqFwEe2+ICGIoiiK9I6EHAgnp9bQ9vj/eMTPX2dkn5yQ5aYf5Ps9+1tprzTXnXOske413jvGOcQOKda/iDDN7FTKGGn/f/ohW309FRO4r5Eriqa0BmIrizQd6XDUc3BSicxD6N/dXtOKciryNpW8xyOr/v8fI///m03cF2NAK9XJ3f44pbGkE+rf+Q1SE8SxknO4d481092PN7CK0Spw7E0n5HDKCJyPDbyL532gKPRsZfY4jx8Hvh/697hz3+BgyGn/v7ueY2Y7kuP6Ex8kr1fNQulWP53EuMmp3QH+7RC7uQf8njo4xzkNhQ4sRGfwh0iTsHHM7HPhOjLc8+rkD/T9MmZWWIkL25uj3fxAxGo9IyNK493nodzbpCfaP7dPQ3+8O5LXYM+aQjOS5cY8vQmR2CjKyU+2I58S9HhbjXIo8BjuTU7+m7EkjySFJyUq7khzeRPS5HBnzL4pjdURKqnUg9o8+xiDy8htE0m6M574duXCeketRJFhcXyUaaZytYr8V+B1KF/s9RNCI53UYOdPTYeT6Kh2IPKVCgAfRNyywefhTqYNQULBpwsHrw88LMRgM5KnYmFWm969s76N5hdyH3P316EX7LvpWKL4H5a+fFqu3KaymWYx6te8Dyat4/cWzez/7adxXxJgHoTjjhabKz6NRmEAVrwR+E+3/Rl+CUMXN7n4WWpk8i/4rXDc+t/4qHTe7twUR/tCGDNLZq2lbRfV8f300Pqfq36q/SsqNqJnZqPAkpZC0K9FL9+jYb5xPek4d5Gff51ma2UjLovHdIgxkG2RArFLhO/r6oru/CjjZVNW68d9e47+BxnmB/p2lv1f6N92sXUJ//+6M5v/eH6j03xjeBArFmYY8M33+3cUq/keQZ/EoZLwnwpt+N/ZDoUF/Rkbl101FAOcgke0CVHRxGiJNz0Kej4vcvSv63ZG+//9WekdpvpDzdWBfU5G99yKi8y3kxXouKoi3U8zhZmA7M/sDMvqMXPEZcgXpTyGj9syYU1qNTrgdeSaI9nciz+jVyLjdBf3b+gPyIFwdz+V5cU0y5mtx7ZvQs/8e8rC8DRm1RyNiMCueVVr9non0ISuQJ+Y5cR//QH/XKxGxfRIR2LT4cg8ylG9Gf585yEs3KcbYA4XFXUvOkPS/5CrYE6PPOgrlegsyfpegfw/PRB7aw+OZJXJxODKY70T/ftL/i6Sn+CeZRM6O+zwAGecryFWnr0WEv45I392IyBzNqoLmNkQWOuPZTKkcT0ikdF7MIxH355BDqVJdi0QQElrinpeRtRTLyOLufcn/h36O/g5/IodPHRp9LIq+R5JJeheZqCxj1cWH5uFPw4lQNIYrFRRs5niqhj+t1lPhG7fKdGP14btYtTr0ZyI0agxy698OfMrMfuruLzezx2Pl1tEq9p/7udXPIH1AO1ppfHRVB8ug8UHg/DA8u1GI1sfQ6tW/WTVn/BWowvULB+j3W2a2M1rVeg16sf+aVStcTzazP5MNkC4GV+kY9Lf7EXr5fT08MANMa637uBQJYH/O4CspfxYJJW8mvAuxcn8r0NqPqPlC4P/imsfjWOOzPBK99D+BjKHz0QrtW7x5he8dge+Fh+x+ZBhdjCprf5fm/wZWgbs/btJl/B39nV7drN1g4O63NP57d/fzzOzN8f/oIVb9t3cdep5X9dPnFWbWg1bcR6OVXYD/tVzd/DF3P9HM/oEM4XcC73L330X41adMMfr7AMch4+286Oca9He7zsxeHcb4YhSKNQG41iMdahATzGweCpc7PX47Wj1SE5vZ14FvRx+vjD7+GG2nIQJ1PXCP9a0gfRD6d/d7dz/XJDSfjkgncd//hX7/rkfi5hMQ6ToBGc/3x7gXA5909+UmPdhRZKP6O4j0/C8iQsegf29nAne5+5NmdgnywH4bGcQ14ODo7xvo92IeIqq/QGFPh5GN5yXk/0OPxZy+gcjBexCp2AoRi9vQ/48Pod/pCYjYHhx/p/3j/Ez0G/2x+G3ZDpGJj6L/Q+PJWoRfAvdV9CKY2RfTbmwTkYQscm8he5IcGeMn07dg3jfR/5F/obAlQx6KdqRz+R9k+C8mi8vT/8FajLEYeaR6on/Qv8cUengj+d/D5Mqce+N57kH27HVF3zPQ/68XVOb6O3f/V/xGgP6dLaNv/Yz0e9Ua+y1kEjIwhpOnYmPnehlOz7Jgk8BT9Z/TBq2obYOsMm3rofrwUwEVI+u7G3su6wOWqyhvC5znErdiZp8Ffu7u/1p9D/32+05kUM6wzahK96aEgZ7bYP/vbwwM5v+NmR2HSNNkZGj/JwoJ+yAypN+EDNCHkA6ku3Ltyv6tb2asD6PV/18AB7j7kWZ2AfDx+LeYMmddikJjQAsFn0FaiDYklv4v5J3YCnmnXooI1POQEZsWGA4nqoeb2VsQmVkecx+NyPe9SOczKX6HF6OQqCORN6IHGepfBo6Jvqr3dy7yfL3b3X9iZvsjQu+I8KRV/hWIjDyByO4zyd6+LrTwMSXajYxne0W0Pwp5f5IStheFER6IPJM98Xe6hRyyRfQxCRG71yBSPJHs7awhb8ge5BCohGT1dpLJXk/cTzcilvvG/P8GfMDdr4oQyza06PWFuCb1/QAK/UvHWhDRe5n3zap3EQpDpJX2UdPs+RQMAmtIFFrGjaN30SJqo0evn+rfBZsN1rWidseu2/p2n3zLoNref9o5paJ2QcFGwkvM7M3IAPovAFNV5R3XllCAisAN0fwK+kHyNGyK8MGld34fWkmfEZ7T+Wh1/APufhXyzg3Yf5V4uftHkLej2vasyv602J7U0GUzj9a+Dd8viE8V0+ODq2hmY7a5/SPE7+PR5twm41Tx52hXHefXyAP0NpQdLFXmTtqGJciwT96bI5Ah7WRvSzs5E1MiU7gScGyJDPhkLXYhT1sKX6p6PE5CaWd7Ut/uPh84ysw+gTw+E2Oc+YiA7U4Oj3uMHPL399ifRC6QN4YcKvVjQtfXQK7TO/ZF5ExQxP6K2F9K9mDsgbQlK0kF8pLurc5a+2RKLFgN1nDBtHfRIqUUXddsVrUWeV6eqkvVBaHCHn6hTYPBBiUVgzUsBvEyK2iCQRpHmy3c/SfIUKke+1A/zdd2jOKlWAsM9+fWaNjHSvKwu+dIsnD6OnTxZmTY7xXhf+m5JUN8GfIitCBj/P/RV/fQi/QeE+jrYegxs+cjQXsH8l44Ctd6FlmvMZesn5kdY7STK2Inr9mulT6SyH0iOVtTC9JGvJ2cQWob5AlpI6eoTWFMSytzqMLi/Aj6psZdGnOAvhW+O8mZrhI22ToVmzJqo0ZRX7Zs8O1HjxahaGmBdc0OVQjFUx5P1X8CAwm1CwoKCgoKBoukU5iEUlhPjO8phew4cjbFZSiMK6WNBb2TFpDTtFaN7U+TQ54SdoprUrvtEHlZjsTSVa1JzVT/5QDk7UwxLotRdiyL/tNSdR8vUvQ1utJnR4ydihCmjFHNMLLhe/U+0tyd5pqyTbNOxSaONSEUAPWlS5vX3VjTKtwbsXp4waYCw+uD+ww3FFJRUFBQsIFhZjPM7LQh7G8XM7vEVNTvl2a2xWranmVm90TbzzY5v62ZfSb2U7vpZvbyVXvrc92uyJBPYT2nIQM/EYgk6AaRiBoyrtvpW8eiE3kZqimB7kIC745KH3fG9Quj/+Q1+D8kqP9atFsS1yeMoW8WsLFkYuLk7EudyHNRd9VzqSOtRyIfaS1yOTnbVDPF8TJyBrB0j3Mq9/FQ5fhfq3qKgk0A7k/dZeeCtYcP8jPMUEhFQUFBwQZEiJenIt1B47m1/U2+iKw/mIyyS/U7BZTOuJdcE6SK95GN5O2bnO9vnik18TJELEajlLtJmNxWmaMjwzxV/K6+YreI8Z+sHNsz2o0jZ4Rqiet/SE5Fe6e7/xfK5nRCtOtFwnIq140heydSGFNVpwHSasxCHo7pcWwFuZZFS2wTiQLoslXT3dXjvquEI80XlE444VQzO4G+SOFPe5fwp4KCzQA+dCllzex8M5ttZrdXjp1rZo+a2c3xeU7l3Ptj0eoeU32ydPwgU32tGWb2lfQ7ZWYdZvbTOP7P0NWla15tZvfGZ1DZKQupKCgoKNiwaNQdUPEaXGhmW5jZ7yLd8Dfi/MlmdqWZXW9mZ1Y7MxXa26NhjKPMrMXMLjCzb5jZVZHUAFTwbRpKnfo8yzVaEl5S2a+mdMXMbokQov9nZseb2T/iczxK41tDoU/pbXlKbEeTjepkkPciIXXyEKSMWZ3kcKEUolTN9JSKE+6FvBxvQl4QgG1MNXL2JKfOHosybIFq4YD0hCmt7Xb09VQ8PY7vTTb4t4o5bxVtqu/OdrK3YS6qaF5FmnvVgkjeEcgeGQeecPfLGq4v4U8bGo28sNTRKFhTDJ2n4gJyWGkVX3T3A+LzRwAz2wd5iJ8W13zDVBcOlJL7jSgZxe6VPl8HzHf33VCK8uSlnoQK8h6Kinh+2MxSOGu/KKSioKCgYMPiZJQetUb+YT+AnGnoI2QtwmFmdjh9jftzGvo7EK2Evz6SYXwQrehPRWLyVPTxtEjH/CAKDboHGboLG/qbgurZNOJm9LJKL6kvxn4LfT0B7WTdQSrMWV2lT5mdWpFXxemrRZga31/s7mPJlbi7kYC7qkdYhkKluqKfUcDL47476UtWElJ//yCHYT0Y54y+IvEkKE+kpU6uMJ5Q1UuMZlVToZlFWm1T9XRc0qTthkMz7cDmZlAnDcTa15rqi5TNaU3aFxSsdNAO9Fk9IrvgvEEO+gLgJ+7e6e4PoBo6h5jZ1sA4d7/WVUfiQuCFlWu+H/u/AI4LL8ZJwGXuPi+y5l1Gc3LTB4VUFBQUFGwgVHQHk5Hh/eY4NYb8e/wctFp+AFpxn4ZWzZ8e33elL7YAetz9XgB3/xsyZGvIQB8d7aagehCTEKH4DjK4n9bQX6u739bPLVRX1auhUzuRq0v/BREQyKlSk6i5Kko2VASTuHZuHE9zH2tmV1bGWF7pJxnlraiORjLsU4X0l8Z+b7SxSvulMcZb43zSOEDfStrVN/7Uyvn0DNL99lbmM4EozFlB1cpMfd5CJlpjKudebGb7NVy/4cKfmmkHNhfhcSIRSQOxLjqI6rX13jXra3N5XgXrF/VBfmBKeKDT542DHOFtZnZrhEelRahtUUHVhJlxbNvYbzze55qoI7UQvZ/662u1KKSioKCgYMPhDcgIXYTqIBxYcU9/291PR16KWcjwXIR+p18A3AHcxKq/23OAVjPbHcDMjqT6yoIH3P0YZJBPRkb1lah2wgpkCK8OVfLgyCOSMjH9GK14daAXkKF6DUdG+xQHXEcrXYaE02luryKHE21BJgGOCteBPA415F2pR5uke7iHbNBXvQsd0fYG9JLsjX7uRM/QUZhSIhDJE9RNDrlK6YPSWHWUwja1S+fbUNX5XqDF3eumivNVJBF5mmMSfoP+HaTj48g1NxKemuFPa7rivyHF1AN5QdLch8pbUrB5IdWpGMwHnnT3gyuf8wYxwjfR4tIB6F3xhTje7B+cr+b42l7TLwqpKCgoKNhweCVKPwoyJkcAx8T3lHVoAYrd3x+tti9AXoYDWFU7ATKSlwPnx8r+J1Ga1NlxfhczuxoZ1fPQqv7vY9xHyNqChB4zqxbTu8jdp7n7PSgTUjK6O1Go1m+BzsiQ1AvcCLwCvYDeTa7CvTt6UY1EIuyEOiIay8iEowdVLT+CbPB/J+b7MFlXsT2rhjmtQMSiFRGxat2HGiJBi4HLyULtQ6OPeWQPRHqpXht9GpDKWX8fka3kpZhAX9KQ0Buf+fT1WFS9NksrYz6Mnl/BprziPxCBqfeucUXvguGFqsNsdZ+169ufcPded6+j38VD4tRM+ibX2A69Z2bGfuPxPteYWSsK9Zy3mr5Wi0IqCgoKCjYceoDXuPvJ7v4ssuG/hGwUX4KIwk3AdShEaCkyOP9MXjkHwN0fQrGzVVzj7skqSyviTwL/QhmZ5sfnN+4+s+HaucA7Yz8Z75jZz2L7ZzMbhzwAI1FI1uNm9rzKOC9Bxv5vyHqJlsr2nsp9z45+knemFZGtnegbeHwr0p1MIIcMVQvhpXb3IiI2HhXy2y/67EChXpeiv0N12f87cf3W5LCpFFLwEPCnmPcf4thzUZhVd/QzGr1Pa2b2zHhOp5M1Jyk8K2k/IP9dUqYtgClNQs+emtmfNsVV/sHOqdZSCMVTHesxpWxoJBJeRPYI/w5p5zrMbGe0kHOdu88CFpvZYaGXOBMtBqVrUmanlwBXhO7iUuBEM5sY4VUnksNV+0UhFQUFBQUbDo8A0yvff4mMy5vJxvf/kL0ZxPGvkGs+3Nmk39PJ4Tjz0Cp/wtzY/szdZ7r7YuSdeI67f5RV8UtgKzP7TcztTDN7FQpPWgT8DImh04p6D6qM/V7kAZiHjO4V5OrW3cjI74zvKbSpC70QF0bbg5HQ+0GyoDq9p2YgA76qkeggh0+1x7ERKCQpeS+SNwJERu4nh1EBPE4WZ6+IT3WZ/GeI4IAISvKs7ImIWRKIp3meG9svk82GW2K/WmcjhURNIZsYHWa2F33x1Ax/2hSN8sHOaVP2shRsGAw+/Gm1MLMfI2/pnmY208xeB3w20sPeCjyLWARy9zvQ79WdaCHkrZXFpTcD30W/o/eRk0J8D5hsZjOAdwFnR1/zgI+hhah/AR+NY6vFU+gXqqCgoGDjIkKEqt/Pjt1plWNz0OpTFQ8A56+m3xkoW0cjZgNfcvcrGtq/YjXT/AzwWbT6/nxyWsE7URrX96Licn9DxnjSUOyPDOOpZIN5LnKb/xqt/LehzEzjyav2f0XGeg2Rjo64l6sQkUn1IJJBPoZsmM+Pa1JxuTYUazwCeXmehgz+WeTsWqfG2ItijvPJ3oKOGG8ZWbB4NplUJI/ILijd7KNkjUciF7ugd+usuM8WVLhvecxraYy5bdxzd+UeUxrcgoKCzRg2RJy4n9/q762m/SfQb3Lj8euBfZscX4ESWzTr63xW895phuKpKCgoKBi+uAaFTQ0aEQ51HtmlvhgZ2KOBb6MQoKkoH/rhKLVsBxKMz0ThT3PJqV/rKBXhkfFZEMdbUbjRbSgX+0iUmaqGyMHv6Rv+tFtsa/HpiWuWkTUUSZy9HBnvSbCdQsYeifFHko368cBhlXGSJ2QLZPC3xbyI4/fFPY5ABCalpU2ekpHxrNrJtS+mxLxqqEZFSptL9J/exdsDr6cvnprhTwUFmyvcoD7IzzBD8VQUFBQUDFO4+1nrcnll/3EkcH4VWk3vAX6KvAajkHB5DCqulMKNnkQhTSADu46M/aRVmBv770Ui9BXkMKLrkNH9GNn4bydXtB5B9mxUU7IaEqAvjPOpavc7kbdkR7IB3xP3uAV934VLyKlwazG3XnI62W2i3674jIx2KWvVfcA+iJTtRvayHBVjpuxU6Rn3kOt6/Mjd30NfXI1IBa20HsTmjOEqXq6msy0ogLXWS2zuKJ6KgoKCgoKmcPfpKOzpo8iwXgq8FpGFQ8nZpPZEHpEUHpRSxI4nr/zfSQ7zAYVO1dDq/BfIRAFkmLcjQtGY+jC1q8XY4yrnQJ6LuagoIIjcpCrkKSyrt/JZURm3Rjb4U58jo01bHFtGTnM7Ju5pUaXvKfG9SgD+HdtqBqg62ZORcAuDhLVuhmuCw9notoo5lUjGpig2L9gwWI9C7U0ZhVQUFBQUrGeY2Xgzmx6fhWZ2s5ktqRwbvxZ9TjCzUwdo01gvATP7npm9vuHYTmb27PTd3ae7e6rcPQmt3teQzuEW5LnYBxGCOSiM6b+R0bwchV3NRwZ5yrTUTs525XHsZhQO1CgY3znGe5y+RGME8l5Uq2RXLbcUinQXcDHZyN+SrJ9IxfNS22Sdp5SyvZU+H4rjKZSrM+Y6ir5ZnI6L/RqqRv45d9+xMq+R9CUQT6KwL+K5pONvMrMt6Ium4U/eM4xCodalCvWmYLi7Q70Xa2vP3wue2iikoqCgoKBgKGFm08zsIXL6vhcgY/IdSEA9LT4LK9fUGvrojzxMQKLj/sjD6/qZ1tGVNsea2XRUs+FXQXD+u3L+FOSVuAiFEB2PiMUYZAyPQN6Ec8n6hU+iEKGx6B2TtAO7xXXpXg0JtFMxwMbK0/NQFqiErZBRv1Wl7WL6ZlTqQiThQERsemIOT4s24yr9JU9Bdcl/Ejn9ax2JrhMSEUoeiHRdDf19q1mdGtEZc0khWlMQwUnt0zU7AB9quHbjZn8ahNHesuVUrLWV2tixa+dBWZdsSQ0GfG30aKi10DJ5Uj8XrAa1luYEZ5Ckx7u76D7+IGpjxzadW0FzWFv7RiWHQ+71c4Ys+9PmhkIqCgoKCoYYFTLxpTj0ggbycDhwhpn93cxONrOzzOxJM3sQuMvMLjGzuWa2DK2CnxEejvvNbKmZvRrpF04zs0XA/kEIrgwPyJdQHYXRcewfZvYBM3s+ysb0ITO7BWURORxlNxoJ9Lr7l83sK2Z2FRJs/x44A4UozUJhTMvIguhWZDSPRgbzmcjw70FGfjfyZvQiAtCOyABId7Al2dhPxeTGxPED4rgD70E1KB6stPsdeo+lgnkPojCl3RDZSSLo1P+PYrs85gvwq8rYqV/iXh4lkwVDHpudK+2Je39h5dhoMumxOPYnchhY0lEcVrm39C5e5O5vpy+aC7XNoNayikFWGzVq5feVxm0j+jPgKseto4OWPXbFWlpW9ruyPzMZ7+mmn5iN9/ZSX7IE7+nJK/arG89s1XYV1EaM6NO2eSORgNZtt1l5qL50KdR76Z03P7cZLLzenOCkY6mvZn3GHDv++W/ec/PfsbZ2WnfecdV2BavAu7s2KgFb6fUbQmJjPrjPcEMhFQUFBQXrBxchj8RFiUyY2VkoLevZyODdAa1yvwMZnS9BBu8JyIBPxOQotPL/YlQl+ltxzBFJuB0YESlra8ig7kAr7R8HzkG1JD6IPAAfdff9Y6wvx/EV7n6cmX0LpRjsQcb/8THOfGSc74QE1vuhnOdXIiPakQHdiYz/RXGPbSg161KkTRhJDvk5ABGUpSjUaX60qQYILEHG+DtQuFVK01pHedUhexy2RqFJ7cCbyEZ9wrMq7ZOFfmJsW8l1MdLYSWierMiRcS/Es1sWY32fTEZuAN5hZneSvSEpRXASfLfFcwL4Z+Xaf7Eqmnsq3LGaYSM6+hhk9WXLVn6vLxZ3W8V4T+1XE/vvnZ30/vu+lQZXfdky6kuWrLy+vnRpJjWpz+jXu7v6rP5ae3v2HFREzd7dtZIcrTwX+/UVK1ad7yqTFAnoebRS6LfWorHd1V+9tw8JsLZ2WsaNa9LZasZJSJWymxGPyjP/3F4HMevnu+ILmmQINts0QrYGwgaco7W2rjrehnxG8e+uZWpj5OE6oIQ/FRQUFBSsB5xhZneb2QMohKgdGfyTURjMA4gojELx+nuj1Kz3oWxFU1A2pG5EMFqQNuFiwNx9ETJWdzCz25Hh+0yUPvUJ4BfAZdH/a2NczOwMtOp+MFEfwsz+BbwOGczfjPPHIeKyEyI2uyAPhMU4B5BTwfaiXOi7IaH2HODHZFHzhHgmI5FxvYKcGhZU+6IFkRmLeYyKc4uQx2dqXNODyEgPubhdElnXkTEO2UPQE88VcvgW9PVONAq5F7Aq0j10Rx89wLvJNSauRyTjhGhT1X/UyATl0cp9pfF3MbPVxu1YayvW0YF1dOA9PdnQXw28u6ufE958C82Nukaju97bb99VzYd3dtI7t5+6WUGOVvbf6BVYHdzlmWmcUxo7zbdCAry7i95Fa1kOZHXZqypkoWW7rdn2NY9jY0av2q5CvjZpbMA5ek/PquNtyGcU/+56Z88Zsi6Lp6KgoKCgYChxBiIBC4BPA39GNR0WodX3PwI/QQboTGRsvhW4GxnpP0Yr9/eT05eeQU5reiZgZjYOeRDakAC4DlwY4+4IvAJVZE21G9Kr7KzY3kVO2/o5RFi2RIayxRweQ1qQG5FHYTZwD/J6/IVcxO3T0Wd3jN8d11rcoyFNRVfMpwV5HgyRnYNif0Rs28lG+MExJ+IeFgBvI3siPJ5BSxz7D7Kng7j3ZCmndLKgcKV6pY+F5JCksfStvr2YnP71FkIr4e6Xob9BEpcficKqPOazG3ltMlnhW8f2scpcdmbVwlV9wp+8pwfv7MQ7w9GxvoyvDdhvU9H5IHUW9WXLBm40VFjdM6mQhZ4HHqJ3/nx6HplJ6/bbbaDJVVAlhBvTK1L1QvXXpCPWAdYkTG2I78k6OhRuN5T/5oumoqCgoKBgCJHCn34f32+IbQsSER8GPAc4HXkCupFxmTIkfRgZ3PeRi7vdiMKO7kZhS0lHkCpHp5V/yLH7nwX2QMbxGGQUfxH4CvARJB5/FXoffCuuezS+z0PkZywSP1+FyMQsZOhORAXglsRY/y/GHkEOJ3pu9DmRXLSuLeaSwp0sjm1Nrmhdp2/hvnnAs83s+OhnItKDgIiakcOX7kMeIMhekK54nulvYIgUjCAb9TWyJyIJs6vehS6yN+QwRHpujO/Js/KFOJdiKVrIHo9qtqkU5nUKmdQsd/c30xcbV6i9IbA5hAOtJXoemblS+zFoQfC6Po+qcbw+yOFgQ7iqnqf+miRyvCZi/SG+J+/szOF2Q/FvcbChT8VTUVBQUFCwlkiG4/eAee6+NVrtHoU8D7+ttP1f4H+QYfwiZKAa8AzkuUghTk+4+yTgWncf7e4nA9e5+4dQyNQKtLr/BmTcfg94nruPdfffohj+C2Ksm6KvlAa2Fxn1XySH9PwJGc6XIh2HI1J0Hzld67wY9x8x5wOiv1vi+yRyyNFUZKR3R7815FFI4uukaQB5MkbHfFJ41DHI0E9EbFZ8X4DCxpaTX929ZMH2UkSQ7oyxknA8aUeWxJxayULzbuRtSdbPQuDvwMVmdkAcezDmNTr6qMd1D1f2F0TbBfF9LFlf8SBPRWwO4UDriJUhXsMBm0sI10Bo4tGx1rZ+Gq8hCqkoKCgoKBhKNNR7wN0viO/LzexqZFQeCLwG6Hb3B8nhL79GoTE/RSv4dZSNaTrwA3d/A7GS7+5HVYa9zsx+A/wGeCXyRpwNvMTdD3X3SxtT0Lr794ArzWwB8iBshUKxZlTnFMXwfgv8F/KYLAe+gwTn85ER3oFW+59N1kMQ95leo0nnMBuRgBZyyNN8YBrwdXK40nxk0DuqjzGS7NkYiTw9xPduckjVSLKX4SGyFyK9+35JDskinucTKIxsWZxL5KIFEaYUbzM3tuehMDNi3JciD8Z2iFi0xX7V4wEiV0nInojK7ma2H33RPPtTwWaDRChadhhkKNRmYLBvrOKLadyhGL8PgUiZvL3evPGa9l0f3Ge4YZj6UgsKCgo2HsL4nl75fkHD+bc2XLIArfg3XnuSme2Pwqja3f1VDdcd02TsdzccunSQ83wXcCvyanweeJ+7nxZ1LK4DtonCbC9Axv1jaIX/ZiTO3hsRnxuRF6UDhe48p3IsvUaTcT0LeRSWIAJQQ8TgxhhjabQbj1b00/relYjI7A28wt1/YWYp09JfUcjVEkQCvo9IUDsKkxoFdLn7NDO7MPq7FPhPMolYFGNPjvajkLfl29EfwJvc/RoAM0sC8HnA14DvIu9Da/SfSE4X8uKAPDdHkUXrCceQC+MRz3BvgFZaq1W6CzZlVETdSTPSc/+DzHvt4bQvccb8/J9DTh6stbXfoojJCPeeHmr77kX99rvXaax1Lr5Ya1mr+iRp3KEo/lhNMmBtrUBrDsda586HppvNDcVTUVBQULBp41TgG8AoM+sAiJoUnwUuNLMtzOx3ZvZXM/tGnD856lNcb2ZnxrEZZnZa9DnWzC40s1vM7AAzezMywvdw93+heg57m1kLMqiPR6vtP0Ui8HaUDerpyBtyFzmt60Fo9d2QNwOk1biLrHkAGem7ohCvUZXjVyE9ym7ISAfpP+YhLUodOBall+0FPmhmXyATjpNj7NuA05BmoQXYHfhBjDPOzLoRQepBhAUUDjU62u4bYyVx9SPAv8lEp5raJ3ktLkdpax15PVJ2qOQJSeJzkJemAxGYRCoWx/0XDFO0L3HG3zF/vXgjVmdoe2/OimVPzO233QZDfx6Bdamu3h8G0Wdt5AhqI0cM2G4wGGzmp+GY/al4KgoKCgo2bTzD3T9sZn9Cxv3FcfzX7n5tGNSfiv3PmNnhwFXu/iczawWmR6G7q1FGpJ+g8KZDEQF4NTLSbwCONrM/I1KwL9Jc7I+Ku/06xj0SEYTdUcjSVGTctyDj+/toZf4V9E3bukNsH0cakmTM1yofgCPQKv9DKLyKmPeomDPRdjQy1g14fuX6LnIWpv9BJOPBOHYl8L7KeK1I9P6KuPZksv5jdzLZSDVF9kci9q3JoVmgzFSg7Fx/IJOH3tim2haLydmfTqnMIRGUUe5e9VJADn+ihD9tRuiHNIz5+T/pdV/rlfp1mY+1tSul7pyhS526LvNpivXxTAbRZ++ChQO2WSMMw8xOg0HxVBQUFBRsojCzXYF9g1CchoznhJRNam/g0xGmdBwy2A8ys8tRutenIW/H8ShmvwMVrfsTMoKfjwzmY1BozkR3fxYyjMegVfdvoSJt96LwoGXIs+GIAGyNjOU2tPp/SlyfMiB9m6xLSOWP56AV+iujbfI03BnbI2J8kGahPcboQSv8iVjsiwhEwqjK2BMQAXIUZvTFylip7TZk7wNxf/fGGKkeR8ostQdZP9HMCrkiriWeS0flvoi5J6L1j8p1Ke1tq5nt1dDn8M/+9FRCtXbGBk792m+9koKhRxFqFxQUFBRsYngx8Hp3PzkM/a0jJAlyyMw9wLvcfZq7H4yE1O8DXo+IxEIkfL4cvcZShWyQluBecrrXDmBnM3tjtHk7EklvhUKddkPeiW3R6nsLMpJT4btERB5DBGUxMtJbkHHciwrcfb5y3YRoeyEiH/shT8cxSMxMXNdKX/3B/UjPATlLVFqSrCO9xsj4WIz1RNxXHRGJ5THf6rtwJPJYpNAkYtsL3EQmBc2Wex9HJI4YK/2t0rxayeL1+bFdUhn/SXIdjILhjj7FBos5NpxQwp8KCgoKCjY1PBf4auX7nUjcW8UngfPMbDwylt+AQpV+i4zupYgQHIIM/BfGdQcgEfXRyMBtRwb2ZFRVm+gj6SBGI+P6b8hwTgZzT+yn7E9LkZegHuN/HfgZ0h20AHsiz0jyYuyIDOnT43xaw0v1LDy2PUjQPjX6/pS7fzcE2hOiryS0riFidTOZkECuZ5HuB6RtqFax9kr7OTHPlEUqpbIl5jEj9pOn5GUodApgr5hLR6W/RGgATiJnqEpzmUrfCtxQwp+eGhiirEMFmwB8eGZ2GgwKNS4oKCjYROHux7r78sr3s939yvBK9MSxOe7+Ind/trsf7+4PuPv57r6/u78aaRweRlqKu5An4Njo8vvIiG1DGZLejIz/a5HBeybSEYAM4nHIGP402ZBOKVanIGIyFhnp7ag43Q/i/H6IFEwmp8h1VDn8TPqGQH0IhR7dGvPrjXG+FX3VgC+b2d/i+8i4LhGGFuRVGEeunt1D9iKkquNdKGQphR8lpLnsHN9TFqeplfutrjOeEts7gQ/G/k2V86ltqiIO8hD1NJx/0t0b0/KU8KfhilRx2ozWnXYAoDZ27AAXDaLPKpJIeajCqwYppLa29tWf30gpaftDbfTogRutCUr4U0FBQUHBMMSLkTdgT2AXFL50FPJKnIpSyrYD5wPfRKFQ96BV+h+R05veggjHktgmvcNEZPinVKkpHevjcTwVfbsEGfmGsiiNRGThVHf/cZwnrv0c8jIchrwlPcgb8XZEBDpjHttE/zeQw6/SXN6BjPg56PW9BHlmUjjW6THeaDJRqJPDtiBnn0rrjq8kV9Suhj8lHcU2qMCgo7ocydOSMJIcUpU8NL3k8KgpTepUFAxXpIrT7vQ88BCYUV/SyG/Xos8qkkh5qLJNDVJIPZB+YyhSwg4l6kuXDtxoTVBIRUFBQUHBMMQvgbvc/QjgHGQ0X4OM7F+hqtCPAK919xrSKtxODlX6G3r9vSGuv4y+pGIFuegdyBPRhghJqg3RijwcS5Chf2uM2QLsaGZ/RXUsDGkOliEvxw3AieRX8Njosx2RmTFxzWPIMK8j0jQC+CGqd5FqSCQvRrJ2kkfjq8CWlWOtKOQpeWZSyJKhTFEPRdupTZ71YyjUK1XVtsonzSElwr81+u2oHFtA/+FPpfjdMEbyUFjLEKdU3QAC8LXCpjqvIcJTVVNRSEVBQUHB8MaLkcA7ZZDqIOsybkC6jZnA581sPtI7vBB5DG5GBq0Bf0RhT4dHH2k1P4UnPRbfWxGpeE58T4b5GORxGBFzmhPflwAfIOsaumM+c1AtijHI+K4j3UbyfsxD5KcXVQxPwu/0qt4HkYUDY/5jUQhYe4zZE8ffhUhMHXlFfkTOBpWqfC9DZGRHcqhUsziVO1CIlcc1aS5pWxVhz42+6+RMUuNYVag9/MOfhrmBidmA91hfvBjctYJfaxm68KCh8FA0hjwNxd9rU60aPtz/La5nFFJRUFBQMLzxS+B1lQxSjyBPxc3IQP8oSpX6MAqF2gb4f8iwd+BLKJPRYciIHwl8lr7hTlchA9zJJGMHchrZVCk7hT8tQuFMbfH5FDkEaAXK/rQVWu1figz6lujv8Wh7LqqzcTfw5bj2sei7C3kbdiJ7AR5CoUmt5IxPi+PeR8Y4h7v7WYg4LCBntQLpJb5F1mWk1LhVnIBS4YJI0vyG8x3oWYKIXaP3pI7qYzy1MNwzH7mvkRFtNaNlyuSBG24oNIjIrbUtG99mQ69H2Eiw1tahIzsl/KmgoKCgYBjiuSjEKaGaQWoy8L+IQKRaFb9HHoI2ZHy/GxnZ1yDR9mhkiI9Hq/2TEGGYSk5L204WN6f3TI1czG4yOQ3sm919GlnAPD4+CxBBGUOui2GIjCyOeS1A6W0vjnMTkQehDRGjJBwHEYyRsZ9E3eNRpXBHhGSymSWic3ccb4l73g94HtKDQBaw4+4XxO5M9KzrMe/ZcTwtf7YgTwio7scKRMZSQcMaT8Xwpw1ZBG4zgPf00PP4EwM33FBoMLS9uysfcx96PcJGwpDpPCL702A+ww2FVBQUFBQMY6wugxTwEmTUnuDuU4D/RuTiu8iIvhYVaXs9Mnz/jjwcyfBeTq5+3Y2M8CfjeBJiJ0/BXfRNrdqKjO/PhKaiM9rfTi4292C0nRPte5CBPxqJzh9GGo//Ia/9XRNjdET/dyDvjKGsUo68HSkEqpW+9TSuRe/GieRaFmk+C8jriyOaPO4k7O6OT7rfXjKRublyLD2bB2K7KO65iuEf/lRQsJEx5NmoiqeioKCgoCDBzKaZ2ccr3y8ws91i/xVmdpWZXW1mPzCz9oZr7zGzv5rZP83siMa+h3ie1zQ59tVmbZvgWCTE/mZ8nwlcALw39pejFfk2JLR+DSqit5ycKWkU8CxkdBsKcaoa3Mk7sEv0k+pIpLSt7XEuhUrtE+17kIGdjrXFNQ9G/50oFOkgJMruBe4jexB2inF2InsjkjekK8ZdFm3GVOa8d8x5p7i3VDwPlHI3ZXpK6WarOAh4dow1IuZD5dnU3H16HHsmWcydQp4mkOuIJAx/T0VBwUbGUGajMopQu6CgoKBg9dgH+ImZPQ2lFt0G+DDwFeBLZrbAzBaa2f3A3NAvnAp8yMy6zGy+mS2JatUrYYG1mZCZLWxy7CYkPh4sTm9y7C1opX8cqj/xXBQqdDGqw9CGtBjXAl9EBn47MqavJqdgbSUb5E/E91ZyiE9n7N/ZMH5KIXtcpZ9uZIRvTyYjy1DK2wnIcN8FhTvVyRmcumIOvZV9i+s7o20iNKCQpeWIFFwf59O7cgbwothPqXarWIhIT0olu0p+UDNbELvXRvsaCicjrmmMBSqeioK+KGLiocdQP9PiqSgoKCgoGAReQhYGg7QBpwLbuvt4ZGzXANz9UWScd6MUog8BXwAws3PN7P+AS1F9gr+E9+OXZtZiZruZ2d/D4/EBM9vJzH4Q104zs3Nj/LFm9mMzu8HMnunuBwJ/jXZ7mdn0+Px31ftiZmcho7oFONHMrkJ6iilIcDwGeEacPyPuaVdy6NLrgdvd/WxyyFGqFVFDxCBlVYJc3bqbHEaUPAbbk8nHQhSOVENhQXUUhpQqY6f+usn6hlPjfPJmpPvqRfU1PI7NivPJ2K+h0CqLcyDPzR/jWEob6+SK3qPiezMlbVf0ncheT2XbaEL0IvLiZHH3InJRwYKC5thUMydtzhjKZzpIL0XxVBQUFBQ8tXBGMsqBveLY1mQDFFRk7QvuvhRWinZ7woD/JjJEe5GBfCowwswuRDqAM5Dh+i0UDvN0ZJj+ABWgOxSFvnyKWBk3s6NQuA9o5f5pwPOBK4EPm9lyoD2KqN2CiEE7Sh/74+jjHSgN6x3kUKQjYrslMvJnkQ3hSciYHxffF5M9ASCylIrcdZCzJi0mk4CnRf+zo78kuq4jQz2FkE1CRniqol2LcRfHNVfHdgQSaW8Rn9bKvTxOTjGbxm0np61NGpNJiEStiDHqwMmoNgbA78hkx2OcZeTQLeJ5To/dA5AQeyL6O6ZQrJbKNaPi2GmIFKWaFum5VkX1UMKfCgrWO6y1ddDVwgeF+iA/wwyFVBQUFBT0j4vcfVqImu9GRuOrUeaeFFO/JTCrQj5AxucXkXH6AcIbgOogtCBDfwWq5fAplHXpD0h4/GIU9vN35BG5Ghm6zVBD5GMn5DkYj1bku4ALgcfcfRwyTEEr+cdWrn8tubgbyLhtRQb9PmRDfVn0nTwRo8mGOSjsyKL9TvQ14lPMzozoa8t4BvXobxK5+ByIUEyJcwfFvfRGm2XxbNK1W0WbJIROYy0kG/HJ2/AnMqlIpKYqwk71L1L2KFDBv2qxvD3JXpZmqV+nA68gF7Xbg/6DHH4LTKNvyNO2rKqpKOFPBauG55QQqCGF9/YOaRay4qkoKCgoKBgINwMHo/CilLFnObBjhXyAVpx3RyFRdyGx7xRk4C5DdR3mIuMzZTM6guzV6I1jp6JaBx+NPrZCRvAWMY4jg/5iZAgvQivhI5A4eYSZXYeyOTlajR+LjOrtyTqIy6LfhYjgVLM09cZ9d8V8U5rY2939nGj3ADnE58K4ZgXSDaTl9aPj/IL4nsiK0TeN6tI4lrI3tZAJzEwyYVheaVvVbjiZ8PVU5rw7WWB+d5xvJYdK9cRnNlkT8fHKM1qGwrxSCNUFlTlvFW12AH4a97aQnN2pp2ELKqTXg55rehffi8KvCgr6ohqeY1ZCoDZ1FE1FQUFBQcFAcPc7UBjRtqgw3GLgv8xsJICZnYGMxecBT4T3IqUTnY6M7UXkV8o/kXE8Dxm3M4Gfx/5U5IH4UVz/MPB98m+3IU3Ao4hIfLIy1U6k41iOjOwTyJmO3kQuumaVvi6q9J3mbOSaD73k9Kw7h97jGzHnpKV4XWyTQQ2ZPDUijdXb0DYdq0XfKXxoBvKYJPH0REQ+GhPlp35XkEOiriVncjo8zi8mh2vtTk5bOybO/wd65qkidw9Z0L19k/tpQx4q0N8jicaT56MaXzEWPdNULBDkCXllQ58l/KmgLwqhGHoMsaaikIqCgoKCgpVw9+mVlXiQYb88zv0IGfLviCxPP0chUAuBj6AUqxDhU0i8+0PgfcBXkcfgYXe/PEjKtUhPcQgKi/k3CiOqA8vd/YvRx4sR+eh293PTeRRadQfSNgCciVa8DyFSwkb7XkQwxiADdzwymN+GCMbrEOGB7B34Oznj0RzyavtspPk4JfarHgVY1dBvQa/R5ayKakre8bFN5GLHON+DivYti7464lhVk1AlQk4mb4ZCjdLx5IlJBMVjvq1IgJ2I1jNifCN7RfaJ9kkvUUUncH/l+sVkwXhCGjtlj0r1PkBekF819FnCnwr6RW3UKKy1tW+dhVrLyvCoIa+/sCmjUuV7Y2Oowp/M7Hwzm21mt1eOTTKzy8zs3thOrJx7v5nNiLTmJ1WOH2Rmt8W5r6SMg2bWYWY/jeP/NLOdKte8Osa418xePZj7LqSioKCgYBBw9y+5+9GV77u5+xWx/zZ3n+Du4919l2qxuTg/vvL1F2iV+9kAZnYw8HJ3b3X3NiTg/nVcM5FsfN6OPBevRd4NUDjOWYikLELG/Y8QQbgWeK+7TyBrKh5EGo7Tot0liMBciYzdZWQysJQc0pNW9rdCZAdEgkbG+e3RivsoRFgM+FkQqk+Qw5vmIW9Iep3eGtuqZHEJuUBd0jmkOaUsTKlGxug4tpi+a3+PRrsPV471VvpImEH2HiQdx5zK+bmVa0bFPNJ7s6oD+XRsu1DYUyqkN49MaohtImUrEJloq/Q5kuYekIKCpvCuLrynp2+dhXrvypV3730KVivfFDw5Q+epuIBVNXVnA39x992Bv8R3zGwf9Nv+tLjmG2aWft++CbwReWR3r/T5OmC+u++GvKyfib4mod/PQ9Hi1Ier5KU/FFJRUFBQsAFRCZ/6i5ldjbJHVeNaOoALo6jdlSjECvRyuQZ4aUOXL0XehAvdvaty/DvAKWZ2JdJUgIjGmfQVay9GXo03olCjxXF8BjLep5JJyZ9j7r1kcXMylJP+IXkdHjGzpajmRZVUvIJsZI8mZ41KeAKFHI0hayXuRiFYY2OMWhxLcx2DXtGpn6nRz6PxvRuRGSrzBKXITXNpi+Nbx3dH1cFBxv8TiFTBqrUkXhj97InCntK8x5LDwiCLwkEZu1JYV8oI1YPCy6oo4U8FA6O/1flNwcDeEKje/6bgqagP7jMQ3P0q9LtZxQtQGCyxfWHl+E/cvdPdH0C/4YeY2dbAOHe/1t2T7u2FTfr6BXBceDFOAi5z93nuPh/p7vpLGLISTyG/WEFBQcGGQ1ROnl75flZl/0fIU9DsugXkom/V499BRKF6bFqTdmdVvr644fQFwMwU1mVmFyAj/wfu/hbgfDN7GBneXcBjyJA+Jq7/X3e/wsyejwzmLvQeORB5SkaS60W8klyjI2kVdiULug15AgyRg5HIuJ5EFkcbCgebishXG/KmJDH22JhXtXZFB/LwjCXrG2qoGjjIkE9zbamcT310xDbVywARhRbkNXpWzKtq/E+I7WK0IvjM+O6VbQq9SgTj0ZjHLpV2I1HGqMsqfV+NSAWttB5EwWYNa20d0urNK/typzZiBPUVK/pvXGuRF2N9Cb1T/4PBUM+h2tdaiNqtrR3v6R6aOa2ZXmKKmV1f+X6eu583wDVbuvssAHefZWYpw922wD8q7WbGse7Ybzyernkk+uqJEN7J1eNNrukXxVNRUFBQ8BRBo07E3c9y93vd/dCGpnNQeM595Hj/XuC62E/Gdgd6fe5ROZY8FXuhcKER9A1PSqJlUKhTHRnlyRppJRv8vUgs3YneV05+OSZC4agexz3I9f9oXNeDyEhLjNNN1nSkBbWuyrzS+Oml3IEIjke7pcCN5LS6t1TuY6u4j9lkYfiTZH1I6jsRl6Th2IasC0n3lkLCCoYh+iUUQ7C6Xl+xgtbtt1tNg/hnuDrDeV20GEOUktXa2rGOjoEbDgaDIQlm1PbYechIjq3BB3jS3Q+ufAYiFAMN3QhfzfG1vaZfFFJRUFBQUFBFD/Aadz85ROiz43gyzEGhQF1opX0hMp53QC+dB8n1HtI1i5CHIYUFJevjmLimBXg7+aXVShZf18jpeI1chDChG5GWXqRtSAX3RiBykvpLqVqdTIY6yBmwEnlKXoaRMYeUYStVCU8v20src0hz2wGFllnce7LM0nZZbA3FPXcg8paOpdCrKkr40+aMwZKFtTVoGwq29Twyk5aJE/PYqynoZm3i/80IxPrSYtRGRaTfau7Xu7vwzs5+z68P9N7576ENm1q/2Z+eiJAmYpt+o2fSV5O1HfI2z4z9xuN9rjGzVvRbPm81fa0WhVQUFBQUFFTxCJWwLeCXyEi/mUwGJgHXI8P7UWQQ31PZLkevzCkopGkb+oqx0+s0ZYwaAXwtjt1ITkd7R5xPFbOr1yZ0otoXOyKPya5k8pKIwlJUy6MTkaBEKlLVb8gelPkx16qRP5EcdpU8FTdV5pC8M7cCd1b2U1hVmnM1BOGO6Of+yrHGjFlQsj9t3ljfmgZfNTC/d/78PPZqvAfeLQlWH+9Jmu96mnd92bKBG21ouOfPEGE9F7/7HSrCSmx/Wzl+WmR02hkJsq+LUKnFZnZY6CXObLgm9fUS4IrQXVwKnGhmE0OgfSJ9F1KaopCKgoKCgoKVcPdjq9mr3P1sd78yivsl6+Mh4J1o5X4hKn73NbTq/xKUuSkJopM4eVIehYeRoT0GEYpHkffDyN4LUKpb6JvmNRXMS3MZiyqTP0jWb6R3W4qhmBJzmoUE0okY3EnONpVE3alGRTU4/WrguajoYZpbNRNKEqxvB7w8jiWyUl3+XFLZ3yW2X68cG0UuDlhQMDCaGcKx4l4bPXroU8puAiLo9YGV3p2hwhB5KszsxyjBxp5mNtPMXoc8sieY2b2o/tCnYWUSkJ+h37U/AW9198Qq34wSdsxAYa2XxPHvAZPNbAbwLiKTlLvPAz4G/Cs+H41jq0VZ9igoKCgoWAXxkjnH3X/SeM7djzWzbyGysBdKcfsXZMzfj8KBFiAh9taIOPSgd043MqgTcWlFaWqTEf9v5NkYAfyA7A3ZBhno46KP5yAjP3lF9qbv67qGvA9p3P+HdBA/Rx6L0Uhg3rh0en/0tQx5IDrQKt0hiDCleJJnohc3ca8TkB5jNKpvsfOqT3VlrQ6L5/UqJJRPxfyavbRT+BMl/GkzxGAFyWsporbWVoUq9REn18B78c5ObORIfPHi/jtYQ1hLy9AIzTexquD1Jc2chGsJH1xmp0F15f6Kfk6tkswj2n8CpfFuPH49sG+T4ytYNaNgOnc+cP6gJ0vxVBQUFBQUNMDM9kfE4G1NzqX3xsnAFchgPwj4I3qnLEdG8ngUttSGjOhUkTt92tDKfAodeji2e5AFzhNi+3dkjKdX9V8qUzoDeUiSsHsBeQ2wnbzyfxRKmbgD2YuwdWX8pBfZK+7jQfpmh5qEcran+9+7MocnK+1SaNUIskckzWdLVhVA7l05P5lVUcKfNmcM1nAejIi6Wfc9PateE315Tw/1ISQUK8cbko42HUIBORRs6Doc5GeYoZCKgoKCgqcIomrqaYNo+mZUI2NHM+uIa6eb2WdRDY1nIuP8FBR+9DA5Q9P2iFgYCiVqI+sK7iZndmpDK/M/jjEnxDYVtKsTBr+7vwxpPVL40N2xdeDdiJwk4nJr5VyNvoXlIBv+oNhiQ8TjP+LYvBhnB2TMQyYzD5GzUKX+IAsljyV7IrYma0MSkRhL1qWcSA4BS3Nstr5ZhNrDCNba2jyEaJiGFfWLTe1+h3g+61lTscmikIqCgoKCpwAG6X1IeBbwUbQCnwoeHYBCkAC+TV+jfR/gQ3GuRl7970QEYzE5c5MjMTRo9f/lyNBO118UbVNq1vTqnUo2uj9Druy9L1lk3YU0GS3Rtg58BXkhksekG3lVeoAj4zpHoVYgcmOI3KT872kuSUdi9A2bSp6VWcBHor/2yrySxZKE3iAilupqpPvqpG8hQCieiuEH95WZl6rH1hmryfQE0LrzjlhHB7URI9Z9rHXFIO93yDUh/Q5U25yyP22yKKSioKCg4KmBgbwPW5jZ78zsWqR5+BgSOP9fFGdqA77t7qcD+5EzJIEM8KPRa7IHGfWPRJuRKEQqhT1B9ko8ArwBaSaSnqCaIakbcDN7dvSbYhS+DRwc/W9BNsZ/Tn6vLa/sJ3H3x2JuJ8a1z47z4+irgUjhS2Pp++r/HFn7cVfleAp/mkEuOJgK+1WJBJX9J9BzWV451mBpFgw3pPChIQ+3gQHrRPQ+9vjQj7me4fUNZHl7fXPK/rTJopCKgoKCgqcGBvI+fARlNErfJyCPQgotGoHSyCY8GNtkHf0nOeNTDRn6qUBcEiLX6VvsbSskbrYYx5EYOiEtU/4o+t0ivh+FvAy9wL1otb+VHMK0CBEogJMQaSDm0IpCjlqRZ8HJAmqiz9kxp+Td6Im5P0HWaFSfRcLBiKgY2VOSsl/RsH9gzGdF5T4n0DerFJTwp2GF2r570bLFFgM3XBsMsNJuZvqMHbvadpsUhqig3oBwpzZ69MDtBtUX+X//QJ9hhkIqCgoKCoY5zGxXpHX4GDLe31Q5nbwPJyNjeyoKV/otSjFYJQp1M+tChCGlYL0XeQlGIeM7aQ5uIRMUkEF9IVrBr5OLzt0Rc/su8ihMIq/cj4i+x9MX48najO3IHpMkkr6tMo894vx84IZKv7WYc5rblrG/jFwor62yTeRiq8pYjbgTideJ+0xIhKWTTCrSXKrmxQpyaFhCCX8aRqjffje9c+asn84HWGmvr1hBfcWKPH4Kl9rU9A0bGnH/9aVDkwHKKJ6KgoKCgoLhizegehKgqqh7m1kybtOKe1pd70R1J2Yg78U8stH+QiRWnkf2UOxCzrj0QBzrAo4HtkUEIS2xHwa8N+biaIV+SYzbHX23kQmLA99ExOMm4PJouzj2a9FXMso7Yq5PRx6KpM1w5JU4oXKvkGtSOCruR/T3jNj/Fzllbeq3q3JNwoOx7SWHcXWSBerpmgWVZ5F0H+n+AW529yRCLyhYK6yi12iGWgstY0aDGS1Vz8V6JhgrK2oPdxRNRUFBQUHBMMXLgNe6+8nu/ixkwB8T55JBeykKG7oRrZbfhLQSi5DXoQvpMj6OyMDtZO3BKPQ++XL01YFCeaphPaAwnm9Fn9fH2Leg2hC3IcKTMkiBDPlbEXE5DFXLBhWy+yZZUJ2IQ7UgXq2yb6ji9kj6Bh2k8KQuJMJOIVk7NTybtJ2MPAeQMz6BUtWCyMgzY7/qBUleDQfSMvVB5LCvhGeyKkr4U8EaYVB6jXovvZFutt7ZmY+v51SvzSpqD4oErUe0TB36cDRzH9RnuKGQioKCgoLhj0eA6ZXvv0SG8s3kUKP/oW81515y5iRHoT17ufv3UYjPWcib4ciz0Isqu65ARnqygFPmpzoyrkeh8KVD0DvocGTEH4hIQ9Xof5JMYhxpKmpIVJ0qUVczLM2K/Zsr99Idff4eEZTkPehBhAQkkP4y2chPhv7TEWlKXp3zUaYrkB6lEX8i6ze2r8w7WQ9TKvP9eWxHIpIEYGZ2akOfJfypYI0wqIxJ4aGw9nZaJk5Y73NKaJZ5ynsaE55tWPSb5ndtMVgvxfDjFIVUFBQUFAx3uPux7r688v1sd7/S3ae5e08cm+PuL3L3Z7v78e7+gLuf7+77u/urkb5ispnNAZ6LCMIFKDzoGcDnkTHeRtY2zEOGdQpDIo4lD8gSZNwfC/wBkYbbEEHpRKSijZxBKq34t6A6EFUsJxOZlIHKo4+bEHnZL8ZNfdwZbZaQX/GLydmc0hLu8sq5CbGfxO5V7BRbj2uStZSI0ghy6NXIuM8WskdnEbkwX0HBWmFQBerc6V20CO/spOfxJ7JRbZY/6wH1riYEYiOv2Pc8+hjWsvp0vGuKoqkoKCgoKCjoH+8B3u/uW7j7RGT8noQM+B53PxsRhp+Ta1gkAffN0Yej8CpDxvkoZFBfAhwR33cnG9m7opCjlMb1O+Qq3kkwneIpOlCYFIhwJAN+Soz7eFz3f+RK1/ch70YHOZ3rKHJhu6SlSGTm3cjrAyIoCWkuByFxuiEB+ZP0zfjURiYqJ8YzGkEWoieNRxUl/Klg/cNdwm33/Fkv42yaKY+GrFJ4wOqD+ww3FFJRUFBQUDAYHAl8r/L9ARRGVcU0IIXvtCCDGRTalHAZMu67yMZ9B8q+5OTsR4tjfzE5zeqRKAQJcuhS1XuxFHkFtqmMcRUqkLdvtHsh0m6k/W0Qodix0k+q6p2M/aUonew+5IJ4zTAH+GLsG1kc75VtCni/J/ZbKu163P2yhj5L+FPB4LEmXoZqOzOo92Id+u/UMmXyepgc1MY04c2bQvapoZ5DCX8qKCgoKChoDnef4O7zK98Pd/evxPHOOHY38lz8GPgUyoqUshyBSMRHyJW2W5A34zZy6todydmaZiED/y9x/TjkaXDkvUgeiOoruoY8BMlg3wd5OA6LubUjz0gKe0oai6+mWyN7KB6MY4/FOP8ke0ZSiBRkTcSjqEJ4D/JKbEvOWk/M557Yv7sy50RyuszsnRQUrC3WxMvQpJ2HaLt33oIhnFRGfcmSgeexMUjGUHpmBhn6VMKfCgoKCgoKAmY2w8weN7PT4vuu6L1yAtIwTCUb7r1IM3A18mBMirYt0S5ZEsnIb0fehVayfqInPo4McYtrU62HpTHOWLIgejIy+p+MsR5HoVaGQrV+F9ceWhm/Kz4pcf0eKATpTvoK3htxINJV1MgZqarhT9XA7eeTvSzbxnYcq6KEP22O2Eir7+sqOm6ZMlnpZreYvH7uoZnx3jCOtbRQ29AF+sxy3Y6hQPFUFBQUFBQUDA5mtj9KK7uUXMn6xeRQnk5EBpYiY/rB+BwW56skYHtEPiAb5DuS617sFNu/IN1GDWkv0jhJwzEReRI6EClYDpyJQqtSCtjuyrVnoRCopL1ISKRiu8pcW4CLEBmCXN27iofiHi3uK3l2quZD0mtcRs68dWtsm5UPLuFPmyM2kvjYe3rWbuy4pvfJuUo3O3vOkIuXBxp75deeHuqLN3C+Andap04ZuN0gUIrfFRQUFBQUrBlORRqCh4ExZtYBnIMM+0nkAnJbovfsrihFa1qNr6EQptsRMUhLk2kNrz2uSZmUliOPwcUoXWx3fL5B1l7cgoz2qnfgW6iC+C+irwPJXpF5ZEJyXRxLno4lZOH0ihjzKmCvOJY0HQAzK/e6G5mEVGtZJKTwp+Mqc0xEpYaISUHBxoX7kIuXm2FQ6W83EHoef2LI+rK6D+oz3FBIRUFBQUHB2uAZKOvRTxCxOB55CVpQVqU/kFO8VrUD3SgMKmWA2g+FQ3Ujg34Bua7FEvqu+F+FwpRqcbwVpYvtQGRl+7g+hS6NIWePejpZx3FHXP9XMiFIHpaWGP8JcvrZe2P7IbJQe2VuTHd/MHYXAX8mk5YU3lTFS2J7c9xXjey9WEwWcieU8KenGmotm4Z4OWEow4IasCGIywbHYEOfhh+nKL7UgoKCgoI1Q2gnDkAG+xHIaG9HxvFCpF84ibwSn87vgIz5tMpvqCjdsegVOxllXKpX2tUReVmOwqvakfE9mSywTtmazkGeiRaypuLfyHuyHJGfvYH9o00y8AFeENvOGGNbcvrXA6L/30Y/E8ji7CruQ0QmhTFVk0Y2mhCLYo5OriA+Nu6riqtjzrTSelCTMQuGG+rNouA2Ija1+WwGGI7pYgeD4qkoKCgoKFhTvBhlUJoPvBW4AYUqjUB1HrZBROBJ5DHYn7yyn8TS3ciTcRIyxCeQV/gNLXr1IMO8hrwWu6Pwo22R4V+P6x6M/Y/HtUYmFbsiUrEnWUuRkLwjKdsUyIgHEaSt49zcaLeQTBRuSp2Y2QWxewzwr5j7MrLuIgm262TvzQsROXJySNgC4P6GORZPRUHBekZKpTtkeIp6KgqpKCgoKBhCmNk0M3vIzKbHZ/wgrjnAzJ5R2X/datp+dTXnLjCz3RqOPZj6i7l9fA3u5VwzO77JqecCB6OV9behrEiTkMZiNtI+XEZOCXsXCgVajlb/pyIjvQ2RkKXIGAe9lxIxWIjIQyuZAMyKfrrQaznpMVbEsaTwvDG2rfFJJCONAQpxuiv6OSKOpYxTj5JDsSYiMvRnsvfi4SbP5XuIJIHIQ8palcarkz0Rv0Pkq5dc3G8CuZ5GQhFqPxWwPkKMzIZes7AphWUNIWojRwzcaA1QhNoFBQUFBUOFi9x9WnwWDtycAwhhs7vf7O7f66+hu799DecyBzh9Da/pF2Z2FQoVug64EnkhulA166lodX4m8iwcgAzpn6DV/g6yF6KGCMBytFK/fwzxYGx7yGFSjkKnVkTbdmTk15Bx30n2LIyNPneM65bGZ0H09UjMpSfaPo3sSYDsXUiF9BJ6kXdmK/rHTuSaE7PiudTJXppuckjYqMr80jLpIuDy1fQ/LLEpiXXXCwZjiFdDjMywtvb+2w4W60Ns7U5t9Ghqo0cP3HYzQu+CwfxMDxJO38rkq/sMMxRSUVBQULAeYWYnm9mVZna9mZ0Zx95qZv8ws7+Gh+KNwHvN7IdVb4KZfdzMrjKzr6YQGzO7JravCU/I9WZ24mqm0An8zcxOqMxpJzP7QexPM7NzY//NZrbCzO4wsz0r7c3MvmlmVyCj+2WIWNyC3iN7kFOztqKV/eOQId4LHBLHUqYlyLUl6mglPgmUd4rtPSiEKBn8NbIouxcZ6PPpq8+4vjKHybE/KtouQZ6PqWTPQ08cTzUlIHs0dq7MNaW5PaEyp6rn44DYHkZOTTsehYPVKm2XV8aZRs5SlcbpoG9qWxju4U9m2MiRA7cbBhg0eXLHe7oHbrcRURu3getIJKxrPYn+CF46PkSeGKsP7jPcUEhFQUFBwdDjjDD4/w+4yt2PRQbnG+P8C4BnufuzkKF8HvA5d39V6sDMtgae4e7HANc0GeOn7j4NGe/vGWA+XwfesroGZjYVeA3yKtxMzngECgWa6O7PBj4HvBuFO52GDPaDkGHdirwJVyHPQTKYd439LnINhzbkZTDkeWhMKbsHOVQovX5PQN6NHkQWno/SuF4Rx7Yhp4dtfGU/iAz9DrK34N4Yt+qpSJb7R8ipXonzTydrP6qJ9FPq2TvQ38pQqtw0h7RdRH7v3hzbqkfkMXe/tmHewzv8yX3D1yTY0IgV6TXyGmzCq9j1pUvpmdUsT8EGgPu6Ccf7e67p+BA891KnoqCgoKBgKJHCn14DHGRml6PCbU+L8x8Gvmlm55FTlDZiR2SYQjZAqzjJzKaj2Pztm5xfCXefhYzgVGOh+jpLxvTOyKD+OjLY0+r616PNi8zsb4hU7BrndkKekJ2Bd0W/D6DQn25yFidifx4SIveQvQOpVsQbKvNJn5Q4vqXSxyhEXhy4MM5NQ7qOEXG8qisxZPQfGGP1ko34feJ7D/CPmPPN0cch0Sa1T1mo0rXV+JRE+u5BIvZEilJ17vS8x1X274xtR6XPyWb2WgoKNhftwuYyz8FgqO5lsKFPmzBxXFsUUlFQUFCwfvE+4PWojkMK3L3Z3c8CpqOqztVY+4SHkNELWiFvxPuBU5DXYzCO9K8A/xX7C8nagP1iez/KjnQD8CfkFQCt7v8cpWb9F/A8ZBinmhSPRLsksF4Q148ih/d0Ia3BFHKaWJAOoxv4G9krkDQIvShcKKHqSWiL77vFuFujkKyJcd0osk7Bo8+R0bYl5rIYZaeqI4JwWMz90bgu3WfytnQB/00WalcraqdneRrSsFj03UbWfySk9+4rKvNLLojRwG/oi+Ed/lTQFLVRozb2FAYH96HRf2wKsKEziYunoqCgoGAYIbQIE2J/mpktMrMbIizpFQNcuzIb0yDHeqIh69J4M+sxs3nAs5HH4QJyEbdvheD5v1Gdhn8Apzdkdvo4cLOZXY0ISWOQdR0Z458gi5CbYbyZOQoNmgecCbwZeDg8KIm4jEPG8Dzg02Rx91Tgm8hYfg3wR/TuGIMM/ANibsnoPwxVuf4rfTUUHcjI3hoZ+N2x3QV4NVDNeDUDhRLtWDm2DPg8MryXkL0A9ej3WhR69UR8r3okFsX1k+P4tjH2zpW+PI6NJ1fE7kJG/qPR52yyN6RK5NLf/h7gu7E/sXI+eWsWVI6l1LFVwvEoq2J4hz8VNEV96dKNPYVBw7sb6zVuphjKehwlpWxBQUHBsMIf0GpzwhIU0nIK8KoBSMMBwDPM+i5dNX5vBnefDnwBmOfuk5CxfgMwzt0PjDavdvdj3P1Qd7/T3e9z96Pd/e3uPt3dz0GF2T7m7kcjzcD9ce1RMdTOwMvc/a3ufmScO8vdZzRM6e3IgP9EXPtwtH2tux/v7m9y93NR2M7L3X2Cu09Eq/0/RGTh27F9CBGcq9Er8SOxfRiRDlANCkMekBTGtBRpNSCHRrUib8vjwK/Jmook/E7i7AsQIegB3hRtWpAXo4YIwwpECLqQ0W/Io9Abx8ZWjiePSkvMfRRZiD2KLJS+M469ABEyJ4ePGfLcVOExXvo3Mj3apePEM0qmRKpbsaxy7FZ3n0dBwdpgPVa+3izGb4ZBhjQNdQay4qkoKCgoGF74FblK8u5oBbsdOB8ZiReaWZuZXWZms+PzZzPbCfgy8EWUNelPZvakmT0JnBztF5jZYjN71arD9oW796IQp4MBzOwTcf3CStalJWZ2m5kti9oQn0RkZKGZPYA8BWenMSPufgvgRjM7z8xOijkujAxNjXgC2MLMklGcalqkDFDXAP+JPCN3mdlC5GE5Gxnzb0D1KPZAHoGjkFF+TpzfFoXoJIIxBhnnKXxpIvJ8LEdhTu3o/XNqXLMLcG60TR6ZnWJ7OjL2x5E9CqPIZGAcIhQjY8yUtrYLEZcORChSLYiUkSqJpnvIRn8t7qMFpfhtjXOpmF47OYStiiXRJnl1nJwNKwnRIess0jOpZn4CeL6ZndPQdwl/KhgcNnbl6409fjMMUrcwpKl3Hej1wX2GGQqpKCgoGJaIFfttzWwEMszuQdqG36F49nlI79AB/BgJjccjA25JfD8GGe/XA1u4+x+B09x9AjJ2PzbI6TwGtJvZFGSg74A8DW8xs3ZkdL4eeA7wenf/ADJ6x7j7zsDu7j4+jenu56NV72e4+xuRJ+HlKDPRLmZ2dOPjQJ6CL61mjt9EnoNFMdY4FNYzHxnWF6G6FCfE91QNegbZA+Dx/M6O7yOREb0CeY5GkD0EoFCmB4HtUAYskIdhJiIF3ShDU1rRn04Os0oGe1oedXJIFchot8q5C6OfRBSS5qI9xktIS5bLGr6D/s2Mj/1DK8cTaViGPCsG3EYmSOl+eyvzfSC29cr5pe7eWJywhD8VFGxmKJ6KgoKCguGHy1C4zkHIiNsbeAfwU2TU746M2tsRcWhFxvTDgLt7N3ApMno/HuFPXzezBcjIrqYcXR22JReImxz934+M6i3QCv6NMZdmMQQDjbk18EtEALYkh+lUcS7yliQDuJm4++lE8TV3r0cq3PTq2wE4HPgtWrW/AoUuvZssfF4KfAg944TFcb83oXdOyrZEjDUizs8gi6y3RV6H3tgm70SVLCXNRFoe7UbGtyFC1ohbEFl8POZf1UbMrNznMvQcU4ndFEZVj2Ot5CxUCWm8G5CHw8nko3q/kKOpU5G8KlOYaWb7UfCUw7AROwcGDCfaxLJGWUfHwI3WBCX7U0FBQcGww6+Q0fsEMu7uQWFND6MaB99GYTaODO755DoKLWbWglLB/gYZ/8chb8LWSPA84Fsh+vge8E9EbOYA24a3Y4q7J3FuNdYeQixsZpP7GTOJiUEG6nOjz3HA/zXOw90XoPoN+8ehucCLzew0stD4FhT2hJnVzPq8+R8G3hljXI1CupYgovZHchG6n5HrNqSwoW2RyNqQYZ7S1b4j5tOOnm9LtJlDrgNxG/ldNSG2KQNTyuaUxhqL/nZp/OQFWIpIG0hsXr2vRDCq35OQPIUuJc3FIdFnDT2/hDSfl8R8UwG+5JlI99tNronxPDKJSvc3wt1voy9K+NPmjEEaz8NG7BwYMJxoUzKozfDOzoHbrUmXxVNRUFBQMLzg7regGg7XAGegOPcvI4/BF8jpS98HvBJ5K0DpQE9HWYz+F2Un2h74OxIaP4FEyquzBCaZ2XxyatEz3H0OCvOZGeeuX8319yNh9On9jPkv4Boz+zzSQ/w6+pxJ/3Ur3kn2VPwFGdMpLAjkzZgYmoqZ5NV20PP7aGS02hetyH8e+BTwXLTCb4i4VAvZXYO8FzWykZ/Ey04WZl9GJnVbo/ClVqRhqIYxQS5gVyd7CdoQQZwXfS4li7KrpOHO6OdSlI2phjxWaYzWONaYbctjjKSpuKdy7sHY3oSyXiWkZ10lgsmzciM5bCw9/y3N7DkN45bwp80ZQ5imtGAzga/BZ5ih/EIVFBQMa7h7WoX/UD9Njmty7CeNB8xsGvB+d9+zyRhbhnh6Rnx/kH5+X939Q41zCQ0DyDjdKo4dVGny5Sb9PL/h0FQzOyvOPVA5fhbSQuDu95jZ39z9U2b2LaRzOADYzd07K8X0tkEE5GIUmvUud3+Lmb0O6S5GAzu4+/eB76eBgoy8jlzh2tAq+yXRZCHyIiQtRFUfcQTZEwF6lpNRONcjiCg9Sk4zezMiNV8j6zYWIy/DXEQaXo3IwVzgR8ij89sY79g4Pg55Fw5FBv7V6O+wENX1SFmm2pCm420xfpVUbBnb3VEWLZCX7MDYT96JTrJnZf/o965KO0K3UzBcsCmKlwvWKwywIRRhm9mD6LetF+hx94PNbBIK490J/V69zN3nR/v3o9/hXuC/3P3SOH4Q0nyNRN7l/3Z3N7MOtLh0EPpNfHm8w9YYhUIXFBQUDA0GVQl5MGlphwJmdpyZXQmcjLIKPc3MLiCv2j8L+CjypJwcxw5AxvWLkFckeRwOM7PDgfegd+Y2wHei5sfFZjbSzGYgwzsRpsXIq7Il+V1zk7u3k1OtJkH2AhQGNJ8cSrR7jP8MpGmBrCdZgcjK58kVuQ15N1agl+nJ5DoW7YiUVD0bLWRR9w7RthbjHQN8FRGjUfHMaoh8jANw92r4U8py9TckLIdMkNLcQOFv6d7/EcdGkdctl1czdAVK+FNBwfrEegjFMvdBfdYAz3L3A9z94Ph+NvAXd98deZ3PBjCzfVARzqeh38BvRAguKBnHG9Fv6+7k3/3XAfNjAe6LwGfW9r4LqSgoKChYQ5jZLWZ2YWwPMLM3AvuFkb2fmT0viu/93cxOjmv+YWbfBD4faWMvMLPLzez8OD/ezP4Q130ljr3IzK4zsyvM7DkmfDO+X2xmE82s3cx+a2Z/Ak6K66Yg4/55qLr1F9DLJM1/V6Sj+Bgyas+PUy1oBb0HrbiPJIcjfTjOJSFxKyIFhyHNyWJEKo6N86PIBCHV1kjpbpMXYytykbkeRAo6Km2up29hvfQWfjCum4BC2aopX6dEv1tFXylUahbyVIwjhzJNinPj415XxLzHIn1J9R2ZyEAzyz7VthgL3Br7VbKT5p3E2RbjecwrhWktd/e7G/ou4U8FBZsTNkz40wvIXuLvo9DedPwn7t4ZHusZwCFmtjWqlXStuzvyTLywSV+/AI5r0NMNGoVUFBQUFKw5tkJG+luAV7v7ecBt7j4NVYJ+DxI8TwPeG9dMQQXo3hXf73X344FOMzss+vupux8DjDKzQ5Fh/zJ3fzYKIXoe8HB8/xoqBvdC4Dp3P5ksbn4ucJG7p+8/QpmdWhBBmE5fQ3d0rGaNQkTjNqSRSLH+T6DK23NR2M+EOD4BhTM9E2k8Wsh1IK5H2apaEPEAeKWZ3YqM/x6ke0jjzIrrkpg5hRxB1iGkjEsPIsJSr5y/lWzEV61vR8b+ROSB2JOcjja9OEfF/sKYbysKr0p1LNI4YyrXNMMzUAhBdewqbqvcy4HkehoJzVhD8VQUrBFqo0YN3KjSrjZihArXmVEbO3a9ZmaqjR07cKMNjVrLEBfuG2TmJ3kqppjZ9ZXPG5t3yJ/N7IbK+S3dfRZAbKfG8W1RuGjCzDi2LX1TZ6fjfa5x9x70Ozh5be68kIqCgoKCNccMd1+BYvwnNJybgozAy4E/A882sy8Ds929+qN+U2xvRl6DXckZiq6PYx8Hzomwpd2i39eZWRfwe+ADKFwp9XVDbLcGZpnZcUiAfhMyrHdFL4xuZMx+kL61JGrA/6B0u5eSqz13oVX9HZCnoo4M4uOQcT8aEY8kxK4h43pWjDc2zk0iF7VrRQb8HUgnsUcca0PhRBbzGE1O+XojIk4nIiLQRg6f2iuuu58cWvVk7C9EIUyzyeL4dPzPKCypm+yFWIYII+T3ZB2FZy0BiKxcCU/G9sK4DxABTNem7bMrY1wc2/Hkmhjjm6SULZ6KgjVCfdmygRtV2tVXrJD2w5364sXrNTNTffHiTS99br13pfZlqOa2BtmfnnT3gyuf85p0d6S7PwM4BXirmR2zuqGbHPPVHF/dNWuMQioKCgoK1hzVH9zG0Jwn0Yr0ccDXkfv5+axaFyKJc/cH7kPGcFrlPjiOPeTur0cZo96FvATbISPz79HmTOBjZrZbpc9ZSPfwRWSIz4i+90AG7GPIW3AFMvjnkj0Md6IV+e8TBjQy1ueiTE4zUa2HXnKF6TYUl5tW+dO5nZE3ImkXtojx0ktuVGXOz0T1QiBnUxqJSMsTMe+HkRakOz7JM9JK1opMjv5viOc1EwnSe8iehvS3GhvPfxuy54Rol7JELSGHay0lZ3R6JhkpLfA2sXVEdOr0zfi0PVl/kYoFTiSHiQ3OGizYfBEegUasrOuwLl4Cs1WvT983dF2I1Yzn3V207rLThpvLINCy9+7AEKb2HcI6Fe7+WGxnA79Gqa2fiJAmYjs7mjdm/9sO/d7PJGvTqsf7XGNmrWihY94a3zOFVBQUFBQMFR4xs18iw/1/kXjuPJQWtoP4vY0idq8Hzjaza1F2pj/G9rTI9HFGXP/3EFt/FWX66EIG9AJk6H4LGfRTUfjPaSgN7n+iVLStyFD9BPJEJJHy8chwH41W6VcgA/cW5A0ZjUTHu8U4f0AG8wnohbOI7JFIL6qkhUhZjnriPrcjE69eRHCmk7MqJeH2UYiY1JE3I+kO2pGHZXSMcU0ca415p5dgDbgbaSZqiMjtj7wg3yeHQe0Q85sdx6agF+hIMvlpRy/cqlbDos/0DKthTgnPQFmsQGSph761NJIgnGhniASl82ORgLKKEv40nBAegUasrOuwLl6CZoZq+r6h60IMMF7P/Q8OcchRE6wBkeq9696BGw0WruxPg/kMBDMbbWZj0z7y0t6OsvS9Opq9GmW1I46fZmYdZrYz+j25LkKkFpvZYaGXOLPhmtTXS4ArQnexxiikoqCgoGAQcPfp7n5O7B8V2wfd/azYf6W7v9jd73b3P4a+ojN0E1egMJuEG1GGpTaU1m8iMlZ/DRzk7h0oVGgXdz/W3Q9y9+noB/+ROPZsd/8W8hTcgIzVZShzx67Aj6OPI1AawRoiOKdF6NZMZJT/Enk0WuI6I8fePj0ygpyDtBZ1ZITfGnPvIa/CLyF7Y0bGXFJIVBIityLvxbH0reHgZMJxAyJlxDV/IxfW+48Y98vkuOHF0f9/o/oZ6b3WFW3r8VxH05fEpAJ5LWRilFb4RqAXbbqXhJPJ4W5bVI7PqMzlO5U+kqWSnksLeQXwnrjn8ZXrl7v7r+iLEv60GWPIKzVvYAxYGXtdUO9du3CjwZKR1djFq9zXUHtyhk6ovSWqR3QLqgF0sbv/Cfg0cIKZ3YsWez4N4O53oAKkd6IkHW919/Qb/Wbgu+j35j5yqu/vAZMjg9+7iExSa4NCKgoKCgrWA8zsWeiHeg4STr+scjpVTd4B+Fx4L/ZDXo7TzGwuMsgbVY2d9DVyiTYL0cr/f6Lq2/chw/kf8bkSGbDfdvdUS2NaXP9GJORejjwetyMjeFkU60s4ChGfGvDDONaFiEkPMuBTSE/SZ0wlr8LficKHuoF/I+8MMdbCuLed0Qr/B+n7yl0U80/hWP8Vz65arTrNx5GXYXlsHWWnmkMuzteOQq+WxNhzUcjYbHJo1eFx7Vzgqth/nOxpSOEGuPuXYvcGlMqxO+6/mi6WmOs3Y39OPA8j/3voNbP/oGCtYa2tMhg3dLhPGj+M5GS0DnWl5qGGtbX3fVYN4VIDVsZeR3h3F63bbSvyNViy0F/tjzX4m1fvq2XcOBGQIfw3M1QpZd39fnffPz5Pc/dPxPG57n6cu+8e23mVaz7h7ru6+57ufknl+PXuvm+ce1vyRrj7Cnd/qbvv5u6HuPv9a3vfhVQUFBQUrB+8BxXL2yI8EZPMLBnAH3X3y5FH4K3uPsHdRyOPwP+gFH9bs6oO45/AWDM7HsDM3oRWx5OY+kRkTO+CsjF1oZCil9C3RgPhAm8HPujuCwDcvSu8MC8lhzOBDN/9UbpBRzG9CX9CHogkxk56ibExh3QPeyMjexkiT6fE8Z5o+73ov4WsYUjWw2RyGNEDyPPzMNnzUEfELWkmJiLDPl1/CDlz1FHkzE+j4tODMnpNqsx/69gfjwhGms/no59ZrIoTUFhUmlcbudAflS3IWzOa/GyJscY19FnCn9YA3tOjKtarM9jWI+HwHhVi9974p7e+Q3zWEd7d1fdZbYRwqd45T2Jm1Nrb+m80mOe4lnPuXbI09ChDaBIPoaZic0IhFQUFBQXrB0ciQznhAeR+ruKVyFMxL7wTh6AV/MvQ6nWjavCPyHX90/BufATpLxKejYzme939ehQ6dCNasZ+LPAQJH0WkZqURWyE9STORcB7yOrwOhe+8HBnYbUjXkbwT1SwjFvfTU/m+JMY7DqXDdeCTcb6tMpdjov8WJFpP76oOFKJ0HNJKtJDJxfGISIC8OVugcK4WlEa2jSyMTuQneTq2jO8p+1Rr9NldOQYKr0oF+KrhTwkPoJACi+sXxPFm1sMNyDtjSKSf2jUuw5bwpzXEgGLb9WnMNRrlpaL2gPBu/URY+2pCoVb3HNeRuLWMHydCMVR/KyenaBjoM8xQSEVBQUHBekB4H+ZXvh/u7l+J451x7G5338bdJ7n7ZHe/2t1f6+4jwxU9qqHPOcC7UYjSrcC1KCVrwtuBa9z96Gj/ZXcfj0hKG/B9M3uBmW0D/D+UIvVCM3szMqwvM7O/At8mr56DiMHjKGTnduQJmYMM7k+iehTjyYXqkvWbPAKJbMxA750/AZ+KNhPJKWNTqtpUDK+OiMmcSj/tSFMxN/pKaXQXkN9pqT7HZ2NbJ9e2WIFCnkDC9K7o+5o49q/KOC3R9u+VMXaO/QmsiicQ8eglV+huRhQgh2alGhuQQ7EKhjM2ce/FBke9l/qKFfQuWjRw236uXxf0zp+vPobIg2UMLvRpDStqbxYoyx4FBQUFmxEibOryhsNnhciuqpWoXvOyxmNkoXQVq1wbeBnwWqQX+AtaPX8lqrXwCWRgvxB5IuagQnndiMgsQWE+7ciAdrSiPwkZ+28hG9cpLex1ZIJxLyIskAXfR6E0rpORCP005J1YirwdfwBeAbwjrutCYWXnxXxSsbsR5DSxB0fb3elLAsaTMzrNIXstdmzynI6NvntjPokMpXdtjVxT5NkxvlX6moCqol9W6TOFP1HCn4YJ1qP3wtra1z0tqhnW0rLe9RT9Dh/i9g2qRzEbWg9WfRi6IQaB4qkoKCgoGAYIz8YV66n7R4Dp7v55FBo1EhnonUjL8EdyCtiF5FV+kJGfwpJ2RWRhL0Q0VkS7RDggp2FNAue/suq76hnIYAeFQhFjp4xOSa+R5tAe59uQdmJKHJ+IDPl6pW0SnPfSVwMBIhhPj/2dWRXLUbhZK9kzA33Dnz4Q25vI3pWllXYPNfRZwp82R2wkoTi1IRjXHRvZmA9iA6Ou/zKrCMnXI4Ys01UJfyooKCgo2FAwsxlmdtoQ9negmV1mZn81s+cOUZ/viX7HodX9S6KuxkdRqNBuSJi8FTKixyHyMTG6SO+X2eRQoWtRyBXIyE/1O7qRViOlfTUUhjQTVfZOIUFd8amj0CXom5q2J7YpHWx6ddeQwX9l5TjIWE9hSulY8mKkdLn1yvaIuG/IaW6rSEvEK6L94/E9eWiMXFF8BTlM68jYLiIX0ivYnLGRQluGanW/vnjxwI3WE7yzc6W3ZRUh+Xob1IfUM/NUDX8qpKKgoKAgYGbTzOzjle8XRKVqzOwVZnaVmV1tZj8ws/Y4/riZ3Wlmd5vZPWY23cxevpox9kerz6ukDjWz2poQBDM7y8xej7JGvcDdnwU8amava2j3BTPbqp8+zk3ZpKrzAI5095tQkaQkXnZUq+GryGj+LEoV+884twvZUE7YMu4X5NVI6EJkZUXsb0XOYpVwHAr/SZmo7iDXeUgVrZNgupNMIi5BWaZ+jAz5Osrg9AVEYBJR2C32e8heCY8xkrC7Kj5vIXtRkncBMzsrdndGmaxGkVPqQvZcQA7lei6ZmDwttqNYNayqZH8qGBJYa+tmo+eo1q+ojW7G34d4vKF+NiX7U0FBQUFBM5jZ05CG4PgQQX8FaAmCcAkKZfk08Dl3n+buPw2C0Ow39lRU9XqUmXVE/9PN7LPAhcgTkAzr58b5k83sSjO73szObOhvCorN/4WZ/QaY5e7fM7NrzeyrZnYbMsC/YWa3xpwxs3+Y2XmoTsWhcSzNd39yAbyJyFh+obsfgTwI1yOj/enufjYyjpciLURadV9ADgRIFsLJSCOxFBnt45EhPYZcAyPpKkBhUseRje/fxritZC/AtrHtiWt7EIFoQVViU4Xv/WMe7eQQqwdYlSQsQ16UxcCTZCJRQ2lk748+U/G9NM90zx8nezpSGJZXtulZ3MOq7+BGUgUl/KlgiOA9PZtNNqqUmrc2ejT1ZcvW/3i9veBDFY80SEIxDElF+YUqKCgoGBgvAb7s7l0A7n4dgJklgvAB4vfUzKYjofIS4Idm9jwU8tINnI6EuP+JjOn7w7AHrejvhVatb0fG56lmdmjsL0MG/gfM7GPx/UdIXH0MMsofB/7PzG5EIuZHYpy9UVG5HwC/NbN7ENF4VZz/f2b2EuBKM7sdZWbqNrNbkfh4O+BhM3sEraTfgLwHK8zsOTG/FWTtBHE+hQ2lFK4/Jwuw6/HM6nHdOPp6BfZDRfZSfQpiHsmDcGIc2ym2iXgsRsLym5GGY3IcH4MKz7WQPQfPiP46ySFa6VmPQ/qQqrYiERTI4VdVtANvi3aLyaFgCU4Weu+JxOqJ4KTrb6Vg3VBr2WyM54JA498sDO76UnH92ujRK/fXC9xpmTyJ3rnzBm47YF9A7/AjDINB8VQUFBQU9MUZ4TmYjlbWQYXQmhU7e4a7/wulSN2ncrwDGcWjgHdG8bsfonChrZChmuorPCeu2RlViq4jA30XZJx+Ehm8WyGDdg9U4fmDiEzMA34dff8OOCD6WxDzPw8Jhu8gVsHd/SRkyD+TXEfiyyjt6vOB6cgD82q0gv86pI3YCa2cX4pI0yyUfja9Qavi5S6kY2hHRKkHrc4nHUWqrp0qclu0T0LlmeSCdQnPI9eJqK7qJ4+Ix/nJiESNj+czEulA/kAOfQIRke6YUyIzbehv04JCmaoxEXchYkM8g0bchf42qSbHiMqzoTIWyOMDmXhBTnVbRQl/WlMUQrH5YYC/2XolFIEhIRSBoqkoKCgoKAC4KEKYpiGyADKet6k2MrNnAseb2TyU0vTAyuk73X0pMga/FoXqXo+M8i8ho3MZMn6XxzWfA85GxOFsFPrUi4jBGOBXwDvJQuXZyOi+EqVDPR2lfU2WZzvKRATg7p6M7mS4ppX6FnLhuikoTOhIRC7GIAP758C5yEDfK8a2eD6jkAENKkyXUCMb/UkMvW/MfTHZW7CcXIMireInL0bjW/dmRBBABn8vIlvEfSRiUEPk5DHkUTDkXTkk+v0LmYSkitwJnajuRhsiHakdcV0Sjd/EqlhcmUOzmI0V/RxL449ocr6EPw0TDFl2oU0BGyu71eaCp2j4UyEVBQUFBQPjF8B/pYrTZnYwynz0vChc9yzkTUhv2rTsdk9st0YGd1tc93ckgF5OFu7+FXgxMvq/GJ86CoXqQSE958R+EvYaIhQrEAFYgXQCxP6BSMPQEXqJFcCk0HKkatWnILH1wjj2L+AfMfd3x7yvRURnISIZALj7+5CW5IVoFb7qWbjW3VPq1hQe1YJW6rcgp5TtInsKWlE4VydwFiIFCXVyylgq7RMpSMQmeUE6kcdlQhz/ICIijlb/a8jwT8QGctG6Lcjej8Vx3z1k/UojEvncN/oGEa8V5H8TxJwSqXtmnJtTOd/i7ldTMHxQMb43Vt2H9YKmcrG1wNqIo2stmzapcZQSdzCfYYZCKgoKCgoGgLvfgTIJ/cXMrkZF1U4mV1oGGcC7N1z6SfQ7+wRwG1px/iUqfPZJJPpdGF6RXwJXkFeut0XpRV+JDPnDkdG+gpyWFWRobxHb3xEGsrsfFn2+P67bHa20jyUTj1NQSNDMOHcM0iEcg0KZ3h5zSN6EFlREbkFcg7t/LjQmyWOQVugPNbNkMfQio78NkY+kvUjC7KVkPcX3kCH/JXJmp+SFGENOD5s8G2leVWM/zeECFJbmKGxs79hvQSQhkZTkKWhBJO+AaFeL7xNizH+TvTErPVPuPj12L6dvfY6qFgNEgNKYv4hxp5KJRc3MTqAvSvjT5ozKavSw8lQMVYjZ2vTj9aEjNesFRahdUFBQ8JRHGIfTK9/Pquz/CAmj+7t2lfSv7p6qSzfi/CZtTxrEFA9q+H5E01a5z2+grE9fQCvkDwHvcffvmtk17p48AglHNummGa4Azo0q3ueQdQEtZM/DaEROQPqMfVC4V6oiDTLCj6AiaHb348xsF5RhaiJa3e9ERCR5PtoQuUqhV72ItO0f/be6+36RKnc2ImhJS5E8EEnb0I2yPI1HuotestdmMRJO7xhzP4TshToJhVRVkQhHHYXLdcd80rPpQARqNArj6iGHWYHE9o24mqio3Upr49+/YDPCsPJUbEy4g/dira143UUyNjUDfVObzwbCpkz1CgoKCgqGAO7+bnd/vOHYUevSZ6SmnYqyHb2VrBf4F3AfWrT6Rhy7BBGCpJPoQsb5SXG8h0rdB+TZWYoyJEGuJTGK7KHoIOtLOhA5SVmlUhjW28ihSYZIQwt9PT3VcZMlcBwiBC1kb0MNkaR74/vWlWfxjtg9PMZIFbkXkT0pRJ9JZ3IqWTsyIY61uvtl9EXxVBQUNMFKQrGpeS0c6K0P7jPMsIn9JQoKCgoK1hfc/QJ3/+4QdfdmFMrzdCTeTulhDybrRMbF9rMobOpJ9N5pJ2e2mh3XVoOrj0NeipS29QgUAjaZvqLq78f2SnKq2AfJYu4TkPGf9BeXxvVbkwXYVR3IEUgMPgmRjZnIO7FdzLmbnH1qQZNncgkKs3LkfUjPIZGVFP4F8HuytyTpVEaZ2X4NfRahdsFTA2uqrxgiQlEbMQLr6Bi44aCRvCeD+AwzFFJRUFBQULA2+A+0Gj8KeRvayEXiLkeG9HzkYZgA/C/ZyO6K4+8ihzT9vNL315DBfXF8/zu54nZ6b91OJgTVzFtjyOFVIxCxmUvfInapjkS90t9SYIm7vyPOr0BhV0moDcr4lEjBE02eSTXdLTFmCrcixnq8sp9cD+n8EpSRq6BgzbApC5cHizXVV7jrmnqv7j89gzV8FvUVK/DOzoEbruncnoKaikIqCgoKCtYjzGyGmZ02hP3tYmaXRC2NX5rZFqtpe5aZ3VOp2N14flsz+0zsp3bTzezlA8xhV2TkL0aG830o7Ae0Qp+0GXuRQ4guRiv/KY1rO0qz+/+i7Ynp/pAnoQWFExH7o5GRnzwMXSjV7wpydeu7kbA8oYbqhSRx9L5kwjE2tmn5/wH6ehbGI6IxLvYN+CfK0gU5/W0VuyPdi1XGqYY/VZdij44+6mSPzvjKvKrtSvhTQXNUjenNFRt7/kM9fsn+VFBQUFAw1AjdwS6oxkPjubX9/f0ZcCjKUHQMTUTfFTwXZVDaH3iXmU1qOP8RcoG/3aPPA8jGfH/zfAMylu+O71uijFag1fYn43wXuSr1f5CL46UUrheRn03K3vQz9G7qJBv5/4kM/D8Rq//ufigq+jc57g8U3tSMwCUdxGiyWLuzMo9WFJ5VxS+R1yDV0Eg4LrZTm4xzM1m8beQsW83iHK4hVxdPhGwJCuWqooQ/FfSP4bDqPRRzrz6DNe3PfT0Qi+KpKCgoKCgYWpyDVue3j9oQVLwGF5rZFmb2OzP7q5l9I86fbGZXmtn1ZnZmtTMz2xGtvL/M3ScgQ/h4M2sxswvM7BtmdpWZfTQumY0M57uA2929sWTsSxGxAKi7+4T4vMPMbjGzHwBnm9nxZvaP+ByPamwYIiCpfsQbo59RwHXIeB+JiEELOSQqiZOJ61qBN8f9EPdnZLEzwKeQEX9SXF8zs0tQhqg3kLUX7wbeE8/qijg2Oq4DEayUnnYECqFKxz8b150V51MdCSrbrcghTivh7l+K3SRW7457Talyq6QitXWky2hBqWpB4VA7NfZfUNAv1jLkZ9ih6rFZmzoWQ23gF1JRUFBQUDDEeBYy/LuB58Wxo5AH4QjgMyhU6ADgpWZ2OHAYWnnfO85XcSKwwt0vB3D3byGjdCuUTeg/kHD6rWa2LTKAf4KM5h0rdSMSRrv7r2LfKuFPe0Y/R6Hwm/NQ6NC+wHfJQugUj1MjG8Pt5MxGkFf6/xL7veTsS1sDtbiPhOWV/fSOmoI8C7PIXoPDUQ2P18S80livi/0DYttKTsV7KJmogETYdUQwkhflNbHdhVVDnNpRdisa+knYH/1dkxg9hU0lEtVCTjF8BNkTc2xsx6P0tVWU8KeC/rG2q/PDDX08FRs5xaw79PYO7jPMUEhFQUFBwXpA6A4mAK9AK9jvr5z+qrvvgozvJ9FK+0jkAfgXWoG/nlxQLmEiWSicUCevnl8TK/4j0Or8JFQZ+x5kBD+t4Vpr2D8gPsnAfqa7nwLsgNK77okyIaVQpe+TK4mn6tfLkDH+T/KKfQ0RHkcGdtINTAYIz8ytcSyJr9vJGoR69LkL+b01DhXKG0HfMKZ2RHYmkw3/5EVJbdL91mKOtcpYE8lehoRkoYxFnhToW907YTHwHXJxvfsarnfg+bF/D0o5WyPXqaiTSUtCCX8qGJ5YX96VTYFgFU9FQUFBQcEQ4r2xPQhlMtqz4ilIRfTaUZG0A5CRuxT4NErLuj+r4hpgtJntDmBmR6Lf8aRtSILlTkRIliIjdQtyFibM7DgzuxKFEf3azFKq1q+gDEcfIAzrSjjQ4vgA3BHnpwJfjv0D4txVMaeDyBWvIRep60Y6i664d0MEYaeYdy/y7vSg8C2AeeSsSam/evQxDmkmbol5ODDD3Z2sWziWXDMihSMlEpMM//TcdozxRkf/8xHxA/29kvfiQVbFI5UxFkdfTiY3vagQH3F/3nBsETnTVEHBmmFjh0Bt7JCjdcDQppSlkIqCgoKCgiHFS4Fz3H0Ld5+IjM1pcS7FscxAhOBG4Fq0yr0DMAfVMegDd/87MnR/FKTga8Bsd0/ei1PM7Gpk/P4ZeT8uRkbrY8DWZvY3JEJeFH2dD3wQra6fiTQgJyODdyZ51f0mMhm4GBnmU5CnwFFNCIDjY9wUIpUwDnkJ2mK/RhZgpwxNHUCXu38ijidvwJaIJK1AXgmPuXRHXz1IW5EqVy8OTcULEZkZj3QLyeD3eEa90XeCIW/EzMqxvwJ3xv5sMsH4w8qLzKbF7uHAbuR0sZPoG/7UQ37vHhZj1clhUM28HyX8abhhTesxDBYb20jd2OP3h0E8b2sZyr/JIDM/lexPBQUFBQWDRAvw7cr321D4UVqxB3gZMvgPQLUWpiKDfztkoFb1BQkvQuFJ+yOD+MTKuRFIC3GTu18f/fcikvJn4C3AhUjM/G5EaD6CVuZ7UArYLyAjuBO4P45djMhOHfg4yoq0BGlGToj9FNJUDVlK6CSHAC2OOdXi2iRmTsuc3zCzdmRgJyO7O853ILJiyOsyBnlhRqCaFy3kAnxHo2xQs6KPVPAu1aoYEf1OrMz3tzGXJBafg/QvR0ebx4iK2O4+o3J/KYPWbcBXK3OeTCYxoNCw9N69h+yp6K1ck0LPEkr403DDmtZjKFg3DOJ511cMYZ0KB/f6oD7DDYVUFBQUFKwHRBal+ZXvh7v7V+J4Zxy72923cfdJ7j7Z3a9299e6+0h3383dRzXp9wp3nxL9bOPud1ZOf8Tdx7v70dF2sbtv7+4HIsP0ImREz3L3fyNR8y7A54F/uPsKd78ZeUCeROlRn4GM818jA/enSBj9ADK8J7v7eBQu1EMOYUopZUFejifJq/KJLHjMp4tsWL8JGfxdZGP80ehvCdlIHxPfe4BdEYGqx6cXeCsiZROjzZXk0KIeROCuQGFVDvwCCblTmldD3pwlZH1FCjPDrGmsx/3AGbF/NSJnVdJQJRWPI6/N3ZXn1Im0NAUFBRsSQ030euuD+wwzFFJRUFBQMDwwmyyWboat0ar9LKRlILwZt7n7CmCFmf3AzG4GvoFCshYhErAPCt2aCrwYFa3rIYxlMxuPDPMWtNo+EoUqJa/FgcALkFEN2StxLQpLmkM2vNsRCRlZafdRsrGfvBp7kTUarfR9n7WiehJHoRCkVpR9a0Fl/JFIu5G8CbsC28e8Lfptj/NjYvxZyFsCOYtTFUcDp8T+8fGMWsnhT23k0LeUsnZs5TlNQKFOjX2W8KeCTQsbW7+xvjAU9+UO9frgPsMMhVQUFBQUDAOEZ+OK1TRJZOKPwOlmlsKVzMx2An6FQnJ+g+L9TwRejsTGr0Cr+tsj/cXHUMjWXGQYP0qu/5BChNrQOyaRjWqWI8jvn68gb0ISYo9EoVazySFU76+Mk7wXF8d+G9lor4ZRpXF7ybU0WuP8wjj/NUQcuhDBSSlvQQRoSmUONURQUqatZ7IqHgYuif0nyR6INOdq4PYNcXwKmex0IY9SFSX8qWDTw6aqn1hXDNV9FaF2QUFBQcEwxh+B09FK/MeAy83sH+TCdeehsKM3AZ8jV7X+FTL6d0Ok4GhELFqJbFLI8H409lvImZFSGFEiHHPpWwxuP5QlailZMD0ThS0lMTco/KqHrK1I44xG4Ulz4tjryRqK/4htFzl9bBpjUnxfHueeAN4R526MbRs5k1Ua8zSydmRPMlJY1A7RxmN/MX0xIeYL8nQknUgK6K4hcXlBwVMC1jo8ibLX64P6DDcUUlFQUFAwRDCz8ZUCcgtj+38baS5nmdnr03d3n4OIwzXAh5Dx/Vxk1Dsypt+FVu7no5X7qUgw3gW8BBn1x8T1jsKUuhEx+UIM1YlS0tYQWXgUEYJHETmpk7UNt6CMU2PJ9Teuje89ZPKxffS7N9nAn4xW+NvI6WGvQaJz6Fs4MBn37bH9MfJIPCu+t6BQKcieiDYk+F4Z5hXjJQIwLnXu7hfEbp0s1G4jV9iuxlSk+3wEPYcRlXNLkFC/ihL+NBxghrW1D9zuKQbv2Xj/pvv8PYa0MvkgvRTFU1FQUFBQ0B/cfaG7T3P3aUirMA34vpk9VCEb41ffy6owswlmdmo/52qxvabJ6SMbvj8K/N7dj3H3F7r7XHfvdfcPAv+NDPpHEGHYHxnFOyGvxO3IA/EpcmrcpWiV3pB3A5S56vQ4NhqFXLUhEtASnwnR9lWIsNxCriR9H7lgXjLKW1FRvBTOlKpyz0YZlxKR+DnKZgXwnNgujHEgk4PTyPoPYo6/jv3FMf6smHMrfTUPt8f+E7ElwsdAHpPkNXGy/sIr2zRmKgzoZIIyBtidvijhT8MB7nh318DtCjYYvLuL2qjIhZEMfBsCs9gpKWULCgoKCtYeZjatSh6AFjN7HioOVwM+HSTjT2b2VTO7xcxeYWa/MrNbzWz/IA/3mNl5ZnZ9XA/yKHzbzP5hZrfFeNPN7LPAhWb2YWC/OP+ByrSOqszvWJS56X1mtjyuv9LMrjKzPyAPxARELlJ2pTFIW7AMZXsag4z7LrSCvxO5cNuDyGgfEce6ydmY6qgmB9H332L/yhhzP6SRAGWWWobISsq6lLwHdXKth5FIXG1k0fR+KKOVkzUPU4HvkjNSQdY6VOtHJK/IM6JtF/Js1MmkYB75vVklcYfFdi9EZlIhw2bJ7xOpOIjskalm+ZrX0L54KtYA1tauugQbSUi8Mpwnxh/yomoDTsAGd+/RrmXLqbRuu836nUt1Pk1qRrSMGwe1FlomTlzl3GBQGzEij7eGqC9bxvIXHELLhFjrGYIsUA54b++gPsMNhVQUFBQUrCWqRAL4EvCziqfCUT2Id6FUrqnC9s4onGcOCpWZi4zL38TxbVE9i0eAn5jZdqhAXVrl3snMfgYcgipFvwU4CXlGDgNOMLORSEi9vZktMLMZwM8QKehCITbvRZWnjwF+ArwSaQ6+hMJwbkOag4VoxX0nsmdiMfI+JN3A8ph3DzLEl5MLwC2N/V0rj2672PaQMyDNjWNLkGh7TzKZSOlsazGXLnLNiq1irgnPTn8eRAgeRsRiGdnITyFH6R3olXMpk1R1GTERgaPI4U9trIp/xpyTp2UCfcXjoOcI8qokzUlKPdwCvLahz+KpWAN4d5cMw40UWrIynCdWvK0aVlNrwTo6sgFbQW306FWOQROS0traL3GwtnZa9tlj5feWiRNziE+Mv/K6CL/pfWI2PY/NWmWcpv1X597sfEUfYR0dqw3zadl795X99C5aBF6nd+Gi3Hfj/a4Gnvp3X6WtdXTIG9GsAF60HXPlPfzxziupjR271sSmYULg9cF9BgEzOzkWm2aY2dnrPsH1h0IqCgoKCtYNFwWJeAfZ4ASF8xyGhM7vBo4xs8eRAT0fiYo7UOG0CYhkfDmOPR1Vm64D05Gx+deoP1EHzkKG7vnAJ9EK/aFmdgsKW/obEio/CbwdGeodqMr37xEZ2RXYMgjR21AWohvj+NToZxISaHegWhaj0Kr5ZEQI/o0IQCcyjlMtij+j90srCoGqWhW9KLSojghWCjdKRGMZIjk3AdfFsd/EdxBJexvwlxhzN+BUcjXtDhROlQTYW8R+yqqUPCjVgnzXxFzriBSlwnepfSpCOC+eDehv1Ig2cjXux8npY9O2+hymxvckSgcRuB816bc5Brsqvb6wJqviGwrN5lT5vkGEwWa0bDEZzKiviAg+99WugteXLu3zPc1zJUkJw9nr/Rvq3tNN7x33rPzeO39+Drlaaej6qgTGfZVxsBqtW23Zt1lnJ70LFja0s5UGe1Uf4Z39FJOLZ9B71725HzORsHqv9t1XVrj2CBFqmTypaXerjNXwXLyzk/qyZc2ffbTtXbCQU/Y8mgfP3wlqQ/Nv1es+qM9AMLMW4OsoVfU+wCvMrFk6600ChVQUFBQUDB3eZGazzewRcraiB5Fx+xNEMlpRJenfIyP0TmQM70NOLboCGZczkZejB9jFzMYhg/fnyBD9AiIpnTFWN6or0Ys0DpPd/SJEeBYho3UfZGifg1b1RyAPxTikwViMyMGS6PdHsX0bIhnLycXqdiFnMboXeUJqqCZGtYBcNzLIu5Dh/vY4loTeIK0GAO5+ThCov8ehhTFHB16NNBKHxfdPkOtIpExPn47rpiCSkITiTs4WVUMhWR7PuLGPr0cftfj7pHAvj3uvhiy9JLY7IGII+humbFXpXbuITDB2ie8d5DCsm9296nWB1YU/bWyx52DH35BzbDanyvcNIgwOD0DV8La2dqy1ta9h3h/M+p/n6sJzqiv2qznfSGD6G6fn8Sf6P1/1eKxhyNAqgvVqH4k8pfsPr1Pv3MaowLVElXBWCJG1trLzmx7FRo4cmnGGzlNxCPIo3+/uXeg98oKhmeTQo/hSCwoKCtYNZ5jZUcjY/juqVv2fZvYQCr1x5ImoiqbvRyFIn0QGcxIq34uM+oVoBb6XHA6zD3AZMogXxblHkdZhZIzzMAp7eikSUyfr4gtoZXwb5BGoA99Dxvc+yEC+iyyg3gOJoFegTEkvRgLl/RFpeQgZ7EvJhjHkd8quZC8B5JSyaTsn5jCBrHU4gCykThgV7d6HCM1sJGROBeWWxbNcHnNIMQ7JckiF8ZaQq28vA/6AvD03xVxvHmQfi+J4DzltLuRK36dFPz3xPXlD6uQUti1kAvdE3PO/49lua2aT3H2lBeXuZxBVus1s8eX+ixQmNpac1Wqg/TVpu6H6G059rL4/B7rWoA/fZO6r//O+Dv11bcT78kofXjk/r0/blDRirbCY+Zde7r+YMsjmI8zs+sr389z9vMr3bVEobMJM4NB1md/6RPFUFBQUFKwbUvhTSmF6Q2z/iIzVdyAykFbkH0ZG9RNopXwFEid3AhciQzp5H+rA/6GXyhNodXsLpL1YjOoogIzYm9z9VGToz0NGc4uZXQJcgMKw0qr+YqSheAiF8fwUCZSvQcb7dJQJ6hrkSVkQY94T8/0AMpAdkY7xKK3rA3FvsxBhuAvpHSzu8Yq4rx9HP5ORV+SW+NxHTjcLmYBMiz5/j8KerkPajmXxPDuRhyFtE2bG36MVEYl/IzJwDKp9cVeM1z7IPn5K9lpcXGnzYDyjtPT4b0Q0HkB/jxSfsRz9zZe6eydZn7IQFQ28F+lp+sM98byeRB6mwe6vSdsN1d9w6mNTnNOm0semOKfVnnf3tBiyVnD3k9394EF+9m34fl5Dd83isTbZtFGFVBQUFBQMLZJhORvY0d2nI6HxPCSWHoUyFIFeGO9HWoYfxjlD4tzz0cr5YYhkXBgvu1vd/Sjgdnd/g7ufiwzYBWZ2EvJe/Bl5L57v7qcgw/5+5MG4GPiOuz8Thf38BDgOeA3wW+D+6D+RAdBL7DPIs7EQeU86UGjO5ciI3gWF/zzs7q9HhvchyFU/F/grIiZ3ufuRwO8QWfg5Eo0/johTqkhN9PtrZHj/DBn0s8ji59tQFqVfI4P8CUQyHo+/w1JEeP6NiMgiRLCuJaeZfRiRjAH7cPergF8A89z9SfriEUSKiHFSiFo7MlZ6EYmDvsLyPyHCeU20mUNBQUGBMBP9biZshxYgNkkUUlFQUFAwBAjy8KvK9w8Dt5jZ1cgrcArwMiS4XoCM1l+RBb37IoP2X8ibsBtwvrufjGJqz41+j4ohrjOz35jZ0cjInwJ8FHinux/m7oe6+6UNc7wFrbofZWZ/jfFOAy6PFbLHEbEAraL/JvbvBZ4PnAtc5+4nIpJxEfBx4GXufgQyltOq/OeQJ+UTwL1BYv4JvDzmcpa7z2h4jFe5++WV7xdHfzPc/RLkzXga8iTcg8jZnxF5eQB5S94Q185BxfbmAifGsfvd/bvu/jp3T5Wt34E8KIPt4whU/K8R73b3nso455Gzez1OzroFuc7HCnc/K+5zPPAjd7+7Sd8FBQVPTfwL2N3MdjazdvR7/buNPKd+Yb4xRV4FBQUFBZs0orDbx9399Or+Bhz/e8Bb3X3FGlwzDRGsjzaQlDUZd5U+zGwq8H53f+cg+2hF2pWno7CyPdfkPpr098bK16ORR2sw+2vSdkP1N5z62BTntKn0sSnOabXnm4QgbVSY2XNQqu8WtND0iY07o/5RSEVBQUFBQb/YGERiXRGE4Hh3P2cj9/FO4IUoBOrV7v7vte2roKCgYFNHIRUFBQUFBQUFBQUFBeuEoqkoKCgoKCgoKCgoKFgnFFJRUFBQUFBQUFBQULBOKKSioKCgoKCgoKCgoGCdUEhFQUFBQUFBQUFBQcE6oZCKgoKCgoKCgoKCgoJ1QiEVBQUFBQUFBQUFBQXrhP8PYtyKXxOIYbAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_connectivity(connectivity=conn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "d105f9c4-1229-4e56-9baa-eb3fc97eee38",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save connectivity in TVB accepted format\n",
    "centres_content = np.concatenate((np.array(reg_names)[:, None], positions), axis=1)\n",
    "\n",
    "\n",
    "root_folder = 'julich_conn'\n",
    "subject = weights_info['subject']\n",
    "out_dir = os.path.join(root_folder, subject)\n",
    "if not os.path.exists(out_dir):\n",
    "    os.makedirs(out_dir)\n",
    "\n",
    "np.savetxt(os.path.join(out_dir, \"centers.txt\"), centres_content, \"%s\")\n",
    "np.savetxt(os.path.join(out_dir, \"hemispheres.txt\"), hemi, \"%s\")\n",
    "np.savetxt(os.path.join(out_dir, \"weights.txt\"), weights_matrix.to_numpy(), \"%f\")\n",
    "np.savetxt(os.path.join(out_dir, \"tract_lenghts.txt\"), tracts_matrix.to_numpy(), \"%f\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d8fcbbf-f537-4763-889a-89adba49b2f8",
   "metadata": {},
   "source": [
    "### Create simulation using the obtained connectivity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "dabaece2-a288-4f3c-95d8-d790756715f5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<h3>Simulator</h3>\n",
       "<thead><tr><th></th><th style=\"text-align:left;width:40%\">value</th></tr></thead>\n",
       "<tbody>\n",
       "<tr><td>Type</td><td style=\"text-align:left;\"><pre>Simulator</pre></td>\n",
       "<tr><td>conduction_speed</td><td style=\"text-align:left;\"><pre>3.0</pre></td>\n",
       "<tr><td>connectivity</td><td style=\"text-align:left;\"><pre>Connectivity gid: 4ea31043-fa71-44f2-85e3-d870dedb2281</pre></td>\n",
       "<tr><td>coupling</td><td style=\"text-align:left;\"><pre>Linear gid: d2f73f95-3794-4ae1-ad41-bb1c69bd295d</pre></td>\n",
       "<tr><td>gid</td><td style=\"text-align:left;\"><pre>UUID('d6c3f021-333c-4bfc-9fcb-c178e13b6d44')</pre></td>\n",
       "<tr><td>initial_conditions</td><td style=\"text-align:left;\"><pre>None</pre></td>\n",
       "<tr><td>integrator</td><td style=\"text-align:left;\"><pre>HeunDeterministic gid: 16dfd6f1-ac85-4070-9951-49ed9ecd2f9f</pre></td>\n",
       "<tr><td>model</td><td style=\"text-align:left;\"><pre>Generic2dOscillator gid: a66d1c09-f310-4da6-bb56-a33a09091916</pre></td>\n",
       "<tr><td>monitors</td><td style=\"text-align:left;\"><pre>(<tvb.simulator.monitors.TemporalAverage object at 0x000002325EE14908>,)</pre></td>\n",
       "<tr><td>simulation_length</td><td style=\"text-align:left;\"><pre>1024.0</pre></td>\n",
       "<tr><td>stimulus</td><td style=\"text-align:left;\"><pre>None</pre></td>\n",
       "<tr><td>surface</td><td style=\"text-align:left;\"><pre>None</pre></td>\n",
       "<tr><td>title</td><td style=\"text-align:left;\"><pre>Simulator gid: d6c3f021-333c-4bfc-9fcb-c178e13b6d44</pre></td>\n",
       "</tbody></table>"
      ],
      "text/plain": [
       "<tvb.simulator.simulator.Simulator at 0x234b5c88588>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim = simulator.Simulator()\n",
    "sim.connectivity = conn\n",
    "sim.simulation_length = 1024\n",
    "sim.configure()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "86bdab92-3ebb-4868-8509-4ef80f674a72",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING  random_state supplied for non-stochastic integration\n"
     ]
    }
   ],
   "source": [
    "(time, data),  = sim.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "1f33005b-fe98-4467-b80e-745f902baa52",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1048"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "time.size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "d408ee72-b5be-4d3f-847e-c0a9980c993c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1048, 1, 294, 1)"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "f99fa008-749d-42ec-9769-a5d57a382d40",
   "metadata": {},
   "outputs": [],
   "source": [
    "tsr = time_series.TimeSeriesRegion(\n",
    "    data=data,\n",
    "    connectivity=sim.connectivity,\n",
    "    sample_period=sim.monitors[0].period)\n",
    "tsr.configure()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "09cfecb0-34f1-4351-945f-bdb6663815e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9987dc8359b2415db112329a08851589",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "GridBox(children=(Output(layout=Layout(border='solid 1px black', margin='3px 3px 3px 3px', padding='2px 2px 2p…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib widget\n",
    "import tvb.simulator.plot.timeseries_interactive as ts_int\n",
    "tsi = ts_int.TimeSeriesInteractive(time_series=tsr)\n",
    "tsi.configure()\n",
    "tsi.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c1c0f6dc",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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