{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e1e4ebc9-1002-4f3b-9afe-48227edab486",
   "metadata": {},
   "source": [
    "# calculations with pH data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9cc2f5eb-3307-41e0-a035-5a0604d142f3",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "from pyrotoolbox.parsers import parse\n",
    "from pyrotoolbox.pH import (calculate_pH, calculate_pH_from_calibration, calculate_pH_from_interpolated_calibration, \n",
    "                            calculate_pH_with_prospective_drift_compensation)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89615543-984a-4d29-ab16-9fef3014161f",
   "metadata": {},
   "source": [
    "## recalc with different calibration"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9917bd34-cc59-41b0-9744-cbccde9e9eb1",
   "metadata": {},
   "source": [
    "Logger war von April bis July im Einsatz. Am Ende wurde eine neue Kalibration aufgenommen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3a6dace4-112b-452a-9ecd-de801eff3f4b",
   "metadata": {},
   "outputs": [],
   "source": [
    "pH_hl_1, m_pH_hl_1 = parse('rovdata/PH2ROV1.txt')\n",
    "pH_hl_2, m_pH_hl_2 = parse('rovdata/PH2ROV2.txt')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3070de00-be03-4244-825e-85f120ef24ed",
   "metadata": {},
   "source": [
    "pH_hinten_links_1 enthält die Messdaten von April bis zum 9. July\n",
    "m_pH_hinten_links_2 enthält die Abschlusskalibration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "78769ac3-f7e1-4bdc-a0f3-9ef6d71adf3f",
   "metadata": {},
   "outputs": [
    {
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       "                     status    dphi  sample_temperature  case_temperature  \\\n",
       "date_time                                                                   \n",
       "2024-04-08 13:55:32     0.0  21.674              26.864             27.20   \n",
       "2024-04-08 13:56:32     0.0  21.680              26.916             26.97   \n",
       "2024-04-08 13:57:32     0.0  21.686              27.272             26.80   \n",
       "2024-04-08 13:58:32     0.0  21.689              27.397             26.71   \n",
       "2024-04-08 13:59:32     0.0  21.695              27.459             26.64   \n",
       "...                     ...     ...                 ...               ...   \n",
       "2024-07-09 17:25:32     0.0  33.999              29.246             26.80   \n",
       "2024-07-09 17:26:32     0.0  33.610              28.997             27.93   \n",
       "2024-07-09 17:27:32     0.0  33.761              28.950             28.68   \n",
       "2024-07-09 17:28:32     0.0  33.905              28.877             29.12   \n",
       "2024-07-09 17:29:32     0.0  34.128              29.732             29.44   \n",
       "\n",
       "                     signal_intensity  ambient_light  pressure  humidity  \\\n",
       "date_time                                                                  \n",
       "2024-04-08 13:55:32           293.129         27.902   983.661    34.791   \n",
       "2024-04-08 13:56:32           294.613         26.226   984.164    35.085   \n",
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       "2024-04-08 13:59:32           290.417         26.679   983.721    35.383   \n",
       "...                               ...            ...       ...       ...   \n",
       "2024-07-09 17:25:32           162.006         32.015  1042.066    43.950   \n",
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       "2024-07-09 17:29:32           158.054         47.130  1046.408    41.959   \n",
       "\n",
       "                        pH         R     time_s  \n",
       "date_time                                        \n",
       "2024-04-08 13:55:32  4.820  1.576412        0.0  \n",
       "2024-04-08 13:56:32    NaN  1.577852       60.0  \n",
       "2024-04-08 13:57:32    NaN  1.578747      120.0  \n",
       "2024-04-08 13:58:32    NaN  1.579240      180.0  \n",
       "2024-04-08 13:59:32    NaN  1.579230      240.0  \n",
       "...                    ...       ...        ...  \n",
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       "2024-07-09 17:26:32  8.004  0.727966  7961460.0  \n",
       "2024-07-09 17:27:32  8.017  0.717720  7961520.0  \n",
       "2024-07-09 17:28:32  8.028  0.709191  7961580.0  \n",
       "2024-07-09 17:29:32  8.027  0.697615  7961640.0  \n",
       "\n",
       "[132695 rows x 11 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
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    }
   ],
   "source": [
    "pH_hl_1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "adcf6c5c-8c60-4df8-a667-c2d30385c7b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[0;31mSignature:\u001b[0m\n",
       "\u001b[0mcalculate_pH_from_calibration\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mR\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mtemperature\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0msalinity\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0mcalibration\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m    \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
       "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;31mDocstring:\u001b[0m\n",
       "apply a pH calibration to measurement data for FW >= 410\n",
       "\n",
       "The calibration parameters can be passed from the calibration metadata.\n",
       "\n",
       "Example usage:\n",
       "apply_pH_calibration(data['R'], data['temp'], data['salinity'], m['calibration'])\n",
       "\n",
       ":param R: R-value from the sensor\n",
       ":param temperature: temperature of the sample in °C\n",
       ":param salinity: salinity of the sample in g/L\n",
       ":param calibration: calibration dictionary as created by the parsers\n",
       ":param kwargs: kwargs are inserted into the calibration and override the values\n",
       ":return: calculated pH values\n",
       "\u001b[0;31mFile:\u001b[0m      ~/Programmieren/pyrotoolbox/pyrotoolbox/pH.py\n",
       "\u001b[0;31mType:\u001b[0m      function"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "calculate_pH_from_calibration?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "7c7385d7-2390-41a0-abe7-a9ae34640e39",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/christoph/.venvs/pyro/lib/python3.12/site-packages/pandas/core/arraylike.py:399: RuntimeWarning: invalid value encountered in log10\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "pH_hl_1['pH_endcal'] = calculate_pH_from_calibration(pH_hl_1['R'], \n",
    "                                                              pH_hl_1['sample_temperature'],\n",
    "                                                              m_pH_hl_1['settings']['salinity'],\n",
    "                                                              m_pH_hl_2['calibration'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "936bfd54-82b5-4744-85ad-2907bf687853",
   "metadata": {},
   "outputs": [
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       "      <td>0.0</td>\n",
       "      <td>21.695</td>\n",
       "      <td>27.459</td>\n",
       "      <td>26.64</td>\n",
       "      <td>290.417</td>\n",
       "      <td>26.679</td>\n",
       "      <td>983.721</td>\n",
       "      <td>35.383</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.579230</td>\n",
       "      <td>240.0</td>\n",
       "      <td>NaN</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-09 17:25:32</th>\n",
       "      <td>0.0</td>\n",
       "      <td>33.999</td>\n",
       "      <td>29.246</td>\n",
       "      <td>26.80</td>\n",
       "      <td>162.006</td>\n",
       "      <td>32.015</td>\n",
       "      <td>1042.066</td>\n",
       "      <td>43.950</td>\n",
       "      <td>8.016</td>\n",
       "      <td>0.714338</td>\n",
       "      <td>7961400.0</td>\n",
       "      <td>7.864503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-09 17:26:32</th>\n",
       "      <td>0.0</td>\n",
       "      <td>33.610</td>\n",
       "      <td>28.997</td>\n",
       "      <td>27.93</td>\n",
       "      <td>163.530</td>\n",
       "      <td>31.317</td>\n",
       "      <td>1042.987</td>\n",
       "      <td>42.979</td>\n",
       "      <td>8.004</td>\n",
       "      <td>0.727966</td>\n",
       "      <td>7961460.0</td>\n",
       "      <td>7.849334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-09 17:27:32</th>\n",
       "      <td>0.0</td>\n",
       "      <td>33.761</td>\n",
       "      <td>28.950</td>\n",
       "      <td>28.68</td>\n",
       "      <td>162.294</td>\n",
       "      <td>29.670</td>\n",
       "      <td>1044.064</td>\n",
       "      <td>42.391</td>\n",
       "      <td>8.017</td>\n",
       "      <td>0.717720</td>\n",
       "      <td>7961520.0</td>\n",
       "      <td>7.864751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-09 17:28:32</th>\n",
       "      <td>0.0</td>\n",
       "      <td>33.905</td>\n",
       "      <td>28.877</td>\n",
       "      <td>29.12</td>\n",
       "      <td>160.626</td>\n",
       "      <td>44.748</td>\n",
       "      <td>1045.449</td>\n",
       "      <td>42.130</td>\n",
       "      <td>8.028</td>\n",
       "      <td>0.709191</td>\n",
       "      <td>7961580.0</td>\n",
       "      <td>7.878145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-09 17:29:32</th>\n",
       "      <td>0.0</td>\n",
       "      <td>34.128</td>\n",
       "      <td>29.732</td>\n",
       "      <td>29.44</td>\n",
       "      <td>158.054</td>\n",
       "      <td>47.130</td>\n",
       "      <td>1046.408</td>\n",
       "      <td>41.959</td>\n",
       "      <td>8.027</td>\n",
       "      <td>0.697615</td>\n",
       "      <td>7961640.0</td>\n",
       "      <td>7.879995</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>132695 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                     status    dphi  sample_temperature  case_temperature  \\\n",
       "date_time                                                                   \n",
       "2024-04-08 13:55:32     0.0  21.674              26.864             27.20   \n",
       "2024-04-08 13:56:32     0.0  21.680              26.916             26.97   \n",
       "2024-04-08 13:57:32     0.0  21.686              27.272             26.80   \n",
       "2024-04-08 13:58:32     0.0  21.689              27.397             26.71   \n",
       "2024-04-08 13:59:32     0.0  21.695              27.459             26.64   \n",
       "...                     ...     ...                 ...               ...   \n",
       "2024-07-09 17:25:32     0.0  33.999              29.246             26.80   \n",
       "2024-07-09 17:26:32     0.0  33.610              28.997             27.93   \n",
       "2024-07-09 17:27:32     0.0  33.761              28.950             28.68   \n",
       "2024-07-09 17:28:32     0.0  33.905              28.877             29.12   \n",
       "2024-07-09 17:29:32     0.0  34.128              29.732             29.44   \n",
       "\n",
       "                     signal_intensity  ambient_light  pressure  humidity  \\\n",
       "date_time                                                                  \n",
       "2024-04-08 13:55:32           293.129         27.902   983.661    34.791   \n",
       "2024-04-08 13:56:32           294.613         26.226   984.164    35.085   \n",
       "2024-04-08 13:57:32           291.169         26.382   984.078    35.250   \n",
       "2024-04-08 13:58:32           290.793         26.150   983.909    35.310   \n",
       "2024-04-08 13:59:32           290.417         26.679   983.721    35.383   \n",
       "...                               ...            ...       ...       ...   \n",
       "2024-07-09 17:25:32           162.006         32.015  1042.066    43.950   \n",
       "2024-07-09 17:26:32           163.530         31.317  1042.987    42.979   \n",
       "2024-07-09 17:27:32           162.294         29.670  1044.064    42.391   \n",
       "2024-07-09 17:28:32           160.626         44.748  1045.449    42.130   \n",
       "2024-07-09 17:29:32           158.054         47.130  1046.408    41.959   \n",
       "\n",
       "                        pH         R     time_s  pH_endcal  \n",
       "date_time                                                   \n",
       "2024-04-08 13:55:32  4.820  1.576412        0.0        NaN  \n",
       "2024-04-08 13:56:32    NaN  1.577852       60.0        NaN  \n",
       "2024-04-08 13:57:32    NaN  1.578747      120.0        NaN  \n",
       "2024-04-08 13:58:32    NaN  1.579240      180.0        NaN  \n",
       "2024-04-08 13:59:32    NaN  1.579230      240.0        NaN  \n",
       "...                    ...       ...        ...        ...  \n",
       "2024-07-09 17:25:32  8.016  0.714338  7961400.0   7.864503  \n",
       "2024-07-09 17:26:32  8.004  0.727966  7961460.0   7.849334  \n",
       "2024-07-09 17:27:32  8.017  0.717720  7961520.0   7.864751  \n",
       "2024-07-09 17:28:32  8.028  0.709191  7961580.0   7.878145  \n",
       "2024-07-09 17:29:32  8.027  0.697615  7961640.0   7.879995  \n",
       "\n",
       "[132695 rows x 12 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pH_hl_1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "72c86c7d-a708-4bd6-8e37-6ca165bf2928",
   "metadata": {},
   "source": [
    "## plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "11446ea3-fc28-4a5a-ae9e-1e749b010f95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.plot(pH_hl_1['pH']['2024-04-10 15:00':], label='startcal')\n",
    "ax.plot(pH_hl_1['pH_endcal']['2024-04-10 15:00':], label='endcal')\n",
    "ax.legend()\n",
    "ax.set_ylabel('pH')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b603c0f-7c88-4301-81c9-7d06d2b5bade",
   "metadata": {},
   "source": [
    "## calculate with different temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "30ff201c-12f0-4b8b-8ddc-36f37bdc6e4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "pH_hl_1['pH_fixedT25'] = calculate_pH_from_calibration(pH_hl_1['R'], \n",
    "                                                              25,\n",
    "                                                              m_pH_hl_1['settings']['salinity'],\n",
    "                                                              m_pH_hl_1['calibration'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "656232b6-d9e0-42bf-826b-182c160c6460",
   "metadata": {},
   "source": [
    "## calculate with device temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "f60a0cdf-c6bd-4a48-8d2b-594059914196",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/christoph/.venvs/pyro/lib/python3.12/site-packages/pandas/core/arraylike.py:399: RuntimeWarning: invalid value encountered in log10\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "pH_hl_1['pH_devT'] = calculate_pH_from_calibration(pH_hl_1['R'], \n",
    "                                                              pH_hl_1['case_temperature'],\n",
    "                                                              m_pH_hl_1['settings']['salinity'],\n",
    "                                                              m_pH_hl_1['calibration'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d8fa114b-f79f-497d-a709-ec76c6a11bdf",
   "metadata": {},
   "source": [
    "## calculate with 40 PSU"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "9225626d-fd67-40d9-ad00-e35ae14a89a2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/christoph/.venvs/pyro/lib/python3.12/site-packages/pandas/core/arraylike.py:399: RuntimeWarning: invalid value encountered in log10\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "pH_hl_1['pH_PSU40'] = calculate_pH_from_calibration(pH_hl_1['R'], \n",
    "                                                              pH_hl_1['sample_temperature'],\n",
    "                                                              40,\n",
    "                                                              m_pH_hl_1['calibration'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "5d6d2863-0eff-474c-b92e-37e2bf003b58",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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xYMAA9O7dG998843bbVx33XVYvXq1z311BxV2FAqFQvE7nDEy1F2oPxijbJazUG3bjxQXF+OJJ57AO++8g7y8PAwbNgx79+5FZGQkunfvjvz8fBgMBmfwhZQOHTpgx44dGD58uHOaP1KIeDoUm5OTgwEDBuCaa67B7NmzodO5D1nIzMx0ithAQoUdhUKhUPzOnsL9aC2ZNrHzcyHpS52HYfw+HBoqnn/+eTRr1gzvvvsuTCYTunXrhjfffBMzZ87EzTffjF69emHo0KH46KOP0LZtW+Tm5uKvv/7CPffcgx49euC1117DE088gR49eqBPnz6YP38+Dh8+jJYtW/rUL0+GYnNyctC/f3+0aNEC06ZNQ2FhoXOew79w7ty5CAsLQ7du3QAAS5cuxQ8//IDvvvvOp35qgQo7CoVCofgdI+QO941jm4WgJ5Tawrx58/D3339j3759MBgMMBgM+Omnn3DDDTfgzjvvxKBBg/D333/jnXfewZNPPonCwkI0btwYN954Ixo1agQAeOihh5CVlYW33noLNTU1uO+++/DCCy9g5cqVQduP1atX49SpUzh16hSaNm0qmsfbq6wAwMSJE3Hu3DkYDAa0b98eixYtwv333x/w/jG8sBdXAGVlZYiPj0dpaSni4uJC3R0KhUKpl2Qe/xPhd49yfh/zuB5v3/M+erW/N4S9qhvU1NTgzJkzyMjIQERERKi7QwkSaufdE+1C89hRKBQKxe9w2TtF36fMZVFeWBKazlAoVxBU2FEoFArF77DxLWTTwi7SSFkKJdBQYUehUCgUv8Px8gTFTHFOCHpCoVxZUGFHoVAoFL/DsvIExYbcQyHoCYVyZUGFHYVCoVB8wsJa8MuJX3C+zFYUNqskC68fnC5rx3PhQe4ZhXLlQdOdUCgUCsUn5h2Zh+l7pwMADj5+EEN/G4poQr6FqrCm8okUCsWvUIsdhUKhUHxiz8U9smkMQdjVVJqC0BsK5cqGCjsKhUKh+AQPsYqLMcYQ0hMDcTwXnA5RKFcwVNhRKBQKxa9UWCqIFru4TUeD3xkK5QqDCjsKhUKh+ITUYgeQh2Iji8qD0BtKbaJ///54/fXX/ba+s2fPgmEYZGZm+m2d9Q0q7CgUCoXid3RXVLFKSrBo1qwZ8vLy0Llz54Csn2EY1b/x48cHZLv+hEbFUigUCsXvkCx2Vckxwe8IpV6h1+vRuHHjgK0/Ly/P+XnRokUYN24cjh8/7pwWE1P7r2FqsaNQKBSK32mTK1d25+6/PgQ9oQSLyspKDB8+HDExMUhNTcUnn3wia2MymfDmm2+iSZMmiI6OxnXXXYf169cDsBW6j4yMxIoVK0TLLFu2DLGxsaiqqiIOxR4+fBh33nkn4uLiEBsbi759+yIrK8s5/7vvvkOHDh0QERGB9u3b46uvvlLch8aNGzv/4uPjwTCMaBoVdhQKhUKp/xCsc8Wx8rhYzkAfOfWZUaNGYcOGDfjtt9+watUqrF+/Hnv37hW1efnll7Ft2zb8/PPPOHDgAB544AHcfvvtOHnyJOLi4nDnnXdiwYIFomXmz5+PoUOHIioqSrbNnJwc3HjjjQgPD8e6deuwZ88ePPXUU7Barc5lx40bh0mTJuHo0aOYPHkyxo4di7lz5wbuQIQYOhRLoVAoFL9DdLHjqeOdN/A8j2prdUi2HWmIBMOQkteIqaiowPfff4+ffvoJAwcOBADMnTsXTZu6klJnZ2dj9uzZyM7ORlpaGgDgzTffxD///IPZs2dj8uTJGDZsGB577DFUVVUhKioKZWVl+Ouvv7Bs2TLidmfOnIn4+Hj8/PPPMBqNAIC2bds657/33nv45JNPcO+99wIAMjIycOTIEXz99dd4/PHHvTsotRwq7CgUCoXid0g+dqToWYp7qq3VuG7BdSHZ9o5HdyDKKLeUScnKyoLZbMZ117n6mZSUhHbt2jm/Hzx4ECzLioQXYBueTU5OBgDccccdMBqN+P333/Hwww9jyZIliIuLw80330zcbmZmJvr27esUdUIqKyuRlZWFESNG4JlnnnFOt1qtiI+Pd7tPdRUq7CgUCoXid0iDrjy12F3RVFRUQK/XY8+ePdDr9aJ5Dt+1sLAw3H///ViwYAEefvhhLFiwAA899BAMBrJciYyMVN0eAHz77bciwQlAtv36BBV2FAqFQvEJU02lbBrJYkcNdt4RaYjEjkd3hGzbWmjVqhWMRiN27NiB5s2bAwAuX76MEydOoF+/fgCAbt26gWVZFBQUoG/fvorrGjZsGG655RYcPnwY69atwwcffKDYtmvXrpg7dy4sFovMateoUSOkpaXh9OnTGDZsmKb9qA9QYUehUCgUnwg7cRTTllmxoqcO1sesiOE4MDzBL4ta7LyCYRhNw6GhJCYmBiNGjMCoUaOQnJyMlJQUvPPOO9DpXLbbtm3bYtiwYRg+fDg++eQTdOvWDYWFhVi7di26du2KwYMHAwBuvPFGNG7cGMOGDUNGRobM2ibk5ZdfxowZM/Dwww9jzJgxiI+Px/bt23HttdeiXbt2mDBhAl599VXEx8fj9ttvh8lkwu7du3H58mWMHDky4MclFNAQJQqFQqH4xK3ra9D8EvDcCg7Prn4W+moGo5awsnZ0KLZ+8/HHH6Nv374YMmQIbr75Ztxwww245pprRG1mz56N4cOH47///S/atWuHoUOHYteuXU4rH2ATso888gj279/v1tKWnJyMdevWoaKiAv369cM111yDb7/91mm9e/rpp/Hdd99h9uzZ6NKlC/r164c5c+YgIyPD/weglsDwV9gvraysDPHx8SgtLUVcXFyou0OhUCh1nt8HdUKbMxwA4MExBiyeYiW2O/Bsfzw0clYwu1YnqampwZkzZ5CRkYGIiIhQd4cSJNTOuyfaJaQWO5ZlMXbsWGRkZCAyMhKtWrXCxIkTVd/q1q9fTyzzkZ+fH8SeUygUCsWJVvOA4N5uYk2B6QuFcoUTUh+7qVOnYtasWZg7dy46deqE3bt348knn0R8fDxeffVV1WWPHz8uUq0pKSmB7i6FQqFQfMAh62btn4WvMr/Cd7d+h+tSQ5PGg0Kpr4RU2G3duhV3332302EyPT0dCxcuxM6dO90um5KSgoSEhAD3kEKhUCjucJ++1o7dYvdVpq2k06Qdk/D70N8D0ykK5QolpEOxvXv3xtq1a3HixAkAwP79+7F582YMGjTI7bJXX301UlNTccstt2DLli2K7UwmE8rKykR/FAqFQgk+UjcbRqskLL1AI2opFI2E1GI3evRolJWVoX379tDr9WBZFpMmTVKNgklNTcX//vc/9OjRAyaTCd999x369++PHTt2oHv37rL2U6ZMwYQJEwK5GxQKhULRgFfSbHoXoCTb9nl8qT+7Q6HUS0Iq7BYvXoz58+djwYIF6NSpEzIzM/H6668jLS1NsYZbu3btRCVKevfujaysLHz22Wf48ccfZe3HjBkjylVTVlaGZs2a+X9nKBQKhUIkPwVoXACA5zxfuCQblQyDaGqxo1A0EVJhN2rUKIwePRoPP/wwAKBLly44d+4cpkyZ4lFx3muvvRabN28mzgsPD0d4eLhf+kuhUCgUAm40l2O2wVwK/DPGOb3cXO521R8nJWBefByaWyz4y4cuUihXCiH1sauqqhJlpQZs9ds4zrO3uszMTKSmpvqzaxQKhULxGzZfuqSCHbBs/8o5tbC60O2S8+Jt2Q+yCUXeKRSKnJBa7IYMGYJJkyahefPm6NSpE/bt24dPP/0UTz31lLPNmDFjkJOTg3nz5gEApk+fjoyMDHTq1Ak1NTX47rvvsG7dOqxatSpUu0GhUChXNBU6NyY7e4zExqgIvJER75zcOKpRAHtFoVyZhFTYzZgxA2PHjsWLL76IgoICpKWl4bnnnsO4ceOcbfLy8pCdne38bjab8d///hc5OTmIiopC165dsWbNGgwYMCAUu0ChUCgUNzhkX7ZBbHWLqboc/M5QKPWckA7FxsbGYvr06Th37hyqq6uRlZWFDz74AGFhYc42c+bMwfr1653f33rrLZw6dQrV1dUoKirCv//+S0UdhUKh1EXMFZ61pwEUdYoPP/wQDMPg9ddfd06rqanBSy+9hOTkZMTExOC+++7DxYsXnfPPnj0rqiqVnJyMW2+9Ffv27XO2OXPmDB599FGkpaUhIiICTZs2xd13341jx46J1pGZmSnrU//+/UX9qY+EVNhRKBQKpf7D24diGYkuOyV4ideEpdo/HaIEnF27duHrr79G165dRdPfeOMN/PHHH/jll1+wYcMG5Obm4t5775Utv2bNGuTl5WHlypWoqKjAoEGDUFJSAovFgltuuQWlpaVYunQpjh8/jkWLFqFLly4oKSkJ0t7VbkI6FEuhUCiUuo9eINj0rLJVTXOFCgEJLIsSvR4AYCo8ivAm13ixFkowqaiowLBhw/Dtt9/igw8+cE4vLS3F999/jwULFuCmm24CAMyePRsdOnTA9u3bcf311zvbJicno3HjxmjcuDGmTZuGPn36YMeOHWjUqBGysrKwdu1atGjRAgDQokUL9OnTJ7g7WYuhFjsKhUKh+IRe8Hn8fFbewKHovBhJTbW61lepuzIfWTzPg6uqCsmftFqIFl566SUMHjwYN998s2j6nj17YLFYRNPbt2+P5s2bY9u2bYrri4yMBGDzsW/YsCF0Oh1+/fVXsCzhWqNQix2FQqFQfEP46G+Xoz4fAOIreHQ9w2NbB/c2vEqdq42luti7DtZx+OpqHO8eGktlu717wERFaW7/888/Y+/evdi1a5dsXn5+PsLCwmR13hs1aoT8/Hzi+kpKSjBx4kTExMTg2muvRaNGjfDFF1/grbfewoQJE9CjRw8MGDAAw4YNQ8uWLT3at/rKlfn6Q6FQKBS/odWm45Bok+axeOVPDg9ucp+zVJi/btPG9z3vHCVonD9/Hq+99hrmz5+PiIgIn9bVu3dvxMTEIDExEfv378eiRYvQqJEtPc5LL72E/Px8zJ8/H7169cIvv/yCTp06YfXq1f7YjToPtdhRKBQKxSfcyjNJ8ESKveRrrxOe2Ramohj3A8ClU8DCh4AbRgLdlGuL1xeYyEi027snZNvWyp49e1BQUCCq286yLDZu3Igvv/wSK1euhNlsRklJichqd/HiRTRu3Fi0rkWLFqFjx45ITk6WWfgAW1aNIUOGYMiQIfjggw9w22234YMPPsAtt9yCuDhbUuvSUnlt4ZKSEsTHx8um1yeoxY5CoVAomrlYeRFDlw/FwmMLfV6XnmfA8RxuWzwQA37ui5VnV6r6dNU4TH7LnweKTgG/vehzH+oCDMNAFxUVkj+G0R7yMnDgQBw8eBCZmZnOvx49emDYsGHOz0ajEWvXrnUuc/z4cWRnZ6NXr16idTVr1gytWrUiijrS8Wnfvj0qKysBAElJSWjQoAH27BGL4bKyMpw6dQpt27bVvE91EWqxo1AoFIpmpu+djqzSLEzeMRmPtH9E0zJK6U4AHrvydiK3ugAA8OaGNzG171Tc0fIO22yOhYHnYbWLi2fYaNv0C3L/LUroiY2NRefOnUXToqOjkZyc7Jw+YsQIjBw5EklJSYiLi8Mrr7yCXr16iSJi1cjMzMR7772Hxx57DB07dkRYWBg2bNiAH374AW+//baz3ciRIzF58mQ0atQI119/PYqKijBx4kQ0bNiQmF6lPkGFHYVCoVA0Y2JNXi8rs/3wgLXwqGjSrou7XMKO50TDvPHh9XsI7Urgs88+g06nw3333QeTyYTbbrsNX331lfsF7TRt2hTp6emYMGGCMxGx4/sbb7zhbPfWW28hJiYGU6dORVZWFpKSktCnTx/8+++/zijb+goVdhQKhULxCbklTgwPBgBPjLIIM9eIvnO8S8rxnE3YZeTzON8A+IzPxeOVl2AGsCImGr2qa5Dic+8pgURYOQoAIiIiMHPmTMycOZPYPj09XXU4vkGDBvj888/dblev1+OVV17BK6+84lF/6wNU2FEoFArFJwwqSYkBuIInCJPDjeGiaVbO6vzM8lbcnMnj2X847GzL4NcHYgFLFWYmxuOHhHhEchx2+t59CqVeQYMnKBQKhaIZkjVFrxAWGzN0KFqt/Ac1dpNefCVw8z5XYxPDQs8YRcswFpcFj+dtog4Arj3B4wZjIgAGPyTYhmSrdTqAc58yhUK5kqAWOwqFQqH4hEGhAECzKZMBhoHJbkJ4co1YhDEAqg2SerEFR1yfeXF7C2uFDEslEB7rYY8plPoLtdhRKBQKRTM8wVFOyWIHezQrr5Ixw8JZxIuAgZWzoqCqALxU2F3OAlizeAWFx932mUK5kqDCjkKhUCg+oSjs3BBbLRd2YIAn/3kSA38ZiP2XDohmmRkGpTv/J25v9T5Kl0Kpj1BhR6FQKBTNkHzslIZi3RFTIxd2PBhkFmYCAJZk/S6aZwZQUZotXklcmncbrwOoRYdS6h/+Ot9U2FEoFApFM6Sh2MYl7pZRxiHsup7m8OQqFlUVLj86nrOgXFBylGUZsKfWiJbnKgrcdbnOYbTXx62qqgpxTyjBxHG+jUajm5bq0OAJCoVCoQQUNR87M2sTdu8uso3nbo4qxuob7MsVHkOsIM2dzmrEr7ExouUty59H+Kv7/NrfUKPX65GQkICCAptojfKwtBelbsHzPKqqqlBQUICEhATo9Xqf1keFHYVCoVA0Q7LYuSONNQCwEOdJh2Jjyl3r5y3Vonkcy+JAlDiK1qo3QpwJr37QuHFjAHCKO0r9JyEhwXnefYEKOwqFQqFox89uX+OPzxN913GuYAipiLSaddgTKRd29RGGYZCamoqUlBRYLGRRTKk/GI1Gny11Dqiwo1AoFIpmTFZtkRJN+xa5bXOsqe1/30OusNoKxgLAJtakvuQv/ajDhjHiacU8i/pcQVav1/vtgU+5MqDBExQKhULRzMWzxRj/kxV9D6rnOIlJc1neGFkxMRtFsQzA83jlD9e6KnWux5KWYd+NemrNolCEUGFHoVAoFM3cufYCOp4HXvnTJsY4nizwRL7+Cn7/Oh7ocF55Wxd596Jto55QjYJCuYKhwo5CoVAomomuEQupzTmbvV6XjgOMVrFVLt3sEnNaBiAt/nb6o1DqOFTYUSiUegXLsbhQfiHU3ai3cBALu28OfON2mUiukjhdxwNmo9icd1aQw6uEI1eViKni8cKfLNqf53E6rH4GT1Ao3kKFHYVCqVeM3jQag5YOwp+n/wx1V+olLMRJc3Mqctwuo5THrt0FXjZP+NVoEQu7Cnuy4hGrOAw4yOP9n1iUcpLasRTKFQ4VdhQKpV7xz9l/AABjNo1x05LiDXpEiL6bCLVaS2PEw6Ox2WSrWlw1VNOnsJJUJvkJtv99jroWSg9LELVZf349xm8dT8txUa5YaLoTCoVCoWhGxxsBuBIHV1urZW14BsB/lmhaX0yNWIAxgq/dLeLAjNb57tf3yrpXAADNY5vhqS4jNPWBQqlPUIsdhUKhUDxAkjSYJ0SlMgDSumtam1USIcEzwG17OEyeY0VcmTx8IrFcvH0ly1z1iRWatk+h1DeoxY5CoVAomrGiwm0bHgAiEzWtL7pGPm3EKpulrnpvBACXD11pFGCQ5EduF9GAuN5IY7Sm7VMo9Q1qsaNQKBSKf2EgSWSnjEVqsRN8NljE1rgDGfJ1XhuZRlyvTkftFpQrEyrsKBRKvWXvxb2h7kK9g5GMfHZN7ixroxQFS8KgVsBCMsxqYOXbtyqUONMx9PFGuTKhVz6FQqm3HCk6Euou1Dukmk1XJk93IhV21jTycCkA6CW6zCj8ThB2NxyR+PhZycpQRx9vlCsUeuVTKJR6Sw1LcOCi+EQEJ1ZtfE2prA0vkX+Wnh0V1zd8rViYxQnS5FktYtWn54BWeWJhV1VFPsfUYke5UqFOCBQKpd6iJXkuxTc4QiK6Gqmm0isXB0sQ5zsWBUcYJX564RYenbIlq+bIUbF6KuwoVyj0yqdQKPWWfRf3hboL9Q5pdpGDOvlQKCcdr9VrtyEI89rpJBuTijoAqKoklx1jNAZvUCj1DSrsKBRKvcIgiIZsm9g2hD2pr0gSCpOaSMuEqVjspBgEafH0Cv5zQrhDl5yfWc5l7tMz2rdJodQnqLCjUCj1CuHDfcXZFaixUj+7QNLtlHwoVGqx0/NkqxoJYZRsZLV7YXfdToGw413nXkctdpQrFCrsKBRKvYHjOfASi1KJqSQ0namnSOtMjP5VLr6ktjK9xX1SYwdCHztpHjsSlnDX1qycq3c0eIJypUKvfAqFUm9geRbJpTweX83CaBcFQitOfaDGWoM+C/tg8o7JIdm+NI8ciShJG50HVtMUQZCtVcO5a1TosgYKy5vp6FAs5QqFCjsKhVJvYDkWs75iMXg3j29m2EQBx3GwcBbkVeSFuHf+Yd6ReSgzl2HhsYUh2b6WAc4SiaaKKL7g1baMhDK0UkrjXD6VLCsQdpp6SqHUP6iwo1Ao9QahdS7absix8lZ0/7E7bl1yK2btn4Wi6iL8efpPmFjtfl+1icyCTOdnXhqiWkuQJig+U5Xh1Xr07l3sUBxpxaqzqwAAbE0pupzhcM8WDkXl1V5tk0Kp61BhR6FQ6g1CHyvStK8yv8Itv96CMZvG4MOdHwaza37jxqY3Oj+bOXMIe6KMNHiiqtS74fDMlu6tbjoO+O+G/wIALFWXMPZnDo9s5GDYfd6rbVIodR0q7CgUSr2B4+UmnkvVl0TfLZwFAPDriV+D0id/I7RKBtvqyPO8Jh87KRFV5V5tz6Ih/Z1O0J/zRcdd2yzRMI5LodRDqLCjUCj1BlKghJl1WbXubXOv83NieGJQ+uRvhOlbhPsWDDie0+S5JrXYdXr2cdH3+KFD0W7Pbrfr0TIUu7mj6zGWEtfM+Vla1oxCuVKgwo5CodQbSEOx+wv3Oz/Hh8c7PzeJaRKUPvmbCkHqkGBb7Dhw6Jjt3mQn9bFr/OB9ou9pH06BLjoaB9uoP4IMCiO4x9qH42yGTfWVRQv6JxialvaBQrlSoMKOQqHUG6RCJyOPR7g+3Pmd41wmoHBDOOoiW3K2OD+HYihWp2EoViqqlCpPlBvUV6Yk7HgABUa964sdK2sRtaFQrkRCKuxYlsXYsWORkZGByMhItGrVChMnTtQc6bVlyxYYDAZcffXVge0ohUKpE2y6sEn0vf0FXpSoVjhUG6YLC1q//MnR4qPOz6dLTgd12yQfRhJarWWymrISlIQdGMYp3IRCkysVFJP1xhmQQqkHaK/MHACmTp2KWbNmYe7cuejUqRN2796NJ598EvHx8Xj11VdVly0pKcHw4cMxcOBAXLx4MUg9plAotZnmcc1RHQZE2kfkDBxQaal0zhcKu6KaomB3z+80jm4c1O1xPIf8BKBxiX/W14gPA6BsdVQUdgAxod7Fte8hBUkAAJ4KO8oVSkgtdlu3bsXdd9+NwYMHIz09Hffffz9uvfVW7Ny50+2yzz//PB599FH06tUrCD2lUCgOLILhrtpGSlSKyAoUbhb7pDkiYgGgXWK7YHbNbwj9BM+UnglhT5TplC2fZiFUgkjjI1XXIxR2uo6dXF8Y11CrUL+93DhF1IZCuRIJqbDr3bs31q5dixMnTgAA9u/fj82bN2PQoEGqy82ePRunT5/Ge++9F4xuUigUO8tPLUf3n7rjf/v/F+quEGF5VjQMGG7hUW11JaoVilKmjhaJT4pIcn4OtsWOhzYfOxKsTi7sGJ2b4AnByG/6t98IFmSc51npLFKLHeVKJaRDsaNHj0ZZWRnat28PvV4PlmUxadIkDBs2THGZkydPYvTo0di0aRMMBvfdN5lMMJlcpv6ysjK/9J1CuRIZu2UsAGBm5kw8f9XzbtvzPI+LVRfRKKpRUIQUx3HQCcTANad4/GZyWexKzaWEpeoWQisdE2SzFMdzmlKQkGAMBkCSnoVxU89Vz7rEmT4hQTTPKeCpfqNQRITUYrd48WLMnz8fCxYswN69ezF37lxMmzYNc+fOJbZnWRaPPvooJkyYgLZt22raxpQpUxAfH+/8a9asmfuFKBSKX+g6rytu+fUWdJ3XNSjbY3lWZOVpWgSYS0uc39efXx+UfgQLPsiqhgevqX4riYRbbwYAMI1dVkadTv3lXCgihS8GPEAMnoAg8I5a7ChXKiG12I0aNQqjR4/Gww8/DADo0qULzp07hylTpuDxxx+XtS8vL8fu3buxb98+vPzyywBsb+g8z8NgMGDVqlW46aabRMuMGTMGI0eOdH4vKyuj4o5CCQGVlkpEG6PdN/QBlmMRJrEocRUV5MZ1DBNrwo68HUiKSEJxdZFtODLItWKPFR1DnIYSrP92ZdBBMq3Z2HdQ0r4d4gbd7pqoV7cttM1VmKFg/RVqOSrrKFcqIRV2VVVV0El8LPR6vSjXlJC4uDgcPHhQNO2rr77CunXr8OuvvyIjQ15oOjw8HOHhdTNfFYVSn/hw54eY2GdiQLdhsVoQJbl9nL58HEiwCYFuKd2wr2BfQPsQKKbsmIIlJ5cgsobH4s9Y5CYB3K1ejot6SZm5DLEa2pUQ9Ls+Lg7JI54STeMJfndKMJIvTh87gYITDRPTLK2UK5SQCrshQ4Zg0qRJaN68OTp16oR9+/bh008/xVNPuX78Y8aMQU5ODubNmwedTofOnTuL1pGSkoKIiAjZdAqFUrtYfmp5wIWd2SqP2NVxQHQ1j2aXgH38Xqe1p6Km9kb3klhycgkA4N5tNvWSVgwUscEVdiT+7Mngzl1i+1jnsxrtZW6CJ5RxBU9ECtz2hMKODsVSrlRCKuxmzJiBsWPH4sUXX0RBQQHS0tLw3HPPYdy4cc42eXl5yM4mxM5TKBSKhJ8OzsEbkml6Hpg93ZY3498uDHa1ZfDWEg6jRlwAbg5+H32lKpyBY6DRyoa+0H1FpKs/DtrkaVuW0WkP/hCNvjIuEffQJg5mA4Dmk8XCjlrsKFcoIRV2sbGxmD59OqZPn67YZs6cOarrGD9+PMaPH+/XflEoFDklNSWh7oJb9ubvkE3TC3KhDTjIY8BBmwj5+Pt9wCjft8nzPE6WnERGfAaMOqPvKySQVZLl/Jxa7BJRFnNwrY7xYfGyaYnl3lvG0ioOoEjT4K4EBuh91LXdx/7lgEZT0czo8p8OdmAJhVJboO80FApFE2fKfE+GW1xT7IeeKENKxRFbHdgH/JSdU3Df7/dhyLIhAdvGgcIDzs/9DwoiPwsCezylJIQnOj/XGIFPdn+C2/Z5f3yVMuCc7GmWTRNHxcoX5AGUCfIdBzuwhEKpLVBhR6FQNCG1Rnnz4Oy3qJ+/ukOEJOyEPlgbOvs/79vCYwsBADkVOX5ftwODIC3Iqm6ufajx2kfNO6wW18G06oE5h+cEZjvuYioIp/HJximi5XiNdW0plPoGFXYUCkUTO/LEw5yF1YUorCpUbH++/HyguyQjjVD+tesZlwC9FBfEzvgRvSCR760CCxlnDa6PHWdxjWtzftDIF4+QTwjvZt0ljHwIek9khFjYU4Md5QqFCjsKhaKJzg3EkecDfxmIm365CZWWShwtOiqrIVtQVRDM7oHneWKajUvxLpUgTGabn1h30iAZFBL5WoMt7CDf3plW3lvG9ApWX9ZNRQ2WIW9TeH7LuRqv+0Wh1GVCGjxBoVDqDmZW7vcEAC+tfQl7Lu4BAPw46Eekx6UjISJBVKM1GFRYKoh1TIUlxoQZMMqi687tT8eQ38FZliVODxScoMSXw6pWGud/01iqG63YmJDWBhAPxZ/mS/zXIQqlDkEtdhQKRROF1fZhV4mVxSHqAOCxFY+h76K+AIB3N78btL4BQH5lPjqfk4uMcItrmlDYtb1QGYxu+QWhsLMI/MhYS3Atdv5Or8Jdcx1xeqOIFur9UIg+bnFRIDxp8ATlCoUKOwqFogkTa8Ktezgs/pDFPVvUTSocz6GoxuXw1ietT6C7h+zybBTKs3EgXGDcEVr0SuuQxU7oY7c/wzVMGXQfO0FAguNQXr1Pe/UIKYmjyPlmSuPUa4Fb9GHE6a/+4epfAk9uQ6HUd6iwo1Aomvjz9J94epXtwfnIRnVh9+ORH0Xfn+n0WsD65WDvxb0oj5T7ZgkDKgyCkUtTWN25/QktdsKh5aAPxQqFpB+CJ8KTk4jTSxI6qi6nxRbXhA9sXWIKpbZSd+5sFAolpPRrqj1Vyba8bQCA+Eoez65gMeLTjYHqlpPcilyij901Wa6JYQJdUpeEndBiJ/QjY63BFXZny876dX2JyQQTKwDGbQ1ZDdKOpjuhXKHUnTsbhUIJKUoO/CS25GwBAHz7BYubM3ks/HO60zfPygVm+HB4p+FEYXch2fVZ6INnMtaN2993B7/D4hOLnd+Fwq7GRA5oCRSVFf4d3tRFRSF1yhQ0nvi+aHphhUl1OYOGR5fRUiGb9uW+L9FlbhfsK9jnWUcplDpE3bizUSiUkFNqKvVp+QZltv8WLjBlsDieEw1TOmgqGIptVOL6XBcsdnkVefh87+dYm70WieU8/rOORZqgpJghyMnaok75Pwlzwj1DkfjAA6JpsXnq9cFbahhmNVirZNO+PvA1AGD4iuEe9JBCqVvU/jsbhUKpFfhaZWD0L4EdNuR4Djq7VTAvMdVte3MdsNgJU8Z8/SWLu3bwSBIaooLsY8dnbnF9DuB2dOHqlsHiSPXgCgCgA7GUK5Xaf2ejUCi1Al8L3Dd3ZksJjCQQWuxMGp7qNXXAYucuQIHngivsii+fDMp2OL36tVZpTFadDwBVhkS3bSiU+kgduLNRKJTaQMekrn5ZDx8gWw/Ls7hjl23d6aV5xDZWwR3Povd/3dhA0emsglJlg2uXMmjUkRzj+Tlu+OZ/AQCJTz7pPvBBy6mTrIOjwRSUKwQq7CgUiio1VltppooDu0XTm8Q0cX426ow4+PhBLL5zMdwRqAcsx3OiCFgSBtGm/SMwI0w87t7GodFl/wtWxq5g0orJ87kgW+xqBFXYEiuBlnnkfda5K/ZKIHnECLRasxqN3hoFcOJr5NSQ/4i+84z79WfrarDo2CIAwK8nfkXvhb097hOFUhehwo5CoSgybss49JzfEz8d+QkVEeJ5rWJc1QEcARF6e5qKhPAE4vran+cDZrHzVDAyfhoS/v5zFsPWc5jxP/+LLIewIwWFAAi6j12VxPXtwzn+2z7DMAhr2hQMw8gskVHNm0pby5eXnE8dD3yw4wOcKT2DCdsmoNJSdyqNUCi+QIUdhUJRZNmpZQCAqbumwih5hoeVyaNbdfZbSoWlQlZ6DADe/4kNqI+dJ3gxWkhEelz8yR+n/wAAYhoXAOC54A4vNg9LC86GJOcyI9l9FOxte8QHyXF+C6oKZG37NAl8JRQKJVRQYUehUDQRLtFx5ZsuID3f9TAtLDc5LXZWziprH2hY3kOFVQdKiX5z4BsAQNMicmeZIPvYNbZ4Xz7MExiJYE3r1kn0PeXoHkh5arV4GTXhHqmP9L5zFEothwo7CoWiiTBJXuH/rjqPj2aziKniMWA/h9veXYIjua5cHOlyQwmAwEXFWj0clvTXUGwwSCwnTw92VCxDqHRxKt3/Yi9WEBTb9H+zENGhg2i+pVThgAhwCLvjxcf92TUKpdZDhR2FQtFEmJUshMbPZ/HC3xzmr5yIPybOQZNLtnaRJnL7QPnYlZXLE9KqwdQFk50dJesTH2QfO8YqtxCafcuCQ6Rd1zbOz7H9+8vmZ6Z1gDVOPdddx2zbQTtUdEg2L1DXIIVSG6DCjkKhaEJqsXPQ/JLr82t7/8Zn39rExujFLhFQE+OqCRqoh2rVxSL3jQT4y8fO3xTXFGNb7jaRZVPJx04aPRpwWFLQgv830/DJJ5D46CNo9v13xPnNG8Sg5KGhquvobBd2xTXykGJGU74UCqVuQoUdhULRRJgHPnMMx4tuLoZhrhJOgRqKZcJdpqPoN950v0AtFXb3/HYPnl39LJafWu6cpmyxC7awI3QkAMdRFxmJxuPGIaYPOcjBYmERGRFPnOdgxTU28RZplV+4a7LXuNbFWmjELKVeQYUdhULRhJLFjsQdu8VP+9h+/ZyfA2WxM5nMAGylpJpH/eW2fW31sXNYmMZtHeecpmSx07HmYHTJtT2LfOg3UEJdjXCDDgY3RjdHipgSgsVOSPefuuP6Bdcjr4Kc1JpCqWtQYUehUIhI04d4IuweXytZNsaWrsIawDuOxWwTObyOB7LWum1fW4UdCSVhZzS7DyLwaz8IwROhsHzqdQyskeKyYmaDpI29X5nlZ0XTHee9ylIlEqUTtk3wez8plFBAhR2FQiHiqDjhwJOhWClhUbb0EgYOsJgDkwfFkdON03hXqxNeVjyPL7+yovM5hUCUIPvYkaJiSceRaRDYXDdd26QCRnHGbMeLx6W4KACAnnBoxi1gsehDFn0PchiybAj+PP2nc941ja4JWH8plGBChR2FQiFy2XRZ9N0Ti50UY5jLnGKyBEjY2X2pNFezqgOlQ1vmAymlKg244JrLSEOxJIsdE6DIlMYTJiCqRw80ffkFcGGxxDYNymzR0XpCVx0C+ZU/ORRUF+D/Nv+fc15GfIb/O0yhhACD+yYUCuVKZM25NaLvSulO3HHg0VfQTOd6h2QDJEY4uzWJ12yxq/1DsRY3d+hgJygmDcUSj2OAzKGJDz2IxIcetHdG/USTLHYOcpPk02gKFEp9gVrsKBSKDJZjMW33NNE0b4diU/dtgU7netIHKvcaz9pMilotdrU13YkQdz6JvKfVNnxEq49dpYFsTfMnWZfU8xa2v8Cjz2GyuuMI1wgb5GTPFEqgoMKOQqHAxJrw26nfcLnGNvz695m/ZW1uPORGCRnI5qWGXdqLrCtcgMZAOftQrHYfu9qv7NxpVMbD+ri+QhqKJfWxyJAS8L5wp08Rpxen2+rZJpcDr/3OoWUeD4OVR4NS1/luSkh5aOVdvgZm1owVZ1YQc+BRKLUdKuwoFAo+2vkR3t3yLsZtsaXYyKnIAWDLR5daxAM8j1h7LEVFWBQShw9HrqQwe4dDBxG+4FcAgEmg8UpuuUtkseMI1Qv8gaO8Vn2y2Lkj2KlG9IRzRzqOvD7wNWWTTh8lTr+UKrYWppTwmPY9i6++UrfICS12MzNn4q2Nb+Gpf57yvaMUSpChPnYUCgV/nP4DALD+wnoAQEGVrdDrlLksWuYD67q61FKkpQaN/28MNm/6E2lF4sSuervVTqitOrdrAkZgsQtYJKenPnZBDjzwBnfikwlyVKxOq0+fG/83f5AYH02cHhmWIPrO6oA0DYY3VjCsvfDYQgBAVmmW1/2jUEIFtdhRKBRYOLED3W3ptwGwRWUCwE0HXApDbx/+4xi5BURnsFlqhBG00YnxYBiBj12AfJk41mGxq/2CTSt37lQXUnwtHYoNhsUutvQScXq1xF5BGprf11Lea6Gwq7ZW+9Y5CiWEUGFHoWik3FyOzILMkGTaDzRWTpzLhFVxys/qaivzxBEElF7yQK8yGKEzGsEIpgfq+J0p3Wdbv8ahWMX6qxrheR7ZZdm+rcQNA/e76WSQLXZ6ksWO0MUGiTEB74tp8D3E6UZJnhNSmp5up+WdFg7FpkQG3keQQgkUVNhRKBp56M+H8NiKx7Dq3KpQdyXgqEUI8kZbTVZOJ39iMgaxsIuyBzToGKGPnQ8J8RQorCrEpSqbyGJ1WnNt+Kbsvj/0PQYvGyyaVlJT4tM6PSbILxkkYyhx2h03BrwvfEOy+GpqFY+7pl/UdoyELzMF1QWieRXmCkzYNgHb87Z72EsKJfhQYUehaOR8+XkAwMqzK0Pck8CjZrHj7YNvLCO33kgtdg4YYfBEAMRIQVWB0wJX7q6IqKsjPm3z872fy6YJ67v6glFjzsBgR8VqRRdF9n/zJ40ymhCnl3e9RdwXwqE83Fw+TWq1FvJl5pf49cSveGbVMx71kUIJBVTYUSgUGaoWO/uD0sqYZPP0RiVhJ0h3EgAxUmoqdSakZbUGTwTA2LW/cL/P6xjxD4v5H7NoVuC+gyfZcyF3DSDJaF0QgidSGsQTpzORYlGpI1xuZoL4V7su5x+d71nnKJQQQoUdhUKRIczpJaV1K1ueMKEvm0lnc1jXK+Syg2AoNhBlsKy81fkAJyWfJXYpAHpIzdKpldv22Tr2wGb3AljHA/mV+T5vk8S5snN4e+PbOHn5pHpD0nEMgrAzpqQg8pprENmzp3hGWJS4K27Oc4NSHm0u8Dh9qUyxTVIEoVQFhVJLoelOKBQPYepG+XifULPYtR/1KgCxgMrpNxhXQz4UW2GMtH0Q+tgFaPjQ8QAPpcWO82Mww/XH3XeQ4SGKOPYnL6x5AefLz2PjhY3Y9ug21T7IJwY+KpZhGLT46UcAwLEOHV0zwsNF7bplyTsotOI58tt9Ur0L6E/e1nWp12HFmRU+9ZdCCRbUYkehUGSwPAudgmVNHxcHQGyxi7t4wTbPKH5X3NjkKgCQpDsJgMWOszqHYrVWntAcY+EB/rDYeUIgXzEcPqUVlgqP+6ALxMElbZthwDAMqqJdw7KMIUzUhpTDLq2Yt/kxCoaxH9ukPIx+sfKi752lUIIEFXYUCkUGy7MIN6u3EQq7Bkf2AAD0kqjYiBjXsJjDSBKIPHYWzuLFUKz/BaavheQ9zZ/G8P61IFs4Cz7Y/gHWnlurfSHCLuv0wR0Mim6W5vzMR7ivU9uwDPjoexYDBPkZERFJbMvxHC5WUWFHqTtQYUeheEighr5qEyzHIqFSvY1QQK1t2h2AfCi2dfOGri/29lwALHYWziIIntB2fowqfoTe4msgwx9Zf3jUnuH9O7S97OQyLDq+CK+vf92n9TBMcB8tzf5vNABAFx0NvT0djzuaFAMv/O06dlVxEc7PbRLbOD+XmcqcJfYolLoAFXYUiofUNx+7SotcwVVZzJg6W92yJrTYDbywFwCgDxcPgzERroelQ/JwARiutLAWp49drMb162thqhBPAyEY3r/Dv4XVhR4voyOIWZ0u8D52QqKvvRat/12Httu3YVu2OAiijGyIk5GfEef8nBie6PzszTHxlpOXT2LD+Q1B2x6lfkKFHYVyhUMa/svcuBoRFnnbg21cSWEbGLo7P9f0s+UOk1ozdUJhZ58VEB87QVRsWwuh4wQYrSUqPMDXodgqa5VH7Rn412LnlcUxRMETUoypqWCMRuzPLRdNj9M4un31mnPOz8Jci2r57fzNvb/fi5fXvYwjRUeCtk1K/YMKOwrFQ+qbxa7GWoOGJTz+N8OKrhdsTuhVp3cQ21YxrodmmM5l4Tja7y5i+2q9y4Ln1FEB8G0TBk+EEcI0U/sV+X2b/oDneYxcPxIf7/oYgOcizd8Wu7zKPL+sR6cP3aPl9ds7um9E4GwnV0oT69nzeHYFi4w8PqjCzoEzb96F3UBZbtC3T6nbUGFHoVxh5FXk4dsD36LUVAoAOHjpIGbOYpFUAbz7o00ADTjXmLhsuME1RCXMVdajPbkKgEkQoegciiXVG/UR4VAsKf9GRCyh/JmP+lLP8uh4Trwvnlq8DhcdxupzqzHvyDwA3gk7f1rsPA3eAEKXoFiJxkneVb243NCVJuW+3y/g5kweU+ewqjkd/UmF2RV9bGEtwOr3gO8GAp92CMr2KfUHmseOQvGUOm6w+8+K/6CgqgBHio7gswGf4WzZWaRL2hRHkiMnwvQNiNPLGdetpNwYiViLTSDkHBYkt3UMxSIwUbEOix3Jb58UT+HrafzPOg6Dd4uFHAfPRJaFEw8bh9piV2Ot8XgZYq3YIEfFCjGGhblvREAoyhsKDLyXay772iVNTNk5xfm5b9O+wI//Ccp2KfUParGjUDzEyoa2hJOvFFTZCpzvyLcNt36V+ZWszab0ctk0QPzA5s0uURIe47KSOEQdANyU68oN5rTYBSiPncPHjhS0zBAcwXy12ElFHeB7VKznwo73q8XOzLrJcUOC6GMXukeLPlxbVKwURiG59Nsb3/alO5r5Pet35+c4qxfngRJ4SnMC4krib0Iq7FiWxdixY5GRkYHIyEi0atUKEydOVL05bt68GX369EFycjIiIyPRvn17fPbZZ0HsNeVK5fqjHMYsYpGdRch4WgcxMMpWlfYx1wAATjcUl2eCzrWMudAVLdgxIwUkWk563/nZFTzh/6HYGqsZQ3Y6lB3JhCSfxHsYPHG+7DzOlJ5RbeOp9Uzqr+mxsPNim2qYOc8FRW0bijUavbMW8oJjL4z0rWFtVszoaj5oD3X9xk+Csh2KB+yZA3zWEVjxVqh74paQDsVOnToVs2bNwty5c9GpUyfs3r0bTz75JOLj4/Hqq68Sl4mOjsbLL7+Mrl27Ijo6Gps3b8Zzzz2H6OhoPPvss0HeA8qVxMjltht/xdrTwNMh7owf0KukpAiDbTjLlsXfFalZo3P5AXXJPer8rFOoERt93bXOz06LnY+RoySqcovQwJ7lwlpD2C+S+vCgG1bOijuW3QEA2PHoDkQZo4jtWuX6tm+eOuozvH/LmJlYk+cLkRIUq7w0BBpDmLcWO9eOJJSJL5jWOTwmz2Oxqw0DPOFL77Shi4gDD+C7+Dh0MJtxQ+A3SXHHqnG2/zu/Ae74OLR9cUNIhd3WrVtx9913Y/DgwQCA9PR0LFy4EDt37lRcplu3bujWrZvze3p6OpYuXYpNmzZRYUcJClGV2tJp1HYMOvLPv8vcLuhXHgMA4CSWlzBDgtfbcxrIAhA8oRP4qlVdDAfimwECXz7i8KwHGkyYhqTCUqEo7EYtYYEx2tcrxVNhZ+D8bLHzYiiWaLEzBD/diQODlxY7qFhL79lmm9fzZHAsdnzTntiQm4kvkhIAAAeDslWKKvZgs7pASIdie/fujbVr1+LEiRMAgP3792Pz5s0YNGiQ5nXs27cPW7duRb9+/QLVTQpFBBOkOpiBRq+Sa8xstpm/5MIujtRcI7bjxvvBJ4zjOZHLhlUatGAQF4InqQ9PzqLJ6rJkGXXKFqFwHzW/uwjMmkixsLh7O4+cojKF1p7jjcWOKJBD+BthNFaekCG4nkxh4p0KtKC7VH1J3BVjNA6HexcEQqGE1GI3evRolJWVoX379tDr9WBZFpMmTcKwYcPcLtu0aVMUFhbCarVi/PjxePpp8tiYyWSCyeS6WZWV+e8mSLlCqR+6DjkVOdiVv4s4z1l3VafDsSZAe3tFJV9qgPorQbGFtWDob0PRLLYZ/nfL/wAArFQQFZ0C4Kof6mvwhFDwHC0+it5pvYnt9D5qVmmUrJTCpiyanRSfA8P5XMBPGTGE+9nkEo9H13P49QbP3/91CtbgYOB1yT+ex+GiwyiqLkJDc3B/5Nvztou+cxcP4X+J8UHtA8UDzFVAGNlqXxsIqbBbvHgx5s+fjwULFqBTp07IzMzE66+/jrS0NDz++OOqy27atAkVFRXYvn07Ro8ejdatW+ORRx6RtZsyZQomTJgQqF2gXIHw9ahW7FMrnyJOdwgUXqdDfuNEtM+xpXyoLPb+xchVUsw39XPg0gFkl2cjuzzbOc3KujGVCU8ZwwO8Z2mmhUOUapZOnYe7JhUhakOx+jDyynVVnlWrUMMiOI7v/MyiQTlw9WkWUAkMJcaqhKDyhM9wHB7+82EAwGLJrJ1tGVx7InBWu1+O/yKecGo10JgckESpBUxOBcbX3qHZkAq7UaNGYfTo0Xj4YduPqUuXLjh37hymTJniVthlZGQ4l7l48SLGjx9PFHZjxozByJEjnd/LysrQrFkzP+4F5UqjLgu7VWdXaWrnFHZ6HSxwpS9pe2Sb8zMHBjqCJaz1v+tQuW074ofcKZoeyKhYlpULovCGgKkQSLm6VCzsdABYW6oQrVSzrmOg5JsI+GaxyyzIdONjRy5Ypi8u8X6jEhwRoADQwJ7xxuiFC19ddFdQuxyiaoTteO+tggpIh/e5+jIsQAkJIfWxq6qqkoXF6/V6j6O8OI4TDbcKCQ8PR1xcnOiPQrlS+e+G/2pqpxcMxVoY12+rokUb52ezwrCsMTUVCffeI/N1CmRJMZZgsUsfokOLgZeQ1K5S/Ji0l6jwKHjC4rKK6VRytOk93DWh3fCxFY9he+42tcZEzOlp5BlecFXytbgqi0PDEu07QjqOahHXtRYFS7LByqNztmsnu87rKvOJE3Ku7BxGrh/pUb3Xa+JbibtCdR3FB0JqsRsyZAgmTZqE5s2bo1OnTti3bx8+/fRTPPWUa3hozJgxyMnJwbx5tpI7M2fORPPmzdG+fXsAwMaNGzFt2jTF9CgUir+pbzfdvo37AVgrmuYUdno99LooALZKFMlnjjnbGAlWMi34Mz2HA5Zg6dIZdYhqaBtCFZ0z+2dPhJ2w3JOasPOV644rd6pB53KcsUcrC/FnguL2hxvjjsWeV7+QYjDWLsf/rKQ0tCpWr7lawLuqrRTHAEn2U55CGHEbuX4k5g2aR1zPUyufQkFVAVafW40P+36IwS0Hu+1fqllc8cP/vxDKlURIhd2MGTMwduxYvPjiiygoKEBaWhqee+45jBs3ztkmLy8P2dkuXxqO4zBmzBicOXMGBoMBrVq1wtSpU/Hcc8+FYhcoVyB1eSiWRBShPKjOORSrF4micw+OgKPEOpOQCJRoT9bsHIr1oxBxDIsJh2LD4uzWO+F5EqoPneifJiosAmHnx4EOqadfTxU/rsTWVUCmXNj5GowipPGZ8/5ZUS3zsXMn6gDAwrMAbP3ObsggqcJ2XI2E95d9BfsU1+Oo7AIAozeNRveU7kiNSVXd9q5z/9q3xSPSi1SC3pJVkoX48Hg0iCSXCgw6pnJg+yyg41CgYdtQ90aZ+Oah7oEqIRV2sbGxmD59OqZPn67YZs6cOaLvr7zyCl555ZXAdoxCUaG+WewsJldgQKHdU0EYPCHc353ny+BIRtTqh2+RN+F9NHpT2/AuDwYA77MQEYohjuegZ/TgOJcjWPMB9kKfAmEnOmUOkedBNyotLmuOv/2rhKhZEZU2y/kxj5071679nSNx1SHxmwBxkTroYyeNr3EQRhB2vVJ7aV7vy+texpK7lqi2+YstBhgG8z+2ncu8BxmgkeZNeEVORQ6G/jYUADD/jvno2rBrYDeohdXjgN0/AP9OqtXBCSjNdt8mhNBasRSKx9S9h5Yabfa6rBms/Y4gFHac4Ck3ZO+fzs8RHTsiY9HPiOrZU9N2AhE8wdkHrYQ+dsZIR2kxwe1NeMqqbVYZj4ZiBRY7fyYEPldUhUG7OPQ6YuuzSWkE0+4XSOqyHw2gqlVBKswVYAmDhMSoWH3de7QYePKLQJhVvoNheu1DzScun3DbhmUYke9po6WBT3VytMhVOWbY3+5TjAWF8+T0S7USc6X7NiGi7v36KJQQw9VBa4SQ1CIe/1nHIr7S9iBJPeJyBHfsmVPYGQxgGFcQRNgNfb3eruOx5e+hWACw2odiyyKFcxniR+ckL33s/OnTZj17AU+u4fDGb7Z1mhXGUBrdaB/yJuyHP/sDBWuqhbWg18JeKAehMgUx3UnterSU93RflEupRjlpKNZdImkSZtaMNefWoJRQwaBzeENECA5taUTg7zFSX9HzZX4ahveFuuTmMr0WWDgVqF2/PgqFEnAmz2Vx1w4eL/9uEwRG1vVAc4gdvf0Bz+v0aBLhqvcaNewx7zfs9LHzfhVSHIldefuD1ml0uXO6eChWZILxXAiJLHYcqygCPMVYXi76blVwTQuLs+2flZFbivxpAWUU1lVUYxveJlrnCO11+tD62On73ST6XtDzRrfLCPdN+Pn6Y/KdtnoROPRl5pd4Y/0beG613B+8XdE5PLredew3dwy8wJGm7XHUQg4pdUnYVSlHRocaKuwoFA0IH+R1PXgi2u6c3SbPtk+kXHQOix2jNyBCUB9WHx4ua6sV51Z8FEXCodCX1r4EAODsD1oeAMLjgB5PKq/AbLvteWaxq0STSzxaXORRY7UoZJTzHFZibVMSdo5zpINcUPhLZAIAFISdwyqo9cpnQizsmr/+suh7Q517ISYSdoLpNx2QH193FUJI/Jllc2M4XHRYvj6ew+17XdvJbig50gFIEbT81HLi9IuVF3G8+Ljft6eNun1vrS1QYUehaEA43BVd7WNB0FqC41Gxt0uCbJ5rKNYoeovWe1tgHf6Lip1/dL5sGmsPnuAZAJGJtolFp1TX48kjpKK6DJ99y+LjH1gUXyrx2/CntIpFThK5V45TwBC269f0MSx5XU4hS7LY1cLKExEdxDXWut7Sx+0yOuF+uNFRyZHJXvRKeaUmyctijdQw62dhZ+WsWH1uNXHezb/ejPv/uB//nP3Hr9vURC0bwq+r0KNIoWiAEziN6/yYXiKUcPZnibCMVLgF6HyWQ5gjY4jegGqLa9+rCos828ilk8CmTwDW4rR0+jp0uDZ7rWwaZ7eg8AyAknOa1uOJxc5c6SqlxpVX+s1KpmPEQvlSvLrc5HTyW7Y/050oDcU6xCOpd0RhV8v8UCPbuU+dIbbYqR/TNgltVOdL4XkeMLmG8zMLMkXzzQniakhmAwCex9CtHK46zfk3QgZAcQ05TdGX+750fh61YZRft6mJOj4aUlsIaboTCqWuILTQlMZFhLAn/sMRAYsal59XfBUwbqFrXxm9AWaBsGvUpKFnG/myh+3/2vcB2B5e/gyecMCxAoudW3gAjGeVJ8pdws6sEwt9X9CaOsWhk1jGCEAclStM9eIzCiLRsb+aj1kdtLwo+diR8DR44vtD36OQcyUhfmzFY1hy1xK0TbQJTjPhHHY/xePRDfbrbKx/fzOFVYXE6V8f+Nqv2/GcOiTsHCMDtZC69+ujUEKAaOitDt171HDsRvvTKkXkDUY0273B+TWmhfd1lgNZUsyRy41nALQgD7s1vbEIkclmRN52GYBnFruGF1yRjOGlpc6hX1/RSYSdUv1aRytS8ISSGPMO8rpqrDXE6QD5OOoMdc9moJTHjoSn55+U0PjwJZevna5GvD6GB9ILhFP8+5sRJlGuVdSlF4IA3Mf8RR06ihRK6PCrg3otIb4KiK/g0f208r5ZdSyShOW0/BA8wfmaoJjj8f6PVrz0h+th6Aie4BgoPhxi00xIv+USmDDPrE88z+OixWXhMBv1/ksxIhV2Ss3s/zmChc+v6U4U1mXUG0X9EFIbo2K9geGBO3dweHYF617YSXIZHi46jP/t/x/MLCEdDICOyR1l0/Q6PViOxcRtE3G4RhwdzQB4eKPrXPD+tMoCKKwmW+y6pXTz63Y8pjYLu9SrUaTT+S0ILJDU4qNIodQe/JmUNpTEVIlvRmN+YbG6m7IJ0sRUI6ehy0rnUdWFoizRV39Z7NrmAu0vAP0OudbDCYfG3DwcGMl/d6w8uxJlUYJqF1Yr9hbs1bi0O6TRjwqtGB6ITISZIQVP+PHadHNqiP50xBQotc+sHfWMLc1IzCuvEefrOGD4Og43Z/Jon6O+LmuV2Nf04T8fxszMmZh3ZB4iTDz6HeAQXe06MF0adJFvj9Fh3fl1WHxiMQZmis+r9Jjyfr7/XKomp+pQK5UWFBiGEPcNW7T2+V0hTQq8vPwk+rdois8SE2wTavEzgQo7il+pslTVS+uW0CpSl9Od/PC5+GbUMh+wqtwFYsIbw2AhWyHckimPXgV8tz7oCEYl3h7NqWaxc+CKMNW2vczCTFHEJGu14uv9/vFFEjnp87y6xY7RoykbJZunIyS89RZvYh6Ix5EQ5BFqmo98Da3XrkHTF8l1xfUar4cwCw/r/gXEeScvn8Qz/3B46S8Ob//ius5Pl5yWtdVBhxJTCQD5S4b0u1/FO2rvUOzB/D24Nr0Z5sbFimfsnQN8fzMwb2gougUAGNvQFgk9O8FedzEAvsL+ovb9+ih1lrOlZ3HdguvQdV5X3LH0DmSVZLlfqI5QH8WqA4PK/UnHJ8No8bIq+dE/RF/1jO3hxAXiWHK293wdD+0WO43d2Htxr0hMslar3yy4wnx4jS8D6RcVGjIA7v8BsbyrCkhJnH1ZP/rYxSZEk2fYN6H1mEl9B2sDDMPA2KSJotWZVGGCxE/TWPxrjSHO0zE69D1iO0jtc4AWF22fP9nzibytTue8r5xLUbfc+jvgaNmpZX5dn7+Y0DAZFobBtGRJYMKeObb/F3YGrzMcZxOSS58FrIR7oEXFNznEUGFH8RszM2c6P58vP4+xW8aGsDf+RfQgr4UPLV/Qq2iUhLgo6IXWgkNLgfHxQOkF9yu+JK2R6ciF5psQ0RGWz8ixPZVTSuH1UOxXmV9h2Un5A+9o8VGRxY73o7ATDll+8TWL4etUHuAt+ymUFPOfsCtu20I2LbuhS4BqTXei8yHfYahIK9J+HIfs5ERpghxIy3R9/IPydWLUGZ0i856tkqFYSVue87zShRKZBZn+9csUcno98NN9wGVtKYekMMZI4vTy/APoktEczzfyMCrfFwqPAaf/BQ4sAvxsMQ00VNhR/IY0oeXBSwcxafsk7M7f7bcowlDhr0oDtRG9msVOr4NOeO5+tVd0+KyT9xv0NaEu4VRce0IYtezmtmZXIkJBcrToKGbtn4VxW8epLQLAFqhh9dODVvN1RVKjTp9FPz6kCS8tJdECi7XGkmIe+WLWEtrkaW8bV0VOeaNn9LKpjYoVUsjwHIw6mwW2pcRSKxXL/hRi+wv3Oz+Hm3n/5uWcdzdwag2weLhXiytdNb3TbX6+W6LIwi8gCI95LsH3UFd7X16osKMElJ+P/4wnVz6JHj/18KoMT6iptFRiwdEFyK/Md06rqyJPaTjZoKK5dUYDYvwU4OisPOHj8SPd/FdcI7iVeTEU6y7LvsjHjvWfxc5z66+rvaNLvBd1S5UgD/kxHlvs6jt6znZvkCK12AHAyOXka8XKWRFu1jac58+hWMdLSXQ1jx8/YfHzVBbNCv18EvMyvVqMIQVHSO9bPlqofzryE77K/MqzheaI6+ieMRqc7h+1EY+EXWJiIpKSktz+UShSrLwVcw/PDXU3PObDnR9iys4pGPb3MOe0uvQcKzOXYWfeTnA8pyhG1Cx2jMGAjKmTAQDxr5KjCTXjzNnho7AjLG6yu56dTAWgU1ei0uCJwqpC/HDoB+d8kgAWbpO3Wv1ngfbQYEeayPjRGk56Zuo4HuVmWzoOcgRs/UAtiEiKjidH/jIMIzsgGXZrHMPxaHeBh9FiO4hWUzmMBeSarDqZlmFtPqvj44G8A9o7SiC7PBsAMHC/ayOffEe+hj7b8xkqBOmOtODLr5t4LUmCsHwJvuJ5HlN3TcWs/bNwvuy8m84oX9n3NEm1fbiwx+u+BBKPbInTp093fuZ5Hi+88ALef/99pKSk+LtflHrI/KPz8XSXp0PdDY/YeGEjAElUWh16kvVZaEvWO67XONzV6i5iG/WhWD0SBvRH3L690EVGAuPf9rovTgtTAPx7nKOSDNxawRjGZX3ieR6bcjaJ5lt5K4yMUTRNOFzFsSzRv8o7fBiKdazBr24OBFEL4PEVwzFqCYeeJ23z89pZkHrciOIYIMLLoOnahloQkRQ9axsetbAWfJnpKsOlZ/SKZ/SuHTyGreeQmcFg8sN6WNdOQHjXR4ht31gu7gzPccCi/9i+fN0XGO9ZJHSNtQav/fsaBjQb4Cxnli+JT0gu41EUJ77Afjj0A8rMZXiv13uatvN7TDQ+TErEjIuFuMajHtoQbT1zAdDqJmD1e0AjVzQ4y5ph0Hs3DCqsGFJh8UywCmEZBiYGCK/Id984BHh0dB5//HHR91deeQX33XcfWrZs6ddOUeonSrmT6gIii00dHHtacHQBBmcMJs5THYq1VxDQRUYCfhry82eEcZ/Dtgegw8LBa0l34vjP2yxUsWHi1ApWzur0fXIgCp5grc6EyL5iYbWqCfkxc+YF9KfFjiTseCCxAk5RBwCc3tUHqXXpSkDH24TdgmMLRNbew5cO424GRL1+2x7bub76jG3muBgdvtL4lsh5WMJMyqz9s7A1dyu25m7FQ+0ewunS085a0c42M1k8OEYuCbbkbNG8nXfsKUFea9QAm73op+jWuvwFIL4ZUHUJMVxTVNhT6HBeuvTwPI9tuduc3331W7yrSRpWMrUzETf1saNQNFAXH15CAXWp+pJXQ7F6o+DGVXBYuaEaRtvbttPHzsfgCWFaitd+t6/LA2HngOFti0nLZZF8QYXnn7NaYfWTsIvS+sBWef77M3mtwVwum6bjCde//QmcXA5E1D3XWRFnujf2eBkDy4PlWWSXZYumHyo6pLgM6RRyFdryyfmax04oPhcdXwQAeGQD+XcYU8WjYYnrhOdVehBVYofzclhDtlTpedS06O0UdQBgVajuIeRs6VnkVIizTP93wQC8tPYl13oq3RsaCvR6XNbpUEMYBcg1GmptpYza2SsKpZbgKBFUB410sjdSpTdUA6u8c4xBYLk6sFj7xoXC57ZJtu07hJ2PFrt7t8r3wyE8NCUodvznbX05VyZOzUCqiyqy2LIs9KVe5vaTwEdoK9HG3fu9vSOC4Ak/+SwKiS2VpqixJ4SWCTu/bTLkmFo08niZS3GMYmQ0r3BsSPcQLqE5AOBEmrstcvg+PhZdMprjJ2nyXi8Is/BopqBrfvicxcxZLNpcsHU4Qh/hfoWsFVg3yed+kQ7dD3rx75GtLlZdR4W5AkOWD8HtS27H+K3jndNXW8XVQk4XqvsqVlprMLB5E9zYoil6pivUyI4JYvoVD6DCjuI3GkV5foMMNizH4mDhQc3pKhx+GMIbTl2JipUKOaV9VkvMKspht+N/2jcuvPm2s0WUmexlDbLLj2pfD4G2ufJpooemm+ERR3UFHWw54L4+IK4icYBwwxcmKOZZFpO/LdPYW3X48DBN7Zjm1yqvw48WO9KVzfDyB26OofamevCUSIPnKTTykhgcLfbgOuZ5JAlcuvodsFdKsQf6lMSoK2WOtWJ6ks0pbqo0ea8XNL5Mnv7MP65radKPts81rPxFR0rlzq/x/PHZzu/leu+khfAodMlojpVRkciC+CWKdfP7Lig54/y85OQSzDs8j9huxkn1F9ULVUrZwm1Ec5zvqZsChEe/zpEjR4q+m81mTJo0CfHx8aLpn376qe89o9Q5Lrr5IdQG7lx2Jy5UXEDz2Ob4696/NC8n9rELQMcCgDDPFgNG0WKnlr8rYt1K4IkHbF8SM4Cik9o2Xi5YaWxjYNDH4P/9DABwotRfdVZt5FbkugJuGUaDxc51MlnCjblZrOTtnOfR4YJrGZ5lEemngAGtgSQMaZ/sO8350WLHEy5uHS+3Nl0y6FG34sOVseo9/0HrOR4j14/EQ+0eAmALrkmsAIriGOJRGbJDPPWlvzicb8iA7ai3L6++PdZvwTo2zApP/oH7vDunTx79Bkf9kGNOuvU3GzXEAMk0d0OxjGSI9ePdH2N4J3levXub3KjeGTdBWHqer7VlxTwSdvv2iZP09e7dG6dPi2vg1cXElJQrhwsVtooJjpB/NUys602xLg7FClNyMAzjVe41Xa6gwoRStQmrCfjAHhnviNbL3iFu0+52gLEJu3Cdf5OM3rbkNvR252PX+mZb4lSI79ekIAirxO+t/QXg7u1CYWfFuYYMWuf746LQtg7G4WNEHMb2z8PlfPl5/GnNQgfJdJKPXR38OSjSwJjs8TJSv9SxC1l0ygbGP6ojjie2JFwrzQp5WO2/SXc+vKy39ZoVUAqY2tqRwQ32kmjz+wv82jgrDIKEvGbWjG8OfIMbm96Irg274qiao64HkK9u8VSWVXeDkI6otE9qD1TLTZQH3Ja81KBl/Ggt9yceCbt///1XNs3hL0MFnXt4nsfui7vROqE1EiN8N6drYcHRBSgzl+H5q54P6HZIyTrrOkJfK/GNt2481oQWOj2j90rYXU5v6/pirXZ9Ngpqin5ASHe0+TPxd53BKT+6Jbh5U/YCRk3YMTpg4HtkYUew2J0rPYdOya7KGgMzJaknWJZY1swrtK5Hb7fsVLoe8M4l/TQcdMfSO9CTtGkOYCWHtK5YrZWIveVmlK9eg2bffYeaLSs9Xl5qYetkf0+8ZR/ZUaOK4ErJMUBBRRUGZnLodE79OuD3/Sj6Pv/ofNyWfhsaRDbwoNculISdQ9QBwC37OPzWy3bi3974NkZfOxojVo3AfW3ug4Wz4OsDX+PrA1/j4OMHveoDifOEUnTSfIGs0GLH84C5Eggn1+4FgFYJrYCN02TT+yW7q57jJm0SUGstdl772H3//ffo3LkzIiIiEBERgc6dO+O7777zZ9/qHSvPrcRTK5/CXcvJ+cT8TampFFN2TsHMzJnIcvt24htmDZFKdZm6MBTL8RyeXvk0xmwaY/suHIplGK+S6jZIU3AOtlTa0mxILV7j44G5d0EmfsOiEWO/CYbB/ykCnMIOkA+hJLSQiD3hyZTfmN/eJM7V1++QxGJgsfgtSlpfoq2mJmP3xYo0C/Mp2jrhx+wxxEeZnpVbrGNrqW+RVprOmIEOx44i5oY+gBf+gko57zgd+f7QKo+crsa0/yyeW8Eh3I3LL5O5QPT9w50f4pW1r2jtrgy1FEcOUgSp8ladW4VZ+2fhTOkZTNs9DSeLfPOTJbLja1zWE+4Nkt9old2I8Pq/r+OaeVfh8/91hCVfKC7Fx/qv03+hpoLgJuRueLumRPS1xUUe076zovtJocNt7fwdeCXsxo0bh9deew1DhgzBL7/8gl9++QVDhgzBG2+8gXHjyLUWKcCoDaMAACWmkqBs74afb3B+PlVyKqDbcgi7Tmc5RFfzMFrrhlVLDWH0pkjY1VKL3fHi49iRvwN/nv4TgKT/8G4otmn/PsozP2gETGkqn35mg9jHDhAFNPjT2d+5epHFTvJklfjdCWfzXvin8Szr1idKM5rLEtk6nf5EDwBAQiuBhdxPD5cOSdJBWBt6Tj5UWEvfbbxCFPktoErFY8B5/iXiQJobzoG0Fixgu1Yji+TpZUgcCJMH2ailVlGjSUwTTcmYV3UT74zo5T1vP/zOirfQsITHhB+tuEYonioLRc0Kqy/BxJqwNnstzODxXUI85m941zmflE7pxxq5643Vqj6ky/z2kuj7/y1i0bwQGP2rYP21tAa6V8Ju1qxZ+PbbbzFlyhTcdddduOuuuzBlyhR88803+OorD2uwUYLCseJjAV2/hbNgYCaH9xZymD2dxfyPWXTIrp0CSCtCi5eujljshIiEnd1i50nZJACIvekmlQ1axMOzagiEla85uUiIEhQf/VO+bYGaE4p01up5PjqeM3tUpUB1XRracAKxGpYcjfYP5iK1Z6lzWc5PJrujxUeJvqQGTj70yNcn1xuCsEubNk30Oy9rHiWaP2iP7UBZ88UCp8N5XvP9gdOJ7zFqjGno3ZAriejifLz/k/vfYLVESwpfaPni03DH6VL3baS88BeHDheAtwXiyXk47dd5EhMmS0l0mnW96FQTAry2s/JKHRY3vnpSEkneRvXJYmexWNCjRw/Z9GuuuQZWL26UlMDTo5H8fPkTjudwjyS/2JOra+fbjFaEQkn4wGP8OfblR6SWRGlULMuzfhMkHsMwTm0VCIudA56BONWKbePioVihj53gGLW7wKPJJffn1nhiHwwWbWlK3KLBYigdXnbuirNWbGCvRz0rt9AlQdmnqa7BSIZiExf8gPg7B4MV7HRNkjx3nMHKw2SuEk070YQcFUuC9UDY+TN4q/sBbS9javpUS6+n7JiiaTtCmhSRd7RVLo/FH7JYPMWK47u+hEki7FjBvfqTvZ9JF8dOvko2zULIVylEkz6vpcETXgm7xx57DLNmzZJN/+abbzBs2DDCEpRQMChjkPMzKemqP+F4TuSTAQDpBcD0r6144S8WSWUOf6DgiSJfS8bwPI8wC48B+zkkel9WMGRIh2LN5hD7QTrTc/hfXYosdrLt6sRDsYJHL2cv6ZVcymPijyw++9b9jdps0OajpAUtw/q2fVJ+zPAaHrM11hp8sP0DbM3ZqthGWlrNgZ5gsUvh/SRsawMG8b4w9jqkVsEhr0oTp/QCbNecSfJgl1q53FEFbfdlfwq7cJM2k6LaNjkNFlu+Sj2RMAmiVQzAlLmu45zCA+vPrRFvS/A72h0pT6jcwSS/91ndlCZT28OHNrAo1ev96+DqR3wOnnj66afx9NNPo0uXLvj222+h0+kwcuRI5x8ldKRGpzo//3T0JwDicklVliq/CS2lJJZpxcCAAzz+N5NFo2LerdiqMFegx089MOfQHJ/6c7ToKK6adxW6zevm9To4nsPwtRxe+JsTD13U0h+z8FxaOat46AQ8LCENcBFUTAiAsBMFT8hmMqLti5JN24/ZoD3a+5SbzMCgucarOlpKLxH9BgHnjmjxE5x9aDYWHV+E59Y8p9imS4MuikOx0un1KQsCI4nEdFjwRC8JhIS7Og4wQyzsePGlpoqeBQ5zYt8vTkFN+fNoGzWmxFMVdlpWUHpe24bccC5aLKr5qsuYuOtD0TR371lHBYnA79vMYfgaFpVm76vH3LfVdnBya2pn/XOvhN2hQ4fQvXt3NGzYEFlZWcjKykKDBg3QvXt3HDp0CPv27cO+ffuQmZnp5+5SPEEo4nZf3I23Nr6F7j92R5e5XZBZkInrFlyHD7Z/4JdtnbzsPnHtcys4t8Ju5PqRMLEmfLLnE5/68+CfDwIQ5ySzeJjkkwePa0/YfsCihLS1VNgJGbFyBHieR6NiHrft5mCqtMASCotdel/bf2EpLLe3Yc9xrF3ZYueaoRO04TkW8RU87tqh/ZzqeMDoJ2GnxUfHnlBKNt2ZgZ/ncfLySdVqKmdKzyjOc6Bn9EQBwfBAQqVU2dWfokWMXuxjp7P73An30BGVLETPAdUci3Cz4AWK0Z4MycABDYxi0aJkCfPrUOxhbTKxSRFwz1ZOtH8O1kZHEZYArj/K4dNvrGhWyMNfcvQ0xPdtiyRaFZ5siefx0CYOd+7iocvXFriixt4tH9fK54FXdWFI+ewotQ+pkFlxZoXz86z9tqH0xScWY2yvsV5vw8pZsej4IsQY3fvcdM7mYeWtMIIchQYA2/K2OT9XWioRLcyX5iMmD51lOV6aGtNGXfCx21uwFxzPYcbXNhGVUFUGSy8fstfzvC2y1VOfkkadnR+dPnYBCJ5wPPiIUYmMXlGIcACaF4rPp9HKg+d5ZasUDxj9ZHXUYjEPY6EqpPbWHMXnv98LAIo5xVacXUGcLkTP6EGShpFmYOzP4v2tTxa7EjMDYWiCzj4UGy48NYQ0HDoeMOdW4scfXNczx2gPrjKwwCmduH4ppwfRHOZrep1wM493f2axu40Ou9owzuAPAKiOMSCyQn7mu53m0e00j/hKBnNu0Wty5xm53Nb515azWPqkxsAqDWztwKD3UVufzeZKAGJhmcdq25YwjzJj8q2ah8HKw1qRD2z5HLjhdZ/W5W/qz2tXHaOwqtB9Ix+RZtAX4q8h2C/2fYEPd36Id7e8674xPPN7u1jp3xJl3gg7rg79QqT+WsLv1x4zwWpx3ch03a7xbOWs2b2oe3kP0FuSWyulvf2D62nnryhOIU6LhvChOugjICwWuHuGeCjT6MpjwXOczF/OwALFNcr+QQyU85h5iuZD4ey/XDVU8f55gOp1eu3mpjqg65hYm89g7J13qra7bJKIVrvPnUig6QhDsTxw7V6x2GmZzyNGozvzC39zSJVUvVBKl+Krxe7+zRza5QDD1nNoItaSyO4Yh0KVfPntz9s2fr5c+9BqpNn+AnxgMVb+Oxbvbn7Xba7TDQTfOAeVglm/RcuNCAl65WUdtM7hsfAj14+dt6rfz5gwdWPF5LmsrazYuS1utx1s6tBjq35RbvbdDOwOT4cevWH2odketfckl9r6C+udn6ut1dics9mnRMgWibNsmVm9kDvP87KM+/YZXvchmAjfsOOrOFitrv1vPW8Oshp7sDKzhsoiDVoDXR4QTzv+j+uzI6FuANOdiB6M1z0HjM4G0rqJSgoxOpe/DS8pzg4ARqt6YXjSQ5ZN8fa3plUhydv5O+2O0lAssW0deHS037UTbbZsRtNpH6u3SxOrGh2pgD3JYsfZ/OSEtMvxrI+JEI9IKL1IMjzQtJDHy7+zaFzs+f3nboGrQdezniUldPy22iS20bw9BoA+LBZY+gzezF6O37J+w6I/Rqgu83JjQgUbAEllPG4R1LBtYpYbLNZZi7DkxBKn4eCerRxu3y0W7JPniU8Wa1X/zW5MvwZxlTzaXuDR87j8TS69AEhlWeDkKtX1hAKvhmIpdYPfsn4TfW8S0wQ5FbY7j3DIM5h4EhHZtUFX5+fRG0dj3fl1uL/t/Xiv13tebVsqdNV8kgBbKoIEgp7RntDAM1SH/zQuL+RE4TE4ytkzPHDw4l40sX/XGfSeCQOHsNOHA2qWT+mQYSN72R7GVRio3FLs877KEO76cMF177C0RLkG2xijoL4Tx8ly+xlZ4Pjl4+iWQg68IVpPwmwT85Mgq7WqjsZriTQUaz98ng7TKR17PaO9IoipjiQgNyS7rwOr1+lEXp96o91VRHCIdIRjo+N8t9xyklEVJWGn44H3f2IRUwO0zmPx+nN+fHQzjKq4M9q7qDSCUlV0CrFVPD4QCKcGZUAmJzZefFSaiet3f4M2PZ4ld0PhhfnhjeKDvD6C/NI1ftt4cODQsITHIxtsy7Qo4PH1ILGPrYOySvURnJklx/HjF+ovobX1V1D7X7soXvH2xrdl05TSGWhBy9BthXtrOHIqtb/SCocS151fBwD49cSvmpd34HiLM3NmtMq1ZTZvk8Pj0CX1zO2Xqi8hjKT9AmCx25W/C/0X98eqs/57+8stdx1rBkB2ic2BnmNsPlIe7YWjkoS74WzpAzDOEZnturFmV5/wW9COA5HFrmV/QgNXv4TO8hzPwSrpcvvzPIavGA6AbNVlIB8yY7x0gtLsEkF4MPGyD9rYlLOJOF2v02se8gvLVrd21yW4mDjRd51D2AkjqQkWu6RyINUL65kQaaQ6pyMrLIaHc4g3zfMsIjjtxjqvthdN7Nvbkb+DOP/FjW/irh0cUi+Lp5cxQJeM5qJp9x6eodwHyTU+ejGLjDweSZLBrZsqlV0P/sj6AzGC2QP383h0PVl9nzWUKK4HABpfVp0NQHDcKovUmgUdKuxCRCDLUplYE/4+87dsureBCN8d/A4DFg/A+TJ1Hwstub2SI9y/QTvw11CyYwjWxJowfj6LDheASfNYt8PIT/zzBHG6PyPUHDy76lkU1xTjvxv+6/U6OEnai1ijS8hzDI+LlRcAuAq6e2Sx+/MN1+dRp4HbPwSa95K3k1qWSi+4Zjn+87agHX+hZ3lxSTEigoe0IG8Zx/EYvEt84zcLYnt0hFskw0M2RO+t8VG7r6tyuhNPN32ximx5qSFEPyqRXOg/x/hQE28U77czAlbkYycXdpN+ZNE6TzbZIy6YxekyAuVj1zJfeZ6vQ/p7yrLQ6ZxnHbxccxn/2zsDDy0dInoBFdI9i8fUOaxs6Nio8py5XHNZNn/odnLfjFb1URstx8V55/i4pfvGQYQKuyCiZ3ncuYNDi4ue/0r3F+7H82ue11Sm5ccjPzo/x1TxSLYnBxY+6D3h872fo6imyG0KEr2GYQlPfOzUgj88weGXZ+EsomLbuy/udn5edXYVlp9aLlpOsd5tAMrI+GNfzxaV44W/WDyy3naMqwRZ8XkGyLcLc8fDQ+khQu6gwCM8Ohm4/gUgQp60VSbs0rrbpzNeCxF3LPyIRe+jtnOieDMWKi+D0MeOw8UE8UJFseo9ZEC41gWJ9Hbm7dT8UqL5TkBUjoxo01p5f9v7xOkn9+fjtd9rZ4mkQNKgu/gFRWfPYxdd6jqwJIudFircJAswSn720qHYGvtLhq9RsWrwYNyKmMRycQciTTxe+Y111nT1VODeuOhGzDz4DY6Un8WUNS97tOyyGOWDerbsLMIk9+0tHRjiKEuYFT6NkNQYteWhDAVU2AUJjudwx24ew9dx+PgHz53H//P3f7AlZwteXuv+R7D63GoANp+FHz5nMWsmi+hqHtFhvqUOUY0q5XmZIzEJT6JilR6OngaeXK6x2dSVAi94nsd/N/wXY7eMFUUrhwU+9sSv6M6ex4ADPO7ZZruJhTMu0xMPwXClpCSVJopOESYSViC1bLTsJ2jOC/95RX4l2fTQNtf2X1GsCitP6F3Czspa0eeouEPdsgR5yQjSi+HlD1rH6jkAI1aNwI2LblToiJhz1RfcNxJuQIBHwlwDH39DHmojUZoQ7r5RHUEXKfbZcqQ7EULKY6eFGDcVa6TWJanAcnyX/mZGrGSRqlB+S4rwRZ+Ihuvos29tz5B3F7Lod4DDvVs59D3Ci2q6StGz2vpXVehZHXN3I0PSIVSzAWhRIG8XZgVxZEsrERZxdRIc9NxNKFBQYRckCqsK0VFgrvY23UhuRa7bNl0adAEA3CrIVTRwP68Y6cfzPDILMtFlbhf8kfWH4nrV+qzjtV1MasJOGrV6rvwcsd3AXwZq2JILnf2hqCQUheb4CouG2mG1NCp294XV4gmCpwTPuMpCsXbrjyZhwPPA5XPA1f+RzyM69EtWGu7wX2JQZLd6+CLsHME/SihaHnSuh7W+3CUOLZxc7D+0yXWNKgk7+UTx1wpLhVvXBQBYW6w1iMmZgtk5pcx+QgPhGuC2Nwq+YHUVfZjrnOsNcmGn0+nR4NVXEDd4sF+3K7XYaRV2t+3lMWG+NgPBR7s+Um/AuLfYRZmAods5dD3L46W/OCRpcLEcuk3bhVnp4aXkuI89tdJWO3b8T1ZE1bi2VSQZmBpwkMdDG+XPHaMVuC71Os82LuGlxim47AjQWqIe9RtMqLALItdkBecO3CvVNrQwYrXrYjYbgAiFXD+7L+7GYyseAwD83+b/E837Yu8Xzs9qw6harHXu1lFqKhV9/2zPZ8R21VbP/HscgtRMeIgDYkGpE4gVpeGPUDxItXCh8ozou9Xq2l+eEdRThQfWluldgM+7Apm2knTIEFiihCJusH2YXhg8ERYjalMlyAUWFyZ2WNdKmclNihqlGQJhx1S6Xt9zyi/gj2uVnyzbcuXCi3T+efvBFa6pqMa9Q7XmZxopeCJAQ9taqE8JigGAYwWVSYw2iy5rEAzF6vRo+OKLaPLJNL9uVyrspNeW4+WLFH1LitjXgjzITdu5jHV5dmhaomO2thvlaYNnMiSMtSUHvn2vbf0dzwP3bHMdoMsx8t4llcv7cv0xXjV9ltbb/Nx474MSAwUVdkEimDdCkpXhYoJye6UoOQD49uC3rvXaBdLZ0rNYcHQBbv7lZuc8rWH/aulOmAA9ou5YdgesnFVxKFl4vIR9UBJw3laeyK/Mx+1LbscPh37wanl38BJr6CWBgBFZ7HQ2cS0sX2RNaoDwDh0Q3beveKXSeo9Cq6/wmk6xpzWxCo6x0DFZEIXLAEiPT3ezN2TWZK9Rna/FYoekDKfTc0lNMaIkl8Vxe06Ys6Vn8eaGN2Wr6nFSfg1X673zd9PcnhgV6yjl4dk2/UF9E3ZxzQUvi/Z90wvG2RhCgmItEPNgCnDnO+eIhP34e/ILsVoibcA2QiJNY1MocY2V1rc1K4w6i2JJ/HjNVXt4bBuU8giXDL4If8NRJnnnWhLiha4+w2P63umK2+nLEHyIBTj8H4u99L8MJFTYBQmpaPE2KlaL+CENd7I64MClA8T2Wh1IOfvjcMjyIZiyc4oouk5LRCwAmFTK0ngSWOEp84/Oh8lCFnbS7XI8h7yKPMWHrslNxnIlPt/7OXIqcmSWyKNFRxWXURv+zqvIw56LexTb/nxsnmsehClB7EOxvMtyFz5hMjKWLkGzb75W3wmhQBIOxTqqOSS2UGjLiIaVvBXxCeEJqvO1CDum+IzzKRUfnoCB+8XHzZFkVqm+aluCN0Qy4doNuPghWOwsrAVd5nZB35/7ypo3KuaVA4I8JCxebv2vy2EX7tLVeOtjd6G1unVcq0BSenF+fMXjqsv1W9RPdn/TSdbFS1IfKVbbETTS8kLi7wTaDioiGJlvorA/4xf44UoszUGSQrSulF0Rtc/flAq7IOGvm7wWQehoUyNI2xBmBQ4UCoQdz6N1Do9wMw+jTrl2q5Bqi/IQqJaIWABYeGSB4jyHr1tiOa/Z8VYRnse4BSzutpvoDxcdBs6SHdWFgqiopghvbXwLty65VfGme+tB78ZA/jz9J3H6T0d/Ulym36J+6DK3C3HI4NYlt+KJf57A4UuHbRMkwk5082WAGLsfSlKVY12uBobwMDAM4/46Fb5dk4Sd8FqS9lkg7HReFpHPLMxUna/oNygUdnDtuYFXfmB7FKlMzEYSWGHntIAKzvNLa18CAJSYSsAKKnx0yOYx42sW8z9WfikpjtOQiNKOpU9z2bRAJe4OCm4ve+8SAlvD1K/zLmd8O2Zny84Sp+/O3437fr8PJaYS2TzifU2w/1rKKAYiSjfFqu331vMkhw6SYV6pWPWZzzrC3et7hN1qeMGo7fkZTKiwCxJSa4on0aEeb8t+g13dzfVrDbMCieVGzP/Iih4nOPQ9zGPyPBYTf2RxW/ptznZRBldx5dMl4tQqh4qUE/pq9bE7UnjY+Xn+0fnoMrcLnl/zPACA5Vi0yuXx9ZesqKafNzz+TwQ6n+MxzJ6c0spZUaPwDD9a7LKYxYXFYeXZlQCC50t3tvSs4rzLJluI16pzylZVh9ipsroEZ3o+L7v5xkv0aNfzLgumTuvNSTSsI3gaOIWd4JaiF7/JRtqH4W0jP96JHtHLCYGGSpeNZLjHYU1gOSvWdSX3xZMkyowj4lc4TcM+ejusD5AtIsKKMktOLnF+7n/Qdb/pW96RuL68Rtr9HnUxchFYlwdnq4vCVOd7m+7E3UHpftp1/iO7d8elZP8cxSdXPokTl08Q5zW7JJnAMK5hfQCshi5cd9z/N8eOem2+aodaMHjjN/HzMxBCk9VgjGlYUjtfZqiwCxJSIRfIBMWOVcdyic5JYVbgq5nVMLLAW0s43HjQ1ii9QFyRIikiCWdKz+CfM/+4raXqILqaV00aKcQq8MH6cOeHAIAtOVvA8zysvFUU6RVm8f4YDc4Uq5jV51YrRsXuzNvp/Cw8T2rCLq/Cx8ykApSGyIUoBb4IEZYn+mg2K+4/DxTb87Ndjpb7jujDXMKuxY/zEHZ1N2T8tly+EcnwqhNixLX4ADZwWJB4zwNgtOKpYdzKsYrn2Z3/kmi79jupcF1arPQeP8Zb2/1aBaKZ4YE2F3jEVol3ZOL2idh4YSOqLFWiU9H8IvnHWhGtLm5E+N1EEloiEuUWcVOaIKiKkAJFC9JqClJOCSpCpC+Y79YnLyAw4pcEpT54eq16evfmNC7hTxF3n7JnkCbXghYFVNhd0UhN4sGw2OkFlu0wC6AXXIMt88kXpEFnwF3L78KojaOckbJCWEkB91a5PGZPZ/GRxtx8ueXk4dCcihxYOauohFdbY4amdUqptJCHShXz2AluKKIIWZXf7IJjykPKSpBqcRL9ITn5sVS7XqbtmmYTSpL+SvvvGN6uCZeLML3R9eCK6tkTrX5egIh27eQbE/oaCY+nkSDsJNaoNLtvIgN5aht/ocmvJzbV2c7Kmv3yoCA9vzVZJT3dduubgSf+Bt447Fz0nm0cJv3I4vvPWVzXWJy+4aW1L6HKWiXqSU6Vgk+nB0/uSJWAq7pIRY78xSm3dbrzs7dDse4O6pnGtvkFndzU/AokkouXNBRr0fs2gqHjeHQ+yyFcpbrJRmh72dPqz62FSFL1HDtantDSII7aAhV2QeKhPx8SfS+pclNz0wccIsAgKDEltajFCt5Upu12hfAb3NzApAJ17M+2FUdovMCVXvQHLR0kc/JtcNq7epRbcraIvjsEjbQuowOhaBLmtFN74LeM97yEDOnYkgJGlp1aJpumJuysvJU4bCj1sXP4QfIER3ChxU4VoTi1uhF2EoHNV9puN9E1QHKk9tJynqBJ2JXnOUXR76d/FSUk9hai870Po2rKiZYZIL0PENPQua/CobWMePnL0JxDcxApuN0o/QY9cXZnrF7m2qilsCb5b0InGL7XeRE80WrlP7Jr4HiHKLQ/chgW++ocL7KprPv8pIGCB9z62PmaDPuerTzGLeQwZrGyKnt6pTZjB2l0qMkl737DfO5exXlKdXuF1FbDdUiFHcuyGDt2LDIyMhAZGYlWrVph4sSJqpGAS5cuxS233IKGDRsiLi4OvXr1wsqVK4PYa++QPsArLxQqtFTHk+AJS41rmwYWOJTufqhFrXYeIE+QLE0V4Q41sSTddrf9rmMUYeJx3TFONDx7uvQ0vsr8SlaJQlqH1FFE2mIVCzvH0FWVxZWgSdgHtTdUbyyuRGFHsM6RomTdbe/3rN9lOkJ6s3MIuwrCKbbkEB4shL6JLXYm8nQF2Ms28ThsPef2OvMWTbf3Pq85H2QnS44gTsVQoNUdwOljJxyK1eJjpzBdy4OU9ACOJAjsVedW4boTgkAZhWerR1GMddmhjkD6jPEAAEOk4OAIhJ03PnZhLVrIrGFhjF6UOsUhUsIZ+5t2CEb2DIxetFnSUGy4Vfl+GFlDniG8ngbut918Oqrk7L51n7ad73dQ3q5NHnDPVs7j5PF8pdTh0EXLQ+7P+cXE2vlDCKmwmzp1KmbNmoUvv/wSR48exdSpU/HRRx9hxowZists3LgRt9xyC/7++2/s2bMHAwYMwJAhQ7Bv374g9tx3Iq2BO/Q8b4sqvfGEy+JlYIGSaPcXobshsjC9B344BOKqlOdJH/aruzFOkf/Gcg7/XcbhmX9cAufu5Xdj1v5Z6L2wt2iYtX/T/qL1OARNviR8PcK+yM/Hf3ZOE5ZsUxN23qRmIQm7g5cOyqaREtu62x5DkBExAqssD1fKBJLfj75Va/lKP5RHPooEnFU5uac7Sspsaupg4UFM2zVNJK59QbWE09XDgIQWwFWPOB9kjSNTiU0z8mwttJaVcxzShmXA+J+syMjjNQZPeDrDBUn8kbaZGi3ex2RBstanVz6NLnO7ILci1yNhR2xbO59xmoi85SG02boVrfced04TWrb1GjMHyJD81lI4W3Ca4/g5EhRbvEzY7Q+aMwliHzuF89j+Avma7KyQiDj9Ig+Gt/018G7whYhJ4VQ8soFDf4LoU2NBfKyz5KSU9gfIo1cZy5Y6P9fWSz6kwm7r1q24++67MXjwYKSnp+P+++/Hrbfeip07dyouM336dLz11lvo2bMn2rRpg8mTJ6NNmzb44w/lUli1EW9N21osRYXlJllUaVI5r+nGTRIQ7S7weHwNi3Azjw0XNmjuK3H9gisuMTxRNE+6b3oWWHFmBQCgmz16rN8h8g+398Lezs8NIhuI5jlunrsubhdNnzlLvq/lFpf1r5NK5nRvfMQMjPxG8dTKpwDYrIdDt3JIKuOxNnutrJ07S60WS+6Lf9qOb7vLcj/H+Lgo8YSqYsBMUEmMgsXOQ+6bY4vYe/TvRzH3yFx8lfmV1+sSEq6mNYd+Bby2HwiLdv4WLlaRg2CmzrFdG1rFjk5giu54Hhi/gPUpxZFVwzCQgbB+kgVY2o97BKWeduTb6sPetuQ2ePKYqp0u475hSEoUHSvhC5DByxda6fUjfeA6XhwYe7WLUAgFaeohpXQnKaXk6SMUhlATqoBFH7JY9CH5pTSxnEevIxx0nGdXk1nFW+im/Z6PpLgtuSYhokMH5Ns9SURDsc17E9uHgpAKu969e2Pt2rU4ccJ2k9+/fz82b96MQYMGaV4Hx3EoLy9HUlIScb7JZEJZWZnoLxQ0jxVbP3SFyiZgKSzHIrKGx/VHORg1DA3VZMkTK96SyYPT4CXeJqGNbNrEH1kM3sXjvi2cV75lQlg9nBUgHKk8HEiFnYED3t70NnE90uF6YVUJaekwh2VOzQgyeCeHBzeKb0DP/qN8kzh5+aTz89bcrXh8xeOKCW0dSC12E7ZNcH7+35csHt3A4X8zXX0Q7iPpgS1Dsn/C/W1YBkSr6DCD1MfulEKFB72gnQ8Wux6nxeFoZ8rUj53fYMRp9q9L6aPaXOsLmDQtX6RZa7oT8nQtgrINKxcbpBezkpoS9yvTuE3ndowxvq2gDsDqBcLO4DrW7da7NyK0mP0dAMIhsX93nHaj3f+3OKGT1/30B8LLUEseOyFJGsprSzFYecz6ksUbv3EYvNMzYVcWpTzPY583nifet/s2b6K6mOO+oLeL0o2REUB47SktFlJhN3r0aDz88MNo3749jEYjunXrhtdffx3Dhg3TvI5p06ahoqICDz74IHH+lClTEB8f7/xr1qyZv7rvEX0a9xd9Z0pKNC/L8RxGLeEwcjmHp1a7v3Jbr99DnK5F2KmVF2t2yfehWB0HPPDHA7LpBp1BLuxUtMzoTaMV5805PEf0PcIizzHmoNRUCvA8Hl/L4f4tvOa8RMIcYc+tfg57C/YSy08JxZk0EfSvJ351zSPsq9AKp8VSK3uGeHC/NBglr8F755Eb7vzG9dkHi50UrUmy3aHX6LrnymPnnxA7UvBEtUX9nEl9Q4VoEZQx0BZlnVupzTG/nNOWaR8ALFEN3Deq4xitLhOVQfBCo2tMcFuQEHXttQBIbg/iciGO4ImE6lO29t511Sd4QVUYwH0ZNH/w1VesU3x4GryklkNPa2lLB30P8cRk6SVufCodx8ghJF9qnCJOBRViQirsFi9ejPnz52PBggXYu3cv5s6di2nTpmHu3Lmall+wYAEmTJiAxYsXIyUlhdhmzJgxKC0tdf6dP6/ivelnTl4+6bx5x5RLylZprI/H8zx48E4/BpLjqJSGmSdl0/a0ZlQTT0bV2IYCk8uU169n3QdXuEPH20o1LT4uDnAY0GwAKsxiC5BSNYv7NnP4+8zfsukOPzuhNQ1w5W8j3TWn7Z4mCugI82H3iqrFvnHD/h6GrvO6Yu0529Cqu4hjKUJR+P729922l1br8CSNByNNUHz9CwqdEpwUq4KwG/yJ7f9Lu1S3WVDlqmUbptP2wpByWX2nmuZq2GnBw9ZiUklkBe1DY6RCGmcuyH0lhfRe2ButFdIhajJ+EYZrSRY7pZyBsqTpHrwJlKXf7L5RHUcUFelpHjv7b92dxc5xvylKDdww3kMb3L+8VAtuFloSFPtKgjCo2sPtKQ0JA0DLfPfLJ7/0ovPztSd5j1wmLja0/dAt9t97Y+Ggk5e5DgNBSIXdqFGjnFa7Ll264LHHHsMbb7yBKVOmuF32559/xtNPP43Fixfj5puVbzLh4eGIi4sT/QWD51c/j3t/v9fp+1UjcQ7XYu5edGwRBv4yUCRUtNx7Tz52m2xauBlgFZ700dU8Xl/O4dENHJ5dIVZTjMD/geHlw5yeouNsPh1Sq5qFtcBaLP7F9j9g27b0AfTQJrLie+CPB4gR1Y7SaqTdP3n5pMh878tokjTowVEl4fX1rwMQl//JLst2uz5PLXa379Em7Ip63iibJityTkpfAtgiSh0opI9Bz6eB8aVAw7ZKXQUgPq9aRW8jP2V6d6zl5KVM57TEtvIxJa3WBD1hDCg6t4DQ0obDUvjwRvJ51WKxIwXBLDspT5WjuLzkTceTI2sxysfDGE/NJbUcNsJllfS4Vqz93EjPkeObNHiCiQrcc+m+re7OLCO63jwdivWVSFNw7ZQNX3YFyB1IZ+TVX2qU3bXyUm0HxxH7+PQqDm1ybMsfZQJX69xTQirsqqqqRLmCAECv14Pj1G8QCxcuxJNPPomFCxdi8ODBgeyi12zJFedS+/PsUtH3I2XK5bkcfLDjAxRWF2L4iuHOaUr3+79O/4WX1r6EcnM5zNHyosSds3nFN/JBu3lcba9Z2O20uI2wEoSOh6x6w1myoVQRHQ+kRafhfLnYcmrhLOCqxJaFq8/wMOgMWJOt4O8l4XTpaWJ9T7Uh3cNFhwNSjkaJxHIeOo7H4GXur1tPq5NIk04r7feBMEIOueoSYOuXQJl92I61H0dDBNCoi6tdA0HSYiWLnQZKooF159c5v5eaVV7DBQw44I+T5Rp6Eh6jlK7iG3qHbB6v/a5NrOjD5O2k9zYhpFyFQrQ8XGsIQ72evHjJXhY8eKmRCnGL3vOqH7WdpgaXsNN5WVLMncUu1W7x0YfZjqfwFm28+x6vtukxsj4GVhbwVvEzpJUGK5s/kVroThYdETdYOUZxWcf5FP4+791i+x09WOW+glCwCKmwGzJkCCZNmoS//voLZ8+exbJly/Dpp5/inntcF/SYMWMwfLhL2CxYsADDhw/HJ598guuuuw75+fnIz89Haam2B0OokP7Aj5Rpvwi03KxHbxqNjRc2ovfC3qgwkX13dCz5odhRJfqzvSCAUsfzMLEm3L2Nw4KpVnw33Yp0glHi7ITPFden44ELFfKoTAtngdkgv3laOStGrh+puD4pJoLYmPE1i7hKee1UB8KbaSA1Xrvztjq47/4seaAq5F4iWR/3F+7HqcuniO2lul2pukhFnu2klcUL/KT+eBVY9Q4wb6jtuyPqt1FnIKOvq12YwFKjZLHTQEE8MHnHZOf3nHJt/l3XH/PvGYriBKW5JJef8KVGjXb350pL0QJQTmpbUlMiCpwhoWUvjbnkIVajhXcbacjzPI5fPi6ZqGGjAPThLFpFSVPh8LU394OXCMWct7Vipff9BEs+cXpEps1tQXgKWk2e6Hb9LfPUT5q2WsRiH7umhYG1vJ4pkbsKhYpnVnJoJR17PmR76drXUn5BO46M0A+xMD5AnfOBkAq7GTNm4P7778eLL76IDh064M0338Rzzz2HiRNdF3ReXh6ys13DVt988w2sViteeuklpKamOv9ee+010iZqBSzHyu6ZRSZX8t2tOVvRZW4XzNinnL/PiYbf6b8XfiNO73aa/IMtjXa/TsA2jGpmzRi2noOBAzGxa2lSI5isyg9EpbxgFs4C1uJ7fZYaluwz9cgGTvHYCUfRGNj8Da9SOFYOejbu6XHf7txlW2fnc+KOKDkD8+DR7gKPa07aliusKsR//v4P7vn9HuRU5ODeLRzG/2SF0WpbXipcB+4nr/faljZBt++q/q6JR+2RfpfsD3uHZVZvFL/BGwUXiw8WOylZpVma2vlltE/gLJ6sTxRO9gqdAQiLJTlnko//3gLlbPcOtFjs9Gb5wYip4jF/GovJc9VF6SN/PYIjEkuF1t2PSLTIVDDDK1TfqMsIfKZkrgoa4SVHtcpgUwFSYcf1vkW2rBYx+eEc9fM8ZTZ5PtOtu+i7sJ+BLpN1918PySeygUlYrgXZlu0VcwoS5G0dVzgnuFm01uLXG2RC6u0XGxuL6dOnY/r06Ypt5syZI/q+fv36gPbJH0gtLTvzdyJSHwnA5cMj/GE/t+Y5AMA3B77BK91eAQBcqtaeDkWK0HKTmdoBV+fZKhkoOZ3mkTPFyCxJHS4AO93kb9sXmYoklWjAu7dz+PRe2w2rYQmPmbNYfH6XDqXJFlj8IOw2XSBH9dYYlX3OpGLh/R9ZNHdz+HflqwcGkIJMlATctSfE0x1+jRzP4f8WsYg0A2+OYJBT4bJq3b7kdiy2+2fdeIjH2qsZzVGwre++HQDQNFmQskI6LOfov84gVjxlAmurD/VepT5ksWGhSRXQ7Lx/EiOTRaH3N3xvSxW9t8D2IG+Zb7PWKBWhP1x0GIe3HfZuI4xcsBg4pt4NxQqFlc5Lx3heogfPxHQHKbFJ2AnbC5W/DmFaEY97tnJoeZE8P/LjL1B18w2uCYINW/Xao8v9hp8SlHtDpcKNk/S8iC+z/TCF56l1kIeStUBrxQaAX0/+KvrO8Rxax3QUT3PzC75YSf5FOk7YmE1j8Nq614jDdcILMvqmm5yfq+SudzIqBLWwWxCGWU1uUlz0z8kEwyq/RaYVuTrnSBD82u+czWJn9f1uQoqWBYAwlRfbvoKkxwwPt6IOgNvSNVqCIxxIHfSdNV15HpH20c6WFYlQwuGAnaixfKehpS0XYXojFYdth7CTWuySBakejBpNvY7txghOguT6v7/N/W6XFwpb33BZ7NLy/GN1JP2cj5Zker0+redSSgtBpcInNKRGEqL1xYBhAE4vv5nENLUdS1FZrrqM4LrX53k3fCgVwKw9+lt6qHU9rvdq/UqM/4lVTOYOAGHhgih4hhGXFPNu1NknrJZqHGzh3zeDy1HyMVJSNoqWvBE4swlY9a5oFELt5UrbEHfooMIuAPxy/BfR9+TIZJjPFYumKb1JO1ALwbZwFvx5+k+sO78OF8ov4JE/HxEva7/mzjWIRLggP9klDYFXHAMM2sVhwo9WXHtCfmUfvCgvgSVl8A3tFefFKtTlrC6thNnku8VOqfTWLft4xQdXfJVrhtbRJJITf7jgYVdp0f5kjpGMHjv6IHJu5zjFYApP8tUBgN5guyY6PP0Y+JatEf30s/JGjqFYnREi2VIjMPsOXw40aAv8Zwm0EJvuOjfSF5ukCCWzsYstOVvctvGUiCr/mCYYwklYcf4XQkttiYv9waA9tqTmWuvdaobhwRPCxxtdXY7GPUqQfot3dbBrHQKLXWFMI+/WIX3COoInJIcvsmMH79ZPgueR4MYAZgxzPRd4iF9MLAEWdr2M8hyI1yy9xav8efEPyHOiOmB1BiRP/EA07UKbbgCAonTb7/7frgwMDIPyeUNwePfX4LfPAjrdC4B8X2Xska/eWtSDBRV2AeD/rvs/0XcrZ8WDf4ktOF2T1H20SEkTnQguuNzKXBwqEkfYSkPqScsJqYxwNbTqgSfXcOhwAXhgs3yBHaf/Vem1jeh2ymkulCwRDY5dwIIT092u2x0mqwk9j5N/dUoCSDhd6w823CIfco8T1HvUPLRIePO7yh6ZfLT4qKuPHKeY8uTJNRziK7Q/vHUG27Wlj4lBx7//QPM335A3cgyz6gxii11DwQOo2bXAy7uA1tpymiW2E1TVkFybS08thTu8qc9LROBjF1Ppn3VycU39sh5/M3I5h2j1VH1ONFvsdABPyFygMwCJratgjKrlTz2NMILh16RI71wFOOkLusILuyHSXkPWq62IMVvdn3BpQnJhsA3rpT+hVhKkUUoAOC/3PG2icn7PauiQ8sB94u3Yj39Vgu0arQoDDGBwX9NUPNykMTZd3I2xpjMAyC/5ZrvFVSnHam2BCrsAcHXK1aLvVs6K5sXiCMJ9Jbvwz5l/ZGk/HKgJu/Hbxjs/P73qadl8xw2a09XALBgWVboYH1/rmuHOYhWoVFWjl1j98hZ0qfoS3liuIOwUltF5Iez0nDxauczsSpex++Ju0bz8ynyQVk3q093bbS0rBLVaa9gy1Vx2b/+iXaBUarHgOJyZ9RJhZ9Awnq+AsFSudIjKXTk2wL9+eI4j0KLQP8LO1P0p+TYULjhfasi6468e8nW3dhM56UBzMmYG4CRRt+VRfP3LdyIQOFHeViySHBLpde8gPNLm1lDphwCUHbnb3LYJM7j2zaDXoZ1gtCTMh9+4FiIM5Jpgno48uN1OZIRsmvMOKjgNFgbIs49irLVcwnLWlo+U9Cww6Wz5PWt7nBAVdkGAVDC+MgIYtXEU7lh6B3EZPeGtxsHvWb+rbs8p7Bge4YIUIlouxig3LkcJXvr+aMHTt6CMfB4j/uHQbm9Pp+UrtzIXuQqjeko3jg6CdC+PrtfWiTCrTYwIrXZC/0NpOosjRUeIviukPrXNBaosVWgS20TUjuRP6cATB96k0tPA2olApYIz4ZrxwOWzts/SUl/CoVhPETz4GS/e0KX1ln3oiN9TczAGeULnUNz7SddY2xyVnvC8y19IY4fLsiPlwTZgCNPqNrxAvBoJIkELUosdB0fiYnG7sCjv1k+C0XAewvSuR3+z1ATECFJh8Z21DQufaO1dWbllVeSXOHc/SYOHef3in5YbPRyXeoF9mJ0BRBG5QoMK6d7smESFHQW5FdpqNQpRe4i7w3HR8QxEb51aLsZqN5Wd9G4MHIa771NvoAKpf45UHiSmzmZx2z4OE1duw+IPXR1b3ot8Wd++h3zDayMo63TVWW3HvTwSOHH5BFG0k2DAEH1IlHIIni8/jyxBvjodB3BEm58NT/xiIv9+DNg0DViuUDZs82fA9pm2z3ojUCBIi5GYrn1DUgRPM0di4KaFPO7exsGowYroacJm9XXZ2NnOP4kBdHrtSnFfwT63bSpjNBwPwiZJVoY0lcpmsz9jsehDFh2ylWxJCtuWdI9nUO+EHXPUlYLHEC4OFOLjE7StRHKcel7bgTQZ4ZH+s5LxGlwWDHodGl1Tgtim1Ujs3V50PrmGCZq2Exfh32oZas+nQy0YRPa81qP1teoqdwmKjbD93s/afQzv2M0jrcD1AxHeDUj9cfzmqI8dBe9ueVc2zZ3ZmQOHVrk8Ri9iEVXj2QONEQi7ju1dQwhaLGLuLlildUS/Mw7Jzz2HVuPfAQCUJKk4GyuIVtK2ex/xbN+7NOiiOK/PUT8KAwZ4Z/M7MLEmGC287cGokhSWYRhZbrLYKh7jFsp3+lBzBpGGSJgFEVoGGFSHYo0ejCjqHDVts7fbd0bluOgMwHFBpLFSqTENGCNd0iHW7tz96Xcshq3nMHS7eN8qzBXYeGGjqNKJLy87IgRWFEdpoOo27qNjI5JUEjKTXCcUlNIPh35wu63SRPf7ykXKRSnpvmJW0a7R9t2eMJ/1UNiJN1TLDRhewbVxWYiNEuHVYvqn0DcgVHCRIjkwTZ6yJ9uXHGx9mM0y7o/hSF5jPe+kNlVoesNlMNEJ4n4SahCTSIZy6S1vUEuqzTFATLpnFvvoTh1l01pf3U42rftGlzXD8VMxWHnV54XBKh4Wmv611ZlvtDZAhV2Q+ONaSc1Ad8KO5zBlLovup3nM+cwzPyDXUCzQZLCrbqyWtwx3yYqjObKfU2KfXkh543XoIm0PftM1vRTXMXiXdmH30l+e/VgGNh+IodsC/wPrYxecJTUlGLmMw4T5LO7b4tqvhPAEUfsatgZWycP/+8/J51XH89AxOozdMtY1kVNOsOwxjkvRIXCUhmQBm8VO1DnvQ+YYPYPYZraw6LTL4nnpkuw+vRb2wktrX8LDfz3snFZhkddy9RbHm3eYPecio7cdXH2E8m+taZ/LivMYvX9vpVpqFsemJ8imkawMShVI5BvV1gwAeJZQjixcnl6iLlNhdl0LjuAGB9G9eqHNpk2wvv+R5vVdaKSDLoyc7oSx+3jFuSmnqcihJUD2DgAAy8pHES5f1Vm+zB3TgA53AV0fFEU5a9R1sETEyKaxXt4f9Lz6Nc8DiG2vXntaChMmH35q/IotT6xwW5EC9yKD3f9vwccK9wH7C42OFa87rRh4+1cq7Oo9ESYe7823YtAuzxz5eZ7H+vPr8cAfymHc7nANxTJgdDocb8KIpqvRVGXYBgAiFXz/YjJaiL63a9VY9N0S4zLbP76WIw6x2p+tKIp2Pzz26L/kHx7Hc9ry0PmIo3oEDx7X2PPQ3bHbda5LTCWi9qM2jAKr0YkwzGLz9RBeI7HVHF5YqzB06iEug5X9g5lcgg6A3MfOty2j/DzZ4tfzJPniPHH5hPPzC2v8s//CX1+Y4zq0X3xqzzS1/GyMTn7NkvZIaHV9aIPy+ppku781N7lP7gtFejna2kHbk7rDeW3KLrlDOTipxY4BkNiCvEAdpeKiS8jrjHIfOIZhkNAsVXUdQvcBoZiQvtg7kiF3MXmRVzH/IPDrU8APtwIAOILFztSju2warn0GeOhH2csbKXUPiapo+ahMQb/bVZepUbidsIy6sYNnbFH8sbfeqqlvF1q5Rm4i+9pKIjaaOBH6GJvlIl7wYlItzFfopk6u1V5kQIsfYyihwi5ADNrNo1O2LRUFIB/CzBC8RXc+y+GtX1gkl/H4+8zfeGXdKz5tWzgUC9iCKAD/+AXoLAolaiROwilPPSn6HtZW/Lb1xf/k63GY4qvC3L/1Dd0uvwtE1fCafd4cCBMme8Nlk+vmH1MD59DhjU1vxBezrFg8xYpeR2wHXmvS2TCrLZJaeKN7bJ1yuhOvqSkBSs4DB1Xy0Ektdr4guUaSykI3gOf4bYTbffssDl2mpoHU5hFSREgtEEeLjuKGn23Z/hmex31bfdt/Q4zcIkF6eVMqLScdgnf3UgcAkQ3MaNCpAqykbCAPAA/MsaW+eYKcJLyu0YIR3EsULFFNribVkRAgOMTC3KVKL9kcvPC1W/y46zNrRTQhqjX69Dn1dQj6E15DyExPoDJWnuKnOiVNdRk144KasHO4sTT94nOcaOr+RaUmyjWy1GLml8j4bTkS73f5f99U7UqoWiU4L0Y3ZRIdLVPLtB2jUEGFXYDoKUnuKxV2whQj4xZy6HGKx/N/cfjz9J9eba9ZIe/M3yYcigVcPwphH5p9/x2OtGzo8Xb0KnVgRe3ixI61hjvvdn4+kM4gmWAkcvRPlvtJo2/Vcys4LDr2s6a2Doav9U0sRUlC959dbUv2W1hViMYltmlv/CbfxuIpyn4wYVag2qqQydnfTO8MFKiUliJYorxHfF6Fwmd7O9cXT8W5EGs7DQ7dguvLUReTdwo778SWTkPur/e2vodyu3U0wx9liBgG5bHi/g7MlPdfKZLd08Dg8qurkX7zJegMPFizxN+QAZDcypasOr2Ph2uunTTtLfDRUkjloouMRLu9e0TTWtzsStAs9EUUXu9KAsebaHEUC+osm8oQrSOIwxj5sKkQ1ixI7cJrewM1x8ijYsN1DKwqw7E6DsT7eUOeURV9YcI8exqOkVGQzoUJC0NEu3Yi40MjwXNMeF7MNSWq643n5X57tREq7AKENP1EA4mfqbTaAAC0yeWdpns9q37xPraWxTP/uC7OT75jMWoph85nOXFULFxCyTF9623XIqZPHzCVKs7gCrBm7/KdGFJdQxZdCZGnJ9Jc/WMEP0qzHniNIIxI9DrGo7yi2H1DAd2zfLOaSEWII3+dMLmwp4RbgDc3vOmRxsj2XKO7SFG5WUkTFPsCwyCmiUuwXiuonZsssN49vVKepkArvFFbXx2/jXT7i7e+Wl3mtL0nT3U+qUi8ms+QJ8Eu7AAFJ3VLNXZdJ16RJ2fKF0f95IgQ1J0KMtFXtUV8RhVSrlZP8aOLEr/cRTUQ5ITjhcfJdR8zKJz/Ip13P2Tn6lgzcSiW66IcVAYA1mpXPyPMGlMahcuHp69q0xjrOw1QXMTAuUogCmGhPqLUWZAhJUyDA2rnIW6SpgsufuGzOapMPYOF3huLagigwi4ASJN3JpbzuOaU+7tolNlVNqm7Sns9y2PITh637OPRsETcbtxCDl3P2P2/JOVrpFbDDhc9z0nmyQNJSFxTdV+UhErXD5tjGBy40RZ8EcZ6Fs0aFuji1YLXyihDlCiJsL9IrATOlp2VPXh1HI/FU6xEa1+4L9XY9s5Tnqc3Ag2VS8R5BoPk9q4XgxGCWqbClDN7C/Z6vwlN7wDyB4O+0nYrVMqxqw8nX4MOvzuGYKWQ+VHZV85wPMb/5MEPyaBw/R/8BVYv9VXrHB7JngY1Co5N0+u7imZpCfaoazDxTZF2XYnomvWUlrwroER4PUQo/F7zDU3IM1ToktEcV2c0R2Z4GGA1gSMET+jCtAuSM83c123mQA5OSL7vXhgaqOe3e59w7VuhXPJRSlOr+1GEhkPv0rYyiIXm8UT141/ba8Q6oMIuAHz5hzhPVZtcLy4GjTdK0pvfgIO27TmGYptctr1ZOUWPDxniSW9bWohNUf+xp5QKaqTqdLCGe+fbFSeokdh8zmyv1qFGQrptA/kJNj+4STsmEdt1bdCVON0TpGepl0DgNioWX1ONSnzY0LWEWrEO9Ebg/tlA6tXAI4t82IgNY0xglbfW+65UiHCR3g3JR6XYfXL07h82jhqxXc/yzkAhLaj9XC1e3sEnz2Nx/TEP0ygJPxvEirJuPO48pNm1QP//A+53n55GCSVNroS7GuJqPJbWGGAtRItd8eHTmtdTCpd/WqOZM4ltOJ1c2PFXx0MXHo4mSeTKEg5aSUazimPsFjuNx8qg4S3CoNf+xnOukcANxF0OwDoi7PzpQEOxY/hNXPybVKvxYAv1i1MpekiK2o/Bcf0nl0r9tXwQdl5a7Ayx6j4egMDHTseA9yDhq5BYwa5GX3+9V+tQo6rQ9ubbuASw8lbFUliV1b5b8uKNCQBsHu0XkoHiWNcxmfG1n+qmAupDrTojkNIeeG6DH7bDwKggoArigXY8p1pKz517AgBtCoNhwEouL2OJ7UGQ2LYSBfs8SNth356OkCMioVLcGYew8/bliIQvVby6aEzG7dqYMBJAao70vh+1FoYB+r/t2zoEx0mTRcpX4VCWg0qzCVJpld4hQ7P41uflOD/H9emDi4Q2Bg5gjOKHVLTVNgIU5mHqH4YHwqDuYyfqH9zf+zxJP8QJrt3o6hJANUl/3RB21GIXAG7IOyT6HkYwux92I+zMBuX5920R13aNqSJfbIqXoA834eRy+Vpb/uU+4IPkgwQAuY+/DADIS3QNxbI6TpbMVyvP/uNHwUMgPMF1MjmeU6yGkCN0aPaSFrHpzs9aIha9xqSS7kTvphSJRyhfeNvaM6hRKF4+59AcWDkrklS66USj4U161ti2tm0ntVUediOLKPvwKmEo9r9LxZ05VGS7L3g+bKn8MLmzUvswYVisWFGSyo+pIux3LU/3UGsItoUnZw/yD8itc4am2pP7RuScdS0XoTyEWwPxBRTJ2X6gbSWprqRckqRCTawE4ks5p7+rOyL5KrdtGDcWu/x414iKUNjpIzUkna4DUGEXAFpOmyr6Xh0OXEywfa60O5yqlcoCoOo7c78gEW7rXB4/KCS6VX6AeK/s7iakGQlv1crr9UUk2Kwjes5lsbPqTGAJnrTZjVsS11Ec7rpTJGp5+PtAeJy6uSVcb7sRCi2bnJeHu7JSLHQC5t+x4UPleRqGGDWjYl6qiGSw5+Ie4rxP9nyC3079ht5afC09PESOyhPN7X5JnlrAHKeE9OJCCpDSikmgp9X6lKaxygAA6Izi35QWv19lCHnsKDIYhahYLe1JrLlOHASxt5Uk0rzJNQgrkvtO6wn+cEpwOTnuGwGIjBKLPlOp7V4R2fsG1eUyW8kPxEezPHgh13DZStNvSTmf5Eqgz+oA8DyMFh7VnFW9vGEdGYqlwi4ARHcUJw69mMigyK49auw/MIObF16LxufpC38rryis1FZOLLOjJHGoL+M3PnDpgSdk0wz2IdeUUuC13237wjEAy8h/6JaoWNk0AEgSWJxK3I/4+kRcC/W3RRNr87kSBnF4UzC6dUJrZGS5vNvLIv1TbohIRILyvABY7IoJ52jYeg45FbYHSr+m/WTzjxUfQ0qJ+wPgqY+d43cY5utPwk+Rw0ntK5B+ayHOtHXdAFS75kG/9UbfLqA0QbF06YGmwk4BD4VAVaV6miNWEgQhXbvVUg2eYE3VGbX/jtPCtFljd54XR99UFNiSjwuzGpAw+Zga81yYuiFBy4s0z7h+X5zOlipr/jQWRwpL8J9/lfefBk9cwUjfFgws7xxmtBhtF1RSGfDR98qVKby18gjpcikbAGBiJG9whHWfbuR9DVCtFDeURxzFN5IHVTC6GISHyfORXTDJOy49es0CXHXCEOHaotTny+G3xfO8zDE9kTCErUa7+E5IuOxKlskz3glETajlbvJn5Qn78VEqO+RIERMTJld+PHhNv4lIg4bxRYaQLcxb1exYzI2w+yPrD02ra9ipHJFJFolQUu6buUy7RVVqsfOUCFG2XToUqwWRENBwiV1VeEp1fkYjsf+n9CdhtdaAI/igkSpnKNF8MjkgTErHy9mi76zV1pvSarIVmfWT2jAx6sEZWl4yzILKE1a9K4n3Q9t5DNpTN8SbGlTYBQGDVRDxabSVNOl7hEd6gasyhRR/PsTNGnwS+CBcCUsPy1WXPk0u9nidDtFGua9Dv5xM2TRWD5j++45f+qcFnSCcMcIsvnHX2F+KzZxZlIAacJUg00p07mUk5LoSnWqtGlKW3BgXJ070aFuq+LPyhP0x1LCMPOyy4swKAK7qHVK2t3fdsSMbkHMwpl4nz4av0hXXVy9fpHQOK5iKsDtx+QT+b/P/aesW4Yev1jdjlPYhLMaTUFy31P2HX8B4RZiux3WcUop9P2Y6g7qQz6m+CI4jCTv15dofPoS0jz9Gu317EX39dUj/9Ve03bFddZm+N/cUfdfb74VhNeTnDWv3G7/qdGCvHS0vgJf2HSC2D3cTmEEtdhQn7yzm0Nqep4vTaBL357Bb3yPihyBDMNnJqj0EgHtS5DulD5MLB16nR3REkqZ1GlnAnOlKL3NaXr7QrwhL5bbO4xEruIdF2w1s23K3yZaL8bCQhK7GhArBS7aO13ZNxN9+GzjCMLaDtOsve9aRAJYUk+KotmElJVjlOZiNruVbDJC/JGTcVoC4zlouAJLFTsNiBFKucgxHqQQ7/X6f4jwZjOyDqoYSWpDdrtpXYSd8WkjEAx2KFZCY4frMi18EfUXH8Gg+ZzaqE8gWuPDiM0jO3yRfjhC1LYTR6xE/5E7oIm0jN5GdO0Efb7cOKtx4Uq7vQZyempJAnG61D9EGNBAM2q7FXrmuAEehJbHGjSKqG7KOCrug4XgRNxu0CbuADbuBnCspkMIuvFdvAEATqzyyQU94k+R1OjAeOO1bz19wfm5Jis0PEO8s4og3EVKt3/xEz4bXDZUmkfN9tEmbsIsccjdMUK53GNeCoDAjVNJ7+HMoVqN6snAWpOfz+L+fWcRX8M5pjv03xFhFAttBRKJVs6+b9LyRLGVacAorDSXFHGgrJyZIk6HWTKHf0ghYQGxt9obSswJ3DVasUqiwEyC8l/rbwmMIR/T11+N0/9b29Uvm7/wWYTXylx5P7qfyhcmTdfHk+0Z4Kjkq1qKxKoyvaLkW9YIDJ8zAUBym3scqk+131fyH773qW7Cgwi7ImKrVX9vaXOARZuExYL/vPiys0i/SfuO50NjlyxSIodjWa9cg7eOPkPHdNwCAmPRmsjYkix2r42AgmPNNPch56Rre2Nv52VFztNKLkkc1n39LnG62W62cyWgFSKt5ONjQWXzsX/qTwyU3ZUyrBcW79ZXVMj89LdpDF2ZEXJiyUCPqd7XC1/4MntD48mDlrPhoNourz/D4dobNMmThLHh0ve2ztcL2kGp7Tx5aD7mIln8sR+sP7rVvQ8OFTOpHEIMnHtys8tu298PI18imyQiLUTykMWnykFySGCYRnvj/7Z13nBRF+v8/PXk2BzZnFnaXJFkERUERVETk5H4GFMxi+Cp66sGp55nODHrcGe5U9A5zPsOJAblTwYCSJUkGybC7hM3Tvz9meqa6u6rDTE9a6v16wfZUV1fX1HR3Pf3UE1qRVtKEzCr5PdhywEpHmk6MYEzbSiVDO4ai6PLbl7GEl++8bjxHEbjsRmxPGbAuP6UtedacF/3ljFAjransl8RNFq60mH3JaCO6q/fy3BrIMZs6bBgW9EnctHpcsIsxPXZrxzd74F8dmPtYB874KfI3PR9jspGu+03lmUTd0P6208Yw22w04WPhLClB5rhxwRu927ljVXUcFMHuCPYi46vPVeU97v0j9TzpEyYEt7cFfDGW9Dafc9FRQrfPsnWvQY81q1FxqnoNgZXzUUlGk9/zV/P85aFYU3t2/6JKOzTjTX1h3263I8PgMnYQRvw4AMDuFeba0sTYE7e+pV5V1u5rR89t8jK7W4QztQPul4+Hc3vAOSFcjV3Egp2xh7y3xfx9zezaiTcxd3a0qMfBsFZSFFA2/CCKh9TLijP7EV6Q5UPBMYK537vms3nImTIF1Z/OAwA4auXp/CSHU8mcRvnz39Mll/oCaCM8VY8OGqauoIWGtNM2KJRn2lmonTbycLY1eVazD2irvI0Idr7c0PxAZivS89hNdxPetELiOhBxwa4T42SkRwktxYbuAB9x8/rOGs9sM4NYyfOedBKKHnzQeH8K8lVlNI2dzwa8Xqi233B3rVKVAYCLCKIpxY/zOs29Anb77wI4GW+1NbMeZR6nFOxcgRhI4eSsrXvmr8Ft91FjyV83lMtDwAgOO2wmI79rsm+9dW1pSE+bA5eGKIpB71iS1g4dA6X6LYFzGPnuahs7X1uEkp2B8/bZ5MNLM3WMsyXPaiPdOekWCIxJt2FzCuoVzoORhjtJTw9ck93HAErPZr4US0Xs0J/8XRmhe92emYmCGdPhCrzkSasdEoKk1dcY76MU+clGaNF2n3i6bp9ImgS2R217TSiUlsMd0ujuzlV3sJm1vAFzNuVpTdpJjo00VX7v3cHtIeuIuU/R7Z0pcie+kvTQfJXI5gdcsIsxLU5r3losgZhofbbQhGNUbV/53D+QNeHciLrgoDiTpDoqkFeknVuWRCBiO50bCKDsdamFSM1+dOkCJyXbx4HMPLir6AIloF6KnTPLP47hCHYuQmOXeUT/8fRZ2SA0dB8pK3M4HLAxwomERbp2FHlzsJ+EUtT5Nl9bUDgmafUZtTw3+LRVVPMpc4yZxcCYT9KIj6VENgKsrmnYTWVUHFVpblIKNJbcDRB8XHQdodrnThar8hjj3K6jpoe2ttiRl4fthGwhpmlrxQCg2alukHymt/rM/Vg+ygXokoR84oXGSQRBbqFIavtsbA8y0us/9aKLIZx0smz/EU+q0e4aErjSTzsN20cY0VzKv0fd72823I94wgW7GONghHKIJUHbCPKJQhjJCza7rqu7VTjcao2dYHNhaFWW4TYy0tVvlId0BKt2xaQo2O1wUQTaPbnqcCyCN9RnpaebpDF0RJgPdOxi/Yfv6dsWI8UjV8vYHXaV7cuGM0bAVVWFktl/Md+R3iY8OvUwsN657uA6/HGu+rHU3mFwQA3a2ClHV4xUsDtCD6D46ppXQ+eIwhv+ooILqeUFAxpk2vXqs3frZk2RcLjpWsXgUm5hH9W+7MRdlYor6ZVZ+pV0rgvyuklzZ8sOEkQAooiBjSGhnab9IjV2I3qrn2lmaT3kfwb6HKFnr5Oy+iKRevFkeAS2jaYUKLzFCZT/8Q6UPPmkbP/BHEKgdWkrR4zai6e6tV/GVpXLr/PuixbK8o/nueqUhyQMXLCLMRvT9d+4oo//oWA/FJJKWoVQzkmb3Q5bho6lv0XQbOxEmw3p/3nPcBt2j1qwS031C26lf51NPy9FUMhMVT947BTFfvpJlcHtuu10AcxpJGG9BbgUibhtTodqKbaxvBjV//kYGaebW4IBABT0iqR7CvQlG6/Di5pd6pefNp/BF6KDmwxVUwpZEWvs8ugP+WeWPcM8pxYyOUnjuPwiul2oQ6FCc6V1wOYwdk0WHU/XMgk2ABPnAFXD1fsMtdz5ERQq/NKJBu4fnXVIUfb+HXghJcreeKgDv/+bHX03+pjN2ex2ZP12IrwDBiDzRJM2dhrsT68JbpMRDtxEp/PefQdld0xHqcC2/ZVMWiQPVeXLaasr9IyveusNAEDG2WdT2zL65HX71A56tUQ2tf8V9EI2kdXIkZ0tq5vpkN97myosTL8YIVywixJFjz9OLe/eYCwPX1QJ3DP5B0Ov9KTLt2DTz7V3JNfcUicN0WaH3WZDu0LL4rPZ0FRBTxvTcoox4USw+b080keNQt3KFah8803Z/p8GDlAdk5aiFhAL09SCp4MQADczhsEZocbOKDaFB5rdblfnLTURiiOqGNDYrT2wllreLhocUC0P31BHVCWGNHZV6lRnQRg5W72OkLeRGVG/3Ra6FrV6lkrReEeKM5WusdtVeyHQ+zf0g7hkB0B9idtc+kv0Od2PaO4vD8Uph02x0lC7I3RV3fG6X7Cj3u12O4ruuw+Vr7wMQSfIsRnSmgmFALEUS17r9sJCCIIAl42tsZPkYUkeFBQvpzZiYD01NahZ/AOKH32E2pbRF6hdWcepyrIOh3o+rjIFHo0VNuVzNpFs7hLkid/5yBp7Fn7tog7vkQhIHlU+ImglaTRq26MfDG7n0JG6dfSo/ugDOGwCHIr0RG0dIhy1PajH9Hn4XkNtr9twILgtOBzw9umNvBkzAAApZ4/DwYP1qmNsqanI+u1EWVnPW65X1bOnqZ01JNYGVjlyDhvqZsTYFBo7e9Me2JXxAhPmgaPdEZtPRGk6RQMlitSgxfRTGPuyhYo4zQw/IzlbvmHvS6V7YUv5bwHATBi5THuFfiUAotEYJhbgdPNwJ7ooL78m/YDgmTfPNNy8zSn93v4TeSmmpzSNndcVHW2SqyH0/WRhTohxkMoFDTtUpWBnU7zs15wkfxG3p6UxlQ9GBaxVa3eqyjYUhQ5O0fV6TZgHqwou2EWRI8efpCpz3WVMMAmHPSPPMlRPuvDbiAuTvBmOFujbYNgtcAJxV1VRI6KnHW2GrZ1uLG/PyjLU9oT1C1RlXaZMRrcvPkf5Iw/htI0bqccVKdJxpZ2gjp1n94YmuKID8n3SkkKuOhazadYYyI6ljBnleXYwit+V28XpaV9jBsX+bVdx1+B20QG69+vAX0Qc1EmOHmQvXeMn74egCiUjGFmm1BIudWz7BFFEV0OBif04YUwTl58TucmEO8vYMreglZYqQS6xuKMchzT9lQ2h/0Wa+9uJS8se0NhpDbdSsEsZMgRwRqDZ1Xh+lBbRl1dJBbgtoNlSCnariaVLKZacpGBQnrLqlpsMdta4YDdu+Sea+21t2veFMtC/0bSPsYALdlFk+Ua15stRU0OpaQ1NJZWh85RXoOzvz2rWJ9XdZNiO+h36GjvBYAYNFm0ZWcx9Ppsd9nb5JFo8k760bRZnSYl6qdIkXiL+nzLXbzjesCz0QgCsqh6gWlYRBMpzWCrwxfnJQxn3xqzQxNdzq0gV7H7/lg81y+qNnaNhm34dCtnd9PMpKwl6BgKak1/VLhFzdMKcqBGom0pSKoqQ3U17KU8Pd6Yxwc7u0BIOjm3JLr3U/+KRW6dQ1Q+8LOK2dxSFVn7IeHQsbIFsF1u7AHWrf0bFSy9G9HKX0U+9ZClRcOXlgZPK+9VGPLwEQRLs5M+qHlvasW68XxMX1NhRvt4vVbZgqjMjtEbweCez/Qjt2veFckgT6Q7ggl0UOW/NfFWZo6E+Jufu/uknSDvZ7zLerMj3GRRsCMGODI1QaNeXTvSSSrMoevppoG9/1L79BrNOh80OmyLzROZZxrSRVrCp5/Ga+7W+u5W2dfaALNBw0RXU/Y39jodNOdnSni6SVtTQemMUoWm1iKejzQe8vvZ1tFJWbHpuMi94aXRE9ulgts/fjZyu9OoSXeQvZWnFAXu+cX/RFOwentOBFLN5QmXNsSV8we5A4SD9kBpa2F3GBH6usWNTPPQgKk/fi9weCsGuoCf9ABM0+wh7y8CLHC0tJOA3Z5BkKlGwRltfNfMxePr2pZ/P5UKPNavR4+dVzOMljZ2PkndaDEQikBQLoaVY+mqSEcykblQy8BdCINUR7JTCLLexO4ZxdesWtbap19V/pqsMQMXARCESEy2pHSo/Vb2ErGTn4fDCtmSNHIEer78Cdxnb/vCoT0DWDmPejdEgJUt7ecuhMcEV1iOi/JCLhk8AAHzZRwiGAOjoTrc3PLF7PgRFiBZBgErVl16/Gmhv1V5KjAUBezCRCChN9rTwoIj52+bj2zq1ZNdji0Z2jEiRbgNnCnV3cKnykHwtVRBE4LgLgIFTDGe8sBwrYhYanJDCfZk7FrDZAW9uW+QZTCikEPeLT+f3tneElgStEjQceXmofO1V/YoEWR3E3BIYFJpgJ903ksaOtRRrBqOCXX1qlqpsIxHXXlewU9w4zZ7EEacSpyfHCI5YGiA3NwDfPa0qDgl2oTKbGLrpHKn+YJAlT8xiNp2/4COLOqnG6/aiTOPcRlhQ0i/sY/tffQkAwNedHsLCRol3Rwbx1AiwrktxflZwOzcQYL2xla5pqxg3BjZiKVaya/G1y2/rLju/ABb+BfAlhsau65+vo+7uEQgd46AsGW/LDo05LWevuX7IH8jB+8DhATxZcKbIBeDSkw4Al34MpMmzmXhyyAe/hTN63dlBByd/0xovCgFhuXBQfdin87UZmwY0zS8SSFvR2RAJO1qvx/+cZmniHB2hy8XKn0R5vg7NZXkgQwz1WQhcoz4HxS7brq+xM/tNjAq0R0eoU2c2EV1s1km9pvwJfAmUOpYLdjFGS9sTKeVdFNG5Ny6g1vNRNHYeMZTpQYqDlnHGGWDJKFWNJizBTeJ05ENwufBDQfgBILeUdA/72MwTjkf155+h59uvhwp1tHC7uoaWXOq2RRDDLvCgs/uA9ICSaj/D5tGdk412Yjkg+FCkuV9u+m/8NXYBbYOnkshmQYyr5FxAy7+7P42Ii9XHAs8UEqnpnK6AIMDhVdhNnnYVUHki0G2UrFwWFsQqjZ3DC5z3HOwI/Vb1PS5m1w+MaSQaDofXmMDPSu4OACKX7KIGKdg5ggIVfbxTWwizmijO7nmz/6a530bMHELAFMQtyh2gDtYVqjR20hIz6VNnVvNoVL7KPVUdvogMOC+6dRwEE8UpjQIX7GKMPYqCXddR8jQseGMyo6Z64heIkCOyPjKuXfu5E+k7LEAMTFaDd6+h7m/559u6bXTZsz2iPrhKSyEQcZlAhmSh3NBNecXB7btfDV9lJxCCnUTabnrsQ0EQsH/95uBnKRahjWozJSSAxi7wyCXGMocSFJom2JF5j40a+2t0RPYpOHGM/IN/ryqLelBilh9HVmM85IcVnUwtZ1IxDHB6kda6P1jUnqaR1i1gkG5o9T+fHizXaEYKaAl2EZgfcLQ5cIAIkuvUFltqt8tt7KJFl0H9NPeLIJdi/X+bXVmyOk2FmXC0+e9rh8J5woxtYMb1N8g+ewy+ZDhc6mdPNaGvEFvbcDiPnVAgYaINUOCCXYyhZVqwAvGMs+Hu1g1V/34f3RfK421Vj5VrfKQbnjTAtSNkX2QjtUCM87kvZgmN5unoK49RVLP0f5r1y4tCEcAz77iLWqfUoz3RHLmY7pDARNQW1gS9tzuD0AQ7gfIA+iUw1x/3ySvBMukbK43hbSL8T9egxk4AehsQzK3OkiJptcQOIJAtpNe56uWQARvUvx25PKsWvCJEai8lF4CgfpkJpuCTPy7tLhHBURdsKB+xD4JCW5q+YIPmqZX1QwJiqBOC1mM6ICwf3KC2D2xVhnAp7E0dO5uTcm3fsQu4S54mzamx/BaJwTpHm/571we3g/MHY7yP2yRi+lvS7xk9Yduenm64rrSsurZB3unaxuUoXCQPTxTOdVR8A920Qw89s6h0u4jCEwaF1Xa84YJdFDnST+1dGa2l2Nr77wbgj8rtyJHHFrJ75A9uMTgZhe4iB+ju5Ky3Pr03RzOUTr1K9jm1WTu6b1aXrOB24XnnAgDypk2T1aks7QIt7P3UmSc0kQl2FI1dqjUp2CRniMHrQg/l1PQUNGdkKyqy21DaV3t9ItCwHZDSctmdwMTngUp1aij/ya8Cht0IXD7PbPe1kV4YRBHdPp2H0qefQs6Ecw0d6iBStEW86smKU+DwaC+vKE4s13QJSC1sRe158qCnV7yzRbMrOTWHsWUYGWOB8uUosR5D+/z1W+oVQldud6gUt3YXRMrMaXdSBACnF7A7kd8/5HGblk53LgEAewJrL2LCFZ8BWRXAVV9G9TQOin0vycgVod+S5TkbKetqDdiJk+FOAn87ft0jq+L1NWP3iXItcjh9VmnODLbh82kLvn1OOwHFd/wBOZddhqr33zPdr3jCBbsoctysh1Rl6vTjxmm/ZQZznz0tTV14gv9NRvmWLgbsH0RiwmCtpLAEOxsrLU1zA7Dwr0Cr8fAUqTXm7OFsXi/KX3oJ5S/OgS3FP9l0mXqNrE7RZdoaRS17ISo6S7E/bj6gKguHFSs3A5BnKRCdTnSfKU+fIwQEcecpI6jtFH353+B2RXsbcPQAIHlH2wMPZlZU/BNvAkbfB2Qby35gGElo8XXAmZ+P9JEj1TEFGReiI+BlJ0K03gFV+jkDXnsZFcpgyPSlWABA99GBKjbyj2Eyq44qFCu0G05rogrYJCm1c06vWmHjUKfMAwBvHjsWS27tEeT3a0B+/wbYUzViiWkJn8cCZccD05YDJeoXxowK/7OwYop+4Hc92iXPcgPD3RElT+0SkX4dySB9fwLPy5Gbl8iqHPXmoy1TPm/R4tiZpdWgRr99zc+a+12FhbBnZaHg97fDU1ur2p+9emk43YsJXLCLIq4i9VKW8Gdzy1tH3KE7JLXWZHDjH18CoJ6PWgLJj8m3o8Yj9HASrFvESRPsDu8BHioHPr0DMPE9nSXyB97ikfrLhKlDjkcqJStEsM0M7aUCu93kpa+jsavLsWYp9szFH6jKMtNTkHaSPASNw+dPYUVmyiB7Zfcoco0KQkiwkwKF7l5J70S0QndQbOwAAKeNDm7mtdCFB0eH/5gOSxTFDBs7QQAEG7K6Kl5KGEuxAIDe58nrmO0Ja9nXZAMqO7ldy9V1aV6JgSa8uRrCXd0R5NYe0Qyt4nEnkEtgglEytB515/+KlCIDApEOXdL9v6ER0aU9SunmXAbEBvIqZsn8OwpOUb3YHY4kpECAQwZz93U/R20GYgZBI49svOGCXazxmbsYbMTSSeVgdgRwKm30iPSbji4NbIXa7ruPYQvEcp6gLcUufVn+2YRB9d6ckCDY6jYeZZyFTSe7BKmx81w1lV1x98/AMycBaz4mDhbQUVgsq1bgiZ7Got9v1cGZhYDvlyMtVbUPgDyJtiS5kEuxWlgRG43aKcLGjqD7w38OfSBiR+3MKw9uSw4VrXbrxzntINHmceezZSutAMthCsOCDdgjS+wuEP8rzqGBr0NRJ7e7evaP9HfV6EfBSdaYInRWBAHy56EUmLeEnmOYhafQH3JH+dNuLVA/B+q2R0nwMPBYdyEUkkjS2DknyVdRmpyZUIogNBs7s2tceQadxLzFkdkQpxrIAhIvErdnxxAHUrKY+7xtoTcYadnRMMdfTS8nNRQ6sG4qOy144yFFWI4fX9RtX8JHTIzS9tbTJxg+Xom3VTug7daDoeU277ka53nzUmDXCuCdK4lCAb5c+QN59S/qhNJ61Hz3raF6roICVZmkbXUwlpQFmqAhpeuy69jIRCuxvI2usSOF04J9bdie699u9YSud0fAHsZ0Bgcaiuvec5QYq9P+qHGc1uMyPIHTmdqBKjInZeAcKbIXJ/22VdkjJj6vPk6j/840QuOXwVgyZFwXgl2Et9AajXXnJvQ0rXrzTWScfTYqXnxZo74aSUgSlU9mV2IFjybD9UhkXyIP27NxyTqVxo7qPGHy1nJE0WmEpPq1V+QFCeQYzgW7BMDM9SCasQ3T8+RUfK58+y1Ufyo3mGfZcthp+nWloPjDczodDEHag/gCN3t7Wiarui6phdpvwsKBUDgJO8teEPDbDFIQc3Nln8/Y8h0y5r4mK9uVI9fqKbFnZiLl1FMBAOkT/cvP27rRU/cAQPdFC4lPAdsqwhmHjGNrUy41CzagI/CwtelMAtHW2Gm8UTemCEGP4DZCc5tfH50uqaAtVxrRykVgqN6zhZBWA+3kDCBCnGjar/n3demtiO1XRLmONDToBf0bkVHehPKR+9iJ6xnXjWATo7d830nx9OiBkscehUsjA48W5C8p2gSUb6M/p+IF7XZIzZDb0w37ZZkqLZfPgssoVtaeznzGfZIA8LsxITB+KVa98jK8ffvi8EgD9gEMGwDpoaD0QPL26gVXebn6AAqePIrgtE7hRWliKdbrCWmRfJJmIAKDbEd2tub+Ad1DE6e92bijBwDAZoejWa0RdGTKl6NaXR7ULl+GuuXLmE2VPfYoSp95GsV33QkAqDiObUdJfidfYGxVzgdSF2nlWkuxkq2Yv1FmHyIiqLFTC3b70vxj52wPhXo5bAv180jk5kkE8utqd1edOG7tgWUl5WyVR6R6s9gD0V0UmgQFAxblqfkGVJnLX2fucnh8KBl2EKkFGu0wlvD9X/0Yd57QYtj/+f+O+pNlTfoI0a6lZ6ll7RpD/7ne2Ka2cXZ55Tdxs8erWlnwUe6jeptJuzsTl2Lxo48i5fjjUd9fe75gUfX+e2hKSyxtKcAFu6iTffnlunW82cbtU7x9+6Ly9ddQNi5kd+W+mhHHhyHYFXn9woORaPGsW9hGi8d3QGmnZ1ywO9g95PbeYZM8DKN3eXYZ1D+4nZ5J8SgG/ILpYUqGDVFE+tRrVcV2habL27AfNpeLGodOwpaSgvQRI2ALxMGrvu1mA71HMJo7C/uGz9SFWkuxVUQg3ahp7ALtUjR2HURqIUmw67lZ7QBwKDNy42ol+h6GgQqFShtX+vXt6e0P13OAcVlpn0qysSPj2FnEYXoGExUsTT9L4NdKecYBRt/vjwtYpg5/FS4iMeaelduwN994XLlY4GtUX0OCUz5ntFdWqF6IaBo7t8k74Fet1HcKMsedjYp/vgRbmCYentpa/DLILxTaEecA8ARcsIsyhbffpirL69sY+lBeiV7PzDbdbsrggcFt19nn0CsxHDUGZJ8BALDv00/NxJr0DEXd3hNwJzeguetwEonhpdARUYyNZU9PR86llyJ70iQ4CxmR/VtZ8fREZGXLH6Tdv/lalUM2r8n88oieplGirUN7TO1vXCQv0FuK3b1KXjcaSOf9z+3AgY2yXelH/GPtaRNhDzwfD2SGtMKhlEMW9ENxXRVu0HnjlupXnyYv30vPjOIp9WtzDS8ryTJY2FRFotYLDiGEZ3XzO0s5UhgayJNvhyeHMoMV9Fb0hyU8G4/xx1HgDN8hrOvHH8OemYmqd98JlvmIZ6qvRz4OpieWcO2ipC8UFCYvaRPPhqB4iaTZ2NW0mbPfrN5h/uUvYxUj9JMBUlv2AgAcPisMgK0hrndjR0cH7rrrLlRVVcHr9aK6uhr33XefZnqanTt34qKLLkJNTQ1sNhumKQLTJhs9Pv0PPN3N5zV1ErZVHpanYAf9QpNqH7drH3U/CW0i9Vx7g7qQxbLXgUerga06jgLEZJIn+AXS7NToGmQXTP89CgNLoFRYuVVFEendusqKHLm5ck/UKOPRyftKlYl9ijh2JAVEoNCoOU8QD/a/9JftSgk445zzrYiswMq4eCTk1R0U7PSGuObM8PpWd7bGTsnGzphUKY2e8RUkol2P367USQhzOQ4NjX5+r6C2tXBgAypP34tuY/fQ66bkwu6mdEppU8d6/LIeMy12LthFEXfXKtR89y08PUJL/zLniaIMuITEESqM0lZUCyNesR4DpgiHxo6wplOdhLjejQ8//DCefvpp/PWvf8Xq1avx8MMP45FHHsHs2WwNVktLC/Ly8nDnnXeib1+2oXlnx5MSegPMzqU8+NuagJ/fD34kgxG3tBh3g6ct16ZM+I3h4/Hu1cDR/cALY4CmekOH1PSsAgD0GmoyvIvVMF8wRNWyAgDYzAY9joAjtHyqjJUAEfAvwwWXYinL6C5i3TBaS7F6ThsA+mwJjbmbeGExrLHLrjTQEXkje6rbgDUfmj6OhS2wTKa3Qpnbg6IxP9WfIo+0PbJrhaex2YApHwSOAby5bWy5vEt3ODwUwW7DfPnnbqcyGtDS2HEbu1giEnaq7Yf3AlFKVUnDyMp74d1+73JXdTW70sEGlR019f42cGkd7RZZ8OfGPhanT4wzcRXsFi5ciPHjx2Ps2LGorKzExIkTMXr0aHz//ffMYyorK/Hkk09i8uTJyMwM32syrlBujG7zv8Duuv7qHQwElwulTz2FkieegD0rS13hAfnyYntaSPv1y6IlytrYde7FqjL/idRFjnCdGj5la8dKs0OCas8T+wEA0oYPR+Gf7kbFK68wjooyzHQc8vJdvQcDAOwxFOzqDm41XFeQnsTKAMUkbmJpOWoaO3OPm50jxga3C+qlNnQO0tFkAlAJIR16iuGdS/XbJJBGTy/Wapee/uVn2dWUqnZKssSEbcLfgeL+yO/biLRi7VBAGPEHerli3EpP9nuWdz1zD7D5Kws6yTEKaWPXJHixza3W2P2akaMqixXZF16IutU/o/oj+QtT1ZehlGtic7PqJTJcr9gMZ2RxFDNWmA9XlcjEVbAbNmwYvvjiC6xbtw4AsGzZMnz99dc488wwl1OSBNrLrbO4GI2Fatf3nV3K4KvqBs/lV6r2pZ86EhlnULxjKU4TpOp+zIaFqv3OPHpuVVFUT/J2neTJTHatYO6qGxfKPuAJvOUJgoDsCy5AygDjAq8uh/cAXz0OHKI4RShh2RopyjNc/jFSLsVuyjDxFnhol1/wVdieWYJ0vSlTipGQGrtoaV8MaOxIDqVlqcpEvXRBYQh2giACQzXMC7Yu0m+TQAp8n9EE/MIw3/SfOFBRZmMnqLtoRCAefJX2/r7nA55MODw+lJ2sSH93vDwdH5wMF2TFcmt6cQt6XPAr3JntQJrWF+VYjQ+hZ1BLzwnIFdWeOint0VmeNWrnSrORdqYTL5CtrbAprqlwbWjtjKwqxypx9dOdPn06GhsbUVdXB7vdjo6ODjzwwAOYNGmSZedoaWlBS0soCnZjY6NG7ejizvRPrMrcrUEoGqIWpxu9/qNOM6UJsQQr4WpsoVQMUZXBuhRcgCLYpMPJqJtXxzQo98OelFMGD0blG6/DGWZcJ8O8cj7w60/Amo+Aq+Zr12Uakcu/R8+7pwNQa+xW5VZCnTOCwRtTgG3fAsvfQEjnw+ag27jLZfBZKS03Skuy2ZXAwc3+7aLAsrfDGz3BrpWeCYVFh1f9HYM2OP0mqTOdAMYEOwWiAFUeVVd6O1oPKa5zg+PS0Rj6/TQ1EEaH2YhgV9hHvw6r/5lGw2VodLiwN3sfx3JIO/SjcCLNlQ5A7gBACx1iBZFokMloCt6SYmD7Ntl+mmDXquMoBgB2Z+hltamHxTmuk5C4auzeeOMNvPzyy3jllVfw008/4aWXXsJjjz2Gl156ybJzPPjgg8jMzAz+K4u24ECh9K+z4erVC+Wn+p0VbE66wEC/DcO4i1a8qbl73xh1poXiKy5jnF19idhZgh3DWSPITnY8NwDwHnecYa/QsPn1J//fHT/q12Vq7Py/Se1PP6L6s0/hDSSIVgYFPnuTCU3PtoBzicGQFHafum+2NMa1Il1YkmAnLZtVEvln3enAjO3A7zcZOn9YkHHUivrpVu9dFjK1kEKH7JYyMtCEOkA3KDcVimAnczI4ZTr9OIY9H+nLlKqx6qk178q0HUYm6IicFyxY6+XOEzFFJDR27Zs2w0cJ8dFuiQu5ml3uyvAPJmyTq/rWqkJa0a5E234DmkciLV97XuRziGO8CTvyBCSud+Ntt92G6dOn44ILLkCfPn1wySWX4Oabb8aDDz5o2TlmzJiBhoaG4L9t27bpH2Qx6aNGofrtt+Bw+y/bjIom2HvXIn0qI/4cQeVORg5XLSgPWVdGaHk2r2Eh8P71ikPol4IyiDHATmPFipuXtFAC6ZLYUlJkkePtDutt03aXdKOWe2haX8Zz3OFhfI9WRWBmd3pEYRkioTlVrZ3rUx1aypbs1Xx69p0GNXaFgwnNvU2kOJQQ48sSWlgaSKKLJQfoVVinou82MEE3qcM1FJ/gLysYoBN2h5FdRYWWZq/HOGNtcCxBJF5gXM1HcZhi0El7dltBara5/LYkgiCg5MknUXT/ff4wUwp7Xpos6jqif08LxFJscxhijU+Rks1+8aUmjk6sUDNAnAW7o0ePqiLk2+12+CjaiHBxu93IyMiQ/Ys3NjtQM+sOlE77P1k5LczLUQ89ybsmvdQaOU9R6MJ1r9sGLJlrqCnaJWtneWDFWbDL+MOd8DmdKHz+BWsa1NHYKbHKK9ZRVRXcLhk2SLYvdcqlAICiO9QG7r5D8qdiyf+NR36/BniyGQ/GNpMZN6xEMensvVpuQ+oTgJTBoe8uzVt2aR2olBHs1WAC8LTSkBZAEKDKmuLNJa9lkdpnZu5Uo2tVWho7ueGdflsLHlIVZVY2oXbiTuTU6CyBG7V9zNXwcOzHcL7iRAfiGbSvsQmH7Op7XBlXM1JcU69HW24+Bt4zI6J2MsaMRlYghaJgQLAzgs0RmpNyRCNvU4rjW+Xj5zWb7SLBiKuN3bhx4/DAAw+gvLwcvXr1wpIlSzBz5kxcTmRrmDFjBnbs2IF//vOfwbKlS5cCAA4fPoy9e/di6dKlcLlc6NmzZ6y/QvjQtEGUN6w9uWG4cVO0Lvk1u9G41m/g3HzAr7Z3praj7Yj2JUC7z6jpqgD9pdgoUzJ5EoovOl8VCDNsDNrYBVGMS/eF34R12m4ffYjdDz2E5pWrUHrLjbJ9ZdNvR8eVl8NBS+mmIOOUwcDep9kVXGG8NFiG/Mqypfk1doc9QFoz0G7zv903dMlB5r4DSAssaWbXBw7oYNiMdh1h+vSiAKB0oGx3Xp9DsLt8SC9tZl8HtKwkUAqFGl3QmsTIcxqxsWujC282h4XaBFFkdzqKWWI4agQyQHF7B/LcpQDknvLM53SYVE+7AeJN11sbOF4Z7iTcdggbO9Ed+XOtS1Y4aWMSh7gKdrNnz8Zdd92F6667Dnv27EFxcTGuueYa/PGPfwzW2blzJ7ZulV+w/fuHvCR//PFHvPLKK6ioqMDmzZtj1fXIoUwW1CWXcGxXKG3b3epbJqv6KPYu19ZgmjLATYClWMuEOgBgeZWxJnrFg9SRE164AcFmQ+Ef6CEnBEEwJNQBAOwMT7FSf3gWDJgMrHw7jB5ajy1gI+MMvDh3BF7kM/fJ374L6wMbLHvNfsYcr8h7TRAAdKmV98chokuvQOYRk3Z7TOcoVl+o1YlzGrkF0wqMpwxT4tWwSRr+O78XOeBf5qbG1OMx7GIOsao1fEAV1h6tV1VJGTPC8tNanQ1InSs2vHZsDlfwjjmaZt6O3nb//8F3Zyh+rrMksrh48Saur1np6el44oknsGXLFjQ1NWHDhg24//774SJya7744otYsGCB7DhRFFX/kkKoyw4tsRlJswUA6SlhhBahtE17cze2ZKS403Jy2VVb9VOUxZS969jCmRHeZ9hAMn67aOa2NYIqlRTL3mz47/x/q04BznseuNZcOI+wqSV9hOVjqBLsBP91v+F4eaibw5KPw2l3089h8DcQ20P1bO3QDsps1iHD5OTkzqSkX5K9JBn4Tl1qzJ2UJKucvW/AlNA268UtWgGtOWw6Qtdk7lVXq5x/AMAzZmQsexQWgsIMIFU7eAO7nebQge0e8/FthZTEyrUbKVx/Hi8oS7Hky5DtJH+aoF7TpobTeGhz0BXsaiYnoNofF6NuASNESFuTucaizYq3gL8NBu4ntFsG7a+CbP+BsSPxjGUBys/Jmogl+zRBAPpMBApiZMJwsjpvMuq3Aktehj3gSio9kDoE/wO/sVgeH21FZeBbnniTuq0z1HZmLBwpoW3RDu2gzCzBrmQQvdwk6aXNyO/XgIrTiBR/5LVnJCB4reHAOmrIF04lpIaOaWrBNXaxRiA0ds6cLMClFuxsJuNGxgPly/CADeE9W0VC0BWc5pUh9jg5jUULLtjFC+pkEXpA1jz7FLp9OR/Zp4bx1iVplHK7ASUDtevqNUVIm7bUVAguxk1zdH9E57GctykC7WFGDk2zGNS2ktQsXoyyf/zdmvMzUPWKNRHHS8OSQ9FYzx4IvH8dcrZ/IavaYZOCPssnp6FrRL8gQjNRGKwO4s1EFk4E2mPCeiEYcg212NRqlTcbggDk1h1BSh7xe42+n2xRvx1KxgrDaAn2ZLsuht0RD3USc0RCsLPb7VS7aiEJNKmiRdeOuyKUu7txV73p4wVWUO4khd+R8UJneUew2+EsCjd/XWDSTCsETbtUOjwghBmYLwy7zCfB2yHWf2pRQ+YFO3taKtKGD7fo/HTajyp+gw9vpleM1wOfFIil6yogfKYd+FlWtS3wwD/sq1e3I9jo0pOZVGiy40Vt4aRxB708XyEQpdCztwCA3eVDSh5lnSm3O3DWY+ruSXaQADK9Bu6trqfo19GifCi93O4EZuzw/7Mz+sEFu5gj+EL3kt1hh82Voq4UburHGGJTphSjdLkxVX9p1UnkTk9ZudJ8P1xcY8cJl4NE8FeaFsAqw1RpAlW0VzetCNVn70Z6SZiGDFqEEfE/5lilbm85HHETopYtWBgaQSosz9EopRrShfxeihcBZXDnjsD4HBbV8dms8MwUbCY0doSDiTcgnEkx4mRc/glQfRo1NH/5yH2oOI2i1RY76L834QSUlWvAZigtX7+OFlrXnDvN/48FF+xiDrkUa7PZqMuPybEUK7/vPu+nvrcz+vTSbcdBhOA6epz5VSobZSk7meF3ZKw4qoitQxGEupdalHWBFOyIB7ZgF+BKCwmURsRIwxo7s/ZrWtRvjY7wobQ5UwboNcry18LuQtk//g5nWRkqX3qRXal+S9jtGyIlTsnBU3P9KcsA1f3gUwhl7YHrzk1L7q0UJCqHA6ffZ7IzxmLSKakYuR/dxu1CZmUTVJrbLt2BS94xdLogvg51OwBsbjfKTt6P0uH7YU+3MiyNvyN1/+9XlAw7gLr/92ugPIKXCS7YxRxSYwfIU2oFy5IhBI1ifiHj2BX84Q9w5Oej6x/v1G3G6QlFAOg6YazpbtgozifJTBL88p0E5dIrRbCrueEa2Ku7IefGG1X7TJ4s8FeA7IGtCFWQVuwPDmbXDMtB3Gm7NFTcVmns1nwMPNFH7vRgFUqbs5bY5w1OGz4c3T77FCmDB7MrffesqTZ95ZUAgKxuBnOxRisXrBEGBWJUHpBnVElTaBfKG/2CX1EKxdtTEiTGPg4MvQGY8gFwosl7htDY2fQ0dopTO1MD9zLLO5pWxhpypm2cgLTiFnPadSn7g1b4ksAzQLABGeXNIZksnFRsEoZzzXIsQ/F70QQ7pcdpImJTLBeTS7E5ky9Bt/8ugLurhnNPAJcn9P3DCcxsczJCQyUpif/LdxaUb7UUQciemYmajz6gHy+KwJG9xpZcSI0d+SaieBi40jvQ7ZxdsN/zE7Mpt5O4SRY8CFzAyNFpVGOnFeQUAF67MLTddFB7kjKLUmPXHoUlaSvYsjC0/acsACJw516Akg8SAGpfnYvDb7+AjK0PxKR7EbFzKbXYLtAFi8M0x17p+jbjLKHARlyDtW2t5uzzgv1gXPNUyY7RRmYJXUAMR/g++wkgr047lp/NQXeqGfs4MOcs4JTbjZ/v0o+B/z0KnPWo6a5yIqOwQ25W0ka5wKzKhBNNlHHs1PuN3Qekxi49xbyQJrBifiYpXGOXLMy/H3isO7DYSLosQmPXc3yomCJ8OVN8sHnZtmdll10CAEjJb9EW3nTyqmr1gckRizxtpXMqJzQyjVRbk9x2budya85tlAxC6yETfgK/5aeU5YijB4DdP8ORm4usYdXWZhmIFmQQ3cZfg5uOo/QsDj9tp8RG3Lc28n4Q84UdCC9zginzA8ZvI/rY+4IYFPJSuwCn3in3PlZiY6QDLOoLTN9KDyPDovJEYPJ7/iVoTkwp8cmf2Rm/rFbVsTqYcDRQhjsJN0CxyxtSYHTpqhGXkYHdxQU7TjgolzqcJu1mvgp4zn18G/DJDP/bNStOmUxj5w5lGjAqfBEUXnk5KkbtRdnJB7SPN7oUa6YPK98yXlcLaZyUgp2UhkkUgYergAdLgLZA7qrXNXJfus0HwNQlt6v2/uJ+6rJHqoCnhwK7VwEtCRYcmsWRvaHt+SENo/PwdnXdtiacXBeuZ7gOhKZA0POKZWHC/IA5x/p8jCXdKE3KWgJsEoTH4ARQ2Ni5N/+irpMEGjub4r4LN1esYLOh8u23UPHqK7BnZZnvB8vjO0nhgl2sUD68I7Fp+fYpYMs3wAZGsGCZjR1Ck5aWhqH1qH9ZRSEgCDYbUrq0+bVBWp5zRic5PS0HqVGwaqLxMQS7zYFcrqIPaA8EWJYcF9o0HCsK+1jTLxJybHtNUO93a0RG3/QVsNu8i39cIMNqLJ0b3KRmQXmgED22WyTcqxCom/SqjOuQYcNElRFZ52A9B6KlbWmiePNykg+f/LpZfcp4VRV7EtjYKV80whXsAMDbqxdSiHSjZhDsEZw4ATWjXLCLFcoHeBjaMwByAaqZYfwf1NjZ5H+1hMk/F/mXex9UGEI31ZMNa/TLoKCq9719hBYyp1q+71CYuTBZGrtBlwXOSfRJGiutTBrh/nZa6IU40dPIfR/d4MeWceI0anFbPl1Yzm5ULzFZgvJhzLqXAKDXufRyrVRcRmEuxSbeZMFJIBQau46dv6qq2JLAK1a5XBzuUmzk/QiN1ZYScyYte9P98SwPO7Ks7FJEJP4v31lQecVaIBywtGTSuQSDGjstoeIJYsKlCYZH9gPPjwZ+NGL7p9EHGh4i1MV/HwEerwEW/c3YseSkyxLsNi4I9Ikcx8CYtWrEqotE28puVLt9exg5gxOR7EpqsePgemq53VA+43BQaOy0spKwNB8mrgPmS7032zrnCSOYNQHhJCaKa6+nTb3CkAzLizaFNjwSjV1E/SDiaO5JMScWtTr8MR5bbJQg0XGCC3axQqnlsULrw8zdyFiKZU1EWoIdGRKEJpTNvw/Y9h2wJLCsZndr26CZEYo6CIHry4A91rw/GDu2fmtoWxLclDaJkpbL7G8RrlDu8wGr3gXqt6n3kb9BOO1Hw+4vGmTQbeZsHXQNqSNaeXkJwUkA/N6p8pIQrPsjvZBebobBVyCmGrvsiui0y4kpguKazJtwjqqO0n4tEREU4U7iJdjZ7Yk/VmboXN8mkfn2aflnKzR2rKCKyswT0l+mAGNw8qT1edcK+eecrsCFr5hrg1mX4RxiFkmYZDmbkOVGNCXhCuVL5wJvXgo80Vte7usAthIhTiRB1Kiw99M/o7M8HEsYwx6J6YsmpBOHoOhAxYnyujRhKL3Ymn7YGV6q0dLY/b9/Ad1HR6dtTsxocMlfKhyZ6kDeyaCxU4ogcVuKTYJlazN0rm+TyKx4U/7ZiOZqyVzgLwOAffRlKtVS7NZvgWeGE8tKBpdiDxu0XdvytbqsvVn+2WaHprbBjADCEsTMEhTsGBrOn99X1zXSnlnWfEwv/3GO/LM0pqLO8qzEnlXaS8eJRkquqkgpxxQOqqeWRwdFbEXlhHgSJeeuVdoQkeUVGyW6dAMmvalfj5PQ7PeUyT47HGohLhkEO2UqwXTEJwOENTH/EifcVOL/8p0FpfBkRDh4/3r/3w+m0fcvfQXoTwQjfWGM/++uQAw2pY0dS6j6amZo22NySU/pjWmza8/GpjR2FmWz0BPsaMu2Whh1FFGy7j/08q3fyj8HAycbFOySjaOU+ISKSyYlz/9bUb1lrUaAXHOmtKlzUezSWHl4dXBntaGl3glnauA6c6YiakuxzhRt725O8qJKKaaeypXLnImIso9pQnwEu8jGKvHGmWvs4oVSwKnfKrcpI6FpygDgMBHUlSpsKDV2RJ0LXg1tk4F6WQFMVefeC8y7Q11uc2gLIWY0dkf20cv3b6CXM8+pI9iR/TWiJTT6HY4eAJa8zP5dJZob5J+3Lgqch3h4v3+ddhtGcx3204jPF0+UApyg+BvA7rZ+yVnwN0w5uQbkUq6S376kPofd//3Khu9HTu1hlI8MCLfpBdFznpj8byC/J3DJe5G3xUksFNeMw6l+butldUgEbIqQVkVCVlz6QY5VbWsU8pTHmMT/5Tsrvy4Jbf/0T7/36fOjzLVB3rivnk/Zz9DYDZkKVAwL1WsgNFYsmx+SxXOAx7oBi/6q3tfR5o+Jx8KMxm7HYnr5MyfpH5tF2EVJGkyW0LaXyGRgxK5vz8/6dQB/AOH3r6NnjSBZ/yljhwltlVHBLlW9DJoIqOSYwFdvqZdfj93HhxnyRvPkkMfXixRKzEGHx//y4Ez1oaB/I1xp5H2gp7ELU2tZNhi4bhFQPTK84zmJi+JF3kHT2CVBgGKV8BmnINnkkvBeR3iOaLFYXDAKF+yiRcMO4OmTgBWBAKvHXyPfTyZB//f/+f+Swp4RzVF+z9A2TThghjsR5DMpGQKBXIY6uIV+3g+nsfu0azngTmPvN7OkuPJtermR5aV6ou9vXupPX8XS2JFLpHratWDf3gltL54D/CkT2P4jve53T9PL9TBje+UIaJzcaiNqGTR7sVhDC/DMcERtaZRPWNFQQjS5c+V2dWQavnDY+KW5+roau8Rb6uHEGSOCXQIGzlViU/TRjviYnNgJ5wkBJkNLJeA4c8EuWszqCexeAbx9hf+z0rNux0/axyu9TWkcR9HSyWBo7AQBTI0AOXMadapQoqX90Mw3a9ErD01j+Pk9GuFhCJTLoiyIPKdBQfe5U40daxgT4yEtJWp5PE5+3x83Ld7Qrm3GV6UKckNvsLQ7qswS/SbR6xmlrVm/ji5knL3Emzg48UUU9W3slEJTIqL0RnX74mMTStrYuaHzcpwEcMEuViiN8qX8rSyMBKT99int/Zu/8v/V09iRGrDm+tA2LZWSEeFL64GiZZ/GsqkzC80BouUQXQuq1NAtfl7uJcvCQ7n5WamntNByxDClsQtcLyyV1rAbga4jjLcXY+wuZco9/5+MitC1mVYcEJhKBlp67rRshflBpKEPTIeeiWGAYk6nINerEOQoy67J4DyhfGa2OeMjVJHL1kcd+XHpg5VwwS5WKIUNvcnJiGC3+SvtiPlSXshgHDtFRgoqAvDO1f6lxbYjlN0RPix2Lg9tt7f6lzGlflplX7FrubrMlUIX7JSpuHpNAN6YrH8O2pIyMaE7amq1j//lC2DOWOCx7lon0e+Hsj80wa52LDD6PuNtxYM0eVwud0bgfiECW+X1CQTLLj/BklOWnHQAuT0PIb3aa0l7QRp2mKtPFeCTYFLmxI2+vx0LABC9/mwH1DhsSfByYFMIn5ktO+PVkficN0p0rm+TyCiXIPXCahhxYgDUceRo0OLYsWzdUvOA5a/7t18ap96vlVMT0A+XQjpcPNbdv4z5cKW6f5Hw9RPqMocHaDqgLt8wX/55zYfGzsEYv5ofvkfJrJmofv1V6v4gc3/j93Y+qqGlJCd8KUVaRxtdy3dgo//v/vXA6Afk+5zxCSFgCsUyufQi7+sIPfhFKSw9LVxKGGSUNiP/uEMQrE6W3kUurDtT9Ow29QT4xJ+gObEl4+ThqHj1FdTM/5xZJxk0dnaFxq4xpTIu/UgGe0QzcMEuFuxZrRbk9AQ7oxeakeU/mo0dS7BLK9BuS89xoc9vtfeT35tc9lXuiwSasLtxAbD/F0plxaRaMsjYORjOLfb0dGSceSZsLoOCuSaKzBPtLcCs3sALo4FPGKnVdvwIVCq8hq0WXKIBIXQX/qYuuG2zh8YgeMmajbWoh9XjM+hy2cfSkykvFCS53dRlArex42iT0r8/HNlsm1l7EmihlJrGFndieu0nG0nwxO8EbFloXrAzal9lxE2QZmPHilen57W6b532/h+eA8Y+zt7P8vZtb6HYJoU5obUcUpc1UPKzAupx1hNsJfQ0l1YEhlWmFPt1iT924eFdwPYf2Mcpr4lwbP/iQLdPP0DbnnqkbHseWOYvaz0S6rsoae9S86w9sdWCnaI9QQDQ7XTgl8/o9XueC5x+H1A6SHFQAKu/L+eYIBleB5SCnZAIz6pO8CKV+CJ9MqI0yG9uCEOwIwSs2rHG6rGgaexYIUn02tOy6TPCwU308sYd6qXYnK7hneNQBHYaRrWG3zxpTTssOtrkQXDJYNR6KG0Vl2nk7k0gnNiPlEGDZLEEU7qElmhFyd7OckHM4slEIViLPoTC0VDrC8CJN8pjSwLAlV8AUz4AUrtY2z/OMUEy5D9V9TEB0qAd2aejYU8CEv+XT0bWfiT/7EpVCy1m8qAq2yPREsQkB4y9axR1Nd5Itn3L3ke2GS4sgWfLQrXGzoj94HfP+h09FhEewmbCtGz4Qv5ZSxNG0krRCpK0K1JO1TM0hsz2j6idQIwI8YMuTxoNnQppqZy4N2zOkNbS1y6F77H4+0VdsBPCC8BXOgioOtmiTnE6OxkXXyL7nAx2Y0rnif1HLTLHiYB++0xmNkpAuGAXDZYqNCTF/Y07TxwNvC0YXYrVCq0gnVMZNyySG34tI99ppLx/vdopoNGAd+F/bvf/nTfDmn78pE4HFRbKXKI0T10tjuxTXwNGromMkuhE8Y0F0jI/cW/YHArBTrBZ78FmtaBIFewSbJK9fB5QeJz/L6dTUHLnH7BsXMhxJxmcJwTFS5Xt541x6knnIklngASn6hT5Z19HaLKSAsnuCGQpUAozUkJ6o7GwRB/b3ovZRgQ3vJWx0Ir7yz/T+rvbYPquREMV6NjkmB/Zow5qbURjN/8+tQaq7mxz544l/Ynctd884f9L2EgKNoVgFw1HEFqbkZxHIdjZnD5jsRFjSfkJwNSvLAsdw0k8kmEp1qbo44AdDFMdjikS/5dPRoYqErb72kKCnaTJ2b3Sr4H56jF53aCjg0GVtCgCD5WZ618k2gMjuVQBY8KEcjmaFu7kaY0sFu0JnKx518rIjj+8h6KhM+pQo/h9EzgwMTV0y6b/hraJr+Jrt0VJsKNo7Ir6ht+eYvw9WfFfXuIcK5BZhJJAY6d4CTrStSpOPelccMEuFnS00QW1rd8CXypijkk2bEYFu7Biv0Vwwyttx5SccL3/rxR3TYvWw6HtQZeHNHZGw1ncn8Degod+1a+jxeE9FIcbA791/0vUS4uJvDSro5km5yZ3ZlvsBLtI7hHaeFecGH57HE4YJIWNneJeaTvnzDj1pHORwE/8ToSvnT4pf/+sukwKTGxYYxfjpMnSErKS674FrvkfcMaf/Z+1vAAlDm4Obe9dFxojZ0p4fTu4JbzjzKCIUcZk/v3yz1qBiGnsWq7WaG7VcWwBgCHXUMKdJNgD3kFkeqBdv+UB79Ay/zKhzemvk5LXGh0hlWZjN+pP/r9Drg2jPUofaU5H1xn4PTkcE1iVbjtWCHbFveKOfzD1tnRzcTLbfE0AgHZYkSPaGrhgFwt87XRBbdW76jJpEjaqidu/3nx/Ipnom+rp5fk95MtXSjtDJcoluC1fh7Q34Wplvp5p/ZPtVkVQY1b8Pz3+/X/m6i/5l3rZ+78P6R/n8Kg1UImmsZtM2JvRrnPpXnH6BcCac3eh5rZa2J1idDR29ZQXgqrhwIwdwJkGxlwJ7f6ixTXMKDHfNofTibApnlUrd+hEG4gB7RlZpurvbfU7fLSJ8e+7RII98TsprKVYGn/pD7Q1Adu+N1b/9Yv166jy0kbiFasReoWkeqT8c061/PMbctd8ACFhjyaIFPXTP+eq96zXYKYplntLB8s/swRwhwX5R/eFI7TbKBq7BLvNy4eEtmlCkEKwE+yA3RH4XaMh2P26hF7OivWoi4Ca3+yEJ6cVZSMC6c+OUmJjJZomlcOJMUobu7rNa+PUkxCNg5PfbCLBnvidFJbGjsUDhcCnd1h3/nKFA0I8JpT/98/QtijSc7IGNXaUpbGdS+Wfv/u7uk5zvVwzotS2KbEbWC5WkkMY97Y1+f/RaGeUG+X4a4CPb9Wu02sCcNLN8jJBoCwtJpEAQXqQO4hlGaksGdKjCTbYXSKqRu9DWmHAJlUZfBiIvRkF5xggudZi7Xb5syqrJyW9XozpfaqGw16SwAW7WNDRZl2Ce6Ocehdwe8B1XCXIWTzRk0IbC9IhYtmr9DrS5K0UTGiaq//cpt0GAHjZeRQBhDexphC5DI/s9Xs30zj+avNtA0DP8f6/mQaW6WxOuqNEoi/FknhzgOGEANveErpXyNRwkr2h1cGEASC/p7Xt0ca7++nqsmQziOIkPMl2RSmdJzz9DObqjgJl//g78m6+Gbmnn2bqOM9h/5yTeyhxRj+Bn/hJzgRCo7R1IdARCM2RVhib8598K5CS499WTiBWa+wkYUQL0nj8PYZBuo/Q2JFOCq9Tlm1pDL815LXrX7+j1+v1m8D5CBu26lONnYPMJbv2EyCd8Xt+T9Eo6pGaD2xY4N9WBrmmYXfShTjl75uIgt3EF/z5U0f+ARh+S6j8wIaQ5pbMrSr9VtHQ2OnZg9LQso+jjXduN+A3z8nLnBYs13M4SYzSc1dwxE8jnzZ8OLpcc7Vpb+ITV/nnnF5bo9Gr8EjAJ34noe/5oVhuP/0zNEmNmB77viz6q6IgDktzDgOpyIK5bO1Al9pQ+d7Vxs7R0RpKQ6YVRuP0e9Rl6cXGzkFOxrnVaqFZyhPsNudZ5UcEWgKBjaU0cFrsXasWdAQbRYuXgEuxvc8DLn7L//LhSg2Vk0uxvSaEyjssXoo9/+XQdlhaQI0xpQl2gg047rfyMiOe4xxOJ8amWIq1OSNMWckBwAW76EKbMFzhGmTrUNAHGDvTWF3aRF88wNixhccZ7xOJkRyzkvOEjbKcqIWkPTm8x1hgYGequszosiw5dnN/o7ad/Chg81Z7hrH2ZH0wqcrfsZihsUtw5wkttnwTyhlb0CtUbrXGjsx6Eo5gp5XujnZ/JWv+Xk6SkTjLgUZQCnZ2R5hRBzgykuiJn4TQ0ghFw0YIAJweY0GBAVC1DXaDN1S4dkEsR4WhNxBtExo7M+MkTbLLXwO2GYgNRpt4685i1x/3pP9var56nzLW3E8Be8P2GMU0Ugo6vnbK2CWgxo7Fz/8ObR/YHNq22saOFHbDErq07gOaYJdEvwEniUkywU6Zfs+RfC9Agph4WkYu2MWaaHn1tRwGuo3yB1a9+G35voqT5J9pc4zRyc1oSjElyglZcqbI6er/m1cnt7ELV8Oh5zAB0DVYyjAmJAMvBX63Drh1nXofy9t5jcGwMCRduss/lxnI46kcJ2dq4gco1oJcliUnKas1duQYhSMskk40Wm1rlXE4FlPi7RHvLpjCrrj3bI7ku08EX/yDKitJvlFMJvpTjP6jJdjtXe2fwE+62S/gkdSMUVQOTPSkHZvRyU2podIilYgBpxQumgO2ZO50/19fuzxAMW2ctIQvifzA8h3p5KCE9l1ZThDB/QV0AamDka/WTHgbifPCMK5XjhNNKE4moaLpQOg7kQGvJU1xVAQ7E216svx/B1/FrkNz2kmm34CTtDSnddevlEAoM0/Y3BQzGY5p+NMmmtAmDKsmpjEPmugHw5i+G+HWbXTiMaOx+9064KzHgGsXseuQKdR8OkuxLG2c5EHrzgwJWtmMZNJVJ7O/aziZAH54jl5e0Md8W5ml8s+SoHvuM+xjlONkcyS3xu7XJSGhmBwP6Xe16v5pJUKp0LJCsJj6FXDObGD478ydL5l+Aw4nRigDFNtcibesmYxwwS6a0IQTq2yEzIRKUE2GguIvrQ4DMxo7mw04/iqgQCNOmKTV8/lCdmk2u7kJXNLkpWQDrUf8221H6HXPf5m9zHvZx8bON/jK0DYrO8TuFcba0iKYO5fxWzu8FMHO7h93GUkqVDjcwHEX+LelMDZW3T+kRteIY49EVjkwYLIxL28S7jzB4agQbPJnkzJgMSc8uGAXTaKlsTvhOvUE1+Mcdn2WBofUIpDtafVRWkINh8wydZm0FNuwFXj3mkC/KJ6dALD+U3q7uYFo5e2twP8e9W/vYghWngy2cOAwaCsx9Hr/X1cacHS/sWPCIZhtgdHf0+5S/1Y0ITBaDjvRJr9X6Le1WmMnc56IwWOQL8VyYoCY5EGv7azYoxxT8KdNNDEj2BkVKgB/3lSlBkDTpoyhsSOzYZB1rmAIUEBo2ar3RGDkncAVn+v1NoQqZy3omgyzGjsphExHi9yujwVLe2J08rUFlo872ug5QAFrAlH7CJtDGpll8n2Rfq9Ew+4MaR8lbW44tos0ZGMSA41msv4GnOQi2QQ7VYBifp9YAR/FaEJdimVM0qP+ZLzdjhZ12xvms+urMhEEPv/6E1GmCP8wY7t2H/atA065DSgz4NAgUT1SXUYbDzPhTmyOUKDX9lZjXrGqpcrgiY2dM2gX2BYKKKzk8C5jbWmhp6WqGAYc3Bz6TP6G139PL08mbI6QsCrFGdz8lTVty673WCxVJ9mEy0lOkuwyUy7FKuPaccIjSZ/4SQJVG8WYpJWhLrQbVrdzYAO7+vf/UB8v+6vol5FwI7uW63VSjYeSjYGq1TShsSMFu44WYNN/zfdLwugEL2nsRB+Q0iX88+khjTFLyE3JlWcvIIUVbw5RMUlt7OzOKAqlxJjEQvCVbAQ5HE4QpfNEMjoZCQmoJY2rYNfR0YG77roLVVVV8Hq9qK6uxn333adrJ7BgwQIMGDAAbrcb3bp1w4svvhibDpuG8j1YkzQt+C0Lm93cZKRMVB+0sWPE8hJMtm8UZTw95Xll56eUj31cXdbeHAp+3NEaCnjc7+IwOmhUY0cIncdfHcZ5TMJcYhX8DhQSMjvJTvDma6PkwrWKWGvszDhocDhhk3hChhY2W/IJcslAXAW7hx9+GE8//TT++te/YvXq1Xj44YfxyCOPYPbs2cxjNm3ahLFjx2LkyJFYunQppk2bhiuvvBLz5s2LYc8NQktTxdJEFZlI1SWYTLmlbiDQF6INsq+th/UFO8lb0QxpFPs36nI14/uR3qgkZF+/f9b/15Xi/0vmBNXDrMYOoOexbdhhrRfkruVArSIzhhTYmbUUK/suSfCwpwX8tTuj500qG58YTC4ZRdE/B4eTZCjvvBRn8r2Q2hNQOI2rYLdw4UKMHz8eY8eORWVlJSZOnIjRo0fj+++/Zx7zzDPPoKqqCo8//jh69OiBG264ARMnTsSsWbNi2HODbP5aXcYKaGsGWqJ3U8cHLsS2plAZuVTU3KAv2OXXhX9+EpaDiRnB1U3k35W8dqV2e5xNPyarwnj7Skjty6p31ftn9QzFoLvsE3Nt9/qNukywA2c/IS8LaupIoY1cXkyyB+S4v/j/Ssv1Nof/Oo2axi7GS7EcTixIwGVBTRQv0/bUlDh1JHyyuzNipsaRuD7Rhg0bhi+++ALr1vlTNS1btgxff/01zjzzTOYxixYtwqhR8swKY8aMwaJF9CC4LS0taGxslP2LGXso2pxIBIogJic8ZYoxSQDwZISKaPHQtLBZlKyZ5Txh5gHloOShJft/5RdARilw3XehMmV2DkAusPW7GLiUkRbMzNgX9jZeFwB6n6cuc6f5M1+QSA/EnOpQGal1JYWVZHjYS7+hJJBK11cslkmT0K6Hw+kMCApHNuXnZKBq5mNIHzMGFa+8Eu+uBIlr0Jjp06ejsbERdXV1sNvt6OjowAMPPIBJkyYxj9m1axcKCuSTXEFBARobG9HU1ASvVx7H68EHH8Q999wTlf7rQotob4UGom4ssOUbedmQazUOYHjFskI+5NXqT3b2KAp2VowR2W7pIOCWVfL9NC2NOw0Yfb8/zMhJ09htmxEEnKnAbRuBR7saq183Vl326xJ/UFx5J/x/+l0IfPL7QBkhwMU6TlukSGMqabSl6ysmmkcu2HE6B0nwCidD6AQvVc7iYpQ++US8uyEjroLdG2+8gZdffhmvvPIKevXqFbSZKy4uxpQpUyw5x4wZM3DLLbcEPzc2NqKsjBIoN1ZEIrT8qcGvfREE9WTdm7KEJyEFeQ1C8YolbzAjjhzRCBQbLLNYsKOxnmGTOez/Ij+3rB82IDXXv3Ta3qRfn/agk/KT0iC1jCJDsEsGpP4GM0wEfr9YOIEk21hxOAwS0UNTCzLcSYvbRDYljiZxFexuu+02TJ8+HRdc4DfE79OnD7Zs2YIHH3yQKdgVFhZi9+7dsrLdu3cjIyNDpa0DALfbDbebslQXLyIViKSJXznhlR3PPkapXdN7SzIymVox4aYVMBxMNCba638A/mYkdp7Od6zfaqANK6F5SDuN5d7tda7/7137gPsC4VWC1wF5PXUCwU4aD+l7xUJj1wm0BhwOABRnJZdwRC69tjkTaJ5OcuL69D969ChsikncbrfD56NM9gGGDh2KL774Qlb22WefYejQoVHpo+UIdmCUBUvDZiY8VVYL2lIsudvAZfHBTcbPz+KqL+kZNwQ7VILQiD/4/+bVGGv7B2XsvjhDE2Dv3K0uo1EY8JgmBfTgcjrDszlZBTuJ4FIsT/fF4Rilduxp/g2KkiMRkS3FJkmfk4G4PtHGjRuHBx54AB999BE2b96Md999FzNnzsSECROCdWbMmIHJk0P2RVOnTsXGjRtx++23Y82aNXjqqafwxhtv4Oabb47HV9Cm7AR1mc0Bw5YQRX3ZcdLMaMxcqfLPtFyx8RAKMkuM5zYd8Xt1mRZNB8PrU7Qg07dJGP0NtTRKNoaTRLJpoZTXnDQ2nW0ptnK4/29x/9idk3PM4K6qQvXnn6HmK4sytMSQwlNOjHcXOg1xFexmz56NiRMn4rrrrkOPHj1w66234pprrsF9990XrLNz505s3RpaNquqqsJHH32Ezz77DH379sXjjz+O5557DmPGjInHV9DmrEfVZUa9fk6/D7jmf0A6I+eomSVdZnBUUrCjCAXjn2K3WTzA+PlppCiWFElEEbpLqYnIqXey99E0dhFBGx+W80QSjKVKsHPQy6Nz8hicI8BvX/I76Fz0RuzOyTmmcJWWwp6Wql8xQUgZORIQBJTeGycnx05IXG3s0tPT8cQTT+CJJ55g1qFllRgxYgSWLFkSvY5ZBTPosGIiySjx/z3+auD7v/u3T7xRu20zS7GsXLF6ITH6TwI+uiWUgJ1k4vPGz09y7jPA1zOBC15l1zm6Dyg1kYM2Umix4/QYfT/wqUKQqx0LzL+fcYDFRs1MgVhjfyKjSi3USTV2qbnWO+hwOElMxdMaCgROWHDjkrignOQ1JmEnI2DjoV8jOL9keE8KdiyNEqNv4TqB9LsQuOEHoIvSU1fRtisF6DEuvHMAwGl3G68bjiNFJsWzWhneJr+X+XaNsmslpTC5POJkKF9UYqmxi7YQrMwawuFwOFEkrho7jgEGTAF+/jdQM1peTp3YDUI1vKfYgJF1VeVR1KRIbbcZCA/CIs1E7t1wJnaaYCul+QrWMTFGTpNLJzRv2iQLdSCDuRSbZBk0aGRXxrsHHA7nGIJr7OKBmQnYlQJc/h/gJIVzCJmI/hqzhrKUkClkBgNaXVVxFC8dqV+/fB5+Gxvma++f8Gxou36b+fYbKRpTpYBoJIjzlA+Bon7ApR+Y74OKZBbsFGMn5eCNyVJslDV2VgXz5nA4HANwwS7anEezRVNMwDVhOH6QGqMuBkOASNA0dkf3A9cuBKatoNdVnT+KE244y7zKIMyHdEKJkEupSq9hI5RTPJ6VQrCRtGtVw4Fr/guUDAyVqQJKR0oS2NspXxR87YHyTmBjx8OpcDicGMKfONGmz0RKITHRnj0LGH0fpY4OpNAgpWEyDMV5YsUbQEEvIKtcUZUV687CCdebY+ycWlzyrvzzrz9p1ycF05NvM3++I3vlnwddru73tm/NtwvIc9paQSy0XpHC+s3tsbAWibbgmwSCNYfD6TRwwS4ekEF5B10ensaojjDINivY0eLYsStrt2EFqmW4Ndr1aSnPlALppLd0zklc+pu/1q5LQxmH7KzHrBsTq4WZon7WthcNWIKdEa1nxOfmgheHw+k8cMEuHvSfBKQXA/0vlpeb0VSl5Ia2OwykpZKfSPHXQFUltIC74XL2LPnn7T9o1z/9Xnp5VkVo24zBejhL4a40+WebHZZqZn6/xZ9fdtyTxo9Raj6nbwN+t9YfYiPRYWrsoijYSSF1ou21ygVHDocTQ7hXbDzwZAI3r6IEKzYxAbgzgLqz/THmWEGMWUgTzYENRirTiz2Z5s6phVID16VWu34WYR/X/5LQNpltQk9IlpLNA4A3W7suDQcl6LOVE7g3C7hzl7r8gleBeTOAiXP0z+/J8P9LBoxq7Kw0Abj8U6C9KTyNuRny6qLbPofD4RBwwS5eGM1AwUIQgAteDvdg/59tBmy5WMKKlZqUCkWe331r/X8HXQEspjifpBeFtklv4ZZGYvsQAKKekg5CsLNMSI2BZqbuLPkyfKzPHy2M2tj9IZL4jQpstugLdQDQ57fRPweHw+EE4EuxiUQ0l2wK+lh7Hqv7SmaaGHiZ/29GMb0uGS9OGTtOQs9hgAz8TMtXa4bhv/P/VQonfS+KrF2zJPOSH+v3UnpIOz30eonGKURu42T+XTgcTtLBNXaxRG9JJpphEWTCi4mJJlahGkiHkrxa7XMLAnB3fWibRi4rLl8A0vkhUsEur4f/r0o4iXVcuSQWIJhhdZI0BtyQqcCSuUCvCfHuCYfDOcbggl0s8GQCzQ1AzRnx64PDrb2fKXRSJtwrdYL/hgOZ0iyYdUBDUIlUC+L0AgMvBdpbgczS8NqY9DawdRHQ+7xAnxSC6LJXgQnPRNRNUySzZkg5dpIGl1yK7TYqdv2JlJQcvx1tMv8mHA4nKeGCXSy4dpE/i8Jx52vXi+YkIBPsKJokvb6R6GnDwoH0spUm+WhrC814nNLoPsr/TyLegWjjff5IUPZ9zIP+v6TGbsSM2PXHCrhQx+Fw4kASzwRJRGYJMHCKvn2QKz16fSCXOvetU+8ffgv9OJqwEI2At2SuWqn9ZBNUtCbysiHyz9lV0ehAFNqMEUf2yT9Ly+Okk06yXQ8cDocTB7jGLpEYeh2wcQHQc7z1bZ/2R2DNh/7tlkPGj6MJK9FI80Rbig1XUEmUxPHTiRy0l30C1G8B2pqAr2cBI6Zbf77mBuvbjBfSdZesNnYcDocTJ7hgl0i404HL/xOdtjNKQtumU5ApiIbGruJEYMeP/m1JMEvNC6+tRIndRvbDZgNyAlq68/4RnfO1HYlOu7EgclnP9gAAEvFJREFUTxG7UAyYC5A2dmKsnVE4HA4n+eBrG8cKdiKg7s//9v/N72ngQIrWTBmCwgrI/kmCY+/zgAGTgXNNOiCQgYo5yYFD4ZksaXBlGjsu2HE4HI4eXLA7ViAzJUiBfI0ETqUuxUb5spHatzuAc2YD/S6M7vk6C1Gx24sRqoDdASGOfImwMo0dh8PhdFL4UuyxSFAbYmRJlSbYRcNIn9DG2CnpuszgtjDdWTJw1z5g/WdA7Znx7ol1SEIq6TxB2mFyOBwOhwoX7I5pDAhosQrZQNpPZVdE1taxFmbC7tRIM5aEOFNC9onkbylyjR2Hw+HowZdij0VScv1/DQlARJ2Jc4ApH0SlS6gaHtou6htZWzwsRnJSfar/7w2L6ftdabHrC4fD4SQpXGN3LFITWLIzIgCRwl/v30SnP4B/Up/8b6BLTfhtjH8K+GQ6cP5c6/rFiR2XvEsvH/s4UL81coGfw+FwjgG4YHcsMeFZYPEcYNTd/s9GvFsrhgHLX4+NtqTrKZEd338S0PdCiiE+J6kZfGW8e8DhcDhJAxfsjiX6XuD/J9FvEvDDc0C309nHnPUo0KV7KB9qosOFOg6Hw+Ecw3DB7ljGnQbc8IN2HU8mcPJtsekPh8PhcDiciODqDQ4nGkRiK8jhcDgcTphwwY7DiQY8/RWHw+Fw4gAX7DicqMAFOw6Hw+HEHi7YcTjRgGdJ4HA4HE4c4IIdhxMNuGDH4XA4nDjABTsOJxrUb413DzgcDodzDMIFOw4nGnCNHYfD4XDiABfsOBwOh8PhcDoJXLDjcDgcDofD6SRwwY7DiQZG8vByOBwOh2MxXLDjcKKBrz3ePeBwOBzOMQgX7DgcDofD4XA6CVyw43CigSst3j3gcDgczjEIF+w4HCu5+G2gSw1w8Tvx7gmHw+FwjkG4hTeHYyXdRgE3jIp3LzgcDodzjMI1dhwOh8PhcDidBC7YcTgcDofD4XQSuGDH4XA4HA6H00nggh2Hw+FwOBxOJ4ELdhwOh8PhcDidBC7YcTgcDofD4XQSuGDH4XA4HA6H00mIq2BXWVkJQRBU/66//npq/ba2Ntx7772orq6Gx+NB37598cknn8S41xwOh8PhcDiJSVwDFP/www/o6OgIfl65ciVOP/10/Pa3v6XWv/POOzF37lz84x//QF1dHebNm4cJEyZg4cKF6N+/f6y6zeFwOBwOh5OQCKIoivHuhMS0adPw4YcfYv369RAEQbW/uLgYd9xxh0yjd95558Hr9WLu3LmGztHY2IjMzEw0NDQgIyPDsr5zOBwOh8PhRAMzskvCpBRrbW3F3Llzccstt1CFOgBoaWmBx+ORlXm9Xnz99dfMdltaWtDS0hL83NjYaE2HORwOh8PhcBKMhHGeeO+991BfX49LL72UWWfMmDGYOXMm1q9fD5/Ph88++wzvvPMOdu7cyTzmwQcfRGZmZvBfWVlZFHrP4XA4HA6HE38SZil2zJgxcLlc+OCDD5h19u7di6uuugoffPABBEFAdXU1Ro0ahRdeeAFNTU3UY2gau7KyMr4Uy+FwOBwOJykwsxSbEBq7LVu24PPPP8eVV16pWS8vLw/vvfcejhw5gi1btmDNmjVIS0tD165dmce43W5kZGTI/nE4HA6Hw+F0RhJCsJszZw7y8/MxduxYQ/U9Hg9KSkrQ3t6Ot99+G+PHj49yDzkcDofD4XASn7gLdj6fD3PmzMGUKVPgcMh9OSZPnowZM2YEP3/33Xd45513sHHjRnz11Vc444wz4PP5cPvtt8e62xwOh8PhcDgJR9y9Yj///HNs3boVl19+uWrf1q1bYbOFZM/m5mbceeed2LhxI9LS0nDWWWfhX//6F7KysgyfTzIp5N6xHA6Hw+FwkgFJZjHiFpEwzhOxYvv27dwzlsPhcDgcTtKxbds2lJaWatY55gQ7n8+HX3/9Fenp6cx4ecmA5N27bds27hASZfhYhw8fu/jBxz58+NjFBj7OxhFFEYcOHUJxcbFsJZNG3JdiY43NZtOVdpMJ7ukbO/hYhw8fu/jBxz58+NjFBj7OxsjMzDRUL+7OExwOh8PhcDgca+CCHYfD4XA4HE4ngQt2SYrb7cbdd98Nt9sd7650evhYhw8fu/jBxz58+NjFBj7O0eGYc57gcDgcDofD6axwjR2Hw+FwOBxOJ4ELdhwOh8PhcDidBC7YcTgcDofD4XQSuGDH4XA4HA6H00nggp0BHnzwQQwePBjp6enIz8/Hueeei7Vr18rqNDc34/rrr0dubi7S0tJw3nnnYffu3cH9y5Ytw4UXXoiysjJ4vV706NEDTz75JPOc33zzDRwOB/r166fbP1EU8cc//hFFRUXwer0YNWoU1q9fT63b0tKCfv36QRAELF26VLPdnTt34qKLLkJNTQ1sNhumTZumqvPiiy9CEATZP4/Ho9tnGp1hnCsrK1Xj8dBDD+m2vWDBAgwYMAButxvdunXDiy++KNv/v//9D+PGjUNxcTEEQcB7770n23+sjl2sr1EanWHsAeCjjz7CkCFD4PV6kZ2djXPPPVe37eXLl2P48OHweDwoKyvDI488Itu/atUqnHfeecHf9oknnpDtP1bHrrm5GZdeein69OkDh8NBrb9gwQLVdSsIAnbt2qXbbyXJPs6ssRAEAT/88INm25E+W5MSkaPLmDFjxDlz5ogrV64Uly5dKp511llieXm5ePjw4WCdqVOnimVlZeIXX3whLl68WDzhhBPEYcOGBfc///zz4o033iguWLBA3LBhg/ivf/1L9Hq94uzZs1XnO3jwoNi1a1dx9OjRYt++fXX799BDD4mZmZnie++9Jy5btkw855xzxKqqKrGpqUlV98YbbxTPPPNMEYC4ZMkSzXY3bdok3njjjeJLL70k9uvXT7zppptUdebMmSNmZGSIO3fuDP7btWuXbp9pdIZxrqioEO+9917ZeJD9p7Fx40YxJSVFvOWWW8Sff/5ZnD17tmi328VPPvkkWOfjjz8W77jjDvGdd94RAYjvvvsuHzsx9tcojc4w9m+99ZaYnZ0tPv300+LatWvFVatWia+//rpmuw0NDWJBQYE4adIkceXKleKrr74qer1e8dlnnw3W+f7778Vbb71VfPXVV8XCwkJx1qxZfOxEUTx8+LA4depU8e9//7s4ZswYcfz48ao6X375pQhAXLt2reza7ejo0O23kmQf55aWFtkY7Ny5U7zyyivFqqoq0efzMdu14tmajHDBLgz27NkjAhD/+9//iqIoivX19aLT6RTffPPNYJ3Vq1eLAMRFixYx27nuuuvEkSNHqsrPP/988c477xTvvvtu3ZvC5/OJhYWF4qOPPhosq6+vF91ut/jqq6/K6n788cdiXV2duGrVKkOCHckpp5zCnDQzMzMNt2OGZBzniooK1eSlx+233y726tVL1bcxY8ZQ6xt5+BwrY0cSj2uURrKNfVtbm1hSUiI+99xzZr6m+NRTT4nZ2dliS0tLsOz3v/+9WFtbS61v5Pc9VsaOZMqUKZqC3cGDB8Num0WyjbOS1tZWMS8vT7z33ns1247GszUZ4EuxYdDQ0AAAyMnJAQD8+OOPaGtrw6hRo4J16urqUF5ejkWLFmm2I7UhMWfOHGzcuBF33323ob5s2rQJu3btkp07MzMTQ4YMkZ179+7duOqqq/Cvf/0LKSkphto2yuHDh1FRUYGysjKMHz8eq1atsqTdZBxnAHjooYeQm5uL/v3749FHH0V7e7tm24sWLZK1CwBjxozR/E56HCtjZ5RoXaM0km3sf/rpJ+zYsQM2mw39+/dHUVERzjzzTKxcuVKz7UWLFuHkk0+Gy+UKlo0ZMwZr167FwYMHDfVPybEydmbo168fioqKcPrpp+Obb76xpM1kG2cl//73v7F//35cdtllmm1H49maDDji3YFkw+fzYdq0aTjxxBPRu3dvAMCuXbvgcrmQlZUlq1tQUMC0h1i4cCFef/11fPTRR8Gy9evXY/r06fjqq6/gcBj7aaT2CwoKmOcWRRGXXnoppk6dikGDBmHz5s2G2jZCbW0tXnjhBRx33HFoaGjAY489hmHDhmHVqlUoLS0Nu91kHGcAuPHGGzFgwADk5ORg4cKFmDFjBnbu3ImZM2dqtk1rt7GxEU1NTfB6vYb6KHEsjZ0RonWN0kjGsd+4cSMA4E9/+hNmzpyJyspKPP744xgxYgTWrVunmrjJtquqqlTtSvuys7MN9VHiWBo7IxQVFeGZZ57BoEGD0NLSgueeew4jRozAd999hwEDBoTdbjKOs5Lnn38eY8aM0b1/rX62JgtcY2eS66+/HitXrsRrr70WdhsrV67E+PHjcffdd2P06NEAgI6ODlx00UW45557UFNTQz3u5ZdfRlpaWvDfV199Zeh8s2fPxqFDhzBjxgxmHbLdqVOnGv4uQ4cOxeTJk9GvXz+ccsopeOedd5CXl4dnn33WcBs0knGcAeCWW27BiBEjcNxxx2Hq1Kl4/PHHMXv2bLS0tAAIf5zNwMdOTrSuURrJOPY+nw8AcMcdd+C8887DwIEDMWfOHAiCgDfffBMA0KtXr2C7Z555ZtjfTQs+dnJqa2txzTXXYODAgRg2bBheeOEFDBs2DLNmzTLcBo1kHGeS7du3Y968ebjiiitk5bF4tiYLXGNnghtuuAEffvgh/ve//8neFAoLC9Ha2or6+nrZG8/u3btRWFgoa+Pnn3/Gaaedhquvvhp33nlnsPzQoUNYvHgxlixZghtuuAGA/6EhiiIcDgc+/fRTnHPOORgyZEjwmJKSEuzcuTN4rqKiItm5JW+k+fPnY9GiRap8fIMGDcKkSZPw0ksvyTxkMzIywhsgAE6nE/3798cvv/wSdhvJOs40hgwZgvb2dmzevBm1tbXUcS4sLJR5n0ntZmRkmH6jPNbGLhysuEZpJOvYS+U9e/YM7ne73ejatSu2bt0KAPj444/R1tYGAMFrknXdSvvMcKyNXbgcf/zx+Prrr8M+PlnHmWTOnDnIzc3FOeecIyuP9rM1qYijfV/S4PP5xOuvv14sLi4W161bp9ovGZ6+9dZbwbI1a9aoDE9Xrlwp5ufni7fddpuqjY6ODnHFihWyf9dee61YW1srrlixgukdKBmePvbYY8GyhoYGmeHpli1bZO3OmzdPBCC+9dZb4rZt2wyNAcswXUl7e7tYW1sr3nzzzYbaVX6XZB5nGnPnzhVtNpt44MABZp3bb79d7N27t6zswgsvNGXge6yOHUksrlEayT720mfSAaC1tVXMz8+XebgqkZwnWltbg2UzZsww5TxxrI4dCct5gsaoUaPECRMmGKpLkuzjTNatqqoSf/e73xn63lY8W5MRLtgZ4NprrxUzMzPFBQsWyNytjx49GqwzdepUsby8XJw/f764ePFicejQoeLQoUOD+1esWCHm5eWJF198sayNPXv2MM9rxKNIFP2u4llZWeL7778vLl++XBw/fjwz3Iko+kNEwKBX7JIlS8QlS5aIAwcOFC+66CJxyZIl4qpVq4L777nnHnHevHnihg0bxB9//FG84IILRI/HI6tjlGQf54ULF4qzZs0Sly5dKm7YsEGcO3eumJeXJ06ePFmzXckl/7bbbhNXr14t/u1vf1O55B86dCj4WwAQZ86cKS5ZskTcsmXLMT12ohjba5RGso+9KIriTTfdJJaUlIjz5s0T16xZI15xxRVifn6+plBdX18vFhQUiJdccom4cuVK8bXXXhNTUlJkAk1LS0vw9ykqKhJvvfVWccmSJeL69euP6bETRVFctWqVuGTJEnHcuHHiiBEjguMkMWvWLPG9994T169fL65YsUK86aabRJvNJn7++ee6/VbSGcZZFEXx888/FwGIq1evNvS9rXi2JiNcsDMAAOq/OXPmBOs0NTWJ1113nZidnS2mpKSIEyZMEHfu3Bncf/fdd1PbqKioYJ7X6E3h8/nEu+66SywoKBDdbrd42mmniWvXrmXWNyPY6fV52rRpYnl5uehyucSCggLxrLPOEn/66Sfddo2eK5nG+ccffxSHDBkiZmZmih6PR+zRo4f45z//WWxubtZt+8svvxT79esnulwusWvXrrLvLO2nfa8pU6Yc82MXy2vU6PmTaexF0a9l+t3vfifm5+eL6enp4qhRo8SVK1fqtr1s2TLxpJNOEt1ut1hSUiI+9NBDsv3Ss0b575RTTjnmx66iooLab4mHH35YrK6uFj0ej5iTkyOOGDFCnD9/vm67NDrDOIuiX9tGxtYzQqTP1mREEEVRpC3RcjgcDofD4XCSC+4Vy+FwOBwOh9NJ4IIdh8PhcDgcTieBC3YcDofD4XA4nQQu2HE4HA6Hw+F0Erhgx+FwOBwOh9NJ4IIdh8PhcDgcTieBC3YcDofD4XA4nQQu2HE4HA6Hw+F0Erhgx+FwOBwOh9NJ4IIdh8PhcDgcTieBC3YcDofD4XA4nQQu2HE4HA6Hw+F0Ev4/jTU8h9CHXjEAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.plot(pH_hl_1['pH']['2024-04-10 15:00':], label='startcal')\n",
    "ax.plot(pH_hl_1['pH_fixedT25']['2024-04-10 15:00':], label='fixed T=25')\n",
    "ax.plot(pH_hl_1['pH_devT']['2024-04-10 15:00':], label='device T')\n",
    "ax.plot(pH_hl_1['pH_PSU40']['2024-04-10 15:00':], label='40PSU')\n",
    "ax.legend()\n",
    "ax.set_ylabel('pH')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7485b5f8-c32f-4482-93c4-501bb3e5bbd3",
   "metadata": {},
   "source": [
    "# Interpoliertat pH drift correction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "7b44c2d7-3c12-497f-b1fa-13087faa189d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/christoph/.venvs/pyro/lib/python3.12/site-packages/pandas/core/arraylike.py:399: RuntimeWarning: invalid value encountered in log10\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "pH_hl_1['pH_interpol_corr'] = calculate_pH_from_interpolated_calibration(\n",
    "                                                pH_hl_1['R'], \n",
    "                                                pH_hl_1['sample_temperature'], \n",
    "                                                35, \n",
    "                                                {'2024-04-08 13:35': m_pH_hl_1['calibration'],\n",
    "                                                 '2024-07-09 13:00': m_pH_hl_2['calibration']})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "470e7dfb-d459-4cd1-b76e-e3b96cb81581",
   "metadata": {},
   "source": [
    "# Prospektive pH drift correction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "b53e076b-fa1c-4f36-9f2d-a851713130ea",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/christoph/.venvs/pyro/lib/python3.12/site-packages/pandas/core/arraylike.py:399: RuntimeWarning: invalid value encountered in log10\n",
      "  result = getattr(ufunc, method)(*inputs, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "pH_hl_1['pH_corr_prosp'] = calculate_pH_with_prospective_drift_compensation(\n",
    "                                                pH_hl_1['R'], \n",
    "                                                pH_hl_1['sample_temperature'], \n",
    "                                                35,\n",
    "                                                m_pH_hl_1['calibration'], 4.3652*10**10, 9.0761*10**3,0,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b97a1e8a-5d36-4a14-b588-d3b238715f84",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.plot(pH_hl_1['pH']['2024-04-10 15:00':], label='startcal')\n",
    "ax.plot(pH_hl_1['pH_endcal']['2024-04-10 15:00':], label='endcal')\n",
    "ax.plot(pH_hl_1['pH_interpol_corr']['2024-04-10 15:00':], label='Interpoliert')\n",
    "ax.plot(pH_hl_1['pH_corr_prosp']['2024-04-10 15:00':], label='Prospektive')\n",
    "ax.legend()\n",
    "ax.set_ylabel('pH')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "77a9b222-2866-4a40-8d39-c979625f5d98",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
