{
 "cells": [
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:22:24.696494Z",
     "start_time": "2025-07-10T08:22:20.146470Z"
    }
   },
   "source": [
    "from pathlib import Path\n",
    "import pandas as pd\n",
    "from idf_analysis.idf_class import IntensityDurationFrequencyAnalyse\n",
    "from idf_analysis.definitions import *\n",
    "from idf_analysis import __version__\n",
    "print(f'{__version__=}')"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "__version__='0.3.1'\n"
     ]
    }
   ],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-07-10T08:22:26.694686Z",
     "start_time": "2025-07-10T08:22:26.456447Z"
    }
   },
   "cell_type": "code",
   "source": [
    "%matplotlib inline\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ],
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Intensity Duration Frequency Analyse"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Parameter\n",
    "\n",
    "**series_kind**:\n",
    "\n",
    "`SERIES.PARTIAL` = Partielle Serie (partial duration series, PDS) (peak over threshold, POT)\n",
    "\n",
    "`SERIES.ANNUAL` = Jährliche Serie (annual maximum series, AMS)\n",
    "\n",
    "**worksheet**:\n",
    "\n",
    "`METHOD.KOSTRA`:\n",
    "- DWA-A 531\n",
    "- KOSTRA - recommented\n",
    "- Parameter formula change at 60 min and 12 h\n",
    "\n",
    "`METHOD.CONVECTIVE_ADVECTIVE`:\n",
    "- DWA-A 531\n",
    "- Unterscheidung in überwiegend konvektiv und advektiv verursachte Starkregen\n",
    "- Parameter formula change at 3 h and 24 h\n",
    "\n",
    "`METHOD.ATV`:\n",
    "- ATV-A 121\n",
    "- Parameter formula change at 3 h and 48 h\n",
    "\n",
    "**extended_durations** = Includes the durations steps `[0.75d, 1d, 2d, 3d, 4d, 5d, 6d]` in the analysis (d=days)\n",
    "\n",
    "Default duration steps `[5m, 10m, 15m, 20m, 30m, 45m, 60m, 1.5h, 3h, 4.5h, 6h, 7.5h, 10h, 12h]`"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:22:26.800870Z",
     "start_time": "2025-07-10T08:22:26.779793Z"
    }
   },
   "source": "idf = IntensityDurationFrequencyAnalyse(series_kind=SERIES.ANNUAL, worksheet=METHOD.DWA_2025, extended_durations=True)",
   "outputs": [],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The data used for this calculation is a timeseries of precipitation observations.\n",
    "The data can be passed in mm or inch.\n",
    "The series should contain measured volumes and not intensities.\n",
    "The intervall of the series can be chosen freely, but should ideally be already time equidistant.\n",
    "But the results will only show duration steps that are greater or equal to the intervall. \n",
    "\n",
    "I used the rain-time-series from ehyd.gv.at with the ID 112086 (Graz-Andritz) [created with the ehyd-tools package](https://github.com/MarkusPic/ehyd_tools/blob/main/example/example_python_api.ipynb).\n",
    "\n",
    "You need to install `pyarrow` or `fastparquet` to read and write parquet files."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:07.575565Z",
     "start_time": "2025-07-10T08:23:07.339712Z"
    }
   },
   "source": "data = pd.read_parquet('ehyd_112086.parquet').squeeze('columns')",
   "outputs": [],
   "execution_count": 4
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Get a look at the time-series"
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:08.179138Z",
     "start_time": "2025-07-10T08:23:08.163278Z"
    }
   },
   "source": [
    "data.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime\n",
       "2007-09-17 13:56:00    0.0\n",
       "2007-09-17 13:57:00    0.0\n",
       "2007-09-17 13:58:00    0.0\n",
       "2007-09-17 13:59:00    0.0\n",
       "2007-09-17 14:00:00    0.0\n",
       "Name: N-Minutensummen-112086, dtype: float64"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:08.626507Z",
     "start_time": "2025-07-10T08:23:08.612337Z"
    }
   },
   "source": [
    "data.tail()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime\n",
       "2019-12-31 23:56:00    0.0\n",
       "2019-12-31 23:57:00    0.0\n",
       "2019-12-31 23:58:00    0.0\n",
       "2019-12-31 23:59:00    0.0\n",
       "2020-01-01 00:00:00    NaN\n",
       "Name: N-Minutensummen-112086, dtype: float64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Set the time-series to be used for the calculation of the IDF parameters "
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:12.475770Z",
     "start_time": "2025-07-10T08:23:12.352671Z"
    }
   },
   "source": "idf.set_series(data)",
   "outputs": [],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "define a working directory to save some plots and interim results"
  },
  {
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:14.052050Z",
     "start_time": "2025-07-10T08:23:14.036553Z"
    }
   },
   "cell_type": "code",
   "source": "output_directory = Path('ehyd_112086_idf_data_new')",
   "outputs": [],
   "execution_count": 8
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "Intermediate results are created for each new calculation, which are only dependent on the selected series `series_kind` and the specified/required duration steps. This process takes a few seconds.\n",
    "In addition, these intermediate results contain the parameters required to calculate the rainfall height.\n",
    "The calculation methods and formula-change-durations according to the selected `worksheet` are already taken into account here."
   ]
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:22.416694Z",
     "start_time": "2025-07-10T08:23:16.048399Z"
    }
   },
   "cell_type": "code",
   "source": "idf.write_parameters(output_directory / 'idf_parameters.yaml')",
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/markus/PycharmProjects/.venv12/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n",
      "Calculating Intensities for duration 8640: 100%|██████████| 21/21 [00:05<00:00,  4.00it/s]\n"
     ]
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "To save time, it is possible to save the parameters temporarily and when the script is called up again, these parameters are no longer calculated but read from the file."
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:23:47.177844Z",
     "start_time": "2025-07-10T08:23:45.674096Z"
    }
   },
   "source": "idf.auto_save_parameters(output_directory / 'idf_parameters.yaml')",
   "outputs": [],
   "execution_count": 10
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "These interim results can be called up with:"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-07-10T08:25:35.560018Z",
     "start_time": "2025-07-10T08:25:35.535502Z"
    }
   },
   "cell_type": "code",
   "source": "idf.parameters._parameter_values",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'eta': 0.8170122825106468,\n",
       " 'loc': 14.050191266395858,\n",
       " 'scale': 4.780466857553214,\n",
       " 'shape': -0.1,\n",
       " 'theta': 8.318942091673822}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 13
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:25:38.242434Z",
     "start_time": "2025-07-10T08:25:38.227978Z"
    }
   },
   "source": [
    "idf.parameters"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<idf_analysis.idf_backend_2025.IdfParametersNew at 0x130a2e1e0>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 14
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "plot the interim results for the final parameters of the function to calculate the rainfall height depending on duration and return periods."
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## Calculations"
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:25:54.128490Z",
     "start_time": "2025-07-10T08:25:54.090601Z"
    }
   },
   "source": [
    "idf.depth_of_rainfall(duration=15, return_period=1)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "np.float64(16.081944945454794)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 16
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": false,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:25:55.479961Z",
     "start_time": "2025-07-10T08:25:55.465148Z"
    }
   },
   "source": [
    "print('Resulting rainfall height h_N(T_n={t:0.1f}a, D={d:0.1f}min) = {h:0.2f} mm'\n",
    "      ''.format(t=1, d=15, h=idf.depth_of_rainfall(15, 1)))"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "Resulting rainfall height h_N(T_n=1.0a, D=15.0min) = 16.08 mm\n"
     ]
    }
   ],
   "execution_count": 17
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:01.420045Z",
     "start_time": "2025-07-10T08:26:01.406517Z"
    }
   },
   "source": [
    "idf.rain_flow_rate(duration=15, return_period=1)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "np.float64(178.68827717171993)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 18
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:03.100646Z",
     "start_time": "2025-07-10T08:26:03.086017Z"
    }
   },
   "source": [
    "print('Resulting rainfall flow rate r_N(T_n={t:0.1f}a, D={d:0.1f}min) = {r:0.2f} L/(s*ha)'\n",
    "      ''.format(t=1, d=15, r=idf.rain_flow_rate(15, 1)))"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "Resulting rainfall flow rate r_N(T_n=1.0a, D=15.0min) = 178.69 L/(s*ha)\n"
     ]
    }
   ],
   "execution_count": 19
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:03.741459Z",
     "start_time": "2025-07-10T08:26:03.725995Z"
    }
   },
   "source": [
    "idf.r_720_1()"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "np.float64(10.739376745521536)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 20
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:05.651731Z",
     "start_time": "2025-07-10T08:26:05.637228Z"
    }
   },
   "source": [
    "idf.get_return_period(height_of_rainfall=10, duration=15)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(0.30780580092695775)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 21
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": true,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:06.504655Z",
     "start_time": "2025-07-10T08:26:06.487282Z"
    }
   },
   "source": [
    "idf.get_duration(height_of_rainfall=10, return_period=1)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "np.float64(6.407029064330444)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 22
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": false,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:08.327148Z",
     "start_time": "2025-07-10T08:26:08.295819Z"
    }
   },
   "source": [
    "idf.result_table().round(2)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "        1      2       3       5       10      20      25      30      50   \\\n",
       "5      8.47  10.54   11.82   13.50   15.93   18.44   19.34   20.08   22.23   \n",
       "10    13.06  16.25   18.22   20.82   24.56   28.42   29.80   30.95   34.26   \n",
       "15    16.08  20.01   22.44   25.64   30.25   35.01   36.71   38.12   42.20   \n",
       "20    18.30  22.76   25.52   29.17   34.41   39.82   41.76   43.37   48.01   \n",
       "30    21.44  26.67   29.90   34.17   40.32   46.66   48.93   50.81   56.24   \n",
       "45    24.55  30.54   34.25   39.13   46.17   53.43   56.03   58.19   64.41   \n",
       "60    26.73  33.26   37.29   42.61   50.28   58.18   61.01   63.36   70.13   \n",
       "90    29.78  37.05   41.55   47.47   56.01   64.82   67.97   70.59   78.14   \n",
       "120   31.94  39.74   44.56   50.92   60.08   69.53   72.91   75.71   83.81   \n",
       "180   35.02  43.57   48.86   55.83   65.88   76.23   79.94   83.01   91.89   \n",
       "240   37.25  46.35   51.97   59.38   70.07   81.08   85.02   88.30   97.74   \n",
       "360   40.49  50.38   56.49   64.55   76.16   88.13   92.42   95.97  106.24   \n",
       "540   43.88  54.59   61.21   69.95   82.53   95.51  100.15  104.01  115.13   \n",
       "720   46.39  57.72   64.72   73.96   87.27  100.99  105.89  109.97  121.73   \n",
       "1080  50.12  62.36   69.93   79.90   94.28  109.10  114.40  118.81  131.52   \n",
       "1440  52.92  65.84   73.82   84.35   99.53  115.18  120.78  125.42  138.84   \n",
       "2880  60.21  74.92   84.00   95.99  113.26  131.06  137.43  142.72  157.99   \n",
       "4320  64.90  80.75   90.54  103.46  122.08  141.27  148.13  153.83  170.29   \n",
       "5760  68.44  85.15   95.47  109.09  128.73  148.96  156.20  162.21  179.57   \n",
       "7200  71.30  88.72   99.48  113.67  134.12  155.21  162.75  169.01  187.09   \n",
       "8640  73.74  91.74  102.87  117.54  138.69  160.50  168.30  174.77  193.47   \n",
       "\n",
       "         75      100  \n",
       "5      24.00   25.31  \n",
       "10     37.00   39.01  \n",
       "15     45.57   48.04  \n",
       "20     51.84   54.66  \n",
       "30     60.74   64.04  \n",
       "45     69.56   73.33  \n",
       "60     75.74   79.85  \n",
       "90     84.38   88.96  \n",
       "120    90.51   95.42  \n",
       "180    99.24  104.62  \n",
       "240   105.56  111.28  \n",
       "360   114.73  120.96  \n",
       "540   124.34  131.08  \n",
       "720   131.46  138.60  \n",
       "1080  142.03  149.74  \n",
       "1440  149.94  158.08  \n",
       "2880  170.62  179.87  \n",
       "4320  183.90  193.88  \n",
       "5760  193.92  204.44  \n",
       "7200  202.05  213.01  \n",
       "8640  208.94  220.27  "
      ],
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       "      <th>10</th>\n",
       "      <th>20</th>\n",
       "      <th>25</th>\n",
       "      <th>30</th>\n",
       "      <th>50</th>\n",
       "      <th>75</th>\n",
       "      <th>100</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.47</td>\n",
       "      <td>10.54</td>\n",
       "      <td>11.82</td>\n",
       "      <td>13.50</td>\n",
       "      <td>15.93</td>\n",
       "      <td>18.44</td>\n",
       "      <td>19.34</td>\n",
       "      <td>20.08</td>\n",
       "      <td>22.23</td>\n",
       "      <td>24.00</td>\n",
       "      <td>25.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>13.06</td>\n",
       "      <td>16.25</td>\n",
       "      <td>18.22</td>\n",
       "      <td>20.82</td>\n",
       "      <td>24.56</td>\n",
       "      <td>28.42</td>\n",
       "      <td>29.80</td>\n",
       "      <td>30.95</td>\n",
       "      <td>34.26</td>\n",
       "      <td>37.00</td>\n",
       "      <td>39.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.08</td>\n",
       "      <td>20.01</td>\n",
       "      <td>22.44</td>\n",
       "      <td>25.64</td>\n",
       "      <td>30.25</td>\n",
       "      <td>35.01</td>\n",
       "      <td>36.71</td>\n",
       "      <td>38.12</td>\n",
       "      <td>42.20</td>\n",
       "      <td>45.57</td>\n",
       "      <td>48.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.30</td>\n",
       "      <td>22.76</td>\n",
       "      <td>25.52</td>\n",
       "      <td>29.17</td>\n",
       "      <td>34.41</td>\n",
       "      <td>39.82</td>\n",
       "      <td>41.76</td>\n",
       "      <td>43.37</td>\n",
       "      <td>48.01</td>\n",
       "      <td>51.84</td>\n",
       "      <td>54.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>21.44</td>\n",
       "      <td>26.67</td>\n",
       "      <td>29.90</td>\n",
       "      <td>34.17</td>\n",
       "      <td>40.32</td>\n",
       "      <td>46.66</td>\n",
       "      <td>48.93</td>\n",
       "      <td>50.81</td>\n",
       "      <td>56.24</td>\n",
       "      <td>60.74</td>\n",
       "      <td>64.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>24.55</td>\n",
       "      <td>30.54</td>\n",
       "      <td>34.25</td>\n",
       "      <td>39.13</td>\n",
       "      <td>46.17</td>\n",
       "      <td>53.43</td>\n",
       "      <td>56.03</td>\n",
       "      <td>58.19</td>\n",
       "      <td>64.41</td>\n",
       "      <td>69.56</td>\n",
       "      <td>73.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>26.73</td>\n",
       "      <td>33.26</td>\n",
       "      <td>37.29</td>\n",
       "      <td>42.61</td>\n",
       "      <td>50.28</td>\n",
       "      <td>58.18</td>\n",
       "      <td>61.01</td>\n",
       "      <td>63.36</td>\n",
       "      <td>70.13</td>\n",
       "      <td>75.74</td>\n",
       "      <td>79.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>29.78</td>\n",
       "      <td>37.05</td>\n",
       "      <td>41.55</td>\n",
       "      <td>47.47</td>\n",
       "      <td>56.01</td>\n",
       "      <td>64.82</td>\n",
       "      <td>67.97</td>\n",
       "      <td>70.59</td>\n",
       "      <td>78.14</td>\n",
       "      <td>84.38</td>\n",
       "      <td>88.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>31.94</td>\n",
       "      <td>39.74</td>\n",
       "      <td>44.56</td>\n",
       "      <td>50.92</td>\n",
       "      <td>60.08</td>\n",
       "      <td>69.53</td>\n",
       "      <td>72.91</td>\n",
       "      <td>75.71</td>\n",
       "      <td>83.81</td>\n",
       "      <td>90.51</td>\n",
       "      <td>95.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>35.02</td>\n",
       "      <td>43.57</td>\n",
       "      <td>48.86</td>\n",
       "      <td>55.83</td>\n",
       "      <td>65.88</td>\n",
       "      <td>76.23</td>\n",
       "      <td>79.94</td>\n",
       "      <td>83.01</td>\n",
       "      <td>91.89</td>\n",
       "      <td>99.24</td>\n",
       "      <td>104.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>37.25</td>\n",
       "      <td>46.35</td>\n",
       "      <td>51.97</td>\n",
       "      <td>59.38</td>\n",
       "      <td>70.07</td>\n",
       "      <td>81.08</td>\n",
       "      <td>85.02</td>\n",
       "      <td>88.30</td>\n",
       "      <td>97.74</td>\n",
       "      <td>105.56</td>\n",
       "      <td>111.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>40.49</td>\n",
       "      <td>50.38</td>\n",
       "      <td>56.49</td>\n",
       "      <td>64.55</td>\n",
       "      <td>76.16</td>\n",
       "      <td>88.13</td>\n",
       "      <td>92.42</td>\n",
       "      <td>95.97</td>\n",
       "      <td>106.24</td>\n",
       "      <td>114.73</td>\n",
       "      <td>120.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>43.88</td>\n",
       "      <td>54.59</td>\n",
       "      <td>61.21</td>\n",
       "      <td>69.95</td>\n",
       "      <td>82.53</td>\n",
       "      <td>95.51</td>\n",
       "      <td>100.15</td>\n",
       "      <td>104.01</td>\n",
       "      <td>115.13</td>\n",
       "      <td>124.34</td>\n",
       "      <td>131.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720</th>\n",
       "      <td>46.39</td>\n",
       "      <td>57.72</td>\n",
       "      <td>64.72</td>\n",
       "      <td>73.96</td>\n",
       "      <td>87.27</td>\n",
       "      <td>100.99</td>\n",
       "      <td>105.89</td>\n",
       "      <td>109.97</td>\n",
       "      <td>121.73</td>\n",
       "      <td>131.46</td>\n",
       "      <td>138.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>50.12</td>\n",
       "      <td>62.36</td>\n",
       "      <td>69.93</td>\n",
       "      <td>79.90</td>\n",
       "      <td>94.28</td>\n",
       "      <td>109.10</td>\n",
       "      <td>114.40</td>\n",
       "      <td>118.81</td>\n",
       "      <td>131.52</td>\n",
       "      <td>142.03</td>\n",
       "      <td>149.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1440</th>\n",
       "      <td>52.92</td>\n",
       "      <td>65.84</td>\n",
       "      <td>73.82</td>\n",
       "      <td>84.35</td>\n",
       "      <td>99.53</td>\n",
       "      <td>115.18</td>\n",
       "      <td>120.78</td>\n",
       "      <td>125.42</td>\n",
       "      <td>138.84</td>\n",
       "      <td>149.94</td>\n",
       "      <td>158.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2880</th>\n",
       "      <td>60.21</td>\n",
       "      <td>74.92</td>\n",
       "      <td>84.00</td>\n",
       "      <td>95.99</td>\n",
       "      <td>113.26</td>\n",
       "      <td>131.06</td>\n",
       "      <td>137.43</td>\n",
       "      <td>142.72</td>\n",
       "      <td>157.99</td>\n",
       "      <td>170.62</td>\n",
       "      <td>179.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4320</th>\n",
       "      <td>64.90</td>\n",
       "      <td>80.75</td>\n",
       "      <td>90.54</td>\n",
       "      <td>103.46</td>\n",
       "      <td>122.08</td>\n",
       "      <td>141.27</td>\n",
       "      <td>148.13</td>\n",
       "      <td>153.83</td>\n",
       "      <td>170.29</td>\n",
       "      <td>183.90</td>\n",
       "      <td>193.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5760</th>\n",
       "      <td>68.44</td>\n",
       "      <td>85.15</td>\n",
       "      <td>95.47</td>\n",
       "      <td>109.09</td>\n",
       "      <td>128.73</td>\n",
       "      <td>148.96</td>\n",
       "      <td>156.20</td>\n",
       "      <td>162.21</td>\n",
       "      <td>179.57</td>\n",
       "      <td>193.92</td>\n",
       "      <td>204.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7200</th>\n",
       "      <td>71.30</td>\n",
       "      <td>88.72</td>\n",
       "      <td>99.48</td>\n",
       "      <td>113.67</td>\n",
       "      <td>134.12</td>\n",
       "      <td>155.21</td>\n",
       "      <td>162.75</td>\n",
       "      <td>169.01</td>\n",
       "      <td>187.09</td>\n",
       "      <td>202.05</td>\n",
       "      <td>213.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8640</th>\n",
       "      <td>73.74</td>\n",
       "      <td>91.74</td>\n",
       "      <td>102.87</td>\n",
       "      <td>117.54</td>\n",
       "      <td>138.69</td>\n",
       "      <td>160.50</td>\n",
       "      <td>168.30</td>\n",
       "      <td>174.77</td>\n",
       "      <td>193.47</td>\n",
       "      <td>208.94</td>\n",
       "      <td>220.27</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 23
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": false,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:09.990503Z",
     "start_time": "2025-07-10T08:26:09.954411Z"
    }
   },
   "source": [
    "idf.result_table(add_names=True).round(2)"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "return period (a)    1      2       3       5       10      20      25   \\\n",
       "frequency (1/a)    1.000  0.500   0.333   0.200   0.100   0.050   0.040   \n",
       "duration (min)                                                            \n",
       "5                   8.47  10.54   11.82   13.50   15.93   18.44   19.34   \n",
       "10                 13.06  16.25   18.22   20.82   24.56   28.42   29.80   \n",
       "15                 16.08  20.01   22.44   25.64   30.25   35.01   36.71   \n",
       "20                 18.30  22.76   25.52   29.17   34.41   39.82   41.76   \n",
       "30                 21.44  26.67   29.90   34.17   40.32   46.66   48.93   \n",
       "45                 24.55  30.54   34.25   39.13   46.17   53.43   56.03   \n",
       "60                 26.73  33.26   37.29   42.61   50.28   58.18   61.01   \n",
       "90                 29.78  37.05   41.55   47.47   56.01   64.82   67.97   \n",
       "120                31.94  39.74   44.56   50.92   60.08   69.53   72.91   \n",
       "180                35.02  43.57   48.86   55.83   65.88   76.23   79.94   \n",
       "240                37.25  46.35   51.97   59.38   70.07   81.08   85.02   \n",
       "360                40.49  50.38   56.49   64.55   76.16   88.13   92.42   \n",
       "540                43.88  54.59   61.21   69.95   82.53   95.51  100.15   \n",
       "720                46.39  57.72   64.72   73.96   87.27  100.99  105.89   \n",
       "1080               50.12  62.36   69.93   79.90   94.28  109.10  114.40   \n",
       "1440               52.92  65.84   73.82   84.35   99.53  115.18  120.78   \n",
       "2880               60.21  74.92   84.00   95.99  113.26  131.06  137.43   \n",
       "4320               64.90  80.75   90.54  103.46  122.08  141.27  148.13   \n",
       "5760               68.44  85.15   95.47  109.09  128.73  148.96  156.20   \n",
       "7200               71.30  88.72   99.48  113.67  134.12  155.21  162.75   \n",
       "8640               73.74  91.74  102.87  117.54  138.69  160.50  168.30   \n",
       "\n",
       "return period (a)     30      50      75      100  \n",
       "frequency (1/a)     0.033   0.020   0.013   0.010  \n",
       "duration (min)                                     \n",
       "5                   20.08   22.23   24.00   25.31  \n",
       "10                  30.95   34.26   37.00   39.01  \n",
       "15                  38.12   42.20   45.57   48.04  \n",
       "20                  43.37   48.01   51.84   54.66  \n",
       "30                  50.81   56.24   60.74   64.04  \n",
       "45                  58.19   64.41   69.56   73.33  \n",
       "60                  63.36   70.13   75.74   79.85  \n",
       "90                  70.59   78.14   84.38   88.96  \n",
       "120                 75.71   83.81   90.51   95.42  \n",
       "180                 83.01   91.89   99.24  104.62  \n",
       "240                 88.30   97.74  105.56  111.28  \n",
       "360                 95.97  106.24  114.73  120.96  \n",
       "540                104.01  115.13  124.34  131.08  \n",
       "720                109.97  121.73  131.46  138.60  \n",
       "1080               118.81  131.52  142.03  149.74  \n",
       "1440               125.42  138.84  149.94  158.08  \n",
       "2880               142.72  157.99  170.62  179.87  \n",
       "4320               153.83  170.29  183.90  193.88  \n",
       "5760               162.21  179.57  193.92  204.44  \n",
       "7200               169.01  187.09  202.05  213.01  \n",
       "8640               174.77  193.47  208.94  220.27  "
      ],
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th>return period (a)</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>5</th>\n",
       "      <th>10</th>\n",
       "      <th>20</th>\n",
       "      <th>25</th>\n",
       "      <th>30</th>\n",
       "      <th>50</th>\n",
       "      <th>75</th>\n",
       "      <th>100</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>frequency (1/a)</th>\n",
       "      <th>1.000</th>\n",
       "      <th>0.500</th>\n",
       "      <th>0.333</th>\n",
       "      <th>0.200</th>\n",
       "      <th>0.100</th>\n",
       "      <th>0.050</th>\n",
       "      <th>0.040</th>\n",
       "      <th>0.033</th>\n",
       "      <th>0.020</th>\n",
       "      <th>0.013</th>\n",
       "      <th>0.010</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>duration (min)</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.47</td>\n",
       "      <td>10.54</td>\n",
       "      <td>11.82</td>\n",
       "      <td>13.50</td>\n",
       "      <td>15.93</td>\n",
       "      <td>18.44</td>\n",
       "      <td>19.34</td>\n",
       "      <td>20.08</td>\n",
       "      <td>22.23</td>\n",
       "      <td>24.00</td>\n",
       "      <td>25.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>13.06</td>\n",
       "      <td>16.25</td>\n",
       "      <td>18.22</td>\n",
       "      <td>20.82</td>\n",
       "      <td>24.56</td>\n",
       "      <td>28.42</td>\n",
       "      <td>29.80</td>\n",
       "      <td>30.95</td>\n",
       "      <td>34.26</td>\n",
       "      <td>37.00</td>\n",
       "      <td>39.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.08</td>\n",
       "      <td>20.01</td>\n",
       "      <td>22.44</td>\n",
       "      <td>25.64</td>\n",
       "      <td>30.25</td>\n",
       "      <td>35.01</td>\n",
       "      <td>36.71</td>\n",
       "      <td>38.12</td>\n",
       "      <td>42.20</td>\n",
       "      <td>45.57</td>\n",
       "      <td>48.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.30</td>\n",
       "      <td>22.76</td>\n",
       "      <td>25.52</td>\n",
       "      <td>29.17</td>\n",
       "      <td>34.41</td>\n",
       "      <td>39.82</td>\n",
       "      <td>41.76</td>\n",
       "      <td>43.37</td>\n",
       "      <td>48.01</td>\n",
       "      <td>51.84</td>\n",
       "      <td>54.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>21.44</td>\n",
       "      <td>26.67</td>\n",
       "      <td>29.90</td>\n",
       "      <td>34.17</td>\n",
       "      <td>40.32</td>\n",
       "      <td>46.66</td>\n",
       "      <td>48.93</td>\n",
       "      <td>50.81</td>\n",
       "      <td>56.24</td>\n",
       "      <td>60.74</td>\n",
       "      <td>64.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>24.55</td>\n",
       "      <td>30.54</td>\n",
       "      <td>34.25</td>\n",
       "      <td>39.13</td>\n",
       "      <td>46.17</td>\n",
       "      <td>53.43</td>\n",
       "      <td>56.03</td>\n",
       "      <td>58.19</td>\n",
       "      <td>64.41</td>\n",
       "      <td>69.56</td>\n",
       "      <td>73.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>26.73</td>\n",
       "      <td>33.26</td>\n",
       "      <td>37.29</td>\n",
       "      <td>42.61</td>\n",
       "      <td>50.28</td>\n",
       "      <td>58.18</td>\n",
       "      <td>61.01</td>\n",
       "      <td>63.36</td>\n",
       "      <td>70.13</td>\n",
       "      <td>75.74</td>\n",
       "      <td>79.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>29.78</td>\n",
       "      <td>37.05</td>\n",
       "      <td>41.55</td>\n",
       "      <td>47.47</td>\n",
       "      <td>56.01</td>\n",
       "      <td>64.82</td>\n",
       "      <td>67.97</td>\n",
       "      <td>70.59</td>\n",
       "      <td>78.14</td>\n",
       "      <td>84.38</td>\n",
       "      <td>88.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>31.94</td>\n",
       "      <td>39.74</td>\n",
       "      <td>44.56</td>\n",
       "      <td>50.92</td>\n",
       "      <td>60.08</td>\n",
       "      <td>69.53</td>\n",
       "      <td>72.91</td>\n",
       "      <td>75.71</td>\n",
       "      <td>83.81</td>\n",
       "      <td>90.51</td>\n",
       "      <td>95.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>35.02</td>\n",
       "      <td>43.57</td>\n",
       "      <td>48.86</td>\n",
       "      <td>55.83</td>\n",
       "      <td>65.88</td>\n",
       "      <td>76.23</td>\n",
       "      <td>79.94</td>\n",
       "      <td>83.01</td>\n",
       "      <td>91.89</td>\n",
       "      <td>99.24</td>\n",
       "      <td>104.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>37.25</td>\n",
       "      <td>46.35</td>\n",
       "      <td>51.97</td>\n",
       "      <td>59.38</td>\n",
       "      <td>70.07</td>\n",
       "      <td>81.08</td>\n",
       "      <td>85.02</td>\n",
       "      <td>88.30</td>\n",
       "      <td>97.74</td>\n",
       "      <td>105.56</td>\n",
       "      <td>111.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>40.49</td>\n",
       "      <td>50.38</td>\n",
       "      <td>56.49</td>\n",
       "      <td>64.55</td>\n",
       "      <td>76.16</td>\n",
       "      <td>88.13</td>\n",
       "      <td>92.42</td>\n",
       "      <td>95.97</td>\n",
       "      <td>106.24</td>\n",
       "      <td>114.73</td>\n",
       "      <td>120.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>43.88</td>\n",
       "      <td>54.59</td>\n",
       "      <td>61.21</td>\n",
       "      <td>69.95</td>\n",
       "      <td>82.53</td>\n",
       "      <td>95.51</td>\n",
       "      <td>100.15</td>\n",
       "      <td>104.01</td>\n",
       "      <td>115.13</td>\n",
       "      <td>124.34</td>\n",
       "      <td>131.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720</th>\n",
       "      <td>46.39</td>\n",
       "      <td>57.72</td>\n",
       "      <td>64.72</td>\n",
       "      <td>73.96</td>\n",
       "      <td>87.27</td>\n",
       "      <td>100.99</td>\n",
       "      <td>105.89</td>\n",
       "      <td>109.97</td>\n",
       "      <td>121.73</td>\n",
       "      <td>131.46</td>\n",
       "      <td>138.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>50.12</td>\n",
       "      <td>62.36</td>\n",
       "      <td>69.93</td>\n",
       "      <td>79.90</td>\n",
       "      <td>94.28</td>\n",
       "      <td>109.10</td>\n",
       "      <td>114.40</td>\n",
       "      <td>118.81</td>\n",
       "      <td>131.52</td>\n",
       "      <td>142.03</td>\n",
       "      <td>149.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1440</th>\n",
       "      <td>52.92</td>\n",
       "      <td>65.84</td>\n",
       "      <td>73.82</td>\n",
       "      <td>84.35</td>\n",
       "      <td>99.53</td>\n",
       "      <td>115.18</td>\n",
       "      <td>120.78</td>\n",
       "      <td>125.42</td>\n",
       "      <td>138.84</td>\n",
       "      <td>149.94</td>\n",
       "      <td>158.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2880</th>\n",
       "      <td>60.21</td>\n",
       "      <td>74.92</td>\n",
       "      <td>84.00</td>\n",
       "      <td>95.99</td>\n",
       "      <td>113.26</td>\n",
       "      <td>131.06</td>\n",
       "      <td>137.43</td>\n",
       "      <td>142.72</td>\n",
       "      <td>157.99</td>\n",
       "      <td>170.62</td>\n",
       "      <td>179.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4320</th>\n",
       "      <td>64.90</td>\n",
       "      <td>80.75</td>\n",
       "      <td>90.54</td>\n",
       "      <td>103.46</td>\n",
       "      <td>122.08</td>\n",
       "      <td>141.27</td>\n",
       "      <td>148.13</td>\n",
       "      <td>153.83</td>\n",
       "      <td>170.29</td>\n",
       "      <td>183.90</td>\n",
       "      <td>193.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5760</th>\n",
       "      <td>68.44</td>\n",
       "      <td>85.15</td>\n",
       "      <td>95.47</td>\n",
       "      <td>109.09</td>\n",
       "      <td>128.73</td>\n",
       "      <td>148.96</td>\n",
       "      <td>156.20</td>\n",
       "      <td>162.21</td>\n",
       "      <td>179.57</td>\n",
       "      <td>193.92</td>\n",
       "      <td>204.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7200</th>\n",
       "      <td>71.30</td>\n",
       "      <td>88.72</td>\n",
       "      <td>99.48</td>\n",
       "      <td>113.67</td>\n",
       "      <td>134.12</td>\n",
       "      <td>155.21</td>\n",
       "      <td>162.75</td>\n",
       "      <td>169.01</td>\n",
       "      <td>187.09</td>\n",
       "      <td>202.05</td>\n",
       "      <td>213.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8640</th>\n",
       "      <td>73.74</td>\n",
       "      <td>91.74</td>\n",
       "      <td>102.87</td>\n",
       "      <td>117.54</td>\n",
       "      <td>138.69</td>\n",
       "      <td>160.50</td>\n",
       "      <td>168.30</td>\n",
       "      <td>174.77</td>\n",
       "      <td>193.47</td>\n",
       "      <td>208.94</td>\n",
       "      <td>220.27</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 24
  },
  {
   "cell_type": "markdown",
   "source": [
    "To save the table as a csv:"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:18.822986Z",
     "start_time": "2025-07-10T08:26:18.791633Z"
    }
   },
   "source": "idf.result_table(add_names=True).round(2).to_csv(output_directory / 'idf_table_UNIX.csv', sep=',', decimal='.', float_format='%0.2f')",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    }
   ],
   "execution_count": 25
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:21.761559Z",
     "start_time": "2025-07-10T08:26:21.733551Z"
    }
   },
   "source": [
    "print(idf.result_table(add_names=True).round(2).to_string())"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "return period (a)    1      2       3       5       10      20      25      30      50      75      100\n",
      "frequency (1/a)    1.000  0.500   0.333   0.200   0.100   0.050   0.040   0.033   0.020   0.013   0.010\n",
      "duration (min)                                                                                         \n",
      "5                   8.47  10.54   11.82   13.50   15.93   18.44   19.34   20.08   22.23   24.00   25.31\n",
      "10                 13.06  16.25   18.22   20.82   24.56   28.42   29.80   30.95   34.26   37.00   39.01\n",
      "15                 16.08  20.01   22.44   25.64   30.25   35.01   36.71   38.12   42.20   45.57   48.04\n",
      "20                 18.30  22.76   25.52   29.17   34.41   39.82   41.76   43.37   48.01   51.84   54.66\n",
      "30                 21.44  26.67   29.90   34.17   40.32   46.66   48.93   50.81   56.24   60.74   64.04\n",
      "45                 24.55  30.54   34.25   39.13   46.17   53.43   56.03   58.19   64.41   69.56   73.33\n",
      "60                 26.73  33.26   37.29   42.61   50.28   58.18   61.01   63.36   70.13   75.74   79.85\n",
      "90                 29.78  37.05   41.55   47.47   56.01   64.82   67.97   70.59   78.14   84.38   88.96\n",
      "120                31.94  39.74   44.56   50.92   60.08   69.53   72.91   75.71   83.81   90.51   95.42\n",
      "180                35.02  43.57   48.86   55.83   65.88   76.23   79.94   83.01   91.89   99.24  104.62\n",
      "240                37.25  46.35   51.97   59.38   70.07   81.08   85.02   88.30   97.74  105.56  111.28\n",
      "360                40.49  50.38   56.49   64.55   76.16   88.13   92.42   95.97  106.24  114.73  120.96\n",
      "540                43.88  54.59   61.21   69.95   82.53   95.51  100.15  104.01  115.13  124.34  131.08\n",
      "720                46.39  57.72   64.72   73.96   87.27  100.99  105.89  109.97  121.73  131.46  138.60\n",
      "1080               50.12  62.36   69.93   79.90   94.28  109.10  114.40  118.81  131.52  142.03  149.74\n",
      "1440               52.92  65.84   73.82   84.35   99.53  115.18  120.78  125.42  138.84  149.94  158.08\n",
      "2880               60.21  74.92   84.00   95.99  113.26  131.06  137.43  142.72  157.99  170.62  179.87\n",
      "4320               64.90  80.75   90.54  103.46  122.08  141.27  148.13  153.83  170.29  183.90  193.88\n",
      "5760               68.44  85.15   95.47  109.09  128.73  148.96  156.20  162.21  179.57  193.92  204.44\n",
      "7200               71.30  88.72   99.48  113.67  134.12  155.21  162.75  169.01  187.09  202.05  213.01\n",
      "8640               73.74  91.74  102.87  117.54  138.69  160.50  168.30  174.77  193.47  208.94  220.27\n"
     ]
    }
   ],
   "execution_count": 26
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To create a color plot of the IDF curves:"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": false,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:25.394300Z",
     "start_time": "2025-07-10T08:26:25.080895Z"
    }
   },
   "source": "fig, ax = idf.curve_figure(color=True)",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1280x960 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 27
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To create a black/white plot of the IDF curves:"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "scrolled": false,
    "ExecuteTime": {
     "end_time": "2025-07-10T08:26:38.482837Z",
     "start_time": "2025-07-10T08:26:38.365803Z"
    }
   },
   "source": "fig, ax = idf.curve_figure(color=False)",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1280x960 with 1 Axes>"
      ],
      "image/png": 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veMSrAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 29
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-07-10T08:27:11.278631Z",
     "start_time": "2025-07-10T08:27:11.051093Z"
    }
   },
   "cell_type": "code",
   "source": "fig, ax = idf.curve_figure(color=True, logx=True, duration_steps_ticks=True)",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n",
      "WARNING: Using an annual series and a return period < 5 a will result in faulty values!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1280x960 with 1 Axes>"
      ],
      "image/png": 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R+HzNxYxLGXQx+SKZRKmwUhQYEOjTNRe9wYvL9u/fn9577z0qX748uRWsuQgAAAAAAADIL5zWWD11Ci2fNI4uXcrIdiwkLJxuGPI0NWjX0TF9JpGanE6Lxu+k3atPeRyLKBFC1/+7KVVrUNoRbQBrLgIXw4nFLpO6kEks7ruYyoSX8Xu7SUlJ9MMPP9DChQtp1apVqpqV07/k+cEL8+q6OC9XxE5JSaHQ0FCRFbGl67MDeJSBGzTq7lG6PhM8StdnB/AoAzdo1N2jdH2mwHGIi75IC779nPatXelxvHTlqnTL8/+hstWqk1uR3tey6os+nUizvtpKF07Ee5xXuW5JuuHfTalYqTDXXRvpMZAArgoALqJr166ZCbusj4SEBFq9ejX17PlPtbODBw/SU0895bRctdZiTEyM1msusr85c+aorUSk67MDeJSBGzTq7lG6PhM8StdnB/AoAzdo1N2jdH2mcGjnDhrz4hNeE4t1W7elgSNGuTqx6Ia+ZunbvPQgTX5nrdfEYsse1emWZ1ramlj057WRHgMJYFo08Pm06PNJ5zFy0U/wx7ljx470999/q/Ugzpw5Q6VLOzfknL/h4cQiaynINzxumhadmppK586do7Jly1JISAhJQ7o+O4BHGbhBo+4epeszwaN0fXYAjzJwg0bdPUrXZwK7ViyjOV+MptTkpGzPBwQEUoe+d9M1t9xJARqMMpPe15ISk2nRhB20b/V5j2Oh4UHUfVBjqt2ivKuvjfQYFARMiwYAXBaeevzcc8+p5CIn9dauXUs9evRwTA8nFHUfNs6/XCpVqkRSka7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoFF3j9L16UxqUhItGvstbZ4/2+NYePES1PupF6lm85akC5L7Wuz5JJrzzVY6dcBzRF/ZasWp50NNqVSFSNdfG8kxkAKSi8AvxU14JJ8To+bSUtMoOCTY7wku9uwUDRs2zNznkYtOwjHgb3n4ZqxrkjE5OZmOHTtGVatWFVep2w367AAeZeAGjbp7lK7PBI/S9dkBPMrADRp19yhdn66cOrCPZnzyAV04ftTjWIVadajPs69SyQoVSSek9rX9G8/QgrE7KDkhzeNYw/aVqUu/+hQcGqTFtZEaA0kguQh8DldNdmKKME+rjUuJo+KhxdX0WlOIjPy/b4Z40Vmnk4uJiYkFnhbtJtjftm3bqEyZMiJ/0UjXZwfwKAM3aNTdo3R9JniUrs8O4FEGbtCou0fp+nTjUkYGrZsxlZZOGEsZ6Z7JrHrtOlGvR5+mkFD9YiGtr6WlptPfv+6jLYs8E7xBIYHUuV99atyhilbXRloMJII1F4HP11wE9tG4cWPasWMH9e7dm6ZPn+71HJ4K3bp1a7U/efJkuuuuu8htoF8BAAAAAAAAmLjz52j2F6Pp0OYNHsdCwsLp2vsfpiZdr1NLRAHfcuFkPM35dhudOxrncSyqfISaBl3+ihKOaAP5A2suAgCoRo0aKrm4cePGzORbTrhqtEX16u6ujAYAAAAAAAAwl71rV9GcLz+mpFjPNf0q1q5HvZ98nkpXruqINpPgMWm7Vp6kxRN3U1pyusfxOldVoG53N6CwSHcXOwGFR895igAQqYImcXFxaqsLvXr1Ulte72HEiBEex0+cOEFvvvmm2i9fvjy1atWKnETHGOSE/S1fvlxtJSJdnx3AowzcoFF3j9L1meBRuj47gEcZuEGj7h6l63M7XAF63ref07QP3vJMLAYEqErQ/d96n0JKlNQ+Dk73tZSkNJo3ZjvN/3GHR2KRp0G3u7MmFW98kVIzkrW9Nk7HwA1g5CLQGt2Gxj/44IP00Ucf0eHDh2no0KG0atUq6tOnj1r7YevWrfTpp5/ShQsX1Ll8XMJak7rFwJs/XndDqk/p+uwAHmXgBo26e5SuzwSP0vXZATzKwA0adfcoXZ+bOX1wvyracv7YEY9jxcuUpV6PPUfVmzZXPwcEpGgfByf72pnDsaoadPSZRI9jZaoUo+sfbELhpQJox47zjujz17XB5/3yYM1FgDUXXcaWLVvoxhtvVHHLjWeeeYZGjhxJbgX9CgAAAAAAAPOKtqyf9Qct/XkMpad5KdpyTXvq8dDjFFEiyhF9JsFpos0LjtLfv+2ljHTPlFHjTlWo4131KMTH1aCB/WDNRQAKcUPkB3+7oNM3DM2aNaPNmzerUYrTpk2j3bt3U3JyMlWoUIE6dOhAQ4YMoa5du5IEdI1BVtiflQiV6FG6PjuARxm4QaPuHqXrM8GjdH12AI8ycING3T1K1+c24i9eoNmfj6KDm9Z7HAsOC6Nu9z1Eza693uNamxAHf3tMjEuhBT/uoINbznkcCw0Pom73NKK6rSo4pi8r/mrbhH5WVLDmItAWXucvJiZGy/X+SpcuTW+88QatW7eOYmNjKSUlRX0DMWnSJDGJRd1jYBEdHU0zZ85UW4lI12cH8CgDN2jU3aN0fXYg3aN0fXYAjzJwg0bdPUrX5yb2r19DP77wuNfEYoVadeiedz+m5t1v8JrUMSEO/vR4bPcFmvT2Gq+JxQo1o6jva9dkSyz6W19O/NW2Cf2sqGDkItCWwMBAioyMVFvgDCbEgP1dffXVaisR6frsAB5l4AaNunuUrs8Ej9L12QE8ysANGnX3KF2fG0hNSaYl436gjXOmez1+9c23U8d+91BQcIjRcfCHx4yMS7R2xgFaO/MgeVs4r+X11anNLbUpKChQVAz81bYJ/ayoYM1FgDUXgTjQrwAAAAAAANCXs4cPqqItZ48c8jhWrHQZ6vXos1SjeQtHtJlG3IUk+uv77XR8z0WPYxElQui6QY2pepOyjmgD7llzUd/hRMB4MjIy1FqEvAXOYEIMeEo6V+/mrUSk67MDeJSBGzTq7lG6PhM8StdnB/AoAzdo1N2jdH1S4bFN62f9SeNefcZrYrHO1W3o3vc/zXdi0YQ4+NLjgc1naeLbq70mFqs1LK2mQV8usehkDPzVtgn9rKgguQi0hRNaiYmJWie2pGNCDBISEmjDhg1qKxHp+uwAHmXgBo26e5SuzwSP0vXZATzKwA0adfcoXZ9EEqIv0u/vDaeFY76i9NTUbMeCQ8Poun8/Src8/xpFRpXM/3saEAdfeExPzaClk3fTzM83U3J89srcAYEB1PbW2tTnyRZUrGSYI/ryi7/aNqGfFRVMiwbaTovO2rVR0cldMZDcr9xWEVu6PjuARxm4QaPuHqXrM8GjdH12AI8ycING3T1K1yeNAxvXqWrQnGDMSfkataj3ky9S2Wr//E9aEEyIg90eL55KoDnfbqWzR+I8jpUoE049HmxCleuUdEUM/NW2Tv3sqI+mRaOgC9AWt3/odcCEGEj/BSNdnx3AowzcoFF3j9L1meBRuj47gEcZuEGj7h6l65NCWkoKLZ3wI62fOc3r8Va9b6GO/QdRcEjuRVtMj4OdHnetOkmLf95FqcnpHsfqtCxPXe9uSOHFQlwTA3+1bUI/KyqYFg20JT09neLi4tQWOIMJMYiPj6dVq1aprUSk67MDeJSBGzTq7lG6PhM8StdnB/AoAzdo1N2jdH0SOHf0MP38n2e9JhYjS5aiO14ZTl3vHVzoxKIpcbDDY0pSGs0fs53m/bDdI7EYFBxIXQY0oBsealrgxKJd+gqLv9o2oZ8VFYxcBAAAAAAAAAAAgC3w9NFNf82ixWO/pbRUzwIYta9qTTc88pRKMALfc+ZILM39dpuaDp2T0pUi6fp/N6Vy1Yo7og3oA9ZcBNquuQjcC/oVAAAAAAAA7iMhJprmfvUJ7Vu7yuNYcEgodb7nAWpxfW9MMfUDnOrZsugYLf91D2WkeaZ9GnWoTJ3+VZ9CwoIc0QecAWsuAlBAUNDFeUyIgfTFfaXrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3aN0fU5wcPMGmv3ZSIq/eMHjWLkralDvJ1+gctVr2tqmCXEojMek+FRaMHYHHdh01uNYSHgQdR3YgOq3ruSYPrtAQRc5YM1FoC28zl90dLTW6/1Jx4QYsL8///xTbSUiXZ8dwKMM3KBRd4/S9ZngUbo+O4BHGbhBo+4epevzJ2mpqbTop+/o1/++7jWx2LLXzTRwxCjbE4umxKGgHo/vvUiT3l7tNbFYoUYJ6vuf1rYlFgujz0781bYJ/ayoYOQi0JbAwECKiIhQW+AMJsQgMjKSWrZsqbYSka7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoFF3j9L1+Ytzx47QjE8+oDMH93sc4zUVbxjyFNVu2dpn7ZsQh/x6zMi4ROtmHaQ10w+Qt8XvWlx3BbW9tY4q4OKEPl/gr7ZN6GdFBWsuAqy5CMSBfgUAAAAAAIBcOI2wed5sWsRFW1KSPY7XatGKbhjyNBUrVdoRfaYRfzGZ/vphGx3bddHjWHjxELpuUGOq0bSsI9qAGWsu6jucCBhPRkYGpaSkqC1wBhNiwP6OHTumthKRrs8O4FEGbtCou0fp+kzwKF2fHcCjDNygUXeP0vX5ksTYGPrjo//SvG8/80gsBgUHU7dBD9FtLw/zS2LRhDhczuPBLWdp4turvSYWqzYoRf1eu8aniUUnY+Cvtk3oZ0UFyUWgLZzQSkhI0DqxJR0TYsD+1q5dq7YSka7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoFF3j9L1+YrDWzfR2Bcep71rVnocK1utulpb8apeffxW9MKEOOTmMT0tg5b9sodmfLaZkuJSsx3jy9+mTy3q81RLKlYqzBF9/sBfbZvQz4oKpkUDbadFo6KTe2MguV/lhP1ZWiX2M+n67AAeZeAGjbp7lK7PBI/S9dkBPMrADRp19yhdn92kp6XS8knjaM2fv7F5j+MtbuhNne9+gEJCfZvIMjEO3jxePJ1Af323jU4fivU4v3jpMOrxYBOqUreUY/r8hb/a1qmfHfXRtGgUdAHagqSi85gQA/YXEhJCUpGuzw7gUQZu0Ki7R+n6TPAoXZ8dwKMM3KBRd4/S9dnJ+ePHaOanH9Cp/Xs9jkWUiFJFW+q0auOINhPikNPj7jUnadH4XZSalO5xbq0ry9G19zai8GIhRsTAX22b0M+KCqZFA21JT0+n+Ph4tQXOYEIM2B8PkeetRKTrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3aN0fXaN1tqyYC799PKTXhOLNZq3pHs/+J9jiUVT4mB5vHg+hhaM3UF/fbfdI7EYGBxAnfvVp16PNPNrYtHpGPirbRP6WVFBchFoje6z/nlo9nPPPZc5QpAfw4YNy9drDx06RE899RQ1atSIihUrph68z8/xMbvQPQbsLzk5WaxP6frsAB5l4AaNunuUrs8Ej9L12QE8ysANGnX3KF1fUUmKi6Ppo96luV99QmnJ2Yu2BAYFU5d7HqQ7XhlOxUuXISfRPQ4Me7t4MpGmj95KO/4+4XG8VMVIuvOlq6lZ12qOzBpzMgb+atuEflZUsOYi0HbNRd05ceIE9e3bl5YuXZrt+aFDh142wTht2jQaOHBgrt+8FC9enMaPH099+vQhJ0C/AgAAAAAAwBmObN9CM//3EcWdO+txrEyVanTjky9QxVp1HNFmGpyu2bbkGC2bslcVcMlJw3aVqFPf+hQajhXvQP7AmosAgEyWLFmiEosnT55UP99zzz30008/5eu1W7dupX79+lFSUhJFRETQ4MGDqXPnzpnv+/XXX1NcXJx6fx763aRJE596AQAAAAAAADhPeloarfjlZ1o1dYrXoi3Nr+tJXe/9N4WEhTuizzQS41LU2or7N5zxOBYSFkRdBjSgBm0qOaINgJxgWjTQFh75dvHiRbXVid9++426d++uEouhoaH0+eef09ixY/P9+jfffFMlFsPDw2nhwoX08ccf0x133KEevL9o0SJ1jM/hc4uCrjHICvv7888/1VYi0vXZATzKwA0adfcoXZ8JHqXrswN4lIEbNOruUbq+gnLh5HGaOPRFWvX7ZI/EYnjxEtTn+f9Qj8GPi0ss6hYHi4NbztKEN1d7TSyWr16C/vVqazGJRSdj4K+2de1ndoKRi0BbAgMD1cg83urE5s2bVbKuRo0aNGXKFGrdunW+X5uRkUGzZ89W+0OGDKE2bTwXX+bnHnnkERo9erQ6l19T2Guoawyywv54dCdvJSJdnx3AowzcoFF3j9L1meBRuj47gEcZuEGj7h6l6yvItNvtSxbQ/O+/pNSkRI/j1Zs2p56PPUslypQjiegSB4uUpDRa/ute2r70uNfjV157BbW7rQ4Fhcj5/8rJGPirbd36mS9AchFoCye0wsLCSEd69uxJ48aNo7JlyxbodWfPnqXY2Fi1361bt1zP42OcXIyJiaHz589TuXKF+2NC5xhYsL/atWuTVKTrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3aN0ffkhKT6O5n3zGe1akX0Nd6toS8d+99DVN91GAYIHCugQB4sTey/SvDHbKeZskscxrgDd/b5GVLO5vCSvkzHwV9s69TNfIfcuAUAR4RF3qampaqsT/fv3pxkzZhQ4scgkJCRk7pcoUSLX86KiojL3cyv6YnIMssL+eIo6byUiXZ8dwKMM3KBRd4/S9ZngUbo+O4BHGbhBo+4epeu7HEd3bKWxLz7hNbFYunJVGvD2h9S6zx2iE4s6xIHhQi0rft9Hv3+03mti8YrGpan7I7WoaqOSJBEnY+CvtnXoZ75G9p0CgCLACS1OjOmW2GrQoIFfpxkXpaC8rjHICvtbtWpVkZKwJuuzA3iUgRs06u5Ruj4TPErXZwfwKAM3aNTdo3R9uZGRnk7LJ4+jycNfpdiznuv5Nbv2errn3Y+pYu265AbcGgeLc8fiaMq7a2n9nEMeNXSCw4Ko68AG1OmemrRp+zqxHp2Mgb/adns/8wcBl4qSOQBkeinyPXv2qPX/goODqV69el7PuZSRQekOLHzKXZsfAQEB6uFPgkqV8vu3fJbHoUOH0rBhw7yec/DgQapVq5ba52IuXbt29XoeF3Wxpk0fOHCAatas6dcY5KdfSYETpykpKaq4jsS1JaXrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3aN0fd64eOokzfz0AzqxZ5fHsfBixanHw09Q/TYdyE24MQ5MRsYl2jTvCK38Yx9lpHmmZCrVLknX3d+ISpaPFO/RSX3+alt6DPyV/8kLrLkIfA4nFve0d9cvqaJS7+/lFFymDLmByZMn06OPPqoWp50wYQJ17NjRtvd2IrHrb/iXC1fXlop0fXYAjzJwg0bdPUrXZ4JH6frsAB5l4AaNunuUri8n25cupPnffU4piZ5FW65o3EwVbYkqV57chtviwMScTaT5P+6g43s8B+AEBgXQNTfXopbX16DAwABXeHRSn7/alh4DCbg75QoAKDJjx46lc+fOqW8wJk2aZOt7p6enq3Ueeasr7G/Dhg3Z1rOUhHR9dgCPMnCDRt09Stdngkfp+uwAHmXgBo26e5SuzyI5IZ5mfPIBzfrfRx6JxcCgIOrY/z668/W3XZlYdFMcMitzLz9OE99a7TWxWKZKMbrz5aupVc+amYlFN3h0Up+/2pYeAwlg5CIAhnPffffRihUr1MjFfv362f7+OicWLX9cgVuqT+n67AAeZeAGjbp7lK7PBI/S9dkBPMrADRp19yhdH3Ns1w6a+emHFHPmlMexUpUqU+8nXqBKdeuTm3FDHJiEmBRaNH4nHdh01vNgAFGL66pTmz61KDgkyHUendTnr7alx0ACWHMR+HzNxbTz5zEt2tA1FwuLm9ZcBAAAAAAAQFrRlpW/TaKVv01U69/npEnX6+ja+x+m0PAIR/SZxv6NZ1RiMTHWs9JwibLhdN2gRlSlXmlHtAHzwJqLwLVwcRNOtpnmGQAAAAAAAAD8SfTpUzTzfx/R8V3bPY6FRRajHg89Tg3adXJEm2mkJKbR0il7aOffJ7web9S+MnW8qx6FRiAtA9wPejHwOVw12YniJjzyjUvFFytWTI2AA4WjKAVZTIhBdHQ0LV++nDp06EAlS5YkaUjXZwfwKAM3aNTdo3R9JniUrs8O4FEGbtCou0eJ+nYsX0zzvvmMUhI914Wr2rAJ3fjEcxRVrgLphMQ4MMd2X6D5Y3ZQ7Pkkj2MRJUKo68CGVLtFeVd7lKDPX21Lj4EE9PxvH4D/X9EpLCzM9aXi7SQyMjJzn9eMyI2YmJjM/aioqEK3Z0IM2B9P3eatRKTrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3aMkfZxMnP/9l7R9yQKvAz3a3zmArrntLgoM9FzPz+1IigOTlppOq6btp43zjxB5WYCu1pXlVGIxMirUtR4l6fNX29JjIAGsuQh8vuYikLPmYkZGBpUqVUolFp9++mkaNWqU1/OeeeYZGj16tEos8rc0/gb9CgAAAAAAgMtzYs8umvHpBxR96qTHsZIVK9GNjz9PVeo3dESbaZw5EkvzfthO54/HexwLCQ+iTv+qTw3bVSrSzDAApK65qO9wImA8nEhLTU1VW/APPIKwV69eav+rr76iVatWeZzDz3355Zdq//bbby9SeybEgP2dPXtWbSUiXZ8dwKMM3KBRd4/S9ZngUbo+O4BHGbhBo+4endaXkfFP0ZYJb7zgNbHYuFM3uufdT7RPLDodByYj4xKtm32Qfnl3rdfEYpV6pajfa9eoNRYLk1iU4FGqPn+1LT0GEkByEWgLJ7R4vT/dEltbt26liRMnejzyOp6V119/ncLDwykxMVFVhH7qqafo119/VQ/e5wrSSUlJap3El156qUhadY1BVtgfr7/BW4lI12cH8CgDN2jU3aN0fSZ4lK7PDuBRBm7QqLtHJ/XFnD1NU978Dy2f9JNHNejQiEi68ckXqNfjz1FYliWRdMXpfnLxdAL9/uF6Wjl1P2WkZ58UGhgcQO3vqEu3PtOSospFuNajZH3+alt6DCSAadFA22nR3LU5qcWj9XQaes5TnocPH16g1+T8mE+bNo0GDhyY682RF6kdN24c3XTTTY7EQHK/ykl6erpK1EZERFBQkLx1bKTrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3aNT+natWEp/ffM/Svbyd3yV+o3oxieep5IVKpIpOBUH/j9n29LjtPzXvZSWnO5xvNwVxem6QY2pbNXiRW4LnwXn25YeAwnTolHQBWgLJ7Pc/sH3Fbfccosa4Thy5EiaO3cuHT58WCXy+CbTu3dvevzxx6l69epFbseEGLC/4sWL/keDqfrsAB5l4AaNunuUrs8Ej9L12QE8ysANGnX36G99KUmJtOCHr2jbonkexwICAqntHf2o7e19KVDzv70l9JP46GRa+NNOOrT1nMcxHk9x1Q01qPVNtSgo2J6JovgsON+29BhIANOigbbwiLmEhATtpuTyyEX+pqwgD2/UrFmTPvnkE9q5c6e6Tlwhetu2bfT+++/bkljUOQZZ4W+wNm/erLYSka7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoFF3j/7Ud3LvbvrppSe9JhajylegvsPepfZ3DTAusehEP9m77jRNfHO118RiVPkIuu35VtT21jq2JRYZfBacb1t6DCSA5CLQFk6q8dRazPx3DhNiwIv6njt3TuzivtL12QE8ysANGnX3KF2fCR6l67MDeJSBGzTq7tEf+rhoy6qpU1TRlosnT3gcb9ihC937/qdUtWFjMhV/9ZPkhFT66/ttNOebrZQU79lWk05VqO9/WlPlOiVtbxufBefblh4DCWDNRaDtmovAvaBfAQAAAAAAk4k9d5Zm/e8jOrJ9i8ex0IgI6v7go6oiNPA9R3aepwU/7qC4C8kexyKjQqnbPQ2pZrNyjmgDoKBgzUUAAAAAAAAAAEBz9qz6m+Z+9Qklxcd5HKtcrwHd+MQLVKpiJUe0mURaSjqt+H0fbV541OvxOleVpy4DGlBE8VC/awNAGpgWDbSFKzpFR0erLXAGE2LAa1XOmTNHbSUiXZ8dwKMM3KBRd4/S9dmBdI/S9dkBPMrADRp19+gLfalJSSqp+MfIER6JRatoS99h7yGx6Id+cvpQDE0escZrYjE0Ipiuu78x3TC4qV8SiyZ+FqS1LT0GEsDIRaAtXKk4NDRUbYEzmBAD9lejRg21lYh0fXYAjzJwg0bdPUrXZ4JH6frsAB5l4AaNunu0W9+p/Xtpxicf0IUTxzyOlShXnm58/Dmq1qipLW3phN1xyEjPoHWzD9HaGQcpI8NzBblqDUvTtfc2ohJlwslfmPZZkNi29BhIAGsuAqy5CMSBfgUAAAAAAEzgUkYGrZ3+Oy2b+BNlpKd5HK/frhP1GPwYhRcr7og+k7hwMp7mjdlBpw96jk4LCgmkdrfVoeZdq1FAoL4DJ4D+HMWaiwAUDM6b83TcoKAgrUfOScaEGHASNDY2lkqUKKGSodKQrs8O4FEGbtCou0fp+kzwKF2fHcCjDNygUXePduiLO3+OZn02kg5v3eRxLCQsnK594BFq0qW7tn9HS4nDpYxLtGXxMVrx215KS83wOF6+egk1DbpM5WLkBCZ8FqS3LT0GEsCai0BbOKkVFxen9Xp/0jEhBuxvyZIlaisR6frsAB5l4AaNunuUrs8Ej9L12QE8ysANGnX3WFR9e9espB9ffMJrYrFSnXp0z/ufUNOu1yGx6OM4cAXoPz/dSEsn7fZILPIIxat716Q7XmrlWGLRhM+CG9qWHgMJYFo00HZatAmj5qRT2BhI7le5JVCLFy+ufEpDuj47gEcZuEGj7h6l6zPBo3R9dgCPMnCDRt09FlZfanISLf7pO9r01yzPgwEBdM0td1L7uwZSEEZH+byf7F5zkpZM2E3JCZ7T0UtVjKTrBjWmirWiyGl0/Sy4qW3pMSgImBYNQAHhZBaGLDuLCTHgXy4lS5YkqUjXZwfwKAM3aNTdo3R9JniUrs8O4FEGbtCou8fC6Dt9cL8q2nL+2BGPY8XLlqMbH3uWrmjS3EaV+lOYOCTFp9LiCbto79rTXo8361qN2t1eh0JCZSSRdPwsuK1t6TGQAKZFA23JyMigxMREtQXOYEIM2N/27dvVViLS9dkBPMrADRp19yhdnwkepeuzA3iUgRs06u6xIPq4aMu6GVPp5/886zWxWK9Ne7r3/U+RWPRDPzm07RxNeHOV18RisVJhdPOTV1LnfvXFJBZ1+yy4tW3pMZAAkotA6ym5qampagucwYQYsL/jx4+rrUSk67MDeJSBGzTq7lG6PhM8StdnB/AoAzdo1N1jfvXFXThPv74zlBaN/ZbS07JPvw0OC6PrH36Sbn7mFYooXsLHivUkv3FITU6nxT/voumfbqKE6BSP4/VaV6R+r19D1RuXJWno8llwc9vSYyABrLkItF1zEbgX9CsAAAAAAOB29q1bTXO+GE2JsTEexyrWrks3PvEClalS1RFtJnFyfzTNG7Odok97jjoLiwymLgMaUL2rKzqiDQB/gzUXAQAAAAAAAAAA4aSmJNOScd/TxjkzPA8GBFDrm2+nDn3vpqDgECfkGUN6WgatnXmQ1s06SN6GVFVvXIauvbeRmg4NACgamBYNtIUrOsXExKgtcAYTYsD+5s2bp7YSka7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoFF3j7npO3P4II1/5RmvicXipcvQnf95izoPvB+JRR/H4fzxePr1/XUquZgzsRgcGkhd+tenm5640hWJRbd+FnRqW3oMJICRi0DrSsUhISFqC5zBhBiwv8qVK6utRKTrswN4lIEbNOruUbo+EzxK12cH8CgDN2jU3WNOfbza2IbZf9KS8T9Qupd12eq2bqvWV4woEeWAWn3xiEPGJdq04AitnLpfjVzMScVaUXTdoMZUqmIkuQW3fRZ0bFt6DCSANRcB1lwE4kC/AgAAAAAAbiH+4gW1tuKBjes8jgWHhlG3+wZTs+43aP2FuwRizyfR/B+307FdFz2OBQYGUOubatJVN9SgwCBM4ATmchRrLgJQMDhvnpGRQYGBgfhF7hAmxICnfMfHx1OxYsUoKCiIpCFdnx3AowzcoFF3j9L1meBRuj47gEcZuEGj7h4tfaf37KS/vvqEEqI9E1rla9am3k+8QGWr/fOPPPBNHOLi4ujYtjhaPnkvpSR5LsdUulIkXXd/Y6pQw52jRt3yWXBCn7/alh4DCSBlD7SFbwCxsbFarfe3aNEilaTLz6Nfv365vs+hQ4foqaeeokaNGqkbJD94n5/jY3ahYwxywv4WLlyothKRrs8O4FEGbtCou0fp+kzwKF2fHcCjDNygUXePF86fo8kf/Jemvf+m18Riq5tuowFvf4TEoo85c/IC/TpyJS0cu8trYvHK7lfQv15t7drEohs+C07q81fb0mMgAUyLBtpOi+auzUkt/mZBl1FznFzs1q1bvs7t27cvTZw40eP5adOm0cCBA9U3L94oXrw4jR8/nvr06eNYDCT3q5ywTl7YNyoqSumVhnR9dgCPMnCDRt09Stdngkfp+uwAHmXgBo06ezx9cD/N+mwknT180ONYsVKlqeejz1DNK69yRJtJHNh8lhb+tIMSYz3XuCxeOoy6D2pM1RqUJrcj+bPgtD5/tS09BgUB06IBKCCczHL7Bz8vxowZQxUrVsz1OC84m5OtW7eqEY1JSUkUERFBgwcPps6dO6tjS5Ysoa+//lpNK+DE5Nq1a6lJkyZF0qh7DBj2V6ZMGZKKdH12AI8ycING3T1K12eCR+n67AAeZeAGjTp6TE9LpZW/TabVUydThpeZObVbXUM3PPIURUaVdESfKcRHJ9PSSXto3/rTXo83aFuJOvWtT2ERevwfIvGzIEWfv9qWHgMJ6PFpA8ALvNZfSkoKhYaGqjX/dKNLly5Us2bNAr3mzTffVInF8PBwNay7TZs2mcfuuOMOGjBgAHXt2lWdw+dOmjSpSBp1jwHD14qnkteoUUNdV2lI12cH8CgDN2jU3aN0fSZ4lK7PDuBRBm7QqJvHU/v30uwvRnsdrRgcEkpd7nmQrrz+Rm1mTEmEK0FvW3acVvy+j1IS0zyOhxcLoa53N6A6LSuQTkj7LEjS56+2pcdAAnr+tw/A/09sJScnqy3453rMnj1b7Q8ZMiRbYtGCn3vkkUfUPp9b1GtnQgzY34EDB9RWItL12QE8ysANGnX3KF2fCR6l67MDeJSBGzTq4jEtNZWWTviRxv/nWa+JxTLVqtPAd0ZRixt6I7HoQ84di6PfPlxPi3/e5TWxWLVRSer3xjXaJRYlfRYk6vNX29JjYOSai5yw+OCDD9T0zLNnz+b7dXyj5nnuwH50XXNRR7Kuucg3t4KMXDx9+nTmNOo//viDbr75Zq/n8bFbbrlF7Z85c4bKlStH/gb9CgAAAAAAOM2JPbvUaMXzx454HAsIDKQ2t95FbW7vR8EhIY7oM4G0lHRaO/MgbZh7mDIyPFMXYcWCqcMd9ahhu0pI7gJgypqLX331FT366KNqH3VkAPAvCQkJmfslSpTI9TxepNaCi744kVwEAAAAAADAKVJTkunvyeNp3fSpdOmS5wyc8jVq0Q1DnqaKteo4os8Ujuw8T4vH76LoM4lejzdoU4k63FmXIkqE+l0bAMDB5OI777yjkopcjfaJJ55QI5Lw7QLwFVylmBNqkZGRqlqxbixevJh27tyZbYFZLsASFhZmWxtF/RJA9xgwsbGxtG7dOmrVqlWeSVunkK7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoNGtHo/t3E5zvvyYLpw45nEsMCiY2t7el6659U5KSExSs4p0joFTJMam0PJf9tKuVSe9Ho8qH0FdBzSgKxqVUf1k0aK/tY6D9M+7k/r81bb0GBiXXDx//rxKJo4YMYIef/xxfzYNHF54Nyk+1e/tcmIrNSWDEtNT/J7Y4sWEAwJ9mzgfNGiQZ7vh4dS/f3967733qHz58iQBXZOKWf2VLl1arE/p+uwAHmXgBo26e5SuzwSP0vXZATzKwA0a3eYxNSmJlk0cS+tn/8nfsHscr1i7rhqtWL76P8sSBQWlah8Df8MDG3auOEl//7rX6/+PgYEB1PL66nT1jTUpOPSf647Pgtn6/NW29BgYt+YiJz24+uwPP/xA9913n7+aBQ6vucjfPH3/wjIyiQc+6OiT4flZ11zMC16LcdWqVVShwv8taHzw4EGqVauW2udK0VwVevLkyWqpgoiICJowYQJ17NixSOs62gXWXAQAAAAAAP7iyPYtarRi9CnPkXJBwcHU7s4B1LrPHRSIxILPuHgqgRb9vJOO7bro9Xil2lHUdWBDKlu1uN+1AaATR3VYc/Hbb79VyY6RI0eqUWV16tQp0LTozp07+1QfANLhhKC37wMSExNVkaQ33nhDFU3iROJTTz2lEoZ5MXbsWDp37pza58Q/JxfthLVypejAwEBtl0DgexlXDePp6BK/yZKuzw7gUQZu0Ki7R+n6TPAoXZ8dwKMM3KDRDR5TkhJpyfgxtGnuDK/HK9dtQDcMeYrKVqvuiD4TSE/LoPVzDtG6WYfUfk5Cw4Oo3e11qUnHKl5nhpkQB+kendTnr7alx0ACgf5ukAOyd+9eGjx4MF177bVqhFR+HnwuAMA7PPKwdevWNHPmTGrfvr16bsqUKXThwoU8X8cjiHmtxqpVq1K/fv18chPm9Sl4qyvs76+//lJbiUjXZwfwKAM3aNTdo3R9JniUrs8O4FEGbtAo3eOhzRvpx+cf85pYDA4Jpc53P0D93nrfa2LRH/pM4PjeizTp7dW0+s8DXhOLda6qQAOGt6WmnavmuuSUCXGQ7tFJff5qW3oMJODXkYsPPPAA/fLLL2o0Ew/D5Cmauo5mAsAJ+PP03HPP0d9//60SemvXrqUePXrkev5dd92lHr6CRywWK1ZMbXWF/bVr105tJSJdnx3AowzcoFF3j9L1meBRuj47gEcZuEGjVI/JCfG0eNz3tGX+HK/HqzRoTDc88hSVqVLVEX0mwOsprvh9H21fdtzr8eJlwqhLvwZUs3m5y76XCXGQ7tFJff5qW3oMjEsu8nRN5sEHH6Svv/4aiUVD4OImvAahaZ6domHDhpn7Z86cISfhpKLOiUUmJCQk29qW0pCuzw7gUQZu0Ki7R+n6TPAoXZ8dwKMM3KBRoscDG9fR3K8/pbhzZz2OBYeGUaf+91KLnjdRYODlpz2aEAO74UFGe9eepqVT9lBiTIrHcU4PNL/2Crrm5loUGp6/VIUJcZDu0Ul9/mpbegyMSy42a9aMVqxYQT179kRi0SB4CLsviptcDl7rLyUlhUJDQ7VPcGUlMjIyc5/9F4Wifk5NiEFSUpJaFJcXwuVq3dKQrs8O4FEGbtCou0fp+kzwKF2fHcCjDNygUZLHpLg4WjT2W9q2eJ7X49UaN6UbHn6KSlWq7Ig+E4g5m0iLJ+yiw9vOez1evnoJ6jqwAVWoEVWg9zUhDtI9OqnPX21Lj4EE/Prf/k8//aSKsnz66aeq4AQAvoQTW3wT4K0uNG7cWCX8brrpplzPOXv2/76JzTpsO2vSMa+1ImJiYjL3o6IK9svdhBh4W0d2165daisR6frsAB5l4AaNunuUrs8Ej9L12QE8ysANGqV43LduFY15/lGvicWQsHDq/sAQ+tfrIwqUWLRTn+5kpGfQ+rmHaMLwVV4Ti8FhQdThzrp050utCpxYNCUO0j06qc9fbUuPgQQCLnkrPesjmjdvnpn8OHXqVIFeywmVtLQ0Hykzm6KUIt+zZ4+KS3BwMNWrV8+HKgHTq1cvtbwAF2DhBD1f95x8/vnn9Nhjj6n9lStXUps2bdQ+J/hKlSqlEotPP/00jRo1ymsbzzzzDI0ePVolFqOjo8kJ0K8AAAAAAEBRSIyNoYVjvqYdyxZ5PV69WQu6/qEnqGSFin7XZgqnDsbQwnE76dzROK/HazYrS537N6ASZTASDAA35H/EjFzcunWrepw8eVKtt1DQBwCmw8lF5tixYzRixAiP4ydOnKA333xT7ZcvX55atWqVeYynJVuv/+qrr2jVqlUer+fnvvzyS7V/++23+8wHAAAAAAAAvmLPqr9pzHOPek0shkZEUI+HHqc7//MWEos+IiUpjZZM2k2/vLfWa2IxsmQo3TC4Kd34aHMkFgHQBL+uufjDDz/4szlgOFwtOSEhQU0HDgq6/KLMboCLIX300Ud0+PBhGjp0qEoG9unTh8qUKaMS97zkwIULF9S5fDznyMbXX3+d/vjjD0pMTKRu3brR4MGD1VIFzJIlS1ShJZ7GzNOpX3rppSLr1TEGOeGRoBs3bqQWLVpQiRIlSBrS9dkBPMrADRp19yhdnwkepeuzA3iUgRs0OuExISaa5n//Je1esdTr8ZotWlGPwY9TVLnyjugzgf0bz9CSibsp/qKX6aMBRE07VaW2t9WhsAh7UhEmxEG6Ryf1+att6TEwLrl43333kWR4GiYnVEaOHJn5HCdohg0blutrBg0aRD/++GO+3n/WrFmqmE1uzJw5UyV3OGF07tw5Kl68uCqC069fP5VU4qIYoGDoVkSEk37Tp0+nG2+8UQ1n5j7DD29Tm62p0Vlp2rQpTZw4kQYOHEjx8fH0ySefqEdWSpYsSePGjctWdboo6BaDnHDSlOMiNXkqXZ8dwKMM3KBRd4/S9ZngUbo+O4BHGbhBoz898iy3XSuW0oLvv1TToXMSVqwYdb13MDXp0t22wqImxKAgxF1IUknFA5s8K3EzZaoUo253N6RKtUva2q4JcZDu0Ul9/mpbegyMW3NRMjydtG/fvrR0afZvufyRXOTRXZw8zOt9rr76apoxY4ZPyp9jzUX3waMTeZTitGnTaPfu3WphWe4bHTp0oCFDhlDXrl3zfD2v18hJ9Llz56pRkBw/7gO9e/emxx9/nKpXr05Ogn4FAAAAAADyQ/zFCzTv289p75oVXo/XbnUN9fj3Y1S8TFm/azOBjIxLtHXxUVo5bT+lJqV7HA8KCaTWvWtSix7VKShI70EHAJi85qJfRy5KhaeDcmKR14Jk7rnnHlXZuiDwCMP3338/z3M4QegNTl5aicX69eur5FCdOnXozJkzNH78eFqwYAGtXbuW7rrrLlq8eHGBdJmMtVYnfztp1zeUUihdujS98cYb6lEYatas6TFi0RfoHAMLLpSTmppKISEhIkdpStdnB/AoAzdo1N2jdH0meJSuzw7gUQZu0Ohrj/w3Jq+pyEVbkuJiPY6HFy9B1w56iBp27OqTv0NNiMHlOHs0lhaO20WnD3qOFmWqNSxNXQc2oJLlI32mwYQ4SPfopD5/tS09BhLw+1XhSrfdu3enihUrqiGl+X14q4prB7/99pvSw4lFnnbMlXbHjh1b4PfhNe94VGJej3Llynm8jqc/f/jhh2q/Y8eOtGHDBlXJ9+abb6YHHniA5s+fr6a4WklQHv0I8gePCI2JiVFb4AwmxID98X2NtxKRrs8O4FEGbtCou0fp+kzwKF2fHcCjDNyg0ZceY8+fpanvv0mz/veR18RivWva06CPPqdGnbr57AtuE2KQG6kp6fT3b3tp8oi1XhOL4cVD6Lr7G1Ofp1r4NLFoShyke3RSn7/alh4DCfh15CJXqH300UfVvpTZ2Js3b1bTL2vUqEFTpkyh1q1b+7V9HpXIBTSYzz77TBW+yMm7775LP//8M506dUpNjbYq/oK84W8U+HrimwXnMCEGvPbGNddco7YSka7PDuBRBm7QqLtH6fpM8Chdnx3AowzcoNEXHvl/yG2L5tGisd9SckK8x2siSkRR9weHUP22HX0+a8aEGHjj8LZztHjCLoo5+8//sDlp2L4ydbi9rkow+gMT4iDdo5P6/NW29BgYl1x855131C8ELlTyxBNPqLXUJEyV5FGFXMCibFn/r8Nx4MCBzJGPzZs393oOj6hs3749/f7772qtPJA/OKGFIjjOYkIMeGh85cqVSSrS9dkBPMrADRp19yhdnwkepeuzA3iUgRs02u0x5uxp+uvr/9HBTeu9nt+gXSe69oFHKDKqpCP6dCchJoWWTdlDe9ac8nq8VMVI6jqgAVVtUNqvukyIg3SPTurzV9vSY2BccvH8+fMqmThixAhVNEIC/fv3V+vWOTWyKiEhQW0vV848KipKbbnCL8gfWBfBeUyIARfT4YJQ/MsmLCyMpCFdnx3AowzcoFF3j9L1meBRuj47gEcZuEGjXR4rVapEu5ctosXjvqOUxESP8yJLlqLr/v2omgrthD6dY8BcyrhEO/4+oaZBJyekeRwPDAqgq3rWoFY9a1BwiP8r6ZoQB+kendTnr7alx8C45CJXop00adJlE2n+pEGDBrYlTnkOvkVERISqusOFWexEynRytyS2EhMT1Zqduia2pGNCDNgfL69QqlQpkb9opOuzA3iUgRs06u5Ruj4TPErXZwfwKAM3aLTD47q/l1PKrs10fOc2r+fwmord7huspkM7oU/3GJw/EU+Lxu+kE3ujvR6vXLckdR3YkMpUdm6qqAlxkO7RSX3+alt6DCQQcMmP2Soedffqq6/SokWL6KmnnlKJt4JMi+7cuTP5C0vX0KFDVTXn3Bg0aFBmpWdvcInvV155RVWA9ga/9/Dhw9Waj3lNebba6dKli7p+BS01nhecgef1AwpTinzPnj1qzUouuMPT3AGwA/QrAAAAAABzuZSRQRv/mklLx4+h1GTPtf2Kly5D1w1+nOq0+ud/GGAvaanptG72IVo/+xBlpHumC8Iig6n97XWpUfvKFBDo/DJnAICC5Yc4T1WY/E9e+H0oEQ8n3bt3Lw0ePJiuvfZa6tatW74efK4b4WBxERurkM3l4FwvT9XmIhg9evTILPZSFLjj5PWwEotMbOz/VVvjSkicoWe42u/FixfVFFeGdUVHR2fTbVUE5n1ODPGoNYa3/LMFn3e5c62cd2HPZew6l3/Oei7vW+damgp7bkGvi6/O9fU1zOtcb9cl63ceWfshn8f90PLHz2et2OWtz1rn5uyz3NetZQm4zaz9m+9TWc+Ni4vLXJLAOjclJSXzXP7Z27nsI+u5vOWfLX98Hp9vwcf4/RjWwj9b14m1Zv18sj7r/mCda13jvM61rqF1bkGv4eXOze0ecbnrXZRr6PT19nYN7breuV1DJ693btfQOte6hjnPZX2Fud4FuYa4R+AegXsE7hG4R7j/HnHu6GGaMPQlWvD9l14Ti026dKdb33iHqjdvacs1dPp6S7tHHNt1gSa8uYrWzjjoNbFY56py1PuZRtS4YxWVWMQ9AvcI/B3hznuE3fg1ufjAAw/QN998o8xxdrRTp05qNGJ+HnyuRMaMGaM6U84HjwacMGFC5qKfX3zxBc2ZM+ey73fu3DmaOHGiukbz5s2jbdu8TwHwFevWrcu2zyPIGNazePHizA8wJ02XL1+eeS53VOuDw/75Q2V1cP5wZP2Q8XtZHwbrXKuDezvX+jAwfMy6SfBr+Gfrw8zvmfNcSwc/sp7LWq2bj3UjsG4S1rnWB5/fN+tal3zM8mqda3nl57Oey/vWufx+Wc/l9rKey3ryOjfrdeFzC3INsyaps55rXUMLb9cwr+ud9RrysZzX0HpNznPzut58DbImIleuXJk5qpfP435oaebn+bjF2rVrad++fZnXKGufPXz4MP3999+Z565fv552796d2Safe+HChcxvc5YuXZp57saNG2nnzp2Z14HPPXv2bKaGrJq2bt2a+bllT3yMK70zp0+fVj9b/rZv366G11ssWbJE3TsYfn8+17r+3D7rsFi2bFnmqGTWzeda/Yc/t9ZnmXXx+1qfZf4Fw+dafW///v20evXqzPflfavQlHW9rV987HXFihWFukds2LCBdu3apfY59nwu3++YY8eOZbvemzZtoh07dmS73mfOnFE/nzx5Uv1s9UO+3nxdOLask4/xOQy/hn+2+ju/J7+3BbfJbTOshc+1+iVrZc0W7IU9MeyRz7U+K1mvN8PXyOqzliarf/C1zXm9OQYMx4TPtf4gOHToUOb1tuLIfSa3Pst9wluf5T6Utc9yH+P3suA+aL0v900+l/sqw32Xf7Y+n9y3+ZpbZL3erCFrH8jZZ/l659Zn+bPIn0kLjid/ZrNeb+sewp9x/qw7cY84fvy4Oodjlt97hNVnLXx5j+B+yPrYf37vEQz3M+5vbrhHWJ+FLVu25PseYfVZfs7X9wjWx/v+vkfkvN6+vkfwe7HmgtwjrD5rXW/J94iscfT13xGFvUdYn4Ws/dAXf0f48x6xcP58WjTuexr74pN0Yvc/fwdkJaxEFN3+ynDq+sAQWrlmrW1/RxT2HsHX2/osSP87Iuf19tZnFy9YRvPH7qCpozZQzBnPpG5kqRC66YkrqeH1UbRmwwrb/44o7D2Crw0fW7Nmjfi/I4pyj7B+v0v7X8O63uyH9fn77wh+D26fY+Or/zX4YbWjw/8asVmSmq6dFl2yZEllmpOMX3/9tYhK0UWdFn05+IPfokUL1eFuu+02+u233y47LXrAgAGqMnTHjh1p+vTpak6/v6ZF8w2oUaNGap9vDFyIg9eP5BsUd0Iuvc7PcbKIby58A2NvvKYeT3PnrTWKkdfY4wff9PjBU1wZ62aX17l8jGNQ2HMZ/uDyg/Xz8bzOZQ+5va81ks46l1/Lz/O5lqbCnlvQ6+KrcwtzXfJzLp/HfYX7MO97O9fbdeHRzfwce6hYsWJmP7SSlVxxno/xDZd/IVoFj7z1Wetcq8/yfYjhY9wmjxLmNvm1Vv/m8/h861xuk7Xxcetcfh1XwuZftvy54c85H896LnvjXw7Wudwf+Q8Rfl8+h2/wfA5rZPibJNbO14t98XH2xteJX8eerDVr+X35vPDw8Mxz+Rh7ynouP8+/5Bo2bKiq0lvX0Dq3oNeQPeR1bs57RH6vN+vgNUxyXu/8XEP+me+ffO9if/6+3t6uIbfP5xb1elvX0IojrxNctmxZR693bteQ9/l3XvPmzTP7XtZz+X35mhT0ehfkGvr6HsHXgP9RqFu3rtKdn3uEr663t2vI783/TDZu3Fhdi/zcI4pyvZ24R7AP/keJl8woV65cvq4h4697Mj/H/4RUr16dKlSo4Ld7RM5r6Mt7BP9Txf9EN23aVJ2f32toXW/rGkq+R/A14fsZz/ApX768T/+OKOw9grf8WeD7EWv01d8R/rpHHNi4juZ99znFnPZeibhh5+7Uod89VKpsOdt/rxX2HsH/Q/E9t1mzZup8yX9H5HWP4HO3LT9KK38/QMnxniOaAgJ5bcuK1LZPHYooFu6z32uFvUdYa+Hx/6J835X8d0Rh7xFc34H/p+ff73xNJP2vwfDvBf5bnD8L/Bp//h3Br+P/xTifwu/ji799LazfC/y3uJv/17h48SLVqlXL9mnRfk0ucrKMs6yTJ0+mO+64gyRjV3KR6dOnD/35559UpUqVzMy1P9dc9OWce6yNB3wB+hUAAAAAgP4kxETTorHf0o6lC70eL1mhIvV46Amq0ayF37WZQPSZBFr88y46suOfEXU5qVAzirrd3YDKVZNTkBUAIHPNRb9Wi/7pp5/UqMVPP/2UWrVqRTVr1iQT4BFDnFy0htoC/5A1by55lKzOmBCDnCMvpSFdnx3AowzcoFF3j9L1meBRuj47gEcZuEHj5fRvXfQXLRn3AyXFeU7RCwwKolY33Uatb7mLwiMjSSJujkF6OhfMOUxrZhyk9NR/pixnJSQ8iNreUoeadqlKgcILtrg5Drp4dFKfv9qWHgMJ+HXNxVtuuUXNNecpRdYU2vw+rCmeboSH2DLWegZFAR05//CHn4cXZ12/D/gXE2LA/mbMmJFtQWFJSNdnB/AoAzdo1N2jdH0meJSuzw7gUQZu0Jgb544eocnDX6G5X37iNbFYuX5Duvvdj6n5jbfS3HnzxHp0awxO7o+myf9dQyun7veaWKzdojwNGNqGmnerJj6x6OY46OTRSX3+alt6DCTg14xd1sVbdYAXx2zTpo3anzJlCt15551ez7MWY7WSjFmxnrvcoprWwrzW3HlweXgtA76+vAXOYEIM2B+PxPb2+ZaAdH12AI8ycING3T1K12eCR+n67AAeZeAGjTlJS0mhVVMn0+qpv1BGuufafmGRxajTgPuoefeeFBAYqNYzk+zRbTFITkyjlb/vo61LjxF5WRitWKkw6tyvvkouugm3xUFHj07q81fb0mNgXHLxhx9+IJ3gxbotuDpRbslFq3JV1vMtrIU0eZFWXqz/yiuv9DiHf7FaFRVNmUpuB5zQ4oVOgXOYEAP2Z9c6FSbqswN4lIEbNOruUbo+EzxK12cH8CgDN2jMyqEtG2n+d5/ThRPHvR5v0K4Tdb1vMBUvXcY1HqXryzqdc9/6M7R08m5KiP6nUm02Aoiad61GbW6pTaHh7pst6JY46OzRSX3+alt6DCTg17vHfffdRzpRqVIlatmypSohzutIsj+r0rLF999/n1kKvFevXh7v0b17d1W5h6v6PP744zRnzhyPbPjLL7+sqjIzt99+u0896QRXibKKgug8ck4yJsSAk/+nTp1SVa0lJlKl67MDeJSBGzTq7lG6PhM8StdnB/AoAzdotAq2LP7pO9q+ZIHX41HlK9J1Dw6hWi2vdp1H6fqY2PNJtGTCLjq45ZzX42WrFadudzekijXdOzvODXHQ3aOT+vzVtvQYSEDP//YLOFV74sSJHo+8jmeFKz0zXEr86quvphdeeEGdw0nFAQMG0IMPPqiOc9nz5557zqP9MmXKZD6/bNkylawcPXq0KgDD73HdddfRqFGj1HHe79y5s0+vh26JLY4Lb4EzmBAD9rd+/Xq1lYh0fXYAjzJwg0bdPUrXZ4JH6frsAB5lIF2jKtiy8C/64ZlHvCYWedpz61vupEEffeY1segGj5L1ZXDBlnmH6efhq7wmFoNDA6n97XXpX69c7erEovQ4mOLRSX3+alt6DCQQcClrOVcDGTZsWGaCML/kvGQfffQRvfjii7kmUEqXLk2//fYbde3a1etxLnbBScgff/wx1zbbtWtH06ZNo/Lly4sqRb5nz57MkWn16tUjSZhQqVg6hY2B5H7lzSN/9nlkpsR+Jl2fHcCjDNygUXeP0vWZ4FG6PjuARxlI1nju2BGa9+1ndHS79/X2K9drQD0GP07la/yzPJQbPUrWd+ZwLC0ct1NtvVG9SVnq0r8+RZWLIB2QGgeTPDqpz19tS4+Bv/I/eeG+RRUEwiMPOXH4ySef0KJFi+jkyZMUEhJCtWvXphtvvJGeeuopqly5cq6v52rYY8aMobvuuou+/vprWrVqlVqDkUc18jTrgQMH0qBBg1xdMdsJ3P6h1wETYsAe+TMsFen67AAeZeAGjbp7lK7PBI/S9dkBPMpAosZ/CrZModVTp3gt2BIaEUmdBgyiK6/7p2CLGz1K1peSlEar/zxAmxccIW/DhyKiQqnTv+pR3VYVtPobXVocTPTopD5/tS09BhIwflo0j1zkLHRBHt7gykE88vDQoUOUnJxMcXFxtHnzZnr33XfzTCxmpXfv3mp0IicneU4/bxcuXEj//ve/kVgsBDwiND4+Xm11hUf3cXKbb3bWg/t0fuC+yolvTmAXK1ZMPXifn+Nj+WHmzJl06623qj7Oa09wQrxLly70xRdfqD5sQgzYH6+ryluJSNdnB/AoAzdo1N2jdH0meJSuzw7gUQbSNB7eupnGvvgErfx1gtfEYv12nej+UV9Si+tvzFdiUaJHyfoObj5LE95cRZvme08sNu5UhQYMbUP1rq6oVWJRWhxM9eikPn+1LT0GEkDGCmiNzrP+T5w4QX379qWlS5cW+LWcxOYRsTlvjjt37lQPXu9z/Pjx1KdPnwJN5b9w4QItWbJEPfg9/vjjDypRogTpjDVEXmpfk67PDuBRBm7QqLtH6fpM8Chdnx3AowykaOSCLUvGfU/bFs/3ejyqfAXq/uAQqt2ytWs9StYXH51MSyftVtWgvVG6UiR1vbshValbinRFQhxM9+ikPn+1LT0GEjB+zUWg75qLOsPJO04s8uhW5p577qGffvpJ7Q8dOjTP0YtcpKh169aUlJSkKpUPHjw4s1AQvy9Pzedj4eHhtHbtWmrSpInHe7z++uv09ttvq/369evTkCFDqE6dOnTmzBmVlFyw4J+Fu/l9Fy9eXGB/6FcAAAAAAHLhfyE5obh43PeUFBvjcZxHJ159023U7o7+FBIe7ohGnbmUcYm2LT1GK37fRylJnjOEgoIDqVWvGnTV9TUoKMT4yYoAgCxgzUUAgIKLA3FikZNvPBWZq4tzcs9KLl6ON998MzN5yNPu27Rpk3nsjjvuUFXOeQ1RPofPnTRpUrbXnzt3jj788EO137FjR5ozZw5FRkZmHn/ggQfo2WefVVXOOVk5a9Ys6tWrl23+AQAAAACAc5w/fpTmffMZHdm+xevxynUb0HWDH6MKNWv7XZsJnDsWR4vG76ST+z2TukzVBqWo64CGVKri//19DgAAvgZfYwBt4eTbxYsX1VYneC1P9lSjRg1atmyZSizmFx7KPXv2bLXPr8uaWLTg5x555BG1z+fmrILOoxI58ch89tln2RKLFrzWaMWKFTOTobrFICvcx3iaOW8lIl2fHcCjDNygUXeP0vWZ4FG6PjuAR3M1pqWm0t9TxtPYFx73mljkgi3dHxhC/d5635bEovQ4+FtfWko6rZi6jyb/d43XxGJYsWC69t5GdMvTLY1KLErvJyZ4dFKfv9qWHgMJYOQi0BYuE8/TfnmrGz179qRx48ZR2bJlC/S6s2fPUmxsrNrv1q1brufxMR4RGRMToyqXlytXLvPYgQMH1JaLtzRv3tzr63lEZfv27en333+nY8eOaRkDC+5jLVq0UFuJSNdnB/AoAzdo1N2jdH0meJSuzw7g0UyNR7Ztpr+++YwunDjm9Xj9th2p232DqXiZgv1t6uY4+FPfkR3nadHPuyjmTKLX4w3aVKIOd9aliBKhZBrS+4kJHp3U56+2pcdAAkguAm3hhFZYWBjpRv/+/emNN94oVMIuISEhcz+vQitRUVGZ+1z0JWty0XqPyxVqsd4jMTFR6+Qi9zEeRSoV6frsAB5l4AaNunuUrs8Ej9L12QE8mqXxn4ItP9C2xfNyL9jywBCqfVXBC7a4PQ7+0JcYm0LLftlDu1ed8no8qnwEdR3QgK5oVIZMRXo/McGjk/r81bb0GEhA3//4gfHwdN6UlBSPab1up0GDBn5N1hW15hNff91ikBXuY8ePH1dbiUjXZwfwKAM3aNTdo3R9JniUrs8O4NEMjVbBlh+eHeI1sagKttx8Ow368HOfJBbdEAdf6uPrv+Pv4zR+2EqvicXAwABq1bMG9X/9GqMTi27oJyZ4dFKfv9qWHgMJILkIfM6ljAz1rae/H3EXL9C5UyfV1t9ts2fwD+np6VonF3kk55o1a7KNCpWEdH12AI8ycING3T1K12eCR+n67AAe9dd4/vgxmvLWf2j256O8VoKuVLc+3f3OaOpy9wM+rQQtPQ6+0nfxVAJNG7WBFozdScnxnuuWV6pdkv71n9bU9tY6FBwaRKYjvZ+Y4NFJff5qW3oMJIBp0cDnJMbF0heDB5JJDPlmPEVGlSQ3MHnyZHr00UfV+hETJkxQFaAL+s0qV5jmBW47dOhAf/75p6pEbREcHExBQfr+4cPTv7kaNvuUiHR9dgCPMnCDRt09Stdngkfp+uwAHvXVyAVb1kz7hVb9PonSvRTjC42IoI7976Mre/SiwEDf/20nPQ5260tPzaD1cw/R2lkHKSPNc+ZQaEQwtbutDjXpWIUCAgNsaVMHpPcTEzw6qc9fbUuPgQRwZQAwnLFjx9K5c+fU/qRJkwqcXOTXTpw4Ue3PmzePtm3bRq1atcp2TkCAvn8A8RR1LmAjFen67AAeZeAGjbp7lK7PBI/S9dkBPOqpkas/q4Itx496PV6/TQfqOmgwlSjzf+twmx4HO/Ud33ORFo3fSRdOeh8VVeeqCtSpbz0qVlK/9eR17ycmeHRSn7/alh4DCWBaNACGc99996nKz1WrVqV+/foV+PVc7IWLzPBoxeuuu46aNm3qMS2aH7rCBW/WrVunthKRrs8O4FEGbtCou0fp+kzwKF2fHcCjXhoTY2No9hejafLwV7wmFkuUK0+3vvgG3fzsK35NLLohDnboS4pPpYXjdtLvH633mlgsXiaMej/WnHo+1BSJRZf2ExM8OqnPX21Lj4EEMHIRAMO566671KMo/Pzzz2QqPC2cK2IXtfCNqfrsAB5l4AaNunuUrs8Ej9L12QE86qFRFQxZupAWjf1WJRi9FWy56sZbqP1dAyg0PMIGxfrFoSj6+DV7156mpVP2UGKMZ4EInvTTvPsVdM1NtSg0HP+yu7mfmODRSX3+alt6DCSAOxXwORHFS6g1CE3zDP6B11vUec3F4sWLF3gquT+Rrs8O4FEGbtCou0fp+kzwKF2fHcCj+zVywZb5331Gh7du9nq8Up16dN3gx6lirTrkJNLjUFh9MWcTafGEXXR423mvx8tXL0Hd7m6otsD9/cQEj07q81fb0mMgASQXgc/hbz7dUtwEeFLU9RJ1Xm8RAAAAAMAtqIItf3DBlsmUnprqvWBLv3vpyutv9EvBFtNIT8+gTfOP0Jo/D1BaaobH8eCwIGrbpzY161qVAoOwehkAwF04etfi+epHjx6lw4cP5+sBQEFIS0ujixcvqi34h8jIyMz92NjYXM+LiYnJVhnL23vk9fqs78FVqHWOQXR0NE2fPl1tJSJdnx3AowzcoFF3j9L1meBRuj47gEd3ajy6fSv99OIT9Pfk8V4Ti/XatKdBI7+glj1vFpNYlB6Hgug7dSCGpryzllb8ts9rYrFm83I0YGgburL7FUgsatZPTPDopD5/tS09BkaOXOQ56qNHj6avvvqK9uzZU6DRTzonKIBvKjpxkRHegv8rvlKiRAmVGFywYAHdfPPNXs9buHBhZmKxdOnS2Y7VqlVLbc+fP0+bNm2iK6+80uP1KSkptHz58szzdY4B97FGjRqprUSk67MDeJSBGzTq7lG6PhM8StdnB/DoLo2JcbG0ZNwPtHXhXK/HS5QtT90ffITqtGpD0pAeh/zoS0lMo5V/7Kcti44SeVmqLbJkKHXuW59qtyyP2T6a9hMTPDqpz19tS4+BBAIu+XFFSq4Ye8stt9CsWbPUzwVpmm+2OlecdRIePXrFFVeo/SNHjlC1atXy/VpOEHPSNzg4mOrVq+dDleByWH+QDB06lIYNG5breX379qXJkyerEYWcRGzTJvsfk6tWraKuXbtSUlISDRo0iH744YdsxzmpyH2EF7TldSfmzJmTbUQk8+yzz9KoUaPU/qJFi6hLly4F8oJ+BQAAAABQeFTBlmWL/inYEuM50iYggAu29KH2/xroWMEW3dm/8Qwtmbib4i8mex4MIGrauSq1vbUOhUVgpTIAgDvyP3nh1zvZp59+SjNnzlT7YWFhNHDgQGrWrBmVKlXKnzKAIWRkZKiENBcT0Wnk3NatW9Ujr+MTJ07M9ly/fv0y919//XX6448/VHKwW7duNHjwYOrcubM6tmTJEvr6669VYrFYsWL00ksvebx/mTJl6LnnnqO3336bli1bRi1btqQhQ4ZQnTp16MyZM6py9Pz589W53bt3p3bt2qlY6BSDrKSmptKFCxfUCM+QkBCShnR9dgCPMnCDRt09Stdngkfp+uwAHuVrvHDiGM379nM6vHWT19dWrF2Pegx+jCrWrkuSkR6H3PTFXUhSScUDm856fV2ZKsVUwZZKtbEmvQn9xASPTurzV9vSY2DcyEVOQvA0ypIlS6rRUfXr1/dX08DAkYusKy4uTlV2Yn26wKMShw8fXqDX5PyYT5s2TSX3ed1Tb/BndNy4cXTTTTd5Pc5J2wcffJB+/PHHXNvkpOKvv/6qRkgWNAaS+1VOeF3PxYsXq9GZEr8oka7PDuBRBm7QqLtH6fpM8Chdnx3Ao1yN6WmptGbar7Ty90le11UMCf+nYEuLG9xRsEV6HHLqy8i4RFsXH6WV0/ZTapLnjLugkEBq3bsmtehRnYKwrqIx/cQEj07q81fb0mMgYeSiX5OLPBKKR0TxtM033njDX80CQ5OL3LX5wdOFdVrDxI7kInPw4EEaOXIkzZ07VxVM4hhyP+jduzc9/vjjVL169cu+74wZM9RIR/6ygKdL86hGXouCE5c8pZpHjRYmBpL7VU54VGZycrIajS1xdKZ0fXYAjzJwg0bdPUrXZ4JH6frsAB5lajy6Yyv99c1ndP7YEa/n123djq69/2EqUbYcuQXpcciq7/zxeFo4bhedPvh/RRGzckWj0tRlQAMqWT77UkJA/35igkcn9fmrbekxMC65WLFiRTp79ixNmTKFbr/9dn81CwxNLgL3gn4FAAAAAHB5uGDL0vE/0JYF3gu2FC9bjrrf/wjVbd3W79pMIDU5ndZMP0Ab5x+hSxme/1ZHlAihDnfWo/rXVNRqsAMAwL0c9VFy0a8p1xYtWmSaAcDX8NTdhIQEFAJyEBNiwP42btyothKRrs8O4FEGbtCou0fp+kzwKF2fHcCjDHhpm9njxtD3Tz/sNbHIBVta9b6F7v/oc9cmFqXHYfe64/Tja0tpw1+HvSYWG7WvTAOGtqUGbSohsWhwPzHBo5P6/NV23NmztOWddyk+Ntan7bgZvy5Ex9OhuTrtt99+S4888giFhob6s3lgIDontdyC7jFgf9HR0WJ9StdnB/AoAzdo1N2jdH0meJSuzw7g0XkunDxOc776lI5t3+L1eIVadej6h54QX7DFrXGIPpNIy3/Zk2vBllIVI6nrwAZUtX5pv2szEan9xCSPTurzdduXMjIo+o8/6NRHIyn4zBmKvaIaFbv7bp+05Xb8Oi2a+fvvv+nNN99U1Xb+85//qNGMvE4bcA5MiwbSQL8CAAAAAMhOalISrZo6hdb++Sulp6V5L9jS925qccNNFBgkv2CL20hJSqN1sw/RxnmHKSPN81/owOAAanVDDWrVs6Yq3gIAcDcJ6zfQqXfeoaQt//dFTlC5clRn9iwKKl6c3MpRH02L9uvIRS7ukJVFixbl+7U8lJyTDQAAAAAAAABgCjwWZM+q5bRo7HcUe+6M13N46nO3QQ9TVLnyftenOzzleffqk/T37/soITrF6zlV6pVSoxVLVyrmd30AAHtJPXaMTn80kmJmzvQ4ln72LJ376iuq8NxzjmiTTKAT1XsL+wCgIHAymodIIyntHCbEgP3NmjVLbSUiXZ8dwKMM3KBRd4/S9ZngUbo+O4BH/3Lu6BH65b+v05+j3vWaWCxWugz1ef4/dMvzr2mXWJQQh1MHYujXD9bRvDE7vCYWA0MvUds7atCtz7REYtHgfmK6Ryf12dl2Rnw8nf74Y9p3Y2+viUUm7JprKOrmm4vclo74fc1FAPwFl4jXoVS8mzEhBuyvTp06aisR6frsAB5l4AaNunuUrs8Ej9L12QE8+oeUxARa8etEWj9zGmV4WUuMpz3XbNORut/7b4oqrefafk7GIT46mVZO3Uc7V5z0ejwwMIAadapE5ZsEUJ36VSkgEAVbTP68mu7RSX12tG2tq3hm5ChKO33a6zkhNWpQ+r33UuXbb6PwiIgiKNYXv6+5COSBNReBNNCvAAAAAGAi/K/ZzmWLaPH4Hyj+wnmv51Rv2pyuvf8RKlutut/16U56agZtWnCE1s48SKnJ3gtEVG9chjrcVY/KVMZIRQDcTsL69XRqxDuUtHWr1+OBUVFU/rFHqXT//hSgSUHiozqsuQiAv/8446pRvNYnr9kJ/I8JMbCmfpcsWVIlQ6UhXZ8dwKMM3KBRd4/S9ZngUbo+O4BH33Hm0AGa//2XdGznNq/Hi5ctR13v+TfVb9tB/X117tw5xMHGv1kPbj5Ly37ZSzFnEr2eU7J8BHW8qx7VaFY2sx6A7p8FN2BCHKR7dFJfYdv+Z13Fjyhm5izvJwQFUem+fancE49TcOnS/7Sj+T23qOg7VxEYD//RFRcX57Oy9ODymBAD9rds2TK1lYh0fXYAjzJwg0bdPUrXZ4JH6frsAB7tJyk+jhb88BX99NJTXhOLgUHBdM2td9EDI7+kBu06qsQW4mAf54/H05+fbqKZX2zxmlgMCQ+i9rfXpf5D21DN5uUyvzA3IQZuwIQ4SPfopL6Ctp19XUXvicViHTpQ7am/U6U3XleJxcK0YyLip0UfP36c5s2bp/bvvfdep+Voia7TorlrZ2RkqPX+dB01J53CxkByv8oJJ04TEhIoMjJSjdCUhnR9dgCPMnCDRt09Stdngkfp+uwAHu2D1/natng+Lfl5DCXGeC9GULNFK+p230NUpkpVRzQ6ia89JsWn0poZB2jLomOqIrQ3GravTG1vqU3FSnqu52ZCDNyACXGQ7tFJffltW62rOI3XVRxJaWc8i2MxoTVrUoWXX6LiXbp4/O8qPQYSpkWLTy7OmTOHevXqpZITOlecdWvn2r9/PyUnJ6sPX4MGDZDEA0WGb0m7du1SW16Yt3bt2k5LAgAAAACwlZP79tCC77+kE3t3eT0eVb4idRv0ENVpdQ3+vraZjIxLtH3ZcVo1bb9KMHqjUu0o6viv+lSxZpTf9QEA7CVh3To69c67ea+r+Phj/6yrGBJCunPUR8lF10yLFp4DNZbQ/7+oKceHM/mS4BFziYmJagvcEwPuR9bn3epfkmF/W7duVVuJSNdnB/AoAzdo1N2jdH0meJSuzw7gsYjvHRtDf339Pxr/n2e9JhaDQ0Kp3Z0DaNDIz6nu1W1yTSwiDoXj2O4LNHnEGlr88y6vicViJUPpuvsb0+0vtLpsYtGEGLgBE+Ig3aOT+vJqm9dVPPrMM3Ro4N3eE4u8ruLAgVRnzmwqc++9eSYWpcdAAq5JLgKZREX93y/d8+fPi0oCs5bU1FRRmkyjoDHg87gfeetfUmF/p0+fVluJSNdnB/AoAzdo1N2jdH0meJSuzw7gsXBkZKTTpr9m0vdPP0yb58/mP3o8zqnbuq1KKra/awCFhIb5XaM07PQYcy6RZn+9laaO3EDnjnqumRYUHEitetWgAcPbUoM2lfI1WtSEGLgBE+Ig3aOT+ry1rdZVHD2a9vW6kWJnzfb6umIdO1LtaVOp0uuvZa6rWNB2gEunRfMNXueiEG4dFssj0nbv3p2ZPCpevDiVKVNGrUWAKRwgv1gjXzmxaC2Sy/2nfv36akkEAAAAAAC3cnz3DlUF+vSBfV6Pl65chboNephqtWjld226k5qcTuvnHqINcw9Teqr3mTS1W5anDnfUpahyEX7XBwCwD7Wu4tRpdGbUqNzXVaxViyq+/BIV69zZ2HzFUR9Ni/ZJDe1t27bRiBEjVDLw1VdfpebNm6vnlyxZUuD32rJliw8UArvgxE/VqlXp2LFjKkHEiSF+8AfV7QudAv/B94qs33Nw/+F+hcQiAAAAANxK/MULtPTnH2nb4n+KU+YkOCyM2t7ej1r1vpWCDVjny5/w35V7156mv3/bS3EXkr2eU6ZKMer0r3pUrWEZv+sDAPhgXcUR71DStm1ejweWLEnlH+N1FfsZsa6iE/gkudi3b1/asWOH2ud56fxgunbtamx2WGdKlCiRLcHI8NbpAjw8qpKLzXBRECSp3BMDK7HI/coNxMTE0MqVK6lt27Yip3FL12cH8CgDN2jU3aN0fSZ4lK7PDuDx8mSkp9PGuTPo78njKTkh3us59dt1oi53P0BR5co7otENFNbjmcOxtHTSbjqxz3sF7rBiwdTm5trUpFMVCgwq/P8IJsTADZgQB+kendR3fudOOjD8TYrcsMH7CbyuYr9+VO7xx/I1/dmtMdA2uchDK60Ek7WfFeEzsUEh4EQQT2HlUYv8wUtJSXF8GjsntlhHcHAwkovCY8CjXLl4C9+oeWq9m+IVEhKihpXzViLS9dkBPMrADRp19yhdnwkepeuzA3jMmyPbt6gq0GePHPJ6vGy16nTt/Q9T9aZXOqbRLRTUY0JMCq2ato+2/32CyMu/mwGBAdS0c1W65uZaFF6s6NfNhBi4ARPiIN2jE/rSY2Lo3Ndf07mxP1FkSkqu6yryFOiwunW1j4G2ay4+99xzNGrUKLX/1FNPZe5zwoBHJb333nvUunXrfL3X6tWr6aWXXsKaiy6ccw8AAAAAAIAJxJ4/S0vG/UA7ly/2ejw0IkJVgW7Z82YKCvbJ+A5jSU/LoC2LjtKa6QcoJcn7/4vVGpamjnfVo7JVi/tdHwDAPi6lpNCFCRPo7OdfUHq099HJobVrq6Ri8c6d/a7PDbhqzcWPPvqIHnroITVqqVGjRh7HeQ3GLl265Ou9kpKSfKAQmABPy+aRlDwSjkfOAf9jQgyke5Suzw7gUQZu0Ki7R+n6TPAoXZ8dwGN20tNSaf3MP2jFrxMpNSnR6zmNO3WjTgPvp+Kl7VvbD3H4h0Nbz9GyKXvo4qkEr8ejyoVThzvrUa0ry9m+PJcJMXADJsRBukd/6OMxcbFz5tDpj0ZSqpfZsZnrKj7+OJXu19f2dRWlx0ACPpt72KBBA6+JRQD8BX/4Fy9enFl9GPgfE2Ig3aN0fXYAjzJwg0bdPUrXZ4JH6frsAB7/j4ObN9CPLzxBS8b/4DWxWL56Teo7/D3q9fhztiYWC6LRzeTlkZOJ0/+3ST28JRaDw4Ko7a21qf/QNlS7RXmfrPtvQgzcgAlxkO7R1/oS1q+nQ/3607Gnn/GaWLwUGEiRd91FdWbPojL33O2Tgi3SY6DttOjcsKZFz5o1i66//vp8vWbOnDnUq1cvTIv2IbpOi8a3C85jQgyke5Suzw7gUQZu0Ki7R+n6TPAoXZ8dwCNRzJnTtOinb2nPqr+9vj6sWDHq0PceuvK6XhQYFOSIRh3w5jE5MY3WzjhAmxcepYx07//GNmhTidreWoeKlw7zuz7gf0yIg3SPvtKXfOAAnRk5kmL/mpfrOcWuu44iHxpMpRo39um1kR4DbadF5wWKuQB/wR/6UqVKOS3DaEyIgXSP0vXZATzKwA0adfcoXZ8JHqXrswOTPaalpNDaP3+jVVOnUFpKstfXNu12PXUacB9FRpV0RKNOZPV4KeMS7VhxglZO3UeJsalez69QowR16lufKtUu6Xd9wDlMiIN0j3brSzt3js5+9hldmDSZKJcBZhEtWlCFF1+gyKuuIn8gPQYS8Gty8cyZM2pbsmT+b/hVq1al++67z4eqgK4kJibSwYMHqWbNmhQREeG0HCMxIQbSPUrXZwfwKAM3aNTdo3R9JniUrs8OTPW4f/0aWjjma7p46oTX11SsXY+6P/gIVa7bwDGNumF5jMgoQ6unHaYzh2O9nhcZFUrtbqujRixyRWh/69M5Bm7AhDhI92iXvozERDr/44/0/9h7D+g4jiv7+05CzpkACYAkmHPOOYI5B1ESRcly/K+z12t7bVnyfru21zmsbckSRVEUo5hzzjmAGSRA5JxzmITvVEGgKHoGGBAzPdXd73cOzoBENfrefjWNmTdV75W+909Ya2ttjjHExiLiu9+F/6yZfHerVNdG9BgouuaiLUJDQ/lXe5aR9u/fH+vXr+dfBNEeTCYTX+bLHgn3oIYYiO5RdH3OgDyKgRw0Kt2j6PrU4FF0fc5AbR4rCvKx61dv8y9biUUv/wDM+PK/Yc3/91vJEovPa1QqFcW1uPppLg78+b7NxKJWr8HQWbFY885o9B7TSdLEolpiIAfUEAfRPXZUX5PFgopPd+LJ7EQU/+GPNhOLuqAgRP74x+i+fx8CZs96WkdVqmsjegxUV3OREBOl1lwkCIIgCIIgiBfB1NiAq3t24NreT2Gx8WZSo9Fi4IxEjFv5Mrz9/N2iUakYG8xIOp6NW0czYTZabY6JHxiGccsSEBThI7k+giCcR835Cyj63/9F46NHNn+u8fBAyNpXEfrlL0PnT/daZ6CYmosEQRAEQRAEQRAiwtZdpF69hFMfvYfqkuaSTs8T3bMPpr7+VUR27S65PiVjtVjx8GI+ru5LR12V0eaY4CgfjF/RA7F9QyXXRxCE82hITkbR//4GtRcu2B6g0SBwwXyEf+tbMERHSy2PEH1bNEFISVVVFU6ePMkfCfeghhiI7lF0fc6APIqBHDQq3aPo+tTgUXR9zkDJHgvTn2DbOz/C3t/9t83Eok9gEGZ//TtY9c6v3Z5YVFIcWEI3404JtvzXNZze9MhmYtHTR8+Tiit/OlKYxKKSYiBn1BAH0T22R5+poAB5//EjpC9eYjex6DNmNLp+ugPRv/pVm4lFqa6N6DEQAVq5SCgWg8GAiIgI/ki4BzXEQHSPoutzBuRRDOSgUekeRdenBo+i63MGSvRYW1GO81s+wr3Tx1mm619+rtFqMWT2fIxd/hI8fXwhAkqJQ1FmFS5+morcxxW2B2iAXqMjMW5JD3j7e0AklBIDuaOGOIju0RF9lpoalL77Hm/Y0tTYaHOMZ48eiPjB9+E7YcLTmorOOLcaYiACVHORoJqLBEEQBEEQhOowG424cWA3ruzeDlNDvc0xXfoOwNR1X0FYbLzk+pRMVUk9Lu9JQ8q1QrtjYvuFYuyS7giN8ZNUG0EQzqPJZEL51m0o+etfYSkvtzlGHx6O8G99E4GLF0Oj00muUW3kUM1FgmgfFosFdXV18PHxgY5uUm5BDTEQ3aPo+pwBeRQDOWhUukfR9anBo+j6nIESPLK1FY8uncO5Tz5EVXGRzTF+IWGYsOY19Bk3yeEVNFIi1zg01Jpw/VAG7p7OgdVse41LWBc/jF2agOgegdwj8yqiR7nGQGmoIQ6ie7Slj91nq48fR/FvfgtjZqbN47Q+Pgh980sIWbuWf++sc6sxBiJANRcJxVJdXc3rIrBHwj2oIQaiexRdnzMgj2IgB41K9yi6PjV4FF2fM5C7x4LUx9jy1g9x4I+/tplYNHh6YdjC5YiYPh/R/QcLmViUYxzMJgtuHc3Cxz+9hNvHs20mFv1CPDF9XV+s+NEIdOkdIrxH0fWpBTXEQXSPz+urT0pC5pqXkftv37SdWNTpELR6FbofPYKwr33thROLts6t1hiIAG2LJhS7LdpsNqOyshKBgYHQ62mRrjtQQwxE9yi6PmdAHsVADhqV7lF0fWrwKLo+NXusLivB+U824MG5U7YHaDToN2kaxq96FV7+AcJ7lEscmqxNSLleiMu701Bd1mBzjIe3HsMS4zBwSmfoDTrZeBRdn1pQQxxE99iiz7uyEmV//BOqjxyxO9Zv2jREfO+78OzWTVbXRvQYiJD/oeQiodjkIkEQBEEQBKFuTI0NuL5vF67u3QGznSYCnfv0x+RXv4TIbgmS61MyOY/KebOW4izbK320Og0GTOqM4XPi4eVHTRIIQq6Yy8tR8n9/Q/mWLYDJZHOM18CBiPzB9+EzYoTk+ogvQjUXCaKdNDQ0ICsrC7GxsfDy8nK3HFWihhiI7lF0fc6APIqBHDQq3aPo+tTgUXR9avLYZLXi4YUzOLd5A2pKS2yOCYyIxKSX30DCyDFf2P4sB48iayzNq8GlXU+QebfU7piE4REYvbA7AsO9ZelRDvrUghriIKpHa10dyjZ+jNL33oO1psbmGEPnzoj47nfgn5jokjITUl0bUWMgEpRcJBRLY2Mjnjx5gsjISLoBuAk1xEB0j6LrcwbkUQzkoFHpHkXXpwaPoutTi8e8xw9xasN7vL6iLTy8vTF6ySoMSVwAvcEgS48iaqytbMTVvWl4eDEf9vbGdUoIxLilPRDZNUCWHuWkTy2oIQ6iebQajajYth0lf/87LCW2P7zRBgYi7GtfRfBLL0Hr4SH7ayNaDESEtkUTtC2aIAiCIAiCkD2sQcvZTz7Eo4tnbf5co9FiwLSZGLfiZfgEBkmuT6kYG8y4dSwLSceyYDZabY4JjvLBmMXdET8wTNgmOQRBtE6TxYLKvftQ8pe/wJSba3OMxmBA8CuvIOwrX4YuMFByjUTb0LZogiAIgiAIgiCI5zA21OPq7h24sX8XzCajzTGx/Qdh8to3ER4bL7k+pWK1WPHgQj6u7k9HfZXt6+4d4IGR87qi77hO0Oq0kmskCKLjsPVo1cePo/iPf4Qx9YndcQHz5iH829+GR+cYSfURYkB3eEKxsDbxZ86coXbxbkQNMRDdo+j6nAF5FAM5aFS6R9H1qcGj6PqU5pHVVbx36hg++NaXcWXXVpuJxeBO0Vj07z/Fsv/8L4cTiyJ5FFEjSzSkJRVj8ztXceaTRzYTi3oPLYbPjcfL74xG/4kxL5RYFD0OoutTC2qIgzs91l68iIwVK5H7b9+0m1j0GjsWZT/5MQLe+pnkiUWpro0a5llHoZWLhGLR6XS8VTx7JNyDGmIgukfR9TkD8igGctCodI+i61ODR9H1KcljzoN7OPXReyhKt/1m19PXF2OWvoTBs+ZApzfI0qOIGgvSK3kH6PzUSps/Zzue+4yL5qsVfYM8O3Qu0eMguj61oIY4uMNj/e3bKPr9H1B3+bLdMd7DhiHiO98G+vZF5ePHbomBVNdGDfOso1DNRYJqLhIEQRAEQRCyoKKwAGc3fYCUKxdt/lyj1WLQjDkYu/wlePu33TSEcIzK4jpc3p2G1BtFdsfEDwjF6MXdERrtJ6k2giCcR8Pjxyj+459Qc+KE3TGevXvzpKLvxIlUQ1WG5FDNRYJoH1arlXd18vT0hFZLFQDcgRpiILpH0fU5A/IoBnLQqHSPoutTg0fR9cnZY2NdHd/6fPPgHljMZptjug4ehkmvvIHQzrGKj6NUGhtqTLh2MB33zuTCarG9JiU81h9jlyagc69gp55b9DiIrk8tqCEOUng05uSg5M9/5g1b7LV794iLQ/i3vgn/2bP5BzlS6rOHVOdWwzzrKHRVCMVSVVWFo0eP8kfCPaghBqJ7FF2fMyCPYiAHjUr3KLo+NXgUXZ8cPVqtFtw5fhjvf+tNXNv7qc3EYkhMFyz50dv8q6OJRbnE0dUazSYLbh7JxMafXsKdkzk2E4v+oV6Y8UZfLP+P4U5PLMohDqLrUwtqiIMrPZqKilDwzi/wJHEOKvfstZlY1EdGIuqdt9Ft/z4EzJnzhcSiq/W1hVTnVsM86yi0LZpQ7LZok8mE8vJyBAcHw2BoX60dwjmoIQaiexRdnzMgj2IgB41K9yi6PjV4FF2f3Dxm3k3CmY/+ieKsDJs/9/IP4NufB01PhNaJdbDkEEdXaWyyNuHx1QJc3puGmrJGm2M8ffQYlhiPgZM7Q2dw3VoV0eMguj61oIY4uMKjpbISpf98H2UbN6KpocHmGF1QEEK/8hUEv7QaWk9PIWMg1bmVNM9clf+h5CKh2OQiQRAEQRAEIT/K83Nx5uMP8OT6FZs/Z4nEIbPnYfSS1fDyo/p+ziI7uYw3aynJrrH5c61ewxOKLLHo5SvvN9cEoVasdXUo+2gjSt9/H1Y7nY+1Pj4IWbcOIeteg47usYojR8k1F19//fV2H8MKh77//vsu0UMoA1YTgT1x2JOF1UYgpEcNMRDdo+j6nAF5FAM5aFS6R9H1qcGj6PpE99hQU4PLOzfj1uEDsFps11XsPnwUJq55HSHRMVBzHJ2psTS3Bhd3piLrfpndMT1GRGL0wm4ICPOGVIgeB9H1qQU1xMEZHq1GIyq2bUfJ3/8OS0mJzTEaDw8Ev/QSQr/yZeiDg2URA6nOrYZ5pojk4ocfftiupCJbbEnJRaItGhoa8PDhQ4SFhdENwE2oIQaiexRdnzMgj2IgB41K9yi6PjV4FF2fqB6tFgtuHz+Ei9s/QUO17XpWYbHxmPzqlxA3YDBcjRzi6AyNNeWNuLovDcmX8u31b0BMzyDerCUiTvrO26LHQXR9akENceiIxyaLhTdpKfnLX2DKzbU9SKdD0JLFCPv612Ho1ElSfR1FqnOrYZ4pYlv0lSu2tzw8T2pqKn7+85/jyZMnPLlosVhcrk0N0LZogiAIgiAIwh2kJ93AmY3vozQny+bPvQMCMX7lK+g/dQa0WufVVVQzxnozbh7NxO3j2TCbrDbHBEf5YOySBMQNCOXvuwiCkBcszVN9/DiK//hHGFOf2B0XMCcRYf/2b/Ds2lVSfYT7UPS26FGjRrX685KSErz99tt47733YDQaMX78ePzqV7+STB9BEARBEARBEM6jNCcbZzb+kycXbaHT6zF0zkKMWrwCnj6+kutTIhaLFQ/O5eHagXTUV5tsjvEJ8MDI+V3RZ2wnaHWua9ZCEITrqL14EUW//wMa7t61O8Z34gREfPvb8OrbV1JthHIR+i9GXV0d3nnnHXTv3h1//etf0aNHD+zZswdnz57FmDFj3C2PEJyamhqcP3+ePxLuQQ0xEN2j6PqcAXkUAzloVLpH0fWpwaPo+kTwWF9dhRMf/B0bfvANu4nFnqPG4bXf/R0T16xzS2JRDnFsj0a2gintVjG2vHMVZ7c8tplY1HvqeFJxzTuj0W9CjBCJRdHjILo+taCGODjqsf72bWS+tg5Zr79hN7HoPWwY4j7eiNh333VaYtGdMZDq3GqYZ4pYufg8bLvzP/7xD/ziF79AYWEhX6b5hz/8AWvXroVW6/4/dIQ8YFs4vL29aSuHG1FDDET3KLo+Z0AexUAOGpXuUXR9avAouj53erSYTUg6chCXPv0EjbW1NsdExHfHlLVvonPf/nAncoijoxoL0ip5B+j8J5W2f49Wg77jozFibjx8A8WqIyZ6HETXpxbUEIe2PDY8foziP/4JNSdO2P0dnr17I+I734bvxIlOv1bujIFU51bDPFNEzcVn2b59O/7zP/+T11cMDAzEf/zHf+Cb3/wmvLy83C1NsVDNRYIgCIIgCMIV8FVzN6/yuorl+Xk2x/gGBWP86rXoN3EqNLSQwClUFNXh8u4neHKz2O6Y+IFhGLO4O0I60bZzgpAjxpwclPz5z7xhi72uTB5xcQj/1jfhP3s23V8J5ddcZJw+fRo//OEPcf36dXh4eOB73/sefvzjHyMoKMjd0giZYrVaYTabodfracWrm1BDDET3KLo+Z0AexUAOGpXuUXR9avAouj6pPRZnpuP0R/9E1r3bNn+uN3hg+PzFGLFwGTy8vCEKcoijPY31NUZcO5CB+2dyYbXaTjZExPlj3LIERPcIhsiIHgfR9akFNcTheY+moiKU/v0fKN++HTDZrp+qj4xE2De+jqDFi6ExGCTVJyVSnVsN86yjCHFVEhMTMW3aNNy8eZNvfU5JScGvf/1rSiwSHaKqqgqHDh3ij4R7UEMMRPcouj5nQB7FQA4ale5RdH1q8Ci6Pqk81lVW4Ni7f8HGH37LbmKx97hJWPeHv2PcyleESizKJY7PazQbLbhxOAMf/+cl3D2VYzOxGBDmhZlf6odlPxwufGJRDnEQXZ9aUEMcWjxW5OSg6Le/w5OZs1D+ySc2E4u6oCBE/PCH6H70CIJXrHB5YtHdMZDq3GqYZ4rYFs0yv2zvenx8PHr16uXQMWz8gQMHXK5NDSh1WzTrLM46jYeFhfHVsIT0qCEGonsUXZ8zII9iIAeNSvcouj41eBRdn6s9mk0m3Dq0F5d3boWxvs7m8Z0SemHy2i8humcfiIoc4tiiMSQkFBm3ynBlbxpqyhttjvX01WPEnK7oPzEGOoMQa0sUEQfR9akFNcShoaICee+9B9O27bBWV9sco/XxQci6dQhZ9xp0fn6qiYFU51bSPMtxUf5HmORie2HJRdb4heg4Sk0uEgRBEARBEK6HvZ1IvXoJZzZ9gMrCAptj/ELDMHH1Wr5ikep+OYesB6W4uPMJSnNsdy/V6bUYOKUzhs6Og5ev61cvEQThXKyNjajYth0l//gHLCUlNsdoPDwQ/NJLCP3Kl6EPFn9FMuF+FF1zMT093d0SCAXS2NiIgoICREVFwdNTrO53akENMRDdo+j6nAF5FAM5aFS6R9H1qcGj6Ppc4bEwLRWnN/4TOQ/u2Ryv9/TEyAXLeG1Fg6c8GjSKHsfi7Gpc+DQFuckVdsf0HBWJUQu6ISBUrC3nSoqD6PrUghLjYG1oQMXWrSj95/swF9tpyqTTIWjJYoR9/eswdOoEtcZAqnMrcZ45GyE+NoyLi3uhL4Jojfr6eiQlJfFHwj2oIQaiexRdnzMgj2IgB41K9yi6PjV4FF2fMz2WFuTh8N/+gI9//B27icW+E6fi9T/8A2OWrZZNYlHkOJYX1OLIe/ew7f+7ZjexGNMrGCt+PAIz1vWTdWJR5DjIRZ9aUFIcrHV1KF3/IVKnz0Dh//zSbmIxYE4iuu3fh06/+IXbE4vujoFU51bSPHMVQmyLJtwLbYsmCIIgCIIgHMFkbMTNA3twZdc2mBobbI6J7tUXU179EqISekquT4lUldbj+oEMJF/Kh713biHRvhi7JAGx/UJ4+SiCIOSVVCzfvBmlH6yHpbTU7jjfiRMQ8e1vw6tvX0n1EcoiR8nbogmCIAiCIAiCEBer1YKH507jwraPUV1iZzVNeAQmrlmHnqPHU4LLCdRWNuLG4UzcP5cLq9l2VtE30AMjF3RD7zGdoNXSNScIOWGtrUXZJ5+gjCUVy8vtjvMdOwZh3/gGfIYNk1QfQcgmuVhbW4vy8nJYrVaHxsfGxrpcE6EcampqcO/ePfTv3x9+EnfMItQTA9E9iq7PGZBHMZCDRqV7FF2fGjyKru9FYJucMm7fxLlN61GclWFzjMHLG6MWLcewuYugl3kXTRHi2FBrwq1jWbhzMhtmo+33SR7eOoT10WLy0gEIDg2EEnF3HOSuTy3IMQ6WmhqUf7wJZR9+CEuF/dqpvuPG8aSitWcP3GEea2qE9OjOGEh1bjnOM8UnF9kLlD/84Q/4xz/+gZSUFIePY59+ms1ml2ojlAWbM6wTOX1y7j7UEAPRPYquzxmQRzGQg0alexRdnxo8iq6vvbBmLWc3rUfWvdu2B2g06D95BsavegW+QcrpUuquOBobzLhzMocnFo31tt/36D20GDS1C3qOC0Nq+iN4eCl3I5rozyfR9akFOcXBUl2N8o8/RumHG2CtrGx1+3P4178O78GDny7KEtmjO2Mg1bnlNM9UUXPRYrFg4cKFOHToEP93e07NgsiOJ5wP1VwkCIIgCIIgWqgsKsD5LRuRfOGM3TFd+g7A5LVvIiK+m6TalIjZZMH9s3m4cTgD9dUmm2O0eg36T4zBsNnx8AmQ/+pQglATlqoqlG3ciLINH8FaVWV3nN+kSQj7xtfhPXCgpPoIdZGjhJqLf/7zn3Hw4EH+PWvf/fLLL2PAgAEIDFTmUn7CvbDkNdtyT58wuA81xEB0j6LrcwbkUQzkoFHpHkXXpwaPoutri7qqSlzZuRVJRw/CarG9ci60SxzGr3oV3YaO4D6ViFRxtFqsSL5UgGsH0lFT3mhzjEarQe8xURgxtyv8Q7wUM9ccQXSPoutTCyLHwVJZyROKLLFora62O85v6lSEsZWK/fvJzqO79Ul1btFjIAKSJhc3bNjAH1ky8cqVK+jZkzrIEa6jsrISZ86cwaRJkxAUFORuOapEDTEQ3aPo+pwBeRQDOWhUukfR9anBo+j67MG6Pt88uBdX9+yAsb7O5hi/0DCMW74G0YOG4dy5cwhLqJKVR5Hi2GRtQuqNIlzZl4bKonq743oMj8DI+d0QFOkjuUYREN2j6PrUgohxYHUUSzdsQPnGj2GtqbE7zm/6NL79ua3uzyJ6FEWfVOcWPQaqSy4+fvyYZ3m/853vUGKRcDk+Pj4YOnQofyTcgxpiILpH0fU5A/IoBnLQqHSPoutTg0fR9T2P1WLBvdPHcWn7JtSUl9kc4+nji5GLlmNI4nwYPDxhNBpl5VGkOPLmOHdLcWVPGkpz7Scc4geE8g7Q4V38JdcoEqJ7FF2fWhApDubycpSt/5DXVbTW2f6ghuE/cybCvv41ePXuLTuPoumT6tyix0B1NRcjIyNRUlKC7du3Y8mSJVKdlmgDqrlIEARBEAShHtjL/yc3ruL85g0ozcmyOUan12PwrHkYtXgFvP0DJNeoNHIelePy7icoTLdfby2mZxBGL+qOqG5UMoog5IS5rAxl69ejbNMnaLKXVNRo4D9rFsK+9jV49aKFVoT7UETNxcGDB+P48ePcDEG4GvbJelFRESIiIuDhQYWv3YEaYiC6R9H1OQPyKAZy0Kh0j6LrU4NH0fUx8h4n8w7Qucn3bQ/QaNBn/GSMW/EyAiMiZemxozjTY0F6JV+pmJNcbndMRJw/Typ27h3scC0vioP7EV2fWnBnHMylpSh9/wOUb96Mpno7JQ40GgQkJiLsa1+FZ48eipxr7tQn1blFj4EISFqF+a233oJOp8M///lPHhyCcCV1dXW4ceMGfyTcgxpiILpH0fU5A/IoBnLQqHSPoutTg0eR9ZXl5WLv7/4bm3/6fbuJxbiBQ/DKL/+IOf/vezYTi6J7dBbO8Mi2PR/4vzv49Fc37CYWQ6J9kfjVAVj2H8PRpU9Iu5oEUBzcj+j61II74mAuLkbhL3+F1GnTUfbBB7YTi1otAubNQ7f9+xDzu9++cGJRDnPNnfqkOrfoMVDdtmjGxYsX8c4778BkMuEnP/kJX80YEhIipQRCJdui2dS2WCw8oU0dndyDGmIgukfR9TkD8igGctCodI+i61ODRxH11VaU49KOzbhz4jCarFabYyLiu2PCmtcQP3CILD06m454rCiqw9V96Ui5XgjYeZcVEObFG7X0GBEJrfbFriHFwf2Irk8tSBkHU1ERyt5/H+VbtqKp0XaHd5ZUDJw/D6Ff+So8u3VVxVxzpz6pzn2r8Bbeu/Me/n3kvyM+MB5yJkdu26JZcNvi9OnTDv8+NlHMZnMHVRFqgs0ZvV7Snf+ECmMgukfR9TkD8igGctCodI+i61ODR5H0GRvqcX3fTlzft4t3g7ZFQHgkxq98Gb3HTYJGq5WdR1fxIh6ryxpw/WAGHl7M592gbeEb5Inhc+LRZ1wn6HQd20BGcXA/outTC1LEwVRYiNL3/omKbdvQZG8Hpk6HwPnzEfbVr8AjPl5Vc82d+lx5bpa4vFpwFe/eeZc/MsLuheGdce+45Hxyx2XbolkgnP1FEO2htrYW165d44+Ee1BDDET3KLo+Z0AexUAOGpXuUXR9avAogj6L2Yykowfx/jff5CsWbSUWvfz8MfnVL2Hd7/+OPhOmOJxYFMWjq2mPx/pqI85vT8Gmn13Gg/N5NhOLXr4GjFuWgJffGY3+E2M6nFhsr0a5IrpH0fWpBVfGwZSfj4J3foEn02fwDtA2E4ssqbh0CbofOojoX/6P0xOLcphr7tTninOz3NPZnLN45dAr+NLRLz1NLDL2PtmLvJo8p51LSehdWV+RINwJuymw7feUmHYfaoiB6B5F1+cMyKMYyEGj0j2Krk8NHt2pj50z5epFnN/8Ecrzc22O0Rs8MHTOAoxYuAxevn6KjIEzcMRjY50JScezcftENkyNFptjPLx0GDwjFoOmdoGHt3PfdlEc3I/o+tSCK+JgystDybvvovLTnWgymWwP0usRtHgRQr/yFXi4uKyY6HPN3X/7nHVua5MVJ7NO8pWKD8se2hxjabJg08NN+MGIH3T4fEpD8pqLhHgoteYiQRAEQRCEGsh5eI93gM5PeWTz5xqNFv0mT8PY5WvgHxomuT4lwRKJd0/n4OaRTDTW2S7ZpDdoMWBKZwydGQcvP4PkGgmCeDGMObkoffddVOzaBdhLKhoMCFqyBKFvvgmPzjFSSyRcgNlqxuGMw/jnnX/iSeUTu+MivCPwWv/XsLTHUvgYfCBXcuRWc5EgCIIgCIIgCNdRmpOFs598iLQbn2/Zep5uQ0dgwuq1CIuVdwF6d2MxWXH/fB5uHMpAXZXtmmtanQZ9x0djeGI8r69IEIQ8MGZno+Qf/0Dl7j2AnT4PGoMBgcuWIuzNN2GIjpZcI+F8TBYT9qXtwz/v/hPZ1dl2x8X4xeD1/q9jYcJCeOro3i55zUWCcDcVFRXYu3cvfyTcgxpiILpH0fU5A/IoBnLQqHSPoutTg0ep9FWXleDI3/+EDd//f3YTi1EJPbHirf/B4h++5dTEougxcLZHq8XKm7Rseusyzm19bDOxyBqU9h4dhTVvj8ak1b0kSSyqLQ4iIro+tdCROBgzM5H345/gyexEVO741GZiUePhgeA1a9D92FF0eusttyQWRZ9r7tT3IuduMDdgc/JmzNk1B29dfMtuYjE+IB7/Ne6/sG/xPsyMnIkjB44IGwMRoJWLhGLx9vbGwIED+SPhHtQQA9E9iq7PGZBHMZCDRqV7FF2fGjy6Wl9jXS2u7tmBmwf3wmxstDkmKKoTxq9ai56jx/EummqLgTNg3gYMGID85FocPJyM8oI6u2O7DwnHyPndEBLtK7lGNcRBZI+i61MLLxIHY0YGSv72d1Tu3w9YbNdM1Xh6ImjFCoR+6Q0YIiPhTkSfa+7U155z15nqsP3xdnx4/0OU1JfYHdcjuAe+PODLmBE3Azqtrt3nUStUc5GgmosEQRAEQRACYzaZcOfYQVzauRUN1VU2x3gHBGLMstUYOG02dHpaP/CisLdGmfdKcWVvGkqya+yOi+0XglELuiEiLkBSfQRBvDiNaeko+fvfULX/AGC12hyj8fJC8MqVCHnjdRgiIiTXSDifKmMVtiRvwcYHG1HRaH/lYb/QfvjKwK9gUpdJ0GqUu8k3h2ouEkT7YF2jSkpKEBYWBoOBimm7AzXEQHSPoutzBuRRDOSgUekeRdenBo/O1tdktSL50jlc2PIRKosKbY7Re3pi+LwlGDF/MTy8XV9gXvQYdCSpmHW/DFf3p6Mow3YCl9EpIRCjF3ZDdI9guBOlxkFOHkXXpxYciUPjkyd8pWLVwYOtJxVXr0bo6+ugDw+HSIg+19ypr7VzlzeU84Qi2wJdY7L/YdHQiKE8qTgmeozdFf+ix0AElJuOJVRPbW0trl69yh8J96CGGIjuUXR9zoA8ioEcNCrdo+j61ODRmfoy7yZh00++i4N/+l+biUWNVotBMxLxpT/9E+NWrJEksSiHGLzoSsUdv7qB/X+5bTexGNbFD/P+bRAWf2+o2xOLSoyDHD2Krk8ttBaHxpQU5H73u0ibNx9VbAu0jcSixtubr1JMOHEckT/8d+ESi3KYa+7UZ+vcxXXF+M2132DWp7Pw3t337CYWx3Qag/Wz1mND4gaMjRnbaikR0WMgArQtmlDstmir1co/YWCfLGi1lEd3B2qIgegeRdfnDMijGMhBo9I9iq5PDR6doa8oIw3nPvkQGbdv2h3TY+RYjF/9KkKipX/NJnoM2ptUvMZWKmZW2x0XHOXDayqy2ooarfNrWKo9DnL2KLo+tWArDg2PHqPkb39D9ZEj7Mlu8zitjw9v1BKy7jXoQ0IgMqLPNXfqe/bchXWF+ODeB9iZshNG678232phcufJeHPgmxgYPlAxMWgPtC2aINoJe9J7elKreHeihhiI7lF0fc6APIqBHDQq3aPo+tTgsSP6qoqLcGHrRjw4f9rum+HoXn0xcc06xPTqA3chegyclVQMCPfGiDnx6DkyElqdeG8k5R4HJXgUXZ9aeDYODcnJKPnr/6H62DH74319Efzyywh5bS30we5fhayEueZOfezchY2FeP/G+9ibuhfmpn/t+M3QQIOZ8TPx5oA30Sukl+JiIAKUXCQUS11dHZKTk9G7d2/4+EizVYhQXwxE9yi6PmdAHsVADhqV7lF0fWrw+CL66muqcWXXNiQd2Q+LyWRzDFuhOOGl19B9+CiXdIBWUgyckVQcOD0aZt8SxPYNFDKxKOc4KMmj6PrUAovDo8OHEXzsGOpPnbY7Tuvnh+BXXkbo2rXQBQVBTog+19yl71HZI7x3+z0czTqKJtj+UE6n0WFut7l4Y8Ab6BbYTbExEAFKLhKKxWKx8JoI7JFwD2qIgegeRdfnDMijGMhBo9I9iq5PDR7bo89sNOLW4X24snsbGu3UcPINDsHY5S+h/+QZ0Op0EAHRY+CMlYq1dbVISsoS2qPc4qBEj6LrUwP1d++i8E9/hte5c6i3M0br74+QV19FyKuvQBcYCDki+lyTUh+7p98ovIH3772P87nn7Y7Ta/VYlLAIr/d/HV38m7cAKzkGIkA1FwnF1lwkCIIgCIIQDavVgofnTuPC1o9RXVpsc4yHtzdGLFiGYXMWwuDlJblGJaCU7c8EQXyRJqsVNadPo/SDD1B//YbdcdqAAISsfRUhr7wCXUCApBoJ52NtsuJ09mmeVLxTfMfuOE+dJ5b1XIbX+r2GKN8oSTXKBaq5SBAEQRAEQRAyTnZlJN3A2U8+RElWhs0xWp2ed4AevXQVfALkucJGiKTi3VJcO9B6UjEw3BvD58aj5whKKhKEHLA2NKBy926UfbgBxgzb91AGW53ImrSwuoo6Pz9JNRLOx2Qx4UD6Aay/tx5plWl2x/nofbCy90q82vdVhHmHSaqRaIb+khKKpbKyEgcOHOCPhHtQQwxE9yi6PmdAHsVADhqV7lF0fWrwaE9fwZMUbP/FT7Dzlz+3m1jsNWYC1v3ub5i67itCJxZFjQFP3t4pwfb/uY4D/3fHbmKRJRWnvdYHL/18FHqP7mQzsSiqR7lpVLpH0fUpBXNpKYr/9GekTpmKgp+/bTexqA0MRPh3voPuJ04g7KtfVVRiUfS55gp9daY6fHT/IyTuTMRPL/zUbmIxyCMIM3xmYMfMHfjusO+6LLEoegxEgFYuEoqFdXPq1asXdXVyI2qIgegeRdfnDMijGMhBo9I9iq5PDR6f11dRkI/zWz7Co0vn7B7Tpd9A3gE6qnsPyAHRYtCyUvHq/nQUZzlnpaJoHuWqUekeRdcndxrT0lC2/kNU7tmDJqPR7jhdRASa5s5Flze/BJ+QECgR0eeaM/WVNZThk4efYHPyZlQZq+yOi/aNxtp+azGnyxyUFJQg3D8cao6BCFDNRYJqLhIEQRAEQTiRuqpKXP50C24fOwSrxWxzTFhsPCa+9BriBw9zewdoOcJXKrLtz20lFSOaayr2oO3PBCGL53XdtWso+2A9r6vYGp69eyN03WsISEyExsNDMo2Ea8itycWG+xuwK2UXGiwNdsclBCXwzs+z4mfBoDVIqlEp5FDNRYJoHyaTCeXl5QgODobBQDced6CGGIjuUXR9zoA8ioEcNCrdo+j61OCxrroal3Zvw/3jh2FqsN271D80HONWvow+EyZDqxWjA7ScYiBFUtHdHpWiUekeRdcnJ5pMJlQdOYqy9evRcP9+q2N9J0zgSUWfMWP4BzM8DkVFio6D6HOtI/oelT3C+vvrcTj9MCxN9jsxD40YypOKE2ImfOEDOamujegxEAH6+I5QLKxV/KVLl/gj4R7UEAPRPYquzxmQRzGQg0alexRdn5I9WswmJB09iA3f+xqS9u+ymVj09PXl25/X/eHv6DdpmiwTi+6MAUsqpn9WU/Hg/92xm1hkScXprKbiW6PQy05NRbnOM7lpVLpH0fXJAUtNDUrXf4jUWbOQ9/3v200sagwGBC5Zgq579yD2vXfhO3bs0wSTGuIgusf26mP38+sF1/H141/Hsn3LcCDtgN3E4uQuk7ExcSM2JG7AxM4T/2Wlv1TXRvQYiABtiyYUuy3aYrGgsbGR10XQ6eT5Al7uqCEGonsUXZ8zII9iIAeNSvcouj4lemyyWpF84QwubN+EysICm2N0ej0Gz56PUYtXwNvPH3JH6hi0NGq5diCj7ZWKc7uix/CIDm9/Fm2eyVWj0j2Krk9kTPn5KNv4MSq2bYO1psbuONakJXjVKgSveQmGiAjVxkF0j47qszZZcTr7NN6/9z7uFN+xO06v0WNOtzl4vf/r6B7U3SnnVnoMRMj/CJ9cLC4u5hlixoIFC9wtR5EoNblIEARBEAThCtjL57SbV3F+y0a73Z+h0aDv+MkYt/IVBITbflNMtJ1UZI1aSrLtJx+CIn0wnG1/dkJSkSAI19Lw4AFfqVh16BBgtl2PlmHo0gUha9ciaMliaH18JNVIOB+TxYQD6Qew/t56u12fGd56byztsZQ3aonyjZJUo5rIUWvNxZs3b2LRokXQarUwt3IDIojnqaurQ0pKCnr06AEf+qPkFtQQA9E9iq7PGZBHMZCDRqV7FF2fUjxm37+Dc1s+Qv7jZLtjuvQfhMmvvIGI+G5QGq6OAd/+fJutVHRfUlGEeaYEjUr3KLo+UWArvGvPneNJxbrLl1sd6z14MELWrYP/9GnQOLg6TA1xEN2jPX11pjrseLwDHz34CIV1hXaPD/IMwkt9XsLqXqsR5BXklHOrLQYiIHxysQXBF1gSAsKWLrOiq+yRcA9qiIHoHkXX5wzIoxjIQaPSPYquT+4eC9NScW7zBmTeuWV3TGT3HgjsPxST5y+Cv7/8t0BLGYN2JxVZoxatRrXPJTloVLpH0fW5G2tjI6r27UPphx/CmPrE/kCNBv7Tp/Okos/QIe0+jxriILrH5/WVNZThk4efYHPyZlQZq+weF+0bjVf7vYrFCYvhY/AR+tqIHgMREH5b9JEjR5DI2strNBRIF0HbogmCIAiCIGxTmpuNi1s/xuMrF+yOCYuNx/hVr6Db0JH/UmyekE9SkSCIjmMuL0fFli0o+3gTLKWldsdpvL0RtHgxQta+Co+4OEk1Eq4htyYXG+5vwK6UXWiwNNgdlxCUwOspzu46GwYtdV6WGtVuiyYIgiAIgiAIqakqKcKlHZtx//QJNDVZbY4JjIzCuOVr0HvcJGi0VO+vPVBSkSCUhTEzE2UbNqBi5y40NdhPLOnCwhDy8hoErVwJfXCwpBoJ1/Co7BHW31+Pw+mH7XZ9ZgyNGIo3BryBCTET6IM4BSJ8cpF15GHIvSMPIT2VlZW8GdCYMWMQGBjobjmqRA0xEN2j6PqcAXkUAzloVLpH0fXJxWNdVSWu7NqG20cPwGKn3rdvcAhGL1mFAVNnQKf/fNUFxcC5ScURc+ORMFz6pKIc4igHjUr3KLo+KWDP5/pbt1C2fj2qj59g/2F3rEdCd4SuW4eA+fOh9fBwmgY1xEFEjyz2l/Iu8XqKF/Lsr+xnTO4yGW/0fwODIwbL9tqIGAPRED65uHPnTv4YExPjbimEzGBt4rt27cofCfeghhiI7lF0fc6APIqBHDQq3aPo+kT32FhXh+v7d+HGgd0wNdTbHOPl64cRC5dhyOx5MHh6SapPFF7UoxySinKKoxw0Kt2j6PpcSZPFgupjx1G6/gM03L7T6lifMaMR+vrr8B0/3iWr1dQQB5E8NloacTDtIE8qplak2h2n1+gxp9scrOu3DgnBCbK/NiLFQHU1F19//fUOHW+1WnHnzh3cvn2b//tb3/oWfve73zlJHfEsVHORIAiCIAi1YjI24vaRA7iyZwcaqm0Xntd7emLYnEUYPn8xTzASjtNkbU4qXj2QjtIc+0nF4CgfDGdJxWG0/ZkgRMVaW8u3PbPtz6acHPsD9XoEzEnkKxW9+vSRUiLhIliTlm2PtvEmLex7e3jrvbG0x1K82vdVdPLrJKlGQqE1Fz/88MMOfzLRkvfs378/fv7znztJGaEWzGYzqqqqEBAQAL1e+EW6ikQNMRDdo+j6nAF5FAM5aFS6R9H1iebRarHg3uljvK5iTZntpgNanR6DZiRi1OIV8A1quzYYxUAZSUU5xFEOGpXuUXR9zsRUVITyjzehfMsWWKvsd//V+vkhaOUKhLzyCgxRUZJoU0Mc3OkxrSINGx9uxL4n+/iqRXsEGgKxus9qrOmzBkFeQYq7NmqYZx3F5ZWnw8PDERsb2+4vtuSU7Wf/xS9+gYsXL/IgEkR7qKmpwblz5/gj4R7UEAPRPYquzxmQRzGQg0alexRdnygem6xWJF88iw+/9zUce/cvNhOLGo0W/SZNw+t/+AemrvuKQ4lFZ+kTnbY8sqRi2q1ibP3vazj0j7t2E4ssqTjjjb5Y9bNR6DkiSpjEolziKAeNSvcouj5n0PDoMfJ+9GOkTpuO0nfftZtY1Ed3QuSP/gMJp08j8gc/kCyxqJY4SO2RLfK6nH8ZXz/+dSzcsxA7Hu+wm1iMD4jHDwb9AN/2+TbWdJU2sSjltVHDPBN2W7RWq+UrFw8dOoSZM2e64hSEk1DqtmiLxYLa2lr4+vpSQyA3oYYYiO5RdH3OgDyKgRw0Kt2j6Prc7ZG95M1IuoHzWzaiKOOJ3XEJI8Zg/KpXENo5VlJ9csGeR55UvF2Ma/szUJrb+krFEXO7ovuwCKESinKLoxw0Kt2j6PpeFHavrL14EWUfrEfthdYbdXj174/Q19fBf+ZMaNy0mkupcXCHR5PFhEMZh/DR/Y/wqPxRq2NHRY3Cq/1exfiY8fz+764YSHVtlDTPcuS2LZog3A170tOKV/eihhiI7lF0fc6APIqBHDQq3aPo+tzpMTf5Ac5t3oDc5Pt2x8T2H4Txq19Fp4RekuuTE897VFJSUU5xlINGpXsUXV97aTIaUXngIMo+/BCNj1pPLPlNmcKTit7Dh7ukSYua4+AOjxUNFdj+eDuvp1hcX2x3nF6rx5yuc/BK31fQO6T3MwLhthhIFX81zLOOQslFQrHU19cjLS0N3bp1g7e3t7vlqBI1xEB0j6LrcwbkUQzkoFHpHkXX5w6PRRlpuLB1I9JuXrM7Jqp7D4xfvRZxAwZLrk+OtHjsGt8V+Y9qePfn0txaRSQV5RRHOWhUukfR9TmKpbIS5du2oXzjxzAXFdkdp/H0RODChQh5bS08u3WDKCglDu7wmFGZgY8ffow9qXvQYGmwOy7AIwAre63Eqt6rEOETIZk+R5Dq3GqYZx2FkouEYjGZTMjPz+dLfukG4B7UEAPRPYquzxmQRzGQg0alexRdn5QeywvycHHbJiRfOGN3DNv2PG7ly3wbtLNW3qghBsZGIx5fy0fS9ipUFNS3nlSc1xXdh8onqSinOMpBo9I9iq6vLYw5OSjb8BEqPv0UTXV1dsfpgoMRvGYNgl9aDX1ICERD7nGQ2iPb9n698Do+evARzmSfQRPsV8mL9Y/lqxQXdF8AH4OPJPrai1TnVsM86yhUc5FQbM1FgiAIgiDURXVZCS7v2IK7p47yxi22CAiPwNjla9BnwmRotfKumyQlVosVqTeLcONQJsryahWZVCQINVB/+zZK13+I6qNHATv3SYZHfDxC1q1D4MIF0Hp5SaqRcD4mqwlHMo7weooPyx62OnZ45HC82vdVTOoyCVqNy3sAExIju5qL6enp/DEyMtJVpyAIgiAIgiAI1FdX4eqeHUg6vB9mk9HmGJ/AIIxavBIDp8+G3mCQXKNcsZisSL6cj5tHs1BV3MpKxU6+GDE3npKKBCEgTRYLak6d4knF+hs3Wh3rM3w4Ql5/HX6TJ0GjpcSS3KlsrMSnKZ9i08NNKKqzv+1dr9FjZvxM3qSlX2g/STUSysBlycW4uDhX/WqCcIiqqipcvXoVI0eOpOKrbkINMRDdo+j6nAF5FAM5aFS6R9H1ucKjsaEeNw7sxvV9u2Cst72tz9PHF8PnL8HQOQvg4eXarUxKioGp0YL753KRdCwLtZW2E7bPJhUThkZAo5CkohziKAeNSvcouj6Gtb4elbt3o+zDDTBmZtofyJpVzJrFVyp6D+gPOSGHOLjDY3ZVNq+nuCt1F+rN9j8Y8jf4Y1mvZXip90uI8o2STJ+zkOrcaphniq+5WFxcjEuXLvHvFyxY4G45hIwwGAyIjo7mj4R7UEMMRPcouj5nQB7FQA4ale5RdH3O9MjW0tw8uAeXd21DfVWlzbF6D08MSZyPEQuWwtvPX1J9co5BQ60J987k4PaJHP69PYIivTFyfjdFJRXlFEc5aFS6R5H1mUtKUP7JJyj/ZDMsFRV2x2l9fBC0fDlCXn0FhpgYyBGR4yC1R1bxLqk4CRvub8DJrJOt1lPs7NcZL/d9GYsTFrdaT9GZ+lyBVOdWwzwTtuaiszhy5AgSExN5DUez2exuOYqEai4SBEEQBCEHrBYLHpw9iYs7PkF1SbHNMVqdDgOmzsLoJSvhFxIquUa5UldlxO0TWbh7JhemBovdceGx/hieGI+ug8IUl1QkCLnT+OQJyj78EJV79qLJaH/FsT4ykicUWWJRR6uwZI/ZasbxzOO8Scvdkrutjh0aMZTXU5zcZTJ0VHdYleTIreaisxE8B0oIiIXVFqmpgZ+fH3Q6unG6AzXEQHSPoutzBuRRDOSgUekeRdfXEVhzlpSrF3Fh28coy82xPUijQZ9xk3izlqCoTnAHcoxBVWk9ko5l48GFPF5f0R4xPYMwbHY8OvUMQG1tLaxNVuggD49KjKMcNCrdoyj62PvkuitXUbZ+PWrOnGl1rGfv3gh9fR0CZs+GxsMDSkCUOLjDY7WxGjtTdvJ6ivm1+XaP12l0mBE3gycVB4QPkEyfFEh1bjXMs45CFVoJxVJdXY3Tp0/zR8I9qCEGonsUXZ8zII9iIAeNSvcour4XfdP85MZVbPzRt7Hv97+0m1jsNmwkXv3VnzDn377vtsSi3GJQXlCLExseYNNPL+Pu6Ry7icW4AaFY8oNhWPTdoejSN4S/uZKLRyXHUQ4ale7R3fqaTCZU7tuPjKXLkPXaa60mFn0nTkDs+g/QdddOBC5YoJjEoghxcIfH3Jpc/PrarzFjxwz85vpv7CYW/Qx+WNt3LQ4uOYj/nfS/Lkks2tInJVKdWw3zTDXbojUaDc8WE85Hqdui2TZ69uT39/eHXi+bRbqKQg0xEN2j6PqcAXkUAzloVLpH0fW1B/byNOvebVzYuhH5KY/sjuvctz/Gr1qLmF59IAJyiEFxVjVuHM7Ak1vFsFuOSwMkDIvA0FlxCO/iLzuPHUUOHuWgUeke3aXPUlODim3bUbZxI8z59leraQwGBCyYj9DXXoNnjx5QKqLPE2d6TG9Mx6bkTTiedZyvHrdHtG/003qKfh5+io6BVOdW0jzLcVH+R/jk4t69e7Fo0SIeQGMrdSOIF0epyUWCIAiCIORHbvIDnlTMfmC/blRE1+6YsOpVxA0ayj+AJtomL7UCNw5lIOt+md0xWp0GvUZHYejMOARFdqzAP0EQzsWUn4+yjzaiYvt2WGtq7I7TBgYiePUqhKxZA314uKQaCedjsVpwIusEr6d4u/h2q2MHhg3Eq/1exbTYadBr5Z0AI1yHamsu7ty5kz/GyLR7FeE+GhoakJGRgfj4eHh5eblbjipRQwxE9yi6PmdAHsVADhqV7lF0fW1RmJbKk4rpSTfsjgmO7oyuE6Zi9Ox58PYRL/klWgz4CtAHZTypmJ9qu6s2Q2/Qou+EaAyeHgv/EC9ZeXQFcvAoB41K9yiVvvr791G2/kNUHTrECr/ZHWeIjUXI2lcRtHgx7wKtFkSfJy9KeUM5Pk35FNsfbUdebZ7dcVqNlicTWT3FwRGDobYYSHVupc4zZ+Ky5OLrr7/eoeOtVivu3LmD27dv80+kFy9e7DRthDpgK10zMzN5y3i6AbgHNcRAdI+i63MG5FEM5KBR6R5F12ePkqwMXNi2CanXLtkdExTZCWOWv4ToAUNw5coVmMxmeEM8RIlBk7UJaUnFuHE4k2+DtoeHlw4DJnfGwKld4BPgISuPrkQOHuWgUekeXamPNbGqOXsWZR+sR93Vq62O9R4yBCHrXoP/tGnQqLDRhOjzpL3cK7mHzcmbcTj9MIxW+zs3ffQ+WNJjCdb0WYPO/p1VGwOpzq20eeYKXLYtWqvVdnibSou0/v374/z58wgICHCSOuJZaFs0QRAEQRBSU56fi4vbP0HyxbPsRZ/NMf6h4Ri9dBX6TZoGncxrHEmBxcK6ahfi5pFMlBfU2R3n7W/AoGld0H9SZ3h603UlCFGwNjaicu9evlLRmJZmf6BWC//p03lS0WfIECklEi6g0dKIIxlHsPnhZtwrvdfq2EifSLzc52Us6bkEAR6UHyFUtC06PDwc3t7t/2yZtfeOjIzEnDlz8K1vfYu3/HY1rEjnD3/4Q/zud797+n9vvfUWfv7zn7d5LMtis+OOHj2KrKws/n+xsbGYOXMmvvvd7yIuLq7N33Hw4EG8++67/BP50tJS7nnAgAFYtWoV3njjDXgoqKsXQRAEQRDqpLKoEJd3bsH9Myf46hxb+AQGYdTilRg4fTb0BoPkGuWG2WjBw4v5uHk0EzVljXbH+QV7YvCMWPQdHw2Dh/pWOBGEqJjLy1G+eTPKN30CS2mp3XEab28ELVnCtz97xMZKqpFwPnk1edj2aBt2puxEeWN5q2P7hfbjW59nxM+AQUt/FwnxcHly8aOPPuIJNtHJz8/HypUrce7cuXYfu2fPHqxZswa1tbVf+P/k5GT+9cEHH2DTpk1YsGCBzeNZF2yWPNywYcMX/r+8vBxnz57lX+x3HDhwABEREe3Wp1aqqqpw48YNDBs2jFa9ugk1xEB0j6LrcwbkUQzkoFHpHkXXV1NWisu7tuHuiSOwWsw2x3j5+WPEgqUYMnseDJ5esvMotT5jvRn3zuYi6UQ26qvsb58LjPDmnZ97jYqCTq/t0DlFj4EzkINHOWhUukdn6DNmZKB0wwZU7tqNpoYGu+N04WEIWfMyglethC4oqAOqlYfo8+R5WJfny/mX+dbnszlnW+36zJKIs+NnY36X+ahPq8fwsOFCJhbdGQOpzi23eeYOaB8EwJN3LLFYUFDA//3KK69g48aNDh177949vrKQFfhkKzTffPNNTJw48envZSsRa2pq+O+/fv06+vXr9y+/g62MbEks9uzZE1/72tfQvXt3FBcX86TkyZMn+bHLly/HmTNnnOpdyRgMBoSGhvJHwj2oIQaiexRdnzMgj2IgB41K9yiqvrqqSlzdswO3jxyA2WQ7Aebh7YPh8xZj6JyF8GylEYGoHqXWV19jxJ2TObh7OgeNdbYTtYzQzn4YNjsO3YdGQKt1Tldt0WOgFo9y0Kh0jy+qj5X+qr95E6UfrEfNyZN2y0IwPHskIOS1dQiYPw9a2sUmy3nSQrWxGnuf7MWW5C3IqMpodWyUbxRW9lqJxQmLEeodivr6eqRUpQjr0Z0xkOrccplniq65eOjQIaFXLrJu1Czxx7ZEs23Hf/jDH3hyr6VeZFvbolesWIHt27fzop6nT5/GqFGjvvBztsV58uTJPPnIxm7duvULP2fbn9ked/bz8ePH48iRI/B57kU121b9+9///unW6cTERCdeAaq5SBAEQRCE82morcH1fbtw8+AemBptr8jRe3pi6Oz5GL5gKbz9/CXXKDdqyhuRdDwL98/lwmy0v9olqlsAhiXGI65/aIdroBME4RyazGZUHz/Ok4oNd+60OtZ37BiErHsdvuPH0XNY5qSUp/CE4r60fag317c6dlSnUVjdezUmdZ4EvZbWgRGuQbY1F0WHdaRmiUVWE5ElCUeMGNGujtaHDx/m37OE5POJRQb7v69+9as8acnGsmNY4rUFtiqRJRYZf/3rX/8lscj45S9/iU8++QSFhYV8a7Szk4tKhW03Z5/ysBWlrIYnIT1qiIHoHkXX5wzIoxjIQaPSPYqiz1hfh5uH9uH6/p1ofK5kTAs6gwGDZszByIXL4BsULDuPUuurLK7DzaNZSL6UD6vZ/rqALn1D+ErF6B5BLktIiB4DtXiUg0ale3RUn7W2FhWf7kTZhg0w5eba/4V6PQLnzkHIa6/Bq08f14hWICLOE5PVhJNZJ3lS8Xrh9VbH+hp8saD7AqzqtQrdgrrJxqMo+qQ6t+gxEIGOFV1RCLNnz+b759uTWGSUlJSgurqafz9lyhS741p+xvbpl5WVfeFn6enp/DEkJAQDBw60eTxbUTl27Fj+fUZG60uoic9hsTlx4sTTGBHSo4YYiO5RdH3OgDyKgRw0Kt2ju/WZjI24vn8X/vlvX8KFrRttJha1Oh1v0vLGH9/DlLVvtiuxKIJHqfWV5tbg6Pv3selnl/HgXJ7dxGK3IeFY/qPhWPDNwYjpGezSlU6ix0AtHuWgUeke29JnKixE0W9/i5QpU1H43/9tN7Go9fdH6JfeQMLxY4j+1a8osSjjeVJSX4K/3f4bZu+Yje+f+X6ricXugd3xk1E/wYnlJ/DjUT+2m1gUzaNo+qQ6t+gxEAGXrVxsSZqxjs8is3r1avzsZz/7wmpCR6mrq3v6vb+//a08zxb8ZE1fwsLC/uV3tHb8s7/j+aYxhH18fX0xbtw4/ki4BzXEQHSPoutzBuRRDOSgUeke3aXPYjbh7omjuLxrK2rLv/ghagsajRZ9J07B6KWrERQZ9cLnUksMCtIrcfNwJtJvl9gdo9Fq0HNEJG/UEhIt3fUQPQZq8SgHjUr3aE9fw6NHKPtgPSoPHgRMJrvHG6KjedfnwKXLoPMT06MccPc8YVXmbhXd4qsUj2Udg9lqvw6uTqPD1NipfOvz8MjhDn8Q5G6PIuuT6tyix0DRyUW2zVgO9OrVS9LzdbTEpYtKZCoSVmz12UQuIT1qiIHoHkXX5wzIoxjIQaPSPUqtz2qx4MHZk7j06WZUFRfZHddzzASMXf4SQmOa6/t0BCXHgL3Gy31UjhuHM5GTXG53HOv23GdsJwyZGYuAMG9IjegxUItHOWhUusdn9bHnb+35Cyhbvx61Fy+2epzXgAEIfX0d/GfMgEav+iplsp0ndaY6HEw/yJOKj8oftTo2xCsEy3ouw/Key3mzFiU/F5R6btFjIAJuvZuxbcKVlZUOJ8xiY2NdrkmpBTtbIz8/H0qE1bJkBUpZsVLWcIeQHjXEQHSPoutzBuRRDOSgUekepdLXZLUi+dI5XNq+CeX5eXbHdRs2EuNWvIyIePtbvdqLEmPQZG1Cxt0SnlQsTK+yO87gqUP/iTEYNL0LfAM94S5Ej4FaPMpBo9I9Mn1ZaWkIvnsP1Zs2ofHxY/uDNRr4TZmC0HWvwXu44yvWCPHmSVZVFrY82oLdqbt5B+jWGBw+GKt6r8KMuBnw0Hko+rngLn1SnVv0GKiy5iJLJP76179G165dERwcjPj4eP59W1/dujnvhakr2bZtG89os0l3/vz5F7o+bKs2a+wyY8aMp81eOgLT0trXyJEjn459toYAS/6yoqUtBUwrKipg+mxpP9PFEsPPHteyxZs1rXl2bGNjI/93CzU1NU+3dzO/7GdGo5H/mz2yf7cknNm49oxlv/vZmpiPHz/m52da2FimjcG0PuuVeWm51i1jmWcGuwbsWjx7XVrGsmZAbY19/hqyY9q6hu683s9eQ/Yz9vueHdtyDZ8fy/S1jG25hsx7SkoK/5m9692ea9gytuUaOut627qGz4599hq2jG25huz3tMwzZ17vjszZZ8ey38f0tVynjs7Ztsa6Y86yf7N5xs7pjustxT2iJY4t/xbxHsH+n2ls8ePIPcKR6y3SPYJ5YnON/czRe4Srrreta1heXs71tdzDHLlHtOd6M113zpzAhz/4Bg7+6X/tJhbjBg7BS//1W0z76rfhH9nJqXO25bnQ8m9Xvo54kXtEiz72GqSte4TVYkXy5Tx88s4lHPzbXbuJRQ8fHUbM64o1vxiFvtPC4Omrc+vriGdfX7n6dYS77hHPxtHVryNe9B7RopE97135OqIj17ujryNKS0uf3tNEe69hLitD7p/+jMbX1qHkrbfsJhY1np4IWrkSEVu3IPx3v4XPiC4GEZQAAQAASURBVBEOXUN6r+H4PaLlufBsbwNn3yMsVgvO5pzFm4ffxNxdc7HxwUa7iUUvnReW9FiC9VPX4x+T/4G53eZCr9F36B7B7kUtzwXR3msw2HO15e+C1O812DnZtWH3QlfeI579u6CU9xqyTy4uX74cP/rRj5CZmcmD0J4vOfDRRx/xJxdbLbh169Z2H8+O3bJlC58Ax48fx/379yElrLHNs9+zJyqD6Tlz5szTmyDL2l+4cOHp2Fu3buHRo0dPn2RsLPPCyM3Nxblz556OvX37Nh4+fMi/ZxObjS0uLub/Ligo4P9uife9e/f4F4P9H/sZG8Ngx7B/tzw52O9kv/tZTX369EFgYCDXwsa23AiYVvbzFpgX5onBPLKxLU9Cdg2evS6XLl162liH3RDY2JabCKs1evXq1adj2fdpaWlPbzZsbMuTnT0H2O+ydb3ZTYiNbXnByObTs8nqpKQkJCcnP735sLHsRteyEvXs2bNf6Ij+4MGDpzcUNraoqHn7GutAzv7dcpNj863lejOevd7s9z97vdn5mY4WWIxbVsky3Wws+1Rnzpw5XNPNmzefjr148SKysrK+cL1b/hg8efIE169/Xvz48uXLT683u87PXm/2/+znLbDj2PEM9vuenbPsfOy8LTA97A+Evev97Jx99nq3zNmW683Ow/6PzTMGu34tz1t2XdlYdp0Z7Lqzf7fc/FlcWHxaYHFrWUnccr1b/ig+f73ZfHj+erf88Xp2zjJdrKNZizc2/9jYlj+obH4+P2dbaua2XO+WP3zsetubs+68R7DnEptnrDZte+4R7Jzs3AzR7xEsjqzGS4s3Ee8R7Nqxa91Si8aRe0TLnGXPRTncI9j1YXONxcjRe0TLnG3BlfeI1NRUro/NF0fvEQw2z9h8s3ePuHLlCtKTbmDTj7+LY//3e5TlND8Xnic4tiu6Ji7Bsp/8Ap169HLJPYJ5CwoKeurNla8jXuQewfSNGjWKe7d3j7h4/hIu7LuPTT+/ghMfJqOiwPYHyT4BHggfaMXIV0Iwcl5XWGAU4nUEO8+gQYO4V1e/jnDXPYJ5mzhxIvfq6tcRL3qPYBojIiKe/s121esIR+4RrnodwZ6PLfc0Id5rPHiAezt3Ivff/x2pkybD+MEH0D/zJv5ZmgICULtgPhJOnUSnt3+OKzk59F7DRfcINj9iYmKeenPmPeJe6j38z/H/4QnFb5z4Bi4Xfn6/eJ5Iz0jM9ZuL48uP4+2xb6M2rdZp9wgWu5bngmjvNRh3795FQkIC1yf1ew12TnZt2DhX3iPYeRITE7kmub/XqHZRUxpNk4RZO5Y0e+mll/gycLZabtmyZXyV37p16/j/fec738GAAQN4cNgE3bBhA6ZOnYpFixbxjskrV66USurTpepvvfUWfv7zn9scwwLKVlUyTp06hcmTJ2P79u346le/yluUs+QiK/p5+vTppx2jWbDZas0W2O9+++23eY3KlgnCrtGuXbswfvx47N+/H56ennjttdf49Zg0aRL/fc7eFt2yepHdgFhCjsFuDKy2APPCblBsErI3jez/Wj6db0mosJ+xBAZbcclucuzYlrFsHHtisDcDDDbx2fVlP2fTjz152HEsxuzJxm787PeyMS03JUfHsjF+fn78GJaVZ9rZ9WM3TfZzlnxgzXvYccxTSyMd9nvZOJYMaxnLfsY8Me3s/1qa6jBv7PxsLJurzE9rY5+/hkyfXq9v9Rq683rbu4YtY1uu4fNj2e9l16S917s917BlbMs1dNb1tnUN2fiWsc9ew5axLdfQVde7I3PWWdfb1jVkHlobS/cIukfQPUJZ94jUW9dxecdmFKbarycV0S0BE1a+gshefdu83mq+R3h7+uLB+TzcPJqBukr7TR78QjwwbHZX9B4Thbr6WrpH0D1C6HuEGl5H+Ht4oOrAAZR+vAmmz5IX9vDo2hUh616DYfp0NBkM9DpCpveIbGM2tqds5zUVGy3NCTVbaKDBuOhxWN1nNYaHDofJaKJ7hArvEXJ7r1FRUfE0j8USmp07d4bskoss03vkyBEMHz6cZ1uZeQa7uCwYhw4dwsyZM7/wKQJLsLEE4969eyXd2/6iyUVbtDe5aIuOJBcdST6y7dHOnlzuhj1x2KcBQ4YMabMbN+Ea1BAD0T2Krs8ZkEcxkINGpXt0pr68x8m4sO1jZN39fBXD84TFxvOait2Hj5KsfpgcY9BQa8K9Mzm4fSKHf2+P4E6+GDY7Dj2GR0Crk3xzkWJioBaPctAod4+N6emo2LIFFbt2w2pnhWILbLtzyOvr4DdpEjRacZ+/SsRZ88RoMeJo5lHeoOV28eerz2zh7+GPJQlLsLLXSnQJ6HizMtGfCyLrk+rcosdAhPyPpA1d2PYB9uJz7dq1TxOLrTF69Gi+WpGtePzb3/7GVzYShKOwOdaSwSfcgxpiILpH0fU5A/IoBnLQqHSPztBXlJGGC1s3Iu3mNbtjgjvF8O7PvcZMkPxNtJxiUFdlxO0TWbh7JhemhuYtaraIiPPHsMR4dB0YBo1W/CYPosdALR7loFGOHpvYKqDTp1H+yeY2uz7DwwOWUaMQ85UvI3j4cKkkEk6eJwW1Bdj2aBs+TfkUZQ2f1220Re+Q3ljdezUSuybCW+8NqRD9+e5OfVKdW/QYiICkycWWGgMtWVJHYKsBN2/ejI0bNyoiudjRT/aps5jjsOXK7JMFwn2oIQaiexRdnzMgj2IgB41K99gRfaU52bi4fRMeX7bfjC4gPBJjlq1G3wlToHXTi2s5xKB7bG9c35uNBxfyYDE11xmzRUzPIJ5U7Nw7WFav70SPgVo8ykGjnDyaS0pQsWMHyrdug/mzmnT2MMTEIHj1KgQuXQp9cLAk+gjnzhO2efNqwVW+SvFU9ilYmux/AKTX6nm355d6v4RB4YPccr8W/fnuTn1SnVv0GKguucgCwpaTPttBpy1YoWLGs8WKRYH5aaG1opjPdutp2fv+/O9oq6hmy+94/njCPqzWAquDwOoRsK33hPSoIQaiexRdnzMgj2IgB41K9/gi+ioKC3Bp+yY8PM+Kl9tOhPkFh2DUklUYMHUGdHoD3InIMSjLq+X1FB9fLUKT1X7VofgBoRg6Ox6dujfXiZIbIsdATR7loFF0jyzBVH/zJl+lWHX0KOtcYn8wq882YTyCX3oJfhMmQKPTcX2s7puSY6C0eVJrqsXeJ3t5UjGtsrnJhT0ifCKwoucKLO25FGHeYXAnoj/f3alPqnOLHgMRkPSq9OzZkz8+25WN0VLwsqWTzrO01CFs6WIkEqwZTct++5MnT9odx+oxtiQGg5/7dKulZmNZWdkXOgs9C5vELR0Vn63XSKDNhCyr8flscpeQFjXEQHSPoutzBuRRDOSgUeke26OvqqQYx979C9Z/5yt4cO6UzcSit38AJr3yBl7/03sYPHOO2xOLosYgL7UCB/56G5vfuYJHlwttJhbZQhdWS3Hlf47A3G8Mkm1iUdQYqNGjHDSK6tFaW4vyLVuRvmgxMte8zJu12Ess6gIDEfL66+h+5DBi330X/pMn88SiK/UR7cOROKRVpOH/u/z/Yeq2qfjvK//damJxRNQI/G7y73B46WF8ZdBX3J5YlMNcc6c+qc4tegxEQNKGLu+88w5vYMI67bCuyrNnz+b/P2LECF6PkdVYZO26WzLBrKvP0KFDeVv0wYMHf6H9tggNXRisJuS2bdt49x2WRBw1atQXfn7lyhW+tZt9qsWasqxfv/4LP2dJRVZAk3X1Yc1r2IR9dkUk47vf/S5+//vf8+9ZMxfW1MWZKLWhC0tIs5bvoaGhvEMSIT1qiIHoHkXX5wzIoxjIQaPSPTqir7aiHFd3b8ftYwdhMZttjvH09cWI+UsxJHE+PLykqyklpxiwBGL6nRLcOpqFgrRKu+O0Og16j47CkJlxCIr84us7uSJKDNTuUQ4aRfPYmJbGVylW7t4Naxs76bwGDOCrFAMSZ0Nrp6moGmIgB+zFwWw140z2GWxO3owrBVda/R2sfuKC7guwqtcqJAQnQDREn2vu1CfVuUWPgQj5H0mTi6zldZ8+fVBYWMgTiEVFRQgJCcFf/vIXfPOb3+QJPZZMXL16NW+pvWnTJty9e5f//69//Wt873vfc7qme/fu8a/nYRoYS5cuxbJly77ws1WrVn3heJYcZclDlmB88803MXHiRP6zs2fP4t133+U/YwnV69evo3fv3v9yrp/+9Kf4r//6r6erO7/2ta+he/fuKC4uxieffIITJ07wn02fPh1Hjx51ep0HpSYXCYIgCIJopr66Ctf27cStw/tgbmy0Ocbg5Y1hcxZg2LzF8PJt3lVCfBFWQ/HR1QIkHctCeUGd3XF6gxZ9J0Rj8PRY+IfYTkwQBCFNg5bqEydRvnkz6p7bPfc8Gk9PBMydy+speg8YIJlGwrmU1pdiZ8pObHu8jTdraY34gHjeoIUlFv086O8eoQ5ylJBcZLD23YsWLeKGWPKMJRfZ/vUZM2bwlX/PJ86YPLaijyXYXJEhZqsS33777XYd8/wl27NnD9asWYPa2lqb4wMDA/Hxxx9j3rx5Nn9usVjwxhtvYMOGDXbPOWbMGH6e8PBwOBulJhfZyle21T4mJgaenp7ulqNK1BAD0T2Krs8ZkEcxkINGpXu0pa+xrg43DuzmX8Z628kwvcEDg2fPw4gFS+ETIPZ2XXfFwFhvxv1zebz7c22l0e44Tx89ugz2xai5vRAUqsw3qqI/D9TiUQ4a3enRVFSEiu3bUbFtO8yFha2ONcTGInjVKgQuXtSuBi1qiIEcYHFg72fLvcqxI20HjmYchclqv6SaVqPF5M6TsbrPaoyKGiWLhlqizzV36pPq3KLHQIT8j6QNXRisw05KSgoOHz78tNYiW8XI/v2LX/wC7733Hl/Z2NLM5fXXX8fPfvYzoZeeLly4kK9g/N3vfsdXFmZlZUGv1/OAzZ07F//v//0/xMbG2j2etTP/8MMPsXz5cr7SkW2lZtulWeKVrfRkiUu2pZr9TsJx2Fbz+/fv8+so9xuAXFFDDET3KLo+Z0AexUAOGpXu8Vl92qYm3DqyH9f2foqGGttN47Q6PQZOn4VRi1bALyQUckDqGNRWNuLOyRzcO5vLE4z28Avx5KsUo/v54PLVi4CuO5SK6M8DtXiUg0apPbIFIHXXrvFVitXHjgN2Sj9wNBr4TZ6M4JdWw3fcOGheoEGDGmIgOg3mBnya/Ck+uvsR8ix5rY4N9gzmzVlYk5ZOfp0gJ0Sfa+7UJ9W5RY+BCEi+ctERysvL+Wo+1jCFcD1KXblIEARBEGrDbDTizonDuLJrG+oqK2yOYW+i+02ajjFLVyEgPEJyjXKgorAOt45lIflyPqxm+y+VQ2N8eT3FhOER0OmoeyRBuANLTS0q9+5BxebNaExJbXWsLjgYQcuWIWjlSnh0jpFMI+E8WPriful97ErZhUPph1Btsv0BWgsDwwZiVe9VmBk/E546SgoRRI5SVi46wvMdlQmCIAiCIAj7sOYs908fx6WdW1BTWmJ7kEaD3mMnYsyylxASTW+qbVGQXsmbtKQlFQOtfPwe0zMIQ2bFIbZviCy21BGEEmlMSeGrFCt374G1zn4NVIb3oEEIXvMS/GfNgpZWHcm2luL+tP3YnbobqRWtJ5E9tB5I7JrI6yn2C+snmUaCUDNCJhcJwhnU1NTg9u3bGDRo0NMt+IS0qCEGonsUXZ8zII9iIAeNSvRotVjw4NwpXP50MyqL7NcVSxgxBuNWrEFYbDzkjCtiwFbBZN4r5UnFvBTbqz05GqD74HC+UjGya4Bk+kSDPIqBHDS6wmOTyYTq48d512e2Bbo1NF5eCJjHGrSshnc/5yeY1BADd8M6Pl/IvYBdqbt452dzUytb3QFE+0ZjZe+VWJywGMFeylmwJPpcc6c+qc4tegxEgJKLhGJhKwlYPQRaUeA+1BAD0T2Krs8ZkEcxkINGJXm0Wi14dPEcLu3YjPL8XLvjug4ehnErX0FktwQoAWfGwGKxIvVaIW4ezUJZnu2mfAydXoteY6IwZHosgiJ9JNMnKuRRDOSg0ZkeTYWFqNi6jTdpMRcXt3qcR1wcr6UYuGgRdIGua1Klhhi4i7TKNL5Ccd+TfSipt7Ma/zM00KCfXz+sHbgWM7rPgE6rg9IQfa65U59U5xY9BoquucgasTC+973vod9znxS1ND9hgXn//fddcXqiHVDNRYIgCIKQB01WK1KuXsTF7Z+gNCfL7rgufQfwpGJM776S6pMDxgYzHl7IR9LxLNSUN9od5+GtR/9JMRg4pTN8A2kbJUFIDW/QcuUKX6VYfeIE+0TA/mCtFn5Tp/BVir5jxrxQgxbCvdSaanEk4wivpZhUnNTm+Bi/GCxKWISF3RfKrkELQbgT2dVcZN2PWfJw1apV/5JcZC28W35OyUXClS9IzGYz77JNnzC4BzXEQHSPoutzBuRRDOSgUc4e2bmf3LiKi9s+RnFmut1xUQk9eVIxbsBgRcahIzGoqzLi7ukc/tVYZ39rnW+QJwZN64J+46N5glEqfXKBPIqBHDS+KObyclTt3YvybdtgfJLW6lhdaCiCli9D8IoVMERHQ0qUHAMpr+GNwht82/OxzGOoN9e3Ot5L54UZcTN4UnF41HBoNVr+O0wmk6LjIPpcc/frIynOLXoMRIC2RROKpbKyEmfOnMGkSZMQFBTkbjmqRA0xEN2j6PqcAXkUAzlolKNH9mI24/ZNnlQseJJidxzb9jxoziI8Ka1AUGxXxb7wfZEYVBbXIelYNh5eyofFZLU7LjjKB0NmxqLnyCi+FVoqfXKDPIqBHDS2d1V23dWrqNi+A9VHj/Laiq3hPWwYX6XoP3MGtB4ecAdKi4GUFNQW8C3PbOtzVrX9VfjPdnxe1GMRZsfPhr+Hv+riILpHd+qT6tyix0AEKLlIKBYfHx8MHz6cPxLuQQ0xEN2j6PqcAXkUAzlolJNHllTMuncbF7dtQt7jh3bHhcfGY8yKNUgYPpqv3AgpLqYYfEZxVjVuHsnEk5tFaK0IUKfugTypGD8gDBptx5Ky9DxQBnLwKAeNjsDqJ1bs2o2KHTtgymo9yaTx8UHg/PkIXr0KXr17w90oJQZSYbQYcTr7NF+leDHvIqxN9j/sYYR4hWB+t/l8lWJCcIKq4yC6R3fqk+rcosdA0TUXtVot/9T84MGDmDVr1hd+duTIESQmJvKfW1qrnUFIAtVcJAiCIAhxyHl4Dxe2fYycB/fsjgmJ6YKxy9eg56ixVFvsGdjL2pyH5bh5NBM5yeWtjo0fGIahM2PRKYFWIBCElDRZLKi9cIE3Z6k+dRowt94B2KNbN75KMXDRQuj8v7hqjRCfR2WPeELxQNoBVDRWtDpWp9FhQucJvNszezRoDZLpJAi1kCO3motsqShbOvrw4cN/SS4ShBQYjUYUFBQgKioKHm7aLqF21BAD0T2Krs8ZkEcxkING0T3mpzziScXMO7fsjgmK6oSxy15Cr3EToX2uI6aaY2C1WPHkZjFPKpZk19g9XqvToOeo5s7PIdG+kulTEuRRDOSg8XlMeXmo+HQnKnbuhDk/v9WxGoMBvtOmwTxlCqJnz+JdWkVDjjGQisrGShxMP8ibszwss7/6voWugV15QnF+9/kI8w5r17nUEAfRPbpTn1TnFj0GIuCy5OL48eOxf/9+/Od//ieSk5MR/UyB3dTU1Kffv/POOw7/zp/97GdO10kol7q6Oty6dYvXRaAbgHtQQwxE9yi6PmdAHsVADhpF9ViYloqL2zch7eY1u2MCwiMxZukq9J04FVqdTlJ9IvG8R5PRguSLzZ2fq0oa7B5n8NKh34QYDJraGX7BXpLpUyLkUQzkoJHBaidWnz7NVynWnjvPlhe3Ot4joTuCly9HwIIFqNFoeI2z4Pp6IZOLcomBVFisFlzJv8JXKZ7MOgmj1djqeF+DL6+hyLY9Dwof9MK1gtUQB9E9ulOfVOcWPQaK3hadlJTEE4wsCLZuFC2nbc9NhLZQuwalbotmc4x9sTmm1ML2oqOGGIjuUXR9zoA8ioEcNIrmsTgrg9dUTL12ye4Yv9AwjF68Ev2nTIdO3/r2MDXFoLHWjHtnc3HnVA4aauw3fvAO8OAJxf4TY+Dp4/rtdWqKAXl0L6JrNGZl8eYsFbt3wVJc0upYjZcXAhITEbR8ObyHfN7pXnSPouuTiuzqbOxJ3YM9T/bwRi1tMTxyOBb3WIzpsdPhY+h4/To1xEF0j+7UJ9W5RY+BordFDx48GOfPn8dPf/pTXGA1NSps11dwUW6TIBTxxJc7aoiB6B5F1+cMyKMYyEGjKB5Lc7NxafsneHTZ/ioe36BgjFy0AgOnzYLewU/I1RCD6rIG3D6ejQcX8mA22m8GEBjhjSEzYtFrdBT0BtsrPV2BGmJAHsVARI3WxkZUHzvOVynWXbnS5njPvn2aVynOm2ezlqKIHuWkz5XUm+txPPM47/Z8teBqm+MjfSKxMGEhFnVfhC4BzUkNZ6GGOIju0Z36pDo3P09jVfM/vAJdfj454tJu0SzBuG/fvn/5/8OHD2POnDnU0IVwKbW1tbh37x769+8PX1/n11Ui2kYNMRDdo+j6nAF5FAM5aHS3x/KCPFzesRkPz59Bk50umd7+ARi5cBkGzZwDg2f7tu8qOQas8/OtY1lIvVGI1hqMRsT5Y+isOHQdHA5tBzs/vwhKjkEL5FEMRNLYmJrKE4qVu/fAUlnZ6litry8C5s9rXqXYr59sPMpRn7Nhi4Lultzl254Ppx9Gjcl+fVsGa8YyNXYqr6U4utNo6J6rE+ws1BAH0T26U5/Lz221AhlnYb62AZpHB2AZ/z14TP2h88+jAFyaXLSHyFl3giAIgiAIZ1JZVIjLO7fg/pkTaGIvUm3g5euH4QuWYsjsefDw8pZco6hvZLPul/GkYu6j1js/x/YL5Z2fo3sG0etMgpAAa10dqg4dRsWOHai/Zb8JVQvegwfzhGJA4mxofTq+FZaQjpL6Eux/sp+vUnxS+aTN8X1C+vA6inO6zkGQV5AkGgnC6ZSlA0mfALc3A5XZTxNnmntbgSn/zpJabhaoopqLrXHkyBEkJibSykVBUGrNRYIgCIJwJ9WlJbiyayvunjwGq8Vsc4yHtw+Gz1uMoXMWwpPecHMsJiseXyvkTVrK8mrtjtNoNegxIgJDZsQhrLOfpBoJQq3U37/PVylW7T8Aa03rK9d0gYEIXLQQQcuWwbNHD8k0Eh3HZDXhfM55vkrxXM45mJts/w1rIcAjAPO6zeNJxT6hfSTTSRBOpbEGeLAHSNoEZF6wP+6NY0CXkZArOXKruUgQ7kZJRVflihpiILpH0fU5A/IoBnLQKJXH2opyXNm9DXeOH4bFZLvZiMHLG0MTF/DEopefcxJjco9BQ60J9881N2mpq7TfZVTvoUWfcdEYPL0LAkLFWuUp9xg4AnlUn0ZLdTWqDhxAxbbtaHjwoM3xPqNG8VWK/jOmQ9uBLs+ix0F0fS9CWkUaTyjue7IPpQ2lrY7VQIOx0WOxqMciTOkyBZ4693T0VmIc5OZR1g1d2Fq7zIvNqxTv7wJMta0P1+qhKbgj6+Siq3BLcjEhIQFvvfWWO05NqIjKykqcOXOGt4sPCqIl+e5ADTEQ3aPo+pwBeRQDOWh0tce6qkpc2/spko4cgNnYaPN36D08MXjWXIxYsBQ+Ac4tCC7XGFSV1OP2SdakJR/mRkurnZ97jglDsfkRBs4YjIAgsRKLco5BeyCP6tDI3qzX30pqXqV4+DCa6utbHa8LC0PQ4sUIWrYUHnFxqoiD6PocpcZYg8MZh3lS8U7xnTbHd/brzLs9L+i+AFG+UXA3SomDnD26U98Ln7siG7i9pXmVYnl6m8MtYX3xwHMIYud+D4HR3TsmWqG4ZVs0IRZK3RZtNBpRUFCAqKgoeDjYaZNwLmqIgegeRdfnDMijGMhBo6s81tdU48b+Xbh5cC9MjQ02j9UZDBg0PREjFy3nnaCl1CcqRZlVSGJNWm4Wo8lq/+VocJQPBrPOzyOjYGkyC+1RbjF4EcijsjWay8tRtXcvyrdvhzG1jfp6Gg18J4xvXqU4eTI0BgPUFAfR9bWGtcmKG4U3eB3FoxlH0WCx/berBS+dF2bGz+TbnodFDoNWo4UoyDkOSvHoTn3tOrepHni4H0j6GEg7wz5GaX28dzAwYAUwZA2MoX2EjoEI+R9KLhKKTS4SBEEQhCtprKvFjQO7cePAHhjr62yO0er0GDB1JkYtXgH/0DCoHZZEzLxfypOKuY8rWh0b0zOIJxXj+oXy+ooEQbgG1miq7upVvu25+tgxNNkp59CCvlMnBC1ZgqClS2CIjpZMJ9FxCmoLsCd1D08q5tTktDl+UPgg3u15Vvws+HlQbVtChrB0V8715oTivZ1AY1Xr41niPGEGTyii52xA757t/q6Eai4SxAt8ilFcXIzw8HDZf7ogV9QQA9E9iq7PGZBHMZCDRmd5DPT3w/0TR3B930401NpuaKDRatFv0nSMWboKAeERUHsMWJOWR1cLeFKxvMB2IpbBkogJQ8N5UjEiLkBWHuWgzxmQR+VoNBcXo2LXbt7x2ZSV1fpgnQ7+U6fwVYq+48ZBo9NB7XEQXV8LjZZGnMo6xROKF/MuoqmN1VqhXqF8yzNbpdgtqBtERy5xULJHd+qze+6qfOAO2/b8CVDyuO1fFNarOaE4cCXgHyW7GIiAW5OLtbW1KC8vh9VqdWh8bGysyzURyqGurg7Xr1/n9RfoBuAe1BAD0T2Krs8ZkEcxkIPGjlJVUY5jGz9AbcoDNNRU2xyj0WjRZ8JkjF66CsFR0q7oETEGrEnLvbPNTVrqq1pp0uKpQ79x0Rg4tTMCwrxl5VFO+pwBeZS3xiaLBbXnz/NtzzWnTgMW+3VOGYbYWN7tOWjxIujDwyElosdBdH0PSx/yOooH0g6gytj6ai29Ro+JnSfyhOL4zuNh0Dp3i7ua46AGj+7U94Vza5uARwebE4qpx9my7NYP9gwE+i8BhrwMxAzjpR7kGgMRkHxbNDvdH/7wB/zjH/9ASkqKw8exzj9ms9ml2tSKUrdFs7nG5oxerxeyq5YaUEMMRPcouj5nQB7FQA4aXxSz0Yg7Jw7j6u7tvBO0TTQa9BozAWOWrUZoTPPfVDXHgDVpSTqRjYcX8mA22n9x7xPogUFTu6Dv+Gh4+Rpk5VGO+pwBeZSnRlNeHio+3YmKnTthzs9vdSyrneg/YwaCViyHz8iRfCW2OxA9DiLqq2iowIH0A3yVYnJZcpvjuwd2581Z5nabizBveZbuEDEOavPoTn2srIM55wb0d7dCc28HUG/nddpTNEC3yc0Jxd5zAYO3ImKgum3RFosFCxcuxKFDh/i/qdwj4UrYk97g5MLSRPtQQwxE9yi6PmdAHsVADhrbi8Vswr1Tx3B51zbUlJbYHddj5FiMXf4SwmLjofYYFGY0N2l5crOIlzmyR0i0LwZPj0XPEZHQGbSy8ihnfc6APMpHI6udWH36NO/4XHvufHPtsVbwSOiO4OXLEbBgAfTBrmk8paQ4iKLPYrXgUv4l7ErZhVPZp2Cytl4z09fgi8SuibyW4oCwAbJPlIgSBzV7dIu+qjzg7nZobm+Foeh+2+NDugGDXwIGrQYCOysuBiIgaXLxz3/+Mw4ePMi/9/T0xJo1azBgwAAh26kT8odtu3/48CH69OkDX19fd8tRJWqIgegeRdfnDMijGMhBo6NYLRbcP3sClz/diqriQrvjug0dgbErXkZk1+5QcwxYk5aMe81NWvJSWm/S0rl3MK+nGNs35IXe0Io+z0TX5wzIo/gajZmZvI4iq6doKbH/wQhD4+WFgMREXkvRe8hgoRJNosfB3fqyqrL4CsW9T/aisM7+36oWRkaN5Nuep8dNh7fesdVacsDdcZAC0T1Kpq+xBkjeD9ze7Fi3Z9aEqN8iYPDLQOzoVrc9yz0GqksubtiwgT8GBgbiypUr6Nmzp5SnJ1QGWxnb2NhIK2TdiBpiILpH0fU5A/IoBnLQ2BZWqwXJF87i0o5PUFFgf9tg534DMXH1WnTq0QtqjoHZZMGjywVIOp6NisI2mrQMi8CQGbEIj/VX9DwTXZ8zII9iarQ2NqL62HG+SrHuypU2j/fq25dvew6YOxc6/449L9UaB3foqzPV4VjmMZ5UvF54vc3xUb5RWNh9IRYmLEQXf/eU7FD7PFGDR5fqs1qAtNPAna3Aw32Ayf7rjafET2hepdhnAeDpp4oYqK7mIsvwNjQ04K233sLPfvYzqU5LqLTmIkEQBEE4Wq/n8ZULuLj9E5TlZtsd16XvAIxd+TI69+4HNdNQY8LdMzm4ezoH9dX2t98ZPHXoOyGa11T0D/GSVCNBqIXGlBS+SrFy9x5YKitbHav19UXA/HnNqxT7qfs+JifY2/Xbxbd5QvFwxmHUmmpbHe+h9cC02Gl8leKoTqOg07q+szdBOJ2Ce83dnu/uAKpbrxPLCYwFBq9u3vYc0lUKhbIlRwk1F/38/HhysX///lKeliAIgiAIwuYbttTrl3Fp2yYUZ2XYHRfdsw/GrXwZsf0HQc1UFtfh9vFsPLyYD7PJfpMW3yBP3vW53/hoePpQfSKCcDbW2lpUHT7CVynWJyW1Od57yBCeUAyYPQtaHx9JNBIdp6S+hG95ZknF9Mr0Nsf3CenDm7PM6ToHgawLLkHIjap8XkeRr1IsvNf2eA9/oO9CYNAqIG4c4KbmU4QbkouDBw/G8ePHeaaUIFxNRUUFzp07hwkTJlBdTzehhhiI7lF0fc6APIqBHDQ+m1RMT7qOi9s2oTAt1e64qO49MG7Fy4gbNJTXIRPdo6v0FaRVNjdpSSputbxRaIwvr6fYY3gkdHrXvMBXawxEgjy6b4V13fXrqNy1G1VHjqCprvWtgbrAQAQuWoigZcvg2aMH5IiIcXC1PtaM5WzOWexO2Y1zuedgabK0Oj7IMwjzus3jqxR7hYhVqkMqRJ8navDYIX3GWuDh/uZVimz7c5P9Dy85Gh2QMA0YuBLoNQcVdcbmcwdXufTaiB4D1SUX2XboU6dO4Z///Ce++tWvwsPDQ8rTEyrD29sb/fr144+Ee1BDDET3KLo+Z0AexUAOGllSMevubVzYthH5KY/sjguP74ZxK9ag29CRX2huILpHZ+pjTVrS75Qg6XgW8lNb32rZpU9zk5YufV6sSUt7UFMMRIU8SosxJ4dvea7cvRsmBxZo+IwaxVcp+s+YDq2nJ+SMSHFwtb7U8lS+QnFf2j6UNZS1Olar0WJs9Fje7Xlyl8nw0Kn7PbXo80QNHtutj9VRTD/bvELxwV6gja3+nE6DgIGrgAHLAL+Iz8/dpJPk2ogeA9XVXGRcvHgR77zzDkwmE37yk5/w1YwhISFSSiCeg2ouEgRBEEon58E9XNj2MXIe2t9mE9o5FmNXrEGPEWOgUenWGrPRguTLBbh9ovUmLVrWpGVEc5OWsM5iNoMgCFlvez5ylCcU665ebXO8LiwMQYsXI2jZUnjExUmikeg41cZqHEo/xJOKd0vutjk+1j+Wb3ue320+In0jJdFIEE6l8EFzp2e29dmROooBMcDAFc1JxYjeUihUBTlKqLmo032xmOzp06cdPpZ9Em42m12gilAqLIFdWlqK0NBQGAxU88kdqCEGonsUXZ8zII9iIKrGvMfJPKmYddd+XbLgTjEYs/wl9BozHtpWCt+L6tEZ+uprjLh3JrftJi1eOvSbEIOBUzq7pUmLkmMgF8ijC7c9X2Pbnneh6ujRNrc9s9pi+pEjELZqFYKmTYNGgbEQfa69iD5rkxXXCq7xhCLr+txoaWx1vLfeGzPjZvKk4tCI5hIdhLzmiRo8tqqvuvCzOopbgIK2k+jw8Guuo8i2PbOuz2182CvVtRE9BiIg6cfybJFkR74Ioj3U1tbiypUr/JFwD2qIgegeRdfnDMijGIimkdVS3PnLn2PzT79vN7EYGBGJ2V//Dl777f+hz7hJrSYWRfToDH1sdeKZTx7hox9dxNV96XYTi37Bnhi7NAFr/2ccxi1NcFv3ZyXGQG6QR+dizM5G8Z//giczZiJr7Vq+WrG1xKJHQndE/OD7iNi7Bw8WL4Zm9GhFJhblMNfaoy+vJg9/u/03zNk5B186+iXsT9vfamJxcPhgvD32bZxacQr/Nf6/MCxyGCUWZTpP1ODxX/QZ64A724GPlwK/6w0c/UnriUWNFkiYDiz5J/D9FGDR/wHdJjnUoEWqayN6DFS3Lfrtt9/ucM1GwvkodVu01WqF0WjktT21Kt3e5m7UEAPRPYquzxmQRzEQRWNxZjoubt+E1GuX7Y7xDw3H6KUr0W/SdOj0etl5dIa+/CfNTVrSbrfRpKWzH9/6nDA8Ajqd+z0rKQZyhTw6cdvzrl2ou3atzfFa1pxl7lwELl4Mr/79eJKJ4iC+PpY8PJl1ErtSduFy/mU0tXazBRDmHYYF3RdgYcJCdAvs5kLlykL0eaIGj1xfYwM88q5Cy+ooPtwLGGvaPjBqwOd1FP2jhL42osdAhPyP5DUXCfFQanKRIAiCUA+lOdm4uOMTPL50zu4Y3+AQjFq8AgOmzoJeoSt9WsNqbULG7RLcOpaJgrSqVsfG9g3hTVo69w6m1TIE4axtz1evfb7tub6+9QN0OviNH88Tin5Tp0BLjTBlAXtr/aDsAU8oHkw/yOsqtoZeo8ekLpN4c5ZxMeOg10patYwgOgZLJRXeb972zL6qcts+xj8aGLi8OakY2VcKlYQSay4ShJTU1dXh0aNH6NWrF3x8fNwtR5WoIQaiexRdnzMgj+rWWF6Qh0s7NiP5/Bk0NVltjvEJDMLIhcswcEYiDB6eio2DPX0mowWPLuUj6Xg2KovtJzS0Og16jojEoOmsSYsfRESuMVAS5LH9254rd+1u7vacl9fmeM8eCQhctBgB8+fBEBEhiUZREd3js/oatY04kHYAu1J34XH54zaPTQhK4AnFud3mItQ7VBK9SkX0eaJIj2VpwN1PgXs7gOLktscbfIG+C5rrKHadyF5wyO7aCBcDARE+uZiXl4fjx4/z71999VV3yyFkhMViQXV1NX8k3IMaYiC6R9H1OQPyqE6NlUWFuLxzC+6fOcFXBNnCy88fIxYsxZBZ82Dw8lJ8HJ7XV1dlxN0zObh3OhcNtfabtHiwJi0TWZOWLry2osjILQZKhDw6cHxNLaqPHGne9nz9epvjdYGBCJg3D4GLFj3d9uxqjXJAdI+NpkZcKryED0o+wPmC8zBbW28+6mfww5yuc3hzln6hjsWZkP88UYzHqnzg/k7g7g4g72bb41kdxW6TgUGrgd5zAQ9fWV8bIWIgOMJviz5y5AgSExP5vnbqFu0aaFs0QRAEIReqS0twZddW3D15DFaL7dcFnj6+GDZvEYYmLoSnCj9dZk1ako5nIflyASwm24lXBkskDprWBX3HRcPDW/jPmwlCedueJ0xo3vY8ZTJte5bTtufSBziQfgCH0w+juL64zWNGdRqFRQmLMC12Gu/+TBCyoa6suX4iSyhmnGfPgLaPiewPDFoF9F8GBHSSQiXRTlS/LVrwHChBEARBEC6ktqIcV3Zvw53jh2Ex2V6FZ/DyxrA5CzBs7mJ4+Ym5rdeVr5NamrSk3ylp9fV/WBc/DJkZi+5DxWjSQhByxpiVxbc8V+7e4+C25x48oRg4fx704eGSaCQ6TkZlBg6lH+J1FDOqMtoc38m3E08osgYtnf1p4QYhIxprgEeHmrc8p54ArPZ3PjwloDPQf0nztueo/lKoJARENslFgmgvlZWVuHDhAsaNG4fAwEB3y1ElaoiB6B5F1+cMyKOyNdZVVeLa3k+RdOQAzMZGm2P0np586/Pw+UvgExCoqjhYLVY8uVXM6ykWZbTRpKVfKE8qxvQMku12PBFjICd9zoA8tmx7PoyKXbtQf/2GY9ue589H4OJF8Orb1ynPP4qD6ymqK+KrE1lC8X7p/TbHe2g9MC1uGq+lyFYratm2UELx80QRHs2NQOrx5hWKjw8Dprq2j/EJBfou4p2eKwP74MLFSxjn3QWBCo2/GuZZR6HkIqFYPD090aNHD/5IuAc1xEB0j6LrcwbkUZka62uqcWP/Ltw8uBemxgabY3QGAwbNmMObtfgGBUNNcTA2mPHwQj5un8xGdant6/O0ScuoKAye1gWhMfJfzSlSDOSozxmo1WPztuern217PubYtueJE3lC0W+y87c9qzUOrqbKWIUTmSd4c5arBVfR5MA20D7BfbC051LM7jobgZ6UdJAaei68IFYLkHGuOaHItj43VLZ9jIc/0Gde85bnbpPYC7FmfQ0NbouBVPFXwzwTsubi/fv38d///d+82OWPf/xjDBw4kP//2bNn2/27rl69in//93/nn/BR8UzXQDUXCYIgCFForKvFjQN7cOPAbhjrbX9yrtXpMWDaLIxavBz+IWFQEzXlDbhzMgf3z+fBWG+/FrWnj765ScvkzvANohfCBPGiGDMzUblnDyp274Y5L7/N8Z49e36+7TlMXfcnudJgbsDZnLN8hSJ7NDmwDTTGL4Y3Z2FfCcEJkugkiA7DUj8515u3PN/fBdQUtn2MzhPoOYuvUESPmYCB6obKnRw51VxcuXIlHj58yL+/d+8e/2JMnjxZtttwCPlhMpn48mW2bNlgaP5UhZAWNcRAdI+i63MG5FEZGo0N9bh1aB+u79uJhtoam2M0Wi36T56O0UtWISA8AmqKQ3FWNW/Sknq9CFar/c+FfYIMvElL/wmd4eGlvA0qoj8XRNfnDNTgsbG8HEV79sB89Cgabt5qc7wuKIhvew5avAieffpI8n5HDXFwpUfW2ZmtTDyYdhAnsk6gxmT7786zhHiFYHb8bMzpNgcDwwbyZqNMH9Op1BjIAXouOEDhA+DuduDep0BFZtvjNbrmTs8socg6PXsFChsDqc6thnnWUVzyqpNlPxlsUWTL989CzVkIKaitreV1ESZNmoSgoCB3y1ElaoiB6B5F1+cMyKO8NbItz7ePHsTVvZ+ivsr2lhyNRos+EyZjzNLVCIrqpJo4NFmbkHm/lCcVcx9VtDo2Ij4APceGIr30DrqNGKDIxKIcngui63MGSvXYZDSi5vwFVO3fh6oTJ4BGY9vbnidN4tue/SdNgkbibs9KjYMrPbL3oHdL7vIViqyWYmlDaZvH+Oh9MD1uOl+hyOoo6rV6VcVADqghDi/ksSy9OZnIvooeOHZM7Big/1Kg32LAN0wWMZDq3GqYZ0Jui/7e976H3//+9/z7b33rW0+/12q1/JO8X/3qVxgxYoTD26J/+MMf0rZoF6LUbdFsvtTX18Pb2xs6nc7dclSJGmIgukfR9TkD8ihPjWaTiXd+vrp7G+8EbRONBr3GTMCYZasRGtP8d0oNcTCbLHh0uQC3T2SjvKCVouoaoOvAMAyeEYtO3QNhtVqFnydKfy6Irs8ZKMkjextUfyupOaF48BAsFa0n8RmevXrxhGLgPPdue1ZSHFztMa0yja9QZEnF7Op/XfjyPAatARNiJvAVipM6T4KX3sul+oiOoYY4OOyxuqB5uzOro5h73bFfHjWweYVivyVAUBfZxUCqcytpnuW4KP/jkuQi49GjR/xFbp8+fZ7+X0ty8dChQ5g5c6ZDv+fIkSNITEyk5KILUWpykSAIghAPi9mEe6eO4/KuragpLbE7rsfIsRi7/CWExcZDLdRXG3H3TC7unclBfbX9ml96gxa9x3bCoKldEBTpI6lGglACjWlpqNy3D1X7D8BkY5fV8+iCgxEwfx6CFi+G1zPvbQhxKagteNrp+WFZc7mu1tBAgxFRI/gKRbZSkRqzELKhvhx4uK9523PGebbtoe1jQro3JxRZY5bwnlKoJARCVjUXGb169XLVryYIh2CfLKSkpPCuTuwTBkJ61BAD0T2Krs8ZkEd5aLRaLHhw9iQufboFVcX2C4h3GzoCY1e8jMiu3aGWOJQX1CLpRDZfrWgx2X9T4B3gwRu09J8YAy8/gyznSUcR3aPo+tTs0VxcjKqDB1G5bz8aPqsH3xpNOh18xo9H6PJlvOuz1NuelRoHV3qsbKzEscxjPKF4veC6Q52e+4b25QlFVksx0jfSpfoI16CGOPyLR2Mt8OhQ85bnlGOAA02I4B8N9F/SnFTsNJjvDnGZPgmR6txqmGcdRZkFeQjis6KrpaWliI+PpxuAm1BDDET3KLo+Z0AexdZotVrw6MJZXPp0M8rz8+weHz9oKMYuX4NOPXqpIg5s40je4wpeTzHjbut1v0KifTF4ehf0HBEFnUEriT5REd2j6PrU5tFaW4vq48d5QrH24kV2Q2rzGO8hQ+AxYwYeh4dh6KRJ8A8IgIjIKQ6u9FhvrseZ7DM4kH4A53PP80YtbRHrH4u53eYisWsiugZ2dak+wvWoIQ7MY1lxAZosKcCTg8Cjg4CplbIpLXiHAP0WNa9QZPUUtVrFxUCqc6thngm7LdoWbFs04/Dhw7QtWiBoWzRBEAThbJqsVjy+chGXdnyC0pwsu+O69BuIsSvWoHPvflADFosVT24UIel4Nu8A3Rpd+gRj8PRYdOkbIkn3WYJQAk0mE08ksoRi9YkTaKqvb/MYj65dEbhgPgLmzYPHZ6+JCXFhCcTL+ZefdnquM7edZAnzDuOrE1lSsV9oP7qnEvLAYgYyzzevUHywF2houy4sPPyaOzyzhGL3KYCOOhsTMt8WbYvi4mL+yNp3O0pMTAzWrl3rQlUEQRAEQTgL9pnlk+tXcHH7JhRnptsdF92zD8atfBmx/QdBDTTWm/HgXB7unMpGTXmj3XFanQY9R0Ri0PRYhHX2k1QjQcj5vtNw5w4q9+5D1aFDsJSVtXmMLiwMgXPnIGD+Anj160vJJhnE+HbxbRxIO4CjmUdR1tB2jP0MfpgRN4M3ZhkROQI6rbybMBAqwWwE0s8CD3YDyQeA+rbnOnQeQI+ZzVuee8wCPKgeMyE9kiYXQ0ND231M//79sX79epfoIZRNVVUVLl26hDFjxiBA0C0tSkcNMRDdo+j6nAF5FIPKykoc274FtY/voyQzze64qO49MG7Fy4gbNFR2b+ZfJA5VpfW4czIHDy7kwdRgfweGp48e/SbG8JqKvkGekumTG6J7FF2f0jwaMzL4CsXK/ftgyrS/QroFjY8PAmZM5wlF39GjoNHrhfdoDzlodIbHXWd3oSi0CCfyTiC3JrfNYzy0HpjUZRKvozih8wR46jxdqk/pMZADioiDuRF4cgp4sAd4dABoqGz7GI0W6DoJGLAc6DMP8ApUZQykOrci5pmLoZqLhGLx8PBAXFwcfyTcgxpiILpH0fU5A/LofrLu3ca5zRtQkPrY7pjw+G4Yt2INug0dKbuk4ovEoTCjitdTfHKzGE1W+xVoAsK8MGhaLPqM7QSDp07R88QZiO5RdH1K8GguLUXVwUM8odhw+07bB+h08Bs/HgHz58N/6hRofXyE9+gIctD4omRWZeJoxlEcSjuElMoUoPWytNBqtBgZNZJveZ4WOw3+Hv6S6FRyDOSEbONgqgdSjzdvd2bNWYytl0p5SpdRzVueWS1FvwioPQZSnVu280ypNRcJMaGaiwRBEMSLkJv8ABe2fYzs+/bf4Id2juU1FXuMGAONiwqJiwJLIqbfKeFJxfzU1lcdRHULxOAZXdB1UDi0WnkmWwlCKqx1dag+cZInFGvPX2DFS9s8xnvQIJ5QDEicDf0L7J4i3JNQZFuek8uSHTpmQNgAvkJxVvwshPuEu1wjQXQY1uU55WjzCsXHRwFTrWPHse7OvDHLUiAo1tUqCYWTo4SaiwQhJWazGdXV1fD394fezrYXwrWoIQaiexRdnzMgj9JTmJaKC1s3Ij3pht0xwZ1iMGb5S+g1Zjy0CqlzZS8OJqMFjy7lI+lENiqL7DePYAs2uw0J501aWHJRKn1KQnSPouuTk8cmsxm1ly6jct9eVB8/gaa6tpt2eMTF8YRi4Px5/Hslx1EOGtsiqyqLJxOPZBxxOKEYHxDPVyiypGJsgHuTLEqIgRIQPg4NVZ8lFHcDKccBc9tNpjidRwB9FgB9F8Ds37nZo5+/kAkcd8ZAqnMLP88EwK1Xhe1bZzWaHF08GRtLWXrCcWpqanD27FlMmjQJQUFB7pajStQQA9E9iq7PGZBH6SjJysCFbZuQeu2S3TH+YeG8pmKf8ZOh1SkjqWgvDnVVRtw9nYN7Z3LRUGuye5zeU4e+Yzth4NQuCAz3lkyfEhHdo+j6RPfIG7Pcu88Timzrs6WkpM1jdCEhCJgzh3d79howwCllF+QQRzlobC2hyFYpPix76NAxYV5hzQnFbnPQJ6SPMKU15BoDpSFkHOormrc6sxWKT04CFvuN3D5HA8SOBvouBPrMBwI/X01WU1EhnkdBYiDVuYWcZ2rfFs1O97//+7/429/+hqystgsvt8D+iLBsMeF8lLot2mKx8JuAn58fdAp7gysX1BAD0T2Krs8ZkEfXU5aXi0s7PkHyxbPsD7nNMX4hoRg8ZxGGzJwDD0/XFdAXIQ7GKg3unsrFo6sFsJrtv4zyDfTgCcW+46Ph5WuQTB89F9yH6PpE9WjMzkblvn2o2ruPN2lpC423N/ynT+crFH3HjIHGYFBdHOWgsYXsqmwcyTzSroRiiFcIr584IXwCxsWNg4dBvDpncoqBkhEmDnVlzd2dWUIx7TRgtf+h4xeassSNa04o9p4HBHQS26Md3KlPqnOLHgMR8j+SJxeXLVuGXbt2Obxa8dnkIgso4XyUmlwkCIIgOkZlUSEu79yC+2dOoMlqtTnGJzAIoxavxMBps6BXcJFr9rolJ7mc11PMul/W6tjQzn4YMr0LEoZHQqdXdp1JgnhRzOXlqDp0iCcU65OS2j5Aq4XvuHE8oeg/bRq0vr5SyCQkTijOiJuBmXEzMSxyGHQKKalBKJiaYiB5f3NCMZ19AOtAvkKjA7pO/Dyh6Ef1QglpUUTNxS1btmDnzp08UThq1CieaAwLC8O6dev4/33nO9/BgAED+ArFu3fvYsOGDZg6dSoWLVpEXXmIdlNfX4/09HR07doV3t6u24ZGqDsGonsUXZ8zII/Op7qsBFd2bcfdE0dgtdjeNeDl54+RC5dh8Ky5MHh6cY2PHzxQXBwsZitSrhci6Xg2SnNqWh0b2y+UN2np3CvYLdv26LngfkTX526P1vp61Jw6hcq9+1Bz/jwrYtXmMWyrM0soBiQmQh8uzZtwOcRRRI0vmlCcHjudN2V5PqEoosdnEV2fWpA8DtUFwMN9zQnFzAusm1vbx2gNQLfJnyUU5wI+IYqaa+7UJ9W5RY+BCEiaXGTJQsawYcNw/vz5p8tJWXKRMXPmTP7VwqpVqzB+/HheOHPv3r1SSiUUgMlkQl5eHs/E0w3APaghBqJ7FF2fMyCPzqOusgJX9+zA7aMHYTYZbY7x8PbB8HmLMXTOQnj6+EiuUSpYDcX753Jx91QOaittXwuGVq9Br1FRGDStC0Kj/eBOlBYDOXoUXZ87PDZZLKi7coUnFKuPHuWdn9vC0KVLc0Jx3nx4dusKqZFDHEXRmF2dzZOJrClLexOKM+ObVyjqtXqhPdpDdH1qQZI4VOZ8nlDMuszubG0fo/MAuk9rTij2mg14Byt2rrlTn1TnFj0GIiDptujIyEiUlJTgT3/6E77xjW88/X+tVss/4T906NAXkouMNWvW8BWPv/nNb/jKRsL50LZogiAIddNQU4Pr+3fi5sG9MDU22Byj9/TE0MQFGD5/Cbz9/KFUKovrcftkNh5ezIe50f72JlZDsf+kGAyY3Bk+AbS7giCehb29aHz4kCcUqw4cgLm4uM1jdEFBCJiTyLs9ew8eLEzTDsJ+QpE1ZnlQ+sCpCUWCEIbyDODB3uaEYu51x47RewE9ZgB9FwE9ZgJeAa5WSRDq3BZdXl7OH1uMOMLkyZOxefNmbNy4kZKLBEEQBOFEGuvqcPPQHtzYvxuNdbU2x+gMBgyeOQcjFy7n9RWVSkFaJZKOZSEtqdhezxpOYIQ3Bk+PRa/RUTB4UD0wgngWY04uqvbv581ZjE+etDle4+kJ/2lTeULRb/x4pzdmIZxHTnUOTyayFYrtSSiypiwsoTg8cjglFAnxKX3SnExkX/kO1IJlGHyBnjObVygmzAA83buLgSDchaR3eB8fH77FmXXZcZSIiAj+yPa3E0R7qKqqwtWrVzFy5EgEBNCnRu5ADTEQ3aPo+pwBeWw/bHVi0pEDuLr3UzRUV9kco9XpMWDqTIxasgL+IWGSa5QCq7UJ6UnFvElLQZrt69BCdI8g9Bwbhryax4gd7C9kYlGOMVCaR9H1ucKjpaICVYeP8IRi/Y0bjjVmGT2aJxT9Z0yHzk+8N+JyiKMUGlsSimyV4v3S+w4dE+wZjOlx052SUBQ9DqLrUwsdjkPxo89XKBbedewYD3+gV+JnCcVpgMFb1XPNnfqkOrfoMVBdcrFnz564ceMGLl++jJdeeunp/7N23rW1tcjNzf2XYzIyMp7ucSeI9mAwGNCpUyf+SLgHNcRAdI+i63MG5NFxzCYT7hw/jCu7tvL6irbQaLToO2kqxixdhcCIKMk1SoGp0cK3Pd8+kYWqEtvbwBkarQbdh4bzlYqR8QG8mDfSqoX1KKcYKNWj6Pqc5jE0FMbTZ5B95Ahqzp5lL9TbPM6rb1+eUAyYMweGyObFA6Iihzi6SuOLJhSnxU3jTVmcuUJR9DiIrk8ttDsObHtC0YPPVygWJzt2nFcg0Gtuc0Kx+xRWLwZSIfpcc6c+qc4tegxUV3PxnXfewc9//nP4+vpi+/btmD17Nv//ESNG4ObNmxg9ejTOnTvHazAyGhsbMXToUCQnJ2Pw4ME8MUk4H6q5SBAEoWwsZjPunzmOy59uRXWpndpnGg16j52IMctWIyRamX8Haisaced0Du6fzUVjnf0utQYvHfqOj8bAKZ0REEpFuwmC0WQyofbyFVQdOtTcmMWBnUiG6GieUGTNWTwTEiTRSbSf3Jrcp01ZHE0oBnkGNa9QjJuJEVEjaMszITYs5VFw5/OEYmmqY8d5hwB95gF9FgJdJwJ6qrFMyJ8cJdRc/OY3v4m//e1vKCwsxLx581BUVISQkBCsXbv26YrGUaNGYfXq1TCbzdi0aRMePnzICzo/u9KRIBzBYrHwFbEsmd3SmZyQFjXEQHSPoutzBuTRPlarBckXzuLS9k9QUZhvd1zCiDEYu2INwmPjJdcoBSU5Nbh9PAuPrxXCarH/mapfsCcGTumCvhOi4emtl5VHOehTg0fR9bUX3un5+g1UHTqI6iNHYfmsfnpraAMDEZA4G4GsMcuQIdB8tmhATsghjh3V2JJQZF/3Su85nFBkNRTZCkUpEoqix0F0fWrBbhxYQjH3JvBgN/Bwb3ODFkfwDQf6zG9eoRg3HtC5P3Eu+lxzpz6pzi16DERA0mdKUFAQDh48iEWLFvFsaQtf//rXsWvXLpw6dYqvYGRfzzJu3DiemCSI9sDqe545cwaTJk3ic4+QHjXEQHSPoutzBuTxX2myWpFy9SIubNuEstxsu+O6Dh6GsSteRlT3HpJrdDVsY0b2gzJeTzH7YesJkfBYfwye3gXdh0VAp9PKxqPc9KnBo+j6HH3u1CcloergIVQfPuxQp2eNhwf8pk7lKxT9Jkzg/5Yzcojji2jsSEKR1VAcGTVS0hWKosdBdH1q4QtxYLXwcq41r05kCcVK+6+BvoB/p88TirFjWOFpiIToc82d+qQ6t+gxUN226BaMRiMOHz7Mt0V7fPbig9VU/MUvfoH33nuPr2xsaeby+uuv42c/+xm8vLyklqkalLotmq1+ZYVXWcFVvd79nzipETXEQHSPoutzBuTxc9if9LSb13Bh28cozkizO65L3wEYt/IVxPTuK7lGV2MxWfH4WgGSjmejLM92B+wW4geE8nqK0T2D+C4JuXiUqz41eBRdX2v3joYHD1B18CDf9mzOs7/S+SkaDXxGjeIJRf+ZM6Hz94dSkEMcHdWYV5P3dMvziyQU2QpFg9Y9NcZEj4Po+tSC2diIukcn4Zd1Atrk/UC1A/cvRkDn5mQi++o8gjebEhXR55o79Ul1btFjIEL+xy3JxbYoLy/ny07DwtruTkl0HKUmFwmCINQC+1Oedfc2LmzdiPzUR3bHderRiycVY/sPciiZJicaaky4dzYXd0/noK7KaHeczqBFr9FRGDytC4KjfCXVSBCi0ZiSgkqWUDx4EKbMLIeO8RowgDdlYVufDVGON30ipKMlocgas9wtudu+hCKrodjJfQlFgnAIYy2QdgZ4fBh4dAioLXLsuKC4zxKKi4CYofxDEoJQGzlKqLnoKMHBwe6WQCiAhoYGZGZmIi4ujla+ugk1xEB0j6LrcwZq95iTfJ8nFXMe2F+REh7fDeNXvoKuQ4a7LKnorjhUFNXh9olsJF/Kh9lotTvO29+A/pM6Y8CkGHj7eyhyromuTw0eRdfHMGZk8NWJLKHYmOJYUwPP3r0RkJiIgDmJsIaHc4++QUFQavpJDnF8XiNLKB7LPMZXKDqaUAz0DMT02OnCJhRFj4Po+hRHRTaQcgR4dBhIPwtYGh07LqQ70G9Rc1IxaqAsE4qizzV36pPq3KLHQASETC7aW4Yq9+WnhLSwbuPp6emIioqiG4CbUEMMRPcouj5noFaPBamP+fbnjNtfrFP8LKGdY3mjlh4jxri8qYKUcWArNfOfVCLpWBbS75QArezBCI7ywaBpXdBrVBT0HjpFzzXR9anBo6j6TLm5nyUUD/Htz47g0bVr8wrFOYnw7N796f9XVlYK6VENcXxe483UmzhVfQrnCs/hTskdhxOKLSsUR3YaKVxCUU5xEF2f7LFagdwbzasTHx8BCh1LmnPCe3++5TmirywTinKaa+7UJ9W5RY+BCLh8WzSrr7h161bs3LkTGRkZ/N/dunXDggUL8Nprr8FgaP0PWkVFBe8w/de//vULTWAI50HbogmCIORDcWY6b9Ty5Pplu2OCIjth7PKX0GvcRGgFK0reEawWK9KSSnDrWBaKMqpaHRvTK4jXU4zrFwqNVt5vKgjiRTAVFqH6yGFUHTiI+tu3HTrG0Lnz5wnFXr0UVz5BCWRVZeFE1gkczzzucEIxwCMA0+OmyyKhSKicxmrgycnmZCL7qitx/NjIAZ8lFBcA4b1cqZJQITWNZpx7XIxQP0+M7BoCOZMjx23RLJm4ePFi3LnT/IevJY+ZnJzMu0b/8Y9/xLFjx9CpUyebx/7+97/H+vXrectvgiAIglAzpbnZuLT9Ezy6dM7uGP+wcIxZuhp9J06FTkGr/Y0NZjy8kI/bJ7NRXdpgd5xWq0HC8AieVGQdoAlCbZjLylB99ChPKNZdv85efLd5jD4ysnnL89w58OrfnxKKgsHePz0qf8STiSypmFqR6nBCka1QnBU/ixKKhNiUZzRvdWYrFDPOA1aTY8dpdEDcWKDnLKDXHCD08xXWBOEM8ivrcfxhEY4/KMSlJ6UwWqyY3S9K9slFV+Gydx719fWYN28eHj58yP8oenp6IiEhgb9gSUlJ4ctKHzx4gIkTJ+L27dvw8fHhx129ehW/+c1vsGvXLlit1qcJyZ49e7pKKqFQWLv4GzduYNiwYfBXUAdDOaGGGIjuUXR9zkDpHiuLCnB280Y8vnTWbqLANygYo5asxICps6BvY0eAnOJQU96AOydzcP98Hoz1ZrvjPLx06DchBgOmdIZ/iJdq55ro+tTg0R36LFVVqD52nNdQrL18GbBY2jxGFxqKgFmzeELRe8iQdpVNED0GzsDdHi1WC5KKk3gy8WTWSeTW5LYroci6PI/qNEr2CUV3x0Hu+oTFYgZyrn223fkwUJzs+LFeQUCPmc0JxYTpgHfQM3GIUGwcRJ9r7tTnzHOz3NP9vCoce1CI4w8L+ffPc+ZxERpMFngZlLMzSPjk4nvvvceThyyZ+NWvfhW//OUvedtuBmvh/cMf/hD/+Mc/kJaWxlco9uvXD7/97W9x8eJFPqYlqTh9+nR861vfwty5c10llVAoOp2ONwdij4R7UEMMRPcouj5noFSPNeVluLJrK+4cPwIreyFuA2//AIxcuAyDZs6BwdNLMXEozq5G0vEspF4rgtVqf+UVSySyeop9xnWCh5frV2qKPtdE16cGj1Lps9TUoubUKZ5QrDl/HjC1vdJHGxiIgJkz+LZnnxEjoHnB1c2ix8AZuMOj0WLElfwrPKF4KvsUyhrKHDouwBCAqXFT+QrFUVGjYNDJO6Eop7kmuj6hqK8Anpxo3uqcchSoL29f/USWTOw5G+g8EtDpVRcH0T26U19Hz80ShZfSSvnqxBMPi1BQZX+HDKPeZOXjp/SKeEHFysVlNRdHjx6Na9euYf78+di9e7fNMQsXLsS+ffu+sP2CyfH29sbLL7/Mk4p9+/Z1hTziGajmIkEQhDjUV1fh2t5PcevwfpiNtjshevr4Yvj8JRiaOB8e3s0r/+VOk7UJmfdLkXQ8G7mPWn/TERHnj8EzYtF9SDi0Otc2qiEIUbA2NKDm9BnemKXm9Gk0NbbdKVXr6wv/6dN4QtF3zBhoPF6sUzrhGupMdTiXe44nFM/lnEONqcah40K8QjClyxS+SnF0p9GKSigSCqIk9fPViVmXAKv9HQhfgK24jR/fnEzsORMI6eZqpYTKKK1pxMnkIr468VxKCeqMba/4Z+i1GozuFoqvT+mOsd3DIFdy5FZzMTW1uR7IypUr7Y5ZtWoVTy62JBVjYmLwjW98A1/+8pcREkL72ImOYbFY+PZ7tiVf1E95lI4aYiC6R9H1OQOleDTW1+HGgT24vn8X/94WbHXi0DkLMXzeYnj5+UEJcTCbLHh8pZCvVCwvsO2bowG6Dgzj9RQ7JQS6pS6c6HNNdH1q8OhsfVajEbXnLzSvUDx5Eta6Vp4jn6Hx8oL/1CnwT0yE38SJ0Hp6Qk0xEN1jeUM5Tmef5tudL+ZdhNFqdOi4GL8YTI2diumx0zEofBDQ1Ny9VAvlfsAi+lwTXZ/kWEzNSUTejOUwUOpYfVCOT9hnqxNnAd2mAF4Bjp9WBXEQ3aM79TlybpZrelJcg2MPmhOKN7PKHSlJzAnw0mNq7whM7R2OUbEBCAv0FTIGIuCy5GJZWRl/4R8aGmp3zLMJxM2bN2PZsmUUKMKp9RfOnDmDSZMmISgoyN1yVIkaYiC6R9H1OQO5ezQZG3H7yAFc3bODr1q0hU5vgH9Cb8z50tfQqUsslBCH+hoj7p3Jxd3TOaivtr+lU2/QoveYTnz7c1Cke1dpij7XRNenBo/O0NdkNqP28hWeUKw+fhzWqtY7ozM0BgN8J03kjVn8J0/mKxbVGgMRPRbUFjytn3i98DqsTVaHjksISuBdntkKxV7BX+zeXVFRQXFwM6Lrk4S6MiDlWHMyMfUE0Fjp+LGR/T9bnTgbiBkKaF8sD6CGOIju0Z367J3bbLHiWkY5Tyayr8zStj+cayEu1Acz+kRiWp9IDI8PhkGn/eyee0rYGCh6W7RWq+V/AA8dOoSZM2faHHPkyBEkJibycSzjTLgHpW6LNplMKC8v5zUYDG5qcKB21BAD0T2Krk/NHi1mM+6dOobLn27m9RVtwZosDJgyE8MWLIVZqxPao6NxKC+oxe0T2Ui+XACLyf4bbO8ADwycHIN+E2Pg7SfGVk7R55ro+tTg8UX1NVksqLtxozmheOQoLOUO1CPT6+E7dgzf8uw/bRp0EhXRFz0GonhMq0zjyUTW5fl+6X2Hj2OrElkykX3FBtj/MIni4H5E1+cSWOqg+BHw+FDzCsXsK6yuiWPH6jyBrhM/r58Y1Pz+s6OoIQ6ie3SnvmfPXW8Bzjwq5snE04+KUVnvWOdx9rnNsNhgTO8biel9ItA93O9fdsiIHgNFb4smCHfDnvQREVRo1Z2oIQaiexRdnxo9Wq0WJF84i4vbN6GysMD2II0GfcZNwpjlLyE4KhpyjwP7HDMvpYLXU8y4U9Lq7wmJ9uWrFHuOjIResE58os810fWpwWN79LHnRcPt26hkCcVDh2EuLm77IK0WPiNHImBOIvxnzIA+OBhSI3oM3OWRxfNB6QO+QvF41nGkV6Y7dJxeo8eIqBE8mTgldgoifBw7L8XB/Yiuz2mYG4HMC83JxEeHgIpMx4/1i/w8mdhtMuDh/FXVaoiD6B7dqa+g2oTjKbU48TAdl9NKYW6lEeCz+HjoMLFHOKb1YVueIxDq5ynrGIiAy5OLhYWFyMrKsvuzFljGtK1FlLGxYm4FI8SkoaGBZ+VZJt7Ly71dVNWKGmIgukfR9anJI/sbl3rtEi5s/RilObb/LjISRozGuBUvIyw2XlYebWm0WKx4crMISceyUZxV3erxnXsH8yYtsX1D3FJP0RFEj4Po+tTgsS19PKH44AGqDx1C1cFDMOXlOfR7vYcN41ueA2bNhD48HO5E9BhI6dFsNeNW0S2+OvFk9km+/dkRvHReGBczjicUJ3aeiEDPQJdplDOiexRdX4eoKW7u6sy2Oz85CRgdazbE6TT4s+3Os5q/17q2Lqii4yATj1LqM1msuJ5RjlOPinhTltQix+dmVIAXpveN4Nudx3QLhVc7PsQWPQaqSC6+9tprrf685Q1EfHx8m+PMZgc7TBEEmotcP3r0COHh4XQDcBNqiIHoHkXXpwaPLJmQeecWLmzdiIInKXbHxQ4YjPGrXkGnhF6y8/i8Rm2THvfP5+HOqWzUlNnvaKvVadBjRCQGT++CsM7SbOnsCKLHQXR9avBoT19jSkrzCsWDh2DMdGzVj9eAAc0JxcTZMHTqBFEQPQau9thoacTlvMt8dSJrzFLRWOHQ7/T38MfkzpMxLW4axkaPhbfe22UalYLoHkXX1y7YIp/Ce591dz4C5Fxn/+nYsWwus1WJvWYDPWYCAdLuuFBUHGTq0dX6iqsbceZxMU4lF+FsSjGqGxzPC/WPCcD0Pmy7cyT6RQe88AfYosdA8TUXnQnVZXQdSq25SBAE4W5ykx/g/NaPkPPgnt0xnXr2xviVryK2/0DIneqyBtw+mY0H5/NgarD/N9vTR49+E2IwYHJn+AU7t5MtQYiCMSMDVXyF4kE0pjjWNdWzV6/mhOKcRHjQjh1hqDHW4GzOWb7l+XzuedSZHWsMEO4dzjs8sxWKw6OGw6CVd50uQmGYGoCMc81bnVlCsSrH8WMDYj5vxtJ1AmDoWLKcIJ7Fam3CvbxKvjKRJRTv5FY63N3ZQ6fF2IRQvjpxWu8IRAfR3JR9zcX169e76lcTBEEQhNAUZaTxlYppN6/ZHRMe1xXjVr6CbkNHCLsN2FGKMqt4PcXUG0VoaqXWTUCYF6+nyLo/e3hR2WdCeZhyc1F1+DCqDhzk258dwaNrV96UhSUUPbt3d7lGwjFK60txKvsUTyhezr/Mt0A7Qqx/LF+dyBKKA8IGQKtx7ZZQgmgXVfmfb3dOOw2YHO2gqwFihjUnE9kKRdbpWeavXQixqG4w4XxKCU8onn5czFcrOkqIrwevm8iasUzoEQ5fT3qN6Q5cdtXXrl3rql9NEA63pU9KSsLgwYPhL1EHRUJ9MRDdo+j6lOaxLC8HF7ZtwuNL5+yOCe4UjbErXkav0eN5N2i5eWyBJREz75ci6VgWch+3vi0wsmsABk+PRbch4dBq5ftmRMQ4yEmfUj0ac3JRfeQwqg4fQcPduw4dY4iJ+Tyh2Lu3rD5gEDEGzoBt5kqvSseZ7DM4kXECd0rvoMnBbaF9Qvo8XaGYEJQgSTyVGgc5eRRdH8dqBQpuf96MJT/J8WM9/IDuU5oTimy7s5+YzSxkEQeFe3wRfeyem1ZSy1cmsoTitYwymCxN7druPLVXBEbF+sFc9ARDh3Rz6bURPQYiQCldQrHodDr4+vryR8I9qCEGonsUXZ9SPFYVF+Hijk/w4MxJNDVZbY7xDw3HmOWr0W/iNGjbqVUEjy2YTRY8vlrIk4rlBfZXPLD31t0Gh/MmLVHd2t+sQEREioMc9SnJozEnB9WHP0so3rNf9uBZ9JGRCJg9GwFz5/B6inJKKIoYA2fQ0pCF1U48k3MGmVWO1cPUQIMhEUN4MpGtUozxi4HUKCkOcvUorD5jLZB25vP6iTWONRriBMUCPRObm7HEjwf04pcuETYOKvLoqL5GswVX0sqatzs/KkJmqaMrZwFfDx3G9wjjKxQn94pAZEBz3cO6ujok1/m5/NqIHgNF11wk5APVXCQIgngxaivKcWXXNtw+dghWi+0tcz6BQRi1eAUGTk+E3iDfelsNNSbcO5uLO6dzUF9ltDtO76FFn7HRGDStMwLDfSTVSBCuxJidzbc8V7OE4v37Dh2jCw3lHZ7ZKkXvoUMdXq1MuI5qYzUu5F3gCcVzOedQZaxy6DhWL3FUp1GYHjsdk7tMRqh3qMu1EoTDVGQDKUeak4npZwFzg2PHsW37XUY1JxPZCsXw3rTdmXAqBZUNTzs7X0gtQZ3R8T4aXcN8MaVXBE8ojugaDE89JfZUWXORINyN1WqFyWSCwWBweoMhwjHUEAPRPYquT64e62uqcX3vp7h5eB/MjbZrwnj6+mLE/KUYkjgfHl7eso1jZXE9bp/IxsOLeTAbba/KZPgEeKDvhCgMmNwFPv7ir3RQ4vNJdH1y9GjMyuKrE9kqRUdrKGoDA+E/fToC586Bz8iR0OiV9XJbjvMstyaXJxPZ1/XC6w7XT/TR+2BC5wl8heKEmAnwY9tEBUGOcVCaR7fqY9udc298vjqx0LGSDBzPQCBhWnMyMWE64CvvRLno80QNHp/V1wQNkrLLeTLxZHIxHuY79gFOSzOWUd1CeEJxSu8InlwU5dqIHgMRUNarHYJ4hqqqKpw5cwaTJk1CUFCQu+WoEjXEQHSPouuTm0djfR1uHtyLa/t28u9tYfD0wtA5CzF8/mJ4+frJNo4F6ZV863PareJWO/SFRPvyeooRPT1x/sI59LKEwQfKTC6K/nwSXZ9cPBozM3lCserIYTQ+eOjQMbqgIPjPmA7tuHG4XFeHSVOnwpdi4DasTVbcL7nPG7KczjmNlPIUh4+N8I7AmMgxCCgOwNopaxEZGgkRkUMclO5Rcn2N1cCTU80JRdaUpbbY8WNDugO9PtvuHDsG0Ml3J4Xc5okaPGYXluL9g5dQ4hGFS+kVKK8zOXxsZIDn02Ti+ISwdjdjkeraiB4DEaBt0YRit0WzTxZKSkoQFhbGP2EgpEcNMRDdo+j65OLRbDTyrc9Xdm9DfVWlzTE6vR6DZszByEXL4RsULMs4siYt6XdKkHQ8C/mptn220Ll3MK+nGNs3hNeOo7nmfkTXJ7JHY0bGZwnFI2h82J6E4gz4z54FX7ZC0WCgGLiRenM9ruRfeVo/saS+xOFjWUMWttV5UpdJ6BvSF2azWUiPcoiDmjxKoq884/NmLBnnAauDSRuNDogb+9l250QgLAFKRfR5okSPFmsT7uZW4syjYpx5XISk7ApYHcwqsV33g7sE8WYsLKHYLzqgQzWIpbo2osVAxPwPJRcJxSYXCYIgOorFbMb9M8dx6dMtqCm1/UaV1VDrP3k6Ri9dhYAwMTsptoXZaEHy5QK+/bmisJUmLVoNegyP4CsVw2OpUx4hbxrT01F95AhPKjYmJzt0jC44mCcUA2bPUuSWZ7nBEoisuzNLKF7Kv4RGi+0yFbbqJ47sNBJTOk/hCcUo3yiXayUIh2D1m3Oufbbd+TBQ7Ni9ieMV1NzVmSUU2XZnb1pdRTiPoqoGnHlcjLMpJTiXUoyKdqxODPDSY2LPcF47cVLPcIT6KXOHi1ygmosE0U4aGxuRn5+PTp06wdOTbmDuQA0xEN2j6PpE9dhktSL54llc3LYJFYX5dsf1GjsRY5evQUh0jCzjWF9txN0zubh7Ooc3bLGHwUuHfuOjMXBqF/iHeEmqUSRE9yi6PhE8NqaxhGJzl+fGR48cOkYXEvJ5QnHEiFYTihQD18LWRDwuf8xXJrKE4t0Sx+vMBXsG8/qJU7pMwZjoMfA1+Mo6jnLQqHSPTtNXXwE8OdG8QpFtd64vd/xY1oClpRlL55FsGwXUhujzRK4ejWYrrmeWNScUH5e0q3Yio1ekP1+ZOKVXOIbFBUOv08r62qhhnnUU9d19CNVQX1+PO3fu8JoIdANwD2qIgegeRdcnmkf2xvXJjau4sHUjSrIy7I7rNmwkxq14GRHx3SDHOLLViUknspF8KR8Wk/0mLb5Bnhg0tQv6ToiGp3frLxlorrkf0fW5y2NjWtrTLs+Njx873OWZ1VAMmD0bPsOHO7xCkWLgfEwWE64VXnu6QjGvNs/hY7sGduXbnVlCcWDYQOi0OsXEUQ4ale6xQ/pKnzRvdWarE7MuAQ42GYLWAMSPb04m9pwJhEjzOkRkRJ8ncvKYWVqLs4/ZVudiXHxS2q7OzgZtE0Z3DcHMATE8odg52AdKujZqmGcdhbZFE7QtmiAIgr2gupuE81s+QkGq/eRDl34DMX7Vq4ju2Rtyg/25L3hSiVvHsnhdRbTy1z+0sx+GzIhFwrAI6PTUEY+QH42pqc1dnllTlpRUh47RhYU1JxRnzYbPiOHQ6BxLRBHOp7KxEmdzzvIVihdyL6DGVOPQcTqNDkMihvCEIvuKC4hzuVaCcAiLCci6/Pl251LH7kscn7DPVifOArpNAbwCXKmUUBF1RjMuPSl9mlDMKLVfGscWPSL8+HZnttV5ZNcQeBno76YcoG3RBEEQBOEC8h4/xPktG5F9/47dMVEJPXlSMW7AYMgNK2vSklTMk4qF6a1vaWHNWViTFtaspSPFtQnCHTSmpDzt8mxMfeJwQjFg5gz4s4Ti8GGUUHQjmVWZfGUi+7pVdAuWJsdWzPgZ/DAuZhxPJk6ImYBAz0CXayUIh6grA1KPN69QTD0BNLbeKO0LRPb/bHXibCBmKODgqluCaOuD5keF1bwRy9mUYlxLL4fRYn8Hy/P4e+oxvkcYTyiyr5ggb5fqJeQFJRcJxVJTU8OXLg8cOBB+fn7ulqNK1BAD0T2Krs+dHosy0vj257Sb1+yOCesS9/+z99/BbeVbfi/6Rc5gzhRFKlOJFJVJhVa3Qp+c8/j42nWnambsKnt8q+x679ZzmD987ffuG88te8b23Hrl8ZlwcujT3XNaodWtHClRkYqUxJwDcuar3w8ESKoJCgA3gN/ee32qUKDEHdba64dN4IsV0PHdH2Ltzj0FFduy8TEcjPKyZzb52TUeSLmdVqfBht1VaDnagPL67NcIrbXCI7p9Uvtos9m4oOiem/Icep6moFhRDuex43zKs3WntIKi2mKwEh+jsSjujN2JC4r9n+LFzIu0962z1+Fw/WEuKO6q2gWDTtrJnXKIoxxsVLqPn7GPFQSOPZ7PTuy7xpo4p3cwnQloOgRsfBdYfwIojmcVEfJfJ4X2cdoXwsVn40lBccSV3uArBnvru62uiGcmMjGRTXk2LNE7sZAxyNe51bDOVgqJi4RiYUIAGxNP2TeFQw0xEN1H0e0rhI+TgwO4/PO/xePL51NuU1xdg/Zv/x427T/Ip0HLyUefK8QHtNw714+gN3UPJyMb0nKoDtuPrIK9ZOW9Y2itFR7R7ZMK0/AwZi5fwcjZswj19KS1j76iAo4TJ/hQFsuOHTnLUFRDDFbiozfsxeXBy1xQZGXP08HptPdlPRPZZGcmKK4vXp/TayyHOMrBRqX7yOwyamehe3Ue6D0XFxSnUvdr/gz2qrly588Baw4DxtRDhgj5rpN8+xiNzeJO/3Sy1PlO3zRiGTTCK7cbcWh9BQ5vrMCBdeVpTXYuZAzydW41rLOVQj0XCeq5SBCEKnCNj+LKL36CB+fO8GnQS2EvLcP+b34PWw4fhS7NAQ6iMDnkxZ0zvXh8bQTRSOpMCXvp3JCWjloY3zCkhSBEgL1VDXZ3w3XqFNynTqcvKFZWLhYUBfiiQI0Me4eT5c7Xh68jHEs9mX4hZp0Z+2r38WEsh+oPodxSnnNbCSItpl7FpzuzUueeT4FQej1BOTWtc+XOJ+I/032JkIARV4ALiexx8ek4Zvzp3WcZeq2GT3NO9E7cXOOEVksCmpLpp56LBJH5h5FoNAqdTkffMBQINcRAdB9Fty8fPnqnp3DtNz/D3dO/QzSydCafxeHE3q99By3HPge90Qi5+Mj+f/DpNLpO9+LlvYllj1HR4EDrsVVY21YJ3RIlLbmyUUmI7qPo9mXqS+Du3aSgGO7rS2s/fVUVHCeO8ynPltbWvAuKSopBtj7GZmPonujmpc5MUHw0+SjtYzMBkZU7M0FxT80eWPSF6eclhzjKwUbF+Bh0Ay8vxsXE52eByfRaMHDYGl57JC4mrj8OOGtzaakqEWad5NHHYCSKzpdTSUHx0bA7o+PVl1i4kMge+9eWwWE2yDYG+Tq3GtbZSiFxkVAsMzMzOHfuHA4fPsxHxhP5Rw0xEN1H0e3LpY8Bjwc3P/gVOv/+PUSCS/eXMVlt2PXFr6Ht81+G0WKFXHyMRWN4fnuMi4qjr5Z/Q7l6axkf0lK3oTinb4bUvNZEQXT73sRsNAr/7dtwnTwF9+nTiAwPp7WfvroazhPH+VAWS2tLQTMU5R6DbH0MRAI8K5GJief6zmHUP5r28TaUbOClzkxQ3Fy2GVpN4TO55BBHOdgoWx9ZdcNQV1xIfP5JvHdimhm3HGfd/DCWpoOAgYZe5BK1vBZ+8dE5RCo24EafB5efT8AfTm/oFcNs0GLfmrKkoNhUbpP0PWEhY5Cvc6thna0UKosmFFsWHQqFMDo6isrKShgFzERSA2qIgeg+im5fLnwMBfy4/bv3ceP9XyLo9S65j95oQtvnvoRdX/4GLHYH5OJjsbMUz29M4M7HfXBPLjOkRa/Bxj3VaDm6CmW1+Wk6rca1Jhqi27cUs5EIfNevxzMUz3yM6Ph4BoLiCT6UxdJSWEFR7jHI1kedQ4ero1e5oHhl6Ar8EX9a++u1euyu2s0FRfaotYuXySWHOMrBRln56BqcExPnBEX/ZNq7zkIDTd3OuJjIBrKwSc+U2ZQ3lPpamPKGcKVnApeejePC0zH0TqZ3j02wocqeHMSyu7EUZoNOkTHI17mVtM76c6T/kLhIKFZcJAhCXURCIdw98ztc+83P4ZtZekiAVqfnpc97v/Zt2IpLIBe800Hc/aQfDy4MIOhLPaTFZNVj66E6bDtSD1vRyoe0EEQumA2F4L1yhQuKno/PIjqd3lAPQ309HMePw3n8GMzbtwsjKKoF9pHhydQTPojlXP853B27i1mk9zGiyFSEg3UHuZjYUdsBu5EmbRIFJuwHXl2KC4ms3HmsO7P9rWXA2rfjj3VHAXtlriwlVII/FMWNl5O49HycC4oPBl18AHm6OMx6HFxfzgXFg+srUFtMGbPE0lDPRYLI4tuFkZERVFVVyf7bBbmihhiI7qPo9klBwO/HtQ/fw6OzH8EzsXTWk0ajxebDb2P/N76HosoqyIXJQS9un+nFk2vDiEVTv8N0lpvR8s4qbNpfA6O5MH/a1bDWRPdRZPtigQC8Fy/GBcVPPkXMnV5/KGNTU7yH4vHjMDU3IxwOx32MRITzUfQYZAOb7nx18CouDFzAhf4LGZU7r3auxlv18ezE1spWnrEoF+QQRznYKJSPTKUZeTCfnfjqMhBdumXKkmgNQMO+eUGxejtCkUjcPmMxlBkBeSDX10IkGsOd/hlcfjbOBcVbr6YRiqYeyPc6LDl2e11RvNR5YwVa6ouhz0FPbdFjkK9zy3Wd5RP5/JUniAzx+Xy4desW74tAN4DCoIYYiO6j6PatBDbx+fHVi7jw4x/BNZq6N9uG/QfR/q3vo6wu/g2dHLKDhp5N4/apNw9pqVztwI7jq7GmtRzaAr2hVMNak4uPotkX83rhOX8+LiieO49Zny+t/UwbN8Jx/BgXFI3r1i3qCyWaj68jun3p3H9euF5wIZEJip0jnYjEUmdLL4T1SmytaE2WOzcVNUGuyCGOcrCx4D56xuLTnNlkZyYoekYy279s/byY2HgAMNlVFwM5IJc4sPvr01EPz0pkj2s9k3AH07u/JiizGXB4Y2UyO7HUJoa/hYxBvs4tl3VWSKgsmlBsWTRb2rFYDFqtliY6FQg1xEB0H0W3L+sPv103cfEnf42xlz0pt1vTthvt3/49VDWthRyIxZhfY7h9uhcjL1zLbtu4vRw7jjWgZl2RMHFV4lqTm48i2Bd1u+H55BM+lIVlKs6mGKb0OuatW5Mlz8bGRqF9XA7R7VsKNozlxvANXu7MBMUBz0Da+1r1VnTUdXAxkZU9l5jl025C7nGUg4159zESjA9fYUIiK3UevpvZCc1FQNNhYN07wJojQMlqae0jcoLIcRiY9nMhMZ6dOIExdwbZsnODWPY0laF9bRk61pRic20RdAX+Mlm0GOTr3CKvs0yhsmiCyBD2omej4onCoYYYiO6j6PZlSv+jB7j44/+JgUcPU25T37wVB777Q9Rt2gw5EAlF8ejqMJ/8PDOWulm3Tq/Fxn3VaD26CiXVNoiG0taaHH0slH2RqSl4zp6F6+RJeK9cBcLpTVW17NjBBUXHsWMw1teltQ/FQBqYgMjFxP4LfMpzMIPy0Hp7PQ7VH+KP3dW7YdQpL4NDDnGUg40595HlyEw8iwuJTFB8eREIezM4gRao3z2XnfgOULuD/bGVzj4iL4gUh2lfCFeeT8z1TZzAi/EM1iN7r6fVoKW+CAfWlaN9XTl2NBTDpBfDN1FjkK9zi7TORIXERUKxeL1ePHjwAFu2bIHNJt4HcTWghhiI7qPo9qXL6MseXPzJj/Di9s2U21Q0rsGh7/8vWL19hyy+UQx4wrh3rh/3Pu2H3x1edkjLxvZKaCum0bprlbBxVMpak7OP+bQvMjYG95kzvOTZd/0GEI2+eSetFtZdu+YExaMwVGXe/5RikB3haBi3Rm8ly517ZlJnfb8O65W4q2oXz0w8WH8QFboKPHz4EFuKtyhSWBQ5jnKzMSc++qeAnnNzpc6fADN9mR20uCEuJDJBsekQYCmW1j4i7xQyDmwIy81Xk7jIsxMncH9wJqMhLImpzh3rytGxthx715TCYTbIbq0V0r58nVv0GIgAiYuEYkmkLlPlf+FQQwxE91F0+97E1NAALv3sb/H48vmU2xTX1KF6534c+uo34HA4IDqucT+6zvSh+/IgIqHUjbsdpWa0HF2F5vYahCIB3L8/LXQc5b7WlOBjru0LDw3Bffo0FxT9nbfiWUNvQq+Hbe/euKB49B3oy8pWZIPaY5AJo75RXBy4yAXFK0NX+HCWdKm0VibFxH01+2AzzH+Q8ng8wviohjjK2UZJfIyEoem/DgxeiWcoDrJ7T/pDL8AmkzcejJc6M0GxdE18EoZU9ik8BnIgn3FgQ1juDsSHsDBBMdMhLIzaIjMXEw+sL8f+tWWodJhlv9YKaV++zi16DESAei4Siu25SBCEfHFPjOPKL3+M+5+c5oNblsJRXoH2b/0Amw8dgVYrfpnC6CsX76f4vHN0WU2mfJUdO443YF1bZcGHtBBEqK8P7lOnuKAYuJNe/zKNwQBbRwccJ07AceQt6Iqzzwwi0icai+Le+D1e7sxExe7J7rT3TQxjYWIiExU3lGyQRQY4oUDYH8jxp8CLc/FhLC/OA8Hl+xAvRgPUtMyLifV7AL0yM2yJ3MOkkmejHi4ksjLnaz0TGQ9hKbYasH9NWTw7cV05GsusdH8lCgr1XCQIgiAUj881g+vv/QJdJz9ANEXfNmtRMfZ+7TvYfvRd6A2fLR0R7U1p38NJ3DrVi4HHU8tuu2pzKR/SUr+phN50EgUl2NOTFBSDD9MTqDRmM+wHD3JB0f7WYejsi6eqErlhKjCFS4OXuKB4efAyZoIzae9bai7FgboDXEzcX7sfRaainNpKECmZ6Y+XOjMhkYmK7qHM9nfUzE91XvMWYCvPlaWEChhMDGFhvROfjWM0iyEsuxtL49mJ68qxucYJrZbe1xHKh8RFQrFMT0/j3LlzfFx8MWVNFAQ1xEB0H0W3L0HI70Pnh+/h5ge/Qsi/9FATo8WK3V/+Bto+/2UYzRahfYxGY3h2YwS3T/dhYsCTcjuNVoP1uyrReqwBFatSl3SL6KMcbVS6j9nax0Tw4JMncJ9kguJJhJ49T2s/rdUK+5EjvOTZfvAA/3euUWoM0iU2G8OjyUfJyc73xu5hFukXIW0p28IHsTBBcUv5Fp6xqLQYSIEcfJSDjSnxTgAvz88LipPp3XOS6M3A6o55QbGyWbJSZ9XEQEGsNA5sCMvVnolk38SeLIawbE8MYVlbjrbV0g9hEX2tFdK+fJ1b9BiIAImLhGKxWCxobW3lz0RhUEMMRPdRdPsioRDunP57XPv1z+B3L132pDcYseNzX8Lur3wTFrtDaB9DgQgeXhzEnY/74JlK/U233qTDlo5abH+nHs6yN9stko9ytlHpPmZiHxMUA/cfwH3qJM9QDL/qTescWqcTjrff5oKiraMdWpMJ+URJMUgXd8iNK4NXuJjIyp3H/eNp7+swONBe187FxI66DpRbyhUfAymQg49ysDFJ0AO8uhzPSmSP4XuZH6NyC7D2SLzcuWE/YCi837KKgYLJNA6BcBQ3Xk7yMmeWmZjtEBYmJLLsRDaExbnEEBY1rbVC2pevc4seAxGgnosE9VwkCCLvxKJRPDj3Ma784sdwT4wtuY1Wp8O2t49j39e/C3vpyoZA5BrvTBB3z/bj/vkBhPype/FYnEa0vF2PLQfrYLaJXdJNKA/Wv9TfdQfukyf5YJbw4GBa++lKS+F45524oLh3DzRG6l+WS9hb8+fTz7mYyB63R24jMpt+j6/1Jevjw1jqDqKlsgUGLd1riDwTCQL9N+YyE88BA51ALJJ5qXPTYWANexwBnDW5spZQOGwIyz02hOX5BC4+HUdn7xRCkcyHsLTPlTm3syEszjcPYSEIUaGeiwSRIaFQCOPj4ygvL4eRPggVBDXEQHQfRbOPiRtPrl3GpZ/9DaYG+5feSKNBc8dhPqyluLpGaB+nhr18SMvja8OIRVJ/V1dcZeX9FDfsrYLeoJN9HOVqo9J9XMq+2UgEvpudvIei+8wZREZH0zqWvqICjmPHuKBo3bUTGr0YbxnlGIN08IV9uDF8Iy4o9l/AoDc94Zdh0Vuwt2YvFxNZyXO1rRpqjoFafBTKxlgUGLozN4TlHNB7FYgs3eIkJeZioOlgXFBkj/L1CIXDcR/NZRAxCkLFQMW8HofEEBaWlXjp+QSuPs98CEuRxcBFxISgWOghLKKvtULal69zix4DERDjnSJB5ACfz4cbN27wvgh0AygMaoiB6D6KYh97o/fyzi1c/MmPMPoidW+lNTv34MB3/gEqVjcJ6yPzZej5DG6f6sXLu8uXJ1avKeKTn5u2l/P+inKPo9xtVLqPCfsOdXQg1P0oLih+/DGik5Np7a+vrYHz2HE+lMXS2gKNVrxp5XKJQTr29bn6cH7gPBcTmbAYioXSPs9q5+p4dmL9Qeyq2gWjLn/XQvQYqMXHgtrIJzo/mc9MfHkBCKQ/TIhjsMbLm9fMiYnV21jJgqziILp9aoHF4fTFG9DUNOP2oC+rISwmvRZ7mkp5qTMfwlLr5L0URUH0tVZI+/J1btFjIAJUFk0otiw6FoshEolAr9dDK+AHJDWghhiI7qMI9g087sbFH/9P9HffT7lN/eatOPDdf4i6jc3C+hiLMYF0HLdOvcLIi6X7Q3I04GLijuOrUbO2SDFxVIKNSvYxFgzCc/EiXCdPwfvpp4i5llmjCzCsboDz+HE4jp+AeesW4SeVixyDN9kXiobQOdLJh7Gw3okvXS/TPq5Ra8Tu6t1cTGQTnpm4WChEj4FafMy7jdO98eEriSEsnuHM9tfqgfrd86XOdbsAvVHWcRDdPiUzMO3HjReTuMYePZkPYWG64fb64niZ87oytDWUwJxFZUm+EH2tFdK+/H0OEDsGmUBl0QSRIexFT98qFBY1xEB0Hwtp39irFzxTsefWjZTbVDatxcHv/hCrW9qyFjVy7WMkHMXjq8O8/HlmNHWZl06vxcZ91Wg9ugol1TZVrTO52Kg0H2NeLzwXLvAMRc+n5xDz+dLaz7huLZzHT8Bx4jhMGzYILyiKHIM32TfsHU6WOl8dugp/BqWirLz5UN0hLijuqd4DK8v0EgDRY6AWH3Nuo3c8LiImSp2nXmR4AE08G5FnJr4FNOwDTHZFxUF0+xTVh3bMg+svpvgglusvJrm4mCnrK+18AAsrd967poyXPssF0ddaIe3L17lFj4EIkLhIKBav14tHjx5h06ZNsNmk/aBPpIcaYiC6j4Wwb3p4iPdUfHT5fLx0aglKautx4Du/h/V7O1YsbOTKx4A3jPvn+nH3k3743eGU25msemw9VIdtR+phKzKpcp3JxUYl+BidmYH7k0/gPnUa3osXMRtKr5TWtLl5LkPxOExr1kCuiBCD5Zhxz+DD2x9iwDiAq6NX8WTqSdr76jQ67KjcwcVEJiquLV4rpPAregzU4qPkNgZccxOd5wTFkdTVBikpWzefmdh4ELCWKjoOotsn5wEs3UNuXHsxwcXEmy+nMOFNv21Egho2hIWVOa8v489VMh7CIvpaK6R9+Tq36DEQARIXCUV/y+X3+/kzURjUEAPRfcynfZ7JCVz55Y9x/5PTfBr0UjjKKrD/W9/DlkPv8GnQIvroGvfjzsd9eHh5CJHg0n4w7KUmtL7TgOaOGhjNelWvM7nYKFcfI+PjcJ/5mE949l67BkTSa0xvbtmeFBSNc+UvckfEdcayEy8NXMKlwUu4MngFnrAn7X3LzGVcTGT9E/fV7oPT6IToiBgDNfq4YhvDAaD/+nypM5voPJv6b96SOGrneyY2HQKK6qCmOIhun1wIhKO40zcdz0p8OYXOl5PwhjJciwCcZj0XETvWxQexrCm3CfkFjRLXWiHty9e5RY+BCFDPRUKxPRcJgsgPfrcL19/7Bbo++gCR8NLfLFscTuz92nfQcuxz0AtaUjDW6+alz886RzEbS/2nsazezic/r9tVCZ1O3j1XCHEJDw7y6c6uU6fg77yVMgt4ERoNLDvb4oLisWMw1Lx52jqROYneiQlB8dn0s7T31UCDbRXbksNYmkubodXQfYTIA2yi82AX8OLTuKDIJzoHMjuGpSQuIvLHW0DZWn7fIYhMcAfC6Hw1xcubmaB4p28GoWgs4+OwsubdjaXY01SCvU1l2FpXJNQQFoIQFeq5SBAEQQhFKODHrQ/fw433f4WQf+leb0aLFbu+9DXs/PxX+M+iwb5f6+ue5JOf+x9NLbtt/aYStB1fjfrmEsV8E06IRfDFC7hPn+E9FAP30yxJ1Oth27uXi4mOo+9AX16eazNVSa+rlw9hYWIim+ycSe9Elo3YUdfBBUX2XGpeWakoQaQF+0Ji7NH8AJaXF4FgphOdbcDq9riYyDIUq9hEZxLDicwY9wT58JXrc/0Su4dcWOY73JRUO83Y3cTExFLsaSzlPRS1JCYShDCQuEgolpmZGVy4cAEHDx5EUZE0E1uJzFBDDET3MRf2RcJh3D3zO1z79c/gm5lechu9wYjWd7+IPV/5Js9aFM3HaDSGZzdHeabiRH/qEkaNVoN1Oyt5pmJFgwOFQvR1JhcbRfORidvBJ0/gPnmKlzwHnz5Naz+N0QjbgQNwHD8Gx1tvQVdcPG/fBx9QDCTAF/ZxETEhKPa5+zLaf51zHY6sPsKzE7eVb4OeTcpVCPRaF9jGqVfxfom8byKb6DyS2UG1BmDVnvky57qdb5zorOY4iG5fIWB/1/qn/MnBK0xQ7BnLbJJzAlbWzDITmaC4t6kU9SWWJb/cVUMcRPexkPbl69yix0AElPNOhyBew2w2o7m5mT8ThUENMRDdRyntY30UH54/i8u/+Du4x8eW3Eaj1WLbkePY983vwlFaLpyPoUAE3ZeG0PVxLzyTwZTb6Y1abD5Qi5a3V8FZbkGhEX2dycVGEXycjcUQuHePlzuzLMVwb29a+2mtVtjfOsz7J9oPHoR2iWbiFIOVfSBm5c2s1Pni4EXcGrmFcCz1IKelshPba9uxt3IvVs+uxva122Ey5WbAU6GhdSYGzLatjVWw9vwO6LsUFxOnXmZ4FA1Q0zLXN/EQ0LAfMIozqED0OIhuXz7g985RD67NlTizDMXBmQzL7eNdPdBc7YxnJTaVYldjCSod6V1XNcRBdB8LaV++zi16DESAei4S1HORIIhlYX8mnl6/jEs/+WtMDvan3G5Tx2G0f+v7KKmRtqG7FHhngrj3ST/unx9A0Jd6GIbFYcD2I6uw9XAdzDZDXm0klMtsNArfzU6encgekZH0som0RUVwvP02L3m2dbRDq1CxqlC4Qi5cHbzKMxNZhuKobzSz3onl23iZM3tsLdsKnVaaIVUEkRLvOPDqEvCSPS4Cow8yP0b5hvmJzqs7VjzRmVDfJOcHgy4uJDJB8ebLSUz50v8iJoFBp0FLfXG8zLmxFG2rS3gPRYIgcg/1XCSIDAmHw5iamkJJSQkMBvpjVQjUEAPRfVyJfUxUfHWvCxd//COM9KQu11zTthsd3/kHqGxcA9F8nBr2outMHx5dHUIskvq7tOIqK1qPrsLGfdXQG8QTCERfZ3KxMZ8+zoZC8F69GhcUPz6L6ORkWufQVZTDcfQonMeOwbp7NzQZXEuKwfLEZmPonuhOljrfHbuLaAbTcdlkZyYkHqg7gP01+1FsLpbUPrlAPuYRz+icmHgxLiiOdWd+DGf9gonOBwFnLeSCMHGQqX1STXLu6ptODl+59Woqq0nOVqMOO1eXzA1gKUXrqmKYJXq/pYY4iO5jIe3L17lFj4EIkLhIKBav14srV67g8OHDKJ7rR0XkFzXEQHQfs7Vv8MkjXPzx/0Tfw3spt6nbtAUHvvdD1G/aAtF8HHo+g9unXuHF3XFgmfz86jVO7Di2Go0t5UI3BRd9ncnFxlz7GPP74bl4Ee5Tp+H59FPE3O60jmuorY0PZDlxHJaWFmh02X3gohh8lgn/BC4PXuZi4pXBK5gMpCfyMvQaPVorW5OC4oaSDW+c7EwxUAYF89E9HBcSE9mJ448zP4aldH4ACxMUS9fIdqKz6GtNdPuywcUmOb+cSg5fuds/jXA080LHEqsBuxrjvRKZoLil1gm9LjfDgJQYB7n5WEj78nVu0WMgAlQWTSi2LDoWiyEYDPKeR1qabFcQ1BAD0X3M1L7x3pe4+NO/xvOb11JuU9G4Bge/+0M0tu4UYmpywkejwYhX9+OTn4d7lp+I2bi9HG3HG1CzTh5vDkRfZ3KxMRc+Rj0eeD75lGcoei5cwKw/vSnCxqYm3j+RiYrmLZsleS2pNQYLicQiPCMxkZ34cOJhRsevsdVwIZEJinur98JutEtqnxIgHyXENRgXEV+xzMSLwMSzjA8xa7RDwyc6z5U6V25RzERn0dea6Palw5g7OD98hU1yHnbxQeOZUlNk5hmJu+cExbUV+ZvkrIQ4yN3HQtqXr3OLHoNMoLJogsgQ9qK3WAo/iEHNqCEGovuYrn3TI8O4/PO/RffFT1k99JLbsF6KHd/5PWzY28EHt4hCLDqLnpuTvPx5esSXcjutXoONe6vRerQBpTXiNKxXwjqTi41S+RiZmoLr44/hOn0avstXMBtOr9+UaXMzL3dmgqJp3bqc2adklvJx2DvMB7EwMZH1UHSH08sYZRi1Ruyu3p3sndjkbFqR0KvWGCiNnPk40z/XL/FCPDtxsifzYxisQMO+eL/ExoPQ1LUBOmWW6Im+1kS373VYTlHfpJ9nJbLBK+z5xXiWk5wrbMmsRPZINck5H8gtDkr0sZD25evcosdABEhcJBSLz+fDkydPsGHDBlit1kKbo0rUEAPRfXyTfZ6pSVz91U9x7+OP+DTopbCXlWP/N76HrW8dhTbLcs1cEPSF+YCWOx/3we9OLe4YLXpsPVSH7W/Xw1Ykz4EYoq8zudi4EsIjI5j8+99h/IP3oe1+xL7CTms/S2vrXIbiURjnviXOFUqPQcLHB48ewFvixc3xm1xQZFOeM6HR2ZjMTtxZtRMWvXQfFtQSA/IxTaZ754evsOzEjKc5sz9i9riY2HgAWH0AqG3lYmLSxvIwrFZliouirzXR7YvFZvF01IPrLyZw/eUUFxSHXZlPcmYJiJtrnfF+iY1sknMpKhzivJ8SPQ5q8LGQ9uXr3KLHQARIXCQUSzQaxczMDH8mCoMaYiC6j6nsC3g8uP7bX+D2795HJBRccl+zw4m9X/0WWo9/AXqjEaLgmQpwQfHBhUGEg6mvu73EhJZ3VmHzgVoYzfL+cyf6OpOLjZkS6uvj/RNZybO/q4v/3xtzdnU6PoiFiYmOo8dgqKpEvlBiDBLZNi9dL3nvxPO953Fz5CZCs6G092fi4d6avThQGxcU6x25a/+i1BgshHxMAcv6n341P3yFPc/0Zn5yk3OxmFjTAug++zeM4lB4RLMvHI3h/sDMXJnzFG6+msR0FpOcjTotWlYVJcuc2SAWh1lcAVu0OKjRx0Lal69zix4DEaCei4Riey4SBPFZwoEAbv3ut7jx218i6Fu6FMZosWDnF76GnV/4KkwCfTM3OejF7dOv8OT6CC+FTkVZnR07jjdg3a5K6HLUPJxQLsFnz7iY6Dp1GsHu9CazsonOtvZ2OI4fg/3tt6EvKcm5nUpnJjiD68PXebkzG8Qy6B3MaH82fIUPYqk9gB2VO2BQaNkoUUDYRyhW1pwYvsLERFd/5scxFwEN7UAjK3M+AFRvB7TiVAkQ4uIPRXG7b2rBJOdp+MOZCx82NsmZZyWWYE9TGbbXF0k2yZkgCPGgnosEQRBE1kTCYV76zEqgfTPTS26jMxh4luKer34LVmcRRGHw2TQf0vKSTX5ehrqNJXxIy6rNpUIMmiHkAfuONfDwYTJDMdSTXg80jcUC+8GDvOTZfvgQdA5Hzm1VMmwQy/3x+1xIZKXO98bvITabXuk5w2F0oL22HR218d6Jldb8ZYwSKhITJ57PD19hgqI7M9GbYy6e65d4IC4oVm0lMZFIixlfmGcjJiY5syzFbCY5l9qM2D0nJLIy5+YaR84mORMEoR5IXCQUC0tbvnz5Mtrb21FUJI5QoibUEAPRfZyamsJHf/NXcHXfhWdibMlt2HAW1k9x3ze+B2d5BURgNjaLF3fH3zj5mWmIDdtKECkZwZHPrxEyBmpYZ3KxMcFsLMbLnBOCYnhgIK39NHY73Bs3YNW3v43K48ehFayxt5xiwBjyDHEhkZU7Xx26Cnco/UEsGmiwtXxrfBBLbQf/Wa8t/NtaucUgG1Tj46VLONBcBcd413x2omc484NZSuMiIitxZs8STXNWTRwE9jHX9o26AkkhkT0ej7izmuRcV2xJljiz57UVNkV9CSv6OlGDj4W0L1/nFj0GIlD4d2EEkSPYmPi1a9fyZ6IwqCEGovrIsrGe3biCCz/+EaYGU5dpbdx/EO3f/j2U1tZBBKLhGB5fH0bX6V5MDaee/KwzaNG8vwatx1bB5NCit9cmXAzUsM7kZCOb6Oy7cYNPeHafOYPo2PKZsAl0JSVwHH2HZyjqWlvRNzSE4oYGaM1miIboMfCFfbxfIhMTWbkz66OYCRWWCuyp2oP1hvX4wpYvoLqoGqIhegykQLE+xqLAyH3g1RXYX1zEsVeXoL8+mflxrOULxMQDQMUmScRE1cRBRj5KaR973/ZqwrdokjP7dzasq7RzIZFPc24q5eKikhF9najBx0Lal69zix4DEaCeiwT1XCQIBcHfnN7rwsUf/wgjPU9TbtfUuhMd3/0hqprWQgRC/gjuXxjA3Y/74J1JPajBZNVj21v1/GF1ijNkhhCTWDAI7+XLPEPRc/YsojOps2AXoq+qguPYMf6w7myDRk/fxWYDK2t+MvUk2Tfx1ugthGPpDxcwao18mjPLTtxfux/ri9crKtuGKDBhPzDQycVE9F4B+q4DGWTPJrFVzvdLZIJixcZ4Wj1BvGGSM8tEZL0Sr7GeiS8mMepeesDemyY5b6mdH77Cyp3L7CR+EASRGuq5SBAZEolEePoyS1vW0wfDgqCGGIjk48Djblz6yY/Q9/Beym1qN27Gwe/9EPXNWyEC3pkg7p7tw/1zAwgFlp/83Hq0Ac0dNZ+Z/CxSDHKFHHwUxcaY1wvPhQtxQfHcOf7vdDCsWsUHsjiPH4d52zbeLkBUH1Mhgn3j/nEuJLLsRPY8EZjIaP91xeu4kMhKnZmwaNabhfNxOUS3T9U++iaBvmtxIZEJioO3gQzE7iT26vl+iY0HgbJ1BRETZRsHBfmYiX2hSAz3B2fiw1fmBrC4ApGMz2nUa9G6qpj3SmSCYtvqEthN4l2bfCL6OlGDj4W0L1/nFj0GIkBXhVAsHo8HFy9exOHDh1FcXFxoc1SJGmIggo+jL3tw6ad/jZ5bN1JuU1rfgMM/+Edo2rFLiMyfqWEvL31+dG0Yschyk59t2HF89bKTn0WIQa6Rg4+FtJFlJHo+/ZRPePZevIjZYHrZH6b16+A4dpyLiqaNG9/42hA9DoWwLxQN4fbobd47kYmJjyYfZbR/kakI+2v282EsTFSsti1f6kwxKDyy8XG6D+i9CvRejj+PPszuOM66BQNYDgCla4TITJRNHBTs43L2+UIR3O6dTvZLZFOdA+H0h1QlYMLhrsaSZL9ENsnZpKcBQHJaJ2rwsZD25evcosdABKgsmlBsWXQ0GoXP54PVaoVOR3+EC4EaYlBIHycHB3D553+Lx5fPp9ymuLoWO7/8TWw9dAR6gwGFhg1nYUNaeu6MAcv89anbUMxFxYYtb578TOtMnTZGJibgPvMxH8jivXqVfaWc1n7mrVt5/0TH0aMwrWlSVBzyYR972/jC9SI+1XngEu+h6I/4095fr9Fje8X2+GTnug40lzZDl8GkXIpB4RHSx1gMGH8MvJoTEll24kxfdscqXYtYwz4Eq9pgXH8EujIxxERZxEFlPi60zx2M4sbLKZ6RmJjkHIll/jG73M4mOc8PX2mucULHap8J2a4TNfhYSPvydW7RYyCC/kPiIqFYcZEglIprfAxXf/lj3P/0DJ96uxT2snLs/8b3+BRobYH/API+kPcnuKg4+HQ69YYaYG1rBVqPN6C6iaawEZ8lPDQE9+kzcJ86Bd+tW3FB4U1oNLC0tcF5/BgXFA11YgwvkhMzwRlcG7rGS53ZY8g7lNH+9fZ6LiQyQXFP9R7Yjfac2UqohEgIGOqaL3Huuwr4pzI/jkYLVG8HGvYDq/cDq/YBjqpcWEwoCPa+pn/Kj1u9U7j5cio5yTkb6kvik5xZmTMbvrKmXFmTnAmCEA/quUgQGeL3+/H8+XM+1cliUfaUNFFRQwzy6aNvZhrXfvNz3Dn1IaIpsrQsziLs/eq30XLsc9AbjQWNQTQaw9MbI1xUnBxM3fdOq9dg0/4a7DjagOIqa8bnoXWmbBtDr17BdeoUFxUDd++mt5NeD9uePfEMxXfehr6iQhVxkMq+SCyC++P341OdBy/xn9lwlnSxGWxcROTZibUdWOWMv4GVArXEQGQK4mPQHR+4khATB24CkUDmx2E9POt3x8XEhn3Aqj2AySHLOMrBRqX4yEqc7/XP4FbvNBcUWbnzuCfz4SuMDVXxSc5cUGwqRU2RMmOnxnWiZh8LaV++zi16DESAxEUJ+PTTT3HkyJG0tv3Od76Dn/zkJ0v+7tWrV/jTP/1TnDp1Cr29vfz/GhoacPz4cfyLf/EvsHr1akntVjrhcBijo6P8GtINoDCoIQb58DHg9aDzg1+j88P3EA4u/WHKaLFi95e+jrbPf5n/nE/7XicUiODhxUHc+bgPnqnUb76NFj22Hq7D9iP1sBVlP9mQ1pmybGQZIcEnT3m5M8tQDD55ktZ+GqMRtgMH4lOej7wFXQ764Ygeh5XYN+gZTPZNvDp0Fe4MpuZqoMHmss3JUmdW9mzQ5qYNg5JjIBfy4qN7JC4kJh7D94AMBO4klpJ5IbGhHahpAfRGRcRRDjbK0UdebTHh4z0Sb72a5s/dQ25EsyhxZuXMW2udCyY5l6LE9ub1R2QGvRbUbV++zi16DESAyqIFERffe+89/OAHP4A3xVRLu92Ov/3bv8WXv/xlSA2VRROEmDAh8fZHH+DGe7/gAuNS6I0mtH3uS9j15W/AYv9s9kU+8blCuPtJfPJz0Je6/52t2ISWd1Zhy4FaLjASBHsrErh3b05QPM2zFdNBY7XCfvgQnMeOwXboMHR2W85tVQq+sI/3S2R9E1mG4kvXy4z2r7RUor2unQuK+2r2ocRckjNbCYXDPopM9izol3g5/u9sKGqIC4msxJmJieUbgCUmvxNEAm8wgjv90zwb8fZcVuKEN5TVsUx6LXY0JCY5l/GfbSqf5EwQhHhQWbRM+Ku/+itUVaXu1VJTU/OZ/7t//z6++93vIhAIcBX893//93Ho0CH+u/Pnz+Mv//Iv+XQiJkzevHkTW7ZsyakPBEEUlmgkjLsfn8S1X/0U3umle0hpdXpsP/ou9n7t27CXlKKQTI/60HWmD48uDyEaSZ1ZUlJt5UNaNuypgk5PH/bUzmw0Cv+tW3zCs/vMGUSG0uvjpy0qguPIET7h2dbeDq3ZnHNblQAra348+TjZN/HW6C1e/pwuJp0Ju6p28YnOrNR5bfFa6gtGZEc0AozciwuJCUHRO5rdsSo3z2UmzvVMLKIvyIk3DKQa9y4qb3487EIWSYmcEqsBOxoSk5xLsLWOJjkTBKFeSFyUGDaavLGxMaN9/uRP/oQLi2azGZ988gn27t2b/N03vvENfP/738dbb73Ft2Hb/vSnP82B5crD5XLh6tWr2LdvH5xOZ6HNUSVqiIGUPsZiUXRf+BSXf/53cI2NLLmNRqPF5kNvY/83v4eiyqqCxmD0lQu3Tvai5/YoTzxJRc26Ii4qNm4tgyYHEw9pncnHxtlQCN5r1+MZih9/jOjERFrH1pWV8WEsXFDcsweaAk0+Fz0Or9s37h+PT3WeK3eeDExmdLx1xeu4kMiyE9uq2mBm/eoKjNxioEQy9jHkAwY650ucWe/E0NLZ+MvCSu3r2uZLnFm/RGupauMoBxsL7aM7EMadvpk5IXEKt/umMe0LZ2ULe/uyqdqJttXFaGso4aJiqSGCa9euYV/bRsXGQA7Qa0Hd9uXr3KLHQARIXCwwsVgMH330Ef/5D//wDxcJiwnY//3BH/wB/uzP/oxvy/bRUonHGzEYDDzdlz0ThUENMZDCR/ZN+tPrl3Hpp3+DyYG+lNtt2NuB9m//HsrqVxUsBszWvoeTuHWqFwOPl5/M2dRSzkXFmrW5nfxM60xsG2OBALyXLvH+ie5PPkXM5UrrePraGl7uzHooWnbsgKbAU8/lEIdZ7SymndP4bw//G66PXsfjqccZ7V9iKsG+2n1cTGSPSmslREP0GIhuX1589E3OlTfPiYmDXUAsC0HH6IgLiIkSZyYsGvLT50oOcZSDjfn0MRabRc+4J9knkT0/GXUv++XncpTZjFxAZGLijlUl2F5f9JkSZzbgQekxkAP0WlC3ffk6t+gxEAHquShxz8UXL15klLnImoImyqh/+9vf4ktf+tKS27HffeUrX+E/j42Noby8HFJBPRcJojDwpuF3buHiT/8aIz3PUm7X2LoTB77zD1C1Zh0KRSwaw7POUS4qTvSnzjjR6jTYuLcarccaUFpD/e/UStTjhefcp3zCs+f8ecz6fGntZ1y9Oj7h+fhxmLduobLbNO4hPTM9yVLnzpFO+CP+tPfXa/RoqWxJZic2lzVDq6EvL4kMme5dUOJ8BRh7lN1x7FVz5c3t8ezEqq3sj4rU1hIKYcYfRldfvE8iK3Pu6p2CK5B+q4eF6LUaNNc40dZQHBcUG0qwqtRCf4MIglAk/dRzUZn4FnzgcjhSD2NYmHrLhr5IKS4qlUgkwntVsmE4ej0t9UKghhhk6+PAo4e4+JMfob/7fsptajduxsHv/hD1m7fm3b4E4WAU3ZcH0XW6D+7JpSdVMwxmHbYerMP2t1fBXpL95OdsoHUmBsHxcUx8dBKRCxfgu3KFl0Cng2njRl7uzDIUTevXC/1hToQ4sNLmq4NXuZh4ZegKRn2Z9aprcDQk+ybuqdkDm0FeXwKIEAM527diYlFEhh8g9PQczKNd0PZdBVz92R2rbN18iTPLTixpYr0/IAJyiKMcbJTKR6vVhheTgTkhMS4mPhvNorR+jgqHiQuJifLmbXVFsBgzF7LVEAM5oIY4iO5jIe3L17lFj4EI0FWRmHPnzuHRo/g3tmzRlZaW8gEsJpN0H7Yp2TQ92IufxYP1wSwuLi60OapEDTHI1MeRF89x6ad/jRe3b6bcpqJxDRcVWcbiSoWWbGPg94Rw75N+3Pt0AAFv6nI2q9MYn/x8qA6mAk1+pnVWOCLj43wYCyt5Zr0UEY2mtZ+5ZXuy5JllK8qFQsQhFA2ha7QrmZ3YPdmd0f5MPNxbvRcddR1cVFzlSL+tgoiI+lqQi30ZE5gB+m/G+yT2s8dN6IOuzD9AaHRAzfb54StMVLSLV3YvpzjKwcZsGXMHcbd/GteeDuPTB70YDBjgCab39+V1DDoNNtcWLchKLEZdsTRZiUqOgZxQQxxE97GQ9uXr3KLHQASoLFrisuilYINavve97+E//sf/iIqKikW/e/nyJZqamvjPbJgLG9widek1S3tdjqGhIezZs0dxZdH07ULhUUMM0vVxcrAfl372t3hy5ULKbUpq69Hx7d/Dhr3t0EjUVzXTGLjG/Xzyc/elQUTCqSc/F1dZseNYAy+B1hkKW0ZJ6yy/hIeH4T51Gq5TJ+HvvMW+8XrzTlotrDt3xkuej74DQ00N5Eg+4rDSUmcNNNhStgXtde08O3FbxTYY2CAMhSDSa0GO9i0Ley1P9sSFxL5r8efRh+wXmR9LbwHqd82XONfvBkypK3REQw5xlION6eAJRnCvfwZ3+qe5oMgGsAxMp3/Pe51qp3nB0JVibKktgtmQm/J6pcRA7qghDqL7SJmL8oLKomUMm/L8P/7H/+DiIZsoVlm5/De1P/vZz/BHf/RHsFgs+PGPf4wDBw6s6PyJhZMObrd70UQk1rCU2RGNRvnvbDYb/z/mUzAYRFFRfFAD+51Op4PVauUDZ9i+iW3ZdqzhcULhZy9K9m0h+z37EDUzM8P3MxqNCIVCvFScHZdtw0rAGeluy7ZhL/jEeZjt7MUfDof571l5ORuGw/ZjPiVK0dlxWXYpE4IT27LfMZ+Y7ez/EqXpzDd2frZt4iaz3LavX8PEDWm5a1jI673wGk5PT3Pb2bVJbJu4hq9vy47LrgnbduH1Znaw/ZhNS13vTK7h6zd1qa73UteQbZ/YduE1TGybuIbsPIzEH5nXr/fAi+e497v30X3hE8zOLi3WOcor0P7N76N2extsdjsXFleyZhduy+xi9rBrx35Odb2D0xrcPt2LZ50jSGEmp7zBht2fW8OHtbg9boQiQVgMhb9HsH3ZtmzNZrO+Rb9HsH+z/ZlP7Od8X2+LywXP6dOY/t1HCN1PXcq/CL0e5j27Ufzuu3C88w687N9mMwwZXm/R7hHsurHtmP3p3CPSud5BbRC3Jm7hYt9FXuo8FhhDJlTbqrG3ci92V+zG4abDKDYXJ68hExaXu0es5HovdQ3Zmllu25WuWXYe9mD/x55z+T4i23sEO9ebrqEQ7yNiIVinnyDWexXRF5ehH74FjW8c2TBrKYWmYT+C1W2I1u+BtWkfoDdK8j6iUPcIdrx8vI/I9m8gsykRW6n/ruXqHuHy+PBgYArPJsO40z+D268m0TPuy0a+TmYlspLmljonmqssONhch5oiy2eu4ZveGzDos4Z8P2swX9m5lPpZI1fXW8p7BPsd2265zxq5fB/Brk0+9Aj2f4W43n6J7xFsn1xAXbslgGUbskX0+oMtmOvXr+Pdd99NZin+s3/2z954vB/96EeYmJjgivJPf/pT5JPOzs5FPz99+pT/zBYpSwNmiz6hcF+6dCm57e3bt/H4cXwqJXuRsW2ZD4yBgQFcuDCfrXXnzh10d8fLutjCZtuyITWM4eFh/u9EQu39+/f5g8H+j/2ObcNg+7B/J14c7Jjs2AnOnz+PW7ducduZLWxbZhuD2cpsTsB8YT4xmI9sW7Yfg12DhdflypUrPJYM9uJk27IXdCKrlMU8Afu5p6eH/8xuEGxb9gJnvHr1ih9rqevNboBs26mp+DRethYuXryY3LarqytZfs9uHmzb8fHxZCYq8z3B3bt38fAhyzxgFYtRvi0bJMQYGRnh/2Y3YMaDBw+S15ux8Hqz4y+83uz8zI4ELMaJLFlmd2K9sLiwB4tFgsuXL6O3t3fR9U70H33+/Dlu3pwvGb569WryeifS0RPXm/0/+30Cth/bn8GOt3DNsvOx8yZg9jx58iTl9V64Zhde78SaTVxvdtyF64VdP3YdvdNTOPtXf4mf/u//Ag/Pf7yksGiw2tB4+Bj+8Z/9JbYeOYaLly7x+C283iy+S11vth5ev97Mj9fXLLOL+ZK4Lmz9sW0Tf/w6z3Xjl//fG/jZv7+BpzdSC4urt5Wh7VtlKGqbxpodFdBoNcLcIxLbJ2Ke7j2CnZOdmyH6PYKdi9mQWIf5uEcEnz9H35/+KV58/evoOX4Co/+f//ONwmKMCYiHD6P2//0f4fuLP8fAP/7HKPn2t6EvK1vyHpFYs+y1KId7BFtbbB2xOKZ7j0is2QRszXbd68L1oev4s84/w3c++A6O/voo/uX5f4nfvvhtWsKiRW/B3vK9+ILlC/jF53+BU984ha/bv47i0WIMvRji6yXdewSDrTO23l6/RzDY+nx9zTL/F17vxBeT7Hqn+rsm1T2CHYedI/G3KpfvI7K5RzD72GtKxPcRN86+Dzz4DfDR/xOz//c7MP/ZBuB/vAvtx/8Whp5TGQmLAUsVIlu+icmOf4Ozm/4PxP63J8D3/g53bIdwd8LIhUUp3kcU6h7BYsfWTT7eRyx1j2DvIxjs/Rn7HXu/xmD3ZvZvdq9mNjLbF15Ddm+X+n1EtvcINr353qtR/J+/OI///Vd38JU/v4Sd//4TfO9/dOH/9d4D/KKzH88zFBYrrDp8cXsN/h8n1uOPt0bw8R+24ld/1IF/sM0Gy1g3FxYZ9FlDPZ81EqIRuw4LX/eivo9YyT2Crb/EvSmdewSDxYXFJ9f3COY3uzbMvny/j2D/z64N2zaXekTiPEr4rOFekFAmJVQWnQfYJWbZh+xFx9RktghLSkpSlkX//Oc/xx/8wR9wdZmJix0dHXkri2Y3oObmZv6z3DMX2QuZ3Qj279/PfRDlmwI1fZuYuKG1trYmswCU9m0i+8PM/pi2t7dzOyZGR3D35Ae4d/p3CAeXHoBistmw+0vfwMZD70BvMuX020RmK7v37Ny5k7dlYNfQNePG2PMA7pzpx1hv6j8uWq0Gq1tLsOvdJlQ2FOUlKymbNcu2Z3/I9+7dy7eX+7eJS63ZRBzb2tp49nsurjfbNvDoEcbffx9B9mbzefyNyJvQWK1wvHUY2L8f941G7J3rRSN6VlI29wj2zF7vLA7sOOlmHDD/JjWTvMz5Qu8F3B6/jUA09YCkVKXObWVtOFB/ALtqdwExfOYasvOyDxH79u3j1z7fWUn5uEckXgs7duxAVVWVcJmL7JjsTf/WrVtRXV1duPcR4SB8PddhnbgP3eBNzPZeg8YV/9CSKbM6I2JV26BbvR+zq/Zg2LAad3tG+Psr5kOus5IKcY9g/5eII1tnImYlsfOz1wJ7j8XWWrZrVop7BLcLRtzpm8aN56N4MOzFg0E33MHss2OsBh02VFhQqffh3V0b0VLvRE2xlT5r0GeNz6xvdn72WmhpaUHNXNsVUd9HZHuPYJ83mKDI/r6zayNa5uLg4CDu3bvHXwvMlny+j2B+MgF4+/btfL9c3SPY+RN/F9hnKjl/1pienk5qUFKWRZO4mCd+9atf4Rvf+Ab/+dSpUzh27Fjeei4WquaeINREOBDArY/ex43f/gLBuT9Cr8OExLbPfZkLi+a5Pzr5JBKK4tGVIV7+7BpPLWzoTTpsOVDLB7U4Ss15tZHIL+wtQODePT6QxXXqNMJz3/K/Ca3TCceRI3CcOA5bRwe0Eg4tUwpTgSlcHYpPdWaPTKc6s1Ln9tp2PoRlX/U+XupMECnxTQL9N+Z7JQ50AuF4lk7G2CqBVXuAVXvjj5oWwEB/C4h5Znxh3B1g/RGn0dU3w3sljrrjGU3ZoNdqsKnGgZb6YrSsKubP6yrt0GnFmB5OEAShJPqp56K82bRpU/LnRMotQRDyJxIO497HH+Hqr34K38z0kttodXq0HPsc9n7t27AVx7OW8wmb9nz/XD/uftIPvzv15GeLw4Dtb6/C1kN1MNuUMwCCWMxsLAb/7dtxQfH0aUQG4+Uxb0JXUsKHsTiOn4Bt7x5ojPGyR2Lpqc6PJh9hNoOCP1bqvKd6DxcTmajY6GyUZJopoUBYeeHE0zkhcU5MHI+X3mWMRgtUbZkXEpmoWLwaoLVHzBEIR/Fg0MWFxPjQlRm8GF/6S9R0WVNumxMRi7B9VTE21zhzNnSFIAiCyA8kLuYJlmabIFFnny30YSM9WAowK1/btWtXMi2YyC9KjkE0EsHDC2dx+ed/B8/E0n2qNBotNh9+mw9rcVYsP8gpF7gnA7j+98/w+OooZpepTHJWWPjk5037qqE3yu/NvZLXmVQ+zkYi8N24AdepU3CfOYPoWHq91fQVFXAcO8anPFt37YRmmel4aosDKz9hU52vDF7hYuLNkZtZTXVmYiJ7tFa0wqBbmaivthiI6GNO7At6gMFb80IiewSW/jLrjZiKgFW754XEup0ZT3EWPQZSIAcfc2FjNDaLp6PuOSFxhj8/HnYjEsu+0K3KaVqUkbitvghFFoMi4iC6fWpBDXEQ3cdC2pevc4seAxEgcVECNm/ezJt3fuELX8AHH3yw5DaJhqwMVtu/lOi4XGPNRGNeBi3m9GC9BVhvMvZMFAYlxiAWjaL74qe4+sufYHokdcbXhn0H0P7tH6CsLv1p7VIx3u/G7VO9eHpzFLPLfCCoXO3AjuOr+YAW1l9RrihxnUnh42woBO/Vq1xQ9Jz5GNHp9MQIQ20tFxPZw9LawqeX58pGueGNefFM/wxnbp/BtdFrwpU6qyEGovu4YvtYt6Lp3gUlzteA4fvAbLw5f8aUrZsXEtlz+UbWUBdKjoEUyMHHldrI2mL0T/nR1ceyEVmJ8wzuDczAH85yrQFwmPVcQNxeX5QUE6uLzIqNg+j2qQU1xEF0HwtpX77OLXoMRIB6LkrA5z73OXz00Ueoq6vjPRRZM9LX+Yu/+Av8k3/yT/jPrOEoGzzAYM1GE6PT//k//+f4T//pPy15jj/+4z/Gn/3Zn3FhMTEhSSqo5yJBvJlYLIrHl87jyi9/jKmhwZTbNbXuRMd3/gGq1qzLq338Q8LjKS4q9j2cXHbbhs2l2HFiNeo2FFMmtMKIBQLwXrwYFxQ/+RSxNKfBGVevTgqK5q1baF0sKHW+M3YnWercPdGddakzezQ5m+jaEouJBIGhu4tLnD3xKZQZozfHMxETQmL9bsBWLrXFhEwZ9wSTImKivHnSm301lVGvxZZa51xWYhF/biyzyfrLSoIgCDXQTz0XxRcX2cSwf//v/z3+9b/+15+Zxvwnf/In/Gc2WYhNbU3AJgWx/X/2s5/hv//3/47vfve7SeExwbVr1/Df/tt/4z9//etfz4tPSoBNQ2JTmFh2KJucROQfJcSA9ad7fPUirvz87zA5mHryeu3GzTj4vR+ivnlrXu2LRWN4fmuMD2lZbvIza6u1bmcV2k40oLw+sxI40VHCOluJjzE2Mfv8ebhOnuLPs770hjiY1q9PCoqmDetXLHopIQ5MpH8x8yIpJmZT6ry5bHMyO1GKUme1xUDuPr7RPs/oXGnznJA4eBuIZjkIw1m3YPDKHqBqG6DPfS9U0WOgFh+Xs9EbjPAsxISYyLITB6bTv5e9DvvzsKHSkcxIbF1VjA1VDi4wqjkOotunFtQQB9F9LKR9+Tq36DEQAcpclAA2JpyVRvfOTdn8/Oc/jy9/+csoLS3F/fv38Z//83/G1NQU/91/+S//JZnBmIBts3v3bj5OnY0I//3f/30cOnSI/+78+fP4y7/8S/47Vk7N6vwXDoeRAqVmLrIR6+fOncPhw4eTY+eJ/CLnGDBR8emNK7j8s7/FRH/qCboVTWuhX70en/vuD1BSkr9hLeFgFN2Xh9B1phfuidSTn3UGLSy1AbzznR2oX1MFJSLndZatj1GXC55PPuETnlmm4mwwPXHCvHnzvKC4pimnNsppqvO1oWtJQXHEN5LR/lXWKnTUdWB/zX7srdmLEnP+hzbJPQZK8nGRfU4HMNq9oFfiNWDqRXYH1uqB6u0LSpz3AEWFeb8megzU4mPCxvYDBzHs1/FsRNYjkWUksr6JK2iTiPoSSzIjcXt9MbbWFcFuyn9OiuhxEN0+taCGOIjuYyHty9e5RY+BCPoPiYsSce/ePS4qskClgpU2/+mf/umSv3vvvffwgx/8gAuVS1FUVIS/+Zu/wRe/+EVIjVLFxUgkwkvI2bVbqlSdyD1yjAG7JT67eZVnKo69Sv0hkJU9s56Kq7a28p6o+fLR7w7h7qf9uPdpP4LeyPKTn4/UY1N7NYJRn6xioIZ1lo2PU69eQXuzE94zZ3gvRYRTT/5eiKW1dU5QPAZjDu/vcolDOBpG11hXchDLw4mHGZU6m3Vm7K7ajY76DuFKneUSA8X66J9CtPcGgs8vwDx2F9qBTiCUXmuCz2ApXdwrsXYHYJzv011IhI6Bwn2MsGqFMW88K7FvCrdfTeLxmA+hSCzrY5bajPGMxPp4RiIbuFJuN0EERI2DXOxTC2qIg+g+FtK+fJ1b9BhkAomLMoBlJ7IsRSYUPnnyBMFgkDf97OjowB/+4R/irbfeWnZ/1q+RiY+nTp3iWZBs0bKgs0Ex//Sf/lM0NDTkxG6liosEkQnsVthz6wYu//xvMfriecrtKhrXoP1bP8DanXvyKijMjPnQdboP3VeGEA2n/hBRVGFBq4wnPxOLiYyP8+nOrpMn4bt+g9VkvHknrRbWnTvhOHECjmNHYahSZsZqRqXOrhdJMfHG8I2MS52by5p5qTN7tFS0wKjLfekpITixaDwrsf860H8zPoBl/En2x6toXlDivBcoWxuvRSVUCxMSn415cK9/BvcH4sNWHg65EFjmPcCbsBh02FZXlMxIZGIiy1IU5QsSgiAIIveQuEjkDKWKi6yUnIm0TJQ1m7OfVEcoOwbsFvjyzi1c/tnfYPj505TblTc0ov1b38e6XfsWTc/NtY8jL118SEvP7VE+RDQVlY1OtB1vQFPr4snPcojBSlGaj+GRUbhPn4abCYo3b8anx74JvR62vXvjGYpH34G+rAxqjsN0YBpXh68mBcVh73DGpc4JMXFhqbNIPi6F6PbJ2kfPWFxATDwGbgHhpatN3ojRPjd4ZU5IrN8JWApXTp8ptM5yIyQ+HfVwATEhJHavUEjUazXYWO2Ym9oc75W4rsIOvS63fRLVtNZEt08tqCEOovtYSPvydW7RY5AJNNCFIDKEZY4+f/4cVVVVsr8ByBWRY8BExVf3unim4tCTRym3K6tvwP5vfh8b9rYvEhVz6SOzrffBJG6feoWBJ9PLbrt6WxkXFWvWLT35WeQYSIUSfAwPDcF96hQfyuK/fTstQVFjNMLW0REXFI+8BV2B+78UMg4LS53Z48HEg4ynOu+q2pUUFJuKli51Fn2tiW6fbHyMhICRe/MZiewx9TL745U0zpc41+8BKjcDOvm+Bad1tjLCTEgc8SRFxISQGFxBaTOjqdzGRUSWkciERDbJ2WyQdwWD6GtNdPvUghriILqPhbQvX+cWPQYiQJmLhGIzFwkiFb337+Lyz/8GA48eptympLYe+7/5PWzcfwBabX7enEcjMTy9OcIzFScHU2fEaHUabNhdxcufy+rsebGNkJ5Q/wAXFFmGov/OnbT20VgssB88yAVF+1uHobOrM/4849j1kmclMjHx+vD1jEqdGc2l86XOrZWtVOqsZmYGFmQl3gSGuoBI6kFZy6IzAbWt8yXOTEx0qLs1gZphQuLjYTcXEu8PMiHRxYXElfRIZNQWmfmQlcT05u11xSiy5m8yPUEQBCFf+ilzkSAIYmX0d9/n05/7Ht5LuU1xdQ3PVNzUcShvomIoEMHDi4O483EfPFOpp/4azDpsOViHlrfrYS+hb8zkSKi3l/dPdJ88hcD9+2nto7VaYX/rLd5D0X7oILQWC9TITHAGV4fmS52HvEMZ7V9prVxU6lxqLs2ZrYTAhP3A0J3FYqJrIPvjFa+ey0jcDdTvAqq2AXoSqtUIEwyfjLiT2YhMUHw05EYoujIhsa7YwvskskErTFDcWutEmSADVwiCIAgiAYmLhGJxu924desW2tra4HA4Cm2OKhElBgOPu3n5c++9rpTbFFVWYd83vofNB49Aq9PlxUfvTBB3z/bj/vkBhPypJz9bi4xoeXsVthyqg8mil2UMconoPgZfvOBiouvUSQQfdqe1j9Zuh/3tI3CeOMFLn73hcNzHSATieZibOLBS5ztjd5LZiZmWOrOpzruq50ud1xStWfHQAtHXmuj25d1HVpzDypkXljcP3wNi6U1a/wwGG1DXNickzomJ9sol7LtCMVC4j8FIFE+GPYuERJahuFIhkQ1XYUIiExETz2yaczY2KgHRfRTdPrWghjiI7mMh7cvXuUWPgQiQuEgoFp1Ox0fFs2dCnTEYevYYl3/+d3jZ1ZlyG0d5BfZ9/bvYcvgd6PT6vPg4NezF7dO9eHxtGLFIarGkpNrKS5837qmGzqCVZQzygYg+Bp8/j2cofnQSwSfpTZDVOp1wvPMOHCeOw9beDq1x/gOlLhYTzkep48D7oLpeLSp19kV8WZU676/djx2VOyQvdRZxrcnJvpz7GPQAg7fmMxLZs3cs+5OVb5gXEdkzm+j8hl6Jqo+BAn1kQiITDhcOW2H/DkdX1llqVelrQmJtEUpSCIlvslGpiO6j6PapBTXEQXQfC2lfvs4tegxEgHouEtRzkVAcIz3PeKZiz60bKbexl5Vj39e+ja1HjkGnz0+foqFn01xUfHFnfNntatYVYcfx1WjcWgbNgsnPhLiwP6XBJ095/0SWoRh69jyt/XRFRbAfOxrPUNy7lw9pUVup87Wha0lBcdA7mNH+lZZKLiQmSp3LLPmfkk0UiFgMmHg2JyRej4uJow+B2Swzx8xFQN2ciMgf8prgTEiDLxRB95AbD4dceDAnJLJS55UKiQ2l1tcyEp0otqrrfk8QBEGIAfVcJIgMicVifKqTyWSCdokpv4TyYjD6sodnKj6/eTXlNraSUuz92rex7e0T0BsMOfdxNjaLF3fH+ZCW4Z6Z1AfSAGtaKrDjeAOq1xSt2K507VMChfKRC4qPHsH1EeuheBKhl+lNk9WVlsJx7BicJ47Duns3NGmsQznEMR0bw7Ew7o7dXVTqHMtADGKlzjurd6K9Jl7qvLZ47YpLnTNB9DiIbt+K8E0CA52Y7buBWN91aIduQRNY5p66HBptfGJzIiORDV0pWwdIcM0UHQOF+TjpDeHB4AweDLrwcNDFf34x7kVshWkXq8usSRExkZGYi2ErSomDnH0U3T61oIY4iO5jIe3L17lFj4EIkLhIKBaXy4Vz587h8OHDKC4uLrQ5qiRfMRjvfYnLv/g7PL12OeU21qJi7P3qt7Dt6LswGE059zESjuLJtRGeqTg9krq0U6fXYuO+arQeXYWSaptkdr3JPiWRTx+ZoBi4/wDuUyfhOnkK4d7etPbTVZTDeewYHMdPwLprJzQZluDLIY5L2ciuV6+7l4uJ7HFj+Aa84dST0FOVOieyE9lUZxObxlsgRI+D6PalTSQEjNybK22+CQzcBCZ7+K+YlJxxQZK1fL68mQ1fqd0BmHLTL0kxMVCQj+w+1D/lnxMR42Iiewy7spwIvoDG14TELXVFKLLkpxpCbnFQoo+i26cW1BAH0X0spH35OrfoMRABKosmFFsWHQ6HMTU1hZKSEhgkyFAjxIvBRH8frvzi7/D46sV44/4lsDiLsOfL30DL8c/DYDLn3MeAN4wHFwb4oBafK5RyP5NVj62H6rDtSD1sRbkTS9TwOsi1j1xQvHs3maEYHkyvdFdfWcknPLMMRcuOHdCsoEeLHOKYsFFn06FzrJOLiWy684Ans0m8FZaKpJi4r2afUKXOosdBdPuWHboy0DkvJA7dBaLB7I6n1QPV2+YzEpmgWNII5CnDVZYxUJCP4WgMz8c8eDDgipc2D87wrERXIPXQtHRZU25bNGhlS50TTnPh/Bc5DmrxUXT71IIa4iC6j4W0L1/nFj0GIug/JC4SihUXCeUyOdiPK7/4MR5dPp9SVDQ7nNj9pa9jx4kvwmCWXlR8HfdkAHfO9uHhhUGEg9GU29lLTGg92oDmjhoYzZQ8LiqzsRj8XV1zPRRPIzI0lNZ++poaOI8f56KipbUFGhWUTbBS53tj95Klzvcn7mdU6swyEXdV7UoKiuuK1+W11JnIM/7puJCYFBM7Ad/yfWiXxVETFxJZRiJ7rmkBDBYpLSZE74+4IBvx8YgbocjKJjazVsdrK+zYXOucFxJrnXAUUEgkCIIgCKmgnosEkSGsJwJ74bAXC+uNQMg/BlPDg7j6y5+g+8KnmE0hXphtduxiouK7X4TRYkWuGXoxiavvP8XQIx/vr5iKsjobH9KyblcldLr8CU5qeB1I5eNsNAr/rVu83Nl96hQio6Np7Weoq4PjXZaheALmbdtyIoyJFsc+dx8XEi8NXOJTnT1hT0b7byrdxMXE/TX70VbVVtBSZznHQXj7omFg5EE8G7GfCYo3gfH0pqcvid6MWPV2uBwbYNt0BIbG/UBRHURCuBgoxMcJTzBe1syzEef7I640RcKk12JTjZOLh/FHETZWOaCdjcz5WCdsHGmtFR7R7VMLaoiD6D4W0r58nVv0GIgAiYuEYgkEAuju7kZ5eTndAGQeg5nRYVz91U/x4NzHPKNsKUxWG3Z+4ato+/yX+c+5hCV893VP4s6ZPvQ+nFx227qNJWg73oBVm0sLko2lhtfBSnycjUTgu3kTrpMn4T59BtHx9DKoDA0NXExkGYrmLZtzHttCx5H1Sbw+dB2XBi9xUZH1UcyEcks5z0pkgiIrdWb/liOFjoPQ9jGVZ6ZvPhuRPQ91AZEV9LUr3zA3wXln/LlqC9weHy5euICDjQdRVCTd8Cu1rBHRfZzvjzifjfhQov6IxVYDFxA3czExno3YVG6Dfokv/GZmPMLHkdZa4RHdPrWghjiI7mMh7cvXuUWPgQhQWTRBZdGEsLjGR3HtVz/D/U9PIxZdutTYaLGg7fNfwc7PfxVmuz2n9vAhLddHcOfjPkwOph5KwXSmtTsrseNYAypXO3NqE5E5s+EwvNevw816KJ45g+jUVFr7GZuakhmKpo0bFV26y8qauye6uZjIyp3vjN5BZDb9nmUsE3Fn1c6koLi+eL2ir5cqCbiAwdtzWYlzD2962b5LYi2bExLnHrVtgIUapisZ1h/x2ahn0bRmlpnolqA/Yl2xhZc1J7IR2c+1RWa6DxEEQRCqp5/KogmCUAvuiXFc+/XPcO/sKcSiS3/IYMNZWJYiy1a0OHIr4PndIdw/P4B7n/bD7w6n3E5v0KK5vQYtRxtQVEE9v0RiNhSC9+pVnqHoOfMxojMzae1nWr+OT3h2nDgO03plC2Qj3pHkVGc2iGU6OJ3R/htKNnAxkT3kVOpMpAG7D491zw9cYSXOY4/YKyu74+mM8d6ICTGxbmdeh64Q+ccbjODR8FxJ89ywFan6I66rtMcFxLnyZiYkFluNktlOEARBEMSbIXGRUCwejwddXV1obW2FPccZbYQ0MfBMTuD6e7/A3TO/QzSytKioN5n4kBbWV9HqzG1J3OSQl2cpPr46jOgyH4CYhrL1cB12Hm+CxS7WBxo1vA5S+RhjguKlS/EMxbNnEXO70zoey0p0vnsCjuPHYVq7FkqNYyASQOdIZ7LU+dn0s4z2LzWXJoewsN6JlpiF27jNuU2xwqLoryfJ7HMNzmUj3oiXOA92AeHU2dpvpHTNnJDIJjjvBKq2Afrs7pWqiYHAvMnH8UR/xEQ24qALLyZW3h/RbNBiU/XibMRN1Q6YDTqoMY5ysFHpPopun1pQQxxE97GQ9uXr3KLHQARIXCQUC8swslgsis40UkoMvNNTuPHbX+DOqd8hEg4tuY3eYETL8c9j95e/AVtxSY4snuv39GgKXayf4oOJZbctqbZi04EqRB0T2Ly1HhabWMKiWl4HC32MBQLwXrzIh7J4mKDoTU8QMW/ezPsnOo4fg6mpCUqMI1vbT6ef4vJAPDuRCYuh2NKvt6XQa/Voq2zjgmJHbQc2lm6EVjPfq8zr9apqrSnGvqAn3htxYVaiezB7I8zFc9mIC7ISraWQCkXGQGYkfGT0TviS/RHjw1ZmMOIKrvgcJbw/YlxATAxbaSq3Q8dSFfOAHOIoBxuV7qPo9qkFNcRBdB8LaV++zi16DESAei4S1HORKBg+1wxu/PaX6Dr5ISKhpT+M6AwGbD/6LvZ85Vuwl0j3AfV1ouEYntxg/RR7MTGwvCBVv6kELe+swuotZdDk6YMOkZqY3w/P+Qtws5LnTz9FzOdLaz/z9u1wnjjOMxSNc/dApTEZmORZiUxMZM9j/rGM9m90NvLMxI66Duyq2gWrIfcT2IkcEosCY4/n+ySyrMTRh8BslqWpWgNQvTWekZgQE1mWIr3xVhwB1nN4xI3uIRe6h9xcSOwedMEdlKY/4sJsRPZzDfVHJAiCIIicQD0XCSJDYrEYIpEI9Ho9tNrPTgIkChcDv9uFm+//Crc/+gDh4NITIHV6Pba9cwJ7vvotOEpzN1k24Akn+yn6XKmzuLQ6DTbsrkLL0VUor3fIZp2Jbl+2MAHRc+4cXB+dhOf8ecz6/WntZ2lt5RmKzuPHYKirg1xIN47haBhdY11cTLw0cAndk90ZncdhdPBpzoneibX2WsltlDOi+/gZ+9wjC4RE9rgNhNJrD7AkxasXZyVWbwcMZuQT2cVAZrCcg6GZAO+PyETEuJjowotxL2IrTEdgWYfrKuxJAZE/1xShyGqAaMghjnKwUek+im6fWlBDHET3sZD25evcosdABEhcJBSLy+XCuXPncPjwYRQX08RJEWIQ8HjQ+eGvcet3v0UohRik1emw9cgx7P3at+Esr8yZbVPDXtw524/HV4YQCafO2jHZ9Nh6qA7b3qqHrcgku3Umun2ZwEqcFwmKgaWF6UWwEoadbXCyoSxMUKyuhhxJFUcmBLxyvUoOYrk+fB3+SHpCK4OVNW8v3x4XE+vasaVsCy9/ltJGJSG0jyEfvE8v4dWlX2KDzQXj6F1gpi/745mc8ZLmhJjIfrZXoNAIHQMZ2LdUNuKjuUzEhKA44089uCxdLAYdNtU45jMSa5zYmKP+iGqNoxxsVLqPotunFtQQB9F9LKR9+Tq36DEQASqLJhRbFh0KhTA+Po7y8nIYjeL1wlMDiRg4rBbcO/07dH74G4T8S5esarRabDl8FPu+/h0UVVblxB52uxt4Mo07Z3rx8t7y/RSLq6y89HnjvmoYjDrZrjPR7UtHUHR/+ikfyuK5cCE9QVGrhXXXLj7h2XH0GAxVuROpCxHHAAK4PnQ9OYhlwDOQ0bFqbbVcSGR9E/fU7IHTKM20dbmvNVn5yMqbx5/MlzazrMQRVt4cze54Gh1QtWVxVmLZev5aEg1hYiAj+9jfvmFXIFnSLGU2IqPUZoxnItbMZSPWFqGp3Ja3/ohqiaMcbVS6j6LbpxbUEAfRfSykffk6t+gxEEH/IXGRUKy4SBQeJiTe+t37uPnBrxBMMVhDo9Fi86G3uahYXF2TEzvYpOdnN0fQ9XEfxvs8y25bt6EYLUcb0LiV+ikWiqjHy3snuk9+xHspzgbTGA6g08G6ZzecJ96F4+g70JfnrpQ+30RjUdyfuM8HsTBB8d74PcQy6JFn0Vuwp3pPstR5tXM19TKTG2x6MxMRE2Iim968kvLmolWLsxJrWgAj9dNUAktlIz4admPat/JsRHbbaCyzobnGwac2MzFxS50T1U7qj0gQBEEQcoF6LhJEhgSDQQwPD6O6uhom02fLWYnc4ZuZxu2TH+L2R+8j6E0h5mk0aD7wFvZ9/bsorc1N77uAN4wHFwZw95N++GaW6aeo1WA966f4zipUNMz3U1TCOhPdvgRRjweeTz7hJc9elqEYSmOKsU4H2969sBx9B94tW1C9aZPQPmbCiHeElzlfHLiIq0NX4Qq5Mtq/ubSZD2FhYmJrRSsMutz3NJPLWhPex6AbGLy9QEy8tbLpzUY7ULtjcVaiQ57tAeSwzvJl31LZiExE7BnzSJKN6DDpeVlzc42TPzZVO3hZs9WoX+BjsZAxUMM6k4uNSvdRdPvUghriILqPhbQvX+cWPQYiQOIioVj8fj+6urp4XwS6AeSHiYE+Xvr88PxZRMMpsiQ0GmzcfxD7v/E9lNXnZkLv9IgPd8/2oZv1Uwwt00/RqseWg/F+ivYSkyLXmcj2Rd3ueUHx4sX0BcV9++B49wQcR49CX1KC6elp3Dl3DsWrVwvnY7oEo0F0jnQmsxOfTT/LaP8KSwX21+7nYiJ7LjXnbrK6HNeasD5GI/FpzXzYChMTO4GxR0w6yupwsxotXKY6mNcdgGlNe1xMrNjImtlCKYi+znJhH8tGfDriiQuJvC9i7rIRE0JifYklZTai6DGQAjn4KAcble6j6PapBTXEQXQfC2lfvs4tegxEgMqiCSqLJlYEu4X0P7yHmx/8Gj23biy77YZ9B7D/m99D+arVObFj6Nk0us704cXd8WU/mxdVWJL9FI1m+o4ln0RdrsWCYioReiF6PRcUne+egP2dd7igKHfYen3hepEUE28O30QgmkY/yTmMWiN2Vu1MDmJZX7yeyhJFh73dYgNWkn0S58qbMxjA8xmc9UD9zvmBK7WtgNEmpdVEHklkI86XNMczEnORjRgXEuezEQmCIAiCUAf9VBZNEIRIRCMRPLl6kYuKoy+eL7vtut370f6t76NidZP0dkRjeN45ykXFsd7le5DVri/momLj9nJeCk3kT1B0f3wW7o8+gufyZSBdQbF9f7yH4jtvQ6eAqWzukBvXhq5xMZGJioPezEpd1xatTQ5iaatq470UCYHxTwODt+LZiImhK96xlU1vTpY3M0Fxp6zLm9VOPrIRWQZiIhORPS+XjUgQBEEQBLESSFwkFIvH48H9+/exdetW2O32QpujGII+L+5+fBK3f/c+3BOpPyjr9Hqs23sAljUbsPettyWPAeun+PDiIO+n6J1OPfCDDWVZt7MSrUdXoXK1NFNx5bTOCmVfdGaGC4qukx/Be/lKeoKiwbBYUCwqknUM2NCV7olu3jeR9U+8M3YH0Qym+TqMDuyv2c97J7YUtWCsZwxbm8XyUQ5xyIuPkRAwci/eHzGRmTjxNPsTafVA1dYFQ1d2pjW9WdUxENS+VNmIbFJzVIJ0xEQ2YqKkmWUjbqhywGbSqzYGavFRDjYq3UfR7VMLaoiD6D4W0r58nVv0GIgAiYuEYmHfzmu1WvqWXiJc46O49fe/xb2zJxHypy7jM9vsaDn+ebSe+CI0RhMePHggaQxmxny4c7Yf3ZeHEAmmFmqMFtZPsZb3U3SUmqHWdZZP+6LT0/OC4pWraQuK9vZ2ON59F463j6QtKIoag3H/+PwglsGrmApOpb2vVqPF1rKtyUEsW8u3Qs9EJgBerxcT2gkhfJRDHHLqI3tMvwR6Hs4PXRm+C0TT6BmaipLGuWzEuYEr1dsAQ+aZqaqJgaA++kNRPBhy41xvCB8MPsPz8QDPSpQqG3F1qXVRSXOhshFFjoGafJSDjUr3UXT71IIa4iC6j4W0L1/nFj0GIkA9FwnquUgsy0jPM176/PjKBczGUg9HKa6qQdsXvoKth4/CYJZWzOOZH89neOlzz52xZfspOsvNvPR50/4a6qeYByJTU/CcPRvvoXjlChCJvHEfDctQPHAg3kPxyBHonNJnlOaLcDSM26O3cXHwIi91fjz1OKP9Ky2V8VLnug6epVhkylxcJXKMd2K+rDnRK9Gfvmj8GSwl82XNvFdiG2Arl9JiIsewjMPeSR8eD8czER/PPV5OeCXpjWhn2YhzpcxcTGS9EXOcjUgQBEEQhDrop56LBJG5IBWLxegbhixgImLP7RtcVOx/eH/ZbWs3NGPXl76Gtbv2QvvaRNKVxiDG+ineHuOi4uhL17Lb1qwtQsvRVWhqqchrP0XR11ku7GOCovvMGbiZoHjtWvqC4sGD84KiwwG5xqDX1Zvsm3ht+Br8GQzkMGgNfBAL65vIBMV1xevSsln0dSYXG99I2A8M35srbZ4TE6deZn88nRGo3r64T2LpmngaWg5QRAwE83HcE+TCYVxEdMWFxBE3AuHUX7bJMRsxE2idiYEcbFS6j6LbpxbUEAfRfSykffk6t+gxEAESFwnFMjMzg3PnzvFx8cUKGAaRD8KhIB6eO4vOv38PU4P9KbfTaLRYv2c/dn7xa6jdsEnyGAT9kbl+in3wTC7fT3FtWwXPVKxuKkzGl+jrTCr7uKB4+vS8oBh9c+9AjdG4WFDMUX+SXMfAG/bi+tD1uKA4eBl97r6M9m90NiZLnXdV7YLVYFXcOpOLjYtgmdisL2KitJk9j9wHYm8Wy1PC+iIm+yS2AVXbAL0R+UJ2MRDIR1bS/HQ0ISKy57iQOO5ZQbl7imzExMRmuWYj0joTAznYqHQfRbdPLaghDqL7WEj78nVu0WMgAvJ7R0MQaWK1WtHW1safieXxzUyj69SH6Dr5Ifzu1BmCBpMZW48cQ9vnv4LiqmrJY+Aa9+Pu2X48vDSI8HL9FM06bD5Qi21H6uEsK+zEXNHX2Ursi0xOwn36DNysh+K16+kLiocO8qEs9iNv5UxQzGUM2CCWJ1NPkoNYWNlzJAPByWawYV/NPi4mMlGxzl6n+HUmCxvdI/PlzUxMHLwNBJfPiF4WW8VcWTMTE3fGJzmzkucCInwMBPDx9ZJmNmiFZSKykmYpGgWxZIY6pxGb64qxpbaYC4mba5yoK7bkNas+l9A6EwM52Kh0H0W3Ty2oIQ6i+1hI+/J1btFjIALUc5GgnosqZmKgD7c+fA8Pzn+M6DLDN2wlpdjx7pfQcvRzMOdALBruYf0Ue9Fze2zZD3dsMAvLUmxur+EDWwjpiUxM8AxF1kPRd/16PLvrDWhMJtgPHYKDZSgeZoKiDXJjMjDJhURW6syeJwITGe2/pWxLUkzcXrGdlz8TBSTkBQa7FvRKvAXMZJZxugi9BahtnSttbouLisUNOStvJqQvaX405OIi4hOJSpoZZTYjNlY7+INlJbLS5vVVdliN9PeJIAiCIAgxoZ6LBJEhoVAIo6OjqKyshNGYv7I00WHfJ/Q/vMf7KfbcurHstuUNjdj1xa9hU8ch6PQGSWPA+in2dI1zUXHkxfLZQ1VNTrQebcCa1nJodVqIhOjrLB37IuPj84LijRvpCYpmMxcUecnz4cPQ2myyikE4Fsbdsbu4NHCJlzt3T3RjdrlJQa9RZi5Lion7a/ej1FwKNa+zgtoYiwJjjxaXN48+ZM1jszygBqjYFM9GTAxdqWwGdIZ5H22VMAooLMphneTCx4UlzfFMRGlLmk16LTZULRYR2c8VDtOS9rE37WqLgdKQg49ysFHpPopun1pQQxxE97GQ9uXr3KLHQARIXCQUi8/nQ2dnJ++LQDcAIBqJ4Mm1S7j5/q8w+uL5sts2trTxfoqrt7WuqGHtUjEI+SPovjyEO2f74J4IpNyXnXbNjkq0Hl2F6jXiTtAVfZ2lsi8yNgbXXA9F382b6QuKhw/HBcVDhwoqKGYTgwHPABcTWWbitaFr8IQ9aZ9Dr9VjR+UOLigeqDuADSUboNXkT+gWfZ3l1caZgflhK/2d8fLmsDf74zlqFvRJnCtvNjlkGQfR7VsprKS5u38C7316C4aKRryaDkte0swGrMSzEZ1onstKXF1mgy7Nkmalx4BBPoqBHGxUuo+i26cW1BAH0X0spH35OrfoMRABKosmFFsWzZZ2NBqFTqdT9USnoM+Hex9/hFu/ex/uibGU22l1ejQfeAs7v/hVVDQ0Sh4Dz1QQd8/28UEtoUDq3n0Gkw6bO2qx/e16OMsL209RCetsoX1MUHQvFBTTuP1rLJbFgqKAfUZSxYBNcb4xfIOLiUxUfOnKbOrvKseqeHZibQf21OzhvRQLhejrLGc2Blxx8ZCXN8893EPZH89oj4uHicnNTFB01iomDqLbl4kfw64Azz5kZcyPhz08G/HpiAfBiPQlzc1zmYhSlDQrJQbLQT6KgRxsVLqPotunFtQQB9F9LKR9+Tq36DHIBCqLJogMYS96vV69S9w1PsoFRSYshvz+lNuZbXZsP/Y57DjxRdhLyySPwUSfD10f9+L5rTHMxlKLWfYSE7a/vYoPajHJqJ+i6OssMjoG96lTcJ38CP7OW+kJilYrHG8dhuM4K3k+BK3FIosYsD/6bBAL65vISp07Rzp5+XO6WPQW7K3ei/a6uKDY4GyAKIi+ziSxMRqOlzPz0uZb8ezEscfs7VyWBumAqs3zpc3suWIj+yZFsXEQ3b6lmPaFkiLio6SY6IYrsIKp3VmWNKs1BplCPoqBHGxUuo+i26cW1BAH0X0spH35OrfoMRABujqEYvF6vXj48CE2b94MmyDlm/lgpOcZ76f4+MoFzC5T6lpUVY2dn/8Ktr51DAazWVIbIuEoFxPvftKL0ZfLl55Wrnag9VgD1u6oEK6folzXWXh4eE5QPAX/rUwExbfiQ1kOHhReUEwwE5zBpy8+xUePP8LjwGOMBVJn5y7FxpKNvG8iExNZ2bNBJ+YgFhHX2YpsZGtyund+2AoTFIfuAJHUX4S8kaKG+LAVXt68C6jZDhhtqoqDyPb5QhGeeciHqgzHJzQzEXHUHZTk+AtLmpmAuCmLkmalx0AqyEcxkIONSvdRdPvUghriILqPhbQvX+cWPQYiQOIioVhYFlM4HObPSoeJiD23b6Lzg1+j7+G9Zbet2bAJu7/4dazdvRfaFWTwLMXEoIeXPT++Noygd5msE9ZPsbUCre+sQvXaIlmnlouyzsKDg1xMdJ88CX9XV1r7sBJn+5Ej84KixCJzLojGong48RAXBy/yUud74/cQy2BwR4mpBPtq9/G+iazkudxSDjkgyjrL2kb/1Fw24oLyZm9mQvAiTEVzU5sX9Eq0V0LtcRDBvnA0hhfj3s9kI/ZO+iTpi8hwGjVori3ClrqSpIgoypRmEWKQa8hHMZCDjUr3UXT71IIa4iC6j4W0L1/nFj0GIkA9FwnF9lxUA+FQEN3nP0Hnh7/B5GB/yu00Gi3W7dnHJz/XbmiW1oZgFM86R7ioONyz/NRnPeun2F7D+ykWVYjXu09uhPr7uZjIRMXA3btp7cOGsDBBkfVQtB04IAtBcdw/zvsmXhy4iCuDVzAdnE57X51Gh5aKluQgluay5rwOYlElkRAwci8+bIULiTeBiWfZH09rAKq3zpc2MzGxdC2gpTgWklhsFgPTfi4iJrIQmYj4fMyDcFSat5Y2ow4bmHg4V9bMntm/y+25KWkmCIIgCIJQOv3Uc5EgiAQ+1wy6Tn6IrlMfwu+aSbmd3mTiZc+s/Lm4ukZSG8Z63VxQfHJ9eNkBLYl+ituO1PNBLWabmGWnciHU2wvXyZN8KEvgwYO09tHa7YsFRZPYH8xZn8Q7o3d430SWndg92Z3R/rW2Wt438UDtAT6IxWFcevIvIQHs+8nJnrnJzXMTnIfvAtFQ9scsaZrPRmSCYvU2wCC+CK5U2HfQ4554X8RESfOjETeejrjhCy1/708Xo06LtZV2bKyyLxIT64otss5sJwiCIAiCUAskLhKKZXp6GufPn8ehQ4dQXFwMJcCyEzs/+A0enj+LSDj1h3dbSSkf0MIGtVjs0gkrIX8ET27EsxSZuPgmqtc5ELaP4fi3dqC0rARKJB/rLPjiBdwnWQ/Fkwh2pye0aR0OON55B9oDHbgRCuHg22/DIfDrYNAzyDMTWYbi1aGr8Ia9ae9r1BqxWrsan9v0ORxddxSNzkbFCRLC3M98k/PDVhJion8y++NZSheXNrOHtRSiIkwccmSfKxDmoiGfzjzsiouJIx5MelcgFi+AvSwby2zYUGXHRjZYhYuIdt4X0ZBmz12lx0AOkI9iIAcble6j6PapBTXEQXQfC2lfvs4tegxEgMRFQrFYLBZs376dP8s9a6S/+z4f0tLTeX3ZbctXrcbOL34NmzoOQ28wSHb+kZcuLig+vTmKSHD5TBWr04hN7TXY3FEDs1OHoaEh2OzKLYHO1ToLPn+ezFAMPnmS1j7aoiI4jr4D54kTsO3bB43RiGAwiG1DQ8K9DgKRAJ/mzARFlqH4YuZFRvuvKVrDB7Gw7MQtxVswNTaFmpoamATPypTV/WxRefOcmDj5PPvj6UzxISvJ8uad8SxFGQnBov9dSde+QDiKZ6Oe+GTmxICVYTcGZwKS2VLtNMdLmasdfFoz6424tsIOi3FlvX6VEgM5Qz6KgRxsVLqPotunFtQQB9F9LKR9+Tq36DEQAeq5SFDPRUGJRiJ4cu0SH9LCJkAvx+rtO3g/RfYsVcZWwBvGk+ssS3EAEwNvyCLTAA2by7DlQC1Wby+DToZTnwsNuxUHnz7lGYruUycRfJpejzpdcTEcx47CceJd2PbugUYiUTkX/r10veRlzmwYy83hmwhG058SazPYsK9mX3Kyc629Nqf2qg72VmDq5YLyZja9mZU3r2CSb/mG+WxE9qjaCuiNUlpNvIFINIZXk75F05nZ88txL2ISvfsrshiS/RCTYmKlA0VWMe9FBEEQBEEQaqafei4SRGawaU7j4+MoLy+HQVDBZSmCPh/unT2JW7/7LdzjqaepanV6NB84jJ1f+CoqVjdJJgANPZvhWYrPbo0iGo69sZdic3sNmjtq4Sg1KyYGmbASH7mg+OQJXB99xEXFUE9PWvvpSkvhOHaM91C07t4NjT71rbyQMWClzdeGrnFBkWUnDngGMtq/ubQ5KSa2VLbAwAZ7LAGtsyzwT89PbU6UN/vGsz+erQKx2jZ4i5thWX8Q+lW7AIvySkZEXWvsXsKyDrsHpnC7ZwQDnlk8HfPi6agHoUj609SXw2zQ8gzEhIiYyEascJjy2oZA1BjIxT4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAImLhGLxer24fv06Dh8+LIu+CK7xMS4o3vv4JEJ+X8rtTDYbWo59nvdUtJeWSXJuP2vWf3WYi4pTw6nPzdBoNWjcVobNB2rRsKUMWq1GMTHIhkx95IJidzef8Oz+6COEXr1K6zy68nI4jx+D4zgTFHdBo0uvtDCfMWC+PZl6kix1vj1yG5HZSNr7F5uKk1Od99fuR7mlPK39aJ29gWgYGHkwV9rMxMQbwMTT7I3Rm4Galnh5MyttZs/FDXDNzODcuXM4XLkLxQoUFkVYa4nhKqycOfFg2YhPRzxwB9N/rS2HXqvBmgrWF3FxNuKqEuuy93u1xEDu9kkB+SgGcrBR6T6Kbp9aUEMcRPexkPbl69yix0AEqCyaUGxZdCwW498wsG8WtFpxy3RZyTPrp/jk6kXEoqn7GRZVVqHt81/F1iNHYTSvvNfDbGwW/U+muKDY0zWGWGT5W4Gz3MwzFJv318BWbFJUDFZCOj6y22zg/gNe7sxExXBvb1rH1ldWwnH8OJwnjsPS1pa2oJipfSthOjDNB7AkBMVxf/rZb1qNFtvLt8d7J9Yd4JmKOq14PopA2j6yP+kzffPZiOx5qAuIrKCXXtn6+YEr7JmVN+s++40txUFaZnxhPBlNiIduyYerMFaVWrCxysmHqnAxsdqBNeV2GPXixk/0dSa6fVJAPoqBHGxUuo+i26cW1BAH0X0spH35OrfoMcgEKosmiAxhL3pRhzvMxmLouX2T91Pse3hv2W1r1m/Eri99Het274M2C+HldbwzQTy6MoSHl4bgGvMvu61Wp0FTSwXvpVi/qYRnLSolBlKRykcuKN69G89QPHkS4YH0SoL11dVcTHScOAFLays0K/zjJXUMorEo7k/cT5Y63x+/j9hs+mWXlZbKeKlzXQfvoVhkKlqxTWpeZwi4gMFbi8VE72j2J7KWzWUkJqY3twGW9Ca9qzoOK8AXivDMQyYexkVED++ROOySbrgKK11mWYiJUuYN1Q6sr7TDZpLf20DR15no9kkB+SgGcrBR6T6Kbp9aUEMcRPexkPbl69yix0AE5PeukiDSxOfz4dGjR9i0aROsVjGmFUdCITy8cBadH/wGk4P9qTfUaLB+934++bluY/OKzxuLzaLv4STPUnx5d5z/ezmKq6zY3FGLjfuq+fRnJcVAahb6aDGb4e+6w8VE16lTiAwNpXUMQ20tFxOZqGjevn3FgqLUMRjzjXEhkQmKV4auYCY4k/a+eq0eOyt3JgXF9cXrJe/Pppp19vABmstmYZm4Pz/Beewxk7JXPr05ISaWNGY9vVk1ccjSx2Akip4xb7KUmWUhsp/7pnw84VQK7CYd6uxatDRWYEtdSTIbsdSmnEE6oq8z0e2TAvJRDORgo9J9FN0+taCGOIjuYyHty9e5RY+BCJC4SCiWaDTKeyOw50Ljc82g6+SH6Dr1Ifyu1MKM3mTC1reOYefnv4Li6poVn9c9GUD35SF0Xx6EZ3L5qa86vRZr2yqw5WAtatYVSyIAiRSDXBEJhxHs6sLEe79F4NNPERkZSWs/Q309H8jCREXz1q05G4iQTQzC0TC6xrripc4Dl/B4iglY6VNnr+Nlzuyxp3oPrIbc/gFW7DpzDcYzEftvwNh7DS2DXdDFVjC9uXTtnIg41yuxapuk05sVG4cMfXx9QnO8N6IHL8a9iEo0opkNV1lfGc9EXFjSbNOEcefOHbS2roPD4YASEX2diW6fFJCPYiAHG5Xuo+j2qQU1xEF0HwtpX77OLXoMRIB6LhKK7bkoAiw7sfPD3+DhubOIhFP3ybIVl2DHu1/C9mOfg8W+sg+EsWgML+9N4OGlQfTen3hjRkxprY0PZ9m4txpmG02+SofZcBi+GzfgOn0anjMfIzKWeqr3QgyrG+A88S4cLENx8+a8Tlh9E2ySMxMSmaDIJjz7IssP9lmIWWfG7urdyd6JDY4GoXyTBSEfMHQnPmyFD165Cbgym669CFbKnMxIZI82wFoqpcWqh2WAD0z745mITECcy0Z8NibdhGaDTsN7ILIy5o1V8yJifYkVOgGGqxAEQRAEQRDygnouEoRMYHp9f/d9PqSlp/P6stuWr1qNnV/4KjYdeAv6FY60d437uaDIMhV9M8s3/NcbtVi3q4r3UqxqcpIQlAaxQADeS5fgPn0G7k8+QWwmvdJgY1MTHO+ykucTMG3cKMy1DkQCuDlyMykovnS9zGj/dcXr0FEbL3Vuq2qDiZXYEunBFP+J53Mi4o34g01zjmU57Vdr+Gx5c+marMubic/e08fcQS4gxsuZ4yIi64/oDUnz7TULVWMZm9Bsj/dG5GKiA43lNhh08m4aThAEQRAEQSgfEhcJxTIzM4OLFy/iwIEDKCpa+dCIN8EmPbOJzzc/+A1Gep4uu+3q7Tuw6wtfxeqWthWJTdFIDC/ujOPhxQH0dU+9cfuKBgfPUly/uwomi15xMZCaqMcDz6fn4GYZihcuYNaXXjafcd3aZIaiab30PQaziUFHRwcmNZPxQSwDl7iwGIymX2JrN9ixv3Z/UlCstlVDFIRfZ/6p+WErfPDKzfj/ZUtJ04Ly5l1ANStvLry4K3wc0mDaF0oKiPFsRA+f2DztC0t2jrpiCxcREwIiy0ZcV2mH2bDygV1KiIHcfRTdPikgH8VADjYq3UfR7VMLaoiD6D4W0r58nVv0GIgAiYuEYmHTnDZu3JjzqU5Bnw/3PzmFzr9/D+7x1OWxWp0emzoO8UzFysY1Kzrn9IiPD2d5dHUIfvfyH3oNZh027K7iomLlaieUGAMpiUxMwH32LBcUfVeu8hLodDCsX4+iRIbiunUQAU/Ig8tjl3FWdxb/1+n/C0O+9AbMJNhctpmLiazUeVvFNhhYhpyACLXOohFg9MG8kMiyEieW/7JhWdg07fqdiFS1YtTYgNLtx2EurYOICBWHN+AJsgnNcyLisAdPR+NZiaPuFfS0fI1yu2m+H2LV/IRmhzl3ryM5xUCpPopunxSQj2IgBxuV7qPo9qkFNcRBdB8LaV++zi16DESAei4S1HMxS1zjY7j90fu4e+YjhPypM9pMNhtajn4Ore9+EY7S8qzPFwlH8fzWGBcVB59Ov3F7Vu7MBMV1OythNNP3CMsRHhyE+8wZXvLs6+xkzdTS2s+8bRscx47BcfQoTGuaUGhiszF0T3bj8sBlXup8d+wuIrPpl9qWmErQXtfOBcX22naUWcpyaq/Shq7w7MTB20A4/X6Vi9Bogcot8WzE+t3x57L1gITTw9VGgN03x+JTmfl05rkhK/1TfsnO4TTreR/ERD/E+KAVO8rs9OaTIAiCIAiCEAvquUgQGRIOhzE1NYWSkhIYVtjPcCEjPc94P0VWAs1KoVNRVFmFts9/BVuPHIPRbMn6fBODHi4oPr42jKB3eaHIZNVjw95q3kuxrM4OpcZACoI9PfH+iadPI3D/fno7abWw7to1Jyi+A0NNzbyP4XBBfJzwT+Dy4GVcGryEK4NXMBmYTHtfrUaLloqWZHZic1kz/z+5kbd1FvYDg13SDV2xV82LiOy5phUw2WX3WhLBRjah+eWElwuIC8uaX457IdGAZlgMOqyvtKGh2Iitq0rRXFvMMxKrnCZheqnKYZ0o3UfR7ZMC8lEM5GCj0n0U3T61oIY4iO5jIe3L17lFj4EIkLhIKBY2Kv7KlSs4fPgwiouLV3Ss2VgML7o6uajY9+DustvWrNuIXV/6Gtbt2Q+tNrseWuFgFM86R7ioONzjeuP2NeuKsOVgHdbuqIDeuPK+XSLGYKWwJO3Aw4dcTGSiYuj587T20xgMsLW3w3HsKOxvvw19aWlBfQzHwrgzeoeLiax3IstUzIRKayUO1h3kmYl7a/aiiJXdypycxIAl9U/2zA9cYULiyP3sh66wgTe1rXERkQ1cYc9F9WkPXRHptVRIG9mEZpZ1mOyJODdkpWfMi1BUugnNayvsyWzERFlzfYkFLtcMzp07h8OtG4WMgxzWidJ9FN0+KSAfxUAONirdR9HtUwtqiIPoPhbSvnydW/QYiACVRROKLYuORqMIBoO8L4JOl53gFgmF8PDCJ+j88DeYHOhLvaFGg3W79mHXF7+G2o3NWWexjPW6uaD45PowQoHlp5Ca7QZs2lfNS59Lqm1QagxWwmw0Cv/t20lBkZU/p4PGaoX90KG4oHj4MHR2e0F9HPAMJAexXBu+Bm/Ym/a+rE9ia3krDtYf5I+1xWuFybKSCklikJOhK7vnMxOrtrIx7bJ9LeXbRvbWhPU/TGYhLpjS7A9LM6FZyyY0l9u4cLh+TkBkPRJXl6We0Cx6HES3Tw0+im6fFJCPYiAHG5Xuo+j2qQU1xEF0HwtpX77OLXoMRNB/SFwkFCsurgSfawZ3Tv09uk59CN9M6v6GeqMJW48c5eXPJdW1WZ0r5I/gyY14liITF99E/aYSLiiuaamAziC/EtZcMxsKwXvtWrzk+eOPEZ2YSGs/XVERz0xkJc+29v3Qms0oFP6IHzeHbyazE1+6Xma0f6OzkWcmsqnOu6p2wWqw5sxWWSL50BXnXDbiXHkz+9mWfX9VtTHpDc0Jh/MiInt2BbLMEl0ClnWYzEKcG7LCshOlmNBMEARBEARBEHKBei4SRIb4fD48ffoU69evh9WanrgyOdjPsxQfnjuLSDiUcjtrUTF2vPsltBz7HCyOzCcwM01/5KWLC4pPb44iElw+E8fqNGJTew02d9SgqMKq6BhkQ8zng+fiRS4oej79FDH3m0Vahr6ykg9jYRmKrJciK4EuhI9sPTyffp4UEztHOhGKpV5/r2PVW3mJM+ubyETFekf9IvvuPLyT8xgUkjfGwDU0X94sydCVzQuExF1A+YacD13J12splza6A2E8HZ0fqpKY1DzukW5Cc4XDFJ/MvEBEZFmJdpNeFXEQ3T41+Ci6fVJAPoqBHGxUuo+i26cW1BAH0X0spH35OrfoMRABEhcJxcJSl1nTVfb8JmFnoPsBbn74azzvvB7vtZaCsvoGXvq86cBb0GchRAW8YV7yzETFiYE3lLZqgIbNZXw4y+rtZdClKNNTQgyyOvbMDBcSXadPw3vxEmYDgbT2MzQ0cDHReewYzNu3Q7NCUShbH2eCM7g6dJUPY2GTnUd9oxnt31zazDMTmZjYWtEKg86Q9xiIwiIfE0NX+MCVGysfumKrBFbtme+TWLsj5dCVXCKHOCZs9AZC6JkKz/dF5NmIHgxMSzehuchiiIuI1fakmMgeJbbsS8+VEAfR7VODj6LbJwXkoxjIwUal+yi6fWpBDXEQ3cdC2pevc4seAxGgsmhCtWXRbNLzk2uX0PnBrzH8fPmSyIZtrVxUbGxpy7hfHXuJDT2b4YLis1ujiIaXHzpgLzGhub0GzR21cJQWrjRXRCJjY7zUmWUostJnRNIrmzRt3Bif8HzsGEwb1hek52A0FsWDiQfJ7MR74/cQm01/AEWJqQTtde18svP+2v0ot1DZbU6GrtS0LJjgvAsoWpX20BW1kZjQzLIP50VEN/8/qSY0W426uX6I8SzExJCVSoc4E5oJgiAIgiAIQi5QWTRBSETI78O9s6dw63e/hWssdbaYVqfDpo7D2PmFr6KycU3G5/F7Qnh0ZRjdlwYxNbx8CaZGq0HjtjLeS7FhSxm0bNIAwQn198f7J54+zYezLJdZuhBLa+ucoHgUxoYGFAKWjcgyE5mYeGXoCs9WTBedRoeWihaencgeLFNRy0py1UzAtWDoypyg6J9c4dCVXQuGrmxb0dAVpcK+IFk0oXnYjUcST2g26rRYW8myEO3YwATEyriQWFdsofshQRAEQRAEQQgOiYuEYpmZmeHj4vfv34+ioiK4J8a5oHj3zEdcYEyFyWrD9mOfw453vwhHaWbZYbOxWfQ/meJZij23xxCLLi+EOcvNPEOxeX8NbMUmKD0G6QoZoWfPeLkzExWD3d3pnUyng3XP7rig+M5RGKoqkW8fLXYLbo/ejk92HryEJ1NPMjpWja0mLibWdvAeig6joyAxEIJYDBh/PC8i9t0Axh6xFbKCoStt830SmZgoo6Er+Yoj63/IhqkkB6vMiYnekDQlIDr2RUqZNZmBmHiw/9PLoPWD6K8n0e1Tg4+i2ycF5KMYyMFGpfsoun1qQQ1xEN3HQtqXr3OLHgMRIHGRUCxsTHxTUxNcwwO49KP/G4+vXOCl0KlwVlRh5+e/jK1HjsFoyaxJq3cmiEdXhvDw0hBcY8v3FdPqNGhqqeC9FNnkZ5a1qPQYsOc3CYqBe/d4diITFEMv05uOrDEaYTtwgAuK9rcOQ19SgnzC7B4NjeKR5RHeu/4eOkc7+aTndDHpTNhVvYuLiUxUbHI2SV7qmW4MCo5vckFG4nVg4BYQdK1s6EqiTyJ75GHoSi6ROo5suArrg7hwOjN7nvCmP0joTawqtfB+iPGy5riIuKbCJusJzaK/nkS3Tw0+im6fFJCPYiAHG5Xuo+j2qQU1xEF0HwtpX77OLXoMRIB6LhKK7Lk4G4vhxZ1O3k+x9/7dZbetWbcRO7/4Nazfs5+XQqdLLDaLvoeTPEvx5d1x/u/lKK6yYnNHLTbuq+bTn9XObCQC381OuM+c4Y/I8HBa+2ltNtjfeisuKB48wP+dT1hp87Wha7zM+crgFQx4MhsWsrZoLe+deKD2ANqq2mDWq7CvZjQCjD4A+q7PC4qTz7M/nq1iQZ/ExNCVlWd9KoFAOIrnYx4uHLJS5lwMV2H9D+czEe3YWO3E+ko7bBJNaCYIgiAIgiAIQhqo5yJBpEE0EsGDcx+j88PfYHKgL/WGGg3W7dqLXV/8Omo3NmeULeaeDKD78hC6Lw/CMxlcdludXou1bRW8l2Lt+mLVDSCIRCJwuVxwOp3Q6/WIBYPwXrnCMxQ9H59FdHo6rePoSkpgf+dtPuHZun8/tMb8ibPhaBhdY11cSGQPNpRlNoPSXIfBgX21+5LZidW2ahQyBgXBPbx46MrgbSC8fB/SlGgNQM32+YzE+t2I2GvhcrsL62OB48iGq7ya9HHxkJcyz4mJL8elG67iMOuxaU5ETIiJGxdMaJ630a7aOBQa0e1Tg4+i2ycF5KMYyMFGpfsoun1qQQ1xEN3HQtqXr3OLHgMRoKtCKAom3l391U/gHh9b8vd6owlb3jrKy59LaurSPm6MTUW9N4GHlwbRe3/ijTNFSmttXFDcuLcaZpsBasXj8eDimTPYrdUidvkyPJ+eQ8yXnqikr65ODmSxtrVBk6ebOEvm7pnpiYuJQ1dwY/hGRqXOGmiwpWxLchDLtvJt0Gv1BY3BhQsXcPjwYRQXF+f+hJEgMHR3gZh4A5hZRuh/E876eEbiqj1xMbF6O2BYnO3pmZ7Or48FjOOhQ4fg05jnRcS54SrPxjwIRaQZrmLSa5O9EDdWz09prnaal/2CJO9rrQCI7qPo9qnBR9HtkwLyUQzkYKPSfRTdPrWghjiI7mMh7cvXuUWPgQhQWTShuLLomx/8Guf++v+36P+sRcXYceKLaDn+eVgczrSP5Rr3c0GRZSr6ZpbvRaY3arFuVxXvpVjV5FRdluJCQv0D8F44D/en53imIkLp9XEzNjbCcfw4FxXNW7fk7RpO+CdwdehqUlBkU54zocxUFi91rjuA/bX7UWLOb+/H5YhGo/B6vbDZbNBlUPafFuzPBxMOExmJrMx5+C4QzbJvn94SL2leOMHZWVtYHwvIlDcUL2UecaN7aAaPhlx4NuaDJxiRbLjKmnIbn86c6InIRMSGUiv/XaYoNQ5y8lF0+9Tgo+j2SQH5KAZysFHpPopun1pQQxxE97GQ9uXr3KLHQAT9h8RFQnHiYtDnw1/+0f/CJ0KX1Tdg5xe/iuaOt6BPs5Q2GmH9Gsfx8OIA+rqn3rh9+So7thysw/rdVTBZ1JkMzMqdfddvwHvxAjznLyD04kXa+5o3b4bj+DE4jh6Fce3avAiKgUgAt0Zv4ergVS4mPppkU4jTx6wzY2fVTi4kssf64vXqEJNDXmCwKz5wJdEr0TOS/fFK1ywob94FVG0FdAZV9kV8OuLBo2FXfFLz3ICVUffybRcyob7E8pmSZjZcxaSX95sjgiAIgiAIgiDSh3ouEkSamKxWvPXD/xUGmx0RmxNr165NS1icHvHx4SyPrg7B7w4vu63BrMOG3VW89LlydfqZkEoi9OoVFxI9Fy/Ad+06ZgOB9HbUaGBpa+Plzo6jx2CsT788PVtiszE8nXqKy4OXeXYiExaD0cyEm+bSZi4ktte2o7WylU96Zvj9fjx8+BBr1qyBxWKBaDD7enp6MrePfe808XxxefPIA2A29cT1ZTE6gLq2uJDISpzZJGdbOQrqY56JxmbxcsKbLGVOCImvJqTri1huZ8NV7NhY5UyWNLNpzfY8DFeRSxyU7KPo9qnBR9HtkwLyUQzkYKPSfRTdPrWghjiI7mMh7cvXuUWPgQiQuEgokm1vH+cNV69fv46GhoaUN4AIm6R6a4yLioNP3zxchJU7M0Fx3c5KGM3qevnE/H54r12D98JFeC5cQLi3N/2ddTrY9u+P91B8523oy6URlZZjxDuSnOjMSp4nA5MZ7c8Gr+yviWcm7q3Zi1Jz6ZLbhcNhDA0N8W9/RPxDk7Z9gRlgoHM+I5E9/G/O3E1JxaZFQ1dQsRHQ5iZLTrQYsIIAlnUYFxBZNqIHj0dcPDsxKFFfRIdJz8uZmXi4acGk5jJ7XPQuBKLFQY0+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAJVFE4ori06HiUEPFxQfXx1G0Ld8/zKTVY8Ne6t5L8WyOjvUArs1sPJmz/nz8J6/AN/Nm5hNs3ciQ1daCtuBDtgPHoT98GHonLnN8PSFfbg5cjM51fn5zPOM9rfqrdhTvYdPdmaCYpOzSbmlzrEoMPZ48QTnMVYanuWfA0vJ4vLm2jbAoo5Gx65AGE9H5jMREz0Sp33LZz+ni1GnxbpKOy9lTj6qHKgpWn64CkEQBEEQBEEQxOtQWTRBrJBwMIpnnSNcVBzucb1x+5p1RbyX4todFdAb1dGXLOrxwnftKs9MZIJieHAw/Z21Wli2b4ft0EEuKJq3bIFGq82drbEouie7k6XOXWNdiMTSH3Sh1WixtWxrsm/i9ortMGgV2u/POwEMzA1cYWLiwC0g5M7uWBodULVlcVZi2Vpe7q5k2CTm52OeRT0R2WNgOv1J4svBLh8bpLIxkYlYHX9uLLNBr8vd64ggCIIgCIIgCGKlkLhIKJZEWfS6uq14dXsGT64PIxRYvl+c2W7Apn3VvPS5pNoGNWQnBp88TQ5i8d26xXK+095fV1EO+wEmJh6Arb0duuLiJWOwZ88eOCXIXBzwDHAhkQmK14auwRV6s0i8kHp7fbJv4u7q3SgyFa3YJql9XDGREDByP56NOHAT0d5r0E2/zP54tsp4j8SEkFjbChjFem1IGYNYbBb9U/45AdGVzETsGfMiIlFjxIV9ETfNZSOur7LDatTLZ53J1Eal+yi6fWrwUXT7pIB8FAM52Kh0H0W3Ty2oIQ6i+1hI+/J1btFjIAIkLhKKJOSP4PmNSQyeN+Lx6MM3bl+/qYQLimtaKqAzKDtLKOp2w3v5CjwXzvP+iZGRDKb96nSw7GiF/eAhLiiaNm1aNjvRYDCgtraWP2eDO+TG9eHryVLnXndvZn3pjA7srd4bz06s2Y9Vznj6t5Ss1McVwbpauAbmS5vZY6gLiMwP18ko51ZnBGpa5sub2XPRKuGzErONwYQnuKiUmT2zEmdvKMuhNa9hNeoW9URMCInZ9EUs6DpTkI1K91F0+9Tgo+j2SQH5KAZysFHpPopun1pQQxxE97GQ9uXr3KLHQASo5yKhqJ6L0WgM5/7uMZ7eHEUkuLxAYHUasam9Bps7alBUYYWisxO7u+Hhg1jOw3+7i12otPfXV1XBfuggbAcOwta+HzqHI2e2hmNh3B+/n8xOZD9HM5hOrNfoeXlzIjtxc9lm6LUK+g4l5AUGu+IlzglB0T2U/fGKGuZFRPao2Q7oCzcQJFf4QhE+TOV1IXHck9nE8FTotBqsKbdx4TAuIDp5eXN9iQVardjCLEEQBEEQBEEQ6qGfei4SxJvR6bSYHvalFhZZX7PNZXw4y+rtZXx7JRKdnob38mVe6uy5dBHRsfH0dzYYYN25M17qfPAgTOvXZz04IhqNwuPxwG63Q6fTLSl8vnK9Sk51ZlmK3rA3o3M0FTUlpzqzUmebIb8lu2/yMWvY9z4TzxZPbx55AGQgti46nN4CTV3b4sErjmoogUQMzBYr+qYDcQFxTkhk5c29kz5+OaWgrtjCRcSFmYhrKmww6XXyXGcqs1HpPopunxp8FN0+KSAfxUAONirdR9HtUwtqiIPoPhbSvnydW/QYiACJi4TiYOXNQ89nFv2fvcSE5vYaNHfUwlFqhtKYjcUQePAgOYjFf/cuax6X9v6G2trkIBbr3n3Q2aUR6NxuN86dO4fDhw+jeK4f43RgGleHr+Lq4FWenTjkzSzzrthUnBQT2aPaVliBbCkfs8I/BQx0LhATbwKB6eyPV7aeC4i+0i24PhhD64kfoLi0HEqAidIjriAeDbt4NuK93gncfjGKsaAWoag0KmKRxbAgEzE+oZkNWXGaDfJeZyq3Uek+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAJVFE4oqi2aEQ1H81b+6hHAwgrpNRdh6qB5N2ysVV54YmZyE99Ilnp3ovXgR0amptPfVGI2w7t4N28EDsB86BGNTU9bZicvaGIlgYnoCPYEeXB+N9058OPEQs0j/tsMmOLdVtSUFxU2lm/ikZ1FgPrI/Ng6HA3p9mt/XRCMA6wWa7JV4A5h4mr0R5iKgbkF5M8tQtJZmb59AeIKR5GRmJibybMRhN2b86Q8eWg6TXsuHqcxnIsaHrFQ6TDl5TWSLHOIoBxuV7qPo9qnBR9HtkwLyUQzkYKPSfRTdPrWghjiI7mMh7cvXuUWPgQj6D4mLhOLERUbvgwmU1dlhK1ZO/7jZaJRnJLIhLCxDMXD/frx0Nk0MDQ08M5EJirY9e6C15qbPZCgawoOJB+gc6cTNkZu4NXIL/og/o2OsL1mP9pp2LiYyYdGit0DWuIfnS5uZmDh4Gwj7sjuWRgdUbV5Q3rwbKF0LLDNYRw5EojG8GPeim4uH8YxEJiSyyc1SwHTCxjIbz0DkmYhzD/Z/rGciQRAEQRAEQRCE0umnnosEkT4NW8oQCATw6NEjNDY2wmyWZyl0ZGwMnouX4L1wHp5LlxGbWVzuvRwasxnWvXtgP3CQD2Qxrl6dExt9YR+6xrq4iMgExXvj9xCMZjYoo9xSvqjUmf1bLrB19vLly/l1Fg4AQ3fmxURW6jzTl/0J7NWLh67UtgJGW/b2FRj2fdawK94XcT4j0Y3nox6EoumX8i8HyzpMlDLHS5udWFdph8Uo3/4oosVRrjYq3UfR7VODj6LbJwXkoxjIwUal+yi6fWpBDXEQ3cdC2pevc4seAxEgcZFQLKFQCK9eveIj4+VyA5iNRODv6kpOdg4+7M5of1bezCc7HzwE666d0ObAb9Yz8dboraSY2D3ZndFEZ4ZZZ8bO6p1cUGRTndcVrxOqBDVtZmcRHn2C0M2fQfvIDYzeBYbvAbEsS3Z1prh4mBi4wp6ddfG0Oxm+DtyBcHIyc0JElLKk2WbU8T6Ia0rN0HtHcXzPFuxYU41SmxFKQw73MznYqHQfRbdPDT6Kbp8UkI9iIAcble6j6PapBTXEQXQfC2lfvs4tegxEgMqiCUWWRcuJ8PAw75nIeydeuYKY2532vhqrFbZ9+5KTnY05iN2wd5gLiUxQZGLis+lnGR9DAw2ay5qTYmJrZSuMOhkKQN7xeCbiwgcbxJItJU0Lypt3AlXbAL38rkt4rqT50YKS5u4hNwampSlpZmXLTeW2eBYi641YE++LyCY3K62XKkEQBEEQBEEQRK6gsmiCUAizoRB8t27zzETWPzH45ElG+5vWr+OZiSxD0dLWBq1ROjGKfdfwyvUqKSSyx4BnICsxcV3JOuys3MkzFPdW70WJuQSyIuSLlzcnhcSbwHRv9sczOuICYnLoyk7AJp/y71Qlzd1DLvSMeSUraa5yspJmJ5oX9EVcW2GH2SDfkmaCIAiCIAiCIAglQ+IioVhcLhc6Ozuxc+dOOJ3OgtoSHhiYK3W+AB/LTvSlP8xDa7PB1t4en+x88CAMNTWS2RWNRfF0+mlSSGQZihOBiYyPo9fosblsM3ZW7eQDWHZU7kCRqSgZA12pDhA5ezwWBUa7FwiJt+LTnDMs955HA1RunittnitvLt8AaHWyeR0sLGl+NDQ/rdkViEha0sz6IcanNMenNRdbjbJ+recKOfgoBxuV7qPo9qnBR9HtkwLyUQzkYKPSfRTdPrWghjiI7mMh7cvXuUWPgQiQuEgoFoPBgLKyMv6cb2LBIHw3b8J7/gI8Fy8i9Px5RvubmpthP3Agnp3Y2gqNRD6Eo+HkJGf26Brtgjucfhn2wp6JLRUtXEhkj+3l22E1WIWKQUpYJwg2YGWhkDjYBYS9WR8yYiqGZtVe6Br2zGUltgEmB0TgTTFIlDSzDMSFA1akLGlekyhp5iKi9CXNQq4ziZGDj3KwUek+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAPVcJKjnokSEenvjfRMvXID3+nXM+tMXZ7ROJ2wd7bAfPATbgQ4YKislm+R8Z+xOssz53tg9BKKBjI/jMDiwo2oHz0xkj82lm2HQyeTG6psEBm/FRcSEoOgdy/54TEStaY0LiKy0mWUmFq1a0dCVfMBu9UMzgQWDVVzxKc1jHoSj0vwZqHaaF4iI8Qeb0mzSU0kzQRAEQRAEQRBEoaGeiwSRIdFoFH6/HxaLBTqd9OJGzO+H78YNLiiy/onhV5n14zNv3TpX6nwIlu3boNGv/OU4E5xZNHyle6IbkdnMy1jLLeVoq2xLiolsmrMui5LeXMfgM4QD8WnNC/skTvZkfzyNFqjcMi8kskfFJkCnX+yj15s/H9PAxUqa50TER0MudA/O4OmYV7KSZrtJjw1V9mQW4kpKmqUg7+usAMjBRznYqHQfRbdPDT6Kbp8UkI9iIAcble6j6PapBTXEQXQfC2lfvs4tegxEgMRFQrG43W6cO3cOhw8fRnFxsSSZX6EXL+G9cJ73T2TC4mwwmPb+uuJi2OZKnW0dHdCXla3YphHvyKLhK9lMcmbU2+uTQiIrc25wNEAjQSae1DFYRCwGjD9ZPLl55D4QW4GAVtwwJyLuij/XbAeMtsL5+AZCkRjPPFyYjch+HpzJPDs1k5Lm+hKLJOtDKgoZg3whBx/lYKPSfRTdPjX4KLp9UkA+ioEcbFS6j6LbpxbUEAfRfSykffk6t+gxEAEqiyYUWxYdDocxMzODoqKirHsjxLxeeK9dT052Dvf3p7+zRgPL9u2wHTzIBUXzli3QrOBbDvZS7XP3JYVE9uj3ZGDPAlgmYlJMrGxDla0KosYgiWswLiD234w/sz6Jocz7RSaxlMxnI7JHbRtgryisjymIxWZ5D8SF5cxMRGS9EiMx6UuaN9U4sLHKibWVNlmUNOcjBoVGDj7KwUal+yi6fWrwUXT7pIB8FAM52Kh0H0W3Ty2oIQ6i+1hI+/J1btFjIIL+Q+IioVhxMevsxGfP4qXOFy/Af7MTs+Fw2vvrysr4IBYby05sb4e+pCRrW2KzMTydik9yTmQnjvvHMz6OTqPjk5wTZc5sknOxWfBvWwIzwODt+YEr7Nk9lP3x9GagpmWBmNgGlDQJ2Sdx0hviU5kTw1Uej7h5ibM3lO3k6tQlzc1cRIyXNReqpJkgCIIgCIIgCILID9RzkSAyJBAI8BcLe+GYzeaU20U9HnivXElOdo4MZSBi6XR8mrP94AGeoWhuboZGq816kvPDyYdxMXGub6I7i8w8k86E7RXbk1mJbKrzUpOchYlBJBQvZ15Y3szKnbNGE++LmBAR2XPVFiBHA2jSXWev4w9F8XTUvUhEZBmJY+70S+2XQ89KmitsWFdhQ5Upgt0b6rBtVZlwJc2FjIGckIOPcrBR6T6Kbp8afBTdPikgH8VADjYq3UfR7VMLaoiD6D4W0r58nVv0GIgAiYuEYgkGg3j69CkqKysX3QBYdmLw8ePkZGff7dtAJP0+ffrKyuQgFlv7fuiczqzs80f8uDt2NykmsqnO2U5ybq1snZ/kXLYZRp1RzBiwPolswMpCIXH4LhANZX8SZ/3igSu1rYDJgUKvswTR2CxeTXgX9EWMC4kvJ7yQKm+8rtiSnM7Mypo3VDmwtsIOo17L0/cvXbqEjsZmFBUVRmQudAyUgBx8lIONSvdRdPvU4KPo9kkB+SgGcrBR6T6Kbp9aUEMcRPexkPbl69yix0AEqCyaUEVZdHRmBt7Ll/kgFiYoRsbG0t9Zr4e1rS0uKB46BNOGDVllfrFJzl2jXfF+iaOdeDj+MKtJzmXmMj50JSEmri9en9Uk57zgHgEGby3ok3grXvKcLaYioG7H4l6JjmqIALuVsqzDhIDIn0dceDriQTASk+QcRRbDguEq8ZLmDdUOOM3y7vtBEARBEARBEARB5B4qiyaIDJiNxRB42J2c7Ozv6opnzaWJvqYG9rlBLNZ9+6Cz2zO2Ycw3xkXEzuF4z0TWP3EWmWv5dfa6RcNXVjtXi1fWGosCE8/jWYjD9+Yf3tHsj8myL6u3LRYSS9cCWZadS8mML4wno248meuHyIRE9vOUL/3+nMvBMg7XV7K+iPM9ETdVO1HlNIkXe4IgCIIgCIIgCELVkLhIKI6hf/fv4D51GtGJibT30RgMsO7eBdvBQ7x/onHt2oxEHJa11u/ux82Rm8nhK2yyc7aTnBPDV1iGYrVNjMy8JCEvMPJwsZA48gCI+Fd23LL1cQGxfle8zLlqK6A3oZB4ghE8HXHz7EM+WGXuMeKSpi8iW2KrS60LREQn/7mxzAq9ThoR1e124/bt29ixYwccjvyVi+cT8lEM5GCj0n0U3T41+Ci6fVJAPoqBHGxUuo+i26cW1BAH0X0spH35OrfoMRABEhcJxREZGU1LWDTU1/PMRDaIxbZ3L7RWa0aTnJ9NP+O9EnmZ80gnxvwZlFovmOTcXNqcLHNmk5xLzNlPmM5JWTMXEBcIiRPPmJy6suPaq4C6ORGR90ncAVgKN8E6EI7i2aiHlzPzjESeiejBwPQKBdMFlNtN2Fhtx8YqZ7KseX2VHVZjbm/DOp2O/wFkz0qFfBQDOdiodB9Ft08NPopunxSQj2IgBxuV7qPo9qkFNcRBdB8LaV++zi16DESAei4Siuu5OPXjH2P43/3JZ/5fYzLBumcPL3dm/RONjY1pZyeGY2F0T3QvmuTsCrkyts2oNfJJzgkxsbWitWCTnHNe1pzAaI+LhwvLm5218bS9PBOMRPFiPD5cJZGNyDITX036JBuuYjXqsL7KgU3Jcub4c5m9sFmYBEEQBEEQBEEQhLrpp56LBJEeLBMxgWH1av5vx+FDsO7eDW2ak53YJOd7Y/eSw1fYVGf2fxnbYrDxbMREz8QtZVsKP8k5V2XNDEdNvE/i3CNWuRUhex2MJjO0eeyVGInG+DRmln2YKGVmPzNhkU1vlgKDToM15XbeG3FtuQWb64rRXFOE+hILtFpx+iLGYjGEQiEYjca8xiCfkI9iIAcble6j6PapwUfR7ZMC8lEM5GCj0n0U3T61oIY4iO5jIe3L17lFj4EIkLhIKA5jfT1q/sP/gcj69bj07BkOHz4Me/HyJbcsC5FNcuY9E0du4cHEA0RimU9yLjWXJgevsOcNJRsKO8k5V2XNGi1QvmGRkIiqbYC9YtFmrulpnDt1mseg+A0xyAYmFPZN+hYJiOy5Z8yLUFSaCc1MJ2wst2FDZXwy84YqVtrs4P9n0GkxzXw8dw5765mPAmShvobL5eL25SoGIkA+ioEcbFRGk/KlAABQQUlEQVS6j6LbpwYfRbdPCshHMZCDjUr3UXT71IIa4iC6j4W0L1/nFj0GIkBl0YTiyqIThMNhTExMoKysDAaDYdHvxv3jyV6JTEx8MvUkq0nOtbba5OAV9tzoTL/UWjZlzQYbUL11sZBYuRkwWFYUg0xgtynW//D1wSqsT2IgLI2IyMK2qsSKDVVzAiLriVjpwJoKG8wGXc59zBWi2ycF5KMYyMFGpfsoun1q8FF0+6SAfBQDOdiodB9Ft08tqCEOovtYSPvydW7RYyCC/kPiIqFYcXHRJGdPf3L4CuuX+Mr1KqtjrSlaMy8mVu5Ejb0GSi5rRvV2oKQJyFPqN4vVqDsYH6yyIBuR9UX0hqKSnae2yDyXhZh42LGuMvfDVQiCIAiCIAiCIAiiUFDPRYLIYJLz8+nnuD5wHZd6L+Gx5zFG/Zln8Gk1Wmwq3RTvl1i5EzuqdvCyZzWVNa+UYDCIgYEB1NXVwWRaPNBkwhOcG6gyP1iFiYquQObl6KmocJh4CTObyhx/jv/sNEv3bdNyPoqA6PZJAfkoBnKwUek+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAImLhOL44e9+iDtjd7Ka5Ly1fGty+EpLRQvsbNKxisuaV4rf78eNOw/wyqvHgHc2LiDOCYoT3pBk5ymxGuazEFlGYqWd/1xiM+bFxwcPHqC0tFTIPzSi2ycF5KMYyMFGpfsoun1q8FF0+6SAfBQDOdiodB9Ft08tqCEOovtYSPvydW7RYyACVBZNKK4s+t9d+Xf4xZNfpDXJubWylWclsjJnJiyadHm4USiwrJlNZ+6b8qNnLD6R+fmYFy/GPXywCitzlgqHWb+olDnxc7ndWJhelwRBEARBEARBEAQhE6gsmiDShE1qXkpcLDGVJAevJCY567U5fgnIvKx5Iex7iHFPKCkg9rDHGHv2oHfCh0hMuu8prEYd1s9lHyazEavsqHaaSUQkCIIgCIIgCIIgCIEgcZFQHLuqdvHnams1GrQNOLL+CNob2tFU1JQ7YUpBZc3+UHROPIxnHvKfxzxcTHRL2A+RYdRrsa5ibjLzXF9EJibWFVug1cpDRPR4PLhz5w5aWlpgt+epjF5B9kkB+SgGcrBR6T6Kbp8afBTdPikgH8VADjYq3UfR7VMLaoiD6D4W0r58nVv0GIgAiYuE4mATnE9/8zQccKC7uxvNa5ths9mkO4ECypqjsVkMTvvxfGyBgDjuwYsxLwZnApAavVaDNRW2BSXN8UzE1WU26GQiIqaCCdas74aoGZWi2ycF5KMYyMFGpfsoun1q8FF0+6SAfBQDOdiodB9Ft08tqCEOovtYSPvydW7RYyAC1HORUFzPRUmReVnzlDfERcPnCzIQ2fPLCR9CkRikhg1WaSq3YU2FnT+vrYj/3Fhm41mKBEEQBEEQBEEQBEEUBuq5SBAZwnTzSCQCvV7/5m8YZFzWHAhH8WrCxweoMBExnokYL2Oe9oUhNUwkbCyzYk25HU1MPJwTE9nz69OZkzHQKfcbnozWWQEQ3T4pIB/FQA42Kt1H0e1Tg4+i2ycF5KMYyMFGpfsoun1qQQ1xEN3HQtqXr3OLHgMRIHGRUCwzMzM4d+4cDh8+jOLi4vlfBD3AaKKs+b4syppjsVkMuQK8bDnRCzE+UMWDgWk/cpF/XFtkTmYgspLmhIBYW2xJu5Q5ZQwUhOg+im6fFJCPYiAHG5Xuo+j2qcFH0e2TAvJRDORgo9J9FN0+taCGOIjuYyHty9e5RY+BCFBZNKHYsuhQKISJVw9RHhmEYbx7QVnzc2HLmmf84fkBKnOlzKwv4ssJLwJh6cuYHWZ9UjRMZCAyMZE9LEadJDEYGxtDRUUFjMbFWY1KQXQfRbdPCshHMZCDjUr3UXT71OCj6PZJAfkoBnKwUek+im6fWlBDHET3sZD25evcosdABP2HxEVCeeLilb8Anp0RtqyZ9TrsnfQl+x/GsxDjP497Qiu393XzdRo0lFrRVG6f64HIxEM7fy6zGSmtmyAIgiAIgiAIgiBUQD/1XCSINBm4CTz/uKBlzUyzH3UHedZhUkCc+7lvys+nNUtNldP0Wh9E9mxHfYkFel1hhqmwb3iGh4dRXV0t+2945Oqj6PZJAfkoBnKwUek+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAImLhPJgouD9X+alrNkTjCzqg8iFRJaFOOaFNxSF1NiMukV9EOMTme1oLLfBbhLv5ezz+XD79m3em0KpN2HRfRTdPikgH8VADjYq3UfR7VODj6LbJwXkoxjIwUal+yi6fWpBDXEQ3cdC2pevc4seAxGgsmhCeWXRT88Af/uN5D9nDTZoVlDWHInGeLbhi9cGqbCfWXai1LBhKfEy5ngGYjwTMV7GXOkwyaqMmd1e2IPZLCe7leSj6PZJAfkoBnKwUek+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BhkApVFE0S61LYCB/+3ZFmzJo2yZnajYP0OE8NU4oNUWCaih/dHDEel1+DL7ayMeT4DMZGRyIRFo74wZcxSo4Sbr9x9FN0+KSAfxUAONirdR9HtU4OPotsnBeSjGMjBRqX7KLp9akENcRDdx0Lal69zix4DESBxkVAetnLgnX8Nr9eL+/fvY+vWathsNv4rfyi6qHSZZyHOCYruQERyU8wGbXJ4ysI+iKyMuchigNKZj8HWZAyUhug+im6fFJCPYiAHG5Xuo+j2qcFH0e2TAvJRDORgo9J9FN0+taCGOIjuYyHty9e5RY+BCJC4SCgONixlcNqPB30TuPrcj1/3PUH/dIgLiIMzAcnPx77AYENT+DAV3gNxPgux2mmGVkvfcBAEQRAEQRAEQRAEoUyo5yKhuJ6L/+v/vIEz3aOSH7fEauCi4et9EFkZs9mgk/x8BEEQBEEQBEEQBEEQUkE9FwkiTRpKs09TZr0Om8o+2weRCYolNpoKpebGt3L1UXT7pIB8FAM52Kh0H0W3Tw0+im6fFJCPYiAHG5Xuo+j2qQU1xEF0H2mgC8FQxtQIglgAyyp8E3XFFhxcX44f7l+Nf/ulzfif/3gPLvzLI+j+k3dx8o8P4b/+3k78y3c34Zs767FzdQkJi1kyMzOD999/nz8rFdF9FN0+KSAfxUAONirdR9HtU4OPotsnBeSjGMjBRqX7KLp9akENcRDdx0Lal69zix4DEaDMRUJxrC2Pi4tOsx71RQasry7G+ipHcrBKY5kNFiOVMecDq9WKHTt28GelIrqPotsnBeSjGMjBRqX7KLp9avBRdPukgHwUAznYqHQfRbdPLaghDqL7WEj78nVu0WMgAtRzkVBcz8VAOApPMIIym5FSlgmCIAiCIAiCIAiCIJA7/YfKognFwYarlNtNCIfDGBgYQCgUKrRJqoVde6XHQHQfRbdPCshHMZCDjUr3UXT71OCj6PZJAfkoBnKwUek+im6fWlBDHET3sZD25evcosdABEhcJBSLz+fDzZs3+TNRGNQQA9F9FN0+KSAfxUAONirdR9HtU4OPotsnBeSjGMjBRqX7KLp9akENcRDdx0Lal69zix4DEaCyaEJxZdEJ2NKORCLQ6/VUHl0g1BAD0X0U3T4pIB/FQA42Kt1H0e1Tg4+i2ycF5KMYyMFGpfsoun1qQQ1xEN3HQtqXr3OLHgMR9B8a6EIoFvaiNxgMhTZD1aghBqL7KLp9UkA+ioEcbFS6j6LbpwYfRbdPCshHMZCDjUr3UXT71IIa4iC6j4W0L1/nFj0GIkBl0YRi8Xq9PHWZPROFQQ0xEN1H0e2TAvJRDORgo9J9FN0+Nfgoun1SQD6KgRxsVLqPotunFtQQB9F9LKR9+Tq36DEQARIXCcXCUpeDwSB/JgqDGmIguo+i2ycF5KMYyMFGpfsoun1q8FF0+6SAfBQDOdiodB9Ft08tqCEOovtYSPvydW7RYyAC1HORUGzPRYIgCIIgCIIgCIIgCCK3+g9lLhIEQRAEQRAEQRAEQRAEkRUkLhKKZXp6Gu+//z5/JgqDGmIguo+i2ycF5KMYyMFGpfsoun1q8FF0+6SAfBQDOdiodB9Ft08tqCEOovtYSPvydW7RYyACJC4SisVisWDLli38mSgMaoiB6D6Kbp8UkI9iIAcble6j6PapwUfR7ZMC8lEM5GCj0n0U3T61oIY4iO5jIe3L17lFj4EIUM9FgnouEgRBEARBEARBEARBKJx+6rlIEJkRDocxPDzMn4nCoIYYiO6j6PZJAfkoBnKwUek+im6fGnwU3T4pIB/FQA42Kt1H0e1TC2qIg+g+FtK+fJ1b9BiIAImLhGLxer24du0afyYKgxpiILqPotsnBeSjGMjBRqX7KLp9avBRdPukgHwUAznYqHQfRbdPLaghDqL7WEj78nVu0WMgAlQWTSi2LDoWiyEUCsFoNEKrJR29EKghBqL7KLp9UkA+ioEcbFS6j6LbpwYfRbdPCshHMZCDjUr3UXT71IIa4iC6j4W0L1/nFj0GmUBl0SqALdb/+l//Kw4fPozS0lK+cGtqavDVr34Vf//3f19o82QHe9GbzWbZv/jljBpiILqPotsnBeSjGMjBRqX7KLp9avBRdPukgHwUAznYqHQfRbdPLaghDqL7WEj78nVu0WMgAnRlBGFkZATt7e34oz/6I5w/fx5TU1PJuv733nsPX/jCF/CP/tE/4oo5kR4+nw+3b9/mz0RhUEMMRPdRdPukgHwUAznYqHQfRbdPDT6Kbp8UkI9iIAcble6j6PapBTXEQXQfC2lfvs4tegxEQF9oA4g43/rWt9DZ2cl/fuedd/D9738fFRUVePbsGc9mfPr0Kf7qr/6Kp6/+yZ/8SaHNlQXRaBRut5s/E4VBDTEQ3UfR7ZMC8lEM5GCj0n0U3T41+Ci6fVJAPoqBHGxUuo+i26cW1BAH0X0spH35OrfoMRAB6rkoAKzkmWUmMv74j/8Yf/qnf7ro96xp6IkTJ3Dp0iVYLBZeI8/KpqVCqT0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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 30
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.8.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}