Dresden_RKI_data_Altersgruppen.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from joblib import Memory\n",
    "from datetime import datetime\n",
    "memory = Memory(f\"cachedir/{datetime.today().date()}\", compress=True)\n",
    "\n",
    "@memory.cache\n",
    "def cached_read(url):\n",
    "    return pd.read_csv(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>IdLandkreis</th>\n",
       "      <th>Altersgruppe</th>\n",
       "      <th>Geschlecht</th>\n",
       "      <th>Meldedatum</th>\n",
       "      <th>Refdatum</th>\n",
       "      <th>IstErkrankungsbeginn</th>\n",
       "      <th>NeuerFall</th>\n",
       "      <th>NeuerTodesfall</th>\n",
       "      <th>NeuGenesen</th>\n",
       "      <th>AnzahlFall</th>\n",
       "      <th>AnzahlTodesfall</th>\n",
       "      <th>AnzahlGenesen</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3979722</th>\n",
       "      <td>14612</td>\n",
       "      <td>A80+</td>\n",
       "      <td>M</td>\n",
       "      <td>2021-01-04</td>\n",
       "      <td>2020-01-04</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-9</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3979723</th>\n",
       "      <td>14612</td>\n",
       "      <td>A15-A34</td>\n",
       "      <td>M</td>\n",
       "      <td>2022-01-13</td>\n",
       "      <td>2020-01-09</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3979724</th>\n",
       "      <td>14612</td>\n",
       "      <td>A35-A59</td>\n",
       "      <td>M</td>\n",
       "      <td>2022-01-28</td>\n",
       "      <td>2020-01-27</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3979725</th>\n",
       "      <td>14612</td>\n",
       "      <td>A60-A79</td>\n",
       "      <td>M</td>\n",
       "      <td>2021-02-10</td>\n",
       "      <td>2020-02-03</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3979726</th>\n",
       "      <td>14612</td>\n",
       "      <td>A35-A59</td>\n",
       "      <td>M</td>\n",
       "      <td>2020-03-13</td>\n",
       "      <td>2020-02-25</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-9</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4006667</th>\n",
       "      <td>14612</td>\n",
       "      <td>A15-A34</td>\n",
       "      <td>W</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-9</td>\n",
       "      <td>-9</td>\n",
       "      <td>96</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4006668</th>\n",
       "      <td>14612</td>\n",
       "      <td>A35-A59</td>\n",
       "      <td>W</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-9</td>\n",
       "      <td>-9</td>\n",
       "      <td>118</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4006669</th>\n",
       "      <td>14612</td>\n",
       "      <td>A60-A79</td>\n",
       "      <td>W</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-9</td>\n",
       "      <td>-9</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4006670</th>\n",
       "      <td>14612</td>\n",
       "      <td>A80+</td>\n",
       "      <td>W</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>-9</td>\n",
       "      <td>-9</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4006671</th>\n",
       "      <td>14612</td>\n",
       "      <td>A15-A34</td>\n",
       "      <td>W</td>\n",
       "      <td>2022-02-24</td>\n",
       "      <td>2022-03-21</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>-9</td>\n",
       "      <td>-9</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>26950 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         IdLandkreis Altersgruppe Geschlecht  Meldedatum    Refdatum  \\\n",
       "3979722        14612         A80+          M  2021-01-04  2020-01-04   \n",
       "3979723        14612      A15-A34          M  2022-01-13  2020-01-09   \n",
       "3979724        14612      A35-A59          M  2022-01-28  2020-01-27   \n",
       "3979725        14612      A60-A79          M  2021-02-10  2020-02-03   \n",
       "3979726        14612      A35-A59          M  2020-03-13  2020-02-25   \n",
       "...              ...          ...        ...         ...         ...   \n",
       "4006667        14612      A15-A34          W  2022-03-21  2022-03-21   \n",
       "4006668        14612      A35-A59          W  2022-03-21  2022-03-21   \n",
       "4006669        14612      A60-A79          W  2022-03-21  2022-03-21   \n",
       "4006670        14612         A80+          W  2022-03-21  2022-03-21   \n",
       "4006671        14612      A15-A34          W  2022-02-24  2022-03-21   \n",
       "\n",
       "         IstErkrankungsbeginn  NeuerFall  NeuerTodesfall  NeuGenesen  \\\n",
       "3979722                     1          0               0          -9   \n",
       "3979723                     1          0              -9           0   \n",
       "3979724                     1          0              -9           0   \n",
       "3979725                     1          0              -9           0   \n",
       "3979726                     1          0              -9           0   \n",
       "...                       ...        ...             ...         ...   \n",
       "4006667                     0          1              -9          -9   \n",
       "4006668                     0          1              -9          -9   \n",
       "4006669                     0          1              -9          -9   \n",
       "4006670                     0          1              -9          -9   \n",
       "4006671                     1          0              -9          -9   \n",
       "\n",
       "         AnzahlFall  AnzahlTodesfall  AnzahlGenesen  \n",
       "3979722           1                1              0  \n",
       "3979723           1                0              1  \n",
       "3979724           1                0              1  \n",
       "3979725           1                0              1  \n",
       "3979726           1                0              1  \n",
       "...             ...              ...            ...  \n",
       "4006667          96                0              0  \n",
       "4006668         118                0              0  \n",
       "4006669          23                0              0  \n",
       "4006670           9                0              0  \n",
       "4006671           1                0              0  \n",
       "\n",
       "[26950 rows x 12 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = cached_read(\"https://github.com/robert-koch-institut/SARS-CoV-2_Infektionen_in_Deutschland/blob/master/Aktuell_Deutschland_SarsCov2_Infektionen.csv?raw=true\")\n",
    "df = df[df.IdLandkreis == 14612]\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rki_14tage A00-A04</th>\n",
       "      <th>rki_14tage A05-A14</th>\n",
       "      <th>rki_14tage A15-A34</th>\n",
       "      <th>rki_14tage A35-A59</th>\n",
       "      <th>rki_14tage A60-A79</th>\n",
       "      <th>rki_14tage A80+</th>\n",
       "      <th>rki_7tage A00-A04</th>\n",
       "      <th>rki_7tage A05-A14</th>\n",
       "      <th>rki_7tage A15-A34</th>\n",
       "      <th>rki_7tage A35-A59</th>\n",
       "      <th>rki_7tage A60-A79</th>\n",
       "      <th>rki_7tage A80+</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Refdatum</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",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-01-03</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.547645</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.547645</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-04</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.095290</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.169197</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.095290</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.169197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-09</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.396648</td>\n",
       "      <td>1.214344</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.943911</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.396648</td>\n",
       "      <td>1.214344</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.943911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-18</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.510919</td>\n",
       "      <td>1.428639</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.338395</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.510919</td>\n",
       "      <td>1.428639</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.338395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-27</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.625190</td>\n",
       "      <td>1.642935</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>5.023404</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.625190</td>\n",
       "      <td>1.642935</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>5.023404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-03-17</th>\n",
       "      <td>2835.766423</td>\n",
       "      <td>7213.235294</td>\n",
       "      <td>5731.145251</td>\n",
       "      <td>4739.868565</td>\n",
       "      <td>1689.799721</td>\n",
       "      <td>1121.475054</td>\n",
       "      <td>1423.357664</td>\n",
       "      <td>4444.852941</td>\n",
       "      <td>3260.474860</td>\n",
       "      <td>2737.677985</td>\n",
       "      <td>950.163018</td>\n",
       "      <td>568.329718</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-03-18</th>\n",
       "      <td>2875.912409</td>\n",
       "      <td>7391.544118</td>\n",
       "      <td>5934.357542</td>\n",
       "      <td>4903.614458</td>\n",
       "      <td>1727.061015</td>\n",
       "      <td>1127.982646</td>\n",
       "      <td>1372.262774</td>\n",
       "      <td>4336.397059</td>\n",
       "      <td>3235.335196</td>\n",
       "      <td>2742.606791</td>\n",
       "      <td>956.683745</td>\n",
       "      <td>568.329718</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-03-19</th>\n",
       "      <td>2781.021898</td>\n",
       "      <td>7305.147059</td>\n",
       "      <td>5817.737430</td>\n",
       "      <td>4831.872946</td>\n",
       "      <td>1709.361900</td>\n",
       "      <td>1127.982646</td>\n",
       "      <td>1313.868613</td>\n",
       "      <td>4161.764706</td>\n",
       "      <td>3067.039106</td>\n",
       "      <td>2616.100767</td>\n",
       "      <td>903.586400</td>\n",
       "      <td>568.329718</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-03-20</th>\n",
       "      <td>2737.226277</td>\n",
       "      <td>7161.764706</td>\n",
       "      <td>5709.497207</td>\n",
       "      <td>4730.558598</td>\n",
       "      <td>1673.963670</td>\n",
       "      <td>1117.136659</td>\n",
       "      <td>1262.773723</td>\n",
       "      <td>4051.470588</td>\n",
       "      <td>2971.368715</td>\n",
       "      <td>2538.882804</td>\n",
       "      <td>882.161155</td>\n",
       "      <td>555.314534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-03-21</th>\n",
       "      <td>2562.043796</td>\n",
       "      <td>6805.147059</td>\n",
       "      <td>5337.988827</td>\n",
       "      <td>4437.020811</td>\n",
       "      <td>1539.823009</td>\n",
       "      <td>1045.553145</td>\n",
       "      <td>1054.744526</td>\n",
       "      <td>3215.073529</td>\n",
       "      <td>2502.793296</td>\n",
       "      <td>2088.170865</td>\n",
       "      <td>748.952026</td>\n",
       "      <td>483.731020</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>690 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            rki_14tage A00-A04  rki_14tage A05-A14  rki_14tage A15-A34  \\\n",
       "Refdatum                                                                 \n",
       "2020-01-03            0.000000            0.000000            0.000000   \n",
       "2020-01-04            0.000000            0.000000            0.000000   \n",
       "2020-01-09            0.000000            0.000000            1.396648   \n",
       "2020-01-18            0.000000            0.000000            1.510919   \n",
       "2020-01-27            0.000000            0.000000            1.625190   \n",
       "...                        ...                 ...                 ...   \n",
       "2022-03-17         2835.766423         7213.235294         5731.145251   \n",
       "2022-03-18         2875.912409         7391.544118         5934.357542   \n",
       "2022-03-19         2781.021898         7305.147059         5817.737430   \n",
       "2022-03-20         2737.226277         7161.764706         5709.497207   \n",
       "2022-03-21         2562.043796         6805.147059         5337.988827   \n",
       "\n",
       "            rki_14tage A35-A59  rki_14tage A60-A79  rki_14tage A80+  \\\n",
       "Refdatum                                                              \n",
       "2020-01-03            0.547645            0.000000         0.000000   \n",
       "2020-01-04            1.095290            0.000000         2.169197   \n",
       "2020-01-09            1.214344            0.000000         2.943911   \n",
       "2020-01-18            1.428639            0.000000         4.338395   \n",
       "2020-01-27            1.642935            0.000000         5.023404   \n",
       "...                        ...                 ...              ...   \n",
       "2022-03-17         4739.868565         1689.799721      1121.475054   \n",
       "2022-03-18         4903.614458         1727.061015      1127.982646   \n",
       "2022-03-19         4831.872946         1709.361900      1127.982646   \n",
       "2022-03-20         4730.558598         1673.963670      1117.136659   \n",
       "2022-03-21         4437.020811         1539.823009      1045.553145   \n",
       "\n",
       "            rki_7tage A00-A04  rki_7tage A05-A14  rki_7tage A15-A34  \\\n",
       "Refdatum                                                              \n",
       "2020-01-03           0.000000           0.000000           0.000000   \n",
       "2020-01-04           0.000000           0.000000           0.000000   \n",
       "2020-01-09           0.000000           0.000000           1.396648   \n",
       "2020-01-18           0.000000           0.000000           1.510919   \n",
       "2020-01-27           0.000000           0.000000           1.625190   \n",
       "...                       ...                ...                ...   \n",
       "2022-03-17        1423.357664        4444.852941        3260.474860   \n",
       "2022-03-18        1372.262774        4336.397059        3235.335196   \n",
       "2022-03-19        1313.868613        4161.764706        3067.039106   \n",
       "2022-03-20        1262.773723        4051.470588        2971.368715   \n",
       "2022-03-21        1054.744526        3215.073529        2502.793296   \n",
       "\n",
       "            rki_7tage A35-A59  rki_7tage A60-A79  rki_7tage A80+  \n",
       "Refdatum                                                          \n",
       "2020-01-03           0.547645           0.000000        0.000000  \n",
       "2020-01-04           1.095290           0.000000        2.169197  \n",
       "2020-01-09           1.214344           0.000000        2.943911  \n",
       "2020-01-18           1.428639           0.000000        4.338395  \n",
       "2020-01-27           1.642935           0.000000        5.023404  \n",
       "...                       ...                ...             ...  \n",
       "2022-03-17        2737.677985         950.163018      568.329718  \n",
       "2022-03-18        2742.606791         956.683745      568.329718  \n",
       "2022-03-19        2616.100767         903.586400      568.329718  \n",
       "2022-03-20        2538.882804         882.161155      555.314534  \n",
       "2022-03-21        2088.170865         748.952026      483.731020  \n",
       "\n",
       "[690 rows x 12 columns]"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABaEAAAF2CAYAAAB3SlTXAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdeXhUZZr///dJQkI2EvYlCSRsCgkYWQQRBJqGoCxKi7KNWwuKSDfdYzswtjqiP7tB+douLa4wqM0U2qwqSBABBQVMoiUEiISlIBAIZN/38/ujkpKYhUCWSvDzuq5cJ/Wc5zznrmNCz9x1534M0zQREREREREREREREWkILs4OQERERERERERERESuXUpCi4iIiIiIiIiIiEiDURJaRERERERERERERBqMktAiIiIiIiIiIiIi0mCUhBYRERERERERERGRBqMktIiIiIiIiIiIiIg0GCWhRURERESukmEYHQ3D+NowjCzDMP5fFedHGYZxxhmxiYiIiIg0FUpCi4iIiMivnmEYNsMw8gzDyDYM47xhGKsMw/CpxaUPA8lAK9M0H69jDA8YhrGnLmuIiIiIiDRFSkKLiIiIiNhNMk3TBwgHbgT+uxbXdAMOm6ZpNmRgIiIiIiLNmZLQIiIiIiKXME3zPBCJPRmNYRhDDcP41jCMdMMwfjQMY1TZ+CrgfuC/yiqof2sYhmdZFXWaYRiHgcGXrm0YxiLDMI6Xte84bBjGlLLxPsBbwM1la6WXje8yDGP2JddXqJY2DMM0DGOeYRjxZWs+bxhGj7J4Mw3D+NgwDPeGelYiIiIiIrXh5uwARERERESaEsMwAoHbgB2GYQQAm4F7ga3AGGCdYRjXm6b5gGEYAGdM03yq7NolQI+yL2/g818sfxwYAZwH7gb+ZRhGT9M0jxiGMReYbZrm8CsMOQIYCAQB3wPDgP8AUoC9wAzg/StcU0RERESk3qgSWkRERETEbqNhGFlAAnAB+B/sydwtpmluMU2z1DTNL4Bo4PZq1rgHeME0zVTTNBOA1y49aZrmv03TTCxb6yMgHripjnG/aJpmpmmah4BYYJtpmidM08zAngS/sY7ri4iIiIjUiZLQIiIiIiJ2d5qm6QuMAq4H2mHv+Xx3WSuO9LI2GcOBztWs0QV7ErvcqUtPGoZxn2EY1kvWCiu7T10kXfJ9XhWva7PBooiIiIhIg1E7DhERERGRS5im+VVZv+dlwH7gQ9M059Ty8nPY22IcKnvdtfyEYRjdgHext/TYa5pmiWEYVsAov3UV6+UAXpe87lTLOEREREREmgxVQouIiIiIVPYKMBb4FphkGEaEYRiuhmG0NAxjVFnf6Kp8DPy3YRity+b84ZJz3tgTzRcBDMN4EHsldLkkIPAXGwlagd8ZhuFlGEZP4KF6eG8iIiIiIo1KSWgRERERkV8wTfMi8AHwR+AO4EnsyeME4Amq/7+jF2NvwXES2AZ8eMmah4H/h32zwCSgH/DNJdfuwF5Bfd4wjOSysX8AhWXz3wdW1/3diYiIiIg0LsM0q/qrPxERERERERERERGRulMltIiIiIiIiIiIiIg0GCWhRURERERERERERKTBKAktIiIiIiIiIiIiIg1GSWgRERERERERERERaTBKQouIiIiIiIiIiIhIg3FzdgA1adeunRkcHOzsMERERERERERERESkBjExMcmmabav6lyTTkIHBwcTHR3t7DBEREREREREREREpAaGYZyq7pzacYiIiIiIiIiIiIhIg1ESWkREREREREREREQajJLQIiIiIiIiIiIiItJgmnRP6KoUFRVx5swZ8vPznR2KNCEtW7YkMDCQFi1aODsUERERERERERERuUSzS0KfOXMGX19fgoODMQzD2eFIE2CaJikpKZw5c4aQkBBnhyMiIiIiIiIiIiKXaHbtOPLz82nbtq0S0OJgGAZt27ZVdbyIiIiIiIiIiEgT1OyS0IAS0FKJfiZERERERERERESapmaZhBYRERERERERERGR5kFJ6Hrg4+NTaSwxMZGpU6dWe01KSgqjR4/Gx8eH+fPnVzln8uTJhIWFOV6vWrWKxMTEugdcCxs3bsQwDOLi4iqMv//++/Tq1YtevXrx/vvvO8ZjYmLo168fPXv25I9//COmaVa79p/+9CcCAgIoLS11jJmmyR//+Ed69uxJ//79+f777ytck5mZSWBgYLXPSkRERERERERERJomJaHrwDTNConUS3Xp0oW1a9dWe23Lli15/vnnWbZsWZXn169fXym53ZhJaIvFwvDhw7FYLI6x1NRUFi9ezP79+/nuu+9YvHgxaWlpADz66KO8++67xMfHEx8fz9atW6tct7S0lA0bNhAUFMRXX33lGP/8888d177zzjs8+uijFa57+umnufXWWxvgnYqIiIiIiIiIiEhDcnN2AHWx+NNDHE7MrNc1+3Zpxf9MCq32vM1mIyIigiFDhhATE8OWLVsc55KTk5k0aRJPPfUUoaGhTJw4kdjY2CrX8fb2Zvjw4Rw7dqzSuezsbF5++WXeeecd7rnnHgDWrl1LdHQ0s2bNwtPTk7179/LSSy/x6aefkpeXx7Bhw3j77bcxDIOoqCgeeughXFxcGDt2LJ9//jmxsbGUlJSwaNEidu3aRUFBAY899hiPPPJIlfffs2cPO3fuZNKkSSxevBiAyMhIxo4dS5s2bQAYO3YsW7duZdSoUWRmZjJ06FAA7rvvPjZu3Mhtt91Wae1du3YRGhrKtGnTsFgsjB49GoBNmzZx3333YRgGQ4cOJT09nXPnztG5c2diYmJISkpi/PjxREdHV/vfRkREREREREREGliiFXY8DzkXwb8rBA6G5HgIugkG3Ofs6KSJUiX0VYiPj2fevHkcOnSIbt26AZCUlMSECRN47rnnmDBhQp3Wf/rpp3n88cfx8vJyjE2dOpVBgwaxevVqrFYrnp6ezJ8/n6ioKGJjY8nLy+Ozzz4D4MEHH+Ttt9/GarXi6urqWGPFihX4+fkRFRVFVFQU7777LidPnqx0/02bNjF+/Hh69+5N27ZtiYmJAeDs2bMEBQU55gUGBnL27FnOnj1LYGBgpfGqWCwWZsyYwZQpU9i8eTNFRUU1rl1aWsrjjz9ebcW4iIiIiIiIiIg0ou/eAds34N0ezsTAF8/AjxbY8gRknXd2dI0nJwXOxjg7imajWVdC11Sx3JC6devmqPoFKCoqYsyYMbzxxhuMHDmyTmtbrVaOHz/OP/7xD2w2W41zd+7cyYsvvkhubi6pqamEhoYyYsQIsrKyuPnmmwGYOXOmIzm9bds2Dhw44GgTkpGRQXx8PCEhIRXWtVgsLFiwAIDp06djsVgYOHBgnd4XQGFhIVu2bOHll1/G19eXIUOGEBkZycSJE6u9Zvny5dx+++0VktwiIiIiIiIiIuIEpgnHtsN1t8Hd/2t/nZMMhVnw+iDY8w+4bamzo2wcO1+A79+H+dHQJuTy83/lmnUS2lm8vb0rvHZzc2PgwIFERkbWOQm9d+9eoqOjCQ4Opri4mAsXLjBq1Ch27dpVYV5+fj7z5s0jOjqaoKAgnn32WfLz82tc2zRNXn/9dSIiIqqdk5qayo4dOzh48CCGYVBSUoJhGLz00ksEBARUiOPMmTOMGjWKgIAAzpw5U2E8ICCAhIQEJk2aBMDcuXMJCAggPT2dfv36AZCbm4unpycTJ050zP/lGnv37mX37t0sX76c7OxsCgsL8fHxYcmSJbV9pCIiIiIiIiIiUh/OH4TsJOg11v7aMMCnPdAewmdA9P/CsD+A36+gmPDk11BaDLuXwR1vODuaJk/tOOqBYRisXLmSuLg4li6t26c9jz76KImJidhsNvbs2UPv3r0diV9fX1+ysrIAHAnndu3akZ2d7ahu9vf3x9fXl/379wOwZs0ax9oRERG8+eabjhYYR48eJScnp8L9165dy7333supU6ew2WwkJCQQEhLC7t27iYiIYNu2baSlpZGWlsa2bduIiIigc+fOtGrVin379mGaJh988AF33HEHQUFBWK1WrFYrc+fOxWKx8N5772Gz2bDZbJw8eZIvvviC3NxcJk+ezAcffIBpmuzbtw8/Pz86d+7M6tWrOX36NDabjWXLlnHfffcpAS0iIiIiIiIi4gzHttuPPcZUPnfrf4GLK2yYC6UljRtXY8u+ACnx4NUWrBZIOe7siJo8JaHriaurKxaLhR07drB8+fJaXRMcHMx//ud/smrVKgIDAzl8+HCN8x944AHmzp1LeHg4Hh4ezJkzh7CwMCIiIhg8eLBj3ooVK5gzZw7h4eHk5OTg5+cHwOzZs+nbty8DBgwgLCyMRx55hOLi4gr3sFgsTJkypcLYXXfdhcVioU2bNjz99NMMHjyYwYMH88wzzzg2KVy+fDmzZ8+mZ8+e9OjRo9KmhLm5uWzdurVCv+zyzRk//fRTbr/9drp3707Pnj2ZM2dOrZ+hiIiIiIiIiIg0kmPboVN/8O1Y+VzrbnD7MrDthm1PQ2Fu48fXWE59Yz9Ofh1c3Ox9sqVGhmmazo6hWoMGDTKjo6MrjB05coQ+ffo4KaLmITs7Gx8fHwCWLFnCuXPnePXVV50cVcPTz4aIiIiIiIiISAMpzIElXe3tNn77bNVzTBM++QP88CG09INZ6yBocNVzm7PNfwHr/8GiU/DRf8CFw7DggL09ya+YYRgxpmkOquqcKqGvQZs3byY8PJywsDB2797NU0895eyQRERERERERESkOTt/0N4DOWhI9XMMw14d/ODnUFIMBz5qvPga06lvoOsQcG1h36Qx/bQ9ES3V0saEDSwyMpKFCxdWGAsJCWHDhg0Nds9p06Yxbdq0BltfRERERERERER+ZRKt9mPn8JrnGQZ0Gwad+8P5Aw0dVePLS7MnnMN+Z3/de7z9+NMW6BjqvLiaOCWhG1hERAQRERHODkNEREREREREROTqnbOCT0do1bl28zv1hx/+Zd+k0MW1QUNrVGk2+7F9WUtY304QMBB++hxufcJpYTV1aschIiIiIiIiIiIiNUu0Xr4K+lKd+0NRDqSeaKiInCPjrP3YqsvPY71vg7MxkJvqnJiaASWhRUREREREREREpHqFOZD8E3QJr/01nfrbj+d+hKI8+6aF14LMRPvRL/DnsfI2HGknGz+eZkJJaBEREREREREREane+VgwS6+sErr99eDSAk5+Da8Pgk2PNVh4jSrzjP19ebX7ecw/yH5MT3BOTM3AZZPQhmFcZxiG9ZKvTMMw/mQYRhvDML4wDCO+7Ni6bL5hGMZrhmEcMwzjgGEYAy5Z6/6y+fGGYdzfkG9MRERERERERERE6kHiD/bjlVRCu7lDhz7w/fv2xK11Ndj2NEh4jSoz0d6Kw+WStKpfeRL6tHNiagYum4Q2TfMn0zTDTdMMBwYCucAGYBHwpWmavYAvy14D3Ab0Kvt6GHgTwDCMNsD/AEOAm4D/KU9cN3c+Pj6VxhITE5k6dWq116SkpDB69Gh8fHyYP39+lXMmT55MWFiY4/WqVatITEyse8C1sHHjRgzDIC4ursL4+++/T69evejVqxfvv/++Y3zUqFFcd911hIeHEx4ezoULF6pd+5VXXqFly5ZkZGQ4xq7meYiIiIiIiIiISCNI/AG8O4BvLTclLNe5rCXH4Nng3xW2PAElxfUfX2PKTIRWARXHPP3Bww8yVAldnSttxzEGOG6a5ingDqA8C/k+cGfZ93cAH5h2+wB/wzA6AxHAF6ZpppqmmQZ8AYyv6xtwJtM0KS0trfJcly5dWLt2bbXXtmzZkueff55ly5ZVeX79+vWVktuNmYS2WCwMHz4ci8XiGEtNTWXx4sXs37+f7777jsWLF5OWluY4v3r1aqxWK1arlQ4dOtS49uDBg1m/fr1j7Gqeh4iIiIiIiIiINIKz0RA4GAzjyq4LnQI9fgO/XQwjF8KFw/av5izjDPgFVB73D1I7jhq4XeH86UB5VrKjaZrnyr4/D3Qs+z4AuPSJnykbq268AsMwHsZeQU3Xrl1rjubzRXD+4BW9gcvq1A9uW1LtaZvNRkREBEOGDCEmJoYtW7Y4ziUnJzNp0iSeeuopQkNDmThxIrGxsVWu4+3tzfDhwzl27Filc9nZ2bz88su888473HPPPQCsXbuW6OhoZs2ahaenJ3v37uWll17i008/JS8vj2HDhvH2229jGAZRUVE89NBDuLi4MHbsWD7//HNiY2MpKSlh0aJF7Nq1i4KCAh577DEeeeSRKu+/Z88edu7cyaRJk1i8eDEAkZGRjB07ljZt2gAwduxYtm7dyowZM2r9eI8fP052djbLly/nhRde4MEHH7yq5yEiIiIiIiIiIo0gNxVSjkH4rCu/tudv7V8A7Xrbj9lJ9RdbYysthaxz9nYcv+QXpHYcNah1JbRhGO7AZODfvzxnmqYJ1MsWl6ZpvmOa5iDTNAe1b9++Ppasd/Hx8cybN49Dhw7RrVs3AJKSkpgwYQLPPfccEyZMqNP6Tz/9NI8//jheXl6OsalTpzJo0CBHtbGnpyfz588nKiqK2NhY8vLy+OyzzwB48MEHefvtt7Farbi6ujrWWLFiBX5+fkRFRREVFcW7777LyZOVd+3ctGkT48ePp3fv3rRt25aYmBgAzp49S1BQkGNeYGAgZ8+edbx+8MEHCQ8P5/nnn8esZsfTNWvWMH36dEaMGMFPP/1EUtLl/+Gp6nmIiIiIiIiIiEgjOGvPCxE4uG7r+JT91XxzTkLnJkNJYeV2HGBvN6J2HNW6kkro24DvTdMs/0lJMgyjs2ma58rabZQ3AT4LBF1yXWDZ2Flg1C/Gd11N0D9HVH3FckPq1q0bQ4cOdbwuKipizJgxvPHGG4wcObJOa1utVo4fP84//vEPbDZbjXN37tzJiy++SG5uLqmpqYSGhjJixAiysrK4+eabAZg5c6YjOb1t2zYOHDjgaBOSkZFBfHw8ISEhFda1WCwsWLAAgOnTp2OxWBg4cGCNsaxevZqAgACysrK46667+PDDD7nvvvsqzbNYLGzYsAEXFxfuuusu/v3vf1fbA/pKn4eIiIiIiIiIiNSzM1FguECXG+u2jk9ZE4XmnITOLCvGrDIJHQQFmZCXbu8RLRVcSRJ6Bj+34gD4BLgfWFJ23HTJ+HzDMNZg34QwoyxRHQn87ZLNCMcB/12X4J3F29u7wms3NzcGDhxIZGRknZPQe/fuJTo6muDgYIqLi7lw4QKjRo1i165dFebl5+czb948oqOjCQoK4tlnnyU/P7/GtU3T5PXXXyciIqLaOampqezYsYODBw9iGAYlJSUYhsFLL71EQEBAhTjOnDnDqFGjAAgIsP/y+fr6MnPmTL777jtmzZrlSF5PnjyZu+++m/j4eMaOHQtAYWEhISEhNSaha/s8RERERERERESkAZyJgg59waOOe3W18LRv3pfVjJPQGeVJ6GracYC9JYeS0JXUqh2HYRjewFhg/SXDS4CxhmHEA78tew2wBTgBHAPeBeYBmKaZCjwPRJV9PVc21uwZhsHKlSuJi4tj6dKldVrr0UcfJTExEZvNxp49e+jdu7cj4err60tWVhaAI+Hcrl07srOzHdXN/v7++Pr6sn//fsDe/qJcREQEb775JkVFRQAcPXqUnJycCvdfu3Yt9957L6dOncJms5GQkEBISAi7d+8mIiKCbdu2kZaWRlpaGtu2bSMiIoLi4mKSk5MBe1X4Z599RlhYGK6uro6NCp977jksFgvPPvssNpsNm81GYmIiiYmJnDp16qqeh4iIiIiIiIiINKDSUjgTA4GD6mc9nw7NvBI60X70C6x8zr9sbzu15KhSrSqhTdPMAdr+YiwFGFPFXBN4rJp1VgIrrzzMps/V1RWLxcLkyZPx9fXl9ttvv+w1wcHBZGZmUlhYyMaNG9m2bRt9+/atdv4DDzzA3LlzHRsTzpkzh7CwMDp16sTgwT/35VmxYgVz5szBxcWFkSNH4ufnB8Ds2bOx2WwMGDAA0zRp3749GzdurHAPi8XCwoULK4zdddddWCwW3nzzTZ5++mnHvZ555hnatGlDTk4OERERFBUVUVJSwm9/+1vmzJlTKf41a9ZU2MgRYMqUKaxZs4aFCxde8fMQEREREREREZEGlHYSCjIgoOY2rbXm0xGyL1x+XlOVeRZcWoBXu8rnypPQ6UpCV8WobgO5pmDQoEFmdHR0hbEjR47Qp08fJ0XUPGRnZ+PjY/8TiSVLlnDu3DleffVVJ0fV8PSzISIiIiIiIiJSj05+De9Pgvs/g5ARdV9v7e8h8Qf44w91X8sZ1s2GhP3wp4OVz5kmvNAZBv0exv+t8WNrAgzDiDFNs8qy+SvpCS3NxObNm/n73/9OcXEx3bp1Y9WqVc4OSUREREREREREmpvyquXyTQXrqrlXQuemgHeHqs8Zhr0aOuN048bUTCgJ3cAiIyMrtbcICQlhw4YNDXbPadOmMW3atAZbX0REREREREREfgXK+zf7tK+f9Xw6QGE2FGTXfaNDZ8jPgJZ+1Z+fuhI8WzdePM2IktANLCIigoiICGeHISIiIiIiIiIicmWyk8DVHVr618965RXV2UnNNAmd+XPv56p0Cmu8WJoZF2cHICIiIiIiIiIiIk1Q9gV74tgw6mc9RxK6mbbkuFwltFRLSWgRERERERERERGpLDvJ3kKjvlxaCd0cKQl91ZSEFhERERERERERkcrKK6HrS3NOQhflQ0kBeLRydiTNkpLQIiIiIiIiIiIiUln2hfqthPZqC4Zr80xCF2Taj6qEvipKQtcDH5/KjdQTExOZOnVqtdekpKQwevRofHx8mD9/fpVzJk+eTFjYzw3NV61aRWJiYt0DroWNGzdiGAZxcXEVxsePH4+/vz8TJ06sMP7AAw8QEhJCeHg44eHhWK3WK1r71KlTDBgwgPDwcEJDQ3nrrbcqXffL5yEiIiIiIiIiIg2ktARyk+u3EtrFxZ7Ubo5J6PwM+7G+Nmn8lVESug5M06S0tLTKc126dGHt2rXVXtuyZUuef/55li1bVuX59evXV0puN2YS2mKxMHz4cCwWS4XxJ554gg8//LDKa1566SWsVitWq5Xw8PArWrtz587s3bsXq9XK/v37WbJkSYX3WtXzEBERERERERGRBpKTDGYpeLev33V9OkBWc05CqxL6arg5O4C6WPrdUuJS4y4/8Qpc3+Z6Ft60sNrzNpuNiIgIhgwZQkxMDFu2bHGcS05OZtKkSTz11FOEhoYyceJEYmNjq1zH29ub4cOHc+zYsUrnsrOzefnll3nnnXe45557AFi7di3R0dHMmjULT09P9u7dy0svvcSnn35KXl4ew4YN4+2338YwDKKionjooYdwcXFh7NixfP7558TGxlJSUsKiRYvYtWsXBQUFPPbYYzzyyCNV3n/Pnj3s3LmTSZMmsXjxYse5MWPGsGvXrto+zlqv7e7u7phTUFBQIblf1fMQEREREREREZEGVF6tXJ+V0ADeHSDnYv2u2Rjy0+1HJaGviiqhr0J8fDzz5s3j0KFDdOvWDYCkpCQmTJjAc889x4QJE+q0/tNPP83jjz+Ol5eXY2zq1KkMGjSI1atXY7Va8fT0ZP78+URFRREbG0teXh6fffYZAA8++CBvv/02VqsVV1dXxxorVqzAz8+PqKgooqKiePfddzl58mSl+2/atInx48fTu3dv2rZtS0xMTK3i/utf/0r//v3585//TEFBQZVzalo7ISGB/v37ExQUxMKFC+nSpUu1z0NERERERERERBpQ9gX7sd6T0O3tVdbNTX55T2htTHg1mnUldE0Vyw2pW7duDB061PG6qKiIMWPG8MYbbzBy5Mg6rW21Wjl+/Dj/+Mc/sNlsNc7duXMnL774Irm5uaSmphIaGsqIESPIysri5ptvBmDmzJmO5PS2bds4cOCAo01IRkYG8fHxhISEVFjXYrGwYMECAKZPn47FYmHgwIE1xvL3v/+dTp06UVhYyMMPP8zSpUt55plnKs2rae2goCAOHDhAYmIid955J1OnTuXcuXO1fh4iIiIiIiIiIlJPHJXQ9bgxIYB3O3sltGmCYdTv2g1J7TjqpFknoZ3F29u7wms3NzcGDhxIZGRknZPQe/fuJTo6muDgYIqLi7lw4QKjRo2q1AIjPz+fefPmER0dTVBQEM8++yz5+fk1rm2aJq+//joRERHVzklNTWXHjh0cPHgQwzAoKSnBMAxeeukljBr+YejcuTMAHh4ePPjgg45e1xERESQlJTFo0CBefPHFWq3dpUsXwsLC2L17NxcvXqzV8xARERERERERkXrUYEno9lBSAAWZzSuhqyR0nagdRz0wDIOVK1cSFxfH0qVL67TWo48+SmJiIjabjT179tC7d29HwtXX15esrCwAR8K5Xbt2ZGdnO6qb/f398fX1Zf/+/QCsWbPGsXZERARvvvkmRUVFABw9epScnJwK91+7di333nsvp06dwmazkZCQQEhICLt3764x7nPnzgH2RPfGjRsJCwsDIDIyEqvVynvvvVfj2mfOnCEvLw+AtLQ09uzZw3XXXVfj8xARERERERERkQaSfQHcfcHd+/Jzr0R5Uru5teTIzwAXN2ihdrFXQ5XQ9cTV1RWLxcLkyZPx9fXl9ttvv+w1wcHBZGZmUlhYyMaNG9m2bRt9+/atdv4DDzzA3LlzHRsTzpkzh7CwMDp16sTgwYMd81asWMGcOXNwcXFh5MiR+PnZP6GZPXs2NpuNAQMGYJom7du3Z+PGjRXuYbFYWLiwYpuTu+66C4vFwq233sqIESOIi4sjOzubwMBAVqxYQUREBLNmzeLixYuYpkl4eDhvvfVWpfhrWvt3v/sdjz/+OIZhYJomf/nLX+jXr99ln6GIiIiIiIiIiDSAnAv1XwUN9nYcYG/J0bZH/a/fUPIzwKNV82oh0oQYpmk6O4ZqDRo0yIyOjq4wduTIEfr06eOkiJqH7OxsfHx8AFiyZAnnzp3j1VdfdXJUDU8/GyIiIiIiIiIi9eR/J4BZAr/fWr/rnvsR3r4Vpv0L+kyq37Ub0rrZcCYaFlidHUmTZRhGjGmag6o6p0roa9DmzZv5+9//TnFxMd26dWPVqlXODklERERERERERJqTzDMQUGU+sW6829uPORfrf+2GlJ+hftB1oCR0A4uMjKzUgiIkJIQNGzY02D2nTZvGtGnTGmx9ERERERERERG5hpWWQmYi9OlS/2t7lbfjaIY9oZWEvmpKQjewiIgIIiIinB2GiIiIiIiIiIhI7eSmQEkh+AXW/9pu7vZkbnOshG7XAD2yfyVcnB2AiIiIiIiIiIiINCGZZ+zHVgENs753+2aYhM5UJXQdKAktIiIiIiIiIiIiP8s4az/6NWQSujm24/B3dhTNlpLQIiIiIiIiIiIi8rPMsiR0qwZoxwHNrxK6pAiKclQJXQdKQouIiIiIiIiIiMjPMs6Aqzt4t2uY9ZtbEjo/035UEvqqKQldD3x8fCqNJSYmMnXq1GqvSUlJYfTo0fj4+DB//vwq50yePJmwsDDH61WrVpGYmFj3gGth48aNGIZBXFycY+zUqVMMGDCA8PBwQkNDeeuttxznRo0axXXXXUd4eDjh4eFcuHCh2rVfeeUVWrZsSUZGhmPMZrPh6enpuH7u3LmOcx999BH9+/cnNDSUhQsX1vM7FRERERERERGRCjLPQqsuYBgNs753e8hNhZLihlm/vhWU5bA8Wjk3jmZMSeg6ME2T0tLSKs916dKFtWvXVntty5Ytef7551m2bFmV59evX18pud2YSWiLxcLw4cOxWCyOsc6dO7N3716sViv79+9nyZIlFeJZvXo1VqsVq9VKhw7V7xZqsVgYPHgw69evrzDeo0cPx/XlCe6UlBSeeOIJvvzySw4dOsT58+f58ssv6/ndioiIiIiIiIiIQ2Ziw7XigLIKaxNyUxruHvUpvywJrUroq+bm7ADq4vzf/kbBkbjLT7wCHn2up9OTT1Z73mazERERwZAhQ4iJiWHLli2Oc8nJyUyaNImnnnqK0NBQJk6cSGxsbJXreHt7M3z4cI4dO1bpXHZ2Ni+//DLvvPMO99xzDwBr164lOjqaWbNm4enpyd69e3nppZf49NNPycvLY9iwYbz99tsYhkFUVBQPPfQQLi4ujB07ls8//5zY2FhKSkpYtGgRu3btoqCggMcee4xHHnmkyvvv2bOHnTt3MmnSJBYvXgyAu7u7Y05BQUG1CfiaHD9+nOzsbJYvX84LL7zAgw8+WOP8EydO0KtXL9q3bw/Ab3/7W9atW8eYMWOu+N4iIiIiIiIiIlILGWeh280Nt763Pc9DzkXw7dhw96kveWn2o6e/U8NozmpVCW0Yhr9hGGsNw4gzDOOIYRg3G4bRxjCMLwzDiC87ti6baxiG8ZphGMcMwzhgGMaAS9a5v2x+vGEY9zfUm2po8fHxzJs3j0OHDtGtWzcAkpKSmDBhAs899xwTJkyo0/pPP/00jz/+OF5eXo6xqVOnMmjQIEe1saenJ/PnzycqKorY2Fjy8vL47LPPAHjwwQd5++23sVqtuLq6OtZYsWIFfn5+REVFERUVxbvvvsvJkycr3X/Tpk2MHz+e3r1707ZtW2JiYhznEhIS6N+/P0FBQSxcuJAuXbo4zj344IOEh4fz/PPPY5pmle9tzZo1TJ8+nREjRvDTTz+RlJTkOHfy5EluvPFGRo4cye7duwHo2bMnP/30EzabjeLiYjZu3EhCQsJVPlkRERERERERaXIyztgrb6VpKC2BrERoFdBw93Akoatv59qkZJ23H307OTeOZqy2ldCvAltN05xqGIY74AU8CXxpmuYSwzAWAYuAhcBtQK+yryHAm8AQwzDaAP8DDAJMIMYwjE9M00y72uBrqlhuSN26dWPo0KGO10VFRYwZM4Y33niDkSNH1mltq9XK8ePH+cc//oHNZqtx7s6dO3nxxRfJzc0lNTWV0NBQRowYQVZWFjffbP+0aubMmY7k9LZt2zhw4ICjTUhGRgbx8fGEhIRUWNdisbBgwQIApk+fjsViYeDAgQAEBQVx4MABEhMTufPOO5k6dSodO3Zk9erVBAQEkJWVxV133cWHH37IfffdVylmi8XChg0bcHFx4a677uLf//438+fPp3Pnzpw+fdqR9L7zzjs5dOgQrVu35s0332TatGm4uLgwbNgwjh8/XqdnLCIiIiIiIiJNgGnCD/+Cz/8L3Dxg1joIHOjsqCT7ApQWg18DJqFblRU1NpcPH8rj9O3s3DiascsmoQ3D8ANuBR4AME2zECg0DOMOYFTZtPeBXdiT0HcAH5j2Uth9ZVXUncvmfmGaZmrZul8A44Gfmw43E97e3hVeu7m5MXDgQCIjI+uchN67dy/R0dEEBwdTXFzMhQsXGDVqFLt27aowLz8/n3nz5hEdHU1QUBDPPvss+fn5Na5tmiavv/46ERER1c5JTU1lx44dHDx4EMMwKCkpwTAMXnrpJYxLmtF36dKFsLAwdu/ezdSpUwkIsP/D5Ovry8yZM/nuu++YNWuWI3k9efJk7r77buLj4xk7diwAhYWFhISEMH/+fDw8PPDw8ABg4MCB9OjRg6NHjzJo0CAmTZrEpEmTAHjnnXcqVHeLiIiIiIiISDNUkAWf/RkO/huCR0BGArw/CR7eBe17Ozu6X7fMs/ZjQ1ZC+wWC4QJptoa7R33KOg8t/aGFp7MjabZq044jBLgI/K9hGD8YhvGeYRjeQEfTNM+VzTkPlDdwCQAu7ZdwpmysuvEKDMN42DCMaMMwoi9evHhl78ZJDMNg5cqVxMXFsXTp0jqt9eijj5KYmIjNZmPPnj307t3bkYD29fUlKysLwJFwbteuHdnZ2Y7qZn9/f3x9fdm/fz9gb39RLiIigjfffJOioiIAjh49Sk5OToX7r127lnvvvZdTp05hs9lISEggJCSE3bt3c+bMGfLy8gBIS0tjz549XHfddRQXF5OcnAzYq8I/++wzwsLCcHV1dWw0+Nxzz2GxWHj22Wex2WzYbDYSExNJTEzk1KlTXLx4kZKSEsDeBzo+Pp7u3bsDcOHCBcc9ly9fzuzZs+v0jEVERERERETEiYoLYeVtELsORv8V7tsED2yB4nw4+LGzo5OTX9mPbbo33D1cW9gT0c0mCX1OVdB1VJt2HG7AAOAPpmnuNwzjVeytNxxM0zQNw6i6CfAVMk3zHeAdgEGDBtXLmo3B1dUVi8XC5MmT8fX15fbbb7/sNcHBwWRmZlJYWMjGjRvZtm0bffv2rXb+Aw88wNy5cx0bE86ZM4ewsDA6derE4MGDHfNWrFjBnDlzcHFxYeTIkfj52XfunD17NjabjQEDBmCaJu3bt2fjxo0V7mGxWFi4cGGFsbvuuguLxcLvfvc7Hn/8cQzDwDRN/vKXv9CvXz9ycnKIiIigqKiIkpISfvvb3zJnzpxK8a9Zs6bCRo4AU6ZMYc2aNfTs2ZNnnnmGFi1a4OLiwltvvUWbNm0AWLBgAT/++CMAzzzzDL176xNRERERERERkWZr/1uQdBDu+QD63mEf8wuArkPh6Fb4zVPOje/XLOs87H4Zrrsd2l/XsPdqHQxppxr2HvUl6xy0UhK6LozqNpBzTDCMTsA+0zSDy16PwJ6E7gmMMk3zXFm7jV2maV5nGMbbZd9byub/hL0Vx6iy+Y+UjVeYV5VBgwaZ0dHRFcaOHDlCnz59ruKt/npkZ2fj4+MDwJIlSzh37hyvvvqqk6NqePrZEBEREREREWniMs/BPwfZW3DMXFPx3DevwhfPwJ8P2atkpfFtfMxejT5vH7Tt0bD32jQfjkbCE/ENe5/68P/6QI/RcOdyx5AlzsLao2tZM3ENLVxaODG4psMwjBjTNAdVde6y7ThM0zwPJBiGUf7xxxjgMPAJcH/Z2P3AprLvPwHuM+yGAhllbTsigXGGYbQ2DKM1MK5sTOrZ5s2bCQ8Pd/RsfuopfYIoIiIiIiIiIk5WlAf/fsC+6d34v1U+33u8/XhU6SKnKMy19+gecF/DJ6DBXgmdcwEKcy471alKSyA7qVI7jh2nd3A07Si7z+x2UmDNS23acQD8AVhtGIY7cAJ4EHsC+2PDMB4CTgH3lM3dAtwOHANyy+ZimmaqYRjPA1Fl854r36TwWhYZGVmpvUVISAgbNmxosHtOmzaNadOmNdj6IiIiIiIiIiJXbOM8SNgPd6+qut9wu972xOTRSBj8UGNHJ6e+gZICeyuOxtA62H5MPw0dmvBftudcBLOkQjuOUrOU2ORYANbHr+c3XX/jrOiajVoloU3TtAJVlVKPqWKuCTxWzTorgZVXEF+zFxERQUREhLPDEBERERERERFxnsxzcGg9jHgcQu+seo5h2KuhY1bZq3LdvRozQjm+A9xaQrdhjXO/8iR0mq1pJ6GzztmPl1RC2zJsZBdlE+ATwO6zu0nKSaKjd0cnBdg8XLYdh4iIiIiIiIiISJ1cOGw/dh9d87zeEVCcDye/bviYpKJjX9oT0C08G+d+jiR0E9+cMLNyEvpA8gEAFg5eSKlZyifHP3FGZM2KktAiIiIiIiIiItKwLsbZj5ereO12C7j7wNGtDR+T/CzjDCT/BD0qNT1oOF5toYW3vRK6KauiEvrgxYP4tPBhZNBIBnUcxIZjGyg1S50UYPOgJLSIiIiIiIiIiDSsC4fBuz14t6t5npsH9Bht7wv91YvwxhAoKWqcGH/Nju+0H3s0Ym9jw7BXQzeHJLThAj4dHEMHkw8S2i4UF8OF3/X6HQlZCUSfj3ZikE2fktAiIiIiIiIiItKwLsTVvu9v79sgKxF2vmCvoD5/sGFjE0iJB1d3aH994963dTCkN/F2HFnnwKcjuLgCkF+cz9G0o/Rr1w+Asd3G4tvCl/XH1jszyiZPSeh64OPjU2ksMTGRqVOnVntNSkoKo0ePxsfHh/nz51c5Z/LkyYSFhTler1q1isTExLoHXAsbN27EMAzi4uIqjJ8+fZpx48bRp08f+vbti81mA+DkyZMMGTKEnj17Mm3aNAoLC6td+5VXXqFly5ZkZGQ4xlavXk14eLjjy8XFBavVCsBHH31E//79CQ0NZeHChfX+XkVERERERESkAZmmPZncvpZJ6F7joIUXBI+wv074ruFiE7uMM9AqAFwaOVXYupu9Eto0G/e+VyLzXMVNCTNtlJglXNfmOgBaurXk9u63s/3UdnKLcp0VZZOnJHQdmKZJaWnV/V66dOnC2rVrq722ZcuWPP/88yxbtqzK8+vXr6+U3G7MJLTFYmH48OFYLJYK4/fddx9PPPEER44c4bvvvqNDB/ufIixcuJA///nPHDt2jNatW7NixYoa1x48eDDr1//8CdGsWbOwWq1YrVY+/PBDQkJCCA8PJyUlhSeeeIIvv/ySQ4cOcf78eb788suGedMiIiIiIiIiUv8yEqAwGzrUssrWpz0s+BHu+8SeGE3Y37DxiT0J7RfY+PdtHQxFuZBzsfHvXVvZSRWS0GeyzgDQ1berY+ymTjdRUFJAQlZCo4fXXLg5O4C62P3xUZITsut1zXZBPoy4p3e15202GxEREQwZMoSYmBi2bNniOJecnMykSZN46qmnCA0NZeLEicTGxla5jre3N8OHD+fYsWOVzmVnZ/Pyyy/zzjvvcM899wCwdu1aoqOjmTVrFp6enuzdu5eXXnqJTz/9lLy8PIYNG8bbb7+NYRhERUXx0EMP4eLiwtixY/n888+JjY2lpKSERYsWsWvXLgoKCnjsscd45JFHqrz/nj172LlzJ5MmTWLx4sUAHD58mOLiYsaOHQv8XAFumiY7duzg//7v/wC4//77efbZZ3n00UcrrX38+HGys7NZvnw5L7zwAg8++GClORaLhenTpwNw4sQJevXqRfv27QH47W9/y7p16xgzphEb5YuIiIiIiIjI1btwxH7s0Lf215T33w0aAmei6j8mqSjjLISMaPz7tg62H9NOVei53KTkpkKXcMfL8kRzkG+QY6yztz1JfT7nvKNCWipSJfRViI+PZ968eRw6dIhu3boBkJSUxIQJE3juueeYMGFCndZ/+umnefzxx/Hy8nKMTZ06lUGDBrF69WqsViuenp7Mnz+fqKgoYmNjycvL47PPPgPgwQcf5O2338ZqteLq6upYY8WKFfj5+REVFUVUVBTvvvsuJ0+erHT/TZs2MX78eHr37k3btm2JiYkB4OjRo/j7+/O73/2OG2+8kSeeeIKSkhJSUlLw9/fHzc3+mUZgYCBnz56t8r2tWbOG6dOnM2LECH766SeSkpIqzfnoo4+YMWMGAD179uSnn37CZrNRXFzMxo0bSUjQp0oiIiIiIiIizUZ5Evpq+g0HDbFXUmdUnWeQelBSbO/B7YxKaH97Xq1Jb06YlwaerR0vE7IS8PPww9fd1zHW2ceehD6Xc67Rw2sumnUldE0Vyw2pW7duDB061PG6qKiIMWPG8MYbbzBy5Mg6rW21Wjl+/Dj/+Mc/HP2Wq7Nz505efPFFcnNzSU1NJTQ0lBEjRpCVlcXNN98MwMyZMx3J6W3btnHgwAFHm5CMjAzi4+MJCQmpsK7FYmHBggUATJ8+HYvFwsCBAykuLmb37t388MMPdO3alWnTprFq1SruuOOOWr8/i8XChg0bcHFx4a677uLf//53hZ7Y+/fvx8vLy9ELu3Xr1rz55ptMmzYNFxcXhg0bxvHjx2t9PxERERERERFxsgtHwLcLePpf+bVBN9mPZ74Dvyn1GpaUyToHZqmTktBlLS3SbY1/79ooyofivEpJ6CCfoArT2rRsQwuXFkpC16BZJ6Gdxdvbu8JrNzc3Bg4cSGRkZJ2T0Hv37iU6Oprg4GCKi4u5cOECo0aNYteuXRXm5efnM2/ePKKjowkKCuLZZ58lPz+/xrVN0+T1118nIiKi2jmpqans2LGDgwcPYhgGJSUlGIbBSy+9RGBgIOHh4XTv3h2AO++8k3379vH73/+e9PR0iouLcXNz48yZMwQEBFBSUsLAgQMB+yaLd999N/Hx8Y52HoWFhYSEhFRIQq9Zs8ZRBV1u0qRJTJo0CYB33nmnQnW3iIiIiIiIiDRxF4/Uvh/0L3XqB26ecGovhCoJ3SAy7D2OnZKEdvcCn45NtxI6P91+bOnvGErISqB/u/4VprkYLnTy7sS5bCWhq6N2HPXAMAxWrlxJXFwcS5curdNajz76KImJidhsNvbs2UPv3r0dCWhfX1+ysrIAHAnndu3akZ2d7ahu9vf3x9fXl/377U3716xZ41g7IiKCN998k6KiIsDeXiMnJ6fC/deuXcu9997LqVOnsNlsJCQkEBISwu7duxk8eDDp6elcvGhvFr9jxw769u2LYRiMHj3aEcP777/PHXfcgaurq2Ozweeeew6LxcKzzz6LzWbDZrORmJhIYmIip06dAqC0tJSPP/7Y0Q+63IULFwBIS0tj+fLlzJ49u07PWEREREREREQaSWkJXDx6Zf2gL+XaAkJuhaNbwTTrNzaxcyShg2qe11BaB9t7QjdFeWn2Y1kldFFpEedzzhPoWzlh39m7syqha6AkdD1xdXXFYrGwY8cOli9fXqtrgoOD+c///E9WrVpFYGAghw8frnH+Aw88wNy5cwkPD8fDw4M5c+YQFhZGREQEgwcPdsxbsWIFc+bMITw8nJycHPz8/ACYPXs2ffv2ZcCAAYSFhfHII49QXFxc4R4Wi4UpUyp+snjXXXdhsVhwdXVl2bJljBkzhn79+mGaJnPmzAFg6dKlvPzyy/Ts2ZOUlBQeeuihSvGvWbOm0tpTpkxxJMq//vprgoKCHJXW5RYsWEDfvn255ZZbWLRoEb17O6cNi4iIiIiIiIhcoTSbvZ3B1fSDLnf97ZB+Ci7UnDeRq5RZloRuFeCc+zejJPS57HOUmCUVNiUs18m7k5LQNTDMJvwp0qBBg8zo6OgKY0eOHKFPnz5Oiqh5yM7OxsfHB4AlS5Zw7tw5Xn31VSdH1fD0syEiIiIiIiLSxMRthjUzYfaXEDjo6tbISoL/dx2MfhJG/lf9xiew+XE4uBYWOSkRvOMF2L0Mnrpgr3xvSuK2wJoZ8PBX0CWcb89+yyPbH+F/I/6XQZ0q/jz/84d/8u7Bd4n+j2hauDSx99FIDMOIMU2zyl90VUJfgzZv3kx4eDhhYWHs3r2bp556ytkhiYiIiIiIiMivUXn1cvvrrn4N3472BHbc5vqJSSrKOOO8Vhxgr4Q2SyEjwXkxVMdRCe0P2PtBA1VWQnf27kypWcrF3IuNFV2zoo0JG1hkZCQLFy6sMBYSEsKGDRsa7J7Tpk1j2rRpDba+iIiIiIiIiEitXIgDv67g4Vu3da67Hb5cDCnHoW2P+olN7JpCEhrsrVvadK9pZuP7RTuOhKwEPFw9aO/VvtLUzt6dATiXc44uPl0aLcTmQknoBhYREUFERISzwxARERERERERaXwXjkCHemidecMM+Pol2PH/wd3/W/f15GcZZ6Drzc67f+tu9mPqSWhqny/kpYHhCh6tADiddZpAn0BcjMrNJTr5dAJQX+hqqB2HiIiIiIiIiIjUv5IiSImHDnXYlLBcq84w7A9waD2cib78fKmd/EzITwe/QOfF4NsF3FpC6gnnxVCd/HRo6QeGAcCJjBN096+6WruTV1kSOltJ6KooCS0iIiIiIiIiIvUv8QcoKYQOfetnvWF/BO8OsOUv9gS31F3aSfuxTYjzYnBxgTY9IDneeTFUJy/N0YqjoKSAhKwEevr3rHKqVwsv/D38VQldDSWhRURERERERESkfpkmbHsavNpB7/H1s6aHD0xYZk9u73yhftb8tSuvPnZ2L+Z2Pe1V803NJUnokxknKTVLq62EBgjxC6HELGms6JoV9YQWEREREREREZH6FbsOEvbBpFfB07/+1u17Bwy4D/a8AtdPhMBB9bf2r1FqWSV0+eaAztK2Fxz5DIoLwc3dubFcKi8NvNoCcCz9GAA9/aquhAb44LYPGiWs5kiV0PXAx8en0lhiYiJTp06t9pqUlBRGjx6Nj48P8+fPr3LO5MmTCQsLc7xetWoViYmJdQ+4FjZu3IhhGMTFxVUY/6//+i9CQ0Pp06cPf/zjHzFNE4CYmBj69etHz549K4yLiIiIiIiIyK/QvjehfR+48d76Xzvi7/Y+vd+8Uv9r/9qkngDv9uDh69w42vUCswTSbM6N45fy0h2V0MfTj+NmuNGtVTfnxtRMKQldB6ZpUlpaWuW5Ll26sHbt2mqvbdmyJc8//zzLli2r8vz69esrJbcbMwltsVgYPnw4FovFMfbtt9/yzTffcODAAWJjY4mKiuKrr74C4NFHH+Xdd98lPj6e+Ph4tm7dWmnN4ODgRoldRERERERERJyopAjOH4SeY8DFtf7X9/CBwQ/ZK2eb4mZ2zUmazfmtOMBeCQ1NryXHJe04jqUfo1urbrRwbeHkoJqnZt2OY+eqd7hwqn7/senQrTujH3i42vM2m42IiAiGDBlCTEwMW7ZscZxLTk5m0qRJPPXUU4SGhjJx4kRiY2OrXMfb25vhw4dz7NixSueys7N5+eWXeeedd7jnnnsAWLt2LdHR0cyaNQtPT0/27t3LSy+9xKeffkpeXh7Dhg3j7bffxjAMoqKieOihh3BxcWHs2LF8/vnnxMbGUlJSwqJFi9i1axcFBQU89thjPPLII1Xef8+ePezcuZNJkyaxePFiAAzDID8/n8LCQkzTpKioiI4dO3Lu3DkyMzMZOnQoAPfddx8bN27ktttuq/2DFxEREREREZFrw4UjUFIAXW5suHvc9DB8+7q94vr2lxruPte61BMQPMLZUdh7QkPT2pywtATyMxxJ6BPpJ7i+zfVODqr5UiX0VYiPj2fevHkcOnSIbt3sJfhJSUlMmDCB5557jgkTJtRp/aeffprHH38cLy8vx9jUqVMZNGgQq1evxmq14unpyfz584mKiiI2Npa8vDw+++wzAB588EHefvttrFYrrq4/f+K4YsUK/Pz8iIqKIioqinfffZeTJ09Wuv+mTZsYP348vXv3pm3btsTExABw8803M3r0aDp37kznzp2JiIigT58+nD17lsDAQMf1gYGBnD17tk7PQERERERERESaqcQf7MeGTEL7doKwu8D6f1CY23D3uZYV5UNmYtOohG7pB94dmlYldH4GYEJLf/KL80nISqCnf/X9oKVmzboSuqaK5YbUrVs3R9UvQFFREWPGjOGNN95g5MiRdVrbarVy/Phx/vGPf2Cz2Wqcu3PnTl588UVyc3NJTU0lNDSUESNGkJWVxc033wzAzJkzHcnpbdu2ceDAAUebkIyMDOLj4wkJCamwrsViYcGCBQBMnz4di8XCwIEDOXbsGEeOHOHMmTMAjB07lt27d+Pp6VltjC+88AL//ve/AXuf7PDwcABuueUW3njjjSt7OCIiIiIiIiLS9CX+AB5+0Drk8nPr4sb/gB8tEPcZ9L+nYe91LUo/BZjQpoH/O9VWu16QXLljgNPkp9uPnq05mXESE5Pu/k0gYd9MNesktLN4e3tXeO3m5sbAgQOJjIyscxJ67969REdHExwcTHFxMRcuXGDUqFHs2rWrwrz8/HzmzZtHdHQ0QUFBPPvss+Tn59e4tmmavP7660RERFQ7JzU1lR07dnDw4EEMw6CkpATDMHjppZfYsGEDQ4cOdfSqvu2229i7dy/33nuvIzENcObMGQICAgD461//yl//+lfA3hPaarVexVMRERERERERkWbjnBU69weXBv4D/K7DwL8rWFcrCX01yvtpN4VKaIC2Pe0fKDQVeWn2o2drDqUcAlA7jjpQO456YBgGK1euJC4ujqVLl9ZprUcffZTExERsNht79uyhd+/ejgS0r68vWVlZAI6Ec7t27cjOznZUN/v7++Pr68v+/fsBWLNmjWPtiIgI3nzzTYqKigA4evQoOTk5Fe6/du1a7r33Xk6dOoXNZiMhIYGQkBB2795N165d+eqrryguLqaoqIivvvqKPn360LlzZ1q1asW+ffswTZMPPviAO+64o07PQURERERERESaoeJCSDrUsK04yrm4wA0z4MRX9g325MqklrVobeiK9drq3B9yU5pOX2hHEtqf2ORY/Dz86Orb1bkxNWO1SkIbhmEzDOOgYRhWwzCiy8baGIbxhWEY8WXH1mXjhmEYrxmGccwwjAOGYQy4ZJ37y+bHG4Zxf8O8JedwdXXFYrGwY8cOli9fXqtrgoOD+c///E9WrVpFYGAghw8frnH+Aw88wNy5cwkPD8fDw4M5c+YQFhZGREQEgwcPdsxbsWIFc+bMITw8nJycHPz8/ACYPXs2ffv2ZcCAAYSFhfHII49QXFxc4R4Wi4UpU6ZUGLvrrruwWCxMnTqVHj160K9fP2644QZuuOEGJk2aBMDy5cuZPXs2PXv2pEePHtqUUEREREREROTX6MJhKCmELuGNc78bpoPhAq8NgH9NhcKcy18jdmknwaMVeLVxdiR2vcr+cv+nz50bR7ncnyuhDyQfIKxdGIZhODemZswwTfPykwzDBgwyTTP5krEXgVTTNJcYhrEIaG2a5kLDMG4H/gDcDgwBXjVNc4hhGG2AaGAQYAIxwEDTNNOqu++gQYPM6OjoCmNHjhyhT58+V/g2f12ys7MdLTOWLFnCuXPnePXVV50cVcPTz4aIiIiIiIiIk/24BjY8Ao99B+2va5x7nv0eDm+Cb16F/tNgylugZOHlfXy/vWr9D9GXn9tY3hoO7r7weycnovMzYMU4yDpP7vwobl4/lkf6P8K88HnOjauJMwwjxjTNQVWdq0s7jjuA98u+fx+485LxD0y7fYC/YRidgQjgC9M0U8sSz18A4+twf6nG5s2bCQ8PJywsjN27d/PUU085OyQRERERERER+TVIP20/+jdi24KAATB2MYz6bziwxr5ZoVxebgp4t3N2FBVddzsk7IOcFOfGsf5hSDkG0z7kUPYpSs1S+rXr59yYmrnaJqFNYJthGDGGYTxcNtbRNM1zZd+fBzqWfR8AJFxy7ZmyserGKzAM42HDMKINw4i+ePFiLcNruiIjIwkPD6/w9ct2F/Vt2rRpWK1WYmNj2bx5M+3bt2/Q+4mIiIiIiIiIAPYktE9HaOHZ+Pe+9Qno1A/2vdn4926Oci6CV1tnR1HRdbeBWQrx25wXQ1YSHN0KI/4CIbdy4OIBAMLahTkvpmuAWy3nDTdN86xhGB2ALwzDiLv0pGmapmEYl+/rUQumab4DvAP2dhz1saYzRUREEBER4ewwREREREREREQaXvpp8Atyzr1dXOCGmRD533Dxp8ZrB9Jc5SRD15udHUVFncPtVfTfvW1vreJSlyYOV+n0t/Zjr3EAHEw+SJBvEK1btm78WK4htfovaZrm2bLjBWADcBOQVNZmg7LjhbLpZ4FL/7UJLBurblxERERERERERK4F6acbtxXHL4XdZd+o8MDHzouhOSgthbzUpteOwzBg1JOQ+AMcWu+cGE7thRZe0Lk/AIdTDhPWVlXQdXXZJLRhGN6GYfiWfw+MA2KBT4D7y6bdD2wq+/4T4D7DbiiQUda2IxIYZxhGa8MwWpetE1mv70ZERERERERERJyjtBQyzjg3Ce3bEUJGwsF/g9ns/8C+4eSl2dteeDWxJDTYK6A79YPti6G4sPHvf+pbCLoJXFuQWZjJuZxz9G7Tu9K0tDUfcfJ3d1Gam9v4MTZDtamE7gjsMQzjR+A7YLNpmluBJcBYwzDigd+WvQbYApwAjgHvAvMATNNMBZ4Hosq+nisbExERERERERGR5i77PJQWgb+T2nGUC58J6acg5n+dG0dTlptsPza1Smiwt+AYtgAyTsPFuMvPr0956ZAUC12HAXAs7RgAvVtXTkJnfPIJ+YcPk/zmW40ZYbN12Z7QpmmeAG6oYjwFGFPFuAk8Vs1aK4GVVx6miIiIiIiIiIg0aemn7Uf/bs6NI2wq/GiBrf8NgTdBJ7VSqCTnov3Y1DYmLFdeTZ9zoeZ59S1hP2BCN3sS+mjaUaByErokO5u8H3/E8PIi5X//F787JuPRs2fjxtrMOKG797XHx8en0lhiYiJTp06t9prVq1cTHh7u+HJxccFqtQLwt7/9raFCreRPf/oTAQEBlJaWOsZM0+SPf/wjPXv2pH///nz//feOc++//z69evWiV69evP/++zWuHR4ezvTp0yuMpaamMnbsWHr16sXYsWNJS0urcD4qKgo3NzfWrl1bD+9ORERERERERBpNeoL96Mx2HGCvpJ3yNrT0gzUzIOs85KZCdiMnNJuynCZcCQ3g08F+bOz/ZmeiwHCFgIGAPQnt6+5LR6+OFablRkVBSQldXvj/cPH0JHn58saNsxlSEroOTNOskLy9VJcuXWpMpM6aNQur1YrVauXDDz8kJCSE8PBwoPGS0KWlpWzYsIGgoCC++uorx/jnn39OfHw88fHxvPPOOzz66KOAPYG8ePFi9u/fz3fffcfixYsrJZHLHTlyhJKSEnbv3k1OTo5jfMmSJYwZM4b4+HjGjBnDkiVLHOdKSkpYuHAh48aNa6B3LCIiIiIiIiINJv2U/egX6Nw4wJ7EnGGBnBR477fwcl94b4y9b7Vc0o6jvXPjqI4jCZ3UuPdNOwV+AeDuBUB8Wjy9W/fGMIwK03L27sVo2RKf3/wG/6lTyYzcRtH5840bazNz2XYcTVn6p8cpTMy5/MQr4N7FG/9JPao9b7PZiIiIYMiQIcTExLBlyxbHueTkZCZNmsRTTz1FaGgoEydOJDY29rL3tFgsjorhRYsWkZeXR3h4OKGhoaxevZo777yThIQE8vPzWbBgAQ8//DAAK1asYOnSpfj7+3PDDTfg4eHBP//5Ty5evMjcuXM5fdr+ZzCvvPIKt9xyS6X77tq1i9DQUKZNm4bFYmH06NEAbNq0ifvuuw/DMBg6dCjp6emcO3eOXbt2MXbsWNq0aQPA2LFj2bp1KzNmzKjyPd17770cOXKETZs2MXPmTMfau3btAuD+++9n1KhRLF26FIDXX3+du+66i6ioqMs+MxERERERERFpYtJP2ze6c/d2diR2AQNh+r9gw1wIGACnvrF/hYxwdmTOl5NiPzbVdhzu3uDuC1mNnITOPAut7B+ilJqlxKfHM7nH5ErTcr79Fq+BA3Hx8KD1rJmkrlpFmmUNHf78p8aNtxlRJfRViI+PZ968eRw6dIhu3ex9jpKSkpgwYQLPPfccEyZMuKL1PvroI0cid8mSJXh6emK1Wlm9ejUAK1euJCYmhujoaF577TVSUlJITEzk+eefZ9++fXzzzTfExf3cqH3BggX8+c9/JioqinXr1jF79uwq72uxWJgxYwZTpkxh8+bNFBUVAXD27FmCgn7eRCAwMJCzZ89WO17de5o+fTozZszAYrE4xpOSkujcuTMAnTp1IikpyXHPDRs2OKquRURERERERKSZyUhwfiuOX+rxG/jLUZi1Flp4w8F/OzuipiE32d6uxLWFsyOpnk+Hxq+EzkhwVPInZieSU5RTqR90cXIyhceO4z3sZgDcAwPx+c1vSP/oI0oLCxs33makWVdC11Sx3JC6devG0KFDHa+LiooYM2YMb7zxBiNHjryitfbv34+XlxdhYdU3yX/ttdfYsGEDAAkJCcTHx3P+/HlGjhzpqEq+++67OXrU3ix9+/btHD582HF9ZmYm2dnZFXpXFxYWsmXLFl5++WV8fX0ZMmQIkZGRTJw48Yrir0p0dDTt2rWja9euBAQE8Pvf/57U1FRHrOUMw3D8OcOf/vQnli5diouLPhcRERERERERaZbST0PHUGdHUTV3L+gzEQ5vhNtfAjcPZ0fkXDnJ9qr1psynY+P2hC4thcxzFLfqzPztczmdae8w0Kt1rwrT8uN+AqBlWD/HWKvbbiP7yy8pPHmSltdd13gxNyPK+F0Fb++Kf1bi5ubGwIEDiYyMvOK11qxZU2U7i3K7du1i+/bt7N27lx9//JEbb7yR/Pz8GtcsLS1l3759jp7TZ8+erbR5YmRkJOnp6fTr14/g4GD27NnjqFgOCAggISHBMffMmTMEBARUO75hwwbHBovR0dFYLBbi4uIIDg6mR48eZGZmsm7dOgA6duzIuXPnADh37hwdOth7/ERHRzN9+nSCg4NZu3Yt8+bNY+PGjbV/kCIiIiIiIiLiPKWl9o0Jm1ol9KX63QP5GXD0yvM315yci013U8Jyvh0btxI65wKUFvGpmcU3Z7+hg1cHRgWO4vo211eYVhAfD4BH75+T0x7dQwAoPGlrtHCbGyWh64FhGKxcuZK4uDhHf+PaKC0t5eOPP3b0gy7XokULR2uMjIwMWrdujZeXF3Fxcezbtw+AwYMH89VXX5GWlkZxcbEjyQswbtw4Xn/9dcdrq9Va6d4Wi4X33nsPm82GzWbj5MmTfPHFF+Tm5jJ58mQ++OADTNNk3759+Pn50blzZyIiIti2bRtpaWmkpaWxbds2IiIimDJliiPhPWDAAD7++GMOHjzoWHvTpk2OBPfkyZN5//33AXj//fe54447ADh58qRj/tSpU1m+fDl33nlnrZ+liIiIiIiIiDhRzkUoKQD/bs6OpHrdR4FfEOx/y9mROF9uStPdlLBcY1dCZ5yhEHgrJYawtmH8b8T/8vqY1/FwrVg1X3D0KK7t2+HWurVjzL2sXW+hzdZ48TYzSkLXE1dXVywWCzt27GD58uW1uubrr78mKCiI7t27Vxh/+OGH6d+/P7NmzWL8+PEUFxfTp08fFi1a5GgDEhAQwJNPPslNN93ELbfcQnBwMH5+foC9fUd0dDT9+/enb9++vPVWxX9cc3Nz2bp1a4Xe1d7e3gwfPpxPP/2U22+/ne7du9OzZ0/mzJnjeD9t2rTh6aefZvDgwQwePJhnnnmmUouN3bt3ExAQQJcuXRxjt956K4cPH+bcuXMsWrSIL774gl69erF9+3YWLVpUyycsIiIiIiIiIk1Wur11QZOuhHZ1g6GP2jcnPBPj7GicKye56W5KWM6nAxRkQFFe49wv4wyf+HqTWJjGH278g6OF7C8VHD1Ky14VW3S4eHvj1qGDktA1MEzTdHYM1Ro0aJAZHR1dYezIkSP06dPHSRE1LeV9nouLi5kyZQq///3vmTJlirPDchr9bIiIiIiIiIg4ycG1sO4heHQvdOzr7GiqV5AFL4dCyAiY9i+oJtF4TSsthefbwfA/wZhnnB1N9X74F2x6DBb8CK2DG/5+e9/gie//Hz926E7k1C+qTEKbJSX8NHAQradNo+N/VyysPHX/A5j5+QR/tKbhY22iDMOIMU1zUFXnVAndjD377LOEh4cTFhZGSEiI2leIiIiIiIiIiHNklO0h5R/k3Dgux8MXhjwCcZ/BmlmQk+LsiBpffjqYJc1jY0JovJYcGWeJ8/CgT9vQaqugixISMPPz8ejdu9I59+BgVULXwM3ZAVzrIiMjWbhwYYWxkJAQNmzYUOe1ly1bVuc1RERERERERETqLP00eLaxJ3mbulGLoGUr+PI5+HIxTH7N2RE1rtyyxHtT35jQp4P92EibE+am2zjl5sbtba+vdk5+FZsSlnMPDqYkI4PitLQK/aLFTknoBhYREUFERISzwxARERERERERaTjpp5t+FXQ5F1cY9gc4EwXxX4Bp/rracuSl2Y+ebWqe52yOSujGSUIfzU7AbAF92lTf6rXg6FEwDDx69Kh0zj34580JlYSuTO04RERERERERESkbtITmvamhFXpORayEuHCYWdH0rgcSegmnij1bg+GS6O14ziSnwzA9W2qr4QuOBpPi6AgXLy8Kp1zDw4GoNB2qkHia+6UhBYRERERERERkatnmmWV0N2cHcmV6TnGfjy23blxNDZHEtrfqWFclourvW91Y1RCFxfyE/n4u3jQ0atjtdMK4uNx790Lq9VKXl5ehXPugYHg6qq+0NVQElpERERERERERK5eTjIU54FfM2nHUa5VF+gYZm/J8WuSm2o/NvVKaLC35GiMSujMsxxxb8F1np2q3ZSwtKCAwlOnyAwJYePGjezevbvCeaNFC9wDA5WEroaS0PXAx8en0lhiYiJTp06t9prVq1cTHh7u+HJxccFqtQLwt7/9raFCreRPf/oTAQEBlJaWOsZM0+SPf/wjPXv2pH///nz//feOc66uro6YJ0+eXOPad955J0OHDq0w9vXXXzNgwADc3NxYu3ZtpWsyMzMJDAxk/vz5dXxnIiIiIiIiItIoMk7bj82tHQfYq6FP74P8TGdH0njy0gADWvo7O5LL8+kAWecb/DZFqSc41sKdPq0rbzhYrvD4cSgp4UJZv2er1UpxcXGFOZ0WL6bdY/MaNNbmSknoOjBNs0Ly9lJdunSpMslabtasWVitVqxWKx9++CEhISGEh4cDjZeELi0tZcOGDQQFBfHVV185xj///HPi4+OJj4/nnXfe4dFHH3Wc8/T0dMT9ySefVLt2eno6MTExZGRkcOLECcd4165dWbVqFTNnzqzyuqeffppbb721Ht6diIiIiIiIiDSK9GachL5+IpQWweFNzo6k8eSl2VtxuDSDtGAjVUL/mLiXQheDfp0HVzunID4egLMlJbi5uZGbm8uRI0cqzPEeOoSWvXs3aKzNlZuzA6iLzz//nPPn6/fTkE6dOnHbbbdVe95msxEREcGQIUOIiYlhy5YtjnPJyclMmjSJp556itDQUCZOnEhsbOxl72mxWJg+fToAixYtIi8vj/DwcEJDQ1m9ejV33nknCQkJ5Ofns2DBAh5++GEAVqxYwdKlS/H39+eGG27Aw8ODf/7zn1y8eJG5c+dy+rT9fwReeeUVbrnllkr33bVrF6GhoUybNg2LxcLo0aMB2LRpE/fddx+GYTB06FDS09M5d+4cnTt3rvVzXL9+PZMmTaJjx46sWbOGJ598EoDgsibtLlX8QxcTE0NSUhLjx48nOjq61vcSERERERERESdKPWk/+jezdhwAgYOhXW/44V8w4F5nR9M48tKaRysOsFdCZyfZ+45X0yajPnx5IQZ30+SWHhOrnZN/9CimuzsJFy9yww03cOLECaKjo+nXr1+DxXUtaQYfeTQ98fHxzJs3j0OHDtGtm73pflJSEhMmTOC5555jwoQJV7TeRx99xIwZMwBYsmSJo9p49erVAKxcuZKYmBiio6N57bXXSElJITExkeeff559+/bxzTffEBcX51hvwYIF/PnPfyYqKop169Yxe/bsKu9rsViYMWMGU6ZMYfPmzRQVFQFw9uxZgoJ+/h+OwMBAzp49C0B+fj6DBg1i6NChbNy4sdr3VL72jBkzsFgsl30GpaWlPP744yxbtuyyc0VERERERESkCUn8AVoHQ0s/Z0dy5QwDbvwPSNgHyfHOjqZxNKskdEd7pXr5ZooNwDRNtueeZlixC94eraqdV3A0nqywMAoLCwkJCeGGG27g1KlT5ObmNlhs15JmXQldU8VyQ+rWrVuFXsdFRUWMGTOGN954g5EjR17RWvv378fLy4uwsLBq57z22mts2LABgISEBOLj4zl//jwjR46kTZs2ANx9990cPXoUgO3bt3P48GHH9ZmZmWRnZ1foXV1YWMiWLVt4+eWX8fX1ZciQIURGRjJxYvWf+ACcOnWKgIAATpw4wW9+8xv69etHjx49KsxJSkoiPj6e4cOHYxgGLVq0IDY2tsb3uHz5cm6//XYCAwNrvL+IiIiIiIiINDFnv4euQ5wdxdXrPx22L4Yvn4PxS8AvwNkRNay8NPBq4+woase3o/2YfaHBYj6UcojzZiHzW7SvcV5BfDzJw24G7H/p36pVK3bt2sWpU6fo06dPg8R2LWnWSWhn8fb2rvDazc2NgQMHEhkZecVJ6DVr1jiqoKuya9cutm/fzt69e/Hy8mLUqFHk5+fXuGZpaSn79u2jZcuW1c6JjIwkPT3d8ScDubm5eHp6MnHiRAICAkhISHDMPXPmDAEB9n+Ay4/du3dn1KhR/PDDDyQnJ/PII48A8Nxzz3Hq1CnS0tIICQkB7Elwi8XCCy+8UG08e/fuZffu3Sxfvpzs7GwKCwvx8fFhyZIlNb5XEREREREREXGirCTIPAMBzXgzNt+OMOwP8M2rcDQS5u6G9tc5O6qGk5cGbXtcfl5T4FOehE6CDtc3yC22n9qOm2kyqnX1ieSSjAyKz58nuVUr2np74+PjQ8uWLXFzc8NmsykJXQtqx1EPDMNg5cqVxMXFsXTp0lpfV1payscff+zoB12uRYsWjtYYGRkZtG7dGi8vL+Li4ti3bx8AgwcP5quvviItLY3i4mLWrVvnuH7cuHG8/vrrjtdWq7XSvS0WC++99x42mw2bzcbJkyf54osvyM3NZfLkyXzwwQeYpsm+ffvw8/Ojc+fOpKWlUVBQANj7X3/zzTf07duXIUOGODYrnDx5MhaLha1btzrWjomJYc2aNTU+i9WrV3P69GlsNhvLli3jvvvuUwJaREREREREpKlL/N5+DBjo3DjqauxieOQrKCkA225nR9Owmls7DrAnoRtI9Ln99C8owK9tz2rnFJR1H8h2c3N0JXBzc6Nr167YbLYGi+1aoiR0PXF1dcVisbBjxw6WL19eq2u+/vprgoKC6N69e4Xxhx9+mP79+zNr1izGjx9PcXExffr0YdGiRY42IAEBATz55JPcdNNN3HLLLQQHB+PnZ++99NprrxEdHU3//v3p27cvb731VoX1c3Nz2bp1a4Xe1d7e3gwfPpxPP/2U22+/ne7du9OzZ0/mzJnjeD9Hjhxh0KBB3HDDDYwePZpFixbRt2/fCmvbbDZOnTpVoV1JSEgIfn5+7N+/n6ioKAIDA/n3v//NI488QmhoaC2fsIiIiIiIiIg0OWdjwHCFTv2dHUnddeoPHq3gQtzl5zZXpSWQn9GMktAd7McGSkIXlxbzU9pR+hYU2vuaVyP3B6s9jOJiR/4N7G05kpKS1Be6FgzTNJ0dQ7UGDRpkRkdHVxg7cuSIStzLlPd5Li4uZsqUKfz+979nypQpzg7LafSzISIiIiIiItLIPpwCORdh7h5nR1I/3vstuHrAg5udHUnDyE2FF0Psva+HPursaC7PNOGFTnDTHBj3/9X78vFp8fzuk9/xtwvJTJq1BbrcWOW8hEfmknP2LGsGDWTMmDGMGDECgNOnT7Ny5UqmTZumnBRgGEaMaZqDqjqnSuhm7NlnnyU8PJywsDBCQkK48847nR2SiIiIiIiIiPxamKZ9U8IuA5wdSf3p0AcuHLa/t2tRXpr92FwqoQ3DXg2dfaFBlj+cchiA0MJC8O9W5RyztJTcH36g9MZwgAqV0F26dMHd3Z2ffvqpQeK7lmhjwgYWGRnJwoULK4yFhISwYcOGOq+9bNmyOq8hIiIiIiIiInJV8tIgP/3a2sSvfR/4/gN7dXd5K4hrSV66/dhcktBg7wvdQO04DqccxhNXurl4V/tMCo4dozQzk6JeveHEcVq1auU45+bmRmhoKLGxsYwfP56WLVs2SJzXAiWhG1hERAQRERHODkNEREREREREpH7lptqPXu2cG0d96lDWUuHCkWs0Cd3MKqHBnoROPdEgSx9OOUwf3HFt3dVedV2FvO/tm28WdOkMJ45XqIQGGDhwID/88AOxsbEMGlRlJwrhCtpxGIbhahjGD4ZhfFb2OsQwjP2GYRwzDOMjwzDcy8Y9yl4fKzsffMka/102/pNhGMrMioiIiIiIiIg0V7nJ9qN3W+fGUZ8uTUJfi5prEjrrfL0vW1Jawk9pP9G3hlYcALkx3+PWvj05rq4AFSqhAQICAujYsSMxMTH1HuO15Ep6Qi8ALv0NXAr8wzTNnkAa8FDZ+ENAWtn4P8rmYRhGX2A6EAqMB5YbhuFat/BFRERERERERMQpcsqS0F7XUBLap6M9QXtRSegmw6cj5KVCcWG9Lnsy4yR5xXn0yUqD1sHVzss78COeN95IRkYGvr6+uLpWTGcahkH//v05d+4c2dnZ9RrjtaRWSWjDMAKBCcB7Za8N4DfA2rIp7wN3ln1/R9lrys6PKZt/B7DGNM0C0zRPAseAm+rhPYiIiIiIiIiISGPLTbEfr6V2HIZh7wuddNjZkTSM8iR0S3+nhnFFytui5Fys12UPp9r/G/fNy6k2CV2al0fR6QQ8rutNZmZmpSrocuXj+fn59RrjtaS2ldCvAP8FlJa9bgukm6ZZXPb6DBBQ9n0AkABQdj6jbL5jvIprHAzDeNgwjGjDMKIvXqzfHy4REREREREREaknuddgJTRAwAA49yMU5Tk7kvqXlwYercC1GW0T59PRfqznzQkPpxzG08WdkKKiattxFBw/AaaJR89eZGRkVOoHXc7d3d0+v6CgXmO8llw2CW0YxkTggmmajdLYxDTNd0zTHGSa5qD27ds3xi3rzMfHp9JYYmIiU6dOrfaa1atXEx4e7vhycXHBarUC8Le//a2hQq3kT3/6EwEBAZSWljrG4uLiuPnmm/Hw8GDZsmUV5gcHB9OvXz/Cw8Mv22y9qrU3bdpE//79Hdfv2bOnwjWZmZkEBgYyf/78enh3IiIiIiIiItJgclOhhRe4ezk7kvoVMhJKCuD0PmdHUv/y0ppXKw4A37IkdD33hT6ScoTrPDvgCtC6miT0sXgA3Hv2rDEJ7eHhYZ+vJHS1alMJfQsw2TAMG7AGexuOVwF/wzDKPzYJBM6WfX8WCAIoO+8HpFw6XsU1zZJpmhUSrJfq0qULa9eurfIcwKxZs7BarVitVj788ENCQkIIDw8HGi8JXVpayoYNGwgKCuKrr75yjLdp04bXXnuNv/zlL1Vet3PnTqxWK9HR0Ve89pgxY/jxxx+xWq2sXLmS2bNnV7ju6aef5tZbb63jOxMRERERERGRBpeTfG214ijXbRi4uMGJXc6OpP41xyR0q0D7MbP+0oglpSUcST1CX5eywlL/rlXOK4iPx2jRgpL27SguLr5sErqwsH77Vl9LLlt7b5rmfwP/DWAYxijgL6ZpzjIM49/AVOyJ6fuBTWWXfFL2em/Z+R2maZqGYXwC/J9hGC8DXYBewHd1Cf7o0efJyq7fRvG+Pn3o3fvpas/bbDYiIiIYMmQIMTExbNmyxXEuOTmZSZMm8dRTTxEaGsrEiROJjY297D0tFgvTp08HYNGiReTl5REeHk5oaCirV6/mzjvvJCEhgfz8fBYsWMDDDz8MwIoVK1i6dCn+/v7ccMMNeHh48M9//pOLFy8yd+5cTp8+DcArr7zCLbfcUum+u3btIjQ0lGnTpmGxWBg9ejQAHTp0oEOHDmzevLn2D66Wa19aNZ6Tk4O9XbhdTEwMSUlJjB8/vsYEt4iIiIiIiIg0Abkp4NXG2VHUPw8fCLwJTn51+bnNTXNMQnu3B1d3yEi4/NxaOpV5irziPPqWlNrbfbTwrHJeQXw87j16kFG24aDacVy92vaErspC4D8NwziGvefzirLxFUDbsvH/BBYBmKZ5CPgYOAxsBR4zTbOkDvd3mvj4eObNm8ehQ4fo1s1erp+UlMSECRN47rnnmDBhwhWt99FHHzFjxgwAlixZgqenJ1arldWrVwOwcuVKYmJiiI6O5rXXXiMlJYXExESef/559u3bxzfffENcXJxjvQULFvDnP/+ZqKgo1q1bV6nauJzFYmHGjBlMmTKFzZs3U1RUdNlYDcNg3LhxDBw4kHfeeafaeTWtvWHDBq6//nomTJjAypUrAXvl9OOPP16p/YeIiIiIiIiINFG5yeB9DVZCA3QfCYlWe8uRa0leavNLQru4QKsukFF/ldCHUg4B0Dcnq9p+0AAFx47h0asX6enpQPVJaLXjuLwr6kJumuYuYFfZ9yeAm6qYkw/cXc31LwAvXGmQ1ampYrkhdevWjaFDhzpeFxUVMWbMGN544w1Gjhx5RWvt378fLy8vwsLCqp3z2muvsWHDBgASEhKIj4/n/PnzjBw5kjZt7J843n333Rw9ehSA7du3c/jwz7u4ZmZmkp2dXaEKubCwkC1btvDyyy/j6+vLkCFDiIyMZOLEiTXGu2fPHgICArhw4QJjx47l+uuvr9Q+43JrT5kyhSlTpvD111/z9NNPs337dpYvX87tt99OYGDgFTw9EREREREREXGa3BRo19vZUTSM7qNg19/Btgf6TnZ2NPXnKiqhc3Jy8Pb2BiA7OxsvLy9cXOpS13oV/IIg40y9LXc45TAtXVsScvEcdB1S5ZyS7GyKE8/hMa0nKSkpALRtW/UmnGrHcXnNaCvMpqP8F6+cm5sbAwcOJDIy8oqT0GvWrHFUQVdl165dbN++nb179+Ll5cWoUaPIz8+vcc3S0lL27dtHy5Ytq50TGRlJeno6/fr1AyA3NxdPT8/LJqEDAgIAe8uOKVOm8N133xESEsKkSZMAmDt3LgEBAbVa+9Zbb+XEiRMkJyezd+9edu/ezfLly8nOzqawsBAfHx+WLFlSYzwiIiIiIiIi4iQ5KddmT2iALgPApQUkfn/tJKFLS684CZ2YmMi7777LXXfdRVBQEK+//jphYWHceeedDRdnVfwC4eTuelvucMphrmvdG7fjW8D/nkrn8w4cIO/HAwB49OpFamoq3t7ejmTzL7m5uWEYhiqha9DIH1tcmwzDYOXKlcTFxbF06dJaX1daWsrHH3/s6AddrkWLFo72FRkZGbRu3RovLy/i4uLYt8++M+vgwYP56quvSEtLo7i4mHXr1jmuHzduHK+//rrjtdVqrXRvi8XCe++9h81mw2azcfLkSb744gtyc3OrjTcnJ4esrCzH99u2bSMsLIygoCDHJotz586tce1jx45hmiYA33//PQUFBbRt25bVq1dz+vRpbDYby5Yt47777lMCWkRERERERKSpKsqDopxrsyc0gJs7tL8ezh90diT1pzALzNIrSkJ/++23mKbJt99+S3R0NMXFxVit1gp/gd8o/AIhKxFKiuu8VHFpMUdSjxDm283+PFoHVzhfEB+PbeYskl6wN3NoeV1vUlJSqq2CBntu0MPDQ0noGqgSup64urpisViYPHkyvr6+3H777Ze95uuvvyYoKIju3btXGH/44Yfp378/AwYMYOXKlbz11lv06dOH6667ztEGJCAggCeffJKbbrqJNm3acP311zv60rz22ms89thj9O/fn+LiYm699Vbeeustx/q5ubls3bq1wpi3tzfDhw/n008/ZeTIkQwaNIjMzExcXFx45ZVXOHz4MMnJyUyZMgWA4uJiZs6cyfjx4yvEfrm1bTYbH3zwAS1atMDT05OPPvqowuaEIiIiIiIiItIM5NrbE1yzPaEBOoXB8Z3OjqL+5KXZj7VMQmdkZHD48GH8/PxITEzkwoUL9OrVi+zsbD755BO8vLwIDg5uuHgv5RdoTxhnnQP/oDotdTz9OHnFefRzL/sApfXPPaFN0+T84udw8fYm4OX/h0vLlrQICCA1NZWePXvWuK6S0DVTEvoKBQcHExsbW2Esu2yHTA8PDyIjIx3jv5z3S6NGjXJUNl9q6dKlFSqqP//88yqvnzlzJg8//DDFxcVMmTLF8acQ7dq146OPPqr2vl5eXqSmVm6sv379esf3Z85U7rPTqlUrfvzxx2rXre3aCxcurHGNBx54gAceeKDGOSIiIiIiIiLiRDnJ9qNX9dWhzV6nfvCjBbIvgE8HZ0dTd7VMQufn53PmzBmio6MxTZOZM2eycuVKCgoKGDp0KG3atOFf//oX77//PiNHjmTYsGG4u7s3bOytyvYQyzhT5yT0gWR7m43+pS3sA5dsTJj1+efkRkfT6dln8bnlFsC+2WB2drZjX7bquLu7qyd0DZSEbsaeffZZtm/fTn5+PuPGjWv8fjwiIiIiIiIi8utUXgl9rfaEBnsSGuwtOXqOcW4s9eEySejc3FzWr1/P8ePHMU0TwzAYOnQoHTt2ZPjw4Zw4cYLu3btjGAZz5szh008/ZdeuXezdu5eWLVtyww038Jvf/KZhYvcrS0Jnnq3zUgcvHsTfw5/A3HQwXKFVgONcxpYtuHXpjP/dUx1j5cWWNbXjAFVCX46S0A0sMjKyUuVvSEgIGzZsqPPay5Ytq/MaIiIiIiIiIiJX7NfQjqNjmP34K0hCZ2Zm8v7775Oens7w4cMJDg4mMDDQsRHfiBEjGDFihGN+y5YtufvuuxkyZAhWq5XTp08THR3N6NGjG6btql9Zojgjoc5LHUw+SFi7MIz00/bktqs9PWqWlpIbFY3vmDEYrq6O+eVJ6MtVQnt4eJCfn1/n+K5VSkI3sIiICCIiIpwdhoiIiIiIiIhI/XFUQl/D7Ti82tjbQCTV3G612aghCR0dHU1qaioPPPAA3bp1q3S+Ol27dqVr167ExMTw6aefkpKSQrt2DfDBhIcvtPS3t+Oog+zCbI6nH2dct3FgW1ehH3RBXBylGRl4D7mpwjUpKfaf9dokoTMzM+sU37XMxdkBiIiIiIiIiIhIM5OTDIaLPTF4LevUz14JfS1wJKH9K51KTEykQ4cOV5SAvlTXrl0BOH369NVGd3l+gVedhC4qKeJ/vv0fHvniEUxM+rXvB2m2Cv2gc/Z/B4DXkCEVrk1NTcXHx8dRFV4dd3d3teOogZLQIiIiIiIiIiJyZXKTwbMNuFzjqaVO/SD5KBTlOTuSustLhxbe4FYxmWqaJomJiXTp0uWql27Xrh2enp4Nn4ROv7p2HK/98Brr49eTX5JP79a9CffvDTkXoXWwY07u/v24d+tGi06dKlybkpJy2X7QoJ7Ql3ON/0shIiIiIiIiIiL1LisJfDs7O4qG1ykMzFK4cMTZkdRdXlqVrTgyMjLIzc2tUxLaMAy6du3K6dOnOXDgAHv27KlLpFVr0x1ST0Bpaa0vuZB7gbd/fJtVh1Yx7bpprJu8jnWT1+GTU9ZOpiwJbRYXkxsdXakKGuz9sv38/C57Lw8PDwoLCzFNs9bx/ZqoJ7SIiIiIiIiIiFyZrHPg2+ny85q7Tv3sx/MHIWCAc2Opq2qS0ImJiQB07ly3DxW6du3KTz/9xPr16wHo169frZK3tdb+OijOs29O2LrmtiFnss7w2vevse3UNkrMEoZ1GcZfBv3l5wlpp+zHsnYc6WvXUpqdjc/oURXWMU2T7OxsfHx8Lhueu7s7pmlSVFSEu7v7lbyzXwVVQteDqn4QExMTmTp1arXXrF69mvDwcMeXi4sLVqsVgL/97W8NFWolf/rTnwgICKD0kk+RNm3aRP/+/QkPD2fQoEEVPr1ydXV1xDx58uQa177zzjsZOnRohbFVq1bRvn17xxrvvfee49zChQsJCwsjLCyMjz76qJ7eoYiIiIiIiIjUu6zzv44ktH8wuPteG32h89Kq7Ad97tw5XFxc6NixY52WDwkJAaB79+4AHDxYz8+s3XX248WfLjv12W+fZdeZXczqM4tP7/yUt8e+TUu3lj9PSC9LQrfuRkl6Ohf/8QpeN92Ez6hRFdYpKCigpKQEb2/vy96zvGe0WnJUTUnoOjBNs0Ly9lJdunRh7dq11V47a9YsrFYrVquVDz/8kJCQEMLDw4HGS0KXlpayYcMGgoKC+OqrrxzjY8aM4ccff8RqtbJy5Upmz57tOOfp6emI+5NPPql27fT0dGJiYsjIyODEiRMVzk2bNs2xRvnamzdv5vvvv8dqtbJ//36WLVumHUVFREREREREmqKSYsi58Otox+HiAh1DISnW2ZHUXV4aeLWpNFy+KWGLFi3qtHyXLl147LHHmDVrFoGBgRw4cKBO61XSvjwJHVfjtNT8VKKSori37708MfgJgv2CK09KOwUtvMC7PclvvklJVhYd//pXDMOoMC07OxuougD1l8qT0IWFhZd/L79Czbodx9PxZ4jNrt/G8GE+njzfK7Da8zabjYiICIYMGUJMTAxbtmxxnEtOTmbSpEk89dRThIaGMnHiRGJjL/+PlMViYfr06QAsWrSIvLw8wsPDCQ0NZfXq1dx5550kJCSQn5/PggULePjhhwFYsWIFS5cuxd/fnxtuuAEPDw/++c9/cvHiRebOnetoBv/KK69wyy23VLrvrl27CA0NZdq0aVgsFkaPHg1U/MXKycmp9AtYG+vXr2fSpEl07NiRNWvW8OSTT9Y4//Dhw9x66624ubnh5uZG//792bp1K/fcc88V31tEREREREREGlDORXuf5F9DJTTYW3L8uMbei7g5b8RYRTuO8k0J+/TpUy+3aN++PQD9+/dny5YtnD9/nk6d6unnxKsNeHeA5JoroXcl7KLULOW3XX9b/aT0U+DfldK8PNLXrafVxAm0vK53pWk5OTlA7ZLQ5S04VAldtWb8m+M88fHxzJs3j0OHDtGtm713TFJSEhMmTOC5555jwoQJV7TeRx99xIwZMwBYsmSJo9p49erVAKxcuZKYmBiio6N57bXXSElJITExkeeff559+/bxzTffEBf386dACxYs4M9//jNRUVGsW7euQiXzpSwWCzNmzGDKlCls3ryZoqIix7kNGzZw/fXXM2HCBFauXOkYz8/PZ9CgQQwdOpSNGzdW+57K154xYwYWi6XCuXXr1tG/f3+mTp1KQoJ9V9MbbriBrVu3kpubS3JyMjt37nScExEREREREZEmJOuc/fhrqIQGexK6MAvSbc6O5OqZZpVJ6NOnT5OXl+fIb9WX0NBQDMPg8OHD9bou7a+7bDuO7ae2E+ATwPVtrq9+UspxaB1M5uefU5qdTeuy4tBfKq+EVjuOumvWldA1VSw3pG7dulXodVxUVMSYMWN44403GDly5BWttX//fry8vAgLC6t2zmuvvcaGDRsASEhIID4+nvPnzzNy5EjatLH/GcXdd9/N0aNHAdi+fXuFX/LMzMxKTdQLCwvZsmULL7/8Mr6+vgwZMoTIyEgmTpwIwJQpU5gyZQpff/01Tz/9NNu3bwfg1KlTBAQEcOLECX7zm9/Qr18/evToUSHepKQk4uPjGT58OIZh0KJFC2JjYwkLC2PSpEnMmDEDDw8P3n77be6//3527NjBuHHjiIqKYtiwYbRv356bb74ZV1fXK3qWIiIiIiIiItIIss7bj7+aSuiynM35g9Cmu3NjuVpFuVBSWCkJ/cMPP+Du7l5vldDlvL296dKliyN/lJ+fj7u7Oy61rCQvNUu5kHuBTt6/+Blrfx0c+NieVK/iL/ezCrPYe24vs66fVf1f9hdk26up+95B2lsf496zB5433ljlVLXjqD+qhL4Kv/z0w83NjYEDBxIZGXnFa61Zs8ZRBV2VXbt2sX37dvbu3cuPP/7IjTfeSH5+fo1rlpaWsm/fPkff5bNnz1b6ZYmMjCQ9PZ1+/foRHBzMnj17KlUsA9x6662cOHGC5ORkAAICAgB7k/lRo0bxww8/sH//fsdGg5988gkff/wxaWlphISEEBwcjM1mc6zdtm1bxy/l7NmziYmJcdzrr3/9K1arlS+++ALTNOndu/KfQYiIiIiIiIiIk/3aKqE79AXDpXlvTpiXZj9ekoQuKCjg0KFDhIaGOlpJ1Kfu3btz9uxZcnJyWL58Oe+//z7FxcWUmqXkF1ef2/op9Sfu//x+xq4dy3sH38M0zZ9Ptr8eCjJ//iDkF74+8zXFpcX8tlsNrTjO/QhmKfnFncn/8QCt77mn2oR1eZtaLy+vy75fteOomZLQ9cAwDFauXElcXBxLly6t9XWlpaV8/PHHjn7Q5Vq0aOFojZGRkUHr1q3x8vIiLi6Offv2ATB48GC++uor0tLSKC4uZt26dY7rx40bx+uvv+54bbVaK93bYrHw3nvvYbPZsNlsnDx5ki+++ILc3FyOHTvm+AX//vvvKSgooG3btqSlpTl+kZKTk/nmm2/o27cvQ4YMcSS8J0+ejMViYevWrY61Y2JiWLNmDWDfcbXcJ5984vikraSkhJSUFAAOHDjAgQMHGDduXK2fpYiIiIiIiIg0kqzz9qSsd3tnR9I4WnhC216QdMjZkVy9KpLQR44coaioiPDw8Aa5Zffu3TFNky1btpCZmcmpU6dY9dEqJm+YzODVg7nFcgv/OvwvTmSc4H++/R+e+eYZ5m2fx9RPp2LLtHFLl1t49ftXeevHt35e9DKbE355+kvae7anf/v+1Qd21l4QmXXwAhgGrWpoq5udnY2Xl1etKrjVjqNmzbodR1Pi6uqKxWJh8uTJ+Pr6cvvtt1/2mq+//pqgoCC6d6/4pxwPP/ww/fv3Z8CAAaxcuZK33nqLPn36cN111znagAQEBPDkk09y00030aZNG66//nr8/PwAe/uOxx57jP79+1NcXMytt97KW2/9/Aubm5vL1q1bK4x5e3szfPhwPv30U2w2Gx988AEtWrTA09OTjz76CMMwOHLkCI888gguLi6UlpayaNEi+vbtWyF2m83GqVOnKrQrCQkJwc/Pj/3797Nx40Y++eQT3NzcaNOmDatWrQLsLU1GjBgBQKtWrfjXv/6Fm5t+PEVERERERESanKxz9g3iXH9F/397x1A4G+3sKK5eFUno48eP4+vrS9euXRvkloGBgbi5uXHo0CF8/X1J90/nTPwZ/uNABp1a92DN3R1YGrUUosDTzROfFj4YGMy7YR4zrp9BK49W/OWrv7Dq0CruC70P7xbe9kpogAuHocfoim+xOI89Z/cwucdkXIwaksZnY8C/K1lf7cPzxhtxa9u22qm/bG9bEyWha/Yr+teifgQHBxMbG1thrLw/jIeHR4WWHL+c90ujRo1yVDZfaunSpRUqqj///PMqr585cyYPP/wwxcXFTJkyhTvvvBOAdu3a8dFHH1V7Xy8vL1JTUyuNr1+/3vH9woULK50fNmwYBw/W/KcnwcHBnD17ttL4999/D8CQIUP4+9//Xul8y5Yt679ZvYiIiIiIiIjUv6zzv55+0OU6hsKh9ZCfAS39nB3NlUu02o/+P29AmJqaSvv27avvnVxHLVq0oGvXrpw4cYIWh/dwa3wy34wcQ8f8VnT85ieebnc9u+9/klPZp3mo30O082xXaY0HQh/gi1NfsPnEZu657h7w6QB+QXAmqtLcb89+S15xXs2tOADOfk+RTxgFR6x0eOKJGqfm5OTUOgndokULDMNQT+hqqB1HM/bss88SHh5OWFgYISEhjiS0iIiIiIiIiEiDyTr/6+kHXa5j2eaEF444N46rdXgTdA4H/yAATNMkJSWFNm3aNOht+/bti4tRwsi9x2kTfgMAfs88Q/sFfyRz0ybGRRWy8KaFlRLQJdk5ZEZuI9iaRHjLXnz808c/94YOugkSvqsw3zRNNp/cjJ+HHwM7Dqw+oOyLkHGarER7Ytl3zG9qjD87O7vS3nDFxVl8F3UHR+NfoKgo0zFuGAbu7u6qhK6GKqEbWGRkZKWq4pCQEDZs2FDntZctW1bnNURERERERERErkjWOQgc5OwoGlensiR0Uix0HVrz3KYm44y9lciYZxxDubm55Ofn07aGVhT1wTvAnZGb15Eb0IYBf1/Gp0uWkFtcRNu5c8m1Wrnwyqu07Nef3O++w3fcODy6h5C+YSMXli2jpGzvsD+HdOKBaRfZmbCTEYEj+MTXh5YlaYSd3U/XLjdRXFrMaz+8xhenvuD3Yb+nhUuL6gM6/S2mCZkHzuPeswfuwcHVTjVNs8p2HOnp0WRlxZKVFUtKyk6GDtmGUdb+w8PDQ0noaigJ3cAiIiKIiIhwdhgiIiIiIiIiInVXUgS5yb++SuhWAfY2HM1xc8Ijn9qPfe5wDJW3aW3ISugLsdH89N8Pc12mSdtli/Fo2RJ3d3eys7MxDIPO//M/nJg4iVMzZ9pjev99fH4zmox16/G88Uba/79l5MfFcWHJUu44143/+vq/6OXfi9iUWOjQDrbPxreFL3kleRSXFjP9uuksGLAAgKKkJIoSE/G84QaM8k0Fc1Mh8q9kZwaRd/gYHf/61xrjLygooKSkpFISOiPjewzDlZ49FhF/7AWys3/C17cPAO7u7mrHUQ0loUVEREREREREpHayztuPv7ae0IZhb8nRXJPQHfpCu56OoZSyKuOGqoTOPXGM8zPuI9DFpPgP99Hh1jEA+Pj4kJWVBUCLLl3ovOTv5EZH4zt6NIl//SsZ69bTeuYMOv71rxiurngNGkTa/1m4L6olP17fmWPpx/j7Lf8fvdY/RmzPWznSpS8+LXwI7xDOyMCRGIZBaWEhp3//EIXHj+PWpTMunl6YeXm4mul4+WWRndsT924taD3tnhrfQ/kecL9sx5GR8T0+Pn3o0OE24o+9QFraXkcS+u6778bd3b2+H+c1QUloERERERERERGpnbPR9mP762s1vbCwkNjYWAAGDBhQ5ZyipAvkRkdRmplJq0mTcK3lRnCNrmMoWC1QWgouzWSbteJC+yZ+Qx6pMJyamophGPj7+9f7LU3T5MBTf6aFi8mFd/7K7UP+w3HOx8fHkdwFaDVuHK3GjQMgeM0a8mMP4TN6lGOzRMPNjXYPz+HcU0/z8od9aDF5Dl27T8Lo8C7XJZ+D3/1fpfunvPMuhceP03buIxTEH8NwdcXFKKDYuo3Uo95QmkjgP1/HqCZZbJom27dvd1Q0X1oJXVpaTEbmj3TpcjctW3bGyyuE1LRv6dr19wB07Nixbg/vGqYktIiIiIiIiIiI1E78F+DZusae0KZpsmPHDg4dOkRWVhZFRUUAdO7cmcLCQo4cOcK4ceNwcXEha8dOEv/rvygtS0xm7/nGniAsS0I2KR3DoDAL0k5C2x7OjqZ2kmKhpBACKm7Wl5KSgr+/P25u9Z8aPBf5CX7fH2PXlBDm3jSrwjkfHx+SkpKqvK5Fhw60+E2HSuN+U6ZQmpNDxiefkrvkH5z+cg+dJ/bB/fRKKMqHFi0dcwttNlLefptWEybQ4U9/+nmRzxdB20yK/uMzChIu4n3rrdXGHx8fzzfffFMh5nLZOXGUlubh52f/QKV165s5f34TpaVFuNTUi1poJh/biIiIiIiIiIiIU5WWQvw26DEGXFyrnfb111+ze/du/P39GTBgALNmzcLT05PNmzezZs0a9u3bx6EffyRp6Yv8/+zddXRU19rA4d8ZycTdPSEESEiQEJzi7i0tUii1y627ULd7e0u9lMpXoS1SpIUiLe4eNFgIcXebeCYzc74/JqSkSSAJASr7WYs1yT7bzpCy0nfe8+6Mhx7CzNcX/59+wvXZZynfuZOixd/dwJtqBZ/eptf0qJu7j9bIOml69WyYhV5UVHTd6kGnLHyfbEeJUc983OjDhD9mQreEpFTiOHcu/j//hMfbb1MdE0PyO9spSVRD/oUGffM/XQQqFW7zn/+9sbYazqyELhNRB4ZgPXhwsx9yyLLM3r17sbOzY/DgwXh6euLg4FB/Xas1vZ/2dqagvoNDfwyGCsrKzrXqnv6JrhqEliTJXJKko5IknZYk6bwkSW/UtQdIkhQlSVKCJEmrJEkyq2vX1H2fUHfd/7K5XqhrvyhJ0t/mtL4/FigHyMrKYtq0ac2OWb58Od27d6//o1AoiI6OBuDtt9++Xltt5IknnsDLywuj0digfc+ePXTv3p3Q0FAGDx5c375lyxY6depEUFAQ77zzzhXnnjJlCn37Njwx9sknn6y/5+Dg4AaPfTz//PN07dqVrl27smrVqmu/OUEQBEEQBEEQBEEQ2k92NFTkQ8dRzXZJTExk9+7ddOvWjTlz5jB27Fg6duzIoEGDyMjIwGAwYG9vz65Vqyj87jvsZ0zH78flWIR1xfHee7AZNYq8Dz+k8sQJyvftI+fttzHW1Ny4e7wS506mwwnTDt/snbRc5imwdAJ73/omWZYpLCy8LvWgq2JicEgqIHFYRzo4BTe6bmNjQ01NTX12fGtIkoT9rVMJWL8e884dyY5yoOi7xci1tegyMqm+cIHSTZtwnDMHlYuLaZBBDwc/hqpiiJh71TUSExPJzMxk0KBBDB06lHnz5jWo8VxcHIXGzA2NxnQwp4N9HwAKC/e2+n7+aVqSc18DDJNluVySJDVwQJKkzcBTwEeyLK+UJOlL4D7gi7rXYlmWgyRJmgEsAKZLkhQCzABCAU9ghyRJwbIsG67Dfd0Qsiwjy3KT1zw9Pfn555+bHXvnnXdy552mRxLOnj3LlClT6N69O2AKQr/44ovtvt8/MhqN/PLLL/j4+LB3716GDh0KQElJCQ899BBbtmzB19eXvLw8AAwGAw8//DDbt2/H29ubyMhIJk2aREhISKO5S0pKOHHiBNbW1iQlJREYGAjARx99VN/n008/5dSpUwD89ttvnDx5kujoaGpqahgyZAhjx47F1tb2er8NgiAIgiAIgiAIgiC0RPx2QIKg4c12OXz4MNbW1kycOLFBtmlkZCTZ2dmEh4eTf/AQ20pKqH72GTzuu6++jyRJePz3P1RfjCX9oYcxlpaCLKPPzcPrww+QlM1nX98QCgX49IW0Izd3H62RddKUBX3Z30VFRQU6ne66ZEJnLFuMTgV2UyY3ef1SImd5eXmDDOPWMPP2wvf7ZWRODCV36Q7yfu6DXFUFgMLGBqf7TPWZ0WbA8tshL8aUve/ffAmOS2JjY9FoNPUxusvV6AooKNiJl9es+p9tMzNHnBxvITNrBX5+D6JUatp0T/8EVw1Cy6Yo66U8eXXdHxkYBsyqa/8BeB1TEHpy3dcAPwOLJNPfzGRgpSzLNUCyJEkJQG+gzR8fvbHxPDFZpW0d3qQQT1temxja7PWUlBRGjx5Nnz59OHHiBJs2baq/VlBQwMSJE3n55ZcJDQ1lwoQJ9cX3r2TFihXMmDEDgPnz51NVVVWfhbx8+XKmTJlCeno61dXVPP7448ybNw+Ab7/9lgULFmBvb0+3bt3QaDQsWrSI/Px8HnjgAdLS0gD4+OOPGTBgQKN19+zZQ2hoKNOnT2fFihX1Qegff/yRW2+9FV9f06dkrq6mejxHjx4lKCioPqA8Y8YM1q9f32QQeu3atUycOBE3NzdWrlzZZFB9xYoVvPHGGwDExMRwyy23oFKpUKlUhIeHs2XLFu6448onlQqCIAiCIAiCIAiCcIMk7QbPHmDl3OTlwsJCEhISGDJkSKNaw2q1mttuuw1Zr4fHHse6ezcOV1cTrtc36Ku0scH7449JvXM2NqNHYx4SQv6HH5L/iR+uTz15XW+vRXz7QvxWqCgEq/bPJG5XugrIj4UuExs0FxcXA7Q5CNwcY0UFNZu3c7izxNjgpj+oaI8gNICk0eB1ewfy9xdjDJqIpmMQNUnJWEb2QmlrC7kxsHImVBbBHUugy6QGgfjmFBYW4uzs3GSt7KysVchyLd5esxu0+/r+i1PRc8jJXYeX5/Q239PfXYtqQkuSpJQkKRrIA7YDiUCJLMv6ui4ZgFfd115AOkDddS3gdHl7E2MuX2ueJEnHJUk6np+f3+obuhHi4+N56KGHOH/+PH5+fgDk5uYyfvx43nzzTcaPH9+q+VatWsXMmTMBeOedd7CwsCA6Oprly5cDsHjxYk6cOMHx48dZuHAhhYWFZGVl8dZbb3HkyBEOHjxIbGxs/XyPP/44Tz75JMeOHWPNmjXcf//9Ta67YsUKZs6cydSpU/ntt9/qH4WIi4ujuLiYIUOGEBERwZIlSwDIzMzEx8enfry3tzeZmZlXnHvmzJmsWLGi0fXU1FSSk5MZNmwYAN26dWPLli1UVlZSUFDA7t27SU9PbzROEARBEARBEARBEISbwGiA7NPgHdlsl6NHj6JQKIiIiGjyevXFOLKen48+OZkR3bqRn5/P4cONcxPNu3Sh46GDeH/8Ec7z/oXdtNso/OYbqurKmN5UvnVlR/8KdaGzT4NsbFQPWqvVAjQokdoeyvfuRVml40xfV3xtfJvscykIXVZWds3rSV7huHbOxP3ll3CYORP3l17EtlcQfNQVvuhnCkDP+QVCJrcoAA2mBFNn58YfshiNejIzf8TRYQBWVoENrjk49MPGJpS0tG+QZWOjsYJJi47ArCuZ0V2SJHvgF6Dz9dqQLMtfAV8B9OrVq+laF3WulLF8Pfn5+TWodVxbW8vw4cP57LPPGtRPbomoqCgsLS3p2rVrs30WLlzIL7/8AkB6ejrx8fHk5OQwePDg+kcnbr/9duLi4gDYsWMHMTEx9eNLS0spLy9vULtap9OxadMmPvzwQ2xsbOjTpw9bt25lwoQJ6PV6Tpw4wc6dO6mqqqJfv36NajtfSW5uLvHx8QwcOBBJklCr1Zw7d67BPa5cuZJp06ahrHuUZtSoURw7doz+/fvj4uJCv3796q8JgiAIgiAIgiAIgnCTFcRDbSV4dm/ystFo5MyZM3Tp0gUbG5tG1/XFxaTMmAGyjOPcu3CdPp24n35iz549VFdX06dPnwYlORXm5vVfu82fT8XBQ2S9+BIBv6xFobmJJQ88e4LSDFIOQOdxN28fLZF92vTq2aNB86UgtJ2dXbsup922Da2VhEe/oc0e/Hd5JvQ1cw8DXTkUJ4NTB1PboU9NdcsnfARBIxrUwr6ampoaysrKmqyVXVS0n5qaHIKDX210TZIkPD2mczHuVaqrM7Gw8GnUR2hhJvQlsiyXALuBfoC9JEmXgtjewKWU2EzAB6Duuh1QeHl7E2P+UqysrBp8r1KpiIiIYOvWra2ea+XKlfVZ0E3Zs2cPO3bs4PDhw5w+fZoePXpQXV19xTmNRiNHjhwhOjqa6OhoMjMzGx2euHXrVkpKSggLC8Pf358DBw7UZyx7e3szevRorKyscHZ25pZbbuH06dN4eXk1yE7OyMjAy8uLqKio+sMGN2zYwOrVqykuLiYgIAB/f39SUlIaZUM3dd8vvfQS0dHRbN++HVmWCQ5uXMBeEARBEARBEARBEISbIDva9OrRvcnLOTk5VFVV0alTpyavVxw4gFxVhe93i3F74QUkSWLcuHEEBwdz6NAh/u///o/mnohXWlvj8dZb6JKSyF+4sB1u5hqozU3BzSOfw6FF0MxZYX8K+RfBwgGsXRs0a7VaNBoN5pcF+q+VsaaGsr17ORoM/X0GNtvPysoKSZLaKQgdbnrNOWN6rSyC6BUQfgf0urdVAWgwleIAmsyEzs39FZXKDmenoU2ONbcwFXvQ6QpateY/yVWD0JIkudRlQCNJkgUwEriAKRg9ra7bXGB93dcb6r6n7vquurrSG4AZkiRpJEkKADoCR9vpPm4qSZJYvHgxsbGxLFiwoMXjjEYjq1evrq8HfYlara4vjaHVanFwcMDS0pLY2FiOHDEVv4+MjGTv3r0UFxej1+tZs2ZN/fhRo0bx6aef1n8f3cTjKitWrOCbb74hJSWFlJQUkpOT2b59O5WVlUyePJkDBw6g1+uprKwkKiqKLl26EBkZSXx8PMnJyeh0OlauXMmkSZPo06dPfcB70qRJrFixgi1bttTPfeLECVauXFm/dmxsLMXFxfTr16++zWAw1P/HfubMGc6cOcOoUc2ftisIgiAIgiAIgiAIwg2UFQ0qC3BuOmEsKSkJgICAgCavl+/Zi9LJCYtu3erbrK2tmT59Og8++CAAP/zwA6WlTZ/9ZT1wAPa3307Rd99TefLUNdxIO7jtG+gyAba9BBnHbu5erqQwAZw6NipFUVpa2iDrvD1UHDqEVFXN8U4q+rj3abafQqHAysqqfYLQrl1AoYLE3abvT3wP+iro+2CbprsUl/pjJrTBUE1+wXZcXUajUJjVt8uyTI3eAICZmSlwrdP9OUsL/xm0JBPaA9gtSdIZ4BiwXZblX4HngafqDhh0Ar6t6/8t4FTX/hQwH0CW5fPAaiAG2AI8XFfm429BqVSyYsUKdu3axeeff96iMfv27cPHx6f+oL9L5s2bR3h4OHfeeSdjxoxBr9fTpUsX5s+fX18Ww8vLixdffJHevXszYMAA/P396x+jWLhwIcePHyc8PJyQkBC+/PLLBvNXVlayZcuWBrWrraysGDhwIBs3bqRLly6MGTOG8PBwevfuzf3330/Xrl1RqVQsWrSI0aNH06VLF+644w5CQxuWRElJSSE1NbVB+Y6AgADs7OyIijLVS1q5ciUzZsxo8GhGbW0tgwYNIiQkhHnz5rFs2bImi8ALgiAIgiAIgiAIgnATZEebyh8om/5/9aSkJFxcXJosxSEbDJQfOID1oEFIisahKFdXV+bMmUN5eTnnzp1rdguuzz+Hyt2NtLlzyX7jDYxVVW2+nWtiZgVj3zV9fankxZ9RQTw4d2zUrNVq270UR9n2HVSZK1BGdMPazPqKfa2trdulJjQqDUTcDSd/gM3Pw553oMNwcGtb+d6CAlMW86XSt5cUFu7FYKjAzW1CfVulTs893x9jyHt7qKjRozFzAaBGZEI366pRPlmWzwA9mmhPAno30V4N3N7MXP8F/tv6bf55+Pv7N/oH8dKnNxqNpkFJjiv9wwkwZMiQ+szmyy1YsKBBRvXmzZubHD9r1izmzZuHXq9n6tSpTJkyBTA9NrBq1apm17W0tKSoqKhR+9q1a+u/fvbZZ3n22Wcb9Rk3bhzjxjVf88jf37/JwwpPnjxZ//Xrr7/e6Lq5uXmDOtaCIAiCIAiCIAiCIPxJGA2QfQZ6zG7ycm1tLWlpac0eSFh1+jRGrRbrwbc0u4S7uzvOzs4kJSXRv3//Jvsora3xX76cgi++pGTFStRu7jg/8O/W3097sPEAjS3kx96c9a+muhTKc8ApqNElrVaLp6dnuy0l6/WU7trJ8Q4yfX2bL8VxiZ2dHcXFxe2z+Oi3TR8ERH0JPn1MWeptVFhYiL29PWq1ukF7bt6vqNWO2NubMrx1eiOzv4niVHoJsgyrj6czt583IKGrEZnQzWlVTWjhz+X111+ne/fudO3alYCAgPogtCAIgiAIgiAIgiAIQrspTIDaikaHEsqyzN69e/n111/R6/WNnvS+pHzPXlAqsRow4IrLBAQEkJqail6vb7aP2sMDjzffwGrQIIqWLsV4lXOzrhtJMpUmyb94c9a/msJ40+sfMqF1Oh2VlZXtmgldefwEcomWqE4SA7yu/HcM4ODgQHFxMXJ71NNWaWDGjzBmAdy1Hiwdrz6mGQUFBY3qQdfU5JKfvx03t4koFKZc3q3ncziZVsL707oR6e/AN/uTMchK1GoHdLUiE7o5ot7BdbZ161aef/75Bm0BAQH88ssv1zz3+++/f81zCIIgCIIgCIIgCIIgXFFe3ZPLbl0bNFdUVLB7t6ker0ajwc/Pr8nhZTt3YtmrF8qr1CEODAzk2LFjZGZmNjvXJU7330/a3Llo163D4Q9nbd0wLp0hYfvNWftqChJMr3+o4X2p5nZ7BqHLtm9Hb6YkpbM9XRy7XLW/o6MjtbW1lJeXN1m+pdWsXaHvA9c0hSzLFBYWNvq5S89Ygiwb8PW5u77tx6g0vB0smNrDCzsLNfcvOc7PJzIINHMRmdBXIILQ19no0aMZPXr0zd6GIAiCIAiCIAiCIAhC25SkmV4dGgboLpVUuOOOO+jQoQMajabR0JrERHSJiTjMmnnVZfz9/ZEkiaSkpKsGoS17R2IeHk7Rd99jf8cdTdaavu5cgiF6GVQVg4XDjV//SgrjQVKCQ8ODIrVaLdB+QWjZaKRsxw7OdVDR068fSoXyqmMcHEzvVVFRUfsEoduBVqultrYWZ2dnZNlIaupXSAoVmZk/4uIyCgsLXwCS8ss5nFTIA6M7ckhbjqu3DZH+Dryy7hxfjLVFoRSZ0M0R5TgEQRAEQRAEQRAEQRCE5pWkg8YOzBsGLktKSgDT2VRNBaDBlCULYDNixFWXsbCwwNPTk4SEhKuWapAkCcfZd6JLTaUyKqoFN3EdOHcyvebH3Zz1r6QgzvShgcqsQXN7B6HLtmxBn5vL/g619Pdsupb3H106+K/d6kK3g+zsbMBUmzw5eSGJSe+RkPA/9PpS/Hzvq++36lg6koWSRVIl06ITmXQqno9n9yTM246jaVBdnXezbuFPTwShBUEQBEEQBEEQBEEQhOZp08Hep1HzpSCivb19s0PLtm3Hols31G5uLVoqLCyMzMxMzp07d9W+NqNHo7Szo3jV6hbN3e5c6oLQBX/CutAFCeDUsVHzpSC07VVKo1yNLMvkvvsemU89TYW/K8eCpRYHoe3s7JAkiaKiomvaQ3vKzs5GkiTU6hiSUz7Fw2Ma/fvtI6LnKuzsegJgNMqsj84iONQZvQzP+LtTbZQ5UFbJaxNDKamxoUaX3z61rv+GRBBaEARBEARBEARBEARBaF5JOtg1HYS2srLCzMys0TVjVRUF//cV1TEx2Iwa1eKlevfujZeXF5s2bSI9Pf2KhxQqNBrspk6lbMcO9AU3oQyCvS+ozP98hxMaDVCU2OhQQjAFoW1sbFAqr14240oK/+8rihYvxn7mDL5+tAPebh1xs2rZBw0qlQo7O7s/VSZ0VlYWLi4uFBRuwczMhc6d3sLCwgt7+171fY6nFpNTWo25hxVOahVP+bvhY27GurxiunraUqW3Q0KHwVB+E+/kz0sEoQVBEARBEARBEARBEITmNZMJXVJSUl/f948yn3yK/I8+wnroUOxvn9bipRQKBZMnT0av1/Ptt9+yaNEiampqmu1vf8cdYDCQ8fAj6NLTW7xOu1AoTYHeP1sQuigJ9NXgGtLoklarveZSHOX79pH/8cfYTpqI7QvPcKwomgGeA1o1h4ODw58mE1qWZbKzs/H09KSsLAZb23AUisYfrPx6JguNWkEKBgY6WKOQJKa42rOvuIwSgxEXe08AdDpRF7opIgjdDqytrRu1ZWVlMW1a8//ILl++nO7du9f/USgUREdHA/D2229fr6028sQTT+Dl5YXRaKxv02q1TJw4kW7duhEaGsp3331Xf+2HH36gY8eOdOzYkR9++OGG7VMQBEEQBEEQBEEQhJugqgRqSpvNhG4qCF2bl0f53r04/etf+HzxOcpWln5wdXXlscceY/z48ZSUlHD69Olm+2oCA/D68ANqEhNJuWM6hvKKVq11zVw6Q96FG7vm1WTXvV/uYY0utUcQunj5j6g8PPD4z3/4JeEXao0trwd9iaOj458mE7q0tJSKigrc3R2prEzCxrph8F6WZYordGw6m0Pvrm7k6vQMcjAdqDjFzQGDDOvzivF3NR1emFuSdcPv4a9ABKGvgSzLDYK3l/P09OTnn39uduydd95JdHQ00dHRLF26lICAALp37w7cuCC00Wjkl19+wcfHh71799a3f/bZZ4SEhHD69Gn27NnD008/jU6no6ioiDfeeIOoqCiOHj3KG2+80egfjJSUFIYMGXJD9i8IgiAIgiAIgiAIwnWmrcsu/kMmtMFgQKvVNlkPumzLVpBl7KZMbvOyNjY2REZG4uXlRVRUVLPxFwDbsWPx+b8vMRQXU/rrxjav2SZuoVCaAVV/joAqADlnQaE2BcgvI8vyNQehDSUllB86hO3YsaxP/Y0FxxYw0GsgfTz6tGoeBwcHKisrqa6ubvNe2sulQwkdHCsBIzY2DYPQc749So+3tlNQXoNboOm9G+hgSkgNsTInwtaSham5dPAMACA2M/nGbf4vRHWzN3BNNs83/YfVntzDYOw7zV5OSUlh9OjR9OnThxMnTrBp06b6awUFBUycOJGXX36Z0NBQJkyY0KJC+itWrGDGjBkAzJ8/n6qqKrp3705oaCjLly9nypQppKenU11dzeOPP868efMA+Pbbb1mwYAH29vZ069YNjUbDokWLyM/P54EHHiAtLQ2Ajz/+mAEDGj8WsWfPHkJDQ5k+fTorVqxg6NChgOmE2bKyMmRZpry8HEdHR1QqFVu3bmXkyJH1p5iOHDmSLVu2MHPmzBa+uYIgCIIgCIIgCIIg/KWU1AWh7XwbNJeWliLLcpOZ0KWbNqHp3BlNhw7XvHyfPn1Yu3YtiYmJdOzYuMbxJRY9e6Lp3JniFSuxnz4dSZKuee0WcavLNs49D/4Db8yaV5NzFlw7g6phSYmKigoMBsM1BaHLduyA2lqKB4bw5uGX6e/Zn4+HfoxS0boa05diS8XFxXh4eLR5P+3h0qGEGk0uANbWofXXYnNKOZBQwK09vRjZxY3lxkq8zdX4mZveW0mSeD3Ii4kn49kn2dMHSMm/wWVh/iJEJnQbxMfH89BDD3H+/Hn8/PwAyM3NZfz48bz55puMHz++VfOtWrWqPpD7zjvvYGFhQXR0NMuXLwdg8eLFnDhxguPHj7Nw4UIKCwvJysrirbfe4siRIxw8eJDY2Nj6+R5//HGefPJJjh07xpo1a7j//vubXHfFihXMnDmTqVOn8ttvv1FbWwvAI488woULF/D09CQsLIxPPvkEhUJBZmYmPj6/f/Lp7e1NZmZmq+5VEARBEARBEARBEIS/kGYyoS89Gf3HIHRtZiZV0dHYjhvXoukrayt5YvcT3LLyFib+MpG18WuRZbn+mqW3JTY2NuzevfuK2dCSJOEwcyY1Fy9SdSq6hTfXDty7ml5zrp6EeEPIMuScAffwRpe0Wi3ANQWhSzdtRu3jw6sF32OrsWXBoAVolJpWz3Pp5+bPUJIjJycHJycnqqriUKnsMDf3rL+26lg6aqXEy+ND6BHszO7iMqa6OjT4kCPSzopJrvZ8lVVOhWyFq+UNLgnzF/HXzoS+Qsby9eTn50ffvn3rv6+trWX48OF89tlnDB48uFVzRUVFYWlpSdeuXZvts3DhQn755RcA0tPTiY+PJycnh8GDB9d/cnT77bcTFxcHwI4dO4iJiakfX1paSnl5eYPa1Tqdjk2bNvHhhx9iY2NDnz592Lp1KxMmTGDr1q10796dXbt2kZiYyMiRIxk0aNAV72Pq1KkkJyej0+lIS0urLy3y+OOPc88997TqPREEQRAEQRAEQRAE4U+iJA1U5mDl0qC5uSB06bbtANiOHdPslAajgcd2P0ZFbQWVtZVcLL7IhMAJpJSm8Nqh1/jxwo94WXsRlRNFRW0FEY4R+Kf6c+LECSIjI5ud127CePLef5+Czz7D55uvb0w2tLUbWDpDbjs/qd9W5blQkX9dgtD6/HwqoqLImdqPC8VH+GDwB9ib27dpLtu6OuGX9nQzFRcX4+TkRHnZTmxsQup/bmr0Bn45lcmoEHccrcz4OCUHgwx3ejo1mmOcsx0b8kooNwumu3Ptjb6Fv4S/dhD6JrGysmrwvUqlIiIigq1bt7Y6CL1y5corlrPYs2cPO3bs4PDhw1haWjJkyJCr1ssxGo0cOXIEc3PzZvts3bqVkpISwsJMj41UVlZiYWHBhAkT+O6775g/fz6SJBEUFERAQACxsbF4eXmxZ8+e+jkyMjLq6z9fCpKnpKRw9913N+gnCIIgCIIgCIIgCMJflDYd7LzhDwHd4uJiFApFfTDxkrKdO9B07oyZT+ODDC9Zl7COfRn78LP1o7i6mA8Hf8hwv+EYZSM/XfyJralbSShJYLjvcEKcQlgTt4b83Hy2bN9Cp06d6tfMz8+ntLSUDnVlPxRWVtg98ghF//sfpb/+it3Eie38ZjRBkkzZ0Lnnr/9aLXGpbG0ThxKWlpYCbQ9Ca9evB4OBVf45hDiFMMp/VJu3aWlpiUqlqt/TzSLLMsXFxQQE+FJecRFvr9kk5pfz1q8xxGSVUlJZyx2RPhhlmeXZRQy0t8bfonHmt5tGDYDOKgIzMxFubYoox9EOJEli8eLFxMbGsmDBghaPMxqNrF69ur4e9CVqtbq+NIZWq8XBwQFLS0tiY2M5cuQIAJGRkezdu5fi4mL0ej1r1qypHz9q1Cg+/fTT+u+jo6Mbrb1ixQq++eYbUlJSSElJITk5me3bt1NZWYmvry87d+4ETGVGLl68SGBgIKNHj2bbtm0UFxdTXFzMtm3bGD16dIvvVxAEQRAEQRAEQRCEv5iSNLBrHFAuLCzEwcEBheL30JK+sJCqEyexGT68yamOZh9lT/oePj31Kd1durNxykYOzDjAcD9Tf4WkYHrn6SwevZjfbv2N/w78L3d2uZOl45ZSHVxNTW0NS1YvwWg0UlNTw9KlS1m6dGl9idLMzEy+z87i4ITxZP/vHfQFBe3/fjTFrSvkXQCD/sasdyXZp02v7o2fuNdqtajVaiwsLFo9rSzLlPy8BsK7cFCdwpSgKde0TUmSsLW1vemZ0BUVFdTW1mJrm4/RWEN6RSDjPtnPqbQSBnV04dnRnRgU5My+4jLSq3XMbiILGsDNzBSEtvT8N0Ednr2Rt/CXIULz7USpVLJixQomTZqEjY0N41pQ+2jfvn34+PgQGBjYoH3evHmEh4fTs2dPFi9ezJdffkmXLl3o1KlTfRkQLy8vXnzxRXr37o2joyOdO3eu/yRr4cKFPPzww4SHh6PX67nlllv48ssv6+evrKxky5YtDdqsrKwYOHAgGzdu5JVXXuHuu+8mLCwMWZZZsGABzs7OALzyyiv1j768+uqr9eVABEEQBEEQBEEQBEH4GypOhS6NSzvk5ubi7u7eoK18926QZWxGNA5Cr0tYxysHX6n/ftHwRS0ul2GltmLhxIU8VPgQqgwV6zauQyErKC0txdnZmTVr1hAWFkZMTAySJJFpbU1Up2Cy33iTrq+8jIuraytvupXcw0BfDUWJ4NLp+q51NXkXTB8amDfOdtZqtdja2rapTEnVqVPoUlI4+a8BqBVqxgW0rOb3ldjZ2d30TOiSkhIAlKqTKGotWHLSAxcbA2sf7I+r7e8VBpZlFeKoVjLWpekscre67OfcGlGKozkiCN1K/v7+nDvXsNh8eXk5ABqNhq1bt9a3/7HfHw0ZMqQ+s/lyCxYsaJBRvXnz5ibHz5o1i3nz5qHX65k6dSpTpkwBwNnZmVWrVjW7rqWlJUVFRY3a165dW//1tm3bmhx77733cu+99zY7t7+/vyjFIQiCIAiCIAiCIAh/B1XFUFUETh0aNNfU1FBUVES3bt0atJft2InaywtN584N2s8VnOOtw2/Rx70PD3Z/EAmJrs7Nn43VFCu1FU9PfpoPl34Ip0xtvXv3ZtCgQfz000/ExcXh4ODA9OnTOXr0KIeAZGD/558zYtQo+vXrd/1qRLuFml5zzt78IHRhPDh3bPKSVqtteymOdeuRLC35zjmWYb7DsNO0/XDDS2xtbUlKSrrmea6Fqba5kerqQ9g7DuXA9gruHRDQIACdr6tla0Ep93o5o1E0XVTCSqXEUqkgTyeC0M0RQei/sNdff50dO3ZQXV3NqFGj6oPQgiAIgiAIgiAIgiAI16yoLkDo2DAInZ+fD4Cbm1t9m6GkhIqDB3GYNatBsNdgNPDaoddwtHDkvcHv4WDe8CDD1gh3DWfK5Cm8u+9dggxB3N//fmxsbBoly40cOZKePXuS/e67HCkqYtu2bZSVlTFq1KjrE4h26QxKDWSdgrBp7T9/S8kyFCaCT98mL2u1Wjp2bDpAfeVpZcr37qUmogu5nGZ8wPhr3SlgyoQuLy/HYDCgVCrbZc7WKi4uxt4hB4OhhOyaAdQaZEaGuDXoszqnmFpZbvJAwsu5manI0/0JSrL8SYkg9HW2detWnn/++QZtAQEB9Qf5XYv333//mucQBEEQBEEQBEEQBEFoUmFdEPoPmdC5ublAwyB06dZtyLW12E5qeBjghsQNxBXHXXMA+pIpQVPwt/Xnnq33sCxuGfN7z2/UR5IknJ2dcXr7bRxfepndcfEcBszyCxg6+85r3kMjSjV4dIPMk+0/d2uUZYOuvMlMaL1eT3l5eZsyoWvi4tDn5nJ6nC8WKgv6e/Vvj91ia2uLLMuUlZVhb2/fLnO2VnFxMR4emSiV1mxLCMDJqpQevg1/Tn/KKaK3nRXBVubNzGLiZqYW5Tiu4C95MKEsyzd7Cy02evRooqOjG/xpjwC00NBf6WdCEARBEARBEARBEP4SihIBCRwCGjTn5uZiZmbWIKCp3bgBsw4dMA8JqW87k3+GRacWEe4czmi/0e22re6u3RkXMI618WvR1jR/sJ2kUuH5v7cZf+tUfAsL2Rd3kcyzZ9ttHw14RUB29M09nLAg3vTaRBD6Uu3ltgShy/ftA+BnxyRu8b4FjVLT9j1e5tJebmZd6OLiIuztM7CyHcjOiyUM6+yKUvF7tnxmtY7YimrGOl/9fXPVqEUm9BX85YLQ5ubmFBYWiqCjUE+WZQoLCzE3v/InUoIgCIIgCIIgCIIgtEJhIth5g7rh/2/n5OTg5uaGoq4+ri4jk6rjJ7CbOLG+3MVrh17jzk13UqmvZH7v+e1eBmNu6Fyq9FX8FPfTFftJCgUO06Zx25NPoq6tZeOqVdcnpuTVE2orIT+2/eduqcK6ILRT4yB0YWEh0LYgdMW+/Rg6+JJspmWE34hr2uLlbG1tAVOZkJulqioBlaqcL4+4oDfIzOzj2+D63qIyAIY42lx1LjczFbmiJnSz/nLlOLy9vcnIyKivPyQIYPpwwtvb+2ZvQxAEQRAEQRAEQRD+PooSwTGwQZMsy+Tm5hIWFlbfpq174tt2wgQATuefZm38WqZ3ms6TEU9ipbZq960FOwQzwHMAy2KWMbvLbMxVV05MswsMZICTE7vLyzmxcSO9Jk1q3w15RZhes06Ce+sOXWw3BfGgtgJbzwbNer2eHTt2YG1tjaenZzODm2YoL6fy1CkSR3dGoyzkFq9b2m27NzsT2mAwoFbHAZBXE87mxwfh79zwZ3VXUSkeGjWdr1KKA8DVTE2FwUiF3oCV6ubUuP4z+8sFodVqNQEBAVfvKAiCIAiCIAiCIAiCILRdURKETm3QVFBQQE1NDa6urgAYq6spXrEC6yFDMPP2QpZlPj7xMU7mTjwV8RSWasvrtr37w+7nnq33sCZ+DXd2uXqt54EPPcTJV17h4LFjRFyWtd0uHAPB3A4yT0DPu9pv3tYoiAfnIPjDfe3du5fc3FxmzpzZ6qfIK48eBb2ezW7Z9Pfs365/n+bm5piZmd20ILRWq8XeIYu8cleGd+3aIAB9uKQcNzM1+4vLGets16KfFTeNGoA8nZ4AEYRu5C9XjkMQBEEQBEEQBEEQBEG4ziqLoKoYHBseSrhjxw7UajWdOnUCQLt+A4aiIhzvvQeAA5kHOJ57nH93+/d1DUAD9HLvRS+3Xiw+u5gaQ81V+ystLYlwcKBYqST2ZDsfIihJpmzozBPtO29rFMY3KsVRU1PD4cOHCQsLq/87a42Kw0eQNWZEOZUw0m9ke+20np2d3U0rx5GWFo+dXR4XCjoxMMi5vn1bgZappxIYGHUBrd7QolIcAK5mplxfUZKjaSIILQiCIAiCIAiCIAiCIDRUlGR6dfo9CH3x4kUuXrzIkCFDsLOzQ5Zlir7/HvPQUCwjIzHKRj45+Qne1t5M6zjthmzzgW4PkFeVx/x98ymqLrpq/163345lRQX7tm1r/9rQnj0hNwZ0le07b0vUVkFJeqNDCWNiYtDr9fTu3btN01YeOUxBsAuo1dzi3X6lOC6xtbW9aZnQCYnLUSiMnNH2pJuPPQBJlTU8HJNKuLUFMz0cCbY0b3EQ2s3MlAktgtBNE0FoQRAEQRAEQRAEQRAEoaHCRNPrZZnQ+/fvx8nJib59+wKgS0lBl5yM/e3TkCSJTcmbuFh8kUd6PIJaqb4h2+zt3pvHez7Onow9TP91OjqD7or9LTt1IqysnOyaGi6cOdO+m/GKANkAOe08b0sUxANyoyD06dOncXR0bNM5Wvr8fGriE4jyrKSPRx/sNK0/1PBqHBwcKCwsxGg0tvvcV1JYmIG11Q5ytL44O/ZFrTSFSBel5WIEvg0L4IPOvuzr0xl7dcuqGbvWBaHzavTXa9t/aSIILQiCIAiCIAiCIAiCIDRUGA+SAhz8AKiuriYzM5PQ0FCUSlO926ro0wBYRkQQVxzHB8c/oLNjZ8YGjL1h25QkifvD7ueDwR+QU5HD/sz9Vx3T/47bsSspYdPqn6hpz1IQXj1NrzejJEfuOdOre3h9U0lJCSkpKYSHh7ep/nXFkSgADniUMsJvRLts84+8vLyoqamhoKDguszfnDNn30alrmFJzK0MCHIBTIdu7i0qY4ijDT7mZq2e01GtRC1JIhO6GSIILQiCIAiCIAiCIAiCIDRUEAcOAaDSAJCSkoIsywQEBNR3qTp1CoWNDTE2pczdPBcFCv478L8opBsfbrrF+xYczR3ZlLTpqn3thg1jVGQk5WoV299/v/02YeMOtt43JwidcxbUlqYDEuucP38egPDw8OZGXVFF1BFqrTSkuisY6jO0Xbb5R5cytDMyMq7L/E0xGmuprd1DsbYLF8sC6R3gCEB8ZQ2ZNbUtLr/xR5Ik4WqmIk8EoZt01X8VJEnykSRptyRJMZIknZck6fG6dkdJkrZLkhRf9+pQ1y5JkrRQkqQESZLOSJLU87K55tb1j5ckae71uy1BEARBEARBEARBEAShzfLjwOX3g+ySk5NRqVT4+PjUt1VFRyOHdOSR3Y/hbOHMsnHLCHYIvhm7RaVQMcpvFHsz9lJRW3HV/qF33omPQsk5nY6Kc+fabyNePSGznQ89bImcs+AWCgplfVNCQgKurq44Ojq2acrKw0e46K+mh3sEThZO7bXTBpycnDA3N7+hQejMzH0olTXk1fTGTKkg2M0UdN5bVAbAYIe2BaEBRjnb0cnKol32+XfTko+m9MDTsiyHAH2BhyVJCgHmAztlWe4I7Kz7HmAs0LHuzzzgCzAFrYHXgD5Ab+C1S4FrQRAEQRAEQRAEQRAE4U/CoIfCBHD+PaCclJSEr68vKpWpPq6hvJya+Hg2WyWiVqj5YsQXeFh73KwdAzA+cDw1hhq2p25vUf8BkyZSbWHB0S++aL9DCr16QnEyVF79kMR2I8umOtTuYfVNOp2OtLQ0OnTocIWBzdOlp1ObmUmUV+V1K8UBoFAo8PLyuqFB6JSUDRiNCk5qe9LZw6a+HvTuolI6WGjwtdC0ee7/BXvzsK9re231b+WqQWhZlrNlWT5Z93UZcAHwAiYDP9R1+wGYUvf1ZGCJbHIEsJckyQMYDWyXZblIluViYDswpj1vRhAEQRAEQRAEQRAEQbhGxSlgrK3PhC4rKyM/P5/AwN9LPVSfOQOyzHGXMt4f/D7eNq0/+K69dXPpRpB9EO8ee5eLRRev2j84PBw7lYpzSFTs29c+m/CKML3eyGxobTpUa8Gta31TamoqBoOhzUHoisOHATjrLzHC9/oFocFUkiMvL4+amprrus4llVVRVFR4cSxHRain6bDFKoORwyXlDG5jKQ7h6lpVpEeSJH+gBxAFuMmynF13KQdwq/vaC0i/bFhGXVtz7X9cY54kScclSTqen5/fmu0JgiAIgiAIgiAIgiAI16qgLoDrbApCp6WlAeDv7/97l2OHMALefYfRy73XDd5g0yRJYtHwRViqLJm3fR45FTlX7K9QKOgzZAiFLs7ELlqErNdf+yY8ugMSZBy79rlaKues6fWyQwkTEhJQqVT4+fm1acrKI0cos1XhHByOm5Xb1Qe0QnpRJdnaqvrvL9WFzsrKatd1/shorCU//yAqVT4KZQSl1QbCvExB6O8yC6gyykxytb+ue/gna3EQWpIka2AN8IQsy6WXX5NNzyy0y3MLsix/JctyL1mWe7m4uLTHlIIgCIIgCIIgCIIgCEJLFcSZXp07ApCXl4ckSbi5/R6MTNmxjlQ3iYcHPHszdtgsL2svvhr1FdX6al7Y/wIGo+GK/bv16IFCkohTqShatuzaN2Bua8pITjt07XO1VM5ZQAK3kPqmxMRE/Pz8UKvVrZ5ONhopP3yEaF8j/b0HtONG4UB8AaM/3se0Lw5TqTMF/b28vJAkiaSkpHZd63JFRYc4eGgQZ87ehSxLVGkGA9DVyxZtrZ6FqbkMdbShr731ddvDP12LgtCSJKkxBaCXy7K8tq45t67MBnWveXXtmYDPZcO969qaaxcEQRAEQRAEQRAEQRD+LPLjwMbDFFAFcnNzcXR0rA9oRl3YhnNCIYYBPfC19b2ZO21SoF0gL/Z5keO5x/n89OdX7GtlZUWnzp1JCwoi+933yHrhRYzXWhbCfwCkHwO97trmaamcs+DUAcysACgvL6egoKBB+ZTWqIyKwlhczBk/6OfRr122eDyliKdXn+ae74/iYqMhs6SKj7abPuywtLQkMDCQs2fPtltt7tLSs8RefIUTJ2dyJGosp6LvQqWypSB/MhdiZpBS2wGVQiLYzYb/y8inRG/ghcCbW9P87+6qQWhJkiTgW+CCLMsfXnZpAzC37uu5wPrL2u+STPoC2rqyHVuBUZIkOdQdSDiqrk0QBEEQBEEQBEEQBEH4syi42OBQwry8PFxdTYetFVQVsGnZWyhkuGXmnysL+nKTOkxicofJfHXmKz468RFG2dhs3+7du1OtVJIyZzZHYi+Q993317a4/0DQV0HWDaoLnXu+QT3oS4f8+fj4NDeiWfkLPyXtvvupsrcgtpMlYS5hVx/UBJ3eyP/tTeRcppZjKUXM+OoI22JyuLWHNxseHsisPr58eyCZ81laAEK7hlFSUsLCDUfIK63m053x3PLubi5kl15lpcaqq7M4FX03OTkbkGUjlpb++PnOw9npQy5csKVPn0mcyy6no5sNGpWCn3OKGepoQ7iNZZvuVWgZVQv6DADmAGclSYqua3sReAdYLUnSfUAqcEfdtU3AOCABqATuAZBluUiSpLeAS0Vx3pRl+QYeFSoIgiAIgiAIgiAIgiBckSybMqG7zwRAp9NRVFREeHg4x3KO8dy+57j3bDFGV0dsu3a7yZttniRJvNH/DcyUZiw+t5gTuSd4pe8rdHLs1KhvUFAQ1tbWHC8vh27dsNq8GZeZM1Da2bVtcd/+pteU/eDb9xruogV0FaaDJLvNrG/KyMhAoVDg4dG6zF7t+vUUfP45dpMn8Uq3M3RyC0StaH05j0qdnn8vPcH++ALMlAosNUp8HC1Z9/AA7CxM8z0/pjNbzuXw5sYYPpzenae3FdBfVnD42Ek+PlKELINGpeDfS0+w4ZEB2FuatWhto7GWs+ceQ5b19I5ch6VlAACyLPPNN99gZ2eHf3AoUev3cWdfXy5UVJNWreNxv/atey00dtVMaFmWD8iyLMmyHC7Lcve6P5tkWS6UZXm4LMsdZVkecSmgLJs8LMtyB1mWw2RZPn7ZXItlWQ6q+/Pd9bwxQRAEQRAEQRAEQRAEoZXKskFXVp8JnZ+fD0CxqpgHtj+Aq96SXmkqnEaMwfTw/J+XUqHklb6v8NaAt0gvS+fuLXeTUZbRuJ9SyZ133smsWbNQKZUUWlhQ+O3iti9s5QSuoZBy8Bp230L5sYDcoB50ZmYmbm5uraoHXZOcTPYbb2IZGYn84iNcrM1oUymOpPxybvviMAcTCnh1QggDOzpjNMp8NScCW3MFBkMlAHYWap4aGUxUchGTFx2koNKAh18g4VZlzIz04d1p4ayY15ccbTVTPjvI9weT0embz2a/pLBwD6Wlp+jU6Y36ADRAcnIymZmZDBo0iPVnctEZjMyI9GVzvhYJGOVs2+p7FVqnxQcTCoIgCIIgCIIgCIIgCH9z+RdNry6mjOG8PNMRYJ/EfcIArStvfV0JBiN2kyfdrB22iiRJTAmawo/jf0RC4rl9z1FrrG3Uz8PDg+DgYNw9PNAGdaBo2TL0xcVtX9h/AKRHXf+60HkXTK+upiC00WgkMzMTb2/vVk1TtNgUdLd/501ePPQyCknBQK+BLRprMMr8dDydu787ythP9pOjrWLx3ZHcOzCAxXdHcuSF/pRlPcjuPV3Ys7cbFy68QE1NPjMifQh2s6a4Usfns3vSv3sIuppqnrrFkzt6+dDT14Gv5/bC3tKM1zfGcPuXh0gvqrziXgoKdqFUWlPOYPbH59fXmN67/wA1qPnsTC0/Hk0jws+BTu42bCnQEmlnhYtZ6zO+hdYRQWhBEARBEARBEARBEATBpCDe9FqXCZ2bmwsK0NeW8NCKUhSSAv/ly7Do9uctxdEUL2sv3hjwBmcLzvL9ue+b7+flRaFGg6GqiqIlS9q+YKexUFsJp39s+xwtkXcBVBbg4A+YMtd1Ol2rgtDG6mpKN2/BetRIHjvzGqfzT7PglgX42/lfcdxvZ7J5fcN5Jn56gGd/PkNaYSXTI3347bFBDOlkqiEuyzKJ8S+xtVgm3/kpvLxmkZ3zC6fP/AulQuKHe3uz5sH+DOrogpubqSTGpQ8+AAYHu7Du4QF8OTuCpIIKRn+8j892JzSZFS3LMoWFezG37sf0r48z59uj3LX4KMdiEklNTiJG78b+hGKSCyqY2duX1KoazpZXMca5jWVXhFZpSU1oQRAEQRAEQRAEQRAE4Z+g4CJo7MD694BguVk5Txx1Qi7JxfunrzEPCbnKJH9OI/1GMsRnCIvPLWZa8DQczB0a9fHy8iIqKgr9mDEUL12G0z33oLRtQ6mGwKHg3Rv2vgvhM0Bt3g530ITc86asdYUS+P1QwtYEoct27sRYXs6mzpWczDvJu7e8yxj/MVccs/RIKq+sO4e1RoW3gwWfzOjOpG6eSJKE0ainRHuCqpoCcrNXs7ewkE+k16EAhjraMMojEvesZykpicLDoS8edhYAuLi4mG4pN5eQP/yMjenqTqinLW/9GsN7Wy9yLlPLolk9USp+LwlTXh5DjS6Xn+O9McoyT48M5uv9SSxKOYq3QkHfPr15IdSL385kMyHcg6fjM9AoJCa72rf4vRLaTmRCC4IgCIIgCIIgCIIgCCb5F8ElGCQJWZbJyM6gpraA0INZOM6d+5cNQF/yRM8nqNRX8tWZr5q87uXlBUD18GEYy8spXr68bQtJEgx7GUoz4cT3bdxtC+RdqC/FAaZ60BYWFjg6OrZ4Cu369RhcHFjELu4KuYuxAWOv2H9HTC6vrj/H8M6unHp1JFueuIXJ3b3qa4THxDzNyhMvMfCcJU8Xj+Rb1Qt0sNDwcqAH58qreCHbm4WKF0hL+7bBvGZmZjg6OjbIhL6cj6MlX93Vi5fGdWHzuRze+jWmvtwGQEHBbgB2JXfgs1k9eXR4R9b/qwf+yiLKrH15YnQofQOdeGtKV85XVrMmt5gHfFzxMm/ZoYeXk2WZk9tSWffRSS4cysZQe/V61f90IggtCIIgCIIgCIIgCIIgmBTEgbOpHnRhYSG6Kh1eOYWgVuP80IM3eXPXroN9B6YGTWXZhWW8dOAliqsb1n12dHTE3NycPFnGesgQir7/AWNFRdsWCxwM/oNg/wega+McV1JZBOU5DQ4lzM7Oxt3dvcWHRuoLC6k4eIiDYSr87AJ4IuKJK/YvqtAxf+0ZQjxsWTSrJ2plw9BieUU8h/Mu8J7iLew11uSpQikyalgU4scjfm5E9w/lUV9XTsnhnCuMoaIiqcF4Nzc3UwmYK/jXLYHcOyCA7w+l8PX+JKprDaTmF5Cds46Mcn+6ePkzIMgZgNgzJ1AqJN6aNxULM2X9HG8lZuFqpuJRX9cWvU+Xk40yu5fFcnhtIkVZFexacoE1752grKi61XP9k4ggtCAIgiAIgiAIgiAIggBVJVCea8qEBlLTUgHoHVeC9YABKK2t22UZWZZZklnAkswCCnT6dpmzNeb3ns+/wv7F5uTNvH7o9QbXJEnC09OT1NRUnB74NwatluKVK9u+2LCXoSIPjjadeX1Nsk+bXl27AGAwGMjLy8PDw6PFU5Rt3wEGAxsCirg79G7UiuYP6Ks1GHl53Vm0VbW8f3u3BkHdS3YkrOYd6TUczcxZHxFKVL9QDvbpQg9bSwCUksR93i4ogL3SCLJz1jYY7+rqSlFRETrdlQ90fHl8FyaGOXPwzDc88NV/WLbtISorU1h9cSz3DwoEoKqqipMnTxIWFoad3e91n0+WVnBEW8Gjvm5Yqxrfw9WkxRRx4WA2PUf7cs+CgYyZ15WSvEp+XnAcXdWN/3n+qxBBaEEQBEEQBEEQBEEQBMGUBQ31hxKeijuFnhrc0wuwGTmy3Zb5JDWX5+IyeC4ug4jD5/klt2E2clGFjrMZWmoN16fEgbnKnMd6Psa/wv/FrvRdXCi80OB6165dKSgoIMvaGqv+/Slc/B3GqwRFm+XbF4JGwoGPoar4qt1bJfpH0NiCT18ACgoKMBgMuLu7t3iK0q1bKHa1oMLHiQkdJjTb70xGCWM/2c+mszk8MSKYLh6N62THFafyTNEgrJUSa3oE421uhqVSgZ+FpkE/d42aEU627JdGkZW9EVn+/e/50uGE+fn5jeav0BtIrKymsiqTrOwVzAh8kbtCVjOnyxL6epxgfeIYKohgeGdTdvPZs2epra2lT58+Deb5JqMAG6WCmR4tL1nS4L3YlY6lnRm9JwYiKSQ69HRl3IPhVGp1JJ8paNOc/wQiCC0IgiAIgiC0WWlBHqUFTdftu1xFSTErXnmWg6vbWFdREARBEITr7w9B6Iy0DMyqipCUSqyHDb2mqSsMBj5KyeHWUwm8k5zDNDcHdvQKpqetJQ/GpPJkbBqrsgt5fu1per61nYmLDnD3d0ep0hmu9a6adWeXO7Exs+HL0182aA8PD8fGxoaDBw/ieO+9GAoLKdu2ve0LDX/FVI5j1RzQ11zjruuU50PMOug+CzSmDPXs7GyAFgeh9YWFVEYdZVdQNTO6zESj1DTZr1Kn58FlJ6mo0fPNXb14aEiHRn0MsswjMfEYULEq3Bdfi6bnuuROTyeKZSuO6Nwp0Z5ApyvCaNTj6moKIDdVF/pfp08wICqWkMOpzLloZLV+LF4h3xPZ6xdCurzPXSNf5+u7eqGoO6zw5MmTuLu74+npWT9HXEU1G/KKmeXh1KYs6OKcCtJiiuh6ixdK1e9hVa+O9ljZmZF0qnHwXDARQWhBEARBEAShTWSjkVWvv8A3j9zPrx8voKayssl+laVafnrrJbLiLnB219YGB8gIgiAIgvAnkn8RlBpw8EdbpoVK6JBdgmVkJCoHhzZPe1xbwZCjF1mQnEO5wcBjvq484eKEXS38EOpPX5WGNdlFPB6bzvKcYmb29mX+2M4cSizknu+PkldWjcEoU1pd2443C7ZmtswJmcOu9F0si1lW365Sqejbty/Jyclo/f1Q+/pSvHJF2xfy6AaTP4OU/bBlfjvsHDj5Axh00Ou++qacnBxUKhXOzs4tmqJs+w4wGokKUTI1aGqz/T7aHkdmSRULZ/ZgRIhbk/WmFyYlc0bnzGN2Z+ls733VtYc72uJmpmSvNJrz559g/4FIoo6Ow2iMRq1Wc+zYMYqLf88cj9XmsavUjAHKaMbblaG2Ducn/QhGX7Tlh2I33N2nEBngTJm5gohD5/nP2XiycnLo2bMnRllmT1Epc88mMfhoLGYKBfd6t+w9+qPTuzJQqCRCB3k1aJcUEoE9XEk9X4iuWpTkaIrqZm9AEARBEARB+GvKToijND8X/+4RxB05iJW9A0Pvnteo3/Fff6EoK4OwYaM4u2sb+anJuPoH3oQdC4IgCIJwRXkxpnrQCiW7z+4GwCcpC5sHHmjzlMe1FdxxOhEXtYp1PYKIsLFk4c54Ru0+hVEGW3MVpdV6JEDq44J5kB3/GR6KUqnA3dac59ecYeSH+9CoFOSX1/DqhBDuGRDQTjcM93W9j7iiOBYcW0BeVR6P93gcpUJJREQEu3fv5vSZM/SZfgd5771PdVwc5sHBbVuo23RI3gtnfoJx74Oi9Vm49fQ6OL4YAgbX1+8GUxDazc0NhaJlOaelW7aQ66zCK7w/blZuTfZJK6xk8cEUZvb2JdK/cfkKWZb5MCWX99JK6SMfYl6nMS1aW6WQmO7uxKK07uTVKgn1nktR0X7Onvs3Q4dNJCHhBPv3f4OZWThdu87mw8xC1PjwYVhf/Bw6A5BUWcN/k7L4b1I2iZU1PB/ozoPnksmprmFRTS22fUaSoHbg7KHz5Ov0OKtVPO7nxhxPJ7zMzVq0z8sV51QQcyCLkIGeWNo2Ht+hhwtn92SQdr6IoIjWH3j4dycyoQVBEARBEIQ2iTtyAIVSxYTHnyN8xGhObf2V/LSUBn1kWebioX34hfdgwPQ5ACSfOn4TdisIgiAIwlXlxoBbVwCi46JBNuJYVITNiOGtnupiRTXPXUxnxulE3MxUbOjZEXe9xLQvD/PprgRu7enN/LGdGdLJlSX39mbX04OZ6epAuVrikLYCgCk9vNj0+CAi/R3o6evAkGAX3tgYw/82XUDfTvWizZRmvD/4faZ3ms53577jsd2PUVFbgbm5OUFBQcTExGA7ZQqSWk3J6p+ubbHAIaArMwX7r8W5n6E0E/o/Wt8kyzI5OTmtKsVRcTSKA8EGJnec0my/X89mYTDKPDIsqNG1rGods88k815KDoPkPbzlloqVVcsTDWZ6OGFEQYrfj3QKfpU+vTfh7T2XqqqNeHmdwdzCCoVqDz/HfcKWCm9GWWbVB6ABAi01fBPqz5N+bqzMKSLiUAypOj3jzhzmX1UFhNlakaEz0N/emi9D/DjRP4T5gR5tCkADHFqTgMpMQe8JTX8I4tHRHgsbNYmnrl6q7p9IZEILgiAIgiAILSLLMkaDAaVKhSzLxEUdxL9bDzSWVgyYPoeLhw+w/atPueO1d1CpTSerZ8fHUpqfR//b78TK3gHXgA4kRx+nz9Q7bvLdCIIgCILQQGURlGWBawi1xlqK8orwq1BiFdYVdSsOugMo0xu4PTqBMr2Rkc62vNrBk7z8SmZ9fQSFQuKzWT0ZH+7RaNzbjh3Ycvg832bmM8jRBoAOLtZ8MzcSAINR5rUN5/i/fUmcSi/h05k9cLXRcCG7jCBXa8xUbcu1VCqUvNz3ZTrad+R/R//H/Vvv5/MRnxMSEkJsbCzZFRVYjxhO6caNuD73LAqztgUx8ak7IC/tCLiHtW0OoxEOfmL6sCBoRH1zSUkJ1dXVeHg0fl+bUrZ9B5JR5kyYDc/4NF/ve8u5HLp52+Flb1HfllhZzdtJ2Wwr0KLEyN2KVUzWnCak05pW3UqApYYB9tZ8ll6EJKm439uFTsGv4uw8jCqFM98V2rIuLYtMVDgrqpkfckujOSRJ4vlADya62vN5Wh5SRioeVaXMHzOsxRnhl6uKLaLyZC72EzugtDFDX1RN9tIYcsp0pGRU0m9qhyazoAEUColB04OxdjBv9br/BCIILQiCIAiCIFyRLMvERx3k8M8rqC4v4673P6MkO4uygnwG3DEbAAsbW0bc/xC/fryAbV9+gpWDIxXFRdTW1KBSmxEU2Q+AwB69iPrlJ6rKy7CwtrmZtyUIgiAIwuVyz5te3UI5knUE2yobXLNTsR05stVTvZ+SQ75Oz+d+nuRnlLG1OJPPdydga6Fm1b/74u1g2eQ4c6WCuZ7OfJSaS0x5FSHWFg2uKxUS/5kSRk9fB1765RzjPtlPFw9bDiQUMC7Mnc9m9WyyXnFLTe88HTcrN57Z+wx3bb6L9/q/h1Kp5MKFCwy49VbKNm+hfNdubMeMbtsC9r5g4wHpUdD7X22bI2EH5MfCrV/DZfeak5MDtPxQwqLNv5LlKNG932TMVU0HTTOKKzmToeX5Mb9nH6dW1XDrqXgqaqsZIe9glLwRP3MN3cIXo1JZtfp2Pursw6sJmSxIzuGztDzu9HTiX969mXc+hTNlefSytiboxGEeCO1IR5vG5UAuCbG2YFGIH98e3gGtKElyOdkgU7IhEUNRNVVJWvROFkgZZSgNMq5A33H+dBvhc8U5OvZquqyJIMpxCIIgCIIgCFdQmJnO6jdeYONH72DQ66koKWH/j9+z67sv0Vha0SGiT33fTv0G0W/aTC4c2MOJ39aReOIoCccOE9CzFxpL0/9sBvbsjSwbSTpx9GbdkiAIgiAITakPQndl6/mtqGR1XSmOEVce9wfRpZV8m5FPQKXMk18d4+1Nsbz1awwKhcSy+/s0GYCWjTJGo+ng4n/7uGCrUvBucjaHisv5JiO/0aHGt/b0ZuOjA3C21nA6vYSxXd3ZdDaHRbsSrvkA5CE+Q/hq5FeU6kqZu2Muzt7OxMTEYNmvHyo3N0p+Wdv2ySXJlA2dFtX2OWLWg7kdhDY8SDA7OxtJknBzu3oQVF9URM2xExzuDLd3av7ptK3ncwEY29UU2D5aUs7Ukxeo0JXysvE5nnEtYELk1/TrtwtLy7bV6fa10PB9WCBbIoIZ5WzH1+n5RB6OIbq0kq9C/VkX2ZkRSj0Xz5/DYDCg1zd/6J/RaCQ3N7fF2eB/VHkmH0NRNVpvG8q1OvTJWvKqDeR1sEcJBDtqUCpFKLWtRCa0IAiCIAiC0KTyokJ+evNFDAYDI+c9QtehI9n9/ddEb/0VgElPv4i5tXWDMf2mzcLZ1x/3wI6YWVhydtdWOvT6PVDtHhSMrYsrFw/vJ3Rw6+tLCoIgCIJwneSeA0tnai0ciEmOIZxw3B0cMPP3b/EUF8qrmHk6EQeFkswjGdzdz4+HhwWhkCSsNSrM1abD+GRZ5tzeTMqKqlEoJC4czqa6ohYHdyucPK24LciC7wpK2VJQCkCIlQX9HRr+zhHkasOvjw1EpzdiaabksZXRfLA9jp2xeUzu7kmwmw0d3axxsda0Oju6p1tPVk1YxexNszmtO4271p2ikhLspkyh8OuvqUlIQBPUuEZyi/j2hZh1UJoFtp6tGyvLpkzoDsNAqW5wKScnB2dnZ9RqdTODf1dx6BCSUaY0sjMdHTo23adGz/IjqXR2t8Hf2YrFGfm8FJ+JM3m8qv6BSWHvY28X0br9X0F3W0s+D/HjCT83Pk7NZYijDeNc7AHo2rUrW7du5Z133sHW1pYHHnigyfssKipCp9O1KQgt642U7U6nRqNkz7kiQgZ6Ej7MGxe1EjsXC/I+j6YiKhvrAZ4Yy2opXBqD9SAvLMNdrvXW/zFEEFoQBEEQBEFoRF9by4YP30ZXVcXM/7yPi68/AAPumE1y9HGC+wygY+/+jcZJkkRwnwH130dOuq3x9b4DOblpPVVlpVjY2F7X+xAEQRAEoYVyz4NbCMdyj+NcZIFSr8e3FVnQx7QVzD2bhLlCgeu5EqwtzXhhXJf6wPPljqxLIjXtc/RVTmhT+uIb6oijpzVFWRVkxZfgcrKGDiPs6WZhzi6Nns/TchsFoQHUSgXquszUD+/oRr9AJz7fk8AbG38/+M/NVsOADs48PqIjfk4tLxfhbuXOYz0f4+3dbzOGMSQlJdHzrjmUrF5N1vwX8F/xI1ILAr6NXKoLnbATes5p3djcc1Ce06AW9CU5OTn4+fm1aJqUnRvRmcPA4XPr23bF5rJg80X8nCzpHeDI6QwtyYUVLL+vD+fLq3gtIYtIVRIPGhYwLHIDGs31KTsRbGXO5yEN7yM8PJzExEQsLS05c+YMe/fuZUQTP5utLUlyiaFcR+HSC+jzKjldoSdijB99Jgc2+PDCqq8HxavjqDiagy5Ziy69jKJVF1HamqHxt2vDnf7ziCC0IAiCIAiC0MjBVUvJjr/IxCfn1wegAcytrbnv46+Q2lBn75LO/W/h+Ma1xB89TPjwNtZUFARBEASh/RgNpjrDEXezK30XXmWO2JeVYD9+3FWHbi3Qsjlfy7q8Yjw0asZVqfg2uYR3p4U3CkAXZpVz/LcUMpIP4z9iHQA9J9Xg7X0b1tY+KBQaZFkm8WQ+bhuSKMkrobCLOTvCjJwrKqerY+NA9CVqpYJZfXyZ2duH/PIa4nPLicst42RaCdtictkek8v7d3RjdGjLA5QTAiew5NwSanJriE+Mp3fv3ri/9hqZTzxBzn/+i9v851FYWFx9ost5dAf3cNjzDnS9Dcyaro/dpIQdptcODZ8mq6iooLS0tEUZwLIsoztylNgANbcHjgHAaJR5e1MsJZU6ag1GtsWYynA8MaIjEYGOjDkeh51Sz721b9I1+KnrFoBujpWVFbNnm84hUSgUHDp0iLCwsEalR7Kzs1EoFLi4tC47uXBNPNVppRyv0GPXy61RABrAspsrldH5lKxPACNY9fOgJr6EwqUxuD3WE6Wd5tpu8h9AFDIRBEEQBEEQGkiPOcvxX38hfMQYgvsObHT9WgLQAK4BHbB38+DImpWc3LyRWl3NNc0nCIIgCMI1yjgGtZXIrqHsSd2NpLLHzcwM9VXqCydWVjP3bDLbCrWMdLLj9mo1326NZ1I3T27r6d2g77l9maz+zzFSzxXSYchO1CoHvLzuJDtnGceOT+XQ4WFkZ5vqLQdFuHLnG315YNEQHujsgUov8/DBBKr1hqveiiRJuNqYMyDImXsGBPDpzB5sfnwQgS5WPLjsBOtOZbb4bVFICl7u9zI5mhziEuMwGAzYjhmN4913U7JqFUkTJ1GTnNzi+UyTKmDMO1CaAQc/ad3Y+B3gFga2DYPNrckAzrt4GuviatR9IuoPJNx8LoeEvHJenRjKrmeGsPuZIXw2qyePDuvI52l5XKio5j7j53ja+OPtdWfr9tzORo4ciUaj4ddff8VoNNa3y7JMeno6rq6uqFQty7k1GmWit6dSHlNIRo0R33EBDJ3ducnyLZJSwmlWZ9SuligdzbEbG4DTXSHItUYKV8QiG66tFvk/gQhCC4IgCIIgCPXy01L49eMF2Lu6M3jOfddlDUmSGPXvR7G0s2f39//HsvlPkJuUcF3WEgRBEAThKoxG2DIfrN2JcQ/GOaEao1KJb0jIVYeuyS1GAnZFdmZ8rZqFW+KY2M2TD+/ohlLxeyDvxJYUDqw5RofRn9NzzlcYVMfw9b2fzp3epF/fXXQNXYjGzJWYC8+SmbWifpxSqWDoqACeUtty0Rrm7r+I7rLAY0v5OFqyYl5fegc48tTqaFYcTUOWZaLTS9BW1l5xbHfX7vQM6Ymkl1h2dBkAbvOfx2/pEoyVlWQ8+BCG0tLWbch/AITeCvvehUOLTLWer0SWTf1SD0Jw46fIWhOEPvHbYgB6jb8XMAViP90VT6CLFePDTMHtAGcrxod7kFGj45PUXAaZJdJdPkRIyHtIUuPyKjeSlZUVo0aNIj09nZ07d7J582ZOnjzJ0aNHSUtLIywsrEXz6GsNbP36HGd+ScRMkugwzp9eY/1RXOHgQYW5CtdHeuD2WA8UZkrUrpbYT+2ILqUU7ZZWfhjxDySC0IIgCIIgCAIAhRlprH59PgqFginPvYqZeSsfL20Fn9BwZv/vI2578U10VZWsfvNFKku11209QRAEQRCacWopZJ2CUW+xM+cI3TPsAQgYOfKKw2RZZk1OMYMcrMnJq+C5n8/QN9CRD27vhuqyQF5BRhnHN8XQYfQilNZn0RYkgc6ZuO0V7FnyDad+3c+RpaeIWe1JVYEdcbELqNU1/J3gycGBTMuFvegYduAC+4vK0BtlMqp1ZNfoWnSblmYqFt8dyaCOLryw9izDP9zLlM8O8u9lx5GvEgSeO9BUO3nnqZ1U66tN80VG4r3wE3QZGWQ99/xV52hk0kLoNA62vQSfhMPaeXB8McRvh9jfIOr/IOWAqe/u/5r6dZkIg55uNFV2djZ2dnZYWl65tEdlbSXaA/vQOpjRoavpabcdF3KJzSnj4SFBDT44AHgjIQsFBu6oeYfAwKewtmr6EMMbrXv37vj5+XHw4EGOHj3Khg0b2Lx5Mx07dqRfv35XHW80GNn85TmSTuXTO9KU7e/Us2UlRiSVAoX575nWVj1csernQfn+TMqPZrfthv4hRE1oQRAEQRAEAYB9y78DYMab72Ln2roDXdrKv1tPpr38H3545mGOrFnJsHv+fUPWFQRBEAQBKMuB7a+Ab390IZNZt3oUc6r9yDIacfHxueLQY9oKUqt1PB3gzoeb4rC1UPPl7AjMVKYAdGlhFZkXSzi9OxGvAR8jmaWQuNmb6nwXlCoVCuUpdFVV6HU1OHh44ejlTU1aLyycd7J52Qx8vR9FrdFgaWdPQPcI3h0XgsPyM6zwM3L7aVP2qk6WUUkwx9OZFwI9sFVdOUvX0kzFt3N78b/Nsey8kMutPbxYeyqTn05kcEev3++3Rm9AKUn1wXRbW1tsnGyw0drwc9zPzA4x1Se27NUL12eeJu+dBZRt3YrtmDEtf+81NnDHUoheBvHbIHE3nFnVsI+kgMj74ehX0H02TPrUVM7jD/Ly8hrVR27Kd8e/ZEB8DaoJI5EkCVmW+XRXAr6Olkzu7tmgb3JlDZsLtNyq2IyfjSe+Pve2/N6uM0mSuP3220lNTSUoKIiLFy8SFxfHuHHjUNS9P7IsU11RS3lRDYWZ5Wjzq9DrDLj625KXUkra+UIGz+qES0YpOjsNSoe213S2n9ABfWE1JesSsQhxQmlt1l63+rcigtCCIAiCIAgC2QkXSTp5jAHT59ywAPQlTl4+hA0dxentm+g+egKOnl4NrpcXF5GTGI+tswsufgFN1ukTBEEQBKGVZBl+fQr0NTDpU7ambsPjYgGlNt1wd3CoD+Y1Z0VOERYKiU5GJc/F5fPMqGDsLU3BN21+JT8vOEFNdRkekV9g4ZJIzpGOjLzzPwT06HXZFmSMBj1Klbr++4O7ZiH7HiNq03vUlqvQ2OsYVPEmnQcM5tX7etDnx1g2ZxSR7mZG/64uFDuqWZJVQHq1jiVhASiu8nuCSqnglQkhvDIhBKNRJr24kjc3xrD3Yj56o5H43HJSCitwsdHwyYwe9A10AqBn156U7i1lSfQSJgdNxsbMBgDH2bPRbthA7tv/w2rgQJTWzR+e2IhCAT3vMv2RZShOhsoiU/DZyhnWPWQKQLuHw/gPmgxAGwwGCgoK6Nix+SxlWZbZl7GPc78uYZgefKeaguh74vI5m6nlnVvDGmSvA3ybmY8SI0MNv9C50+KbXobjj6ytrQkNDQUgPDyc8PDw+msGg5FtX58nKTr/9wGSqbyLQZ8OQNdbvAgd5En2f9MxD7K/pt8vJaWE7TAf8uOK0aWVYRHi1Oa5/s5EEFoQBEEQBOFvTDYaqa4ox8LGtvk+ssyh1csxt7ahx5iJN3B3v+t3+yxiD+1l1evPM+rfj9EhojcA1eXlLH/xScqLCgHoOnQUI+c9jELx5/ofIUEQBEH4y4nfBhd/g5FvITt1YPmRl5l8wZr4zvZ06dLlikMzq3X8nFPMnZ5OrDySirlawaw+fgDUVOn57bMzWHkeIKDbKmSpjKKzHZn4ryXYurg2mEeSpPoA9KXv+w7+iuMnbid4UgZGow4wsHf1e7gFBuHg4cWEu0MZkFPB7qWx5CxNZfLszgR38OKlhEw+Ts3lYV9XNC08RFmhkPjg9u68vekC57K0KBUSwW42jAvz4Lez2cz6+ggjurgxo7cPXTp3Zu/evVgUWfDsvmf5bNhnKBVKJJUKj9deI2XGTLJffgWvjz5sW0BTksAx0PTnklmr4PDn0G0GqM2bHFZYWIjRaMTV1bXJ69F50bxz9B3OF55nfrwZkoM9lr0iAPi/vYl42plz62WHSMZVVBNTXsWK7EL6cpAQj+HY2oY3OfefkWyU2bXkAknR+fQY5Yubvy2OnlbYuVoiAWkXishPK6PHSF/0+VUYy2sxC7S75nXVntagAF2GCEI3R9SEFgRBEARB+JvKTU5kxavP8vn9s1j7v9cozEhvst/xjWtJOX2SPlPvQHOVWoLXi7WDIzPffA8rewfWv/cfCtJSANi5+AsqtSVMfOoFek28lXO7t7Hl848xGgw3ZZ+CIAiC8Ldx4COw84G+D/L9+e8puXgOn0wVRoUCr6uU4vgyPQ8ZmRmOdqw9mcmtPb1xtDJlQZ/ckoJevReX7t9Qnmsg71Bfxs1d0SgA3RyVyoZu4V9jbu6Bh/tkJMkMp84FbPu/T+vrLju4WzHh0W64B9qya8kFzL5KYJi5Je8m59Bp/1keOJ/CubLKFq3n62TJl3Mi2PvsUHY9PYQv50TwzOhObHx0IPcNDOB0Rgn3fn+cqBwDdnZ2DNIM4mDmQe7achcfHP8AbY0Wi27dcH36Kcq2bKHgs89btG6LmFnB4GfBvvm/j7y8PIBGQehaYy3vHnuXOZvnkF+Vz1sRrxCRAHYjRyEplcRklXIkqYi5/f0xUymQZZlvMvIZdiyWB2JSqTIYGSOv/1OV4WiJ6J3pxEXl0mdSAP1vDaJDT1cc3K1QKCQkhYRfqBO9xvqjVCmojM4DCcyDHa95XYWZErWbFbr0sna4i78nEYQWBEEQBEH4G9JVV/HTmy+izcul59hJZMdfZONH/0OuO1FeX1tL1Lqf+G3he+z78XuC+w0iYtzkm7pnZ19/bn/lv6g0Go78sprze3cSe3Av/W6bSXCfAQyefS8Dps/hwv7d/LbwPQx6/U3dryAIgiD8ZaUfg7TD0Pchlset5sMTH/LwaXeKXU11hT09PZscFlVSzpOxaSzNKuQ2Nwe2RR2ns8M5ZoVdIDdvMyUFKaSmfYdnn28pz7ak7MIwpjzxJVb2Dq3anoWFD/36bick5D3c3SbiEKwlK/E0sYf21fcxM1cx+ckejLovFKVSov+PWbxj48RMDyd2FJYy4ngcL8RlUKFv2wfX1hoVL40PYd9zQ+nt78hza87i5BVAVU4VT4Q9gcFoYFnMMuZtn0eprhTH++7DbvJkChYtonTLljat2Rb5+flIkoSzs3N9W05FDvduuZelMUuZ0WkGG6dsZFBUGXJlJTajRwHw3cFkLNRKZkT6AvBtZgEvx2cy3MmWHREd+Fo9n54OHlhbd7ph93Kt8lJLObIukcAeLkSM9b9iX9lgpOJYLuadHFHZt74edE1lJdnxF0k4doSEY0coyspA7W2NLqO89YdU/kOIchyCIAiCIAh/Q3FHDlJTWcH0Nxbg3TkUtw4d2bzoA5KjT+ATGsaGD94m5fRJbJxdCO47kDEPPYHUwkdXrycLG1u6jx7PsQ1rSDx2BJ+QMHpPub3+et9bp6MyM2Pv0m9xCwyi9+RpN3G3giAIgvAXdWghmNux2taGd46+w+zqHgQdP8GpmUOw1Jhhb2/faMiZskqmn05Eo5AYYKdiZOl/sLDYRUQPyE2D3Lp+LmFQmmYFeeO4/aXXMDO3uKatenvPITtnDZ0mFXE66k08Oy/Hzsl0foVSqaBjpBs+XRzZsDCaou8Tef7V3rwQ6MF7ydl8k1HAzsJSPuzsw0AHmzatr1Ep+b85EYz5ZB97C1X4Go145HiwcsJK9qbv5Yk9T/D4rsf5dvS3uL/1JrrUVLLmv4DaxweLuprF11NeXh4ODg6o1Wr0Rj3bUrbxztF3qDHU8N4t7zEmYAzl+/eT98GH2IwahVX//hSU17D+dBa3R3hjZ6mmTG/gw5QcbnGw5qtODsTFvYi5LgGfzs9d9/23l6oyHVu/PoelrRlDZ3e+akmU6tgijGU6rHq3/iyUwow0fnz5GXRVDbPtu3oPJlTdF0NhNSrna/u5/zsSQWhBEARBEIS/oXO7t+Pg4YVXpxAAOvUbxIEVSzi4ehnIkJeaxKh/P0bYsFE3eaeN9Ro/hVNbNqKxtGL848+hUDas/9xrwlRi9u4k9cwpEYQWBEEQhNaqKIDY3zjW8w7eOv4u0wzdmfx/51EHBpBvbYWPu3ujAF6hTs/c03FYGUt4y/AUdkVadEYLfkqYwqOjJiPlWxAblUBV7Rl0xReRy12Y+/5/UKquPexkaxuGj8+95Ch/ReOUwo6fb2PgqCW4BXSo72NurWb8Q+Esf+0I+1fFM+GRcN7q6M0EF3ueiE1jWnQi93k581IHTyyVrf/Q3cHKjFm9/fhoRxzv9u7BsWPH6N69O4N9BvNK31d47dBr/Bz3M3d0ugPvRZ+SfNs0sufPJ2DNGiQzs2t+D/6oWl/NidwTHMw6iDZFi72jPcsvLGdpzFIyyzMJdgjmvcHvEWgXSMm6deS89jqa4GA83/kfkiTxY1QaOr2Rewb4A/BFeh5FtQae8VJx/PhUamqy6RD4DM5Ow9p97+3BaJTJTysjL6WUkrxKzK3UpJ0vpEKrY8pTPTC3Ul91jvIj2ShszTDv1LpSHLLRyLavFqFQKpn0zEvYOrkgG43kJidwYtkvhHr0RZdRJoLQTbjqvwaSJC0GJgB5six3rWtzBFYB/kAKcIcsy8WS6V+pT4BxQCVwtyzLJ+vGzAVerpv2P7Is/9C+tyIIgiAIgiAAFOdkkRl7noEz7qr/n0ilSkXE+MnsWfINFja2THn2ZTpE9LnJO22apZ09d7z6NhY2ds0+vusdEsbZXdsw6GsbHGgkCIIgCMJVnFsLsoGvpVK6ltkzY1kCSgcHHD/9lOIffqBX796Nhrx38QQ5tWr+p/oKb/u5bD2fzrqL3Xh4UD9OfJtHWWEZti7+eHawJvroWcY9MqNdAtCXBHd8ieCOL3H6xHzo+BP7Ns8hcviz+HacgEJh+j3Ayl5D74kBHPw5gaTofDr0cKWPvTU7IzvzdlIW32QUcFRbwboeQVipWn/A8fRIHz7ZGUeSmT9WVnGsWbOG++67j6lBU9mUtImPT3zMYO/BuDm74f76a2Q8+BAF33yDy0MPtemeZVnmXME5DmYdxEJlQUf7jvTx6MN357/jy9NfUmOowRxzxlWN43jFcWKOxtDTtSfPRT7HEJ8hKCQFxatXk/Pqa1j26YPXRx+isLREpzey9EgqtwS7EORqQ4FOz/+l5zPOUUNt/F3o9WVE9FyJnV2PNu37ejEaZaK3pxF/PJeSvCr0NaYyKyozBfpaU7m50fd3xT3g6ocM1iSVUBNfgu0YfyRlyw+RrCgp5sRv68i6GMPoB5+gY2S/+mvuQcGUFRSiP1VL4elkLLu3rAb6P0lL/kX4HlgELLmsbT6wU5bldyRJml/3/fPAWKBj3Z8+wBdAn7qg9WtAL0AGTkiStEGW5eL2uhFBEARBEAQBtHm5bPnsIyRJQcjghtkr3UaOQ6FUEtx3YKtrM95oHkFXrj/oHdKVU1s2kpuUgGdwl0bXZVlu28n0giAIgvB3d2YVMe5diE05w8IfLZBU5vgu/paEigoAfH19G3TPKMvkxwK4RXma1MLHeHNTIbYWXfjgjm7IUYXEF9cw7sEwvIKtWf7ikzh4etNpwC3XZevhPf9L9MkS5E7bScx8hrTcd/D3/zc+PvcgSRJhQ725GJXDriWxOLhb4ehhhaVSwX86ejPIwYZ7zyXz0IVUvusagKKVvye425kzrLMbP0fn8uPMW1n143JWrlzJnDlzeLXfq0zbOI1/b/83347+FqehQ7EdN5aCzz6n5mIcTvfeg0W3blddo7K2kmRtMtH50ay6uIpkbXKD6/Yae0pqShjmM4zbO92ODz589/V33Nv3Xnw6+hDiFFLfV19URN77H2DZpw++336DVPehwG9ns8gvq+G9af4ALEzNpcpg5FbjUmprS+jZ80dsbbq26r25noxGmfSYIk5sTiE7UYtHkB0h/T1wD7TDI8gOK3sNtTUG9DojlrZXzjqX9UZkg5GSzSko7cywGdB07fMGY2SZE7/+QsyBPeSnJoMs07F3f0IHD2/Ut8+tt3PmxBqMiUZ8+HMme9xMVw1Cy7K8T5Ik/z80TwaG1H39A7AHUxB6MrBENlXgPiJJkr0kSR51fbfLslwEIEnSdmAMsOLab0EQBEEQBEHIT03myNpVJJ04ikKlYuyjT2Pj6Nygj8rMjB5jJrZqXoNWiy4tDcnMDLWbG8q6GpG1OTlUnT6DWYA/mqCgG15P2ruL6X+O0mPO1Qehy4uL2PPD16SdO01NZSWhQ4YTPnwMpfm5eIeEYWl79cwYQRAEQfhbK0yEzON8HzaUeUsSMa+sxXfVMsz8/EjbsgWVSoWHh0d9d4Ohhv+d2UAtfciOtuRYdiGz+/rx1MhgtMll/Hokh17j/Ano5sK2/1tIUVYGt73wBgpF6zONW0KSlPSI+JKc5HNs+e4pnEOLidf/F23pKUK6vIdSac7YB8L4+Z3j/PbZacbMC8PF11QLerSzHW8GefFSfCZvJ2XzcoerByD/6N6B/sz6OpefYquZOnUqP//8Mzt27GDs2LF8NvwzHtrxEPdtvY8vR36J+xtvoHJ1Q/vLL5Rt3YrdlClYDx+GVWRk/e9TALWGWo7nHmdLyhY2J2+mSl8FQFenrrzZ/02G+Q5DkiQOZBzg5/ifGew9mLtCTE+7rVu3DoVCQe9OvXFwaJhgkP/RxxgrK3F/5eX6AHR1rYFPdyUQ6GLFLR1dyKjW8X1mAVOdJCwKVuEb8Hi7BqBlgwwKMBRWU7I5GUkhoQmyx6CtQdbLqBw1WPVyR1I1/XtkcU4FW78+R2FmBRY2akbcE0Jwb7dGiQZm5irMzK+8F0O5jrxF0RhKagBwmNYRSd38z2lZUQEVxcVEb/2N83t34NkphP63zyK4zwCcvH2bHKPWmOP3+EDsXNyuvJl/qLY+G+Emy3J23dc5wKV31wtIv6xfRl1bc+2NSJI0D5gHjT99EwRBEARBEBrT19ay/v3/UFNRQejQkfSedBu2Ltf2CGBtbh6F//clJWt/Qa6urm9X2NqidnenJiEBjKZHH62HDcP7s0U3NPPY0tYOJ29f4qMOkXzqGCU52dRUVSIbjXQZOAQw1cU+u3MrALYubtz24hs4enrfsD0KgiAIwp+K0QjbXiZeY07ByQQiLhpwfvoxzDuZnj5KS0vDy8sLVV3AUpYNHD73Ir/WTCPEUER6ni2/PjqAEE9bcpK0bP3qHDZOleirj/Dzf7+rP6vBv3vEdb8V94CujJj1EWv+8zL+g72AzSDLdO36KbZOFox7MJxNX5zhp/8do8sAT8KHeePkac29Xs5crKhmUVoeHS3Nme7RunrA/Ts4M6evH1/vTyaj2B2DmTdRUVEEBnYgslMkn4/4nEd3PcrsTbP5csSXBM1/HudHHqHgi88pWrIU7bp1yE72BK36idOqbFZfXM2BzAOU15ZjobJgjP8YBnsPJtA+EH9b/wa/W40LHMe4wHH13ycnJxMdHc3AgQMbBaArDh+m5KefcJw7F01QUH37RzviSMqvYMm9vVEoJD5JNR0nOan2W9RqB3x97mnD34ZJVUwhkkaJeQd7AGoLqsj7LBpkUwaypJKQVAqqzhaAAlBIoJeRawzYDPZpNF/88Vx2L41FqVYw6r5QAnu4oGwmWN0SJesTMZTpsB3ph2SmwLJn40BxdXk5Jzat58L+XWjzcuvb+99+J31vm9Hod93S6lpUCglLs9/Dq84+fm3e49/dNRfokWVZliRJbo/N1M33FfAVQK9evdptXkEQBEEQhL+rU1s2os3L5baX3sI/vG31+2SdjuoLF6g6d46a+Hi06zeAXk/l8EhOdlRRUa2ljxSIX5mG2oxMrIcMwWbYUPjtccqOrad4aV8c75rTznd2Zd5dunJ6+ybMrW3o2LsfkkJBxPipOHqach16TbyV/JQk1OYWbP3yE1a+9jz3fPQlFtY2N3SfgiAIgvCnsHcBXNzENwED+NenKag6dsDp7rsB0Ol0ZGdnM3DgQMBUgiAu/j8sKbREJ5mTf7qKEV1c6exmzdk9GRz+JQF95Q7yc6LJT5Rw9vEjYvwUBky/cb8LeHcOZejd/2b714sYGjqLvPzlJKcsIsD/EdwD7Zj1el+Obkgi5lA2MQey6DLAg/63BvHfjt4kV9XwZGwaOTW1POrn2qrSHC+O60JUciEHEwrwdQjCorqQJT+t5/X5TxHpHsn3Y77nwR0PcteWu/hk6Cf0cuuF27PPknBrBF+veJZHfirh0MyxvDBLxszRiVH+oxjiPYS+nn2xULXsMDuj0cimTZtwcHDgllsalj4xlJSQNf8FzAICcHnicQBqDUZ+OJTC1/uSmBHpwy3BLmRW61iZXcSt9mWoin7DL+gFVKrW/45krNZTsi6Byuh8JDMFbk9EoLQxo2j5BSQJLMKdQQbb4b4obMwwFFWjtNeAUqLg67OUH8rCeqAXUt2BkbpqPUfWJXF2TwbugbaMur8rNo5XSXO+isroPKrOFmA72h/boQ0D3gVpKexfuYSMmHPUVlcjy0YCukfQc+wk7NzcsXFywdU/sMGY/LIaZn19hPi8cuws1Kx5sB9BruL3y6tpaxA6V5IkD1mWs+vKbeTVtWcCl/9tete1ZfJ7+Y5L7XvauLYgCIIgCIJQp6q8jKi1qwjoHtGmALRRp0O7di35nyzEUGw6rkNhaYlqYB++6l/JZt1RbMxssFBa8E3VeXp06YFlf0vMVamEFSzhvtpo1F2tSHj/fSx69MAi7MbVEOw+ahwGvZ5+02Zi6+zS6LqTlw9OXqZfTW978U2WvfAEJ379hYEz7rphexQEQRCEP4ULv8Led4gOmUDPxaewqVHg8977SGrToX7Hjh1DlmWC6rJm09K+4kLGWrYrvqWPxoL03Gx6FGv46ol96HV6zM2jqCqNJmL8ZCInTbtpZ02EDhnB0Q0/E7NRS/c7J5Kc/DH5+dsIDn4VB/tIbpnZiciJAZzcmsbpnemkxxQx7sFwvusawDMX0/lfcjYZNTre69Q4E7c5FmZKfn10EJIEKoXExyuq0MZF8d+1R3n9jn50duzMsnHLeGD7A9y79V7MFGYoFUqq9FUEhweT2SmCwDeW8dlqezp++w02gR1bfd+xsbHk5+dz2223YWb2ex1kWZbJfv0N9IWF+H/2GbLGnPXRmXyyI56kggoGB7vw0nhTGbPP0vKQkbml9E1sbcLx8b67ybVkvZHSHalUxxYhG2Sserlj1ccdhbmKmmQtRasuYiitwfoWbyqisilaGQtKidrsCpzmhmDRxanBfCrn3wPt1oO8KPwhhqpzBVh2cyVjbzoXN6cSW6Kj+2Avund1xNJe0+D+rvbknbGyFu3mFNReVph3csRQpqPo53jM/GyxueX3J+JkWebkpvXsXboYMwsLugwcgoWtHcF9+uPiF3DFNT7dZXo/nx4ZzA+HU7j/h+P88tAAHKyuXJP6n66tQegNwFzgnbrX9Ze1PyJJ0kpMBxNq6wLVW4G3JUm69K/SKOCFtm9bEARBEARBADi7cys1lRUMmnV3q8bpMjLInv8CladPQ20tlpGRONx5J+qwEKIMCbx2+HWq9FU8H/k80ztPB+CnqA8wnv8FO72OPXaO2OTEA6BSVWDuHUj6Aw/gv2olZt43puSFs68/ox94rEV93QI60KnfIE5u2kDPsZOwtLO/vpsTBEEQhD+L3PPwy7+p9erJkV2pDE6RcXzjRcw7dwagsrKS/fv3ExQUhJ+fH1ptNAmJ77Hf6mWqKlXYpFcyqrKKyrwd2DiaYajMQJtTQvfRExg85/6behCwUqWi79TpbP3yEww5D9IldCDJyYs4deouQkPew9V1HBbWZgy4LYigCFe2/N9Z1r5/ghH3hPBFdz+8zM34LC2PnraWzPRwuvqCdcwuKwtx7/j+fBQXxfHT51kV4MX0SF+8rL1YNm4Zvyb9Sm5FLkbZiIO5A9M7TcfazJrKwNFkPPQwWdNmYDftNhzvuqvFvz/Jssz+/ftxdHQkNDS0wTXt+vWUbdmCy5NPEmPjyauLDnA+q5TO7jZ8c1cvhndxRZIk8mpqWZ5dyAizWBx1GYSEbEShaDpEWHYgk7I9GWiC7JH1RrSbkynbn4HGz5aq84UoHc1xeaAbGl9b1M4WFK+NR2Glxv7WoEYB6D8y7+SIytmCkvWJ5G1OQVVSQyeg8y2eqLXVFC+PxTg+EJtBpqfcin+KozquGKte7tgM9UahabzniuO5VBzLgWMAiQAoHc0x3mLO7iVfUV5UiEFfS1V5GdlxsXTs3Z+R8x7Bwsa2Re9/amEFP0alMSPSh0eHd6R/kBMzv4pi6Ad7eGhIB/41KFAcjt0MyXSG4BU6SNIKTFnMzkAu8BqwDlgN+AKpwB2yLBdJpnd5EaZDByuBe2RZPl43z73Ai3XT/leW5e+utrlevXrJx48fb/1dCYIgCIIg/APIRiPfPjEPG0dnpr/+TovHVZ0/T/q/H4DaWuxvn4ZFZCQHfSrZmrqNw9mHqaitwM/Wj4+HfExQzgXIOAYOAbDjNajWgqQAlTkykG5hg29pLscCJ2K7KB6lgz1+S5agdvvzHchSlJXJ9089iFuHIPpPm0VAj143e0uCIAiCcH0Y9KBNg9TDsPk5MLNivWIowV/to2LcACI++Lo+UPbrr79y4sQJHnjgAVxcnDh2fCrFNZU8Kn9EhJUFGSviuTV7PQrycfD0xNbZhbBho+nQq0+Lg21yrQFjtQGlTftnihoNBn7+7yuknz/DgOlz6DlhFGfO/Att6SkUCgtcXUYTHPwKarU9FdoaNn95ltzkUnqN96f7aF9mx6RwVFvB2u5BRNhZtWkPX3zxJSnFNayt6Mjy+/vSO+DqtaZ1aWnkL1pE6abNYDRiNWggmg5BqD09MQvwx6p//ybf38TERJYuXcrEiROJiPi9/nb1xThSZ81C06Uzte99xrhFB3G21jB/bGcmhnuiUPw+1+sJmXyVnsd78iMMCJyNv/+DyAaZyhO5lB3IQGmnwX58IAorNTnvH0cTaIfzXFPAW5deRsnGRHSZ5dgM8sJmqC8KjemAP1mW0aWUovayRmHW/KF/siyjq9JTXlxDeXwxpXsykMprqXbU4B9oR3V0PkigdrOiNr8S14e7YyiqpnDZBVSuFtTmVVJiVUCOWxYKlQprB0ccPL2wd/fE8HMBSgs12S6ZlF3IRiNbEFdwlJy8RFRmGuzd3FGoVChVKgJ7RNJn6h0tPmBblmX+teQ4BxMK2fvsEFxtTWVCzmVqWbAllv3xBax7eADdfexbNN/fkSRJJ2RZbvKX7KsGoW8mEYQWBEEQBEFoXnL0Cdb+7zXGP/YsnQcMbtEY7caNZL/yKkoHB8w+fotcVzUrL65ke+p23CzdGOQ9iIFeA+nv2R+LwmT4aggYTKeI4xYGd/wAZtawdCrkncd471bKlk3lkBpqOz5FpzdXonJxwXrIYJAUqD3cqb4Yhy4pCfOuXbG/43bMg4Ov35tyFef27ODg6mWUFxa06n0TBEEQhD81bQYc+cL0QbFLJ9j7LpSkmq559yatyyMUz5tPfpATw3/eXV+G48SJE2zcuJG+ffsyevRokpI/IiXlM/a5fs//5dswIENHtz37sCrfw4h/PUa3EaNavTVDqY78b8+iL6gyBS2H+V4xQNkW+tpatn35CRcO7KHr0FEMveceCgq3UloaTVb2T6jVjjg7DcHBsT9ODmPYszyOuKhcrOw1hN3egYdriyjVG/i/EH/8LTX4mLcuWL5r1y7279/PQcv+FNXA7meGYGOubtHY2txcipctp2zbNmqzs5F1OgAcZs3C7ZWXGwWi16xZQ3x8PM8880z9IZK61FRSZs9GUijx+3E5927O4HRGCbueHoKLjabB+EKdnl6HzxPJUZ4yX0PvyA0oFGaU7kildEcaai9r9EXVyFV6JLUC2Sjj9mQE6svKaMiyDDJIitZl/NbWGIg9nM3pXelo86rq29UaJX2ndKDrYC8kWaZkYxJmPjaYd3Ig9+OTGCtrkZQKlE4a9hb9jFO+C51sI9lftpai6mxqKioAcNJ4McJzNvGq05yM34KDhxeSJOHk44tfWA869R+EuZV1q/Z8uSWHU3h1/XleHt+F+wc1rBOtrawl4j/buW9QAC+M7dLmNf7qRBBaEARBEAThb0ZXXcWa/75KSW428z7/DqXq6v+jU7p5M5lPPoVlr14ceXgg/4lbBIBKUvFYz8eYGzoXhVSXCVJbDV8PhYoCuG8blOWAZ3dQ1/0PSLUWss9AwCAMP99LxcXfGODlwjOaifT//CDGykpkgwG5uhqFrS2aDh2ojo1FodHgv3IFZv7+1+eNaQGDXs/K156jJCeb21/5LwVpKZQW5GNmYUHnAYOxtLW7aXsTBEEQhBbT6+DEdxC3BVIOgCwDMhj14NIZ+j4E9j7IXn05MHkYZvlafNavxdPHFCDLycnhq6++IiAggBkzphGf8AbZ2T9h4Tqdu4tmEKxQEPLN97hVxeLsG8Jd7y5oVZkBQ5mOyuh8yg9mYqysxTzYgapzhZj52OA4szM1CSUYSmtApcDMxwaNny1SXZkLfXE12s3JyLVG1B5W2A73rT+4rjmyLHNo9TKOrF1FUGRfJjwxH6VKRWnpGRKTPqSs7By1tcXY2ITSMehlKnKDOLQ2kfy0Mrwm+vKCbRXFegMA7wR7c7eXc4vvNTMzk6+//ppu/Yfy5K5yHhkaxDOjO7V4fP09GI0YCgsp/HYxRd9/j8Ps2bi99GL9+67T6XjvvfcICwtj0qRJGCsqKPzuewoXL0ah0eC3bCk7Ky15aPlJ3pgUytz+/o3W+F9SNgtTc1ggP8Gknh9gb98LY7We7HeOoQm0w2lOF4yVeipP5lKbU4mZnw3WvT1afS+XMxplTm5JJXpnGjUVelz9bQnq6Yq1owYrew2OHlaYWzX9u6y+qJqKYzlUJRZzJGM9ScknGf/gs9jsVSGZq1A5mqMOsqHaq5aqX7NR5BjZUvgdPSdOotfEW9tUGqO0upYPt8VhplIwONgFSzMluy/m8+XeRAZ0cGLx3ZFNzjt38VGSCyrY++yQf2xJDhGEFgRBEARB+BspLy5i7TuvU5CawugHHyd08PCrjqnNySFp0mRkHw9+fCyUX1I2MMxnGLNDZuNl7YWntWfDAWd/hjX3wYwV0HnclSc/uRQ2PMIX/Wbzec4+JnWYxOQOk9EozXDXWWLt5I5CrcaQnknWzDko7ezwW7kClcPNOcQIoDAjnaXzH8NQW9ugXaFUMerfj7boPRUEQRCEG666FOK3gTYdTq+E/Fhw6QIdhkHfB0xPK+WeB9++oDQF9WIWvIr03U+cfnwUMx78pH6qDRs2cPbsWR599P/ZO8swOa4zbd+nsLl7mEEaMYMlM1OMIcex48SJgxvmDWyySTa7oQ1nww444MRxEjuGGGTLbEuWLGaNYJhnmqHofD9qJFmWZMuUL9D3XH3VdNU5VdXV1VWnnvOe530bnZ0fZSK5ivb29/Ij6wpuHBjntbf+hrbBXVQ0n8o1//1+zGDoWXfNHspR2DaGEtRRgioTt+5BFhz0xjAVr56O0RKlsHWUsd/tQDoe9+PQiMIc/KhotcIkcVkHbrJEakUXeBKtIoA9mCO0uJbIaU04I3mCc6sR+rEF6XV33c4Dv/wxM085g4ve+xHUyWhhKT2Ghm6nc8/XKJUGqag4hVBwGr1rl7Hz0QBubQBrfoz7Y5JNhstNizo4rSJ6XF+LlJJf/OIXjI6O0tt4JvfuHOehj59N3aRdw/NFSsnwV7/mC9HXvom6j30MYRhs3bqVm2++matOP52a/fsZ++UvcUdGiV54IbUf+yiyoZHzvvkQYUPjjvefhvYM4b6rUOKM1dtY4j3G11rSTJ/uu+amH+whffd+at+3CKP5+D7z8VLM2az4+Va6t47TvqCaJRe0Ut8Rf14ibWZ8lFu/9kVGu7u49MOfYPqyk8lvGCZ9fzcIcIYLKBEdL2sTPbuF+IXtL3h/O4czvPPXT9E1lkcRYLu+bioEnDurlq9dsZDKYyQgvGlNN5/402bueP9pzGv61wxqKIvQZcqUKVOmTJky/yTk0ylu+vwnyYyNctmHP8mURUufs45XKtH9treR27yJj1wHo1U6V8+6mg8t/RDaMZLQ8Kd3wJ6V8LFdoDzHkNnMIHxjFvKsT/KjRJwfbPzB4culJCAlRUXhzc5yLv32GoILF9Ly85+hGP//soh3rl3NeF8P7QuXUNHYRHp4iPt+9gMGd+/iDf/zjefMjF6mTJkyZcr8TXAsWP8r2PMAdN4PzqSNQaINLv5fmHHhMatmV62i+7rrWL0gwOt+/QgRw7cisCyL73znv5i/YDOmuRspJbNnfYmRyIVcuHYXSzq3cfZ9vyNY+Wre8pVrCMfNY24D/OR1qTv2HjZPbwxT+fqZ6HW+z7LjeqiKYNO6Ab62YhePJXMIAW9Y2sJ1zVVEHunHGSsC+NHSV81EqwqSvr+b9Iqug+vVaoJEz2xBqzQx2uNHtYR48i9/5JEbf0nr/EVc9uFPHmbB4LoFuruvZ2j4TgqFHhQlQGPiR2x/QGOsP0eqZHP9WTGyUZUfzmrloqbn9ncGP7L8xz/+MTPnLeSz6wxO7qjmZ28+Af05IriPhZSS4a98hfEbfgWqSmDmTB495WT6k0ku/dOfUaQkuGQJtR//GKHFiwH4+aP7+K87tnHDW5dz5oyaI9b5po27eGR8gu8FvsHFy3+Nqpo440WGv78evSlKzVvnvaB9PRb7N43ywG93UMzanHHVDOZOJhh8PnRt2sCd3/0atlXi8g9/6oicHlJKso/0kVs7SOy8NkILjvzcx4PlePx2dRdfuWsHEVPjB9csYVZDjE29SSzHY3ptlNaqZ++IGc9ZLPuf+/i3M6fy8QtnvaD9+EenLEKXKVOmTJkyZcr8A2MXi/Ru30LX5vXsWv04hXSa13zq87TMmf+cdb1Cgb6PfozsypV853IFLjid/zn1f6gKPku2cteBr0+DGRfBq394fDv5swvBysK7H2P3xG6SpSQFp0B/tp/GPY9wyrqbuH756/n+4MN8Lnsuc793D4GZU4nN1NDmnkX40mvRqo4/K/3LRT6V5Fef+ABmMMS1//t/B6OnypQpU6ZMmf8vuA788S2w/XZItMK082Dh1VA3F4xnT6JX3LmTzuuuZZA049//FFcuvvbgsg0bNrB9x0epq+ujqekNNDZcgROYwaVP7WY4k+Utv/oqYeN0rvn8W6lpefbIWGe8yNC3nsKcGqfitTPw8jb2YI7g3GpKSLb2p/ivO7azsSfJDHOcOrsXWwlywSteSc9Enhse348ETmqv5JRYiDee2k6iJXYwUlZKSW71IAhQIzrJ2/bipvx8FeGTG0hc3nHUqNotD6xgxU+/jxkKsfCCi1ly8SsJRg7/LIVCN2ufuhIhVBbM/yGx2AKKOZsHHuzm06UJBhMqn6qu5gMLWo7jy4K77rqL1atXUzVtId/YovO6pS187YoFL9iaQUpJ5r77yG/dyuqtW9nQ0MCMrm5e8YoLiZxzzmGJoIfSRV7x7YeZ3RDjt28/PGnkcMnmK/sGuHFgnKv5DV9Yei2x2AKc8SIjP9mEV3KpfdcC9PoXlpjxaOxdP8JdP95MVVOEc988m5rW44+wlp4HQtC7bTN/+vLnqKhv5NIPf5KqpuP7Ho5rG1IiJUzkLW5c3c2vVnUxkilx5owa/vd1C6iNvrAo9nf+ai3t1WE+ffG/pi90WYQuU6ZMmTJlypT5B2X7Iw9w389+iFXIo+kGTbPncuKrr3xOAVpaFoNf+hKp225H5vNcf4FC4fIz+dbZ38JUnz2aia4n4BevgNfdAHNfdcxiQ/vTrL+3G+lJFkVup6Hzq/D+dVDVcXjBm94E229D1szmO9OWkt11J+8otFOd2Yqq+sl3ciMB8jM/QeVb3o4aix3PoXnZ2P3k49z2jS9x2Uc+xYwTT/3/ui9lypQpU+ZfGCnh1vfAxhvhFV+Bk9593FWTf/wjA1/8ImnD5advbeSH77oTXTnkufvb336O+obf0N7+PqZO+RDDhSLv3tnLmmSW1956PW3jEc778IeZv6T+Obc1esNWSnuS1H3kBLSE38YYzZZ4/43rGd+3nqvUB8gb1ZxZOc6c0btRmNShTvswnPOf9KVL3PRkN/duG2LHYIYp1WG+d/XiY9oZSMfDmSiSWzVA9rF+QkvrCMysIDi76gibjsHOXay65Sb2PPUkgVCYU1//JhZecPFhAm02u5ONG99OyRqhru5SQqEpNDddQ0+35G1P7WF7jcaVBPnOWTOeU0x2XZc77riD9evXo9dM4fqeSt5/7kw+cv6LS8r8l7/8hfXr1zOrqYlLL7uMSP3h38tQushV3ooOdgAAe/ZJREFUP1nFcLrIH999CrMb/LZUwSnxnc7N/HgQbAnny7/yqbYEMzo+gLRdhr+/ESdZouYd8zGaXnjCvmcy3JXmlm+so7Ixwqs/shjtOBJRSinZ9vBKNt77V0a69qEHgzilErGaWl7/ha8e0YHwYtg1lOEDv1vPjsHMwXlnzKjhulPbOWtGzYvyc5ZS/sv6QUNZhC5TpkyZMmXKlPmHo5TPc//Pf8j2Rx6gadYcTnrNVTTNnotuPIeAjC9A937wQwRG/kK6LcFdsTwnV0VZuOw9aCf+23Nv/L7Pw+Pfg3/fC4EjHwAdy+WRm3ez7ZF+zJCGHlAh2cuba9/Jvpr3UfG6/yBROzlc0fOQ/zsVGa5DGd1xcB15RUFrPwP9lA/ibL4fbcP3yfSa9K2uIXLa6dR/4QvodbX+9iYmcCeS6HW1KOGXLkLnWHiey/XvfzsV9Y287rP/87Jvr0yZMmXKlDkqj34b7vscnPlJOPtTx1VF2jbb//PjiFvuYVO74AevMvjSZd/n1KZDnaojI0M8/sQlRCIK5tQb+c7KJ1jVPBNH07ho5Z+Yt3eQ8PK3864PnXzE+kt7UxQ7JxCaQnh5PVZXhrFfbyN+8RSiZzQjpWTFtiG+fNt63lb4OW9Q7kMqGqpngWr6vtUzXgGbboKnfgnzXguv/AHoftTp6r1jfOD36xlKlzhvdh3vOnMqJ7RVHFXUk1KSvG0PuVUDICEwq5Kqa+dg9WRQwzpadZBSdxova5POjrL3jscYGegicnIjZ73l7ShPsxuz7SS7dv0X4xNPYFkjBMwGZs36Eoa2hLfft5uHKuFj/QofeO0cjMCzj5KSUvLQQw/x4IMP4oaqeSgZ5w3nLeedZ81AOYp1yNHIZDKYpolhGGzcuJFbbrmF0047jXPPPfeIY/F45ygf+cNGMkWbG966nBPaK/G8Eo9v+xKfGpnHbqZzAk/yzshGFtUtobn5WhRFZ+LPu8k9OUj1dXMJzDw+y5HnQkrJ1kf6efTm3QQjOld88oTntHIBv7Pgkd/dQPeWjdS0T6VlznxK+RxWIc/Zb34n0arjTxJ5NLrGcqzeN07RdtnQneSvWwaImDpXL29BVxUumlfP9LqX1gv7X5WyCF2mTJkyZcqUKfMPRHp0mD/816dJDw9z8hVXc+Krr0RRnzuCxB4aInP33Qzf8Eu0dC/TLh0+uEwqGkLR4AMbIHaMDOeeC0/+FFb+NzQvhWv/cnCRY7komsLgniQP/W4X4/05Fp/fygmXtKObKiPdGczfXohSGObW8f8irzShB1TqzH1cor2fFckPoosisUiJ0Ksv5Y1bP0lVsJoT6k8ga2U5s3crr9m7hiHlLCZu7UGNRIlecAHFLVsobNzoR4MBkfPOpea97yUw++Ud4rjqzzfx2E2/5rpv/YjKxuaXdVtlypQpU6bMEXTeD795Lcx9NVzxcz8r2rPgSY+/PvU71P/8Fu17c9x1sgnveSPXzHkTdeFDlg27Vj/Gmk0/pK7jCW4qfoHbg/NQXJflhQlOevJxgr1R0rF5fOJ/z8F4RvRqcdcEozdshclEbVpdCFl0KZmC8dd08GTXBH96qhdrpJOfBb/LNG8/LH8XnPXJQ/sfnExKLCU89h1fZG85CV75f1A9HYBk3uIXj+3nV0/sZyJvc0pHFT9/yzIC+tHbQtL2yK4eIHXHXtTKAO54EQTodWHswdwR5fvzewhVJaiONqOEdaKnNhGcd0jkTKc3sXnL+ykWe9G0KFOnf4VXbmuklLX59/U2l75jHlXHETW8fv167r77bkqlEinPZLzuBD5y/nSm1FcSO8aoL8dxuPvuuzmghWmahuM4tLW1ce2116I+rT1Ycly+ce8ufvLwXqbWhPnuVX70uJSSB7b8Fx8cOYm0qOJ/WrJc1b4UTTsksuY3DDP++51Ez2om/oqXJgeG63o8/LtdbHu0n9Y5lZz7ljmEYs+e+8MuFbnv+h+w7eGVBCJRTrnyGhadfzFCeWE+2gfoGc+zuS/FjoE063uSPNo5eqApSUVI55xZdXziopkv2HKjzLEpi9BlypQpU6ZMmTL/IDi2zU2f+3fG+/t4zSc/T9OsOc9a3s3mmPjdjWRWrKC4aTMAu5oV3NPyvIZxet/0R5qD1WDG4PvLYel1cMnXoX8D3PFhiNTB4mtg9mWw6odw9yeh4xy49NsU9Aa2PtzHnvUjjPZm/Q1KiFSanHXNLNrmPsPDue8p5K+vwHGhp/rtDATOpmb8Dmakvs+WZfejVjTyxC17kB60vNHj1rGb2DG+g5gRw3JL/HD7k+wxdH4VmsV7b84TSBborVVY02YzWCFoHYULNyiYtqTxi/9N4tWveum/gElyyQl+8p63UNHQxNJLXsW8s8570Q9EZcqUKVOmzHGRHYYfngLhGnj7/WA8ezK0vam9/PqnH+K83+8mWhT0vu9yznjrZw4mIQQ/QvXR393Amr/exKxruvk57+TRwJmc3NfJe2NTGNngMN6fY6fucv5b5nDZ0sMTyFl9WUZ+tBGtOkjNOxdg9WUZu2Er622LTxklMpYLwFvq9/Hp3FfRNQ3xmp/C9POe/bNu+RPc9gGwC7D4jXDah6ByKgAFy+W3q7v47zu3847Tp/Aflzx7myh11z5yawaJnt2KmylR2p0ktLQOoyWKmyxhtscobBtj4i+dlNwCxWCBilAdMu1Sde0cgrMORQM7To7x8Ufo6vox2dwuMh2/452dHufvKnHqlgILzm6mfX4VnitpmJ5APUbyQdd16ezs5A9/ugXX8pMuKprOdW++lpaWloNlVq9ezbp168jn8+TzeZYtW0Y0GqVYLKLrOsuWLSMSeVpyRU9y9U9X8eS+ca45sZXPXDKHoKEipWRV5094Z087RbWSmxfPZVHs8PPHHskz/L0N6A1hat65AKG+eOsIq+Bwz0+30L1tnCWvaOOky6ceNWHk0ynmsvzhvz7NSNc+TnzVlSx/5Wsxgs9+ru8ZybJm3zh1sQBzG2PUxo4UkX/80B6+fJc/+k4RMLUmwsXzG3jlokYipkZ1xEQ9zoj0Ms+fsghdpkyZMmXKlCnzD8LKX/yY9XffzuUf/TTTl5/yrGVzjz9O/398BmdggN6WIA9PLbFmhmD6orP55s4n0c04vO3eQxVu/xCs/w0suBK2/QXMKCgapHrg7Svh5rdAvBn55jvZ9FAfq27Zg2N7NEyL0zTDj1wyghrzzmxCP5a33+hu+ONbYXAT6CEIVYMehPc9CUByOM8tX1+Hqilc8ckTDouQyf/hTSh7H+TjJ7ySx/ofw1B0Tmw8mdOaT6MyUMnW0a08uPV2Xv/bPhbsl9R9+tNUXvumF3O4n5Udjz/M6j/fxGhPF9OWncTF7/sYeqAcMVOmTJkyZV5GXBtuvBK6Hod3PAB1xxZePenx++2/o/frX+Wyx21KbXXM/Ob3Cc6de1g56Xnc//MfsXHFX5n+6hCP1dZyg3g75/dZnPhoFgEk6kLcr5XYH/RY8ZGzDhPpvKLD0PfWg+1R+/7FqFH/3n3vI128/+4tzEvYvO+c6SxO30/i4c9DzUy4+ndQ0X58nzk7DA99DdbdAJ7jR3+f/rGDn/0zt27mt6u7+e3bTuSUac9uy3A8frxe0WHt3bfy2B9+g+IpXDj1bUREjMTFUzHaYpT2plDjBkpQp1QYZnPm7SA8boj+jL+OFfn0gAqPjHDA2jpeE+TkV3cwdfGxvYRTqRQPPLaK27enSKT3UmV6TJ06Fc/zGB4eJpmcYMqUWhKJEFM7WpnWMYNg8NhJ+H7x2D6+cPs2vvya+Vy9vPXgZ39i57d5d/8sskoVf1w8h8XxwyO2pesx/IONuBNFaj+w5KCH9wvBdTzSowWG9qfZsKKb8YE8Z71hJnNOazyu+o/c+EuevO1PvOrjn6Vj6fLnLL9q7xhvv2Et2ZJzcF5l2D8Xz5tdy/vPmc71j+zlhie6uGR+A/92ZgfT6yLHjKB/0Uzsh8LEofdV08F86Xy1/1Epi9BlypQpU6ZMmTL/AAx27uK3n/koiy+8lHOue9ezl/3rXxj/+KcZqdL4zoUu+VnNvHnumzmp4STabQfxfyccmcQoM+gnOBrY6EcZXfkrP7rqu4vxpEApjHJ/6T/ock6mkLFpm1fFKa+ZRmXjC/BhHtrqe0vvvhdO/De46KsHFw13pX0hWleoaY1S0xKlaVYFrblbEH/9KHxwI/lILbqio6v6Yau1XIv33/tuTvnhEyzrhKaf/ph46WGonAKL3vD89/M5kFKy/q7bePBXPyMQiTBl0dKDXoV1U6e95NsrU6ZMmTL/wjglv0N451/hsu/C0jcfs+hQbojPPfpZ5v7iUc7bIAm89nLaPvdFFONw+wPXsVnxk/9j60P3s+iV57G19kG+qnyGqQMe79zlMfukelrmVvK1J/byp/V9fPPKhbxmySEbKul4jN24g+KOMWreuQDZFGE0W+LJfeN0/fnzvEu/g5AsHNrgrEvh1T/yO7qfL5lBWPUDWPNzcC147fUw53JyJYfL/u9RescLfP7yuVy1rOW4vZWfjXwqyeYHVrD5r3ezIHA6jaGOo5az6gfoWvgFRGQBn3A+Q8GTvCkR5xxpEitK1v51P+P9OVrnVnLGVTOJ1wSPuc0dg2le8+37eUvLfportxIIDGMaKuHIEK47dFjZhoYrmDH9P9G0w9th/ckC53/zIZa2V3LDdcsQQiCly1Pbv8g7BpeRUmr5w8JZzNySxsvbaNVBQotqEaogvbKb9L1dVF4zm9D8F+az7HmS1X/Zy4YV3XierykGozrnXzeXljnH5y2dnRjnZx94B9OWncQlH/j4s5btGc/zs0f3ceOT3bRWhvjOVYvIWy4be5LsHc1RsFxu29iP60mEgDef3M5nL53z/KOd8+Ow8ov+aMHMgN8h4jngTk6rp8Hc10DH2bD1Ft9O5umoBsy4EF79k+ccvfDPTFmELlOmTJkyZcqU+TtHeh43fvZjpEeGeeu3f4IZOtR4HS2McvOumxnYsoalm/LU9e5khjbAmuEYN75tEZcveD2X1S7D6HnSf4DbcCMMb4UPb4N401G3V3Q9bh4cZ2SiyJxVv+AVvV9nwqvl19NupkPqTJlWwexTGl5cdm8p/UiuurkQTBy2qL8zyc4nBhjpyTLWn8VzJHOmjXJ29h3wmuthwesOFe5d6z8YTD8fhCBv5/nkPR/k0q88yqzaPK0Lkn65A6K7lH4kdjHtz1c0aF4G6rMnEno2erZtZvP997B/03oK6RRCKJx29bUsu/y1/9IZ0MuUKVOmzEuEXYCb3gid98HFX4fl7zhqMSklt3beyjdXfY233pLlpG0OVe96JzUf+tBh96OuTRvY/eTjDO7ZxdDeTk553TWsSmzkW8qriBfgvas9Xvfhxfzo8X2s3DHMnpEcHz5vBh84d9rB9bgZi7HfbMfqSuNe0Mq3hse5d9sQecvl7eqdfEb/Lfa0C9GnnQOKCoGEn2jwxdpX5Ubhd1f59/9EC4SqyS5+J+/Z2MbDnRNMqQ5zyfwGZtZHWdZeSX08cFwR0MfCLhZZ8dPvk1nXh66aDOT3EtQjGFoI6Xgsq38FXt0eBhZ9j1T8tfzYeysbs0WCiuBtzTW0mTrGzgyp23rwPMni81uZeWI9ibqjC5Gfv+lbnFT1I3TFwTTqEIpGJDKLRGI5uhZDUUyy2R10df8U06yjrfWdNDa+HlUN4Lge11y/mk29Ke7+4Ekk9P2kUk8xNHwXP0gv5G5xKX9c0MHs+wbIrx8GBfBAb45gtETJPTlIcG4VVW94Ybk1rKLDip9vY/+mUWYsr6NlTiU1LVEqG8LPab9xgInBfh684afs37iO6775IxL1R89V4rgeNzzRxf/eswPXk1y2sJHPXDLnYPTz09nQk+TerYO8clETM+tfQAfI6G7/nEt2Q9upfvtZNfw2pKKBUKBnNfSuOVRn6XW+6Az+CIaux2D1j/wo/nM/+/z34Z+EsghdpkyZMmXKlCnzd0wuOcHKX/yYXase5cyr34gaFwy4EziaYGjHozRvfpQlXp6o6pIfM6iYlkdVJU6wEu3y7/l2F396OxTG/RXWzoXTPny4kDuJJyV3D07w2e299AkPAFU6/HTr57it9mxurT0PTcDiaJhl8TA4Y0wzXa5uX/iyia2u47H1kX6evG03b45dhTPvDQRf9y1/4cgu+OnZYGVh6llw0f9CzQyka7Pjtk8yc/315AZNqKklqvdQCCxGMTTM9JrDNzL31XDFL54zsdPxkE8luf8XP2bXE4+QqG/wM7jncrTOX8iCc19R9o4uU6ZMmTLHh2NBfhT618Pj34PuVXD5d2HJtUcW9Rw6k518Z913WN31CF+4M8q0bUlqP/ZRqt7+9sPK9u3Yxs1f/DSqrhNOVHLy697AY4ECX0hVUm2nuPoujTe+dxHf3dTDH9b2cEpHNa87oZlXLvI7rqXtkd80QurOvXiWR8UV0/nQxi4yux/j6rY0p+QfoGZiHe7sV6K+7he+AP1SY+Xh4a/5nev9G2BkO7L1ZO6Z81WuX59jfU8SdzIKN2SoFG2Xc2fX8cFzpzOnIfa8I6WllGy+/x6Sw4NUNDSSHOjHsW2iVdVsufdeFilnonTsZGTOr4nFF2K2fpYfjCS4dTgJgADeUVvF0scn6F43yu4Gnbq6EJcsa2bWzAoCk8JpV9eP6dzzNXaMT2Nn4Z18+vJLqI8f3eqrd3AVvd3fIJddh2HUEK58E3d2LmPNrgd5z/JNmN4GPM+PQh8Nns5Hih/kDQ3VfGpjnvz6YWIXtBE9q4XCllGSf+lE2h5mR4KKK2aghvWjbvPZSI8WuPMHm5gYzHP6ldOZf9bxJW72PJeujevZ+cSj9O/axsRAP4qqcerr38jyV15xWNlcyeHJ/ePsGc7y29Xd7BvNcc6sWv77VfNoTBw7wvwFY+Xh0W/5Uc1mBF7/W2g7+djl0/2w/zEIV/sR0c/kz+/yfc7f88TBRJv/apRF6DJlypQpU6ZMmZcJ13Ho2bKRfDpF24LFhBMVz6t+LjnBrz/5QfLJCZqLBebt6EMACEn9CSkSU/MIAbZjIsJ1aKVuaFwM5/8X/OW9fsQG+D50r/4RxJv9ZIPPEFs9T/KXNX18bmKEYVNQZaV5u/4dOthPSutgi1NDgCIVqqQ3dCEbnWa2FoNICVIoLAuM8cqmWZiayXDJYXM2z5ZsgTHL4ZKaBN+d3YryIgXe8f4cpR++Ao08zltW0tAk4GfnQ24ETnm//5Bg5aD9NN/uIzdCIdHOjU+5LNzi0NaRoXqOn0Cxf3ec8UQHVQuW0jA1gHjie3DJN2HZ217UPh5ASsmORx9k68MrGdq3B900yYyOUN3aTjASpbK5leWXv5ZYTe1Lsr0yZcqUKfNPxprr4e5Pg1vy35sxuOQbft6Gp9GV7uKGrTdwx947KDgFZo4a/PvjNUS3dlH/uf+k4uqrD5bNjI2ye/VjrLrlDwTCYa7+728QjES5cU8XH+8aoVn2cOVdAS57/WKS1QZX/vgJ3nXGVD518aGo2NxTQyRv24MsuRgtUeSl7dzTnyRz52d5r3abXyjRCie+G5a9HbQjo1JfcjwPNv4O7vyob/Mx/3VY869ip2xj1d4xBlJFJJI/ru0lU3IIGSpnzazh9ctaWd5eSfBYeSyOE9ex6Vq7Hve2cXIV6xhffCNSKWAadeS1BvTIEm6VF3PTqCCsKkQVhUH7kG+x8CQBD2JqiQa2sCwiqbfP5Ht37yFsaNzynlMZyRb5wQN7GMmWqImY1McD3LK+D11V+PKlNqMDP6YptBXHU9AUD9Osp6bmfCoSJxGKLuDqbTk680XuHNAx1o0Qu6CN2DmtB/dBuhKQiGMkUHwu+juT3PWjzUhPcuHb5x237UYxm+WO73yVrk3rMUJhtJnLGEl0oDdMQQ8ESYR05jXFCRkqK3cMc8Pj+5nI2wDMbYzxgXOnc8GcuiMDIfqeAs8FVYfxfWDnIVgBMy46/kj8Xff451SqB+ZfCRd8EaL1z+ewHEl2GP7vBGheDm/844tb1z8oZRG6TJkyZcqUKVPmZSA5OMBNn/8E2Ynxg/OEUAhEIsw96zwWXXAx8dqjN2a9XI7U+qe4+SffIlcocXJnH+mIzejpc5i65Azm9/yJcGoDhYZXYJ7/IZQpJ/nCcn4cAnE/6sgu+FFT43v84a/BIwVwu+Ty1ON9/HT3IHd3aFQyzpX8ieViJc31l6FrcYqlfqoqz0AimZh4gtHR+/A8CyECNDW/iVvS1fw4NZuCOORJ2GrYzDayKGqAu1JB3t1Sw+emHd364/lQuv2z6Gu/z0O597G8fiWh3DZ2Tf8+w+pSEuEc09I/IZDcgKibB3NfBTMuYiA/xINdK+ndvZ6GqInW2Q33baehO0dtCvKNCRZeEUEb3wQf3XHU4/RikVKy7eGVbFzxV4RQGNq7G8/zqG2fSsP0WTTOnM30ZSejGX+Dh/UyZcqUKfP3i5WHez8Da38GHefC7Euhahq0nHSYoDuYG+QrT36Fld0rMYTGO5KL6ViTJZMpkaqqYt4ZZ7D02msPinN716/hjm9/DbtYoKa1nUs//EkqGpr4YdcgX9w7yDR2cvWT/Vx6+ZsxmsK87sePIyXc++EzCBm+XZWXtxn42lomKg1uiEgeH07Tl8zzevVBvqr/FG/RG1HO/hREG1+85cYLYXCzn29i3yMgXTjzk3Dah3whEpjIWazYPsTGniR3bh4gmbfRFMGcxhhL2yq4dEEDS1orXvDIrmJ3iuEfbKC3tIXO6t8Sa1Qwo4JA1QQIDzHzj9yWijBUcriqVkNxM6zpGWI4v5uMVyCjaHR70+nX6tCF4IJ4hNX37qNCKIxkSsSDOrPqY/RM5Nk/muPSBY1sH0izezhLUFf51PnQEXmYtrr5NDa8FkXxz5ev7xvk6/sH+Wpa59wnxomd30bs3Nbn+DTHT8/2ce74v43EqoNc8p4Fx7QZeSbj/b3c+rX/Ynx4FOXCt3HHSIi9o3nAb9IKwHuGJHnWzBredtoUZtZFqYmaR35XVh7u+rifaPtozHklnPRe35ZN0aBxkR+8cQDHAqfoW9fd/Umone3b37SfenwH43jYdY//m646usf4PztlEbpMmTJlypQpU+Z54Hkuw/v2kk8nqWmbQiAcQVE1VO2Qp7CUkj9/+XP079rOK977EWJVNXRv2YhVyDPW20Pn2lVIKZkyay5nv/09JJpaGN61id7f38D46qcYtSXjkRBFQ6NKZGm55gpOuOBNxM04bPkz/PE6P9r51A++oM+wpzvFJ7b3sKtUYiIosDWFRfIpPh6+i8bYdGLxRTQ2XHnUBzHHyeJ5RXS9EiH8h8yRiTXsHbyfobHHMKxd6PgRPtvGZvCA+Voej57A12Y0c23TC0tyc5BkD95vr0IZ2YIjde5Jfoz91nJ0Q8UuuQBEKwNMXVzD3NMbqag/dtLE3kwvf/zlp1j8m7U0Bmymnz0Cr/0ZzL/imHVeKjJjo2y6/276dmxjsHMXdqlI8+x5vPoT/4kR/NdNVvOPQMEpsH5oPb3ZXiaKE2wc2UjaSjM1PpWORAet0VZUReW2PbfxYM+D1IZqqQ/XU2FWUBHwXwkzQV2ojppQDTEjRtSIEjfiRyTaLFOmzL8YAxvh5uv8zuNT3g/nfeGoVhZZK8tbbn8LRr/BnMx0vKJEAnJS+DVNk1KpREVFBYauQTZNqnMnoZpall14CXMXLea2XXv5YdZlj1Q5Qa7mDX33s3TGdwlNj/Gmn61mNGvxmzfPZ6HWjajsYNCN8pNfb6CrN8Vaw6bD289VDQOcYT1CfWojbtvpqNfeclDw/f9Kfhz++nHY8keo7PBzQsy44LAiRdvlsc5RnuqaYF33BBt6khRtjyWtCX5y7QlUR8wXtOnUA11k7ukmH83TZ+6lf/8uxgu7mHNVL5oWoa7hQtLptWSyWw/W0fVKKhInotDI0KYLeWRDhr1nVfNg2EUA4qlR5hkmv7xuGVWT++W4HpqqkCna/OzRfVwyv4HpdYd7HRf6MvxkUw9fNUtcNOrxhXX5l1yAHu3N8uevP0WsKsCrPrKEwHHaeOxbv5af/vAXbA9NY298FqmSx5yGGG86uY0zZtRQHwugCBjPWWzoSZK3XE5sCVFr90MpDdUzIFTpf9f3fsY/75a9A279Nxjc4tvOtZ3iC8oVUyAQ85MFrvgc8DSdUyhw9qd9f+dd9/iezq7lL5t1qZ/8Un8ZbD7+hSmL0GXKlClTpkyZMsdBz9ZNbFhxF92bN1DMZg5fqAgCdVUEmmrQ6xI0qrVsvO0vnP2Wd7LkossPFpNSUurrY8Ptv6LvrgfoNTQkgtp0Dk8IJsIBLF0DITHqorSddhqXXfHew8Xg377Ot5v40Obj9lmUniQ9VmTX/iS3bBjglnpJOqiwyB6mMrCN07mfC6ZcQmvrO1CU55Ggr5j2G/jBSlA1pJTkcrvJ2wpfWzHOH9eNABBv8Bid3cSPFk3lkpr4i7Pm8FzkppvIay2MijnUtkUJRgzyaYv9m0fZu2GEnu3jSFcybWktbfOrCcUNilmb4a4MdsklUmFS3RyhbkqM+7bfhPmRL3H2KYNkRQOBq39HYP78v5l3s+e67HjsIe7+4bep75jOaz71BQLhyN9k2/+KDOWG2Da2jd3J3XQmO4kZMToSHfRkehgrjGG5FkW3iOVaWK5FZaCSoB5kb3Ivo4VRJkoTON6hYdRT4lOoDlazJ7mH8eKhUQ9hPcwr2l9B1s4ykh9hvDjORGmCVCl11P1ShMKU2BRaoi1UBit57fTXsqBmwct+PMqUKfN3QGECdt7lD/0PVvj2WVPOOGrRrJXlMzd/huCeIKZnUjs8THW+QGT5ctrPOJ3W9naCwSBrVq1izaMPkRwdxQ2GD7YXXCFY0z6bDS3TiTtpXuPdzGnuY9Trv6azIsZvb7+XN4h7OKOuSOXIGgLS9xTOSxMLDRedqFLAkJM2IRXtvmC++E2gvTDh9mVj1z2w4j9hdBdc+Ws/qvwYZEsOt67v47/v3EZdLMCnL57NGdNrnrdVh5SS3OoBkrfvBdfX0/J6lvWlG6g6fw1SKmi0Ut9wIZV189G1GInEchRFP1j/sZs72biyh1KNwe9OjtAfgFcEQpzcmCBkqlRoKu1Bk9mRo4uj+wslvretj4cHk/SEFE7PC76eNaiakiCy/OhJ/l4I2Ykif/zqUwBc8YmlRCqO7l19gIFUgY09Se57aC337U2T1BOYmuCCuQ28dkkTZ86oOby9a+Xgoa/5UctjnZDs4TABOVIPng3FlJ90WrpgROGKnx/R6XCQnjWQ7vUTUkvpC9jbbvWXNSyE9tMh2gChKt/65uXwM/8XpyxClylTpkyZMmXKHIMnB55k48hGRnbswrhlO7YB/TVFuioz5IIulWkdzVUwHIWqpE5NysRw/AZrPuZhN+Sp3Z+iYcSlLqsQTdkYlp/wr7cK7ltsUD9Rj/B0VEMnMW0qc087l/mnnotuHOVhLjMI35wNp34Izvvcs+679CTjAzke2jrMTX1jbK0QjMZ9gblSFvio9h3anTXE40uZNfOLRCIzD1W28tCzyn8Ydiw/iYpT9Bv4ex6A/BgoOliTYrxQ/AfRQJynhiUfsd5NtxXl3Wd1UCps5pdPGmgVAVJLaqkN6jhSYnuSRbEQQUVBCDi3MsbMcACB/4ixv2CxOZvnjIoo51XFnpdwXchYrLuni+2PD1DKHxIMVU1BMxVKOX+eZigsOq+V0MwxtOuvYIaRYtct9ajVtUTPPZfgwoWoiQRmezt6SwtCffkeRnY/+Th3fPtr1LS185pPfp5QPPGybesfDtf2H0ZVHQ/djwybtC6RjkM+Ncbq268nuW0DalMjmidQR5OES2BqAfRgmPxwP5ne/ShjSSYigv11kGypYH+syECwRCFmMjdXwfzdFpVpj6AlkJrKzhaFLS2ShYVqKgNVmNU1zE7MpKUYQusfxQxHQVXxBvaQS42RHRlG7unGlAI9aOKVSiiagl4RItASR6sxyToZUv1bSeVT5OIR0jV1DNfUsktz6TFsekujZOwsS2qXML96PrOqZrGoZhHN0eNL8lSmTJm/AzKDsOqH/pD/1pN80cspQt86XzhLD/i+tX1P+ZHPAE1L4arfQbTuqKtcvXs1f7j1D0RzUWKKw0l3raSxtZWWH/8INZEAwLZKbLjnTlb96ffYpSKLLryEBZe8hl1FG8sI8Lldvex0PM5yV/Im5XrUokml/gUGapZyyx9+yQ/M/8NUYbddzRZvGil3CZoYokFMsDiqUzU9ghKKQfMJ0LLczzXx94yVgxsu96063vB76DjnWYuv657gXb9+ipFMCVNTOH16Na9a3MSFc+vRn4dfsjNWwB7O46ZKZB7qxc1YWOfbrH34Hnq2bAFg1qlncsG/feCI9p70JDtWDdC/O0lXb4Ybm6CzQadoHL7915hhvrFkCsHAoeCBJ5JZrtu0l5LlsiQjuWZJC69urX5JkkdLKUmPFihmHTLjRdb+dR/psSKv+dgSqpujR5RPF20e3DnCpp4k67onWNedPLAiphtZ3nrxMi5d3Eo0cIzo6b+8z7fVaFjoJ/Grmua/zBiM7IDh7VBMwlmfBAQ8+RM46T1QN+f5fCjY9zAkWqBy6vM9JGVeAGURukyZMmXKlClTZhIpJT2ZHnqzvdyx5w5u33s79aMBzl1Xix1WGHlVM43BWk7tC9OwL4Pb3QPpLEykcPv6wfWwVAVHVQhaDgrgGCqp5gSjMcgkTJz6KtpOu5BZy19BTbj2+Q3Bf+y7sOKz8L61h2XVtgoOqdHCwQCR8f4sD9y9jz+3qmyaYqJKj7mil4XqbqY59zGFPdRWnUFLy1uorDjVfzgppv2ooe23Qed9fhKXA2hBP9mPZ/tRIhXtSMfm9ux09hVCLAoMkZwY5Y6xBlZk2mkSo3zL+DHL505HLn0L39/6CF9/fCm1FTpGZZiaGp2K6gKdCKRQyEuDPvtIP2QVDxeFNlPw+sY6XltXQVvw+COtPE8y1pvFLjkYQY2K+jCqpmAVHUa6M2x5uI/OtcMEozqnn9DJ9O0f4gk7zDTLIb02gTVwSHRWa6qpvOYaoueeizF16ssiSO9dt4bbvvklAKadcBJNs+bQvmgpFfWNL/m2/iHIDOI+9CPSf/oNmW6H3JgJRQUpIBtX0YouweLRq3oCCpOnlGlDOgTphEG4oZmqtETZ2wu2fdS6SjyOEgohCwXcZPJ57LBENT3MuINQJZ4tUDSJ5wjsrIZTfO5zRqgeesxlIKbQWW2wtkVha6PHaAzObj2Hdy14F3Or5z6PfSpTpsxLSqoPPMePlpSef190J1+e7Uc1b/w9rP2Fn1TwQITmwS7WpxFthKYlvvjctARaTznM93l0dJRSqUT3WDcr1q3A2e/gCZfl/UNMe+gxYhdcQONXvoyrKOx4/GFGe7rY+fjD5JITTF02D++8JfyhGOPJYg0F6V9/Ql6ed4r/Y7mVYeGS/yWemM7mwTTf++lP+In6VaidzRtyH2ZPOsLP7CAzr5t/UMA0pydeEjHzb05+HG64DEZ2wqXfgoVXg3rsUV+267Fm3zj3bhvi3q2D9KeK1ERNzp5Zg6oo7B7KEDY1JDCcLnLB3HredcZUwubR1+lmLIa+uw4loFH7nkVkMqNsXrmC1bfcRHVLG40zZ1M3dTodS5dTzGbRDIN47aGOCKvo0N+ZZHtXiuRYgcF0kUcCLo93mLQmXb48sxm7JsANfaM8MJGhLefxna0WS98yH73u2LZkz4exviwP/W4nA52HRvNohsJF/zaf1jlVB+dJKbl1Qx9/2dDPY52j2K7E1ARNhk39wAamOENc8qpLOPmii4494szzYMNv4bb3wWkfec6gizL/WJRF6DJlypQpU6bMvzyu5/L7nb/nxm03Mjrah6V56FLjmtzpuE/sJR6NcRpBlB27cEZHQUqEaWK0tqJWVqLG4xgdUzE7pqHV1mDt3QeKILhwIWZHB0J7HhYXz8DzJLlkiYnecWrvOI+CrOAB87sUs7bvgywgO1E6+GzrCdg21WXF4hgFVeMSeSsXcQf1io7meFSV4jS67QSmXORnDh/cBAMbkd2rGXFDVEZC7G17HTcWT6Y+YDMzapOuXsSEpWC7ktkNMcbzFjet6eaxzrHD9jUe1HnrqVN46wKT6Lof+oldikmsmil8I7GYB3sXMZBrIG2FUYTL6U1PctnUO0kE0vTRQlIcStSYIEkDvayWS1nJ+WwX8wBYFnb5SEcH08IhnhzrZcXwAEI6XFwTYXqshaZwFVHt+AXiof1pnvhzJ0O7hnhr3bXowqIkgyjC4tdqK1uMRuYVZjJ1T47aNY8ikKjxEI3nqFAzF7fjVUQvuAAl+NJ4Bo71drPh3jvZteox8qkkQihMP+lUIhWVuLaNY1mkR4fRdJ1z3/buYya3/EdEeh7u6t9hP3k7pd4+Rjb0YfcZCE8wnBBsb4bBCoHmStrHQQ0qqBEDU1dpboqyKFYg17ULFEmgsoJU21LGmheTbl1OS9Uc6sP1BwUUaduU9u3D7uvDGRnBGR5Bq6okev75aNW+d7mUksL69RR37MDsmIZQFZyJCYRbRLN6MXIbkJtvRUpQTn83SvtShFuCRKs/ikAL+F6SmglaEHtwCKunFzwXJRQCXcdLpXCTSdyRAWRyALt7L6X93TjJLNZQEun4+1uISh6aq/H4NGibPYflsy5jXv1SpldMR1f+DjxYy5T5R8dzoXctTOyHSI3f4Wrn/Q5aIwx7H/SjMvfc/9zrUjSY+2o461MQqfOjnXue9K8FrSf56wtWQuzY1ggPPvggDz744GHzoiLDufeuIlgoUvuZT2OfFmX39v8jNb4PKyMojEZQqtrpn9rBLc48djGTCGlOko8zk+0EKNLhJpnbeCUt097Imq40d28ZYNfa+/mV8VXUynbeIr/AkwMO3ybEGae1kbj0nyQ6tJiC318D+x+BcA1MOx+mnuV/T08T/rGLMLbbH+0VqsQ1EzzYOcGf1vXy6O5RJDC7PkbR8fNQBHWV1fvGqQobXL28lcsXNTK9NnKEWF/sTDL6s80oQY3omS1ETm+ic+0TPPGn35MZHTnC5q2mbQrTTzyF1nmLCIQjGMEggXAEPeBbXriux8/X9/LlsTHyhr+tSktyZZfFm40Qra+egRp/8fYog3tTrLljH93bxgmEdZZe1Ea8NkSkwiRRG0I3D7W38pbDv/9xE3dsGqDW9Jia3k3L2FZqS8MoSGaecgZnv/kdhBPPSABtF2Hrn/02Y2HC/82luv3RA9fd9ffhM17mJaMsQpcpU6ZMmTJl/mXJ2TlWdK3gz2t+S3T1KO3DYRT/ueJgzFJ9MsuCnmGCDQ3ETpyOWQXG3GUETr0cEa05ru0c8GQORnWMA8Mm7SJ0P+FHVDUugXAVuWSJ0b4sxaxNMWcz1pdl7/oRSnmHpeGbOSl6I3cqX2E8tpSKaAEzPEja6KInlmSnGmEnU9gjp1ASATrkLj7g/JKTutdRN1IiUPL8IYzhaj8qqJjEkQpPKfPYFlrGrdZyNmaimJqC5Xroij89FhUhnY9cMJPLFzaypS9FdcRkSnUYQ3taZItd9COrH/5fsvk9DC44gXxlLRP6WdyzZxY3r0+jKoI3nVjL+8+dQ+wZQq6UHoVCNyMj97C+9y5WlqZxPxcyJg4d95DM4qFQFH5CPwOLN9QIPjFzMRX68Yn/UvrWJeOP3E4uA32pBhaOfoZmczOu1FBwsWSQ7aUTSQqNxepTxHXf/3d0W4SSVUPkpCXoCRNaFmOccCla3YuLXpZSkh4ZZsO9d7Jl5b14nouq6ai6TrS6hvG+HoRQeMV7PkTH0hNf1Lb+1niWRe6xxyjt3Ind14/d04XdvQdreBycQ88fyRA8OlewdXkN05adz+LaxUxLTKMl2kJIP0YCx7E9vsjQvRq6H/cFJS0Ap38MTvvQ8T3MOiVI9fqvQNwXLKws7LrbT2w0sNGPgNSCsPAqOPUDL8swXpkZpXTr18nv6iG7uYvczjGQYKuwpx52tgh2NQt2Nym4EZPWaDNLm07lrJazOKHuhH/MiMUyZV5OPA96n4Ttt8OelYCAaL3/++1c4V8vDqAFwSkcXj/aAEvfArFGyAyBovgJzRTdj6xVDVBNmHqmv94XyKOPPsp9993HcHyYCXsPl483MXdNF3pfP6Fly6j/7y/Qmf0/uofu5I7Sq9gmFjFm1lCUGhmiSKGwxNrH60sjaE/WULRyzDkHZp2wlM3jFdy8podTd36VRexgjDinKlsohRq40vkCu7JRPucFuPCkVhKXdyCUf6LriGv73ttbb/E7FQrjftK6urnQv95PSFeY8NtlT6dmNnScgzf1bKidjRJMgHkod8NTXRP88ME93L9jCCmhOmJy0tRKFrUkmFYb4dRp1eiqgtWbIb2ii+LOCcypcfTGCM5EkcD0BNl4lp7dmwlXVJJPJdm9+nH6d20/4iOEExUYoTDSdXFdF0sNs7X9BM50p7Fg1GWvFNSc2kjLnEqqW6KH2pzPE+lJNq7s4fE/7yEY1Zl7ehPzz2oiGDly1NpotsQ3V+zi9o39ZIsO53k7mdm1kqmLltI4YzYVjc1Ut7RR1dxyeMViyv8tPvgVSPX4VhvVMwABc17pv/Rn95ku849HWYQuU6ZMmTJlyvzLIaVkZc9KfnD7l2jc6dE2HEKVgubRFNGiha0quIrCtFlzabnkMoKVRfT1/4sY3XnYetyq2ThNp+C0X4DddAapkQKpkQJmUCWfthnanyIzViQ5XMAq+A81wZjGdHEXS8zfE1Z8IbOg1nBP6DMM9sTxdJt08yC5igIToSAVns3cwg5e3XULKyuXc93cLx3cvpAeUviiryJdprtdzC1s5YT8Bl7b/RBx24Dlb4fWk/3GfWUHKArZQonbHnqSH6/P05Xy92tqTZjXLmlmImcRCWi8+eR2HE/SPZ4nHtSpDBsIYEt/irCpsbA5gXq8D6dWHu77HDz1S/8hL1gJU86ge9FH+eY6l1s39FMXM3n3mR1cPL+Bmqh5VAHNtlMMjj7CjV0bsTBZWtXCSbWzQY3wyEgfQ/kRVo6O8ZC7hEY1zfXTVRY1nP6CxLjMWIHMpkcw9t+FFgpTGt9B1dCDaNgUvTB3Zv6Nlui9LFc2H1HXtRSK2hzUM/4N84zXH/QvfimZGOzn9m98iZHu/cw4+XROueJqqppfuoz3LzVuMkl+wwYy964gs2IFXsaP+iqGBJmIy0Bc0FWhMBoTODUJWmYspXnhKcysmcO86nlYjqQ/WSAa0KkI6WiqgudJJBz7PJTSF4wf+7YvOlRMgWnnQeMi/39F9f1MY02+f+uG38K6X0GyG5A4UkfFRgjwpMKwPZ2h0Dk4FbNJiTbGkiEkAiOoEa0KYJjqpO1LCFWX2G4/lTVTSNTF0E0FIV5csks3lSK/6lHyj6wguWYVbk8KMdlPlIt6jMcE2+sUdjYJJmZWMq11PonEFJoiDbRM9NHat4nmcIMfrT242Rfbg5V+sq7mZb7gPrbHF+RqZryofS1T5u8Cx/JH+7gWdN4P638N2SFfNG4/DfSQL36NdfpC5In/BvUL/EjYvQ/5QnKoEgpJ3wO59eSXLVFZ0SmydXQrD654kMyeDDmvh9PWb2DG7jwoCuGTT6byLW9BWdrGrl1f4PHxfn5UfD/DwQYWhAzOsruYkumkY2gD0/tXU2H1HLb+rBrnLk5lZWE6l5nruFg+QrJ2GTFnnG2Js7h256mYaoT/sUyWnN5K/OIp/9wdWZ7nW4+t/KLvK9xyki8sBxJQP8+/fxQmIDcCPauh6wnfXuUAiVZItPlR79MvgCVvor+g8ejuUR7fM8oTe8cYSvvl62MB3nt2B288qQ0hBLm1QyT/0omUEjVi4CZLKBGdxOUdBOdUISY787PjYwzv34tVyGMVCxTSaZJDA9jFIhE3TvPEVAKO33k/URpib+UeisxltC8ICBBgBDTMkMbJr+5g+glH9xo/gOt45NMWQ/vSrLuni5HuDFMX1XDOm2djBo8Us6WU3L1lkM/8ZQvpvM2JiRJNO++lTUlzwTvfz7RlJx19Q/lxuOc/YPMffMG/YSGc+znfr/uf+ZwrA5RF6DJlypQpU6bMvxBFp8jNu27mrif/SO3aDC0jIXSgeSRJR9Gj8aqrMaZORa+vQ22pI6vswXjsh0Q23EPJqGSr8jr2D0/HcJLU6HtoMrZSr+9AV0o8kHo32wqHZ+OOVQeI15hUVVhUtlQghjZT2/VjKgtr2B6dyf+2vhHds/j+9v/hrzWn86FZH0d4CuePP0HCznDGxFouHnsUgL3BJr4+8yoa5QCa61GUIXAV6otZ5muSRQFBuDjmR5HMuBCMCFROgVAlnidJFWxSBZtfPr6fP6ztIW+5zGuK8W9ndnBCWyV1saMLv8fC8zyUY/n5HYv8OOy4w3+g23abH10655Wsb38bn39SYWNPEgBNEcSCOhFTI1O0sRyPyojB8vYqXrmokVM6qtBUhZLj8siuUXon8kQCOmdMr6YqDLfvuomPDXbgSIUleg+va5nF61oXoL3YiC6nhJXL0bljgq7NWXq2jxMr7UMTFjkBRQwaA9uZI1bTbmxBVV0yuQQ9hUupWrKcivm16DUxRNW0Yyaeej64js2Tt/6RJ2+9Gce2mLbsJE67+s1UNfnRRp7nIj0PoSgof+MM79LzyK9eTeovt1FY9xRWty+IOKbC9ulw+xzY1iowNEGFFqEq2MqCxvOws9MZn0hQFTGpihjkLZd7tg6xczCNN/loIgRETY2c5RLSVc6fU8cJ7ZXMb4ozryl29PN4221+J0j3KrBzSCAV08jLKElrGqVQgUxcoRhVwEtgpafQt+UMdGJEIzbjEwaOc2i9ZlijpiWKqglstwebraAmEVoSIzJIsLoT1SjguRrS1VG0EhODS5kYuISi3YGuqqiqQskUqFGdaGUALWaghFQsT7JvJAfA8imVnDa9mshRvEa9YpHi5s3k166ltG0j9r5dFLsGkJNW15kQJMPQUy3orhF01cJIk+QU6XJNeCrtgSoY3wdDW56x5skotHmvgSln+NYiZcr8o1CY8KNde570R+LkD9hGCZjxCph/BUw/3+90OYCU/1/EL096bN/3JA+vvpkn9zxKY2Exul7PlD07OGHtJvS6WiqvuorYqy9jgvUMD99N58hq/iRfy/3iAiqsIjd7DzNjyy/Q84MA2J5JnzOffeYJPGpVUZL9JESWBUYfZ7MGffICsaHj3fwp+kaG0kXu3TbEqdVRPj0qaT67jdgFbf/cAvQLwS5A1+N+J2V+zL9uZgZ964jhrX4EfMtyOOX9fhsMmMhZPNU1wU8f2cvqfeNcMKeOSxc2IqVkeKJIfTzA9IYoxYEcPNhD1XARIQSBGRVUXDkTNXz4yB3pSUqdSbJP9FPcMY4aM4mc1oQwFbbse4jVd9yMY5WIVNUQr23HsVWkp1LIeOQzHrVtbcw+7TQyEw4TAzmsguPbaQjB2OQovANEKkxfuF5Wh5QwnCnxm1VdrN43RltVmICusLkvzcaeJHVeinP676bamWDKoqVc8M73E6msOmzfcUp+5POmP8Cj3/KF/2Vv9+1Qmpf7owrK/EtQFqHLlClTpkyZMv/UjORHWNG1gt17N7Jv8zoa9zhUpUNonqRjcILpZoSKyy/Du6yZ8eJqSqUhSqUh7PR+5m0ZpiLlsL8+wrqOegpqAE/q1CsREuZMFHcGwonQseV6YmMbGDvxa5jTT8YRUcxoGLXzD1iPfItoYfjg/uSVAJ+d9j7+UHcBp/EIdfkJLuxdy0VDq0jqEXTPJez6Q4AlAleRiKqZKHNehZh1KdTO9iNHXMuPwDGOTDpjOR6P7RllJF0iXbT59aouusb8RIOaInjloibecGIrS1r9JEOe54dTKoqC4ziMjY0xMTFBMplkYGCAPXv2YJomNTU1eJ7H2NgYY2NjJBIJ6uvraWhoYMqUKTQ3Nx+/MJ0bg8e+5UeeFlMw7Xx2Lf1PHh6NMJ6zSBdtskWHSEDDUFWG0kUe3j1CpuhQHTGojQboGsuRs9yDq1QVwSkdVZw6rZpYQue2kd1sSHmklDiVgSKzozbtEYUpoSCNepiGYIKOiloSuoH+AgRq6UnG+rN0bRujs6eLnolerHGJkYkSc1SmBR7nxMiNmEoWV+qYiv8duFIjU3kR4ZmL0YISken3Rb+pZz7vfQDIp1NsuOdOnrrzFqxCgUhlFaqmkR4ZQUoPTTeo65hGw/RZ1E7pQNU0wvEKatunogcCSM9jeP9e1t99B6M9+2mYPot4bR3hRAVTlyzHDB1ufZG386iWS6ZnL7u3P4490I82mkLJFtCGRtB7+9FHcgjLwzZhX7PHumaVnY2+fUSr0GhyZ5LlAkaL09jalz247hqRZXowR972iFAgJgokQh7RcJ7xSJCJaDN2IIqheii6TdqB/RkNR0gM4VFZ0pgbb2R+dT2XzG8gETKRUlJ0XPqH97Gn+/cECltw3E6kmjzsc2WtSrbbp+NqFoY5jCY9YnYMJVdDypxHZdyhJdJNEYuIblAfCDM6eg/5/F4kME4VwzSSKlUynq9msFCPbjoIVYAiaAnvpEHtI54vICZiFDI1iNFZFEdm4dn+MXaQpBTJiC4Z0SQp6WFrsHh6Fe+9aCZtTdFnFYek41DcsJrco49g79mGPdBHYSCFN+aL2q4q2FMv6K2SpGe3ED/jTFpq6plquzRLFRKtRPY/hrrmeiilQSi+XVDjYt/btjDuzwvE/Wjyqg5/lEUg9oLO3TJlXjSeB8Pb/Ijnoa3+PaWUBiMK086Bua/xz8+qaX706otkYmICgETCv3+Oj4+zdetWNE1DURQKhQKxWIyKigpUVUUUCiipFIHUBAP7NjO0fzv9E/tRhsdp6iuhqpX0NTfR3dpKIRhk2ebNLGhvJ3bRRRinzad/8A/09t1Ivy1YIS9nhTwHWzG4VNic2/kAV/V9mf2l+ewunMM2bwqPqTVsMASuAotbKzB1/55ctD2S4yPUyxGKnspT+VpiAQ3H9XhTSzVv2FsgsqCGyqtnlQXo50vvU7DlT75l0/geWPYO/5zzXAhVIRdcyc825PnKXTtwvGNrbIYiEECVJzjDNFk4s5p506uZu6Se0vZxUnfvxxktoIR1wsvriZ7ZjPI0u41iLsvOxx+he/MGRrr3YZdKOJaFY1s4JQuQIILooQXUTjmFcKIKx/JwbI+qxjCx6gCBiEF1S4Tq5giP7BnjJw/vZfW+MbzJfpoFTXH6kkU8KYkKi459D3J2nWTB2ecwbdnJhOMJ3+pkz/0w2un7oI/u9oX6A0w5Ay78sh9xXuZfjrIIXaZMmTJlypT5p6GYy7J3w1o27HiczqEd2AMTmEkbwxGonh8JatgOTek8c5tbCV6zBGuKw9j4Y3Rmx9jhLqVkVVCdyvD67r/SUBrmUx0f47dNFx22HQWPsMxio2NhYHo2N27+OMtTW/jojI+xunourxm4n4/v+xUbIzO4vfZMgrLAYKiC/nicRTLNG4pZGgNBRCDhDwke2Ah968DO+cNBzQherJnSCe+mVL+YZN5m+0CaJ/aO8VTXBIoQFGyX7rE8npQYmoKhKZiaQq7kki0d8jRsj8LcWAnPLnFKe4x5UxrJ5XKk02nGx8fp7u4GoRCMVZIeH0a6h+rqZoBgVSOOY+Pk0gRMnXA0hhqMMzo+TiE1BqUsAnBRyGEyTJz91JIiTFMiyElTqzhpahULW+LURQMoTxN8k8kJBu//Pu3bf4TmWWyb93HsJdfRXBmhJmIeVrZouzy4c4Q7NvVTsFyaKoKcPauW+U1xRrMl/rKhn3u3DrJnMor0aEgF0BSE5QvvXkTDbQwRaTNZGFdAMRm2VaaEglToKnnXQxWC5oDBa+oqmBl+bn9CT3p0j/ayZ3wvAwObmbvhZpRxlcH0qVhegjmhFXQEVh0s73gqmuLS4zVSalhK9OS3Uj37VGQ6DYCaSCD05/YyzqdTbHlgBWM9XbiOQ6K+EU1TyQ0OMrB/DyN9vXiee1idgBnAcR0cx0FRFCKmQbZYwpt8DlBVhXA4hLBtRKmAki8QKNhUZSwS+SKRks2BbyhvwETETx44VAG7GwVrZwgqiKFlG8jnOugrLsEKVhKpCRKN6uiKyrSqEHWkcYZ3kc0Mg+4RCGRJxiMMmHVkRIQe2nDE0Y+BIl1C5HFQD3qDA6jSQZc2ljDwxKFI8JCXo7nUjV3Q8IQOpomLwWAggfM8IsaDMkdM5nBdjZQSxX4eyZMMWaKGYWoYpkqOEi95VLl5qh2PRK6KiaSBa9vUqAMY0sG1IuSG5mDTyNyTGohXmFQ0hGmYFsc0ntvz083mKG7dSvahh8hsXEd+1070jN/Zta8O9tYLhuOC4QQMT61g4fxzOT/cyrLxAfR9j/jinpXxR1hI6V+nDiBUOPm9cNYnj9opVqbM8ZAqpdiX2kfaSqMKFU3RUIWKIhQmihMkS0kUoRycrykqhT33M7bjNsbdAllFwUVQl5hK88zLCFTNoDpUQ5WoIiiD2LaNbdtYloVt2ziOQ01NDQ0NDajqc//uc7kcK1eu5KmnngIgGAwSDocZGxvjeHQTxXWJJ1NEM2lKpkEhHCYfDuOoGooQ1McT1E+ZhVNl0OwOMTL4O3ori9yvXshGdzEprQLhecwf7eOMSB21j9zKW82fMGjN4i/8D6PzE2R02DeaY/9ojrGcBUA0oNFeFSZiajRVBFEEFC2Xy0Ih5u5I4SX9csaUGNXXzUMx/rajZv6psAtw50d9ayeh+tYtrgV6GBZfQ656EUklgaeHicUrGCxqdGYN1ECUsVyJ/aM5qotd2N2buXs4ynbZhItKk1BolQqxgMbUjkpqWqNUukOcHh+hqqHdt5h6DqTn0bVlI0/dcRtdm55CNXTOfOPbWHjeKxBPCx6QUnLHpgG+t3I3u4ayNMQDvHJREwndo3FiF97+zUjPIzs+zkjXPlrnLeDVH/4Iam7It3la8zPoWeX7o1dN9y1M4s3QciKEqvwOzZblL993UObvnrIIXaZMmTJlypT5h0JKSWp4iJGuvYx07Wekax+j3fvJJsdR7SzTo2PUBbJEtBJRtQQO9GRjpDIBoq0J5NkhChGLMbvEdmsaImdiFHTOGn6KZelDkRopLcpXF3+VifoTUScsBruGKGYymG6Kkp3D1jVMXRLQJIGgTU3VCO/c92dmTnRxT91yzhzZwN5YI+uXvZKodgKbBwNUhE2iwQoe3WuxayjLWLZEruQghECZjDxSFYgFdYq2R6pgH/H5DQXa4gq6ABWPmGqTzySxHBcjHPcb/nh0RD3UsX04lkVEdRFmkGg4TCE1iuP4IrNuGAgzzN5CgHzRplLJM+qFGZZR0p5JRpqU0IBjR0UlQjp1YYUWNU2FzBD0CijZYT9xW7SW3kA7jw4KirYv+hqqQlNFkOqIge1KtvSlcDxJNSm+rv+Is9SN7PBa+JV7AdvpYErUJWRqbGQmBdslKjMkapo5bUYtVyxtJh7UD5wYfpiO5zI61Mu+lGTcMYkGdEqux1jWYiSdYTidYiCTQw86pG2Lnb0eg6MaiuKh14Ie9QgrOQoVVbixKCFdAcVgwFZwJFTqKlMDJg2Kyqx4kHnxMKdXRAmpzx0B7nouXeM9bN/VSW71Rtx+QTbbiivDLIvcxLzQPZhKHss26drUSr4LdCuPQFIMKNghAy9gIIJBNE3HKDh4uopjaBjpPAoKSiyGahjoqgGuS2nnLmSx6G9fCPKGhhSCgqGRCRgUdQ0hJfGCRU06h6cGyQdryAeryAYCpIw0llLCFR6OKvEU8ISftBNAERDSDTQzgCMkWYIMiQY8vZLxylr6aupwE2HUSodhQ2dIC+IdZ5SdKl0arVGijkNdrkj7UI7aUhpF5JhQXSy3iGE7BNUcnqNDvoAVt8hFDLLhCOlQDNfQCKoFdNtCZCTpkWq6Is2MJypRhUJYcVELFjguWqqImrQICoeA5mBoCp6uYCmSWsYoCZOUiKBaFrZhkomFybsmngumXcDMl1AdhYtOnMdZba2oQ3mMvIU5XET25enHZl/AYUfcYjwRYDCs0uOUGFdN8krwmMchIjPUMsg0dlHtjhEqelRnbCIZBbegommAiFIsTUUzphCsqMasD6HG9MOSignhEVHBVFy8UoHkjs1ku/aiDPahJSfQM3k016F2aJjxcJbRiGSiykA5aSnarOmYiQqaEu0sqllEnRH3k7iNdcKuu2D9b3xv7XM+A/Ov9JO0lfmXQUrJWHGM3kwvQ/khUqUUyVKSvJ0nakQxVAPbswlpIUzVpOAU2J3czf7UfopOkf5cP+PF8Re8/YDQiOoxYqUKyEDACaBIhfpCPTH72aP0FVVBj+l4eDhFB1mSiJCgdnotFUYFOjolp8TezXtxbIemxigiPUZ6NA0ll/hEirmbdxKwHKQQ6LbNRCzE9ikhxqIa6UCQTCCKrdcSUGKEUCmhU/A0DE1BBjMEo33MrNpNU+UAaS3BBpbwIOeyR8xAsy1qe/uQGUFk2OScwh7eH/o+1Vo/I2I6v634H349LBlzXAwhmFoZoqM6TLtUmOEKToyGiLREMadXIEsuzliB3LphSrv85HihJbUEZlSgxswXfPzLPINi2u+wUxTfZ3/lF32LGKd49PKJNmg7xR9t8sT3wfPbfq4WZlxvI12wkMIDXHBtGsQYYXHIn7pzyhvJn/4f1FdXUht77o7y1PAg913/A/ZvXIfQDUTLHNzZpzFBgDVdSXbldKrscU719jCfIZxchnwqCUBlYyOVgRLBSIy6ujjz7YdQhjYdWnmkzu+QXHg16Me+r5X516UsQpcpU6ZMmTJl/mEYyQxx7/e/TXbzWiqMAhVGgUSkSELPUaXkSOgWigAbQdYIMRGMELEK1BbSeMD+cAMPJZbTb9QyLd/DK4dXEpB+FNCg0ci2yvOx9QqGgtPY4rTw2L4kfQVf5IySp16MkxdBskqMnKvhyMPFtLhq8e/a77hG3EOGMJe7X2OffaSfqoqHgYMuXOKihKZAXhoYiocrBWlXxxAuEQpUiAKmcNDxiIs8VUoBVfhtNE8KSqgMeVGy0qRdHcfAxUWg4TEmwzxpt5BVo4Bv06HiERIWBanj4Ec8LWyOc+WyFmZWhZnWECMW1BnPW+wbzZHK20ytDBINGRQdj86RLK4rqY6aTKkOHxKBn0Y+n2f9+vWsWrWKTCbDjJmzaJq7nO68Su9Enr6JAmNZCyFgflOcC+bWM6chBlKSWnsT0dVfJ5zee9g6S8JEkzYqHjmCpGQQHRdDOJjYBLCw0FHw0PCjfR3FoBSbihVpJq3GGXSiuEKjNihpqk4QrGhANi7mvokGbli1k6e68xTsw79TgUdAK2GoFq6qUXJMbFsFKZCqwIvpKAYERQlNSgw8DFwC2ARVg8pgFfOba6gKH/0BX0oJaRtvpITXn6JqbAvnhH5Kjb4X2wtQlGFCSgqBd6AGAK6nkrIC9Kdj9A0bmPEcjlSYGK/E8SIgAkgRYywRYTwWQRLGUzw0oSIJI9FwUbAwCJkO00I9LGUd1XKQlFLFcGE2g9mFjDnt2PLwB0lPSjJGiolAiqKWZqLKI1UfIBOMkQ7GSRkJcmrk0PkuHcJkaWcf7exlCntpZx8Ru4RVjGPnmnAKrQivhbCtoVrQn/YIj+So8AwCSpBGs46oFmO8NMBYaQAFBScQJGtIhBQk1QzjYZuk7VueBDQVQ1OJiyxxkSYQjlIM1TLgxmhlgFJ6lBsm5rHbrsHi6YKp5Nk6XZ4PCtCKQj2SgCzRWMrQJgwq9SoMRQPPZTC/m0xqLZZIMRGtJFlZS6E2QVRzkHqQQbWKtB4iHQ0xFKnEVg5PcqlKh9lsYTq7EHjoloeS0wjkdTRXIHQLjBwBmSNSzJFONZBPJjBc/3wqSRUFiX4gwyEgJEwbHKZt305i/YPojr8sFYLORsGuRkFffR2ZinYKsekE1DZOIs/Vw9fTmN9O1qxnZ+vr6Wy/CowImqKgqQJVEWiKQFWUyalAUwWaojxt2YF5h5c7+BICVZ2cKn7nnRCgCIEiKNsIvIxIKRktjNKT6SFrZ9mT3MO6oXV0Zbroz/ZTenrStkk0oeFI5yhrg6gRZVpiGiEtRG2olqnxqUxNTKXC9XCHtuI4RVy3iJsdJtH1BPG+PbhZFScZxClU4VkmjhdmKFxHX309veEwlnIgUa8EzyORStLS3YMqLRwVHMWFUh6zVMKwJQO1FYzVVGMHYkgkwrPAs7GDVUjz8Ht31cgQS9eso2JyhIoHDMc1ehNBeitMJiKVFGONGDVtDE6ZjwxV0xyIohTTFEa2oaW3YpgpjJiNEbPJB8IMKE2MK9WMU8mYV01axLEU/15RbdlckA8wr9fG6NtHU2kNbeYG2s3VFKni+851fN9dCAgWqTrvrk0wa6CI+rTrlxozkICXtg77LEJXiF88hfBJDeXfzN8K1/GtOgoTUMr6I0tKWT9R5sBG2Pew75M855VwygdhYh90P+GL2Io2+VJxhYoTrCUdm87K8UqUbbfwOudO9nt1/LfzRiYS85jRMY3FbRVETQ1TV4gFdBa1JNBUBSklOwYz3L1lgDvX7mV/2j3YlhXSI+pkuSAyykVTAhTTSaTnETI8mqJF2uQOAj2PHD4SJtYEy94G8RY/uWf1zHInZJlnpSxClynzd4b0POz+flJ9+5jo34c7OoqbzeLl83j5PGrRRrEcioqDpQkwDSLhCiqqmog2T0GNx1DCYZRwBK22xh/CW25clClT5u8cKSV5K0fRKiAVsKVDqZhnYKyHrqHdjHXuYGLHNszeIpfW9TA7PnKwruf5Am5/rJJdla2sqD6Rv0bOJ6PED6ycpemtnDG6ltPH17E0vx0Ti4IIcL9xNncWF9FtRdgu21CRqLioeIQpMF3pp13P0BC0cdUww24M27YJub6Hbd7TKEmDEhojMkTSC5KSAVrox0FjTFRRLXLUaTbVpo3t2NiOS0IUDuZACplBqmOV6EET27Io2RaWa1OySihCobGhhcr6NrTaRtKOQEgIqi4FR1DywNRVDFU9aMVxwJbDUAQBXcGUgsqkhZ226CpY7M2VGLEdEkGdSl2jwYG6gTxWTxYvY4EqUExfnBZBDQE44370jho3iZzaSGhhLUJXsLrT2EN53LSFmy7hJv2XEtJRK0ysfIkNmd2sy+/Cw6Mj0ExNKIGrgxEOsGjpIoK2jj2c9+uEdZSIjhLSUO0BlPQ2RKTCH+K690GkEaZo1mCm9jIykaRzwqPoqRSkRtY1UF0LD8mwTJAr5KlwhpkheqkXE1SJNBVk0IVLSWqY4pAwMigreMBdhCZdgpQQSHbRQp+oIaXFKGoatqpgKwoBzSKmFalUoM+KsbNYQ9KNUHQNPFtBHM3vUYARdtGDLo6qowY9KmJZomaWiCwQdAoE3QJhu0DIzmM6MCM/QltxGN2VZNwqPDeA8HTE5PD0gFKgVnTRzmYEh7bpodCjziQlaqjwBnEUSVHRkFKjzu0n4Y3TZbaS0wPE3DQJO0Xc8YVbS2jsCLTSag2RcA89ZPbpNewJtrBfb2SP2czG6AxWVyxA6pofCg1EZJpqRonLcUL5HGErTcxO0lSaQM0kcLO1KCUIqTaqYjKSrKRoGwhVZ1zYFBVQFJUuwvRLjdIzhGAFqFShWipEpEDFZaq+nyYjTVQEmFO6h9liAxPEyGNiYNPIyGHf8zMpSZ3dyhTySgRV04kHTFrCUXJuE2N2nJIzzqheTU9wGn1eE6anE7I8lJKH47gEZA+1CYWwqZMezTORraFk6wzrHiktyXh+jF4RIE2AnDBJSwOQGDiTwrf/OVwUwggOHHENSVBIgtIj4Llo0kaXFpqdw3QzaLoFsSBKRKEYMdnVNIvx6PNLHhh3k7TYvbTZvbRZfYTGC+R6DVw7gKuE0XUVTwpypQBexiUwlmRacYDm0S7qkuMonkSREkuT7G4S7GgWbG+IMVYRYakY5yynH9MxGLcbCDgmitSx0ClJHQsNi8n3aEzIKJu8qfTKGpJEsDh+W5OjoQjQhKRC5IiLLBUiR4XIkRBZAsJCw0MXfmeVKjw0PLTJ9xoeKi6a8Dvsnj7fN3sQZJUIndp0kmoFQtGpCAgCqv8bzKoJ0loFWTWBJ1Sipsa02ghhU0MVAkXxxfIDAroiBKrC5NRfrgpfhFeeKb4/7b0yWebFNPEVIQgZKpGAhqmpB6OZ96f2sz+9n/5sP8lSkoniBMOFYfYl95G30xgCChJAMD3expTYVBojjTSFKmgIxqjSQ8TMSoKqjnCz5FL7sD0w9Vbyg2PYA0PoA91oXgbHyGHreWyRxpYZbDJYBjgBBQIuQpMIR+JJFUfq2G4AyzbJODE8R8fxDKSjoXoewWKWQD6HmvKwcwo5Q6dEANc2MEouZsEmkLPJT4QoKjqWolNXGKc2n0KREsWTqNK/TgvNJU8IoXsUYhoj9Qn6amvpqmmlt7IFK5rANUwKwiStBhnTIjji2DYWMSfD1QN/ZUF2FxV2mqQexRUqNdaEb9PrKlRaGSqcLKa0SdmtVMkccbUTcFAmr2PjspKH3eV8zrmCogjzgcUtvOq0Npoa/WhvJ1XC7sviFRyM1ih6jW9PZA/nsXoyKEENrTKAVh1EaOVEcH9XuA5kBnzriueVJFqyf+09NDz0UYK5XgAGZSXrvQ6SMsIwFXR6jewILaG+oZm9Izn6kn4bdFlbJYvbEkyridDsjtMQgoapHZjD631P58EtkwkYB/yNBeK+x3rLcn/UnVP0EwuWbZjKPA/+rkRoIcQrgO8AKnC9lPIrxypbFqHL/COTLCbp79/B+P6NZPp3kx7YTz6TRboK0jYp2BFyepgSJlpOojqA5w+j1Z0SwWKORCZPPJPFtIsIKXBVFVdRkTgwGXEgAFdTsKIBZNhEmCpKOIgSDqGEwiiBAIoZQARM1Mn/lUAAJRhAV00URUE3TIKRGIl4NdFYBYFwBCEUXMfBdezJl4Nr23iu60d0TV47pJRI6YE88L+/TDI5PfBe+uJ7dmKMzOjIs/uqPcc9WTxbgYM39MltHthHDvw/GV8mnzn/UFTUc10V5TPfiIOH45h7/PRa8ohlz73NwzZ5oLA4yrynrfZo++Tv7rNs82nBYfLp8w78K55R9mmLxbNs88DuHvj/uW49z+s7ONrnedpGj/o5nrlDz1y/PHL50YrKY/x/tJmH/hVPm3fkF3f4nKe9E8JPFCUU39dNKP48RT2sISu9Y/0GD3xhHk42hTM+hDMxjGcVQCiosUqUYATPsZG25fvbORbCdRCejSIdFM+/9qjSQfFcBA6q5yBwEbgo0sXzJEk7QM7RfKsG6aHpDqrhoRkuigKupSABV1exTRPLNLFMA9swCUZsXlVax/xsD3fXL2dl5VK2aR10yhbSdhyRc1ByNkbBwShJ4raF7jpYniSJOmkrARoOKi4xUaBJjFEpsgSFQ42SIyYsbAw8FCx0pFAmv3eBgo4pdALodHi1zLbqCTxNLMnjWxZ4SAbIUBQWmpAUhEVelMhjEcIg4UWokGFC0sBAJyoDz37tOoAi0KoDaJVBlKCGV3SQJfeoRT3bwxnOH3P5M1FjBua0BFpVEGm7eCUXJHgFBzyJVhMEIbD2pSjtTR1RX+gKatxEjRmoCRMvZ+OmLJSQhtAVck6B1alt7M/3k/cORcspUhCVQQw0TKkRxCQkTbzJqF8NBS+gYOkuaSfHqJOiJO1n+4kexNAN6msaQAkSDsVoqqylXpgYtkK6CJ3DKZxMhjYvR0OxiGKF8WSMPC6jSpqikkXionsGBgFcBEmRpyT8YbIRGaDKi1AjY6gUkPoI2WgXg4ZHn6bTZ8bo1Q16PJ2+YpBkJoiVUxGeRDpP+11qAhnUkGENGdKQpgKK8K+pB7w5bQ/heOBK8EAcvGFBm9vPKaXNbNE6CHpFziiu5wxrA5Veim6lHktoBKSF5joMUMWQrGAhnQSlxTAVjKhxRkkwYFVyv7OYERKApJ5x5ihdzBbdzFH2M1t00yqG0SYjZtd6M/iqfRVFRUdDEpclZoluYiKNjk2QEkFhYWIRxKJOTDBD9GAIF08K+mQ1ScJoeMRFjgqRIYhFUQSwtAg6Lqq0EdLFFTqu0LClivBsVOlgyiI6hwTmHEHWBU4nUCpgOEVAIynrGJcNjMo6wtEgDXGF2uIEOaUGT9OZX1iJbu9FcSeQjgdSIrBRxTBCPOOKKxUc2YJjtIMeQ3c2o9n7Dy8jNGS4DaE5CEXzhyI7Rb8TxS4g7QI4RQQSVw3gaSG00gQeGjkiGFi4UiUjE6RknAkSjMs4IzLGsIzTR5xOGSNFkGrSRIXFVBSqEAhpME4QD4khQDPARqMkTVx0iqpG0VSwzTQFs0AqrDIcqmQoWINr6tiKjoJLDSM0082U4gBxO0nYzRBy8pRkCOlE8EoKsqShFDWUvI5RkoQ9C4oa2Cqm7fvu67aDIj2k8HCFhxQSgYcQEgVA8RC6i6q66IovBBt46Eh0IVBUHU/RkZqBVA08VcPwigg8inoMV2j4qVs9kC6eZyHtDLa0sJCE3BxB6XeeWYqKjTJ51fAQSDQcDEro2CjSRZm8Lwjh+fs5WU4wafODQAiBQCHoZTBw/HlMLvOvaJO3XP+djU6JCCUSlKROCYUSCkUUighsFCwkJQQFJAUFiqriT1HIKf59yJImFiaqsDCVHBmhk1cUPOXpx9ebHK4vMJwQqqcjkUjhIaSC6ml4ioujWriKdXDqqhZCLYCSIxzKU6F7xBWIqx5xFSoUfxrWPExVcsAyXZYEuCBCz2h1eZJQwUXxJEIy+ZIoHthSJy8jWJhYioalqdiK5pd1wbN1Cm6ECSrp1+spCg1HUfAUhbwaJK1GSKtRevVm0kriiGu+kAe+M2/yW/GoYowmeglQQMPxX56Hbuto0kbDQccmLPPYQEY1KShBckTJyxAFGaJEkJJrEndzxNwcIAkoOYJegSmFXhJWGtW1cRwd29XxEOieS8hxiHgOM0rdzCvtwMRilBqyMkaELDoejozjCQ+JS0aGyckYIKgRXWQIsFbOICkNRmScDWIhheBUKqMmC9sreN3JbUytiRxxHMr8i2LlfS/mkV143atw+zeClUUrjCKkh4dgUGnAMmKYkSoqqmoJRCt8MVkL+FHM+THYequ/HkWHmplQN89fVj8PWk8uW2yUedH83YjQQggV2AWcD/QCa4CrpZTbjla+LEKXOYD0vAP/+IInHBJBPQ8mH2Sld0hk8Yv4AgjepCDjeZNCjOfXOyigHpoi/WWCSdHG85BMlvFcHNsmmc7QnxxkODPOeD5NppgnazvkkWR1g5wRJKeGKBBAdaCxNEqVkybmZIk5OaJOlribI+rliHp5YjKHkBJXKLgok3EY/iurhBjV4oxqCcbUOFkthESgysnoDin9yA0p0aSLCmjSQ518KXgo0n+pUk7Oc/1oAOTBZYoE1QN1shHpvz9URj3YUAcFiSf9/fQmB4QJ4R16IQ9NJ+sckNYipAnjRxceWqIcLHnopTxt6j8YHnh/qO4zOXLeYeUOU1CfIVxK8bT6h1TYA/t4fDxTQDzWPh27/rE4XMg9/p7z5yp7NDH34PxjVn3mgqOo4sfcvnxe+3/YOg9+Lc/n8x/teIunLT1y/hHHZFKkOOZ2xdNqiUlh+cC8g/ssfZH+iGUH6h2aHtjawbrCF0f9lQukVCZnPmPKgWgXz3/wFx4Id3K1yuQSgSNUwjJHlTdKpTdKgAIKHkJO/vqEPOqZ/HzJY9Kj1lCcTBbmCNW/rkkVKQQuCrbQyClBFCEJywJRN88Caze6dPlv7438zLsY4R65L1EcYsK3bLCkgip8a4S4KBEVJSKiSFgUCYoiqnKovil1QtLERMOQGgoCQ2pM9eqo8xJoKAhVQasIoIR1tJogatz0tf6w7guwCRM1bqIENWTJxc3ZeHkbJeALxtb+NNI6JAoLU0ON6mg1IZASZ6yIMFVwJc5oHilBMVSEriBtDzdtYQ/ncZNFvIKDEtD88kdBaApadRA1ooMqMJqiaJUB3LyNl7Xxir54p5gaatxAb4wc5h37bJS6036kVcnFaIpgNEX8iOnjjNwplUpomsZY/whPPfYkaSuHJRwK+QKZTIZsLosqFEDgeA6qUDCFTlQLU2XGqTBjWNJGtQWBrIIoeqiomFLDFi42Dh6SQSXJsJKiICyK4khvbQAkVIgIUSOMampMWGmSpcyz7r8q/HuPN9meUISCofidEa7n4krvoIh+AENqeMJBDWQQniBpRRhwK8hKk6zUyRAgJYPkPIPjva+IZ1wzFTxUxUMVzuTUF/jE5P26wkxi4uI6Bp6jI12/U6YgAyioVGLRKEo0qh5V1TXU1iaIG0EUGSKnqGRMl4SpEvNGCGWeYva2bxNwjuyQ8FBw1QBSCyD1IJ4WRKoBnEAFhco5OGYC3SsSy3ejOXmEUFBCCUSoCsyYPxy5lAbV9B+OFRVc209u5Dqg6v58PQANi6ByCm52DLV5CYQqAbCHchS2jfmiPeCVXIo7xnGTJbTqINKTSNvzO0k0BaEp6LUh9MYwekMEPeEi7DQyVInbux/Zuwk1vQOR2oEY2w2lDFS0wcKrkeE6pCdRhAv9632PZD0E0gW7CJrpP7QfeGlBXyEuJMHKQaTWF6oLE6CHkFYROT6IsMcQ+WHIjcCkxcjLjYOCjUaKMCMiQQndl+0mr9O2OPS/g4Z9cKohhe8V7gkBCiiah1BBVSSa4vltRk9BODqqVFCkf2dShIOKg+IJNFdH83QECshJyxtXA6mDq1KQLkXpYQsb8IVtiYeDg6c4HLobewdaiP5U+G1RHzkpFMuDfbRSCjyp+PfTyUaOnFx4sMNLHmhl+X8KCgoqymTrV5msI5AIxb9fojztOqDIg+0n6fck+XuoPP1e76Epk4K4cFEUv00OAuEY/uON4oBwfEldKii+1IwiJp95hMSbbGdPftyntZhByAPyuuI3E1QXVwVbUbCFji0NHKn7yz0FTx4wgRe4+P7xqnSf9vKfEwQepmdzUn4zFV72JTwrIUuAMSVOhhABaROQFgFsDGmh4B0WGCCBISoYkhWEhYUrFEpCp4oUOg55EUDHISAtgpQm12VNdiq8PIzIOPe5S/iNez5bZTu6IrCPMmImMBn97gENIYOWyhCt9RGaK0LMbYxx8tQqtOPIPVCmzGHYRRjeBrtXwOhO/95TTB6aeo4vYE/6UFM5FU58Nyx5U1lwLvOy8PckQp8MfF5KeeHk+08BSCm/fLTy/6oidH/3HgZ+8XpCkzfNZ4p4B+7AT593SDqTh02PNk8cY96BdR97nce//gPvj7b+Q8uOXV/hb3de/q3JyCAZgqRlmCxBMjJIjgCeEAeHDKqTDWsFj7AsUkuSWpEkKKzn3sBLiCvFpNB8SBw+8L+K5z+2CO+odZ72WHDwvYfCsEzQJ6sB/ztX8VCEnJTe5aTY7R8DdXKLTz8eB6bP5KiStDj+8+jo8vHR6x9d/j6++seSHY6+rRdX/8Vu//nUP959PfYx/dvUP1YXwJHXqmNd5w6hPI/z6+8NS6rskU3slM2MyMTBzi8PXxyWCFx5qEPMRp2MLVL9l1SxJw0tHFSsyakrNHTh0KYMMUUZpJVhNOmgeJO/b+EPgT7w29dwCVFCIsgSICeD7KWRu8VpjFLpRxlhY1AiIGyCwhefIwroioYmVDShoSsquvDf+/M1dMV/GapGZSBBbaiSsBlCMVV/xIipTU4n34c01IiBWhFAqM+no6TMC0FKeVDQfvr/x8LN2TjDeZyRAtI9dA9QghoioCEE5Ap5RjJjlAwPC4eSVULTVArFIgMDA2QyGRzHobq6mqamJlpbW4nFYiiKQrFYpFgsIoSgpqaGQCCA53lkMhn6+vro6+vDsiyklGiahqqqB6dCCBzLJp/NoUoFQzVwbBskmKqBoeqoKL5Q5ElcR5K2PBwXHNf/X6oQiAjMsEDTPfAcfwSS62DbNuPjE0wkkxi6RjgcJh6PY5omhmGg6zq6rhMMBqmsrKSqqopoNEqxWERKiWEYBIP+Q+aBkRIIcXwdErlR36/ywPOCFvAjpaINvCiPgJeR4zmf/i454BuaG4HssC+Ch2sOHwJt5SA7RMkqkS5YZAoWqoCQrhAyfB9Qy3bQFPA8j2zRJle0yJVsciWbQrGEbRXRPJuwlybsJFGkhfAchDd5hZcu6uSIFxXXt6mQjt9GxcXA92f/R74HljkcT4ojgmDkZHvgmfM9KVgvp3O/u5gcAVye1h6QflS3jYZAEsTvFDaxKGFQlAY2Oo4wCAqbGpGmWqSpmnxVkyJKHlsYWBi4wkDqQaSi4kqJpiromoKpQZU7SsQZI+MZ4LmonkVSxLHQ0b0ijtAoYVIS5uTUwFUDWFKhaEnyrkAoKpGgQThgEA2ahAMG/6+9ew+TvKrvPP7+VnVP98AMt+WiAUFFjQa5iQtuFMWgrsYL2US8QBBZEiWuqBg3ah5FUXw0LrKoPK4Bb7m4ia7ZeMkSIYmRoKhcFhTRFTGAChhuym1g7On67h/nVHfN0DM9Vb/uqp6p9+t52u76XbpPDR9/dX7ndy6/YC13bljNVLvD6laHyXbwwJp9WbVmV/ZYDbtOBzu0Z+tIsRk6BOtX7057l0ewZnoVO05NsHZ6gsl2i/vWb+D2e9dz533r2Xn1JHvtPM3aqa1/mCstqdkZuOO68iB4l0eMujTazq2kRugXA8/NzN+rr08AjsjM1/Yc8yrgVQD77rvvYTfddNPQyrdS3H7bbVz/0WNYxzQPRnlKDRv36Ottwp3fF5vse+jxc9+j99xNe//FAudtad9Dm3+6PQs2LsuWti30euF9D22O37QMPX8nNj1m4zL3Nu9vtC02bhqP1vz2uQbS7NBOaHU6pQdxByZmk9Zs0AImgHYE0Oa+9m6sb6+F1iqmJ2DH9izTrSzzw7UoQ/+6P7datIIyn1y7zOVGO5jJIDsztGbXlV4NtMho0YnaeJSwgWQD8EtgQwSzUXoqd2qvw9lWq25rMUOr9k5s0WkFM8BM1K8MNkT5XbPZYjbLcMLyj5Ldb+XfJju1V0mrZjXILPOZZv0P0J32Yn4Kj/kEzHVsf8h/8SZycy2Qc0nJuf+Z2zG3YX6KhPnvWd7QFhphFy3R/J/p4/jeDZs/t6d7yNxRD3lzC/3Wvsz9/SX92MgFflpw99bu2Krd/Zxa+yD3vK5bovYwju6FptsjuRwT9RhozXd07rmOlStS72+PerWPuf3zP3fq35ulO/a19KMpj3dy7nUtR31ck3VqiowOQdDKZHWu5/72Dsy2WlBHL0DpzdUKWNWeZLIdTEy0aNVFpKbasKo1ydTEKtrtVUxMTDO1aoodp1ez4+opdtpxmr1XT7HjRJt2lHe12+ppVk+WnqOZyYMzHaYnWxvdfM12kpnZDus3dJjtJDtNTyzYA6jT6TAzMzPX6CdJGp3sdLhn3YP8+I6fc8udd3PX/eu478EZOjnLbGeWDbPr6OQs2enQyQ5Ji9lMZnKWDRt+yYaZmTqtRBmJmDlLGdW4gWh1RyL21gznPyc79Yaok6X+XLomlGMzSm/lVvf4iLnPXzLLcTlLUOuu1BGTWe5dYm7QUTm/VUuQUbtWRJnTfKI1Sas1UX6emKI9MUGrNUG02nVO6DKnezBBO1q0Wi1arcnyyd7psL6TzHSSmQ0dNnQ6dDrJbMLs7Aai1aI9UXpEd2oP6fn3n3OD+mqn7Z57mSzdOLKOWoygFS3a9X1MtdqsbrXZsT3BDu1JJiYmiHYbWhO02y1arXLvsWqyzUQrmJxoMVkXk2y35heE7P7cneu6Vee6nmjF3OKUE61gol3OnayLVU62Sp1CkrT921Ij9Ipb0jIzzwPOg9ITesTFGYk99tyTPU7/xqiLIUnSkogIVq96aONxubltMz255YblVqvF1NTUchVPktSHaLXYec0OHLhmBw585N6jLo4kSdpGDHvCoZuB3r7/+9RtkiRJkiRJkqTt0LAboS8HHhsRj4qIVcDLgC8OuQySJEmSJEmSpCEZ6nQcmbkhIl4LXAi0gU9k5rXDLIMkSZIkSZIkaXiGPid0Zl4AXDDsvytJkiRJkiRJGr5hT8chSZIkSZIkSRojNkJLkiRJkiRJkpaNjdCSJEmSJEmSpGVjI7QkSZIkSZIkadnYCC1JkiRJkiRJWjY2QkuSJEmSJEmSlo2N0JIkSZIkSZKkZROZOeoybFZE3A7cNOpyDNnuwB2jLoS2OeZGgzI7asoMqQnzo36ZGQ3K7KgpM6QmzI/6ta1mZr/M3GOhHSu6EXocRcQVmfnkUZdD2xZzo0GZHTVlhtSE+VG/zIwGZXbUlBlSE+ZH/doeM+N0HJIkSZIkSZKkZWMjtCRJkiRJkiRp2dgIvfKcN+oCaJtkbjQos6OmzJCaMD/ql5nRoMyOmjJDasL8qF/bXWacE1qSJEmSJEmStGzsCS1JkiRJkiRJWjY2QkuSJEmSJEmSlo2N0NI2IiJi1GWQNH689kgaNq87kkbBa4+kYRu3646N0CMQEf67axBrACKiPeqCaNsSES+KiP1HXQ5ts+auOeNWSZI0MrsARMTEiMuhbUxEHBcRB9ef/cxSv6a7P5gfSUOyC4xPncfG0CGpjUBvHHU5tG2JYs+I+CrwMYDMnB1tqbStiIhnRcQ3gI8DDx91ebRtiYjnR8Q/AmdHxNMB0tWM1YeI+K2IePeoy6FtR0TsHBEXAl8GyMwNIy6SthG1znMJcA5wKPiZpa0XEc+JiEuBcyPieDA/6o91HvVrXOs8NkIvs4iYiIg3Ax8CzoqIQzKzY29WbY1a+Xmwfh0UEc8De9Nr8+qDizUR8SXgbfXrm8B+db/Z0aIi4pHAe4APA98HXhURv1f3mSFtVr0GtWtezgLeEhFHjrpc2mY8APwCeGJEHAuOANPm1evN6oj4LKW+cybwOWCHut/saFERsQfwLuD9wKeBl0bEW+s+6zzaLOs8amgs6zxeVJdZfZrxA+DxwBuBP63b7c2qRdWKzz7A1cBbgNMBMrMzwmJpBcviPuAvM/OozPwn4ELgmLrf7Ghr7A98LTO/AHySMhLj1IjYtT5IdYiqFlSvQbPA9ZTeiK8B7BmkRdUbr10pD05fSnkIRmbOes3RQur15gHg07XOcyFwKXBC3e/9lraoXlv2Ar6dmZ/PzK9Q7rn+a0Tsbp1HW2KdR4Ma5zqPjdDLICJeFxHvi4iX1E3/JzMfzMxzgD0j4rh63OTICqkVqSc7vwNzDYa3AI8Dvg7cGhGnRMRjR1lOrTw92TkWIDM/U7e3gJ8DP4mIqVGWUStXRLw4Io7o2fRT4HciYqp+fn2VcmN/+kgKqBWvXoPO7/aYBy7OzHsz83xgx4g4uR5n3VPARpn5zxER9Ub+HuD5mfl3wHci4vSIeGJm5vZ+U6at15Od3weoD0y7N/U3ANdGxCNGWUatXBFxYkQ8G+ZGnd4H/HpE7Fa3fQ/4LLVRSNqUdR71yzrPPP9PsYTqcIzTKE8yrgDOiIhXUp5wdL0R+G8AmTkz9EJqRVogO2dGxCtrZegxlKfzd1AagT4AnF3PG4vJ67V5C2TnXTU7e8Dcg4wbKB9w60dYVK1AUeacv5gyZdRbu5XlzPwB8A/An9TjAvgo8IiI2Mt5EtWr1nWOA/4GOKEOY350zyGnA2/s9qQfQRG1wmySmRMp15/9gbWUXkEAf03Jzqfqa+s82jQ7vxsRfxwRj4a5ns/3AAdThjhLcyJi14j4HPA+4APdYe+ZeSNwFfDBnsPfCjw6Ih5lnUe9rPOoX9Z5NmYj9BKqH1DPBN6WmZ8DTgMOAv5jzzF/C1wXEW+CsojGKMqqlWUz2TkEeDbwM+DIiLgAOInSI/pf66kOMxxzm8nOwcBze465FPhpRLxoNKXUSpWZtwFfoOTlVuDVPbvPAF4QEQf0zE9/L6XHkNTraOBPMvPLwB8C08Dx3Z2Z+ffMzy2+tjtiQ2Nt08xMAcdS5kd8XkRcBLwO+ApwUz1nLBbs0aI2zc4q4He7OzPzGsrn1ctGUzytVJn5c+Ai4AnAlWw8uuu1wHMj4t/X1/cD3wZ+OdRCaltgnUf9ss7Tw0boJdIz1OIK4EiAGrIfAgdExK/2HP4HwPsj4mfA3kMtqFacLWTnB5TGxEMpQ+Mvz8wDKJXqoyJib5/Mj7ctZOc6ynXn8fW4nYD/Bzj6QnN68vNh4HuUG7PnR8TDATLzR8DHgY9ExNMoN/l7AvbqELBRhq4CXgCQmVcA3wD2join9hz+ZuC9lHrRw4ZZTq0ci2Tm0cDTKKMwLsvMQzLzOZQ6j70Rx9wWsvNNyvXmafW4oKyFMb09D2dWf3qy8OeZ+QvgI8BvR8R+AJl5D+Xh+9sj4kTKQpcH4IN3VdZ51C/rPAuzEXpA3eE73Q+0nqEW1wNrI+LA+vpiYGdKV3si4hDgfEpX/Cdl5p8NsdhaAfrIzr9QcnMbcEpmvqMefxfw1My8eagF18gNcN1ZU4+7h7LA5V5DLbBWlM3lJzNn6iK6l1IeVry+e05mvpfSEH0y8KvAyXURKI2p3vkNe65BXwdaEfH0+vq7lJ71v1LPeQzlhv/zlLqP82yOka3MzLWUB+5rgdMz8209v2LfzLxhKIXVitLH9eYWoPsANSkPTO/fnm/itbhN8pP1+4P1++XA3wPv6TnmXOAc4DBgP+DYzLx7iEXWCrLpQyzrPFpMH5kZ6zqPjdB9ioinRsSfAW+LiN26H2gxv8jgZZSu88+JiIm6sMHewJPr/juB12TmsZl5y7DLr9EZIDvXUipAh2bmgxHR7mk88qn8GFmC6w7AyzLzU8Mst1aGLeSnvUll6Q7gi8DjImKfOl/0rpn558CrM/MlmfmzEbwFjVhEHB4Rr4ONKtS9N/g/pFSoXxoR7cz8KeWh1yPr/ruB12bmb1v3GQ8DZOYnlBv4/TLzl/X61J2j/v4hF18jNOD15mHMX28A3pSZnxhSkbWCbCE/EQ9dJO5c4DERcUBE7BURj8nMrwCnZeaJfl6Np5qh84E3R11jp25v1x+t82gjA2RmrOs8NkL3IcqiFx8B/pnSOPjuiPhNmF9kMDOvpwyN3x94Sz11PXVul8z8SZ2rTGOkYXZurPtn7dExfpYiO/WYB4dXaq0Ui+RnNjMzIqYiYqq+/hdKJem7lB71u9djnRNxTEXEG4C/pTzEeF7d1l3MqXuDfy9wCWWOu7PqA7JdKQ/eyczbM/OHQy66RqRBZnZhPjOz6YJOY2cprjf1WD+zxtAi+cnM7ETE6ojojhT8cT3+GkqdZ6e63TV3xlBtCHwvcB6l5+qTgHdExF6wUS6s8whonJldGNM6j43Q/Tkc+H7tTfgm4GrghVHnz4yIMyPi45SFDj4EHB4RVwJ3UeYm0/hqkp2LRlJirRRmR00slp93AR+jDmOOiFMoixP+KXCQlWgBN1DmsfsD6kOu3hv0iDgD+J+Unj9vp9yIXVJfO+XYeDIzGpTZUROL5ecdwKcpc7ESES8HXgOcBRyYmf932AXWinMz8JJabz4NeAqwurvTa5AWYGb6FHas3LyIeCGl59gVmfnN2qPsL4CXZ+aPI+LXgFcA/wZcTvkQO732SqQ+ZZ3IsviBxojZ0aDMjppYgvw8C7ix+1rjZ4EMdYcSTgL/G/hyZn6oDhs8AHgr8PYsC1l2h8zvmJn3jqD4GgEzo0GZHTWxBPl5CvBv2/v8q9q8ngx9KzMvjzJt3V11hOD6iPg8cGZmXhERB1EebngNGmNmpjkboRdQe4idR+kifxFwHPCGzLwwIs4Cbs3MD9QPuuMoT1PPybpwQUS0xqk7veaZHQ3K7KiJJchP2+Gn422RDEWduuVo4Gzg6My8Y5PzvQaNGTOjQZkdNbEE+bHOM+Y2k6HXZ+ZFPcesBb4GPC83mdvZa9D4MTNLx+k4FvZk4JLMPDIz3w18EHhV3XcJcGBEHFE/vG4Gnm5DkCqzo0GZHTXRND/ejGnTDJ0DnAJlLs16zD8D3wROhbIQS/0eXoPGkpnRoMyOmmiaH+s8WihDr9nkmMOBazPzlohYExGPBa9BY8zMLBEboauIeEVEHBURU8A/UYYvd90JXFd//hZwFXB2HfZ+AHBTROwAG6/Cq/FgdjQos6MmzI+aWiRDdwHfr8d1V+zuAGdSVv++G3hSt9fZkIuuETEzGpTZURPmR01tRYa+V4+brNt2BX4SESdRprA7BDZ60KHtnJlZHhOjLsAoRUQAD6NMFN4BfgT8PqVb/a0RMZmZM5QFm3YFyMyfAR+MiP2AT1Dmg3lFZq4bxXvQaJgdDcrsqAnzo6YGzFCnnrc/8EnKCuBvyMxrRvEeNFxmRoMyO2rC/KipATM0U08/BjiesnjcSzPzO8Muv4bPzCy/se0JHWUuqATWAjdn5tGUlXTvosz1AiV0AM8GPlfP27Nu+yPg5Mw8IjN/MLySa9TMjgZldtSE+VFTA2Tob+p5u9Xz7qEsZHm0N/TjwcxoUGZHTZgfNdUgQ7vXbRcAL8nMk2xMHA9mZjjGrid0lEWZ3g20I+ICYCdgFiAzZyPi9cAtEfGMzLw4IlYBtwPXRcR7gBdExFGZ+XNgbFe0HEdmR4MyO2rC/KipJcrQMzPzNuC2Eb0NDZGZ0aDMjpowP2pqiTL09Mz8q1G9Bw2XmRmuseoJHRHPAK6kdJu/nhK0GeCZURcryDJ/1DuBM+pp08ArKXPArAWeVW/kNUbMjgZldtSE+VFTS5ihu4ZacI2MmdGgzI6aMD9qagkzdPdQC66RMTPDN249oTvABzLzLwAi4lDgUcDpwP8ADouymMHngd+IiH2AXwH+Ejg7M68eRaG1IpgdDcrsqAnzo6bMkPplZjQos6MmzI+aMkPql5kZsrHqCU15wvHZ2t0eykIF+2bmpyhd70+tTzn2ATqZ+dPMvCwzX2G4xp7Z0aDMjpowP2rKDKlfZkaDMjtqwvyoKTOkfpmZIRurRujMXJeZ6zNztm56NmUuF4CTgCdExN8Bf0UJY3d1TI05s6NBmR01YX7UlBlSv8yMBmV21IT5UVNmSP0yM8M3btNxAHMTjyewF/DFuvle4I+BJwI3ZObNAJmZIymkViSzo0GZHTVhftSUGVK/zIwGZXbUhPlRU2ZI/TIzwzNWPaF7dIBJ4A7goPpk4+2U7vVf64ZLWoDZ0aDMjpowP2rKDKlfZkaDMjtqwvyoKTOkfpmZIYlxbcSPiKcAl9avT2bmx0dcJG0jzI4GZXbUhPlRU2ZI/TIzGpTZURPmR02ZIfXLzAzHODdC7wOcQFnRcv2oy6Nth9nRoMyOmjA/asoMqV9mRoMyO2rC/KgpM6R+mZnhGNtGaEmSJEmSJEnS8hvXOaElSZIkSZIkSUNgI7QkSZIkSZIkadnYCC1JkiRJkiRJWjY2QkuSJEmSJEmSlo2N0JIkSdICImI2Iq6OiO9GxJciYpdFjt8jIr4VEVdFxJGb7HtlRJy7yPlHRcSvL0HRJUmSpBXFRmhJkiRpYQ9k5iGZ+UTgLuC/LHL80cA1mXloZl4ywN87CrARWpIkSdsdG6ElSZKkxX0D2BsgIvaPiC9HxJURcUlEPD4iDgHeDxxTe0+vjoiTIuK6iLgMeGr3F0XEC3t6TP9jROwVEY8ETgFOq+cfGRGfiogX95x3X/1+VERcHBFfiIh/jYj3RcTxEXFZRFwTEfsP759FkiRJWpyN0JIkSdIWRESb0sv5i3XTecCpmXkY8CbgI5l5NXA68JnMPATYBTiD0vj8NODXen7l14CnZOahwF8Df5SZNwIfBf577X29WE/qgymN1k8ATgAel5mHAx8DTm3yfiVJkqSlNjHqAkiSJEkr1OqIuJrSA/r7wD9ExBrKlBn/KyK6x00tcO4RwFcz83aAiPgM8Li6bx/gMxHxcGAVcMMAZbs8M2+tv/tHwEV1+zXAMwf4fZIkSdKysSe0JEmStLAHaq/m/YCgzAndAn5Reyt3v57Q5+/9MHBuZh4IvBqY3sxxG+rfIyJalAbrrvU9P3d6Xnewo4kkSZJWGBuhJUmSpC3IzHXA64A/BNYBN0TEsQBRHLzAad8CnhER/y4iJoFje/btDNxcfz6xZ/u9wNqe1zcCh9WfXwRMNnwrkiRJ0kjYCC1JkiQtIjOvAr4DvBw4Hjg5Ir4NXAscs8DxtwLvpCxo+HXKdB5d76RM53ElcEfP9i8B/6m7MCFwPqUh+9vAfwDuX+K3JUmSJA1FZOaoyyBJkiRJkiRJ2k7ZE1qSJEmSJEmStGxshJYkSZIkSZIkLRsboSVJkiRJkiRJy8ZGaEmSJEmSJEnSsrERWpIkSZIkSZK0bGyEliRJkiRJkiQtGxuhJUmSJEmSJEnLxkZoSZIkSZIkSdKy+f8pR5HoMhCr8gAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1800x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "group = df.groupby([\"Refdatum\", \"Altersgruppe\"]).sum().filter((\"AnzahlFall\",)).interpolate().reset_index(\"Altersgruppe\")\n",
    "# Demographics\n",
    "group.loc[group.Altersgruppe == \"A00-A04\", \"AnzahlFall\"] /=  .27400\n",
    "group.loc[group.Altersgruppe == \"A05-A14\", \"AnzahlFall\"] /=  .54400\n",
    "group.loc[group.Altersgruppe == \"A15-A34\", \"AnzahlFall\"] /= 1.43200\n",
    "group.loc[group.Altersgruppe == \"A35-A59\", \"AnzahlFall\"] /= 1.82600\n",
    "group.loc[group.Altersgruppe == \"A60-A79\", \"AnzahlFall\"] /= 1.07350\n",
    "group.loc[group.Altersgruppe == \"A80+\",    \"AnzahlFall\"] /=  .46100\n",
    "\n",
    "df_out = group.groupby(\"Altersgruppe\").rolling(7, min_periods=1).sum().rename(columns={\"AnzahlFall\": \"rki_7tage\"})\n",
    "df_out[\"rki_14tage\"] = group.groupby(\"Altersgruppe\").rolling(14, min_periods=1).sum()\n",
    "\n",
    "# df_out = df_out / 5.61\n",
    "df_out = df_out.pivot_table(index=\"Refdatum\", columns=\"Altersgruppe\")\n",
    "df_out.index = pd.to_datetime(df_out.index)\n",
    "df_out = df_out.interpolate(\"time\", axis=0).fillna(0)\n",
    "df_out.columns = [' '.join(col).strip() for col in df_out.columns.values]\n",
    "df_out.plot(figsize=(25,6), title=\"Refdatum\")\n",
    "df_out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_out.to_csv(\"Dresden_RKI_data_altersgruppen.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Compare"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Refdatum'>"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA3MAAAFzCAYAAACU1lBTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAACqrUlEQVR4nOzdd3iV5f3H8fdzsvdOyIIkEAiEvREVEBXco45SbR111dqf3bWtVqu2VTvc1mrdA3fdiqACsvcKhEAmScjeyck4Oc/vj5NEMIOEhJwkfF7XxXWS57mf+3wPeHnlm/u+v1/DNE1ERERERERkcLE4OwARERERERHpOSVzIiIiIiIig5CSORERERERkUFIyZyIiIiIiMggpGRORERERERkEFIyJyIiIiIiMgi5OjuAroSGhppxcXHODkNERERERMQptm7dWmKaZlhH9wZ0MhcXF8eWLVucHYaIiIiIiIhTGIaR3dk9bbMUEREREREZhJTMiYiIiIiIDEJK5kRERERERAahAX1mriNNTU3k5uZSX1/v7FCkj3l6ehITE4Obm5uzQxERERERGfAGXTKXm5uLn58fcXFxGIbh7HCkj5imSWlpKbm5ucTHxzs7HBERERGRAW/QbbOsr68nJCREidwQYxgGISEhWnEVEREREemmQZfMAUrkhij9u4qIiIiIdN+gTOZEREREREROdkrm+oCvr2+7a/n5+Vx22WWdPvPaa68xefLktj8Wi4UdO3YA8Ne//vVEhdojp5xyCgBZWVm8/vrrbddffPFFbrvtth7Nde211/LOO+/0aXwiIiIiIiczJXO9ZJomdru93fWoqKguk5errrqKHTt2sGPHDl555RXi4+OZPHkyMHCSuXXr1gHtkzkREREREXG+QVfN8kh//iiFvflVfTrnuCh/7r4gucsxWVlZLFq0iFmzZrF161asVisAJSUlXHDBBdx5550kJydz/vnns2fPnmO+59KlS/n+978PwB133IHVamXy5MkkJyfz2muvcfHFF3Po0CHq6+u5/fbbuemmmwB47rnnePDBBwkMDGTSpEl4eHjwxBNPUFxczC233EJOTg4AjzzyCHPnzu3wvYuLi/nBD35Afn4+c+bMYfny5WzdupXQ0FB8fX2pqanhjjvuYN++fUyePJlrrrmGoKAg8vPzWbx4Menp6VxyySU89NBDAG3PALzzzjt8/PHHvPjiiwCsWLGCBx54gKqqKv71r39x/vnnH/PvRkREREREOqaVueN04MABbr31VlJSUvDx8aGwsJDzzjuPe++9l/POO69Hc7355pssWbIEgAceeAAvLy927NjBa6+9BsDzzz/P1q1b2bJlC4899hilpaXk5+dz3333sWHDBtauXUtqamrbfLfffju/+MUv2Lx5M++++y433HBDp+/95z//mTPOOIOUlBQuu+yytgTwSA888ACnnXYaO3bs4Be/+AUAO3bs4M0332T37t28+eabHDp06JifMysri02bNvHJJ59wyy23qHKliIiIiDiXrQFyNkJNkbMjOS6DemXuWCtoJ9KIESOYPXs24GhkvnDhQp588knmzZvXo3k2btyIt7c348eP73TMY489xv/+9z8ADh06xIEDBygoKGDevHkEBwcDcPnll5OWlgY4VsD27t3b9nxVVRU1NTUdnu1bs2ZN29yLFy8mKCioW3EvXLiQgIAAAMaNG0d2djaxsbFdPnPFFVdgsVhITEwkISGB1NTUtq2lIiIiIiL9btOz8MUfHV/7hME1H0H4WOfG1AODOplzJh8fn7avXV1dmTZtGsuWLetxMvfGG2+0rcp1ZOXKlaxYsYL169fj7e3N/Pnzj7miZbfb2bBhA56enj2KpSc8PDzavnZxccFmswFHtxf4bpzfbT2gVgQiIiIi4lQZX0NQHMy8GQpTwD/a2RH1iLZZ9gHDMHj++edJTU3lwQcf7PZzdrudt956q+28XCs3NzeampoAqKysJCgoCG9vb1JTU9mwYQMAM2bMYNWqVZSXl2Oz2Xj33Xfbnj/77LN5/PHH275vrZLZkblz5/LWW28B8MUXX1BeXt5ujJ+fH9XV1d36TBEREezbtw+73d624tfq7bffxm63k56eTkZGBmPGjOnWnCIiIiIifa65CbLXw6izYM6tcPGT4Onv7Kh6RMlcH3FxcWHp0qV89dVXPPXUU916ZvXq1cTGxpKQkHDU9ZtuuomJEydy1VVXsXjxYmw2G2PHjuWOO+5o29oZHR3NH/7wB2bOnMncuXOJi4tr2/b42GOPsWXLFiZOnMi4ceN4+umnO43h7rvv5osvvmD8+PG8/fbbDBs2DD8/v6PGTJw4ERcXFyZNmsTDDz/c5Wd64IEHOP/88znllFOIjIw86t7w4cOZOXMm55xzDk8//fQJXTkUEREREelS/g5oqoW4U50dyXEzTNN0dgydmj59urlly5ajru3bt4+xYwfPPtYTqfUcnM1m45JLLuH666/nkksu6dEcDQ0NuLi44Orqyvr16/nJT37S5UreiaZ/XxERERHpF9/8E768F36TDj6hzo6mU4ZhbDVNc3pH93RmbhC75557WLFiBfX19Zx99tlcfPHFPZ4jJyeHK664Arvdjru7O88++2zfByoiIiIiMtBkrYHwcQM6kTsWJXMn2LJly/jd73531LX4+Ph258mOxz/+8Y9uj33hhRd49NFHj7o2d+5cnnzySbZv397rWEREREREBg1bI+RsgClXOzuSXlEyd4ItWrSIRYsWOTsMrrvuOq677jpnhyEiIiIi4nz526GpDuJOc3YkvaICKCIiIiIicnLJXut4HTHXuXH0kpI5ERERERE5uVQeAq9g8AlxdiS9omROREREREROLjVF4Bvu7Ch6TcmciIiIiIicXGqLwSfM2VH0mgqgHAdfX19qamr6bL4rr7yS/fv3A1BRUUFgYCA7duxgx44d5Ofnc+655/bZe4mIiIiInPRqiiB6qrOj6DUlcwPAm2++2fb1r371KwICAgDYsWMHW7ZsUTInIiIiItKXaovBZ/Bvsxzcydxnd0DB7r6dc9gEOOeBbg1duXIl//jHP/j4448BuO2225g+fTrXXnst9957Lx999BFWq5VTTjmF//znPxiG0eV8pmny1ltv8dVXX9HY2Mif/vQnrFYra9as4fe//z3x8fHcfvvt1NfX4+XlxQsvvMCYMWOoq6vj2muvZc+ePYwZM4b8/HyefPJJpk+fzhdffMHdd99NQ0MDI0eO5IUXXsDX17fXf00iIiIiIoNSYx001oDv4N9mqTNzJ8htt93G5s2b2bNnD1artS3h68o333xDREQEiYmJuLu7c++993LllVeyY8cOrrzySpKSkvjmm2/Yvn079957L3/4wx8AeOqppwgKCmLv3r3cd999bN26FYCSkhLuv/9+VqxYwbZt25g+fTr/+te/TujnFhEREREZ0GqLHK9amXOybq6gOcPXX3/NQw89RF1dHWVlZSQnJ3PBBRd0+czSpUtZsmRJp/crKyu55pprOHDgAIZh0NTUBMCaNWu4/fbbARg/fjwTJ04EYMOGDezdu5e5cx39MxobG5kzZ05ffDwRERERkcGpptjx6hvh3Dj6wOBO5pzM1dUVu93e9n19fX3b66233sqWLVuIjY3lnnvuabvXGZvNxnvvvde2qtaRu+66iwULFvC///2PrKws5s+f3+Wcpmly1llnsXTp0u5/KBERERGRoax1ZU7bLE9uI0aMYO/evTQ0NFBRUcGXX34JfJvUhYaGUlNTwzvvvHPMuVasWEFSUhIxMTFt1/z8/Kiurm77vrKykujoaABefPHFtutz587lrbfeAmDv3r3s3u04Rzh79mzWrl3LwYMHAaitrSUtLa0Xn1hEREREZJCrGTrbLI+ZzBmGEWsYxteGYew1DCPFMIzbW64HG4ax3DCMAy2vQS3XDcMwHjMM46BhGLsMw5h6xFzXtIw/YBjGNSfuY/WP2NhYrrjiCsaPH88VV1zBlClTAAgMDOTGG29k/PjxLFq0iBkzZhxzrjfeeKPdFssFCxawd+9eJk+ezJtvvslvf/tbfv/73zNlyhRsNlvbuFtvvZXi4mLGjRvHnXfeSXJyMgEBAYSFhfHiiy+yZMkSJk6cyJw5c0hNTe3bvwQRERERkcGktmWb5RDoM2eYptn1AMOIBCJN09xmGIYfsBW4GLgWKDNN8wHDMO4AgkzT/J1hGOcCPwPOBWYBj5qmOcswjGBgCzAdMFvmmWaaZnln7z19+nRzy5YtR13bt28fY8eOPa4PO1Q1NzfT1NSEp6cn6enpnHnmmezfvx93d3dnh9Zj+vcVERERkRPqk1/D7rfhjmxnR9IthmFsNU1zekf3jnlmzjTNw8Dhlq+rDcPYB0QDFwHzW4a9BKwEftdy/WXTkSVuMAwjsCUhnA8sN02zrCWo5cBiQAe6eqmuro4FCxbQ1NSEaZo89dRTgzKRExERERE54WqLwNexxbKirpGvUou4eHI0FkvXbcQGoh4VQDEMIw6YAmwEIloSPYACoLUcTDRw6IjHcluudXb9u+9xE3ATwPDhw3sS3oD305/+lLVr1x517fbbb+e6667r1bx+fn58dwVTREREREQ6UPNtw/BHvzzAC2uz2HGogj9fmHzMvtADTbeTOcMwfIF3gZ+bpll15Ac1TdM0DKPr/ZrdZJrmM8Az4Nhm2RdzDhRPPvmks0MQERERETm51RbBsAnY7Saf7j6Mn6crL6/PJsjbnV+cNdrZ0fVIt6pZGobhhiORe800zfdaLhe2bJ9sPVfXUhaGPCD2iMdjWq51dl1ERERERKR/tKzMbc4qo7CqgfsvHs/l02J49MsDbMvptJzHgNSdapYG8BywzzTNfx1x60OgtSLlNcAHR1z/UUtVy9lAZct2zGXA2YZhBLVUvjy75ZqIiIiIiMiJ11QPDZXgG8ZHu/LxdLNw5tgI/nbpBJ790XSmDg9ydoQ90p1tlnOBHwK7DcPY0XLtD8ADwFuGYfwYyAauaLn3KY5KlgeBOuA6ANM0ywzDuA/Y3DLu3tZiKCIiIiIiIidcS1uCZu8wPltVwMKkCHw8HCnRWeMiunpyQOpONcs1QGcnARd2MN4EftrJXM8Dz/ckQBERERERkT5R6zgZtr/ai9LaRs6fGOnkgHqnW2fmpGu+vr7truXn53PZZZd1+sxrr73G5MmT2/5YLBZ27NgBwF//+tcTFWo799xzD//4xz/aXT9W/FlZWYwfP/5EhiYiIiIi0rdqHCtzm0tccXMxWJAU7uSAekfJXC+Zpondbm93PSoqinfeeafT56666ip27NjBjh07eOWVV4iPj2fy5MlA/yZznTlW/L1ls9lO2NwiIiIiIh1qWZnLbvAhwt8TTzcXJwfUOz3qMzfQPLjpQVLLUvt0zqTgJH4383ddjsnKymLRokXMmjWLrVu3YrVaASgpKeGCCy7gzjvvJDk5mfPPP589e/Yc8z2XLl3K97//fQDuuOMOrFYrkydPJjk5mddee42LL76YQ4cOUV9fz+23385NN90EwHPPPceDDz5IYGAgkyZNwsPDgyeeeILi4mJuueUWcnJyAHjkkUeYO3dup++/c+dO5syZQ0lJCb/97W+58cYbycrKaos/JSWF6667jsbGRux2O++++y5ubm40Nzdz4403sm7dOqKjo/nggw/w8vIiPT2dn/70pxQXF+Pt7c2zzz5LUlIS1157LZ6enmzfvp25c+fyr3/9q9OYRERERET6XI0jmUuv8ybCf1CnQsAgT+ac6cCBA7z00kvMnj0bX19fCgsLufDCC7n//vs566yzyMrK6vZcb775Jh984CgG+sADD/DEE0+0bbkEeP755wkODsZqtTJjxgy+973v0dDQwH333ce2bdvw8/PjjDPOYNKkSYCjEfkvfvELTj31VHJycli0aBH79u3r9P137drFhg0bqK2tZcqUKZx33nlH3X/66ae5/fbbueqqq2hsbKS5uZnCwkIOHDjA0qVLefbZZ7niiit49913ufrqq7npppt4+umnSUxMZOPGjdx666189dVXAOTm5rJu3TpcXAb3b0FEREREZBCqLQYPf3Kr7YwZ5uHsaHptUCdzx1pBO5FGjBjB7NmzAWhqamLhwoU8+eSTzJs3r0fzbNy4EW9v7y7Pnz322GP873//A+DQoUMcOHCAgoIC5s2bR3BwMACXX345aWlpAKxYsYK9e/e2PV9VVUVNTU2HZ/sALrroIry8vPDy8mLBggVs2rSpbcsnwJw5c/jLX/5Cbm4ul156KYmJiQBHbQ2dNm0aWVlZ1NTUsG7dOi6//PK25xsaGtq+vvzyy5XIiYiIiIhzVOSAfzRFRQ2clhjm7Gh6bVAnc87k4+PT9rWrqyvTpk1j2bJlPU7m3njjDZYsWdLp/ZUrV7JixQrWr1+Pt7c38+fPp76+vss57XY7GzZswNPTs1sxOFoJdv79D37wA2bNmsUnn3zCueeey3/+8x8SEhLw8Pj2txkuLi5YrVbsdjuBgYFHrSwe6ci/NxERERGRflWaji14JNWHbET4d+9n5YFMBVD6gGEYPP/886SmpvLggw92+zm73c5bb73Vdl6ulZubG01NTQBUVlYSFBSEt7c3qampbNiwAYAZM2awatUqysvLsdlsvPvuu23Pn3322Tz++ONt33eWWLX64IMPqK+vp7S0lJUrVzJjxoyj7mdkZJCQkMD//d//cdFFF7Fr165O5/L39yc+Pp63334bcBSI2blz57H/MkRERERETiR7M5RnUuMzAoAI/8G/zVLJXB9xcXFh6dKlfPXVVzz11FPdemb16tXExsaSkJBw1PWbbrqJiRMnctVVV7F48WJsNhtjx47ljjvuaNvaGR0dzR/+8AdmzpzJ3LlziYuLIyAgAHBsy9yyZQsTJ05k3LhxPP30013GMXHiRBYsWMDs2bO56667iIqKOur+W2+9xfjx45k8eTJ79uzhRz/6UZfzvfbaazz33HNMmjSJ5OTktvOAIiIiIiJOU5kLzY2UecQCDImVOcPR43tgmj59urlly5ajru3bt4+xY8c6KaKBpfUcnM1m45JLLuH666/nkksucXZYvaJ/XxERERE5IdK/glcuYc3cF7n6S3dW/PJ0RoX7OTuqYzIMY6tpmtM7uqeVuUHsnnvuYfLkyYwfP574+HguvvhiZ4ckIiIiIjIwlaYDkMUwAMKHwMqcCqCcYMuWLeN3vzu66mZ8fHxbdcre+Mc//tHtsS+88AKPPvroUdfmzp3Lk08+2es4REREREQGvLIMcPMms94fL7dK/DwGfyo0KD+BaZrtKi4OVIsWLWLRokXODoPrrruO6667ztlhdGkgb/kVERERkUGuNB2CEyisbmBYgOegySe6Mui2WXp6elJaWqof/IcY0zQpLS3tdjsFEREREZEeKXMkc0VVDYT7Df5KljAIV+ZiYmLIzc2luLjY2aFIH/P09CQmJsbZYYiIiIjIUNNsg/IsGHsBhTn1TIoJdHZEfWLQJXNubm7Ex8c7OwwRERERERksKnPAbsMMTqCwqn5I9JiDQbjNUkREREREpEdKMwCo9Y2jvsk+JHrMgZI5EREREREZ6socbQmK3KKBodGWAJTMiYiIiIjIUFeaDu6+5Df5AxAxRAqgKJkTEREREZGhrTwTguMprG4A0DZLERERERGRQaEqH/xjKKiqByBcBVBEREREREQGgap88I+isKoeP09XvN0HXVH/DimZExERERGRoavJCtYy8I8is6SWuBAfZ0fUZ5TMiYiIiIjI0FWV73j1j2Z/QTWJEb7OjacPKZkTEREREZGhqyWZq/EIp6i6gTERfk4OqO8omRMRERERkaGrJZnLbHS0JRitZE5ERERERGQQqMoDIKXasb1y9DAlcyIiIiIiIgNf9WHwDGBfaTO+Hq5EBQyNHnOgZE5ERERERIayqnzwjyatsIZR4b4YhuHsiPqMkjkRERERERm6qvLAP4q0wuohVfwElMyJiIiIiMhQVpVPvdcwSmsbh1RbAlAyJyIiIiIiQ5WtEWqKKDZCgKFVyRKUzImIiIiIyFBVUwCYHLIFAjBmCFWyBCVzIiIiIiIyVLX0mEuz+uHv6Uq4n4eTA+pbSuZERERERGRoaknm9tX5kRA2tCpZgpI5EREREREZqlqSub01vkQHejk5mL6nZE5ERERERIamqnxMNx8OVFmIChw6zcJbKZkTEREREZGhqSoPu18k9U0mkQFamRMRERERERkcyjKweg0DIErbLEVERERERAaB2hIo2E1B4FQAbbMUEREREZGTQM4G+PQ38N8zYfmfnB3N8Un/GjDZ7zsToMNtlqsOrWLxu4upa6rr5+D6hpI5ERERERE52v9uhu2vQmUubHwGmuqdHVHPpX8JXkHstsfj7mohxMe93ZBdJbvIq8ljf/l+JwTYe0rmRERERETkW7UlUJ4F8++A8x8BmxVy1js7qp4xTUj/ChIWkFfVRGSAJxZL+x5zpdZSAPaV7uvvCPuEkjkREREREflW7hbHa/R0iDsVLG6OVa7BpHAP1BTCqDPJr7AS1Ukly2JrMQCpZan9GV2fUTInIiIiIiLfytsChgtETQYPXxg+Gw5+5eyoeuZgS/I58gwOV1iJ7KT4SXGdkjkRERERERkqcrdA+Dhw93F8P2ohFKVA1WHnxtUT6V9CeDI2nwgKquqJ7qQtQes2y4MVB2lqburPCPuEkjkREREREXGw2yFvG8RM//baqDMdr+mDZHXObofcrRA3l6LqBuxmx5Usm+3NlNaXEusXS5O9iYzKDCcE2ztK5kRERERETnbFadBYC6UHoKHy6GQuYjz4Rgyec3PlmdBUC8MmcLjSCnTcY66ioYJms5lTo08FYF/Z4CuComRORERERORklrUGnpoNL18M2Wsd16KPSOYMA+JPh+xBUtGycI/jNWI8eRWOlgpRHWyzLLGWADA1Yiperl6D8tyckjkRERERkZNVZS68dQ34hEHuJlh2J3j4Q+joo8eFJUF1PjTUOCfOnijYA4YFwsdyuMKxMhcZ0H5lrjWZi/COYHTQ6EHZnkDJnIiIiIjIychuh7d+BLZ6uOZDmPc7x/bEqClg+U6aEDLK8Vo2CM6VFe6BkERw8yK/woqfpyt+nm7thrW2JQj1DCUpOIn95fuxm/b+jrZXlMyJiIiIiJyMctZD3lZY/DcIGwPz7oBTfwmzb20/tjWZKz3YvzEej4I9MGw8APmV9Z32mGtdmQv1DmVs8Fhqm2rJq87rtzD7gquzAxARERERESfY+z64ekHypY7vLRY48+6OxwYnOF5L0/sltONmrYDKHJh+HQAHi2oYFe7b4dASawm+br54uXoxO2o2d8+5G38P/34Mtve0MiciIiIicrKxN8PeDyDxLEdj8GNx9wb/mIG/MleY4ngdNoGi6noyS2qZERfU4dDiumJCvUIBiPaN5rLRlxHgEdBfkfYJJXMiIiIiIiebnPVQUwjJl3T/mZCEQZDMfVvJcnNmOQAz4oI7HFpiLWlL5gYrJXMiIiIiIieblPcdWyxHL+r+MyGjoGyAb7Ms2A3eIeA3jM1ZZXi5uTA+uuPVNiVzIiIiIiIyuLRusRx9Nrj7dP+5kFFgLYe6shMXW28V7nE0OTcMNmaWMXVEIG4uHac8SuZERERERGRw2f0O1BbB+Mt69txAr2i59UXI3w6xs6i0NpFaUMXMuJAOh9Y11VFnq1MyJyIiIiIig0RjHXz5Z0cvuaTze/bsQE7mtjwPH90OiWfDab9ia3YZpgkz4jspftLSYy7MO6w/o+xzSuZERERERE4W65+Eqjw4+y/tG4MfYfneQj7YkYdpmt9eDBwOFteBl8yVHIRPfgWJi+DKV8HNk02Z5bi5GEyJ7TiZa+sx5zm4V+bUZ05ERERE5GRQUwxrHoaxF0Dc3E6HNdtNfvPOTirqmnh7Sy5/u3QCscHe4OIGQXEDL5lb9yi4uMNFT4CrBwCbs8qYEB2Al7tLh4+0rsyFeg/uZO6YK3OGYTxvGEaRYRh7jrh2j2EYeYZh7Gj5c+4R935vGMZBwzD2G4ax6Ijri1uuHTQM446+/ygiIiIiItKptM+hqRZO/22Xw7bnlFNR18SFk6LYcaiCn76+7dubwSMHVuPwqnzYsRSmXA2+4QCYpknq4SomxgR2+liptRSAMK+hv83yRWBxB9cfNk1zcsufTwEMwxgHfB9IbnnmKcMwXAzDcAGeBM4BxgFLWsaKiIiIiEh/yFgJPuEwbEKXw75KLcLFYnDfxeP56YJR7MqtpKCy3nEzZJQjmbPbT3y83bHhKTDtcMrP2i4VVjVQ29jMyLDOK3UW1hXianEddE3Cv+uYyZxpmquB7tYfvQh4wzTNBtM0M4GDwMyWPwdN08wwTbMReKNlrIiIiIiInGh2uyOZS5gPhtHl0K9Si5gRF0SAlxsLkhwrV6vSihw3Q0aCzQrVh09svN1hLYctL8D4Sx3bP1ukF9cAMDLMt9NHc6tzifGNwWIM7hIivYn+NsMwdrVsw2w9WRgNHDpiTG7Ltc6ut2MYxk2GYWwxDGNLcXFxL8ITERERGSRsjY7tYiInSlEK1JXAyAXtbtntJp/vOUxueR15FVZSC6o5I8mxZXFMhB/D/D1Zub/l5/KBVNFy03+hsQbm/vyoyxktyVxCF8lcTlUOsX6xJzK6fnG8ydy/gZHAZOAw8M++Csg0zWdM05xumub0sLDBvYdVREREpFvWPw6PTwdrhbMjkaEqY6XjNWH+UZfzK6z86PlN3PLqNi5+ch3/WeU4D3dGUgQAhmGwICmMNQdKaGq2D5xkrrEONv7b0Ypg2PijbqUX1+Lj7kKEv0eHj5qmSU51DsP9h/dHpCfUcSVzpmkWmqbZbJqmHXgWxzZKgDzgyBQ3puVaZ9dFREREJGutozDFgS+cHYkMVRkrIXQM+Ee1XappsHHB42vYllPObxaNwc3F4OX12QwP9j7qvNm80eFUN9jYml0OfpHg5t2/RVDsdkcz8CPbJGx/BepK4dRfthueXlxDQpgvRifbSUvrS7HarCfvypxhGJFHfHsJ0Frp8kPg+4ZheBiGEQ8kApuAzUCiYRjxhmG44yiS8uHxhy0iIiIyRJgm5G11fL3vI+fGIkOTrcHxC4PvrMqt3F9EaW0jz/5oOj9dMIp3fnIKk2IC+MGs4UclQnNHheDmYvD1/iJHb7rgkf27MpfyHjwzH969ARproTIP1j0OsbNhxJx2wzOKa7ssfnKo2nH6a7jf4F+ZO2afOcMwlgLzgVDDMHKBu4H5hmFMBkwgC7gZwDTNFMMw3gL2Ajbgp6ZpNrfMcxuwDHABnjdNM6WvP4yIiIjIoFOWAfUV4BUEB1dAkxXcvJwdlQwl2152FC35TjK3LKWQEB93ZieEABAd6MUHt53a7nE/TzemjwhmdVoJvz8HCEmAgj3txp0whSmAAXvehczVUFvsKOJy4WPthtY12sirsHJlWOerbjlVOQBDYpvlMZM50zSXdHD5uS7G/wX4SwfXPwU+7VF0IiIiIkNdXksPr1N/CcvvgvSvIencrp8R6Q57M6y427GKFX86jFrYdqvB1szXqUWcNyESF0vX1S0Bpo4I5D+rMmiwNeMRMgr2fQzNTY5G4idaWbqjiuY5D367Ijfp+xAc325oZkkt0HUly5zqHCyGhSifqE7HDBaDuxaniIiIyGCXvw1cvWDmjeAZAKkfOzsiGQpKDsLzix3Jz4wb4er3wPXbgiDr00upabCxaHxEt6YbM8wfm910JEsho8BshoqcExX90coyIDgBRp0JP/oAFvy+w0QOHMVPABK62mZZdYhIn0jc+iMRPcGUzImIiIg4U95WiJrs2Fo5ejHs/9TRqkDkeO15F54+FUr2wyXPwHn/aLeCtiylEB93F04ZGdqtKcdE+AGwv6C6fytamiaUZjjO6XVDRnENhgHxoZ0ncznVOUPivBwomRMRERFxnuYmOLyTpmFT2JNXCZOWOBohr33U2ZHJYLX3A3j3RscvCG7dCJOubDek2W6yfG8h88eE4+nm0q1p40N9cLUY/Z/M1RQ5Kr0GJ3RreHpxLTFBXl1+rqHSlgCUzImIiIg4T9FesNXzdkE4Fz6xhoN+MyD5Ulj9EBSnOTs6GWwyVsI710PMdLjqHfCP7HDYJ7sPU1LTwLkTOr7fEXdXCyPDfB3JnHewo2BPfyRzZRmO124mcxnFNSSEdn5errKhkurG6iHRlgCUzImIiIg4T0tLgv+mB2M34dEvDziKPLh5w4c/cxSwEOmujf8B3wi46m3w6DihsTY288Cn+0iO8mfx+GE9mn70MD/2F1Y7vgkZ1U/JXEs/u5BjJ3MbM0pJLahmbKR/p2PaKllqm6WIiIiI9Mq+j6hxCyHLHsKFk6L4eFc++2u8YPEDcGgDfPa7oxsli3TG3uzoJTdqoaOQTieeWZ1BfmU9d1+Q3K0qlkcaE+FLbrmVmgZbS6+5fmgcXpYBFlcI6Dr5yi2v4yevbWNEiDe3Luj8fF1OtSOZ08qciIiIiBy/nA2Q/hX/aTyHcydEce9Fyfi6u/Lw8jSYvARO+T/Y/CysfMDZkcpgULALGiohfl6nQwqr6nl6VTrnTYhkZnxwj99izDDHildaYTWEJkJVHpRnH3fI3VKaDoHDwaXzjmpNzXZuenkrTc12nv3RdPw9O69S2ZrMxfjF9HmozqBkTkRERMQJ6r+4l0qXIJ5tWMgt80YS6O3Oj0+L5/OUAtYdLIGz7oXJV8OqByB3i7PDlYEu8xvHa1z7pt+t/rMqg8ZmO3eck3Rcb9Fa0TKtoNpRrMfFA1b+7bjm6rayY1eyfH1jDnsPV/H3yyZ22V8O4HDNYUK9QvF09ezLKJ1GyZyIiIhIP7LbTd5461U8c9fyeOMF3HhGMuOjHdvibj59JAmhPvzmnV1UN9jgzLsdDx3a5MSIZVDIXA2ho8Gv43NwJTUNvL4pm0umRBMb7H1cbxET5IW3u4vj3FxANMy6CXa+AYV7exN550wTyjK7LH5SVd/Eo18eYHZCMIuSj30GsLKhkkCPwD4M0rmUzImIiIj0k/qmZu56+XPm7rmHCtcwfvzze/nV2WPa7nu5u/CPKyZxuNLK/R/vA99w8AmHwj1OjFoGvOYmyFkPcad1OuS5NZk02Oz8ZH73+rV1xGIxSIzwc1S0BDj1l+DhB1/dd9xzdqm2GBqrIaTzmJ9emU5ZbSN/PHcchnHsM4BVjVX4u3deIGWwUTInIiIi0k/ufX0FN2beTri7lYDr3iIyJKjdmKnDg/jJ/JG8ueUQ72/Pg2HjoWC3E6KVQSN/BzTWQHzHyVx5bSOvrM/mvAmRx9yGeCxjInwdZ+bA0aJg7u2ORvfL7wa7vXuTLP8TPDMfnj4N1jx89L0jK7geoy1BZkktz63J5OLJUUyI6bzoy5EqGysJ8Oje2MFAyZyIiIhIP8gsqeWCg/cQ6VqNx7UfYERP7XTs7QtHMys+mN++u4tC70QoTnWsvoh0JGu147WDlbmy2kZ++PxG6puaue2MUb1+q/hQX0pqGqmub/nvce7PYdp1sPYReOdaaLZ1PUFTPax/ChprHVUqV9wDqZ84ri9dAv+eC01Wx9iSA47XDpK5pmY7P39jO55uLtxxzthux1/VoJU5EREREemhz776ijkue2k65deOps5dcHe18O+rpxHu58ETez2huRFK1ERcOrH/c4iYAD6hR13Oq7ByxX/Wc6Cwhmd+NI2kYb1PYkaEOM7bZZfWOS64uML5D8OCO2HvB5C5susJCnaDvQkW/gmu/xwiJ8H7t8LSKx0rfMX7YO2j0FjnWLULHA6BI9pN8+iKA+zMreSBSycwLKD7xUyqGqvw91AyJyIiIiLdVNNgIyDlVWyGG76zr+3WM8E+7jxy5WQ21kU5LhTo3Jx0oOQg5G6CiZcfdXnl/iLOf+wbCirreen6mZyRFNEnbze8pXhKTlndtxcNA2b/BAwXR8uNruS1VGaNng6uHnDZC2C3QcZKuOBRSL7EkcR98FNHw/ALnziqLUFVfRP3fbyXp1Ye5PJpMZwzIbLbsTc1N2G1WQlwHzrbLDtv2CAiIiIifeL9TQe4kNVUx59DkE9It5+bHBtInks0NsMd18LdwJUnLkgZnHa9AYYFJlzRdumNTTn8/n+7GRPhx1NXTSWhl+fkAB7Z+gj7yvbx99OeAL6TzAF4+ELkxGMnc7lbwD8a/FuSsJCRcNU7UF8JYxbDqLMg7QtIeQ9m3AgJjr55e/Iq+WhnPu9uy6W0tpHvz4jlrvPH9egzVDZWAgyplTklcyIiIiIn0P6CatK/fgV/ow5Ov6VHz7q6WEiMDCanfDgJWpmT77LbHa0BEha0JUfbc8q564M9nDoqlGd+OB0vd5dev01DcwNv7X+LhuYGfD1cCPJ2+3ab5ZGGz4EtL4CtEVzdO54sbwtETzv62og5334dEA3nPAC734az/gzAir2F3PDyFlwtBqePDuMXZ47udsGTI1U1VgHozJyIiIiIHNv2nHKuf3oFP7R/QENQIow4pcdzjI/2Z2dTDGbBbkffLZFW2Wuh8pCjgTeOXnK3vraNCH9PHl8ypU8SOYBvcr+huqmaRnsjpdZShof4kFNW237g8Nlgs0LBro4nqi2B8qxjnhll6o/gmo/A3QeAnbkVWAzY+IeFPH/tjONK5MBR/ARQNUsRERER6Vqz3eS2l9bxlOUh4i0FeJz3gONsUQ9NiA5gly0Wo64EagpPQKQyaO16A9z9IOk8AB5enkZpbSNPXz2NQO9OVsaOw8cZH7d9nVeTx4hg745X5mJnO15z1jtWDVPeh6rD397P2+p4jT5GMvcdB4tqGBHiQ4ivRw8jP5pW5kRERESkW3YcquAPjY8w0b4P49JnYNSZxzVPclQA+8yWan7qNydHylgFoxaCuze2Zjuf7SlgUfIwxkf3fuVpV/EuUkpTqGyoZFXuKuZGzQUgvyafESHe5FdYaWr+Tl85vwhHG4GcDbDhKXj7Gnh8Kqx80FGdMneLo0hK1OQexXKwqKbX/fEAKhscZ+aG0sqczsyJiIiInABr9mZzm2UzjdNvwWP89457ntERfqQaCdhxwZKzHhLP6sMoZdCqyndssZzzUwA2ZpZRVtvIeROG9Wpau2nnud3P8fj2xzExGR00Gpvdxk0Tb2Jt/lrya/OJDZ6A3YS8citxoT5HTzB8jqNFQdoyRzETd29Y+VfY+iK4eUL4uLbtk91ha7aTVVrLwrG9r8aplTkRERER6ZZD+zbhYph4jDq9V/O4u1qIGRbOQfcxjpUYEYBDmxyvMTMB+GT3YbzdXZg/JrxX09619i4e2/4Y58Sfw00TbyKnKofRQaOZEj6FYM9gcqtzGdHSniD7uxUtwXFurrEGfMPh0mfgipfhus8cq3ZlGRA7o0fx5JTV0dRsMiq89ytzrWfm/Nz9ej3XQKGVOREREZE+VlRVj0/pHnCjx1vKOjIhOoCVu8aSmP8/jPpK8Bw628TkOB3aBK6eMGwCtmY7y/YUcEZSOJ5ux1/05HDNYT5M/5Crx17Nb2f8FsMwuGrsVQAYhkG0b3TLNkvHylpOaS0QdvQko85yNDA/7x/gHey4NuIUuOEryPgKhk3qUUwHi2oc0/ZFMtdYha+bL66WoZMCaWVOREREpI+tTCtmgiUTm1cY+HW/qXFnkqMC+LoxCcO0Q/a6PohQBr1DGyFqKri6symzjNLaRs7rQQPtjnye9TkAPxj7A4yWYj3BnsEEezqSsijfKPJr8wn388DD1dJxERT/SPjJGscK3ZEsFse5Ud+w9s904WCxI5kbGdb9rZmdqWyoHFJbLEHJnIiIiEifW7m/iEmuWbhETz6uCpbfNT46gG32RJotHpC5uvcByuDWZIXDOyHWscXyw535eLn1fovlZ5mfMSF0ArF+sR3ej/KNIr8mHwyT2GDv9o3DT4CDRTVE+Hvg5+nW67mqGquGVMNwUDInIiIi0qfqm5rZlJZPgpmH0QdbLAGSo/xx9/Amw3uCzs0J5O8AexPEzqKwqp73tuVx8ZToXvWVy6zMZF/ZPs6JP6fTMdE+0TTZmyixljCiF8ncFykFvLM1l5oG2zHHphfV9MkWS3AkcwHuQ2uLspI5ERERkT706e7DxDam40IzRE7ukzndXCycmhjKcusYKEqBgj2w+x2oKe6T+WWQyW0pfhI7k2dXZ9Bsmvxk3sheTfl55ucYGJw94uxOx0T5RgGO9gTDQxy95prtPWtkb2u284s3d/Drt3cy/f7l/PXTfdi+2+KghWmapBfXMqoP2hKAowCKVuZEREREpFOvbshmnn++45vInhV76Mr8MWEsqxvj+ObpufDuj2Hdo302vwwihzZB8EjK8Oe1jTlcOCmK4SHevZrys6zPmBYxjQifzlsARPtGA5Bbk8us+BCsTc089Hlqj95nf2E1tY3N3Dp/JOdOiOSZ1Rlc+8Jm9uRV8tnuw2zKLGsbW1jVQE2Drc9W5iobh96ZuaFTykVERETEyfbmV7Etp4K/xRdAZQgExPTZ3PNGh/N7M4GdMVcxaXQCbH8VSg702fwySJgm5G6GhAW8uDYTa5MjMeqNEmsJmZWZfC+x636IR67M3TRxGD+cPYL/rM5gzDA/Lp3avf/Wt2WXA7Bk5nBig72ZnRDCnf/bw/mPrwHA3cXC8l+ezogQn7ZKliP7apulVuZEREREpDOvbczGw9XCqOaDji2WfVD8pNWwAE/GRAby1+Yfwum/xhqajL3kYJ/NL4NEVT7UFEL0VD7edZjTR4eRGNG7vml7S/cCMD50fJfjPF09CfEMcRRBAf50wThmJwRzx3u72Z5T3q332pJdToS/BzFBXgBcMT2WD382l4evnMTrN8zCzcXgvo/3YZomn+45DPRNW4J6Wz2N9sYhtzKnZE5ERESkD1TVN/H+9jwumRCCS8n+Pt1i2Wr+mDC2Zpdz/8d7eX6fC2Z5JjQ39fn7yACWvx2AsoBkMkpqOW1UaK+nTClJwcBgbPDYY46N9o0mryYPcJzlfOqqaUT4e3DzK1spqKw/5vNbs8uZNiKorfUBQNIwfy6ZEsMpo0L52cJEVuwr5KZXtvL6xhyuPSWOcD/P4/9wLSobKgEI8FABFBERERH5jtc35lDb2MxNoyrBboOYGX3+HvNHh2Gzm/x3TSY5RhQuZjOUZ/f5+8gAlr8NLK6srXVseZydENLrKVNKU0gISMDb7djn7qJ8o0grT+P5Pc/zedbnBPu4898fzaC2wcZNr2yhwdbc6bOFVfXklluZOjyo0zHXz40nIdSH5XsL+f6MWP50/rhufYbUslTqmjqvrlnVWAWglTkREREROVp9UzPPrcnktMRQEuodW9ZORDI3bUQQ18wZwb+vmkrkyAmOi6XaanlSydsG4eNYn1OLn4cr46J6l5yYpklKaQrJocndGj85fDJl9WU8vPVhfrPqN1TUVzBmmB8PXTaJXbmVLEsp7PTZrS3n5abHBXc6xt3VwhM/mMofzx3LXy6ZgMVy7K3KpdZSlny8hJdSXmq7VtVYRb2t/qjvQcmciIiIiHzHe9vyKK5ucJSHP7QJguLBN6zP38fVxcKfLxrPORMiCYxxbImrO9yzaoIyiJmmY5tl1BQ2ZJQyIz4Yl24kO10pqiuixFrCuJDurYBdNfYqNl+1mX/O+ycAh6oPAXDO+GEM8/fkg+15bWMbbXZ2Hqpg6aYcDhZVszW7HA9XC+Miu06oxkX5c+PpCd3+bGvy1mAzbWwt3Np27ZrPruGhzQ+1fT9Ut1mqmqWIiIhIL1TVN/HM6nQmxgQwJyEY3t8M8fNO+PsmDI+lzPSlKS+V3hWll0GjLAPqK6gKnkBGcS3fnxHbo8dtdhsfpX/E+Qnn4+biBji2WAIkh3RvZQ4chVBGBjoqaOZU5zAhzLGCduHkKJ5fk0l5bSPV9TYu/fdaSmoaAUctIB93VybFBOLu2rfrSd/kfQPArpJd2Ow2CmoLOFhxEDeLW9sYrcyJiIiISJtmu8nfl6Uy929fkVVax/+dkYhRechRaTB25gl//6RIPzLMKOxqT3DyaCl+sq05Aej5eblVh1bxp3V/Yk3emrZrKaUpuBgujAke06O5WnvO5VTntF27aHIUNrvJJ7sPc9cHe6hvsvP4kiks/8Xp3Hz6SJrtJguSwnv0Psdis9tYl7eOYM9grDYrB8oPsLlgMwBZVVmYpqOpeVVDSzKn1gQiIiIisiqtiCe/TmfOyBA+/tmpnDkuwtH/C07IebnvCvP1IN8lGp/qzBP+XjJA5G8HV09WlAY7zssdY7vid60/vB6grRolOJK5kYEj8XL16tFcnq6eRHhHkFud23ZtXKQ/o8J9+dfyNFalFfPLs0ZzwaQoEiP8uOOcJPb8eRG3zEvo0fscy87inVQ3VfPj8T8GYEfxDjYWbATAarNSWOc4w1fZWInFsODr1jc96wYKJXMiIiIix2FvvuM3/f+6cjLjo1vO4eRuBjdviOi6X1dfMAwDq18c/rZSaKg+4e8nTmaajvOYwyayIauK6XFBuLr07Ef5jYcdSU5rMmeaJntL9vZoi+WRhvsPJ6fq25U5wzC4eHIUZbWNJEf586M5I44a72IxjmpJ0BdW567G1XDl0sRLCfcKZ0fRDjYd3kS4l2MFMKsqC3CszPm5+2Exhlb6M7Q+jYiIiEg/SS2oJibIC1+PI0oQHNoEUVPBpX/KEljCRgPQrObhQ1vVYXj9CsjdhHX4fA4W1TAjvvOKkB0pqC1oS2xam34X1RVR3lBOUnDScYUV6xd71DZLgO9Ni2FiTAAPXDqxx8nm8fgm7xumRkzF192XSeGT+PrQ1xRbi7ls9GUAZFY6Vq6rGqsIcB9axU9AyZyIiIjIcSnLz+AF+13w9V+heD9sehYKdkHsid9i2SqgpaJlSVZKv72n9LPaUnhmHmR+A+c8xNro6wGYPqJnydyGwxsAiPKJIr/WkcxlVzl6FMYHxB9XaLF+sZTVl1HbVNt2LTLAiw9vO5UJMSc+cdpXuo8D5Qc4Lfo0ACaHTcZqswJwXsJ5eLt6k1WZBUB6RTqRPpEnPKb+pmROREREpIcabM2Mq1hJYsMeWPUQPDkTPv21Y3vltGv7LY7ohHHYTYOK3H399p7Sz774I9SVwvWfw6yb2ZxTgZuLwcRjJEtWm5UHNz3I4ncXk1aexobDGwj2DOa0mNPatlm2rtQdbzI33G848G17gv5kN+3cv/F+gj2DuSTxEsDRAw8g0ieSWL9Y4gPiyazMpKy+jP3l+5kZeeILE/U3tSYQERER6aGDRTWcYuymxjce3+vfg7RlMHw2RE3p1zhGRoVy0IwmIGc5mPc76r/L0JGxEnYuhdN+BVGTAdiaVc746AA83Vw6fSy7KpufrPgJh6oP4evmy60rbqXJ3sSsyFnE+MZQ3VhNdWM1mZWZeLl6Ee59fBUmh/s7krmcqpzj3qp5vN478B67infxl1P/0tY7bmzwWLxcvZgVOQvDMIgLiGNr4VY2FWwCYHbk7H6NsT9oZU5ERESkh9LyS5ll2Yct7nQIToDZP+n3RA7A082FL4MuZ1jtfprTvuj395cTqNkGH//C8d/X6b8BoL6pmV25lcyI63qL5XsH3uNwzWGeX/Q8Ly5+kZqmGsrqy5gdOZso3yjAcW4uqyqLEf4jjrsoSKyfo89df6/MVTdW88i2R5gWMY0LEi5ou+7m4sYLi17g51N/DkC8fzwFtQV8nfM1vm6+3W6MPpgomRMRERHpodqDG/AxGvAbd7azQyHxzB+Ta4ZSsexvjoqHMjSUHnQ0CT/tV+DmaBuwJ6+SxmY700YEdflobnUu0X7RzBg2gzHBY3h4/sPMGDaDeTHzjk7mKrOI84877hB93HwI9gzu92RuX+k+KhsquWHCDe2qYyaHJhPi5ei/FxcQB8Dy7OVMHzYdV8vQ25SoZE5ERESkh3zz19CMBZeE05wdCmckx/Ce56WElG3HzPrG2eFIXynZ73g9os3FluxygGMmc3k1eW1NvQHmRM3h+UXPE+IV0pbMZVVlkV+bzwj/EZ1N0y3D/Ya3q2h5orX2jovxjelyXOtZwCZ705DcYglK5kRERER6bGT1Zg55JYGn80udWywGkfNvpMgMpHz5v5wdjvSV4v2AAaGj2y5tySonPtSHUF+PLh/NrcntNNEJ8gjCy9WLjYc3YjftbatXxyvWL7bPVuZyq3PZXrT9mONak7kIn4guxw33G46BY+VOyZyIiIiIUFFewjj7AUrD5zo7lDYXTB/Jpy4LCMhfBTVFzg5H+kJxKgTGgrs3xdUN/P693XyVWsickSFdPlbdWE1lQyXRftEd3jcMgyifKLYUbgEc58p6I9Y/loLaAupt9b2aB+D33/yeW5bfcsy5CmoLCPAIwMvVq8txnq6eRPlGEeYVRkJAQq/jG4iUzImIiIj0QOGuL3ExTFxGzXd2KG083VxwnbwEF+wUr3/d2eFIXyhOg7AkymsbOefRb3h7yyGuOSWOO87pumpka9uBrrYgRvlG0dDcANDrbZatZ+5ae9Ydrz0le9hRvIM6Wx1r8tZ0ObawtpAI765X5VotSVrCjyf8uN3ZuqFCyZyIiIhID9RlbqLJdCEqeeCszAEsPmM+e8x4GrcpmRv07M1QkgZhY3hkRRpltQ28+5NTuPuCZPw93bp8NK/akcx1tjIHtJ2bC/MKw9fdt1ehjg5ybANNK0/r1Tyv7nsVHzcfgjyC+CKr68qshXWFDPMZ1q15r0m+hqvGXtWr2AYyJXMiIiIiPeBRtINMy3DCg7suQtHfQn09OBh5PtHW/VTn7Pn2RmEKbHoWGqqdF5z0THkWNDdQ4D6CVzfm8INZw5kUG9itR3NrcoGuV+Zai6P09rwcOFb23C3uvUrmiuqKWJa5jEtGXcKZI85kZe5KrDZrp+MLagu6vTI31CmZExEREeku0yS6LpViv4HZryrprOuwmRbSVzzjuFBXBq9dDp/+Gh6ZCBufcW6A0j0ljsTo6b1u+Li78MuzxnT70dzqXPzc/NoaaXekdWWut1ssAVwtrowMHNmrZO7N/W/SbDbzg7E/YFHcIqw2a6dbLRuaGyhvKFcy10LJnIiIiEg3leYdIIAa7JH93yC8O5JGjmSr91wmZL/M7rf/Ah/c5iiIcvG/ISIZPvsNFO1zdphyLMWpALyb48PN80YS7OPe7Udza3KJ8eu6ZH+UjyOZ602PuSONDhrN/rL9x/WsaZp8nP4xc6PnEusXy7SIaQR7Bne61bKw1lHJsrvbLIc6JXMiIiIi3ZSXshaA4NGznByJg2mafJXzFTlV3/b5Gn3TK2zxOoUJKQ/B/k/4avhtrPY+Cy57ASyusENn6ga84jTqPcOpxptTjlG98ru+22OuI2OCx3DxqItZOHxhb6I8ar7S+lJKrCU9fnZPyR7ya/NZHLcYcKz0nTXiLFbkrOCj9I/aje9uW4KThZI5ERERkW6qz95Cg+lKwrgZzg4Fu2nn71v+zu1f384j2x5pux4UFMSUX33Il5E3sdQ4lxv2T+eaFzaxp9IdEhfBrjeh2ea8wOXYilMp9IjDxWIwNtK/24/ZTTt51cdO5txd3Llv7n3HXMHrru8WQTFNs9vPfpH9Ba4WVxYMX9B27WdTfsbksMn8Yc0f+PeOfx81vqC2AIBh3lqZAyVzIiIiIt3mU7qbLNd4vLy67m91opmmyV1r7+KVva/g7+7PruJdR913d3Nl4c1/Z8ndS9n+p0UEebvz549SMCcvgZpCSP/KSZHLMZkmlKRxwB7NyDAfPN1cuv1oibWERntjnyVp3TUmyHGmL60sjZTSFE5Zegr7So+9ndc0Tb7I+oJTok7B3/3bpDXAI4BnznqGRXGLeGrnU5TVl7Xda12ZC/cO7+NPMTgpmRMRERHpBntzM8Pr0ygPHO/sUPg081M+TP+QWybdws0Tb6awrpCiuo6bhQd4ufHbRWPYnFXOR9bx4B0C21+ByjwoSu3nyOWYKnOhsYatdeEkR3VexKQjudWOSpbHWpnra4GegYR7h5NWnsajWx+lpqmm3S8YOtK6xfLsEWe3u+fm4sYFCRcAcKj6UNv1gtoC/N398Xbz7rsPMIgpmRMRERHphpwDu/EzrLjETHVqHJUNlTy0+SEmhE7glom3MDFsIuD4wbgzl0+PZUJ0AH/9PIPm8ZfDvg/h4XHw1CzIXt9foUt3HNoIwDd1sSRHdX+LJRzRMLyfV+bAsdXy60Nfs/6w47+nIxOwznS0xfJIrZ/jyLl60mPuZKBkTkREROQYGppspH/5XwAikmY7NZZHtz1KRUMFd82+CxeLC0nBSbgaruwu2d3pMy4Wg9sXJlJQVc+6YVfBab+Cc/8B7n6w7aV+jF6OKWsNNjdf9ppxjOthMpdT7SiE09p6oD+NCRpDTVMN4V7hxPrFtsXSmdYtlnMi5xy1xfJIrSuMrSuO4KhmqbYE31IyJyIiItKF3Px8tj94DguLX2Ff4OnEjpnmtFhKraW8k/YOS5KWMDZkLACerp4kBiV2mcwBnD46jAAvN95Ja4aFf4KZN8KE70HK+1Bf2Q/RS7dkryXPbxJ2LCRHdn+bZam1lLf2v8XE0Il4uHicwAA7lhScBMDNk25mZODIY67MpZSmOLZYxrXfYtnK09WTcK/wo5M5rcwdRcmciIiISBey3/4905q2kjb1Tsbe/iGGpfsFKfranpI9mJicNeKso65PCJ1ASkkKdtPe6bPurhbOnRDJFymF1DW2VLOc8iOwWWHPeycybOmumiIoSWObJZmYIC8CvN269Zhpmvx5/Z+pbqzmnlPuObExdmLh8IU8eNqDXJp4KbF+seRW53ZZ1XJZ1jLHFsvYjrdYtorxi2lLDBuaGyirL9PK3BGOmcwZhvG8YRhFhmHsOeJasGEYyw3DONDyGtRy3TAM4zHDMA4ahrHLMIypRzxzTcv4A4ZhXHNiPo6IiIhI32mqr2VC+RfsCFzI6At/A4bh1Hj2lO7BYlgYGzz2qOvjQ8dT01RDVlVWl89fNDkKa1MzK/a1FEuJngphYx0FUcT5sh19DJfXjmJ8D4qffJzxMV8f+prbp95OYlDiiYquS24ubpybcC6uFldi/WKpb66n2Frc4djWLZazI2cT4NH154zxiyG3xrEyV1Tr+O9WPea+1Z2VuReBxd+5dgfwpWmaicCXLd8DnAMktvy5Cfg3OJI/4G5gFjATuLs1ARQREREZqDK+eRN/6mDyVc4OBYDdJbtJCEhoV8mvtQjK7uKut1rOjAtmmL8nH+7Id1wwDJj6Q8jb6thuKc6VtRbTzYcvyof1qPjJ51mfE+cfxw/H/fAEBtd9w/2GA50XQWnbYtlBFcvvivGLoaiuiHpbPYdrDwNoZe4Ix0zmTNNcDZR95/JFQOtp2ZeAi4+4/rLpsAEINAwjElgELDdNs8w0zXJgOe0TRBEREZEBxWXna+SaYUyYe56zQ8E0TVJKUhgf2r41Qpx/HD5uPscsB2+xGFwwKZKV+4v466f7yCypdSSqkZPg7Wvg419CY92J+ghyLNlrqQidig1XJsR0f2XuUPUhEoMSsRgD4wRVrF8s0Hky90XWF7garpwx/Ixuz5Vfk8+O4h0AjAke0zeBDgHH+y8eYZrm4ZavC4DW9DgaOPJfLbflWmfXRURERAYke3kOCTVb2RFyLp7u3Tu7dCLl1eRR0VDBhNAJ7e65WFyYEzmHZdnLqGvqOhm7ed5IFo4N57k1mZz1r1VsLTLhx8thzm2w5Tl4dgEUdN7mQE6Q2lIo2ssu1/G4WgxmxAV3OvRfW//FG6lvAGA37eRV5xHj2//tCDoT6RuJi+FCTlXHFS2/PvQ1syJnHXOLJdD2uXJrctl0eBNjgsYQ7Nn5383Jptfpu+k42dj56cYeMgzjJsMwthiGsaW4uON9tiIiIiIn2uFvXsKCifu0q50dCuA4LweQHJrc4f1rkq+hsqGS9w50Xcwk1NeD//xwOmt/dwbBPu7c/8leTBd3WPQX+OH/wFoOz54BqZ/0+WeQLuRtBeDzqjimDA/Ex8O1w2E1jTW8kvIKHxz8AIDiumIa7Y1O6S3XGTeLG5E+kUdVoWzV2NxITnUOE8La/1KiI62f62DFQbYXbWdW5Kw+jXWwO95krrBl+yQtry2naMkDYo8YF9NyrbPr7Zim+YxpmtNN05weFhZ2nOGJiIiI9E5d5kbSzBhmT5vi7FAASClJwc3ixujA0R3enxw+manhU3lp70s02ZuOOd+wAE9+ffYYtudU8PGulg1XI8+An6yDiGR472YoOdiXH0G6UpQCwKdFwcwZGdrpsPWH12MzbWRWZWKaZltxkIG0Mgcc1WtuX+m+thXjnKoc7KadOP+4bs0T4hmCl6sXH6V/RKO9UcncdxxvMvch0FqR8hrggyOu/6ilquVsoLJlO+Yy4GzDMIJaCp+c3XJNREREZEDyq06n2GME/p7O32IJjuInScFJuLl0Hs+PJ/yYgtoCPsv8rFtzfm9aDEnD/Hjgs1Tqm5odF31C4YqXwcUN3vohNNb2RfhyLEX7qPcaRqXpw9yRIZ0OW527GoDaploK6wrbVr8G0socOJK5Q9WH2F60nSs+voLXU18HILMqE4D4gPhuzWMYBjF+MRysOIir4cq0COf1eRyIutOaYCmwHhhjGEauYRg/Bh4AzjIM4wBwZsv3AJ8CGcBB4FngVgDTNMuA+4DNLX/ubbkmIiIiMvDYGgizFVDrP8rZkQDQbG9mb+lekkM63mLZ6rTo0xgVOIq39r/VrXldLAZ/On8ceRVWbnx5y7f95wJj4Xv/haJ9sPofvQ1fuqNoL4fc4vB0szB5eGCHQ+ymnTV5a9qqOWZUZJBbk4vFsBDpE9mPwR7bcP/hVDVWceeaOwFHj0SArMosgG6vzAHE+jo2+I0PHY+Pm0+fxjnYdaea5RLTNCNN03QzTTPGNM3nTNMsNU1zoWmaiaZpntmamLVUsfypaZojTdOcYJrmliPmed40zVEtf144kR9KREREpDeq8/bjgh2X8I63NPa3nOocrDZrp+flWhmGwbyYeaSUplBvq+/W3KeMCuWh701k7cESfvTcJqrrW7ZojloIY86BHa9Bs623H0G60myD4jS210cyIy4YD9eOG9PvK9tHibWkrQVBRmUGudW5DPMe1uWKrTO0rhTmVOcQ6RPJvtJ9AGRWZhLhHdGuvUZ35tIWy/YGRv1SERERkQGkMNNR4t8/tuvkqb+0bqUb4T/imGMnh0/GZreRUprS7fmvmBHL40umsv1QBX/83xGVLCdfBTWFkP5lj2OWHijLgOYGNtREcEoX5+VW567GwOCCkRcQ4BHQlswNtC2W8G2vuQWxC1iStIT82nwq6ivIqsoiLiCuR3MpmeuckjkRERGR76jN3QtA9KjuVdw70fJqHHXjonyijjl2UtgkALYXbe/Re5w3MZKfL0zkw535vL+9pU7d6EXgHQrbX+1ZwNIzLcVP9pvDmRnfcdn9JnsTX2Z/yYTQCQR7BjMyYCTpFenk1gzMZG5U4Cj+MOsP3D3nbpKCkwDYW7aXzMpM4v27d16u1Tlx5/DLab9kavjUExHqoKZkTkREROQ7jNI08swwIkM7L0TRn/Jr8nGzuBHmfexK30GeQcT5x7GzaGeP3+fWBaOYPiKIu97fw6GyOkcRlIlXwv7PHH3Q5MQo2ocdCwfNKMYM82t322a3ccfqO9hfvp/vJ30fcBQQSStPo8RaMuAqWYJjy++SpCWEeIUwNngsAGvz1lLTVNPjlblAz0CuG38dLpaOt5+ezJTMiYiIiHyHX00mhe7DMQzD2aEAjobJUb5RWIzu/eg2OXwyO4p34GgH3H0uFoOHr5wMwE9e2+qocDnlKrA3we7uFVWR41C0l2K3aMKDA/DtoL/cPevu4YvsL/j19F9zwcgLAEgISKCmqQYYeJUsvyvQM5Aonyg+z/wc6H4lSzk2JXMiIiIiR7LbGdZ0iFr/BGdH0ia/Jp9o3+huj58cNpmKBsf5pFJraVslwe6IDfbmke9PJiW/it+/txszfBzEzID1T4Gt8XjCl2Mp3Mt+M5YxEf7tblU2VPJB+gdcPfZqrkm+pu36yMCRbV8PxJW570oKTqLI6mhN3dNtltI5JXMiIiIiRyg/nIEXDRihA6OSJTiSuSjfY5+XazUl3NHo/Kucr7jm82u48Ysbe7RKt3BsBL88czQf7N3Kyxv3wbw7oDIHtr/S49jlGJqsmGUZbG+IJKmDLZb7yhxVIE+LOe2o6wkB3/6yYaCvzAGMDXFstfRy9SLCJ8LJ0QwdSuZEREREjnA4YzcAfgOkkmVdUx3lDeU9WpmLC4jD392fR7Y9QnZVNjVNNZQ3lPfofW84PRbf+Cd5asd/MUeeAbGzHD3nmrrX8kC6qTgVA5PU5pgOz8vtL9sP0HburNUwn2F4uXrh4+ZDoEdgf0TaK+NCxgGOiqzd3S4sx6a/SREREZEj1OY6KgtGjpro5EgcWitZ9iSZsxgWpoRPwcVw4bLRlwFwuOZwu3HVjdVYbdYOV+3SKw9iGk1UNuWzJacCFvwRqvNh64vH9TmkE8VpABwwoztdmYvwjiDIM+io64ZhkBCQQIxvzIA529mV1mRUWyz7VvsTliIiIiInMbN4PxX4Ehbe/eSprzU0N/D1oa9ZNGLRcSVzAL+b+TtusN6Ap6sn76S9Q35tPsmhyVQ2VPL8nudZdWgV6ZXpAPi4+fDogkeP6uOVUuJIal09ylm6MYcZV5wO8afDyr/B+EvBN7yPPu1JriIbgALLMOJCfdrdTi1Nbbcq1+o3M35Ds735hIbXV8K8w1g4fCFnDD/D2aEMKVqZExERETlCSGUKee4JGBbn/Zj09aGv+c2q37Auf923PeZ6cGYOINYvlsnhk4n0iQQc5+4APkr/iOf3PE+oVyi3T72dX0z7BaFeody59k6qG6vbnm9tOu7mUcEnuw9TabXBuf+Apjr4/Pd98TEFoDyLcpcQYsODcXM5+r85q81KZlUmY4LHdPjotIhpzIyc2R9R9olHFjzC4vjFzg5jSFEyJyIiItKiuqKEeFsGlRGznRpHYW0hAF/mfEleTR6eLp6EeB5fzzt/d3983Hw4XOvYZplRmUGARwDPnv0sN0y4gevHX8/fTv0bxXXFPLT5obbnWpM5G3U02Gt5b3suhI2B034Fe96BAyt6+SkFgPJscuxhjInwbXfrQPkB7Ka905U5ESVzIiIiIi2yti3HYpj4Jc13ahylVkeD7q8PfU1utaPH3PGeizIMg0ifyLaVuczKTOL944+ab0LYBH484ce8f/B91uevp95WT3pFels/sKSYJl7dkI3dbsKpv4CQRFj+J+hhHztpz16WyUFbKGOGtW9LkFqWCkBSSFJ/hyWDhJI5ERERkRb1B1bTYLoxcso8p8ZRbC0GoMRawobDG3p8Xu67onyj2lbmMiszO2zafMvEWwj3CuellJfYX76fZrOZs0ecDcBp4yykF9ey5mAJuHrA7FugKAUKdvcqrpOerRGjOp9cM7zD4iepZan4u/sT5dOzLbZy8lAyJyIiItIiqHgzB9yT8PZuv+WtP5VYS4jzj8PVcMVqs/b4vNx3ta7MVTZUUlpf2mEy5+bixuVjLmdt/lo+yfgEgLPjHMncsJA6Qn3deXFdlmNw8qVgcYNdb/YqrpNe5SEMTHLs4R22JUgtSyUpOGlQVKsU51AyJyIiIgJYq8qIbzpIebjzC0qUWEuID4hn+rDpAMT49q4pdJRvFFWNVW0VKo9sOH2ky0ZfhpvFjTdS3yDEM4TEwET83PwoqM3nB7NG8PX+IrJKasE7GBLPht1vwyCppjgglWcBUOo+jMgAz6Nu2ew20srTOi1+IgJK5kREREQAyNq+AhfDxGf0fGeHQom1hDCvsLYy7r1dmWvdprc2fy1AhytzAKFeoSyOW4yJSXJoMoZhEO0XTX5tPlfPGo6LYfDcmkzH4ElXQk0hZKzsVWwntZZkziMsod3qW251Lg3NDYwOGu2EwGSwUDInIiIiAtSmraLBdGXklPlOjaOpuYmKhgpCvUI5N/5crhh9xVH9345HpK+jPcHavLW4Wdy6TA6vGnsVAONDxgOORDCvOo9wf0+unBHLaxuz2ZJVBomLwCMAdr3Vq9hOZmZ5No24Eh4V1+5eRmUGACMDRvZzVDKYKJkTERERAQKLNpPmNoYA//ZVBftTab2jkmWodygBHgHcNecuAjwCejVn68pcemU6I/xH4Gpx7XRscmgyTy58kh+M/QFA28qcaZr8/tyxRAV68au3d1Jrd4XkiyD1Y7A19Cq+k1V9cTqH7GGMjgxsd681mYsLiOvfoGRQUTInIiIiJz1bg5XhjelUBE92diiUWEsACPUM7bM5Q7xCcLO4AZ1vsTzS6TGntyWQ0b7RWG1WSutL8fVw5R+XTyKnrI6/L9sPYy+ExhrIXN1nsZ5MmkqyyDXDGBPRvvhJZmUm4V7h+Lm3vyfSSsmciIiInPSy923G3bDhMWKGs0P5Npnz6rtkzmJYiPRxbLXsTjJ3pNbiK3k1eQDMTgjh0ikxvL3lEPUxc8Hd17E6Jz3mXp1DjhneYTKXUZFBfGDP/q3k5KNkTkRERE56JfvXAxAz/lQnR/Jtj7kw77A+nbf13FxPk7nWHnetTccBLpgUSW1jM2uzqiHxLEj9FOz2vgv2ZGCtwNNWRaVHFAHebkfdMk2TzKrMTquOirRSMiciIiInPUv+VkoIJDLW+cUmWlfmgj2D+3Te1nNzPU3mWoultK7MAZwyMhQ/T1c+31MASedDbRHkbem7YE8GFdmO16C4dreK6oqobapVMifHpGRORERETnrhVXvI9R6HYXH+j0al1lICPAJwd3Hv03kTAhJwt7gT79+zZM7bzZtgz2AyKjLarrm7WjhzbATL9xViS1joaCC++23Y9jKseghMs09jH4pspVkAeA9rn7C1Fj/paeItJ5/OSxmJiIiInARKS4oYYeZRGHGxs0MBoLiumDCvvt1iCfD9pO9zeuzpeLt59/jZU6NP5cucL7HarHi5egGwKHkY/9uex8bDzcyNPw02PfPtA0nnQURyX4U+JFUc2ksoEDY8qd291mROK3NyLM7/9ZOIiIiIE2XuWgNAQOJsJ0fiUFJfQohXSJ/P6+nqedzJwcWjLqa2qZYV2Svars0bHYanm8Wx1fK0X8O0a+Hylxw307/qg4iHtoa8XeSaoYyMiW53L7MyEz83vz4tgiNDk5I5EREROanVZmwCYMQE5xc/Acc2yxOxMtcb0yOmE+Mbw/sH32+75uXuwvzR4Xy2pwBb7By44FFIvhjCkpTMdYNH6T5SzeGMDPdpdy+zMpP4wHgMw3BCZDKYKJkTERGRk5p38Q5yXWLw9OvbgiPHwzRNiuuKB9yKjGEYXDTqIjYVbGJzwWZu/+p27lp7FxdNjqKkpoFvDpR8O3jkGZC9Dpqszgt4oGuqJ8iaTaHnKDxcXdrdzqjM0BZL6RYlcyIiInLSamq2E12fRlnAwDjfVd1UTaO9ccAlcwAXjbwIA4Prl13PytyVvH/wfdz89hHk7cY7W3O/HTjyDLDVQ8565wU70BWn4oIda8jYdreqGqsosZao+Il0i5I5EREROWntz84nyijFfVj7H6qdoaSu7xuG95VI30guH305Zw4/k48v/piEgAT+ufXvnD8pjOV7C6moa3QMHHEKuLhrq2UX6vN2AeARNaHdvbSyNABGBY7q15hkcFIyJyIiIietzNTtAIQnTHRyJA6tPeYGYjIHcNecu3h4wcPE+sdyx8w7yK3JxT3kGxqb7Xy0s6WpuLsPDJ8N6V87N9gBrDJrB1bTnYj4ce3u7S3dC8C4kPb3RL5LyZyIiIictCpyUgAIHtF+hcQZWpO5gVYApSNzouZw5vAz+Sj7VRIj7Tz65QHOe+wbrvjPemzxC6BwD2SsdHaYA5JZsIf9ZgxJkUHt7qWUphDhHTFgE3oZWJTMiYiIyMmreD/NuEDwwDifdLj2MABh3gM/mQP4xbRf0NTcxIiRaxkW4ImHq4VNmWVsCDwfwsfB61fCwS+dHebAYpr4V6Ry0BhBTJBXu9t7S/dqVU66TcmciIiInJQKq+qJaMymyns4uLg5OxwAcqpzCPYMxs/dz9mhdMtw/+FcMeYKtpR9zmM/jOb1G2fj7e7CJwcb4JqPISQRli6Bsgxnhzpw1BTi3VxJud8YLJajWw/UNNaQVZVFcsjAKMgjA5+SORERETkpbcsuZ6SRjxE2xtmhtMmpymG433Bnh9EjN0+6GU9XTx7Z9giebi4sGBPO8r2FNHsFw5LXobkB9n3k7DAHDLNgNwD2sParb/vK9gE6Lyfdp2RORERETko7sooYYRTiFzNwVkFyqnIY7j+4krlgz2CuGHMFq3JXUW+r5+zkCEpqGtieUw6Bw2HYBNj/ubPDHBhsDTRsfhkA3xGT2t1OKXGc4VQyJ92lZE5EREROSoVZe3E17LhEJDk7FADqmuooshYxwn+Es0PpsfEh47GbdtIr01mQFI6bi8GylALHzdGL4dAGqCtzbpDOVnUYXjwPz7QPedR2KfExMe2G7C3dS6RPJCFeIU4IUAYjJXMiIiJy0qmub6K5MNXxTeho5wbT4lD1IYBBtzIHkBiUCMCB8gP4e7pxyshQPk8pwDRNRzJn2uHgCidH6UTWcnj5Iijcy8dj/sbDtssYM6z9uciU0hStykmPKJkTERGRk87qtBJGmHmOb0ITnRtMi+yqbABG+A2+lbnhfsPxcPHgQPkBAM6dMIxDZVaW7y2EqKngEwb7P3NylE5ia4A3fwhlGaSf9Ry/3BPPgjFhhPh6HDWsqrGKnOocFT+RHlEyJyIiIied5XsLGOd2GDMg1tHkegDIqc4BBufKnIvFhYSABNLK0wC4ZEoMScP8+NMHKVQ3NkPiIkeLguYmJ0fqBMv+CFnfUHvu4/zoKw9Cfd355xWT2w1rTYSTggfGtl8ZHJTMiYiIyEmlqdnOV6lFTPQsHHCVLEM8Q/BxGxjJZU8lBiW2JSTurhb+dukECqvreejz/TBmMTRUQs4GJ0fZz8oyYMvzMOMGfps2hqLqep64airBPu7thhbVFQEQ6RPZ31HKIKZkTkRERE4qm7PKsNSXE9WYBREDZ0tbdlX2oCx+0mp00GhK60spq3cUOpkyPIhrT4njlQ3ZHPCeChiQtca5Qfa31f8AFzdWD7uGT3Yd5v/OSGTq8KAOhxbXFQODp2G8DAxK5kREROSksnxvIVe4rcFib4KJVzo7nDY51YOvLcGREgO/LYJSVl/G0tSl3Do/AYsBH+6vcbQoyF7r5Cj7UWk67FxKw5Rr+c2yIpKG+XHzvJGdDi+pL8HN4oa/u38/BimDnZI5EREROWmYpsmKvQVc67kKYmYMmJW5uqY6Sqwlg3pl7siKln/f/Hf+uvGvZNemMDshhE92H8YcMRdyNzsKgpwMvvknuHjwWP35FFc38OD3JuLu2vmP3iV1JYR6hWIYRj8GKYOdkjkRERE5aSzfW0hExQ6imnJg2rXODqdNW/ETv8G7MhfqFUqgRyCfZn7KxxkfA7AqdxXnTogko7iWvMApYKuHvG1OjrQf2Jth/6fUjb6AZ7fVcOWM4UyKDezykWJrMWFe2mIpPaNkTkRERE4KpmnyyIoD3OizGtPDD5IvcXZIbVrbEgzmbZaGYZAYlMjukt0EegQyKWwSKw+tZFHyMMdWy/J4x8CTYatlwS6wlvNZ3Tjspsmt8zvfXtmqxFqiZuHSY0rmRERE5KTwxd5CagoOcKZ9HcaEKwZMSwI4omH4IF6Zg2/Pzd0y6RbOiT+HrKos6swCZsYH816qFcLGnhzJXMZKAP55cBjfmxpDbLD3MR8psZZoZU56TMmciIiIDHl1jTYe+SKVx73+i8XNE077lbNDOkpRXRF+7n54ux37h/6B7NyEc7lw5IVcMfoK5sfOB2DloZWcNyGSg0U1VITPhJyN0GxzapwnXMZKirwSKLQHcOuCY6/KNTU3UdFQQahXaD8EJ0OJkjkREREZuqzllP7nQt546CcsKn2JSfYUjMV/g4BoZ0d2lKGyKjMpbBJ/OfUvuLm4Ee0bzajAUazKXcWZ4yIA2GqMg6ZaOLzTyZGeQE1WzOz1rGgYx9njIhgRcuwV4NL6UgBCvZXMSc8omRMREZEhK3/z+4QcXsX1trf4uet7MOosmHyVs8Nqp8RaMiRXZebHzmdb4Ta8PRuJC/Hm08qT4NzcoY0YzQ0srx/LmWMjOh1mmia1TbXAET3mhkBCL/1LyZyIiIgMWeV7llNu+lJ24xY45+9wydMwAEu/D9XiF2cOP5Nms5lPMz9ldkIIyw+BGRQHhzY6O7QTJ2MlzYYLm80k5o/pPDl7c/+bLHhrARX1FZRYSwCGZEIvJ5aSORERERmaTJOIkg3s85xMcHQizLoJfAbeD8umaQ6ZbZbfNS5kHONCxvFG6hvMig+mqt5GRchUyNkApuns8E6MjFXsdxnDqJhIQnw9OhzS2NzIs7uexWqzklKaQrHVsTKnZE56SsmciIiIDEnFWSmE2ktpHHG6s0PpUp2tDqvNOiR/kDcMg++P+T4ZlRl4+WcBsMd1HNSVQFmGc4M7ERqqMQ/v4Mv60SwYE97psI/SP6LIWgTA3tK9bStzQ3F1Vk4sJXMiIiIyJGVt/gSAEdPPOSHz2007u4t302xv7tU8reelhmIyB3BO/DkEeATwRe57REfm8Gfreg66uTlW54aaQxsxTDsb7WM5I6njZK7Z3swLKS8wNngssX6x7CvbR4m1hCCPINwsbv0csAx2SuZERERkSLJkreawEUbcqPF9PndBbQE3fXETP/j0B1z20WWszl193HMN9fNSnq6eXDrqUpZnL6cq8CkKLQd4PzAYctY7O7S+l72eZizkeCeTHOXf4ZBPMz8luyqbGybcwLiQcewt3UuxtViVLOW4KJkTERGRIcda38io2u0cDp6FYenbH3eyq7L53offY1fJLm6ccCONzY389Muf8kXWF8c1X2syNxTPzLX6wdgfMCF0Aosif0xz3Qg2+PgPySIo9uy17CWe2UnDsVjaF9pJK0/j/g33MyF0AguHL2Rs8FjyavLIqMgY0v/+cuIomRMREZEhJ2XbNwQYtXgnLezzuVceWklVYxWvnfsa/zf1/3j/oveJ84/jxZQXj2u+ob4yBzDMZxivn/c6v519C7baUaQZDVSVHYC6MmeH1nea6iF3KxtsYzrcYllWX8b/ffV/+Lj58PD8h3GxuDAuZBwAOdU5Q/rfX04cJXMiIiIy5FSkOrY9xk09q8/nTq9IJ8QzhMSgRADcXNxYkrSE3SW72Vnc82bYJdYSXC2uBHgE9HWoA064vyexXhMwga2enkPr3Fz+Niz2RrYylrmj2idm/9zyT4rrinl0waNE+Dj6z40NHtt2X8mcHA8lcyIiIjLkeBZupdgShmdIbJ/PfbDiIKMCRx117aJRF+Hr5stre1/r8XzF1mJCvUIxBmD/uxNhceJsTLsrm3z84eu/QEONs0PqG9nrALDHzMbP8+hCJmX1ZXyW+RmXJl7KhLAJbdcDPQOJ9o0GhvY2WzlxlMyJiIjIkFLXaCOhfi+lQZP6fG67aSe9Ip1RQUcncz5uPlySeAnLs5dTWFvYozlLraWEep48qzJnj42m2TqClYHDoWgvvHcj2O3ODqvX6tO/Yb89hpnJo9rde+/AezTZm1iStKTdvdbVOa3MyfFQMiciIiJDyp59qUQZpbiOmNXncx+uPUydrY6RgSPb3bti9BXYTBtfH/q6R3OebJUMJ0QH4GkbTa6tkIoz74b9n8K7PwZrubNDO37NNiy5m9lkT2LBd87L2ew23tz/JrMiZ5EQmNDu0dZzc0rm5Hj0KpkzDCPLMIzdhmHsMAxjS8u1YMMwlhuGcaDlNajlumEYxmOGYRw0DGOXYRhT++IDiIiIiBypYO83AESN7/tm4ekV6QAkBia2uxfjF4OBQVl9z4p6lFhLTqof5C0Wg+kRMwDYEDkOzrgT9n4AT82BFffAqocgf7tzg+ypwt24N9eS6TORhFCfo26tOrSKgtqCDlflAObHzmds8Ni2M5giPdEXK3MLTNOcbJrm9Jbv7wC+NE0zEfiy5XuAc4DElj83Af/ug/cWEREROYqRu5lG3PAe3ve/Nz5QfgCgwxUWV4sr/h7+lNd3f4XJZrdRXl9+0p2XunjcbEy7G58cXAOn/wZu/BJ8wmDtY45zdJ/9ztkh9ogtcy0APqNOa3f28ZPMTwj3DmdezLwOn00MSuStC946KQrgSN87EdssLwJeavn6JeDiI66/bDpsAAINw4g8Ae8vIiIiJ6n6pmaianZT5DMGXN37fP70inTCvcPxd++4IXSgRyCVDZXdnq+svgwT86RamQNYMCYSoz6edXkbaWq2Q9QUuOUbuLsMZt4MBXvA3uzsMLutav9qcuxhTBg3rt291LJUJodNxtXi6oTIZKjrbTJnAl8YhrHVMIybWq5FmKZ5uOXrAiCi5eto4NARz+a2XBMRERHpEzuzihhPJs3RM445trG5kYzKDDYd3nTUatqzu57l16t+jd1sX5TjYMXBDrdYtgr0CKS8ofsrc6095kK8Qrr9zFDg7e7KopGn0mjJ5/7PNh19M3IiNNVCWaZzgusp08QzfyObzLHMSjj637GuqY5D1YcYHTTaScHJUNfbZO5U0zSn4thC+VPDMI7anG6apokj4es2wzBuMgxji2EYW4qLi3sZnoiIiJxM0nauw8NoInTsaV2Oa2hu4Hsffo+L3r+IH3/xY+7bcF/bvQ/TP2RZ1jJe23d0m4FmezMZlRkdFj9pFeQRREVDRbfjbU3mTrZtlgA/muJo6P7azq/5IqXg2xvDWkr3F+xyQlTHoSQNb1sFef5TCPA6uiXBwYqDADoPJydMr5I50zTzWl6LgP8BM4HC1u2TLa9FLcPzgCObvcS0XPvunM+YpjndNM3pYWEn3//YRERE5Ph5HPiUZiz4jDq1y3EfHPyArKosfjntl5weczpbCrZgmiYV9RVkVWXh5erFo9seJaMyo+2ZvJo8Gpob2vWYO1KAR0CPzsy1JnMn2zZLcFRx9HH1ITz8ELct3c7K/S0/MoYlgcUVCnY7N8BuakxfA4DHyLnt7qWVpwFoZU5OmONO5gzD8DEMw6/1a+BsYA/wIXBNy7BrgA9avv4Q+FFLVcvZQOUR2zFFREREeuVwaRln1n9OVtgC8IvodJzNbuOFPS8wIXQC1yZfy5nDz6S8oZzMykx2lThWg/58yp/xcvXi1hW38p+d/2FN3hre2P8GQJfJXJBnUI/OzBXXOXYhnYzJnKvFlakRUwkKySEx3JebXtnKqrRicPVwJHSDJJmrSF1JkRlI0rjJ7e6llafh4+ZDlG9U/wcmJ4XenMSMAP7XUrHHFXjdNM3PDcPYDLxlGMaPgWzgipbxnwLnAgeBOuC6Xry3iIiIyFGyVr7KHKOG2jk3dzluefZycmty+fX0X2MYBlMjHFUvtxZtpaC2ABfDhXkx8wjxDOHR7Y/yxI4n2p6N8I5o1zD8SIEegdQ312O1WfFy9Wp3P6PCsdLXWg1zR/EOgj2DcXfp+2Itg8HMYTP5Ju8b/ndVAv/3agY3vryFf189kXkRE3DN6Fm/PqdoOS+3xj6GefHtzz0eKD/AqMBRWAy1dpYT47iTOdM0M4BJHVwvBRZ2cN0Efnq87yciIiLSKdMkav/LZBixxE8+q9NhzfZm/rv7v8QHxLNg+AIAhvsNJ9gzmG2F2yi2FjM6aDTebt7MjJzJa5GvUVRXRHZVNsP9hhPuHd6u9PyRgjyDAKior8DL9+hkLrUslWs/vxYLFpaev5SsyizW5K3hV9N+1Qd/AYPTjEhHoZr3M5Zy4+JxPLjqQ25ffyeneUbx75oCqCkC3/BjzOJEZRn4NxaSF3gZPh5H/1htmiZp5WksilvkpODkZKAaqSIiIjLoNWRvZETjAT6M+TUJls5XQf67+7+klafx0OkPta2WGIbBtIhpbCncQnVjNecnnH/UM+He4YR7dy+haO0VVtFQQaTvtx2Y8mvyuXXFrfi6+dLQ3MDPv/45VpuVkQEjuWrcVT39uENGUlAS4V7hvLTX0dXKw9sDl0Y/NtTn0wy4FOyGUe3WCPqO3Q6G4fhzHGpTPscHsCSe2e5eUV0RVY1VKn4iJ5SSORERERn0yr55Dj/Tk8BZnSdGO4p28O+d/+a8hPNYHLf4qHtTw6eyPHs5AJPC2m086rYgD8fK3HfbE/xhzR+ot9Xz0jkvUWIt4ZYVt2A37Tx39nO4Wdw6muqk4GJx4cNLPqS4rpj65nqifaP584q3WVb8MAfd3RjT22SuqR7cPB1fmyYs+wPkrAcPf6ivhJI0iJ0JP/qg63k6UbH7M4rsEcyZPr3dPRU/kf6gDbwiIiIyuDVZCcr8hOXmTGYmjehwSG1TLb9b/TsifSK5c9ad7bZKTomY0vZ1b5K5QM9AwLHN8sj33l60nSVjl5AYlMicqDncP/d+fj7158yMnHnc7zVU+Lj5EBcQR1JwEn7uflw5wdHpap1veM+LoNgaYMfr8NwieGAE/CUClv/JcW/3O7DhKUelTFs9eAVB9DTIWAmV7QqsH1tTPSElm9jpMZ2xkX7tbrcmc1qZkxNJK3MiIiIyqJmpn+Jpr+VA5AVc4ubS4ZgndzzJ4drDvHzOy/i6+7a7PyZoDN6u3ni4eBDrF9vBDN0T6BEIHL0yt7N4J3bTzrTwaW3XLhh5wXG/x1A3I3YUluYgVrk3ct2+jyD9Kxh5xrEfLMuEF86F6nwIGwvjvwc1hbD2UfAJhzUPQ/R0uH4ZWFr+Oyk5AE9Mh9RPYNZNPYqzdN8qQswGLIlndniO8kDFAYb5DMPf3b9H84r0hJI5ERERGdTqNr9KhRlC5KT255YA9pft5/V9r3PZ6MuYHD65wzGuFlfOSzgPN4tblwVOjsXf3R8D46j2BDuKdmAxLEwMm3jc855sRvgks9XcgS1kJK5Ll8B5/wS/SPCPhvCk9g+YJnz6a2iohqvfcyR/hgHNNnj1Uvjij44VuQse/TaRAwhNhNDRkPpRj5O5vC0f42u6MmHueR2EY7KjaAfjgsf19KOL9IiSORERERm8qgvxOrSKF5vP46Kxw9rdtpt27ttwHwEeAdw+9fYup/rTnD/1OhxXiyv+Hv5HNQ7fVrSN0UGjO1wRlI6dPnwmmWlreG3Uw1yT8if4oLUgugHzfw+n/Aw2/cexRXLOz6ChCg6ugMUPHn3GzsUVLn8RXv0ejL0Aho1v/2ZJ5ztW7+rKwDu42zH6561in3syk6Pb9zTMqc4hryaPa5Ov7cnHFukxnZkTERGRwWvPu1jMZrYFLiImyLvd7Y2HN7KzeCe3T729rdLkiRboEUhFQwXgaFC+q3gXk8Mm98t7DxUXjJ4LwBsHd9J43XL48XLH9siJV8DKv8LfR8GKexxn6l77Hrx/K0ROgpk3tp/MOxhu+hpO+2XHb5Z0PpjNkLase8HVV5Hzyk+Ia86mfkTHxVnW5a8D4JSoU7o3p8hxUjInIiIig5Zt38ek2mMZlTytw/vLspbh7erNufHn9ltMRyZz+8v3Y7VZ2xqTS/ckBo/Cw+JLRs0ernxhB59VxPKrDV5cV/Fj0mf/FWJnwA/fh1/ug3l3gHcwh+b+jetf3sYTXx0gv8La/TeLmgJ+UZD68bHHHt5F0xOziDm4lA89L2Ly937d4bB1eeuI8Y1huP/w7schchy0zVJEREQGp/pKLIc28pX9XM4Y074PXJO9iS9zvmRe7Dw8XT37LawgjyAK6goAx3k5gCnhU7p4Qr7LYliYHTWNvW4ZHNhXw09e24afpytebi4sTIsjOerXWD41MIzNXDrl+4y84AZue307jbZqvkot4p/L0zh1VCiXTYvh3AmRuLl0sX5hsbB51FwqD3zOmVWHwT+y43EZqzDf+AFlTZ78zvUv/O0n1+Pp5dVuWFNzE5sKNrXrVyhyIiiZExERkcEpYyUW08Ym1+ncNCKo3e3NBZupaKhgUdyifg0rwCOAfWX7ANhWuI1In0iG+bQ/zyddGx86ntW5q3nvtqkUVRjMiA/CNOHVDdks31uIt7sLpbWN3PPRXgDiQ314+fqZ2E2Td7fl8e7WXG5/Ywf/257HMz+cjrtr+4TOZrfxxPYneK5iI14hASxc9zjG4r+2DyZ7HeZrl5FrRPKDxt/wzxvOIzKgfSIHsKN4B3W2Ok6J1hZLOfGUzImIiMig1JT6OXWmD9ETT8e1g5WXL7K+wNvVm7lRc/s1riDPICoaKjBNk+1F25k+rH1DaTm28aHjMTGpsGVyauK3/fhuOC2BG05LaPt+a3Y5K/cXcd3ceIJ93AH45Vmj+fnCRF7ZkM3dH6Zw+xvbueG0BDZnlVFe24gJ5FZUsaH2nzS57yPOP46sqiyKt79E+Om/ProQSm0J5jvXU2IJ4/zqP3Lv909lZnznhVLW5a/DxXBh5jD1EJQTT8mciIiIDD52O837v2C1fQIXTml/LqnJ3sSKnBXMj53fr1sswXFmrqG5gW1F2yi2FnNq9Kn9+v5DRXJIMgB7Svd02Vx92oggpnWwMmuxGFxzShxNzXbu/2Qfn+1xbH31dLMANrxiXsXmuY/6w5cwJ3YqWVV3kWM0Eb72EUi+FOorwcMXvv4b9toSrrX+mZsWTeOiydFdxr0hfwMTwybi596+kbhIX1MyJyIiIoNPwU48G0rY7rGEO+Par5JsKdhCZUMlZ8ed3e+hBXk6Eov/HfgfFsPCadGn9XsMQ0GQZxDRvtHsKdnTq3luOC2BkeG+WBubmRkfTKivB3d8cwefZOzlT7P/xDsrY1i6LhNiISdmKtPXPupoVXCEJ9xvojliAj+ZN7LL97LZbaSVp/GDsT/oVcwi3aVkTkRERAaPtGWw+21sham4AoETz8Viad/ke13+OlwtrsyJnNPvIba2QPgi+wsmh01uS+6k58aHjmdX8a5uj29sbsTdxb3d9QVHFMhZk7eGTzI+4SeTfsLlYy5nanAN5zxaiicuZCfMhTGXgU84eAVBYw3fZNfx8FcePH1hYof/rR0ppyqHRnsjo4NGd/9DivSCWhOIiIjI4GCa8OlvMNOWUV7bwPO2xZw1o4Mm0DiSuanhU/F2a9977kQL8nAkb1ablQWxC/r9/YeS8SHjOVx7mFJraadj7KadL7K+4MfLfsy0V6exvWj7UfdN0+SPa/7IY9seo7qxmr9u/Ctx/nHcMOEGAEaG+fLzM5Nobgjim/xcmHEDjLsQ4k+jceQi7t4VQtIwf84ed+wiNmnlaQBK5qTfaGVOREREBofcLVCRzdOBv+bBgqnMHRXC9ZH+7YYV1xWTVp7G7VNvd0KQEOgZ2Pb1/Nj5TolhqEgOdZybSylNoaaxhlW5q7h37r14uHgAjkTuLxv+wltpbxHp42gpsK1w21GtINbmr+XD9A8BeCP1DaqbqnnmrGeOWsG75fSRLM2OZn9pJm9tOcTOQxV8nVpEQVU9dhOevnpqh6tyDc0NfP/j73Pd+Ou4cOSFpJWn4WK4EB8Qf8L+TkSOpJU5ERERGbiqC6GxFgD77rdpxI1XKiZw30XJvHRdx0UxNhzeAMApUc4pDR/oEQhAnH8ccQFxTolhqEgOScZiWHh93+v8cc0f+TTzU/6++e+AI5H768a/8lbaW1w3/jo+u/Qzwr3DSa9IP2qO5/c8T4R3BE+c8QT+Hv5cNPIi5kQdvf3WYjE4K3EcFo9SfvvOTt7ZmsuU4UHctmAUT189lUXJHa/KLc9ezsGKg3yS8QkAB8oPEB8Q3+FWT5ETQStzIiIiMjBlroalSyA4Aa77jMad7/J182TuvGIW507opLEzji2WQR5BJAUn9WOw3wpwD8DHzYezRpzllPcfSrzdvEkISGBt/lriA+KZOWwmb+5/kxCvEL7J/YbdJbu5fvz1/HzqzzEMg1GBo0iv/DaZ2128m80Fm/n19F8zL3Yep8ec3ul7JQbHg9HIXRfGcNnkZAK83Y4Z3ztp7wCwtXAr9bZ60srTmBQ+qfcfXKSblMyJiIjIwLP/M3jrGvCLgILdmC+cg2dDCVv9buAPR6ySVDZUcrDiIFPDp2IYBnbTzvr89cyOmo3FcM4GJBeLC+9e+C5hXmFOef+hZlrENIqtxTxxxhNE+kayr2wfT+14inDvcO6fez8XjrwQw3BsgUwISODdA+9iN+1YDAsvpLyAn7sfl42+DKBtXEdG+I0AYFKCrVuJXEZlBlsLtzJz2Ew2FWxide5q8mvzuTzo8j741CLdo2ROREREBpZdb8P/bobISXD1u7D5OYyv76fa9GLW4iVtZ5dM0+S3q3/bVuzkmuRryK7KprS+1GlbLFtF+3bdi0y67zczfsNtk29rO4v46IJH+Sb3GxbHL8bL1euosaMCR2G1WcmrycPXzZcV2Su4bvx1+Lj5HPN9Yv1jAcipzulWo/d3097F1eLKn0/5Mxe+fyEv7X0JUPET6V9K5kRERGTg2PI8fPxLiDsVliwFDz++ifwRWeY2mnyGcd2EEW1Dl2UtY13+OhbHLWZTwSZu/9pR8CTAI0CNuocQDxePtoInAKFeoVySeEmHY0cGOvrApVekU2+rx8Rk4fCF3XqfSJ9IXC2u5FTlHHNsRkUGH6R/wILYBcT4xTA1fCobCzYCSuakfymZExERkYGheD/mx7+kOnYBZYv/y+HcRjZmpvH4VwdJDP8Jz107o22bXE1jDQ9tfohxIeN44LQHsNqspJSmEOUbRZRPFC4WFyd/GHGGhMAEwJHM5VTn4OfuR3JIcreedbW4EuMbQ05158mcaZq8kPICT25/Em8377b2BnOi5rCxYCN+7n5EeEf0/oOIdJOSOREREXG6Blsz+974M2NMN+YfuIKyRza03VswJozHlkzBz/Pbc0yPbHuEEmsJj5/xOC4WF3zdfZkVOcsZocsA4u/u31bRcnPhZmYNm9WjxH64/3Cyq7I7vf/f3f/lse2PcebwM/nj7D8S6hUKOCqnPrLtEUYHje7yXJ5IX1MyJyIiIk6VV2HlDy9+zrPln7Mt7GL+vvAMKuqaCPPzIGmYH0E+Lryf/j5+7n4sjlvMuvx1vLn/Ta4ee3VbHzKRVqMCR7Embw3lDeXcOOHGHj07wn8E6/LW8deNf+WChAsYHzq+LTlbnbuax7c/znkJ5/G3U/92VNI2JngM0b7RTA2f2qefReRYlMyJiIiI02zNLufmV7bws6Z3cLXA7KvuhqBvt6ntLt7NT1fdS2pZKgCbDjuqBsYHxDutKbgMbAkBCazLXwfAnMg5xxh9tGuTr6WwtpB3095laepS4vzjOC3mNMrry/n60NeMCR7D3XPubrf6ZjEsvHfhe+ovJ/1OyZyIiIj0u8q6Jp5adZAX1mQxya+KHxpfY0n6HgR9W+AktzqXG764AT93P/4+7++klKTwYsqLuBguvLrgVTxdPZ34CWSgGhU4CnBUFG2tUNld4d7h/HP+P6lurGZ59nI+zviY1/a9Rrh3OFPDp3Ln7DvbVdBs5e3m3evYRXpKyZyIiIiccIcrrby2IYcvU4uob2qmqKqeuqZmlkwM4N7SP2OpdoX5d7SNt5t27lx7J4Zh8PI5LxPlG8XiuMVMi5iGzW5jfOh4J34aGchaK1r2pj2Fn7sflyZeyqWJl7b1rBMZiJTMiYiIyAn17tZcfvvuLuymySkjQwj28cVvZAjXTA1mzOrboOyAo59cyMi2Z17Z+wpbC7dy39z7iPKNars+P3a+Ez6BDCZjgscwY9gMLhp1UZ/Mp0ROBjIlcyIiInLCHK60cveHKUyJDeThKycTG+wNjXWw7SV48+9QVwoXPg4J89ueqWuq48kdTzIvZh4XjeybH8jl5OHl6sXzi553dhgi/ULJnIiIiJwQpmly5//2YLPb+ecVk4j1aYbPfw/bX4OGSog/Hc68B6KnHfXc2vy1WG1WfjjuhyrzLiLSBSVzIiIickJ8svswX6YWced5YxkR4gPL/ggbn4bkS2DGDTCi4zNNy7OXE+gRyLSIaR3eFxERB20CFhERkT5na7bzj2X7GRvpz3Vz46GmGDY/BxOvhMuePyqRq2uq46kdT5FbnUtjcyOrc1dzxvAzcLXod84iIl3R/yVFRESkz324M5+s0jr+88NpuFgMWP84NDfAab86alxdUx23fnkrWwu38mXOl9w88WZqm2o5c/iZTopcRGTw0MqciIiI9Clbs53HvzrI2Eh/zh4XAbWlsOm/MP57EJrYNq6huYGfffUzthdt5+qxV5NWnsada+/Ez82P2ZGznfgJREQGB63MiYiISJ/6cGc+mSW1PH31VEcBk5V/haY6OO3XR417ZOsjbCrYxN9O+xvnJ5yPh4sHz+15jvMTzsfNxc1J0YuIDB5K5kRERKTPFFXV85dP9jE+2p+zxw2DjFWw+b8w+1YIT2obtz5/Pa/ue5UlSUs4P+F8AG6bchsWw8I58ec4K3wRkUFFyZzIdxXsht1vw8ybISDa2dGIiAwadrvJr97eSU2DjYevmIylqRY+vA2CR8IZdwGOrZWbDm/invX3kBCQwC+m/aLteVeLK/839f+cFb6IyKCjZE6kld0O65+Ar+6D5kbY8gIs/JOj/5FvOATEHP/cpgnWcvAKgtaeSbYGWPc47FwKyZfCqT8Hd58++SgiIv3NNE2e+Pog3xwo4f6Lx5MY4edoRVBxCK7/HNy92XB4Az//+ufUNtXi7+7PE2c8gZerl7NDFxEZtJTMibT66j5Y8y9IOh9O+yWsuAc+PeJ8x/+3d+fxcZX14sc/z5ktk0zWZk/adG/pXrqxlpallkKhoCBWxQVUUOn9oahXvfeKer0XkatscpEiqFcEFAQKlrWllKUrdE2XJG3TNGn2fTKZ7Zzn98eZlrQkXdNmEr/v12tenZx5zjPPPN+emfM95znPufJemPWNk6/XXw/PfxX2rbaTuUGj7KStuRya90HORFh9L2z6M0y6AUZeYU/ZbTh665MJIcQZFTEtfrKsmL+sq+Cayfl8ftYQaDsI65fClMUw5DxCZoiffvBTMr2Z/Gr2r5iVNwu3w93XTRdCiH5NkjkhACrWwfv3w9QvwDUP22fPbl4GlRuhox42PgGv/wjyJtvJ2LpHoXY7tFXZyy5YAklZULEWgq32mTzLhIYS9AcPogNNbCz8Ci0N1aRVVpKZ4CcxIYMPzvl/bEmYzlfOq2XotgdhzSPw/gOQOxHm/QKGX9LXPSOEEMfU3BHm9qc+ZO3eJm6fM4K75o2xJz1Z/SvQFlzyAwCe3P4klf5Kls5bKjNVCiFEL1Fa675uQ4+mT5+uN27c2NfNEH2pegvsfhVQ4MuCSTeBO/H06mzaC/W7IX8q+HKgsxn9+GV0BIJ8w/cgEZePVK+LS8dmM398LulJbuhsgaVz7UTNjEDYD1lj7aStYq09ZFIpe8flKHsp4Fuhb7OLIiYVpDIsM4kP9jRS1x7CUOByGERMiy+cV8QdF+WSVfkWrPwFtFbA6Cth3s+PmMpbCCHiRUltO7f+cSM1bUF++emJXDc1Nhy9aR88PB3O/RJc/Wsq2ytZ9NIi5gyew32X3Ne3jRZCiH5GKfWh1np6t69JMif6jGXCgXX2j37YD8qAxAx7KKI3A4pfsK8p0+bhVXRyHtFLfoxr2hc+vvbsZERD8Mh5dkIHaMOFsiIA3BT+N9pyziPF6+RgS5CKpgBOQzFvfA43zRjCVM9Bkp++hmjheeydfBc7zXz2NXQw2N1BVsufSIwq9lozWFEJzbVVaBStSUOZOGoEs8dkcfGoLDKS7CFFWmtq20LUhvbw9K6nMRvn8fz6dpyGwfXnFnDF6DSm1zxDysaHUOEO+3q9UDskDrKT0DHzYdx1YMitIoUQfWPlrlqWPL2ZBJeDx26exrlD0j9+8e9fhx0vwZLNkJLHHSvvYF31OpYtWkZuUm6ftVkIIfqjYyVzMsxSnH2WSXjFf6M2/RFXoO6YRVclzeevGd/Al5zG4I5tzKl4mImvfJtX1m1l/GfvZljm8ScM+XB/M6CZOjgd/6oHSWnay33OrxEMBhlEC006mT2uUVx97dXMGKUZnT4agDdKt/LwR0t5r6mNla8aaO3A5V1AoGQm1vY6wG67w7cDb+EKrHAWwX1zOXfIIObOm8HcMdmck5dsDzc6SmuolVcqnuO3m39L1IoyLaeSN77zIE++t5/nPqzkmQ0HgPHMLvgdP8tcQZGnHeX2QXsN5r7VHNz5PLVrfkPOuV9l8OALIGMYOD0nGwkhhDglj7+7l18s38m4vBSW3jyd/LQuk5hUfghbn4WL7oSUPFZXrmbVgVXcOe1OSeSEEKKXyZk5cVb5g2HKn7iFCXXLeMucygvmxewyRjBxeCGFaW5MfyM60Ew4WE2V9lLrnoVpaRr8ISKmxayiNK5t+TnzGt/hO5HbKcm9igtHZjI2N5khGUlk+Tykel1ELYt6f4jfvFnC68W1AIxP6eSvoW+xTo/jxXN+TWG6l8EZiYzN9VHWuYr/3fIw9Z31zMydyezC2fx2829xKAfpnnT84RAhM0LQ9ONQTr4w/EdcOXIOdZFivrNqCS6VSIfZwn+e/yuuHT2/x8+/fO9yHtnyCPvb9gMwr2ge5+acyz3r7+GbU77JxQUX8+re1ylprKSmvZnquiwaa6YwJX8oP792Amkp7SxZuYTSllIA0k2T5QcO4nOnwMxbYcrn7TOeZsgeQpqYKWfvhBC9atmWgyx5ehPzx+fy689OJtHd5biw1vDEfHv0w5KPCDndLHpxES6Hi+cXPi83AhdCiFMgwyxFn2kNRHj/nVfJ2vwIrREHjmgHc41NLM/4Isz9MflpXkbn+I7YGdjRuIMlK5fQFm7jzwv+fPhMGcBDmx7isa2PcbWVyI8qSug0stgfScPEwNQGS80FrLKmHi7vdTl4bPQGRrevhaZ9DDJrafjiO+QOnwBAXaCOH777Q9bXrGdS5iTmDJ7Dn3b8iZZQC9NzpvPL2b8kOzH7cH01HTUsWbmEXU27cBpOIlaEoSlDeXL+k9z86s2kuFN4+qqnP3E2LhAJ8MBHD/CXXX9hwqAJXF50OVOzpzI1eypKKX747g95Ze8rALgMF7lJuSQ4EyhrLkMDKjSUUHsRCRkb0ZgMUdczb3QuS0v/h9tzLuabre2w82XgqO3Z4bYnbMkcaQ9f9aTAmAUw5LxTG6YqhPintrumnUW/fZ/x+Sn85Wvn4XZ2OVikNWz6P1h2Byx8EKZ9if/d/L88suURmfRECCFOgyRz4ow62NLJWztr6QybtHRG2FbZyq6adrJCFXyZl/isYxXNKo2oM4lUs4nGSV8j79qfHZFMRMwIxY3FbKjZwGNbHyMtIQ3TMnE73Dxz1TOkJaSxuW4zX3rtS4xKG0VpSynZRgJXGqnMDEWZFHHiaj0IgSp+P+zTGEXfIispk7meXWQ+/xnIHA3JeTD5czDlcwBsqNnAd1d9l6AZ5AczfsB1o67DUAatoVY+rP2Q2YWzcRqfHIncGe3k99t+T9gKMyR5CJcOuZSMhAz+VvI3frbmZzx2xWOcn38+HZEOntr5FK+Xv05ZSxmWtvjiuC9y57Q7cRlHHp32h/08tOkhxmaM5bKiy0hxpwBQ5a/ipbKXeLviHXY17ySBHCY672TzXhdNHWGyRjxDyLWTqeqXXJJmMkPtJC8rk0EpSSh/nT2JSn0JNJbZ19wFW8AM05g7nowrf40qkp0rIcTxaa1Ztbuef39pO6GoxfKvTSQrxQsJKRDyw7a/wYbH7Vl+86fCrSsoa93HDa/cwBVFV3Dv7Hv7+iMIIUS/JcmcOCMipsUz6ytY/uoyJpk7SFYBklWQAm+UEc56hgW2YioHzRO+SubVPwFPsn3k9qgzQlX+Km578zbK28oBmJE7g3tn30u1v5ovv/ZlRqSN4KrhV/HMrmfQaJ5b+BxlLWU8uOlBNtVtImpFSfWkckHuLNbuX0EzJjMdqSz99CsYj18GVhS+uRZcH1/TUd5azuJ/LCYzMZP7597P8NThp90fYTPM/Ofn0xZuY1TaKCr9lYfP8E3LmcZ5eecxPbfb7fCEtIfb8Tq9OA0nHaEof1qzn3fLt7ONfycxOIeGivmYlr09ZyS5+eyMwdx8fhFpSXDQf5DcpFxUOMBDK7/LU42buLWtgyXzHoaxC077swshBq4Pyhq4743dfFTRwuAML09e3M7IFV+3Z/bNmxw7WNRm3zNz5q0w8QZMZwI3v3YzFW0VvLToJTISMvr6YwghRL8lyZzoFQ3+ECt21FDy4Uoy6z4gK1rDdLWboYZ9TZpWDvD4UJ4Ue1bKcdfa13Ald3/Be2e0kx2NO/jeO98jaAb58awfMytvFpnezMNl3ih/g19/+Guq/FUYyuCJTz3BtJxph18PRAJsqNnAP/b9g/eq3mNa9rkMa63jyfad/HtbmBsba+Dzz8Ooyw+v4w/7Wbx8MS3BFp6++mkKfAW91ke7m3azbM8ydjXtwufycevEW5mYNbHX6u/O3R/czfOlz3P18GuYn/dVPjpYwTvlm9jVsgVHQgWGuxGUvZ17nV6C0SBFvkIq2w/w/MEaho+5FgbPsm+WnpJ3RtsqhOgftNas2dPIw2+X8cGeRvJSE7jj0lHcmLIN53NfhswxMPpTULEGUgpgxq0weCYfHFzDygMr2d+2n7XVa/mvi/6LhSMW9vXHEUKIfk2Sud7W0QBJmccv159pDdEQe6ob+cfmcvaVFONrLuZ6x3tMNcoAaHdnE8wYQ+asm1BjFtjXZHU567atfhsPb36Ym8fdzIUFFx5evqV+Cz9d81NKm+1JPHISc3j08kcZmT6yx+Y0dDbQFm47oTNoWmu+9sIitrWW8WLSFPJufOqINv187c8paS5h6bylzMidcdJdE2/CZphHtzzKE9ufwOxyG4cUdxppahSNTZk0tKTg9bYxuiDKdaOu4aKic1j82iLGaSdLq2tR/lpwJcHsu+D8b8nMmEL8kzItzWvba/jd6j1srWwlM8nNT6e28ynrXZz7VkJzOeRNgS++YB+06+KF0he4e83dJDoTyUrM4sL8C/n+jO93O6OvEEKIEyfJXC8yS1ein1mMceMfMcZ8qq+b07vaawmsWYr14R/xhbq/ZUAoZSjuC7+FmvI5e9hkN7TWvLL3Fe7+4G6iOorWmtsn387I9JF8WPshT+96mtzEXK4fdT2FyYVckH8B6Qnp3dZ1qqr8VVz34nXMypvJQ5c9DMCDHz3I0m1LyfJm8eNZP+ayost69T372o7GHbxb+S5FqUWMSR/D0JShKKXQWrOlspVHV+3h9R01HNrkR4zYTJ37GT41+Fquz53MqC1/I7nkDTzpQ1Hzf2kfde9sgc5mMByxCVS6j7kQoh/RmmCgjcbGRhr8YaqiKVS1BNnb4Gd7WTlFLeu5LLGMWent5IXKUW2V4EqEYZfAiLn2tccJKbSGWnlr/1tU+iupC9SxbM8yLsy/kN/M/Q1ep/f47RBCCHFCJJnrRSs2l+J66dNcoGpwfulFKLqgr5t0WqKN5VSueJTEilVk+ndhoHnbnEy5ZyzJviTyM1PpzApRlDWKkcOvsG9efdRR1s11m1lRsQJ/xE9DZwNb67fSFGxiZu5M/vPC/+SBTQ/wj73/OFz+upHX8f0Z38fn9p3Rz/b7bb/n/o/u53eX/w4Li9vfup1rRlzDj2b9iCTX8e9PNxDVtQUprm5je2Ury7ZWcsDxBM7kbSjj4zN6+ZZibnsbi0KasR0tH6/scNszYQ6/BBpKoaXCHkKbWgipg2OPQnuZ4Tj7H04IcQStNS0H92Ctugdn7VZUqB1HpB2P1YET63C5Du2hQaeSagRIoQOFJuJJwZ0xDNKGwJir4JyF4PERNsOsrlzNy3teZnXVaqJWFIdykOhKZO7gufzk/J/gdrj78FMLIcTAI8lcL1pduZpvr1jCL6pCXKnbcF7wbRh7FeROPCtTvVc0Bth+sJWymhZK6/yU1neS6fNw9aQ8LhiRSXaKhwTXUTvSWmMd3EJn+QYSsodj+LJo2bsB//bXya9+E63hIz2KLc7JdIy+jqsvvZgRWT6eK32OP2z/AxXtFSS7knli/hOMzRh7uNrS5lLu/+h+Vleuxm24SfGkkOJOYULmBKblTGPhiIW4DJd9Zqh+C26Hm6EpQ0l0JZ7xfgJ7+OGilxbhUA4C0QDJrmSeXfgsHocMIQR7R293bTsb99fy7oG1rK/cS0eknQTffhzeEjSaG/UURkTHsS9Yj5+dKFWGR4f5l7YgvtQhqI46+8xdVw43TLwRZn/XTvA6Gux73sn97oTodQeaAmzcVkxk3/skN2zBbXXiUJpQJIoZCnAZG9DAe9YEWkki4vaxJauT5gSLEQl5jPMMYky0HTPaxAtGG6uiTdRbQUytWTBsAbdMvIUhKUMIRAL8Zddf+MvOv9ASamFQwiAWDF/AwuELGZsxVoZSCiHEGSTJXC8KRAIsfPEa2tsMHjzQzix2otDoc65BLXzgE9cQnDbLojOqeWlzFX/deIDNFU0sdqzgO86/4VNB6lyF7LHy2BrKQQPDVTXZDj9OpxPDcGApB75oDXlWJW40ni7hbtI+VibMY9CldzB98kSSE+zp8ltDrfzb+//GqgOrmJQ1ietHXs+jWx8lbIa575L78Dq9vLL3FZ7Z9QyJrkS+OuGrLB67+KwlaSfj7Yq3WfL2EhzKwVNXPcX4QeP7uklxK2parNpdz6vba1hRso9Q+p9w+kpR0Qy0s8kuZHrBCGIGhuJs+DqTh3fiSl6Hy1FPZ7iZNAyywyGS63eTFI0wLRhiSiiEKpwBN/wRUntvshkh/pmEoxZbKlvYvXc//gNbUW0HSWgrZ1poLROMcgCCeAgYSURROJSBw2FQN2gWddPvIqdwOLva3+PBzb+mpqOGZFcy7ZH2I97DaTiZXTCbotQiApEAL5W9RNAMHlFmTuEcbhp7E7PyZnV76xYhhBC9T5K5Xvbavtf43urvkRZYjL9ekZ79Erf5D3BlJJH2879P1qwbcXlTjl2JGQV/jX1/nsQM8GaAw2lPPFK7HcreIrjzdVwH19Okk9lr5eJzQZGzCV+oDnPIhTgKp0FjGbqhBJr2obWmLSGfZkc6bZbJVmeYZckRdsUyOCcu5rvmMS2cg7tgEoWjpzB1SAaWtlhXvY7l+5ZT2lJKeWs5YSvMXdPvYvHYxSil2Ne6jy+9+iWaQ/ZZGIXihtE3cMfUO0hLSDvDPX7qtNbct/E+ilKKuHHMjX3dnH7DtDSdkTBPFP+O4sZiLim8hDmD55CVkMMftrzIQ9t/hlulENItaNONFcnA60jGmxAkoloImR2Y2h7GVeD0UehvRhsGl479LIsv+g85ii/ih2XZU+unDf749iVa2xN9HNwEHfUQDUI0ZD9S8mDCp+1rSM+wQDjKe8X72b9xOYOqVjBTb6NQNXzcdBT1qZNwjltIxsTLiWaN5W9lL/Dolkdpj7ST6k5lctZkFo1cxJv73+TlvS9zTsY53DX9LmbkzqDKX0VpcynVHdVY2mL+sPlHzCbc2NnIa+Wv0RHpwNIWlw65lNHpo8/45xZCCHEkSeZ6mdaar7z+FXY07qAz2onL8BCxQlzdovmqv4Y6w0MnY7BSJ5GhWxnauh6v2U6bOxttuEiJ1JMYbkRhUe5ysiEhgWbD4LoO8JiQqtsA2GEVscYaR1GaSU1KFW0eBxFnAlOHXcFF530Xw3DgD/t5p/IdXtv3KqUtZbSF2/CH/WjsuBb4CrhmxDUkuZJYXbma9TXrWTh8IeMzxxO1ohQ3FLOxdiP1nfWkuFOYmDmRwcmDWTRq0SfOYtV01LCtYRsuw0VRShHDUoed9b4X8eHlPS/z2NbHWDRyEVPTFrBuT4DVJfV8WNFMOGqR7HFw6fhU0jJLqAiuIRKpJ9BYSqlDc13aeP796v/D5XAd/42EOFPqdsJ7v4GytyDQaM/mOvIyCHdgHdyE0dl0RHEL+MDrxUIzq9OkOHEmzemTURlFeELNJIUbSLOaSVRhnMMuJGX8PBxuD9o0MdKHHDkM34xCXTEcWE+kfA3aX48DEzMaIRQO0x4x2B9JJeRv4Xy1HY+K0Gn4aM2/CN+wmfiKJrODKK81bmZfRxVV/iqiVpT2cDsNnQ3MzJ3JxMyJNAYbWV25mqZgE4YyuG3SbXxt0tfkjJoQQvQzksydAbubdnPLG7ewYNgClkxdwsObH+apnR9Pge/QMDsQINWETZ4UEswEFrY4yA9q3kn0sD0pSpU3QNAZOrxOWsTFrW35BNR0NjrPZeToLNzpm3lp79OHz4gZysDSFkOSh+B1eiltKcXSFrlJuZybfS6pnlRS3Pa1a0NShnBxwcU4YpNRRK0oD216iCe3P3k42ctOzGZq9lSuKLqCuYPnyoXr4rQEIybr9jXx8paDvL69hvZQFIBpRencc9UQXl/1eX6nm5jlyuCBhc+QlCz3tRO9r749xPaqVurbQxSkuhgcrcCjgxD201J7AHVgLSOrXiSoElhtzGRlaBiDE8oocu/GNBOoDQ3hI2c2OzwGbQ5wuZxYSWVEHfYsv0PCiVzlb6PKFaTF4eCCzk7GBaNsdyVT6XIwSAdIsywW+DvwaU0lmfw1eQIj8TDBqiU/sJsE3UmTYbDcO4gSRzKdhiIjYjCtPYFUIuQ4W6j1ujiQPwnnsMkMHX4ZXncy7x98nzfK36C4sfjwgbXC5EI8Dg+GMvjU0E9x6eBLD5/9jpgR1lSvITsx+4hrnoUQQvQfksydIVrrI4aLra1eS2uolSRXEuuq1/HynmVErChjMsZQ2lxKS6gFl+EiYkXI9GYyI3cGM3JmMNQ3kT2NtTy++z+pDdSQ5c0iLSHt8H3YLiy4kNsm3cbEzIlY2uLN/W/yfOnzOJSDKdlTOC/vPKZkT8FQJzbBRCASIGSGMJRBqif1jPSNEFHToqzez5o9jTywopSOUJSrJ2QxOvQrfscOxkfhkfHfIHXw+ZB9Drj/OWcYFUfRGswIRDshErSHOCZlgbvLNbmWBZXr7fsh5k6mJRilpNbPe2UNbNu8geTmHUQxGKkO8jnnSvKUfZbNAva7nOxzuNkbuoCVaV+mc9B29pnPYRLutjmJziSUghGpI1h8zmLCZpiHNj1EfWc9GZ50kgw3Bzpru103BS9zGcOWaDHlzgiJlmZ+q4tmI4Nin0mdowliB9YMnFhE8TqSKEoZyp7WEiJWpNt6x2aMZdHIRSwcsZAU93GG9AshhOj3JJnrI4f6VilFR6SDv+7+Kw2dDVxRdAWTsiZ9IvlqDbXy99K/U9ZSRn2gnum505lXNI+hqUP7oPVC9J4Gf4j7Xt/Nil111LeHGJm8gsaCN/FoiynBEFODIcapNMb6hpKakIQrMRmVPgx82fYtENprIK0IssdC1jkwaCQ45Sxyf6S1pqYtyK7qdnZUt9HQ1MSU4HpGt68ls3036YF9OLWdxFhAi2HgQBNVadS4cqh2pjEosgenbsWjNQ7Ty97IcCp1DqOMSi4yig+/VwTw51/M+1kX8lp4NxtCOwjoTgAcykFuUi5V/irmFM7hquFXkefLwx/2U+WvOjxqobsDXsFokKZgE3lJeSilKG8tp7SllBGpIyhKKcLSFsWNxfz3+v9mR+MOcpNy+fqEW3m/eg0rKlagUEzMmsjFBRczu3A2o9JH4VROttRv4eldT1MbqGVS1iTGDRrH4OTBJDmTqGivoDXUyozcGeQm5Z6NUAkhhIgTkswJIeKC1prK5k5e3V7NM5vfo12/ieHdR8BjXyfq0FAUgnzTpM5pUuN0kGpp0i2DrGiQTNNkkGkyyIJMXz5ZGaMZUTCLxILpkDnanpRCJlc5o7TWNHaECUZMIqam0R+iti1EbVuQluZ6XA078bWWkK78ZHkhMdxEgv8AVjRMtcogFI0w1txPnmoihAuvCpFAhEbt42VXESuTPNR5IrS4gwScYbQ6/m+UoSHdshikFZnJBZjeDEr9FTSF2w6XcRpO5hXNY1beLAp8BaytXsuW+i1cN/I6rh5+9RmZlMe0TIobixmVPurwTbTLW8tJ8aSQkdDLMx8LIYQYsCSZE0LEtaq2Rt4uX8+G6o8oaSmmOVwPoUFYAQ8dhok22jGc7TicbViO0BHrOrVmXCjMtGCI6aaDUZ4MMhMycKUVQf4UKJwJ+VPt2WLFSdFas6WylbV7G6lvbqO14SDRg9vICZXjIYJLRcmklTzVxCijkgLVSARYneil2OOmwunCr1w4dAKtTkWJO0JIQZHlYZArmQPaT6MOU+DNQrkSKW8rx224GZE2gmGpw8j35ZPpzcTSFp3RTtyGm0RXIj6XjyRXEkEzSENnA42djTR1NtIYbKIx2AjAyLSR5PvysbRFojORq0dcfcRMjUIIIUR/EVfJnFJqPvAA4AAe11rf01NZSeaEEGBP0b5ubxPvlNTzTkk15S11KGc7mamdZKfsJezYSR21mLGzOEpDgtYoNINMkxkRzYzkYcwcNJ7sjNGgDPvhTYPETEgbAqmFYJlgRcDtO7tn+KIhojgIRDXa1LgC1TiCzTgxMTobUS37IdSG6UokmpCGJ3O0PUW+GQFtYjkS6LQcBAPthAJ+OhzJBBxpZKUmkpOSgMNQEOm0H1oDGrQFVpRQKIg/0ElHoJNAwE+oo5X2hioCB3eimnaTblWR5mjE7zSpcTopc7mocDkZZJrkRS2czkSUJ5VWXwY13iRWdlbRHO3AoRzk+/JJcCTgj/hJdiczNXsqKe4UdjTuoDHYyIi0EWR7s6nyV9EebufyostZMGwBPrfv7PW9EEIIEefiJplTSjmAEuAKoBLYAHxOa72ju/KSzAkhunOgKcDq0nreL2ugqrmTBn+Yer8f012O4W5AOdtQRggvIdI8B+jw1hF02Pe9y41GyTRNUkz7b0uBRmGgyYma5EejJGoDp9OH05OK05OO4c4A9yBQHrRloXERMRIh4sfZcQDD8mN4vSQlpVI0aCRFORPwZIwEXzZR06K6qZXagxXUHSwhVFuMs20PbbqDJkcQt2rCqfxUOp3sdXlBmSRqk6BSNDgchAyFS2uCStHocGAqRYppkhV7pJoWHYZBwLCTT4cGAzC0xsKJpZ3km2FGRQIYgN9QWNh1hpSi1WEQiiWufsOg0umk3uGgw1AEjU9OqmSgyE3MoTncSme084jXUtwpzMydyadHf5pZebNwGXL7CSGEEOJ0xVMydz5wt9b6U7G/fwigtf7v7spLMieEOFFaa9qCURr8IRraQzT4w/Zzf4j69k72+8uoDm4lzF4sI4ClOlGWiaGjuHQEBxE6XGE6nd3PIHiysqNRskwTC0WnUtQ5HQS6SY4O8Won+ZYTl3IRcLgwlAcfPiwSaDadRHUC2Z5U0gxNNHKQDrOZVhWkkzBenHiVE5SBVgqIghXBsiJErQj1hklAmZ94T4UiETcu5cRQBgmGm1xPFjm+XLIzBuPzpBwe0pjpzSQ7MZuilCISnAlorWkNtRK2wljaItWTevi6MCGEEEL0nmMlc2f7IpIC4ECXvyuBWV0LKKW+DnwdYMiQIWevZUKIfk0pRarXRarXxYis7obpTQE+0+26WmtCUQulIByNUNXWSlVrG/5QgEA0hGmFMKItGCqMMhQOHcZhBnC4vSSmFhIxHdS1WVS3NNPUupu2wF7azYMEHG0kOBxkOT2MT8ykIG0wqRmFOD3J5CTmUJBcQJonjWR3MonOxDMyCcchraFWAHwuH4YyiFpRHIbjhG9pcjSlFGkJab3YQiGEEEKcrLibEUBr/RjwGNhn5vq4OUKIfwJKKRJcDgA8TgdjExIYm51zirUt7L2G9aKjp9h3OWQIpBBCCNHfndoh2VNXBQzu8ndhbJkQQgghhBBCiJNwtpO5DcAopdQwpZQbuAlYdpbbIIQQQgghhBD93lkdZqm1jiqlvg28jn1rgie01sVnsw1CCCGEEEIIMRCc9WvmtNbLgeVn+32FEEIIIYQQYiA528MshRBCCCGEEEL0AknmhBBCCCGEEKIfkmROCCGEEEIIIfohSeaEEEIIIYQQoh+SZE4IIYQQQggh+iFJ5oQQQgghhBCiH5JkTgghhBBCCCH6IUnmhBBCCCGEEKIfkmROCCGEEEIIIfohpbXu6zb0SClVD+zv63Z0IxNo6OtGiGOSGMU3iU98k/jEN4lP/JMYxTeJT3yT+HxSkdY6q7sX4jqZi1dKqY1a6+l93Q7RM4lRfJP4xDeJT3yT+MQ/iVF8k/jEN4nPyZFhlkIIIYQQQgjRD0kyJ4QQQgghhBD9kCRzp+axvm6AOC6JUXyT+MQ3iU98k/jEP4lRfJP4xDeJz0mQa+aEEEIIIYQQoh+SM3NCCCGEEEII0Q8NiGROKTVYKfW2UmqHUqpYKfUvseUZSqk3lVKlsX/TY8s/r5TaqpTappT6QCk1uUtdTyil6pRS24/znvOVUruVUmVKqX/tsvyp2PLtsbpcPaw/TCm1Lrb+s0opd2z5d2KfY6tSaoVSqqg3+qivxVOMurz+oFLKf4z1p8XevyxWVsWW362UqlJKbY49Fpxqv8SLeIqPUuoPSql9Xfp3Sg/rd7utKaXmKKVau6z/H73QRX0qzuJzmVLqo1jfvqeUGtnD+r9QSh04ehtTSnli33llse/AoafRNXEhzuJzaSw+25VSf1RKOXtYv6ftJ10p9UKsfeuVUhN6o4/6Uh/Fp9tySqkbYm2wlFI9ztbXUzmllCsW121KqZ1KqR+ear/Ek96KUU/19PCePW1D344t00qpzGOsP0x1vx/3G/Xx70+JUqqll7qpz8RZfE50P7vHcsreT9gca8M7vdVPfUZr3e8fQB5wbux5MlACjAPuBf41tvxfgV/Gnl8ApMeeXwms61LXbOBcYPsx3s8B7AGGA25gCzAu9toCQMUeTwO391DHX4GbYs8fPVQOmAskxp7fDjzb1/070GIUe3068H+A/xh1rAfOi8XyVeDK2PK7gbv6uk8HanyAPwCfOYE2d7utAXOAV/q6TwdwfEqAc2LPvwn8oYc6zou123/U8m8Cj8ae38QA+I6Ll/hgH6A9AIyOlfsZcEsPdfS0/fwK+Ens+VhgRV/3b3+Lz7HKAecAY4BVwPRjrN9tOWAx8EzseSJQDgzt6z6Olxj1VE8373es77ipwNBY32Yeo83d7scdVeYO4Im+7t8BFp8T3c/u6TsuDdgBDIn9nd3X/Xu6jwFxZk5rXa21/ij2vB3YCRQA1wJ/jBX7I7AoVuYDrXVzbPlaoLBLXauBpuO85UygTGu9V2sdBp6JvRda6+U6BjsZKDx6ZaWUAi4FnuumbW9rrQPdta0/i6cYKaUc2Dss3+9pZaVUHpCitV4bi+WfDrVtIIqn+JxEm4+7rQ0UcRYfDaTEnqcCB3to81qtdXU3L3Vt83PAZbHvxH4rjuIzCAhrrUti5d4EPt1Dm3vafsYBK2NldgFDlVI5x+2EONYH8emxnNZ6p9Z69wms31M5DSQp+4yrFwgDbcerL971VoyOUc/RjrUft0lrXX6s9h5rP+4on8NOJPq1OIvPCf32H6PcYuDvWuuKWLm6U+iSuDIgkrmulD1kZyqwDsjpsjNRA3T3g3QL9lmXk1GAffTzkEqO+s8YO537ReC1btYfBLRoraM9rX8abYt7cRCjbwPLetjR7Lp+ZQ/rA3w7NoTgiUPDCgaKOIgPwC9i/fsbpZTnOO3tbls7Xym1RSn1qlJq/Em2La7FQXxuBZYrpSqx+/2eU6079h3Yiv2dOCD0cXwaAGeXYXmfAQYfp71Hbz9bgOtjr80EihhAB0rOUnzOpOeADqAaqADu01ofN7nsT3orRkfVc7Tj7scdx3H345R9mcwwYgdHBop4ic9x9rOPVW40kK6UWqWU+lApdfOx1u8Puh1L318ppXzA88D/01q3dT3Yq7XWSil9VPm52P/JLjoDzXkEWK21fvdUVlZKfQF7KOAlvdqqPtbXMVJK5QM3YA/FO1X/C/wc+wjpz4H/Ab562o2LA30dn5gfYv8ouLGnJ/4B9nCxnhy9rX0EFGmt/cq+nvFFYFQvtq/PxEl87gQWaK3XKaW+B/waO8H7p9fX8Ym9x03AoYMgbwDmcVY7evu5B3hAKbUZ2AZsOoE6+oW+jk8vmYkdj3wgHXhXKfWW1npv3zard/RWjI6u54w3vHs3Ac9prQfE9gNxF58T3c8+upwTmAZchn12e41Sam2XEQ39zoA5MxfLvJ8HntJa/z22uDY2XO7QsLm6LuUnAY8D12qtG49T92D18cWstwFVHHm0szC27FD5nwBZwHe6LHs9tv7jQCOQpj6+MP3o9S8Hfgxco7UOnUw/xLM4idFUYCRQppQqBxJjF9c6uqz/s1jZwm7WR2tdq7U2tdYWsBT7x7Xfi5P4HBqGoWP/958k1r9HbUOH6v3Etqa1btNa+2PPlwMudYyL2PuLeIiPUioLmKy1PnQk9Vnggm62n2M5XHfsOzAV+zuxX4uH+ABorddorS/WWs8EVmNfk3Ky289XtNZTgJtjr/f7ROEsx+dU2vdkbP3lxym6GHhNax2JDQ97H/vAb7/XWzHqrp6T3Y/roX0nvB8XcxMDYIjlIfEUnxPYz+6xHPZZvte11h1a6wbs78nJp9ovcUHHwYV7p/vAvrjxT8D9Ry3/FUdemHlv7PkQoAy4oIf6hnLsi8+d2D9uw/j4wszxsdduBT4AvMdp89848sLZb8aeT8W+6HNUX/frQI3RUeVOZgKUBbHleV3K3EnsYvT+/Iin+Bzq31ib7gfu6aGObrc1IBcO30NzJvZQJNXXfTwQ4hNb3sDHE2zcAjx/nLYfPQHKtzhyApS/9nX/DpT4xF7Ljv3rAVYAl/ZQR0/bTxrgjj3/GvCnvu7f/hafEynHcSZA6akc9kiFJ2PPk7AncpjU130cLzHqqZ5u3u+4+wgcfwKUbvfjYn+Pja3fr3974jE+PX13dVNHT99x58S+G53YkwhtByb0dR+fVnz6ugG99J/sIuwhb1uBzbHHAuwxzSuAUuAtICNW/nGguUvZjV3qehp7LHoEO3s/1kxgJdiJ14+7LI/Glh2q+z96WH84drJQFvtC8MSWvwXUdll/WV/370CL0VFljpXMTY9t5HuAh/k4Qfg/7OFHW4FldEnu+usjnuKDfX3Btljf/xnw9bB+t9sa9jWRxdhf/mvpYYesPz3iLD7XxeKzBXtHc3gP698bq9+K/Xt3bHkC9ndeGfZ3YLfr96dHnMXnV9iTCuzGHsLUU5t72n7Oj9W7G/g7sRnp+vOjj+LTbbnY9lMJhLB/61/vYf1uywG+2PZTjJ3Ifa+v+zeeYtRTPSe5DS2J9X0Ue4Knx3tYv9v9uNhrd9PDgcj++Iiz+JzofnaP5YDvxbaf7Rzje7K/PA7tnAohhBBCCCGE6EcGzDVzQgghhBBCCPHPRJI5IYQQQgghhOiHJJkTQgghhBBCiH5IkjkhhBBCCCGE6IckmRNCCCGEEEKIfkiSOSGEEP2eUsqM3TB2u1LqZaVU2nHKZyml1imlNimlLj7qtS8rpR4+zvpzlFIX9ELThRBCiFMmyZwQQoiBoFNrPUVrPQFowr45+bFcBmzTWk/VWr97Cu83B5BkTgghRJ+SZE4IIcRAswYoAFBKjVBKvaaU+lAp9a5SaqxSagr2Tc2vjZ3N8yqlvqKUKlFKrQcuPFSRUmphlzN4bymlcpRSQ4HbgDtj61+slPqDUuozXdbzx/6do5R6Ryn1klJqr1LqHqXU55VS65VS25RSI85etwghhBhoJJkTQggxYCilHNhn3ZbFFj0G3KG1ngbcBTyitd4M/AfwrNZ6CpAG/BQ7ibsIGNelyveA87TWU4FngO9rrcuBR4HfxM4GHu/M3mTs5O8c4IvAaK31TOBx4I7T+bxCCCH+uTn7ugFCCCFEL/AqpTZjn5HbCbyplPJhD4X8m1LqUDlPN+vOAlZpresBlFLPAqNjrxUCzyql8gA3sO8U2rZBa10dq3sP8EZs+TZg7inUJ4QQQgByZk4IIcTA0Bk7y1YEKOxr5gygJXb27NDjnJOs9yHgYa31ROAbQEIP5aKx90MpZWAnfoeEujy3uvxtIQdVhRBCnAZJ5oQQQgwYWusAsAT4LhAA9imlbgBQtsndrLYOuEQpNUgp5QJu6PJaKlAVe/6lLsvbgeQuf5cD02LPrwFcp/lRhBBCiOOSZE4IIcSAorXeBGwFPgd8HrhFKbUFKAau7aZ8NXA39sQp72MP0zzkbuxhmh8CDV2Wvwxcd2gCFGApdkK4BTgf6OjljyWEEEJ8gtJa93UbhBBCCCGEEEKcJDkzJ4QQQgghhBD9kCRzQgghhBBCCNEPSTInhBBCCCGEEP2QJHNCCCGEEEII0Q9JMieEEEIIIYQQ/ZAkc0IIIYQQQgjRD0kyJ4QQQgghhBD9kCRzQgghhBBCCNEP/X/s+gXczghl5gAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1080x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# compare\n",
    "df_cmp = (\n",
    "    pd.read_csv(\n",
    "        \"~/user/Downloads/sqllab_query_dispense_luaabwasser_lua_20220317T205021.csv\"\n",
    "    )\n",
    "    .set_index(\"meldedatum\")\n",
    "    .rename(\n",
    "        columns={\"sieben_tage_inz_100k\": \"lua_7tage\", \"rki_7tage_inz\": \"rki_7tage_bisher\"}\n",
    "    )\n",
    ")\n",
    "df.groupby(\"Refdatum\").sum().filter((\"AnzahlFall\",)).rolling(\n",
    "    7, min_periods=1\n",
    ").sum().rename(columns={\"AnzahlFall\": \"rki_7tage_github\"}).apply(lambda x: x / 5.61).join(\n",
    "    df_cmp, rsuffix=\"2\"\n",
    ").filter(\n",
    "    (\"rki_7tage_github\", \"lua_7tage\", \"rki_7tage_bisher\")\n",
    ").dropna().plot(\n",
    "    figsize=(15, 6)\n",
    ")\n"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "86285444acb2e6f3a3facc8fa05acc57a59797181b819dfcb7bebb9d53ba8e7d"
  },
  "kernelspec": {
   "display_name": "Python 3.8.10 ('venv': venv)",
   "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": "3.8.10"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}