{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# END-TO-END IMPACT CALCULATION"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Goal of this tutorial"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T07:58:34.931387Z",
     "start_time": "2020-10-20T07:58:34.855569Z"
    }
   },
   "source": [
    "The goal of this tutorial is to show a full end-to-end impact computation. Note that this tutorial exemplifies the work flow, but does not explore all possible features."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## What is an Impact?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The impact is the combined effect of hazard events on a set of exposures mediated by a set of impact functions. By computing the impact for each event (historical and synthetic) and for each exposure value at each geographical location, the Impact class provides different risk measures, such as the expected annual impact per exposure, the probable maximum impact for different return periods, and the total average annual impact."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Impact class data structure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The impact class does not require any attributes to be defined by the user. All attributes are set by the method `ImpactCalc.impact()`. This method requires three attributes: an `Exposure`, a `Hazard`, and an `ImpactFuncSet`. After calling `ImpactCalc(Exposure, ImpactFuncSet, Hazard).impact(save_mat=False)`, the Impact object has the following attributes:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T09:19:16.170229Z",
     "start_time": "2020-10-20T09:19:16.143316Z"
    }
   },
   "source": [
    "| Attributes from input | Data Type | Description|\n",
    "| :- | :- | :- |\n",
    "| event_id |list(int)| id (>0) of each hazard event (Hazard.event_id)|\n",
    "| event_name |(list(str))| name of each event (Hazard.event_name)|\n",
    "| date |np.array| date of events (Hazard.date)|\n",
    "| coord_exp |np.array| exposures coordinates [lat, lon] (in degrees) (Exposure.latidue, Exposure.longitude)|\n",
    "| frequency |np.array| frequency of events (Hazard.frequency)|\n",
    "| frequency_unit |str| unit of event frequency, by default '1/year', i.e., annual (Hazard.frequency_unit)|\n",
    "| unit |str| value unit used (Exposure.value_unit)|\n",
    "| csr |str| unit system for Exposure and Hazard geographical data (Exposure.csr)|\n",
    "\n",
    "<br>\n",
    "<br>\n",
    "\n",
    "| Computed attributes | Data Type | Description|\n",
    "| :- | :- | :- |\n",
    "| at_event |np.array| impact for each hazard event summed over all locations |\n",
    "| eai_exp |np.array| expected annual impact for each locations, summed over all events weigthed by frequency |\n",
    "| aai_agg |float| total annual average aggregated impact value (summed over events and locations) |\n",
    "| impt_mat |sparse.csr_matrix| This is the impact matrix. This matrix has the events as rows and the exposure points as columns (num_events X num_exp). It will only be filled with impact values if save_mat is True. |\n",
    "| tot_value |float| total exposure value affected (sum of value all exposures locations affected by at least one hazard event) |"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All other methods compute values from the attributes set by `ImpactCalc.impact()`. For example, one can compute the frequency exceedance curve, plot impact data, or compute traditional risk transfer over impact."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### How do I compute an impact in CLIMADA?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In CLIMADA, impacts are computed using the `Impact` class. The computation of the impact requires an `Exposure` , an `ImpactFuncSet`, and a `Hazard` object. For details about how to define __[Exposures](climada_entity_Exposures.ipynb)__ , __[Hazard](climada_hazard_Hazard.ipynb)__, __[Impact Functions](climada_entity_ImpactFuncSet.ipynb)__ see the respective tutorials."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The steps of an impact caculations are typically:\n",
    "\n",
    "- Set exposure\n",
    "- Set hazard and hazard centroids\n",
    "- Set impact functions in impact function set\n",
    "- Compute impact\n",
    "- Visualize, save, use impact output\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-16T09:24:52.144838Z",
     "start_time": "2020-10-16T09:24:52.140843Z"
    }
   },
   "source": [
    "Hints:\n",
    "Before computing the impact of a given `Exposure` and `Hazard`, it is important to correctly match the `Exposures` coordinates with the `Hazard` `Centroids`. Try to have similar resolutions in `Exposures` and `Hazard`. By the impact calculation the nearest neighbor for each `Exposure` to the `Hazard's` `Centroids` is searched. \n",
    "\n",
    "Hint: \n",
    "Set first the `Exposures` and use its coordinates information to set a matching `Hazard`.\n",
    "\n",
    "Hint:\n",
    "The configuration value `max_matrix_size` controls the maximum matrix size contained in a chunk.\n",
    "By default it is set to 1e9 in the [default config file](https://github.com/CLIMADA-project/climada_python/blob/main/climada/conf/climada.conf).\n",
    "A high value makes the computation fast at the cost of increased memory consumption.\n",
    "You can decrease its value if you are having memory issues with the `ImpactCalc.impact()` method.\n",
    "(See the [config guide](../development/Guide_Configuration.ipynb) on how to set configuration values)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Detailed Impact calculation - LitPop + TropCyclone\n",
    "<a id='part1'></a> "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We present a detailed example for the hazard __[Tropical Cyclones](climada_hazard_TropCyclone.ipynb)__ and the exposures from __[LitPop](climada_entity_LitPop.ipynb)__ ."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define the exposure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Reminder: The exposures must be defined according to your problem either using CLIMADA exposures such as __[BlackMarble](https://climada-petals.readthedocs.io/en/stable/tutorial/climada_entity_BlackMarble.html)__, __[LitPop](climada_entity_LitPop.ipynb), [OSM](https://climada-petals.readthedocs.io/en/stable/tutorial/climada_exposures_openstreetmap.html)__, extracted from external sources (imported via csv, excel, api, ...) or directly user defined.\n",
    "\n",
    "As a reminder, exposures  are geopandas dataframes with at least columns 'latitude', 'longitude' and 'value' of exposures.\n",
    "\n",
    "For impact calculations, for each exposure values of the corresponding impact function to use (defined by the column `impf_`) and the associated hazard centroids must be defined. This is done after defining the impact function(s) and the hazard(s).\n",
    "\n",
    "See tutorials on __[Exposures](climada_entity_Exposures.ipynb)__ , __[Hazard](climada_hazard_Hazard.ipynb)__, __[ImpactFuncSet](climada_entity_ImpactFuncSet.ipynb)__ for more details."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Exposures are either defined as a series of (latitude/longitude) points or as a raster of (latitude/longitude) points. Fundamentally, this changes nothing for the impact computations. Note that for larger number of points, consider using a raster which might be more efficient (computationally). For a low number of points, avoid using a raster if this adds a lot of exposures values equal to 0. \n",
    "\n",
    "We shall here use a raster example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:05.597611Z",
     "start_time": "2020-10-20T15:08:37.993402Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:57:14,980 - climada.entity.exposures.litpop.litpop - INFO - \n",
      " LitPop: Init Exposure for country: CUB (192)...\n",
      "\n",
      "2023-01-26 11:57:15,071 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:15,073 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:15,130 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
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      "2023-01-26 11:57:15,371 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
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      "2023-01-26 11:57:15,410 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:15,412 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
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      "2023-01-26 11:57:15,444 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:15,445 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:15,448 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:15,488 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:15,488 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:15,491 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:15,521 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
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      "2023-01-26 11:57:15,725 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:15,791 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:15,792 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:15,826 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:15,828 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
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      "2023-01-26 11:57:16,831 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:16,833 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:16,866 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:16,868 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
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      "2023-01-26 11:57:17,163 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:17,166 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,169 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,197 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:17,199 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,202 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,269 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:57:17,411 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,413 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,445 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:17,448 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,451 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,476 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:17,477 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,479 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,546 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,550 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,582 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:17,584 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,585 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,645 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,646 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,702 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,704 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,769 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,771 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,837 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,840 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,924 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:17,925 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:17,998 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:18,000 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:18,066 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:57:18,068 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:57:18,100 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:57:18,576 - climada.util.finance - INFO - GDP CUB 2018: 1.000e+11.\n",
      "2023-01-26 11:57:18,671 - climada.util.finance - INFO - Income group CUB 2018: 3.\n",
      "2023-01-26 11:57:18,692 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
      "2023-01-26 11:57:18,694 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:57:18,695 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:57:18,697 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:57:18,699 - climada.entity.exposures.base - INFO - centr_ not set.\n",
      "2023-01-26 11:57:18,700 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
      "2023-01-26 11:57:18,702 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:57:18,703 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:57:18,704 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:57:18,706 - climada.entity.exposures.base - INFO - centr_ not set.\n"
     ]
    }
   ],
   "source": [
    "# Exposure from the module Litpop\n",
    "# Note that the file gpw_v4_population_count_rev11_2015_30_sec.tif must be downloaded (do not forget to unzip) if\n",
    "# you want to execute this cell on your computer. If you haven't downloaded it before, please have a look at the section\n",
    "# \"population count\" of the LitPop tutorial.\n",
    "\n",
    "%matplotlib inline\n",
    "import numpy as np\n",
    "from climada.entity import LitPop\n",
    "\n",
    "# Cuba with resolution 10km and financial_mode = income group.\n",
    "exp_lp = LitPop.from_countries(\n",
    "    countries=[\"CUB\"], res_arcsec=300, fin_mode=\"income_group\"\n",
    ")\n",
    "exp_lp.check()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:05.630897Z",
     "start_time": "2020-10-20T15:09:05.606497Z"
    }
   },
   "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>value</th>\n",
       "      <th>geometry</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>region_id</th>\n",
       "      <th>impf_</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.077368e+05</td>\n",
       "      <td>POINT (-81.37500 21.70833)</td>\n",
       "      <td>21.708333</td>\n",
       "      <td>-81.375000</td>\n",
       "      <td>192</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.671873e+06</td>\n",
       "      <td>POINT (-81.54167 21.62500)</td>\n",
       "      <td>21.625000</td>\n",
       "      <td>-81.541667</td>\n",
       "      <td>192</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3.421208e+06</td>\n",
       "      <td>POINT (-82.95833 21.87500)</td>\n",
       "      <td>21.875000</td>\n",
       "      <td>-82.958333</td>\n",
       "      <td>192</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.546590e+07</td>\n",
       "      <td>POINT (-82.87500 21.87500)</td>\n",
       "      <td>21.875000</td>\n",
       "      <td>-82.875000</td>\n",
       "      <td>192</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7.168305e+07</td>\n",
       "      <td>POINT (-82.79167 21.87500)</td>\n",
       "      <td>21.875000</td>\n",
       "      <td>-82.791667</td>\n",
       "      <td>192</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          value                    geometry   latitude  longitude  region_id  \\\n",
       "0  1.077368e+05  POINT (-81.37500 21.70833)  21.708333 -81.375000        192   \n",
       "1  1.671873e+06  POINT (-81.54167 21.62500)  21.625000 -81.541667        192   \n",
       "2  3.421208e+06  POINT (-82.95833 21.87500)  21.875000 -82.958333        192   \n",
       "3  1.546590e+07  POINT (-82.87500 21.87500)  21.875000 -82.875000        192   \n",
       "4  7.168305e+07  POINT (-82.79167 21.87500)  21.875000 -82.791667        192   \n",
       "\n",
       "   impf_  \n",
       "0      1  \n",
       "1      1  \n",
       "2      1  \n",
       "3      1  \n",
       "4      1  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "exp_lp.gdf.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:07.000153Z",
     "start_time": "2020-10-20T15:09:05.634377Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:57:18,777 - climada.util.coordinates - INFO - Raster from resolution 0.08333332999999854 to 0.08333332999999854.\n",
      "\n",
      " Raster properties exposures: {'width': 129, 'height': 41, 'crs': <Geographic 2D CRS: EPSG:4326>\n",
      "Name: WGS 84\n",
      "Axis Info [ellipsoidal]:\n",
      "- Lat[north]: Geodetic latitude (degree)\n",
      "- Lon[east]: Geodetic longitude (degree)\n",
      "Area of Use:\n",
      "- undefined\n",
      "Datum: World Geodetic System 1984\n",
      "- Ellipsoid: WGS 84\n",
      "- Prime Meridian: Greenwich\n",
      ", 'transform': Affine(0.08333333000000209, 0.0, -84.91666666500001,\n",
      "       0.0, -0.08333332999999854, 23.249999994999996)}\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# not needed for impact calculations\n",
    "# visualize the define exposure\n",
    "exp_lp.plot_raster()\n",
    "print(\"\\n Raster properties exposures:\", exp_lp.meta)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define the hazard "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us define a tropical cyclone hazard using the TropCyclone and TCTracks modules. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:57:25,332 - climada.hazard.tc_tracks - WARNING - `correct_pres` is deprecated. Use `estimate_missing` instead.\n",
      "2023-01-26 11:57:26,701 - climada.hazard.tc_tracks - INFO - Progress: 10%\n",
      "2023-01-26 11:57:26,905 - climada.hazard.tc_tracks - INFO - Progress: 20%\n",
      "2023-01-26 11:57:27,075 - climada.hazard.tc_tracks - INFO - Progress: 30%\n",
      "2023-01-26 11:57:27,229 - climada.hazard.tc_tracks - INFO - Progress: 40%\n",
      "2023-01-26 11:57:27,390 - climada.hazard.tc_tracks - INFO - Progress: 50%\n",
      "2023-01-26 11:57:27,542 - climada.hazard.tc_tracks - INFO - Progress: 60%\n",
      "2023-01-26 11:57:27,713 - climada.hazard.tc_tracks - INFO - Progress: 70%\n",
      "2023-01-26 11:57:27,876 - climada.hazard.tc_tracks - INFO - Progress: 80%\n",
      "2023-01-26 11:57:28,032 - climada.hazard.tc_tracks - INFO - Progress: 90%\n",
      "2023-01-26 11:57:28,197 - climada.hazard.tc_tracks - INFO - Progress: 100%\n",
      "num tracks hist: 60\n",
      "2023-01-26 11:57:28,229 - climada.hazard.tc_tracks - INFO - Interpolating 60 tracks to 0.5h time steps.\n",
      "2023-01-26 11:57:32,223 - climada.hazard.tc_tracks_synth - INFO - Computing 60 synthetic tracks.\n",
      "num tracks hist+syn: 120\n"
     ]
    }
   ],
   "source": [
    "from climada.hazard import TCTracks, TropCyclone, Centroids\n",
    "\n",
    "# Load histrocial tropical cyclone tracks from ibtracs over the North Atlantic basin between 2010-2012\n",
    "ibtracks_na = TCTracks.from_ibtracs_netcdf(\n",
    "    provider=\"usa\", basin=\"NA\", year_range=(2010, 2012), correct_pres=True\n",
    ")\n",
    "print(\"num tracks hist:\", ibtracks_na.size)\n",
    "\n",
    "ibtracks_na.equal_timestep(\n",
    "    0.5\n",
    ")  # Interpolation to make the track smooth and to allow applying calc_perturbed_trajectories\n",
    "# Add randomly generated tracks using the calc_perturbed_trajectories method (1 per historical track)\n",
    "ibtracks_na.calc_perturbed_trajectories(nb_synth_tracks=1)\n",
    "print(\"num tracks hist+syn:\", ibtracks_na.size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:42.726774Z",
     "start_time": "2020-10-20T15:09:21.270200Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# not needed for calculations\n",
    "# visualize tracks\n",
    "ax = ibtracks_na.plot()\n",
    "ax.get_legend()._loc = 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From the tracks, we generate the hazards (the tracks are only the coordinates of the center of the cyclones, the full cyclones however affects a region around the tracks). "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First thing we define the set of centroids which are geographical points where the hazard has a defined value. In our case, we want to define windspeeds from the tracks.\n",
    "\n",
    "Remember:\n",
    "In the impact computations, for each exposure geographical point, one must assign a centroid from the hazard. By default, each exposure is assigned to the closest centroid from the hazard. But one can also define manually which centroid is assigned to which exposure point.\n",
    "\n",
    "Examples: \n",
    "- Define the exposures from a given source (e.g., raster of asset values from LitPop). Define the hazard centroids from the exposures' geolocations (e.g. compute Tropical Cyclone windspeed at each raster point and assign centroid to each raster point).\n",
    "- Define the exposures from a given source (e.g. houses position and value). Define the hazard from a given source (e.g. where lanslides occur). Use a metric to assign to each exposures point a hazard centroid (all houses in a radius of 5km around the lanslide are assigned to this centroid, if a house is within 5km of two landslides, choose the closest one). \n",
    "- Define a geographical raster. Define the exposures value on this raster. Define the hazard centroids on the geographical raster.\n",
    "\n",
    "We shall pursue with the first case (Litpop + TropicalCyclone)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Hint: computing the wind speeds in many locations for many tc tracks is a computationally costly operation. Thus, we should define centroids only where we also have an exposure."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:42.732647Z",
     "start_time": "2020-10-20T15:09:42.728137Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define the centroids from the exposures position\n",
    "lat = exp_lp.gdf[\"latitude\"].values\n",
    "lon = exp_lp.gdf[\"longitude\"].values\n",
    "centrs = Centroids.from_lat_lon(lat, lon)\n",
    "centrs.check()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:51.496340Z",
     "start_time": "2020-10-20T15:09:42.734501Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:58:43,439 - climada.hazard.centroids.centr - INFO - Convert centroids to GeoSeries of Point shapes.\n",
      "2023-01-26 11:58:44,363 - climada.util.coordinates - INFO - dist_to_coast: UTM 32616 (1/3)\n",
      "2023-01-26 11:58:44,606 - climada.util.coordinates - INFO - dist_to_coast: UTM 32617 (2/3)\n",
      "2023-01-26 11:58:45,335 - climada.util.coordinates - INFO - dist_to_coast: UTM 32618 (3/3)\n",
      "2023-01-26 11:58:45,767 - climada.hazard.trop_cyclone - INFO - Mapping 120 tracks to 1388 coastal centroids.\n",
      "2023-01-26 11:58:46,030 - climada.hazard.trop_cyclone - INFO - Progress: 10%\n",
      "2023-01-26 11:58:46,203 - climada.hazard.trop_cyclone - INFO - Progress: 20%\n",
      "2023-01-26 11:58:46,499 - climada.hazard.trop_cyclone - INFO - Progress: 30%\n",
      "2023-01-26 11:58:46,784 - climada.hazard.trop_cyclone - INFO - Progress: 40%\n",
      "2023-01-26 11:58:47,231 - climada.hazard.trop_cyclone - INFO - Progress: 50%\n",
      "2023-01-26 11:58:47,353 - climada.hazard.trop_cyclone - INFO - Progress: 60%\n",
      "2023-01-26 11:58:47,546 - climada.hazard.trop_cyclone - INFO - Progress: 70%\n",
      "2023-01-26 11:58:47,667 - climada.hazard.trop_cyclone - INFO - Progress: 80%\n",
      "2023-01-26 11:58:48,102 - climada.hazard.trop_cyclone - INFO - Progress: 90%\n",
      "2023-01-26 11:58:48,418 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n"
     ]
    }
   ],
   "source": [
    "# Using the tracks, compute the windspeed at the location of the centroids\n",
    "tc = TropCyclone.from_tracks(ibtracks_na, centroids=centrs)\n",
    "tc.check()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-16T12:28:38.751677Z",
     "start_time": "2020-10-16T12:28:38.747250Z"
    }
   },
   "source": [
    "Hint: The operation of computing the windspeed in different location is in general computationally expensive. Hence, if you have a lot of tropical cyclone tracks, you should first make sure that all your tropical cyclones actually affect your exposure (remove those that don't). Then, be careful when defining the centroids. For a large country like  China, there is no need for centroids 500km inland (no tropical cyclones gets so far)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Impact function "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For Tropical Cyclones, some calibrated default impact functions exist. Here we will use the one from Emanuel (2011)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:51.503229Z",
     "start_time": "2020-10-20T15:09:51.499628Z"
    }
   },
   "outputs": [],
   "source": [
    "from climada.entity import ImpactFuncSet, ImpfTropCyclone\n",
    "\n",
    "# impact function TC\n",
    "impf_tc = ImpfTropCyclone.from_emanuel_usa()\n",
    "\n",
    "# add the impact function to an Impact function set\n",
    "impf_set = ImpactFuncSet([impf_tc])\n",
    "impf_set.check()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Recall that the exposures, hazards and impact functions  must be matched in the impact calculations. Here it is simple, since there is a single impact function for all the hazards. We must simply make sure that the exposure is assigned this impact function through renaming the `impf\\_` column from the hazard type of the impact function in the impact function set and set the values of the column to the id of the impact function. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T09:59:49.321371Z",
     "start_time": "2020-10-20T09:59:49.317546Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hazard type: TC, hazard id: 1\n"
     ]
    }
   ],
   "source": [
    "# Get the hazard type and hazard id\n",
    "[haz_type] = impf_set.get_hazard_types()\n",
    "[haz_id] = impf_set.get_ids()[haz_type]\n",
    "print(f\"hazard type: {haz_type}, hazard id: {haz_id}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T09:59:49.338296Z",
     "start_time": "2020-10-20T09:59:49.323704Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:58:48,792 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:58:48,792 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:58:48,792 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:58:48,792 - climada.entity.exposures.base - INFO - centr_ not set.\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "          value                    geometry   latitude  longitude  region_id  \\\n",
       "0  1.077368e+05  POINT (-81.37500 21.70833)  21.708333 -81.375000        192   \n",
       "1  1.671873e+06  POINT (-81.54167 21.62500)  21.625000 -81.541667        192   \n",
       "2  3.421208e+06  POINT (-82.95833 21.87500)  21.875000 -82.958333        192   \n",
       "3  1.546590e+07  POINT (-82.87500 21.87500)  21.875000 -82.875000        192   \n",
       "4  7.168305e+07  POINT (-82.79167 21.87500)  21.875000 -82.791667        192   \n",
       "\n",
       "   impf_TC  \n",
       "0        1  \n",
       "1        1  \n",
       "2        1  \n",
       "3        1  \n",
       "4        1  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Exposures: rename column and assign id\n",
    "exp_lp.gdf.rename(columns={\"impf_\": \"impf_\" + haz_type}, inplace=True)\n",
    "exp_lp.gdf[\"impf_\" + haz_type] = haz_id\n",
    "exp_lp.check()\n",
    "exp_lp.gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Impact computation "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We are finally ready for the impact computation. This is the simplest step. Just give the exposure, impact function and hazard to the ImpactCalc.impact() method.\n",
    "\n",
    "Note: we did not specifically assign centroids to the exposures. Hence, the default is used - each exposure is associated with the closest centroids. Since we defined the centroids from the exposures, this is a one-to-one mapping.\n",
    "\n",
    "Note: we did not define an `Entity`  in this impact calculations. Recall that `Entity` is a container class for __[Exposures](climada_entity_Exposures.ipynb)__, __[Impact Functions](climada_entity_ImpactFuncSet.ipynb)__, __[Discount Rates](climada_entity_DiscRates.ipynb)__ and __[Measures](climada_entity_MeasureSet.ipynb)__. Since we had only one Exposure and one Impact Function, the container would not have added any value, but for more complex projects, the Entity class is very useful."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T09:59:49.351752Z",
     "start_time": "2020-10-20T09:59:49.340451Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:58:48,877 - climada.entity.exposures.base - INFO - Matching 1388 exposures with 1388 centroids.\n",
      "2023-01-26 11:58:48,877 - climada.engine.impact_calc - INFO - Calculating impact for 4164 assets (>0) and 120 events.\n"
     ]
    }
   ],
   "source": [
    "# Compute impact\n",
    "from climada.engine import ImpactCalc\n",
    "\n",
    "imp = ImpactCalc(exp_lp, impf_set, tc).impact(\n",
    "    save_mat=False\n",
    ")  # Do not save the results geographically resolved (only aggregate values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T15:09:51.515128Z",
     "start_time": "2020-10-20T15:09:51.505127Z"
    }
   },
   "outputs": [
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       "             value                    geometry   latitude  longitude  \\\n",
       "0     1.077368e+05  POINT (-81.37500 21.70833)  21.708333 -81.375000   \n",
       "1     1.671873e+06  POINT (-81.54167 21.62500)  21.625000 -81.541667   \n",
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       "4     7.168305e+07  POINT (-82.79167 21.87500)  21.875000 -82.791667   \n",
       "...            ...                         ...        ...        ...   \n",
       "1383  1.496797e+06  POINT (-78.62500 22.54167)  22.541667 -78.625000   \n",
       "1384  5.387835e+07  POINT (-78.37500 22.54167)  22.541667 -78.375000   \n",
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       "\n",
       "      region_id  impf_TC  centr_TC  \n",
       "0           192        1         0  \n",
       "1           192        1         1  \n",
       "2           192        1         2  \n",
       "3           192        1         3  \n",
       "4           192        1         4  \n",
       "...         ...      ...       ...  \n",
       "1383        192        1      1383  \n",
       "1384        192        1      1384  \n",
       "1385        192        1      1385  \n",
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       "\n",
       "[1388 rows x 7 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "exp_lp.gdf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For example we can now obtain the aggregated average annual impact or plot the average annual impact in each exposure location."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T09:59:49.355854Z",
     "start_time": "2020-10-20T09:59:49.353112Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Aggregated average annual impact: 563366225.0 $\n"
     ]
    }
   ],
   "source": [
    "print(f\"Aggregated average annual impact: {round(imp.aai_agg,0)} $\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T09:59:50.233588Z",
     "start_time": "2020-10-20T09:59:49.357688Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "imp.plot_hexbin_eai_exposure(buffer=1);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-20T10:01:57.068990Z",
     "start_time": "2020-10-20T10:01:56.943507Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compute exceedance frequency curve\n",
    "freq_curve = imp.calc_freq_curve()\n",
    "freq_curve.plot();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Impact concatenation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There can be cases in which an impact function for a given hazard type is not constant throughout the year. This is for example the case in the context of agriculture. For example, if a crop is already harvested the impact of a certain weather event can be much lower or even zero. For such situations of two or more different impact functions for the same hazard and exposure type, it can be useful to split the events into subsets and compute impacts separately. In order to then analyze the total impact, the different impact subsets can be concatenated using the `Impact.concat` method. \n",
    "This is done here for the hypothetical example using LitPop as exposure and TCs as hazard. For illustration purposes, we misuse the LitPop exposure in this case as exposure of a certain crop. We assume a constant harvest day (17 October) after which the impact function is reduced by a factor of 10.\n",
    "\n",
    "First, we prepare the hazard subsets."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "from datetime import datetime, date\n",
    "import pandas as pd\n",
    "\n",
    "# set a harvest date\n",
    "harvest_DOY = 290  # 17 October\n",
    "\n",
    "# loop over all events an check if they happened before or after harvest\n",
    "event_ids_post_harvest = []\n",
    "event_ids_pre_harvest = []\n",
    "for event_id in tc.event_id:\n",
    "    event_date = tc.date[np.where(tc.event_id == event_id)[0][0]]\n",
    "    day_of_year = (\n",
    "        event_date - date(datetime.fromordinal(event_date).year, 1, 1).toordinal() + 1\n",
    "    )\n",
    "\n",
    "    if day_of_year > harvest_DOY:\n",
    "        event_ids_post_harvest.append(event_id)\n",
    "    else:\n",
    "        event_ids_pre_harvest.append(event_id)\n",
    "\n",
    "tc_post_harvest = tc.select(event_id=event_ids_post_harvest)\n",
    "tc_pre_harvest = tc.select(event_id=event_ids_pre_harvest)\n",
    "# print('pre-harvest:', tc_pre_harvest.event_name)\n",
    "# print('post-harvest:', tc_post_harvest.event_name)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we get two different impact functions, one valid for the exposed crop before harvest and one after harvest. Then, we compute the impacts for both phases separately."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:58:52,364 - climada.entity.exposures.base - INFO - Exposures matching centroids already found for TC\n",
      "2023-01-26 11:58:52,364 - climada.entity.exposures.base - INFO - Existing centroids will be overwritten for TC\n",
      "2023-01-26 11:58:52,364 - climada.entity.exposures.base - INFO - Matching 1388 exposures with 1388 centroids.\n",
      "2023-01-26 11:58:52,370 - climada.engine.impact_calc - INFO - Calculating impact for 4164 assets (>0) and 106 events.\n",
      "2023-01-26 11:58:52,379 - climada.entity.exposures.base - INFO - Exposures matching centroids already found for TC\n",
      "2023-01-26 11:58:52,379 - climada.entity.exposures.base - INFO - Existing centroids will be overwritten for TC\n",
      "2023-01-26 11:58:52,382 - climada.entity.exposures.base - INFO - Matching 1388 exposures with 1388 centroids.\n",
      "2023-01-26 11:58:52,388 - climada.engine.impact_calc - INFO - Calculating impact for 4164 assets (>0) and 14 events.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from climada.engine import Impact\n",
    "\n",
    "# impact function TC\n",
    "impf_tc = ImpfTropCyclone.from_emanuel_usa()\n",
    "# impact function TC after harvest is by factor 0.5 smaller\n",
    "impf_tc_posth = ImpfTropCyclone.from_emanuel_usa()\n",
    "impf_tc_posth.mdd = impf_tc.mdd * 0.1\n",
    "# add the impact function to an Impact function set\n",
    "impf_set = ImpactFuncSet([impf_tc])\n",
    "impf_set_posth = ImpactFuncSet([impf_tc_posth])\n",
    "impf_set.check()\n",
    "impf_set_posth.check()\n",
    "\n",
    "# plot\n",
    "impf_set.plot()\n",
    "impf_set_posth.plot()\n",
    "\n",
    "# Compute impacts\n",
    "imp_preh = ImpactCalc(exp_lp, impf_set, tc_pre_harvest).impact(save_mat=True)\n",
    "imp_posth = ImpactCalc(exp_lp, impf_set_posth, tc_post_harvest).impact(save_mat=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we can concatenate the impacts again and plot the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Expected annual impact: Total')"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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3MnXqVHbt2uWX/34toDl5Ghoal5SdO3fypz/9ibvuuosPP/yQXr16ceutt7J161afcDOA2bNn89prr6nOR2FhIT/88AN9+/ZFr9djs9kYMGAAW7dupX379upsTiCGDx/OP/7xD5YtW8b1118fcJ/KZsFqc54BAwbw6quvsn37dp+QzS+//LLqhvEgCIJqh8KCBQs4deoUaWlpNaqjriQnJwOwY8cOnz9w8+bN87MR8LPz/fffv6T21ZUvvvjCJ+Tz66+/xuVyqX/Ya3o9LVq0IDU1lU8++YTHH3/cb3+FysbR5aQ2Y7Zdu3b1ck5BEJAkya9dPvroI0RRrFVdt99+O48//jjTp0/nyJEjNG7cmCFDhqjlLVu2pHnz5mzfvr1WoVSNGjViwoQJbN++nddff52SkhJsNptPnzW0pSc0NDRqxsSJE8nMzGTWrFkkJCQwZ84chg0bxs6dO2nevDk//PADKSkpzJ8/n2HDhiFJEoMGDeLVV18NGFXS0NCcPA0NjTqza9eugCp8qampxMTEUFxczLhx42jWrBnvvvsuJpOJr7/+ms6dOzNx4kS/+Hm9Xs/gwYN5/PHHcbvdTJkyhYKCAnXBcoA33niDPn360LdvX+6//36Sk5MpLCzk0KFD/PDDD6oy4qOPPspXX33F6NGjeeqpp+jWrRulpaWsXLmSkSNHMmDAAEJCQkhKSmLu3LkMHDiQyMhIoqOjSU5OrtV5PvnkE0aMGMELL7ygqmvWdMZg5MiRTJ8+nfT0dNq3b8/mzZt57bXXLkuIYNeuXWnZsiVPPPEELpeLiIgI5syZw5o1a3z2S09PJzU1laeeegpJkoiMjOSHH35Ql8C42pg9ezYGg4HBgwer6podOnRg3LhxAPTq1YuIiAjuu+8+nn32WYxGI1988QXbt2/3q+udd95h1KhR9OjRg8cee4ymTZty/PhxFi1apC5arjhNb7zxBnfffTdGo5GWLVsSEhLCjBkzmDRpEp988kmdVE1rQ03HbH0RGhrKddddx2uvvabeNytXruTjjz+u9Sx0eHg4N910E9OnTycvL48nnngCnc5XNuD9999n+PDhDB06lAkTJtC4cWPOnz/P3r172bJlC9988w0A3bt3Z+TIkbRv356IiAj27t3LZ599Rs+ePdXQV6XPpkyZwvDhw9Hr9dU6xxoaGg2Hw4cPM3PmTE6ePKlGKzzxxBMsXLiQadOm8dJLL3HkyBGOHTvGN998w4wZMxBFkccee4yxY8fW+/PyinBFZV80NDQaJFWpawLShx9+KEmSJP3+97+XbDabtHv3bp/jv/nmGwmQ/ve//0mSVK6uOWXKFOn555+XmjRpIplMJqlTp07SokWL/M5/9OhRadKkSVLjxo0lo9EoxcTESL169ZJeeOEFn/0uXLggPfLII1LTpk0lo9EoxcbGSiNGjJD27dun7rN06VKpU6dOktlslgDp7rvvrvV59uzZIw0ePFiyWCxSZGSkdM8990hz586tkbrmhQsXpHvuuUeKjY2VbDab1KdPH2n16tVSv379pH79+qn7KYqX33zzjV9bANK0adPUbYpKY0XuvvtuKSkpyWfbgQMHpCFDhkihoaFSTEyM9PDDD0sLFizws125xpCQECkiIkL63e9+Jx0/ftxPnfRi1TUD2Z2UlCSNGDHCbzsgPfjgg+rvirrm5s2bpVGjRknBwcFSSEiIdPvtt0tnzpzxOfaXX36RevbsKdlsNikmJkaaPHmytGXLFr+2lCRJ+vXXX6Xhw4dLYWFhktlsllJTU/0UPP/6179KCQkJkk6n82k75Tor1hmIyq6/uuv2pqZjti51K/et97g4efKkdMstt0gRERFSSEiINGzYMGnXrl1SUlKSz72ktMPGjRsrPffixYvVZ8iBAwcC7rN9+3Zp3LhxUmxsrGQ0GqW4uDjp+uuvl9577z11n6eeekrKyMiQIiIiJLPZLKWkpEiPPfaYlJOTo+5TVlYmTZ48WYqJiZEEQajRmNXQ0Lh6AaQ5c+aovyvK00FBQT4/BoNBGjdunCRJkvSHP/xBAqT9+/erx23evFkCfN4TGiqCJEnSJfckNTSuABMmfE9enp3vv7/NZ/uKFZkMGPApFy48SXh43RTzNOqXzMxMmjVrxmuvvVapqIKGRnU899xzPP/885w7d85vfTYNDQ0NjWsXQRCYM2cOY8aMAeCrr75i/Pjx7N6920/NOzg4mLi4OJ599lleeuklnE6nWlZaWorNZmPx4sV+a/k2NLRwTQ0NDQ0NDQ0NDQ2Na4ZOnTohiiJnz56lb9++Affp3bs3LpeLw4cPk5qaCshL5wDqEkENGW2dPI3fNLm5Jdx++3c0afJfbLYXadduKjNn7lTL339/E40b/xe323fC+8YbZ3L33d8DcPjweUaPnkWjRv8mOPglunb9kKVLj/jsn5z8Oi+9tJpJk+YSEvIyTZv+jw8+2Oyzz5NPLqFFi7ew2V4kJeUN/v73ZTidtRMv0NDQ0NDQ0ND4LVBUVMS2bdvYtm0bAEePHmXbtm0cP36cFi1aMH78eO666y5mz57N0aNH1fU+f/zxRwAGDRpE586dmTRpElu3bmXz5s3ce++9DB48mBYtWlzBK6sfNCdP4zeN3e6iS5d45s+/g127HuCPf+zMnXfOYf16WTL9d79rQ05OCcuXH1WPuXChlEWLDjN+vJy4X1Tk4IYb0li69E62br2XoUNTGTVqJseP5/uc6z//+ZWMjAS2br2XBx7oyv33L2DfvnKp+pAQM9Onj2HPngd5441hfPjhFv73v3WXoRWuPMnJyUiSpIVqalwUzz33HJIkaaGaGhoaGr8BNm3aRKdOnejUqRMgrzvbqVMn/vGPfwAwbdo07rrrLv785z/TsmVLbrzxRtavX09iYiIAOp2OH374gejoaK677jpGjBhBq1atmDVr1hW7pvpEy8nTuGaZMOF7Pv98BxaLb1SyKErY7a5Kc/JGjPiSVq2i+fe/Zfnu0aNnER1t5eOPRwPwwQebefbZFZw8+Rh6feDvJG3avMv992fw0EPdAHkmr2/fJD777CYAJEkiLu4/PP98f+67L/CaWK+9tpavvtrNpk1/rNP1a2hoaGhoaGho/DbRcvI0rmkGDGjG1KkjfLatX3+S3/9+DgCi6OaVV9bw1Ve7OXWqkLIyF2VlIkFBRnX/8ePb8cc//sC7747AbDbwxRc7ue22NqqDV1zs4PnnVzJ//gFOny7E5XJTWurym8lr3z5W/bcgCMTFBXP2bLG67dtv9/D66+s4dOg8RUUOXC43oaGB1+XS0NDQ0NDQ0NDQqAzNydO4pgkKMpKW5rug5cmTBeq///OfX/nf/9bx+uvDaNculqAgE48+uhCHozwXbtSoFrjdEgsWHKRr1wRWrz7Gf/9bvkjvX/6yhEWLDvPvfw8mLS0Sq9XI2LFf+9QBYDT6qjsJAmqu37p1J7nttm95/vn+DB2aRliYmVmzdvGf//xaX02hoaGhoaGhoaHxG0Fz8gC73Y7D4bjSZmjUM06nE5fLRUFBgc/24mJ59qygoIDlyw8zfHgKN96YDMhO1/79ObRsGelz3KhRaUyfvoVdu06TlhZB8+bBavnKlUe5/fZ0Bg5sDMg5epmZeTgcDnUfSZKw2+0+dbrdbsrKyigoKODnnw+SmBjKww93VMsPHsxR7dTQ0NDQ0NDQuJowmUxYLNUvRdWQ37Nreo1XI7/5nDy73U6zZs3Izs6+0qZo1DtjAAtQMYE2GZgAvAL0A1oD3wKlQE+gDZBZ4bgU4A4gD9gBrPIquxUIB+Yir+N7veccW4GFnn0eBdZ5fhTuA/YBK4CWwDhgDnAKaOGxTeexU0NDQ0NDQ0Pj6iEuLo6jR49W6QTZ7XasVutltKp+qck1Xq385p28goICwsLCOHHiBKGhoVfanEuKJEnk5+cTFhaGIAhX2pxLzv33LyI/v4wvv7zRZ/vq1ScYOfJbjh27H7cbHnpoMStXHsdqNTJhQjtOniygoMDhc5woumnd+iOys4vZtm0izZqFq2XHjuXz4INL2LQpi6goK48+msH33x+kXbsYXnmlPwDt2n3M/fd34oEHOqvH9enzOSNGpPLUUz3Iz8/nP//Zweef78bhEBkypBldu8bzr3+tJTrawPHjeepxiYlhPPZYezp0sHD27FnOnj3LsWPH1L4tLCzE7XZjMplo2rQpERER5Ofnc/z4cex2OwAWi4XY2Fhat25NVlYW27dvJz09nbFjxxIZ6Rve2lDZvXs3H3/8sc82g8FAr169GDlyJAZD5YEM1d0rbreI3V7E55/PJC8vj7CwMPR6Ab3egNVq48SJk2RlBf5wFBMTw5NPPolOVy7as3DhQhYvXgxASEgIhYWFANhsNkpKSgB45plniIqKql0jXEP81p5fDQGtT64+tD65NJw8eZL//ve/DBw4kO3bt5OTk0OrVq0YMmQIb731Fr169eKmm25i1apVLFiwgFdeecXnGX8t9ktBQQGJiYnk5+dX+f6svGc3ZKq7xqsVzcnzDL6G2oG14Vp8yFwLVNYvs2fvZezYrxk5sgVPPdUbszmfb79dzaxZJ8nMNDF0aD6dO1tp1KgRCQkJZGRkkJycjNPp5Pjx4xw5coSjR4+qdScmJpKamkpSUpLfF6kdO3Ywc+ZMCgsLSUpKIjU1lbCwMEJDQwkJCSEsLIzY2Fj0ej0Oh4MLFy4gCIL6A/j8XnG7y+UiMzOTo0eP0rp1a4xGIyEhIcTGxtb7WDx79iwvvvgiTqdT3dapUyfS09Pp0qULNput2joq6xNJkjhy5AjHjh2jtLSUBQsWqGVGo5EXXniBkJAQAE6cOMG5c+do3bo1s2bNQq/X065dO1q3bo3JZEKSJC5cuADAwYMHWbFiBXq9nrCwME6ePMm5c+fQ6XS43W4yMjKYMGGCz0vDbw3t+XX1ofXJ1YfWJ5eGhQsXMm/ePPr06UNhYSHbt28HICoqikGDBvHVV18xZMgQ0tPTefPNN3niiSdISUlRj78W+6Wm78+ak3fl0HLyNDSuQpxOFw8/PJ8uXUIYNiyPH3/8gPPnzxMfH8+HHw5kypRj7N9fwIIFf/JbxsFkMpGWlkZaWlqNz9e+fXuaN2/Oxo0b2b9/P1u3bqWgoMDHUTKbzcTHx3Pq1Cmf7bXBarXy888/q7+3adOGu+++m+Dg4DrVB+ByuTh//jynTp1i1qxZ6iwYwNNPP03jxo3r5Y/q2bNn+eqrr9i7d69fWaNGjThz5gzz58/n9ttvByAxMVFdi2fChAk+++fk5DBlyhQ1PzQuLo7HHntMdRAlSeLo0aMcOHBA7cs9e/awbNkyzpw5Q25urlrXAw88QNu2bX3qdzgciKLYoENkNDQ0NK4W+vbti8vlYsWKFWp0BcjRId27d8flcvHdd9+h0+mIj4/n+++/57HHHrtmHLr6QqBhtYdEw54H05w8DY2rjLNnz/L3Z97n9Gk3QwYUUHLaTjODnVGdQ0lJi8IYZef/HkpiyJg1zJ35Hd06gt5gxWSLxGCJwGiNBL0RUXQgig4EQUCvN6PTGdHpDICA2+3C7XYBoNMZ0OsN6HTQvXsXunbtgCi6cLtFRNFNcbGd/Px8jh07walTp2jTJp3GjePQ6XQIgh5BEHC7JSTJrR4nz+TpAQFJktDpdERGhhEWFsKFC/kIgo6srDPMnj2Xf/3rnwwefD3dunVGp9N52WPAYDD7/ZGUJIkNG9azc+dOMjOPceHCBSoGJDz44IO0adOmXvrD6XTy008/sXDhwoDlJpMJp9OJwWCgQ4cONarT7XarDl5ycjKZmZlkZWWpTp4gCKSkpKhfgvfu3cvbb78dsK7S0kKKinKRJDc6nZ7Zs39g3boNSJLEmDFjGDJkSMDjNDQ0NDRqRlBQECNHjqR///788MMPrF69GoAzZ87wz3/+kwkTJjBmzBi+//570tLSOHToEJ999hljx46tUfTIb4aG5ePRwH08zcnT0LhacLvdrF+/nm+++YYzpwUgjCcyThBk9syaOc9TvP8EQrOONIlOAuD0yfNI7UJwiU5cZYUYgkuxGK3gKlXrlSRwu0sAHQaDf+Kw4gxWRBDAYNARFmYjLMxG06bx9XKd0dERAERFhZGYeC8LFy5l9ux5WK1m2rdv42OP1RqGwWBWQ12ys7NZv34969evp0mTBNq0aUlMTBRlZQ4WLJBz2kaNGobVWj+PtuPHjzNlyhT19+TkZLp160ZCQgIhISFkZWWxZcsWTCYTQ4cOpVGjRjWqNzY2lrvuuosZM2aQmZnJgAEDaN68eaX7Z2Zmqv/OyMhg6NChmM1uDAYDer0eSZKX63C5HGzdug1JkoiLa8T8+fMJDw+nW7dunDp1ik8++YRu3boxdOjQujWIhoaGxm+Y4OBgbr/9dvr06cNnn33GyZMnycvL4/XXX2fw4MG0aNGCAwcO0Lp1a7Zt28aePXvo0aMHGRkZFxWxci0geP7X0GjIs3mak6ehcYXJzs5m3bp17N27l5MnT9KjRw+6Wrcy90c4cNpIp2ZeoZFuNwg69h8qAyA22nvtPQmBhpWzFRYWyq233szhw5mcOnWa9u3b4HK52L17H+fPX+D8+QLOnj1Hdna2KhoTHBzMLbeMplu3Tmo9TqeT0lI7hw8f5ccfF/PDDwu544476NOnT5XndzgcLFu2jFOnTnHkyBGcTifx8fHExcVhMBhYvnw5IIde3nnnnTRp0sTn+Pj4eDp37uxXr7I8hiiKBAUF+c1GFhYWsnbtWkAWVxk5cmSVYT2DBg0iNTWVhIQEgoODkSQ3RUU5fvvpdDpuv/0WZsyYRWFhES6Xi+nTp6PX6/nhhx84e/Ys8+fPp1mzZrRo0aLKttHQ0NDQCExiYiJ//etf2bhxIzNnzqSsrIwlS5ao5XFxcfz+97/nxx9/ZO3atSxevJiUlBRat25N165diYmJuYLWXxk0J+/yozl5GhpXkLy8PN544w2sVllAZezYsbRo0YLik11oOv173lvZnPdbHgFHITprOOaYFHQhibw3I5+miRZ6do8Etx1BZ8RkjcBoCcMg6NEZLbhcZZ6QTAG93qiGawqCvkK4ph6dzgjIs3dyyKXL87sOvd4ICJ7F20VE0QVICIIcWqnT6ZAkkCQ3brcLSXJ7zmnwhGwCSIiiS51xko8zIMdCCLhcIkajLEby+edfs3fvAWw2KzExscTFxdGhQwfi4uKIi4sjOjoaSRJxuRy43U5E0YXRaGTYsEHodAZEUWL+/J+YOXMmNpstoBOmMG/ePJYvX05KSgpdunTBbDaTnZ3N4cOHKSoqok+fPvTv35+EhIRK6ygqKuLUqVOcOnWK06dPc+rUKbKystQ1gSwWC02aNCExMRGLxUJeXh5bt25VndYbbrih2tw5o9Ho45QJgg6LJRRRdCKKTq/+0tO2bTv+7/+a8NNPi9m2bRsA33zzDQUFBfzlL39h3rx5vPHGG3To0IHY2FgSExPp0qVLlefX0NDQ0PBFEAS6detGWloac+bMYfPmzWrZ2bNnWb16Nenp6QwYMICzZ8+yfft2lixZwvz580lLS2P8+PE1jv64JhBoeOGa0KBDNi+5k/fyyy8ze/Zs9u3bh9VqpVevXkyZMoWWLVuq+zz33HPMmjWLEydOYDKZ6NKlCy+++CLdu3dX99m/fz+TJk3i2LFj/PGPf+Qf//iHWpacnMyxY8f49ddf6dGjh7r90UcfZdu2baxYseJSX6aGRo2RJInt27ezbNkyjhw5gs1mY9KkSTRp0kSdzQlq0ob/va1j7Niv+VOj4Tz5l+6079iYXbvO8vJLa1i8PJdvvx1HYrtWSG4RBF3AmSAlV60+y5TyqspqU29+fj7FxcU0bZpCYaGLvXsPMGHCBLp16xawfhk9BoOpUntuvfU2SkvtTJs2DavVSqtWrfxqKC0t5ZdffmHIkCGMHj3az85XXnkFvV6vOnhut1t14rwduvz8fEBOwI+Pj6dx48ZkZGQQERGBIAicOXOGkydPsnv3bpxOJ1arlQEDBtCkSROmTZvGL7/8QsuWLWncuHEV1+uP0WjBaLQEbNfExDD+8Ic/MG3aNDZt2kRcXBwFBQW8/fbbdO/endDQULZu3YrLJTuHHTt2RK/Xk5eXh9ls1gRbNDQ0NGpIZGQk99xzDyNHjuTYsWOcPHmS06dPs3btWgoKCgBZuKx58+bcddddiKLI/Pnzefnllxk3bhw9e/b8TQi0NNSZvIbMJXfyVq5cyYMPPkjXrl1xuVw888wzDBkyhD179hAUFARAixYtePvtt0lJSaG0tJT//e9/DBkyhEOHDqlT2g8++CB33nknXbt25b777mPgwIH07t1bPY/FYuHJJ59k5cqVl/qSNDRqjOJ8FBYWkpubS3FxMQsWLCAzM5MWLVpw66230qFDB9xut89xbrebm25K59tvx/HnPy+mz3WfqWXNmoXzzddjuflm2XERdPqA5wR/R+tiyry3V1xWoC5lynX++OOP6HQ6WrZsydq1azEYDHTs2LFWjmTFcwqCwN13301paSnvv/8+jzzyCM2aNfPZZ86cOYiiSL9+/QK2QVpaGuvWrUMQBAoKCjh48KCq3BkVFUXjxo3p2bMnjRs3JiEhgZiYmIBr71Xl9MbExDBt2jRef/11nn322TrnbASqWxAEJk6cyJgxY4iIiODChQusWrWK1atXU1oq52xGRERwxx13oNfr2bNnD2+//TZBQUE8+uijtXY6NTQ0NH7LNGrUiEaNGvl8oCwsLOTkyZOcOHGCAwcO8OGHH3Lbbbfx1FNP8c033/D5559z+vRpbrnllmve0fNeWqlB0YBn8i77Onnnzp0jNjaWlStXct111wXcR1lTY+nSpQwcOBCQxQbeeecdOnfuzNixY7n33nu54YYbAHkmb8yYMUydOpU5c+ao22syk6etk6dRG1wuF0VFRZhMJkwmk99Lvd1eSk7OGXJzczh//jznz18gO/sMe/ceUB25Jk3iGTyoN82aJSAIevR6M2fP5vHD/IXs2rWXzZs3s2/fPiwWCx06dKBTx4401YUQYrAS6TpOp+Ad6AU3xthUzI1boU9uj65JS5yuEpxlhUhuFwajDaM5FIM5FKM5FAkJUXQiSW41BFOnK1e/VEIpBUHwhHXKjqMkSbjdTtxuEf8QTAKqdEqSEtrp8grt1HuOleM13G4Rt9tFbm4uU6a8AUDjxgmcOnWaDh3aMX787zy2etsjeURkam6PKLp5//1POH06i/79+3P99dcTEhLC0qVLmT17NrfffhvdunVWQ1SV9hEEPWfO5LBixUqOHs0kLCyUxMTGpKc3JzGxKTZbULX2CILgE0pZ3j54FEnl9iksLODf/36bTp06cuutv8NgsFzS9fAcDgenT5/GbrfTvHlz9HrZ3ldeeYXjx49js9lISEjg8ccfv2Q21AXt+XX1ofXJ1YfWJ1cnkiSRl5fHkiVLWLlyJX/4wx/o2LEjK1euVNfYGz16dIPqs9quk2fUGRvU9YHcb063s8H6CJc9J08JbYqMjAxY7nA4+OCDDwgLC/ORI//nP//J4MGDKS0tZeTIkX7qcMnJydx333389a9/ZdiwYb/pRYM16k5OTg5z586ltLQUSZKIiIggNjYWgFOnTrFr1y51FgRkoQuz2awubq2EZiiEhAQTFRXJyJFDaNIkBrfoJD4+Rn3QSZKI01nMjz8t4P/+72/odDo1hM7pdLJmzRpKj23n0TuaIQl6BKMIovxhyXF6L45zRzB36AUFJ+WEOg8uZwkuZwk2UzCSs7TCTJcbl6sMOc/O9z6RHT4HohiodWRHEQKvkeftYPkdKYm4XP6VRkZGMGnSeLZt24kgCPTr14s2bdI9eX0Xb48gwIQJt7Fy5XpWrFjBsmXLiIiI4OzZswwaNIhOnVrjcJT41iq5cbtFzGY9Y8eOCvhHyeks9dtW1/YJCQlh8OABzJ+/kIyM9qSktMBsDgpYR31gMplITk72296sWTOOHz9OSUkJhw4dIjs7m7i4uEtmh4aGhsZvCUEQuOWWWygoKGDatGk88sgj9OvXT11jz2QyqZMU1yK6BjiT14An8YDL7ORJksTjjz9Onz59/BbvnT9/PrfddhslJSXEx8ezZMkSoqOj1fIbbriBc+fOUVBQUKkq0d/+9jemTZvGF198wZ133nlJr0WjYZGZmcns2bM5f/48PXr0ICUlhRUrVtCiRQsGDhzomVlx8+mnn3Lu3Dl1fbKTJ0+yZcsWQFbL6t+/P8nJyTidThwOB2VlZep/AYKCTISHhxIeHkZ4eJjPTJ/TWYxbLAton66ScEZBEHAr4X7q/3s9djyCJ4FVNRvGw7Rly+a0bFn58gEXi8ViYcyYGxk2bDi//vorBQUFxMbG0qtXL0pLL1yy89aGnj27snHjFr7//kcefbTmi9hXhdPp5Pz584iiSHx8fLV/XH/3u9/Rtm1b9u/fz7Jly1RhGA0NDQ2N+kGn03H33Xfz5ptv8sEHH/C3v/2NgQMH4nQ6mTdvHkajkcGDB19pMy8Jes+6ug2Ji1HWfPnll3n66ad55JFHeP311+vPqFpwWZ28hx56iB07drBmzRq/sgEDBrBt2zZycnL48MMPGTduHOvXr1dnUUBOXK1KdjYmJoYnnniCf/zjH9x66621sk2SJL8Fla81lGtsyNcp2y6HyR04cIBt27ZRVFREXFwcvXr1UmeIT506xebNm1WRjAsXLtC4cWPatGnDokWLED1TQ7t27SI2Npa2bduyefNmDh8+zCOPPOKjZFidCIk3oujyzDw5vUIg9ej1RgwGsxzaJzpxuuyIrjJ1we+RI28kKDiSnTv3sHXrVrZv305QUBBdunShY/v2HE8LoW2sBUf2PspO7QO3iCmhJeb4dHQlLvQJzXE6S3CWFeAWnRhMQZgsoRh0Bgwmmzoj5naLnrBBo7qQefki5i6vsEo9gqDMpDnVBc5lVUzlOMmjtinPXCkLmCtKnOUhkBI6nT6gSqckiaq6pzL77muPzsvWqu2R29/pOadij1H9b1CQyRP+LakzmLJCpcPTb4o98tpzBoMLo9GKogxa2/ZR7JFDVsvtkceSb/sYDCZuueUm3nnnfb7++jtGjx5DSEhIrSISRFFEr9dTUFDAihUrWL16NSUl8ixlYmIijz32GGazudLjBUGgdevWtG7dmhtvvNGz/t7V86y4Fp5f1xpan1x9aH1ydeLdLwaDgUmTJvHPf/6TVatWMXz4cIYOHYrD4WDOnDmYzWb69u17pU2ultqOsd+S8MrGjRv54IMPaN++/RW147I5eQ8//DDz5s1j1apVfmtNAQQFBZGWlkZaWho9evSgefPmfPzxx/z1r3+t1Xkef/xx3nnnHd59991aHZefn3/NPxQlSaKoqAiomcNyteBylakvxG63yJkz51i1ai3Z2WcJDw8jLCyMjRs3snnzZm666SY2btzIoUOHsFgsJCQk0LVrV+Lj40lLS0Ov19OrVy+2bdvGr7/+CsCXX37JvfdOYOXKFbRunU54eDA5OWcwGMy1bidRdPjYqywRIC9doENyy46ES3SCJAJOBJ0T0S0xauQIbrllXJX1GwBbhW1lZYWUlpXgcukQ3UEgSDhdehyloHc6MItOj4Nl9tiIJ/zRW+xF7/mRy9xup7oEg9stquGTsgOj5JzJjoWyLILsAMnlRqPZ40jJTo3bDS6Xr7iMfDUG5FRFJSzT+5ySek7ZGTai15v8bPW9Dh1gUs8JIi5Xic/4kW3VeTljgqfM7dVfOkpKHBgMJk/bVTynd/yob5kcmlrmybnzbx/5HDo/e6KiIhk79mZWrFjFK6+8gsFgIDo6mpiYGJKSkmjRogUmk4lA/PLLL6xatQqr1YrD4UCn09GjRw8SEhKYN28e+fn5nD59utIw+YZAQ31+XctofXL1ofXJ1UnFfhEEgTZt2pCZmammMXXv3p1ffvmFo0ePXnHnoCZUTE+pjt9KuGZRURHjx4/nww8/5IUXXqh3m2rDJXfyJEni4YcfZs6cOaxYscJH4a6645QQuNoQHBzM3//+d55//nlGjRpV4+PCwsIaZFJlbVBemhtSQrb8YDwHGCgqKmPx4p/ZtGkrcXGNGDduNKmpzTAarezZc5BPPvmE999/H5vNxq233uqRhdf55Z3JfR3E2rVrKCoqBuC99z6hrKyMCRPuwGqVbwurNQiDwehnT7k4h38bFhRko9OBIBhRHBwF0VWmvvCbKS+XJAnRVQbuPMLC/NdjkyQJt7MEndEWQJ1SxF50GL3OgMEsVDinCxAxGqyEhEZTEWVWtGL7AJSVFeNwOFEcpsoxBtxqNlswmfxl+JU19AK1XUlJHqJY7jD5IxESEhagTklVxQzUPsXFZSgOZeX4liliNCaTjuDgwOesrO2czjLsdgfgPwaqOidARkY72rRpxalTZzh//jxZWVkcP36ctWvXEhcXx8MPP0R4eITfcWfOnKGgoED9ozty5EiaNWuG2+1Wt8XHx2OxWPyuoy7PgpKSErKysggKClLz9kRR5MSJE5SWlpKWlobRWNW1156G+Py61tH65OpD65Ork0D9kpyczLx587BarZhMJs6fP09BQQHp6emEhfn/3bnaqO34EtA1wJk8ud8qOrRms7nSyJgHH3yQESNGMGjQoGvfyXvwwQf58ssvmTt3LiEhIWRnZwPyQLdarRQXF/Piiy9y4403Eh8fT25uLu+++y4nT57kd7/7XZ3Oee+99/L6668zc+ZMn7X2qqLBSrvWEuU6G9K1Hj9+ktWrf2XfvgMYDAZGj76Bbt26qKqAoljG+vW/0LhxAiEhIRw7dhyTCex2Od9KWbRb/rc8a2MwuHniiYc5cOAQO3fuwWIxM3BgPyIiwtXz2u155TNwkhtJUkITlRkmOTxRdlzkmSjZAQRlRkjG0+Y6nTK9BICz6Axuez6uskLKShzojCKnzmzHZItEkCRwluEqycVZdA7J7ULQGzEFN0JviwSDCberDEdJDpLokM9htKK3RmKKSEZvCUUnGORzAsXF5xAEb3VLZdHywO2jhB/WFYejCJfLjk5XHvLne069quDpXVbdOYuKcjzhkjrPcaKXmIngmfVTlEHlsM+6XocckuqiuDg3YPsovytjxNuei2k7m81IixZJ6HQp6rbTp0/z0Uef8tZbbzJhwniio2PQ642YTFYEQc7xSElJ4cCBA2RnZ/PTTz+pIckKR44coU2bNgDs3LmTqVOnYjab6d27N9dff73PLN/evXvZsmULgwcP9gmZLygoYPbs2WzatElVi42Pj2fAgAEsWLBA/SKdkpLCY489pt6j9UVDfH5d62h9cvWh9cnVScV+ad++Pd9//z0rV65kyJAh2Gw2mjVrxvLly2v87nolqe34asgzeYmJiT7bn332WZ577jm//WfNmsXmzZvZtGnTpTeuBlxyJ2/q1KkA9O/f32f7tGnTmDBhAnq9nn379vHpp5+Sk5NDVFQUXbt2ZfXq1eoLSW0xGo3861//4o477rhY8zWuMGvXruXLL78kNjaGIUMG0aVLB4KC/GeI5NwliWHDruf116fy888rSUm5C1Be9h1+x1itFjp0aEuHDm39yhTKFRH9J+3lcDxHwDIZebteb8JgMKMTQnFLcn1OZynFuQc99oEye+UWy7AXZiHln4EKSoyS6KQs/yTY8xCMFb8gSUjOEnQhcRhtUYDvA1h2SkSf5QbUIytpH38EDAaTuvSC0gYuV+A2qE5ts6ITUjMUBcvAZVWd0xu93oReX54/6HbLiqOKE+pra+Xto+Tk1QT5nEZPLp+Sl1gWMEy8Yvs0ahTN5Ml3Mm3al0yZ8j+ioiI9obHyTHVQUBC9evXiD3/4AyDPquXk5JCdnU12djZ5eXk0bdrUyxZ5HKSkpLBu3TpWrFhBRkYGffv2pVmzZqxdu5YtW7awYcMGJk6cSMeOHQFYs2YNGzZs8LE1KyuL5cuXk5+fT48ePcjLy2Pfvn0cO3ZMFTDS0NDQ0PAlNjaW/v378+OPP5KRkUFkZCTXX389H3/8MTk5OT7ig9cCDTkn78SJEz7RfoFm8U6cOMEjjzzC4sWL/aJmrhSXJVyzKiwWC7Nnz76oc2RmZvptu/3227n99tsvql6NK8vWrVv58ssv6d+/P2PHjkWn0+F0lmK3F/rt261bZz7++HPefvtDQkKCGTv2xnq0pIKiZS2x2aI8DkU5kuSmQK234kNP8JoE1IG34yHoym0JVOaufjasrphMVsxm/8W67fYCnM6Go8QoCDpstnC/7S6XmdLSvEtyTr3eFPCcDkcJZWVFNaqjUaNYHnnkXvbs2c/p09meBH4zer2Bs2fPMmPGDPbu3cuNN95IVFSUujCvshSN2+3m4MGDbNiwQVWM7d+/P82bN+eXX35h2bJlbNiwAYPBgMvlokePHpSUlPDZZ5/RunVrTCaTjyBRz5492b9/P06nk/79+zNz5kzWrVsHyAvJV/zyqaGhoaHhy4gRI9i8eTPffPMN9957L+np6YD8XnvNOXmCoCqJNxSUN6zQ0NBqU7o2b97M2bNn6dKli7pNFEVWrVrF22+/TVlZWb1Ht1THZV8nT0OjInJOlaiqPYIshPPll1/SsWNHbrnlZnUJOIPBgtWq86ghKgtNC7Ru3Zb77/8jR44cpWfP7oSEBKuhlfLC3wa1bkURUpLc6gLV3uF2ssqiC0EweI5VwjXduFwO3G6nRy3S5Anjk9QyUXQgCILn5duIXm9WHbxypUn5fHGtb6Ss6CyO4lycF3LQ68owBUViskWhb9IVnGU4S3JxFGThKr2A0RaFKTQevTUSwWBEdBTjKD6Hs/Q8elMwpqAYjLYojHojgsHsUXZ0eilUGjwzP+UqoECA9nF52kdS20dRAQ3UX2ZzMHq9ST1ODvWsTBVTDmX0VvcE1P4M3F/+9oBODZ1U+stbNVS2U/SzRxFwKb8Otyd8Ri63WsM9s5NOBMGOIOg8s5cGT/gmSFJFe4wee/CyR1QVReV9TAHbzmi0Igh6r7arrH1klU6bLYju3bur55X3kxVSf/11Hd9//z0bN24kKSmJpk2bYrFYEASB7Oxsjh07Rn5+PpGRkfTr149u3brRqFEjJElkwIAB9O/fn2PHjnHkyBEiIiJIT0+nqKiQF154kcWLFzNy5EhSUlLo168fTZs2pWfPnjidTlwuFyUlJSiKqwDNmzcPmJOnCA/YbBaf69PQ0ND4LWK1Whk9ejQzZsxQZ+9CQ0PJysq60qbVO3pBhy5AHvvVjIB/dE9lDBw4kJ07d/psmzhxIunp6Tz55JOX3cEDzcnTuEK4XGU4nXays88wZ848srPP0KVLB4YMGYjZbGHp0sWIosiNNw6mpOQ8gMdBKXca5BBE+aVSFN2kpCSRkpLkcWLKw+BcLgd6vRtJKs+pUsLyyvPolFy1cjVESXICbtxunfpyroQCyvs50OlcqgOoOCmSBE6nZxkAMc/jANq9VBZ1GAyeqXyDBSkoCr3bgilIVqSUDGYkvRldkBFDaBy62JZquyl5gIKgR5Dc6MKbogQFKHlubkGH5Cp3gBUREUGQUL5Lud1On1y58uUNlDao2D5OnE67T/vI9ui9nCq32j5Km5Q7wZJXmSL44a3SWR4S69tfVGJPuVOu2KM47lXbI3r6otwe77GlINclqs67TifivfxDzexxe8pcOJ12z/gRfc5Zk/ZR+si7fXQ6UXXSFXvatUujRYuH2bPnIPv3H+DQoQM4HLKTGxUVRceObWjduhXNmjXzfLgQPaJG5eOnUaMIGjXq7BkzRVitAn379mTx4sW0b9+KRo3iGDdunOqcGY1GjEYjVquVCRMm8MMPP2A0GnE6nbz//vukpqYyaNAgnE47dnsxzzzzPGFhofz5zw+i1+vV5TOMRgsGQ3UiPxoaGhrXHoqS5j/+8Q8mTZpEeHh4rZUrGwINMU+0NuGlISEhfmuABwUFERUV5bf9cqE5eRqXjdzcXAoLCz0Ok53IyHA+/3wmZWUOOnRoy9q161m58heaNEkgO/sM3bp1ISgoSD1eeVEPhFxn5blaVeVNVZXDJb9Al4ut+J5TxOVyVJrH5XSWILpKKi3ztt3bVpfLDuhwB6hXmQ0UBP98NnnmKrB6pezwiBDwq5TkmYEM/JWpuvbxXU7A95yV57JV3pcX21/1Y49vn1R9zsvfPpWd02w206lTWzp1qvwPijwTGWh74DzJ66/vy5Yt2/nqq2+5885biY1N9Bsr58+fV9c5BdSv0JmZmQwaNIiyskLmzfsRl8tFbu55Tp48TdOmTTxCNfK41Jw8DQ2N3yI2m41BgwaxdOlSdu3ahclkwumsWa53Q0Ln0ddsWDQ0e33RnDyNy8L27dt5//33fbZ17dqJrKwzPPzwH2jSpDEZGR154433OXnyND16ZDBixJArZG1tqPwBcDGPhkCZer6llVPXL2V1ldPXuLYxmUyMGjWMr7/+nldffYPBg4eQnJyMxWIhOTmZkydP8u6776rKmiALIZnNZi/xK4EjRzLV8nff/ZgWLdKYMOF2TwiLNu40NDR+u9x8882UlZWxa9cuzGbzNbmk17U+kxeIFStW1I8hdURz8jQuC8uWLaNp06b8/ve/Z/HixWzatImNG7cyYEA/mjZNxu12Eh8fx1133UpsbAwxMb4Jxzqd3rM4uV7NQVLynxQZe0UtUQl9U2aDlJwyeSkEOezS6Sxfs64ydDqjl5qkpObyyXlTerVeUGZBHDgcxerxgk6PwWBTw/7ckoiAgNkcisFgQfAsL+BylVJWdgG93ojRZMVgsKDXmxAEvZpXJ+cBGtX8MNCpOWfyzB8oL8oVnTU5PFTODZQnDSW1TknCk9sl1wnKMgBKzqKxQs6iy5OXWLWCZV36SxZvqdqBldvG157yHDiD50fvdR0un/7ytkcUXV5tVzlGo9UrJ0/yap/yHMHat48Bg8HkZ4+Sk6dchzJmfcezsYI9rkqVQb1R1D1r0z6KPZ07dyE9vTVLlixjwYIF6vIJVqsVt9tNdHQ0+fn59O/fnxYtWnD8+HH69eunrvVks0UwatQopk2bjk6nw2AwcODAIT74YAbjx99BQsK1JTCgoaGhUVt69uzJunXruHDhAj169LjS5tQ7ugYovNLQP0AKUnXyl9c4BQUFhIWFkZ+ff01+OfFGkiTy8/Mv+SKpTqeTI0eOkJ+fj9Pp5Pz58/z0009MnDiRrl274na7yc7Oxm63exZsFtW8u8qwWEIxGutPkrYylU5vgoKifNZyqwmFhdlVLkdgMFgIDo712XYx/VK+WHzlmExBmM1BVe5TG0TRSUnJhSr3sVrDVKGWmlKdSqcg6AgOrl9noLg41ydPTkGSJAoLi4mIiAyoilkVNWuf8HoNT6yJSmdwcLTqjF4MJSUllJaWMnPmTPbs2UPfvn1JS0tj2rRp/O1vfyMhIaHSY8+ePct3333nk5zeokULHn300WrPe7meXxo1R+uTqw+tT65Oatov+fn5nDlzhrS0NM/SUFeG/fv3s3fvXvbu3YvD4SAjI4PBgwdjMpX/3arp+7OyX2JQXIMTXnFLbk4UZzdYH0GbydOoM263W1UK1Ol0lJaWsmDBAlavXu0TT240GmnRooW61pYgCDRqFIPyhUSvN2CzRaqzFb4qi0Z1xkxRQ5RnmPR+L6wV7fFGyUlT1hUzGCzYbAbPbIVyTkFVLJTPqfcRePFWfJTrlFQRF1nlUEdQUCyiWIYoOnC5ylRRE1ll06g6PsoaaTpduRqkt62iywGC4JnR8z8noNoTFBSlqi+Wz8AZKFd2NKrnVIRJArWPKLrQ6XRUVD1UzimHWsiKkXJ/Ob1UMfFqt+r7K1CZ2RyCwWDxGgeyPeXjwBjQHn9bRU/7+JfJs6rlfWmzRahjTm4/Ub0Gp1OHxRIScPxcbPvo9caA9lTVPlWNZ6PRil5v9BkHoEOv91bh1NW6fQLZY7VasNlsPPjgg4B8P69duxaA0tISv5lk7/aJiYnh/vvvZ/369cyYMQOLxcKAAf09fa2pbWpoaPy2CQsLUyMgrhTFxcW89957lJWVkZGRgdlsZtGiRaxbt47rr7+e6OhoYmNjsVr91yyuit9iuOaVRnPyNGqF02nH6SxVX4gLC4sQBIHQ0BA+/XQme/bsB+CRR+4lJiZaVdATBB0ORwFlZfiFSSqKmYDPrIr8EutUHwoVQ+DkF99yRUjvUD9FFl8OB6woYiGgLCUgKxl6n1MOtwtkj2KrJLnUUEnfc+p9wjeVcyrhdABuUV6CwfdaBEpK3bjFXM/+Tp8yvcGEXm9BpzMEaANlQWzBr+0Ux7Wy9lFCPr1tVc6pKHgq1+J/zsraTumTQG1XXX+Vq2KWq1eKHgdAXnC94jkVexT8y7zPWbPx43KJgAOHo4SSEh3KEhm+7aNHUcWsGCZZmT2+7RPYHm+VTt/2KS8LNJ4D2yOHlcqL1VfePuXKsnW3p02bFJo2bcLUqVO57rpexMTEEhxsIzQ0hIgI3y/XgqCnbds0/vnPZzAaZccuJ+cU+/Yd4ODBIxQWFhMaGkr//gNITU1FQ0NDQ+PykZ+fT1lZGX369FHzqgcNGsR3333Hd999p4brt2nTplb1NswlFBo2mpOnUSvKyoo4dOgw27btYvfuvRQXyyqR8fGNyMo6A4DJZCQ+Ps7rxU6ZIQhcZ93L3J7/BiqTqsi5q7s98ixTaaXHiWLgxchlKf5SpAC5WpLkxi06EMVAMxkSbtGFXh9YxbF8uYdA9lTdPm53GYFz4CSPgx1YiKXufVJdf1WWx1a1umVVuZV1t8et5qwF7JNLZE/l6rF1U9usiT1V9WVN7dHr9UyYcAc//LCQn39e5TOTHxUVwaBB/enUqb0n308ePyZT+Z+fGTNmcfToMQwGvcfJhs2btzBp0iQyMjIqtV9DQ0NDo35JSEhg+PDhLFq0iO7du5OamkqjRo144IEHEEWRoqIidu/ezeeff16reoUGqK4pNTB7K6I5eRo1wu12s3XrVhYu/JFTp7KIiAgnI6MTzZo1xel0sXPnHsLCQunUqT0dOrRtcFPylwMBoRpZkcqQ/ELgfErrrIopULnQiaa0qVE7goJs3Hbbzbjdbux2O0VFxeTmXmDz5m189dUcduzYzU03jSQszD+vQa+Xv+66XCI2mxWn04XT6eSTTz7BZDKp60hpaGhoaFx6brjhBvbv38+0adN4+umnsdlsgPxBLywsjF69ehEbG8vUqVNrXKcWrnn50YRXNOGVKnE4HGzYsIElS5Zw7tw50tPTGTjwetLSmqEs7iwvaFxRadJftU+nE3C7K1dZlFUf/VUx5YWb/ZUUlXoBVSVQtsdXZbGu9lSu0qmoDzoQRYcnj8uEXm9S20DOx5JVFpV8Mp3OCJIbl1iG6LLjcpWh0xvR600UFzsID4tAkmTFR5erDEUV02CwoNMZkZDU/EFvVczy3EGlfdwV2keiXEmxYvuUX6OSF6Xk8ul0ujq1j9xfdbWnetXHutqjjIFy1VA9gmBAXvDe1x5B0FNUJIcNKuesnT06T5nTs9C7tz16vNUrfVVM9QHtqax9lHuvKpXOcntE1dbLbc+OHdv57rt5OJ1Obr55DN2792Dv3t1kZmZiMhlJTGzCoUNHSEhoTIcOHSkttfOPf/wDp9OJwWDggQceoGXLlpqgxFWGJvJx9aH1ydVJQ+yX3NxcXnrpJVq1asU999zjZ3dthVeahzZF38DCNUXJzcGC4w3WR9Bm8jRU7HY7S5Ys4ejRo5SUlFBSUsL58+eRJImOHTtyzz330LRp0xrVZTQG3q6vRqyyakXGqtQIq1YqrKs9ULk9RmNVSceVK4Easfn8LkkSTmc+RpMVQRAwU9WDpCqF0dqpWdbkuItpn7rbczFUfs7aqH1KkoRe7/Asc3Axf5Drx57aUNlYh0oLgEtrT7duvWnbthPffvstX345iw0bNnHo0CEsFgt2u53Ro0czevTN6jEmk5levXqxcuVKXC4X77zzDg888ADx8fGXxEYNDQ0NDV+ioqIYP348H330Eenp6fTp0+ei6muIi6Fr4ZoaVx3eqo/K+nBVvajm5OSwb98+1q9fz/Hjx2nduhVRUZHYbEFER0fTsmVLYmNjcbtFj4CI4LM2mHxOtzpDIH/N9xafqNweRe2vXBVT71OmzJQIgs5H8c+7rHp7DD5qkhdnj6iqGtbeHqeXPb7tI4pOnE47BoMRb8XIS2vP1dY+V8Yeuayi+qfbswahwzOzWRt7lDK9X19enD2VtY8bRTn1StgTqC8D2WOz2bjzzjuJiYlm5cqVjBw5gmHDhjN16lT279/P0KFD8eaWW27BZrPx008/IYoib7/9NgMHDqBr1640bpzopxCroaGhoVG/dO7cmT59+vDNN98QHx9/UWJYWrjm5Udz8q4h7PZCXC6Hj9DCkSOZ7Nq1l9jYWHr06Omzv9vtZs2aNcyePRuHQ1bgu/vu22nduqXXXrIKZWHhOfzzt5QbVs4Zq1gGqCFbFfFW5qtNmWKPfL7anVOx9/LaowhtVH6s2y1it5dgMChKoopaYu1trVn7EKC/vI+tWK/g9fJ/Oe2prL8uvT1yXlkxRqO3kM6VsUfm6mmfi7WnT58M+vSRxVSKi3NITm7CkiXLEUURvdfUscFg4IYbhmG1Gpk9ex5RURFs2bKVpUuXER4eRps2rRg+fBgRETEN7sVBQ0NDo6EwduxYDhw4wDvvvMNTTz3F5s2bGTRoUK3r0WbyLj+ak3cN4XT6qj6uWLGGn35aCoBOp2PXrj3cffdEQI61/vzzz9m/fz89e3YnObkJR48eIz29eYVaK1ffC+zclZdBZS/vlb1gVl9WnT1VnbMqe2trT0lJKevWbeTUqSwEQaBJkwRSU5NJSIhXX1Tl4+pyLRJud2CVzupsrVn71N6eqlJ3L509lZ33t2VP5Vwb9iQnJ+JwODh+/DjNmjXzKXO5yujYsQ179uxl376DdOzYngED+pKdfYYNGzaxdet2/vSnR2ocRq6hoaGhUTtMJhP9+vXjm2++4dNPP+Xo0aMcPXqUcePG1aoenSD/NCQaumiJ5uRdQ8iLHZe/wK1e/av6b6PRyMGDh/nll18A+Pnnn7HZbDz88MOkpDTF4SimY8d2l93mhsiFC3m8+eb7OBwOkpOTcLtFli5dyU8/LcVkMpGc3JSUlCRSUpJp3LgRFy7kc+LESdxuiSZNEoiJiUKSJLZu3cnevQcxm00kJjYhObkJjRrFUlpaSl5eIXl5+eTl5RMUZKNZsyTCw8sXSC0rKyM/v4CCgkKcTkU+v/xxFBkZQWysNsOhcfXTuHE8JpOJgwcP+jl5gqDHbDYzceJ4tm7dwdKlK9m5czdxcbEeBU4Xr7zyCsOHD6d79+7ExsZeoavQ0NDQuHY5evQoAKdOneL6669n9erVvPjii7WqQ4+AnoYWZt+w3TzNybuGCAqKUlXuRNHF448/TGmpg+PHT/DVV98AsGbNGkpLS+nduzejRo3CarUiSRJGo0U9TsnDKVeT1KkKehVVBBXHslyZT/JT7au5yqKe8nw1eT2tutvj9NjjryJ4sfYsXvw9BoOBp576CxER0QiCgNPpIDPzKAcPHuLw4SMsX76GhQt/9oSv+T4kTCYTBoOBkpIS0tJSyc8v5PDhY+Tn56uKlgoGgwGXS3bibDYbNpuNoqIi7HZ7teMhNDSU5s1Tad48jfT0dKKion3aTllbTZIEzp/P49y5HPLy8igoyKewsJDCwkKKi0soKSnF6XTidrtJS0ulffu2NG+egslkrqK/9Gq7K2WV9VdFe7zVG6vur4qqqr79FUils6b2iKKT0lIXRqPFS220LvYYq1ShLLdHuW/FS9w+NbdH7sva2+Or0lm9Cq5ebyAlJYVDhw4xZMiQCveKFYPBhNvtolu3HiQlNWP//gOcOXOONm3asnfvPk6cOMFPP/3ETz/9RHJyMrfffjuJiYnV3h/VceLECbZt24bBYMBqtao/FosFq9VKeHg4ISEhF30eDQ0Njaudjh07EhISQv/+/YmJiaF3794sW7asVnVoOXmXH83Ju4YQBMEjq29k7txv2bVrF927d+fQoUMIgsBDDz1EaGgosbGxGL0k+OQbTxatqExhT34xrEzBUpbdr6qscnXLqhT/DFelPUeOZNKjR0+io+PUErPZSsuWrWnZsjUAoihy4sQJjh07RnR0NMnJyeh0Oo4fP87x48cpKyujc+fOJCQkIEkSZ8+e5cKFC2RnZxMaGkpkZCRRUVEEBwdTVFTE4cOHyc7Opri4mJCQECIiIggPDyc8PByTyb8dTp06xf79+9m3bx9btmxDkiRatmxJr169cLvdZGdnk52dzZkzZzh37hyiKHraVUdISAghISEEBwcTGRlFkyY2TCYTbrebXbt2sWHDRqxWK+3bt6dz5860atUKg8FAVf0FlfdXTfqy8v6q/BEml9XNHr3eiNnsxGIJrfBH6VLaU/exfinsqf97r3J7mjdvzqJFi1SJ8Yrnk/vERFhYFIMHD1P7ZOjQUt544w3OnDlDnz592L9/P6+//joPPfSQ36xgbZk3bx67d++utFyn0zFgwABuueWWizqPhoaGxtXMmTNn+Oijj0hLSyMmJgaA+Ph4Ro0aVat6tJy8y4+2Tt41uE5efn4+Tz/9NElJSRw7dgyj0cg990ykZcsWFBWVEB4egbJ2mDL7AuWqj8rskzJLoHyR91Xfc6tr1pWvHaYIOkheMyiKap9OrVeZCfBWWSw/59Vvz8MPP8y4ceO47rrrLqqfzp49S3BwMFar9ZKun1NUVMSuXbtYu3Ythw8fBiA8PJy4uDji4uJo1KiR+t/qbJAkiaysLDZv3syWLVs4c+YMVquVDh06kJGRQcuWLdHr9RfZX+XrsskfH8rVJMv7UqQ+x4+yHqC3SmdBQaHH4ZBqZI8y43Up7Kl9+wQe6/VhT/lxF2+PctzJkyf5z39eR5IkevTooSprVhx7ge6T4uJi3n33XU6cOEG/fv3Yvn07DoeDZ555xm+mTbHn6NEjHD16DKfTRW5uLsOHDyc6OtpnX7vdzs8//8yOHTsoLi6msLAQp9Ppd0/85z//wWqtajmVa5eGuPbXtY7WJ1cnDbVfiouLefXVVzl37hxDhgxhzJgxallt18nrEpGGQah2XaarCpcksvnCoQbrI2gzedcgx48fR5Ikbr/9ZtxuEbPZRFBQEHZ7AaWlxRgMLs8LWlX+vVBFeWVlyoOrtsdVR1X11rWsbvYUFRXjdrsxmapec6w63G43//rXvxBFkddff/2i6qqO4OBgevToQY8ePbhw4YIaclYXBEEgISGBhIQERo4cqTp8mzdvZt26dSQkJHD77WOJjY3i6hk/1eFfryRJFBeXoNM5qPzv8eWzp3w7VZyzLvfs1WFPdHQoTz/9ONu27WTp0pUcPXqURx99tEZ/VIOCgnj00UdZsGABP//8szor/d577/GXv/wFAJfLgd1eiCSJOJ1O/vvfN3zqaNkylaioKJ+XL4vFwogRIxgxYoS6ze12k5OTw3PPPQfA0KFDf7MOnoaGxrXNqVOnmDZtGufOnQOgQ4cOF1WfQAMM15Qalr0V0Zy8awSHw8HMmTPZu3cvBQUFBAXZCAkJ8pEk96V6pbzal11MnfVtS03OV3N73G43p05lsXTpCnQ6gRYt6r5WDMihXsrL6M6dOy9q7ZnaEBERUW91VXT4jh49ypdffsHrr7/D8OGD6NOnRyUP9Ms9fqqjKnskqDRc40rYU5fjanJsXeqtX3tCQoLp27cn6enNef/9T/nkk0/405/+VKP18IxGI2PGjGHgwIHs3buX6dOnc/ToUU6cOEFiYiKiWL60jNFo5MYbhzNv3k8EBwcxduxoWrVKQ5Kkal9AdDodsbGx/O1vf8NmsxEeHl6tbRoaGhoNCUmSWLlyJbNnz1a39e3b96JD4BtiuGZDs7cimpN3jbB27Vo2bNjA4MGDiYyMJC0tpQoHT6OmuN1uVq5cyy+/bKCgoJCQkGB+//txhIaGX3TdUVFR5ObmcujQocvm5F0qBEEgJSWF//u/J/n226+YP38Rhw8fZdy4m7DZtJkOjZoTExPN3Xffzdtvv83mzZvp2rVrjY8NCQmhW7dupKWlMWPGDDX3WBaUKadnz64kJTUhNjYGk8mkhpDWlISEhBrvq6GhodFQkCSJefPmsWjRInr37s2xY8coKyvj5ptvvui6NSfv8qM5eQ2QnJwczp8/T0hICKtXr8btdnPgwAFatmzpEy/tnfMi5+FImM0QFBTpUbvzVsIrV6FUQjkDqfbJL0uSepy3qqEiqiCrE/qrYiqLe7vdTo+KIF7H6epsj3feT+3tUdrH356SkiI++2wGe/fupWfP7nTu3Jm0tOYYjaZ6CTlQ8ntyc3Mvuq6rBZPJxO23/542bdrz2Wef8c47HzFx4l00btyklv3l9JTpvPLDdOpxsiqmzus4Qc0pq6j6GGj8lCuuBrZHEPSIopHg4LAKiquKPUYEQbhs9ni3j/+9p7/K7CnP56toj/+zILBKZ+vWsaSnp/Pzzz+TkZFR6/stMjKSRx99VP3daLRgMJh97ElJaeHzjGloYUQaGhoa9c3cuXNZvHgxY8aM4dChQ5w5c4bHHnsMs7kyka6aoxcE9A3sOSs1MHsrUisn7+WXX2b27Nns27cPq9VKr169mDJlCi1btgTkl9a//e1v/Pjjjxw5coSwsDAGDRrEK6+8UuWXz+nTpzNx4kS/7aWlpWruUFFREZMnT2blypX069ePjz/+mKCgIAAmTJjAp59+yssvv8xTTz2lHv/9999z0003VbkQb0Pk22+/ZceOHYAsoOF2uykoKPCLl5bVNuWXMaNRdvrsdtFLUEHn94Xbm8rVNgUMBhOVKezp9boqFPZ0qj2Byupijyx4cTH2+KsTnjx5kg8//JDi4mIeeOAB2rRpU6lddaW0VF68Pioqqt7rvpIIgkCHDh1o3Lgx77//Pq+99j8sFgvt27fnrrvu8jhKdesvRT22svFTlZpkbcaPHLpXiiDoMBgqV5O8XPZ4U/W9d+3YM3DgQN555x127txJ+/btK92vpnirD1emRqqhoaHxW6WkpITFixczfPhwjh8/zr59+7j//vtJTk6ul/q1mbzLT62cvJUrV/Lggw/StWtXXC4XzzzzDEOGDGHPnj0EBQVRUlLCli1b+Pvf/06HDh24cOECjz76KDfeeCObNm2qsu7Q0FD279/vs81bHOL1118nODiYxYsX87///Y/XX3+dZ555xmffKVOmcO+999Zr3tHVSPfu3dmxYwepqak89NBDFBUV8fbbb9O5c2efr+6SJKlf1uX14+SZPafT7pkNU1T75LDO8i/rilKg0Ut9r3yWTVE1VJxFRV1PmS30XbOucnvkcyqzbGKt7FHU/urTHkXxb/369cyaNYvY2FgefvhhP9W9+kKZyevdu/clqf9KEx0dzRNPPMG2bdvYuHEjGzZsYMSIoYSFhfv1V/nYolbjx3eWrfw4wGemqFz1sWbjx+Vy4nTacTiMHseganvkNeIqrrPob49ynd7H1cSe2rZP/djj9Lr3LsYeI4qab23sadmyBW3atOHzzz/nscceIy6ufMmSa4GcnBwiIiLQ6/WUlpayYsUKrFYLoaEhGAw6EhOTCAsLr3aWUWnXlStXsnbtLxQXFxMeHk5aWhodO3YkLS3tMl6VhoZGQ+XYsWMAbN++nezsbCZPnkyrVq3qrX6ByjPcr1Yamr0VqZWTt3DhQp/fp02bRmxsLJs3b+a6664jLCyMJUuW+Ozz1ltv0a1bN44fP07Tpk0rrVsQhCr/iOfl5dGiRQvatWtHeno6OTk5PuWDBg3i0KFDvPzyy7z66qu1uawGh5L8ev3112M2mzGbzTz77LOUlFygqOhcpcdJkuSlrtnQh279kZ19lrVr13Po0BHy8wsQRZEePXpw2223BVyDrr74wx/+gCRJNG7cmPz8/Et2niuJXi/Qpk0KmZmHCAqyYTIJlJUVXmmzqkWSJByOEsrKGp4a2LXELbeM4IMPPuXNN9/kT3/6U4NXsiwqKmLOnDkUFhaya9cuOnfuzJgxY3j33XfIzj6DIIB34EloaAjt2rVmxIgRhIf7f2xyOssoLr7AggWLWLt2Pe3bt6F16xZcuHCBzZs3sWzZMlJTU7n//vv9lqTQ0NDQ8EZx8goLC7n//vvrPYJJm8m7/FxUTp7yYhoZGVnlPoIgVKtCVlRURFJSEqIo0rFjR/71r3/RqVMntfyhhx5i4MCBPPPMM6SlpbF06VKf4/V6PS+99BJ33HEHf/rTn2jSpEndL+wqZ+XKlRiNRr8vtKLov4aTRuWcOpXFsmWr2LVrL2FhoXTs2J64uMY0btz4snz9Vsb3tRZO7I0yo3Po0BFatEirkVKihoZCUJCNP/zhTj744DP+9a9/ERsbS1lZGSEhIQwdOpQuXbpcaRNrxZEjR/j111/V361Wq+er+RlsNivNmiXRqFEMXbp05NSpLE6cOMX69ZvZsmUHjRs3xmKxYLfbKSsrw2azodPJM4K5uee56aYR9OhRLlIjSRI//riEVat+4ZlnnuF///vflbhkDQ2NBkJUVBRdu3Zl7NixfmuM1gc6Qf5pSDQ0eytSZydPkiQef/xx+vTpQ9u2bQPuY7fbeeqpp7jjjjuqXO8oPT2d6dOn065dOwoKCnjjjTfo3bs327dvp3nz5gAkJydz8OBBzp49S6NGjQJ+Xb/pppvo2LEjzz77LB9//HFdL+2q5tSpUyxbtoxBgwb53YR6vVFz9GrAqVNZLF68jH37DhIVFcHYsTfSqVN7goMjMBob9kzB1YYisuG9ZISGRm0ID4/i//7v/9i5cyc5OTlIksTRo0eZMWMGCQkJxMfHX2kTa0xwcLD677CwMEaPHs2ePXsAKCkpZd++g+zevY/Y2Bg6dWpPhw5tue66Xqxfv5WCgiLsdjuRkZGYTCZKSkpwOh00bZrI2LGjSU72jZQRBIH+/a9j1apfKCsrQxRFTXFZQ0OjUrp27VorNePaInj+15BoaPZWpM5O3kMPPcSOHTtYs2ZNwHKn08ltt92G2+3m3XffrbIuZaFmhd69e9O5c2feeust3nzzTXW7TqerNi9jypQpXH/99fz5z3+uxdXITuvVOqMiiiJnz57lwIEDLFy4kNjYWIYMGeJnr9UarubEVFShVPJlHA49ZrNNzclT8nDANyfGVwmvPL9JVskTKtTrnaMj+ajkud0iLlcZouj0sseEXq+oAXrn6FS0R0QUxYu0B7XesjIH8+fPZ+XKlcTExDB+/G107twFk8nsk5N3uVHG3tU6/i4Gvd5IUFAUubkXaN26DUajrQb9pYwfnU9+pbfqo29OnhO3O9B49s73LFfplMsqHz9utxtRdGK3uzGZgtDrjao9gcazwWDyU7e8WHvkc+pVewKrUNakfXzt8c15rak9yr13ZexRPuhlZGSQn59PWFgYTqeTV155henTp/PEE09gMDQMoejk5GT++Mc/YjAYaNGiBUajkdjYWEBeaFiS3OzYsZPCwlLM5hD0egNBQdHcdFNKpXXKz47A/RUcrGPy5MlMmzaNDz/8kEmTJqnLStQH1/Kzq6Gi9cnVybXYL7W9FqEBhmv+Jp28hx9+mHnz5rFq1aqAYZFOp5Nx48Zx9OhRli1bVuUsXiB0Oh1du3bl4MGDtbbtuuuuY+jQoTz99NNMmDChxsfl5+dfdTffuXPnWLhwIVlZWbjdbgBatWrF9ddfT2lpqarOWDUu9V9yTl4per3e8+LkAsqqONZRRVlVM4Yuj5JnAW535bM3JlMQRqPZ57hLY4+T/Px8Zs6cSVFRETfeeCMZGRno9XrKypyUlV3Z2U9JkigqKgK4JvO/9u/fj8FgwGAwYrcr47Hq/qocVzVl9TN+JEmirMxFaakTQXB57p0CdUHtQJjNQRXUKS/deK6cS9U+dX8W1Jc9Fe+TW2+9lU8//ZRly5bRvXv3Kuq5ulCU6kpKSgBZIfmf//wnBoOBU6dOkZeXz+rVa9m1aw9JSUnExMQQExNDQkJCLZzZ8rZLSUlhwoQJzJkzh08++YSbb7653nKNr/VnV0NE65Ork2uxXwoKCmq1vx4BfQNzmtwNzN6K1MrJkySJhx9+mDlz5rBixQpVAMQbxcE7ePAgy5cvr5M8vCRJbNu2jXbt2tX6WJCXeujUqRMtWrSo8TFhYWG1dkbrE++v45LkprTUruZQNGrUiHHjxhIbG4PNZkWn06lf+sF79kBU18YqV8IrXyNOkkAUTYSEBPutjeWrQqko85Xb473+lXycspaZO6A9ouhEr7dUfsHIMwBms0UN6bsYe8rX6iqfIVBmHnJycvjwww8RBIFHHnnkkqll1hXl40JYWNg18/B3u93Y7cWsWbOGefMW0Lp1KzIyunjuscr6S1knT1nLrHxGR1nrrXzm11eFUhk/FWeUy8eP229slc+y+dujqFOGhoYiSSIuV03Gs9FvPNeXPRXbp+KM18W0T/kalQ6vGUqjOkMpq42W4nLacbud6PVmDEYLBoMFEDzPASei6PLYavQsgVGdPb6Kvd7XEehZoDwHQkNDcLtFmjVLpFWrdObPn4/ZbKRv334NPuczLCyM5s2bs3fvXnbv3s2hQ4dYs2YNbrebmJgY7rjjDpo3bx5w/EiSwM6duzh69CjXXdeX8PAQ3G43er2eDh3aERQUxHvvvceMGTOYPHkiZrPJZ/wos6214Vp8djV0tD65OrkW+6W216Hl5F1+auXkPfjgg3z55ZfMnTuXkJAQsrOzAXnQWq1WXC4XY8eOZcuWLcyfPx9RFNV9lDwCgLvuuovGjRvz8ssvA/D888/To0cPmjdvTkFBAW+++Sbbtm3jnXfeqdNFtW/fnvHjx/PWW2/V+BhBuHIqesXF59XQJ4WysmL13716daVJkxgAXK6azN4FRp6dKKak5PJ8SaruHJIkYrfX7ktQbdHrTXz88cfo9XoeffTRq3Z5DWX8NdSHf1FREevXr+f06dNkZh6htNROYWEhouimT58ejBgxBJ1OR3FxTvWV1QLnJZqELVeidap9Uv14dl3y8VxbqmsfSZIQRTsQOIrB5SipdPZSb7BiqDSHVVCd0trYUxWB+mTUqMEIgpuvv/6WI0cOM27cWIKDr857vKaYTCY6dOigrnvqcrk4efIk3333HW+88QZJSYkkJSViNCoh8W7y8vI4ePAIBQWycm1W1kkmThzvOV6ut3HjSCZOvIMZM2bx0Ucf8cc/TvAZ0waDGas1rNb2NvRn17WI1idXJ9dav9TayfP8NCQamr0VqZWTN3XqVAD69+/vs33atGlMmDCBkydPMm/ePAA6duzos8/y5cvV444fP+7zxTUvL48//vGPZGdnExYWRqdOnVi1ahXdunWr5eWU869//Yuvv/66zsdfTio6eE6nk+nTZ2KzWRk//nekpVWej6FRNRs3bub48eP8+c9/vmodvMuBKIrk5OSg1+sxGo3qj8FQnvNUWlrKkSNHOHHiBMHBwYSHh2O32ykoKODcuXNERESQnJxMeHg4LpeLs2fPcvbsWY4dO8bOnTsBiIuLIyYmmujoSEJCQkhLa0ZsbMyVvHSNaqk8TF2S3JWWCbqqRDzk/NZL/TJjMBgYM2YEiYmNmT17PmfOnOPee++rUvG5oWEwGEhOTuaxxx5jw4YNbNmykd279+Jyiepsd3h4GK1bt2TdOnk92qKiYlwuF6dPZ3PixEmOHz/FiRMnyc29AMCRI8ew28uwWi2UlZWxe/c+cnLO06NHH/Lz8zGbzSQlJTWYXEcNDY2rH0145fIjSFdbItplpqCggLCwMPLz869YuGZpaT4uV3luyty5P7Jhw2buu28SiYmNUcKXAlPzMkmSKCwsJiQk6CJfvurHnkuNw+Hk3/9+m9TUVCZPnnzZzltbJElSBSXq+6W4sLCQ+fPns2nTpkpzOA0GA0ajEbvdjiRJWK1WysrK1DxQg8FAdHQ058+fx+HwzZOyWCzExcXRpUsXunfvTlBQEKWl+YhiVTlcVXF1jJ/yeyWYyrvk8o7nS3FOOQzaUelsnegqkz9CBXD2DAYr+kpn8nSq4Ex9Ud3z69SpbD777CucTif33HMPLVu2rNfzXw3Is5l5AVWUDx06wocfzgDAbDapTqBerychIY7ExCbYbFa2b9+J0+lUBV+OHj2G0+nEYjFTVuZQw8rMZjNDhw5l4MCBlYq1XMpnl0bd0Prk6uRa7Jeavj8r+90Y3R5jPf9duNQ43SLzcnZcUR/hYtA+010FWK1hqkLarl07+eWXDYwdewutWnVA/iIu58u4XE7cbpdH0c+IXi+Hv4qiC1F0eFQoBXQ6MwaD0aOE58LlcuB2O5EkMBrdWK0RGAzyH20lZ8Y7L0je7vKcT/6jX66KafCcM7A9ci6T2y9nyFu90jtHx1t9ULkO+QVG8soLMqh5URXtKb9Ot5/K4urVCykuLmbMmDGXt0OvEsrKynj11Vex2+307duHtLQUTx6PG5fLjShKiKKI0+nE6XRis9lIS0sjNjYWURQpKCjAbDZiMOiRJBG3201u7gUKC0swGo1ER0cRFGRRxXX0ej1ut0sN+VLGQbnKopKzKStiyuNSRK9XxpYJQQCXSx4Douj05Hgpaqy+41ke60afcVmX8SyPSV97dDojLpeRkJAIynPZKh/P5aqY5WqR8jU41BdyOVet+vGs3PP+KpSK8qfD8yPnwJWrewZuH4PBhCDoPXb62yPnz6GWy/2lbBdwOUtxlBXgLCvAJTowGKyYzKGYrWEIgh6Xy47LZfeyx4LBYPbLIax9+yjPLcnTz0ZcLgM2WyiS5PIbPy1aRPPXv6bw8ccf89Zbb9GjRw/69euHXq/HbreTnJyEt5qvt6oq6DxjXMlzQ80fLM9vljh//jynTp1CFEXMZjNhYWGEh4dhMhlwu0UkSVSPkceWt6KoC0GomF8Z2B5B0Ad8ERQEAZstwvP3QvTJySsokD8URkdH06xZMk2bJtK0aVOaNEnEYrFw/vwF/v73v6t15eUVEBsbw9ChQ+nWrRuCIPDjjz/So0cPTCYTGzduVD8QPfDAA9fU7KiGhsblR1sM/fKjOXlXCXKctp5ly1aQmprKgAHXIwiC3ywfKC+s9ipqc+AIMJEiSRJOZymlpRcQBB1BQZGeFyTfYVBUlOMXpiWKTpzOwDNB3vYoeR0GQ2D1NkUeXnmxlI8XKS7O9dtXPmdJwHq87TGbgzGZbOh05cqGeXl5LF68mP79+191QiuXi927d5Obm8tjjz1AXFxswH0MBgtWq//XKUkSMRrlF1PvsRQebiM83Ob5zUVZWZFa5p1vZbNFeInxlFNScsFvFsLtduF0Bh7P8tiqToGxGBAIDo7yG8+SJFFcnOOnnFvdeJakUkpLi7Fa9bUez6LooqTkvN++8nVXP54tlhCMRqtf25WVFeFw+B5fk/ZxOIoDlnjbo/SX93UAnDu5EYc9z2uLQBkSxYDRFo3R6h8C7XDIY8JgMBMSEh+gfZyUlFyo0p5AZQ6HkpPn8nGAvMePyWTjoYceYtmyZSxfvpxffvlF3a9r187ceOMwDAYDWVlnsFotRESEq3VJksT8+Ys4fvwkjRvH079/H0JDQzh3Lpe9e4+wefNmzp49G9A+k8lIaGgoYWEhfv+1Wq04HE4cDgc6nY62bVvhdrvZs2c/VquFmJhowsJ870FBEAgKiq70i7/896LcWQRZWbp79+5YLIEFgnbt2qX+22AwYLFYOHv2HJGRkeoz8s4771T3SUpKomfPnrz33nv8+9//5i9/+ctvOuRd49IiiiJ5eXl1EuvTaBgInp+GREOztyKak3eF8FbTFEUXu3fvYfbseeTl5XH33Xd7FOvkr9WXBgmHoxi93qx+cZakcvXKuuJyOXA4StQZOu+ZO1npTfkyrkcQlNm7ql5Sq8fpLFW/gitf3X/44QeMRiPDhg27qLobMsofyy1bttOnTw+Cg4P8kr5FUe4vZaZM6a/KHKCaUlZWjNFo8VN9DBRmVj/IokLKrBUo6645L2ppFHk8l/qsNVk+2+MOqIpZtdNVPQ6H3PblipLyjE1ljnB94HCUYDCYvWafnIiuMtCbMFgjkUQHbtGB5BWGK+gDhfAJnllOHW635PMsqK/2qQqn044g6Ln++v7079+fffv2YjIZOHHiOPPm/cihQ4cJCwslM/MEADablYSEeOLjG1FcXMKWLdtp3jyFHTt28+uvG9HrdYiiG7PZTIcO7RkzZjRNmzZFr9dRUlLMuXNZFBQUkp9foP73woU8jh07Tn5+IaLoHwY7fvzvCA0N4fPP5ZxxQYAxY0bSo0eGuo88ZiVq84ohCEKlDh5A3759SUtLY+vWrXTr1o3w8HBmzZrJl19+SXx8NI0axfqN59jYKB5++D5ef/1tPv74Ix555GH1WXGthJxpXB3MmTOHZcuW8cwzz9C4ceMrbY7GJcCAgKGBuU1SA7O3IpqTdwVwOIp91DNLS+189dW3NGoUw6hRQ2jVKpnS0rwa1KQMvkAvsVWVyTid9jq8OAoIQlWLYEo+szsVcVW1bFYV51TqDoTbLWK3F6q/nz9fwrp16xg3bhw2my3gMb8FkpKSGDz4epYtW8nKlWsBaNIkgQcfnKwKH0mSu8r+qpyq+0QJKaxtnZWPrZqM59I6OqeV57nJ7VMYsKzuVDeeXT7juT7qrC6Xz+Uqw+Uqwy06PWqbMnpjEDrKVdQkt4g9/zggIVVw2PV6q8+smCAIl2BsVf0tuGJ/JSfHAZCQEE1KSlOWLVvFoUNHGT36BiIjwzl5MotTp06zZ89+JMnN4MEDGDjwOuz2Mnbv3ovD4SQqKpKUlCSvvDQREAkONhEcnFSFLfJaeKWlpZhMRsxmMx999BmbN2/jrrtup337NuzYsZuQkBDmzJmP3W6nX7/eCILOM3Ncvy8XOp2Oxo0b07hxYyTJTVFRLuHhwbhcLubMmYvLJdKxYzsyMjqi15fPIlutRn73u9F8+OEMNmz4lfbt22Ay2TCbg+vVPo3fNmFhcpj/999/z4MPPniFrdG4FAg0PLXKhu3iaU7eFUERtFBYsmQ5DoeT2267xS9sJxAWSwgGg1ld10ieXRA9OR86nzWPlNyNkpK8Khdyrg6bLdKz7pzyEufG6Sy7BC/AMoKgw2YL98lNcbvdOBzFOBwlnD6dxblzuUREhNOkSYL6UpKVlc0nn3xJfHw8ffr0uSS2NSRuumksAwYMIjMzk717d7N69VrWrdtIr161XzzaYDBhNof45KNJkhu7veCiZugsllDPeC53ELzXfaw4nt1u0RPuV/cZukDj2eEorTS08WIRBL1nPOt8xnNZWVE1oddVYzIFYTJZK3kWyDl55Q695FmDM99P0VdBosIsvuCrLSbo9EQldMFsCVXVNeV19Mp8HNNaS2vrDFitYX7tU56Tp+QkFhASEoYciVC7/oqJiebWW29WfzcYLHTp0suvfUpK8rBaBTIyOtXqGhSs1jBPfqlAaKjveM7I6MrcufMwm8O4994HeOedd8jKymLo0MH89NMSNm3aTufOnenUqROJiZcuyV+ZKVy+fDUABw4cJioqkjlzfiA3N5cbbhjis39aWgopKUmsX7+J9u3bqHm4Ghr1Rffu3ZkzZw67d++mqKiI4GDtI8K1hhauefnRnLwrgMFg8grHdLFp0zb69OnucfC8h5TvS2y5kEK5g6dsD5Rbp5QJggGTyUZZWeB8F9B5ZlD8wzSVr8oV6xYEHUajWf76764sJE7wOAOB64XKzqnHZLL6rbOl0+kwGq1s2LCRWbO+VbebzSYSEuIpLS0lJ+c88fHxPPTQQz5fo3/LhIeH07FjR9q3b4/L5WLu3J9YtepXGjWKYciQ62ncON6zZ+UzaTqdAaPR5pMnpuSRGo1W9UXWn8pnZQRB5xHtMfs4BYHy3HzL5PHsdNoDfriQ66p83ClhiRW3G41WVfClslmkqmYaKxvrOp3ekzOqr7Bdh8lk9RIi8q+znIrnlNvBaLTU8lkg2+JwFAd8UdfpjCC5PWUVnz96DEYLZmt4hf7SecRWyhdTD3QtdWkf7zxb73aX+8uiCtDUtr90OoPnGePbdoKgx2y24XCUVOLIVP2sVMRjKhvPnTt3YfbsOaxZs4YePXpw7tw5kpKSGD36JtLTW7Np0ybWrFnDokWLiIqKolOnTnTu3JmkpKR6DY9U7oOwsDDOnj2HIMDtt9/Mt9/OY+3a9QwdOgiDweBznSkpzVi/fpN6z2po1CehoaHcddddrF+/HrNZG1/XIto6eZcfzcm7Auj1JqxWPS6Xk4MHd1JWVkbnzp0xmYJVdT0lf0l+4RQ8jpb8VV5W+nPhraxWrlonqeWSVK40qdcbsVhCsdtFDAaLqgIn1ynnscmOp9OjhKfzUftzucrUer3z3yyWYI/in9OTPyipLzSykybhcjm9VPsMHqU8r9wf0elRLvS2Rw4n9Z7RsdsdTJ/+GQcOHADgtddeJTv7NPv3H+T06SyaNg2hd+9oevXqhdVambT7bxedTscdd/ye9PTWnDx5kl27dvHOOx8xcuQI+vcfgMlkxO0WK/SX0au/ZOEeRTFTGVuCoMdiCfGMD2X86NHrjQHHs/zS6z2enT7juTxv0wC41fEhn9OgvmTq9UZVNdN/PCv5nk5V1VBWgK3ZeHa5ytDpyjzOrckzI2ZU8/wUZ8a3fdxV2lNxPCvXabGEVtM+ihqpPFtqMBhVe+X+sldQMTWq+bBKPp9/f4VW2T6KoIvoKkPQyU6c7LzoVEVMxTFVrtNkCvIoqvq2j/ezQH5O+LcP4BlbyrNA75Vjq8Ptltu9rKwIu11QjzObQ7zUWr3bR2kDxR5ZxbSiPYHHs6HS9lHsKR/rTi/nzqi2T/l4FrzGs47Q0GDi4+OYM2cOc+bMAWDChLsQRZdntqwpY8aM4NChw+zYsYt169axdOlSIiIi6Nu3N9dd1xtBwGf8KM/v2iAIAlZrGOPH/565c+fSsWMHNm/eRXb2Wa677jrCw+UwV+9ZyEaNEigsLMJkCsFoNFJYWEhOTg5BQUHVns9ut2MymXycag2NivTo0YMePXpcaTM0LhGauublR3PyrgAOR4kaZrR9+3aio6OIiYnA4SgKqIopH1NVOFzNhAwkSRZbMZvlP/LVqXTKohw1qtqHqoQ75BfDqpQUK7fn0KGDHDhwgKSkRLp27U5QUDCpqS1ITW1ReyN/o+j1erp27UrXrl0ZOXIkc+fO5Ycf5rNo0WLatWtNRkZHkpISvULmXEBd8txkQZ3Kxk9V4Z1VC3NUXlb1+KmdwI+3YJDDIVJZG1TVPtWNZ2cVt3RV7eNwKDPn/rNJ5TmvtRXGqLx9JLcbh6MESSoOeM5y/M9Z3bPA5bJ7ZosqzyX0DkV1uRw4nfYqx0hVz8q6iwpVPX6qyj+tmIc8evRwtm/fxfbtu+jVqzvR0SF+aqwpKYmkpCQyatQQMjOPs3XrTn74YQGZmUcZP/53QPn40ekMBAXVbXmD5s2b88QTTwDympr5+QWsWrWK/fv3ExcXh16vJzg4mKSkJJo2lfMPf/75Z4YNG8b8+fNZvXo1oaGhtG7dmt/97nd+H9cOHz7Mf/7zHwAaN27M5MmTadSoUZ1s1dDQaNho4ZqXH83JuwJ4h8AcO3aCtLRmmlJZFUiSxLZtO5k/fxFms5m7776NuLhmV9qsBo/RaGTs2LH079+fX3/9lXXrfmHjxi1ERUXSpUsHOnfuQERE+JU286JRREA0Li11b+Oqcyuvtf5r1iyJZs2SGD36hmqvS6/Xk5rajNTUZqSlNWPmzO+wWCyMHj0cg0H+830xasjehISE8MADD7BlyxYOHz7M2bNnkSSJrKwsVq9eTUxMDMnJycybN48LFy6QlpbG6tWrCQ4OZtu2bbjdbiZMmOBTp/faeqdOnWLKlCn89a9/JSYmpl5s1tDQaDho4ZqXH83JuwIYDGbPF2UH587l0rt3uQiGd36N/x/vcvn7imXlxwkB8pSUr+GBX6bkMiHgF/VLZ49QSZmvPS6Xky+//Jbdu/fRtm0rbrzxBiIitBeE+iQ6OpqRI0cycOB1HDx4gE2btrBixRqWLFlOSkozMjI60a5da0wmc7X9FSiPS94mBciNkvOboHZjqzbjZ9GipaxevY7gYBvXXdeLXr16es5ZnT2VjdmLs6e+2kepM5Ctcm6Z9zkrs7V29shlgqfM357KciGV7ZU9C+TFz6WA9lS9jEDdxk919lTdl+ViM/621s4e5Xf5v8psZeX2dOzYDofDyfffL+D48RPcdNNIUlJSMBorXzahtuh0OjIyMsjIyPDZnpWVxaxZszh48CAAq1evZvVqWbQlLi6O4OBgMjMz/eqLiIjg7bffZvHixcybNw+73c6XX37Jn/70p2vKcdfQ0Kgezcm7/GhO3hXAYDBhMJgoKChAkiQiI2P91P4ATz5Jec6Qb5nkybuTfNQHy8uUHCa9+gImhzvpCQoK9irzVhiUPHlFokcU49LaU35OUc3Jq1j21VdfsW/fQSZPnkynTp20F4NLhCAI2GxhdOjQlfbtMygtLWbr1m1s2LCRr76azfffLyAjI4Obb74Zs9lYaX9VNX6UtSEDjx+3Z4xUNn5cqsqid15PVePnzJkzLFu2mj59euNwOJk79ydMpmAGDBhQrT1ut4jTqcdqDcFgMNbBnsrG+qVsHyVnUX9Z7JFzzqh1f1X1LKi4UHqg+91gsGC1hlbxbNLXmz1K++h0Op9nZU3bp77tGTBgMGlpLZg16xumTv2Etm3bkpGRQYsWLQgLC7tkz8f4+HgeffRRNmzYwJw5cygoKADAZrNx6NAhCgoKuPvuuwMeq9PpGDRoEEuXLsVgMLB//36OHDlCamrqJbFV49phyZIliKL4m17v9lpC7/lpSDQ0eyuiOXlXkBMn5AV5ExKaVKKGp6yX5I+i2FZ5WeCuDfRC4l0mCHo/lbuLsWfbtm3s27ePMWPGBFyoV1H/rKikqbBp0yYGDBhA586dA5Zr1D+ywxdM79596N27Dzk5OWzYsIGlS5dy+vRpHn744Sr6svLxI6slVjZ+dOj1gb+ZVTfWqxo/AB07dqJ169bYbDa+//570tPTiY+Pr4E9Bs/i6kKFsprYU1nZlWqf+rfnUjybZAEXm0e8pOIMpU4t9++TS2PP1dY+gqAnKSmFv/zlL2zcuJFly5Yxffp0AKxWK3FxcTRq1IigoCAcDgdjx471Wt/v4hAEge7du5ORkcHx48cpKipi/vz55Ofn069fP7p3r3xZFtlhlkhNTeXgwYPs2rVLc/I0qkURJxo8eLCmln0N8FsQXpk6dSpTp05VIxvatGnDP/7xD4YPH34JrKsezcm7gqxYsYJGjRoRGxvro/bndouqAlxFlTy32+WjpikI5V+URdHppUonfwX2Pk6SwOEoxek0q8pzlal0Kl+w62aPPLOSn5/HJ598gsvlwmazegZ5+XEVlee87SkpKWH//kOUlJSQnp5+zeXlNCSio6O54YYbaNOmDa+++ipbtmyhR49uAVRejeqsjjJboSxHoKgA+o4fp2dsKWNAnilRBE9E0VXleK5q/IBEaKiNyMgItm3bSvPmqQwfPpg9e3bz4Ycf8NBD9xEcHIpOp0OSQJJcnnpFdSy7XA5crjKfei/GHqV95ACQwO2jXL8oysqWouhAbzDLaqI6M4JOrx4n33t6j6qjPCOkPAt87TGiLF/gq2KqqExWbo/SPkqd/v2F+pzwbx8hgD3lar7l9jh92k5WTjV5LY/g9qhlGnA45JmusjJHje0pfzZVZY8ykyirZlbflwavsV679rl4e+SojI4d29CuXUsKCvI5cSKLc+dyOHv2LFlZpzl27DgA8fExdO/eVa1XHisX9xzV6/U0a9YMp9PJJ598gtls5pdf1rJ9+zbKyhx069aFwYMH8uOPi+jQoQPJyUkUFORz88038sUXX6HX69mxYzs33DAs4EcUDQ0F5ZlWVFSkLpauceXIysriwIEDmM1mbDYbmzdvrtXxv4VwzSZNmvDKK6+QlpYGwKeffsro0aPZunUrbdq0qX8Dq0Fz8q4Q69atY/fu3UyePNmjrOab31HZYsVKWUXFNt/jKlHJkyScTjt2e0HAP6yi6KxU8a+29rjdbubNm49er6dDh7YsWbKUHj06+qmvVVSlW758NRs3biE3Vw7ZSk1NpkmTKFwuB0ajtnbOlSQpKYnU1FR+/nkpLVs2xWTynamoavwcPnyY3NzzpKWleNaDLKe6sVWVomZVqobgpE2bdLZu3caIEQPR6XQMHtyfL774hpMnj9OsWVKl55QkibKyYkpLfT8uXIw9VbWPoqbpKMvzy+dyueyUAXq9BV2FGSBRxKMWqQs441SdPXUpu1T9VVWZEqpqtxdjNAbqk8rtqUqJs672XNyzsn7tCQqykp6eQnp6irrt5MnTvPXWB3z99Wx0OujUqT0ARqMFi6V+Fllfvny5Z7ZwDJmZmZhMJkRRZOXKNaxcuQaAzZu3UFYm2/3Pf/6V9u3bsGPHbrKyspk/fy7Dhw/HYgmpF3s0rj0ee+wxPvjgA1588UVefvllbTbvClJYWMgrr7yC0+vB56il/Hp59nHDobafoEaNGuXz+4svvsjUqVNZt26d5uT9Vjh27BgzZswAoF27dtjtF6o5omEhiiLfffcD27btZNy4mzh+/CSiKLJlyw66d++iqsJVRJIkduzYrTp4ABMm3OF5oasfBTmNi+PWW2/ltddeY8aMr5gw4Xa/vjxz5iyff/4NTZrEk5ychNVqoaSklLlzf8TtdqPX62jdOp02bdJp2bI5Npu8kPrq1b+ybdtOUlObMWhQv3pbDLdFi1RWr/6V8+cvEB0dpYqJxMZeneI9gRda9yAAkgSVzHxos90aCvHxjRg+fBCbN29j0aJltG/fBr1eX/X4qiG5ubksWLCAdevWMXDg9SQnJ9KuXbo69o4cyeTkydMAqoMHcPhwJjfdNILMzOMUFBSyZMkK7HYHt956h7Z+nkZAsrKyKCwsBGDVqlVqPrXG5efEiRM4nU6eeeYZVq5cyZo1a2pdR0NeQkHJQ1Ywm83VvqeIosg333xDcXExPXv2vEQWVo3m5F0BoqKi6Ny5M9u2bWP+/PmMGDFUDdf0ntHzFUVx+3zhlxPyy9eP8lVlE7y+6ksBclv06HTy7Vbxq7N3bpMiAPDDDwtZu3Y9Dz74B5KTk9SygoICcnPPc/78Bc6dy6Vt29aIosicOfM5c+YMt956M506tScsLIzDhzOZN+8nli5dQUpKMhER4UREhBEcHIzd7qCkpJiTJ7M4fTqbO+4Yi8ViIS2tGUajGb3egF4fOL9F4/LSuHFj7rvvXt59dyoffjiDTp3aExkZjtFo5L33pqn7iaLI1q071ZfK5OSm3H7779i5czfbt+9k1qzZ6PU6MjI6ceFCHgcOHKZVq5b8+utGdu7cQ3p6c/XFz2g00LZtW5o2baKGv5Uj+IhTVBzPJpOSOyirTWZlnSE0NISgIJvX/SUrKVa8v5TQw4pqkkqem6JCWRt7vO9p+Tjf+91kDiXvwgU2b95K8+ZJOJ1OZs9Zwo2jBtGiZQvkBdl973fZVjkEMJA93jN8tbFHPq5cwdPbQfB9/lR8NlXdPhdjT3mfuGthT02flZerfS69PYIg0L9/H1q2bM6bb77Ht9/O4+abR/tFUtSF7du3s27dOq677jrGjLmJ3NwzyAqpsuLoH/5wFwsX/syvv25Ujxk69HpatkxDr9dz220388knX+ByuVi9+hd0OiO33nrrRdulce2Rk5Oj/nvRokX069dP+yBwhVBm7T766CPOnz/PqFGjSEtL4+OPP65xHQ05XDMxMdFn+7PPPstzzz0X8JidO3fSs2dP7HY7wcHBzJkzh9atW19aQytBc/KuAMHBwUyePJm5c+eycuVKhg8fjs0WAchhjpIkqrkX3pQrvfmqtcllkkfpTe/3EFQU2wBE0URwcLha97lz5/jxxwWcOHESl8uFxWLBbDZjtVoxm80UFOSzf/8BAH78cSkhISHk5OSQk5PjN1W/fLksqZ2UlMQTT/yFxMTGCIKejh1j6dixG1lZWaxbt47jx4+zb98hLly4gMslK9AFBQUREhLC73//e3r06O5RntP7tYHGlSc9vRUPPvggc+fO5fvvF/jNDjz66KO0aNECl8uF3V6K0WjEZDIjCAKJianccMONXLhwgWnTprF+/WYSEhKYNGkSGRkZnD17lgULFnDs2CnPS6NAcXExK1asJSEhgdGjR9O2bVuPIqSvQwW+L82CoMdmk78CWyyhBAdH43JBcHAIwcExVd5fICCK+QQFhak5UNXdXzWxx7/M7TfWV63azJKla1mydK2676yvFnDPPXHqHwolRyyQMEh92xOoffyfP9U9my7eHgCXy6D2Sfmz8srYU7F9Lu7ZfWnsSU2N4M477+LLL79kz579jBo1ii5duuByuQgLC6tT+FufPn1YvXo169evJyEhgXbt2hEUFK5ep80m8fvfT6B7997MnDmTM2fOUFbm5tSp8zRt2oQOHbrxwANhTJ06FafTycqVKxk4cCDR0dG1tkXj2qZXr14sW7bM87fEjiiKmpN3hXC75Q9VZ8+e5YknnqBZs2Z+s1vV0ZCdvBMnThAaWh7qXtUsXsuWLdm2bRt5eXl899133H333axcufKKOHqCVB/xGw2YgoICwsLCyM/P9+nAy8H58+d57rnn6NmzJ7feeuslf3hJkkR+fr4qtX3y5Enefvtt9Ho9bdq0wWKxYLfbfX5MJhMZGRmeXIuVhIaGEhMTQ3R0tPrf0NBQpk+fjsFgoEePHrRv375G1+J2uykrK8NsNv+mH9wV+6Uh4XK5yM/P58KFCxQWFpKcnExERESNji0uLubEiRM0b968ypdNt9vNvn37+PHHH8nNzeXFF1+scrxIkkRubi6RkZFkZmby73//m7/97W8kJCTw888/M3fuXF566SWCg4OrrONK9ckHH3zAqVOnuOOOOxBFkfj4eGbMmMH+/fvp0qULkyZNanDjpD5oyPfJlSY/P58FCxb4hFiFhobSvXt3unXrRkJCQq3atLS0lDlz5rBmzRquv/56brnlFvX4oqIirFYrer0et9vN4sWL+fnnnykuLgZg8uTJdO7cmaysLE6cOEFwcDCtWrXS+rSeuNbuk0OHDrFjxw46dOjQoBVZG3q/5Ofn88033zBq1CgaNWoE1Pz9Wdnv0ejOmCtRK75aKXOLvJ6z5aJ8hEGDBpGamsr7779fz9ZVjzaTdwWJjIzklltu4euvvyYzM5PBgwfTrl079HpFYa9yZbXAqn3lIWLyj1tV31NU9hQOHTrE1KlTiY6O5qGHHiIkpPrk9969e1da9tBDD9X6+nU6Xb2ED2lcOQwGA1FRUURFRdX62KCgINLT0ystF8VyFcmkpDiGDRvIu+9+yL59u2nePM2jiqmodLpxuyWWL1/Npk2byc09T3p6CwYNknM4SkvzsdtD6NSpPfPnz2fhwh8ZMWKoupaZrDqozIbI67WVluZjMLjQ601e95c86yKKTpQ163xVKEXcbqfXveersqgoeMry+0aPs+qrfNm1a0e2b9/OTz/9yPjx44mIiODuu+/mueeeIy8vz6t9HJ4wbwculwNJEtHrzRgMimqmvg72lC/2rdgTqH3Knz+obVBV+yizVxdjj7yGXj4Gg+hRZfTuL0WhEvxVMS+NPVW1T9UqnVXZU/HZXbk9yjlrYo/JJDB69FC6du1IXl4+BoORffv2s3btGpYsWYLZbCYoyIbNZiMkJIT+/fvRtm37gC+jkuTGYBC45ZYbCQqysH79JmJiIujSpTNffvk127ZtJzg4iKFDB9G9ewZ9+3bjuut6cujQUd577wM1BC8+Pp74+PgaPi00fqukpaWpSoUaV46wsDAmT558UXXoJPmnIVEf9spCbpULbl1KNCfvCtOvXz+aNGnCvHnz+OSTTwDZ+fnTn+4lPr6Rul/Vim1ipWqboiiqqmwGg5yfVFpayjvvvENiYiL333+/5mhpXHVIkuRRnS0nMTGe0NAQtmzZTGJiI79jfv11PYsWLaFbt8706tWNH35YSKNGcgiYrIZYitEIvXt3Y/XqtfTqlUFISLAqgV/x/MpSIJJkr/T+crlEKlOT9L73ApcFlmdMS0tm0qTxfPvtPF566SUeeOBBnE4nDoeDVq1asWPHDlq1Sqe4OMvvWLfbhdMpK3FWDAusqz2B2qfiOSujPtunfGF3F06nGPC4y2lPuV1XR/vUxJ64uGji4uR7Ii2tKUOH9ufo0WOcPp1NaWkpJSV2Dh8+yqefzuDFF/+J2RzkV0dpaYFqV+/eXcnJyeWrr77j55+Xk5NznnbtWuN0Olm4cAldu3b0OIouNmxYR3BwENddd12l7aGhoXHtokNCR8Py8mpr79NPP83w4cNJTEyksLCQWbNmsWLFChYuXHiJLKwazcm7CkhNTeWxxx7j7Nmz/O9//yU/vwCL5dItF3DkyBHKysq4/fbbNQdP4yrF/8Gq0+lo1641O3fuYdSoYeh0OlwuF3v27CchIY78/AIiIsK55ZYbAdi79wArV/4i1+YVld63b0/Wrt3AihVrGDVq2OW5nFrSokUajz32AJ9+OpOPPvqI//u//6N9e3kWEqBx4wTatWtOr14Zmqy4Rp0xGo20aJFGixblMyXbtu1k5szv2LRpCwaDifT09AprlJXfSyaTiWHDBtKlS3t+/HEJAGfOnGPMmBv44INPWbJkBY0axWA0Gti6dQejR4+oN+VcDQ2NhkVDVtesKWfOnOHOO+8kKyuLsLAw2rdvz8KFCxk8eHCVx+3fv5+ZM2eyevVqMjMzKSkpISYmhk6dOjF06FBuueWWOj07NSfvKiI2NhaTyUxkZCSiKKmhmaAosslhO4oqpqLYJgiCV7iUUqZ86RbUkE2DwUJZWTF79+4lPDycuLi4K3CVGhrVIwg6zOZgRNGJKJaP5/bt27J27XqmTfuSvn17sWvXHtav34TBoMdoNBIZGaEqsXbu3JFDh44A8uyGLE5hICTExIABfVm8eBnt2rUmObmp1/0lP9K9Z0kU9Ur55VbwzO6V319KKGf5Qu7ls0zeoXhKSF15md5HhdJbXVcQdISEhDFp0gSmTPkPCxYs4L777qOgoICXXnqJU6dOc+rUadLSmtO4caxarxyqZ/Kc1+CZ+apojx5BkFAW4q6pPeVtUK68q5RV9myqafvI4YiB7ClXCXa5KuuTK2OPb/soAjiS3zkrjq3A9uCxJ1B/1Yc9zgB/SwLb07p1a2JiVvLFFzMBOaz6lVdeUT8m/D975x0fRZn/8ffMlmzqhhICSQg9hF5D710QBbsoxV6w/+48T887y53tzq5nOQXsoicCelhQelOKdClCICAdQnq2zfz+mJ3Z3WR3SQIJ2fC8X6+8lH1mnvnO8+zMznee7/fztVpjcbtLjXBqgJYtmzN9+i088cRzHDt2nFWr1tKlS0d+/HGpYW/jxsns3/87zz33HI0aNWLgwIEiDE8guICIZOGVilIZtVGAX375hQcffJDly5fTr18/evXqxYQJE4iOjubUqVNs3bqVRx55hLvvvpsHH3yQ++67r1LOnnDyahnjx49n3rx5fPDBbP7617+iKApOpwOrtbw4iaasRlARCl15zV+tTf+RX79+PU2aNInI5F9B3UBVVU6dOoXdbg9ZN9FqjQnYXlUVOnZM4oYbFH788UfefVerNdm/f39sNht5eXmMGTOGmJhEAFJS0o394+IaEBvryxscO/YSdu7cw1tvzaJdu3Y0bdqU9PR0OnbsiNlsRlVV3G4TcXH2oEXGg11f56ZN9aosam3R0XbGjx/PJ598wujRo0lOTuaZZ57hmWeeIScnB6dTxm5PM2T6yyownmt7Att9TkxNjI+iKN45qRfinncme4KfS3XYGnn2BP6W/O1vj1FQUMDHH3/Mli1b+MMf/kDz5s1xOBx07tyZMWO0FXBtTszGnLi9cc0HDx7C5XIxcOBAWrRowQ8//MChQ4cwmy00bdqUffv28cILLzB+/HiGDBnCihUriImJoVevXlgslnL2CQSCyOdCKIZeWSZMmMAf//hHZs+eTf369UNut3r1al588UWef/55Hn744Qr3X+1O3tNPP82cOXPYsWMH0dHR9OvXj2effZa2bdsC4HK5+Mtf/sKCBQvYu3cvdrudESNG8Mwzz5CSkmL0s3PnTm688Ub279/Prbfeyl//+lejrXnz5uzfv5/Vq1fTp08f4/P77ruPjRs3smTJkuo+zXNGz549KSgoYM6cOaiqyrFjx3jiiScYP348F110UcC2+hveYGgPD4EPp4qisGTJEvLz8ystfSsQnEsWLlzI3LlziY2NZezYsWcscuv/fc7KyiIrK4ucnByKi4vJyMgI+tC/dq2vTldZgQez2cz999/PkiVL2LlzJ6tXr+bbb7+lXr16jBgxgn79+uFfzyycPWVRFIX8/HxUVSUmJoaoqCjjoTvcfqGcqd69e/PZZ5/x9ttv0759e0wmEzk5OYAWet21a9cq21oVe3ztoX+uz+6YodvClVU5sz2h9jv3tkaePYG/JbIsY7fbueOOOzh48CC//vorv/76Kzabjfnz55Oenk779u3LzUn9+vVp1qwZV1xxBR988AHLly9n+fLlWCwWrrnmGgYOHIgeoTJ//ny++uorFi1aRElJCaqq8v3333P11VfTvn17Vq9ezdq1axkyZAidO3cOabtAIIgMLlThlXDs3r0bq/XMdaD79u1L3759y5UuOxPV7uQtXbqU6dOnk5WVhdvt5pFHHmHUqFFs376d2NhYiouL2bBhA48++ihdunQhNzeX++67j0suuYR169YZ/UyfPp3JkyeTlZXF7bffzvDhwwPUHm02G3/6059YunRpMDPOG8XFxezZswdZlmnZsmXQHLjjx4+Sn3+axo0bed+oampvx48f4rnnngfAZrNQVHTKqLWkq66BT3lOq7UkexXb9MK4qqFQuGnTVtasWQNATEyM8SZZIKhpTp48CWglGD7//HPq1atH165dK9VHenp6yDa3283q1asB6NChQ9C8NbPZzIgRIxgxYgQAhw4d4vvvv+eLL75g/vz5tG/fnvj4eBISEgL+zGYzeXl5nD59Ouh/CwoKAnIAZVkmJiaG6OhoYmJijD+r1Yrb7Q75p6oqGRkZZGVlkZCQwOHDhzl8+DCJiXbq1Utk2LBB9O7dk5KS/AqoPmq2+KtQyrL5jKqherH48iqUFsNp8L//VFyFsvL2SJIJp7MYh0Muc0wzJpOuVFq2LZw9coB6ZSh7VFVCC2+tjEpnVcanYvb47utub6ilbo/FLwQznD0VVQ3V7GnYMJFBg/oyaFBf3G4Xr776BvPnz6Vp02QsFisej9P4LenWrRvff/89HTp04I477uDw4d85deokjRolERNjpbDwhGHPyJFDKS0txuFwMGzYIEpLS5k373+89tprJCUlcfz4cRISEnjrrbe44YYb6NmzZ8jrXSAQ1H5MqJgiTHiluu2tiIN3NttXu5NXVlFm5syZNGrUiPXr1zNo0CDsdjsLFy4M2ObVV1+lV69e5OTkGA9yp0+fplu3bnTu3JmUlBTy8vIC9rntttt44403WLBgAWPHjq3ek6oAqqry008/8fnnn1NSUgJok/Piiy8iSRJOp5NFixaxYsUKTp3SVATt9gTGjRtFZmZrTCaZ559/mdLSUgDatWtt/NjrMtvBj+vxKraVp6ioCEmCxx9/iOPHT7J//z6aN29xrk9dIDgjgwYNYsOGDUbtrAMHDlTayQuH2Wzmscce48SJExWWaU9JSWHatGmMHz+en3/+mZycHPbu3Ut+fn45xw20lZP4+Hjsdjt2u51mzZqRmJho/FuSJK9iYbHxp/+7sLAQp9OJ2WzGZDJhNpux2WyYzWbjM4/Hw9q1a1m0aBEAcXHaSzGbLYqmTdPIyuqGqiq43aVBz0cLOQ0t2+zxOMOoN7pCqjeGu/+UzSk7l/aoqhOXqxiHg4CXU5oz4wKChXiGsyf0vbIi9pz78YkMe8aMGc4777zPrFkfcO21l+NwuFCURGTZyrhx4zh58iQzZ87k9OnT9OnTlbi4xjgcDt54431sNhuDB/eneXPtd33s2OFGv3Z7HLfcMoUtW7azY8cuRo0aSt++g5g1axaffPIJHTt2xGazhRwfgUBQu7kQcvKqiqIozJo1izlz5rBv3z4kSaJFixZcccUVTJ48ucoLMjWek6c7Z+FiT/Py8pAkicTEROOzJ554gpEjR1JSUsLFF1/M6NGjA/Zp3rw5t99+O3/+858ZM2bMeS2unZeXZ+Qy9O7dm3HjxvHVV1+xdu1annzySZo2bcrOnTspLCykX79+tGyZSkxMDMuXr+bjj//L4MH9ueGG6/jPf7Sco5SUxsTGxpzhqGemdeuWLF68kpkzP2LfvgPEx8fz7LPPnnW/AkFlSU1N5dlnn6WgoIAdO3bQrl27c36Mhg0b0rBhw0rv16BBA8aMGRNQuNbj8VBYWEh+fj5ut9tw5Kpb2dLj8bBr1y6ys7Pp168nS5cuY8+efaxdu4GBA/uQnNyoWo8vEJSlVasWTJ06iQ8//Iz//e97RowYarwAMZlMTJs2Dbvdzrx588jIaEZUlIUZMz7i4MFDAGzfvpPJk6+iY8f25fqWJInOnTvQuXMHNPEYmREjRrBu3ToOHz5MixbipaRAEKmIcM3gqKrKJZdcwoIFC+jSpQudOnVCVVV+/fVXpk2bxpw5c5g7d26V+q5RJ09VVR544AEGDBhAx44dg25TWlrKQw89xKRJkwKqy48dO5bjx4+Tn59PUlJS0H3/8pe/MHPmTD766CMmT55cLecQDqfTyc8//8y8efOQZZnbbruNLl26ADBt2jT69evHsmXLOHr0KFlZWQwYMIDk5GTcbgdut5PWrVuzaNESFixYyPLlq5EkidjYGLp374bJZDUU0rQ8CIvhyOqqa1pivRQQyqmH9aiqh4YNGzBmzEj++98vAejWrVuNj5FAoKPn/fTu3ft8m3JGTCaT4djV9HHbtWtHu3bt8HjcjBkzhvz8PJ5++nm++OIrbrppMjExsUGvd8BbqN13m9dWvfQ2E7JsAVSvI+tb8ZEkk19ooISq6sXPVXRly7KqoWe6/5y9PSbMZhcWS4w35NBl2OMrDC6FsMdfNdRliJCEt8eMT3RHClgRCxwfXwhk1cYnmD0+VczK2YN3DILb46/SeTb2ZGa2YdiwQSxevIwRI0ZiMvnEUiRJYty4caxcuZIZMz5EURROntSiVVq1asGePdmcOpWP2WwLaY/JZDFUcg8d0pzDevXqIRAIIpcLoYRCVZg1axbLli3jxx9/LKdPsGjRIiZMmMD777/PlClTKt13jTp5d911F5s3b2bFihVB210uF9dccw2KovDvf/+7XHtUVFRIBw8gKSmJP/zhD/z1r3/l6quvrpRtutpZVTh+/DjLly9n9erVlJSU0KNHD6688kri4uIC+szIyCAjI6PccU0mq/GDNmbMePbt+52TJ08yefLkcm8uw+XR+SSygymrqbjdbnJz81EUhZYtWzJmzJgqn7Pg3KF/98Rc1B5q45zIsgmrNZaGDWO5++67efXVV5k161OmT59eLoztTPeCc92mt1f13lSRNlVVcThUbLYE49/n057KtNVFewYNGsaiRctYs2YtEyemBVwrVquVe+65h6VLlyLLMl26dGHBggU0aJDE/v0H6Nt3ADZb/Bnt8Xg8LFy4kA4dOmC322vV9VhbqY33LkHdnJfKnsuFUAy9KnzyySc8/PDDQQXohg0bxkMPPcRHH31Uu528u+++m/nz57Ns2TLS0tLKtbtcLq666iqys7NZtGhRwCpeZXjggQd4/fXXgzqJ4cjLyzvjF9b/h8/j8bBv3z7Wr1/P3r17sdls9OvXj+7du5OYmIjH4wnIGzzTD6p/26RJkwz1tdOnTxvHDGdPRfrduHEjW7ZsYdy4cYYKadncxnNJaWlpgLKgIDiqqlJYWAiEnktBzVLb56RevXrcfPPNfPrpp7zzzjtcddVVWK3WKj/Q16TzUVV7VFU1ciNDlY2pSXvO5ph1wR5Jkhg9ejQbNmygQ4cO5equ2u12LrnkEuPft9xyC99//z2JiYkcP348bEqFbs+uXbsoKipi4sSJ1fpbVZeo7feuC5W6OC+VVWkXOXnB2bx5M88991zI9osuuohXXnmlSn1Xu5Onqip33303X375JUuWLAkaU687eLt372bx4sU0aNAgSE8VIy4ujkcffZTHH3+c8ePHV3g/u91ezrHUhQL0pPaTJ0+ya9dv/PZbNr/9toeSklLS0lIZPXo4nTu3x2Ixe8NmwFds12OEouhhM9qPm+RVXdNDmXxhRfoNoKyymhZyQ9A2/1AdXR1NC9UxGUpwmzdvxmQyMXr06GrPWfz8888DSle0bduWK664IqAshkBDf6DR878E559ImJOYmCgmTbqat99+h1mzZnDDDZOIiYkNorJY9v4TqMpbtk0/d1+oYGBInySFUqHUC3r77j96CGYoe/xVH0PdK/Xi85poS5G33yhviKDsfemmi6+ALFu8bVI12KOPnVqp8dFDQkPbA/4qpppTJfudY0Xmsuxvybm2Rw8J9dnTp09Xtm/fxttvv0Xv3r246KJRxMTEB4Rvulwu3n33XbZu3UpCQgL5+fm8/PLLdOjQgczMTE6ePElsbCxDhw5CknQ1aA+gsnbtT8TERNOmTQssFhvhykAINCLh3nUhUhfnpbLnIROBOXk1cIxTp06RnJwcsj05OZnc3Nwq9V3tTt706dP5+OOPmTdvHvHx8Rw5cgTQvujR0dG43W6uuOIKNmzYwNdff43H4zG2qV+/fqXlQkFT2nzppZf45JNPKpzvo/3YKciyHPAAUFh4ip9/Xs/q1es4fvwEkiTRtGkq/fv3oV27NqSmppT5oitBFdC0bfQHg2BteH+E3UHbtBwLT8g2p9PF0aPHKSwspHHjZOLj49CiiRVDla1jx3Z8//2PbNiwgaysrAqNS1Up66jrtciuuOKKaj1uZSgsLGT58uVYrVbq1atn/CUkJJyVE3zs2DHmzp3Lvn37SElJYfDgwXTo0CFsn/rKbV25+dcFavOcqKqCw1FAamoSN988mXfe+YCZMz/mxhuvC6pAGHj/cVWy7cz3prIqjLqToDkf5RU19WOe6V6plZJwe4+jFw8HRXGiKK6AfDqfPVoJCv+acefKnqqOT/l7dyTaU/63zWw2MWHCWDZs2MiKFavZu3cvN900lUaNfNE6egQJBAqvFRcXM2/ePKKjoykqKuLo0d+58soJbNiwiV9/3cXYsSMxmWSOHDlKTs5emjVrhdV69gJkFwK1+d51IVPX5qXyTl7klVCoiXBNj8eD2RzaHTOZTLjdwRWSz0S1O3lvvPEGAEOGDAn4fObMmUybNo2DBw8yf/58gHIS6osXLy63X0WwWCw8+eSTTJo0qcL7PP300+Tl5dGoUSPuuece4uLiWLFiOd999x1FRUV06dKR0aOH0bp1i6C17gBOncpl1649HDhwkJMnT3HixCmcTidJSQ1p1CiJfv2yaNq0fKjq2aAoCuvXb+K7736koKDQ+Lx165aMGDGYFi2aAdoDksulv+mu/ncTw4cPZ8iQIRQWFuJyuTCbzTUuWhGO06dP89hjjwUtLCnLMomJiYbT16BBA1q0aEHLli2Ji4s7Y9/Hjx9n48aNpKWlUVBQwBtvvEFycjJTp06lefPm1XA2gguZpk3TDEdvxoyPQjp6AkF1EB0dzZgxI+jUqQPvvvsBb789g3vvvZ/4eC3nTn8DLUkSgwcPJjU1lR49emCz2fB4PEiSxIoVK/j0009JT2/KnDlfAbB58zbjGHv2ZNOsWStAq7H5+++/k56eHqDALRAIajeyGoE5eTWQQ6mqKtOmTSMqKipou8MRuvTQmZDUupQFWgXy8/Ox2+3cdNNNNG7cmJKSEpo0acLJkycpKCggK6snw4cPoX79xDKFZ804HA5++20PO3bsZMeOXZw8eQpZlklNTSEpKYmkpAaYzWaOHTvG3r37KCkp4f7776FhwwZoo64YYTS+8Bvd71YDigjroTlOpxuTSUZVPWzfvp2FCxfz+++H6d69K3379iIhIYHs7H0sWbKcI0eO0rx5Oi1aNGf//gPs3ZvN8OHDmThx4nktMVEbcLvdvPPOO2zevNn47Oabb8ZisZCbmxvwd+zYMeMNdHJyMi1btqRly5ZkZGTQsGHDcm+zVFXlrbfeYvPmzTRq1IiCggKjVuIrr7xS7o2NqqoBcv2C808kzInb7fSu0mv3kJycA7zzzgc0bpzMrbfeRHS0zVvAWwvj08MqA4t06/cfU0AhblX1hc353380NJVFLcQPoxC3jq76qOXOmfxCJ6mCPVpxcz1cMy8vn/j4WMzmKD/FSCmgTpymzKgd01+FsrL26KqP4cfH/95tQtdiKzs+JpPFG65VEXu0ENrg9uhzUpH5CvZboofXVsae0OPj8TjJy8snISEBs9nC0aPHeeON/xAbG8s999xDYmIic+fO5fvvvycpKYnHH3/c+J745wG63W5eeulF9u7NDviOT506iZYtW2G327FYbCxbtpw5c+bgcrmwWCxcd9119OrVq6qXUJ0kEu5dFyJ1cV705+e8vLywOhr6di8kdiJaqt6yQ+eaEtXDA6e3nPEcz4YbbrihQtvNnDmz0n0LJ8/75Xv88cexWCw4nU6OHz9Or169GDNmDI0ala9Ddfz4cRYvXszq1atxOBwkJSWRmZlJ+/btycjICLrSV1hYyDPPPEN8fDwPPvhgpS5yVVXZsmUL//vf/zhw4ACAN1dFoUWLFlx++eW0bNkyYB9FUdi0aROrV6/m0KFDJCUlMXz4cNLS0urUTaaq7N27lw8++ICjR4/SokUL2rRpw7hx47BYLOW2dbtdHD9+mD179pKdnc2+fTkcOXIUVdUEMNq2zaB9+w4BxXpVVWXPnj2sWrWKkpISLBYLPXv2pHPnzuX6r4s3/0gnUudk3759vPrqqzRs2JBbb701aH6zx+PC5XL4OSLaT4D+8G82WzGbg79RrCp6mRjdMdKQDAfRYokKyOMKRtk50aITSrwOnq9Mg+4AmUwWLJboczp/iuLxHlN3jHylBvyPWVmCjY/urGlzYvPLuz57tLErNXIZ9TINusOqn8eZXgYGu06OHj3KSy+9RNOmTbnzzjv5+OOPDUXthx76A0lJDYLOV0FBEU8//U8cDgfdunVj0qRJxMbGGsdatWoVH374IYMGDWLEiBF8/fXX/PzzzwwZMoQrrrjign9xqROp9666Tl2cl8o6eS8mdoxIJ+/+01ur1cmrToST57eSd8MNN9CsWTOjVIMud6vHUBcWFjJ37lxWr15NbGwsAwcOpHfv3kEdwWAsWbKEzz//nBdeeAGr1Zfg7482Hdob1mPHjrFp0ya2bNnCnj17aNu2rfHW0uVy0bx5c9LT0yt8rnXxJlMVtm/fzr///W/S09O59tpradq0KXqNpmDjUlKSj9tdWuazErKz93tFePZy9OhxbDYb48aNY9iwYZV24sW81C4ieU4OHjzIW2+9RWlpKVdffTWdO3cOyG0uLj4dNNdLR5Ik4uLKl6opez+saBtAYeHxsOrFJpOVmJjEoMfEW+ut7Jy4XKWUloZXd7PZ7Fgs5R3WcNd7uLbS0kJcruKwx4yNbeC36uk7D1X1eFfeyvdbUHAcwoQxmc1RREeXD3f3H59gbaHmxONxU1x8Kux5WK2xREXFlvvcf3yCOd6aYMo6Zs2axX333ceyZcvIy8sjL+80ZrOJW26ZSlxc+X4BCgqc5OUVkJmZGWBzXl4ef/7znwF47rnnjPJES5cu5bPPPmPatGliRc9LJN+76jJ1cV4q6+S9bI9MJ+/evPPj5O3fv5+ioiIyMzOr/BKrRuvk1WamTp1Et27t0X+8iopOGW9UVVXll1+28PXX36EoCldeeSX9+vWrsCiM/sb5999zSEpqgNOZh9Ppe2sKPpUzTUlOZeXKn/jf/77HbDaRkZHBrbfeSpcuXerMzeF8UVpayuzZs8nIyODmm6cCKoWFJ4w38pJkCnhA839b7090dDTt22fSvn0mALm5eSxfvpovvvgCq9XCwIGDauR8BIKypKWl8ac//YlZs2YxY8YMLBYLrVu3on37tnTv3hmzOfyPrCb1fTyIyqJvBU6WTUaooNamqSFCYNFuXyHw8O8SPR4nhYUnDCdIC8H0X+2RkCQzpaWFWCxa+KYeRhmupEBpaR5OZ2h7wl3vWihocHtCjRtoDq3JZAZVwaO48LgdeDwOwzkym6MwmWxI3uN6PE5k2eeIBjsXt9txhvHRC55DsPkqq4rpawuN01mE212KpvisoqrlxwdkSkuLsFoxVFABMjOb06xZUz766ENk2URqaipXXnk5r732Oi+99AZpaSmYzWaGDBlAWppPcTk5OZmUlPJ56zt37jT+//3332PatMmAQs+eHVm1agUbN66nffuWmEwWZNmM1RojfisFglqGqJMXnPfee4/c3Fzuu+8+47Nbb72Vd999F9DU6b/77juaNm1a6b6Fk+elZctmRk6HP8eOHefLL//H3r376Nq1E5dcMpbGjZtVqm9F8VBaWkB29j5SUpoYn2s5KIFv1B0OB1988RWbNm1l4MC+jBkznOjoOGy2yFsmrm0cOHCAd999l/z8fKZOvT6oilww5bmKUK+enUsuGcPx4ydYt26dcPIE55W4uDjuuusujh49yqZNG9myZRNffjmfn35ay/XXX0W9eolh99dyvEKt9qlB1Rt19ByvyqLl3pV/oaLboyhOPB4HbrdvNUwvGaD7kMEe7MPZE+56D2ePv13e/wv4r8fjwunMRy13XBW3u1TLnfMr5eDxlPqt8plCrMyFG5/gqs76MYP9tlUEzXkPNz5aDqHb7QgYe0mCCRPG8eabM3G73Vx11VU0bdqMP/zhAb777nvy8/M5evQ4//nP+/zlLw8SGxtv5LoHo2fPnrRv357s7Gzeeust3nzzLSZNuoLY2Fhat27BTz+t58CBg16H0YHZbD1j+K9AIKhZRJ284Lz55pvceuutxr+//fZbZs6cyfvvv0+7du246667ePzxx3nnnXcq3bdw8kLgcrlYvHg5S5asJDHRzk03TSYjo1XIH6FwSBLs3r2HQ4eOMGrUsJDbHT9+gg8+mE1u7mkmTbqCLl066j1U8SwEOitXrmT27Nk0btyYhx56iPr1EygtLTjnx3G5nCQkJJ7zfgWCqpCcnMywYUPp27cbv/9+iA8+mM0rr7xFZmYGaWkppKenkpqaEuH5THqI+/k4h3BOYOj7tgrIAQ6piqq60WoNejCZIl8dNSWlMY888gBWaywJCfUBaNSoCZMnTwW0EMxHH32UTZt+ZejQoWH7kmWZuLg4OnXqxJ133sHMmTN59dX/MHXqtQwY0Iddu/bw+uvvMGzYQIYNEy/YBILaiKSqSBG2kifVQEbbrl276Nmzp/HvefPmcckll3DdddcB8NRTT1VYnKUswsnzUlxcisVi4/Dho2Rn72PDhl/IzT3NkCEDGDFiKFFR0d7E+srX7QOZH39cTrNm6XTs2Mn7Vlk1EtwlSWLz5i189NGnJCTEc/fdt9GkSYrxZtNsrsoxBTpOp5NPP/2UHj26M2nSdVitVlRVJTpaxuNx+4kdSN5wH5PfG3a39y24aoQC+ddR9FfCKyoqYd++A1x7bf/zd7ICQRlMJgvR0Ym0bBnL/fffzfff/8j+/Tls2rQVj8dDvXqJdOvWjU6d2pGUpNUm1e9NWoifWua7bvIrGi4ZqzmasqNsXEO+ums+FUqfIqReB06/viTv/dWMvjKnqm7vMVVDLdJiUYmKigM8uN0uP9XHYMf0eIt7m0PYI3nPw2Tkk2kqlP72aKtBwezxKXhqDlpZe6Ki4lE8LjyKA7erFLfHgclkxWK2YTJFIckmVFUxVFJlWcZkikKWfecSqIppMcRXQtkT/N7kP1+UGQOz93cmsKh6xcZHs9PhULFaY9HUogPtiY62h/zNtNvtNG/enN9+++2MTp4/7dq1549//ANvv/0f3n33Q+6661buvvs2Fi1awY8/LmbHjj1MnTqV1NTUil8kAoGg2jGjYo4wJ68m7C0pKQnI91u1ahU33nij8e+WLVsa9cMri3DyvDz77ItGjl1cXBwZGRncccedNGnS5Ax7nplt27axb99+br31BhTFaYT4aGEuLr7/fjGLFi2ha9euTJ48OWQdPkHl0FQES9i5cycej4f+/XvicJzG6dRzbfQwMF8+kcejoCh6nqSeg6K1ud1OTCbF+7Zdz0FRvPs5cbu1uT11KryggUBQk0iS5H1RZKVhw1gmTZoMaGVEsrOz+emn1axZs4ZFixYjSVrdvYsvHk2LFi38nAbFyLfyeLSwQb3YuJYf5/H+v4JeZsZsjvI+/AeiqgpOZ7Ghiqlfe263YpQA0I4ZeH1puWROryOht0l+xwaLxRb0pZiiuHE6SwLUKzVHSfW7F2C8gKuIPdoY+Mo0lLNHUYwQUz2U0uN2oCoKJrPHiArRXyJp/TswmVQkKSpoiL6qqsbY+efHhbZHny/VaAucL90RlI3+Q42P1lfg+EiS7C3j4QwIJ/X/t/ZiLHgeaGpqKtu3bw+bV1kWSZJo1Kgx99xzL//85z95771PuPPOO4mNjef222/n008/5ZlnnmH8+PGMGDEiwlepBYK6ROSt5IUTxDpXNGvWjPXr19OsWTNOnDjBtm3bGDBggNF+5MiRKteZFk6el5tuuonY2FgaN25MUlLSOUvaVlWVr7/+iubN02nZMj1AgKCwsICPP/6CvXv3ccklFzN69EUiWfwc4nKV4HKVsmfPXmJiomnUSFMMPFPuj6qGyl8Jn9sSFxfNyJFD+Pbb71AUlfHjx2MyRZaSlODCwWw206pVKxo3tjNu3AiOHDnKoUNH+emndcyc+RH33XcHiYnBf1jC52p5cLs9uN1OzOaocvc0t9uJ0xlModLnYAQ/ptu78ucs16cu/qKqSsCKlo7TWYLLVRLE1nB5d2e2J3SbB6cjH1Utv42iuMANiuwpZ6c2diW43aVYrbHlVDoVxYPTWVQFe0K3VT0vUfWbE1eQOfHVgC2r0qndZxW6dOnM0qVL+fe//82QIUPIyMjA6XRSWloatPyHPwkJCdx55508//zzPProo6iqSnx8PAUFWhj+3Llz2bRpE1OmTCE5OTlsXwKBoPoRxdCDM2XKFKZPn862bdtYtGgRmZmZ9OjRw2hftWoVHTt2DNNDaIST56VDhw7VIo+6detWDhw4yK23TjV+BF0uF2vWrGPJkhWoqsott0yhQwehnHnu0cbT6XRhMgWXLj/XDB8+GJsthv/971v27t3LTTfdVOU3MAJBdaNfEmazmbS0VNLSUunYsR1PP/0C69ZtZMSIwWfRu67SaQ66GlYd+FQ65QAVypp4G1sOSQp5WBU1ICdPWy3TZAn0sSoqOml8rkUO+FZTIwmnswiXq7icSidAamoDJk++mu++W8Trr7+O1WpFURTcbjdDhw4lPT2d48ePG3+qqpKWlsaQIUNITU2lSZMm/OUvf2HhwoVER0ezbds2MjMzWbt2LcOHD2fz5s089dRTDBw4kEGDBlW43JFAIDj3COGV4PzpT3+iuLiYOXPm0LhxYz7//POA9pUrV3LttddWqW/h5FUziqI90Bw+fIqTJ/PJzc1l3br1FBYW0bNnd8aOvYj69RsIJbBqICoqDrPZSseOnVi2bBWHDx+ladP0gLwgXVJdy3vRiw/reUHam2qXq5QzPSTqxYpl2cyYMeNo0yaTd999l7///e80btyYwYMHByTWCgS1AUmSiY2tb4ROKoqbuDgzbdq0ISfndyNkUL9G9Jwz/zIJev5XKHXHiiltSlgsNsMh1K89PVxaP57TCTZbgnfFyxmib9Ubznnmczebo7w5uHKZnDMCcnD1NrfbcUYn1WTSlB1ttnit4LzbidtbRkE2Wb0lFLS8R9/YuY3yBwFnonoq5Nj5xk5Gr8kXfL5UFEUJO1+B42MzcpT975X6+EiSPifxKIon5PiEi5Do2LEdHTpkcvTocfbsOQBIuFwuFi5ciNvtJiEhgaSkJBo3bowkSWzbto1Vq1bRv39/xowZwxdffMEvv/xi9Ld//34A1qxZw4QJEzhx4gTLli1j0aJFNGrUiI4dO9K5c2fatGkjXqwKBDWIKKEQ4hiyzJNPPsmTTz4ZtL2s01cZhJNXzXTu3JkuXbrw1VdfYTabiYuLo1279lx00UXirWI1o+UiRdGuXUfvW97faNu2c5X6Chbq5X+c6OjAVeDWrVvz8MMP8+2333Lo0CFmzZpFSkoKKSkpIXoRCM4PPlET32fJyY3ZuHEjYGLFihW4XC7atWtHWlpaQJ7e8uXL2b17NzfcMO2MxbXDYTZHYbPFh91GVVXMZhcWi80rCuKkpOR0lY9ptcZgtcZUah+HQw4ZLqkTHe1f7DgaytdiL4d/rc7KIsumSpfYURSFoqITYbexWmOxWsPnh2tz4sRiiUaSpAqNTzAkSaJx40a0bNnWeOE5YsQIJEnCZgtUGvV4PCxbtoyvvvqKFStWAHDZZZfxzTffUFLiu08XFRXx0UcfkZWVxVNPPcWOHTvYunUrGzZsYNGiRXTp0oWpU6eW618gEFQPUgTm5EWavWWR1DNVqa3j5OfnY7fbq7WavaqqlJaWYrPZzuubQ1VVycvLw263X3BvMOfNm8ePP/7Io48+SsOGDf1EAcrXpNLDorRCydqbcV3oQH/rrinhWQzFO1k2GW/7tTAxX3io2+3mr3/9K5mZbbnuukkB4WtwYc9LRdDzd3wiDtU/Rhf6nOzdu5d//etftGrVij179hifJyYmkpycjMVi4ffffyc3NxeARx99lOTkRn7XidubH2c2VpgA4xpSFMVQr/RXhtRWizzeEEU5YOwVRSE39xSJiXbje+B/PP8VOL34t55Hq4ub6Nerflwg7L2grD1AwDEVxQXIxjF1xUmfoBMBar1an/pKo2qch766piiucuPjL3Dju/+YjHZdOdN3/yk/dsHs8R+3wPGx4F+zLvy90kNubi6JiYmYTOZy90rdHl0xVNtfCTpf+twEG5/AsdPsKSgoYvbs2RQVFfHAAw/gdrs5dOgQS5cuYfXqNcY+kiTx/PPPExVl9Y6BxMaNm/joo49o3Lgxt956K3a73VBYLjtfkcaFfu+qrdTFeano87O+3QfxrYkJIcJUWylWPUwu+K1afQRZloN+JxISEmjbti0PPvggl112WZX6Fit5NYC20iMUM88nY8aM4eeff+Ljjz/khhsmBVxQuhS89uDjU9rU2iQ/qXh/9TiPN8TKYSjzlQ2r8lfty8rqyo8/LuWSS0Z58wNNXpn12HIPTgJdRbAoREieZIydCHOuHlq2bMngwYNZunSp8VnXrl2pV8/OiRPH8XhctG+fgd2ewIIFCzlwYA/16sUSFRWHJJVfGXE6i70hi/7qjB6vYIdP2j9wNUsKkPZXFA+lpUUUFXn8XqSUv/a0sErfj6bu3Oj/7/H4HLby17t8Rnu096KqX5sHRXF5i7SHuhcEt0dr09UrA+8/5cfHYwh3afcfF7LsDGJPYL+VsUcPHw1mT/nx8aAoit+cyEZIqO6M6eOj9Vn5+Qo3PiYTXHfd5UiSTFHRKVTVQ716No4fP4rVaqVr1040bpzM/PkL2LRpLe3btzX6zMhoyi23TOO99z7iqaf+wbXXXk7r1i2Ndl8ZDHF/FgjOFSYUTBFW99kUthbqueHLL78M+vnp06f5+eefuf7663nvvfe48sorK923cPIEFwRWq5Xx48fw/vufsnXrr3Tq1N5o0x9Ggq1p62+VgxM+98e/7eDBQ9SvX99PqlxTIDSbtRwdQVnUcgqM2dn7+frr7zh+/AQ33TSZNm3aCievGrnyyiux2WwsXLgQRVG49NKLiYkJ/MkoKSllwYKFzJr1MZMne8jK6oPJZGXZsmUcP34ck8lEq1atSEmpR1RU+e/52ahbhr/2lDO0hVLXPR/2nGk/YU9l7LHZbKSlpXD55eNRVZV16zbw00/rApw8gLS0xtx772188skXvPPOB2RmtuGii0aSnJxk5IOazVGiTq1AcI7QhFciK3iwJl7xXHrppSHbpk6dSvv27fnXv/4lnDyBIBwdOrSjXbsM5s//hoyMVkEfOquDuXP/x6+/7mLSpCvKLcnXlbCNc49vXBwOB3PnLmDDhk3GZ7//foiMjMzzYdgFgyzLXHrppYwaNQpVVYmKslBcnBuwzd692cb/2+3xSJLMypUrmT17NsnJyTgcDhYuXIgsy6Snp9K6dSuSk5Mwm02YTCbMZjMmk4kmTZJr7HoU1G3atGnJ3LkLOHHiJA0bNqBv317MmTOffftyaN48PWDbuLg4brppMj//vIEVK1bzyitvMW7cKPr2zfKL4hAIBOcCSVKRpMhy8mpDTt6oUaP4y1/+UqV9hZMnuCCQJIm4uAZcddVVPPXUsyxatIKLLx5jqGnqeS/6G1xF8SDLJkOUAvScGL32k8nYT5a1nJpQKp3Z2TkAdOvWzSsYYTbaZdnMBZ4WGxRJkoiNbYjLVcqrr77DkSNHDJXDESOGM3ToSCwW4RTUBP6h5rGxDQJy0ho3TqFRoySOHTvOBx98zuDBx1iyZAm9e/dm6tSpABw/fpxff93O9u2/smLFGkpLS8sdw2KxcMMNU8nMbIOiuI1rz18F1+12YTI5vOqUvrw7LWzQX/XRpyapqopxzWp5ZRbjutVWgUKpUOq199wh7PG/F8h+13soeyze/F5/e1S/nMWat8c/P668PWdS6fSFdppMDiwWm5E/qO3rroQ9Fnx5m2dnj6K46dUri4ULl7Jy5TquvvoqBgwYwsaNW3n77ffo0qUTo0YNp3Hjxka/iuJh0KBBZGX15Ouvv2XevAXs2pXN5MnXe20WCATnAqGuWTVKSkqqLBAl7mCCCwZJkklOTuGiiy7i66+/ZsCAwUHULsOH5lhCRAeGq3mekpKKy+UmNrZe5QyuhZw6dYpff/2V+Ph4OneumlJpRZFlmV279nDw4EEsFk2Y4/rrr6dv377VelxBaDTnwvdlb948kccee5zDhw+zcOFCFixYgMfjYfjw4cY2SUlJJCUNZtCgwd4crlI8Hg9utxu3243D4WDOnDl88cWXPPbYY5hCXExmcxQOh6eMeiVA+JDd6gqHDnUvuJDsUVUbDoeCzZZQbk7O1/jYbPH07t2b9evXYzZbkSSJ6dPvYsWKFSxZsoQ333yXhx9+mLg47Th6yHdUVBzXXz+Frl2788EHH/DUU08zcuRIunTpAsDRo0dp27YtVqsI3xQIqoIUgU5ebVjJ+89//kO3bt2qtK9Q16wBdc3aQl1Ud6oKLpeLp556iri4OO6//358uSSS9y2/L0RHf/MOutS8f5vqt0JgDhAz0NXsVNXDU089w5EjR5kwYQJ9+/YlLi6u1qprHjlyhEaNGgWcJ8D69etZuXIlO3bsACAmJoZ//etfVT6O//hoanbaisT+/fv58MMPadasGampqUZ9mISEBG644Qbatm17hp7PDbVpTiIJRVFwOByVFpo6cOAAzzzzDH379mXYsGE0adIE7brUiqfn5xca15fdbvceS7/2fN8f8OXRaqqYpgC1RF0QxH+FqayCp55XFuxeoNsT/HoPbk84zoc953J8QDKuE//5qqw9+r3gXM3Xrl27eOmll2jbti0pKU1o2LAhPXr0xOPx8OijjzJq1CjGjbsopK15eaeZP38+a9euw+Px5WQ/8MADtG7d+ozzej4R967aSV2cl8qqa35hTyc2wkKgi1SFy/NyqtVHeOCBB4J+npeXx7p169izZw/Lly+vkqMnVvIEdQJNbc5TobesFouFK6+8gtdee51ly36kR48uZbbQbsB6mFh5ZK9KXPk2f2U+ndtum8r33y9m/vz5zJ07l+HDh3P55ZdX+NxqCv3BaPjw4Vx22WW88sortGvXjubNm/Puu+8a29lsNm6//fYqHcPpLMblKimnoKe1eXjrrbdwuVz8/vvvxuedOnVi6tSpxMRUrqaZoOaRZblKSsJNmzbl6quvZs6cOaxatYq4uDhat27OwIF9SU1N4amnnqO4uIR77rkdk0lzAMsS7Nor36YG2Vfy/oVqC3UvkPwcg/LHlGUzVmsMFosWZqMoCjt27GDJkiVYLBY6d25Pu3ZtKP+8Vz32VMf4qKpWj85kcgXdr6bt0cenSZN6XHbZeLZu3c6WLZvJzT3NvHnz6dSpPYqiUFJSUC6/1N8ekwkmTryIMWOGkJPzO4sXLyc7ez/NmjUrZ6tAIKgYsqQiR1hOXk2sPP7yyy9BP09ISGDMmDHceeedVb73CCdPUCd455132LRpE7fffnuFwghbt25B164d+d//viMzsw2xsf4OhHZRh17kDq/cV5aYmBgmTBhH//69+de/XqtVOXgul4utW7dy8OBBli9fDmCs1u3cuZOdO3cGbD9kyBDGjx9f5ZIgTmdxwBjt3Lmbr7/+nuhoG06nk9OnT9O1a1c2btxIUlISU6dOpWXLlmF6FNQVBg0aRK9eWWzbtpE9e/aybdtO/v3vGWRktKK4WCty/eOPS7n++ivLrTRD8GuvIm3BnQX/tlD3AjXo506nk1OncikoKKS42MGpU/ns27ePffv2UVpaSlpaGqDy3nu/kJ6exhVXXEJycqNqs8dorbbx0Vbbyq9OnC97NHr37kHv3j0AKCoqZvny1SxerN3jtHtNHomJdkpKSrFYzJjN5R+HoqOjadu2NdHRNl5//R0+/fRTrr/++jqzEiMQ1CQmScEUWQt5mJTqL6GwePHiautbOHmCOkFcXBwAb775JoMGDWLixIlh1fokycS4caN54YXXefPNmXTq1I60tFTatcuoth9wuz2BmJgYDh06RFFREbGxsdVynIqgKArffPMNixYtoqSkJKAtNTUVSZK48cYbmTFjBqALY9xA165dz+q4smzC4/HdNJcuXcWxY8cDttm2bRsTJkxg+PDhIfOzBHWTqKgoMjJak5HRipEjh7Jw4WJ+/XUXw4YNJD09jTlz/sfXX3/H6NHDyl3fDofDm/saU+0P4S6Xi4KCQurVSww41m+/7eWDD2ZTWuowPouPj6d58+aMGjWKNm3a0LJlS1yuErZt28y8eQt47bV3uO22qaSlpVarzRcysbExNGig5UQ3apTEpk1b2bx5Gy1aNGPr1l8BaNIkmS5dOtKrV48yL/0gPT2NCRMuZu7cr0lLS8NisdCmTRuSk5Nr/FwEgkglItU1I8zesoicPJGTVyc4dOgQf//732nRogUHDx4kMTGRKVOm0KpVq5D7KIrCwYMHeOaZZ43PbrnlJjp37uxVc1MMJUFVLa/apyvE6XkdPpVO1U8Jz6fSaTKZ2bFjFzNmzKC4uJj77ruPjIyMGp8XPWRs8+bN2Gw2PB4PLpcLm83GoEGDGD9+vOFc/f7775w8eZL09HQSExPP+th6/o2uEjhjxnts2bINwCt33o/+/fuf92uxLl8rtR09fytQZVHL41q8eBlfffUVAOnpTTGZTBQWFnL6dJ6h2pmSksJNN00hMdF+BoVcOUC90f97CVq4ZUmJgyNHjlJYWIDL5cLlcnLs2DF+/nkdBQWFgBZS06BBA2y2KPbuzSYtLZXx4y8mMbEeCQn2oKpop06dwuNxExNj49VXX6egoIAHH/w/YmJiwtoTXDU0UKVTzzH2V6GsmoLwmcdHkkwUFBSSkBBvtNe0PZqi8ZnHZ+XKNXz++X/p0qULnTt3ZNu2bWzYsBG7PYExY0azZ082GzduRJKgR4/uDBjQl9TUVKPftWvX8f777xtzqJcYGTly5Dn77p8LxL2rdlIX56WyOXlfN2hMbJAojNpMkaJw8ckj1eYj3H777TzyyCM0bdr0jNvOnj0bt9vNddddV+H+xUqeoE6QkpJCixYtqFevHlOmTOH999/nhRde4E9/+hPp6elB93E6naxatTrgM7db8SuwbQpTbFtrC622Gbyhffv2DBkyxFAhrEmKi4v53//+FxAa4HA46Ny5M71796ZDhw5YypxQamoqqannboVBLyGhS5PffPOtFBYWEh8fHzRcSnDhoX1HLOWuIVVV6dWrFz169GDTpk3s27cPRVFITU2jXr161KtXD1mWmTdvHi+++BoTJ06ke/fuZUptmEOqN2qqoVpO74EDB/jhhx9Yv349SplwnYSEBDIz2wGQlpZGSUkJp0+fpqSkhM6dO3PppZdSv379kOenKAovvvgiJ0+eJC0tjdzcXIqKitizZz/du3cPak95wt2btBdSoe9N4a6zio2PjqqqyLJmS7ii4TVlj1+v5cZHU3dV+fnnn/ngg48YOXIkN910E6qqEh8fz8CBgykuLmbFihUsXbqUNWt+pmPHjkybNo2cnN8MB2/kyJFcdNFFLFiwgC+//JLY2Fj69esX5hwEAgGALKvIcmStK1V3Tl5SUhIdO3akX79+XHLJJfTs2ZOUlBRsNhu5ubls376dFStW8Omnn5Kamsrbb79dqf4rtZL39NNPM2fOHHbs2EF0dDT9+vXj2WefDVC8mzNnDm+99Rbr16/n5MmT/PLLL2cM8Zo1axY33HBDuc/9a0MUFhZy8803s3TpUgYPHsy7775rhLtNmzaN9957j6effpqHHnrI2H/u3LlMnDgxbF6AWMmrO8ybN4+VK1fyj3/8A1D4xz+eAiSmTZtKs2bNjTprqqpw9Ohh/vOfd8nNPY3dbufYsWMAvPrqK0a9Kl8tPJ8IgP7WWVd60+Xk/Veo/FU6fcfU3kj//PNaPv74UwYOHMg111xj7Fvd8+LxeHjggQdwuVyA9hZ6wIABDB06VIQcBaGuXyuRSEXnpKCggNmzZ7NhwwbMZjMtWrSgXbt2tGvXjqZNmwbN5wNNyWzXrl2sXr2aHTt20KBBA4YOHUq7du2w2+3IsmwUcD+b70RpaWmAmprJZKJly5ZMmzYNu93uXX3yGPcXf0EQfTWsIvcm//uP796EsYrmfz/UFIRVv/p72vlp6pUuI1qhrD1ut4u8vNPY7YmYzZYasEdfLVSMFTZ/cZeKjA9I/PDDIr799jvjfgjaw9Z9992N3Z6IomhiCLNnz8Zut3P48GFASwt48skniYqKQlVVPv74Y1avXs1tt91M+/Ydyql/ng/Evat2UhfnpbIred80ahSRK3kXHTtWrT7CsWPHePfdd/n000/ZunVrQFt8fDwjRozg1ltvZdSoUZXuu1JO3pgxY7jmmmvIysrC7XbzyCOPsGXLFrZv3244XB988AHZ2dmkpKRwyy23VNjJu/fee8uJPDRu3Nj4/7///e/s27ePe++9lxdffJFWrVrxyCOPAJqTN3v2bGw2G3v37qVePS32Xjh5gdTFm4w/v//+O//4xz+YMGEcfftmcfz4CT788DOOHDlGs2ZNSUlpgslkwuVysnHjFuLj45gy5VoUxcPs2V8yYcLFNG8ebMlcH6tQ3yMpTJuGx+Phu+9+ZOnSVWRldeeyyy7GbLZisyUgy6YamZdly5aRnZ1NkyZN6NixY5AagQKdun6tRCKVnZOjR4+yfft2duzYwa5du3A4HMTGxpKSkkJ8fDyxsbE4HA4KCws5ceKE8aInPT2dESNG0K1bt2rLCf3ll19YuXIlhw8fJjdXU3mUZZmMjFaMGzeKRo2S/LY+m/vPme9NoQm1r88eVVUpKCgiPj7Wb05q2p6K2VoWh8NBXl4BMTHRHD9+grffnsWECRcbYi0ABw78zmuv/cf49zXXXEa3brqwl4TH4+a99z5h374c7rjjRpo0aYwkyURFxRmqqjWNuHfVTurivFTWyfu2cVJEOnljjhyvMR/h9OnT7N+/n5KSEho2bEirVq3O6vtSqfiob7/9NuDfM2fOpFGjRqxfv55BgwYBMHnyZAD27dtXKUMkSQpw6spy+vRpMjIy6NSpE5mZmZw4cSKgfcSIEfz22288/fTTPPfcc5U6tqBu0LhxI3r27MZXX2nf0969e3DPPbexdeuvbN68jezsfUboVZs2rbjiiksMlcj77rsjTM9neigJ3u7xeNi5czc5OQfZuHEreXl5jBs3ioED+yJJkvFm2b+4dHUyaNAg4zoVCOo6ycnJJCcnM3ToUDweD9nZ2ezYsYNjx45RUFDAsWPHiIqKIi4ujnbt2nHxxRfTpk0bow5fddKtWzej5pHT6WT//l3s25fDsmWrePnlN5k06Uo6dMj0bl21+0/F9q1Kv7XNnnBtofeJioqiUaMoFEUhP78ARVGJigoM/2zaNJU///l+/vOf9wDo0qVjQN8mk4nrrruSN9+cyYwZH3HXXbdgtyfgdjvPm5MnENRWZElBjjD/VpaqX13Tn8TExHOif6BzVkkweXl5AGHzDypKYWEhzZo1w+Px0LVrV5588smAwn933XUXw4cP55FHHqF169b88MMPAfubTCaeeuopJk2axD333OOVqRZcSEiSzMSJFyPLMnPn/o/16zdy3XVX0qVLxzI/ztWLy+Vi/fpNLFu2kpMnc0lIiKd16xYMHNiXlJQmAdvWlIMnEFzImEwmWrduXSsLWVutVlJSUmjcuBE9enRh9uwv+fDD2Vx//VV06NDufJtX5/nhh6X8+ONSWrVqTseO5cdbE/CRadGiWdBQ36ioKG64YRKvvfYOM2d+xO2330BCwvlTThYIaiuyWYm8nDwlsuwtS5WdPFVVeeCBBxgwYAAdO57dA3RmZiazZs2iU6dO5Ofn8/LLL9O/f382bdpEmzZtAGjevDm7d+/m2LFjJCcnB12+nDhxIl27duVvf/tbQPHmip5PXRca1c+xrp6nJMnY7clMnjyF3r378NFHn/D66+9y//330rBhkjc/w1/pzaeKKcvmgLyNsqqYoOWDBFN6AwlV9VBcXMjy5StYtmwlhYWFdO3ahRtvvJn09DRjPwhUgfPlodTdeYlExJzUPurynMTE1DPyzaZOncx7733E7NlzefBBn0y/fg8pq0KpRwWEvjcp5VQxtXuadj/0qVAqYVQx/e+VJsMej8eFyeTCao3FZLKcd3uqMj4FBSUkJiYyffodQexRyM/P59ixEwwfPoyoqLig9tSvb+O2227hlVde59NP53HHHXect+9pXb5OIpm6OC+VPRdJVpEiK1oTqQaKoVcnVXby7rrrLjZv3syKFSvO2og+ffrQp08f49/9+/ene/fuvPrqq7zyyivG57Ishw3pBHj22WcZNmwY//d//1cpG/Ly8urUxRcMVVUpLNRkv+tKTHgomjRJ5Y477uC9997jk09mc/3115dTjtRwev+CoQCuMG3aQ0pRURHr1q1jw4YNuFwuunTpQu/evWnQoAEABQVFZfb1AL46WhfSvEQKYk5qHxfSnFx22eXMnDmTzz77nClTpgQ534rdm4ITeP8JJNz9sHybqqq4XColJS4kKdQxa86ewGNWbHw6duzIjh072L17n1fGPNCe7dt3kJCQQNOmzSkuDn3MxMQGTJkyhdmzZ/P5558zZsyY8/I9vZCuk0iiLs5Lfn5+5XaIQCfv7ELMzz9VcvLuvvtu5s+fz7Jly6olLFKWZbKysti9e3el9x00aBCjR4/m4YcfZtq0aRXez263XxDCK0CdSvwNh91u5/rrr+f555/n66+/ZsqUKeXCbTT1OJ/qmu/Nsf7G2eOn9GYOUGw7evQoS5cuZdWqVYZa5bBhwyodT32hzUskIOak9nGhzcmECZfyyiuvkp39Gx06tA+4//jXEtTvTdqf3qarUHr8VrQCVTr1fOBAlWDFWA2TJClgNcx/PyBgv4SEBENBuPL26BESHm85Bl8NvYrbIxmrepUdn06d2vPdd3F89tlntGzZkuPHjxMfH8eIEcNYtWoNP/30M+3atSM9Pf2M9nTo0I6xY0fzySefER8fx9ixY43zrCkutOskUqiL81LZ85AkBSnCkvKkSi7+VKQKQU1SKSdPVVXuvvtuvvzyS5YsWUKLFi2qxShVVdm4cSOdOnWq0v5PP/003bp1IyMjo8L7SJJUZy68cOjneSGcK2hKeddffz0zZ85k48aNxudpaWl0796J9u0zsFqthjz6mcbl5MlTbNmynS1bfuXgwd+JjY1l9OjRDB482FCYrQoX2rxEAmJOah8Xwpx4PG5KSk6TklKf5s2bsnDhD7Rp0+x8mxUUVVUpLi7CZHJG9JxcfvnF/O9/33P06GFycg4CsGXLVqKjbQwfPoh+/XpRVHTiDL1odO3anpMnh7JgwTecPn2Siy++iISEhjWaf30hXCeRSF2bl0o7eRG4kldZJ2/p0qVMnz49oArBqFGjAqoQhMPtdrNkyRL27NnDpEmTiI+P59ChQyQkJBAXF1dp+yvl5E2fPp2PP/6YefPmER8fz5EjRwDtzYSuUnjq1ClycnI4dOgQgFEWoXHjxkao5ZQpU0hNTeXpp58G4PHHH6dPnz60adOG/Px8XnnlFTZu3Mjrr79e6RMC6Ny5M9dddx2vvvpqlfYX1C2ysrJo0KAB2dnZyLKMoihs376NOXPm88UXgduaTDKDB/cnK6s7RUVF5OUVkJ9fQF5ePr/9tpeDBw9hsVjo2LE9F100lg4dOmC1hi4CLBAIBJVBz0eTJImePbvz3//Ow+FwEBUVvCi44OxJTU3h1lunAbBmzVrmz/+WUaOG0qdPT6NWb2UYPnwwMTHRfPXVt+zevZeLLhpDVlbvaivJIRBEAheCk1eRKgSh2L9/P2PGjCEnJweHw8HIkSOJj4/nueeeo7S0lDfffLPS9lfKyXvjjTcAGDJkSMDnM2fONEIj58+fH1DYXC/4/Le//Y3HHnsMgJycnICwudOnT3Prrbdy5MgR7HY73bp1Y9myZfTq1auy52Pw5JNP8tlnn1V5f0HdomXLlrRs2dL49+DBAzl8OIecnAN4PB4URcHjUTh69BiLFi1n0aLlxrYmk0x8fDxpaSkMGtSP9u3bYrc3wmQKluMnEAgEVccX/qeSkqK9GNVrfQqqnz59sujTJ+us++nbtxctWjRjwYKFvP/+h8yf/zVdu3YlPT2d9PR0GjduHFStUyCoq1wITl5ZKlOF4N5776Vnz55s2rTJ0HQATVTy5ptvrtLxK1UMvS4iiqFfuGhKV4qRu6HnWOTmnubYseMkJMQTFxdHdLQWzqnlr1jO+Q+zmJfah5iT2seFNieKouBwlPLQQw9x0UVjGDFihF9OnuKnQqn65RLL3n11pUmlXJ6bno+m5cDJ3ntaYA6cdj+UA3KUA/OXfTl5+fkFJCTE++W5nY095XMEg6lihrLn3I9PZe1xoSiecvYcOnSIxYsXs2vXLo4fPw6AzWbj4osvZtiwYef0e3OhXSeRQl2cl8oWQ1/WPpo4U2Sde6FHZdD2Eg4cOBBwjlFRUWeMrlBVlUsvvZTc3FyWL18edluAhg0bsnLlStq2bUt8fDybNm2iZcuW7Nu3j/bt21NcXFxp+8+qTp5AEMlosfEmZNmE2ey7WJOSGpGU1Og8WiYQCC50ZFkmOjqGTp06s3z5SoYMGYbZrDkpkiRjNluB4KHiJpMlZKSByeQrC1OWYPdDf3tkOfCY+jtizR5TtdkDFbPHt1/1jk9oe4I/9KWkpHDdddcBUFxczIEDB1i4cCH//e9/iY2NpXfv3kH3EwjqEpJFQYowJ0/y1vXTlHd9+EcnhqKyVQi0iDJPuc8PHjxIfHx8xQwug3DyBAKBQCCopUyYMIEnn3ySr7/+iksuudhvBU53RiS/1SdfRIIsW7xhn54AFUr//fxrvQWqUGp14Hy15xRMJl/tOb3N43HicBTicJgwm61ex0mvS+fyW/GyGCtp1WMPfrXwgo2Pr4aeJMllVDE9QVQ6z358fHVVA+2Jjo6mdeuW7NiRyvbt23nvvfdYu3YtPXv2pHPnzsTExNTgt0sgqDkiOVwz2EpeOKpShWDkyJG89NJLvP3229qxJYnCwkL+9re/MXbs2CrZL5w8gUAgEAhqKXFxUQwa1Jdly5YzfHh/zObz87Pt8pad05wh7cFHq5NXTGmpT2kvXMkAPSTyXNpTW6iMPaqq0rt3V7Zs2cKhQ0fYvn0727dvR5Zl2rZtiyxreeCXXnopdru9+owWCGoQSSYCnTztvwkJCRVK6TqbKgQvvvgiQ4cOpX379pSWljJp0iR2795Nw4YN+eSTT6pkv3DyBAKBQCCopSiKm8zMDH78cRlHjhwjLS3lfJsUhnChWJEVpnWuOX78BN988wPZ2fspKSnFXw7h4YcfAGDbth38+utvFBYWsm/fPtauXUt6ejqpqam0atWK7t27Y7EIwS9BhCKpEGFOHkrlZEsqUoUgFCkpKWzcuJFPPvmEDRs2oCgKN910E9ddd90Z9w2FcPIEAoFAIKilmM1RNGyoKbOdPHkqiJOnhRXWFLqwSeWPWZ021uwYVBaHw8Gbb87EarXSv38f4uJicbvdfPXVt8TFxWK3aysEAwcOYNSocUiSRFFREWvXrmXv3r1kZ2ezYsUKVqxYwfTp06tU1kEgON9E5EpeJe2tSBWCcERHR3PjjTdy4403Vu7AIRBOnkAgEAgEtRSrNYbk5OYkJSWxf/8hevXqY6g+SpLszStTjBwwSZIMtUi9FINPhVLCXy1Sz6vzeFxoOWcWv9w6n9pmoAqlrlDpweNx4nSaiIlJxGy2ettU3G4XHo/Dzx6rt93kzXHTjyl5RVCshthJcJVOKUANuaw9mmCB0/vn9orHWP2UQ1UjP05XxfSNXeXHR5bNXqVNFx6P05uTZ8Zkshjj4K/+mZNzlMLCIh58cDqNGzdm+fJlLF68BICLL76Y2NgG5ZQ/TSaFPn160r9/H2TZzN692fz73/9m3rwvmTBhPKqqGnl++hgJBLUamchbyaukvWdTsOD9998P2z5lypRK9ymcPIFAIBAIajkdO3Zk48aNWK3lhTk0x0UOqhipOVmBapKqqlBYeJKyq18ejwuXS5PpttkSsFhshsNTFlk2IUk2rNZoLBYbkiThdJbgcBSU29bjceF0FgXtx+NxAlpbbGz9kOqW/mrI/pSU5ON2lwZ8pihu3G4HACaT1XBCgxFsfBRFoago/PiURVFcuFwlAFitsURFxRrqn82atSA6Opr//ve/HDt2jKKiIuNhsH37DsiyCbfbSUnJaQDWrfuFEydOMnhwf6Kjozl69Bjr1v2Cw+Fg586dOJ3Dyx0/OtoeVBVVIKgtXAgreWfDvffeG/Bvl8tFcXExVquVmJgY4eQJBAKBQFAXad68OYsXLyY3N5eEhLgKqz6WrQOnqh7cbidnCm/UHZbgqpi+OnnaKpoLVfUY+1QVh6MYszmq3KqertIZqIqp1azTnblQaKuNxWdUxdRXPjUH8czjEw6Xq9RQ1JQkE9HRUYwdO5q5c7+id+8s+vbtw/PPv0RWVk/q1UvE5SrF5fI5qosWLePkyVxWrfqZpk3T+O23vUbbkSPH+Mc/nqdZs6Z07tyBjh3bIcuyUZ9PIKitSBYJyRxZK841uUCem5tb7rPdu3dzxx138Mc//rFKfQonTyAQCASCWk6rVq2Ijo7mscceIyOjFX37ZtGmTatqO54WihheMlJVVUpKijCbXRUMFwyfO+d2l5ZblTsXOByFYY5ZlR71cw1+LqrqobQ0cEWzV6+udOvWwRBOeeqpRzGZTBQXnwrYzuVycfp0vtduJ0VFRVxzzWXs2LGbjRu3MHBgX8xmE7/9ls1HH31OWloKJpOZU6dOMWDAQNatW4eiKJSWlmI2m7FYLJjN5oC/hg0b0rFjR7p06YLJdO4UTwWCcIiVvMrTpk0bnnnmGa6//np27NhR6f2FkycQCAQCQS2nfv36/PnPD7FixRK2bv2VmTM/5o9/vJt69RLPt2lhsVhsWK1xyLL2tKTl1nkoKcmLsNUnmdjYRGPFD7SwV4ejqMIrmP7KmKGcK5PJRK9e3Vm9ei0Aubl55OWV0KFDZzZu3ELPnr1p0aIZqqqSnb2fDz/8iBMnDgHwzTff0Lt3b5o0aYLH48Hj8eB2u3G73bhcLuP/c3JyWLNmDS1atOCyyy6jZcuWIqdPUP3IkvYXSdQCp9RkMnHo0KEq7SucPIFAIBAIIoBDhw7z/feL6dMni0OHjuB0OstsIRmhjGXRHuKDt4GMJKkhRAP8H8qCt4dyEGTZjMUSbTh4uh2SZMZiicHlKg7h6MlIEiFsPbM9Z7I1+PjoTmiwNhNWq80ovO6/j9UaHRA6e7b2yLLMhAnjGD9+LLm5hfzyyya+++476tWrB8CLL75EXFwc99xzDxkZbbnzzjt54oknjP0nTpyIoijY7fawjtuePXt4//33ef7552nYsCHjx48nKysr5PYCwdkiSRJShDl5NfnuY/78+QH/VlWVw4cP89prr9G/f/8q9SmcPIFAIBAIIoDNmzcD8NNP6+jdO4smTbRyCrpwiOaE6OqWWp6cpr5owWQyo6p4HRKXN8/NhNlsMfLutFw1bV9NzMWK2WwBJGM/XRVT28+C223GZtNzBJ1eVcxAe5zOEq9ipmIog2p2JQTYo+UPVsQe2fjc3x6TyerNT/MpXwazp6LjU9Yel8uBorgMlU79PKKi4oOOT+XscaKqSoA9cXH1SUtLpXPn9ixatITTp0/j8XgoLCxk/vz5DBgwAKfTSXp6Orm5ubjdbt5880369OlNcnISDRs2ICbGhqZiqudtavY0bdqEP/3pfvbsyWbFitXMnDmTPXv2cPnll4tafILqQazkhWXChAkB/5YkiaSkJIYNG8bzzz9fpT4l9Wz0PusA+fn52O128vLyKlTNPpJRVZW8vLwzvuET1CxiXmofYk5qH2JO4KWXXkKWVaZOvTZgdex8oaoqBQVFxMfHXrBzUpMoikJ+fgFPP/1iwOexsbHcdddduN1uPv30EwoKCsnP1/L6kpIa8sADd4b9vqiqypo16/jqq2+oV68+gwcPpmfPntjt9mo9nwuJunj/qujzs77d2jExxFki69wLXSpZ3xZHrI8gVvIEAoFAIIgA2rZty7fffoPT6RQFsS9AZFkmMdFO8+ZN2bfvAKDlarZu3ZomTZogyzJDhgzm8OHfWbRoGQDJyUln7FeSJPr2zaJly+YsXLiEuXPnMmfOHNq2bUuvXr3o0qUL0dHR1XpuggsAsZJX4wgnTyAQCASCCKB3797873//4+efNzJoUJ+ANm11QM8rK5vnJvnlnFVW7EQ28lLK56tJ3qLiWhH0itsTHq3cg54jWLZf31NX8Jy9UH3q+0mVHp9w9pzhqAEiLRW3Jzy33XYTM2Z8yIkTJ2ndujUbNmwgNjYWl8vFihUrsNvt9OzZjVGjhmK3+68+hLYHNIfw+uuvpLi4hK1bt/PLL1t4//33sVgsdO7cmaysLDp06CAUOQVVQjKbIq+EQjUHOz7wwAMV3vaFF16odP/CyRMIBAKBIAKoX78+/fr1Y/HiZQwZMhybzYqqqkaulY6qqiiKx8iB0xwxyWjzeFxG4e1QWCzRREXFBYSW6bXpJEny1pyTUJQ84uK0sD4t70711uULtMfpLA5ZEF3HZovHbLYFHFOrlafnwJnK2VNUlBvWSZIkmdjY+uXsCTc+qqoYOXmBapqq95gnw56HyWQlOtpexlb1HIxPAmZzFJIkcf/9vofDhg0bsmDBAiRJ4uqrr6ZTp05eoRbVb77M5ewpLc0PWmcwJiaaXr160KtXD1wuM+vWrWPt2rW8+eabNG3alEmTJtGsWbOwtgoE5RAreeX45ZdfKrRdVUN8hZMnEAgEAkGEMG7cOFavXs3atWsZMmRI0G0kSTIKigdvs2CxROPxOMupW+qCIhZLdLkHC0mSMZutxr/9U/r1fkMd02KxGeIk5Ve1NIET3YHxRxNqCb5yJEkyUVGxuFwlQdQtNUdUOw+5zH7hx0eSgh9Tb7NaY3G7HUZheP92WTZjtcYEGbtzMT7WoA97Y8eOpXXr1sTHx5OSkkJeXp4xPv7zVf6Y0X7OZ+AxZdmM2WwlPj6OUaNGMWrUKPbu3cunn37Kc889x9SpU+nVq1fQvgWCYEhyBKprVrOTt3jx4mrtXzh5AoFAIIhINPVFt/Fw7K8iqP+3rmG322nVqhXbt29n8ODBhny/Pg7aGOiKkPrKnaZS6T8+ZrMVk8nipwipIssWzGYLkiSjKG7DkVEUj7GfFrqohTVqK4J5WK14HRATkqQJhJS1x2QyY7HYMJujcLtdKIrTr82CJEm43c6AcgT6PEqSbKy+BbPHYonBZPKNg//8SxKGuqe+qqWNj8koX6Dv5z8+Wpsa1B5tG5PfuHu8n1uQJJOxMlfWnrLjU9YeiyUas9nqHR9XpcanVavmKIpWf7CkJI+oKN/3QK9NGMwerQSEYnwPZFk21D01RdESY7/Gjetz333Tef31t1m3bp1w8gSVQ5LOf3XxyiJVPCS8NlL3fgEFAoFAUOdxu53lQg7dbjeFhUXY7QlIkkRMTL2QqyeRTKtWrVi9enXIED+Pp2z9vIq1KYoHt7s0RJu73Ge64+V2O87imO6QxcQ9HhcuV+j9Qh/Pg8dTPgyxIvaEbwttj9vtCRr6CHgd5pDdntPx0efE5Sqtkj3a2IU+T4AWLdJYs2YdLpcDiyUq9IYVRFEUfvzxR3bt2kWPHj3o1atXrVCPFZxjIjJcs2btXbt2LZ9//jk5OTnl6qDOmTOn0v0JJ08gEAgEEYgvNK+kpJQXX/w3eXmabHyzZk0ZP340GRl1UwI+JiaG0tJSKicCIhCcG5o0aUxxcQnFxcXY7VE4HA6KioqoV69e2NyhY8eOkZOTQ3x8PC1atMBqtXL06FHef/999u3bR2pqKu+//z5LlixBlmUKCgoAsFqtJCUl0a5dOwYOHCgcwAhFkmSkCJu7mqx28emnnzJlyhRGjRrFwoULGTVqFLt37+bIkSNMnDixSn0KJ08gEAgEEYcvr8yF1Wox3no2aZLM/v0HeO21d7jhhmlkZdW9kDKbzUZpaSmybMVs1sLwAsVHJL+cMjVI3p1PTERr8zmLuqAKaCGZgXl3upKmJnrif8zANjWMPeVX4Spmj+TdL5w9Soi2s7EnsC28Pf4iLTVtT/mxqy579Dy/wsJivvtuIStWrMDtdpOUlMS1115LZmam0a8e9rps2TI+//xzFEWzISEhgZ49e7Js2TLq16/PAw88QKtWrVi5ciVLliwhKSmJtm3bAlBaWsrRo0eZPXs2u3bt4sYbbxQKn5GIWMkLy1NPPcWLL77I9OnTiY+P5+WXX6ZFixbcdtttNGnSpEp9CidPIBAIBBGHJMnYbPGA9jD5978/yZdfzmXFipXGNjNnzsLjUejTp0+obiISvUaex6MQHa2tVuphepo4iBywouL/EO//4O9rU7wqnYFtoIXSqaqnnDqj1ubB5TIRF1evnFDJ+bBHU8X0GIqZlbFHa6tt9oQau9D2eDz6nNQvt+J1ZnvchoppOFs7d44nNnYu//jHP4iKimLMmDGkpqayZMkSXnvtNQYNGkRhYSHr1q0jPj4et9tNSUkJQ4YMYdy4ceTm5vLGG2+waNEiAB5++GGsVs1x7N+/P/379ycY69atY8aMGezatYt27doF3UZQizGbkMyRtZKHUnNO3p49exg3bhwAUVFRFBUVeZV072fYsGE8/vjjle6z2kf76aefJisri/j4eBo1asSECRPYuXNnwDZz5sxh9OjRNGzYEEmS2LhxY7l+du7cSf/+/UlLS+OJJ54IaGvevDmSJLFmzZqAz++7776Q6mMCgUAgqBtIkkR0dCyTJl1HVFRgjtD777/Phg0bzpNl1YNemLqoyJePpytGBnvw11UfgzkiejkETWij/AONLMuG8EdZJEkuVw7g/NtjqZI9/oIrtceeUGN3JnuCt53ZHktIVVF/e6Kjo7n77rvp168f9913H2PHjqVLly7cdNNNKIrCkiVLWLduHQBDhgxh1KhR3HfffVx11VXExsaSlpbGNddcQ9OmTbnxxhsNB+9M9OjRg4SEBFatWsW3337LzJkz+emnnwJWmwW1GFmOzL8aon79+kaIcmpqKlu3bgXg9OnTFBcXV6nPal/JW7p0KdOnTycrKwu3280jjzzCqFGj2L59O7GxsYD2Q9W/f3+uvPJKbrnllqD9TJ8+ncmTJ5OVlcXtt9/O8OHDA9722Gw2/vSnP7F06dLqPiWBQCAQ1FJuv/12Xn755YDPqvoDWRvxeNzUq6cVuN63bzdRUfg5KNoDia5sqSiK1yGweFeEtNU3TS3R4+eg6IqZ5VUffStb5VU6JcmE2+3A6Sz2qlS6jDpw1WWPTxUzuGqoTxXT46caavaWTDhf9uCnAKvbY8EXZhncHu2Y/vaYjHHX7fF4XIat+pjrc6KpkYYan7IqneHtkWUZVfXZU79+LJdddjEmkxmnUxOGMZlUOnXqwNat2wG48srL6Nevr3HMkpJ8w542bZrxf/93L5IkeW31t8fina/y9rRp04r169ezbds2GjSoz9q1a1m9ehXTpk3Cao3yU9e1ity92kYNO03nhBo0d+DAgSxcuJBOnTpx1VVXce+997Jo0SIWLlzI8OHDq9RntTt53377bcC/Z86cSaNGjVi/fj2DBg0CYPLkyQDs27cvZD+nT5+mW7dudO7cOaAOjM5tt93GG2+8wYIFCxg7duy5PQmBQCAQRARt27bl9ddf59ixY5SUlNCoUSNiYmLOt1nnBEVRKC4+RWyshagoKzt37qJ16+be0MfgSoqaWmJw9UZdSTEYumMS2hatsLfDUYTVGlis1+0+P/aEbgutfBl59oS3NdSc1JQ9119/JQAulwuLxYLDURjimGeyJ3jbpZeOYfjwgdSrl4gsy+zYsYv33vuU77//kYsuGmHYI8tmYmPrhzyGoObRwn0jKyevJuzduHEjXbt25bXXXvMKasGf//xnLBYLK1as4LLLLuPRRx+tUt817lLrzln9+pW7+J544glGjhxJTEwMsiwzevTogPbmzZtz++238+c//9lI7BUIBALBhYckSSQnJ9O8efM64+BpaGFpkiTRvXsXVqxYw+uvv8OJEyfPs10CQSAWS/WULomKiqJBA1++YWZmBqNGDWXp0hXs3buvWo4pOEec77DLWhqu2b17d3r06MHs2bONCEdZlnnwwQeZP38+L7zwAvXq1atS3zXq5KmqygMPPMCAAQPo2LFjpfYdO3Ysx48f59ChQ3z55ZdBlZX+8pe/kJ2dzUcffXSuTBYIBAJBHURVVUpLS403p5GAJMlERcVhMlm59NJxTJ16DSUlpbz88lts2LAFk8mC2Wwtl1elh69pbeYybSZMJqv3zxeypx3Pv80a8FZbE+iweIt1W8vkeUnG51rYXGXsMVe7PXq4Y7BjBrNHKxx/PuyJCmuP1hbMHl8B9crbE1UN9lgrZY8eCltRewYP7k/z5s2YPftLnE43FouNqKg4BLWM8+2s1VInb+XKlXTv3p2HHnqIJk2acP3117N48eJz0neNqmveddddbN68mRUrVlRp/6ioKJKSkkK2JyUl8Yc//IG//vWvXH311ZXqW1OsqtvJu/o51vXzjDTEvNQ+xJzUPs7VnCiKwuOPP86JEyeMz9q1a8fUqVOJj48/WzOrHYslGotFE17JympIp049+e9//8vs2V9QWFhqpCvoKoxl1RnPpk1r1yJlJElGVVVcLonoaLs370pBVQmaC1UT9gRrq2l7FEVBU+k8P/aoqorTiTEn59uemhqfgQMH8/7771NaqlK/vk91t7ZQF39TKn0uooRCUPr27Uvfvn155ZVX+Oyzz5g5cyYjRoygefPm3HjjjUydOpW0tLQq9V1jTt7dd9/N/PnzWbZsWZWNrQgPPPAAr7/+Ov/+978rtV9eXl6duviCoaoqhYVafHykxUXXZcS81D7EnNQ+ztWcqKqKzWYjISHB+Oz333/nqaeeYujQoWRlZQV9yKzNXHLJJdSrV4/ly5fTqlUrGjduXCPHFddJ7eNCnBNVVVmzZg3t27cnJiamnGZDbaAuzkt+fn6ltpdkE1KE1TeUZM+ZNzpHREdHM3XqVKZOncqePXuYOXMmb731Fo899hgjR45kwYIFle6z2p08VVW5++67+fLLL1myZAktWrSo1uPFxcXx6KOP8vjjjzN+/PgK72e32wN+9OsiuhNrt9vrzE2mLiDmpfYh5qT2cS7n5LbbbmXGjBlkZ++jTZtW7N69B4B58+aRk7OfKVOmYLVGnaGX84+qKrjdDjweN4MH92H9+nV89dU87rjjFm94nLadps6oKVn4lCY1xcyyKpSy7Aur09UZQ6k+ut1uJMmF2ezBbA6lQqlL+pdV6fTZ46vb5t9WeXvCqVBW3h6pzNj5q1DitcdtqFuaTHqbDCjecdXmRg9p1M5FDlC3rJg95iBzGVwVU+tTnxPrORwfTRWzKvaoatVVQ3V7fEXfy9uzbdsOdu3axd13301iYmIFr56apS7+plT6PMRKXoVp1aoVDz30EE2bNuXhhx/mu+++q1I/1e7kTZ8+nY8//ph58+YRHx/PkSNHAO2Lrtf6OXXqFDk5ORw6dAjAqKPXuHHjKr2RvO2223jppZf45JNP6N27d4X2iUTVn6qgn+eFcK6RhJiX2oeYk9rHuZqTqCi4/fZpnDx5ir179xlOHsAvv2ykqKiIO+64s1zNvdqG01mC06mVh5AkmDBhLP/5z3vMmTOXtm3b4HA4sFqttGzZnOhorYC65iQFV4zUperLIkm6Uxf4VltVVb+28oJn2jQpIdUZz7U9FWk7F/bohdz9+/XJ/GsOT6A9blwuN5JkDshpq47xCZyT8vmmZzc+6nmbL0/QBRWVzZs38+mnX9CuXQZt2rSu1ffruvabUnknLxJLKNR8hN/SpUuZMWMGX3zxBSaTiauuuoqbbrqpSn1Vu5P3xhtvAFpBTH9mzpzJtGnTAJg/fz433HCD0XbNNdcA8Le//Y3HHnus0se0WCw8+eSTTJo0qUo2CwQCgaAuo/1wN2hQn8REO9u27eDXX3cZrbt27eb111/n7rvvrjaVwOqgVasWjB9/Ed98s5A1a9YZn8fGxjBx4sV06tT+PFp3oRD+oVBzwurGQ/75RlEUvvhiPm3atGLSpCvEuNZ2hJMXkgMHDjBr1ixmzZpFdnY2/fr149VXX+Wqq64yFDergqTW9US0M5Cfn4/dbicvL++CCNfMy8urU+ECdQExL7UPMSe1j3M5J263E7fbYYSTOZ0O3n33Q/btywG03AiXy0XHjh25+eaba22OnqJ4cLlKjbBBXYTE6XTjdqtERVkpLCxi/vyv2Lr1V7p168SECZcQF6crD0oBqy+aGqLZaNND6kBFU0M04ysaroXU5ecXEB8fh9msFQbXnijUAHv0ED/NAZK8q0EevzY9FI+Q9mgiIuHt0VbZFHzFv03eAt6BbbJsOkt7fPv526MrSPrCMZ2GWIimPhkYrlneHn1eK2uPhF7I3e12UVBQSEJCfJki7wqK4jKcTF+/5ccu0B7VG3JZ1p5w3x+fPeHny98ei3Gd+dujKCq7d+/FZLKQl5dHp07tiYqyoqoeTp48xXPPvcLNN0+jY8dOWCy2Wnu/rou/KRV9fta323hfB+KjIisnr8DhoetL26rVRxg5ciSLFy8mKSmJKVOmcOONN9K2bdtz0neNqmsKBAKBQHC+MZs1+X7w5crcddc9vPLKK+Tk5JCens7OnTvZuHEjGzZsoGfPnufT3JDIsomoKN9bXv1c/B8iExOTuOOOu/jpp5/4/PPPefHF17n++utp37592P0q2uZ2m4mPT6zSvue6TW8P11bX7dGcbwtxcaHnJJLGZ+7cuSxcuND4LCfnd6ZMmYLH4+GTT+Zis9nIzOyI1RodtA9B7UGSZaRa+sIsFFINrORFR0fzxRdfcPHFFwctD3c2CCdPIBAIBBcs+gNmTEwM999/Px988AEbNmwAwGazsXjxYjZv3kzr1q3p06cPFoul1r6JD2WXJEn06dOHjIwMPvzwQ1577TWuuuoqI40imCS9/nm4trL7hmvT26ujTdgT2FbRY9b28Tl58mSAg9enTx/Wr1/PwIED+eabb9i+fTs333wzMTExIgw2EhDhmkGZP39+tfUtnDyBQCAQCNBqsd58883s37+fefPmsWPHDrKzszlx4gTr169n6dIlZGS0okGD+rRv34GGDRt6Q8Rq/4OLx+MmNjaKm26azGeffcHXX39Fly5tiYqKNsLvNFVDPTRP8lNZ9PXhr/ooSSYcjiJKS2Vv2J4HTWXR5A1NBC2kz+MXmqeH9Olhex4jNE8P6auqPT7VR8lQZwxujy6gUlF7ZLTw1WD2mJEktRrskYwQ1crYA/qc+PYtbw+GsqVPFdMXpquHMWthlmdnT8XGJ7gCbF7eKQAyMzMZPXo0cXFxrFmzhn/+858AdO/elZgYCwUFx/EPCTWZzJjNUQFKqIJagHDyahzh5AkEAoFA4EezZs2455572LHjV95//30KC4to06YVoLJly3ZOn85jzpyvuOWWKXTo0AmrteqJ8TWFw1HgLZUAQ4b0Z926DSxbtpJhwwaFVC7Utg+tpKiqLtxuBy6XOWAVRXMEgteXCqWkqLWFV1I8kz3BlB0vNHtU1RliTsLZE7rt/IyP1tawYQLt2mVy4MBB9uzZE7CqB7Bhw0Y2bNhIenoaw4YNJDMzw7DJ7XYSG1s/aP+C84QsQ4TVyRNOnkAgEAgEdZCMjLb83/9N58cfl7Js2Wrq1bPTqVM7bDYb3323yJs/ESkhYj47GzZswNChA/n++0WkpaWQkdH6PNolEARHlmUmTbqav/3tSb7++mv69u3LkCFDaNy4MQ5HPqWlxezdu58lS5Yza9YnNG2ayo03Xk9MjMjPq5VE5EpehNlbBuHkCQQCgUAQBFmWsduTuPTSS+nZsyc//riYdes2UVRURGpqCsnJqXz00WzsdjsTJkyotSqcADZbHG630ygkPXLkUDZv3s67735Iu3aZpKWlMmzYYMxm2VuE2lf4WsO/gLcvXNNsdmOxxKCqehif6lf4WleE9BhhfHo4nR7iqqssasc0Bahi6qtBiuL2Cw0MZY8lqOqjqqrePs1h7fGFawazx+zNF6tOe1zeouGh7dHDPGVZDjk+2px4sFiiDXXUQHsCVToD7dFtrao9ihF2GX58/NU9g9uzZct2HA4nDRo0YuzYsRQWFtKvXz927tzJ8uXLOXbsGMeOHSUuLo5Jk67k+PFjzJz5MXv25NCzZw9MJuu5uGwE55DIFF6JLHvLIpw8gUAgEAhCYDZHYTZH0bJlW1q2bEtRURFff/01gwYN4u233+HIkSOoqkpmZmaAYmVtQ5bNWK2BP/ldu3Zj5cqVmExmlixZxtq167n99ttJT0+vUJ+qquJwKNhscUL0IgiqquJylRgOpV5SQgvVlDCZLFit0ec0p1ObEw82W3xEz8l7731U7rMlS5ZgsVhITk4mKSmJXr1688svv/DZZ3P5wx/+wNy537Bs2UpKS12GqJCgFiHJ2l8kEWn2lkE4eQKBQCAQVJDY2FiuvvpqFi1axOHDh7nrrrt47bXXePPNN+nevTtut5tGjRoxbNhQYmNrt/MzceJELr30UkwmEydPnuSdd97hxRdf5I477iAjIwPQnAZduTCYUqKiKCGVDfW6a5Vv01bNgjk/Z7InVNv5sEdR3DgchUGPpeWyOQECymCcC3tCzcn5Gh+9rmBl7GnTpg3R0dFceeWVnD59mtOnT2O1WsnMzMRi8QmqtGjRgrfeeou///3vdOzYkeXLl5OTk0OfPr2Jian9ubIXFCJcs8YRTp5AIBAIBJWkS5cuLF68mI8//hgAt9vNzz//TP369di4cSOrVq3kj3+8m6gomzfkzYLVGlOrnD5Jkoy6TA0aNOD+++/nzTff5M033+TPf/4DMTE2P3EMqZzKosfjoqSkCLPZhcnkK2atqqqhzghaPT9dZVFVddEWxWuD7FXM1Pr1L7ztC0HUju+vFhnMHn8hj2CqjxW1Rw8xDGWP3lYZe0LhdBbhdpciSXqR9bOxRwuH1ObEjdlsOcP4BKqYlh2f4PaY/MJQtVXJcPb4BGYqMl9av7m5uezZs4fx48dgtXpo3DiRlJQkzGZrgIMH2nV477338t1337J8+XJkWSY+Po533nkbkBg8eCCZmW29115kP7BHPMLJq3Ei23qBQCAQCM4DDRo04IEHHqBhw4bExvpWDE6dykVRFPLzC9iwYZOxauN0FhnqlrUVq9XKTTfdhCTBt99+V8ZJ0fK/NOVCRzkHRlHcuN1Ob96fC91B0No8eDwOb5vTcBhAczAUxdev7jDobbpSYvljVtQeR6Xt0VfZQtkT/Jjh7QmHbo/ed9Xt8Ze5rMj4OMKOT3B7PMbnWtu5t2fbtu0oikL37p0Ne9zuUkpL8wP2WbhwIQsXLqRly+Zce+1lXudRMertFRYW8s47M/n99xzcbkeF5kJQjejhmpH2F8GIlTyBQCAQCKpAvXr1uO+++wAoLi7gyJED5OXls23bDlat+pl9+3Lo3bsneXn5xMVFRuhYbGwsQ4cO5Ntvf6Bt29a0bdumVgvKCOoeTqcTi8WCzWYLuc3hw4eZO3cuqqpy6NAhLr54OKqqMmrUUIYPHwyAy+Xi+edfY8GChdx22201Zb4gFGaT9hdJmEUJBYFAIBAILmiio+NIT2+Nx+MiM7MdQ4cOxu1289RTL5CfX0B8fBwDBgxk9OjRWK21W/lv5Mgx7Nt3kFmzPsFisdChQyYTJozHbk8MUMX0eJxIkozJZPGGawaG/+kqi74i5pI3Z8ztXT2SvPuavfuphiKkT9mxrEpnoOpjeZVON5JkNlQ6g9tj8YaJ+tvjU6Esb4/Lqxoazh6T0W+gPboK5Zns0Yq8BxsfnwqlahzTV8Q80B63W58TK2azvz36uFZ0fMraE0ylU8VX6J4KqYZWxJ79+w/SqFGSd45k7xiYjeLmu3fv5p133qFBgwYMHz6c2bNn069fXwYM6MfChUs4dOgo6elptGjRnHHjxvLhh5+wefM2evTogaIolJaWoigK0dHRRrjymdC+C4o3rFi89KgSIlyzxhFOnkAgEAgEZ4kkSZjNVsxmzYFLTbXjdDqx2aJxOJy0bNmKhQsXsn79eq6//npatz672nQul4u1a9fidmuy861btyYlJeWc5PxFRUVzxx138ttvv5Gdnc2iRYuYOfMj7r33XiRJNpxUTT1SJibGXu64TqeT3377jcOHDxMTE4PdnkDDhvWJi7MF5H+53Qqq6vHmLMZW2n6324nLVWo4VJpdmmNhMpkxm21YrTGV6lNVVZzOYqM8gR6uqDss/k6Mr00x5P8tlmisVkvI/oOhKApOZ5HhUOnj4/EoKIrJ75huIxxRt0fP99RKT6i43SZjTrTC6I6g4+Ofs6iHT6qqYjhlZnMUUVGVGzsAp7PECMn0jY/Tb+ykgFw+//myWGycPp3PsWPHMZliiY6ONsba4Shi2bLlfPXVNzRv3pTrrruS2NhYPv9cJidnH1dddQ1paemsXr2aH39cisPxvZHDt2zZMjZs2MCOHTsoKSkBtGs2NTWVAQMG0L9//3IOn8fjwuUqweEoRZJ8QjZ67qHZHIXVKmryVRhJirzwx1qUQ10VJFW/W1yg5OfnY7fbycvLIyEh4XybU62oqkpeXh52e/kfZMH5Q8xL7UPMSe0jUufk0KFD/Pvf/8bhcNC1a1c2bNhAaWkpTz75JPXr169UXx6Ph71797Jv3z7WrVvHgQMHAK2en6Io3HLLLXTr1u2cn8OBAwd48cUXKS0tBeC6666jX79+AAFzojkRKvv25TBjxgxOnTqFxWLB5fLlIjZv3pRLLx1LSkqTcseJjrZjNkcFfKavpumrOmXbiotzw+a/qapEYaGL/fv3k5eXh8PhoE2bNmRktPHWazOV+z55PC6Ki3MrNUb+mM1R2GwJAf3qK0GaCmX5YzqdxUGVOCtKVFQsVmtswHUCUFx8qkxuXOWIjW1YLlxXW93zBB07VVUpLDxe5ePJsomSEpUnn3ySwYMHM3HiRCRJwuksYd68L1m8eAUDB/blootGYDKZOHToCC+//CYAPXv24IorriQhIQFFUTh48CC7du0iPz+fH374AYD09HRGjBiB2WymoKCA7du3sXnzFpo0acIdd9yB0+lk2bJl7Nmzh6KiQnJzTxu2paenkZrahKZNU+nUqT1Wq5X4+EYVOq9IvX+Fo6LPz/p2m58bTXx05V5+nG8KSlx0fvC7iPURxEqeQCAQCATVREpKCg899BCfffYZP/30E263myFDhpCYmFipfoqLi/nzn/+My+XCZDLh8XioV68ehYWFeDwekpKSznp1MBiKopCUlMiUKdfy9tszAZg/fx5OZxEtWjRHUVSKik57V9Rc/PbbXhYsWEhqahNuumkK6ektURSVkyePsWvXryxZsoJXX32bHj260apVxJrYxQAATwBJREFUc6Kjo7HZorBYLBQW7iY9valRekJbYfI5KJIk4XJpn9lstrDO3dGjx1m9+mc2btxCSYnmnMbGaqtd3333HXFxsdx00/WkpDTxhgn6in37i4lUBbfbQWHhiXLF0P3FTTQVSsl7TN+KYFVxOIpwOksAmZKSQsxmz1mfB0BR0Yky4xNoq7aqpRevV87KoQSt/6goGDJkIAsX/sDevXuZMGEC8fExLFu2ihEjhjBy5BBje1mWaNiwPsXFJaxbt5769Rtw8uRJmjVrRosWLRgwYABvvPGGsX1OTg6//57DiBFDUBQ37du3IDf3FDk5B5k1awZ79mQD0LVrJzIyWlJSUsLq1Wtp3bol8fGx7NmTzerVa/nss7n87W8PER8f7lwUCgoKOHXqFLm5udjtdsP5viC5AMI1ly1bxj//+U/Wr1/P4cOH+fLLL5kwYUL12FYBhJMnEAgEAkE1EhcXx4033khpaSl5eXkkJydXuo/S0lI8Hu0B2mw24/F4MJvNdO/enRYtWtCtWzfiwz1xVhGPx4nLVUKrVs148MF7UBSFTz+dw3//OxdVhYSEBPLzfaqHkiTRo0dXJkwYi8ViweNxYrXGkJycQlJSI3r27MWiRYtZs+Zn1q7dUO54siyRmpqC1WrB4XBitycwbNhAGjZswKpVP7Ns2SocDidt2rSka9dOdOiQSVRUFKqqcvz4CX75ZQsHDx5i9+49xMXFMXDgINq1a0ezZs1wufK9Qh1H+OKL+cyY8RF33nkT9evXA87snFgsNq9zJgPaCmN5FUkdNawTWjH1Tck4prb6o5Wm0FQ2yzuFWqilx1u6wB1yxUiWLZjNViRJd0IVPB5XSAVK7fyCj4+Wz3dmB9VsjvLLyZOM/EFFCa44O3z4QJo2TeH77xfzwgsvABAfH8/IkSOxWEzekFZo2rQ5jz76CGvX/sKHH37I2rVryc3NZdOmTbjdbqM0R4sWLcjO1hy4pKT6xvi73W5ycg4CGP8F2LMnm5SUxgwZ0p8JE8YZn584cYp//vMVAGbM+Ij+/ft7S1t4aN26NW63m1mzZlFcXExpaSlut2+eExISSExMpHfv3vTp08cIRb1giES1ykraW1RURJcuXbjhhhu4/PLLq8moiiPCNUW4puA8I+al9iHmpPYh5kTj4MGDrF69mszMTDp16lTtx3O7HZSU5JX7vLi4hP37cygtdRIVZcViMWM2m6lXL5HERN9qRVRUfNC8paKiXEpKCikpKcXhcOByuZAkiQMHfmffvgOoqoLFYuXAgYMcPXoMi8WKx+Ohd+8eJCU1YNOmrezbdwCTSaZBg/p4PB5OnszFarWgqpCRkcGtt94aUFetsPB4gLz+66+/Q3x8PLfffsMZFURl2UxsbPnwWpfLQWlp+fE5F1gs0dhs5R13h6MQp7M46D6qqlJQUER8fOj8xpiY+oa4jD8FBcfxX208lwQLa1QUN0VFp8LuZ7XG8euvu9i0aRNZWVm0b98+6HYej4eFCxeycuVKcnNzeeaZZzh16hTZ2dk0btyYtm3bsmXLFrZv38qoUYMxm33nv3DhYn74YSkA1113JcnJjVi0aBkbN24B4NJLx9KvXy/dIt5770N2795thCHr3x1FCXR2r7zySho0aED9+vWJj49n165drFmzhh07dtC2bVuuuOIKioqKUBSFjIyMiLuvVTpc88XxkRmuef9XVfIRJEk67yt5wskTTp7gPCPmpfYh5qT2cSHMyY8//sicOXPo0KEDnTt35uTJkxw+fJjMzEyGDBlyXmzS1RV1QRB9BURXi8zPLyQhIT5AFdOnhhiothjYr2IIm2j9BqpQ6jl+LpeDpUuX43A46devD/XqNUCSZFRV4cSJ42zbto3jx08AEu3aZdK2bTtk2YTVai3nuOmKjrp65d692bzxxjuMHDmckpJSnE4n7dtn0qFDpqGYqZ+Hrpyph5D65wj6j43H4yRQNVRb9dNqxGmqmNr4aMXj9cLxmjCKYhzLXzlTDyHVCpHr+7iM8/B43MiyjCxrNhYUFBIfH2fUtPPZ45sXPa9OV+n0Fbh3e/sOtEdf9fM/V98cm/z2D7THdz4m47sEkt8+buOYZcdH//7o3xd9TsrmZvqPjxbS6/ITBwo3X9oxCwuL+PHHZaxYsQrACIfWkSSJF174J2azxbDH43HjdDooLCzCbk9kxYoVfPHFF4BWb3LIkMFccsmlxndQv38lJMTz008/8cEHHwacQ/v27Zk6dSoxMbaA8Qm8DgPn63xTWSdvyysTI9LJ63TPlxHr5IlwTYFAIBAIagGnTp1CVVW2bt3K8ePHOXr0KACbN28+b06eJPkcBEuZ5zNVVTGbnVgstko/dEqS7BVZiQq7ndUaw9ixlwRtS0lJJyUlvcLH1Jw2k3HMjh27MX78eObPnw9AUlISP/30MxkZGVx11VWkpKQAmhBLSUl+gFqk7zx8pSH8c+C04t4mQ5zPP6RTczpc3jafYA2A2605SrpDoqoeAt/FSwGOg0+9Ui+tIONyleB0yoDPVr04fDB7fOcR2h4tfzCwTTumM0Cls6w9+hioKuVyBH3HrPj4aPvJQe3xHx+XK9AevU1z9gLtiYmxMX78KMaMGc7+/Qc4duwYNlsUCQnx2O0JJCbacblKcLtL8OVXakRHS7hcBXTr1p7S0iL69cvC7K0FV1R0wii5oKpaLU1ZdtCxY2v++Me7KSwsJjY2lpMnT/HZZ3N48cXnmTTpCpKTG4UdH73NZLIQFRXrl/tZy4ngnDz/kHSAqKgooqLC37tqA8LJEwgEAoGgFnDFFVcY6piJiYl8/PHH7Ny587y+Ca7rjBkzBpvNxtatW7njjjvYsWMHH3zwAc888wxPPPEEiYmJuFyl3hWx8mhOWPC+q95W1jkJaA0rbqLl5Hm8K1tllS+rbo/236rZUx3jUzV71LD9WiwmWrduTuvWzSttj8ViYtCgPkHa9GOqAXPasGEDGjZsAGg5grfdNo3335/NSy+9SXJyEomJduz2BOOvceNkUlIaG3Oq5YN6vKuLEZLbF8E5eU2bNg34+G9/+xuPPfbYeTCocggnTyAQCASCWoAkSQEKmffcc0+F9vvtt98oKCigbdu2xMRUvq7Zhc6QIUOMldL27dvTvHlzfv31V6Numih+LahukpMbcf/9d/Dzzxs4evQYeXn55OQc5PTpPIqLtbp+9erZGTduNJ06+fISI+q7KcsQKauOOrL2wuDAgQMB4ZqRsIoHwskTCAQCgSBiWbRoEf/9738BTb3vxhtvJCMj4zxbFZmcOHGCH3/8kc2bN3PzzTcbaqVWawxmszUgH02SZL+cQxlF8fgVMsfIf9MewhVjP71gut6mr/Ro+YweI8/NPwdO+/PlLPpCRD1l7NFy51wuEzZbrNEeyh4tDJMAe/Rjnit7tHYtb67s+Gg5iz7V0LL2aPmHZ7bH43HidgdfadWRZbOfUum5sEcvKH/m8ZFlLQfS6dTEdPT8QX0/WZYMewYOHFDOHofDwc6dO3jnnZl8+OFnPPXU48TGxgfkLEYEERyumZCQEJG6HRH07RAIBAKBQOCP/8pdfn4+L730Evfeey9t27Y9j1ZFHvv27eNf//oXFouFiRMn0r17d6MtXF6ijskUXlCibJH3imMN2xosT9JkMp8xTzK8PeGOWTl7dExnWMA5G3sUJQq3+2TY/qOiYgOOUZ32BEPLX43CZosPOi/h7DGbrXTs2AVZlrHZbCQmJoU5fi0mgsM1K0phYSG//fab8e/s7Gw2btxI/fr1SU+veP7wuaJS1j/99NNkZWURHx9Po0aNmDBhAjt37gzYRlVVHnvsMVJSUoiOjmbIkCFs27YtbL+zZs0yapn4/5WWlhrbFBYWcs0119CkSROuueYaioqKjLZp06YhSRLPPPNMQL9z586tFQpEAoFAIBBUB3369OGf//wn48ePN8oFvPzyyxw7dowFCxYwY8YMDh48eIZeBL///juKovD3v/+dkSNHGp+rqoLb7TTq4fmLoOgql6HbtJp22ipUYJtWJ87hXREKTPZSFP2YznK5eT57nOVyz3R7PB5nrbKnusdHlk3ExjYkOtqO1RpjrCBaLDHYbHZiYxtgNkdVoz2eCo5P2baK22OxWLj22mspLi7m4MGDYe2ptUiybzUvUv4q6eStW7eObt26GbnVDzzwAN26deOvf/1rdYzoGanUSt7SpUuZPn06WVlZuN1uHnnkEUaNGsX27duJjY0F4LnnnuOFF15g1qxZZGRkGDfMnTt3hi3UmpCQUM5htNlsxv+/9NJLxMXF8f333/Piiy/y0ksv8cgjjwRs++yzz3LbbbdRr169ypyWQCAQCAQRh9vtxOEoRFE8DBjQg06d2vDccy/jdnsCRAG2b9/OQw89RMOGDc+fsbWc1NRUANasWcPgwYPZuXMr0dFRJCU1KLOl5Cd+UV4cxaeKWbk2kJEk1SvuUfahXfLuLwXZN9AeVVUpLS2iqEg1lB2rbg9eB6K8PaHHoDrH50z2qAEOj6K4cbnOjz3a/r75UlWVkpIizGaXV+Ez2FyGP2aLFimYTCZeeulFLr10LB07tjPq/UmSybtSGBfE1lqCyaz9RRKmUAJIwRkyZEitcrorNdrffvttwL9nzpxJo0aNWL9+PYMGDUJVVcP5uuyyywB47733SE5O5uOPP+a2224L2bckSTRu3Dhk++nTp8nIyKBTp05kZmZy4sSJgPYRI0bw22+/8fTTT/Pcc89V5rQEAoFAIIg4tBUbn5y73Z7AmDEj+Prr74zPnnjiCZ5//nkWLlzItddeez7MjAiaNWvGoEGD+OKLL1iwYAElJZrYRUpKY7p370Lv3j28tdfUsA9xoVUxw7eBElK9UXcigh/3/NgT+pjCnvDzFd6mcMeMj4/l//5vOl9//R2ffPIFVquVzMw2XHrpRcTFxeFyFdduJy+Cc/IilbOyPi8vD4D69esDWuzpkSNHGDVqlLFNVFQUgwcPZtWqVWH7KiwspFmzZqSlpXHxxRfzyy+/BLTfddddvPXWW1gsFmbOnMm9994b0G4ymXjqqad49dVXRWiKQCAQCOo8wZT1+vbNYujQAcTFadE1H3/8MUlJSezYsaOmzYsoJEnimmuu4aGHHjJW9Vq1akH9+vX45puFvPjiv9m587cz9CIQVC8NGtRnypRruP/+Oxg6dAA7duzihx+Woqpq7VfalEyR+RfBVHndVFVVHnjgAQYMGEDHjh0BOHLkCADJyckB2yYnJ7N///6QfWVmZjJr1iw6depEfn4+L7/8Mv3792fTpk20adMGgObNm7N7926OHTtGcnJy0Fy7iRMn0rVrV/72t7/x7rvvVvXUBAKBQCCo9Wiqj1EBqo8WSzQTJkxkwoTL2b59B5999hm5ubl07tz5fJsbEaSnp3Pffffx+++/06RJMori4ejRI3z++RxmzPiQiRMnMGzYcLR6bC5v/lZZlUXVUNusmAplcJVOScLbr8WrxBlKpdMEKN6C5y7MZhdWayxmsyWsPVoR7crYI/mdZ8Xsqcz4nJ09kpHHVrvscXn7VbFaVaKjEzGZzKjq2dmTnh5HWlo6kmTi228XUlLi4qqrrjov10yFkaXIWxmTI1vXo8pO3l133cXmzZtZsWJFubbyBTjVsAIoffr0oU8fXxHJ/v370717d1599VVeeeUV43NZlsOGdAI8++yzDBs2jP/7v/+r6KkYNtamONrqQD/Hun6ekYaYl9qHmJPah5iT4GgPnVZMpvKqfp07d6ZNmzZkZ2fTsmXLcz52dXVOJEkiLS0N0FQz09Kac9999/Pll18yb9582rbNpGnTpsiyCXOIpyhN2j6UQqMp6Hxpx5NDqnhKkhxGMl/2OgpRWK0erNaYgOeu82VPzY4PtdYeVVVxOBSvwy4ZY3e29owfP4HU1HRmz57NE088wbhx4xg8eLBR47E6qfR1L8I1a5wqOXl333038+fPZ9myZcaNEDAcsCNHjtCkSRPjc331raLIskxWVha7d++utG2DBg1i9OjRPPzww0ybNq3C++Xl5dW5H6qyqKpKYWEhUN4RF5w/xLzUPsSc1D7EnFSd1NRUHA4HDofjnPZ7oc3J4MGDyc7O5vPPP2Py5Ou9K2WysWqjKAqqquVI6is9epu2cuMBVCRJq7nm36aqHu8LcROybDLGU+vThcdTdkXHp/qo1V2TvKtAEkVFRX4O+Lm1R99PVRWvo2LyEwspb0/lxkdrq3l7JGO/6rJHVVUKCgq8q4zKObWnRYvm3HPPdFasWMnChQvZvHkz11xzDdHR0dVzIXjJz8+v3A4XQAmF2kalnDxVVbn77rv58ssvWbJkCS1atAhob9GiBY0bN2bhwoWGfKjT6WTp0qU8++yzlTrOxo0b6dSpU2XMM3j66afp1q1bpQrC2u32iCx0WBl0J9Zut18QP8iRgpiX2oeYk9qHmJPax4UyJ263g9LSQmTZw9ixw/n3v99h9eoVDB060LuFpuwYuHjiLt9R0DZtXx8ewON9oFeQJMW7IgTg8m5jQpa1pSPfMVXA7XU8XJhMzjJzcnb2+Lf5jql4//TjqOXsCb4f5drOrz3l24LbI/ltXzl7VFVFll2YzVZDCbRi9gSjvD0JCTbGjh1Op06ZzJz5EQsWfM2UKZPPoj7jman0NS+btL9IItLsLUOlnLzp06fz8ccfM2/ePOLj440cPLvdTnR0NJIkcd999/HUU0/Rpk0b2rRpw1NPPUVMTAyTJk0y+pkyZQqpqak8/fTTADz++OP06dOHNm3akJ+fzyuvvMLGjRt5/fXXq3RSnTt35rrrruPVV1+t8D56bb66jn8dQkHtQcxL7UPMSe1DzEnt40KYE4/HheZwSTRtmkrTpmlkZ+cwbJj/OZ/N+QfbV0FbZSvfpq9UhRpzSTrbZ5pw+9V02/k4ZvXYE/5aOTffn/T0NEaMGMJXX33LkCGDaNWq7Vn0e4ajVvb7JVbyapxKOXlvvPEGoNWB8GfmzJlGaOSDDz5ISUkJd955J7m5ufTu3Zvvv/8+oEZeTk4Osl+c6+nTp7n11ls5cuQIdrudbt26sWzZMnr16lXF04Inn3ySzz77rMr7CwQCgUAgEPjneZ0+nUdOzgEuu+ySaj5qsBUlnfA6B4ILm969e7B27Qbee+8j/vznP1d72GaFMVm0v0iiknXyahuSWtcT0c5Afn4+drudvLy8CyJcMy8vr86H1kQaYl5qH2JOah9iTmofF9KcqKqK01nKf/7zDr/9tofHH3+U2Ng4rwMoGTlTet6UrpaoVaryV6HUSj75VB/VoCqLsmzy5mm58Hi0P63Naqht+quq6qqPkmQiLy+fhIR4QxXSp9IZzh6Ld4UwtD2AsZ+/6qPWrxTUnrLjUzF7fOqVoe0xA+pZ2qPlOtaEPaqqkpubS1xcjDdHsKw9ukpneHv079aZ7Dlx4hTPPvssmZmZ3HLLLdVyfVb0+VnfbssXfyI+tvrCR6uDgiIHnS5/NmJ9hAgrPS8QCAQCgUBQs0iSxM8/r2P79l+58847sdsblNlC9j6UByOcCiVelc7yD7/aw74Js9kWdD+TyYKpzMqIlvulO3zBVR+rag+A2WwFQilNlrfH/5gmk/kc2yNFkD1aSQerNTqEwxVapbMq9iQnJzNlyhTefvttPvjgAyZPnnz+X8SIEgo1jnDyBAKBQCAQCM7A6dOnqVevHh07djSUG7XVHk+Z1RX8aqtpKzq+Gmj4rfppqo++fSUUxYPH48TjcSFJGOUxJElGVRTc7hJcrhJQFcyWaMyWaGTZ7LXHjdvtxOksxuWK8op8nJ09/rXwQPJb1ZKMY3o8bkAtU0NPHx+X1/E0ncX4WAwFy7Ozx1dDr2bsUbzz6fZu5/Iqa5rOkT1ur7qn2bBHUXxt7du35aqrruSzzz4nMTGR8ePHn19HLxKLi0eavWUQTp5AIBAIBALBGSguLiYmJobi4tN4PM5z2rfmBDgIloenqgpuRwGq6im/I2CNro/JFOXdVsXlKqakRBfGkM//Co4AVVUpLS2isFCp0fno0aMDhYWnWbDgWxTFw6WXTjh/3wdRJ6/GEU6eQCAQCAQCQRgOHz7Mrl27iI+PP+cOHmiOXCihFb0uWyhkOXi4okAAMHhwf2RZ5uuvv0NRVCZOnHh+HD2hrlnjCCdPIBAIBAKBIAilpaUsWLCARYsW0aBBA8aPH4/JZPGWVTh3aA/dwRU1taLYstcRLI+iuDCZQjl6Kmcnzy+oCwwaNACbLZ7//ve/7Nq1i2bNmpGZmUnHjh2xBE8EPPeIOnk1jnDyBAKBQCAQCILw+uuvk5OTw7hx4xgxYoTxQOyfU6UoSrm8KT1fz19lUVeo9M/j8ldZ1HKq3F41TSdajpempinLJi3nzlWK212Mqvjn5Fm8x3ThdrtwOFSioxO9OXlVt0dv86mGSmXy3PxVKNUyKpQEVX30tVWvPXpO3rmxx4PH4wlrj6YaGn58XC6J2Nj6htrm2dmjt8nGeZ7JnmHDhpGUlMRPP/3Ezp07Wb58OQ0aNODyyy+nS5cu1b+6F5ElFEKvoEcCwskTCAQCgUAgKENxcTF79uzhmmuuYdCgQQFtkiSFVW80mXQJ/PJoYhkmoLxCo/7AbrGUr20my2asUXFYo+JCHNOKLFuwWl1YLIEqjlW1J3ybXGV1y8iyR3eiQtsTXB3VZ4/mBLsMR+3svj8+p64y9gB06tSJTp06AXDo0CHmzJnD22+/zbBhw7jsssuQw+SgHTlyhBUrVnDs2DEsFgsdOnQIuW1w40S4Zk0jnDyBQCAQCAQXPDt27CA/P5/u3btjNptZvHgxJpOJTp06lVm50+qcBapQeoKqLOohmGVVH30rM/611RSjhp6v7prLaNdWC3XHQApqT6ByoyeEPQput9O7Wqj6rRZaDBVIj8fpVQ21GO3aeQSuIumrjKHsqer46KuigSqUit+qltnPHpd3NbXi9vhWys6tPf5zqa/uajUPtRqDLleJV2FTNvrVbK1Ze0AiOTmJ2267iWXLljNnzjw8HjfDhg0jO3sfZrOZ9PRU4uNjyc09zfff/8hPP/1MXFwczZs359SpU8yYMaNyF5gsR174oxBeEQgEAoFAIIhcvvzySxYuXAhAUVERp0+f5ocffmD06NHExtooLDxeI3a4vKl+eshhcKSQKzmqqlJcXITJ5CwXfqeqKh5PSZijSyFD9sKtHgnOjK6uabF4ap3aaa9eXSkoyOP77xezbNlyVNX3vbNYLLjdbmy2KC65ZAy9evXAbNbCTZcuXcG7775b4ePouaWRRKTZWxZxxQoEAoFAILhgOXz4MAsXLqRt27bs3LmTzz//HIvFwrhx4xgzZgxOZ9F5sCqUg6eLtFRFUCV0n2ci0h92BeHp3bsHq1evpUGDelx//dWoqkJOzkFyc/Ow2Wx07tyeqChfCKgkSXTv3rVyB5EiUHhF1MkTCAQCgUAgiEwWL16M3W5n+vTp5OXlUVhYSJMmTbBatdwuk8mK2+0IqW5ZHWiheKHLKlRNMVPy9htcTCKcwqeqqoRfgAq+X/US7phVbTsfnH974uLi+Mtf/hDwWceO7c/tQUROXo0jnDyBQCAQCAR1HlVVDcXDY8eOsnHjRg4ePMTmzVu4+OKLMZvNNGjQgAYNGgTsZ7FEYbFE+aklegyVRS0ETQrIjdLDKXWRDY/Hjcfj9JZdUJFlC2az1RDd8ClG+qt0+lQWtZwztzcXy0J5FUqfPSDh8ViJjo7x7udCy/HSc+vM3n71vDtfTp6mCKl688OcKIrH2A8k7/GcRp6gJvBhxWSyeu1VKz0+vjaPEaLqrxapKB7cbpfXHsUrSGLFbNbsVRQFRXH5qVBaDPGQUPOlzYkLt9sZZnzK26Pbqver58CFVsXUcy9lFMWD0ylhsdj88hmtAfNZtfFxG+Ojqnq+nv/4BLen7PjoKp1l58tfpbPs99lkKq3cBShKKNQ4wskTCAQCgUBQ5ykqOsnevdmsWLGGbdt2YLFYSE5OYvz4MfTp0xWHo4ioqNiQ+/vUEoO1lVdLVBSFoqKTlF2l8XhcuFzFAERH2zGbo4wH6LJojkvwtmD2uFwOiotzy+XkaSIrWthpbGwDr4NR/ly08yiv7FhSkofb7Qj4THMwtM/M5ijvuVR8fM50zMLCk+VWHRXFhcul5RVGRcVhtcYgy8GVJIONj9vtoKQkr9y2vvHxlTkIpm4pSZKfwmd5gs2Xw1GEw1GIw1GE1ap6hV8wxk6STMTFNajU+KiqSlHRyXKry9p3q+z4VPz7E3jMst9nj/f77DtWpYjIEgru823BWSGcPIFAIBAIBHUSRVFwuRxs2LCBxYsXc/DgIZKSGjJhwji6d+9shGQCuFylfis+Wljj3r0nych4izVrrqNbt5QzqmJKksmod+d2a+qV4XA6i40VmEDVR8258dWe0+wpq7KYkfE2997bi3vu6YWiuHE6wwmr6McswmSK8tZrw+hXrwMXTIVSO5fQuN1Opkz5L3l5Tr788uogqo9mv/Hx1azTV+D08/S3J1RYqW++SoxVpvLjoztcurqlZo/LdabVJxWns8jreOv2+JRKK6rS6W+P2x3+mKrqweksDhgf33cr2Pj46uud7fgEruCGni+Px13Oya8smoMcWeGPtU0kp7IIJ08gEAgEAkGt5dixIh59dBHffPMbR48WUa+ejS5dGvPYY4Pp27dpyP2Ki/NZvHgRK1asIS8vn9atW3LDDZPIyGgdtB7YbbctJC/PwSefXGR8lpQEu3dPpUEDGw5HYchjuav4wl8LfQy9IuI6w2KJqio4HEUUF5/y/vvMuV0uV2k5Z2fZst95+eWNrFt3lNJSD+np8Ywcmc5dd3UmJSV4Xb4ylnjD+FwBqz3ViaJ4KC0tOOf9Bhufiu9btWOG+25VleoanyojwjVrHOHkCQQCgUAgqLVcfvlnuFwe3ntvAi1b1uPo0SJ+/HEvp06FXrU6deoUb7zxbw4fPkK3bp0ZOLAPTZo0rvSxTSaZ5OSYszG/1jNjxjYeeGA5kya15cMPR5OeHs/Bg4V88slOXn11E08/3f98myioC0imyFOrjDR7yyCcPIFAIBAIBLWS06dLWbEihyVLpjJ4cHMAmjVLpFev1P9v78zjmrrS//+5NwuQBIJsgcgOgisWRaVKKzoKuFSd1m2m49Jq1W/VX63fLnbU1qV163S0tdWqbbFWrXa+tWrdrSNu4ILiWkGKCKgoimwhZD+/P25yISRsCgj2vF+vvDT33HvOc8+TE+6Tc87nsTrv3/9OQWLiRdy8WQQ3N0f4+VWgTx81Zs6cCqVSgS1b0jFnzl4kJg7EnDmncOeOCtHRPli7tj+8vSVYsuQctm7NAAC4uKwFAOzdOxz+/jJ06bIFJ0+OQkSEB4xGE/7f/zuG48fv4P59NXx9ZZg8uTPefDMCALfPyWAwYc6ck9i2LQMsy2DChA64f1+N0lI9tm0bbJ59M2LevBT8/HMmysr0iIz0xNKlfdC9uwL2l3gyePBAjenTjyIp6TYUCgnmzevJl3FL7kwoKdFizpwUHDp0G1qtEZGRXli2LAadO7vZqZPF3bsqvPfeSUyb1gXLllUGcwEBcvTp0xbFxdwSvSVLzmHv3mycOjWab/Orry5h7drLuHr1H1a1Ll2aig0brkKrNWDkyHb49NMYiMXcw/Jvv+VhxYrzuH69ECzLoGdPbyxf3gfBwXIALBgGNSxDrLpszn7/2C/jjnNiIrb1WpYP2m+zPvbUpX5q31auXtuy1mQP09AAiKprNjs0yKNQKBQKhdIikcnEkMnE2LkzHdHRvnBwsH5ssSgPEmLAv/7VFybTI+zadRLbt2sQFNQJoaEdYDQaIBCIoFYbsHr1ZSQmvgSRSIQJE3ZjwYLz+OGHEXj//ReRlaVCaakeGzeOACEmyOUi5OUVAeD2L4lEThAIWAQEeGDbtmi4uoqQnJyLmTOPoG1bOUaP7gyBQIglS07hP//JxNdfxyMszAVr117G3r23EBsbACcnVxiNesyZcwi7d9/E+vXxCApyw8qVqXj55b24fn0K5HKheQknA6GQU31kWRajRx9AXl459u17GSIRi3ffPYEHDyrg4CCBTOYBk8mIhISNcHYW4Ndf/wY3NwnWrTuPl17ajatXJ0MuF5pVOgVmVUcR9uzJgE5nwjvv9OLVFS3qjAADR0duCSb3sM9ALJbw9ohEjrAoU3L7CgU4duwupFIJjhz5B27eLMQbb+yHu7sEixe/AJYVwWAQY/bs59GxoxvKyiqweHEy/vGPQzh37jWIROIqSpNG3lZOZZLllUYrl7gyvEopp2DJqX8aDJyKqUU4hFOiJDAYLIqiJvMeN5FZhbKquqWR38vHfb4s6p56s9Kkdf9we9z05j5iqihmWttDiAlCoQMcHV3MYib27bHsk+Tas6iGCvn7qNyvZ2tPpc2maiqdLK+k2bD+EUMgENRoj8HQsBCCYQVgWtnyx9Zmb3VokEehUCgUCqVFIhSy2LhxON5441d8/fV5dOvmg759AzB2bGdERCig0ZTCYNBiyBAX7NmzBzdv3oKfnw/mzOmGFStu8HvVONVBE1aufAHBwdwes8mTO2LFivNgWQFcXZ0hkThApyPw8nJCeXkhjEYNr4JpMhl51cL33uvC2zdqVDBSUm7j//4vHcOHBwAAvvzyLGbPjsSQIb4AgE8/7Y2DB7NhNOqhVj9CebkeGzZcxtq1/TBggBIAsHLl8zh8+CY2bDiLt96K5OvX6fQA1MjMLMaBAzdx5MjLiIryMLfzIqKitkGrLYder8WJE3dx9eoD3LgxGV5e7mAYBosX98Ivv/yOn366jNde62i+l0oRjevX8+HiIoaHh9AcGHBKk7pqOiuWnH06nRoA1ydcfxB+T6HJZIRIxOCLL3pDIhEiKEiBuXN7YP78FMybFwWW1SAhQVGlVhG+/LIvgoM34tKlHHTsyKl+SiSuNmqSNalicv1jH05oxf6SXu5eNdBqAbFYCgcHqY2apFarMt+vNfb6p7LMvj2EEBgMWmg0pXbFPCz21GRrbeItFnsYhoVM5mGj/mkyGVBe/shuvXX1T01ljx4V4NChozXaZBc6k9fs0CCPQqFQKBRKi+WVVzpiyJAwnDiRg5SU2zhw4A+sWHEK33wzDKNG+ePcuTR88cV+XLniirIyP1RUEBgM16DRGFFerodUyj24SyRC87JADm9vJxQUlJtVNQXmnGvGOkUwvv32GjZtuo7c3DJoNAbodCZ06cIFXiUlWhQUVKB7dy/+fIGAxXPPecJk4pbDZWeXQq83ITrahz9HJBKge3cvZGQU223zxo0iCIUsunXz5I+FhbWBqyunDqrTlePMmRyoVDqEhKxD1eV5FRVGZGfbBkiW8sYUEOzSxR0SSWWg1LOnAiqVHrdvq+Dv74ybN0vw8cdnkZp6H4WFGr5P8vJU6NjRHUajDlptmTnfXaUqZl0KlU+CJdCpqqpqNNZHibNlwS0DVvGqmAAx5xl8MlXM6mi1Wnz++TqUljZM1IURiMDYSdvRkmEEj6mk00KgQR6FQqFQKJQWjaOjEAMHhmDgwBB8+GFfTJ68Gx99lIT+/Ydj06b92LevDSZN6oyRI9uhTRtHnD6dj+nTk8yql1wUIxJZ/yrP7dMCNJpSANyMSNVZLnv88ksWPvjgFJYsiUGPHp6QycT44gtOlZLb2yQw1219XdXtTpa9T1XP4fbU1STZzoCQyr1l9uBmZbTw9pZg+/YBkEolVudagkHr+2cRGuqGkhId7t0rh7e31Kqs0l4TWJZB9S1bBoP9vWGWpZ1VUyBwpjAYM2Y/fH1l+OKLWPj4SGEyEfTqtR06ndHcL6RKkM3WU8Ke4c+rvnes8j6s7akKISbodOX1aMdevfb2q9VsTx21mq+zb2tlv3KzqvawN/NYvzZruw9re/Lz70OlKsekSeOwbt26BrTVCmfy0NrstYYGeRQKhUKhUFoFBoMBQqEQHTp4YMeO37FlyzZoNG4ghMHq1cMBcHuq9u7NBwDIZO5wdnaEWJxXZ91iMQujsWbhCpnMA+fOpaJ3b3+8/XYsvx8wJycZLCuETOYBZ2cGCoUUV66o0b+/HBpNCYxGEy5ffoguXdwBAMHBcojFLFJS8hEc7AUHBxkMBhMuXnyIWbOiIZN5mPdbWXKcMejWjYHBYEJ6uh5dujjDaNQiM7MIxcWV6wa7dvXA/ftqCIUsQkLkNQZIjo4uEAodwDAMXn01Ch99lIKvvkrHv/71F3MeOAF/bXGxBnK5GJ6eEty/z+X0s5RdvlyZKoFhWIhEDrh6NRcCgRxOTtw+vUuXbkEmEyMsLADFxVpkZBRhw4bhiInxh8GgxX//e91cAwHQkIAIEAjEcHKyvk/LzB8hxDwzx1qVcUtbGxoIVSIWSyAWS6u1abLxV9U27SWSr45U6g6GYasEXMSc187I75WsWmYyGfmlyI8Dwwgglbax6R9uf6vJJql7VXuKitRgGAbBwe0b1ibdk9fs0CCPQqFQKBRKi6SwUI1Ro/6D11+PRFFROs6cOQ6TyQd79hjRtq0ahYUGvPrqGGzfvg9ffZWKl14Kx6lTuVi37rxVPVxePO4h3LL3zAL38MwiIECOI0fykJnJKXS6uIhhmQUUi534ma9Nmy7j4ME/EBTUBj/8cAmpqfkICnLlH8JnzuyJZctOIjTUDcHBjvjqqwsoLtby5VKpCJMnd8b8+afh4+OJwEA3rFhxCmq1HpMmRYJhWAiF1jNv4eEeSEgIxZQpe7BmTTwAHd599xicnCof4/r180XPnt6YNCkJH3/cB+3ayXHvnhoHD+Zg6NAgdO/uA6FQBKFQzNvi5yfHypXxmDFjH8rKdBg/visCA11x+3YpNm26BJlMjM8+i0f//qGYPfsYVq26iOHDg/Hbb3k4fDgXLi6c0IhFhEWnM2LSpN2YN+9F5OQUY+HC45gxoweEQiHc3ARwd3fC+vUX4OPjjJycYsydewYA8Pvvj6DRGKBQSNC7t7dZEIXhBVeq+4tlRRCLJTaBLCd+IoI9GIaBWOxklfTbupzl/V19Jo0TOBFBJHKy06atv6zblJiDY9vgkmWF5sTrApvrGEbIi6nY3qMQYrEEBoPOzueZuw8u6Xz1WT/uWu4+OHGYhw8fIjc3F/n5+SCEQCQSQSQSQalUIjg4GI6Ojrw9GRmZ2LVrF0JCQiAS2e/nGqF78pqdJg/yli5dih07diA9PR1OTk7o3bs3li9fjvDwcP4cQggWLlyI9evXo6ioCL169cJXX32FTp068edkZGTg9ddfR05ODqZMmYIPP/yQLwsMDEROTg5SUlIQHR3NH581axYuXryIpKSkpr5NCoVCoVAojYxMJkavXm2xcuVpZGQUQKv1gEymQWSkEAsWJCAqilO0XLEiFsuXn8IHHxzBCy/4YdGiGEyatB9qdTEcHaUwGrkZL7FYYlYnNMCyFIubmRFgypSeOHkyH337/gyVSo/9+19BUBCXeoBhWOh0FZg4MRypqbkYM+Y/YBgGY8Z0xLRp3XDgQBY0mjKYTAbMnNkZd+4UYcKEXyAQsJg0qSsGDAgEyxLzDIkIy5YNAMOIMGHCLpSV6dCtmwI7dw6Dk5MeOh0Bywr52ROLvWvW9Mf06b/hL3/ZAoVCigULXsCCBSf4AIRlRfj119H44IP/YsaMJDx4oIZCIUGfPm2hVLrBwUFqTvGgM6tCGgAQvP56ewQHy7By5Tn89a/bUVFhQECAMxISAjFjRgR0OjU6dvTC6tXxWLYsGStWnMewYcGYNas7vvvuKkQiiTmgMCI21g8BAU548cXvoNUaMXp0B/zzgyhUlD+EXq/G+q974oO5aejc+RrC2rniry+H4/z5+/jkk1Te5wH+zli27EW8MrIjAJZXkzSZTFUUIbn9ejqdmu8fTvWR249mCXAs6pcWxUxOJVUCoFI106IQKhCI+FQUlQqexEqFkxPw0ZgDRYsKJVdvRUUF1GoVXFycbewRi50gEmkhFDpWUQ21iMuw0OsrqnwuGb5eiz1V/WW5Tih0hFjMLbHlZtlMdmcvudQaxcjNzUNe3m2Ul5ejvLwcxcXFuH37NjQabu+hXC6HQCCAwWCAVquFVsv9MOHr6wupVAqWZZGeno4OHTrg9ddfh76Bmd85v7SumbHWZm91GGIvMUYjkpCQgLFjx6JHjx4wGAyYO3curly5gt9//x1SKffhXL58OT755BNs3LgRYWFh+Pjjj3H8+HFkZGTA2dkZADBgwACMHDkSPXr0wLRp07Bq1Sr06cPldAkMDMT9+/fRs2dPHDt2jG+7PkFeaWkp5HI5SkpK4OLi0nQd0QIghKCkpARyec3LOCjND/VLy4P6pOVBfdLyaG6f5OfnY/HixYiM7IKxY19p8vYaC5OJICrqR/z1r6GYP79n3Rc8AYQQlJWVw9lZ2iLGiUFfDq36ofkdg6qzSnv338MbUy8gbqAP3nqrPdp3kCP9egk+/zwdhw7nY9OmgRg+PPSp2N1Qduz4FWfOnAfLMpg37x3++dbCk/rFYDDg4cNHKCh4gPv3H4AQAk9Pd/j6BkKp9IVOp8Pp06eRmZkJLy8vtG3bFlqtFrdu3UJ2djYePuR8IJPJIJfLIZFI4OLiAl9fX/j7+8PPzw8ymczK3oKCAmRmZuLWrVvQaDQwGAzw8/NDQkICBAJBvZ+fLedlXD0EZ2dpjee1RMrKyhHeOa7VxghNPpN34MABq/eJiYnw8vLC+fPn8eKLL4IQglWrVmHu3Ll4+eWXAQDff/89FAoFtm7diqlTpwIAiouLERkZiYiICCiVSpSUWCtFTZ06FWvXrsW+ffswePDgpr4tCoVCoVAozUR6ejo2bNgAb29vxMf/5WmbUyu5uWX473/z0KePEjqdEevXX0VOThlGj273tE1rdqyXRFYGeEYjwcLF1xE30Afff98bLMsFPlFR7vj++96YMCEZ8+adxtChwRAIWuaSOcuMV1bWLZw5cx7dukXgwoXLUKnKbYK8hmA0GvH77xlIT8+ESqVCYWERCgsLeSVSmYwLFMvKKlVgGYaBUChESEgIrl27hqSkJAgEAvj5+SEiIgKBgYEICgqCm5tbvYJMhmGgUCigUCgQExPz2PdiXSdrNcvYGmht9lan2ffkWYIzNzduCUR2djbu3buHuLg4/hwHBwf07dsXycnJfJC3aNEiDBw4EBUVFRg6dCji4+Ot6g0MDMS0adPwwQcfICEhwbz+nkKhUCgUSmvm9OnT2Lx5M9q3b4/XXnsNAoGxytK2SrjlYNwDbPUybs8TpxTIlZEq11U+fBJisgpMrMtItb1ajE0+Mq4tBlu2ZGDevBQQQtCxozt2734J4eFt7NgD856zqvZU3sfj2GNZCmi7r6w+/dO49ogdXABigsmohUGv4es9c7YIeXkV2LA+xry3rLKMZRm8/XYXJAw6hJSUAsTE+DRq/3AQO3v9BLwKqG3/VD4um0xGpKdnYNu2Haio4JY6duzYHkOGDMKFC5dx40YWFAovK3u4PXnVl/7Z2pOTk4dt237Go0fF8PFRoE0bV4SFhcLLKxoKhSe8vDzMSyeF0OkMKCoqw4MHD2EwGBAZGQmJRAIA0Ol0YBim4fvmmhKGBVrb8kca5NUfQghmz56NmJgYdO7cGQBw7949AIBCobA6V6FQICcnh38/ePBgPHjwAKWlpfD09IQ95s2bh8TERGzZsgXjxo1rorugUCgUCoXSHJSVlWHr1q2IiorCuHHjIBBYK/6ZTEYwjPWDv6WMCwCIlVqkBZPJBEIsyoXWZdweKKP5OrZamaVNxkrxsGpZeLg7UlKmNKM9Bl4Vk0u6LYBUKjfXW7OtzWEPAEDmyZcZDRqAYaHR3wAA9ImJgkwmNl+nN6tiitG7jw7AIRQXM3B29mwEewQ2P/7X5cva+mf//rVo29YXXbp0QVpaGsaO/Tu/R83FxQ0SSRsreyx+kclcQIjRrj1paWn47ruNCAgIwBtvTEVAQECt9kilQJs2XggODkF1xOKWl4+OFYjA1iCK01JpbfZWp1mDvBkzZuDy5cs4efKkTZntoCU2xxwcHGoM8ADA09MT77zzDj788EOMGTOmQbZxA6hJtyc+dSz3+KzfZ2uD+qXlQX3S8qA+aXk0tU9MJhN++OEHiMVivPzyy2BZ1qat6jLvVeEe3Gsq49QC7ZVZVDjtl9Xe5tOxp7Ks6otToWyYPUajEbdu3UJOTg60Wi30ej2MRiNkMhnatGkDV1dXuLq6Qi6Xm3Pn1W5PdQRCRwCAj48MLAtcuXIf0dG+5usqH6ivXLkPlgW8vWX8vTRG/9iWNdxfhBAUFhZCpVLhwYMH+PDDD/HHH39g//79cHd3R8+evWzarDpO7JWdOnUK27dvR2RkJMaPHw+hUNigz8/ToME2MIJWOJPXyuytRrMFeTNnzsTu3btx/Phx+Pr68se9vb0BcDN6Pj4+/PGCggKb2b36MHv2bHz11VdYs2ZNg64rKSlpEYOmKSGEQKXi1nC3hA3ZFA7ql5YH9UnLg/qk5dGYPuGWXxqryNsTnDmTitzcXIwaNRJabQUqKsrMKoIELMtWyR8G87WcwiDLWvKVCcx2crNARiM362dRQ+SSoRO+XaCuMkvuMG4GhrPT1h6uzar2WHLP2bOnconl49kjROUyS67vVCo1NJoys2KkwMou2343oqCgALm5ubh16xZu374NvV4PoVAIsVgMkYhLZaBWq6HT6ayulUqlUCgUaNu2LXx9feHj41PnDJLJZEJFRQV8fY14/nlPrF9/CuHh8eaAkVO1NBj0WLfuOHr3dke7diYUFNyuosxov38soi41l9n3F/fDQd3+sqhpsiyX8L5Pn+dx4cJFWNThLQwePBhqdaXip8UeLl+eDnq9BmVl5bh69RpUKhUMBgPu3buHoqIixMTEYODAgSgvb1hi9qdFaWlpg85nWBZMK9tK1drsrU6TB3mEEMycORO//PILkpKSEBQUZFUeFBQEb29vHD58GJGRkQC4tcTHjh3D8uXLG9yeTCbD/PnzsXDhQrz00kv1vk4ul7dK5ZyGYAliqTpdy4L6peVBfdLyoD5peTSWT0wmI8rLLYm1hSBEgF9/PYDk5LOIj++PDh2C+LKaH1sE5pc9WPPL3tIrppZ6aytrmfYQIjAn5jbh+vWryM29jdJSFSyBqQWDwYBHjx6ZBT1MEIvFCA0NRUxMDMLCwuDn52e1NBYAKioqUFxczL8KCwuRk5ODI0eOQKPRgGVZ+Pr6Ijg4GEFBQQgODoabmxsKCgqQlJSE9PR0PHz4EEYjtxfO2dkBmza54sqV25g6tRMiItyRnv4Q332XjVOnHmLBgnD88UcmZDIp2rZVQiqVPXH/PL6/uOBVra5AYuJm5Obe5kpY1pyLjuOnn35C797PmxOVV9pjCdBZ1oANGzbAYDDAy0sBoVCIgIAADBkyxCptWGugoWOeplBofpo8yJs+fTq2bt2KXbt2wdnZmd+DJ5fL4eTEJZWcNWsWlixZgnbt2qFdu3ZYsmQJJBIJ/v73vz9Wm1OnTsWqVavw448/olevXvW6hlsK8Ow/OFju889wr60J6peWB/VJy4P6pOXRGD7h9tRVXn/79l0kJ5/FoEEDEBvbOMp+LR21Wo2yMhXKy9XmV3mV/3Pv9XoDHB0d4OjoAAcHBzg6Olq9d3BwQGFhEW7fvoNr19JhNBrh5eUBDw8PiMXWAaWDgwP8/Pzg4eEBpVKJwMBACIW1PxJKJBJIJBIolUqr4yaTCffu3UNWVhZu3rzJqzsC3GyfWq2Gi4sLunTpgtjYWLi6usLJyQlFRUVo3/4SNm7Mx5QpZ/n6nJ0NGDBAhbt3j+Onnyz2itG7dy+88EL0EylXPgmpqRewY8dePkgFgJEjR+Ini5Hg+qL659kCwzC4efMWSkvL8P777yAgILhZ7G4qaJDX8mnyIG/t2rUAgNjYWKvjiYmJmDhxIgDgvffeQ0VFBd58800+GfqhQ4f4HHkNRSQSYfHixY8dJFIoFAqFQmkeGEYABwepOTm1AcePJwMAQkNDIBCIUFX1sapaovXySJOVIqLtcrtKxUhO9KKqKqaen5Xkln9aqyxWqjcy5uTVDbcHYHHmTCrOnj0Po9EIudwFbdv6QCqVICsrG9eupVfrEwYSiRNkMimkUu7l7CyCVqtBaakKWm0hNBotNBouabXBwLUlEokQGhqEQYMGoGvXLnB394RI5GS2u2lgWRZKpRJKpRIvvPACAG4p382bN3Hnzh20adMGUVFRdpdy9urVC//6lwlHjvyBzMy7cHcXIDraCyIRC6FQAJZlUFZWjtTUyzh16gxSUs5i6NAEREU9V0UwpT7+YvjlmpaySmEUxrxcs+rnp+pSThP27TuIo0dPAABefLEP7t8vQEZGJrKyshAaGoo//vjD6lqxWAqjUW9lDyEEv/12DD4+3vDzqxRV+dNg9leropX/oNjkydBbOjQZOuVpQ/3S8qA+aXlQn7Q8GtMnGo0Gv/32G3JycnDt2jW88sor+MtfbPPhWVQGq6shPkkZUDkDo9cbIBaLodFooNPpzD82ExACu6mZ6tOmSlWO77//Hunp6Xjuuefg4uKCBw8eIC8vDxqNBm5ubujfvz+USiVkMhlkMhkcHBwgENjPK8bt6bO2R6/XQ6PRwMnJCaWlJXB1bdOqU0nZ61eVSoUdO3bg9OnT6NSpE/72t7Fwc3O3c61t/9RWb33KPv74Y9y9e5d/r1Qq4eLigvz8fKjVaowYMQLnzp3DrVu3MH/+fHz//feIiIjAoEGDoFZze/AuXLiAa9eu4Z133kFgYGAj9NLTpaHJ0G/dugwXl8ebvHlalJaWITAwokExwpo1a/Dpp58iPz8fnTp1wqpVq/gfP5qbZs+TR6FQKBQKhVKV8+fPY9++fWjXrh1effVV9O7d2+553OyN/SVU9S27desW0tLSkJOTA5FIBGdnZwQFBSE5ORk5OTnw9fVFUVERysvLIZPJEBERgejoaISEhNg8/NfWpsFgwNmzZ7F3714YDAbMnDkT7du3r2+X1EhVlUULIpEIIpHISmK/NWOvX2UyGcaPH4/IyEhs2bIFCxcuwosvvoi4uDg4OztDp9OBZVkIhcIaJ2B0Oh0vJlOfNgFAq9XyOZ4t9O/fH5s3b0Z4eDjGjBkDNzc3nDlzBgDwzTffID8/H7m5uTh8+DC0Wi0A8Hken4UA73FgWZGVgmproKH2bt++HbNmzcKaNWvQp08frFu3DoMGDcLvv/8Of3//JrKyZuhMHp3JozxlqF9aHtQnLQ/qk5bHk/jEZDLCYNDCZDJAp9Pis89WQy53wZtvTrFRNeSERFgIBEJU5sMjVgnRq6pQAqhSRsxlIggEQly/fgNff/01ACAyMhImkwmPHj1CXl4eWJbF0KFDceHCBfj4+KBr167Izc1FamoqHj16BE9PT0REREChUIBlWWi1Wuh0Ouh0Ov7/ln9VKhVycnJgMBjQtWtXjBkzBq6uro3V9TXyZxknarUaR44cwdGjR2EymSCRSFBcXAyZTIZBgwahY8eO8PT05Gfz9Ho9Ll26hE2bNkEqlaJbt24IDAyEj4+PWfmyAhUVFdBoNPz/S0tLkZ2djdu3b/PiKjKZDAqFAnFxcVi7di3kcjlEIhEKCwv5Jb+Ojo6IiYmBRCKBUChEmzZt4OfnB7FY/Ez5paEzeXl5Ga1yJs/PL7zeMUKvXr3QrVs3fqsaAHTo0AEjRozA0qVLm9JUu9CZPDMNlYJtjRBCUFpaSoULWhjULy0P6pOWB/VJy+NJfKJWF8Fo5AK0M2fO4+7duxg2LAGFhQ+awlQAgF6vwxdffMG/79mzJ6/4XVJSAo1GA4VCYTWLGBoaitjYWNy8eRPnzp3D2bNn8ejRIxBC+DQDVV8ODg4QiURwcnLCwIED0aFDB3h5eQFonueMP9M46du3L6KiopCcnAyDwQB3d3dkZWVh69atvH+4WT0GFRUVAIDw8HC4urri/PnzOHjwoN16hUIhHBwcIJVK4efnh+eeew4BAQFQKBS8OA0hBP369UNRUREkEgkUCgXkcjm0Wi06depkI2JjCb6fJb809POsUqlbnZCJSqUGYHuvFqGjquh0Opw/fx5z5syxOh4XF4fk5OSmNbQG/vRBnsVJfn5+T9kSCoVCoVD+vHzzzbfN2t633zZvexTKs4a3t3eduRHFYjG8vb3RoUNkM1nVuMhkMpsY4aOPPsKCBQusjlnSg1TP8a1QKPjMAs0NDfIcHKDRaPg10xQKhUKhUCgUCqV2xGIxHB0daz3H0dER2dnZ0Ol0zWRV40IIsZl9rT6LVxV7gj5Pa/b2Tx/kAfanXSkUCoVCoVAoFMqTweV0rD0YbO14eHhAIBDYzNoVFBTYzO41F61XX5dCoVAoFAqFQqFQnjJisRjdu3fH4cOHrY4fPny4RrXgpobO5FEoFAqFQqFQKBTKEzB79myMGzcOUVFReP7557F+/Xrk5uZi2rRpT8UeGuRRKBQKhUKhUCgUyhMwZswYFBYWYtGiRcjPz0fnzp2xb98+BAQEPBV7/vR58igUCoVCoVAoFArlWYLuyaNQKBQKhUKhUCiUZwga5LUSDAYD5s2bh6CgIDg5OSE4OBiLFi2CyWSye/7UqVPBMAxWrVpldTwjIwN9+vSBr68vFi1axB8fO3YsBg0aZHXu/v37wTAM5s+fb3V88eLFUCqVjXNjrYC6+l6v1+P9999Hly5dIJVKoVQqMX78eNy9e7fWejdu3MgnRq360mg0/DkqlQpjx46Fj48Pxo4di/LycgDA119/DWdnZxgMBqtzRSIRXnjhBat2Tpw4AYZhcOPGjcbqkhZNfcbKjh07EB8fDw8PDzAMg4sXL9rUQ8dKwwgMDLT7eZ4+fToA4P79+5g4cSKUSiUkEgkSEhKQmZlZa510jDQddflLpVJhxowZ8PX1hZOTEzp06IC1a9da1UHHyONRV98DwPXr1zFs2DDI5XI4OzsjOjoaubm5NdZJx0rTUZe/Jk6caFMWHR1tVQcdK5SnAQ3yWgnLly/H119/jS+//BLXr1/HihUr8Omnn2L16tU25+7cuRNnzpyx+2Uwffp0jBs3Drt27cKvv/6KU6dOAQD69euHkydPWn3JJyUlwc/PD0ePHrWqIykpCf369WvkO2y51NX3arUaFy5cwPz583HhwgXs2LEDN27cwLBhw+qs28XFBfn5+VavqjLDq1atgkwmw6FDhyCRSPigvV+/flCpVEhNTeXPPXHiBLy9vXHu3Dmo1Wr+eFJSEpRKJcLCwhqpR1o29Rkr5eXl6NOnD5YtW1ZjPXSsNIxz585ZfY4tCmOjRo0CIQQjRozAzZs3sWvXLqSlpSEgIAADBgzgHzRrgo6RpqE2fwHA22+/jQMHDmDz5s24fv063n77bcycORO7du3i66Bj5PGoq++zsrIQExOD9u3bIykpCZcuXcL8+fPrlKCnY6VpqMtfAJCQkGB1zr59+6zqoGOF8jSgQV4rISUlBcOHD8eQIUMQGBiIkSNHIi4uzupLGQDu3LmDGTNmYMuWLRCJRDb1FBcXIzIyEhEREVAqlSgpKQFg/0s+KSkJc+bMsfqS1+l0SElJ+VN90dTV93K5HIcPH8bo0aMRHh6O6OhorF69GufPn6/1l1eAS5rp7e1t9apKcXExwsLC0KVLF7Rv3573V3h4OJRKJZKSkvhzk5KSMHz4cISEhCA5OdnqOPWX9VgZN24cPvzwQwwYMKDGeuhYaRienp5Wn+M9e/YgJCQEffv2RWZmJk6fPo21a9eiR48eCA8Px5o1a6BSqfDjjz/WWi8dI01Dbf4CuHE0YcIExMbGIjAwEFOmTEHXrl2tPvd0jDwedfX93LlzMXjwYKxYsQKRkZEIDg7GkCFD4OXlVWu9dKw0DXX5C+DyLVc9x83NzaoOOlYoTwMa5LUSYmJicOTIEX6JxKVLl3Dy5EkMHjyYP8dkMmHcuHF499130alTJ7v1LFq0CAMHDoREIgHLsoiPjwcAhIWFQalU8r8clZWV4cKFCxg1ahRCQkL4X51Onz6NioqKP9UXTX36vjolJSVgGAaurq611q1SqRAQEABfX18MHToUaWlpVuUzZszAunXrIBKJkJiYiLfeeosvi42Ntfql7+jRo4iNjUXfvn3543/GPwyP4y970LHy+Oh0OmzevBmvv/46GIaBVqsFAKtZBYFAALFYjJMnT9ZaFx0jTU91fwHcONq9ezfu3LkDQgiOHj2KGzdu8OMAoGOkMaje9yaTCXv37kVYWBji4+Ph5eWFXr16YefOnXXWRcdK02NvrABcYObl5YWwsDC88cYbKCgosLqOjhXKU4FQWgUmk4nMmTOHMAxDhEIhYRiGLFmyxOqcJUuWkIEDBxKTyUQIISQgIICsXLnSpi6NRkMKCgpsjv/9738ncXFxhBBC9u7dSzp27EgIIWTatGnkn//8JyGEkIULFxI/P7/GvLUWT336vioVFRWke/fu5NVXX6213pSUFPLDDz+QixcvkuPHj5NXXnmFODk5kRs3blidZzQaSX5+Pu9XC+vXrydSqZTo9XpSWlpKhEIhuX//Ptm2bRvp3bs3IYSQY8eOEQAkKyvrMe++9dEQf2VnZxMAJC0tzW45HSuPx/bt24lAICB37twhhBCi0+lIQEAAGTVqFHn06BHRarVk6dKlBADfj/agY6R5qO4vQgjRarVk/PjxBAARCoVELBaTTZs22VxLx8iTUb3v8/PzCQAikUjIv//9b5KWlkaWLl1KGIYhSUlJNdZDx0rzYG+sbNu2jezZs4dcuXKF7N69m3Tt2pV06tSJaDQaq2vpWKE0NzTIayX8+OOPxNfXl/z444/k8uXLZNOmTcTNzY1s3LiREEJIamoqUSgUVl88NQV5NbFhwwYilUqJTqcj7777LnnzzTf5ti1f8v369SMTJkxotPtqDdTV91XR6XRk+PDhJDIykpSUlDSoHaPRSLp27UpmzpxZr/MzMzMJAJKcnGz1hyE/P5+IRCKiUqnIwoULib+/f4PsaO00xF91BXk1QcdK7cTFxZGhQ4daHUtNTSVdu3YlAIhAICDx8fFk0KBBZNCgQfWul46RpsGevz799FMSFhZGdu/eTS5dukRWr15NZDIZOXz4cL3qpGOkflTv+zt37hAA5G9/+5vVeS+99BIZO3ZsveulY6VpsDdWqnP37l0iEonIzz//XK866VihNBU0yGsl+Pr6ki+//NLq2OLFi0l4eDghhJCVK1cShmGIQCDgXwAIy7IkICCgXm388ccfBAA5deoUiYqKItu3byeEVH5hFRYWEkdHR7sPy88ydfW9BZ1OR0aMGEEiIiLIw4cPH6utyZMnk4SEhAbZ9sknn5B33nmH/M///A9/PCwsjBw8eJDExsaSiRMnPpYtrZX6+ouQxw/y6FipmVu3bhGWZcnOnTvtlhcXF/O/Zvfs2ZN/oKkvdIw0Lvb8pVariUgkInv27LE6d9KkSSQ+Pr5e9dIxUjf2+l6r1RKhUEgWL15sde57773HP/DXFzpWGpe6vtuqEhoaSpYtW1aveulYoTQVdE9eK0GtVoNlrd0lEAh4Wfhx48bh8uXLuHjxIv9SKpV49913cfDgwXq1ERISAj8/P+zevRsXL17kNxX7+PggMDAQn332GTQazZ9uTXhdfQ9waRRGjx6NzMxM/Pbbb3B3d29wO4QQXLx4ET4+PvW+pl+/fkhKSkJSUhJiY2P543379sXBgwdx+vRp6i/Y+utJoWOlZhITE+Hl5YUhQ4bYLZfL5fD09ERmZiZSU1MxfPjwetdNx0jjY89fer0eer3+icYRHSN1Y6/vxWIxevTogYyMDKtzb9y4gYCAgHrXTcdK41PXd5uFwsJC5OXl1bvv6VihNBlPOcik1JMJEyaQtm3bkj179pDs7GyyY8cO4uHhQd57770ar2nock1CCBk/fjxxdnYm7du3tzo+efJk4uzsTIKDgx/H/FZNXX2v1+vJsGHDiK+vL7l48SLJz8/nX1qtlq9n3LhxZM6cOfz7BQsWkAMHDpCsrCySlpZGXnvtNSIUCsmZM2fqbdt3331HnJyciFAoJPfu3eOPb968mTg7OxMAJDc3txF6ofVQn7FSWFhI0tLSyN69ewkAsm3bNpKWlkby8/Pr3Q4dK7YYjUbi7+9P3n//fZuyn376iRw9epRkZWWRnTt3koCAAPLyyy9bnUPHSPNSm7/69u1LOnXqRI4ePUpu3rxJEhMTiaOjI1mzZk2966djpGZq6/sdO3YQkUhE1q9fTzIzM8nq1auJQCAgJ06c4M+hY6V5qclfZWVl5H//939JcnIyyc7OJkePHiXPP/88adu2LSktLa13/XSsUJoCGuS1EkpLS8lbb71F/P39iaOjIwkODiZz5861CiKq8zhBXmJiIgFApk2bZnX8hx9+IADIpEmTHsf8Vk1dfW9Z8mfvdfToUb6evn37Wq2pnzVrFvH39ydisZh4enqSuLg4kpyc3CDbLG1X/8OQl5dHAJCQkJDHvu/WSn3GiuVzXv310Ucf1bsdOlZsOXjwIAFAMjIybMo+//xz4uvrS0QiEfH39yfz5s2z+f6iY6R5qc1f+fn5ZOLEiUSpVBJHR0cSHh5OPvvsMxvBjtqgY6Rmaut7Qgj59ttvSWhoKHF0dCRdu3a1WSJIx0rzUpO/1Go1iYuLI56envx324QJExocDNOxQmkKGEIIafLpQgqFQqFQKBQKhUKhNAt0Tx6FQqFQKBQKhUKhPEPQII9CoVAoFAqFQqFQniFokEehUCgUCoVCoVAozxA0yKNQKBQKhUKhUCiUZwga5FEoFAqFQqFQKBTKMwQN8igUCoVCoVAoFArlGYIGeRQKhUKhUCgUCoXyDEGDPAqFQqFQKBQKhUJ5hqBBHoVCoVAoFAqFQqE8Q9Agj0KhUCgUCoVCoVCeIWiQR6FQKBQKhUKhUCjPEDTIo1AoFAqFQqFQKJRniP8PHOdMDM+TE0UAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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6ehgsAYcKw9PTk9u3bxc4fuvWLQC8vLwAs2E7bdo0pk2bRlJSElu2bOHNN9+kd+/eXL9+3cZwzM9zzz3HgAEDrJ8tLxIeht9++42QkBCWLl2KIAjW4/mvOQt5y+TliSeeYNq0aSxYsICPPvqIX3/9lcGDB9us+nl5eaFWq+0ajxa5hUGDBjFo0CCys7M5cOAAn3zyCaNHjyY4ONi6/1dCQqJi6du3L3379i1UrtPpePvtt1m0aBFJSUmEhYUxc+ZMa0okjUZjk9fz+PHjnDlzhu+++66su16lkYw8CQmJYnHy5Elefvllxo4dyw8//ED79u0ZOXIkx44dK+CWtXLlSv773/9ajY/U1FT+/PNPOnXqhFwux8nJiW7dunHs2DGaNGliXc2xR9++fXnnnXfYtm0b3bt3t1umsFWwkrTTrVs3PvvsM44fP27jsvn7778XfWJyEAShwEP02rVruXnzJnXr1i2WjoclODgYgBMnTtgEeFmzZk2BPkLBh/3vv/++TPv3sCxatMjG5fOPP/7AYDBYf/iLO5769etTp04dfv75Z6ZNm1aosVPYdVQW9OjRg6ioKG7dumXjvrpw4UKcnJxs0i9YcHNzY9iwYdy8eZOpU6cSGxtLo0aNCu23v79/gWA2D4sgCKhUKhvjLS4uzm50zaJwd3dn8ODBLFy4kHbt2hEXF2fjqgkwYMAAPv74Yzw9Pe2urtvDwcGBLl264ObmxsaNGzl27Bjt2rUr1zmVkJB4OCZMmEBsbCxLlizB39+fqKgo+vTpw8mTJ6lXr16B8j/++CP169enU6dOFdDbqoNk5ElISHDq1Cm7Ufbq1KmDt7c36enpjBgxgpCQEL755htUKhV//PEHERERTJgwoYB/vVwup1evXkybNg2TycTMmTNJSUmxcR378ssv6dixI506deKFF14gODiY1NRUYmJi+PPPP60R8qZOncrSpUsZNGgQM2bMoHXr1mRmZrJz504GDBhAt27dcHFxISgoiNWrV9OjRw88PDzw8vIiODi4RO38/PPP9O/fn//7v/+zRtc8d+5csc7hgAEDWLBgAaGhoTRp0oQjR47w3//+t1xcBFu1akWDBg2YPn06BoMBd3d3oqKi2LNnj0250NBQ6tSpw4wZMxBFEQ8PD/78809rCozKxsqVK1EoFPTq1csaXbNp06aMGDECgPbt2+Pu7s6kSZN49913USqVLFq0iOPHjxfQNW/ePCIjI2nbti2vvvoqgYGBXLt2jY0bN1qTloeHhwPma3PcuHEolUoaNGiAi4sLCxcuZOLEifz8888PFdU0P++++y5//fUX3bp145133sHDw4NFixaxdu1aPvvsM7RaLQCRkZHWPJbe3t5cvXqVOXPmEBQUZH34KarfpcWAAQNYuXIlL774IsOGDeP69et8+OGH+Pn5cfHixRLpmjhxIkuXLuWll16iVq1aBfbbTp06lRUrVtC5c2deffVVmjRpgslk4tq1a2zatInXXnuNNm3a8M4773Djxg169OhBrVq1SEpK4ssvv7TZl1mnTh3UajWLFi2iYcOGaDSaUjV+JSQkHo1Lly6xePFibty4Yf1eTp8+nQ0bNjB//vwC3jHZ2dksWrSIGTNmVER3qxYVHflFQkKi4igquiYg/vDDD6IoiuJTTz0lOjk5iadPn7apv2zZMhEQZ8+eLYpibnTNmTNniu+//75Yq1YtUaVSic2bNxc3btxYoP0rV66IEydOFGvWrCkqlUrR29tbbN++vfh///d/NuUSExPFV155RQwMDBSVSqXo4+Mj9u/fXzx37py1zJYtW8TmzZuLDg4OBSIDFredM2fOiL169RIdHR1FDw8P8emnnxZXr15drOiaiYmJ4tNPPy36+PiITk5OYseOHcXdu3eLXbp0Ebt06WItZ4l4uWzZsgLngnxRAC1RGvMzbtw4MSgoyObYhQsXxMcee0x0dXUVvb29xSlTpohr164t0HfLGF1cXER3d3dx+PDh4rVr1wpEJ33U6Jr2+h0UFCT279+/wHFAnDx5svWzJbrmkSNHxMjISFGj0YguLi7iE088Id65c8em7r59+8R27dqJTk5Oore3t/jMM8+IR48etRtRcf/+/WLfvn1FrVYrOjg4iHXq1CkQwfONN94Q/f39RZlMZnPuLOMsTpTGwsafn5MnT4qRkZGiVqsVVSqV2LRp0wL6Z82aJbZv31708vISVSqVGBgYKD799NNibGxssfpdGOPGjROdnZ0LlTs7OxeIrvnpp5+KwcHBooODg9iwYUPxhx9+sM5VXvLPZ36MRqMYEBAgAuJbb71lt0xaWpr49ttviw0aNBBVKpWo1WrF8PBw8dVXXxXj4uJEURTFv/76S+zbt69Ys2ZNUaVSiT4+PmK/fv3E3bt32+havHixGBoaKiqVykKj8EpISJQPgBgVFWX9bIks7ezsbPOnUCjEESNGFKj/+++/iwqFQrx9+3Y59rpqIoiiKJaLNSkhUYaMH7+KpKQsVq0aZXN8x45YunX7hcTE13Fze7ioehLFJzY2lpCQEP773/8yffr0iu6ORBXlvffe4/333yc+Pt5m/5WEhISERNVGEASioqIYPHgwAEuXLuXJJ5/k9OnTBaJ1azSaAgG4evTogaurK1FRUeXV5SqL5K4pISEhISEhISEhIVHuNG/eHKPRyN27dx+4x+7KlSts3769wH5zCftIefIk/jHcu5fBE0+soFatL3By+ojw8G9ZvPikVf7994epWfMLTCbbxe2BAxczbtwqAC5dus+gQUuoUeNzNJqPadXqB7ZsuWxTPjh4Dh9/vJuJE1fj4vIJgYGz+d//jtiUef31zdSvPxcnp4+oXftL/vOfbej1tjmsJCQkJCQkJCSqOmlpaURHRxMdHQ2YjbXo6GiuXbtG/fr1efLJJxk7diwrV67kypUrHDp0iJkzZ7Ju3TobPT///DN+fn5FRuqUyEUy8iT+MWRlGWjRwo+//hrNqVMv8txzEYwZE8XBg+aw6sOHNyYhIYPt269Y6yQmZrJx4yWefNIc2CAtTUe/fnXZsmUMx449T+/edYiMXMy1a8k2bc2atZ+WLf05dux5XnyxFS+8sJZz53LD2bu4OLBgwWDOnJnMl1/24YcfjjJ79oFyOAtlS3BwMKIoSq6aEo/Ee++9hyiKkqumhISERDXg8OHDNG/enObNmwPmvLLNmzfnnXfeAWD+/PmMHTuW1157jQYNGjBw4EAOHjxIQECAVYfJZGLBggWMHz++gFunhH2kPXkS1YLx41fx228ncHS09UA2GkWysgyF7snr3/93Gjb04vPPHwNg0KAleHmp+emnQQD8739HePfdHdy48Spyuf13Io0bf8MLL7TkpZdaA+aVvE6dgvj118cBEEURX99ZvP9+VyZNsp8367//3cvSpac5fPi5hxq/hISEhISEhISEhAVpT55EtaFbtxC+/ba/zbGDB2/w1FPmzblGo4lPP93D0qWnuXkzlexsA9nZRpydldbyTz4ZznPP/ck33/THwUHBokUnGTWqsdXAS0/X8f77O/nrrwvcupWKwWAiM9NQYCWvSRMf678FQcDXV8Pdu+nWY8uXn2HOnAPExNwnLU2HwWDC1fXhExVLSEhISEhISEhIWJCMPIlqg7Ozkrp1PWyO3biRYv33rFn7mT37AHPm9CE83AdnZxVTp25Ap8vdCxcZWR+TSWTt2ou0auXP7t1X+eKLx6zyf/1rMxs3XuLzz3tRt64HarWSYcP+sNEBoFTauhIIAta9fgcO3GDUqOW8/35Xeveui1brwJIlp5g1a39pnQoJCQkJCQkJCYl/MJKRB2RlZaHT6Sq6GxKPgF6vx2AwkJKSYnM8Pd28epaSksL27Zfo27c2AwcGA2aj6/z5BBo08LCpFxlZlwULjnLq1C3q1nWnXj2NVb5z5xWeeCKUHj1qAuY9erGxSeh0OmsZURTJysqy0WkymcjOziYlJYWtWy8SEODKlCnNrPKLFxOs/ZSQkJCQkJCQKE1UKhWOjg9OJVVVn4mLO75/Ev/4PXlZWVmEhIQQFxdX0V2ReCQGA47AknzHg4HxwKdAF6ARsBzIBNoBjYHYfPVqA6OBJOAEsCuPbCTgBqzGnC+8e04bx4ANOWWmAgdy/ixMAs4BO4AGwAggCrgJ1M/pmyynnxISEhISEhISpYevry9Xrlwp0hDKyspCrVaXY69Kj+KM75/GP97IS0lJQavVcv36dVxdXSu6O2WGKIokJyej1WoRBKGiu1PqvPDCRpKTs/n994E2x3fvvs6AAcu5evUFTCZ46aVN7Nx5DbVayfjx4dy4kUJKis6mntFoolGjH4mLSyc6egIhIW5W2dWryUyevJnDh2/j6alm6tSWrFp1kfBwbz79tCsA4eE/8cILzXnxxQhrvY4df6N//zrMmNGW5ORkZs06wW+/nUanM/LYYyG0auXHhx/uxctLwbVrSdZ6np4KevaU4eV1j6ysLMD8tqpZs2bUr1+f27dvc/XqVa5du2bz5s3b25uQkBBq1KiBVqslODgYrVbLtm3b2Lx5M+7u7rRt25a6devi6emJWq0utesiNTUVURTL/Pt04sQJFixYYHMsKCiINm3aEBERgUqlKrTug74Per2e7OxsPvjgfQwGsyuut7c3EyaMxcXFlZs3b3Pw4EESExOpVasWe/bsAaB27doMHjyYWrVq2eibNm1akWMZPHgwnTt3Ls6wqx3V/d5UVZDmoXIgzUPpcePGDb744gs6duyIs7MzGzduBKBly5bcv3+fW7du8eKLL3L58mX++usvPvroI5RK8x796jYPKSkpBAQEkJycXORvs+WZuKryoPH905CMvJwLurpfGNXthlVVKWweli8/zYgRy+nSxY/Bgz25e/cUZ8/e59Qpd2JiBN56qz5DhzakRo0aeHt7o1DkjyJq5Pbt24iiiLu7OxqNptA+3L59m6ioKM6fP49erwdAoVDg4uKCq6sr/v7+BAUFcfv2bW7dumWtJ5OZg88IgmDzZzkGkJ2dzZUrV6zh72UyGQEBAQwePBg3N7dHPn9Go5Hjx4/z448/Wo81adKE9u3bU6dOHZydnYulp7B5uHHjBitWrCAmJgajsWDewgEDBtCvX78Cx2/cuIG7u7u1/eTkZDZv3sz169fRaDQ0a9aMevXqkZGRgVwu5+TJkxw6dAidTkefPn1o1aoVMTExxMXFkZGRQUZGBiqViqZNm9qEkK6OSPemyoE0D5UDaR5Kj4SEBObNm8edO3cKyD7//HO++uor7t27xxNPPMFPP/3E0KFD6d69O1D95qG4z7p5jTyBqjNuEbMpU92f5UuKZORJRp5EOWJvHk6cOEWXLsvRanX07ZuEUqkgLKwRHTp0pF69BgwbtoxTp+I5ffppBEFEJpMjkymQy82GntFowGQyYDIZSyTLysri2rVYEhMTSUtLJy0tndTUNK5du8atW7dwc3MjODgQmcwSREZAFEVMJhOiaMJkMiEIYL6DCICIUqkkIKAmMpmc+/cTEUWR6OjjmEwmhg0bQpMmYYDtGATBfmoKnU7HpUsxxMTEEB9/l/j4BK5evWaVa7VaZsyY8VBvHfPPQ2ZmJn/++Sc7duywWz4iIoKjR4/SqVMnnnjiiQfq//PPP1m/fj0+Pj7cvXsXjUbDZ599VmhffvnlF/7+++8CssaNG/HssxNz5k/BjRs32bFjF9nZ2fTs2ZN69eqVaNyVEeneVDmQ5qFyIM1D6SKKIidPnmTZsmXcu3fPerxjx4707t2b77//nuTkZGrUqMHNmzd55ZVXCAwMrHbz8FBGXhUat8WUqe7P8iVFCrwiIVFB6PV6oqKiWLRoL0lJHsye3ZEePerh6upiXTXLzk7k5ZfD6NUriu3bL9KpU81S7YO/vxf+/gUTTuv1ehQKRanc5Lt0acuKFWtYsGAhTZuGMXr0MBu5SuWEg4PtyuO1a9f45pt5pKSk4uSkxtvbC6Uy93b19NNjCAsLL1DvYTh8+DA///yz9bO7uzv16tXD1dWVlJQUjh49yokTJ+jZsyeRkZHF0tmrVy9OnTrF9evXAejUqVOhZRMSEmwMvJYtW+LvXwOlUk7DhvXIzk6zyn744UeSk83Bea5fv85rr72Gp6cnqampbN++nVatWuHn51ei8UtISEhUVwRBoEmTJjRs2JAtW7bw559/ArBnzx4uXLjA8OHDiYqK4vLlyzg7O/PZZ5/RrVs3OnbsiIODlNZIomojGXkSEuVMfHw8p06dYvPmzSQmJtK4cWvWrLlE795N0WiUBco3amROCxEXl1FufbTsSygNNBpnxo17gs2bd7Bjxx5MJhMymQyj0cj9+4mkpKRz/34qcXFx1r+0tDT8/GowceKT+PrWQBAEUlPT+P77BcTHJ/DTT7/i61uDF1+cjJdXQSM1LzqdjsuXL1tXKLVaLb6+vqjVau7du8eKFSsACA4OZvjw4QQHB9sYt2PGjMFoNBa5x88eFkPd39+f/v37F1rOy8uL/v37YzKZaNmyJX5+fqSn38NkKugu2q5dKzZs2Iqvry9xcXF89tlnTJ8+ncWLF3Pu3DlOnDjBv//97xL3VUJCQqI6o1Qq6du3L23btmXlypUcOXKEu3fvMm/ePGuZdu3a4ejoyMaNG9m6dSv169cnLCyMli1blsp2g6qEkPNfVcLisimRi2TkSUiUI7t372bdunWkpKTQuHFjJk2axOnTqXzyySXOnLlH69a++WrIOHs2EQBfX6cCMkEQse9xLctxpTTZkZn30tmTmY2bspG5ubnmuI+auHs3gZ9//s26KqVUKqlRowa+vr6EhoZSq1Yt6tULwWTSWY0dFxcN06e/RGpqKlev3mDDhm189dVXvPbaa4W6bIqiyJdffsmVK1dwcHDA39+fmJgY7t+/b3XpCA4OZty4cdSoUcOuDrnc7K56+/Ztbt68ya1bt7h58yapqakYjUZ8fHwICAigVq1ayOVy4uLi2L59O3fv3gXg8ccftxp89hAEoYARqFSq0ekyEUVbQ69r145oNC5s3LgVMAe5+e6777h9+zaDBw9m3bp1zJo1i+7du+Pm5kZAQABOTvmvGwkJCYl/Ju7u7jz99NM0adKEZcuWkZaW6ymhUCioV68eHTp04MKFC0RHR7NmzRqioqKoW7cuPXv2JDw8vAJ7X37k3XNfVfiH7z6zi2TkSUiUMUajkSNHjnDs2DFOnjxJu3btGDRokDU4io9PDYKD3fjyy9OsWNEQMK90yWQKRBG+/HIzISFu9OzZOGdPnllmuQGb98kZc/ZtlYVMjkwmf2RZUlIGbm7uaDSe/PHHnyiVKl5++WU8PT3x9PQs1BDKr1Oj8cbfvw7164cxa9Ys5s6dy7Rp0+waM+fPn+fKlStMnDiR5s2bWw22zMxMVqxYwZEjR5g+fbq1bVEUSUlJsRpylv/fvn0bg8EAmPcC1qxZk5o1za6zd+7c4dSpU2RnZwPmFbywsDBcXV25dOkSSUlJiKJYoh9MlcoJlcopZ+xmw1gulyMIcrp3f4yOHbvy6aefEhcXZ203JiaGvn37Eh0dzS+//AJAgwYNeOWVV4rdroSEhMQ/gVatWhEWFsb+/fu5du0aN27cYMOGDaxbtw4wR1MOCgqib9++ODs7c+TIEb799ls6derE0KFDq723RFVcyZMoSJkbeZ988gkrV67k3LlzqNVq2rdvz8yZM2nQoIG1zHvvvceSJUu4fv06KpWKFi1a8NFHH9GmTRtrmfPnzzNx4kSuXr3Kc889xzvvvGOVBQcHc/XqVfbv30/btm2tx6dOnUp0dHShwRQkJMoKo9GIIAicOHGCNWvWEBcXR506dRg4cCARERE2USDlchmzZj3GsGF/MHToct54oyNhYT6cOnWDTz7Zw19/XWD58hGF/qgIgoBcnhtQpTLKMjMzOX78OPXq1UMmU3D+/Hl69epFaGio3TEVR6enpydTpkzhiy++4JtvvmHKlCk2eygMBgN//fUXtWrVokWLFjZGlqOjI82aNWPfvn2sW7cONzc3rly5wpkzZ0hOTgbMq4v+/v4EBATQpk0bq2FnL3KpyWTi/v37iKKIs7MzTk5OZGVlsXz5chYtWkRiYiIDBgx44Fjtj12JXG57XKVSMW3aNE6dOkVoaChnz55l69atnDp1yuYcdOvWDYCtW7eyceNGOnbsSGRkZJV7QyshISFR2qjVams0TTDvRY+Li+PGjRvcvHmTO3fusHbtWvz9/ZkyZQrHjh1jxYoVXLp0iSlTplTpVAMPoiqu5EnemgUp8+iaffr0YdSoUbRq1QqDwcBbb73FyZMnOXPmjPVB9/fff8fHx4fatWuTmZnJ7NmzWbZsGTExMXh7ewPQs2dPhg0bRqtWrZg0aRJz5syhQ4cOgNnIu3PnDq1bt2bnzp3Wtotj5EnRNSUeBaPRQHZ2JomJ90hISCAxMYmLFy9x8uRpjEYjoihSv349+vTpaY06mZaWmfPjYF6hMhrNaQz+/PMKM2bs5urVZKv+4GBXPvqoA0OGhOastMlyIlvm1pPLFdZVOMuqV8llYDIZSkGmtK7e5ZWtWvUXe/ceoF69umRkZHDz5i2mTXsZPz+fPPUUOS6mYk49g43MTEHZ9eu3mDfvW2rWrMmgQYOsEScXLlzIkSNHeOmlFwkODrSpJ5MpSElJY+3a9Rw7Fo0oinh7e9GgQT1CQkKoWbMmXl7eyGQUaE8QLKuTBftiT7Z+/WZ27tzD66//Cz8/f7vGcWkgiiKXLl3iypUryGQy2rRpg0ajQa/X26zmvfDCC5XK5Ui6N1UOpHmoHEjzUDmwzENqairz5s3Dw8ODqVOnkpCQwNy5c3FycuLVV18tMl1RZaKk0TWVMmWVuv5EUURv0lf7Z/mSUu4pFOLj4/Hx8WHnzp2FJv+1XGRbtmyhR48egDni3Lx584iIiGDYsGE8//zz1nxVwcHBDB48mG+//ZaoqCjrccnIy0X64bCP0Whk27ZtJCaaw/1rtVp8fHyQyWTcunWL48ePEx8fj0qlwsHBAQcHB1QqFSqVCp1OR0JCfE7y71ydPj5eREQ0Ra1W4+PjRe3awVaZKIqkpqbj4uJsdx6MRhP79t0mLi4DX18n2rf3Qy4vfD9XVSEu7g4bN27j7t0EfH19aN06ggYNSi/8/5UrV/nzz43cvHmLwMBAHBwcuHjxImPHjqFx4zoFyuedB4sbZmkGm8mLXq9n1qx5eHt7MnHiU7i4eBeaNqIs0Ol0TJ061frZxcWFmTNnllv7D0K6N1UOpHmoHEjzUDnIOw/Xr19n9uzZ1K9fn+eee474+Hhmz56NVqtl6tSpVWLfc0mNPAe5qkpdf6Iokm3UVftn+ZJS7nvyLK5QHh4eduU6nY7//e9/aLVamjZtaj3+wQcf0KtXLzIzMxkwYAC9e/e2qRccHMykSZN444036NOnT5GBDiSqPyaTiX379nHw4EH8/Pzo06cPf//9NwaDgV69elld2jZt2sRff/2Fr68vgiCQlJRERoY5iqVaraZhw4a0bNkSnU5HdnY2Op3O+m9XV1eCg2vh7q7Fzc0t5//aRzIW5HJZqadJqAz4+tZg3LgH55d7WEJCgpgx43XOnDnHwYMH0el0jB49mpYtW5CZmVRk3bIy7vLqHziwD7/8soTTp8/Rpo03pfHbmZWVhcFgeOCbZJVKxX/+8x+OHj3Kli1bHr1hCQkJiX8QgYGBPPPMM3z77besXbuWgQMH8sorrzB79my+/vprpkyZglqtruhulirSnrzqQbkaeaIoMm3aNDp27EhYWJiN7K+//mLUqFFkZGTg5+fH5s2bbUKj9+vXj/j4eFJSUqwunPl5++23mT9/PosWLWLMmDEl7lt1jsxjGV9VHaOl7xcvXuTs2bPo9Xrq1KlD06ZNkcvlVtn58+e5desW165dIykpicaNGxMdHc2ePXusurKyshgyZAhJSUmsX7+eXr16MWjQIKs8LS0No9GIq6trkW+yRFFEr8/CaNRjMunzhLwXrG57giBYk5Hnlclkypw0AgZrBEVBkFndEgVBKLHM3NWSyOTWROcFdVacDMBkMhZbZt6vZ3aVDAsLo3HjxtY2RFFEpXLCaDS7jeZG/zSfF1mOS4rJZLDKCrb36LJGjRrSsGEDVq9ej7t7DZs9ySVBr9dz8OBBtm/fTlxcHGD2chg7dqw1qIw9fH196devHz169ECv11eq+0BVvzdVF6R5qBxI81A5yD8PjRo1om/fvqxfv56uXbvi5+fHSy+9xJdffsm8efN4+eWXy/yF4aNQ0utJLsiLfP6pbEjpE+xTrkbeSy+9xIkTJ2weuC1069aN6OhoEhIS+OGHHxgxYgQHDx7Ex8fHWsbBwaFQAw/M0ZCmT5/OO++8w8iRI0vUt+Tk5Gp9UxVF0RoquCp8cY1GHQaDAVE0YDQauX37Njt37iM+PgGNRoNCoeDo0aMcOnSIzp07s3btWu7du4ezszM+Pj60bNmSBg0aULNmTTIzM7l48aI1atbhw4cJC6vPkSPRaLWuREQ0ISHhLgqFrXtCSkrKA/tpMGRbjZXc/V7yPHvIsJEJgpzMzGwUCgeUSgcEQYEo5jV88mq3lRkMIkajrtD2zMaO6qF15jVG84/Bnqws2nt4nWkYjUl5dArWiKGFjSEjwzwP5nlXWr//BduzlRkMIgaDLkdfrk65XIEgyO22J5cr6NevD+vXb2LBggUoFArc3d3x8fHB19eX+vXrF7qJ/9KlSyxbtgytVotOpyMzM5N69erRtm1btm3bxoULF7h582aJggBYPCoqA1Xt3lRdkeahciDNQ+XA3jw0adKE3bt3c+bMGUJDQ60eZ2fPnuX69et4enpWZJeLpDjPM3mRVbHAK9X36f3RKDcjb8qUKaxZs4Zdu3ZRq1atAnJnZ2fq1q1L3bp1adu2LfXq1eOnn37ijTfeKFE706ZNY968eXzzzTclqqfVaqu1H6/lIbUq+Pmbb67xKJVyUlIy2LBhC0ePnqBWLX9GjhxM7drBODq68s0333PixAlOnDhBYGAgEyZMoG7dOgiCzGaMWq2WGjVqcPbsKY4fPwXA4sXLiI+/R69eXXFzMwcAcnBwRKVytNMfE5bccnkxmYykp2dj/hopAIcCdc3kyixBRRwczO6gSqVtHfM8iXbbMxoNZGTcL7I9R8eS6tSTkaHLo7Mw7MvUaicUCtuon0W1ZzDoyMwsuj212hmFwvaN6KPqzD8GURQxGg2oVCLOzpoCwVCKak+vzyYrq+TnzMnJgaeeGsbly7dJTEzkzp073Lx5k0OHDgEwfvw4mjVrXqC9W7dukZKSYv2R7tGjB2FhYRgMBusxPz+/UnmLbDKZuH37NkajkVq1aiGTyRBFkfj4eO7du0dISAiOjgW/I49CVbo3VWekeagcSPNQObA3D1qtFkdHR65cuWKN/p6UlERKSgrBwcGVeptQSa8lAVkVc9eUzDx7lLmRJ4oiU6ZMISoqih07dhASElLsepb8TyVBo9Hwn//8h/fff5/IyMhi16uS4WJLiGWMVWGcsbHX2LPnAOfOXcTBQcXQoZG0bNncehPNykohNjaWVq1acOzYcRQKOW5ujjlGEDmueLm5z4xGAyNGDKZFi2YcPnwMnU5HZGRfGjSoa21Tp0vFYMi0utyJoilntUzMo9NW9jDn0jIH2dkp6PUFdeZvz/xbU7z2iqvzUcdgISsr2UanJZ+dxUAyR9qUIwgW2YPby8pKQi5XYknonl+n2SCTlUinPSzzkJmZlKPT4l5r1plTyq7sYc+ZXC6nXr0A5PIQq86MjHSWLYti/vwFjByZQvPmTZHLlahUamQyBQMGDMDLy4sTJ05YE61v3brVRu+1a9eoW9d8LW/evJmoqCjc3d3p1q0bHTp0sNkvsnLlSrRaLV26dEGhyP0J2LNnD+vWrSMpKQkANzc3WrVqRWxsLBcvXgTMaStmzJhhkwKkNKhK96bqjDQPlQNpHioH9uahSZMm7Nmzh759++Lm5kbr1q05f/48MTExD+2GXx6U9FqSVvKqB2Vu5E2ePJnff/+d1atX4+LiYt1HotVqUavVpKen89FHHzFw4ED8/Py4d+8e33zzDTdu3GD48OEP1ebzzz/PnDlzWLx4sU2uPYmqwa5du1i6dCm+vjXo06cXLVo0wcnJdlOzIAjIZAIajZrmzZtw6NBRzp+/SPPmTQCLq5ytXoVCQYMGdW0Mu/xYXPBKKsuLXK6yGgaWegaDDnu3odJoryx0yuWqPMnRzakXDAb7L10K1ynmHC/5GCwpGezpLFyWFyHHDTN3X4HRqMdo1JVQ58O2J+bsA3xweyqVgpEjH2fp0ih+/30Zq1evRa1W5zxcyFCpVDRp0oRnnnkGuVyOwWAgPj6euLg44uLiSE5Oxs/PL1d7zhvooKAgVq9ezfr16+nUqROtW7fG1dXVGnzl8OHDTJkyBScnJzIyMvj9999tftSTkpI4cOAAqampeHh40LBhQ/bu3cuJEydo165dMc6JhISERPWiT58+HDhwgJUrVzJx4kTatm3L2rVrOXr0aKU28kqKFHilelDmRt63334LQNeuXW2Oz58/n/HjxyOXyzl37hy//PILCQkJeHp60qpVK3bv3m0NoFBSlEolH374IaNHj37U7kuUM0ePHmXp0qV0796doUOH5qx4paPTpduUEwSBNm1asn27eX9nREQTmjYNs6eyXJHJFDg5uRU4npWVil6fWf4degjkcpXdMWRmpmAwZJV/hx4CpdIBR8eC7tcZGUmFGF6P2p4jjo4udtpLLJaRqFAoGD16GG3atODKlavo9XpkMiUKhYq0tDQ2bNjAuXPnGDx4MHXq1MHPz8/GsNPpdBw+fJi///6bM2fOoFQqGTp0KMOHD2fbtm3s2rWLTZs2WcuPGTOGP/74g82bNzNo0CCcnJzw9fUlLi6OkJAQnJ2dOXPmDP369WPp0qXcv3+fvXv3otFoCgTNkpCQkPin4OTkxJAhQ1i4cCHt27cnNDSUBg0aEBsbW9FdK1UEQUBWhVbyTA8u8o+kXNw1i8LR0ZGVK1c+Uhv2vlxPPPEETzxRdiHbJR4NUTSRnZ2FSuVg3UOXnJzM4sWLad68OYMGRebshZOhUjkhlyuswTqMRj2CICcyMpLAwGBMJpEWLZphdmnU50RcVNq4JeatlysTrAFMTCZ9TvCP/DI9JpOhWDJL0BAw722yyARBhoODBoVChcGgRy7XIQiynKTiD9+eJem4JcG5rUyBIIiYTKZiy8znRYlCocyJKmZOum4Zg6OjBqPRIWdFTG+VmSNbWnQaSyQzB0YpLZk5yqYl2mb+MchkctRqVwwGPQaDDrk8O2celDk6ze69RqPRGi3VorMomWXebdszuws7OmrzBJqxp1OwkTVoEEqjRuE215IommjduhV//LGML774Ajc3N4KCgnJW++D27Thu3ryJXq8nJCSE4cOHExERgbOzEyaTkSFDHmfgwIFcvHiRxMREatWqRUBALW7evMH27dvp1KkTHh4eDBkyhCtXrtCjRw+cnJzIysrC0dGR7du3c/fuXQDq1KmDi0tBYzYuLg6lUoGbm9Z6vUhISEhUR9q0acOOHTvYtm0bwcHB+Pv7c/jwYUwmU6Xel1cS5IIMWRW6jwuSmWeXck+GXtmQkqGXH0ajnuzsdFJSklm0aCmXLsVSu3Ywgwf3w9fXj02btrJr1z5mzJiKs3NuctHciIWmAi8NKo9MsD7Ymo3T/DIBMBtkqalpeZKh58qKqmdPZg6KYb+9qiQDs1FcWjLzS4OiZUajvXkouh4UNrcll5nbLI4sN8ynyWTiypWrnD17kbi4O+h0OoxGI97envj7+9GoUSje3t7WvYp5sejMK8vKyuLzz78mJCSIsWOfxMHBOWcvpC23b99m2bJlpKSkUKtWLe7evYuPjw/jxo1Dr88kLS2Zt9/+EGdnJ95+ezoymQxL6o7CdOalMtybJKR5qCxI81A5eNA8rF27lrVr1+Li4sKwYcOYP38+X3zxRakHpiotSpoM3UftWaWMPJNo4m7mvWr/LF9Syj0ZusQ/i/j4eC5fvowoihgM2dStG0hU1Fri4u7Sv/9jHDhwmC++MEdClclktGvXysbAA9sH3fxUHpn4AJlo/XfhsqLqFZTlf5CXZGaZKBqxf9ryyuzNQ9H1imqvpDLzvJZMJpPJqFMnhDp1Cg9eVdgYLDrzyhwdHenbtyd//LGKbdu2061bd5ydbdMwpKamEhUVxblz5wBzpE+AGzduMGbMGHS6DH7//Q8A0tMzOHv2AvXr10GpVOakQVE80MiTkJCQqGq0bduWQ4cOcffuXRITEwEwGEq+/7yyIsuJr1l1qEp9LT+qjpkuUeXIzMzk008/5ZdffmHhwoX8/vtS5sz5jpMnz9C//2N07tyeV199wVq+W7eO9O//WAX2WELin0WzZuG0bNmc9es3M3PmLDZu3MjmzZuJj4/nzp07fP7555w6dcqmjqurKy+88AJyudktMzk5N//SwoVL+PHHX9HrzfsQ8+YNlJCQkKgueHp68u9//xtBEKy5n035o71VYfJGFq0qfyVh165dREZG4u/vjyAIrFq1qsjyK1eupFevXnh7e+Pq6kq7du3YuHGjTZkFCxbY7VdWVsXFMpBW8iTKjL///pvs7Gzef/99TCYT77//PikpqbRq1ZI2bdphMGSiVCr5979fxsnJCbXa1s1BLlehVDpaIxbm7p+z7C9TlECmR6fLKLK/JW3PYNCj1xet05xs28Faz2QykJVlQqFwyNmTp8gjM1ojVVras+zJM+890z0weIulvbz1itJZlMxgyH5goBWFwhGFQpWnXm6C8II6zVFGS6aTPP206LTsVRTzyRR52hPzjKHoVCxKpTonmmjp6rRE27SnMzdx+oNlen02RmPR7Zn3rSofqNO8bzBXplIpGDt2LD17Psaff/7Fhg0b0Ol0REVF4ejoaM0fGhgYyOjRozl37hxNmjTBycm82u7k5M5TT43hu+++JzMzA51OT2zsNb744luee+5ZAgN9iuy3hISERFXFycmJXr16sXnzZgICAuzuVy5PTCYTKSkpuLq6PvLeQFkVC7xS0pW89PR0mjZtyoQJExg6dOgDy+/atYtevXrx8ccf4+bmxvz584mMjOTgwYM0b97cWs7V1ZXz58/b1K1IF17JyJMoFdLS0jh9+jTXrl0jOzsbvV7PyZMnCQsLw9vbG4B58+aRmZmJk5MToiiSnq5DFI14enrY1alS5U+0rUChKDzheFEyuVyFXp+Vs//JPgX3Dz1Yp8FQtE6Vytkm0bZMJkelUqNWF/TzN5ez355crkChUKLXZ1FURhgHB+ecoCTF01mUTC5X5hgzhbUn5LQnt6lXGA+vs3B3vwfJ5HJFoekr8raXN1DIg3TKZIoijTxBEHBw0NjM76OMQSaTk5FRVHsyVCrnYrcHBWWBgUFMnjwZgAsXLrB69WoaNGhAs2bN+PTTT2ndujVubm60bds2X9sCQUHBvPPOO2zatIlt27ah1+tzonHuIzAwqIh+SEhISFRtBg8eTO/evVGpVBW2hzIhIYEVK1Zw9epVkpKS0Gq1DBo0iDZt2jx0n2Q5/1U1UlJSbD47ODjg4FDwOadv37707du32HrnzJlj8/njjz9m9erV/PnnnzZGniAI+Pr6lqzTZYhk5EkUG0vkQKPRgCiarKsDK1dGsX37dgC8vb1xclKjVKpo0KA+gwYNzlNPj1xu3ptnTjXgnrMipsNo1COKYo4xo0ImUyIIYDDoMJkMVpl55UuGJQ9ZSWROTh7Fbg9E6ypOfp15Zbk6s61Jx2WywnSaH8hNJmPOHqm8OrFZ+bIkKreVKdFovHJWxLKtofnN7TnkPNiLNu3lrkTJ7Oh8sMxee2bjybwSad5rab89S4RRezrNOeRsdZpXIO3rNF9r9nU+SGZuT5+jM/ecOTrK0Wg8EEUwGrOt+/wK6tQXkGk03jl7znL7aRmDecXMcj5t61mC6OT2UyiWzNnZC5NJn3PtmpOxm9tT2bRnkdnTWVxZvXp1mT59OqJoIikpEZVKxcmTx2nSJAylUmW3nkqlZODASGrXrs2ff/6Jj483jz3WHZ0uI2eFUYbRaEKhUFTYg5CEhIREWaBWqx9cqAxZt24dx48fp3v37tSuXZvo6GgWLlzI9u3bCQoKwt3dnfr165dIZ9WLrmkmICDA5vi7777Le++9V+rtmUwmaw7ZvKSlpREUFITRaKRZs2Z8+OGHNkZgeSMZeRLFIj39PiaTAZ1OR0zMFRITk9BonAkMrGU18MLCGjJmzMgCddPSEordjsmkL9d8cmXRntFYuE5RFMnMTEehMJTaw25R7ZUFZsOsaDfVh9H5IHfa0sRg0JGVlU5amrFU56E8x2A06grkjyxtlEp4/PH+LF0axfXr1/H398PZ2QlXVxfq1AnB39/X5vwFB9dgypRnrJ/37t3N8eOncnL/GfD19eXxxx8nPDy8TPstISEh8U9BqzUHzGrdujWBgYFERETQvn17du3axdWrVzl8+DBr1qwpkc6H2edWkVgSt1+/ft0muqa9VbzSYNasWaSnpzNixAjrsdDQUBYsWEB4eDgpKSl8+eWXdOjQgePHj1OvXr0y6ceDkIw8iWJx+fJl9u37m7Nnz6PT6ZHLzW/m894EunbtWIE9lJCQKAsiIpqi1bpy+PAx7t+/z7VrN0hOTkGv30SDBnUZMiQSNzdtgXomk4lly1bbHIuLi+Pbb7/lhRdekAw9CQkJiVKgf//+nD17lp9++ok33ngDR0dHQkNDCQ0NBSA7O5sFCxaUSKdQxaJrijl9dXV1LfMUCosXL+a9995j9erV+Pjk7jtv27atzZaGDh06EBERwdy5c/nqq6/KtE+FIRl5EoUiiiKnT59m06ZNxMTE4O3tRbdunQgPb4SXlyeJiUlcuBCDRqOhUaMG1SYJqISEhC35UzcYjUbOnDnPmjXr+eKLbxgw4DFatYqweekjk8nw8HDj/v0kXF1daNIkjLNnL3Dv3j2+//57XnrpJetDiISEhITEw6FQKJg4cSKffPIJS5cuZdy4cTZyBwcHnnjiCSZNmlRsnVV1Ja+sWbp0KU8//TTLli2jZ8+eRZaVyWS0atWKixcvlkvf7CEZeRKA+aEtKSmJjIwM0tPTiYuLY+/evdy8eZPg4GCef/55wsLCMCeSNgAmnJ09CAysnxNtUrTuCwJTnv1sFSUz2uyRKz+ZZe+Z3K5MEOQYjSpcXNwAil2vPGSWiIzVRWbZM2q/nu08FLde+chy9+SVr0xm3YtYHFmbNl40btyEVavWsGLFn5w+fZHhw4ezYsUKbt26hZeXJ5MnT0YUoUYNX+RyOVevXmXmzJmYTCa+++47pkyZQu3atUtwp5KQkJCQyI+Pjw+jRo3il19+ITQ0lDZt2jySvqqWJ08sh74uXryYiRMnsnjxYvr37//gPoki0dHRFeq1Ihl5Ely8eJGFCxdy79496zGZTEZoaCjDhw+nXr16+d7QF8x9ZX7rI69EMoVNlMnKIhNF0XouK7ov+WXm6Jf/DFn+eahc/VTajY5ZGWVarQfjxo2nZctW/Pzzz3z44Yeo1WratWvHtm3buHjxEp07d7bWCwwMpEWLFhw5cgSdTsesWbN45plnJENPQkJC4hFp06YNZ8+eZcmSJYSEhNi4EpYUuSBDXoUCr5SUtLQ0YmJirJ+vXLlCdHQ0Hh4eBAYG8sYbb3Dz5k0WLlwImA28sWPH8uWXX9K2bVvi4uIAc9Ady57I999/n7Zt21KvXj1SUlL46quviI6OZt68eeU/wBwkI68akPeNuyVCojkipAxBkOHgoCZ/DhGTycSOHTvYuXMnmZmZeHp68PjjA9BoNDg7a/Dw8ESpVCGKRrKz06w6c1dOZDZ51gTB8qbfkvPNVAKZ0rpCYF8mRxDIJ5Pn0Vl1ZEajkezsdDIyTDb5y/LnybOtZ5t/rihZ/nx+5Suzl9Ou8snM17/BOg+W6KuWyJ6W1U5RzJvrz54sN4feP0emRxRNBWT16oUwadLTnDlzljZtWuPh4cXly5eIiYmxMfIEQWDixImEhYXxyy+/APDjjz/SsGEDQkJCCAsLo1atWjnf+6rzFllCQkKiMjBq1CiuXLnC119/zdSpU3Fzc3uorTTVfSXv8OHDdOvWzfp52rRpAIwbN44FCxZw+/Ztrl27ZpV///33GAwGJk+ebE03lLc8QFJSEs899xxxcXFotVqaN2/Orl27aN269SOM7NEQRHMs938sKSkpaLVakpOTy3yzZlmh12eSlZVq/SyKIrt372fLlp2YTCZat47giSfGWMeakJDAr7/+SkxMDF5eniQk3OOVVybh7195cntURrKyskhOTkWpVODu7vZQD6GiKJKamo6Li7P0EFuBSPNQ9qxbt5no6JN8/PEnBc5xWto9fv/9D44fP4m7uxv+/v6cP38RvV5Pw4b1GTPmKdzcvCqo5/9MRFEkOTkZrbZgDk+J8kOah8pBVZ6HuLg4PvjgA3r37s3u3bvp2rUrnTt3LtazruU5McwtpEqt5BlFE6eSrlTpZ/myQFrJqwbkt9NPnz7H2rWbAHB2dmLv3oMEB9clNDSUHTt2sHr1alxcXJg8eRL+/l4kJNzH1/fhl/WrO0ajkY0bt7J//yF0OnOeNRcXDSEhQdSuHUzt2sH4+Hg98IcgKSmZ1NRUnJ015dFtCYkKJSQkiJ079xIfH2/HbUhkyJABeHq6s337btzc3OjTpwdXrlzl1KmzvPnmO/z73/8mODi4IrouISEhUWUxGs35WTdu3AiY8+jduXOnRDqEnP+qClWpr+WJZORVAxQKByzJxk0mA87OTgQE1MTR0ZGLFy8B5ohAnp6e3Llzh86dOzN48GBUKiU6XTr+/o7WIBBAjuuk2eXN4gpaWWWWPXmlJ5NbXRsssj17DrBr1366detMw4b1ycrK5sqVWGJiLrNmzXpMJhMajTO1a4fg5qblxo2b3L4dh4eHOzVr+uPrW4OYmMucOXMOADc3N1xdNQQG1kIUITExyfqnUMgJDg6kVi1/nJ01ZGRkkpycnPOXgtFoSaSeu5/Mz68Gdeuaox+6uWnzjcGciN7e+PR6HWlpqaSlpZOWlk5GRhYGgwGDwUjNmn7UquWXZ99a8XTak5nn0OzGKoq5MvMclJXM7P5amMwSfKZ8+lJSmTlReWEyy5yYx2cqF5komoMElURm2csbExNTwMhzcNAgkyno3bsnDRrUY8eOffz55wabMp999hnBwcG0atWKNm3a4OTkRGmg1+uRyWTI5QX380pISEhUdQwG8+9brVq1mDhxImfPnmXZsmUl0pGz4acMelc2/KNdEotAMvKqATKZHEdHFwB0Oh1xccd44onRuLm58+abb6LVaunYsSMGg4HmzZsTGBhorevoaF7WtkSrNAfnsF2iL1uZrMAKWGWT/f33Mdq1a8ewYbmJ3lu0aIsoimRlZXLlSiwXL14kJiaGmzdvExgYSKNGYcTHx3P9+nUOHz6Gr68vY8aMoUaNGly+fJmrV2M5e/YiKpUKDw8P6tath6enJ5mZmcTExLBz5z4yMzNxcnLCzc0Nd3d3AgODUSotBoC5n0ajkdjYWI4dO4EoitSoUYOwsDDat2+Pn58fer2eu3fvEhd3izt34rlz5w5xcXEkJCSQmWk/gbpMJsNkMuHu7k7z5s2IiGhBSEiIzbmx7NGy7NMreD4rt0wURQwGOc7OGhsjp/g6K8/1WVllzs7mh4yLFy/Svn17m7JKpSNKpSMAjRq54+8fjJOTM9nZ2chkMj7//HPi4+PR6XSsWLGCnTt38sorr+Du7s7DotfrmT59Onq93nrMxcUFZ2dn1Go1arWaRo0a0blzZxQK6adRQkKiahIbG0tAQACvv/46MpkMX19fmjVrxrfffltsHebntqpj5EkrefaRfsmqGdu3b2f1anMCYkEQcHNz45VXXsHHx8fqX54XS5RBS7TKspRZ3EqrksxoNJKQkEDv3r3JjyAIqNVONGrUiEaNGhWQWzCZTDargx4eHvTo0eOBN9C89R5EWloaFy5c4Ny5cxw8eJCtW7fi7u5OUlKSdTzOzs74+vpaIxy6uLig0WhwcXGxPuyqVCoAYmJiOHr0KIcPH2Hbtu24u7sTERFBixYtCAoKwhKp0945qwoyizyvgVcynZXj+qzssrp167Jz506cnJzo0aMHHh4e5Meysu7g4ICjo9nwe/XVV5kzZw4pKSmMGDGCTZs2MWfOHGbMmIFarS6gw9KeXq8nOzsbo9FYYC+NQqGgadOmHD582HosNTWV1NRUq/zMmTMYDAYee+wxu21ISEhIVGZiY2NZunQpgM39r6SeC3IEFFXKcKpKfS0/JCOvmnH69GmaNm1C48YNuXbtGu3bt8bJSSA9/R7Z2dlkZZlX1SyROM053+TIZErM9wOhxDIw30yKL8sN4y/kREHMK5PLFYjig2QFdZaFzLIHz2L8PAwymYwDBw6wa9cuJk6cWOxVgpJExNJoNERERBAREcHw4cM5fvw4165dw8fHB19fX3x9fdFoir8XsH79+tSvX58RI0ZYDb5Dhw6xdetWPD096dWrF23btrRxEzb32ZI/0KzHEu01r8xCbg628paZvwPZ2VlkZgrWebfILBE17dUrrkwQ8o49NzddVZEVnL/iy0Qx97y0bx+BXp/F338fZP/+/TzzzDNFvhCx4ObmxvTp0/n5559ZsmQJGo2GtLQ0fv31V5577jnA7Bqs12dhNBrQ6TL56KPPSUtLt+p4/vlnadq0ufWzJbLn8OHDuXXrFpmZmWRmZpKRkcHff//N9evXAfPqnoSEhERV4/r163z33XcA1KlT54EvkotCyOMxVBUQxKrT1/JEMvKqAenp6ezdaw5wEBMTQ48eXWjatCFNmza0ljGZjBgM2ej1BV3TzKHmjfnVlqEs90G8MsuMRj379u0HoGbNR4s8Gh8fT2xsLBs3bixWEs1HQalU0rJlS1q2bPnIumQymY3Bd/HiRfbt28eSJUuIjj7CsGGDcHHJNR4r0/wVLjPvtTQYsjEY8n8fxAfWexiZ0agH9P84maurC5GRvenZswtLlqzgu+++Y/r06TYu44Wh0WiYMmUK0dHRHDlyhKNHjxIdHc3JkycJDw9Hr88mOzvN2gd3dzerkVezph+BgTXs6nVxcaFBgwY2x8LCwti4cSOdOnUiJCTkgX2TkJCQqCyYTCa2bt3KmjVrrEFXBgwY8Eg6q1oKharU1/JEMvKqAT///DPnz5+nVq1aNGvWjNatW1R0l6o0d+7c5eDBI5w+fY6kpGRatWr+SElFwewqCXDy5MkyN/LKCplMRoMGDWjQoAEtWkTw22+/MWfOt4waNYR69epUdPckKjFqtSNjxozk++8XsmDBAt5+++1irVQLgkDz5s1p3rw5sbGxfPbZZ9y+fZvw8HCbcjKZjLFjR7Jz5z4aNqxP3bq1KYn7To0aNRg7dmxJhyUhISFRoRiNRn7++WeOHTtG48aNOXPmDN27dy/wIqukSEZe9UAy8qoYRqMRmUxGcnIyMTExuLm5cfbsWZ588kk6dOiQU8aA0aizuh6akxfLUSqNqFTOWCIPmkx6RDHXZdHyUFR+MhnmFZCK74slSuChQ4dYtiwKtdqRsLDGREQ0p379+sjlD++uCbnRrlJSUsjOzn4kXZWB8PAmzJgxg4ULF/LTT7/Ru3cPunXrhEKhIjdYiZjH3RabBO65Mj227n5lJSOPW6mAXC5Hocj9PtjKiqr38DJzRM2HkeXepguXiVb3SfNeQ6U1gmxlkMnlCpyclIwaNYrPPvuMkydP0rRp0xJdc8HBwcydO9d6fpVKRxsXa63WjUGD+lvbk8uVJdIvISEhUZUwGAz89NNPnDp1iuHDh7N161b8/PwYOHDgI+sWBKhC3ppVqq/liWTkVTHeeustUlJSrBEQLeR9a2N+wLGdWnNQAgEHByn5sz2MRiMrVqxgx44dtGnThieeeOKR9uHlR6fTASXbZ1eZEQQBDw9PXn75FdauXcv69es5ffo8NWvWpEOHDtSpU7lX9kRRRKdD+j6UM8HBwdSuXZuNGzcSHh5e4u9D3uABgiBYI3RKSEhI/NPYvXs3J0+eZPTo0WzatAlBEJg8eTJK5aO/4JJW8qoHJfqF/eSTT2jVqhUuLi74+PgwePBgzp8/b5Xr9Xpef/11wsPDcXZ2xt/fn7Fjx3Lr1q0i9S5YsCBPdLbcv6ysLGuZtLQ0Ro0ahZ+fH6NGjSI9PXeD/fjx4xEEgU8//dRG76pVq6rdA5zloah9+/Z88sknBAUFAeDp6QmYgxEYDOZVvPxJ0quKzGQqS5mxgCw5OZkvv/ySXbt2MXLkSMaOHVuqBh7kGnlhYWE4ODiUqu6KRCaTERkZyaRJk/Dx8eHAgQMsW7bM7rk25x00VitZXoovM5WTzFAhsrz58uzJIiMjiY2NZdOmTVRXjEYjZ86c4datW9y7l0BGRlqB81IUGRkZbNmyme+++47ffvuV7du3lziZsYSERPXm0qVLuLm5sXXrVrKzsx85zUxe5AhV7k+iICVaydu5cyeTJ0+mVatWGAwG3nrrLR577DHOnDmDs7MzGRkZHD16lP/85z80bdqUxMREpk6dysCBA23CVtvD1dXVxmAErOG0AebMmYNGo2HTpk3Mnj2bOXPm8NZbb9mUnTlzJs8//3ypXeSVkYEDB7Jw4UIGDx6Mk5MT06dPJy0tlczM5BzjxvZBwhJFTxRNZGSkIpfrrYavWSZa5QXrFSUDMBUwmCqjzNz/XJnJZOLChcucPn2e+/cTuXHjBg4ODrz66qtltgIVERHB9evXGT58eJnor2gaNmxA3boB3L+fgKOjA5mZSTkSAZlMhigWnIfiyIAcg8JWZsm7aK9ecWQmk5HMzDQUCkPO96G4OvMHE6psMvNY8styxygUMEAfTWa/L0XJatb0oFev7qxZswa1Wk3nzp2pqphMJvbv3096ejrr1q2ja9eu9OrViyVLFnPkyFFrOUEALy8vatb0p127NjRuHG7jhmshOzuN5ORE/ve/+dy5E09QUAD37sVz8ODfLFu2jLCwMEaOHGl9qSchIfHP5erVq9y/f58aNWrw8ssv4+XlVWq6pZW86kGJjLwNGzbYfJ4/fz4+Pj4cOXKEzp07o9Vq2bx5s02ZuXPn0rp1a65du1ZkRDVBEPD1LTyCYVJSEvXr1yc8PJzQ0FASEhJs5D179iQmJoZPPvmEzz77rCTDqlIcPnwYf39/nJycALP7klqtyhNlzhbLA1Z+AyivrKh61UlmMpk4ceI027bt4s6deHx9fQgMDKZevXp069atRCkGSkpwcDCvvPIKoiiSnJxcZu1UFAZDJmlpKcTGXuPxx/NG9RILGAelISt83osry/99KA2dlUFW8HsOlu+/iD3xo8ns9+VBsh49OqHT6Vm6dCl79+7F3d0dURSpU6cOvXr1qjJuzTdv3mTRokXWz7GxsezevZsjR46iUCjw9/elbt3auLu7cevWba5cucq33/5Ao0YNqVHDF7lcbvVKcXZ2JjMzlVOnzmIwGJgy5Vn8/My/iTqdjlOnzrJ0aRSnTp3iq6++khK2S0j8g7Hc6zt27MjQoUNL3UNIJpj/qgpVqa/lySP9SlgeVu0luM1bxpKUuyjS0tIICgrCaDTSrFkzPvzwQ5o3z81x9NJLL9GjRw/eeust6taty5YtW2zqy+VyPv74Y0aPHs3LL79MrVq1Hn5glZTo6GjOnDnDs88+a3Pc8mZfwj4mk4mjR4+zfftuEhLuExpajyFDIqlTpw5OTtV31bc8EQR5zqqciEJRsqSrEv88BEFg8OBBBAfXJiYmBr1eT3p6OmvWrEEmk9GrV6+K7mKxyO/WbckrCeagCNeu3eDOnbu8+OLTtG4dYb0XHTt2inPnzmE0Gq0v7NLT05HLBQICahIZ2Qc3N61NOxERTVm6NAow/65Kq3kSEv9cBEHggw8+KLMtSULOf1WFqtTX8uShjTxRFJk2bRodO3YkLCzMbpmsrCxmzJjB6NGjcXV1LVRXaGgoCxYsIDw8nJSUFL788ks6dOjA8ePHqVevHmBeCbl48SJ3796lRo0adi/sxx9/nGbNmvHuu+/y008/lXg8hb0Fr0hEUSQlJYXo6GjWrFlDkyZNaNq0qU1fFQoHnJw8rXm6jEYDgiDLE31PwGTSk5VlQi53QCaT28hE0VLPHLkzN4n0g2XmKHr5ZeTZu2NAEOQoFMqcpOpmV7LC6pWmTBDkXL9+naVLl3L9+g3CwxszZsyTBAUF59SVl/ucW66zynitPQoqlTNpaebVdS+vGtbrzHKewRLV1DJH9mR6TCaTHZkh5+/RZHmTgBuNejIzDcjlDtZARYIgz9k/ps+JYmnMib6qzInUKOYZQ36d1UFW9DkrTZllnlq3bk2rVq1ITk5Gq9WyatUq1qxZQ2hoaJV4Ueft7c2IESPQ6XQ0bdoUHx8f7t+/D0BQUBAmk5Hr129w/34KgYG1kckUdO7ck65dH7Orz7J/0XIfB9F6n5PJFEybNo1vvvmGn376icmTJ1sNxNKgut6bqhrSPFQOqso8FLd/JR2HUMXcNSUjzz6C+JBX8OTJk1m7di179uyx+2Os1+sZPnw4165dY8eOHUUaefkxmUxERETQuXNnvvrqqweWHz9+PElJSaxatYpdu3bRvXt3Tpw4wYULF3j88ceLvLhTUlLQarVcvXq1RH0sa+7cucO2bdu4c+eONQBNWFgYvXr1eqhleVEUSUtLQ6PRlGkwGqNRR3Z2RqFBBhQKBxwcnMus/bwcOXKEzZs34+3tTZ8+fahZs2a5tFsU5TUP5Y0oimzdupXDhw8zZsyYSnGui8LePOh0Gej12RR05TS/NVWpnFAoqk/QnMpC3rkwGo0sWLAAhULBuHHjquR3RBRFEhMTcXd359SpU6xduxa5XE5gYCABAQF4e3vj4+ODVqt9sDI7xMXFsWTJElxdXRk5cqQ1B2dp9Ls63puqGtI8VA6q2zykpKQQFBREcnJykc+6lmfixzzDUMqqjleO3mRk071TDxzfP42HWsmbMmUKa9asYdeuXYUaeCNGjODKlSts27atxCdcJpPRqlUrLl68WOK+de7cmd69e/Pmm28yfvz4YtfTarUVdmGIoglLPjFRNHHvXiJffvklAPXq1WXgwEj8/X1xc9PmyeuWm2MuNxde4TJBkGMyGXF1dUUQwJJPzDZXnLmeJcfVg2SWN/J5ZTqdCaVSXeR41WrHAvWK0llSmSAIbNmyhaioKLp3787gwYNtQq9XJJYXDlqttlr8cJhMJjIy0vjrr3Xs3r2HNm1aExISglqtxmQyWVclgDwrErJiyPTWPXm2stzVwMJl5jxyFpl59dhkIzOv2plyvvPm1RO5XI+jY+HXiUymwMFBbc25aNFpXjkXbPIxSrLiyywr6i4uGkTRSO/ePfn22/8RFbWS0aNH4+BQ9dIkWLYndOzYkcaNG3P06FFOnz7N1q1byczMBKBVq1YMGzYMZ2dnG08EixdGcnIqBw4cICCgFqGh9a2yunVr88wzz/D111/z448/8sILz+Hq6mLjvfEw95bqdm+qqkjzUDmobvNQ0jHIBQF5FRq3qQr1tTwpkZEniiJTpkwhKiqKHTt2EBISUqCMxcC7ePEi27dvf6h9A6IoEh0dTXh4eInrgjnVQ/Pm5iTWxcWStqG8ychIzEnenItOlxtEpWPH1tSrFwCAXp/x0O2IokhWVjrp6cZSG6deb//4g/RnZaWUWGfxZQLXrt0hKiqK3r17M3DgwEp3g86bJqSqkZpqfvC8c+cOV65cQqfTk5iYhCiaePzx/rRt2wqjMY20NPuBgCoLoiiSmZmeJ7qmmaLmRBSNZGVVv6A5FU3uXJgj/wYH+/PEE0NZvnwNt27dZNy40QQE1K3obj40Hh4e9OzZk549e1pX+c6cOcOqVas4deoUDRrUwdPTE7lchlwuJyMjg7i4u1y8eAmTSUQQ4M03p9m8hNRqVTzzzFP89NNvzJ37Na+++qJNbiyFwgG1uuQrhVX53lSdkOahclCd5qGkY5BRwhxrFUxV6mt5UiIjb/Lkyfz++++sXr0aFxcX4uLiAPObDrVajcFgYNiwYRw9epS//voLo9FoLePh4WHdpD527Fhq1qzJJ598AsD7779P27ZtqVevHikpKXz11VdER0czb968hxpUkyZNePLJJ5k7d+5D1S9PzPsucsnMzOKXX5ag1boyevQwgoMLj0gqURCTycjKlVHUrl27Uhp45UFKSgppaWkolUqUSiUKhQKVSoVCYV7xMhqNXL9+nUuXLmEymfDy8sJoNJKWlsbdu3dRq9UEBwfj6emJyWQiPj6eO3fucPXqVU6dOoUgCDkuZ95ota54erpTv35dPDykIDYSpUOzZuHUqOHNwoVLmTPnG55++hkaNWpU0d16ZARBwMPDg44dO9KkSRO2bt3M2bNnuXz5KiaTKScQixp3d3f8/Hy5efM2oghpaelkZmZz/foNrl+/ybVrN4iLu4PJZF5tiIu7S0BATbKzszl16iwJCfdp06YDiYmJODs7ExQUJEXjlJCQKDZS4JXqQYnu+t9++y0AXbt2tTk+f/58xo8fz40bN1izZg0AzZo1symzfft2a71r167ZhMhOSkriueeeIy4uDq1WS/Pmzdm1axetW7cu4XBy+fDDD/njjz8eun55oVA4YDCY9wGJokhU1F8kJ6cwZcqzeHuXXs6TfwpHjhzn9u3b/Otf//rHGXjnz59n7dq11uh+9rC4rRqNRpRKJTKZjOzsbKvMy8uL9PR01q9fb1NPrVbj6+vL448/Tps2bXByUpORkWR1t5QoawTs7RWsWhQ1hoLfVT8/X6ZMeZ6lS1cyb948IiMj6d27d7X5Xru6uhIZGUmvXl0K7GEWRZF33/3E+vm77xaQnZ2NIJiDvQQG1iQ8vBEnTpwmJSWNtWs3IpPJuHbtJgaDAQcHB7Zt22Wt7+joyIABA+jSpUulcV2XkJCovEgredWDhw68Ul2wbDKtyM2a5ghOJg4ePMivv/7G+PHjaNXKbOAajXrrn2XfnUKhQiZTIIqmYssEQU5GRhbu7p45e2BMWJKn541S+TDtyeVKBEFmV6d5P5RYZu3lRqCTo9MZeP/992nQoAETJkyokLl8EJY8eaXt53/+/Hm++uorgoICad++HV5e7uj1BoxGE0ajiNFowmAwoM/xa7UEgZDL5aSmpuQEFpEjikZMJpHk5FRSU9ORyQQ8Pb1wcnJAFI2IItZ9P7n7rIzWFenc6JYiBkPu3ALWKJVyuRyj0WiVCQLIZA+WKRRKzJFijVbjMm/UyLztPUinIChIT8/Ew8MTQZDZ1Wm5du3JRFHM0afL2V9mHp9MpkQmk+fseS0oK2oMZp26HL32dBqKlBkMekwms8tj4e0J1j22lu9XbhRcmXWOzOfEYFdmjjSaGzVTECzRbB9Op0ymICUlDRcXp5yopvnryVm3bh3r168nJCSEHj16oNVqSU1NpWHDUORywbo/19KX/Ndmfpnl3pSens7ly5dJSTG7kLu6uqLVuuLiokGtNl/zxdVZnPYKI29UTfN5FHjzzbdIT08nPDycoKBAAgNrERQUjLOzhuxsHTNmzLB+nwGcnJzo0aM7bdq0BWDz5s20bWv+9759+9izZw8hISFMmjTJbk7Qsro3SZQMaR4qB9VtHor7rGspN9iraZULvLIq4bgUeCUfkv9GJUAQBEwm2L59B+Hh4bRu3QaAtLR7FEzobcBgyLKrpyiZKOrJzk4nPR3Uai1KpaM11LyFtLSEAm+Ui9ueWq1FoXAooNMyPnMetVyZOXJVAvnf7Be/PbccYzBX5+bN68nMzGTQoEF261dnDhw4gKenO88/P47CEkk7OXnkPIzmYg7mYF7J0+lyj2s0KjQaSw4wAzpd7oqdIc/inbOzh43RbtGZnn6vQPsmk77QfZVGY/Fkzs6e1pQHuXoNpKffL5FOUdSRnZ1OWpqIRuNdQKcFs8FkKzMa9WRkJNptrzDyyjQar1LXWbhMsNuewaAjMzPJTj1dgWMFZRaduQafWWc2mZkF9yw+SKdlv7BSabs/0lJPEGRERkZSt25d1q9fz48//mgtExISxKhRQ3B2diIm5jKOjo7UrOln3RqQnp7BokV/kJSUQv36dejcuT2iKHL16g1OnjzHuXPnMJnsRwKWy+W4urqg1brg6uqa829XNBpnjEYj2dk6jEYjbdu2RKFQcPDgERwdHahRw5uaNf1tdMlkcpydC9+fbjHM857PTz/9FJlMZvcBMyEhwWrgCYKAj48Pd+7cITtbZ81bO3LkSGv5oKAg2rRpw3fffcfs2bOZPn06anXRAbIkJIrL5cuXqVWrVoG8kRJVFwF7/hWVl6rU1/JEMvLKmfx5kEwmA4cOHWP58iiMRiMDBvRHr8/MiYppfLDCh0Cny8CSq8xsYOausj0s2dnpGI2GAjrzvtG2lel5FPczc3v6nIdXJYmJSWzdupXu3btbH3L+SdSqVZO///6bvXsPUqdOMA4ODri7u9kYfNnZaSgUqpxVKrMxZjAUEc2mGGRl2dNZ+EP9o2JuT4klB5soPnp72dmp1hUji07L98+Se8+2vexHHEPB9h5VZ+GI1vYsUSxF0YBe/yjnTCQ7OzVnFVGGKFpewJTNGETRRFZWKnXqBPPyy5O5ffs2BoOe5OQklixZzqxZX+Pi4sK9e2ZD37xn1IsaNby5d+8+t27F0bZtS6KjT7J//yGr3tq1Qxg69HEaNWqIu7s7RqOBxMQEkpKSSE5OISUlheTkVOv/b9+OIzk5FV3O2xClUoFebyA7O5smTcJYvXqdVXevXl3p0aOL1UArzJAsiqLcKgMCApg1axbHjh2jTp06eHl5snnzJtas+YuQkADq1audJzKy2XOjZs0avPjiM3z11bcsXbqYJ598wroSXB1WKiQqhhs3bvD555/TpEkTJk2aVNHdkSglFAgoqpDpJFahvpYnkpFXzhgM2TbRJdPS0lm9+k8aNKhL9+6dCQjwIysrtUgdljQBZjcsQ7FlFkwm25WZB2F5gDfXtW94Plhn8R8ALQ+/FqPBfnt6dDq9tfzKlVE4OjrSu3fvYrdTnejcuQvXr19j3brN1gfK7t0707t3d2sZsytg8R/uLdeSKFLoC4fS1Fm89rIxGkt+LUHhOg2G7EINlKJWy8qivZLqLF57WYWujhfWniBQ5Dzo9VlAyXQW1k9ze/KcMvaNIb0+0/pvNzdzAnAvLy3Tpr3Inj0HuXjxEgMG9MbNzZUbN25z61Yc8fEJODs788wzY6hXrw69e/cgNvYaCoWCGjXMQYMsZGeb77kuLs64uDgTEJA/z6OAOXUL6HTZyOUyZDIZK1as4dixkzz2WE969+7Bxo1bcXZ2YvPmHWRkZNKnT08cHdUolaWfBkKtVtO+ffscr4h4dDrzOfr996UIgkCzZuH07NnFJq+qp6cbffv2JCpqLR06tMLXt4bVC0NC4mGwRFA/ceIESUlJ1vQhElUbgaq1z00y8ewjGXnlTP7Vso0btwEwdOhANJoHJ7XVaLxt3rpa9rtZ9qzll+l06eh0D5t6weyWlV9ndnaazUNXaSEIAs7O9tpLJSnpHtHRJ0lNTcPHx5u6dUNwcXEhKyuLtWs3c/ToUSZMmICjY9XLqVUaKJVKxo+fyLBhI7h79y7r169l16691K9fh4CAmiWKrCeTKXByci8wD5mZSSU2eizI5UrUarcCOnPz3ckLyDIyEh86sItcrkKt1paqzqJQKBxwdHQt0F56+v2HXpEvTKd5dVyw7hu0be/eQ6/IK5WOODi4lItOywq/xXAyGhVoNOaQ//bcuAtDrVbTq1dXevXqmtOeE/XrNynQXlpaPE5Oaho1alDiMahUTqhUzvl0mnObtmrVjr//PkpSUiaDBg3l7t37XL58meHDh7F8+QoOHTpG48aNad68OWFhYWV6fzp06CgAqalp1K4dxP79h8jMzGLYsIE25Vq2bM7mzTs4evQE/fr14h++LV/iEVGr1TRr1ozo6GiOHj1K9+7dH1xJotIjuWtWDyQjr5xRKBysich1uixOnDhFhw5tcHFxyfO2W7R5ELW4OyoUDgXcaiwPe2B/L5xSqUYUxQIubeYHLMsbe/vtKZX221OpzHs5LEES8tezRAotKLO4pxWUmQNr2G9PLndky5bd7Nt3ADc3LUlJ5n0/SqUSvV6PTCZj3LhxtGrVyt4p/0eh0WjQaDRMmDCBWbO+4Lvv5gPQsGF9hgyJRKu1uHAKOUFWcg0Qs2uiEqXSsZB5d0avz7JJVG6pZwl+Ynn4La5Oe/vgLDIHB02h7YFl1c/+GFQqtd32HBzMY8jvpppXp8lktDHMzNe0UKhMLlegVNpvz9HRPIb87td5X8iYTKYS6cy7b6vg+FwwGB62PadCzpkGgyH7ATqNNoagRadKZV9n3jHkNTLM58wlZ94NBXQW3V7h827Wmf1QOu3Pgwy5XEZoaCjOzs78/vvvDBo0iIsXL9K8eXO6detOWFg4R48e5dixY/z8888olUoaNWpEREQEYWFhpbYnzjJHfn5+3LuXiFwuo0OHtqxatY7Tp88xfPgQZDLBOj6FQoG/v7msUqlGLpf2UUk8Gk899RQuLi6EhYVVdFckSgkpumb1QDLyyhmLQQNw6dJ5srKyCQ8Pt+7RsRhdQI4hJLPKzMmYU637+cy6FOQ31vLKLCsklj05ZmQ2n+21J5MpMJnst2d5MMobZc8sU+XRaSqxzNKe2Xg0IpPJuHXrLl9+OQ+TyURgYCCvv/46KSnJXLhw0RoFqlatWvj6+pb11FUpnJw0zJjxBpcuXeLOnTusX7+er776H3379qVVq5YolfKcB15dTgRBuTUCojk6YlbOnlHzvjRLREbz9ZTrype3nsVwtCcrSqdtVMKStAeiKMsnUyEIMgyGbOve1lydSqtOhSKvW3BuPXOkVhkGg/32CpMZDDq77YHMaiQajbb1zEYlCIIRo9FsIOeVGQw6dLrMHCPXlEdnrsFpT5bbXn6dlsS+9toTMBiyc/brFl+nxfgRBHlOEBWT1TgSBCHHWDNZdeaPNGnODacjPT0VpdJkrWeefyHHGLfVaW5PZlem12fmvEQzG3O296uidAoIgqEQnVnWe2B+nSAQGlqPI0ei+eqrrwDo0qUD2dnpuLo60blzWzp0aMn9+/c4deocJ06cZv78+SgUCrp06UjPnl2Ry4WcPctK5HL7L/MehErlxJNPjmHLli3Ur1+fs2fPkpqaSrt27TCZFGg0rjnfFxOiKOLtXYMrV67g6OgCwJ49e9DpdAQHB6PV2k+inpaWxs2bN5HL5dStW3WT00uUPk5OTjzxxBMV3Q2JUkSGgKwKrY9Vpb6WJ1IKhXJOoaDTZVr3f0RF/cXFi5f517+mlPhHvaSIokhqajouLs5l3lZpsmXLDjZv3kGfPj1p0aINNWvm3ytTtaiosMwpKSmsXLmSQ4cOIZfLCQsLpUWLZtStW7vQaJzVmar6faiOVPW5SE/P4Nat2xw5Ek14eGMaNw4tsnxiYhKHDh1l+/Y9dOzYln79etmM29HRBaXy0Vb5jEYj69atY8OGDYiiiKOjIzKZDDc3N+rUqUNAQAC///47w4YNo1u3bkyePBkwp5Bo3LgxTz75pM19QRRFaxmADh06MGLECJRK+6vKEg9PdQvdX1WpbvNQ0hQKT3k1R1WFUijoTEZ+SzgmpVDIxz/v6a4Scf36TUJCAqvFDaS0SUpK5tdfl7J58w5CQ+vRtWunKm/gVSSurq6MHz+ejz76iN69e3LrVhw//fQbn3wym/Xrt3D3bnxFd/GhycjI5Ny5CyQkFEzbICFR1jg7O1GvXh1GjRr6QAMPwN3djcce606fPj3YtWsfy5evJju7dCOTyuVyIiMj+eCDD3jmmWfo06cPvXr1onbt2hw7doyVK1eiUqlYvnw5s2fPpmXLlgBERESwf/9+Tp06ZaNPEASeeeYZ6+e9e/cSFRVVqn2WkJCoPCiq4F9J2LVrF5GRkfj7+yMIAqtWrXpgnZ07d9KiRQscHR2pXbs23333XYEyK1asoFGjRjg4ONCoUaMKv09K7prljFJpjmJmMulJTEwiPLyRdS9brjulWCCh7qPKzG5U5mh4ZdueeU/eo8ji4uL49tsfAYEnnxxJixYtrOdN4tFwc3Ojb9/+9OzZg9jYK/z992EOHjzMjh17CAwMoHXrljRv3gRHR0frHiyza57FtRIsSejLR5brymkrM1+D6elpzJ79DSkp5tXxtm1bMWzY0JzQ/vlTIeS6XZqvPfP3Ib/Mfj2hQF9sZbZjsC/T53wPy15mSX5ucZ/M615oSW2S61ppdsUsS5k5YE/RTiPmfcdKLFvo848hV2dlkUHeRPPFq5e78tW9ezc0Gg1RUX8SE3OFgQMH0KxZs1KNdOnp6WmNfmhh0KBBrF69mj179gAQExNjlWVlmb8TBkPB4EQRERF8/vnnzJ07l6tXr7Jjxw7atGlDUFBQqfVXonpgMpkwGAxS3rwqTHXfk5eenk7Tpk2ZMGECQ4cOfWD5K1eu0K9fP5599ll+++039u7dy4svvoi3t7e1/v79+xk5ciQffvghjz/+OFFRUYwYMYI9e/bQpk2bhxjVoyO5a5azu6aF7Oxspk2bxlNPPUW7du3KvL3ydj3Q6/UoFIqHamv27NkkJyfz2muv4eLiUga9qzgqowuIXq/n5MmTHDhwgDNnziCTyXjqqado3bp1RXftgRw7dowffviBf/3rX1y7do2lS5cybNiwB0Z4q4zzUJ3R67NsUsfkxeKu6e8f8o+ci4SEBJYuXcrp06fx8PCgcePGBAYG4uvri6+vL87Ozjl7JEv3kevKlSts2LCBixcv4ubmRlxcHK6urjRq1Iinnnqq0PbmzZtnTcYeFhbGqFGjSrVf/3Sqw71p7dq1rF27ls8++wyNRlPR3XkoqsM85KWk7ppPV0F3zZ8e0l1TEASioqIYPHhwoWVef/111qxZw9mzZ63HJk2axPHjx9m/fz8AI0eOJCUlhfXr11vL9OnTB3d3dxYvXlyyAZUS0kpeBXHu3DlEUbR5C2qOTGgqEE7eIrMEPMgvM+dFK1pm7z1Hceo9jOzy5Ut8/fU82rdvz4gRI0qkU6czEBsbS//+/audgVdZUSqVREREEBERQXJyMqtWreKXX37BxcWFhg0bArmpOiBvLkYqXObu7g6YDdUuXbpw9+5dVq1aRYMG9fH3r1lovfwBlytmDEYs+dcqi0yW70e9eDJZAYMgv8ycDkKLyaTPs4ovWINK6fXyEussL1neVA95ZZbgUI8q8/LyYvLkyVy6dIm///6b8+fPs2fPHizvX52cnMjIyGDkyJF07typgM6HJSQkhBdeeAGTyURsbCyff/45AKGhoRw9ehR3dzdCQkIAgezsbGs00Dp16nDmzBkCAmpx6tQpRFGsFg/BEqXHuXPnALh58yYNGpQ8bYlE6WNvdb4oqmrglZQU25eJDg4ONrlCH5b9+/fz2GOP2Rzr3bs3P/30E3q9HqVSyf79+3n11VcLlJkzZ84jt/+wSEZeBWAwGFi7di116tTB09ONjIwkTCa99UcdLCHdLW5ZxkJkAqJoKJbMnOcsC4XC/NBSVD1zlM28sryuSYXJckOQr1y5Ap1Ox86dO2natCG1atXMCXNvv156ehpXr14jKyubdes2YzQaCQurb41SKFF+aLVaxowZw9WrV9m3bx8hIQEYjboC85fXUM+fd+7hZLbGR3Fl7u5qtFpXDh06QM2aXvTo0Z7o6KPMmzePGTNetXlhkreeKJr38pm/D0KB9vJed5KsbGSiaH65IwgydLp00tMFbHMKFldnbr5FyJtW5mFkuW7jZS+TYUk9AiI+Pi4MGNCDAQN6YDAYSUhI4u7du9y7d48NG7awdOlStFpH6tatgyXFzaMGaAFzxFjL22lHRwcWLFhglXXv3pmYmMskJNzn6afHcvDgIXr27EJ0dE2uXbsOwIkTR2nUqHGZJHyXqJo0aNCAS5cuceHCBcnIqyBOnTrFX3/9hclkwtnZmbt375aoflV11wwICLA5/u677/Lee+89sv64uDhq1Khhc6xGjRoYDAYSEhLw8/MrtExcXNwjt/+wSEZeOWMymfjuu++4ceMGr7/+OjpdOvb2quR9GChNmeUNesnqFf4GyPbBWeSvvzYSG3uNsWNHsXDhEg4ePIS/f40i623cuJX9+w9ZPw8a1BcXFyeMRh0yWenkkpIoPjKZjK5du7JkyRIaNAihadOCuY+yszOJiblCUFAAzs5OgDkJ8y+/LEYul9GiRTOaNGlcIPnzzZs3ARE/P99816GIJf1CQQqXyWQCYWENOXnyNAMH9kGpVBIaWp/Tp89hTr1QtE773wexiGtekpWFzP696eF0mlfgHlamL0eZKc/Ksi0KhRxfX098fc376U6fPsv16zdZvHgFr7/+CkqlCZPJ8MhGniiKnDt3ji1bttCpU0fat29BVlYWbm5ubN68nW3bdlnLzp1rDjLg7Kxm5MjH+eKLbzAajSxcuIiJE8fSuHGzR+qLRPXhscceY926daxfv56QkBApf14FsGLFCmQyGSEhIezbtw+dTvfgSnmQYS/7cuXFYuRdv37dxl2zNFbxLBT0sBMLHLdXpiI9HSQjr5xJTU3lzJkzACQmJuLp6WyzolaZiI9P4OrV6zRrFo5CYf9SMRqNyOVyMjIy+euvjRw5Es2gQf2oUcMbgAMHDiMIAk2bhuHt7Ymzc26YdFEUSUlJ5cKFS7i5aXFyUtO5c3uaN28CUGpuSRIlp2PHjly6FMOSJSsRBCEnQJCAwWDg4MEjXLgQw7lzF5HL5bi5aVGplCQlJZOZmUX9+nVYseJPVq1aR506IbRs2YwGDeqybdtudu7cC0DjxqH069cLZ2dna5uOjiXPDwZQo4Y3+/alWj8nJSXj6+vz6CehjMj7w3DrVhxGo5GAAClyrEThvPDCRBIS7jN79jfs2XOAbt06lcqDw/z58zl8+DD169enX78+pKUl4efnhiAI9OrVlX37/i5QR61W4+XlycCBfYiKWktmZhbff/8zzz//PI0bN37kPklUfY4dO2b995IlS/jggw/+kal6KpKUlBTatGnDhQsXEASB2rVrl6h+VV3Jc3V1LZP4Gr6+vgVW5O7evYtCobAGtyqsTP7VvfJEMvLKGa1Wy8yZM/ntt9/4448/+OCD97G8lS6YbFee87bXXnJfmXXPSHFkMpkcBwdQq90A8wpHQkIC169fQ6cz4OioxsnJCZXKAQcHBfHxCfz00wIAnJxccXNzIyHhHvHxd4mPT+DevXtWd52IiOZcuHARvV7PqFHDadmyOXK5gjffnMHffx/i778PWVfqFAoFbm5aDAYjaWlpGAwGXF1defHFZ/Hy8rSOwfJ/iYpBJpMxduw4DAYjixYtQ6PR4OHhjslk4saNmwA0aRJO/fr1SUiIR6cz79lp0aIFtWrV4v79JE6ePMHhw0f4/fflgNmoiYwcgIeHOytWRPHf/861abNGjRq0b9+O1q1b4ujogNGoRxCEfBELzZFZ88pUKidEEdRqLUajgYSE+4SG1kelcrbWM++Fyq0nCHIcHYWc74OtLLc9Wc4+2YeVmfef5ZfNnj2HxMRE6tatzeHDRwF4++038PHxta4u2qtXElnee4Fllax4MqU1EmfxZTKbBOEllVn25Dk6OlvvWbb1zB4Q9urJZEKlkQmCkOeaMCCTyaz38UeVGY0G/P3VdO3aiQ0btpKQkEz//v3J847kofDw8EAQBNq0aYNGo8VgEHF0VGMyGXFxUfHFF59y6tQ5fv55AQC9e/eiR48eiKKJjh07kpyczrZtOzAYDMybN48PP/ywQDRPiX8ewcHB1n/fv3+fW7duUatWrYrr0D+QzMxMduzYgYeHB2+88Qaurq689dZbxa5fVY28sqJdu3b8+eefNsc2bdpEy5YtrflC27Vrx+bNm2325W3atIn27duXce8KR3qKrgBcXFzo378/n376KceORdOqVSugbEMNi6JIVpYRhUKFIAhs376d5cuXF7mKGBgYSFJSEr/88qv1mFarxdvbG3//mqSnZ3Dv3j2OHj1GmzZtGDRoEG5ubtaytWppqFUrkEGDBnPz5k3u37/P/fv3SUpKQqlUotFo0Gg01KtXz6aeROVALpfz9NNPc+HCBWJiYkhMTCQxMRE3NzciIyOLjArr41ODHj160aVLNxYsWICDgwN9+vTB29u8wtu0aXNiYmKsLiRGo5Hjx4+zZs2fbNu2nQ8++AAHB/tPsPlDzFvC0svlKhQKBxwcHNHrTXbq59Yzfx8MKBSWtANFuXSUniw1NZUrV64gl8uJj79HeHg4V65c4b///YK+ffvSo0ePIvY2FZV4unBZ3rD9lVEmiiJyuQKl0rHQ1Sl5EX5DlUlWVlhyjg8bNhI/v1qsW7eOTz75hKZNm2I0GvH19aVt27Z4eXmVSG+/fv1ITEzk119/JTo6miFDhqBUqm3moWXL1jRuHM6vv/7Kxo2bOXz4KEFBQfTu3ZuhQ4ej0biya9cusrOzS+wSJlE9qVGjBn379mXDhg0EBARY7/sS5YtMJuNf//oXWq22QECSByGQPzxZ5aakfU1LS7NJH3PlyhWio6Px8PAgMDCQN954g5s3b7Jw4ULAHEnz66+/Ztq0aTz77LPs37+fn376ySZq5iuvvELnzp2ZOXOmNVXNli1brOlqKgIphUIFpVAA+P777zl37hyDBw+mffv21rcBlje3JpPR+uY9/1vdkstE6xjXrl3L+vXr6d69O7169UKj0ZCVlWXz5+DggL+/P+np6Vy7dg13d3e8vLxs8t7odDru3r2Ln58f8op48qmCVLewzKWBJQqlyWTg+vXr/Pe/X/Dcc8/StGmzHLnJum9LJpOTlJTCkSNHuXz5Ml27diEhIYHFi5cwZ84sFAoVa9euY+vWrbz//ns4O6ut9Sw5Hi0RDpOS7qPROOesGClzcuuJBdorXKbI+Su+LCMjnQ8++JiAgACefvppNBoNGRkZ/PDDD5w/f54XXniB8PDwAuelMJ25efmKllnyDlaMLK9HQUGZwaAnOTkZNzf3HKO7ePUeTSYik8krVJabQ6/ksszMdNav30Bs7FWUShXXrl0jKyuL2rVrU7t2MBqNBmdnDVqtltDQhoW621uus+joY8yfv4Bu3boSGTkAnU7Pjh07iY+Pp2nTJjRu3BCTycT58xe5cOEi27Ztw8/Pj//85z9lf4P4h1GdfiOMRksk2ao3jqo+D0lJSTneWeZntpKmUJjqFYFDFQp8l20yMifhaLGf5Xfs2EG3bt0KHB83bhwLFixg/PjxxMbGsmPHDqts586dvPrqq5w+fRp/f39ef/11Jk2aZFN/+fLlvP3221y+fJk6derw0UcfMWTIkEce38MiGXkVaORlZWWxYsUK9u3bh7OzM+HhYbi7u9KuXctSTSJqDl/uSnJyMjt27GDTpk08/vjj9OrVq9TakCgeVf2Ho7TR6TLIzrYNPvTFF/Pw9/dj1KiCN8bLl2P58ceFyGQyHB0dyc7W0atXV9au3cTHH/8HuVxOenoGn346h3btWtKv32MFdEBubjYXF+dyn4cLFy6xePFyZDIZo0c/QbNmEbzzzjt4eHgwZcoU5HI5WVmp6PWZ5dqviqIi56K6oNPpOHXqLCdPnuHWrTgyMjKtq2qNGoXywgsvFFhFNUdcTspJVA/r12/h6NET+Pn5YDKZiIm5jLe3N3fvxvP88+OpXTsYgISEe8yaNY/IyEh69+5druP8JyD9RlQOqts8lNTIm+ZZ9Yy8L+4V38j7pyC5a1Ygjo6OPPnkk3Tv3p39+/ezZcsWAOrWDaZmTf9Sa8dgyHWJ27VrF926dZMMPIlKgfnatH3PFB7emN2792MwGKwrEJZk0GfPXkCtVvPvf7+MXm/g00/nsGfPAZv6zs5OdOzYlt2799GpU7tKl2+xfv06TJv2IsuXr+Hnnxfw2mue+Pv7c+LECaZMmUL79u1p06YZNWp4V4uHC4myR6VSERHRlIiIptZjBoOBjRu3ceDAIYxGvV1XWYuBB9C7d3dq1KjBli3buHcvEYBx40Yxd+7/OHbsJMHBgQBs2LAVFxcNHTsW7q4tISFRtZEjIrcT+b2yUpX6ao/z58+zePFidu/eTWxsLBkZGXh7e9O8efMc1/ihDxUptCrtq6y2+Pn5MWTIEIKDg/Dz88XPz7dU9Vt+3OPi4sjKyiIiIqJU9UtIPCz2HjybNGlEdnY2mzdvJyMjgwsXYnjnnU+YO/d/xMZeQ6VS4uDggEbjTEREE5KTzXsN8joldOrUDrlczsaN28ptLCXBxcWFMWNG4e/vx/z585kwYQITJkwAYN++fcye/Q0HDhyu4F5KVGUUCgWNGjVAp9Mzdep0XnzxRRvXI7DNVyoIAnXrhvDqqy/SoUMbVColO3fuo1On9vz99xHeeOMD3njjA06ePEPLls3Yu/cABw4cID09vZxHJiEhUdbIquBfVeTYsWP06tWLpk2bsmvXLlq1asXUqVP58MMPeeqppxBFkbfeegt/f39mzpxJdnZ2ifRLK3mVCHd3D44dO8aqVRt58slR1r11lv02eaPT5ZeB7d6l/PVEUeTMmTMIgmAT+UpCoiJxcHDOiY5ptO7pCgqqR9euXdi9ew979/6NIAg4ODiQna0jOTmFoUOHoNGYN/IHBoZw8OCRHF2uODqqEQQZGg0MHjyYJUuWIooC4eHhBAYG4eXljUwmw2QyoNOZ25fJlNY9T4BNXwRBUYjMZN3nVxxZ7h4rW9mYMWP5+OOP2bt3L927d6d27docOnSINWvWkJ6uw8nJw269onRWNZnRqCc7W0St1iKXK0upPb11P5utzGCz1812n2ZJZLn7NG1ltnsjK1oWFubFyy+7cOrUKbZt28Yff/zB9evXCQoKIj09nfbt2+Pq6m6NEpudLeLi4k5AQAh79x7k77+P4OjoSL169XB3d+P8+QvIZDK2bt2FUqnEYDCgUqkYPnw47du3JyEhAaDEAWAkJCQqFwJVy3Cqqj4vgwcP5l//+hdLly7Fw8Oj0HL79+9n9uzZzJo1izfffLPY+iUjrxLx7LPPsnLlSg4ePIhC4cD9+/eZO3cuEydOJCAgACDnAcO+n7Q5xLd92d27dzl58iSiKKLX66VAKRJljiiKLFq0iNjYWFq2bEn37t3t7jU1pzSwTZkxYsRI+vbtx969e0lMTKRLly74+vpiNBqtAYoA7t27D4BGo0Gttt3T1alTZ+RyBWvXrrWmKvDy8uKxxx6jdevWKBQOqFQF94Hl70tpyORyS7oDW2rWrEnTpk3Zs2cPHh4euLi4sGbNGgA2b97M448/brdeUTqrmkwmk6NUZqNQ2OZJLJv2lHZXjy0pIqqjLDQ0lNDQULp27cqOHTs4d+4c+/fvRyaTcezYMWbMmGFNj6FU6lAoVNZoxzNmzODPP//k9OnTuLm5kZGRgUaj4aWXXiI0NJS0tDSioqL4/fffOXnyJMePHwegVatWDBkyBK1Wy/Xr17lw4QItW7ZEq9UW6LeEhETlQyaa/6oKVamvebl48WKxYnC0a9eOdu3alTiCcZkbeZ988gkrV67k3LlzqNVq2rdvz8yZM2nQoAEAer2et99+m3Xr1nH58mW0Wi09e/bk008/xd8/d1/a+fPnmThxIlevXuW5557jnXfescqCg4O5evUq+/fvp23bttbjU6dOJTo6uoCLSnmi0+nQ6XQ2ScDzIooiBoPOugonl4PRaCAzM523334bgJSUJLKy3KzR4ixvmC05w3LfaNuX6XTZzJkzG4s3W3p6Oo6OhYVpl5AoHQwGA/v27QNgzZo1xMbGFohEVRQuLi706dPH5ljehLrJycls22Z2x2zUqJEdY02gQ4cOdOjQgZSUFK5fv86+fftYvHgxa9euJSIigpo1a6LVaq0JVDUaDXK5HL3eHPExKSnJ+v+8/05OTgbMiaGdnJzs/ln0GAwG65/RaLQec3V1pWXLlgQHBxMdHc3//vc/m/6/+OKz6HQZ1pUoy0qhyZSbJ+/BsrxRdytOZjE8bGUy64qZ0WjEYMi2rtCZZbn5EW3HVzqyXK+IspXJZHLy5iQsXKbP8cIoicyQx3ujaJlW68zgwQMRhMGkp6cSF3ebOXO+5sCBvbRq1RJzXlbzj4S7uzuCIHDo0CFeeOEFzpw5w8WLF3ByUtO6dQscHR3Q6dJRq5WMHDmc5OQkLl26xKBBA1AqFaxfv5mTJ08SEdGcw4ePoNPp2LFjB6+88oq0yichUQWo7ikUKgslDbJY0vJlbuTt3LmTyZMn06pVKwwGA2+99RaPPfYYZ86cwdnZmYyMDI4ePcp//vMfmjZtSmJiIlOnTmXgwIEcPpy7J2Xy5MmMGTOGVq1aMWnSJHr06EGHDh2sckdHR15//XV27txZ1kMqFllZWURFRbF3715MJhOenp78+9//tgaBuHr1Kjt27ODChfOkpqbRoEFdevfuQe3agWzcuIV587626qpZ0ytPpL2i/HHtyxITE0lOTmH48MEIAsiq6isPiSqFUqkkLCyMU6dOAXDixAn0er3NStyj4OzszMiRI7l//z5t2rQpsqyrqyuNGzemcePGxMXFsXPnTi5cuMD27dttyllcQ7OysgqMxc3NDTc3N9zd3a0uz5mZmWRkZJCenk58fLz1c2ZmJqIoIggCCoUChUKBUqm0/luhUHDv3j3WrFlj88LFz68Gfn6+PP54f1QqFdnZaaVyrioz5pyF6SiVBinQTBmiz42xgiCAn58XDRvWZ+XKVbi4qAkKCsi57t0ICAhg6NChLF++nISEBMaNG01QkA8Ax46dIDExiSZNGuPlZU58PmHCEzZtNW5cn82bd3D27FlatmxOz569+eabb/jll1947bXXymvIEhISD4kMEVkVCmZSlfpqD5PJxIIFC1i5ciWxsbEIgkBISAjDhg1jzJgxD/3bWOZG3oYNG2w+z58/Hx8fH44cOULnzp3RarVs3rzZpszcuXNp3bo1165dIzDQHNErKSmJ5s2b06RJE/z9/a1v0i08//zzfPvtt6xbt45+/fqV7aAewPnz5/n1119JT08nMjKSmzdvcvjwYWbPnk379u25dOkSx48fx8fHh0aNQnF11XDw4BG+/PI7Ro58nO7dO7Ft224AGjSo+8iula6uLmg0zhw/fopLly7zxx+rmDdvnvRAJVHmPPvss1y+fJnLly9jNBqLzNdVUhQKBV26dClxPV9fX0aMGEFycjLOzs6kpaWRkpJi/bO4pLm5uaHVanFzc0OtVpfo+2IymQDblcf86HQ6Tpw4wdGjRwkLa0R8fBzHjp3g6NHjBAT407590YarhMSjMmLE4/z66xJ+/HEhL730HM7OGquse/fueHh48MMPP7BzZwDt27fkyJFo/vhjFQAbN24jMrIPHTu2LaDXycmJQYP6MWhQPwRBjkbjyYABA1iwYAFpaWloNJoCdSQkJCoPCtH8V1WoSn3NjyiKDBw4kHXr1tG0aVPCw8MRRZGzZ88yfvx4Vq5cyapVqx5Kd7nvybMYZ0VtMExOTkYQBOu+AIAPPviAXr16kZmZyYABAwrk5wkODmbSpEm88cYb9OnTp8iHq7IiNTWVdevWsXPnTurVq8fUqVPx8vLCZDIRFhbG7t27WbVqFUFBQYwePZp27dphNGZjMGTToUNbli9fze+/L8fHJ9edpWHDUMwL0blXsDnBOVjcgx4kUygUDB06kPXrt2A0mnLKSQaeRNmjVCpp0KCB1T27sqFQKHB3d8fd3b1U9Rbn/qNSqWjZsiUtW7bEZDKRnZ1Gz57dmDPnG/buPUhYWCNcXV2s32lRNAd3yUt1kZldDOWAqZj1BGswFSi5rCidZpk5wXtemcUNvrRlZhfJipE5OamZOPEpZs78ioMHj9C7t617dLNmzWjdujVbt24nLi6OgwdzvWu8vT05e/YCnTt3yDnPBduTyxUoleaV6vT0dGQyWanmgJWQkCgbJHfN8mPBggXs2rWLrVu3FkjQvm3bNgYPHszChQsZO3ZsiXWXq5EniiLTpk2jY8eOhIWF2S2TlZXFjBkzGD16tE1Cw379+hEfH09KSgre3t5267799tvMnz+fRYsWMWbMmBL37WHzwsfGxrJz506OHj2KIAgMGzaMLl26WCOeCYLw/+ydd3hU1fa/33POlPQeQkhCTwi919CkgwJiARuIYLsi6kV/XutVr98r1w52bCAqggooNor0KtI7hBp6Jz2ZmTPn98eZmWQyk0oSkrDf58mjzOfstfeenZmcdfZea9GxY0c6duzoqvflRJZ9MRp98fEJZvToezlxYjKZmdk88MADNGjQgMDAQFecizPuLr+D5vzDWpwWHh6Nj48vJpOJMWPGlHmugqvD+Xsm3v9rS1VbB0mS8PHRj3KPH/8A7733Hp999jWPP/6428MuPYOiiiQ5HSCpgGZzJLIpiyY7fipXA7DZFPz99aQc13IsVVezu2Lrylvz85Pp1q0by5YtIympJ+Hh7p+JYcOGoaoqKSkn6dOnD/v378ff35/k5GT69OmHn1+Y1/7yJwGz2WysWLGCVq1aYTQaq8znripS1b6brldq2jqUdh7iuGbl8d133/Hcc895OHign6h45pln+Pbbb6u+k/foo4+yY8cO1qxZ41W3Wq3ccccd2O12PvroIw/dbDYX6uABREZG8tRTT/Hvf/+bUaNGlWpsqamppfoQWK1W9u7dy5YtWzhz5gzBwcHceOONtGzZEj8/P9LT00vVv5MJEx4FcBU9LKud/GRlZTFjxgxiYmK4/fbbCQ8P9zjuWl4430OxU+gdTdPIyNDjrMR7dO2oyuvg4+PD/fffz6xZs/j000+5++67a/Txtqq8FtcLXbp0YefOnaxYsYLhw4e7PYiUJIlbbrnF9e++ffuyd+9ezpw5Q2BgYIn+luzevZvc3Fx69uxZYX97agri81A1qGnrkJaWVqrrq1vtueo01oLs2LGDN954o1B98ODBvPfee2WyXWlO3sSJE1mwYAGrVq0iNjbWQ7darYwcOZIjR46wbNkyt1280jBp0iQ+/PBDr05iUTgz7OVHz3yZi6paUVUrZ8+eJTn5MAcP6j8Wi4XExARuvXUY8fENURTFUefJecRIc9Qf0p/O6vW2itZ8fPzK1K4wTZYNbN9+gEuXLnH//fdTt27dCvvCunjxoivrqSzLNGrUiKSkJDp06FAjviTLA6cTHBwcLN6Ta0hVX4eAAH/Gjh3Nhx9+wmefTeOBB+4lJCTUkaVSIq9mptVxOkDJp+kxgWXTnBkgvWv56wCWl2az2ZAkKwaDisFgcq2Ht3beNOf3XMVpkut7tfy0vBqBmqZVipaXidmpGXH+6huNJvr27cnPP//O9OlfcuONg2nYsKFHWYsNGzbw22+/Icsyubm5fP755zRp0oS2bduSk5OD3W6nZ88eyLKGqlqx222Axvr1awkLC6Vhw3oeNgXuVPXvpuuFmrYOpZ2DTPUqS1CdnbxLly4RFRVVqB4VFcXly5fLZLvCnTxN05g4cSLz589nxYoVNGjQwOMap4OXnJzM8uXLCQ8PL3N/AQEBvPjii7zyyisMHTq0xO30Y0zuHwKbLYfLl8+yevUGV0YxRZGpV68uffr0oGXLZq7sYjoaqupZw0I3a68wzWKxcOrUGfz8fImICHc8hdU1VbUQFRWKoiisX7+eevXqVdgXVn67drud5ORkkpOTadWqVZUo2aBpGps3byY1NdUVhxUaGkpQUNBVxXDu3r2bFStWcP78edq2bUuPHj2KjDl1/q7VhD8c1ZmqvA65uekEB/vy0EP3Mm3aDD799Cseeuherw+/9Ac8KjabWk01LZ+WU4p2OBxFm8OZENrVaM2bN8FisbB69To++OBj7rjjFjp37uaKqbNYLMyePRtr/jSd6Blmv//+e1d4wqFDBxgz5g527drD3r0HGDiwL6qqcuzYcc6fP0VUVCwGg9ljXII8qvJ30/VETVqH0s5BQkOqRkcgq9NYC1JcUjpFUbDZPL/LS0KFO3kTJkxg1qxZ/PzzzwQGBnLmzBlAfzri6+uLzWbjtttuY8uWLfz666+oquq6JiwsrExB2g899BBTpkzhu+++Kza1upPJkyeTmppK/fr1efTRR9E0jSVLFrFy5Srsdo327VuTmBhPw4b1XUcp82O1Wjl8+BiHDh3h/PkLXLhwibS0NEJCgomMjKB580Tatm1V6rkURXp6BosWLWPz5q3Y7foveECAP716JdGlSwfXe6dpGkajEVX1vEkqT8LDw/nwww+5fPkyWVlZgL7OVcHBA/j888/ZunWrx+uyLLtS44eGhhIWFkb9+vVp1KiRq+RFUWzfvp3du3fTuHFjVq5cyZIlS0hKSuLWW28VSQYEV0V4eBgPPTSWadNmMG1a4Y6eQFAeNG7ckFatmjF37gK++24uYKB7954AZGRkuBy8Jk2akJCQQLt27YiKisJisaCqKrt37+bLL79k7doNLFigZ9betGmby/7hw0eJitJP8hw/fpz09HQaNmxYZf5GCAQCHUXTMFQjx0mpxrGTmqYxduxYr74FQG5uUaXTiqbCnbyPP/4YgN69e7u9Pn36dMaOHcuJEydYsGABoGfyys/y5cs92pUEo9HIq6++yl133VXiNufPnyc6OpqjR4/y8ssvY7PpR5a6d+9Gr1498PMzOwLKJVcB4jNnzrJv33727dvPkSNHsdlUgoKCqFOnNgkJ8QQHB3Hp0iVOnjzF7Nnz8PX1p2XLvIQzzuMs+YvYFqaBRHZ2NiaTiYyMdP76ayMrV65DlmWGDBlMQkJjsrKy2bJlC3/88ScrVqylefNEbDY727ZtJy4uzmtQZ3kjSRJhYWFF7mRdK1q0aOHm5PXq1YtmzZpx+fJlt5+DBw+yePFiQI/zbNiwIY0aNSIhIYHIyEiPJ2KDBw9mx44dHDx4kJiYGE6ePMnq1asdacSHV+ocBTUDH58gR3FwGxERkS5H79NPZ/LIIw8RHByEs7C4pqluBbnzioBbPY5IempFtSu55twZKqhJkpTvmKB3TVV1x0GWDRgMxhK3Kx9Nr9lYlAZ5x1grRtPyrREF3s+yagX7K76dvg4SRqOZu+66Ex8fP2bNmo2qavTq1cv14A7g1ltvdYVd6A8RDZhMJtq3b8+GDetdDp6TsWPvpm7duoSHRwAKs2fPZtWqVYD+cPDBBx8kLi6uyM+EQCCoPERMXuVx7733FntNWZKuAEhaTUkdVEbS0tIIDg7m2WefJTIykuTkZAD69etH//79PXZyVFVl69atLF26lGPHjmE0GomPj6dZs2Y0bdqU2rVrezgBmqYxbdo0kpOTefHFF92y5RWH1Wpl2bJlLF261BUEDHrq9+7duzNkyBCPpAwXL15k2bJlJCcnI0kSHTp0oHfv3mRmZtaY8+WlJS0tjdmzZ7Nt2zaioqKoX78+w4YN85o6X1VtnDt3ikOHDnHkyDGOHUvh9OmzaJpGaGgITZo0oVmz5rRq1cq1U2exWNi8eTO7du1CURSCg4Pp168fwcHBbrY1TSM1NfW6XYeqQnVch/Pnz/Puu+8iyzIPPfSQ15timy0XqzXXEXPn3LmXXPFZJpOv46FR+WC15jqc0cL683N7eOWNgmthteZgs1muymbp5pDjiL3WHWb3/oyO96x0/Vmt2dhsFq82FcWI0ehXrmV+LJZsx/H8vP6cDyQVxYjJ5Ef+shLeKLgOmqbxww8/sGLFCl544QUyMzN59913ARg8eBD9+vXy0p+RnJxc/ve/t8nIyKBt27bcfffd+Pn5ufqZPXs2a9as4bbbbiM+Pp6ZM2dy5swZ7rnnHjp27Fhu70l1pTp+N9VEato6OO91U1NTizwN4rzu3ZAW+Erl9z1b0WRrKv+8sqvY+V1vVHqdvKrKhQsXGDlyJLfffjvBwcEEBga6npTrNZwk9u7dy+zZszl//jxNmjTh4YcfpmnTphiNxiJtS5LEkCFD+N///se5c+cIDAxw2cyP3e4shaCwb98+tm/fzo4dO0hLSyMpKYnExEQsFguKotC0aVP8/f299hceHs7tt9/u9tr17MtnZWXx9ttvk52dzbhx42jbtq0jplFPj1wwjbnFkkVAgA+tWzendevmAGRn53DkyDFH0p0jbNjwF/7+/txxxx20b98ek8lE165d6dq167WZpKDG48wePG3aNN566y2GDx9Ou3btXA+NNE0jJycd91ploMcKWx07NRpmc6DH77x+o+6sE1dyLTe3uP7AbA7waJd3KsL9JsI5BzyOCeW3KeHjE+DRLi91v1wqLSfHW9a5vP4kScJs9vdoV7RNb1mR889Bxmz282hnt6vIsuzhkBWl6TUWPfvTtPxzkDGZSt/fzTcPZ+fOncyfP5/u3bsD0LFjRxYvXkLt2uEkJsYX6M+C0Sjx1FOTSE1Np3Hjxm5rv3//flatWoWiKHTr1g2TycSTTz7J119/zddfzyQxsQmBgeIGTSC41sha9dodq05JYkrKsWPHyMzMJDExscwPBYWT5+DBB++lceM4xx8kKxkZ512OUXp6Or/+upht23YSHx/PAw884DVDaGFYLNkcOaLvEIaE+JCVdQnAcYOj/wHUNBVN07BarSxY8AcbN24hPDyMli1b0Lv3DURHR5frfK8XNE3j119/JTU1laeffpKQkADH+1+y4vJOfH19aNasCc2a6UW9L168xKJFy/niiy+IjIygbt16lTIfwfVNWFgYTz75JHPmzGHu3Ln8+OOPxMbG0KxZIt27dyr0TL8TqzUHqzXXzblyT8AhlVErrL9srNacfO20fLtzuk1JksnOzsBgsHlxGL3ZzMJqzS7SZtk071gsmVgsWYW2c9YeLJ3NDKzWTFe7PGc6v00DeUXUvfdXUCuM3NwMLJYslzPnaVNGDwnIQFFs5C9Kf+ON/Zk5czYXLlxAlmXuvPNOMjPTmDFjFrVr10JRFDp2bEeXLh1cbcLCQqlVq7bHOA4fPgzoJ2LmzJnDLbfchKbZGTSoF5s3b2bHjs20bt0SWdaLqDuTvggEgspF1MmrPL766isuX77ME0884XrtwQcf5IsvvgD0GOhFixaV6Ui7cPIcREfXdjhaea/Z7XY2btzMH3/8iaIojBo1gs6du7iKFpeU3NwMDh48REREOL6+eX+0Ct4MXL58ha+/nsPZs+e47bZhdOzYDrPZH5PJ+46doGgyMjL45ptv2LFjB8OHDycw0OzaXchPwXUvCeHhYdxxxwj27TvAzp07hJMnqDRMJhOjR49mxIgR7Ny5nR07trN8+Sq2bdvBmDGjiIyMKMaCVoSDVlbt6vrT49PUUhyLqjpz0B2m0tssqp2ueX5XXV1/9kKdaF3THVRNc1+HZs2a0LFjW7Zs2cHAgQPx8fHhoYf+wZo1azhx4jhpaWnMn/8rMTGxNG4c7zpW642BAwcyYMAANmzYwKxZs0hNvcSoUSMICgqiVq1IVqxYQ1xcDKGhIWiaXTh5AsE1QsTkVR6ffPIJDz74oOvfCxcuZPr06cycOZOmTZvy6KOP8sorr/D555+X2rZw8grh1KkzzJ//KykpJ+jYsR1DhvTDz69ssSCXL6eydesOBg3qW+g1Bw4c5Lvv5mI2m3nkkfHExNQB8DhGIygZZ86c4b333sNqtfLwww/TsmVLMjLOl2sfOTm5WCy5pYqxFAjKi4CAADp27EiLFvGcPXuer7+ew5QpnxAXV4eYmDrUr1+XJk0aiwyvgqtCkiRuu204t99+CwEBeskgo9HEDTf0AfSHoa+++ip//72VZs2KziDtPHKUlJSEr6+Jr7+exQcffMb48aO57bZhzJr1I++++xE33TSQLl1KlhlbIBCUP4pmR6H6xCIqJTgFUlU5cOAAHTrknYT4+eefGTZsGHfffTcAr732Gvfdd1+ZbAsnz8HBg8cIDAzixImTHDlyhOTkg0RGRvDIIw8QHx/vyH5pKJOTt3Llevz9/ejZszeKIhXIfCazZMkSfv/9D5o0iefOO0c66raVvT8BrF69Grtd5f/9vyeJiNB3NgICIhzZ/CxuBYMVxYQsK66YkjzNiKIYC9UOHtyPpkGLFuVbGkMgKCkGgwl//3Dq1Qtm0qTHWLt2PcePn2TfvmTWrNmA2WymVauWxMc3Ijq6FrVrR2EwmFAUvei4XjxbT9ghSRKKYnIVHS9Ocxb6liTZrfB2yW3Kjs+XAatVwcfHH7vd6qaVtD89UYtnO2f2zvya/r0qoapqpWp6EXqbI85bdoxfKdDOiiQphdh01yRJdmXFdGoGgxFJKpsGClargtns59hdzdP070jvtwuyLNOsWTN27dpVqt/dtm07EB0dw4cffsSMGd8xYcJDPP30JBYs+I25c39h795D3HPPPeIhmkBwDRA7eZVHdna2W7KYdevWMW7cONe/GzZs6CotV1qEk+fg669nYTKZ8Pf3p2HDhtx+++0kJSUVWaCwJJw7d46//vqLIUMGIElWnKXq7HYb6emX+f77n9mzZx9DhgxhyJAh5Zpx7XrDmUTBZrNw4MA+GjduiK+vTGbmJccVzqdSeWcz7XYbVmtOEVp2vrbumtmsr9WWLZtdT7UFgspGlhVkWSE42MyQIUNdr589e5r169eydesO/v57EwAREWGMHz+asLBQCv5OA/mOMxemSRgMJnx8gpAknwK6jZycNI9jjUXbtDg+t1kYje7HBFXV4nASzfj6eibjUFUrOTnpXvqzFNlf0Zrn98DVapIkYzCYvR7zt9ksjjnkP7qvFmGz4jRNg5yczALroDrmkI3R6IPZ7J7wxklMTAwrVqzg0qVLJS6fI0kS0dF1mDBhAm+99RbffDOHVq1aIUkKt956K3PnzuXVV19l5MiRdOrUqUZkOBQIqg/Vqxi6t1wK1YV69eqxefNm6tWrx4ULF9i9e7cr0RXoJ9MKZmovKcLJc/DKK68QEBBAUFBQuf4x+eOPP/D396dLl/Zur588eZpvv/2erKxs7r9/HO3adSjEgqDkaNhsueTm5nLq1Bk6dy74nhb1JVDcF4SnnpDQmO7du/DDDz9y8eIlbr755qt+KCAQlBdhYaH07duTvn17kpOTQ0rKSX766Ve+/fYHJk58kLJ9HvTPmM1mcewMya4kHlZrVjHxbqXvT9M0bLYcbDYfFMXg1p/Fkl3u/ZX9O6JwTdPsWK3ZGAxmtznY7c45FJY4pfzHUrxW2DrYsVj0OeiZofPmYLfbaNo0gZCQYP773//SuXNnWrZsic1mIyMjg44dO7q+FzVNIysrC4PB4EoSFB0dzUMPPcS0adPYv38/sixjt+tHr7Kzs/nqq6/Ytm0bd955p0iNLhBUErJWzRKvVOMM8mPGjGHChAns3r2bZcuWkZiYSPv2eT7DunXraNGiRREWCkfckToIDAws9z8gGRkZbNy4kSFDBrjKLJw/f4E//1zJ9u07qV07ivHjRxMT06Bc+71+kRzHmRRMJqNbXcEK6U2SuOmmQURF1WH+/J84cuQIo0ePJjw8vNiyGgJBRZP/qLePjw8JCY0YOnQwM2bM4vTps0RHR5XZdk5OankMscRkZ1+p1P4qguo/B42srMteFYMBJkwYz8qV69i6dQsrVqxwaStWrKBWrVqcP3+e8+fPk52tn46Ii4tj4MCBtG3bloSEBCZOnMjSpUsJCgpi165d5ObmYrFYuOeee5g9ezb//ve/6dq1K23atKFRo0bigZpAUIGI45qVx7/+9S+ysrKYN28etWvX5ocffnDT165dy5133lkm26IYegkLRJYFm83Gf//7X+x2O5GRkaSlpXHy5EmCgoIYMKAfXbt2w2z2qZRjKDWtsGdh6E/57Xz++edcunSJf/5zoiP+0YD+NaC54mJA86rl5mYWs0Mg4eMT6Hgqr9c7PHLkCJ9//jmXL1/G19eXcePG0bx5c6/jux7WoapzvayDc9dLVW2O320LzzzzAvfeO4aOHTsBdpeWv+C4JMlkZWVgMhkLqVtXMpyFuGXZPbbOGbPmjEtLS0sjMDAATVMLqVtX0v5Mjv4MhfZXUCuuv5LY1L9DSm6zKAwGM0ajbwGb1nx1+fL3p8fW5eYW/UDL06bNldU0731RSE1NIzDQ3/G7UraHZJqmcemSXh5CVVUWLFiApmlERkZSq1YtIiIisFgs/P333+zdu5eEhATi4uJYunSpV3shISH07NkTq9XKunXrSE1NxcfHh6ZNm9KvXz8aNKhZD0mvl++mqk5NW4fSFkP/KjAev2pUDD1LU7k3PVkUQy+AcPIq0MkDSElJ4aeffsJsNhMYGEhsbCxdu3at9J2emvaFVRx///0306dP55lnnqFu3bqlamu15hR5Y2s0+nqNr8nKyuLAgQMsX76cixcv8sorr6AonsWer6d1qKpcz+vw7LPP0rJlS6Kioli9ejXR0dG0adOG+vXrExgYSHp6OqtXr2bZsmVMmDCBhg3jsNlyytCThK9vEAZD0bX7Cq5FdnYqNltuhfVXkKysK/li9bzZDMZgKF2G0qysy17LtRSHJEn4+oY4knKVDE3TyM6+Umh/kiTj6xtcrM386wD6HMpSbkLvL8ThUBbN7t27+f777zl//jy1a9fmoYce4rvvvuPYsWPk5rr/DkyYMIGmTZty4sQJdu/ezebNmzl9+jS33XYbN9xwQ6nHWVW5nr+bqhI1bR1K6+R9Hdi42jl5o9MPCievAMLJq2Anr6pQ076wikNVVSZPnozRaOSf/3wcsLueWuev45T3VN5d0+NNbK6sfbKsOLL2mQo8zfe0eezYUd58823uvvsOOnRo77Y7AlxX61Aczp1X5+6qnnlWcfwYKywR0fX2ecjPokWL+OWXX1xxT94wGAzYbDZuuulGBg8eTP5dqrw10neFNM2OzebMPGtHURRXNkZnhsuC7ZxHSZ3ZL1NTUwkJCXHLZuvNpqIYi9RAQ1X1nS9N0wr0p+Ubi7vmPgfNi033dnr2TtmLZsgXd1fQpgGDweT4filcK8pm4ZqCpqmF2DSSf8fWs53dtSOYmppGSEioI95SyZcN1dNmUZrTZlH9OTW7Hdav/4uYmFji4xtjt9tIS7vCiy/+x+13smfPntx6682udiDxyy+/s3z5Cnr37s3QoUOQZVxjyb9rW524nr+bqhI1bR1K6+R9G9io2jl5d6cfqpb38rIse/0dCwoKokmTJjz99NPccsstZbItDrULaiSKonDbbSN4770PWblyGV26XF1iG93hK9nuQliYPwEB/hw9eoRWrRJdr+sZ9qrXl09Fk5ubkS+Dqc7Fi5c4fPgYrVo1IyAgFB8f7xn9BGWjf//+nDhxgs2bNwO6Q/fcc09x+vQpsrKyMZtN1K9fl7fe+oCNGzfSoEEMjRo1wWTy9did8bZjZbdbHRlrS4butOWSm5tR6M1UUTZL219JqDib2aXWKqI/b+StQzoWS1HrUP5z6NRJL0OTlaVnQj5//iwAd9xxC3XrxrJy5Vq2b9/G4MG93R78DBzYi8BAX377bRGHDx9kxIibqFOnNtZ8v5J+fmEl2lUUCAR5SNUsu2Z1GmtB5s+f7/X1K1eusHHjRu655x6++uorbr/99lLbFt98ghpL/fp16dChLQsX/kmLFokEBFSOs7Bu3UYyMjJp3do9G1LhWfSuX/K/JxaLhWXLVrFixRo0DU6ePMVtt5Xt6ZWgcGRZZuzYsSQmJrJ161aGDRtGQIAfjRs3dF2j14VUOXfuPGvXbqBhw8ZYrVY++OADDh8+jCRJ1K9fn0aN6tK4cUNiY+uI8i+CciM0NARJgpycHMLDw+jUqT1//bWZvXv307x5U9d1kiSRlNSZuLgYZs36galTP6FVq+aMGHETfn6+AGiairjVEQhKh554pfo4TtX5r8/w4cML1e69916aNWvGW2+9JZw8gSA/BoOZm24axJ49+/j99z8ZOfJml+Y8OqlpnkfWrkY7cuQov/yykLi4GOrVi3NpsmzAaPTxaHO9YzT6oGl2zp49w4wZs7hw4ZJLq1evXqnjqwQlQ1EUkpKSSEpKAsBiycJqzUvnb7VayczMAvQsnTk5VlavXsGRI0e4+eabAUhOTmblynUsWrQMX18fwsPDMBgMjqOOCmazifj4RnTq1K7ADp3k+rfn5+j61kB3XEqn5dktvSYjSd6/z4rWytpfyTQ/P19atGjG6tXr6dy5A7GxMTRq1ICffvodo9FI48YNHQ8V9PelXr26PPXURLZv38UvvyxkypSPGTXqFhISEhzHVQUCQWmQJA1Jqj5OXll28j766CPefPNNTp8+TfPmzZkyZQo9evTweu3YsWP56quvPF5v1qwZu3fvBmDGjBncd999HtdkZ2fj41P2+78BAwbwwgsvlKmtcPIENRaDwUStWnHcfPMIZs2aRffu3WncOMFR58l5o5UXEyZJylVrCQl6QpYOHTrh6xvstZ0gD6PRB6PRhzlzppGamo7RaMRgMHD//ffTtGnT4g0IygWTyQ+Tyc9V+8zXV2XSpH/y118b+fvvv9m+fRcA3bt3p2/fvgD07dsXVVU5evQo+/bt4/Lly9hsVlRVRVXtZGZmMm/eL5hM/iQldUPTVFdsav7Pg6rasFol/P3DPD4rebF8nu2K1zRXTbeqouUva+GuGdx2Qq+FpqpWrFYZf/8wt4RRlT8WPX56wIBBvP32O5w8eYlmzZoxfvwDfPzxR3zxxTfExcXx+OOP4efn79auR49ImjdvzTffzOKzz76ib9++DBky5KpusASC6xEFe7VyEBQKjzH3xpw5c3jiiSf46KOPSEpKYtq0aQwePJg9e/Z4TdY3depU/ve//7n+bbPZaN26tcfuWlBQEPv373d77Wq/f67GSaxOaygQlIlu3bqxbt06fvhhHs8++6zbroIkSS5HrCBl0Y4dOwbA5cuXXUlaqhsnTpxg9erVrF69mqioKP7973+X+zyOHDlCdnY2TZo0YdeuXRw/fhyA8PBwHnnkEaKjo8u1P0HJkCTJEb9koHHjeBo3jmf48OH89ddfXLhwgX79+rldrygKjRo1olGjRl7tffnllyxatIgOHTrg5+dXaH96ohbF47NZWEZIoVWMpie+kUvdrnw1GUWRadiwEYGBgfz111+Eh4cTFhbGM888y4EDB/j000+ZN28+99xzj0e7yMgoHn/8cZYuXcqCBQtYt24diYmJpKenc/HiRZ588klCQ0O99i0QCHRq+k7eO++8w/jx47n//vsBmDJlCosWLeLjjz9m8uTJHtcHBwe7Mg8D/PTTT1y+fNlj506SJGrXrl2GGRTOZ599Rtu2bcvUVjh5ghqPLMvceeed/O9//2PJkkX07t3dkckxLwubM3NdcTX0PDUJTQNN07WQEF8SEuJZsWIFR44cpkmTRG666aYqV7j3559/xmQyMXjwYFJSUlAUhZiYGCZPnuxyuABMptKljoe8p/SqanVk9NOzIMiyEUUxcOLEKd5++12PXc1OnTpx2223VVrspKBkBAQEuHbvSsvQoUP53//+x8svv0yTJgk0btyI+PiGBAUFkJ6ewZw5cxkwYACRkRHk5hpw1vRzOgF6Hcr8v1OVp6mqszad5HB+DBgMRlcWXdCvO3ToEJqmUbduDHr2y4LtFJxZSEuiyXJe3bqK0dzn59QkScZqzSE3V3FkUvXWzpmls6yazSPDalFav359+OmnBfz999+AfixzwIB+1K9fj82bN3PLLTfla+d8P/VTFklJHUlMbMBff23m6NEUDh8+AlDp5YsEguqILGnI1cjJc8YPpqW51yg1m82Yze5hHxaLhc2bN/PMM8+4vT5gwADWrVtXov6++OIL+vXrR7169dxez8jIoF69eqiqSps2bXj11VeLddAmTZrk9fXU1FQ2bdrEoUOHWL16dYnGVZCqdecpEJQQTdP48ccfCQsLo0+fPsXuNMXGxtKtWycWLlxE8+bxhIToT2RsNhXwnjXTblcLzahZmObra2bcuLvYv/8gs2b9wLFjKXTu3LnK7Ezl5OSwa9cuFi1aBEDnzp355ptvOHHiBM2aNXM5eIqicOONN9K/f/9S7+JpmkpW1mW3144cOcapU6cJCQlh4cI/qV27ttuxhscff5wmTZqUwwwFVYnIyEieffZZVq1awb59+9iyZQsg0a9fL9LTMzhw4CDHjqXw6KMPYDbnj1ej0Bpt11KzWCQkyY+jR49y5MgRdu3aRUpKCgDBwUH079+b9u3bIMtymfvTj7t6r3lXkZqmaVgsWY45ShXYn73EWpcubWnRIoEzZ85y6dIVNm3aymeffQlAYmI8VmsOsiwXajMkJIiBA/UaeitWrGHJkhVcuHBBPEgSCIqhuu7kxcXFub3+0ksv8fLLL7u9duHCBVRVJSoqyu31qKgozpw5U2xfp0+f5o8//mDWrFlurycmJjJjxgxatmxJWloaU6dOJSkpie3btxMfH1+ova1bt3p9PSgoiEGDBvHII494OJMlRTh5gmqJ3W5n+fLlABw9epQ77rgDf3//Ilpo9O9/Azt27Gb27HkMHz6YiIjwCnmqK0kSiYnxdOrUng0bNl3zmi2qqrJ+/Xo2bNjA4cOHPbSkpCTmzJnDnj17AKhTpw4PPPCAxxdgSSkYdnjp0mWmTZvu8fr58+e58cYbGTBggHi6XoOJiIhg6NAb6d+/J1lZ2axevY4//1yJpmm0b9+GPXv2sWzZam67bViV2/HWNI0NGzaxY8cu0tMzSE/PJCdHL63g7+9Po0aNGDp0KGazwp9/LuXHHxewc+ce7rlnZJl2wQWeBAT4uzK/tm/fmn//ezI2m419+5KZOvUTRo26hY0bN5OWlk5sbB2aN29KVFSkh53OnTuwa9c+PvroI1599VVkWRbfOwJBIchUs508xw3G8ePH3e65Cu7i5afgA2xN00r0UHvGjBmEhIS4kpA56dKlC126dHH9OykpiXbt2vH+++/z3nvvFWrPeS9bEVStv6gCQQlRFIVOnTqxceNGdu3axf/93/9xzz330Lx5c6/XS5JMaGgt7r33Hj744BOmTPkEgDFj7qR161bOq1xFevU2Sr76SqXXevbsxaZN25g8eTK33347rVu3roi3okiuXLnCrFmz2LVrl9vrsiwzYsQIIiMj6dWrF7Iss2vXLqKiorjpppuu6gZVlhXM5gDXUc3s7Bw0zZkZUP8i7tixI4MHDy73s+uCqonBYMZksmMwmBk0aAAdO7YjJyeXmJgYdu3ay88//8Z7731Ky5bNCQkJxGKxkJqaQWpqGpmZmdSqFUn//jfg66v/wXYWusbx9NZZGL20mtWaS3Z2NocPH2HNmr9QFAPh4WFERkbg62vm3LlzrFy5jmbNEomLq0tISAhhYRHUq1ePyMhI1w2B3W7nvvvi2LNnNzNmfMu8eb9yxx235isar7kliwGpSM1ZOByciUjKS3NmB/bsDyQMBiuKYkLT1BK3qzhN8phDZmYONpuNqKhadO/elRUrVjN1qv5dbjKZOHjwCIsWLSMhoTFJSZ1JSGjkKF5vICjIjxtu6M3Mmd8wadIkNE2jXbt23H777W6xNgKBoBru5DnGGhQUVOyD9YiICBRF8di1O3fuXLEPtzVN48svv2T06NHF3ifJskzHjh1JTk4uwQwqBuHkCaotffr0YePGjYwaNYpNmzbx4YcfMnjwYIYOHer1eqPRh9q1Y4mLi3MdS9yzJ5kuXdxT5jodEW9PdEqjxcQE89xzz/Hiiy8yb968SnXybDYb8+fP93hCVKdOHTp06ECHDh2IiIhwvd6jR49CUweXFkmSMJnykmw0bhzMiBEjUBSFoKAgEhMrr2ahoGogSTJmc95Ou79/mON1ic6dkwgKCmP9+vWsXbuB7OxsDAYDoaGhhISEEBAQxNatOzh48Ajjxo0jNja2TJ/N7Oxs1q1bx6ZNmzh79iwWi8UtLlRRFHx8fMjNtbBt2w5yc/Xj2J07d+bee+8tcn5z587l8OHDtGrVivDwcLZu3UHfvgNo2LChx7Xl9f1S3pp+XBP8/ILdHshUlXFKkkRAQAQ9e/ZkzZo1/PTTr4wYMQJfX1/MZjOtW7dG0zS2bNnCsmXLmD79W2rVqkX//v3p1q0bV65c4fvvfwSgadOmNG3alCVLlvDBBx8wadIkfH19PfoVCK5XFEVFkauPk6dIJc+uaTKZaN++PUuWLGHEiBGu15csWVJkzTqAlStXcvDgQcaPH19sP5qmsW3bNlq2bFnoNQ8//DDPP/+8xzFTb8yZMwebzcbdd99d7LVOSuXkTZ48mXnz5rFv3z58fX3p1q0br7/+ulsszbx585g2bRqbN2/m4sWLbN26lTZt2hRptyS1JTIyMrj//vtZuXIlvXr14osvvnAdz3PWr5g8ebJbIOVPP/3EiBEjPBI8CGoGcXFxBAQEcPbsWSZMmMAvv/zCokWLaNSoEc2aNXO7VtM0tm/fzsyZM7HZ8mJhkpKS0MshaI6MmZLbTYazVIIzLXppNLtdZdmyZQBuXyQVzfHjxz2yQzVv3pyBAwfSuHHjShuHE4PBQP/+/Su9X0HVpeCNfJ06dRg3bhyA22fRydmzZ/n000/53//+R8OGDV036XXr1nWl+y/smM3Fixdd2WItFgtt2rShffv2+Pr6oigKRqORuLg4atWq5WZDVVVsNluxT2s1TXM9THFm142KinLtDjm/X5xZKz2/Q8qmgebaDSsvLX/9usror7SaJEmMGjWKYcOG8ssvv/Ljjz9iNpuxWq3IskybNm0YNWokHTt25PDhwyxfvpxvv/2W06dPs2vXLtdR27FjxxIQEEDTpk15++23+eyzz3jkkX9gMIjjmwIBVN+dvJIyadIkRo8eTYcOHejatSuffvopKSkpPPzwwwA8++yznDx5kpkzZ7q1++KLL+jcuTMtWrTwsPnKK6/QpUsX4uPjSUtL47333mPbtm18+OGHhY4jMjKSFi1a0K1bN4YNG0aHDh2oU6cOPj4+XL58mT179rBmzRpmz55NTEwMn376aanmWSonb+XKlUyYMIGOHTtis9l4/vnnGTBgAHv27HE5XJmZmSQlJXH77bfzwAMPlNh2cbUlpkyZQkBAAIsXL+bdd99lypQpPP/8827Xvv766zz00EMiPfJ1giRJtGzZgvXr19OrVxe6d+/AoUPJfPjhBzRtmkiLFs0cO0YaBw4ks2bNBpo3T2TgwL68886HNGzYgNjYSDIyLuA8vqWncXc/7uSkaC3/8SM7OTlZzJ//K1u27GDEiKEkJjbEZrMUmja8PMkf19SuXTsGDBjgte6LQFDVKOjcOYmKiuK5557jr7/+YufOnSxdupRff/0VX19fEhISqFu3LoGBgfj5+ZGbm0t6ejrnzp0jOTmZ8+fP4+PjQ/fu3enTpw8hISElGouzqHtJxty3b19WrlzpeoB05coVpk//grZtW9OhQ2tX4W7nsUjnEW9NU51W8ml6YqeK1CRJypclVHJk07SRlZWJwWDL9z0l5Tsu6a1dQc2I/l3qqUmSAX1pS6PJroynBbUbb+xLy5aJHDlyDLPZRHZ2Fn/+uYKIiGD69OlF7dph3HXXrcTGRrNgwW+u9Ro6dBCSZCUr6zIhIX6MHj2KL76YycyZM7j99ptdpSRMJr9SJ50SCGoKkqwhVaOdvNKWUBg1ahQXL17kP//5D6dPn6ZFixb8/vvvrgQnp0+fdiXVcpKamsrcuXOZOnWqV5tXrlzhwQcf5MyZMwQHB9O2bVtWrVpFp06dCh3Hq6++ysSJE/niiy/45JNPPEJrAgMD6devH59//jkDBgwo1RwBJO0qtrnOnz9PrVq1WLlyJT179nTTjh49SoMGDUq8k/fEE09w5cqVQq956qmnqFWrFk8//TRvvPEGFy5c4I033gD0p3IXL17k4MGDDB061PV6SXby0tLSCA4OJjU19ZonyKhINE0jNTWV4ODgGvWH6/jxI7zxxts0a5bIrbcOw2w2sXnzNtav/5tTp067kn1IEvTp04t+/fT4s6ysLEwmU7kmetA0jTNnznH0aApr1mwgNTWNW28dStu2esyfLBvw8wutketQ3aipn4fqSFnWQlVVjh07xr59+9i7dy/nzp0jIyPD9V3v6+tLaGgo8fHxJCQkkJiYWOHH8axWK+fPn+fcuXMcP36YI0eOsX9/MrGxMYwde2eVP6KsaRrp6ZkEBvpXy89ETk4Ob731Aa1aNWfYsMFu2rZtO/nuu7mEhgbz1FMTPb73t2zZzpw58xkw4Ab69u0FgK9vCAZD5SfPEd9NVYOatg4lvdd1Xrc4Ohz/AjUzqzKZdjsDTl+s9vfyV65c4dixY2RnZxMREUGjRo2u6vfvqu5wU1NTAQgLC7saM0DxtSUeffRR+vbty/PPP0/jxo35888/3dorisJrr73GXXfdxWOPPUZsbOxVj0lQ9alVqxZ33nkb338/n7ff/oARI26iY8d2dOzYDovF4oqrURTFrRizt8LMZUVVVXbs2M2KFWs4c+YckgRNmzZh9OiR1K6dF8RbE/5QCARVAUVRaNiwIQ0bNmTIkCGAnvwkOzsbs9l8TbJ0Go1G6tSpQ506dWjUKIbevbtz7Nhxvv56Dp98Mp0HHxxLUFBgpY/reuD48ZN89tlXqKpKp07tPPQ2bVry558radiwntffjXbtWnPp0hUWL15OaGgI7dq1Ft/Xguuamr6TV1UJCQkp8WmTklDmv4SapjFp0iS6d+/u9WxqaShJbYn69euTnJzsyn7j7Qt4xIgRtGnThpdeeokvvvjiqsYkqB6YTH506tSNRo3i+eGHucycOZsRI4bSs2dPfHz0pznOo5V60WM5XxHishfp1Y9kZvPXXxtZuXINly5dpmnTRG6++Wbq1YvDZDK6tVMUQ6Uc1RQIrldkWS6mjErl4e8fhqpaiY9vwiOPPMjHH3/G7NnzmTDhH44jlHmF2DXN7iq2rh/5LpumaXacxeRLrkmOWDwVm82KLOdgNPo6CsPnaUW1qxhNr3nnzIaal8XU5qY5j6OmpGwiN9fCs88+SXh4mJsGkJ6eyvnzF+jX7wbH/PI0ZxbgAQP6kpqazo8/LqBWrRiaNq1Vqb8zAkFVQnfySp7M5FpTU5y88qbMTt6jjz7Kjh07WLNmzVUPoqS1JWRZLjbl+uuvv06fPn148sknSzUGZ5B7TcU5v5o4R0UxUqtWHR555FHmzp3LTz/9SmxsfRITE0vUvqhSSd607OxsVq9ezfLly0lPT6ddu3Y8+GD/EmVHqsnrUJ0Q61B1qIlrIUkyBoMZMFO3biPGjRvP1KlTWbZsJYMHO48SFl6/qexa2TEa9eyaZnNAFd7F8j73li1bs2DBr5w5c4nYWM+MpkePngQgMbEFZrP7sVl9nXTuuWcMaWkZfP75Fzz55JNER0eX49hLRk38PFRHato6lHYeksGOLFfV7wFPJHvNWKfypkxO3sSJE1mwYAGrVq2qkGORV1NbomfPngwcOJDnnnuOsWPHlrhdampqjfkwe0PTNDIyMoCafWywb9++XLp0iTlz5jB27FiPbW9nBjm9DpTmetKd9xTZuwb6keLNmzezefNm17HiTp06uY4rO48vF8X1sg5VHbEOVYfrYS1q1apFnz59WL9+PS1bNsfPz8+RyCl/rTg7mqafNig/TU+2UhINJFdco/N78GptVpbm42OidevWLFq0iDNnznDlyhWMRiMdOrRjz569bNz4N82aNcNgMHDlypV8NhVkWXazedtttzJr1nfMmDGD0aPvITCwcuN7rofPQ3Wgpq1DWlpaqa6XJDtSdXLyavD9+9VQKidP0zQmTpzI/PnzWbFiBQ0aNKiQQZWktkRRTJ48mbZt25KQkFDiNsHBwdU6WLM4nA5sTQkiLop77rmHN954g6lTpxIUFISqqgQFBdG8eSJt27YgICD/kS5bvv+XwG3L30ZGRia7d+9n9+59JCcfxGQy0aNHD2644YYynZu+ntahKiPWoepQ09fCZrOQm5tO165tWLVqJX///Rf9+vUC9ALfOhp5iTzt10TTNJAkK4piybcO12YsZdH69Eli9ux5rFmzmvR0/eZ81apVKIpM69Yt6du3F4piLdBOdfzk2QwIMDBy5DA++kjPdnfvvXdSr15Dt9qfFUlN/zxUF2raOpR2DvpxzQoaTAUgnDzvlMrJmzBhArNmzeLnn38mMDDQVS0+ODjYlbns0qVLpKSkcOrUKQBXWYTatWu7jlqOGTOGmJgYVy2vstSWKIpWrVpx99138/7775e4TWGpu2sS3urA1UT8/f355z//ybp168jNzUWWZc6dO8fChUv47beFKIr+9FZRZGRZpmXLZvTvfwM5OTmkpaWTlpZOamoaBw8e5tChIwDEx8dz11130bZt26tO2nK9rENVR6xD1aEmr4Uz7X9gYCAtWjRj//5k+vfvXeCqouZdWZqGJBX3t7AqjNO7Vrt2LZ54Qq9xtWnTVn744We6du1Iz57dCAsLLbSdN5uhoSE88sh4vvrqO95/fxrdu3dj4MAh5ZoQoShq8uehOlGT1kE4edUDm83GihUrOHToEHfddReBgYGcOnWKoKCgMmVoLpWT9/HHHwPQu3dvt9enT5/uOhq5YMECt8Lmd9xxBwAvvfQSL7/8MgApKSmuAq9QttoSxfHqq6/y/fffl7m9oHoTEhLiyroH+lO5c+eOs3//AbKzc7Db7aiqSlZWFqtWreOvvza7tffxMRMTE83w4UNo0aI5tWrFiMQpAoGg1OTVlYOYmGh27dqD3W53+xsoKF86dGhLhw5ti7+wCEJDQ3j00QdYtmw1a9duYPXqdbRp04ZGjRpRr149YmNjMZkqv8SCQFAZCCev8jl27BiDBg0iJSWF3Nxc+vfvT2BgIG+88QY5OTl88sknpbZ5VXXyagKiTt71hd1ux263Op6u63F3qalpHDt2nIAAf4KCAvD398dsNroytOnFeMvnPRPrUDUQ61B1uB7Wwhk/duDAPt5//yOefPIJ6tWr78ry6CxGbrc7Y+sMla7JskJqahqBgQFomg27XS2knbUQzeb4KV7Ly3BcGk1BUQzXQDOQk5PDunXr+Pvvvzl58iSqqiJJEm3btuWuu+4q15I818PnoTpQ09ahtHXyVjXzJUCpPvPOUDV67smu1vfyN998M4GBgXzxxReEh4ezfft2GjZsyMqVK7n//vvLlKek8osJCQTXEFmWkWU9652TiAgfIiJEumyBQFAxSJKEohhISGhKcHAwS5eu4MEHH3TpeokV73+OK0vTNM01TknyfmqhaJvGQk87VHfN19eXvn370rdvX2w2G6dOnWLnzp389ttvXLp0icceewwfHx+vNgWC6ohktCNVIyevOtX0K4w1a9awdu1ajxMC9erV4+TJk2WyKZw8gUAgEAgqAUVRuPXWW/nyyy/Ztm0LTZsmOE4U5NXh1Hf9bPlOGyiOunWyF8152uDqNVW1kpubicViwmAorj/FVX+0sjVVtQHlqVlRVdWLpuZrh2tXT5YVYmKiUVULv/32G0ePHmXSpEkMGjSQdu3aExMTUyN2fgTXN+K4ZuXjDCMqyIkTJwgMDCyTTeHkCQQCgUBQSTRpUo969eJYtWoljRqVfwmisqJpGjZbLrm56VgswkkpiFWvwY7dbicnJwdJstGjR1dWr14PwIoVK1i4cBGRkZGu42K33HIL9evXF06foNohyVQzJ+9aj+Dq6d+/P1OmTOHTTz8F9BMgGRkZvPTSS245JkqDcPIEAoFAIKg0NOLjG7J+/d/XeiCCUmC1Wvn110Vs3rwdq9PjczB69CgSE+M5dOgo+/Yd4tKly1y5coU333yT4OBgYmJiaNSoET169ChThjyBoNKRNKhGTh41oBj6u+++yw033ECzZs3IycnhrrvuIjk5mYiICL777rsy2RROnkAgEAgElYTR6Ed4eDiZmVlkZ2e7yg/puz36jo+m2d3aFKXpulwmDWQkqTw1yTXemqYtXLiUTZu2ccMNPahdOwqjUeHLL78FoHnzRGRZoVmzZrRv3wVJklFVlT179nD48GFOnjzJwoUL2bhxI5MmTSrz0SuBoLKodjt51WishVGnTh22bdvGd999x5YtW7Db7YwfP567777b9XeitAgnTyAQCASCSsLHJ4AWLdoyZ848UlLO0aZNa0esV95dijMWzhmXVpxmt6uoqtX1o8eXGR2JRAyuMg5F2VRVK1arjL9/GIqiFGlTj9ezu2L5nJrBYHTYdu/PGf/nbQ5OrbD+dJv6PLy1K6tNfZtCK6Y/O3a7iqZppKScpHnz5gwZMozVq1ezZMkSAFq0aEFgYKSjPxs2m8X1vjRqFEt8vJ5F9dy5i7z11tvMnz+P224bBuCKAXT2JxBUFSSD/lNdqCkHon19fRk3bhzjxo0rF3vVaAkFAoFAIKj+hIeHEx0dzf79B+jQoaOHrme59J4BsqCmaRqZmRc9rrPbVWy2HAB8fIIxGs3F2tTLF8glslmU5usbgsFgKsUc7MX2VxE2i9L8/EId74nuSHbo0JGffvqJF198kaysLOx2fZevdevWLocyM/MSAGvWbGD79l3cdNNAYmKi2bFjN3//vZXc3FwOHz7ExYsXCA4OQpKsrlg/P78w4egJqgySov9UF2pCTN7MmTOL1MeMGVNqm+IbRSAQCASCSiYmJobk5GROnz5JWFgIqmp11a3Td8sU15FIVbUVqtls1mL7ys1NR1Utjnpw7jadmT0lScZqzSE3V3FllCwrubnp2GymIvvLr5V0DuVtsyhyctJQlLz+unbtwK5dOwgNDaFv396sXfsXaWnptG3bitzcDLf+9u8/SErKCT766AsCAvzJyMh0aefOXWDy5HcJCwuhbdtW9OqVRHZ2DqpqIDg4lNOnT5Oenk5WVhYmkwmDweD6MRp1J1wkchFUOLKk/1QXasBxzccff9zt31ar1fU94OfnJ5w8gUAgEAiqAz179uTDDz/k1Vf/S3R0FLfeOoy4uBjXMUhvFKUVhabZsVqzvWqqakdVrWiahsWShcUiFeFESPl2myTH8UjPmD29aHrR/ZWW8rIpSRKSZECfYunmMH78Pa7/HzKkr6PvbApmPT979pzr/318fHjoofGsXLmaTZu2MmbMHYDG/v0HWblyHRs3biU9PR3Qd3gvXrxIUFAQaWlpXsdvMBho3Lgx3bp1o0OHDiWas0BQWkRMXuVz+fJlj9eSk5P5xz/+wf/7f/+vTDaFkycQCAQCQSXTuHFjJkx4mN27d7Jt205++WUhjzwy/loPqwhkAgMjPF7Nzk4r9PhjVUOSFAICwj1ez8pKRVVzy62fUaNGsGzZKk6cOMWFCxeZM2cenTt3ZtOmrVy6lEGvXj3p3LkHQ4de4aOPPnI5eaqq8uijjyJJEkajEZvN5vGTnp7O7t27+fLLL/n7779JSkqiefPmKEo1OlsnqPqInbwqQXx8PP/73/+455572LdvX6nbCydPIBAIBIJrwLRpn5OZmYmPj5nataMcr0qugtyQt3un7zZVnAYSBoMNRTGhaaqbJssGDAaza9yaprl2+8xmf2RZcR03rehxFqXpxeTdNUmSHAlOjIXOwcfHH6tVcR3/zN+ucJvO+EVPLSGhCU2bNkdRTBw7dpxvvvmGuXPnAvDrr7/y66+/8vjjj9OkSRMeeeQRXnjhBUCvwVe3bl1sNhvBwcGODJ+ax85q//79+fvvv1m8eDGffPIJkZGR3H///cTFxZXp91AgKIgkSUjVyMmrySeYFUXh1KlTZWornDyBQCAQCCoZq9VKZmYmkiTRokVzBg3q61CKyiBwbTT9uGcOFkuWF6dLpqjcdnrsYBFdVDDOvjXNjsWSjaZlFurIlW+/+nsWHR3O448/xK5de9i//yAHDx4mNTWN999/nxYtWqCqKpIk0b17d7Zs2cL//d//ER/fmIAAf+rUiaJZswTMZh9X3KTTdtOmDUhMfIBTp87yww8/8dZbb3LzzSPo1auXW+ZUgaAsSAYZyVB9PCfpWn7JlBMLFixw+7emaZw+fZoPPviApKSkMtmUNK0GvDNXQVpaGsHBwaSmphIUFHSth1NhaJpGamqq6+mg4Nog1qFqINah6nC9rkV2djZPP/00Q4b0p3v3Ltd6OGiaRnp6JoGB/tfVOlwL/vWvl13/HxAQQJcuXbj55ps5f/48y5f/yYkTpzh8+AgA3bp1YvjwIUXas1qtLFiwkI0bNxMcHEyHDh3o1KkTsbGxYi3LSE37Xirpva7zur+H+BNgrD7zzrBqdPw9s1rfyxd8OCNJEpGRkfTp04e3336b6OjoUtsUO3kCgUAgEFQyvr6+NG/elE2btpKU1LlG3EgKSsagQX1ZuHApABkZGezYsYNBgwaRkpLCoUNHyMnJxWw20b59G/r27VWsPaPRyK23DqVLlw5s3ryNDRs2sHTpUmrXrk2nTp3o2LEj4eGesYgCQaGImLxKx1mWpTwRTp5AIBAIBNeAXr1u4P333+fAgaM0a9akzCUU7PaiM0tKkozBYC62hEJurobJ5OfILFl4aYLi+pNlxa38QEnKHZS3zYrvz+jQtFLaNDNo0BBCQiKxWq3ExMQwbdo0pk6dyunTp4mOjqZ9+7YkJXXF398Hu111tDO6Hdd0Fl3PT0xMNDEx0dx44wCSkw+zc+c+Fi5cyIIFC2jUqBEDBw6kRYsWRY5RIACQZLl6xeTJ1/WhxEIRTp5AIBAIBNeAxMREmjRpwh9/LKZ9+05l2s0zmTQyMs4XeY3ZHIjRaC7yGk3TMBqtmM0BRY6jpP0ZDKYir3G3aScj40K52iwKo9FOZmbR/fn4BBVaeN27TdVr8XV3m8GuEhQ9e/Z0vX7HHXfw+++/k5SUxIgRI8jKyir2mKDRaHMVXy+IoigkJsbTvn0XLBYrO3bsYM2aNXz00Ue0a9eOO+64g4CAgBLPTXAdInbyKoVJkyaV+Np33nmn1PaFkycQCASCKoemadjtepZHWVaQpJpXBFqSJPr27ctHH33EmTNnXDEX+txtaJrm2IXKu4Pxpvn7h6OqVlTVhqpa0DQNRTE6fvTsmPnb5SVMybOpt7c6EpIoXvtztivYH+T1p4+p+P4Kt2l11Lxzt6koxlLbLEzT37Mwx/i99ae/b0XbtDt+P502FS82ybcGTpvu7SRJpnPnznTu3Nm1W6iqNi/roLcDXLuTfn5h2O3e+jO6xmQ2S7Rr14Z27dqwdes2Zs+ew++//87IkSOv4jdXUNOR5GqWXbOaOnlbt24t0XVl/dsnnDyBQCAQVBlyczOx2XJcN7R56NkczeaAUu2wVHUSEhIwGAzs37+f0NAAbDYLmuY+d/0PvP5H3lvh7vzH+JzYbCo2W45XzVs7TdPIyckkI8Pu6E92HQn1xFOz21Ws1lxAKqSd5JpLSbU8m6Vrd636c96Iudu0YbV617y1y1sH1e3BRun6y/GqJSbWp0mTeA4fPuS1NENZsNvtHDx4kNq1a1fbhBcCLyiy/lNdqIB4tspg+fLlFWpfOHkCgUAgqDJYLFk4U/cfOXKMnTv3kJaWTmxsHZKSOqMophrl5JlMJoKCgkhPT8dqzfZ6jZ4Eu/CYE++O2NVpYC+irEBhmj7OwjXnXGqmVniy8qqj1a8fx7ZtO8jJycbX16+Q9iXjwoULfP311yQnJ6MoCr179yYxMZGzZ88C+rHRiIgIYmNjCQ4Ovqq+BJWLJMlI1agURw075FFuCCdPIBAIBFUGWVZcCSX+/HMlBw8exmBQ2L17Hxs2/M3994+nQYPG13iU5YuPjw/Z2dlIklyM4yUQXB1msx7XKEkShw4dYtWqVVgsFlq2bEmXLl281tjbtGkTCxYsIDc3lzp16nDjjTdy6tQp5s+fT0BAAA888AAHDx5k6dKlLF26FKNRLxRvs9lQVRWDwcBdd91Fly7XvlSIoIRUu5i8ajTWIvj777/54YcfSElJwWKxuGnz5s0rtT3h5AkEAoGgyuDnF4qmqaiqjbvvvoMvv5zJ8eMnALh8OZW3357CU089Rf369a/tQMsRHx8fcnJy8PcPd2W2zIu7y8us6IwRyx+T54zrulpNVa0YDDZHgpOr6U9xxI+VXVNVG1BZmtWhUUBT87XDFdtY0ZrNpq+Dj0+gK5NqefZXr14jAKZMmUpKSgq1a9cmMDCQb775hgMHDjBixAjWrl1LVlYWBoOBixcvsnnzZlq3bk1sbCxbt251JYDo2rUrt99+Oz4+PrRp04ZOnTrh4+NDrVq1kCQJu93O5cuX+eOPP5g5cyYRERE0blyzHtDUWGRZ/6kulGGoH330EW+++SanT5+mefPmTJkyhR49eni9dsWKFdxwww0er+/du5fExETXv+fOncuLL77IoUOHaNSoEf/9738ZMWJEicYze/ZsxowZw4ABA1iyZAkDBgwgOTmZM2fOlNhGQYSTJxAIBIIqgyRJSJJ+oxoVFcvTT/+Ld999l8OHDwN6DNCbb77JU089RYMGDa7xaMsHp5MnSXrcoTMDozcqSjMYzJjNKiaTr1usVtlsylelGb2exr0WmrHSNYPBh9xcO0Zj/nUov/7q129I3759WblyJcOGDWPAgAHIsszKlSuZM2cOGzdudF0bERGBr68vt99+O71790aSJDp37sy///1vAIYNG4aPjw+gf27r1avn3rssEx4ezt13383OnTvZtWsXISEhnDp1igYNGhAYGOht0IKqQDVLvFLanbw5c+bwxBNP8NFHH5GUlMS0adMYPHgwe/bsoW7duoW2279/v1vsaWRkpOv/169fz6hRo3j11VcZMWIE8+fPZ+TIkaxZs4bOnTsXO6bXXnuNd999lwkTJhAYGMjUqVNp0KABDz30UJkKoQNIWuGHusuFyZMnM2/ePPbt24evry/dunXj9ddfp0mTJq5r5s2bx7Rp09i8eTMXL15k69attGnTxs3O/v37GTduHMeOHePBBx90fckA1K9fn2PHjrF+/Xq34wBPPPEE27ZtY8WKFYWOLy0tjeDgYFJTU2t00LCmaaSmphablllQsYh1qBqIdag6lGQt9u7dy/vvv+/2Wps2bXjwwQcrY4gViqZpfPPNNxw/nsKTTz6OJMmuHSWQ3Hb2KlKTZYXU1DQCAwPQNBt2u1pIO2shms3xU7ymZ7BUSqkproyR5a/pTmdFaXq2zJJpkqSQmppKYKC/Iwvn1dv0pmmahNFocmkpKcd4/fU3XL+XDz54P61btwU0V31AvUaggaysHGTZQGBgoJvNvJqEnv19/fUstmzZ5rLv6+vL8OFD6dy5g1u7qvJ9XNP+RpT0Xtd53ZYxdQg0VZ+dvHSLnXYzT5X4Xr5z5860a9eOjz/+2PVa06ZNufnmm5k8ebLH9c6dvMuXLxMSEuLV5qhRo0hLS+OPP/5wvTZo0CBCQ0P57rvvih2Tv78/u3fvpn79+kRERLB8+XJatmzJ3r176dOnD6dPny7WRkEqfCdv5cqVTJgwgY4dO2Kz2Xj++ecZMGAAe/bswd/fH4DMzEySkpK4/fbbeeCBB7zamTBhAqNHj6Zjx448/PDD9O3bl6SkJJfu4+PDv/71L1auXFnRUxIIBAJBJdK0aVP++9//snXrVq5cuUJERAQdOnS41sO6aqzWHHJy0oiMDGHjxo1kZ6ejKErxDSsATdPIyspEUSw14qa2ulKZ62C1Zrr+PyzMjxdeeIrc3FzOnDlHw4YxpKef8dpOP8VnISMjp8R99e7djVq1womOrk14eCjLl69m9uzv8fc3kZCQd4TTbA7AZLq6hDCCq0dSFKRqlF1TUvTPSlpamtvrZrMZs9m9RqjFYmHz5s0888wzbq8PGDCAdevWFdlP27ZtycnJoVmzZrzwwgtuRzjXr1/PP//5T7frBw4cyJQpU0o0h7CwMNLT0wGIiYlh165dtGzZkitXrpCVlVUiGwWpcCdv4cKFbv+ePn06tWrVYvPmza5ioKNHjwbg6NGjhdq5cuUKbdu2pVWrVtSpU4fU1FQ3/aGHHuLjjz/m999/Z8iQIeU7CYFAIBBcU0JDQ+nTp8+1Hka54iwT0bBhfex2lXff/Yhbbx1Ggwb1imkpEJQ/gYEBBAYGEBERDlBEdlVwlpMoKVFRtYiKquX69223DSctLYPvv/+Jf/7zH66H/s6kS4JrTDWNyYuLi3N7+aWXXuLll192e+3ChQuoqkpUVJTb61FRUZw54/3BRnR0NJ9++int27cnNzeXr7/+mr59+7JixQqXL3PmzJlS2SxIjx49WLJkCS1btmTkyJE8/vjjLFu2jCVLltC3b98S2ShIpcfkOZ2zsLCwUrX7z3/+Q//+/cnOzuamm25i4MCBbnr9+vV5+OGHefbZZxk0aJDXDFECgUAgEFQVnEcTo6OjGD36DpYvX820aTPo27cnffr0cuzqebvTdt5gl7dW2I17RfUnNO9a1VgHvRi7VkiNRec4y9afLMuMHDmcd9/9mLlzf2H06FGOI74mL20ElU41dfKOHz/udlyz4C5efgrulBdVO7JJkyZuYWZdu3bl+PHjvPXWWy4nr7Q2nWzbto02bdrwwQcfkJOj744/++yzGI1G1qxZwy233MKLL75YpI3CqFQnT9M0Jk2aRPfu3WnRokWp2g4ZMoTz58+TlpbmFuiYnxdeeIHp06fz7bffunYHSzO2Cg5PvKY451eT51gdEOtQNRDrUHUoj7Ww2+189dVXJCcnux4kjhkzhk6dOlXpo4eKYsTPLwxN0+jQoSutW7djyZKlLFq0mFOnzvPAAw9gNBpdMXR6zJohXxFzrRgtf6xb0RpIqKoRf/8gR1bGkrWrzpoeC6ZUIU2/JSu4Dk4tr8C5Z7uSaXbH70vpNfe4O2O52PTxCaZv3z788stvqKqJwMAQ1xyuNTXtb0Sp51FNSygEBQUVG5MXERGBoigeO2znzp3z2Ikrii5duvDNN9+4/l27du0y2WzXrh1t27bl/vvv56677tKnI8s8/fTTPP300yUejzcq1cl79NFH2bFjB2vWrClTe7PZXKiDB3qWm6eeeop///vfjBo1qlS2U1NTa8yH2RuappGRkQF4PmkQVB5iHaoGYh2qDuWxFna7nQMHDgC4/sD/9NNPLFu2jBEjRpQ5M9m1oGfPXtStW48ff/yRP/74g969e1dKv+IzUTWoHuuQXS5WNE1j//5kmjVrBuARhnMtqR7rUHIKxqoViyRVr508qeT37yaTifbt27NkyRK30gRLlixh+PDhJbazdetWt78tXbt2ZcmSJW5xeYsXL6Zbt25F2lm7di1ffvklzzzzDE8++SS33HIL48eP91qyobRUmpM3ceJEFixYwKpVq4iNja2wfiZNmsSHH37IRx99VKp2wcHBNT67JlBjMkVVV8Q6VA3EOlQdymstHnzwQaZOnYLVaiM8PIyLFy+RlpbG+++/zz333E2XLl2r/Frb7SqqaiUxsRHt27dh2bJldOjQhsjIWo7dH2dNOxuaZncc93TWrbO76guWRbPZrCiKitksO+qzSY6dDG/tSq45a9Ndraa/P3o9P8iraec8/uddy/+eedf0zJHlqdlRVbUIzeaKO/Om6fUK7ZjNMgaDscTtPDUpX41AfSz51z1/1ky9nRFFUVzr4KkZkCQK1fLeZwuqagEkFMWEopgcmU1xa6coRvbs2c+BAweYOHFioRkLrxU17W9EaecgSbJrx7k6IJXCyQPdVxg9ejQdOnSga9eufPrpp6SkpPDwww8D+nHJkydPMnPmTACmTJlC/fr1ad68ORaLhW+++Ya5c+cyd+5cl83HH3+cnj178vrrrzN8+HB+/vln/vzzz2I3trp27UrXrl157733+P7775k+fTr9+vWjfv36jBs3jnvvvbfMflOFO3mapjFx4kTmz5/PihUrKryuUUBAAC+++CKvvPIKQ4cOLXE7vTZT9f8gF4VzjjV9nlUdsQ5VA7EOVYfyWItatYL497+f5tChIxw8eIQ1aza4tG+++ZbMzEz69x9QHsOtMLKyLuOMY+rRozObNm3m66+/ZdiwwQ7HwU5MTLSrNpnNphZqq7Sa7mDZsdlyUNXccrHppKhkGlej2QqRq7PmPIJb1DoUZ9Nq1QDPODqn46nH2pXfHKxWO6rqmWlTH7+MweDjoe3fv59vv/2B+PiGJCQkVMnv4Zr0N6LUczAo+k91ofCvH6+MGjWKixcv8p///IfTp0/TokULfv/9d1etx9OnT5OSkuK63mKx8NRTT3Hy5El8fX1p3rw5v/32m1uix27dujF79mxeeOEFXnzxRRo1asScOXNKVCMP9LIi9957L/feey+HDh1i+vTpTJs2jZdffpn+/fvz+++/l26SVEKdvEceeYRZs2bx888/uwUtBgcH4+vrC8ClS5dISUnh1KlT3HjjjcyePZsmTZpQu3ZtateuXWwf9evX54knnuCJJ54AwGq10rRpU06ePEnnzp1FnTxqXs2X6opYh6qBWIeqQ3mtRXr6eZwOUkZGBlOnTiMtLd3tmhEjRtC/f/+rGW6Fkp5+zu3fKSkn+Oqr78jIyEt1bzQaGTKkH126dCzXBGOappGenklgoL/4TFxDymMd9Ns6TyfPiTcn72rQd1+9O6R6TKS7k2e32/m//3uL6Ogo7rlnJBERsa7dvqpCTfsbUdo6edseb0aguWqtSVGk56q0mbqnRt3LZ2Rk8O233/Lcc89x5coVVLWUniyVsJPnLDRYMK5g+vTpjB07FoAFCxZw3333ubQ77rgD8J76tCQYjUZeffVVVwCjQCAQCGo2Pj6B2Gy5qKqNgIAA/vGPcXz44ReuuJrw8DDmz59PWFgY7du3v8aj9Y4+B4sryUXdurE8/fTjXLhwGbPZjKZprF27np9//oPdu/dx++0jCA8PJ+/Iol48W0dyHKPT/z+/JkmSK8mHs0B4fk1RjAU0exHt8mtGdEfbU5Mk/bhf6TQZSVKuM011afrRytLb1B0mzfE7YS2gOY9rlnWczt+z/Db1LLF6gharaw6nTp3HYlHJzbVSv349AgL80DQ7ly9fITMzi969exESElmtjgVeN0gSVCfntjqNtRhWrlzJl19+ydy5c1EUhZEjRzJ+/Pgy2arwnbyqjtjJE1QmYh2qBmIdqg4VsRbOrHinTp1i6tSpZGZm0rRpU/bu3QvAm2++6arLVVVxzsHbbt2ePXv45ptvyMnJYeTIkXTu3Nktu2Jh7YrS7HY7qalXCAkJ9VgH/TZB83ozXvlannNREzW7XSU1NbWQdag64yxuDtu3b+ezzz53vZaYmMhjjz2GqtqYMeMrdu3axf/93/9V2c9hTfsbUdqdvO2TWla7nbzW7+ystvfyx48fZ8aMGcyYMYMjR47QrVs3xo8fz8iRI6/qM1LpdfIEAoFAIKhInHE0sbGx/Otf/+LTTz91OXiBgYF8+eWXhIeH065dO1cYQVW7kSsqFqhZs2a88MILfP/998ycOZMTJ05w6623eo0hcj7HLZkmF6rlr912LTTnuAs6FTVRK7gOZbNpd71W2XMAiR9/zEtI0axZM/bs2cOePXtYtWoVO3fuZNy4cfj7+xdoJ6gyVLs6edV3v6p///4sX76cyMhIxowZw7hx49zC264G4eQJBAKBoMYSERHBM888w+bNm1myZAknTpxg7969BAYGsGbNGpo1a0KtWpHExsbSvHlz/P0DMBgKL6BbFbDbVRRFY+TImwkLC2Tx4mV06tSaiIgInPFWzsyK+o6L5MiO6CxurXloIJGbm0FWlp7h0r2de123ytGkQuZQlFbc3MtX048oumvOI63u7awuZ6Y4DWRyczMd62DLpxnRs1s6M2ZaXI6copiQkNHr6tmw2XLRNBVJUjAYzHqGS8WUb5xagaObzrg6PatpyTTJsQ7e212+fBmj0ch9991HXFwcL774Ih988AEAiYlNMJtl0tLOOU4Fyq6soEajT74jwYJrhnDyKg1fX1/mzp3LTTfdhKKU7+6p+CQJBAKBoEYjyzIdO3akQ4cOLFmyiN9++wNJkmjYsB45OTls376TFSvWULduLBMmPEBgYOH1WKsCVmsOFouejKVbt04sX76axYuXMnLkiEJ2RTRHGn1roZqmaY54QGM+G5or/X7hNquSVvj8KkLzNh69xID3diXR9HXIRVXdC5znlSawF2jnyIhqs+CMw8vTVKzWLDQNZLvdLW5Jj5+zeJlb+WiDBvVn0aI/OXDgANOnT3ddI0kSBw4cYN++/URHR3HDDT1o2bKZq61eJL36HberccgylLPDUaFUYydvwYIFFWZbOHkCgUAguC6QJInevXuRmNiQBQv+YM+e/cTG1qF165bs2LEbHx9ztYvfN5vNjBhxE7Nnz6NevTi6dOl4rYckqCD0nbyraFyJ9Ot3A9u372LFihW0a9eOIUOGEB0dTXb2FXJysjh6NIWVK9cya9aPxMRE8/DD92Eymch/TFdwDal2O3nVaKyViHDyBAKBQHDdYDT6UKdOPR544H527drJpk1bWLFCL1Y7atRIFi9exf79B7j99ttp3LjxNR6td0wmP2TZ4Cp03a5dW/7+exvz5//G+vWbiImJ4cYbBxEUFIDdriLLsqOwuPOYoL5rZLfbkGXFdcQuN1fDZPLDblfdtLx2eYW3q55mdGWVLH/NeWTR6ng/FUfB+PxaXrviNeeRU09NPzZLgXUwOI6OBrgd11RVK4pi1I9r+sigaah2K6otF1W1oCgmDAYzsmJClg04s1/qczAUODZbNs1u14+cOrX9+5PZvz+ZyMgo2rdvz/Hjx+nYsSPr1q3j7NmznDt3josXLxIQ4M+4caO5ePEiX389hzNnLpKQ0ASDwVQxHxpBqZBkGakaOU7VaayViXDyBAKBQHDdIEkSBoMZg8FM+/ZdaN++CwcOHCArK4uUlBMsXboMg8HA77//zmOPPXath+sVSZIwGs1AXuxgUlJ3MjIySUhowrZt23j99bcZP348LVq0KJFNTdMwGq2YzQEiEUY+bDYLFkuWW0kBVbW7nBqj0ReTybfc+qvu67Br1z7Wr1+P0WjEatWPpW7fvp3Q0FBiY2Np1aoVERERrF27ljlz5jNp0iT8/X/l++/n0bFjR2666aZrPAMBAJKs/1QXqtNYKxHh5AkEAoHguiYhIQG73c6MGTOoX78+9evXZ/ny5bz22mvYbDZMJhM33NCLdu3auXYxqtoNeJcuXejSpQsAw4cP56uvvuLjjz9m3LhxtG/fPl+CE82xI+aewdEZY2a3292C/4trVxIt/85PxWl2R/228tUslsxCYu+cMWQqBoOxVDb1RCV41Ww2qyM2z07+ouXFtbsaTU/sopSLFhgYSGBgAP/97/+Rk5PLlSupAMTExLh9ZqKiovjggw946aWXaNy4MTt27GDlypUMHjzQw6bgGiCOa9YIhJMnEAgEguseWZa56667mDlzJkeOHAHgxIkTGI1GbDYbX331NTZbDq1aNceZXdFsDsxXcLzq4Ovry4MPPsiMGTOYOXMmUVGhBAcHeLlSdmVs1DSNnJxMMjPtjpvxPK2odp7oJRAqR3Om868szRO7XSUj40K59edch4wMu9vDBG/titLKYyyl1ex2lb/+2kBiYgLZ2VcACAnxcRxDdScxMZGXXnqJhQt/Y/36jQDIssT/+39P4+fnyy23DKNp06b4+ARVuQcq1wWKQf+pLlSjHDGViXB9BQKBQCAAOnXqxD/+8Q/atWtHgwYNCA4OwmbTd44AFi7803Glc+fLe5bBqoAsy9xxxx2YTEYWL15ayFX2IhyZsmpaJWpaJWtFUTFj0R2/0mvX4j27fPkKqalpNG+emKdodkdJh7x2n332GZ988glGo0KXLh0ACAkJplGjBvTu3Z3Q0FC++WYOqamXyrAOgnJBlqrfj8CDauSmCwQCgUBQsTRv3pzmzZsDkJFxEZvNwpkz55g5czahoSFcunSZI0eOERDgT6tW7a7xaIvG19eXfv1uYMGC3wgJCSIhoTFxcTFuxyoFgvIiKysbgIAA/wJK3q7j1q1b2bp1K2azmc8++5w77hgBQKtWzRk0qC+KotCxYzveeOM9Fi9ezujRYytxBgIX4rhmjUA4eQKBQCAQeMHfPwxNU/H3D+Wll55H0zReeOFl181sePhC7rjjDpdTWNWQJIl+/QaRnp7NsmUr+PPPldSqFck//vEQERGRSJKSL1ujFYPBhtkc6Igxy9Pyx905C4Rrmuqoq2cFdM1gMCHLxmLalY9NvRi5d5v5NbtddWWizLNpdmQnVVHVXFfMXX4t733RC31768+bVtCmM/ult/7ya3mFzPV18PEJdGXpzJ9N09OmN83sKNSu5hsnjnHq8YPumpRvDrKroLrdbvOwWZR28OB6AGJj62E0mlw29XYqixb9zm+//UHLls3p1as3H3zwIRkZNoYOvYlffvmVrVt3EB0dTePGjWjaNJENGzbRs2cfQkNDOXToENnZ2ciyTGhoKI0aNcJo9DwG6iR/plRnofm8Iu6CYhFOXo1AOHkCgUAgEHhBkiQkSb85dNKnT19+/fVXmjVrhqqqfPjhh3Tp0oU777yzyJvOorDb7SxevJiNGzfi5+dHcHAwPXr0IDExsfjGxaAoCrfddhvDhw/n2LFjfPXVV3zyyWeMGjUKi8VCy5YtURTduTGbVUwm33w3wjJZWdmsWLGCw4cPY7fbCQkJISQkgPj4htStG+u6VlWtWK3ZSJKMr28IRqNPISOSPeIYNU0jK+uyy3Fwkt+mn19ZbF7Cble92vSGe3+hGI0+eF9Svb/8mqbZHXPw7A+yCu0PspAkxTE/XwwGH3Jz7RiNvq73RdPKZtPfPxRFMRYxB3fNblfL3J8sK0RHRwOwdetOevXq5bBp4/z5FL7/fj579hygb98e9OnTA6tVP+p85MgB+vcfTIsWLdmyZQsnT55k+fKVZGfra/TDDz+4YmTz4+/vT79+/ejbty8Gg7726enpnD17hpycNM6ePYfRaCQ6ujaRkeGuZEKybMDPL1Q4e8UhSdUrY6VYT68IJ08gEAgEghIyePBgZFnml19+ISIiAj8/P/766y/69u1LTExMie1omsb69evZuXMnR48eJTVVz0JoMBiw2WxcuHCBZ599ttzGbTQaady4MRMmTOCtt97ivffeA+D++++jVavWjp0fzZHZUcVuVzl+/ASffz4Dq9VKQkICRqORS5cusXv3LpYsWU6zZk24+eYbCQ4OyjcvOxZLFkajj8Pxkly7bHa7iiTJrt07p6aqFg8HLz+nTp3m6NHNHDuWwoULF8jIyCAiIoI2bVrRoUNbzGafQmyqhdosCmdWTaPR11EnT3LtemmaiiQpjl2qPM1qzb2K/lQslmyMRrNjp1BfB5vN4uFwlcZmbm4WRqPZ9ZDC+xwMgIbdrmK15pS5P7tdpVWr5nTp0pnffvuNqKgoEhMTsdttzJ//K4cOHWPMmNtp2jQBgIMHjwLw66+LWLx4OS+88AKDBw/GZDJht9s5c+YMP/30E7t27QIgKSmJ22+/Dbtd5cyZ06xbt56ff/6Zv//eyH33jWPGjBmcPHnS69iMRgPR0bXp3Lk97du3QdM04eQVh1TNdvKqk0NaiQgnTyAQCASCEiJJEoMGDSIhIYH169dz/PhxbrrpplI5eABLlizhp59+AvTYOSc2m43Q0FDGjh1bjqPWsVqz8feXGTfuLn766XdSU9P4+utZNG68npiYaEDCZtMdgfT0THbs2E2dOrUZPXokYWGR+PoGo2kamZmX2L59BwsW/MH//jeFuLgY/P398PExYzKZyMzMIja2DvHxjTCZjOTmWggJCXbFamVn57Bp01Z8fX1o3rwpvr6eO3Q2m40zZ87y889/kJKiZzmtV68ecXExmM0GTpw4xdy589i2bStjx97l2s0pv/cqB6s1p1xtFt1fFlZrlmP3LhNFsVy1I+K0WVlYLJn07dudU6dO8t5779GkSROaNWvK9u27GTFisMvBA6hfP46hQwewc+c+jh5N4dtvvyU5OZnY2FgaNGiAv7+/y8EDWLt2LUlJ7QkPDyM8PBCDQX9vTp06zWuvvYamaURGRjBixI34+/tx7NhxgoODMBqNnDx5mt9+W0xKygkCAgJp2zbco9yHs0j7pUuXXD8Wi4W4uDi6du1KSEhIpb2PVYJql11Tu9YjqJJImjNt2HVKWloawcHBpKamEhQUVHyDaoqmaaSmphIcHCyeYF1DxDpUDcQ6VB2u17U4f/48f/zxB7t27SIjI4O2bdvSsmVLGjZsSGRkZIW8F7m5GVgseTf9aWlpbNiwmSNHjnHmzFkCAwPJzc3FYFAwGo20aNGMnj27YjKZkCSZgIAIV1tN08jISGfDhrUcOXKUnJwccnJysVgsWCxWrlxJxWbL252TZZlu3Trh4+PD2rUbsFgsrpp8TZrE06xZE8LDwzh79hy7d+/nwIGDAMTGxjJ48GBatmyJwWAgJyfN5XwdOnSEL774hvbtW3PrrcOKnb9+lDTYFZvlrLuXk5OB3e5ZC+9qkSQFX98gL/2lF7pzqWka6emZBAb6e/0dKMxmdnZamXfhikKWDfj4BJaqP03T2L//MAsX/snp06eJioriueeeRZJwvM8SimJElg3s2LGDadOmAfoudvv27Tly5Ajnzp2jS5cuREdHM3/+fKKja/PEEw+7+ti+fRezZv0IQKNG9fH392fv3v1IkkTnzh3o06cHfn5+ANjt8OyzL7vaRkVFuXbMo6KiyM3NZf/+/Y73VyI4OJjw8HACAwPZu3cvVquV+Ph47rvvvmp7n1jSe13ndTveHUqgb9mOn18L0rOttPrnLzX+Xr60CCdPOHmCSkSsQ9VArEPVoSavxblz5zhx4gQJCQmu3brs7Gz8/fNu4HNyckhLS6NWrVoVPh6bzUJubrrXY4WahsO58PNYB0mSMRp9MJs9a+3ZbLnk5mZ42LRarZw8eQZN0zAaDezbl8zSpSuRZf0mvHfv7mgabN++k+3bd3HixClHXxINGtQjPj6ejIwsbrnlFredTqtV78/pYGzcuJm5c3/h3nvvpG7dOGw2G8HBgYXMwRezuWDmR33XLjc3sxCnRXLUBPR2q1S4JkkyJpMfJpOfl/6yyc3N8tpfcetgMvljMvl6tLNYsrFYMgutM+iwXipNkhTMZn+vsZAWSxYWS5bX/pztDAYzJ0+eJDAwkODgYC9965w9e5bNmzejqipDhw512LdgMpkASE1NxWrNxsfH4OpP0zQmT36X1NQ0ZFmmb99eWCy5rFy5zmX3X/96nPDwCHx8Ajh+/BR79uwhJSWF3NxcIiIiSElJ4cSJE67rw8LCeOWVV1AUxfW9ZDKZ2LRpEz/88AN16tQhOjqa1NRU6taty4033ugaY1Wn1E7e1OHVz8l7/Ocafy9fWoSTJ5w8QSUi1qFqINah6lCT1+KNN97g6NGjAAQEBJCRkQFA06ZNmThx4jUbl74bozoyD8quWDbn30Fn9kinJpUg3sW5w+OMu8vfzqmlpaViNJrw9w/w0LKzs0hNTScoKIjAwOL/FjvbqaqNzz//kkOHDuPr68ulS5eoVasWt9wygqZNmyDLilvsnLON3a46tPyxdVZH/UObI8bP6Ero4sxAWlpN09RC+sOVTdNuz2snywppaWkEBPi5skPqWT+Nrti6gjad2UkBVFUfi7d2JdUUxeDaacs/P7tdzZcxU4/l09tZ8mlGFMXoGKMV1ZGJU1aMGBQTsmJy2LQ6soLa8mULNSJJkut3s/D56f1ZLFbOn7/EokV/kpKSgt1uJyhId/ADAwMZO3YMQUEhOGMO82zq8ZvJyYf54IMPuPvuO8nOziIxMYGIiEjH2smkpaUSEOCPpqns3LmLVavWomkaAQEB7Nmzl1q1avHQQ+Pw9/dzyxKr9+eMQ7W7vWeyrFyT77nSOnk73xtR7Zy8lo/Nr/H38qVFOHnCyRNUImIdqgZiHaoONXktdu7cyffff09gYCA+Pj7s27cPgMTERB577LFrPDp3qvM6ZGdn88knn5CcnMywYcPYv38/+/fvp3Xr1owfP95xzDOjUuPTykpxxzUrdyxlO/5ps+VAYUXMJbnQecmy2eUAVxY2m81rPGdx63D69Bm++OIbAG64oQeRkeEEBwcTEhKE2WwutD+zOcDr7m5FU2on74Nbq5+T9+jcGn8vX1qqUVSlQCAQCATVh5YtW9KyZUtAL5OwY8cOrFYrbdu2vcYjq1n4+vry6KOPcujQIZo0acLAgQP55ptvWL9+PSdOnKB+/fqFHGMUVAil2DrQ9xk00EC152CXJCRJRpIUJFkp0S7y1VDWhD3R0bV59NEH+OWXhfzyyx/k3y7x8TETFhZKQkJjunbtSEhI3lHVavN7KMnVK2NldRprJSKcPIFAIBAIKhhZlmnTpk2R12iaxrx581i7di1xcXHcdtttxMXFVc4AqzlGo9FVV/DChQvs3LmTpk2bUrduXYfug3680Op2o607FM6jo/YqoEmOI30y+b2lazEWZ1F4TVMLaEq+dp6a0eSH5jjimX83UJYNSI4ELs7jk+47fhqa5txBtIIKBmOAWxFzz3EqFaRRyDrktQsNDWX06FHYbDbS0tJJS8sgNTWN1NQ0zpw5y4oVa1ixYg2PP/4QMTGxjnqUhdV6rGIYDGCoPjt5GK7rQ4mFIpw8gUAgEAiqAKmpqSxduhSA5ORkJk+ezD/+8Q/XbqCgaFRV5euvv2bTpk2EhIRw3333uVLlGwwmDAY9HswZkyjLeU6Ok8rX7NjtdpemaRo2m0JAQDB6bJe9RO1Kr3nGhhWvqfkcH2+awaOd05lTFKNHO4slk4z0MxSFv38YiuLubFzdHEqmeV+HwtuFhER7aMePv8S5c+cJDY0mICC8yHlWOcROXo1AvCsCgUAgEFQBQkJCeO655+jYsaPrtY8//piTJ0+SmZnJli1byMqq+nFl14qDBw+yceNGBgwYwHPPPUdAgGc2UNAzeBaWUKbytcKT21Ss5q08Q3Gap6Pmrnm2k2UFg8HstZ3R6IuvbyhGo58rsYrexoDR5I+fX7gr+Uv5zaHytJtu0jOFXr582UOr8jiLoVeXH+HkeaVUO3mTJ09m3rx57Nu3D19fX7p168brr79OkyZNXNdomsYrr7zCp59+yuXLl+ncuTMffvghzZs3L9TujBkzuO+++zxez87OxsdH39rOyMjg/vvvZ+XKlfTq1YsvvvgCf389FfLYsWP56quvmDx5Ms8884yr/U8//cSIESMKSX0sEAgEAkHVwWazEBkZwqhRI+jZszNfffUdFy5cZOrUKWRkZAIQGBjIU089RWRk5DUebdXDWbA6Li4OPz8/rNacfNk0rWgargyIzptyZxbEytRUVa+R502z2axkZmZiNNrddsY82xlw+hVXq+lHE3VNP5rozFxqdRwfNTh02Wu7/I5YyTU9k6gkGzGajCgGH2w2K5KEI9Om7vTp5Tk82xVl01NzzqFkmjNTalZWFkaj5sqU6tT0DLLe2+XXmjdPwN/fn2+//YaxY+8mMjLcpekZTPN2l6scTuepulCdxlqJlOpdWblyJRMmTGDDhg0sWbIEm83GgAEDyMzMdF3zxhtv8M477/DBBx/w999/U7t2bfr37096enqRtoOCgjh9+rTbj9PBA5gyZQoBAQEsXrwYPz8/pkyZ4tbex8eH119/vXo+MREIBALBdU929hUslixU1UKtWhHcccctAC4Hr1evnvj4+DB79uxrOcwqS2RkJPHx8UyfPp3p07/k8ccn8c9/Ps3ChYu5cOEizpg8my0HqzUbqzXbETemVarmdKSuTssuN03TdM1qzcJqzcRq1X8Hdc2OqlocWmHtirJZmGbx0JzOpzetqHbFa/ZSaXqh+qvXbLYcbrttKJIk8c47H/DFFzNZt+4vcnIysViyyM6+UnU3IZzHNavTj8CDUr0rCxcuZOzYsTRv3pzWrVszffp0UlJS2Lx5M6Dv4k2ZMoXnn3+eW265hRYtWvDVV1+RlZXFrFmzirQtSRK1a9d2+8nPlStXSEhIoGXLliQmJpKamuqm9+vXj9q1azN58uTSTEkgEAgEgipJXFwMSUmdXbs56enpdO3alX379rlq7gnykGWZRx55hCFDhrBr127X66tWrePNN99j/vxfyc7OuYYjFFxvNGuWyGOPPcjQoQOx2+0sWPA7S5Ysv9bDKp5rffyyLD8CD64q8YrT0QoLCwPgyJEjnDlzhgEDBriuMZvN9OrVi3Xr1vHQQw8VaisjI4N69eqhqipt2rTh1VdfdUsz/eijj9K3b1+ef/55GjduzJ9//unWXlEUXnvtNe666y4ee+wxYmNjr2ZqAoFAIBBUKn5+odhsFtdRMk2zM2LEMPr27cOuXXtZvPhPtmzZ6ojxqtx6YtUFs9nMoEGD6NatG2vXrqZz5w7IssSGDRtZuPBP9u5N5sEHxxEdHQ3kHa0ErcBxPymf5jx6WJwmFbBZek3f0ZJRFJMr1kvTvLerCE1Hcx1xBRzxds6jo97n7nwQkddOukrNkG9nz1MDkKTiNKtjnKXX3NchL/GL3e69XUFNf8/099No9KNHj+4kJXVhwYI/WLVqPX5+AQwYMNBrLF+VQDGAUo2yayrVpDRFJVNmJ0/TNCZNmkT37t1p0aIFAGfO6FmSoqKi3K6Niori2LFjhdpKTExkxowZtGzZkrS0NKZOnUpSUhLbt28nPj4egPr165OcnMy5c+eIiory+sEYMWIEbdq04aWXXuKLL74o9Xyq7LZ5OeCcX02eY3VArEPVQKxD1UGsRR6ybMBk8vyz7OsbQlRULB07dmbFihU0bNgQHx+fcn3Pato6BAYGMmjQENe/Bw68kY4duzJt2jRmzPiG5557DpOp6sVD6VkdDfj6Vr+i9DUJfR1Sy30dRo26m4CAEBYuXMS2bTsZOXIkCQkJ5Wa/MEr9ua5uu2NlGOtHH33Em2++yenTp2nevDlTpkyhR48eXq+dN28eH3/8Mdu2bSM3N5fmzZvz8ssvM3DgQNc1JckvUtmU2cl79NFH2bFjB2vWrPHQPFPMakV+SLp06UKXLl1c/05KSqJdu3a8//77vPfee67XZVn2OMZZkNdff50+ffrw5JNPlnQqgL4rWVP+uHlD0zTX8R7xh+PaIdahaiDWoeog1qJ09OrVC8AjZOFquR7WQVEURo0axfTp0/nllwX06dMXucDNoTMlvl4nrny1kpZQyDuKW5ElFDw1u12vF+ddUx2aZwmFotsVZ9NZeqG8bF7NWDSv66DX0dM82ukPRUqv9ejRg4SEeBYvXsL06dNp0aIFgwcPrtDd+bS0tNI1qG5xbqUc65w5c3jiiSf46KOPSEpKYtq0aQwePJg9e/a4amvmZ9WqVfTv35/XXnuNkJAQpk+fztChQ/nrr7/cTh0GBQWxf/9+t7bXysGDMjp5EydOZMGCBaxatcrtWKTTATtz5ozrKATg2n0rKbIs07FjR5KTk0s9tp49ezJw4ECee+45xo4dW+J2wcHBBAUFlbq/6oLTgQ0OFk8HryViHaoGYh2qDmItqgY1fR1sNgsWSxa1agXRuXN7Fi5cQpMmDahfv67jBlxyFcXW77X1LIl5Rb81L5ri0Ly1K5sGMoqioih6YpA8zbNwuXdNd1bKosmy80G3WqAvFVn2LJSuO0N2j3ZF2dR/z/TaeZJkJ+9XTXEdl9Wd0IJjkXAWUa8MTc+MqiLLlnxj9GyXVyi9dFqdOmGMGXM7mzdv46effsfPz8ywYcM9agKWF6X+TMuK/lNdcIy1oDNrNpsxm80el7/zzjuMHz+e+++/H9CTOy5atIiPP/7Ya26PgskeX3vtNX7++Wd++eUXNyfPmV+kqlAqJ0/TNCZOnMj8+fNZsWIFDRo0cNMbNGhA7dq1WbJkiWvSFouFlStX8vrrr5eqn23btpW5AOzkyZNp27ZtqbbA9S/emveHLT/OOdb0eVZ1xDpUDcQ6VB3EWlQNavI62Gy5rhizHj26sHz5Knbu3EP9+nXRtPwOjGex68I1tUI0vc+CJ6C0ItpVjOaMVfTerrD3pTibuYXYtLvs6i+7t9M1KlnTx1JwDuXVn6IodOrUnosXL7Fq1Rq6d+9GrVoxVASl/kxX0528uLg4t5dfeuklXn75ZbfXLBYLmzdvdiu5BjBgwADWrVtXou7sdjvp6emunCROissvUtmUysmbMGECs2bN4ueffyYwMNAVgxccHIyvry+SJPHEE0/w2muvER8fT3x8PK+99hp+fn7cddddLjtjxowhJibG5S2/8sordOnShfj4eNLS0njvvffYtm0bH374YZkm1apVK+6++27ef//9MrUXCAQCgUBQc8h/hPLEiVPk5OSSmBh/DUd0vSKRt8NVkJobMlMUvXolsWXLDr7++jueeOKfVSOpUjWNyTt+/LjbqTxvu3gXLlxAVVWv+UOcfk1xvP3222RmZjJy5EjXayXJL1LZlMrJ+/jjjwHo3bu32+vTp093HY18+umnyc7O5pFHHnEVQ1+8eDGBgYGu61NSUty+cK9cucKDieIWjAAAPMVJREFUDz7ImTNnCA4Opm3btqxatYpOnTqVcVrw6quv8v3335e5vUAgEAgEgpqByeSPweBDdnYmf/yxlNDQEBITm2E0mnAWJLfbVUfmSP14Xf7i4e6agqIoRWjOIueFa6Dv2hXUQMZqVfDx8XfoKrKsOI5HerbzpumZWctLyyuMbrfbUBSD41ilAf2Ia14mWE+bhWl27Hary6YsG1EUI7JsLJNNWVYcx2nVctMkScZqlfHx8XeLR6yI/nx8ghg/fhxTp77PggULGDFiRGV9LApHNlav7JqO48RBQUElDr0qbf4QJ9999x0vv/wyP//8M7Vq1XK9XtL8IpVJqY9rFockSbz88sse26P5WbFihdu/3333Xd59993SDMWNGTNmeLxWr149cnJEPRyBQCAQCK539LITBpYvX8Xx4yeYOHEifn7BbtcUFQ9VERp4anrMnAGj0aeIG86ibRoLlcuqFZWFtKw2PXdYrt4m5abp62DEaPQt8sa/vPqLj2/CzTffzLx58/D19WXQoEGFN64MZKma7eSV/DhqREQEiqJ47NqVJH/InDlzGD9+PD/88AP9+vUrekhXkV+kvLiqOnkCgUAgEAgE1YVLly5Rr1494uPj0TTnLpWzTp7BsdMmO7JQqpWu2WxWrNYcbDZfDAajS9PrweXVpsvfLk+THDttSgHN6mhnLNBO301zttNruxWv2WwWVNXicJyNKIrJrV3+OnJFj9Pg2EG1Y7db8vVnLDAW7+0qUlNVK1ZrLqpqdYyl5DYlKX+tP+f8itd69uzGpUsX+eWXXwgODqZr166V+dFwR1L0n+pCKcZqMplo3749S5Yscds1XbJkCcOHDy+03Xfffce4ceP47rvvuPHGG4vt52rzi5QHwskTCAQCgUBwXZCVlYWvry+ZmRcdGRCrFpqmYbFkkZ1d9gQ4+qkr78Whda30sW/OY4aFtZVlU6HjlQq5AdcdW2shNqUibVY0+jpkkpVVuSVFBg7sRXZ2Bt988w12u52kpKRK69uNahqTV1ImTZrE6NGj6dChA127duXTTz8lJSWFhx9+GIBnn32WkydPMnPmTEB38MaMGcPUqVPp0qWLaxfQ19eX4GD9REB55xcpD4STJxAIBAKBoMZz4MABjh07RtOmTaukg1e1Kco5LKtDWhE2qzeyLHPzzTciSRLffvstmqbRvXv3yh9INc2uWVJGjRrFxYsX+c9//sPp06dp0aIFv//+O/Xq1QPg9OnTpKSkuK6fNm0aNpuNCRMmMGHCBNfr9957rytkrCLyi1wtklaTK4CXgLS0NIKDg0lNTa3xdfJSU1NrbA2k6oJYh6qBWIeqg1iLqkFNXofU1FTmzp3Lpk2baNCgAWPGjCEgwOg6/liV0DSN9PRMAgP9r3Inz7sDVVE7eYpiwr1kQB6F7+Rp2O2WQmxKRdqsaMpjHa4GWTbwyy+LWbVqFXXr1iUuLo4WLVrQsmVLt8SFJaWk97rO63b+/n8E+l+7It6lJT0zh5ZDXqjx9/KlRezkCQQCgUAgqLFMmTKFjIwMxowZQ6dOnVw3yc6YPLvd5ih+nT/GKk8D3OKoKlJTVSsWC/j5heaLBbt6m4Ajg2V+zVpAM5ZAc8brWXA6Yu7jtDpiDr31p8c/ShKuwufuNq2uOD/3sTjbOePZlArU8mIj9XUIc8QV5mlFtStPbdSoUTRq1Ii9e/dy8OBB1q5dS1xcHKNGjaJhw4YV+6GppsXQBe4IJ08gEAgEAkGN5PLly5w9e5b77ruPjh07uml5iUM80yBeK02WDRgMFpfjVLH9mRy7ZaXRZAwGMwaDZ3bM4m0WNpbibFbmOsgoipxvHQz51kHXimpXvppEx44dXb+3hw4d4ocffuCdd95h9OjRdO7c2aONk3PnzrF8+XIOHTqE1Wp1HUMsMTX8uOb1gnDyBAKBQCAQVHs0TWPDhg2cPHmS/v37ExQUxG+//YaPjw/NmjVzZX7UsyDm1YOTZfdaceWp5a+TVxJNkmTHbl62R508vc6a6tj1ysv8qChmFMWIZrejqjnYrNmoai6KYsZg9EVRfJAVg1u9Oz3zpRFJMjjm4KnJsuLYZcrFZstBVa0YFBOKwQdFMTv0vPdTUZR8NfS0UmgG1w6kt/clf21B5+uFazbsdvtVa+BchyzHOuRvlzcHT5veNEO+/uz55lc6LS4umokTH+KHH+bx1VdfYTQqnDt3gZycLEJDQ4iNrYMkSfz112bWrl2Hv7+f43inxLp160v3YZLl6rU7Vp2SxFQiwskTCAQCgUBQ7Zk7dy7Lli0D4MKFC6iqyu7du7n77rtRFI2srMtu16tF5F65VpqmaeTkZGI02l07SE7NZstGKxBHaLNm69dYs9G0gjGG6QAYTIEohoLxVbmFD8ahWa2ZaI7yC06c/zIYAzx27Mo+d+dYZI/4N1UFq9WzTUVrha1D2WxaylW75ZabOHXqNJ9//iWKohAUFMCVK2muWtY+Pmb69+9Njx5dMToK8rVu3YwPP/zIe0dekCQZqRrtjlWnsVYmwskTCAQCgUBQrbl06RIrVqygZ8+e7Nq1ix07dhAbG8sDDzxA27Ztyc5Ou9ZDvHqKyJOnFZFMRZJkvW1pE4ho3sswAEhIZbMpuGokSaJfv96sXLmGfv1607hxQ3Jzczlz5hy5uRbq14/DZHJ3wENCgkvZSTWLyatONf0qEeHkCQQCgUAgqLZomsaff/6JyWTi5ptv5o477nAcd8t7um8y+QIaqmpzZInUyb9jkZdBsrSaHS2fQ3R1muQqZp4/66QkyRiMfmh2vbh5/sygsmzAZA5Cs+sJUeyqJU9TTMiShKwYvcxBcfVpt6tumiwrmEyBjkQqFldBdd2mEUmWHTYLzkHJNz+1VJp+jFUqxKbk0LzZlAp5P69Go5B1KInNosbpqTnnXRqtadMEmjdv6tJ8fGTq1Yvz0g43eyVGMeo/1QWl6mXKrQoIJ08gEAgEAkG1QNPs2GwWrFYLe/bsZsOGvzl58hSpqWkMGjQAk0m/MS2YZl5RjPj6BjtsaI6YLs8jaQU1u93uiH9zxqypjkQhJhTFgKKYHLFyJbdZlKaqKjk5NgwGc4G4NGOB/uyoqs0Rs+Vu025XsasWFIPZMQcVmy0Xu92KzWZx2DRgMJgc/zW7bDr78xinXUW1W1EUk5c52F02JUlyxLJloNqs2GzZ2DUVRTZiMPhgUEyYzAHIssGjnadNuyvTpD4HC3a7DZvNgqY54+D0dTAY9HEVbFeUzaI0VbWRna2vg6paXf3lvWel708fu7XAHAwYDMYy2yxuDrqDbqOwMhaFIhKv1AiEkycQCAQCgaBakJ5+mb/+2sCaNRs4f/4isbF1aNOmJU2aNKZRowbk5KTh5xdapA09u6L325+CmsWSgdWa43aNpqlYrdlYrXp9OD+/kFLZLErLzU0nNzcTkwnXTbwziYfVCgaDGV/fYJej6Q09UYuv6985OanYbO4xeHa7FYtF350zGn3x9Q1xZXr0Ok5ZwVDI8b2C7dLTTmK1Zrr3p1pcr/nYQgkMrFN0fwW07OxUj7qG+d8Xo9EXH5/AUtksrj+LJROr1X0dLBZ9DCaTH2ZzQKlsZmWluu2W6jbz1sFk8sds9i/HOVxx7eIV7LdYRAmFGoFw8gQCgUAgEFRZbLZcLl26wOrVa1i/fiPZ2Tk0b57IbbcNp169OLcdDVW1kpl5iRMnskhM/IING+6hZcuwfLXbDK7jeCC5sjy6a3k39c5acYWhqhaysi57aVeUTRstWnzNhAltmDixg5tms1m8d5TvvXD2p+O9Fp4TXcuzqWkamt3mOGqoH/976ME/SUu3MWfOjWiqBc2uYrVm6UldJDAa/VAMfmC3AnasuRlYLRkgSRhNgRhM/mi2XLDbsORcwZJ9GZCQDGZkgxmDbyiK0R8cR1VtNgvp6Wfy1cpT8u2S5tX6y7+mxRWut1qzXZlB3ds5bRpdWU1LphXdn8WSharaCrGZV+8uv1aco2WxZKKqVq9jkSTZq82itDId03QgSVK1SmZyLQrWVweEkycQCAQCgaDcOXcukxdfXMYffxzk7NlMQkN9aN26Ni+/3IuuXeOKNwDk5OQwd+4cNmz4G4PBQMeO7UhK6kxYWN5u3cMPLyM1NZfvvhsM6I5NVJSB5OR7CQ/3cXPU9P/37rgVpRVFWW3qRxBzvGrF9adpFsDOqlWneO+97WzadI6cHBt16wbSv38cEya0ok4df8/Gmj1fNkvXi2ianeysi6iWjIISltx0tOwraGoOepyXlqflXCY38zz23DR3DdCsWWiSjNEnBE3T3G7EbbYcJMmCorhn/dQ0XIXRy/K+eGun27R4zfBZlFZ8f4XZ1CrApr1MWpkRO3k1AuHkCQQCgUAgKHduvfV7rFaVr766mYYNQzl7NpOlSw9z6VJ2idpbLBbeeecdzp49w4ABfejcuQO+vgVLAXhHUWSiovyuZvhVni+/3MOTT67lrrvi+frr/tStG8iJExl8990BPvhgB6+91vVaD9GFt52WIpKFCq41klK9MlZWp7FWIsLJEwgEAoFAUK5cuZLDmjUprFhxL7161QegXr0QOnWKcbvunXfWM336Ng4fvkxYmC9Dhybw+ut9MRo15sz5nuXLL/PXX7Xp3z+Bnj1/4sSJdLp2jeaTTwYQGxvCq6+uY9as/QAEBX0MwB9/3EqDBqEkJn7OX3+NpkWLMKxWCxMnLmfVqlOcPZtFXFwgDz3Uhn/8o5XjaJ6G3a7w7LNr+PbbPSiKxL33NufMmQzS0ix8//0wZFkhN1fl2WdX8cMP+0hPt9C2bSRvvNGLjh1jcGYzdMaKgYYsG7lwIZd//GMxy5alEBXlx4svdgL0Y4lGoy+SJHHlSi7PPruCX345RE6OjXbtonjzzRto3boWmpbfpt7u1Kks/vWv9TzySBtef727awerUaMIevduTGpqDiaTD6++upZffjnE2rW3u4qfT/v0AB9+uI2dO0bpsXqShCwpTJl6hE8/3UlursotI+ryf680xWRSMJr8Wb7iIm++tZe9ey8jK9C+bTCvvtyE+ITaGI3+aKol77hmzhUkZIy+IRh9QjAqJmSjLzZbruPoqORI9uI8rinnOyIpuY5rOv3CojX396VgO1W15Ts+WbQGekUIVbVis1kdcY9mD83ZTn8/lavS9N8X5/xkt+O9elIez3ZOLe+4Zn4tbzc0v2YylW6bT1KMSNUou2Z1GmtlIpw8gUAgEAgE5UpAgImAABM//bSPLl1iMZu9327IssTUqQOpU8fM4cOXeOKJpdx551GaNz9GZmYW7dt3ZeXKw7zzzkY+/bQfkqTxwANLefbZVcyYMZgnnuhAcnIqaWkWpk8fDkBYmC8nT+p18VRVdcSlqdSp48+MGf2JjPTnr7/OMHHiMiIjjYwY0QiAt976i9mz9/LJJ/1o0iSUDz/cym+/HaFHjzquGKdnn13FTz8dZNq0PsTFBTBlyjaGDfuJHTvGEB6uJzux222uwtSqauWBB/7gxIkMfv99BAaDxv/7f2s4fz5bz4LpiCO79dafCQvz5fff70aWLcyadYAhQ35k5877CA42OGL88mzOnbsXi0XliSfaoaoqeQ6mHmcWGGhw2HfGZUkuzWlHkhUMRl9k2cDKVcfx8TXy2683cexYGo9MWEVYuC8vPN8GJJmMLCsPjY8lsVF90q5c4c33T3Pf+E0snt8MH/9QTH7hBNVq5jXjY3bWZayWLFTV4ooTs9pVFIMJWTYhSYrLKXbGGGr5tvkKaoDDcfHz2l9ubpbLOdKPoubZlCQNTZNcNt01XA618wirvu6am1PpbKeqViTJXqzmzKCaX5NlDYPBhMnkudtst9td8XkF2xVl012zOd4PXcvNLeWxYJFds0YgnDyBQCAQCATlisEgM2PGcB544Bc++WQz7dpF06tXPe64owWtWkW5rnviiS7Y7XYyMy+Qk5NFixYX+OMPhREjGtOnTw8WLTqP1XqQd9/tQcOGegmEBx9sweuvb0JVrZjNYDbLmM0KtWsHuOw6b3Ltdt05MxoVnn++k0uvW7cR69efZN68gy4nb9q0nUya1JYbb6wLwFtvdWfx4mOOFhrp6dl8/vlOPv74Bvr31695//1eLF9+gq++2snjj7f1eB+Sky+zePExli69hQ4dIgD48MPedOgwG71un5Vly46wc+c5zp17CpNJITU1lbfeGsDPP+/jhx92c999zQpY1UhOvkxQkIlatUy4xcFpGprmPWmIc2cov3PgxGiUef+9JMxmlcaNfXjmX6146eUtPPdsa2TZzuD+QeRcPAvkElPLyJuv1KFtr/3sP5BGk3gLORln8TGGYA6t49anJesKOTlXvIxFRbVZkIwGjwQhBevPFdT0+DMLBoPZLTOppmlYrblYrVle2xVlsygtf43A8rKZfw75E6boc8jGavU80lzW/nbt2sMPP/zkVSsUEZNXIxBOnkAgEAgEgnLn1lubceONCaxefYz160+wcOFB3nhjLZ9/PoyxY9sAsHz5EV57bTU7dpzm8uUsNM2IzQY33ngj/v5G4Dx+fgaXgwdQu7Yf58/n3QTrx+ssZGZeBPQb5ezsVI/xfPHFbmbO3EtKSjo5OTYsFjstW+qOV2pqLufOZdO+fS3X9Yoi06ZNJHa77gwdOZKG1WqnS5do1zVGo0L79rXYv/+K1/fgwIHLGAwy7dpFul5LSAglJCSv/MG2befJyLAQHv66Y/z6Eb/sbJUjRzznoZO3u1QetGgRjp+/EdWmH+vr2DGSzEwbJ09mEhcXwJFjWbz2nxNs2ZHF5Ssqzg3CEydzaRLvg2a3c/SJLihGX8ztklASW6Las8Hkh3/zofqI7XaQpHy7b1cXlJeVdcmRAVJy1dK7WpuVTWbmxQqfwy+//EFgYEDxF+ZDkuTS19a7hlSnTKCViXDyBAKBQCAQVAg+Pgb6929E//6N+Pe/e3H//Qt46aUVjB3bhmPHrjBkyCwefLAdDRocxddXoUmTPkyYsBS7XcFo9MNo9MVoVPDxCXLURMtxxCQV7Ml5fM078+Yd5Nln1/L6673p0iWOoCAzb7+9gY0bTzkKautei9nsj69vcL5jfPl6cPzD3bmSHLFbRrd2eSUUdGdOr6XnrLXmvktjt+uO62+/DUfTNDIzs/D3148i5ncGnf2ZTL4kJtYmNXUPly/LREX5uJVs0GPPZMcOpsltDpIkYbVqLltOh0KWFfz8whzjsWEy6/aMRj98fEO4977fiY0J5qMPuxAZqpK+fwP9H8wgZ8cmcs8dwH7yCGSmoZKGzU/CnnNRf6Os2WTsmIfiH47sG4biF4ZiDsA3rD4GxYTkiHfLKwMhecxBVW1ed+f0NXHWgSts5XUHwGj0QZaNruOMeixf/v6cmt6fxeK9P3ebvq44P2c7Z+ygM0ZOlqV8c/CecKjkc/B17PrJgOrRnzctN9fC5cupjBgxvMj5eFLNjmtSncZaeQgnTyAQCAQCQaXQrFkkP/64i++++46TJ4OwWlUCA9dhs13iqaee4auvjgC6U+Tj44PiSKhgNBaeVdNkklHVonc/1q07TefO0Tz2WHfXa0eOpCFJMn5+Ifj5QVSUP1u2nOeGG+IBUFU7O3ZcpGVL3flp2DAYk0lm/frTxMUFAqBpClu2nOOJJ7pgMJg9+m3VKg6bzc62bRddSWf277/IlSt5tetat47g7NksDAaJunWDSE83EBjo7zUjpdFoxmwOYNSoVjz//ErefXcT7747yOO6K1dyCAnxITo6hHPnst1KGOzceRGncwp6wpKdOy9gsxnw9dXf7+3b0wkIMJHYtDGXL2ezb98lPv10GD161APgp++/BqKx7vybdclWzmfVItIvkA5hKWhZWXmesCSj5aRjy80ATV/boIY98IttV+R6uc/Zs95faTAafTGb/Qu8VnR/xZVwMJl8MZlKb7O4+nuF9+fnFr9nsVjIyMjEYDBgNBoxGHxQlLydN6NRd2bXrv0TgDp1YkvVnyQrSNXoCGR1GmtlIpw8gUAgEAgE5crFi1ncfvsPjBvXllatoggMNLFp0yneeGMtCQl2Vq9ezYULBlQ1nKNHa3HffUNZuvQcn3yyyWVDj4fSd+dsNguybMBk8sds1o+eGQxm7HaV+vVDWbbsJCkpdiIifAkMVDAY9EQTimLEbA4gMTGa2bOTWbgwmbp1A/jmm538/fcp/n97dx4V1ZH+Dfx7e6O7oQEXthbZBZUoQ1xA0aBxAZe4xESd5KDGfYz+jE5MzLgk6qgxTibOGDUhcTQxiTrzatS4RDEBFcSMCxBHERFRkFUQmr3Xev9ouNLQrAEE8nzO6aPcqlt3Karpp+tWlbu7LX+8pUsHYevWaLi5WaF3bzvs3n0DhYVqiEQSWFgoIBJpMH9+P6xbdwX29l3g5tYVH398GWVlWsye7QutthwcJ6ycIdEYQHl7d0VIiAfmzz+OPXvGwcJCghUrfoJMJoJIJIVIZIFRo9wQEOCE11+PwJYtI6FUSpCcXIQzZ+5h4kQ3DByorOxtNPbWMGaAk5MMf/vbi1i+PAIqlRqzZ/vBzc0W6ekqfPVVPKysRNi+fQyCg13w+HEZdu1KwpQpXvjxx3s4fz4NCoXxmoRCMYRCMTQaPebOPYbVqwOQnl6K99+PwtKlgyAQcOCgho2NGGvf+x5v/Z8fxFI7bPnleQBZ2JA4Gfmqp2PBejqKsD00AFOG+kJTmIaKvBToygsgtrKDtLsXLGx7QmTZrXJSGOP4QIFAVNnzZbxnBoOhshdVz99Pmcymcl1Bjcl+IpFx8fenM0qaplX1qFUvs2rhcHPHq0qTyWxRUWGARCIDY7pqZUr4GTCN+xnHfD6dvfPpBDiGykXnq9Lk8i78LKl6vWlaVb0ypufTGONQUKBCebka5eU5yMvLQ1paGtLT05GVlWUyplIkEsHNzQ1eXl5wcHCASCTCnTt3EBMTg1GjRsHZualBnhicoOPMWNmRzrUttXqQt3XrVhw9ehR37tyBTCbD0KFDsW3bNvj4+PB5GGPYsGEDwsPDUVBQgICAAOzatQu+vr58nqSkJMydOxcPHz7EwoULsX79ej7Nzc0NDx8+RGxsLAIDA/ntb731FuLj4xEVFdXal0kIIYSQSlZWEgQE9MAnn1xBSsoTaLUG9OxpjQULnscrrzjg8893YcqUgfDyssK+fSk4ejQCQ4c6Yf36QVi06GcUF+dBKJRAoykFwFBeXsiXrVYbF+zW6YyLes+a5Y0LF9IQGPgvlJRocerUJLi4GHvajDMLliAszB3Xr6dj5sz/B44Dpk3rhfnz+yIiIg3FxbkAOLz5pg/S0/Mwd+4pCAQc3nijL0aNcoZAYIBaXQwA+OCDwdDrDXjjjZMoKdHC398OR49OgFSqRkVF9UXGn447+/TT4Vi6NAqjRn0Le3sZ1q4NQFpaIXS6Cv4a/vOfcdi48b9YsOAk8vLK4eAgx9ChTuje3Qc6nboyn+lYtjlzvODqKsU//xmPKVMO8Yuhh4a6YsmSvigvL0TPnhz+/vcX8PHHV7F58yVMmuSBZcv8sH9/YuU1GSf6CA52gqurFC+++B00GgNeftkTPbrcxLBeq5H/OB/WOidciQ3AtJgnkAhUkEtTAQxAviodwBkAuQDskZ49HDMXarHz9mm8FPB0YXUNgFKch8x7NCzcA81OlGFcAqC+x+5MF1s3GHTVFpNvfFqVxMS7+OWXa9DrDZgz548mPWGMMVRUlEEs1lcL3Bous2aawWCASlWEiooKdO/eHdbW3SofQQaePHmCe/eSYGdnBycnJ1RUVCA1NRWpqal48OABHj58CK32aY+iSCRCjx494OHhgREjRqB79+7Q6XTQarUoKChASkoKoqOjUVJSwud//fXXERQUhKKionruqxk08UqnwDFW31PAv11oaChmzpyJQYMGQafTYc2aNbh58yZu374NS0tjV/e2bduwefNm7N+/H97e3vjrX/+KixcvIikpCQqF8Y169OjReOWVVzBo0CAsXrwYO3bsQFBQEABjkJeTk4PBgwfjwoUL/LEbE+QVFRXBxsYGKpUK1tbWrXcjnjHGGFQqFWxsbMw+AkLaBtVD+0D10H5QXbQPbVUPubm52L17N0pLS7Fw4Ww4Oto3vNMzYjAwDBx4EFOnevFr27U2xhiKi0vrfFyz5Y9X9zjGJTOW4nrsDTP7cLhbNBkMOQCMs4Q+xWGgz3LkFFgh6pMcCGvEbFZD5kFka75XqeEgr+U8fpyHf/zjM8jlcqhURVi79m2TyUmaWg+MMaSlPcKTJwVQqYqQk/MYubnGl0bzNFCztbWBg4MjOI5DUlISzH0E79KlC9zd3eHu7g5nZ2coFArI5XIoFAqTQLSu89DpdNDpdBAIBLCwMD5C3NjPulX57t46D4XCss587U1xcSm8fUd3+s/yTdXqPXk//vijyc/79u2Dvb09rl+/jhdeeAGMMezYsQNr1qzByy+/DAD46quv4ODggO+++w6LFi0CABQWFsLf3x/9+/eHUqmESmU649SiRYuwZ88enD59GuPHj2/tyyKEEEJIEyQnJyM8PBxWVlZYseL/oFDUHsP2LKWlFePnn9MRFKSERqNHePj/8PBhMaZP7/WsT+2Z6OvXB3H/jYdBb3wcUygUQq/Xo0zvAAZbcDgCVhngiUQi6HTGdeL6eSTh2pkA/PeOBEP6aowTeFROLqIrzIDIpkfN2Wsqte7MmCUlJTh9+jweP85DWtojdO1qi1demYzw8K+QlZUNhcKrWeX+73+JOHfuZ+TkPAYAWFhYwN6+Oxwd7dG/vy8cHOwgk8mQl5ePJ0+KkZeXj4qKCrz22mvo378/CgoKkJmZCQsLC7i7u8PW1rbZ18hxHMRiMcT1DRBsVEECoAPNrtmxJolpO20+Jq8qOOva1TiQOTU1FdnZ2Rg7diyfx8LCAsHBwbh8+TIf5G3cuBFjxoxBeXk5Jk6ciJCQEJNy3dzcsHjxYrz33nsIDQ2FQEAVTgghhLQHxcXF2LVrF9zc3LBw4ULI5XJ+QWfjOCU9BAIBP0YJQJunWVqKcPBgJNaujQVjgK+vHSIiwjBggGsbnYtxXJpeL4FcbgXG9JVpQn7cVu39zKVpYTAYzKTpKl/m04wLf+v5c3xv6ya8vWEdUpJSkHQrERkPH8HV0w3JD2VYuSoWj/NuIT09BQkJCXjw4AG8vb0rv4h3w76uf4PW5RV0C5BAV5oPscIBYltniBUOACeoXKzcdEze0/tS/3k2N+3o0VNITExCjx7GnsTp02eiZ8+eAICionJIJJYQCISVa+9V1YNlZT0Y+LSqpQX0ei1++OEHRET8hD59emP69Blwc3OHVCqtMe7u6X7megUVCgVcXFya3bZaA0280jm0aZDHGMPKlSsxbNgwPPfccwCA7OxsAICDg4NJXgcHBzx8+JD/efz48Xj8+DGKiopgZ2cHc9auXYt9+/bh22+/RVhYWJPPrZWfXH2mqq6vM19jR0D10D5QPbQfVBftQ2vWA2MMR48eBQDMmzcPMpmMP47xw7j5D2htnebq2gUxMfOe6blUvy8cZ/4jWn1lMgZkZ+ehrKwMGo0GOp0OVlZWsLW1hY2NTZ2zlFYPPqsTSyTo3a8Pevfrw2+LinoAgSAWd+8WIjDQD35+fib7xMamQyAAnD1dYenmVsfxxBDUMVlGXefyW9Pu338AhcIa1tbW2Lx5MwDgyJEjsLS0xODBgSazVz6tBxE4rvZ56vV6fP/9cURGRmLy5MkYM2aMSQBX17k8q/e5ph7XuE5ex+ks6Ujn2pbaNMhbunQpfv31V0RHR9dKq/ntRvXpfqtYWFjUGeABgJ2dHd5++22sX78eM2bMaNK5qVSqTv0hgzHGD8alcS/PDtVD+0D10H5QXbQPLVUPVb1zVbMEAsDNm7eQmJiIadNehkajRn5+GZ9WFbAY10R72rP3+0kTVa779zStpKQUWq26cv22+j9sGwwGPH78GA8fPsTDhw+Rnp4OjabupQZkMhmsra2hUCjg5OQEZ2dnODk5QSKpuR5f3fr3t8HQofYID4+Bj08IBAIOBk05tAUZ0OSnY/dH9zFkoCW8ZDfxOKUQQhsnMI6DXq+BXq8BBw4CfrZQET+LatVMqk9nv+RaLE0oFMHXty9u3IhDcnIyDhw4gNzcXOh0OkycOBFarRaFhQX8PsZ6KINOp4ZAIEJxcQkePXoEtVqN0tJS3Lt3D48fP8a0adMwYMCApk9s0saaen6cUAxO2HFmrOxI59qW2izIW7ZsGU6cOIGLFy+aTOXq6OgIwNij5+TkxG/Pzc2t1bvXGCtXrsSuXbuwe/fuJu1nY2PTqQdrVgWwNLnBs0X10D5QPbQfVBftQ0vUgzFQzINQWPWFqQgXL8bizJlzCAwcBD8/HwB6Pu0pQ+ULv8M004lPGBNCqxVCINDi3r1k5OQ8hk5nGngbJwUpRl5eHrKzs1FaWgqxWAwPDw8EBgaiV69esLa2hkQigUgkQnFxMQoLC1FYWIiCggKoVCrk5eXh559/Rnl5OQQCAZydneHh4QF3d3d4eHjwQ2oyMzNx7do1PHjwgC9DLBbD3b0LDhzIxcOHRVj5p15wTNyOO5kyfHnRGdF3u+CvM1KQ/3MEbLrZwWrKGnACIYQCVJuIRQcOAgiFVpXXxtVzX357WlRUDC5cuMj/nlcPek6ePImgoCEoKyuAcV4TDoyJoNUKIZEAOTmZ2L37X9BoNBCJRJBKpfDw8MDcuXPh5dW8cXxtralt2vhoacd5BLIjnWtbavUgjzGGZcuW4fvvv0dUVBTc3d1N0t3d3eHo6IiIiAj4+/sDMC7yeOHCBWzbtq3Jx7OyssK6deuwYcMGvPTSS43ej+O4Tv8Bo+oaO/t1tndUD+0D1UP7QXXRPvz2emCV82kY98/IyMLp0+cQFBSAiRNDOn396vV6lJaWVb5Kq/3f+LNOp4OFhQWkUgtIpdJq/7eAhYUFhEIhsrKycf9+Gv73v1vQaLSwsJDA2tq6Vm+epaUlunfvjj59+sDLywvu7u51TrahUCigVCprbTcYDMjOzsb9+/dx//593Lp1i5+N3NbWFl27dkVqairkcjm8vLzg6+sLGxsb6HQ6ZGZmorg4BT/99AgvTc8CEFB5LB1Gj1YhzUaB8EcKWOYALzj9ioED+0EiMT0/jhO2+vwJhYUqfPnlATx+nMdvGz58OC5dusT/XFpaCsYMtX4/q9rC9esJsLCQYPPmv8LS0godEQV5v0+tHuS9+eab+O6773D8+HEoFAp+DJ6NjQ1kMhk4jsNbb72FLVu2oFevXujVqxe2bNkCuVyO1157rVnHXLRoEXbs2IGDBw8iICCgJS+HEEIIIWZxEItl0Os1MBj0iIm5AgAYMOAP/GN0gHGR85r7VfXm1J7SvzXT6juX2mkFBSrExFxBTk4u5HI5lEpHdO3aBU+eFODy5f+isFCFmgQCASwtLWFpKYdYLEJFhRpqtRoVFRUmU+tX5+HhjpEjh6Nfv+fg6OgEmcy6VQJkgUAApVIJpVKJYcOGATBOkFMV9KlUKgwaNAhBQUEQiWp/XJw7lyE7Owenf4jHg//GoJsoF/0dMmAhZBBwDOUGEZINSpw9dxGXoq9i4oQX4ev7dKZSTmBcT47jhGbqQcBPwFkzrXrAW1/ao0cZ2LkzHIwxeHl5oEsXW1y9egPFxcXw8vLCvXv3+LxCoRgikUXl5DNPyywqKsb16/Hw9/8D5PKOs6TAb8ZxHWucWyf/Aqm5Wj3I27NnDwBgxIgRJtv37duHOXPmAADeeecdlJeXY8mSJfxi6OfOnePXyGsqsViMTZs2NTtIJIQQQkjTGKdvl+PatQTcv38fN278ijFjRsPb+zmTiUKqxp8BjB+vZpr2dMxa3WmiWo8w1kwzGAzQ6/UQiURN2s9c2q1bifjqq68gEAjg5eWFoqJi3L59ARqNBgKBAIMHD0avXr1gaWkJKysryOXSyn+tTHqrqpcJCKBWq1FeXo7y8nJotVp0794VGo0WXbp0bfVeLnMUCgX8/GpPpmIOx3FwcnLEvIWhwMJQAIBBWwFtXiogEEPSzQUviiTIy8vDkSNHcOjwSTz/vD9efXUarK1tm1C3BpNxd41NS0g4zz+eee/efcjlcri4uCAjIwN5eXl48cUXcePGDahUKmRmZuHYsWMICgrCH/7gh7KyUqSmJiM6OhoikRiTJ0/t9D3R1XFcB5tdsxk9ebt378b27duRlZUFX19f7NixA8OHD68z/4ULF7By5UrcunULSqUS77zzDhYvXmyS58iRI1i3bh1SUlLg6emJzZs3Y+rUqU0+t5bS6ouht3e0GDppS1QP7QPVQ/tBddE+tFQ9JCQk4PPPP0e3bt0wdOhQhISEtEqwUlJSguvXryMlJQV6vR5WVlZwd3fH7du3kZCQAGdnZ6hUKhQUFMDe3h79+vXDkCFDTMb+N8aTJ09w7tw5XLx4Ef3798esWbMglxtnYTQYDKioqIBAIIBUan7WyqbqrO2BMYZr167h8OHDAIBRo0ZhxIgRkMlk0Ov1lRPM1H29er2+wYXAax5v586duHPnDr9t/PjxiIiIQLdu3TBjxgx4eXnhww8/REZGBrp164b8/HwAgLW1NYqLi6FQKNCtWzdMnTq1w4y9q0tTF0NPS0uEtXXzOlqehaKiYri49Gn0Z/nDhw8jLCwMu3fvRlBQED7//HN8+eWXuH37ttnlLFJTU/Hcc89hwYIFWLRoEWJiYrBkyRIcPHgQ06ZNAwDExsZi+PDh2LRpE6ZOnYrvv/8e69evR3R09DN7qpCCPArySBuiemgfqB7aD6qL9qG59cCYATqdBnq9Dnq9Brt2haOiQo1Vq1ZU9qwYgyHj2m16cJwAQqGY/+bduAaZrtFpAoEIarUW69ath0ajgZubG6RSKYqKipCZmQkACA4Oxp07d9ClSxf4+/sjPT0dcXFxKC0thZubG/r27Qs7OzswxqDRaKBWq/l/q/6v0WiQk5ODzMxMyOVyjBs3DiNHjmz13rXO3h5UKhXOnj2L6OhoSCQSyOVy5Ofnw97eHhMmTICXl5fJtZeXl+PYsWOIjo5Gnz590KdPH7i6ukKhUKCiooLvBa36f2lpKR49eoT79++jtLSUP65CocDMmTPxxRdfwMrKCtbW1vzsmoDxCbBhw4aBMQZLS0vY2tqiR48ecHV17RT10NQgLz09qcMFeT17+jT6s3xAQACef/55/mlDAOjTpw+mTJmCrVu31sr/7rvv4sSJE0hMTOS3LV68GAkJCYiNjQUAzJgxA0VFRThz5gyfJzQ0FF26dMHBgwd/y+U1W5svht5etffpb38rxhiKiopocoNnjOqhfaB6aD+oLtqH5taDWl0CjaYcAJCYeAd3797DrFkz8eTJ41Y7z/37v+OXe/Dw8MDYsWMBGAOI/Px8eHh4YNy4cfw+fn5+CAkJwe3bt3H16lWcP3+e318gEEAikUAikcDCwgJisRgWFhaQSCRwcHDAkCFD0K9fP0ilUn6f1tTZ2wPHcQgNDUVgYCBiYmJgMBjQtWtX3Lx5E5999hkA8LOCVvWUchyHwMBA5OTk4D//+Q8fmNUkFoshk8ng6OiIQYMGwc3NDT169DAZ+jNq1ChkZ2dDJpPB398fCoUCWq0Wfn5+JstIVAXbVXXR0TX1M25JSVmHmsykpKQMQO3rtLAwTmpUnUajwfXr17F69WqT7WPHjsXly5fNlh8bG8u/z1QJCQnB3r17odVqIRaLERsbixUrVtTKs2PHjuZcUov43Qd5VZXfs2fPZ3wmhBBCSMe3d+/eTnks8ux8+eWXz/oUOjxHR8cG10OUSCRwdHREnz7+bXRWLcfKyqrWZ/n3338fH3zwgcm2vLw86PX6Wsu0OTg48JND1pSdnW02v06nQ15eHpycnOrMU1eZbYGCPAsLVFRUQK1WP+tTIYQQQgghpMVJJJIGx45KpVKkpqZCo9G00Vm1HMZYrV7Xmr141dXMa27/hvLX3N7UMlvb7z7IA8x35xJCCCGEEPJ7IpVKW2wiofaoe/fuEAqFtXrYcnNza/XEVXF0dDSbXyQSoVu3bvXmqavMttCBFsEghBBCCCGEkOaRSCQYMGAAIiIiTLZHRERg6NChZvcZMmRIrfznzp3DwIEDIRaL681TV5ltgXryCCGEEEIIIb8LK1euRFhYGAYOHIghQ4YgPDwcaWlp/Lp37733HjIyMvD1118DMM6k+emnn2LlypVYsGABYmNjsXfvXpNZM5cvX44XXngB27Ztw+TJk3H8+HGcP38e0dHRz+QaAQryCCGEEEIIIb8TM2bMQH5+PjZu3IisrCw899xzOH36NFxdXQEAWVlZSEtL4/O7u7vj9OnTWLFiBXbt2gWlUol//vOf/Bp5ADB06FAcOnQIa9euxbp16+Dp6YnDhw8/szXyAFonjxBCCCGEEEI6FRqTRwghhBBCCCGdCAV5hBBCCCGEENKJUJDXzul0Oqxduxbu7u6QyWTw8PDAxo0bYTAYzOZftGgROI7Djh07TLYnJSUhKCgIzs7O2LhxI7995syZGDdunEneM2fOgOM4rFu3zmT7pk2boFQqW+bC2qmG7rdWq8W7776Lfv36wdLSEkqlErNmzUJmZma95e7fvx8cx9V6VVRU8HlKSkowc+ZMODk5YebMmSgtLQUAfPbZZ1AoFNDpdCZ5xWIxhg8fbnKcS5cugeM43L17t6VuSbvTmDZx9OhRhISEoHv37uA4DvHx8bXKoTbROG5ubmZ/d998800AQE5ODubMmQOlUgm5XI7Q0FAkJyfXWya1h5bVUB2VlJRg6dKlcHZ2hkwmQ58+fbBnzx6TMqg9NE5D9xoAEhMTMWnSJNjY2EChUCAwMNBkfE9N1B5aVkN1NGfOnFppgYGBJmVQeyCdAQV57dy2bdvw2Wef4dNPP0ViYiI++ugjbN++HTt37qyV99ixY/jll1/Mvqm8+eabCAsLw/Hjx/HDDz8gJiYGADBy5EhER0eb/IGIiopCz549ERkZaVJGVFQURo4c2cJX2L40dL/Lyspw48YNrFu3Djdu3MDRo0dx9+5dTJo0qcGyra2tkZWVZfKqvhbNjh07YGVlhXPnzkEul/OB+siRI1FSUoJr167xeS9dugRHR0dcvXoVZWVl/PaoqCgolUp4e3u30B1pfxrTJkpLSxEUFIQPP/ywznKoTTTO1atXTX5nq6aIfvXVV8EYw5QpU3D//n0cP34ccXFxcHV1xejRo/kPoXWh9tBy6qsjAFixYgV+/PFHfPPNN0hMTMSKFSuwbNkyHD9+nC+D2kPjNHSvU1JSMGzYMPTu3RtRUVFISEjAunXrGlx3jNpDy2mojgAgNDTUJM/p06dNyqD2QDoDCvLaudjYWEyePBkTJkyAm5sbXnnlFYwdO9bkDR0AMjIysHTpUnz77bf8mh3VFRYWwt/fH/3794dSqYRKpQJg/g9EVFQUVq9ebfIHQqPRIDY2ttO/YTV0v21sbBAREYHp06fDx8cHgYGB2LlzJ65fv17vN7UAwHEcHB0dTV7VFRYWwtvbG/369UPv3r35OvLx8YFSqURUVBSfNyoqCpMnT4anpycuX75ssv33XkcAEBYWhvXr12P06NF1lkNtonHs7OxMfmdPnjwJT09PBAcHIzk5GVeuXMGePXswaNAg+Pj4YPfu3SgpKTGZWtocag8tp746AoxtZvbs2RgxYgTc3NywcOFC+Pn5mfyOU3tonIbu9Zo1azB+/Hh89NFH8Pf3h4eHByZMmAB7e/t6y6X20HIaqiMAsLCwMMnTtWtXkzKoPZDOgIK8dm7YsGH46aef+McrEhISEB0djfHjx/N5DAYDwsLCsGrVKvj6+potZ+PGjRgzZgzkcjkEAgFCQkIAAN7e3lAqlfw3UMXFxbhx4wZeffVVeHp68t9eXblyBeXl5Z3+Dasx97smlUoFjuNga2tbb9klJSVwdXWFs7MzJk6ciLi4OJP0pUuX4vPPP4dYLMa+ffuwfPlyPm3EiBEm3xJGRkZixIgRCA4O5rf/Xv6oNKeOzKE20XQajQbffPMN5s6dC47joFarAcCkx0EoFEIikTS4NhC1h9ZRs44AY5s5ceIEMjIywBhDZGQk7t69y//OA9QemqPmvTYYDDh16hS8vb0REhICe3t7BAQE4NixYw2WRe2hdZhrD4AxMLO3t4e3tzcWLFiA3Nxck/2oPZBOgZF2zWAwsNWrVzOO45hIJGIcx7EtW7aY5NmyZQsbM2YMMxgMjDHGXF1d2SeffFKrrIqKCpabm1tr+2uvvcbGjh3LGGPs1KlTrG/fvowxxhYvXsz+8pe/MMYY27BhA+vZs2dLXlq71Jj7XV15eTkbMGAAe/311+stNzY2lh04cIDFx8ezixcvsmnTpjGZTMbu3r1rkk+v17OsrCy+LquEh4czS0tLptVqWVFREROJRCwnJ4cdOnSIDR06lDHG2IULFxgAlpKS0syr7xiaUkepqakMAIuLizObTm2iaQ4fPsyEQiHLyMhgjDGm0WiYq6sre/XVV9mTJ0+YWq1mW7duZQD4+2cOtYfWU7OOGGNMrVazWbNmMQBMJBIxiUTCvv7661r7Untompr3OisriwFgcrmc/f3vf2dxcXFs69atjOM4FhUVVWc51B5aj7n2cOjQIXby5El28+ZNduLECebn58d8fX1ZRUWFyb7UHkhHR0FeO3fw4EHm7OzMDh48yH799Vf29ddfs65du7L9+/czxhi7du0ac3BwMHkDqyvIq8sXX3zBLC0tmUajYatWrWJLlizhj131B2LkyJFs9uzZLXZd7VVD97s6jUbDJk+ezPz9/ZlKpWrScfR6PfPz82PLli1rVP7k5GQGgF2+fNnkj0pWVhYTi8WspKSEbdiwgbm4uDTpPDqiptRRQ0FeXahNmDd27Fg2ceJEk23Xrl1jfn5+DAATCoUsJCSEjRs3jo0bN67R5VJ7aDnm6mj79u3M29ubnThxgiUkJLCdO3cyKysrFhER0agyqT2YV/NeZ2RkMADsj3/8o0m+l156ic2cObPR5VJ7aDnm2kNNmZmZTCwWsyNHjjSqTGoPpKOgIK+dc3Z2Zp9++qnJtk2bNjEfHx/GGGOffPIJ4ziOCYVC/gWACQQC5urq2qhj3Lt3jwFgMTExbODAgezw4cOMsadvfPn5+UwqlZr9EN3ZNHS/q2g0GjZlyhTWv39/lpeX16xjzZ8/n4WGhjbp3DZv3szefvtt9qc//Ynf7u3tzc6ePctGjBjB5syZ06xz6UgaW0eMNT/IozZR24MHD5hAIGDHjh0zm15YWMh/6z148GD+g09jUXv47czVUVlZGROLxezkyZMmeefNm8dCQkIaVS61h9rM3Wu1Ws1EIhHbtGmTSd533nmH//DfWNQefruG3rOq8/LyYh9++GGjyqX2QDoKGpPXzpWVlUEgMK0moVDITxcfFhaGX3/9FfHx8fxLqVRi1apVOHv2bKOO4enpiZ49e+LEiROIj4/nByc7OTnBzc0NH3/8MSoqKn4Xz5Y3dL8B4zIK06dPR3JyMs6fP49u3bo1+TiMMcTHx8PJyanR+4wcORJRUVGIiorCiBEj+O3BwcE4e/Ysrly5QnXUQqhN1LZv3z7Y29tjwoQJZtNtbGxgZ2eH5ORkXLt2DZMnT2502dQeWoa5OtJqtdBqtb+pzVB7qM3cvZZIJBg0aBCSkpJM8t69exeurq6NLpvaQ8to6D2rSn5+PtLT0xt9v6k9kA7jGQeZpAGzZ89mPXr0YCdPnmSpqans6NGjrHv37uydd96pc5+mPq7JGGOzZs1iCoWC9e7d22T7/PnzmUKhYB4eHs05/Q6nofut1WrZpEmTmLOzM4uPj2dZWVn8S61W8+WEhYWx1atX8z9/8MEH7Mcff2QpKSksLi6OvfHGG0wkErFffvml0ef2r3/9i8lkMiYSiVh2dja//ZtvvmEKhYIBYGlpaS1wF9q3xrSJ/Px8FhcXx06dOsUAsEOHDrG4uDiWlZXV6ONQm3hKr9czFxcX9u6779ZK+/e//80iIyNZSkoKO3bsGHN1dWUvv/yySR5qD62vvjoKDg5mvr6+LDIykt2/f5/t27ePSaVStnv37kaXT+3hqfru9dGjR5lYLGbh4eEsOTmZ7dy5kwmFQnbp0iU+D7WH1ldXHRUXF7M///nP7PLlyyw1NZVFRkayIUOGsB49erCioqJGl0/tgXQEFOS1c0VFRWz58uXMxcWFSaVS5uHhwdasWWMSUNTUnCBv3759DABbvHixyfYDBw4wAGzevHnNOf0Op6H7XfX4n7lXZGQkX05wcLDJ8/hvvfUWc3FxYRKJhNnZ2bGxY8eyy5cvN+ncqo5d849Keno6A8A8PT2bfd0dSWPaRNXvc83X+++/3+jjUJt46uzZswwAS0pKqpX2j3/8gzk7OzOxWMxcXFzY2rVra70/UXtoffXVUVZWFpszZw5TKpVMKpUyHx8f9vHHH9eawKM+1B6equ9eM8bY3r17mZeXF5NKpczPz6/W44LUHlpfXXVUVlbGxo4dy+zs7Pj3rNmzZzc5AKb2QDoCjjHGWr27kBBCCCGEEEJIm6AxeYQQQgghhBDSiVCQRwghhBBCCCGdCAV5hBBCCCGEENKJUJBHCCGEEEIIIZ0IBXmEEEIIIYQQ0olQkEcIIYQQQgghnQgFeYQQQgghhBDSiVCQRwghhBBCCCGdCAV5hBBCCCGEENKJUJBHCCGEEEIIIZ0IBXmEEEIIIYQQ0on8f1HSKNotzY7oAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Concatenate impacts again\n",
    "imp_tot = Impact.concat([imp_preh, imp_posth])\n",
    "\n",
    "# plot result\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "ax = imp_preh.plot_hexbin_eai_exposure(gridsize=100, adapt_fontsize=False)\n",
    "ax.set_title(\"Expected annual impact: Pre-Harvest\")\n",
    "ax = imp_posth.plot_hexbin_eai_exposure(gridsize=100, adapt_fontsize=False)\n",
    "ax.set_title(\"Expected annual impact: Post-Harvest\")\n",
    "ax = imp_tot.plot_hexbin_eai_exposure(gridsize=100, adapt_fontsize=False)\n",
    "ax.set_title(\"Expected annual impact: Total\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Quick examples - points, raster, custom\n",
    "<a id='part2'></a> "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### User defined point exposure and Tropical Cyclone hazard"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-19T09:58:18.829168Z",
     "start_time": "2020-10-19T09:58:14.510575Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:59:01,455 - climada.entity.exposures.base - INFO - Setting impf_ to default impact functions ids 1.\n",
      "2023-01-26 11:59:01,457 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:59:01,458 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:59:01,460 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:59:01,463 - climada.entity.exposures.base - INFO - geometry not set.\n",
      "2023-01-26 11:59:01,464 - climada.entity.exposures.base - INFO - region_id not set.\n",
      "2023-01-26 11:59:01,466 - climada.entity.exposures.base - INFO - centr_ not set.\n",
      "2023-01-26 11:59:03,801 - climada.hazard.tc_tracks - INFO - Progress: 100%\n",
      "2023-01-26 11:59:03,846 - climada.hazard.centroids.centr - INFO - Convert centroids to GeoSeries of Point shapes.\n",
      "2023-01-26 11:59:04,466 - climada.util.coordinates - INFO - dist_to_coast: UTM 32645 (1/1)\n",
      "2023-01-26 11:59:04,580 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 7 coastal centroids.\n",
      "2023-01-26 11:59:04,595 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 11:59:05,457 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 11:59:05,458 - climada.entity.exposures.base - INFO - Matching 7 exposures with 7 centroids.\n",
      "2023-01-26 11:59:05,463 - climada.engine.impact_calc - INFO - Calculating impact for 21 assets (>0) and 1 events.\n",
      "Nearest neighbor hazard.centroids indexes for each exposure: [0 1 2 3 4 5 6]\n"
     ]
    },
    {
     "data": {
      "image/png": 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hA9/X1e3RMzIyogBQPXv2FJoT93jSoye5pKQkasGCBVRaWprQ/W/evJE49pd2reSFXCfxkOskHnKdxEOuk3i41+nHH3+kfvrpJ0Wno7SU7X6StEdPlQFKjclQik2VIXmP3sSJE+lnweHDh1PPnz+nXrx4IXB79+4dT4wHDx5QACgnJyfKz8+PunnzJhUVFUU9ffqUOn/+POXp6Uk/ZwOg/vrrL4H5FBUV1Xu2nzt3LnX//n3q8ePHlJ+fH6Wjo0MBoLS0tKjY2FiBcW7cuEH3pJmamlJ//vkn9eTJE+r27dvUpEmT6PiDBg0S2M6gKIqaMmUKfeywYcOoa9euUU+fPqWOHDlCWVtb0/v++ecfgTE+fvxIGRsb072DP//8MxUaGkqFhoZSP//8M6WqqkoBoIyNjQX2HDYHEjf0xPHff//RF3nJkiVSx6n7S4+OjpZhhrzs7OwoAJShoSHf/T4+PhQA6sWLFzz7+vTpQ6mrq/N9Xd2G3o4dO+ivL126JDAX0tCTXlFREbVgwQKB9wuHw6HWrl1LnThxQuLYX9q1khdyncRDrpN4yHUSD7lO4uFep4sXL1ILFiygwsPDFZ2SUlK2+0nShp4ak0GpqzCVYlNjMiR+TuM+B4q7ubi48MTgNvREbSwWizpw4IDInJKSkqhOnToJnW7133//iYxz8OBBSl1dXWCcfv36UTk5OUJjlJWVUWPGjBEYg8lkUr6+viJziYiIoMzMzATGMTMzoyIiIkTGUWZyqbo5dOhQ+mt+XbPiGjZsmEziiIO7PkbdBRbrMjExAcA7aTMrKwtv3rwRq0t30aJF9MKWvr6+ZPigHOjo6IDFYvFdYgGoLXTTv39/xMbG8nT3EwRBEC3DuHHjoKqqivPnz4PNZis6HULGFF18RbZ1N6XTt29fnDp1CosWLUL//v3Rtm1bsFgsqKurw9TUFMOHD8eWLVvw/v17zJ07V2Q8GxsbxMbGYvv27XBwcECrVq3AYrHQuXNnLFu2DM+fP8fYsWNFxvHx8UF0dDR8fHzQsWNHaGpqwtDQEIMGDcL+/fsRFhZGL/cgiJaWFm7cuIHTp09j5MiRMDExgbq6OqysrDBt2jQ8evQI69evF5lL//798eLFC6xduxbdunWDjo4OdHR00L17d6xduxYvX75E//79RcZRZnJZML3u/CgVFRWp49RtdDUmjihv3ryh5+bZ2dnxPWbChAnYsmULVqxYgaKiIgwbNgxpaWnw9fVFaWkp5s+fL/I8LBYLq1atwrJlyxAfH4/z589j6tSpsvxRWjwGgwETExOhlTVtbGxw8+ZN5OXl0Q14giAIouVQV1fHN998g3PnzuHYsWN85/EQzZeKlHPj5IGS5jVCljsQl66uLqZPn07PRZMFbW1trFy5EitXrmxUnG7duuHgwYONzmfatGmYNm1ao2IYGRlh06ZNYtfaaG7k0qNXt9erMetOyCoOP2VlZUhKSsLu3bsxdOhQ+hO9pUuX8j3ewcEBS5cuRXl5OVavXg0nJyd4enri1atX6NatG9atWyfWeefPn08XrNmwYQPpVZIDYUsscPcDkMnyHQRBEETzNGTIEJiZmSEmJgYfP35UdDqEDCm6+Io8Fk0nCGnIvKHH4XCwbds2+t+enp5SxXn27Blu3LgBALC3t5dJQ+/SpUv0GnXa2tqwtbXFTz/9RD/wL1++XOgnH3/88Qf27duHrl27Qk1NDWZmZliyZAlCQ0Ohp6cnVg6amppYvXo1gNqexNOnTzf655KFqo8FKHn0DiURKagpLFd0Oo3CbegJ+kSsVatW0NDQIOvpEQRBtHALFy4Eg8HAP//8o+hUCBligqFUG0Eoiswbert370ZkZCSA2lKqDg4OEseorKzEnDlz6N4uPz8/mebYUI8ePfD48WPs3LkTDBEfvSxYsADx8fGoqqpCZmYm9u7di1atWkl0vjlz5qBt27YAgI0bNyp0fkB1djFyjz5B1vb7yD8Tg/wTUUhffRN5J6PAqWqevY0mJiYoLy9HSUkJ3/0MBgOmpqakR48gCKKFMzIywpAhQ/D582dcv35d0ekQMqLoHjzSo0coC5k29IKDg7Fq1SoAtQ/b+/fvlyrO4sWLERUVBQCYNWsWxo8fL5P8Ro0ahRcvXuDFixd4+vQpzp07h0mTJuH58+eYPn16k73Jq6urY+3atQBqi8wcO3asSc7bELugDNm7HoD9qUGDiKJQGpGC3MOPZTJOvKlxh2YK67EzMzMjPXoEQRAEPD09wWKxcPv2bRQVFSk6HUIGmEq2EYSiyOz+i4+Ph4eHB9hsNjQ1NXHx4kX6gVsSW7duxeHDhwEAjo6O+Pvvv2WVIvT09NCtWzd069YNDg4O+Pbbb3Hp0iWcPn0a79+/h7u7O44ePSqz8wnj7e2Njh07AgA2b97Md4FveSsOSgSnnA3wa8xRQMXLLFQm5zZ5Xo1lbGwMBoMhcp5eVlZWs2zIEgRBELLDZDLh4+MDDodDhnB+IRTdg0d69AhlIZOqm+/fv8eoUaNQUFAAFRUVnDt3DkOGDJE4zoEDB+j5a3Z2drh58ya0tbVlkaJQ06ZNQ0BAAM6fP48lS5ZgwoQJaN26tVzPqaqqinXr1sHLywsfPnyAv78/FixYIHU8qnZNRIleU/z4AygORS8YwoPJQMmTD9CwFl7mVtmoqamhdevW+PTpk8BrYmpqirKyMhQXF0NXV1esuNxrTBqHwpHrJB5yncRDrpN4yHUSj6DrZGtri86dO+PNmzeIjo5Gnz59FJShclC2+0nSPBgMBphK0sIiC2kRitTohl5GRgZGjBiBjIwMMBgMHDlyBO7u7hLHOXv2LBYuXAgAaNeuHe7evStyHQ1Zcnd3x/nz51FaWopbt241ulyrOL777jv4+fkhMTERW7Zsgbe3NzQ1NaWKVVhYKNEbIcWhUKZWDUoNqPy/tjTvWyIFTnkpVAsLpcpJkSwtLZGXl4dCAbnr6+tDT08PiYmJsLGxESsmRVH0vD9RczlbMnKdxEOuk3jIdRIPuU7iEXadpkyZgj179uDq1ato3769XJd1UnbKdj9JOqRWhQEwFZ82AMWto0cQQCMberm5uRg5ciTevXsHAPjzzz8xc+ZMieMEBARg5syZ4HA4MDc3R1BQECwtLRuTmsTqNio/fPjQJOdUUVGBr68vpk+fjvT0dBw4cEDg8g6icBsukiih1FFTXDtkVKuIz5sRkwEdXV3o6+tLlZMiGRgYICEhQWDuenp60NLSQnx8PPr27StWTG5DWl9fXyn+8Ckrcp3EQ66TeMh1Eg+5TuIRdZ2srKzw4sULBAcHw8PDo6nTUxrKdj9JmoMyDZlUkjSIFkrqhl5hYSFcXV3x6tUrAMC2bduwaNEiieMEBQVh8uTJYLPZMDQ0xN27d2FtbS1tWlJLT0+nv9bR0Wmy806ZMgV+fn6Ij4/Htm3b4OPjI1Uc7rIRktB17ojCO2/AAAUG+LwZcSjoOnVQijd5SZmYmCA0NBQcDofvp7IMBgN9+/bF/fv3wWazoaamJlZc7nVujtekKZHrJB5yncRDrpN4yHUSD7/rlJOTg7/++gs5OTnQ1NSEo6Nji7+OynQ/SZoDU4mGbhKEIklVjKWsrAxubm6IiYkBAKxZswY///yzxHHCw8Ph7u6OyspK6OnpITAwEPb29tKk1GiXLl2iv+7WrVuTnZfJZGL9+vUAahfw3rdvX5OdW3d4J6i01hT4sZe2U3uot5XvXEV5MTU1RU1NDfLy8gQe07dvX1RUVNAfVhAEQRAtC4fDwYULF7B+/Xrk5OSgX79+2LFjB6ysrBSdGtEIDCXbCEJRJG7oVVVVwcPDA2FhYQCApUuXYvPmzRKfOC4uDm5ubigtLYW2tjZu3rwp9hC6uoYOHUp/4pSSksKz/+TJkygtLRUaY+/evfTi7O3atcPgwYMlzqMxJk2ahJ49ewIAtm/f3mTnVdHRgNn/hkPDxqjeOxFDUxV6Y7rAYLrkvw9lIc4SC+bm5rCwsEB0dHRTpUUQBEEoicLCQvzyyy94+PAh9PX18csvv8DLywuqqjKpU0coEJOhXBtBKIrE72ZTp07FnTt3AADDhw/H7Nmz8fLlS4HHa2tro0OHDvW+l5ycDFdXV3z+/BlA7fIC+vr6QuNYWlpKvDA5AOzatQtLlizBpEmTMHjwYNjY2EBXVxfFxcV4+fIlzpw5g9DQUAC11RoPHjzY5G/yDAYDGzZswIQJE5Cb27TLGajoa6L1pJ7QnqgOdkYhGKoqUO9gCKZ6856E3qpVK6ipqeHTp09Cj+vbty/u3LmDiooKqQvhEARBEM3Phw8fUFxcjI4dO2L58uWKToeQITJHjyBqSdyiuXLlCv31/fv30aNHD6HHu7i44OHDh/W+FxoaWu8BfNmyZSLPe/ToUXh5eUmUK1dhYSGOHDmCI0eOCDzGwsIC/v7+GDVqlFTnaCx3d3c4ODjQC8U3NdVWWlBrzVLIueWByWTCxMRE5KLo/fv3x507d3Dx4kXMmDGjibIjCIIgFK1Hjx7Q0tJCWloaOBwOmEyytPWXggkGmKSJRRCyWzBdWV27dg2HDx/GtGnT0LNnT5iZmUFVVRU6Ojro2LEjJk6cCH9/fyQmJuLrr79WaK4bN25U6Pm/NKampiIbegYGBpg8eTIeP36ssEY2QRAEoRhDhw5FVVUVHj16pOhUCBlS9FBNMnSTUBYMSllWwySkUlRUBH19fRQWFkq8vAJQW0K5sLBQaUooy9KdO3dw48YNbN++XeiwTIqicOTIEbx69QqrV6+GoaGhwOO+1GslS+Q6iYdcJ/GQ6yQecp3E0/A6sdlsLFu2DNra2ti2bZui01MaynY/ifuswz2uo56a0lTd5FAU3hVVS/2cRhCN8cX36BEtV58+fVBdXY0XL14IPY7BYGDq1KnQ0tLCsWPHUFNT00QZEgRBEIqkqqoKBwcHFBUVIT4+XtHpELJSZ2kIRW9KM1mQaJFIQ4/4YhkZGaFDhw54+vSpyGNZLBa8vb3x7t073Lp1qwmyIwiCIJSBp6cnGAwGLl++rOhUCBlhKtlGEIpC7j/ii+bg4ICEhASRS2wAgLW1Ndzc3HDr1i28ffu2CbIjCIIgFI3FYsHW1hZZWVnIzMxUdDqEDHA70pRlIwhFIQ094ovWp08fcDgcxMbGinX8119/DWtraxw+fFjk0gwEQRDEl2HatGkAgBMnTig4E0IWFN2DR3r0CGVB7j/ii6avrw9bW1uEhYWBw+GIPJ7JZMLHxwdaWlrYu3cvCgoKmiBLgiAIQpGMjY1hZ2eHDx8+4Nq1a4pOh2gkRc/L45mnRxAKQhp6xBdvzJgx+PjxI+7cuSPW8bq6uvjhhx8AAHv37kVxcbE80yMIgiCUwMKFC9GqVSsEBgaKPQqEUE5MKH5JBXpT9MUgWjRy/xFfvE6dOmHUqFG4fv06UlJSxHpN69at8cMPP6C8vBx//fUXysvL5ZskQRAEoVCqqqpYtWoV1NTU4O/vL3IdVkJ5qTCUayMIRSENPaJFcHNzg6WlJY4dO4aKigqxXmNiYoLFixcjNzcX+/btQ1VVlZyzJAiCIBRJT08PS5cuBUVR2LFjB3nfb6YYSvY/ouWqqqpCUFAQ1q1bBzc3N3Tp0gWtW7eGuro6tLW10aZNGzg5OWHOnDk4dOgQPnz4INPzk4Ye0SKoqqrC29sbnz9/lqiEtqWlJRYvXoy0tDQcOnSIrLFHEATxhevYsSMmT56M8vJysoh6M6Xw4ZoNNqLlCQkJwaxZs2BsbIxRo0Zhy5YtuH37Nt68eYPCwkKw2WyUl5cjMzMTT548wdGjRzF//nx07NgRffr0we7du2VSJ4I09IgWw9TUFJ6enggLC5No/kWHDh0wb948JCYm4r///hOrqAtBEATRfLm4uKB///7IysqCv7+/otMhJMRQso1oOS5duoRevXph2LBhOHXqFIqLi0FRFCiKQvv27dG/f3+MHj0a06ZNg4eHB1xcXNCjRw9oa2vTx8XFxWH58uWwtLTEokWLkJaWJnU+qjL82QhC6Q0cOBDx8fE4c+YM2rdvj9atW4v1Ojs7O3h7e+PChQs4e/Yspk+fTippEQRBfMFmzZqF9PR0REdHo127dhgxYoSiUyLEpEw9aZSS5EHIV0hICH788Uc8e/YMFEUBAHr06IGJEydiwIAB6NevH1q1aiXw9RRF4dWrV4iMjMT9+/dx7do1lJSU4J9//sGRI0fw448/Ys2aNdDR0ZEoL9KjR7QoDAYD06ZNg5qaGvbt24eysjKxX9urVy+4ubkhPDwcV65cof9DJgiCIL5My5cvB4vFwpUrV5CYmKjodAgJKLoXj/TmtSxDhw5FXFwcDA0NsXr1asTHxyMuLg7r1q3DqFGjhDbygNrnU3t7e3h7e+PkyZPIzs7GuXPnMHLkSFRWVmLHjh3YvXu3xHmRhh7R4ujo6GDx4sUoKCjA/v37JZps361bN3h6eiIoKAiXL19GdXW1XHKsqalBUFAQrly5Ipf4BEEQhGjq6upYtWoVVFRU8Ndff5G1VZsJJhhKtRFfPhMTE/z2229ISUnB5s2b0aVLl0bF09LSwuTJk3H79m08efIEbm5uUsUhDT2iRbKwsMCiRYuQmpqKw4cPS1RkZejQofD09ERwcDB27tyJjIwMmeb2/v17bN++HZcvX0ZQUBCp+kYQBKFARkZG8PHxAZvNxrZt28BmsxWdEiECg6FcG/HlS0lJwU8//QQWiyXz2I6OjggICMCKFSskfi1p6BEtVocOHTB37lwkJCTg5MmTEhVZGTZsGFauXEn/4b9//36ji7SUl5fj3Llz+O2338BgMDBlyhRQFIWsrKxGxSUIgiAap0ePHnBzc0NxcbFUw6eIpqXodfPIOnotj6amplKeQ6qGXkxMDPz8/DB69GhYWVlBQ0MDOjo6sLW1hbe3Nx49eiQyRkVFBa5du4YlS5agf//+MDAwgJqaGgwNDeHk5IT169fL7AH3zZs32L17NyZMmIAOHTpAS0sLLBYLHTp0wJQpU3Dz5k2xY506dQq9evWCpqYmrKyssHz5chQVFQk83svLCwwGg95u374t8hzcY728vMTOi5BO165dMWvWLDx9+lTieXdWVlZYtWoVBg0ahEuXLuGvv/7C58+fJc6BoihER0djw4YNePLkCSZNmoSVK1eiX79+ACDzHkNCvjjl1SgOSUb+hTh8vvoClR/yFZ0SQRAy4Obmhm7duuH9+/c4f/68otMhhFD0UE0ydJNQFhJX3XRxcUFISAjP96uqqpCUlISkpCQcO3YMM2bMwOHDh6Gurs5z7PPnzzFo0CAUFxfz7MvPz0dERAQiIiKwe/duHDp0CJMnT5Y0TdqsWbNw4sQJvvtSUlKQkpKC8+fP4+uvv8bZs2eFTpbcuHEjfH196X+npaVh165duH//PkJDQ6GtrS0yn3Xr1uHrr7+W+Ocg5MfBwQGlpaU4f/48dHR0JPr9qKurY/LkyejevTtOnDiBzZs3Y8qUKejTpw+YTOGfo+Tn5+PVq1eIiopCYmIievbsicmTJ9OVQFVUVGBkZIT09PRG/XxE0ymNSkX+yShQ1TW1H+NSQNGdN9DsYgqjOQPA1FJTdIoEQTTC/Pnz4evri+DgYLRt2xZOTk6KTongQ5mqbipLHkTLJHFDj/vQaWFhAU9PTwwePBht27ZFTU0NHj9+jF27diE9PR0nT54Em83GmTNneGIUFRXRjTxnZ2eMHTsWDg4OMDQ0RE5ODq5cuYLDhw+jqKgI06ZNg66uLkaPHi3VD8jN18DAAN988w2GDh2K9u3bQ1VVFbGxsfj999/x5s0b3L59G+PGjUNwcDDfB/RXr15hw4YN0NTUxJo1azBixAh8/PgR69atQ2xsLDZt2iTWwqpPnz5FQEAAxo8fL9XPQ8iHi4sLSkpKEBAQAB0dHQwaNEii13fp0gVr167F2bNnceTIEZw+fRoWFhawtLSElZUVLC0tYWZmhrS0NLx8+RIvX75ERkYGmEwmOnbsiPnz56NHjx48cS0sLJCZmSmrH5OQo4o3n5B39AnA7RSuoertyzn0GKY/DFFMcgRByASTycQvv/yC1atX49SpU/R7PKFclKnipbLkQShGQkICrl27htDQUCQmJqKgoADFxcXQ09ODgYEBOnfujEGDBsHd3R2dO3eW+fkZlIQ14seOHYuZM2di0qRJUFFR4dmfm5sLZ2dnugxxcHAwhgyp/3ATHh6OPXv2wNfXF127duV7nmvXrsHDwwMURcHa2hpJSUlSrVvm5eWFgQMHYtasWdDQ0ODZX1ZWBldXV3q46fHjxzFz5kye4zZs2ID169dj7969WLJkCf399PR02NrawtTUFO/eveN7/uPHjwOondCdm5uLnj17IjY2VuDPw/3+rFmzcOzYMaE/X1FREfT19VFYWAg9PT2hx/JDURQKCwuhr6/f4teFoygKFy5cQEhICGbPno0+ffrw7Bd1rSiKQnJyMt6/f4+0tDSkpaUhKyur3pBQXV1d2Nvbw97eHl26dBE6cffatWt48uQJ/Pz8ZPNDNoGWek9l7w5G5dtcQMhbqunK4dBobwCg5V4nSZHrJB5yncQjq+uUmpqKbdu2QU1NDX5+fnIpwKBIynY/ifuswz1uqCkLqkrSlcbmUHiYXSb1cxrRPKWmpmLp0qUICAio9wxY9+u6/20xGAx4eHjgjz/+QJs2bWSWh8Q9etevXxe638jICLt27cK4ceMA1K4Q37ChN3DgQAwcOFBoHHd3d0ycOBGXL19GcnIyYmNjeR68xSGqocRisbB//350796dzpdfQ4/bMzhs2LB632/Tpg3s7Ozw8uVLkbmsXLkSK1euxLNnz3DlyhVMmjRJzJ+CaAoMBgOenp4oLS3FsWPHwGKxYGdnJ3EMGxsb2NjY0N+rqqpCRkYGsrKyYGZmhrZt24oc1sllYWGBz58/o6ys7It7kPiScMqqUJmUI/wgJgNlsWl0Q48giObLysoKM2bMwIkTJ7B161Zs2LBB7Pd1Qv64tQ6UgZKkQTShJ0+ewN3dHTk5OfUadkwmE3p6etDR0UFxcTGKi4vp/RRF4cqVKwgPD8d///0nVZuHH7m8Kw0dOpT+Ojk5Weo4dRtVjYkjSrdu3WBkZCT0PCYmJgBqeyjrysrKwps3b2BmZibyPIsWLYKpqSkAwNfXt9FVGgnZYzKZmDlzJmxtbXHgwAGkpKQ0Oqa6ujrat2+PAQMGoH379hI9DFhYWAAAmaen5DhVYizPwQCoSvGX8SAIQrkNGDAALi4uyMvLwz///KPodIg6mEq2SUMWhQ/run37NiZOnAhLS0toaGjA0tISEydOFKtIIFdZWRl27tyJfv36wcDAADo6OujSpQuWL1+Ojx8/ih0nPj4e8+fPh42NDbS0tGBsbIwhQ4bgwIEDEi1fcu7cObi6usLc3Byamppo3749ZsyYgYiICLFj5OXlwdfXFz179oS+vj709PTQs2dP+Pr6Ii8vT+w4deN5eHjQjTxLS0ts3rwZkZGRKC8vR0FBAVJTU/H582eUl5fjyZMn2Lx5MywtLUFRFDIzMzFhwgSZrdkpl4Ze3XW/+A3vFFdlZaVM4oiDm7Og80yYMAEAsGLFCmzduhURERG4dOkSvvrqK5SWlsLT01PkOVgsFlatWgWg9iYnVbuUk6qqKnx8fGBhYYG///4bb9++VVgupqamYLFY8Pf3R2BgIMrKyhSWCyGYio4GGJoiBkjUUFAz022ahAiCaBLffvstOnTogJcvX+LGjRuKTof4Pwwl2yTl4uKCvn37Ys2aNbh9+zbS0tJQVVWF0tJSuujh4MGDMXPmTJFr7VIUhXnz5mH06NH4999/kZ6ejqqqKqSnp+Pff//F6NGjMW/ePJFVx5OTk9GnTx+sXLkST58+RUFBAUpLS/H69Wvs2rULPXr0EKuKvb+/P/r27YsDBw4gOTkZFRUVyM3NRWhoKObPn4/BgweLbGBVVFRg3LhxmDp1Ku7cuYOsrCxUVlbiw4cPOHXqFJydnbFp0yaRuTx9+hTdu3fHxo0b8fz5c7qGyPPnz7Fx40b06NEDUVFRIuPUtWLFCnrVAB8fHyQlJWH16tVwcHCAmlr9gmzq6upwdHTE6tWrkZSUhHnz5gGo/XD/559/lui8gsiloVe316sxK8PLKo4osbGx9BIJgs7j4OCApUuXory8HKtXr4aTkxM8PT3x6tUrdOvWDevWrRPrXPPnz6fH3m7YsEGihbqJpqOhoYGFCxfCzMwMu3fvxsWLFxWycLmqqipWrlyJ7t2748aNG1i7di2uXLki1TIOhPwwVJnQce4gvLyaKhPa/do2XVIEQTSJZcuWQVdXFzdu3MDz588VnQ6B2qLHqkqySbOOXt3Ch0uXLsWlS5cQGRmJx48f4/fff6efI0+ePClyKa61a9fi4MGDAIDevXvj7NmziIyMxNmzZ9G7d28AwMGDB/Hrr78KjFFSUoKxY8fizZs3AGobMEFBQQgPD8eWLVugo6ODwsJCeHp6Cv1vIDAwEHPnzkVlZSVMTU2xd+9ePHnyBLdu3cLEiRMBABEREZg4caLQUW+zZ8+mp5INGzYMV69eRWRkJPz9/WFtbQ0Oh4N169bh8OHDAmOkp6dj3LhxyMzMpJ+1QkJCEBISgpUrV0JVVRUZGRkYO3as2KOq8vPzce7cOXot5AMHDvCtD8KPhoYG9u/fj2nTpoGiKJw+fVo2z3qUjNXU1FD9+vWjUFt7jnr69KlUceLi4igVFRUKAGVvby/jLOv75ptv6HwvXrwo9Nh9+/ZRXbt2pdTU1CgzMzNqyZIlVEFBgcDjZ82aRcfm+vvvv+nvHT9+nOc13H2zZs0SmXthYSEFgCosLBR5LD8cDocqKCigOByOVK//0tXU1FD37t2jfvjhB2rdunXU8+fPFXatPn/+TP3777/UTz/9RC1evJg6ceIElZGRoZBchGmp91RNaSWVvvE29WHRJerDgov/f1tY+/8lESn1jm+p10lS5DqJh1wn8cjrOhUUFFBLliyhlixZQlVXV8s0tiIo2/0k7rMO97ivzXWocW10lWL72lxH4uc0Nzc36vz58xSbzea7Pycnh7K1taWfF4ODg/kel5SURKmqqlIAKAcHB6qsrKze/tLSUsrBwYECQKmqqlJv377lG8fX15c+144dO3j2h4eH0+cZNmwY3xjV1dWUjY0NBYDS09Pje66FCxcKfT6mKIp6+PAhfcy4ceN4rlFOTg7Vtm1bCgDVunVrgc/odZ/PL1y4wLP/woUL9H5vb2++MRo6ePAgxWAwKBaLReXk5Ij1moZyc3MpFotFMZlM6vDhw1LFqEvmPXq7d+9GZGQkAMDDwwMODg4Sx6isrMScOXPo3i55Vhy8fPkyLl26BADo27evyAIpCxYsQHx8PKqqqpCZmYm9e/cKXXuPnzlz5qBt29pP9jdu3CjReGSiaTGZTHz11VdYvXo19PT0cPr0aVy8eLHesOKmoq+vjwkTJmDz5s0YP348Xr16hU2bNmH//v1yncNKiIfJUofZ/4ZBd5hNvWGcGh2NYLxkMLT7t1NgdgRByFOrVq0wefJksNlsXLlyRdHptHjcdfSUZZPU9evXMXnyZIHTibiFD7m4z7EN7d69m37G/PPPP6GlpVVvP4vFwp9//gkAYLPZ+OOPP3hiVFdXY8+ePQBqR73973//4znGyckJs2fPBgA8ePAA0dHRPMf8+++/9FSYX375BdbW1jzH7Ny5k15LeOfOnXx/ph07dgConWq1b98+nmtkZGSE7du3AwAKCgrg7+/PEyM7OxunTp0CALi6uvKdfuXp6QlXV1cAwIkTJ5Cdnc03n7rqtn+4tT8kZWhoSPduPnnyRKoYdcm0oRccHEzPQTMxMcH+/fulirN48WJ6TOysWbPktubc69ev4e3tDQDQ0tLCiRMnmqRKk7q6OtauXQugdsyzqMqghOKZmprixx9/xFdffYWwsDD4+fnh3r17eP/+fZM31LW0tDBy5Ehs2rQJM2bMQE5ODnbt2oXffvsNz58/J0V+FIjJUkfrST1huWM8LDaPQZsd42D6v6HQ6mKq6NSIBt69e4cjR47gxIkTOHv2LC5duoSrV6/ixo0buHPnDsLDw8l/S4REBg0aBG1tbTx69Ih8gKtgip6T19g5euIQVfiQoihcu3YNAGBnZ4cBAwbwjTNgwAB6/barV6/yzNV7+PAhPYRw1qxZAgvK1R1Cyu/DjqtXr/I9ti4Wi4XJkycDAF6+fImkpKR6+0tKShAUFAQAGDlyJCwtLfnGmThxIr2UBb9cAgIC6M4kbjuAH26eNTU1CAgIEHgcF3fptMGDB4s8VphBgwaBoijExMQ0Kg4gw4ZefHw8PDw8wGazoampiYsXL9IVJiWxdetWekyto6Mj/v77b1mlWE9GRgZGjx6N4uJiMBgMHDlyROCafvLg7e2Njh07AgA2b96skPlfhGSYTCY9adbMzAzXr1/Hzp078b///Q+7d+/Gf//9h1evXqGgoAAVFRUiJzY3lqqqKpycnLB27VrMnz8fDAYD//zzDzZv3ozHjx+TBw0FYqgyoWrAgoqOeGPziab35s0bREVF4dOnT0hJSUFCQgJiYmLw6NEjBAYG4tSpUxJVkSMIoLZwG+nVUzxFV9mURdVNUUQVPnz//j09t8zFxUVoLO7+tLQ0nmrjoaGhPMfx4+DgAG1tbQDgWxGUG6dz585CK9XXPUfDOJGRkfSIKmG5qKur0w3byMhIVFdX881FVBxhufDz6dMnAECnTp1EHisM9/Xi9CKKIvE6evy8f/8eo0aNQkFBAVRUVHDu3DmetfPEceDAAaxevRpA7acPN2/epG8aWcrPz8eoUaPom/nPP//ElClTZH4eYVRVVbFu3Tp4eXnhw4cP8Pf3x4IFC6SOR1GUVA0L7uvk3Sj5EnCvk7GxMebPn4+amhqkpqbi7du3ePfuHUJDQ3Hr1i36eCaTCRaLBS0tLWhpaYHFYtH/ZrFY0NTUBIvFgrGxMdq2bSv1vc5gMNC9e3d0794dycnJuHfvHk6ePImAgAD07t0bvXr1grW1dZOt8UTuKfGQ6yQeeV0n7pI5c+fOha5u/WqolZWV+Omnn5CRkYF27ZrHkFtyP4lH3tdp4MCBuHbtGkJDQ+Hh4QFVVZk8ZjU5ZbufJM2DCQaYcutLk4y8/vKKKliYkJBAfy1qTeC6+xMSEtChQweJ46iqqsLa2hrPnz+v9xqgticuLS1NqlzqkvRnunPnDthsNpKSkup15nDj6OvrC210mpubQ09PD0VFRTy58FNYWAgA9PBTaXGnhHELRTZGo9+BMjIyMGLECGRkZNA9Y+7u7hLHOXv2LBYuXAgAaNeuHe7evSv1+FZhiouL8fXXXyM+Ph4AsGnTJixatEjm5xHHd999Bz8/PyQmJmLLli3w9vaGpqamVLEKCwulbuiVlJQAgNIsLqqs+F2r1q1bw9HREY6OjqAoCvn5+fj8+TMqKipQWVmJiooK+mvuv3Nycurt5/7e9PX1YW5uDjMzM3qT9H4wMjLClClTMGLECMTExCAxMRExMTHQ1tZGp06d0LlzZ7Rt21auy5WQe0o85DqJR17Xic1mQ09PD/n5+XyHaFpZWSErK4v+w63syP0knqa4TmPHjsXNmzdx5coVeo5Pc6Ns95OkD7wMhvIsVM7No+HPoKGhIXZFxoY4HA62bdtG/5vfHLPU1FT6a0FDHLmsrKz4vq7uv7W1tUXWpLCyssLz58+Rk5ODyspK+udLS0ujn3VkkYs0ceo29LhxRMXgxomPj+fJhR/ufzPS/l65uK/nxmuMRjX0cnNzMXLkSLx79w5Abc/YzJkzJY4TEBCAmTNngsPhwNzcHEFBQWJdfEmVl5dj3LhxePr0KYDatS64c+UUQUVFBb6+vpg+fTrS09Nx4MABLF26VKpY3EUeJVW3kaEMb+bKTJxrJWlhHg6Hg5ycHHz8+BGpqan48OEDnj17Rg9NMDY2hpWVFdq2bYu2bdvCysoKLBZLZFx9fX26xHBKSgri4uIQFxeHkJAQsFgs9OjRA7169YKdnR3Pui6NRe4p8ZDrJB55Xac3b96AxWIJ7LHT09NDVlYW9PX1ZXZOeSL3k3ia4joNHjwY169fR1hYGL755psmG00hS8p2P0mag8r/bcqA+zFS3YYHAPj6+mL9+vVSxRSn8GFxcTH9tY6OjtB4dUcUNWxccOOIisEvDrfBIutcZBVHkp9JnEYXRVFK8d9LXVI39AoLC+Hq6opXr14BALZt2yZVz1hQUBBdqcrQ0BB3797lW4mnsaqrqzFp0iS6q3v+/Pl05R5FmjJlCvz8/BAfH49t27bBx8dHqjgMBkPqm4v7WmW7OZWRrK+ViooK3XvXr18/ALWNv0+fPuHjx4/0duvWrXqNv7Zt26JTp07o2bOn0AdRFRUVWFtbw9raGhMnTkRqaipiY2MRFxeHiIgIaGpqolu3bujVqxfs7e0b/SkUF7mnxEOuk3hkfZ3YbDaePXuGoUOHCoxpbm6OuLi4ZvW7IfeTeJriOg0aNAi3b99GYmKiXNcBlidlup8kzUEZh26mpqbW+0Be2r+34hY+rKiooL9WV1cXGrNuLuXl5XzjiIohLI6sc5FVHEl+poYxmgupGnplZWVwc3Ojq8GsWbNGqhXcw8PD4e7ujsrKSujp6SEwMBD29vbSpCRUTU0Npk2bRs+fmjFjBvbt2yfz80iDyWRi/fr18PT0RFZWltLkRSgOk8nk2/jLzs6u1/i7cOECzp8/D2tra3ounrBx4QwGg+4ZdHd3R2ZmJt3oO3z4MNTU1NC1a1f07t0b3bt35ynDTBBfisTERJSXl9OLBfNjZmaGvLw8VFVVifUwQBB1ubi44Pbt23j06FGzbeg1ZwzIb26cpLjNTT09PalGXtUlSeHDulM/RBX8q7tkVMO//dw44hQNFBRH1rnIIk5ZWZlEP5Mkz0Te3t6NqjFSWloq9WsbkrihV1VVBQ8PD4SFhQEAli5dis2bN0t84ri4OLi5uaG0tBTa2tq4efMm+vbtK3GcoUOH0r1079+/R/v27evtpygKPj4+9BojkyZNwtGjR5XiEyquSZMmoWfPnnj27Bm99gdB1MVkMmFubg5zc3P0798fQO0wghcvXiAmJgZXrlzBxYsX0b59e/Tu3Ru9e/cWOceVG2/MmDH49OkTPbzz2LFjUFFRgZ2dHXr16oU+ffqQRh/xRYmNjYWxsTHatGkj8Bhzc3NQFIXs7GyeIVcEIYq+vj60tLTodcOIpiXPZQ0kJas8JC18WLfIlKhhh3UbFg2HM3LjiDN0UVAcWeciizhlZWUS/UziDPPk4i4RpwwkbuhNnToVd+7cAQAMHz4cs2fPxsuXLwUer62tXa96D1C73oerqyu9LsfmzZuhr68vNI6lpaXE858AYPny5Th69CgAoFu3bli9erXQyjnq6uqwtbWV+DyNwWAwsGHDBkyYMAG5ublNem6i+dLR0YGTkxOcnJxQXl6OFy9eIDY2FtevX8e///4LKysrutEnaqkTExMTjBo1CqNGjUJ+fj7d6Dtz5gyuXr0KV1dXDBkyhPRsEM1eTU0N4uLi4OzsLPQDP+4nx4WFhaShR0ilffv2SEhIQEVFhdSF1gjpSLtQuTzIIg9pCh/WrXXBrXgpSN1CIw3f7ywtLfHkyROUlpbi8+fPQp/FuXGMjY3rDZ2UZS514/CbmyhunOzsbJG51I0j7t8BZalUyyVxQ6/u2jD3799Hjx49hB7v4uKChw8f1vteaGgovdYEACxbtkzkeY8ePSpwgUVhLl++TH/98uVLkb2G7dq141lDpCm4u7vDwcFBqT4FIJoPLS0t9OvXD/369UNFRQVevXqFmJgYBAYGIiAgAObm5nSjT1gvBgAYGBhg+PDhGD58OPLz83H79m1cvXoV9+/fx5gxY+Dk5CTXqp0EIU+xsbEoLS0V+oAAAE+fPoWWllaTf/BHfDkGDBiAhIQEhIWF4auvvlJ0Oi2KMs7Rk5a0hQ/rVpl8/fq10GPr7m841Lhr1670s/Tr168FLrzOZrPphdsbxtDR0YGVlRVSU1MbnQu/44TFUVVVhY2NDU+c6OhoFBYWIisrS+ASC5mZmXS1VHGGYPOr4KxoyjKEmQCwceNGRadAfAE0NTXRp08fzJkzB9u3b8fcuXNhZWWF+/fvY8uWLThx4oRY49KB2kbftGnTsG7dOtjY2ODMmTPYuHEjnj59qpRvaAQhDEVRCAoKQufOnYVWdq6pqcHjx4/h6OhIerEJqfXu3RsMBoOuZ0A0HYaSbdJqTOHDDh06wMLCAkD9Nff4CQkJAQC0adOGZwrUoEGD6K+FxYmKiqKHOTo7O/Ps58Z58+YNsrKyBMape46Gceq+JwvLpaqqChERETyvaZiLqDjCcmkuJG7o1V1EU5ytYW8eAHh5eUkcR1Bv3sOHD+ljGt6cAJCSkiLReWTdm3fs2DGxFx0dPXp0vVyOHTsm01yIlkddXR29evWCl5cXtm/fjunTpyM6Ohq///478vPzxY5jYmKC77//HqtXr4apqSmOHj2Kbdu24cWLF0o3TIEgBElOTsaHDx9E9q68ePEChYWF9R4GCEJSqqqqaN26tVjDwwjZYirZJo3GFj5kMBj08M7Xr1/TDZ+GIiIi6N4vd3d3niHtQ4cOpat7Hz9+XODf/LrPrB4eHjz7J0yYwPfYusrKynDhwgUAtb1uDUdU6Orq0u/f9+7dE/jf1pUrV+ieOH65jB8/nl72hDu9ix9unkwmE+PHjxd4nDIjPXoE0UKoqanB2dkZy5cvR0lJCbZt24Y3b95IFMPS0hILFy7E//73P2hqamL//v34/fffkZSUJKesCUJ2goKCYGZmVm/4Dz9hYWFo3769XNZzJVqW9u3bo7q6Gmw2W9GptCgqYCjVJilZFT788ccfoapaO0tryZIlPEsElJeXY8mSJQBqP5j48ccfeWKoq6vjhx9+AAAkJCTgt99+4znm8ePH8Pf3B1A7ZcvR0ZHnGA8PD3r5tK1bt9LDPOtasWIFCgoK6K/5Wb58OYDaoaKLFi1CTU1Nvf25ubl0g7hVq1aYM2cOTwwzMzNMnz4dABAYGEgXbKzr4sWLCAwMBFBbrV/Q8E5lRxp6BNHCWFlZYdWqVbC0tMSff/6JoKAgiXvlrK2tsWzZMixatAhVVVXYvXs3/vrrL3z8+FFOWRNE46SlpeH58+f46quvhC5gnZ+fj1evXjXbYTqEcjEwMAAA+uGVaBqK7sFrbI+eoMKHgrb379/zjWNra0s3jKKiouDs7Izz588jKioK58+fh7OzM10bYsWKFejUqRPfOCtWrKB711auXIl58+bhwYMHiIiIwNatWzFq1Ciw2WxoaWnhjz/+4BtDTU0Ne/fuBZPJRFFREZydnfHXX38hMjISgYGB+Oabb+glxgYNGoQZM2bwjTN8+HBMmTIFABAQEICRI0ciICAAUVFROHr0KAYMGEA/i2zbtk3gslNbtmyBsbExfb1XrVqFR48e4dGjR1i1ahWmTZsGoLawjDSNbHGEh4dj2bJlGDduHNzd3fHjjz/iwYMHMj0HgyLjrpq1oqIi6Ovro7CwUKr1WSiKQmFhIfT19ZVqyQll9KVdq5qaGgQEBODu3btwcHDAd999J9V8JA6Hg7i4OAQEBODTp0+YOHEiHBwcvpjrJC9f2v0kL7K4Trdu3cL169fRunVrrFu3Tuh9fv36dQQFBWHr1q3NqlIiuZ/E09TX6cGDB7h48SIWLVokl3WC5UXZ7idxn3W4x/lYtoa6kpTdrOJQOJRWINFzmqTXnF/hQy4OhwMfHx8cOXJE4Otnz56NgwcPCv0Q7O3btxgzZozAETx6eno4ffo0xo4dKzTXQ4cOYfHixQJrBfTr1w83btwQukRUeXk5vvnmG9y8eZPvfiaTiV9//RXr168XmsuTJ08wYcIEgXMGzczMcPXqVXpZK1EqKyuxYcMGALW/E1dXV77H1dTUwMfHB8ePH+e7393dHWfPnq1XuVRapEePIFooFRUVeHh4YPbs2Xj+/Dl27twp1fIeTCYTffr0wa+//op+/frhwYMHpFALoTSqqqpw9+5dDBw4EGvXrhXayKupqUF4eDgcHR2bVSOPUF6GhoYAQJZOamKKLr4iq2IsssBkMuHv748bN27A3d0dFhYWUFdXh4WFBdzd3XHz5k0cPnxYaCMPAGxsbBAbG4vt27fDwcEBrVq1AovFQufOnbFs2TI8f/5cZCMPAHx8fBAdHQ0fHx907NgRmpqaMDQ0xKBBg7B//36EhYWJXAdYS0sLN27cwOnTpzFy5EiYmJhAXV0dVlZWmDZtGh49eiSykQcA/fv3x4sXL7B27Vp069YNOjo60NHRQffu3bF27Vq8fPlS7EYeUDvfcdu2bdi+fTv93z4/P//8c70aHg23a9euwcfHR+zzCiPx8goEQXxZ+vbtCzMzMxw8eBDbtm3D999/L3IOEz8qKipwdnZGZGQkMjMzBQ6XIIimFBsbi4qKCowcOVJo442iKDx48ACfP38mRVgImeEODSNDN5sWA8rTkyFNQ08eg+3GjBmDMWPGNCqGtrY2Vq5ciZUrVzYqTrdu3XDw4MFGxQCAadOm0UMspWVkZIRNmzZh06ZNjc6H26tqZ2cncAmfpKQk7Nmzh+61nTx5Mnx8fNCmTRtERUVh7dq1+PDhA06fPo1ly5ahd+/ejcpJWf47IAhCgdq0aYOff/4ZHTp0wN9//43AwECp/tBYW1tDX18fCQkJcsiSICRTU1ODmzdvwt7eHiYmJgKPy83Nxd69e3HlyhUMHjwYbdu2bcIsiS8Zt6H3+fNnxSbSwtTOjWMoyUa0FOHh4WAwGBg3bpzAY/z9/ekCMl5eXjh79iyGDx+Ozp07Y/r06QgODoauri4A4PTp043Oidx/BEEAAFgsFhYsWICvv/4a165dw8mTJyWOwWQy0bt3b7x+/ZoM3yQU7tGjR8jNzaVLjDfE4XAQFBSETZs2IScnB4sXL8bUqVObOEviS8ateMgt9U40DUUP1VSmoZtE0+Eu9yBsuOetW7cA1M7D5De8tG3btpg9ezYoisLjx48bnRNp6BEEQWMymRg3bhw8PT0REREh1XCj3r17o6SkRGAVMIJoChUVFbh58yb69evHd5mE9PR07Ny5E1euXMGgQYOwdu1aqYYsE4QoKioq9ELSRNNQBUOpNqJl+PTpEwAIXJqnsLAQL1++BIPBQO/evWFlZcX3uOHDhwOoLYDTWKShRxAEj/79+4PJZOLZs2cSv7Zjx47Q0dFBXFyc7BMjCDHdv38f5eXlfIsDhISEYOvWraiqqsL//vc/eHp6kuIrhNyoqamhrKxM0Wm0KIruwSM9ei1TYWEhAAgs+hUZGUlPi3FychIYp02bNgBkMxKANPQIguDBraQlTUOPyWTCysqKrKlHKExxcTHu3r0LFxcXnspnFRUVuHr1KhwdHbFq1Sp07NhRQVkSLcHNmzdRUVEhtAIfIXuKn5dXfyNaBu7cuszMTL77IyMj6a/79u0rMI4sp76Qhh5BEHz17NkTSUlJKCkpkfi1JiYmSE9Pl0vlMIIQ5datW2AymXzXMIqMjERlZSXGjRsHNTU1BWRHtBQxMTG4fv06dHV1sXjxYkWn06IoeoH0xi6YTjRPNjY2AGpHjfBz7949+mtnZ2eBcbKzswFAJtXLyf1HEARfPXv2BEVRePnypcSvNTExQXl5OfLz8+WQGUEIxuFw8PjxYwwdOhQ6Ojr19lEUheDgYPTs2RMGBgYKypBoCT5+/Ah/f3+oqalh9erVdFEWomkwKYZSbUTLMHToUFAUhX/++QcZGRn19j1//hwhISFgMBjo1KkT3SjkJzo6GgBkMuKENPQIguBLX18f7du3l2r4JrekeHp6uqzTIgihMjMzUVlZic6dO/PsS0xMRGZmJlxcXBSQGdFSFBUVYdeuXQCAn376Cfr6+grOqOVR9Jw8MkevZfLx8YGqqioKCwvh5OSE/fv34+7du9i7dy9GjhxJj3KaM2eO0Dh37twBg8FAnz59Gp0TaegRBCFQr1698OrVK1RVVUn0Ol1dXWhra5OGHtHkUlJSwGAw+K6FFxISAnNzc9ja2iogM+JLkJmZievXr9NDqxpis9nw8/NDdXU1vL290a5duybOkADIHD1CMWxsbODr6wuKopCWlobFixfj66+/xrJly5Cbm0sfs2jRIoEx3r17h7CwMACQyYeSpKFHEIRAPXv2RHV1NV69eiXR6xgMBiwsLEhDj2hyHz58gLm5OU8Vzfz8fDx79gwuLi5gMMiDFyGd9PR03Lx5Exs2bMCePXsQExNDL34MADt37kRRURHGjBkDBwcHBWbasjGg+Hl53I2827Qsa9aswbZt26CpqQmKoupt3bt3x82bN6GlpSXw9Tt37gRQW7lz1KhRjc5HqoZeTEwM/Pz8MHr0aFhZWUFDQwM6OjqwtbWFt7c3Hj16JDJGRUUFrl27hiVLlqB///4wMDCAmpoaDA0N4eTkhPXr1yMrK0ua9HgUFBQgMDAQGzduhJubG4yMjMBgMMBgMODl5SVRrFOnTqFXr17Q1NSElZUVli9fLrT8qZeXF30uBoOB27dvizyHtLkRhKyZmJjA3NxcqqUS2rRpQxp6RJNLSUlB+/bteb7/6NEjqKuro1+/fk2flASqq6vBZrMVnQYhgL29PVRVVWFnZwc2m43Dhw9jzZo1+O+//7B3716kpqaiT58+fJf1IJqOCsVUqo1oWVauXInU1FScPn0aW7duxa5du3D//n3ExcXB2tpa6Gv79OmDP//8EydOnKCreDaGxLODXVxc+FaTqaqqQlJSEpKSknDs2DHMmDEDhw8f5ruWxPPnzzFo0CAUFxfz7MvPz0dERAQiIiKwe/duHDp0CJMnT5Y0zXr69OmDlJSURsUAgI0bN8LX15f+d1paGv3LCw0Nhba2tsgY69atw9dff93oXAiiqfTq1QsPHz5ETU0NVFRUxH5dmzZtEBwcjKqqKoFryhCELFVWViIjIwNDhgyp9/3q6mo8evQIAwYMUPh6eWw2G5GRkXj9+jXKy8tRVlaGsrIy+ms2m402bdpgzZo1Cs2T4E9LSwtdu3ZFcXExVqxYgbS0NISGhuLWrVsAAAsLC5Hzbwj5U6Zql8qSB9G0DAwMMHXqVIlf5+PjI9M8JL7/uJ/QW1hYYOnSpbh06RIiIyPx+PFj/P777/QifydPnhTYI1VUVEQ38pydnbF161bcvXsXMTExCAwMxLx586CiooKioiJMmzaNfgOVVt0S75aWlhg5cqTEMV69eoUNGzZAU1MTmzZtwuPHj3H+/Hl07twZsbGx2LRpk1hxnj59ioCAAInPTxCK0rNnT5SXlyMpKUmi17Vp0wYURfFUniIIeUlNTQWHw+GZFxUTE4OSkhKeBmBTqqioQFBQENatW4dTp04hLy8PqqqqMDMzg729Pbp3746amhpoaGiQ3iAl17dvX7x//x55eXmwtLTE1KlTsWTJEgDAlClTFJwdAZA5egTBJXGPnp2dHfz8/DBp0iSeT/cHDBiAGTNmwNnZGYmJiTh79izmz5/P88eVyWRi8uTJ8PX1RdeuXXnOMWrUKIwePRoeHh6oqanBkiVLkJSUJPW8iiVLlqBjx47o378/LCwskJKSgg4dOkgU4+LFi+BwONixYwf9hj5gwAA4OzvD1tYWFy5cwLZt24TGMDIyQm5uLtatW4dx48aReSJEs2BlZQUDAwM8e/YMdnZ2Yr/O3NwcDAYD6enpfIfSEYQssdls3Lx5E9ra2rCwsKi3Lzg4GHZ2djAzM2vyvEpKSvDw4UMEBwejvLwc/fr1w8iRI2Fubk4fk5ycjIMHD6J169aYP38+LC0tmzxPQnzdu3eHmpoaYmJi6A+Ora2twWAwkJOTI7RsOtE0GBQDDCVZ1kBZ8iBaJokbetevXxe638jICLt27cK4ceMAAJcuXeJp6A0cOBADBw4UGsfd3R0TJ07E5cuXkZycjNjYWKnLjP7vf/+T6nV1cXsyhw0bVu/7bdq0gZ2dnVhrja1cuRIrV67Es2fPcOXKFUyaNKnReRGEvDEYDPTs2ROxsbHw9PQEkyneQAB1dXV64XSCkCcOh4MTJ07g7du3WLx4cb0PIT98+ICUlBTMnz+/SXNis9m4fv06goODweFw4OzsjK+++gqGhob1jgsPD8fZs2fRoUMH+Pj4yGROBiFfmpqaaNu2Ld69e0d/T11dHYaGhsjMzFRgZgQXGbpJKIKghdIFYTAY0NbWhoGBgdw+EJfLCp5Dhw6lv05OTpY6zrBhw3D58mU6jizWk5CWiYkJgNpPhrt160Z/PysrC2/evBHrk+JFixZh165dyM7Ohq+vLzw8PMR+aCYIRerZsycePHiAjx8/SvRmRAqyEE3h33//RXR0NGbPns2zdEJwcDAMDAzqvW/LW2lpKQ4dOoTk5GSMHDkSw4YN42nA1dTU4MqVK3jw4AEGDRqEyZMnk0W1m4mamhqkpaXB1dW13vfNzMxIQ09JKNOQSWXJg5C/oUOHSj1aT1dXF8OHD8eSJUt4OpUaQy6tjLprbklSvKGhyspKmcSRhQkTJgAAVqxYga1btyIiIgKXLl3CV199hdLSUnh6eoqMwWKxsGrVKgBAfHw8zp8/L8+UCUJmbGxsoKGhgYSEBIlex23o1Z0nSxCyFBwcjKCgIHh6evJ8GFhSUoKoqCgMGTKkyT5Uy87Oxs6dO5Geno4ffvgB48eP52nklZaW4u+//0ZwcDCmTJmCadOmkUZeM/L+/XtUVlaiS5cu9b5vbm4us2rhROMwKYZSbUTL0XBJBXG3oqIiXLt2DSNGjMDcuXPrLdvSGHL5yxIcHEx/3fCNUBFxZMHBwQFLly7Fnj17sHr16nr7unXrhnXr1okVZ/78+fjtt9+Qnp6ODRs2YPLkyQpvxBKEKJ8+fUJlZWW9eUXiaNOmDcrKylBQUAADAwM5ZUe0VFVVVbhx4wacnZ3rjSThCg8PBwCRUwVk5c2bNzh06BB0dXWxcuVKGBsb8xyTmZmJf/75B2VlZViyZAk6d+7cJLkRspOQkAAWiwUrK6t63zc3N0deXh4qKyuhoaGhoOwIoLahp6IkDSzS0Gs56lbmFwdFUSgtLUV2djZiYmLoNYv9/f2hrq6Ov/76q9E5ybyhx+Fw6hUlEaeni59nz57hxo0bAGrXrVF0Qw8A/vjjD3Tu3Bl//fUXkpKSYGhoCE9PT2zcuBF6enpixdDU1MTq1auxaNEivHnzBqdPn8bMmTPlnDlBNE50dDQ0NTVhb28v0eu4RSXS09NJQ4+QuSdPnqC0tJRnCB1Q+7coJCQEDg4O0NHRkXsujx49wrlz59C5c2fMnj0bLBaL55gXL17g6NGjMDAwwM8//wwjIyO550XIFofDQUxMDOzs7Hh6iblTOLKzs9G2bVtFpEf8HzJ0k1AESRt6DcXFxWHu3LmIiorC/v37MW/ePHTv3r1RMWU+lmX37t2IjIwEAHh4eMDBwUHiGJWVlZgzZw7dbenn5yfTHBtjwYIFiI+PR1VVFTIzM7F37160atVKohhz5syh/whs3LiRLI5LKL2YmBj06NEDampqEr2udevW0NLSIvP0CLl4+vQp7O3t+TaY0tPTkZ+fjwEDBsg9j5CQEJw5cwaDBw/GwoULeRp5FEXhzp07+Oeff2Bra4vly5eTRl4z9fTpU2RnZ2PEiBE8+7jPLGQYruIpeqgmGbpJSKNXr164e/cuPVrg8OHDjY4p04ZecHAwPQfNxMQE+/fvlyrO4sWLERUVBQCYNWsWxo8fL7MclYG6ujrWrl0LoLbIzLFjxxSbEEEIkZGRgczMTPTt21fi1zIYDFKQhZCb3NxcnuFzXNyHbn49a7KUnJyMCxcuwMXFBd9++y3PUPyqqiocO3YMV69ehaurK+bOnavwRdsJ6dTU1ODGjRvo0aMH36JUubm5AMBTWZVoetzlFZRlIwhx6evrY8GCBaAoSuIqnvzIrKEXHx8PDw8PsNlsaGpq4uLFizA1NZU4ztatW+kWrKOjI/7++29ZpahUvL290bFjRwDA5s2b6xWwIQhlEh0dDS0tLamHT5OGHiEPNTU1KCwsVOiQ4M+fP+PQoUPo2LEjvvnmG5791dXV2LdvH+Li4vD9999j/PjxpNJyM/b48WPk5eXRy0c1lJubCz09PTI/TwkoeoF0smA60RhOTk4AgI8fPzY6lkzGF7x//x6jRo1CQUEBVFRUcO7cOZ6188Rx4MAButCJnZ0dvfjtl0hVVRXr1q2Dl5cXPnz4AH9/fyxYsEDqeNyqPdK+jlRFFK0lXiuKohAdHY1evXpBRUVFrJ+94XWysLBASEgIKioqyANQHS3xfpKGoOvUsGIZv9fVPU7W2Gw2Dh06BCaTidmzZ4PJZNY7T01NDY4cOYL3799j8eLFsLGxkevvmtxP4mnMdbp37x769OkDCwsLvq/Pzc2FoaHhF/E7ULb7SdI8lGnIpLLkQTQf3ClhxcXFjY7V6IZeRkYGRowYgYyMDDAYDBw5cgTu7u4Sxzl79iwWLlwIAGjXrh3u3r37xc9h+O677+Dn54fExERs2bIF3t7eUg/pKSwslLqhV1JSAgBSr/3RUrTEa5WdnY2KigrY29ujsLBQrNc0vE5WVlbQ1dVFREQEevXqJcdsm5eWeD9JQ9h1MjIyQmlpKd97s7y8HHp6eigrKxP73pXE7du38fnzZ3z33XegKKreOSiKws2bN5GSkoIZM2bA2NhYLjnURe4n8Uh7ncrKylBRUYEuXboI/F0WFxfD1NRU7r/rpqBs91NRUZFEx5OGHtGcff78GQB4luaRRqMaerm5uRg5ciTevXsHAPjzzz+lqiAZEBCAmTNngsPhwNzcHEFBQXS1vi+ZiooKfH19MX36dKSnp+PAgQNYunSpVLH09fXFrvxZF7dxqK+vrxRv5sqsJV6rhw8foqamBj169BB7GZCG10lfXx8dOnRASEgIhgwZ0mKunSgt8X6ShrDrxOFwUFFRAX19fb6vLSoqQklJCc8i6o31+vVrhISEYNq0aXyHNF+9ehVhYWGYOXOmVHNbpUHuJ/FIe50yMjJQVFSEjh07Crzf0tPT0bZtW4H7mxNlu58kzYFBQWnmxjGUo1OUaEYiIiIAQCbVe6Vu6BUWFsLV1ZVe82Hbtm1YtGiRxHGCgoIwefJksNlsGBoa4u7du7C2tpY2rWZnypQp8PPzQ3x8PLZt2wYfHx+p4jAYDKnfjLmvVYY3c2XXkq4Vd9hm7969Ja4i1/A6DR8+HLt378br16/RtWtXeaTbLLWk+6kxBF0nFouF8vJyvtevVatWMDExQWJioswbW4GBgWjbti2cnZ15zn3nzh3cvXsXnp6eTVLxsy5yP4lHmuuUlpYGTU1NmJiY8H1dVVUVCgsLYWxs/MVcf2W6nyTNQZViQpVSjvmwqkoy/JVoHkpKSrBv3z4wGAyppsE1JNV/BWVlZXBzc0NMTAwAYM2aNfj5558ljhMeHg53d3dUVlZCT08PgYGBEq/T1dwxmUysX78eAJCVlYV9+/YpNiGC+D8vX75EXl4e+vTp0+hYNjY2sLKywoMHD2SQGUHU0tLSQllZmcD9tra2SEpKkuk53717h8TERLi6uvI8fIaFheHq1asYPXo0hg0bJtPzEor18eNHWFpaCiymk5eXBwAwNjZuyrQIARhQ/JIK3I1BirEQYoqPj8eoUaOQmpoKAJg9e3ajY0rco1dVVQUPDw+EhYUBAJYuXYrNmzdLfOK4uDi4ubmhtLQU2trauHnzplSfug4dOhTBwcEAaovC8Ct5rOwmTZqEnj174tmzZ9i+fbui0yEI5Obm4vjx4+jatatMhr0xGAwMGzYMJ06cQGZmJszNzWWQJdHSsVgsoQ29Tp064dGjRygqKpJqaDs/gYGBMDMzQ8+ePet9//379/RaemPHjpXJuQjlkZqaKnThYu7SCl96bYHmgqFEDSxlGUJKyN/GjRslfk1ZWRmys7MRExODly9fAqh9Zpo7dy569OjR6JwkbuhNnToVd+7cAVA7HGv27Nl0Yvxoa2ujQ4cO9b6XnJwMV1dXerLh5s2boa+vLzSOpaWlxAuTc8XFxSEuLo7+N/cNGQDevn3Ls47dN998Ax0dHanOJQ0Gg4ENGzZgwoQJ9XIjCEWorKzEP//8A21tbXz//fcyKwfft29fXL16FQ8fPsTUqVNlEpNo2VgsFjIzMwXu79SpEwAgKSlJJsM309LS8OLFC8yaNYvnv4t79+7BxMQE3377rVIMdSNkS9SHBbm5uVBVVZXZBwpE4zApJpiyXSpaakwydLPFWL9+faPe/7lzY2fMmIE///xTJjlJ3NC7cuUK/fX9+/dFtjZdXFzw8OHDet8LDQ3Fp0+f6H8vW7ZM5HmPHj0KLy8viXLlunr1KjZs2MB3X1hYGN07yTV06NAmbegBgLu7OxwcHOiF4glCESiKwqlTp5CXl4cVK1bIdLFpNTU1DBkyBIGBgRg/fvwXu3QK0XRE9ejJep7egwcPYGBgAAcHh3rfz8/PR1xcHL799luyTt4XysLCAmlpaQL3c5dWIL9/5cCklGf9OlJ1s2WRdkkSHR0dDB06FIsXL8aoUaNklo9M1tEjZGPjxo0YM2aMotMgWrB79+4hOjoac+bMgYWFhczjDx48GLdv30ZYWJhM38iIlklUQw+onaeXmJgok/OlpaWha9euPBVoQ0JCoKmpiX79+snkPITyadu2LV6/fi1wf25uLhm2qUTI0E1CESStQ8BgMKClpQUDAwN06NBBLh8USdzQk8XimV5eXlL3zjXUsLeQn/Xr19MFT5rasWPHeIaGCjJ69GilWZyUaHkSEhJw9epVjBo1SiYFWPipqKgAg8EAm82WS3yiZTEzM0NJSQny8vJgaGjI9xjuPL3CwsJGl73nV5yoqqoKYWFhGDhwoNTroBLKr23btggJCUFFRQXf33Nubq7Ml/EgpEd69AhFcHFxUXQKPMgYA4IgkJubiyNHjqBLly4YP368XM5BURTOnDkDXV1dDB8+XC7nIFoWOzs7MJlMofO7uXPE09PTG3Wu8vJylJWV8TQonz59irKyMqX8A0/IjpWVFSiK4jt8k6Io0qOnZJgcplJtBKEo5O4jiBauqqoKBw8ehJaWFry9veU2x+TJkyd48+YNpk6dSno+CJnQ0tKCjY2N0IZe69atwWQyG13oils+v2FDLz8/H+rq6tDQ0GhUfEK5mZubQ1VVFR8/fuTZV1RUhOrqatLQUyIqHBWl2ghCUUhDjyBaMG7xlU+fPmHevHlyK5BSXFyMy5cvw9HRscWtlUnIl729PRITE1FVVcV3v4qKClq3bk031KSVn58PADAwMKj3/WHDhkFVVRX//vtvo+ITyk1FRQXW1tZ48uQJOBxOvX1kaQXlw+QwlGqTRnZ2NgICArBmzRqMGDEC+vr69AL24k5HOnbsWL2F74Vt4kwzKisrw86dO9GvXz8YGBhAR0cHXbp0wfLly/l+CCJIfHw85s+fDxsbG2hpacHY2BhDhgzBgQMHJJrace7cObi6usLc3Byamppo3749ZsyYgYiICLFj5OXlwdfXFz179oS+vj709PTQs2dP+Pr6SvR3Q9DfIFmqrKyU+DWkoUcQLVhQUBCioqIwY8YMtGnTRm7nuXTpEoDapUsIQpa6deuG6upqoQVXjIyMGt3QKy4uBgCoqtaf2q6jowN3d3dEREQgOTm5UecglJubmxtSU1MRHR1d7/vce6vhhwCE4jAoplJt0jAzM4O7uzv8/PwQFBSEoqIiGV8lySQnJ6NPnz5YuXIlnj59ioKCApSWluL169fYtWsXevTogZs3b4qM4+/vj759++LAgQNITk5GRUUFcnNzERoaivnz52Pw4MEi368rKiowbtw4esm3rKwsVFZW4sOHDzh16hScnZ2xadMmkbk8ffoU3bt3x8aNG/H8+XMUFRWhuLgYz58/x8aNG9GjRw+xq+F36NABe/bsQUVFhVjHSyImJgYTJkzAjh07JH4taegRRAv1+vVr/Pvvvxg5cqRMSs8L8urVKzx9+hSTJk2Crq6u3M5DtExmZmYwNDREfHy8wGMMDQ0bPXSzW7duUFdXx71793j2DRw4EO3bt8e5c+dQU1PTqPMQysvGxgY9evRAQEAAqqur6e9z1/jNzs5WUGZEQ0yKUbuWnlJsjS/G0rFjRwwZMqRRMQIDA/HixQuB24QJEwS+tqSkBGPHjsWbN28AAD4+PggKCkJ4eDi2bNkCHR0dFBYWwtPTE8+fPxeaw9y5c1FZWQlTU1Ps3bsXT548wa1btzBx4kQAQEREBCZOnMjTc17X7Nmzcf36dQC1oyquXr2KyMhI+Pv7w9raGhwOB+vWrcPhw4cFxkhPT8e4ceOQmZkJVVVVrFy5EiEhIQgJCcHKlSuhqqqKjIwMjB07Vqw53pmZmfjpp5/QoUMHbNy4EUlJSSJfI0xVVRWuXLkCNzc3ODo64r///pMqDmnoEUQLlJycjMOHD8POzg7u7u5yO09lZSXOnj2Lzp07o3///nI7D9FyMRgM2NvbC52nZ2ho2OgePX19fQwdOhQPHz7k+WSdyWTi22+/RUZGBoKDgxt1HkK5ubu7Iz8/H48ePaK/Z21tDS0tLaH3ING0GBTj/xp7it+kXV5h3bp1uHHjBnJzc5GcnCxwPWhx2draolu3bgI37gcW/Pz222/08iI7duzAwYMHMXz4cDg5OWH16tW4c+cOVFVVUVZWhh9//JFvDDabjcWLF4PD4UBPTw9hYWFYsmQJ+vXrh6+//hqXL1/GwoULAdQuWXPq1Cm+cYKDg3HmzBkAwLhx43D37l24u7vD0dER33//PSIiItC2bVsAwMqVK/H582e+cdasWUN/OHPmzBls374dgwcPxuDBg7F9+3b6HNnZ2fj111+FXlugdnkqe3t7ZGdnY8OGDbCzs4OjoyO2bduGhw8f0qNChHnz5g1Onz6N77//HqampvD09MStW7fAYrGwZs0asdYdb4g09AiihXn69Cn27NkDCwsLzJ49W64L/F6/fh1FRUWYOnUqGAxSYpqQj3bt2iEvL09gb5qRkRFKS0sbPaRm5MiRYDAYCAwM5JvD4MGDcfnyZZw8eRIFBQWNOhehnMzNzeHk5IRbt26hvLwcQO38PXt7e7x48ULB2RFcih6qKYuhmxs2bMCYMWMELh3TVKqrq7Fnzx4AQJcuXfC///2P5xgnJyfMnj0bQO1acg2HNwPAv//+i7dv3wIAfvnlF1hbW/Mcs3PnTrRu3Zr+mh/u8EUVFRXs27ePZ11TIyMjbN++HQBQUFAAf39/nhjZ2dl0Q9LV1RWenp48x3h6esLV1RUAcOLECZE99sOHD8ezZ89w6tQp2NnZgaIoREdHY82aNfjqq6/QunVr2NraYtCgQRg3bhxmzpwJT09PjBgxAn379kWrVq3QtWtXzJw5E8ePH0dhYSE0NTWxYMECvH37Fhs3boSOjo7QHPghDT2CaCEoisKtW7dw9OhR9OnTB0uWLAGLxZLb+T5+/Ij79+/Dzc0NJiYmcjsPQairqwMQPBme+6DU2OGb2traGDlyJEJDQ/HmzRuehqWnpye++eYbvHjxAuvXr8e1a9foxgDx5XBzc0NlZWW9Ybzdu3dHamqqwN4Domkpfrhm/a05e/jwIX1fz5o1S+CHw3XXx75y5QrP/qtXr/I9ti4Wi4XJkycDAF6+fMkz/LGkpARBQUEAaj94s7S05Btn4sSJ0NPTE5hLQEAA/f7t7e3NN0bdPGtqahAQECDwOC4Gg4Fp06YhPj4ed+7cweTJk6GpqQmKosDhcPD27Vs8fvwYN2/exOnTp3HlyhU8ePAAsbGxKCoqAkVRoCgK3bt3x59//omMjAz8/fffMDU1FXluQSReMJ0giOaHzWbjzJkziIiIgJubG8aMGSPXHrbS0lIcOnQIlpaW+Oqrr+R2HoIA/n9Dr7KyElpaWjz7uQ29vLw8gQ8G4ho2bBgiIiKwZ88eaGpqwtbWFl26dEGXLl1gbGyMYcOGYcCAAbh79y6CgoLw6NEjjB49GoMHD4aamlqjzk0oh9atW2PYsGEICgrCkCFDoK+vj65du4LBYODly5cYNGiQolNs8VQoFahAOZY1UKEoRafQKKGhofTXwtYLdXBwgLa2NkpLS+sNbW4Yp3PnzjAzMxMYx8XFBQcOHAAAPHr0CJ06daL3RUZG0pUnheWirq6OAQMG4M6dO4iMjER1dXW9919xf6a6+x49egQfHx+BxzY0YsQIjBgxApWVlXjy5AlCQ0MRHh6OtLQ05OTkID8/H5qamjA2NoaxsTG6d+9ODx1t166d2OcRhTT0COILV1ZWhoMHD+Ldu3eYNWuW3OfKVVVV4fLly6ipqcG8efN4hlUQhKxx17AT1KOnp6cHNTW1Rs/TAwBNTU34+vri48ePSEhIQEJCAi5evAgOhwMDAwN06dIFI0aMwPjx4zFkyBDcuHEDly9fxoMHDzB+/Hj07dtXrsOliaYxatQohIWF4caNG5g2bRq0tbVhbW2NsLAwODk5kfc9BWOACYaSDFpTljy8vLyQkJCAgoIC6OnpwcbGBiNGjMCCBQuEVt1OSEigv7azsxN4nKqqKqytrfH8+fN6rwFqe+LS0tJExmi4v2EccXPh7r9z5w7YbDaSkpLQtWtXnjj6+vpCG53m5ubQ09NDUVERTy7i0tDQwJAhQxpdTEdaynH3EQQhF7m5udi5cyfS09OxZMkSuTfyKIrC6dOn6XX5SLlxoikUFhYC+P89ew0xGAyZVN7kYjKZaN++PUaPHo2ffvoJv/32GxYsWIAePXrg1atX+O2335CcnIxWrVph+vTpWLt2Ldq0aYOjR49ix44ddOU6ovlisVj4+uuvER4eTs/dmTBhAtLS0vgOFSOaFlPJ/qcMgoOD8enTJ1RXVyMvLw9PnjzBli1bYGNjQ/eg8ZOamgqgdui6sIItAGBlZQUAyMnJqbfmW1paGqj/69kUNaqCG6Puufn9WxZxxBnhwY3TMEZzoRx3H0EQMpecnIwdO3aAw+FgxYoV9YY/yMuNGzcQFRWFsWPHynToAUEI8/z5c1hZWQl9CLG0tMS7d+/kcn5NTU10794dkydPxpo1a2Bubo69e/ciLi4OQO2nwvPnz8dPP/0EJpOJPXv24K+//qI/4SaapyFDhqBVq1a4ceMGgNoS+N988w0ePHiAp0+fKji7lo3bo6csGwAUFRXV26RZ/FoaHTt2xPLly3H58mVERkYiMjIS586dg6enJxgMBioqKjB//nwcPHiQ7+u51SLFKQSira1Nf11SUsITQ5w4gmLII44kP1PDGM0FaegRxBcoKioKe/bsgampKVasWNEkxVCePn2KmzdvYty4cSKHVBCErFRXVyM+Ph49e/YUelyXLl2Qmpoq9z/WLBYLS5YsQffu3XHo0KF6yy3Y2NhgxYoV8PHxQW5uLrZu3YoTJ04gPz9frjkR8qGmpgZnZ2e8fPmSLuwwZMgQ9OvXD6dPnxZr7S1CPhTdsOPX0LOysoK+vj69bd26Ve7XwcPDA2/fvsXOnTsxceJEODo6wtHREd9++y0uXLiAgIAAeu7asmXLkJWVxRODW61Y0IiJurjD6AHUK0RVt+KxqDiCYsgjjiQ/U3MtrEUaegTxBaEoCrdv38aRI0fQu3dv/PDDD1KV45XUu3fvcPLkSfTv358uR0wQTSEpKQkVFRUiG3rccteJiYlyz0lNTQ3ff/89hg0bhvPnz9ML+wK1w0h79+6NX3/9FZMnT0Z8fDzWr1/PdyF2Qvl16dIFFRUVSElJAfD/q+6ZmJjg4MGDKCsrU2yCLVRt80pZ/ldb+Cw1NRWFhYX09ssvv8j9Oujr6wstvDZ27Fj4+voCqJ3Pz28pAk1NTQCC50DXVbeXsm5hLG4MceIIiiGPOJL8TPwKfTUHpKFHEF+IoqIiHD9+HAEBARgzZgy8vLyapMpfXl4e/vnnH7Rv3x7Tpk0j6+URTerZs2cwNDSEhYWF0ONat24NU1NTqSfUS4rJZOKbb75B7969ERYWxrNfRUUFLi4u2LBhAwYMGICrV6/Scw2J5qNt27ZgsVj17it1dXX4+PigpKQEx48fB4fDUWCGLRODwVSqDagtClV3q9vjpEg+Pj703+26IxC4dHV1AYg3dLG0tJT+uu6HzNwY4sQRFEMecST5mZriQ3N5UOqGXkxMDPz8/DB69GhYWVlBQ0MDOjo6sLW1hbe3N9/yrQ1VVFTg2rVrdCEKAwMDqKmpwdDQEE5OTli/fj3frmp+MjIy4OXlBWNjY7BYLLi4uAj9FDYlJQUMBoPeBgwYIPIc69evp4/nfkJIEMKUl5fj+vXr8PX1xYsXLzBr1iyMHTu2SRpc5eXl2LdvHzQ1NTF37lxSPp5oUhwOB8+fP0fPnj3Fut+7dOmC169f00UBmkJGRka9am8NaWpqwsPDA6qqqggPD2+yvAjZYDKZ6Ny5M0+BHWNjY3h7e+Ply5cIDAxUUHYtF4OholSbMjMxMYGRkREA8B1uzC1YUlpaKnKdSG7BEmNj43oN2bpFT0TNTa5b9KRuQRV5xBFnnjQ3TsMYzYXSLq/g4uKCkJAQnu9XVVUhKSkJSUlJOHbsGGbMmIHDhw/zHWf7/PlzDBo0qN7kTa78/HxEREQgIiICu3fvxqFDh+hFGvnJyMhA//79690UISEhcHV1xfHjx/Hdd9+J/JmePHmCGzduwM3NTeSxBCFKdXU1QkNDcfv2bVRUVGDo0KFwdXWtNwFZnmpqauDv74/Pnz9j+fLlzfbTLqL5SkpKQmFhIXr06CHW8R06dMDDhw9RWVlZbwiQvGRnZyM7OxseHh5Cj9PS0oKjoyNCQ0MxatQoUpq/mbG1tcXFixdRU1NT73fXrVs3jBkzBtevX0fbtm1hb2+vwCxbFqaKKlQYyvGIy6QoQMk7dYV9+NW1a1dcvnwZAPD69WuBnRZsNhvJyckAaj9Uq0tHRwdWVlZITU3F69evheZSd3/DOHU/NBM3jqqqKmxsbHjiREdHo7CwEFlZWQKXWMjMzERRURHfXJoLpe3R436qYGFhgaVLl+LSpUuIjIzE48eP8fvvv9Nrfpw8eZJeub6hoqIiupHn7OyMrVu34u7du4iJiUFgYCC9xldRURGmTZuGW7duCcxn2bJlSEtLg5OTE/777z88evQIy5YtA0VRmD9/vtjrM61bt06Cq0AQvDgcDiIiIrBhwwZcvnwZPXr0wIYNGzBx4sQma+QBwOXLl/H69Wv4+PjA3Ny8yc5LEEDtfJKTJ0+iffv2PH/EBeH+99FU86aeP38ONTU1sYoTDRkyBJ8/f8aLFy+aIDNClkxMTMDhcFBQUMCzb/To0ejatSuOHj0qs+U9CNEUPVST39BNZfXp0yf6GZbfEPhBgwbRX/Mb2skVFRVFD3N0dnYWGOfNmzdCR9LVPUfDOI6OjnTHjrBcqqqqEBERwfOahrmIiiMsl+ZCae8+Ozs7nD9/Hh8/fsQff/yBSZMmwdHREQMGDMCyZcsQFxcHW1tbAMDZs2f59v4xmUx6svujR4+watUqjBgxAr1798aoUaPwzz//4PLly2AwGKipqcGSJUv4fqpRWVmJa9euwcrKCnfv3sXYsWPh7OyM33//HT/88ANKS0vp8sqCcLvFY2Ji8O+//8rgChEtDUVRePHiBfz8/HDixAlYWVlh7dq1+O6779C6desmzSU4OBgPHz7E5MmTSYVNoslRFIXjx4+jsrISc+bMEXsBchaLBaBpG3pdunQRq7KblZUVOnTogNDQ0CbIjJAlQ0NDAODbkGMymfD29gaLxcLBgwfFKv5ANB6DyVSqTZkdPHiQfvZ1cXHh2T906FDo6+sDAI4fPy6w9+/YsWP01/xGMUyYMIHvsXWVlZXhwoULAGp73bjP+Vy6urr46quvAAD37t0TOPTyypUrdE8cv1zGjx9P/904evQo3xh182QymRg/frzA45SZ0t59169fx+TJkwUOYTEyMsKuXbvof1+6dInnmIEDB+L8+fNC50e4u7tj4sSJAGrXHYuNjeU5Ji8vD5WVlejXrx9Pjwn3hhNVRtnLy4suce/r69ukc0QI5VFTU4Po6GiEhYUJ3MLDw+nt8ePHePz4McLCwrB7927s378fLBYLy5cvx7x58xTSkxYfH48LFy5g+PDhGDJkSJOfnyDu3buHFy9eYObMmTAwMBD7dU3Z0CsuLsa7d+/EHlYK1PbqJSQk4NOnT3LMjJA1AwMDMBgMgSN7WCwW5s6di+zsbJw/f76Js2uZGCoqSrUpQkpKCt9n2rquX7+OTZs2AaidL+zt7c1zjLq6On744QcAQEJCAn777TeeYx4/fkxX7HRxcYGjoyPPMR4eHrC2tgYAbN26lR7mWdeKFSvonvEVK1bwzXn58uUAaoeKLlq0iF7ahCs3Nxc///wzAKBVq1aYM2cOTwwzMzNMnz4dABAYGMi3DXHx4kV6fu2MGTMEDu9UdsoxgFlKQ4cOpb/md8OIa9iwYfT44+TkZPTp06fe/tatW0NVVRVRUVEoKyujHxYA4OHDhwAg8gbQ1tbGypUrsXz5crx48QIXL14UOieQ+PKkpKQ0am0lS0tLLFy4EPb29gqrbJmRkQF/f3/Y29vTH5AQRFNKTk7GtWvXMGrUKHTv3l2i1zZlQ+/ly5cAIFGOffr0waVLlxAaGopJkybJKzVCxlRVVdGqVSuhQzMtLS0xceJEXLhwAWPHjm3yURgtDYPJUJohkwxKur/Xjx49wtu3b+l/152TFhcXx9Mr1nAaU0pKCoYNGwYnJyeMGzcOvXr1gomJCSiKwrt373Dp0iVcunSJ7nj47bff6GlRDa1YsQLnz59HYmIiVq5cibdv32LKlCnQ0tLCgwcP4OfnBzabDS0tLfzxxx98Y6ipqWHv3r0YN24cioqK4OzsjLVr16Jfv34oKCjAoUOH6GfxQYMGYcaMGXzjDB8+HFOmTMG5c+cQEBCAkSNH4scff4SFhQVevHiBLVu24OPHjwCAbdu2CfxvbcuWLbh9+zZycnIwdepUREVFYezYsQBqG8DcziRjY2Ns3ryZb4zmoFk39OoOgWjM5PW6a23wi6OlpQVXV1fcuHEDo0aNwi+//ILWrVvj6tWr+OOPP8BisTBmzBiR51m4cCF27dqFzMxMrF+/Ht98843YQ46I5q20tJR+E121ahXatm1L76vbuyuop5eiKDCZTIUuXVBcXIz9+/fDwMAA33//Pbl3iSZXUlICf39/dOzYEePGjZP49dw5201x7z579gwdOnSoVw5cFDU1NfTt2xexsbGkodfMGBoaipyr369fP1y+fBkxMTH0aCBCPhhM5Zkbx6Cky+Pw4cM4fvw4333Xrl3DtWvX6n1PUL0K7sggQVgsFnbv3o25c+cKPEZXVxc3btzAmDFjkJSUhIMHD+LgwYP1jtHT08Pp06fRq1cvgXHGjBmDf/75B4sXL0Z2djaWLFnCc0y/fv3w77//Cn2uP3LkCIqKinDz5k08ePAADx48qLefyWTi119/xbx58wTGsLKywn///YcJEyYgKysL27dvx/bt2+sdY2ZmhqtXr9ar9tlYFRUViI6ORlZWFsrKyuDu7g49PT2ZxW+oWTf06k6SbEw1HHHi/PHHH4iIiEBYWBjd4gdqF0fdu3cvTE1NRZ5HS0sLv/zyC3744QckJCTgzJkzYlXrJJo/TU1NqKiooF+/fvUaeQDqNd6UdQ266upqHDhwANXV1Vi2bFmTVCwkiLo4HA6OHTsGNpuN77//XqoP98LCwqCjoyP36mlVVVVISEiQqsJyXl4ePcyfaD4MDQ1FDrnV0tKCvb09nj59Shp6cqZMc+MYHMXk0bdvX5w6dQqPHz9GVFQUMjMzkZubCzabjdatW8Pe3h5fffUV5syZI9Z7jo2NDWJjY/H333/j4sWLePv2LaqqqmBlZYUxY8Zg6dKlaNeuncg4Pj4+cHJywt69exEUFISMjAxoa2ujS5cumD59OubMmQNVVeHNEy0tLdy4cQNnzpzBsWPH8OzZM3z+/BmmpqYYPHgwFi9eDCcnJ5G59O/fHy9evMCePXtw9epVelmzDh06wN3dHT/++CM9B7exUlNTsXbtWpw/fx7V1dX091+8eFFvitmRI0fwzz//QF9fH3fu3Gn0c2GzbehxOBxs27aN/renp6dUcZ49e0YXUrG3txf4AGBjY4PIyEj88ssvuHPnDioqKtC7d2+sXbtWrN48rrlz52LHjh1IS0vDxo0bMXXqVFJKuwVQUVFBmzZtxFqzRdlQFIVTp04hNTUVP/74o0RzoghCVu7cuYOEhAQsWrQIrVq1kvj13CpsAwcOlPt6j0FBQaipqeGZBiAKm81GUlKSRH9TCOVgaGhYb9F0QRwdHXH48GF8+vSJNOjliKmmBiZTOdZ1ZXKkq8lw7NgxgUVLxKGrq4vp06fTc9FkgTsNaeXKlY2K061bN54eQWlMmzYN06ZNa1QMIyMjbNq0iZ6rKA9PnjyBm5sbCgoK6o3c4teIGz9+PBYuXIjq6mrcuXMHrq6ujTq3cnzcIYXdu3cjMjISQO0ETwcHB4ljcCu2cSdy+vn5CT2+Y8eOOH/+PAoKClBeXo7w8HCJ/yBraGhgzZo1AGrXgDpx4oTEeRPNk6WlZb0FPJuLW7du4enTp5g5cyY6dOig6HSIFujDhw+4fv06vv76a6HFtYSJjY1FWVlZvbLa8lBQUIDAwEAMHz6crrYsrvfv36OqqopUsm2GjIyMUFRUJLKqZrdu3aChoYHo6OgmyqxlUnSVzeZUdZOQr8+fP8Pd3R35+fkwNzfH/v37hS6jY2RkRLctRFX0F0ezvPuCg4OxatUqALXr1+zfv1+qOIsXL0ZUVBQAYNasWU1WOnX27Nlo3749AGDTpk31unCJL5eVlRWysrJQXl6u6FTEFhUVhevXr2PcuHHo27evotMhWiCKonDr1i106tRJqqGQXI8ePULnzp3l3ovy77//QlNTE6NHj5b4ta9fv4a2trZM54MQTYM70kHUPD11dXX06NGDfvYg5EPRDTvS0CO49u7dS/fgR0REYN68ebC3txf6mpEjR4KiKLpDqzGa3d0XHx8PDw8PsNlsaGpq4uLFi2LNj2to69atOHz4MIDaoRR///23rFMVSE1NDb/++iuA2k9wjxw50mTnJhSne/fuoCgKz549U3QqYklLS8OJEyfg6OiIr7/+WtHpEC1UXl4ePn/+jOHDh0tdRCUjIwPJyckYPHiwjLOr7+3bt4iKioK7uzu0tLQkfv3r16/RuXNnUuioGeL23ubn54s81sHBAZmZmVJXYCbEoMJUro1osf777z8wGAwsW7ZM7A/xuCNXGrOiAFezmqP3/v17jBo1CgUFBVBRUcG5c+ekWsfrwIEDWL16NYDahdlv3rzJsz6evM2cORNbt27F27dvsWXLFnh5eUFDQ0PqeBRFSbU2H/d1ZF0/0Rp7rfT19WFtbY2oqCj0799fxtnJVk1NDU6cOAETExN6fL+4Pze5p8RDrpN4EhMTAdQOnZf2Wj18+BC6urr0hy3ywOFwcOHCBbRv3x79+vWT+DxlZWX48OEDBgwYQN7L5Uhe10lfXx8qKirIyckRGdvOzg4sFgvR0dGwsLCQaR6yomz3k6R51PakKUf9A0bz61MhZIi7RIYk7RXuPHTuou+N0WwaehkZGRgxYgQyMjLAYDBw5MgRuLu7Sxzn7NmzWLhwIQCgXbt2uHv3rsTzKGRBVVUV69atw8yZM5GamopDhw5h8eLFUscrLCyU+uGgpKQEgPJWfFQWsrhWvXr1wt27d5GZmVlvPUZlExYWhuLiYsyaNUviNcfIPSUecp3Ek5KSAktLS1RXV6OwsFDi17979w7Pnz/HiBEjUFpaKocMa8XFxaGoqAgzZsygl3EQV01NDS5duoTWrVujXbt2Uv2c5H4SjzyvU5s2bZCfny/W78/KygolJSVS/a6bgrLdT5I+8CrTkEnS0GvZKioqAECiUR7cvyHSjAxpqFk09HJzczFy5Ei8e/cOAPDnn39i5syZEscJCAjAzJkzweFwYG5ujqCgIIXOhZg+fTr8/Pzw+vVr+Pn5Yc6cOVLH0tfXl2odDm7jUF9fXynezJWZLK6Vg4MDLl++jHfv3sHZ2VmW6clMRkYGXUyic+fOEr+e3FPiIddJPImJiejWrZtU16m4uBgXLlyApaVlo4Z+ilJWVoYbN26ge/fuEheL4XA4OHr0KOLj47FgwQJYWVlJlQO5n8Qjz+vEYrGQl5cHfX19kcdy52qLc6wiyOI6URQFikP93+LljbvWkr6ewVCihp6U6+gRXwYTExOkpaUhNTVV6BqDdXHn8Mqix1/pG3qFhYVwdXXFq1evANSucr9o0SKJ4wQFBWHy5Mlgs9kwNDTE3bt3YW1tLet0JcJkMrF+/XpMmTIFmZmZUheVAWrfBKV9I+W+ljwciNbYa6WnpwczMzOkp6cr5fXmcDg4ffo0DA0N4ebmRu4pOSPXSbjPnz8jJycHVlZWEl8n7rIgHA4HM2bMkOsyNjdu3EBNTQ3c3d0lzvH8+fOIjY2Fj49Po9f3I/eTeOR1nQwNDfHx40ex4tbU1EBFRUWpf1fSXqea6hpUllaippJNf09NSx3qOupSf9gi8XVSqrlxypIHoQj9+/dHWloaXdhOFDabjX/++QcMBkMm88qV+u4rKyuDm5sbYmJiAABr1qzBzz//LHGc8PBwuLu7o7KyEnp6eggMDBRZ8aapTJ48Gd27dwdQ24iV59AiQjmYm5sjIyND0WnwFR0djZSUFHz33XdyX2uMIEThLl7bpk0biV8bEhKCly9fYsaMGXLtNcnIyEBISAhGjx4t8XmuXbuGR48e4bvvvhP7k15CeRkaGopVjAWo/VDtS1xDl13JRll+ab1GHgBUl1ehLK8UnBpOk+TBVFVTqo1ouaZPnw6KonDs2DFEREQIPZbNZuP777+n56bPmjWr0edX2h69qqoqeHh4ICwsDACwdOlSbN68WeI4cXFxcHNzQ2lpKbS1tXHz5k2lKhPPYDCwfv16TJo0CZ8+fWrU4phE82BhYYEHDx6Aoiil+jSXoigEBQXBzs5O4b3dBFGXpL0AGRkZuHz5MlxcXOgP0uSBoihcvHgRRkZGGDZsmNivq66uxr///ouHDx/im2++gZOTk9xyVDYJCQm4d+8ez5xyFRUVeHp6NutFxA0NDVFaWory8nKRc2tqamq+uOqqFEWhokjw8kEUh0JlSQW09Jtgfjrp0SOUhLu7O4YNG4YHDx5g1KhRWLNmDTw9Pen9NTU1ePfuHe7evYs9e/bgzZs3YDAYmDhxIgYOHNjo8yttQ2/q1Km4c+cOAGD48OGYPXs2Xr58KfB4bW1tnsWck5OT4erqis+fPwMANm/eDH19faFxLC0t6Wo3TcXDwwO9e/dGbGwscnNzm/TcRNPT0dFBaWkpqqqqGlVpVdbevXuHjx8/0sWKCELR1NXVAdR+yimuqqoqHDlyBCYmJvDw8JBXagBqP0h88+YNFi5cCFVV8f6cZmdnw9/fH1lZWfj222/h4uIi1xyVSXV1NU6ePAkWiwUzM7N6+xISEhAaGopJkyYpKLvG4xZ2y8vLEzn/nzt080vCrmSD4ggvCseuYIPSrZ23J09KVYyFzNFr8S5fvozhw4cjLi4Oq1evxurVq+kP+nv37l3vgy+KojBgwACZdfwobUPvypUr9Nf3799Hjx49hB7v4uKChw8f1vteaGgoPn36RP972bJlIs979OhReHl5SZRrYzEYDGzcuFGssbtE8xcREYHOnTsrVSMPAB48eAATExOJi0kQhLxI09C7evUqPn36hFWrVtGvl4eqqipcvnwZ3bp1Q7du3UQeT1EUHj9+jAsXLqB169ZYsWKF1IVXmqvQ0FAUFRVh6dKlPOvfnj17FjExMfDw8Gi2PV2GhoYAagvIidPQa64/pyActnjDMjk1HKjIe+kDJrN2UwakodfitWrVChEREVi/fj327dtXr4ps3UYei8XC4sWLsXHjRpn9/VLahl5LM3bsWPTr1w+RkZGKToWQo/fv3yMlJQXz589XdCr15OXlITY2FpMnT/7iHj6I5ov7h666ulqs41NTU/Hw4UN4enrKfX2ye/fuobCwED/88IPIY8vLy3HmzBlER0dj4MCB8PT0VLoPeuStsrISgYGB6N+/P08jDwD69u2L0NBQvH//vtkOHdfV1YWamhry8vJEHvslztETeyZCU8xYYDKUpkcPlPJM0SAUR11dHX5+flizZg0ePnyI6OhofPr0CTU1NTA0NETv3r0xYsQImc8pV9qGniwW6fTy8mry3rm62rdvL9HP8eTJEzlmQygaRVEIDAyEsbGxWD0ATSk8PByamppKv5A70bJwCwKJ26N37949GBgYSLQwrTSKi4vpJUhEzSkrKyvDnj17kJOTg++//x4ODg5yzU1ZPXz4EGVlZRgzZgzf/TY2NtDX10d0dHSzbegxGAwYGhqKbOhxOBxUVVWJPdy3uVDVUENlSaXQYxgqDDCbYu4cQ4l69DhKkgehFLS1teHm5gY3N7cmOR+5+wiiiYSEhOD58+dwd3dXul6zd+/ewdbWFpqamopOhfhC1RRVoCzqA8qefkDNZ8EFG+qSpEevoKAA0dHRGD58uNx7Sl6/fo3q6mqMGDFC6HFlZWXYu3cv8vPz8dNPP7XYRl5ZWRnu3r2LQYMG0cMbG2IymfRcdQ6naSozyoM4Db2MjAxUVFSgXbt2TZRV02CqMqGqIbzxqqGt0SRFyBgqTKXaCEJRvqyPkwhCSaWkpODSpUsYOnQo+vTpo+h06qEoCunp6S2qKATRdDgV1cj3D0PJ/USAW1qdyYC2SycY+gwCkyV4HoIkDb3g4GBoaGjIpEqZKElJSTAzM4Ourq7AY8rKyvDnn38iLy8PP/zwg8g5W1+yoKAgVFdXw9XVVehxffv2xcOHD/H27VvY2to2UXayZWRkhKSkJKHHJCYmQlVVlaeA3JdAU18L5YXlPMsrAICGjgbUtOQ3b7YeVdXaTSkoSx5ES0TuPoKQs5KSEhw+fBhWVlaYOHGiotPhUVhYiJKSkhb9IErIB8WuQfamm6hMyALqVuPjUCgNTkJ1agHM/NzBVOf/p0iSoZsfP36EnZ1dk/RKv337FjY2NgL3l5eX46+//kJOTg6WLl3a4oquNPT69Wt07dpVZEXrDh06QE9PD69evWq2DT0DAwPk5eUJXT4nMTERHTp0kGuxIEVhMBhgtWKhproG7Irq2uugwoSaplrTDNnk5qFMVTeVJA9CMU6cONGo18+cObNRrycNPYKQIw6Hg2PHjqGyshJz5sxRyjkZaWlpAEAaeoTMlUW8R2V8Jv+dHApVb3NQGvoWul/Z8T1Ekh69wsJCnpL98lBcXIysrCyMHj1a4DFXrlxBdnY2aeT9n/bt2+PZs2cij2MymWjTpg2ys7ObICv5UFVVRU1NjcCGHofDQVJSEoYPH66A7JqOipoKVNQUWGyGyajdlIGy5EEohJeXl9TDlRkMRqMbeuRjBoKQo9u3byMhIQHe3t4wMDBQdDp8paWlQUtLS2nzI5qv4ruvhZfiYwAldxIE7mYymVBVVRWrR6+wsFDm1cr4efPmDQAILBhSVVVFzxVs27at3PNpDjp16oT8/HyxqlGampoiKyurCbKSj6ysLJiYmAich52Wloby8vJm22PZXHB79JRlI1o2iqKk3hpL+boXCOIL8erVK9y4cQNjxoxR6rXp0tLS0KZNmyaZIE+0LOycYkDYHyoKYOeUCI2hpqYmsqFXXV2NsrIyuTf0KIrC3bt3YWNjI/CDkWfPnqGiooJUsK2jU6dOYDAYSExMhJOTk9BjzczMEBIS0mwXFM/KyoK5ubnA/YmJiVBTU0P79u2bLqmWSIVZuykDso5ei/b+/XuRx5SWluLNmzc4e/YsLl26hIEDB+LgwYPQ1tZu9PlJQ48g5KC0tBTHjh2DnZ2d0CFeykDYXBKCaAwVA22wM4sEN/YYgIoBS2gMdXV1kUM3uYvP6unpSZWnuJ49e4bU1FT8+OOPAo958uQJrK2tYWRkJNdcmhNtbW20adNG7IYeh8NBTk5OkwzFlbXMzEx07txZ4P7ExER07NiRnn9KyAmDoTzLK5C/ry2auNV1u3btCg8PD1y8eBHTpk3DwoULcf/+/UafX0n+KyCIL8vDhw9RWVmJmTNnKt1SCg117NgRKSkpYi9KTRDi0h3eWWSPno6A+Xlc4jT0qqqqAIi/3p40OBwOrl+/js6dOwscdvf582ckJCSQ3jw+bG1tkZSUJHIoEncx9eY4fLO4uBglJSUCG6g1NTXNuqJos8JkKtdGEGLy9PSEt7c3QkNDsX///kbHI3cfQchYRUUFHjx4AGdn5yaZM9RYNjY2qK6uxsePHxWdCqEgL168wL59+5Cfny/TuNqDbaDe0Yh/MQImA2qWraEzTPhDrzhDN83MzNC2bVvcu3evMekKFRcXh4yMDIwdO1bgMbGxsVBRUVG6JVSUga2trVjz9PT09KClpdUsG3qZmbWFhwQN3fz48SMqKipIQ68JMJgMpdoIQhLffPMNKIrC8ePHGx2LNPQIQsbCwsJQUVEhcjFlWcrMzERWVpZUCw1bWlpCQ0MDycnJcsiMaA5KSkrw8uVLbN26FS9fvpRZXIaaCkw3jgPLsT3PPq3eVjDbMh5MTeFD2MTp0WMwGBg9ejTevn0rcg0zaXB787p27SqwCAtQu2i7gYEBWCzhw1FbIhsbG3qenjAMBgNmZmbIyMhoosxkJysrC0wmE8bGxnz3JyYmQkNDg8zPawrcdfSUZSMICZiYmACAyPdLcZC7jyBkqLq6Gvfu3UO/fv2apIolRVG4d+8erl69CoqioKGhAUtLS1hZWaFdu3ZwcHAQWdBARUUFHTt2RFJSEkaNGiX3nAnlw228qKmpYd++fRg1ahTGjRsnk2IYKjoaMPnFFdXZRah8lQWAgoadGdTMxevtVlFRQU1NjcjjunfvDgsLCwQEBGD27Nki12zjqq6uxocPH2BpaSlwDb6QkBBkZWWJLHNdWVn5Ra6NJgssFguWlpZ48eKFyEXte/bsiWvXrmHYsGHNalHxzMxMmJiYCFxGJzExEdbW1s2yyEyzQ5ZXIJqxt2/fAoBYf/tEIQ09gpChyMhIFBUVYeTIkXI/F5vNxrlz5xAeHg5XV1d07twZqampSE1NRUJCAh4+fIicnByhQ824bGxscO/ePXA4HKWfU0jInrGxMXR1ddG/f3+wWCxcu3YNycnJEjWYRFEz1YOaqeTFUoqLi8XqAWEymfDw8MDBgwexdu1a2NvbY+DAgejWrRvPgzVFUUhJSUFERASio6NRVlYGY2NjeHl51WtYcDgc/PfffwgMDMTgwYNF5lFVVQUNDQ2Jf8aWYujQoTh58iTi4+Nhb28v8LivvvoKcXFxOH78OH755Zdmc02FVdxks9lITk7GmDFjmjirlkmZljVQljyI5qGoqAibNm0Cg8GAnZ3wOeziIA09gpARDoeDu3fvomfPnkLLa8tCaWkpDh48iHfv3mHmzJkYMGAAANR7U7h69Sru3buHQYMGiXxYt7a2xn///YeMjAyycHoLxGAw0LFjR7x79w7Lli1Dx44d4e/vDz8/P3h5eSlseRCKolBYWAgdHR2xjre3t8e2bdvw9OlThIeH48CBA9DR0YGuri44HA4oikJNTQ2qqqpQXFyMVq1aYdCgQbCzs0NAQAB27doFNzc3uLq6oqqqCsePH8fz58/h4eEh1lDsqqoq0qMnxIABAxAVFYXTp0/j119/hZaWFt/jVFRUMGvWLPj5+eHq1av49ttvmzhT6WRmZmLQoEF893348AFVVVVkfl5TUaYiKMqSB6EQISEhIo/hcDj4/PkzoqOjcfToUXq+76xZsxp9ftLQIwgZiY2NxadPn+Dt7S3X8xQXF2PXrl0oLS3F0qVLYWNjw/c4V1dXhIeH47///sOMGTOExmzfvj1UVVXx9u1b0tBroWxsbBAQEAA2mw1ra2usXr0ax44dw99//w03NzeF9ERUVFSgsrISurq6Yr9GS0sLQ4YMwZAhQ5CamoqYmBhUVVWByWSCwWCAyWRCRUUFnTp1gq2tLd2D3alTJ9y8eRPXr1/Hq1evUFFRgdzcXMyfPx/du3cX69ykoSccg8HAtGnTsHnzZvz777+YNm2awGNNTU0xceJEnD9/HikpKejatSvs7e3Rvn17pRt1UFNTg7CwMBQVFQmsuJmYmAhNTU1YWVk1cXYtFBm6SSiJoUOHSrSEFbcy8bhx47Bw4cJGn5809AhCBiiKQmBgIOzs7MReM0Va165dQ0lJCX7++WeBk/6B2gdeNzc3XLhwAcOGDRPagFNXV0e7du3w9u3b/9feeYdFcX19/LtL7yBNBFQEBBFQLIhdsFdsKJrYY9QYoyZqEmMsMSYaS4wmttiNvQF2sYCA0hSkKFVUQEB67zvvH/x2XpDtO8suej8+87js3Dn3zOzd2Tn3nHsOhgwZIgOtCYqOtbU1amtrkZ6eDisrK2hra+Orr77CpUuXcP36dQwdOrTFQ+iKiooAQCxDrzGWlpYiP1grKSlh/Pjx6NKlC44fPw4Wi4XVq1ejXbt2IvdXXV1NErEIwdDQEJMmTcK5c+fQo0cPgaFJgwYNgqamJmJiYhAYGIhbt25BU1MTXbp0gbOzM3r27ClXo4+iKMTFxeHKlSt4//49+vTpg27duvFsm5SUBBsbG7I+r6UgHj2CAiGsrExjnJycsGTJEixatIiRGscSGXrPnj3D7du3ERQUhLi4OLx//x4qKipo164d+vfvjwULFvANX+DC4XDw8uVLhIWFISwsDKGhoYiPj6cXHqalpTGamaq+vh5nzpzB2bNn8ezZMzo7WteuXfHZZ59hzpw5Iv1g/Pfff9ixYwcSEhJgbGyM6dOnY/369XwL9c6dO7dJetRbt25h1KhRAvvgfrBz5szB8ePHRT9Jgtx48eIFMjIysHz5cpn28/btWzx58gReXl4CjTwuAwYMQEBAAK5cuYJly5YJvGlYW1sjNDSUFFD/ROEaU9nZ2fQ6NTabTd+H5TEmiouLm+jWEtjY2GDDhg0AIHZRa7JGTzQGDBiAp0+f4vTp0/jpp5/4JsFhsVjo3bs3evfujfr6erx+/RovXrxAfHw8jh07hsDAQMyaNYuuvccEtbW1KCoqgqGhocBngvT0dFy5cgWJiYno3Lkz5s2bh/bt2/Ntn5GRAQ8PD8b0JAiBpUAePfJ7+knz8OFDoW3YbDZ0dHRgZWXFeFkusQ29wYMH84w3rampQXJyMpKTk3H8+HHMmjULhw8f5hvGcurUKcydO1dshSUhKysLkyZNQlhYWJP3s7OzkZ2djfv37+PIkSPw8/MTmCnxl19+oR8AgIYb986dO/HgwQMEBQVBS0tLqC7r168XaugRWh937txBx44dZbr+gqIonD9/HmZmZhg4cKBIxygpKWHSpEk4cOAA4uPj4ejoyLetjY0N7t69i9zcXDq1L+HT4dKlS9DV1YWzs3OT97klO+ThieB69ES5tzKJuAYeFxK6KRpsNhuff/45tmzZAl9fX5HW4CkpKcHa2hrW1tYYP348kpOT8d9//+G3337DhAkT4O7uLrF3LzIyEk+fPkVWVhby8vLA4XBgYmKCIUOGwM3NrYkhWlBQgGvXriE8PBympqZYsmQJHB0dBU6EVFZWory8HEZGRhLpR5AANktxPGmKYnAS5MLgwYPl2r/Y34LMzEwAQLt27bB8+XJcunQJ4eHhePLkCXbt2gVzc3MAwg25xm5MNTU19OnTR2B9IkmprKzE2LFjaSNvxIgRuHLlCu2V5C50DAkJwcSJE/mmMn3x4gU2bdoEdXV1bN68GU+ePMH58+dhZ2eHqKgobN68WSR9IiIi4Ofnx8zJERSC1NRUpKSkYMSIETL1eoSHhyMtLQ1eXl5iPXQ7OTnB1tYWV65cEZiqt1OnTmCxWKSe3idIVFQUnj9/jmnTpjUzqrhjRh4evaSkJBgbG0tseHEpLS3FrVu3sHv3bgQHBwutyycpxKMnOsbGxpgwYQICAwORkJAg9vG2trb46aefMHDgQFy5cgW7du1CTk6O2HKysrJw/PhxFBcXo2vXrvD29sbixYthaWmJS5cuYe3atbh06RIyMzPh5+eHTZs2IT4+HtOnT8dPP/0EJycnod8NbpH4lii5Q2iApaykUBuBIC/E9ujZ29vjt99+w5QpU5o9bLq5uWHWrFno378/kpKScPbsWSxevBiDBg1qJsfBwQF79+6Fq6srunfvDlVVVcydO5fxh8x//vkHUVFRAIAFCxbg8OHDTfaPHDkS3bt3x8qVKxEUFISjR49i4cKFzeRcvHgRHA4Hf/zxB5YtW0afb//+/dG5c2dcuHABW7duFaiLkZER8vLysH79eowfP56Ex30k3LlzB2ZmZs08IUxSVVUFHx8fuLi4wM7OTqxjWSwWpkyZgq1bt+Lx48d8vYGampowNzdHcnIy+vbty4TahFZARUUFzp8/D2dnZ7i4uDTbz+Fw6CQmLa3X06dPpYqAyMzMxMOHDxEeHg4Wi4WOHTvi7NmzuH79Ojw8PDBw4EC+mR8lobq6Wmqj9FNiyJAhiI2Nxd9//w13d3eMGzdOLENZVVUVU6dORffu3XHq1Cn89ttvGD9+PDw8PEQer1evXoWBgQFWrlzZ5LNzdnZGQUEBHj16hJCQEDx48AAqKirw8PDAiBEjxBo3BQUFAEA8ei0JScZCIACQwNC7fv26wP1GRkbYuXMnxo8fD6AhHIiXoefq6gpXV1dxuxcb7vo4LS0t7Nq1i2ebFStW4PDhw4iPj8fWrVt5GnpcT6a7u3uT983NzWFvb4+4uDihuqxZswZr1qzB8+fPceXKFUyZMkXc0yEoGBkZGYiLixN5jaek3LlzBxUVFZg8ebJEx7dv3x6urq64fv06evXqxfchxcbGBvHx8dKoSmhFUBSFc+fOoaamBt7e3jwnnzgcjlzCNsPDw1FfXy/RpEN2djbOnz+PxMRE6OvrY+zYsejfvz+0tbWRk5ODe/fu0fXxhg8fzlg4PfHoiQebzcbXX3+Ne/fu4ebNm4iKisKMGTME1tjjhY2NDX766Sf4+fnh6tWriIqKwqxZs/hmwOSSkJCAuLg4LFiwgKeB3qZNG0ycOBFjxoxBfHw8OnToIJFXLj8/H8rKyi261vSThxh6BAIAGWXdbJy1T55hYJWVlbQB1q9fP74JUwBg1KhRiI+Px6tXrxAdHY3u3bs32c9dsxQYGNhknVN2djYSExOF/qAAwNKlS7Fz507k5ORgw4YNmDRpksKliSaIx927d9GmTRv06tVLZn1UVlYiMDAQ7u7uMDQ0lFjOqFGjEB4ejoSEBJ6eG6DhgSkgIADFxcWMLwgmKBYUReHKlSuIjIzE/Pnz+dZarK+vb/H7FEVRCA4OhrOzM/T09OikLKJQWlqKf/75B0pKSpg/fz5cXFyaGKqmpqb47LPPMHbsWNy5cwd+fn7o2LGj1IVpORwOamtryRo9MVFSUsLIkSPRo0cPnD17Fv/88w969uyJSZMmiWVUcb17Li4uTbx7Q4cO5Tt+w8LC0LZtW/To0UOo7A/vmfX19aiurkZVVRWqqqqgpqbG9/6cn5+PNm3akN/7loRk3SS0MLJItsRisXD//n2pZMjE0KupqaFfyzOVcGFhIf1aWHKJxlm7AgMDmxl6EydOxJYtW7B69WqUlJTA3d0dGRkZ2LBhA8rLy7F48WKh+mhqauKHH37AypUrER8fj/Pnz2PGjBninRRBYXj//j2ePn2KadOmyXSch4aGoqamRuqyB9zwIUGTEtx1sikpKejZs6dU/REUG39/f9y/fx9eXl4CJyrkYei9fv0a7969E9uDXVtbi4MHD6K2thYrV64UaCjo6+tj2rRpePPmDfz8/GBnZydVOD33d4949CTD2NgYy5YtQ3h4OC5fvox169bBzMwMdnZ26NKlC2xtbflm52wMtwbktWvX4OPjg+joaL7ePXV1dbq+ojicPn0aISEhTd5jsVhwd3fHhAkTmhn7+fn5JGyzpSEePUILExAQABaLJVYpBX5w5citvIIwAgMD6dddunSRRRci0TipgLAZ4cb7X7582Wx/r169sHz5cvz1119Yu3Ztk32Ojo5Yv369SDotXrwYO3bsQGZmJjZt2iRzI4EgO+7duwdtbW2ZrmfjcDgICAhAjx49+HpcRCU1NRXa2toCDT09PT2YmJgQQ+8jJyQkBD4+Phg9enSzcPQPiYmJEauWHBMEBwfD0NBQLC8bRVH477//kJ6ejhUrVojkDWKxWPD09MRff/2F58+fN5vgEweuoUc8epLDYrHQp08fODs748WLF0hISEBMTAwCAgLAZrNhb2+P8ePHC61VqqqqiilTpjRZuzdu3Di4u7tDWfn/H3t0dXVRUlIitp6vXr2Cg4MD+vXrB3V1dairqyM1NRXXr19HXl5es/pXBQUFAksvEGTAR+DRy8nJoUuQhYWFISIigh6vGzZswMaNG8WSd/v2bRw6dAjh4eHIzc2FsbExXF1d8eWXX4ocvl5RUYF//vkHFy9eREpKCmpqamBpaYmxY8fim2++EXmcx8fHY+/evbh37x4yMzOhra2NLl264LPPPsOCBQuafE8Fce7cORw7dgwxMTEoLCxE27ZtMXDgQCxduhRubm4iycjPz8eePXvg4+OD169fg6IoWFlZYeLEifjmm29EjqQaNGiQQubeYNzQ43A4TZKSeHl5Md2FyOjp6cHMzAxZWVkIDQ1FbW0t34XyjUtGvH37lmeb3bt3w87ODn///TeSk5NhaGgILy8v/PLLLwLDQhujrq6OtWvXYunSpUhMTMTp06cxe/Zs8U+OIFeKiooQGhqKMWPGyPTBLi4uDrm5uZg3b57UslJSUmBtbS30RmRtbY2UlBSp+1M06ooqURGbjfqyaijpqkPLuS2UdIR7CD42oqOjcebMGQwcOBDjxo0T2DY5ORmpqakiRSwwRWVlJSIjIzF69Giw2WyRZ0dv376NiIgILFiwgK4DKAp2dnawt7eHn58fnJ2dJfZeEkOPOTQ0NNCzZ0/07NkTFEUhNzcXCQkJCAwMxLZt2+Dq6ooJEyYINea53r3r16/D19cXDx8+xLBhw+jEWbq6uigvL0d9fb1YE65FRUXo06dPk5DPTp06wdTUFAcOHMCjR4+apFRXV1dHVVWVmFeBIBUfQR09UZYEiQJFUVi8eDEOHTrU5P3MzExcvXoVV69exZdffokDBw4IfD5ITU3F2LFjkZiY2OT9hIQEJCQk4PDhwzhz5gzGjBkjUJ8jR45g6dKlqK6upt+rqqpCUFAQgoKCcPz4cVy/fl2ggVVVVQUvL69meUPevHmDN2/e4MyZM9i4cSN+/vlngbpERETA09MTWVlZTd6PiYlBTEwMDh8+DF9fX5GW5wQEBAhtIw8Yn+74888/ER4eDgCYNGmSTNcuicKECRMAAHl5efjzzz95trl58yaCgoLov0tLS/nKW7JkCeLj41FTU4OsrCzs2bNHbE/LF198Qc96/PLLL6irqxPreIL8efDgAZSVlWVeH+XBgwewsrKii1ZLSm1tLV6/fg0bGxuhbW1sbPDu3TtUVFRI1aeiQFEUCm8nIOuvYBQ/TEFZZAaK7yfj3Z9BKH6YykiYRWuhvr4eZ86cgbOzM6ZPny7U6L916xYsLCzg5OTUQhpKloTl6dOnuHbtGsaNGyeRJ3rChAnIzs5uVmtVHLgPLSR0k1lYLBZMTEwwaNAgrF27FjNnzsTLly+xadMm+Pn5CTWgVFVVMXnyZKxfvx5dunTB1atXsX//fvj7+0NNTQ0URaGsrExkfaqrq1FZWclzDbOzszMGDBjQTC9DQ0O6xAKhZWApsxVqk5ZOnTrxTGwoCuvWraONPBcXF5w9exbh4eE4e/Ysvfb00KFDAo2isrIyjBs3jjbyFi5ciPv37+Px48fYsmULtLW1UVxcDC8vL8TExPCVc+fOHXz55Zeorq6Gqakp9uzZg7CwMNy6dYsO1Q8NDcXkyZPpGq68WLBgAW3kubu7w8fHB+Hh4Thy5Aisra3B4XCwfv36Zpn2G5OZmYnx48cjKysLysrKWLNmDR49eoRHjx5hzZo1UFZWxrt37zBu3Dg6IWNrhFFDLzAwED/88AOAhjVx+/fvZ1K8RHz//fd0pqsffvgBq1atQkpKCmpra/Hu3Tvs2rULU6dOhZKSEj2TW1lZKVOdVFVVsW7dOgANMyTHjx+XaX8EZikvL0dQUBAGDx7MaGr2D8nIyEBSUpLQ0DpRePv2LWpra0WqVdmxY0dQFIXXr19L3a8iUBKQirKw9IY/KAAcquF/Cih59AplYbw9+B8jCQkJKCsrw5gxY4R6rl6/fo2EhASMHDmyxcJRKIpCUFAQnJycRE4G9Pr1a5w8eRK9e/fG6NGjJeq3Y8eOsLCwaDZTLQ7Eoyd7lJSUMGDAAGzatAlDhw7F/fv3sXHjRoSEhAidsDE1NcXs2bOxYcMG2Nra4tq1a3RWbnHCN1ksFlRUVPguBxk1ahSqq6vx+PFj+j1DQ0N6jTShhWCxFWuTgPXr1+PGjRvIy8tDamoqNm3aJLaMlJQU/PHHHwAaliCFhITA29sbvXv3hre3N4KDg2mHzLZt2/gmUNyxYwdd7/KPP/7AoUOH4OHhgb59+2Lt2rW4e/culJWVUVFRgRUrVvCUUVdXh6+//hocDge6uroICQnBsmXL4OrqilGjRuHy5cv46quvADRE2f3333885QQGBuLMmTMAgPHjx8Pf3x+enp7o3bs35s+fj9DQUNqZsmbNGhQVFfGU89NPP9G1N8+cOYNt27Zh4MCBGDhwILZt20b3kZOTI9QzqMgwZujFx8dj0qRJqKurg7q6Oi5evNgkwYm8sLKywvnz56GtrQ2KorBz507Y2tpCVVUV5ubm+O6771BVVYVdu3bRPxQtkQJ53rx56NSpEwDg119/bZLAhqDYBAYGgsPhyCTDUmPCwsKgq6vLN0OmOKSmpkJNTQ2WlpZC27558wYAc2Ej8oRTXYfSx28Etil5lAaqnv/M4cfE06dPYWpqCgsLC6Ftb9++DVNTU0bGn6hwk7AMGDBApPYFBQU4cOAALCws8Pnnn0tskNbX1+P9+/cwNzeX6HiAJGNpSdTV1TFhwgRs2LAB9vb2OH36NA4dOiRSFIKRkRFGjx6NjRs3YsCAAdDW1hYpyQsXVVVVdOvWDWFhYTyNyzZt2qBnz54IDg6m3zM0NERJSQn5nW9JuMlYFGWTgE2bNmHMmDFSZdv+888/6aixvXv3Npuc1tTUxN69ewE0GGK7d+9uJqO2thZ//fUXgIa8G999912zNn379sWCBQsAAA8fPsTTp0+btbl69Sq9LOTHH3/kOfG8fft2GBgY0K95wTVclZSUsG/fvmZh10ZGRti2bRuAhqSMR44caSYjJyeHNiRHjhzJc5mZl5cXRo4cCQA4efIkbRS2Nhgx9NLS0jBixAgUFhZCSUkJ586dk9jFLAtGjx6NqKgozJ07lx5AXAYMGIB79+5h8uTJ9E37wzayQFlZmU7g8ubNG54DURwoiiJbC2zV1dUICAhAv3796MkDWW0vX75E165d6XVK0mwpKSmwsrISSVZYWBhsbW1hYGAg9+st7VaZnAdOXT0oAf/qK2tQ9aZQ7rrKequpqUF0dDS9rkhQ24yMDMTExGDEiBF09q+W2IKDg9GmTRvY29sL/2wrK7F//36oqKhg0aJFUFZWlrjfrKws1NTUoH379hLL4IbqSaMH2cTbDAwMMGfOHCxcuBBJSUn4/fff8erVK5GPnTZtGrZt2wYjIyOx+nV1dUVWVhbevn3Lc7+zszOys7ORn59P9wWA/ptskm1iIW/DjgFDT1ooioKvry8AwN7enm9yEjc3N9jZ2QEAfHx8ml3rgIAA2ismqGbw3Llz6ddXrlxptt/Hx4dn28Zoampi2rRpABpyFCQnJzfZX1ZWRpcbGD58ON9Jy8mTJ9O5M3jp4ufnh/r6egAQmAOBq2d9fT38/Pz4thOXuro65OXlIT09HW/fvhW4SYvUyVjevXuHYcOG4d27d2CxWDh69Cg8PT2lVoxpbGxscOzYMXA4HGRnZ6O8vBxt27alvXe3bt2i2zo4OLSITp9//jl+++03JCUlYcuWLZg3b55YM4uNKS4uFv9GiIYbAXd9giJmC1IkKIpCdHQ0lJWV4ebmJlZtL3EpKytDWVkZrK2tpe6Hw+EgJycHrq6uQmWVlZUhKysLo0ePlrhfRRpTFeUlqNQQ/r0oKSlGdXHLZr9t6euUmJgIVVVVODg4CP1s79+/D0tLS3Tu3Fmm47wx1dXVSExMRN++fZusk+Z3na5evYrq6mrMnj0bHA5HKj1TU1Ohq6sLfX19ieWUlZVBV1cX1dXVLXbNGqNI37uWxsrKCt988w18fX3x77//YsiQIXB1deV5HZi4TmZmZjAzM0N4eDjPEGNzc3Po6uoiNjYW3bt3h7q6OnR1dfHu3TuZhvsziaKNJ7Gzo5LyCkhLS6PXlgnLJzB48GAkJiYiIyMDr1+/bpLQqnEOC0FyevXqBS0tLZSXlzfxaH8ox87OTmDE0ODBg3Hw4EEADRmYbW1t6X3h4eH0emhBuqiqqsLNzQ13795FeHh4s2SMop5T433BwcFYuHAh37bCeP/+Pf7++2/4+Pjg5cuXAtcgcmGxWFLn8ZDK0MvLy8Pw4cPx6tUrAA1uYUXPIMlms3mmCm88KF1dXVtEFyUlJWzYsAGfffYZMjMzcfDgQSxfvlwiWXp6eiJn/mwM1zjU09NTiJu5IlNbW4uIiAjY2dnJPFX2y5cvUVpaCicnJ2hra0slKzMzE7m5ubC2tha67ikpKQklJSVwcXGROIRZkcaUuhmFusrXQtsZmJtARU9LaDsmaenrFBsbC11dXTpknB85OTkIDw/HtGnTxCpYLS2PHj1CUVER+vXr12Sc8rpO0dHRiIiIwPz580VKMCSMzMxMaGlpCa23Kojk5GRoaGjA2NhYLuNekb538kBPTw9fffUV/Pz84Ovri9TUVMyaNavZ/ZOp6+Tg4ICwsDBMmjSpWeiYnp4eDA0NkZycjMGDB0NHRwccDgcZGRlCi7MrCoo2nsTWgQ0FMvTk023jUmHCStU03v/y5csmhp6ocpSVlWFtbY2YmJhmZcrKysqQkZEhkS6NEfec7t69i7q6OiQnJzdx4nDl6OnpCTQ6zczM6DIsvEqviUpwcDAmT55Me/VbEomHX3FxMUaOHIkXL14AALZu3YqlS5cyplhLwuFwcP78eQANRXSHDx/eYn17e3uja9euABquoaSZDlksFtlkvEVERKCsrIwOZ5PllpCQAEtLS+jo6EgtKzU1FUpKSujUqZPQtikpKWjbti10dXXlfr2Z2NQs9aFipN3wN69/LDbULA2gaqwtd11luVVXVyM2Nha9evUS2tbf3x+6urro169fi+kHNNT2c3JygoGBgcC2VVVVuHDhApycnNCzZ09G+n/z5g06duwo8fG1tbV4/vw5evXqRRfgJlvLb8rKypg8eTKWLFmCtLQ0bN26Fa9evZJJX3369EFZWRlevHjBc7+DgwMSEhLA4XCgpKQER0dHxMTEyP0ateZNLLh19BRlkwPp6en0a2Hrshuv3298XOO/tbS0hGaZ58rJzc1tUj4hIyODNnCY0IUpOaKsV+fK+VCGqOTm5sLT0xN5eXnQ0dHBt99+S9dAZLEaIiF37tyJGTNmQFNTEywWC/3798exY8dw9OhRifpsjESjr6KiAmPHjsWzZ88ANGSu+f7776VWRl4cP36czjQ0b968Fg2tYLPZ9AeenZ2Nffv2tVjfBNHhcDjw9/eHra0tzMzMZN5fenq6WLXABJGamor27duLlA0wJSWFEQ+JosBisdBmYlewlNjNaxmxAJaqEtqM7yIf5VqQ5ORk1NbWCi0Inp+fj7CwMAwbNoxvzVFZ8ObNG2RkZIiUhMXHxwdVVVUilYcQhdLSUmRmZgotwi2IuLg4VFdXy72cEKEBJycnrF27Fm3atMGff/6JO3fuiBQmJQ4WFhYwNzfnmXQCaPD4VVZW0g+HTk5OyMrKQl5eHqN6EPjAUoB1edztf/epkpKSJltjQ0gWNA6BFxYZpKX1/xEtH5Yb4coRJbqInxymdWFKjjjnJE4Zlsbs2bMHhYWF0NDQQFhYGHbs2IEpU6bQ++fOnYuVK1fi9OnTSE1NhYeHBx4/foyYmBjMmTNHoj4bI7ahV1NTg0mTJiEkJAQAsHz5cvz6669SKyIpQ4YMoWd7+KWDF7SY8dGjR/jmm28ANLhouQlSWpIpU6agW7duAEBnCiIoFtHR0Xj//r1Ytb0kpb6+Hrm5uYxkvXz79i2ioqLg6OgotC1FUcjPz5d4naiiomauB5OFfaBhZwRw7QI2Cxpd28J0oStUjKULjW0NcCevhMX6+/v7Q1NTU+Ssl0zBTcLSpYtgozs1NRVBQUEiFcsWFX9/f6iqqkpUf49LZGQkLC0tFSLTNKEBAwMDrFixAsOHD4evry/27dsnsEauJHTq1IkOR/sQ7hKR7OxsAA3ZCpWVlQXWGCMwiBJbsTY0eIb09PTo7ffff5fpJWhcy1HYRG/jbMEflhjjyhFlspifHKZ1YUqOOOckaem127dvg8ViYeHChXTSG36Ympri+vXrsLOzw+7du3Hnzh2J+myM2Gv0ZsyYgbt37wIAPDw8sGDBAsTFxfFtr6Wlxdcz8WH9OG7aVQC4dOkSjIyM6L9tbGwkfvgYO3YsdHV1MXPmTHTr1g2amppIT0+Hr68vTp48ifr6emhqauLcuXNiFz9nAhaLhU2bNmHixIlktk8BoSgKd+7cgZ2dHc/1nUyTn5+P+vp6qR8aq6qqcPToUbRr1w7Dhg0T2p7FYsHDwwMPHjzAoEGDmnz/WjuqJtowmt4dnOo6cCpqwdZSAVtV6lxUrQZjY2MADSEk/MZwcXExHj9+jNGjR7doiYDKykpERkZixIgRAmv71dbW4vTp0+jYsaPQxAKiUlpaikePHsHd3b3J7K84VFZWIi4uDuPHj2dEJwJzKCkpwdPTE7a2tjh+/Dh+++03fPfdd1BWZua7365dOzx+/Bj19fXN1umpqalBX18f79+/B9BQEqJz586IjY2VeWkeAhQyGUt6enqTXAqyvs82nrQVVtqjsXfxw6g2rhxRyoPwk8O0LkzIqaioEOucJI324+YxaVwTuXE0Sl1dXZN7kpqaGlauXIlFixbh4MGDdIkHSRH7btc4TemDBw/g7OwssP3gwYMREBDAc5+glKarV69u8vecOXMkNvQoisLjx4+bFDBtjJWVFU6ePNnis9iN8fT0RK9evRAZGSk3HQi8efnyJdLT07Fs2bIW6Y9bq0WaxBAAcOHCBRQXF+OHH34QOQxv1KhRCA8Px8WLF7FkyRKp+ldE2GrKYKt9OgYeF11dXaipqSE3N5dvm3v37kFFRQVDhgxpOcUAREREoLa2Fv369RPYzt/fH+/fv8ePP/4otNi7qNy/fx8sFgtDhw6VWMbz589RV1cnlUeQIFscHBywdu1abN++HWfPnsXnn3/OiFwzMzO6BiOvkH5jY2Pa0AMAZ2dnXLhwARUVFdDU1GREBwIfFNDQ09XVlShpnqQ0TqgmLOywvLycfv1hOCNXjiihi/zkMK0LE3IqKirEOidJE+NxIwkaJ/FrbDSWlJQ0i1Dh1q+NiIiQqM/GyCkXUMuyfft2LFmyBN26dYOxsTFUVFRgZmYGDw8P/PPPP4iLi5Orkcfll19+kbcKBB7cuXMH7du3F+pyZ4qcnByoqqpK5V2OiIhAaGgopk+fLpZnUE1NDVOnTkVsbCwJMfqIYLFYMDY25mvolZWVITg4GIMHD27RNcoU1VA7z8nJSeB4z8/Px507dzB8+HCpipo3pqysDIGBgRg8eLBUmW0jIyNhY2PTohlKCeKjr6+PmTNn4uXLlwKjkMSBa9xlZWXx3G9iYtLkO+fo6AgOh0MnsSPIEHmvy1OAOnqNE43wCzHm0jjRSOMkJo3llJeX0/X0hMkxNjZu4rFkWhem5AiT0VjOhzJEhWvcN/YeGhoa0q+5Hr/GcA1QQZOzoiK2oSdugUt+3jxxZX0Y5sklICCAbtOxY0eebUaPHo19+/bR66xqamrw7t073L9/H1999ZVMZ9aOHz8ucrHP0aNHi3TOhJbj1atXSE5OxqhRoxhJ/CAKOTk5MDU1ldhrkZeXh7Nnz6J3797o06eP2Md3794dXbp0wcWLF0UKayC0DgQZes+fP0d1dbVE40Ua3r59i4yMDPTv359vGw6Hg1u3bsHAwACjR49mrO8HDx6AoiipvHmlpaVISEggSVhaCV27doWrqyvu37/PSK1DHR0daGtrCzT03r9/T//+t2nTBpaWlmQSrSVgsRRrkwONywkkJCQIbNt4/4drpUWVU1dXRyc2/FCGtrY2bSi1hC6N9ysrKzdLMseVU1xcTK+j5UVWVhZdw1HYGnJ+dO7cGUBDXUMuurq6tLHJXQ7XmAcPHgCA0JJYovBJePQIBEm5c+cO2rZtKzREmUnev38vcdhmfX09jh49Cm1tbXh7e0tknLJYLEybNg1FRUU8b0CE1okgQ8/e3h5aWlq4dOkS49kJBREcHAwDAwO6xAwvHj9+jIyMDMyYMUOkhfOiUFFRgYCAAAwaNEjiepEA6MzT3DAbguIzZcoUsFgsXLx4kRF55ubmePPmDc99xsbGqK6ublLs28nJCfHx8aivr2ekfwIf5O3BUwCPnpWVFb0mOzAwUGDbR48eAWgYzx86TRpHvAmSExkZSYc58pq848pJTEwUaFw17uNDOb1796Z/BwTpUlNTg9DQ0GbHfKiLMDmCdBEVbhI/rj5cxo0bB4qi8McffzRxil25cgW7du0Ci8USuqRBFIihRyDwITMzE7GxsUKTRMgCSb2H165dw9u3bzF//nyRQvCqqqoQFhaGzMzMJu+bmppi2LBhuHv3LiOhAwT5Y2pqioKCAp6hN4aGhpg3bx5evHiBmzdvtog+3CQs/fv35/v9Ki4uho+PD5ycnBgNnX7w4AHq6+tFSlIkiMjISNjb20tlLBJaFm1tbYwYMQJRUVGIioqSWp6DgwMSExN5Rj9wJ+wa30OdnZ1RWVnZJPkcgXlYbJZCbXK5BiwWPD09ATR4tz40NLiEhobS3i9PT89mzx9DhgyhPUsnTpzgG6HWOApt0qRJzfZPnDiRZ9vGVFRU4MKFCwAavltcbxgXHR0dOgrj3r17fEMvr1y5Qk+w8NJlwoQJ9O/OsWPHeMporCebzcaECRP4thPE2LFjQVEULl++3GQidfXq1VBXV0dpaSmGDh0KY2Nj6OrqwsvLCxUVFWCz2Vi1apVEfTaGGHoEAh/u3r2LNm3aoHfv3i3ar5aWVpNFxKLy8uVL3L17FxMmTOAbxgw0hMIlJSXh5MmT+PHHH3HixAn4+Pg0azdq1Cjo6uriwoULIoUeExSb7t27Q1VVFUFBQTz3Ozg4YNy4cbh58yZiY2Nlrk9kZCRqamoElizx9/ens8EyRUVFBR4+fIiBAwdKlRihoKAAqampJGyzFWJvbw9nZ2ecP38eFRUVUslydnZGbW0tzzAyY2NjsFisJglZuCn2W+I79kkj73IKPMoryIMVK1bQGR2XLVvWrERAZWUlnWhOWVkZK1asaCZDVVWVLkP28uVL7Nixo1mbJ0+e4MiRIwAakjDyem6aNGkSrK2tAQC///47HebZmNWrV6OwsJB+zQuu8VNXV4elS5c2847n5eXRtb319fXxxRdfNJPRtm1bfPbZZwAaIrcuXbrUrM3Fixfp8gazZs2SuOSVu7s7NmzYgLlz5zYxTK2srHDx4kXo6urS5a3KyspAURRUVVWxf/9+ib2Ijfn00s8RCCKQl5eHyMhITJ06tVnabFmjpaWFgoICsY4pLS3FiRMnYG9vz9dLkZ+fj9DQUISGhiI/Px/GxsYYMWIECgoKeCYn4CZmOXToEGJjY1s0fJXAPBoaGnBzc0NQUBBGjRrFMxPryJEj8fr1axw/fhw//PADXZZBFgQHB8PR0REGBgY891dUVCAkJATu7u6MJoiJjIxEdXU1hg8fLpWcp0+fQkVFha6BSmg9sFgsTJ8+Hb/++isuX76MWbNmSSzL1NQUJiYmPO+RKioqMDAwaGLosVgsODs7IyYmhg4jJcgAlvxCJpsh4WccHBzcxPPbeDIhOjq6mVds7ty5zWR07twZq1atwtatW+kIiu+//x7W1tZITU3Ftm3baM/26tWrYWtry1OX1atX4/z580hKSsKaNWuQkpICb29vaGho4OHDh/jtt99QV1cHDQ0N7N69m6cMFRUV7NmzB+PHj0dJSQn69++PdevWwdXVFYWFhfj3339x+fJlAA2hlfy+lx4eHvD29sa5c+fg5+eH4cOHY8WKFWjXrh1iY2OxZcsWun721q1b+f7GbNmyBbdv30Zubi5mzJiByMhIjBs3DgBw/fp17Ny5E0DDhI2o9cLXr1+PWbNmNbmOLBYLGzZs4Nl+7NixSElJwaVLlxAfH4/a2lrY2tpi2rRpTRLPSAMx9AgEHvj7+0NLS4uR2RRxEdejV19fj5MnT4LD4WDOnDlNwuCqq6sRFRWF0NBQJCUlQU1NDT169EDfvn1hbW0NFouFqKgohISEoLi4uNnC327dusHBwQEXLlyAvb09Y2ukCPJhyJAhCAwMxNOnT+Hm5tZsP5vNxpw5c7Bt2zb8+++/WLVqlUw+87dv3yI9PZ3+UeXFo0ePUF9fj8GDBzPqUU5KSkKHDh2kXuQeGRkJR0fHFs1SSmAOfX19TJ48GadPn0bPnj2bJHkQF2dnZ4SHh4PD4TQLQ+YmZGmMk5MTgoKCkJ2dzbMsA4EBFLC8grgcPnwYJ06c4LnP19cXvr6+Td7jZegBDQbN+/fvcfToUURFRcHb27tZmwULFgg0ZnR0dHDjxg2MGTMGycnJOHToEA4dOtSkja6uLk6fPo3u3bvzlTNmzBgcOHAAX3/9NXJycniWrXJ1dcXVq1cFTrIfPXoUJSUluHnzJh4+fIiHDx822c9ms/Hzzz9j0aJFfGVYWlri2rVrmDhxIrKzs7Ft2zZs27atSZu2bdvCx8dHZKPr119/xZYtW+Dq6oo5c+Zg2rRpQjMyGxoaCtRTWkjoJoHwAcXFxXjy5Ak8PDzkYthoaWmJFE5UV1eHkJAQbNq0CS9evMCcOXPoh1eKouDj44Mff/wRJ0+eBADMnj0bW7duxaxZs2BjY0PPJHMzYfGKdecmZikpKaFDGAitF1NTU3Tt2hUPHz7kazxpamriyy+/xPv373HmzBmZhO0GBwdDX1+f78N1bW0tHj58CDc3N0brTlEUheTk5GbrPsQlJycH6enpJGyzldOvXz/Y2dnhzJkzqKqqkliOk5MTSkpKaC9CYz6spQcAdnZ2UFVVJdk3ZYm8k68oQDIW+lKw2Thy5Ahu3LgBT09PtGvXDqqqqmjXrh08PT1x8+ZNHD58WGguAhsbG0RFRWHbtm3o1asX9PX1oampCTs7O6xcuRIxMTECJ++4LFy4EE+fPsXChQvRqVMnqKurw9DQEAMGDMD+/fsREhICIyMjgTI0NDRw48YNnD59GsOHD4eJiQlUVVVhaWmJmTNnIjg4GBs3bhSqS58+fRAbG4t169bB0dER2tra0NbWhpOTE9atW4e4uDixs1FTFIXw8HAsXboU7dq1w+TJk+Hj44O6ujqx5DAF8egRCB/w4MEDKCsrY9CgQXLpX1NTE5WVlXyL6tbW1uLJkye4e/cuCgoK4OLigoULFzap8RIXF4e7d+9i2LBhGDRokMCbpqGhITQ0NPD27Vue2Q9NTEwwfPhw+Pv7o0+fPlIXcifIF3d3d/z9999ITU1tlnKai7m5OT777DMcO3YMVlZWGDx4MGP9V1VVISIiAkOHDuU7YxsWFoaysjKpk6V8SHZ2NkpLS6U29CIiIqCuri4wWyhB8WGxWPjss8+wefNm+Pn5Ydq0aRLJ6dSpE7S0tBATE9NsfbSJiQlCQ0ObePtUVFTQpUsXxMTEYOTIkdKeBoEXcixr0AwJ9Th+/DijZbbGjBmDMWPGSCVDS0sLa9aswZo1a6SS4+jo2MwjKAkzZ87EzJkzpZJhZGSEzZs3Y/PmzVLrc+nSJfz333+4efMmampqUFNTQ3tfDQwM4O3tjVmzZrVoKSPi0SMQGlFaWoqgoCAMGjRIpvUVBWFrawsNDQ3s2rUL+fn59Ps1NTV4+PAhNmzYgPPnz6NTp05Yt25dMyOvrq4Oly9fhp2dHSZNmiR0ZozFYsHS0rJJcdEPGTlyJHR1dXHx4kWSmKWVY29vD1NT02ahLh/Su3dvDBkyBBcvXuS5aF5SuElY+KWN5nA4uHfvHrp37874pEJSUhKUlJTQqVMniWVQFIXIyEh069aNhDJ/BBgZGWHChAkIDAyUeJwrKSmha9euPBOsmJiYoLa2tlndPmdnZ7x+/RqlpaUS9UkQAhvy9+LRm7wvBqGlmDx5Mq5cuYKsrCzs27cP/fr1o2tjFxQUYP/+/XQkwZYtW/iWZmESMvwIhP/B4XBw8uRJKCsrS1VEWVpMTEywatUqVFdXY/v27UhKSsL9+/exfv16XL58GZ07d8bPP/+M+fPn0zVyGhMQEIDc3Fx4eXmJvNBfmKGnqqoKLy8vxMfH4/nz5xKfG0H+sNlsDBkyBM+fPxea9GfKlCmwsrLC4cOHm9QCk4bg4GB07dqV77qF58+f4/3794x784AGQ69jx45QU1OTWEZ6ejrev39PwjY/Itzd3WFmZia01pggnJ2dkZmZ2WRyDvj/Egsfhm86OjoCAM9EWAQGkLtxpzihm4SWx8DAAIsXL0ZwcDBSU1OxYcMG2NjY0EZfSkoK1q9fD2trawwZMgTHjh2T2aQPMfQIhP9x7949xMfHY86cOXKvi2VmZoY1a9bA0NAQu3fvxtWrV+Ho6Ein6OWX5re0tBQ3b97EwIEDeRqB/LC0tER+fr7AtYHOzs7o2rUrLl26xLNmFKH10KdPH6ipqdFFcvmhpKSEL774AvX19bhy5YrU/ZaWluLt27d8S5ZQFAV/f3/Y2NjAyspK6v4aw+FwGFmfFxkZCW1tbdjb2zOkGUHesNls2Nra8q3JJQpdunSBkpJSs3V3hoaGYLFYzeqR6ujowMrKiqzTkxXc0E1F2QifLFZWVtiwYQOSkpLw5MkTfPXVV2jTpg0oigKHw0FQUBC++OILtG3bFjNmzMCtW7ea1NuTFmLoEQgAUlNT4efnhxEjRijMuhsdHR0sX74c3t7e2LRpEz7//HOh6e79/PzAZrNFWhDdGG7opyCvXuPELLdv3xZLPkGxUFdXR79+/RAcHCzUaNfT08P48eMRHh6O169fS9VvXl4eAPCdqEhJScHr16+lLn3Ai+zsbJSVlfFNHy4KHA4HkZGRcHFxafGyKwTZYmFhgZycHIknsTQ0NGBra9ssfFNZWRmGhobNPHpAw+TZy5cvUVtbK1GfBAEosxVrIxDQMMn6999/IysrC76+vpg6dSpUVVVBURQqKytx4cIFjBs3Dubm5vjuu+8QHR0tdZ9k9BE+ecrLy3H06FF07NgR48ePl7c6TVBVVcWgQYNgaGgotG16ejoeP36MsWPHQltbW6x+TE1NoaqqKtDQA0DX3rt37x5ycnLE6oOgWAwePBiVlZUIDw8X2rZfv35o164dLl++LNUaTW5YG791o/7+/jAzM5PJZAsT6/NevXqFoqIivh5JQuvF3NwcFEUhKytLYhnOzs5ITk5uVpSaV4kFoCFbZ01NDRITEyXuk8AbFoulUBuB0BhlZWWMHz8eFy5cQHZ2Ng4ePIiBAwcCaIhsycnJwe7duxlZIkAMPcInDUVROHXqFGpqajB//vxWO0tPURQuXrwIU1NTibKFstlsWFhYCDX0AGDEiBHQ09MjiVlaOUZGRnBychJYaoGLkpISpkyZgtTUVLq4riTk5eVBS0uLZ+25iooKxMfHY/DgwULTfEvC27dvYWlpKVUClYiICBgYGEhlLBIUk3bt2oHFYiEzM1NiGU5OTqivr29muPEz9Nq2bQtjY2MSvikLWPhfQhYF2IidRxCAnp4eFi5ciMDAQERHR6Nr165gsVj0ej5pIYYe4ZPmwYMHiImJwezZs4UWtVRkoqKikJKSgqlTp0psrFpaWvKsA/Uh3MQsL168IIlZWjnu7u7IysoSyaPQpUsXODo64urVqxKHmuXl5fH1TicmJoKiKJmFTldWVkJLS0sqGZmZmbCyspKJIUqQL6qqqjA2NpZqnZ6BgQGAhiiRxhgbGyMvL6/ZuhsWiwUnJyfExsaSSTOmkXfyFZKMhSAiHA4HN2/exIwZM+Dm5oYXL14wKp/8WhE+SSoqKnD+/HlcuXIFQ4cOhZOTk7xVkpiamhpcuXIFjo6OfAtQi4KlpSXev3+P6upqoW2dnJzg6OiIS5cuidSeoJh07twZJiYmePbsmUjtJ0+ejMLCQqGlGfiRl5fHN2wzKSkJxsbGIoUpS0JVVRXU1dWlktGhQ4cWSYdNkA8WFhZSefTYbDbYbDbq6+ubvG9iYoK6ujoUFhY2O8bJyQnFxcUiRVMQxEDeyVdIMhaCECIiIrB8+XKYmZnRYZyVlZWgKApaWlqYPXs2/P39pe5HIkPv2bNn+O233zB69GhYWlpCTU0N2tra6Ny5M+bNm4fg4GChMjgcDuLj43H06FEsWrQI3bp1g7KyMh3PLO2i/w/hhrZNnDgRlpaWUFdXh6amJjp16gRvb2/cuXNHJDn//fcfunfvDnV1dVhaWmLVqlUC047PnTu3SZy2KEksuG3nzp0r6ukRRITD4eDx48fYuHEjQkNDMXHiREycOFHeaknF/fv3UVxcjClTpkglx9LSEhRFiTSjzWKx4OXlRRKztHJYLBY6deokkicXaAg1GzRoEG7fvi1RuYX8/Hy+hl5dXZ1Ma1cyYejZ2NggPz9faFkKQuvE3NwcmZmZUnnXlJSUeBp6QPMSC0DDmNLQ0CDhm0wjbw8e8egRePD69Wv8+uuvsLe3h5ubG/7++2/k5uaCoiiwWCwMGzYMJ0+eRHZ2No4fPw4PDw+p+1QW94DBgwfzTMldU1OD5ORkJCcn4/jx45g1axYOHz7Mdz3EqVOnWsyQKS4uxsSJExEQENBsX1paGtLS0nD+/HlMnz4dJ0+e5KvzL7/8gg0bNtB/Z2RkYOfOnXjw4AGCgoJECgtav349Ro0aJfG5ECSDoiikpqbi6tWrSEtLQ+/evTFp0iTo6+vLWzWpKCoqwt27dzFkyBCYmppKJcvMzAxKSkpIT0+HtbW10PbcxCx37tyBm5ub1P0T5IOlpSUiIyNRX18vUtjv2LFjER4ejuvXr2PmzJli9VVeXs73PqmpqSmwvIe0MGXoAQ3ZQV1dXZlQi6BAmJubo6KiAkVFRXQYprjwMvTatGkDNpuN9+/fo0uXLs3aOzo6IiYmRuxsyQQBKJKBpSh6EORCUVERLly4gFOnTuHx48f0+9wJpa5du2LWrFn4/PPPxSqLJSpie/S4YQ3t2rXD8uXLcenSJYSHh+PJkyfYtWsXzM3NAQg35BrPmKmpqaFPnz4iPVxKwowZM2gjz8rKCvv27UNQUBAePHiA7du30zPM58+fx8qVK3nKePHiBTZt2gR1dXVs3rwZT548wfnz52FnZ4eoqChs3rxZJF0iIiLg5+fHyHkRhJObm4sbN25g48aN2LVrF6qrq7Fy5UrMmzev1Rt5AODj4wMVFRWMGTNGalnKyspo166dWCFEI0aMgL6+Pi5cuEDWmLRSLC0tUVdXJ3K2QS0tLYwZMwYhISFih7mx2Wy+40RLS6vZ2iYmqaqqkqpQOtBQ8sTMzAzJyckMaUVQJLjPL9Ks01NSUkJdXV2z94yMjJrV0uPi5OSEjIwM4ilmEiW2Ym2ET4ra2lpcvXoVU6ZMgZmZGZYsWYLHjx/TCVaMjY3xzTffIDIyErGxsVizZo1MjDxAAkPP3t4e58+fx9u3b7F7925MmTIFvXv3hpubG1auXIno6Gi6IO3Zs2f5FuR1cHDA3r17ERYWhpKSEoSGhmLAgAHSnQ0Pnj59ilu3bgEAOnXqhOfPn2PJkiUYMGAA3N3dsWrVKjx9+pR+6D9w4ADPm/HFixfB4XDwxx9/YN26dXBzc8O0adNw//59aGpq4sKFC0J14RqU69evJw/FMqayshL//fcfNmzYgHv37sHa2hrLly/H2rVrpaqjpUikpaUhPDwcEyZM4JnFUBLat28vlqGnqqqKadOm4eXLl4zUeyG0PBYWFmCxWGJ97oMHD4axsTEuX74sVl9sNptvIVgjIyNUVFTIrGxHdXU1I98TGxsbJCQkkHv4R0ibNm2goaEh1To9JSUlnmOcX+ZNoOF5iM1mN6vBR5AcFluxNsKnQUhICBYvXoy2bdti6tSp8PHxQXV1NSiKgpqaGry8vHDt2jVkZmZi9+7d6NGjh8x1Env4Xb9+HdOmTeMb4mNkZISdO3fSf1+6dIlnO1dXV3z99ddwdXWVKt21MEJCQujXK1asgI6OTrM27du3x7x58wA0rOEKCwtr1oZ743d3d2/yvrm5Oezt7UX6YVizZg0A4Pnz57hy5YroJ0EQi8TERGzZsgVPnz6Ft7c3tm3bhtmzZ8POzu6jyZbH4XBw8eJFWFhYoF+/fozJtbCwwLt378TKqujk5AQnJydcvHiRJGZphairq8PY2FgsQ09JSQkeHh5ISEhoFqYmCEGGnpOTE7S0tERa4y0uHA4H1dXVUnv0AKBHjx7Iz89HamoqA5oRFAkWi0Wv05MUNpvdzKMHNNQqzcjI4Dn+NTU1eRZb/1RJTk7Gtm3bsHXrVmzbtg1JSUniC5F38hWSjOWTZODAgfj3339RWFhIe+/69++PgwcPIisrC+fPn8fYsWNbtJSXTJ56hwwZQr+W949hTU0N/VpQ7aPGYaO8Hla5i6kDAwObvJ+dnY3ExES0bdtWqC5Lly6l1zFt2LCB7wMPQTJqampw4cIF/PXXXzA0NMS6deswaNAgmU4kyIuIiAi8fv0aU6dOZdR4bd++PTgcjthFg728vFBeXk57zwmtC3E9uQCgq6sLAGKtqxNk6KmoqMDNzQ2hoaESl2/gR01NDSiKknqNHgDY2trC0NAQoaGhDGhGUDSkMfTy8/NRVFTE83mge/fuKCoq4mu0ODs7IykpCVVVVRL1/TGRlpaGjIwMdOjQARUVFZL9rsg7+QpJxvLJQlEUrK2tsWHDBqSmpiIoKAgLFy6Enp6eXPSRiaHX2LiSdwHqxmF6r1694tuusUHKDT1tDDcz4+rVq/H7778jNDQUly5dwtChQ1FeXg4vLy+humhqauKHH34AAMTHx+P8+fOingZBCGlpafjtt98QEhKCqVOnYvny5TJL0y5vqqqq4OPjAxcXF55jVRrMzc3FDuMDGjz5I0eOxP3795Gdnc2oTgTZo6WlJXYiFG6GTKYMPQAYMGAAysvLRS73ICrch2cmDD02m40+ffrg2bNnxIP9EWJubo6cnJwmzzGi8uzZM6ioqMDZ2bnZvk6dOsHU1LRJMobGODk5oa6ujvEaWsJIS0sTe2JP1igpKUFZWRkzZszAuHHjkJiYKL6O8vbgEY/eJ8nChQsRFBSE5ORkbNiwAVZWVvJWSTaGXmOv14cZplqaUaNGoX379gCAv/76i+di/4yMDBw/fhxAw4MGr5pqvXr1wvLly1FZWYm1a9eib9++dNFoR0dHrF+/XiR9Fi9eTC/43rRpk1hhT4Tm1NbWwtfXFzt27ICmpibWrl0LDw+PjyZEkxf+/v4oLy/H5MmTGZetqqqKtm3bipxuvzHDhw+HgYEBLl68SNYvtTJycnLEzprKNfQqKytFPkaYoWdqago7OzvGwzeZNPQAwM3NDVVVVWRd6keIubk5KIqSaMIqMjISjo6OPMcZi8VCv379EB0dzfM5xMjICFZWVrhx4wbjHm1eFBcX49ixY9i+fTv++OMPhUow1DhzqYuLC3R1dcW/J8jbg0c8ep8kBw8eRP/+/eWtRhMYfxrmcDjYunUr/bconi5Zoqamhv/++w8GBgZITU1Ft27dcPDgQYSEhCAgIAA7d+5Ez549UVhYCCsrKxw9epSvrN27d2Pfvn1wcHCAiooK2rZti2XLliEoKIgOYxKGuro61q5dC6BhLdnp06cZOc9PkYyMDPzxxx+4d+8exo8fj+++++6jT/Gfn58Pf39/DBs2TGYeS0tLS4mK96qoqMDLywsJCQlITEyUgWYEWZGdnS2xocekRw8A+vTpg9TUVEYzcHINPSbW6AEND+W2trYkfPMjpF27dmCxWGJn3nz//j3S09PRs2dPvm3c3NzA4XAQHh7Oc/9nn32G3Nxc+Pr6itW3OHA4HDx48ACbNm3Cy5cvMXPmTHTs2BF///038vLyZNavODQ29JSVlTFw4EBERkaKJYPFYoHFVpCNePQIcoRxQ+/PP/+kb2KTJk1Cr169mO5CbAYOHIhnz55h5cqVePPmDRYvXtwk62ZFRQV++eUXRERECM3IuGTJEsTHx6OmpgZZWVnYs2eP2Gn6v/jiC9rL+Msvv/BcuE3gT319PW7fvo1t27aBoih8//33GDVqlNzDhFsCX19faGlpYcSIETLrw9LSEpmZmRJ5m52cnODs7Ix79+6RtSathKqqKr7rigQhK0PPwsICABjNvskNsWQqOy0AdOzYkW+6fELrRU1NDcbGxmKv03v69CnU1NTg6OjIt42Ojg6cnJzoNOsf0q5dO3h6euLBgwe4ffs245ERFEXh4sWLuHz5MlxdXbFx40YMGDAAs2fPRm1trcKE3SspKYGiKPpeMWDAAPFzGrAUbCMQ5ASjhl5gYCC9Bs3ExAT79+9nUrzEUBSFy5cv4/LlyzyNqrKyMpw9exbXr19vEX1UVVWxbt06AA1rA7lhowTh5OTkYOfOnbh27RqGDRuG77//nn4w/NgpLS3Fs2fPMGLECMZC0HhhaWmJ2tpaiR+0p06diqqqKty5c4dhzQjSwuFwEBkZiYCAALx58wYVFRX0TLm4Hj01NTWw2WzGDT1u4quUlBSUlJQwkrSKG17KlEcPaLgXiWscE1oH5ubmYnv0nj59CmdnZ6HJv/r374/MzEy+4fHu7u4YPXo0/Pz8cPz4cYnWCvKCoihcuXIFgYGBmDFjBry9venJGu7viaKsOeVO2nInG/X09LBw4UIxhbDkXzuP3oilR5AfykwJio+Px6RJk1BXVwd1dXVcvHhRIcLoOBwOvL29cfHiRQDAggULsHTpUnTp0gX19fWIjo7GH3/8AT8/P8ydOxcxMTFNykPIinnz5mHr1q149eoVfv31V8yePfujzA7JFBwOB4GBgfDx8YGBgQFWrVqlEItcW5Lw8HCw2Wz07t1bpv1YWloCANLT0yUq4GloaIiePXsiKCgIY8eOhYqKCtMqEiTg7du3OHfuHF6/ft0kNAoAzMzMxP6sWSwWNDQ0GDf0VFVVYWpqCh8fH/j4+IDNZsPOzg62trZwdnaGmZmZ2KFQ3AdYJidIsrOzBXpvCK0Xc3NzPHz4EBRFiTTWEhIS8O7dO0yYMEFoWwcHB+jr6yMkJAQdOnRotp/NZmP8+PEwMzPDqVOnkJubi0WLFkmdse/69eu4f/8+vLy8mtUs5k6AKEoURmNDj/v7IW7iMW7YpCKgKHoQPk0YMfTS0tIwYsQIFBYWQklJCefOncOgQYOYEC01+/bto428jRs3YsOGDU329+/fH76+vpg9ezZOnTqFXbt2wcPDA2PHjpWpXsrKyli/fj3mzp2LN2/e4MiRI1iyZInE8rj1OiQ9TpGTZ+Tm5uLMmTNISkrCkCFD4OnpCVVV1RbXWZ7XiqIoPH78GM7OztDS0pKpDo3rqrm6uop9PEVRcHR0hL+/P+Lj49GtWzfGdKuoqACLxYK6unqLr3sIDwrEo/v+0NbWxvR5X8DA0EgqeS05npKSkrBnzx6YmZlh5cqV6NChAzIyMpCTkwMrKyt6Uk5cXTQ1NVFZWSnycVxDT1j7VatWIScnByUlJSgoKMCrV69w+/Zt+Pn5wdDQEE5OTnB0dIStrS2UlYX/jFVWVtKZ/Ji43rW1tcjNzUXbtm0V5t7ZGu7lioAo18nc3Bzl5eUoLCyEgYGBQHmJiYk4cOAA7Ozs4ODgIPT6s1gsuLm5ISAgAJMnT+brZe7ZsyeMjY1x8OBBbNmyBcOGDcOgQYMk8ko/ePAAt27dwsSJEzFkyJBmOrJYLKiqqqKqqoreJ8/xxE2mVldX10Qf8YQoUBIURdGD8EkitaH37t07DBs2DO/evQOLxcLRo0fh6enJhG6McOTIEQANsfHcsFJe/Pbbbzh16hQA4PDhwzI39ADg888/x2+//YakpCRs2bIF8+bNk3jGubi4WGJDr6ysDAAUasFwWVkZnj17htTUVOTk5EBXVxeLFi1Chw4dUFlZKVamP6aQ57V69+4dysvL4eLiguLiYpn3Z2VlhZycHIn64tYrs7GxQXR0NDp27MiITkVFRThw4AD9t7q6OtTV1dG/f3+emXKZ4sXzaKxdswoZ+UX0e7sPHcGQPr2w5c+9UJbQY9mS4yk6OhqWlpZYuHAhlJSUUFFRgTZt2qBNmzYAIPGYMjAwQFVVlcjHc9fIidKeq1+HDh1ga2sLT09PvH37FsnJyUhKSsKzZ8+gqqoKKysr2NjYwNramg5F+5DKykoYGhoy9t3JycmBjo4ODAwMWuT7KAqKei9XNES5Tvr6+tDV1UVaWprADM7p6ek4f/487O3tMWXKFFquMJydnfH48WNEREQIvHfp6enhq6++QlBQEB4+fIgnT57A1dUVPXr0ENngq66uRmBgIIYMGQJXV1e+49XExAQlJSX0fnmOp/r6eujq6qK4uJheblNSUiKeEEVaG6coehA+SaQy9PLy8jB8+HC6Pt3evXsxe/ZsRhRjipcvXwJoCJcQdGO0sLCAqakpcnJykJCQ0CK6KSkpYcOGDfjss8+QmZmJgwcPYvny5RLJ0tPTEznzZ2O4xqGenp7CPBwkJyfj0KFDtGeI+yAvy3VpoiDPa3Xr1i2w2Wx07969RUpHmJqawt/fHzo6OmL3x71ODg4OuHXrFqZNm8ZIEoy6ujqUlJRg2LBhMDY2RkVFBV6/fo1z585BXV1dJomfXsY8x4iRI1BVW48Pp1FSXqUh8cULPHz6XCLZLTmeEhISYGtrSxt2TFFbW4vy8nKRw8pqa2tRV1cnVhha4+tkZGSEHj16gKIoZGRkIDY2FvHx8YiIiACLxYKVlRUcHR3h5OTUJMSzpqYG9fX1jBWsTUpKQklJCTp27MjXuGxpFPFeroiIcp10dXVRU1OD9+/fo0ePHnxl3bp1CywWC/PnzxcrRF1PTw9mZmaIiIhoFkbJq623tzeGDx8Of39/3Lp1C/fv34e7uzuGDBkidPzduXMHRUVFGDFihMDxr6enh6ysLLqNPMeTvr4+SkpKmtwrxNaBePQIBABSGHrFxcUYOXIkXdxz69atWLp0KWOKMYWysjKqq6tFymzJrV0jSigQU3h7e+O3335DfHw8tm7dKv6C4//BYkmewpd7rCI8HFRVVeHkyZMwMzPDokWLoK2tLW+VmiCPa1VTU4OIiAgMGTKkxTKLdujQAVVVVcjPz6eTY4gDi8VC79694efnh5iYGLi5uUmtk4GBAVgsFkxNTek6NRwOBydPnsSJEyegrq7OuGdv5eKFqKiubWbkcQmMisX9634YNl6yKIaWGE9FRUXIycnBuHHjGO3n5cuXSEtLw4ABA0SWyw3dFFePD68Ti8VC+/bt0b59e4wdOxbFxcWIi4tDbGwsHeJpYmKCYcOGoU+fPqiqqoKamhpj55+TkwM9PT1oaWkxIo8pFOlersgIu04sFgvm5ubIysoSeC254Y4VFRViZ98eOHAgDh8+jIMHD8LT0xNmZmYC2xsZGWHGjBkYNWoU/P39cffuXTx48ABDhgyBh4cHz7FYXV2NgIAAuLm5CdXP3NwckZGRTc5XXuOpY8eOUFFRQVJSEr2OUdJ7hiKgKHoQPk0kcg1UVFRg7NixePbsGQDgp59+wvfff8+oYkzBTdgRFxeHoqIivu3i4uJQUFDQ5JiWgM1mY+PGjQAaFvfv27evxfpWRG7evImysjLMmTNH4Yw8eREdHY2qqipGjCVR4SZkETfzXGPatGkDGxsbREREMKKTkpISdHV1UVhYSL/HZrMxa9YsODk54fDhw0hKSmKkL6DBiHwY/pSvkQc0ROTs2vY7Y33KAm5NQ3GTGQiipqYGZ8+eha2trVjjUpRkLJKgp6eH/v37Y/Hixdi+fTuWLl0Kc3NznD17FuvXr0dCQgKjpRWysrKEPpgTWjcWFhZC73/u7u5QUVHBvn37xF5O4OLigjlz5iAzMxO//vorTp06RT+DCMLAwADTpk3DL7/8gn79+uHevXtYu3Yt/vrrL9y6dQuvXr1CfX093r9/jx07dqCqqgrDhg0TKrd9+/YoKChQiFp6KioqsLa2lq4eq7wLpJOC6QQFQWxDr6amBpMmTUJISAgAYPny5fj1118ZV0xUhgwZQs/cvH79utn+8ePHA2iY2fr22295rmOrqqrCN998Q/89btw4menLiylTptAJK7Zt29aifSsaiYmJ6N27N4yMpEt08THx5MkT2NraSuRZkxQdHR3o6+vzTQEujhwma40ZGBg0MfSABgNw/vz5sLa2xv79+3neByShuLAAtRzh616zGaz3JgsSExNhbm4OHR0dxmTevHkTRUVFmDlzpliz1bIy9BqjoqKCrl27YuHChVi/fj26du2KvLw8iULb+UEMvY8fc3Nz5OTk0JE+vGjTpg2+/vpr5Ofn48CBAwLbfgiLxUKfPn2wfv16TJ06FbGxsdi4cSMuX74s0lo/PT09TJkyBb/++ismTJgAFRUV+Pv7Y8eOHVi1ahV+//131NbWYvXq1SL9djg6OkJdXR2hoaEin4Mssbe3R0pKiuR1htkKthEIckLsGMUZM2bg7t27AAAPDw8sWLAAcXFxfNtraWnx9ZB9WD8uJSWFfn3p0qUmD/s2NjZCY9l58e233+LIkSN4//49jh07huTkZCxevBj29vaor69HVFQU9uzZQ4egdunSBXPnzhW7H2lgsVjYtGkTJk6cqBCzafKktLSUsXU0HwP5+flITEyUy9pXS0tLpKenS3x8amoqoqKi8NlnnzGmEy9DD2h4uF+0aBH27NmDv//+G99++61EpSEao6OnDyUWUC/E1jNsYyhVP7KEoigkJibCxcWFMZkZGRm4d+8exo4dK3YJnZYw9BpjamqKzz//HBMmTGAs7JmbcZMYeh835ubmoCgKWVlZaN++Pd927dq1w5IlS7B3716cOHEC8+fPF2tds4qKCtzd3dG3b1/cv38f9+7dQ0hICIYPHw4PDw+hSVd0dHQwdOhQDB06FPX19UhPT0dSUhIqKysxYsQIkT3Zqqqq6NmzJ0JDQzFmzBi5hxva29vDx8cHaWlpsLW1Fft4FpsNlpJiWFisFlhXTyDwQ2xD78qVK/TrBw8ewNnZWWD7wYMHIyAggOe+efPm8T1u9erVTf6eM2eORIaekZER7ty5g8mTJyMtLQ3BwcEIDg7m2bZ79+7w8fGRSz07T09P9OrViy5e/ClCURRKS0sZ9Ty0dp48eQJ1dXVGH9RFxdLSEo8ePRK5llRjOBwOLl26hPbt26Nv376M6aSvr4+srCye+9TU1LB06VLs3r0be/bswbfffiuVF1RZWRkDXZwR+CyGb/gmBeCbb7+TuA9Zk5ubi8LCQtjZ2TEij8Ph4PTp0zA1NcXw4cPFPr6lDT0uTHrzcnNzweFwSLH0j5x27dqBxWIhIyNDoKEHNExEz5s3D//++y8uXboELy8vse+Z6urqGDt2LAYNGoTbt2/j1q1bCAwMxLhx49CvXz+RjEclJSV07NhR4kzHffv2RUhICJKSkhi7Z0iKhYUFNDU1kZiYKJGhBxarYVMEFEUPwidJy2UdkSPdu3dHbGwsTpw4AV9fX8TExKCgoAAsFgsmJiZwcXGBl5cXpk+fLtfizr/88gvGjBkjt/7lTUVFBerr68navP/B4XAQGhqKnj17SlQ7SVrat2+PsrIyFBUVCa0l9SGxsbF4+/YtvvvuO0azhHI9evyMT01NTSxbtgw7d+7EyZMn8d1330k1M73zn/3oO2Agaus5PI09FxsrjJ8+Q2L5siYxMRFsNhs2NjaMyAsMDKQ/V0mSVkli6FVUVCAiIgIJCQlgs9lQVVWFiooKVFVVm7zu27ev2AkxJOHdu3cAQDx6HzlqamowNjZGZmamSO27d+8Ob29vnD17Fnp6ehg5cqRE/ero6MDLywseHh64du0azpw5gydPnmDGjBmwsLCQSKaocGtqPnnyRO6GHpvNRufOnZGYmCjRchpSMJ1AaEDsX2omi2cyIYuft/BDtLS08NVXX+Grr76Suk9xOH78eLMQVX6MHj36ky52Gx0dDRaLRWfZ+tRJSkpCQUEBox4xceA+VKSnp4tl6FVUVCAgIAC9e/eGtbU1ozrp6+ujuroaVVVVfEOSdHR0MG3aNPz999+Ij4+Ho6OjxP31cOuHuzeuw3v6NGQX//+6GTYAjz494ffgkcSyZQ1FUYiIiICVlRUjiUgKCgrg5+eHgQMHolOnThLJYLPZIq25oSgKr1+/RlBQEJ4+fQotLS2Ym5tDWVkZVVVVKC0tRU1NDWpra1FTU4Pi4mKUlJRg+vTpEuklDtnZ2dDV1VW4jJsE5jE3NxcrIdXAgQNRXFwMX19f6OrqSnXvNjQ0xNy5c9GvXz+cO3cOW7duhbu7O8aOHSuzUkPcYu43b96US63aD7G3t8eFCxdQVVUl/sGkjh6BAOAT8egRFJ+cnBzcuHEDXbt2JYlY/sfjx49hamraollgG2NgYABtbW2kp6cLDdFuTGRkJCorKzFhwgTGdeKuCXv79q3AGecuXbrAxsYG165dg4ODg1RexcEjRyOrqBTXL55HSMBDaGhqYvbir9DRmhkvmayIjo5GSkoKI2VvKIrC+fPnoa6uDk9PyUpJAMI9elVVVYiIiEBQUBAyMjJgaGiI0aNHw8nJiQ6l48WFCxcQHR2NadOmyXxtEUnE8ulgbm6Ohw8fihW+PnbsWJSUlOD06dPQ0dGRaqIJaMiWu3btWty/fx83b97E06dP4eXlhe7du8tkrPfp0wd+fn54+vQp4+VqxMXOzg4cDgfJycniTwArUrZLRdGD8ElCDD2C3Hnz5g3++ecfaGtrY8YMxQ2Da0kqKioQHR2N8ePHy21RPIvFkighCzcJSkFBAQwNmU1UYmFhAQMDA0RHRws09FgsFiZMmIBdu3YhOjpaYNFjURnnNR3jvGTvMWKC2tpaXLlyBV27dkXXrl2llhcdHY3Y2Fh8+eWXUnsHG0ctUBSFsrIyZGVl4enTp4iIiEB1dTWcnJzg6emJLl26gMViobi4WKDMbt26ISAgAG/fvpV5REB2djajpSoIiou5uTnKy8tRWFiINm3aiHQMi8XC9OnTUVJSgsOHD2P58uVST9YpKytj5MiR6NmzJy5cuIB///0Xjo6OmDZtGuMTo/r6+nBwcEBoaKjcDT0TExPo6+sjMTFR7O81qaNHIDRAUgER5EpCQgJ2794NIyMjfPvtt2KvBftYiYyMBIfDgaurq1z1sLS0FLvEQqdOnaCtrY2oqCjG9WGxWOjWrRueP38uNMzZxsYGDg4OuHbtmlwSgMiT+/fvo7CwEFOnTpVaVkVFBS5cuIBu3bqhe/fuUsnKy8tDcXExTp06hR07dmDNmjX4/vvvsXv3bsTExMDd3R2bN2/G4sWL0bVrV5E9sTY2NtDU1MTz58+l0k8YdXV1yMnJ+aQ8eqmpqXj27BmePXuGhIQEeavTonTq1AksFovOyi0q3JIvFhYW2LdvH3IYKsFiZGSEJUuW4Msvv0RGRgY2b96MO3fuML7ko2/fvkhLS5N7FnAWiwV7e3vJ6unJu24eqaNHUBCIoUeQG8+ePcO+fftgbW2N5cuXkyQsjXj8+DG6du0q91ITlpaWKCoqEqmuExc2mw07OztERUXJxMDq1q0bioqK8ObNG6Ftx48fj5ycHISHhzOuh6JSVFSEO3fuYMiQIWKXP+CFr68vqqurMW3aNKllcTgcFBYWIjMzE0ZGRvDw8MDChQuxbt06/Prrrxg/frzInpPGKCkpwcnJSeaG3qeWcbOyshK7du3C4cOHcfjwYezZs0eqkiutDR0dHdjZ2eHp06diH6uqqoolS5ZAV1cXf//9t1CvtKiwWCx0794d69evx8CBA+Hr64ukpCRGZHNxcnKClpYWYmNjGZUrCXZ2dsjMzERpaalYx7GUWAq1EQjyghh6BLnw6NEjHDlyBC4uLli8eLFcskoqKhkZGXj79q3ckrA0hvu5iFu0tkuXLiguLsarV68Y18nGxgZaWloiPdR36NABjo6OCAoKYlwPRcXPzw8qKiqMZPB99+4dgoKCMGHCBEa87T/88AN27dqFH374AXPnzsXo0aPh4uKCdu3aSV3nrlu3bsjKymLMe8ILbmkPaWs0thays7NBURS+/fZbbN++HVpaWhIZPa2Znj17IikpSSJDTUtLC0uXLkV9fT3++ecfRhOcqKurY/LkyVBXV0daWhpjcoGG2n69evVCXFwc6uvrGZUtLtwQ/eTkZPEO/F/WTUXYJPXoccNPhW1DhgwRKuv27duYPHkyLCwsoKamBgsLC0yePBm3b98WWZ+Kigps374drq6uaNOmDbS1tdGlSxesWrVKrMif+Ph4LF68GDY2NtDQ0ICxsTEGDRqEgwcPivWsce7cOYwcORJmZmZQV1dHx44dMWvWLISGhoos41OAGHqEFoWiKNy8eRPnzp3D4MGDMWfOHInStH/MhIaGQkdHR+7rIwDQDybiZnlr164d9PX18ezZM8Z14npvoqOjRWpvb2+PjIwMuT+wtASvX79GaGgoxo0bB01NTanlhYWFQUtLS6Iaprxgs9kyW6/i4OAAFRUVmXr1srOzoa2t/clEH2RnZ4PFYqF9+/bQ0tKCi4sLnj59+kllh+7evTvYbLbE97I2bdrg66+/Rn5+Pg4ePIja2lrGdGOz2ejQoQNev37NmEwubm5uKC8vFztslWn09fXRtm1b8Q09bh09RdnkBEVRWLRoEUaPHo2rV68iMzMTNTU1yMzMxNWrVzF69GgsWrRI6Hc6NTUVPXr0wJo1axAREYHCwkKUl5cjISEBO3fuhLOzM27evClUnyNHjqBnz544ePAgUlNTUVVVhby8PAQFBWHx4sUYOHAg8vPzBcqoqqrC+PHjMWPGDNy9exfZ2dmorq7Gmzdv8N9//6F///7YvHmzWNfpY4YYeoQWg8Ph4MKFC7h+/TomTJgALy8vRmusfQzU1dUhPDwcrq6uUns4mKCyshJsNltsjyubzYaLi4vMwje7d++OnJwcZGdnC23bvn171NbW8i20/jERGBgIExMT9O/fX2pZHA4HERER6NGjR6uYjFFVVYWDg4NMDb137959UuvzsrKy0KZNG6iqqgJo8G7l5+eLFDb9saClpYUuXbpI5cls164dlixZglevXuHEiROM3hM7dOggk8/D0tISxsbGCAsLY1y2uNja2oofHcJSgHV53E1KQ2/JkiWIjY3lux07dozvsevWrcOhQ4cAAC4uLjh79izCw8Nx9uxZuLi4AAAOHTqEn3/+ma+MsrIyjBs3jl4ruXDhQty/fx+PHz/Gli1boK2tjeLiYnh5eSEmJoavnDt37uDLL79EdXU1TE1NsWfPHoSFheHWrVuYPHkygIaJ7smTJwv8jixYsADXr18HALi7u8PHxwfh4eE4cuQIrK2tweFwsH79ehw+fJivjE8J8pRNaBHq6upw7NgxPHr0CDNnzsSoUaNIJioexMbGoqysTCHCNgHQ9eok+axcXFxkFr5pb28PNTU1kbx6FhYWYLFYH/3DKUVRSEpKgqOjIyOTBCkpKSgqKpJ7QiBx6NatG9LS0hhbD/Uh2dnZn8z6PKB5KQkbGxvo6OjIxFOvyPTq1QuvXr0S6mkQhI2NDebPn4+oqChcunSJMa9ohw4dUFxcjKKiIkbkcWGxWHB2dkZMTIxYa7RlQU1NjdgRCvJ24DHp0DMxMYGjoyPfjV9W15SUFPzxxx8AGsZwSEgIvL290bt3b3h7eyM4OBi9evUCAGzbtg2pqak85ezYsYNOxPTHH3/g0KFD8PDwQN++fbF27VrcvXsXysrKqKiowIoVK3jKqKurw9dffw0OhwNdXV2EhIRg2bJlcHV1xahRo3D58mW6zvWjR4/w33//8ZQTGBiIM2fOAGhYg+/v7w9PT0/07t0b8+fPR2hoKNq3bw8AWLNmDePfi9YIMfQIMqeiogL79+/H8+fP8cUXXzAWBvYx8uTJE3Ts2FFh1gBVVFRIXJzXyspKZuGb4nhv1NXV0bZtW7Gzh7Y28vLyUFhYyFjq/4iICBgaGkpcHF0eODk5gc1mC5xVlpT6+nrk5OQozHezJfjQsFVSUoKLiwuePXv2SYVvOjs7Q0VFRep7Wffu3eHt7Y2AgAD4+/szohu37IAsJrIcHBxAURQiIiIYly0OWVlZYieWkve6vGbr9OTAn3/+Sa9527t3b7PSOJqamti7dy+ABkNs9+7dzWTU1tbir7/+AtCw9v67775r1qZv375YsGABAODhw4c8vd9Xr15FSkoKAODHH3+EtbV1szbbt2+n14Jv376d5zlxDVclJSXs27ev2aSmkZERtm3bBgAoLCzEkSNHeMr5lCCGHkGmPH/+HJs3b0ZaWhqWLl1KhwoQmlNUVIT4+HiF8eYBDaGbkq71knX4Zrdu3fDmzRsUFhYKbdu+ffuP3tBLSkoCi8WCjY30hdxra2vx7Nkz9O7du1V53rW0tNCxY0fJ0rELITc3F/X19Z+MR6+6uhoFBQXNQlV79OiBgoICmawLU1TU1dXh5OSEyMhIqWUNHDgQY8aMgY+PDyNJIwwMDKCjoyMTQ09LSwtOTk548uQJ47JFhcPhICcnByYmJuIdyIL83Xj0JpNLIxCKouDr6wugIQLGzc2NZzs3Nzc64Y2Pj0+zCZyAgADaKzZnzhy+y23mzp1Lv75y5Uqz/T4+PjzbNkZTU5PO7hwXF9dsXWZZWRnu378PABg+fDgsLCx4ypk8eTJ0dXX56vKpQQw9gkzgFos9ePAgLC0t8fPPPwsscE1oSHyhrKxMh1IoAlVVVRJ79ACga9euKC4ulsn6OEdHR7DZbJG8eu3bt0dmZqbY2UNbE0lJSbC0tGQkCUtcXBwqKyvRu3dvBjRrWaqqqmSSLIU7hj+VNXpcr92HM+82NjZgs9mfVJkFoGF9Ynp6OiNZXceOHYv+/fvjv//+Q3x8vFSyWCyWzNbpAQ2GQEZGhtw+76KiIlRXV4s9wSJvD568PXppaWnIzMwEAAwePFhgW+7+jIyMZhM4jTNWC5LTq1cvaGlpAQCCg4Ob7efKsbOzE/hZNu7jQznh4eGorq4Wqouqqipt2IaHhzOaAKk1Qgw9AqNQFIXQ0FBs3rwZSUlJmD9/PpYsWUIKoQuBoig8efIELi4uzcIr5ElFRYVU+mRmZkJFRQXGxsYMatWApqYm7OzsRDL0zM3NUVdXJ9UaG0WGoigkJyczGrZpaWnZ6owaDoeD3Nxc8Wf/RSA7OxtaWlrQ0dFhXLaiQVEUHj58iK5duza7lmw2G23atPlov0v86Nq1K9TV1RkpL8FiseDt7Q1HR0f8+++/UntHO3TogLdv38oknLZr167Q1dWVm1ePO8EiduimAtTOY6qO3sWLF2FnZwcNDQ3o6OjA1tYWc+bMwcOHD/ke8/LlS/q1vb29QPmN9zc+Thw5ysrK9KTQhzLKysqQkZHRYro03l9XVyd+xtaPDGLoERgjPz8f//zzD06ePAkHBwesX78evXr1alWhX/IiNTUV79+/V6iwTeD/k7FISmxsLOzt7emsfUzTrVs3JCcnC00WwO3/Y53ZKygoQFFREWNhm3FxcQrlWRaVkpIS1NbWymRigZuY5FO4nyUnJyMjIwPu7u489xsaGn5yhp6qqiqcnZ0RERHBiEGlpKSE+fPnw8LCAvv27ZPKU9ihQweUl5cjLy9Par0+RElJCa6uroiIiJBLRER2djZUVFTEnyyWe7gmc9lYXrx4gaSkJFRVVaGsrAwpKSk4efIkPDw8MGnSJJ7Jpxp7YPmFOHKxtLTkeVzjv7W0tKCvry+SnNzcXNrzBjR4CrnfGSZ0kVbOp4bi58wmiERJSYlEx1EUhZKSEnALb0oCh8NBcHAwbt68CU1NTcyePRsODg7gcDgS66WIMHGt+PHgwQNoa2vD1NRUoa5ZYWEhDA0NxdKJe53Ky8vx8uVLeHl5yeycrKysUF1djbCwMIFhhhUVFaipqUFRUREduy9vmBxP3NpIKioqUl9rDoeDmpoaVFZWKsRYFOc6vXr1CjU1NdDQ0GBc97S0NHTo0EEhrgkvmBxPN2/ehL6+PszNzXmer4aGBt69e6ew10IQ0lwne3t7BAcHIyEhAebm5ozo89lnn2Hv3r3YuXMnvv76a6EP07yora1FTU0N0tLSxC6Fw4/G18nR0RE3b97EkydP0K1bN0bki8qrV6+gr68vdubPsvIyuSVB+ZCy8gbdP/y+qKmpCfy8NDU1MWHCBAwdOhT29vbQ1tZGbm4uAgMDceDAAeTn58PHxweenp7w9/eHiooKfWxpaSn9WlgoOzfkEkCz68yVI0o4/IdyuOfGtC7SyvnkoAitmqqqKgoA2chGNrKRjWxkI9tHu7Vt25aqrKwU+ExUWVlJtW3bVu66frhpa2s3e2/Dhg0Cz6WwsJDvvuzsbMrFxYWW9ddffzXZ/8svv9D77t+/L7Cf+/fv0203b97cZF+nTp0oAJSlpaVAGRRFUbNmzaLlpKen0+8/evSIfv/nn38WKKO+vp5uO3To0Cb75s+fT+9LTU0VKOfIkSN021OnTgnV/WOGePRaOWpqaqiqqmriJicQCAQCgUD4mFBVVRWaHExdXR1paWmoqalpIa1Eg6KoZh5kYd5XQd5dU1NTXLp0CV26dEFNTQ327t2Lb775ht7f+DoJuxaNnx8/XKrBlSPK9eQnh2ldpJXzqUEMvY8AYe5/AoFAIBAIhE8BdXV1qbJFtxY6deqE4cOH48aNG0hJScG7d+/oOp+Nk0YJC10sLy+nX38YEsmVI0r4Iz85TOsirZxPDZKMhUAgEAgEAoFAaGU4ODjQr7nlFICmyUq4GS/50ThZSeMkJo3llJeX0/X0hMkxNjZu4nxgWhdp5XxqEEOPQCAQCAQCgUBoZVB8MsA2NgATEhIEymi8v0uXLhLJqaurQ2pqKk8Z2tratLHVEro03q+srMxINurWDDH0CAQCgUAgEAiEVsaLFy/o19ywTaAhIzX378DAQIEyHj16BKCh3mzHjh2b7BswYAD9WpCcyMhIOlyyf//+zfZz5SQmJiI7O5uvnMZ9fCind+/edKkkQbrU1NQgNDS02TGfKsTQIxAIBAKBQCAQWhGvXr2Cv78/gIb1eo1LfrBYLHh6egJo8G5xDZ8PCQ0Npb1fnp6ezRLGDBkyBHp6egCAEydO8PUgHj9+nH49adKkZvsnTpzIs21jKioqcOHCBQAN3rvOnTs32a+jo4OhQ4cCAO7du8c3fPPKlSt0KQteunxqEEOPQCAQCAQCgUBQEK5duyawQH1OTg6mTp2K2tpaAMDSpUubtVmxYgWUlRtyLi5btgyVlZVN9ldWVmLZsmUAGkIcV6xY0UyGqqoqnc3z5cuX2LFjR7M2T548wZEjRwAAgwcP5lnTdtKkSbC2tgYA/P7773SYZ2NWr16NwsJC+jUvVq1aBaAhVHTp0qWor69vsj8vLw/ff/89gIaspV988QVPOZ8Uci7v8NFTXV1NHT58mBo5ciTVtm1bSlVVldLS0qI6d+5MzZs3j3ry5AnP49LS0sSu09KhQwepdOVwONSFCxcoT09PysLCglJTU6M0NDQoKysravr06dTt27dFknPq1CmqW7dulJqaGmVhYUF99913VHFxMd/2c+bMEftc09LSJL62jXn9+jX1/fffUz169KD09PQoZWVlysDAgOrbty/1yy+/UO/fvxcqIzMzk5ozZw5lZGREaWhoUIMGDaL8/f35tpfks50zZw5FUZKPJ6bPWRgJCQnUrl27KE9PT6pjx46Uuro6paGhQXXs2JGaPn06dePGDZFltdR4+hRpLeOpMQUFBdSOHTuoAQMGUKamppSqqiplZmZG9e7dm/ruu++ox48fCzyejCfFg4lxmJKSQn3zzTeUg4MDpa2tTWlqalJ2dnbUN998QyUmJoqkR0vdyxXlfIVB7uPyo0OHDlS7du2oZcuWUWfOnKEeP35MRUVFUf7+/tRPP/1EGRkZ0ec9YMAAqqqqiqecH374gW7n4uJCnTt3joqIiKDOnTvXpA7fjz/+yFeXkpISqnPnznTbL7/8knrw4AH15MkT6rfffqNrBGpoaFBRUVF85dy4cYNis9kUAMrU1JTau3cvFRYWRt2+fZuaMmVKk/Opq6vjK8fb25tu6+7uTvn6+lIRERHU0aNHKWtra3rfgQMHRL7eHzPE0JMhb9++pZycnITenFauXElxOJwmx0ryAzJixAiJdS0qKqKGDBkitI/p06dT1dXVfOVs2rSJ53EuLi5UWVkZz2MkuaGHhIRIfG25nD59mtLU1BR4vKGhocBio5mZmZSFhUWz49hsNt8inZI+HEgznpg8Z2HMnj1bpHMaNWqUwIKwFNVy4+ljekAQldYynhrj6+tLmZqaCuzP09OT7/FkPCkeTIzDAwcOUCoqKnyP1dDQoI4dOyZQj5a6l0+dOlUhzlcY5D4uXzp06CDSOU+ZMkXg9a+vr29SaJzXtmDBAqq+vl6gPsnJyZStrS1fGbq6utS1a9eEntehQ4coVVVVvnJcXV2p3NxcgTIqKiqoMWPG8JXBZrOFFqP/lCCGnoyora1tcjN3dnamjh8/Tj158oS6e/cutX79ekpLS4ve/8cffzQ5vqamhoqNjRW6zZw5k5Zx+vRpifUdPXo0LcfKyorat28fFRQURD148IDavn17k9mjr776iqeM+Ph4is1mU+rq6tTmzZupJ0+eUOfPn6fs7OwoANT333/P87jGN/Q7d+4IPeeoqCjK0dFR4mtLURT1+PFjSklJib4pzJs3j/Lx8aHCw8OpS5cuUePHj6eP19LS4vsDMm3aNAoA1bdvX+ratWtUcHAwtXLlSorFYlFaWlpUXl5es2MaPxx4enqK9Dm/fv1aqvHE5DkLY+jQoRQAqk2bNtSXX35Jz0aGh4dTBw8epMcD0DBzx+8HpqXGU2xsLFVTUyPRubZWpL0/UVTLjScuFy9epJSVlSmgwXhct24ddffuXerp06fUjRs3qD179lAjRoygpk6dyvN4Mp4UDybG4dmzZ+n9+vr61K+//kqFhIRQ4eHh1L59++gHZiUlJermzZt8dWmJe3lUVBRlb2+vEOcrDHIfly8BAQHUpk2bqFGjRlGdO3em2rRpQykrK1P6+vqUk5MTtWjRIqHRC425ceMG5enpSbVr145SVVWl2rVrR3l6eoo1RsrKyqht27ZRvXr1ovT19Wkv8sqVK6nXr1+LLCc2NpZauHAh1alTJ0pdXZ0yNDSkBgwYQO3fv5+qra0VWc7p06ep4cOHUyYmJpSqqiplaWlJzZw5U6zr8ilADD0ZcenSJfom1bdvX55u6MjISHpWzsDAQKwBTlEUVVdXR7Vr144CQOno6FDl5eUS6RoZGUnr2qlTJ6qkpKRZmzdv3lD6+vr0Qx2vcKyNGzdSAKg9e/Y0eT8jI4PS1NSkrKysePbf+IYuysMgE9d23LhxtIx//vmHZz/ffvst3WbZsmXN9ldVVVFqamqUpaVls1nJ5cuXUwCoEydONDuu8cMBNySztZyzKMyZM4c6ePAg31CS8vJyasCAAXQ/vK4RRbXcePoUaU3jiaIavjPcB+DevXvzfOjmwu9hj4wnxUPacVheXk6ZmJjQv4Hx8fHNjs/NzaXDuaysrHhGpLTUvVxRzlcUyH2cQPg4IMlYZERISAj9+scff4SSklKzNj179sS4ceMAAIWFhULrgnzIvXv38O7dOwDA1KlToampKbWuK1asgI6OTrM27du3x7x58wAAHA4HYWFhzdpwi3W6u7s3ed/c3Bz29vZNinlKAxPXlivD0NAQX331Fc9+1q9fT79+/Phxs/35+fmorq6Gq6srtLS0fComDwAADzxJREFUmuzjZob62M5ZFI4fP44vv/yyScHUxmhqamL//v3035cuXeLZrqXG06dIaxpPAPDtt9+ivLwcurq68PHxgaGhId+2KioqPN8n40nxkHYc3rp1C+/fvwfQ8NvVuM4WFyMjI2zduhUAkJaWhvPnzzdr01L3ckU5X1Eg93EC4eOAGHoyoqamhn7dqVMnvu24WYgAoLq6Wqw+Tp48Sb+eM2eOWMc2hildTUxMADSvb5KdnY3ExES0bdtWYh0bw4S+XBlWVlZ8j9fT04ORkRHP4wHAwMAAysrKiIyMREVFRZN9AQEBAPDRnTNTODo60v3wyr4FtNx4+hRpTeMpIyMDfn5+AIAvv/yySa0ocSDjSfGQdhxGRETQr0eNGsX3+Mb7Ll++3Gx/S93LFeV8mYLcxwkExYcYejLC1taWfv3q1Su+7bg3RxaL1eQYYZSWlsLHxwcA0KFDBwwaNEgyRSG+rgCa1TcB/r9OyurVq/H7778jNDQUly5dwtChQ1FeXg4vLy+JdZRGX17Xlvt3Wloa3+NLSkqQl5cHgPf5amhoYOTIkXjz5g1GjBiBGzdu4PHjx1izZg12794NTU1NjBkzRvQTE4CinDOTcB96eM1qAy03nj5FWtN4unLlCp1Cu/FnXlRUhOTkZFq+MMh4UjykHYcFBQX0a65BwQttbW064oVbHLoxLXUvV5TzZRJyHycQFBx5x45+rOTk5NApZ/v3788zFv/Zs2d09qHPP/9cLPlHjx6l49d//vlnqXStqqqi2rdvTwGgrK2teWbBSk9PpwwMDOiF1/zgrmf4cHN0dOSbSlncWHwmru0///xD97l//36e/axatYpuwy/FdnJyMmVoaNjsfFksFnX48GGex0iyRk+RzpkJnj17Rvczbdo0vu1aYjx9irSm8cRNOKWmpkbV1NRQFy9epHr06NFkPHTs2JFav349VVpaKlAWGU+KhbTjcMWKFfRnExkZybef6upqisVi0W2zsrKatWmJe7kinS8TkPs4gaD4EENPhly8eJFSV1engIY0widOnKCePHlC+fv7Uxs3bqR0dHQoAFSPHj2onJwcsWQ3LoWQnJwsta6PHj2iDTlra2vqwIEDVHBwMPXw4UNqx44d9AJwKysrKikpSaCsffv2UQ4ODpSKigrVtm1batmyZQLT/4qbXevNmzdSX9va2lq6Fgubzaa++OILys/Pj4qIiKAuX75MTZo0idbpp59+Eni+qamp1LRp0yh9fX1KXV2d6tu3r8D6QpJk3aysrFSoc5aWqVOn0n1dvHhRYNuWGE+fIq1lPHXv3p2+L33//fc8Hxi5m4ODA5Weni5QHhlPioU04/DAgQP0Z/Pnn3/y7eP+/ftNxklYWBjPdi1xLz99+rTCnK+0kPs4gaD4EENPxsTFxVHz5s3j+VBiampK/fnnn2Jny3zz5g09W9evXz/GdE1LS6NWrlxJpzBvvGlra1O//PKLwGx3kiJuvRxunSxpry2Hw6HOnj1LdevWjacMd3d36u7du4yfryS1l7hFSFvrOTemcea5nj178q0VJSmSjqdPkdYwnrjRBmpqahTQUK/p77//pnJycqiqqioqMjKSGjt2LN2nm5ubwGK74kLGk+yRdBy+ffuW/r2ysLCg8vPzm7Wpqamh+vfv30TmvXv3GNFb0nt5az3fxpD7OIHQOiBr9GRITU0Nzpw5g+vXr/Pcn5OTgzNnzuDhw4diyf3vv/9AURQAYPbs2VLrCQAUReHy5cu4fPky6urqmu0vKyvD2bNn+Z5LS8PEtU1MTMTZs2cRFxfHc/+TJ09w4sQJZGVlMaKztHwM55yQkEBnb9XQ0MDJkyfBYrFk0hdBMK1lPJWXlwNoSErBYrHg5+eHpUuXwsTEBGpqaujZsyf8/PwwevRoAEBoaKhME1AQmEWacWhpaYnFixcDaEja079/f1y7dg2lpaWoqqpCcHAwhg8fjpCQkCbZWCsrK2VzMiJQW1vb6s+X3McJhFaEvC3Nj5WysjJq0KBBFNBQuHTNmjXUy5cvqerqaqq4uJi6e/cuXYOGxWJRu3fvFlk2t+CqmpqawNAHUamvr6e8vLzombEFCxZQz549oyorK6mysjIqODiYmjBhAr3/22+/lbrPxogbi8/EtX306BFdF7BDhw7UqVOnqOzsbKqmpoZKT0+n/vnnHzqU1cLCgnrx4gVj5yvJGr3Wfs4URVGZmZlUx44daR3Pnj3LqHwuZG2HcFrTeDI3N6c/zwkTJvBtFxcXR7ebNGmSRH3xgown2cHEOKyqqqLGjBkj0NvTpUsX6quvvqL/DggIYER/ce/lrf18KYrcxwmE1gYx9GTEd999R9+kjh8/zrNNbW0t5e7uTgENa1yeP38uVG5YWBgt18vLixFd9+7dS8vcuHEj33azZs2i212/fp2RvilK/Bu6tNe2qqqKfnhs27Yt34XqcXFx9FqKXr16SXRuvJDE0Gvt55yfn0917dqVPoe///6bMdkfQh4QhNOaxhN3YgvgX5idC1cnS0tLifriBRlPsoOp38n6+nrq8OHDlIuLS5MkJIaGhtR3331HlZWVUQsWLKDfF+W3VhTEvZe39vMl93ECofVBDD0ZwOFwqDZt2lAAqM6dOwtsGxwcTN/MVqxYIVT20qVL6fbXrl1jRF9usgMdHR2qqqqKb7v09HS674kTJzLSN0WJd0Nn4tr6+PjQ72/ZskWgjC+++IJuGx0dLfI5CULch4PWfs4lJSVU7969aZmbN2+WWqYgyAOCYFrbeBo+fDh9vK+vr8C2bm5uFNAQ7cAUZDzJBln9TpaUlFDJyclURkYGVV9fT7/v6upKAaCUlZWpiooKRs5BnHt5az9fch8nEFonZI2eDMjJyaHr3bi4uAhs27NnT/p1QkKCwLa1tbU4f/48gIYaOoIKporDy5cvAQAODg5QU1Pj287CwgKmpqYi6SormLi23PMFgB49ekgkoyVpzedcWVmJ8ePH04V+V69ejXXr1kklkyAdrW08OTg40K+59fT4wd2vrKwsdj+ElkVWv5M6OjqwsbGBubk52OyGR5yysjI8f/4cAODk5AQNDQ1pVJeI1ny+5D5OILReiKEnAxo/ZPBKbNKY2tpansfx4saNG3Rx4JkzZzL2MMOVI0xX4P/1ldeDFBPXVlafj6xoredcW1uLKVOmIDAwEACwePFi/PHHHxLLIzBDaxtPgwYNol8LKjLdeL+5ubnY/RBalpYcQ1euXEF1dTUAYNq0aWIfzwSt9XzJfZxAaN0QQ08GtGnTBrq6ugAass4Juqlzb54AYGVlJVDuyZMn6ddz5syRUsv/h9tvXFwcioqK+LaLi4ujZySF6SormLi2jV8HBQUJ7E+cz0dWtMZzrq+vx8yZM3Hr1i0AwKxZs7Bv3z6JZBGYpbWNp1GjRkFTUxMAcPXqVYH95OfnAwAGDhwodj+ElkVWv5MfUl1djc2bNwNoyBA5d+5c8ZVlgNZ4vuQ+TiB8BMg7dvRjZcaMGUITnBQUFFAODg50uzt37vCVl5+fT6mqqlIAKCcnJ7F0GTx4sMBY9x9//JHeP2/ePJ71cCorK+kF4gCogwcPiqWDIMSNxZf22hYWFlKampr0usSYmBieMm7evEmx2WwKAGVubt5k/YM0SJKMRZHOWdh44nA4TWpETZkyhdG6ZsIgazuE05rGE0VR1Jo1a+g2x44da7a/tLSUXmsMgAoPDxd+EUSEjCfZwcTvZG5uLt81aFVVVU0ySm/bto1R/cW9lyvS+ZL7OIHwaUAWMsiI9evXw9fXFxUVFdi4cSOePn2KOXPmoFOnTqiqqkJoaCh2796Nt2/fAgCGDh2KESNG8JV37tw51NTUAGDWmwcA3377LY4cOYL379/j2LFjSE5OxuLFi2Fvb4/6+npERUVhz549ePHiBQCgS5cuMpsVTUpKQllZmcA23t7eUl1bfX19/PDDD1i/fj1KS0vRr18/LFu2DMOHD4eBgQFycnLg6+uLf//9FxwOBwCwdetWev0DkxQVFfGtQdaYWbNmtZpzXrVqFY4dOwYAcHR0xNq1a5us6foQVVVVdO7cWex+REGU8QQ0rD/V19eXiQ6KiLT3p5b+Dq1duxZXr15FcnIyvvjiC4SHh2Pq1KnQ09NDXFwctm3bRo+xJUuWoHfv3lJeId6Q8cQsTPxOBgQEYOHChfj8888xbNgwWFpaoqKiApGRkdi/fz+SkpIAABMnTsS3334rs3MR5V7u7e0NHx8fVFZWKvz5kvs4gfCRIG9L82PG39+fMjIyomel+G0eHh5UQUGBQFl9+vShgIbaO/xSmfNDlBnzqKgoysrKSqiu3bt3p16/fi1W/8JoPHMn6rZq1Sqpri2Hw6FWrFjRJDU1r01FRYXavn07o+fbeBZY1K1Dhw5SjyemzlnYeOrQoYPY58YkkownXl6ij53WMp64pKSkUF26dBHY17x586iamhomLg8NGU+yRdpxePHiRYHHsVgsavHixYyPC4qS7F5uYmKiEOdL7uMEwqcB8ejJkGHDhiEhIQFHjhzBrVu3EB8fj6KiIigrK6Nt27bo3bs3Zs6ciQkTJoDFYvGVk5ycjLCwMADA8OHD0bZtW8Z17d69O2JjY3HixAn4+voiJiYGBQUFYLFYMDExgYuLC7y8vDB9+nSoqKgw3r+4dO3aVapry2Kx8Oeff+Lzzz/H4cOHERwcjDdv3qCiogLa2tqwsbHB4MGDsWjRIpnNUoqLtOOpNZ4zQXa0tvFkbW2NZ8+e4eDBg7hw4QISExNRWloKExMT9OvXD4sWLYKHh4fU/RBaFmnH4cCBA7F9+3bcv38fCQkJeP/+PdhsNszNzeHh4YH58+ejV69ecjgz3mhoaODp06efzPkSCAT5wqIoipK3EgQCgUAgEAgEAoFAYA6SdZNAIBAIBAKBQCAQPjKIoUcgEAgEAoFAIBAIHxnE0CMQCAQCgUAgEAiEjwxi6BEIBAKBQCAQCATCRwYx9AgEAoFAIBAIBALhI4MYegQCgUAgEAgEAoHwkUEMPQKBQCAQCAQCgUD4yCCGHoFAIBAIBAKBQCB8ZBBDj0AgEAgEAoFAIBA+MoihRyAQCAQCgUAgEAgfGcTQIxAIBAKBQCAQCISPDGLoEQgEAoFAIBAIBMJHBjH0CAQCgUAgEAgEAuEjgxh6BAKBQCAQCAQCgfCRQQw9AoFAIBAIBAKBQPjI+D+YzEm7QDj3ZAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "# EXAMPLE: POINT EXPOSURES WITH POINT HAZARD\n",
    "import numpy as np\n",
    "from climada.entity import Exposures, ImpactFuncSet, IFTropCyclone\n",
    "from climada.hazard import Centroids, TCTracks, TropCyclone\n",
    "from climada.engine import ImpactCalc\n",
    "\n",
    "# Set Exposures in points\n",
    "exp_pnt = Exposures(crs=\"epsg:4326\")  # set coordinate system\n",
    "exp_pnt.gdf[\"latitude\"] = np.array(\n",
    "    [21.899326, 21.960728, 22.220574, 22.298390, 21.787977, 21.787977, 21.981732]\n",
    ")\n",
    "exp_pnt.gdf[\"longitude\"] = np.array(\n",
    "    [88.307422, 88.565362, 88.378337, 87.806356, 88.348835, 88.348835, 89.246521]\n",
    ")\n",
    "exp_pnt.gdf[\"value\"] = np.array([1.0e5, 1.2e5, 1.1e5, 1.1e5, 2.0e5, 2.5e5, 0.5e5])\n",
    "exp_pnt.check()\n",
    "exp_pnt.plot_scatter(buffer=0.05)\n",
    "\n",
    "# Set Hazard in Exposures points\n",
    "# set centroids from exposures coordinates\n",
    "centr_pnt = Centroids.from_lat_lon(exp_pnt.latitude, exp_pnt.longitude, exp_pnt.crs)\n",
    "# compute Hazard in that centroids\n",
    "tr_pnt = TCTracks.from_ibtracs_netcdf(storm_id=\"2007314N10093\")\n",
    "tc_pnt = TropCyclone.from_tracks(tr_pnt, centroids=centr_pnt)\n",
    "tc_pnt.check()\n",
    "ax_pnt = tc_pnt.centroids.plot(\n",
    "    c=np.array(tc_pnt.intensity[0, :].todense()).squeeze()\n",
    ")  # plot intensity per point\n",
    "ax_pnt.get_figure().colorbar(\n",
    "    ax_pnt.collections[0], fraction=0.0175, pad=0.02\n",
    ").set_label(\n",
    "    \"Intensity (m/s)\"\n",
    ")  # add colorbar\n",
    "\n",
    "# Set impact function\n",
    "impf_tc = ImpfTropCyclone.from_emanuel_usa()\n",
    "impf_pnt = ImpactFuncSet([impf_tc])\n",
    "impf_pnt.check()\n",
    "\n",
    "# Get the hazard type and hazard id\n",
    "[haz_type] = impf_set.get_hazard_types()\n",
    "[haz_id] = impf_set.get_ids()[haz_type]\n",
    "# Exposures: rename column and assign id\n",
    "exp_lp.gdf.rename(columns={\"impf_\": \"impf_\" + haz_type}, inplace=True)\n",
    "exp_lp.gdf[\"impf_\" + haz_type] = haz_id\n",
    "exp_lp.gdf.head()\n",
    "\n",
    "# Compute Impact\n",
    "imp_pnt = ImpactCalc(exp_pnt, impf_pnt, tc_pnt).impact()\n",
    "# nearest neighbor of exposures to centroids gives identity\n",
    "print(\n",
    "    \"Nearest neighbor hazard.centroids indexes for each exposure:\",\n",
    "    exp_pnt.gdf[\"centr_TC\"].values,\n",
    ")\n",
    "imp_pnt.plot_scatter_eai_exposure(ignore_zero=False, buffer=0.05);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Raster from file "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-19T10:08:03.171168Z",
     "start_time": "2020-10-19T10:07:37.913084Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:59:11,285 - climada.entity.exposures.litpop.litpop - INFO - \n",
      " LitPop: Init Exposure for country: VEN (862)...\n",
      "\n",
      "2023-01-26 11:59:13,749 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:13,751 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:13,783 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:13,785 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:13,787 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:13,850 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:13,852 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:13,926 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:13,928 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:13,984 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:13,985 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,045 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,046 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,105 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,108 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,167 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,168 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,220 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,221 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,252 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:14,253 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,255 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,283 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:14,284 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,286 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,314 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:14,315 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,317 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,348 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:14,349 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,351 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,381 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:14,383 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,386 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,416 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:14,417 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,419 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,491 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,493 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,556 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,557 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,622 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,624 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,703 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,705 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,779 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,780 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,854 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,855 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,922 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,924 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:14,988 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:14,990 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:15,026 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:15,028 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:15,029 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:15,065 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:15,066 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:15,069 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:15,130 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:15,131 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:15,200 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n",
      "2023-01-26 11:59:15,202 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:15,263 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:59:15,265 - climada.entity.exposures.litpop.gpw_population - INFO - GPW Version v4.11\n",
      "2023-01-26 11:59:15,289 - climada.entity.exposures.litpop.litpop - INFO - No data point on destination grid within polygon.\n",
      "2023-01-26 11:59:15,833 - climada.util.finance - INFO - GDP VEN 2014: 4.824e+11.\n",
      "2023-01-26 11:59:15,909 - climada.util.finance - INFO - Income group VEN 2018: 3.\n",
      "2023-01-26 11:59:15,933 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
      "2023-01-26 11:59:15,934 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:59:15,936 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:59:15,937 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:59:15,939 - climada.entity.exposures.base - INFO - centr_ not set.\n",
      "2023-01-26 11:59:15,949 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
      "2023-01-26 11:59:15,951 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:59:15,952 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:59:15,953 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:59:15,955 - climada.entity.exposures.base - INFO - centr_ not set.\n",
      "2023-01-26 11:59:15,962 - climada.util.coordinates - INFO - Raster from resolution 0.08333332999999987 to 0.08333332999999987.\n",
      "\n",
      " Raster properties exposures: {'width': 163, 'height': 138, 'crs': <Geographic 2D CRS: EPSG:4326>\n",
      "Name: WGS 84\n",
      "Axis Info [ellipsoidal]:\n",
      "- Lat[north]: Geodetic latitude (degree)\n",
      "- Lon[east]: Geodetic longitude (degree)\n",
      "Area of Use:\n",
      "- undefined\n",
      "Datum: World Geodetic System 1984\n",
      "- Ellipsoid: WGS 84\n",
      "- Prime Meridian: Greenwich\n",
      ", 'transform': Affine(0.08333333000000209, 0.0, -73.41666666500001,\n",
      "       0.0, -0.08333332999999987, 12.166666665)}\n",
      "2023-01-26 11:59:23,374 - climada.util.coordinates - INFO - Reading C:\\Users\\F80840370\\climada\\demo\\data\\SC22000_VE__M1.grd.gz\n",
      "2023-01-26 11:59:25,519 - climada.util.coordinates - INFO - Reading C:\\Users\\F80840370\\climada\\demo\\data\\SC22000_VE__M1.grd.gz\n",
      "Raster properties centroids: {'driver': 'GSBG', 'dtype': 'float32', 'nodata': 1.701410009187828e+38, 'width': 163, 'height': 138, 'count': 1, 'crs': <Geographic 2D CRS: EPSG:4326>\n",
      "Name: WGS 84\n",
      "Axis Info [ellipsoidal]:\n",
      "- Lat[north]: Geodetic latitude (degree)\n",
      "- Lon[east]: Geodetic longitude (degree)\n",
      "Area of Use:\n",
      "- undefined\n",
      "Datum: World Geodetic System 1984\n",
      "- Ellipsoid: WGS 84\n",
      "- Prime Meridian: Greenwich\n",
      ", 'transform': Affine(0.08333333000000209, 0.0, -73.41666666500001,\n",
      "       0.0, -0.08333332999999987, 12.166666665)}\n",
      "2023-01-26 11:59:28,695 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard FL. Using the anonymous 'impf_' column.\n",
      "2023-01-26 11:59:28,695 - climada.entity.exposures.base - INFO - Matching 10772 exposures with 22494 centroids.\n",
      "2023-01-26 11:59:28,704 - climada.engine.impact_calc - INFO - Calculating impact for 32310 assets (>0) and 1 events.\n",
      "\n",
      " Nearest neighbor hazard.centroids indexes for each exposure: [  39   40   41 ... 3387 3551 2721]\n",
      "2023-01-26 11:59:28,714 - climada.util.coordinates - INFO - Raster from resolution 0.08333332999999987 to 0.08333332999999987.\n"
     ]
    },
    {
     "data": {
      "image/png": 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AptDmK5qTJ7khQt+rK5G0fKcSGMSISo7cnyW7q3yWe6dppO3SOMl1EZwpjxW/1sLYI3mmni6e7W5pNJpTxFcK/wRNbM80i71/y4FFL2Tec889fP3rX59127333su9994bWtcoZD744IMcOXKkuvzhD3943jb/4R/+oame040Qgk9+8pP8+q//+hltdzFhRAU9N6ZIrKkkVB7+jwy5veUzkgtwIZBR6H1FGittYLeaHHkwe7a7dMq0OZUBX9/hIrktAlP6mLKW6NqUPrLOB1MKFQr806jINIQKlRcCFOF1Gs3JYkRrd5xhS4yZgNvJ9REtZC4ykuttOrYlmHiiwPhjeTqvStB1TZLioDtvgDeNRqPRLH4WvZB5LvFrv/ZrXHnllTz66KNnuytnlFi/RXJ9hOT6CAgY+t40+QNLSwMYW2mx4vUtVQN05SuyO5f+oHZfewt9ZIgdUOS2LHzuMWUpRFnnNNMsDNPPl5h+vgSiInAKU+Dlg6b8bka88qD6hQXUnEuI9liYUYFSIExBacTFy2rt/Gwk1lSiVB/19x57JE/LBTFiKy0tZGo0SxydwkQDS0DI/NrXvnZKPoq33nrrGddK1rN27doTisr1yCOPnMbeLDIktF8ep+PyBM60T25fmYnH8/jFpfPgG3FJ17VJkuttCGDoexn6X5dm/LH8skhaX7BtcpsEbY8rYgMKd/3C1q9aFHLnOeEarjmTKGbeI83PoDBg9ZtbMRMGe//n+IIJmit/vZVYX9iv0M36DPzTxILUv9woHnZJb4my9h3tlWiWPkhL6BysGo1Gs0xY9EKmZnlgJiWpjRGstIEwBdIURLpMzKRk7JEck08uHT+cxDqb9KYokTXxqumoE5jsne4hfUMRYUxQvmg1+Y2tof1S33+OYAlGDs5vEkRGFK1PKvIoEu0+9uqKltYgqOa9BMi6EUp+ZaAtFLQGgohVqtrNuoFBOTCq5c02iBclzrSBSoGnpH4paRYMq8XAiAoCT+EXAvzLLqJjXRYzUfEBTt68ntGptmr52L5J/Bd3H6u6OcntKxPrsygMOkw/XyS2wqbl/KgObnUMMjtK5PaVK9rfhESaAr8UaLNmjWYZEKDwF/mLT2syTz96PKc5bZgpSeAqWrZGab8iAQqcSQ/lKQIf8gMO0zuKOOP+/JWdRWIrLdJbosT6KoMhIQRKKTwjYDwdYee6NJmUzdZdU6w4nMczBOOXKg73hE1+Wx5qWZJCJsD0ZYK+7yjSD0mm6WTt2waI9ZRoMQt02zXf0zE3Sd6vmMGhoNUNkFahInECGS9K1qsFCnJ6IWYq5F6L4kUK1zf0S0lzaghIb4nS8/LULBsPAxXrWQl0t07zxOUd1TDIfb/sIH6SQubUM0X8UkDHFQn6XttSWfd8UQuYcxCUFYUl5hqh0Wg0muNDj+c0C44woOOqBG0Xx4FKYt+pZ4uMP5ZfEkF8or0m6a0xYv0WVlIiZEWoDFxFacQlt9chs6PIji9sw0w69I8U2LJ3mo5ph8HuOM9ubj/bh7Dg+AlBqVcRHa4sF4ejxHpKp16xBeVVisheQfFCPRrXnByxfoveV6Ux42HT68BTHPr3KYyYpP91LdX1EvCE4Mm+3uPIs3P8ZHeWye4uE2kzERaURpbAC0+j0WgWGO2TqQEtZGoWAgGRLpNot0W02yS+0kbagrGHc/jFgOKwhzu9eLWVdqdJy3lR4iusijnvjFCpPEV5zCO332F6e4mgzndLSOibzLN5xyTJosdoW4QX16Q52Js4i0dyepm+RBAdnnkpq4UbmJfXKaL7JMYEEFmwajXnEoKQgJnZWWLslzn8Ov++XV8aZeTDV6O6HMqGgWcYs9V06gTowDUajUajOefRQqbmpDFigrbL4qQ2RDATBoFfEcqyu0pMv1BatIKl1SqreTjtFgNhVAQmH0HOsBi3Exyy05QtG/rA3OoTf5VL3HeI+S5Jv0ybU8AcGGW0LcKzW9vIpGyCYPlFSd30j1ky319VXY6vGSFllGjfPIklfKLCpd3IVbe7yiA4KoAqgSU96u8CKRS2DA/AR9pSJCIOwS6b4ALB3juvCW1f9RMH6ye/WvBj0ywfiodcdn1pdN5ygZAUbPsM9Eij0WjOXXSeTA1oIVNzksRXVczTUBWtQW5vmdIRrylVwGLATEpazo8SX21jt5pIsyIEKV/hTPsUDpaZ3l7m+b+4lA6vQNu0w5rCKImiR7zoEXFrB1WyJfm4xd7+FKMdUXIJ61jNLgvUr56n/gjVLSuxNjlEYi4CiEqXqHCr2y3hY8qZ86UEhlAhIdMgwHICrEctRE4g8oLCGsXECou2Ax7qPEX3pSOhPhSe66YFjUaj0Wg0Gs1SQQuZmhOm7dIYHVclKBxwGP6PLEF58c0GtV4cJbk+gt1mIkwqwXoChZvxK9Eft5dwxn2ECfGVNu2XxXnVU4NEvADPEORjJvm4yXhbpPq7EDPxjXM73YbvCtyche9KzMhxzCh4UNoex9keI3p1Fm8iQmRnBFEU4IMIBL3Pu+zbFqV7r0tqzCfbrV9LGo1Go9FoNEsZPZrTHDfChJ6Xp0htjDL+qzwTjxXOdpeaMaH/DWkKrlERKnMBxUMOmRdLlIYrZppmQpJYa9N5VZLYCgtpCMqTHgc7k4z12EylbRCC5Wf8emrYbQatq0p0v2TsmAJmUBY4T8TxD9koV2CoVkqTFd+3wo/awFSoFQHO9Q4qoTD2G8gnbNIjPqWkoP2gq4VMjUaj0WiWMAGL0rAtxGLv33JAj+Y0x4WZkvS/tgWrxeDwD6fJ7VucYedXvKEFIyqZ3i6Y2BsDJGYsILrRJ31pQLQ9IJIOUIGiOOQy/nCe/P4yblax854NGLGTC9gRBAIxMnfUGuUt7WAg0hYIAa2bpgFQCo7saqN4KI6Tt3ALJpkjSZQvMNaVkdEAM10ktXqMYMoAS+F2KqZVvFqnv9VnMmPR+aLLkY023bsd5MWKwNIivmbhiUwp/MixrRGs3OJ8r2k0Go1Gs9TQQqZmXmIrLPpencYvKw7+2yTO5OIM6BNfVYluWxrxeOzGDbS8eYINAznapysDx0LUYCJtM9oRpfxsG63ffbS28ymmMVDTNhv/y8NzllmcZ+34KY97eCXBvh+uJr05Q3Z3CmcigtXqYCU9jLhH7OIcaquLTASgBKYTIYj4GK0VAdvzLXDD9eY7DXpecCm0GggFXXsdRrboMLOahaf9qw+x/BIMaTQazeLCR+Ev8hQhi71/ywEtZGrmpPWiGJ3XJCgcchn+SWZR+l8epeflKVAw/kiO3pVZLjw4wXTK4pnzWhntiOCbNQ1G+tnTlL5gGaM8GHomxdZNOSaebCfeX6D3FSPE+mr5Mie8BIXgxKJ3FtslngWJSZ+xtRbdux3G1tn4ttZmajQajUaj0SxFtJCpmRVhQPf1KdJbokw8VWD8kTyLedInfX4ljcr0C0WUa7MqN81YW4QnLm5b0GTr5zpeyWDVGw8BML09xfBPe+i8epzE6jzSPrkbREnBdJ9F26DLrpfF6dzv0rXHYfg8rc3UaDQajWap4avK32JmsfdvOaCFTE0YAalNETquSGDEJId/kiG3u3y2ezUvnS9NEyjB/q7z6N0Soct5ke3rWhCyJmDOmRJJKToetvCtk8uhZ+XPvbeVO23jTEYY+n4/AN3XH+Ef/csQB2MACGBF1OZQ2anOT4gAhBcW+s0COG6RlxQGUT9Ps79PsHJ3nhfaO3AtSaJTknjF5dXy9mM7CbLZE+6vMEAFLOrJEo1Go9FoNJrlgBYyNVWS6206tiWw20xye8uMPZrHnVr8noQdV8YxTNi9PsHYq0rEPEX3/eDZAikrEoVSoNTcGs2OLz90Jrq7bOi8epxYf5HBe1cCcOSBbl4ejDD14CT5fWVUAB0r27AHJrFaJG7WRx0j9pGZlPDODnp+coDn376JVUGe85/J8kx3D4V+xYH+mvC/eU/rCQmZqc0R2i6NE2k38fI+o7/MUzzsIgzw80FF8NRoNBqNRrMg6OiyGtBCpgaIr7bpuDJOtNMif8Bh+D8mKY8ukUioEtouieMqyf51SQSgZlwvZaBVVqebxOoCqc0ZsjvTAESkR88NKbghBUA0iGMe9EiuieA7AYf+fXrWe8vLBeT3l2m72MYXkue6erj0yDDZKZt9bc2hWuw2g8Qam2iPhV8McKZ8nCkfd8rDLylQEF9j03p+lFi/TW5vmamniyTW2PS9Ol2txy8HZHeWmH6htGgDWmk0Go1Go9EsNbSQeS4jofcVlbyXxSGHg9+eojTszr/fIqLn5SmEIRhwu6rrAiEo25JkzmPkLPbtXKH/tcMErxqhfCTCnn9ZhyV9pl8oUj7ismJbFCtpMPpQjraLY6x+cxuTzxQY+2W+qZ6Jp4qsuiVCwnUYSSbZ7bSxeXKCiO+zs72DQEpQipZ1Hm2b21A+lEZczJRJalMUOUvak+Kwy6HvTlEYrNzXmRdLRLpMzJhEBYpYv016a5TWi+K4GZ/JZ4pMP1c87edMo9FoNJrlSoDAX+TZxoNF3r/lgBYyz1GECX2vaSG2wuLwjzPk9ix+v8tGZBRSGyM4GZ/xWArLmkIoMAnIdRh0ZEqMxGpmlvWKTT+SPAs9XgYMDvONT74egA47w5rEKCMbbIZmUo6YvVEuOjIKF7axI7GK6aTNoOegtkLMc7ggM0zrxVC6ope9sQ4cWXkFRX2HrYUjeF4J66IsbVaOCaXYPxBj1QvT9AQZcl0msWmfxNaAPe1t7OpqR10kMIoClCLqe8RdF1P5GCgmozGK6y3E1YT8MIVPZZ8ZDFfRVcqxpmWCrusMCi9fzSGzjUBUVOL2lKL9H7QptUaj0Wg0Gs3xooXMcxAjLul7dZpIp8nQ96YpHlpa2suj9L26BQSM/DQDN4MpA4QCg4BCp0Hbcy5R4aKM5tmqnM5gclL4mQypb1bygXa8Lg2JCD17HPxpA9NXdE9WfCWjhkPhkiJlqTBi0yjAAZ7w0vQeKLN+IEfCL/DIZZ20TTm85OkJyrbk6YvbOK93qNZgJ7DJJ/aURXTKA1PhvM6jv/cw/RwmQDCYbyWo87eNGB629GmbWS56Fp6qpa9xfYPxXLy6XCpb7CtF2Kd62Xxoig1DE6wKJslGLYoRE7MVEr/egjQFwhKh/71CwPTzRaae0dpPjUaj0Wg0mqNoIfMcQliCrpcmSG2OolzF4L9PUT6yRHwvG7DbJLF+i/KoR2mk+RhyHQZSQXzSJ9+pb/PTweEfZtjwO91k0ib9YxUha6w1QrTsk4/Nfs6VFBxcmSCbtNj25DjXPTyK4SuySYvHL2uHWUxeaQ8wXlUzry17EZgniNNJIQQ7V7Yx2JmkZ6pIquAQdXwUBn4hwPUUgatQniLwQLkKu8Og66VJ7FaDIw/kFr5PGo1Go9EsMQIVth5bjCz2/i0H9Oj7HKLv1WmivSbjj+bJbC8ROEv3Cet9VQsAh3+cmXV7MSXxTUiMayHzdJFcH0FKxQsb2og4PhHH52Bvorp9LjFwqtXm0cs66B8pogTsXZMkMCRyEeQXKUQt9vVa1WVrxGLdTweOWb502KXnxjSBoxh7uNnXVKPRaDQajeZcQ4++zwGstKT7+hTxlXYoCMpSJbbCwm43KI4Z0LESswPcpMCWasZcVmFIKHQYpCZ8JmRzoOrToQg7l7DSku7rkmSKcTItFlARyupPq0AhRFhoFIJqWplsu8WL7RZCVMqZ+EipMEX4ekkURkOw8aMO+74SeIEMbXODsC20Exj4dWXchvKVjjUIt3U3iJJgruhv3meGQg7Gn/XouDROpC/O+LMSLx++wYLJKYJS6Zh1aDQajUazXPCXQOCfxd6/5YAWMs8Buq9PYbUaHP7R9JIXMAF6bkwBgl3vjhH8TkVg6DQHSVgOQkGHr7DMLGqFIvUUdKscQTxcx7jdVK3mGFitBtIWlZySClovjtF6QQwv73PA6SIWK1TL1guVQkEEA4GqSp+W4WNHw6lCOuP5qmBpSp91sbHQ9gCBX+dTOeEmKPtmdVuuHAmZvXi+gefXyvu+DOVIVYqQEClkgBULC7FeyaqUA7wulxfuWBE+KYZCyFqjqmTQlSlwoTXGyh6fsVSU4ZYEgRBkYzad/96P8X+fQKPRaDQajeZcQAuZyxhhQvtLEsRX2gz9YJr8gHO2u3TKpLdEsJIGU+NxAnsWjVQdxY2QfA4Sz0N22xnq4DJCWoLOaxK0nB8LrffLAVPPFph8uoh/k46gdJTRdJz7z1vJisk8KyZyXDg4Xp0nza2Icliisz9rNBqN5oTo2BYnsTbC0Pem8fJL4yOiNZka0ELmsiXWZ9HzyhRGTDL2aH5ZCJgAnS9NEniKI4fSwNz+b8qC/HmQfBbyF9CkzdTMjrQFLRdUckdKS3DkwSzFYRczYWBEBPn9zpL25z2dBFJysCPFwY4Uhh9g+QHtuRKX7h+l7dI4k08U5q9Eo9FoNOckwoRoj0VijU18pU1QCoj1V0yv4ittMi9qtwvN0kELmcsNCS3nRem6Nklx2GXw3im87NKY+ZqP9m1xjEhFaCYiw352vkFZmAhV8cErCQsVQHGDIr7dI/KsZPzymtZN+LO1cG5hRAXCENWZUSstab26m9SaACEU05kEYyMtuH0m9M3sJAX+ltp5n9oU1mSKht8CMIQK+cAGDQ6xZd/EnQn4I4TJETfV3Nc6FWDRt6p+mIESIdPYo+vC5rGiavpavy70u6FPKhCh3JpNGkgRrgOpauVFZdk3wUcyFI/TdaCVlVeCcV4PIxOt+A1+o9GRAsFTLzQdt0aj0WiWP1arQfulcZLrbaQt8csBhUGXWJ/F2KN5OrbF546mt8gIlGj61i82Fnv/lgNayFwm9L46RaIrhpUyEFIw/UKRIw/mWATBOhcGCW2XxPFLQUUbdA24dcJFoAS+EggFcWWRCyJVueHIRoeeHQ5DG6K48co+57qQ2X9TC4nVldnRwFUEToCZMPCDgIGuNAPtLZQtE2WrcFAcQxFtqeWElDLAqNsuRS3Yj1AgCZAiCMlwquHFni1HqvtIoRjIdYS224YXCgaUcyNVIVMpgeuHBbYgaBQyCQfyUYIgqFv2BapBUMVr+Pg0fowat1tBaAAg7fAN9szVSSZGJOcdmCTVkmegJ8XevhSuVel7+plWep9Co9FoNOcYyQ0Rel6Rwi8ETD5dJLe3jDNZ+4aYKUnnlQm8wvJQGGjOHbSQuYzIDzg4Uz7OuEdpiea/PBbd16eQpmD4/uwJ7zu+3qJrt0PXToehS6OnoXdLDEFVwAQYfzSPEZeURlymLriIgQv1a2HBEYKD3UmG22OsP5xl7XCWNSNZdq9oYW9fs+ZWo9FoNMsbYUD7FQnaLomR3V3myP1ZVN38pN1mEOuz6L6+8o0oHVk6gRu1T6YGtJC5bBj+cRZTWPMXXILIKKQ3R3CzPtld5RPeP7AEoxtterY7jG4OqtrM5Ya0BLEVFuktUYQhyB8oAwIzJjBTBlZSYqYMzETt+Pd8dSzkXxmcvzzPzWLBNQ1eXNXKvt4UGw9Ns/XgFJ3TJXaqFfPvrNFoNJplQbTPoueGJGbKYPzxApNPFkKWZ7E+i5W3tALgOwFjD+UJSsvFNE1zrqCFTM2ip/eVLSBg+D8yJ13H+IaKNrN7p8OhZaLNFEYlQEB8hUVshU2020RIQWnURfnQdU0SpcAvBni5ADfnUxz2cLM+bsanOOQuH3PqJYZjGbywtp2RtjiX7xxlsxhh6mx3SqPRaDSnFWFC5zVJWi+IUTzsMvSDSdypOvWlqKQJ67gyQemIy/ijeUpHPB1sT7Mk0UKmZlFjtUjiKy2yVoRnPnlZdb2wAuJuTXMrhKKIhQAS2BRNC2nU/BeEVIxttuh53mVqjUfuleMMvPTi6nalYMPv7CPInrg57pnEajFIrreJr7CJ9lpIU+AIyWQkzoAdZyIepbBqxtfSAD8R9uGQTkNAmwZrkcBSFT/Mo5ujPsKsO48CfK/OF1Y2BMyRClnnk+kjKQXWccuyQkC2FAmvayjjBzIUyKcxD6YQCnECVjDKl+DMosGtD+TT1NHwEVkJBymPBi8C2wqbq7uegV/vQzzze7rbYkfQwkU7pyj+2Xr2daUpmwaXPJgh/909+EskXL1Go9Fo5qfnxjSJ1TZHHswy/XwlUmys36Lt0nglGJ8psFsNpp4vMvFYYckKlz4Sn8VtGXWyoTlGRkZ45JFHqn+PPfYYmUxFCXL77bdzxx13nFB9P/jBD7j77rt59NFHGR0dpauriyuvvJL3v//9vO51rzvJXi4OtJCpWdT0vToNwJMre4i21kJ3C6EaIobWBXJBEDQEezGEYmyjRfqQz6rHypRfIUm31UxvAyUQJyKZnGGMmKBjW4L01ijKUxQPV2Y497/6fEb7TY5KVcpSHA2FqkyFSISFHd+RENRHqGn4gAUivF0oREOZkECHagjko5oESqXEcQuZlWs694fJbwjS0xhIaEFQDb9nFTRrP6VUVSETqAra1aJ1AZGOLh/lcG+MiBew5mCO1eMzkxxtkL8hxdD3pk/hIDQazYkS67fw8gHu9DkeHU6zoCQ3RGi5IEq832b4PzLk9pZJrLVpvThGvN+mNObijPkIE448kKU0vLziaiwnent7F6QepRQf+MAHuPvuu0PrDx06xLe+9S2+9a1v8f73v58vfelLi3p8OhdayNQsCuKrLVovjGEmDbxCQG5fuaIR6jApDDoUttrYnKLTuxQcvDLCxp8W6Xva4dAVkfn3OcsIE9oujdN2SRzlK8YeyjP9fBE1o+DKvy4CQmu7ljRCMLAqyf4VCXrGiqwaKtA27RBfZSEk1Wut0WhOL22Xxui8OknpiMvBf5s6293RLCN6Xp5CWoLSiEt5zGPNW9ux0galUZeh70+T3788cpkfRS2BFCYLMUG9fv16Vq5cyQMPPHDC+3784x+vCpiXXXYZH/nIR9iwYQN79uzhc5/7HE8++SR33303XV1dfOpTnzrlvp4NtJCpOeMk1trE1iYxIgZGDGKdIM2KFkv5YLdBYuWMyacHo09FUK8Na4KAJpNIIdRMbsbZ9WZCKLyk4PClNisfd8j1GEyvqnsEejoxE3FQCuUH+KOjC3nYJ4aA9NYoHVcmkTZkdimmdigCL45sj1eLBQY1jZpgdo3bqdKYQ7LuOsyVfxJmUsv4smZ5Ko51berrmFvvqVRjnsum2gipImf7kDRqKudjnjbqc3Ee6xjDu6vm8yoFw91xhrvjXPGTDIlCDtnVXdkYqLN7P2o0y5zk5gSdV8fxShDttlj5lh5GfmVXcuYCKIV3YHC2F45GMy/lMY9Yn0W0x2LNW9spj3vs/+ZEKFWJZmlw2223cdVVV3HVVVfR0dHBz372M2688cYTqmP37t187nOfA+CKK67ggQceIBaLAbBt2zZuvvlmbrjhBh5//HHuuusu3vOe97Bhw4YFP5bTjRYyNWcMacOat7VjJmp5DRXgWJLDfVH2rUsSmBKCgJ6RMhHH43B/HO91krjMheuSAZYRfjmrmTyZJgFSNAs8MbOiCXXWK6ZHDPqfKFOMSPKdlcdg+gsAFQFu6HAbm99zdgb1iTU2HVcliLSbDLYk2dndRuliC0TF5zGEbDCpMeq2S9UsHDWaw85GXRvKlfiNCuS68+qbAUGkdh2UX8tRKYCSsHHyNSETqSo5JY+BEBBJhGd0lSKU19IrWbWBHzQdozAUwjh2G0o1+KUGAuE35sVs3Kmxo9V/Kn1yDIQ8egyKSINPZsWUtt63Vc5SaY2RiyRbd8DIXR0UEiblosWmd4/pAa5Gs4AYCUHnNXGMuEFyfYSuzeNsfcMeJva18vy3N/P6v32Wrs2TAJQCi29sO2/R++1rFieHvjtFpNMkscZGeTD1bJHAXb7v8+WcwuQTn/jEKbf913/913heZZzwhS98oSpgHiUej/OFL3yBa665Bs/z+PznP88XvvCFU273TLO4vXI1y4r2KxKYCYOpZwvcv2ElP7muhx+/vI/7r+1hz6Z0RcAEkJKRvhgH1ybx7NNwiwrB4cstCm0GGx4q0rXbQfhn/2Uf6TJZcXML/a9vwS8EHPxukWdWdFOyl2dqGs2xGe6NUYgbXPD8FCI4+/emRrMUkJbAiB3/wLH7ZSmSG6MYUcHYRAtbb9qDENCxfgo74TB9SOew1SwMyofSiMf4owUmnigsawFTMzdKKe69914Atm7dytVXXz1ruauvvpotW7YA8O1vf3teK6/FiNZkas4YkQ4TpRSjv8iTf7uNaZ49MxFlCvZcE2PFc2VWPFema6/D0AURpuqC6JwJZESQ2hAhtTlKrNeiPO5x6L4pCgddZDw+fwWaZUlgCF44v4XLfzXB2oE8O/rss90ljWbREVth0XpRDDfrE++3iXRUhjTlcY/Be6fmjMxppQ2spMH4T3NkXizjvXJj1RoBoHvrOMPPd7H+ZQeR5tIb3Gk0ZxNfSXy1uPVYZ0u3sG/fPg4dOgTADTfcMGfZG264gRdffJHBwUEGBgZYt27dmejigqGFTM0ZIX1+hFi/Fc4HdZZRhmDwkihj6yz6ny+z7rESuXaDQxeemYBA6S1Ruq5LIgwoHHQ4/KNpcvscnbtSA0CmxWZgbYK1AzkOtibPdnc0mrOPhM5rEkS7KkGxIp0mzpRPtMukNOIx+VQBFVSikic3RMhsL81ajdVisPKWFtycR35g9oBy3eePMfirPjJDSVpXaxNZjUazMGzfvr36e+vWrXOWrd++fft2LWRqNI3YbZLul6UIHMXBb1X8W5ShMOvyL8oGX0PL8LHqNJ1eQy5ECPtcxmyXuOUiFLQEEl8WmuK9uIERWrZkpf2IHzCxySK/UdDxnM+WBwp0rDjMc7ddhS9r+6y5dxr15PMncQbCRHtNOq9JEuuxGBEp9stO3A0maiOhwD3KAGXPE8ZcqrrAP4p4W7GqiG0MkANQdKNhn8zZ/DPrA9cEIhxMSDXuIwkafDipy6OJaQBzH0NIcSyaAzz5viTwjYadGvpY30VfoBqu9ZyocDCjSvVifmG//jSWzFqfBGRV2L9CGj5Gnb9s1HZDx+kFknK5ZhZtWT6GDBjaGGXFUJEtQ1Ps+Mg11e2pAwHpbzx8nAeo0SxtZCrFgQ9eRIeToy13mBE7iS8kGTPKUGcahED2g7i0Ur47sxv31asY+rXO6gum96Ei8sEnAUiuj0DM4FeXrmDgC90oINFZoMOo+f63ded5IVli/Nl2Nqw7TF4s/mjkGs1iIUAQLHKPvOAszegfPHiw+nvlypVzll21atWs+y0VtJCpOe10vazi13Lg/5skOBrTRYYFSynDgVoilkfMqs0w5x0bv1GYqBOgbMOnxS4iFCR9C9cohYRMLzCYdqKh/Q0Z0Lbbo/epSjtKgNMJmfOgfbfLS5N7GX2VQJmViiYfX0P0yZM7B9IWpDZFaDkvRqTTpDzmsX9/F9vfGQHcyt9MdNwQhbpHVAloDFATEjKhNVGsLvpKUHbDj3hRRueOrNoQ0KapgGpYFYCqz1vpSYRbC/zTHAKYeWkUMlUgCRqPO1RgnqA9TQ3MckyN1Z+AgAmAJ0LH2nivEgchapMmEcvDqLvni45Fqa5NIRSm4YMBg5uirH+uwMjLRiikK8Lz+HMdpL8xTx81mmWCiEbpevkQnS86+Dtg9A0BQgZAjh4qgmGuHKk+d2PPWKwcnKJbTDO0LsrQ2iiZ4Q5aH6zUp3yFMBX/7aX3ImNDCKEwCDDqH3wDLnvZLh76/kUUD+8l3VdYsrnqNBrNsclkMqHlSCRCJHL6JpWydcHDksm5rZQSiUT1dy6Xm6Pk4mRxTzNolj4GxHotnEkfL7PIEv4Fiu5nKwLmvldEmLpCYOQhsQ/y68CehOjQqTUR6TLpviHJuv/UQde1Sdysz6H7pjnw/01SLEbnr0BzzjO6yqYcl6zaWTzbXdFozh5K0bbfI9djzOs3v+eiBM9dnWKi22bNjiIX/zJDtzlFfJVFtNsktTGCexwW6OsuOERrV5Yn7t+yQAeh0WgWG6tWraKlpaX699nPfva0tlcq1cz4bXvueAv1wm6xuPTGAFqTqTmtdF4ZR0jB+GP5s92VZqRgaJvNikccul5wmX4Z2OOQ2AupneC2gJs+1r4Q77eIdJqYKQNpi5AS0IhL7BYDM2HgZn0mnyowvaOEn19kgrZm0aOk4OCmKJueLpCY8si36te25uQ5mkYhcBX5A86i8pOfi/SQTySnGLziOKJtC0GmzSTTbnFkVYTVLxZYZY0h39AKgF8OGN42t0m9UjC4qwfT8jlysB2npJ87jeZ4WUopTA4ePEg6XRvsnU4tJkA0WlMwOI4zR0kol8vV341pTpYC+q2pOa2kt8bwfcGTH7k0tD7SPveMjB9InAY/PCnqtwscr3b75h0bKVQlT2YQxYvkMeryaEoRVPNkAsRNh7jpwBYopASJ/2sReSLAvdyluFHidigyzP5At10ao/PqyjS4KyVF08STcsZqU6AA15DkoxaTiSijqRi8tNnHT5kK4dblmFQ0m3420mjq6YuQuWyuFEHOlAmUwA9k8/71uTQbzVCbzEab+33UHBYAKVB1KTbEfD6eirDPJhX/3GoZJSjmwy94aSiMOv/dUHeUaDZNbTyO+Uxf5SyFxDw+mUG4jVCeTQHKDE8mSMPHrvOvbY8VsGXt2mfNSOhamYaPUWdOPrHSJr+rzIrtZZ66LEGwusSuv7uqun3ljxSxex+d6yg15ygiEuHQf72ULZkjdBdzSMAVEomi66WKKTvKcDyJKw2KpsW0FWXdJ3+Fcuce/JxpWvdXnp++px0yPSbFtAQF+U4DLyJpjxUqpvZK0fZCQOtuj+zlUFoLpXVQ8AWqIJFl8NKSd6x4FOlFMQgQKAwUUVFpo1Sw+M7/uo7sVMVUzTB85ByRajUazdIlnU6HhMzTTSpVS400nwlsPl9T0MxnWrsY0UKm5rTRdX0SIyIZm0wR7QwLlY0+mCdDfcogpQSBEghVEa5mQ9YJO1IoIkcH+SvB3yIw9xoE1weQDDCUhPKs1WDEK8LAWCLGI+d1VU23hBEehEjbR8oAk9kjHAaBxC/XCdJKVISXE6VBhvPrjv+0p1Vq9NGcr73Z/B9nK9NAyE+z/vgahW6Oo/7GMkKdXNqa+qYbd2+U3UX4GEwZYNYJmaYIQj6aRydUojmfzoMO0leMdkRZezBPPOORSwqMumfKjcePMSWi0cBlU4NEPY8Xe9rJxmxG01Gkgp5MnlXjWTZPj3F0TuMH568Nz+gtEkYusMl1+yTGfbr2OBh1QWHdiMCPQxAHo6iITIDbBa2/FHg7FbmX+qzom2Rl12R1nzYjB17YZUEKRalgc9//voZcpvJEXXzlbq58+XZK6HzFGs3xsjRSmJydiaP6YD+Dg4Nzlq0P9lMfBGipoIVMzWmh86UJWs6L4kx5HJls45gS2yJB5AWq5fheOGO/zONlA7quhWt2jFC2DEZbogz2Lr1ZJs3ipXXYZXPIzLyiWeocL5NL6gGv5viIdhmkyw7P93UwloyRj1ggKkGZD7cmOdyaBKXYcniSjaPTxJx5IlqfJcotknKLZGKjReADDsgAUkd87GJA3PGwigovKZi6QGCtdTCHBYlHJC3fNwjeJuE40s0+8ctN5DMxfvP/uZ/WjoqWQQhObgJQo9FoGjj//POrv3fs2DFn2frt55133mnr0+lCC5maBUXGJatubsFuNXGzPvv/dRJeebZ7dRxYwPTxz95PPVtk4O0buWh4lPZcGdMPtJCpWVDkMTJFb9qbxbElQ33xM9wjzVLEmfKZiEW44PA4ALmIxUBnmkzUxpcCQylWTOSI+BXNerq0uMxkZ0UK/IjABybWVLQlKbtiIXAUC/B6FZnX+bR828B5JEHxshyRDgdpVp4t1zEYOdSFUzZpbc+RjhXZ/tQaLr16F22dSy+So0azWKikMFl8FhH1nK3+rVu3jv7+foaGhrj//vvnLPvAAw8AsGLFCtauXXsGerewaCFTs2DYbZLVv9kOEqam4wwPt8H1a5labyFEs8noUUuF2SwV/SDsT+gHIpSyRCkR2s8PBCXPRChwlIETGEQaTHKTVp0DteESkXUz9r0CdkWJuB5EYLyY5rnHwklvNxwJBy8qmSa255OJWTy3th3DDgfQMEwfw6j1wXWbA02I+hyTs6XpCK2axdY0ZBqsKJetkFlmMJu/4tE2ZzMrbpRrGl0VlWhqM+SHOav5bEM7QUOlpgpdSyGbhav6ay9kECofGLOVr6tvlu2hsshmf1mpKsdaKzR3HQ2pZJouUyDwvNr1nyrFQuaxjm+Ej1EEZFcbPLkqSSSnMAsKN2MSKQekMi4X7JhGSMVwf6zWpkYzC4ELj6ztpyeXJxCCVZNZzj80Pmto+aGWBCPpOKlZtp1VymWGfrWxuui2+vSvGzuuXVUEihcHyMejHNi1BiPpkbp6iuE9vaiJfjLTYWHSjjhcdMW+Be2+RqPRHEUIwS233MIXv/hFduzYwcMPP8zVV1/dVO7hhx+uajJvueWWJZlCSQuZmgVB2rDqN9pAwOGfC164PQ34gI8QbsgfshGlKv6J9XiAqgsw488iEFl1gX28QOIUowggiU1gmyFhJWq4rIlPhPY36uyfgjVlcj+PEt0P9vlFfpVfyYY/njvZfVeugAJ+cX4fyoKOdDa0vTHfY8aPhoQ+QYOQGRyHw+Js+RyPVqEETs4Ol23KCSnqEhepSuCfeoEsEJXLVl++sQuqYXswR/FAhIVQAY1uGkKq0HmQDUKhIixkRmZ8XY/i+w2BhIIZW8AZTNtrmsgI6vapnIKGTgWgqBPGG4XtoGGdVRe8SIBoCPzj+zJ0jw97qVCfpFSYZu3ER6VL1JyZBGkDuxyQyvhIRVXj5LYIIlalTGAsvY+P5syhhGC4pWJpcaQlgVQ+MddDBgolBOmSw1TMJh+1w0GsFgl+JsO6jz5UXXZetw3nQ8e/f/k8hbGmRORBC/+IydRPOlE9HqkLXIIVOYgp2gtFLisNkmotYEcXp8mwRrNUCJD4izxLYjBvEInTx4c+9CG+/OUv43keH/zgB3nggQdC0WOLxSIf/OAHATBNkw996ENnqaenhhYyNQtC76vSCFMw/NMspekzF6VroZCJAHN1GeeFGNZ5x5eLaCIRwxiF7qkCI13adFFzeohOBqz9eZlCQuKbEt+EHZcmyelUJpqTxDckOaM2IZWNHYez4lLBV5hFEBFQUaqTaiqlUJeUYZ+FekkZkgrcyMwEEVhdLptaDp3VrmuWDtIWxPotzITETBqYSVn5nTAw4xI361Me9Rh7NK9Tly0zfv7zn7N79+7qcr3f5FNPPcXXvva1UPlbb721qY7Nmzfzx3/8x9x55508/vjjXHvttfzpn/4pGzZsYM+ePdx11108+eSTAPzJn/wJmzZtOi3HcrrRoxTNKWMmJfFVNs6ET253GaPrbPfo5LAvKlD4bjvevgjUyYxGQmKlDaQlkJZASPAKAXnbYjJh0zuphUzN6SM2FhBIePK61kUZ9VOjWSzYE4qe+32MMoCJ2xOQfU3dAH+1j1o9YzGgqMTSckRF4NRo5sCICdouiWO1GFgpA6vVQJoC5Su8fICX8/HyAaURD78YkFwXIb0lyvT24jkpZC7n6LL33HMPX//612fddu+993LvvfeG1s0mZAJ8+tOf5siRI3z1q1/lySef5O1vf3tTmfe+97186lOfOql+Lga0kKk5ZTretBJEke0dayn83lb8iECImumoEKrJXLExhUmjyWMQyFB6CqVE2M9OhNNXCKEwZFBJA4nCUwK3Ls+mKQLKQe12bzMLdFph89YVWyZ56vkt5B+N8+a3PcXffakSsejG5w8Qd5sTlvfvHkCJSqj87u7ppu1l12wy8w2dBxkg6sxJRKBCZqHQYHYZiJAJcaVAg4ntLP6MTeXnysXZkKtzDivnY1Zf/X20Z0FjmXD7qsFvtMmcVihE3f1im14oh6Rrha+N74XNdAxDhe43pUSoTSFUs9FMvcmuaj6GplNYn+tzNlRzfs/6VpUKmwQbQlXzulozfr2tiWL1BnJ9g3x5GWmfNKcN5Xqsuc8PvXzmegUIpVDu4jYXje8YofQ/+0PrJg1BzJrAsCfwlMQUAWLYZNc96wDB2LUur7/kuWp5b08E8VQcMe3hrwwY2WDyg/MvQMx8Nu55/lrsx2vB3EQA/cXHz8Thac4UArqvT5JcH0F5CjcX4OcD1EzQNXX0HwHxlTYCKI26FEdcMjtL5PaW8XLNAqQwoPXCGPn9ZUrDi/tZ0pw9pJR85Stf4c1vfjN33303jz32GGNjY3R2drJt2zZ+93d/l9e//vVnu5unhBYyNadMIlGibEuGr1ZAEUH4xqoImeEBuKCWt3K2vJaqIWBM0BD4RwiFrBNGZJ2QKQkqeTPr9veUxAtqQqclfLrMTKjNLdYRVr0myz/9w43YD9r8+Ja/Qgh4pnctP/3BZUQ2Fhi+3K64NRYhclBgDgmiL8mzOl7iYLY1VJ+vBK4bfsTC50GEfFWVVDN+mUfLhv0TA2gWZISgKr6I5iBKJzNRd6KC5bz1NQqRjSJdIMKxghoCAwkj7LtqGkHIH9eyjIagUOF7SsogFICp0f93Vt/VkMZQ0ewq29BHOY+QORuNfa47T1Io7JnAVKq1kqqhq1zEa6lsz7sRLWRqjo/Ax/7h8hKOvIEDpAcONK0vRQWTl8eJdJgUsgETv8rTnhkBoND7UrikVtZ4wsRvhcKWAHufRN4fY9/j68hd7+N3QvThJL1//ctQ/VrfubSRUUHHFQncjE9h0KH9sjjJDREmnyqiAjVj8mogIzPv4rr/Cgcdxh7K4RfnvwtaL45hJiSH7svPW1az9Pja177WZBJ7Ktx0003cdNNNC1bfYkILmZpTIrbSwkCxvytxtruyILS253n1G57gvm9dhWEEvOr1T3LxZQO4rskDP72IqB1QvDwgsKB8YUD5wpkdzz1rGM0Zwm2vDG6tcapCpkajaSYoKcZ+cXwD+6BdYU4K4kMSd4Vi6maf5P0G8Scl2Vcv3xd6tMckuSFCvN/GmfKYeq6IO+Xjl5aPCG2lJYGjUAFEu00i3RbShNTmKFYyHOV95P4sme3N0e9Puu0Wg/aXJCrndbrZAupcIUAS6MA/5zwnJWSOjIzwyCOPVP8ee+wxMpmKVuj222/njjvuOKH6fvCDH3D33Xfz6KOPMjo6SldXF1deeSXvf//7ed3rXncyXQyxdu1a9u/fP2+5NWvWMDAwMGeZf/zHf+Qv/uIv2LFjB11dXbztbW/jtttuI52ePdjNrbfeGrLd/v73vz/vMR0NU/zud797QWdLTgftL4mjgL1rFl3Q+5Nm89Yh1C2P8sPvXs74aJrrbnyOy6/czePZ1fBoC6XzApR2wdScIZQNXhrsUSiuP9u90WiWB8XrPPJDPuoRsA4KIklZMUbwFo/fc6TTJNZnMfV88ZQmMiNdJqkNEZIbIlgpAy/vUxh0ifVbrNoYBcAvVcxEVQAqAJTCLyqcCY/yhEd53MeZ8AichR+YS1OQ3BghmzExkhU/x9TmKPGVNmZM4mZ8Bv55Yt56It0mPTekiHSEh7Z+KSBwFV4uwC8ERLstJn6VZ+qF0oL6S0pb0P+6NG7WZ+LxwoLVq9EsVU5KyOzt7V2QxpVSfOADH+Duu+8OrT906BDf+ta3+Na3vsX73/9+vvSlLy2K/DCf/OQnuf3226vLg4OD/OVf/iX/8R//wYMPPkgiMb8277bbblsQwXmxEOuxKAqLwBLIulmhcH5GiRDhF3lA2KSxPofg8SGo/+qmYg5d8TxCQYcfkLVyTX5Hg4XW6u+0WSQq3ND2flNgUTFB7LlohBXtD/L9H13Ev/3v67jyij38+tan+eaj1/N7rQ/Q0ZXli2M3UPQr5aUIQnk9gSb/ykYMI8Cwa8dgyqDJrDiXj9YtSZrmRUM+lArl1vVBqLBvITQ7YwWcUD7IpuYFzX6g9dUZiiBSN18oaO5Tw/4qEKE6fFfg1x3XhJdsKN/Qp4aUI0UvEj6vopIypLooVeg6APhO3XkMpX2p7VNvHiuMhlyfjebhjcsNxyylCvXJV4K8G6kuR/s9Wvb4DF1qgxTs3NnPeX9VlydwbEfzvaHRaKqs/Yc97Pv3tdXlff/N5pU902Re5xN7SmIPCFQM8tfUpRLqNbGSBtnd5VlqPH0IAzq2JWi7dGY2U4Iz4ZN+QzeZTgPDV9hegOUFOKZkvCXKUGecvGmDI4k6Hisnc3Tki6RKDhEvoGxKhloSHE4lmYhH4UqBCBSpokvcdUk4LkKpGZcThVCKqOeTKjt0lp3qK7BoGmSjNrmITcGyyNsmBduiZJkoJFs++gxBYXYBy4hLeNcW/I7aOY65Hl35Au2JOOb61ur6rG1hOpVvdGlqnvGBhI7L47RdFqc85jH0vWmQIC1BadTDnToDb0dRibJvxCUH/22KwD23tWS+ErOmnltMLPb+LQdO2Vx2/fr1rFy5kgceeOCE9/34xz9eFTAvu+wyPvKRj1TD937uc5/jySef5O6776arq2tBoivdcsstc9Zj28f2cXrhhRf4xCc+QTQa5c/+7M941atexYEDB7jtttt48skn+fM//3PuvPPOefvw2GOP8Z3vfIebb775pI5hMZHaEkEYgmGzQYsrVMgX8Hj8Ak/Ud1CI5kApUcNFKLCVhymDkDwVKIFT55PpqvBHyxABFgbWTNSHAMHaFRne986H+Mxfvw5TQn60DcPwOa+rgGmKOXN/HqvP4WUVqsM0Asw6X0OlxIn5+SnRcCLr/DVnLX/8VR831Wg/x1qeRfCt31yTl2s0BH0K5ouj0PjhUKAagyPVC5lH+3XMTs2yTYT9NEXDMTYKlcdzHRv3qfcpnl5t0L7DJ35YkVshkUWJv2vvvHVqNJoK3vAIDI9Ul93ySwBQcchfO7s2q/v6FJF2E9+ZpnDAWZB+xPos0udFKR52ye0tVzSHrqr4AQqw0wY9N6Yw0wZjD+eIdlt0XVOZWHOFi+G7+JbAT0LZFlgljw3D02wenKYcF/gIYoWAwIDJTpuR3giZNpPpdgukoOwGRKkIgUoJSgpKCCaYffwTBBVhNFHwSBU8UnmXZM6jt5AjWvKrr9JAQCliIF4XIyhbFa2oryiPeuQPOkS7LTqvTiAYx8nWnB3LtsFIT5Th/lam8iZCKTwpsLyAi3ZO8dR57bTc2xxYr56W86K0X54gt6/M2EM5vEKAOoPxdtq3xWk5P4YREQx9b/qcNpPVaOo5KSHztttu46qrruKqq66io6ODn/3sZ9x4440nVMfu3bv53Oc+B8AVV1wRSkS6bds2br75Zm644QYef/xx7rrrLt7znvewYcOGk+luldbWVi688ML5C87Cv/7rvxIEAZ/73OeqCVKvvvpqrr32WjZv3sy//Mu/zCtkdnZ2MjY2xm233cav//qvLwrt7KnQdlEcFSgGzVbg+HJLLjUOHW7FcUwuu/ggzzy/kmTcCQWR0WjOBE6LpNQiSB3wya04Ua2/RrO8SW6I4Ex6OBMLN7g3lY/VUnnW+l6dZuyRPNkXSyeuoRKVNF92i4GZkLRvS2AlDdKbo/TcUHEz8fI+ZsJAKYUQgtKIy8H/M4kz6QNFIp2Vodqe39lG142Hm5vwFKlhH3tC4XoG+ZTBeI9NYMoTngydDSUFuaRFPmVxRNasa0SgiJZ8YsXKX7Tg07HdgUAhDDCikvbLE3ReXRGSMy+WePrK8yle2uADqQQrhMVIPIbp+qw+lGfjgUr0d9+Yf5yU3+/gX1lJG5JcV7EAcaZ9sjtLTD9fPK3+pmZK0n5ZnPx+h8yOEoVBd/6dzgF8wlHeFyO+9sk87ZyUkPmJT3zilBv+67/+azyvMtX0hS98oSpgHiUej/OFL3yBa665Bs/z+PznP88XvvCFU273ZDl0qJKkuVGYXrFiBVu3buW5556bbbcQH/nIR/jIRz7C008/zb/927/x5je/+bT09UwQ6zexOwyKwy5sXNwvklNh70AnluXR051lQ36UBx/ayHPb+7no/KGz3TXNOUZmjUHncx7yNPhEaU4MMymJr7QJPEXxkHNcESc1pwdhVIRAgIFvTBxbiyQgvsLCajXI759bKynysNE9AgHs+9/jtL8kTtdLE3S9NEF5zKM47FIadikOe/iFY086prdGab8i3hxs5v9msdsN0luiZHaWsFtNvEJAdlcZv1T5v378Wx6bUcsdY2JamYLMSpNyXzi10emexlZSUIybFOOVoWQQCPw7xwmydSnMzIpvqV9UuNM+3tUNk2RK0TrtsLLoEyvmWX0ohxEoDvXEySZMxlsjtM/TDy8XMPBPE1itBoYtMGKSWJ9F26UVE9rp54uMP5Y/LdrNaLeFkIKR+7MEyyh4kkazEJyV6LJKqWqy0q1bt3L11VfPWu7qq69my5YtvPjii3z729/mb//2b8+a9q+7uxuA+++/P6QNHR4e5sUXXzwuP9U/+IM/4C//8i8ZGRnh9ttv501vehNSLk0BrffVLaDg8A+nUZuY0xxQKdGUB7PJnHAWZjMvPRa+Eji+iVDgBgaObzRZTUaN2gxj3HCwRW0wImeJqjA1HeP+X27igq2HMaRi04ZRzt9ymG/ddwkb1o5iCR9LVuoIlMBoyP15PMdYXyJoyJUYKDF3Qrv5Kpxv15ntoXyjs+zU1AWzLu1Kg9loU7uNqT1Ec6qPRlNTw2rw3w0E+PW2qQ3NNfqEqnC+0cbtQjRYCjfm7TyecYIIX9/G34YZPgbDCPvbBkHzea5/RhzPxGg4T5k1is4XPDpe8NiZ9vFvfEl1W2TfGN4sKR00FYSsBOUwrthKkDKraW2kDJBGUNP2zJhmKyo3iedL8vkYwUzyVqEUyWiB/lXjiJmUQUEAU5NJJsZT+H54AC2LHjz67Jk+3GWP0dWFe/5KQLFq9ShQERrXvqMdz5OUSjaZTJxMpuLTmE4X6OjIEIlUpAz/GkHrcyNEDkaJ5S1Q4EdBRSE6rDCL4Is8h490Ur58NYeB0b0eqWiBaNwhscWh7eLKu991Ja5j4rkmjm/guiYqELS05knEy0xn4uRHokSjDmO5FoRQlNdbgGBwTKC6Zg7KA44G9jq/8p/wQdZpTktdDe/GWb4PZt13qOKSEd7uq7AQ3pSbueG905g6rD59FISzPQUKyq/aRF98kojtYMgAEx98Hzfr42YCIoVRvH0ebdMO0ZJPxKmY3MZb08RzOYZ64uxZk8KxT8xiI3AU5SM1KTK7q8zYI3laL4zRdlmc1MYIQ9/LUB5fWEnTiEkCT2kBs4FAyep7c7ESnEyON80JcVaEzH379lU1gzfccMOcZW+44QZefPFFBgcHGRgYYN26dWeii0288Y1v5NOf/jR/8id/QiaT4cYbb2RwcJDbb7+dfD7PBz7wgXnriMfj/Nf/+l/58Ic/zPPPP883v/lN3vGOd5yB3i8sK25uwYxJxh7NE8xYvTTlZ6wbRAeBwJ/HiqnRpEc0BEJpzLWplAgN1B3PIO/ZCAWxwCKroiHZIWJ4rIhPVZc7zRytMhycwKg7CInEMAI8z2DVisnq+p6uDC+82McTz6zG2uBXcxkCRM3wx6vsmgR1prWzvc/qBQtDqJAsFTTke2wMcDMroSA+x/AlrKfxG6Aa2mkUIiWQ8ELl58QIkMKrFpstGFJjUJ50KnxdCqUIrlN7VTUelh0Jn3ffF6FcmJblI+sGXkEgccp19QUC5Tf3q9Y/ms6bNML3o2nVTVjIgEQ0rClJ2A62rJWZLkdD17bsmhQKtUA/eaBcFwxLADKuGN0S0PWCy+bXDON8rHaMR76xgvavLk8hU9qCWL+FmZQzga5m7oFgxvdbgYxIzJjAiEuMqMSISYyoQNoSaQukefRcjzXVHxgQzNwOQjETDAvEzP++BcUOidMicA1J5w6XyS6LXRclkSj69pfo25ejpTvHeK9Ntt0k025SSkgmxlrY/OiZOU/nEqXL1jD9wQypCZf4Qw67LolTWClJjXnEpgOSYy79YxN0bpgEBXZJMd5t88yqdkoRg3UDOYwAMmaEiYhLIATJgkt0yudIv02u1STbaUDUBWr+gHunkihVMf2MOh5t2RKpnEe05BN3HNIlH6tY8QAvJwRD2wycXgdwCETARclwlPveyDQpWTMdTRkljLoJz2Gvhb3Frtr2fAcTxVpocy+QofeIIQNaYnOn44iYtffKbKa0EdMLBfHz6gQFS/p0RsMpYiLSq9XjgrUliigJglU+KqLYN9BL608PYKUkVtqg081jHvaZaLGZTNuUIwaliEGko5VBUgtqwBiUFRO/KpDdU2bt29vpfU2a/d+YP0rtiaBchTQFwuSM+oFqNEuBsyJkbt++vfp769atc5at3759+/ZTEjIfeOABLr74Yvbs2YNSip6eHq688kre8Y53cMstt8ypJb3iiiv4oz/6I/7mb/6Gj33sY6FtF154Ibfddttx9eEDH/gAf/EXf8GhQ4f4xCc+wVvf+lYMY+n4WHXfkCTeb5M/UGbyieUdott1K9clEa9EFvy/P9/E//35Fq66fB/XbNvLLyY6z2b3NOcg45tM2vZ69DzrcvCayPw7LFEinSaRLpP4SpvEWhtpCAK/MvwUAkSDeibwFH4xqP45Ux5BSeE7isBRBE5A4CgO/OFmVqwbx7cEgVURLmXdVzBQAr9+UJ0LaBnwiUwpUgd9jLLPWK/N7guTKEMQCMXg5hjDayP0DpRpG3HpOuRUkrcnJI+tD7uBaBaWUsLAMwVtR1xyayNk+iwyfTACxCZ92g+4KAkTqy1GI3HKZYO2SYfxjgijHVH6ZZwhZaKoWBvUTw4JoUICXyPliMGReIwjPZXlWMQlFS1X/BGDiglr0i6HBLbljvm4hcgK3JtLqNbKce8fbUc9uaNaZvCjF+Be3JDLVAlWNJmYLBzulM/EEwXaXxIn1mdRPLxwfpPFw5V7JrHKJrdvYYJDLQe0T6YGzpKQefDgwervlStXzll21apVs+53Muzbty+0PDAwwMDAAP/yL//Ctddeyze/+U1WrFhxzP0///nPs2XLFv77f//v7Nq1i46ODt7ylrfwyU9+8ph5MhuJRqN87GMf4w/+4A948cUX+ad/+ife9a53ndJxnSlaL4mR3hqlPOkx9L3M2e7Oaced0SQdNbF69FdrecklB7j59dr8TXN2UIbgyIUWKx9zSIz45HuWzgTV8RBfadGxLUG0x0IFivKYx/gjeXJ7yniN+ezEUS0zqOOM9zKeitHZNov6/hi4ScnYhbXyXiCZKjQLjp4tGdwcY3BzDMNVpCY91r5Q4IZnDxO8t5PACRh/tFDxtdMsGG5EsufiOFueyFPeLRndNOOPqBSRQoBvC3xLEJsOaMeh/ZBD30hF05dLmHTZcTZnsky22uxfH8ePztHY8SIFi9xKsIp0FXY+QPrg2QI/IirRv0/CK0kMSYwdFu5VTlXAXEyMP5Ynsdqm5YLoggqZbiagPOaRWB/RQqZG08BZETKzdU7hyWRyjpKEck/mcrmTas+2bW6++WZe85rXcOGFF9LS0sLU1BQPPfQQX/ziFzl48CC/+MUvePWrX81DDz1ES0vLMev6vd/7PX7v937vpPpxlPe9733cddddHDhwgE9+8pP81m/9FqZ5Vi7FcWO1SDqvTuCXAg4918n479Q0zIWVQVNWiqApZ+Tc9TcURzbsMJt/Y73ppesbTJeiCAVRZVO2zCZfvGm3Njgc85Ic8VOh7dlgFEtUOhIoxfaBXkAR75xiOvAxLJ9s0WTK9xGiYiZUP1NXbw4JELG8UB9lg8+mUiKUW9NXAs81Q9vrzTjVLH58J8w8Pp5KKrDD5quhPJZNvojz90spMfd8Yb27pVQYTTkkw/6M9f6OQiiSsXJou+fL0Hk1DT/kN+QHYVPrwJcE8/l6N2yWhh8y55YhP6jaBMVRXMMI+UoZMgjlJ200W6uYmNeOQQiIW5UBjLNOUTgoWPVomUOvMfESguwiHNSW33AFuTUGNl7lT/lgKAIkPgLfkEgjIBq4RAOXlF+mxS8xZUV4Id3OZDSGs1XAdbU6laVQdS8b0XDvCbdh2RPUuV5zwZYBNqZGQ2XqzQ3zXoSsF9YQT5djoXQyITNpI2jyUYvGPEjDwV4bY0Cy4jmHqOVRfu1qhm7ppPvZMgxMolkYJvpshle7dO9yGN1okRzz6X+uTHw6wIkKDE9heAAlvLpIpbmEidceZ6xN0TNS5IrHJikmJa4tURJ8KcikLUb7I5Tilee53ixeCEXEqtlHxmy3+oxC5Zk2ZVDVZEoRMOqExzsZL1b16wdoNQuhd0HGizJcqk1gT5ViFByrutzofuDLcGot6SrsQoBdqAjdld/OzP8B5iyylhuDQo+k0CMptUuKjkliysONSqY7TMq+ifAVVkHhRQU9LVkSvoP1oE3Q6xOcN7fNaP/Pi+T3hidqhIC21gjO1OxjhSCTbV55oijIDZRpvXDhrQtyA2VaL9JWCxpNI2dFsimVaj4Dc+WmBIhEah/8YvHk0mQ8+uijtLa2Nq1/+ctfzh/+4R/ym7/5m/zoRz9i+/btfOITn+Cv/uqvTqqd48W2bT7+8Y/z/ve/nz179vC1r32N973vfae1zVOlY1tF2D/47SnyL9tI5pU1c5cmXYoSx+c/WL9Lo6AiBOoEnLJd1yQIJAIoYeFIo8nUqeDV7rVpL8aUHw9vVwprRiVSDuCXv9zChvMPESRdpgKTy657kf/4zuX8n3+7imtf8yyW8InK2le6cbBpyQDf9EPb64/SVwKnThgpuxaeV5MWlBLh83IqQYCOF6nCfpqGCgvrIrysAtHsj9vYbv0xNOwPzf68ssH/VjQItqbpV/cRQpGOhn2Q/EDi1QuZDcK9G0jcugAtrmugmu/iOTEM1ZTKJiToNsya+EqE1gkIBfYRQoWDQAWC+gshZSUP7NEBZPY6sL8Pfb9wmXgFZ0VzYrUYRLpMjKjAiEhkVGBEJWZcYiYksvUAZtBwM3jNv5Wh8JPgp6DzkiNsXjfNVaIyKL86tie0e5fh0CLrnhkV4NfdcKNB+JM26ieY8msTlVN+PDQxFChBSdUG7WNuClkOW6VknGh1nqXx3jRk0OSL3WIXiY4o2n9auUkVisJGiLxkgi3mBPnJ89EsLNl2i94DDi2HPdY9WqLQKtl5fZxCe+VeEb6ilLXIYaOOzjgpQb+IMaQE+1Yn6B8t0JEvY7oKESiECyv3FVm9p8BIT5T9axKottr73BCKmF0XTM5ySVrNmur6SYwpJ/zNafSpbI/EQkJiwbOYdmrCS65sU6oTMmXDuzSRD+g/UKZnoFmjFkgoxyRuQlBoM5haYeImBE5cEphgOmCWFalJl8RIQMvA0fu6VlchbuDagkTWx/QVniEobzKwRqLgCdyXlefVgsoHnyTVsE5IQXxtG6mBSVTjOwPmMFo+MbxsgBGV86aQPlHcKR8jIjFiQkeaniGg8t1bzOhkdKefsyJkRqM1mxTHmdu8oFyuvbQb05wcL7MJmEdJpVL8y7/8Cxs2bGB8fJy7776bO++8c17h91R5z3vew5133snevXv51Kc+xbve9a7T3uapEF9t4xcDvOlz47EcGW4jn41xwUsGqus2nj+EEIpf/Ogi/vXLN5J4xTRijc6JpTnzqAhM3QBt/wEdP4QhTp+ZljAr+e6MqMRuM4ivsImtsLBSlQF84CuCUoBfVvilAD8fUB71GLu2l2BTEScqcaISNyqIRjykD9JXxIVLS7yIilIdmMbSxWNlaVhSHI3lkrlCUVoFwYxssQApCzWzkGsxUMC6R0sUU5KdN8RDs1fKEDhRA+Uc4+YSgpG+GLlo3QSGZ+CXDPqHCqw+kKdnpMT+jXEG18VqguoiwnICtj3QrCEvpCUvXpXEjVTsy+26ydB6gfboSKu0BsZRGEVFJKOYzMfItZjEcz7dQyWkD5NdNplWk44jDr0HihAB96YSJBf5DX70si1gNyNdJp3XJnGmPPzyIj9+jeYMc1aEzFSqNo81nwlsPl/TmM1nWnuytLS08Pa3v52/+7u/I5/P8/jjj/PSl770tLR1FNM0ue2227j11lvZv38/X/nKV07JDFdIcdrSu3ReFcOwJVM78jPtHHd2jJNGNNQxW32N20N/82XOmCU9SL1ZZ7FYEfgTqVLIJGn91mH6Vk/w4PcvYf/3uml5yxhmhwdKNA0gZ+3DXNtnOc7FMJQ52T7VX48Tqa/pPHHs5VkCv8563k+k/uPhRK/VqfZJzFLGb4XJ10Drz+AScYD8a9IUBsqooOarWN3ZBxkVTQFzqkhIrLSJ9prYnSbm0eisEVkXmbVCecIjv69M4ZBHadg9ZnL6wVe1Ee0LmzYLBMqoJFj3LAnRmW5Www/XP5eiyRxQqfA6NZNypH65sXw44nLDmZ1t+yzX5ui6ed8rR9fNVOl2gIrVyhy9hse8DprjQojweS8nDAaujNJ62GN0g11JxTTPMwZzv0uEqginh1YlGFoRZ/3eHGt35ek/WKIYNzC9gGTG58BlUSZWW7PeC8xSZ1OfTuQbMct7AsAqB7z0/krk5HJMsvuKOIUWk75dJfp3lvBsQSwX0D7kMr7JRM0807N+V2faCKKCYlQwla18CzNtkkybFSqbabcxry3Sas/Mqsx2/Mx/v1fHFaf5ubDTEi/vL2g7rRfHCFzF4L3TlftuEbouHC9zXQehxAmp/gIkwSI/GYu9f8uBsyJk1gf7GRwcnLNsfbCf+iBAC83559dMmI6mVzndvPOd7+Qzn/kMO3fu5NOf/jTvec97QlreE6FjTSuWXHhNaGpjhNZLYvglRWbKontrK4WeKHIegdY/0fyfDdUZIqDek6/R9FUhQn50UihEJbsdnUSIqwSyzmbXCALideayCSdAGGEzyyx+9YFQqpV0Ok25sArLrJQ7aiZnCLjuVSNMHtlEbBzsVBk7MOgKwpMgMWXj1D1ihmo8BvBE3cy5MPDrlhXgGmZ4hybnQBEeoNcjFE3Oso2DALPhOjWOYszmUVHIXFaIsDlsA90z92R1j/nMZYWitZKosEoSK3SeTPzqtRBAW8OHzw/CEUKNIFzAU5IEtXvBw8AXc9+vjUdoCj90fzb6DDeWj2MQqYtO4xE2kysLg7SoPftCqlD9EkVHEDYykyiIgXg15H7STveGCexLj30c8Vic9n0pSkcUdivEegyQUBrxiXRIzJjEKwa40wF+CfwsBOMBrqsIHPBdhV8E5dhI4iSTkNzY0EidxOclbSLUzAMFilidvWwk8Eg3+K7GnLZq/lpT+LiEzQ+L0sWoe7e4SoXMZR0Vrk/4UQxVO6+2H8VtMI0WdSa2cS9Bmxc2aSzW+W77ShKtu3dsfCJB2Ew+FZjIXkV8lSD5GGSvUvjpo+cA/BaL2Nq2Wc0CNceH3xbBcMNmzao9yVSHIuoGbH6yRCJb0Zr7ESi0GRzutcjYNfcbzzXoIIKvKl6TIlChlFQqOPpFofKcbIgx1ZZkzd5izew7Dd1YWMoiEngk/bAQFuqfErhB+N4LGvzVE64d0i7avonp1/psq0jo/hV+QOeow9qBEqTTFOKSA5fFSUlBSkGi1aY1ZdPvJFi9q0AiK8g5ksELI5UARYHAbchhbXphk/A+jn1MANFyB8I/tkXPSsumc23bnHUIKWjtT4EQp/W56Npa+UZ3rl24Ols74phRg/a+havzbDHXdXADB/adpY5plixnRcisF+h27NgxR8nw9vPOO++09elE/P8WCsMwuP322/nt3/5tDh06xN///d/zR3/0RydV1/j+KUwx98fgRLHbDVrWtTI17vHwTe0Er6gM1vxgvJreAypBfpp8Kk/0dDbKR6hQ8B/RcH0MIyAZrw1ALcPHkgFCgRckyBi5kMzl+gaZbO1jvcdNssPtDdX5IgJrZoBbzkTJZDL8NN+OGauMKK5O7KbfnAagWIqTyWRIpoaw40Vs4MJEOPrxU9kVZIu1Aapt+KFw9qb0SRi1QU3GjVL0wtewPjhM2TPJlMJBSYrFSDiITb7ukRaAnGfqscEVUQhCgX5mC7jUOJup6i9eo2ZWKQ6pUm21at6/UegcnAoPegzTwagTllORUsj/tdxYYYOc1egf6SlJtk7wVFJUhOX6Y6rrkpSKZDQs7NiGH/L1zJQiVS2aaQRsaT8SKh83y1iiVn60nAxNCijPpmzW3AFmS5BetGv53eJmmZXRqVqB36r0WXmV/Qyh6LCy1cmaUjFCZs9G8FzMuA1xj8zGAA5YGGlBpi0gcwW4rbV2C55Nzqndb72JDHGzZpZrigBZd0wZN8Z4qeb/GAT7KDTk8GtP1PUZmG4YdCfiB0jIyrm2hM/62OHQ9qSwiNdNprkNYWXjfthvv01BXtWeiWxg46rwZ69eME36aaJuS2j744ULq4GkpFAYsZr1jWE5mFZ4sqozNokUiuCVgvx9bYgfG6RfnsXeUAIleKGwmuIxfM80x8nAL5H/p0Fgm/m/5fIowUVRIi+bxLQ9vKyFsytJ306LDavzJNfnMeMeT/yvC+kiR0LlibYbCEPgTPkUB13K4x7Zl23CeUmRRN6jdcollXEwApgyoNQuKHVKptcYuMnKM1GSPq4RNluvFxgDJUJxAQAminGKdT6WuXxr87e0blkFIvRyumb7CG25Mhlgd18LO1e0wEitfG+uTFsmw4uZGH2HptjdEaVzf4mgFOf5zW2Yu+Ks+fNwItd6D2NpmRz4Xxub4g3U4/95HOPh5465XfoDjM0zvhKyclxj+6dO23NhJiUtMcnogzkyAwsX5dlvK9F6cYyxZRDMa67r4KkTcw3ylQxN9i5GFnv/lgNnRchct24d/f39DA0Ncf/9989Z9oEHHgBgxYoVrF279rT16YUXXqj+7u/vP23tNPL2t7+dz3zmMzz//PPceeed/M7v/M5J1aMChVpgh5/Ol1YGjEMPRxBvrGkTj878Vtvm9KS3CrWhwhovRYNwclQ4mlk1mxVcfYTIQNCcw0ko3IxB/sEW3MEIMu0h017VXknUBf3ITVe0HWbarbNnahCEpZrTEm+2PtYLdWFd7szxziLLN16LM81cbSpO/f5o3F/Mcl7n3L/xnDVeh1n617R9tjqOcW2VANEo3M9mpTlXfY0HMbO9KtQ12PZZwq9MkNS90VNWTeAyzQC5eZr4RWMErkBYAftKXRR7Y6idBu41LtIyqZ/CcJWB2RC4KlYXjtIUDYGuAg+zbjDqE47i22ipWl0XOs46+8CGIDtQUbyHAu8AwTwa5UaNs1HX70DJ8FMmFFKGt9dfm1mf2aZrXTkGGVUkb56gcH+awk9a8IZNYlfnKvdToLSQeaoE4YBLQkL6vCgtF0TI7g3Y/OHx6qRh9zUjZHalmXymlSP3d4ES9PZNEDcT5HcHTD3rELiKaJdJamuEtliMXobheXAsyVSrxZ4NKSKryzitcDRcdSjqcMN7CZqf6XnfIzQ8+7MZotStG2qLU7BNdva3UIhaTfuUrIogHisFIGC8JcJIe4yLdk0ykY4wGsRR3rGjwQbH6HcIXxE4px6bQKnT+1wkN0RQriKzs3TCgQnnojzqVYL+xAVebunHrDjWdTgbihjN0uesCJlCCG655Ra++MUvsmPHDh5++GGuvvrqpnIPP/xwVZN5yy23nDafw+npab75zW8CEI/HueKKK05LO7MhpeSOO+7gLW95C8PDw/yP//E/zljb82G3GpVgP4VzY7bHHzfJf7+14p923TT25iLSnv3FOrivEyPmYaV14B/N0kLatYFQ0B8Q9M8sL/3x0aJDWIr4K6dx+hyKv0jjH7EwxdwpHjTHjxETJNdFiK2wiPfbyIggu7PM5PPhb5YwoGVrhpatGZQPftnge//leroODjI2kG0aUMuIIPO2bUy/Po9viOoM58p2F3lWpvJmZ6AnTfdUgY2Hp0mWPFJFh3zEYjIRYX9XikyyIni2Zh0m0xE27c/w1NYOBnviXLhrkqda4vO0sHywUhI3F6AW+PErj1cqjHSYeDmdJ/MoASI0CbMYWez9Ww6cteSMH/rQh/jyl7+M53l88IMf5IEHHghFjy0Wi3zwgx+sdNI0+dCHPjRrPS9/+cur2tB9+/Y1aTt/8IMfcMMNNxwzMm0ul+Otb30r4+PjALz3ve8NpU05E7z5zW/mkksu4emnn+auu+46o23PiRAQVFSIZl26Bi8IoN7kbJZgGSfWDlh2+M0vpQqFZ/c82ZwTrM4M0pDBjF9mxUSpMTfjXN2TZUXro4rsYCckfYw3ZPGSPtEGf8R7Dr+MyXLlo9zqevSVHEqHY8RWVDRGERkWOG3pEa0zhzWl35QP0asz1wjU3C/lRv8dOKpdrdtntqgQTfscswmQzdqj5grqfjd16Bjr6jnBe0UIQulCKtqoY2uvGu+TWbsp5traXIffaMJmhNtNR8Om261W2GxTChXyKw6UwKszFfWDcG5PpQT1414poOSbdftLxtyaD3DSKBOXtQGOIQLcOjNQX0mUkgRKVo83Ij0Co+7+a7hQtuERq7s/Y4Yb0l5aInw/WyIImRD7QRAyXW7KBapk0zofWbUwkAQ4DbPnhcAN1VlSHkFdmULDpcwGFvm6FCVTQTxkIhUgQ+ayWT9Kzg/7xdcfkxQKs85E2BR+6F48WsYQNasPDwN5vkO0c4ryj9KsSo6x5/Xnkc9X2jEfeh5VXjjzveWIME3UFedjWj6m7eO6Jl0rMyRTleesVLSZKEaZPpLAMS28lxrA/pn7vYKrjNozEYHJDQk6OjYTrCg1pV0KgKkVJmYsCHkUeEH4nq1/ZoOGNEVAKJJroETID/vouvleh2qOD1k6X2bb7nDe15aiQ0vRYeVEjkK08s44b+90dfcrnh9jLB0hk7C5eHqI4ZduoJyrc9PYfYCgUKiUDxTezhRug1tFPcb05JKYnyoccmk5P4aVlriZheuxlw/w8j7xVTb5/VrI1GjqOSkh8+c//zm7d++uLtf7TT711FN87WtfC5W/9dZbm+rYvHkzf/zHf8ydd97J448/zrXXXsuf/umfsmHDBvbs2cNdd93Fk08+CcCf/MmfsGnTppPpKnfeeSe//du/zW/8xm9w3XXXsWHDBpLJJNPT0/zyl7/kS1/6EgcOHABgy5Yt3HHHHSfVzqkghOATn/gEb3zjGxkbGzvj7R8LIWcskoSgLVobNE+oeMjX6mSsKOrjrAihWNE+Hfp4GyIIfaAHJttw3fDtWq4LGmKbHhHDQyiw8PE8iVc3aPYDGTLd8wOJpyRmVtH1swDpwdiVkvxKA6U6sfMeF7UMhdob/psNJP7PIwDkJfi3tzP07/2s/M2DxDvLtBqFUPkue+7IyUXfYqJc82FrHKDMRpOvnlTIuk+83xiop4GmoDsNgYEac1I2Ru88Wqa2ADSaN4naf0JWcs7Ntv1Yy41CsGX5xCO1j3fccsMJxxtGXp5qENgI56oLlMCYx1fVabjXPD88yjIjDpG6CYQr2g9UTfMs4bM+EvbJHPZamK4LKFPwbMp1QmPJMynVten7kqA+r6ZQDJu1QCdSKA7la76DKxLT9EWnQ9vrhU5fSQJlUgqsqjlqm1mgzazds8NOOJBKygz7GqbNUjgvrGj20yrXBdHJEcGpE6SlUDh12yUqdA6hcm3qheOxhkAqWeFjBzWBbCqwqc8+25j7diqIh/JkTnqJJuG7fjnnRyg2tBkz3er9I0U4OEzU8IgZ4cml0HkRAaPOzGRAG/DaEolflVm1Ko9/VZngApfBt3Tj7Q/7c2vCyNYWglunWfdU5X4ttEviEwHlq1y89T5ESlwS303cCAvr9ffGmJtk3K3dC6vevRvbbSNiZKvmoPXvlQ2z9GO8GA+9S+rzHAeBbMoLGLW8ap1CKJJ2WAjxA9HwnBPyiVe+AP/YNrjpQvje29OTpmiZXDg4gRmo6vbBnjiDvQnapkqsG8zRkSnjGpV8kd2X5Xh4Yx/ZWMVf9Ly/XQkv7Jw5KJ91H3toljNRYykImACBU+lppNPEzSysMDj9Qom2y+JMPVfEnTq2/+q5hPbJ1MBJCpn33HMPX//612fddu+993LvvfeG1s0mZAJ8+tOf5siRI3z1q1/lySef5O1vf3tTmfe+97186lOfOpluVpmYmOCee+7hnnvuOWaZ66+/nn/+53+mvb39lNo6WW655RauuOIKHn/88bPS/mxIU+Bmlu8LU5YVPff7IGHoNQZ+4vhNJ1QAziscYj+UHL6vn3W/PXAW7QI0Gs2SoEURXFfGjzvIx21U+1IZop99vEhtQBifCFCWwjtvmX2fhJrfybyOwY4kh9sSvPKZg1iBYsNIhvsuW0vRNlkzluVQd5zpNovSjEZzKh3hULyFV2wfxDUkccdDCMVVew5z/9aVuOYcKsslTuBUhPdot0Vu78IKmZNPF0htitD36jSHfzi9oJpSjWYpc1bFeCklX/nKV7jvvvu45ZZb6O/vx7Zt+vv7ueWWW/je977HPffcgzzRdBh1/MVf/AV33nknt9xyC1u3bqWzsxPTNEmn02zdupV3v/vd/OAHP+BnP/sZK1asWMCjO3E++clPntX2m5DgF5fvy7LjVwHSgZHrT0zArGJB7+sP42VNMjvS85fXaDQaAcEVDqozwPx+jO7LHIy4nlGfjWivRc8rUiRXQ2o8rPV2L1qGvq0nIGACIAQd2RLWjLVI3jZBKY60xHlsQw+HOxNVAfMoJdukZBo4piQXsTAURLyAnunCbC0sG0ojHtndJaK9CxuFH0B5cPhHGaQlWP2bbSTWLnw6OY1mKXJSupevfe1rTSaxp8JNN93ETTfddFL7/uxnP5tz+xVXXHFGA/k0ciLn6vWvf/2iieAlzIoZr7sMoqXNRnzSI3FAMXalxEudvPO33eoS7SuR3Z1EXTKPv6NGc5po9PXSLHJMCC5zkD+IkegNWP+uDgqDDpmdJbK7ymcnTPQipOOKOPGVNmmA3RXzbSXg0BU2beeX5tz3XEAGAdv2VEzzf7W+i8v3jtKdKXJkjoA+SgieWNvNZfuPYPq17/vRSLTLmeKwS9c1EYTJggcAciZ8xh7K0ffaFmK9FvmBc9s/s96/frGy2Pu3HNAGfppZsdsrt4aX88H3OTDRVt3me5LArXeqnLsuIRSNue5Ny6sKZEIoUlbYl0aKoCkoSL38HQQSry4agecZZEsRhAKfOFOqFHIVFALso+kYlGLF82UKKcne7hTkKx3pjOerbb442k32Y2HNdvrFvdQbZx388AYOmJtIpQv0r5pg96Or6Li8lisrLh16I5nqcs6LhF5qTmDi1vn6lX0TtyGQRKkuh5qvBI4TfmRN06+eR6UI+fdUQpGHL4406lJEUPF3bKzPNmtf32LZxvfDdQYN/on1fp2N7ppSKOaLwGQYQahPkUj4698SK9Fa5xNcH3gFoC0SnoHPe3YoH13SKjftY9WlqSj7Zsh3MFCCgan2qv+rEIqYHfZ96k1kaLdr7XZaWYyZg5MiaPINPOy0MuHU/MFG88mQP5cfSJxy7dqalo9l1c6DAPqTNZ9LL5CU6nwHpVAh30JDBayPjFT7pJTAVD4iNlT1uW30Rxm2WwgaPrr1/r6tRoGoOHY05WwkxnisFoxozE1RCI49oz+bYFxSFu6Mr6oUATvd7tB2g1pQHaCpP/VBfI6WT8u6IExmuN1pP86eXGd1udBw7wCk7VLV7zdAkHMjofKjxWSo/FQ0Vn2PSBGQNGcfbIrJ8LmOr7SJr7TpfIVg8qEsme2lqonfucrI/Vk6r0yQ2lQLxiQU2CvKZL1wgL59xc5Q3tZGsm6UXN0+EeERNVzipjOrAjHjRMk64TYyxWj1vWDIgLZ47d4KlGjyySyU7ZA/b6Nvt+OZoVgBhhl+HytD4Ne9XwNXhpwgAymYjtu0FBwm0hFyEZP+qTxH2irvH+UJ/PpctDNVTSajPLBlBVfuHSFVdBhpiTOWmj044nLCmfARhsBKGTiTC2tqLSOCnlekyQ2UGXs0v6B1azRLFS1kambFbq18mJwpHwKFWyfQVRJCN4QYPXErn+pgV0qFKcMv/EYBczbqBSrPq0SUFYCHgdeQy1NKhZgJitM65tAy4bH98mQowmc95bKF/PlToXWNnyTx0NMIIA9MvaYfRCfRdUXstsrA15JeaEBQEDb1CbokKhTR02uIMBooERJClWoOslR/HhuD9swW6bU+1yeAbAiAY8qgJowDjheEgg1VhMz6ChsDB9WE2MYchcfqUyUfYm1/s6FPEbMyGKynfuDWGHjFDQycusFmwggH6ZGoUCTgomE3BXsxpKpGLZWCpgiiMcMlVhdYxxJ+KHps4wxpOTAp191rjmfg1QnvjYF+wiFLKgPa+nPgCSMcREcEYaFNSBLCqQ66pVIYsowlizUhExGKvlkyrCYhs55GITNoEFKNhgF+oARWEI7U6gbhT05jRNtASahGZjUoBOFBvmwMM2KE183W//pAPLbwQtdGiiAkrJd8KxSQCSqTGkfPoxcYofPsBgZlr8Ec0TfrhExF2myOHBsoSbDVRxz0kUMNQaVQdF2TpOuaJNPPF5l6rrjgA+LFhjDATDRH/fSyAfmDDol1UaQJfiqgfKmPmRJNkwFF3woJmY33Z8k3cerepzHLxRABpgia8ihDZWLGbRAKfV+GJp+shuixsiF4W330WF8J8MPbGwO5yYbAbAEg6l76QqrQxGHPZIGWQuU99IqnBzEU7O2pBQSrHJgKL8/gmQZPrO3mFS8cZDQdPyfMcGIrLJSvcLML/zzF+iykJRj9RW7pREM6jcwWTXmxsdj7txzQQqZmVqyWysfVnfZhOaXSUoo1O4pMt5lMdi+cb8bkHou2LWXyexLYV0wtWL0ajWaZIsF9ZRlKlYGO9UsbecjAlRIrqIxSWy6I0XJBjMKgw9SzRfIHnGVlSptYY5PcGCG1IYKQlfNQGnFxsz6ZnWUinSYd2+LkDoL8gIPfoSqRJI4xOXiukYlZ7OtJUTYNfEOQidpMJKPz7zhDyTZxDUnUXR7+rZFOk/hKC7+scCY8nOnKZJ0wK/lU218SZ+JXhQU3lYWKkOlmfbysljA1mqNoIVMzK1bSQCmFM+ljHo+QWT/wOYnJodlmlI5Hm3midA+WSWR9nrkm3TRzW/SsapuqMWz8fChBbFWB/J4krZdPVauu1+7MdzyN22WD1nG2/I9ngvnchEO9ajzGBehy44yoFOo4zuWpfeiFUEhqGosTvRcbtSizrQulNxU0nbv6No/eB0c1qh7Hcz/Nfw6OlgmUnFULOFeI98b6DaWatJlG3YvBP86b4eh5mq3/AbJZmzkPx9vu8fSp8nvu+ipl67Wrc5Q3gWTlHLmvKmM+ZGPtNMkfdJGWINZb+UQfNaV1Mz5TLzhkdzoER5XKKkB5i1tIEKYJhkFijUlpxMcvKWJ9Bn2vieNmAjK7XVo2VzSTZtJA2JIVN0VRgWLqeYep/Sk6uubOJVq5Lse+X2d7Js8klWxPJ34vNu1Rt6IYtXhhdV1EfMUJBQ+yPB/bDyhZBqYfsO7INO3ri2QnTErDi/ueasSICVb9RitCClSgqpMW9Uw9W2Ti8dMT4MhuNSiPL61zdjoJloBP5lyWO5qFQQuZmlkxEjMPXwBIEU5AjQj7+s2S59Cs86sLAkngNSS3l7JmVingYKYttL3sGXh1PmuuYzZP4Nf1KQgkQVDpiickdtTDbPBvSeVd1r1QYGyVhdMlsOsMYP1AEntHjiBbyW25KRg+YYVBy8UZDn+7n8FvrCJ9QYbei49g1OWtbDPzoUFGtx0lUWdKl/fCOfoCBHunOur62PzRrPjz1NaHzGWPI9F30GDe5XjhfJ3lktVUpv68x+Nl+lLZ6rIha760QkGL28LQpB12y2xMfN5Qf95vNjmrN3Nbl54Imcg25slcHZugxaz5SrWZeaKiZtpaCCIMOrWBWc6PMFkOz6Ssbx2v/jZFQNoKBxlpNQtE6vIlHnFr0YXdwGB3vitUPudGcOu0L92pcA5VL5ChY+yIFWit8/k0hGJrYrjWhjKY9mo+VJbwQ/0xREBa1O4tUyikdIlKp3qPuNT5kAl4rNgREsgOltrZX6idp22t++mzaj7H18YGwp9oWWYVNR/kLiNDvs7c1cVg1Kudp1JgMeGF/RnH3GR1YBIowW6/J7S9w87RYtSubYeZC5nwllSjdYKJX+en6Sgz5LvqBmbofm80WQcYzLWGtjshE3bRlCZ2qlg7ZwIYtGv7CwVrTZspU1ZlgdF8ovYMrFd0m2X6kiViuWaTvqmtMTpaDNqvjXFkZYTDa6KM7+1i7cfnzmV4tnnxf1zG+7Y+yOF/XhVa3756isvevJ0CEab8OH5JIkyFMBSHR9pRMUVbTOGqDLuytWeq5FtMlub2IWy8jq5nhMxfrbYJfGTItaLed9syfBKz5LWs+WQqim7tfktHSvQks6Hy3fGaT2bJt9g71hHa7nkyJBS2pguhHL6GUETqfOQzpWgon25uKtacR3OuySehQnJ40qkcXzZusWlkkjWjWVQXtL6xjfwBhyP3Z/HyS0MzZ8QkQgoOfW+a4iEHq9XAThsVNxNP4WaDimXW6UII8JeRmYFGswBoIVMzK2ZMoo7xPj4drhuNAzWlxIJq7kxfseHxAk5ccuCi2QcnquygynPPls9FbGWRvluGyLyQYvznHRR2xdl48wBmrHIifeQJaTOXir9AyMezTusnaPYBXahrOp+Wrn670aD5Oh6tZKPg2rg8H6eqsZCokB+oRIWPWRmh4zi+YwJD1J5fV9U0o40BS6Byv9Yfhz+LttOo261xfGU0nDMDNa8WsnHme04tYEM7J6OxnK3++a7dfPdwaLtQofqEaq4/XF5wZE2U0bURDDcgUgywCLCCACcmKCcNDhdtOgccugYc+vaXGYu6OOtsCged02IGuCCYilajyOGG1Zdcu4sOK0cscCvPaS02Fl6PUZ0QaPTlPRkaz3ugxIJYWsxHvX/ubPeOarDSaNy30aJBHMezfrxkoxauFPRP5GnPlTjcFse51yaaH6DruiSr39LGyM+yiz5Sqt1m0PeaNF4xoDzuoXxwxn2c8TPoyyzmt/o5lwiUPOvWA/Ox2Pu3HNBCpmZWjKhAecvkjakUa58tYBcDtl+fJDBP38gitqpIbFWR0sXTjHyvl93/to6Nv7GvKmhqNBrN8eBbkoIlMY0gpN1yY5LD50UZ3hyh7ZBL+/M+na9tIfAVxUMu+f1l8gecRecbZqcrgkq0vURpIkrfhlHa+zLz7KU5nXimwcHOFBuOVK6DZ0gcBPkBh+LhSXpenqLv1WkOfnuK8ugim8EQEO2xaL0wSnJDBHfaZ/Bbk/hnSfOqXIURWRoTwxrNmUILmZpmJBhxSWl4xgwtUE0RRudDyHoti49oyGFSv10I1WQyWdFkEiozl69JY5cCJQlm1KOJaY+uQw67L46TjVvgz0QMlQv4MXJc/nHvttCqa28awP1enN3fXsfmt+whMBpn0uWc2iiJCvVRKaMp+qDnhdOLNDHPN68xumxjhFohVSi6YWVd2JzrRKjUPUun6q/tLNcl7JMZbj9mhGfZ44YTiihqCQ+7bjnAI1oXXTZmuCQbUuhY0p9Te+kjQ2aXGS9anRV1lSTrhINvBIT9ShtTqpgyCJn3zaaprdfm+CqsZbSkT9yoHUMtncrMMaiK5btfFwjaV6KqyfMRlJTZ5HtYf0+6yqAU1MwD88rEUuF+1msGS8rCpS5Ni5Jkg5oVQSGwyfnh6LFF3wr1oTHSaymwiNdF9fWVxGloox6noc/Tfix0HrN+NBSl1w2MUBohCGuaAiVCZutqlgiK9e8uIcLlj2oy/Ybo103a03rtp1DIBvORo/fKkRUmOwrtnP+/J0i0OsTbHLqutel+GZSLBsWMjVM0KRctnJKJajR9P9rGjgGCbHbWbQtFfrhikr761YO09mVZbU0Ax/bBLfiRmiZThaMpN5rCzsbsWsPa76JnURA2ORVBicqzUv9cerO0YRm1KM6NWsbZrAmChntnNho1k/X1GDIgZtbeVW5DLsucMYt2VB3jd7XB8OKLK1qJOx69UwU6syXG1ndiia0AjAwpVnRO0/v6Dg4+0YooOfi79816HGcCYUJibYTEapvEahsjKnEzPqMP5si8WDqm9dXpxkxKzKTESuuAVEfxEQviD386Wez9Ww5oIVPTRHprBCEEmR01PzS/TphhFt/AEEIRjdQ+jKbhk2jIMzhZiIXyg5Xd8K3o+zLk9ymkakqHUf9x9j2DYMY3RUlRyTnoQMdEmVVDBVxDsK81jZrJiRmJeCQiC2cC5A0eouvm8Lrv/o8r+c9v/BEvfnMjR57sJHF5NjSAdpURMuW0pB8elCBI1vkEub7RZFZcLpshAb3eD1UpgWowP1QQGsBGLK/JnLV+AGfbXmgQI4QiWpe/MWJ6TSlHjh7D0WqlVA1XLrzke0Yts4uYSTdTd4sFSoTuD0Ooqv+hFIpNsZFQfQlZDvnpWcIL51ZULtRlP+g0sxQiYWEn69eERFcZTcJQ1ouGfCyfm+it5sALFGTzYSEzlSiFnoFYxG0yja4XOxrPKcCkF/Ybrb9XOq0sa+3R0PZInWCtEHgIXET1szodRKoCWqAkB0vtofuz6FvYdamFMl40JETudTuxRJ0faIM57FQQDwl4rjLZnu8P1T/phE3XS/7cEZ+lUKEJhCk/HpowaGTKTzDt19p4OrOKgldrwwlMMuXatcqVbYrlcGoM/0SDgDVQPxEkgHxgMe1Hq4+hH4QFTt+XIX902xZUQj1VUA3PQ2xNlv0fNYAYEKPVKNEzWSQ+FBAfL9KSqzyLCoWfAq8V/Fbw2hReG/hJmPrT9YhfPn1KxzkXQiqmd6Sxkw4tvdmmySlJEJoIAhgqt1Z91F0lQz6YwSzuFM3vsfB2z5ehVFzD02kkMYao+IxLGRCte0ajlodthPtUn6+3EVMEoXcCVO7no8+pGxihb16t4+Hnvv7Zb4sU2Jqqvd/G3QT5ulyf07kYngznwVT+PBOPDe/fAHhxVQu9UzM+4Ndl2PNbdflupyVXPTXGxB8IJqZ7Wf9fz46QmdoUoevaJEZUUhpzmXq+SGG/Q2nUO2sRl620pOu6FInVx84HrNGcy2ghU9NEenMMpRSZXSfvn3i2Wbc/y4aBysz8dNriiYvbUbNEmzvdxLtLdF0yzsij3aw5v4CILhMTZI1GsygJLEF+lSS/qiJsCE/RUnAwp8CcFJhTYO8EWZ4JsGQqUhtGcYwk5QmP8rhHedxHucfh52sLjLjEy/pzapF6xwuM7u5g1XVD50I6xjODgo7xMjnTIlnw6JwqcaA3gVWuyFwTLcefysSxJIEAqcB2wxNc02mLki3pGi8xcTZGjAJSGyP0vjJNZleJ8Ufzi8IUPLHGpucVKYKyYvinGcpj3hnx8dVolhJayNQ0Eek0K0mxz/57/KTonijSM5Bl7+ok+1clcK2z69zdu+0IY8+0k92RIn2p9kHSaDRnDmUKvA7wOqCq8lEgSwpzEsxJCP7DJNprkd4aRcyY9Wd2lhj7ZQ6/1Cxsmv8/e38eZdtRngfjT1Xt4Yw9D7fvrKsZCQkhJEDGWAzCsRniLw4E4zi218/LjofPMYlDbGMwHmKbEJYh67O9nARwVgI4EDvGQAi2MYhRSEhCA5qnO3ffns+8h6r6/bG7z66qvfuc7tvj7VvPWufe3mPVrl27qt6q93mfKsXYKyqonPBASCIZES5xRMscPBAQgYQIJahPUBh3UXx6DsNXLuPALRd27sH3OyLgpQ8vaLuOTje7f3/zhkm0XZYYkJRioBliaqEFSYDZwQIWq4kR6sQCNz87j1UmxuKgsSpHCGZHC5iY6+DJyZ2bJPVGGcZeXkbxoAfqEITLHK3Tob5qKJEE+Vnm6FyItmTMwsoU/ogDViSImwLhEk94ngTwRxwUplxUTngoHfTQeD7A9D/U1zUhc7nBBv6xAKyRaWGgMOmAOgTNFzr9T96DIFLiyPkmTo0X8MyJ6m5nBwDgFDkGT9RQe3zAGpkWFha7DwKIIhAWgfAgsPTfhkG+eQqgwKE3DaJ00MPANQUMXJMYIsuPtzH/7SYKky6KUy4GbyiCBwKzX2sgXORwhxj8UQfuAIM35ID5BNQjEKFEuMzxwNVj+LkfftCuYm4lPODJq6q49pl8Lu1Ln5pFIUo0MB+4egx3PJa63V59toa5AR/FgKMcpK7YL0xUMDtSyKgHzo4WcOR8C5VoZ6LMTt5ZxcB1BYSLMZYebmPwxgK8QYYDrx2A4Gn0cgDdSZG4yTH7zSZap0J4IwyFyWTSxBtkCJc54oZI6mWBghUJmEfBAwHeEeBtCRlLeKMOnGKOxnEkQRhAKIHgEp3zEc7/7TIaz+3tqLsWFrsNa2RaaBh6cRFSAo+9+gaEdyZ8GOEBkq/tOkuo1NxECJXwFG6g78SoePr13OD+mai3fQQdZcZyHTOUhAID9QiFWODUkYoW5IIQqetq3juEgbub2vWiubUizdf9WR3/42/eDAAYKDVxZGIWj184CJTTfLgK520pLKIR69w/M3BExuNXppqlhCT8xu4hADKjoabTV5ptPT1CJBhLC5tzmuE+qbyiduhiqZUvCUMATMki4ijqSZmhVKTabUSiWtLrStGNNK24Ios0TmaZBjq3lXAUlOAwLnQ/PpdwUOUZW8TXeH4AcD4c7JZ9W3h4cnlCO96KXIRKWTdaBY3/ZAayarQKGtdvuZ11ZVPLaDkooODo0Ryb5fT6qhPgWDHV8qzSNspEH/DMipTDyQVDMx4EolaXuzYbD2icyQGno9U3n0YoMp0j2eJpHi7EAxl5GJX7OhMNoiXS8yPBcK6t6GRyF43QCPwTuV3eMSXJu1dxFoOYVzRNZ8MKXCVNVXcWSHifbSXPc52yxptLgvDo9dsMhhVFbs/juVC/W+UbJAA6oYtaWOi+b5OnJwXV9glOERA9D+p7Ykyg4Kd5CjnTeKYANG6tAEE71u/3zE96YD/6CgDAmTjG9508DU+k9xy8vojB65PvPHApXpgo4dnjVfAfTuq570c9DcjXH3tSO84lwako1RNtCT+jmXquPdDl6FIiMVpM2+cgdtCIDO6s8s2JnP6Fcwqh6GRGHIgJQyQTDWZCJLjCZwxjR+OfA4D0lHKnAlUlYFjBibT2HABKTth9V0ISHBxZ1o6bwYNGC02Nm11kEQIl4FEz9lGL0nd7+mgZTc/FxHwHhYBjbEnJz4rbayHiXQOz41FIQlAMOMZq+rfy6NXDODNZygSX45xidqCIjktxZXMO8l+dwJniEOpuko/j/2sW/PGnVx4IGLmlhPIxD8vf66D25MYnq0tHvcTAXIrReD7E4A0FgAPn/66G5skgK9NDkxXGkVtLmLorbV8kl2g8H6D2eAfuIINTpggWOHhHgneS1XbqE7AihVOkIA7B8vfaCOYSl3HeEnAqDN4QgzvIIGOJYIEjmI12LcDQpQSOvR9Yx77G7Yc1Mi00FA+5iAnF0jUSwBqzdGY0OzMiqRG5lRKpDXIAwGMcvIcmJDE1pyQyAWi08ykAIjHYCCEALFc83bCRRLumOCe3NdAFAIiHHoe3kkRUIMBPjSE45yO8IsmHQ4QWUTEUTBN6Bzamt5iUF0mN6bzgGGbQHa4PxCgVWiRgIUjmfXMtsATRAjRp7whARBwIGfc3MlevIYBnGFe+E2sRFh3CuwMzBqEFnwFWAv0oKbKcSK2e0r1EhGv3ECuRY1fLPuAOmqE+oG0GnhacRTXugWzADQ49kJUQRBt05wXo4MYkSStO8+DRGL4S8MYjPBOdUzUguWRocR+CF7v1Y4mXtAi5LuEZTlFGt1J5v4Fws1FwledoCU+bNIkk054hL5JrGOvqmmZdaMeuVi4OFakOISQiw/2pzd1s9FiuG5kqEh1C/ZG0+r+eaMq9dDCRTPxwmT5n5o5SnwlKjNQekbUzkWcJYiOatxqwKRZUKwMAOHhsXtt+7MUlDJ6PUZ3l8BsC1TkOcmUI+pI2SsMCL3XO4eXKxMxhbyHznfXSRBWgWv1sCT8TXKvD3W50YUokBr006I5gBCQn3lMm0q/6tySQZnWlgBQrE3KEgChtG6cSMdXL0Yw46yj9GoXMRKR2iIAgqZFZNSZb1bYMAMos1LZdyrVvMJY000fMjhUxO1bE9U8vAStGZttnaJQcLFc9XHUqXekMXYr7bxzD1S/U4EUctaqHpUEPSwMuBKNp/pU+BDJpB548NoSbn0ncc4dkC1956RQkJRCV1Oid/IEqqlf5iBoCY68so/FCAOaThH6zTrTPhag92cHAtQUM3kBRfzrAwneauW7bAAABBHMxzn+xBn/CSVYuFznCxXjTxmC0nLiAW1hYXByskWnRBS0ArEAxz/JXpvY8pMTh803UBqsZuZDdBu9ItMoM7gWB8Irdzo2FhYVFD1CC5UMulg8lhuBEqY6j5Wafiyx2E8tVFzgPxIzg7pcf6O6/MFrAHQ8mkacHmjEil+LRa4cBJFMX5oTtWjg7XsJVp5dRDjiKIcfx6QaeP5hSUgpTLgauLWDmyzUUD3qonPBx/B0jYD5F1OBon43QPheidSZC3EPLUsbAzJfruPDVejIpsAG6Y3AhRnBhj+l5XqawnEwLwBqZFgqqVxVACMGMs3kuY78VuDwNs83i8HQLA80IL1xfgekIIQFAnYXehaBGy8MOJs7GEI8CnatkojhwGUB90/3GC6sDns3UDgEKrrrPrvOa7US/5zFX7s3BHyXZVZKNoJ/b0sV2thu9Lk9LcC2slWN1VU7V8ky0SHP4VBvyBthbk1NdbDJbpubpVmD1PaxVLzfyTa1VPzeT5+0OxbJe4yxdHdzGzACYGS/i6LkmahU3aUxWVlBrVQ8Lgx5GlkOcGy9CXGyUdUJQK7soBcnbuubkEk5PlLuHB69LVjRHbi3DqVJE9cQldebBJoqTDMWDLqrXVEEIQfN0iNrjHTReCLHiq6z8AEhpXVItLPYBrJFp0cUqgV4VN++i1+BLJjp83U0OLCyl/BpCJGaYbrh6XqwZFI6hRxZFTHMvNLU5pelBxgWOn2lgeqyIesmDFB1tkMHOFHDl76TusTLq7cK5HVgY9zB1JkDpIaD4OEH99RLxmF7WpnbihZrOU8oMgonUODSqe6sUBDI0dDJX3IrTy6U2WBKSQfUpE4JmXDlNvqFmHBnZkwRwvd5lzZjo5oERiWuGdL3HQbeNCkvdzEyj4WQ4lr2nkqLJtwT0Qe1cVMVMMKAdP9UY7g6iY0EzaUYR09xlzTIgBq+JMqFxXTPu3kR3Gz4ytIRDpaX0eYjENaXp7raQVHN1PRcNYzoe1PMoVf6Zi6B9EI241H3/Kh9MSIKZoKoZaaYrbCyYZuDNhnrddIlAkaU+jANOGwNOyskSILhmII0uGgvW1UFcxXxQzrh2qqgFBTSC1K3y3NKA9k2ompRAtj46Dte+F/N7imOacX12vXRlhBCpadGampYAQJT3KCXROJlAUtaCp47reYatWj+GhpoYKen6jKq7ayQoGp20TILIRTvQXdjnlvR3ZaY4MVJDxU3pEaMFfdWyyCLECpd1QZS141XW0eqLkLo77DIvatzCPMSGxuRUMQ2SJkDQjHWXdbNNWW4WNU1T8z1SKuF4SlsgE1d6JjkkANflGK2kvE/TTR8ACkr9pkRq9b3IIpSZ7g5rtj3qN5kH13CfFZJo1whJNE5x0tYk5S4o8O2XjQGSrJj36X0evHEE5VaMWtVdH6e4m4AEYalG9XPHq5haSL5p7lBIT3aHBsFcjGAsRvNIGSOtAN4Aw73XjmP2DWWQFbkch3NMLbRxxK9h6oiHhuvhyeFRLBTLCH0PZ4MQI49IDHzinvXn0WJPgksKvsdXCvd6/vYDrJFp0QUrJL0Fp707wvVAM0xMfqV5LtZYQdiAFTjQiFBpx3jixBD8vBMkIFpbG9hno5if9DH3jiWQEBj8EkXlywzhmyOgj5zZlq+uaPeTBo9Sbii9Xu+1e0/DoOp3f3NlhEFofC8hTd6qwSs1jKP+q3gkY0Qmq2Kkd357PMd6SlA1gMwyokRqAW0oEZrhDCIApRw4yMoMQgq1XAQIYslWBqzJfXwSG4GlTGOa6oYD9HKKBdMHxERqBqIJCqkFChIku7pGidCeI28lSyi7pCRakBxpBhMzAn6tXqNvr5nlXGzF1yilyY7uDZPvqK5GmYb46v31HeYkXf/UN7OKaH5zed+YaUzlpb+6f8Or+AavNQ9kZaJSq/Gq98A60lTPMc83g/qsZzW53/GNrMqr4A5FbWDVSN/M6nCS/smpEk4ermra00uPtLH0aAeD70onlK85t4SJUhtCUMSUYmawhDOjVZwdrGKg08F1c/O49cJ5nBocQP3QIQghIZw96k1gYWGxYVgj06KL4pQLKSRacAFcWryGY9MNdFyK+SEfB3c7M73AAFkEancKDP0fCu/LHsI3hMhbPLawsLCwsNgrOHo+WeEuhALRijFYGWqDXOOj/lSyihu4FIFL4UcCQ/UIQ/V0tfeamSXMVEp4cPIAaoUC7j10EEdqNVw/OwfmuJirlAF4mXQtLj1IkJ6TjnsBco/nbz/ArhVbdOFWGXggAXppVYvj5+o4fKGFZ48OZCIt7lWICtC4k4POUrj3roc1aGFhYWFhsXs4NVXG08eqGF4Oceuj8/A7MaZOLOPAawcwcG3iQ7RU9uFGAk8fS1c0F8o+5lai0E42Wrh55gIczgFCcHpwEN8+fAiuEHjl6TMYoBv3OKIeQfm4h9JhF8QunVhY7BnYz9GiC6nal4a7a+8Ls65JWuh4QTS3GgAIie4iGOdoc+XlT02TEGBqrokXvbCEZ6eqODlRBeGKq9geszfZ3w3j0epwd7t1mOP1L38C3rc88CMc4bij6ddJSTBcTrlYeU5Oi40SuEYzMviSZhkIY6fxXgRW5GBWD1Od8wkiwZjKaVvbnZRgxeVNpI5kxOCQAkDZD7uSNwTIzH5y6NyOBvc1V9BarEdQ8mmqowkkUhoZd1jteh9LYUk7vtwpdJ9LyEQzT7ueG1xVqf+p6nACSTmq9Z0ZxxmRcB1dDkHlsFEi0BJe1301EC7qPPWzrscFNAzOmqu5GBNUoiKWZNh9/UUWae6wtaiQ0WVV5UJiw53WfO8VL8CIn3L5ijTUdAO5pAgUnl4gnAzPLhSOpitocmZiQTVOsFquUpKM/4U0OMVC0EyzoMkvUalxMAFgoNTJBGFaRTt0cznKWtnkSZooLr7U051LCZFa/VE1h1fhKO8tUtxKk2ck2jPnfZ/S4LiHsYPVN0dX5HLUuhEzqsnDmPzcU3REc4WOJNP0Seuxn5HecBRuoGPweVevUevCoqKPGnKGmqE1GwaO9lwmL1pKovUrxUIEj8TwESXcccZRUnipHuUoGJxMT2lXGJG6hInp0iwJGBVdN1pBSEazd6OcMI9y+CzNQ8GLNHdpIQiiyHCL2STdQr26UXFRL3mYHSriFQ9fwDXPJbzZiDMUv28S5188hcVSCIoF1JiPjtNEIRaIKMP9xw9gotbEy07OYKrRwFSjgfliAc+MjmCpWMTD1QrGgg6uEedw4e1XY7Y22E29+A+PQHTyNTedQwcxcGcBo9VEqoVzirn6AOZrAxCSgnIJ92+/s6kysLCwuDhYI9Oii2A2Rvm4hwIPUVcPSPQ02MwBC4BsoB7jcGzuMClEhj6jTITMtHNGljq46dl5nBkt44lDw0C8cpytGLVbHE1xs5j4429q2+0fuR3833Hwkxze1z2I1zA0nXRgRonEiUFdvy42BiWtwEOgfMaaFiNF9r3FRrmakQYF0fharBjBddOBESFA0UsHXlwQbZBj6mS6iCHClH/GmMwEnhj0O3BXAj/lc/D04BdLUbEbJESAoBbqg82KG6DqpAE45oMyQiOoiBo8I+JZvcZaM72nqQUKJAOZ3HqPhNeqGuLAqv5ouu1QoRkuLhMoe7ourRoUZ9XIXEVHuFgI0+ArpxrDmG3qwVjU9+RA4ijzMBfH3ddfcQNtoF8LdCOzEzvoRGt3EZFxrFVytUF4xQnhCN3QVZ+pzV1NWB6ANskiJMkYJhGn4EoeqRFkx2wjBCeQajCgnHZHNUbcYoSir7+Hg5VlrV52lGcgyE5AqIP8xOA00hRJfVrd7bo8MwHhKoHQ3JxALaYOsTA0WIVZN9XvKqc+dyJH47r6jqdxDDtcaFrHHe5o33rIWaaMVjUuAaAReoi5GrBGwlOesehGmWBDi0Gp27ZISbDQSieToshB0NY9QGTA0qjhBKBlfbJACkAq7afvRCg5FFUSQJJEu3nASw0Zj8baRA2g62IyI+JzXtvlEq6dY3JruaSasZ4NDES1OuuzGCUnrZ9lP9S+hyBysgHJNtkPEqPuCE6wVPLx9OFBXH16GQAQlgkE4zj3AxGw5KLtMAwtx3hqfBQ3nZ/FZL2FwXqAC8UyzlfLmKon73q03cHomXP4u6uvQOQyfOfIFK6cX8RVWAQ/EuOhgxMAIbj2viqwhpEZHxnD0y8iGD2djFpqZQ9jzjKGRmt4YnwM5/wqrvjbTRWBxUXABv6xAKy7rIWCuXsaAIArwrldzkl/MC7w0mdnsVAt4OHjo9kwkpcKCBB+Xwh0gLGHLi0erIWFhYXF5YnnD1YRuBScAOVOjFp5xegnBJIkkyhnB6sIWTLMHGu2AULw4OED+IerjuK7Byfw9Ngwvjc5Br462UkInhkbwXcPTmKq3sBVc4vrystiqYivHT+MmBL4PMbDByYwXyrh5ukLuHXmHLxhhoHrCiA29oGFxY7CrmRadBEtC0AARRr1P3mXcexCHQ4XePiK0exq3CUG53EHBAThwKX9HBYWFhYWlwcEJXjq6BBufnYBtZKDMyuamV4coxDFaLkuJCGo+T7GWm0U4nQSteO6ODeoeGoYi63TAxU8HYa4em4RtYIPbwCY/MEREAKIUCKYi9E+H6FxMuw6IDd8H/ccOYSbpi/glvMzuP/gAZwdqODG6TmM/rMRAMDknVW0zoaoPdFB/WldbsZia5EXUXqvYa/nbz/AGpkWXZSOuCCMYJGV+p+8ScgczqV23PTwMRoDP+SIGEXAnIxrLgjB1P9xUTqTutew5hKyTme7i+q3T+HZ374eo9VlTI0s4qHWEVRJOnPLqNDcswCAGgVT8kPNZbApUgEXIglQMFzGXMVVjgB+UZ9QEIJAKO9GCooo1HlOqhtmIiGhusum9yLIkRehEiVPT3O40NLcLE2eXiSYxrFsRD7iFbcyIQkW2np9rQUF+E56vunG5lKOw+Wl7nabu2gZaS63ihkunwpTP1TjfxFkXIIdJjQXx5IXaflyGdc0+WJJNVdSIQlON1I+b8gZlhX3wXbLg2jrzfmiyjVkEsT3cFaWut53nh9p/NhOx3A/FARS1XiUOteP+XrdbIculsM0T0JSFJySsq3z6oLYQTPU0zTL2ZR2cZiAp7gLulRoWp+mm2gcM3BHdZfVn8F0gKBUankgRKIZ+RrvsxmldSWInUweNUijDLv70z+j0NFcGimRiFi65NLqeJl8qpxezqnOw8vjYJr8YSPL7ZaPNkmfKzSeq+RFqPrpoLwduZqbZi3UhaM6oYtmO72fFDRD82cK19R1OeqBfo/5pYruBhzp77FLj1gFk2mUbiLhuLFWbpTqWrUDhQBlQlClqbus2g75lGucYsDgZEJo7ubAxgetjAgtsLgpgyII0VxsB922lod6WNCoAFIStIhe0huV6MlAbUcAUCfdPj9VxInzDiKXoTbkghKJg8tJ4J6ZgfLKMyTnMiHWdN1NPN0lJE0ktIgEnh0dxkAnxK1np1H/QR+uCNAkHpZJEZWRAGNXdzABYNlZgFjqYLFYQK3k4+tXHcJLT8/gJedn8PWrD+KrVx/Gjc8s4VC8BAAoHfJQOuTBrTax8MDuyppZWOx3WCPToovxV1UhhcRJdxhQTbJtmOxZi8+2XpwdreDETB1TC02cG6lkjg88uQz+0BPd7b1mYAJAfH4a/vlptAsE8VuHceuZ83juBg/cS8uGZTpl/UlcKiBWBmtyJRhSiiz/UYJCKnxBz401YyfiDKoJmHAPlUArOSXZK8iIuU2I1IwtIBm4rQb9EJKiFuqBfJL9Cv9LOBoPNDC4gZwJbQBccPRnpESi6qQTEJmBnSSgVHTzLle2e0J5zDzPbUokGNWNSjVPDhFaMJdQsAzXdaGZGmhRzNBpKoP4ttMVPM/NHpUQgoHHTvdpO5xoxrEImBGxywjoZfKsHaE9N+cUkcK7axNXGwALSdCKUqMyjB0EkWHYGtXdDJDkMKFxFItOpBmAjnG+NIzK3CA8CvI0XUNFD9TkifI12rFeaYJADxQloFUaQYiWLyGyHErqKM8pSXKPTUAz4ACETP+mGJEoKBM3saDdoFAiJ/hXO3ARtdeOmk0IMjxSE3HLAYxJjp5wFd4zkZm64zlcC67lsxguBDzGIQngEJ7RpjXbBpfwNbeFJBB9tKjM4EDJdWnZm5xNSKql4VNd25ZRoQl+hFugcd0X6jdCgKeuGMCt31vA6FIH8yMFHFqu40Kl3J0oWY343uVnr/UayeoxmbxrQvDgoUkcXarh+pmEwuPQGI9fPYiOz+DEHBP1Ng4sN3Hl7BIcISEB1AsuGgUPTEqMNdt4YdzDd28cxul6AS9/drqb/OjtZcRtgdrj+VxPi82Bg4LvcUbeXs/ffoAtYQsAQPGgA3eAovF8CEH3/txDrezhwkARV59fAhV70YRcP3hH4twXaiiKCFd+u6WrzVtYWFhYWOxRzI4UUCs7OHShhUozwmAnxNnBdOI3NTIvol8jBKeGB3FydBAA4HOB1z1xCtefm0fMKM4NV/DA8Un87Q3HcPe1h/DwkTEslgooBxFOjVZxZiSVUZmvFvGtq6a020+8utKVXrGwsNh6WCPTAgAw8QMDgAQu3F3b7aysG48fGkYxjHHzC3Mgm/YJ2l0EczG+VzyI6gLH0LQNAGRhYWFhcQmAEIQuA+MS1z27jJbrYLaSRroWK0Ym28Rk8HNjgwhYOlw9MVvD1FIajVhSgkbBw5mRKh49MoavX3sIjxwZQ8z0Ie5ipYCHj4x1t2uPdTD5mgEM3ZT1nrHYHFY5mXv9Z7G92PtLVhbbjpGXD8EbZKifoaBTR8A9bN5FdqNh0y/iY2+UPHz3inHc8twsbn5hDg9dMXbpRplFEr5eAmAtIOYMhEhNagPozflJNChTN09CcjTyaBownxDAYVyTyuSSgFLVTVNo7rIgErHC2TR1C9fKV69niAVDqJxj6mTGgmrTYRFnmpRLVgMTmr4jJVLjVjmGSxrNkSJwGe/5XBHjkFKVZFAO5miBug7XJBs8qstWOFRornSUUO0ZBPQOUUqif6NUJpw0FSYX0JD4kLy3O2wed087bLjTCqG7klIiM7qAWjFdhLSClERzhTZdWc26YMqarKXpqh7Pu8dqmkKSnPpvnC/WkZ7qBWq6JROp69fmvAfNfTbHXbUncuSgzDk6wamuYywoAs1NmGoOF3GGs0x6tukScnNdDJGZKXJCpeb+nVcmpts8kcm3L5HlbifnGPQEoupiShSUIHmRZBlehuluu1kkddwoa6Ukd2PQLDkwXAsgCYHDJe47cgBCqb+rJeBswMg0HyNwHfg8uf750QFcMV/DVReWcH44S5Xph9OjVZx4oY4KC7BwagiyEGP8jgpQGULjbDIklp0AfObChu9tYWGhwxqZlzloARh5iYuQUXz1h48Ab6KAE27OyCQyM+jOwORKbTgNAExieqyEB+kYbnlmDqASD50YSwbbl6CxebCzjJgRPD04BF5LROPPemFmYKQiFlTb57vpKijPMZIGy234irFT8fQIe+3YRTNUAptEjjaol5KgrmhImnwwyiTICmeOIJnF9rxYGzR0jGAvs52KxkVS9fWAxABTj19oVDTuHzeCSMWcanysw9UlDCr6dw4RWiAhSmRmMHnF0IJ2XNXdBICnl8dR76RuVp3Q7dZnSiUqBf38YwOLGPPSmXdKhPbeYsE0sfvZTkUrh1hQtNt6cCKNl1eWkGr8IwnIRU/bRkhBVO6dweHMGH1djpSyrSYR6tcH3MNsmObZ82M4jj4on6g2tGs6ZuAUI6CS+W7bgqId5nP9pFwJoqPtI7odHVPdmKYSTClHIQiiWJ/YqQdpOcacob6srHoQI+gToOtyIieIWZ9yzDSLphEKw8gkEnBVax/9J+3Md22kERsczajjoOWm9d0vRNo31m75eqCsiAKhPjmlgRIQbxM0B0+gMtTWdqn1V0qS+V4KRvCikhPCFx4KTrTCyRTwWdouOIRr7QQATHnL3baCQaDK0nalKXwEQq+bqrZtHkyDMQ+qdmYgHAQirePt2NXawpgzzbjeFgcfc1Kv4SCpChJPTgxjtlqCWplWu6FovXxRgkx98ePUmH/s8AiumK9hoBNhvN7E7GApO17p89x3v3QKTEjwl1BAStx4Zh5Hbqpj5ocHcXK0ivJJF4f+0BqZm4EAhdjjzpJ7PX/7AdbIvMxx6E1DAID7j08A9NL84KZHyvjulcBLnp2DoAtYvPLgbmfpokAABL4RDdPCwsLCwmKvghDce+wAvJjj3HA1s5pbCRIDsVbobXD3wvXnkkm/UyMVgBB87/AIbjizgKunlxIj8yLyzBnp/v29w6MQhODGM/MYaAV4QU5edF4tLCxSWCPzMkb1Wh/+qIN6u4iF6qXNSTg/WgYTEjc/Pw93tI1LMTA5WXHbsrCwsLCwuFQwV8039PwoxnA7WT2eq1zcGMOLOQ4uJ14gT00NAwDcOLFkTX3Ni4UkBI8dHsVyycOLT89jiJ7BfIUiblzaQQUtLHYb1si8jDH6sjIggJOLE3prfal4mhodzJnRCkbrHVxzfhlff8kovIO3dY+5tQj069/d2fxtEFV0UB9w4LqJiyEhUtNhE5JkuE+USI2H4ynuiVzIDEeHEqnr3ymag6vHVRAiNbdbLgi4p3DSYgquchOpAFvhBhIknCSzOnEjTxFnXQ6PkATN0NNcvgiRGZkV1Y3S5MQxpku/FFiMMkuf06Ecw046DRFIJ+MWV48KXa4ThczolRadCJFSDu3AVSRPsnywPK6Uui8QDpYVXcx6VEBDcVvOSG0AXbfkXEiSyAj2GoTlucdmEulxveEWCiG1dxEC4Mo5hEq0C4qEieHaB2TLznSXlQafkDlCkzDJlHsfrU8iDdUWQbqBSlahyqzkSW2Y8iJSGO6tee9gI4NjIrPvwRxd52lxroUcTiYcqdeHHD6v6gYchQ5itW2KdDfnXD6wll+AB4q8jUN07jeQuDWr1ymcY+pkNSq5+f6NNLmgWvupBv+QyHLBXcJRYnr76NMITFmqM9sybtyD93GH5ZJq6ZrnCxB0FBfcNvcyOsLbDoMuIdZZ10phhDufOQ0AqHsuLlQ2sOKoJFEOk3cwPVhC4CZD1mhlFXLdFNTMeTL34rMjVdQLHl727AUc+bFxnJkbR6NTROnZBfCnnl1//i3ADf78XsRez99+gDUyL1M4ZQqnQtE6HUK6FFA1xS6F784MhrHCKXpiagTXnlxG+cQinrljqHu4cLaEo1/f6UyuH9QjKCPA9EQJpRU+HyWmbpquQ5icoxtg6sAr0bIzDDDDsBh0Oxofsc1dTezbIVmxbzUmSSdy0FYGbozJLg+PAGDgYFR0+3OeEyioEztd7UwhCRptPaS8qXXYL6gIAE0vsep2MOCk/K0SC3HQW+xuN4Wf4U5dYNVuB8SI7Op4du/pdTRjfbFe6uZRCILIMI4SDT11AGxwDbmL+U4akbHWKazJPQRWJiAULiExgg3JVSOzH3pwLvvxnIiZACFQRVYFJxCKYUCYRFNxmeOS5BiRxiDdLMeIQqr7ipEe7AXQB8Ux1TmPTDfYpMFfFACkwcnkynaWL4lsXYxNI9M4TvvU377cWAnC0skiEVOdX0tzjFIz46buphuDrrwriRUDUM2jAKTC04yFrrEqO334dnlBpDpKgDFKEfcKXEUA4qUTPcwRmuYlAMSh25OPKCTR+YuSgcvE8JQk4ZOrg06fxhhkabtBicAA1XmgTZG2Vf2C8qw8qLYZSaad0zE4nbGgGs+zGXtoxGmaSXu89oxFEvxtzcMbhjQmGwCsfDTZc0ebSVldqBTx6MFxPZhVLxj1falUwH1XTGJuoND9NlY1OPnFxl4weZ/K91Ar+fja9Qdxy8lZHGMzuPu6Qxj85jgq1si0sNgwrJF5mWL09mRAO3dvC/i+Xc7MFoMBuPbcEp6bGIC4RHimxSkXBEBt1H6SFhYWFhaXNk4PD+D08MCmJ60lJbgwWNKMwlXPl5a/Pf1l5DB854oJ3PXoKdzx9HmIQYbWK8pYfKAFEVpSy3pwKUiE7PX87QfYEe3lCAeoXOWDdwTCuf2lyXh4Po1eeWihidNj1R5n7x0Up1xwEATFS8MotrCwsLCw2A00Vtzun58Y3LY0BKU4PVLFFXM1gAkUXlLCwLUFLD7YgjfIAAJQn4J3BJYfayOc5/1vamFxmcEamZcZnCrDwR8fBwHH09VDmPtX16EzLgGyhQR3aYSw2YrZInPyUCKX93NgqQU4iTvRTafmcXq4ChCypY+31fDHHAy9uIjT/iBGymlIfAqJsUIqexEKhmX0Dp7ADJ5S2dU5RS7juuQJjTPusqESIl9A5znFgqITKdIaMctMVK/y1hJKIIEkuoyEKZXRMtxCM7qDprus4TKccYsTRHMTdg3JEpdwTe/OJRzMqGAUqcshhUSb63nscFeXGIlZl/tHKBDGetM6166go9yjEfoaPyzkTHMTjmOqcdRMN1AhCcIgh6+oIuP+avDuMm6Y6AlpuJqSftyszHsEmoqshBQ0l5Op79A3CZMgigQP5xSqFKcIDbdN47snTC8DQmVfvU6t/klAqmlIZPVFzbam37xRP71Q07UP6Lq2Agk/URiupT3fpcw/rr0L892aLuoxdLa132eAHdJsP+Aq7t6ugOPpE56qOzigtwuUSgSR/o21W35XTinPrTNgLpaV7QKLEcBBBy4kSeREVO42B9XaRgaJULIu5YBLosmLtISPOlfknZDjLmugI1xtNWUurBg6sA5aCgezHvroKG1LJ9Svp0SiUkr7kJizjJSV6oIuZT7PWGtrVB4rJ7o0DQBiXt+vu89xy5dEAlRCMpkkndd2KaiXPHz+lmOpVFlP7nmf/OTcP7knwRMHRzDQDlHqxHgSUzhYWsLEHRQcBG14iEFRQIShG4pYQBkXaBWLKGP4sRDsKw+sI+H9CynpuiR6dhNyj+dvP8AamZcRxu4oY+jFRQAczxwYxHOHCgCi7OBzS4zCLXZDyAw+83lN9155AN5CB6VaDQAwudzCzFA5c95ewuCLCoibAs+NjeGE83x3P4VEWdFnpNxFi+ncQdPdwzMC1DhGYB8Tpl6jec+MMD0Sg6p7XBBDn84YrOZUA3NQz3nW2NDSNHhv0uB35QV7UUGJyDEqe886UCMiTCx040UYQUYkJ90AMHkDt45hdC62ilrZxjHTNB6l0J+L5AR/6RXQBpIkp6+ekjcI62eM5J2vJWEEicp7h+opgmj8Rshs0Jwsf9EwrgyjUHDS2zjKGN5S17Uk2fqYMXyF+jfJpJExto00zXLKxQbeAzHyLAnJThb0SrPfZEIez7QPp1PliCb3MMqQQpsMAJEgihHJHAHf143Msh9qQZ2agd72mcZTwtdVvwk9y5xTRFFa/yLOEFOKSLCEk0mkplULIDP5JEC7FUKAIpLpNxtJphmdQLb9zNM55sosRJu7+uSTcFAP08mnduRqxnUY68GzHIejpGglhwSIufK9ZPjt/QfZ0viGM1zsi/EeNesgVX5A/6BkAHpqYW90+JF7voRgwD3XHOh+D2cxBj8aQkhYMpsIgEiJg0sNHJ9bxnWdaQDAs0cn+/QwFhaXB6yReZngwF1VVK8sIGpwfPvmI1ge2uEIdTsAhwtccWEZLxycwLXnLoBJiZjt/ZmquCVAfQJyUb21hYWFhYWFxU4gcB1ApHawJARnh6s4O1xFpRPi1U+fwZWlGTy9u9ncdXCQTLTlvYa9nr/9gL0/ArfYNKgPVE74CBdjvPDxRdRKhf4XXYKYXG7i6pklvOTkLOKVEOcHFxs4PrsMIvfuvGLjuQDMpxiIO/1PtrCwsLCwsNhzCJ10Jbsw6YD0CbpsYbHfYVcyLwNMvGYUAMHc91w4B6eSnRpJDlvv3rod6JPH1QbejznCFbHmowtJIKBxP0DzwATW8qORUoLPXNi6vG4A0VLiR+aLjQdhcqhI+IPdbZ45rkI9lxKpuZECWYkTExmqDJEaNyvPg0l19aTYuDZVvzD8prtjcr7iiioZAsWtDQLoyJQfGQhXkw4QIAgE0/gk1CD1ZqLSKa6nhMisFEeeRp/icpi4Ga/9jBmYLsTr0WbcDWiu01J3j81zyzTfJTXfrdT1QTnrz8fqUxYZ185ex/u5ka6Vhy2ElEay6/HGVR9BYn0q9huoQwm3Vdk2LuZUZiVJFF4pczgKrt7+Fd2o616ayI+o2rgUYZzDze6VZ8ONfVVXc1UnMxY6hywQTkbayCV6HlX32EiyvtEqzeMcVHPFD7ne7phashn6gum23yeiJ81pmzaMfpf35YbnuNpvLkc7DwI97sQKIgZElMAVEkf+n2HwEKg9Byw/rev1Si7AZ2d3Msc7DiH3fvRWsVf6yX0Ma2Tuc7iDFJXjFB2X4cFfOJq05lRkuFK60Znlf215L9Dv487jAPW5ZrZaRK3oYWDl9IcPjWOgE2Ki1sJ40ET8ExU8MzKMlpfjKiyBq9/bgGi1NvAQWwMpABFJuIJrhgglUg/CI6mmYQkAB4s1FJVgFWqjzkEzjfwhfwklGq4cJ5oGG5AMlBZJKprtEKGJ01NiBkrR9fIoFWArGpVEJpym4VK7OzYPYifLrYJuKJqqM0IYtkqGp6cbgIzp26eaw5gLUl6uQwTOeMPd7UbsaUF5AOBcY7Bb3QiSAa+K2OAyMYdrgXriSB8A14WPBkm5VWHH6TvYywSkUblUMQUUbULCSTbgTF99RsNaWc/gscc5kkiNl5nhKnJ9oAUqAUd/RlYQ2nMXSwF6oRE4Wd0+E6qBFVO9GSGA7GNwaTqbsj8HM5P2ejiZvQbmOcY4bxtdt8bJlJnJHpX/SAlAmT65pHLzCFZ4p/3qhvJclUonE3RMfY/LpARO0jwTJjAylAY1m6zUcevwKe36YafZ5URyEDzXHu8ee64xhsfPHNDzE9Oe70J0HIgg/WaWvSIGmYdFcEiSaOuq32QtKuAcG9TuYeoKq2BEwqhdKLJQM5QDob+3elzQgoqdqQ9pQcukJBr3NNMtCt3I5JxqnE1CpKYZLGQSVKwv1OBY2hyLzH4v/aq3yf3O+x4IkvZgPZMfO4V+eVax8o0KSvHNqw9ioBWi5XmYWmrgmF+D92KGB45Ool5M+gB/juHo+/a3kWlhAVh32X2Pw28ZAgDcd3xydzOyEyAEDx0dx0LJxz0npnBuuIonpkZx7xVTiCnBwXoDrz55GiO7YEj2Aw8E3D3s0mthYWFhYWHRG42ih3PDFSwXfTwxNYqvXXUYMaO4/YXzKET7SzLOwqIfrJG5jzH+/RU4ZYbT7lB3Bm2/o1708NjhUSyVV3inUuJVz5yBq/hF3H72PA7Vahv0T9xeiI6EI63OloWFhYWFxX5By3dx7/EpCEJwy6kZMH55TCaLFQmTvf6z2F5Yd9l9Cn/cweCLCghrHM8fGgdULknGTS/PV2sdIcR73aIf8rS5et0zQ5Tqc/0KZ6LaCeGtNOpPjQ1DEoJqJ8CLZ2ZRiiI8NT7avaTz/S8CC5NzWTsG7nl4HQ+yNYhqHNWJAM8FaVAmgiynwdyOJIWj8IJUPUgfsbadHI+67l4UQENmg0CpvM5Y+ogUXUouSS4HsnstE/Cc5HoiAZ/EAOXd1xWRLG+pH+cSgPa+TfdYU/rAoUI7J+COlqZHOaquHmTJlBbgBs+pHvSepKFUQipudNRw+xKCQJhSGAZfccMu6Ts9R9KPa3Ux+TFdnxnv1idCJHxHn3iJue4CTh0JoZS7DHMGDaakTg/Xt1z5DlPv01NfJLJNpeKOKNfzXnOoCapLeFbmxUizjysrABSKqUs9IVk93WbLT1yw1TTMNE33QWU7CB2dk0mk9g0QANRL3yWlEr6TfrcFFiVthQJTPkSFQwSYUTcEZSnvM+89U31fFDGEYkUnE4mbvcvUti9LN3B6CC5TIuEanHjTtbYZ6+3IcljQXPVjTjX3WEqk1jat8kdXkZS5/pxqe91PA3ajIFRmu97NUmn2Nm1vfTCHTFTnbIYexQPHJ3D7c9O4+ewFPFqe2vEsWljsBqyRuU9x6I2DgATO/s0S8PPo3ZBLg39D88hXPXgY6zEQ8jiW24kVHkijlHTgESV4+tBQ9/DyzDKun15A4FIUoxiVMMJ9b5oCsBI8aLaAo/dsbxZVNF4IMHmig8ZcFaGv8IbaqRHoUIGyr+tehsKBqwxkhp3UFbhAI0y6y9r5XOq6bKauG6BrbUacIYhVXqh+LiESRBldlvwQpRX+IpFASTJIlhqZARf9KTwZ3UJdR9N1efccQoCBom4wmhqWrcgFkA7kCk6MUV9/bnPwyEWaJhcErY7OI3Uc3ZBVeaB5g/hO4EIogz/JaWZQYuo3mtA4nILo3MA842iLQYzvWLKcN7kRrrUR/AUAPI93y5UAKHt6fW9FLiIl4IvjxhAsfe4oNvjWUk+UMKEbcJLobZEkWa1N9VVSwCmn/FwpCUwvd9Fw0yQJALOc+mgAEiZAFa6qiIlhaBLjfRuTPlS/J6ESEwON9BEMwwUAnm8WMtzTXnk0eXZB09N5oERmAvt4rrLNBIYK7e72oNtBlWWja68aadxopzwWo1DQedJR203fJZEgBt83effK+YGDgLjoCA4JaGUOAKEbg3v6pIVqwAF6W+VQkeHMqxxNAYLlUJ/UWwxKmoZuGDvahJtp+ELohi8x+LdSEgSBysnEppHRZHXMCr8LVuLecUJKobbfEqtDiS6Wqj6enRzEdeeXQKPz0Hvm/QcBArHHZxD2ev72A6yRuQ8x+ZoqWIFi7tsNxI3LwzVjLUhC8O0rD6Dt6lX9+bFB+BHHi2YWuvuIlEknugtonkwG06PzAc4fLPU528LCwsLCwuJSwrOTg4gZxY1nFtAaZIiWLUXGYn/DGpn7ENWrfEQNjsUH2/1PvgwwVy0mfxh+Rk8cGMVcuYjbT00DAIZaHSyWizufQQAikBAgcKO9OEVrYWFhYWFhsSkQgjMjFdxwZgHFg+6+NjK5JBuWK9tp7PX87QdY1us+w+CNBRBGsPSwNTDXg/lyEfHK6uVSKctP3BFQYOBaHwwS9aqd97GwsLCwsNhvIFLiwFILghCwgjVwLPY/7Ih2n2H41gEISDz49puAdyRzCHGl92zZYL2Dqy8sIWQOHjk0CumSrF6V6nUrSXb7UoDKXWFyhZwPPH1gCNdMLyGRjEyeWzrbu6JIGODfdR0ar+I4MV2DHwtMjxfQnKDwlAAYg8WOLkhu6DM+Xxvt8v8okRgda2g8oALReUvPhRNo8DT4xDPNcY3j04h8tKKU11Z0IlQ8XaswUsTD64GP5Wa6+tsKPMQrvCUigRI8tIjXrSKduL8+pAnX5SBeWiYDxQ7YSplQIjFWbGjnz7UrGpc1iBxNhN0xOEVlN0TFSZ9RgMBlvFsuhNBMIJ8oYpAKT6xSCjTukhDZ+TstuJFA5rvRFtpz+I6aHiQnm+dC5VGvNwKTm8VJ/wBO6nMxU3MVaNWVwCgEaLd1jqUQVONASq4E2ZHI8ikNSE4hVWKxycHkJKuDqV4PXcxeSmTrc4F33y1hAsMjaf0kEijzKqpodV9/s1HQOJeOF2Oomk4SBpGDWHtOgk5LKRe5RnCg1T8FQTvSdWDNchec9G7HMwGOiM4tDXWFSOILOG76zQ5XWxq/lhKJAkvbJgGCmWhAS5IpPGkuqcYjLbAIIyV9IjUMHXCFr6sGOwKAsh9qerfLzSKKkqCMTvJ4kiAM0yER5xTtUC83k2udiY9klOFAsdP9xCSynM4oZtpqihnUDEC3PQUSrrjalhX9EFSlakv9/Chm4OY3shFIoqWXqWdATtCbPK52n4ZmI1zuvPT3AtYRnPDgQhMvOTUHAIhq+5vKdClEb93r+dsPsEbmPoI7SOEUJC5Ui4iGJBKZe+SvV680iJNLTdx68gKApK2OKcFjR0dzLjCuvVQMyx6gQuBF5xZwbL6O+fLOrWJSj+DwW4bgj81DnAVmD/g4e6yIxiDTguhQIrVBTd5rjJVAEGYwjzwIkG7gHyEJQu5o5HcuacaFxFHyICTRIihmgvQgDQ5EJABCMhERN2pkJsEtlKAhSrlQIrX8rZ6vGs5JZFdjWz0uLzJAgRGAQx3syY1GdewXzXOvgqzx93rOz4NMDVVCssa6FPpANzcabD9sd4AkkkaWJFTCVYNCSYCBg4mcKJ3K9ep3z6jQ6quURjCWdRS8FpF3iyOOJpnonQdGhRZcKy/qqRnJVW3xzGPMaBuTeyr3zQluxKjQgppRKkB5Epxndd5UNcKEyEbSNvNhTjiYiDjT8sENI80MUtYvGqw5qUGJfg0F0dIjRO68UlefmIGXLaTEeD0JzDdXKKHx3OwuZ8jCYvthjcx9hIM/NAgAeGxqZF3nX3FhCdefX4QgBF+/8hDueO4sDi438Bj6GJn7AG7McdtzMxhuBQgZxZMHhncs7cnXVuFUKZ4/NYlTP8O7IQC3Oty8hYWFhYWFxe7BiTmOLjRw1fQSXCHw7MQgnvPHcVye3O2sbSsESM7E0d6CjS67/bis1oo7nQ7++I//GK997WsxNjYG3/dx+PBhvOUtb8Ff/dVf9b1eSokPfehDuO666+D7Pq666ir83u/9HsIwXPOaO++8E4QQEELAGMP3vve9nmm88MIL3fPf9773rfvZjrx1FN6Qg9pCAa1CXhj/BDQWuOX5GbzhkZN40flFxJTiK9ceRrPgoeW5XU3JrnvU6rWSpD8TRPb+7RWs5MeLY7zh0VMYbgUIGIXDBWKHpmH5CbAdXhTO5Dim3jSO8jEfs/cz1AplOCxZiev+GO/+TNep1Vlv9ZcHNXR4R7r6T7gIhNP9xZIiFvqPK7/c+0vS/QGrs+vpLLsQtPvjIpvn1ZVJdYUyWYVY6yfVV9MzP90yglKF1bq7cjziTPuZZWCWtQlzdUBKAiHR/XGjHHd8NWGnIJFtK9ZCzssz64ZaTnq9UlZxzN9G83ux+V+9RKi/Fbdl9Ye07iZ/6/WdEpmsoq38unVc+R6y5ZJfRrnPBBhltKq/SMAFQcQpYs6037qevddH2Ad5g02zHVnPPVZ/eQE7iNLnrCdIOM05R213gH7vgXS9JJIfBef6T0pitAP9228TvaqnKSm1Wg7pL9EkVX/9EzS+rQ1+H7m4VMYIW4hDC3X8wONn8IOPnsJ15xZwdqSMb149hSemhuEIjvK1I/AOjYCNJj/iev1vamFxieGyWcl88skn8Za3vAVPPfWUtv/s2bM4e/YsPvvZz+JHfuRH8Bd/8Rfw/Xzh9Z/5mZ/BRz/60e72s88+i/e85z34xje+gc997nNgLKs5qEIIgfe973349Kc/vfkHMuAOEJwZKuOhmyZy3VWIICh3QnzfM2fBpETIKF4YGUhWPWlCToxXet2jF2o4NabwY/oNLDwB6mZdl1YhIgrZ6V02W44cIW7iJ65Sw+2Uy+OvGNUH2nU0x9Nn5s2ttzKb/3oYx19YxDO3lLHwZg9lbwbXl5e7x81ZNSEJpptpnkLONP4jAFSKQddtjFGBFve67lIt7uFsMKSd/+TyJBoK53LJuJ858Cm6EXyk3CpKdE4aFxRC4fy0Y5by0QAMUB9Lotgdr1AiUXB1LbkgZoYLmP7uil4ET9GKcxnXzpnvlLXzl9sFtFvpNywE0QZInFNciKvp/bwYvqvfox2kZSQlNHfbVah6i53Q1QyEONbrT4ajaeTJHBVLYGfcZVWjbj0DUBVRzjfSz33W0JLTtBlzIAwOW65RuZFs5+TZ5GBmXJ3VwxIQdYPfaOSJDITdaxgTGC81lXOB4ZhBsnr3UeqNIgR03lxTqX9RxLRvTEoCEa3dnkoJvf2TBEsLlTXPBwDJidFmGuXMJODq704v9+xLUPmRYcwQOmvn2aECgSEzpX7jQhLMBekzhILBZ3o74rsxKF3hg+e4ywpJECuzh2TF2GcQkASgkkC6ikZwxBAGaw+RpITGk5YxAczvnlOtXE3j1/Nizd0/FromsJTQOJXm9TFnEIqlSalA0Ut5p57DtclCIZP61gurk3Tda9RnkqS3O2ye4e7IzPhAmyiRgGwb5XwRE1Y7ih75c2KOqcUWbjozj+mBEp6eHMJi2UeHeSBS4tpzi7hibhnsNQwRpfjWiYNoFDxc9ckA5Bvf3bFHsLDYCVwWK5mzs7O46667ugbm29/+dnz+85/HAw88gM985jN485vfDAD467/+a/z0T/907j2+8IUv4KMf/SiGh4fxn/7Tf8I999yDj370ozh48CD+7//9v/gv/+W/rCsvf/mXf4mHHnpoax5MwYNHxvHQ0Yk1j4/U2/j+p8+ASYmHD43jSy86jscOjSUG5gruOz4FCeDYfG3L87eXcGGkiHtePI5/uH0Kj12RuBhfdWr7n3lsqYPGEMPCQTtjaWFhYWFhsZ8wWm/jtd87kxiYgyV89+gYYkZxeLGBwws13Hh2Fidml/D82CAeOjQOVwjcdnIaZB+6usgVj6q9/FsPn91ic7gsVjJ/+7d/G6dPnwYA/O7v/i5+8zd/s3vslltuwVve8hb8yq/8Cj784Q/jk5/8JH76p38ad911l3aPT33qUwCA//bf/lvXKH35y1+OW265Bbfccgs+9alP4V/+y3+5Zh4GBgbQ6XQQhiHe+9734jOf+cyWPmOt4KLaDkCFhCMlmBDwI46BTojxehulMIYEcO/xA5ivlnLvIShFxGjqMruPsTjgA2TlfwCnpsp9rtgcqEcwWutg5sr8VXILCwsLCwuLSxPjyy3c/lwSRHGu7GN6sITXPXYarpCIGIW7Mq56dmwQQ60OrppdAgAUoxhuvH/1Mi0ub+x7I5Nzjo9//OMAgOPHj+M3fuM3cs/7wz/8Q/yP//E/MD8/jz/8wz/MGJlnz54FALzmNa/R9r/kJS/ByMhI9/haGB4exhvf+Eb8yZ/8Cf7mb/4G3/nOd/Cyl73sYh8rgzufPgfPy18hEwAuVIt45PA4Qqf3K6crrrSXC2pVD0sVF5PzHTx+5fakQQsEU69P3F7nDtlVTAsLCwsLi/0AxgUOLzRw45mF7r6xZoCxZoAzwxU8fWAIHZfhhx5OAv0cqDVBhcT9RycROAxNz0XkMHTVAPYJNsK33i3s9fztB+x7I/Ppp5/G0tISAOCuu+4CpfkGVKFQwJ133om//Mu/xN133425uTmMjY11j09MJK6od999N974xjd29z/yyCNYWFjAjTfe2Dcv7373u/HRj34UnU4H733ve/F//s//2cST6Xh+tApSLEIQgDMCQShCh2Gh5CN0nQxvSEXlOYbx7yY6gfRE4kNNFA7aVRcWcWipDiol3FjgoSPjmB5SVv440ThFgM4dkX2063JBpc7f2ojdywSII3SOEQGYqesH4OB0E0ONCE+cGNCCIqwR82ZD6Pw/L4N/rIUjwQKIlHj0lgHwqgRDyqEsKlpxkaSIFQ1KEKChcLNiQyMNADwn7vIVKZFwSdpRBdLDufagdv5yUEAQpZ+9yfEx5UKWWkXUOvrqq6nDpvINpUh5nQSJy0wsUg09z+GaVh0ADBXboD1ILrHUgxB1YkfrHMJY53oFkaHFaYT9J4bWocgJclRQeE2xoGg1e69AS6Fz2qRZgaTBweQmJxPZbfURJIBYJTpvUeeo3mazdd78ZuOcG242UM9WnN8jcI50BYivtxMqn0xwAtnQu02Twylj2v2uuARmW2lbSSRAZQGLNO4WBedUayMFdzQuqinbkpzU4/ku5j2ar8XcpgBRpFhUfVIAmfosJQFXnqlOi+gompOmTMuCW8JioHvYDPstTSO4EaXfYMAd1AP9m+RSlxxxHX3QHsZMa/s4p4hBEYGl8e361B8R6dxZTWM155uMI6bIqgDMyFMcM4i8CEQKmFruxvdjDuRdIrsawkmW9AeiROeSA/2jmmsB6CTROKLASpkY7a12vStQLKU6xA4VWppcUDREEaAChPGkbkV7bPC/RhEdWGrixafmM95fTc9BzCgeOjoOAJhaTLVyy2GMB45MYGZge72nLLYfYRjiv//3/45Pf/rTeOihh7CwsADXdXHo0CF83/d9H372Z38Wr3jFK3Y7m7uKfW9kLiyks0urhuJamJycBJCsfn7jG9/AP/7H/7h77Ed+5Efw8Y9/HP/iX/wL/M7v/A5uu+02PP74413X27e+9a1983Lw4EH83M/9HD784Q/jC1/4Ar71rW/hla985cU8VgZPHRgBLa5oPfYi5uegeEHC+dL9AIBwYAiFSRdDjTY4pXjZqWkUYw5OCIiUoABeeuoCTterePRw0oDmGZFaX3gxA2ICbbBEHNG3M1y9jFABCmFoh0tQrbNOMjk530FMCRaHfP3+m+jjnCrF0I1FVA6chtMRmDvo4eSLikBJz79DBBxFt00Iog8KJBDGjnbcHAS5VHQDYKwOyNSBWT3U9T+DyNGMMjPa4GokV/V8TYzbjAAqKKQ6BhF6xE9JkqiLypACLtMHWqOFpqahZ84uLoVFtERqbIexo+nNqWUEAHHcP5qrFndCZj8RbYAa6wE+AGQCSwlCM/u09MxYMoLohoIxToM09O0k0b+jraDw5AX02kykRypBHNXQlvog3DSkV/ep6GEAbgn6RclkEszT66fnR12jMYoYwkafbpMT5V1SLYgPkUAHLlrES4N3cqIbkZKA6/MwWQijXLciQufqLSVyJj2kbpxIqefZbOM5tHcfB04mgI1qvISRoxmAQNIOqO1CqEzAdWIHrUD3CiFagJ2sjmYUu1oalMgubyw1MvWgOyZkbD6nOUtnTDhwooQZlgDTz+ccEMpzqQbl6nOobfRqlOVVmJOOkpK+OqhECd5m3n91nwrV+UlKAKExyWK0ZdIIakYZR9lPI/B7jGvvJuIMrZYPSgSoTPptaaSRRKHt+Vg7jko7xC0vzHbn1aYHiyiGHIIScEIQsiRqc6UT4qWnZsFJEj+r7ruYqe5/A1NICrEdYfq3EJvJ3+nTp/HGN74RjzzyiLY/DEM89dRTeOqpp/Cxj30M73znO/HBD35Q00C/nLC3a8AWoFxOP+bl5eWe56rHH3/8ce3Yj/7oj+JHfuRHsLCwgF/6pV/Cy1/+cvzUT/0Uzpw5g9e97nU9+Zgqfv3Xfx2lUjJj+573vGe9j7FjmP67JADOK184j1c9dxaFmOO5kQF88bpj+L83nMA/XH0UnBAcWayDikufu/n8kQpih+CVD8ziqucvPvgPcQkqJzxM/aMBHH/HCAauLeCcN4gHXzOAZ24pI/L3/admYWFhYWFxWeBFZxe6BuYLY1V899g4Kp0I5weLKEQcLhc4cWEJP/BUQqWq+x5ODVfxnWMHIPusXlvsbcRxrBmYN910E/78z/8c3/rWt/C3f/u3eO9739u1Pf7oj/4I//E//sfdzO6uYt+PfK+66io4K1NxX/va19Y8TwiBr3/9693tU6dOaccJIfj0pz+N3/u938OJEyfgui6OHTuG3/zN38TnP//5bhr9MDk5iV/8xV8EAHzpS1/CV7/61Y0+0rYibgg8Qg9hrlzAdLWEr1x1GE9MpVFoO54DKiU4IT09ti4VLA96+MZtEwhcihOnGhhaDvpftAJWohi4voCDPzSAEz81iqk3DMIpU1y4u4Hn/8c8niuNISjtsHSLhYWFhYWFxbah2goxXu8AAJ6ZHMT3Do/gygvJIgUBUAkijDfauG56sbuoO9QJ8cz4MNqem3/TfQZTv3qv/i4Gn/nMZ7oG5itf+Uo88MAD+Mmf/Em84hWvwF133YXf/u3fxt133w3XTd71H/zBHyCO41633LfY9+6y5XIZr3vd6/DFL34RDz30ED71qU/hbW97W+a8P/uzP8PJkye72/V6PXOO4zh497vfjXe/+92bytO73vUu/Omf/ikajQbe85734O67797U/QDguv9wBg69uKAystnSKOd1WsKZ42tz0DouQzHiGG4FWKwUE1c+041os3AEmJeasczhmhuPNLghjAk4DgcB4IPhcGURvsH9U12haqGPenvFldQH7r9jGDc8WMNt353H0pCHmdECZv/DzWgUXMQr+qdMcFSDECONDiZrLQy3AkgAC+UCXhgsYWaoiLbvAm9IblscrcFT3C5NN6Z27OK5esr7bYSexlsSkqDVSN8DIRLE9NokMuVkQiKSrMtvFJJmXFOFJBqHkhB9qoBznfcpuK7bRky3OSI1YmdyLDlOVrZ5nLrLcpeg6Ojv5VBhCT7VtThVvEBGEamucpGDWHH5jULHcOElmgs3MdwJTV4TB0MIHUTJB5cEjq93EELoLrmC676nlGV5eqp7IeE671mKZF8XMcvoVpp6jluOPH1IJQ/U51r94y1Hc4sjjtTKKYo8/RmJ1Kc1jfsnN83hqvbCRr1E89xz1XvEFHGgTwxp/F1ONH67pDlufAr/VkqgvqBwMgE0PQ81w51f9aSiHofnp99IxiVSEoRLSvssAahuXyxbztIsKHNwZVIF3OwUogiVcjH1Rs3TTU5xQDOaqFz5RiICdIjef3FBu26VlEgMFjvacWq4w/arKkIS7V2GoYOQOAik2y0djeXBia4RmQeyxt8rcHyl3yISjhEXgDGdBnJ0aEmnDhg3PV8fQKOdvntp8M2FoIhVjryp4UokhiqpTjSjAiWjn1xqFxFrrs163VH56gDQaBW0vjhpF9S2TS9Dl3G4VO8XHYeDQcABT2gheS6/G2kXLgYbuP+VM4lBGVOC50aHQDjDYD3CQqmAcit5toARLJYLmC8XccP5hLYVeAwggLtEcdX/97x2T7G4tC8m7i8HfOMb3+j+/eu//utgLLuYcOutt+JNb3oT/vf//t9YXFzEE088sa7YLfsN+97IBID3ve99+NKXvoQ4jvETP/ETePbZZ/HP//k/x4EDB3DmzBl85CMfwR/+4R/CdV1EUdKAttvtPne9eIyNjeGXf/mX8fu///v46le/ir//+7/H61//+k3dM56eAcjOzJB988QhvO7JUzg+v7xiZGJ7Gn2DY6O7tGd5JJTKlbGNhM9iFAyxbrXDZpGndZ5RgeL+24Yxdb6D8ZkOrnmuBiprK9clfebqmChmBAsjHh67oor5MR+xl3SijIaoKOZKwY01gymviNQBQRgzRGrADwmN6yTXyb3qNzu3ahytRREwBybmMbKRkT3JinubcKjQjEwTlAgtMFCWF2pmcv3ZWz0975m1cswYYBJEeaPSGKDkckJ75ItI6JpdUvYM1rXlXMU8ZPia/YOE9KqfRBqDx63gEW4HjHLX6ldelns9hyTZoJEi0WczOePq3ypPTuXQAf2D02TzgI23z/2MceRs90rTDHxFDCK0zCaaGNdJ+2gGsMnL4nqgtRvdfBkTId1zSaYu9IWRT0LFmu0ssMIdVa7xaBrIDcgG9jG/P7PdkhIG9zVLglb5kIxIzeBbvcbkt6pgfXj86ykztV+kK3376rzErlDX8ur2GvkgQuLQUhMA8N0jEyiGMW46cx6DnRDPjAzhQL2BkBLUij7G6h1M1JKx5DMTgysBBSUIB+Lz09v1NHsCq1qUexkXm78wTMd5J06cWPO8K69MJQuCYP1ecvsJl4WR+YpXvAL/+T//Z/zcz/0cwjDEb/zGb2SkTFzXxX/4D/8B73znOwEA1Wp1W/P0q7/6q/jjP/5jLC8v4z3vec+mjcydROg6iCjFcGuffTSE4PzBIs4fLILEgN/gqDRjOLEAkQD3CJoVB82ykwRYoHbe0cLCwsLC4nKBJMD9RydQL/ggkHjFs+cQuA4eODiJw8s1VKJkwnSs0UnmZkgy61gMYjAhwNdQOLC4dHD11Vd3/37uuedwww035J737LPPAkjoduo1lxMum9r+0z/90/j2t7+NH/3RH0WlUunuZ4zhH/2jf4R7771X060cHh7e1vwMDw93Ddp77rkHX/jCFzZ1P0LJ1v2Avr9a0YMfczAh1nX+jv/kOn49rpeMoFlxMTNZxNlDZZw5XMbMgSKaVRdYZxmtKw8byNN60ujOzK+sHGxJGtv8XvQ85/12If97qczsz/7s7+La073+He/GM2xFOW40P5fae+n1IwQzQ2UUoxh3PH0GMSWYqZZw1fwiJprJqmXbcUAA3H3tYXzxxmNYKvo4tNzEi8/Op/fZyjHbVv7I2nmzSPBjP/ZjXTvi/e9/PzjPapw++OCD+PznPw8A+PEf/3EMDAzsaB73Ci6LlcxV3HLLLfhf/+t/IY5jnD9/HkEQ4NChQygWiwCAP/3TP+2e+6IXvWjb8/POd74TH/7wh7G4uIj3vve9+KEf+qGLvtfosSG4F8nJNDHQYGic6XEvAjjOBAYHlvDyMwLnDlQQV7d4VY8KEMVPjfAcdymlzWNEwEXCyRxDAZBlFKTOHVG1ED0UUJS6vAdI6n5EDDkGIMc1yeBKMYNR4SGGK9eW5gD0kPg+dzJ8mpApmpZUZrQ+x0UFxTjl6LgKbYkLB0NxRTs/QgkRVlxyZTbPQlLNhUSCaN5PSScrtR1CDcuvuMYSABPEA1EYYT4YBiO9XJ0Oh0pINGuS2x5GKSx2tyfiIoTiEmbqzMm8sORqkkTfJlKACiNPPOVSSUnADTKs6sArJYHp42VyXSWh+pTeyiBkrSyCrYy81KPq9QL5OpRrgACYcFw9HUfqqRo80mwGBYjibyhdqpejJ+B76UVhhUFEBldFGn+bnzUh28vJNN02JRLxwFWwnEypdUMAcFUtW5nllfbJ8wR1AamyJPULKAQ8mX730uASSglEjtI+m+0KXZ296ZEnc9usSnnlqr0Xoqfbh5O5rjwZ7akrKJjyHQ0pxzkouJut/5pOpvHNNqmHkCrtqQeMgcGFk3hHGvmLHbbCtVayGDK9HPrIcxHhpo9JZIYj7xIOR5EtGYoHwXpEbY9JEU2ln8/qU+tSXeZrAICCwm93qECR6309kwXwlftKSTS5KALAMfy/y/AhlPZPUH1YSeGgolxSiiM4Sr8Yc4pYlDBKfHBJwEEhnT4B83ba3lmdDO2mL/GS2jJK1QFQAOOhAPMLIH4BTcfBSBwj8ByMFisAIRiqVDDg+njhwCgOOz7cAsXY8eEdfoj+IJRg6GAVICSRoFIQiRB4fv332kxgnZ3CxeZvYmICH/vYx/ATP/ET+MY3voHbbrsNv/Irv4JrrrkGjUYD3/jGN/DBD34QYRjipS99KT74wQ9ucc4vHVxWRuYqHMfBkSNHMvvV6LK33377tudjYGAAv/qrv4p3v/vd+M53voPPfOYzuPnmmy/qXvMnl+BsFSfzha/3PWWOAoP/v1G45+awvPwiLL4kO5OzIZgDEAlANUbMzpxJOMWUx+fRCCUnApGACw7mLoG7ejiXWDE+5uIqZg1yE1F6ZEYEJqoN7Xg98BEpxk2z42t6YyUjvaITwVVcapuhp41XY66Lg0sZZbQROVJDmVGBsq+7KEvSgat0+oFiWIdCYEHo58+DpUYmAMcYHcaSgqu80JV8dEGkJl2TzHqmmVYDBREkwYjOiqA7LvN4hBbXy0mKCJ7Cn23F+qDndCCx3ErT6LTjVAyeSC1AFADwiAFqkJG8fkQ11qn+DABAuM6losbgMI4cXTvTTMOcFImppqlHIp6t8uo9hIRUjT4CkEJaRjKiIB22xsVZEACgEmd5+i7k6hJC9x59LDbjEyeu0Aws340wWU4DpsmSbhzFgmJ2MaUhyDgbDCYD0/A1YWjy9UWOkakFVOqnT0kAEOU9MJkttx6vgiCZMDsrlfdgXE6JgMvX5ihLSRD2zWePQsn9HnQjMI8Xp+fTOIEb75HoeSCOADE0INVJOsmp/s0CcHkAutI+EQLELG2PHUUfuLvPmNgJjDwuo4SaSCcWRwptEFoAoY3cMuGxg1BpC4UkmFtQ6q8g/Sd6mkjLgQJFVw9eVHECFBylPtGOzleE1LSU5yjQZGn7GBuulxRSCzbHqMjohS4pE5kMAhWit8cLkFpfqfVzVMAzdGSDWA9OJQKh88lZjLLS5hdIDEem94g5w2IYQlCKsyIEj2m2XHs1b3lVfattG2P8cXymBj6/gBqAB49OwuUCN56dxWK5gJFaDeeqJTw6PIKok3yoHoBrazU8fWQIEQ/gBQzuC4tbnMnNg1ACSIm5k0sZIzOW/RqdSxe1mi5f5/s+fH/t4JcA8E//6T/F9ddfjw9+8IP42Mc+hp/8yZ/Ujk9OTuJ3fud38LM/+7Nd2cLLEZeNu2w/NJtNfPaznwUAXHvttbjpppt2JN1f/uVfxthYEmH0t37rtyA3HNUhgRRyZ3+xBG8JFMac7oLErv/IBn+bvddm0++Xh614xs2mt0PvSfVH2rP5tr+Lerf2Pdrflvw22/aZ9W8vtJ9b3Z5vRRntxjPvdt3a4O/wYh0BY1goF7BU8HHjuVmcG6xgoegjpgQPHppAyBgkgEIY4fjiEs4PlhE6LL3PTo/Z1vuTa+dtI9htaZKNSJgcOXIEg4OD3d8f/MEf9H2+MAzxiU98Ap/73Odyj8/MzOATn/gEvvzlL2+o3PYbrJG5gve///1d2ZJf+IVf2LF0K5UK/t2/+3cAgIceegh/+Zd/uWNpbxbt6QjUI3Bweer/WFhYWFhYWFw+KIQxBjohfM5xfqCCK+aXAQk8NzaE4wt1nBusQKysMFeCALefPgdBCB47OLLLObdYC6dPn8by8nL39+u//us9z282m7jrrrvw+7//+1hYWMC73vUuPP744wiCAMvLy/jbv/1bvOpVr8J9992HN7/5zfjwhz+8Q0+y93DZuMueOnUKR48ezT32qU99Cr//+78PALjpppvw8z//8zuZNfziL/4iPvjBD2J6ehrvf//7dzTtzaD+VAfVKwuYRA2zclA/SDZ5c2ncxJxEk/quVe4IkQAHQT0oosVT9+FYUrSidDuMmSYTAACeo2o1Qjt/9RqVM1kq6G5GZmj3TuRAdY7qhG5Gc9L3FJdfh2dcm0JFD9JhAoMF3d0qNnTRFjupW0YsKSKRnUdSn9uMkEspgVD2mRpnkETbJ5G4UK3CL0Rd3hGRQAkEA2hh9bEJkZoLGgCcbw1oLmK1js6VbbR9hIHiVswVLqAkEBnNPqPy5U3Aaq6uEtLwD1S5siDIRgQ03TQz3Cxj26RZUZn1sjR1M6WRp5bSXK8uCajXG/fTDhOZTCmaOpUbgVmORn2nVNf8o9ClCpLZe+UZ1zMx3ofzlvtutxmmfumGy1Ek5bBW1kXEEKrPbdaDfs8soZfbqpdAd1uu8HGNfb1uaR427+noDTLxhKaZ6vmxxkcUkqDVSt3ROABpzHnHIQNI0lYQKtGJ0/o/4AU4Xl7Qzi+ysFvfhCRYCMva8VhQjZfvOzGYFGBEmEXcPW5q9lKWfreESp2zKUm2PgqgW1Ay0eZU0QDQcdJ9XBKtWMtuiOFC6qY4VGjDV/qpIHZ6fgJh7KAd6v1Yu5NuEwIsObr7axQxrc5Fbf36uKOnKGOSni9z2i1OtOc2y5QLonmymLTsXOzCd7/aho/Wk+A+BMCLpufBpMTTY0O4fmYenBI8OTkCQOLIUg3Xz8yj5bm478gUApNDTIDyMQ/uAMPSw9snmbdbuJQ4mQMDAxsKzPNbv/Vb+OpXvwoA+MhHPqK5ynqeh7vuuguvec1r8IY3vAFf/vKX8a//9b/Ga17zmh3zkNxLuGyMzBtvvBF33HEH3vrWt+KGG26A4zh4/vnn8Rd/8Rf4q7/6KwDA+Pg4PvnJT8J1d0ZvchXFYhG/9mu/hl/5lV/B3Nzcjqa9GTRPRpBCYoQ0AQz2PV9Dn0FNLrQGS2rb3eAYEpAgaEUuOkqAAy4omp2Uy0JI1sDyjM42jPXPIxYUQhmkFAs668c0nuLY0QY1UehoRqbjcviKoVr2QpQNXmfAnW5D6FKOAU83Muc7ZS2NRqQEhZA6Jw5AV0+0uw0dlOp6pAQ59r16TyIBJf2CG6Pshd1DFelgmLW7ryqIHTQDnXO5zFOjUkqCRlM3MnlMdf7jqnDp6jVG/jIGXV5V0/bldIRmIWSOS4PPaN6/T+dKjWt6GJy550iysU+IIDGmqTQefQM3MfNolAEhCVduFXHOBIf5DBtNc9PYivuZBtuG80B6G88SkNH6+bZ515v1R6pGpUSGHwlpaM/mPJb6SUizII04LdTjKBbTtqxaCDTjiAuKQDE8RI7RLUOFG86kNuFGfIkD/rJ2/iBrw13hy/IcJ60m99CO077dpRxMSDg038ikUmr6vEDSZ6y2f0nALzXD2XtoNxYyMyEWwkGstG2M6BqVDhUa17TiBig5abnWwoLWHgsQTWu5LQiiWNVeJohaSvtLJCIjUI9ZFxDqAb7Mutu3dgoCruRBeLEWTIgLmupkrrRTG8YO2DKrxrPDky5mZqAMJgSeHh/GZL2F8UYbDx6ewOHFOo4t1lEOI5wcHsDjB0Yw1A5weLqdxnxoERx+6zD8kaTsmydDRMubjGthsSOQUuJjH/sYAOCaa67JcDFX4TgOfvd3fxevetWrIITAxz72MfzRH/3RTmZ1T+CyMTKFEPjiF7+IL37xi7nHb775Znz84x/fkaiyefi5n/s5fOADH8DZs2d3Jf2LRdQQKFXD/idaWFhYWFhYWFzCWCgXQAGcGq6iVvBx4/k5TNWaAICbzs6CQGJ6oIyHDo1jqVTAQDvAbSfPI6YUgq5MDgqAtwSazRDlIx6KU+6+MzIvpZXMjWBmZgYLC4kXxS233NLz3FtvvbX79xNPPLHhtPYDLhsj87/+1/+KL37xi7j33nsxPT2NRqOBiYkJ3HzzzXjb296Gd7zjHXCc3SuOQqGAd7/73TvKB90KtM6EGLyeodQJ0SpsjYSKhYWFhYWFhcVew0A7idheDiK8/OR0d3+bUZwbqmKp6MPnApO1Jq6YX8ZYo42m7+EbVx3syn15cwzH/+RboB7BoTcNYuTWEmpPdHLTs9hbUO2EOO4djySKUlf33bQvdhOXzVO//e1vx9vf/vYdT/crX/nKus/9+Z//+R3ng24Wtcc7GHpREcfm6nhiKomSCwJdfsETcEv6aiePU70xKYnONwM27NbGY4q2TDTJAjhoxL7mdiMlAVfC7Pt+hLKf5okSCdbHTYcQqbkmldyo604VS4qWwX0xXcRM91VmhOEf8tooO4a7rGAQK+HkhSTocL2cIs66vEspCZabRe24qf3GWMqbI0RiaqCmcWQS96x0RvV8cwAd5bmEJAgV2RXPjVEtpDIpRTfqatsRCfgixmSx3vUaa8We5lIJAJ04dQmWkoAyoblrEUog1ecQhvuWKZ+wGr6vewP9sCmvkMulMu9n3mM91xjbGldJ5JzTB7kutD0vUNxZFc6TdnwTMDUw29LDyXA43WHMEgtJNBfIXeFV7Wa660XmNctMWZqHNT5kTLLusqrMj8kpBRIpGfWavHN65JG4+jfNmNDoB5RIbdVASALXTY/zmEGY9VG7JUGr43fbroYbo851t/oSTdtOjuwqSid2NV5nrVWAlGVMg3aL16RQmGCO0TYZeTZLjbcc3bW/rbffbqmNaik1Lg5U6lr7W2AxhtyUr0eJ0NrrCb/R1TWmkIgkRVuJRXCeDWKJpn2CkECn4SkcSgIZmfzxnLatV/XTpJYkaNkYeAsCrsjTNEK9jwIAElMIxsC5k885zmuDzeO9cDELalofIiEZAClxeKmOhZKHG6fnAQBN18FiuYChVoAr5xMXbgGg4zpoeQ5Ojgzg5MgAhKPwXIcFTv3WHQCAetDES5bOIf63N+BcKaUdXfFHj4Ib0hqXEpIF2729knkxXcHIyAgGBgZQq9XwrW99C3Ecr2lA3n333d2/r7jiiovM5aWNy8bItNgeBLMxhATG6208MbWyU0IfwBIJZujdCaEMnGSG4bNhSEkgRBI0QRKywvFZO2AGATJGZSbIgzmAIFJ7LoqUP0MhM/xHhwq4dG0XGEokPOW4Qzl8qnfQQhJgxWiLJAUMI1M1XIUk4KoWI8nq3VFKtIFUgcWgCufHYxyekgeXCoTK+UQSbWDFqNAMaaYMgsjKMzIWdzv5WNJMcKM8mPnW+WAG+t9ue7CBSktMo3SjHM6LwXb378YzSE7BzTQ1nl+fMrC4aJjBVjZctpmANXk85T43NY6bBljmdE2Xs8+9ZdJ+r7Z1fA1XPG5UepObaeq2chDEoN2+gRr3NPuAJK/KcYXbKs2JJKxK467OpmaNN0Kk1h4WWKSl6Rvts0u4dtxsS6lMJyWBpD1mRvu98oeSp5y6Y/Luu8fWaFTUfpHqvFIuqR5Azrw/kBQUISv/79GGgUhMLTUw1ujg/mMTeIYQHJuvYaLeRmG5iZmBEp6cHEHDd9Hy3EwwOfXlS0cimEj6/nPSxxgquHbpAs4eLiJ0VibgXTs834uglOKNb3wjPvnJT+LcuXP49//+3+O3fuu3MuctLi52lSMA4E1vetNOZnPPwNZii02jDQ/l0PIyLSwsLCwsLPYf/CjGjacXcG6wiIFOiKtmltB2HTxyaAzTgxXEZOOKgIwLVDshhtoBKIByJ0RYya70WuwtvPe978VnPvMZtFotvO9978P999+Pn/zJn8SJEyfQ6XRwzz334EMf+hBOnToFAHjd616HN7zhDbuc692BNTItNo0lUUKZhRhutrFYtg2khYWFhYWFxT6BlHjxqXkISHhcYmpmCU9NDuHZ8SFISpIV4g161BxeqOOGc7NgEmh6yVD8pacv4EvXHcWOhMvdZuzXwD8AcN111+Ezn/kMfuzHfgxzc3P47Gc/i89+9rO55772ta/Fpz/96c1k85KGNTItNo0ZDOAglnB4oZ4amaq3jeE+s3pYdt0qd8ZFxtTF5EYD4xuuR6quG5DwH1VZBoHU1SivsWJUoKBwLp0c11nTHSsQSlh/SdDkaTClWFA0I187P+SsGw5eGhqWXW1EBarLWfoM6klccyMe8DsZfTtHcRHLlJFg3bIgEgjBQLjT9Y6KBc08s1jROE2foY+rHlVdrZHPuVzrWgCgAPHSfMuYArFx0Xr4j5vhCO00VnmoW/mdme6ygiDrL6ue0IfHapEij5epbfZwj80bOKn1WWSljSB0HqfMrSdE/1PdZELbZkznDnZiXb5JSF0zkpu86hyoMhhB5GAurGjHKZFwFT5jg+ttpQDR+OCMSJ3LSnTaBkHWjdfk5WuyL8IUPMlBhr6gxwKgRGqSJQA091dOJCDT43lSLSocKrRnlgCowp+VgkBK4x593kWmbjCZ/Fbg+ZHmUhwSppdZRC+O4rCTbYfh0ntgqYnJWhsXqgWMNTq498Qk5qqpJrUkEqSfYajkf7Texk1nZ3F6qILAYbhiLuFytl1nnUKhFruN17/+9XjiiSfwkY98BF/4whfwve99D0tLS3AcBwcOHMBtt92Gd7zjHXjLW94CknGdvnxgjUyLTSOEB04IRlsrAQoItE6HMAlm6LLFVKT6ikTvpACswRNRto3gLf35P9DyIJEMVFQMF9rdgZFDBIb9lna8HvkIFSOwFqSBJ4TBVQQSIe1Rv9ndHnL1+3FQ/X5RAYuhrnO50EkFxWORDS4URPrgjcdpUBxCJZijlzvnFFIZGeUZfWWWuj4PVmfBoA9qmnE6eKvHPuaVPC53Cl1dNiKBEvXBPL/7OoUk3cBAq4hi1jX4zQBNyc7kWbpwpPYMEKZIn9QClxDH4NI6EgPV9F002z7ClqGNG6SBqS5qUtmsvlTqwVg2qnN5Mdjufs00KDl0fcdLABku43qgvTdi7th6mAGbzLZQQnsXJCeoFG2pk085aZhcwX6Vx8iTOxJrk3i+G2vGzXy9jDBQ2lsJiMDQAu35LiTijtJWooiHyZR2xmSlqnHcKclaMgN+GmQnjBzQeIVPv5K0qjnsMq5NqAF6P5PEAUjPl5xAmm1Xn8kqRgWKbhqB0qMxXCXflCTBfLq3EySr3amcH0umTXiWnBBQ4iMJSdCopO13zCnaTd0YzxiB1HgGo6+mxRhMCfJ0YLCu9Sn1wNcC0nW4l53U0zKwBZPOW9H2KVk4stBA3XcwUe/g4SNjmBsswvxopBksy9SojlYnXyWuP7eAkFEcWWoAAOZLBYy2Onh6YngLMr43sJ9XMlcxOjqKd73rXXjXu961RTnaf7BGpsWWoF7wMNQOACEAtnFugoWFhYWFhYXFXgLjAqP1Njqug/lKAadHq9jMxNKVs0sY6IQgAJ4ZG8KFagl138NrnzqJ4/PLqAQhBCHwBoH2/JY9hoXFrsAamRZbgumBEobbASbqbVwYKve/wMLCwsLCwsJiD6McRIlHsJBYKPv9L+gBh3McW1gGJwRzlSKemhzpHvvewXFcNz2PoVYHrpCQd1Gc/CRFVNut8Ombw+WwkmnRH9bItNg0xh6oIThfgTy0iGueqoG1KzinBNKSMUWn7WnX8Ihq7iTUX1vqA1hxrdLCqvf2iEnkO3R3WjWUu+dweIr0BgEwVUw1I13KUXV0ceRIMMSKa2Yz9LpcwtU0VFBIjYdZZFHGVZSrfBujURYgqHXSTo0LqmlUAkgkSzT9RYX7IoDYcF9kkkAo5bDQLmnHRZGg6qS6lwNOOyOrMuikum2LkX59O3K77rIAIATF+eXBbhYZlXAMHidXZFgyXDEg65FIpR5Vn8rsxLJaDhya7oCA0LQ/eczWkGzI7rpoEN2dijCdzwV5ETqYFhtHjszExdyji363yuFFg8qElNi93wbz04ey3BfrODf3fto3p2wTQHCayFKtgFKdv85jCqm6V8s+/N08qB7yIUOtrrc9BTeGt9K2UCJx1cBsz9sRCQxEDiLahCQJ5365nfqWRpyhHaTthJQEUVvdBhAb0hzmN9ynrMPIwXInTdNnscbJpETnVHqU57oBryIWTNNSDoWDiPdxYTfzSBWiex6VxbxcEI0vu9gqan1hELl6PyT6uUZj85JOW+DBvtoeF8OkTjlcIGKrNIrVmAASLhegUoJAInQoBE3qBBUCVEjEjAKEoBDFeOmpaTgioXs8NjXW7QQKMUfgMHz7iik0fRfDrQCvfO4cWJmtaWTKO25G42jqhtyvyIYfWgB/7KmLLxALi4uANTItNg15//fgAYjfMYJqtYXhLz2Nc3edSI9zgId6Rycjqg1S3GKkHzc6CRFTQLVNSDaYkApCpMbjM41Mh3GUXD3NSb/W1bWkkKgy3chcCMtoxekgox26ECsdESESJV+/HyVCC+pQoJEWmIISAab0hm3uahzNSDC0A4WjKbJ8RWkIZ+uGS7YzF0SCyJV3QSTqbV8L0lBwYsSK4evTWCsHSoT2DC7hWmCKGVbV05MEtWapm0XmcBR8813nBCIxoc0vSG1b5nHWzMGeer6kiJSgIyIm6wv0s1moeTD4O0QQXcd1K2h+GzGGLLYNWju0+o9ZX/caco1MZUJNqawSyWSSpo3IJSKlrRLS4CsagVU2micZE8SxPnxplHz4bjIhxqjAuNfQjjMiND5jO3ZRIj6EkxiZHe6iqUw+BaGDsKVPjqKZpkmMPGW4siYIIA2DLY4Y2kqaNaeg91OG1rJHeW4AuVWEwkFb6aPyVmookfp+8xymc9r7xksQSrA2ItHq6GUmOIVQJxS2qa0tBhGOztdRCmMEDsMzE0MI3XVyxM0sSXR5qeVOBA7AkRIho4CQOLTUwBWzNVSCCEz5FjghWKj4KEQclU4EAiBe4bQ6QqLjsO75t508j2qg94UA0HYZXC4QNSWCmezxVSxeV8L8LQJj9RaOL9RQ7QSIGUXEGCJGlV+y7UYM7DxDuNh7Qn+rYFcyLQBrZFpsIc7/XQ1H/skQDr2G4HtCANRyMy0sLCwsLCy2D4wLvOqpcwCAetHDWL2NQ4sNPDsxiLlKEY2CC4dLeJzDizm8WMDlyf/eyv+hQzE7UMJ8pQCJNEjPVK2JpZXAPDGleOmpC5habmG54GKx5EMCYFIiZgQt30EpiLFY9vH8+CBiSlCMOCSACAwXqkWcmFtGOYzACcHpoSpcLkCkRNtz0PEcjDQ7AAG8LyyogYRzMV5v4bZT01gq+Dg7VIUjBFyePFs5iOCubDucg40B+GcjiJsc9acDLD3aRty4NF1xLS4dWCPTYssQzMZYeqSNoRcX8f2Pn8fXrp+yhqaFhYWFhYXFtsGPOTwu8L2DI3hhYhBexHHduQVcM72I6+Vi7jUSQEQJQochdBlGGjFOzNYQMYq5SgGcUFSCCAPtAI9PjWK01cHLTl5AyChqvotqJ0LLAyJGETOK0UYb43XgizcdBWcURCR8zojFKEYcpU6E62baKEYchShGMYpxqNbU8nShUsT9xw9AEoLrags9n5lA4vrpecyVC7j32FQ2CrD2sBLHv8Ax+PDDKB31MHB9AUM3FbH0SBvz9zUh47UvvVisy0Npl7HX87cfYI1Miy3F3DebcAYLGDgW4RVPz+Cea5Mw86b7qwkpNdpcPjbqXaW6H67z2i5HkghwI0HTtYIQ2b2vyQEFshqYfdMG1bQ7N+3K0U+XUJK+5SIyZUAhNuHft556sGms4x570UNRxVZE8bfYHqicTrnna9LOQKo8tZVtVd5j0xy7HYAwBsXJIFk/J/MUG3z9Jh9YQh/oCklAjW2Tp9+rX8icb6ZnHN/yQfZKGWaoLNv8+lueg+mBEm44t4DRRgePHxzBw0fH8djBYdz5xFm4XKBW9ND2HAhCUAoiDLdDeEKCxAKxk7iWLrgOloseBjoRiODwoxihw3Dl7BJmqkXMVYoYq7cx1uzgniunsFgudJ9vstbEy56/gDsfO4NaycdgK4AfJyuFEkDgMLRdBx3XQa1QQsd10HGTfW3HwVAnwK2nZnDrC9N49NA4iOeB+GsEGiLACWcGpSjCA0cm+w9wCAFnDJ05hs4cx+LDTQxe72H45iIqVxaw/HiIYI4jXBYgngvieYAEZBhuUadscbnCGpkWW47Z+4DWi4uYrLVx6zMzuP/KSSDqsaJJpBY4AEhEqqmiUeYWslNtxOS1EblCd5IQgnRdXgBASglXCTjDiNS4LgBwpjOkcShNUeyZThXNKOWbjJZTrUVGBY5W9BnTqtPRgub4NNI4mJFkWOZp0Ie5oILZdiowLkDguun1Ju8JAMKOq3NczHI2ua2S6fzGks5tFZIgUAJHzIcVNGja0VEitWcKhKMZomU3hCyuuhoBJe4CLYX/yBmaTf1du17czYPMMXw33MeZxrUZYIQQ8MjgWu00zNdkaHuCSZ2/JQlIR+e0bShQ0OU8TtC4hH0mXtZ1P+Nv835E/5t6XD/EjXd9MfzEnYap66rqcgKQM772CBH1ETr6M2rXE0B6fVz1TN6gqq1IJeDoBe+7MQorwdwokTjfGdSOl50ARZZy3BiRYETAIaIb+GdpKY2MLgMGEpi6l72z3Pt5oMcVACAWfTRJ2ha1yr7Wr1Em4RfSPJvtfxQx3UjlNAmqpyLT/Cl82pzZLLcUa3mQahA1SbpxCLppRlTrg6KOPqykjtR0NAVj2XJcT/1fa9ZNEoAQ3H/FBKaWmrj+3AJ+4IkzqBc91AsufJ4kNtQOMdQOETCKetHDfVdMou0xHFxqwouTqdPJ5RZavot7rjqAlz8zDZcLnBodACBxdL6OyXoS9O7+oxNYLBdAhcAdz5xHw3cx2AlWVkeTeBNnRqqYrRbR8hPDUvZx6poplnAvm8TNp+dw55OnUPtnPkJ2ADFNVkrrvoeFUgENz8Ph5TqunJ7FA8fHUR9wsJ6KeeqNBHjjTUq5AeVWjGsuLGCy2uxSb4tDVTw4cQgtz8V1/2kO/Kln+97bwmItWCPTYlvwnasncccT53FguY0Xn5zFI0cmdjtL68LqSiIzgyPsEgguLftgo6u3FhYW+wPEsJszxvilhp3IswSIYQXqq4sycyxjJK4jDX1zc/3aer2Cuunt1LsnBOeHK5gZLOHwQgNDrQBj9TZCShA4DgrxygSElDg5OoALg0l04ieL6mrhHAZbAQ4tNjDW7ODe4wcwVy1BEokzwxW8+umE91kOE8OfCYnBTojBTojFkg+CGE8fGMb5kQqy6F8Qc9USvnLtYRxaamC4GcDhAh6PUY4EDi/VQAGEjMLlAtODJUxvRC4uZ3W5WXTw4LEJEClRCiLc+dRZuELizqdO4+FDoxt/2QoESMYTaq9hr+dvP8AamRbbhm9eM4lXP34OR+abCOkCnjw00v8iCwsLCwsLC4uLgKAUp8YGcAqAH8W4+eQsiAR8ziEAtD0Xt568gOULHpq+CyokqJSIHIqYUpTCGFdNLwEAbn9hGvEKbzNgFPPlAoZaAaaWmphaaqK0YmwuFT28MDaA4VOzCJ11RrRdA5xRnBodwOkh3euCCYGhVoDhdhLt/eR4dY07bBySEDQLHr59xQHcNZ94aN10dh5zhwtYfHLLkrG4DGGNTIutRxih9FwSRv07/jG8IjqJK2eXEToUz08OJecw3X/KnDDLcjqk7lJjHF/lR66qA1Cis6UozUqemCuVjUjnP5ircqrum5nHvBW8QOif12JU1s6LJEMzTtNsxS5CYbgNKyuqlAoQks2DNjNtTsyZ4eep1Mo6jpn2HO3IxUKQ6s9RIlF29DRVd9lYMkRKnoUy095VajDLxpRVEbqLrOpaBSQuYBpXqvvPRUIiW067jTyXS7XYLS9m76KXu6yErg8JZKWF9oDHxHqgZZlJrX5Kw3VVmjIYec9ouIP31M009UaJzJQ7FwTRShtNiUSbuzChyi3VwgJk7KMmC5AEaEYepKl7ucOfnYypVn+4BEKS9iOUCVDDlTXDI1W1m5nM0EqYQkPJWwl1XK6lobrHCkEQxzlGlPoqc+SjhKrVmVemRKa/jcIcGygIXAf3XjUFEhF4cYyXnZrBcDtA22VoeQ4qnQhUCEhCMNTi6LgOBCUohzFmKkXMDJZRCGMcqDUx2A67VXCgE0IirZJD7RC3nJrFfLmAxcoqT3OjhF1j23Cv5YxifrCI+cFEGzOhU2yA+5pb7vrmfLWI2UDAr9XQdB2MXd2BIMdRv1AA5QHw6DqeYwVWwsQCsEamxTaA12o4/Aff7G6fevVNOP7iGVx/fhGhw3B2tApaTHkfBGsYleom0fdlguysGJHJ2FwkWmIqhYdIeIbxonIPAWC2We7pflTxQxSdlB+julowIrSgPQCwHBU1wzQWTLsm5AwthRsYCYqYm9xU0e1rpCQQTOdeEJrwTdOMKGVEpcYHW72fiqCpcxODjotaM+WJLg8UUPFC/R5Kb+UyjoLCcxKSdMXDiVzReXPT/o1zkuHfqtqfBMDwoB5xrx26CBVdS03YexWXmg2Wk18toAwToG767qQkANUHahuyOwmyxs3l4Nq85YFNsDGNS0kgOoa2IutjUK0nDwq2hGfaLztUakUpyhxwFf56IdYn3ZiA46RtTRQxCEPjVzNeIgqYxouRJ6rw8qUgukEIoB14iHj6zcy7uishIVKb5JupVTEmKjgPBxJI2hiF90zEFpRrPxhUOtI0y4AhRmosyzIHU8pBGPxLKfS6RT0BR+H1EwJUS6rusey21+o+tZzUgXjIGZYaRf0RQqYXk/FeZGxQUdea5CNr7F8PerVlMrl56Dj45hUHMdrs4LZT5zG1nKzYdRwGj8eo+R6GOiEenxzBYDvAVK2JZ8eHcO10EuX1qQPDqBW9FRdWgXIQ4Yq5mpbUg1eMQbA++VnnM5iaqptGXtmqaQgCIgienBjGdTNzKEUxLpSLGLmmhUffOIIW94F/s7VZstj/sEamxfZDUHz1ukO48/EzuPn03EqI8F0OvGJhYWFhYWFx+YAQzFeK+PK1R1AJQzR9F23PwbELDdxwfg6nByu4fiYxKluug5edmkHD93D/8QmErj4BcNOpWW378YPDCNx9MKSmFN85dgCvfO4cRlsdcAK8+Owcvr3qhbZOWAkTCyCzIG9hsT0IXQdfvfYQBCF42QsXMLzc6X+RhYWFhYWFhcUWouM5mBsooe27ScCgwTI4JSjGHA8eGsdzo4M4P1iCxwW+e2Q8l2c50kzGMA8dGcPnX3IFnpsczJxzqWK5XMB3D4+DSglXSIw32ji41NjtbFlcgrBGpsWOoeO7+MbVU5AAbn90DtV62PcaCwsLCwsLC4vtQuQw3H/kAKpBiJvPzmKk1cGVczW8MDKAjpfl9gKAoMkq2H4lHZwfruLJyeHu9rXT8xu6fpWTudd/FtuLfbC2b7HX4T78HK7/8GR3+/xAGVO3NHHHg7NolBx890Uj4H0Cz5r8M8YEqoWgu70qpE0kUJIOHC40/iOloquhBiR6jgOuvppadlMuYiwoFtol7Xgj8LDcTs8xg/0sdXSuSj+Y4t8ip7eiRhAIk1MJIqHGAiIKB5NSiWIp0E9X8i0kQa3p6UEbOEMYpLO2M4GDC0oQCEIlSso9y36I0WKqF9qKPAQrvFIigZJwwFjcTYKQrA6mya/tRHqz5DKOQjl9d8v1oiH0jksOuXwv5dWSNoPsGLPn8QY7RPX+QvmtgpovYpOBKsw09wpMKY3N5tG8PjNQ2eZCyMQRkiDqR7We5I17iBLXdScDanCEpcbfYqUYlOltjQrGhKZLHJs8PUkgFP1ccALaMc5R80MIhMnFNp4zjliX302IxIWGLiMhJNEuadaKKMsCGnxlvzC0Z7fiNfYJ5iLN2ANmXRIAUTiWMqDgcWr0EF+PPcA8AddL28qCF8HXOJkSVw+lbp4+5Rj36noWjTy90BrtDsaXwiLmlvRylcIMZIW9BQJI18hUJgZE4kZ791WHcdvJaQy3Azx2YBQvjA6gG+HHqONPHxjCNecXsVz2VoIWbetTbD+IhGRI+NcsCZz47NQQinGMY/N1mEVoYbEeWCPTYtvBazWglhLkWwC+/k9uwYvnZjBUj3DHAxfwrTtHILy1F9aFEdmVEQlPGcRwQZPIphJgUoAIPeIcJdACHHg0hs9i7Z4lGXY705gwMMOg60SOFlnPHFiZgX9Ugw7ICW7UB+b5edebOppEMwhFJqiDFpwDyArBC/2GUlJ9zMAkYi8tg9hh2mxgLCj4yrsiUo82m6SfLTcTJk+CEAlHeddaFMKLnYnUCu3ibrEpZAwV6M9iiLYDfWJb5Bp8ZoQaohsOchsGRhsJimOxd8AkiBKoR0YUWnxuJgHlOGVcC+yT8K/S0wlZR3unRkHlBMSo85KSHPHNHreTBKvNnSRAZARRE2Yk1ogCIOnkzXavapCsUZmZMIDZ5uuTUYSTTDEQo49xFaPSdbjWT1IiMeAEoCQpKJ/GmPD04DUAsBrKh4Nghg1093e4k40euxUTN9uNPn3OKmLGcO+xKThCpPzK7gypfu75kTLOj2xAp3KvgwBANsrvo0dHUYhiDM9tzPPMcjItAOsua7FLaBR8fPuWCTx43QioAK5/pN7/IgsLCwsLCwuLbQJndH8E8NlCfOeKcdQKtkwsNg5bayx2BTRO9ONmRkto+8sYmo96nk+I3PJZJ9pn+nWr08tboet7vrmamXOe6X66pcjJg4o8F99eWE9e7eziHoV9LZcH1vn96fqM5rHsdyyN4xvP10bOJblpXJJys8T4u8f2qozXKkw5kkTGRWjHTbAeBa3qjO472PZtbVCKb111YLdzYXEJwhqZFruCq/7dd7BKJiRvGQQd111ii16EopsannmuqKYrKARd0cmUKLgxuNJruFRo7rElJ8KQ29IuD0T6OTREVg/MNJCEkXwcO8ZxAqk8EzHzK/OEtPWHLJbCrjHqUIHhUlu7xWAx5ZUKSTBXS913CAHCuM8n3k9jT6xkRDm/00rlZ0zXV9+JuwMXIgFXcLiC6+NWI0ud0NXKITK4V4wKuIo+qOtyiBXrVkqAw9mcu1betZsdcJhecSYH8yJ0Ejdle8sVt0CF10lMfpiX48qnul+7QnPHzkwGCF0IHjHRXCLXhe3Q7txOl2Bgd/RGte+OQHjp90FikuUW9stiRCF71UkqQRROZtTwEKlpmJcKoKXUDxJm88TUupiTPxakN5YEkJHSVjoSsqC3p7zual7mETVksoxyIJIAjsEn3Ai9Nuls0lNzeHnEKNM8zqWWnKMnKJmALCrfoCNAlfdwy7HTqLopR96jMUbdVGd40GmjwtI+gkHggLvc3aYQ8Aw/5XleQSSTNphLiuWo0KVELIcFiGafPmUv0A82Sl93Rf+TLgcQ5QfoNA6So0/dA/ISCKxjJ7S3H9bItNgVyFjhjVQkYqf3DKnJPcybgTWxnnO2FetowNYzu682hObqJ0Uqlp33vOY9tfgg27Sa0DUy18iThYXFNmKnxk39eM15vGP1kg00DURexDxSn/S3AhmO5XaD6G04JVLzyHGJ0NpcSgQYhHF+us2INa4sLCy2D9bItNh1sAKwOGCrooWFhYWFhYXFpQ6Jve+evsezty9gR/YWuwriJBH0Ql9fyXQYh69IHhlF8AABAABJREFUjuS5XfRyxWBEaguJjAo4yqytkARtkbpTcUlQU9yCAu5AcD1PJBOhTk/fPD/j/iqyIfg1dw0zwiiREIqLmTAlJ5CsbDKy6jpqcKBkNirvlkApBiEIIuW5uKCIleiypptzHrJRdLPJRUrZCkG75SL3amTD3Oixu5GRHkgCzirbpq+f4f5n8sEyn4N5fg6ft199yMvDXkLGVXZXcqGDyN5kZ9MNBNltwvM5jF3EBFL1DY2p4YaRvb/qKpor2bNBaIFmZY4r9hbUFXVlMuPaCmS/B9W9lWbdZZMItuqOnEQ1EqXMbKtuypRJTcaqwCIUWUorKbIQJZpGAS2QGK7hDiuU9ygkBTd8djvCTd1lQTU9wSROgJF/s99Cthz6QmJjbWTffuUi8nC5Qyr/d/+2hWixOVgj02JXIWNAcInhhUgzNgb9Do6Ul7rbpkHZ5i7Otwa0fS7jIBJwhEDFDcAUHh+FRMFJO+NW7GEh0HUwX5gbSY06SRB19M+DmAMAbZBFIENjQGEMrEx+DiT0gZIjIVVDlgCBMsCQPsnwUH0Wa7qXUqZlIiUgjDD+UijGaF6nvo5OXiqad1HoYKmdcleFYjgTCQRwIGWke9YZg0GHCZ2uaBjrYeigw9MJASFoOiDeLhtkoxwfc9Bualruxc7a5OOakiYmJ5NI3ZYx3qME0Tmb1LBiJXKlWTRkiilvoL9Za0X5+yJuZX6juzKY7WHsSpZ9KGIYZBkljXafyShzAsE08MwJOJlNc7NQ208KCWEY1tKgYF5U26DJ78qsoamWsyNRHkt5/S7jcB29gi/Vi91vX0gC3jL6FFfoRiSVevtIpMZ7970YnpLGFaV5DLKUp1+igca55JJqsQmEpFjiJe34qkG5ioW4gkCm+exwN5X2EjT7rmOa1d/Nm4BaxVptoVT4sX1drXvXreSRjO/UojckSd4jIVrMgGo7wKGlBrzlJs5s4HYCBGSPF7zY4/nbD7BGpsWuo3lKoHoFwfi5NmYPFvtfYGFhYWFhYWFhsfUQAi89NYvJWqs77xKEG9PJtLAArJFpsQcwex9H+QTD1U80rZFpYWFhYWFhYbELIFzg+58+h2oQoek5mKkWcXa4gqWNRuw1oufvRez1/G0F2u02vvWtb+H+++/Hc889h+npaTSbTbiui6GhIRw9ehQ33HADXv7yl+Pqq6/e8vStkWmx+xDAmaNFHD3ZxuSZNmYOW0PTwsLCwsLCwmLHIARuPzODVhDh9HAFDx8ZT4+1O2tfZ7Gn0Gg08OlPfxqf/OQn8bWvfQ3hOlehjx49in/yT/4JfvzHfxwvfelLtyQv1si02BN47uoyjpxs4+DpDmYOF9GJXcwrnEmH6qHZO7GrXe9R3uVk+jxGyQk1TmYndvHs4lh3O4gZgkC/R9ROt6XJl8QKF1HlhqjaWnmBKLYg+IuqOxhHDBfqlew5yt9q8KHcpIjOiczogwmdj5H7DEqeeERRb/ndbccR3cAURK4EjgDRb2PMHnoO1/IUGM0SpRLSSfMZK5xQKQnCOIcLq3FdDX1HToFggwGR+nE0NRrVpTk7avJIpQCgBI5yyyF8Lw3GFUb6e4ojBh5ppLaMDmBf9Ps+CDLBsfrCzMNmKJ0EgMp5pMhy1LaYi5iLTTwDyWnb+hWjhMEvNymYfZ5ZeAbfHACN9HbG5HBu+DMyA1ltFjQrUULKcapb7HJcNTrXPVZwIpSZPphbrKYTpqFwcL5e1Y6HsaNx0EVOOarUUy4owvQTxGJU0gKv+bSAjkz7sUgyCKm3dS1hkld1nGkPo83Te9SCQppfzsBKsXY+b7h6fcrlUypBoHIDKsnkO139Vk0qbK/6RZCpW3suYNhehVFMU7UWXCHx/PgAHj80uvH2W4GQZM/3hXtdx3OjOHv2LD7wgQ/gz//8z1Gv1yFzorkVi0UMDw+j3W5jeXkZQhF8P3nyJD70oQ/hQx/6EG677Tb8m3/zb/DWt751U3myRqbF3gClaJUZKvUYEAKxoOgoHV0BkXa6SdgmRIIS2dVmdKjIaIC1w/R+YcgQB3r1l72MqyRRfeQjlEh7axmQPSMw9oleaJ4uCaJYD9IghO6S0neMbnbeRue8LvcRNYaDIOBKntT7m/bAWmBUdAduUhIwahq+VBvsMabmU2afwbg/dQSIMs4SEHqkzC3AXu9M1wXT8CCAOj5lTMB30wEmNyIXc06AXuV6MWW00QBMOwH1Ec2AOLuBdY6nNzPu7ndtXyOVSkBtuqQxV3DROdtmGBlz3DTojudxDPtp4J8ii1B19NUen6XfS8AdNCPdwKt1gEgRuY+i3kMyKfWBcSAc+FQx+gTQ4KlRmBfYRzUggayWcZN73UlcAQJuRJelRvtsxrPLQ8ZI1CLBYSVATGKU9NUeXW+bsGcr1R5Cpk1OCrdRcLPnWuxZLC0t4X3vex/+7M/+DGEYQkoJx3Hwqle9Cq94xStw++2349Zbb8Xk5CQ8L22DpJRYXl7GU089hfvuuw/33nsvvvKVr+D06dO499578fa3vx2/+7u/iw984AP4wR/8wYvKmzUyLfYMZg74OPFsC2MXIkRX7HZuLCwsLCwsLCwuD0zW2gAYYroN0mcW24arr74aCwsLkFLijjvuwDve8Q687W1vw9jYWM/rCCEYGhrC7bffjttvvx2/+Iu/CAD42te+hk984hP49Kc/jUcffRQ//MM/jA9/+MP4pV/6pQ3nzdYkiz0BQiQuHEpmWAaWE5cjurI6uTrTam6vEsvXIpiv6nsJSfZmqOrLwKVnrxDrpUx/yY4+P4utx36p73u8nuzJVfXtyNOq5IUqfbETIBIgMiPFtFtQ+zluDOkupt9b7S/XupYQ/ZfsVH4XgWT1UvZfxVxNy2JbMLncRMehmB5OaDlEEhCR/jYCtc/dy7/9gPn5efzwD/8w7rnnHnz961/HL/zCL/Q1MHvh+7//+/Gnf/qnOHXqFN7//vdjYmICCwsLF3Uvu5JpsfsgFKPlFtiK/ldFRnDLbQx7be001U2oHvs4H6aakE14iY6fBKQs4VTN0fTBOKcINM4lyXZWVPHhIsjyEQigjSxNoe2+z6lfbvK7pCs0nichAFO4iBJA0NHdWHppsK8rSxlNPQGpukHmiair2xFFrJQD9xjISp4JgJC6EMVU6D1vYBYZuph5hqm6h1LZvV9uJ2HoP4qYauUkOQFR312eiLrJ8emDDHeLGTcUcme4elsJTqB6nLfrBY3HrHKeu/uU+isdmfA6V7clgWxsoMsh0HnPq/uMPO6osScBoujhSiqzU7U5OpXbkY/0b6MMZFaTV2MOSLLj9j6NAJjascr3QPKMdiZ1l1rlGQgnYDqDAkJS7buVrsnTW09G02toMYZX0PmHruIuXvJ0DmaRhagy3V02EE633+I0PwP9JuLUNi4KHa0fvPf8Mc191XM4Brygu02USVkgmaidLNS1+5vGZC0saDxPl4pumj7jqPiBdv40HUAUpt81r7nauyRmXyuR0XX1RzpwCIEnOyBUZtqW5kJR88slpib1Jda07hh6tRMAiMKL9qIYVAJLhQJImOy/9j8vA8+8AACIZYjT25xdi4vD/fffj1tuuWXL71sqlfBv/+2/xf/7//6/OHny5EXdwxqZFruKkdtKGL6JQf5NE0DSBtYPUeSFJjC5I0Kqx1Y6awlgJdCMxlVcbzjt1TQ2yE3cEpDNG40bTrIHVWZdyDXyLjIzF4GLKq88o3mLyz1jdIKsT5B8r0H7hi7ienNwuZnre+3bKZiDNEkg9+qS5j5HbjXoThJe5Dsh+t/mpFivqmf2TzsBLokWnIsLiVghUjsQm4nd0oVpqKogKyu760bOZCshEgTJ6jBZa5VYjX9gsWkM19sYqQdoei4ih+H66XkAwIVKGnCRhBF4J5k4ETLKvc9asBImO4ftMDBVFAoFXHvttRd1rTUyLXYN1AdGXlqCjAHuErBYYvEqhuZBBx6s8K+FhYWFhYWFxVahEES445nzKMZc2y8BzJaLqBV9IAryL7aw2CCskWmxaxi8sQRCCKbvibHwofKuzARbWFhYWFhYWOx3lDohXv3UOVApcWqkgnPVKkpBBFcILBZ9LJeLOLRFadmVTAvAGpkWu4TmT92KKwunwQE89YPX4krvee24R7nm9uPRGEwxQgsswlgpDR/fiDx0IqcrtxVzBq5wfoQgmkRJrpvlVnPmDJtZMqkF5ZAmF5BJjRNEiOGIJ/VnAJDR6CObDeVl8ERz3Tp7zAVITiBX3htBwpMKAqd7CSEJp1IF5wZnss9cQxQ63c5BApAdPUR/hnsSG1k2vLskiO57jdWQ+toOPQlkeZzaueYxAcNFLIcvRszzd74D7OnRG1Ooc99eNdbc2pJAIIqOZqhrAAIb9HSTyP8m9ZfX9x7bHghnN+bGzGdS82DWtbzzdxrS8JE0eaF5Hpex8RWa34fhB5rhx/bjxkp0g/gAAChAFA4wYyLDDVRle8KYYbqT6l4WWBFlR18Bmg/KXT5jKBw0Al87HnGmaWOabZ85CBaCQih9QBg6WnsaC6pdE8ZMyzMhEsuK7qXIMQTUayiRKPupVxElMvM9UYNDaXZREtlrzPZRCAJJkuBFyaE+2sd6Atn6nhf/YD+gV5Xu8Y17UYxrzy/i8EIDBMB3jk/gwmAZJCJYKKdarvulmCwStFot3HfffXj88cdx+vRpNBoNtNttFItFVCoVHDlyBNdffz1e9rKXoVwub0serJFpsbOgwPirKriyeApUSgz+0Bz+2RWncLI9qp0WS6oFHyiyCA5Jh7gVJwQrL3e3zzSH0Aq8FSOTIo6p1rlKQbTeT+YaAn2aWInNDdYodP4WlYCjcF1cng3EoxqlApCx0fkyfXRmakZuFBnNybyANb2S4Ho5QxLEwk0voRLU0QduBLqRmOHjGNtRx0nzJAFiGJm5QUR6gEhkZh0yPDvTeDcHMSaYWY6GsZMXaEhJg8QE0L2Zth19ih0yIgBPy9oZ5trEj8MEim7K21lEEYGiRStBN84Py71Ar189M70T2AGOb7/0tbol9YBNwO4H9iV5badhZJrv2mzKpKGzSczvgybBprpwzBsY56/qHK9+d0zC8dNJEteL4TI9kU7odo2yEA6mm2nwOd+JNV1MAFhol9LAP4Kg1dGNTBPJ6o+5U5ksjQmkErQsoo6uTUwkQiUIT9R29Uk4ItH0U6NCSmSsQuIJrR8oeOk3LQFQ4z0yKiCVkWRIjA+ArPQj3Sxk64EQFIIQCElBpMyKyAuSCWal5dnoo5L+/RL3jOo7gba+fvmlz8/gQK2VBOJjFN85PoHFSjH/5C2EkGRvRrpWIPZ4/i4WX//61/GBD3wAf/d3f4cg6O/67Ps+Xv/61+NXf/VX8epXv3pL82KNTIsdxeG3DKJ4wEPsAqNvmIV/1Pr+W1hYWFhYWFhsJa6cXsRUrYW67+KRw6M7Ylxa7B7CMMTP/MzP4OMf/zgAZCdr1kCn08HnP/95fP7zn8c73vEOfOQjH4Hn5YXf3DiskWmxo2AlBiklnv+BIg5bA9PCwsLCwsLCYktxYmYJ184sIWQUX73mIEA3y6XZGC4FHcq9nr+N4q1vfSs+97nPQUoJxhhe//rX4wd+4Adw3XXX4ciRIyiXy/B9H0EQoNls4vTp03jiiSdw99134+///u/BOccnPvEJLC8v42/+5m+2JE/WyLTYUcz8Qw2H//EQTny5A3EFQFdq4JDbypyrBgIac+twFf+oQLhYiFMf8nrko+El7rK+jOHEAlLxXBKgWRe2jTYwpgtOP/daw2XSrYaaG1LGI0jQDOdSqO6xOa4dUuh+v4KoOptZ3mA/yQ9CoPupMalrRsoe3Bgg11VQRjQtaiLB++mLmm5RRnok1jmXpmvgRcF0FTXdr/JcSQ25g/RWMuP6189tqK8UBtHdaTPutTzHvXaDrkAZbVBq7CtyUIWzNlltgCmF7zGOkpPyt4QkaNJ0NjQWFI2aMTua52qqYsM86XW4kG22HTCuNfm7EjK951Z5Y+VxeLsJEk2DksbIuhaarqmZ+/dLfx153AQIst8xNb5zaUojmt6wvkg5lURqmq1rgRIGJqNus0UNDmbEdVd8lb8oBMFyO+U3EiI19/H86/X0hSDadxq1dI1JcAKi9AEmj1/UqX4+hd5+C2K0RSSHw25scqK018AsrWrH+wboy9Nt7dUWSYDXXQjHAY/dVRUyDaSXHm7efvMml4LrrJlF0405p1zzrnfiGC8/OY3BIETIKO6+5hBAKcbuYxh9pKFfIwzqCgHGJjnKM+3ESDw7fdGPY7Gz+J//83/is5/9LAghePOb34w/+ZM/waFDvcM43XrrrQCAX/u1X8OZM2fwC7/wC/jc5z6Hz3/+8/jUpz6Ft73tbZvOlzUyLXYUnekYs99oYOJVVbS+W0XlZYkwtGsQbHwaawPYQdaGpwQV6RAXHZEKwxdYDJcKEAk4UqxobaX3y3RxF9PnmDfp13EZBpvrxVqABCmJFhglCqneh/Qz6ICeg3QJkq831gdaEB4q9TgrAug74uzJtVoreEO6PzNA5obRtxPjhR5j+n5ZIHm8qotI06xfmsFHASjcVgmaMYw3XU4qXw0AdQWYk36nZSeEQ9Ntj3KUFSOz6EYIlUE24Tp/GKZIe16eL4GxYU9sBT9zHd+wGUSnH/k1U+yZumeekLNvq5GZYMh5rl5gUpsEUetqHggABgEHvHtrMyhZr+iTUhLEsW6wbUxJEIAkOi/MmIAjMQENFMPW03mnJKTZYF3q5GZe9jOTUcamsc07+jCRG/WROmJTAeeIJMnEIaGJQb2m0dgD+6XdUPvBPKNS6ueaTcNws43bT58DATBdLeH+4+PdFczyTAx53yO906cE8vgw5AuLkMIqAF9K+PM//3MAwGte8xr89V//NcgGRcQPHz6Mv/7rv8brX/96fOUrX8FHP/rRLTEyd3b93MICwPKjHUgA4fneQRAsLCwsLCwsLCx6oxCGePnpcwCA7xw6gAeOHNhxF1kVibss2eO/XSueLcdDDz0EQgj+1b/6Vxs2MFdBKcU73/nO7v22AnYl02J3QAAZ2jkOCwsLCwsLC4uLhhC4aXoWAHDP0YNYLhVx6S7nWlwMFhcXAQAHDx7c1H1Wr19aWtpslgBYI9NilyCBLv+QS5rheTAi4NPU+cgjseZSywnV3GmBFQ0vAERKUCo11ycpt4K4Z6Avj8lwK6LS0H2TGXdWzT3rolwuNbJW1hXKzOIGJ7wIySaxaawzFPueQk9/2TXOX49LYi+oczJUgihuczLOnt4XpmugKflguN4lenjKNhGZ71bVtjU1+2TGPVZm370577TVdSHv3fSrz7tRH7U0SdbN2Dx3g3Wr7yP1u98GkeH7IsctfrPuuDJ19bzIifzsLbfw3UsJTRMTSDSCNR6+MKgBeVxEjQsuofUqGaJqv0xld2lazqvC09oJBgdZGCtCefVxN7CVvOj/P3vvHSZZUS7+f+qcjpPzzs7O7LLLkpYMLgsoS1bSVbher4GvgLoqiAhyAQNRUa+BB1HvRVFADCiigATxyo+clwxLWFg2z87O7OTU8ZxTvz96prvP6Z7u6Znu6Z6Z+jxPPTN9QtV7cr1Vb5jM8Uz7/s3wHbQsVnT2sWBoFBF/bQqkAN2ycFkSXUoGfJ4xBRO0sIZrIFGFa3RmAy2OzxaWMqUuXy40Nzezbds23nzzzbiv5VRYty5mUr1gwYK8yKWUTMWM46qI+ZHIaothMxY4wemT2eQeojnpDVmlhXAn+WQOWGX0mYnAP349ils3Yz6ZwqLCG8HwJHqsoaiL6GhS0BFBVh+4nINhpOsMJNXpcxt4XIljMC2NaJJPZiTstuVAmwrO/VO+jTZ/HZmaV1OQJk9lhgrTnceMAqZ2mpxBHYRRgi/+dDInr3YGJcmW4zJNR8wZQMaxEq08Meii6RJ/WaLTMDLkR47aX+fC6SDmkrZes/SatvvBVxGxXXtNk7Y8gT5P1BbYxKObJHsRRyydoWgiEEow6iaS5LNmSYHwOU5MuntHJNZJ03FiLeydsZQgUal1SUcgK9tz7jzlhj3QSlo5Z8I3McUX2xEEJPm4TVKVyCyvkZRgWdleffZbZ+zdNnH9zjyFlk/aBzEscA07guI4ZJa6Q65s44SSsUBojA3gZd5cYD8M4Rj0y0cn2UpWwKTACDu6XMMum8+lHnK8HzVs+UEtr7QNDkmv48JZAhFNHqhMlV9zvhcc20i3jC8SOEcV0+HIU5xl67RI7O/EaSqpNkXd+Q4YW5ZdngxKX9r9s/jCZtgcSB1gSOJDG3dQFY5iCIGpxXwxhZQIJJYQBF0uuirLeK+pIb5P1SZo/OVzkxBEMRc46qij+OMf/8j3v/99PvrRj1JbW5tzHf39/Xz/+99HCMFRRx2VF7mUkqmYcWoPKUMA7gODxRZFoVAoFAqFoiRZ1DdEVTjKzsoyXm1rTqxIE/inlCiVCe1MlLp8ufCVr3yFP/3pT2zcuJFDDjmEH//4x5xxxhm4XNnVPMMwuPvuu/nmN7/Jli1b0DSN888/Py9yKSVTMeNULPFgukBvnIqNn0KhUCgUCsXcRrMsVnT2Ygp4tbWp2OIoSpjDDz+cq666imuuuYZt27bxqU99iqqqKo444gj23ntvWltbqaiowOPxEIlEGBkZob29nfXr1/Pcc88xNDSEHDO7uPLKKzn88MPzIlfRlMxjjjmGJ554Iqd9HnvsMY455pic9rnmmmv4zne+k5f63333Xb797W/zyCOPYJomq1ev5rvf/e6E9s+PP/44xx57bPz3Jz/5Se64446MMpxzzjn87ne/A4hf8LmGXqYxWO1CGDHTOg1Js3fQtk1U6gSsRPRZXVi4k+yGRi0vATOx3nDYWk3J1MlpYuYYJsxmfuXMcRlbmFg2GvIQ1BJpV2I+OolGrXT758Jk/MmcOdOc50hI24HKdGZD2dpM2SaLz6XTBFKRigQrmrj/pWURCiXdS0aaFCaTMPe2pflJud+lLb2CaWloSeaz3cEK2/ZRUydkJD4pwYjbluIh7evMIaPLbdqeO6d5oRQOc8KEg1L6Ch35RVPMZXGk7JGp711hJnxJpbM+Tab4ttpM0h05LOMkP4fZzO7TmNHZTSLt5rMim4/mFKcYbFU460hz62V9pLPJIBJmm8iMxuQxogkfYCkkpttumq1pMuV+F8RKXKRpvIfS+VwakaT71xLgMGnXwiKze4DEdq8IQ9gihoqIw9XAYWotzFQ3aJE8tivs5rgApovUe7rYaGPPHmM+o1nMvW0pd9J+w2RmN5AsuT5lmhzUWX27nThkEik5TeGDG3fgsiRvLajD2+emapPj3ZShj1jeEZlw3UygfDJnnquuuoqWlhYuu+wyBgYGGBwc5F//+hf/+te/Mu43/s2rrq7mRz/6EV/60pfyJtOsmcnUNI099tijaO2vW7eOo446isHBhDL04IMP8sgjj/Dggw9y3HHHZa3jzjvv5PLLL2f//fcvpKgljXCBEIKA14URKQNiPpRL/D3oSW9mS2r0molOrIlm98k0yxkyEv5fYdN+K1tSYCX39ZwfjTQ+RUK3MnbMhfPD4vSDMjMnuQ6NpKZssQdMyPMLL11nMk0OShtCZP8+ZtogRaFMVTCd/ozCSvXTVKQhKRqzFIJococ2oqV2vNIMmkgtKfdZst9cOl9cB1IKW3L5wYDftt4wNIyoK2l7Un39svg9+/0RdM2KtzdsOQaPHPeKtOVPFTElNBkNm1Ip9NRgW84dpMNhUZKUu08A3sRDo7ksdJdje5l4hqQlsCJu23osh59blntfGKmKiB7J7V3h7Ivmqv8Jx8JsevFkfNJSlB/n+9Tmkymz5srVQhpST9zPVpnzAbBsgavSKZmWlZtPfPJ5tSyRsr8MJJ4HYQrcA07HU7Jf/6T1Wlggk+4F96hIGbCQycG5osKuVAJJqW2xdDB99vWm08+zGDg/G0nHJJE2hS+dEpl6LzkWaAL7iyTNd8qY+H4TWuqoSsrnO9N7Jp2i7BhMqh0NUhmOsrOinO21tdSuk9T8QflYKjKzZs0aPvGJT/DrX/+ae++9lxdeeAHDmNhqUNd1DjvsME4//XTWrFkzJV/OTBRNyfztb3/L6Ohoxm3efvttPvnJTwJw/PHHs2jRomm1OR41aSKWLl064bo1a9YwODjIqaeeyoUXXojH4+HWW2/l97//Peeccw4bN27E7XZPuD/ERguuvvpq7r777inJPxfw1MZuuZBPw5NlW4VCoVAoFIr5hjamhQ76Z2k+ceWUWTSqq6u59NJLufTSS4lGo2zYsIHt27czPDxMKBTC5/NRWVlJa2sre+65Z1bdZToUTcnMpNCN84c//CH+/1lnnTXtNvfbb78p7bd161ZeeOEFVq5cyX333Yc2Zq5y9NFHMzg4yL333stzzz3H6tWrJ6yjoaGBnp4e7rnnHl555RUOOeSQKcky23FXx2ZCgmU6VUWWRaFQKBQKhaLUcBsxJdNlFiD9mmLe4Ha7WbFiBStWrChK+yVrLmtZFrfffjsAFRUV/Pu//3vRZNmxYwcAq1evjiuY4xx//PHce++98W0m4sILL+R73/se4XCYq6++mvvvv79g8pYy40rmkNuLPxKz03FpFv3Rctt2JprNH6xCD9vyYgZMD31J+wxFfQSjboSEsHQRjtr9NE1Ts+UVREs1m9McJjVOH0m310DXEzIYhm4LT29FHOayDmS68OS5jqRl2366I3PJviwT1ZfJd9Uks9mvSGO65DB3SkmvkG8EtnQKUnf41UmBCGt2a6cSGPG0m0wKmw9wWpPjFHMsYTNVtvnbylT/FMvCZn5qSRNdJK+3+9xYpmZ/ZtKcs5SUOQ6CIXfcb07KCZ4ZR31xGYREuNM1mvRvtnCMzly2gEy2uxcSzZ04sbpuxfxIk/C6E6ZJhqUxEnK8F7LJYDl8LA2BlsF0bzLkaoifsn26NpNPi9Pa0LL7sGlBYT9uKWwpdoRM9TtNvh1TTlmaA3KNJpyMpQZRr9u2nfQZiKTcQi49lltZx4q54EmBleXdk+xzKSWYySl6wjrCca1do0mm1hP5yibJaHodLhmWsL0PNQNEUsoT97Djfek4j6YPTIfJUFKWIaQusRzrpU7qO34mEaSmHHFbiXe0JSDZNSWNqXWKeavT71XHnjLH4XOZdRYu3WvGmdYq02cwnbmsY599unuxgE11+TVfVChmkpJVMh955JG44vYf//EflJWVFU2WpqZYVK+nn34ay7JsiuZ48KLm5ua0+47T2trKF7/4Rf7nf/6HBx54gLVr17Jq1arCCV2i6N7YWzTkchG1Yh8K09IIOL50hqUTTfoKRKWOnvRWDltugmZiij9q6hhWTDEwpRYrSTn2LEvYFAmhSTTHh0xLUiClJOawkiy7buFxmUnbJDrZ2TonsR0msU0h989XO5nyDDpcXdKSoqQm1SnTVZpfpFPR1WUsh2RiC4jEvLUgTQdmnJmOGeC4xybKqRYnndJpTbxeSpEmT6B9vTbWo7WkSFUypUjJ75i8v3A69qX5mdxpT3sMaRCZ7sep4Lzgmr1+4XiPJA88QSyf6DiGqTOSY4ddOM6jMEXhB14gt/dLtk69Y3XML9DeiU++f2MBaxz7ZLuWTvfbaNJAiwZRh2Ih3RpSJt7fMZ9Me3yYyZA8sCiTc6pGNbSQ/Ri1SJaKhV3ZsdzYfYgtIJp8L4zVOYYexh4YyJK2PJiWS4DD2tLyJD3jAixXhvu9CKQLqiOSBwLT3ReZBkFEOgVQ2vMSZ7mfs5JGKRWZbuCJlNixa980PIrHMAm7XJiuYmr802AWBP5RAQcLT8nevb///e/j/+fDVHY6LF++nH333Ze1a9dyxhln8PDDD/Pkk0/y+c9/nrvuuouWlhaOPPLIrPV8+9vfxu+PBcu46qqrCi12SRLuiY3yN/aFiiyJQqFQKBQKRelwYHsXH9jehQb0lPmzbq9Q5JNAIMC2bdvYtm1bXuorSSVzZGSEe+65B4DFixfnnLZkIk488UTq6+vxeDw0NTVxzDHH8MMf/pD+/v6s+/7617/G7/dz3333ceKJJ3L00Ufz29/+Fo/Hwy233ILXm905e+HChZx33nkAPPTQQzz99NPTPqbZxvD7YaQlWdyZOeiTQqFQKBQKxXyhMhimZWiUgEvnpdZm3myZvbkxY+mgSr8o7Pz1r39l6dKlLFu2LC/1laSSedddd8Ujz372s5/NbHaQAw8//DB9fX1Eo1G6u7t54okn+Na3vsWyZcu49957M+575JFH8swzz3DKKadQUVFBWVkZJ5xwAk888QQnnXTSpGX45je/SXl5zJdwXs5mWhDpM6gYjWJYWqxIjYjlspWg6U4pI6Y3XoKmm5CRKIbUxtKWxFKXaMJC1xNF0yQiuYiExcqE1pDCXpyMmxMW9GWVTchiI9OUXBET/F9IhLNIe0kiZ4uabD53pYIUSCtRLEtgmlq8WGPLxkvU1AlHXfES88FMFGmlPg+252e2nJcsSFMkiuMcWZbAMPWkoiXMlOPF8fJxrk9zK6Z7zPL6WijEpXEIKqyk4jzGicwdp3GQwhS2Is2xPBNjZTzVTC5NSCuxv2VpSEPEizDHzJzHS7oXh+O9M11rvbT7J7cBGW+etK++IjymUos1LjWZSDuUVGLuK7HzOulvrcPf1d5gXsTOTK4PrWXxge2dADy/20IGrAo8A1qijM6N96ei9JFSpuSLniol6ZOZb1PZ/fffn9NPP53DDjuMlpYWotEo7777LrfffjsPPfQQAwMDfPzjH+f+++/n5JNPnrCegw8+mH/84x/TkqWxsZGvfvWr/OhHP+Kxxx7jscce49hjj51WnbON6LCFpwF6R2N+tgIwLbtPayDqJhx1JGJ31JNs7x/3r5EQxUVd2SAeVyIAR9h00T2cCBRkGLrNZ1NCim+VlcY3xUjKgxaNuJL8c0jxZRGatLshRdOM6WR7jtPk78pp/+mSrhfjDKLgCOiRcxPJPkFpPsJ5z6MpJCTlNhQuiXDmOkz2H5yos5iu3mnJlWV9LtWnkVlIYffjDGm2NiPOCCCOesJRe+CglPx0Lhnzbx2nzLDlkJRgC1aUXm6n0Jk3z/v97zwmxvzBxldbAms44QtuaRB12cO/Bz0JqxZpCrThpFyJgHBr6GEtIXq6+z35dtSIBWNJRrPLpDnz3U6FJDnS3srJy5wKkuMRFVbMf3AczUwf6GQqssXbc75vTWFTrLzd9pMWqRXJ7o0gBRGXi7B0J1w5k8+ro00pBdFRd+LATYGn1x6AJpv/ZWr+R+wBaJzfDJnlERDYpgokIsWnU3OkyHMFEzVKLVXmmEzpD0QKxzMOiUGT8TZz/AZITaKVG6C5EJaR1s85OuiN53gWkNG3fDIIp7Ka67s7j++dmtEg+3X2UhGOoAEb66sJeTzs/f31mJOwsitVkmNWlCqlLt9coORmMtvb23n88ccBOPzww9lzzz2nVd9FF13EG2+8wXe/+11OO+00DjnkEFatWsVZZ53Fv/71L371q18BYJoma9asIRgMTvcQsnLppZdSWVkJwJVXXlnw9koNX5ML05nMWKFQKBQKhWK+YFkctq2TynCEEa+HN5obeHdBfbGlUijyRsnNZP7xj3/EGgvVefbZZ0+7vpqamozrv/zlL/PSSy9x880309HRwd13382ZZ5457XYzUV9fz0UXXcS1117LM888w7/+9S8+8pGPFLTNUsFVqaGXaeysUg7tCoVCoVAo5ieLhkZwScm7jbVsbKwttjj5RTrNHUqQUpcvBz7/+c/npZ73338/L/WMU3JK5h/+8AcAvF4vn/zkJ2ekzS9/+cvcfPPNQCwlSaGVTICLL76YX/ziFwwMDHDVVVdNW8kUmsib72ohqdzdixCCjqpKIuHYRLoQkoBuN9WLGDpmkmlqtkOTMmEmJInlxTSTUs2YpmZ/oYz7eCQRjWR+HKQlbHI4Tf+ck7NCt6dJMQwtu8lYsc1jp8IEL2qna9CkECCc9hUyd2umjEgByakHLJlyLYXDbDLrMeRDwFxNQ7N8IJ2ZPcb94RLrhd00L5w5zyumPe2E816WGrZUMM5TUqpvJ5nhOkuJ7V4RFmiRJDN7Tdpz9oEtrYUAmymrADSd1PQdtgrscsg0GyWbWApkSoqGXEkxx7Ww3W/Oe0c6/NQtzXHuNIcZqJSpZpTTtS7PlMInTd16WMBIUl5LTWKhYVo6kjHfYdfEdscxdwz7NyTrY+8wKXbmrJRuaTNNdfpECtNx/0jHN8htN+sVFpiupA00UkypreQYhbqENKbYGb+32d47Kdtn/i0Q6LpEF7GCSDWXNcbkGt9fOFrJ2j9IY/6bq1lvvhGWwBSxPofLlGhW6jGJGbb4ivUj07c7UW5PRWlw2223laQOUFJK5ksvvcTbb78NwGmnnUZt7cyM7KxYsSL+/3huzkJTU1PDxRdfzFVXXcULL7zAAw88wGmnnTbl+uqX1ODW0vhUlRhev4uqqkr2iWpsDFfGl7uJ2raT0uHko8U6U8k481xC7ANXhxe/aeBKcgoyLA1fUsIwQ+qYjjyYRJIeUCEz53McXyAT/wq3/Q2suy1cekKGUNSbphebo4/aTJDHj2+T7sn9EJydHtPhS5iPc5Lc8bJAmo5KXY4PfjqfsIwbZMF5jjWZPT+dkZt3gy2Ju4QmzY2mJ8ntbC7qWOYYIZAO/y/nXWLpIJM76ZqF5mhE5uqgkfK8ZFk/BaStcydS64wk3ZAWuJKvnYn9XsKpXIFw3M9NuhuRw5fXcvrtOfwRhSXQp+n4YnrH/O3G0COO+98ALXmZoz3Ta78wlsvua+0KiFgeS9tG05M5ZyQQSPyM+iwahQtrfJBAk7h0I+2u4xi6O3EP6gKXN8uJd1w3o8L5nrHsz33AlTI4pCUPDGkCkaQkCn/mV4+IOnwyBUTKZeL1o4Phc+zkcjqXOoY80j6TWRT+5Oosu4oodYnLBU3CjZCxIH0uh7If8Hjsg8JR5/vZ/ls6T4rTj7TYCpMc86OudlM2HOAAwyKouW0jrPWLq7BqZl7JrGmpBCGQlv2cRa0IbJ58XbMhemupyzcV8hWwJ1+UlJKZHPAnH6ayk6VYF+Wiiy7iZz/7Gb29vVx11VWceuqpU66rd+sALuHOvmGx2QLuPQz8ZUPsahZEPLFb0EvEtpnlMLUQUtqTrkNKBxYSn7oRMYo7ScmMCo3BpK9KVLpSlExpJvegZeqIq2YfupbJEQSFjCeqH8clTVxJPdCASeqHzTm76mQWK5njOsoOI5zbYTjPu5Em4Ew+cXTaY204OjHO6+a0BMqDkimdHSFnk+kCR2XaPlnfkyBcsCMcmVjJdC5Lp2Qmr3acEwuJlTSoIlxmykCQzLVjl03JzAM2JVOmRq8UyQHILHCFM1+HFCXTOaMMdCRfhyxYOvZ7Q9h/C1PEZummgSnsM2q64xi1KGjJbThOgeE4GsuyRyd0hbVUGYvRyU8SIRI1wWUl3k+6xC2jE+0JQNSwEvegKfCEssz+Jwfl0cDwOgKMYdkUIBE17dYGhkAPJ/02hWN95lePFoldu8QOEPYklEzpAiNFAZM2JS1ZgZMivZKZcVYwnZKZ9Fu6JG4ZjD0XMoiGxI1d2R82tXjgHwDhVDIds4DO97mzj5cSXGumkSKu/L/kdbOiu5fWTWHebmxg2BfT+su3DWEODMyoWEITICU9WwdSlEwjy7OhKC719fX09fXx4Q9/mJtuumnK9fztb3/j0ksvzZtcJaNkRqNR7rjjDiAWgTVTlNd8Mz57CtDS0jJj7VZWVnLppZfyzW9+k1dffZW///3vU65LWjJ19K5E2fnQEK2n1/KhNzt5ZkUzIZ9rSlahE20zbukoHR1k6dxmCm1m2j7db2eb8w1J+nNdakxFvnwfUyHPkWT61yLbfpN5pkrxPshVxnysz+U6zMR5zfauyibvZN59pXbt0z0TuV7bXI5pqt+c6Zy3idqUGdZnarMQ19B5Hca/39Npdza9d7bV1NA6OEx1KMwR23ewpaaadxsbYjOB1sxLPt6us+1SmyFT2Fm1ahUPPvgg77zzDkuWLJlyPQ0NDXmUqoSiy/7zn/+ku7sbgM985jO4XDOn/yZr/UcfffSMtQvw1a9+laamWMLdq6++el48yKFOg83VNXijFse+3sGBG3vwBzKbKeWD8ZDaKmy1QqFQKBSKUuDZJW08taQNQwjaBoeKLU5+SDt6UIJljrBq1SoglqGjs7OzyNIkKJmZzKnkxrztttv43Oc+B8QUtGuuuca2ft26dfj9fpYvXz5hHb/+9a+55ZZbAGhubuaMM87IUfLpUV5ezje+8Q3+67/+i3Xr1rFz584Zbb9YbKhvoHORh0Pf62FRT4BFPQFMTRDyaQR9sdtSSImQYGmCriYfnc1eGAvmY1nCFqhHaBJtLFemKTT6R8rspq1S2PJiWlEtNW+lLXhGqiKaeaZYYDnqi4R1IsmLnD5JxWA2KNhOETX7KOp0g5xMToaka52Pc5Y212ZyG47jStdkLpYKjqA+k/qoZpnSSBegxiZeVKAlRZCxTIFp80mT4LZXKBymeiKdOZ5tg0nInIWUQaZkc8ColpIHVh/VitoZ0UzS5Bct7DOQ9ZZ3mBomm3QCaIbASnrfaU5/32Kdz6R2PT06br+ONxSzpJE6GGWJb4rUZcowvB5KmMhM6nFMvt0t0AL2Cq0ykNLuPG0L6mRhi2ojnes1u+kplsM8FlKCD2lREb++Vpq8l1pt2OYTGR72Jk19CkRkCnMTzvdI8m9DEB3wYbg8RA0JPhNXtd0ns6wuEH9uLUsQ2VVmqzvlfq2JoiXnQnasNkbdiGAR51iExHL4/QfwEHK5qIhGWdozwOav7WMzja5916LizudnWFDFbGFcyQRYu3YtH/vYx4ooTYKSUDL7+/t54IEHANhvv/045JBD8lLvyy+/zJo1azj22GM5+eST2X///amvr8cwDNavX8/tt9/OQw89BICu69x0002Ul5fnpe1cOO+887juuuvYuXMnPT09M95+seiv9PHwoa1UBCLsuWuA6sEI/pBJeSA1wl9jX5g93xc8fWQjlmvs42DrtAiHUunoTGazn50MWXtejgotkbosWx2zxOR5vjNtvTPddXYumonxgFyUzsnIY+tUC7tvlIz5++RUXzacinQWJmXFkEaZLvbQTLHbz/7qcyrusuRtFoU55uMYH1SQNj9mSOOfayV9N3JUMmP7p1mffO7SfDLsFaSud+6edh/nouRjcLqHJ0V3lekGqwqBlSjpjLlivt3jK7Irh5oeG3QG0r9rS+E7myaa3DsNjRzSuZM9+3uJNmjsqKqOr436i/0WyI3ZYDVW6vLlwmGHHRY3k920adOU6znooIO4+uqr8yVWaSiZf/nLXwiHY0Ohk53FnCymafLwww/z8MMPT7hNfX09t9xyCx/96Efz2vZk8fv9fPvb3+aCCy4oSvvFZqTMw1v71tiWWUlBdTTDYvm2IZZsD3Doq/28uFIlK1YoFAqFQjF36PeX8ciSpZy4ZRPL+/tsSqZCkYmamho2b9487XoOPPBADjzwwDxIFKMklMzx3Ji6ruc1R+Upp5zCLbfcwnPPPcerr75KV1cXvb29SCmpq6vjwAMP5KSTTuKcc86hqqoqb+1OhS9+8Yv8+Mc/Zvv27UWVY6ZwjQgsTywarhQQdqZnsLAN0b7V6MM32EXzUJA9Xx9m3dIGhCc5cZuMj0rJ8RiOMz1amRJ+M50dzxTqyITTwtdp5jlX8loVesCx1EY0HZFdc55BEGmmKAqM0wxOSuz3nyAlN21K2hbnTE2Os6c5Ix0zJzJLpMxJ1jnrcM6o4YiKm+015Jxdc87+ltrzlQ6HdYuw0kxh5/vaOutL976ebpvZnqeUa1f8GShn+87I8imkJOWVsWjwE27PzMzQTgVNo6u8nObRUZpGh9lVXpl9n1KllM6roiiUhJL5zDPPTGm/c845h3POOWfC9U1NTXz+85/n85///BQlmx7HHHPMpAP5eL1etm3bVmCJSofF3302532GgaY1DbS0DxN9wM/68xIvXykklj7mk6nrWF6R8mFKvhTSEqkd3nyTj/qzfOz1iihaUiI1nz8S/3ZGDZ3gkCMJWjR7nSVPNpOyXJEzMB6RYwNSd/hKSVJ9obJV6bAOnzbZ2pMkmR6CbqRpNGmR5ZZYfkev2m/YtsnauXR2kNM9cxkOXlqCZMdpEdbQg44ObmYJUigFS7xc0UPpzpv9/yR325jZp8MXMBnNEjDLMh4IE9wjyf6PIjW10XSQafwlA5o9HY1hzyGJ8zzniGbG0pgkGhgTJbkRh7+vaWiMdw0lxHyUk3wyp0S23URSkQLDMegsROJdYJpaqjLuqL+qIojfM/EN2GVUYwWTbugSeGZjeYhjgqxb0ETzps0sHeinq7IitoGY5d9txbykJJRMhWKyCB2iPYWPRKtQKBQKhUIx0yzt7wcgNINZFvJNKcyIZ6PU5ZsLlEwKE4UiG+5qDSEEoc5ZNkSuUCgUCoVCkYUl/QMs7x8grOu8sWBBscVRKKbF7B0mUcw7zFDMRka4NQgWWRiFQqFQKBSKPLK8vx9TCB5fsjiesm1W4vDRL0lKXb5pMhVXQSEEPp+P6upqli9fzqpVq9h3332nLINSMhWzBisMUkq89S4YwvGCEDAefl4IzLCe8oK2+WvNRK7FGUDTTdzuRNx9b1J+MwkpwQ+kyDF1y2T88CYwOREAWvbgQ8LpR5cSDMORC8758SrEpZxEnIlCWtoIM43PcM4pd/ImTv5w5MfTHLnqLLcW90sSzkBW6arLkPMytt6xg+HIeWkJtFCST6ZRmNtpVuIIKpbsn5jyzM4VnMGOHMeZ4qOZa/AY5+6m/VymS3Fif/fZ34XCdMhspuYstby23bGSe31pdBgZ1DG0JH/FfHwrHf7hKXF6ojGHTBEVSKkRNhyxBBzn2fbN0STSZa8wGPYQNRPHYBi6bb0Z1kvPd1qLnRuXZbGrvGx2K5iKkuC2225D5MGX96CDDuK6667j2GOPzXlfpWQqZhXGiBVTMtNFah7/8EgBhoZMCXmY/KUrmIiFxXFMLpeFS0/0TFx6Qsk0TG1qUUicCl2KCI7zmEmJ1CfRIXVEEk4ReTaMiOab6UYFzhAptGDk2IawxjuXCSwrkZdPypgPtq2JFKXSud4pk2NQxXREEDUFWmQOvBcKjBSOuCP5Dr5ViuQaXHYK50SkpoS2r08Nmmp7NziVTM20Bxey3CAdvbxkRVmm0WNEVJvZkRY5lq9UF7Hn0RTIXDxikgLmjGNE9di7hNg7wXQombZgRiVC8nVxW1luDIViEixevBghBIFAgO7u7vhyr9dLbW0tAP39/fEUkkIIGhoa8Pl8DA0NMTg4CMCrr77KCSecwG9+85ucZ0fVUIliVjH8fgjNLSivC2ffWKFQKBQKhWKWMOJ1UxsM449EUtZpHmg4spxF/1ZN84mVuKpLuQsvZkmZu2zZsoW77rqLiooKvF4v//Vf/8Vrr73G6OgoHR0ddHR0MDo6ymuvvcbFF1+Mx+OhvLycv/3tb/T399Pe3s6Pf/xjqqqqkFJy3nnn5ZyLs5TvUIUihd6XA0hLUr/baLFFUSgUCoVCocgbbyxsBOCobdtpGE30c/yEWHpWA7UHlOFvcVOxzMtun6pjtzPrWHp2PW0fr8FVobr0igQdHR2ccsop7Nq1iyeffJKf/OQnHHDAAWhJptiapnHAAQdw3XXX8cQTT9Dd3c2pp55Ke3s7LS0tXHLJJTz55JOUlZVhGAa/+MUvcpJBmcsqZhcGDL0XpnpvHwv7R9hZW5F+OwvsCfewm9SkcwzJ1ckuaw6/AoySOaq0LIFpJV4Yg6P++P9GVEeGHWZCk/GlymAjJqSImRrFfzOhaacAhCYQkdzOQ7bTavqtjMNjIipSzDBzJcf0jKWB00Q2+bpISs/sOJ0pdijJVE+A5by3dIlIyisok30spUCEHfn1DIFIyngkrFQzuZLzzSoG2R4Xad9GatJmP5vN7HNWkuZ5kZ6k/zUwKxI3qBYWaGHHM5jtvDgnUxz3e8yc27EsSSbPgLQ951oU3MHEBuEqQbTC/h1Mdl+YbB7vaZHOjDiLHXKKb6oDy5t80KR8D4ygK9GGBKKO90IpxmQYe38P+v282NrMoTs6OXRnJ5trqnm3qYE9yzoQluCN6ma6/ZWURcLsP9iJryqKiYbXr7H4/zWwrmohfd5yqjZZVN/+fBGPh9L63qSj1OWbJtdddx27du3immuuYeXKlVm3P+yww7jkkkv4zne+w49//GN+/vOfA3DAAQewZs0afv7zn/PII4/kJIMa9lDMOnY9OYy0YN8dvZPfqVAvkxKzuLAskSjj/miFVDDGAlPks2TFeb5TKinAcRYDKexlSnUwuz6kVtI9a439Ti5OJEnnaHyfRBkPrJIoU7jfFHPnmZouDks7qctEmUpvajJjfsn3q4Xtfa6ZoBlJxQTNkPGS1r99LuJ8qG3vApHyXij189BTWc7jy5YQ0nWWDQxywvub8FoWm+uqaW8pJ1xrMdDo5qnd2/j/9ljGo3vsxhsLGhFIDhzq4OChbUQrSvwgFQXngQceQAjBiSeeOOl9PvzhDwPw4IMP2pafdNJJAGzbti0nGZSSqZh9WDDU5cNrWrT1DBVbmpLBEzKoHIzgCRnZN1YoFAqFQlGSRFwuHl+2mF3lZbgsSVjXWN9YN+H2HdVVPLz7UnrK/NSEw+xJ1wxKmwbnAHepljlMe3s7AC7X5I1WdT1m/dbR0WFb3tzcDEAwmFv+QGUuq5iV9Gwpo6IlxD47+9leVwH6PBovsSwWDgSoCEap6AhTNRzFHzTRrIRl0s5mH+/sVo2JG5dhsKRnBJdp8W5zrQqNrlAoFApFqaNpvNy6MOY3oGeP+mvqGi+1tnDsxi1UGwH6ZkZKRYlSWVlJOBzm2WefnZS5LMCzzz4b3zeZceWyvr4+JxmUkqmYlWiDQbaLOnaz+jhqXRdrF7YQWZBhWEoASb5caefws4VNd6ZDcDsddhzbm9jNHKeUTiS2v8swOWTLLsoiBmURw+7GIyDk1xmscRPwumjZGaClM8TCzlDc9XR8+9rRMM/v0TL59lMyRkhE0rmTAptvltOnqCC5JDVpv37O8zpbJ3Knc7LS7SuzrM+VFDPlNO3leos7fbFMEmaxAqThvAE1ZPJzHE34ZAopEM7t0/hgKqaG7RbSIDlfTEqu3Lk6SyAd/0/3GCWZFQdhTzMiLFJ8MJ1+n1F/YgfTI1JTmDi/g/PBZnw2mHs7ky8ny5zjILqQMpYTu5hMx81jpsiTfDt27OCWW27h/vvvZ8uWLQwPD9PY2MiSJUs49thj+eQnP8l+++2Xl7Zy4fDDD+f+++/nBz/4AWeccQaLFy/OuP3WrVv57//+b4QQHH744bZ1b7/9NgALFizISQalZCpmJcaWbXAjjJ5SRdViOL5jE9vDFbzVOjbK4nx36BLdm/gax3Qj+8c1anrwhQ2OfHcnHsNECkF/mZcXljdRHYgQ0t1EdHeiDq+JGA8mJAWWo4MrpR5TNG2NZjiodP6EY4EkVm3spDoYwRSCIZ+H7bUV9JX7iC400f2J4zAMjc1LK6jvCdHUGaZi2CTk0tnWUMFuPcM0DofYa0cf7y6a2OwmVS77/7aE5E7/FkPYgzYU4hvjlgjXxJEhpKEhkhouSB/KcakkaQJJZdx/Bj6+SYnb89Kas8/gTExviWkHgNEdQaK0iD1wldP3TYvalcj50F8uCo53l3QEc7Ec94IwHcFV5sh1ERa285AcRMcZrCbtvZjtQUwZU5FYnsRCLWxvxx2Q6JHEgmiZRqApScn0xXJlxusTjt+6nBmnKds3RE77/WcLXpTtoRfSPhDqlKeUSDqWrKdoAiWyYXgUj2XRS3keBVNMxM0338zFF1/M8PCwbXl7ezvt7e0888wzDA8Pc8MNN8y4bF/72te4//776enp4bDDDuO73/0un/70p1NmKYeGhvjzn//M1VdfTXd3N0IILrroIts24/6dRxxxRE4yKCVTMavpeHCIqr281B5dy5K+EZqHAmzcd3fQs+9bORxh//UDaKbEY1hopox/b4PuWAWNIyFOen07upSxWAJCIKQk4HHx6oo66ofCLN45gsuQjPpcdNX5ieoa9UNh/EGTnko/7zfXTvn4XIbFqk07qQlF2FXh58Vlzbb1HlcIndSefW+Dj66acszhRI9iV5Wf497awe7dg/RVeOmuVh8hhUKhUCjmAosGhtivqxsJbKKRWrYUTRYpbcYOJcl05bvhhhv4+te/DsDixYs599xzOfzww6mqqmLHjh289957/P3vf7elDJlJjj/+eC6//HK+//3v093dzXnnncf555/P7rvvTkNDA0IIuru72bhxI5ZlxaNNX3755Rx77LHxejZt2sQDDzyAlJKTTz45JxmUkqmY9Qy9G6bjwN0oW9HLnp0DrNrcxeJwgL4KLx01FfRWekFPNum02O+9AVp2BRGMmZt6dUI+F76IgduSPL3XQiIeF/tv7WbBQJAhr4eqYCyW/KjHTUUkylGv7YpVJ8DQBXXDEeqHY9uMv7vqR8MEPC466uwjR9lwGQZ77RiirXsYTUJnpZ+XlzRN70RpGk/v2cJx72znA5t30V/uRUjQpeStljr6K/3Z61AoFAqFQlFSHLxjJwtGAphC8ELbQtimuveFZO3atfzXf/0XAKeddhp33nknfn+iD3XooYcCcMkllxCNZvPFKhzXXnstu+++O5dddhk9PT2Ypsl7773Hhg0bAGxpjOrr67nuuus4++yzbXUsW7aMUCgEJAIDTRZ1FyrmBNWv9xAYqWWrz8te/ij+sElbeJTFvaNIIOTWCZTpRNwadYMRvFELQxMYLsGzhzZheDSiI54Us651SxpZt2TshyniJmBVgRD79PTQW+tlU1sFCB0rImnqD+E2JV01XqTh5iOvb2Nx7zCjXjemLgj4XViaRnkwwqoNXeiWJOrSCLt0orrAFzXxRk28hoUAoprgtbYGOmvS5wOtfKgc71DCXCrZlEpYoIdTEg2yxdNMW0M3dSPhmM8mcPjGTrqqy3iztZ6IO+m1kM7vyLKoCBv4DIOI7mLY702sc0m725KrAEOZIQ2ZYWRQREXpmU3mwzw2Sx3OY7b9zsf5cJoIZ2pv6k3YLeuct68UdiuxLPn0FAUkkzWsZl8oZkHaiMngzD2rBzTbuoz5HQVYjh6XcLxfnb+lwGaWLl3Clskn0KChJZklW26BkTRWaLnBcsQOsP1O9xqdGUt+e5PT8eWWk6jQ8Tv23StVm9kJcOZBTvJfbxwdZcFIgGGPh+cXtWJpGtXq3VhQzjvvPCzLYsmSJdxxxx02BdOJ2+2ecN1McM455/CpT32Ke+65h0cffZS33nqL/v5+AGpra1mxYgXHHXcc//7v/47P50tbR67K5ThKyVTMCcx338f7LhiaoGu3Wl771N6YCwO09o7QOByiMhShbjBmVioFbGqt4P3dq6bc3lCZjxcOaEryyQQ0jV31ZfFtJBpBl079aJgPbdgZ36y3wkfdaAghY8qvN2riDxvxWVVD1+ir8LKhpZpeX2aT1qandmG+tzEn2S1gK4AQbLhhFXWRUQ7c1k3zYIDmwQA9FT7eaGsg5HXHFIuxD9nCgWH26urDHzVT8oe/vbCObQ01MR+f5A+6Lm3xkvKhiGgRe89IpviDzVDnIbnZlCA4U5DBeXJyqCNtPrwC+aIm/i/MebadVqefWza/ZsXMMBnfQpHpAZmdpPhg5mJvJ9IMuhki62BQsg+y5cIWeC1S7fBP1Ow+l5ZbIpP7hk4Z5svzlO4Y7U71swLbvZLkA794cBCAtc2tSKmN5QeeeflszIbgX1OU77nnnuPVV18F4NJLL6W8vPRdj3w+H5/+9Kf59Kc/PaPtKiVTMWcJed2831LL+xAL/ONPhB2NfVsL/wZ8dEUriwZG8UUMXFLS1jtM/UiIqK7x6tIGeqoTSmn6wD8FF5HeSj+P7ruY2uEg++3opWEkxHHvtDNQ5uW9pmqEFOzb0UtZ1EAC/X4vfeU+wi4df9SgrX+YfXf2URE2eGtxbuGtFQqFQqFQ5IhlsdvAIAsCI9REwhhCYCVb+JS6gjeL+etf/xr//xOf+ET8/97eXvr6+mhsbKSmpqYIkpUeSslUKAqJprFj3B9Tk7zbWhvLeVWCuSr7K/08tXcrlYEw+7f3UhMIs2pLzO9UAjurynmjtdH+IQPea6rjqPfbWdI3xIjfxdamqc8QKxQKhUKhmJja0SAH7+jEa1lxXXLU7bFvVOwZ6jmcwmTt2rVAzFexsbGRm266ieuvv5733nsvvs0+++zDl770Jb7yla/g8XgmqqooGIZhM5d1uQqnCiolUzEn2e23G5HeJF9BIVJCfkvN4eNgZMm/4DSNctqoO9fnGrosXUhyK7PNi9nRlVsbyUjJPtfvSNvuABojPi+RD1dgVpu011YR8qS+Lqrf1mn5Rwe7NI3Fx8G+O/oYKPcwWJ6w65fehJ+mNMfSTkwDYTrSiVmO6zgTI7jp8ttl+2DlKlgO20tEqnVigb/vM2KOle4Y5p4V5pxDpoyhyZTndFb6007j3nOmDwEQurTV6RpN40/u/J3sC6s5fqeTyXktxAT/zxQCMh5UutXOTfPkY15SSPu1T0kHJUGzLA7u7KQhEEQCG6treL+6jopohJCuuvMzxXjOyCVLlnDmmWfy5z//OWWbd955h69//evcfffd3H///VRXV8+0mDbWr1/PjTfeyMMPP8x7770XD/gjhGDPPffkwx/+MOeeey577713XttVd6ViTmJ07UJapfYVKT2MrdsnXgd0ffhIhhZMrHy7gjJex/a7NJZ8qp7D3+/ikX3bMF2x3o3UEkpmSkdzipREYJ9cZJgBgW2Kd6H9MRWKLEinMjNLUhXmFedBOgPQaLkHKbM958LxWGY5qfFt58XJn+U4Ahq1DQywd28vGpJBj5dXFywkMqZYjnjTB2spJkKWyHc6A+PyDQ0N2ZZ7vV68yZMUSViWxeCYD+yzzz5LOBymubmZn/zkJ5x66qn4fD5efPFFvvGNb/D888/z1FNPsWbNGpuJ7UxzxRVX8KMf/ciWpmQcKSXr16/n3Xff5X//93/51re+xXe/+928ta2UTIVCkReiAxYbWMAeVhcffK+DJ/dumVS+UoVCoVAoFHY0y2LR0BC7DQ1SHo1iCMFrjQvoqqycMxGbS4G2tjbb76uvvpprrrkm7baBQCCuqIXDYcrKynj88cfZa6+94tusXr2aRx99lCOOOILXX3+dv/3tb7zwwgscdthhBTuGibj44ov52c9+Fpd5n332YdWqVTQ3NyOlpKurixdeeIG3334b0zT5/ve/z8jICNdff31e2ldKpkKhyBvdWhW+mhEW941y0LZeenYvy76TQqFQKBQKysMRVnT1UB0M4ZIybh3cUV7BG01NJRnPIS2zKLrs9u3bqapKxJKYaBYTSEnxsWbNGpuCOY7f7+f73/8+p512GgB33HHHjCuZzz77LDfccANCCFasWMGvf/1rjjzyyLTbPvfcc5x77rmsW7eOn/3sZ3ziE5/giCOOmLYMSslUKBQTUrHDRGoTT0eWd9qTDFfsNNlc1kKdtpWF/aP4tgZoX5S0v5bqr1X0UOuFoMh2Qs6YC6VutqSY4wh7qiEhsfuCz9X7M8txZX0unbkRnW7/mn2ZdJolO/wX46c8g2+pdDQiChG8ZbrpQ5zHqGWpZEb89FPPkzYWU8HStJSLl+I6IqF1YIj9uroBCOs6vV4fXRXldJVXpATc8/UKPIMTH1jFTmPCdQo7VVVVNiUzEy6XC5/PRygUAuAjH/nIhNsef/zxuFwuDMPgpZdeyousuXDTTTcBsNtuu/HMM89k9As94ogjePLJJzn00EPZvHkzv/rVr5SSqVAoCkv5XWvJJQNU2T1rKQN2umDZWfUsCQ3wVqicobLYyKCEVBNambtfUrERssQC56XJsSn1pCTuFumDAc2y8w4of7JSJN19laxDpomRlqwXCMnsDASUA0KmUSwmsY/tvDj1EpfM+ggnD+LJyQTNcQwCOn240u6fIRBb2m3TBSkTadZlqmMcTaJ57HEDpJk4iJj49lG3gijODhqGR1nZ3glARNd4tXUBfeX+2EozNRCWPxJhv65uTCF4rm0Rox5vxo9M83NBtKdeLZj802YOR5dta2tjw4YNALS2tk64nc/no6Ghgc7OTnbt2jWltqbDk08+iRCCb37zm5MKPFRdXc1ll13Gueeey1NPPZUXGZSSqVAo8o8BO+4bpOZzNRz+XicP79eG5ZolZj4KhUKhUEwDKRI6s9u0WLV1JxFdw2PGtP6IrrNuQSM95eVgWaxq7wBgbWsLo17v7BwAnCesWLEirmSaZuasBOPrC5kmZCK6umLZBw455JBJ73PooYcC0NnZmRcZVK9PoVAUhEifycB6cFmSD763s9jiKBQKhUIxI/RWlBPWNUwheHJZG8PeWK7Efr+X7nI/btPk0I5ODt/WztFbt+EzTTbXVDPsK71IsQo7q1evjv+/adOmCbcbGhqip6cHgEWLFhVcLifjvqWjo6OT3md820x+qbmgZjIVCkXBGO2Akf3KaOkPsN/WHt5sa0S6HL4pprBbT82SEVybnOPmqGPIdDad0z0wp2lPtvqc+fRmI1nS6SlKlGxmjw4fTSwx+y5tro+zBC2cQz5Ixs5RuvzJ4+uznTRH/UKCFknsJLVUH0x0SE26mwHh2H4yJsHO06BJpJCxv1Kk99NP9j1NcgVAl+hu+2ySYQnkuBxTNdvMtE+6d69l4bIsjLEZq726evCYFgM+L0GPh83bWtGisf2i5RpvHGJw6M5OakJhJLC9qpL3Ghvi1bU8baGFJ75BPFu6KWmvy1kU+CdXzjjjDC655BKklNxzzz18/OMfT7vdPffcEzc3P+qoo6Yq5ZRZunQpr7/+Og888IBNMc7EfffdB8CyZcvyIoNSMhUKRUF5bUkDVYEOFveO0Ffho6O20r7BXPATTP6gpvN9nHb9OVYo0nROnXKV4HmedYqGYnJk8dkciwQ0c/JMFYfulRJ0x4FNF5GgRSbRRJbcmjnj2F0z7Eqm6UpTf8q1ScKpROqOhIjZNJ90l1lLKlaad1fK/WJv3+1UMsOOrq3zEKdxSiuDIZpHRjCFRl0gRH0gRMil4zFN3JaMfwoEEHK5eG5JCwKoeOhNrLFZoopFLew6bDFr21phLDiQM2psxRMbMPv7J5SjpBXMOc7SpUv5xCc+wZ133smf//xnPve5z3H88cfbtuns7OSKK64AwOPx8LnPfW7G5TzllFN47bXX+PnPf85JJ53Ecccdl3H7Rx55hF/84hcIITjllFPyIsNsHd9WKBSzBU3jmb0WYmqCA7f2UB6aRE9LoVAoFIoSYuHAMB/asoM9egbZu7ufptEgUoDPMNEtSUdVOb1lPoa9HnZUVfDE7m3ZU45o2uxJS5ILcpaUKfLjH/+YxsZGLMvitNNO41vf+hZPPfUUL730EjfeeCMrV66kvb0dgGuvvbYo5rIXXXQRVVVVRKNRTjrpJM4//3xefvllLCthKmBZFi+//DJf+cpXOPnkk4lGo1RVVXHRRRflRQY1k6lQKAqO4dJ5fvkCPvheJ0du2Mkj+7alhGRXKBQKhaIUqQkEOWjnLkwheHFxM5olaR4ZZUNDLRG3q/QjqSryypIlS/jHP/7BGWecwY4dO/jhD3/ID3/4Q9s2Qgi+/e1vc9lllxVFxoaGBu68804++tGPEolE+NWvfsWvfvUrPB4PdXV1CCHo7e0lEokN/Esp8Xg8/PWvf6W+vj4vMqhenkKhKBzSQkQ1RFRjyFvG2wvrcJsWR2xIBAJS3+ZJMFscVYtAAQapFYr5zWx6iKRAOsr48nx9XDTLYtW2nUjgmd0WMegpo99bzjv1TRjSjRYRWYsNy0KLiowllndqFlPsGcoCz2QCrFy5kjfffJNrr72WQw45hOrqarxeL0uXLuWcc87hxRdf5Hvf+970GpkmH/7wh3n++ef5wAc+gJQSKSXhcJidO3fS0dFBOByOL1+5ciVr167lhBNOyFv7aiZToVAUDGtgkD0u3I60Ym9z8+gD6TwsxMLBAPu29/BWawPSY5Gcik0Pzr6xL6fvVcrHSyM1GFCuimOO2yf3rwQx/yupJ/LqCTO3ICQzglOGFP80+0+j3LIHAXHcOiJq7+CJ6CwMMDNXSQ5MJWaFR6Ydie0hE8gUnaYUB9BENOmHDsJwvpcAbfKCS13ar6XLoRxJkfquSRHKXrLFONOSvhEyrBEMldk3cMnp3VBSoCU5PR7U0YUmJa82NxF0ednjtwNYb2/IqUrLSviNGjs7Wfrt7ozbm1bm1BiK0qCmpoYrrrgi7n9Zihx00EG88MILvPjiizz88MO8+eab9PX1AVBXV8d+++3HiSeeyAc+8IG8t62UTIVCUVgsMxbMARCW5JUljRyzvp0lPcP0lvvprCkvsoCKOUOKIl6CvXyFQjFzTHPwzGUYLBgNMOp2s6syFrROSBn7rk2Hua5E5nEmuWCUunx5ZuXKlaxcuXJG25x9UwYKhWJ2o2k8vWcLlhAcvHUXfhUISKFQKBQlyB59/QhgfWN+fNQUivmEUjIVCsWM4RoMU77FhbfdxxtlsdDuH3p/ZyKM+1xlLMp/comP9E5Ucm5jmvvPRiZKa6CYVcwal2OHWedcIOW9NKVKmPicZKszjY9crjIJKWwFS8RyF1tp6p/kMUotVhaMjBIVgp5yZXGTC85rWKpFUViUuaxCoZgxrNfeZtFrid+9B/mpP7yCIzZ18tzyFiC7P85sIEVmp5uS5uiPOTpoUjBtRdGW0FwSG1J0+o6WOtlOQfJ5E6QOm84RRWDWk+5es92fJXih0ihNmXJYluIhZENIUvNeSmm/Xs7VmtNB0tFbl1nmLia6F+JKocj+bkr2N5cgTedqx8XLdQxTSKQOWBZe06Tf782xAoVi5ti2bVtB6l28ePG061BKpkKhKBr9rwXh6CYaAgH23tnL+oXKJEmhUCgUpUNE14stgkIxIUuXLs17nUIIDMPIvmEWlLmsQqEoKq/WNxN06yzrHqJpcLTY4igUCoVCAZqGoWksGAmwb9euYkszu5jJNCTTKXOA8RQk+S75QM1kKhSK4qJpPL17C8e9u51Dt+7iid18hDzuYkulUCgUinnOU8taWLW1k7ahYUyhsb6podgiKRQ2fvvb3xZbhAlRSqZCoSgqu9/WCW4XXTXlLDxglCO37eCJRUtAixlaSB17LsRSwCmOwyErrR9p0jKRxkfIltdSyNz8CdO0J5J8rQQgtDS5MYvMdKXRRzX7qXeceDEeACRP7SkmiWOWQFiO39J+fxZlRiFNsBqbO2Gah3g2+l1mRGLLBwkg3QKZfOzOY3aelqjdIC5t/t3kfZw+oMTuD6FnyKeZa/5R5/t1KvfXWCMht5cnl7Zx3MattA0N8c5CpWQqSouzzz672CJMiFIyFQpFUTHf3wzAKNBPNXUHejh0105eaVoEZI8jMSOkVRoz9HSydWrSKYW21WmCX2SKgJROyU1RhCch1yxDWM7+51zTAuYITqVybFna/4uFIOUZy1WpdD6is0Ipne57It3+mX6Th2Bu2SrI8/0kdY326kp27xukcXgEKWbDhVUoik8pdN8UCoUCgP43DPq8furCQZYN9hZbHIVCoVAo2FhfgwUcsLO72KLMCsbHbEq6FPskzQOUkqlQKEqKlxsWEtE0lg31UxscCwQ0xxz1C4HK/aVQ5I9ZMQs5W5gD72/D5aK7ogz3XM/prFDkEaVkKhSK0kLTWLugDQkc3NOJN2IgDBEveemoJHd6rJgvUM7FYsKStc2JfDbHStp6s8gyG6Lm2XLZp4v0NweT3StiprLCxF6S7+00swyFFypmih8vwl6mQj7qyJXpnrNcz7uQwl6iAhHREiXpXR0vubyrnNdFA6lJWykKlkXDaBBTmcpODufDUKplDnDxxRfT1dVVsPr//ve/c+edd05pX6VkKhSKkiPscvN6w0I0JKs622E2jB6nU5omqVSqUO0KhWK2kqKkzsH3zoKRUXQpeb+httiiKBQ2brjhBpYuXcqFF17Ili1b8lKnYRj89a9/5aCDDuLjH/8469evn1I9SslUKBQlSY+/nK0VNfhNg4O7O4stjkKhUCjmKbXBMACdleVFlkShsHPmmWcSDof5n//5H3bffXc++MEPcuONN9LZmVu/yTRNnnzySc4991yam5v51Kc+xRtvvMHSpUs5/vjjpySbii6rUChKB9OkbKeIW7G000iNK0RjMMBuA/1sqRkbRU4eIc8WYj8d2cxkch2Bn4Uj9pMxFEpjyTbhuhQT1zk2k6GYJlN5TgtM8uzbbLWcm67c+ThuW/qlEriuWcl2zGmOoTwSRQIBt+o2T4rZ8P4vdfkmyR/+8AcuuOACrrjiCh5++GGee+45nn/+eS644ALa2tpYuXIlBx98ME1NTdTW1lJbW0swGKS/v5/+/n42bNjAiy++yOuvv044HBtMkVLS2NjIlVdeybnnnovLNbX7Xj0tCoWiZLBCIZr+51nbss2fWMm+jdvYc6CXfq+PwXK/bX26TlLWjo5z/Rz52OSCMIgfd3kkxILQKF2+ckZdHtA0pI7N1kUzsZ8nl+O0CbBciSVaOv/ZTFqrYm7hzF/q8GXLptwUPB2Iw6RTgO3+nK1KZ06M+T8mIzVys3Fzpn6ZQi7euE+sNnYJ8q2pOrPn6NJ+jFbM1zSxAWA69hn7q8z/FKXIYYcdxkMPPcSLL77IDTfcwN133004HGbbtm1s376du+++O+P+UiaeuUMPPZQvfelLfOYzn6G8fHoz90rJVCgUJY7G882tfKhjGyt3dfB42xKMKY6qKVJZMtzPHkO9CGD34f54Z8pCENF1Brxeusor6PaUg1BdLIVCMf/YWVlB80iAZb0DKFVzEqiZzKKwcuVKbr/9doaGhrj33nt57LHHeOqpp9i4ceOE+5SVlXH44Ydz1FFHcfrpp3PggQfmTR7VU1MoFCVP0OPhjcYFHNjdxREd7TzVuhg09aGfKi7D4MDuXfjMKOVGlKjQeLN2AXWRID4jiscy8VgmPtOgOTDKwsAoEogKjWGPlx5vGR1VlUSUsq9QKOYBO6vK2b9TsEdPP/1LfPS+WWyJFIqJqaqq4rOf/Syf/exnAeju7qa9vZ3u7m76+vrw+Xw0NjbS2NjI7rvvjq7rBZFD9RAUCsWsoKu8km2hIEuGhzhwVxevNy8stkizlgN7umgIBzERjLg8vNTYgqG56PUnTGOkHjNfcxkGLYERGkdHqYyGqQsHqQ8H2XOol2G3h5cXtChlU6FQzG00jceXL+aoTdupbQ0xWKVhDM2CqOdFYjbkbC51+fLJuEI508zLqYAdO3bw3e9+l5UrV9LY2IjP56OtrY0PfehDXHnllbz5ZvohKiklN9xwA3vvvTder5fly5fzve99j0gkMmFbxxxzDEIIhBDous5bb72VUbYtW7bEt7/mmmumc5gKxZyg5qkt7PH7Xvb4fS/mP3SGdC8LAqMsHhgASJt/L5fUHuly9KUUZ85K53pyS+/o3H7crWnKZbIn07JYODJEXShIWNN5dNHuPL9gMYaWqiTWroc9ft/L0j8N4v27ybtmK0+2LOPhlmW8Vr+AXp+fymiEo9u3UB0KYrklVrkZL6ZXIl1JRU9z0Iq5idMHrhRS0wliPZ7x4rgX54UPJtjOgdTB8khbIdc8lM7zqDuee5eMLRsrKc99updfru1rGYoOssKwFVFmIvxGvODIxemUUTNADwtM082G2nqEAPMze9F93hF0n3cEw586PDeZFYp5wrwbfr755pu5+OKLGR4eti1vb2+nvb2dZ555huHhYW644YaUfdesWcOtt94a/71x40auvPJKnnnmGR544IGs082WZXHNNdfw17/+NS/HolDMB4zOLuhMJBp+9eTDOTK4mb37ehjw+Rj2+Gzbyxz7KLGdxv5aFnsM9tEYHAVgyONlQ009Ec1t3zzb8NxUQrfmKLfHMNh9qJe6UBCPaaJLiSUEhqYR1XQiuk5I1wm5XJRFDVp9Hlb09SHGmlpf3ZCxfu+gifn2e/HfrsPrY/9oGt3+SnZVVlIbHOXQrp0c1rmD17UmOqqSgjJpjmAvQk4pKIhi7iGFGmMoFs74NilTDbkOAE12VG28zVwGxaZKcntCorlTZxyTX02mkLYTI4VEYD9RYqwKf9QAoHuhjxHv2P4+jcq8CT9HUD6ZCuaZknnDDTfw9a9/HYDFixdz7rnncvjhh1NVVcWOHTt47733+Pvf/46Wxtfrn//8J7feeiu1tbV85zvf4bDDDuPtt9/miiuu4P/+7//4zW9+w7nnnptVhrvuuovXX389r461CsW8QtN4vqWVD7ZvY+XOHTzZugRDn/6rTLMsPrhzG37TIDYZKig3oiwMjBDRNDQpGXF72V5eTedYxDWXtPCYViys/XR8RC2LhaMjLAiM4DVNwrpOV1kFO8sqbPVqlsVuQ/0sGh3GZxoIwBCCiKYT0HVclonbsiiLRqmIxiwsxpVKv6uKDreHHRWVdFRUYklneNjc6fOX80LzIlZ2dXBQxy727RIICa8sb6TXXTG9yhUKhaLE8BtRAIbdniJLolCUPvNGyVy7di3/9V//BcBpp53GnXfeid+fGHU/9NBDAbjkkkuIRqMp+995550A/O53v+Pf/u3fAFi1ahUHH3wwBx98MHfeeWdGJbOqqopQKEQkEuGqq67i3nvvzduxKRTzCgkBl4c365vYv3cXq3bu4JmWtmkpeXXBUQ7s6cIlLbZU1vBebWyWrzIcYu/+HiqiYUyhURMJURsJsX9/bL/xsW4JRDWNPq+frVU1DPj9adsBqA0GqA6H8VgmbtOkNhyizIjGlUEJVEWhKRRgv75dhHQXUU1DlzK+nYmg1+tnY3Udgz5/+qkBEVNK/UaUkMvNQp+PHeFIXK8UBghr4jkF4Rz8l/Zl4zMSQ14/j7UuZVXXdiojsXdnRTBKr3sW5s9TKBT5Z7Y/+5bFIZ2d1IeCCMACFXguG2omU8E8UjLPO+88LMtiyZIl3HHHHTYF04nb7U5ZtmPHDgCOPfZY2/KDDjqIurq6+PqJqK2t5dRTT+XGG2/kvvvu46WXXuIDH/jAFI5EoZjfLPrZS6DFtJfh1eVU7Q779e7izcbm+DaaZbHbYD+14RAjLi8bKuvsnYIk5WfRyAD7DPQggQ1V9Wytqo2vG/b6eLG5Na5caZZF68ggNdFQ3DTVEBrlRoSacIgFwVGag7FIrIYQDHh9vF3fSMjtAcviiJ3tVEXtPtwWMbPcnWWVtFdUYWkammWxcHSIhaMjVEXDeMxY0rYht5ctVTV0+cttx9PypIHv0TcmPGdCQMNuNXi3DEzenNg0bd/g+j+8SH0GlwD/2TVIDV5bXsfOpnKwDCyHEmsmK65SjPXWkuQM6QllVMb8oBRkNK0W6Tpzyb/HcyEK+7KC42hPJvn6xa7xDF/bSeRonTd+mRlI55OYTKaBqUQlGdYJiXQ0MK3Tnu7+Tx7cEqn5eqUlbO8mEdUymvIvGRyiIRRkxOUm6HKzvbJqOhIrFPOGeaFkPvfcc7z66qsAXHrppVNKLtrU1ATAE088wamnnhpfvm7dOvr6+thvv/2y1nH55Zdz6623EgqFuOqqq3jwwQdzlkOhmO/IJCVt15Mg9m5g4egI/d4BesrK2auvh6bAKBqxvkUDQZoDwzy1YEnK6PPioX72HOrFEBrPLlicNUqqpWlsq6plazo/JmJ+krsNDVAZDVMejdAQCrJ6xzaCugu3ZeKSki5/OduqqglrLkIuF9a4TNLezo7KGnZU1kzqnGimRIbDGTYQyEgUGYkgrakN30rDAMOYcL0uLHbV+GIK5jjO6UstqSNnOXw2x7Yf74Cq/v4UmUjhjE9hz6AsitlJ8j2S6+uiFGaHJHm7z12GwfK+PkwEz07TYkahmG/Mi6clOdDOJz7xifj/vb29bNiwgYGxKJWZOP300wE466yz+N///V9eeOEFfve733HKKaek1DsRLS0tfPnLXwZiPp7PPfdcDkehUCjSsXZBK6YQ7NvXw+r2rSwIjBLWXbze0MRDi5expaIGr2VyeHc7WImps2WDvew51EtUaDw9CQVzMkRcLt6ra+Cl5kU80baUZ1raGPD68FgmAthQU8drCxbS7y8j4PEkFMw5gqUpDUahUMxuykNhVm7t4LgNWzhxw1ZcUvJ+TZ1SMHNgWtHSZ7AoCsu8mMlcu3YtAMuWLaOxsZGbbrqJ66+/nvfeS0RO3GefffjSl77EV77yFTyeVIfuj3/845x++un8/e9/56tf/apt3fHHHz+poD8A3/rWt/jNb35DIBDgyiuv5OGHH57GkSkUCkvTWLuwlb37eohoOlurqmN+imNsqGnAaxgsDI1wSO9OtlbUsO/ALryWSVjTeba5LW0Kj3ww6vHywsLWgtRdakigfjAUU+RVZ0yhUMxCvBGDoza3I4j52ff7vWysqaXfqwKZKRS5Mi+UzLfffhuAJUuWcOaZZ/LnP/85ZZt33nmHr3/969x9993cf//9VFdX29YLIfjrX//Kj370I2699Va2b99OS0sLn/3sZ7niiitwTXIWZMGCBZx//vn85Cc/4ZFHHuHJJ59k9erV0z9IhWI+YposeMlCCjfbWQiAD/AlRajp30PnzfpmvN07qI8Eqe8LYgFby6t5r7o+VSGS0PiqhWbal9nIsz/XdEdUfdsHMbNvVlC6BmtZWNPP/hv7WbdHPWgyzXElLdAE0uGTKd0ykYNGCgjNw5nRNOautvMoQTMc5yVLTnhLk4n7M4+mhLlQErMG6UyJx5aJNKvnIpO6DtM5EZO6t2bgTCe7H4Rcqetk+m3369yFAJ5f3EJ/eWywsmKbRtOWid+wnsGJ3QjmLUVNijtJSl2+OcCcVzIty2JwcBCAZ599lnA4THNzMz/5yU849dRT8fl8vPjii3zjG9/g+eef56mnnmLNmjVpc1m6XC4uv/xyLr/88mnJdNlll/HLX/6SkZERrrzySp544olp1adQzFekYVB299qM2wTOOwKjDF5uXMTSoV4qoxHermvMOHtZdf/rWKFQvsUtGMVWMAF6RmqoWjBEa3eArvoyuut9WRwynOE/Ym6a4x0+aY1nWZ+HJAf2Me3BVoQELWLfNllxSNdvsjxJ26TGQSkMzk58qXXoJCnKRrbzOB8QUiALPSLgPLeFbE6CCE7iPSIkmmXROBok6HLFFUyA6s1m1u+MQqFIZc5/wQOBAHJsZDwcDlNWVsbjjz/O//t//4/a2lr8fj+rV6/m0Ucfjeeu/Nvf/sYLL7xQMJkaGhr42te+BsCTTz6pTGYVihlic1U9b9QvLJh57HznxRWNWAIOXd/Dsu1DxRZHoVAoJs2h2zoRwPqmumKLMvuRs6QoCsqcVzJ9Pp/t95o1a9hrr71StvP7/Xz/+9+P/77jjjsKKtcll1wSN8m98sorC9qWQqFQzAQBv5tHDl2IoQuW7RgutjgKhUIxKeqHAzQEQgz4PHRWVxZbHIUirzz22GOcddZZ7LHHHlRWVuJyueKuhOM89dRT3Hjjjfzxj3/MW7tzfjjf5XLh8/kIjZm+feQjH5lw2+OPPx6Xy4VhGLz00ksFlau2tpavf/3rXHPNNTz//PP885//5OSTT55yfUITsXxQ85zYeYj9VRSXUrkWCx/uRJZ5c9rHikaKLnc+mYlrUfnyVvbobwYEoSUeKqrCiByDANleYWLuZdsQSSWOM1eoCVo0yTzWAuH0uXSMwKecJ2dmGId7VMHPq2U3PRWWSD2GLBRaxrTXInm9nKMms05TbIffs2WCTHoQpTM1rj7N6Z8051QQu0fFVB1js12nbHVaFgfv2IUEXlncjH+XxuJ/DcZX6539GHPoezARmb4TIk1e44x1zYLoraUuXz4IBAKcffbZ3H333QBxy850+oLL5eKrX/0qQghWrVrFHnvsMe3257ySCdDW1saGDRsAaG2dONKjz+ejoaGBzs5Odu3aVXC5vv71r/Ozn/2M/v5+rrrqqmkpmfVLanBrqVFx5xtCE9S0VIIQU84HqMgPJXMtzEHIdVJtSU0hJCkaM3MtorBzO2jQuF8l7qoqFmm+nJRM6dISHUILXN6594lq9LjtfV6nX6AJmmZXMnPqeDs0JynA9GfTSqdJOvmSOqSaK7cOKqR2APOt8Amg0euO1T22QGr2Ruekkuk8JsdvqYNMemST/0eAdCqZkzlHmbYZU0aaXGPXYoaVTH8kyr67+vFVVLClppJGfzllukZ9387ERh5gt9opCDa7yPSdiFoR2FwkwRRT5j//8z/55z//iZSSVatWcdRRR3Hdddel3faII47ggAMOYN26ddx1111885vfnHb7c+8LnoYVK1bElUzTzBwiY3z9ZKPFToeqqiouueQSLr/8cl566SXuvffeuF9orvRuHcAl3HmWcPYhNAFS0rN1QCmZRUZdi9JhJq6FcMGC4yopX+whJALsHCljB5GclAvL1BI9ewvc4Rw1kxJnXP/rCEcS/V7nrJ8JWtgxk5nDJZNplEzD1gCFVzKlffZVM0pTyQToCEYSSqaulEzL5VAydfu9I12FUTIBdkTDM6pk7t/RzaKBYcLA+zWVvFXhhWiYilEdtvRPQZDZTabvhCGjuVU2G3weS12+aXLXXXfx4IMPIoTglltu4XOf+xzAhEomwL//+7/zxhtv8MQTTyglc7KsXr2ae++9F4BNmzZx8MEHp91uaGiInp4eABYtWjQjsn3ta1/jpz/9KT09PVx99dXcc889U6pHWrLwEeFmCVKOnQ+l2BQddS1Kh0JeC80Lu32mHs0jiA5Z9L44yoaP7YEkmJuMWX7PBSYTc2I6x53uHBb7POaj/UIcg/NazIf7LxvO+2WmzslMx2IpC0dYNDCMKQRPL1tEwJuwBJMwb79ZE30n5JS0f0Ux+d3vfocQgrPOOiuuYGbj0EMPBWJpHfPBnA/8A3DGGWfE7Y8zKXH33HNP/EE66qijZkS2iooKvvGNbwDw+uuvc9ddd81IuwqFQjEdXG2tuJa04Vq6iN0+04jm0eh528OO5ysJmc2YubnBzltESsRDEfdnmq3jhinHNFsYz+03J6cwJyDNtUq+/7Leg1ON6unU7mfyXpGCgMuNJQSmJgi6vWN+w7Eyq+5ZhWICxmPL/Od//uek92lubgagu7s7LzLMCyVz6dKlfOITnwDgz3/+M4888kjKNp2dnVxxxRUAeDyeSWv9+eD888+PX9gf/ehHM9auQqFQTJV3vrGIty9vpPGjFpoX3m2r5qUvL2D9tXWsv7aO0IrcZjEBsMbMKq2x/+cikqRjBC0i7CWaCPaTq6lsvIl0ulI+zWQdioIwU4sWFfGSq6lsUXAqVnNV0cyi9AnH/Tlu+iyssWsbFfZiOEqa9c76Ukvihk1W9hJKX4aS7pgsYS86tiIs0KM6Oysq8JoWe+3sTXkGFdNEpg5WlFqZ64MJvb29QG6WmeMTbZaVn5f2vFAyAX784x/T2NiIZVmcdtppfOtb3+Kpp57ipZde4sYbb2TlypW0t7cDcO21186YuSzE0qeM2z6Pm+sqFApFqbPv9n4qwgbbGsrZuKi62OIoFArFpHmrvpGQrrN0cIC2wYFii6NQ5JXxNIkDAwOT3mfjxo0ANDQ05EWGeaNkLlmyhH/84x8sWrSIUCjED3/4Q1avXs3KlSs5//zzaW9vRwjB5ZdfzmWXXTbj8n35y1+eUcVWoVAopsN+O7pZ0j1CwKPz5mKVvFyhUMwyNI2n2pZgaBr79PbQNKpy++aN6ZpRz1SZw+y5554APP/885Pe569//SvAhLFrcmXeKJkAK1eu5M033+Taa6/lkEMOobq6Gq/Xy9KlSznnnHN48cUX+d73vlcU2Xw+H5dffnlR2lYoFIpcaD6hksX9w4z6XTxx6AI0v0Rz58kmMskMTmqOInLsH0yl02FlKbl2WtKZJKYxL42XPJzGtP502U7cNDpqNvNei9iFSk5EOVssT+dJ53PSpMtp6TQ7dDwT6UwSbeavZppiOepyPHPO+8vefjoTW+f9mHpc468ZU9d4ZlEblhAc1NVFdSBItALMYw+JF9ey3Qp3jhWKAnHqqacipeTGG29kdHQ06/b33Xcf99xzD0II/u3f/i0vMgipQkbNaoaGhqiuruYYPqZSmBALwd2wWy09W/rnbXS4UkFdi9Ihn9eicXUFNSv8DJS7efXw6ngeTMPQMY1E5vapfFmskJ7wxZSgBe2Z4IUR61TGfzsVMmebk5BhUoFNbDskrZqMApW0vwBaXV52jiRSmGjR/Ab4SXElFGCUS/t65/Byju0L076PZjiCpQhsaTDS+j9laXMmUpi0+D2JFCZONLCcOSHnAdJtP9cpeTGnywSK6yKPlx2R8ORuRWduT8dv2/0mwPI6ajUFmpG0vSGoDIU4fGfMZerZlsUEPIloswufNvE98MJkJJvVZPpOGDLK49zL4OAgVVVVE9Yx3idddvkP0H2+Qos8LcxQiE3f/3bWY5qtDA0NsWzZMvr7+1m9ejV//OMfWbRoEZqmIYRg3bp1rFixguHhYW644Qa+973vYRgGbW1tbNiwAbd7+jrFvJrJVCgUCsXU8Ta6qN7HR2TQ5LkDGuMKpkKhUMxmRrw+Xl6wEAEcvnM7bsPIuo9CUcpUVVXxl7/8BZfLxZNPPsmyZctYvXp1fP23vvUtVq9eTWNjI9dccw3RaBSv18udd96ZFwUTlJKpUCgUiknSfHwlSNhx/4BSMBUKxZyi31/OuoYmdCk5smMbWp4ibM5Hih05dtIRZuc4xx9/PI8++ihtbW1Eo1GefvrpeErHBx54gGeeeYZIJIKUkra2Nh577DEOO+ywvLXvyltNCoVCoZizDH/xUNz6Nnp8ZWy4Yg/q63pw62Z8/UjIy2iSuawQuZvMClfCzk3KNOaKhoYwE7Zx+ohmM5kVpn3zcX+w6eDsiCS3kc5cVjp07+T9xy1VNSPJmi/f1ojSYT4oHedFkGKqGjN/TTJDnoxMTn9PpxzZTJmzVV8CfpyFNtktOunu3zz70EoN23SG09R6apXaf2a8XyWIqPMgHddSl8ixBR3VVXhNkz37ezlyxzaebllM3z4ufI1HxDdv+v+2YbTvmN4xKBQzxAc/+EE2bNjAHXfcwX333cfLL7/Mrl27ME2T+vp6Dj74YD760Y9y9tln40kyE88HSslUKBQKRVYaa/phGEZWGyypbkdz9PQihovR5N7eVHrkWmJ/AeBQMqUAqSXVK+waXapiI6YfSCdZSXQobII0h2l3I01RMvMV3CcTKZchWYFEpij/Yjw/aZr9JyLj5ZXYFZUp+MYWQ6GznTeZRoj5MPXBNM99Gp9gZ77WmT6NKYNPDpmkBiLpodhcV4vXMFgyPMiqzh2sbV5EuC7xrml8vqzAEisU+cXtdvPZz36Wz372szParrJ3UigUCkVWqsNhEBCpVp8NhUIxt3mvrpEufznV0TAHd3cWWxyFYlaiegsKhUKhyIrPMDC8xZZCoVAoZoY3mhbS5/XRGAqwoqer2OIoFLMOpWQqFAqFIisCidRAQ6aYyuatjVzt6KSjzARZ2kuXJzAXGcfz9yWX6ZCa11CkypRNrmKcZ0VpMBvznU4XIePH+9KCFkZcbhaNDrNsoHf+nIPpku4dU4pFUVCUT6ZCoVAoJoUG+F1RAAxHhBtdy4OjocisaDqDkggLe747M/89QJsPpjMioUzT53T6fyXXBeCIq+BUIqUWy1UY3yeaxqcsR7Sw47ewNyodfqQpSLsfqdQdLpfpTvssDPSTNWBSlvyMsw6Reu2lhu0mtzxJN7kFWiT7QWc6L0Vxa80W3MgRCEgA1vh50TWebWtj9bat7D7YT8itx6KaKRQljq5ne7FPjBACIw9pfNRMpkKhUCiyEtV1tEixpVAoFIqZxdI0nm5twxCCfXt68NepF2E2ip2aRKUwASnltEo+UDOZCoVCocjKsMeDf9QAwwKXGp9UKBTzB8Pl4pnWNo5q307zvqNsf9dFuHv6Mz0KRaG4+uqrs24zOjrKu+++y8MPP0woFGLVqlV85CMfyZsMSslUKBQKRVb6ynwsGA3g3QXhFhgI+W3rgxH39O0HHYOnluFQZiOaLeedM79jIXCaxxYaIbGZ3BY63ck40mGGnMxcH/GfFJI5mdIk6xEk5Zmd7OHaUsEwc/dwXkmTjink8fB8yyKObG+n9YxaNr/fjBF1oQciyJffKpKgJczsfzxmNZNRMsfp6+vjC1/4Avfffz+f/OQnufDCC/Mig1IyFQqFQpGVQZ8PgPLNMSWzb6QMK6kDapl2hXBS1jaObaSViHQjJRC2+5RoAQ09nGhTM0T+OzLO+grcUUrpuMv8d8qzpS+VgoTzTLqAGA7TspRrW+ScljAz/pHCYsL8n7PWPzOL3Fo0x/oc16Vk9fAMcskMuTyHfT5eWriQD3TuZMleXTy+eAnuXj8tLxdGTIViJqirq+Nvf/sbhx9+OJdccgmHHXYYRxxxxLTrVTZPCoVCochKv9+LUQb+beDfNhunJhQKhWL69JaX82ZjE7qUHLV9G5ql3ocpFDtq7GSLIo6u63zta1/DNE2uv/76vNSplEyFQqFQZEfTiDSMBdlUcS8UCsU8ZkdVFe/V1eGxLA4Nbi22OApFXth3330BePbZZ/NSn1IyFQqFQpGV6mAI/zaIVkFgWbGlUSgUiuKyubaObVVVlEmD1tNrii1OSVHsqLEquuzUGBkZAaC3tzcv9SmfTIVCoVBkZXnHIABP79VMuCP10yEd5kdSOvwlpUBGksY1LYEw7A5hWlBLfPgl6I78jkhR0EA8wkpf53Q6I450okgXWO5EM7HgRVnkyuJ/mIt8Io2Z2GT87jIFBkrn11doH8Wi+EA6zp1IFsKRXxJK1E8zSaaUfJFZtk9LlntPukC6ExtJTdrrtMAVKPB8x3T9RDM8gO80NuGLmixoHqX6a7uxrqaFplcMfA+8MDVZFYoi8sc//hGA5ubmvNSnZjIVCoVCMTEaLP6PGhqjI0RcGkGXG8sQSImtpCCJdcbGSlwJTS6WvQgzpsDEiynsxXLsPwNMd7Q76RTE+6bO34ikMimhctw+W3VqdH/azOXz5ryHU+7fbPtrMl5S7tlSVMRz5NWWhQx4vTRFRlke6sLwz4GDUswrNm7cyPnnn8/NN9+MEIKTTz45L/WqmUyFQqFQpEXzQdvptbirdfpdfl7bv6bYIikUCkXJ8XzLIo7avo3FQ0O4fDqBYgtUbGZDYJ1Sl2+aLFuW3a/FsiwGBgYYHh6OL2toaOCKK67IiwxKyVQoFAoFen0diMQIfMtxAm9t7PfQJnhtVSshXyixQ5oPtEya2khORxLfPjnnniUQln3EXyTXOxMdgIlmYPNV/QQTGnN51ksx95j2/Zq8/1yd5NM0nmlbzNFbt9BS1k/3wbWMbEmsNvv7iyaaYn6yZcuWnPc57LDD+O1vf8uiRYvyIoNSMhUKhWK+o+ms/84e6JgctmknlcEoupT0VXp4d3ENA0f4gLBNa7Iimr3zaAqEkfDA0IN2n0shQQ/NcA/Taf5ppc9LmUw+zGNtOJ1S5Jgf5gTtT6rOYiipDhlK0t9wppmu8jSZfYo9IDHN9oUJWjjpIXCMPc3IgEu68zyddtMJLQWWpvFU22KO2baVxlUutn1sIT3l5QgJy7/zBtbo6DQanV3MBtP7Updvupx99tlZt9E0jcrKSpYuXcrq1as5+OCD8yqDUjIVCoVCQXkowpGbduCyJFFdY3t9Be8sqy22WAqFQjFrMFwunmlt46jt2zikcyfPLWplxOsrtliKechvf/vbYougAv8oFArFvEeDD26MKZjrWuv5//ZfwtuL64otlUKhUMw6gh4Pa8fMDQ/v2IEvMg8TC6cL9FaKRVFQlJKpUCgU85zmY8txScmbrfVsb6gqtjgKhUIxqxn0+Xm1eSGalBy5Yzuap9gSKRQzjzKXVSgUinlOxTIPIx4325IVzKiGTBqAF1HNlh9Rc+S4FA5/R2ESS00y/rsQo8ZOf0rT8TvH0eq8y5guzUOefRlnyq8oOd+n1LAfh5oRSKTsSSbbxXGuTndv5Nsf15bnE6Qj56nQQJJHp0lpz6sqRQnE/pmh+7W7vJy3GhrYt6eHRf9ZyRuj+wIanhEL/9/neB7N2TBTWOryzQGUkqlQKBTzGH+rGyEE7dWV9g6oaQ/co4eETYnTomm6ikX4aNsUWyvz+qKQpUc9QQyRnPfJJym5551KpeYI3uI878U+53OJAivzMxJTyqHYzjgzElwoqZGkh6O9ugavYbJ8oJ+9a9t5urUN74CL1r/PgEyKecHvf//7gtR71llnTbsOpWQqFArFPKasxQ1Ab7m/yJIoFArF3GNjfT0+06BteJhVHR28VtZWbJEKjoouO3Occ845CJFf+wAhhFIyFQqFQjE9Ajui1B0CjSMBBqqV45BCoVDkm7eaFuA1TJqCAfazOhiYgTb1Mo2a/XyUtXmQhqTj/waxwjPQsGLGkbI0NWalZCoUCsU8JrgjirQkbX3DbHc1xJdLgW2oV1jORIkzJGAGNCPpR4mMnNtkkKAl+7UCwkXWc1cKx2FDYvOvtTwS6XKsT0IzsJlazwscz0veKOS9IEEYjmUaJE+KmP6E9adIt30xKIW8sZmYwAb+lZYWDm/fTmN4lMjXdufdygXx1Uv+MYD12tt5E2Hhh6soX+pBCIG0JEITNB9XRedjQ9QdUk6k12DoXaVxzgU2b95cbBEmRCmZCoVCMc8Z3himcg9BTSDAoKcMiHU0pVaCioKz/1ZqHUwHNp9RKBlleFoIMvqalkRwF0V2JOkvVHr3QkUeeL5lER9q305LZIiQqbGhPjawZ/ny1x1fdFo1Za0ewr0Gu54eJrTTYMmnailb7GHZ2Q0xxVNKgp1RooNpHNnzgQr8M2MsWbKk2CJMiFIyFQqFYp7T/ewIlXv4aAkPxZVMhUKhUOQZTePp1jaO3raNZQMDLB0YQAPkgcCBDSBBSpBRyej2CF2PD8NYwDV3jYYZAStgoXmg9aM1uCp0osMmA+uCjG4J03JqDf4FbkbbI3Q8MBhvdvs9/bScUoM0JEPrQyw4rpLGoypt2ygU+UYpmQqFQjHPsUKxv16rFGzhFAqFYg6jaTy1eDHHbtmMe8yXTgiIDltEB000r8BVrlG53Evl7l6kBUInPgNpBiysiMRdo2MGLLwNLpqPi6WfklIysiXMzv8bsjVphaH9noH477pDymJB33TiSmxeUTOZCpSSqVAoFPMeV1UsCWJU6EWWJAuzzFR2LuH0NcX5ez4yB01JnZk40qUFUkwfS9N4ZNnuuAyD5pER9uruw1UBgwNVDGytgNfWU7ZYo+7gMoQuiA6ZRPoM3FU6Fbt7cZULRreG6fjnEGhQs58fd41OYHuE0c2RrO33rB2l5aRqGg4vp+eZ0Rk4YsV8RCmZCoVCMc+pPyRmIrvZX5dQGEqwAy3SjI7Pev/G2YIz16GVfl18/VxHjOUPjf+W0/dfLIXz5rjOkwrgNNMXvBTOU66kJJ+NnVfD5aK9pob2qipO2LKZyiVBXjpmIXturGR0Uz+jm1IVRt+bQTy1OkPvjAXusWDgjWBO4oxuiWCGLGr29TPyfphQV36tWFQKk9Li/fff57777uP111+nt7eXYDCYMSKtEIJHHnlk2u0qJVOhUCjmOZ5aHQkEXN5ii6JQKBTzD01jV1k5C0dHqAyFMm4a6jQIdU5fKWy/f4DFH6+l9fQaBtYF6X0+MO06FaXFyMgI559/PrfffnuKUimlTMmvKePm2/kZZVZKpkKhUMxzzLBEAJplYWla1u0VCoVCkV/eq6tj4egIe/T1MTID7UV6Tbb8pY+2j9ZQe0AZVXv7MLe4YEseKlc+mUXHsixOP/10HnvsMaSUNDY2smjRIl577TWEEKxevZr+/n7Wr19PNBpFCMFee+1Fc3Nz3mRQvQmFQqGY5wy+HTO1OmC4o8iSTAKJrQMjRaIoCoPTrExYImYuO16ks8zRiyGwp28ZtwnMh6lssXBeOweaaS9JhzyvzA0LjbAgonsI6S4aggH6T96DkU+sihd5xIEFadcYtNj8hz66nxtBaIKGD1Sw+FO1BWlLMbPccccdPProowD84Ac/YOfOnfz+97+Pr3/88cd5/fXX6e/v5+c//zkVFRX09vZyzTXX8Nhjj+VFBqVkKhQKxTxndEuUAd1PnRFkSaA3re9jSVCKMs1HZKqyMe+UDzFHBzgcSqcwEgUVBCh/OB6YcT/n7RVVaIB3txG6D9biZWiZv6DiDLweZNNtvYS6o3iqdDTf9OrL9n4olTKX+fOf/wzA6tWr+eY3v4mmaWnNYMvKyvjqV7/KY489RiAQ4OMf/zjbt2/PiwxKyVQoFAoFm3z1AFRHM/sDKRQKhaIwbKmsQQK7DQ3MfOMWRIdj+Uw0XakHs51XXnkFIQRf+MIXJrX9IYccwvnnn09fXx8/+9nP8iKDuosUCoVCwe6hHiSwoayx2KIoFArF/ETTGPD4KDeiuMyZz1vsX+DGikqMUTVtPdvp7e0FYOnSpfFlbrc7/n8gkBro6ZRTTgHgwQcfzIsMSslUKBQKBXLMjCbo8cRSM5SgCaDUHcVlL5ajSM1u0jinzBpnGJuZmQFaRMSLMO0lZ7NKkaaUIknyzZd7SWqJ4jQRloK5b3M4Q0iROM/v19YigOWDfUnnfwZuOA30Mo1QT3T6daX4aZdoySOXXXYZQoh4efzxx/PbQI6MK5RlZWXxZVVVVfH/OzpSYzCUl5cD0N7enhcZlJKpUCgUCqyS7dk7cHT07R3e1PUlr7jMQkQ+Om6z8LrM28GKWXitZh1J57ivrBxDCBqDgRk99+WtboQQBDan5uZUZOb111/npz/9abHFsNHW1gZAV1dXfFlzc3NckVy7dm3KPm+//TYQi0ybD5SSqVAoFAo8lqHi6igUCkUJEHK58FjmjLYp3DFN1gjkQcEo9gzlDM5kWpbFF7/4RQzDoKmpKT+V5oGDDz4YgNdee822/EMf+hBSSm644QYikcSAwtDQED/+8Y8RQrD33nvnRQalZCoUCoWCcitCUHdn31ChUCgUBSWi6WhyZof93BUxlcAMKn/MXPj5z3/Oiy++yD777DPpIDszwQknnICUkn/84x+25eeeey4QCwy0//77c+mll/LVr36V/fffPz6T+dnPfjYvMiglU6FQKOY55UvcaMBOb2WxRckvafwxnSa289YEstCk87PMxfRvuvvPBrIdY6kcZwH81xQZsCyqI2Eiuj6jzZbv7kVKSbBr+gGHJnNrl0KZLtu3b+fKK68E4Je//CUejycPteaHM844g8WLF7Nt2zY2bdoUX/6xj32Ms88+GyklGzZs4Prrr+eXv/xlPG3J8ccfzwUXXJAXGVx5qUWhUCgUs5ay1tiHsdNbFf/yzgqlyyFjVpktUjrLIskizbn/XIlpkvfjcuaYcwxXSx0sl5x4+zRCOddLbWIhhSWKo/QU4oZIOg1pr9McuQcVDhwXWyZpPUuGBtGlZGNV9YyK5K1zER00VT7UHPjKV77CyMgIZ599NkcffTSPPfZYsUWKU1NTw5YtW9Kuu/XWW/ngBz/ILbfcwltvvUU0GmWPPfbgs5/9LBdddBGalp85SKVkKhQKxTzHU+dCAhGXMpdVKBSKYlEWibBXby+GEGyuqpmxdl2VGkIThPIwiwnMjtnvacp355138sADD1BXV8dPfvKT/Mg0QwghWLNmDWvWrCloO8pcVqFQKOY5YvxLkKeIcgqFQqHIDc2yOGJHOwJ4qbkF8jSbNBnclWP+mPkI+jMPGBgY4MILLwTgRz/6EY2NKr90OtRMpkKhUMxzhtaH8De72X20l40VYx/L2WAum40UE800v8XE66WYfSaz6UyGraQJaiEBx2RFPsxn7Q2CSO6rZjONFZnNY1OaEyCcxznLrtNsIflayTRmz5JZ+JAUg0n4HxzR3o7LsninvoGyVzxUhhL5Kn2dowW1YtW8Y0pmND+tiHQm8iXGuHxDQ0O25V6vF6/Xm3Hfyy67jM7OTo488siSCvaTzB//+EfOOOOMeMqSYqBmMhUKhWKeM/RuGAlUGaH4slLvIEyW8c5O/HgKlIi7ZBFguWWi5GFoOfmcpsuZKWTMbzJRsJV0aQQSSedjJbYwQ1SmUgyQM01SzmspICf4X5FXDujspDIaoaOigm01NVQ8uQHPv16KF+v1dwravqc6FmTICs2/i9zW1kZ1dXW8/Pd//3fG7Z9++mluvvlmXC4Xv/rVrxApI16lwVlnncWCBQv4zGc+wz/+8Q9Mc2ZT4oCayVQoFIp5j+aL9dMNocYdFQqFYsawLA7t7KQxGGDI42HdguaiiFGx3Iu0JKHOmVdEis327dupqqqK/840ixmJRPjSl76ElJKvf/3r7L///jMh4pQJBAL85S9/4S9/+Qt1dXX853/+J5/5zGf44Ac/OCPtqx6FQqFQzHN8jTF7ylFXZhMhhUKhUOQHXyTCUdu30RgM0Ofz8eyi1qLJ4q11ERnMo4KZxsKhJAtQVVVlK5mUzB/84Ae88847LF68mKuvvnp656jAPPLII3zhC1+guroaKSW9vb386le/YvXq1SxdupTLL7+ct956q6AyKCVToVAo5jme2pipVK+7rMiSKApNyZhhZmNW5NDJA7PBfDubfCrZbG5YFvt07+Lo7dsoMwy2V1byUnMrmqWhGaAZgJzZADxSgjRL+SYsPuvXr4+b0v7iF78oqq/jZDj22GP5zW9+Q1dXF/fccw//8R//gdcby4W6detWfvjDH3LAAQdw0EEHcd1119He3p53GUpSybzssssQQsTL448/PuW6rrnmGltdmUq2dt59910+/vGPU1NTQ2VlJaeeeiovv/zyhNs//vjjtvo/9alPZZX3nHPOiW+vUCgUM4GrLPYpiOp63MdtTvQXhaP/K4h99caL8xjT+PnN+vMgQQ+JeNEi+ff9S+tzmSyClqboMl4QMtWv04rlMI0XQySKFQsUlFxmwi/T7meahwadsypWmlJsnNfEcBSrBP1I84zUYsGzxovUHf7DAvuLJl0BPIbBQTt38uHNm1gyNERY13l2UStvNS1gt3sDLL38hXgxBwZn9hgNie7Ls0pQ7FnKScxi5sJPf/pTIpEIy5YtIxAIcMcdd6SUN998M779o48+Gl8+Ojqae4N5wu1287GPfYw777yTXbt2cdttt3HiiSeiaRpSSt544w2+8Y1vsNtuu3HMMcdw8803MzAwkJe2S84n8/XXX+enP/1pscVIYd26dRx11FEMDiYe/AcffJBHHnmEBx98kOOOOy5rHXfeeSeXX355ydtwKxSK+UXVXj4sIKCpPJk2BKU9wzSXUeddMduxLBqCQfzRKK3Dw1RFwgAEXS421NaxM8kPUJgWWMXzhxQ6yEjRmp8VhMOx67dp0yY+/elPZ93+2muvjf+/efPmkpj5rKio4KyzzuKss85i165d/OUvf+H222/nhRdeQErJU089xVNPPcUFF1xAMBicdnslpWRalsUXv/hFDMOgqamJXbt25bX+devWZVy/dOnSCdetWbOGwcFBTj31VC688EI8Hg+33norv//97znnnHPYuHEjbnfmDpqUkquvvpq77757SvIrFApFvqnax4vu09jsrZ3RvGwKhUIxl1nV0UFtOBaxWwKDXi9vNzQy5PMVVzAH/kVuhEsQ3BEGPHmpczbMbJe6fIWmqamJCy64gAsuuIBNmzbxpz/9ieuvv56BgQEikfyMOJSUkvnzn/+cF198kX322YfTTz89axjhXNlvv/2mtN/WrVt54YUXWLlyJffddx/aWEfs6KOPZnBwkHvvvZfnnnuO1atXT1hHQ0MDPT093HPPPbzyyisccsghU5JFoVAo8kn54piPxjZfXbFFKTgpeS8nafGYbDJb6h0TIVNNfG0yF0H+dOcso4yToRh2zFO4d/JOpnZn4Nqm5MmUOHLNzo28mVJP+t8lke6kYzKE7VzLMZP0ZCrCIWrCIQY9XjbW1hLu82NaLtgFFWna00fCFGses/mEKpDQ+/wodYvyo2TORW677TZuu+22jNtcc801fOc73wHgscce45hjjim8YNPkvffe409/+hN//vOfbdaa+aBklMzt27dz5ZVXAvDLX/6Sxx57rMgSJdixYwcAq1evjiuY4xx//PHce++98W0m4sILL+R73/se4XCYq6++mvvvv79g8ioUCsVk0XyxDpOlafZ++2z3RRzHcRy2Y5wZV74ZJ6WPX4Q+v00xN9PpHUkb5OojJWN1zjgOGZOPaUZ03mxtFNq8O811EpojRo3OrEdqID1JB1pu4K8Ix3+GQ25kkk+ujGgQtPcN9+npAeC1pgWEXB6W3/oGVga/vKIpmMdX4vJr9LwwghXNY8WlHswKSl++ArJz507uuOMO/vSnP/HKK68AMWtLiKVwOfXUU/PSTsnYRn3lK19hZGSEs88+m6OPPrrY4thoamoCYglYLcvuif/EE08A0NycObdRa2srX/ziFwF44IEHWLt2bQEkVSgUitzQ3WKmAxkqFArFnMVlGNSGQwx7PITcpTszqJdpVCz3Eu436H9l+v53itJmaGiIW2+9lRNOOIHFixdzySWX8PLLLyOlRAjBsccey80330xXVxd/+9vf8tJmScxk3nnnnTzwwAPU1dXxk5/8pNjipLB8+XL23Xdf1q5dyxlnnMEFF1yAx+Phtttu46677qKlpYUjjzwyaz3f/va3ueWWWwgGg1x11VX861//mgHpFQqFYmJ0v4Y05vGQrkKhUOSRRSPDCGBjTW1ioSy9d2zVPj6EEHQ/NZz3upVPZmkQiUS4//77+dOf/sSDDz4Y97Ucn7U8+OCDOfPMM/n0pz/NwoUL895+0ZXMgYEBLrzwQgB+9KMf0djYWLC2TjzxRF555RWGh4epqalhxYoVnHTSSXz5y1+mtrY2476//vWvOeGEE7jvvvu477774ss9Hg+33HJLxuSt4yxcuJDzzjuP66+/noceeoinn36aD33oQ9M+LoVCoZgqul8jtMuA/H9fFAqFYt7REAwggV3+pGiiJZSWrmZ/P2VLPPiaXEgpCXYYxRZJUQA+//nPc/fddzM8HBtEGFcsly1bxqc//WnOPPNM9t5774LKUHRz2csuu4zOzk6OPPJIvvCFLxS0rYcffpi+vj6i0Sjd3d088cQTfOtb32LZsmXce++9Gfc98sgjeeaZZzjllFOoqKigrKyME044gSeeeIKTTjpp0jJ885vfjIcxvuqqq6Z1PAqFQpEPxs1l0+Y7nA2+NWM45bflWTSJ5c1Mzm83hS+gyjufijPvpjBBDyWKFk3Nr6hFEkUY+c/dOdPMiMzOPK5p8rrOOOmu22x4SJJkFKajONwHpCUwonq8WBEdGUoUTIFZYcVLdSRERNNKMlp3w5HlNBxZTtkiN0IT9DxfvPyNc5FrrrkGKSVSyqIH/bntttsYGhpCSklDQwPnn38+zz77LO+//z7XXnttwRVMKPJM5tNPP83NN9+My+XiV7/6FaJAIz37778/p59+OocddhgtLS1Eo1Heffddbr/9dh566CEGBgb4+Mc/zv3338/JJ588YT0HH3ww//jHP6YlS2NjI1/96lf50Y9+xGOPPcZjjz3GscceO606FQqFYir4W1wxxcuUsaikpRA9c6pMVhnONVqLI1CQrcm5EUgz76REIE13mpO2EaSxJpxt998MUWqRjoXM8tiV4kOS7oaUjvXJN6QEmbyPBVj2OqQe237f9h7clmRzVXX+5M0TvgUuavb3Ex222PqnvsI2NhsGJ0tdvmlSVlbGGWecwZlnnsmJJ56Irs98VK6iKZmRSIQvfelLSCn5+te/zv7771+Qdi666CKuueaalOWrVq3irLPO4qabbuLcc8/FNE3WrFnD+++/j9/vL4gs41x66aXceOONDA8Pc+WVV/L0008XtD2FQqFIx8KTqkFCz9pRKMwrWKFQKOYFu+0aYEnPMAG3i/dqSy8lVNliD0IIOh8eAkDzgGUQU5oVc47u7u6C6zPZKNpc/g9+8APeeecdFi9ezNVXX12wdmpqajKu//KXv8yaNWsA6Ojo4O677y6YLOPU19dz0UUXAfDMM8+oAEAKhaIoaLrAGLGI9KYJoD/HR3kVCoVinIpwiOO3buTDW97nxI0bOf6dLRz5fjtLuwfAkVUAy6K5f4S9dvRx6KZOPrR+Bx95Ywv7dvRjaoLnlixCoDlcD4r/Qg1sjwV9aVhVjr/VzbLPNbD8iw1U7+ezb6iBp3Z66kGKCX2JlrlMsRVMKNJM5vr16/nv//5vAH7xi1/EfRSLxZe//GVuvvlmIJaS5Mwzzyx4mxdffDG/+MUvGBgY4KqrruIjH/nItOoTmiiYufFsInYeYn8VxUVdi9JhomsxsiVM5e4+9vhyA3J0kE5/wsQr7rc4/tvh9yWdfZAiXOa432jy70xEIFdBpcPCKFt+xkwdl2K7z00V57XPlC8yHdnWywnqLKRL37SvhWTmbVet0rx3xg9diqnJV5DnIunaTCZv7PLBflxSMuJ2YwmB1zSoCkWoCfWxR3c/3fUxRaxmKIIvbMZllcQsZw1dZ2tDBe8219D0vJvaO16yN2kYRf8WhneZBLsilC3yULYollrFMiSNR1ZQva8f3SPwUU718RpCF0hL0v3MMEPvRNB0Mfb+VCgmT1GUzJ/+9KdEIhGWLVtGIBDgjjvuSNnmzTffjP//6KOP0tnZCcC//du/5V0pXbFiRfz/HTt25LXuiaipqeHiiy/mqquu4oUXXuCBBx7gtNNOm3J99UtqcGulm49pphCaoKalEkTsBakoHupalA4TXQtzI+gNXsrbvBxKiNf8dVhaTKuSAputS4qSma6/NMN9KKdSmVXJnAJOZTqljUl0YOP7Ag0+d7bNSo8sSua0D0akH7QotJLZ6J3etbAPQMiSjnNTMBzXzXLnXoUAGt2Fey4mo2QOtSxi912d+IXgxZaFWD4BlsWiwVFaB4apDcd2Mn1uRmrcdFeUMVDmIeTWbQF+WoG6Ko2K1soCHMn0Cb8O+m4a5a0eAh0RdK9O1QofsjLmm19ZU8HoqJvRrRH8i9xUnVKF/AhEzQiP3pBDQ8onU0GRlMxwOAzApk2b+PSnP511+2uvvTb+/+bNm/OuZMoimTFcdNFF/OxnP6O3t5errrqKU089dcp19W4dwCWm8HafYwgt5rDfs3VAKTZFRl2L0iHTtejZ0k/5Mg8LT6iCsIed3lg6p5xnMqE4SmYuM5lTIOtMZg6zeuOnZ2cgMqv6N9OdyZxM/Sn3k1Z4JROgIzj1a2G7N4RSMgHMdM9glhtk/LTtiITz91zkOJMJIDSd5QP9CLebHc1VMZkqPKxtrMGnR7A0sFwaRsAFhgZYMVNaxzFHBzRCW/rzdST5Z4vj9z9jf4QmaNyzht5tQ5gBE0+NxqKP1SBNieXKYsKhUKSh6HkyS4G33347/n9LS8uMtVtZWcmll17KN7/5TV599VX+/ve/T7kuaUnkXDcwnyRSjp0PpdgUHXUtSodM12JkYwR5AiwJ99Kv+xl1+VIGolNMGicTQbTQzISFosMiMpuFZLZgmjKpzBamYhma7X6wBfkl/fko9Dma9rVIPgYxu65poZiywk4en4spvIw8hkH12ASIN2Li25EYQbC8OoYvMYjvDYqMZvPe/uis/eZZITADJtKShPtMNv22FwDf8hx9NGfDS67U5ZsDFEXJvO2227jtttsybnPNNdfwne98B4DHHnusoPlmbrrppvj/Rx99dMHaScdXv/pVrr/+enbt2sXVV1/NwQcfPKPtKxQKBcB2Vy2LjX6Wh7p5vaIttjB5ltCxvXSaqjpnowqhdGaZkUg7u5p8DFPpVCTP5kr7bGlaH7RJKKL5Jtc+da4ySQ1kkqGM89pr0WwNpqs0s0yzrv9Xiqk6ikBBfGmdptOOWfW0ZvOOS1EWibBXfw91oSDamPWaJQQS0CRoYzsMeTx0jdTReuOzeT6I2c3IhnCxRVDMQkovU2wO3HbbbQgRC3iTLk3JunXreP/99zPW8etf/5pbbrkFgObmZs4444xCiDoh5eXlfOMb3wBi8j744IMz2r5CoVAA9OoxN4QR3VtkSRQKhSJ/7DbQz4c6ttEYDBDVdAa8PoY9XsK6i6imM+p2s7O8gucXtvLcosU2H0vF1Ch21FgVXbY0mNPmsi+//DJr1qzh2GOP5eSTT2b//fenvr4ewzBYv349t99+Ow899BAAuq5z0003FSXS7Xnnncd1113Hzp076enpmfH2FQqFIip0JFBmZZuWUigUilmCZbF8oA9DCJ5b2EbQ4ynNEL0KxRxkTiuZAKZp8vDDD/Pwww9PuE19fT233HILH/3oR2dQsgR+v59vf/vbXHDBBUVpX6FQKEKahxHNS60ZwGMZhLU5/3lQKBRznHIjio5kW2VNTMFUKBQzxpzuRZxyyinccsstPPfcc7z66qt0dXXR29uLlJK6ujoOPPBATjrpJM455xyqqqqKKusXv/hFfvzjH7N9+/aiyqFQKOYnwoQ+rYxKK0xFNExYd2V0qEjnQ+cM5pLvGQORLZhEtrQqUwiQKBwTuzn7M86BWRNhgcjgkpUueqftXiiBdDcFIckXUGjYo0QBUpsH9nhpDjHrtZ8CtnvM+b+jkWQfzbJI7AEO6K54HQ2vSWrWTRz9VQRCGNMTV6EC/ygoYSXzmmuuSetnmcw555zDOeecM+H6pqYmPv/5z/P5z38+v8JNkmOOOWbS6VG8Xi/btm0rsEQKhUIxAZbFImMAE0G/5o8F8Mi1juQd8tG5TBfoJ1PkVkebKYrwFGKzZEx/kE15KsGgP+n2yXZO0p3H7I1kqL/AOTCLgmRuKM6zkLT379gyvxFTF4Mud3yZryeK+da7MyOcQjGPKVklU6FQKBQzR4McwYVkq6tWBb5Q5AWXZVBrBvBaJlGh0eWqVPeWYkbxm2NKpq7yiM8kQkpEkXLQT5ZSl28uoJRMhUKhUFBphQDY6S6u64BiblBhhDg4uN1mcb083MNmTz0dvppiiVVQZn0alnxQSjO6lsXC0WEsIOhS3V2FYqZRT51CoVAocGsm0oKw2xXLi+jIe+nMReckrb+ko7OZNo+lbQNHR92Z/y6bWedUHKly0QQEuXWgRZr6S6UDPg2ymhwL2DPchQDe8zcSEB5qjQCtkQH2iHRTb47wekVLYlZTgNTtVUzG9LmkSHP/C8f9XnIyT4Js1zrl9paxfLLx385rm+kkSDEpc/bGwBC7DQzhNwwkYGgavb4yOisqWDQ8SEMwSFToeCwTr2WypbJGzaDPNMonU4FSMhUKhUIBjAgvCxih2gzSr5fn36dyEvWpvGVzhzIrSkBz0+GtQVgwqJexxV3HAaEO6swgh4y080pFK2jalJSvklc65zHTdkueYCfNsjiiYzsV0WhcuURKfIZBVSTC0qEBAAwh8MvYiFN7eSXv1TZMRQqFQjFNlJKpUCgUCrrdFSyL9rIgOky/Z+bzBSvmFgKJ6ZzK0zTeKGtlRaCDRnOUPYPdvFe+oDgCKmYXlsWH2rfhMw12VpSzbkETlqbFrB8sQXUwSGNglH6fnz5feUxRtSw1g1kkhNMqpQQpdfnmAurpUygUCgVhzYOJoMYIFlsUxRwgIlxUmGFcVqoN89vlLQSFi5bIEGVGhtwoitLCsqiMhNCsLLbzBWj3yI52fKbBlqoaXl/YHFMwkxj0+3m/voHe8qQBMqVgKhRFRc1kKhQKhQKAsObCN64UTNenJl3uxBz3KcpIc77NLtPUJ0VpuQNNJbVLNt73N7BvoJMPDm2mz1XGO/4FGFqiy/F6xSJWDW9lj2A3r3la89s46Y9nxk1qC3FiC4w9H2XihB3Uu4P6SCDuZmwIwYDHz7vVDQTdnsT+zly0Gkz4UFkWZYZBXThAs89Pl65j6PZuqdeI8oHODiqiUXZUVPB+dQML1jptpe1Kr5YlH65v++BUUuYqckH5ZCpQSqZCoVAoxhh0+SmLDLEwPMDOMV+6ODl20NN28icTPGg6THf/eezXl6yA5UMv6vZW8pqmsXdgF3VGgA8Ob+aN8hb6xkyxg5qHkOaKzZxnMmu0LMrNCHWREJVGiDIzgiYlUU0nKnTCmk5YdxPUXQy5vIRdYwpPqQRcGj+xs0TZFFbqCIjHMKiPBIhqGh3+KsqMKFXREA3hAA27thHUXWyqrGWnvxJh6bZDtXQJabKHVIeCHNLVgXssSlBVVRV1Q0OMuN30+fzoUlIXCsbzXHaUV/BmYzOugKDizuemdYxKwVQoZgalZCoUCoUCgPf99TRFhtkr0I3bMtnmry+2SIpZzIC7nOerl1IdDXDgSAf7j3bwhGv3uEK5w1PN8lAve412s7W8ltpogCojTJkRwW8ZuC0TDRnXD2W8CDQzAqQGmTERDLu8dHkr6fBWKZPJKeKyDPYe6qY2EsA9Njr0ZnUzff6y+DZl0TB7DvVSFw6w30A3+wz00OWvYENFQ8qMZDJ79vWwZGgACWyrqKK3zM+CMj9l4QhV4RCVY4F9LAT9Xh/v1Dcw4vUV+IgVCkW+UUqmQqFQKAAwNRfPVu/G4UNbWRbqo9ddzqhLde4U02PQXcaGsgb2DnTTFh5gu78OgO3+OlrDgyyKDLEoMhTfPmaOqRHSXQR0NyMuL4MuPwNuH5aWlA/DsvBYJmVWBJ9lUBMJUhcNUmOEqDVC7DHaw7vljXT6q2f4iGc/q3q34bVMokKj3+2n3V9Nv7ec5GnOgNvLqw0tYFksG+mndXSQhcFhFgaHGXF52FRRz64kH8mySISDdu2kwogS1F282NxCyO1B6uD2eljX2gqmhce0sABD5bactajAPwpQSqZCoVAopKTt/l2gxeaFOn1lLF41Qmt4kHcnUjLTfaCzmCQW3Bx2Npi7psu1WWKdnXz7LgoJnXoVe9HNgsgw7b66+LrnK5ewe08/lbtGCQ+7CA64sYzU2ccqQlQRythOCDcduJFugXUcLAv0sc/oLiSCrrIq+/2Xh7QpyaQ7Z3ZzcwGavYKZ9hEVEoTpTF6bug2Whdcy6XWX8Xrdovg6zwC0PNxv30FL/NNOLQMn+dg92Et1NMSBAzsxBwURTUeXFu6xgEE7yit4q74JNA3XiGC3fwzQ0OynrDNoy7GZ9hiipjJ3VShmCUrJVCgUCgXmu+8n/gfMDzSxMDLE5rJ6IlqRPhUlpnwVjEzKxlw5B5rGqOahworgMo1EECCh0ddfQ+iBd/PWlPB62X7qoXT6qjiybwt7j+6iy1cx86azJXDtnIqxcPpFp5FRkzET5UjyrDGghyXWm+szNCYYOu0IXq4vQ7NMlg/3Uh8ZxS0tJNBVVsHGmlpGPd5EWwZYr7+DNViLtaUfaZXASVNMHxX4R4FSMhUKhUKRhh3b61m8Ww+Lg328X95UbHEUc4D3fQ0cGOhg7+Au3ixvKXh7Uc3Fu+WNrBjdxV6j3bxbqXJyAmBZ+CyDcjOC3zQY1d0MuvzxtCCtoQEAeqeRL9fSdN6rbsLSJTJN4B+FQjH3UUqmQqFQKFKIRmOfh/pogPezbKtQTIYBdzkB4abeGMVtGURnYIa801/NHoEemsIj817J9BkRDuzrpMKMpLXYthAYQsMjTSyg2z11JVMxv1E+mQpQSqZCoVAo0mAYLoKaC78VzZxiIplsaSOy+cSpj/7cZex6ry9fwCEj7ewT6OSNilh+TNMj0BsbbZubPT1kddDLgLc/0WafLGcBw/iMCCGXZ8J9snY6M6wXZPGxlKkbCGbWR/Ow7nbc0mLQ5WPA7SOkuwkJN+VmmCojTLkZwWMZjOoetvhrQWh4BhLnxTuY5QRJiWcArKSZS6kLpD7hHriH1UOvUMxVlJKpUCgUirR0eypYHBrAZxmEtIk75xOSqf+Yj77lbAj0MxXmWL87WXkacvsZ0T3UmkFqwgEGXWUMt2kMn72HbZ+2WwzMfkeQmcm2Fw7TdOOz8d+RBS44o5aFoSE2lzcAY/GXkmdbZBp/RQeZ1ksNcCpTju1FSsQa+w0s3Q5FU8hpKZ7CEjbF2S0tBtw+XqlvG2swJlMf6WcshQkL//cF5FiuysmQfN4njTZXH+R5jPLJVJAUF0yhUCgUimSMsU+EW6p4jor88Wb5QiRwQGgHlUaw4O2FugykhLpooOBtTYTPiHDowDaO7N/Mqv4t7BboRbNm9rmyEHhmuE2FQjF/UTOZCoVCoUjLeHRJjzX5mQyFIhsh3cObvhb2C3VwcKidTe4G2r21BW0zauqUi0jGbTTLYnmgm1ojpoyaQmOHt5qdnqqEubhlUWcEaIyOomHR6yqn212BzGBOrlkWK4e245LWmM+jxbJgH0uDfbR7q9lQ1jDzkW8VigKjfB4VSslUKBQKRQrunUOYW8uhEZo7gwzVVxKtKLZUihScaQ+z5WssEfo95byoL+GQ0e0si/bgJ8IGf+EC84wE/dRVjlAdCTLo8aes332km7bQABpgjnlL6hjsHehmz0APYU1HkxKPNOOnXAILoiPIYBe73BW8XbnQXulYJ3vP0W5c0mJDWQPt/lqwLBqio+w52k1beJCF4SHerWii023P5SkR0++pj+1eFx5FR9LrKYsvc41C7fsTDyAJE6SpZj4VCsXUUEqmQqFQKFIw39sI74G1poF6Tz++vjoilYlPxox4UaXrX89F963p6hHOSbDkc1SiswmWDgHdw9OupRw2vI2F0SHCms6WspjPZL799LoGaqitHGF5oJuXPYvjy31GhIMGd+C3DCJCY0NZI7u8VWNCWiwJ9dMcGcJjmVhCMKT76HGXs9NThQSaoiO0hgdYEB3BP7CNV8pbU2Ylq4wQFiKmYAJoGj3eSnq8lbQF+1kW6GXFSBflZpiNVYkASIL8Xb7lwz1IYGNFfXyZt1/i//sLeWpBoVAo7CglU6FQKBQT0vfSKA2HV9Aq+ngblS9TkWc0jRcqF3Pk0BZ2C/fT46lgxOXLezOm5WLA5aPWCLH/UAeDbh/LTB3RvwuAHd4q3vM32hVETWNrWT1by2KKWboZ4Z3eGnZ6a1gx2kFjdJTDR7bwUsVijPH0LJaF34oSEelDrG7317LDW83hg1tZEhwAARsrG9NuOx3KzCgB3Y2lZQj1qlDkCymnFR16Rih1+eYAyglAoVAoFBPS/1oQY9RkgXsQl/LNVBQCTePVsXQmB43siKXMKQCvVi0ioLlpjIyyfLSXaiPEiO5hbe3iWA7NafhFvl3ewjZPLV5pcuTwFpYHduE3wqwIdqEjY36dE2BpGs9XLyGsuVgSGKAuPDplOSZsQwhcsgTtphUKxZxFzWQqFAqFIiOdjwyx6N9q2XtkF29WtQAT+P6pgeGiIzVSho9TZuBK8DoFXR42+upZHurlAyPbee/Dy9Gj6U1my3aGEc+8llP95W/sYElHNTupxu0zcHksqusq6d7mpVEGQU4i8myGmY+R3avZvGcDI7qHPULdtEYHaY0OAhARGh1GLUseyJyS5aWPtHHk0GYOGNjJk41LsYSOZiXOgdRBajlcPCFBxPbv9/hpDI+yMDjIzrLqsfWTr0qhyAVbeqASpdTlmwsoJVOhUCgUGQl2GESlTn00gC3qiSI/TNeHUtj/dw4AJP8u5Y7Vdn8dlWaYpugIB1Zv5VX/IgJpTGel8JJrDCpjRwfs6AAg/P+3d9/xbdX34v9f52hLtrwd27GzIZNCCDOhJJRRNoT2cstt4VJIS+kK0EJp82MUetvS0tKWB1/ayyqlXCirhEJYgSaBkJAJBBIC2U4c7y3ZWufz+0O2YtnylizJfj8fj/OwrbPeRx9L57zP+QzAr2s4J+Vg7GtAGcN/UxyZx9FwtJMaq5saq5tCfzPZwTYOWbPwmO1YmxTGhzv63Ebo7Pl84h7HnOYq5jUcYmPuhOgbBDpR/x8DGUOzc5mPs4s4o2o3xW3NVLiyBn18QggxWFJdVgghRL88hg0dlbCqjEIAbM8o5jNHASYMTmgrp8TXmOyQhqTa6uYz5zg8g2xfWu1wU2Nz4Q76OKqlOm7xGLpOQNPJCPY9jIsQcaHSZBIJJUmmEEKIfrUbVjTALu0yRYJV2LPZ5CwjhM40fw2zvRVj6ubGNncR7bqZCW1NnNiwP25toQ873FiUwbi25rhsTwgh+iJJphBCiH61hmwAFPpbel1GaUcmMYK635nvbBAVo25supSNx2JnbcZkWnQb+SEPCzx7KPY3ggaGWcOUnxc1keReU3VfEGuz6n1q7f+xSXhZsLbqbLRMpNqcQUbIz4L6feT5Wgf/5EVpUf8KezLyUMAET2NKV5sW6U8z0mMSiSVtMoUQQvSr0XBhAJO9DVTa3Ph1CxgGOipxwyJ0T4i6V3FKk4RpUAY7OKICLdTlT3O4g5gjLyiU6cgbpSkgDS6ulA5K19mcNYHStgamtNdxtK+GKb5aagoy2HPtVPz6kUuYSY/tJlhZlbx4N31MwabhbSP/f9dF/d08bzaVX8pgdksVX2g5zCZTKc02x5EFTKpHe1st2KWsDaLbcKLj00y4An60AOhSKUEIkUCSZAohhBgAne0Z45jdWsWChn0ojuR47bqZz5351NoykxmgGKUOOnI4aMtiansdRf5mivwtFPlb2GfLYZ8zP9nhJVStLZONJisnNR7g+MZDvJc3Eb/ZMuTteU1WcoJtcYxQiBjSoc1jqsc3Ckh1WSGEEANSbXezKauURrOdVpONamsGdRYndiPIMa2VjGuXtl4iQXSd3c4C1mZPZUtGKQFNZ5KvgeI07RhoMLxmGx9nFqGjOLn+APow2qca2mh8/C+ESEXyJFMIIUS/3HvbsHhtgJX9lETNq8Bgdv5+ZnqqaDTb8ZmtKG0Ehsvovv3Rcv08mCFNureB7VZ9djRqtjhY557MgqY9TPfW0Gqy4Zs5HnNZYXiBoIHa+klyg4wDU10LuTvCg7UYONlXlMukUD0n1JezIX8imqFFj14TAr1L57F6oOf/giUYTlAtrWDxyqMcIUTiSJIphBCiX/q7H+DqY/6hs2ZQNq2OWZ4qtmaVJSaIWG00+/p7NCSdsY6hr+Ps1i4PuiX7oySvMHSdzZllnNRygLkth3jvpEkE9fBwISY/FG9NcoBxENx3ANe+A5G/m756MlXjAxT5WpjTeJhPMoujltcD4c6DOpnbwOSLLnBXpp8gJpzVBrb6QGIPQIxZvfQ7llJSPb7RQKrLCiGEGLZ2jw2vbiE72D6mhpsQyeM129juHBeuRtq8H+sYGF7nk+wims02Cn2tTPLUDWrdTJMHk2bQEhzc2J1CCDEUkmQKIYSIiwP2bDRgQntDskMRY0S1zc1eey4WZXBK0z6yAt5kh5RwG3NK8esmJrfV4wz6BriWwWRnNQD720Z3Z0kiBSiVHpNIKEkyhRBCxMVhmxsDKPVJB0Bi5Ox35LHNVYSGYm7rITJHe++pus6mnFIAjm862GdHQHa9nUJrA0e7KrDoBpW+bAxpKSWEGAHyTSOEEGLY9E07mLTDQdsXTThLFPn72qmbmOBqeQNpo5lm7TKVFj3OpTKrbuNegtnb+0FpBj2PeQzUXq43Z7LFaWGet5zZvgo2fnd+1PzCTS2wYVuSoouPzBXbcL9li/y997/GMTlUx2n1e9ieOY56PXoIoWJTHaW2Bjo7lG0O2Knw5Y1kyGKUsOaboXbgy0ubTAGSZAohhIgDFfATavRT847OxP/MpcxaT612pBdaOaEPkEZUkqi69R6bZjnziNEUeEx2aswZFARbwREkqB+5xDGsprSvumV4veA9Uh24Sp9Ju93EDE81x7RUEtCqaVNWguhk4MNmCREwdPZ7CwgYJryGI4nRi3SWc6wD3kp2FCLdSJIphBAibgKNBiGvQZZz9LeNE6mnTbegAVYVIjgGLnEqHVlU2zKZ7qkm3+/BTTsABhq1wQz2ewqQllFiuAbdfFGR+j1Zp3p8o8Do/wYWQggxopp2tJN3gotCXzPVNneyw0kvMS58+n0K3HW+Fnsbo53Sxt5TXrNXYVg0QOdzUxF7TGBp7TKESbvC7O/9at/kGwP1qEVcNHwgNw3F4EmSKYQQIq7qt3jJnedisrd+ZJPMWG00uydgKU5TQJeROEyhGNlTt5xBqiKD0sNvS4bhQwFezZLskBIu75F1yQ5BjBGB+tCglpc2mQKkDoUQQoh4M6A54MBpBJjWWi3jZooR4Qq2kxv00q6bQZfLGyGESCb5FhZCCBF3e1qL8GkmJviaWNiwh5kthyXZFIljGMxtOQTAR66SfhYWQgiRaFJdVgghRALovJc9iQntjZS2N1IUaMXREmRL5nh5yiTi7ui2GiwYfG7Px2u2oQf7X0cIkSBKDaG3oBGW6vGNApJkCiGEiLusrdVk7HOhsFBOAUVHNZKV2c4MbzWfuorCCyW6jWQadoKjug1hQvchTNLseEZKXsBLEI2Djhz0EIxf1RJ1EWk6VIvknUIIMXIkyRRCCBF3oc/3RP1d83kOrv80kxn0JSkieiacqdoRULdxMrsai72oDoSOgaF1PCE3QG3cFjVfEkwhRo50/CNA2mQKIYQYCXo4OfLpcm9TxF+bbsWiBtcDphBCiMSRJFMIIUTCFZ4SPt1UWjOTHIkYjRrNdjTCPcwKIZJMpckkEkpuKQshhIg733kn0jwxfIpx0YaLQ3h065FxM0eqzmc/Y0ymGk0BXR/ISd3YAamxZjDR10iBv5UDFnuywxFCiDFPkkwhhBBxF3TqBNwauhFkTmsFANsyiiVpGiRNScc/A9Gi21BAdrCNA5ZkRyPE2CZtMgVIdVkhhBCJYhjM8xxER7HDMY52szXZEYnRStcJaDouw5/sSIQYdVxTbMkOQaQheZIphBAiIWa2V+FUAQ5Z3FRb3ckOR4xyXt1KVkjaZAoRb4ULXLCn/+UiDBWeUlmqxzcKSJIphBBi2Ex5uajiQsDAnhkkL6eKnKCHFt3G585xqVNNNlXiGASp1jUw7bqZrBBgGMkORYhRI/9UJ7pVKj6KwRv1/zX19fX8/e9/Z+nSpZx22mlMmTIFt9uNzWajuLiYc845hwceeIDW1tY+t6OU4g9/+AMzZszAZrMxbdo0fvGLX+D39141Z9GiRWiahqZpmEwmPvnkkz73sW/fvsjyd95551AOVwghkiJ0VCn15zqZeFoj449tIcfswatb2JJZitJ7jvcoBkh6RBywgG5CA6zIUCZCxEvGVDtGQG7ciMEb9U8y3377ba688sqY8yorK6msrOTNN9/knnvu4fnnn+fEE0+MueySJUt49NFHI3/v3r2b2267jbVr1/Lyyy9jMpn6jMMwDO68806effbZoR+MEEKkKLvLx7zWw2jAAWs2h21uvGZpxyNGjs0IoQA/fZ+PhRADo1vB7NJp3Rsc3IrpcEMs1eMbBUb9k0yA8ePHc8UVV3D//ffz4osvsmHDBtasWcPf//53zjvvPDRNo7y8nHPOOYeKiooe67/66qs8+uij5OTk8Kc//Yn169fz6KOPUlJSwmuvvcZDDz00oDief/55Pvzww3gfnhBCJJVrspXSafUAbMkoZY+zQBJMMeJsRjB83aiPiUsbIRKubHEOAI0ftyU5EpGORv2TzEsvvZSvfvWrvc7/+te/zp/+9CeWLl1KY2Mj9957L7///e+jlnnmmWcAePzxx7nooosAOPnkk5k7dy5z587lmWee4Tvf+U6v+3C73bS3t+P3+7n99ttZvnx5HI5MCCGSJ3DWPJRZJzujmeK8egw0tjjL8Go2tBBoWs8qsqqfa//ubQ+7r9/f/BEx2H3K3fIRY1VBjHRsdCtECjJn6VhzzHjKfbQfCgxqXY3Ub0su3xSJN+pv95nN/efR3/3ud8nIyABgzZo1PeYfOnQIgDPOOCPq9eOOO47c3NzI/N7k5OSwZMkSAF566SU2bdo0oNiFECJVNcyw4TyqmZL8ekKazkbnRNroSDBDgAFa1ynGBUfnWGqRySCyvtZ9/YFM3bcXhynuum8zVptLaX85JGZlENSkqqwQ8RDyhNth2gtk4FkxNKM+yRwIs9mM3W4HwOfz9ZhfWFgIwOrVq6Ne37ZtG/X19RQVFfW7j2XLlkX2cfvttw83ZCGESKrJoWomBerxY2KDYyJ+XS5ERCqQzFyIeMg8KtzkQbcM4ZmfUukxiYSSJBN46623qK2tBWDGjBk95l966aUAXHXVVTzwwANs2LCBxx9/nPPPPx+A//iP/+h3HyUlJVx33XVAuI3nunXr4hS9EEKMrKKzMilWTbRrZjY6JhHUR33LC5EGQuiYlfSCKURcdHyU2ioHV1VWiE5j9sqgpaWFgwcP8uyzz/K73/0u8voPf/jDHst+5Stf4dJLL+XFF1/k+9//ftS8M888s8/2mF399Kc/5aGHHsLr9XLbbbexcuXK4R2EEEKMEN95J+Ip1plhOkymqY1WzcYWWyloesyHR1r3a30N9K7LDWCd/u6fayPQqEZp0YEY8T5rDuUY5AZ8TPUWByX+FvKMFmqvOzVqXsGWVtTGbUmKTIj0YnbrFC7KRBmKxk8G3+lPwpobxFGqxzcajKknmffee29kHEq3282sWbO44447aG5uxmQy8Yc//IEvfvGLPdbTNI1nn32WX/ziF0yZMgWLxcLEiRP5//6//49XXnllQO0+AcaNG8f3vvc9IPz0NFb7TyGESEWBDJhlO0iWqY0G3RFOMAfTi2e3toZxaf/YX3vGOExaH3EnjdZtEgDsshdiADO8VQSzQvhytMgUco7Ze+pCDNr487MAOPBsPZ49vY8HL0RfxlSS2ZtFixbx0UcfsXTp0l6XMZvNLFu2jN27d+P3+9m3bx933303Ntvguum/5ZZbIp0M3XbbbcOKWwghRoQJZmUfJEP5qdYz2GYfZIIpxAgwdJ2djkJMKE5sKQdDqs4KMViuyVas2WZad/nwNwzxMzQCNwDjMomEGlNXCd/85jfZtm0b27Zt4/333+fxxx/nzDPPZNWqVXzta1/j/fffT3gM+fn5kSq5a9askSqzQoiUplth8tdzsepBKkxZfGovTnZIQvSqypbFQWs2dhVkWntNssMRIu3knuBEGYrKf7ckOxSR5sZUkpmXl8ecOXOYM2cOJ510EldddRUrV67kV7/6Fdu2bWPRokW88cYbCY/jxz/+MVlZ4aoI8jRTCJGKTDk5WGZPYtKVBZgcJg4GcthtKxzWNntUNU2Tu8q9xTyQYVPEyFEdY7PuchXg00yM9zdjDgVBgS/HgunoqZFJH2QtJCHGCkumCX9jKNLxjxBDJY0UgFtvvZXly5ezfv16vvWtb7F79+4Bt7McipycHG688UbuvPNO1q9fz6uvvsp55503rG1qerit6VgXfh/CP0VySVmkjqGUhem4Ykqn16IDuywFVLqyh9/8Lw2Trq6dESmNHseg+npTtOiOgqQZ5cjZaR/HMW0VzPJW8bFzPI1HmWk8alxk/sRnfGiaV76fUoCcK1LDkXKAkM+IKg9NaYNKOjWl0FJ8iJBUj280kCSzw8UXX8z69es5cOAAGzZsYP78+Qnd34033sgf//hHGhoauP3224edZOZNzMaiW+MUXfrSdI3skkzQNJQhXyDJJGWROgZbFtY8E+Pm+UDPZI85D83sZKxWku36NDJWQtlfkqlM0S/l2y19rzMU8vHqQbNZMVvbmaiCBKwhms2OqPl54zPINJvl+ykFyLkiNXSWgytDx65C+Ccd+fIKGH7Ym8TgRFqSJLNDfn5+5Pf9+/cnPMl0u938+Mc/ZtmyZWzatInly5dz7LHHDnl7dfsbMWsyGLqma6AUtfsb5WSVZFIWqWMwZeEss5A1101zSzPbbONpMpuBsdu7YI8ks1uCOJQnmYfb/PHNC+Xj1YMehDoji5M8eymgmb2uyfi7jOdqPdRKyOyV76cUIOeK1NBZDsFpGqE2g9p9jZF5QTXIsTINUr+6barHNwpIktnh0KFDkd87e39NtB/+8Ifcd9991NbWcscdd/DPf/5zyNtShkJJAyAAlOp4P+RklXRSFqmjv7IILTqezGwPxePqUQp2tI6nyemMSmDi/gQuDfQ45sH8K8doa5oGTVBHBUOHdt3Mx84SjvFWMKftEJsyJ0bmK02T76cUImWRGpQKJ5sqQFRZKKlaGrFlyxZee+013nnnHT7++GOqq6uxWCyUlJSwYMECrr32Wk477bRkh5kSJMkEDMPghRdeiPw9e/bsEdlvRkYGP/nJT7j55pv58MMPef7550dkv0IIEUXTsM30UqLqCaGxxToBn1Oq3w9If9deib42k2u/mFRHt4Z1Nhf1fie5QS/ukJcmizO5gQmRwnS7hmYCX31wWNsZrW0yFy5cGHOMe7/fz+eff87nn3/OX//6V6688koefvhhrNaxfR4d9b3LPvroowQCvT/mNwyDW265hW3btgGwYMECpkyZMlLh8b3vfY+ioiIA7rnnnhHbrxBCdMo72ckkVUcAnY2WSfikfbcYRba7wh3+TPdWJzkSIVJbxmQbmqbRvLM92aGkpM5ajyUlJSxdupTnnnuODRs2sG7dOn7/+98zfvx4AJ544gmuvvrqJEaaGkb9k8ybbrqJn/3sZ3z1q19l/vz5TJo0CZfLRWNjI1u3buXxxx/ngw8+ACAzM5MHHnhgRONzOBzceuut3HDDDdTW1o7ovoUQImOajZxjHfgws9kyEUMf9fcexRgT1M3UWlzkBzzk+D00WF3JDkmIlOQottBu+Gk7NMg2mN2lQ5uAIcQ3Y8YMfvnLX/KVr3wFkym6V7dTTjmFK6+8kgULFvDZZ5/x1FNP8Z3vfIfTTz89TgGnn1GfZAJUVVXxwAMP9JlATp8+nSeeeGJYne8M1XXXXcdvf/vbqHahQggxEgq/mIEKwWarJJhi9NrhLOSLTXuZ3lbNeutklMWMplnQzNbOBoGo4PCqCAqR7ixunZZK6RGnNy+//HKf8/Pz8/nd737HRRddBMBzzz0nSeZotn79elauXMm///1vPvvsM6qqqmhoaMDpdFJcXMzcuXNZvHgxl156adLqTtvtdpYtW8Z3v/vdpOxfCDF26VYNb3mAsokNZPjDVaSyVBsGGlttZVJ1dpC690arhbrMg553+IfSmVKqPyFIQYZmptqcQWGwlfz2FsovLSbotHLYE+7p11mlyH5iXbLDFCKpNJNGoDnU/4L9USo8pbIExbdo0aLI77t3707IPtLFqE8yZ8yYwYwZM/j+978/4vtetWrVgJe9/vrruf766xMXjBBC9MI1wYpL1UdylxA6ZgxO9O2nQXey15KHRYUoDjbTplvYZ83vc3tCpKLP7OMoaG3l6PYa3s/MDPdK0fnwfgz2nCxELCqQ4slhivP7jwz51b1K7Vgz6pNMIYQQvdO08NV1reZih7kIOqrMZqo2jgpUk2N4yfV5gfADNM2ADMPHx/bxyQpZiCExdJ0qs5viYDP5/hZw5SU7JCFSiqZpGJJkDsvq1asjv8+cOTOJkSSfJJlCCDGGqZAi1G5wsK0Alwk6R6g2NBs7KcOu+8iztqCAKl82U12V5Ji85PlbqLdkDn2/o+DJUVyGJh7CNnrst1v129Hw3iaC0uAzRwFFLc2UBhqo1PJQmtQ+FgJAt4R/qsDw22RqKk7fjwnUGV9zc3PU6zabDZvNNqRtGobBr3/968jf//Ef/zHk+EYDSTKFEGIM2/VQuFdrF/W9LtN5CnYCh80w7Zp8JgfrqDd3SzIHkdxoavQnQ5qiM2cP/03/F17aAHpl1Lv2T6Oi230q85ExIjsZcqYP/69poHQdr24hI+Tr+Lujmaz0eSXGON0e/hAY/hTPDuOsrKws6u877riDO++8c0jbuu+++9iwYQMAixcv5oQTThhueGlNTj1CCCEGLgiB5hC2bOmJU6SnaksGk30N5PtbqGBoTyyEGG1Mto4kMx7VZdOo45/y8nLcbnfk5aE+xVy9ejW33norAIWFhTz44IPDjzHNyb07IYQQgxL0GuhSyVCkqX32XEJolPqakh2KEClDt4WrloTG2JNMt9sdNQ0lyfzkk09YvHgxwWAQu93Os88+y7hx4xIQbXqRJ5lCCCEGxVcTwFliJTvkoVlzhGuEyhibIl3oOm26hSy5USJEhG4NJ5kqDkmmZoSnVBav+Pbu3cs555xDQ0MDJpOJp59+ekyPjdmVJJlCCCEGpXFbO9nHujgmUAGE27T5MLNNH4+/Y1xNw0S/dWW6t09MdhvNkeioQguF21R27koP0qMNZr8XP92X7/K3AWjSJjOmru+Twwjg11xHXpN8U4xxRnv4i8fsHtvDbgxGRUUFZ511FhUVFWiaxqOPPsoll1yS7LBShpx6hBBCDEqw1eADSik0taCjsKkgOYaX44xyNjA1vJBcpwDRiU1nDt01idS6j3uuhneHXTOSn6ynAx2FXzdLcilEh7bDQVRIkTXLTv0m7/A2lkZtMoeqtraWs88+mz179gBw//33c9VVV8UjslFD6jcJIYQYtDbNzh5LIbss4/jEOp5KzY0FA7fhSXZoQgxISJNsXIiuWvb6MDtNuKdLh1h9aWpq4stf/jLbt28H4Ne//jXf+973khxV6pEkUwghxKB1trnpnA5oeShgDhUcbRxOdnhjm+oyiR7MRhANCMrjdiGiNH7QhhFU5J2SMbwNqTSZhsDr9XLBBRewZcsWAJYtW8ZPfvKToW1slJPqskIIIQYt/6ENUX9rc2fw4YmlzKCSAlppDjRy2JwdtUwqtg0cVjvMGBcqfW1PI9wGU/cfWS3enWN0H5uze0xjuSpt57FP8tUB0Gh2gD+JAQmRgkJeA4vbhG4FQz4fUfx+P4sXL2bt2rUALF26lF/84hdJjip1peApXwghRMozohsTaiGFR3ew2ZjIyexhilGDLRhknzk/SQEmyGCTUnmamFJMRpASXzM+zUST2QF+uYoWoquAJ4TFbWLC5bns+3t9ssNJKVdccQVvvPEGAF/60pe49tpr+fjjj3td3uVyMXny5JEKL+VIkimEECJ+dJ1tRinHcJBSo4H2kJlKU3ayoxICgFmeKjTgM8c4pNWZED1V/KuZwoUZuKfbsRWY8dUEB70NTSm0FO/4ZyjxvfDCC5Hf3377bb7whS/0ufzChQtZtWrVoPczWkibTCGEEMOmeX046gwcdQaqwcpGYzIhNKaEasgPNYeXUf1PaSVW/ANo8zPix9slnrR7j+PIagTIC3rx6Fbqra7wix3vi2EBc1lpZDJlZyU1ViGSyVMefsJvzZZ2y2Lo5EmmEEKIYQt9tpvMz3ZH/rZceBI7JhUzK3iYGaEqGo1mtmml0Sul4W3OqDaUgxxuRINwe8lEJnoxEkk90GW2DsqSwP2nsAneBjRgp6MwqtMqAF+OxoGvTYgsW7jZh/ntzckJVIgk8x70oZQiY6qNls99g9/AKB3CRKX6MaWYNDzFCyGESAeNuov3zFNowUaWaiPDaEt2SGIMcxl+FNBidiQ7FCFSmtEOgWYD1wSrZApiyORfRwghROLoOjvMxQDMDhwmJyTjaIrk8JhsaMAsTwVzPIeY5Ktjgq+OnIAHjDh38ytEmqvb4EHTNfJPcQ1+5c5erlN5koeSCSfVZYUQQiSUX7dQqbkpUs3MDlawT+Vy0JyX7LDEGLPHlkdhoIXCoAcFuENmLP5we2EFtGtm6s1OKsxZdFRuFmLMat3tI3S6gftoO5Vrkx2NSEeSZAohhIg71/t7yfjEGfm7zWln/ZcmMy9wgEmhesaFmqk2uyk35YB+pFJNIsd0HHanN2l657t7m8zudZiMMdK3h2HWeS97Co6gj3bdwniXjWbVTFbAS0HAQ0bIz/hAM+MDzYSO1vBNK0GhoQEaCrMWwoTRa/oZ7kNII6BM+AwL7VgIKh1DaRjoGIZOCB2/MuMxelbZzX3hIwyPPOkXqcNXH8QxbvCNuEdr77JicCTJFEIIEXehmhqoOfK3KTuLoJ7HRsskZgUryFJtTArWUxZs4DNLIbVmd/KCHeWiOifSSNtkOV7azOFqs0rTaDE7aDY7KHeGn6w7gz5KfE3kBTzYiB66IajptOk22k1mFBq6UmgodNUxoTCrEFYjhE0PkkXvbZCD6KzLmkhQP3IZlmeRSzKRWkJeI/ydoROuYirEIMg3mhBCiBFj6DofW8O9zBaHGpkcrGVGoIpPQRJNkXRes41d5kJ2EeNJete/uyXqkeFrOhkGZs3AbBhYCGEyDMzKwKQURf5mcoNtFPpbqbBnJ+IwhIgLa3ZHmjDYWiWKNOhdNtkBjH6SZAohhEg8Q0U9UVM6HLZkU2VyM9+3m6JQsySZYvTQdYKaTlCHdoi6oM0LhNuE1lqH0KGKECPImmMi0GJAKNmRiHQkSaYQQoiECzU3U/TnTUdemHMUhxdmYWg6BhoZRngstni3wxyUGHe2tS4XVz2eVqUr6dOmp1hl3/217u/bIP8XOrfnDrZjoBHQLMNvJyxEAvlqg9gKzIw7KxNWJjsakW5kCBMhhBAjQgX8kUkLHcnemnQHZgz0VBhGQnWbCCcHkgyIWP8bQ6GhMDTJ9EXqO/RyI766YHi8zMFQKj0mkVDyJFMIIUTS5IQ85BheAugYutz3FKOfQkNTKXBDRYh+GH4of64Ra1myIxHpSJJMIYQQSZFptDE7UIFCY1tHZ0BCjHaGpsmTcZFWvAcC/S/UlUHqV8uX+zwJJ0mmEEKIpCgNNgCwxVpGm25L+P6UNvhqr5IMiHhJantjIYQYYZJkCiGESIp2zYwG2FSQNhKfZEL0hf6YSSC7HLPSJNkZMTH+v3TDwGkE8OqDH+BeiHShKYWW4m0eUz2+0UAawAghhEiK/aY8FDA5WJvsUIQYEdPaatCAPY68ZIcihBAJJU8yhRBCJIWhm/BoVpzKn+xQhEg8w6DI34Jf06m1Zo6dJ+li7EmH3ltTPb5RQJJMIYQQI07bV8H4FQGC0xT6BJiy9hAHji8h6Oioy5mMap0x9meYoqvVaqNhUHKpLpsUWaF2TCjKrdkAFHwQwLG/MTLfaPUkJzAhhEgASTKFEEKMuFBzMzQ3U3dQJ+vKXHKKGikPlhxZQJGcZCjGPiPJrkrP/EzaYCZGf08iu7/vViN8h6LdFL70sld6CO34PBGhCZFc8iRTIG0yhRBCxJFuh6w5dqw5Azu9GF6DQFMIR7EFK1JtVow+umFQ7GvkqLYaFNBociY7JCGESDh5kimEECIubAVmyi7NRjNpKKUwfIrmz9qpXe/pc0yy6jUtjL8om7nmA7T5LOy0jKNVd4xc4ELEQb6/hUnt9VhVCL9mQkdhM4LoKDTCD+cPWzNpM1uTHaoQQiScJJlCCCGGzJKlU3xOFha3jmbWQEHV6mYcRVZck6zkfMGJe7qdfU/VYbTH3kZbRZADzzeSc1kxmaqdY/yHWGefFnPZ4XSWMqRqo6OtRpVUnY2fjv+NIl8jU3x1WJWBAgKajsMID17vx4wHK004qMINAR1bY3hFzTfIAe6FSBdSXVYgSaYQQoghck2xUnyWGzQINIUINIeoXdeKv8GgeYcPgOxjHOTPdzHxP/PY+3hdr9vy1wbZHiplkrmKIqMFsxEkqMX3FKWpASSa3a47RkUPoN2OWdpoDo0e7PaCYTC7vZK8kAcDjUNWN7vtBRi6DgrK7v8Aw+uNLF7QbfXR0IeUEEL0RpJMIYQQg2LNMzFuYSa2AjMqCOUvNuCvi33J3LitDc2qkX+ii7yTnNRt8MZcrlO7Fh6k3kaQoJyiRIoyG0GO95bjUEGadRtbnaUos3RzIQQQbh6R6jez+mjCIeJDzuBCCCEGLHO6jXGLMgForwxQ8XpTr9VgOzVs9pJzjIPsL/SfZAY1EwA2FUQGdBCpKCvo5Zi2CnQUBy1Z7LYXpv4FtRBCjDBJMoUQIo3pVjBGqFNW1yQr4xZlYgQUB55pINg68FvB9Zu9FCzIIGuOnaaPY2elObvayS/1QCZY9mswJV6Rd9D6qf6q6NkGs+sYmWladTaqemyKJEM93stuf6tuDwUH+97HqhIcNd5pxz47XxtoFeIyXx2T/fUoYLu9iFpL+IaLrU7hqop+mq8C3evXCjE2aEqhpXibx1SPbzSQJFMIIdLUlGvy0M0aux6uTXjVH0eJmeJz3KgQg04wIVxtNv8UFznHOntNMh07tpE1I5tAq4Fp5edoS46LQ+RHdE9cei4AWrfD6v53WuqSQPX7HoyQqPc1VnIPR+KOUS49lu+eJPaTpGodr0W2q/Xz3hgGc7yHyQ15CaCz1VVGu36kl9jMQ0Gsr23sM0QhhBhLJMkUQog0lHOcA5M1fFVszdLxNyQuG7IVmBl/YTYoOPBc/aATzE6eA35ck6xYsnUCjT23kTHJiqZp1G/2AKbhBS3EQBkGThVA1w0UGgYahqZhaDoGkB1s42hvDTYVokm384FjPOgpkq0LkYqkd1mBJJlCCJGWso9xoDpOkhP+I5dAi0HDhx6at/viuh/dBqWXZANQ/mJjzORwoGrea8U1KZfChZkcWt7UY37Dh15yjnVSsCAT7+G+224KMRxWI8iUtiYmN9dg6hjHsi8K2G/JYZ89fyTCE0KItCdJphBCpBlrngmTU6d1t4/WvX5yjnNgyzUz7nQ3rjIfh19vjtu+yhbnoJng8OvN+GqG18Ys2GLQXhXEUWTBVmDusT3DB4dXNlN8jptJ/+GkLuSPqpIIw2wX2VeVzI756drusi/K1KXNYRLaZGpGt/dVgR6I/rv7+96jTeYg72301cYyP9TM9GAVWW43tZpOvcmB32/GccCHphNuu6spNF2haRD06TRX2TECOqXUx9ymXteItMAUooORBl+mRorHNwpIkimEEGkm/5QMAGrXewi2GrTuDj+9LLssG9ckK44SM20Vw7/kLTg9A2u2maYdbXj2xad3ocNvNDP5ylxKznWz94meF+yevX4Ov9ZM8bluJhu17NBLIvO03truDVDMa57uychou+7o1tYwGW0yNUVUm2FNgRbqNr97m8n+2mD2t89eXi816pig6jHQ+NyWz2eMQwHOZkX2a+sGt5MuRkPTXSGEiCdpVCCEEGnGOd5CoCnUo23koZcbAcg90TX8fUywkDXTjr8pRPXq1mFvr1PIa1C/xYvZZaL4HHfMZTz7/QQ9ilzlwWzI8yERJ4ZBmWoghM56x2RazI5kRySEEKOWJJlCCJFGco53oOkaDVt7tlk0/BBoCuEotAxrH7oNis/JQoWg/J+xqwcOR/1GL+3VAVyTrbin22IuU/1e+OnsFKMm7vsXY1MJTego9ml5GLp0LCVEwnR2/JPqk0goSTKFECKNZM92YAQVzTtjd/DT/Gk7mkkj86jYydtAdLbDrHyzCSP2aCPDVr68ESOgKFyYiTmz56movdIggIk85UlMAGOJ1mUaqV2qIxNGt79Vt79HiF2Fq3zXkYHZqzB7FJbmjskjFV6FECKepE2mEEKkCfdsOyanTsvnvfcg2/BRG3knucid5+xzud50tsNs3N6GZ3+g/xWGKgSH/tVE2WXZlC3OZu/fej4xrdYzKTUayTVaqNczExPHaLuZrfXs9CaqTWYCEs0eHfsY0R37aMYQxhsdbrnEWN9KCAUENTPjX9pHtrWd0L4GlHQAIkScpcOTwlSPL/3Jk0whhEgTBae40DQNa7ap91uERng8SkuWCVvB4O4juiZ2tMNsDFKzJn7tMHvjqwlSt8mL2Wmi+Lye7TMPaHkooCzUkPBYxOhnIdT/QkIIIeJCkkwhhEgTjdvaCHpC2AstFC3q/cleVUeCWPzl2B3rxGIvNlP85Y52mC+OXFLXsNlLW1UA1wQr7lnRVXwNXceDlQx86IZUZxTDYyaEkYwxXIQYa5Ld1lLaZKYESTKFEGlDt4KtwIyj1AJjsN+Oug1e9j5Rj1IK3db717fhNWjc1oYlw0TB6Rn9bjdnnpPSi7JBwaF/NSasHWZvDna2zzwtk85hMVUgSPauAPXVbjRgWl0ttkYjXMNpmEOZjGaqa/vLjuFLlHZkigdNHakCqxmgB0HrMunB6DaXqTJcno0g/rH4xSGEEEkgbTKFECnPNdFC/qkZWLJMaFr4SlkphRFQBJpCeA74qd/sHTuD1SlwlVmZdl0+3oN+Kl5p7rFI7XseXBNtZM20Y7LrhHZ1W8AMecc7yZrlCM9vNzi4vAF/QxLeRAMOv9bE+IuyKVzopvLNZlTAj+3VjfgAY0k+OeZ66g+58WceedqpNHkq1YMGKgF5VNdEUQtGt7E0xRpCNUUSy052w48JRSPOZIcixOhnpMGdQGmLnXBJfZJZVVXFSy+9xLJlyzjrrLPIyspC0zQ0TePOO++M237uvPPOyHb7m1atWtXntnbu3MlXvvIVsrOzyczM5IILLmDz5s29Lr9q1aqo7X/ta1/rN96rr746srwQY4VuhYIFLsZfnEXxl90UnJ5B8bluJl+VS8l52VjcJrwH/dRuaKXmvVY8e/0Y7Qpbrpm8eS6mLcmn5Hw35qzRX0Hj8MpmGj9pw/ArnOOtvS63/x/1+GqCZE6xUbY4mwmXZzPxP3OYcnUe067NJ/d4F5pZo26zhz1/rUtOgtmhrSJIoNkgY7I18jSzk/eAH7NLx2KJlc0I0b9Cwjdiahh4FXIhhBBDl9QnmUVFRcnc/aBt27aNL37xizQ1NUVeW7FiBW+99RYrVqzgS1/6Ur/beOaZZ1i2bBnHHHNMIkMVIm3odihYkEnmVBuaroV7etRA0zSUUqigonF7GzXvtULwyHqNH7VFfs+YZiPvBCfOMiuTvpaLEVCE2hUq0HGncqD3a2IsN+BbPUO9JzSUm0kdq+jW8M2oo75TwN4n6gh2H4bBgPIXGsk5zoH9FCdmlwlQGH6F90CApk/b8exNncSt+p0Wxl+QReHpmVSubIm8Xvt+K67JuRTkN1NFgnqZFaOauaPTnzaGN4asEGIAlBGeUlmqxzcKpEx12SlTplBaWsqaNWsSup9t27b1OX/y5Mm9zluyZAlNTU1ccMEFLF26FKvVyqOPPsrf/vY3rr76anbv3o3F0vcJTCnFHXfcwQsvvDCk+IUYDcZfkoWz2Irq0vA+0GJQvaqZtopwJqmZQQV720K01l0+Wnf5MGfpFJyagTXXjMmuoTkG8lRzGFVmBrBqXCrk9LIRw68w2cLJuNbHt3njR+2Ym1uoTfHhGtoOBgi2GGRMsQFHksxAk0HIa5CR0db7ykL0IdDRFtNKkGDqXPoIIcSoldRv2ttvv52TTz6Zk08+mby8PFatWsUZZ5yR0H3OmTNnSOvt37+fDRs2cOKJJ/LSSy+h6+GL14ULF9LU1MTy5ctZt24dp59+eq/byM/Pp7a2ln/+859s2bKF448/fkixCJHudHP4UZxnrx8jqGj+tC2SXHYaaILZVbDJ4PBrPdsnivTRuK2NggUZZE630bLzyDifTZ+2kzfPRZ7RQn3H08xIJzciQulgDLNNZvcxLTs79uk6P6oznxS8b6F1u5kS7JJkthkKpLdiIYRIqKQ2Xvr5z3/O+eefT15eXjLDGJBDhw4BcPrpp0cSzE5nnnlm1DK9Wbp0KTZbuNOKO+64IwFRCpEefLXhK9aq1c1Uvd3SI8EUY1fjJ20opcia5Yh6vX6LF6WghMbkBDbG9egtNs16+bV11LX3SXVZIRIv2UOTyBAmKWH095ARJ4WFhQC8++67GN3ugK5evRrov41paWkp3/rWtwB4+eWXef/99xMQqRCpz+hoK6mZ5CtIdGNAoDGEPb9bRZsQBIM6dgLJiUuktVxaMYB2eu8oSwghRPzIFd4ATZs2jdmzZ/P++++zePFiVq5cyZo1a7jmmmt4/vnnKSkpYf78+f1u52c/+xkOR/gO/e23357osIVIaUqqrIkYmj9rRzNpuKZEJwRKaWjp8ugsjfX51DJV3/4+YszEi52gDF8ixEgxVHpMIqHGXJJ59tlnk5eXh9VqpbCwkEWLFvHrX/+ahoaGftf93//9XxwOBy+99BJnn302Cxcu5LHHHsNqtfLII49EqsL2pbi4mOuvvx6AN954g3fffXfYxyRE2pF2dKIPDR+Fq8xmz3H0v7CIohnhNpSRKdSt/WSsdbomlQbovm5ToKMdZseUlERT6zZ1n20o9NCRqfN4TMpgpjqMUrCLwhEOWgghxq4xl2SuXLmS+vp6AoEANTU1rF69mp/+9KdMmTKF5cuX97nu/PnzWbt2Leeffz4ZGRk4nU7OOussVq9ezbnnnjvgGG699VZcLhcgTzPF2BS5RpQbiSKWEITaFdas6B5sDENHRwHyBFz0z46fuezDhGIf+dKrrBAjJdltLaVNZkoYM0nmMcccw2233ca//vUvNm/ezPr163n88cc555xzAGhsbOQrX/kKr776ap/bmTt3Lq+88gotLS14PB7efPNNTjnllEHFUlBQwPe//30A/v3vf/Pvf/97aAclRLrSO9JM+Y4XvQh5Quj26FNUS6sDXYNxSA/Conc6BtOp4DgOYMGgnByqyE52WEIIMaaMiSTzhhtu4KOPPuKuu+7iwgsv5Pjjj+fkk0/mqquu4vXXX+fPf/4zAKFQiCVLltDWlvix2G6++WYyM8Pd8N92220J358QqUjGQha98TeG0HSizlJ1dZmElMZE6pCnmSIWHYO57CMHL16sfMAEDpH6PdgLMaookv+Ust8p2W/S6Dcmkszs7Ow+51933XUsWbIEgIqKCl544YWEx5SXl8cNN9wAwNq1a3n99dcTvk8hUoY8yBT9iHUDwvZZNfW7HZg0xeyqg5jb5D+oO80ALdRlCoLuB5Ovy+TvNnWb17X9ZY8xMRNB9T/pRpAcowWr4Y+9jAa6FuR4bR8WzeAAuXzEhEhvspnlQca91xCZjCZ5Gi6EEIkkDRQ6XHfddTz88MNAeEiSr3/96wnf50033cT9999PY2Mjt99+O1/+8peHvC1N19A06U0l/D6Ef4rk6qssOoea1dDGyK2u5ErHz4XJFf7H6Po/Ejp8mKbDkFOcQ0a+D3ObIuRMn2Pqo9+a+FE9k0Kt2zC0qlsAPRLJJOTuWm/to5TB0VSRiweNcGgVWg4Huj2dtCo/X+AgZgwOkMdhcqLeZ0dtO+rjnUde0DU0zZ5Wn4nRKh2/n0ajvspBU9rgKo+kQ5vHVI9vFJAks8OsWbMivx86dGhE9pmdnc1NN93E7bffzoYNG3j55Ze58MILh7StvInZWHQZ/0vTNbJLMkHTUNI9dVL1VRbZBQ4y3HbyJ4Wk1uMISMfPRV5xJmaXifxJPf9BzK0O3MV2Sj06nsz0+d7TgDynBRjhPK7bjZweSWbn08DIAokOqBsVO8m0EWAadZgx0U4utVoGRaqRowjh7zLeZR6tjKcRyKCCLAwyKeq2uZxxDtSknMjf6fiZGK2kLFJDX+UQMPywN0mBibQlSWYHlaQ7GjfccAN//OMfqaur4/bbb+eCCy4Y0nbq9jdi1ixxji79aLoGSlG7v1FOVknWV1noEwMYeX5q9zQkKbqxJR0/Fy4P6H6N2n0x/keKfTDOSXVLFi0jH9qQdeZ2lS3+Ec3jlKnb36n2JLNbkqkrg6lUk0crHqCcXA6a89ANgwyjGT9mKjU/KINZHCaTNhrQ+JQSWjQb4A8PtdJFqKoN1eV/KR0/E6OVlEVq6KscgiqQpKhEOpMks8P27dsjv5eUlIzYfjMzM7n55pu59dZb2bp1Ky+++OKQtqMMhUp4w5n0oFTH+yEnq6TrryykjEZOun0udKuG4Y8drzXPjFIKv2GNGlBbpUF1u67NCEdMKPrPWO/SiP9XdNuh6mjuMdmopogmNMCHmU8pwqvZ0fyKqVShabDPKEDDYK5+ACtBWrDzsVZCuKeo8Pighc99GrV9w+vt8b+Ubp+J0UzKIjX0Vg6DfhBjGKR8NSUjxeMbBaQ1VIe//OUvkd8XLlw4ovv+/ve/T2FheJDoO+64I2lPVYUYMVryag+I9KCZNEK+2BcBKhj+33GbPSMZkkgkw+B4Yx8lNBHExE7GsUWbhFezR9qZ5moe/JhoxMUM7TBWglQY2Ww3Som6nFEQamiImpTPl7RDE0KIsSjtk8y//vWvaFq405s777yzx/xt27axa9euPrfxv//7vzzyyCMAFBUVsXjx4kSE2iuXy8VPfvITIBzvihUrRnT/QgiRajQThHrpPbb6nVZUCKY5K8lT6VRhVvRmJodxEKCKTDbqU6jXMqPm6wQxaYom5cRMkCytDS9WyslPUsRCiF4lfXiSAU4ioZJaXfbdd9+NSgA//fRI9ZYPPviAv/71r1HLX3311YPex+bNm1myZAlnnHEG5513Hscccwx5eXkEg0E+/fRTnnzySd544w0ATCYTf/nLX3C5XEM6nuG4/vrruffeezl8+DC1tbUjvn8hRlTq12oUydTZm6w39pPMYIvBvv+rZ9KV+UyjmjrlilSVFOnHbvjJwUsLNnbpRTGXsXRUvQuhM02rAmCvUTBiMQohhBicpCaZDz/8MI8//njMecuXL2f58uVRrw0lyQQIhUKsXLmSlStX9rpMXl4ejzzyCBdffPGQ9jFcDoeDn/3sZ/zgBz9Iyv6FGEky2o7oiyVTR9M0gp5Qr8uEvAaVvixK7I3k4O3x5EukmD4eGkylGoDPGBd5LeNwCD0QXskwa3gLrRhKo0hrAsCDjVYckeVdVUZkeT0oTyiESKp0eFKY6vGNAqO+45/zzz+fRx55hHXr1rF161aqqqqoq6tDKUVubi7HHnss5557LldffTVutzupsX7rW9/iN7/5DeXl5UmNQwghksmaHT41BVp6TzIBKoM5FNNIvtZKvZ6ZlPEdRS+63kgyeh8HM1N5ySJc9bVdt0Vez1i1k1BjOKHUnU68Xz+WbcZ4Juu1+JWZPaowejvv7CJUWxf3wxBCCDE0SU0y//rXv/aoEjtYV199dZ9POAsLC7nmmmu45pprhrWfoVq0aNGAOzix2WwcOHAgwREJkQLkSabog8UdHnMj0NR3kql3VKHUJbtMP8pgKjUU0oICtlPc7ypt2Ds6+RFCpDRjxPvQHjzpyTjhRv2TTCFE6tGkvqzogzkz3L7S39h3F/OT7OFqlge1nITHJOInQ7Uxk8NYMGjDzCeU4NetyQ5LCCFEHEmSKYQQIqWYXTpKqV47/umUaWongIlW3YHSINitzzaTH3R/AgMdozRD9fGQwmAi9eiawUEtF79uOTJLGRxFNfm0AnCAHA5qeTjqFOM+b4reiqftyGp+PwUbGvuMSbXKcDZCpAqlDJRK7XEoUz2+0UCSTCHEyJMHmaIPJqc+oJpWfsOMzRQID6pt0gnZo+drhiSZcaOif9dilI+OwVz2YdUMUFCkmmkx7BwgFyshJlODBQMvFrZTgl8LJ6DWpiBq6ye97zoYRH24I84HJIQQIpEkyRRCjDxJMkUfNF0bUJJ5OJDNFFMNk41a9pgK+19BJIyZIMdSjgWDA+RQr2cw1agmk3bmUAGEi3QfuVRouckNVgghRMJJkimEECKlGD4jMlZmLK4pVrKm27Fa61BAMU3UGS6qGfkxjseyTLwU04QDP3YCaMDBjiqwStf4SJ+A1fCTb7QAGtVkEtLkskOIUU+p1O9YR4YwSTj5thdCjDx5kin6EGrrGO/QCoYfLFk62XMcOCfYwmNo6hpKKQx/CJ9Hw5YNc1QFn3jHUeXsMhSVRvT/mlxTxM1RHCaPcDtIAw0fFvaTRwMZZO0N4ti8L7KsAlAGBdTE3Jby+ZHWUUIIMbpIkimEGHHSuazoS+uedtzT7Uz8Wi66RUMza2iahhFU+GqDtOz20fRJGyoYXt6SpTPhq7nMbqnCbgTYn5EX2Zbq8r8Wqx2hGByb4Wcmh3FpflqVlR2UEOx2KWHyhQjVxE4ohRBjgEqDIUzkSWbCSZIphBAipXj2B/BW+LEXmAm1Kzzl4aTSXxd73MxAk8G+51oo/a9spnrqsRlBPnOPG+Gox4bjOYCGola5+HwAY1sKIYQYmyTJFEKMPHmUKfpx6KWm/hfqwmiHtXmTOblhP2VtzdhDQbbbxycoutEvw2ijTNWTgQ+AEDpmQugoqshkD5LECyF6YRjh7r1TmQxhknCSZAohhEh/oRCuco2PtQnMsFZQ4Pcyz7efD8xloHf0ItT93ka61pZKxHF02YZuGBzDQTQgSHg4GasKElI6TQEHNQ25ZBixnyoDWOrbpI2lEEKMcZJkCiFGnKYRdVGbNcdOxmQbKqRo/LgN74FA0mIT6UkFg+Q8vg6AKkA7K5OMqXBCaD9bmIChm1Bat3aZ3f4PU5IW3a60l0WOGMrxdFtnCtXowA6KqNczyd/Whv7O1sh8Gwf63JwkmEKMcdImUyBJphAiGTquih3jLRSf48Zk01EdX/jOMit7Hq/FMc6KfZwZW74Zc6YJAF91kLqNHoKtXS5jdXpc1epOnawZdoKeEC07fSNwQCLVVK5sITcnn9y8Vk4M7WMrE/DrlmSHlRYKaMWHiXo9M9mhCCGESFOSZAohRpxSgAbjL8wCA2rfb6Vhaxu5JzrJm+di6tUFXZZV4V5ENbBmm8g82tbRq6hCM2nhhNWAwyub8ez1k32sg/yTXWh6OJMtPM2gfquXhi1tSThSkUy11dk0FjiYYtQwL7SfDymlTbMnO6zUZhhoKJpxJDsSIUSaUoaBSvE2mUraZCacJJlCiBFXu7aFvJMzwICq1c0YHQ8b67d4MTl0NA3aawK0VQQINB45EVjzTOQe78KaawIFRkARbA7hmmyj+Bw3Ia+Byalj+BSVbzVhyzOTc7yT/JMyyPmCk4PLG/A3yIllrLDuqyXoy+FwVjbFkxo5LljOdlMJTborsozWZcBwpWkjP4Zrf+0rVYxFtN7/1mJto6/tA5pSkdcd+NGAdsxH3hupViaEEGKQJMkUQow4f4PB4deae84IQc2a1t7XqwtR+WbP9cyZHkrOy8KabcJb7qdiRXgZb3mAhg/ayD3BSe48J2WLc9j7f3UY7XE7FJHCgvvLYX85HqC80Ezp4hxmGxV8TiE1elY4seqSP2mocKKZTLHaiXb/u3uIXf8eQD7YNbGG6HaqTvyggU9ZRzzfFkIIMXpIkimESHvBFoMDzzT0Or9+k5dAS4hxizKZcmU+B//VSHtlcAQjFMnmqw6yvaWMGe6DHGVUY1NBDup5yQ5rQHQjSC5erIQIoRHEhAE4lR+PZqfB5Op3GwPlwA+AF2m/KoQYIun4RyBJphBijGjZ6SPYajD+wiwK5mdQ/kJjskMSI8xvWNmsT2KucYAJqh5rKMheCpMdVq/sho9Z6jB2AtFPFbuNHtIeMvOBuYygPvxTejZtKAUebMPelhBCiLFLkkwhxJjRdihAyGtgyzfjmmLFs8ef7JDECNJCipBhYhMTOY5yimnGTpAdFBHupjg16EaQaaqGfMJVx5twUK1l4seMCQOTMjBh4MVKPq0U0cy84H42miejYh3HgG/YG7jw4cdEKr0fQog0Y6hu40WlIHmSmXCSZAohxpTqd1opPttN0Zfc7N5Tm+xwxAjKeG4DGR2/HwJKv1pATp6XYznIh5SC0tGD0RcehjnOLRM1eu1cyGr4mWbUkI0XCHe+s10roV0/8lTR5FfkPbweA7ADbUdPZfdZBUwN1XBssJytlok9Nt/9mAB0DHQMguh0jgM0mwp0FBVkD/84hRBCjGmSZAohxhTPPj8hnwHJ7uBFjLxud64r11nIuDD8NHAeB9hKKSoJp0WzEWSmUUEm4W6W27CwRyuI6gU3QhF9HIZBpSmbLKONAtVKQaiZWt3d+74I8gUOYiWIpoU3ZaChodA1aFQOKsmJ8xEKIcYUpegxgHWqkSeZCSf1YYQQY44RAJNdo/hcN+YM+Rocyz6niENkYyXICRzASmBE9+82PJxo7CUTHy3Y+UArY6tpUuwEsw87TeMwgFKjvo+lDI6lHCtB6nFRqdw04sSPmXYs7Fe57KB4WMcjhBBjxYEDB/jxj3/MzJkzcblc5ObmctJJJ3Hvvffi9XqTHV7SyZNMIcSYU/7PesoW5+KaaMU1MZdD/2qkrUJ6mx1rVHs7rmqDOnLBbmJ8Zh3HcYCPGY8XOzCEcTQH8IBcaeEHkpmGlzlGBQr4RA+P32lqU7iaQr2uqwd63n0Pj3mu044FOz3/jzvH0ZzDISyEKFc5HOJIz7r2BhXZrhPo/gTC3Nye6s8khBApRBkKleJtMtUwn2S+8sorfP3rX6epqSnymtfrZePGjWzcuJGHH36YFStWMGXKlOGGmrYkyRRCjDlGO+x/qp7ic91kTLKRNdtBW0VLssMSIyxUW4fzhToA2oDDZ0+jeEoTX+AgOyimCRd6l5xNaQrDGp1Fqm5JperjwbjWMV/p4Sqyx4TCCeYH+gTaOtpdZlQGsb2yceAHoRRa6MjFkgY9OvpRJo0poSrc+KjDGZVgAmS/V07w4KFedyEJphBCHPHhhx9y+eWX4/V6ycjI4Kc//SlnnHEGbW1tPP300zz00EPs3LmTCy64gI0bN5KRkdH/RkchSTKFEGOSNc9ExiQbRlDR8EFbssMRKcDT5GAbmczhEDM5zG4KqCUr/jsyDOYGDqCh2KEXRRLM4dCVgYMArTGGHskxwj3QtmHhU4qlnYwQIrGUQcrfnlJDj++GG27A6/ViNpt54403OPXUUyPzvvSlL3HUUUdxyy238Omnn/L73/+e22+/PR4Rpx051wghxiSzK/z1V/e+B1+NVJUVYR7sbKWMEBpTqaGUurhu36KCnBDYj5UQ+/VcGvTMuGx3EjVoELNn2GmqOvzEVCsDXU77QggxVBs3bmTVqlUAXHvttVEJZqcf/ehHzJw5E4A//OEPBAIj29Y/VcjZRggxJnkPBlBK4Si1JDsUkWL8WNnCRAKYGK83MEcvRx/iXfmckIdj/OUc79vPib49zA4exkaQg3oO5Za8/jcwkH0oD+NooR0ztURXy3IZbVgIUUsmhm6Ky/6EEGKsevHFFyO/f/Ob34y5jK7rXHXVVQA0NDREktKxRqrLCiHGJgMMv8KWK1+DIkzfsY+iQ0eeLB7SNLLPc5Kte5mn72W3KqTGyDjyNNAwyNc8ZBpttOj2HkOHHBWoZJwRbutroGGg4cHCR5ZSmnUHAMVvVKF52yPrqLY2eu/2JwaTYjqVKDQ+MJWBpke1ycyiDQ2o1sLHZW8wyF1zIGoToWoZL1YIET+jueOfd955BwCXy8W8efN6XW7hwoWR3999913OPvvsIe0vncnV1SixvOlvuN29j402ViilaGpqIisrC03GQUyqVC8Lv9/PzTffjMvl4iHjL8kOJ6FSvSxS3aZNm/jb3/7G0cEqpqtq3C43NpuNmpoaVGfvs6EmXPZWfvCDHzBhwgSWL1/O669/zrhx47jllltwOByxy+G+4cV2//33s2PHDq699lr+HOOC5+233+a5557j/m9fxLHHHju8nY0i8plIHVIWqaGvcmhubiYrKwHt09PQjh07AJg2bRpmc+9p1IwZM3qsM9ZIkimESDvBYJBnnnmGDz/8kLa2NjIyMrjoootito3ozd13300gEOC0005LYKRiNDjhhBOYNWsWK1euZOfOnVRWVuLxeCgtLeWEE07g+OOPZ82aNaxcuZJf//rXmEwmQqEQbrebZcuW9XkhMlw7duygpKQk5h31trY2VqxYAcDRRx+dsBiEECLKKO34p729ndracM2P0tLSPpfNycnB5XLh8XgoLy8fUojpTpLMUaK5uTnZIaQEpRTNzc1omiZ3RJMsEWXR1NTEBx98wIoVKwgEAtjtdtxuN/X19TzyyCN88sknXH755QPaVk1NDUopioqKRv3nRz4X8bFo0SIWLVoUc96ZZ57J3LlzeeaZZ2hsbGTmzJlccMEFUQNyJ6Ic/H4/Tqcz5v/wn/70JxobG7n44osJBAJjtvOJWOQzkTqkLFJDX+Uw2HNkkECPoZRSTZDw92H3Y7PZbNhssXv8bmk5MtTZQIYl6UwyW1tbhxFp+tLUcEcjFUnl8/mw2+3JDkMIIYQQQoxSRUVF7N27t89rzvb2diZPnkxlZeUIRjZ0GRkZPRLAO+64gzvvvDPm8uXl5UyYMAGAK6+8kr/97W99bn/ChAmUl5czdepUdu3aFZeY04k8yUxzNpuN9vZ2fD5fskMRQgghhBCjkNVq7fehht1uZ+/evfj9/hGKaniUUj2e2vb2FBOIOv6BHGPntbnD4RhihOlNksxRoK9H+0IIIYQQQowEu90+amvYZWYe6X18IFVgPR4PMLCqtaORjJMphBBCCCGEEH2w2+3k5+cDcPDgwT6XbWhoiCSZZWVlCY8tFUmSKYQQQgghhBD9mDlzJgC7du0iGAz2utynn37aY52xRpJMIYQQQgghhOhH57BnHo+HzZs397rc6tWrI78vWLAg4XGlIkkyhRBCCCGEEKIfl156aeT3xx57LOYyhmFEep7Nzs7mjDPOGInQUo4kmUIIIYQQQgjRj5NOOokvfvGLADzyyCOsW7euxzK/+93v2LFjBwBLly7FYrGMaIypQpJMMWyLFi2KDN470GnVqlVR22hvb2f58uX84Ac/4OSTTyY3NxeLxUJeXh6nnnoqd95554DHXaqoqODqq6+moKAAp9PJwoULWblyZcxlZ82ahaZpjBs3rt/tHnXUUZH4f/Ob3/S57PLlyyPL3nvvvQOKOx7iURZdvfbaa1x22WWUlpZis9koLS3lsssu47XXXhtQPGO5LLo7dOgQd911FyeeeCIFBQXY7XbKyso47bTTuO222/j44497XXf//v3ceuutzJs3j+zsbCwWC7m5ucyfP5+7776bmpqafvcvZXHEcMqi06pVq7jmmms46qijyMjIwO12c9RRR3HZZZfx//7f/+uz50EpiyPiURadvF4vU6ZMiRzXpEmT+l1HyiJsKOUg5+3EGO5nQs7biffHP/4Rh8NBMBjknHPO4Ve/+hXr16/n3//+N9dddx233HILAEcffTQ/+tGPkhxtEikhhmnhwoUKGPCk67o6ePBgZP0PP/xQZWZm9rue2+1W//jHP/qM5dChQ6q0tDTmPp944okey1933XWRZT799NNet1tZWRm1vQsvvLDPOH70ox9Fll2/fn0/72D8DLcsOhmGob797W/3ue63v/1tZRhGr7GM9bLo6qGHHur3f3zp0qUx133yySeV0+nsc928vDz11ltv9bp/KYsjhlMWSinV3NysLr/88n4/W1u3bo25vpTFEcMti+66HhOgJk6c2OfyUhZhQykHOW8nxnA+E3LeHlkvvfSScrvdvb7XRx99tPr888+THWZSSZIphm3Pnj1q27ZtfU7/+Mc/Ih+8s88+O2r9d955JzJvwYIF6le/+pV688031ZYtW9Trr7+urrvuOmUymRSgTCaTWrFiRa+xdF78nXrqqepf//qXevfdd9WNN96oNE1TLpdL1dbWRi3/5JNPRvb90EMP9brdZ599NrJ/QOXk5PT5RX3SSScpQLlcLhUIBAb4Tg7fcMui089+9rPIMnPnzlVPPfWU2rBhg3rqqafU3LlzI/OWLVvWayxjvSw63XfffZHjmjBhgvrlL3+p3n77bbVp0ya1fPly9dvf/lYtWLBA3XjjjT3Wfe+99yLHqeu6+uY3v6lefPFFtWHDBvXcc8+piy66KLJtl8ul9u7dGzMGKYuw4ZSFUkq1traqBQsWRLZx7rnnqscff1ytW7dOrV27Vv3f//2fuvHGG1VpaWmvSaaURdhwy6K7LVu2KJPJpOx2e+Qivb8kU8pi6OUg5+34G+5nQs7bI2/fvn3qxhtvVEcffbRyOp0qOztbnXDCCeqee+5RHo8n2eElnSSZYkTccsstkS+i7nfD1q5dqy6//HL1ySef9Lr+iy++qDRNU4CaOnVqzC+n9vZ2ZbPZVFlZmWptbY2at3TpUgWoxx9/POr1AwcOROK68sore93/D3/4QwWoxYsXK5vNpgD10UcfxVzW4/Eos9msAHXWWWf1us1k6asslFLq888/j8R/wgknKK/XGzXf4/GoE044QQHKbDarXbt29diGlEXY+vXrla7rkTu33d/Lrvx+f4/XLrzwwsh78sADD8Rc76abboos84Mf/KDHfCmLsOGWhVJKXX/99ZGE/7HHHut1fcMwYl4YSVmExaMsugoGg2revHkKUHfddZeaOHFiv0mmlMXwykHO2/E13M+EnLdFKpI2mSLhDMPgySefBCAjI4PLLrssav78+fP5xz/+waxZs3rdxiWXXBJZb/fu3WzdurXHMnV1dfh8Pk466SRcLlfUvDPPPBMIt3XoqqysLNJu55133ul1/53zzjzzTObNm9fn8uvWrYuMndTZODxV9FcWAPfdd18k/vvvvx+HwxE13+l0cv/99wMQDAb5wx/+0GMbUhZh119/PYZhMHHiRJ5++uke72VXsToGWLt2LQB5eXl897vfjbne7bffHvn9vffe6zFfyiJsuGXxwQcf8Oc//xmAm266iauvvrrX9TVNw2w293hdyiJsuGXR3R//+Ec2b97M9OnT+clPfjKgGKQshlcOct6Or+F+JuS8LVKRJJki4d56663IF9NXv/pVnE7nkLbTtQvo3bt395ifk5OD2Wxm06ZNeL3eqHmdndsUFRX1WK/zS2zfvn0cPHiwx/zm5mY++uijyLKdYyT19gXZ9fXTTz+9r0Macf2VhVKK5cuXAzBjxgxOOeWUmNs55ZRTmD59OgAvvvgiSqmo+VIW4RNl50XVzTff3OOkPRB+vx+AyZMn97pMVlYW+fn5APh8vh7zpSziUxYPPvggSilsNhu33nrrkOKQsohPWXS1f//+yI2WBx98EKvVOqD1xnpZxLsceiPn7f4NtyzkvC1SVlKfo4ox4Rvf+EakOsXbb7895O387ne/i2zn+eefj7nMBRdcEGkj8vLLL6u1a9eqm2++Wem6rpxOp6qsrOyxzkMPPRTZ7pNPPtlj/quvvqoAlZWVpUKhkFq+fLkC1Pjx42PG8KUvfUkBymq19lnlJRn6K4vdu3dH5l933XV9bqtrBwN79uzpMX+sl8WNN94YOZaqqqrI67W1teqzzz5TDQ0N/W7juOOOUxDu2Kc3TU1Nkf1cdtllMZeRshheWRiGoXJzcxWgzjvvvMjrgUBA7d+/X+3bt0+1t7cPKBYpi+F/Lro6//zze1TVG0h1WaXGdlnEuxx6I+ft/g23LOS8LVKVJJkioVpaWpTL5VIQbsjeV0Pv/lx88cWRL7Lt27fHXObzzz9XeXl5keU6J03T1MMPPxxznU8//TSy3He+850e85ctWxZ1cVlbWxtpZ9L9SzoQCER6Al2wYMGQjzURBlIWL7/8cuS9uO+++/rc3u9///vIsq+88kqP+WO9LObPn68ANWXKFGUYhvrzn/+sjj766Kj3YubMmeq+++5TPp8v5jYeeOCByLIPPvhgzGV+/OMfR5Z58803Yy4jZTG8svjss88iy911112qpqZGffvb347qBdJms6kvf/nLas2aNX3GImUx/M9Fp6eeekpBuBORrhfnA00yx3JZxLMc+iLn7f4NtyzkvC1SlSSZIqH++te/Rr58+urRrD8ffPBBpFey2bNn97ns7t271eWXX66ys7OV3W5Xp556aswv067GjRvX67ZPP/10Bahf/vKXkddmzpypoGcj+PXr10eO99Zbbx3EESbeQMriwQcfjCzz7LPP9rm9zt7iAPXnP/855jJjuSyys7MVoM444wx1xRVX9Dhpd52++MUvqsbGxh7bCAQC6mtf+5qCcGczS5YsUS+99JLauHGjev7559XixYsH/PmSshh6Wbz44ouR+T//+c9VcXFxr+trmqZ++9vf9hmPlMXwPhdKKVVfXx95T/7yl79EzRtokqnU2C2LeJVDX+S8PTDDLQs5b4tUJUmmSKjOag+A2rlz55C20d7eHukVDVDLly+Pc5RKfeUrX4lcIHbtotvn8ym73a6AqCcUS5YsUYBasmRJ1HZ++9vfRuLsq8v2ZBhIWfzmN7+JLPPqq6/2ub0VK1ZElr333nvjFudoKItQKBS5U9vZk15RUZF64oknVH19vfJ6vWr16tXqlFNOicT41a9+Nea2DMNQTz31lDr22GNjXnScccYZ6o033kjIcUhZhD366KOReZ3bOPfcc9WGDRtUe3u7qq6uVg8++KDKysqKLPevf/0rrschZRHt2muvVRAeaqF7rYzBJJlDke5lEc9y6I2ctwcmHmUh522RqiTJFAlTXl4e6ZL7lFNOGfJ2Or+MAPXf//3f8Quwiz/+8Y+Rfbz44ouR1999910F4bYBbW1tkdc7nwpOnz49ajudVYN0XVdNTU0JiXUoBloWd911V+R9eOutt/rc5ltvvRVZ9u67745brKOhLFpaWqISQafTGXOgaq/XG5U8vv/++z2W2bFjh7r44osjTwS6T3a7XX39619XFRUVcT8OKYuw+++/P2obZ599tgoGgz228c4770Q+Z7Nnzx5W84DupCyOWL16tdI0TZnNZvXhhx/2WD/RSWa6l0U8v596I+ftgYlHWch5W6Qq6V1WJMzf//53DMMA4L//+7+HtI1f/epXPPzwwwCceOKJPPDAA3GLr6uu3WR37dms8/cTTzwRu90eeb2zd7SdO3dSXV0NgFIqMuTEsccei9vtTkisQzHQsuh6jJ09m/ama0+mfXW3PlijoSy6xgewZMmSSK9+XTkcDv7nf/4n8vfTTz8dNf+dd97h1FNP5aWXXqK0tJQnnniCyspK/H4/5eXlPPDAAzgcDp588klOOukkduzYEdfjkLKIvY177rkHk8nUYxunnXZaZMiGTz75hG3btg0r9q6kLMJ8Ph/f/va3UUqxdOlSvvCFLyQu4F6ke1nE6/upN3LeHrh4fz/JeVukEkkyRcI88cQTANhsNv7zP/9z0Ov/5S9/4Wc/+xkQ7pZ7xYoVCetm/dhjjyUrKwuI/QXZ+YXYaerUqZGuvN99910Atm/fTl1dHZB63W4PtCwyMzMjv7e2tva5TY/HE/k9IyNjmBEeMRrKwmw2R51Qv/zlL/e67JlnnhkZU3HTpk2R130+H1dccQWNjY0UFRWxfv16vvGNbzBu3DgsFgulpaV897vf5Z133sFut3Pw4EGuuuqquB6HlEVY189FQUEBc+fO7XUbXbffdRvDJWUR9j//8z/s3LmTsrIy7rzzzoTF2pd0L4t4lENv5Lw9OPH+fpLztkglkmSKhNi0aRPbt28H4MILLyQnJ2dQ6z/11FORwecnTpzIm2++GRkLMBF0XWf+/PkAbNmyBY/Hg2EYkcHtu39BAixYsAA48iWaqmM7DaYsSktLI7/HGu+qq/Ly8sjvZWVlw4zyiNFSFjvEAE4AAAb4SURBVF3fk67va3d2uz3yv915Rxfgtddei4xp+oMf/CDm+GQAs2fP5hvf+AYQLusPP/xw2LF3krIY3Prdl+26jeGSsgi75557ADjrrLN4+eWXefrpp3tMnRfSHo8n8trbb78dt2MYDWUx3HKIRc7bQzPcspDztkhVkmSKhPjb3/4W+X2wVWVfeuklrrrqKgzDoLi4mLfeeqvfC7t46PxSCwaDrFu3jo8//pjGxkY0TYt8GXbV+aW5Zs2aqJ8QXXUk2QZTFrNmzYr8/umnn/a5bNf5M2fOHGJ0sY2Gsuj6XoZCoT6X7ZzfeZcaiKr6evzxx/e5/rx58yK/91dugyVlMbT1u28jHqQsjlQHfOyxx7jiiitiTrW1tQDU1tZGXrvrrrviehzpXhbDLYfu5Lw9dPH8fpLztkglkmSKuAsEApH2AgUFBZx33nkDXvett97i8ssvJxgMkpeXx5tvvsnUqVMTFWqU7m0KOu+qzZ49O+bTv84vzQ8//JCWlpZIlY8ZM2ZQUFAwAhH3b7BlMXnyZEpKSgBYvXp1n8t2nhDGjx/PpEmThh9sF6OhLLreid2zZ0+vyzU3N0cuisePHx95vetFRDAY7HNfgUAg5nrxIGUB2dnZHHPMMQDs27cv0r45lt27d0d+77qNeJCySB3pXhbxLAc5bw/PcMtCztsiVUmSKeLu1VdfpaamBoD/+q//GvBF73vvvccll1yCz+fD7Xbz+uuvM3v27ESGGuXEE0+MNIRfs2ZNr20JOs2dOxeXy0UoFOLJJ5+MVENJpWoegy0LTdO45JJLgPAdz/Xr18dcbv369ZE7opdccgmapsUx6tFRFosXL468L//85z97Xe6f//wnSikg+iQ9efLkyO9dqxHF0vXCout68SBlEdbZoU9zc3OfVS9feOGFyO/xvhsvZRHuHKS/aeLEiUC4ymbna6tWrYrrcaR7WcTjMwFy3o6H4ZaFnLdFyhq5jmzFWNE5XhKgNm/ePKB1tm7dGhmQ2OVyqXfffTfBUca2cOFCBSiHw6GKiooUoJ588slel+8ce3LKlCmRY/773/8+ghH3bShlsXPnTmU2mxWgTjjhBOX1eqPme73eyPhnZrNZffbZZ4kIfVSUxeWXXx7pjn3lypU95h8+fFiVlpZGung/ePBgZF5DQ4NyOp0KUJmZmeqjjz6KuY8VK1ZEhs0YP368CoVCcT+OsV4WSilVXV2tMjMzFaCOOeaYmN3rP/HEE5HjveCCCxJyHFIW/Uv0ECad0r0shlsOct6On+GWhZy3RSqSJFPEVX19fWRA4Tlz5gxonV27dqnCwsLIF8x9992ntm3b1ufU0NCQkPhvu+22qDGrALV///64LT+ShlIWnW699dbI8cydO1c9/fTTauPGjerpp59Wc+fOjcz76U9/mqDoR0dZ7Nu3TxUUFCgIj2d56623qjVr1qiNGzeqBx54IHLRAKh77rmnx/pdxz/LyMhQP/3pT9Xbb7+ttm7dql577TV1/fXXRy4sAPXEE08k5DikLMIeeOCByDLTp09Xjz76qNq0aZN6++231fe///3IWKZutzthF3FSFv0bqSQz3ctiOOUg5+34isdnQs7bItVIkini6sEHH4x8UfzmN78Z0DqPPfZYjy+Z/qbHHnssIfG/8cYbUfspKyvrc/nXX389avlEX9QMxlDKolMoFFLXXHNNn2Vw7bXXJuSpWafRUhYbNmxQ48eP7/V91DRNLVu2LOa6hmGoG264QWma1mdZWCwW9dvf/jZhxyBlccTdd98dSSZjTQUFBWrt2rUJOwYpi/6NVJI5GspiqOUg5+34G+5nQs7bItVIkiniav78+QpQJpNJHTp0aEDrpNLJqrW1NerJ0BVXXNHn8s3NzVEXnFdeeWVC4hqKoZRFd6+88oq65JJLVElJibJaraqkpERdcsklasWKFXGOtqfRVBYNDQ3q7rvvVscff7zKyspSNptNTZ48WV199dVq06ZN/a6/adMm9Z3vfEfNmTNHZWZmKpPJpLKystS8efPUTTfdpHbu3JnQ+KUsom3cuFF985vfVJMmTVI2m0253W41b9489fOf/zxhT2s6SVn0b6SSzNFSFkMpBzlvJ0Y8PhNy3hapQlOqoxWxEEIIIYQQQggxTNK7rBBCCCGEEEKIuJEkUwghhBBCCCFE3EiSKYQQQgghhBAibiTJFEIIIYQQQggRN5JkCiGEEEIIIYSIG0kyhRBCCCGEEELEjSSZQgghhBBCCCHiRpJMIYQQQgghhBBxI0mmEEIIIYQQQoi4kSRTCCGEEEIIIUTcSJIphBBCCCGEECJuJMkUQgghhBBCCBE3kmQKIYQQQgghhIgbSTKFEEIIIYQQQsSNJJlCCCGEEEIIIeLm/wfB6dfwNtyNxgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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QBEEQhAERAaQgCIIgCIIgCIIwIEUfQO7Zs4eHHnqI73znO5x//vmEQiEkSUKSJFauXDmgfWQyGVatWsWXvvQlFi1aRHl5OZqmUVFRwemnn87KlStpb28f0L7a2tq47rrrqKqqwuv1cs455/DUU0/1u31TU1OhvZIkcdpppx3xPlauXFnYvqmpaUDtEgRBEARBEARBGG7qaDfgSGpra4/p9u+88w5nnXUW8Xj8oL/19PTwyiuv8Morr/CTn/yE//7v/+bKK6/sd19tbW0sWrSIlpaWwnXPP/88F154Ib/97W/57Gc/e8T2vPrqq6xevZpLLrlkcA9IEARBEARBEARhlBT9COSBpk6dykc+8pGjuk0sFisEj2eeeSY//OEPefLJJ3nzzTd5/PHH+fznP4+iKMRiMa6++mr+8pe/9Luvm2++mZaWFk4//XQefvhhXnzxRW6++WZs2+amm26iu7t7QG269dZbj+oxCIIgCIIgCIIgFIOiH4G89dZbWbRoEYsWLaKiooLnnnuOxYsXD/j2sixz5ZVXsmLFCubMmXPQ3y+44AIuvvhiLr/8ckzT5Etf+hJbtmxBkqQ+22WzWVatWsWECRN48skn8fl8gBOUWpbFz372M1avXs0111zTb1sqKyvp6urizTff5MEHH+Tyyy8f8OMQBEEQBEEQBEEYbUU/AnnbbbexdOlSKioqBnX7M844g3vvvfeQweM+y5cv54orrgBg27ZtrF+//qBturu7yWazLFy4sBA87nPeeecB0Nraeti2XHfddVRXVwOwYsUKbNs+qsciCIIgCIIgCIIwmop+BHKkLF68mD/96U+AE0SefPLJff5eVlaGqqqsW7eOVCqF1+st/O25554Djrxe0+fzccstt/C1r32Nd999l/vvv/+way4HKpPJkMvljnk/giAIgiAIgnC0dF3H7XYfcbtSO2cd6OMab0QAuVc2my38rijKQX/3eDxceOGFrF69mgsuuIBvfetblJWV8ec//5mf/vSneL1eli5desT7+du//VvuvPNOdu/ezcqVK/nEJz6BLA9+IDiTyTBlypQBZ5EVBEEQBEEQhKFUW1vLjh07DhtsZTIZpkzy095hjmDLjs1AHtd4JALIvdasWVP4ffbs2Yfc5qc//SmvvPIKL730EpdeemnhekmS+Ld/+zdqamqOeD8ej4dvfetbfPnLX+aDDz7g97///YCyt/Ynl8vR3t5Oc3MzwWBw0PspJbZt86tf/Yp0Os1XvvKVQ/49Go0WSr4Us1wux5133onH4+Hv//7vi769++zatYuf/vSnBINBgsEg1dXVnHnmmUyZMuWgbQ91PNauXcv999/P3/7t3zJ9+vSRbv6gpVIpHn/8cV566SUkSWLq1KnMmzeP0047rdDx9MADD/Diiy+yePFiLr300mE5pvF4nBUrVnDdddexYcMGXn/9daZPn85f/dVfEQgEDnvbUnp/jAfieBQXcTyKy9Eej4ceeog33niD7373u6hq31PcH/zgB0ybNo1PfepTw9XcMa+/4xGLxZgwYQK5XO6wgVYul6O9w2TnG5MJBop+FR2xuMWkU5qO+LjGIxFAAm+//TarV68G4Pjjj+83gJw+fTqvvfYa3/rWt3jiiSfIZDLMnz+ff/zHfxzQ6OM+n/vc5/jxj39MS0sLt99+O1ddddUhRz2Pxr4T+fHghRdeYMeOHfzN3/zNIR+zbdvYtk0wGCyJE4DPfvaz/PKXvyQajTJx4sTRbs6AuN1udF3n61//OnV1dYfd9lDHY8mSJbz77rs8/PDDfPvb30bTtJFo9jELBoNce+21LFu2jHfffZf33nuPRx55hHfeeYdrrrmGuro6rrvuOiZOnMgf//hHPB4Pl19++ZC/Dv1+P4FAgGQySX19PcFgkJtvvhmXy3XE2x7L+8OyLN566y3mzp1bMses2JXa59VYJ45HcTna45FMJpk0aRLl5eV9rrcsi1wuh2VZ4+ZcaTgM1fsjGJAJBo7tvFcYXeM+gMxms9x4442YpjOc/oMf/OCw20+dOpV77733mO7T5XLxne98hy984Qts2bKF//mf/+H6668/pn0uD12DKo39EzrZJTHlryqIbcxwyymHPlaSLFE5uYyupl5sq/gTFblrVCZcXsbfLfwGmQ5jtJszIP5pLuqWBPnrGV/BSFqH3ba/46GXK0z8eBmfPf1Get5MDXeTh42rWiW7OM9t224n8k6K6PsZzIxFxQIfT/EUv/vug8Q+yAz5/dYuCXL/nj+x+/EYkz5VzpUz/5rUriOvKzmW94filZl0ZRnJ1hx7njy4tq5w9Ert82qsE8ejuBzt8Qif6KFioY8LXFdi5/t+30y6spwnfvYif/zCU8PZ5DGtv+Nh2Pmj2o+FjcXhzx2KgYX4DOhP8Y8fD7MvfvGLrFu3DoBrr72Wyy67bETu94YbbmDy5MkA/NM//RP5/NG9+cYr30QdWZVKOuD4sLL5XvJxk0xnaQSPik+m8nQfqbbcEYPHw8n1mPS+nabsZC9aqHR7IrMdBrv+2EvknRThuV6mfLaC6TdWUXaSk2hLGqZP2d63U+hhlbKTnfsxU8P/ZWymLJItWTR/6R4vQRDGLtsEWZFQXM7omLtapWKRj/qLQpg5i8SO7BH2IAjCQIzrEcgf/vCH3HXXXQCceuqp/PKXvxyx+9Y0je9+97vccMMN7Nixg9/85jd8/vOfH7H7L0WS7ARb6bbciJwsj4TyBV78k120PRalFDq6ZE2i4eIQ2ND+1LGPQPW8mSQw3UXVWX7aVkeHoIWjwzah+7UUvW+n8dRpyJqEmbHIdpvD9lrNdhgkd2UJHucm05En2zUyHRCKS8ZIlk4CBEEQxj5Zl2i4NIS72pmJVbHQh5myCh15iR1Zul9LYmVL4It2HDBtC7MEDoVpj41zzeEwbgPI//qv/+Lb3/42ALNmzeLRRx89qL7jcLvmmmv44Q9/yNatW/n+97/PddddN6A1TIciydKYX69RfooHPaTQ/EwcSe7/sTrPBYfdZrTpZQqVZ/jwNuj0vJ4ktStf1O3dp/wUL1pQpuXPUayMPaA2H/Z4WNCzLknNR4NoAeWYRjSLgZ2H1K6+swmG87i2PxXHU5sl0zHw18+xvj+61qYIzXahl6nkoyKQPFal8Hk1nojjUVwGejw8dXoheAQIznASnuRjJrsfi5GLmIX9CYPX3/GQbIkSmJEqDKFxGUD+4Q9/4G//9m8BmDRpEk8++SSVlZUj3g5VVbn11lu55ppraG5u5r//+7/54he/OKh9VUwKo8n6ELeweKgBmbqPBIluyjgL4A+zBl6SJcL1AZCkolvDovgkQrM9+CbpGEmT3vVp5F43lZNLI7tX3UkBsl0GwbAN4YHd5kjHQ0bC7w0w4QyV+BYxvWgwvPUD3/ZY3x++yToVC3xwJsS2ZIi8nT7qfQj7FfPn1XgkjkdxOZrjEX/BQvUrWFmLfNxCDymYWYlgODjg7yvh8Po7HnkrBzsGvh9nDWTxv79KoY2jZdwFkA899BDXXHMNlmVRV1fH008/TWNj46i15zOf+Qw/+MEP2LhxIz/4wQ+48cYbB7Wf7p2RMZ1Ep/J0L72dNjsf6+FIMwokWQLbpmtnpKhOAALTdapOC5DLptnzaBfRTdmS6rHz1GukUdj9RozkzoEXAR7I8dC2m+QNk66mxFA1V+jHsb4/unZCT4uOb5qL3nVpst2lsXa3WBXr59V4JY5HcRHHo7j0dzyONomOUPrGVQD59NNPc+WVV2IYBhUVFTz55JNMmzZtVNskyzIrV67k05/+NLt37+Y//uM/BrUf27KxpbH74eqf6iK+LYNlDOwx2vbe56QIvnAUt0RwtpuKU33Et2TpeCGOXYLn3BULvaR35weVhOBIxyMfM9ECSlEcr/HgWN8fsc1ZYpvFaPFQKabPK0Ecj2IjjkdxOdTxsO2jOzZWSeRgpURaOTrGTRbWl19+meXLl5PNZgkGgzz++OMcf/zxo90sAK688krmzp0LwB133EEymRzlFhUX/zQXqk8h2TTwUa9iUbHQx9TrKqlY4CPyXpo9z5Vm8Ci7JNzVGtENwzNd0UxbKG6xNkUQBEEQBKHYjYsA8q233uKSSy4hmUzi8/l49NFHOeWUU0a7WQWSJLFy5UoAOjo6uOeee0a1PcXE26hRe16A+JYM6dbSmiIh6xLheR5iGzNs/3/ddL2cLIlMq4eyr8xGbpiSptg2IOJHQRAA7wSNiVeWEZ7nGe2mCIIgCIdQ9FNYX3zxRbZu3Vq4vHHjxsLvb7311kHB1nXXXdfn8rZt27jwwguJRCIAfO973yMUCvHee+/1e5+NjY2Ew+FjbfpRufzyy5k/fz7r16+nq6trRO+72EiyM+oYmu3GU6+T3JWj/ZnSK1run+pCkqHrtSRWpkQjx73cVSq2aZPrGabhUwsY41mEhZHnrlVpXB7GytpkuwzMjIXiloltyoiETUVK8crUnu9kSas6w4+nXmPPM3GsXGl/hgqCsJ9p25hHOe11NJRCG0dL0QeQd911F7/97W8P+bdVq1axatWqPtd9OIB84YUX6OjoKFy++eabj3ifd99990H7GW6SJHH77bezbNmyEb3fYqOXKdSeF8RVqZJqybH7yZiz5q6E3sPB4934p7hwV6uk2vJjomalb6KOpEh46jVSzcMxEmwjjYv5EMJIcldrSJKE4pbwNu7PUu2qEhl/i5GkSdQtCYINTX/owV2tUbskQMVCH50vigRbgiAIxaLoA8jx5NJLL2XhwoW89tpro92UEeedoONt1Agd7yEfM9n1x94RK4w+ZBSY+PEyXOUqtm0jSRLJQSScKUa976RxVWsEZ7iHJYC0DZBUMQIpDK3IO2ki76SRdQktqCDrEvm4ifnheqOS8/qz80PbUyWpoAWU/dOzbcj1itqZ/XFVKHjqNHrfTWFlbVLNOWLvZ/BPc9H54mi3ThCEoSLKeJS+og8g77nnnmNaE3jdddeN+GjigSZPnnxU2aleffXVYWxN8ZE0idqPBvBPcWEkTaIb0nS/niy5RDP+aS6qP+JH1iVimzMobhlZl4huyIx204ZEujVPYmuG0BwPrrfTQx7c5yIGqkdGdkslP91XKD5Wzj7sa7bm3AD+aS6a/9Q7ZAGet1Gj4dLwQde3PRYtyYRgI8FMWViGTdlcL/4pLqycjRZQMNOlP4tDEARhLCn6AFIYO7SgjKdBR9YlZFVCccv4p+pImkTbX6JHVVtw1KkQnOHCP9WNp1pF1mVsy6bzpQTp1jyTPlVOYvvYGH3cp+uVJJ46naqz/XS9lMBIWxjxoTmxy/Y4J+3uKo1Ucwm9DoTSIoOiS1h5G3tvnOibohOc6QYgOMdN10tDkwXbOGDqeufaBJkOgwnLw7gqVBFA9iMfs9jxP934JunoYQVJl5BkidimsdERJwiCw8LGLIHRPTEC2T8RQArDTtYlKs/wEZrlwbZs5+TNsLFyNsmdOXrWp4YsEBk2MgSmuQhMd+Gq1lDcEpIkYds2Ztoi8l6S7nUpPHUakz5VDjijq2OJbULHSwkmLA8z4YoyAHb8v26MD08HHIR8xCQXMQhMd4kAUhhyakCm/sIQrspDf+UZKQvVK1M210vv+vSQrFvO9Zg0P9hL9dkBqk73A07tNBE8Hp6Vs8X6VEEQhCInAkhhWKg+mZrFAdw1mrMeEOh4Pk5sc6Zkpqf6puoEp7tx16goXnl/wJixSe3KEd+WJb41C5bzeMtP9hKc4cbMWDT9vmdMZg3M7M4XMlkCeOq1ITvZi2/OUnaSh44XKJnXiFCctJBC+XwvWljBU6v1+Vv3a0nMrEX12YHCdarXeT3Ht2WHNOlVZo/Brj/24mnQ0IIK+YhJtlu8uAVBGN/EGsjSJwJIYchoQRl3tYa7ViNwnAsrb9P7dgqA6IY0Zrq434jeCU6SGHedhurbHzBaOZt0W574tgyxzVk44PxP8UiUzfcSmuPBNm0ye/JE3suMyeBxn861CWoXO2n2hzLxTWxLhoqFPnyTXCS2iREIYfBclSrBWe4+17U+GiW1a//oX2xjBj2sogZlrKxTosYcpvW36dZ8ydWxFQRBEIT+iABSOCZ6uUJothv/VBeqb3+x+egHGXrXO5n0ipW7TiU0y4OnTkP1y0jy3oAxb5Nuz5PckSO2MY2175xTAtUvo4cV9DIV7wQdT72Gbdj0rk8ReSeNNcRZHItRfHOW2sXO7+nWoZuOZ8Qt0u15gjNEACkcm8S2LNtaupAUqd8RRduEbLdBtnuEGycIgiAIJU4EkMLgSFCxyEfZiR7MlEV8W5ZUc55MR75og0ZXlTMq4d07nWxfwGgbNplOg2RTlugHaey8s60eUiib70MPKWhhBS2kICvOiJtl2KR35+l+JUlsc6ZoH/OwsJ2pfqpPJh87tul+/ik67loNK++sJY1vyVB1hh/FLQ3baJAwPjjvSfEaEgRBKDambWMeRYWC0VIKbRwtIoAUjprscoo9e+o1ul9N0vtOGoowB44WkgnOduOdoKMHFaQDgr9st0FyV47YBxmMhIXikfBNdFFzThBvo46sOcGlEbfIRU3SrXmiG9Lkoya5iImRKMIHPIJyEYPANB+SQiGb5ZFoQYXATBexjRlkTSI400V4rrfPNq2PRACnLMpYKYEiCIIgCIIwlogAUjgqeoVC/YUhZE2i9ZEo6bYiXNcjQ81HA4SUvesYTZtc1CTVnCXyfgYj6gR/eplC4Dg3vkk67hrnrZDZY9DzRpJUc55cxBhwcDSeaEGZsnle4lszh31+3LUqvgk6ilumcoqfsNeZ4lw+3wkazaxF92tJYlsylJ/sJTTbQ+gED8nmHIHj3CKAFARBEIQxyKIoxx0OUgptHC0igBQGzD/NRc25AXJRg5aHY0VbeqP+kiB6mULPBzm61ibJdTtRjhqQcZWrhE/Q8E9yoQUVrLxNqjnHnufipHbmxLTJAdDLVWRNouvV/fXyFI+Eu1pD8cooHhlPnYZvgo6RNAvPaeeLcdSAgm3YpFrzpNvzhU/njjUJ0m15as8L0vVKgsrT/GghhXxURPCCIAiCIAjFRASQwpFJULHQR/l8L/EtGfasiRdtmQXfJA1PrUa202D3o3Fkl9P2wAwXmt8ZAcvHTZI7cyR3Zkm35cUo41HK9RjYlk3FAh/RDWkCx7kJznYjq/vqYtrkYya7n4yR2JZFkiUqJ0tEm7LYVv8B+r76j2bawkhblM3z0PFCYqQeliAIgiAII8DExiyBNeql0MbRIgJI4bBkXaL2/CDeRo3OlxNE3kmPdpMOq/qcANjQ+XICb6NG7fkBbBviW7Ikd+XIdRtDUvh+PMvHLPY8G6f6nADBmW7MtEXPmynimzIYKWvQeUvMjLM21dOo0/tWisqFPnreShXtSLcgCIIgCMJ4JAJIoV96mULdRSEUl0Tbo1FSLUW43vEAoRPcqF6FyLspMFxULPKR6TLY/VhsTNdlHA3xLVkSO7K4KlVsCzSfjJkdfPBY2O+2LOUneeh8KUHZiV7KT/bSsUaMQgqCIAjCWGHazk+xK4U2jhZ5tBsgFB9JgfA8DxMuD2MbNs0P9BZ98AhQudCHlbfoWptC8Ui4KlSiGzIieBwmtgGZdoOKU7zUXRhi+o1V1F8SQg0M/mMlsTWDrMsEZ7rpXZ8iONONFhQfU4IgCIIgCMVCnJkJ+8kQmuNm8tXlVJ7mI741S/ODvcdc628kVJ7uRdZlul9PAaB4nJd2rrdIF2uOIbufjJFqddYv+iboTPlMBVVn+1F9R//xko9ZGEkT1ScTfT+NmbaoPN0/ZG31TdKp+WiA+qUhAse5hmy/giAIgiAMjFVCP8KhiSmsAkgQOM5FxQIfakAmvjVLz7pU6WTAVCB8ghcjbRJ5J40kS3uTtUiF2o/C8LENaH04yqSrytBDzkdK+HgP4eM9pHfnsQwbj+wmg07ZyV6MlEXH8/F+a2mm2/MEprnoWZei4/kE9ReHKD/ZS8+bqUNuL2kSnjoNWYVcr0k+amJ/aNeuSpWKRT58E3QyXXmsjE3teUHKTjKwDRvbhuTOHLGNacy0GLEWBEEQBEHojwggxzlXlUrN4gCucpXEjixtf0mS6y2RwHGv2sUBkKHj+f1r5ZzSERKaXybbOXptG09aH47irtFwV6mUneTUekQC27IJHOdCbgiS7TFwV6s0fixM7/rUIWs9dr2cZPJnygnMcBF9L0P3a0kqFvqw8jaRd/cncZIUqDrDT3CWu09HgW3Z5OMWRtzEytvoYQW9TCUfN2l9NEpqlzNa6p2o45+qgw2yJlF+speKBV6SO3Nkugwi76SKNtuwIAiCIAjCaBEB5DjmqdeovyhILmKy60+9ZDtL72xZ9sr4p7nIxyySO3KF662MTT5u4q7TSBxwvTD01ICMf7KL9O48iW1ZEtuypHfnqb84hG3YtD8ex9quEemMku0x8E3WqbsgSOVpfsyMTWJbts/+tKCCJEtYe+tH9ryZQnZJVJ3pxztBp/dtZySy6nQ/Wlih+/Ukie1ZrJyNFlbQwyp6WEH1y0iqRKbDoPOlBKnWfJ8kP6lduUIwCSDrCQLHuQjN9uCf6kIPK3Q8X7wlawRBEAShFFlImBT/DDGrBNo4WkQAOU75JurUXhAk056n7bFoyZ4k150fAKD9qdhBf0u35/HUaiPdpHGn/uIQrnLno2TPszEkTSY0yw04I9wAVt4mF3FGtpNNObbf003N4gB1S4IkZ+ZoezQKMlSf7Sc020OqNUeiaX9g2bU2Sao5R83iAI3LwgBkOvM0P9hLrnv/iLnZbpBpH9yL2crZRDdkiG7IEJjuovrcAJ46jcS2LNkeAytrI6kSsiY5/6vO9FlZdX5yEZPYJpG0SRAEQRCEsU0EkOOMXqZQdqKXwAwXyZ052p+KYZfWjNUCvULBU6eR6TAOOXqa2e2spZNUSjZALgXtT8aY9KlywKnDKckH9Nj1E0tZOZvdj8fwT9GpuzBE9Uf82KZNaLaHjhfiRN/PHHTbVEueHb/rQfPLKB6ZTIdxzGVD+hPfmiXTaVB+shf/VNf+Kbn72m/Y2Hkby7Cx8rYzTXeWm/BcD62PREoi8ZQgCIIgjAbLdn6KXSm0cbSIAHIc8U7UqbswiJm26Hol6awnK+E3R+15QcAJYA4l024gyRLuGo10a/GXISl17c/G8E10oQVkdj8RQ3HJoBz+NokdObpfSxI6wYPikuh+PXnIdZEFlpOpdSQCtHzUZM+zcWDfSCNYBtiGfcj3jRqQaVgaomFZmJY/RzCSIogUBEEQBGHsEQHkOOGp16j9aIB0S47dj8cOylJZajyNGnqZQrIp1282z1zExMxYeOpEADlsJKg6008+bhLfkiW+af+0033Hpc+I5CH0vJmiZ30KWZWw8sXZo2HnbcwjvISMuEXrI1EaPxamcXmY3U/FyHaIoW9BEARBOJBZImsgS6GNo0XUgRwHgrPdNF4WJp8waX8mXvLBI+zNvGpD+9OHHn3cJ707j7dRH6FWjS9aSKHugiCeeo09z8WPrWCSTdEGj0fDSFq0PBTBzFhMuDxM7XkBPA0a4jtIEARBEISxQoxAjnGKR6JigZf41gztT8VHuzlDIjjHhepTiLx35DILsY0Z6i8O4anXSLeJUcjBctdqVC70giJhJCwkGXyTdcyURfvTcTHCewAjbtH85wihWW7CJ3ppPM6NmbWQFIlMe57udSky7eL5EgRBEI6dXq7gqlSJb84eeeMiIUYgS58IIMew8DwP5ad4sU3oeiU52s0ZMpWn+bHyNp0vHvkxJXfmyHTkKV/gpfWh6Ai0bmxRfTJl872EjneT6TDI9RpofgVZk+h4PkF8U2ZMjGgPOQui72eIvp/BVa3ibdDQwyquSpWGS0Psur+XfLREs1cJgiAIo0ovU3DXaBgpi4alIQCMeIT0btE5KYwMEUCOQbJLovb8IN5Gjej7GXrWJTHTpT89EKBioRdFl+l6JTHg2/SsS1G/VIxCHg0trFB2kofgcW4sw6ZrbeknXRot2Q6jsBZSUmDSp8upuyDI7idiIogUBEEQBsRdoxI4zu10SJbtP33P9hi4ylUUr1iVJowcEUCOEa4aFV+ZGy2s4Juko3pl2lZHSbWMoYBJgbITvRhpi9630gO+WXKXMwpZcaqPllWR4WtfCfJP1ak+O0AuapLcmcU2wTtBx9uoYaYsul5NEv0ggz0G1icWA9uEtr9EqbsgyMRPlhHdkKZ3fQozI55fQRAE4WBqQKb2o0E8dRr5hElyZ46eN1OkWvN4GzSyPQaTPlmOlS2d6UCWLWHZxT89tBTaOFpEADlGNF4aRtM0jIRFtttgz9Nxst1jKwNkzbkBkKHjhaNfy9m9LkXD0hCeBpGRdR+9XKHuAmfqi8cjo5cpSKpEui1Px3MJ4lvE9NThkOsx2fWnCGXzPITneQjN8RB5N03vWymsnAgkBUEQBIdeodCwNIRtQuujUVLNuT4zgVItOefcCMiJGS3CCBIB5Bix64FeiMvYY/TzQ3ZDYLqLfNwiuT131LdP7cqR2ZOnYoGPltbI0Dew2MjgrdfI9ZqFeoSyJqEGZDS/ghqQcVXtf/tv/59uzJTlZAsVMcyws/M2PW+kiLyXpuxEL+G5HoIzXbQ/IxISCYIgjHeSAuWneCk70Uuu16R1daTPUiTFLVGzOICrWkP1yKTb8xjx0unxFUl0Sp8IIMeIfK+JKo3d+e91S5yRsj1HKNtxON3rUjRcEsLbqI2tqb17KT4Zb72Gt1HHO1FH9cjYlo2ZtZEUUPT9rw/btMknLIykSeujUSd4BBE8jjAra9P9WpLIe2lqFgdoWBpi95Mxkk1H30kiCIIglD53rUrNOQG0oFKok3xgmSzFI1G3JIinXifdnqfzhTgJ8Z0hjDARQApFTy+T8dRrZDsNMnsGPy031ZwjvSdPxUIfqdZIyQdLskvCW6/hadTx1u9fVJ/tMohtypDYmsVVqaJ4JGzLqVFoxE3yCcsJGEv88Y8lZsqi7dEodRcGqT7bT3NXBCNROr3JgiAIwrErm++lcpGPdHue3X/sJdfrTCvz1Dn1hLWQQuVpPrCh5eFIyc5YMZExS6AU/Rid1DckRAApFL3a853Rx91PDn70cZ+utQkaLwtTNt9L75upY97faPBN0Smf78VVpSJJErmIQbo1T/frSVJteawDErJku8bWOtgxzYbOFxNMuDzM5KvKSWzPkt6dp/J0P92vJ4m8M/DEUYIgCELpkDQJ/2SdykU+et5M0f16Emyn3nL5Ai/uSq2wbWxzhs6XElhZ0QssjB4RQArFRQVZBmvvbAxPo4ZerpDclRuS+f2ZdoOeN1NULPCSbs0d04jmSHPXqFSe7sdTq5FszrHnOWe9nBipGjuMhMXOe3sJznQTOt5N4Dg3AJWn+YhtzIgkO4IwCvQyhepzAvS+nSK5Q0wVFIaW4pGY9KlyFLezlrHnjSTlJ3sJTHehl6mkWnK0PBTB2LvUJB8p/XExu0SysNol0MbRIgJIYdQpXpmKU734p7qQdQlJkpw1enET1a+AfWxrHz+s540U3kad2vOC7Lq/F6vIS1RoIYWKhT4C01xkuvIlPW1FODIrZxN5N03k3TTeRo3wXA+eeh3bKu7XqSCMRapPpmFZGNUro7h85HpMUb9VGFJaSEVxy9imjeqXqb84hKdOI741y541CTLt4vteKD4igBRGXM1HA3gbNGRdAklCUpzrraxNYnsOK2fhrtbQQgq2adP+TLwwIjkkbGh/OsbET5ZR/RE/7U8ffVmQkaC4JcpP8RGa48ZIWbQ/HSO+JTvazRJGUKolj7tWw12riTWrgjCCJBnUgELtkgC2adO6Okr1R/xMuCJM0+97xPRBYchk9uTpfTtFYIYbza+g6BKtj0ZFR7FQ1EQAKYyoiZ8I46rUMDMWRtLCMmyMhEXPmymyHSM3ndSIW3SsSVB7foDqvE3Hi4k+Wc5Gk6RCeK6XsvkesHHWv72bHrMlWoTDi2/JUn6yk869p0TX7QpCKSk/xUNoiYwkSU6m6tVRcj0mrQ9HmHx1Be4ajdQuMZVVGCI2dK1N0rU2iRZWMOLmmP++F2U8Sp8IIIURpZepZHsMdt3XO9pNIbEtyx4Fas4N4KnT6HolSXLn6J0UyLpEYLqLspO9qB6ZyIY0PW+m+iTFEcaffNSkZ32K8lO8JHflRGIkQTgSGRSXhJW38U1yoZcpWDmbxLZsoS5uf/RyBf8UNzufj5Buy5NuzxfWHudjFvm4iX+KLgJIYViMhfWNwvggAkhhxPim6CBDrrt4ToDjm7Nkuw2qTvdTf3GIVGuOrrXJET1Jd9eohOd68E12IcmQ2J6l+7Uk+ViRDIkKo67njRS+iTq15wXY9cfeMd87LQhHS/XJyC4J1adQfY4fza9g5W1kzRlFlHWZ0Gw3O+/r7Xc6uCRD2UkebNOm9+00Zvrgz+DYBxnK5nvpfCmBXTxfZYJQUkxbxrRLoIyH6L/vlwgghRHhrlWpWxLENqHjheJac5jrNml9JIp3ok7laT4mfDxMfLMTxB2pt/pYSJrkTE2c5yEXNel+PUl8S9ap0SgIB7JgzzNxJn6yjNAcD5F3RUkPQdin7CQPlaf5C5fT7Xl61qVQPDLxrRmMuIV/mou6JUEUt4SZPvRZYcVCH74pLrrXJftd45jclaNioQ93jSbWqAmCMG6JAFIYEXUXOrUcm//UM7QJcYaCDNVn+pF0ieiGNFpQITDDjX+qiz3PxEgMcdp22SURnOmm7EQPsi7T82bKWdsmerqEw8j1msQ2ZSg72Uv0g7QY/RCEvQLT3SR35ehZl8QybHI9Bw/RG3HnuvKTfUTfTxcKtB9ICyuk2/Lkm/vvxMt2GWS68lSc6qOlNTJkj0EQxhMLCYviH4G0xIlZv0QAKQw77wTNWdP3Xopcb5GNrsnQeFkYT61GtscgMM0FQPdrSVyVKrXnB2l+MDIkU1rddRqhOU5gKgHxrVm6X0+KOo7CgPW8kSI4w014rpfe9SKhjiDIuoQWVohtypA5TCK2TIdB5N0UgZluwnM9xDZl6Fyb6LPGXJIlBpIzo/uVJA2XhvFN1kk2FVuPqCAIwvATAaQw7CoW+rBtm65XkqPdlINZIGvOGcPuJ2IYCZPa84NUnuYn2ZxDUiQ89dqgAkhJk9BDCp46jeBsN65ylVzEoPu1JPFNGUyRHEc4SkbCIvp+hrKTPEQ3pAvJPQRhvAod7wEgvjVzxG07X3IyXQZmuKk8zYd/SjnpPQZGwhmN9E3U6Xg+jo73sPtJteRJNucoX+AVAaQgDILIwlr6RAApDCvZBa5KlUyHUbRT7lofjdKwNMSEj4VpfSRKpj2Pf7LLKaHxWpLYpkOfmLiqVALTXbhrNbSAguLa23stgSTt/9CxTZtEU5bOFxOk28SaGeHY9KxPEZzlJnyih57XxSikMHiKR8Jdo+Gp0/BO0LENm0RTjvimzLCu/x4qkgKVi3zkeo0BdaaoARlJkYhtzJDcmSU4y4O7WsVVoSKpEt2vJ4ltzFI5uf8A0lOvUbHQh6dWA5wRUNGRIwjCeCMCSGFYVZ8dAKBrbWKUW9I/M2nRsipCw7IQ1ef4af5ThN63Dp+kpOpMH+G5zklGbFOG1K4cZtrC3nceYYNl2OSjJvmIiZUXJxjC0DBTFpENacrmOsl0RJkXYTD8U3WqzwmguGTMjEViexZZkyif76VigZfMHgMza5GPms7skSJ8mal+BXDKQ029rpL07hxm1sbO2SR35cgnTIyEhZW18e7NYiyrEj1vpuh9O3XIaeCS3P+IQ+A4F7XnBQuXY5syWEYRPjGCUORKJwureH/3RwSQwrDxTdXxT3ORj5hk2ot0+HEvK2eTaskTnOEa0PaxTVnCc70YSZPet1OHTNogCEMpMNNF2Vwvikci3ZZH1mUC011E3zvy1D1BOJDilqg5L0hqZ47OlxIYKasQIMpaAv90F94GjcB0N+CsvS3GUbZ81GTrXZ1oQQXfRB1PvY7qldBqlcLUVgDbspFkyamj2mNQdrKX4Cw37U/GDrtu8kC+STo1Hw2Q2JElHzdJ7syJLKyCIIxbIoAUhkXZfI+z9tGA5j/3jnZzBkQLyOQGWMQ322Ww/X+6abg0xKQrywHI9RrsvLc0HqtQWoKz3dSc44zm26ZN4DjnxD54nJvohkxRjg4JxctTpyErEvmEiX+ai8SOLEbcmbJq5W1iH2Scn01ZGi4J4WnQSA5xNuqhYhuQ6zHJ9aT7zBxRfDKqT0bzyShemVyvSXp3HmyIbkhTe36QuguDNP2h58jLKySoPM1HqiXP7sdjw/uABEEQSoAIIIUhJbugcXkZrnIVI23R/KderOxot2pg8jELT70+4O3NlPP4aj4aIDDNjayLxdbC8Eg154htzuCqVNECCpIzcw93jUbj8jDtT8ZKYs2aUBwSTTl630pRdpIX27SpPM1HcleOXI+BZYCsQPkpvv03KMGXlpm0MJMWh/r6MeIW7U/FmPzpcmrPC5Juz5PY7gTRsi7hm6IjT/IBErleA1mX0MtU2p8RHYSCMBScMh7Ff85UCm0cLSKAFIaOCpOvqkB2ScS3Zmh/Kj7aLToq6d05yk/2opcph6wRdiiKV8Y/xUWiKUvHmtJ6vELpMBIWe57Z//qSNAnVI6GXq9RdEKR8gZeONcW7zlgoMjZ0vZKke52TGTs4041/movAcW4kVcI29w9p71kTJ7mzOEcfj4URt+h6LUn4eA/+KS6qTveT3JXF26ATDHnp3JHBNsE3WUdxySR2ZMl2FvdSDEEQhJEiAkhhyEz6eBmyS6LzpURJrstKt+UxMxbBme4BlxzRAgqSLNHzRgozLeYRCsMvPM9DaLYbSZEKo97RD0rv/SaMvn1TN6MbMs5U6APIbmnMJ2iKvJ0m8naaaTdUImsSsibTtTZB3LLp2BjFtpzHr3hlrGwJDsMKRUVSncRPsuaMbBdrZvqRYCFjUvxJdCyxPqRfIoAUhoRvqo5ephLfminJ4BHANiG2MUNwlpvudckBfbhn2vPk4ybhuZ4+I0SCMBz0MoWqM/zEt2TIx0xsCxI7siKJkzDkxlTwKIO3QUfxSNh5J0OrfcBbpu2xKLbpfJ5LsnRQGQ8zJYJHYeBUn4xvio6rQkX1Kah+Zz2u4tofMNmWTabDoGVVRKxhF0qSCCCFIVF9lh/btGl/trSDqMh7aUIneCg7yUvPuv0p3t11Tq00WXWmD8qKhJm2yPY42fh8kwa+dlIQBksvdz6yO15IFGVWTEEoRrWLA4XEUwCRd9N0vrR/ynefbKoyeBs1vHmNZPPYm7orHB3VJyPrEkbS6vczV1KgYqEP/xQXqs+pNWqbNtluAyNpkW7NYySdkjL5pIVt2tRfFELWpHEbPIoyHqVPBJDCMXPXqKhehegHaSjxgRAjYRF5J03ZSV4S27KFtZBVp/twVzuFo7M9BrZpo7hlygNONpPEjhLJFCSUtH31REXxckEYOC3sfE6bGQvFLWPl+h9RrLsoSOUcP/oci1zUJLEtS+SdFOZYGpEVBqRsvpfKRfuTSZk5p6YoUAj8bBsUl4SkSkTfT5OPmhhxi0xnvt9lLf7pLlSvTPtTIqOvULpEACkcs/JTvNi2TdfrBxdlLkU9bybxTdKpuyBI858jWFmb9qdi1C8NYeVsWh+JFk7etbBCYLqL+ObSnLYrlJZslzOv2l2lkkiI0RFBGIjWR6LOumFVIrPHINXPyKLikfA16iR2ZNjzbgxPrU7oeDehE9y0PhIlO8CakaVOUugzxXc8kBSo+WgQb6NG71spVJ9C+AQPvW+lSDRlC1NRZV1y8nLu/weA+LYMue4jP2mS6pSESWzPkm4bv3VELWQssQaypIkAUjhmnnodI2FhjZF1IrYBu5+IMeHyMBM+Fqb10Sj5mEX703EaLgnReFmY5gd7sU3IR8w+U10FYTiZKYt8wsRVrZEo0rp8glBsrKzdp0Zkf8y0TbI5S93xQWoqgsQ2Z2j6fQ8TLg8769yfLu0lGofjrlUJTHPhn+pC9SnEt2VINuXIRZ2pl1g2tg22hfP7KAeYsi6hBmSMmFWYmXEkkgzeCc5yEzNro5cpeGo1FK+zRtG1d4lA5SI/lmHT+3bqgIR6Q9N5UHm6H8Uj07lWZM0WStugAsg9e/bw6quvFn5ef/11YjFnKH7FihWsXLnyqPb32GOP8atf/YrXXnuNzs5OqqqqWLhwIZ/73Oe46KKLBtPEPiZPnszOnTuPuN2kSZNoamo67Db/+7//y7/8y7+wceNGqqqq+NSnPsWtt95KMBg85PbXXXcdv/3tbwuX//KXvxzxMUmS06t17bXXcs899xyx3aPJN0VHViV6x9gIXD5q0vxghPqlQSZdWU7v2ykib6dpfTTKxCvK8NRppFrGb++hMHoye/J4GzS6R7shgjAG7f5LHLtZRz/Bwj/FheKWUP0KRlPxdNi4qlXCx3uIbkiT6W9UVOLw6+tkcFXuDRqnudD8CkbSJL4ti5G0CM3xEJjm7vfmRsoi12OQ7TbI9hjkuk0ns+gQB5ZaUKF8gQcjmEbWJGzbKa3irtQK22z/bdcRs6C7a1RqPhpAD+0/7bUtZ51iPmaRyxj0vJkiNMdNrsek88WhD/BCc9yEj/ew57k4RnxsdLgL49egAsja2tohuXPbtrnpppv41a9+1ef61tZWHnzwQR588EE+97nP8Z//+Z+FoGo03X777axYsaJwuaWlhTvvvJNnnnmGF154AZ/Pd5hbO2699dYhCYqLRdmJzvTVnvVjbxQuHzVp/lOEsvleyk7y4p2g0/7k3jUL8ui/HoXxKbE9R92SIFpIIR8dZ/PMBGEEGAmLjgcihOe50ctVou+l6Xl9f2mn0PFuZF2id/2RRzWHkqRA+QIfZSd6kGQJvUIh8naa8lO8SLKEZThr8xW3k5wl22OQ2JZ1gsK4hRqQCUx3E5juQi9zSlAZKYvE9izxrVky7fs7RSNvp5FU0MtUFLeMJAMySLKEpDiBnatCxTfZRXieB0mSsC2bfMwk12uSj+39ie79P2HBYWImd61GcKYLWZfZd7qnBmRcFSr+sBur3F/YNrE9C5XO7z1vHqGEluQkuCk70UOmw2Dn4z2YaWctbD5hYX9o9DKxdejzGUiahLtapepMP5F3U8Q2jq0O98EwbQnTLv7zqFJo42g55imsU6dOpbGxkeeff/6ob/uP//iPheBx/vz53HLLLUybNo1t27bx4x//mPXr1/OrX/2Kqqoqvve97x1rU1m+fPlh96Pr/WfSfP/997nttttwu9185zvf4fzzz2fXrl3ceuutrF+/nn/6p3/ijjvuOGIbXn/9dR566CEuu+yyQT2GYuOuVp1EM2N0aYiVs+l+LUlwpptcl4G7ynnL7FuLJggjLdmUxcxZBI5zienTgjBMnM/+Q7+/qs8OAJDrNUkO0ciku0al+pwA6bY8ie1ZrLxNPmoiaxJ6mYJlQvXZfvSQQvfrKTIdeeqWBKk9L0guapLenXeSvKRtzIwFEnjqNMoX+Kg8zY9t2U6QmbdJ7MgSeS9NrsdwRjD7ib9sA7KdR/6uk1QnQ7SrXEUvV9DDKr5JulMnWXFOwG3Lxsza2ObeH8Mpm5JqzeFt0Akd7yHXaziBpg3gjA7GPsgQN2x6O6JYpoWsSnjqNPxTXbQ/HSO+5fABn6tCpXy+FzNr0bs+haxJmCkKCfKGm+KVmXRlGYpbJtWSo3PtwGpMC0KxG1QAeeutt7Jo0SIWLVpERUUFzz33HIsXLz6qfWzdupUf//jHACxYsIDnn38ej8cDwKmnnspll13GOeecw7p16/jRj37E9ddfz7Rp0wbT3IJwOMwJJ5wwqNvef//9WJbFj3/8Y770pS8BcNppp3HmmWcyY8YM7rvvviMGkJWVlXR1dXHrrbeybNmyohhVPRbhuU4vaGTDyPbCjjQ9rKB6ZeLbsmghJ5ufbYiF1cLosE1Ibs+JAFIQDkP1y4Tneehdf4QRqqPkqnZOmyzTpm5JkMi7aWKbMkcdkMiahLtWRfE4o2zeCTquvUFY+ATnXMg27UIABpDpyLPrj72F+9r+P93IitTvGsDohgyynsBTq6H6ZYyURao1f9Co27GyDch2GAcnGZKc46AFFLSgguJ1RjIlRULRJbwTnMDRzFp0vBg/ZA1pSZbQJ3vJx0zUoEx4rofQHM+A25btMohvzRCY7qb+4lDh+nR7nsg7KWct+TB+nZfN84AN7c/EnM4GMXMVABMZswSS6JgiiU6/BhVA3nbbbcd8xz/5yU8wDOfD5uc//3kheNzH6/Xy85//nNNPPx3DMPjpT3/Kz3/+82O+38FqbW0FOChQbmhoYNasWbz33ntH3Mctt9zCLbfcwttvv80DDzzAxz/+8WFp64iQnWkhlmET2zC2p2P4JulO0d9Og1zUxMrbVJzqpfMl0ZMojI7YlgzBWWHcdRqZ3WIt7mhT3BKBGW4Uj0y223Cm2IkTxVHln+qibJ4XvUyl6+UEuah5yGOiBmQCx7lRdIned9JY/ZTrkHUJd41K5Wl+cr0Gu/7YS9nJXsJ76wabGYt0e55Me5707jzZTsNJOHPQjpygovxkL7Le9wS644U42R6TsnkeMnvyIDtTH6PvZ8CGVMuHgh0LLOvwJ7hWzia5a5TWb9pgxC2MuHXIjKOyLiG7JMykdfBzJYPqkfHWa85zNTVPYKoLK2fT+XKCfNQc8ONqfyrOnmfjyC5neq+rQiU4y03dBSFyEYOO5xPDlhHVVaWSassT3yxKfQljy6hkYbVtm1WrVgEwa9YsTjvttENud9pppzFz5kw2bdrEn//8Z/7t3/5t1EbtqqurAVizZk2fUcz29nY2bdo0oHWhf/d3f8edd97Jnj17WLFiBZdffjmyXPw9MIdStySIpMKe58ZuVjpwTgzLF/hI7sxh523MvE3360mqzvAT35Yl0y6msgojL92WJ9tlULnIR8ufI6PdnNIhg6JLzomrLu/9f/9l5YDLSIDlZJ20bds5WTdsUs05Mnv2v++1kELDshCKW8ZMWZTPd0ZLet5IEducGbeFwkeTb7JO5SKng9NdrTLpU+VYpk1mT57IO2mSTTm0sEL5fC+B41xYeWd6577RsFBZEH9MQpIgFzWRJAp1gHO9BrufiGGb0PN6it71Kdw1Gp46DU+tRvkpvr3JXmyMpIWRsDDiJvm4ky3UP80ZaYy8myaxLYu7TiO+OYOVd6Z1Auweo51C7lqNytN96CHFKYexN5eAmbbI732OsGzcdRqqTy6c7+m2gm4odL+WpPed9KA6Z2zTyWJtpiDXYxLfksVVqVJ5ho/Gy8L0rE/R/erQdworLplc79g8nsfCsmUsu/jPfy1bfID3Z1QCyB07dhRG9M4555zDbnvOOeewadMmWlpaaGpqYsqUKSPRxIN87GMf4/vf/z5f//rXicViLF68mJaWFlasWEEymeSmm2464j68Xi/f/OY3ufnmm9mwYQP33nsvV1111Qi0fmiVneTBN1l3poZsGtu9albOWa+R7dl/wrhv+mpgmptMu0jFLYwCGzrXJmhcFsY/zUVi29h+Hx5IL1fwNugoPtkJzmzbGb3YV2IAG8Ulo3j2/UjO/24ZWe2/A9IybKycjZWznPe95aT9l2Rpb/IQkHWZigU+8gmTXI9BLmLin+LCzts0PdiDmbTQyxTKF/ioWRygfIGXVEvOGZnanScfE8OSIyEwzYWRttj5+x5QJFyVqpOMZYpO/UUhzIyF7JIwkhZda5NEP0ij+p2avhKgVLuJtqexLRt3jQaSMwUx02GQj/SdqmobkG7Nk27dGyTIzro7V4WKGpDR/ApqQMZdqyGpErleg+YHIoV19P1mUR1jtJBCw9Ig2V6T3rdSmFkbK2shKRJqQEELOFNdZU0mviVLPmpipCzMhEUwbNLVFMU+wmjr0cp2GbQ+FOW4m6oon++l983UgEuCDJSZtVC9xR8oCcLRGpUA8oMPPij8PmvWrMNue+DfP/jgg2MKIJ9//nnmzZvHtm3bsG2bmpoaFi5cyFVXXcXy5csPO7q5YMEC/v7v/56f/exnfPvb3+7ztxNOOIFbb711QG246aab+Jd/+RdaW1u57bbbuPLKK1EUZdCPaaT5puhULPJhZiyaH4yMdnOGnaxLexfdOyd+oRM8VJ/lJ7IhLeo4CaMq3Zon0ZSlcpGPZFN21OuyDRdJBd8EHVeVhneihrtSw8rbGCkTcEaJkNn7v1Pk28xamGkbM22R7TAx0hZW1sbMWnuDxL7BopmzBzyq4Zus467WcFUo+Cbo5HqcKXBm0tlBrtek/ckYPW8qhGZ78NRqBGe5kSSJyHtpet9KYSQtMTI5jJI7cwSOc+Of5iK+JUtmtxPAR99L465R8Tbq5GMmiW1ZbMv5nPdNcDpFU7vyKNPcRJrSe4OJo1zjbzmJZwaSfGbckKD2owGMlEXrw5HCSOuAbipLEB62lgHQ9H89TLgiTPVH/LQPca3PVGue8vleJIUx+xk9GGINZOkblQCyubm58HtjY+Nht50wYcIhbzcYO3bs6HO5qamJpqYm7rvvPs4880zuvfdeGhoa+r39T3/6U2bOnMkvfvELtmzZQkVFBZ/85Ce5/fbb+60D+WFut5tvf/vb/N3f/R2bNm3id7/7Hddcc80xPa6Roleq1C0JYhuw8/7IuFjjY9vOF9j+UUcXyZ1ZOl8QwaMw+rrWJpl0ZRll871jLqGOpEBojoey+V5Ur4yRNEm35+l5PUWyefSSUSSbcgPKvJnr3l9LTtYlAjNcVJ3hLyRIyfUatDwUwRo/g8cjJr41i3dChupzA2Q6948aqn4Z3yQXsssZVQ7O8WCbNmUneQr1AY2URXltmGBUJtWcp/v15LgLBmWXhBZQUP0ytmljZmzMlOV0fAxC2XwvriqVlj8fXfA4UvIRk+7XUlSd7kN+PjGko5CJ7VkqF/rwNuokdxZPLVFBOFajEkDG4/t7ePx+/2G2pE9txURicCftuq5z2WWXccEFF3DCCScQCoWIRCKsXbuW//iP/6C5uZmXXnqJJUuWsHbtWkKhUL/7+sIXvsAXvvCFQbVjnxtvvJEf/ehH7Nq1i9tvv52rr74aVR2VQ3FUGi91npfmP/dipcZB9Aj4JjqlXdJ71zxZOQs1oIjeRKEo5KMmPW+mKF/gJdNhkBqtZBkDIOsSqk9G8cqoPhnVKzvrCw0by7CxTWfN8b6Mje4aJ0NlbFOG3vWpkp7+aeVsYhszZNoNgjPdhOd60MvUQydZEYZEx5o43kaN8PEeul5LUnaSx6lbbNjkE+beeonOtOZ900mtvE1sYxprl0q0K0FwtoeJHy/DSJr7S1AYTgbP2MZMydZhlTUJNbg3O2rAmWJ74O+K69AjQ/m4SaolR6olT67XQPXKaGGFbIdRmIqr+mRUv0yux0k456pUqTjFS+9bqaKerpvcmaX6LD+eem1IA718xCQXMfBOEAGkMLaMStSSyezP2nm42osALper8Hs6PbhyEa+99hrhcPig688991y++MUv8olPfIInnniCDz74gNtuu41//dd/HdT9DJSu6/zjP/4jn/vc59i2bRv33HMPN95447De57Fy1zrFhCPvpch1l+aX5mCUn+wl0ZQt9GB3vZZkwuVlTLi8jD3PxUU9SGHU9byRwlWlUntegNbV0YNT6Y8AWZfw1GtOqn6XhOyWUVzO2kPVJ6P6FGSt7xKBfbXqZG1/Mg3bdE7u8zGLxPYckffSJXuS/mGNy8O4q5xELJnOPB0vJLCyduGxC0PLtiDbbaL6ZarP9uOf5iLyTpqeN5J9RsEkmT6BvCRLyJPdRJuyRDZk8E/R0cvVQtIXxS0RnOWm7CQPie05et5MFv93ogRlJ3ooX+A7aB2wlbfJx02MhEl6T578FrOQ9MdImHsfs4wakPE0aE7Nxtn7s+bvKzWSixggSeh7S12ZaYv4tiyB41xke4yinyGxbwq6rA/9+9FIWIUSYILDAky7+D/7jqWPL5fL8f/+3//j/vvv5+2336anpwdN02hoaODMM8/kc5/7XL9JREvBqASQbre78Hsud/gemWx2//yeD5f6GKhDBY/7BAIB7rvvPqZNm0Z3dze/+tWvuOOOO44Y2B6r66+/njvuuIPt27fzve99j2uuuWbY7/NYlJ/sxbZtuteNn9IVWkhBL1P7FP7NdZs0P9hLzeIAE64I070uRe+bxf3FKIx9e56JU780ROOyMO1Px4asuPmHSZpzAq24nJFET62Gt1HDVakWipSbGctZa7h32lu208DYO/3N+TExU1bfEXwZZFXCyo3d9SaqTyEXNdn9WHTEipiPd+n2PJULnVlMnWsTRN4+uBP6sKPANiS252B73/eTpEBghpuyk7xM/HgZPetS9L6VKtoR5ZpzAwRnug+6vuXhyP7kP/1ysslmu9n7uZJE8UhoQQUza5OPmngn6E65q7xNd6dBPmoSmu3G26CRasnTsSZetM9NwTAtx6s83Zm+KnImjC/Nzc1ccsklvPvuu32uz+VybN68mc2bN3P33Xdz8803c+edd5ZkXfhRCSADgUDh9yNNS00m95+8H2m662CFQiE+/elP88tf/pJkMsm6des444wzhuW+9lFVlVtvvZXrrruOnTt38utf//qYpsZKsjRsL0B3tVPkOB+3sHMSUpGve3aeC465Z1/ZW6PLSvcdJcj3WrT8OUr5fA+VC32YSZP4FjE1pT9DdTyE/tkGtK2OUr04QP1FITKdeRJbs1hZ2ylHsfep3/cRofsVpF0fOh4ShcQurnIV70QNV7VaGFVU3HKfoubgrBdLt+WIfZAh1ZrHSAz0LPHgzxHbGNuvEStvkY85o6sHPk7x/hg+0XfSYNnImkTs/YzzHB/wOj+UAR0PG+KbssQ3Z6k4xUP5Ai+hEzzk4yaKR0YPKnS+ECf6wegvcK3+iK8QPHasiRPbnEWSYfJnyvHWaWR2G4TnuclHrQFPsbSykO10OkEkSSLdkifd0jcQ/XCd5MG+vkfq/aEHnRFCIzl0swIkBcpO9NL7ZpLou5kx8R7v73hItnRUw3UWMlYJJNEZTBsNw+gTPM6bN4+vfvWrzJw5k3g8zosvvsidd95JMpnkJz/5CXV1dXz9618f6qYPu1EJIA9MnNPS0nLYbQ9MnHNgQp2hNmfOnMLv+0qMDLfPfvaz/OAHP2Dz5s18//vf5/rrr+8zOns0KiaF0eShH8HUghK154VAgra1USonlw35fQw1SZYI1wdAko4p7bcWkgkGg1RMglzgECMG3eCVfdTM0nHlBze9ejwYquMhHJm5FbIpGf+kAFVLyvt8ydu27Zw4S05nXPl8L6mdOZAkfJN1NL9CptsA08ZdrWHmLPK9Jvm4iZm0MXNOJlMrbzsZTXMWZsoGNHQ09EqgcrQeefGzWzRqF/kI+IL0vJEqBDHi/THMYs5/9af4qTjZi+pXCjUaUy154lszWJn9z/vRHg8pAuYOlfL5PjigHLRRr6ClR69jUQvJ1C3Zn8+h7bEoetZL5SQvAF7NjzrJjVv2U3uu06nf+XKCdFtx1SwcqfeHb7JOMOgjGLDwu4fofmQIBoPk/QrS5MGd2xWb/o5H3srBjsPccBxZtWpVIXg8/fTTeeGFF/pUW1iyZAmXXXYZp59+Ovl8nh/+8IfcfPPNJZEL5UCj0toDg7WNGzcedtsD/z579uxha5M9CsVCFUVhxYoVfOYzn6G1tZX/+q//4u///u8Hta/unRFUSRviFsKUa8qJJWK0PhTtUzy7mEmyBLZN187IMX3huGtUfDGJ3vZov1+qwaxMz44kkabMIf8uDN3xEAaoCXiZfkdaJEWi/uRKjHAaX6OzxnzPxjhWxiI8zwsa7HpgD4kdOVFqYig1QW+7Ts3iAPockz1PxTH3rYEU749hN3FRmJ49EWLPZkByajX6p7sI1EjEt+XItOUxszaqS4IqN3qViavMOUXKdhmkW3LO1GMbJM0ZpXfVabgrVCTFpLczQmZPnkx7ntjmXKH002jwTdIJLwoSi8WwbZsd9/QclFnUE7HJdOYx8iaRLpNkSx7fLJ2OzcW1tn+k3h+uk0K0f5CmY0tsSPfrbYFUJktX09hY6tLf8TDso+t4MG0Z0y7+EcjBtPGll14q/P6tb33rkKX6TjnlFC699FIefPBBent72bhxIyeccMIxtXWkjUoAOWXKFOrr62lra2PNmjWH3fb5558HoKGhgcmTJw9bm95///3C7/X19cN2Px/26U9/mh/84Ads2LCBO+64g7/5m78Z1H5sy8aWhvbDNTjTheKW6X4jSXp3cfVKHolt731OBvGFo/plqs7y45ugk0+YZLvzh9yP4pWRNYlc3BQnfkdwLMdDGHrZToOu1xPYxJ0g0XamWylemdjGDKmW0nq/l4r4lixG0qL2/CATPhFm95Mxsh2meH8MI9UnU7HQhx5SaX6wt09HaNcrSYJz3ARnugnOcEaIbNvGhUp0q0liizMF1VOrEZrr6ZOdNB93ysrEN2ZIt+fJ9RTPutZcxCCxI0tsY6bfaalG0kT1yc7SFBv2PBun8dIQtUsC7PpjrzP9vUgM9/tDC8p4qjV2Px4d8vvIdRno5eqYem8f6niMxiBMsTowt8vUqVP73W7atGmF3w/M91IqRiWAlCSJ5cuX8x//8R9s3LiRV1555ZCZiF555ZXCCOTy5cuHbY1fNBrl3nvvBcDr9bJgwYJhuZ9DkWWZlStX8slPfpL29nb+/d//fcTu+0i8E3Rs26bn9bHRczYQWkih/uIgkiLRuTZBfHO238Qe3sa9GRXbxcm2UKIOGCSxTWh/amiLaAsHS7fl2fXHXurOD9B4WZjuV5Ig8msMKVeVim+ijqdBw1OjYeZs9qyJHzSLxsrbRN5OE3k7jSSDpEvYBlROtOhqShROkCPvOEsUZNfebMF7y84Uq1yvU4M0ONtN6Hg3elhFUiDVkndKkHyQIdttEpjuIvp+Gln1UvvRAB0vJGi4NET9xSFaHynOmo3DQQ04I0S5yNAf1Gy3Uaj9KuxnIWFR/GtCB9PG4447rvD79u3bOf744w+53bZt2wAnJjrwNqVi1MaPv/KVrxTm+37pS186qERHOp3mS1/6EuAknPnKV75yyP2ce+65SJKTQKapqemgvz/22GOHLf+RSCS48sor6e7uBuCGG27oUzpkJHz84x/nxBNPBOBHP/rRiN734YyFBd8DJesSNecFmHxVObIm0fJQhOh7mcNmhczHnbNv36SRfb0IglDazJRFy8NRIu+kqTzDT9lJnoPKKwgD56pSUTwSvik6Ez9RxsSPlxGe58HK2nS+nKDp9z3EPjj8MgPbwlkLeZiZp1bWWf9bzMHjPlP+qoKKBT58E11oQQXVpxCc6abmnAANl4Uon+9FCyjUXxxGUiR8k3Qal4eJbcngKleouyA0imeIIyvbYWDlLHyTh/67PLMnj+KRcVWW1vo2YfCuuuqqQtLPH/3oR5jmwR8Y69evZ/Xq1QB85jOfIRgMjmgbh8KgXtEvvvgiW7duLVw+cJ3iW2+9xT333NNn++uuu+6gfcyYMYOvfe1r3HHHHaxbt44zzzyTb3zjG0ybNo1t27bxox/9iPXr1wPw9a9/fdDR+R133MFnPvMZrrjiCs466yymTZuG3+8nGo3y8ssv85//+Z/s2rULgJkzZ7Jy5cpB3c+xkCSJ2267jY997GN0dXWN+P33Rxonn3dqQKbhkhCKW6bj+TjxbdkBTd/J7M4TfT9N9Tl+zPTAM9gJgiBgO1MozbTF5PPqmPDJMM1/6sXMiKlgR2PiJ8twVexdq9hjgAWtqyPONGzxVAJOtuTdj0epPjuAq1LFW78/4V770zGsvE1othvfJBdlc73koibeRo3a8wLOrIQx/jxahg2KhLt66E96Um15clGTytN8tD4SHfL9l6qxvAayurqau+++m7/6q7/ipZde4tRTT+UrX/kKM2bMIJFI8NJLL3HnnXeSy+U4+eSTufPOO4eh5cNvUO+Wu+66i9/+9reH/NuqVatYtWpVn+sOFUACfP/736ejo4Pf/OY3rF+/nk9/+tMHbXPDDTfwve99bzDNLOjp6eGuu+7irrvu6nebj3zkI/z+97+nvLz8mO5rsJYvX86CBQtYt27dqNz/oSge+diqqJYAWZeovzgEkkTzA73kY0f3gDueT6B4ZGrPC7Dzvt6jKGMgCIIAkXcz7LaieE6WqD43QPvTcez8GD9jH0L5mFkIIF3lKj1vpkg1i2UF237ThbtWo2FpCNXr1G1teShCzbkB8jGTVEuO9O58YTQ12ZSj6iw//mkuNL+MbYJ/iovKMyy6Xhr79Z/NlIW3cRhqcVvQ+UKchkvDVCzy0f1acswH5GNRLNY3uZLL5TrsbMVPfOITzJ49mzvvvJO7776ba6+9ts/fa2pquP322/nc5z6H1+sdljYPt1EN/2VZ5te//jWrV69m+fLl1NfXo+s69fX1LF++nEcffZS77roLWR58M//lX/6FO+64g+XLlzNr1iwqKytRVZVgMMisWbO49tpreeyxx3juuedoaGgYwkd39G6//fZRvf8PU9yy0zM3hlWd5Uf1ybQ9Gj3q4HGf9mfiWHmbsvml+SEgCMLoMpM2nc8n8DboTL2mAv80MS2+XxKUneylbL4HT4OG9KGpv9EPREmlfcJz96+9s/M2Vs5m9xMxul5JkmrJHzQVN9ORR/XIRDdmkDXJKdlw/DhYv2c7JUxkTUL1Df1pcaolT9crCcpO9NC4PIziFtPVS82ECRMIhUKFnx/+8IeH3T6Xy/H73/+eRx555JB/37NnD7///e959tlnh6O5I2JQI5D33HPPQdNUj8XSpUtZunTpoG773HPPHfbvCxYsGNGkOB92NM/VxRdfXFSZrGRNOuwawFLnqlQJznCzZ02cfHTwi1rsvE1iexbfZBedMmN+1FYQhKGX3Jkj1ZLDP8VF3ZIgLIHu15PENmXEzIYDuGs1Khf6Dro+2Zyj+9UkRlw8VwAVi3z4Juh0v54kcJyL8FzPEbMrx7dk8dSlCR/vId2Rx1OtjZtcCPuS4XnqNeJbhj4jZu9baVwVKoHj3GhhFXOcJ98zkTFLYJHtvjY2Nzf3Wad4uNHHZDLJ0qVLef7551EUhVtuuYXrr7+eqVOnkslkePXVV7n99tt58cUXWbZsGT/5yU8GXcJvNI2TVW7CYEiqhBkvgWwBg1SxyEeu1yC28dhrOMY2ZQnN8VD9ET8dz4mUioIwHqlTJ7PpC3V9rrM1G1vZ3xE3+45mjNa2Q97+w4k2Kk71UXGqj/iWDJH30iVTi3c4Zdr3juac7EXR95+A2nm7qOoXjrbE9qwzeihD79tpas4JoLilw6+xtaFjTYJUS57a8wIYaYvuV8f+9FUAM21jJE30MhUY+gDSP81F4Dg3nS8lROb2EhQMBgec6GbFihWFEoS//vWv+0xf1XWdJUuWsHjxYi644AKeffZZvvrVr7J48WLmzZs3LG0fLiKAFPolKWBmxmZvrrdRwzdBp+2x6JCsR8h2GexZE6f2o0GSO3Mkd4iEOoIw3pjlfs4++70+11XqCfzK/hPSV38xp9/btz8do3GZkxXzQIHj3ASOc5PpyBN5N01iWxZ7bH4097UvPjzwsdoQeXf/aA7sHX18fXwEOgMiQeOyMOBMY5UkiXzcHHCCpsS2LL1VKqHZbmKbjr2DtRSoARnFI5OPDU+nuW+SXnj/CmDZEpZd/KPbR9tG27a5++67ASdZ6IfXPu6jqir/9E//xFlnnYVlWdx999385Cc/Oeb2jiQRQAqHpjjZYcfq1KmKRT7S7XmSTUMX6MU3ZwnNyROc4RYBpCAIRy3TbrDrj73Ypo2nTqfqLD+yJu0t+q7grtaoPU/DOtemd32K6IY0ZnpsLTOQdYngTDfeiTq+CU5Sk8T2LJZpk9yZI9dtUHWmH3eNRufaBKldOXK9Y3emzKDY0LM+hR5SyMVMrIxF7CinZWb25Ck/yYusSwPKSl7sJNUpuWVbNrle01m2svdhaUGZugtDGEmL+LbhKejuqddIbC29YvHC0dmzZw89PT0AzJ8//7DbnnLKKYXfD6xmUSpEACkckjONA/JjMIAMzHDhrtJo/nPvkO87uTNH+XwPksq4KcIsCMLQ2RcM5WMZsl0G9UuD2CbENmdwlau4KlVkRaJigY/yU7zEt2SJvJsm21maHziqXwYJZ+2iBHUXBvE26KRa93fC+ae6yEUMgntHHM2sRdujUdK7xVTA/hzr1FPVp2CZNnbeRvXLBKa7yMctkjuzJfnd1nhZGHe1Vrhsmza25QSW+0ZoW1dHhyUDsqxLaH6FTIm+R4eDVSJrIK2jbOO++vYAhnH4453P7//8OvB2paL0WiyMCD2sABxTcplipAVlqs7yE9+SIdM+9B/m8S0Zyk/x0vixMLEPMsQ2Zkqi6LQgCEdPdrvZ+b/TURSno82t5ai0lD7bvNPbQDK/vzxAKP+hz51TT6DnWxodVGNLwBPlVP/yZQCy3QbND0aoPttPYJrroKmtAJ5ajeAMN+n2PJH30iS2Z0sqkdeEy8OoPoVUWw53jYYkQcuqSCE4lBSnQzPbZaCFFfSgs20pBjGlxFWpkOsxsC1oWBZC9SnIqoSRsuh+NUFsU2mNpqkBhciGND2vJ9HLVfQyBUmWsAwbK2uRbM4PX/mcvTGIbZb+SK5weOXl5QSDQWKxGGvXrsUwjH6DwzVr1hR+nzJlykg1cciIAFI4JC3knATlImMn+pEUqL0giJmy6Hh+eBLdGAmnZzw8z0PVmX5Csz3sfmLwJUIEQShiisJJda24FCeaMW0J40MBZNZUSef3f9WG7L4n3qZXY17lbiZoEZDgxVDfWsRGwqLtLzFkXUIvV1C9MpIsoXhlkjtz5GMmvok64bke6s4PYiRNIhsyxDdlMJKl87mzr7h9LmL0GVm0TQrJcfIRk/wY+k4qZvmISeA4N+5aDT2k0vZolFzEoHyBj5rFQbwTs3SsiRd/pnYJqs7woXpkMrvzmBmbdFuedNvIjV4Xun2K/KkaSZYtY9klMAJ5lG2UZZlLLrmEP/zhD7S1tfH973+fFStWHLRdb28v3/jGNwqXL7300mNu60gTAaRwSFpgbwDZO3a6eavO8KOHVZof7MUaxkLd+76c9AqFuguCNFwWpmVVRKSXFwRh0Kyc3e+sieTOHMmdOfQyhfBcD+XzvVQu9JHpyhf+lu0ozs/yTIeBp0EqZFTtelkkwykGkQ0Zyk/xUXt+AHCmeuZjFnueiZPckaX6nAD1S0O0rIoUZWAkqU7yqbKTvGgBmT1r4sRHaQ3ivllIklb8SWOEY3frrbeyatUqUqkUK1eu5I033uDaa68tlPF45ZVX+OlPf8quXbsAOO+887jgggtGudVHTwSQwiF5alUs04Yx0tnrrlEJHe9hz5o4ue6ReVC5bpOWVVEaLwvReFmY5j9HMEtoREAQhCOwbWJ5N7rpBGeWLWN8qMc6mdPJ5rUDbtM3q6Vk2iQMFzE82BJIx/DxlOs16Xg+QdcrSbwTdHyTdMLHe6g4xYeRskjtypHanSPXbZLrNYpier1erpDYmqXz5QRYjI/ssiXAztu0PRalfmkIcMpQJLY761ITO3IYqSiNy8OUneShd31xZBZVAzK+ic7r3lOvIylOAqb2J9Jku0exA0UCK2+jBZUjbyuUvFmzZrFq1Squuuoqurq6ePjhh3n44YcPue1HP/pR7r///hFu4dAQAaRwSFpIIVOkPdZHRQJ3tUr5Ah9m2iL2wcimJDdTFi0PR5l4RZiqM/y0Pxkb0fsXBGH4WKkU9vk5DvdJWUFnn8sfTqwgv/gW8c9VEmmKY1s2DebaY29XziaxLUtiW9b5DKxR8U1y4ZukE5zlJKKxLZt81CTbY5DtNsn1GGS7jRGdKeGqVNFDKp0vJsWaxiKUbs0T35whNNtDYJqbjucThYysmT0G0fczhE8Y/QBSDchUnx3AN1HHNm3Su/N0v5YksSM7qjN/9AqFytP8eBs0JFlCCxT/lM2RYiJhUvwjsoNt4/nnn8/GjRv59a9/zV/+8hc2bNhAJBJBVVVqa2s59dRTufrqq7nsssuQpOJ/Hg5FBJDCQQIzXEiSRHxLadd/Cs50UbHIh+KWMVIWe56Lj0o7zKRF1ytJas8LEt2gjejaC0EQhpd9hEx7A9uHiW0Y2NYwzAW0nfIgmXaD7leTSCq4ylX0ChVXuYJeoVI2T0dxOye3Zs4i1703sOwyCoHlUAd4kgKVZ/jIRc0+GVeFYyepFBLEBI9zk+s1yHQaaEHlqBPjpXfnCc32AKD5FbLZ/S+E+LYs4RM8uKrVUZsirfhkJl5RhpW3aX86RnJnrijWZYaOd1N1pp9cxKTzxQS2BZkO8d0/nlRUVHDLLbdwyy23jHZThoUIIIWDBGe5sW2b6PulG0B6J2mEZwaIbkwTez/jpM8exe+U+JYsZScahOd6RAApCMKosQ1n3eGHZ5goPtkpE1Kh4KpQ8dRphGa7kWSnd9zMWnS9nCS2OdPvZ2lghovwXA96WMVIms7IZq+BmbGwsrYzeiU7M1zCx3tQfTItj0RLKmtsKag5N0BguhsrbyN/aN1dZEOazhf6JpHTKxT0kIKRsPq8LhS3RPkpPsCZgplP9g0+M+15zLSFf7JrRANISYHQCR58k3TcVRpW3mb3UzGw9ycAxHaKuhsJa2jrWMqg+pzOlg+PbioeCU+9Tmi2G2+jTu+7KbrWJsXr+xDGahKd8UQEkMJB3FUaRsIq2Q89SYHwXC/t73fR8dzwZFsdjOgHaarO8KN4pDFX/FsQhNJmJi1SyRyp5v3XSQroYZW6i4JoAYWaxQFqFgfIdhl0r0uS3JlDViXcNSrlp/jw1GkkdmSJb0mi+p2ANDTbjeySkdX9gYyVt0m15GhdnRxzpaKKQfT9DIHp7oOCR4DgDDdaQMFVodD1ShJZl6g+O1D4e6o1R2aPgatSxTdxf/mZrlcSWJkPfW/ZkNyVwzdZp/u1kUl+FJjuovJ0Z2ZRcmcOM2OhBRQmXlHW720yHXm6Xk2SbnU6b7WQQuA4F94GHSNpkouaSIqE4pZQ3LIzGm/ZGGkbM2Nhpi1Un4yrUsVVrhbK6Vh5m1zUwEzbaEEZPeScUqf35Gn7S5TkTjGyLoxdIoAU+tArVWRNIraxtGo8Hchbr6O6ZXrXFcfC/n3iW7NUneXHN1EvuRpagiCMP7bp1KJsXR1l8qf3lxdxVarUXxTau42NpEjkeg1aHor0O8NCUkB2yWDbogNtmKXb8jT/uZfqjwQwElafQFDWpMLl2vOCheutnIWsy3gbdLwNep/97X4y5qynPYT4tizBmW7801zIqkRsS6bfzmf/FB13vUb0vcygOg70MoXa84MYaYuO5+P4pznBcGxThviWDGbaxsZG2rduTQE9pBCc7aZxWZhsj4Hqk1FcMlbOqf2oeGRCdRqWAWbawsxYTqkYGRSPjB7SUDwSRtoi22UQ27i37ZJTn1QPK8guJ5jt3pMi054vqfI5o8Vk8OsLR5Lo3uqfCCCFPsrmerBtm953iiv4OhquagUjY5GPFddb38raZLsN3HWaCCAFQSgZ+YjJ9t92EZ7nxTdRx1Wx/9Sh6zVnJPJI9Rlt00kqJoyMTLvBrvt60csUfBP71hZN787jqdP6XNf+VBxPg0Zwlhsr6ySiSbfnSWzLHnZNYWpXjvSePDXn+pE1GS2kHHI0svJMH2VzvQC4ylRaH4ke9WMy9wZxrkqVmsVBclHjiCN92Q6D+JYs/ukuPLUaRsrZR7otd8zrelPNYjmKMH6JAFLow9uoYeXs0q1ZKIFviovcaKbsPoz07jy+ia7RboYgCMJRMdM23a8m6X5V1GksJfnE/u/ypv/rwcpamGkbxScz6RNlKB5njZenQaNrbdJZs3eUOp6LM+lTTpAanush8m6qzyizd4JO2VwvHS/Enamxk3QmXBFGccukWnOk2/KkWvNH7GAwMza7/tSLp07DMuyjWneZ2JolMUp1IIWDiTWQpU88M0Ifilcms6d0e9VCs924ylViG4szAVBmdx49pOBt1ERRYUEQBGFY2Xmb+Fbn+9BVphQCOzNp0f7s/szk2c7Bd7rmek0sw9mvrEnULA70+Xv5Kc7Io5NgxoNtOtOZk7tyuKs1as8LMvWaCiZ+sozwPA+y6zDfjbYzRXe0sr4KguAQI5BCgaSCJEnkS3j0sfwUL7HNGaxe7cjbj4L07jy2bdNwaZh8wqT9qRiZdvFFKAiCIAyP9qfitD91cBmrVHOOjhfimBm73zWOAxXblCE0x40kSahepc/f9pWncVerZHsNXGUqbY9FSTY5U08Vt4SnXsM/1UXlIh8VC31E30/Tsy4l6oOOUaYtY5bA6F4ptHG0iABSKJD2vRrs0kxw4G3QUH0K0Q1xAr7iDCDNtE3LqiiSDBULvNRfHKL5gYjIRCgIgiCMLBuiG4Zmtk66LU/4eA/J5hw96/pOg939WAzbhslXleMKOMGlrEt4GzVsy8kPkNiRI7E9h+JOEJrjoewkD8Hj3HSsKZ5M6oIg7CcCSKHAP8VZm5fZU5pdfoEZbnIRg2ynQcA32q3pX6bdmSLc9liMCZeHqb84SPMDkaIofiwIgiAIR6t8vjNNtWddsnAOoQVlzIxd+G7Lx0xUrzOiU/vR4EH7aH0kQqolT8+bKaIfpKn+SIC6i4LYbTpdO3tH6JEIgjAQYmxWKPA26Ni2TXxH6S009093EZzhJvp+ca59PBQrZ9P2WAzFLVN7fpASyGgtCIIgCAdJtTk1GRuXh/FP0dHCCpM+Xc6kq8pRPM6XWz5iku02SO469DlGw6VhvI3O7CEzbbP78RhdryQIznBRvzSI4hZfkmOFjYRVAj+2ODHrlwgghQJZ3/tGKbEBSE+DRu3iALFNGSIlVn4kHzXZ/WQMb6NG2Ume0W6OIAiCIBy1rpeTbP9tN4ntWWoWB/BP0ZFkCcUlEZzpBiDVmsNVofb5nu54Ic7WuzqJbHCua7jUmZUTOt6NpElE3snQ8UICvUxlwifKcNcc3cQ5T73GcTdVMe1vKmm8LIR3on7kGwmCcEQigBQK0nsMJEnC01ic6wcPRa9QqLswSKo1z541BycJKAXp1jy976QpX+DDVSVmlQuCIAglyIY9axIYaZvADDe2bZPtNNDLne+1VIuTNEd2y4XMsJWn+ZEkiZ51yUKyHd8kF9VnB5j0yTIkxckQ2/ynCEbcovGycCEgHQgrvzc7rCKhV6o0LA3R+LGw+K4dZfuS6JTCj3Bo4pkRCqIbUti2TeWiIl5AeADZJdGwNEQ+YrL7iSiUaPJYgJ7Xk2Q7DeqXhpBFeQ9BEAShBNl5m66XE7jKVCRJwl2jkY85SeLMtI1t2ii6RPe6FOCU/fA0aJhpm6bf9dD1SoJEUxYza2GkLNibGsBMW7Q8HCG2MUPN4gC+KQMbScx2GrQ9FsUybMyUxe6nYkgqTLg8TOUZPiRNQlKOvB9BEPoSXTBCgZVxplTqZaXxsiib50HWZdr+FCn5VN+SKqH6ZVSPjOySCr2mgiAIglBKkjtzpHfncVWpyKpEatfech1eGUmRMLM2+YhJLmqihxT0cpVkUw4jadH7VhrYP8VVkg/oULWg44UEslum5twAu7p6MRIWwVluVL8MFmS7DTJ78oV6lwDJphxtj0apuyBI9dl+2p+Oo4cVKk714Z/qQvM7EeTuJ2NkuwyRFX0EWLaEZRd/Z3kptHG0lEakIIwYxStjZUtjKM832UVyZxYzVRrtPRxJkdD8CtEP0hiJ0n88Y5U6dTJG9f7sgZJpY7/+7ii2SBAEofh0vZpgwsfK6HgxTqbD6eENTHNhm3ZhKqu9b3rpUc666VgTZ8LHy5jwsTCR99JULvIDYKQtVI8zsS69J09yR5bEjhz5qEm6Lc/Oe3uoPS9I7XkBWlZFSOzIUn12oBBA1i1xPtu7X0/S80bq2J8EQRjDRAApFASOc6HoMr0bS+ODM92exz/FhaSAXeIdhmbKIttl4K7RnBHIrBiBLEbNl9cjnb0/nXwurzLxUwpYJf4CFARBGEKZdoNEU5bwXK+THd1yzjGSu3KF77d9ax4LCfwGyMrZtDwUoebcQCF4zHYbND/Yi+yS8dZr+Ke4KD/FR+VpfoykSbbLILPHILIhTf2FIcpP8dH+ZIy2R6MEZ7upOSdQ2H/FqT7MjDVkNTKFg5nImCWwiq4U2jhaxDMjFFSe5sM2bbpeSR554yIQeTuF4pYIzh4b2Ut3PxVD9cg0LguLdZCCIAhCSet+NYkeUvBPcaGFFdzVGvHN+4Mye+9km8F835lJi7bVUWJ79+eqUKlb4pT6iG/JsvuJGNvv6aLtsSixjRmQJMIneqi/MATsr8cMEPsgw64H+taZrDrLT+A411G3SxDGCzECKQDgn+ZC9SlOKu0SmUGZj1nENmWoONVLqjlX8usW8hGTlociNH4sTMVpPjpfSIx2kwRBEARhUHK9Jvm4iatSxTdRx0xbJPeuh4QDRiCPocO09+0U/qkuZFXCN8mFb5KLtseiJJty2Kaz/jHZtP8+tbACNgedL2Q7DNqfjlF7njONNdWSp+ajAWRdEiORgnAIYgRSAKD6HD+2adP5UmkFLV1rkxhJi8bLQmih0k+llus1iW/J4p8salUJgiAIpUt2Sag+GS2oEJzppuu1ZN/lJscwArlPrtvsM6oJULGw/0zy+YjZb2dzfEuW2BZnX7GNGSLvpqk+O0BozsDLhggDsy+JTin8CIcmRiAFas8PoOgyHS/GS2b0cR8rZ9P6cITGy8I0Xhai5aEoRrzEHsQBZM0pupxsyo52U4RDMLwwvWz/VKd4zoUkS4WpWIJQDCLXnE580v4Tn8k/ew8zFhvFFgnjkRZQkGSJwDRn7WPsg76B3r4RSI7xHD00x1nGsvO+HiZdWY6rXEUvU8j1Hv2spD3PxMl2GKTbciS2ZUGCqrP9mFnbuSwIAiBGIMc9d42Kf5qLbI9B9L3SnKZhpm1aHo5i5WwaloXQAqX7spZdErImEdssvqiKkaXZhPVU4Sekl+Z7Rhjb4hMl8rNThR9cYi2XMPKy3QaZzjyJpiy7H48e9HdJdSLHwQR6+7jrtMLvuR6TjhedWVQTPl42uB3aEHk3XSgD0vVSkviWLHVLgpSf6h10O4W+LOSS+REOTTwz41zdRSGwofWRgz/cS4mZsmh5OIpt2NReFEQq9bF1W2RhFQRBEEqYDc0PRNj9WOygTOmSCt56Z6lGtmvwhZzrzneyp+5bfpOPOXckq0M39XDPM3G6XklQfrKX+ouDR501VhDGIhFAjmNl8z2oHpnuN1JjopaimbJoeyyG5lcom1eamVm1oLOO00iX/vEQBGH02Af8CMKoOdQLUILaj+6vpxvfOriZHIpbQvU535nR99OD2sdA9b6Vpm11FHeNxoSPl6FXlH7OhdFk2lLJ/AiHVurjNMIxCM3xYBk2vWOoYG4+YtKzLsmUJUFUn0w+XlqZWT31GmbGItddWu0eL6b+ywa6/71v54RtDL73XCguyvQpbPz76sLlyjdkyu5ZO4otGpzJ//Ye6Pun9pndPaPYGkHoq3KRD/9UZ1r17sej2IP8CLUtSO/OE30/XRjhtLLD1/maasmz60+91F0QZMLlZbQ/GSO5M3fkGwrCGCQCyHFK9cuofrlPSu2xIrYxi3ShRPmpXvY8Ex/t5hwVT71Genf+yBsKo8KMxUAkIxm7FAXbv/9s1nCXZjZkkTBHKGaxLRmMpFOGy8oNfozcytm0rIocdN1wMuIWLX+OUH9xiIqFPmfKrIzo9D1KpZLhtBTaOFrEFNZxqvI0J81192vJUW7J0AvOdHo2gzPcyK7SevO7azTS7SKAFARBEMamXLdJ5N30sAR7ZtbZ53B+j9omRN5L46pQmfSpciZ9spzGj4VxVakgg+yWUHwyWkhBEmfZwhglRiDHIXetk3nViI/NqZLh+fszpYWO99D7ZmlM0Q3OdCErErluMSWylChVVfsvGAZmb2//G48AyeVC9vbNFmhGIiIx00BYFlJy/9eiKpLsCkJJMVMWHS/GiW8Z3kzmyZ05kruy+CY6HdayJjHhijBmyiqsywQnn0Hk7RSRDRnsvPgMFsYOEUCOM5Vn+Aif4AEL2v4SGe3mDIvE1gzlNc7vlQt9RN5OHZQBrtjIbomqswJEP0iTahEjkKVC9nrxPmCjy84L7PWdk5h69egGkIlLT6Jted/X0Kx/aMbs7BylFpUOc8t2jvvi9tFuhiAIx2BESpLZsPuJGKHZHhJNWYyERWiOG3eVRqYjRT5hYRs2gWkuKk71Ub7AR3Jnjsh7aTJimQq2LWPZxT88a5dAG0eLCCDHCdkNkz5ZjupTMJImrY9GyfWOzUyfXWtTeOQEruOdy94GvejXemo+xan/uEnUfxQEQRCEYmcbTs3IfaIbMkTpG7ym2/L0vJnCP90JJAPTXOx+KkZiq/iuF0qbCCDHicbLylC8Mj1vJul+rTSmdA6Gf6pO3QUhUm9YZLryyKpEsqW4g0eAbK+BkbbwTdbJiDWQgiAIgjAmGEmLyNtpFJdM+clefBP0cR9AmkiYFH+OilJo42gRY7PjgBqQ0csUUq35MR08AngbnayJNecGcFdq6GGV4z5XxdS/rkALFXHdJgsyu/O4K0WfjiAIgiCMNebe+s6KV6bqbD+eeu0ItxCE4iXOVseBmsUBADpfLK2SFoOR2J4lNMdTKF6cT5hofgVFl2m4JETzg72Y6eJcyG6kLDxB8YVSUiyLRN6FW3ESH1nmkXsro589jWzQ6buTDZvK/37lsAlu8hcsIDZp/+tCzkHZb/uvTahkbYh/6HVkj83p6oIgCKUiuStH+EQTzS+jBWTCx3tIteXoeD5BPlLkiRqGmGWXRokMqzhPF4uCCCDHON9UHU+dRmaPQT4y9k8iUy15ks1ZgscHSezI0v5UDL1CRXFJ1C0JMvXaSnrfTtH1SrIQZBYLM2OVXNkRATKGhrl3ob2VP/Io956PGtTURgBI5zSk3yjYRv+Zd/ecosOC6P77S+uU/bb//Ss5C+XDAaQ59t/7giAIxSwfNWn6357CZe8EnaozfUz8eBm7H4+KBHpCSREB5BgmqVD70SC2CS2PREa7OSNmz9MJlF4P7a/EsS3IdhiE53qQdeckv+xEL7Iu0bEmMcot7cvK2ihuMatcEARBEMa6VHOOXX/MUXdBiNolQXbd34uRGB+dfVaJZGEthTaOFvHMjGENy8JICrQ/HYNxVFrQytl9EtFoQZmqM/19tgnN9lB/SQjFUzwjfmbWQtYkJNGtIwiCIAhjnm1A+1MxrJxN/dIQsrt4zkkE4XDEqeoYFZzjwl2tkmrOkdxR/FlIh5Pi3d9Psv23XQC4qzWqzwlQd2GI1oci2IDqkzHio9f7l9njRPneRp1k0/g+ZqXCymbR/qms0BU3M5HuMzPaPPdkmpbpfW4z6Y8metTp0Aja9mGnrwLIBmRz+z+qrdzhp8laioTl+tD8bFmclBxK502nk6k84LmxQT5gKVLFBgP3w6+NfMMEQRg3rJxN6yNRJlwRpu78IO1PxTAzRbbGZohZSFglkOG0FNo4WkQAOQbJbqg+M4CVt2l7LDbazRl1+wKz3rdShQQ6yZ052h6L0nhZmPpLQ3jrnZP8Lf85esXW81GTbI+Bf4pLBJClwraRX1i//+KH/pyp1Kg5vqPPdd7/sDG37hjwXUjWh5INHKmPQwIx62ZgEpPAaDigbpsN9gEBurtbxT0K7RIEYXzJR0163khRcaqPqrP8tD819pMeCqVNBJBjUN0FIZBh96OxI59sjgc2bL2rE/tDAz3ZDoPW1VFqzwsUrlM80qhmaU015/BPdY3a/QuCIAiCMPIi76QBqFzkQ1LjB52zCEIxEf3UY40CnlqNXI9JulVk9Nqnvw/izO48u+7vLVxW/aNbK1JSJGyRN1oQBEEQxp10Wx5JkXBVjO3xHdOWSuZHOLSx/QodhypP9SLJEt3rkqPdlJJhZW3SbTk89TrZztHp8lO8MoHpLoIz3UTfT49KG4RjJ2k6SkNt4XImJB9xCqRaV3vYv5s6fVdhDOD7TBJ9EIN3wJMnzh0EQRgp7jqN6rP9R95QEIqACCDHmOAsD1bOOqrEOf7pLqrO9CNJsGdNfNwl3ZEUyHQZ6CPc4yepEJ7nxVWh4p2gISsSiaYc3a+L4L9USbOnkvvJ/uNXRsshNtpfo1FyuXj/9gmgHBDx2YC1P3JRfSk0fX/HhmkcfuKIbNjI2Q9FPmJUe2AkULz7n2tL1w+zsSAIwtApn+/FVe6ch+R6zSNsXdpEGY/SJwLIMcQ7QUNxy0Q/GPgIVugEN1Vn+rFNJ5CqPsvPjh09R77hGKGXK9RdEEQPq8Q2Z458g6EiQ/3FIdw1Gpn2PNH3MvS+lcLKiRN9QRAEQRgvJMXJvu6uUTEzFrufjIlzAaHoiQByjJDdULskiG3ZdK1NHPkGCtQuDuCf5sLK2jT9Xzc1Hwnim6Kj+uVxUczWXadRf1EQK2eTixh0vTJyI39Vp/vx1Gq0PBztU7NSEARBEISxz1Wp4qpSKTvJix5SyEUM2h6LkY+M7dFH2FvGowTWCIgyHv0bVwFkJpPh17/+NX/605945513iMfjVFVVcfLJJ3PddddxxRVXHPb2tm3zs5/9jP/8z/9kx44dTJgwgeuuu45bbrkFvZ+pTueeey5r1qwBQJZl3nnnHY4//vh+76OpqYkpU6YAsGLFClauXDmgxzbpygpkTaLjhTjWYWagaiGZ+otDaCEnWUw+YrLrT73YBuSTJpIkoYWVMR9AuqtVJiwPA6DsTXrqrlRJ7hr+6bs1iwMEZ7rpeD4ugscxRo4m2flaY+FyvsKgYWJ3n22SJ1fjmVgGgKVKe6esfmhHh1nEKB1hgaOrI0V4U6jPdXbugNe1rCAdPx2pMl2oO6Ls7sFoaT3sfg9HnTqZ7KTyvte98M4Ra1yOtvAmyHTtX6VqS/RJLRdsKu72C4JQelSfTP3SUCFRTnJXlt2PRcn1mkgKBGa60AIKyaYc2S7xGSQUp3ETQG7atInLLruMzZs397m+tbWV1tZWHn74YT72sY/xf//3f7hchy6jcOONN/Kb3/ymcHnbtm1897vf5aWXXuKRRx5BUY5Q4NuyWLlyJffff/+xP6APkWRofzpOYmu23208DRoNl4RAcjJ9Rd5N96k3mG7JET7BQ/VZfnb+X2+/+xkTDtGp5J/mGvYAUgvKTvD4Qpzo+yM4ZVYYEcbOZqb8f/buPD6K+n78+Gtm7yvZ3CEk3F4oKCiHqCgFrYJardVarUdbWs9WbdXaelHtoa0/q+239lJrW62KAqKi1YKIiijigSgIyJkEArmvzR6z8/n9sbCbBRIScuwmeT997ENmd+Yz783s7sx7PtfPSuPLgfMnUX9F8u9J5BvN1OxJ3JTSoNaZ1OcRTYE1kSRqmkLXWyWNB7khan6yluxP9nmu1b91p4Oyr7goD1vi81YWvePC2YUEsnpKIVVnJX57lIIjPnQTbUjveWiznliR6hCEEAOEZgHfYU78x7iwODXKXqojuCsSHyXeWWClcEYGVo+OGVH4x7ooW1DXL/tDKrQ+Ubun+kCMqTIgeodWVlZy+umnx5PHiy++mEWLFvHRRx+xcOFCzjnnHABeeOEFvvOd7xywjFdffZXHH3+crKws/vCHP/Dee+/x+OOPU1RUxH//+1/+/ve/dyiWefPmsXr16u55Y61s/U91u8lj1ngXg8/OBAWl8+sof6l+v8nqm7dFCFUa2DJSO5VFbwjuMvjyb5Vs/Esl5S/XAeAb1fPzL7qL7aioomFD28dKCCGEEP2HbtMompVJwWk+TEOx838NWJw6eSd5GXxOJtknuCmamYnRZLLjvw3Urm7BYtfJP9V38MKFSIEBUQP5i1/8gtLSWK3Avffeyx133BF/bdy4cZx77rnceOONPPzwwzz99NN85zvf4fTTT08qY+7cuQD885//jCeckyZNYty4cYwbN465c+dy9dVXtxlDRkYGwWCQcDjMXXfdxcKFC7v1PWYc7cJht6NZNTRL7GGxa9gydGyZVnSbRjRkUjq/lkh9281To0GzQ9ME9Adqz58hXB+7u1f3WQ9Pn6GD73Anwd0GKiId5IUQQoj+TndoDJ6ViTM/NgJ3y84weVO8OPNthGoMVFSRc4IHFVUEysIMOiMDbc91mNHU/2ofRf/Q7xPIaDTKU089BcCwYcP4+c9/fsD17rvvPp588kmqq6u577779ksgy8tjzbumTZuW9Pxxxx1HdnZ2/PW2ZGVlMWvWLB555BFefPFFVq1axQknnHCob2s/OeM9+/XDVEqhTDCDJtWrWqhbffAESXfo+/fHakWzEm9u0V8YTSbB3RF8hzmpWtEzA+lYnBr5p/pw5lkpf7m+R/YhhBBCiDShg2+Eg+wJHuyZiZZdmUe6iIYV2+fXEtpt4B3pYNDpNkxDkT3eTcP6IJXvNvW7a63WTNVHBtHpAzGmSr9PIDdu3EhdXR0Ap59+Orp+4Fa7TqeT0047jXnz5rFs2TKqqqrIzc2Nv56fnw/AsmXLmDVrVvz5NWvWUFNTwzHHHHPQWG6//XYef/xxgsEgd911F6+88koX3lmy7QtqsZhWzAiosHnIPzwqqvZr2Jwz0U3m0S50qwY6ROqjbJtb226i2ZdkH+/GkWtlx6vd31/L4tTIGO0ia6wLgJ3/a6BlpwycM1D43tqId2N+0nOaSjQdVzYLX1xFcq2/RnxwG4DchS4yP6tLbOMIU/qzKfFlz06V1JcvOm085VMTA8MAaK2/qxoU6Mn77OxUV/rYI9l8YVZ8OXud4vBfJd98iTaldj5Ta2EBm64ZmfTckNcDaMs/SU1AQogBw+LSKJqZiTPPlvS8GTbR7Ro1HwUI7Y5dqGUc7sA0FBaHjhk2+33yKPqHfp9A1tQk5jTcmwS2paCgAIjVWi5fvpyvfe1r8dfOO+88nnrqKS6//HLuueceJkyYwLp16+LNYS+88MKDxlJUVMRVV13Fww8/zKuvvsqKFSs48cQTD+Vt7SdSE0VpXe/S2rA+iLvITtHMDGpXt1AwzYfNayEaNAnXR7FnWrD7rYz8bi7bnqvBaKc5bF9h91tQJljd3dcl2JFrxT/GhXeUAxQ0bghSvbKZaFCarg4k0eoaqG57XlXN4QCObbcM964w5mdfxJd1j4eWKxM3rHTDQlar9cOZVoKD97lJ0WqQHk2BithQWlKe2ilRj4NISas+1OtsRNduaHuDVLDZCA1O7ucd8dk48HjZQgjRffJO9saTR6PFpPq9Zgqm+dj9ThOFX8kgsqdp6qCvZuAZmhh/oebjlgGRPJpKx+zsncsU6Asxpkq/TyA9Hk/83/X17TcdbP36unXrkhLICy64gPPOO48XXniB66+/Pmm76dOnt9v/sbWf/exn/P3vfycQCHDnnXeyePHiDm3XWxrXh/AfHcEzxIFniAOlFLWfBqh6N1GbkHW8m9wJHrKOdVP5VgfmnExzVe81Y3XrFOyZF3PHK4fWxNTq1fEMc+Ab5cBVaCPSGKXmg2bq1wUxQ5I4CiGEEP2ds9CKb2SsFUi4zmDHK/W4h8RuXUVbYjfdvcMd+I924S62YxqK4K4ItatbCPTCVGJCdId+n1qPGjUKqzWWJ7/99tttrmeaJu+88058efv27Umva5rGc889xy9/+UtGjBiBzWZj6NCh3HHHHSxatCi+j4MpKCjguuuuA2DJkiW89dZbnX1LPa50fh2732mk5uNmNj9RlZQ8AniG2FFK0bCuf0xDYTSZlL1YT/P2EJ4hdjJHOw++0R6OHCvZJ7gZ8o0shn87h7wTPZhhxY7/1rP1PzXUftIiyeNAp1uSH/vQzD1Vga0frShNg1YP7SDTBcXmldT2eRB/aOYB+nRoJO3jgJLiABXV4o9Drsrsafv+HYQQoodljXUDsZrH0hfqiDSY5JzgoWFDkMGz/ABkHO7EVRSrodStGu7B9gGVPO7tA9kXHuLABkQN5PTp03nttddYvXo1c+fO5aKLLtpvvb/+9a9s27YtvtzY2LjfOlarldtvv53bb7+9SzHdeuut/PnPf6apqYk777yTZcuWdam8nlD/WdvJYf3nLTjzfeSd7KVsQV3vBdXDdr7WQN5JXvKn+sg+wUPzthDBXQbhGgOjxQQzNpqaPduKq8CGZ5gdm89CNGTSvD1MzccBAtvDmDLCqtgjNHMCpd9Kbo905B1VGNtio0KrUIjDf/wJWqukrfmrYymbkbi3t+0sHf2MyfFlBWjRVvNE7tOK3PXShxz5WnK/m9b0DB+NDxyOaYbjeV/pVy1YTpkUX2fUk42ojz+PL1tyc1h3b6I/oW+jlSOv+ygRk2GkXQ5plJZx5I+qkp4zw9L/WAjRc6w+He+IWJPU+s9bMIMKW6YFi1MnsD2Mq8iG1aPT9GUII2ASqjYo/EpGiqMWovP6fQIJMGfOHJYsWYJhGFx22WVs2rSJb3/72xQWFlJWVsZjjz3Gfffdh81mIxKJXWC0tPTclA65ubn86Ec/4te//jVvvfUWixcvZsaMGT22v+7WuCFE9jg3ztz+9fFRUdj9VhP164J4RzrwDLGTcaQz6eJ+r0hDlOatYZq2hmKD4vT9rqCiByiLhtW+zzDs+3yeVCiUlHzpEUXrEW6UVWG211Zk38zNjGIG2x76XXfs6QWotdpQV5j2VsuWfT7zmg62xIdc6WAG078FQl+IUQjRf3iHx5LH5u1haj8OkHeKl8zRTowWE92pYfNaCO6O4B5ix+KI/bArU7Hl39WpDLvXmWiYfWDOuL4QY6r0rwygDZMnT+Zvf/sbV111FeFwmJ///Of7Tedhs9n47W9/y0033QSAz9ezk7fefPPN/OlPf6K+vp4777yzTyWQAM2lYbLGurHnWglX9a8e36FKg1ClQfV7zWgWsPut6E4NTQPTUIRropjhdKtvEUIIIUQqNawLEigLE66JkndyLHmsWtFMuNZg0FczAeLzQYbrDXSbhtVtIft4D5XLm9K3O4AQ+xgQCSTAd77zHY477jh+9atf8dprr9HUFBv8xWKxcPrpp/Ob3/wm/hzE5m3sSVlZWdx0003MmTOH9957j1dffZWzzjrrkMvTdO2ANWU9pWFtkKyxbvxHO6l8O7XD9e8r9reI/b/LFIRr96/N6ZayB4huPR59zJ7ugvs/187fYt9tNPYvg31f78Tfdm/5+8W1zzq0KvOAMQ3A49kTBvL3Ix3J8Ugvfe14qChE6kyKZmbgGeKgYVMQ1yAbuZM98fcQrjeIBhXlC+vRbRojvpOD/xgX4RqDhi9CKX4H7WvreGhKk5ZYA8yASSABxo0bx/PPP49hGOzcuZNQKMTgwYNxuWJz9P35z3+Orzt69Ogej+emm27i4Ycfpra2lrvuuqtLCWTOUD82vXcHqPe6fbiO9qBK02tgfE3X8Bf5QNNQptzOS7WBfDw0w8T1aXbSc65pmejhIbEFpbCEk8+6DUPtDLa1+jvZSc7eDA1/YlYPnHVR7MPav+FlnnAkUVusEGXXcelWUCp+s9tWb8ezI7HPLEcj0VZl6n4vxXpicCm320ruQfYpOmYgfz/SkRyP9NIXj4eryEbeMV6UUnjH+og0RHH4Y5fbwWqDjBIrNR81kztMR7NCRkasD2RD1MQ+zJ3K0A+qreMRMcOwpePl9JUBavpCjKkyoBLIvaxWKyUlJfs933oU1okTJ/Z4HBkZGdx8883cfvvtrFq1ioULF3Lsse3PCdeW6m11WLW2B87oCc5tJo4cK1Vba3t1vwej6RooRdW2uj5zwunPBvTx2Poh/Df5qdW/noyRu2cwF6VhrU3+GTatIVSrgZiUK4rWuv+hacX9fx/Elzsybt+ma02iGbGadE2DYmWj3AzGE8j81Sa2p9+Pr79rn+0tORpl4bz4sq/JhDT73vdVA/r7kYbkeKSXPnc8NBh6YhZ11XUEdkSofKuZghlenKYtNtL7UAfb5zXStCXxy21bF0WzauzeeGhTiPWmto6HoWSAsoFmQCaQB9Lc3MxLL70EwBFHHMHYsWN7Zb8/+tGP+P3vf09VVRV33303CxYsOKRylKlQWu/+uDZtCePMs+EsstJSll4/Hkrt+Zv0hRPOACDHI2HfmTr2/Yt06PVO/h0PVGbr5w5WplIH2F6OZbeR70d6keORXvrS8XAX27D5YlMtNawNknGkA2eujfJFdRROz6BxfZDGTYlmqr7DHbgH29n5v4Y+8f7gwMdDqc7FLjWQfV+/nweyo+6///741B3XXnttr+3X6/Xy05/+FIDVq1czb968Xtt3V9WvDaCUIvPIjs+bKIQQQgjRH7mH2ImGTaItJpGGKBlHOmnaHMKZH0ss69cnRobOPMZJwTQf9etaaNqU3n0fhdjXgKmB3L59O0OGDDnga3PnzuXXv/41AGPHjuWaa67pzdC47rrr+H//7/9RUVHB/fff36v77gozCGZY4RrUu01nhejLhr0aJOJO/PRaW5IvHGqOdFA3ptXd3LCOCifu9WlRjd3XT0mqPrS0avKata4F/Z1Pksq0tGgoa+yuuB7RKFyjY6mxsPemsfvLKtqe+APMxiaGLUg0o3VUN8hggUIIsQ/XIBtmSGHzWRjyjSyMFpPGTUEGnZFJ7acBQrsNLE6N/FN9eIc7qP00QNW7+w9EqDs0Mg53YkYUDV/0v+mIpAay7xswCeQxxxzDlClTuPDCCzn66KOxWq1s2bKFZ555hvnz5wOQl5fH008/jc3WuwmRy+Xitttu48Ybb6SqqurgG6SRUJWBq8gWq8uWEbiEOCh92cc42nk9wzOB2rGtRkCN6GitszsNGqcE4osqqmG2JH7KLSEX/ndIYglrmHvyVGtQw/7OWhxba+NNkNpLHiE2V6X9tVWJ5YOsL4QQA5Fm0QhVRYjURwnsiNC4MUjRWZkYjVGaNocpOM2Hd5QDZSh2/Lee5q1hMo92Yt3T7BVFbGCdw53xeSL7YwIp+r4Bk0Capslrr73Ga6+9dsDXjz32WJ566qleGX31QK666ip+97vfUV5enpL9H6rGTUHcg+34DnPQuF6aYAghhBBiYArujOAqsrHt2VrcxTaGfCMLi0MnGjIpOc9PpDFKzapm6r8IYgYVWce5yJ3sJVyfPJ9245chnHlWnPk2XINstOxMr3EmukpqIPu+AZNAPvroo7z22musXLmSiooKmpqayM/P59hjj+Wiiy7ikksuwWpN3Z/D6XRy++2392r/y+7QsD5E/ikK3yhJIIUQQggxcDnyrYRqohSf58dVmGjNFtxl0LwthNFiYs+wkDPBgz3LgqvQRs3HAarf378Zq9WnU/w1P1nHufpdAin6vgGTQF588cVcfPHFvb7fN998s8PrXnPNNb3e/7LLohBtMXHmST9IIbqDHjKxNSTmVi16y8CzbndiBU1D2RI/3S3D/Gw9v9Vd0gO0Lx3+xHaw7OlH6bSz+ztj2REIx1ctXBnCuuTDbnwXQggxsNizLTjzbLTsCuAbGeuo0LgpCArcJXY8Q2K/69GQidEYG2Rn99tNNKw/cBNVo9Gk/rMWciZ4+l0tpAJM0r92T7prtG3AJJCi5wQrDDzD7eh2MDsyKZ0Qok2aIqnPo6MqiLFlW5vrO21HAhmttt//lGeUlsX/bcnwEcoZTEuGGT85hjOtcjIQQohDpUH+VB/heoOalc1Em0wyjnLhG+kk0hilbk0LgbIwkboo0WDH05K6T1vwjnSQf6qXbc/WSkYj0oZcM4gua9gYxDvCQcZRLupWt6Q6HCGEEEKIXpN1rAtngZWd/2ugaGas+WrTlhC7ljYSrDi0mkPdpuEssGL3W1GmwuLUiLZIBinSgySQosuat4RRSuEd7pAEUgghhBADhj3LQvYEDw0bQhSc6sMMKUpfqDvkxBEgZ6KbrHFuNE0jVG3gyLFSOCOD8pfquzHy1JFBdPo+SSBFtzCaTBw5llSHIUSfZ20M49ydmOgj6rFhP2xEfFmLmhibtyZv1HraSJ+GpdX6sdcTK2gOG45qDVdAT0wlqUexHDEqsb5Fpz1aYyCpWawQQgxUBaf5iDRE8RTbCNdG2fFKPWb40GsK/WNdZI/3UP1hMxaHhv8YNwCRuoNNuCRE75EEUnSLQFmYjCOdWL06RpNMCCnEIVu5hsKVicXd106h7pu58WU9qDPqxq1tbl57bJTa43KSntMMPZ5kWlp0Jv35U/RW80DWf3sy6+/0xde3OwwslsT3WCmIRhNJpfZZLkPukQRSCDGw2bMsOAtshKoMlAk7X+ta8mhxamSPd2M0R8ke50bTNUJVBo5cKzWfBA5eQB8hNZB9X/u3mYXooIb1QTRNI3O0M9WhCCGEEEL0OM9wB2bExJFrpXJ5U5f7KOaf6kOzaFicOlXvN1M6v5aKNxoA8B/jIuMIJ94RdixuuXwXqSU1kKJbBCsMVFThGeqgemX/uUsmhBBCCHEgjhwrkQYTR45OS3nXptmwZ1nwDnegTEXNx4GkMSVqPwngH+tC02M1YkaLydb/1KAifXNQHamB7PskgRTdJlwfxe6XfpBC7GUtKSYwujDpOWVJPiFZgslNvh1ldUQ3bIovZ20IYQkl5oXUTAjNnBBfbsm1Avv0jdnnpKf0VhcZ+v4XHJoJKprYJhKxEG21bIStZKxKtC7wlUlfHCGEsHp0TEOhogqzC8mcPctC0axMzIjCCJjUfpS4Ea/bNerXBan5KIAZUWQc4aTgNB9Wl0akjyaQou+TBFJ0m4b1QfJO9JJ7opuqFVILKUTLEQVsPW+fpkZ2M5HEKQ293pY0CE7Byjx8rRJI2+IPad2jUff5+OL3RxCfg9k0wGiVMCrYb37mVkmjOsA9Hi0KKpx4IRrVMVsnmvU2Cv7wbpvvUwgh0pYG3pEOHNlWQFG/NthtYzXYMi2EawyiodjvpWaFrLFu3EPt2HwWLE4NTddQShHcZRCujvVntOdYUYbCaDbRrBo2r47RYqLbNDAVxV/zY/XEzh0Wl46ma5iGIrg7gj3LSqjGINJw8Pdgz7aQebQLR64VM6QwQybR8J7/hxRmSBENmZghFXsfnZijsiukBrLvkwRSdJu61S1kjXXhH+Om8cswoUoj1SEJIYQQYgArnO7DN8pJpDGKbtPwj3FT82EzTZtDiSRMiw1gY3Hq6E49/m+LU0ezQHCXQUt5GNUqZ3MWWLG6dEImRBqi2HMsFE7PwJ5pIVhpEKqKoBRolthI9RaHjnNQbMCdxk0hNIsWq8GMxBLJlvIQuSf6sLg0jIBJ87YwmgWUCeFaA6vHgjPfSqAhTO2nB79J7yywUvw1P9EWk0BZBN2mYXHr2LN0dIeG7tCw2JNvcIaqDZo2hahf29JryaTomySBFN2q/NUGhnzdT/F5frbNrcGolxFZhRBCCJEariI79V+0sPvNJnSbRvZENzkTPeRO9hINmrHk0bH/oDRKKcygQgE5J+hEwyaBbWHCtVHQIXO0i3BdbPwHV4mdIRdkEamPEo0oXIU2zHCslk8ZCk+xg4b1QbbPrY2Xr9tjCaTVa8Hq1fGNchJtMdEsOvYsC+5iO7o1VgOmTEXVe81ULG7s8PvOO8lLqNqgdEEdtHUpphFLJB06zjwr7hI7WePcZI13U7emhZpVzSjpsSAOQBJI0a3CVQblr9QzeFYmQ7+Rxdana4kGJIkUQgghRO9r2hzCf4wLi0OnakUTVcubqfkgQO6JHjxDHRhNUQKNEaJBE00H73AHFqeOMiCwIwxoaBYwwwp7lgVXkQ20WFJnGgrMWBeecJ1B5tEuos0m25+tSRqRtWhmJu4hdgadkUG0xcQ9JNbEdS9lxvo+Gk0mRlOUUKVBZM+/jWaTjMOd5J7oQdOhdnVLUreHA8mZ7MGZb6P0hdq2k0cABWZQYQajROqjNH4ZovLdJvxjXGQd58Y7wkHtRwFadoaJNHbftZxSGqoPNA/tCzGmiiSQotu1lEXY+b8GBp2ewdBvZrH1qWrMcKqjEqL3Od5dx+h1/uQntX1OSEZyU2+zOZB0vq+85kRqj211C1iBtcYSv4Bw7dIoeXZru3FsuGEohjdWhrIpym4cQ3k4FL8GiXpMNHtiH0OeteD5dGeigGgUaZAuepRu4csHJ6CssU+lo8rCkDnS71Z0XeU7TbRURMid5GHoN7NpLo11sXEV2rC6daxuHWd+bN1o0KR5e5jGL0M48624B9sxDYXVo2PzWdjyZDVWr07J1/xEg4pwdRTXIBsWl45uc6Kiii3zY8mjs9BK1lg3zaVhXEU2dKsW7/vYvC1My85IPEE0ms12k8LKqibMiCJnkofM0S4C5eFY7WZYEQ0rQpURgpUGmLH+ntnHualc3kSwovO/3GZIUbMqQOPGEHlTPBRMi80RrFSs72TgQ0mqhCSQooc0bw6z++1G8k/xMfSb2Wx5qqb9u2BC9ENmIIAZ6NqAUuFMDVduooxoVEfVeeLLlhAY5TvaLUMzh8b/rTSF6TcwzUj8ekXTVNLAO/a6MEZZeZfiFqIzNF2D3BBWa+xGRsh0pTgi0Z80fRmieWusJtI12B6bEsOi0VwWxpFjRbcAukb1qmbqPwsCENgepmZV7LfXnmVh6DezsWdZyJviJdJoUrqgFmXEBs4pmObDN9KJZtEwQ7GLHVeRHe8IB94RDkK1Bna/hW3P1By09vCAFFSvbKZpU4jMo504cq3odg3dpqE7dHRrYpAdR7aV5u1h6ta0HLzcdkTqo+x4tQGLS8OebaXorEwsTguDz8ogpAWo/fTQyzfRMPcb7S399IUYU0USSNFjGtaGsDgt5ExwM/Sb2Wx7uibVIQkhhBBiAFIG1H7SQu0nLWiWWLNSV4Et/nqgLEz+yT68wxy07IqgosT7ILbsiDWj8gy148yPbVNyXhZGi0k0GKtBDNUY2DIt5EzyYPVYcA+OrVf5bhNWr47V5Ty05LGVULXB7reakp/UYvNRuopsOAtsBErDVK/qvpHwoy2KlvII256pYdil2QDkTvGiu3Sq32/utv2IvkUSSNGjaj8KYHVpZB7jouQCP6Xz6lIdkhDdSncm5kdUSqFCoe4tPwLBcOKnWkU1kqaS7MANUi0Ceig2SMS+LWgBlKGDmXhBM6XBquh9ZsiC2vM53Pt5bU2z2dFsie+C2dICqmdHitxvn11sUZAWdAu6y5n0lBkI9PjfMp2oKJS/VA/EahAHnZ6Bd5iDaMhEs0DmkbHaRGWCpkPmUU6CVRGyjnUTro8SKA+DApvPgnuwHYtTi/8WZ452oUwVTz7zpngBulwj2PabgVCVQajKAHpoH8RGkq1Z1Uzm9EyM5ijZ49yoqIrX0naGTOPR90kCKXpc5fJmLE4d32FOBp+TGf/RFqKv0xwOvnjkGLQ9cyZad9gZ/vMV3bqPQQ+uiF3B7GHxelh335Hx5Yjn4D/jw+56L/5vqz+DxgePQUW1+M3wwiVWMp55P7HBALqQFOlBGQaHz/6w3XV2Xn8CwcmJ2peRdwWIrv+yR+Mqv/EEAscmLsqPvG13n2/eHT5jPNZbKpKes9w2AvXBmhRFlFrKgB3/bcA92Eb+aT6c+TYUoO+5U2cEYvMzRmqjNHwRIv9kL/WfR1GGIuNIJ9Fmk9rVQZSh4tN/WH0WnAWJ3+ZoyKRyeVMbEfQdtR8HGXyCgcWt07gpSM4JHlrKIzTuiKQ6NNHLJIEUvaJiSSO6U8dTYqfw9Awq/teQ6pCE6BaarmBPAsn+lSZdpxStx1FXe5O7ztwYbZUQquj+nZE1hSSNIvUO8hlUGuh6L39ONeI3iPoTiyaDEiRRECiLUP5iHZ7hDpShaKmIoAwYelEWjZtD+EY6cOTGLpvt2RYyj3RRtyZA1XvJU11oFhj1/byk4ncv6/j0G+lu91uN+E7W8Q5zEK4zyD/NR9PcAJ0ZaU1GYe37JIEUvWbHonpKvu7HN9JBNOil8u2+fzdOCCGE6OvkOjkm0mBStzq5GWjz9jCuQhs7/9dAxhFOglUGjjwrzdtCVC7fvw+gPTtxab35n1VJ03n0B2YIdrzaQNGsDGwZFjRdI/t4N7x/8G1F/9ET98uFaFPp/LrYXEmjnWRPcKc6HCGEEGLA0/pXjtOtqlY0gYLC6RkEdxnoVg1HlrXNUUi1xPSO/S553KtlR4RdSxvjLWH8x3Tuem5vH8i+8BAHJjWQotdtm1vLsEuyyR7vxlNip/qDZgKl0n5epD/thGNoGpqYQkNZNFQ4Gj+JmjZF8OyJ8dfdZU2Yn6zt1hhUMETh24l7f7oRJXLGCfFlZ2k90XUbk7YxvnI8UUdsG+XQYtUNrU6M9cN1tIsmJ++n1XnTGjRxLVzZnW9DiE7LWx2irskbX6460QuTY00FNRP8T60EM9rW5oe2z0/CNFYlphRRTb3fcqbxm5OJOhJfSM+OMLbF7fcXbY9rWx3lLw1Neq64YrvM9dqGSIPJtrk15J3kJXeSh2jQZOdrDbSUH/i6JVQdxTRUbG7HfqxxQwirVydngufgK4t+RxJI0ftM2Pp0DcXn+HEWWCmamUnVu809N0KZEN2k8ngfNROTLxq0lsTtZtOuKD09kdzlfpxJ1ifdG4OKhMl4OjEojuXwkXx5ZX58uWBVNu51ydvsONmB4Un00xwEScPJBw4LExzduhPPPvust3PYwu6JX4hDZV3yIblLEssb/jyR3JI6AEKGBW2uFRXq3gTS9voqslstd2/pHbP73BAZvsRIlzs+yWbo4kMvL7puI4X73mQ69OIGBGXA7reaCO4yaN4WardmUUUUm/9RhWbp/7VXtR+1YPVacI+yHHxl0a9IAilSIwplL9Sh22HYJTnknuihYX0LZjjVgQkhhBBC7ENBwxfBjq0aBRXtn81X91X5VhO5DufBV2xFBtHp+6QPpEgpMww7/9cQ64R9gjSDEEIIIYToSype7z+jzIqOkRpIkXIt5RGUqeLDYwuRLvSxR7LrpKz4sndnlOwnWk2pYdXYdLGWuBWnK3R74vXqYx2EbpySVObgJ9cTraruthjVzt2MmJe4+9syyEPlNScmrRPJMDFtsX9rmgIsyc1UDQ3TSHz/NEcU3Zq4e266DSpuSLyPjNIo7vky5J44dJEZx1N9jCO+rJlQ+MhKlNHxxpSH/TtExJcR216BCnetCYu1pJjtlw7BdNvZGQijgJJXajA//aJL5bbHctRhbLo0N+m5kU/XEP18fWIdaxSXPdF0vmmfU2XzBZPYeXLiC334E/WYq/dpxy5EGlF9ZIAaqYFsm1yxi5TT7YAG0UD/7nAu+p5wroe6oxKfy6wNUfS3P44vaw4HfHtMfB5IzaKwOxMXwJECRYMv+We22OWiO5mNjfDh54mYZk5IihlIbmuiEbvabj3soqlBtNWJ0q7RupOkbjNpGJ24gFVWGzKGsuiKxhI7Dce0SviiGoVa5xpFae+uxt6NMakMD6GxASKaSUgFUUDkfTc92bvLyPaQd8KupOci/8tM+spaLCY2vdV3ep8/U8MwCydOSgzWtfPlkXJxJ4ToUfIbI1Iuc7QLTdNo3BhKdShCCCGEEKIHKUD1gS6ifSDElJE+kCLlHLlWlFI0b5MRdIQQQgghhEhnUgMpUi5cH0XTNFxFVlp2yGDiIn0oq4ayt+oLaE3uD6FCIUbfUZZ4QtdBa7WOUmAmNyc1dlX2SKx7ud78nKM+8iU99+UPR8Sn8bCENIb/czcZZY3xO8DVXxnG7sT0lQz/dxTnF4lmdcrvY93Nifn3Go8K0/hIYoOipRre56RPpOi4vHmfk//fVg2hLRY23nM8ak97UUeNxuD73u3VmMwNWzj81lxyin149nw/zOoaWn+DN/2/yZg5iebczi8dlPwyEWftlSeiX5T4jrv+kIX9vx+0uU991Toyr8pPem7jNU4s14+JLw+710CvS/StHhX4Mmk6keLH11E7PzO+bN/5OdIhRPQm3a1D4ODr7WWioe07X1QaMvtAjKkiCaRIubo1AbLHu8k/xce2Z2tTHY4QnWLsrEh1CEnMQAAzsM+Z3BwR/6emIFpVjVFRizJjGaQtMBSt1WABtrogRvmO+LIlnIemJRJIzRHF4k20GIi4ZQRl0TnRhgZoaEg8oVuI+AfDnsGbNKP3L09UJIyxYydRexBjR+L70Vo0O0JubmLEydrK5F6YEY/GxNzy+PJad067/TRVKISxrTTpOcNdxOF5VfFlsyKKsWt3m2VEa2uhVs6dovfoNsg50Yd7sA2rRydiROCxVEclepMkkCLlzCA0bwnjGW7HXWIjUBo5+EZCCCGEEKJX2TI0hn0lB80CZkQRqjJoLO9E9aPoFySBFGmh4o0GRn43l/xTfWx9sibV4QghhBBCiFa8I+0UzsikoaGBna810Lw11hLFUJ278a+U1iemyOgLMaaKJJAiLSgDmjaH8I50YPXpGI3Sg0OkAVPRujOR1g1DslmOPgLTbt1TnsL8ZG3y67k5UJCYF05ZdZSeGO9Mi0aT5qXTPR44bGiiAKX2G97OUw6mPVaGboB+2DB0T358NU0pvFsSkxWEs5w4jhsdX45kOpKK1DRwOBL9lVVPznMgBgzvJmuiD2Tdwb9slsNGoFyJBqJRnzPpdevuBqIbN3drjO4NDup2J/bp236QC8x93oZmsxOeNja+bK8NoT5Yk7SOb7OFtdqQ+PKR4Q2HHjCx34iGWYk+le6doaTpiIToqPxTfSgTSufXEaqSMStSraWlhRUrVvDhhx+yefNmKioqaG5uxmaz4ff7GTJkCEcffTSTJk3isMMO69Z9SwIp0kbNxwF8o5xkjXNT+VZTqsMRAs0EPZycvHXVpkuyCefEytEMjcN+ZAEzUW7o2GGUzkhcoBpuhbInsli9RWfUj1vFOKyYL2YnBs3RDA1tn/P64b9ZT7Q6VrNv8Xoo/dUJlIcc8WvbQcujFD6cGAhk14+m0HB4q9ODRlKMFovJ4Mz6xPouf0ffvhAHZkYpeqBzg+Zs/3ohwbw93w0NMg6rxaInMrbgm4UUPdC9CWTxbw4So4Kw2falle7PZOxvPokvv/jZWA67InmdwofepbDVcld/dbQhRSx/6C/x5dM+Ow/HGV0sVAxImgWCFRHCNV37VJpKS+p3n67MNIyxqamJ5557jqeffpq3336bcLhjMxgMGTKEr3/961x66aWMHz++y3HINB4ibYSro5hhE+/Q7pwaWgghhBBCdIW2576I7ki/pCrdlZeXc8899zBhwgTy8vJwOp2UlJRw8sknc+edd/LZZ591qIwbb7yR4uJiZs+ezeLFiwmFQiil4g+n08mgQYPw+/1ompb02rZt23jooYeYMGECkydP5rnnnuvSe5IaSJFWWnYbuAfbUh2GEEIIIYTYo3BGBgBNm0JdLusAPS3SUnfE+Oijj/LjH/+YxsbGpOfLysooKytj+fLlNDY28tBDDx1w+7q6OubMmcNf//pXwuEwSimsVisnn3wykydPZuLEiRx//PEUFBRgtycqYJRS1NfXs2HDBj744ANWrlzJm2++SWlpKStXruTiiy/m3nvv5Xe/+x1f/epXO/2+JIEUaSXabKJpcndLpAfTpmG6Ek11qsY68PknxZc1E9wvrIyfZSxZWTR85fDE6wq0aPIZyHAr2NPMTlmh8aIJSf2kmgfpmLZEk1VlM8HSai5Kp0norAnx5WC2Bb3V+VxZwLS3f9YzrWCaKr7bupFWzAsS76slT6H01p0egWjiexk1dOpDif5mutEHrgREv2O4Ierb8/1UGuq/OURbTb2RvyH5Qjd62njqhzviy7oB/iffi39/rYUFVM4cgT3TTk19GAXkvVVB9MstHY4p99MAq+Yl+hsWb0yeR1IFAvzv+cQcqnnl3f/dCZw/iebCRAOzqF1jxPyr4suZX1jIZ2u371f0b858K9GgIlAmI+V31EMPPcRNN90ExJqQXn311UyePJmMjAzKy8vZsGEDL7zwArredoPQww47jJqaGpRSTJkyhUsuuYSLLrqI3NzcNrcB0DQNv9/PxIkTmThxItdddx0Ab7/9Nv/5z3947rnn+Oyzz5g5cyYPP/ww119/fafemySQIuVcRVY8Q+yE66M4C6wopcBC1zt+CNFFyqph8SY6FDaMUTQc1eoGh6Fx+EId1J4Pa46f8jNaXS6aGpqRfENEOaLE5ya2KCrOSu6/oMIWtFCrk4lNgbVVmRaNHacm19Lrrc7nUV2h9k0gW9+U0XWUVRH7L6bxMIPGw1tvcIAvn5kow4xYaAomLsSdcj0hUsDwmtgyY0miaeoUPLYaFWq7dqRishPXyYn5FZtCNvxPJb6/ZkE2lgsq0ZUHi9aM0qBlRy72TiSQ+jufUPROYnnf4eDM5uaD96PsovIZMH7sxvjyxuo8DjtvXY/uU/RvulvH4tJpqYgQu0DrmoEwCuv777/PT37yEwDOPvts5s6di8vlir9+/PHHA3DzzTcTibR9Eq2urmbWrFnceeedTJw4sc31OuqUU07hlFNO4f/9v//Hn/70Jx588EFqajo/+4EkkCKlXMU2Bs/KTKp1bNgYlORRCCGEEKKXOQdZyT/Fh82nYxqgDIXVHbupWf1eAJ/Hd5ASBMA111yDaZoMHTqUZ555Jil53JfN1nbXrQ8//JBx48Z1e3xut5tbbrmFH/7wh2zbtq3T20sCKVIqd5IHFGybW43Nb0VFFYHtUp0hhBBCCNGbso5zkbPnuizSEEW3aeh2DSNgUrmiiVClgc+T6ijT34oVK/j449hUObfccgsez6H/0XoieWzN6XRyxBFHdHo7SSBFyuhOcORYidRHCdeahGs7NhSxEL2pvU70fWEYciEGhA5+F82DdDk0lbZn+ldt3ykc+5TW0w/05fchek/uZDf+Y91Egyalz9dhNO8/H7emd885r783YW09wumFF14Y/3d1dTU1NTXk5eXh9/u7Gl5KSQIpUsKWqVNyfhZosPvtxoNvIEQKOF9fzRHvtrpzqPY5odrsrH9gQnxCJGVV6O7EjRCL1cSxTwfBQJMDZbZ9UtJsJqp1n0elJfU/xNTQWjXxNq1gZCX6aWoRHT2wT4f8fbNgRfJVpSLRLxNio//sq1UM3rV2Sv6RmF9PNW/er6+XEF1hHVrC2jsKk57TmyxYgonP4eGP18CO3bEFi07pj45HteqeFcw1sZQE4su5z0fJ/HuiDySmItpqflNzzQZyr8zEPyRCdHsDSsGG23IZdevg+DqW71kxtiSae6mTjiNwZ0N8uemVQgr+kOjjuPEPk5h54ifx5a3N2URO29nxP0QHVH/vRAJnJc6jQ/8eJXh34htZrHZJrxBxQLoT8k/x4RnqQLdqRJqibJ9bgyn387vk/fffB2DEiBHk5eXx17/+lQcffJANGzbE1znqqKP4wQ9+wLXXXps0empfIQmk6HXF52XiLIi1965c3kTLDuMgWwiRGioSJtpOzbjmcGC6zfioqugqabwaNIVV3ye1OtgNTU2htVrpoMOIa8llKk2hd+SuaWerJVqtrxsQre58p3shOkzXsXmTv3sR0x6byXwPLRDEqK3ds76FqCM2svFeUY9Jri+RQOpRV/ufWzNKtKYWMwOiNbUoU2HaFUO9iW1KLclJrWnTKfbVxZc/dya/rjxRjvLsSHpuI90r6tTI9ibepzVoI1pV3c17Ef2OBYZ9KwfdrhENmNR+EqRmVeDg23UDU2l9ogXP3pr8hoaGpOcdDgcOh+NAmwCwdu1aAIYOHcqll17K008/vd8669at46abbmL+/Pm89NJLZGZmdiq2QCDABx98wLp16ygtLaWpqYmWlhZcLhder5eSkhKOOuooTjjhhC41oW2LJJCiVzkLrbgK7YQbopQvqsOol3oLIYQQQojeVHyuH92usfvtRhrWdn1ux/6spKQkafnuu+9mzpw5B1zXNE3q6+sBePfddwmFQhQWFvK73/2OWbNm4XQ6+eCDD/jpT3/Ke++9x9tvv83s2bOTmr2255133uF3v/sd//vf/wi1M+r0Xg6HgxkzZnDzzTczderUDu2jIySBFL0qXGOgontG9JI2NaKvMxWWJh21t8WoDmYk0XxUuTXMfZqwKlNLasJ6wGlPWzchDVnQwokyNROszYmNDJfap8lp5+/q6iE9abqRqCcK1lZl7ltbKZ2qRE8zTSKNyc26LPs0YcXY5ySiJXeF1MI6NfWJO+9Foc7fsLQ2a3zZkBdfdkaTy9DDUbY1ZCXW36cCR2uy8knjkPjy9qYsoKzTcQjRXaxeneJz/dgyLDRtDaUkeVSqA61r0sDeGEtLS8nIyIg/317tYyAQiE1HB4RCIdxuN2+++WbSQDVTp07ljTfe4MQTT2T16tU8//zzrFy5st1pOsLhMLNnz+app57aE1vH/oDBYJBFixaxaNEiLrnkEh577LFuaTIrCaToVWYYdvy3nqKZmQw+O5Ntz9SmOiQhDpmKhBl583ttvh48ZyIV395neO5aO5bW8za69+1XqdAciQvjEc9HsS5Z2eY+tHFH8+UtiX1Eo7b95p484MghrVYZ9I7CMy/xPnbcPIWmI5ITX0tLIonVZaBk0cOMbaUc/oPS9tfZZzmcaSY1Yc1bpeH/9+ouxTH85yva3af27moyzkosZ7Ap6fXDbniP7UnPNHcpngPSwGaRO7Li4LKOc5Ez0QMa1K0JULm8Bz6P/VBGRkZSAtkep9OZtDx79uwDjnLqcrn41a9+xdlnnw3AM888024CeeGFF/Lyyy+jlMJisTBjxgxOPfVUjjzySEpKSvB4PDgcDkKhEM3NzZSWlvLFF1+wbNkyFi9eTDQa5T//+Q/19fW8+OKLnXj3ByYJpOh1gdIILeURXIPbnvdGCCGEEEJ0j8LpPryjHJghRfmiekKVqRt/IlYDmf59IA+lltRqteJ0OgkGgwB89atfbXPd6dOnY7VaMQyDVatWtbnes88+y0svvYSmaZxzzjk88sgjDB48uM31AY4//ngAbrvtNsrKyrj22mt5+eWXWbRoEXPnzuWiiy7q/JtrRT/4KkJ0v1B1BE3TsHrkIyiEEEII0VNcRVZ8hzkJV0fZ/ER1SpPHgaB1n8ni4uI213M6neTm5gKwe/fuNtd74oknAJg2bRovvPDCQZPHfRUXF/PCCy9w2mmnoZTi8ccf79T2ByJX7yIloi2x2zpWn3wEhRBCCCG6wurVsWXqWL06uhN0O9izdHyHORh0ZiZKKcpeSo9uQ3vngewLj0MxevTo+L+j0fabl+993Wptu1Ho6tWr0TSNG264Ae2AAyccnK7r3HTTTfHyukqasIqU0B2xL4B5CIMaCNFXeNZXk7MgL+k5e2OU1pMmmvbkk4Gy6JiWxI0V5+aK/fpdtWbZWUX+wuGJ5bDC2pK8RdOph6H2nHSUXUPXFUpX8bFw1D6TQw9aEaBlc6tBAhRYQomToLOyWcbREd1L02i8aFJ8Hkelg+FM/lzqEdCjiU9e9n83JqarUCbFS6JJt8VdZU0DYn7S/FVN1ASKEstby9r9zRD9i7vERuHpGVjsbd+QV6Zi99uNmDLYaq+YOnUqCxcuBGDz5s2MGzfugOs1NDRQVRWbm7a9WsXaPdMVFRUVtblOR+zdvq6urkvlgCSQIkU8Qx0oUxGuHQindzFQRTdswrdh08FXbMfBLgSNil34nt3V7jplP59CxBu78NY0KNBJbn+yzx1NbfknuNspT5JH0e00nYqTFMqWmFPVlpl8tRtpsUGrEYlz3vVBPIFUOF79IGn9AXN2ee9TsluN5SXJ48ChO6HorExQUL+uhWiLGZsqVdfQLBpm0CRcH6V5WwgzmOpoB47zzz+fm2++GaUUCxYs4IILLjjgegsWLIiPpnrKKae0WV5hYSHbt2/ns88+i/dtPBRr1qwBoKCg4JDL2EvaD4rep4M9y0JQ2uALIYQQQhySwumZoEHZS3XsXtZE9coAVSsCVC1vpvKt2HLj+vRLHlUfehyK4cOHc+GFFwLw9NNPs2TJkv3Wqaio4I477gDAbrfzne98p83yTjnlFJRS/OpXv4rXRnZWbW0tv/rVr9A0rd1ktaMkgRS9LnO0E03TqF/bkupQhBBCCCH6HM8IO+5iG6Eqg2CF3JBPN7/97W/Jy8vDNE3OPvtsfvazn/H222+zatUqHnnkESZMmEBZWWxO2HvvvbfdJqzXXnstuq6zadMmxo8fz3PPPYdhdOyYG4bB3LlzOf7449m0aROapnHdddd1+f2lrAnraaedxrJlyzq1zdKlSznttNM6tc2cOXP4xS9+0S3lr1+/np///OcsWbKEaDTK1KlTueeee9qsTn7zzTeZNm1afPmb3/wmzzzzTLsxXHnllfzzn/8EOj5JaF/jKrChlKJxvTTGF6I3DH2uAqyxzmWaBjlDMvBWBOJDlOu7aqTZm0gpTddQ3ii6LdbXVtXaGfHAPo1Qo0E0M/GcuaOiN0MUIm3obp1BMzJQBpQvqkt1OJ3WlQFqelNXYhw6dCiLFi3i/PPPp7y8nPvuu4/77rsvaR1N0/j5z3/Orbfe2m5ZkydP5q677mLOnDls376diy++mIyMDE488USOPPJIiouL8Xq92O12wuEwTU1NlJWV8cUXX7BixQoaGhriOcWdd97J5MmTD/l97dVn+kDqus5hhx2Wsv2vWbOGU045hfr6+vhzr7zyCkuWLOGVV17hK1/5ykHLmDt3LrfffjtjxozpyVDTnsWtSycqIXpRdOPm+L81XcMMZmFurUWZsS/igOkrJtKaZjWxWGOfxqipoVZ9tt86cuoQAjKPcqLpGjtfq0+75qkiYcKECXz22Wf83//9HwsWLGDTpk0Eg0GKioo49dRTuf766zvcp/Guu+6iqKiIW2+9lbq6Ourr63nttdd47bXX2t1ub+KYmZnJ/fffzw9+8IMuvy9IYQL5j3/8g+bm5nbXWbt2Ld/85jeB2GSbnZ33ZF97O4+2Zfjw4W2+Nnv2bOrr65k1axY33HADdrudxx9/nH/9619ceeWVbNq0CZvN1m75Sinuvvtu5s+ff0jx9xcWl46SK1YhhBBCiE4zGmM19bo9/WvxDqgrHQx7UzfE6Pf7ueOOO+L9Hbti9uzZXHjhhfztb39j4cKFrFy5st2mrBaLhYkTJ3Leeecxe/ZssrKyuhzDXilLINtL1vb697//Hf/35Zdf3uV9HnPMMYe03bZt21i5ciUTJkzgxRdfRNdjXUdPPfVU6uvrWbhwIStWrGDq1KltlpGbm0tVVRULFizgo48+Yvz48YcUS3+g2zXMSF/45RBCCNGb+kKzNiFSzTvMgVKKSFP7cwyK/iczM5NbbrmFW265hUgkwsaNGyktLaWxsZFgMIjT6cTn81FcXMzhhx9+0MqtQ5W2TVhN0+Spp54CwOv18vWvfz1lsZSXlwOxeV32Jo97TZ8+nYULF8bXacsNN9zAL3/5S0KhEHfffTcvvfRSj8Wb7nS7RrRFEkghhBAxylTQaMPY04TV3iyJpBBt8Qy1E2k0Ce7so73X+0gfSNI8RpvNxujRoxk9enSv7zttR2FdsmRJPCn7xje+gdvd3qxkPSs/Px+Ad955B9NMbnu5dyCgwsLCdssoLi7m+9//PgAvv/wy77//fg9EKoQQQvRRitgFm9L6RvM2IXqZ1adTNDMDdIgGpC+QSJ20TSD/9a9/xf/dHc1Xu2LUqFEcffTRvP/++5x//vksXryYt956i+9+97vMmzePoqIipkyZctByfv7zn+NyuYBYZ9iBymgysfnS9qMnhBBCCJF2hlyQhWeIA0yoXtX+OCJC9KS0vIpvampiwYIFAAwZMqTTU3e05fTTTycnJwe73U5+fj6nnXYa9913X4cm5fzb3/6Gy+XixRdf5PTTT+fUU0/lH//4B3a7ncceewyHw3HQMgYNGsQ111wDwOuvv84777zT5ffUFzV8EUTTNTKOOPjfTAghhBBioMs90Y3FqVP1fhNf/r2KlrJIqkM6ZEr1nUd/EggE2L59O9u3b+9yWWmZQM6bNy8+Qutll12GpnVPG+TFixdTU1NDJBKhsrKSZcuW8bOf/YwRI0awcOHCdredMmUKy5cvZ+bMmXi9XtxuNzNmzGDZsmWceeaZHY7htttuw+PxAAO3FrLusxaUUnhHOVMdihBCiHSgTPyf6fjXWGOP9akOSIj04R3pwD/WjRGIUvtxS6rDEX3Uc889x/DhwxkxYkSXy0rLQXS6u/nqmDFjOO+885g4cSJFRUVEIhHWr1/PU089xeuvv05dXR0XXHABL730EmeddVab5YwbN45FixZ1KZa8vDyuv/567r//fpYuXcrSpUuZNm1al8rsc/Y029fS8tMnhBCi1ylF3l9WpDoKIdJK3lQvmUc40SwaylSUvViX6pC6heojg+j0hRg7S3VTtWra1UCWlZXx5ptvAjB58mQOP/zwLpV344038umnn3LPPfdw9tlnM378eCZNmsTll1/Oa6+9xl/+8hcAotEos2fPpqWl5+/s3HLLLfh8PgDuvPPOHt9fuvEd7kDTNAKlfbf5hRBCCCFET3EWWMk8ykk0ZFK1splNj1cRqZOBc0R6SLsE8sknn4yPdHrFFVd0uTy/39/u61dddRWzZ88GYMeOHcyfP7/L+zyYnJwcbrzxRgCWL1/Oa6+91uP7TCf+MS6Uqaj9JJDqUIQQQggh0o5/bGz2gW1za6j9KIDqozN2HFB8tOU+8BAHlHaNCP/9738D4HA4+OY3v9kr+7zqqqt49NFHgdi0HJdeemmP7/PHP/4xf/zjH6mrq+Ouu+7iq1/9apfK03St2/qK9jSrRycaNNHQeuQWRuxvEfu/SD05HulFjkd6keOROprVSt1Fx6P2nDuddVFcr67q1PGwDhtC2TmD48t5a4JY3vy4J8IdkAby9yNSb6BpDjwlDpo2hVMdDtD28dCUFu+eJLrfd7/73W4p58svv+yWciDNEshVq1axdu1aAM4++2yysrJ6Zb+tJ+DcO/dkT/P7/fz4xz/mrrvuYuXKlbz88sucffbZh1xezlA/Nt3ejRH2HI/dhz3LQsvRGtHm7h/iStM1/EU+0GJ9BkRqyfFIL3I80oscj9TRHXaap9riNzJtux3krsvq1PFQxxZiPT0xnULYnUX21t65dhkIBvT3owZ8Hh/us7zseLk+1dEAbR+PiBmGLR0vp6+McJouMT7xxBNpV0mUVglk68FzuqP5akd1V4fSzrrxxht5+OGHqa6u5q677mLWrFmHXFb1tjqsmq0bo+s5DfPrKbkwC8fRJtvn1nV7+ZqugVJUbasbeCecNCTHI73I8UgvcjxSR3c4KDNC8QTSFbBi3VrbqeOhBgVp0BIJZKjRg7n14FODiY4Z6N8P9U6QrHEenONNale10Lw9tTWRbR0PQ8mYFr0hVfnKgaRNAhmJRHjmmWeA2Eil7Y2G2t321noCFBUV9dp+fT4ft9xyC7fddhsff/wxL7zwwiGXpUyF0tLng9WeUE2Upk0hfKOcFJ2dQfnL9d3e9EGpPX+TAXjCSUdyPNKLHI/0IscjNZSC1n9xxZ7j0InjoVRyN6m9ZYjuM5C/H1XvB3AV23HkWin8qo/ajwNUr0zt+BEHOh7plNj0Rzk5OdTU1HDGGWfw17/+9ZDLef7557nlllu6Jaa0SSBfffVVKisrAbjkkkuwWnsvtNYH49RTT+21/QJcf/31PPjgg+zevZu7776bcePG9er+U6VicSMWl46ryMbI7+TQtDlM9UfNGPXSiF4IIUTPU0qhmRpqTxqpHcrpR0Ek2qozv5zCRDcrnVcHVhj5nVy8o5wpTyC7hSL57k26SpMYJ02axCuvvMK6desYOnToIZeTm5vbbTGlTQJ5KHM/PvHEE3znO98B4O6772bOnDlJr69ZswaXy8WoUaPaLONvf/sbjz32GACFhYWcf/75nYy8azweDz/96U/5yU9+wpo1a9i5c2ev7j+Vyl+qJ2O0g9yJXnyHO/Ad7gATjICJGTJhT2dtNIgGFY1fBqn/LJjqsIUQQvQDKhTi8JtaDXijOp/9ae99Sv6FjkQRxuZ0ueYU/YkBZsjE5tXJnuCm5oN+kESKDtubQJaVlVFRUUFhYWGqQ0qPBLK2tpaXX34ZgGOOOYbx48d3S7kffvghs2fPZtq0aZx11lmMGTOGnJwcDMPgiy++4KmnnuL1118HwGKx8Ne//hWPx9Mt++6Ma665hgceeICdO3dSVVXV6/tPpYa1IRrWhrBn6fjHunHmWbH6LFhc1j13fmLNiWyZGq5CH5lHudj+nPQvEUII0XUqktynrNOjfSqFGZQbm6LnVSxpZNAZGWSPdxPcFSGwve/2O1RKQ/WBKTLSJcZJkybF//3+++/zta99LYXRxKRFAvnss88SCoWAjtc+dlQ0GmXx4sUsXry4zXVycnJ47LHHOPfcc7t13x3lcrn4+c9/zg9/+MOU7D8dhGtNdi9ranedwtN9+EY6yTvZQ+U7ze2uK4QQQgjRX7SUR9jy72pGfjeX3Mletm+Xm+kDxcSJE+NNVzdv3nzI5Rx33HHcfffd3RJTWiSQe+d+tFgs3ToH48yZM3nsscdYsWIFH3/8Mbt27aK6uhqlFNnZ2Rx77LGceeaZXHnllWRkZHTbfg/F97//fX77299SWlqa0jjSWcX/GnHk2sg82kWo2qBhXSjVIQkhhBhALAX5aK3HaNA0sCT6QKqGJqK1cmEveoYyoGVnBFeRDWehlWCFkeqQDp209e4wv9/Pli2dmCelDcceeyzHHntsN0SUJgnk8uXLD2m7K6+8kiuvvLLN1/Pz8/nud7/bbRNwdtZpp53W4ZGpHA4H27dv7+GI+r7SBTWMvDIP7zCHJJBCCCF61dbvjyLsT/SVNG2gfImL+Pw3i/H/a0UqQhMDxM7/1TPiilyyxrrZWdGQ6nDEAJUWCaQQHeUqsgPQXJrauZCEEEIIIXpbwbQMNE0jWN13ax+lD2Tfpx98FSHSh2uQDYDmLZJACiGEEGLgKJzuwzvUQUtFmNoPZSRWkTpSAyn6lGgw1iRYd+nQLBNuCSGEEGIAsIB3pINwfZSyF+pTHU3XyDyQfZ4kkKJPCe2ODVvtKbYRruq7zTeEEN1M0yj/6YmYltiiox7y/+/d1MYkDpklJ5vd5x+R/KQCrdUFXd5LXxKtrOzROIyvHE9TsT2+PGhFCN1I3LxUukbUnmjM5dpaSbRHIxIDlT3LiqZrNH4p08YIDml8F03TcDqdZGZmMmrUKCZNmsTRRx99SPuXBFL0KYHSCMpUeEc4qP2kJdXhCCHShGax4Dq5CpctdpOpbFcW+SmOSRw6ze2menxyKqaZWlKNQP5SN/Rs/kj9CDt1RyZ2mvt6GUbFrqR1LK3+Lcmj6ClmKHbjwuqW3mcCnnjiCTSt6300jzvuOB544AGmTZvWqe3kUyj6nFCNgSPPKrc/hBBCCDEgGI0mRouJ7zAnun3/13UH5J3kYfA5mRTO8GHNSOdLfK0PPdLTkCFDGDJkCLm5uSil4g+73U5BQQEFBQXY7fb48wC5ubkUFxeTkZERf/7jjz9mxowZPP74453afzp/uoQ4oOr3mwEoPM2X4kiEEEIIIXpH5fImNAsM+3YO9pxE3bezwMqIy3Pxj3HjKrLhHelg2LeyGXpJNsOvyKbkAj9Wn1zy9ydbt25l3rx5eL1eHA4HP/nJT/jkk09obm5mx44d7Nixg+bmZj755BN+/OMfY7fb8Xg8PP/889TW1lJWVsZvf/vbeDJ5zTXXdGquSanDEX1OoDRCpMHEO8KB7mjElOkghRjwlKmorvFite1pRFhnS21AokuiOysY/TtL8pP7zKscLa9otwzt+KOpOCkzvjzorTrMT9Z2Ko78FzZQ4HEn9llV3anthehOTV+G2G2B/FN9DLkgi93vNNKwNkTRzEzQoHxRHYHSCPYsncLTM7F6dZShcORaGXpRNjtfrydQGkn125BBdLrBjh07mDlzJs3Nzbz11ltMmDBhv3V0XWfs2LE88MADXHTRRUyfPp1Zs2bx0UcfUVxczM0338wZZ5zBlClTaGlp4Y9//CMPPvhgh/YvtyNEn7TrzQbQoOArGakORQiRJpShE43GHpqRvk2PxMEpw8DYsi35sXV70kNF2p/OKeqyEcxV8UfU3fmbCtGqaoxtpfGHMmTwNpFaDetDbH+uBjOiyD/Fx/ArcrA4dKo/aI4nh+Fak+1za9n8eDVb/lVDxeJGNAsUzcyk5Ot+ufrvBx544AF2797NLbfccsDkcV8TJ07k5ptvpqqqit/+9rfx58eOHcvs2bNRSrFkyZIO718+QqJPCu40CNdG8QyxY5EO5Ul0O/I3EUIIIfqpcK3J5n9VE6oysDg1Io1Raj9ue2DBpk0hNj1eRaA0jCPPGquxTCXVhx5p6uWXX0bTNE4//fQOb3PGGWcA8MorryQ9f+aZZwKwffv2DpclTVhFn1XxRiNDLvBTOMNH+Yt9fE6kQ6DbwV3iwOrVsfstuAbZsPksaJZYzYsZNtnxegMtZbE7kroTMo90EaoxCGxPgyYsQgghhDg0USidV4duB7P9yngAlAE7Xmlg6MVZuAqliX9fV1ZWBoDV2vFUzmKJdQvYsWNH0vOFhYUAtLR0fHYDSSBFnxWuMgjuNnANspF1nGtATOvhGWrDP9aNLcOC1avHh3BWSqGiEK6LEtwdQSnIPNJJ8dl+lKkwDYVu09A0DaUUu99spGG9dB4V/Yuj1I5pi90ydtRKE9YBz6KhWnej7IYh74VINx1JHtOO0mKPdJfGMfp8PkKhEO+++26HmrACvPvuu/FtW9ubOObk5HR4/5JAij6t7MU6hn87h5xJHvxjXFSuaKZ5cxd/Ta1Q8jU/Np8FZSqCuw12/rchdpfPBFLUBcbq1Rl0ZqzZiTIULeURGjcGCddHCdcZmPvMLVy9somssW7cxXZ0h05LeYSGDUEKp/nIP9VHcHeEcK15gD0J0QeZUYbe/W6qoxBpxLTqGK5EGzTTpmNpZ30h+jtbpo4t00Jwl/Tl7esmT57MSy+9xK9//WvOP/98hgwZ0u7627Zt4ze/+Q2apjF58uSk19aujQ0uVlBQ0OH9SwIp+rYobPl3NQWn+fCNdFA43UfgiDCRdR3b3JqpUzDVh27TsHp0dJuGbo/1H4yGTTQ0vMMcsU7qztidqGhQoemxOZl2LWvEjJjkTvZiy7RgNERp2BgiVBnBVWzHVWAj0hil5oNAl96ma7CNojNjAwaVLqgjtPvgP/5mEKpXBqhembzv0oY6hlyQRfF5WWz+V7XMfC2EEEL0c458K8XnxG5C717WkOJoRFf96Ec/4qWXXqKqqoqJEydyzz338K1vfWu/2sWGhgaefvpp7r77biorK9E0jRtvvDFpnb39KU888cQO718SSNH3mbDrjUZ2vdnI4HMy8ZQ48BzmxbbRoGlLiKYvQwds4pF1vJvs8W50S6xZpxlSGAETiwLdplG2sI5wdZSCr/jwjnAQqY9iy7BgcWpEW0zsOZbYaGZ7qCjY/RY8Qx2J55RC0zQc2VZ2vtb5H2xrpk7eiV48Q+2x97m0sUPJY3vC1VF2v9MYG73t0myatoSxunRUVLFrWSNKbkwKIYQQ/UbORDdZ49ygYtdLqW59pNR+s/KkpXSOcfr06dx+++386le/orKykmuuuYbrrruOkSNHkpubi6ZpVFZWsmnTJkzTRO15M7fffjvTpk2Ll7N582ZefvlllFKcddZZHd6/JJCi/zChfGE92Se48ZzkxV1sx1PiIP8UhRlRhGujhKoMokET30gHdr811j8wYrLlqer9moDuteuNRna90bjf8za/zqAzMjEao+xe3oTRYIIVMg53YPNZCO42aN4eZsQVOTjb6LCeO8WDZ5gDM2hiNJlEmqJYHDrWDB17pgWLK1YbGq6LUrawts0YO6thbQh7hgX/GDf+o13xRNdVbKd6ZRMN6zrRP9JCbKQyaQ0rhEgjjh0N5K9K9Omx76iXBhdiwLHnWMga5yYaMNk+r45oQE7W/cW9997LyJEjufXWW6mqqiIajbJhwwY2btwIEE8aIda/8YEHHuCKK65IKmPEiBEEg7GLy72D7HSEJJCi36n9qAVLTT1V22vxDLPjHW7HmW/DmWfFVRBL5JRSNGwIHjAx7KhIXWyepSRGLDlrLbgzgmeog8Ouzot9mRU0bw9jceq4Cm2YhkLz6DjyiA9ygwIzomjaHKZ6ZROR+u7/wa96L0DVewF0Z6y5a+6JbvzHuCk4NYPcySa1nwQOOCy4I99K3kleHNkWNGtiYJ5oULHrjYb0mKRYCDHgRddtJGPdxsRyCmMRIlWyj3MDUDo/jZLHNJ8iI64PxHjllVdy8cUXs2DBAt544w0+//xzamtj16ZZWVmMHj2ar3zlK3z961/H6XQesIzOJI57SQIp+i8Tmr6MNWHdS7eD1WchXBvttRqzHa824B/jwpFrRbOAI9+Gd5gDpRSB8jDlLyWmILF6dYwWs1evdPbWalatCFC1IkDORDf+MS5yJ3nJHu+h/vNYomlx6ww6IwNnQexnw2g0CVVHiAZNrG4dd7GdopmZVL3bTN2a/j8irhBCCJGunIVWMo504R3lQEXBaE6T5FF0O6fTybe+9S2+9a1v9do+JYEUA4oZjvUB7G37JlSOPCuRxv1HTjWaUv8Dv3fgHf+xLrLHu8k6zoP/WHf89ZaKCDv/14i5z51Mq1dnyDeyyJ3iIdIUpXlLXxxbXAghhOi7dLfO4LMycOTGLvE1TcNoSbP6d5nGo8+TBFKIFAhVpv9INXWrW6hb3YLvCAeeEjuaRaPmo0CbsRtNJlufqWb4t3MZNCODrU/XpEVCLIQQQgwEOZPcZB3rBg0C28PsWtaEu8RGqCr9rzlE9zAMI6kJq9XaM6meJJBCiHY1rg/RuL5jg+qYQShfVEfxuX5Kvu5ny79qejg6IYQQYmBzFloZdEYGVrcFIxBl52sN8bkeO3r+7k2aij3SXV+IEeCLL77gkUceYfHixWzYsCE+eI6maRx++OGcccYZXH311Rx55JHdtk+920oSQggguNOgemUzFpfO4HMzUx2OEEII0S9ZvTpFMzMo/pofi1On5qNmtvyrJp48iv7vjjvuYMyYMfzpT3/iiy++iE/ZoZTCNE2++OIL/vjHPzJmzBjuuuuubtuv1EAKIbpd7cctuIpseEoc5ExwQWWqIxJCCCH6OAvkHO/GM8SBzW9B2zN4ZqjSoPyVum6b6qvHySis3eLHP/4xDz/8cLzG8aijjmLSpEkUFhailGLXrl2sXLmStWvXEo1G+dWvfkVTUxMPPvhgl/ctCaQQokfsWNTA8Muy8R/nJrRGh62pjkgIIYTomzxD7Qw6IwPNoqGiikhjlJadERq+CEqN4wD07rvv8tBDD6FpGqNHj+Zvf/sbU6ZMOeC6K1as4Oqrr2bNmjU8/PDDXHjhhZx44old2r8kkEKIHrNtXh3DL80m70QvO1dXYzSn2UhwQgghRC/LOs5F9vEezLBJ46YQVe82t7u+1acz6KsZKBN2vl5P82YZ5Xyg++tf/wrAsGHDWL58OZmZbXcZOvHEE3nrrbc4/vjj2bJlC3/5y1+6nEBKH0ghRI8xAyY7/9sAOpR8XfpDCiGEEO6hdnSbhsWpkzXWzdBvZTP4nEyGX57N8MuyyT3Jk7R+8bl+0KBsYV3/SB73TuPRFx5p6q233kLTNG677bZ2k8e9MjMzufXWW1FK8fbbb3d5/5JACiF6VEt5hPovglg9FopmSRIphBBiYKt8pwmlFM3bwzSsD2Lz6biKbKBpaDaNrDFuRlyZg+8IB8Xn+7H5LNR91tInpgATvWPXrl0AjB8/vsPbHH/88QBUVFR0ef/ShFUI0eMaPg9i16O4i21kjXdT+1Eg1SEJIYQQKZE52oWmaUSDJruXNbFraWPS61njXORM8FA4LSOWaJaGqFrefjPXPkUG0ekyh8NBKBSiubnjn4u96zocji7vXxJIIUSv2PFSA8O+nUXOBDfBijAtO+ROqhBCiP5Fs4IyYNCZGWgWaNkZiSWMFoi2KDQdbJkWwnUGu5c1HbCM2o9bqFvTQuZRLgI7woSrZfwAkWz48OGsXr2al19+malTp3ZomxdffBGAESNGdHn/0oRVCNFrSufXgQlFM/3ozlRHI4QQQnSP3CkeRl2Vy6jZeYy6KhfvMAfuYju5E71Y3TqYYMuwYPVaCO422Da3tt3ylAF1a1r6Z/Ko+tAjTc2cOROlFH/4wx944403Drr+kiVL+OMf/4imacycObPL+5cEUgjRa4wmk52vN6BZYMgF2akORwghhOiyjKOd+Me4iAZM6te1ENxlEKyM8OXfq9jxej1bn6phy79r2PRoFZseraJsQR2YqY5a9GU33ngjGRkZRCIRzjzzTK677jo+/PBDTDPxwTJNkw8//JBrr72Ws846i0gkQkZGBjfeeGOX9y9NWIUQvap5W5i6TwNkHeth0JkZsVFahRBCiD7INdhG/slezLBiy9M1sE/vjH4xamp3S/Pavbg0jjE3N5e5c+dy7rnnEg6H+ctf/sJf/vIX7HY72dnZaJpGdXU14XDs86eUwm6389xzz5GTk9Pl/UsNpBCi11WtCNCyK4JnqB3/sa5UhyOEEEIcksIZGWDC9udq90sehehJZ5xxBu+99x4nnHACSimUUoRCIXbu3MmOHTsIhULx5ydMmMD777/PjBkzumXfUgMphEiJsoV1DL8sh9zJHoK7IgQr5MwrhBCi7/Af68Lq0qn5qBmjSdqkit533HHHsXLlSj744AMWL17MZ599Rk1NDQDZ2dkcc8wxnH766Zxwwgndul9JIIUQqWFC6YJahl2czeBZfrb8uwpTWvoIIYToI7LGujANRfVKmZqqU5QWe6S7vhDjHhMmTGDChAm9tj9pwiqESBmjwWTn4gY0K5TIoDpCCCH6CHuWjsWt07wllOpQhOh1kkAKIVKqeXOY+s9asGdaKDzdl+pwhBBCiIPyHe5E0zRqVrekOpQ+R1N95yEOTJqwCiFSrnJ5M85CG94RDjKOjtDweTDVIQkhhBBtcuTZUEoRrpL++6LnbN++vUfKHTJkSJe2lwRSCJEWSl+oY8TlOeSf7CW4y5CTshBCiLQVbTbRNI3cKR6q3m1OdTh9i0zj0WHDhw/v9jI1TcMwunaNJU1YhRDpIRobVAcFJedmosntLSGEEGmqcnkjkaYoWWPdFJ/nT3U4op/aOw1Hdz+6Si7RhBBpI1JnsuvNRgqm+Si5IIvtz9amOiQhhBBiP2YYtj5ZQ9HMDDxDHHhHOmjaJAPqiO71j3/8I9UhHJAkkEKItNK4IYRrkI3Mo1wUTPOxa2ljqkMSQgghDmjHfxsY9f1cso51SQIput0VV1yR6hAOSJqwCiHSzu5lTYRqDHyHO8g4wpHqcIQQQogDMyFcE8WRZ8WeK/UyYmCQBFIIkZa2z6/FjCjyT/Vhz5KfKiGEEOlpx3/rAcid6E5xJH2DRuqn5+jQI9V/qDQmV2VCiPRkQNnCOgCKz8sCS2rDEUIIIQ5oz5gkmi4phxgYJIEUQqStcHWU3e80ots1Ss73pzocIYQQYj8F03wAVK2U6Tw6RGl955FiP/7xj9m1a1ePlf/CCy8wd+7cTm8nCaQQIq01rA3RtCmEM9dG3ineVIcjhBBCJLFnW4kGTEK7Zf5i0b0eeughhg8fzg033MDWrVu7pUzDMHjuuec47rjjuOCCC/jiiy86XYYkkEKItFexuJFwnUHmaCfeUTKojhBCiPRhsWsYATPVYfQdqg89UuzSSy8lFArxf//3f4wcOZKTTjqJRx55hIqKik6VE41Geeutt7j66qspLCzk4osv5tNPP2X48OFMnz6903HJcFFCiD6hdH4twy/LofArPrZWRjDq5WQthBAiDegQbZFzkuh+//73v/nhD3/IHXfcweLFi1mxYgXvvfceP/zhDykpKWHChAmMGzeO/Px8srKyyMrKoqWlhdraWmpra9m4cSMffPABq1evJhSKTTOjlCIvL48777yTq6++Gqu18+mgJJBCiD7BDEPZS/WUnO9nyPlZbP5XNcj5utv5x7jIGu9GGYpwrYERUBjNUcK1UZq2hkBaaAkhRBJlKOx+uaTusDSp3TuoNIlx4sSJvP7663zwwQc89NBDzJ8/n1AoxPbt2yktLWX+/Pntbq9U4o0cf/zx/OAHP+CSSy7B4/EcckzyaRdC9Bmh3QZV7zaTO8VD8df8lC2oS3VI/Ur2BDfZe5JHLBruEjualhhEQCmFGY4lls2lERrXBzGaJIsXQgxsoSoDZ6EN/7Eu6la3pDoc0U9NmDCBp556ioaGBhYuXMjSpUt5++232bRpU5vbuN1uJk+ezCmnnMJ5553Hscce2y2xSAIphOhT6ta04Cqy4R3uIHeKh6p3ZdS7LtFh+GU5WJwamqZhNEfZ8nRNoqZRB3umjjPfhmeYA2e+FWeBDVehnZwT3KgoRBqiNG0JUfNBIKVvRQghUqFiaSNDLsgid7IHM2LSsDaU6pDS2t55FtNdusaYkZHBZZddxmWXXQZAZWUlZWVlVFZWUlNTg9PpJC8vj7y8PEaOHInF0v3zoEkCKYToc3a+1sCwS7Pxj3HRsjNC85ZwqkPqszKOdGB16QR3RwiUhaleFUhuGmxCuNYkXBuiYX3ioshVZMU7yol7kA17poWc4z34j3ZR9nI94Spp5yqEGDiMBpPN/6xm5HdzyZ3klQRS9Kq9yWJvGpCjsJaXl3PPPfcwYcIE8vLycDqdlJSUcPLJJ3PnnXfy2WefHXA7pRQPPfQQRx55JA6Hg1GjRvHLX/6ScLjti9fTTjsNTYvd2bdYLHz++eftxrZ169b4+nPmzOnK2xSiX9v+fA0qCoNmZGD19uBPWV/6lbTEEjv/GBfeUQ7sOZY24/cMtzP43EzyT/KhTEXpC3VUrwx0uF9pyw6Dyrea2PZsLV/+vYqqlc3odo0hX/fjLJR7k0KIAcaUgXTEwDHgzvKPPvooP/7xj2lsbEx6vqysjLKyMpYvX05jYyMPPfTQftvOnj2bxx9/PL68adMm7rzzTpYvX87LL7980Cpi0zSZM2cOzz33XLe8FyEGMjME5YvqKD7XT8nX/Wz5V023lp87JVajplk0lFJEAya1n7bQsiOCMkzCtelxoaDbIfsED75RDiwuPanPIiQ6z6somBGFZgF/TiaNjRaUUhjNJpVvN3V5QKLajwIEysKUfM1P8df81H4coH59UEbLFUIMGBanhtEsv3kHJYPo9HkDKoF86KGHuOmmmwAYMmQIV199NZMnTyYjI4Py8nI2bNjACy+8gK7vf8v+1Vdf5fHHHycrK4tf/OIXTJw4kbVr13LHHXfw3//+l7///e9cffXVB41h3rx5rF69uts6sQoxkAV3GlSvbCZnoofB52ZS/mJ9t5Q76KsZeIc7MJqjNJdGsLo1XEV28k70xtcxDUVwd4RQlYFm1bA4NDSrRrjGoH5tEKOx8xcRuh0yj3HhG+nE5reg6YAJkcYozdvD1H3eEkvIdPAf4yJztBNbpgVN0zDDJs1bwwR3RQhWGVicOrZMCzafBatXx+rSsTg1TANClQbVa5qpWR3o1lFVQ7sNts6toeQ8P9njPWSPj43wtukflZjSoksI0U+5S2y4imxoVo1oSLIO0f8NmATy/fff5yc/+QkAZ599NnPnzsXlcsVfP/744wG4+eabiUQi+20/d+5cAP75z39yzjnnADBp0iTGjRvHuHHjmDt3brsJZEZGBsFgkHA4zF133cXChQu77b0JMZDVfhwbVMdT4iBnojvWDPMQ2fw6xV/LwurSaamIUPZCXdLr/jEuLG4NzaLhHebANciGu8gOJGr6vEMdZB3nxgwrWnZGaNkZ61sYro4mlWXP0sk/1YfFbUG3gGbV0O2x5uvKVITrohhNUSxuHbvfStZYN/4xid8sTdNQ0dg+aj4M0FK+/+/WgWi6Ru4wqN3a0iPToBj1Jlv+XcOo7+WiWTTC9VFJHoUQ/VbuFA/+Ma7Yb7JSNG4Mpjqk9Cc1kH3egEkgr7nmGkzTZOjQoTzzzDNJyeO+bDbbfs+Vl5cDMG3atKTnjzvuOLKzs+OvtyUrK4tZs2bxyCOP8OKLL7Jq1SpOOOGEQ3gnQoh97VjUwLBvZ5M1zh1L2EpjyZTVp5M/1YezwIpu0WjaGqbifw0HLMOeY2HI17NAg5qPmg+YiNatSQzPvnf0V6tXxwia8Zo8R16sD6K72IZnqB3vMAcAZsSkfm0LVe8H8AyxM+iMDNDADCtUNDY9RnBXhPrPgzRv279ftT3XSuZoJ1a3DgqatyYPapNOMo5woFk06j5viTWPFUKI/mhPa5BowKT85TqiIYgGpAmr6P8GRAK5YsUKPv74YwBuueWWQ5o4Mz8/H4Bly5Yxa9as+PNr1qyhpqaGY4455qBl3H777Tz++OMEg0HuuusuXnnllU7HIYQ4sO3z6xh+STZFZ2ZSuzqWpNlzYj9xRrOJaSp8Ix1YXPs3dXXkWyn5mh80KF9U3+HaPGC/eRBDlQa73oj1sdas4My34hnmIOMIJ1nHevCPdQOxPomlL9R1eMTScFVs0Jq+wJ4V+7vXfCjTeggh+idnoZX8qT7QoHJFc9r0i+8LZBqPvq8vjS94yFoPWnPhhRfG/11dXc3GjRupq6s7aBnnnXceAJdffjl/+tOfWLlyJf/85z+ZOXPmfuW2paioiKuuugqI9alcsWJFJ96FEKI9ZsBkx3/rQYfs8R7s2VZaKiJse7aGrU/WsPU/NTRvD+EuslMwzRffzn+si5Lz/KBB2Yt1nUoeD0YZsdFKq95tZvM/qqlY0kDT5hCNG0NsebKq/053sac5r8WlHWRFIYToO6yZOkMvyWbUVbmUnJeFPctC06YQTV+mZ2sQIXrKgKiBfP/99wEYMWIEeXl5/PWvf+XBBx9kw4YN8XWOOuoofvCDH3Dttddit9v3K+OCCy7gvPPO44UXXuD6669Pem369OkdGkAH4Gc/+xl///vfCQQC3HnnnSxevLgL70wI0VpLWYStz9Rg81loKds/EdzxSgNDLsrCd7gDi1vHkWPB6rYQDZuUv1RPqLJnE7rGjbHksb9r2BjGP9ZN4fQMts+tTXU4QgjRLYrP8WP16PH+7fWfB6XJ6qFQWuyR7vpCjCkyIGog165dC8DQoUO59NJLufrqq5OSR4B169Zx0003MWPGDOrr9x/JUdM0nnvuOX75y18yYsQIbDYbQ4cO5Y477mDRokVYrR3LxQsKCrjuuusAWLJkCW+99VYX350QojWj3jxg8rjX9udrCVUbeErsWJw6tZ8G2Px4dY8njwNJuMqgaXMIR7aVjNGOVIcjhBBd5iy0YvXoNKwPUf5iPTUfBCR5FANWv08gTdOMJ4TvvvsuTz/9NIWFhfz73/+mpqaGQCDAsmXLmDx5MgBvv/02s2fPPmBZVquV22+/nU2bNhEOh9m6dSv33nsvDkfnLpBuvfVWvN7YdAB33nlnF96dEKLTTCh9vo4dr9az+Ymq+GA4ontVLGnEDJvkn+zDO0qSSCFE35Z/SqzrQ9V7jQdZU4j+r98nkIFAID68figUwu128+abb/Ltb3+brKwsXC4XU6dO5Y033ojPzfj888+zcuXKHospNzeXH/3oRwC89dZb0oxViBRo3hbG3H+wU9FdTCh/pR4VhcLpPtxD9h/dWggh+oKMIxzYsy00bwljyiwdXaf60EMcUL9PIJ1OZ9Ly7NmzOeKII/Zbz+Vy8atf/Sq+/Mwzz/RoXDfffDOZmZmA1EIKIfqnYIXBln9XAZA93p3iaIQQ4hBYIO8UH8pQ7Fx84GmghEilpUuXcvnll3PYYYfh8/mwWq3x7nt7vf322zzyyCM8+eST3bLPfj+IjtVqxel0EgzGbhl99atfbXPd6dOnY7VaMQyDVatW9WhcWVlZ3HTTTcyZM4f33nuPV199lbPOOuuQy9P02ATkYu/fIvZ/kXpyPNJLbx8PZcTmurR6LPIZOAD5fqQXOR7pJR2Ox6CZGWgW2LWkCQ1tAFS9tK2t46EpDTrRHVSm8egegUCAK664gvnz5wPEW1weKB+wWq1cf/31aJrGpEmTOOyww7q0736fQAKUlJSwceNGAIqLi9tcz+l0kpubS0VFBbt37+7xuG666SYefvhhamtrueuuu7qUQOYM9WPT9x89diDSdA1/kQ80DWWm+bd/AJDjkV56+3hkHOkgM9dFuC5K7rAe312fI9+P9CLHI72k8njYMjRyT/Ri81kJVkVwmibOYZ2fR7w/aet4RMwwbElhYAPURRddxKuvvopSikmTJnHKKafwwAMPHHDdE088kbFjx7JmzRrmzZvHbbfd1qV9D4gEcvTo0fEEMhqNtrvu3tc7OqpqV2RkZHDzzTdz++23s2rVKhYuXBjvh9lZ1dvqsGrSxwj23BlTiqptdXIBkAbkeKSX3joeORNc+Me60SwGddX1lL9YT7im/d/fgUi+H+lFjkd6SdXx8I91kjnJQ8BspvGjELvfaOq1faezto6HoTo5f3Jf6V+YxjHOmzePV155BU3TeOyxx/jOd74D0GYCCfD1r3+dTz/9lGXLlkkC2RFTp05l4cKFAGzevJlx48YdcL2GhgaqqmL9dQYPHtwrsf3oRz/i97//PVVVVdx9990sWLDgkMpRpkKle117L1Jqz99ELgDSghyP9NLTxyP/VC+ZR7kwWqJUf9BMw9r+P/dlV8j3I73I8UgvqTgemce40DSNLU9WYzTJVB2tHeh47G06KXrPP//5TzRN4/LLL48njwdz/PHHA7GpC7tqQLTkPv/88+PtgdtL0BYsWBD/Epxyyim9EpvX6+WnP/0pAKtXr2bevHm9sl8hhOgJ2RPcZBzpJFRjsOWfNZI8CiH6nMYNsXEzXIOkZVePUIl+kOn8SOcayL1jtVx00UUd3qawsBCAysrKLu9/QCSQw4cP58ILLwTg6aefZsmSJfutU1FRwR133AGA3W7vcDbfHa677rr4Qb3//vt7bb9CCNGdfIc7yB7vxmg22f58barDEUKIQ1K9KoCKKvJP9WH1DohLZdHHVFdXA51rMbm3ksw0u16rPmC+Fb/97W/Jy8vDNE3OPvtsfvazn/H222+zatUqHnnkESZMmEBZWRkA9957b681YYXYFCJ72yLvbUIrhBB9ic2vkz/VhzJg2zM1nRqRTwgh0ooJO16rR7PAkIuykDEKRbrZOxVgXV1dh7fZtGkTEJuPvqsGTAI5dOhQFi1axODBgwkGg9x3331MnTqVCRMmcN1111FWVoamadx+++3ceuutvR7fVVdd1atJqxBCdBdHnpWhF2aj6VCxuB5lpDoiIYTomsD2CLvfbES3aQz9ZvYAumLuBaoPPdLU4YcfDsB7773X4W2ee+45gDbHgumMAfV1mDBhAp999hn33nsv48ePJzMzE4fDwfDhw7nyyiv54IMP+OUvf5mS2JxOJ7fffntK9i2EEIfKVWSl5Hw/aFD+ch3N2zo5Gp8QQqSphvUhqlcFsLh1hl6YlepwhIibNWsWSikeeeQRmpubD7r+iy++yIIFC9A0jXPOOafL+x9QCSSA3+/njjvu4MMPP6Suro5gMMjmzZv5xz/+ER+dqDu9+eabKKXYunXrQde95pprUErFH3PmzOn2eIQQorvobp3BZ/tBQemCOlp2SNWjEKJ/qf0wQP26IPYsK4PPzUx1OP1DqmsV+0EN5HXXXUd2djalpaWcffbZlJeXH3C9xsZG7r333vhYMCUlJVx55ZVd3v+AmMZDCCFE9ys+OxM0KHuxjlClJI9CiP6p8q0mrB4d71AHhTN8VCxuTHVIYoDLyMjg2WefZebMmbz11luMGDGCSZMmxV//2c9+Rm1tLStXriQSiaCUwul0MnfuXGy2ro8uPOBqIIUQQnSdq8iKI9tK0+YwwQpJHoUQ/dvOVxsI7o7gHekgd4on1eH0aamenqNTU3mksenTp/PGG29QUlJCJBLhnXfeiU9b+PLLL7N8+XLC4TBKKUpKSli6dCkTJ07sln1LAimEEKLTciZ5UUqxe1lDqkMRQoheUTq/jkijiX+MC/+xrlSHIwQnnXQSGzdu5J///CcXXHABQ4cOxeVyYbfbGTRoELNmzeKvf/0rGzduTKqh7CppwiqEEKLTnLlWwrVRzHCqIxFCiN6zbW4Nwy/NIXeyB6PZpOnLUKpDEgOczWbjsssu47LLLuu1fUoNpBBCiE6xuHU0i0bLThlxVQgxwBiw7dlqlKEonO7DNbjr/cnEwHDrrbeiaVr88eabb6Y6pEMmCaQQQohOce+5YJIEUggxEJlB2PZ8LZgweFYm9hxLqkPqW1I9smoKRmFdvXo1v//977uvwBSTBFIIIUSnaHvOHCqS5iMMCCFEDzHqTcperAOg5PwsrB65pBYHZpom3//+9zEMg/z8/FSH0y3k0y6EEKJT4mmjnEGEEANYcJfBztcb0Cww5KIsdHuqIxLp6A9/+AMffPABRx11FN/73ve6pUyLxXLID6u160PgyOlfCCFEp4R2x5quOvNlHDYhxMDWvDXM7rcb0e0aQy7KlivrDkj11By9OY1HaWkpd955JwB//vOfsdu75y6DUqpLj66Ss78QQohOCdeaKFPhKpTBI4QQomFtCKvHQvZ4N0O+kcX2ubWpDkmkiWuvvZampiauuOIKTj31VJYuXdot5d59990HXae5uZn169ezePFigsEgkyZN4qtf/Wq37F8SSCGEEJ0WDZnYMmXgiM6yHDYC7InEW28JAo2pC0gI0S1qPghg9VjIPNLJ4HMyKX+pPtUhpbcB0IV+7ty5vPzyy2RnZ/O73/2uW8vuSAK5V01NDd/73vd46aWX+OY3v8kNN9zQ5f1LRbsQQohOiwYUFqeO1Sunkc6omZjPrpOz44+G4wpTHZIQopvsfrOR5tIw7sF2Cqb7Uh2OSKG6urp4onb//feTl5eXsliys7N5/vnnGTduHDfffDMrVqzocply5hdCCNFp1SubQYOSC/ypDkUIIdLGjkX1hKoi+EY5yJ3sTnU46SnVU3P0wjQet956KxUVFUyZMqXbBs7pCovFwo9+9COi0SgPPvhgl8uTBFIIIUSntewKo6KgW7RUhyKEEGll+/N1GE0m/mPd+Me4Uh2O6KKGhoakRygUanf9d955h0cffRSr1cpf/vIXNC09zpNHH300AO+++26Xy5IEUgghRKcVneVHs8Du5U2pDkUIIdLO1mdrMEOK3CkePCNkfo/WUj2yamdHYS0pKSEzMzP++M1vftPmewuHw/zgBz9AKcVNN93EmDFjeumvenBNTbHzdXV1dZfLkkF0hBBCdJozz0q4Nkrj+vbvxA4kloJ8qs4amfRc7vJdRDduji9nv7IeLIl7t1okAjlyKhai3zFg69xahn8ri0EzMih7sY5ghZHqqMQhKC0tJSMjI77scDjaXPfXv/4169atY8iQIZ0a6KY3PPnkkwAUFna9772ctYQQQnSYe4iNQadnoOkaDeuDqQ4nrWhWKyH/Pk2V7MlTnURrk4f313QNcrJ6OjQhRAqYAZPt82oZemE2xef42fZcDZE6M9VhiU7KyMhISiDb8sUXX8RrJ//4xz/i8Xh6OrQO2bRpEw8++CCPPvoomqZx1llndblMSSCFEEJ0iHuIjaIzM1Em1HzUTN3qllSHJIQQaS1SZ1L2Uh3F5/oZckEWW56uxQwM8CSyiwPU9JpOxvj73/+ecDjMiBEjCAQCPPPMM/ut89lnn8X//cYbb1BRUQHAOeec06mEc8SIEQddxzRN6urqaGxMTBWVm5vLHXfc0eH9tEUSSCGEEO3yDLWTf5oPi1NDmbD9ebmLfkCmiRbd5znVgSsQXQfdAihQ5v7b6PvMt2nusxNNA01v+3UhREoFKwx2Lm5g0OkZDLsoi81PVoO0Zu139g6us3nzZr71rW8ddP177703/u8tW7Z0KoHcunVrp+ObOHEi//jHPxg8eHCnt92XJJBCCCEOyDPcTs5ED3a/BUxo+CJI1XtNmNLt8YCMnRUU/Kky6bnoQZI567AhVH9rOBVNYRSQ+2kI65IPk9apuXIihivWNNYSUuQ8mjyHlzpxLFVjE9MFDHp9J8bmrYf+RoQQ3a55c5iqd5vJneJh2Dez2fpUTapDSpnWA9Sks3SO8YorrjjoOrqu4/P5GD58OFOnTmXcuHHdtn9JIIUQQuwnZ6KbrHFuUBANKspfrCVcK7WOB3UItX9KA6XvadV1gNHelR577P33fjQNpafHMPFCiLbVrWnB4tbIOs7NkG/42f58XapDEt3oiSee4Iknnmh3nTlz5vCLX/wCgKVLl3Laaacd0r7+8Y9/HNJ23UUSSCGEEEmyxrvIHu8h0hRl+/M1mDJWjhBCdIvq9wNYvRYyDnNSNCuTHYvqUx1S7+unfSAHEpkHUgghRJzuhJwTPESDJluflORRCCG6264ljQTKw3hKYv3LhehrpAZSCCFEXMFpGaDBztcH4F3xXqAfNxrTmTj1BrIc2LQ9zVgBDtAUNWt9ENMeu9+rGwduRqx1ZLAeIUTaKH+pniEXZZFxhAOjOUrNB4FUh9R7pAayz5MEUgghRJwz34oZUrTskCECe0LlCZmEMxJJoqZBoQa004VRf/vj9psLSfIoRJ+0/flahl2STfZ4N0bApOFzafIhkv3rX//qkXIvv/zyLm0vCaQQQog4i1MnWCnJoxBC9DgTtj1Tw/DLcsg/2Us0YNK8JZzqqHrcQB6Fdc6cOcyZM6fD61955ZVoWvcOkqZpWpcTSOkDKYQQIs40FFaPnBqEEKI3KAO2PVuLisKg0zNwDuq9uh17joW8kzzkTfVKlVIaU0p1+6Or5OMihBAiLlxt4Cy0obt1zIBM29Hd8t+uRDkSp15N18gtdGOpCKAU6FX1nZ5f3LppJ4V1/viyWVndPcEKIXpFNGBSOq+GId/IpvhsP9vn1xKu7vyUQB3lO8JB3kleLPbEzUJHloWyhfXYcyxYHJp0Y0gTW7ZsSXUIByQJpBBCiLjKFc2UnO+n8DQvO15pSHU4/U50/ZdJy5quYTZkYW6tRZmKQ0nZo7t2w67d3ROgECIlwrUmZS/VUXyun5Lzs9j2TA1GU/ffxMs8xkneSV6UAXVrAtSvbaFwRibOQhsjrszB4tRRSlG2sI5gRQ8lkTKITocNHTo01SEckCSQQggh4kK7DYwmE9cgW6pDEUKIASVYYbDztXoGnZnJ0G9mEayMYPVYsDh00MCMKFREYTSb1HwSoKUs0mZZuSd5cORaCVUa1HzYjBkC/7Eucid7MEOKrf+pxtzT3XLHq/WUnO9Hs2o0bQ7hGW4n/2Qf25+v7aV3LvoaSSCFEEIkCddFcRdLAimEEL2teVuEXUsbKZjmw13kiD9vNEfRLBoWh4bNb2Hw4EwijSbKUFjdOrpNQ5nQvC2EMiHjcCdKKdyD7PjHuFCGQrNqRIOKbc8kkkcAo8lky79r4suDz83ENciG1aNjNPdAVwapgezzJIEUQgiRRLdrcuIUQogUadwQIlRj4B3uwD3YjrPAiu7Q2fZsDUajiW6Hgq9k4C62A2CGTEINUSxuHd8oJwDhOoNtz9TiKrKSNc6DzasTqjaoeKORg7WVr1zexJBvZJF3kpedr0tXBrE/SSCFEEIkceZZCdf13AAOQggh2heuilJTFaDmgwCuYhuDZ2XGErr/NmCGYed/D5zY5Z7oxp5lpWJx7PWWHQYtO+o7t+/qKEajiWeYHXuOpdsH9BnI03j0hC+//JIXX3yR1atXU11dTUtLS7sjrWqaxpIlS7q0T0kghRBCxDnyrGi6RtOWUKpDEUIIAbSURTCazHiNY3uqVgS6ZZ87/9dAyfl+hlyQxa5ljTSul3NCumlqauK6667jqaee2i9hVErtN3/k3nW6Y15JSSCFEELEKSPWtkmTqSCFECJt1K9tIXeSF98Rjl5J5kKVBmUv1jF4ViYFp/nIHuemYnFj9xQufSC7zDRNzjvvPJYuXYpSiry8PAYPHswnn3yCpmlMnTqV2tpavvjiCyKRCJqmccQRR1BYWNgt+5dLBCGEEHHhWhMVVWQc4Ux1KEIIIfaoXd2CMhVZx7p7bZ/BCoNN/6imaVMIW6aFkgv85E/zSfaQBp555hneeOMNAH7961+zc+dO/vWvf8Vff/PNN1m9ejW1tbX84Q9/wOv1Ul1dzZw5c1i6dGmX9y8fASGEEElqPglgcekMPjcz1aEIIYQAMCG4O4I9y4J+8Jas3brfisWNbH2qhuBuA2eOlaxj5QZjqj399NMATJ06ldtuuw1d1w/YNNXtdnP99dezdOlSAoEAF1xwAaWlpV3evySQQgghktR8ECDSKHNBCiFEOqn+IICmaWRP8PT6vo0mk117mrBanF1LH/YOotMXHunqo48+QtM0vve973Vo/fHjx3PddddRU1PDww8/3OX9SwIphBAiie4Em08nUi8jsQohRLpoKY8QDZtkHJaaGkDfEbF5KQNlkZTsXyRUV1cDMHz48PhzNlvipm8gsP9gSjNnzgTglVde6fL+JYEUQgiRRLfFmsI0b5VR94QQIp00bQqhOzQc+b0/DqZ3hANlKgKlXUwgVR96pKm9yaLbnegTm5GREf/3jh079tvG44nVXJeVlXV5/5JACiGESGKG9ozEapNThBBCpJOqD2I1SznH995gOnvZMy1EGqRlSjooKSkBYNeuXfHnCgsL40ni+++/v982a9euBWIjuHaVXB0IIYRIottjpwYVTePbr0IIMQCZARMzorBlpWAmPh2Mlq4nHymvVewHNZDjxo0D4JNPPkl6/uSTT0YpxUMPPUQ4HI4/39DQwG9/+1s0TePII4/s8v4lgRRCCJEkc3Ssf02gNHyQNYUQQvS2aIvC6uz6ZPCHQkkFZFqYMWMGSikWLVqU9PzVV18NxAbZGTNmDLfccgvXX389Y8aMiddAXnbZZV3evySQQgghknhHOTGNbujnIoQQottZXBqqGyoCO8Mz1I6maUTqjC6XpfWhR7o6//zzGTJkCNu3b2fz5s3x57/2ta9xxRVXoJRi48aNPPjgg/z5z3+OT90xffp0fvjDH3Z5/ymo/xZCCJHObB6dUE3XLxKEEEJ0L+9IBxa7Ts3Hzb2636zjXCilaPxSBldLB36/n61btx7wtccff5yTTjqJxx57jM8//5xIJMJhhx3GZZddxo033oiud73+UBJIIYQQcboD0CFUJQmkEEKkFR3yT/GiTEX1B/tP09CT7NlWjGYTJaeGtKdpGrNnz2b27Nk9tg9JIIUQQsRZfdZYM6WmXm4fJYQQol0l5/nRHRpV7zVDL/9E6zaNcJ0BWLpeWJoPUBPXF2JMEekDKYQQIs5oMFBK4R1qT3UoQggh9sib6sWZb6Npc5i61S29H4AGpnSLTxtPPvkkzc2924y5NUkghRBCxJlhCFUaOPKkgYoQQqQD3xEOMo9yEq4zqPhfQ8riUJHuqZLTVN95pKvLL7+cgoICLrnkEhYtWkQ02rvD40oCKYQQIolu06TpjhBCpAHvKAcFp/kwI4rtz9emJAbP8NgIrKEqqYJMJ4FAgGeffZZzzz2XwsJCrrvuOpYvX94r+5YEUgghRBLNKgmkEEKkWtZ4N4XTfShDUTqvNmUD2PiPiY3AWrsm2D0Fqj70SFNLlizhe9/7HpmZmSilqK6u5i9/+QtTp05l+PDh3H777Xz++ec9tn9JIIUQQiSxOHUiDTJbtBBCpILVqzP0m1nkTvQQbTHZ8lQ1kfrUDWxm9VkwIwpkBNa0MW3aNP7+97+za9cuFixYwDe+8Q0cDgdKKbZt28Z9993H2LFjOe6443jggQcoKyvr1v1LAimEECKJpkM0nMa3XoUQoh+y+nSKZmYw7NJsbH4LDRuDbPlXDWY3VfwdKjNoolu07i001TWLfbj2sTWbzcbXvvY15s6dy+7du3niiSc4/fTT0XUdpRSffvopP/3pTxk2bBinnXYajz76KHV1dV3eb1omkLfeeiuapsUfb7755iGXNWfOnKSy2nscbD/r16/nggsuwO/34/P5mDVrFh9++GGb67/55ptJ5V988cUHjffKK6+Mry+EEL3NlqmDDtFmmcZDCCF6g6vYxpALsxh2STbuEjuR+iil8+vYtaQx1aEBxGof0zJjEK15vV4uv/xyXnvtNcrLy3n44YeZOHEiSilM0+Ttt9/mqquuYtCgQV3eV9p9HFavXs3vf//7VIexnzVr1jBp0iTmz59PfX09TU1NvPLKK5x00km88cYbHSpj7ty5rFmzpocjFUKIQzfoq5kAVL7flOJIhBCi/8qe4GbYt7MZ8Z0cBs/KxJ5toWVHhG3P1rDtmVpClenTXtTu39OEtZukemTV/jAK68Hk5+fzwx/+kPfee48vv/ySe+65J95fMhwOd7n8tBqn3TRNvv/972MYBvn5+ezevbtbyz9Y8jZ8+PA2X5s9ezb19fXMmjWLG264AbvdzuOPP86//vUvrrzySjZt2oTNZmu3fKUUd999N/Pnzz+k+IUQoqfZsywEKyIYKexvI4QQ/ZmryEr2eDfKADNs0rA5RNWKJsyuX9d3O89QGxa3TtOmdE+AYgAAavBJREFUUKpDEYdgw4YN/Oc//+Hpp5+mvr6+28pNqwTyD3/4Ax988AFHHXUU5513Hr/5zW+6tfxjjjnmkLbbtm0bK1euZMKECbz44ovoeqzi9tRTT6W+vp6FCxeyYsUKpk6d2mYZubm5VFVVsWDBAj766CPGjx9/SLEIIURPsfp0NE0juFuGahdCiJ6SN8ULwJZ/V6Vl0hhngcIZGWDCrjcbAele1Rfs3LmTZ555hv/85z989NFHQKwSC8DhcDBr1qwu7yNtmrCWlpZy5513AvDnP/8Zu92e4ogSysvLAZg6dWo8edxr+vTpSeu05YYbbsDhcABw991390CUQgjRNVZP7PfNCPThdjtCCJHGrF4de46Vlp2R9E4egcFnZaJZNXYta+zeKURSPThOPxtIB6ChoYHHH3+cGTNmMGTIEG6++WY+/PBDlFJomsa0adN49NFH2bVrF88//3yX95c2CeS1115LU1MTV1xxBaeeemqqw0mSn58PwDvvvINpJjfrWrZsGQCFhYXtllFcXMz3v/99AF5++WXef//9HohUCCEOncUdOyVEg9J8VQghekLuiR4AKt9OjwFy2qSDa7CNUJVB4wZpvpqOwuEw8+bN44ILLqCgoIDvf//7LF26lGg0ilKKcePG8cADD1BaWsqSJUv47ne/S0ZGRrfsOy2asM6dO5eXX36Z7Oxsfve736U6nP2MGjWKo48+mvfff5/zzz+fH/7wh9jtdp544gnmzZtHUVERU6ZMOWg5P//5z3nsscdoaWnhrrvu4rXXXuuF6IUQomM8JXaUUrSUSxNWIYToCc4CG2ZYEa5N7xt1nmF2NE2j8cvuTx77ygA16Rzjd7/7XebPn09jY+xGxN4mqiNGjOBb3/oWl156KUceeWSP7T/lCWRdXR033HADAPfffz95eXk9tq/TTz+djz76iMbGRvx+P6NHj+bMM8/kqquuIisrq91t//a3vzFjxgxefPFFXnzxxfjzdrudxx57LN48tT2DBg3immuu4cEHH+T111/nnXfe4eSTT+7y+xJCiO5gy7SAAqMpvS9sRC/TNCw+X9JTZksQFUnz9ndCpCGrWyeYRiOs7qv4vEyc+TbQQJmKhvUtqQ5JHMATTzwR/3deXh4XXXQRl156KZMnT+6V/ae8Ceutt95KRUUFU6ZM4Xvf+16P7mvx4sXU1NQQiUSorKxk2bJl/OxnP2PEiBEsXLiw3W2nTJnC8uXLmTlzJl6vF7fbzYwZM1i2bBlnnnlmh2O47bbb8HhizRfuuuuuLr0fIYToTspQMkaC2I/F52PnZcckPTj28FSHJUSf4z/WhaZraTuiafF5mbgKY/NQBraH2T6/DjPYAztKdb/GftAH0u12c+mll/LKK6+wY8cO/vjHP/Za8ggproF85513ePTRR7FarfzlL39B03rmymXMmDGcd955TJw4kaKiIiKRCOvXr+epp57i9ddfp66ujgsuuICXXnqJs846q81yxo0bx6JFi7oUS15eHtdffz33338/S5cuZenSpUybNq1LZQohRFfZc624i+2obpzrSwghRIwtUyd3kodo2KTu0/Sr1bP6dFyFdgLlYcpf6r7pHkTPqKysxOVypWz/KauBDIfD/OAHP0ApxU033cSYMWN6ZD833ngjn376Kffccw9nn30248ePZ9KkSVz+/9u78+io6vt//M97Z98newgJOyiLIpsLqID7VhG31lotWlprP7Yura3Vn0i1rbXVqvX4tbbu1Ip1AxVUNmUTZFdcQNkSyAIkmckks9+5798fQ4aELCSZPXk+zpnDMPfOva+Zd+be+7rv7cYb8dFHH+Gf//wnACASiWD27Nnw+5P/o7777rthO9IcqHnkWSKidMqbZAYkoPIDXjgQEbUkGwDnySY4TzLBUKjt9tVzzngzBlyTC0jAgXcz8xjbPAp34GC0D7x9tBEFUyyQklDV1NwHMhsemSqdySOQxhrIP//5z/jmm28wYMCApE5r4XQ6O11+yy23YNOmTXjuuedQVVWFt99+G9dff33S4gGAvLw83HHHHXjooYewdu1afPTRR7jwwguTuk8ios4oTSokSULeJAuqP2zI+OHlKXVEKAR7Res+W3KDD5FubENjtwP9Co++cKgOEZcrMQESJdng6/Mg649mjUIIqGEB794QDq5uBI78PIzFWjhGmWDI10JjkqHRS4AMSJIENaTi4OomhGozs/9joEaBqgjkjDVDZ9fANswIALAOMWDvvHrIekAogD5Hg6JhViheFfUbvTxX9FFpSSB37NiBhx9+GADw1FNPxfoEpsstt9yC5557DkB0Wo5kJ5AAcNddd+Gpp56C2+3GnDlz4k4gJVlKWhPgbBP9LqL/UvqxPDJLR+VRu84L23ADzCV6DLkpH+WvuTiYTgpkw+9DhIIwLdrY6jUV3YtZGtAP1VPzYv8v2mCEtNmdoAgTJxvKoy/JiPKQAUkrQagC1R96YCjQQp+nhalYC/sJRtiGGxDxq9AYZUgaCUIIiAigBlUEXREojSp8B4LwfBOKfaZMVf2RB/0usME2zBgdkbs6DHOJHsN+lg9JliAiAnanDUcG/oT9BCP2v+mGc6QOWJ/e2Cm10pJAPv744wiFQhgyZAh8Ph/mz5/fZp0vv/wy9nzFihWoqakBAHzve99LeMI5atSo2PPKysqEbrsjTqcTd911F+bMmYMNGzbg/fffx2WXXdbj7eUNdEIn6xMYYfaSZAnOEhsgRQ/4lF4sj8zSWXk0rhLIm2SAuVSPEVeacWhVU5qi7Dv6yu9D7meGsB09R+UVmSAGdT76eTr0lfLIFplSHmK/Ds6TzNCcYUT9Rh8iLqBpF2DqJ8M+2ghNjgw1qMJfFUbT7iAi/uZYZQAy9NAif1B6K0u6yvOxgM4pEAkIQNXAUBjt3hCuj8CQr4FJb0bdl15IJgm5p9iQ83MngsFg9xLIDB+gJiYbYkyTtCSQwWB09Kk9e/bguuuuO+76Dz30UOz53r17E55ANs+dkmp33HEHnnzySdTV1WHOnDm49NJLe7ytunI3tJIugdFlL0mWACFQW+7mBUAGYHlkluOVR+0eFwb+MAeyXkLtPjYxTLa+8vvQmAtQ03i0z4446IfIwL+vvlIe2SJTyqN2HzCoIAeS6Zjj4j4A69IUVIoc+vbo55VkCfkDnbHyaDhshKm/DqEI5w7ua9I+D2Qm+Prrr2PPS0pKUrZfm82Gu+++G/fccw+2bt2KBQsW9HhbQhUQmdzbN8WEOPKd8AIgI7A8MsvxysNfFYZ9hBEDrnWifH7mXeT3Ntn4+9CMPgG+AfbY/80bdiNSV9/h+uJgPfK3GGP/lw/UQsnQz5uN5dGbpao8ZD1gLNZF58L1qVCaIpD1MsylOthPMEFjkhH2qH3+76Jlebi2+eHa5ociuplAsgYy66UlgXzppZdaTYDZnrlz5+IPf/gDAODjjz/GtGnTkhbPs88+G3s+derUpO2nPbfddhv+/ve/49ChQ3jggQcwbty4lO6fiOhYB1c0wlSig86hSXcolKG8Qxw4fMrRS4jBO+1AJwlk5PBhSIcPx/6fmcOIUF9kGaJH/iQLdE5Nh2NJCCEQrFNQ+a47tcERZai0TeORCC+99BIkKTp4zNy5c9ss3759O3bt2tXpNv71r3/h+eefBwAUFxdj5syZyQi1QxaLBb/73e8ARONdvHhxSvdPRNQeSQOoQd5+JaLey1SiRb/z7dA5NPBXhXFoTSMOrm5E3SYv3Nt9cG3zompJA3Y9X4v9b7o54miCpHtqjt4wjUe69eomrJs3b8bs2bMxffp0XHzxxTjppJOQl5cHRVGwY8cOvPrqq1iyZAkAQKPR4Nlnn03LiLC33norHn30UVRXV6O2tjbl+yciOla4IQJjkQ7GIi0CB1lfRES9T+HZNkAAe16qZXJI1A29OoEEgEgkgmXLlmHZsmUdrpOXl4fnn38el19+eQojO8pkMuHee+/FL3/5y7Tsn4joWNVLGjH4hlwUTLFi/9vudIdDmSZb+jARdUJrkRH2RJg8plq2HD+yIcY06dUJ5CWXXILnn38e69atw9atW3Hw4EHU1dVBCIHc3FyMHTsWF110EWbNmgW73X78DSbRT3/6U/z1r3/F/v370xoHEREAqCE1evLM6o4OlCymD7dgwNKjfWSVEK/AKftIGik6XQURdUvGJpBz585tt19jS7NmzcKsWbM6XF5YWIibb74ZN998c2KD66Jp06Z1eYoQg8GAioqKJEdERNQ1xefaAQmo2+BNdyiUgYSiAAqbNlOWk4BIQE13FERZJ2MTSCIiSh9zqQ5KkwpfBef3osTRWmTkTDBDa5Ih6SS4tvrgr+TfGKWexixDkiQoPiaQqSYJASlNc7B3RzbEmC5MIImIqA1JKyHk5oU9JY6sBwZelwtZK8Va55j7OxBuiKB6WSNCtazRpNQpPt8GIQQ83wTSHQpR1mECSURE7RKRdEdAvUneqRbIWgnVSz1o2h2ErAcKp9phHaLHgCudqFzcAP8B3rSgnssZZ4JjlAkakwxIgIgIKI0qvOVB6HO0MJfqAABqWEBr1sB3IITgYd64SDkOopP1mEASEVEbQhHQ5/AUQYljLNJBRASadgcBAGoIqFnqgT5Pg7KZOeh/qQPVH3ng3ccBeaibtMCg7+dCZ9NAVQTCDREIVUDWy9DnaGDIs0AIAcUbHRxMNkho2BHAoU8a0x05UVbi1QEREbURckdgyOMpgpIvVBdB+Rv1GHhNLorPs2PPS7UQrBSirpKjyaPWKsO13YfatW0H/jIUaBHxqdEEktJOEtFHpsuGGNOFA7QTEVEb3ooQJFmCoZBJJCWGb38IkkZC3qnmNsuUBhU1yz2QNEDJJY40REfx0Odr4TzJBK0j9ZeVA67OiSaP29pPHgEgeFhh8kiUQLwyICKiNvyVIWCCBeZSHYKHWB1E8avb4IP9RCNyx1tgH2mCa4sP7u3+2HLv3hCCtQpM/XSABgD74GY82Sxj8HU5kHXRxLFgihUiIuCvCePwOm+PB0aStIB1qAGmQi1ySsxo8jfCX926f6yhQIvi8+3Q2zVo+MaPus98cX8eShH2gcx6TCCJiKgNf5UCERHIOdmMhq/9UDlQISXA3lfqUXCWFfYRBhRMscI6RI8DCxtiy+u3+lBygQM5p5jh2txBQiADpmItjP30MOZpoXNooDFJECqghgQiARURv4DiiyDiVdG0L4iwm7VPyZA3wQxZJ8OzM4CmPUGYS3Uwl+lhKtFhwFVORHwqXF/44f7cf/yNHWEbYUDRVBskjQQAsNj0KJ3hRCSgInA4DEkjQZ+jhcYYXe7+yo/Dq5uS8vmIqH1MIImIqF11m7zIO9WCwT/Mw97/1jGJpIQ4vLoJh1c3oeQSOywDDHCeZIrVRHr3hKCGVeSeYkaoToHOoYEhXwu9UwOtRYbGIAMyIEnR5EEIAREB1JAKWStBY5Shd2oA6eg6+adboYYFgvUKPDv88HwTTNtn7w1sIwzIm2iB1ipDkiVEQioOfhwdjMZbHgLghcYso2CyBZZBBhScYUX+qRZ4K0I4/GkTlMaOk/mSi+0wD9BDKAKH1jTCV6Egb6AKURCEdYgB5lI9ACASEGjaFcShdV6onMcx67APZPZjAklERO1ybfVD8aoomm5D6fdyUPGGK90hUS9StdiDoT/Nh6NFAgkAh1Y3oWi6DSUXRftCCiEAFYgEVQTrFYTdEQRqFfirw502r5aNgD5HC9swI8xlehgLtTAV2ZF/uooD7zVw3ske0OdpUDTdBqhA4JCCQE0I9Vva1hRHfCpqljUCaIR9tBG5p5hhGaSHZVAuwg0R1G/1oXHn0UTeMkiPomk2aIwy/AfDOPCeG1AASZagBgRqV3txaCVrGYkyBRNIIiLqUOO3QThPNsGQy9MFJV7gUBimYl10SL8jFUmN3wbhOxCGbbgBwVoF/ppwj/pDqgEgUK0gUH008cidZEbuODMGzHRi3//qoTSw9qo7LIMMkCQJFQtcXZ4/0fNVAJ6vAtDnyMifbIW5vx7F0+0oOltADQtIWgmyVoJQBQ6va+pWc1ciSg+OwkpERJ3y7AhAkiWUXGJPdyjUyzR8FYAkScib1Hpk1ohPhftzP/yVPUseO1K/0Ret3ZKBkgs52mt3aY/0O4z0oNloyKWiapEHu56rRd0mL4L1ClQlOjdj3SYvdr1Qy+SxrxBZ9KB28ZYyERF1quHLAJxjTDD316c7FOplmnYFETlThfMkM+o2+mK1kMkUqFbg3ReCZZAexmItAjVsytpMa5NhODIwkaSVEKgJR0c/PVIu5jI9RETENyWGCtRv8qF+E0dNJcpWTCCJiOi41LCApJGgtctQPGz2R4lzeF0TiqfbUTDZgsNr2p/HL9EOrvRgyKB85E20oPL9huO/oZfLnWhGzilmyFqpzbLmgYpEREDWSwhwWh+KEwfRyX5MIImI6LgOr21C6Qwn8k+1HBkcgygxGncGkX9aBI6RJhxe503J/I9qAAg3qjAW65K/swxnHRYdVTUSUOH6xo9QvYJwQwSqApj66WAs0EKfo4VskOCvCuPgJ550h0xEacYEkoiIjitQo0BEEJ0igSjBDq1pQskFDpRcZEfVotQkKP7KEOwnGqG1yPE1ycxyppJoEr1vftupejob5Zaox7Klf2E2xJgmHESHiIi6RKjREROJEs27JwR/TQjmUj0KzramZJ+Nu4OQJAm2EYaU7K89sh7of7kDg67PxaDrc1FwlhVaS2ovzUL10STRWMDaWCLqGtZAEhFRl4gImEBS0hxY0ICBP8iBc5QJpkItKt5xJ7U5q/9AGEIIWAbq4dra8eifsh4oPNsGw5EESw2qqN/mg3dPqNV6loF6WAbpIWkkeMtDaNobPO6gQGVX5kDn0EANCUgy4BxtgmOUEb79IVQv8UCkoAJQ1kcTVtF3K2EpDdi/MLsxgSQioi5Rgyq0VjZhpeQpn+9C8bk2WIcZMOSGPOz7bx3U0PHf11Nhj9ppzVtzLEB0ICkA0Nm0KLnAATWsQvGqkHUSNGYZkhS9uSKEgH2EEUIINO0JomZp+32GHWOM0Du1cH/tx+FV0bkqDQVaFE61wlymx9Cb8uH63Ie6DckdrdQ+3AChiuiUKUREXcAEkoiIuqRpbxC54yxwjjVxvjZKmprljXAeUpA/2YKBP8jF3lfqk7avhq/8KJhsbfM3bSjQouRiOzRGGaGGCA6t9MBfdaQ6UAPkTTTDNizaf1JVAH9NGN59IXh2+gE1OjCNc4wZtqFG6Owa7H/H3aY20lKmhxAiljwCQPCwgv1vumEZqEPhNDtyx1tgLNah8t3kjBSrtcjQOTXwHUhilk5EvQ4TSCIi6pK6z3xwjDYhb5IF7u3+lMzZR32Te7sfkl5C/iQL+l1gR/WS5Ays4/7Cj9yJZuSfboGklRDxRlA4xQaHVgYEULu+Ca5tx9wsiUR/C3WfdVwz6Pk6CM/XQRSfZ4N1qAGDr89F+ev1rWpTDQXaWK3msbzlYex9uQ4lF9thGWhA6QwHDixMfBJpG2GAJElw8YYQpZIQ0Uemy4YY04SD6BARUZcdXt0EWSuh+BxbukOhXs612YfA4TAsg/WwDNEnbT8Vb7ggIkD+JAuKptlhyNXAXxPG3v/Ut00eu6lmWSPqt/igMcsYfGM+8s8wQ9YDORPM0Jhk+Co6r/mr+sCDpvIgTP30yD/DHFcs7VGaoneBUj1wDxFlNx4xiIioyxq/CyLkVmAdaoDENiyUZAcWuiEiQL9z7TD2S84fnNKoYvdLtTjwrgvVSz2o+rABVe95EPElpoq9fqMPNcsaIRSBnLEWDLkpH/mTLBAR4PCn3uO+v/oDD8JNEThPNsNYlNjvwFsehFAF8k+zJHS7RJ2RRPY8qH1MIImIqFsOf9oESZKQOz7xNSJELQkFqPog2nSz9HIncicm6W9OAfxVCrx7Q4h4E3/V2LQ7iD0v1aHmYw+8e0Oo+qgBu5+r7XKSemCBGxBAyaWOhF65qSGgcVcQWrMGspmXhETUNTxaEBFRt/gqotMfGAo5bxwln78yjH2v1SPiU5E30YLSGYlNolKpcWcQ1UuiSWR3KE0qDq1uhKyTUDrDmdCYfPujsTjSOB8m9TEiix7Uriw9BBMRUToJBdCx3xSliNKkYu+8engrgjAW6zDkxjzoHH3r78/zTRDeihBMRToMviEX2gR9/sbvglAVAefJpoRsj4h6v7519CUiooSIBFRorTyFUGpVLfag9lMvZIOEgT/IRdG5tj51JVP9gQf1W7zQmGUM+n4unGMTk/Q17Y42Y01UUkrUGUnNnge1j0cKIiLqNu++IGSdnLw+aUQdcG/3o+JNF8IeFfbhRgybnY/+lzlgKOwbozrVbfCh4k0X1JBA/umWhCSRDd9ER5u1DTPGvS0i6v36xtGWiIgS6vBaL6xDDMidYIZjtAmSBpC1ElRFwPO1H7UbfJwnkpImVBdB+Wv1sA4zIG+SBab+OpTNdCJYq6DyfTfUYLojTK5QXQR7XqnD4BvykH+6BSGXAl9FuMfbC9QoEELAVKyFK4FxElHvxBpIIiLqkX2v1aNpTwgQApGAgL8mDAgg5xQLBl+fm+7wqA9o2hVE+Wv12DOvHr6KEAz5Wgy4po/87alH57AsucgRf59QAUiylJjYiDqT7oFxOIhO3JhAEhFRjwgFqFnqwd5X6lH+33pUvtuAPS/WwfW5F1qLBv0utKc7ROojVJ+Kqg88cG31QWfVoOQyR7pDSomIT0Xle25AAsquyoGsj2NjzB2JqIuYQBIRUULVrvMhcCgMyyA99HmadIdDfUjdBh98lSFYSvXIO7Vv9M8NHFRw8JPoFB89rX01lWghSRJ8VT1vBkvUVZLInge1jwkkERElXPUSDwAg/zRLmiOhvqbyvQaEmyLIGWeGfVTfmNuwcWcQ7i980Nk06H9592tfc04xQwiBxp2BJERHRL0NE0giIko4pUlFuFGFuX88beqIeqbizXqoIYHCs2wonGpNdzgpUbvOB+/+IMwleuRM6Hrtqz5HhrlMj2CdAqWJI19RCgiRPQ9qFxNIIiJKiobtfkgaCfbRnBqAUksNAHvm1SHsjsAx0oSSi/tGf9yqRR4ofhV5E8zQOTu/xJONgGwA+l+eAwCo/siTihCJqBdgAklEREnh3u6HiAjknJSYyc6JukUByl93wVcdgmWgATmn9I2/w6oPGgAJGHhNLqzD2m/CW3KpHUN+nI+hNxVAY5RQu94LpZG1j5Qa6e7XyD6Q8eM8kERElDS+6jDM/XXQmGVEfLxApdSrXNiAobPzYR9pgmubP93hJF3wkILKRQ0ouciB4nNtUE6zoGlvEKE6BRqTDOfJJmjNGgQOhxGsVeDdF4K3PJTusCmLaa0y0JTuKCiVmEASEVHS1H3mhflKJ/JPs+Dgx43pDof6KMWnQmPsO/NU+A+EsfvFWhRPs8E6xICck4/2iRSqQP1WL+o+86UxQupNJH03f1sC2THHYjbEmCZMIImIKGmChxVEAgLWwXoc/Djd0VCfJdD35jmMADXLG4HljdA5ZOhztVDDAv4DnKqDEivsjqQ7BEox9oEkIqKkavzWD1kvwzJQl+5QqI/SGCSIcN+tTgg3qPDuDTF5pORg74Q+hwkkERElVd1GH4QqUDjNBmjSHQ31NZbBesgGCf5qJk9EmSDdA+NwEJ34MYEkIqKkEgpQt8kLjVHG0JvzUXy+DVoLTz+UfLJZRr/z7BAR4NAq9sElIkoE9oEkIqKkc23xQ2lUkX+6BdYhBlgHGVDxjhuhWiXdoVEv1v9iOyADVYsaoHKgUaLMIET0kemyIcY04S1gIiJKicbvgtg7rx6V77kBCRgw0wmtnachSh5Dvhb+6jD7/hERJRDP3ERElFL+KgXVSzyQNBKcY/rG5O6UevocGZIkIVDD5JEok6S7XyP7QMaPCSQREaWcqkTPzGEPh3+n5Ag1qBBCwJDH3jpERInEoyoREaVczlgThBAcGZOSRwXUkICeCSRRZhFHHpkuG2JME9ZAEhFRShmLtTCX6hE8rCBUxxpISp5wQwRaMy91iIgSiUdVIiJKHS1QcokDEEDlh550R0O9nL8mDEmWoHXwcoeIKFF4RCUiopQZcGUOZJ2EQysbofrUdIdDvZx3XxAAYBtiSHMkRNQs3QPjcBCd+DGBJCKilCiaboMhV4vGb4Pw7AymOxzqA/xVCoQQMJXo0x0KUa9lHc4bNC1t2bIFf/7zn3HxxRejrKwMBoMBVqsVI0aMwE033YQ1a9akO8S4sWc5ERElnWOMEbYRBgTrFRz8uDHd4VAfIhQBnZX3y4mSpeAMC/BdN96giugj0/UgxqlTp2LVqlVtXg+FQvjuu+/w3Xff4aWXXsINN9yA5557Dnp9dt7cYgJJRERJIZtl9DvXBkOBFrJOghoSqHjble6wqI9RwwKyXkp3GES9ku0EA2Qdb9A0q6ysBACUlJTgmmuuwVlnnYUBAwYgEolg3bp1eOyxx1BZWYl58+ZBURT897//TXPEPdPrS7y+vh7/+c9/cPvtt+PMM8/EkCFDYLfbYTAY0K9fP1xwwQV4+umn0dTU1Ol2hBB44okncOKJJ8JgMGDYsGH44x//iFAo1OF7pk2bBkmSIEkSNBoNvvrqq073sW/fvtj6c+fO7cnHJSLKCFqHjMHX5cBUooMaFGjcFcSeeXWAku7IqK+RZCaPRMniONEIIbpZUyey6NFNJ554Il5//XVUVFTgiSeewFVXXYVJkybh9NNPx5133olt27ZhxIgRAIDXXnut3drKbNDrayBXrFiBG264od1lNTU1qKmpwdKlS/HII4/grbfewqRJk9pdd/bs2XjhhRdi/9+9ezfuv/9+rF27Fu+//z40Gk2ncaiqirlz5+KNN97o+YchIsoChgItyq5wAjJQvdQD756Ob7QRJZuklaA0cboYokTTWmUYi3TwugLpDiVjvP/++50uz8/Px2OPPYbvfe97AIA333wTZ599dipCS6heXwMJAP3798d1112Hp556CgsWLMCGDRuwatUq/Oc//8HFF18MSZKwf/9+XHDBBaiqqmrz/g8++AAvvPACcnJy8I9//APr16/HCy+8gJKSEnz44Yf497//3aU43nrrLXz++eeJ/nhERBnDVKpD2UwnIAGV7zcweaS0kzSAwhF/iRKudIYTkIDaTztvxXcsCekfXbVLj6R8a9EWis12796dpL0kV6+vgbziiitw9dVXd7j8+uuvxz/+8Q/cfvvtcLvdePTRR/H3v/+91Tr/+9//AAAvv/xy7I7BaaedhnHjxmHcuHH43//+h5///Ocd7sNutyMQCCAUCmHOnDlYuHBhAj4ZEVFmsQ03oOgcG0QE2L/AjVAt26tSeslGQJIkhBuZQBIlmqyXIMIC/qpwukPJKi27vx2vBWOm6vU1kFrt8XPkX/ziF7BarQDQblvk5g6x06dPb/X6Kaecgtzc3NjyjuTk5GD27NkAgHfffRebNm3qUuxERNnCeZIpmjyGBcpfr2fySBlBa4lenEX8TCCJEk3WSZD1MiyDujmNhxDZ80iClStXxp6PHDkyKftItl6fQHaFVquF0WgEAASDbecmKywsBNC6wAFg+/btqK+vR3Fx8XH3cd9998X2MWfOnHhDJiLKGHmnmpE/2QI1KLD3v3VQWNtDGULxRvs+ygYOpEOUDEIIeMt797y+Ho+n1aO9XKGrVFXFX/7yl9j/r7nmmkSEmHJMIAEsX74ctbW1AKKjJx3riiuuAADceOONePrpp7Fhwwa8/PLLuOSSSwB0rfBLSkpwyy23AIj2qVy3bl2CoiciSp/CqVbkjDND8arY+586qBxLgTKIGohe4Jr76dIdClGvkneqGZAANSSAXj5GVVlZGRwOR+zx8MMP93hbjz/+ODZs2AAAmDlzJiZOnJioMFOq1/eB7EhjYyMOHDiAN954A4899ljs9V/96ldt1r3qqqtwxRVXYMGCBbjttttaLTv33HM77f/Y0u9//3v8+9//hs/nw/33349ly5bF9yGIiNKo34V2WAcbEHQpqHjDBbDikTKQvzIMU38djMVaBGrYtJooXlqbjJxxZkT8Kirfc3f7/c2D1GS65hj3798Pu90ee91g6GaT3SNWrlyJe+65B0C0deMzzzwTd4zp0qdqIB999NHYPIt2ux2jRo3CAw88AI/HA41GgyeeeAJnnXVWm/dJkoQ33ngDf/zjHzFkyBDodDoMHDgQ/9//9/9h0aJFXepnCQBFRUX4v//7PwDRWs9snfuFiKj0Cgesgw3w14RR8TqTR8pcNSsaAQH0v8wJ2dynLnuIkqLk4mgyVfmeGyFX7z/42+32Vo+eJJBfffUVZs6cCUVRYDQa8cYbb6CoqCgJ0aYGj6SIDqf7xRdf4Pbbb+9wHa1Wi/vuuw+7d+9GKBTCvn378NBDD3X7j+i3v/1tbMCe+++/P664iYhSTgYGXJsDU7EeTfuCOLDAne6IiDoV8amoXuKBpAEGXuVMdzhEWU2fq4HOoYF3b6jnyaPIokcC7N27FxdccAFcLhc0Gg3mz5+flXM/ttSnEsibbroJ27dvx/bt2/HZZ5/h5ZdfxrnnnotPPvkEP/jBD/DZZ58lPYb8/PxYM9lVq1axGSsRZQ1JCwz6YS70ORo0fONH9YeedIdE1CXefSG4P/dBa9EgZ7wp3eEQZS37CdEBIQ+u6d7cj31VVVUVzjvvPFRVVUGSJLzwwguYMWNGusOKW59KIPPy8jBmzBiMGTMGp556Km688UYsW7YMDz/8MLZv345p06ZhyZIlSY/jN7/5DRwOBwDWQhJRdpCNwOAf5UFrkeHa6sOhlbx4oOxSu96HSFBF7nhLH7v6IUocnV2GUARUX8+brkpCZM0jHrW1tTj//POxZ88eAMBTTz2FG2+8Ma5tZoo+O4hOS/fccw8WLlyI9evX46c//Sl2797d5X6NPZGTk4M777wTc+fOxfr16/HBBx/g4osvjmubkhzt20nN30X0X0o/lkdm6Ul5aK0yBlzthKSTULfOC/eXAZZngvD3kVq1a5tQdI4dRdNtOPRx25sgLI/MwvLILJIsxaZGbFkmkpDYD/4YDQ0NuPDCC/H1118DAP7yl7/ExkHpDZhAHnH55Zdj/fr1qKiowIYNGzB58uSk7u/OO+/Ek08+CZfLhTlz5sSdQOYNdEIn6xMUXXaTZAnOEhsgSRBqFgzz1cuxPDJLd8tD55RRNM0OSQPUbfRC22RC/iA2AUwU/j5STAFMkhm28TYYAmb4q8OtFrM8MgvLI7NIsgSz2QqdpEH+oKPlEVZDwN5ubEhFdiScPYzR5/Ph0ksvxZYtWwBE54L/3e9+l8DA0o8J5BH5+fmx5+Xl5UlPIO12O37zm9/gvvvuw6ZNm7Bw4UKMHTu2x9urK3dDK3GeK+DIXTEhUFvu5gknA7A8Mkt3ysPUT4uSiQ40NnlQ/aEHvgPhTten7uPvI/XqX3Jh0PV50I8CqrY1IOI/epXI8sgsLI/MIskSClwWBHU+1O5zxV5XBM8NzUKhEGbOnIm1a9cCAG6//Xb88Y9/THNUiccE8ojKysrY8+ZRUpPtV7/6FR5//HHU1tbigQcewDvvvNPjbQlVQGTDpDopIsSR74QnnIzA8sgsXSkPyxA9+p1vB1Rg/0I3goc4f16y8PeRWhE/ULXYjf7fc6LoXCsq321otZzlkVlYHplFY5QgQq3LQ8TZV7A3ue6662LjqZxzzjn4yU9+gi+//LLD9S0WCwYPHpyq8BKGCSQAVVXx9ttvx/4/evTolOzXarXid7/7He6++258/vnneOutt1KyXyKizthHGVB4lg1CEah404VwQza0NSLqOn+VguBhBaZ+OmjtMhQP/8aJukJr1iBcG9/vJRED1KRCT2JsmU+sWLECJ598cqfrT506FZ988km395NuvX4cshdeeAHhcMdV66qq4re//S22b98OAJgyZQqGDBmSqvDwf//3fyguLgYAPPLIIynbLxFRe3JOMaHwLBvUkMC+15g8Uu9Vszw6DU3xufY0R0KUHQz5WkgaCb79wXSHQmnW62sg77rrLtx77724+uqrMXnyZAwaNAgWiwVutxtbt27Fyy+/jG3btgEAbDYbnn766ZTGZzKZcM899+COO+5AbW1tSvdNRNSS1ioj7zQLIgGB8tfqoIbSHRFR8oQbVARqwjAW66DPkXs+KTpRH2EfaQAANHwTZwIpjjwyXQ9i7CvNeXt9AgkABw8exNNPP91pcnjCCSdg3rx5cQ1k01O33HIL/va3v7Xqh0lElGqFZ0X7f1e+744lj7IeMJcZ0LSbd5yp96lZ3ohB1+ei6Bw79r/lTnc4RBnN2E8HVRFQGnmzpa/r9Qnk+vXrsWzZMnz88cf49ttvcfDgQbhcLpjNZvTr1w/jxo3DzJkzccUVV0CvT880GEajEffddx9+8YtfpGX/REQAIBtlQAVyTzHDPEAPSICslSDJEsKnR3BgoRtKEy8cqPdQmlT4KsMw99fBUKBFqC6S7pCIMpaslaAqCahhEwLIhpq6bIgxTXp9AnniiSfixBNPxG233ZbyfXenU+ytt96KW2+9NXnBEBEdhyQBkkaCbbgRii8CNQyEQxFE/CrMZXoMuj4XwcMK/NUhmEsN0NpkNHzpR90GX7pDJ+qxmhWNGHJDLoqm27D/TXe6wyHKWJIMJlUEoA8kkERE1DWyXgIAhD0R7Ptvfatl+hwZhdPsMBZqYSzUQagCqiKQO94CNSTg2uZPR8hEcVN9KrwVIVgG6KFz9PqxBYl6TNJIEAmopJdE9JHpsiHGdGECSUREAADPjgCsQw2ofM/dZlnIpeLAO9HX9XmaWFO/ITflIW+ShQkkZbXDnzbBMiAXOaeYoZanOxqizCTJADgfJ6EPTONBRERd49rmx/633McdfbVlP7Ha9U2QNBLsowxJjo4oeZQGFWpIwFymS3coRJlLkqCymzCBCSQREcWh8bsghBAwFvDCm7Kbb38IGpMMU3/+LRO1R5KRkCassUF0suFB7WICSUREPSYUAALQOzXpDoUoLgc/aQQE4BhlTHcoRJlJAkSESRWxDyQREcUpElBhyNfBeZIJakRF4FAEoVol3WERdUvzzRBI6Y6EKHMlIoGU1Ogj02VDjOnCBJKIiOLi2uZH/hkWFEyxxl4LNURQ/kY9wDySsoTWIkPSSAge5h8tUbtUQGdj40ViAklERHFyf+FH0+4gdI7oBbhthBG2YQaUXGBH1WJPusMj6hKtPXphrHhZ7UDUHv/BMOwnaKDP0yJ4ONzzDWVL/8JsiDFNeBuBiIjipnhV+KsU+PaHcXB5I5RGFeb+esjsTkZZQmOKXhJFAkwgidpzcHkTAKBouvU4a1JvxwSSiIgSrm6zF5CBIT/OR95p5nSHQ3Rc+pxooyzFxwSSqD0Rv4rAQQX6HA30OXGkECKLHtQuJpBERJRwjTuDOLDAjUhAIOcUc3wXG0Qp4DjRCKEKhGo50R1RRyJBFZIkwTKEzUv6Mp7RiYgoKQIHFVS+6wIEMODqXDhPNqU7JKJ22U8wQGfToPHbQLpDIcpo/uowREQgb2LPbwxKQmTNg9rHBJKIiJIm5FJRvcwDoQL5Z1igtfK0Q5knf4oVqiJwaI033aEQZTT/gTDK57sAALkT2Reyr+KZnIiIksq7J4T9b9cDAAZckwPLIH2aIyI6KmeCGRq9jLqNXoDdH4mOS/GqgAA0Zk6a2lcxgSQioqQLuVQcXtsEWSuh34V25E+2pDskIgCAfbgBqiLg/tyf7lCIskYkoMKY38PZAJun8ciGB7WLCSQREaVEw5cB7HqxFhG/Cudo9oekzCAbZKhBVj0SdYf7Sz9knQz7aA6m0xcxgSQiotRRgPotPkgaCQN/kANDQQ/vYBMlSNgTgcYso9/FdpRe6UDBFAvyJ5thG27gVRJRB1xb/FAVgbzxPZimSSDaXDzTH6yA7BDP3ERElFINXwZgGaiHuVSPsiudqP7QA295KN1hUR91cIUHZVflwDJAD6iA0amD02IGxgBF5wgoXhX+yjAavvEjUKN0uB3ZEP1XDYN9KalPaNoThG24AVqnDLjTHQ2lEhNIIiJKuapFHugcMgZck4t+F9kRbojAsyMA1zb2Q6PUCjeo2PNCHSADEiTkD1LhOtgA80AtbMOMMORrYRthgP0EI0REIHxkABFIgCQDGoMESStBko4OKCKO7TulRufPU5pUhD0RqGEBNSwgFAFVERBhQPGraNoTZPJJWcNbHoJ9hBHGPF23EshsmSIjG2JMFyaQRESUFuEGFeWv1aP4PBuMhTrkn25FzilmVC/1wF8ZTnd41NeoiDVZjfhVeL4OwvN1EACgtcpwjDLCMshwdCoaEX0oXhXhJhXhhgigimgyqZEgaRD7V2OUobXIMORpYSjQtko2WxKqwIH33AhUd1zTSZQpQu7o36nOybbefQ0TSCIiShvFq+LAwgYAQO5EM3LHm9H/MgfK59cj3MCqGMoMSpOKug0+1G3wJWaDMiDrowP4aPQyZL0EQ64WBVOscI4yoaa6MTH7IUoiy8Bou20R7mZNnUB2jHCaBSGmC28ZEBFRRqjf5MOBd92QJAn2EziyH/ViKqAGAKVBRfCwAn9lONbs1buf/YEpO9iG6CGEgPvLQLpDoRRjAklERBkjUKtACAHzAH26QyFKKXNZ9GK88dtgukMh6hL3V35IkoSB1+akOxRKMTZhJSKizKEASqMKQw5PT9S3yFqJTeYoq3i+CULv8MI8spvHayGypAlrFsSYJjxDExFRxnCONUFrkxE4xEFEqG8RigDaH1uHKGPVrvdB/TyS7jAoxZhAEhFRRrCPMiD/dAsiARVVi9zpDocopVSFtR2UnVRfNwc8U5EdN0s4jluHmEASEVFGyDnFAqjA3lfrAVZAEhERZSQmkERElBHUgArYZEhgVzDqe0wl+mgzVqJeThICUhb0L8yGGNOFo7ASEVFGqNvkhSRJyD/Nku5QiFLKMkgPrUmGhyOwElEWYAJJREQZwVcRhhpWYRlkSHcoRCmVf7oFQhU4/GlTukMhSr7mUViz4UHtYgJJREQZI+SKQGuReXaivkMGdA4N/NVhgINZElEW4CmaiIgyhvsrPyRZQs5YU7pDIUoJWQtIkoSwh9kjEWUHJpBERJQ0GrMMQ0HXx2tr3BmEqgg4T2ICSb2f1iaj3wUOAECglkMPUx+R7mapbMIaN47CSkRESeEYY0TBFCskSYKICPhrwqhd70XwcOcXyg1f+ZAz1oKhP8mDtzyEg580QvDamrKU1iqjYLIVOocGijcCSBL0Tg205qNNtUMuBZ6vAukNlIioi5hAEhFRwpj665B/hgVaiwyNUYYaFPDs8MEy2AhTiQ5lVzrR8E0Ah1d1PFhI7TofIv5oLaR1qAF6pxYVb7pS+CmI4mco0KLwbCsM+dFLLREB9LkaAIAaEgi5FAQOK3B/4UPIxRnLqQ/Jltq9bIgxTZhAEhFRQuSfYYbzZDMggEhAhb8qjOqlDVADQO16H2SzjLLLHXCMNEIoArWfejvclmubH65tfpRd6YxdgBNli9yJZuROMAMA/NVhHF7dyCSRiHoNnpWJiCguxmItCs+2wZCrRdgTQcVb9VDbmc5O9akon+/CoB/lwnmSCfXb/FB9nV9UK00qDAVJCpwoCfp/zwFzfz0UXwT733JD8TJxJGpFBSClO4gu4E+3QxxEh4iIeqz4PBtKZzihz9GgaW8Q+/7bfvLYUvUSDwCg3zm2424/ElQhSRKgSUS0RMmjtcgYfEMuzP318FWGsPeVeiaPRNQrsQaSiIh6pHCqFbZhRgRrwzjwnvu4iWOz4CEFIVcEphJdNDHsZPYCrVmGEAJgVxTKYOYyHUoucgAyULfJi/pNvnSHRJSxJCEgZUH/wmyIMV1YA0lE1AsUnWvD0J/kQ2tPzWE9/wwz7CcaEXQpqHiz68ljs7pNXkiyhLyJ5g7XMfbTwjxAD6VRZVMiylh5p5pRcokDQgCVixqYPBJRr8caSCKiLKcxy7APNwIAbEMMcG3zJ3V/OeNNcJ5shtKkouKNno2O6t0TQiSkwjHShLrP2r/gzh1nhiRJOLDIHUe0RMkhG4CSi50wFesQboqg4m33cfv0EhE4CmsvwASSiCjL5Z9hiT3PnWCGqb8O9Zt9CNQkfvJE6zAD8iZZEPGr2De/Pq6awcZdQThHmWAZqIO3PNxmecOOAMxlevQ7z479b7l7viOirpIB+4kGmE9zQmuWIWlajPRx5Fqy+ZpSOtIv17s/iKpFntTGSUSURkwgiYiynHWwAYo3Atc2P3InmGEu1cNcqoe3PITqDxN3Yau1yig+xwahCJTPr++072JX1H7aBMcJRhROtWHvK/Vtlnv3hODdF4J1sAFlVzqx/213fDsk6oSpf7QfozPPjAZXGOHGCCJ+FeLIiJGSLEGSjzyXJCh+FfVbvAhUJ/5GDRFRJmMCSUSUxWwjDJC1Euq3BuDe7od7ux+yMdq0zjrIAMcYIxq+DCRkX2UznYAU7eelhuLfnlAA95c+5Iy1IHeiud2+Y9UfeVByqQOWMj3so43wfJWYz0LUUu4kM3LHmwEVqNvShPIVdRAqm68RJYUqACkLfl88BnSIg+gQEWWx3PFmCFXAtfVo8qUGgAPvuKEqArnjOh6kpjuKz7dBa9HAtTWxTWNr1/mg+CPInWCGoaD9e5pVHzRAqIn7LEQtycbo7ygSULH3vy5497RtTk1EREcxgSQiylIaswydQwN/dbjdvoi+/SFozDK0lvgO9bYRBliHGBA4HEbdhsSPMLl/gRsQ0QnY253vUY32h9RZNbAONSR8/9S3FZ4ZnY+0+iMPVD8HwSFKuuZBdLLhQe1iAklElKUKjgyec3idt93ldZujyV7OhJ7X3GmtMoqmRfs97l/o7vF2OqM0qDi0uhGyTkLp5c521zm8pilaCzmetZCUWPpcLUQESRl0ioioN2ICSUSUhWQ9YB1iQMSnIlTb/oVvqFaBGhKwxVFr17LfI5J4fe35JghveQimIh1y25sbUgUChxToczWQ9cmLg/oeWS9BKKxpIEqdDKhZ7FLtI48LHWECSUSUhUoucUDSSAgc7Dyra/jaD41Bhn1k95PI4vPtSen32JHqDz1QfNH+kMaitv0h6zZ5IUkScida2nk3Uc/IOglqmBeKRERdxQSSiCgLRQLRC17rEAP6XWTvcL26z3wQEYH806zd2r5zrAnWIfqk9XvsyP533NH+kJc62owT7j8QRiSkwjac/SApcSSNBDXIBJIoZdJds8g+kHFjAklElIWqP/Tgu38ehhpSYcjtfEamuo1eaIwyis+zdWnb+WeYkX+6BZFA8vo9dkRpVHFwZSMknYSydvpDeveFoDHK0OdzFiqKn6QFJA0QbopzUlMioj6EZ2AiyirGYi0Kplihs2uiNQdhgZBLgb8qjMZdAYTdfWsURQFAZ9dg0PW5aNodQO36trWFrm1+2IYbYR1qQMSvAtXtb8syRI/Cs2zQmmSEGyPY93p9Uvs9dqRxZxC2YQaYS/UwFmtbNZ+t+8wL23AD8k81o2qxJ/XBUa9iG2GAJElo3BVMdyhERFmDCSQRZSRjcXRkxGCdAq1ZhrlMh9zxFmit0YYTSpMKNaxCY5Rg6qeDuUSPvIkWKP4I3F8G4NqcumaX6eTZEYBtmAFaswznWDPqvwhA9bVNog8sdGHA1blwnmSGaawF6qYAwk0RaC0amPvrYcjXQtZKEBGB+i3elDZbbU/Ncg+G/DgfhVNtqHjdFXtd8apQGlWY+3MkHYqfbYgRQgg07WECSZQyapYMUKNmQYxpktYE8uDBg/jss89ij40bN8Ljid5RfuCBBzB37tyE7Gfu3Ln4wx/+0KV1P/74Y0ybNq3D5Tt37sS9996L5cuXIxKJ4Oyzz8aDDz6ICRMmtLv+J598gunTp8f+//3vfx/z58/vNIZZs2bh5ZdfBgAItr+mPkTWA0XT7LAM0kOSpTbLRUSgaXcQh1Y3Qj3mes9YpIV9pAm2oQbkT7Igb7wZvqowgrVhhN2RaFeGtpuMabOoqw38O9lmdLnU3tMOVj3extruV2lS4frcD+sQA0xFOgy8Jgflr9VBDbVeXQ0B+/5bj34X2mEbY0Pu+KMD0QghoDSpcH8XQN0WX1pqHY+lBgBfRQjmAXoYCrUIHjoaVMPXfuSfboX9BAM8O3nhTz2ntWmiA+j0rYYLRERxSWsCWVxcnM7dd9v27dtx1llnoaGhIfba4sWLsXz5cixevBjnnHPOcbfxv//9D/fddx9OOumkZIZKlBUsA3XImxQd3EXSADqHBpCAcEMEnm+DgATo7RpEAhGEGiLw7Ah2eKEXOKggcLARhz5phH2kAbnjLDCX6mAp61s1VVqTjLxJFhxe2/7ckDVLG6F8p0WTvxGSNjoYT/BwBmSM7aj5OFoLWTTVhoo3jtZCur7wI+9UC5xjzUwgKS5CEZBkDgdBlFJCjT4yXTbEmCYZ04R1yJAhKC0txapVq5K6n+3bt3e6fPDgwR0umz17NhoaGnDppZfi9ttvh16vxwsvvIBXXnkFs2bNwu7du6HT6TrdvhACDzzwAN5+++0exU/Um9hHmmDI10I9MgdbyBXB4XVN8B8Ix7VdzzdBeL6JJhZah3zcQWZijq3wb9MAoPULrRoIHLNulxsPtNln52/scPGR14WKVrV1HQkcVCAyvHmOGgACB8MwFukADYDmcU7UI68X6yDr0aa2lair1LCAxPyRiKhb0ppAzpkzB6eddhpOO+005OXltWnumQxjxozp0fvKy8uxYcMGTJo0Ce+++y7kI3csp06dioaGBixcuBDr1q3D2Wef3eE28vPzUVtbi3feeQdbtmzB+PHjexQLUW8RqAnDOsiAqg8b4k4aO6I0qFAamGFkK9cXfpRcoEfOSSa4tvljr9dt9KL08pxOa1uJiCgDZcsUGdkQY5qk9b7bH/7wB1xyySXIy8tLZxhdUllZCQA4++yzY8ljs3PPPbfVOh25/fbbYTBE5y974IEHkhAlUXYJ1kdrynR2VgFQ+7x7QhARAdsJxlav+6sUqIqAuY81UabE0js1iATYTI2IqDt41dZFhYWFAIA1a9ZAVVufbFauXAng+H06S0tL8dOf/hQA8P777+Ozzz5LQqRE2SM2Zgxv8lEnArUK9E5NmzOWGlQh67sx8BBRC5aBemiMMrzlbKFAlFKqyJ4HtYsJZBcNGzYMo0ePxmeffYaZM2di2bJlWLVqFW6++Wa89dZbKCkpweTJk4+7nXvvvRcmkwlAtAkvUd925OKfFQDUiYav/ZAkCc7RpnSHQr1I0XQbhCpwaG1TukMhIsoqfS6BPP/885GXlwe9Xo/CwkJMmzYNf/nLX+ByuY773n/9618wmUx49913cf7552Pq1Kl48cUXodfr8fzzz8eap3amX79+uPXWWwEAS5YswZo1a+L+TERZ68gRiPf4qDONO4MQQsAyuHVzVSHQ7nQvRMdTdqUTGqOM2s+8GTFtDVGf0twHMhse1K4+l0AuW7YM9fX1CIfDOHz4MFauXInf//73GDJkCBYuXNjpeydPnoy1a9fikksugdVqhdlsxnnnnYeVK1fioosu6nIM99xzDyyW6BxsrIUkIjo+NSSgs2lavRZuiEA2SJCNHbyJ6BiWQXoM/nEejIU6NO4OwP25//hvIiKiVvpMAnnSSSfh/vvvx3vvvYfNmzdj/fr1ePnll3HBBRcAANxuN6666ip88MEHnW5n3LhxWLRoERobG+H1erF06VKcfvrp3YqloKAAt912GwDg448/xscff9yzD0WU7dgHkroo4lOhMbY+ZdVtiI6+WnyOPR0hUZYpvcKBfhfaodFLqNvsRc3SxnSHRESUlfpEAnnHHXfgiy++wIMPPojLLrsM48ePx2mnnYYbb7wRH330Ef75z38CACKRCGbPng2/P/l3JO+++27YbDYAwP3335/0/RFlIql5FB0mkHQcik+FdMzEU4GDCoK1CsxlehgKMmZaY8pAA67OgalYD19lGLterEX9Rl+6QyLquwTS3zS1S490f1GZq0+ccZ1OZ6fLb7nlFmzatAnPPfccqqqq8Pbbb+P6669Pakx5eXm444478NBDD2Ht2rX46KOPcOGFF/Z4e5IsHb0Y7+Oi3wX7RmWKzsqj5QTeLK/UyNbfh6yXALVt3NUfNmLQj3JQdI4N+99wpye4OGRreWQCy2A9cieaIeskNHzhh/vLQLvrlV3jhCFHC893ARz6uAkSpA5vn7M8MgvLI7N0VB6SkDgYXh/TJxLIrrjlllvw3HPPAYhOy5HsBBIA7rrrLjz11FNwu92YM2dOXAlk3kAndDLnQwOiBzZniQ2QJAgOwZx2nZWHub8OdrsVwX4yjJFwmiLsW7L195FTZIesl5A/qO1ViiFshn2AFv5B2XeRma3lkU6SFiicaotO7SIAoQJ5F+WgNr8Jvn1HjyMaq4SiqbboVB37glD3RpA/KKfzbbM8MgrLI7N0VB5hNQTs7caGsmWAmmyIMU2YQB4xatSo2PPKysqU7NPpdOKuu+7CnDlzsGHDBrz//vu47LLLerStunI3tJIuwRFmJ0mWACFQW+7mCScDdFYeNr0eeo+K+koPvPs4F1sqZOvvw+qVIDwCtfvajpgtvg4g5xQLPO4GhNzZdRs8W8sjXcylOhRPtyEge1H3ZQg1yxphzNOi9AonfAEvavdFu6A4RhvgON0Kb6gJrs98qN/Uta4pLI/MwvLILB2VhyJ4A7ivYQJ5hEjTXYY77rgDTz75JOrq6jBnzhxceumlPdqOUAWExINrMyGOfCc84WSEjsqj+WfHskqtbPx9yDoJYb/absw6hxZCCATrI2mILH7ZWB6pZizWomiaDTqHBlCBmuWNaNoVBAAUnGWFEAKuzwMQqkDJZQ6Y++ughgQOvNeAUG335ulgeWQWlkdmaa88un0NrarIijavahbEmCZ9YhCdrvj6669jz0tKSlK2X5vNhrvvvhsAsHXrVixYsCBl+yZKt1iDQ14X0HFIMhAJtH8y19rkrLgWoR6QgZJLHSid4YTOoUHTnhD2vFwbSx71OTL0uRr4DoSgeFWUXOqApVQPf1UYe16u63bySEREx8cE8ohnn3029nzq1Kkp3fdtt92GwsJCAMADDzyQttpQopRrPgLxT56OR4pO5dEe/4EQJI2E0iscKQ6Kkm3AVTkwl+oQOKhgz8u1qFnqgdqitbvzZDMA4NDqJphKtDCX6uCrDqHyvQbeVCDKVGkfXbUbD2pX1ieQL730EiQpOgLp3Llz2yzfvn07du3a1ek2/vWvf+H5558HABQXF2PmzJnJCLVDFosFv/vd7wBE4128eHFK90+UNqyCpC7QWmVIkgTF234T1dr1PjSVB2Eq1qPfhZwTsrfInWSGIU+Lxu+COLDADbWdQVb1uVpAAIpHRcGZ0amxqj9oSHGkRER9S1r7QK5Zs6ZVcrdjx47Y823btuGll15qtf6sWbO6vY/Nmzdj9uzZmD59Oi6++GKcdNJJyMvLg6Io2LFjB1599VUsWbIEAKDRaPDss8/CYrH06PPE49Zbb8Wjjz6K6upq1NbWpnz/ROkkWFNAndA5NQCAcGPHfyjVH3gw4JocWAbpIRsANZiq6ChZck42IRJUcXBFY4frqAEVkIDCqVboczTw7Q+1qqEkIqLES2sC+dxzz+Hll19ud9nChQuxcOHCVq/1JIEEgEgkgmXLlmHZsmUdrpOXl4fnn38el19+eY/2ES+TyYR7770Xv/zlL9Oyf6J0aJ5Liq1EqDM6x5EEsqHzQXIOf9qE0u85kTPWjLoNnCg+mznHmiDrZNRu8Ha6Xv0WH8ylejhGRpPNqiWeFEVIRD2WLc1DsyHGNOn1o7BecskleP7557Fu3Tps3boVBw8eRF1dHYQQyM3NxdixY3HRRRdh1qxZsNvT2/Tppz/9Kf76179i//79aY2DKOV4jKZO6KzR3hYhd+cJpL8yDCFEtFkjZS3LYD3yT7MgElLh2tL5jYDAQQW7XqyFqVgH/wFOJUBElAppPcu+9NJLbZqpdtesWbM6rZksLCzEzTffjJtvvjmu/fTUtGnTujwojsFgQEVFRZIjIsocknSkEyTv8lEntFYNhBBQOmnCCgDmsuhcuEoHg+1QhtMC/S92wFSig4gAVYu72JdRAZNHomyiCmTFnWNOHdMh3qYlovRh/khdoDXLXbrWKDjTBgig9tOm5AdFCWUdakDRdBskDeCvCaNqUQMEZ+AgIspITCCJKH2aR2FlAkmd0BjlLg20pDFKiPhVJh4ZRjYC/S9zQmfTIHBIwaGVjVCaogUqaaPzPJqKo7WONcsbY3M8ElHvJIQKkQWj52VDjOnCBJKI0kaSjr8OkayXIJTj32UI1iowleigdchQGnjizwSyERj0wzzIOgkRnwpzqQ6Drs9FsFaB4lVhLtVHax2rwqj8oAFg8k9ElPGYQBJR2vEmH3VGCLSYM7RjteubUHZlDvqdZ8f+t9zJDouOw1CgRf/vOSDrJBz8pBGNO4PQ52lQeLYNxgItDPmAGhSoWdEI7x7OvUHUZwiRHf0L2b+mQ0wgiSh95CP/8hhNnRAhFZK5ndOVDNiHG2AbYYSxQAtJJ0GSJBjytSicasWhlewLmWp5p5lhP8EIjVGGJEsQqsChVdHkEQBCdREceMed3iCJiCguTCCJKH0kzgNJx6f4VejzAGgBQ44WjtEmmEt10FpkSJIUHaHVq8JfHoJ3fwi548xwjDRBa5VRtYjzAqaEDJRd6YQxX4dISEXgYBjBOgWubf5Yf0ciIuodmEASUfoxg6RONHwdgKXMgGE/yY8ljCIs4K8Oo/G7ADw7g0CLHKXp2yD6f88BS5kBA67OQcXbrlbLKbEsA/Uomm6DbJDQuCuAmmWN6Q6JiDKZyJJpPHht0iEmkESUNlJzE9Zs6AtBaePdG0LtBi/MpToEaxW4t/uPOydk5XsNKDrHBttwAwb9MBcV/6uHym52iScDxefbIclA3UYfXFt86Y6IiIiSjAkkEaUdb/LR8bi2+ODa0r33HFzRiHBjBLnjzRh0fR4q3nCxOWUcHGOMyB1vhsZ05M7PkcGNJElC054gk0ci6hpVBaQsOBZzhL8OMYEkorSROA8kJVn9Rh+UpggKz7Zh4A9ysX+BG6FazhXRXbIeKJhshVABX2UYIiSgMcuIBFR494fg+SqQ7hCJiChFmEASUdoJANACRWfbYO6vg6SREKxTULmogX3XKG6eb4JQvCpKLnJgwJVOVH3YAF9FON1hZZXCqXZAAqoWu+GvYgJORHFgH8isxwSSiNLnSA2k4wQjnCebIWkANSQAAZj761FysQMhtwJDrhY6mwYakwTIEtSQgHdfEPWbfVCaVMhGwNRPD0hoNZ+crAcKzrRBZ5fRtCcE9xf+NH1QSjdfRRgVb7tRdoUTJRc7cGhVIzzfBNMdVtawDNRDaVSZPBIRERNIIkofNRi9u5c73gI1rKJ6aXRCcVkPDLkpH5YyPSxlegghoIajUzWoYQGdXQP7iUY4RprabFPxRlD+ej1M/fTRwT00AARgKtYjd4IZtRu8bG7XR4VqFZTPr8eAa3JQeLYNWqsG9RvZb68rJA0QdDF5JKL4CVWFyII+kIJ9IDvEBJKI0sa1zY9wkwqtRYZ7uz/WXFUNARX/q4c+T4dAdRiKt+1BXJ+ngWOkEZJGgogIBOuV6ByBY0wYMisfkAARAaqXeODdG0LOBDNyTzGj6CwbnKNNqPifK8WfljKB0qRi36t1GHBtLnLHm6GzanDwY0470RnZEB0ohwMQERERwASSiNKsaVf7zQhDLhUhV8dNDEN1ERxe4z3m1SC8+0MomGJDJKCiarEb6pFNuDb74Nrsi03tUDrTiQML3exj2QepIWDff+sx4Koc2E8wQmuVUfleQ7rDyliGvOilQtgTSXMkRNQrsA9k1mMCSUS9iq8ijPKK+g6XH1zRCFkvwTJQj8E/ysXeVzpel3oxFah4w4WSSx2wlOkx4NocVLzpyo4bCjJgP9EAU7EekgyoYQFVEZAAaG0a+KvDcH+euP6+hjwdACDEJqxERAQmkETUB1V/6EHB2VY4R5lgKtFyYJA+rGpRAwqnWmE/0YjB1+ei/PV6qKHjvy9dCqZY4BhtgiRLEEfujkux+XAAIQSsgwzIOdmE8jfqoSagu69lYLQfsu8AR64lIiImkETURzV85YdjpBHF5zuwf4ELSkM2VD1RMhxa2YRwk4q8iWYM+lEeKt5wQWnMrL8H+ygD8k+1QmOUEW6KoH6jF55dQSACQI6OOAxZhupTkXeqGTnjzBj4/VzsnVcfX62qFjAW6xDxqdlRO0tEmU8VgJQFzUPZhLVDcroDICJKh1BdBO4vfNCaZORNsKQ7HEoz12YfDn3SCFknYeD3c2EoyIz7q7mTzBhycx6KzrZD0kmo3ejFvv/Uw7PzSPIIACqgBgDVF83w6jb4ULfBC41RRunlji7vy9RfB8tgPbS2I5cGWmDAlTmQNEDthmP7GxMRUV+VGWdIIqI08JaHkDPWgpCbTVgJ8OwMIuxV0f8SB8pmOqMj+O5LT3vWnPEm5I63QNZKiIRU1G32dmvKEddWP8ylephKdDD20yJQ3fHfuD5fi7IZDsi6o/eUWzaPbdwVQONOzplJRAkiBLKiSQNrIDvEGkgi6rPCjSqEEMibYEHRdBugSXdElG7+A2FUvOWCUIF+F9rhGGNMeQz9L3cg/1QrhCJwcJUHe16o69F8ldVLoiPL5o7vuIZdNgBlMxyQNBLqNntxcKUHri988B0Iw7c/hKoP3KhZxmlOiIjoKNZAElGfpTSqqP7Qg8KpVthGGGAZqMeel+rSHRalWagugvLX6jHgmhwUTLFCa5ZRt6H7CVxPlM5wwNRPD+/+IKoWeeLalhoE1KCAPqfjOyMDrs6FpJVQvdQD757m2lbWNhJR8ghVQGRBH0gRZw1kRUUF/vGPf2DRokWoqKiAwWDAsGHDcO211+IXv/gFzGZzgiJNPdZAElGf5i0PoXJRAyAAjVGODkZCfZ7iVbH3P3VQmlTkjDOj+Fxb0vdZMMUSTR4r4k8em0mdnOX7X+aAzqaBa5uvRfJIRETxWrRoEU4++WQ89thj2LFjB3w+H1wuFzZu3Ii7774b48ePx549e9IdZo8xgSSiPq/wLCskWULTnmBGT+FAqSUUYN+r9QjWKrANN6J/Nwak6S77iXo4xpgQaoiganFikkdjkRayXoa3vO0ftXOsCeZSPbwHQqj7LDW1q0REAAChZs+jBz7//HNce+21aGhogNVqxZ/+9Cd8+umnWL58OX76058CAHbu3IlLL70UTU1NifxmU4ZNWImoz5M0EkREoHpJYi7cqXfZ/5YbJZfYYRlgwMDv56D8TdfREVATwH6iEVKZDDUssP+t+oRtt+AsK4QQqNvcNkHMm2hBJKSi6v2GhO2PiIiAO+64Az6fD1qtFkuWLMEZZ5wRW3bOOedg+PDh+O1vf4sdO3bg73//O+bMmZPGaHuGNZBE1OcFDimQNNLR6QuIjlG12AP3137onBoMnZUHU6muR9uRjUDROTYM/H4OBv0oF0NuzoNzjAmRgMC+/9YlrAY8/wwzjPk6ePeFYtN7NLMOM0DWSXBt8ydmZ0REBADYuHEjPvnkEwDAT37yk1bJY7Nf//rXGDlyJADgiSeeQDgcTmWICcGrJSLq87z7ooOGWAcZ0hwJZbLDq5pw8JNGSLKE/pc6UHyerU2fWX2+FvmTLcifbIHG3PoUq7XLGHJDPmzDDdBaNZC1EhRvBA07/Ng3rx5qIDFxGgq0cJ5sRrgxguqP2taqG4uijY8adiRoh0RE3SBUkTWP7lqwYEHs+U033dTuOrIs48YbbwQAuFyuWMKZTdiEtZdY2PAK7HZ7usPICEIINDQ0wOFwQJKkdIfT52VDeSxfvhxvvfUWbnnsRpx33nnpDiepsqE8Mp3H48ETTzyBGqkGtmFG6PV65OTkoL6+vtWd5JyTzZgyZQquu+46uN1uPPTQQwgGg/j5z3+Ok08+GUByyuPee+9FQ0MDHnnyT8idl9tm+ZtvvokVK1bgpe+eQL9+/RKyz96Cv4/MwvLILB2Vh8fjgcORvD7i2WT16tUAAIvFggkTJnS43tSpU2PP16xZg/PPPz/psSUSE0giymqbNm3Ce++9B7fbDVmWMXz4cMyePRt6fdeGU92zZw/eeust6HQ6TJ48OcnRUm9gt9sxZ84cbN26FZs3b0Z5eTnq6upgt9sxZswYTJ8+HV6vFy+++CLWrl2LdevWQVWjzUhvuOGGWPKYDN9++y3cbjemTJmC3Ny2yaPL5cLq1auh0WhQVFSUtDiIiDokVAA9G6AmpXowiM4333wDABg2bBi02o7TrBNPPLHNe7IJE8hewuPh4B/NhBDweDyQJIl3LDNAMspDURR89913WLRoEaqqqiDLMvLy8hAOh7Flyxb8+te/xu9//3tYrdbjbuurr75CKBRC//790djYCEVREhJjpuLvI3GGDh2KoUOHtrvMZDLh7rvvxtKlS/HFF1/AYDBgxowZKCsra3W8TnR5NDQ0IBQKwWq1tnteeOSRR+D1enHjjTdm7eh/ycTfR2ZheWSWjsqju9egCsJA5k8DGY0TbT+fwWCAwdC2y0sgEEBtbS0AoLS0tNNt5+TkwGKxwOv1Yv/+/QmKOHUkEe8smZRWwWAQRqMx3WEQERERUR9VXFyMvXv3dnpNGggEMHjwYNTU1KQwsvhYrdY2N9seeOABzJ07t826hw8fRmFhIQDg+9//PubPn9/ptouKinDo0CGMGTMG27dvT1jMqcAayCxnMBgQCAQQDAbTHQoRERER9UF6vf64FRpGoxF79+5FKJQ9Ey4LIdrUfrdX+whEE+RmXelG07wdvz/7RsRmAtkLdFSVTkRERESUKYxGY69tOdfyc3UlSW6u/DGZTEmLKVk4jQcREREREVEcbDZb7HlX+ph7vV4A6NJ4DZmGCSQREREREVEcjEYj8vPzAQAHDhzodF2XyxVLIMvKypIeW6IxgSQiIiIiIorTyJEjAQC7du3qdFT3HTt2tHlPNmECSUREREREFKczzzwTQLR56ubNmztcb+XKlbHnU6ZMSXpcicYEkoiIiIiIKE5XXHFF7PmLL77Y7jqqquKVV14BADidTkyfPj0VoSUUE0giIiIiIqI4nXrqqTjrrLMAAM8//zzWrVvXZp3HHnsM33zzDQDg9ttvh06nS2mMicAEkhJi2rRpkCSpW49PPvmk1TYCgQAWLlyIX/7ylzjttNOQm5sLnU6HvLw8nHHGGZg7d26XJ5+tqqrCrFmzUFBQALPZjKlTp2LZsmXtrjtq1ChIkoSioqLjbnf48OGx+P/61792uu7ChQtj6z766KNdijtRElEeLX344Ye48sorUVpaCoPBgNLSUlx55ZX48MMPuxRPXy+P9lRWVuLBBx/EpEmTUFBQAKPRiLKyMpx55pm4//778eWXX3b43vLyctxzzz2YMGECnE4ndDodcnNzMXnyZDz00EM4fPjwcffPMmktnvJo9sknn+Dmm2/G8OHDYbVaYbfbMXz4cFx55ZX4f//v/3U6Kh/Lo7VElEczn8+HIUOGxD7boEGDjvselsdRPSkLns+TJ97fBs/nyffkk0/CZDJBURRccMEFePjhh7F+/Xp8/PHHuOWWW/Db3/4WADBixAj8+te/TnO0PSSIEmDq1KkCQJcfsiyLAwcOxN7/+eefC5vNdtz32e128frrr3caS2VlpSgtLW13n/PmzWuz/i233BJbZ8eOHR1ut6amptX2Lrvssk7j+PWvfx1bd/369cf5BhMr3vJopqqq+NnPftbpe3/2s58JVVU7jIXl0da///3v4/6933777e2+99VXXxVms7nT9+bl5Ynly5d3uH+WSWvxlIcQQng8HnHttdce93e2devWdt/P8mgt3vI4VsvPBUAMHDiw0/VZHkf1pCx4Pk+eeH4bPJ+n1rvvvivsdnuH3/WIESPEd999l+4we4wJJCXEnj17xPbt2zt9vP7667Efzvnnn9/q/atXr44tmzJlinj44YfF0qVLxZYtW8RHH30kbrnlFqHRaAQAodFoxOLFizuMpflC7owzzhDvvfeeWLNmjbjzzjuFJEnCYrGI2traVuu/+uqrsX3/+9//7nC7b7zxRmz/AEROTk6nB9pTTz1VABAWi0WEw+EufpOJEW95NLv33ntj64wbN0689tprYsOGDeK1114T48aNiy277777OoyF5dHa448/Hvt8AwYMEH/+85/FihUrxKZNm8TChQvF3/72NzFlyhRx5513tnnvp59+Gvu8siyLm266SSxYsEBs2LBBvPnmm+J73/tebNsWi0Xs3bu33RhYJkfFUx5CCNHU1CSmTJkS28ZFF10kXn75ZbFu3Tqxdu1a8d///lfceeedorS0tMMEkuVxVLzlcawtW7YIjUYjjEZj7ML7eAkkyyOqp2XB83lyxPvb4Pk89fbt2yfuvPNOMWLECGE2m4XT6RQTJ04UjzzyiPB6vekOLy5MICllfvvb38YOJMfeqVq7dq249tprxVdffdXh+xcsWCAkSRIAxNChQ9s9uAQCAWEwGERZWZloampqtez2228XAMTLL7/c6vWKiopYXDfccEOH+//Vr34lAIiZM2cKg8EgAIgvvvii3XW9Xq/QarUCgDjvvPM63GY6dVYeQgjx3XffxT7DxIkThc/na7Xc6/WKiRMnCgBCq9WKXbt2tdkGy6O19evXC1mWY3dYj/1OWwqFQm1eu+yyy2LfzdNPP93u++66667YOr/85S/bLGeZHBVveQghxK233hpL6F988cUO36+qarsXOiyPoxJRHi0piiImTJggAIgHH3xQDBw48LgJJMsjKp6y4Pk88eL9bfB8TonGPpCUEqqq4tVXXwUAWK1WXHnlla2WT548Ga+//jpGjRrV4TZmzJgRe9/u3buxdevWNuvU1dUhGAzi1FNPhcViabXs3HPPBRDtP9BSWVlZrE/M6tWrO9x/87Jzzz0XEyZM6HT9devWxeb/ae5MnUmOVx4A8Pjjj8c+w1NPPQWTydRqudlsxlNPPQUAUBQFTzzxRJttsDxau/XWW6GqKgYOHIj58+e3+U5baq9T/dq1awEAeXl5+MUvftHu++bMmRN7/umnn7ZZzjI5Kt7y2LZtG/75z38CAO666y7MmjWrw/dLkgStVtvmdZbHUfGWx7GefPJJbN68GSeccAJ+97vfdSkGlkdUPGXB83nixfvb4PmcEo0JJKXE8uXLYweWq6++GmazuUfbaTnU8e7du9ssz8nJgVarxaZNm+Dz+Votax4kpri4uM37mg9C+/btw4EDB9os93g8+OKLL2LrNs/z09EBruXrZ599dmcfKS2OVx5CCCxcuBAAcOKJJ+L0009vdzunn346TjjhBADAggULIIRotZzlcdS6detiF0l33313mxNwV4RCIQDA4MGDO1zH4XAgPz8fABAMBtssZ5lEJaI8nnnmGQghYDAYcM899/QoDpZHVCLKo6Xy8vLYzZRnnnkGer2+S+9jeSS+LDrC83nXxFsePJ9TUqS1/pP6jB/96EexZgwrVqzo8XYee+yx2Hbeeuutdte59NJLY30v3n//fbF27Vpx9913C1mWhdlsFjU1NW3e8+9//zu23VdffbXN8g8++EAAEA6HQ0QiEbFw4UIBQPTv37/dGM455xwBQOj1+k6bmqTL8cpj9+7dseW33HJLp9tq2Sl/z549bZazPKLuvPPO2Gc6ePBg7PXa2lrx7bffCpfLddxtnHLKKQKIDpLTkYaGhth+rrzyynbXYZnEXx6qqorc3FwBQFx88cWx18PhsCgvLxf79u0TgUCgS7GwPBLz+2jpkksuadNsritNWIVgeSS6LDrC83nXxFsePJ9TMjCBpKRrbGwUFotFANGO3511jD6eyy+/PHYg+vrrr9td57vvvhN5eXmx9ZofkiSJ5557rt337NixI7bez3/+8zbL77vvvlYXirW1tbH+G8ceZMPhcGyUzClTpvT4syZLV8rj/fffj30fjz/+eKfb+/vf/x5bd9GiRW2WszyiJk+eLACIIUOGCFVVxT//+U8xYsSIVt/JyJEjxeOPPy6CwWC723j66adj6z7zzDPtrvOb3/wmts7SpUvbXYdlEn95fPvtt7H1HnzwQXH48GHxs5/9rNUIiQaDQVx44YVi1apVncbC8kjM76PZa6+9JoDoQBwtL7i7mkD29fJIZFl0hufzrom3PHg+p2RgAklJ99JLL8UOHp2N7nU827Zti43QNXr06E7X3b17t7j22muF0+kURqNRnHHGGe0eDFsqKirqcNtnn322ACD+/Oc/x14bOXKkANp2Gl+/fn3s895zzz3d+ISp0ZXyeOaZZ2LrvPHGG51ur3n0NADin//8Z7vrsDyEcDqdAoCYPn26uO6669qcgFs+zjrrLOF2u9tsIxwOix/84AcCiA7aMnv2bPHuu++KjRs3irfeekvMnDmzy7+1vl4m8ZbHggULYsv/8Ic/iH79+nX4fkmSxN/+9rdO42F5xP/7EEKI+vr62Pfy7LPPtlrW1QRSiL5dHokqi87wfN518ZYHz+eUDEwgKemamxsAEDt37uzRNgKBQGyEMABi4cKFCY5SiKuuuip2sddyKOpgMCiMRqMA0KomYfbs2QKAmD17dqvt/O1vf4vF2dnw5OnSlfL461//Glvngw8+6HR7ixcvjq376KOPJizO3lQekUgkdke1eYS54uJiMW/ePFFfXy98Pp9YuXKlOP3002OxXn311e1uS1VV8dprr4mxY8e2ewExffp0sWTJkqR8jt5SJokojxdeeCG2rHkbF110kdiwYYMIBALi0KFD4plnnhEOhyO23nvvvZfQz8HyaOsnP/mJAKLTDBzbuqI7CWRP9IbySGRZdITn865LRHnwfE7JwASSkmr//v2xoadPP/30Hm+n+WACQPz4xz9OXIAtPPnkk7F9LFiwIPb6mjVrBBBtb+/3+2OvN9fknXDCCa2209wsR5Zl0dDQkJRYe6qr5fHggw/GvovOJqQXQojly5fH1n3ooYcSFmtvKo/GxsZWSZ7ZbG53UmWfz9cqMfzss8/arPPNN9+Iyy+/PHb3/tiH0WgU119/vaiqqkr45+gtZZKI8njqqadabeP8888XiqK02cbq1atjv7nRo0fH1YT/WCyP1r+PlStXCkmShFarFZ9//nmb9yc7gewN5ZHIY1VHeD7vukSUB8/nlAwchZWS6j//+Q9UVQUA/PjHP+7RNh5++GE899xzAIBJkybh6aefTlh8LbUcDrrlKF/NzydNmgSj0Rh7vXmksJ07d+LQoUMAACFEbKqFsWPHwm63JyXWnupqebT8nM0jf3ak5UifnQ0t3l29qTxaxgkAs2fPjo1215LJZMKf/vSn2P/nz5/favnq1atxxhln4N1330VpaSnmzZuHmpoahEIh7N+/H08//TRMJhNeffVVnHrqqfjmm28S+jl6S5kkojyO3cYjjzwCjUbTZhtnnnlmbLqCr776Ctu3b48r9pZYHkfLIxgM4mc/+xmEELj99ttx8sknJy/gDvSG8kjUsaojPJ93T6KPVTyfU6IwgaSkmjdvHgDAYDDg+9//frff/+yzz+Lee+8FEB1+evHixUkbUnzs2LFwOBwA2j/ANR/Qmg0dOjQ2ZPWaNWsAAF9//TXq6uoAZObw0l0tD5vNFnve1NTU6Ta9Xm/sudVqjTPCo3pTeWi12lYnxwsvvLDDdc8999zYfIGbNm2KvR4MBnHdddfB7XajuLgY69evx49+9CMUFRVBp9OhtLQUv/jFL7B69WoYjUYcOHAAN954Y0I/R28pk0SUR8vfSEFBAcaNG9fhNlpuv+U24sXyOPpd/ulPf8LOnTtRVlaGuXPnJi3WzvSG8khEWXSE5/PuS/SxiudzShQmkJQ0mzZtwtdffw0AuOyyy5CTk9Ot97/22muxydIHDhyIpUuXxua3SwZZljF58mQAwJYtW+D1eqGqamwy9mMPcAAwZcoUAEcPgpk8P1F3yqO0tDT2vL15m1rav39/7HlZWVmcUR7V28qj5XfT8vs9ltFojP2dN995BYAPP/wwNnfnL3/5y3bn2wKA0aNH40c/+hGAaJl//vnnccferDeVSbzl0dX3H7tuy23Ei+Vx9Lt85JFHAADnnXce3n//fcyfP7/No/ni2Ov1xl5bsWJFwj5DbymPeMuiPTyf91y85cHzOSUDE0hKmldeeSX2vLvNV999913ceOONUFUV/fr1w/Lly497kZYIzQclRVGwbt06fPnll3C73ZAkKXYwa6n5oLdq1apW/wKtm2xkgu6Ux6hRo2LPd+zY0em6LZePHDmyh9G1rzeVR8vvNBKJdLpu8/Lmu8kAWjVHHT9+fKfvnzBhQuz58cqvu3pLmcRbHj15/7HbSASWR1Rz07wXX3wR1113XbuP2tpaAEBtbW3stQcffDChn6M3lEe8ZXEsns/jk8hjFc/nlChMICkpwuFwrA1+QUEBLr744i6/d/ny5bj22muhKAry8vKwdOlSDB06NFmhtnJsO/3mO16jR49ut8au+aD3+eefo7GxMdbU4sQTT0RBQUEKIu6a7pbH4MGDUVJSAgBYuXJlp+s2H9T79++PQYMGxR9sC72pPFreMd2zZ0+H63k8ntiFbv/+/WOvt7wgUBSl032Fw+F235cIvaVM4i0Pp9OJk046CQCwb9++WN/i9uzevTv2vOU2EoHlkVl6Q3kksix4Po9fvOXB8zklAxNISooPPvgAhw8fBgD88Ic/7PJF7KeffooZM2YgGAzCbrfjo48+wujRo5MZaiuTJk2KdRxftWpVh+3zm40bNw4WiwWRSASvvvpqrPlHpjWv6G55SJKEGTNmAIjekVy/fn27661fvz52x3LGjBmQJCmBUfeu8pg5c2bs+3nnnXc6XO+dd96BEAJA6xPu4MGDY89bNuVpT8uLhJbvS4TeUibxlgeA2OA4Ho+n06aQb7/9dux5ou+cszyiRHRU+U4fAwcOBBBtQtn82ieffJLQz9EbyiMRvw2A5/NEibc8eD6npEjdgK/UlzTP+QNAbN68uUvv2bp1a2zCXIvFItasWZPkKNs3depUAUCYTCZRXFwsAIhXX321w/Wb51UcMmRI7DP/5z//SWHEx9eT8ti5c6fQarUCgJg4caLw+Xytlvt8vthcXlqtVnz77bfJCL1Xlce1114bG4J82bJlbZZXV1eL0tLS2LDmBw4ciC1zuVzCbDYLAMJms4kvvvii3X0sXrw4Nm1E//79RSQSSfjn6C1lEk95CCHEoUOHhM1mEwDESSed1O6w8vPmzYt95ksvvTQpn4Pl0TXJnsajWW8oj3jLgufzxIq3PHg+p0RjAkkJV19fH5vwdsyYMV16z65du0RhYWHsAPH444+L7du3d/pwuVxJif/+++9vNe8SAFFeXp6w9VOtJ+XR7J577ol9pnHjxon58+eLjRs3ivnz54tx48bFlv3+979PUvS9qzz27dsnCgoKBBCdr/Gee+4Rq1atEhs3bhRPP/107AIAgHjkkUfavL/lfF5Wq1X8/ve/FytWrBBbt24VH374obj11ltjFwkAxLx585LyOXpLmcRbHkII8fTTT8fWOeGEE8QLL7wgNm3aJFasWCFuu+222Hyddrs9aRdlLI+uSVUC2RvKI56y4Pk88RLx2+D5nBKJCSQl3DPPPBP7of/1r3/t0ntefPHFNgeJ4z1efPHFpMS/ZMmSVvspKyvrdP2PPvqo1frJvjjprp6UR7NIJCJuvvnmTsvhJz/5SVJquZr1tvLYsGGD6N+/f4ffpyRJ4r777mv3vaqqijvuuENIktRpmeh0OvG3v/0taZ+hN5VJPOXR7KGHHooliu09CgoKxNq1a5P2GVgeXZOqBLK3lEdPy4Ln8+SI97fB8zklEhNISrjJkycLAEKj0YjKysouvSeTTjhNTU2tanGuu+66Ttf3eDytLh5vuOGGpMTVUz0pj2MtWrRIzJgxQ5SUlAi9Xi9KSkrEjBkzxOLFixMcbVu9rTyEiDZHfeihh8T48eOFw+EQBoNBDB48WMyaNUts2rTpuO/ftGmT+PnPfy7GjBkjbDab0Gg0wuFwiAkTJoi77rpL7Ny5M6nx97Yyibc8hBBi48aN4qabbhKDBg0SBoNB2O12MWHCBPGHP/whabUrzVgeXZOqBLI3lUdPyoLn8+RJxG+D53NKBEmIIz1uiYiIiIiIiDrBUViJiIiIiIioS5hAEhERERERUZcwgSQiIiIiIqIuYQJJREREREREXcIEkoiIiIiIiLqECSQRERERERF1CRNIIiIiIiIi6hImkERERERERNQlTCCJiIiIiIioS5hAEhERERERUZcwgSQiIiIiIqIuYQJJREREREREXcIEkoiIiIiIiLqECSQRERERERF1yf8PTveJMFB9l1YAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# EXAMPLE: RASTER EXPOSURES WITH RASTER HAZARD\n",
    "from rasterio.warp import Resampling\n",
    "from climada.entity import LitPop, ImpactFuncSet, ImpactFunc\n",
    "from climada.hazard import Hazard\n",
    "from climada.engine import Impact\n",
    "from climada.util.constants import HAZ_DEMO_FL\n",
    "\n",
    "# Exposures belonging to a raster (the raser information is contained in the meta attribute)\n",
    "exp_ras = LitPop.from_countries(\n",
    "    countries=[\"VEN\"], res_arcsec=300, fin_mode=\"income_group\"\n",
    ")\n",
    "exp_ras.gdf.reset_index()\n",
    "exp_ras.check()\n",
    "exp_ras.plot_raster()\n",
    "print(\"\\n Raster properties exposures:\", exp_ras.meta)\n",
    "\n",
    "# Initialize hazard object with haz_type = 'FL' (for Flood)\n",
    "hazard_type = \"FL\"\n",
    "# Load a previously generated (either with CLIMADA or other means) hazard\n",
    "# from file (HAZ_DEMO_FL) and resample the hazard raster to the exposures' ones\n",
    "# Hint: check how other resampling methods affect to final impact\n",
    "haz_ras = Hazard.from_raster(\n",
    "    [HAZ_DEMO_FL],\n",
    "    haz_type=hazard_type,\n",
    "    dst_crs=exp_ras.meta[\"crs\"],\n",
    "    transform=exp_ras.meta[\"transform\"],\n",
    "    width=exp_ras.meta[\"width\"],\n",
    "    height=exp_ras.meta[\"height\"],\n",
    "    resampling=Resampling.nearest,\n",
    ")\n",
    "haz_ras.intensity[haz_ras.intensity == -9999] = 0  # correct no data values\n",
    "haz_ras.check()\n",
    "haz_ras.plot_intensity(1)\n",
    "print(\"Raster properties centroids:\", haz_ras.centroids.meta)\n",
    "\n",
    "# Set dummy impact function\n",
    "intensity = np.linspace(0, 10, 100)\n",
    "mdd = np.linspace(0, 10, 100)\n",
    "paa = np.ones(intensity.size)\n",
    "impf_dum = ImpactFunc(hazard_type, haz_id, intensity, mdd, paa, \"m\", \"dummy\")\n",
    "# Add the impact function to the impact function set\n",
    "impf_ras = ImpactFuncSet([impf_dum])\n",
    "impf_ras.check()\n",
    "\n",
    "# Exposures: rename column and assign id\n",
    "exp_lp.gdf.rename(columns={\"impf_\": \"impf_\" + hazard_type}, inplace=True)\n",
    "exp_lp.gdf[\"impf_\" + haz_type] = haz_id\n",
    "exp_lp.gdf.head()\n",
    "\n",
    "# Compute impact\n",
    "imp_ras = ImpactCalc(exp_ras, impf_ras, haz_ras).impact(save_mat=False)\n",
    "# nearest neighbor of exposures to centroids is not identity because litpop does not contain data outside the country polygon\n",
    "print(\n",
    "    \"\\n Nearest neighbor hazard.centroids indexes for each exposure:\",\n",
    "    exp_ras.gdf[\"centr_FL\"].values,\n",
    ")\n",
    "imp_ras.plot_raster_eai_exposure();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualization\n",
    "<a id='part3'></a> "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Making plots "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The expected annual impact per exposure can be visualized through different methods: `plot_hexbin_eai_exposure()`, `plot_scatter_eai_exposur()`, `plot_raster_eai_exposure()` and `plot_basemap_eai_exposure()` (similarly as with  `Exposures`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-16T09:22:39.209869Z",
     "start_time": "2020-10-16T09:22:36.580905Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:59:40,355 - climada.util.coordinates - INFO - Setting geometry points.\n",
      "2023-01-26 11:59:40,364 - climada.entity.exposures.base - INFO - Setting latitude and longitude attributes.\n",
      "2023-01-26 11:59:43,294 - climada.entity.exposures.base - INFO - Setting latitude and longitude attributes.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "imp_pnt.plot_basemap_eai_exposure(buffer=5000);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Making videos\n",
    "\n",
    "Given a fixed exposure and impact functions, a sequence of hazards can be visualized hitting the exposures."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 11:59:44,414 - climada.util.finance - INFO - GDP CUB 2016: 9.137e+10.\n",
      "2023-01-26 11:59:44,483 - climada.util.finance - INFO - Income group CUB 2016: 3.\n",
      "2023-01-26 11:59:44,483 - climada_petals.entity.exposures.black_marble - INFO - Nightlights from NASA's earth observatory for year 2016.\n",
      "2023-01-26 11:59:48,126 - climada_petals.entity.exposures.black_marble - INFO - Processing country Cuba.\n",
      "2023-01-26 11:59:48,987 - climada_petals.entity.exposures.black_marble - INFO - Generating resolution of approx 2.5 km.\n",
      "2023-01-26 11:59:49,129 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
      "2023-01-26 11:59:49,137 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:59:49,137 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:59:49,137 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:59:49,137 - climada.entity.exposures.base - INFO - geometry not set.\n",
      "2023-01-26 11:59:49,137 - climada.entity.exposures.base - INFO - centr_ not set.\n",
      "2023-01-26 11:59:49,159 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n",
      "2023-01-26 11:59:49,159 - climada.entity.exposures.base - INFO - category_id not set.\n",
      "2023-01-26 11:59:49,159 - climada.entity.exposures.base - INFO - cover not set.\n",
      "2023-01-26 11:59:49,167 - climada.entity.exposures.base - INFO - deductible not set.\n",
      "2023-01-26 11:59:49,167 - climada.entity.exposures.base - INFO - geometry not set.\n",
      "2023-01-26 11:59:49,167 - climada.entity.exposures.base - INFO - centr_ not set.\n",
      "2023-01-26 11:59:49,167 - climada.entity.exposures.base - INFO - Adding sea at 5 km resolution and 100 km distance from coast.\n",
      "2023-01-26 11:59:50,567 - climada.hazard.tc_tracks - INFO - Progress: 100%\n",
      "2023-01-26 11:59:50,589 - climada.hazard.centroids.centr - INFO - Convert centroids to GeoSeries of Point shapes.\n",
      "2023-01-26 12:00:02,901 - climada.util.coordinates - INFO - dist_to_coast: UTM 32616 (1/3)\n",
      "2023-01-26 12:00:09,800 - climada.util.coordinates - INFO - dist_to_coast: UTM 32617 (2/3)\n",
      "2023-01-26 12:00:32,928 - climada.util.coordinates - INFO - dist_to_coast: UTM 32618 (3/3)\n",
      "2023-01-26 12:00:42,661 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 23083 coastal centroids.\n",
      "2023-01-26 12:00:42,684 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:42,702 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 26071 coastal centroids.\n",
      "2023-01-26 12:00:42,733 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:42,750 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 29579 coastal centroids.\n",
      "2023-01-26 12:00:42,781 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:42,818 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 32525 coastal centroids.\n",
      "2023-01-26 12:00:42,849 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:42,865 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 35241 coastal centroids.\n",
      "2023-01-26 12:00:42,902 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:42,934 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 37535 coastal centroids.\n",
      "2023-01-26 12:00:42,981 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,002 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 39661 coastal centroids.\n",
      "2023-01-26 12:00:43,034 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,065 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 42459 coastal centroids.\n",
      "2023-01-26 12:00:43,103 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,118 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 43981 coastal centroids.\n",
      "2023-01-26 12:00:43,181 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,203 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 45805 coastal centroids.\n",
      "2023-01-26 12:00:43,250 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,266 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 47236 coastal centroids.\n",
      "2023-01-26 12:00:43,319 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,334 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 48530 coastal centroids.\n",
      "2023-01-26 12:00:43,381 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,404 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 48252 coastal centroids.\n",
      "2023-01-26 12:00:43,435 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,466 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 47331 coastal centroids.\n",
      "2023-01-26 12:00:43,504 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,535 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 45981 coastal centroids.\n",
      "2023-01-26 12:00:43,582 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,604 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 44618 coastal centroids.\n",
      "2023-01-26 12:00:43,635 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,667 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 43393 coastal centroids.\n",
      "2023-01-26 12:00:43,704 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,720 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 42463 coastal centroids.\n",
      "2023-01-26 12:00:43,767 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,782 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 41702 coastal centroids.\n",
      "2023-01-26 12:00:43,820 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,836 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 41057 coastal centroids.\n",
      "2023-01-26 12:00:43,869 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,900 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 40802 coastal centroids.\n",
      "2023-01-26 12:00:43,936 - climada.hazard.trop_cyclone - INFO - Progress: 100%\n",
      "2023-01-26 12:00:43,951 - climada.entity.exposures.base - INFO - Matching 21923 exposures with 49817 centroids.\n",
      "2023-01-26 12:00:43,951 - climada.util.coordinates - INFO - No exact centroid match found. Reprojecting coordinates to nearest neighbor closer than the threshold = 100\n",
      "2023-01-26 12:00:44,005 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,005 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,021 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,021 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,021 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,036 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,052 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,052 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,052 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,067 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,067 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,067 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,084 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,084 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-26 12:00:44,084 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,105 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,105 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,105 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,121 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,121 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,136 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,136 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,152 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,152 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,167 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,167 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,167 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,183 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,183 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,199 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,205 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,205 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,205 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,221 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,221 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,221 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,237 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,237 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,237 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,252 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,252 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,252 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,268 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,268 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,268 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,283 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,283 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,283 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,299 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,306 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,306 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,321 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,321 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,321 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,337 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,337 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,337 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,352 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,352 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,352 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,368 - climada.engine.impact - WARNING - The use of Impact().calc() is deprecated. Use ImpactCalc().impact() instead.\n",
      "2023-01-26 12:00:44,368 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n",
      "2023-01-26 12:00:44,368 - climada.engine.impact_calc - INFO - Calculating impact for 43962 assets (>0) and 1 events.\n",
      "2023-01-26 12:00:44,384 - climada.engine.impact - INFO - Generating video ./results/irma_imp_fl.gif\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "22it [09:44, 26.57s/it]                                                                                                \n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 900x1300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# exposure\n",
    "from climada.entity import add_sea\n",
    "from climada_petals.entity import BlackMarble\n",
    "\n",
    "exp_video = BlackMarble()\n",
    "exp_video.set_countries([\"Cuba\"], 2016, res_km=2.5)\n",
    "exp_video.check()\n",
    "\n",
    "# impact function\n",
    "impf_def = ImpfTropCyclone.from_emanuel_usa()\n",
    "impfs_video = ImpactFuncSet([impf_def])\n",
    "impfs_video.check()\n",
    "\n",
    "# compute sequence of hazards using TropCyclone video_intensity method\n",
    "exp_sea = add_sea(exp_video, (100, 5))\n",
    "centr_video = Centroids.from_lat_lon(exp_sea.latitude, exp_sea.longitude)\n",
    "centr_video.check()\n",
    "\n",
    "track_name = \"2017242N16333\"\n",
    "tr_irma = TCTracks.from_ibtracs_netcdf(provider=\"usa\", storm_id=track_name)  # IRMA 2017\n",
    "\n",
    "tc_video = TropCyclone()\n",
    "tc_list, _ = tc_video.video_intensity(\n",
    "    track_name, tr_irma, centr_video\n",
    ")  # empty file name to not to write the video\n",
    "\n",
    "# generate video of impacts\n",
    "file_name = \"./results/irma_imp_fl.gif\"\n",
    "imp_video = Impact()\n",
    "imp_list = imp_video.video_direct_impact(exp_video, impfs_video, tc_list, file_name)"
   ]
  }
 ],
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