{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Redundant Calibration Nightly Data Quality Notebook\n",
    "\n",
    "**Josh Dillon**, Last Revised 10/25/20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:46:50.399862Z",
     "start_time": "2020-10-25T03:46:50.370944Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:38.516803Z",
     "iopub.status.busy": "2021-12-15T08:37:38.515830Z",
     "iopub.status.idle": "2021-12-15T08:37:40.905529Z",
     "shell.execute_reply": "2021-12-15T08:37:40.906040Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>.container { width:100% !important; }</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "from hera_cal import io, redcal, apply_cal\n",
    "from hera_qm.metrics_io import load_metric_file\n",
    "import glob\n",
    "import os\n",
    "from copy import deepcopy\n",
    "import inspect\n",
    "import h5py\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'retina'\n",
    "display(HTML(\"<style>.container { width:100% !important; }</style>\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:46:50.541801Z",
     "start_time": "2020-10-25T03:46:50.536217Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.910921Z",
     "iopub.status.busy": "2021-12-15T08:37:40.909768Z",
     "iopub.status.idle": "2021-12-15T08:37:40.912994Z",
     "shell.execute_reply": "2021-12-15T08:37:40.912212Z"
    }
   },
   "outputs": [],
   "source": [
    "# If you want to run this notebook locally, copy the output of the next cell into the first few lines of this cell.\n",
    "\n",
    "# JD = \"2459117\"\n",
    "# data_path = '/lustre/aoc/projects/hera/H4C/2459117'\n",
    "# ant_metrics_ext = \".maybe_good.ant_metrics.hdf5\"\n",
    "# prefix = \".maybe_good\"\n",
    "# os.environ[\"JULIANDATE\"] = JD\n",
    "# os.environ[\"DATA_PATH\"] = data_path\n",
    "# os.environ[\"ANT_METRICS_EXT\"] = ant_metrics_ext\n",
    "# os.environ[\"OMNI_PREFIX\"] = prefix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:46:50.704067Z",
     "start_time": "2020-10-25T03:46:50.697009Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.919719Z",
     "iopub.status.busy": "2021-12-15T08:37:40.918937Z",
     "iopub.status.idle": "2021-12-15T08:37:40.922138Z",
     "shell.execute_reply": "2021-12-15T08:37:40.921555Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "JD = \"2459524\"\n",
      "data_path = \"/mnt/sn1/2459524\"\n",
      "ant_metrics_ext = \".ant_metrics.hdf5\"\n",
      "prefix = \".known_good\"\n"
     ]
    }
   ],
   "source": [
    "# Use environment variables to figure out path to data\n",
    "JD = os.environ['JULIANDATE']\n",
    "data_path = os.environ['DATA_PATH']\n",
    "ant_metrics_ext = os.environ['ANT_METRICS_EXT']\n",
    "try: \n",
    "    prefix = os.environ[\"OMNI_PREFIX\"]\n",
    "except:\n",
    "    prefix = ant_metrics_ext.replace('.ant_metrics.hdf5', '')\n",
    "print(f'JD = \"{JD}\"')\n",
    "print(f'data_path = \"{data_path}\"')\n",
    "print(f'ant_metrics_ext = \"{ant_metrics_ext}\"')\n",
    "print(f'prefix = \"{prefix}\"')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.926496Z",
     "iopub.status.busy": "2021-12-15T08:37:40.925944Z",
     "iopub.status.idle": "2021-12-15T08:37:40.928544Z",
     "shell.execute_reply": "2021-12-15T08:37:40.928914Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Date: 11-5-2021\n"
     ]
    }
   ],
   "source": [
    "from astropy.time import Time\n",
    "utc = Time(JD, format='jd').datetime\n",
    "print(f'Date: {utc.month}-{utc.day}-{utc.year}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:46:52.587417Z",
     "start_time": "2020-10-25T03:46:51.663274Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.934513Z",
     "iopub.status.busy": "2021-12-15T08:37:40.933653Z",
     "iopub.status.idle": "2021-12-15T08:37:40.963294Z",
     "shell.execute_reply": "2021-12-15T08:37:40.962757Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking for data in /mnt/sn1/2459524 on JD 2459524\n",
      "Found 372 data files.\n",
      "Found 38 data files with corresponding redcal solutions.\n"
     ]
    }
   ],
   "source": [
    "print('Looking for data in', data_path, 'on JD', JD)\n",
    "data_list = sorted(glob.glob(os.path.join(data_path, 'zen.{}.?????.sum.uvh5'.format(JD))))\n",
    "if len(data_list) == 0:\n",
    "    data_list = sorted(glob.glob(os.path.join(data_path, 'zen.{}.?????.uvh5'.format(JD))))\n",
    "print('Found {} data files.'.format(len(data_list)))\n",
    "\n",
    "# If only a subset of the data files have redcal run on them, then only look at those files\n",
    "data_list = [df for df in data_list if os.path.exists(df.replace('.uvh5', f'{prefix}.omni.calfits'))]\n",
    "print('Found {} data files with corresponding redcal solutions.'.format(len(data_list)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load Single File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:46:54.481156Z",
     "start_time": "2020-10-25T03:46:54.475608Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.968490Z",
     "iopub.status.busy": "2021-12-15T08:37:40.967635Z",
     "iopub.status.idle": "2021-12-15T08:37:40.971903Z",
     "shell.execute_reply": "2021-12-15T08:37:40.971318Z"
    }
   },
   "outputs": [],
   "source": [
    "# Pick middle of the night data file to examine\n",
    "example_file = data_list[len(data_list)//2]\n",
    "file_JD = '.'.join([s for s in example_file.split('.') if s.isdigit()])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:47:00.658715Z",
     "start_time": "2020-10-25T03:47:00.655163Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.976265Z",
     "iopub.status.busy": "2021-12-15T08:37:40.975393Z",
     "iopub.status.idle": "2021-12-15T08:37:40.979795Z",
     "shell.execute_reply": "2021-12-15T08:37:40.979216Z"
    }
   },
   "outputs": [],
   "source": [
    "# controls how many redundant baseline groups to plot. \n",
    "# 2 means the most common ee- and nn-polarized baseline.\n",
    "n_reds_to_plot = 2  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:47:05.784937Z",
     "start_time": "2020-10-25T03:47:01.553208Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:40.987158Z",
     "iopub.status.busy": "2021-12-15T08:37:40.986378Z",
     "iopub.status.idle": "2021-12-15T08:37:46.951320Z",
     "shell.execute_reply": "2021-12-15T08:37:46.952227Z"
    }
   },
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "bls must be a list of tuples of antenna numbers (optionally with polarization) or a list of baseline numbers.",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_29313/304491074.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0mreds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msorted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreds\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreverse\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m data, flags, nsamples = hd.read(\n\u001b[0;32m---> 13\u001b[0;31m     bls=[bl for red in reds[0:n_reds_to_plot] for bl in red])\n\u001b[0m\u001b[1;32m     14\u001b[0m \u001b[0mapply_cal\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcalibrate_in_place\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgains\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata_flags\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mflags\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcal_flags\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgain_flags\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/hera_cal/io.py\u001b[0m in \u001b[0;36mread\u001b[0;34m(self, bls, polarizations, times, frequencies, freq_chans, axis, read_data, return_data, run_check, check_extra, run_check_acceptability, **kwargs)\u001b[0m\n\u001b[1;32m    496\u001b[0m                                  \u001b[0mtimes\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfrequencies\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfrequencies\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfreq_chans\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfreq_chans\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mread_data\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mread_data\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    497\u001b[0m                                  \u001b[0mrun_check\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrun_check\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcheck_extra\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcheck_extra\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 498\u001b[0;31m                                  run_check_acceptability=run_check_acceptability, **kwargs)\n\u001b[0m\u001b[1;32m    499\u001b[0m                 \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    500\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mread_data\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/pyuvdata/uvdata/uvdata.py\u001b[0m in \u001b[0;36mread\u001b[0;34m(self, filename, axis, file_type, allow_rephase, phase_center_radec, unphase_to_drift, phase_frame, phase_epoch, orig_phase_frame, phase_use_ant_pos, antenna_nums, antenna_names, ant_str, bls, frequencies, freq_chans, times, polarizations, blt_inds, time_range, keep_all_metadata, read_data, phase_type, correct_lat_lon, use_model, data_column, pol_order, data_array_dtype, nsample_array_dtype, use_cotter_flags, remove_dig_gains, remove_coarse_band, correct_cable_len, correct_van_vleck, cheby_approx, flag_small_sig_ants, propagate_coarse_flags, flag_init, edge_width, start_flag, end_flag, flag_dc_offset, remove_flagged_ants, phase_to_pointing_center, skip_bad_files, multidim_index, background_lsts, run_check, check_extra, run_check_acceptability, strict_uvw_antpos_check, isource, irec, isb, corrchunk, pseudo_cont, lsts, lst_range, calc_lst, fix_old_proj, fix_use_ant_pos, make_multi_phase, ignore_name)\u001b[0m\n\u001b[1;32m  11235\u001b[0m                         \u001b[0mfix_old_proj\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfix_old_proj\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m  11236\u001b[0m                         \u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m> 11237\u001b[0;31m                         \u001b[0mmake_multi_phase\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmake_multi_phase\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m  11238\u001b[0m                     )\n\u001b[1;32m  11239\u001b[0m                     \u001b[0munread\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/pyuvdata/uvdata/uvdata.py\u001b[0m in \u001b[0;36mread\u001b[0;34m(self, filename, axis, file_type, allow_rephase, phase_center_radec, unphase_to_drift, phase_frame, phase_epoch, orig_phase_frame, phase_use_ant_pos, antenna_nums, antenna_names, ant_str, bls, frequencies, freq_chans, times, polarizations, blt_inds, time_range, keep_all_metadata, read_data, phase_type, correct_lat_lon, use_model, data_column, pol_order, data_array_dtype, nsample_array_dtype, use_cotter_flags, remove_dig_gains, remove_coarse_band, correct_cable_len, correct_van_vleck, cheby_approx, flag_small_sig_ants, propagate_coarse_flags, flag_init, edge_width, start_flag, end_flag, flag_dc_offset, remove_flagged_ants, phase_to_pointing_center, skip_bad_files, multidim_index, background_lsts, run_check, check_extra, run_check_acceptability, strict_uvw_antpos_check, isource, irec, isb, corrchunk, pseudo_cont, lsts, lst_range, calc_lst, fix_old_proj, fix_use_ant_pos, make_multi_phase, ignore_name)\u001b[0m\n\u001b[1;32m  11615\u001b[0m                     \u001b[0mstrict_uvw_antpos_check\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstrict_uvw_antpos_check\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m  11616\u001b[0m                     \u001b[0mfix_old_proj\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfix_old_proj\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m> 11617\u001b[0;31m                     \u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m  11618\u001b[0m                 )\n\u001b[1;32m  11619\u001b[0m                 \u001b[0mselect\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/pyuvdata/uvdata/uvdata.py\u001b[0m in \u001b[0;36mread_uvh5\u001b[0;34m(self, filename, axis, antenna_nums, antenna_names, ant_str, bls, frequencies, freq_chans, times, time_range, lsts, lst_range, polarizations, blt_inds, keep_all_metadata, read_data, data_array_dtype, multidim_index, background_lsts, run_check, check_extra, run_check_acceptability, strict_uvw_antpos_check, fix_old_proj, fix_use_ant_pos)\u001b[0m\n\u001b[1;32m  10760\u001b[0m             \u001b[0mstrict_uvw_antpos_check\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstrict_uvw_antpos_check\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m  10761\u001b[0m             \u001b[0mfix_old_proj\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfix_old_proj\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m> 10762\u001b[0;31m             \u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m  10763\u001b[0m         )\n\u001b[1;32m  10764\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_convert_from_filetype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0muvh5_obj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/pyuvdata/uvdata/uvh5.py\u001b[0m in \u001b[0;36mread_uvh5\u001b[0;34m(self, filename, antenna_nums, antenna_names, ant_str, bls, frequencies, freq_chans, times, time_range, lsts, lst_range, polarizations, blt_inds, keep_all_metadata, read_data, data_array_dtype, multidim_index, background_lsts, run_check, check_extra, run_check_acceptability, strict_uvw_antpos_check, fix_old_proj, fix_use_ant_pos)\u001b[0m\n\u001b[1;32m    939\u001b[0m                 \u001b[0mstrict_uvw_antpos_check\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    940\u001b[0m                 \u001b[0mfix_old_proj\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 941\u001b[0;31m                 \u001b[0mfix_use_ant_pos\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    942\u001b[0m             )\n\u001b[1;32m    943\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/pyuvdata/uvdata/uvh5.py\u001b[0m in \u001b[0;36m_get_data\u001b[0;34m(self, dgrp, antenna_nums, antenna_names, ant_str, bls, frequencies, freq_chans, times, time_range, lsts, lst_range, polarizations, blt_inds, data_array_dtype, keep_all_metadata, multidim_index, run_check, check_extra, run_check_acceptability, strict_uvw_antpos_check, fix_old_proj, fix_use_ant_pos)\u001b[0m\n\u001b[1;32m    456\u001b[0m             \u001b[0mlst_range\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    457\u001b[0m             \u001b[0mpolarizations\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 458\u001b[0;31m             \u001b[0mblt_inds\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    459\u001b[0m         )\n\u001b[1;32m    460\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/pyuvdata/uvdata/uvdata.py\u001b[0m in \u001b[0;36m_select_preprocess\u001b[0;34m(self, antenna_nums, antenna_names, ant_str, bls, frequencies, freq_chans, times, time_range, lsts, lst_range, polarizations, blt_inds)\u001b[0m\n\u001b[1;32m   7790\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbls\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mitem\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mbls\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   7791\u001b[0m                 raise ValueError(\n\u001b[0;32m-> 7792\u001b[0;31m                     \u001b[0;34m\"bls must be a list of tuples of antenna numbers \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   7793\u001b[0m                     \u001b[0;34m\"(optionally with polarization) or a list of baseline numbers.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   7794\u001b[0m                 )\n",
      "\u001b[0;31mValueError\u001b[0m: bls must be a list of tuples of antenna numbers (optionally with polarization) or a list of baseline numbers."
     ]
    }
   ],
   "source": [
    "# Load omnical gains and determine ex_ants\n",
    "hc = io.HERACal(example_file.replace('.uvh5', f'{prefix}.omni.calfits'))\n",
    "gains, gain_flags, _, _ = hc.read()\n",
    "ex_ants = [ant for ant in gain_flags if np.all(gain_flags[ant])]\n",
    "\n",
    "# Load the most common redundant baselines and calibrate\n",
    "hd = io.HERAData(example_file)\n",
    "reds = redcal.get_reds({ant: hd.antpos[ant] for ant in hd.data_ants}, pols=['ee', 'nn'])\n",
    "red_bl_map = {bl: red[0] for red in reds for bl in red} \n",
    "reds = redcal.filter_reds(reds, ex_ants=ex_ants)\n",
    "reds = sorted(reds, key=len, reverse=True)\n",
    "data, flags, nsamples = hd.read(\n",
    "    bls=[bl for red in reds[0:n_reds_to_plot] for bl in red])\n",
    "apply_cal.calibrate_in_place(data, gains, data_flags=flags, cal_flags=gain_flags)\n",
    "\n",
    "# Load omnical visibility solutions\n",
    "hdo = io.HERAData(example_file.replace('.uvh5', f'{prefix}.omni_vis.uvh5'))\n",
    "omni_data, omni_flags, omni_nsamples = hdo.read(\n",
    "    bls=[red_bl_map[red[0]] for red in reds[0:n_reds_to_plot]])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Inspect Single File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:47:08.266744Z",
     "start_time": "2020-10-25T03:47:07.382929Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:46.962050Z",
     "iopub.status.busy": "2021-12-15T08:37:46.961350Z",
     "iopub.status.idle": "2021-12-15T08:37:48.226623Z",
     "shell.execute_reply": "2021-12-15T08:37:48.227001Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 567,
       "width": 568
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,8))\n",
    "plt.scatter(np.array([hd.antpos[ant][0] for ant in hd.data_ants]), \n",
    "            np.array([hd.antpos[ant][1] for ant in hd.data_ants]), c='w', s=0)\n",
    "for ant in hd.data_ants:\n",
    "    pos = hd.antpos[ant]\n",
    "    bad = ant in [ant[0] for ant in ex_ants]\n",
    "    plt.gca().add_artist(plt.Circle(tuple(pos[0:2]), radius=7, \n",
    "                                    fill=(~bad), color=['grey','r'][bad]))\n",
    "    plt.text(pos[0],pos[1],str(ant), va='center', ha='center', color='w')\n",
    "plt.xlabel(\"Antenna East-West Position (meters)\")\n",
    "plt.ylabel(\"Antenna North-South Position (meters)\")\n",
    "plt.title('Antenna Positions on {} (Red = Flagged)'.format(file_JD));\n",
    "plt.axis('equal')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 1: Array and Flagged Antennas\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Check that the array configuration looks reasonable.\n",
    "* Check that all flags expected to be flagged are actually flagged but also that not everything is getting flagged."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:47:13.070357Z",
     "start_time": "2020-10-25T03:47:09.768380Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:48.233905Z",
     "iopub.status.busy": "2021-12-15T08:37:48.232950Z",
     "iopub.status.idle": "2021-12-15T08:37:48.235712Z",
     "shell.execute_reply": "2021-12-15T08:37:48.235011Z"
    },
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "# Plot redundant groups\n",
    "for red in reds[0:n_reds_to_plot]:\n",
    "    blvec = hd.antpos[red[0][1]] - hd.antpos[red[0][0]]\n",
    "    for func, plot, ylabel in zip([np.abs, np.angle], [plt.semilogy, plt.plot], ['Amplitude (Arbitrary Units)', 'Phase (Radians)']):\n",
    "        plt.figure(figsize=(16,4))\n",
    "        for bl in red:\n",
    "            plot(hd.freqs/1e6, func(np.median(data[bl], axis=0)))\n",
    "        plot(hd.freqs/1e6, func(np.median(omni_data[red_bl_map[red[0]]], axis=0)), 'k-', label='Omnical Visibility Solution')\n",
    "        plt.xlabel('Frequency (MHz)')\n",
    "        plt.ylabel(ylabel)\n",
    "        plt.legend(loc='lower right')\n",
    "        plt.title('{}-Polarized, {:f} m East, {:f} m North Visibility on {}'.format(red[0][2], blvec[0], blvec[1], file_JD))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 2: Example redundant baseline groups and omnical visibility solution for a single file.\n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Check that that there actually is something plotted and the data isn't all flagged somehow.\n",
    "* Check whether most of the baselines cluster together and that the black line follows the cluster.\n",
    "* Check whether there are any significant outliers (though it won't be clear as yet which antennas those are attributable to, see below)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load Whole Day"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:48:39.241020Z",
     "start_time": "2020-10-25T03:47:16.922374Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:48.286685Z",
     "iopub.status.busy": "2021-12-15T08:37:48.285500Z",
     "iopub.status.idle": "2021-12-15T08:37:49.799801Z",
     "shell.execute_reply": "2021-12-15T08:37:49.800458Z"
    }
   },
   "outputs": [],
   "source": [
    "# load all redcal metadata into dictionaries \n",
    "ee_iters_dict = {}\n",
    "nn_iters_dict = {}\n",
    "dlys_dict = {}\n",
    "flips_dict = {}\n",
    "times_dict = {}\n",
    "lsts_dict = {}\n",
    "histories_dict = {}\n",
    "ants = set([])\n",
    "apriori_exants = {df: set([]) for df in data_list}\n",
    "for df in data_list:\n",
    "    mf = df.replace('.uvh5', f'{prefix}.redcal_meta.hdf5')\n",
    "    (fc_meta, omni_meta, freqs, times_dict[mf], lsts_dict[mf], \n",
    "     antpos, histories_dict[mf]) = io.read_redcal_meta(mf)\n",
    "    ee_iters_dict[mf] = omni_meta['iter'][\"['ee']\"]\n",
    "    nn_iters_dict[mf] = omni_meta['iter'][\"['nn']\"]\n",
    "    flips_dict[mf] = fc_meta['polarity_flips']\n",
    "    dlys_dict[mf] = fc_meta['dlys']\n",
    "    ants |= set(fc_meta['dlys'].keys())\n",
    "    if '--ex_ants' in histories_dict[mf]:\n",
    "        for ant in histories_dict[mf].split('--ex_ants')[1].split('--')[0].strip().split():\n",
    "            apriori_exants[df].add(int(ant))\n",
    "\n",
    "ants = sorted(ants)\n",
    "times = np.array(list(times_dict.values())).flatten()\n",
    "lsts = np.array(list(lsts_dict.values())).flatten()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:50:18.794218Z",
     "start_time": "2020-10-25T03:48:39.245488Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:50.274074Z",
     "iopub.status.busy": "2021-12-15T08:37:50.020455Z",
     "iopub.status.idle": "2021-12-15T08:37:51.758829Z",
     "shell.execute_reply": "2021-12-15T08:37:51.759513Z"
    }
   },
   "outputs": [],
   "source": [
    "# Load xants/dead_ants/crossed_ants from ant metrics\n",
    "am_xants_dict = {}\n",
    "am_dead_ants_dict = {}\n",
    "am_crossed_ants_dict = {}\n",
    "for df in data_list:\n",
    "    amf = df.replace('.uvh5', ant_metrics_ext)\n",
    "    with h5py.File(amf, \"r\") as infile:\n",
    "        xants = infile['Metrics']['xants'][:]\n",
    "        dead_ants = infile['Metrics']['dead_ants'][:]\n",
    "        crossed_ants = infile['Metrics']['crossed_ants'][:]        \n",
    "        ex_ants_string = infile['Header']['history'][()].decode()\n",
    "        if '--apriori_xants' in ex_ants_string:\n",
    "            ex_ants_string = ex_ants_string.split('--apriori_xants')[1]\n",
    "            ex_ants_string = ex_ants_string.split('--')[0].strip()\n",
    "            for ant in ex_ants_string.split():\n",
    "                apriori_exants[df].add(int(ant))\n",
    "            \n",
    "    am_xants_dict[amf] = [(int(ant[0]), ant[1].decode()) for ant in xants]\n",
    "    am_dead_ants_dict[amf] = [(int(ant[0]), ant[1].decode()) for ant in dead_ants]\n",
    "    am_crossed_ants_dict[amf] = [(int(ant[0]), ant[1].decode()) for ant in crossed_ants]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:51.766026Z",
     "iopub.status.busy": "2021-12-15T08:37:51.764748Z",
     "iopub.status.idle": "2021-12-15T08:37:53.931989Z",
     "shell.execute_reply": "2021-12-15T08:37:53.931402Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found auto_metrics results file at /mnt/sn1/2459524/zen.2459524.10693.sum.auto_metrics.h5.\n"
     ]
    }
   ],
   "source": [
    "# Try to load auto_metrics\n",
    "glob_str = os.path.join(data_path, f'zen.{JD}*.auto_metrics.h5')\n",
    "auto_metrics_file = sorted(glob.glob(glob_str))\n",
    "\n",
    "# if it exists, load and extract relevant information\n",
    "if len(auto_metrics_file) > 0:\n",
    "    auto_metrics_file = auto_metrics_file[0]\n",
    "    print(f'Found auto_metrics results file at {auto_metrics_file}.')\n",
    "    \n",
    "    auto_metrics = load_metric_file(auto_metrics_file)\n",
    "    auto_ex_ants = auto_metrics['ex_ants']['r2_ex_ants']\n",
    "else:\n",
    "    print(f'No files found matching glob {glob_str}. Skipping auto_metrics.')\n",
    "    auto_ex_ants = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:58:19.974713Z",
     "start_time": "2020-10-25T03:50:18.798827Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:37:53.939958Z",
     "iopub.status.busy": "2021-12-15T08:37:53.939480Z",
     "iopub.status.idle": "2021-12-15T08:38:04.059864Z",
     "shell.execute_reply": "2021-12-15T08:38:04.060509Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "invalid value encountered in true_divide\n"
     ]
    }
   ],
   "source": [
    "# Load chisq and flagging info from omnical gains\n",
    "cal_list = [df.replace('.uvh5', f'{prefix}.omni.calfits') for df in data_list]\n",
    "ant_flags_dict = {}\n",
    "chisq_ee_dict = {}\n",
    "chisq_nn_dict = {}\n",
    "cspa_med_dict = {}\n",
    "\n",
    "for cal in cal_list:\n",
    "    hc = io.HERACal(cal)\n",
    "    _, flags, cspa, chisq = hc.read()\n",
    "    \n",
    "    ant_flags_dict[cal] = {ant: np.all(flags[ant]) for ant in flags}\n",
    "    chisq_ee_dict[cal] = chisq['Jee']\n",
    "    chisq_nn_dict[cal] = chisq['Jnn']\n",
    "    cspa_med_dict[cal] = {ant: np.nanmedian(cspa[ant], axis=1) for ant in cspa}\n",
    "\n",
    "cspa = {ant: np.hstack([np.squeeze(cspa_med_dict[cal][ant]) / \\\n",
    "                        ~ant_flags_dict[cal][ant] for cal in cal_list]) for ant in ants}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T03:59:46.939793Z",
     "start_time": "2020-10-25T03:58:19.979391Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:04.076182Z",
     "iopub.status.busy": "2021-12-15T08:38:04.075191Z",
     "iopub.status.idle": "2021-12-15T08:38:06.134939Z",
     "shell.execute_reply": "2021-12-15T08:38:06.135489Z"
    }
   },
   "outputs": [],
   "source": [
    "# save middle-numbered ants with a minimal number of flags\n",
    "ants_to_save = {}\n",
    "for pol in ['Jee', 'Jnn']:\n",
    "    min_flags = np.min([np.sum(~np.isfinite(cspa[ant])) \n",
    "                        for ant in cspa if ant[1] == pol])\n",
    "    ant_candidates = sorted([ant for ant in cspa if ant[1] == pol and \n",
    "                             np.sum(~np.isfinite(cspa[ant])) == min_flags])\n",
    "    Nac = len(ant_candidates)\n",
    "    ants_to_save[pol] = ant_candidates[(Nac // 2 - 1):(Nac // 2 + 1)]\n",
    "\n",
    "# Reload omnical gains\n",
    "gain_dict = {}\n",
    "for cal in cal_list:\n",
    "    hc = io.HERACal(cal)\n",
    "    gains, _, _, _ = hc.read()\n",
    "    gain_dict[cal] = {ant: gains[ant] for pol in ants_to_save \n",
    "                      for ant in ants_to_save[pol]}\n",
    "\n",
    "gains = {ant: np.vstack([gain_dict[cal][ant] for cal in gain_dict]) \n",
    "         for pol in ants_to_save for ant in ants_to_save[pol]}    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Inspect Whole Day"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:21:38.555950Z",
     "start_time": "2020-10-25T17:21:34.059523Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:06.187009Z",
     "iopub.status.busy": "2021-12-15T08:38:06.161597Z",
     "iopub.status.idle": "2021-12-15T08:38:09.633476Z",
     "shell.execute_reply": "2021-12-15T08:38:09.633899Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1008x4358.92 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 3335,
       "width": 828
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Build up exants grid\n",
    "#0 = AM dead, 1 =  AM crossed, 2 = auto_metrics, 3 = apriori, 4 = redcal, 5 = no flags \n",
    "exants_grid = np.zeros((len(ants),len(cal_list))) + 5.0\n",
    "\n",
    "# if flagged for any reason, then it's at least a redcal flag\n",
    "for f, cal in enumerate(ant_flags_dict):\n",
    "    for i, ant in enumerate(ants):\n",
    "        if ant_flags_dict[cal][ant]:\n",
    "            exants_grid[i, f] = 4.0\n",
    "\n",
    "# next a priori flag, but override if necessary\n",
    "for f, df in enumerate(apriori_exants):\n",
    "    for i, ant in enumerate(ants):\n",
    "        if ant[0] in apriori_exants[df]:\n",
    "            exants_grid[i, f] = 0.0\n",
    "\n",
    "# next auto_metrics, but override with ant_metrics if also that\n",
    "for f in range(len(ant_flags_dict)):\n",
    "    for i, ant in enumerate(ants):\n",
    "        if ant[0] in auto_ex_ants:\n",
    "            exants_grid[i, f] = 2.0\n",
    "\n",
    "# ant_metrics\n",
    "for f, amf in enumerate(am_xants_dict):\n",
    "    for i, ant in enumerate(ants):\n",
    "        if ant in am_dead_ants_dict[amf]:\n",
    "            exants_grid[i, f] = 0.0                \n",
    "        elif ant in am_crossed_ants_dict[amf]:\n",
    "            exants_grid[i, f] = 1.0\n",
    "\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "color_order = ['magenta', 'cyan', 'red', 'gold', 'green', 'black']\n",
    "cmap = matplotlib.colors.ListedColormap(color_order)\n",
    "bounds=np.arange(len(color_order)+1)\n",
    "norm = matplotlib.colors.BoundaryNorm(bounds, cmap.N)\n",
    "            \n",
    "fig = plt.figure(figsize=(14,len(ants)/4.625))\n",
    "im = plt.imshow(exants_grid, aspect='auto', cmap=cmap, norm=norm, interpolation='nearest',\n",
    "                extent=[times[0], times[-1], len(ants), 0])\n",
    "plt.yticks(np.arange(len(ants))+.5, \n",
    "           labels = ['{}{}'.format(ant[0], ant[1][-1]) for ant in ants]);\n",
    "plt.grid(color='w', linestyle='-', linewidth=1.5, axis='y')\n",
    "plt.xlabel('LST (Hours)')\n",
    "plt.gca().set_xticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                          for t in plt.gca().get_xticks()]] * 12 / np.pi, 2))\n",
    "\n",
    "divider = make_axes_locatable(plt.gca())\n",
    "cax = divider.new_vertical(size=.4, pad=0.5, pack_start=False)\n",
    "fig.add_axes(cax)\n",
    "cbar = fig.colorbar(im, cax=cax, orientation=\"horizontal\")\n",
    "cbar.set_ticks(.5 + np.arange(len(color_order)))\n",
    "cbar.set_ticklabels(['Ant_Metrics: Dead',\n",
    "                     'Ant_Metrics: Crossed',\n",
    "                     'Auto_Metrics Outlier',\n",
    "                     'A Priori Status Flag', \n",
    "                     'Redcal Flag',\n",
    "                     'No Flags', ])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 3: Antenna Flagging\n",
    "Shows progressive stages of flagging. Note that \"crossed\" means relatively low power in Vxx and Vyy compared to Vxy and Vyx. This may be because the antenna is broken and all 4 pols have similar power levels, in which case it would still be an outlier according to this metric. \n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Check for new antennas that went bad but weren't in the a priori list. If these are consistently flagged, mark the antenna as \"calibration triage\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:22:46.516704Z",
     "start_time": "2020-10-25T17:22:43.844419Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:09.641595Z",
     "iopub.status.busy": "2021-12-15T08:38:09.640610Z",
     "iopub.status.idle": "2021-12-15T08:38:10.203205Z",
     "shell.execute_reply": "2021-12-15T08:38:10.202779Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "All-NaN slice encountered\n",
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAB3wAAAS3CAYAAAANRQtZAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8/fFQqAAAACXBIWXMAABYlAAAWJQFJUiTwAABYN0lEQVR4nOzde7yu53zv++8vpgQhcUpEiRwcwrbYSIpIVSSlaVqkRVlWlVQPaNWplqKraGmr2tLY1VYdQqtoY2G3TVUdQrc0XQRVSuI0lcYxISEnSfz2H889ZGR0zDnH4RmZufK836/XeN3zuQ/XdT9jzn/i47rv6u4AAAAAAAAAMJ49dvcNAAAAAAAAALAxgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAcI1QVSdXVVfV83b3vexOVXXw9Hvo3X0vG+HvEQAA4Ool+AIAALAlloW/Xf08ZTfe4wlV9byqOnp33cM8VdVpq/x+v1NVX6uqT1bVX1XV06rqgN19rwAAAMzHtt19AwAAAFzrXZbkvJ0cv3DafinJWUm+vuV3dKUTkjxm+vNpV+O8W+2SJOdPf94jyT5Jbp7ksCQPT/Kiqnplkl/p7gtXHwIAAIARCL4AAABstdO7++hdndTdz0ryrK2/nYXwpu5+7PIdVbV/kqOS/HyS45I8Psl9quoHuvtbV/8tAgAAMA8e6QwAAAALoLu/2t1v6e4fSfIzSTrJXZO8cvfeGQAAAJsh+AIAAHCNsOydv89bsf/gpffRTp/vXVWnVNWXquqKqnrpsnMPqao/rqqzq+riqrqoqj4/vdv2WVV18+m8o6fxlh7n/NyV775d5f6qqh5RVX9XVV+uqkur6j+r6n1V9dSqutmK829ZVU+Yzv/UdC8XVNWHq+r5VXXjuf4C16G7X5Pk96ePD6+qu652XlXdsKqeXVUfqKrzq+qS6bucVFUHrnfeqjq0qp5eVe+qqs9N432zqs6Y9l9/lWtePf2dnLKLsZ8/nXf6iv37V9WLq+pjVXXhNOcXqur0qvqNqjpovd8DAADgmsQjnQEAABhGVf1kktdn9t+z5ye5Ytmxe2T2Ht4bTbsuy+z9wLeZfu6X5MNJ3p7kO0m+kmTfJNebzvv2TubdN8kpSX5o2tXT/Ack+b4k903yjSQnL7vsZUkeuuzzNzN7l+7dpp//UVVHd/cX1/bt5+7FSX45yZ5J/nuSjy4/WFV3SvL3SZaC6OVJLk1yuyRPSvJTVfWg7n7/Oub8qySHT39e+h3um+Re088jq+qYFY+YfmWSE5M8qKpu1t3nrhy0qipXxvtXL9t/UJJ/TnLLadcVSS5Icqskt05yZJJzkvzJOr4DAADANYoVvgAAAIzkVUneluSQ7r5xkhskeel07Pcyi73/kuQe3b1nd98kyd5Jvn867/wk6e7Tu/uAJG9aura7D1j+s2Le12cWey9O8uQkN53Gvn6SuyT5jcyC73KfSvJrSe6c5PrT+ddLcnSSDyS5bZI/3cwvYzO6+6tJzpw+3nf5sSlwn5pZ7H1rkntk9h1umOSQJH+e5CZJ3rzOlcofTvKUzKLx9Zb9Dh+c5OwkRyT5nRX3eXqSf88sTP+PHYx77HSvF+bKv9MkeW5msffTSX4wyZ7dfdNc+ff2giRfXsf9AwAAXONY4QsAAMBWu09V7Siq/X13n7iOsf41yU9293eTpLsvT7J9Onbvafvk7v7w0gXdfVGSD04/61ZVxyf50cxWpP5Ed7992djfSfKx6ecquvtZq+y7LMl7q+q4JJ9McnxVHdLdn9vIvc3Bv2W2yvWQFfufkeTgzOL6T3T39x5x3d3bk/z09Ajr45P8bGaxfZe6++dW2Xdpkr+pqo8nOSvJY6vqGdPf25JXJvmDzFb6nrTK0D8zbU9ZsTp46d/Er3X3P62Yc9W/NwAAgNFY4QsAAMBWu26SW+zg5ybrHOv3l2LvKi6YtrfcwfGN+ulp+w/LY+9mdPd5SZbeNXvkPMbcoKVVyTddsX/p8cgvWR57V3jDtH3APG6kuz+b5OOZrdq+24rDr8vsMdx3q6q7Lz8wrUb+8enjq1dct1X/JgAAAK4xrPAFAABgq723u4+e01j/vJNjp2a2AvR1VfXyzB5FfOa0qnYzllaJnrreC6vqnkken+Q+mb0zdu9VTvu+jd/a3Hwv6lbVgZnda5L8dVXtKLDvOW0PXM9EVfWAzFbk3jOzEHv9VU67yu+ku8+tqrcm+cnM/o4/vOzwozJ7VPanuvt9K8Y5NbN3A7+oqm6f2XuYz+jui9dzzwAAANdkVvgCAAAwkq/t5NgzMls1e6Mkz8wsDl9QVe+uqidU1WphcS1uMW3/Yz0XVdWvJDkjs0B5WGZR8htJvjL9XDKduloEvrosrbBe/v7h5ath98uuV2ffYK2TVdVJSd6R5JFJDs3s/4h+Xq78nSzF+dV+J6+cto+qqj2X7V96nPNrVrnmRUn+38zi9BOTvDuzfxOnV9Uz1vn+YQAAgGskwRcAAIBhdPcVOzl2bpIfyOwRwydltgp0zyT3T/LyJB+rqlvv6Pp5qqo7ZxYbK8n/k+TOSfbq7pt29wHdfUBmq00znbO73GXafnbZvuX/W8G+3V27+Dl4LRNV1Y8keVKSK5I8L8ntMvud3GzZ7+Rflk5fZYh3JvlckpslefA05p2THDGN+dqVF3T3pd39kMwem/27mQX4Xvb57Kr6v9dy/wAAANdUgi8AAADXGj3zzu5+cnffI8nNk/xCZqtID03ykg0M+5Vpe9A6rnloZv/N/Q/d/aTu/vdVYvUtVrnualNV+yc5fPr4T8sOfWXZn/+vOU758Gn7yu5+fnd/ZpX3A+/wdzKdu/SO3hOn7eOm7T909zk7ufaM7n5mdx+Z2crk/57Ziu39cuXKYQAAgCEJvgAAAFxrdfc3uvsVSZ497brfilOW3k+7s1W2Z0zb49cx9dJK4g+vdrCq9s6V7wbeXZ6R2QroTvKXSzu7+3O5Mvr+xBzn29Xv5KDMVv3uzGsyW837w9P5PzXtf/WOL7mq7r6wu9+Y5OenXYdPfx8AAABDEnwBAAAYXlXtUVXbdnLKxdN2rxX7L5i2N97Jta+btg+squPWeEvnT9u77OD4czJ71/BuUVWPTfL06eMbu/tjK045edo+sarutJNxqqr2XeO0u/qd/FZ28Xjr7v7PJH+f5DpJXp/ZCt2vZfae3tXub8/V9k+W/k1UZuEbAABgSIIvAAAA1wb7JPl0VT2nqu5SVddJvheCj03ywum8f1hx3cen7XFVdcsdjP33008leXNVPamqbjyNv+c03+9X1QnLrvnHafujVfXsqrrBdP5+VfXiJM9Kcu6Gv+0GVNXNq+qEqjo1s5WyleQjuXKl63K/k9l7ffdO8t6qekxV3XDZWAdW1c8lOTPJj6/xFpZ+J79QVT+zFGOr6jZV9drMHrP8jTWMs/QI5qOm7V9092U7OPdjVfVbVfX9y+arqrpnkpdN53ygu9cyLwAAwDWS4AsAAMC1xUFJXpDko0kurqpzk3wnyTsze5zwZ5M8bcU1b8ns/b53SPLFqvpSVW2vqu1LJ0zvjn1UkvcmuUGSk5KcW1XnZbZK9KPTuDdeds07kvzv6eMLk3x7Ov8rSX4ls0cQ/+28vvgqHlFVX55+vlJVF2e2EvYtSX4kyWVJ/jjJUd397ZUXd/c3k/xwkk9ktor25CTnV9W5VXVRZu+/fUWSu2f2SOi1ODmzx2NvS/KqJBdV1TeSfD7JTyd5bma/y135uyRfWvZ5Z49z3j+zuP5/pvnOTXJpkn9JctckX0/ys2u8fwAAgGskwRcAAIBrgwuS/FiSl2YW976W2SOTL0zygcweoXy37v7i8ou6++tJ7p9ZnP1aZnHzoOln+XnfTHJMksdkFpDPS3LDzMLje5M8Jf/1scKPSPKrmUXTyzJbUfv+JI/p7sdt9gvvwvWS3GL6uUmSi5KcneSUzOL0gd39xO6+aEcDdPenMwu6T0zynsy+8z5JLs8szL4ss3ci//labqi7v5Pkh3Ll6uHvTmP9Y5IHdfdvrnGcy5P8zfTxA6s8jnq5hyT57cx+7+dk9nf2nen+fyfJnbt7LZEZAADgGqtm/0dlAAAAgDFU1dlJbp/kCd39J7v7fgAAAHYnwRcAAAAYxvRO5ndmtnr7+7r7gt18SwAAALuVRzoDAAAAQ6iqmyd58fTx1WIvAACAFb4AAADANVxV/V6Sn0xyQJLrJvl6Zu/f/epuvTEAAIBrACt8AQAAgGu6myc5MMnFSd6R5BixFwAAYMYKXwAAAAAAAIBBWeELAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACD2ra7b4D5qqrPJdknyfbdfCsAAAAAAADA2hyc5ILuPmS9Fwq+1z77XP/617/pne50p5vu7hsBAAAAAAAAdu0Tn/hELr744g1dK/he+2y/053udNMzzzxzd98HAAAAAAAAsAaHH354PvShD23fyLXe4QsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQS1s8K2qW1fVq6vqnKq6tKq2V9VLq+omV+c4VfWqqurp53Yb+zYAAAAAAADAItq2u29gd6iq2yY5Pcn+Sd6W5JNJ7pnkyUmOq6qjuvvcrR6nqh6U5GeSfDvJDTf1pQAAAAAAAICFs6grfF+eWaT95e4+obt/tbuPSfKSJIcleeFWj1NV+yX5syRvSnLmxr8KAAAAAAAAsKgWLvhW1aFJHphke5I/WnH4uUkuTPLoqtp7i8d5xbT9xbXeOwAAAAAAAMByCxd8kxwzbd/R3d9dfqC7v5Xk/UlukOTeWzVOVT02yQlJHr+WR0cDAAAAAAAArGYRg+9h0/bsHRz/1LS9w1aMU1UHJfnDJH/R3W/dxRwAAAAAAAAAO7Rtd9/AbrDvtD1/B8eX9t943uNU1R5JXpvk20l+eRfj71RV7ei9v3fczLgAAAAAAADAOBYx+O5KTdvegnGemuR+SX60u7+xyfEBAAAAAACABbeIwXdp5e2+Ozi+z4rz5jJOVd0+yQuTvKa7T13Dfe5Udx++2v5p5e89Njs+AAAAAAAAcM23iO/wPWva7ugdvbeftjt6N+9Gx7lzkr2SnFhVvfwns1W/SfKpad8Ju5gbAAAAAAAAYCFX+L5n2j6wqvbo7u8uHaiqGyU5KsnFSc6Y8zjbk7xqB2P9aJIDkvx1kgumcwEAAAAAAAB2auGCb3d/pqrekeSBSX4xycuWHX5+kr2T/Gl3X5gkVXXdJLdNcll3f2aj43T3R5L87Gr3VFWnZRZ8n93dn57D1wQAAAAAAAAWwMIF38kTk5ye5KSqOjbJJ5LcK8n9M3sE83OWnXur6fjnkxy8iXEAAAAAAAAA5moR3+GbaaXuEUlOzizQPj2zVbwnJTmyu8+9OscBAAAAAAAA2IhFXeGb7v5CkhPXcN72JLXZcXYxx9GbuR4AAAAAAABYTAu5whcAAAAAAADg2kDwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAINa2OBbVbeuqldX1TlVdWlVba+ql1bVTbZqnKq6fVU9s6reXVVfqKrvVNVXquptVXX/+X07AAAAAAAAYBFs2903sDtU1W2TnJ5k/yRvS/LJJPdM8uQkx1XVUd197haM85tJHpHk35OcmuS8JIcleXCSB1fVk7v7pPl8SwAAAAAAAODabiGDb5KXZxZpf7m7X7a0s6r+IMlTk7wwyeO3YJy3J3lRd394+SBVdb8k/5jkxVX11939pQ19KwAAAAAAAGChLNwjnavq0CQPTLI9yR+tOPzcJBcmeXRV7T3vcbr75JWxd9r/3iSnJdkzyX3W/m0AAAAAAACARbZwwTfJMdP2Hd393eUHuvtbSd6f5AZJ7n01jbPksml7+RrPBwAAAAAAABbcIgbfw6bt2Ts4/qlpe4eraZxU1UFJjk1yUZL37er86ZozV/tJcse1XA8AAAAAAACMbxHf4bvvtD1/B8eX9t/46hinqvZK8vokeyX5n939jV3MCwAAAAAAAJBkMYPvrtS07a0ep6quk+TPkxyV5E1Jfm+tg3f34TsY88wk91j7bQIAAAAAAACjWsRHOi+tvN13B8f3WXHelowzxd6/SPLwJH+V5Ke6e7ORGQAAAAAAAFggixh8z5q2O3q37u2n7Y7ezbvpcapqW5I3JHlkkr9M8qjuvnwX8wEAAAAAAABcxSIG3/dM2wdW1VW+f1XdKLPHK1+c5IytGKeq9kxySmYre1+X5NHdfcUGvgcAAAAAAACw4BYu+Hb3Z5K8I8nBSX5xxeHnJ9k7yeu6+8IkqarrVtUdq+q2mxlnGmuvJG9J8pAkr0pyYnd/dz7fDAAAAAAAAFg023b3DewmT0xyepKTqurYJJ9Icq8k98/sEczPWXburabjn88s7m50nCT5kyTHJ/l6kv9M8utVtfLeTuvu0zb+1QAAAAAAAIBFsZDBt7s/U1VHJPmNJMdlFmG/lOSkJM/v7vO2aJxDpu3Nk/z6ToY+bY1fBQAAAAAAAFhgCxl8k6S7v5DkxDWctz3Jf1mGu95xpnOPXuPtAQAAAAAAAOzSwr3DFwAAAAAAAODaQvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUIIvAAAAAAAAwKAEXwAAAAAAAIBBCb4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGJTgCwAAAAAAADAowRcAAAAAAABgUNvmMUhV3SHJDyX5wSS3SXLzJBcn+WqSjyR5T5J3d/cl85gPAAAAAAAAgE0G36p6ZJInJjlqadcqpx2b5GlJvllVJyd5WXdv38y8AAAAAAAAAGzwkc5Vdf+q+nCSv0zy35K8NsnPJ7lbkgOS7Jlk3ySHJjk+yW8mOSvJU5N8oqpeVFX7bPruAQAAAAAAABbYRlf4vivJh5I8Isnbuvs7q5zzrelne5K3J3leVd0+yeOT/FKSb2cWggEAAAAAAADYgI0G34d19/9e70Xd/akkT6+qFyc5eINzAwAAAAAAAJANBt+NxN4V1385yZc3MwYAAAAAAADAotvQO3wBAAAAAAAA2P3mEnyr6uCqOr6q9l62b1tVPb+q/rWqTq+qH5/HXAAAAAAAAADMbPQdvis9N8mDk9xi2b5fS/K/ln3+q6q6b3efMac5AQAAAAAAABbavB7pfGSSd3X35UlSVXskeWKSTya5TZJ7JrkwyVPnNB8AAAAAAADAwptX8L1Fks8v+3y3JDdP8kfd/cXu/mCStyX5/jnNBwAAAAAAALDw5hV8r5ukl30+avr87mX7vpjklnOaDwAAAAAAAGDhzSv4fjHJXZd9Pj7J17v7E8v27Z/kgjnNBwAAAAAAALDwts1pnL9N8tSq+r0klyR5QJLXrDjnjrnqY58BAAAAAAAA2IR5Bd/fTXJCkqdNn/8zyXOXDlbVQUnuk+Qlc5oPAAAAAAAAYOHNJfh291er6i5Jjp12vbe7v7XslBtmFoP/YR7zAQAAAAAAADC/Fb7p7osze7Tzasc+nuTj85oLAAAAAAAAgGSP3X0DAAAAAAAAAGzM3Fb4VtVNk/xMknsmuUmS66xyWnf3savsBwAAAAAAAGCd5hJ8q+qOSU5Lsl+S2smpPY/5AAAAAAAAAJjfI51/L8n+SV6U5NAk1+3uPVb5WW3VLwAAAAAAAAAbMK9HOt83yd9197PnNB4AAAAAAAAAuzCvFb6V5N/nNBYAAAAAAAAAazCv4HtmksPmNBYAAAAAAAAAazCv4PsbSY6vqqPnNB4AAAAAAAAAuzCvd/gemORtSd5RVW/IbMXvN1c7sbtfN6c5AQAAAAAAABbavILvyUk6s3f5Pnr66RXn1LRP8AUAAAAAAACYg3kF3xPnNA4AAAAAAAAAazSX4Nvdr53HOAAAAAAAAACs3R67+wYAAAAAAAAA2BjBFwAAAAAAAGBQGwq+VfWvVfWQDV67f1X9YVU9cyPXAwAAAAAAADCz0RW+30jylqr6RFU9s6oO2dnJVbVXVf1IVb0hyfYkj0ny8Q3ODQAAAAAAAECSbRu5qLuPrqqHJXlBkt9O8ltV9eUkH0zypcyC8PWS3CzJHZPcNcl1k1yW5OQkv97dX9303QMAAAAAAAAssA0F3yTp7lOSnFJVD0jyuCT3T/KgVU69IslHkrw5yau6+2sbnRMAAAAAAACAK204+C7p7n9M8o9JUlWHJblNZit7L07y1SQf7+4LNjsPAAAAAAAAAFe16eC7XHefleSseY4JAAAAAAAAwOr22N03AAAAAAAAAMDGCL4AAAAAAAAAgxJ8AQAAAAAAAAYl+AIAAAAAAAAMSvAFAAAAAAAAGNTCBt+qunVVvbqqzqmqS6tqe1W9tKpustXjVNV9qurUqjqvqi6qqo9W1VOq6jqb/2YAAAAAAADAoti2u29gd6iq2yY5Pcn+Sd6W5JNJ7pnkyUmOq6qjuvvcrRinqh6S5M1JLknypiTnJXlQkpckOSrJw+fxHQEAAAAAAIBrv7ms8K2qt1XVj1RVzWO8q8HLM4u0v9zdJ3T3r3b3MZlF18OSvHArxqmqfZL8WZIrkhzd3Y/r7mckuVuSf07ysKp65Oa/HgAAAAAAALAI5vVI5wcl+dskn6uq51TVAXMad+6q6tAkD0yyPckfrTj83CQXJnl0Ve29BeM8LMl+Sd7Y3R9c2tndlyT5tenjE9bxdQAAAAAAAIAFNq/ge0SSVyW5aZLfTPIfVXVKVT1gTuPP0zHT9h3d/d3lB7r7W0nen+QGSe69BeMsXfP2VcZ7X5KLktynqvba1ZcAAAAAAAAAmEvw7e4PdffPJ7llZitU/y3JTyR5e1V9pqr+Z1XtN4+55uCwaXv2Do5/atreYQvG2eE13X15ks9l9l7lQ3cxNwAAAAAAAMDcVvgmSbr7wu7+0+4+PMn3Z7bqd78kv53kC1X1xqo6ep5zbsC+0/b8HRxf2n/jLRhnXnOnqs5c7SfJHXd1LQAAAAAAAHDtMNfgu1x3nzmt+j0uyTlJ9kzyk0neVVX/VlUnbNXcm1TTtnfDOPOaGwAAAAAAAFgA27Zi0Kq6XpJHJPmFJPfKLGT+a5LXJLnHdOzNVfWU7n7ZVtzDTiytot13B8f3WXHePMeZ19yZVlH/F9Mq33vs6noAAAAAAABgfHNd4VtVd66qP8xsRe+rk9w9yV8m+YHuvnt3n9Tdj83svbZnJ3naPOdfo7Om7Y7e0Xv7abujd/NuZpwdXlNV25IckuTyJJ/dxdwAAAAAAAAA8wm+VfVTVfVPST6a5ElJvpHkWUkO7O5Hd/fpy8/v7i8keVOSA+cx/zq9Z9o+sKqu8v2r6kZJjkpycZIztmCcd0/b41YZ7weT3CDJ6d196a6+BAAAAAAAAMC8Vvi+LsmRSU5N8mNJbtfdv9vdX9/JNWcl+ac5zb9m3f2ZJO9IcnCSX1xx+PlJ9k7yuu6+MEmq6rpVdcequu1mxpmckuTrSR5ZVUcs7Zwegf2C6eMfb/jLAQAAAAAAAAtlXu/wfVGSP+nuz6/1gu5+Q5I3zGn+9XpiktOTnFRVxyb5RGbvGr5/Zo9gfs6yc281Hf98ZnF3o+Okuy+oqp/LLPyeVlVvTHJekgcnOWza/6a5fUsAAAAAAADgWm0uK3y7+1nrib2727Q694gkJ2cWaJ+e5LZJTkpyZHefu1XjdPdbk9wvyfuSPDSzR2Bfltn7jB/Z3b3xbwYAAAAAAAAsknmt8B3O9B7hE9dw3vYktdlxVlzz/iTHr+caAAAAAAAAgJXmFnyrqpI8LMkPZ/YY5L1WOa27+9h5zQkAAAAAAACwyOYSfKtqrySnJjk6s9Wwnauuiu1l+wEAAAAAAACYg7m8wzfJM5PcP8kLkuyXWdx9XpLvS/KoJF9I8sYke85pPgAAAAAAAICFN6/g+/AkH+ru53b3uUs7u/vL3f3GJMck+bEkT5nTfAAAAAAAAAALb17B97ZJ3r/scye57vc+dH82yd8leeyc5gMAAAAAAABYePMKvpcluWTZ529l9mjn5T6f5NA5zQcAAAAAAACw8OYVfL+Y5FbLPp+d5MgV59w9yXlzmg8AAAAAAABg4c0r+L4/yX2WfX5rkrtU1auq6ker6sVJfijJaXOaDwAAAAAAAGDhbZvTOH+Z5MCqOri7tyd5aZKHJDkxs/f2VpJPJ/nVOc0HAAAAAAAAsPDmEny7+7QsW73b3RdV1VGZRd/bJdme5G+6+6J5zAcAAAAAAADA/Fb4/hfdfXmSN2/V+AAAAAAAAACLbl7v8AUAAAAAAADgarahFb5V9dMbnbC7X7fRawEAAAAAAAC40kYf6Xxykl7nNTVdI/gCAAAAAAAAzMFGg++Jc70LAAAAAAAAANZtQ8G3u1877xsBAAAAAAAAYH322N03AAAAAAAAAMDGbPSRzquqqv2SPDTJnZLs3d0/u2z/IUn+rbsvnuecAAAAAAAAAItqbsG3qh6X5KQk10tSSTrJz06Hb5Hkn5P8fJJXzWtOAAAAAAAAgEU2l0c6V9UDkrwiydlJfjzJHy8/3t0fS/LxJCfMYz4AAAAAAAAA5rfC95lJvpTkft19QVXdfZVzPprkyDnNBwAAAAAAALDw5rLCN8kRSf62uy/YyTlfTHLAnOYDAAAAAAAAWHjzCr57JrlwF+fcOMkVc5oPAAAAAAAAYOHNK/huT3L4Ls65V5Kz5jQfAAAAAAAAwMKbV/B9W5L7VtXDVztYVScmuWuSN89pPgAAAAAAAICFt21O4/xukkcmeUNVPSzJvklSVb+U5L5JfiLJp5K8bE7zAQAAAAAAACy8uQTf7v5GVd0vyeuSLF/le9K0/ackj+ruXb3nFwAAAAAAAIA1mtcK33T3fyQ5uqrumuTIJDdLcn6SM7r7zHnNAwAAAAAAAMDM3ILvku7+aJKPzntcAAAAAAAAAK5qrsG3qg5Ksl+STvK1adUvAAAAAAAAAFtgj80OUFU3r6o/qKovJflskn9J8n+SfK6qzqmqF1fVTTc7DwAAAAAAAABXtangW1W3T/LBJE9OcoskVyT5apKvTX8+IMnTknywqg7d3K0CAAAAAAAAsNyGg29V7ZHk9Uluk+S9SX4oyQ27+5bdfUCSGyV5YJL3JTk4yV9s+m4BAAAAAAAA+J7NrPB9YJIjkvxVkmO7+93d/Z2lg919aXe/M8kxSU5Jcq+qesCm7hYAAAAAAACA79lM8H1okkuTPKm7e0cnTcd+KcllSR62ifkAAAAAAAAAWGYzwfceSd7f3V/b1Ynd/dUk/990DQAAAAAAAABzsJnge2CSj6/j/I8nOWgT8wEAAAAAAACwzGaC7z5JvrmO87+Z5EabmA8AAAAAAACAZTYTfPdMcsU6zv/udA0AAAAAAAAAc7CZ4JskPZe7AAAAAAAAAGDdtm3y+udV1fPmcSMAAAAAAAAArM9mg2+t83wrggEAAAAAAADmZMPBt7s3+zhoAAAAAAAAADZBtAUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoARfAAAAAAAAgEEJvgAAAAAAAACDEnwBAAAAAAAABiX4AgAAAAAAAAxK8AUAAAAAAAAYlOALAAAAAAAAMCjBFwAAAAAAAGBQgi8AAAAAAADAoBYy+FbVfarq1Ko6r6ouqqqPVtVTquo6WzlWVR1VVb9bVR+oqq9V1aVV9bmqemVV3W4+3w4AAAAAAABYFAsXfKvqIUnel+QHk7wlyR8l2TPJS5K8cYvHenOSpye5JMnrk7wsyTlJHpfkI1V15Pq/EQAAAAAAALCotu3uG7g6VdU+Sf4syRVJju7uD077/1eSdyd5WFU9srt3GX43ONZLkvx5d5+zYqxnJ3lhklckucsmvyYAAAAAAACwIBZthe/DkuyX5I1LgTZJuvuSJL82fXzCVo3V3S9aGXsnL0pycZL/VlU3W+P8AAAAAAAAwIJbtOB7zLR9+yrH3pfkoiT3qaq9ruaxOsnl05+vWMP5AAAAAAAAAAsXfA+btmevPNDdlyf5XGaPuT70ah7r4UlulOSM7v7mGs4HAAAAAAAAWKx3+CbZd9qev4PjS/tvfHWNVVWHJHlZZit8n76GeZeuO3MHh+641jEAAAAAAACAsQ23wreqtldVr+PnL9Yz/LTtedzqrsaqqv2T/H1m7wJ+cnefPod5AQAAAAAAgAUx4grfzyS5ZB3nn7Psz0urbvdd7cQk+6w4b2c2NdYUe9+d2aOhn9zdL1/DnN/T3YfvYNwzk9xjPWMBAAAAAAAAYxou+Hb3sZu4/KwkRyS5Q5KrPBK5qrYlOSSzRyt/divHqqpbJnlXZo9f/sX1xl4AAAAAAACAZMBHOm/Su6ftcasc+8EkN0hyendfulVjVdWtk7w3s9j7eLEXAAAAAAAA2KhFC76nJPl6kkdW1RFLO6vqekleMH384+UXVNW+VXXHaVXuZse6TWax97ZJHtfdr9j8VwIAAAAAAAAW1XCPdN6M7r6gqn4us1h7WlW9Mcl5SR6c2bt0T0nyphWX/XiS1yR5bZLHbnKs9yY5OLNHQB9UVc9b5TZP7u7tG/6SAAAAAAAAwMJYqOCbJN391qq6X5LnJHlokusl+XSSpyU5qbt7C8c6eNoePv2s5rQk29d6DwAAAAAAAMDiWrjgmyTd/f4kx6/x3JOTnDynsWot5wEAAAAAAACsxaK9wxcAAAAAAADgWkPwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAEAAAAAAAAGJfgCAAAAAAAADErwBQAAAAAAABiU4AsAAAAAAAAwKMEXAAAAAAAAYFCCLwAAAAAAAMCgBF8AAAAAAACAQQm+AAAAAAAAAIMSfAGA/7+9ew+29a7rO/75mkAupDnhKowtSjoDSemUoNCRe4QglA73QINFQyekCLWFUpxqixIp1aJTcWKVAjomLalhCmpbpUENsUnFEUJNaTVFLgkUDGDIBZjkkIvf/rHWnn26s/fJ3ufsk5Vv9us1s+c5+3me9Xt+6/zxm3XmfZ71AAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMNSeDL5V9eSq+mBV3VBVt1TVJ6rqDVV11D05VlUdU1X/u6q6qr5waO8GAAAAAAAA2Kv2XPCtqhcmuTzJ05P8epJfSHL/JO9IcvE9PNZPJvn2nVwTAAAAAAAAYM2eCr5VdWKS9yS5M8np3X1Od/9wktOS/EGSM6vqrHtirKo6Pck/TvLDh/p+AAAAAAAAgL1tTwXfJGcmeWiSi7v7yrWd3b0/yZuXv772SI+1jMUXJLm0u//tTt4AAAAAAAAAwJq9Fnyfudxessmxy5PckuTJVXXMER7r/CQPTHLONq4DAAAAAAAAsKmjVz2Be9hjlts/3Xigu++oqmuSPDbJyUmuPhJjVdWLk5yd5NXd/fkdv4P1cT6+xaFTDnVMAAAAAAAAYJa9dofvvuX25i2Or+0/6UiMVVXfmuRdSf5rd//yNq4BAAAAAAAAsKVxd/hW1bVJvn0HL7mou1+53eGX297RpLY/1nuS3C/JuYc7eHd/16YXXdz5+52HOz4AAAAAAABw7zcu+Cb5TJL9Ozj/zw7489pdt/s2OzHJiRvOO5gdjVVVP5Dk+UnO7u4vbmN8AAAAAAAAgIMaF3y7+1mH8fJPJnlCkkcn+f+egVtVRyd5VJI7knz2CIy1dtfthVV14SbjfVtVrd0N/MDuvmkbcwAAAAAAAAD2sHHB9zB9OMnfTfLcJL+64djTkxyf5PLu/uYRGOsPkpywxVjnJLnlgHG2c30AAAAAAABgj9trwff9Sd6e5Kyq+vnuvjJJqurYJG9bnvPOA19QVfuSPCLJzd193aGO1d3vS/K+zSZVVeckubG7X32Y7w8AAAAAAADYQ75l1RO4J3X315Kcm+SoJL9XVb9UVT+d5KokT8oi4m6Msi9OcnWSn9qFsQAAAAAAAAB2zZ4KvknS3b+R5BlJLk/y0iT/MMntSd6Y5Kzu7q1ffeTGAgAAAAAAANipvfaVzkmS7v79JM/b5rkXJLlgN8Y6yBh1OK8HAAAAAAAA9qY9d4cvAAAAAAAAwH2F4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADCU4AsAAAAAAAAwlOALAAAAAAAAMJTgCwAAAAAAADBUdfeq58AuqqqvHnfccQ869dRTVz0VAAAAAAAAYBuuvvrq3HrrrTd094N3+lrB9z6mqq5JcmKSa1c8FeDwnLLc/p+VzgLg3sGaCLBgPQRYZ00EWGdNhPuG70jyte5+1E5fKPgC3AtV1ceTpLu/a9VzAVg1ayLAgvUQYJ01EWCdNRHwDF8AAAAAAACAoQRfAAAAAAAAgKEEXwAAAAAAAIChBF8AAAAAAACAoQRfAAAAAAAAgKGqu1c9BwAAAAAAAAAOgTt8AQAAAAAAAIYSfAEAAAAAAACGEnwBAAAAAAAAhhJ8AQAAAAAAAIYSfAEAAAAAAACGEnwBAAAAAAAAhhJ8AQAAAAAAAIYSfAF2SVWdWVU/X1VXVNXXqqqr6r0HOf+EqvoXVXV1Ve2vqpuq6tKqet4hXv/JVfXBqrqhqm6pqk9U1Ruq6qhDf1cAh8aaCLBgPQRYZ00EWGdNBHZTdfeq5wBwn1BVVyV5XJJvJPlCklOSXNTdr9zk3JOSXJHkryf54ySXJnlAkhckeWiS13f3+Tu49guTfCDJ/iTvS3JDkucneUyS93f3yw71fQEcCmsiwIL1EGCdNRFgnTUR2E2CL8AuqarvyeLD2aeTPCPJZdn6Q9rPJXl9kl9L8ne6+47l/ocm+WiSb0vy2O7+1Daue+LymvuSPKW7r1zuPzbJh5M8Kckruvviw32PANtlTQRYsB4CrLMmAqyzJgK7yVc6A+yS7r6suz/V2/ufNC9Zbn987QPacow/T/Kvk9wvyQ9u89JnZvE/+S5e+4C2HGt/kjcvf33tNscC2BXWRIAF6yHAOmsiwDprIrCbBF+A1Xj4cvvZTY6t7XvWNsd65nJ7ySbHLk9yS5InV9Ux258ewD3KmgiwYD0EWGdNBFhnTQQOSvAFWI3rl9tHbXLs5OX2lG2O9Zjl9k83Hlj+j79rkhx9wLgA9zbWRIAF6yHAOmsiwDprInBQgi/AavzmcnteVR21trOqHpzkjctfj6mq47Yx1r7l9uYtjq/tP2mnkwS4h1gTARashwDrrIkA66yJwEEdveoJAOxRP57ke5O8LMmpVXVpkuOTvDDJ17P46pTjk9y5C9eq5XY7zwMBWAVrIsCC9RBgnTURYJ01ETgod/gCrEB3fynJE5Ocn+QBSV6XxQe030xyRpLjktzc3bdtY7i1/3W3b4vjJ244D+BexZoIsGA9BFhnTQRYZ00E7o7gC7Ai3f3n3f367j65u+/f3d/a3edk8SyOSvKxbQ71yeX20RsPVNXRy/HuSPLZ3Zg3wJFgTQRYsB4CrLMmAqyzJgIHI/gC3Pucu9xetM3zP7zcPneTY0/P4utcPtLd3zzciQGsgDURYMF6CLDOmgiwzpoICL4Aq1BV31JVJ2yy/9VJXpHkqmz4kFZV+6rqlKp6xIaXvT/J9UnOqqonHHD+sUnetvz1nbs4fYBdZU0EWLAeAqyzJgKssyYCd6e6PXcbYDdU1YuSvGj568OTPCeLrz65Yrnv+u5+0/LcE5J8OcnvJPn08vjTkvzNJJ9JckZ3X7th/Fcl+ZUkF3b3qza59vuT7E9ycZIbkrwgyWOW+1/eFnzgHmRNBFiwHgKssyYCrLMmArvp6FVPAOA+5LQkZ2/Yd/LyJ0k+l+RNyz9/M4sPU09N8uzlvs8keUuSn+3ub+zkwt39G1X1jCT/PMlLkxybxYe/NyY53wc0YAVOizURILEeAhzotFgTAdacFmsisEvc4QsAAAAAAAAwlGf4AgAAAAAAAAwl+AIAAAAAAAAMJfgCAAAAAAAADCX4AgAAAAAAAAwl+AIAAAAAAAAMJfgCAAAAAAAADCX4AgAAAAAAAAwl+AIAAAAAAAAMJfgCAAAAAAAADCX4AgAAAAAAAAwl+AIAAAAAAAAMJfgCAADAilTVg6rqhqr6hVXPZRVq4aqqumLVcwEAAJhK8AUAAOA+o6q6qnoH57+sqi6pqq9U1e1V9dWq+pOqem9Vnb085zvWxt3Bz+nbnMJbkxyX5Cc3zOu85TjnHWTur1qec8F23++9TXd3krckeWpVnbnq+QAAAEx09KonAAAAAKtQVe9Ocm6SW5P8VpJrkjwgyclJnp/k9CQXJrkpyU9sMsRbltvNjl27jes/MslrkvxKd39xR5O/D+nu/1RVVyf5l1X1gWUEBgAAYJsEXwAAAPacqnpKFrH3C0me1N1f2HD8flkE33T3TUnO22SMtyyP3+XYNr0mi3+XX3CIr78vuTDJv0ryrCS/u+K5AAAAjOIrnQEAANiLnrLcfmBj7E2S7r69u3/nSF28qirJ30vyf7v7I0dg/H1V9VNV9cmq2l9VN1bVh6rqjE3OXftq6FdtMVZX1e9t2Lf2ldOnV9X3VdUfVtU3quraA855QVVdWlXXVdU3q+rPquq/VdXrNrnMxcvtOYf8pgEAAPYod/gCAACwF311uX30iq7/2CSPyHro3DVVdVKS30/y15J8LMnPJXlIkpcn+e2qem13v2uXLvdPkjw7yX9JclmSfcs5/P0k70rypeWx65M8LMnfyCJ0/+KBg3T356rqi0nOqKrytc4AAADbJ/gCAACwF12S5OYkf6uq/nMW4fVjST59D8XGpy63V97NeadX1XlbHDtti/1vzyL2vjvJD669n6p6+/J651fVh7r72p1MeAvPzOIrsf9ow/7XJLktyeO6+ysHHqiqh2wx1seSvCjJqUn+ZBfmBgAAsCcIvgAAAOw53f3Fqnpxkvckef7yJ0m+XlUfSfLeJL/a3XceoSk8crm97m7Oe8byZ1uWzx5+ZZJvJPnRA+N1d3+qqs5P8uYkP5DkrTua8ebevUnsXXNHkts37uzu67c4/0vL7SMj+AIAAGybZ/gCAACwJ3X3ZVl8pfPTk/xYkl9LckuS5yT590kuqapjjtDlH7zc3ng35/1Ed9dmP1l8NfJGpyQ5Psn/7O4bNjn+4eX28Yc27bv46Bb7L1rO44+r6h1V9aKqeujdjLU2363uAAYAAGATgi8AAAB7Vnf/RXdf0d1v6+6XZvFc3edkcbfpGUlee4Qufetye+wuj7tvud3qzuG1/Sft0vW+tNnO7v7ZJGcn+XySf5Tk15N8uaouq6onbDHWccvtrVscBwAAYBOCLwAAACz1wm9n8bXHyeIZtUfC2nNtH3zQs3bu5uX24Vscf8SG85LkL5bbuzz2qapOupvrbfm84+7+d9393Vm8x7+d5JezuJv6Q1X1sE1esvZ38ZVNjgEAALAFwRcAAADu6uvLbR2h8T+x3J6yy+N+MouvpT6tqh64yfHvWW7/xwH71r5W+q9scv5Wd+NuW3ff1N0f7O5zk1yQ5EFJnrbJqadkEZ//1+FeEwAAYC8RfAEAANhzquq5VfWSqrrfJsdOSPKG5a+XH6EpXJHkziTfvZuDdvdtWTw/94Qkbz3wWFX91Sy+Xvn2LJ5RvObKLELr91XV8Qec/6AkP30o81j+/d7ljuEka3f23rLh/GOSnJbkj7r7pkO5JgAAwF612T++AAAAYLSquuAgh1+Xxd2k70hyY1VdkeRTSe5I8pez+Prhk5L8YZJ/cyTm1903V9WlSU6vqgd29413+6Lt+5Es7qD9oap6YpLLkjwkycuT/KUkP9Td1xwwl+uq6qIk35/kqqr6rSQnJnleFsH78Ycwh4uT7K+q/57k2izulH5akicm+XiS391w/ulJ7p/kA4dwLQAAgD1N8AUAAOC+6OyDHHtDkvcm+VqSZyd5XBbPlj0hyU1JrkryH5P80vKO2SPlF5N8b5Kzkrxztwbt7huq6klJfjTJS5K8McmtST6a5GeWzyje6NwkX07yiiT/IMnnk5yf5GeyCMU79SNJnpPkO7MIx/uTfC7JP03yzu6+fcP5Zye5LYvn/AIAALAD1d2rngMAAADsOVV1VBbPq70tyeN7j/4DvaoelsVdwP+hu1+94ukAAACM4xm+AAAAsALdfWeSN2Vxh/FLVjydVfpnWTzP+MdWPREAAICJBF8AAABYke7+YJLXJzl21XNZhaqqJNcl+f7uvm7V8wEAAJjIVzoDAAAAAAAADOUOXwAAAAAAAIChBF8AAAAAAACAoQRfAAAAAAAAgKEEXwAAAAAAAIChBF8AAAAAAACAoQRfAAAAAAAAgKEEXwAAAAAAAIChBF8AAAAAAACAoQRfAAAAAAAAgKEEXwAAAAAAAIChBF8AAAAAAACAoQRfAAAAAAAAgKEEXwAAAAAAAIChBF8AAAAAAACAof4f7NPig3IVPusAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1152x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 603,
       "width": 958
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot delays\n",
    "dlys = {ant: np.hstack([dlys_dict[mf][ant] for mf in dlys_dict]) for ant in ants}\n",
    "dly_meds = {ant: np.nanmedian(dlys[ant]) for ant in dlys}\n",
    "plt.figure(figsize=(16,10))\n",
    "for ant in dlys:\n",
    "    plt.plot(times, (dlys[ant])*1e9)\n",
    "    if np.isfinite(dly_meds[ant]):\n",
    "        plt.text(np.min(times) - 20*np.median(np.diff(times)), \n",
    "                 1e9*dly_meds[ant], '{}{}'.format(ant[0], ant[1][-1]), \n",
    "                 va='center', ha='right', fontsize=8)    \n",
    "plt.gca().set_xticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                          for t in plt.gca().get_xticks()]] * 12 / np.pi, 2))\n",
    "\n",
    "plt.xlabel('LST (Hours)')\n",
    "plt.ylabel('Delay (ns)')\n",
    "plt.title('Firstcal Delays');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 4: Firstcal Delays\n",
    "Shows solved firstcal delays. These will have an arbitrary tip/tilt and offset.\n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Look for outliers. All antennas should be within a few hundred ns. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:23:47.389714Z",
     "start_time": "2020-10-25T17:23:43.806851Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:10.217529Z",
     "iopub.status.busy": "2021-12-15T08:38:10.209152Z",
     "iopub.status.idle": "2021-12-15T08:38:11.157700Z",
     "shell.execute_reply": "2021-12-15T08:38:11.158283Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "ename": "ValueError",
     "evalue": "Image size of 1270079371x10436067 pixels is too large. It must be less than 2^16 in each direction.",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    339\u001b[0m                 \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    340\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 341\u001b[0;31m                 \u001b[0;32mreturn\u001b[0m \u001b[0mprinter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    342\u001b[0m             \u001b[0;31m# Finally look for special method names\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    343\u001b[0m             \u001b[0mmethod\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_real_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_method\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/IPython/core/pylabtools.py\u001b[0m in \u001b[0;36mretina_figure\u001b[0;34m(fig, base64, **kwargs)\u001b[0m\n\u001b[1;32m    166\u001b[0m         \u001b[0mbase64\u001b[0m \u001b[0margument\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    167\u001b[0m     \"\"\"\n\u001b[0;32m--> 168\u001b[0;31m     \u001b[0mpngdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprint_figure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfmt\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"retina\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbase64\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    169\u001b[0m     \u001b[0;31m# Make sure that retina_figure acts just like print_figure and returns\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    170\u001b[0m     \u001b[0;31m# None when the figure is empty.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/IPython/core/pylabtools.py\u001b[0m in \u001b[0;36mprint_figure\u001b[0;34m(fig, fmt, bbox_inches, base64, **kwargs)\u001b[0m\n\u001b[1;32m    149\u001b[0m         \u001b[0mFigureCanvasBase\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    150\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 151\u001b[0;31m     \u001b[0mfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprint_figure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbytes_io\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    152\u001b[0m     \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbytes_io\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetvalue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    153\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mfmt\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'svg'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/backend_bases.py\u001b[0m in \u001b[0;36mprint_figure\u001b[0;34m(self, filename, dpi, facecolor, edgecolor, orientation, format, bbox_inches, pad_inches, bbox_extra_artists, backend, **kwargs)\u001b[0m\n\u001b[1;32m   2318\u001b[0m                         \u001b[0morientation\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0morientation\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2319\u001b[0m                         \u001b[0mbbox_inches_restore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0m_bbox_inches_restore\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2320\u001b[0;31m                         **kwargs)\n\u001b[0m\u001b[1;32m   2321\u001b[0m             \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2322\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mbbox_inches\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mrestore_bbox\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/backend_bases.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m   1641\u001b[0m             \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1642\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1643\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1644\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1645\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/_api/deprecation.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*inner_args, **inner_kwargs)\u001b[0m\n\u001b[1;32m    410\u001b[0m                          \u001b[0;32melse\u001b[0m \u001b[0mdeprecation_addendum\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    411\u001b[0m                 **kwargs)\n\u001b[0;32m--> 412\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0minner_args\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0minner_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    413\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    414\u001b[0m     \u001b[0mDECORATORS\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mwrapper\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdecorator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py\u001b[0m in \u001b[0;36mprint_png\u001b[0;34m(self, filename_or_obj, metadata, pil_kwargs, *args)\u001b[0m\n\u001b[1;32m    538\u001b[0m             \u001b[0;34m*\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mincluding\u001b[0m \u001b[0mthe\u001b[0m \u001b[0mdefault\u001b[0m \u001b[0;34m'Software'\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    539\u001b[0m         \"\"\"\n\u001b[0;32m--> 540\u001b[0;31m         \u001b[0mFigureCanvasAgg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    541\u001b[0m         mpl.image.imsave(\n\u001b[1;32m    542\u001b[0m             \u001b[0mfilename_or_obj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbuffer_rgba\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mformat\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"png\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morigin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"upper\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py\u001b[0m in \u001b[0;36mdraw\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    429\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mdraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    430\u001b[0m         \u001b[0;31m# docstring inherited\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 431\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrenderer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_renderer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcleared\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    432\u001b[0m         \u001b[0;31m# Acquire a lock on the shared font cache.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    433\u001b[0m         \u001b[0;32mwith\u001b[0m \u001b[0mRendererAgg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlock\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py\u001b[0m in \u001b[0;36mget_renderer\u001b[0;34m(self, cleared)\u001b[0m\n\u001b[1;32m    445\u001b[0m                           and getattr(self, \"_lastKey\", None) == key)\n\u001b[1;32m    446\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mreuse_renderer\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 447\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrenderer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mRendererAgg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mw\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mh\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdpi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    448\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_lastKey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    449\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mcleared\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda/envs/RTP/lib/python3.7/site-packages/matplotlib/backends/backend_agg.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, width, height, dpi)\u001b[0m\n\u001b[1;32m     91\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwidth\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwidth\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     92\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheight\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mheight\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_renderer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_RendererAgg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheight\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdpi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     94\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_filter_renderers\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mValueError\u001b[0m: Image size of 1270079371x10436067 pixels is too large. It must be less than 2^16 in each direction."
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1152x2724.32 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot offset delays\n",
    "plt.figure(figsize=(16, len(ants)/7.4))\n",
    "for n, ant in enumerate(dlys):\n",
    "    plt.plot(times, (dlys[ant]-dly_meds[ant])*1e9 + n, label=ant)\n",
    "    plt.text(np.min(times) - 20*np.median(np.diff(times)), \n",
    "             n, '{}{}'.format(ant[0], ant[1][-1]), \n",
    "             va='center', ha='right', fontsize=8)\n",
    "plt.gca().set_xticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                          for t in plt.gca().get_xticks()]] * 12 / np.pi, 2))\n",
    "plt.xlabel('LST (Hours)')\n",
    "plt.ylabel('Delay with Arbitrary Offset (ns)')\n",
    "plt.title('Firstcal Delays With Arbitrary Offset');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 5: Offset Firstcal Delays\n",
    "Same as Figure 4, but with arbitrary offsets for each antenna.\n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Look for antennas that exhibit wild swings (> 10 ns) in their delay over time, especially discontinuities that cannot be attributed to inconsistent antenna flagging (see Figure 3)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:24:10.427572Z",
     "start_time": "2020-10-25T17:24:10.417326Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:11.163021Z",
     "iopub.status.busy": "2021-12-15T08:38:11.162516Z",
     "iopub.status.idle": "2021-12-15T08:38:11.164842Z",
     "shell.execute_reply": "2021-12-15T08:38:11.164412Z"
    },
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Figure out oc_maxiter\n",
    "if np.all(['oc_maxiter' in history for history in histories_dict.values()]):\n",
    "    history = list(histories_dict.values())[0]\n",
    "    oc_maxiter = int(history.split('--oc_maxiter')[1].split('--')[0])\n",
    "else:\n",
    "    oc_maxiter = inspect.signature(redcal.redcal_run).parameters['oc_maxiter'].default"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:24:41.435902Z",
     "start_time": "2020-10-25T17:24:38.601713Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:11.184668Z",
     "iopub.status.busy": "2021-12-15T08:38:11.171417Z",
     "iopub.status.idle": "2021-12-15T08:38:11.758022Z",
     "shell.execute_reply": "2021-12-15T08:38:11.758602Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "You are modifying the state of a globally registered colormap. This has been deprecated since 3.3 and in 3.6, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = mpl.cm.get_cmap(\"viridis\").copy()\n",
      "You are modifying the state of a globally registered colormap. This has been deprecated since 3.3 and in 3.6, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = mpl.cm.get_cmap(\"viridis\").copy()\n",
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x864 with 4 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 712,
       "width": 1168
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Recast from dictionaries to one big array\n",
    "ee_iters = np.vstack(np.array(list(ee_iters_dict.values())))\n",
    "nn_iters = np.vstack(np.array(list(nn_iters_dict.values())))\n",
    "plt.figure(figsize=(20,12))\n",
    "\n",
    "my_cmap = deepcopy(matplotlib.cm.get_cmap('viridis'))\n",
    "my_cmap.set_under('w')\n",
    "my_cmap.set_over('r')\n",
    "\n",
    "for sp, iters, t in zip([121, 122], [ee_iters, nn_iters], \n",
    "                        ['ee-polarized', 'nn-polarized']):\n",
    "    plt.subplot(sp)\n",
    "    plt.imshow(iters, aspect='auto', cmap=my_cmap, vmin=1, vmax=oc_maxiter-1, interpolation='nearest',\n",
    "               extent=[freqs[0]/1e6, freqs[-1]/1e6, times[-1], times[0]])\n",
    "    plt.title('Number of Omnical Iterations: ' + t)\n",
    "    plt.xlabel('Frequency (MHz)')\n",
    "    plt.ylabel('LST (Hours)')    \n",
    "    plt.gca().set_yticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                              for t in plt.gca().get_yticks()]] * 12 / np.pi, 2))    \n",
    "    plt.colorbar()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 6: Number of omnical iterations per polarization\n",
    "Red indicates that omnical reached the maximum number of integrations. White indicates that omnical didn't run, likely because the data were flagged.\n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Check that few-to-no data were flagged (white) before omnical and check that this matches\n",
    "* Check that few-to-no data hit the maximum number of iterations for omnical (red)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:25:07.698275Z",
     "start_time": "2020-10-25T17:25:05.534578Z"
    },
    "code_folding": [],
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:11.768183Z",
     "iopub.status.busy": "2021-12-15T08:38:11.767159Z",
     "iopub.status.idle": "2021-12-15T08:38:14.551668Z",
     "shell.execute_reply": "2021-12-15T08:38:14.551112Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Mean of empty slice\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAACPQAAARuCAYAAABeXvuNAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8/fFQqAAAACXBIWXMAABYlAAAWJQFJUiTwAAEAAElEQVR4nOzdd5wU9f3H8feX3qSKCBYQRUFsNMWGWGIX7F3BimKNLSaaSIxRE/3FFIPEir3FaOzGBnaBUwQEVJBDBEF6vQPu9vP7Y8rN7e3u7e7t3u3B6/l4zANup35nZmdnPvP5fr/OzAQAAAAAAAAAAAAAAACgMDSo6w0AAAAAAAAAAAAAAAAAUIGEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBsNlzzo11zplzblQdrHu4v+5xtb3uTDnnxvnbOryut6UmON6545wb5ZdnbIJxxf64wbW+YZBUt8egLr9nqJlN5Vq/KXDODXDOveKcW+Kci+X6O7UpHWvnXDe/LFbX2wIAAOoWz0HpCe6dnHPd6npbUkkVd6iFdQ/2111c2+vOh1QxqU3p2aC+qstjUJffM9RMffrd2dQ553o4555xzi10zpXn+ju1qR3r+nIfAhQKEnoAAHUqEmyLDuXOuaXOuQ+dc790zrWo6+3MNz+wMso5t1cdrHtwgmOQaJhc29u2qXDOtXfO3eSc+8Q5t8w5t9E5t8g595Vz7mnn3AjnXPe63s7qOOfa+ufpqLrellyKBDarG16q620tdM651s6525xzM5xz6/xr+bvOuZPratnOuROcc5OccyX+PE8557ZLMX0z59xs59x859wWNd3ubDjnekgaJ+lYSe0kLZG0SNKaNOatd9/TDL6DiYbhdb39AAAAm4tI0kF0iDnnVjjnJjjnfueca1/X25lvzrnj/XvuwXWw7m5p3ievqO1t21Q451o45650zr3vnFvsnNvgvIoW05xz/3HOXeWc613X25mO4NnQOde2rrclV4hj5o5zrolz7gbn3GTn3Br/Wv6pc+5i55yri2U75wY558b7cZ+VzrmXnXO7ppjeOec+8teRNNaTT/7v3oeSTpPUSdJyeTGclWnOX6++pxl8BxMNo+p6+4H6qFFdbwAAbOZWSvpG0g91vSEFYK0qXlQ2kdRe0gH+cKFz7mAz+7muNi5HUh3v4ZIOklQsaXKtbVFVSySVpxiXrtmSSiWtq/EW1XPOuX0kvSxpq8jHqyS1lLSHP5wu6b+Sjq/t7ctQW0m3+P8flWK6n+Sd65mcM4ViUYpxy2ttK+oh59y2kj6QtIP/0RpJrSUdIukQ59wYM7u0NpftnDtT0pP+nyXyzuEzJB3gnOtjZksTrO4mSd0lnWZmq7PZ3hy4WFILeQGhIWa2IoN52yq972khKVHi715DSVv6/18uaUOSeTfKu+YAAADUpfr8HJSpUlW8qAzu2Qb4w8XOuUPNrL7fn62TdzznJxh3vKRh/v/H1dL2JJLsHllK80Wy7wd5Zc1knk2Sc24nSW9K2jHy8Vp5scre/nCCpK8k7VXb25eF4NlwrKQVSaZZIu/4/1QL25NruYpjbnacc60lvSepn//ROknNJQ30h+OccyeYWVltLds5N0jSO5IaS1ovLy5ynKRBzrkBZvZdgtWdL2l/Sb8ys3mZbmuOnCEvkedbSYPNLNPvUjrf00KyQcnjp538f1fJi9fEC97/BPcIG3O4XcAmixZ6AKAOmdmLZtbTzM6t620pAHeb2db+0F5eMOiPkkzSrpLur9Oty4F6crwHRI5D/HBYugsxs0P9sk7I58YWOr9mRZDM852ksyRtYWZtzKyVpM7yknn+o03oAcbMfu0f/3vrelsyleL839rMzqvr7StUfu2qf8tLuCmWtL+ZbSFpC0k3SIpJusQ5d1FtLds510DSn/0/R0hqJamjpHclbSfplwnW1UPS9ZLeMbPnMt3WHApqez6XYTJPvWRmzyb6zsl7IRQ4Mcn38lkzm+9fc3rWVRkAAADq83NQFqL3bx0ltZF3f71e0jaSnqlp6w51zcwm+Mfz0LrelhSS3SNvbWa7pLsQMzvXL+uL+dzYQuecayTpJXnJPAslXSqpg5m1MrPWkjpIGiLpMSV+UV0vmdm9/vH/dV1vSxZyEsfcTD0gL+FmmbykmVbyEmiGy0vaPFbS72t52XfKS+b5oz9PG3mVtNqoIukl5LeMc6ek6ZLuyXJbcyGI4bySRTJPvWNmnyT73kUmuyrJNHf7y+jpD4mSZgHEIaEHAFCQzGypmd0s6RH/o6HOuS51uU1AFk6Xl8yzXtIhZvaUmYVd5pjZQv9l9EmSCjnRC6jOUEn7yEuuOcHMPpEkMys1s7sk/d2f7lbnXJNaWvYu8l4mTDSz+80sZmbLVJHIkygw/09JTtJlGW5jrjX3/622iy0AAACgrpnZKjP7q7yXsJLXcsnAOtsgIDuHqeLF/HFmNsZ/hpQkmdkyM3vFzIbJay0WqJecc30kner/eZ6ZvWqecjN7VNKN/rhfOue2SryU3C7bOddSXuxnoaRbzKzMzNbJi8/ElDiG8yd5lYIvM7O6rChJDAdAXpHQA2zGnHO7Oeceds7Ncc6V+v2Yfuycu8Q517iaeY9zzv3XObfQ70f4Z+fcK865I2qwPUE/3MOdc+2cc/c45773t+1H59z9zrnO1SxjR+fcvyLzLXfOfeCcu9A51zCLberunLvWOfdu3H76zP+8eZL5hvtlGef/fZbf9+tS//PjE02XYF9k3Oeo8/qnvdw596Fzbplzbr1zbq5/rHtVU94jnXPvOa9/2lV+Oc/JdL/l2NOR//eNjtgUjnfwmbzutiTpkbhjXOxP97D/97+rKcPv/ek+ybT8ueScK/a3Y3Dc5/H7api/f1f55927zrkjUyx3K+fcXc7rt3ytf4zmOec+cc7d6pzrmteCZW53/9/JZvZjqgnNLGntLufcwc7rpz245i50zr3onMs4gOS8PpnNOTc2xTRj468x/jGbE/k76fUo0fxxy2/qnLvGOfe5f9xLnHPfOOf+4pzbOsk88efOcc7rz36F8/rJ/sw5d0ZGOyMHnHN9nHNP+OfheufcEufcW865k1LME+yzbknGdwumSTAu+lvZ3D+e3/j78Gfn3DPOa2Um1Tbn41p/lv/vO2Y2OcH4u+W1uLa1Mg98ZrvsDv6/38dNP8v/d8voh8650yT9QtJdZvZthtuYkHOugXPuAv83YZl/zZrjvHuanRJMX+wf98H+R9HfhOI01jdOaX5P4+bL9lzq6Jy7wzk31f8ervWvz390Xk25WlHNdya8HjnvHulm59wM59w659wPzrm/O+faRabvF7neljjnJjr/dzzF+rO+9wIAoCZc5LnLOdfev5+e4/8WzXfOPeCSxFFycV9ZzbaF97zOiz894/++ljrnZjrnfuuca1rNMg52OXoO8pe3j3/v8pm/f4J41pvOuZNTzBe9n2jqnLvJOTfFObfa/7xt/HRJ9kV1w+AE687qfst596FXOOe+8o/pYufF7fbNZt9lIBrD6Rcd4Zzr5Jz7P//4r3Pe88gE58VbUp4LiTjnOjvnLnXOveac+85f5irn3JfOi420TTLfYFc53nKUc+4N/1yIOeeuTjRd9DNVdLd1S/xx9Kf7nf/3pGrKcJ4/3TzntTBaJ6LXg7jP4/dV8By+3D8fP3VeN8fJlruF/10v8r8vG5xzC5xzk5wX29ktvyXLWBDDWWRmKY9dNTGcPi7DOEGKZSWMHcdNUyXOE1yPIpPNiTtXx6aaP275GT3X+vPEnzv7O+de9fdFiX9tuty52m3Jy2URS3ZJYpxx0ySM87jKvx8NnXNX+2Vf5+/LV51z/avZ5n2cd/1e5n/vJjvnrqrhNSP43n5jZi8nGH+/vC74mks6sZaW3U7eO+u5ZhZ2o2ZmK+V1nxYfwxko6QJJT5rZuAy3MSnn3InOuy9Y7H9/f3TOPemc65tg2nH+92y4/1Gl34Q01pX29zRuvmzPpVbOud84L86x0v8OfOe8uMh21W1vLqX4zoTXI+e5zHm/62udcz855x51zm0bmb6H/9mPfnmmuWpaB/evaec45972j3Pw2/Ssc26fPBUZqBkzY2Bg2AwHSZfL61/W/GGNpLLI3+9LapFgvsaSnohMZ/JuwKJ//znLbRrnz3+tvJdtJq9/1TWRZf8sqVeS+Y+V19xpMO0Kef15Bn+/LallgvnG+uNHJRg3KTJ/TF7f1LHIZxPldZ8TP99wf/w4eS0HmL+/l/n/Hh8/Xdz8/5GXjZ5sCNY/Km6+zpImR8aXy+uvNPi7RF5zvIn23/UJyhqcI/8XOT7Dc3wuFifb//74XpHtOnNTO96STvOPabDtK+OO9UR/uv388evlNfebaF+5yP68MINjMDhSxm4ZzDfKn2dsiuM6OMW+uieyr+L39XUJltlV0oLINGX+Po7Od0kuz88cnN//9LdrriSX5TJuq+a8vKOa71b8MUh63FJ9T+RdlxZH1ht/Xbou1fyRcR0lfRFZTqkqX6eWSRpYzffst5FzZ0VkXpN0dRb7OFi2ZTjfxar8W7pclX9LH5fUMMF8Kb9vkrol2x5VXIuvjOzHUnm/l8Fyl0raMcmy83Ktj5wb16SYZqqyuE/Idtmq+P2YEDftbv7nn0U+20LSfHnJMM2z+a4m2KYWkt6K7O8NcedriaShcfNMVPLfhIlprDOT72lNz6UD/PHBtOvj5v1B0i413IfdIssbnM50CcaN9cfdLumDyL6P3kNMlNRMXmtQpf53I3qsYpJOTbLurO+9GBgYGBgYajqo4p7/7Mj/1/q/Z8Fv0RxJ7RLMW6N7gTS2LVjGmaqI66z07xmCcZ9KapVk/lw/B7WKzBvcm62K++xfSZYZ3E/cKenzyPzB/ULbuOlGxc2fKr4TvZ+K3+as7rckBd0GBdNt9Pdf8P8TI+O6ZXhcg/NmbJLxzSPL/k3k873jyrJKle/HJkvaKsHyRiVbn7xueaPHL/psY/Jii9smmG+wP75YXgwyeo6VyX+mjE4XmXc//7gF274m/pj6020b2ZbdU+zPD/1pbsvgGHRLds5UM99wf55xKY7r8BT76qq4fRXd1/9IsMw2kr6OTBONkwWf3ZnN9SVfgyqelzdIapblMrKNEyQ7BkmPW6rviaS/qXIMeXHcufq3NL9nGT/XJjh3hvv7IP45yyT9NYt9PDgyf7cM5ss2llys6p9JE26PKn4XbpP0RmQfro7bh/smWe7pcefPcnnXcZN3DXxUCX530tgXQQz87ymmecWf5rnaWLaklvK+Oz8p8h2R1Nr/fGHks4by7l1WSNo6m+9qgm1qENmf5u/35ZG/yyVdGjdP8A4n4W9CGuvM5Hta03OpV+RcNv88ir53Wyavi/ua7sdgecPTnC7+OzPK/3yspGdUcf8T3dbv5cWXB0aO0QpVvk+8Psl6t5D3XQ+mi6ny+81ySZfn4pxiYMjlUOcbwMDAUPuDvJcVwQ3Gr+U/MMtL1vmFpJlKEshQxQv4OZLOkB94kRcYuTjy43dGFts1LvLju0jeTXYDf9xB/g+1SZomqXHcvDtGftTHyQ9oSGrqb1cQzHowwXqDm6FRCcY9IO+BdUdJTSLLPE7SN/58/0ww33B/3Gr/puB3qgjwtI7s82C6cRnspxGquOk6MPJ5Y0kT/HHjJR0Y2eZOqmjBYK3iAnLygkTBDc/j8m+EJbWV13RlcFyqvRnL4rgXJ9v//vgjIjdUR2+qx1tpvERXRSDkyiTjD1PFd7tK4lGK5Q6O7ONuGcw3Sskf+IPjOjjJvgrOpzsltfHHdVZFwmBM0gFx8z7sj/vOP7+D60NTeS/o/yA/eapQBknnRfbt7ZKaZjj/6ZH5/yFpS//zDqpIHjNJZ2dwDJIet+q+J0rx0jyd+f1xwUPnMkmnyH9Il9Rf0hR/3MKgrAnOneXyHqpvjnzPOkl6XhUPr+0z3M/BslOWK26e/VQRpHtefqBY3u/hb1RxTb05wbwpv2+p9rMqrhXL5f0WHyEvkNHA/17MU5KAi/J0rZfXrVxQpiNSTPesP82rtbFsf5/M9z+/2P+7naT/+Z/9MTLtPf5nx2Vy7lSz7WP8ZZbK++1u6n++s7zE6eA3eecUxznt45DO+ZPDc6mrKoImD8jr3qyBvMTS3qr4nn+tBMHqbMqimif0rJAXGDzG39aG8u6Jgxd5d/jTPBT5bnRUxcuwBZIaxS0763svBgYGBgaGXAyquOdfLulL+S9x5CV0DIn8XldJqK7JvUCa2xb8hq/wfy939z9vIu/+O0hMuT/BvPl4Dmoh6TV/2V1U8TzZVl6lt+CF2CkJlhncT6z299dpkd/8rvJjVErxHJRiPz3tzzNPkWcg1eB+S9JNqngpdZ38CnuSdvDnWxHZh90yPK7BeTM2yfhdIsse6X/WThWVc6ZIGuB/3lDSyfKeDU3S2wmWNyrZ+uTdv90kaVf5yRfy7s8OUsU92msJ5husimfHMnkVcTr545qp4tkumK44xTmR9FhLet2f5i9Jxu+kivhH2veKqpuEnrXyXhw/GtlX7VRxv2uKVMLzx//O//xneffgjSLHqIekX0m6KNNrSz4HSQdHyjNWGcTW/PlrEidIdgySHrc0vyfVftermT+r59q4c2e9vGt5cO60VcW1PCapd4b7OVh22tcw1SyWXKzqn0kTbo8qrhXL5SU1nqqK3489VFE5aUKSbQ4SRd6S1N3/vIWka+Rdv1Yo898dF9kXI1JMF8SJptXWsuUl+pq8GG8jeUmij/mfPRmZ7ir/sysyOXeq2fYbI+fkzfK///K6cn9OFb+rgxLMGxzntI9DFt/TmpxLbeTd65mkFyX1UcU1uVtkHy+UH2utwX4MyjI8mzKr4nq0Qt5911ny7h2dvPvTn/zxY+R9N1+JfDdaS7pPFb/xVSpF++U3SV9JOlp+pT5516Vfy7telSsHyU0MDLkc6nwDGBgYaneQ97Bc7P9onZBkmh38G6+NkjpHPu+hipY0uieZ99REN2Npbtu4yE3TgQnG76KKmlxnx417yP98lhK3LHRxZNk7xY3L6oZLUnd/H62NX6ciL4cl3Z5iGcF049Jc54GqqDkQnxF+of/5BCVJGpA02p/m3rjP3/U/f08JWhGR9GC6N2NZHPfgfEy4/1VR4yomqeOmeryVXkLPL/1pvkwy/imlCKylWO7gyPbH1wSIDq3j5huVbH2qPqHHJD2QYD7nn4cmr3ud6Ljp/uen5fIczOcgLxg4M1Lm5ZJekHSDvEBRlfM3bl9858/3dDXHvFh+QDqNY5D0uEWmSfg9UQ0TeuRdw4J9cWSC+TqpIph7a4pz56Yk+/pnf/y5GR6n6LKTnf/fxM0TXDc/UuLadbf741cn+O4kfGhNZz+r4lqxTnHXN3/8SaoItjVJss05vdZL2jMyX6rap/f40xTV1rIlnROZf50qgqs/quLF0B7yru+vZHLeVLPdXSPrqhLEkheAC1ojfCzFcU77OKRz/uTwXAqSL/+WZNlNVNFqzck12I9hWVTzhB6TdFCC8b+NjH8vwfiWqkj6GRQ3Lut7LwYGBgYGhlwMqrjnX6jELy2C1ke+TzAu63uBNLct+H1dpAQJ96q4By+X1DXyeV6eg9LY3uC+8f0E46L3E4enWEYw3ag01xm8PFwnqV/cuKzut/x7l5XJtkPey+toqyndMtxPwXkzNsn4aIJHP/+z4H5ruRK0pCDp8Mg8h8SNG5VqfSm2s70qng93iBs3OLK+p1IsI5iuOJtjLekEf5qfFVcx0R8fPDOOy7Bs3SLbv0zJn2F7x803PNn6VH1Cj8mrGJHoOTLYF99Fx6sioelXmZSvrofIvjB58fFX/XP4SFXzols1ixMkOwZJj1s63xOl8V1PNr9q8Fwbd+5Uif/50wSVun6X4TGKLjutOKZqFksuVvXPpAn3syr/fhyQYL5+kfFd48YF2zxTCVqMkpd0Esw7KoP91yYyX9JKTapImllaW8uWFysNWiAqjfx/lfykMXkVQlfKS2TOugJR3Hqjv51VWgCU904taFHtgwTjg+Oc9nFI5/zJ4bkUtHr4kpK0IC8v6dmUoNX8LMsyPJsyq+J6ZJKGJZgvGuf7VlUrXjVQxX3kuXHjgsrQc5SkMqi8mL0pg8qIDAy1MdRZv6wA6sxgeTfjxWb2YqIJzGyOpM/kZUEPjow6V94P4ktm9n2S5f9HXtJNb5ekn/Y0fGhmHybYrm/kJXdIXg0eSZLf127QB/E9ZrYuwTIflFdL30XnrQl/H3wt7+FlrySTlUv6Sy7W55zbXl4iQGN5rSfdFzfJMP/ff5rZ+iSLecr/9xeR5baXd7MsSX8yM0sw3+3ZbXV2nHNNnHO7OuceVMWxfcbMFm8uxzuJx+QldO3lnOsTHeGcayMvWCR5Ldlka0t5SRWJhlzfN1Q5r/zz7w7/z0P88zOwyv8322tLrTOzUkmHyHsokrxs/xPl1UR5T9IK59zLzrl9E8y+l7wae5L34JXI7/1/u8prwrzQBd/HSWb2ZvxIM1skr4aF5CWIJlIq6a8J5i2VV2NJ8lpsylay879TMEHcdfMOi/TtHfEnf1tbyavxkWv/NrNZCT5/Wd6DZ1NVnD/5vta3jPy/JMV0wfW6VW0t28wel9cS1JfyAjAr5bXms7+ZLfF/U0bLCxJdKUnOub7OuXf8/rmXOecec851UmZOlHfNXCjvN6kS/7frz8G0zrmGGS4/lzI9l5rL26dSkt88M9uginu2XySapg58ambjE3z+TuT/d8SPNLO18u6LparXlqzuvQAAyIP7zWxpgs9f8v/dwTnXMsF4KcN7gSyMMbNlCT5/TF6SdQNVPMtKdfcc9Ir/78AU92ZTzOx/uViZc+4YSX/0/7zAzIoi42pyv3W4vBrq6+UlvcfPt15e0k3OOOcaOud6OOfukHS1//GnkTIFz4EPmtnCBNv0P3mtMkjJnwMz4p9zn/h/JnreDtyVi/Ul8Yq8hLaO8lohDznnGsiLs0o1i+G0U/Ln18Y1WG4idyR5jgzO453kVcgI1LsYjm+IvOtTTN7z6DGSbpXXutVS59z7zrkqz/gFEifItVw911Z5zvL91/+3JjGcauOYdRVLjvOhmX0U/6F/nfzR/7N38Lm/zSf6f97jx7zi/VUVsZBMFHIM5315v2MfyfsOlspLDtzfzL71J/uLvG6TRppZuXNuR+fci865Vc651c65/zrndsxgm6WK384Nqjino9tVLq/VIEk60Dm3dYbLz6WMziVfELu4J8l1XPJaDJQKJ3bxo7zWxeNFYzh3mVlZdKSZxeS1HiYlj+GMTXJvKlXEcA6u41gdUAkJPcDmZz//3y7OuYXJBkn7+9Ntl2Dek1PM96MqHhij82ZiXIpxwYuYvpHPusvL/pYqfqwr8X/Ig+X2TTRNMs65XzjnnnbOzXbOrXPOWTCo4kG1S5LZZ5nZkkzWl2QbWsgLxHWUlw1+Rdz4RqoIYv0lxfEJkriix6aPvIeVmLyb5Sr8ZJZ5NS1HNW6J7Nf18pJnLvDHfSZppP//Tf54J+MHaF/y/zwvbvSZ8loo+c7MPqjBanYwM5dkWFGD5cb7wU8eTOQjeclRTpWTp173//2Tc+6fzrmD/UBnQTOzBWZ2rLy+in8tL7nnJ390Y3ldun3snLsqbtbg3F1sZl8nWfY38gIO0ekLWbCNCb+7vvf8f3dO8tJhuv+CPZFgX7TLZuMkKcX53zYyWXDdNFX8LsUvZ6WkIICdj2MzMcl6N8qrASpV3g/5vNa76GKymD+vyzazf5tZXzNrambtzex0M5vrjz5f3j3PH81sjnOul7xjeoC8APyX8mr/vOuca5bBaoNj/mGSQK5Uca63lNcKYV3J9FzqL69GuCR9nuKe43p/mmzvB3NtapLPf478f1qSaRb5/4b7oYb3XgAA5FrC33NV3B9LXuWCtOdNcS+QqXFJlh+TF9+QKt8v5+05yDnXyDl3gXPuTefcT8659ZHn/eX+ZM2UvLyfJvk8I865npKelBebv9PMno6bpCb3W8H+mOw/kySS8BkmQ8Mi+65MXi35G+Ul0X8jr2szOeeaqOKFWjrPgZnGcPZ2zj3snJvpnFsTF8MZ6k+WLIZTIq/LjbzwXzI+6v8ZH8M5Ql43LqtUkZiVjYNTPMNOrsFy422U9HGiEWb2nSpiHNHjF8RwrnTOPe6cO8o5t0UOtykvzGyVmQ2T14L9L+VVXg2eHxvIq/z6mnPu/+JmLYQ4Qa7l4rl2WYqKwTWO4Si9OGZeY8lpSvY7LSXeD91V8bud7Hxao4rzKROFHsN538wONLMWZraFmR1jZlMlyTl3iLzfl4fM7FPn3FbyYlxD5R3bd+XFWT9yznXMYLXBMf/KzJYnmeYDeb930enrQkbnknNuO0nb+n8+n+Ke4u/+NIUSu5jufy/jZRXD8QXvN3+ZYj9M8qdpIa+rV6AgNKrrDQBQ64JaEU0UaW0ghRYJ5m2l9DKzW0iSc+40SX9LNIGZJcpmnp/gs/hx0RuyjgnGJxJkKKd9M+ec+7sqJ89slNec7Ub/7/byXsgnq+m2ON11VeNheQ+GcyWd5AfWotqrItjTXtWLJkEE+2Nlipfkkrdv83lDt1ZeU7aSl8yxUtIMeS/CnolkW28OxzuVB+XVWDvTOXedXytP8l5KS9IjtbANuZD02JlZiXNuubxaNtHj9yd5zYcOkZfgNVJSmXNuorzz5IFMko78m/RErjKzZ7O4dqVkZjMl3RlZf095D6HXy7te/sU596GZfeFPEpQ91Xkueef6NsrgXK9D6ZQp+O46eedA/HVpdYp5gxpLua6JGC963VyTYrqMr0MZyHQ/5PNaH90HLZJOVTEu1T6rtWU7rwblnfJePgQ1c2+Td49zmpk950/3oLwE04sk/SPNxWdyrkenrwuZnkvRGraZ3kvWpZ+SfB4Gps2summi+6Em914AAORawt9zMyv1KvlLSn6PnNG9gHPub5JOSzDtJ2Z2YoLPs43x5PQ5yDnXSl6LnvtFPi6R9xwfvDAK7m1aSkpUWafGz/zOubbyWqVoI68rn5sSTFaT+61gfyxIMX11+zYdpfLiNpK3/1bL6+LiNUmPRlrAaK+KSsW5juFcJ68lheAkL5eXmBXESdrIS9BKFsNZmuRlYS49KK/7jqOcc53Ma5VWqojhPJOktZBCsyQSf0pkvrzzNjx+ZvaYc25/eV0Zne0PMefcFHmVJ+5Lcf9dhR/7SfSsereZ3e2c209e8k0iA8wso8orZvaDvBZQ/uqvf3t5rbzcLO+8vsY594GZBa3MFEKcINdy8VxbSDEcKcfXoQxkG8ORcn89r68xnCbyWlheJi+BVJJ+JWlreV37/dmf7mZ5rencKK/r0XRUe67791RL5f0u19cYTjrbXdAxHL9VppTTKHEMR6rYF21UkeSXSqHsC4AWeoDNUPC9fzFF9np0GJVg3qvSnHecP31zVdN9SQZcNeObZrHMxCty7ih5yR3l8vru3ElSUzPrYGZb+y/0P69mu5LVXshkO34jL1i2TtJQM0sUQIpez/dM5/hksynZbH8G7g72q5ltY2a7mtlJZvaExTWdGLHJHe80vCOvn9cO8hJb5JzrLa8GX7kqan/Vd1X2sZmtN7Oh8prL/rO8lpss8ve3zrk94+dLIdl1KXjpmstrVxVmNtO/xh4lrxwNVNH0Z1TOzvMCsqmUaVMpR1Q21/pocClZ7dfouLSDtnle9p/kJY1dbmYbnNeU7pHyavI8H5kuSOw7JoNlB1KdI7muCVdbgnuO5WneDw6uy43No9q49wIAoBC1UeJnpHQSXOOl+n3M9b32b+Ul8yyR99zVya/9v5X/vL9NGttVo2d+53Wz9JSkneVVYDorSUJJfbjfejYSw+liZruY2bFmdl+KBJVcxnB6y7ufd5Lulde9SNAiZxDDCVq+qbMYjnmt14yXV7H6HCmsWDDEn6Qm3W0VkoT72MxGyGuh6VZ5rZ+sl9cS828lfeecy6Rrl45KfO0JKp02STK+k7yWo2rEzH4ws3vkxaCCc/z8BJNuinGCTem5dlM7Ptk8Z65SReW5XMdZ8rns6+W1AnWjVXQzeqy8pNLRken+Lu+8zHUMp76Kxi7apHFP0a2uNrQWBPtiaJr3V8V1ubFAFAk9wOYnqAmya23Na2ZjM3yxkepmL8iijSa1RP/fNcW8QdOC6daoCvorf9DMfm9ms82q9DGakxf7yTjnjpWXUW6ShplZsqaAl6oiEJHpsQ32Rxu/a69kCqXP6032eKfD36Yg4BM02Rx0TfaWmaWqtVFIkn7P/W5t2vp/Vjl+ZvaZmf3KzPaV13TmGZJ+kBfcqdKndzIpbtbH+uMzvXZlxbwu0r7z/9w5Mioo+/bVLCLTcz1IkEvVfVA6tRSyEWxjOt9dU+JasYUgKEfzaprwTXZsgut1smOQj/2ft2u9eYmmwbGK76c7Kvh9ml7Xy3bODZR37XzOzN72P+4or/bN3Ljr/yz/31Tnbbx0zvVo7dLaaOEtV8Kmi13d9htf12py7wUAQL1lZsMzTCrJNsaT6+eg4Jn/CjN7zMx+jhtfG8/7f5JXoWO5vJdJq5JMV5P7rWB/pPMitTYsU0ULSLmM4Zwk793GW2Z2hZlNt6pdAtV5DMcXxCmCGM7Z8pJPppvZ54lnKThb+q1jJJPouyxJMrOvzewWMztYXqznOHnd4baU9KhzLq3WWcysW5Jrzyh//LjaeClrZt+qohvrRDGcbOMEyRR6DKc+PNfWNJac8hg45/IZw5HS+x1Nmx/vmOH/mesYTl6W7ZzrJq9Fu89VOfbbVV4LYmFLP/5v62LlOIbjx6uDLpgK9VxPZFHk/5t77KIm70aBOkVCD7D5Cfr73sWvzZLNvMel+7CVpYPSGPdF5LPvJa3w/39wopn8WlCDE8ybSnAT/2WSZXaV14pLXsT1qX6bmSXtU9u8LriC/j0TNXGdypeqaB3kgCTbsoOqD6bVlk3yeKsiwJVOssgj8l4iHuFv19n+5/WpZldX/2EskQPk1Z4ySZNTLcTM1prZM/KacJakfs65ZM1pF7Kg9kq0Cevg3G3pnNs70UzOuZ1VUZM03XN9hf/vtolGOq/d0n5J5o3FTZepYBsPSjH/If6/31rqrqHqUnDdlJJfh9qoYj/GH5sV/r8Jj4GkATXZuCTyfa0P+qFPWMPSObeNKoI579blsv2WeEbL+95dEx3l/xsfpMumq6TgmO+TIoEqONfXSvomi3UkU9PvaXUmqSKgmek9xyajhvdeAABsThLGePz7lAP9P6P3y/l6Dkr5zC/psDSXkxXn3FmSrpP3LH+633JLMjW53wr2x17OudZJpkkVd8sp87ppmub/mfDZyRfcG+cqhtNS0sA0l5WNTGI4/5b3DLirc24fVST21KcYTmN5LdNU4ZzbSRUJBymPn5ltMLNXVZFg11lSj1xtZC1KFMOpaZwgmRX+v8niB1LqGEKwTTWJ4dTFc20u1TSWHMxbmzGc6DYPSjSBf53rn+Xyq4uzNFPFb3SuYzjZLPvv8hIhL01QATdRolWmcZzgmPfwY0yJDJLX2lp0+lypyfc09YLN5qgikWVzj10E7zdPqtOtALJAQg+w+XlXXksWknSP/1IrIedcu7iPHpX3wNpF0q9TrSTBvJk4yO/3OH6ZPSSd7P8ZdoXh38QFfSRfleQB40J5wR5TRZO71Qn6At89yfjbladuqPw+1V+W1FrSS5JuSWO2sf6/JznnUgVJKh0fM1sm6T3/zxuSvPy7McFndWJTPN6+oGZe2+omNLP5kt6Ql/TypLxWJRbLO2fqkyrXEf/8C863d/3zMxiXqjZYSTCZvAe8guCcG1BdTR0/uTLoKmxyZNRkVbQM8psks4/y/y2WNCHNzZrq/zvAOZeoJs9ZStwvvVRxnkppnKsJBN/H3pKGxo90znWSdIn/53NZLL9W+OdlEKD4lR/4ifcreUGFNZJejxsXHINE+6CppKtzs6UVauFa/5T/7+FJur67Rt738ydV7Lu6WvblkvpIGuVfTwM/y2s6vUfcy48gOFecwTb/R949UwdVJByG/N+u64NpE9Qmromafk9TMrPVkl7w/7zZ/94m5Jxr5JxrlWz8JmCs/29G914AAGxmLvVjHPHOlvfcEVPFM76Uv+egpM/8/v3KTWkuJ2POuf6qaFHgejP7X6rpa3i/9Za8+8Gmkq5KMH0TSddmsPm5EDwHDk/0DOqcO1wVySLpPgdWF8O5SdIWaW9h5jKJ4ZRKesL/8//kdTm1UdLj+diwPPp1kufIILbznaSwZfE0YzhSAXVx45zbrbpWsfzvY5DEMjn4PAdxgmSC+ME2zrkqla+ccwdK2j/F/GmfqwnU5XNtzuQglpwqhuPkHdec8rc5+B242o8VxbtSXivD2Xja/7en30NAvIvktfxUIunFuly2c26IvJa97jOz+CTOuZJa+4mFwfS7yLv+F2ewzf+T911prIpzOroNDeV1FShJH5rZwgyWnY6afE/TMdb/d6RzrleyiZwnXy1+FYKx/r/9nXPnppqQGA4KDQk9wGbGr018hbyb019I+p9zbp/ggcwPBPRzzt0pLxM8Ou8MSX/1//y9c+6fzrnuwXjnXCvn3C+cc48rknCThVWS/uOcOzqyXQfKS2BoKulrVX3Av11eTYAukl7zb9zknGvqnLtIXha3JD1kZrOUnqALjhHOufODB1Hn3PbOuUfldfOzPKsSVu8ZeTVUpkk6J0HmeSIPSfpM3rX9VefcVc7rl1uS5Jzbyjl3hnNunKoGdUbJOycOlTQ2CBY559o4526X99CWrCnourCpHW/JO68l6cQ0b5yDYGDw0P6E//2uL1ZJutg5d3tQXj9o8qi889Ak/T5unmn+9AMix8c5r9bmP/xpJppZPo9Tpk6TNNc5d59z7jDnXBhQdM51cM5dKukded/btYo0G+t/72/2/xzqnPuHc65DZN6/yzsvJelmMwtb5ajGx5IWyEt8etp5rbLIOdfCOTdC0gNKcq6b2Qp/XqmiVmHazOxDSW/6fz7snDvZfyiWH5j6n7xu1BZJ+lumy69lv5UX2Oor6Rnn3LZS+Fv4G1Ukx9yZoCn94DfsIufceUFgxk/uel35awJ/lPJ3rf+vvKaPG0h60XldWgXX5WtVkaR0i19LtxLnnPnDqFwvO249nSXdKu/3tdI55gcf/yevJtfd/vK3kvebI6UfcJWZzZV0v//nnc65iyPHeWdJr8lr9W2dpNvSXW6a616hGnxP03SjvO4TOkv6xDl3QjTA6JzbyTl3tbymtrOtMVgf1OTeCwCAzUUzSW8653aTJOdcY+fcMElj/PEPmVlQ8Syfz0HBM/9fnHNhi6HOuQHyKr9tmWX5UnLObSnvhWUzSWPN7J40Z83qfsvM1kn6s//nLc65a5xzzf15uvnbkqwCR77cKy/5vrm8c6G/vz0NnXMnyYuBSdI7ZvZekmXEC47nMc653zj/Bb1zrqNz7i55SSZLc1aCqoIYzpEucUWZeA/4/wYxnFcTdPtWyNbJS2J5yH9GknOurXPuT5LO96cZFRe/fMc593fn3KDgHPTn662Kl6o/qSJZohAMljTHOfe4c+64uHv71s5raesjeckIMXnndlRN4gQJ+c+WQeLiWOfc7v4yGzvnTpFXETRVHCw4V891KSr2plh3nTzX5kFNYslBDOcY59yvnN8yuH9NfVr5e+a9Q1KppF6SXorE75r71/8/qCK5MSN+YkxQrrHOuaP9ZTd0XqLDn/xx9yS6Vjnniv0YzthcLztuPS3kHZtFqrg3iAriNH9zzm3hvATXv8aNq5bfQngQ+7nSOXeTv6ygVein5bV2HUuyHTWV9fc0TcG7vpaSxjvnhrlIMrBzbjv/e1Ak6YQ8rL8gmNmbqkjue9g59/vob7hzrp1zbqhz7r+S/lInGwkkY2YMDAyb4SDvBc96eS/2TF5G9BJ5TfoGn1mC+YJuKiwyrJL34BCLfPZ+Fts0zp/3Wnm1sUzeA8HqyHJ/lrRrkvmP88sRTLtcXtOnwd/vSGqZYL6x/vhRcZ83kdcMXzB/mb/M4O/fRrZ5eNy8w/3Px1VT5oTTxe3bhSmG6+Lm20reg2Uwf0xeACi6D03eS8/4bbk+wXzB+fB/ycqag3OxONH+T2O+TeZ4++N6quI7uVHSfH/ffJRkWY3kvbANtm+3GhyDwZHldMtgvlH+PGNTHNfByfaBpHsi+3qZKl9DrkuwzBVxx2dp3DFfLGmPXJ6fOTi/74j77pm8h+21cZ8tl3REkmXcFpmu3N9X5ZHP7qjmuzU4wbgT4pax0j/vTN4L6oTfE3/e30fmW+Ovp1jS1dV9z/xxHVXRFHXw+7Mq8vcySftm8v1J55xM87tpGc43IrIf46+bJq8WZsME8zWWlwQQTLfRPwbmn9dDk22P0rgWV3Ps83atl9f89PeR5a+OnFcmrzZVsnmDaaqcMzVddtxynvanPzDJ+N6q+H6ujxzfaZKaZbg/WshLEAq2cYMq/66UShqaZN6sj0MG39OanksD5P1WRc/jJX65ote3g7Ipg7+ObpHlVNmGRNMlGDe2mnMr6bzpLEM1uPdiYGBgYGCo6ZDqtzoyTfBb1C3u8xrdC6SxbcF6z4zcX61Q5VjUp5JaJZk/p89BkrrLe2aMPoes8f+/TtLhKfZVyvuJVNOp8vP2EqWO8ewXt7ys7rfkxQteiptveeT/JyYraxrHNThvxmY4397+MQzWu0qVYzpfSdoqwXyjkq1PXusV8fdgQVwh6XNt5JgUV7PNSaeTlwC2NHJ+/uSfe0mXKWliZHuPrcH3vltkOWl/N5U6JhUc1+Fxn4f7QF5Fiui+jn4f702wzMmR8cF3OHrM10o6NNv9kI9B3jO+xQ2rVTlmEVw/hqVYRjZxgoTHwB+3j7zrVHSbgmvpW6q4Xib6npwXt91z/eN5d5rfs6yea1N9f9I5J9P8bmZ0DVOWsWR/3uj1pjyyD0pUw9+Pao796XHnz3JVxEJekFcxstrfpyTrbS2vi8fodzL6+/KKpEZJ5i1Ods7UdNlxywniqmcnGd9JXrJP8PsW7JsFkjpmuD8aRvanqWq8ulzSyCTzVnucq1l3Ot/Tmp5LO0maHnceL1Xla4spybUtg7JYsm1IMl38d2ZUqnMr1bzpLENeUtOLcWVeoYq4bDA8UpP9wMCQ64EWeoDNlJk9ImkXeRnLX8u7QWkj70f8fXn9endLMF+5mY2Ul5H8hLybiybyatn8IO/HcJik42uweUvlBS3+Ku+GrIm8m7AHJO1lZtOTlOkVeU3tPiDvhqeFvBuSj+S1OnCEednWaTGvlv9hqshgjsnbT29LOs7M/pB50TK2hbwb02RDpW4szMtqP0helzmvy0uAaiWvK5KZ8gIaR6si4zw6712SjpJ3/NfICwBNknSumdV2c8zV2tSOt5nNlNdq1pvybiC3ltRVSfpnNrMyeQ8/ktcqzbRE0xUyM/ulvIf3Innn2xp5599RZnZ3glmGynuQC1qYaSXvwXuKvOPW28ym5H/LM/IbedfL2+TV+pwvr2ZmY3nB5A/kNQW+s5m9lWgBZnazvBZV/isveNtK3nXyZUmHmVnKLhCTLPNFeQGH9+UFghrKC7ZdaGYXVDP7rfKaE54i79rS1R/aprnuxfKaU79W3jVmo7zr/Hfyrvu9zezTpAsoIGb2L3m/V0/JC+C2kvf9fVvSKWZ2tiVoctq81rR+IekuedevmLzgxlhJ/RRppjwP25y3a72Z/Siv+fjb5f3mNJJ3fr0v6VQzu7Qul+2cO0ReMOwx81qLSrSer+UFB8fJC26skne/c4h5TeVnss3r5O3rCyV9KO83qoW8e6cHJe1uZv/NZJkZqNH3NB1mNlFeMuqvJH0i73i0lRd8miSv1t0AMxufq3UWoprcewEAsJn4RN7L6OdU8QL6G0m/k5eMsCbRTLl+DjKz7+UllTwh7/e6obwXOE/Ku2dJ2Q1WjnRQ6hhPpS6Ksr3f8uMFJ8nrjmWKvNhGubzWNA4ys2gXZ7XCzCZI2lVexZ5v5T0Tl8krx/WS9rHMW6w5TV6LJzPkPVc6efGCYWk819aImS2RdLC8mv6L5VVcCe65kwn2+0/yWiGvV8zsr5KGSBovr4XKUnkVVc42s8sTzHKhpFvkPbP9IC92LHn3yPfKq5j2bp43OyP+M35feXGaN+Q9uzWWt+1L5ZX3dkm9zOzRFMvIOE5QzXZ9Li+29Iq861Yjed+j6+U9a5SlmPcReV0cTfCn207eeZpWq2R1/FybUzWMJZ8h77z4Rt5+3CgvoWaffP5+mNkz8lr2ek3esW8iLynjakmnyPtNzXbZqyTtJ+86+pW/rPXyzvMRkob4vyd1smznXE95Xax/YGZPJJrGzBap4rtR6g8vy6vEtTjDbS43s2GSTpaXxLZC3vf3J3mVw/Y2s9GZLDODddfoe5rmOmbJ635+pLzr8jJ5iVdl8u4V/iEvtlHfuoPMiJmtNbMTJB0r73d5vrxrfBN5jQw8Je8cGFlnGwkk4Myyvt4DQE753REcJOk8Mxtbt1sDFD7n3Lfyuma71MzGVDd9IXDODZf0iKTxZja4brcGAAAAAJAPzrkg6LyDmRXX5bYAhcA597a8imR/MrMbq5u+EDjnBst78TvXzLrV6cYAAABspmihBwCAesg5d6i8ZJ618jLHAQAAAAAAUGCcczvJa3HK5LVqAgAAAKSFhB4AAOoZ59yW8rrqkaSH/WZMAQAAAAAAUECcc63kdWXiJL3qd3sCAAAApIWEHgAA6gnn3N3OuR8kLZDX5+0SSbfV7VYBAAAAAAAgyjl3tXOuWF7s5khJpZLqRVdbAAAAKBwk9AAAUH9sKWk7SSWS/ifpEDP7uW43CQAAAAAAAHHaSuoqqVzSJ5ION7PpdbpFAAAAqHecmdX1NgAAAAAAAAAAAAAAAADw0UIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWkUV1vADLnnJsjqbWk4jreFAAAAAAAkB/dJK0ysx3qekOQW8R1AAAAAADYpHVTjmI6JPTUT62bN2/evlevXu3rekMAAAAAAEDuzZgxQyUlJXW9GcgP4joAAAAAAGyichnTIaGnfiru1atX+6KiorreDgAAAAAAkAf9+vXTF198UVzX24G8IK4DAAAAAMAmKpcxnQa5WAgAAAAAAAAAAAAAAACA3CChBwAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAAABYSEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBAAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAEABIaEHAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAAAFhIQeAAAAAAAAAAAAAAAAoICQ0AMAAAAAAAAAAAAAAAAUEBJ6AAAAAAAAAAAAAAAAgAJCQg8AAAAAAAAAAAAAAABQQEjoAQAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAABAASGhBwAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAAABYSEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBAAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAEABIaEHAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAAAFhIQeAAAAAAAAAAAAAAAAoICQ0AMAAAAAAAAAAAAAAAAUEBJ6AAAAAAAAAAAAAAAAgAJCQg8AAAAAAAAAAAAAAABQQEjoAQAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAABAASGhBwAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAAABYSEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBAAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAEABIaEHAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAAAFhIQeAAAAAAAAAAAAAAAAoICQ0AMAAAAAAAAAAAAAAAAUEBJ6AAAAAAAAAAAAAAAAgAJCQg8AAAAAAAAAAAAAAABQQEjoAQAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAABAASGhBwAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAAABYSEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBAAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAEABIaEHAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAAAFhIQeAAAAAAAAAAAAAAAAoICQ0AMAAAAAAAAAAAAAAAAUEBJ6AAAAAAAAAAAAAAAAgAJCQg8AAAAAAAAAAAAAAABQQEjoAQAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAABAASGhBwAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAAABYSEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBAAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAEABIaEHAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAAAFhIQeAAAAAAAAAAAAAAAAoICQ0AMAAAAAAAAAAAAAAAAUEBJ60uCcK3bOWZJhYZJ59nPOve6cW+acW+ecm+Kcu9o517C2tx8AAAAAAGBzRVwHAAAAAADUR43qegPqkZWS/prg8zXxHzjnhkp6QVKppGclLZN0nKR7JO0v6ZS8bSUAAAAAAADiEdcBAAAAAAD1Cgk96VthZqOqm8g511rSA5LKJQ02s0n+57+V9J6kk51zp5vZM/ncWAAAAAAAAISI6wAAAAAAgHqFLrdy72RJHSU9EwR9JMnMSiXd7P95aV1sGAAAAAAAAFIirgMAAAAAAAoCLfSkr6lz7mxJ20taK2mKpA/MrDxuukP8f99MsIwPJK2TtJ9zrqmZrc/b1gIAAAAAACBAXAcAAAAAANQrJPSkb2tJj8d9Nsc5d56ZjY98tov/77fxCzCzMufcHEm9JXWXNCPVCp1zRUlG9UxvkwEAAAAAACDiOgAAAAAAoJ6hy630PCLpUHnBn5aSdpf0L0ndJL3hnNszMm0b/9+VSZYVfN4251sJAAAAAACAeMR1AAAAAABAvUMLPWkws9/HfTRN0iXOuTWSrpU0StIJaS7OBYtNY739Ei7Aq+HVN831AQAAAAAAbLaI6wAAAAAAgPqIFnpqZoz/76DIZ0FNrTZKrHXcdAAAAAAAAKh9xHUAAAAAAEDBIqGnZn72/20Z+ewb/9+d4yd2zjWStIOkMknf53fTAAAAAAAAkAJxHQAAAAAAULBI6KmZff1/o0Gc9/x/j0ww/SBJLSR9Ymbr87lhAAAAAAAASIm4DgAAAAAAKFgk9FTDOdfbOdc+weddJd3r//lEZNS/JS2RdLpzrn9k+maSbvP/vC9PmwsAAAAAAAAfcR0AAAAAAFBfNarrDagHTpF0o3PufUlzJK2WtKOkYyQ1k/S6pLuDic1slXPuInkBoHHOuWckLZM0RNIu/ufP1moJAAAAAAAANk/EdQAAAAAAQL1EQk/13pcXsOkjrynmlpJWSPpI0uOSHjczi85gZi855w6SdJOkk+QFiGZJukbS3+OnBwAAAAAAQF4Q1wEAAAAAAPUSCT3VMLPxksZnMd/Hko7O/RYBAAAAAAAgHcR1AAAAAABAfdWgrjcAAAAAAAAAAAAAAAAAQAUSegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABQQEnoAAAAAAAAAAAAAAACAAkJCDwAAAAAAAAAAAAAAAFBASOgBAAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAEABIaEHAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAAAFhIQeAAAAAAAAAAAAAAAAoICQ0AMAAAAAAAAAAAAAAAAUEBJ6AAAAAAAAAAAAAAAAgAJCQg8AAAAAAAAAAAAAAABQQEjoAQAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAABAASGhBwAAAAAAAAAAAAAAACggJPQAAAAAAAAAAAAAAAAABYSEHgAAAAAAAAAAAAAAAKCAkNADAAAAAAAAAAAAAAAAFBASegAAAAAAAAAAAAAAAIACQkIPAAAAAAAAAAAAAAAAUEBI6AEAAAAAAAAAAAAAAAAKCAk9AAAAAAAAAAAAAAAAQAEhoQcAAAAAAAAAAAAAAAAoICT0AAAAAAAAAAAAAAAAAAWEhB4AAAAAAAAAAAAAAACggJDQAwAAAAAAAAAAAAAAABSQRnW9AQAAANi0lJeXa8mSJSotLVVJSYnKy8vVrFkzNW/eXG3btlWLFi3qehPzYvXq1fryyy+1cOFClZSUqKSkRM45NW/eXM2aNdO2226rvfbaa5Mqv5mpuLhYkyZN0uTJk7V8+XKVlpaqtLRUjRo1Co/7TjvtpP79+2vPPffcpMoPAAAAAMCmxMy0bNkyrV27VqWlpdq4caOaNm2qZs2aaYsttlCbNm3qehPzYv369Zo6darmzJkTxrNisVgY19hyyy3Vp08ftW/fvq43NacWLVqkoqIiFRUVadGiRSopKVFpaamcc2HZt912W/Xr10/9+vVTu3bt6nqTAWCzQ0IPAKDWlJSU6KeffgpfdJtZ+GDQsWPHTfaBcMGCBSoqKtLixYvDF90NGjRQs2bN1KxZM3Xt2lV9+/bdpMq/ceNGff311yoqKtJXX32llStXhmVv3LixmjdvrhYtWmiXXXZRv3791KdPH7Vu3bquN7vGli5dqi+++EKTJk1SUVGRZsyYobVr16qkpKRSAKR169baY489wofhPn36qFWrVnW9+VkpLy/Xt99+Gz78FxUV6csvv9SaNWsSTu+cU8+ePdWvXz/1799f/fr101577VXvyl9aWqoJEyaoqKgoPN7ffvutzCzlfA0aNFCvXr3CY9+/f3/1799fTZo0qaUtr5ny8nK9/fbbGjduXHi8ly9fnvb8DRo00K677qp+/fppwIABOumkk7T11lvncYsBAAAA5EJZWZnmz5+vdevWqaSkRGVlZWFco127durYsWNdb2JeLF++XF988YXmzZsXvuSPxrM6deqkvn37blLPNbFYTLNmzVJRUZG++OKLsMJONJ7VvHlzdevWLXy23Wqrrep6s2ts7dq1mjx5cvicP2XKFK1atUolJSVav359pXhWz549w5hGv379tOWWW9b15mfFzDRv3rwwrhEMS5YsSTpP165dK8U0+vXrpw4dOtTiVtdcLBbTl19+WancU6dO1caNG6udd4cddgjL369fPw0cOFBbbLFFLWx1bkycOFFvvPFGWO758+dnNH/37t3Dsg8dOlQ9e/bM05YCAAKuupcOKDzOuaK+ffv2LSoqqutNyZmlS5dq/vz54YOBmYW12Tt37rxJPhAGL0C//PJLLV26NMx8btiwoZo3b67mzZtrxx13rJc3xKmsWrUqvFmeOnWq1qxZEz4UNWnSJHwo2nXXXdW/f3/17du33pffzDRnzpxKD0XffPNNmNRSVlampk2bqnnz5mrTpo323HPP8IGob9++9TbrvaSkRFOmTKn0svvrr79WeXl50nl22mmnSg9Effv2Vdu2bWtvo3Ng+fLl+vDDDysd74ULF6Y1b48ePSqVf//99683L/lLS0v1n//8Rx999FEY9Fi/fn3a8zvn1KNHD/Xv318DBgzQaaedps6dO+dxi3MjFovprbfe0qOPPqrPP/9cxcXFWS3HOadddtlF+++/vy688ELts88+cs7ldmNzbOLEiRo9erT+/e9/J0zead++vVq2bKnmzZurYcOGYeBzyZIlKisrqzStc04DBw7UpZdeqlNOOUXNmjWrrWJkbPbs2frXv/6lhx56SMuWLas0rnHjxtp9993VvXv38D5GUni9nzVrlqZNm1blOrj11lvroosu0sUXX6xtt9221sqSiSVLlujhhx/WmDFjNGfOnErjOnbsGF63OnfuHAb1y8rKVFpaqtWrV4cJftOnT69U/kaNGumkk07SyJEjdeCBBxb8eQ8Atalfv3764osvvjCzfnW9LcitTS2us2bNGhUXF1dpnbFZs2bq0KGDtt12203uN97M9MMPP6ioqKhSpZVobfZtttlG/fr126TKX1paqqlTp4ZJ/MuWLUvYOmMQz+rfv7+22Wabel/+hQsXVnrGnzZtmlavXq3S0tJK8ayWLVuqd+/elZ7ru3TpUi/LX1ZWphkzZoRlnjRpkr766iuVlJQknadLly6Vyh48H9QnpaWl+vjjjyu95P/+++/TmrdLly6VEjwOOOCAelNxKxaL6X//+5/eeeedMIln1apVGS0jaMGjf//+Oumkk9SrV688bW1uTZo0SQ888IA++ugjzZw5U7FYLKvlbL/99tp777117rnn6uijj1bDhg1zvKW59f3332vMmDF67LHHtGjRoirjg5Z4mjVrpsaNG2v9+vUqLS0Nr/vxdtllF1100UU677zzCroFmyVLluiRRx7RmDFjqny3g9hcz549w3iWcy4s+7x58zR58uQq18GWLVvqnHPO0aWXXqo99tijNouTtnXr1unZZ5/V6NGjNWnSpErjWrVqpb59+6pfv37aYYcdwniWmamkpETr1q3Td999F1bajD/+hxxyiEaOHKkhQ4aocePGtVksAChouYzpkNBTD9X3wM+SJUsqPQQXFRVp7ty5KefZbrvtKmV89+vXr94l+cybN0/jx48PH4K//PJLrV27Nq1547PeBw8eXG9e8i9btkxPPfWUPvnkk7D1gkwFtT0GDhyos846q14EA0pLS/X888/riSee0MSJEzNqvSBe9+7dNWjQIF188cUaOHBgQQeCguSG0aNH64033qjy0rpBgwbabrvt1KJFCzVr1ix8KCopKdH8+fMTJoDss88+GjlypE499dSCfskfJDc888wzVR5s2rRpo759+2r77bev8lC0du1affPNN5oyZYo2bNhQab6tttoqfMm//fbb12Zx0hYEAB5++GEtXbq00rggQatv377aaqut1Lx5czVt2lQbN25UaWmpVq1aFSZ9TZ06tVL5GzVqpBNPPFEjR47UoEGDCu68DwIA9913X6XkhubNm6tPnz7hNXvPPfdUmzZt1Lx580oBkCVLlujLL78MfxOmTZtWqRZQnz59NHLkSJ155pkF1T1RsgBA8DsdHZLVzistLQ2PezQgHiT5dOjQQRdccIFGjBih7t2710q5qlNeXq433nhDo0eP1ptvvhm2wtO7d2/tv//+YZl32203NW3aNOWyosmORUVF+uijj8LfxoYNG2rIkCEaOXKkDjnkEDVo0CDvZavOZ599ptGjR+u5554Lr9HdunXTGWecoQEDBqh///4ZvaRat26dvvrqKxUVFentt9/Wq6++GgZMd9ttN40cOVJnn312vardBgD5QkLPpqs+x3XWrFmjyZMnV3rZPXPmzJStFHbo0KFKTf7tt9++4O7xU1m+fLnef//9tFsviIomP/fr10+HHHJIvXnJX1paqhdeeCEse/S+PV1bbbVVeOxPP/107brrrnna2twJkhseeughffrppxm3XhC19dZba+DAgRo+fLiOPfbYgn/JX1RUpNGjR+vZZ59NGLfs0qWLtthii7DiRvCMu2jRIq1evbrK9D169NCIESM0fPjwgq6wlyq20axZM+25557q0aOHWrRoEb7kD5IYi4uL9cUXX1Qpf4sWLXT22Wdr5MiR2nPPPWuzOGlLldwQTdDafvvt1axZMzVt2rTSS/6ZM2eGce74ij4HH3ywRo4cqaFDhxbcS/6SkpIwtjFx4sTw80aNGql3797hb1Xfvn3VsWNHNWvWTE2aNAkrraxcubLSc/0XX3yhdevWhcvp2rWrRowYoQsuuKCgWi5KFtuI/k4HQ9euXRP+TpeXl2vmzJmVKnBOnjw5LH+zZs10+umna+TIkRowYECtli8ZM9OECRPCa1sQ29huu+00aNCgSq1HVxeLiE92/PzzzyudQwcccIBGjhypE088sdr4UG2YNWuW7rvvPj3yyCPh+4l27drpzDPP1L777qt+/fpp5513Tjv+tHHjRs2YMUOTJk3Shx9+qOeeey489l26dNGIESN00UUX1Yv3NwCQbyT0bObqY+AnSG4YPXq0PvvssyrjW7RooR122CF8yR/MU1JSojlz5iR8gBwwYIBGjhyp0047Tc2bN897GbIRBABGjx6tV199tUqAK3gBus0224QvusvLy1VaWqq1a9dq+vTp+vLLLys9EEheMOTCCy/UiBEjCvYl/6RJkzR69Gg9/fTTlZIbGjduHHYz06dPH3Xo0CEs+4YNG1RSUqIVK1aEL/vis94bNWqkE044QSNHjtRBBx1UcAHA77//Pmy5IRoACAJYQRBrt912U+vWrdWsWTM1atQoLPuiRYv0xRdfhA8FkydPrrT/9tprr/Alf8uWLeuiiAktXbo0bLkhCAAE3cpEE/H23HPPpNu9ceNGTZ8+vVJg+Kuvvgofsjp06KDzzz9fl1xyScG85E+W3HDggQdq4MCBYbm7d+9e7YPRhg0bwhYsioqKNH78eM2YMUOSty+PO+44jRw5Uocddlidv+SPxWJ6/fXXqwQA+vbtq9NPP139+/dXnz59MmpdacOGDZo2bZqKior0xhtv6OWXXw4TwnbddVeNHDlS5557bp2/5P/666/15z//uVIAoFu3bhoxYoSOPfZY9ezZU40aZd6j6fr16zVlyhS98MILevDBB8PrR5s2bTR8+HBdf/312mabbXJalkyUlJToj3/8o0aPHh0GANq3b6/zzz9fI0aM0E477VSj5a9du1bPPPOM/vnPf+rLL7+U5NWMOuqoo3TXXXfVadD/f//7ny699NLw2ta0adMwOLX33nvXePlmpg8//FCjR4/WCy+8EL4g2XXXXfXAAw9ov/32q/E6srF48WJdfvnleu655yR5x+Poo4/WyJEjdcQRR+TsRcS8efN0//3364EHHghrBW699da6//77ddxxx+VkHQBQX5HQs+mqb3GdaGzjtddeq9J6QaNGjbTTTjupZcuWatasWfiSP6i4Ef9yXPIqrlxyySU677zzCrqbkiC54emnn65SIz94AbrjjjtWap2xtLRU69at0+zZs1VUVFSlVccWLVrorLPO0siRI7XXXnvVVlEyMmfOHI0ZM6ZKbCNovSBoUbhLly5h2cvLy1VSUqI1a9ZUerZdsWJFpWUPHjxYI0eO1PHHH19wL/mXLl0aVtyIJjdsscUWYesFQTyrffv2at68uZo0aaINGzaotLRUy5cv11dffVUprrFy5cpwOdtvv70uvvhiXXjhherUqVNdFDGhkpISPffccxo9erQmTJgQfh50KxNNbkjW8kYsFgvP+aD80VZeCvElf7Lkht13312DBg0Kj3evXr2qPVdjsVjYgkVRUZE+/fRTffrpp+H4/fbbTyNHjtTJJ59cEC/5J0yYoH/+85+VYhtdu3bVOeecE8azMulCLBaLhV1xjxs3Tk8//XQYz+/cubMuvvhiXXzxxerSpUteypOuhQsX6u6779bDDz9cKbnh/PPP1ymnnKI999wzq8qE5eXl+uabb/T6669rzJgxmj17tiQvDn7KKafohhtuqNOkrlgspgceeEB33HFHWLE6iG1ceuml2nvvvWsUYy8rK6v0XQr0799fd9xxhw477LAalyFb06dP10UXXaRPPvlEUkWsaeTIkTryyCNzEtuYPn267rvvPj366KNhYl+nTp30l7/8RWeccUadvL9Yv369Ro0apT//+c/hfdvee++tSy+9NKfv01asWKHHHntM9913n2bOnCnJq+x4xx136IorrqjzGDYA1KWcxnTMjKGeDZKK+vbta/XB7Nmz7YYbbrAOHTqYJJNkLVq0sP3339+uvPJKe/TRR+3rr7+2srKypMsoKyuz6dOn2+OPP25XX321HXDAAdaiRYtwee3atbNrr73Wvvvuu1osWWpLliyxu+66y7p37x5uZ5MmTey4446z2267zd544w37+eef01pWWVmZTZs2zR599FG78sorrXfv3uEyGzRoYEOGDLE333zTysvL81yq6pWWltojjzxiAwYMCLdRkh1++OH2r3/9yyZNmmSlpaUZLXPjxo02ZcoUe+SRR+zEE0+0hg0bhsvt1auX/eMf/7BVq1blqUTpGz9+vB111FHmnAu3r0+fPvbAAw/YvHnzLBaLZbXcjRs32uTJk+3GG2+0LbfcMlx269at7corr7QFCxbkuCSZWbJkiV100UXWtGnTcNu6du1qd9xxhy1atKjGy1+7dq099NBD1rdv33D5zjk7+uij7ZtvvslBCbITi8Vs7Nix1r59+3C72rdvb9ddd13OrkWxWMw+/PBDO+OMM6xx48bhenr37m2fffZZTtaRjVmzZtmgQYPC7WnatKkNGzbMPv/886zP80TmzZtnv/3tb23rrbcO17XNNtvYa6+9lrN1ZGLDhg32hz/8ITwWwXn46quvpvwNy0ZJSYk9/vjjtu+++4Zlb9OmjY0dOzan+zhdn3zyie2yyy7htuy99942duxYW7duXc7XFYvF7LPPPrNzzz03vK40bdrU7rzzTtu4cWPO15fKypUr7aKLLgrL3b17d7vrrrtsyZIleVvnTz/9ZH/4wx9s2223Dc+za665Ji/7OpV///vf1rFjR5NkLVu2tBtuuMG+//77vK5z/fr19uyzz9ree+8d7vOzzz7bli5dmtf1AkAh8++Bi6wA4hAMm2dcJ4ht7LjjjuHvc6NGjaxPnz524YUX2n333WcTJkywkpKSpMuIxWJWXFxsL7zwgv3mN7+xI444olKMqGnTpnbuuefaZ599Vif3uomsW7fOxo4dW+m+RJIddNBB9utf/9peeOEFKy4uTmt7Y7GYff/99/b888/bjTfeaAceeGClZe677772+OOPp9yHtSUWi9lrr71mxxxzTKXYxl577WV33323ffDBBxnHX2KxmM2ePdueffZZu/jii61ly5bhcjt37my/+93vbP78+XkqUfpmzpxpw4YNSxjbmDlzZtYxt1gsZrNmzbL/+7//s5122ilcduPGje3000+3r776Ksclycz69evt97//faXYRrt27eyaa66xb7/9tsbLLysrs5dfftmOPPLISud9//797f333695AWpg3Lhx1qNHj7xei6ZPn25XXnmltW7dOlxPp06d7Nlnn83J8rOxbNkyO/fcc6vE2HId21ixYoX94x//sF69elV6J/CPf/yjTmLYsVjMnnzyyUrn+oABA+yRRx7J+fN2eXm5vfnmmzZkyBBr0KBB+Nv5u9/9ztavX5/TdaXj+++/t4MPPrjWYhvfffedXXvttdauXbtwnRdffLGtXLkyL+tLZuPGjXbHHXdYkyZNTJJ16NDBbrjhBps9e3be1rl69WobM2aM7b777mHZjz/+ePvpp5/yts5EJkyYYLvuumv4HR8+fLhNnDgxr+uMxWL23nvv2dChQ8OyH3DAAQX1zg4AalsuYzp1HsRg2DQDP99//70NGTKkSnLDgw8+aGvWrKnx8tetW2ePPPKI9e/fv9ID4dFHH12nNwnBjWKzZs3yktxglvwl/+67726TJk3KyTqyEb1RjCZa5SIAEPXjjz/aLbfcYp07dw7Xtd1229lbb72V0/Wka/Xq1XbppZfWSjCytLTUnnjiCdtvv/0q7ecnnniiTgKfL730knXq1Cl8ODjqqKPslVdeyXlyg5l33n/++eeVAmzNmjWzv/zlL3lZXyrz58+3Y445plIgKl/JDYGFCxfaH//4x/Alf4MGDeyGG26o1aBveXm5/f3vfw8TKrfaaqu8JzeYVbzkj17vhw8fbsuXL8/reqOmTJlSKansoosuymsAIOqLL76wY489Nlz3McccYz/++GOtrHvdunV23XXXhQGoXr162UcffVQr6zYzW7x4sV1wwQWVEommT59eK+t+6623bLvttgsTcm+//fZaTSgqLS21X//61+G+33nnne3jjz/O+3p//vlnO/XUU8N9fvDBB+c9kSdeeXm5/fWvf7XmzZubJNt6663t5ZdfrtVtAIBCQULPpjsUelxnxYoVdumll+at4kZZWZm9+uqrdvTRR1eKG/Xt29c++OCDHJQge88995xttdVW4Ta1bds2Z8kNgRkzZlR5yb/11lvbf/7zn5ytI1Nz5861ww8/PNyeJk2a2DnnnGOffvppTuMNK1eutHvvvbdS/KhVq1Y2ZsyYOolrlJWV2V133RWe6/mMbZSXl9tbb71lQ4cOrfSS//e//71t2LAhp+tKR1FRUaWXzv369bOHH37Y1q5dm5f1fffdd3bddddVSqi47LLLbPXq1XlZXzJr1qyxK664ItyGHXbYwf785z/b4sWL87rO+++/3/bcc89wvSeffHLOYsXpevXVV61Lly5hTO26667Le2wjFovZ+++/b0OGDKmUHFlbMRUzr+LM8ccfH67/8MMPtwkTJtTKuouLi23kyJHhuvfYYw/zKurnX3l5uY0ePTpMpNxyyy3t6aefrrWEqnXr1tltt90Wvr/Yfvvt7e23366VdX/99deVKhxfeOGFtmLFilpZt5l33j/wwAO2xRZbmORVAn3qqafy/jtXWlpqN954Y6VY0ieffJLXdSby8ssvhxU0mzdvbn/9618LojI6ANQ2Eno286GQAz/xN4q1UdNqwoQJNnz48DCJpnnz5va3v/2t1m8S4m8UjzzyyLwlNwTiX/I3bNjQbr755oxbwamJ+BvFHj165KV2Q7wNGzbY888/b/369av0kr02s/3fffdd69atW1i76re//W1eAwBRX375ZaUaTkOGDKm11nqWLFliZ555ZrjuAw880GbMmFEr6zbzXjhHaxPtv//+tdJaT9AqT9u2bU2qmxZT1q1bZ9dff32lBIvaaK0nvlWeM888M++JPPHiA6210VpPfKs8Xbt2tXfeeSev60wkFovZY489Vqvn3meffRa2ytOgQQO78cYb66zW8BtvvBH+zgWt9eTrN379+vU2YsSISgl706ZNy8u60hFfq+qGG27I233FRx99VKlVntGjR9dpwOW7776zAw44IDwWI0aMqPVWmgCgrpHQs+kOhRzXid57BbGNl19+OW/3IPEtOzvn7KqrrspbUkEyixYtspNPPrlSpbR8JjeYJX7Jf8YZZ9Tqs1ail45/+tOf8h7biMViNm7cuEqVFw477DArLi7O63qjZsyYYQMHDgzXP2zYMJs1a1atrHvu3Ll2ySWXhOvea6+9bPLkybWy7vXr19tvf/vbsAXsHXfc0d57771aWbeZF9cYNWqUNWrUKEyoqa3WesaNGxe2pl4XLabEYjG77777rFWrVmGCxXPPPZf39ca3yrPffvvZzJkz877eeC+88EKYMFkbrfXEt8rTunVre/DBB+skeXD8+PFha3e1ce4VFxdXapXnlFNOSbu3gFybOnVqpfj9xRdfnLdEvlgsZn/5y1/CVnm23XZbe/PNN/OyrnTEJ8uecMIJeXt3MXfuXNttt93Ce6nrrruu1lt7jlq6dKmdc845YdkHDx5cq5UzAaAQkNCzmQ+FGviJb77x1FNPtYULF9ba+n/++ecqSQa10VpPfPONdXGjuHbtWrv66qvDmm277bZbrbTWE/+i8dprr631G8X4/V8brfXEt8rTp0+fOmkmORaL2UMPPRTW6quN1npeeeWVsFWeukqei25L0FJT0FpPvsq+YsWKOmslJZFPP/20UrLFzTffnLfj8MILL1RqlefFF1/My3rSFR90vfLKK/NS9tWrV9uhhx4arufSSy+t8+795s+fX+k8vPDCC/PyYuXll18OE6d69epln3/+ec7XkakVK1ZUaq3nnHPOyXlyx9q1a8NEybpolSeZkpKSSomzp59+es5r8L755pthiziDBw+u9VZ5kgla6wmStk888cRaTVoGgLpGQs+mOxRiXGfFihV2/vnnh/dbe++9t02dOrXW1r9u3Tq7+eabKyUZ1FZrPc8991zYxXWrVq3svvvuq9UXvolaQ62N1noSvWiszThe4Nlnn620//PdWk98ZZEuXbrUWdfO0YpitdFaz+TJk8NWeeoqeS66LXvttVd4/l122WV5iymWlZXZNddcUyetpCQyZ84cO+SQQyrF0HPRon0iX375ZaVWef7v//6v1lu6jlq8eLGdfvrpYdkPP/zwvMRaysvL7fLLLw/Xc8QRR9gPP/yQ8/VkYs2aNXbllVdWeneRj1Zjpk6dGsZLaytprDobN260P/7xj2GFuYEDB+a8e+1YLGbXXnttpZhZbbbKk2q7oomz/fr1y3nS7MyZM8NWpuuqVZ5k/vvf/4at9ey11151cp8BAHWFhJ7NfCjEwM+//vWvSs03Pv/883W2LS+++GKlhIN77703b4GAefPmVepTva5vFD/44IOwT+6GDRvabbfdlrey/+1vf6v1rkBSmTZtWqUWkn71q1/lpew//fRTGPxo3Lix3XrrrXXSNHLUDz/8UKm1niuuuCIvCQ6jR48Ok8YGDRpUEH3gxtcyuuSSS3IemPj555+tT58+tdYySrriW+s577zzcp588PDDD1dKIqjtVnmSCQKwQSLfWWedldPv4dKlS22fffYxyevf/t13383ZsmsqFovZo48+GiZfnHrqqTmt1fXkk0+GL1EuuuiiOmuVJ5lXXnklvN8YOnRozrZv1apVYWswW265Zd77Fs/G+++/HwaAjj766JyV/b///W8YVDv//PMLIokp3scff2xt2rQJA7Ek9QDYXJDQs+kOhRbXeeedd8JWeZo0aWJ33nlnnd0TTJo0qVIN86uuuipvrRisXbvWTjvttPB58pBDDrE5c+bkZV3piG8Z9eyzz87b/fhbb71V612BpLJo0SI76aSTwrIfd9xxeUk0KSkpqdT1zvDhw23ZsmU5X08mVq9eXalLnsMOOywvrVe8//77YcswtZkwl8qGDRsqtdZz0EEH5bz1ivXr19spp5xSay2jpCu+tZ799tsv561XfPTRR+Fz1MCBA+ukVZ5kXnjhhbCF2L333junyR0bNmyws88+O/xNe+CBBwoijhcYP368bbPNNmEl0Vy2nPP555+HLRINHjy4zlrlSWbKlCnWtWtXk2S77767/fTTTzlZbnl5uV144YVhvP7pp5/OyXJzafbs2WErTb169bL58+fnZLnTpk0Lv0v7779/QbaCM3fuXNt5553D90i11csAANQ1Eno286GQAj+xWMxuvPHG8KGzLptvjIrvEuiXv/xlzm/cv/vuu/AGtK6bb4yKb63nsssuy2lyRywWs1GjRoX7ti5a5UkmaK0nCARcdNFFOU3umDNnTnjjvcsuu9RJqzzJxGIxe/DBB8MEh3PPPTenAdg77rgjPOZ/+MMfCq7f2xdeeCFswSGXrVfMnz/fevbsGQa8CqXViqhoyxonnXRSzsp+7733hsd81KhRBRX8CLz33nth8Gvo0KE5Kfvy5cvDWoJdu3YtiMS1RD744IOwda4hQ4bkpOzPPPNM+Nvx61//uiCPuZnXQlXQ/Vgujvu6devsoIMOCn/Pa7MLwUxNnDgx7I5i6NChNb7Ov/POO+HvRj7ulXJp8uTJYfPsJ5xwQkEmHgFArpHQs+kOhRTXefLJJ8Nn6L333tu+/vrrut4kKy0trdRazxFHHJHz1itWrFhhBx54YJ21ypNMfGs9hxxySM5br/j3v/8dJnQPHTq0oGrLP/vss+HL6EGDBuU0uWP16tVhqyht27a1V199NWfLzoV33303vN8dOHBgThONoq2wnn766XXWKk8yX3zxRdiiSP/+/XPWekVJSYkdddRRJnndLY0fPz4ny82laMsae+65Z87i6u+99154HTnppJMKslLErFmzbIcddjDJa20+F8e9rKzMTj31VJO8rqTrotv0dMyZMyeslLvrrrvmpOxffPFFGCc67rjjCiZeH2/evHlhrHXXXXetceXBWCxml112WVi5+4033sjRlubeggULwqTl3r1717jss2fPDq+dRxxxRMFd26MWLVoUxlt32223nLfQBACFiISezXwolMBPeXl52N9zw4YNbezYsXW9SVU89dRTlWqd5yq5Y9q0aWErQPvss0/BtFoR9eKLL4Yv6c4555yclD0Wi9kNN9xgktfNzyOPPFLzDc2D1157LUzuOPPMM3NS9rlz54YP2H379i2IxLVE3n777bD1itNPPz0nZb/rrrvC2pFjxozJwVbmR7S22RlnnFHjsi9ZsiTsUi6XtUbyIVrr6swzz6xxwtWjjz4aJvP89a9/zdFW5sfnn39u7dq1y0nZ16xZY/vtt19YY2TevHk53NLcKyoqCst+9tln16jsr732Wvgi5/e//30OtzI/Jk+enJOyb9iwIezGrHPnzjZ79uwcb2nuTZkyJSz7Oeeck3XZJ06cGP5eXH755QXxAqs6X331VZjMNXz48HqxzQBQEyT0bLpDocR17rvvvjCh+/rrry+4hNnPP/+8Uq3zXLWIvHTp0uD7Zdtss01BJDHFmzJlSthFxd57752zGvdPPvlk2Arr1VdfXXCVdczMpk+fHrZe0b9//5wc97Vr14Ytcm699dY2ZcqUHGxp7n377be2/fbbh7GnXJT9jTfeCGOjl1xySUEeczPvxXT37t1zVvYNGzbYkCFDwlZYi4qKcrSluTd37lzr0aOHSV53PDVNZPv888/D+Fg+WnPOpR9//NF69eqVk7LHYrGwq+7WrVvbZ599lsMtzb2ffvopjDv279+/RmWfOXNm+HuZy8p++fLzzz9b7969c1L2m2++2SRZ06ZNCzaBKyoabx4wYEDWSbsLFy4ME+IGDx5ccC1sJ7J48eLw+7733nsXdAISAOQCCT2b+VAIgZ9o5nOzZs3slVdeqdPtSSXaesWFF15Y45c/s2bNCjOfDz300Lw0g5sr77zzTviy7qKLLqpx2W+77baw6cp///vfOdrK/Bg/fnzYfPSIESNqVPaFCxeGzULut99+BdH/biqffvppzsp+//33h4kdjz76aA63Mj+iQYtLLrkk67KvWrUq7MItF7VFasOECRPCsl966aVZl/2VV14Ja8LefffdOd7K/Ige9yuuuCKrZcRisTCxY7vttrO5c+fmeCvz47PPPguv8zfccENWy5g5c2b4O3ndddfVmySJaNlvvfXWrJbxu9/9ziSvm4Fp06bleAvz59NPPw3L/ve//z3j+deuXRvWBqxpMlhti5b9iSeeqOvNAYC8IqFn0x0KIa7z4IMPhs96d955Z51uSyrR1iv233//GrfUs2rVqrDr9B133LFOu9iqznfffWfdunULy17TF18vv/xy+Kx3yy23FPR9/5w5c8LkjgMPPLBGZV+/fn3YTfm2225bsK2wBubNmxfeq9e07B9++GH4rHfVVVcV9DE381pJDlrGrknZy8vLwy6X2rVrV7AJXFELFiwIyz5o0KCsW1eZOXNm2MrVWWedVS+e9RYsWBB+3w866KCsu0QLnu+bN29uH374YY63Mj/mz58flv2www7L6nitXr06XMbhhx9ekK0xJTJ//vwwIWXo0KFZXZ9efvnlsLL5Sy+9lIetzI8ff/wxLPuwYcMynj8Wi4UJi/379895S3759OOPP4b3Nr/85S/renMAIK9I6NnMh0II/Nx00031KvN5/PjxOXlZGb3RPPjgg+tF5vP48ePD1mquv/76rJczZsyYsJWWZ599NodbmD/jxo0Ly37TTTdltYz169dbv379TJLttddeBdkPbSLRst92221ZLeODDz4Ia2vee++9Od7C/Hn//ffDpqT/9re/ZbWM8847zyTZDjvskLM+jWvDe++9F5b9sccey3j+hQsXht35BN+Z559/3i6//HI74IADwkSxs846K+kySktL7d5777UBAwZYhw4drGXLltazZ0+74oorrLi4uMr0H330kV1//fXWv39/23LLLa1JkybWrVs3u+CCCzIKtEbL/vLLL2dc9iB5rV27dmG/8vku+/jx4+3ss8+23r17W/v27a1p06bWrVs3O+644zL6bX333XetYcOG5pyzDz74IKNyl5WV2b777hu2bBX8Pua77InmD2pnbbPNNmlv/xtvvGGSrFGjRjZ58uS05zPzmqMOWiV6//33w8/zXfZHHnkkfHmWaLjvvvvS2v4XXnjBJFmLFi1s1qxZGZX9l7/8pclv5jgI9tXWMV+9erXdeuuttscee1jLli2tVatWtuuuu9pFF12Udi3Chx56KPy+FnLraQBQUyT0bLpDXcd1nn/++bCVlkJvkdPMrLi4OEzqOeKII7J+2VtaWhp2udStWzf78ccfc7yluTd37lzbdttta1z2Dz/8MHxe+vWvf53jrcyP4uLisOxHH3101okJw4cPN0nWsWPHgu5eN6q4uDhspeiEE07IKo45f/78sGXP888/v+CTeQJz5swJy37OOedktYygC/GWLVsWfCstUd9//7116dIlTMDK1MaNG61///4meV0uBc9X9SGuEy37qFGjMi77559/bg0aNDDnnL322mu1Uu5cxXRmz54ddreXTRxz5MiRJnldtgVJr/UlpjNr1qywm7DHH3887fnMvNb2gpbs/vKXv4Sf15eYzowZM8LYfaZdQD7xxBMmvyWqaOvi9SWuM2nSpDCO+dFHH2VUdgCoT0jo2cyHug78PP300/Uy8znanUg23YPFYjE77LDDTDVsDrEuRMv+3//+N+P5Z8yYEQZ+7r//fjPL7AZx2LBhKW90Ja9f+HiLFi2y66+/3nr37m2tWrWy9u3bW9++fe3Pf/5z2vv/1VdfDWugZdNX9m9/+9swsWPRokW1VvbZs2fb+eefb9tuu601btzYOnXqZKeffnpGwaeglkKjRo3syy+/zKjca9asCWsGRVv9qK0Hg7Fjx9qAAQOsZcuW1rp1azvooIMyagns+eefD2vlZFr77vXXXw8TFqdPn15pmfks+7x58+y2226zk08+2XbccccwmSrT7Q9edLdt29YWLFiQ9nyxWMxOPPHEsFZQEOzbc889TZK1atUq7OM6Wbk3btxo+++/v0mynj172uWXX27XXnutDRo0yCRZmzZtqjRn36lTJ2vQoIEdcMABdtVVV9m1114bdnvVsmVL++STT9Iuw//93/+Z5HWdtGzZsrTnmzt3bnhMn3rqqfDzfJf9lltusS5dutgJJ5xgV1xxhd1444125plnhq0N3XzzzWmXIWhieKeddsqoFmOwz7p06VJpn+W77PGuueaasNyZBH/MKoJXe+21V9oJIevXr7c99tjDpKqtOuW77EHwZ+jQoXbLLbdUGSZOnJh22c844wyTvBqc6b7g+PDDD805Zw0bNqy0rto45nPmzKlU2/i6666za6+91k466SRr165d2q0exmKxsJZ1tjX5AKA+IKFn0x3qMq4zderUsHvu+tDVaiDanUi2rXL+6le/MsnrcinThOi6NGPGDNtyyy1Nkv3ud7/LeP5Vq1ZZ165dTapoyba+xHSiZc8m+eyll14KYwNBl0v1JaYzffr0sGvtTFtMjrZAe8QRR4RdkteXmM60adPCF92ZVtiZPXt22KLn888/H35eX2I60RfdmVbYuf32202Sbb/99pW6MKovcZ33338/qzhmSUlJ2IXRtddeW2vlzmVM58UXX8wqjvnee++F+yxayak+xXSiFXYyiWOec845JskOOOCASvGQ+hTTufvuuxPG5FJZsGBBmKz50EMPVRpXn+I6QYMBPXr0oOstAJssEno286EuAz/R1hv++c9/hp/XxsOwWc2zf4Mmpdu0aZNxTayghZoOHTrYwoULa6XcQcAl1ZBuNyP33HNPGLhaunRp2uUuKyuzgQMHmiQbPnx4+HkmN4gvvvhiwhvcW265JWwS9K677qo0z5w5c8LaCYMHD7brrrvOLr/88rDrqz322CPt5meDJld33HHHjJrnLioqSvgQne+yFxUVhbUTDjnkELvuuuvstNNOs8aNG1vLli3t008/TbsMl19+uUleLY1MavJdddVVJsl23333SvPVxoPBtddea5LXFPbVV19tI0eODJsL/sc//pF2Gc4666zw4SLdF93Lly8Pa4L9+c9/rjQu32UPHt6dc9a9e3dr27ZtVsGfWCxmRx11lElejax0X3Q/88wzYfmiwan33nvPvv32W4vFYmFwJVm5n3vuOZO87gjj93nwPTzvvPMqfX7nnXcmbAXpj3/8o0leCyLpKisrC/f7ueeem9Y8sVjMfvGLX5hUteZjvsuerJW3H3/80bbaaitr0KBB2sGM9evX2+67726S7Oqrr05rnpkzZyatDZTvske9//775pyz++67L6vgz+rVq8PmetN9KRVsV/fu3av8LuS77EHw55FHHkm/kEksWbIk/K1Mp+utaFdbv/nNbyqNy3e5N2zYYHvttZc1btw4YXJxWVlZRok58+bNC38r6XoLwKaKhJ5Nd6iruM6GDRvCFmjPO++8rFpnrMuYzoQJE8LKSuPGjcuo7J999pk1aNDAGjRoUOnlcn2J64wbN84k76XtF198kVHZL730UpNkffv2DfdzfYrp/Pe//zUp8xfdS5cutU6dOplUudWL+hTTCZ4d2rZtm1HrwY899ljC+Gd9iun85S9/yTiOWV5eboMHDzZJdtppp1UaV19iOmbZVdiZNm1amKz5v//9r9K4+hTXueyyy8I4ZroVdm688UaTZDvvvHOl60p9iumYmZ155pkmpV9hJxoLiW/VqD7FdKJxzCFDhqQVFwgqsTZv3ty+/fbbSuPqU0wn2mp2Ol1vRbvaOvLII6vsq/oU1yktLbXddtvNJLreArDpIqFnMx/qKvATi8XshBNOMEn2i1/8otKPc74fhs1yk/0bi8XsmGOOMUl2zDHHpH2DUVxcHGaZP/PMM7VW7nvuuSfh9L/73e+scePGJintrO/y8nI74IADTJKdffbZac1jZnbXXXeZ5GWKR7ubyuQGMZnly5db8+bNrUmTJrZ48eJK44IWF+IfSMrKysImstOtoRRtieHKK6/MeJ74Zm7zXfa99trLpMrNhZqZffLJJ9aoUSPr0aNH2g+1a9asCc+vW265Ja15gq62GjZsaJMmTao0Lt8PBh9//LFJXvJVtGbCnDlzwuZr58yZk1Y5kgXvUgm62ho4cGBYgy2Q77LPmzfPPvjgg7AW1UEHHZR18GfevHlhTb50ut6KJmuOGTMm6XTVlfvOO+9MeO6aeUFNSXbsscemVYaysrKwq8QlS5akNY+Z2TfffJNRTb6gq6327dun7LqnNstuZnb88cebpIyans2kJl8mQYN8ln3lypXWtWtXO+yww8zMsgr+mCWvlZZItKut6l4E5aPsuQz+mJn95z//MSm9rreuueaaMKAadLWVSD7KHdS6u+6669IoVXqiNfmCZGsA2JSQ0LPpDnUV1wlertak9Ya6jOmYpU7MTqakpMR69eplUtWuyOtTXOeKK64w+ckw6VbYeffdd02SNW7c2L766qvw8/oU0zEzO/vss8NzJ90KO8kq+dSnmE40jnnsscemFcecP39+mEzy8MMPVxpXn2I60Qo76Xa9FXS11bFjR/v5558rjatPMZ1ohZ10ut6KdrV10UUXpZy20OM6q1evth122CHh9SORaFdbH3/8cdLp6kNMZ8mSJRnFMdNtrbg+xHSiFXaq63or2tXWPffck3La+hDTSVXZLt6TTz5pUtWuthKpD3GdaBwz1fcXAOorEno286GuAj9BV1tbbLGFzZ07t9K4fD8M5zL798cffwxfdKfT9Va0q60TTzwx69YbkklV7mTefPNNk2R9+vTJaF3ffvtt+CCVTtdb0a62gv6HE8m27H//+99Nkp1++ulVxgVdaSSqeRZ0EXP33Xenva7oC9x0ut4KutqqrlWfXJd99uzZJsm22mqrhEGqk046Ke1EhUC0Jl91TdZGu9qqrmnYfDwYBM2lxgedzCqOSSZNjEeb164uiBLtaqu6ZrBrIxBQk+CPmdnDDz9sUno1+U455RSTKne1lUh15X7llVdM8pI+48/f3//+9yal30x6eXl5WEM2mkxoVvHwnCwRJdr11ooVK5Ku4+eff07Y1VYitVn2RYsWWefOna1p06ZVfheqK3tQk69Hjx5VktISLSedZn3zWfZhw4ZZ69atw/uKVMGf6soeBLMGDRqUsjxBza/LL7885XRm+Sl7UI6rrrrK7rnnHrvjjjvsscceSxmMqa7sQddbqRJ2lyxZEgaJqntplI9yH3rooSbJpk2bZnPmzLHRo0fb7bffbk888UTS4G515Y62sJVu0ioA1Cck9Gy6Q13EdaZOnRomkNSk9YZkaiumk6rr1GSCrrZ22WWXKq3C1Ke4TrTCTjrPxdGutlK1AlQfYjrRF7jpPFelGwuoDzGdaByzuiSoaFdbRx99dI2e7wshppNJhZ1oV1v//ve/U05bH2I6yVoNT+RPf/qTSVWTNROpD3GdYBsbNWpkU6ZMSbn8oIWPaFdbidSXmE60661UvQt89dVX4T6qrlJTfYnpBMkiHTp0SNmCW3At2X///atN8KwvMZ2g661dd9016XU7FouFycn3339/ilJ76ktcJ2hh65hjjqm2TABQ35DQs5kPdRH4ibbeUN0NQz4CAbnO/h07dqxJ6XW99a9//Su8mUxV+zsf5U7mxBNPNCl1SxrJpNv1ViwWC1tviHa1lUi2ZQ9qm7z33ntVxgVN9P7hD3+o9Hl5ebkddthh1qBBgyqBoepuEKM1+ZI1i2rmZcan+9Cc67IHtZn23nvvhPNdf/314UNDVHVlD7re6tevX8qAzh/+8AeTqna1lUg+HgyC7q4SNUn7ySefmOT1jRxVXdmDWnnHH3980rLEYrEwKPynP/0p6XSB2ggEpBP8SVX2aJO1qbpgmjlzZhgsSNQPfFR15Y7FYuH1adddd7Urr7zSrrvuOjv44IOtcePGdsUVV6RMMokKugAbOHBglXHVHfOysjLbZ599qt3Pd9xxh0myww8/vNoXCPks+8SJE+2WW26xm266yYYNG2bt2rWzhg0b2ujRozMu+/r168OkvGQBz1gsFtxMJgy01lbZg5ZlHnzwwfCzmgR/Vq5cGQYLkwX9Zs2aZc65hIG1RPJR9qAc8UPDhg1txIgRCX+fqiv7999/b865lC+RggDRkUceWSflbt26tTVr1szuuuuuMME2GFq2bFml7/d0yh3d1s6dO6dd0xkA6gsSejbdobbjOtGuti6++OKU09aHmE4mLS4GrTc0aNCg2q6O6kNcJ5Out4I4QLSrrUTqS0wn2vXW999/n3S71q1bl3byT32J6US73opPjIgKKiqlE++sLzGdoOutrl27pownnH/++SbJTj311KTTBOpDTMesosLOgQcemHQZpaWltuWWW5oke+ONN1Juk1n9ieuMGDHCpNStM/3vf/8zyeverbou/OpLTMesonWfVMlvwf657LLLUpbbrP7EdGKxWHivkqwS9vr168PrezoVdutLTCdarmT3NZnGPupLXGfx4sXWtGlTc86l/G0HgPqIhJ7NfKjtwI9ZRX/buXjpmUyqQECus3+jTdam6gM2ejP19NNPp9z+fJQ7kYULF1rjxo2tVatWtmrVqirjq7tJina99fvf/z7peoIg0VZbbZUyWGCWXdmDB/mdd9454fhFixbZLrvsYlJFn+NXXnml9ezZ09q2bZvwJXQ6N8dBJnuq5juDoNf5559fbTlyXfZvvvnGJFmnTp0SfteC2lxHHHFEpc+rK/uaNWvC/uuTNfe6cePGMPgSX2MzkVw/GKxZs8Ykr6nzRBYvXhyek5mUPfjONGjQoErrYoEg6NaxY8eU3dDkq+yJ5CL4E9Qca9OmTdKWpq6++mqTZBdccEHK7TFL73yPxWI2atQoa9iwYaUHu0MPPbTaAHrg+++/t44dO1qjRo0SNrm6YsUKmzFjRsq+yF944YXwe5bou1RWVhbWVs1F0Mss+7IH/YwHwxZbbJG0q7R0yh7UeI2/TgQ+//xzk7xuxqoLepnlp+wLFy60jh072lFHHVXp81TBn3TKftlll5kku+SSSxKODwLo6fRNbpafso8bN87+8Y9/2DfffGNr1661BQsW2HPPPRcmYp1xxhlV5kmn7MF9TaKkxPLy8moTvfJZ7tLS0jDAJXldXcydO9eWLl1qDz/8sLVq1cqcc/buu+9mXO5oLbXnn3++2rIBQH1CQs+mO9R2XOfBBx80KTetNyRTmzEds4oKO3vssUfKONURRxxhUnrJRPUlrhPELIYMGZJ0HYsXL7YmTZqYc65SV1uJ1JeYjpnZ6aefblLqSitBJb699tqrxq03JFIXMZ1YLGaDBg0yKXVXPMEzwR133FFtOepLTKesrCx8lknW2viyZcvClny+/fbbWi97IrmI6axataraSitPPPFEeL6n09JZfYnrzJ49u9pKK0Hiy2233Vbt9tSnmE4Qk996660TJm6sWLEibI1q+vTpKUrtqU8xnaC18QEDBiQcHySJ9e7du87O93zFdIL7mmRJiUHr6um2Tlyf4jpB626/+tWv0iobANQXJPRs5kNtB36iN4lff/11tdPnIxCQj+zf7777ziRZs2bNkrZU8+yzz4YPb/lIZKqu3IncfvvtJiXvEzmdAMg777xjktfVSrKM7lNPPdWk9JrCzabsw4cPN6lq//JRy5cvtxNOOKHS8XbO2cUXX2w//PBDlenTuUF84IEHTJLtu+++CcevXr06fFiuLuhllp+y77zzzgmDNJ999ll4/sfX9kqn7L/5zW9Mkp155pkJxwc1K3beeee0+qTP9YPB/PnzUz74bdiwwSRZkyZNKn2eTtmD7mhuuummhOODVnx+/etfJ11GVG0EQNIJ/qRT9oEDB5pUucZMYM2aNWHT3UVFRdVuU3XlLikpsVNOOcVatWplY8aMsZ9++slWrlxpr7/+uu20007WuHFje+mll1KuIxr4/ec//1ntNiWzceNG69Kli0myd955p8r4oMZd9+7dc3K+56LsJSUlNn36dLvyyitNko0YMSK9wsZZunRpGMxMdP4MGzYs7ZcaZvkp+3HHHWdt27atUms01TUgHdOmTQvvDeJfVq1bt87at29vkuzzzz9Pa3m1cdwDP/zwg7Vr184kVdtkdiKvvfaaSbIddtihSnA56NJh++23T6s2Za7LvXbt2vAaeNJJJ1VZXlCr/fDDD8+w1J5//OMfJskOPvjgrOYHgEJFQs+mO9RmXCcWi9lee+1lkpK+YIyqLzGd0tLSaiutpBP3iaovcZ1opZVkrawGXfCk04VFfYrpfPnllyalrrSy9957m5Sb1kgTqauYTlBpZZdddkkYo4y22vnzzz9XW476FNMJWhtNVmklaMUn3eeJ+hTTqa7Syn777WdSel3wmNWvuM7RRx9tUuJKKz/88IM1aNDAGjdubD/99FO1y6pPMZ1YLGa77rqrSbLnnnuuyvjg+Tnd59/6FNNZu3ZtGBeZMGFClfFBYmO651V9iunMmzfPGjZsaI0aNapyTZg/f741atTIGjZsWG3ra4H6FNf59NNPTZJtueWWKXtVAID6hoSezXyozcCPWeYvSXL9MJzP7N+gptb//d//JRwfPHzde++91ZYhXwGQqFgsFvaXPnHixITTpFubPXiweuGFF6qMX7BgQXiTmKr/10CmZV+xYoW1aNEiZS2LOXPm2O6772477bSTvf7667Zy5Ur76aefbMyYMdayZUvr1KlTVs0wRhMYEjVPPWbMGJOqNgGcTD7K/v7771vTpk1Nkh122GF23XXX2emnn25NmjQJu4VKlpCUSnFxcfiwu2jRoirjDzvsMJPS7xM61w8G6QZ/mjZtmtb2RX344YcmeTXB4lvgWbRoUVhzsboupwK18UBY0/7WA4899phJsj59+lQJ+gU1dffZZ5+0llVduW+55ZaEgUszs8mTJ5vkNZOdzKJFi6x3795Jl5GpoCnsE088scq4oDuydK+/+S57vKD55GxbHAl+X+L7kV+yZEl4fZk1a1Zay8p12R999FGTZI8++miV6Wsa/DFL/tsdrLe6rgejavu4B8mFf//739OeJ1BWVmY77LCDSbLXXnut0rghQ4aYJLv99tvTWlY+yt2kSROTZE888USVeebNm2eS14VANjKtoQgA9QUJPZvuUJtxnUxfktSnmE51lVaCbp9StcwcVZ/iOkGlld/85jdVxqW6L0ykPsV0zCzsHv6BBx6oMm7ixIkmydq1a2dr166tdln1KaYTrbQS/30xM/vVr35lUuouiuK3s77EdFJVWikvL7cePXqYpLRfvNenmE6qSitBglvr1q2TJrjFq09xnVdffdWkxJVWgu7I0u3qsL7FdO69916TZIMHD670eSwWs549e2a07PoW07nmmmsS/nZPnTrVJK8VsOpaGwzUp5iOWUV3nLfeemulz4P4ZqJEmmTqU1wnFotZnz59TErdqwIA1Dck9GzmQ20GfrLpxiDXD8P5zP4N+t/eaaedqrTQEDwwpXuTmI8gQLygb+BcHP+//vWvJnk1S+LdeuutSV+CJ5Jp2YOHklQPXcGDb6JWcoJtT7fLlHhXXXWVSVVrw8VisTC48tRTT6W1rHyU3czsq6++slNOOcW22mora9y4sXXv3t1uvfXW8JwdOnRoWuuLl+yl7syZM03y+qKvrou1QK4fDLJtnjkdsVgsbAY9/tjecccdJsmOO+64tJdXGw+EuQr+lJSUWIcOHUySffbZZ+Hn0YelRA/hiVRX7qCv62RNQQetoyRqVn/BggXWq1cvc87VqAZX/DITJSfOmjXLnHPWtGnTpE38x8tn2RN56aWXTEqvP/REJkyYEAayo91q3XXXXSbJjjzyyLSXleuyB9fgdIZ0r0dRyVrX23///U1SwhrgydT2cQ+6wEunifxEgprY0e4XFi9enDKZM5F8lDu4Br/66qtVpg+u/9kE9wNBwJQmmgFsSkjo2XSH2ozrZNqNQX2K6aSqtLJu3bqwpnyyxJl49Smuk6rSSqqWGxOpbzGdoNJKoi6Gzj//fJNk11xzTVrLqm8xnWQvdUtKSmzLLbc0SWl3iVSfYjpmZuedd55JVSutBN+p7bbbzjZu3JjWsupTTCe6rPhKKxdddJFJsiuvvDLtZdWnuE5ZWZl169bNpMrJievXr7dOnTqZJPvggw/SWlZ9i+msXLkyYY8JQTlStbofr77FdL799luTvNb1li1bFn4etHx06aWXpr2s+hbTCXpV2HbbbSv9vgVJuolaIE+mvsV17r//fpMSv6sCgPoqlzGdBgJSGD9+vGbMmKHOnTtr6NCheVnHE088oXXr1unEE0/UlltuWWV8ixYt1KRJE0nSCSecUGV88NmECRMyXvcxxxyj7bffXrNmzdI777xTadx9990nSTrnnHPUunXrjJddnerKncj9998vSbr44otrvP5hw4apRYsWevfddzVz5szw87KyMv3rX/+SJI0cObLG60nkgQcekCSNGDEi4fjVq1dr/Pjxat++vfbYY48q4w8++GBJUlFRUVbrv/TSSyVJTz75pFasWBF+/vHHH2vKlCnaaqutdOKJJ2a17OpUV/bAHnvsoeeee06LFi3Shg0bNHv2bP32t78NyzxgwICs1h8c0zFjxqi8vDz8PDjmZ511ltq2bZvVsuO9+uqrkiqOV9See+6p9u3ba+7cuVq6dKkkqWXLltpmm220Zs0a/fTTT1Xm+e677yRJO++8c8bb4pwLyz569OhK44JjksvzPdOy51OzZs10wQUXSKq4hkjS9OnT9eWXX6pDhw469dRTc7Ku9evXS5IWL16ccNyqVaskKbymB3788UcddNBBmjlzpsaMGZOzY9G5c2edcMIJKi8v19NPPx1+/tJLL8nMdPLJJ6tDhw45WVe2ZU9m/vz5kqRGjRpltT0DBgxQnz59tHz5cr3//vvh52+99ZYk6bzzzstquYlkWvZ9991XF1xwQcJB8n73g7+bNm2a8faccMIJatu2raZPn64FCxZIkkpLSzVhwgQ553TKKadkVc5Ecn3cP//8c0lS9+7ds9qe008/XZL04YcfBi8LNWnSJMViMe2zzz7aaqutslpuvGzKfeihh0qSpk2bVmWe4LNu3bplvU3HHnuspIp9CAAApCVLlujZZ5+Vc67aZ9Bs1WVMp2vXrjr22GO1ceNGPfTQQ5XGPfPMM1q+fLkGDBig/v37Z7zsdNRlXGf//ffXHnvsoZ9//ln/+c9/Ko0LnnkvueQSNWzYsEbrSaSuYzqnnHKKOnTooMmTJ1e691u2bJmeeuopSV7Z86GuYzoXXnihGjVqpJdeekk//vhj+PkLL7ygJUuWqE+fPtpnn32yWna8QorpSBUxm4cfflilpaXh59Fjku3zc7xCiulIFWWPxnTKysrycr4XUlynYcOGYdkee+yx8PNPPvlEixYtUq9evXTAAQfUeD1S4cV0WrdurTPPPFOS9/0OBDGds88+W40bN85q2fEKLabTo0cPDRo0SKWlpfrwww/Dz4P/n3baaRkvM5lCi+kccsgh6tixo3788UcVFxeH2zZnzhy1bNlSgwcPzmq5iRRaXCeI6UyYMEGxWCyrZQDApoyEHqQUJLVcdNFFObtJjJfOw/Auu+wiSQkTDdq1aydJKikpyXjdDRs2DNcblFWSNmzYED4oBMkfuZZuECDw888/67///a9atWoV3tDXRNu2bXXWWWdJ8h6GA+PHj9f8+fO1884765BDDqnxeuJ9/vnn+uqrr7TzzjsnvQndsGGDJGnVqlXh/6OCG810b6bj7bLLLjrkkEO0bt06vfjii+Hnwf+HDRuW1QNHddIpeyrr16/XY489pgYNGoQvbTP1i1/8Qt26ddMPP/ygL774Ivz87bffluSVPVeyeTAIzrk333yzyjxvvPFGpWkyddZZZ6lhw4b65JNPtHbtWknSggUL9P3336tNmzY6/PDDs1puIrl+IKypIGHno48+Cj8LAuaHHHKImjVrlpP1HHjggZKk22+/PdwHgVGjRqmsrEwDBgzQFltsEX7+ww8/6KCDDtLs2bP10EMPpRXYXrlypWbOnJkwSBjv6KOPllT5BcGkSZMkKacPwtmUffz48QkfUmfPnq0//vGPkrzE06hMyh6ULwgam1n4/3333TfNklUv07KfdtppevDBBxMOkve7HvzdvHnzcFnplr1x48bq16+fpIqyT506VRs3blTPnj0rHYOayua4RwNSATPTHXfcoU8//VRbbrmljjzyyErj0y37dtttp44dO2r58uVh8CfYB8E+yYVsyh0E2O+5555KLx9KS0t10003SVKV37ZMzvegfF988QXBHwAAfI888og2bNigo48+WjvssENe1lGXMR2pcqWV6D1AcG+Zr4pKUt3GdaKVVoKyStLSpUv1+uuvq0mTJjr//PNrtI5ECiGm06xZs7Bsjz/+ePj5W2+9pdLSUh1yyCHq0aNHVstOpRBiOl26dNFxxx2n8vLyMOlEqhzTcc5ltexE2ysVTkynf//+6t27t5YvX14pnhU8X+WqopJUeDGdoUOHqkmTJpoyZYpWrlwpyauktXbtWu2www7q1atXztZVaHGdVDGdgw46KGfneyHGdA466CBJlZMfN4eYjiQNHDhQUkV5S0tLNXXqVDnn6jy2kc+YTrR8QdmDf/v06ZPTJN1Ci+t07txZnTt31urVqzVr1qwalQ0ANkW5SVvHJsnM9O6770qSzj333LysI92H4UMPPVRTp07VtGnTqtwI1zT7d9iwYbrpppv03nvvKRaLqUGDBpo6dapWr16tnXfeWbvvvntWy00lmyDAI488oo0bN2r48OE5exl58skn64EHHtDHH38cfhY8IB1xxBE5eyiKSqc2WocOHdSrVy/NmDFDf/jDH/SHP/whHFdaWqrbbrtNUkVWeGDlypX66aef1KZNG3Xu3Dnldhx55JF67733NHHixLCliuAGedCgQZkXLA3p1sRbu3atmjVrVukmfePGjbr00ktVXFysyy67TDvuuGOledIte4MGDXTggQequLhYRUVFGjBggNatW6fp06erYcOGOX8omjZtmm6//Xbtv//+lZKkkj0YXHLJJXr88cf1xz/+Uccff3wY3C0uLtY///lPNW3atErLIumWfYsttlDv3r01ZcoUTZ48Wfvvv394zPv27asGDXKX45pN2bORbtl33313NWnSRN9++61WrVql1q1bp/2S/6WXXtJLL70kSVq4cKEk6dNPP9Xw4cMlSVtuuaXuvvtuSdJNN92kV155Re+++6569uypI488Us2bN9fHH3+sCRMmqHnz5vrb3/5WafkHHXSQiouL1a9fP82dO1ejRo2qsg3Dhw+vdI1/8cUXdd5552nYsGEaO3Zsyu2PfxCO/r+6mrr5LvvQoUPVtm1b7bPPPtpuu+1UVlam2bNn680331RZWZmuuOIK/eIXv6g0T03KXlxcrOXLl6tjx47adttt67Ts2ci07O+++64mTZqkIUOGZJTUku+yDxo0SDvvvLMGDBigbbbZRitXrtTHH3+sadOmqUWLFnryySertAyYbtmD4M+bb76poqIi7bDDDgXzXe/Zs6f+9Kc/6dprr9Wee+6p448/Xi1bttRbb72lb7/9Vvvss49+9atfZVVuyQv+dOnSRQsWLNDs2bPz8hIHAID6ZnOI6fziF7/Q1ltvrR9++CG8B1i/fr0mTpwoSXlrfbcQ4jonnXSSLrnkEn322WcqLy9Xw4YNVVRUJDNT//790241KBOFFNO56667wuMsbR4xHcl7hn7xxRcTPuMGL8FzodBiOpK0zz776Ouvv9akSZO03377acGCBVq4cKHatGmjnXbaqU7Lno10y960aVPtvvvuKioq0pdffqnBgwcX1DNuPuM6vXr1UvPmzTVnzhwtW7ZM7du332xjOmYWJjPV9fN9NrIpe1DeqVOnqqysTD179lSrVq1SzlufYzpB2YOYzsknn1xQ3/V8x3X69++vV155RUVFRVm35gYAm6xc9NvFsGn2tV5cXGySrEOHDlX6pE4lk/6ng76t77777pTTzZgxwxo1amSdOnWyefPmhZ+XlJTYoYceapLslltuqTTPihUrbMaMGbZgwYJqt6NLly4myb755hszM/vXv/5lkuzMM8+sdt5APsodiMVittNOO5kkmzRpUsppMyn3kiVLTJK1aNEi7Ff9pJNOMkk2duzYlPO++OKLNmzYMBs2bJgdccQRJsm6d+8efhbfp7VZRf+/6fQv//bbb1uTJk1Mku2zzz72y1/+0i655BLr2rWrSbKddtqpSv+1j/w/e1cd3cT2dU+dGkWLu7S4FH24PlyKuzzc7eH2cIeHuzwcfrhbcadogVIotGiV0lJqaWZ/f+S7l0yTtEmbNNLstWYtSGYmd3eSmXv3OWefHTvU7sPu5eUFIkK1atUAAFKpFM7OziCiFP92uuZ+6tQp5MqVCz169MDkyZMxbNgw3jO6ZcuWiI2NVThGE+6sX/2AAQMAALdv3wYRoXz58ikeqwn3z58/I3/+/CAiFC5cGEOGDMHYsWNRrVo1EBHs7e1x584dhc8YN24c7xc8ZswYDBs2DNmzZwcRYc2aNWniznqusz7orC/6hAkTDII7O1efPn14P3BPT0/+2s2bN1PNnfVGvnbtGgCgRo0aICJcunQp2ePY30jVlrRvfEhICMaPHw93d3fY2dnBxsYGBQsWRN++ffH69WuF8yd3brZdvXo11bwlEgns7e1BRAgPD8ePHz94T+eU+o3rmvuqVavQokULFCxYEPb29rC1tUWBAgXQsWNHnD9/XumYNOH++vVr/lsCgMOHD4OI0KxZsxSP1TV3VSAi5MuXT+l7mnA/ePAgiAgtWrQAAAwYMABEhJUrV6Z4rK65T5gwAXXr1kWePHlgZ2cHe3t7uLm5Yfjw4fD3908z92nTpoGIMHnyZABAwYIFQUR49eqVXnkznD59Gg0aNEDmzJlhZ2eHUqVKYc6cOYiJiUkTbwBo3bo1iAj79+9Xa38zzDDDDEOHNvutmzfD2tJD1xEEga+jAgIC1D7OGDUdNgfYt28fAODRo0cgIpQsWTLFY+VhjLoO00h8fHwAAAsWLAARYeTIkckeZ+yaTkREhMK6rn79+iAinD59Wq/cda3p3Lx5E0SESpUqAQCio6NhaWkJKysrpXPq1HI3RE1n3bp1ICL07t0bAHDy5EkQERo0aJDiscau6QwaNEh0zxk+fDiICAsXLkzxWGPXdWrWrCnSr0qUKAEiwpMnT/TKW9eajlQqhZOTE4gIQUFBeP/+PYgIOXPmTDFWY+yazrt370BEyJUrFwRBwIYNG9R+Phu7pnP06FEQEZo0aQIAaN++PYgIu3fv1jt3Bl3pOrNnzwYRKX0Om2GGGWYYI7Sp6ehdxDBvhin8AMCRI0dARGjatGmK++p6MQwAy5cvBxEhW7Zs6N+/P0aOHImSJUtycSDphEGTyUJS8YctkpYvX6533gBw+fJlEBHUue6aBr+Sij9MZGD/VwVNJ4gAsH79ehARunbtqtbYnj17hp49e6JAgQKwsbFBpkyZULp0aUyZMgUREREK+2vCPWlQ39fXF0SEvHnzpnisrrm/efMGnp6eyJ8/P2xtbeHi4oK6detix44dkEqlSo9JjfhTsWJFAMDq1atBROjXr1+Kx6bXwmDnzp2oUqUKHBwc4OTkhLp16+LUqVNp5r527VqR+NOqVSsQqRf8TQ/uKQkgO3bsSDX3wYMH8/uaRCJBpkyZQCRLcjF1MPHn4sWLPJmvatWq+h6WziEv/gQHB2Py5MkgIkybNk3fQ9M5koo/lSpVAhHhxo0b+h6aziEv/oSEhICI4OjoyBN3TRlm8ccMM8wwNZgTekx3Sw9dR5MiLWPXdJLOAViRVrdu3VI81th1HVaUtWvXLqX/VwVj13QA8ASpJ0+eiIq0vn37luxxxq7p/Pz5ExYWFrC2tkZsbKxGRVrGruncu3cPRIQyZcqI+KhTpGXsms7mzZtF9zV1i7RMASNGjACRLHlJkyItU0CdOnVARDhz5oxGRVrGDkEQkCVLFhARPn/+rFGRlrHj48ePfL4kCILaRVqmgFOnToGIUK9ePX0PxQwzzDBDKzAn9GTwLT2EHwCYOnUqiAhTpkxJcd/0EAKA9Mv+ZU4W169fT/a49OLduXNnEBE2btyY4r6aCiCenp5c7FHm2GPKkBd/9u7dCyJC69at9T0snSOp+NOnTx8QEdauXavvoekcScWfPHnygIjw9u1bPY9M92DiT/fu3fHs2TMQEYoUKaLvYaUL5MWfpUuXgogwZMgQfQ8rXcDEn7Nnz6Jp06YgIhw9elTfw9I55MWfwMBA2NjYgIgQFRWl76HpHCx4lzNnTly/fh1EhBo1auh7WOmCY8eOgei3M5MZZphhhrHDnNBjult66DqaFGkZu6bDAkD169cHoH6RFmD8ug5z5Bk1ahQA9Yu0TAFdunQBEWHLli148+YNiNQr0jIFlCpVCkSEBw8eaFSkZeyIiYmBlZUVLC0tER0dzYu0Dhw4oO+h6Rze3t4gkjmPZbQiLXZP7NixY4Yq0gKAMWPGgIgwZ84cTJkyBUQZo0gLAHfwO3HiBKpWrapWrMYUIAgCcuTIASLiBch2dnYZIlbDkplcXV31PRQzzDDDDK1Am5qOJZlhhgpo0p9z9uzZyX7RAgICFI4ZOnQoAaD9+/erPaaWLVuSl5cXRUZGUlxcHL169YpmzJhB9vb2Cvv27duXAKTYm5Pod89db29vio+Pp+fPn5OFhQVVqlQp2ePSi/fBgwcJAA0ePDjFfTXhTSTuScuuecWKFUW9vk0V8r2INfm+GzucnJzI3d2dEhMT6cWLF/T48WMiyhjcy5cvT1ZWVvT69WsKDAykb9++kbOzs0L/elNE5cqViYjo2bNn5OvrS0Syv0dGAOPJrjuRrO9zRkCpUqWIiCggIICCg4OJiER9600VFhYWVKhQISIi+vjxI0kkEnJwcCBnZ2c9j0z3cHV1JSKiyMhI+vXrFxERubi46HNI6QbGk/E2wwwzzDDDjIyMjKTpMI6PHz8mQRAMkruudB15TSc8PJwCAgLIwcEhQ6x3MqqmQyTmnpE0HXt7eypTpgwJgkDPnz+nZ8+eERGlqN+aAsqWLUs2Njbk5+dHb968obi4OMqfPz9ly5ZN30PTOcyaTsbTdIiIazohISH048cPIvqtd5gyLCwsOM+goCAiInJ2ds4QsRqzpmOGGWaYoRrmhB4zVOLJkydElDEWhPLij5+fH0kkEipevHiGCPyxIP+LFy/ozZs3RERUrlw5fQ4p3cAWhG/evKGPHz8SEZGbm5s+h5RuYDw/fvxIoaGhRPR7oWTKsLe3J1dXVxIEgT5//kxERDlz5iQLCws9j0z3yJkzJxERRUVFUUxMDBFlvCB/bGwsxcbGEhGRo6OjPoeUbnBwcCAiMXdlARNTBOMZFRUl+r+pI1OmTERElJCQwEWQjMKd8WTfdTPMMMMMM8zIyMhImk6ePHkob968FBUVRf7+/vT8+XMiyhhBfmWaTunSpTNE4M+s6Yg1nYIFC+pzSOkGxjM0NJSv9TJCkN/W1pZrG2FhYURk1nQyApimExcXl2E1ndjYWIqLixO9ZupgPH/+/Cn6v6mD8WTX2wwzzDDDjN8wJ/SYoRQA+IKwQIECeh6N7pE7d26ysrKiqKgoioiIICKiHDly6HlU6YPs2bMTkWyCyIL8mTNn1ueQ0g0sYSsmJoZPFNlCydQhvyBk3FkQ2NTBeDLhJ6Pxll8IZzTuGfH7Lr8YZtzt7Oz0OaR0Q0b9rVtYWPBrzAQ/GxsbfQ4p3cB4JiQk6HkkZphhhhlmmKF/ZCRNh4gof/78RET07ds3kkgkZGNjkyG0DebOkZE1Hfkgf0bTdMzr+4zJPaOtcTPyNTdrOhnzPseucXR0NBFlHE3H2tqaiIikUikJgqDn0ZhhhhlmGBbMCT1mKIVEIiEAZGNjkyGqeoh+TwgjIyNF/zd1yGe7MwEko3CXXxhktCoHZYuijLIgTOraYWtrq8/hpBvY9Y2LiyOJREJEGWdBKB/kZwvCjODKRERkaSmb6kmlUs4ZgD6HlG5g15r9xtn33tQBgHNlQn98fLw+h5RuYDwzyjzGDDPMMMMMM5JDRgt+JQ10Z5S1vaWlJZ/vZrQgv1nPypiBbnbdY2Ji+Pw/o+k6zInVrOmYPsyajuxvwL4DGUXXyaiaDuNtbW3Nv/tmmGGGGWbIYL4rmqEUGW0hTPSbK8t8zijJDYxnfHx8hg3yswQ2ooy3IBQEgf87oy0I2Xc/MTFRn8NJN7Dft62treh3nxEgH+Rn9/qMwl0+WTGjWdcynvL23BkBEomEBEEga2trbkOe0a55Rpq/mmGGGWaYYYYqZDRdJ2lCT0YJ8BP9Xtsyhx6zpmP6MGs6soAv+w5kNF2HrfMyiq5h1nQytqYjzz2j6DpJ9ayMcs0zWsG1GWaYYYYmMCf0mKEUzJVHKpXqeSTph6RB/oyS8c3aUtja2ma4RZGyBWFGmSDLL4oyGne2OGA25BmFt3ygO6NdczN3sQDChH5TB+PJBJCYmJgMIfTK91hn97mwsDB9DindEB4eTkS/2y+YYYYZZphhRkYG03UySsuCjKrpEP3m6uTkREQZR9NRts7LaNzlNZ2MEuiWT1bMqOt7s56VMblnVE1HXs9iSbumDqbrsLaakZGRGaK1ONN02HzGDDPMMMOM3zAn9JihFPKLwYxS4ZE0yJ8RF8IZLdtdPuvbLID8tuw1dbAFYZYsWYjod5s9Uwdb9Do4OPD7XGhoqD6HlCIEQaBVq1aRm5sbOTs7U/Xq1eny5ctK93358iXZ2dnRunXrFN5jPDNnzkw5c+YkIqKPHz/qbuBagLa4M545cuSgggULEhGRn5+f7gauBWiDe2JiIvn7+xMRUdGiRalw4cIklUrJ19dX5+NPLbR1zV+8eEFERG5ublSmTBkiIvLx8TFo8Udb3B8/fkxEROXLl9fpeM0wg0hWBf/r1y8KCwujz58/U2BgIAUHB1NUVJRJF0UkJCTQ48eP6ezZs3TkyBHas2cP7d27l44ePUpnz56l58+fm2TyZEhICJ07d44WLlxIEydOpFGjRtGgQYNo2LBhNG7cOJo2bRrt3LmTXrx4YZL8zTBOZNT1fUZzZwTAA74sqTmjcDfrWWI9K6NpOpkyZeLtaDKCriMIAg/yM10jNDTUoHV7s6Zj1nTSwp3xLFiwILm5uRHRb73DUKEN7lFRURQQEEC2trbk5uZGJUqUoMTERHr58mV6UEgVzJqOGcaKuLg4+v79O339+pUCAwMpKCiIfvz4YdAaalohCAL5+vrSuXPn6NixY7Rv3z7as2cP/e9//6MzZ87Q/fv3TTJx9OfPn3Tjxg1auXIlTZ48mUaPHk2DBw+mIUOG0JgxY2jKlCm0bt06unfvnsGuJ6z1PQAzDBPMtlQikVBcXJzJ29xJpVIugGTNmpWIMsZikOg3T0dHR57gEBISoscRpQxBEGj16tW0YcMG+vr1K5UuXZrmz59PjRs3Vtj35cuXVLlyZVqxYgUNHz5c9B7j6eLiwivaAgMDdU8gDdAWd8bT1dWVChcuTF+/fqU3b97wxaGhQVu8w8PDKTQ0lOzt7als2bLk7OxMoaGhFBQURLlz504vOhpBW9yfPXtGRESlSpXiC6PHjx8TAIO1JV+7di2NHTuWmjRpQq1ataLDhw9T8+bN6dGjR1ShQgW+n1Qqpf79+1ONGjVo2LBhCueRXxAWKFCAiIi8vb3Th0QqoS3ujGflypXpzZs3dOLECXr06BF179493bhoCm1w9/X1pdjYWCpSpAhly5aNPDw8KCAggLy9vals2bLpTUktaPuae3h4kIuLC5UoUYLevn1LL1++pEqVKqUbH02gC+7pAQDk7+9P3t7e9OzZM4qMjKTY2FiKj48nGxsbypQpEzk6OpKbmxt5eHhQuXLlMlT7D1MCAPr8+TN5e3vz7dGjRyoTY+3s7Kh8+fJUpUoV8vDwIA8PDypTpozRtUCRSCT0/PlzEe/nz5+n6HqRKVMmqlChAufu4eFBZcuW5W4hhg4AdPv2bbp27Rrn/enTJ7WPt7e35/yrVq1Kbdq04WtMM8xITzAdJ6MF+TNnzkyWlpaUkJBAsbGxJq9nscINe3t7XsmfETWdXLlyEVHG1HTYd//Nmze6J5AGaIs7K9IoXLgwubu7U3BwMD1//pyv9Q0N2uL97t07io2Npbx581KpUqUoa9asPLHcULnrQtOpXLkyEcnWfhlBz5LXdFjC6qNHj9KHRCqhDe6JiYn09OlTIpJx9/DwoCNHjpC3tzf17ds3HdloBm1wl/++29rakoeHB719+5a8vb3Nmo4O8PXrV/L29qbHjx9TWFgYxcbGUlxcHFlaWvKk2SJFipCHhwdVqlTJ7B5kxAgPDxdpG97e3hQQEKB0X0tLSypVqhR5eHhwXadixYo8kdhYAIDevHlDjx494pyfPHlC0dHRyR5nZWWlwL9SpUpG1cr51atXdP78ec7bz89P7SRoKysrKlOmDNezWrdubRhxUwDmzcg2IvKuXLkydI2SJUuCiODt7a3zz0otpFIpVq5ciZIlS8LJyQnVqlXDpUuXlO7r4+MDW1tbrF27VuG9ly9fgohQqFAhREdHw9LSEtbW1oiNjdU1hVRDW9yXL18OIsLAgQNx//59EBFKly6t6+GnCf/++y+ICE2aNMG4ceNQoEABWFtb4+nTp6L9EhMTUa1aNdStWxeCICic588//wQR4X//+x+2bNkCIkLXrl3Ti0aqoA3u8fHxsLW1BREhMjISI0eOBBFhwYIF6UlFI2jrml+8eBFEhJo1awIA6tWrByLC6dOn04VHaqAt7uPHjwcRYfbs2RAEAVmzZgUR4ePHj+lFRWO4u7ujQYMG/P/v37+HpaUlhg4dKtpvyZIlsLe3h5+fn9LzlCtXDkSEO3fu4NOnTyAiZM2aVenfyVCgDe5fvnwBESFz5syQSqU4ffo0iAh169bV+fjTAm1w37FjB4gIHTt2BAAsWLAARISRI0fqdvBpgLa+7926dQMRYfPmzaL/b9myRXeDTyO0wV0QBGTLlg1EhMDAQJ2MUyKR4MSJE/j777/RoEEDuLi4gIjU3mxsbODh4YFBgwZh69at+P79u07GaYb28PLlS4wYMQKurq5Kr6mdnR2yZcuGfPnyoUCBAsiZMyecnZ1V7tukSRMcPXoUEolE39SSxZcvXzBr1izkyZNHKRc3Nzc0a9YM7du3R7du3dCtWze0a9cOf/75J4oVK6b0mMKFC2PRokUICQnRNz2ViIyMxNq1a1G6dGmF8Ts6OqJ27doYPXo0Fi1ahFWrVmHjxo1Yu3Ytli1bhlmzZqFjx44oUqSIwrH29vb466+/UrWurly5MojIGwagQ5g349N1ks4JDBXa0DYSExPh4OAAIkJYWBj/Hd+7dy89KKQK2tJ0rl+/DiJC5cqVERsbC2tra1haWiI6OlrXFFINba1xp06dCiLC5MmT8eTJExARSpQokV40UgVtca9SpQqICNeuXcPOnTtBROjQoUN60UgVtME9LCyMP1slEgnGjRsHIsI///yTnlQ0grau+b59+0BEaN26NQCgcePGICIcO3YsPWikCtpa4/bt2xdEhDVr1kAQBD43f//+vU7HnxZoizubj/v5+SEoKAhEBGdnZ0ilUp2OPy3QBvfnz5+DiFCkSBEAwIULF0R6rqFCG9yXLVsGIsLgwYNF/x8yZIhuB58GaOv73qRJExARjhw5opNxCoKAmzdvYtasWWjVqhVy586tkaZjYWEBd3d39OjRAytXrkRAQIBOxmmG9vDlyxf8888/KnUKGxsbZMmSBXny5EGBAgWQK1cuuLi4wNLSUmFfS0tLeHh4YOPGjfj586e+qSWLyMhIrFu3DmXKlFHKO3/+/GjcuDHatm2Lrl27olu3bvD09ESLFi1Qrlw5WFlZKRyTNWtWjB8/Hm/fvtU3PZWIj4/HwYMHecwv6bWuXLkyBg4ciAULFmDlypXYsGED1q9fj+XLl2Pu3Lno3bs3ypQpo3D9LS0t0aZNG5w/f17j5682NR29ixjmzTCFH8A4xB9tLYp27doFIoKnpycAcPHn/v376cIjNdAW9+7du4OIsHHjRpH4Y8gPJW0F/nLkyAEiQkBAAB4/fgwiQvHixXU+/rRAG9wZ15IlSwKAUYg/2loYsKD+iBEjAMAoxB9tca9fvz6ICKdOnQKgKP58+PABRIQ+ffrgw4cP6NKlC7Jnzw47Ozt4eHjw4xh+/PiBJUuWoEGDBsiXLx9sbGyQI0cOtG7dGnfv3lU6BiJCvXr1EBoaioEDByJ37tywtbVF6dKlsX37doX97e3tMWnSJNFrrq6uaNGiBf+/n58f7O3tsWzZMqWfGRMTAysrK1hZWeHXr18i8cff39+kuZ88eRJEhPr16wMAvn37piD+mCr3ESNGgIiwcOFCAL+T+f744w+T5g0oJmQnFYNMlTvjlTNnTq0n6zEBIF++fAoLwty5c6NVq1aYOXMm1qxZg61bt2L37t3Yvn071q9fj0WLFqF79+5wc3ODhYWF0iD/o0ePtDpeM9KGhIQEHDp0iD835cWLxo0bY9KkSTh8+DDev3+v8rsWEREBLy8vLF26FF27dkXx4sVF58qXLx/mzJmDr1+/pjM71RAEAV5eXujYsaNIvClSpAi6d++O5cuX49q1a4iMjEzxXN+/f8fly5exePFidO7cGfnz5+fns7W1Ra9evXD37l2DSax9/vw5hgwZAkdHR9Fve9SoUdi9ezdevXqFxMREtc8XHh6OS5cuYdGiRWjUqJHo2levXh27du1Su3DEnNBjult66DpJ5wCGCm1oGz4+PiCSFWkBQK9evUBEWLduXXrR0Bja0nRWrFgBIlmRFgBUrFgRRIRbt26lC4/UQFtrXPkirYSEBNjZ2YGI8OPHD52OPy3QBvekRVovXrwAkSx51pChDe5Ji7T27t0LIkKbNm10O/g0QFvfd/kiLQCYNGkSiAjTp08HYLrrPOB3kRYbV/PmzUFEOHTokElz//r1K4h+F2kB4GtSX19fk+aetEgraTKfKXNPGpO7evUqiAhVqlQxad66LNKKiorC+vXrUbZsWQVNx8XFBQ0aNMCECROwevVqbN68Gbt27cLOnTuxYcMGLF++HAMHDkSlSpVgY2OjEORv3bo1zp07Z9BJdhkNgiDg6tWr6NSpE6ytrfn1cnBwwB9//IGRI0di586d8PHxUbnOj4mJwb1797Bu3Tr0798fFSpUEOkkmTNnxsiRI/Hq1at0Zpc8nj9/jqFDh8LJyYmPNUeOHGjbti3mzp2Ls2fPIjg4OMXz/Pr1C3fu3MGaNWvQt29flCpVSvTd//PPP3HixAmNdBJd4tOnT5gxY4YoSc/JyQl9+/bFpk2b8OjRI8TFxal9vujoaNy+fRurV69Gp06dRL/9YsWKYdmyZQgLC1PrXOaEngy+pVdCjzGIP9paFI0aNQpEhPnz5wMAevfuDSLC+vXrdTf4NEJb3N3c3EBEePjwIYDf4s/NmzcBmO4kMTAwEESE7NmzQxAEkSDCxB9T5b5582YQEbp16wYACuKPqfIGgA4dOoCIsGPHDgC/K5yY+GOq3KVSKTJnzgwi4sFDVeJP/fr1kTNnTlSvXh1jxoxB7969YWdnB0tLS3h5efFz3r17FzY2NmjUqBEGDRqESZMmoVu3bnB0dIS1tTXOnTunlHuFChVQsmRJlC1bFiNGjMCAAQOQJUsWEBF27twp2t/NzQ2NGzfm/w8ICBDd5wRBQJ06dVC9enWVC6e7d++CiFCuXDn+mirxx9S4z5o1C0SE8ePH89fy5s2rVPwxNe41a9YEEeHixYsAFMUfU+X948cPHjCPj48H8Fv88fDwAGC61/zw4cMgIjRr1kzp+5pClQDg5uaGmTNn4uTJk/jy5YtG54yKisL169exYsUKXnnGtmrVqmHnzp0G7Q5p6oiPj8fChQtFAoCjoyOGDBmCJ0+epDn5JCwsDKtWreJJd0QEa2trdO7cWe/VxTdv3hSJm1ZWVujYsSO8vLy0knSTmJiIM2fOoGXLlqLEtqpVq+Lx48daYJA6REREoF+/fqLfYv369XHo0CEkJCRo7XPevHmDsWPH8nsgSzq4fPlyiseaE3pMd0sPXSdpAMhQoQ1tI2mRFkuW6d+/v24HnwZoS9Pp0aMHiGRFWgDw119/gYiwatUqAKa7xpUv0vrw4QMAoGrVqiAiPpc1Ve7e3t4g+l2kJZFIYG9vDyLiwQVT5b5w4UIQ/S7SevPmDYhkydKmzBtQLNI6dOiQaP1jquu8X79+8SKtmJgYAMD06dNBRPzvaqrcT506xXkxtGnTBkSEvXv3mjT3pEVaAFC4cGEQEV68eGHS3Nl6ka2Tkuo8psr7/fv3PPlAW4UfPj4+GDZsmCi5IVeuXBgzZgwOHDiAt2/fapSIExcXh4cPH2Ljxo3o2rUrjyWxIP/SpUvVDvKboX0IgoA9e/aIkk+srKzQoUMHXL58Oc3JJzExMdi7dy9q1aol0hAaNGiA27dva4lF6vDu3TsFnbFu3bo4cOAA14fTigcPHqBv377IlCmTSNc4ceKEVs6fGiQkJGDu3LmihJvSpUtj3bp1ahWjqYugoCAsWLAABQsW5J/j7OyMzZs3p3i/Mif0ZPAtPYQfIONk/wLgN+Hz588D+C3+/PXXXybNPSoqChYWFrCxseEZiqrEH1ObJB45cgREhKZNm/LXmGVxUvHH1LgPHjwYRMS/FxKJRGRPbqq8gd+Lv+fPnwP4Lf7kzZsXgOlecz8/PxFPQLX4Q/S74ovh/PnzICI0b96cv/bjxw+EhoYqfNanT5+QJ08euLu7K+XO7q3yk+iXL1/CysoKpUqVEu2/cuVKPsbx48ejUKFCsLKy4ova1atXw9bWFi9fvlTKGwDWrFkDIkLfvn35a0z8GTdunElzb9asGYgI+/bt468x8YdV+pgi98jISL64kF9IFy1aFESEq1evmiRv4HdSS7Vq1UR/Dzs7O1hYWMDf399kuXfp0gVEhDlz5qjcR118+vSJ/37kBYArV65o1VFEWZC/aNGiuHbtmtY+wwz18OTJE1SoUEEkAKxdu1arAgCDIAi4fPkyPD09eYWXo6Mj1q1bl+5Vfb9+/cKYMWN4kk2ePHkwa9YsfP78WWef+f79e0yaNAnZs2cHkSypaebMmVoTmdTF2bNneYWznZ0dhg8fDh8fH51+5q9fv7Bt2zZR8tSQIUMQFRWl8hhzQo/pbumh6yhL9DVVbSNpkdatW7f4usuUeQOyxCAi4o5/69evBxGhV69eIu6mtsYNCAgAESFbtmx8fjZkyBAQEZYuXWrS3JMWaQHAH3/8AaLfBQ2myr1jx44g+l2kJZVKebvTb9++mSxvZUVa/v7+IPrtUGqq67w7d+6ASFykdezYMX7PBUxT1wB+a1fyRVpz5swBkaIDrylxFwQB5cuXF93TAKBTp05K7/GmxP3du3cgImTKlEm0PmIuVUeOHDFJ3oAsgZlIO45rP3/+xLBhwzgPIu0nNwBAcHAwFi5ciEKFCvHPcXFxwc6dOw3GjTaj4MuXL2jVqhW/DrrWNp4+fYrBgwdzl18LCwuMGzeOJ56mF6RSKVavXs1je05OThg2bBhPfNQFwsLCsGzZMlEbs549eyI8PFxnn6kMz58/Z3oJiGSObteuXdPpby8xMREnT54UOTE3bdo0WVcxc0JPBt/SQ/gBMk72r3yvdTa5USX+mBp3+V7rDEz86dmzp4i7qU0Sp0yZAiLClClT+GtM/FmwYIFJc2cBq6tXr/LXmPhjygsDJvjJ27NKpVL+G3v69KnJcl+1ahWICG3btuWvff78GRYWFrC1tUVoaCjnXqhQIaUZ6wULFkT27NlVfoY8Ro4cCSJFi1Qimb2lsgBp3bp1QUSioJZUKsXSpUtRvHhxODo6okqVKjzx8sOHD3BycsK8efMAyO5dhQoVgqWlJdzd3XH8+HEAQJ06dUBE2Lp1Kz8vu/flzp1b9HwzJe6fP3/mVWzyLV2YbXHSZF1T4r5u3TqRuMcwc+ZMEBE6d+5skrwBoGHDhiAirF69WvR5zHlw4sSJJsn927dvsLa2hpWVFT59+qTW2JVBEARs27aNi+VZsmTReXID8DvIL9/besSIEYiOjtbp55ohc+WZNWsWd2EqUqQIzp8/n27i26dPn3gyGpGssiu93Hpu3ryJEiVKgEiWtDZ16lSNLIjTiujoaH4PYeugJ0+e6Pxzk7ry1KhRA69fv9b558ojISEB8+bN41Vkybn1mBN6THdLL10naZW3qWobrEjrwoULAGT3GEtLS+7oYKq8lRVp3b9/H0TE15Wmusb93//+ByJZyzKGrVu3guh3O3FT5d6/f38QkSjRiz1Tp06darLcJRIJd1JkRVrA7zXQtm3bTJI3IJu3ERHy58/PXxMEgTvwyhetmNI6DwDGjBkDIhK5l4WFhSktWjEl7omJidwJgB0HyAKYRDJngKioKJPkfu/ePRDJXPXlHWxPnDgBIpkTilQqNUnuf//9N4hkCcjyYMXnjRo1MkneUqmUF+ElTbLWFF5eXihSpAiIZMUjQ4YM0WlyAyCLL546dYo/j4gILVu21LmWZIbsWfjff//x+baLiwu2bNmiVcfd5PDjxw9MnjwZlpaWIJK5J6aXW8+7d+9Qr149/p3r2rWr0jmNrpCYmIiVK1dyl8jcuXPj5MmTOv/cpK486rofaxOCIGDfvn28TWBybj3mhJ4MvqWX8AOAi7zXrl0z2UURa8fCeq0DMvHHxsYGlpaWCAgIMFnuEydOBJGsMpSBtV9ycXFBdHS0yU4SWQbp2bNn+XmPHj3KH7zy1S2mxJ1ZM7u4uODXr1/8vMuXLweRrP+lKfIGgKlTp4JIXMUG/LZxHTx4sElyFwSBC/lHjhwRfV7Lli1BRFi8eDHnLp/0I49atWrB0tJS9NqtW7fQqVMn5M+fX2QzyrY7d+4ocGeJkknBrOI/fvyo9P2kaNy4MSpVqgSJRMKrs4YOHYrLly+jY8eOsLKy4iIvEzoYBEFA6dKlQUQ4ePCgSXJnCYqs3zhDTEwMsmbNCiLCgwcPTJI7u78fPHhQdOynT59gZWUFa2trHugwJd7sdQcHB946koHNdbJnzw5fX1+T4z58+HAQEdq1a6fWOZUhqStPmzZtRMlw6YGkySVmtx7d4unTpyJXnhEjRuDnz596Gcvhw4eRM2dOEP1269FVUpFEIsH48eO5K0/ZsmV561194Nq1a1y8tba2xpw5c3TG/dGjRyJXniVLlui153vSirJx48YpBO3NCT2mu6WXrtOtWzcQEZYvXw7ANIP8P3784O6M8mNl1f3Hjh0zSd4AcPDgQRDJWhgyxMbGcseSZ8+emeQaF/jt1CDvzhgQEMCLVkJCQkySe1RUFL++8gHKa9eugUgWTElISDBJ7kyzc3NzE80V5ItWTJE38PtezhK2GFjRSqdOnUxybX/v3j24uLiAiODt7S06vlevXiASF62YEneWwFG0aFGF+SErXNuwYYNJcm/dujW/tvJImuRkitxZcdH9+/dFx0ZERPCC9MuXL5scb1ZgrurerQ6SuvJUqlQJT58+TdW5UgtBELBr1y5RconZrUd3+Pbtm8iVp0WLFnpLonrw4AGPNTC3HvmERG1j06ZN/J7g6uqqEPNJT/j5+YnakPXq1UsUd9Qmvn79yrusEKXseKxrfPv2De3atRN9B5PqiuaEngy+pZfwA4gD4Ka6KOrTpw+ICBMmTBB9Xvfu3fliyRS5x8bGcqv7e/fuiT6vZs2aIJK1ZDHFyTGbJBYsWFB0PSUSCRf5L1++bJLc27dvDyLCmDFjRMeGh4dzEZS12zMl3g8fPoSrqyuICDdv3hQd/+rVKxDJAmjPnj0zOe7MjjtfvnzcmYjhzJkzIJI5EjBb16RVIAws45vh6NGjsLS0hIODA9q2bYtx48ZhxowZmDVrFt9X3gWKcU/qmsLA7sUfPnxIkffmzZthbW3NK/n/+OMPFC9enC+QoqOjkTlzZp7INHz4cIVzrF27lo+H/dZNiTvLjk86DgAYP348iGRtyEyNO7M6Ze5LSeHp6QkiwtixY02Kd+bMmXm7hUGDBimcQxAEVKpUCUTEEzhNiTtbxMrbcWuCs2fPcuEsa9as2LNnj14Fl6Ttn6ZNm2YWgLSMixcv8u9NkSJFlN4r0xshISHo3Lkzv+5Dhw7VeguuuLg4fh+0srLCtGnT0tWVRxWSuvUkDYZrA9euXeMB0OrVq+PVq1daPX9qkdStp2fPnqJqQnNCj+lu6aXryBetmGo1++rVq0EkczmTB5vzNG3a1CR5A7/nbevWrRN9nrKiFVNa4166dIm7MyYN3LDAzqJFi0yS+7Rp00BEqFOnjuhY+aKVQ4cOmST36tWrg4iwatUq0bExMTG8Qvr48eMmx9vLy0tUdCoP5swrX7RiSus8pk/XqFFD4RzKilZMiTtzX2LtpeSxf/9+EMnakL1//96kuDs7O8PS0pK7LyXFggULQCQrwDE1PYvpeB4eHkrX/wMGDAARcbdRU+GdOXNm5M+fH0SEhQsXpnhOZXj16hV35bGxscGcOXPSzaFFGb58+cKLaIkInp6e6d6KydTh5+fHW525uLhgx44detfN4uLiMGXKFO7WU79+fa0nmwiCwJN5iWRx+7CwMK1+RmqQ1K2ndu3aCsWmacX79+95EW/BggXT3ZVHFZK69VSvXl3Ufsyc0JPBt/QSfgAgMDAQlpaWsLGxwYMHD0xuUXT9+nXY2dmBiPDu3TuFsRPJMhxNsZp93rx5IJK120r6sNu9ezeICBUrVjS5hYH8JJG11pIH60Xs6elpcgsDZ2dnWFlZgYjg6+urcA62IGALBFPhnTlzZtSuXZsvdpVN7ho0aAAiWbWmqXFn1SvylYsMiYmJfMGzfft2jbiXKVMGmTJlUhoQGzRokM64f/78GS4uLpg+fTp/LWvWrOjUqZNov8qVK/MJtI+Pj8J5IiMjefLHhQsXTIo7m9yWKlVK6ff97du3IJL15H78+LFJcWeT5xkzZig9D6tkypUrl0nx9vDw4N93VS1rtmzZwp/tpsS9ePHiICKUKFEiVckPBw4c4I44+nDlUYX4+HjMnj2bj23w4MF6dRIxJRw9epTPzbt37643Vx5V2L9/P1+fdO/eXWtC5K9fv9CkSRMQydrJJU1wNgScPXuWC0CdOnXSGvfz58/zxPUuXbooTfjUNy5fvsznJe3atePczQk9prull64jX7Ry6dIlkwzyFy5cGESEw4cPi4419aKVI0eOgIjg5OSkkET08uVLEImLVkxpjcsSn1lrLXmcPXsWRITChQubZNEKq/rfv3+/wjlY0Ur9+vVNTs9ycnICkayFekREhMI5JkyYwL8TpsQ7c+bMfP3Wpk0bpedhnDUtWjH0dV7VqlX5vPC///5TOE9ailYMnTtzmLOzs1MaqI2Pj+dFi4cOHTIp7gUKFACRzOVAGYKDg3mCG4vdmAp3thbYtm2b0vMw131WpGAqvNn33dbWFsHBwcmeUxkePnzIi9YrVqyIZ8+eaXwOXSBpK6h69eopTfo2Q3M8ffqU67rVq1c3uNZm9+/fR548eUAkc9HUVsKNIAgYPXo0iAiWlpbYvn27Vs6rTbx8+ZLHXitVqqS1FmB+fn480dXDwwMhISFaOa828fbtW55kVrZsWT5Gc0JPBt/SS/hhaNu2LYiIL45MaVHELM6bNWumcA5BEPiEgtlcmhL3HDlygIiwdetWhXPExsby95lIZGqTRBsbG6WTxK9fv/JKrzt37pgUd5bY0bhxY6XnefjwIYiIuxSYCu+qVavyRdHGjRuVnuvw4cMgIp4IYSrcmdBpbW2tMki9ePFiEBFPalKXu52dHZQ9i6RSKa8M1AX3li1bokyZMqJgXNasWRXELTbJU/V5AHhbqp49e5oUd/Z9X7NmjcpzsdZCqvpzMxgT948fP4JIFmD59OmT0vMIggA3Nze+nynwBsAXin/88YfKc0VHR3O7clPhnpCQwAN1K1asSPZ8yrB9+3bedujvv//WezWPMpw+fZpz7N69uzmpJ404ceIET24eOXKk1h1wtAUvLy8euOrSpUuar3t8fDy/77u6uqa79bgmuHnzJp+LduvWLc3cb968yYNBAwcONOjf0L1793hbTMbdnNBjult66jqsaKV9+/YmF+Rn8948efIoTQI05aIVNqcdOnSo0vPUr18fRJoXrRj6GrdKlSrc1ezKlSsK55FKpbxoZdu2bSbFvVSpUvxZriw51ZSLVljgbsCAAUrPw5K3WPKdqfCW/74zB6+kuHLlCog0L1ox5HUe8LtQKXv27CrblqS2aMXQuTNNXhUfANyti83xTYF7fHw8/76fPn1a5blYVwX22abAnbVNtLKySrZVTY0aNUxK02GvERF69OiR7PmU4c6dOzzBqUWLFgbpgvPy5UtRIoKypFQz1IePjw8v5mzcuLHBFWgx+Pv78/lopUqV0uxWIwgC1/BtbW1x9OhRLY1U+wgICECJEiVAJDOTSCv3jx8/8rhm3bp1DTox7tOnT9xBn3HXpqZjSWaYkQKGDRtGRER79+7V6LgZM2aQra0tPXr0iI4fP07Lly+nOXPm0OzZs8nNzU0XQyUioi9fvtDff/9NkydPpooVKxIR0evXr6lSpUpkYWFBRESOjo7k5uZGPj4+RPSbozwsLCz467t379ZoDIbOvUCBAhQWFkYuLi7UrVs3hfNkypSJ/vrrLyLSnPu7d++odOnSVKpUKdHrgiDQrVu3UsFKPQwePJjy589PM2bMEL0eHx8v+v+3b9+IiKhTp07k6uqqcJ48efJQhw4dSCqV0r59+zQagyFzFwSBgoKCiEj5952IqEqVKlS1alWKiorS6PMNmTcRUUREBP369YucnZ2pR48eSs/Vtm1bypMnD/n7+2s0BkPn/uXLFyIi8vT0pDx58ig9V//+/cnOzo6uXr2q0RgKFy5Mb9++pa9fv/LXANA///xDr1690uhc6mL37t10/vx52r59O9na2vLXS5cuTTdu3KDIyEgiInr27Bkfl6rvu/x7Bw4c0Ggchsx9/fr19OvXL7K2tqZevXqpPN+YMWOIiGjNmjUajcNQuQPgfAsVKkT58+dXei4LCwuaPHky/39sbKxaYzBU3kREXl5e/Nkmzy0pHB0dadq0afz/CQkJao3DkLlPmjSJ4uLiyNHRkQYMGKDRZ/zvf/+jAQMGEACaP38+LV68mM+VDAktW7ak8+fPk7OzM+3bt4+GDh3KAsFmaIirV69S586dSSqV0qRJk+jff/8lS0vDXA43aNCArly5Qs7OznTw4EEaNmxYqq+7VCqlnj170vnz5ylHjhx0/fp1qlChgpZHrD3Url2bLl++TM7OzrR//34aMWJEqrk/f/6cWrVqRbGxsdS/f3/atGkTWVlZaXnE2kP16tXpwoUL5OTkRPv376dRo0bpe0hmmAgGDBhA1tbWdOLECT5nUBeGrm2wecKgQYPIxsZG4TzDhw8nIqJDhw5p9PmGzrt48eL09u1bIiIaOnSo0nOlVs8y9DVuSEgISSQScnNzowYNGiicx9LSkv9Ndu3apdEYDJ07m48PHDhQNEdmyJw5M18T7dixQ6MxGDL3Hz9+UGhoKBGp/r4XK1aMmjVrpvYah8GQeRMRBQcHk0QioeLFi1OTJk2UnqtBgwbk5uZGwcHBGo3BkNd5/v7+9P79eyIi+uuvvyhTpkxKz9etWzfKmjUrPX36VKNxGDL3S5cuUVhYGBElr2cNHjyYMmXKROfPn9doHIbMffz48SSRSMjZ2ZmaNWum8nx///03WVlZaXyPN1TuMTEx1Lt3byIiKlOmDDk4OKg837x58/i/IyIi1BqDofImItq+fTtFRESQpaUlTZ8+XaPPePbsGTVv3px+/vxJXbp0oWPHjpG9vb1WeWgDpUuXplu3blHRokXJ29ubWrVqRTExMfoellHiw4cP1LRpU/r+/Tu1aNGCTp8+TU5OTvoellIULVqUbt26RcWLF6cnT56k+bovWrSIli5dStbW1nT06FFq3769FkerXRQqVIhu3LhBxYsXp8ePH1Pr1q1TzT08PJyaNGlCHz9+pJo1a9LZs2cpc+bMWh6x9pA/f37y8vKiYsWKce5a1XC1kRVk3ky3kguQZeuydgZkQtm/zP5KVQ91APj58yfP8jUl7qxCf8yYMSrP9f79e1hYWPAqZnW5u7m5wdnZGV++fOGvJe3tqG3u//33H6ysrHD//n3R67Vq1UKWLFl4FujNmzf5GG7duqXyfDdu3AAR8Yp4U+DOKjccHBwgkUhUnm/fvn18rJ07dzZ63qxdHhFh/PjxKs8HACtXruT7duvWTek+xsSd2e4SER49epQMc2Dq1Kl8X1UVEUm5b9y4kVcHDh06FKNGjYKHhwfs7e3RunVrrXMPCgpCtmzZMGHCBIX3Tpw4ASJCmTJlMHbsWO5qULp06WS/7wAwdOhQzr1Xr15GzX3IkCG87dKUKVOS5Q0AXbt25dx79+5t1NybNm3KuaTUQ1cQBNStWxdEhAIFCih1ZTEW3mPGjOGteVRZUssjMTGRVy8WL15c6T7Gwp05axERtmzZkiJ3eVy6dIlX/ilrR2iIuH79Op+XTJ48Wd/DMTr4+/vzZ8OwYcMM0o1JGa5du8av+5IlS1J1jgULFoBI5sDo7e2t5RHqDlevXuX3N01/44DMcZStuzp27GjQzjxJ4eXlxbkXLVpUa9Vc5s2wtvTWdbp06QIi4o4TpqBtsPbgRCRajyVFtWrVTE7TyZ07N4gIderUUXmuhIQE7uJoKrrGq1ev+Bj+/fdflecLDQ3l7mymwp1pNRYWFggMDFR5vpcvX3Idz1S4e3p6gkjmQJMcrl+/zsfaunVrpfsYE+/79+/zMahqwcNw9OhRvq+np6fSfYxlnTd27FjePsfFxQVBQUHJct+6dSvnrq6OaajcR48ezV2mVLWIlMfSpUs5d3V1TEPlzlpTEhF27NiRInd5HbNnz55GzZ21jiMitdZrzKEoW7ZsSt0JjYX3sGHD+PNq3LhxKfKWh7+/P2875+npmaL2awgICAjgrYiaNWtmFGM2JPz69Yu7U9arV88g3ZiUQf66d+nSJVXnOH/+PJ8DKmu5aqj48OEDb/08ZMiQVJ2jc+fOICKUL18e379/1/IIdYf3799zZ67/X7eZW25l1C29hR8AWL9+vcYTRENeFD19+pSPYeXKlaqJA6LxqhvoNmTurKe2tbV1imLSiBEj+HiNPdA9ZswYHhCpX79+ioEcNjkmMv5Ad9++fXlLkeREL0D2PWW88ufPb9SB7rFjx/I+tfny5UvRglGurQGKFSumdB9j4T5y5EhYW1uDiNC/f/9keQNAXFwcSpYsCSJZEow63AFgx44dqFChAhwcHJA9e3a0a9cOz58/x6xZs7TOvUOHDihRooTKCfumTZtQtGhRztva2ho+Pj7J8gZkiZtsclmxYkWl+xgLd5bMU7ZsWbXayISGhnKhrFq1akr3MQbuzHaTKPlEVXncvn2bH7N3716F942Bd9GiRbn44eLionZP5suXL3PuZ86cUXjfWLiz55qytqnJISwsjNvRjx071mgSOwDgzJkz/B536dIlfQ/HaCCVSvn3un379vz+ePjwYYwYMQK1a9fmCfzJ2XzHxcVh7dq1qFq1KrJnzw5HR0e4u7tj5MiRCAgIUHqMv78/+vfvj/z588PGxga5cuVC165d8fr1a7XHf+zYMRAR7OzslLaDSA4vXrzgQYFz587x1zXl/vPnT0yfPh3u7u6ws7ODi4sLGjZsqPQeIo+dO3fy1qeZM2dGvXr1cOrUKbXHv2fPHhARnJ2dkw1eKsPkyZNBRChZsiS/n+ia96dPnzBv3jx07NgRxYoV4/ept2/fajR2QLxm05b4Y94Ma0tvXefu3bsgIpMp2JFKpahZsyaICEWKFEmW+8mTJ/lY27dvb9S8AfBWSkSqW/Aw7Nixg++btJUPg7GscceOHcuL0woWLJhsSxIAWL58ucY6pqFyHzFiBJ8DDh48OFnewO+CLk10TEPl3rZtW87lxIkTKXJnSf9Zs2Y16kD3mDFj4ODgACJCzZo11VqzsPHmypVLqR5gLOs8Gxsbrm0cOHAgRd6pKdgxVO7sGZ0tWza12vIkJibyZBB1dUzA8LgXKVKEz5tVJeMlRVxcHG/pYsw6Jgv4EqnfRvzFixf8mLlz5yq8bwy85TXMkiVLalR8kZiYiD/++ANEspZLcXFxah+rb/j6+iJnzpwgIixevFjfwzEqjB07lv/eWcslY9F0Xr16xVuiHj58WCPeP3784AlB8+fP568bi6bz7NkzXlCZUgFuUhw+fBhEBEdHR7x//170ujHoOrdv3+bHakvT0buIYd4MX/gBZA9KDw8PEMmqBJXBWBZF8u4NZcuWTTEbNj4+nmd/lipVyqi5Dx48mE+Wpk6dmixvQHazYw+MChUqqMUdMMxJIlsUOTo64uvXr8nRBiAL+LGexcYc6JYPeqr6nKS4c+cOXxjs3r1b4X1j4c0ELyKCl5dXirwBcaBbWb9mY+HOfucFChRQe2Hz8OFDWFlZwcLCAjdv3lTrGENDZGQkChQoACLCggUL1D6O9Zy3sbHBs2fPdDhC3eHIkSP8Hufv76/2caySz8HBQaPjDAWCIKB58+Zc+NEkOWPLli1cLPv27ZsOR6kbvH37llceHzt2TKNjlyxZAiJC3rx5jarCgWHu3LkgkrksRkVFaXQsS9itU6dOuiV2MFfI5DZ1nYLmz58PIlkgy5D7RhsS1qxZw+floaGh/PUKFSqAiODk5MR7XKu67hKJBLVq1QIRwd3dHSNGjMD48eN58MDFxQUvX74UHePt7Y3MmTODiNCwYUNMmDABXbp0gY2NDRwdHXH37l21OfTv35/PSdWt5JNIJKhSpQqICAMHDhS9pwn3iIgIlC1blq8nRo0ahb/++osLkaqSxcePHw8iWYL4mDFjMGzYMN7rfs2aNWpxEAQB7du3BxGhadOmat/jHzx4AEtLS1hYWODOnTvpxpslX1lYWKBo0aI8sTw1CT1SqRT169fXqvhj3gxr04euY0oFOw0bNuRckn6+MrCkAHUD3YbKW969oV27dinyFgSB30vULdgBDHONK7++T85xmUFexzTmQLf8+r5w4cIi9yZVkC/YUVfHBAyPe+HChfk179evX7KcGXx8fPgx//zzj8L7xsBbXsO0t7dXO6k5LCyMO1aoO9cyNAiCgMaNG4OI0KFDB7Xnfh8/fuTz7j179uh4lLrB69evuUNjSgFWefj6+vLjlOmYxoAZM2bwe3VKyZrykNcx1XkuGBqio6NRrFgxEBGmT5+u0bFMvzZWHfPMmTMgkhWtaJIYAfxO2M2TJ49IzzIWXYe5raSmYCej4ubNm7yTyMOHD/nrxqTprFu3DkSEnDlzIiQkRO3jBgwYoFQLMhZNBwDmzZunsYYbEhLCx7du3TrRe8ak64wbN06rmo7eRQzzZhzCDyCz/mYPp5MnTyq8byyLInn3hqQ3aVU4deoU537jxg2F942FOxMBypUrp5Z7AyCzu2d/rydPnqh1jKHh06dPqVrYHT9+HESyQPe7d+90OELdgbWRyp07N8LDw9U+btu2bSCSVTWpkwBlaEhISOBVKsOGDdPo2GXLloHIeAPdLPvX0tJSobozJTDL2uLFiyM6OlpHI9QdBg4cCCJClSpVNLYuZa23KlasqJGAYAj4+vUrF+7Wrl2r8fGs9VbNmjWNxrKU4d9//wURIUuWLMm2WlAGQRDw559/gohQt25do+L+48cP3jqre/fuGh+fmJiIGjVq8LmHMXE/fPgwn89cuXJFo2PZosze3l60ENO1CLBy5UrMmjVLYZs5cyavVJEXJZKDRCLhwSl1KrQzOvz9/Xl185EjR0TveXl5wc/PD4Ig8PmuquvO2lg2atRIYQ7N3BqSBprYbzRppeWdO3dgbW2NEiVKKK0cVwb5qix1K/lYqy1lyV+acB89ejSIFK3MQ0JCULhwYdjY2MDPz090DHNBK1asmGgu9eHDB2TLlg12dnYpOoUyfPv2jYtG6rTekm+1lbTdqq55f/r0CTdu3OB/b7ZGTI3wA8i+v/9/vzMn9Jjgpg9dJzo6mie/G3PBjrw748SJE5OjzPHkyRN+jDLh1hh4ywf5s2fPzh17UsLnz5+5s81///2n1jGGhri4OC7Gjx07Vu3j3rx5w52aNakmNiRcu3YtVZrco0ePeKBbmY5pDGC/m5o1a2rk3sD0a2trazx9+lSHI9QNgoKCuJPu5s2bNTpWvmAntfMPfYIlU2bPnj3FVltJwVpvZc2aVWNnR30jLi4O1atXBxGhb9++Gh/PWm/lyZMHHz9+1MEIdYdr166l6V7FdMyCBQvi06dPOhihbpCYmMjboZYrV06tZM2kGDJkCA+SGxP3p0+f8gD50qVLNTo2uee6Mek6f/31l9IkDTMU8evXL+7GldSgwJg0HalUigYNGoBIdXvIpGDJX7a2tgrfR2PSdOR1THVbb7FWWw0aNFC4Xsak68TExLCkW3NCT0bd9JXQA/xODkiaAWsskBfDFy1apNGx06dP5zcxYwx0q7IoUwfDhw/nop8x2RgCsoclc29o06aNxq01WCV/rVq1jI67j48Pd29Qx5pYHvKuF40bN07VwkJfEASBZ78WKVIkxVZbSSFv3dmsWTOj4v7x40cucE+ePFnj4+WF0ubNmxsV9xUrVvBJrjqttpLi58+fKFKkCIgILVq0MBru4eHh/Jopm+Sqg7CwMN52zJi4s1YsRIR9+/al6hyfPn3iFsctW7ZUeyGmT/z69Qu1a9fmyXfqttpKivfv3yNPnjwgIrRq1coouF+4cIELJcoqbpODfKutpIE8XYsAqsAW55UqVdKIi3wbJXPrLdWQb7WVUq/ylK77okWLlAo5gKxqi/2OGPz9/UEkc3ZQdl/u0KEDiJQXSajCuXPnQKReJZ/8d+TixYvJ7psSdxb8V/ZsZe5H48aNE73eq1cvEBG2b9+ucAyrwJ05c2ay45LHvn37QKRe6y0m6ru5uSWbrKgL3kmR1oQeuXGYE3pMcNOXrpPa5ABDgVQq5e48qlpIqQIr2Ema2GssePXqFXdhOHv2rEbHbt++HUSyJPjPnz/raIS6A7u3lyhRQuPiC/lKfk0TBPSN8PBwFC1aVOPnJgNrvVWkSBGj4753714QETJlygRfX1+Njx82bBj/zgQHB+tghLpBTEwMDyhr4k4oj27duoFI1sbGmLhfvHiRz1/VabWVFIIgoFmzZnweaCzcJRIJd6TMly+fWq22kiIxMZF/b4yJ+8OHD7mTijKHOnUQFxfHW3C6u7tr5HyhLwiCgEGDBvH1TWoTD3/+/MkTwYyFu5+fHy9IbN++fapbbfXu3VvhfWPSdVJTsJNRwVptlSlTJtnYnDFoOu/fv1e79ZYmcWxj0HRevHihdust+S4EKcWxjUHX+f/uP+aEnoy66TOhJzExkWevtm3b1qgySBMTE9GxY8dUZ7/Gx8ejXLlySjP6DB3ymc9JLcrUgXygu0OHDkbDXRAEjBo1CkSpd5oJCwvjAc+OHTtqNNHUJ96/f8+D1Krs1FPCp0+fuP1cp06djIY7q0i3trbGtWvXUnWOt2/f8pZrnTt3NgruISEhvD1gjRo1EBsbm6rzvH792ui4M0cpIsLOnTtTfZ5Xr17xSrguXboY/L0uMjKSL95LlSolaiWjKeS5d+rUyeCTO44cOcIrlNO6+H358iXn7unpadDJmz9//uQW5Pnz51fZ41ld+Pj4cOeLNm3apPq+kR44ffo0r8QaO3asxuJ2z549QSRutaUM2hYBkoOnpyeICBs3blSPhBzkW29pmriaUcCS/pK22lKGlK47c+ts0qSJwvfnn3/+ARFh1apV/DVWzaSqbevff/8NIsLo0aNFr+/YsQNEhD59+ig9jrXeatSoUbJ82rRpAyLFVlvKkBJ3JrooS45hVulJnT5YkqiyuTdr7Vq7dm3R68lxl2+91b9/f5VcIiIiuCOTfKstZdAF76RQR/hJ6ZpXrlzZnNBjops+dR3WeqtUqVIaubgaAtjzL0eOHKkKWPbo0QNEsmp4Y+IeEhLCq82Tuw+qgiAIaNGiBYgI5cuXN6oCvZ07d4KIUt1SJTExkSfDGxP3nz9/ckfNChUqpKroIi4ujj1HUKFChVQlCugDp0+f5u7qq1evTtU5fv78ySvrK1asaBTc4+Pj+e80X758qXZaiYiIMDrud+7c4XO40aNHpyqRCQC+f/+O8uXL8+C6of/eExMTuRNVlixZ0tQ6KSn3tOhD6YGnT59yHaZr165p0h6/f//OYzYVKlQw6IQmqVTKYxWZMmVKtW7NIF/kV7ZsWYN22X/58iWPVTRp0kRj7U0TowFj0HXkW29p2nYso8DHx0dpqy1lMBZNh7XeypUrV7K/ATamqlWrphifMAZNB/jdeqtChQoqn/OCIPBnmTptvYxB19GmpqN3EcO8GZfwA8gyaVlySN++fVPlBpDeEASBt2JxdnZOdX/KFy9ecKvifv36GQV3+cxnT0/PVI/5yZMnnHv//v2Ngjuzwra1tU2xOjk5PH782Kiu++fPn3kVV1rbyDx+/Ji3K+vbt6/BJ3esWrWKi3379+9P07nk+6T27NnToJM7goKC+GRHGyLlo0ePeJVMly5dDNqxZfPmzbCwsACR6p6vmkCee/v27Q02uSM0NJTbVRYuXFgrlbby1VEtW7Y02DZMO3fu5C2XUuNEpQwPHz7k9/mmTZsapBPf9+/fuajv6uqqtQX/w4cPkTVrVhDJXJ7U7Wecnti3bx8X9QcPHqyxwPvu3TtYWFjAzs4uxYoKbYsAqhAUFAQbGxs4OTkp/ZuntBCWSCS8teT69etT/LyMCJbwqE6rgpSuuyAIXKgrXbo0Ro0ahQkTJqBBgwawsbHByJEjRXOkN2/ecJFG2feVVXP9+eefotdTuu7fv3/nwQ5V65mAgABYWlrCxsZGLTE7Je4ssV1Zq2JW0WRnZ8dfi46OBpHM6lwZQkND+X1MHilxZ39Te3t7lfMcNg9s3Lix0vfloW3eymBO6DFvyW361HWio6N5a7rq1asbTWLohg0b+Frv2LFjqTpHeHg4T4ypUaOGUXCPjIzk8/6yZcuq3WorKeQLQGrWrGkU3I8cOcLn/StXrkz1eYKDg0XcDXG+K4+YmBiexJ/WVirBwcEoWbIk/84benLHxYsXeRK/ui31VCEoKIi36ahevbpBJ/HFxcXxuWb27NlTrVszyHOvXLmyQTt3XL9+nesQ2ogzBAUFoXjx4lwfM1R3qvj4eN5yycHBIcVkdHXw7ds3zr106dIG68h2+/ZtHltq0aKFVgrKvn37xu91JUuWNMi2axKJhCdw2dra4vTp01o579evX1GqVCkQEYoWLQp/f3+tnFebePjwIU/gqlu3rsZzkPj4eO64fPz48RT3NxZdp1+/fiAi/PXXXyl+VkYEc9tTp928sWg6UqmUx3D27NmjdJ+EhASe/HblypU0czcUTScuLo6bB6h65t26dYufW52YjDHoOuaEngy+6TuhBxBnzg8bNsygExwEQcCYMWNAJMt8vn79eprOd+vWLc590KBBBp3g4Ovry63ZUpP5nBS3bt3iLZz69u1rsAkOgiBwS2ZLS0scPXo0zeeU5969e3eDda949+4dd1Py8PDgvR7Tgps3b3LuHTt2NMgEB0EQ+ISbKHVuB8pw48YNboXYtm1bg3SvCAgI4EJNyZIl8e3bN62c9+bNm1xUad68ucbW5rqGIAhYsmQJv+YLFy7U2rnv3LnDxYXGjRsbnPD3/v170WJd0zaKyeHBgwfcsaV27doGJYJIJBLMnTuXX/OZM2emunJPGZ48ecIXFpUqVcKLFy+0du604v79+zz4VLBgQYX+vvIICwvDhw8f8OrVKzx58gQvX77E+/fvERQUpPLv9eLFC+TOnRtEstaiaZ0raQtRUVG8LzwT9VNzzVnljKpFpTy0LQKoAnOTU+WgktJCGAAOHDjAg3va/C2YAh49egQigouLi1rPr5SuOyC79rNnz+buYGxr1KgR7t69q7A/E5STJpveu3ePJ6glrfb68eMHXr9+nWxlJbNnHzlypNL32Ry4e/fuyVHmSIk7K4pI6tYYFhbG55xEvyuevnz5AiJZZbkyJCQkcBFbHupwb9KkicqgriAI/G+uztxf27yVQR3hJyXe5oQe0930ret8+vQJhQoVApEsodfQkzt27tzJk/g3bNiQpnPJc69bt65W1sy6QkREBG8lUqxYsTRX3su3aP7jjz8MOrnjwIED/Hk5a9asNJ9PnnvVqlVT3bZW14iMjOTPj1y5ciU771cXgYGBnHvFihUN1r3iyJEjvOXSoEGDtDK/DQwM5L93Q3Wv+PnzJ5/juLi4pOhCoC4CAwN5coe7u3uaEsN0BXkX1q5du2pNZ/748SNP4itevDjevHmjlfNqCxEREdyNydnZOc0uLfL48uULypQpAyJZ8deDBw+0du60QhAEHDhwgMdVtF1EFxQUhAoVKoCIkDdvXpw7d05r504rAgMDeaKmg4NDsq2zIyMjERAQAF9fXzx9+hQ+Pj549+4dvnz5olJrkC/6y5IlC3bt2mUQGkFiYiKWLFnCW4amtnhQU+3DWHQdPz8/ECVftJJRERUVBScnJxARnj9/nuL+xqTpbNq0ic/FlYG1nHJzc9PK992QNJ0pU6YkO1bWNnTq1KnJcmYwBl3HnNCTwTd9Cz8M8r1te/XqZZDJHYmJifjrr79AJGu/o63M5wsXLvAFh6G6Vzx+/JgHJmvVqqU1ge7SpUt84u3p6WlwCQ6JiYk8e9fKykplpmtqcPXqVT6RaNmypcGJX48ePeJZp9oWqG7evMndaho2bGhQVR7R0dE8uGVpaYmtW7dq9fx3797l7hVVq1ZNc6WUNnHq1CkehE9OmJNKpfjw4QN8fHzw8OFD3L59G48ePYKPjw8CAwNVJmU+evSIt98qWbIkbt++rUs6auPbt29o164dn3SpaiUYFRWF69evY/v27Vi7di2WLVuGRYsWYdWqVdi0aRMOHz6Md+/eKZ0cP336lLub5c6dGydOnNA1rRQhlUqxbt06nmSmTJAUBAHv37/H4cOHMWnSJPTq1QudOnVC69at0apVK3Tq1Am9evXCxIkTcfDgQfj7+yvw9/Hx4ZUAzs7O2LJli96FAB8fH1StWpVf8+XLl4vej42Nxb1797Bu3Tr0798flSpVQsGCBeHq6orMmTMja9asyJs3L4oWLYomTZpg8uTJOHz4MN6/fy/i5uvri8KFC4OIYGNjg3nz5ul1fhMbG4tJkybxyuQyZcqIrNe/fPmCkydPYtasWWjZsiW/H6jasmfPjqZNm2LKlCn43//+hw8fPnD+79694zbVRIRRo0bp1anoypUrXHy3sbFRuObqIiYmhiep3b9/P8X9dSECKDueOempEuzVWQjLV6nduHEjxc/NSGDz/zFjxqi1f0rXPTY2Fp06dYKTkxM2btyIb9++ITIyEmfPnkXx4sVhY2OjUCl49epVLlw2btwYEyZMQNeuXWFra8srsmrWrKkxtydPnoCIkDlzZoX5fVxcHH92qduWJCXu3759EwXCRo8ejYEDB8LV1RXFihXj6wK2HlJX/EmpCkoZjh07BiJCiRIlFOYuly9f5p+rzn1b27yVIa291gFzQo8pb4ag67x9+5bPHWrUqGFwSewMq1ev5s/aBQsWaOWcfn5+fL7r4eFhkK1J5AOTBQoU0FoS/9u3b1GgQAEQySzmtVUQok1s3LiRJ3ClNqFbGfz9/bl4X7p0aYNzMfj8+TOqVKnCg9E+Pj5aO3dAQABP7ihRogS8vb21du60IjExEcuWLeNrnpEjR2q1cPTTp0+8OKJAgQLJBtLTG0+ePOHzQldXVzx9+lTpfoIg4MuXL3j16hW8vb1x584dPHjwAC9evMC7d+9UFh1++/aNr/GyZcuGffv26X1tDwC/fv3CuHHj+O988ODBSoPncXFxePjwIXbt2oX169dj+fLlWLhwIVasWIENGzZg7969eP78udK5X3BwMG89Zm9vj5UrVxpEQfLZs2d5K5Ps2bMrXQ8GBQXhzJkzmDNnDvr06YMuXbqgTZs2aNmyJTp06ICePXti1KhR2LFjh1L+YWFhXD+xsrLClClT9F6cGRwczB0tWIKD/LglEglevHiBHTt2YMSIEahZsyYKFy6M3Llzw8XFBVmyZEHu3LlRuHBh1KpVC6NGjcKuXbvg4+Mj+u5ERESgbt26/HP69++famc7bUAQBGzevJkXTGbPnl3kTPH9+3dcvnwZixcvRufOnblOoGpzdHRE7dq1MXr0aPz33394+fIl5x8ZGYmWLVvyfVu1aoUvX77oizpev37NXaZZ0ktqC6TZNVXXndiYdJ3kilYyMtavXw8iQp06ddTa35g0nZ8/f/I425MnTxTeb9SokdJEotRyNyRNJyAgABYWFrC1tVWIYzHHK0tLSwQEBKh1PmPQdcwJPRl8MwThh+HSpUs8sNisWTODEgKCg4PRunVrPnE/e/ZsiscIgoC4uDi1JvjXrl3jk7E//vjDYLL92USRJZ78+eefKgNyMTExeP78Oe7du4dr167h0qVLuHHjBh48eABfX1+VYvjt27d5a5JSpUqpFSBLD8hPFO3s7FRaMLIA6OrVq7F48WL8888/mDVrFhYuXIiVK1di9+7dogmxPOTdK/Lly6fW90rXiI+Px/Tp0/kEVFctU+STxFxcXLBjxw69CwHXrl3jk2cbGxscOnRI9H5YWBguXLiABQsWwNPTE8WKFUP27Nnh4OAAKysr2NnZwcXFBXny5EHdunUxbtw47N27F76+vqL7wPPnz7nblZ2dHRYvXqxXd67v37+jd+/efLFRv359nmAmlUrx+vVr7N69G2PGjEGdOnX4/UDVljlzZtSvXx/jx4/H/v374efnx/m/fv2aW/JbWFhg/PjxemvFJAgC9u7dy3+DmTNnxoEDBwDIFv83btzAihUr0KNHD7i5uXFxKKUtS5YsaNiwIf7++28cOHCAL3j9/f1Ru3Ztvl/Pnj31Fuh4//49GjRowMfSuXNnhIeHQxAE3Lp1C5MmTULjxo3530aTLWvWrGjUqBEmTpyIGzduQBAEhaSpP//8U5RIkl6QSCRYsGABTyAuUKAALly4AECWfDN27FhUqFCBV0akZsuWLRuaNm2Kbdu24devX4iKisLgwYP5+x4eHnpx67l//z53YrK0tMSECRMQExODb9++Ye7cuXxBknRzcnJCwYIF4ebmhvLly8Pd3R2FChXiz+2kW65cuTBp0iS8f/8e8fHxmDFjBn+e6MOtJ6krT+XKlfHs2bNUn2/Xrl38OmqjsiU1IkBSXLx4kXNLK6ZPnw4iWYK5GTJ8//6dOwv6+vqqdUxK1521cVUmqDx9+hREspYYSfHs2TN06tQJrq6usLGxQdGiRTFnzhycOHECRDL3v9Tgjz/+ABFh06ZNotf37dsHIll7AXXnaOqInSEhIRg1ahSKFCkCGxsbuLq6on///vjw4QMsLCzg4uLC902tPbM6kEgkfD6WNBjXvn17EBHmzJmj1rm0zVsZzAk95i25zVB0HT8/P+7cUbp06TQ9c7WN2NhYjBs3js8Jli1bluIxTNNRJ7Hv/fv3fC1ZpEgRXL16VQuj1g4uXbrEr4ubm5vKebhEIsHr16/x4MEDXL9+HRcvXsS1a9dw7949vHjxQmUBVmBgIK86zpEjh8I6Wl8IDQ3lLWiIZAlcyp5nLAC6bt06LF26FHPmzMGMGTMwf/58LF++HFu3bsXDhw+VBrC/fPnC17eOjo5Yu3at3oP8giBg+/btfL6ubRdWBvkkMSsrK8yYMUPvBYp+fn6oVasWv+YzZswQXfOfP3/i5s2bWLVqFXr16oXSpUsjR44ccHJygrW1NWxsbJA5c2a4urqiSpUqGDx4MLZs2YLHjx+LuIWEhPB2rESyBBJ9tl5LSEjA7Nmz+Tq2aNGi3I1JEAQEBgbi6NGjmDp1Kv78809eaKVqs7OzQ7Vq1TB06FBs3boVT58+5YHz8PBw/Pnnn3zf9u3b67UN1a1bt7jLtJWVFf755x8IggBBEPDkyRNs3LgRAwcOROXKlWFjY6PWmt7e3h41atTA8OHDsX37dr4G+PHjB3r27Mn3q127tlZcr1KDiIgI9O/fn4+levXqPJbg6+uLOXPmoE2bNjzZR5PN3t4eNWvWxIgRI3D06FEkJCQgJiZGlDRVunRpvbj1MFce1m6JraMFQUBQUBDmzZuHmjVr8vVbajYHBwfUqlULCxcuREhICCQSCRYvXswD8fnz59eLW09AQABP1iCSFUYHBQXh58+f2LhxI084U/Z7zp8/P0qUKIFy5cqhdOnSKFKkCNfklWlA/fr1w6NHjyAIAnbs2MGfJ/pw60nqypMvXz6cOXMm1ed78eIF56nufduYdJ3kilYyKgRBQNmyZUFE2L9/v1rHGJumM3LkSBDJHAnl8fr1a35fU9dMwJg0HQBo1aoViBS7LcyfPx9EhDZt2qh9LmPQdcwJPRl806bwExkZiWvXrmH58uXo0aMH/vzzT9SrVw/Vq1dHzZo10aBBA7Ro0QLDhg3Dtm3b8OzZMwVhRN69ImvWrNizZ4/eg/wHDx7ki53MmTOLqpaZe8GhQ4d4ANTV1ZU77rDN1tYWWbJk4RPiHTt24MWLFyL+8o4omTJlwooVK/Qa5A8MDBRNFLt3784XsDExMbh79y7Wrl2Lfv36oVy5cgoZyMomxH/88QdGjhyJnTt3ivg/e/aM25daWlpi0qRJenPrSTpRzJs3L7cr/fXrF06ePImZM2eq5V4gvyXNemf2tH5+fqIM8379+unNrcfb25tX21hYWGDMmDE6vQ5fvnwRZfu3aNFCL2490dHRGDFiBB9HhQoV8OTJE57c0Lt3b5XBbnU3Z2dn1K9fH1u2bEF0dLTSxffr16/TnfupU6dE953ly5cjMTERvr6+GD16NL8fJ93y5MmD0qVLo3LlyqhRowYqV66MUqVKcXeHpFvOnDkxceJEvH//HnFxcZgyZQqvmNOHW0/SBJNmzZrh48ePXABgVabym42NDSpXroxevXph6NChGDt2LCZMmICRI0diwIABaNGihdJ7gpWVFdq3b49Lly5BIpFg5cqVXFzInTs3jh49mm7POYlEInLlyZkzJw4fPswFAFYRkPTaNWvWDNOmTcP27dtx4MABnDhxAidOnMCBAwewY8cOTJ8+Hc2bN+dODvJb2bJlsX79ekRGRooSqJydnbF69ep0cW0RBAE3btwQufIMGDAAYWFhOHLkCK9WYJulpSXKlCmD3r17499//8WtW7fw4cMHBAUFISIiAmFhYfj8+TN8fX1x9OhRTJs2Dc2aNVMQRLJkyYKxY8fizZs3okCKjY0Nxo0bh3fv3umc+8uXLzFkyBD+e3Nzc8Pt27dx/fp1dOnSRZS8xJLxJkyYoJCMp+xvGhAQgCNHjmDKlClo2rQpF9XYM6Rly5Y4c+YMHj58KHLradu2LS5cuKBTceHr16/4559/+P3NxsYGc+fOTXOLSybcb9u2Ta39dSUCyKNjx44g0k57yI8fP8LS0hLW1tYGlVivT6xcuRJEsgoqdZHSdWf25aqsntl9Ul13xJkzZ4KIMG/ePLXHKI89e/bw+Y88mNCgyXdLHQFEFby8vJT+rVkgQlkl4p07d0AkC6ikBqz1YseOHflr4eHhsLKygrW1tdqtNHTBOynMCT3mLblNW7pObGwsHjx4gA0bNmDAgAFo3rw56tevjxo1aqB69eqoX78+mjVrhr59+2LNmjW4c+eOQitCefcKGxsbzJkzR+8tpu/du8fHZGlpiS1btojeZ+4F//zzD9q0aYMCBQrA3t5elNBvbW0NZ2dnVKhQAf3798e6detw7949UXHC169f2e8MRIQRI0botf1YZGSkKLG8WrVqvHpVIpHg2bNn2L59O4YPH44aNWoo6FhJN2tra1SsWBF//fUX1q9fj/v373O9IDg4GA0bNuT7durUCSEhIXrj/r///Y/PzR0cHPjcLTExEV5eXli8eDE6deqUontB0vVgpUqVMHDgQGzcuBEvX74EIHtudO3ale9Xv359nSTQqIPPnz/z1jtEhNatW+s02SI6OhqjRo3in1euXDm9uPUkJiZixYoV/Dss74rr6+uLMWPGoFSpUmoX6SjbbG1tUaVKFcyfPx/BwcFISEjAvHnzeJJIwYIF9eLW8/TpU1Egf/jw4fj58yfXNtgaNOmWLVs2uLu7o1KlSqhevTo8PDxQpkwZpVoIkSzJo1+/fnj48CEEQcCWLVt4Yao+3HqSuvKUKVMGDx8+xM+fP7Fp0yaebCa/WVhYwN3dHV26dMHgwYMxevRo/P333xg1ahQGDRqEDh06qLwn1K5dG/v27UN8fDxOnDjBtR/m1pNezzlBEHD69Gk+P7azs8OSJUsQFxenVNsgkgVR69ati7Fjx2LLli3Yt28fjh07hpMnT+LQoUPYtWsXFixYgA4dOnCHYfktb968mD17Nr58+aKQQDVx4sR0S+h69eqVyJWnUaNGeP/+PW7cuIGuXbsqJGwVKVIEHTt2xMKFC3Hx4kX4+/vj69ev+P79O75//46vX7/i3bt3osLNpNqvra0tevTogdu3b+Ply5eoVq0af69r1664f/++zr/3X79+xezZs0WuPAcOHICPjw9GjBjBX2ffB5aMt23bNlEynjKEhITg3LlzmDdvHtq1a6fw+69WrRp27tyJt2/fip4tNWrUwJ49e3Tq1BQVFYX169fzlm9E2omZsE4Mw4YNU/sYY9J15ItWLl68mKZzmQpu3LgBIlkBorqJx8am6bx69YrPeeVdxFgxg6o2bspgbJrO2bNnQSRrCyl/P2bPqvPnz6t9LmPQdcwJPRl8ozQIP79+/cK2bdvQrVs3Xo2j6ZYpUyZUr14dw4cPx9WrVyEIAj5+/CjK9m/btq1eggrBwcH8Ycomih8+fEBiYiJOnDiBVq1aqQx2sy2lKn97e3vUrl0bmzdvRnR0tIJTRq1atdLdrUeZfeOBAwcglUpx+/Zt9OjRg7sbyG+WlpYoWbIkqlatijp16qBhw4aoVasWPDw8kl1ATpgwAf7+/oiJicGECRP4Ykwfbj1J7Rv79u2LiIgILgAocyRwcXFBw4YNMWzYMEyYMAEzZszAzJkzMWnSJIwePRrt27dXyt/S0hLt2rXDxYsXkZCQgKVLl4qyzU+cOJFui+Ho6GiRK0/x4sVx8+bNdPlsQRCwa9cuZMmShf8916xZky7Cp0QiwZEjR/iC3draGrNmzUJ4eLhSAYBVqbCktOfPnyMkJAQ/f/7kFSvh4eEICAjA6dOnuSDM7NflvzNjxoyBr6+vyB7Xzs4O48eP13mQnyU3yC+E//jjD/j4+CgVAAoUKIB27dph7ty5OHv2rMpWXAxfv37FqVOnMHv2bLRu3ZoH1IlkAkqLFi1w+vRp3L17V+TWkx5B/levXmHkyJHcijJz5szYunUrrl+/riAAFCtWDAMHDsSmTZvw6NEjtRaqgiDg8+fPOHHiBGbOnIlmzZqJngMlS5bEypUr8ejRI1HlYKlSpbBmzRqdWfey5Ab56qzOnTvj1q1bCgJAzpw5MWHCBBw7dgwfP37U6D4kCAI+ffqE48ePY+LEiaIELycnJwwdOhTXrl1D27ZtRb+HUaNG6SShjQkArBKDfZ+PHTuGf/75R/TbdHBwwMCBA3Hjxo1UJxmxOcyOHTtEFZtsQn/06FFRUIVIlkx28uRJrSbwJiQk4NChQ6hfv77omTNhwgQcPHhQ9PewtLRE+/btcfHixTT/9gRBwJ07d9CrVy/RPKFIkSLYvHkzpk+fLvqNFS9eHMuXL9eaU5UgCLh69So6deok+t15eHhoxSHA19cXRLJEraTBS1XQtQgQHBwMGxsbjarLUgJLdkxtWzJTQ9OmTUGkfiUXkPJ1Z7/BK1euKLwXFxfHv7/qXNO4uDgULlwYlpaWqZ4/xMXF8ecAE1ji4+P571gT0TQtAgjrb75jxw7R67169QIRYfv27QrHzJgxA0SEmTNnavx5gMw9jz372PPuwoULfG6kLnTBOynMCT3mLbmNUqnrMG1jwIABqFixYqpcCq2srFCuXDn07dsXhw4dQkJCAqKiojB06FC+T6VKlfTi1hMbG4uJEyfyxGZ3d3fcvXuXz1l69+6donuBtbV1skkAVlZWqFChAubPn4+goCAFpwx9ufUkTSafP38+JBIJ3rx5gzFjxvD1d9KtUKFC8PDwQO3atdGwYUPUqVMHVapUQYkSJZT+Hezs7NCnTx88ePAAUqkU69ev58UD+nDrCQ0NFSXX1KtXD/7+/ggKCsL8+fOVajNMlxw4cCDGjx+PadOmYfbs2ZgyZQrGjBmD7t27w93dXSn/WrVqYe/evTyYzgocHB0dsWbNmnRzrJFIJNi6dSvXrLJmzYrdu3enm6Z0/fp1FCtWjP8mJk+enC46riAIuHnzpoITbnBwMI4ePYrGjRsr/J5ZUh5LSgsKCkJkZCTi4+MRFxeHiIgIfPnyBV5eXli6dCm6du3Kg0Jss7GxQffu3XHr1i08e/ZMlMjXvXt33Lt3T+d/+9evX2PEiBGie82VK1eUJjck1ypZGSIiInDlyhUsWbIEXbp04e3V2Fa1alXs2LEDb9684XNlIlmQf/fu3TotDPz69SvmzJnD791WVlaYOnUqnj59KtJ62D2oR48eWLFiBW7cuKH2eik8PByXLl3CokWL0LFjR5Fe4urqiqlTp+LZs2cit57cuXNj5syZvHhT24iKisKGDRtEhTLVq1fH9evXFbQeBwcH9O/fX6ljuDoICwvDxYsXMW/ePJ4My/7WHTt2xNmzZzF27Fh+T7SxsUG3bt1w8+ZNrX/vExIScPjwYZHDtJOTE9avX4+NGzcqaBvt2rXDqVOn1A6iK0NoaChOnDiB1q1bi+77FSpUwObNm7Fo0SKu3zO9gTk0awuqtA1PT09cuHBB9PcgkgXC2bMorXjz5g3GjRsnmidky5YNs2bNwpYtW0SxsJw5c2Ly5Mn48OFD2kn/P168eIFhw4aJ3OHz58+fJlcehsTERH6P0MQ529h0HVa00r179zSfyxQwZcoUEBEmTJig9jHGpukAv52XT506xV9j300vLy+1z2Nsmo5UKuW/scDAQACy5xh7HqrjtMpgDLqOOaEng2+pEX5UCQC2trbw8PDAoEGDsGnTJpw9exZeXl64c+cObt26hcuXL+PEiRNYtGiRykoYFtSMiIjA1q1b+UM2a9asWLduXboE+aOjo7Fx40buyiNvl6dMAHB1dUXz5s0xffp0HDt2DIGBgYiJieETZkEQEBsbi6CgIFy8eBELFy5Ex44dea9ttskHNU+ePClyzRg7dqzObTwlEgmOHTuGOnXqiCaK/v7+2Lx5s6jiw8LCgrsXrF69Grdv304xABoaGooLFy5g/vz58PT0FP0dLSws0Lx5c5w6dQo3b97kCWIWFhZo3bo1zp07p7MgPxMAunXrxhe8efPmxcmTJ3HkyBEFAaBq1aq8lc7bt2/VXqyEhITg/PnzmD9/Plq3bi1aXJcoUQIrVqzAvXv3RAlFpUqVwurVq3UW5H/9+jVGjRrFf2fMlUebixB1kdStx9nZGSNGjOBVb9pEUgGALcwuXbqkIADkzJkTU6ZMUeoopgm+ffuGXbt2ia4vkSzIf+zYMZFbD5FugvzKBIBMmTJh2bJlWLt2rYIAMHDgQDx+/DjNnysIAu7du4fevXuLFr2FCxfGli1bMHnyZIVEmmXLlmktyK9MACCSOUJdunRJlHghn2inrXuOsu+bg4MDFi1ahJUrV4oSnhwdHTF48GCVve41gSAIuHbtmoIAULJkSezdu1cU3GACwL59+7RaYRMfH48DBw6Ieo5bWFhg3Lhx2LdvH2rWrCm6Jg0bNsShQ4cQGhqa6s+Mi4vDvXv3FAQAV1dXTJs2DSdOnBBVXbm5ueHff//ViTPao0eP8Ndff4nsnnv16oUrV66gb9++ot9DoUKFMGvWLFy4cCFV4hOrLJ8yZYrCd2rIkCG4efMmunfvzl/PnTs3ZsyYobPWZyEhIVi8eLGowq9Zs2Z49OiRggtWpkyZ4OnpiYULF+LSpUtq//YlEglevHiBnTt3YsSIEbylGJFMbOzQoQOuXLmiNVGRtdvq0KGD2sfoWgRYtGgRiDSrtkkJW7duBZG57RYgu48y5yl1e24DKV93FuRu1KiRwj138uTJfL4pj+joaIU5QUJCAvr16wciWTV2Uvz48QOvX79Wy2WGJQAy8cfb25vfIzVBStylUqnS9dyWLVtARKhYsaJCFent27f5/OD79+/89Q8fPiBbtmyws7NTEJHV5S4IAhd/2P2QWTOPHDlSHcoAdMM7KdQRflLibU7oMd1NU11HVXKDhYUFSpUqhZ49e2LlypU4deoUrly5gtu3b+POnTu4cuUKTp8+jTVr1qBPnz4oW7asaD5JJHPyZEHNK1eu8HmXjY0Npk6dqrbzVVrAtA15V56JEyciLCxMQdtga8969eqJWibL33cFQUB8fDy+f/+O27dvY/Xq1ejduzfKlCkj4i8f1Hzy5Inoc7p3786TiXQF5jAr32bKw8MDT548wbFjx0QOzGw9xtwL1JmDybcr6tmzp2juRUSoUqUKtm/fjtevX4vceqpXr47//vtPp0F+pm2whBYHBwesWbMG165dE2k97HnCWuloss6PiorCjRs3sHLlSvTofzvhXAABAABJREFU0UNBN5g8eTK8vb1FCUVszq2rID9rn8uq8Ylkrjzp8TtLiqRuPdbW1ujSpQuuX7+u9e+9Mm0jd+7cOHToEObNmydae9vb2+Ovv/7CrVu30vQd/PHjB06dOqU0yL9lyxbMnTtX9D2rXLkytm7dqlV9LSEhAf/73/9Evy82Dzxy5IhCcoM2i6bevn2L8ePHi4L5WbNmxezZs7FhwwZRjCBHjhy8DbM2wLSNzp07i7SN8uXL48KFC+jUqZPo7yGfaKcNREVFYePGjaLvm6WlJYYMGYIDBw7wQjW2DvX09MTly5e18r338fHB8OHDFZKKlixZgg0bNohe14W2IQgCvLy80LFjR5Ezf/v27XHmzBm0bdtW9BwsV64cNmzYgMDAwFTzT0xMxMuXLzF79myFIqxBgwbh8uXLIm01V65cmD59uk60jQ8fPmDy5MmiNnV16tSBl5cX/v77b1Gb+ixZsmDUqFGpKo4DZK56V69exaJFi5RqG+fOncO0adP4dWBaj64Spn/9+oXt27fzhAAimQP39evXsXnzZlERrIWFBRo3bowZM2bg+PHj+Pz5s1r8BUGAv78/73zBEhLYVrduXRw4cEBrybE+Pj58/qMJjE3XefLkCZ/vmPG7SOvIkSNqH2OMms748eNBRJg9ezaA30VaFhYWiIyMTPF4BmPTdADwNc7Ro0cBpK5ICzAOXcec0JPBN3WFH0EQcOzYMYXkhho1amD9+vXw9vZO1cOV9aqePn260qDmpUuXRG49ugzyJxUA2E358uXLCgIAqypPzQRNHmFhYdi9e7fSoObx48dFbj1EhKZNm+L48eNpSixICmUCQPbs2bF7927MmDFDobpBW5nXLMjfp08fhaDmjh07MH78eFGFf7FixbB06dI0ZdnLQ5kAYGlpiX79+uHUqVO8uogJAAMGDNCqdfC3b98UgpoODg5YtmwZli9frnTRwtpApQWqkhv++OOPdHPlUQVBEHD48GFRdRWRzLJ63759+PLlS6rP/f37d5w7d05BAChZsiRWrVqFnTt3ioQJbQsA8vD29saAAQNEQf7+/fvDy8sLffv2FVmdFyxYENOnT8epU6c0FuWkUin8/Pywf/9+DBkyREEAmDZtGm7duiX6LugyuQGQJfYtXrxYlNDYsmVLPH36FPPnz1cI8rdu3Rr//PMPTp8+rXaFn7zQ3KtXL6XPlkePHmHBggX8HuPq6qozAYBBIpHg6NGjIgekGjVq4Pnz50p/k/nz51fbGUkQBAQGBvL2T3/++adIcGACwOXLl3H37l0uDlhaWmLAgAHpUjH94sULDB48WKHV2pMnTzBo0CA4ODiI+BcsWBDt27fHvHnzcO7cOQQEBCA0NBTR0dGIjY1FREQEvn79KmoLUalSJQWb5Tp16mD//v0ICwvDkCFD+OuVK1fWmsiWEr5//44FCxbw33aePHlw8uRJhIWFYenSpUoTnAsVKgRPT08sWLAA+/fvx/Hjx3H+/HmcP38ex44dw759+zBnzhy0bdtWaWV56dKlsXbtWkRGRuLYsWPcLcnBwQH//vtvulULJyYmYvfu3VzoYq5YCQkJOH78uKiiU35j9tgjR47E33//jRkzZmDKlCkYO3YsBg4ciJo1a4ruoWzLkycPZs2apZP2jawn9YIFC9Q+RhciAIMgCLxa9tGjR8mOQ5OFMBN/ihcvnuK+po6AgAA+L07pXnHs2DH06dMHffr04WuXokWL8tfGjx/P9/38+TOfdxcuXBhDhgzB2LFjuYW7vb097ty5Izr/qVOnkCtXLvTo0QOTJ0/GsGHDeMJcy5YtlQaoduzYASJCnz59UuSaVPzZvHkziNSr6tOE+8+fP+Hg4IC2bdti/PjxGD9+POddrFgxlWsMZhWdP39+jBkzBsOGDePJVmvWrEkT96Tij6enJ4gIO3fu1Dtvdq4+ffrw+7inpyd/LencPSXe5oQe093U1XXu3r2rVNtYuHAhbt68maoCql+/fuHOnTtYtmyZ0qDmmTNnRG491tbW6Ny5s06C/Mra57q7u+PcuXMYPXq0Um3j5cuXaQp2R0dH4+zZs0qDmlu3bsWsWbNE689KlSrxNszagrL2uTY2Npg3bx62bt0q0npYckNKcwd18fbtW0yYMEEU1MyaNSvmzp2LtWvXioL82bNnx8SJE+Hv76+Vz5ZIJEqTG5iOJ68raDu5AZD93ZUFNUeMGIG9e/eK2oSwNszacsVU1j63RIkS2LNnT7q2PVKG27dvo3379qLfQ5kyZbB27dpkW/qmhF+/fuH27dtKkxumTp2Ks2fPipx0mNYjHzjSFj58+IApU6aIWi43aNAA165dUxrkHzFiBA4ePIh3795p7IDLHIAnT56sVCe8ceOGqECMaT2sSl3biImJwY4dO0TtrCtUqIA7d+5gy5YtCsWg9evXx6RJk3Do0CH4+/urxT8+Ph7e3t7YvHkzBg8erOAS4+npiUuXLmH//v18Pujg4KC14ihVYAWh3bt357+9QoUK4fLly0oTjrJnz44mTZqo7YwUGhrKC0GTFsLKaxt+fn6i+EyLFi20WsiiCp8/f8asWbMUWq0FBARg2rRpCi3Yc+TIgT///BNTp07FkSNH8PbtW4SEhCAqKgpxcXH48eMHgoKC4OPjg//++w+jR49GrVq1uMub/HN89erVCA8Px5IlS3gMIW/evNi7d2+6aBtxcXHYuXMnn4/b29tj1apViI6Oxq5duxQcmonE7ev37NmDo0eP4ty5c7hw4QJOnDiBgwcPYtmyZSo7X8hrG48ePeJJI6wYV1fFv8pw7do1PkbmihUbG5tsJ4dcuXKhRYsWGD58OMaPH4/p06dj2rRpGDduHIYOHYpGjRop7Xzh5OSEYcOGaeSgoy527twJIs2KtADj03USEhL470RX+r6xQJMiLWPXdPbv3w8iWWI3oFmRlrFrOux3NnXqVADAggULQKRekZax6TrmhJ4Mvqkj/AQEBIgmirpIbgCUJxpYWVlh2rRp2Lt3r9Ig/549e1KcEKuCIAgICAjAvn37FASAmjVrYs+ePVi8eDF/AOpCAJDH48ePMXDgQFFQc9CgQbh27Rr69+8vCvIXKFAAkyZNwpEjRxAQEKAR/7i4OB4AVebcsHLlSnh5eYkqO2rVqqXT3qjKgprt2rXDixcvsHDhQpGbgp2dHZo1a8YdkdRNqmLuBXPmzEGbNm2UJjcwy1r2evHixbFq1SqdTn4kEgmOHz8uqparVasWXr58qVSckneEOn78OD59+qSSv0QiwbNnz7B9+3YMHz4cNWrUEAVAmQCgywVvavH06VMMHjxYYSGXO3dutGzZEjNnzsSJEyfg6+uLjx8/IiQkBGFhYfj8+TPevn2Ly5cvY/HixejcubNCsFy+Yubr16+i9j9//vlnuv09IiIiMH/+fH6PyZ8/P86dO4ewsDAsW7ZMlFTGtrx586J169aYPXs2tm/fjv379+PYsWM4cuQI9u7diy1btmD8+PGoX7++SLBOKgDExsZi3bp1/O+bM2dOHDp0KN3Ev8TEROzYsYMnUGbJkgU7d+6ERCLBiRMnRImc8lu+fPnQunVr9O/fny8KR40ahYEDB6JLly4oXbq0Uit0JgD8+PEDPj4+IvFp4MCBGmWqawNnzpxR6HnOqpBGjhyptL0f+/67ubmhYsWKqFq1KsqXL4+SJUvyCbCy78vMmTPx+fNnhZYDbm5uCouL9MCDBw9ErdbGjx+PmJgY/PjxA6tXr0bt2rUVkns02SwsLODu7o7hw4dzASBpdfjcuXPTrce9PPz8/ESt1nr16oXv379DKpXi3LlzGDVqFP74449U8Xd2dkbdunUxbtw43sL0+/fvIleeunXr6rylnyp8+/ZNdK9t1qwZT9L09/fHjh07MGLECJWJOqo2lvjDKst1eV1ZtdiFCxeS3U/XIgDD5cuXQSRLTksJmiyE5cWf9BQJDRFHjhzhc4OUMGvWrGS/q4UKFRLtHxISgvHjx8Pd3R12dnawsbFBwYIF0bdvX6UtCN+8eQNPT0/kz58ftra2cHFxQd26dbFjxw6V6xJNrvu+fftARGjVqhUAYNCgQSBSr/WaJtwTEhLQv39/lCxZEg4ODnBwcEC5cuXwzz//pJhIsHPnTlSpUgUODg5wcnJC3bp1RXbSqeXOxJ9p06YBAH9epCQipwfvlO6BSe2czQk9GXejFHSdyMhI/rsm0p22ocpFoXv37jh9+rTSIP+aNWvw8uXLVDuThoaG4syZMwotZooXL44VK1Zg3759oqD7H3/8oTNtIzAwUCGo2bhxY9y8eROTJk0SJdy7uLhgyJAh2L17N169eqUR/8TERPj4+GDXrl0YNGiQ0uSGe/fuoUWLFvx1pvXoIrkBkAX5d+7cyecwbI5y7949bN26FZUqVRLN12vXro2xY8diz549areEYe4FLAAqX7jBHGYfPnyIFStWcP0sR44cOk1uAH63ne3Zsyf/3hctWhRXr15VmniT1BHqzZs3KvkLgoB3797hwIED+Pvvv9GwYUNRkhRrn3vp0iWdtq5ODT5+/IgZM2aI2jCz736DBg0wYcIE7N+/Hz4+PggICEBwcDDCw8Px5csX+Pv7486dO1izZg369u2LcuXKidxBiH5rGxEREaL2P2XLlsXFixfTRdtgQX52j3F0dMT69euTDfJnzZoVjRo1wsSJE7F161bs3bsXR48e5UUb27dvx8yZM9GiRQuFvx2RWNtI2sJ98eLF6Va4AQBeXl6iFvYzZ85EXFwc7t69i549eyoN8jP+/fr1w9ChQzFu3DiMHj0agwcPRs+ePVGlShWVyQHM7So4OFjUQr5x48YauWlqA8+fPxe1WhsyZAiioqK4Q7N8Yqn8li1bNpQsWRLly5dH1apVUbFiRbi7u4uSteQ3Z2dnDB06FM+fP4cgCNi0aRO/52fPnh0HDhxI9yS+wMBAkYbdvn17BAUFIT4+Hvv370ezZs1ESW2p2QoWLIhu3brBy8sLgiDg9evXIleevn376iVRITw8HD169BDdh5jLwqNHjzB58mQ0adIkVfxtbW1RpUoVDB48GIcPH0ZCQgIkEgmmT5/O73/FixfXWzFuTEwMxo0bx++1ZcqU4bHBkJAQHDx4EBMnTkSjRo1UtvVUtrm6uqJFixbc3UdbrcSVQZMiLWPXdZjurcw1KCNBkyItY9d0/Pz8QCRLBgSATZs2gUi9Ii1j13QOHz4Mot/aHZsjpFSklV7cU7oPaqLrmBN6MvhGyQg/yiaKK1as0JkAII+XL19i4MCBfJJQrlw5eHt749mzZxgyZIhCkJ9lvU+ePBmHDx/GkydP4Ovri8DAQAQGBsLX1xdPnjzB//73P0yZMgVNmzYViSlE4hYzyiaKuhQA5BEREYE5c+ZwMapgwYLc/njFihUKvYsZf9YPee3atdi2bRv27t2LXbt2YdOmTVixYgV3L5AXEoh+CwCXL19GbGyswkTx+vXr6cIbkDmKyLdaY9n+EokEp06dQvPmzZUG63PmzImmTZuiW7du6NevH4YMGYL+/fuje/fuaNmypVL3Ajbx3r9/P+Lj43Ht2jWFhWh6LoQB4OTJk8idOzeIZO4kK1asQGJiIl69eoVRo0apXBBkyZIFBQoUQMmSJVGmTBkUK1YMefPmFSWByW9lypTRaSsvbeLHjx9Ys2YNGjZsqDLJQZ0tU6ZMqF69Ord/FwQBe/bs4dUAmTNnxrZt2/RSzfb69WuR0NO/f3/8+PEDUqkU58+fTzZBJ6VNPgGI9fINDAwUJU527twZISEh6c4bkC165FuttWzZEkFBQQBkVW979uzB2LFjUbduXVH7pOQ2a2trVKhQAf3798f69evx8OFDfl1XrVrFxaECBQqkGJjXJSIiIritJpHMrYe5ikilUrx+/Rp79uzBmDFjUKdOnRT5Z8uWjT8HklZ/ffr0iSdpWlpaYsKECYiJidEb99jYWEyePJkHdEqVKiUS4Fhyk3yVVt68eZE1a1bY29vD1tYWmTNnRq5cuVCqVCn06NEDK1aswPXr1xUW/6tWreJ/o8qVK6eLG1FySExMFAUZihQpolClLB+kGTVqFDp37ozWrVujcePGaNKkCdq0aYPOnTuL2kIkXfx9/fqVX3MHBwesXr1a7yK/IAjYu3cvf5YVLFhQaTtRiUSC58+fY9euXfj333+xePFizJ49G/Pnz8fy5cuxfv16XLx4UWuOfeogMTGRJ1ql9Lm6FgEYOnfuDCLCxo0bUxy/JgthAFx40qTPtimC9VpnVT6mjDdv3oDot/jDrNWvXbum55HpHkz8adasGe+1bm9vr1VHVEOBOaHHdLfkdJ2LFy/yKn8bGxtMnDgxXQKfX79+xaxZs/jzM1euXDh+/DgP8rN1L9scHR1Rq1YtjBo1Crt27cLDhw/x6tUrfPjwAZ8+fYKfnx+ePXuGc+fOYd68eWjfvr2Ce4F8+9zg4GBR66n69etrpZ2wOoiPj8f27dt50r2zszM2bdqEmJgYpQ7NjH/t2rUxevRorF69Glu2bMHu3buxe/dubNmyBatXr8aoUaNQq1YtpcnfrH1ubGwstm/fztfOWbNmxe7du9N1nXv58mVeccyS6ePj45W2YWYbS07v0qUL+vbti8GDB2PAgAHo2bMn2rVrJ3Jekd/c3d25w2zS5PmePXtqrY2zunjy5InIsWfEiBGIjo7mztjy7WiTXv98+fKhePHiKFOmDEqUKIH8+fOLkrXkt3z58um0fa42ER8fj4MHD6J169aiJCxNNysrK5QrVw7Dhw/n2satW7f4d4MVhOqqEDE5hIaGiu43DRo04O2mvL29MWPGDJUJOiltWbJk4QlALLnh58+fIleeatWq4dWrV+nOG5C5lLEgOZGsDRa7PqGhoTh27BimT5+OZs2aiZIrU9pKlCiBrl27YunSpfDy8uL67NmzZ7me7+TkhI0bN+rNlSohIQHz5s3j+n2hQoVw//59ACm7KCvbHBwcUKtWLYwePRr//fefKNn1169faN26Nd/X09OTa2f6gCAI2Lx5syhmJJ9oIggCPnz4IIrDFChQANmzZ4ejoyNsbGzg7OyMnDlzomjRoiJ35qT65IULF/hzL2/evDhz5kx601XA8ePH+e/ZyckJV69eFb0vCALev3+Pw4cPY/LkyejSpQvatm2Lpk2bolGjRmjVqhU6deqEIUOGYMuWLXj8+LFCDCI2Nhbt2rUD0W9XHm228Estbt++zd16HBwccPHiRYV9WCutgwcPYs2aNViyZAn++ecfzJ07F0uXLsXatWtTLFLWBdQt0gKMX9dhrkFLlixJcV9Txv/+9z8QybqemDqkUimPHX39+lWjIi1jx/v370EkS+QXBIHPt3Xh9KVvmBN6MvimSvhJ6srDsq3TGzdu3OAuFVZWVpg+fTri4+MRGRmJNWvWqDUhTm5jiTDMhSUxMVHBvlFfE8UXL16I+pQOGjQIkZGRkEqluHTpEqZOnYqmTZuqdGZQtVlYWKBUqVLo2bMnVq1axXt5P3v2TMG+UV8TxY8fP4ocOtq1a8cDaJ8+feIT4iZNmii1Z1S2Ja2CYi4FUqmUtxlgi8/0EvqUITw8HL169eLjqV27Nv/tseosTbLek7oXpLegpU0oq04rXrw48uXLh2zZsiFLlizIkycPihYtiho1amD48OHYvn07nj17JgrKSKVSjB49mv+NmjVrpnchLOm9x93dXWFMrIXWvn37MGHCBPTp0wddunRBmzZt0L59e57QNnv2bJUtul69esUT3HLmzInDhw+nF0WVEAQBO3fu5KKzKotCqVQKX19fHDx4EJs3b8bq1auxZMkSrFy5Ehs3bsSuXbtw//59pRaVgiDwCnwi/bjyqIK8W0/hwoVV9lCVSqUIDAzEq1ev8PjxY9y7d48nr3758kXlItjPz4+7DZQsWVIvrjyqcP/+fW6fnT9//mQXuZpCEATRAnzWrFl6ceVRBT8/P17RlydPHvj4+Gjt3B8+fOBzJ3d3d7258qjCt2/feCDL1dXVIF3ikiK1vdaNFWbxRwY2F9Wk17qxQiqVckH+06dPPPnVUJ6VugQTf3Lnzo3r16/zwJgpwpzQY7qbMl0nqSuPh4eHXkTNt2/fok6dOnwc3bt3R1hYGA/yK2srosnm4OCA2rVri5Ibjhw5wgPHDg4OWLt2rV4Sm4OCgtC+fXs+VnkXicePH/PEJFVODikFkjw9PTF//nyesB4UFCRy5WnTpo3GbZu1haioKFGrtcqVK/OEg/DwcO6e3LZtW1FLsOQ25l7AAqDyLcm3bt3KE+Zz586NEydO6IU3IEtgkW+1VrRoUTx58oS///XrV5w6dQqzZ89G69atVTpzsI21LWHuBekdANU2GP9Zs2ahVatWKFmyJAoUKIAcOXLAxcUFuXPnRuHChVGxYkX07dsXa9euxd27dxUKUrZv384LRMqUKYOHDx/qidFvHD58mN97smTJorD2lm+hNWPGDPTr1w/dunVDu3bt0KZNG57QNnHiRJUtusLDw3lBGHPlMYQkZPkiycyZM+PGjRsK+wiCgI8fP+L48ePYunUr1q5di6VLl2LFihVYv349tm/fDi8vL5XFh/v27eO/K3248qiCvFuPo6OjSkcMQRDw9etX+Pr64unTp7h37x4eP37Mk1dVObX9+PGDdy3Ili2bXlx5VCEwMJDHj+zt7XHu3Dmtnv/w4cM8Yapr164G1T4oPDyct+q1s7PDyZMntXbunz9/csf+LFmyGFyRRUxMDHr37s2fzcawXtakSMsUsHXrVhARunTpou+h6BVTp04FEWHKlCn6Hkq6oH79+iAinDp1ihfqGdr9QxcQBIEXj759+5bfmwxhfqRtmBN6MvimTPi5fPmyKMN6//79ep0o/vr1C6NHj+bOLFWqVBFlayvLei9XrhxKlCiBAgUKIH/+/ChRogTKlSun0r0AkFmlylt26su+UR4SiQTz58/nk9fy5cvj27dvon1Y67AjR45g+vTpGDp0KPr27YsuXbqgR48eGDBgAEaOHIlVq1bh5s2bSu2/bty4wTM49WnfKA9BEERuPaVLl+buFUn3e//+PU6cOIG9e/di69atWLduHbZs2cJ71KqycE5ISODtSPTlyqMK8m49JUqUUOkQJQgCgoODERAQgNevX+P58+fw8/PDp0+fMkQQRlNIJBL07dsXRLJqwS1bthjMQhiQJdyUK1cORKrdK1ILb29vngBZp04dvbnyqMLnz5+5CJIvXz6tVZgJgsDFZCsrK+zdu1cr59UmwsLC+EQ7d+7cWkvueP36Na8aqlGjhkEm9EVERPBK2pw5c2qNO1u0WVpaYvv27Vo5p7YRGRnJF1vZs2fXCvfPnz/zSgQPDw+D+50zREdHc5vu7Nmz4+XLl/oeUrI4dOgQiAht27bV91DSBRs3bgQRoV+/fvoeil7BKuz1meidnmDzj1u3bvGAREZATEwMF+LPnj0LIvXarBkjzAk9prsl1XXevn2LIkWK8DXP/Pnz9SpoSqVS/Pvvv7ytZp48eRRcE0NDQ3H+/HnMnz8fnp6eqFChAtzc3FCwYEHkzZsXxYoVQ5kyZVC3bl2l7gWAbN4/e/ZsrunUq1dPwQkxvSEIAvbv388LsXLkyKG0fX1ISAh3Hxo+fDj69++Pbt26oXv37rzd8Pz583HhwgWEhoYqHP/hwwfu5qwPVx5VuHz5Mi8uyJYtG3evSIqgoCCcO3eOtxxav349Nm/ejP/++w+HDh1S6l7AsHDhQn7N9eHKowrybj0uLi64deuWyn3Dw8MRGBiIN2/e4Pnz59xxPDQ01CCuo6FhxYoV/JpPmDBBL648qhASEoJWrVrxhEJl7hWpxbdv33ghZqFChbRaFKINREdHo1OnTiCSuWSfPXtWa+fevHkzjwtMmjTJ4H4XCQkJvDhTm8kdERERIp1Mm0VQ2oJEIuHu0zY2Njh+/LhWznvo0CGetDdmzBi9Ow4rQ2JiIoYMGcL1Rm1wj4mJ4TpR7ty5ueOVoUG+WNbKykqrCU26gL+/P4hkxYQZAQ8fPgSRrOtJRgZzs9u8ebO+h5IuYPfirVu3cictX19ffQ8rXVCqVCkQES/SypEjh76HpBOYE3oy+JZU+Dl27BivyGzTpo1e7RuT4saNGzxI5e7uzp1ltIHo6Gg0bdqUL7RPnz6ttXNrAy9evICbmxtPuNFmFcLZs2d5JVPnzp0Nwr5RHoGBgShTpgyIZJXx2nIaiIuL43alyuwxDQFBQUGoWLEiiGTtgVQ5d5ihHqRSKe917ODgoNd2S8nh+/fvvOVf7ty5tXLdX7x4wd2smjdvbnC/c4YfP37wCt48efKk+fcuCALGjh3LBSVVfVkNAVFRUbwCJ0+ePGkOPgQEBPBq10aNGqXYx1afiI6O5k4Y2uC+ZMkSLir873//09IodYOYmBheSZ03b15uzZ4ahIaG8gVMtWrVDD6pMy4uTmvcdY2dO3eCiNC7d299DyVdsH//fj4vzMhgAoghCue6AEssPXPmDE+2ywiQSqU8KMgsudu1a6fvYekE5oQe093kdZ1nz57xhO6KFSsalNX427dvebuDLFmy4O7du1o7t1QqxZgxY3hC98qVKw0q+BcUFMSTmVW5V6QWr1+/5o6flSpVwpcvX7R2bm0gKipKpL1oq6WnIAi8PaaFhQU2bNiglfNqE/KFg/b29rh06ZK+h2T0WLZsGX9ur1y5Ut/DUQqJRCJyr9BGUk9YWBjXRrWtiWsTiYmJGDhwIOd++fLlNJ9z9+7d/JovWrRIC6PUDaRSKYYPH6417tHR0bz4SZWTtaFA/hlsa2ur0qVIXZw7d44XN8+YMcPgErjkIQgC/v77b57MlZZnXEJCAn9e5smTR6tFnrqAvBt6WrnrGi9evACRzNEtI8DPzw9EMpfAjIxu3bqBiLB79259DyVdMGzYMBAR1qxZwx1ADcXNTtdgya+nTp0y6eQ9c0JPBt/khZ9Dhw7BysoKRLI+z4YkfjB8+/aNV48WKlRIK21yYmNj0aBBA+4OIG+Fa0gICQnhN6aCBQtqhfuVK1d4AtfAgQNV2nvqG/LuFQULFkzzwjUxMREdO3bkVWIPHjzQ0ki1D3n3ikKFChnsot3QIe/S4uTklGx1nCHg58+fvCKjcOHCSt2p1MW7d++421ObNm0MxoVKFX79+sXvyUWKFEkT9zlz5vAqIW1b/+oC8pU4RYoUSbUYHxYWhhIlSoBI1rbPUBO45BETE4N69erxBWdqnWX27dvHRf09e/ZoeZS6gTz3YsWKqbQYTw5SqZSfo2zZsgZTmZwSYmJiULduXRARSpUqpbRlniFgw4YNICIMHjxY30NJFxw/fhxEhNatW+t7KHoFawFjyOK5NsHuISyhK2/evPoeUrqBrYd27dpl0sls5oQe092YrvPkyROexG+oCd2xsbFo27Yt6P+dwLThDiwIAkaOHMnn/Yaa0B0fH8/dK+zt7bWyJvX390eePHlAJHNhTc08Mj2QkJAgKq65fft2ms85b948EMnclvft26eFUeoG8u4V2uKeUbFlyxae2LF161Z9DydZSKVSrkE5ODikqfV1VFQUqlatCiKZe7mhurAyCIKAESNG8Pt8WpI3T548yWMVS5cu1eIodYOk3O/du5eq8yQmJqJZs2a8wFOVa7shQRAEHkx2dHRU6kanDp48ecId/caPH2/QyTwM8tydnJxS7UDMChKzZs1qUAnZyUFeb3d2djbY5IEHDx6ASNb5IyPg06dPGW5Nrwys9a2hrg20jfHjx4OIsGTJEri6uoKIFLq9mCpY0QjTs0w1mc2c0JPBNyb8nD17lmc+T5061aAnS+Hh4Ty5w83NDcHBwak+V0JCAtq0acMznw3dguzHjx+oWbMm556WRdy9e/fg6OgIIsKwYcMM+poDsgUscy1xd3dPNXdBEPDXX39xNyZjaKPw8+dPEXdlFttmJI9FixYZRcWAPKKiovi9rmzZsgo949VBbGws3N3dQURo2LChwQbLk0Kee5UqVVLVIuDSpUu8QvfQoUM6GKVuIC/WNWzYMFX3ZlaBULFiRd468vDhwxgxYgRq167N22r26NEj2fMIgoCdO3eiXr16yJo1KzJlyoTChQujU6dOePPmjWjf69evo2fPnihTpgyyZcsGOzs7FC5cGK1bt1a7Mi0yMhJVqlQBEaFjx44a8/78+TNcXFxARPj333/ThXdSxMXF8crJfPnyqT32yMhI7sg2cOBAtY9jWL16NYgIrq6uPBFM19x37NjBBXVlm7pV0pGRkdyFcOLEiRpzTw/8+++/POE9I8DU2w6pC9YiJKMk9LDkOuZSkytXLn0PKV0gCAK38z98+DCITLe9njmhx3Q3IvIuU6YMcubMyZP4DXneL5FI0LNnT9D/u9WkdU0+Y8YM7gpw/vx5LY1SN0hMTOQtoF1cXNJUUPblyxcULVoURLL2YoaexC+VSnlii4uLC54+fZrqc61bt44n8R88eFCLo9QNpFIpv+5ZsmRRaDlnRso4f/48b7m0evVqfQ9HLUilUu7UkyVLllTNKQVB4C5PaSn6SW/Ic8+RI0eqtPvAwEC+jp02bZoORqkbSKVS3n4rf/78qUq0ZE5UOXLk4LEKY9B05J3R3d3dNZ6LxMfHo3z58iAi9OnTh+thxqDrSKVSdOnSBUSEqlWraqxj3rhxAxYWFrCysuKJn8ai6UilUh5fa9y4sUHGmFhb6Zo1a+p7KOmC4OBgfg/JyPD09OTr/IyAcePGgYiwbNky5M2bF0SUpkJpYwKLpbACRbNDjxoagjZOYt7SX/hxc3Pjmc/jxo0zyIduUnz//p1P8CpVqpSqQDcAnkGcLVs2o8l8luderVo1JCQkaHyO0NBQnqXZs2dPg3RjUobw8HDu0NSwYcNUjZtNVrVVEZdekOfevn17o/idGgqePXvGExaPHTsGIP0Wgzt37kTVqlXh6OiIzJkzo169ehq1fQoPD+ctP/7++2+1j2Ngtq+lSpVCVFQUAN1z//TpE+bNm4eOHTuiWLFiXHTTtHVYWFgYd0dYsGCBRsdGRkbyY+fOnctf1zX3W7du4e+//0aVKlWQI0cO2NraonDhwvjrr7804h8cHIwcOXJotIBmOHr0KK8ClG9ZVqFCBV4txJK8kuMeGxuLVq1a8QTS4cOHY/LkyejduzeKFCmi8D2eNWsW8ubNi/bt22PkyJGYPHkyunfvDicnJxARpk+frtb4AwIC+DGaiPOCIKBly5YgIrRs2ZLfI3XNOynGjRvHx69JQg8A+Pj4cJcITVoCvnv3Dg4ODiAiHD16lL+ua+7sedq2bVvMmjVLYXv48KHaHO7evQtLS0tYWlpqtf2GtrBx48ZUJ1sZI44dO8YDwhkZLNHs1atX+h5KuoAl0l68eJEH2TMC4uPjQSRzeGDJbE2bNtX3sHQCc0KP6W5E5M3WO02bNkVcXBwMHfKuuTlz5kx1682tW7eCSNZqla31DB2JiYk8QO/q6pqqytnExERe9FOlShWDb7XKIJFIeHAltYFub29v7tixefNmHYxSN5Dn7ubmlmodMyMiIiKCB6ZmzJjBXzcGXUcikfB1amp0zAMHDvA1HdMUjEXTkUgkaNSoEYgIHTp00EjHFASBtymU10CNRdNJSEjgwcUBAwaofRwA+Pr6IlOmTCAinD59mr9uLJqOfGGhpgU7M2fOBJHMuTg6OjrduCdFanWdyMhI3uZm4cKFah/369cvFC9eXCF5zZg0naCgIGTPnh1EhI0bN6p9XHrh4cOHICKwTiWmjo8fP6ZKlzQ1dO/eHUQZp+UWi3WvXbuWJ/1r+uw2VrC4qZeXF4hMt4W8OaEng29E5G1nZwciQr9+/VI1Qf7w4UOy2bxdunRROEYbGcBBQUF8sjN+/PgU90+KCxcugEhWxcUsMHXNm+Hnz5+YM2cOypcvD0dHRzg5OaF06dIYOHCgWgk6375948HqefPmacydZYzXrVuXf56uubMq5+S2OXPmpDj2r1+/8srD9evXa8Rb3r1h165d/PX0uO7BwcH4+++/UaZMGTg5OSFbtmyoXLkylixZwhMtUoJ8dcr+/fs14p5RkZCQgEqVKoGIMGTIEP56eiwGmc1h/vz5MWbMGAwbNgzZsmUDkayXqbq4f/9+qgLd8gHy+/fvpxt3Fgi2sLBA0aJFkSVLllRPIFlQ0dbWVqOky0GDBoGI4OHhIaqK0TX3XLlywdLSErVr18bo0aMxfvx4bvno6Oiokc32wYMH+VjVreQLCwvjyZpJqxa9vLzg5+cHQRBw9erVFLkzu+ApU6YoFR2TPqtUVV59/vwZrq6usLS0xNevX9XiwZInNKnk27lzJ4hklY/yVYu65i2Pq1evwsLCgrdnSs3CecGCBSCS2WqrE+CQSqXcVaNbt26i93TNnc3lduzYoR65FMASEFNTyadrsDY8vXr10vdQ0gWsdV1yc9mMAOaalVq7eGND2bJlQUTcjtza2tpg2/FqE+Hh4SCSWcTfvHkTRKZrxW5O6DHdjYi8iQg1atTgATBj0HTi4uLQtGlTEBHq16+vcaBbPhF827Zt6cKbIa2aTlxcHG+1265dO40LdpYsWcLnm8zB11g0nbi4OJ5E2r9/f414x8fHc8F+1KhR/HVj0XRiY2NRunRpEBEmTJigEfeMDOZuVKNGDdHcxFh0HfmCHU10TFUBcmPSdAICAvhv8sCBA2oft3nzZhDJAnJBQUHpxl2bms7Lly95wY667nGJiYncmb9Pnz6i94xJ07l37x7XI9VtO/b48WNYW1uDiHD9+nXRe8ak65w/f57rmD4+PmodM2bMGBDJ3Nnlk7KNTdORT0A0tNZbPj4+IJK1LcwIePPmDYgIxYsX1/dQ9ArWpWPTpk36Hkq6gM2Xtm3bxvWdtLiBGhMKFy4MIsKzZ89AJGvDnBojDEOHOaEng29M+CldurRo4qbJBJkthitUqKA0m1eZpZm2MoAfPHgAKysrWFhYaNSHWj5jWt75Qde82XEsEalOnTqYMGECxo8fjw4dOiBr1qxq97m/fPkyvzk9f/5cbe7MRt/R0RH+/v7pxn3lypVK9505cyZ3T1H3ujM7fEdHR7Ur+QRBQPPmzUFEaNWqlUgw0zX3Dx8+8CB7/fr1MWHCBIwYMYI7r5QvX17t6ixVi1ozlGPu3LkgIhQqVEgksul6UXT79m0QyapKvn//zl//8OEDt67VxG550qRJXIBQ57sSExPDnQUmTZokek/X3D99+oQbN27wKtF69eqlWvwBgIEDB4JI/dZbrNWWsiQgXXNftGiRUgvs+fPn88W5JmBVy+q23mKtturVq5dsQCQl7u/evYOlpSWqVq2qFTewdu3agYjUdkUTBIFX8qnTektVsmZS6JJ3ZGQkChUqhMaNGwNAqoQfQFbFyCr51HGDYa22cuXKhbCwMJX76YK7tsWftFTy6RrM+ap58+b6Hkq6YM2aNSDSvJrU1MCqqTUJPugDUqkUK1euRMmSJeHk5IRq1arh0qVLSvdlTmBr164VvZ6YmMidvkJDQ3nhgCG7E2mDNyBrL0Akq9b8/v07iGQtWg1Z/Ektd3NCj+luRORtaWmJwMBAfu2NRdMJCQnhBTvr1q1T6xhANl9s3LgxiMTOD8ak6cgX7Ozbt09t7q9evQIrzDt79ix/3Zg0HVUcUsL06dP5Oju17g361nQePHgAS0tLWFhYaJQckFFx5swZ/mx+/fq16D1j0nUOHTrEdUx1jhEEgTs6JW1hY2yazqZNm7iOqU7BTnLFjMam6SxcuBBE6juSsVZbefPm5e3TlcHQNR0AmDhxIojUK9iRb7U1cuTIZPc1Bl1nwIABIFKv9ZZ8q61Hjx6p3M8YNB35FoGG1norMDAQRDJnxIyAO3fugIhQsWJFfQ9Fr2CuX4aeRK0tbaNWrVogkiWRtm/fHkSG706kDe5RUVGwsLCAjY0N4uLiUKxYMRBRmtr76hqGoOnoXcQwb6kTfohI5N4AaDZBZovhpJnjyUGbE4YpU6aAiFCyZEm1F9AsQJx0YqVr3gkJCahYsSJsbGxw4sQJhfcTExM1muwMHjyYC9DqiM6hoaFcLEt649M1d1VgmeuVKlXS6LjOnTuDiNCgQQO1KvnYdy6pewOge+5sATl79mzR64mJiWjYsGGKQWh5qLKdNUMR8q22rly5onI/XSyKWL/s7du3K7w3Y8YMEBFmzpypHhGIK/nUab0l32oruYVzeogAaRV/5NtnpdR6Kyoqiu87f/78ZPdNTwEkMTGRt7ZMLukiKTRpvXXixAkQKbbaUoaUuLNEuLVr1+LHjx/YvXs3FixYgE2bNml8HYODg5EnTx7Y2dnx6mEGdl9Wdj+Vr7j+3//+l+xnsMQn+VZbyqBL3n369EHmzJl5IC054Sc53oC49daNGzdUfub379/h6OgIIkqxxYQuuDMeo0ePxsqVK7Fw4UL8999/+PTpk8pxpMRd3lnMkGxh3759CyJC7ty59T2UZKEtEaB///4gUnT6ymiYNWuW2s9dfeLff/8FEaFJkyYYN24cChQoAGtrawXxIjExEdWqVUPdunUV7pWsYrFgwYIAYBTijzZ4A8CKFStARBg0aBAAcGtqQxZ/UsvdnNBjuhsRebPfL4MxaTryRUfqFuwwR8ekAWJj03RYwU62bNnUar2VmJiI6tWrg0jmsi0PY9N0Fi9ezOfM6gS6WastCwsLhTmyMWk6ADB58mQQmVtvpQT5VltLly5Ndl9j0HU6deoEIvVab6nrdGEMmo6qBExV+zLnNk9PzzSt7w1B05FIJNyRLKViibdv3ypttaUMxqDpyBfsTJkyJdnPYIlPRYsWFSVrKoMx6DryheSrVq1S+XmCIPBEppRamhmLphMcHMydxVQlRusDgiDwQkBlSXuGAm1pOuvWrQMRoXfv3roeskHj5MmTPH5oyNCGtpG0SGvevHkgIowZMyY9qWgMbXCXL9ICfseNmYOrIcIQNB29ixjmLXXCT65cuZAcDF38iYuL44FudVpvybfaSs76UBe8t23bBiLtZYVGRUVx22N1Wm+xVlsp2Vmnp/jDKk407a8qX8mXkmWtvHvDf//9l+y+uuDerFkzEBEeP36s8N7y5ctBRFi2bJna5zO33koZgiCgRo0aICIMHTo02X11sSjKly8fiEipHS3Lkq9du7bo9ZQWRfKtt549e6aSDxMt1LG2TQ8RQB3xJyXu8q23knOmYtbzSVttKUN6CiBSqZT/ZpNWWaXEnVXyubq6iqx3k4IJ+ytWrEhxPClxb9OmDej/k6LYQpxtFhYWGDZsmMo2LA8fPsSsWbMwbdo09OnTB1mzZoWVlZXS+3RK3NeuXcuDA6oEuA8fPsDCwgK2trb4/PmzXngz95atW7fy11Ir/DBMmzaNi5iqsHLlShARGjVqpHIfBl1wV9Vqw8rKCoMHD1aaTKgOd2YRm5p2qrqCsYg/2kpwYKKiJu6Xpggm/jRs2FDfQ0kW7u7uIoHq/fv3sLS0VJj/LFmyBPb29vDz81M4B2srx+45TPwZPXq0TseeFmiDNwB0794dRL9tuFmwzZDFn9RyNyf0mO5GRN5MwFQGQ9d0APW1CkCc+J2ci5oxaDrywWt1Wm/Jt9pKi3uDIWg68slJKbXekm+1ldKzyRg0HXkd09CrxvWJ4cOHg0ix1ZYyGIOuExISwgt2du7cqZJLfHw8cufOrdbvylg0Hfn7dnIFd15eXiCSJTmm5EpuLJqOfOut5D6XJQ4m5zjEYCyazt27d0EkS0xjjk9JkZCQwBP3zp07pzfu2tZ12PmKFCmi8m9948YNEMkcl5PT+3TFW1eaDnP8rV+/frKc0hsNGjQAEeHkyZP6HopKaEvT6devH4gI//77b3oN3SDx5csXEBFcXFwMuiheG9rGy5cvQSTrUgEA586dUzpPMTRogzubizOne1Y0MGzYMN0OPg0wBE1H7yKGeUud8JNSFY26i+EmTZpg48aNmD9/PjZu3JhswFnbGcDyrbeSug3JQyKR8H56KTk96II3ayHi4+ODDx8+YP369ViwYAH27NmjMsM/pYmSfOut5KrZbt26BSL1qt50wV0ZgoKCYGNjAycnJ6U9x1Pizir5MmfOnKytNetFm5J7A6Ab7qzn9ty5c0WvS6VSNG7cGJaWlgrCUErcmWVt8eLF1XIoymi4d+8eiGQVmyn1s9f2oig6OpovWJUhNDQURIo2n+osipiglVwrHubOo04Wvi5FAAZtiD8A0Lp162Tv3VKpFEWKFAFRytVMQPpwZ2DVdTVq1FB4LyXu8hU7qqz4Hz16BCKZA9mvX79SHE9K3FkynJWVFf7880+8ePECP3/+xJUrV3h7gVmzZik9lvUZZ5uzs7PKRMofP37g9evXKvuwx8bG8r/93bt3le7DXPq0IXqlhndQUBBy5syp0IopOeEnJd6AbNFpbW0NKysrpXMjqVSKEiVKgChldx5AN9yvXbuGNWvW4M2bN/j16xe+fv2KQ4cOcWvTbt26pYr7w4cPQUTImjWrQVUsG4P4o42FcExMDKysrGBpaanW/cSUoUz8kQ8CfvjwAV26dEH27NlhZ2cHDw8PnDp1SnSOHz9+YMmSJWjQoAHy5csHGxsb5MiRA61bt1Z5XyOStU4MDQ3FwIEDkTt3btja2qJ06dJKK8Tt7e0V2mu6urqiRYsW/P9+fn6wt7dXGWwcNWoUf+YBiuKPqfIGwFuUMov7RYsWicQfU+JuTugx3Y20lNCjT01H3k2YJdipQtu2bUGUstODsWg68gU7yc0zwsLCuENESm2qjEXTkW+9pSxZhmH37t0g0o57g6FoOqz1lo2NjVptiDIaIiIieKX58+fPU9zfWHSd7du3g0jWBkXV/YvpB2XLlk2zhmlIms7s2bP5vVsVmPvuP//8k+yYAOPRdIDfwXVVRStRUVE84Slp63hlMBZNBwDq168PIsVOAQxM23dzc1Mr4G4suk5iYiKPQZ05c0bpPl27dgVRyu48gHFpOpGRkdxN+uXLlylySy9MmDAh2e++IUBbRStMR9akTZ6pgiXIsmeYKa3v5fHff/+B6HeRVkhICIhksWD2rDNV7qxIiyVBs3h59erVTY63OaEng28pCT+A+othZVv9+vVFfdwZdJEBzBbYnTt3VsnlyJEjIJK150qre0NqeGfOnBmZMmXC0qVLYW1tLTrG0dFRaSWoOguDbt26gYgUbgLK9pk6dWqyvHXFXRkWLFgAItXJCepwr127tuiGnRTR0dG8qt7b2zvFMemCe3BwMA8WNGzYEBMmTMCoUaPg7u6OLFmyKL2pp8Q9MTGRtxa6cOFCirwyGnr37g0iwsSJE1PcV9uLIhYAVLXoS0hIAJHMbUYe6iyKfH19QSRrq6SsIjMmJgbZ/o+9q45v8nq/J/XSUtylSKG4u2zocBmuw50NHwwG7IsPGc5wZ2yD4bDhboMCxb2FwnBaaEs1Ob8/8ruXpE3bpE0aac7n834+kLzvzT1N8uY+5z7PeTJnJhC/lWJqcNcFfcQffbgLK/f8+fPrFF0OHDhAACxQoIBeokxqcCfVwVe2bNno5OSk0+1CH+6ipUBCWfV9+vQhAI4YMSLJ+ZBJc69cuTIBdZ/3uAkV165do4ODA9OnT8+oqKgEXyMiIoK3b9+Wm8QDBgzQa25xIfqud+/ePd5zkZGRcuNHHycRU/Bu0aIFM2bMGM8dKLF7gL4QLhG6bNwPHz4s55rUeoZMnfdc4OnTp8yUKROB5LesEfMxVtW/MSCSJcX33pYCQk2IhNiSJUsa8uexWSQk/tSpU4fZsmVj1apVOXz4cH7zzTd0dXWlg4MDjx07Jq8/f/48nZ2dWb9+ffbv359jx45l586d6eHhQScnJ51VqABYtmxZFi1alKVKleLQoUPZt29fZsyYkUD8im5fX182aNBA/j8wMFBL9FOpVKxduzarVq2aYBK4Zq91Mr74Y6u84/ZaJz+LP1WqVCFpW++5PaHHdo+kdB1r0XS2bt1KIPGilcePH0t3xqRaVFmTpjN37lwC0PpuJ3ROo0aNEuVtKu66YAxNZ9iwYQQSb0dTvXp1AuCqVauSnJO1aDrk5+S0pAoO0yKES4E+bqSk9eg6ERER0qUnoRjgiy++IJC0G7kpeOuCsTQdzaIVXe66z58/p6OjIx0dHfVyRbUmTSepopVly5YRAL/44osk50Nal6YjXKdLlCihM2FHtC3U10nEmnQdUSjQrFmzeM+9ePGCzs7OdHBw4NOnT5Mcy9o0nYEDBxIAhw4dmqzrTQGRmNe8eXOStqvpaBZpJZUEnRbQrFkzAp9dPW0pvtdE3CItkrL13+3bt22au1ijX7p0iST5/v17AqCbmxujo6Ntirc9oSeNH0kJP2TSC4ZXr15x4sSJ9PPzY3BwMIODg3ny5ElZyezj4xPvx8MUGcBBQUF0dHSkk5NTgueIaip9FonG5h0ZGSkDCQAcM2YMnzx5wnfv3nHt2rX09PSkQqGIZz2qT2AgLCyzZs2qUzgTVVMODg56CTOmeM/jQqVSsVChQlo327jQh/tvv/1GACxTpozOwGD16tUEdFdR6IKpuAcHB/Prr7/WEosUCgX79++vc+GuD/fp06cTAFu1aqUXt7SCN2/e0NXVlQqFgo8ePUryfGMHRfoKP66urgYyU0Pcx3T1YRYtMypWrGiUyhZjBIQp7bcuoFQq5W+ErsrV5s2bEwBnzZql13ipwV1T+F26dKle89KF0NBQWbUbt3L0/fv3slL33r17eo2XFHdh+5+QqC7eB30D+wEDBhBIXv/sR48eyU2buP3at2zZIhfMxvi8G8pbfN82bNgQ79yUCj+a882ZMyejo6O1nhO/J3GrhJMaK7Xe865duxIAFy1apNf5cSE2QCpXrpys600BIf4IMc6WAkJN2Huta0OIPyK5THMT8KefftI6VySealZ2hoSExLt3keq4JVeuXCxWrFi858T4ffr00UpQvXXrFh0dHVm8eHGt80X7vcaNG3PUqFH09vamo6OjdApYtGgRXVxcEqyODAsL0+q1LiDa+p4+fdomeZOfrfArVaokHwsODtaKm2yJuz2hx3aPpHQda9F09ClaGTt2LAHdyd6m5m1KTSc4OFiu6e/evRvv+aRiIVNz1wVjaTqiaMXd3V1n0cqVK1cIqB3z9NmYsiZN5+DBgwQSLlpJq1CpVDKO/uuvv/S6xpp0ncTuYzdu3CCABF2v4sKaNB3yc9GKrkQa4eDTrl07vcayJk1Hcz5xi1ZUKhVLlSpFIPE2kpqwJk0nOjpaFkmcOHFC67nbt28TSLhoUResSdd5/fo1XVxcqFAo4nVLEC2OW7durddY1qbp+Pv7E1A7PCXWVSE18eDBA6mxqVQqm9V07EVa2pg0aRKBz8llthTfa+L/Y31ZpEV+bosr9pBskXtAQIDcN9BsXVi8eHEZN9kSb3tCTxo/khJ+yKQXDAkhJiZG9sPWtfGsCynNABY3qSlTpsR77s6dOwYtEo3NOzw8XH6xddmLLlq0iAD41VdfGfR6pPrHvHz58gTATZs2xXve0MSP1HjPDx06RABM6vOXFCIjI5k9e3YC8W0ENf8uCdmDxoUpuAcEBLB06dL08fHhgQMH+OHDB7548YLLly+nh4cHc+TIkWQbNF0wNFErrWD27NkEoJW9nhiMHRQl15pZX2g6jcVNYhCfQV2VobqQGgGhMcUfUZXauHFjrcc1F2+vX7/WayxTc3/16hVLlixJwDg9i4cOHUoAHDhwoNbjYgHYsGFDvcdKivu3335LABw9erTO5ytVqkQg4YrCuNi1axcBcMiQIXrPURNNmzYlAP78889aj9eoUYNA0m0ZBIzNW1QT63PoK05pQqVSyQDkzz//lI8HBQXRwcGBTk5OSVamC6T2ey5aXc6cOVOv8+Pi06dPcj2Y0AZRauPJkycE1BUe79+/t6mAUBNiMysh58O0hpUrVxIAa9SoQfKzAOLt7a1z4y1//vzMkiWLXmOL713cNZyIVz58+BDvGlGxrbnBo1QqOWfOHPr4+NDDw4OVKlWSIk5AQAA9PT05bdo0kurqX29vbzo4OLBYsWLctWuX5Fi9enWt1xItDbt06WKTvEmyYcOGBMBffvlF6/WE/f2ECRNsivv/t7V5SAvQIexH6uo61qTpCO2iZcuW8Z7Tx9lCE9ak6ZBk3759CYDDhw+P91xSbqVxYU2aDkk2aNAgwdfs168fAXV7N31gTZqOZqLW7t27Db7eVnH06FECYO7cufVyIyWtS9fRdBqLGx8MHjyYwOfWn0nB2jQdMd9cuXJpFa1ER0czV65cBKC1ga7PWNai6SRUtHLq1CkCYI4cOfRyTyGtT9OZOHEigfhdFYSjREIub7pgbbpOt27dCGh3VYiNjZXOGYcOHdJrHGvTdMikuyqkNlQqldxDOnv2rM1qOqK1mCHfK1uGn58fATBjxowMDw+3qfheaBuXL1/W4igQt6WhLXLX1K00obmHZEu8janpmF3EsB/GF37I5AfDJLlq1SoCn3v36YOUZAALi/Q8efLEC/r0sfHVhCl4u7i4EAA3b94c75qgoCB5400OxGvGFeM1F4n6tmZKjfdc9EU2xqJu/PjxOm/cIiM5S5YsOp2LdMEU3EXwq6sn+4IFCwgkbsOcGEQrtQkTJiTreluDUqlkwYIFCYD79u3T6xpTBEV58uQhAJ3VeOfOnSOQcPukpBATE8PcuXMTAI8cOSIfF5WLcRdviSE1AkJjij9v376lm5sbAfDhw4fycSEOdOvWTe+xTMn9v//+Y/HixalQKFJcxSVw69YtAmorf83qMpG0uGPHDr3HSoq7EGviJk6R6iRK0cZQ32QS4fihrwgfF/v27SOgXV3y4sULuVjWt9rH2Lx///139unTR+ch5ib+r8tWWx+I34iOHTvKx0QFWYsWLfQeJ7Xfc9EW4Y8//tB7jnEhxGxNu1hzQ4jCv/zyi00FhCIQ1qyQDAkJ0fvvYssICwujl5cXAfDq1avyfU8oSb5mzZp0cHDQeuzMmTNs37498+bNK2MBzePcuXNa5wPqKj5dEHGSPrbspHqDtHz58oyJieHOnTsJgIMGDeKRI0fYrl07Ojo6yqrjuPFJYGCgbEcl2gTYEu/du3cTUDtCvH//Xut6zY2Ve/fu2Qx3UQkKoAwtQIuwH6mn61iTpqNZtBIYGKj13KZNmwiA5cuXN4o7Y2Iwh6YjNhx0OdG0bNmSgP6tmaxN0xGOaXGLVoKDg6WLnC7nIl2wNk3HkFZqaQVt27YlAP7vf//T+xpr03WEC6Rm0UpoaCg9PT0JgDdu3NBrHGvTdDSLVjTdXkQ8WqxYMb3u76T1aTqaRSuaSUQimdMQXdfaNB3NoiTN+DVv3rwEDCvisTZd5/Tp0wTU7m8CN2/eJKDev0rIZcXUvJOCMTSdNWvWGLyGNDXE5n/Xrl1tUtP59OkTM2fOTAC8ePGi3n8XW4dmAbQtajrCQXLEiBFa10ZHR8s9pKNHj9okd/G7GrclpuYe0okTJ2yGtzE1HbOLGPbD+MIPmbJgWCwmDAlMU5IBrGnLqrm5GRYWJhcufn5+eo1lCt6lS5cmoDvRQFR/JLcNjyZHkbVLknv37pULR2MtEhODPu/5q1ev6OzsrLeFbFIQ9oPOzs5a7hwiKPr+++/1HsvY3D9+/EgAzJw5s85rhAVlqVKlDH498nNgkCNHDr2DXlvG1atXCagtdfW1rDZFUNS9e3cC0NkPVySfTJo0SU9W8SHG0KyO+fnnnwmA/fv313uc1AgIjSn+kJ8tmleuXCkfEz23DalqNBX3oKAgFilShAqFQm/nGH0hqsMuXLhAUrsvsr5JXGTS3KOiolioUCEqFIp41UITJkwgoO4BrYkTJ07o/I15+PChDB7ijqWPDT2prsZ2cnKiQqGQvxkiyUffHvOkaXgnBCHO6IK+vMnP9zRN8UdXX+SkYArup06dijeOSqXijBkzCKjbgMYVLQzhLhKXLEn8EfeFIkWK8NGjRzYTEIpAWCQJG/I7khYgvnP9+/eXAkhCm3biN09gx44ddHBwYLp06diqVSuOHDmSEydO5OTJk+W5x48f1xojsXtNjx49CIABAQFJznvlypV0cnLi1atXSapdzXx8fOR6MSwsjB4eHvL7qmlPLNCiRQsC6rYytsTby8tLbib17t073hiarQ+E44YtcC9btiwBKAFspAVoEfYj9XQda9J0yM9FK+PHj9d6XGwurVq1Sq9xrE3TIclq1arF4/j06VOpd7x69UqvcaxN04mJiZHJE5oty3799VcCYP369fUey9o0Hc0NB7vzsnrz6f+rj/n8+XO9r7M2XUckFlerVk0+JopUK1asqPc41qjpzJo1iwA4YMAA+ZhYa06cOFHvcaxR0/nmm28IaLfvKlOmDIH4m5GJwdo0HZIsV64cAUgd4eXLlwTULZn03a8grU/X0byniaKZ5Ggd1qjpiMJEb2/vJM9NLYiiFRcXF5ssWpk6dar8HbHvE32G+M5VqFCBjx8/tpn4PiwsjOnTp5ftgO/duxdvDNHOsm3btjanZ4l2xWXLltX5ee/ZsycBSLdPW+BtTE3HCXbYEQcXLlwAABQqVEjvay5evGjwNQIKhQIDBw7EiBEjsGXLFnz99dcAgFOnTuHDhw+oWLEiKlSoYPC4hiIh3vXr18eNGzdw8+ZNNGvWTOu5mzdvAgAKFCiQrNf08PBA165dsWzZMuzZswfly5cHABw9ehQA0K1bNzg4OCRrbEOgz3u+bt06xMTEoGfPnkifPn2KX9Pb2xt16tTBsWPHcObMGfm+nzt3DgDQtm3bFL+GPtDFPTo6GgDw8eNHREdHw8XFReuaN2/eAEC8x/VFzZo1kSNHDrx69QoBAQHJ+t7YEvz8/ACo/y6Ojo5GGbNJkyYoVKgQDh48iMOHD6Nhw4byualTp+LDhw/48ssvkTNnTvn4wIEDsWnTJkyfPh2tW7dGpkyZAACBgYFYunQpXF1d0atXL63X+fDhA168eIEMGTIgV65cic6pdu3aWnw1/121atWUEdZAcrgnB4Zwr1atGrZt2wY/Pz/069cPJCX3SpUqpWgemkgO96dPn6Ju3boIDAzEmjVr4r3HumAI90qVKuHWrVu4fPkyqlatiuvXr0OpVKJkyZJIly5dotfu2rULu3btAgC8fPkSAHD+/Hn07NkTAJA1a1bMnTsXgPp+tGHDBnz11Vdo0qQJvv76a3h7e+PSpUs4deoUsmXLhpUrV2qN36pVK2TMmBFVq1ZFvnz5EBsbi0ePHuGff/5BbGwsvv32W62/IQDs3LkTvXr1Qo8ePbB+/foE5+7m5oZSpUrh2rVruHbtGmrXri3f84oVK5qVd3KgL28AKFmyJFxdXfHw4UN8+PABGTJk0PvzbmruX3zxBYoWLYrKlSsjT548+PDhA86ePYubN28iXbp02LJlC7y8vJLNXby3mvc5c6NZs2bIly8fHjx4gLNnzwIAMmbMqPNcJycnqFQq+f+dO3eiXbt2cHNzQ8OGDVG4cGF4eHjAwcEBJ06cwMmTJxEVFRVvnMTGBwClUpnkvFetWoUTJ07g0qVLcHJywpw5c+Dj44OlS5dCoVCgWrVqOHToELZv3w4AGDx4cJJjpiUMGjQIixYtwubNmzFkyBCDrp04cSJcXFxw+fJlFC9eXOu5AQMG4OTJk8acqsTz588xZswYjBs3DuXKlQMA3LlzBw0aNIBCoQCgjh3c3NwQHh6Ovn37wtXVNd44gwcPxt69e7FlyxaDXt/SeRcpUgTXrl0DoPvzrlAoMHjwYAwePBibN282aA6WzP3/18aRAEqaZBJ22CRSW9MB1PfdrVu3YsuWLZg+fToAddx8/vx5pEuXDp07d07WuIbAHJoOAPTr1w8XLlzAnj170LdvXwDAyZMnoVKp0KxZM2TPnj3ZY+sLc2g6Tk5O6Nq1K2bPno1jx46hXr16ANKGppMlSxbUq1cPBw4cwIULF5A/f/5kjWMruHXrFqKiouDj44PcuXMbbVxL03Vq1aoFAPD390dsbCycnJzSlKYD6Naz0oKms3HjRly+fBkAEBERgVu3bsHBwUGu3xKCNWs6gDq+v3btGvz8/LQ0nfLlyye5X2HNuo6zszPKlCmDS5cu4cqVK6hbt67F6Fmm1nR8fX3h4eGBJ0+e4O3bt8iaNWui56cGvL290bx5c+zduxfbtm0DYFuazoIFCwAAQ4YMkTGgHUCHDh0wYsQIXLlyBf7+/gZda8nxvYeHBzJlyoTQ0FA0bNgQRYsWjTdOv379MHXqVOzatQujR482aA6Wzl3s/Q0ePFjn533w4MFYv349/vzzT4Ne35J5G1XTSWlGkP2wvEouMukM4AsXLujs8Xr06FGZgRw3y9yUGcDCtlAz+1dkpxpiDWkK3nfu3KGTkxNz5MjBoKAg+XhERATr169PAJw8ebLWNYZkPv/2228EtNtw1K5dmwD4999/J3m9gCm4C6hUKvr4+BAAL1++nOg8DOE+btw4Ap8tSkNDQ6lQKOjk5KR3uy3SNNxFBfCPP/6o9XhERATr1KkjK581YQj3pk2bEkiZDaatYNCgQQTA2bNnJ3rezp072aNHD/bo0YONGjUiABYqVEg+NmrUKK3zT58+TXd3dzo6OrJdu3YcNWqUtMbMli2bzgzokSNHElC7BQ0fPpyDBw9mlixZCICLFy+Od77op62PVfe7d+8IqNtEiPaCov+3Lhvw1OYuxurRowdz5MghK0/EY6dPn042d2GTWKlSJZLkgwcPCIA5c+ZM8lpTcy9QoICshJg8ebLOI242tiHchUtAr169SH62Pf7mm2+SvHby5MnxKkc0D10VM7du3WKHDh2YLVs2Ojs7M2/evOzfv7/W75fAggUL2LRpU+bPn5/u7u50cXFhvnz52K5dO2kPGxeGcBd2x/Pnzyf5ue3Ali1bzMo7ISCRSi5DeJNklSpVCIDHjh1jbGysbDvw9u3bRK8zNffRo0fziy++YK5cuejq6kp3d3f6+vpyyJAhfPToUYq5a3LV1afcXJg2bRoBsGHDhgZVeJQsWZJubm68fft2vHP79+9vsgqPZ8+eMUOGDFprkEyZMrF9+/Za53l7exMAa9asmeh4aRXCCe7HH3806H13dXWlrlhLqVSyRIkSJnvfmzVrxpIlS2qtWTNlysSWLVvK///3339UKBSJjqdUKlmoUCF537AF3iRllXGVKlUSHOvjx49Mnz69TXGvUKECAXwC4EcL0CLsR+rpOtam6ehaA/z9998EDGtvY42ajmjzlzt3bvmYcDyaOnVqktcLWKOms337dgLabhpCS/n333+TvF7AGjUd4fZiiLu0rWL16tUEtFsOJwRr13VEu/jr16+TJDt06EBAtyNQavM2pabz4cMHAqCLiwujoqKoUqmkW86zZ8/Myt3Ums7Zs2cJgGXKlCGpvh8B2u3FE4K1azrLli0jAHbr1o0kOWXKFALgyJEjzc49IRhL1xFa9Zw5c0iqnV8AJPh3FbB2TccQrqkJsaYUzoC2oumIWDNTpkwGubinFQgnuFatWtlMfB8TEyOdonbu3JngWKJNrqFONZbMXbQ+dXBwYGhoaIJjifaatsLbmJqO2UUM+2E84ceQBfKXX37JrFmzsl27dhw+fDiHDx8uRe+ERAdA3Ru7a9eu/P777zlgwABpa54uXToePHgw3jX6Lhh0bXa1bt2aALhp06ZErzU1b5KcN28eAbVdb+/evfntt9+yaNGiBMCqVavG68dqyELp/v37WuJPbGys7L+s2YrKXNzJzxaySSWSGcp927ZtBD5bI4tWVOXKlUvyWlNzP3z4sPxxrVq1KkeMGMGBAwfKzTMfH594G7OGcLeLP5+hufGdGFIrGFy/fj0rVarEdOnS0dPTk1988QX37t2r81xDgyJN8ef9+/cEQDc3N5ngY07uiY0PgOvWrUs297jiz++//04AbNasWZLXmpp7Urx1LfhSIv707t2bALhw4cIkr7V2CLt9If6IwPvu3btmnpnpoZmoqCtp2ZZRo0YNixN/Xrx4QWdnZ5kIYQsBYVhYGJ2dnQkknSSXViHaIoh1tb7vu6+vL9OnT6/VMkKlUnHSpEkJ/i6k9H3fuHEjHR0defHiRa3Ha9asyYwZMzIkJIQqlYpfffUVATBfvnyJcl++fLmca0Kba9bCmyRPnjwp57B9+/ZEmH8uCgHALl266DzHmriLDTnYW27Z3KFL17FmTYeMvwYQCbXDhw9P9Dpr13SUSiW9vLwIQCaCiCKtAwcOmJ07aTpNR7QByJo1K1UqlUFFWtau6YjWQIa0FrNVxN34TgzWruuIDTahj4gk6qSKtKxd0yEp75l+fn6ySCtHjhxJtoixdk0nPDycDg4OdHR05KdPnwwq0rJ2/PvvvwTA4sWLk6TcVE8L8admoqKlFi6ZCslpGW9q2GLRikqlksUo+iTJpUU8evRI6l62oOmQn5OOPT09E90PunDhAhUKBR0cHGyCe0REhPwOJ9Xy9sCBA3KurVu3tmre5OfEY2NoOmYXMeyHcYQf0rAF8urVq9msWTN6e3vTw8NDZnB36NBBZ9UWafoMYJH9K0SkfPnyEYDODNrU5C2wb98+1q1bl15eXnR1dWXx4sU5ZcqUeMKPobzjij+3b98mkLRQn5rcRcXJ8uXLk5yTIdxF/0sh/ixYsIAA2KdPnySvTQ3u/v7+7NatG/Ply0dnZ2e6ubmxRIkS/OGHHxgcHJwi7nbxRw1dfYltGUL8Wbt2rRRVq1atau5ppQo0xR+RYZ/c3vXWhLjiz//3TTWo17q1QlP8efHiBQHDe61bKzTFn40bNxIwrNe6NePbb78lAM6YMcPcU9HCqFGj5BpBJJnFhTUFhN988w0BdSWXrop1O9TvlRCdDRFARDJM9uzZOWjQIH733XesWLEi3d3d2aJFC6O/7y9fvmTmzJk5evToeM+JpKSSJUtKd0fNeCkhKJVKVq1alQBYoEABq+Y9fPhwurm5EQAbNGiQ5KZRdHQ0S5YsSQD09fW1au5inP8/StMCtAj7YVpdx9o1nbgbQF9//TWBpIu0rF3TISkdX/bu3cvY2Fh6eHgQAF+9emUR3E2l6ahUKmbOnJkA+OTJE4OKtKxd0wkKCpJrsaR+m2wdlStXJpB0kZYtYObMmQTAIUOGGFSkZQvo3LkzAXDlypWySKtp06bmnlaqQCS/XrhwQRZpLVq0yNzTMjkiIiLo5OREhULB0NDQNFWkdfXqVQLq5M9bt24RAPPnz2/uaaUKNmzYQABs27atuaeiBdHlAgDbtWun8xxr0nRmz55NAHR2dtaanx3aEM5ggP4FO5Ya33fv3l1yWblyZZLcR4wYYbCOaancNV13Ll26lCT3tm3bElA788XGxlot7yFDhhhV0zG7iGE/jCP82AKE+DNjxgy+evWKAOjh4aHzC2tr0BR/Nm3aRCDh7ENbgkqlYqZMmaT4I37Uli1bZu6pmRzPnj2ziz/UDpDSAjTFH7FwHzx4sLmnlSoQ4s+qVatkBWZi1pK2BFH1cfnyZZnA9vHjR3NPy+SIiIggoLbSPH/+PAH9qoJtAWfOnCEAVqtWjXPnziUAjhgxwtzTShUIvklV46c2Pn36JF3SEqoGsZaAsH379jIg/PPPP/Xin1bx4sUL2Q6gRo0aOs+J+76T6g29smXLMl26dMySJQtbt27N69evy81HY77vbdu2ZZEiRXRuKJPkihUrpJuAIeuGpFxtrIF3oUKF6OjoSECdEJrUxriAsGQHwKNHj8Z73lq4C1cxAA9pATqE/bDrOklBbACJJGZ9i7RsASJx+KeffpJFWnnz5jX3tFIFoqXpjh07DCrSsnaoVCrpopZQQlxaQFor0jp06JCM844ePUog7RRpiThv4MCBHD9+PIH4Le1sFaKYYsWKFdKNLu7a0FYhEuVFwZZCoUgTRVpCz3J2dpZtIWvXrm3uaaUKTpw4YZF8VSqVXHPkypVL536KtWg6/fr1k7HetGnT9P4bpEUkp2CHtOz4XnQrSQrh4eHS3aV06dI6z7EG7iIZFFA72esDf39/eY0uB0hr4F2oUCHpsGQsTcfsIob9sAs/Aprij7DVMqTXujVDU/wRtmuG9Fq3ZjRo0EBu7JcrV44AeP78eXNPy+RQqVTMli0bAfDp06fmno7ZsGfPHgJpp6rnr7/+IgC2bNmS33//PQFw1qxZ5p5WqmDs2LEEwJkzZ7J69eoEwDNnzph7WqkC0e9duDIpFIo0k8gnbO6F8GlpgoCpcOXKFQLq6mTRbmL8+PHmnlaqQFiQDxw40NxTiYft27fLgPDff/+N97w1BIQiKQkAO3XqlCRnO8gtW7YQAL28vKxyzaVSqaTLRcOGDQ36/Vi8eLEUMK3RHj4wMFC2TPv9998Nula03ipQoIBVJtFqVmzCCL3W7YflHbao64g2o/nz5+fr168JpJ0iLVE13qJFC/m706pVK3NPK1Uwbtw4ubHfp08fAuCSJUvMPa1UQePGjaWelVbx/PlzAurWS2kBgYGBBMA8efLwjz/+IAC2b9/e3NNKFfz5558E1M4YQ4cOJZA2WomTn1ukzJ07V2rXV65cMfe0UgVCvxOaTrp06cw9pVSBSqWSm+/79u0jAH711Vfmnlaq4OLFiwTAypUrm3sq8SASywB1wWhcWIOmo5nYUalSpTSjD6cE/v7+svWWroIda4DQhvPnz2+QPnHmzBkqFAo6Ojrq5WxjaYiIiGCxYsUIgGPGjDHo2v379xMAXV1deefOHRPN0HQQ+0D/fxhF03GAHXZYCEqVKgUAePDgAZ4/fw4AKFKkiDmnlGoQPJ8/f453794BAPLmzWvOKaUaBM/379/j48ePAICsWbOac0qpAoVCgSxZsgAAQkNDzTwb8yEyMhIAkC5dOjPPJHUgeEZGRiIiIgIA4ObmZs4ppRoEz4iICPm+pzXu4rvu5uYGhUJhzimlGgR3cX93d3c353RSDYJ3ZGSk/Ly7urqac0qpBvEei3ucJaFt27YYOXIkAKBnz57yvRE4ceKE2GSV6NmzJ65du4bw8HC8ffsWO3fuROnSpfHTTz+BJOrUqaN1PkmcOHFC5+uvX78eJFGgQAGdz2/fvh33799P8HvSv39/NG/eHABQtmxZbNiwIQnGdgBA586d0apVK3z8+BHffPMNoqKizD0lg7BmzRrs3LkT6dOnx+rVqw36/Rg8eDDq1KmD169fo2vXroiOjjbhTI2LsLAwdOzYEWFhYWjbti06dOhg0PVjx45FhQoVEBgYiA4dOlgV93379mH8+PEAAG9vbzPPxg479EexYsXg6OiIp0+fIiAgAABQuHBhODo6mnlmpofQdJ49e5amNR0R76QFTQeAXdOBXdMB0p6ukZY1Hc34Pq1wF7Gppp6VFqBQKHRqeWkBmt91S0PlypWxZcsWAMDIkSPx9OlTreetQdOZNGkSSCJjxozYvXt3mtGHU4IyZcpg4sSJAIBevXrh5cuXZp6RYbhw4QL+97//AVDrO+nTp9f72po1a2L48OFQKpXo1KkTXr16ZappGh0qlQqDBg3C3bt3UaxYMUyZMsWg65s2bYqePXsiKioKrVq1sirud+7cQadOnQAAuXPnNtq49oQeOywGnp6eANSLBbFgSCsBoebmV1oLCNMyd0teIKcW0tp7rvl5T2ub/Jqfd7GZmta4h4eHAwCcnJzMOZ1UhbOzMwDIjdS0Eqg6OKiX2EqlUnKOKyrYKlQqFYDPfwNLw7Rp01C0aFHcvn0bXbt2RWxsrLmnpDdWrFiBxYsXw8nJCevXr4eLi4u5p2QVUCgUWL58ObJnz44TJ06gW7duUCqV5p6WXtixYwcGDBgAAFi4cCHy589v0PUODg5Yu3YtsmXLhkOHDlkN96ioKHz99de4ePEivL29sWzZMoN/P5ydnbF161ZkzZoV//zzj9VwP3nyJNq3b4/Y2FiMGzcOXl5e5p6SHXboDUdHR6nhfPjwAUDaSeYWPDU3+dMKd804Ly3H92kVafk9t2s6aYe74BkZGYmYmBgAaUfXEZqOeM/TiqYDfNY0hJZj13QsA507d0br1q0RGhqK5s2b4/379+aekt44deoUBg4cCEAd3xtzo9/WMW7cOFSpUgVPnz5Fo0aNEBwcbO4p6YUbN26gSZMmiImJwZAhQ9CgQQODx5g2bRrKlSuHR48eoVGjRggJCTH+RI0Mkhg1ahTWr1+PdOnSYdOmTclaKy5cuBDlypXD/fv3rYZ7YGAgGjZsiLdv36JJkybIkSOH0ca2zLuyHWkSuoKitBYQpsVMf80qh7QaEFpbpbgxIYKhtBIQimBIpVLFCwxtHSIgdHR0lIKAEEJsHSKZxcPDQ+v/aQHi/iaqD+I6otgqBE93d3et3/i0AEvfxHJ3d8e2bduQMWNG7NixA/369ZP3J0vG1q1bMWjQIADAkiVLUK5cOfNOyMqQM2dO/PPPP8iQIQO2b9+Ovn37Wnxyx99//43OnTtDpVJh8uTJ6NWrV7LGKViwIA4ePAgvLy9s27YNvXr1suhEtsjISLRv3x5HjhxBjhw5cPjwYWTPnj1ZYxUtWlSLe7du3Sx67XHs2DE0b94ckZGRGDBgAGbMmGHuKdlhh8FIq+6MaVnPsms6dk0HsGs6aQFpWdMRPF1cXOT3Pq3oOuI3TWg6ael+J7hnyJABQNpJ3tTUsywRCoUCq1atQrFixXDjxg00a9YMYWFh5p5Wkrhy5QpatGiByMhI9OvXD927dzf3lKwKzs7O2Lt3L3x9fXH9+nU0bdpUFhBYKu7du4evvvoKISEhaN26NRYsWJCscdKlS4eDBw+iaNGi8Pf3R+PGjS06oYkkxo8fjwULFsDZ2Rk7d+5EpUqVkjWWl5eXFvcGDRrg7du3Rp6x8fDw4UPUrVsXz58/R+3atbF9+3ajrpHtCT12WAxEZntMTEyaCwgFT5VKJe2orWFzyRgQmymOjo6y0jytBEWaAWFahab4lxagudGd1qr5NLmntfddlwCSVu7x4n1PawKIZqWq+Lx/+vTJnFNKNQielryJVaZMGezfvx/p0qXD+vXr0bdvX4tOcNi8eTO6d+8Okpg5c6Z0bLHDMJQvXx779++Hu7s71q9fjy5duljsmnPbtm1o1aoVoqOj8d1332Hy5MkpGk9w9/DwwKZNm9C+fXuL/A0ODQ1F06ZNsXfvXmTOnBmHDh1KcQvmChUqYP/+/fD09MTvv/+O1q1bW+T9ePfu3WjatCnCwsLQrVs3LF26NM3EwnbYFtLaJq+ApiOj0HQsPXHUWNDc5E9rmo7gadd00k5sb9d00qamoyu+Tyvve1pNaomJiYFSqYSjo6PsKmGJMYQpYA2aTtasWXH48GF4e3vjwoULaNy4sUU7d1y8eBENGjTAx48f0aFDB/z666/2WC8ZyJ49Ow4fPoz8+fPjwoULqFu3Lt68eWPuaenE1atXUbt2bbx8+RL16tXD1q1bU+Tslj17dhw5cgTe3t64ePEi6tSpY5Gtx1QqFYYMGYJZs2bB0dERW7duxVdffZWiMcX7XqhQIfj5+eGLL77A8+fPjTRj4+HGjRuoXbs2AgMDUaVKFezdu9foHYjsCT12WAx0VbOnlUWiPSC0uxikVaTlz3ta3uQXTjWWnklvLAieHh4esnWGJWeTq1QqLFiwAL6+vkifPj2qVq2KI0eO6Dz31q1bcHV1xdKlS+M9FxwcDKVSCTc3N+TMmRMA4vW3tjQYi7vgmS1bNtki5969e6abuBFgLO6Cp6GtgVIbNWrUwO7du+Hu7o5169ahY8eOFlltuHTpUnTv3h1KpRI//vgjxo0bZ+4pWTVq1qwpHVv+/PNPNG/e3KL6cKtUKsyfPx+dOnVCTEwMRo0ahQULFhhF7KtVqxYOHz6MjBkzYteuXahfvz4ePnxohFkbB9evX0ft2rVx/Phx5MqVCydPnkSZMmV0nhsREYG3b98iKCgIDx8+xNOnT/HmzRvZ2jIuatWqhePHjyNLliw4cOAAqlatisuXL5uSjt6IiIjAmDFj0KZNG0RFRWHIkCHYsGGDTAiwww5rg4jlxZo3Lcb2aTnGtWs6aQ9p+fNu13TSjqYjXOfSpUsnE1ssdRNZwFjx/evXrwEAmTNnRoYMGaBUKvHff/+ZdO4pgak1HUt25Eprmk7evHlx5MgR5MuXD2fPnkXdunUtKrYXOHr0KOrXr4/g4GC0bNkSmzZtssd6KUC+fPlw8uRJ+Pj4yKSZmzdvmntaWti/fz/q1KmDN2/eoHHjxti7d69REuTy5cuH06dPS5ei6tWr49SpU0aYsXHw8uVLtG7dGr/++itcXV2xc+dOtG3bVue50dHRePfuHZ4/f45Hjx7hyZMnePXqFT5+/KjzPps/f36cOXMGpUqVwp07d1ChQgXs3LnT1JT0gkqlwq+//orq1avLBK4jR47I9YIxYU/oscNioGlLnNay3XUFhAkJ0rYGwVMzILTkjGpjQnOTP61CtFB48uSJmWeSOIwVFAUGBgJQ8y5YsCAA4O7duyabtzFgLO6CZ4ECBVCsWDEA6s07S4YxuMfExOD27dsAAF9fX7k5eeXKFdNOPgVYsmQJRowYAW9vb/Tv3x8vXrxAkyZN4O/vr3WeUqlE7969Ua1aNQwePDjeOIJj2bJlUbhwYXh5eeHly5cWLf4Yi7ufnx8AtTOEsBX18/OzaPHH2NwrVqyYKvMWIIm3b98iMDAQd+/exfXr13H37l08efIkwZ7qDRo0wOHDh5EhQwbs2LEDVatWxbVr11J13gnh3bt36Nq1K4YOHQoAmD17NqZOnRrvvKioKPj5+eHPP//Ehg0bsGLFCixduhRr1qzBli1b8Pfff1tk1U5K8ebNG/zzzz+YNm0aBg8ejN69e6NLly7o3LkzevfujcGDB2PatGn4+++/pQgtIJJGRFVfyZIl8fvvv5v9+/no0SPUrVsXI0eOhEqlwrRp0zBnzhyZzKNUKnHr1i1s3LgRw4YNwxdffIGSJUuiUKFCyJ07N/Lly4eiRYuibNmyaNOmDaZPn45//vlHa7OhevXqOHnyJHLlyoVz586hTJkyWLhwoVld42JiYjB16lRUqlQJ/v7+KFy4ME6fPo1SpUoBUK+Xjx8/jrlz56JTp04oUqQI0qVLJ8X1IkWKwNvbG9mzZ4enpycKFCiAtm3bYsaMGTh48KBMoK1UqRJOnTqFIkWK4ObNm6hWrRomTJhg1kS+CxcuoHz58pg7dy4A4H//+x8WL14sW3jYYYc1QmgbGTNm1Pq/rcOu6ag1HVGFatd00g4yZ84MBwcHvH792qK/73ZNx67ppIS74Fm8eHGr0HQA48T3wcHBCAgIgKurK4oWLYoKFSoA+BzzWyJMoel4e3sjS5YsePfunUUXqVm7pgOof1efPn2Ke/fu4fr167h9+zYCAgLw6tUrnfG6j48Pzpw5gyJFiuDatWsoV64c9u7dm+rz1oWoqChMnDgRjRo1Qnh4OLp164bt27fHc/VTKpW4c+cO/vrrL2zatAkrV67EkiVLsGrVKmzevBm7d+/G48ePza5XGBuhoaE4deoU5s+fj6FDh6Jv377o2rUrOnXqhJ49e2LQoEGYMGECtm/fjoCAAC3+BQoUwOnTp1GmTBncu3cPFStWxIwZM8zuvB0cHIyePXuiefPm+PjxI9q3b4/du3fL9TFJBAQEYPv27fjhhx/w1VdfoXTp0vDx8UGePHmQN29e+Pj4oHTp0mjcuDEmTJiAHTt24MmTJ5K/SOqpVKkSAgMDUadOHQwbNsyscQdJbNmyBSVKlMDevXvh5eWFv//+Gy1atACgjpMuXryIZcuWoU+fPihbtizSpUuHrFmzSs4FChRAzpw5kSFDBmTPnh1NmjTBjz/+iJ07d+Lp06cgKQu/6tati9evX6NNmzbo3LmzWYumAwMD0bBhQwwePBjh4eHo3Lkz9u/fL7s0GB0k7YeVHQD8KlSoQEuBUqnk/PnzWbRoUXp6erJKlSo8fPiwznNv3rxJFxcXLlmyJN5zx44dIwBWq1aNe/bsIQDWrVvX1NNPEYzFfdy4cQTACRMmcNq0aQTA4cOHm3r6KYKxuJcvX54AeOrUKXbo0IEAuGbNGlNPP0UwBvfXr18TAD08PBgbG5sa07ZIhIeH08HBgY6Ojvz06ZO5p5MgFi5cSABs2LAhR44cyXz58tHJyYnXrl3TOi82NpZVqlThF198QZVKFW+c7t27EwCXLl3Ky5cvEwCLFSuWWjSSBWNwV6lUzJEjBwHw0aNHXLNmDQGwQ4cOqUnFYBiD+7Vr1wiAhQsXJkkOGzaMADht2rRU42EoihUrpvX7+/jxYzo4OHDQoEFa582ePZvu7u68f/++znF+/vlnAuDgwYNJknXr1iUA7tmzx3STTyGMxb1+/foEwF27dlGlUjFLliwEwMDAQJPOPyUwBveIiAg6OTnRwcGBoaGhJpurSqXi06dPuXPnTv74449s0qQJs2fPTgAJHrly5WLz5s35008/ce/evfzvv//keFevXmWhQoUIgE5OTpw0aRKjoqJMNv+ksHPnTnnPdHd359q1a0mq1x9+fn5csWIF+/fvzwoVKtDZ2TlR3uLInTs3W7RowZ9++on79u3ju3fvzMYvObh27RqnTp3K1q1bM1++fHpx1jzy5s3LVq1accqUKbxy5QpJ8smTJ2zYsKE8p02bNnz58mWqc1MqlVy0aBHTpUtHAMyRIwd37twp5/jjjz+yZs2a8vnkHPnz52ebNm34xx9/MCoqim/fvmWXLl3k87Vr1+aDBw9Snfv169dZoUIFOY+BAwfy48ePfP/+PX/55ReWLFlSJx8nJydmzpyZefLkYaFChZg3b15myZKFLi4uOs8vXLgwp06dyhcvXjA8PJwjRoygQqEgAJYqVYqXLl1KVd6fPn3i6NGj6eDgQAAsXrw4L1y4oPPc///7+NECdAj7Ybu6jrFi+5CQEAKgi4sLg4KCCIAZMmTQGRdZCozFfdu2bQTAxo0b8++//yYA1qpVy9TTTxGMxb1fv34EwPnz58db/1sqjMU9f/78BMDbt2+besoWjVKlShEAz58/b+6pJAhjaToLFiwgAPbu3ZuRkZF0dnamQqHgx48fU4uKwTAW96ZNmxIA//zzT6lzFCpUKLVoJAvG4B4dHU1XV1cCYHBwMDdu3EgA/Prrr1OTisEwRnx/5MgRAmCVKlVIkmPGjCEATp482aRzTwmMpel8//33BMCJEyeSJL/66isC4F9//WW6yacQxuJerlw5AuCZM2dMOt+3b9/y0KFDnDFjBtu2bcsCBQokGtNmzJiR9erV45gxY/jHH3/w4cOH8vv68uVL1qpVS57brVs3s2oefn5+8rdRoVBwzJgxVCqVJMn79+9z06ZNHD58OGvXrk0PDw+9YvpMmTKxfv36/P777/nHH3/w6dOnZuOXHDx58oS//PILu3TpQl9fXxmP63tkzpyZDRs25Lhx43jo0CEqlUp+/PiRAwYMkOdUqlSJN2/eNAu/ffv2MXfu3ARANzc3zps3j7GxsQwODuaCBQvYsGFDZs6cOdmaTtasWdmoUSMuXryYHz58YFRUFH/88Uc6OjpKzePUqVOpzvvFixds3bq1nGejRo349OlTRkREcNOmTaxVq5aco+ahUCiYMWNG5sqViwULFmT+/PmZLVs2uru76+SfPXt2fvfdd7xz5w6VSiUXL14sNbLs2bNzx44dqcpbqVRy2bJl8vubNWtW/vnnnzrPNaamY3YRw35Yt/BDGi8wmDNnjhRynz9/bhXij7G4i82EHTt2WI34YwzuERERMvgNDQ21GvHHGNyt5X1ODZQuXdrixR9jBUUlSpQgAF68eNFqxB9jcH/27JkMPlQqVbwkF0uFMbjHTV6KK/4EBAQQAHv06MGAgAB27NiRWbJkoaurKytWrMi9e/dqjRcSEsLZs2ezbt26zJMnD52dnZk1a1a2aNEiwe8QAH755Zd88+YN+/Xrx5w5c9LFxYUlSpSQiQKacHd359ixY7Uey549O5s2bSr/f//+fbq7u3Pu3LkJ/v3iJmmOHj1aS/yxVe4qlYqZMmUiAD579oxkfPHHVrlfvHiRAFiiRAmdz6cUT5484YQJE2SQHPfw8vJi/vz5WbRoUZYqVYpFixZlvnz56OnpqfN8b29vTpkyhf/99x/DwsI4dOhQ+VzZsmV59epVk/BICAklWbx//15uOukKgn19ffn111+ze/fu7N+/PwcNGsRevXqxU6dO/OKLL5g+ffp417m4uLB79+48f/68xa61IyMjuXnzZtaoUSPe/D09PVm7dm0OHz6cixcv5po1a7hlyxZu2bKFa9as4ZIlSzhixAh+8cUXOt//atWqcePGjfz06RNXrlwp/0ZZsmTh2rVrGRkZmSocr1y5wi+//FLOq0uXLnz9+jX/+ecftmzZUiZ8aH5m27Rpw+nTp/Off/7hjRs3+PDhQwYFBTEwMJB3797l5cuXuXHjRg4bNoy1atWKJxDmzJmTEydOZFBQULzksUmTJvH58+cm5x0QEMDRo0fLhDRvb28eOXKEly9fZu/evbVEHFdXV1auXJkDBw7k6tWrefXqVUZHR+scNzY2ljdv3uSGDRv43XffxUuEcnJyYseOHXny5EmeOnWKRYoUIQA6Ojqya9euPHfunEm/D+/eveO8efNYsGBBAqCDgwPHjh3LiIiIBK+xJ/TY7mFJuo6xdA1RpFWpUiWSZK5cuQjALAmD+sJY3DWLtKyleMdY3EVi5qlTp+Tmb9WqVVOLRrJgDO7W8j6nBnr27EkAOpOeLAXG0nREkdayZctIfv78nzx50nSTTyGMwT1ukZZmksv79+9NziG5MAb3uPrVrVu3CKgT5gVsNb4XOr34e/3+++8EwObNm9s0b/Jzkdbu3btJkj/88AMBcPz48TbNXbNIKywsLMG/T3IhkhuEPh73cHNzY968eVmkSBGWLFmSvr6+9Pb2lhpb3CNz5sz89ttvefv2bcbGxnL+/PkylsyZM2eqFxQmlGSRmLYBqAuQmjVrxq5du7Jv374cPHgw+/Tpwy5durBRo0YJFrA1atSIu3fvtth1iFKp5MGDB9mqVat42oazszMrVqzI/v37c8GCBVy1ahU3bdrE3377jevWreOyZcs4YcIENm7cmNmyZYvH3cfHh/PmzeO7d+94+PBhmWTt4uLCKVOmMDg4OFU4BgYGskePHnJeNWrU4N27d+nn58e+ffvGS1DJli0bGzduzAkTJnDHjh309/fn/fv3+fTpUz59+pT379/ntWvX+Ndff/GHH37gV199JYtExeHh4cGBAwfS39+ffn5+cm9NoVCwb9++qZLU9O7dO86dO1cmKXl5eXH16tV89OgRx44dy6xZs8r5Ojg4sGTJkvzmm2+4cOFCnjlzJsH7i0ql4uPHj7lt2zaOGzdOZyJUvXr1uH37dt65c0dLT2vQoAF37dpl0u9DREQEN27cyMqVK8vXbd++PV+/fp3gNfaEnjR+WJLwQxovKOrUqRMBcNWqVSTJnDlzWrz4Y6ygSNyUnj59ajWigDG4//vvvwQ+O5RYi/hjDO7CiWnYsGGmnq7FQ4g/ixcvJmm7QVFoaCgdHBzo5OQkN27iij+2yn3Xrl0EwPr165OMX+Fky9wHDx5MAPz5559Jkrdv39YSfwTvOnXqMFu2bKxatSqHDx/Ob775hq6urnRwcOCxY8fkeOfPn6ezszPr16/P/v37c+zYsezcuTM9PDzo5OTEv//+WyfvsmXLyiSHoUOHsm/fvsyYMSMBcP369Vrn+/r6skGDBvL/gYGBWvc4lUrF2rVrs2rVqrLCRBcKFy5MAFIY37p1KwGwWbNmNs390aNHBNQuG0L4T0j8sTXuy5YtIwB2795d5/PJQUICQKZMmdigQQOOHTuWf/75Jx8/fpzgRrxSqeT9+/e5detWjh49mnXr1qWXl5fWJn+HDh144sQJHj9+XMutp0uXLjxz5oxJN/kDAgI4btw4GaS7u7tz4cKF/Pfff9mnTx8tASB37tzs0qUL582bx5MnT/LDhw9Jjq9UKnnv3j3+9ttvHDVqFGvXrq1VDVWuXDmuXLnSJIJdciD+HpoCgJeXFwcOHMhNmzZJsU5fKJVK3rlzh5s3b+agQYOYIUMGOW6WLFn4/fff8/Tp01puPdmzZ+f48eNN4qoVERHBDRs2sFq1avL1cuTIwd9//53z5s2jj4+PlsjVuXNnHjhwgG/evEnW68XGxvL27dtcvHixluONo6Mjv/76a+7fv18rkczR0ZHt2rXjsWPHjPq5VyqVPHDgAJs3b671+Rs4cCB37tzJKlWqaIk0X331FXft2pVg8o6+iI2N5aFDh/j1119r3UNKlizJjRs3cvjw4Sb/Ply6dIm9evWim5ubfJ3EXHk0YU/osd3DknQdY2k6okhrwIABJMnmzZsTAH///XfTTT6FMBZ38RsiHNaEm5wlO7cYg7tmkUpoaCjfv38vN+RiYmJMziG5MAZ3e5HWZyxevJgA2LNnT5K2G9uT2kVa5GeHql9++cWmuQvXNVGkRVKu3Y4cOWLT3OMWacXGxsqEebGBZ6vxfdwirQcPHhBQJ0rYMm+VSiXHF0Va27dvJ/4/gcKWuZuqSOvKlSvs27evVrFFunTpWKNGDX777bdcv349b9y4keDaQaVS8dmzZ9y9ezcnTZrEZs2ayb1DcdStW5fbtm3jrVu3WLNmTfl4/fr1uWPHDpOuS4TDrNBBFQoFhw0bxtu3b+vUNlq3bs2pU6fywIEDfPXqVZLjq1QqBgUFcdeuXZw4cSKbNGmiFVvmz5+f06dPN4vjsC6IQpa42kbHjh25YsUKXr582aAiKk2X7nHjxsnkHbHm7NmzJ48fP67l1pMuXTr269dPOjQbE0LbaNGihdQS3NzcOHfuXG7atElL68H/J5ps3bqVT58+TZbGolKpGBgYyM2bN7NOnTpaY9eqVYu//fYbJ0yYoOWE8+WXX0qHZmNCl7bRqFEjHj58mM2aNdOpraS0kF2lUvHKlSvs37+/1j0kd+7c/Pnnn7lgwQKtx03xfXj06BG///57reSqxFx5NGFP6EnDB4ACgDr71JYWxyRlhaSohm7WrBkBcOvWrSRtNzAQvLJlyyZv6HHFH1vl/uuvvxIAu3btSpI6xR9b5f71118TADdu3Kjz+bSEhMQfWwuKTp8+LV9XICHxx9a4T5w4kQD4/fffy8eqVq1KADx69KhNcxc8hcilKf68evVK8gbAn376Sevaf/75hwDYpEkT+VhISIjOTd2goCDmypVLZws3MX6fPn20NsFv3bpFR0dHFi9eXOv8+fPnE1C3DBg1ahS9vb3p6Ogog6BFixbRxcWFt27d0smZ/Hw/d3V1lZux9+/fJ6DeKI+NjbVZ7lu2bCEArd8EIf7UrFmTJG2Wu0jOXrBgQYLn6AuVSsWNGzfqTG44depUihMNlEoljxw5wjZt2mgFvSVKlOCWLVs4dOhQrc3/MmXKcPny5UZrJaZUKvn333/HS2744osveOTIEdmiThwNGzbkzp07jSZCPX78OJ6wlCFDBi5dujTRRD1TIjo6mlOmTNFqI2aK5IqwsDCuXr1atn0F1MlbkydP5po1a1imTBn5uIODA1u0aMH9+/en6L2PjY3ljRs3OGbMGC0BIGPGjBwxYgT//vtv+vr6ysfz5ctnEkFOpVLx5MmT7NixI52cnOTrDR48mAcOHGDbtm21vg/FixfnnDlzePbsWYaHhxv8eh8/fuTJkyc5ffp0mSgHqKvmunXrxqNHj7Jv377x/h4JbZinFE+fPuXEiRNlhTmgbrX277//6hRav/nmGy5evJjnzp3Tm3/cirJKlSppfZcNraK0J/TY3iE0HQBvS5YsaTPxLRm/SGvy5MkEwNGjR5O03dg+bpEWSWk9v2nTJpvmfunSJQLabaTF/d7f39+muduLtD7j3LlzBMDSpUuTtN3YPiwsLF6R1vLly7V0TVvlHrdIi4xfvGSr3OPyJClb+xw4cECLu63F9+J+Loq0VCqVLI4IDAy0Wd53794loF2kJbhmzJiRERERNstdJGcbq0jr5MmTOpMbduzYkeLCDeEAP2DAAC1X2ly5cnHu3LmcN2+e1iZ/3rx5ZRtmY0E4zGomN/j4+HD//v3s0aOHltZTtmxZo2obCSXNjBo1ip8+fTLKaxgKlUrFzZs3azkqmULbiI2N5e7du9moUSOtz1b37t25a9cu6bAlDuHQ/Pbt2xRxCwwM5Jw5c+JpG127duXRo0dZr149LX1t+PDhvHv3rtF4C9y6dYtDhw7VcuNu3Lgxjxw5woEDB2p9H3LmzMnx48fz8OHDyWpDFxkZyUuXLnHJkiVarjRC29ixYwenT58u258LrcdU7schISFctGgRixUrJudRqVIlnj17Vuf3oXXr1vz555955MgRgxwFX758yf3793PKlCls2LCh1ne5fPnyXL16td7fZXtCTxo+hPjj6elpU4tj0Wtdc+Nv0qRJOsUfWwsMNHutCyQk/tgadyHgi2QG8rOjQ1zxx9a423utf4YQf3x9falSqWw+KOrdu7d8bMWKFQTAli1bkrRdEaB27doEwD/++EM+9u233xIAR44cabPcX7x4Ia1qNReNooJ38eLFkre3t7fOzb38+fMzS5YsOsePC/E3ffLkSTze6dKl0+nk8cUXXxCAVra8UqnknDlz6OPjQw8PD1aqVIn//PMPSfX75OnpyWnTppFUO7J4e3vTwcGBxYoV465du0h+Fja//PJLrXFFm5F9+/bZLHfx/s6fP1+O++HDBxlQ3bx50ya5v3r1ii4uLlQoFAwICNBr7gnh+fPnMrHbVAKAJoKCgjhx4kStCq9OnTrxypUrHD9+vJa9b/r06dm5c2fOmzePJ06c0Mshh1Qnq1y9epWrV6/moEGDdAoAp0+f5oIFC6Qjj0huuHfvnkl4k5/bWlWvXl3Op27dunz8+LHJXlMX/P39pWud+Pubuv2RSqXihQsX2LVrVy2R7cqVKzxz5gy7dOmilVykUChYvHhxdu/enQsWLODp06f59u1bRkREyHnGxMTw48ePvH37Njdt2sThw4ezdu3a8dp+CQHg7du3HD16tEweK168uMktggVevHjB8ePHS44FChTgsWPH+OzZM06ePFm2yhGHsEnu0aMHFy1axL179/LIkSM8c+YMz5w5w8OHD3PPnj385Zdf2LVrV/r6+mqJHuI1Zs2axdevX/PgwYOyiMHFxYXTp09PVtJQchAVFcVly5bJ9yVLliz8/fffGRERkaAVuqOjI0uVKsUePXpw3Lhx/Omnn/jzzz9z2rRp/PHHHzl8+HA2aNAgnh00oK5mHzVqVLKcZ+0JPbZ34HNCT6iTk5PNxLfk5yItsVbes2eP/F0hbTe2f/z4MQHtIq2pU6cSAIcPH27T3OMmM5CfHR1EIo2tcrcXaX1GeHg4HRwc6OjoyJCQEJuM7Uny+PHj8rMmcPnyZRmv2HLRyvDhwwloF2mtX7+egLoggbRNTUdTwzh+/Lh8XLRZjFuYaEvxvUjYzJgxo1biRbt27QiA//vf/2ySN/n5/e3WrZscV6VSyYKQjRs32iR3pVIp13LCcTC5CAsL43fffSe/s6ZMbiDV95PFixezePHi8jWrVavGCxcucP78+ZIXoC7mad68uUEOOWR85+OKFStqxXzCYXbXrl0yljZ1coOYV1xXa19fX547d84kr5cQXrx4wVatWsm/x5dffpkq7cAePHjAkSNHyqSqXLlycc+ePbxz5w6HDRum5dAsvrNt2rThjBkzePDgQb548YKfPn2S673Y2FiGhYUxICCAf/31F8ePH89GjRppFf+IcWbOnMkXL15w2bJlUvPNli0bV6xYkSoO2KGhoVyyZIlMoBJtr0JCQrhkyRKdre0KFizIdu3acebMmdy1axcPHTrE06dP8+zZszx69Cj379/P5cuXs1+/fqxQoYKWJqapbdy/f583b97USvLp27dvoq2njAmVSsV9+/ZptVqbMWMGo6KiEmzzBoCFChVi+/bt+f3333Py5MmcOXMmZ8yYwYkTJ3L06NFs2bIl8+TJE+86V1dXfvPNN7xw4YLB32V7Qk8aPjTEH5tZHJPk0aNHCYCVK1eWj+3evZuA7Vezjxw5koC617qAqPTp1auXzXJXKpUyY/LUqVPycWH5LxaYtsjd399fLmYtua1aaiEyMlIuis6fP2+TQZFKpZKLKM2kFs2Ej6CgIJvkLvqLe3h4aL2mEAcyZcrET58+2SR3IeR//fXXWq/1559/ElBv3IoNgFatWunkUrNmTTo4OGg9dubMGbZv35558+aVGfCaR9ygDdAWHTUhNrJFNXFSaNCgAcuXL8+YmBju3LmTgLqf+pEjR9iuXTs6Ojry2rVr0uFi8+bNWteLHuxNmzaV77ktcRdrF3d393iZ/wMHDiQADhkyxCa5C7GmefPmeo2pCyqViuvXr5ebLxkyZODatWtTrWVDVFQUFy9eLAPx7Nmz86+//mJkZCR/++03WYmpeSgUCvr6+rJz58787rvvOHbsWE6aNIk//PADR4wYwT59+rBKlSqyzWBcAUAkNzx48EAmPwJgly5dUlQ9lBxs27ZNJi95eHhw2bJlJnfrievK4+3tLZ3bUhPHjx+XYr2TkxN/+uknRkVF8eXLl5wxYwbLli2r5Wij63Og6Wyj68ibNy979OghBYBz585JVx4HBweOGzdOVnunJvz9/bXcigYPHszQ0FBGR0dz27Zt7N27N8uUKZMkP12Hs7MzK1SowP79+3Pv3r2MjY3lx48ftVx5KlWqlCo93nUhMDCQDRo0kHNp06aNFKCuX7/OxYsXs2fPnixdurROMSihI1u2bGzcuDEnTJjAnTt3pqhC0p7QY3sHNDSdXLlyab3f1hrfkp/dGV1cXKS1+/PnzwmoxeXIyEibjO3Jz+6MmkVaoh1TmTJlbLpopWPHjgS0E9nnzZunFQPZIvewsDC5QWSqzUlrg2gBsWTJEpuM7Unym2++IaCd1JIWilY+ffokNwsvXbokx00LRSsHDhwgoE5K1+QkWk+5ubnx7du3Nhnfi2LjESNGaF0r9nBy584tXZhtifelS5ekRh13LqtWrSKgThSxxfdcJOnmzZs3RRrMyZMnZcG2k5MTJ06cmGrtvVUqFXfv3i035F1dXTl79mxGR0fz8OHD8dowa8bqrVq14rfffssxY8Zw4sSJnDBhAkeOHMmBAweyTp06Wm3bxZEpUyaOHDmS9+/f5/v37+XvBADWqFEj1dcIFy9elElNDg4OHD16tMndeuK68oikElMWZ+nCvXv3tApzunfvzvfv3zMsLIyrVq1irVq1tNrZ6zoS03wAddecFi1acM+ePTKJV9OVp0OHDqmW0KKJuMlUjRs3lu29Tp48yaFDh7J69epJ8td1KBQKFitWjF27duW6dev46dMnxsbGcsaMGfI+li9fPh48eDDVeZPqtUj//v3lfCtVqiTX70+fPuWaNWs4ePBgVq1aVctJK6nD09OTX3zxBUeMGMHNmzfrjE30hT2hJw0f+H/xx8XFxWYWxyTZp08fAp/deEh1EC9s8e7cuWOTgUFkZKTcODlz5owcV1g7uru7Mzg42Ca5Hz58mACYJ08erUXiwYMH5Q+BZnWLLXEXm7pDhw7Va95pAWPHjpWLLVsMikTP7Zw5c8brXSpE0IkTJ9okd2G9P3DgwHjXiyzudevW2ST37NmzEwAPHz6sdW10dLR0Atm6dSsBtQW9Lnz55ZcEIP+/Y8cOOjg4MF26dGzVqhVHjhzJiRMncvLkyfJczcoxwVvTKUcTPXr0IAC9HFVWrlxJJycn2RqzRo0a9PHxkUFaWFgYvby8pOVptmzZ4vVEfvPmDV1dXalQKHjq1Cmb4y4C5z59+sQbQyRzpk+fnjdu3LA57kLMFbbjhuLFixdarjzNmjWT/epTG48ePdLqS92xY0dpTXvr1i2uWLGC/fv3Z8WKFeNVqyR2+Pj4sGPHjpwzZw5PnDgh1zUrV66UgXWOHDlSXA2XErx+/VpW1gNgvXr19K5YMxQvX77UquYZNGhQintrpwShoaEcOnSonE+FChX433//yecjIiJ48eJFLlu2jH369GHZsmXp5eWl9RlwcHCgh4cH8+XLx1atWnHKlCk6q/5WrlwphcQSJUrw4sWLqU1XC3ETq4oXL86goCCtcz59+sQLFy5w6dKl7N27N5s2bcp69eqxevXqrFGjBuvVq8dmzZqxf//+XLFiBS9fvqzzN0C0oBIVVKmVsJcQVCoVV6xYId16fHx8GBgYGO+88PBwnjt3jkuXLuX06dNlBdcPP/zA//3vf5w9ezZ37NghhTNjwZ7QY3sHPif0RJUvX55xYY3xrXgcULuwaKJs2bIEwC1btthkbE9SCvkLFy6U40ZERNh80crLly/p7OxMBwcHrbn8999/dHJyoqOjo80WrWhu6tqhhihaKVGihE0WrZw4cULGsY8ePdK6fvbs2QRst2hlypQpBLSLcAVsvWhF3D9mzZoV73qhe8ydO1dyt5X4Pn369DJWidsKV6VSyaKEX3/91aZ4e3l5ySKecuXKxVvTayZz7t271+a4C/fUqVOnJjmmLnz69EnLladMmTIyUTa1ERwczF69esm5VKtWTTofP3v2jJs3b07QTTexI3fu3GzRogV/+ukn7t27VzrMHjt2TLryuLm5cd68eWYr4o6IiOC4ceO03HpEJwxjIzIyUur+gLoFk773YFMgNjaWv/zyi5Zbz+XLl+XzMTExvHHjBtevX89vv/2WNWrUYKZMmeIV4Lm7uzN79uxs2LAhx40bx23btjEgIEDrnnDy5EmZ5JUtWzZu27bNHJQl4iZWZcqUKV6r2piYGF6/fp3r1q3j0KFD2axZM9avX581a9ZktWrVWLduXTZp0oTdunXj/PnzeerUqXgaXXR0tNZ73rdvX4aEhKQmVZ04dOiQvId5eXlpGUgIREdH89q1a1yzZg1nzpzJSZMmccyYMRw7diwnT57MWbNmcfPmzbxz545RixvtCT1p+BDiT4YMGagL1rg4Pn36tNzEiNtSoF+/fgTUPaltMTCYOXOmfM24i0RRLbpgwQKb5C5ErylTpmhdq+ncs2vXLpvkLj7viVW6pTU8fvyYCoWCLi4u0rLYloIib29vAuCkSZPijXHy5EkC6mSfe/fu2Rx3kd2uK3hYt26dFIZsTQARCalFixbVuQgUbSWbNm1qEO+SJUvSzc1NZ7s+kZFuCt7Pnj1jhgwZ+OOPP8rHMmXKxPbt22udV7lyZRk8/PDDDzrH6t69OwFI8c9WuFesWFE6WPj5+ekcS4hDwonPVrgL++KCBQsmK+h59OiRrGzNkCED169fn+rVPHGhVCq5ZMkSmahUsmRJPn/+PN55UVFR9PPz45o1azh//nzOmDGDkyZN4rRp0zh37lwuW7aMx44dY3BwcLxrVSqVFMgB87jyJARNt56iRYvG2zhLKZ48eSI/N/nz5+eRI0eMOn5KoOnWU7hwYb3aj8XGxjI6Olqvz63Y9AHAMWPGmMWVJyH4+/uzZMmSBNQbr8lpEZUQnj17JpMeCxUqZDZXnoQQGBgonYry5MljMW1x7Qk9tnfgc0JPSIUKFRgX1hjfXrt2jaVKlSKgTlbXhGgxXLNmTZuM7cXj6dKliydm23rRikiu0cVJJAfbatGK2MzetGmTXmOmBdh60YpoDdu0adN4Y2gWrQh9x5a4Z8mShYC6ECsurl+/TsA2i1bSp09PQJ2ErstxQbjzFi5cmI8ePbKp+F5sin711Vc6x1m4cCEBSDcMW+FduXJlGf+vXLlS51jDhg0jAFmcaSvcRQK2k5MTX7x4keiYuvDhwwfJ2cnJiZMmTYpX0GoOHDhwQLr1ZM6cmf/++2+8c5RKJe/cucMtW7Zw4cKFnDVrFidPnswpU6Zwzpw5XLx4Mfft25fg32XHjh1yrWIOV56EoOnWkzFjRp49e9ao44eFhbFhw4byN8AcrjwJQdOtJ3369Dx58mSS1yiVSkZFRenFYf/+/TJpqGXLlmZx5UkIL168YOPGjQmonbfjFhmnBJ8+fZKFmOnTp092Qaep8OHDB7Zt25aAOinLUuZnT+hJw4cQfzJnzkxdsLbFsZeXl6zSbNiwYbwxrl69Kjd3RNsWWwkMvLy85EbJihUr4o2xY8cOuYkiqltshbsIipycnLQqnwWERfNXX31lc5v84sc+buWiHZQLgu+//96mgqJy5coRgKxQjAuVSiU3zxYvXmxT3EUiU61atXSOo2ndvGvXLpviLrL0Ne3n447j6OgoE0D05e3q6kpdmz9KpVK2dTMF72bNmrFkyZJaAXmmTJnYsmVLrfNEsKhQKHQ6HJDkhQsXZEBpS9yFSFC1atUEx/rtt98IQCau2gJ3lUolK5pmz56d6Hi6cOPGDVnJVLlyZbO58iSER48eyb9xwYIF41XkJhcqlYqjRo0ioHZ1WbVqlVHGNSZevHghhb18+fIZLbnj0aNHUiQuV66cyRyAUoLXr1+zYsWKBD7byRsD06dPJ6DejFy6dKlRxjQ23r17x2rVqhFQJxsb431/9eoVixYtSkCdHKdr/W8JCAkJkYmXxuKeUtgTemzvwOeEnre6ftutLb7VdGfMkSNHvM2b0NBQuS7ev3+/TcX2Xl5eLFasGAGwf//+8cbQLFrx8/OzOe6igEGXxf6JEyfkvdTWilbEZm/WrFktKinXEmCrRSuVKlWSm7X79u3TOZZoszJgwACb4i7iINEqXRdE22BbK1oRMWq3bt10jhMbG8v8+fMTANevX28z8b1SqZSfd+FEFxfBwcHyN8BWeJOfC5W8vLwSbBEluioIRw9b4S72qDp27JjoeLqg6cKaK1euBAvczIWQkBA2b96cgLqNTty/c0qwceNG6YTz7bffms2VJyFERESwTZs2BNTJ58ZK7ggNDZUJM9mzZ5frJktCVFSUTLxzc3PjoUOHjDLunj17ZPFy//79Le49J9VOPGJd4uLiYhTuUVFRMlEoS5YsWi04LQmxsbGyG5CLi4tRE5qSC3tCTxo+YGBCj6UvjitXriwXQAm1F6hevToBSDcbWwkMxAa+l5cXQ0ND440TExMjNwc3b95sU9xz586d6CLx3bt3MvHl2LFjNsNdpVJJXn/++Wei46VFCIFXfO5tJSjKkSMHAbBNmzYJjrV06VICkJXhtsA9JiZG3t9/++23BMcSG9pfffWVzXD/999/CaiTWt6/f5/gWCJr3BDevr6+TJ8+vZZTiEqlkuKpKXhv3LiRjo6O8VrC1KxZkxkzZpTVyI8ePaJCoSAAtmjRIsHxVCqV3Ci3Fe5XrlyRc9i4cWOC40VGRjJv3rw2xX3+/PkE1Em6hvYUvnfvnhSO6tata9Z2S4nh7du3sjVU/vz5jWIh/OOPPxIAnZ2dLXpN8P79e7kWz58/v87EVEPw/PlzFipUiIC6ek2Xc5Gl4MOHD9Jm39vbO8XclyxZIn8bErtPWAJCQ0NZt25dyT0liXbBwcEyubls2bIW40KVEMLDwyX3AgUKmD3J0J7QY3sHDEzoseT4ltR2Z9Q8VxPCyaVLly42E9uTandGsYmT0EaGKFoRbj22wl1sevr4+Oh0Z1SpVDIms7WiFeFWMnbs2ETHS4sICgqyyaKVAgUKyHVBQht3tlq0IviMGjUqwbGEI5P4O9kC9zdv3sjPcVxHME3MmDGDgLq1kK3E9z///DMB9eZ/Yq1xxf3YVng/ePBAzmHYsGEJjkeSTZo0sSnuQo9P6vOuCyEhIVLLLlSokNEKoIyN6OhouQ51d3fn6dOnUzzmtm3b5Dpw0qRJFuNOExcxMTHs2bOn/F6n1KknIiKC9evXJ6Au/IrbccWSEBsbK+9VxuB+/PhxudcxcuRIi33PSfVv6eDBgyV3Q7/bmoiNjZXum1mzZrU4t+W4UKlUHDp0KAG1S1Hc1mOpDXtCTxo+YGBCjyUvjklKO/u8efMmuEjctGkTAciqf1sIDEgyc+bMBNTZuwlBtGEQ3GyBe2hoqMxiTczuTvQ5bdeunc1wF65LTk5OjI6OTnS8tIjY2FgWLlzYpoIiUZkIqJPTEsKHDx+YNWtWm+I+ZswYuWiMjIxMcLwnT57IKkdb4B4ZGSkF7hIlSiQ4FknevHmTzs7OBHS71OnivXz5cgLqCohBgwbxu+++Y8WKFenu7s4WLVoYnffLly+ZOXNmjh49Ot5zwmK6ZMmSHDFihExeE60XEsP58+dl8k+zZs2snrv4DJcrVy7J6owDBw7Iz2jr1q2tmnv//v2lgDF58uREecfFkydPpEtLw4YNLb7C+ePHjzKxxdfXN0WuMsKJULTqsHSEhoZKx5ZixYol2044ODhYJrRXrlzZYhO4NBGX+7t375I1zl9//SW/9wnZt1saPn78yKpVq8rfs4SqVBODSqWSzh1FihThy5cvTTBT4+Pjx4+sUqWKvK+b0y7entBjewcMTOix5PiW/OzO6ODgkGDC6+3bt+UGiq3E9uRnd8YaNWokOJYtFq2oVCq59p03b16CY4lEVjFfW+B+//59GcPo05IzLUJoeLYQ25OUbvFA4m6kKpVKuhXYCnfhOuPg4MCHDx8mOF5UVJR0K7MV7iIZM0eOHIlu2IaEhCSrYMdS4/t+/frJe9z06dMT5C3GFAlf1atXt2reI0aMkMnJmTNnTjLme/z4sVzTJDQ3a+E+bNgw6cgUN4E1KYSHh0uHLh8fH50tyi0JSqVS7jdlyJAhRa4yBw8elHruTz/9ZLxJmgjG4q5UKtm6dWsCluNomxSUSqVMaMqQIQNv3LiRrHFu3rwp3ckHDhxo0ck8AprcM2bMmGzn6fHjxxNQt9m6fPmykWdpGiiVSulSlDlzZrPen+wJPWn4gIEJPZa8OBa2uwA4derUBMeLiIiQm4S2EhiIxA4AOquOBF68eCHbU9kKd9G/PEuWLIn+8N25c0erV7q1c3/37p1M2KhcuXKCY6V1HDx4UL5PrVq10nmOtQRFw4cPl45MjRo1SpL7H3/8Ibm3bdvWqrmLBRMALl++PEnuy5Ytk+cn5NxlLdyFiweAePcEXRg9ejQBdeLThw8fkuRNkuvWrWPZsmWZLl06ZsmSha1bt+b169c5efJko/Nu27YtixQpkqC99ooVK1ioUCE6OzsbHMz269dPBlS6kjmshbtIUnV2dta7MqV9+/YE1JUNuhKarYW7EPvKly9vUDAbGRkpqxhr1KiRrEQBc+D9+/dy3jVr1kyWte7JkyflPWLDhg0mmKVp8P79e5YuXZqAOgkvOeKFEBJKlChh8S4tmnj37p3k3rVrV4Ovf/nypazmnzlzJkl1Nd/QoUNZq1YtudZPamyVSsX169fzyy+/ZKZMmejm5sYCBQqwffv2Ou89jx49Yu/evZk3b146OzszR44c7NSpE+/cuaP33N+9eyc367/77jvDiFPdukSs+0UbRkO4i3tVYke9evV0Xrt+/XpWrlyZHh4e9PLy4pdffsm9e/fqPfe3b9/K4hNDExaNCXtCj+0dMDChx1LjW1LbnTGhJGUBUclrC7E9+dmRE0jcjTQ2NlYmodgK91mzZhFQ29gntukZGhoq29HYAnelUilbihQqVCjBsdI6AgICZCsea9/oHjFihGwZWKhQoUQLlUjbKtgZMmSIdKhJyq2E1C7Yadq0qVVzF615APDAgQNJcv/nn38M1jFJy47vK1eurFe8t2jRIgLqwtUnT55YLW9nZ2fJPaE2Y3EhirBdXV11FrxYC3fxPc+WLZvBBTdijydPnjwy1rN0xMbGysTTnDlzJkuXeP78uUxmGz58uFUkdpBqpx7hFF+oUKFk6XDCdTFTpky8fv26CWZpGsTExMjWY2XKlDG4YCcmJkY6zXfo0EG6U1qDrhMTE8OWLVsmW8e8ePEiHRwcqFAoZLG6tWg6MTExssCsefPmZvuu2hN60vAhxJ8MGTJQF6xlcTxixAj5w5czZ06dm5ia2LZtm/yCW/tG97fffisDvIQEDU2sWLFCcu/QoYNVc9dsL7N9+/YkuQuhCAA7d+5s1dw1q1WScq5I6xD9TbNkyWLVG90iKPLy8tLLzUClUslepLly5dK5yLAW7iIQTkjEigulUimdL7y9vXWeYw3cReUtAM6aNSsxyhIxMTFSGO7Xr59e11gihgwZQkDtZKCvA9mnT5/o6+tLABw3bpyJZ2gavHv3jjlz5iQA/vLLL3pfp1nJ9/PPP5twhqbDli1bCKgrNAxtQSXaTRUuXFi2pUuNQJhUby5NmTKFZcqUoYeHBz09PVmiRAn269dPr8/uixcvmCtXLoPfc5IMCwuTTnQTJkyQj5uau7e3d5IB9JQpU5Kc/7Nnz+T6ff369QZxFw4Frq6uvHv3bqpxJ8lXr15xzJgxLFmyJD09PZk5c2ZWqFCBs2fP1lu0fPDggazC1FfkFXMVwlGDBg3kb3vZsmUJgJ6ennKNmBjviIgIubng6+vLIUOGcNy4cfzmm29YsGDBeKKGn5+f3ICqV68eR48ezY4dO9LZ2dlgy+GrV6/q5a4ZF0+ePJHv6datW+XjhnDfuXMnJ0+erPMQrdvmzJkT7zrRzjNv3rwcPnw4Bw8eLN1RFy9erDeH48ePy02KlFRwpgT2hB7bO2BgQo+lxrcjRoxg9uzZCaiTmhMrVCLVLj2iYKdBgwY6z7Em7iJhoUqVKjpbTmniwoULNrPR3bdvX8lFJKkmhkOHDsm1RlyHI2vjLuYJgGfOnEmSe1rGtGnT5LpPl6ulNcT2moUbCoVCr2IdUtupWCTBacJauAsXVh8fn0TbLmlCtDXx8vKy2oId0TYMAPv3758kZ4E+ffoQUCfC6Pv3sjSsXbuWgHqj/r///tPrGs1Yp2HDhlaT2KAJpVLJWrVq6RWHxr1OtOlNaL/G0uHv7y/3qI4ePWrQtTt37iSgdl+8desWSevRdCIjI1mzZk2D33MxXxGXN2nSJNUSO4yl6URGRsp4PLGuIbrw6NEjuf7dsWOHfNxaNB1NPW7SpEkGcZ8+fToBdRt6zX1sa9F1NLXr+fPn6807IiJCFnhptt60Jk1HtNQFzFdUaU/oScOHEH8cHR11/kBZw+JYMygCwMOHD+s8Ny6aNm1KQJ0ApEswsRbuIijKkydPgudqQqVSyUVG/vz5rXaTX1S4AmCXLl2S5E2qN7rFD0SRIkV0nmMN3MUPpkKh0MutJK3jw4cPsg2LPiKhJeLx48fShlyf5DWBV69eSScna/2szJw5k4C6j25SyZqaCAgIkH+zP//804QzNA0iIyNlK5mRI0cadO2NGzfkBsc///xjohmaDseOHZMbnoYmLJ4/f54ODg50cHAwSg/r1IRKpWKnTp0IJK/KQbTecnV1NXs/X0Nx7949aUm9atUqg669fPkyHR0dqVAoeOrUKfm4qQNhUn2f8fHxIQDWrl2bo0eP5qhRo9i2bVtmypSJoaGhenHYs2cPAdDNzc2gfuHfffcdAbB06dJaFUGm5j5//nydwfOkSZOkgHfp0iW9OGzYsIGAurjg2bNnel0THBzM3Llz6wzUTc09ICBAbjjXqVOHo0eP5tChQ1m0aFEC6uosfdbjJLlgwQIZi+jbemvr1q0E1IlvmlWLx44d4/3796lSqWTSSGK8Re/zH374QWccFDcuLFeuHIH4SWfnzp2jk5MTixQpYlD7V+GKoG8ln0qlYsOGDQmAbdq00YpfDOWuC8HBwXR3d6eLiwvfvHmj9dzZs2cJaCcMkurPQubMmenq6ppk2xVNiN7rZcuWNUvrLXtCj+0d0EjoKVOmDOPCGuJbUc0udB19k5O///57m9joFoUbrq6uerddGjBggNzo1jW+tXAXyTxVqlTRe+NWrJetuWBH6BOAdlK2HbqhUqmkK1e7du3MPZ1k4dOnT3K9aEjxSUxMjHTttdaCHeGc7eLiIjfq9UFERIRcz48dO9aEMzQdRIFhnTp1kkzW1IRmwc6MGTNMOEPT4OnTp3LDc9OmTQZdq+lGumTJEhPN0HSYPXs2AXV7NUPbK2tqv2vWrDHRDE2DkJAQ6UI7cOBAg659+/at7KaxcOFC+bg1aTrJLdhJSA+xJk1Hs2DnxIkTel2jVCrleq1Tp05az1mTpiMcs52cnHjlyhW9rrlx44b8Gx86dEjrOWvSdUSSuru7u96tt8aNGyffJ82/sbVpOqKFaMaMGc3Sesue0JPGDwB+ADht2jRaIzTdCAzJdn/9+jWzZctGAPz1119NOEPTQViUOTg48Ny5c3pfFxgYKDNcf//9dxPO0HQQP1gVKlQwaAPh1q1bVr3RrZkBu2DBAnNPx2qgKSD4+fmZezoGISoqSi5yE2oflRhE6y1PT0+rc3M6c+aM/L4ePHjQ4OtF660MGTJYFXelUsnu3bvL5MPw8HCDxxDZ/hkzZqS/v78JZmka3Lx5U2bIJ7dvtKhitCbuKpVKtktzd3c3KKlDEwMHDiRgXXa1T548kZsahlqWRkZGslSpUgTiW7ebOhCOjo5muXLl6OzszN27d8c7PzY21iAu4jtfo0YNvZK5hHDg6OgY73fN1NwTgrCHL1++vF7nk9oVafq23hKttqpXrx7vb2Vq7uL8uPen2NhY1qtXj4D+VTqGVm9qitsrVqxI8LykeD98+JAODg56W98/evSIgNrZQNffSDhm7tmzJ8mxBKKioqRQp0/rLc1WWy9fvkzwvOSKP8LeP66YSH7+bq5duzbecxMnTiRgWEVeWFiYrBwzR+ste0KP7R4A/DJmzGiV1ezkZzeCKlWq6O1GEBMTwypVqhAA+/TpY+IZmgavX7+WBRjLli3T+zrNCtcxY8aYcIamw5o1a+S6VV/3BlJdsCNab1njRndsbKwssuvevbu5p2M1CAgIoKenJwFw48aN5p6Owfj2228JqFvFJtVqKy5u3rwpdZE//vjDRDM0DYKCgqTzcHIK7DQLdrZt22aCGZoO8+fPJwB6eHjw0aNHBl8vYitr4/7u3TsZo7do0SJZ65Lff/9dcv/rr79MMEvTYMuWLQa32oqLVatWWR338PBw1q5dW2qYhrba6tKlCwHwiy++0Io3rU3TEQU7OXLk0Kv1lmarrXXr1mk9Z02aDkmZIK1vwY5otZU9e/Z4yRfWpOmQn3/f9Wm9pdlqK6l9bGvQdbp160ZAv6JUffexrUHTUalUbNasWbJ0bGPAntCTxg+R0OPs7GxVG54CU6dOJRDfokwfiNZbHh4eSVo6WxpCQkJklqouK9+kIFpvZc6cWe8eiZaC7du3U3xmk7NZK1pvZc2a1aq4R0REyKqk2rVrG1TdYQfZr18/uXBJ7mZ5aiM2NlZW9GTPnl2vVltxoVKpZHCUPXt2vbOmzY2rV6/Kip7BgwcnawylUinteq2Fu0qlktX7Hh4e/Pfff5M1TkxMDFu3bi2DSWvg/ujRI9l6qHnz5gYla2oiLndr+L6LtYyTkxMPHDiQ7HFiYmLYqlUrAmrXD0v/jXv27JmsgqlRo4bBPbc1W20llvhm7ECY/LwJlZw1mC68f/9e79Zbmta+EydOTPRcU3BPCOJ+a6gjnKaQlVTrrb///ptA/FZbumAK7qKVpa7qq3nz5hEA586dq9dYpHYlX1LCifgtT8p+Pine4n6zZMkShoSEcNOmTZwxYwZXrFjBBw8exDtfVDNVqVJF53giiTJuUt26desIJNwSWLOS78KFCwny+fDhg7SF1my1pQvJFX9ENano4a4JsQmla7P53LlzBMBatWppPZ4U9xMnTsh7viGVYMaAPaHHdg+h62zevJnWBk2XQUN1mdu3b9PV1ZUAuHPnTtNM0ESIjY2V67Z69eoZHN9fuHBBCuP79u0z0SxNA39/f3lvT85nVrTecnJy4v79+00wQ9NApVJx2LBhBNRtsTWrhO1IGqJ9mrOzM//++29zT0dvCNdhR0dHvVttxYVYZ1oT99evX0vdumbNmsluHSWKlZydna2mMFO0m0ppAtpPP/1kVdxDQ0NZtWpVAmCxYsXibdQbAmvjvnv3bum4l9I26MLN1MXFxeJ/4z59+iRj5Dx58hgc22i22nr48GGC51mDpqNUKmVikz4tovQtbLIGTUezYCep1lsBAQGy1VZSSWvWoOlo6nNJFeyI8fXZx7YGXUfTeCCxwgSVSiUTmZL6vlmLpqOpYxqSBGUM2BN60vgBwE9UBCXnh9ec0Mx81rfVVlyIzfK8efNqWddbMjQzn4sVK6a3DZwmNBcO+fLl45MnT0wwU+Pjn3/+kbZ0yV0gx8TEsFGjRlbFXXOTNkeOHHpbcdvxGZGRkbJdQ/78+S3++65UKtm3b18Caiv1lDgLxeWeWJBkCbhx44a0v2zbtm2KeoZHRkayQYMG8j6f1AawOaFSqThy5EgZuCf3d01AMwkwd+7cBtlbpzbu3LkjLaW//PLLZP2uaUKTe44cOSzWqUelUnH8+PEE1G0UjeGaFxERIatKsmbNarGuZA8fPmSBAgUIqFvPGLqhERAQoLPVli4YOxAmKT9fN2/eZEBAAJctW8YZM2Zw8+bNCVZjJRUQitZb7u7uiYqfotozbqut1OKuCy9fvqSzszM9PT11VuQlxV1YTefOnTvRZD5R0T5r1qwk52QK7qLv9tSpU7UeVyqVbNCgAR0cHOIJQ0lxF6JOQsIKqa5udnBw0CsBJCneLVu2JABOnz5dOv6IQ6FQcPDgwVrVVffu3ZP3Ul0imajkatSokUG8yc/tcnRVUQksWbKEgLpiMymRLjnijxBwihYtGu+5sLAwAmqXQ1148+YNAXXSsCb04d65c2cC6krC1IQ9ocd2D5HQ4+bmFq99kCXj0qVL0j04ufG9aG/h5uamt9W/uaFSqWTbrPTp0yc7vhebfm5ubjx58qSRZ2kaPHjwQLbW6NChQ7I3n8aOHWt13EUFu4uLC48ePWru6VgdNONld3d3q3jfly5dKtdYv/32W7LHictd14aVJeHNmzcsX768jFlSkrymUqk4YsQIyT057s2piQ0bNtDBwYFAyp3VNZMA3dzcLDp58/3796xWrRoB0Nvbm0FBQSkaT5O7i4sLd+zYYaSZGh9bt26VhQqGtNRLCCqVSrbXdnJystjuCh8+fJCO8lmzZjU4KTs6OlrqgJqttnTBWjQdzYKdxHSqU6dOEdCv9bi1aDqiYEehUCSqWYjPtj4tNK1F0xEFO15eXgm2aYuJiZHu5PokgFiLriM6QxQpUiTB4oTz58/L+0RSer81aTpCy/vqq6/0nqsxYE/oSeMHAL9y5crJBJHChQsbZHdrLuzZs8comc+ayTE+Pj5m6XtnCCIiItikSROZgJWSpITw8HC5MeLj48OnT58acabGx7Fjx2QG7/Dhw1OUdRwWFia5FypUyKITZKKioti+fXsC1tVGxRIRFhbGGjVqyOQOS3WviI6OlraFbm5uSW5W6wNN7jlz5uSNGzeMMFPj4+LFi8yUKZNcEBlqR60LoaGh8vueLVs2vfvapiZiY2PZu3dvAuoKJGNVGIeGhsoAO0uWLMl2/DEl/Pz8ZAvMmjVrGuy2lxDCwsJkIlvGjBktbnMrMjJStshydHQ0uLd8YggPD5drhfTp01uc+HX8+HFZxVGlShW97IjjQvRe7ty5s16vZ8xAmCS9vLzo5ubGOXPmSPFOHB4eHjp73usTEIpqodmzZ+t8XqlUskiRIgT0cyIwBXddmDFjBgGwX79+Op9PirtKpZIVvNu3b9d5zrVr15IUSTRhCu6vXr2ir68vAbWbwujRo/ndd9+xWLFizJgxo04L36S4h4eHy8qehPrUCxtgfVpvJsVbCO2Ojo5s1KgRb9y4wdDQUB49epQ+Pj4E4leWCSetuELrhQsX5Oc/bkJSSEgI79y5k2hc+fTpUzo4ONDZ2ZkvXryI97xKpWKJEiUIgH/++WeKueuCaOE2Z86ceM89f/5cxly6EB0dLTcZNKEPd1Ehly1bNqOsdfSFPaHHdg9oFGp5enpa5JovLm7duiXvv506ddLr90YX4ibHJNcBI7WgUqlkFWxKk5BUKpV0ok2fPj3Pnj1rxJkaH48ePaK3tzcBsH79+oyIiEj2WCqVShbApE+f3qKTuVQqFadMmULAutqoWCJUKpVs0efu7p4id1NT4+eff5Zry19//TXF42lyd3V11dkixhLw7Nkz2RLQx8dH5xrPUGje65ydnS22BZVo+QGAU6ZMMcqYSqVS/sY5OTlxy5YtRhnXmHjx4gXLlClDQF04a0gSQWJQKpWynY2DgwNXrFhhUa1FVSoVFy9eLIvNx4wZY7T5abZlVygU/Pnnn5O9TjIF7t27J+KKZBcQig4MxYoVS9Kl0Jo0nQkTJiQZu3fq1IkA+OOPPybK21TcdSGlmg75uQVTQkUrYWFh0qHx6tWrSc7JWjQdknLPJaH26Lt27Uoy8cUQ7pai62gmKh06dEjnOaLl1dixY1PMWxfMpem8f/9eJvClZncAe0JPGj8A+FWoUIEhISHyh7hIkSIW7V6xbds26dJijMznkJAQWTlQsGDBZPW2TQ18/PhRq+reGG3CgoODJff8+fNbbGuS3bt3SyvtXr16GaXdVHBwsLR7s1T3ivDwcLm55+XlxfPnz5t7SlaPkJAQ1qpVS36Pzpw5Y+4paSE4OJgtWrSQAYQxK/c07yGZMmXi3r17jTZ2SqFSqfj777/T09OTANiyZcsUCbxxERYWxq+++koKvqtWrbIYISAwMFBWhri7uxvdQvvTp0+yt6uLiwtnzJiRItcjYyE2NpazZ8+W9/ZGjRol2jYpOYiMjJSWsQqFgsOHDzf6ayQHly5dkn3lTSXGRkVFsUOHDjKY7dy5c7ISZ4yJ0NBQDhkyRM6pXr16BvdXJ9Xvq9i01GfjytiBcGRkpDxfCHdPnjzhu3fvuHbtWnp6elKhUMS7f+sTEO7du1euR3WtdQ4fPkxAnZSqz/fYFCJAXKhUKhYqVCjRhBR9uAsBvF69ejqfF0J2UhbOAqbiHhwczK+//jqeWNS/f3+dyfH6cBdVx7179473XFRUlEyA06cSPSnelStXlp+huNVR165do4ODA9OnT6/l/nT8+HF5r27QoAFHjx7NTp060cXFRYr31atXT3JuuiBaJE6bNi3ec6LSLWfOnHq1YTRU/AkJCWG6dOno4uKi0xVLX/HH1dVVr9fThEqlkrbkqbkxY0/osd1D6DpigyBDhgwWF+do4sqVKzKhu2nTpslutSoQGxsruXt6elpcIreAUqmUayEnJyejuC1otmlOly6dxbpX3LhxQ7YXrVatml7JuUkhNjZWOp5ZqnuFprOKg4NDku1F7UgasbGxMrHFycmJ69evt5jYnlSvD0TSHqB2DjAWlEolBw8eLNew8+fPN4o+aiycP39eurCWKlXKqAXDSqWSw4cPl9+lH374IVWTohPDhw8fZMIRAM6bN8+o46tUKulsCYB9+/ZlSEiIUV8judi+fbv8Pff19TV6sbBKpZJudEIrtIRC9KdPn0q9HgBnzpxp9NdQqVSy5ZyIt8ztOh4bG8tffvmFbm5uBFJWJC306UWLFiV5rjVpOqJoxcnJSWdC44sXL+js7EwHBwe9vi/WpOkkVbSycuVKg7QDa9J0Nm/eTEDtQK5rTSL2JH755RejcLckXWfatGkEwNatW8d77s2bN3RxcaFCodDrXmFNmg5JuR4dMWJEsq5PDuwJPWn8EMIPqe5vW65cOXkzsMQEh1WrVknrypS6tGji7du38kaYK1cui6vqCgoKkn1oc+bMaVSXlvfv37N69eryB9eSKlxiY2M5b948ucAaNGiQUYPVDx8+8IsvvpCi54YNGyxGCLh69ar8Mc2WLZvFtk2xRmgmSjk4OHD06NEpbvFjDBw4cED29cyUKRMvXLhg9NeIiIiQ7dsA8JtvvkmR/bEx8PLlS5l0IRZtKRX1dSEyMlIKviKBxJzOZCqVisuXL5dJTFmyZOHp06dN8lrR0dHSDQYAK1WqxJs3b5rktfTBnTt35G+aEKSSah2UXMTExHDixInyd8THx8dkf+ekEBkZyfHjx8u5FClShOfOnTPZ6ymVSi5atEi622XPnt1sbj3Hjx9nwYIFpfD+008/Jfs9TypQ1vXaxgyEw8PD5We3bdu28cYTiSnJsV2NjY2Vleu61mNCdIhrD5wQTCECxMWhQ4cIgCKeSC5EIA4gXtJ6SEgIPTw8dD6XEEzBPSAggKVLl6aPjw8PHDjADx8+8MWLF1y+fDk9PDyS3RZV2B+7u7vH+00WFsYlS5Y0yuddCEl9+/bV+bzo/37t2jWtx/39/dm+fXtmz56dzs7OLFSoEKdMmcLdu3cTAFu1aqUf2TgQnx9dSWoiKXHSpEl6jWWo+CPaeSXU8iu59sz6YsWKFQTU7nSpBXtCj+0eQteJjo6Wlunu7u7cv38/LQ2nTp1ihgwZ5G+lsZKto6Oj2aVLFynKWlqLitDQUK357dq1y2hjx8TEsEePHgTU7hVLliyxqE3+Xbt2SRfWunXrJiuhOyHExsayf//+ckNn8uTJJosrDMXz589lYYUlu4pYIzQTpQCwTZs2fPnypbmnxevXr8tiWWO7sApotm0GwNq1axvNESW5+PTpE0ePHi31+ipVqvDdu3dGfx2VSsWpU6dKR5SSJUsmuPmcWjh48KB0J3BxcdHp6mEszJ8/ny4uLnLt/M8//5jstZLC69evtQqI6tSpw1evXpns9TZs2CDXDhkzZuTGjRvNot+rVCquXr1auoxkypQpRe309MG+ffuYO3dumbw6d+5cs7j13Lt3T7qfp1RPvn37NgF1IrI+yWnWpOmQn4tWdOk2iSU/6II1aTqaRSubN2+O95zYd9b3t9GaNB3NwsO4Ou/9+/cT1HsSgjXpOoklqQm3wmbNmuk1lrVpOpcvX5a/S6lVQGxP6Enjh2ZCD6nOUBQ/zu7u7haT7R93ofi///3P6Au3jx8/sm7dunKTf9y4cWbP9lepVFyzZo1cKBYoUIAPHz40+utoulcA6grh4OBgo7+OIYi7UPzhhx9Mslj/9OmTVjJB8+bNzdp6LSoqipMnT5ZWd4UKFbLY1lDWjKioKI4dO1YKDr6+vibdWE8MwcHB7NWrl/wMVqtWzaRVF3ErKnLnzm2WakbhyiNsMdOnT8+VK1eaNChXqVTcvHmzFJS9vLy4evXqVBcCAgMD2aBBA60A0pTih0BcsSm13XriuvLkyZMn1ZJI/fz8WLp0aQLqyothw4YZrb2XPrhw4YJ05VEoFBwxYkSqLfYfPnwok1dFoJNalV1PnjyRVaQiCUcfa93EkJSVbVyYIhAWQmpckYJUJ2GLgC45mDlzplyPxB03sUovXTCVCKCJdu3aEQCXL1+u15wSg9iQ++6777QeX7x4sRSK9YUpuIsWhv7+/vHOX7BgAYHEbZgTg2gROH/+fK3HxWsuXbpUr3GS4i1s60ePHq3z+UqVKhGA3q6QomJWl8OOPkiojdx///1HJycnOjo6MigoSK+xDBV/hNiYmJOHSLTWVY0nerXXqlVLr9eLi9DQUBnjJfYdMybsCT22e2jqOjExMbKVK6B2NgsLC6O5ERkZyXHjxsn4q127dkbXW5RKJQcNGiS5d+jQga9fvzbqayQHx44dk64VxnZhFdB0rxCJM+ZuLf727VuZxAQY34VVQKVSyRYXxlpvpnQ+GzZskC01M2TIYHQXVjvUf+eVK1dqFchs3brVLJv80dHRnDp1qnST9/b25rFjx0z6mrt27WKOHDmkfr9w4UKz6Pfnz5+XrXOFlm6K77kmTp8+LdePjo6OHD9+fKrr93FdeVKraOrmzZtyE1vEMqnt1qPpyuPh4cGlS5emymcvKChIthYHwBYtWqRqkV5AQICWK0+rVq2M0lJOH7x//14m7gJqF40zZ86kyv0uODiYM2fOlBpyrly5uGfPnhSN+d133xEA+/fvr9f51qbpJFS0ok97oriwNk1HFK3UqFFD6/Hz588TUHdL0Pc3wto0nXHjxhEAu3XrpvW4SEDW5cicEKxN19HVRk6pVMrCTn2LTKxN0yHJKlWqEABXr16d7DEMgT2hJ40fcRN6SHWWquh5KD7Q9+/fp7kQd6G4atUqk71WREQER40aJbP9S5QoYbb+83HtG1u2bGnShWJMTAx//vlns2y0aiJusoExFopJQaVScf369VrZ/uZw67l69ar8IbIk8dWWceHCBdnfW7j1pFYwrFKpuHv3brmwcHV15ezZs1Ot0uL+/ftaSXPdunVLtU1+f39/rUS6hg0b8smTJ6ny2qQ6e1zTqahOnTrcu3evyf/2T5484YQJE7REx99//z1V7zVxhScfHx/+8ssvJnVqCg4O5oIFC2S/XhHIpHbiaFRUFH/88UfpkOPh4cGBAwca1fVOE5GRkdy8ebNMQAHUrjzmcAiK69YDgPXr1+dff/1l9KQupVLJgwcPslWrVnLTLqWuPALXrl0joE7G0/f30RSBsEgO05UMKSpAkmvZ+vr1a2lJGxAQIB//3//+RyDxXuxxYWoR4NWrV3R2dqanp6dRqu2vXr0q319NUV7M448//tB7LGNz//jxIwEwc+bMOs/39/cnoG4vkBzs3LlTbkIKvH79Wm7S6JuAmBRv0bu9cePG8Z6LjIyUa2F9Yo7IyEgWKFCADg4OKSo4mDNnDgGwS5cu8rFNmzYRULfi0ReGiD8XLlwgABYtWjTR80S/97Vr18Z7buLEiQT0dxDSBfF7PGvWrGSPYQjsCT22e8TVdVQqFf/3v/9pFYmcOHGC5sK///7LEiVKEFAnNo8ePdpk626VSsWlS5dKZ7ds2bJx+/btJnmtpBAaGqqVYFS+fHmTrTsFtm3bZpaN1riIm2ywYMECk8/jxIkTsmWEk5OTWdx6nj9/zubNm8v3vFmzZnz27FmqziGtIW6xTJs2bfROBjYG/Pz8pCsPAA4cONCoLlSJ4d27d+zatat87dq1a/P06dOpoi8EBQVx+PDhMt4rXrx4qrrdh4eHc8SIEVK/L168ONeuXWvyohmhbZizUComJoYzZ86UCQnZsmXjDz/8wMDAQJO9ZmRkJH/77TctDbFOnTqpnjiqUqm4du1aGbM4Ojqybdu2PHr0qEk+97q0jUyZMnHz5s1mSR7UdOsBwDJlynD58uVGaWMZF1euXGHfvn3p7u4uX88YLu9hYWGyqEHf5Ftr03SUSqXUPzWLVvbt2yd1QX3XRNam6WgWrdy4cUM+Llzjv//+e73HsjZNJyAggAqFgi4uLlq/ReL3wpDfSGvTdcR8fX195WPCiStXrlx6x33WqOksX76cgLpYJTVgT+hJ44euhB6B3bt3M2fOnDIAnz9/fqpa+r1580b2AhcLxUePHqXKa589e1b+8IoKg9Ta5I+KiuKKFSu07BtTc6F4+/ZtmVkoFmv6tjdICVQqFY8ePWo0+8bk4NmzZ9ISGQDr1avHPXv2mPxz7+/vzwEDBliM4JrWEBERoeXW4+HhwQEDBujM1jYGgoODuXDhQvr6+srPWrVq1czixBQ3gc6Um/yRkZHcsmWL1nc8NVx5EkJctx5AXUk3c+ZMo1byKpVKHjp0SEsAAFLPlSchHDx4UFYKi9/53r178/Lly0Z7DSEAaCaR5M+f3+ytHf38/GRVhqb4+dtvvxlF9A8ICOC4cePkZopIUBg7dmyqufIkhIcPH7Jfv35a70mePHn4v//9jzdv3kz2751SqeT9+/c5b9482asaULcX6Ny5s9HcJ2bPnk0g4QocXTBFICwq4HVtwougUjOQNRQi4VGzwkNsVBjSNs3UIsCsWbMIgP369dN7TklB/DYK+/yIiAg6OTlRoVAYJFQam/vbt2/lBqGu+8SRI0cIJN+m+tOnT3R0dKSDg4O8T/z999/y/qQvkuIdFRXFQoUKUaFQxKsKFO4GX375pdbjYWFh8e4N0dHR0l1wyJAh8V5Hnz7zAsKmWFOIEd8xfdvLkYaJP8K9ZO7cuYmed/bsWQJg4cKFtWKSgIAAZs6cma6urlqJd6Rh3NeuXUsAbN++fZLnGgP2hB7bPRLSda5cuSLbOAOpXzASGRnJH374QSZTFy1alGfPnk2V1378+DHr1KkjuXfo0CHVKvlVKhUPHDgg19rOzs6cMmWKSdoK64KuViinTp1KlZjr+vXrskpX/IalZjugsLAwucEDqFvyrF692uRr8KCgIE6cOFHLlWf9+vUW09Ld1qFSqbhixQpZOOPo6Mg2bdrwyJEjJnkPRHJDrVq1tLSEI0eOGP219IFmAh0Ali5dmr/++qvRE4uUSiUPHz7Mr7/+Wt7XU8uVJyFouvUIDX3kyJFGL0y+evVqPG3D3K3Mb926xWrVqsn5KBQKtmjRgn///bfREigDAwM5fvx4Zs+eXUvbMFeyqEBQUBA7deokP4cAWKxYMS5cuNAohWPv37/nL7/8ovXZcnZ2ZteuXfVa45sS79+/5w8//KClN6VPn55Dhw7lhQsXku1WpVKp+OzZM27YsEHrcwWADRo0MFqLt6NHjxIAy5Urp/c11qjpTJ8+nQA4aNAg+djYsWMJgBMmTNB7HGvUdIQ746+//iofK1++PAHw1KlTeo9jbZoOSRl3iS4Qr169IqBu+WTIPdPadJ2oqCiZZCqK0USRlr7t5Ujr1HREIljBggWTPNcYsCf0pPEjIeFH4N27d1puPYULF+acOXP49u3bBK9JKa5fv85BgwbJQMzDw8MsPcA/ffqk5daTLl069u/f32SW6E+fPuWPP/6oFYSlpn2jJuK69QBqy+Zt27YZXYQKCQnhokWLpEUrkDquPAkhrluP2ICeMWOGUTffdQkA5hBZ7fiMixcvaom+AFizZk1u2bIlxfa9KpWKV65cibeRnjt3bv7yyy9m6X+siQcPHrB///7x5vbTTz/xypUryU5yiIyM5KVLl+IFm15eXvz2229T1ZUnIbx9+5Zz5syR1ZyAusqqc+fOXLNmDa9du2bwfe/ly5fcv38/f/rpp3gCQKdOnVJNUE8KMTEx3LVrl2z1Io5y5cpxyJAhXLt2Lf39/fVK7oqJieH169e5bt06Dh06VKtKETBdolhKcPPmTQ4ZMoTp06eX83R3d2f16tU5dOhQrlu3jjdu3Eh0zu/fv+eRI0f4888/s0OHDtLSVRxlypThihUrTFIxlRLock0Sa52aNWvyu+++44YNG3j9+nU+f/6c7969Y1hYGN+/f8///vuPt2/f5tatWzl69GjWrVtXJiGLI1++fJw+fTpfvnxp1HmLRG9DrExNEQjfuXOHTk5OzJEjh1YFcEREBOvXr08AnDx5stY1hgSEInFJiD8qlUomHxqyGWkK7gIqlUombyWVCGgIdxF3CLvnf//9l4C66tYQmIK7cPTTtBEm1e+7WD+MGTNG6zlDuAvxR2x2T506lQA4fPjwRK/buXMne/TowR49erBRo0YE1Mnh4rFRo0ZpnX/69Gm6u7vT0dGR7dq146hRo2RbvmzZsvHevXta5+/du5c5cuRg165dOW7cOA4ePFhuUjdr1kznBs66desI6GdXHRkZKVtUCPGndu3aBJBkAqih3Em1U52HhwddXFz45s2bJOcnLLLz5s3L4cOHc/DgwbJd6OLFi1PEXYg/hQoVSvJcY8Ce0GO7R2K6TlRUFCdNmiSLR7JkycLvv//epFX1QUFBnDRpkiwQUygUHDlyJD99+mSy19QFpVKp5dbj6OjIr7/+mocPHzaJvqRL2yhfvrzJCkWSgqZbD6CuOF62bJnRN/mjoqK4detWee8Wa+rUcOVJCJpuPYDahXn48OHxfuNSAl3JDeK30e7KYx4EBgayY8eO8n4nNmQXLFhglGJBXckN6dOn58iRI1PNlSchvHv3TufcBg8ezNOnTydbZ4yNjeWtW7f4yy+/aMWOTk5O7NSpk1ELgpKLiIgIrl+/Xqs4FQC/+uorLlq0iOfOnTM4qe/Dhw88fvw4586dy+rVq1ustqFSqXj27Fl27dpVbqaKjcVevXpxyZIlPH/+vF6/vyqVig8fPuQff/zB77//nnXr1tUqSjOlG0xy8fz5c/70009arjVOTk4sW7Yse/fuzaVLl/LChQuJJpx9+vSJ58+f55IlS9izZ0+WLl1a656eL18+Tps2zSz7M4khoX0FJycnli9fnn379uWvv/7Kf//9l0FBQXz79i1DQ0MZEhLCly9f8uHDh9y9ezcnTZrEZs2ayTWbODJkyMDhw4cb3cldaB0DBw7U+xpr1HRE4lKVKlXkY6JIS9O1JylYo6Yzf/58Ap8L8SIiIujs7Gz0Ii1L1HREcsyiRYtIkgcOHCCgX5GWtes6FStWJABpUqBvkZa1azoxMTGyUP7du3dJnp9S2BN60viRmPCjid27d9Pb21v+qLu5ubFnz55Ga0elSwAAwEaNGqWaK09COHv2LOvVq6c1rxo1anDz5s0prvKJiYnhoUOH+PXXX2stkkuWLMnffvvN7Bu+9+7d44ABA6QABqiTbSZPnpzkgjgxiA3QhBIIUuPmlxTevXvHuXPnam3OOjs7s2PHjly2bBkvXrxoEH+lUsl79+7xt99+47Bhw+IF2UOHDuWtW7dMyMgOfXHr1i0OHTpUa5PfxcWFFStW5IABA7hy5Ur6+fklmOSiUqn45MkT7tixgxMmTGDjxo2ZNWtWnQJAalVp6ouQkJB47kGCf6VKlThw4ECuWrWKly5d4oMHD/js2TO+fv2aQUFBvH//Pi9cuMBff/2Vffv2Zfny5eUGnSULAAJKpZJ///03W7RoIRM5xeHq6soqVapw0KBBXLJkCdevX8/ff/+d27Zt4+bNm7lq1SpOmTKFrVq1Yt68ebWutWQBQBP379/nyJEjZVWp5uHm5saqVauya9eu7Nu3L7/99lt+++237Nu3L7t27cpq1app2fCaWgAwNj5+/Mhff/1Vq4Jd83B3d2eBAgVYvHhxli9fnqVLl2aRIkW0RKO4f6+uXbvy7NmzZv8dTwoqlYpHjhxh586dtdZ5yTly5crF1q1bc/fu3SYTN4XYkJQ1s6kDYZKcN28eAbVdb+/evfntt99Kkbtq1arxRFNDAsK44s/jx48JgNmzZ0/yM5Ua3EnDqpcM4S7EH1EhtmzZMgLx+5Cbg/vhw4elUF61alWOGDGCAwcOlN8dHx+feEUPhnCPK/60bt2aALhp06ZEr5s8eXKi301vb+9419y6dYsdOnRgtmzZ6OzszLx587J///46W1Tcu3ePbdq0Yd68eeni4sIMGTLwiy++4Lp16xLcqDWENylFCZ44cYJKpVIWdiSVTJ8c7uIz1alTJ73mRpLr169npUqVmC5dOnp6evKLL77g3r17dZ6bXPEnNVxJ7Qk9tnvoo+tcuXKFlStXlt8PhULBZs2acf/+/UYpLhBrijZt2mhthJUuXTrVXHkSwuPHj+Nt8hctWpTz589PcbGaKNzQpW3MmjXL7PHe69ev4xWOeXp6cvDgwTx27FiynajDw8N57tw5TpgwIZ62MWTIkBS1YjQWIiIiuHHjRlatWjVeLD537lweP35c75aWpPq9DgoK4q5du/jjjz/GS27o2LEjT548afHr/7SA//77j1OmTJHtzcU9r3jx4uzWrRsXLFjA06dPJ6pLvHnzhv/88w+nT5/ONm3axIuVSpcubZHahtDX427yOzg4sESJEuzevTsXLlzI06dP8969e3z69Clfv37N58+f8+HDh7x69So3btzIYcOGsWbNmlp6MKDeDJs6darFahuXLl1i7969tVyoBf9SpUqxR48enD9/PteuXcvffvuN27dv55YtW7hmzRrOnj2bnTt3jlf0IrSNYcOGmcVZW1+8evWKM2fO1BnXOzo6snTp0uzYsSN79+7NIUOGcNiwYezfvz+7d+/OevXq6dSCnJ2d2aVLF545c8ai723R0dHcvn17vCQkzXt0/vz56evry7Jly7Js2bL09fVl/vz5tdYsmp+Xhg0bcteuXRaRuJUU/P39OWjQIBYvXjyenmnIkTFjRtavX5+rVq0yWbGxKNJatWpVoudZu6YTHBxMQK0nR0dHaxVpJdUW0to1nVOnThFQJ7WThhVpWbums2TJEq1z9S3SIq1f1+nfvz8BcN68eST1L9Kydk2HpHQ1O3z4sN7zSS7sCT1p/NBH+BGIjY3lnj172LhxY60vVbFixdijRw8uWrSIZ8+e1SvJ5cWLF9y3bx//97//sWXLllqb3UIAMKdtpS7cvn2b3333nVYVulgQ9+zZk4sXL0406124F6xdu5ZDhgyJtwFqyQJASEgIFy9eLLNYNeesmfV+5swZXr9+nffv32dAQADv3r3La9eu8fDhwwm6FwhBxRKTG0j1Jv8///zDli1bxgsKnJycWK5cOfbp04dz587lsmXLuHbtWm7YsIHLly/nggULOHLkSH755Zfx3AssWQCwQ43Q0FAuX75c2kLqCmxz5MhBb29v+vr6snDhwsydO7fO9xoAs2bNavECgIBogdetWzet9jmGHgqFgsWKFWOvXr0sXgDQREBAAOfMmcOOHTvqvGcldYiF4YgRI7hnzx6rEAAEwsPDefjwYc6aNYvt27fXqmxN6ihQoADbtWvHmTNn8tChQ1bpNvb27VseOnSIM2fOZLt27ViwYMFEOYtkp8GDByfb0cmS8ObNGx48eFAK10WKFGGuXLmYMWNGuru7M0OGDMyZMycLFSrE5s2b86effuLevXtTxXY6JCRESxBJDKYOhAX27dsnHYpcXV1ZvHhxTpkyRedaMCXiz59//kkAbNKkSZLXphZ30cpDOOkkhpSIP3369CEAzp8/P8lrU4O7v78/u3Xrxnz58tHZ2Zlubm4sUaIEf/jhB5327ikRf0Sv9dRofWtuaIo/d+7cIaBOhk0LEOJParTpsCf02O6hr66jUql44cIFfvPNN1puvHny5GH79u05a9YsHj58WK8Cm5CQEB47doxz5sxhp06dtFq5Ojk5sUOHDjxx4oRFrf9fvHjBqVOnxkvAL1y4MDt06MCff/6ZR44cSTDBLq57ga4N0Hr16nH79u0Wtx6Miori77//Ljc5NI8iRYqwU6dOnDNnDo8ePcpr167x7t27DAgI4P379+nv789Tp05x8eLFOt0LNLUNc7uUJITLly+zT58+OosQihQpws6dO3PGjBlcsmQJ16xZw40bN3LlypVcuHAhf/zxRzZt2lQrcUkclp7ckNYRExPDHTt2sEGDBloJfZp6RbZs2Zg/f34WLVqUPj4+zJs3LzNnzqxzLZkuXTp27tzZarQNf39/Dh06lGXLltWZtKDvkS9fPrZp04Y7d+60Gm3j/fv3XL58OXv16sUyZcoYzF8UtQ0YMIAbNmywKm0jNjaW586d46JFi9ijRw+WKlVKZ5KLriN79uxs0qQJJ06cyF27dhm1HX1qISwsjGfOnOHChQv5zTffsGTJkonyF8leYm8nOY5OloTQ0FCePn2aCxYsYLdu3ViyZEnmzp2bmTNnZrp06ejl5cXs2bMzf/78rFevHseMGcM//viDDx8+TJX7mr5FWtau6WhyvXbtGh89eiS/Y0n9na1d0wkNDaVCoaCTkxMjIiL466+/EtCvSMvaNZ3z588TULtikvoXadkCVq5cSQDs0qULY2Nj9S7SsgUMGTKEgO4WfsaGMTUdBdVCgh1WBIVC4VehQoUKfn5+Bl338OFDrFixAmvXrsX79++1nnNwcEDx4sWRL18+uLm5wd3dHUqlEpGRkQgPD8edO3fw33//xRuzdOnSGDx4MLp27Yr06dOniJcpER4ejt9++w2rVq3ClStXoFQqtZ5XKBTw9PSEm5sbXF1dERMTg4iICHz69AmxsbHxxitSpAi++eYb9O3bFzlz5kwtGskCSZw8eRIbN27Ev//+izt37kClUhk8jpubG8qWLYtatWqhb9++KFasmAlma3w8efIEO3fuhJ+fH/z8/HD37l0Yct/LlSsXKlWqhIoVK6JBgwaoUaMGFAqFCWdsh7Hw8eNHXL16FX5+frh8+TL8/Pxw//79BM/PnDkzKlasKN/vihUrwtvb22rf75CQEMnfz88PN2/exKdPnxAREYHo6Gi4urrCzc0Nnp6eKF26tORcvnx5i76f64uQkBBcuXIFfn5+ePjwISIiIhAZGYnY2Fj5O5cpUyZUqFABFStWRJEiReDg4GDuaRsN79+/x5UrV/Dff/8hMjISkZGRIAl3d3e4ubkhV65cqFChArJkyWLuqZoEISEheP/+PSIiIhAREQEnJye4u7vD3d0duXLlgrOzs7mnmCZw/Phx1KtXD5UrV8a///5r7umYHD4+Pnj06BGuXr2K33//HT///DN+/PFHTJ061dxTMynCwsLg5eUFJycnhIaGolq1arh27RpOnTqF2rVrm3t6JsWFCxdQvXp1lCpVCseOHUP27Nnh6emJkJAQODo6mnt6JsXKlSsxYMAAdOnSBU2bNkW3bt3QunVr7Ny509xTMzmGDh2KpUuXYtasWRg7dqxJX6tixYq4cuXKFZIVTfpCdqQ6kqPrvH37FmvXrsXy5csREBAQ7/mCBQuiSJEicr2nUCjkWiggIAAPHjyId02ePHkwYMAA9O3bF7ly5UoRJ1MiNjYW+/btw6+//opTp04hMjIy3jkeHh5wc3ODm5sbVCqV1HSio6PjnZsjRw507NgRAwcORPHixVODQopw8+ZNrF69GufOncP169cRFRVl8BiOjo4oUaIEqlSpgp49e6JmzZpWEesGBwdjx44d+Pfff+Hn54cbN27ofE8TQsaMGVGhQgVUqlQJtWrVQpMmTeDk5GTCGdthLERGRuLGjRtS07h8+TJu3rypU6cFgHTp0qF8+fJauo6vr6/VrskiIiJw/fp1yf/atWv48OGDjO+dnZ1ljOvr6ys1nYoVKyJbtmzmnn6KERERAX9/f/j5+eH27dsIDw/X0rPc3d2RPn16lC5dGpUqVULJkiXh4uJi7mkbDZ8+fYK/vz8ePXqEyMhIREREIDY2Vr7nmTNnRvny5ZEnTx6ruJcbivDwcLx580auYxQKhdTysmfPjnTp0pl7imkCISEhyJQpE1xdXREaGmrzWlqnTp3wxx9/YPXq1fDy8kKHDh3QpEkTHDhwwNxTMzmKFy+Ou3fv4t9//8XKlSuxevVqzJ8/H8OHDzf31EyKiIgIpE+fHiQRGhqKYsWKISgoCLdv37aKGCEluHLlilwr7dq1S+YHPH361NxTMznWrVuH3r17o3379vjzzz9N+lrG1HTsEUwago+PD+bMmYOpU6fi2rVrMiDw8/PDrVu35JEQ0qdPj/Lly2ttdhctWtQqFo0eHh7o168f+vXrJxfEmvxv376N0NBQhIaGxru2UKFCWkFRhQoVkDlzZjOwSB4UCgXq1KmDOnXqAFAviP39/WWCw507d+RGd3R0tBTAvLy8UKZMGfl+Fy9e3CoXbd7e3loLj7CwMFy7dg2XL19GYGCgDISVSqUUPrNmzSo3+S1Z1LQjcXh5eeHLL7/El19+KR8LDw9HaGio/Mw7OzvLgDBz5sxWcT/TFxkzZkTdunVRt25dc0/FLMiYMSPq1auHevXqmXsqZkHmzJnRoEEDc0/DbMiYMSMyZsxo7mmkeYhNyooV08Y+dMWKFfHo0SNcuXIF/v7+AIAKFSqYeVamh6enJ4oWLYp79+7hzp07uHPnDgCgbNmyZp6Z6SE43rlzB48fPwYAFC1a1Go3jgyBELceP36Mly9fAgAKFChgxhmlHgoWLAgAePXqlZlnYkdaQ9asWfH9999j1KhRuHXrlpamce3aNQQEBOhM9BFwcXFBmTJltDa7S5cubRXJDU5OTmjdujVat26NmJgY3LlzR2oafn5+8Pf3R3h4OMLDw+NdmyNHDi0dq2LFisidO7dVxX6lSpXCggULAAAxMTHy/b98+TJu3LghY9yoqCi4uLjAzc0NHh4eKF68uHy/y5QpY5UboJkyZUKfPn3Qp08fAEB0dDRu3rwpC7bEZm9MTIzUszJkyICyZcuiYsWKKFSokFW913Z8hpubGypXrozKlSvLx6KiohASEiITHBwcHKSWlzlzZptag7m7u6Nq1aqoWrWquadiFri7u6NatWqoVq2auadiFqRLlw7Vq1dH9erVzT0Vs8DDwwMeHh7mnkaax9WrVwEAZcqUscp9IUNRsWJF/PHHH7hy5QoyZcoEIG1oOoCa5927d+Hv75+mNB13d3cULVpUallBQUFQKBQoWrSouadmcmhqOkLbsGs6lg3Lj9rtMDrc3NziLYhF1v+7d+9kUOTo6CiDYVHpZQvuBboWxMKRR2zyu7i4yIx3V1dXM87W+PDw8ECNGjVQo0YNc0/FLPD09EStWrVQq1Ytc0/FDjPAHhDaYYcddqQeXr9+DUCdXJsWIHi+fv0aHz58AABkz57dnFNKNWTPnh337t3D+/fvERUVBYVCYRNub0nB3d0dzs7OiImJwcePHwEgzawzBE+RHA+o/x5pAW5ubgCg0yHEDjtSA46OjihTpgzKlCmDXr16AVA72Ny5cwfPnz+XuoamO2POnDltxr3A2dlZ8u/duzcAQKlU4tOnT1p6ltB0hFuRrcDZ2RnlypVDuXLlZJJLWoKLiwsqVKiQZjbY7NCGq6srcuTIYe5p2GGHHXakCaRlTUfsg6YlTQcAPnz4IBPkM2TIYM4ppRoEz+DgYABqXcOWEoQTgoiRYmJiEBYWBiDtaDqCp7VpOvaEHjsAfM76T6twdnaGs7MzvLy8zD0VO+ywww477LDDDptAWtvk1wwIIyIitB6zdQieIqnF1jZPE4O7uztiYmKk02daec81k1rE5108ZusQ77HgbYcdlgAnJyeULl0apUuXNvdUzAJHR0ekT58+TSST2mGHHXbYYYcddqQG0rKmk5a52/WstKFriFaGERERMqEnrXAXPK1N07F+uxU77LDDDjvssMMOO+yww+IgBJC0EhBqbvJHRUUBgM05PSYEwVOIAGnBjltAcBXvuS04muoDUbGmVCrTTPKWAEkASHO87bDDDjvssMMOO+yww460g7Sm6Whu8gvuaUXT0SzYiYmJAZB2dB3BU7znacGdR0DoV0LjSCuwVk0nbaiNdthhhx122GGHHXbYYUeqQgRGaSUwVKlUANQBsRAEhBBi6xA8RVJTdHS0OaeTqhCJPJ6engCsz7I3udAUd9OaY01aq1i0ww477LDDDjvssMMOO9Ie7JpO2tN0nJ2dZRKT0DpsHYKncPpMK5oO8Jmr4G7XdCwb9oQeO+ywww477LDDDjvssMPoSMub/JrVTWkBgqfoPR4ZGZlmRD/BPWPGjFr/t3Voft7Fd/3Tp0/mnFKqIa21GLPDDjvssMMOO+ywww470h7Smqaj2WZLswVVWoBdz/qsZ6WVz3tsbCyUSqVsXQzYNR1Lhz2hxw477LDDDjvssMMOO+wwOkRglFYCQsHTzc0N6dKlA/C5B7etIzQ0FIDapcbDwwMA8O7dO3NOKVXw4cMHxMbGwtXVFTly5AAABAUFmXlWiUOlUmHBggXw9fVF+vTpUbVqVRw5ckTnubdu3YKrqyuWLl0a77lnz54BALJkyYK8efMCAB48eGC6iRsBxuJ+//59AEC+fPlMOl877LDDDjvssMMOO+ywww5zIS1rOiKhJ61pOu7u7vDy8gIAvH371pxTSjUInpkzZ0b69OkRGxuLV69emXlWCcPUmo4lF+eldU3HntBjhx122GGHHXbYYYcddhgd+fPnBwDcu3fPzDNJHMYKCAXP/Pnzw9fXFwBw48YN003cCDAG99jYWNy+fRsAULRoUZQpUwYAcPXqVdNOPgUw1nsuOJYpUwY+Pj5Inz49nj9/btHiz5IlSzBixAh4e3ujf//+ePHiBZo0aQJ/f3+t85RKJXr37o1q1aph8ODB8ca5fPkyAKBChQqoWLEiAMDPz8+ixR9jcffz8wMAydsOO+ywww477LDDDjvssMPWYNd00oamAwDXr18HAPj6+lqFpgMYh/uHDx/w6NEjuLq6omjRoihfvjyAzzG/JcIUmk7BggWRKVMmvH79Gs+fP08VHslBWtd07Ak9dthhhx122GGHHXbYYYfRobnJb8kwRUBYqVIlrccsFcbgfufOHURERKBQoULInDmzfN+FOGCJMMV77uDgYBXiz6+//oq6devi0KFDmDdvHk6ePAmVSoUVK1ZonffLL7/gxo0bWL16NRQKRbxxNLlbi/hjDO5RUVG4efMmFAqFfL/tsMMOO+ywww477LDDDjtsDWXKlIGjoyPu3r2L8PBwc08nQdg1nZRxj42NledXrFjRKjQdwDjcNYu0XFxcrELHNIWmo1AoUKFCBa3HLRGm4G5NsCf02GGHHXbYYYcddtggYmJiEBAQgFu3bsHPzw8XL17EtWvXcO/ePYt2j0gp3r9/j8OHD2PdunVYtmwZfvnlF8ybNw9Lly7F2rVrsX//frx8+dLc0zQqVCoV7t27hy1btmD06NHo0aMHOnbsiJYtW+Lrr79Gly5d0Lt3b0ydOhV///03Xr9+nSrzKlOmDJycnCxe/DFGQPjff//h5cuX8PLyQuHCha1GADEG97iBcFoSQMT7mxD3wMBAKBQK9OzZE4GBgejUqROyZs0KNzc3VKpUCfv27dMa78OHD5gzZw7q1auHvHnzwsXFBdmyZUPLli1x4cIFnVwUCgXq1KmDt2/fon///siVKxdcXV1RsmRJrFu3Lt75T548QZUqVeT/CxYsiKxZs+LJkyfysQcPHmDy5MmYOnUqihQpEm8MkvHEn7TC/caNG4iJiUGxYsXg6empc1522GGHHXbYYYcddtiRUqhUKgQFBeHOnTu4evUqLl68iKtXr+LOnTsICgqyaGfMlCA8PBxnz57Fhg0bsHz5cixYsABz587FkiVLsHr1avz11194/PixTfEniaCgIOzatQsTJ05Er1690LlzZ7Ru3RqtWrVCp06d0KtXL4wfPx7bt29HYGBgqvB3d3dHqVKloFKpcO3aNZO/XnJhik3+kiVLwsXFBf/H3lmHR3G1Ufxs3EhIcHd3gha34k6pUKS4u0tp0SIV2tJCcWnRAqW0aPmAFie4SyBYAgSI6+6e74/t3O4mu8luspuVzO955mmZnblz38zuzL3nvnL37l1ERkZmiR0ZwRy2S0FaJUqU0AnSsmVNBzCP7dlV09G2UbI5pRObo9puz0FaLtbugIyMjIy1IQmlUgkXFxe9gzkZ+4ckHj16hKCgIISGhiIhIQHx8fFQKBSiLm7BggURGBiIokWLOsz3ID4+HlevXkVQUBAuX76MN2/eICEhAQkJCXBxcRG2ly5dWnjgFy5c2O7tDw0NRVBQEC5cuICgoCBcv34dMTExiI+PR1JSEtzc3ODh4QEfHx9UrlxZ2B4YGIiCBQvapf3JycnCcUfarly5gsTERIPn5M+fX0SdaNtvT8THx+Off/7Rud+PHj0y6lzpNy/9DRo2bAg/Pz/LdthMqFQqHDx4EEeOHEFQUBAuXbok6l0bS+HChYXtPXr0QPny5c3eT09PT1SqVAlXrlzB5cuX0aBBAzx69AglSpRA37598dlnn2Hq1Kk4cuQIYmJiULlyZXz22Wfo0KGDaCMyMhI//fQT9u/fj7t37+Lly5fw8/ND/fr1MX36dNSrVy/VdRUKBZo0aYKdO3di+vTp+P333/HmzRuULl0aEydOxCeffKJzfEhICDp37iz+nZEJYcpMLZL4c+/ePURGRsLPz89hbTdGAHFEu7VtNCSAaF+vTp06KFmyJHr37o03b95g27Zt6Ny5M44cOYJmzZoB0AhpM2bMQOPGjdG+fXv4+/vj8ePH2Lt3L/bv34/ff/8dbdq0SdWPiIgINGjQAG5ubujRowcSEhKwc+dO9O/fH05OTujbt684tmjRojr9CwkJQXh4OIoVKwZAM2YaMGAAqlatinHjxum1+9GjR3j79i1y584tao4HBgbiyJEjuHDhgs7f1tFst9dILhkZGRlHhiRUKhWcnZ3tci4nYxwvXrxAUFAQHj58iPj4eCQkJEClUgldI3fu3KhRowbKli0LZ2dna3fXLCiVSty6dQtBQUG4ePEiwsLChO3aepY0twsMDESZMmXg5GTfMdwRERG4ePGimOdfvnwZb9++1dGzPD094enpiTJlyuhoGqVKlbJL+9VqNR48eCB0DemeR0VFGTzHz89PlL+V/galSpWyq+egSqXC2bNndey+desW1Gp1uuf6+/sL+wMDA9GoUSMUKFAgC3qdeUji/Pnz2Lt3r7D71atXJrUhOV4EBgaiXbt2aNiwoUXufWBgIK5cuYKgoCCH1nRCQ0MRGhoKPz8/8RypWrUqLly4gEuXLqFp06YOa3tKTad8+fLw9PTEo0eP8Pr1a+TKlcthbTek6aQMznM0XSNlkJb2fx3ddrsO0iIpb3a2AQiqWbMmzc2zZ8946tQpHj16lH/88Qf37dvHI0eO8J9//uHdu3epUqnMfk1rk5SUxEuXLnHNmjVcuHAhZ8+ezSlTpnDq1Kn8/PPPuWjRIm7dupX37t2jWq22dndlMoFSqeTNmze5adMmjh07lo0aNWKuXLno6elJhUJBAFQoFPTy8mK+fPnYsmVLTpkyhdu3b2dwcLB8/+2M8PBwbt++nVOmTGHLli3p7+9PAEZtuXPnZuvWrTl9+nT++uuvfPv2rbXNMZq4uDhu3LiR/fv3Z7Vq1ejs7Gy03dKWJ08etm3blrNmzeKNGzesbZJRKJVK7tu3j926dWOBAgVMtll7y5cvHzt37szffvuNSqXS2qaliVqt5tmzZ9mnTx96enrqtadw4cKsUKECa9Sowdq1a7Nq1aosU6YMfX199R5funRpLlmyhOHh4dY2L03u3bvHCRMm6P1te3p6sn79+uzTpw+HDh3KcePGcdy4cRw2bBj79evHpk2bMkeOHKnO8/b25uDBg3n58mVrm2eQly9f8osvvmDx4sX13uvOnTtzzpw5XLduHbds2cLdu3fz119/5ebNm7ly5UqOGzeOjRs3po+PT6rzmzdvzp07dzIpKcmsfe7fvz8BcNmyZSTJhw8fEgCbNm3KPHnysG7duhw7diz79OlDd3d3Ojk58ejRo+L806dP09XVlS1atODgwYM5ZcoUfvjhh/T29qaLiwv379+f6poAWK1aNZYtW5aVK1fmyJEjOXDgQObMmZMAuH79ep3jy5Urx5YtW4p/P3r0iE5OThw2bBhJzW+tUaNGrFu3rsHx8OzZswmAEydOFPtq1apFAPzf//7n0LbXq1ePAHj48GGSZHJysngmhYeHO6zdERERBEA3NzcmJiaSJG/fvk0ALFCgAFUqlbAdAD/77DOd8w8cOEAAbNu2rU6br169SnWtJ0+esECBAixfvrxe2wFwwIABOu+tGzdu0NnZmRUqVNA5/uuvvyYAtmnThhMmTGCxYsXo7OzMixcvkiS//fZburm5pTkG2LJli2hDYvv27QTAJk2akKTD2t6rVy8C4Ndff23wGHNSs2ZNAgiiDegQ8mb7us6bN2949uxZHjt2jPv37+fvv//OQ4cO8e+//+a1a9fM/o63BVQqFe/cucNffvmFixYt4ueff86pU6dyypQpnD17Nr/44guuXbuWV65cYXJysrW7K5MJ1Go1Q0JC+Ouvv3L69Ols3bo1CxQoQC8vLzo5OYl3goeHBwMCAvjOO+9w1KhRXL9+Pa9duybffzsjLi6Of/zxBz///HN26tSJhQoVMnpO7+3tzUaNGnHs2LHctGkTnzx5Ym1zjEapVPKPP/7gyJEjWb9+fYPz/LS2HDlysHHjxhw/fjyPHz9uN3rm2bNn2b9/f5YqVSpTmo6vry+bN2/O1atXMzY21tpmpcv9+/c5ceJE5sqVy6BGV65cOVavXp116tRhtWrVWK5cOebJk8fg8ZMnT2ZwcLC1TUuTtLQNFxcXVqtWjR999BGHDBnCMWPGcPz48RwxYgQHDBjAtm3bMl++fKnOc3Z2ZteuXXn48GGbXceKjY3lmjVrGBgYmKr//v7+bNWqFadOncrVq1fz559/5q5du7hr1y7+8ssvXLNmDWfMmME2bdrovf+VK1fmDz/8wKioKLP2efny5QTA3r17k3RcXeP3338nADZr1kzsGzJkCAFw6dKlDm37iBEjCIALFy4U+9555x0C4MGDBx3a9jJlyhCA0ARUKpXQjJ8+feqwusa9e/fEO0MaJzx48IAAGBAQwMTERIe1/auvviIA9urVy+Ax5sScmo7VRQx5s47w8+zZM/7222/89NNP2b59e+bPn9+oAXGTJk04YcIE/vLLL7xz547NDo4M8fDhQ65evZrDhg1j7dq16e7ubvSEwM/Pj82aNePEiRO5detWu1rkz67ExcVx/fr1bNasmd7Fy5SD/rQ+9/f3Z/v27bl7925ZCLJRJOeGvn376v1t58mTh23atOHw4cM5YcIEzpw5kzNnzuSECRM4bNgwtmrVigEBAanO8/Ly4qBBg3jp0iVrm2gQybkhZf+dnJxYqVIl9unTh8uWLeOOHTuEsL9//37u3r2bGzduTNPxqWnTpty+fbtNLgAYEgB8fX3F83rLli28desWX7x4waioKCYkJDAqKoovX77knTt3uG3bNk6ePJnNmzcXEwRpK1q0KOfPn8+wsDBrm6qDIQGgVKlS7NmzJxctWsS//vorzfeUSqXi3bt3uWXLFk6cOJHNmjXTcfJxd3dn3759ee7cuawzLB2USiV/++03tm7dWsfu6tWrmyzWay/+TJgwgfXr19dps0GDBvz555+ZkJCQBZalz+nTp/nxxx/Tzc1N9LFEiRL89NNP+ccff5j8HVWpVLx16xY3b97MgQMH0tvbW7RbsGBBzp49m8+ePTNL3yXxp3v37iQdd5G/WbNmBMAtW7aIfcOHDycATpkyxWFtf/HiBV1dXalQKPj69etUf4+VK1c6pN0kuWbNGgJgw4YNxT6VSsUiRYoQAA8dOiRsL1asmF4n0aJFizJXrlwGr6HNqFGjCIAhISGpbPfy8mJkZGSqcxo3bkwAOqKuSqXikiVLWLp0aXp7e7NWrVo8cOAASc131MfHh/PmzSNJ/vDDDyxWrBidnJxYvnx57tmzhyTZtm1bAuCSJUtEu2/evBGLTnfu3HFI28PDw+nh4UEAvH//vlF9zyyyQ4/jbpnVdd68ecMjR47wiy++4HvvvceSJUumq2m4u7uzdu3aHDp0KFevXs1Lly7Z5Bg/LV6/fi3Gb02bNjXopK5v8/DwYN26dTl8+HCuWbOGjx8/trY5MukgOTd06dKFuXPnTvP+ajv16Nu8vLzYqFEj/vTTT4yJibG2aTIGkJwb9GkzPj4+bNy4MYcMGcLx48dz+vTpnDVrFidNmsSRI0eyc+fOLFy4sN7vRpcuXXjo0CGb1bFfvXrFRYsWsUSJEqn6X6JECfbo0YMLFy7k1q1b+dtvv/HgwYM8ePAg9+zZwy1btnDOnDns3LmzXsenSpUqcfny5XrHS9YmNjaWa9euFYEQ2u+rOnXqiOf1pUuXGBYWxoiICMbHxzMmJoavXr3iw4cP+fvvv/Ozzz5jx44dUwV45cyZk2PHjuWdO3esbaoOSqWSe/fuZZs2bXT6mz9/fnbo0IGzZ8/m3r1705yTq9VqPn36VGd9R9vJRaFQsF27dvzjjz9sJlhNrVbz1KlTqbSN4sWLs3///vzhhx949uxZxsfHG9XWkydPuGfPHs6aNYtt2rShi4uLaLNs2bL8+uuv+ebNmyywLH3u3r3LcePG6eiOAQEBHDNmDHfs2GFyMLFarebjx4+5a9cuTpw4Uefe+/j4cPjw4bx+/bpZ+n7mzBlxnxw5aGXixIkEdIO0pDm/5DTiiLarVCqWLl2aAHjkyBGxf9KkSQTAQYMGOaztly5dIqBZR5CCtEiyU6dOBDQOTo6oa5DkrFmzCIAffPCBaFetVrNy5cpC23RE29VqNStUqEAA3L59u1F9zyyyQ0823zIq/EjODXXq1NE7ufXz82Pt2rXZpEkTtmnThm3btmWzZs1Yr149gxkPSpQowUWLFul9ONsKkgDQvn17kYlFeytdujTff/99Tp48mbNnz+aCBQs4f/58zpo1ixMmTGCHDh30Ojx5enpy4MCB4gUhYzsYEgCKFCnCLl26cO7cufzzzz/57NkzxsTEiBdScnIyo6Oj+ejRI+7evZszZ87U6/VeuHBhzp07l6GhoVa2VIY07NzQrFkzzpgxg7t27eLjx4+Nmhip1Wo+fPiQO3fu5NSpU9moUSOdNuvXr89NmzYZNbm0NCqVinv37k3l3FCrVi1+/fXXPHnypMlCpVqtZnBwMHfs2MHBgwfrLPLnz5+fs2bNMtsif2a4efMme/funcq5YfHixZnKKKdWq3n//n1++eWXYjIDgK6urvzwww957do1M1tiGgkJCfz0009TCQCTJk0yy8KiIVGpVq1aPHbsmBksyDhHjx7VidTz8PDgJ598YlaHo5s3b3LUqFE6C0P58uXjjh07zHYNU3n9+rXIBiGJch06dOCff/5pVjE6IiKC3333nZjUAJrI1uXLl2f6Ok+ePKGzszNdXFwYGhrqkBPCO3fuiLGhtmB46tQpAprMbwkJCQ5p+8KFCwmAHTt21LnWzz//TACsWrUqg4ODHc5utVotTcq5YcMGnevNmzePANilSxdxzzt37qzXngYNGtDJyUln3z///MP33nuPhQsX1nnPSdupU6dS2V6tWjW97UvPD2MXrVu2bMkaNWowOTmZu3fvJgAOGzaMR44cYY8ePejs7Mx9+/ZRoVDQ3d091RxwwIABBMCxY8c6pO3jxo0TgmFWITv0OO6WEV1HpVLxzz//ZIcOHfRqGx4eHqxevTobNWrEd999l+3atWOLFi34zjvvGHT4CQgI4MSJE7PMSS2jnDt3jv369RNOddpbwYIF2bFjR06YMIGzZs3i/PnzuWDBAn766aecNGkSe/bsqTfjg5OTEzt37syDBw/a7CJ/dsWQc0OuXLn47rvvctq0ady5cycfPHjA6Oho4dCvUqkYGxvL58+f8+DBg1ywYAG7d++eKgDEz8+Po0eP5q1bt6xsqQxpeB5avXp1jhs3jps3b+atW7eM/p2+ePGCf/75J+fOncsOHTroLPKXKVOGX331lc0s8p89e1avtvH555/z8OHDOg7zxhIWFsY//viDU6dO1dGzfXx8OHToULMt8meGly9fcvz48TpBZdL76OLFi5lyNn3+/Dk3bNggsohKW8uWLXno0CEzWmE6arWaq1evZtGiRXXe3f369TOLtqFWq3n69Gm936n169dbNVvT7du32bBhQ4tqG6GhoZw7d66OY5+npye/+OILqwXnJiYmctasWTqBxHXr1uWGDRsYFxdn1uts3bpVzH2lv/GECRMyfZ3k5GQRtHLw4EGH1DUSEhKE47D2nDM7BK0cOnRIrHdp/06k7MNeXl58+/atQ9o+ePBgAuDo0aN1rrV//35h6/379x1O17hw4YIYHxw/flzn/B9++IEA2KhRI4fUdFavXk1Ak1U7qwJbZIeebL6ZKvzoc27IkSMHmzdvzkmTJomSUukNnp4/f67j9a7t+evu7s7evXvz9OnTNpPKU58A4Obmxm7dunHJkiU8evSoSVl2nj17xr1793L27Nls2rSpzoOoXr163Lhxo00s8mdn/v7771QCQGBgINesWcMXL15kuF3J6/3rr78WafgATQrQ999/3yYmw9kRtVrNX375RSdSzxKC9K1btzhmzBj6+fmJ6+TPn5+7d+822zVM5eHDh2zevLlFBABtIiMj+f3337NixYo6ItCKFSus8qxPTk7mF198IQaECoWC7du3N7tzA6mZFBw8eJCdO3cW0Z6urq6cO3euVSKZz507p3MfLCEAaHPv3r1UY4eRI0dmeTRrdHS0yHICaLIQffnllxkSNk255sqVK1m1alVx3Z49e/Lly5cWu6Y+9uzZI8Zanp6enDJlCh8+fGjRa6rVah49epQdO3YUtjdr1izT6bq7du1KAJw7d65DTgg//vhjApooIm3UajWrV69OANy8ebND2i45/adMl5yQkCAconfu3Olwdm/evFmMO1KO/0NDQ+nq6konJyeePHmSANi3b1+912rSpAkBiH/v2rWLTk5O9PLyYufOnTl+/HjOmjWLs2fPFsdKJdy0bZfKXKWkb9++BGDUs+Onn36ii4uLyEj4zjvvsHTp0uJ9HxMTQ19fX/Eu6tOnT6o2goKCCGgWSm/cuOFwtksZP/fu3Ztum+ZCduhx3M0UXUeftuHq6sp69epxxIgRoqRUemPUt2/f8q+//uKSJUv4wQcfpHJyadOmDffu3WszkfxxcXF6Mze0aNGCn332Gfft22dSkI2U1WjRokXs0qULXV1dRZulS5e2+BhTJn3u3bvH3r1762TcLV68OBctWsSHDx9mag4aHh7OTZs2iRIS0ta8eXNRNlQm6zl58iTLly+voy/37duXZ8+eNZvmEBoaynnz5okFaWnB8Msvv7Ta8y4iIkI4QmtrG+bOppKYmMht27aJsRSgcWacPHmy1TTs7du36+h4derU4fr16y2ibQQFBXHgwIE6pcv69etnlaz7ISEhfPfdd3W0jaVLl1qs3PmrV6+4ePFinbFD+/bt+fTpU4tczxBKpZJLly4VDrm5cuXi1KlTLVoSLDk5mbt27WLLli11vmc3b9602DX1ERQUxCpVqog+9O3blxcuXLD4da9du8YhQ4YILbNs2bI8efJkptp09KCVBQsWENA4kqZ890jP6nHjxjmk7VJ25blz56Y6v0WLFgTAZcuWOaTt0nMppYO3SqUSwRCSA4gj6RpSAHulSpVSfd+joqKE7iE5NjmS7cWKFSMAzp49O902zYXs0JPNN2OFn5CQEHbu3FnnIVmzZk2uWbPGLDVkDWW+qVmzZqqHcVaScqCoLQCYczHu9u3bHDt2rM4if8GCBblv3z6zXUPGOGJiYjh69GhxHyzl3EBqXuiHDh1ily5dxMDYzc2NCxYskEtxZSGhoaHs0qWLuOe1atWyqHMDqfmerVq1itWqVRPX/eijjyw2+daHSqXiDz/8IDLn5M6dm0uWLLF4H9RqNY8dO8b27dsL21u2bMlHjx5Z9Lra3LhxQyfD3CeffJJlNcFDQkJE3WTpPXf16tUsuXZCQgKnTZsmonnKli3LEydOZMm1Sc1CymeffSaiGkuWLJll2XqOHj0qomldXV05Z86cLHWmSvl7y5MnT5Zk60mZladRo0a8d++exa+bkp07dwqHjMxm6zl8+DABTcSPVKfZkSaE0oJgUFCQ3jYA8J133hECiKPY7uXlJZ4L+r4b06ZNE4KPI9nt6+srxJ1JkybpbeeDDz4goHGENMX2SpUq0cPDQ6/YLEWPWcL2p0+f0s/PjzNnzhT7/P39+d577+kcFxgYKN5HZ86c0dtW3bp1CYBffPGFQ9letmxZAppynFm5+Cc79DjuZoyuExUVxREjRqRybvjiiy/Mpm3oy3xTtGhRbtmyxarBWrt27dIJIvP39+eECRPMOiYKCwvj/PnzUy3yL1u2TM7Yk8WoVCp+8803YtHd0qViLl26xMGDB4uxDAAOHDjQJksSOSpxcXGcMGGC0JNLlChhUecGUrPIv2fPHrZq1Urc9wYNGmR5OaYDBw6IDCJubm6cOHFilmgb169f11nkr1ChgsHxnCV4+fIl33vvPfG3b968Oc+fP58l137z5g3nz58v3qeFChXiH3/8kSXXVqvVXLVqFXPkyEFAExCwefPmLHvPqFQqbtiwQWR69vPzy7JsPbdv39Ypb96vX78sz461f/9+8Xtzd3fPkmw9KbPylCpVKlUWjKxAOzAws9l6HD1oRdK+fvrpp1RtSEErOXPm5M2bNx3Kdum55OrqqtdJ/tdffyUAlitXTmRedhTbpblP8+bN9baxZMkS0R9H0jVq164tHHaWL1+uty0psFbSph3Fding0tnZOUudW2WHnmy+pSf8qNVq/vTTT+KBbInohpQEBwdzypQpzJUrFwGNt//EiRMturiuj9u3b+tE27Rp04b79u2zqOgaExPD1atX60Ty9+nTx2bStzo6x48fF5GFLi4unDFjRpY5WDx+/JgDBw4U97127dpyth4LI2XlkbKG5MiRg6tWrcpSsVmlUvHbb78V4l++fPlE/VFLkjIrz3vvvZflGUPUajW3bt0qnvVZka0nZVaewoULp8oEkVUcOXJEeHJnRbaeixcvslKlSmLyPX78+Cx/r0pcunRJx5lt5MiRFovoS05O1nHSrF69Oq9cuWKRaxlDcHCwiFgBwPfff98sjtH60E576unpafUFpVevXvH999/XGVdFR0eb3I5KpRKL4StXrnSoCaEU8Vi3bl297UgCEQD+8ccfDmW75NS+ZMkSve08evSICoVCODw5it01atSgQqGgQqEwmBHwxIkTBCCij4213d3dnfrmeSqVSoixlrC9ffv2rFSpkk7deH9/f3bq1EnnOEkMDwwMNPju37Bhg1gkciTbpbn1ggUL0mzP3MgOPY67pafrHD58WJTkkJwbLKlthIeHc+nSpTpZe7p168awsDCLXC+tfnz44YeiDzVq1OC6dessOgZOTk7mb7/9prPI37hxY5svQ+Yo3Lt3T6cMy0cffcQHDx5kybUjIiI4d+5cMdcsUqQIDx48mCXXzs6cPHlSzA2cnJw4bdo0JiQkZGkffv/9d5Fp0sPDg1999ZXFHXZTZuWpXbs2b9y4YdFr6uPUqVMsV66c+PtnRbYe7aw83t7e/OGHH6wyz71165ZOKS5LZ+t59uwZW7duLa7XpUsXkzLLmbsvHTp0EH1p3769Rfvyww8/iAVzawdAR0REsH///sL2OnXqGJ3lw1SeP3/OGjVqiGuNHj06yzNdayMFCUqOfOXLl89wcKajBq1Iuquvr6/Be+WoQSsFCxYkAH7wwQd620lOThbHSGXVHcF2tVotnk87d+7U2054eLhOUIWj6BpS9REfHx+DjuzXr18nALH25Si2582blwDYvXv3NNszN7JDTzbf0hJ+UqZv7NKlC58/f673WEsQFxfHKVOmiEFCuXLlePr0aYtfN2VWHmsMFJVKJb/88kubGaw6Oimz8lSpUoUXL160Sl8OHjwoovrkbD2WIyYmht27dxf3/N13301VazUruX//vk5t4j59+lhMhPrjjz+E93Tu3Lm5fft2i1zHWMLCwtitWzdhe6dOnSwissfFxekIDgMGDGBERITZr2MKUVFRHDp0qM730BKT88OHD4vMMOZIj2sOEhMTdbL1NGvWTKd2sTlISEgQ3y0XFxd+/vnnVilxlpKU2XoaNmxo9u/i8ePHxYJxw4YNrZKVxxA7d+4UAmy9evUyVI7i66+/Fo4vjjIhVCqVYty3YcMGg21J4xXpeeYItl+6dEksMqflSK1dvs0R7CYpfgtt27Y12JZarU6VXl0fKW0vV64cc+TIwWfPnum09emnn4q2zG37xo0b6ezszLNnz+rsb9CgAXPmzCmedZcvXxZ9WLNmjcH24uPjhWOio9j+/fffi/dSZsr4ZgTZocdxN0O6TlRUVKrMkFnp2KxSqbhy5Uox98iVKxe3bt2aJQEUu3btEkKrl5cXv/322yxf8N29e7fIDGStPmQXUmblyapAGX1cv35dp7SbnK3HMqhUKk6fPl1k5alYsaJFMmsby5s3b9inTx9x3xs0aGAxJ8abN28KJ003N7csyRKSFnFxcZw4caLQ76tUqWKRaHW1Ws2pU6eKv3Hz5s0tXkY6PZRKJZcsWSIWasuUKWMRbfHu3bsiICwgIIC//PKLVTPfkZr7sXHjRpGtp2TJkmbPDqVWqzl79myduYCtBD1rZ+spWrQo7969a9b2Hz58KByjS5YsaZWsPIY4d+6cCLgoVKhQhsqPOWrQir+/PwGN85UhpKCV0qVLO4ztb968EVmk0soE//nnnxOAGCc5gu2Sc5Krq2uamnO/fv0cSte4f/++GIMNGzbMYHskdUoWOoLthw4dEn3I6mez7NCTzTdDws/69et10jdac6B45swZUQPZycmJkyZNsthEJSwsjA0aNLCZgWLKLEEDBgywicVIR+LVq1diEOHs7MxZs2bpvKStQUREhE62nk6dOlmtHrUj8vbtW/G7skZWHkOkzNbTsmXLDGWvSIutW7cKB4pu3bpl+UKSIaRsPdLEp3HjxmYVPSMjI8XAMCAgwGpZeQxx5MgRkZL1nXfeMWtU1+7du0WU6Mcff2y1rDyGCAoKEtGMtWvXNltWtLi4OBEZ7efnx3/++ccs7ZqTW7duCQGoevXqfPXqlVnaPXz4sHAMef/9963+TtPHvXv3hCBZtWpVk+/7mzdvdMqUOsKEcMaMGQQ02ZTS+p0+ePBALFY5gu1JSUlCDCxfvrzBtkhNpjFJJGrTpo1d201qoosBjSNTegtQ//vf/0R/O3bsqPeYlLavWLGCAJg3b14OGzaMo0ePZmBgID09PYVzlDltDwsLY0BAACdOnJjqs99++42Apq76uHHjxOJ+pUqV0p3X7dmzR9jetWtXu7ZduzTF9OnT07TbEsgOPY676dN1Tpw4oZMNct68eVbTEh49eqQj5Hbr1s1iOktCQoLOorq1s+OEh4fzo48+Ev1p0qRJlpZZzg4kJSXpZGLq1atXhhzGzUlycjIXLFgg5mGVK1fO0gBJRyc5OVksjFkrK48htLP1lC5d2uylxS9cuCCyHAcGBlolK48hTp06JaL1ixcvbtZnr1KpFMFQzs7O/P77723KQfLWrVsi236RIkV4+/Zts7V95coV4Rxar149q2XlMcSzZ8+Erl6gQAGzZZtXq9UcO3as+J2vXbvWLO2ak9evX4syYPny5ePVq1fN0u69e/dYqFAhAhpn7KzOqG4MERERbNSokXDKMdV2tVrNwMBAh9E1SPKXX34R8/u0ngHx8fGi7Laj2C4FU+bJkyfNNZbXr187VMBOaGio0Cbr1atnsC1Sk+1HO/DSGLttVdcYN26cqHjh5+eX7vrSnTt3xJjYUFkye7F9zJgxwpYuXbqkabclkB16svmWUvhRq9WcO3eueBBaM32jNvHx8Zw8ebIQQLt27Wr2yVpISIiYeNhSRpyU2Xo6dOhgcwuy9srTp0+FF2+JEiUYFBRk7S7pcODAAeHgYInsFdmRV69eiVI/RYoUyfL65saQcrJurswdGzZsEJ7TkyZNsgknppTcuHFDpN+sVauWWWyPjo4WE+yCBQvabCm727dvi+xcgYGBZnFo2rdvn3DgGjVqlE0JXtrcv39flBqqVatWpm1PTExku3btxMD/8uXLZuqp+Xn06JEYe5jD9lOnTgmnwEGDBlk81XtmePLkiXDYrl27tsnvuPXr14vxaspUvxL2MmSu5XwAAQAASURBVCHs16+feD5/++236douZSgCDKczthfbpeczAJ45cyZd26UMRTly5NCb0cxe7B41apR4Pg8YMCBdu0myd+/eBEB/f3+9jnopbSfJdevWsVq1avTy8mKuXLnYpUsXXr16VUS6mtP27t27s0yZMgbnKStXrmTJkiWF3S4uLkYvQnXq1EncR33vMnuxXZrLVq5c2SrvZNmhx3G3lLrOrl27hNBYs2ZNsy0wZQa1Ws0VK1YIh76qVauaPXtFTEyMyDJtaxlxtLP1VKxY0SLZK7IjcXFxbN++PQFNuv/du3dbu0s6XL9+XYx3LZG9IjuSlJQksi17eXnZZFmzFy9eiDI5hQoVMpvudObMGbEY2K5dO4uVbs4M4eHhrFOnDgEwf/78ZrFdpVKJEkceHh78/fffzdBT8/P27VsRJJwvXz6zZGy5deuWyGDSokULswf9mQvtILp8+fKZJUPwtGnTCGiyUP36669m6KVliImJEcFk5rD96dOnwiG7UaNGVs8snhaxsbFs27at+L2bavulS5dEwE7r1q31HmMv8/uRI0eKee7QoUPTtf3YsWNCB7H3gJ3OnTsLW/bu3Zuu7dK50hqvPdsuZdFSKBRGZUFdvHgxAU2whbZzkiG7SdvUNVxdXYW2sXXr1nTtJnWDGPUFdtiL7dIzKyAgwKJlNg0hO/Rk801b+FGr1ZwwYYJ4CP344482t+B74sQJkcqxZcuWZitNcu/ePbGQWq1atSyv7W4M586dE56PTZo0sWrNVEcgNDRUpDasVKmS3peoLXDt2jXhudywYUObnLDbC5GRkcL7v2zZslYtsZUed+/eFSmUGzVqlOn7/uuvv4qB1rx582zu2a5NcHCwiFTIrO0JCQkiGrho0aI2L6CGhIQI2xs3bpwp581jx44JR9CJEyfa9D0nNaKFZHuTJk0ybLtKpRK1uHPlymVTEYuGeP78uVlsv3Hjhhgj9e3b12YWsNLi2bNnwpmrWbNmJmUOUKvVbNasGQGwcOHCer/j9jIhlJx5DF0nJUqlUrzPSpYsqfcYe7BdylAlvZuM4c6dO+IcfWms7cFubceOIkWKGB2kEB0dLX4vs2fPNuocWyMyMlLMuRYuXGj0eeHh4WIhfNmyZRbsoeXYsWMHAdDb29tq4xHZocdxN21dR4omBcARI0bYXIbf4OBgli1bloB5s1dERUWJLKx58uThpUuXzNKuOXn27BkrVapEQBNQZO7MHdmNhIQE4cAVEBBg1XJLafHq1SsxbitSpIhN6xC2jkqlEhmvcubMaROlpA0RERHBhg0bivv++PHjTLV39epVEfBnq1lYJaKiosQ8rWjRopmyXTtLi6enZ6pxu60RExPDFi1amMX2R48eiflSmzZtbD5ze1xcnLC9WLFifPLkSYbbkha9nZ2djXIQsDbx8fE6tmfUafft27cie22dOnXsIrA3Pj6ezZs3J6DJzGXqmpoUsOPj42NUwA5p2/P74sWLG/18ljJK2nPATvHixYU+88knn6Rrs4TkBGTPATtSaV8nJyeuXr06XZtJzTtNCkDt0KGDzWv1+lCr1eJ51717d6NtUCqVwum1d+/eFu6lZbh586Yosfnnn39apQ+yQ08237SFH8nz2dXVldu2baOtcvnyZfHAfPfddzOdqefJkyfC89ncpU7MjXb2CnPYnl158+aNSIVavXp1m095ff/+fZ1JnC1P3G2V+Ph4Nm7cWCx+2kO664cPH4oUq23bts2wGH/s2DERoWsvC4Datrdv3z7Djgm9evUiYL7oqKwgODhYPOdNGRhr8+TJE5Hyc/DgwXYzQdC23ZSJoDbffPMNAU32jvPnz5u5h5YjODhYpGYfN26cyecnJSWJKNAuXbqIEjY7duzgyJEj2bBhQxHN2atXL6PblSIhAeiNtlq3bp34XN/2448/pnuNBw8eCNvnzp1rvNHUOIJJ3/X169ebdK6tIGXbyZ8/v0nlIe7evStKb/32228W7KFlSEpKYvXq1cWCsylcvHhRRL8dO3bMQj20HP/88w8VCgWdnZ1NXnyUSm+5uLjY7MKlIdRqNT/55BMCmqxcppZQlkpveXp62uRCfVoEBweL0prLly+3Wj9khx7H3SRdZ9u2bcJJdObMmTY7Bnzx4oV4B5QuXTrTWaHj4uLYtGlTsXBui1lYJcLDw1m7dm1huy0Gk9kDSqWSPXr0EA5ctpqFVSIyMlI4nJUtW9ZmSl/bE2q1msOHDxcLvylLYNgiMTEx4r6XK1cuw2VzQkJCRKCf9lzPlomJiRGZOMuVK5fhMotfffWVWKs4cOCAmXtpGaKjo1mvXj0CYIUKFTIUpJaQkMAqVaoQdhbcGR0dzbp16xLQZAjMiI55/PhxAppg859//tkCvbQM2rY3adIkQzqm5GRQqVIloQ3Yg6YTFRUlMnN17tzZpPFnYmKiyKQ/atQoo8+zJaRsOy4uLibNU2NiYkRwn73o9SmRvrMNGjQwKUO4dumtb775xoI9tAyhoaEi8cKqVatMOldbx1yzZo2Femg5vv/+ewKaIFpTx7N37twRwcf29HwnNc94yUG/f//+VuuH7NCTzTdJ+Fm0aJHwfLaHRYHbt28LUbR79+4ZnsyEh4cLz+e6devahefznTt3dGy3hwh8W0KpVAov33LlytmNkKKdZtWaLw17Zfz48QQ0JZdsPUuLNjdv3hT3/fPPPzf5/IiICBEJP3r0aKrVaotPBp88ecJ58+axR48eLFWqlFhUMDX16s2bN0VteGNK0KREOxJeKrlkadv/+ecfTpo0ibVq1WLu3Lnp5ubG4sWLc8CAASbZf+PGDfr6+hIAN23aZPR5pEbolFLetmvXTkyoLG378ePH+fHHH7NSpUoMCAigu7s7ixcvzo4dO/LIkSNGX+fatWticP/HH38YfR6pybYnOTjs2bNH7Le07SlJSEgQ0deFChUy+jrnz5+ns7MzFQoF//nnH6PPI8k5c+YQ/0YDaafhloQRHx8fke7fWNv37t0rzk1P/OncuTNnz56dajPWqeqvv/4SQq2pZUGk0lt+fn68deuWSedamwsXLojvbEYiDyVnoNy5c9uV7Wq1mkOGDCGgyVCQkdTxUq30PHnypFmf3ta4e/euCEyYNm1ahtoYOXKkXdouRc65ublleOFVimLMkyePTS/Ya6Odha1ly5ZWnbvJDj2OuwEIKl26NF1dXQmAc+bMoa3z9u1b4YxctWrVDC/2Jicni1T7BQoU4IMHD8zcU/MTERGhY7stB5XZKuPGjSMA+vr68uLFi9bujlG8fftWOLLVqlXL5rJn2To///wzAdDd3Z1Hjx61dneMRjugsFOnTiY7WmpHwjdv3lxkabEHXUfb9r59+xp9noR2JLwUeGwvms6bN2/EesPYsWONPk9i5syZwvFTekfYi6bz+vVrkbXD1ICdmJgYUcJm1qxZYr+9aDovX74Uc73vv//e6PNIct++fQQ0ZeW053j2ouk8fvxY6JimLtRfunRJBOzYakk9Q4SFhYnve0acciRnIGdnZ+7bt8/8HbQgP/30k/jOZmRuLpWucnFxMVn/tSbaFSDefffdDAVQSL87FxcXq2V6yQi7du0yudRWSpYtW2Z3tmtXgChWrJhV526yQ0823yThxx49ny9evCi8GTPqxSpF9FSuXNmkqGhro227PXqxWhPtSHgp9akpE4PHjx9z2LBhrFOnDvPly0c3NzcWKFCADRs25Nq1aw2KMi9evOCkSZNYqVIl+vj4MCAggDVr1uTixYuNdiS7cOGCWOi2twGuNTl58qSIhNeO4sqqCeH69etZu3Ztent709fXl02aNDHp/h09elQMdCTHFGMZNGgQAU2qVsnx0dKTwd27d4t3SsmSJUUJoIzUkd61axcB0MvLi/fv3zf6vJcvX+qNhLe07fny5aOTkxMbNmzIMWPGcMKECSIiz9vbm6dOnTLahjVr1hDQpF41JaPU2rVrCWhSkGufZ2nbZ8+ezYIFC7Jr164cNWoUp06dyo8++kicM3PmTKNtWLJkiXDAM3aQrFKp2KhRIwLgxx9/rPOZpW1Pyfjx48Xxpog/JDl9+nQCYJkyZYyOwrty5YpYwPvrr790Pjt69Cjv3r1LtVotMnsYY/vLly+ZL18+vv/++8IJNi3xZ926dUb1NS2GDRtGwPRIPrVazS5duoi/t6GUubbGjRs3hNNiRjNSKZVK4cBXuHBhuyndMXXqVCH8mOq8JpGYmMg2bdrYle3aWUFbtmyZ4Uyb2iVGihQpYhe2S9HVTk5O/PXXXzPcTkrbbX3h/sWLF6xcubJ4tkVGRlq1P7JDj+NuAIIkcXXChAk2m5knJS9fvhRjs4ymnf/iiy8IaEou2XqWFm1evHjBcuXKEbDftPPWQjsS/sSJEyTtR9N58eKFWPjLSMBOdkU7Ev6nn34S++1F09HOoLt582ajzyPJFStWEP868GsHJNqLrnP79m2hY5qyWJ2cnCwyfmgHNdqTpnPhwgURsPP3339n6DzpGUfal6ajHbBz5coVo8+Tyi9VrVpVJzu9PWk6v/76q9AxjZ2rvHnzRmSrXrp0qc5n9qTprF69WozJTM2+OG/ePKER2EsWXm2nxVq1amW4ooKkA3p4ePD48eNm7qVl2Lp1q3D01H4vm8rkyZPtyva4uDizVIBQq9WcMGECAU0GYnuw/dChQ6IChLbDpamo1WoReO/p6WnzTtoJCQlCc86bN6/VK0DIDj3ZfAMQJC0CzZ8/nxKWngybI50fSR45ckRM5E1Nvb5t2zYxoNNe/MkKIYDUpOmaM2cOq1atSm9vb/r4+LBixYocNGiQUQtZ2mnnrf0gsRe0y1NoR8KbMjH43//+R19fX7Zq1YpDhgzhtGnTOHjwYJEFpWnTpqkyRj18+FB46Ddt2pQTJ07kyJEjWbZsWTFRMVSTMyVffvklAU30YUajGLMTcXFx4u+cMhI+KyaE0uCscOHCHDt2LIcPHy6EqO+++85oO6TU0jVq1DB6ofvgwYMENJHwN27cEPstPRl88uQJT5w4IRat0jrWGD788EMCYOPGjY2Oau/Zs6f4vWmfY2nbv/jiCz579izV/vnz5xPQOI8ai1qtFovVxkbyPXnyRETEbNy4UeczS9tuqJ7706dPmTdvXjo5ORk90VEqlSI9d79+/Yw6Ryq1pa9skaVt1+Z///sfFQoFf/zxxwyJP9qRYMaU3tIutTVs2LB0+2as7V26dGG+fPkYHh6eZeJPVFSUcHYwNZIvNjaWDRs2JKCJYpQcdm2Vu3fvirKC7dq1y1QpTW3bS5UqZdMOTWq1mrNmzRJj98xGoGnbXrx48Qy/Z7KC4OBgkaWlXr16GcpKpI12CYciRYrYbKYetVot3oHmelZo216gQAGbXcAPCQkRY9Dy5ctnuMyGOZEdehx3AxAEgN26dRNjRnvRdEJCQsRCd8rxa3rcuHFDCMvapVjsRdPRTjufkUx92RFD5SnsSdPRLp9pasBOdkTbeT9lJLw9aTpS4I0pATsPHz4U/du+fbvOZ/ak6yxdupSAJmDHWB1TqiRQqFAhnSAfe9J0SHLGjBlijmpMwE5CQoJwBh8zZozOZ/ak6ZD/BewYq2NKpbZcXFxSZV6zJ02HJD/44AMCxpfeksoW1a9fP82yRbau6ajVarZu3ZqA6aW3tLP45siRwyTnOWsQERGhU1YwMxUg1Gq1CMjNkSOHjiOfLbJjxw6RUWnBggWZakvbdm9v71RBirZEVFQUmzVrJt5nma0AoVarOWDAALG+u3//fjP11Pzs2bNHZMwbNWpUpoNHtG13d3e32XlQTEyMCCjz8/OziXG77NCTzTdJ+NHO3kBafjJsrnR+5H9p56tVq2b0gsiLFy9EGZuUQpOlbSc1kzIpM1KjRo04ceJETpgwgd27d6e/v7/RIn+vXr0IaOrpyqW30kapVLJBgwYEUkfAmTIxSExM1Pu3TkpKYtOmTQn8lwpWQnLG+Oyzz1L1qXnz5gTADRs2GG2HtIjRp08fo87JzkgevxUrVkwVCW/pCeHJkyfFAqu2aPHw4UORvtbYhdfo6GiWKFGCgHGRfNqlthYuXGjwOEtMBlOSWYee8PBwIZ4aU3pLu9RWWoPrrLBdQqlUCmfC8PBwo8/TdtBJr/SWdqmtjh07pjm4zkrbpTYAmJSJ4/bt22KykF7qVe1SW+mVDbWk7ZGRkSxWrBhbtmxJkhkWf0wpvSVFMaUstaUPY22Xxmi7d+8mmfZvWDp2zJgx/Prrr7lw4UJu3LiRT548Sbd9fWnXtSP5TF2kj4iIkCY2LFq0qM06O1++fFk80xo3bmx0Jqa0iIiIECl/CxUqxJs3b5qhp+ZFpVJx1KhRBDRZWn755ReztBsREcG6desS0Dj0mVqyLSu4ceOGiLgMDAw0m0N2RESEGNvmyZNHJwuhLZCcnCzGYQqFgitXrjRb25GRkeLZFBAQwIMHD5qtbXNw9uxZFi1aVCzyhoWFWbtLJGWHHkfeAAQ5OzvrOI7Zk6YjtZUzZ069C6n60M7eMHDgQJ3P7EnTkTKY6XNKl0mNIf3PnjQdkhwxYgQBsHr16nLprXSQSm3lyJGDISEhOp/Zk6ajPV83JmBHu9RWjx490jzW1nUd7YAdY0pvaZfaSqschz1oOtoOOsaU3tIutZXWPNEeNJ3o6GijS29pl9r69NNP0zzWHjSdV69eiTl/eo5/+/fvJ5C61JY+7EHT0S69tWXLljT7mRKlUimcoby8vHjo0CGTzs8qXrx4IQLrihYtapaAMqVSKQJaPT09bbYU0erVq0XJpSlTppglK6hSqWTv3r2Fc8eePXvM0FPzEh4eLuYdBQoU0AmczgxKpVJkC3R1dbW56jlqtZpr1qyhs7MzAXD48OFmW4NWKpUcOnQoAU3JueXLl9tUltlHjx6JsUuePHlspsSv7NCTzTcAQQqFIpXwb+nJsDm9f7UXuo0tvSWV2mrevHmqvlva9qSkJFavXp2urq56Fx6VSqXRD6/Xr18zX758BOTSW+khldpKL7ONKRODlEgZIubNm6ezX8qyoe/BL2XcSZlSMy20I/nk0luG0S61de7cuTSPtcSEUBqMrl27NtVnUoaC9Caq2phSeksaEKV01kyJJSaDKTHm2LQmg6Ru6a20BLOYmBi9pbb0kRW2S6hUKhEdnLKEVHq2a5feioiIMHiN33//XRyXXtRUVtr+4sULFihQgO7u7nz16pXe9g3ZLpXeKlGiRJpRSn369DH692tJ2/v27UtfX18hNKcl/qRnu5Ryt0mTJgavFxcXJ6JDDx8+nKY9pHG2P3r0iL6+vjply4wRf1Juzs7OHDJkiN4ov/RsHzx4MAHjszNp8+bNG9arV4+AJhWqrUX37N27V2QhaNWqFWNiYszWdkREhCg7FxAQwK1bt9rMZPj58+fs2LEjAU3WuF27dpm1/ejoaLHg4eXlxW+//dYmHN1VKhV/+OEHent7i9+zuUsuxcTEiChIZ2dnzpgxI8OlvMzJ9evXWatWLTFuyWh99bSIi4tjhw4dxHNn0KBBVi9pFR8fzylTpgiRs379+qnmHa9fv+bhw4f5xRdfsEePHqxduzYrV67M0qVLs2TJkqxYsSJr1qzJd999l1OnTuXOnTv58OFDs/yeZYcex90ABJUoUULnftuTpqNWq9m+fXsCxpfekkptFS5cONUY2Z40nbQCj2R00S61lVaGbnvQdEwN2MmuaJfaWrVqVZrH2oOmo116K72AnVWrVhFIXWpLH/ag62iX3kovC4FUzkS71JY+7EXT0S6hFRQUZPAaISEhRpfoshdNR9IxXV1d03TYXbZsGQGwSpUq6QZr24umI5XeypUrl8HsRyTFHP6LL75I0x7SfjSdlStXivtp6hwmOTlZaHxubm5ctWqVzegaJHnp0iWRna9MmTJmLX+tVCo5cOBAMdZZsGBBmpp+VhIbG8uxY8eK78fcuXPNel9UKpVwdlYoFBw7dqxZgt/Mwf79+1m4cGGhT9+/f9+s7WuXoALADz/80CTHUUsRFhbGbt26iX5Nnz7d7L9FtVrNqVOnimu0bNnS6iXl1Wo1V65cKd75+jJix8bG8uTJk/z222/Zt29f1q1bl1WrVmWZMmVYvHhxli9fntWrV2eTJk04evRobtiwgTdu3EhzbcNYZIeebL4BCErP09gSk2Fzij/afTSm9Nb27dsJpC61lVa75rRdWpydOHGiyW3qQ7v0li2XGrAmz58/11tqSx8ZvedKpVKkYEt5DSlFb8qIBJVKxZYtW9LJySmVMJTe4FgSjQoWLGgTCze2iLS4N3Xq1HSPtcSEUCqnos+54tSpUwQ02bX0tW/ovkuRgd26dTPYx7CwMLq6utLJySndDBeWmAymxBwOPeR/jpjjx483eIwketWqVSvdxdyssF1i69atBDRlVlKSnu1qtVqUlEkrskcSmZcsWZJufyxp+/nz5zl79mzOmDGDffv2pb+/P52dnfnDDz+kOjY925VKpRC6DWXpefXqFd3d3alQKIyqT24p2yWns9WrV4t9mRF/IiMjRXp1Q7/j9evXi++7MaRnu0qlYpMmTVKlQk/L9mPHjvG7777jnTt3GBsby+fPn3P79u0iuu7DDz9MdU5ERARv3bpl0PHs/v37BDQRahmZxEZHR7Nly5ZiQjhs2LBMlzfKLG/evBELAtIz3BLv7tjYWOE4A4Ddu3fPVOrnzKJWq7l582b6+/sTAH19fY1yPssI8fHxOn/jJk2amF1oMYXg4GCRjln6LRhbisNUEhMTOXbsWFHDvnLlyrxw4YJFrpUeycnJXLBggSiBU6RIEYvWRNd3PWtl6zl79iwrVKggRMiJEycyLi6OiYmJ3Lp1K9977z3xTsvIFhAQwFatWnHx4sWpFlOMRXbocdwNQFDNmjVpCHvQdJ4+fWp06a2bN2/qLbWlD3vQdOTSW+mjVCpZpkwZAukH8tmLpqOtY8pann4mT55MIHWpLX3Yi6Yjld5KK2hFpVKJ+dTmzZvTtIe0H11n4cKFYpxuiKCgIAKa0hYpHWdSYi+aDkmOGTOGQNpBK1J5rg8++CDd/tiLpkNSLAgbcl5Uq9UsV64cAXDnzp0G25GwF01HrVaLLC6GxjVXr14loMlAFhUVZdAeCXvRdBITE0WGovSc0wzZMXr0aDEPatOmjdXLqicmJvKzzz4TpaYslYVVrVaLdx8A1q5d2+olpv/55x8xBnN2djYqe35GUKvVnDdvnsgGU6ZMmQx9f8xFRESEyJ4DgHXr1uXTp08tci21Ws3ly5fTy8uLgCZA0dyBcKb0ZevWrcyVKxcBzRp6ek7VmSXl9VasWGEVR76QkBC2atVK3POuXbsyLCyMarWaf/31Fz/55BNWqlRJBHCZunl7e7NBgwacOnVqhvVK2aEnm28AgmrUqMG0sMRk2Nzp/Mj/Uu+2aNHCYBvag8T0sjeQlrFdcjK4fv06Hz58yB9++IELFizg5s2bDS5cpWf7Rx99RAAcMGCASf3MLnz++ecENOnA08PYe/7q1SvOnj2bn376KYcNGybSbX/00UepXjgvXrwQ37vmzZtz4sSJHD16NMuXL8+cOXPqjfYxZqFbSttqrrIVjsStW7cIaCL10xMBSPNPCGNiYsQgRB+vXr0SAzRt0rvvz58/p4uLC52dnQ0+L6Xa3ub4vmdkMpgSY45NbzJIakQFQJOBRp+XvlqtZvXq1QmkH+1GZo3tpGZRN0+ePHRxceHJkydTfW6M7VIZsQoVKugd0JrqAGFJ26U649KWI0cOg+KFMbYvWrSIANiuXTu9ny9evDjNz1NiCdvDwsKYJ08etm3bVmd/WuKPMbZLNedHjBih93Mp3au+d4g+0rN96dKlBFI7T2VE8Hz8+LFw4shIjWHJQc2USGdtkpKSOGfOHLq6uhLQlCSzVraevXv3skCBAuI3+tVXX5klKsMQarWaK1asEA5huXLlskq2ntDQUHbu3Fk8C1q3bp0lItzu3btF9kprZOtJmZUnT548RgnT5uDEiRNiPCpl67GUE5E+rl69KrLyAODgwYOzLGPOtWvXdK49cODAVGU5LMWLFy84adIkIeqULVuWp06d4uPHjzlz5kzxfZQ2T09P1q9fnyNHjuS6det4+vRpXr16lXfv3uW9e/d4/fp1Xrhwgbt27eKMGTPYpk0bkX1Q2tzd3dm7d2+ePn3apN+27NDjuBss5NCT1ZqO9HnevHnTdHyVSo+nl72BtB9NRwrYqV69uk1FotsK+/btI6BxgjBX9gZrazrkfxlgJkyYkGZfsyPx8fFicefMmTPpHm8vmo5KpRIOvvv27dN7zIEDBwhoSrkYM2+wF10nMjJSjJENLVBL2SmMKU9lT5pOepqNqQ4Q9qTpSGW1CxYsqLfEoPbnxmQjsSdNZ/Xq1QT0O4KR6Ws+KbEnTUdyUNPnEGQM+oKDVq9ebZUx0qVLl0Q5VwAcOXKkxYPGDh48KMq/urm5WSVbT2xsLMeNGycChypVqmRSSd2McuHCBbHmZa1sPdpZedzd3bl48WKL6ngS9+/fF1nqpN+PdkllSxMaGqqTlScrM+akzAjUsmXLDD17MkJsbCy/++47kZUnV65c3LJlC9+8ecNly5aJEs7S5uzszKpVq/KTTz7h8uXLeeLECV6+fJm3b9/mgwcPePPmTQYFBXH//v2cP38+u3XrxmLFium0AWicFffu3WvSd0t26MnmW3rCD2mZybAl0vm9fftWeDHeunVL7zHpDSKzwnZfX196eHhwyZIlwqtX2ry9vblmzRqTbb99+7YQiNMqJ5UdSUpKYsGCBQnAqMU8Y++55DAibVIkrqHv1du3b9m1a9dU5wwePFjvApcxE4MVK1YQSB0RJPNf9MugQYOMOt7cE8Jnz56lOfFLSkoSg3JtjLnvPXv2JKA/tbNSqRQDfmMi1LNiMpiRiaMhateuTUC/A8Pp06cJaFJSp5XOViIrbNcWfo1xIjVEUlKScAj43//+l+pzKWLU2BJFWWF7fHw8b968KaJqhgwZYlTfUpJWBh7tDD6GxNCUWML2jh07MmfOnKkiNdJ6BhhDWtFa6Tm46SMt2+/evUt3d3d+8sknqT7L6G9YWmzLSPTO3r17CYClSpXKlDPGlStXRFSc9D3MqkX+e/fu8eOPPxbXbtCgAe/evZsl1ybJhw8figVHQFPC5H//+5/FBbCXL19y4cKFVhXewsPDhbM7AFarVo0//fSTWUucpSQ2NparV68WjqUA+P7772c4k0pm+qGdrScgIIATJ060WLai5ORk7tmzRyx6A5osOYcOHbLI9dLri3a2HicnJ3bu3JmHDh0yu1OXWq3myZMn2atXL3E9aS5w6NAhdunSRSdqq1KlSvz222959erVDAmxarWaISEh3L59O9u3by/uLwDWqFGDq1evNqpd2aHHcbf0dB170XTUajWrVq1KwHDQyosXL+jm5kaFQmGUwGwvmk58fDxz585NADx16lS6dmU32rVrRwBcvHhxusfak6ajPabPSidce2Djxo0EwJo1axo1jrQnTSe9oJROnToRAOfPn2+wDW3sSdeRysPrc2B4+/atyK6esryFPuxJ0yHTDlr55ZdfCBhfosieNB3t4Opff/011efpZfBJiT1pOrGxsSL7YMpya8ZkZU6JPWk6ISEhdHJyoqura6Yy2aQMFGrTpo3e8peW4OXLl5wxY4YY65UoUUKvJmspIiMjOWjQIGF7zZo1uX37dqPWNDODpG1oBwtNnz49SytEJCQkcObMmSJbT+HChTl//nyLZEWSUCqV/O2330RJc0CTlefmzZsWu6Y+VCoVv/32W7HO7e7uzr59+/Ls2bMWuZ4+bcNaWXJSZgcCwHfeeYebN2+2yPfvzp07HDt2LHPmzCmu17VrV/79998cNGiQuAeAxp9g9uzZPHPmTIbH7K9eveL+/fvZr18/kZ0V0DhwL1iwwKiAOJt36AHgBqAgAH9LtJ/dt/SEH9Iyk2FLpPMjKV5yY8aM0ft59+7dCYCfffZZmrZImNv2hIQE8SIEwEmTJjEkJISvX7/m2rVr6ePjQ4VCkcrxxBjbpfISX3/9tVG2ZRekmrXlypUzy6QoJUqlkiEhIfzmm2/o6+vLevXq8fXr1zrHPHz4kFWqVGHp0qX5559/MjIykqGhoVyxYgW9vb2ZL18+BgcHm2xbdHS08By9cuWKyec7KjExMWLClF4JPglzTwiNFX/c3d2N6p82x44dIwDmz58/1TPmt99+IwCWLl3aqMWrrJgMmtOhRxLC9ZUYkqIbp0yZYlRblrb9xYsXrFSpEgFw2bJlRvUpLWbPnk0AfO+993T2x8XFiYXzc+fOGdVWVosAQ4YMIQDu2LHDpPMkpHs7efJknf1//PEHAU32FWO92c1t+4YNGwiAGzZsSHVOZsUf8r966j/++KPOfinta1ol6FKSlu27d+/Wuyinb5PS06eHVF974cKFRvdRQqlUsmjRogTSL6WRHimz9Tg5ObFTp048cOCA2Rf59QkAWZGVxxAps/UAmkxf3333HSMiIsx6nVOnTukIAEDWZeUxxO7du5k/f37RH19fX44ePdqg439GuH37NseMGSPGHQCYL1++LMvKY4i///6bgYGBOnOTtm3b8vfffzfLdzEsLIzz5s0TTsTSd33EiBFZlpXHENevX+cHH3wgfvOAJl33V199xZCQkEyJUs+fP+fKlSt1IjQVCgU7duzIw4cPi6hyQFNC5YMPPuCJEyfMLoQFBwdzypQpOkJX7dq1eePGjTTPs5ZDj6zpWF/XsSdNRwpaadCggd7PpZItHTt2TNMWCXvSdKZMmUIAOtlDZMgHDx5QoVDQ3d3dKEdZe9J0yP+CVsxVvs5RqFevHgHd8jdpYU+aTlpBK48ePTJ5EdyedJ0rV64Q0B+0IpU5bNmypVFt2Zumk1bQilRmPeW83xD2puksW7aMQOqqCk+ePKGzszNdXFz47Nkzo9qyN01H0kUGDhyos3/58uUE0i5BlxJ70nRICkccY50TDZEyWw8A1q9fn5s2bTIqoNPUa506dYoff/yxjraRFVl5DKGdrUdaD/j000/TzIqZEfQ5N2RVVh5DXLhwQTj7A6Crqys//PBDs86xw8LCOH/+fKFBApqkCVmVlccQ9+/fZ4cOHXSCeWrVqsW1a9eaJWNRdHS0Xm2jS5cuWZaVxxBhYWEcNWoUfX19Rd/y5MnDqVOn8vr165m6L2/fvuWvv/4q1tKlrV69ety2bRvnz5+v89tv3rw5d+7caXZHuvDwcC5dulTMnQHjSsjbnEMPgBwABgHYDiAMgEprSwRwHsAiAHXNcb3svqUn/JCWmQwbIrPp/C5dukRAU2s3ZRTu06dP6ezsTGdnZ7MMEvWRnu2xsbHiB9q9e/dU53/77bcENPWhTUWq9VqmTJksLS1g60jR6cZOvjKakpskt2zZQiB1pIk0adDndCNNWNNKw5wWUqm5oUOHZuh8R2TVqlVicG8s5p4QZjQ9szGo1WpWrFiRALh9+3adz6QI+S+//NKotrJiMmhOh564uDgGBAQQ0HVeefXqlYjUNVZItaTtz58/Z4UKFahQKDIdxSUhvcNSCh3r168Xg3pjyWoRYM+ePXqfjcYiZV/KlSuXjkd+ly5dCIBffPGF0W2Z23YpG5gxmzHl/1IivVe0x2qJiYkictGUjC9p2X7p0iUOGDBA7yY5RLz33nscMGCA0Y6S9evXJwBu27bN6D5qI5UP/OijjzJ0fkquXr3Kjz76SGeRv1SpUly6dCnv3r2b4bGTSqXirVu3UgkAHh4e/OSTT7I0K48hnj17xtmzZ4tMX4Amg8CgQYO4bds23r9/32QxJCoqisePH+fSpUt1stIoFAp26NCBf/75p02UDElISODmzZv5zjvv6PweGzRowMmTJ3P79u188OCBUX1Vq9UMDg7mjh07OGXKFOFwpy0AbNy40eyiYmY4d+4c+/XrR3d3d9HPgIAAtmrVilOnTuWOHTv48OHDNO2Pj4/nmTNnuHz5cvbv35/VqlUTC9mAxon4q6++Mnq+l1WEhoamcjoCNJn8WrduzWnTpnHnzp188OABIyIimJiYSLVazaSkJEZGRjIkJIR79+7l7Nmz2aFDB53fD/4VlKZNm8aHDx/ywIEDIiW3m5sbZ86cydDQUIvbGB8fzw0bNuhce+HChQaz9WSVQ4+s6diermNPmo520ErK85VKpUhXvn//fqPasydNJzg4mAqFgm5ublmaXt/WmTx5MgGwT58+Rh1vb5qOFLRSu3btDJ3viAQFBQlt11rZSC2p6ZCGg1amT59OwLQyNfam6+hzXlGr1SxbtiwBcNeuXUa1Y2+ajqGglWvXrhHQ7+RkCHvTdLSrKmhnX5o7d67QGozF3jQd7aoK2mtVdevWJQBu3brVLLbboqZz8OBBApoga3MQGhrK0aNH6wTT5M6dm1OmTOGlS5cyvOAuZUNduXKlXm3jxIkTZul/ZoiKiuL3338v1gMAjXN5t27duHbt2gxlgk1ISOD58+e5YsUKtmrVSue7XrduXW7YsCFLs/IYQqVS8eDBg+zcuXOqLLhSGetr164ZbX9YWBj/+OMPzpkzhx06dNDRCEuXLs0vv/zSprSN+/fvc9KkSWI9BNCUl2/QoAFHjx7NDRs2pOvkkpyczGvXrnHdunUcOXIk69evL3TllNqGLaHP6QjQ6JkNGzbkmDFjuHHjRt64cYNv3rxhfHw81Wo1lUolo6OjGRoayiNHjnDRokXs2bOnjvOM9FweOHAgg4KCeP36dZ0y7v369cuS7EwqlYoHDhzQufagQYMMBsrZjEMPgEIAVgCIBqD+d3sD4CaAfwAEAXgEIPnfz1T/7vvQHJ3Prhss4NCjjaHJcFpkJp0f+d9gY9WqVTr7pewGPXr0MLotS9guefht3rw51TlPnjwhAObMmdPk6yUnJ7NQoUIEwMOHD5t8viMiRdl5eXkZPejOzD2PiIgQAwqJqKgoAprFE31I0SmVK1c2+XokeePGDfEiM2e0vT0jTYo2bdpk9DmWmAxLv0d9UZinTp0ikPFyad9//z0BsFWrVmLfixcvCGgixIwdeGbFZNCcwg/5X3mp0aNHi31SOu7WrVsb3Y6lbH/y5AnLlClDhULBlStXZthOfUjRLdrtSu/M7777zuh2sloEkCKPDGXPSw/tFM1nzpwR+6SyBCmjGtPC3LZv3brV4DnS+0f6d0ZScsbHx9PFxYUKhUJEA128eJGAxoHXFDL6fkvrN6xP2FCr1VywYIEQV1JOQoyJUCf/c9IuXbq0Sf1Nj7CwMC5YsEDH+QbQZG9p2rQpJ06cyC1btvDWrVsMDQ3l27dvGRsby7dv3/L58+e8fv06N23axLFjx7JRo0Y62W9sVQCQSEpK4o4dO9isWbNU76+cOXOyefPmnDx5Mjds2MCdO3dy3759PHDgAPfs2cMtW7bwq6++Yq9evVi+fHmdKCFbFgC0uXTpEgcPHqyTNlfa/P392aJFCw4ZMoRjx47ltGnTOG3aNI4dO5ZDhgxhy5YtdQQUfQKALaMv+kd7CwgIYOXKlVm7dm02atSI9evXZ40aNVi2bNlU5WQk8bBLly4WKWdlbqSyYB07dtTJaJORzdfXly1btuTPP//MhIQERkRE6GTlqV27ttEp882Jvn7oy9ZjaYceWdOxXV3H3jQdKWglZXmP33//nQBYsmRJo5899qTpkGT79u0JmOaw7sjEx8eLZ7c0D0gPe9N0MpJx1dEZPnw4AXDs2LFGn2Nvmo520Ir280yao/z9999Gt2Vvuo5UXko7E5ukbebLl8/oRVl71HTmzJlDABw8eLDY99VXXxEwvoQ6aX+aDklREvn7778X+6TMtimDFdPC3jQdksJJRPpdJyYmirGEKVq+vWk6SUlJIrDEnGsWMTExXLVqlY7zDaDRw+vUqcNhw4ZxzZo1vHTpEp89e8Y3b94wNjaWERERDAsL471797hr1y5Onz6drVu3FtqitOXOnZtTp061SW1DrVbz2LFj7NmzZ6p5uqenJ+vVq8cRI0Zw1apV3L59O/fu3csDBw7wt99+47Zt2/jDDz9w0KBBrFmzpo4ji71oGyEhIZwxYwbz5s2rV5upX78+BwwYwNGjR3PKlCmcMWMGx48fz2HDhrFTp07iva69SaW6Dx48aNPaRlxcHDds2MA6deroHb94eXmxYsWKDAwMZIMGDdigQQMGBgayYsWKOs472ts777wjtA1bRsqc1bt371QBW6Zu7u7urFu3Lr/55hu+ffs2Vel2Y7LkWAJj+2ETDj0APgcQ86+w8yeAPgBKGTjWC0BTAAsBPP5XCDoDoKo5jMhuW3rCD2n+yXB6ZDad36ZNmwjoRrOr1WrxYz969KjRbVnC9ipVqhAA9+3bl+ocKQIkIylbyf8mBh988EGGznc0pLrU5poUpYc0Aa1WrZrYFx4eTkCTdj8xMTHVOUeOHEn1fTWVBg0aEDA+isWRkRa/nZycTEqFaYnJsBRxtXbt2lRtzpo1iwD46aefZsjOsLAwApoIHmmwKZUfatSokdHtWGIymJFjjZ0MkuThw4cJ6GZgkiJqTEnjagnbQ0JCWLJkSTo5Oem97/owxfYvv/wylfhTvnx5AjApBaolbD927Jjeic/9+/dZsGBBAuChQ4d0PjPF9j59+hD4r259SEgIAc0ivClZQLLiOy8BGE7PbIrtKcUfKQuZMVGbu3fvZt++fdm3b18hlpUsWVLsmzBhQrptpGU7AJYtW5a9evXi5MmTOWTIEFauXFlMJvVNPqQo5PSimLXFn4xEwqWHUqnk3r172bVr11SZN0zdihQpwp49e9q8AKDNjRs3OHv2bLZv35758uUz2WZXV1fWrFmTgwYN4i+//GLzAoA2b9++5e7duzlz5ky2bdtWrxhkaMuTJw/btGnDGTNmcNeuXXzz5o21zTEJKfpw165dnDFjBtu0acM8efKkabOTkxMrVarEPn36cNmyZTx58mSqTKj2glqt5qNHj7hz505OmzaN7777LgsUKMAcOXIIQdTZ2Zk+Pj7MmzevjpNfykxewcHBwkEqvcw4WYV2piB3d/dUUdeWdOiRNR3b1nXsTdPRDlrRzlYgZWdcvHix0W3Zm6YjzelMddx2VP766y8CYJUqVYwe89ujpjN69GgC4IwZMzLchiMhRWJb26nFkpqOWq0WC4tSOVgpSMvHx8ekOYW96TqvX78moFl8lcZOUpBWt27djO6/PWo6x44dIwAGBgaKfZIT7IoVK4y2wR41HanslpQpSztIy5SShfao6UjOQd988w1J04K07FnTIf8rK2nKepyxqNVqnj59mp988glLly6dKU0nV65cbNOmDTdv3mw32sbz58+5dOlSvvfeeyxZsqTJNisUCpYvX569evXi8uXL7UrbSExM5KFDh7hgwQJ2796dxYsXN9puHx8fNmrUiOPGjePmzZutWiY+o7x69YoHDhzg/Pnz2a1bN5HBNK2tRIkS7NGjBxcuXMhDhw4xPDzc2mZkmBcvXnD//v2cO3cuu3TpwmLFitHX11c4wygUCnp5eTEgIEDHye/y5cs6mbyioqLYvHlz8TdKKzNOVpEyU9C8efN05kDm1HRckHEmQRPJtYRkaFoHkowDcAzAMYVCMR1ABwCfAegC4Gom+iBjAZ49ewYAcHEx/utx9uxZAEDJkiUzdM0ePXpg4MCBuHjxIiIjI+Hn54dnz57hyZMn8Pf3R9OmTTPUrqkYsr1Fixa4du0arl+/jvbt2+t8dv36dQBA8eLFM3TNbt264dNPP8Xp06czdL6jceHCBQBAo0aNzNbm2bNnUaVKFXh5eensj4mJwZgxYwBA577mypULFSpUwK1btzB37lzMnTtXfJaQkIB58+YB0HwvtImMjERoaCj8/PxQoECBNPvUqFEjnDx5EkFBQejatWum7LN3rl69CqVSiYoVK8LHx8csbVavXh2rV6/W+1nTpk0RFhaGBQsWoHTp0jqfDR06FJs2bcL8+fPRpUsX+Pv7AwAePXqE5cuXw93dHZ988onOOcbe93z58qFw4cJ4+vQp7t27h3LlyiEoKAgAUKtWrTTt2bNnD/bs2QMACAsLAwCcPn0a/fr1AwDkzp0bS5cuTbON9JDaAoDbt28DAKZMmYIcOXIAAAYOHIiGDRuKY3bv3o1PPvkEffv2xfr169Nsu2bNmgCAy5cvQ6lUwsXFRfzWAwMD0zzX0rY3adIEjx49QmBgIEJCQvDZZ5+lOqZfv346z3hTbJfsk+51dHQ07ty5A1dXV1SpUiXNcy1te+fOnZEzZ07UrVsXRYoUgVKpxIMHD3DgwAEolUqMGjUKrVq10jnHVNs3btwobJf+GxgYCIVCkea5WfGdNxVTbK9VqxYuX76MoKAgNGzYUMf29Lh8+TI2bNigsy84OBjBwcEAgGLFimXK9okTJ+LcuXM4evQo3rx5AycnJxQtWhQjRozA+PHjMzyWAwBXV1dUrVoV58+fx8WLF9G8efMMt6UPZ2dndOzYER07dgQAhIaGIigoSGzXr19HbGwsEhISkJiYCHd3d3h6esLHxwdVqlRBYGCg2PLmzWvWvmUFFStWFM8oknj+/Lmw/f79+0hISEB8fDyUSiU8PT3h4eEBf39/1KxZE4GBgahcuTLc3d2ta0QGyZkzJ7p06YIuXboA0Nj/9OlTBAUF4fnz50hISEBCQgJICtsLFCiAwMBAFClSJN1nji2jUChQtGhRFC1aVIwZpfv/+vVrcd9dXFyE7cWKFYO3t7eVe24eFAoFihUrhmLFiqF79+6pPler1XByckq3nZs3b6JVq1Z4/vw5qlWrhp9//hmVKlWyRJdNonXr1rh+/TrGjBmDDRs2oEePHli7di369OmTFZeXNR0HxRqaTsWKFREYGIigoCCcP38ezZs3B0mcOnUKgEb3yAqsoem0bt0aXl5euHfvHl6/fo1cuXJlqB1HQVvTMdf711Y1nW+//VaM87MzCQkJuHHjBpycnFCjRg2ztGmLmo5CoUCtWrXw7NkzBAUFoXz58uL+16xZM93xiD3rOgEBAShRogQePnyI27dvo3LlytlG05G+09euXUNSUhLc3NyMnt87gqYD/KflPHnyBOHh4fD390/3nekIms6aNWv06lnpYc+aDqCx8fz587hw4QKaNWuWqbZSolAoUK9ePdSrVw8AEBERgYsXLwpd4/Lly4iMjER8fDwSEhLg6uoKT09PeHl5oVy5cjqaTrFixexunl+gQAFMmDBB/PvNmzfC/ps3byIuLg7x8fFISkpKpWfVqlUL1atXF89ze8PNzQ2tWrXSeSa9fv0aQUFBCA4OTqVneXp6IiAgADVq1EDZsmWNmvPbMrlz50br1q3RunVrsS88PBxhYWHCdoVCAQ8PD3h4eKBgwYIICAiwYo/NS968edGmTRu0adMm1WdqtRoKhSLd3/Pr16/Rrl07nDt3Dvny5cPGjRvx7rvvWqrLRlOpUiWcPn0aixcvxsyZMzFz5ky8ffsWS5YsMf8zKqOeQAAKZtabCEB+c3glZbcNZsjQc+bMGb01jaOjo9myZUsC4PTp03U+s2Q6PzK1969U67VFixbpnquNJWy/desWXVxcmC9fPj558kTsj4+PZ4sWLQiAs2fP1jnHWNuVSqUoI/Dq1SsjrXRcpKjZy5cvp3mcKd7unTt3pp+fHzt16sSRI0dy8uTJ/PDDD5kzZ04CmlR1KTPDHD58WHiI1q1bl+PGjePQoUOF92zp0qVTecWa4u2+Y8cOAmCbNm2M/+M4KD/88AMBsE+fPukea+koB5IcP348AbBw4cIcO3Yshw8fLlKG6yuRZMp9l8ov/fzzzyTJTp06EdCf+l0bqfygoa1YsWKZtjut9gFw3bp1GbabJEuUKEEAvHr1qknPPUvbnp7dAPi///0vw7ZHRkYS0GQCSExM5IkTJwiANWrUSPdcS9v+zTffsF27dixatCg9PT3p5ubGIkWKsEePHjr14bUxxfaTJ08S+C9adsaMGQTAqVOnpntuVnzn9QEYjuYyxfYff/yRANi7d2+SFJ76Kb9LjsjQoUMJmBaJLyMjI2NJrl+/LsZyjRs3tnoElz7UajVnzpwp3nOrV68mafEMPbKmY8UtPV3HHjWdlGMA7VJW5szOaGuaDvlfBl5rpHu3NXr27EkAXLNmTZrH2bumExwcTECTCdCU77cjcvbsWQLGZQWzd01HyrI+btw4vf9OC3vXdXr06KHThvTcM6QdZJXdltZ0SLJs2bIEwKCgIEZFRVGhUNDV1TXdrCD2runExMTQycmJzs7OjIuL465duwiArVq1Svdce9d0zp07RwCsWLEiSXLIkCEEwCVLlhjdF3tFyjD9/vvvW7srMjIyMiQ1mQKrVq1KQJO56P79+9bukl62bdsmSuONGDGCarXaNkpuyZvtCT+WngwDlk3nN2zYMJ2BkZQKdfLkyemea2nbyf/KpgQEBLB///4cNWqUGNDXrVs3VU1WU2w3dhLk6Lx9+5aAJtW1dio1fZgyMdi3bx8/+ugjlilThr6+vnRxcWGePHnYokULrly50mCq/StXrvDjjz9mkSJF6OrqSg8PD1asWJHTpk3TW0pEFn8yhpTGdNmyZekem1UTwvXr17NWrVr08vKij48PGzduzN9//13vsZkRf1Kma3ZktMUfKS160aJFrd2tLEFb/Pn6668JaFJCOjqxsbF0cnKii4sL4+LixPt5x44d1u6axZHEnwoVKmS41rq9Ios/MjIytkRwcLAoOdC2bdtUczZbY8mSJQQ0ZdN27NhhUYceebM9XcfeNZ3Vq1frjAFMCdKyd01HKr9kSjlhR8XYIC1713TUajX9/f0JwC5LP5gTU4K07F3TSVk2XQraSi9IyxFYuHAhAXDkyJHZLjj1o48+IgD+9NNPIkgrMyX77IlKlSoRAM+cOWNSkJa9Ex8fTxcXFyoUCkZHR4sgLUuUobI1pPJipUuXtnZXZGRkZBgdHc26desSAMuVK8enT59au0tp8ueff9Ld3Z2ApjSv3Tn0APAH4J0V18oOmyGHHktPhidOnMjGjRuzQIECdHd3p6enJ8uVK8cRI0bwwYMHqY4nMyb+fPDBByTJtm3bEgC3bduW7rlZIQRI5zZr1oy+vr50d3dnhQoVOGfOHL3CsCz+mI5Ua71OnTrW7orFUavVDAgIkMUf/ldr/Z9//rF2VyyOJP40btyYYWFhBEyvtW6vaIs/Gam1bs98+OGHQvzp3bs3AdNqrdszkvhz9uxZFihQgAAMjhkcifj4eDo7O1OhUPDatWsEwOLFi1u7W1mC5MxUtWpVa3dFRkYmm/PmzRuWLFmSANikSRObd+aRkBzAXV1dJWcDqzv0yJpO1ug69q7pXLp0SWcByJQgLXvXdDZs2JCt5jeGMCVIyxFo1aoVAXD37t3W7opV6d+/P2FkkJa9k1LHKVy4cLYJ0jp06BABsH79+tkuSEtyCB0yZAi/+eabbBOkRZJ9+vQhAC5fvpwdO3YkAG7fvt3a3coSJL36zJkz9PHxIYBUmd0ckaSkJDo5ORFAtniXy8jI2C4qlUoEexQrVkwn06ot89tvv9HZ2ZkAWKRIEdtz6AHQAsBiAP5a+/ICOA5ABSARwFfmul523gw59Ng72uKPWq1m3rx5CcBm02eZE1n80bB48WIC4PDhw63dlSxBFn80L2UXFxcCYExMjLW7Y3FCQ0MJaNLOHz9+XESDZgckZ6ZWrVpx3rx52Saqh/xvgWLmzJls06YNAfDPP/+0dreyBMk5948//qC3tzcBMCoqytrdyhKkiN1jx44R+K/0mKNz+/ZtAmCZMmWs3RUZGZlsTt++fQloylxKZYR27NjBkSNHsmHDhsyRIwcBw2V9Hj58mKaDQVqZyNavX8/atWvT29ubvr6+bNKkicHMAClRq9UcM2YMAUgZ3rLEoUfWdGRdJ7MkJSWJaMSIiAi2a9fO6CAte+f69eupHI+yI1KQVnaZ406dOlXM87IztWvXJgC9Zf0cESnznxS44ebmli2CtCRnpoCAAO7fv58A2LJlS2t3K0v4/fffCWiyPUpZaubOnWvtbmUJUknYzz//XGTHyg6lxEmKMp4HDx4UDi5pOQ07EtlNv5ORkbFNvv32WwKa0tBSZkZ70HRIioB2hUJhNk3HBeZjFIDKJCdr7VsKoBGAewByABijUCjOkNxuxuvKOAiVKlWCu7s77t+/j0ePHuHly5fIkSMHSpYsae2uWZwaNWoAAK5du2blnliXJ0+eAABKly5t5Z5kDWXKlMHhw4fx9OlTa3fFaiQkJECpVMLT0xPe3t7W7o7FyZUrFwAgOjoa8fHxAABfX19rdinLyJEjBwAgPj4eCQkJAAAvLy9rdinLkOxMSEgQ993Dw8OaXcoyJDu173t2sz0qKkrn346OZKd0v2VkZGSswR9//IENGzbAw8MDW7ZsEeOtefPm4cqVK/Dx8UHhwoVx+/btdNuqVq0aunTpkmp/5cqV9R4/ceJEfPnllyhcuDAGDRqEpKQkbN26FR07dsR3332HkSNHpnk9hUKBJUuW4MSJE7h06VL6xpoPWdORyRSurq6oWrUqzp8/j8uXL+P69esA/tM7HJny5cvDw8MDISEhiI6OFnOf7EZ21HSA/+zOrkRHRwMAcufObeWeZA25cuXC8+fPER4eDgDw8fGBk5OTlXtleaTnWlxcXLbWdLKrrpGd9azY2Fio1Wo4OzvDxcWcy6m2i4eHB2JjY5GQkJBtxzQyMjLW5cGDB5g6dSoA4KeffhLzC3vQdACgd+/eOHr0KNavX5/uscZizjdQNWgitwAACoXCE0APAIdJtlYoFDkAXAMwFIAs/sikwtXVFXny5MHTp0/x7NkzAEBAQAAUCoWVe2Z5AgICAAAxMTFW7ol1yW4TQk9PTwAQE6LsSHabDLq4uMDJyQkqlUr83qXvgaOj7diR3e679m9des65u7tbs0tZhrYAolKpoFAo4OrqauVeZQ3SPY6LiwOAbCP8uLm5AQCSkpKs3BMZGZnsytu3bzF48GAAGrGnXLly4rOvv/4ahQsXRunSpXH8+HE0a9Ys3faqV6+Ozz77zKhrnzp1Cl9++SVKlSqF8+fPw9/fHwAwadIkBAYGYuLEiejQoQOKFy+eZjuurq5Yv349qlWrZtR1zYSs6chkmoIFCwIA3rx5Ixb5Jb3DkXF2doafnx8SEhIQExOTbRe/squmk90d2bPr/D4yMhJA9rFb27FDmuNmRz0ru2k62npWYmIigP/m/I6OdI9jY2MBINtoWYCs68jIyFgXtVqN/v37Iy4uDh988AG6du0qPrMXTUfq688//4zk5GSjrp0e5nQfzwvguda/6wLwALAeAEhGA9gHoFyqM2Vk/iXlpCi7TAxkEUCDJALI9z37IE0Gs8tEWKFQpFrkzy4TQsnO5ORkqcxAtnDYBCCi9dRqtfh/6W/g6KjVagAaZxaFQgGSUKlUVu5V1iAN1qUFjewihGS3iEUZGRnbY9y4cXj+/Dnq16+PsWPH6nzWrFkzlClTxmJjkBUrVgAAZsyYIYQfAChevDhGjBiBxMRErFu3zqi2qlatigIFCliknwaQNR2ZTKO98CfP77Mf2fWeZ+cgLSD76TrZVdNxcnISeoZSqQQgazrZAUnTcXZ2Ft916f47Oik1ncTExGxz32VdR0ZGxposX74cJ06cQN68efHdd9/pfGZPmk7OnDlRtGhRs/XNnA49iQC0Z2yNoKlDdkJrXxQAxw/Nkckw0iBBiuTKLpNByetZmgRnV7LLoFhCeulIk6PsiPTdN5eXqj0g2SqVGMsugq/0fPPw8BDP+uzyzNMWtrNbOSLJzuxsu1TmJbvZLQs/MjIy1uDIkSOi1Na6devg7Oyc6TafP3+OlStXYsGCBVi5ciWuXr1q8NijR48CANq0aZPqs7Zt2+ocI7F+/XooFAr069cv1Tn58+fPRM9NRtZ0ZDKNtoOD5Mws6zrZh+yq6WQ3u1OS3XQd6dkmaTrZ5TevVCqFQ0t207Oys66hnYEruzmuSnZ6e3vDxcUFJLPNc07WdWRkZKzF06dPRamtFStWmKWkqzU1HT8/v0z0XBdzOvQ8BNBc69/dAdwj+UxrXxEA4Wa8poyDIXl4S4OF7BLNLtmZXVJWGiK7TQyyW/SaPrTT1mYHlEollEolnJyc4OPjAyD72K4tAmS3+65PAJFS9jo62qm4pagmKQufI6NdVi9PnjwAgFevXlmzS+miVqvxzTffoFy5csiRIwfq1q2LI0eO6D32xo0bcHd3x/Lly1N9JtkpOTLJyMjIZCVffvklAE00lXaprcxw+PBhDB06FDNmzMDQoUNRrVo1NGvWDI8fP9Y5LjY2Fs+ePYOPj4/ezDplypQBANy9e9foa2dx5Lus6chkGknTcXFxyXblGmRdR9Z0sivZdX4vLdBkN7s9PT2zXXYqfXpWdtN0PDw8spWmAwBRUVEANN95Sd+wZV3HXJpOTEwM4uPj4eLiIjv0yMjIZDkrVqxAXFwcunTpolNqKzNYU9MxJ+Z06NkAoIpCoTirUCj+BlAFwC8pjqkJ4I4ZrynjYEiT/uw2KdL29M/OZDcRQL7vGtsVCoVOLWZHRpr0ent7i5R9L1++tGaX0sVcE0LJTj8/P+TLlw8AEBISYrmOmwFz2S7ZmTdvXlFf9fbt2xbrtzkwl+23bt0CoElLWb58eQBI0wve2pjL7rt37yIxMRFFihRB+fLl4efnh7CwMISGhlrahAzz/fffY9y4cShWrBgGDx6M0NBQtG3bFleuXNE5TqVSoX///qhXrx6GDx+eqp2LFy8C0JSKkZGRkclKHjx4gAMHDsDd3R3Dhg3LdHteXl6YNWsWgoKC8PbtW7x9+1bUaD927BhatGihs5gjjfMMRWBJ+yMiInT2d+3aFbdu3cLChQsz3edMIms6MplGX2ZKeX6ffciu9zy7L3hK2VqyyyK/ZGfu3Lnh7OyM6Ohom/7Oy5qOrOlkJ00HMI/tKpUK165dAwBUqFAB1apVA/Cf3mGLmEvTuXTpEgCgcuXKZsl2KiMjI2MsSUlJWLVqFQBg/PjxmW7P0TQdczr0/AhgK4BaABpAU1t9kfShQqGoA6ACgGNmvKaMgyH9eAICNFm8IyIiskXqWukBIHm6Z1ckr8eHDx9auSdpY65JkWSnNBHOjjg7O6Ns2bIgievXr1u7OwYx1z2XJlEVKlRApUqV4OTkhFu3bomIF1vE3Iv81atXR82aNQEAFy5csLwBmcBctgcFBQEAAgMDERgYqLPPVjGH7S9fvsTTp0/h4+ODsmXLolatWgBs23ZL3HMnJyfxnbdl23/88Uc0a9YMhw4dwpdffonjx49DrVZj5cqVOsd99dVXuHbtGlavXq03c4Rko3S/ZWRkZLIKqdb5Bx98gFy5cmW6vbx582LOnDmoWbMmcubMiZw5c6Jx48Y4dOgQ6tati/v372P16tUmt5vy2enn54fy5cvrjQDLYmRNRybTSJqOp6enyEj69u1ba3YpS1Cr1UIAzs66TnbVdLK4PKLNUaFCBQBINWeyNcxx3yMiIhASEgJ3d3eULVsWFStWhFqttmnbLaHpVK5cGa6urrhz5w6io6OzxI6MIGs6su0Ztf3u3buIjY1FkSJFkCdPHruwXdZ0ZGRk7J1du3bh5cuXqFy5Mho2bJjp9hxO0yFp1g2AL4AcevbnBlANgJ+5r5ndNgBBNWvWpK2gUqn49ddfs2zZsvTx8WGdOnV4+PBhvcdev36dbm5u/P7771N99urVKwKgt7c3k5OTmStXLgLgo0ePLG1ChjGX7T///DMBsFOnTpbusk2zf/9+AmDDhg2t3ZU0WbZsGQGwVatWHD9+PIsUKUIXFxdevnxZ5zilUsk6deqwcePGVKvVOp+p1Wrmy5ePAHj//v2s7L7N0atXLwLgypUrrd0Vg5jjnpPk4sWLCYDDhg0jSVauXJkAeOrUqSyxIyOUL1+ezZo1E/8ODg6mk5OTsEFi8eLF9PT05N27d/W207JlSwLgnj17mJCQQFdXVyoUCkZFRVm0/5nBHLbHx8fTxcWFCoWC0dHRvHz5MgGwVKlSFu9/ZjCH7X/++ScBsFGjRiTJjRs3EgC7du1q2c5nAnN938eOHUsAnDdvHkly4sSJBMDZs2eTJB8+fEgA7Nu3Lx8+fMj333+fuXLloru7OwMDA/n777/rtBcREcHFixezWbNmLFSoEF1dXZk7d2527NiRp0+f1tsHAGzSpAlfvXrFQYMGMX/+/HRzc2PFihW5du3aVMd7enpyypQpOvvy5s3Ldu3aiX/fvXuXnp6eXLp0qYG/IFmhQgUC4Llz5wweIyMjI2Nu4uLiGBAQQAA8e/asUef873//IwD26tXL5OutWrWKANitWzexLyYmhgDo4+Oj9xxpvps3b16jr1OzZk0CCGLW6g2ypiPrOhnWNooWLUoAvHHjBt99910C4K+//mrp7mcYc9l9+/ZtAmChQoUs3WWb5uXLl0LXUyqV1u6OQcw1v2/Xrh0BcNu2bVnVdZvkq6++IgAOHjzY2l1JE3Pc97/++osAWLt2bZJkv379CIDfffddltlhKuaa406ZMoUAOGvWLJJkjRo1CIAnTpywXOcziblsr169OgHw77//ZlJSEt3d3QmAb9++tWT3M4U5bH/x4oXOM/3GjRsEwKJFi1q8/5nBHLZv2rRJR7/asmULAbBDhw4kHVvT+fjjjwmAP/74o8FjZGRkZCxBo0aNCIA//PCDUcdnN03HnGLEWgDjzNWevNmP8GOuifCBAwcIgA0aNCBJuxB/zGX7+PHjCYBz5szJqq7bJPYi/phjYvD06VMCYM6cOfV+J7ITkvgzaNAga3fFIOYSAd5//30C4Jo1a0iSffv21RF/HHVCqFar6e/vTwB88uQJydTij6Pafu7cOQJghQoVSJJJSUn08PAgAL5588ahbZ87dy4BcNy4cSQpxJ8iRYo4tN3kfxOQ/fv3kzQs/jRt2pR58uRh3bp1OXbsWPbp04fu7u50cnLi0aNHRXunT5+mq6srW7RowcGDB3PKlCn88MMP6e3tTRcXF3GdlLZXq1aNZcuWZeXKlTly5EgOHDiQOXPmJACuX79e5/hy5cqxZcuW4t+PHj3Sec6p1Wo2atSIdevWpUql0mt3VFQUFQoFXVxcGB8fb/DvIyMjI2Nu1q9fTwCsVauW0edkRvzZs2cPAbB169Y6+wsVKkQAfP78eapzTp06ZXLwQlY69MiajqzrZFbb0A7SUiqVnDZtGgFw+vTpWWmKSZhL05GCtDp37pxFPbddihQpQgC8efOmtbtiEHPM7+Ugrf84fvw4AdCWnmn6MMd9Txmk9d133xEA+/XrR9Kx57gtWrQQQVokOXDgQALg119/7dC2pwzSIsm6desSAP/66y+Htj1lkJZSqaS3tzcB8OXLlw5te8ogrbt37xIACxQooGO3o2k6pBykJSMjYx2uXr1KAMyRI4fRAeDZTdMxpxiRAGChudqTN/sRfsy10D1//nwC4JgxY0jSLsQfc9nepEkTAuAff/xh0f7aAynFH0edGPz2228EwObNm5v093FEUoo/jnrPSbJUqVIEIATib7/9Vq/442gTwgcPHgjvZUkAHzRokF7xx9Fs//HHHwmAH3/8sdgniT9HjhxxaNu7dOlCANy8eTPJ1OKPo9qtT+SSxJ/8+fNTrVYL2wHws88+0zlfcnBu27at2BcREcFXr16lutaTJ09YoEABli9fXq/tADhgwAAdJ9kbN27Q2dlZOJlJfP311wTANm3acMKECSxWrBidnZ158eJFkprnlZubG2/cuKHXbpI8ceIEAbB69eoGj5GRkZGxBFKWhFWrVhl9TmbEn6lTp+os6En07t2bAPSOJ2fNmkUA/PTTT42+ThY79MiaThZujqjrpAzS2rlzJwHw3XfftWznM4G5NB05SOs/pDnApk2bSDru/F4O0voPyanf1dWVCQkJJB33vvfs2ZMAuHr1apL/LexUqVJFx25Hm+PqC9JasWKFjtbhqLanDNIiyeHDhxMAFy1a5NC2S0FaY8eOFfsaNGigE7zkqLY3bNhQx06VSkVfX18C4LNnzxxW04mOjpaDtGRkZKyCpJcMHTrU6HOym6ZjTjHiNoA15mrPETYAhaGJcnsOIBHAIwDfAPDPRJvFATAgIMChJkQk2a1bNwLgxo0bSf4n/kgeco46GVSpVMyRIwcBMCwszODfJ7vQtWtXveKPo00MPv30UwLg5MmTM/03s3dSij+Oes/fvn1LAHR3d2dSUhJJ8uTJkwTAypUrk6TDTgi3bduWqu+S+NOzZ0+Htl3KwvTNN9+IfZL4M3PmTIe1PTExkXny5CEA3rp1S+xv3Lix+I05ot0keezYMQJg8eLFxT6VSsX8+fMT0KTplmwvVqyY3ox0RYsWZa5cuQxeQ5tRo0YRAENCQlLZ7uXlxcjIyFTnSPdBO+JBpVJxyZIlLF26NL29vVmrVi0eOHCApOY76uPjI6LTfvjhBxYrVoxOTk4sX768iNIcOXIkAXDkyJFG9V1GRkbGHKjVaubNm5cA+ODBA6PPS0/8OXPmDBMTE1Pt/+uvv0SphZMnT+p8Jo3tSpUqJTLxkZrnaEBAAN3d3fnw4UOdcyIiInjr1i29EWBZ7NAjazqp/yZm13T+bdchdR0pSGv06NEk/xvj5sqVS8eh2dE0HfK/sZUcpEXOmzdPZwHYUef3UpBWixYtMv03cwTKlStHALxw4QJJx73vUpDWpUuXSJKxsbF0cnKis7MzY2JiHHaOe//+fQK6QVrnz58nAJYuXdqhg1akQLzevXuLfWvWrNGxx1Ftl7IySRo9SY4bN44AOGrUKIe1/dWrV3Rzc6NCoRBBWuR/AQTffPONw2o6UtbT+vXrG9V3GRkZGXPRtm1bAuD27duNPie7aTrmFDo+/VfkyJSw4SgbgFIAXvw74NgD4AsAR//9920AuTLYbnFAU8PNkSZEpG6tdfK/AWHu3Ll1JgaONhmUa63rIok/0t/QEScGJNmqVSsCcq11iUqVKhEA9+7d67D3fPPmzQTAd955R+yLjY2lj48PAfDatWsOOyGUHPUWLFgg2pWy9nh4eDA8PNwhbY+MjBSZWrS/G0ePHiUAFixYkElJSQ5pu+TEValSJZ2I1dWrVxMA69at65B2k/9Fbab01p8xYwYB8IMPPhC2GyrL0KBBAzo5Oens++eff/jee++xcOHCdHNzE88xaTt16lQq26tVq6a3/V69ehEAHz9+rPfzlLRs2ZI1atRgcnIyd+/eLd7TR44cYY8ePejs7MzTp08LB+UrV64Y1a6MjIyMOXjy5AkB0N/fP90sCbt372bfvn3Zt29ftm7dmgBYsmRJsW/ChAni2CZNmjB37tzs0aMHx44dy7Fjx7J58+biuTt37ly915AydRQuXJhjx47l8OHDmStXLgL/lVnVZt26dcLJISVZ7NAjazpZoOnQgXUdacy/YcMGcU5AQAAB8NGjRw6r6chBWrrs37+fAFinTh2SjqvpSFG9cpCWhj59+hAAZ8+eTdIx7/vNmzfF/FIK0iL/y8C7YcMGh53jSlpt9+7dRbtJSUmi7JyjBq2o1WpWr16dSOHU8uLFC+Hw8fDhQ4e0Xcoy7OHhwdevX4t2L126RAD09fXVcWJzJNsXLVpEAGzfvr3OtXbt2kUALFu2rNA0HUnTuXLlCmvXrk1Af2YKGRkZGUuhHaQVHByc5rHZWdMxp9jhCmAvgMsAOgDIZ6627XEDcPDfL8WoFPu/+nf/igy2W9zRJkQkee/ePQL/1VonNT9iKZr95MmTDjkZJP+rv6w9KcrOBAUFEdCkLY6NjXXIicHDhw+pUCjo5uam4+mfnZF+B23btnXIe06S77zzDgFw5cqVOtcbNmwYAXD48OEOuch/6NAhOjk50cXFhaGhoTrnt2nThgC4dOlSh7RdKh3ZtGlTnXPVajXLly9PANy5c6dD2h4YGEgAXL58uc65sbGxYkFl7969Dmf3kSNH6OLiQmdnZ5GKXCIkJIROTk50dXUVabv1DfTJ/0pxSuzatYtOTk708vJi586dOX78eM6aNYuzZ88Wx/7vf/9LZXuTJk30ti9ljkoZUaCPn376iS4uLiIK9Z133hFRmCQZExNDX19fIWSbUkdYRkZGxhxItc+1F+UNMXv27FTvDu2tWLFi4tjVq1ezffv2LFasGL29venm5sYiRYqwZ8+ePHHiRJrXWb9+PWvVqkUvLy/6+PiwcePGqbKPSNiQQ4+s6ej+PSyi6fzbhsPpOtrZGbWPkaLZly1b5rCazl9//UVANztjdiYqKsrhg1aSkpJYoEABAtBxQsvOSL8DRw5aGT16NAFw0KBBOteSsrVoB6040hw3KCiIRYoUIQAeOnRI53wpaOXDDz90SNs3bdpEQBNsnLL8kHS9adOmOaTtUsmRTz75JNX59evXJwD+9NNPDml7oUKFCKTOupecnCw+k74bjqTpSNkx/P39GRsbm267MjIyMubClCCt7KzpmFPsUP27qbX+X9+mNNc1bXUDUPLfL89DAE4pPssBIAZALADvDLRdHADd3NwcZkJEkhMmTCAA9uvXT+d6UsTLxx9/7JCTQZVKxRIlShAA9+3bZ1TfswPSouCaNWsccmLQv39/8b2W0fDq1Su6u7tToVCIcjWOdM+lbCW+vr6Mjo7WOf/q1asENBG6165dc7gJYZUqVQiA77//fqo2JIeOUqVKiegWR7Ldz8+PgP5UkVLa5ubNm+uUH3AE2yUB38fHR+/7VErRLGWycRS7fX19Wa1aNQJgt27d9LbTuXNnAhDjHmNtr1SpEj08PHjz5s1Uxw4ePNhitj99+pR+fn6iPBxJ+vv787333tM5rnbt2vT09CQA/vLLL2m2KSMjI2NuZs6cSQCpyuY4Alns0CNrOlmg6dBBdZ1ffvmFgKaUsLYIu2PHDgJghQoVGBwc7HCaDkl2796dAPj5558b1ffsgFRi2FGDVpYuXSq+1+ktOmQX1Gq1KLvlqEErUvZdaU4ooS9oxZHmuE2bNiUAlilTJlWmMkcPWpE0e31jTKkkR548eUT2fUeyXfoNnj9/PlUbUgby6tWri3e7o9ju5eVFACxRooTescqcOXMIgO+++67DaTpS9onx48en2aaMjIyMuZHGXsYEadkbturQcwzA/4zZzHVNW90ADPx3srHSwOdSpFeLDLRdHAD9/Pz0fTfsckJ09uxZ+vv7EwDPnTunc752JpMLFy443GRw+fLlBDSRXPoGidmVDRs2EABr1qzpcBMDX19fUZ8x5fcvuyOlaJYmMo50z8uUKUPgvxrTKWnUqBEBiDTGjjIhrFWrFl1cXAiAx48fT9WOUqkU5RalOs2OYruUgSd//vw66bglIiIihFBw+PBhh7JdSpEplSpIyZ07dwhAPAsdxe5atWrR1dWVAHjkyBG9bR08eJAARESvsba7u7uzZs2aqY5TqVSsWLGixWxv3749K1WqpFNv2N/fn506ddI5rlSpUgTAvHnzMiEhIc02ZWRkZMxNRmqt2wtZ7NAjazpZoOnQQXWdGjVqEAB//PFHnXO1M5ls2bLF4TSdQ4cO0dnZmS4uLnz27JlR7WYHpEAVRw1akcoM6Uu5n51ZtmwZAccMWvHw8CCgW0Jdm4wGrdj6HLd27dqipOBXX32lty1HDVqpUaMGFQoFFQqF3vIfarVaBPR88803DmW75MhUu3Ztve0kJCQwd+7cBMBff/3VoWyXAvMWLVqkt53nz5/TxcWFCoXCoTSdihUrCpvu3r2bZpsyMjIy5kYO0jJuc4GZINnUXG05AOX+/e9dA5/fA/AugLIA/jLUiEKhCNKz2w0AnJ2d9Z7j4uICtVot/r1792706NEDHh4eaNWqFUqVKgVvb284OTnh2LFjOH78OBITE1O1kzNnToPtA4BKpTLUbcGqVatw7NgxnD9/Hi4uLliyZAlKly6N5cuXQ6FQoF69ejh06BDGjRuHt2/folatWqhdu7ZOG8WLF0f79u2xb98+bN++Pd2+2ZvtCxYsAAAMHTrU4D3NjvTs2RPjxo3DxYsXceXKFZPOnTVrFtzc3HDhwgVUqFBB57MhQ4bg+PHj5uyq4NmzZ5g0aRKmTp2K6tWrAwBu3bqFli1bQqFQAAC8vb2RO3duBAcHo3r16qhXr55F+mKvDB8+HBs3bsS2bdtMOs/W73np0qVx6dIlAMCwYcP0tjV8+HD8/fff2LRpk0l9uH//PipVqpTKbrVajX/++cdEi4xnyJAhKFy4MGbNmqWzP+Uz9eXLl1AqlahUqRIaNWqUqh1nZ2cMHToU06dPx4YNG0zqg63bHhoaCgAYPHgwXF1dU7Xj5+eHjz/+GD/99BPWrVtnUh9s2fbXr18jPDwcgOHve9myZdGqVSscPnzYpOvbst0AEBYWhuTkZJQrVw7NmzfX21bLli1RunRp3L9/36Q+FC9eHPfu3cPz589RsGBBAABJfP7557h586ZJbRnLpk2bcODAAZw6dQpubm5if8WKFXHixAlERkbCz88P9+/fx4MHDwAAAwcOhLu7u0X6IyMjI2OI4OBgAJrnk0zGkTUdHcyi6QDZQ9c5cOAALl26hBw5cqBXr14657u6umLw4MH4/PPPxVzHkTSdiRMnQqVS4b333hNjNBmgcuXKaNy4MU6cOIE9e/aYdK6tz++LFSuGa9euwdvbG71797ZIX+yVPn36YNq0aTh69KjJ8x1bvu9eXl5wcnICoNFu9DF06FB8/fXX+O2330y6vq3PcaOiohAdHQ1PT0/069dPb1vDhw/Hb7/9hl9++cWkPti67aGhoSCJ9u3bo0SJEqnaUSgUGD58OIYMGYK1a9ea1Adbtl2lUgk9a8SIEXrbcXd3x8CBA/HFF1/ghx9+MKkPtmz75cuXERkZCYVCgf79++ttp0CBAujWrZtYpzIWW9Z0goODcevWLZDEu+++izJlylikPzIyMjKGkDUd43CydgccFL9//xtp4HNpf05Ld0R7QrRnzx58+eWXmDNnDj777DOUK1cu/QYyiKEJUY0aNXQmwuXKlcPly5cBGJ4USft//vlnk/pg67YXL14cz549g5ubm8FBYnbFw8MDAwYMAABs3LjRpHPv37+PihUr2uTEgCTCwsIAaL7X0vdBRkOdOnVQs2ZNREYaenTqx5bvOaB5JpBEs2bNUvVRolu3bsiXLx/u3LljUh+0J4QSWTUhXLt2rcEJIaB57j1+/BiAxrHD0Pd9wIABcHd3x//+9z+T+mHLtm/evFmIAIMGDTLY3qhRo+Ds7Gyy8GXLtvfv3x9qtRr58+dHlSpVDLY3ffp08f9v3741qg+2bPeZM2fw9OlTAMC0adMMft+dnJywcOFC8e+YmBij+jFu3DhER0ejRo0aGD58OMaMGYPatWtjyZIl6NixY0bNM8iLFy8wduxYjBs3DnXq1NH5bPLkyYiIiECDBg0wfvx41K1bFwAQEBCAcePGmb0vMjIyMukRHx8PQDPHkpExEzaj6QC2r214enoC0Czm58iRI1U7gwYNgrOzMw4ePGjS9W3d7rJly4oxqCE9Kzsj/U0cSdMBIOYiH3/8Mfz8/CDzHzlz5hROfRlZ5LfV+75//37ExcXB2dkZPXr00NuOFLSiz8kwLWx5jhscHIy7dzV+rR988AH8/f31tteyZUuULVtWOIEYiy3b/s8//wj91pBTCwB89NFHyJMnD65evWpSP2zZ9tmzZyMhIQGenp7o2bOnwfZGjhyJHDly4K+/0vRrToWt2p6cnIwPP/wQgOb3nDt3boPtffbZZ6KdZ8+eGdUHW9Z0GjRoAJJwcnLCvHnzzN4XGRkZmfRISEgAIGs66WERhx6FQuGtUChqKBSK1OH4MgAgrfIwrYNIBqbcAJj0hrflCRGgieSPi4uDv78/3n//fb1ttW7dGiVKlDB6gCRh67ZLC389e/ZEnjx5LNYfe0XKWrR7926TzrPViQEALF26FHFxcXBzc8NHH31kkb7YMwqFQud3Ex0dbdR5tnzP9+/fjxcvXgAAZs6cabA9Nzc3zJ8/X/xbWphKD1ueEEoZqIoXL56m02LevHkxd+5c8e+kpCSj+mKrto8cOVJErg0fPhyFCxc22GblypUxefJk8W9jooUB27W9c+fO2Lt3LwBg9erVabbZtGlT8Rw8efIkkpOT0+2Hrdo9btw4kZGnYcOG6NOnT5rt9ujRA+3btwegEQq1I9ENMWTIEKxbtw4FChTAhg0b8PPPP6NIkSI4e/YsatasmUELDTNixAjkypULc+bMSfVZp06dsHLlSsTHx+P7778XDlmrVq1KU/SSkZGRsRTSuMnDw8PKPXEcZE0nXYzSdADH13VevHiRbnbGQoUKoWvXrkaPdSVs2W5Ak71BqVSiQoUKaNKkicX6Y6907doVBQsWxL1790w6z5bn97///jtev34NQHbiMsTEiRPh7u7uMFpeZGSkCDisVq1amtlIFyxYIDL5vHz50qg+2OocV9J0SMLT0xOffvqpwTadnJx0HLiMDdixVdvHjRuHVq1aAQCaNWuGNm3aGGzTx8cHP/74o/i3sTqmrdr+ySefiGoCixcvFg67+ihUqBC++uor8W971zEbN26M27dvA0C6GcQrVKgggplOnTplVGCqLWs6b968AQBMmTIlVfUMGRkZmaxA1nSMxBx1u6QNQGEAvwJIAqACoNT6rCGAmwCamvOatrgBWAKNsDPBwOff//v5sAy0XRwAc+bMSX2krM9Zrlw55siRQ6eWt1qt5qeffipqjpu7PufGjRvp7OzMs2fP6uxv0KABc+bMyYiICJLkjRs3RB+065fqY926deLYnj176j3GnmzfuHEjAVChUPDatWtpWJ69mTFjhrhXvXr10ntMyvu+YsUKAmDevHk5bNgwjh49moGBgfT09GTHjh3Nft/DwsIYEBDAiRMnpvrst99+IwBWqlSJgwYNErVo586da5T92ZUOHToQAPPly0eVSpXqc3u552PGjKGbmxsBsEePHunarVar2bhxYwJgkSJFRL32tGwnNc/HatWq0cvLi7ly5WKXLl149epVzp492+y2d+/enWXKlGFcXJzez1euXMmSJUvSxcVFPONOnz6dru1KpZLVq1cnAJYuXVrvMfZiu5OTEwGwZMmSTEpKStNuUlN7vHTp0gTAihUr6j3GHmwvXry4eF4PHDgwTZslrl27Js6ZN29eqs/twe6SJUvS2dmZAOjl5cWnT5+mazdJvnz5knny5CEALl++3KhzbA2VSsWmTZsSAN9//31rd0dGRiYbExAQQAB8+fKltbtidsxZb92YTdZ0LK/p/Ht+cQAMCAjQe9/tRdtQq9Vs3bo1AbBgwYIG2yLJixcvinFymzZt7Npukvz7779FH7Zs2ZKG5dmbXbt2ib9Tt27d9B5jL/P70aNH09XVlQD44YcfGmV/dmXJkiXivhv6W9nLfa9UqZKw5dKlS+naPnz4cAJgjhw5GBsbm67dpG3OcV1dXcU898cff0zXbpL86KOPKL3b9Gkh9mK7ZLe3tzdDQ0PTtZs0XcckbdN2Sbdu1qxZujaTmndyo0aN7F7HLFy4cJralD6Sk5NZp04dAmD//v2NOscWGT9+vNAjExISrN0dGRmZbMq7775LANy/f7+1u2J2zKnpmFPwKADgGQAlgF0A/gGg0vrcFUA4gB/NdU1b3QAM/HcQsNLA5wf//bxFBtouDoAuLi52vdA9btw4+vr6EgBLlCjB+Ph4ve1JqNVqYZuxA0RbtX3EiBFicjBy5Mg07c7uJCQksGzZsgTAChUq6D3GHiYG2pOiWrVq6f3+yvxHUFCQmEh99913qT63l3su/c5z587NyMjIdO0mycePH4tn488//2zUObZGfHw8y5cvTwCcNGmS0efdunWL7u7uBMA//vjDgj20HH/99RcB0NXVlVeuXDH6vHPnztHZ2ZkKhYL//POPBXtoOXr16kUAbNSokd7xiSGOHDki/mZXr161YA8tw7Nnz5gzZ04C4Nq1a006d8eOHUIofPDggYV6aDm+//57Mc569eqVtbsjIyOTjSlYsCAB8PHjx9buitnJSoceWdPJGk2HWrqOv7+/3vtuL9pGu3btxLztwIEDetvSZuTIkSYtdNuq3WPHjqWHhwcBsHnz5vL8Ph2ke2XvC92SQ1q+fPkYExOTrt3ZGe2AnVKlSuk9xh7ue/78+QloApW+//77NG2WSEhIEE5A48ePN+ocW6RHjx4mP+OioqJYrFgxAvYbyKityW3evNno87QDdoz9rtgaX3/9NQGwQIECfPPmjdHnhYSEMEeOHATAX375xYI9tAyJiYmsVq0aAXDEiBEmnXvz5k271jH/+ecfKhQKOjs789y5c9bujoyMTDamU6dOBMDdu3dbuytmx1YdelYASMa/0VoAZmuLP//u2w3gqrmuaasbgFL/ihoPATil+CwHgBgAcQC8M9B2cUkw+fbbb1N9OexhQpQye8OZM2f0HpuSU6dOCbFo06ZNqT63F9slEaBUqVJMTk5O1+7szoULF8RC999//23t7mSI9evXEwD9/PyMzt6Q3fn1118JaDJe3L9/39rdMZlr166J6L3Dhw+bdO7q1aspCfza0aj2wqRJkwiA5cqVM/g8NMTixYsJgIUKFeKLFy8s1EPLEB4eLrLUzJkzx+Tzp02bRkCT2cfebN+wYQMB0NPTk/fu3TP5/KFDhxIAy5Yta1e2x8TE8J133iEAtmvXLkOLOT179hS/F3vKLPHnn3+KZ9yvv/5q7e7IyMhkc0qVKkUAvHv3rrW7Ynay2KFH1nSyQNOhlq7j5uam977bg7YhLdoC4PDhw/Uel5I7d+6Ic8aOHZvqc3uwWztww8fHh2FhYenand159eoV8+bNa1DHtAcuXrwodMxjx45Zuzt2gXbAzr59+6zdHZOJiIgQWTsWLVpk0rnnz5+3ax1z69at4hmXVkYzfWgH7Jw/f94yHbQQycnJbNmyJQGwc+fOJs/vd+7cKXTMixcvWqiXluHcuXP09PQkAP7+++8mn79q1SoCoK+vr13ZrlarOWDAAOLfgPPo6GiT21i0aJHQ/I3J4mUr3LlzRzihTZs2zdrdkZGRyea8//77BBwz86mtOvQ8BvCr1r/1iT/LAISb65q2vOG/iK1RKfZ/9e/+FZloO8ieF7rj4uJYrlw5AuDkyZNNOnfNmjViofv58+cW6qHlOHz4sJjY2GMmAmshld4qXbo0X79+be3umMT9+/fp5+dHAFy/fr21u2NXfPDBBwTAqlWrmhQdYm1evHghMksNGTLE5PPVajXbtGlDAKxWrRrfvn1r/k5aiJ9++okA6OTkZFSprZQolUrWr1+fAFi9enW7sT0qKoq1a9cmANasWdOoUlspSUhIYI0aNezO9j179picijslUVFRIiKqRo0aopSBLZOQkCDSgRYpUiTDzndv3rxh1apVxXfHHmw/ceKEEPv0RbDLyMjIZDVSuvuUC/u2hkql4tdff82yZcvSx8eHderUMej4ff36dbq5ubFIkSJZ6dAjazpZpOlQS9fJyMKZtVGr1ezevTsBsGXLliYtemoH7Jw4ccKCvbQM9p6JwFpIpbe8vLx4/fp1a3fHJKKiolilShUC4KhRo6zdHbtCKr2VK1cu3rx509rdMZrExES2bduWAFi3bl0qlUqT25g+fToBTcbmW7duWaCXluHvv/8Wc72Mzu+HDRtmd7arVCr27t1bfF+NLbWVEqmNPHny8Pbt22bupWW4fv26KF9rbPn0lKjVahGsZC+2q9VqTpgwQQSnnTp1KkPtKJVKMSayF9tDQkKkOQbfffddudSWjIyM1ZHGDkuXLrV2V9LE2pqOOcWORABfaP1bn/izFEC8ua5py9u/EV0v/hV69gBYCODov/++AyBXJtoO8vf3J6Ap35MR72FroVar2b9/fwKaEkrpldrSd772pMqebL99+7bwfDa2HquMhoSEBLHgWa9ePbu578+ePWOJEiUIgB06dJBTcZtIeHi4cIypX7++XaS1fvv2rUgtXa1aNUZFRWWoHW2noHfeeccubN+2bZsoLaevVJqxhIWFsUyZMgTABg0a2PzvPTY2ls2aNRMRPZnJwqVt+zvvvGPzzh0HDhwQUZczZszIVFthYWEsXbq0eL/bshNffHy8SAWaJ08e3rlzJ1PthYaGCttr1apl0+Wr/vrrL3p7ewuxT36vycjI2AJSpjdbF3+WLVtGAGzVqhXHjx/PIkWK0MXFhZcvX9Y5TqlUsk6dOmzcuLHk7JtVDj2yppNFms6/7QcBmvI99lZ6c/ny5QQ0pbMePXpk8vkzZ84koCnrYU+2R0RECAf8rl27yuMgE5FK9BYsWJDBwcHW7o5RxMfHs3nz5iLAzB7m5baEUqkUpfkKFSpkcrYXa6BUKoVjQu7cuTOc/U/bKchebL906ZIISOzfv3+Gn3GJiYkiSK1w4cI2/3tXq9UcMWIEAU057IwEp0kkJiaydevWwvaMZDDOSm7fvi1K13bs2DFDwWkS2rYXKlTIpp251Gq1yJLt4uLCP//8M1PtaQd85c+fn9euXTNTT83PvXv3RHZxe9GbZWRkHB8p09uHH35o7a6kibU1HXOKHaEAftb6tz7xZy+Ah+a6pq1vAIoAWPfv3yYJQAg0EW0BmWw3qGrVquLl26JFC5MdY6yBWq3mxIkTCYAeHh4Zrs35/Plzkd7ZXmxP6fmcmQFyduXx48csWrSouO+xsbHW7lKavHz5khUrVhQLtBl17MjuaN/3pk2b2vTf8fXr1yJC3Bylg7SfGw0aNLDpjC2bNm0SWVrMUStd2/a6devabGaut2/fskGDBmZdkHj06JGwvWbNmjZbhmn79u2i5NKIESPMsqDx6NEj8X6vUqVKhqPiLElUVJRw4PL39zdbOulHjx6xZMmSBMCKFSvyyZMnZmnXnOzZs0c4cH388ccZilSVkZGRsQT2Iv6UL1+ezZo1E/8ODg6mk5MThw0bpnPc4sWL6enpybt372Z1yS1Z08kiTefftoOkTC8lSpSwm1K7P//8s3Di37BhQ4baSExMZNOmTQloys3ag+2xsbFs2LChcOywpzKxtkJcXBwbN24s7rstjne1SUxMFE78+fLls/mFeVslNjaWjRo1Es86W3biS0pK4scff0z8WzooKCgoU+1p2160aNFMB4JYkjNnzlAKHu7evXum53raz8yCBQvyxo0bZuqpeVEqlaLkkpubG48cOZLpNmNiYoROlC9fPl65csUMPTU/QUFBzJ07t9BbDZWbNIWYmBjxnM+dO3emf0OWQKVSiUwQzs7O3LZtm1najYmJ0dGKMuMYZimuXr3K/PnzEwDr1Klj04F0MjIy2YuLFy+KNTVbxtqajjmFjp0AogHkpx7xB0CZfwWQtea6ZnbdAATVrFmT9+7dEy/hDh062LRji1qt5qxZs8zm+Xzv3j3my5ePANi6dWubdu54+PAhS5UqJXs+m4G7d++K+964cWNGRkZau0t6efz4sSgrV7FiRZvOtmAP3LlzhwUKFLDp7BXPnj1jpUqVCIDFixdnSEiIWdq9c+eOqNtevXp1m3Rw+P777/lvpDKnT59utkjV+/fvC8fVypUr21xUV0hIiMjGVLhwYbNGH2m/N8qWLWtTNciVSiUXLVpEJycnAuD48ePNGp385MkTli9fXoie5hDUzEVQUBArV64sHLjSirp68+YNHz58yJs3b/LSpUu8fv0679+/z+fPn1OlUuk95/nz5+I5EhAQwF9++cUmIr9jYmI4atQo8TsfMWKEXhuUSiWvX7/O7du3c926dfzxxx+5bNkyrlixghs2bOCuXbt47949m7BJRkbGsZDEnzJlyoh9Dx8+JAD27duXDx8+5Pvvv89cuXLR3d2dgYGBqcocRUREcPHixWzWrBkLFSpEV1dX5s6dmx07djQoyANgkyZN+OrVKw4aNIj58+enm5sbK1asyLVr16Y63tPTk1OmTNHZlzdvXrZr1078++7du/T09BTZhrLYoUfWdLJY16levboo21qxYkWbLyu+Y8cO4cS/aNGiTLWlXbK2XLlyfPz4sZl6aX6ioqJElpbChQtnKCuRjIbIyEgGBgaKebOtOsnExsaKDCP+/v68evWqtbtk10RERIjfe4ECBWyy7Fp8fDw7duwosrSYqyRgRESEKCueN29em5rbSxw5ckRkYe3YsaPZyu9ERkYK545cuXLx77//Nku75iIqKoo9evQg/i25tH//frO1HR0dzRYtWhAAc+bMyd9++81sbZuDX3/9lb6+vgTANm3amHVdJTY2VmSn8vHx4apVq2xGA3j69Knom7u7O/fu3Wvw2OjoaIaEhPD27du8fPkyr169yrt37/LJkycGA7W1nyOurq6cN28ek5OTLWWO0UglYqRyes2bN9cbMKtWqxkcHMw9e/Zww4YNXLlyJb/99lv++OOPXLduHbdt28YrV67YhE0yMjKORWJiIt3c3AhAVCyQNR09GoI5GtHYjboAkqFJPdwWwCIAKgDe//77NoAEAJXMdc3sukkOPaTGs1aqc9qsWTObzF6hUqk4evRoAqCTkxO3bt1qlnavXr0qPMkbNmxok6VJbt68yUKFChEAAwMDbTrDhr1w8+ZNkQ60Zs2aNiemXb58WWSUsdUME/bIgwcPRPmyEiVK8NixY9bukmD//v3id16hQgWDJZfUajVDQkJ4/fp1nj9/nv/88w/PnTvHa9eu8cGDBwYjoB49eiTKMOXJk4c7d+60pDlG8+LFCyF+pCXqx8bG8uTJk1y7di2///57LlmyhAsWLOBXX33FH3/8kVu2bOHNmzf12v/06VNWqFBBiGrLly836AyRVajVav7000+UIqrLlCmT6jmkVqv5+PFj7t69mzNmzGDv3r353nvvsUOHDmzfvj27d+/OXr16cdy4cdy0aRNv3bqVyq7Q0FBWqVJFOMJ++umnTExMzEpTU3Hr1i3Wq1dP3PM5c+boCDOJiYm8cOECV65cycGDB7NWrVosWrQo8+bNS19fX/r5+TF//vwsXrw4mzRpwvHjx/Pnn3/m7du3dex/+fIl69atK64zdOhQq45vEhMTOWvWLLGAVaZMGd6/f1+nv/v37+e8efPYpUsXkWHJ0Obn58dmzZpx4sSJ3LJlC+/evSvsDw8PZ6tWrcSxXbt2ZVhYmLVM57Fjx0TmIBcXF86fP1/c81u3bnH9+vUcNWoU33nnHXp5eaVpt7b9zZs356RJk7h161azOUDKyMhkX9ISf5o2bco8efKwbt26HDt2LPv06UN3d3c6OTnx6NGjoo3Tp0/T1dWVLVq04ODBgzllyhR++OGH9Pb2pouLi95FHkBTYrVs2bKsXLkyR44cyYEDBzJnzpwEwPXr1+scX65cObZs2VL8+9GjRzrRXGq1mo0aNWLdunXFeyGLHXpkTccKuk54eLhw6C1ZsqTNObFLrFmzRjh0T5s2zSxthoeHi9LaRYsWzXBpG0vy+vVrMS7Nnz+/TZcQsRe0M9vmz5+fZ86csXaXdHj+/LnIrmGrGSbskcjISJGZy8/Pj+vWrbOZRf5r164JRzN/f/80v5OhoaG8ceMGg4KCePLkSZ45c4ZXrlzh3bt3DQbaxsTEiDmeu7s7Fy1aZBPZTuPj4zl58mTxbO/Vq5deR4WkpCReunSJmzZt4g8//MAvv/ySCxcu5Jdffsnly5dzw4YNPH/+vF5HoLi4OLZv354AqFAoOGHCBLNkgsksR44cEdmBfX199TobhYeH8+DBg1ywYAH79evH999/n506dWK7du3YtWtXfvTRRxw+fDhXrlzJCxcupNJr4uPj2aVLFzEP/vjjj62effrVq1f84IMPRJ/ee+89nX6rVCreunWLmzZt4tixY9moUSMWL16c+fPnp5+fH319fZk3b14WK1aMderU4dChQ7lq1SpevHhRp53ExERRZhH/BmNb03FXrVZz3bp1oqRczpw5deYBUVFRPH78OL/66iv26tWL5cuXF9kI9W3u7u6sU6cOhw8fzjVr1vDy5cvit5OUlMThw4eLYwMDA61aguvu3bsiWxYA9unTRzyr/s/eVYdFtX3RNbSCgYXdit357HrP7u7A7u5ufXYnit3dhZ3Y9RATbFSQrlm/P/jd4wwMMAMzzAzM+r7zfXrj3LOZG2evs/faXl5e3LdvH8eOHcu6deuKNca4mo2NDStWrMgBAwZw8+bNfPr0qcG8z00wwQTjRbly5QiAly5dImnidFQ1bRMSPRBZdz1CRQsB0Emb10uuTTGgh4x0PCT1ilKlShmUjOX379/Fgq+VlRUPHDgQ5zlyuZzBwcFqOTcvXrwQ6hUFChTgtWvXtDHsBCPqRNGQ1WSMEW/evBHqFalSpeL69ev1PnEMDQ3l9OnTaWFhQQCsXLlyNOnKsLAwPnnyRCyAtmzZkg0bNmTt2rVZq1YtNmzYkC1btuTAgQO5efPmJBP1/uvXL164cIELFixgu3btWLBgQaZPn54pU6akmZkZLS0tmTp1ajo4OLBy5cocNGgQnZ2d+fjxYyX7P378KNWcJAAOGjRIr4pXPj4+7NmzpxhP5cqVhXqQXC7nq1evuGvXLo4aNYq1atUS74OYWsqUKfnXX39x8ODB3Lp1K58+fSreg1++fBHSrQDYtm1bvZZi2rt3rwiotLOzE5ObiIgI3rx5k8uXL2e3bt1YrFgxQQ7F1WxtbVm1alUOHTqULi4uYjHD29ub7dq1E8fVqlVLbwsd79+/F3WxpWAL6Xdwc3PjxIkTWb9+fWbMmFEtmxWbnZ0dq1WrxmHDhvHkyZOMiIigv78/Bw0aJI4pWbIkHzx4kOh2h4eHc+HChaLcUtasWXn8+HGSkZPr8ePHs2zZsmIxNT4tVapUrFGjBpctW8Zfv34xNDSUs2bNEmW9cuXKxQsXLiS67W5ubiKwSiaTcdiwYQwICOCPHz+4aNEiocam6nnOmTMnHR0dWaJECRYuXJh58uRh+vTpVR5vb2/PQYMG8dmzZ9GCxvSh1hNVladEiRK8f/8+g4KCuHXrVqWAK8WWK1cuNm3alF26dGGfPn04cOBA9u7dm507d2b9+vWFyl7U9s8///DIkSMGQWybYIIJxgmJ/JGU3STyBwCnTZumdOzp06cJgA0aNBDbfHx8VKpAenp6MkuWLCxUqFC0fVL/vXr1Unp/PXv2jObm5ixcuLDS8UuWLCEQmQk9cuRI5sqVi+bm5iJbf/ny5bSyslLy5xMzoIcmTkdvvM7379/FPZwlSxaeOXOGhoLg4GCOHz9e3O9RA7pVQS6XMyQkRK1S4z9//hTqFfb29ty+fbvefXsJly5dUkoqUQzoNiFhUFQ9MjMz49ixY/WuOi6Xy7lt2zZRdkiVCqukXrB3716OHTuWrVu3ZuPGjVmnTh3WrFmT9evXZ/PmzdmrVy+uXLmSN2/eNIjghYQiMDCQN2/e5MqVK9mjRw+WLFmSGTNmpJ2dHc3NzWlhYUE7OztmzJiRJUuWZM+ePblq1SreunVLyf7AwEC2atVKvE8aNWoUY0JUYiAsLEzJ58yZM6fSwvvHjx959OhRTpkyhY0aNRIq+TE1CwsLlipVir169eLq1at5584dcV8HBwfTyclJHFuxYkU+f/5cX6bz1q1bInnKzMyM48aNEwtPz58/58aNG9m/f39WqFBB8ABxNUtLS5YpU4a9e/fm2rVr+fDhQ8rlcoaGhnL8+PGCGypYsCCvX7+uF7t///7Nvn37ijGXLVtWKEa9ffuWc+fOZcuWLUWwjybN0tKSZcuWZZ8+fbh9+3YGBQUxPDycixcvpo2NDYHIIMbYVGF0iYMHDzJTpkyCr1ixYgUjIiIEt1GtWjXa2dnFm9OxsrJi+fLlOWnSJH748IFyuZw7d+4UQSKpU6fmxo0bE/0b7+XlxYYNG4pxNmnShJ8+fWJQUBBdXFxYuXJllcE7lpaWzJEjBwsUKMBixYqxaNGizJcvX4zvARsbG7Zr146XL1+mXC7nuXPnRMKvPtR6oqryZM6cmUeOHGFERARPnjzJxo0bq7Q7Y8aM/Pvvv9m5c2c6OTlx4MCB7Nu3L7t27cpmzZqJhK+orXTp0tywYYNBV9EwwQQTDBvS91lKGjdxOio4BG10otRhpAzzEgA3AbgDuAtgBQBHbV8ruTZECeghI9UrpA+qlZUV586dq/dAAMWJoq2tLc+ePSv2SeoFBw8eFAugmTNnFhNcRWcoderUYkKsKur93bt3Sottw4cP1+vkIepEsWXLlknCgTc0fP36lS1bthR/53r16ukty//hw4ei9A4ADhgwgP7+/oyIiODZs2c1Vi+I6hBUrFiRAwcO5IkTJ4xmsfP+/fvs3bu3CLyKb0uRIgUrV67MJUuW8NevXwwJCeGUKVNE4FTevHn1otZz+vRpEUxoZWXFefPmMSwsjG/fvuW4cePEuy9qc3BwYJEiRVimTBlWrlyZZcuWZdGiRYXCT9SWOnVqDhw4kE+fPmVERARXrVolpJD1odYTVZWndu3afPv2rSAA8ufPH80Gc3NzlihRgp06dWL//v05fPhwjhkzhkOHDmWfPn3YvHlz4eRGbX///TcPHz7MsLAw7tu3TwTK2NracsWKFYmmWBMaGsq1a9eKAIv06dNz165dDAwMjDG4wd7ennXr1uXYsWO5efNm7t69m0eOHOHRo0e5d+9ebt26lTNmzGCzZs3EvaTY8ubNywULFtDb2zuaSsq4ceMSRf1LLpfT1dVVLLIAYPfu3ent7a2SAJDJZHR0dGTHjh25aNEiXr58mW/fvuWXL1/469cv/vz5k58+faKHhwdPnDjB6dOns2nTptHu/5QpU7J379588OABHz9+LE18CURmDd6+fVvnJNDTp0/Zv39/ocqTP39+XrlyhXfv3mWPHj2U5itSMNqwYcO4bdu2GBWnJHz69InHjh3j1KlT2bhxYxGULbWaNWty79699PDwUFLrqVSpErdt26bTxQ4vLy9OnTpVjElSh3rx4gVHjx6tFJCUNm1atmrVinPmzOGZM2fUKocol8vp5eXFI0eOCGJc8W+ZM2dOzp49W6+qRCaYYIJxYuzYsQQi5ZjJP+RPrly5VL6Tc+bMyfTp06vVtxTgGNXXkL5ZqhI3pBITigpzERERXLhwIfPnz09bW1uWK1eOp0+fFuO1s7PjrFmzSJKrV69WXEwKAtCMicc3mDgdPfA6iuoVANi7d2+9JwXdvXtXlBuVyWRctmyZ0n5JvWD27Nls2bIlc+fOzRQpUijND83NzWlra8vChQuzc+fOXLJkCa9cuUI/Pz/Rj7+/vyhRAYDNmjXTq9Ktn5+fUlB96dKl9Rp0kFQRFBTEUaNGifulcOHCvH37tl7G8unTJzZt2lT85vXr1xe/+YMHDzhu3DjWrVtXBPto0szNzVm8eHF2796dLi4uRsMPvnv3juPHj2eJEiWETxSfJvEBEyZM4Pv37ymXy7l161aR+ZwmTRpu2bIl0Rf5FVV5ALBPnz709fXlz58/uXjxYhYsWFClPWnSpGGhQoVYunRpVqpUieXLl2fx4sWZJ08elclMlpaWbNu2LV1dXSmXy3ny5Enh/+pDrSeqKo+joyNv3rzJoKAgbtu2TUmRV7Hlz5+fbdq0Yd++fTls2DCOGTOGw4YNY79+/diuXbsYFU2kRX5/f3/euXOHRYoUEd+UkSNHJtp3TvrbRw2wCA4O5qlTp1QGN0h85ODBg7lu3Tru3LmThw4d4rFjx7h//35u27aNCxcuZIcOHVTeL+nTp+fo0aP5+vVruru7C+UvAOzYsWOiKb49e/ZMKUmuRo0a9PDwUMltAGCOHDnYvHlzzpw5kydPnhSlw3/+/Mlfv37x8+fPfPPmDS9dusR///2X7du3F6riUjMzM2Pz5s159uxZfvz4UUmpqGbNmjx+/LjO7/uPHz9y2rRpSqo8Li4u9PDw4JgxY5S4DcVgNGntKbbSc4qJq23bto3GfRctWpSrVq2ip6cn+/Tpo/QcLV68OFoCsDbh6+vLVatWiWcNiFSHcnd354IFC5QCcqysrFi/fn1OmjSJhw4dEoFYceHHjx88d+4c582bxzZt2ij9LdOkScNhw4bx5cuXOrPRBBNMSJrYu3cvAbBYsWKUy+UmTkcVh5DQDkxN/8SPBB8fH6Vo//Lly+tFrSeqfKM0UZSCG1q3bh2neoGlpWWs0oZS1PeSJUv48+dPBgcHc+LEiUrlMBJbrUeVfKOLi4vBZJclRcjlcu7atUtMHFOlSsU1a9Yk2iK/n58fp02bJoJLcufOzYsXLwoCIKpDIx0jLYDu3buXx48f5/nz53n+/HkeP36c+/bt4/z589m2bVuVUe958uTh/Pnz1Vo4TWxI2Q1RCQBra2uWL1+e/fv358aNG/ngwQN++/aNfn5+DAsLY3BwMH/9+kUvLy+ePXuWc+fOZevWrZk7d+5ozrSTkxPv37/P+/fvC3l2yRm+efOmTp83uVzOy5cvKwW0VKhQgU+ePFEZ3JA5c2Y2btyYU6dO5dGjR/nx48dY+1eU823VqlU0+2vUqME9e/bw5cuXSmR/pUqV6OLiotNF/mfPnnHQoEEioMXOzo5r1qzhnTt3ohEA2bNnZ48ePVRm5MWGqGWLFPvMkSMHZ82axSdPnrBt27Ziu4ODg8j+0QUkAkAq8wdEqvLcuXMnGgGQJk0aDhw4kHv37uXr1681vhe/fPnCEydOcPLkyUrZYNbW1uzWrRsvX76stLBgaWnJ9u3b88qVK1q/7yUCQCr/AESq8hw8eJALFy6MRgB07tyZ58+fT1BZrC9fvnDPnj2izrzUKleuzJ07d3LmzJkicxKIzKTbuHGjVgN4Q0JCuGfPHtaoUUNcR1LlOXnyJMuXL680NklVRhsB1I8ePWLfvn1FwB4QmaH/77//cu3atYLwBiKl/8eOHas1pSq5XM4LFy6wVatWSmR9qVKlePHiRXbu3Fnp3VamTBlu2rRJa3/7Hz9+cPHixUoBgZaWlgYjx26CCSYYBzw8PCiTyWhtbU1vb29B/jRr1kzl8VWqVKGZmZnStmvXrrFNmzbMnj27StW5GzduKB0PRKrnqYJUZkDdOUrdunVZunRphoWF8dChQwTA/v37S+/GXwDCAZSgAfARpqY7XicsLIxz5swR91+OHDn0otYTHBzMCRMmKPErUjmSBw8esE+fPnGqF1hYWMQaBCCTyVi4cGFOmDCB7969o1wu56ZNm5g6dWoCkQqFO3bsSHQ+RVGVx8LCgtOmTVNLaciE+OPGjRtiMVxS65HKJ+oaYWFh3LJliwjUSZ06NTdv3szAwEBu27ZNKbFBapkyZWKDBg04adIk7ty5k0ePHuXZs2d54cIFnjx5kgcOHOCKFSvYvXt3Fi9ePFqQR7p06Thq1CiDVHyKiIjgqVOn2KRJE6Vxm5mZsWjRouzatSuXL1/O69ev88uXL/T19WVoaChDQ0Pp6+vLz58/89q1a1y2bBm7du3KokWLRuunWbNmPHPmDD09PUUpJiBSiffo0aM6X+SXuA3pPZszZ06eO3eO9+7dY8+ePYWaheTjK5YKfvXqVazvJD8/P169epVLly5lly5dWKRIESU/qkiRIly5ciXfv3+vpPacP39+Llq0SKflmD59+sTp06eLYCIzMzOOHj2az58/V8lttGvXjgsWLODFixf569cvta7x+/dvXrlyRZQtklSdpT6HDh3KR48eKan12Nrasm/fvnz06JFO7FbFbZQtW5bXrl1TyW106NCBW7Zs4ZMnTzT28319fenq6sqFCxcqqYvLZDI2aNCAR44c4aJFi5S4rtq1a3P//v1aT8oODQ3l3r17lbjDlClTcvny5dy2bZtKbmP//v38+vVrvK/p4+PDM2fOsH379krcTYECBbhkyRK6uLgolXTKlSsX586dq1X1cblczosXL7J169ZKc5AmTZrwypUrbNSokdIzWbp0aW7cuFEr6u8fPnzg5MmTlVSJ7ezsOGzYMB45ckTMLfB/frtnz568d++eFqyOxOPHj9m/f38llaVs2bJx//79nDRpkpLSVu7cuTlv3jyt/e2lgMCo38zWrVubkrVMMMEEtRESEiLeoVeuXDFxOqo4hIScrNQRMAVA9TiOqQZgiraumVybKuJHEVGVIyZOnMhPnz7FeLy24Ofnx7Vr10aTb/T29lYZ3JAuXTrWq1eP48aN4759+/jmzRsGBgYKiU9Jptnb25uXL1/mokWL2LFjRzo6OipNvlKkSMFevXrRzc0tWgZZp06deOPGDZ2SQGFhYTxw4IDSAqAk32hC4uDLly9s0aKF+PvrepE/anADEKnKc+3atWgEQI4cOThlyhSePXuW3t7eGl/r58+fPH/+PKdPn64U4GFtbc0uXbroLYMt6hjHjh2r0lm/d+9egghQb29v7tu3L9oif6VKlbhr1y5OnjxZBFRJzpiU/aMtqCIAJCU0FxeXaARAp06deP36da28d1Q5ZJkzZ+bixYu5YsUKpTJe2l7kV0UAAJGqOVevXmXdunWjEQDaCm4gY17kHzduHHft2qX0e0jZP+fOnRPfkPgiIiJCJQFQqFAhbt++nXPnzlWaEGqTAJAQHh7OY8eOsUGDBkrfu549e/L06dNs3ry5EjFarFgxrlq1iu7u7vG2PyAggFevXo12v0nv03Pnzill+OTKlUurBIAiXrx4wSFDhogFHSBSjv3mzZvRyMa0adNy4MCBahGsUSGXy/n+/XsePHiQo0ePVpJOtrOzY//+/Xn79m2l+uf29vYcOXIkX716pXW7yUgSbMWKFUL+XHrfubm5ccOGDUpqcDKZjDVr1uSYMWM0CiQLDg7mvXv3uG7dOvbu3Vspm9DCwoJt2rThpUuXePDgQeFISYFlulRHioiI4JkzZ9isWTOljNGozpYJJphgQkxo0KABAXDhwoWC/JEUe6JC8t0kHDx4kGZmZkyZMiWbNWvGESNGcPLkyZw6dao4VqrlLgGIDLhWhW7duhEA3759G+e4169fTwsLC1FW86+//mL+/Pkpl8sllboHAHwBuFC3PIOJ0zEQXufJkyeiBBcQqZCYGMlaYWFhPHjwoBKnMnz4cP748UPlQk3KlClZpUoVDhkyRJQM9vf3V1qQDwsLo6+vL+/evcu1a9fSycmJpUuXVlrsMzMzY9OmTXn69Gm+e/eO9evXF/vq1Kmj87KccrmcV65cUVIwKFWqFB8+fKiza5qgjMDAQCW1HmmRX1e/wadPnzhjxgwlpdD69evz1q1bKrmNwYMH89ChQ/T09NR4LhwQEMAbN25w6dKlSoow0jWPHj2q90TA0NBQLl26VEllwtLSkh07duSFCxcS5Ov6+/vz/Pnz7NChg9Jznz9/fi5dupSbNm1SSl7ImTMn58yZk6DAAlX2qeI2+vTpwzNnzrBChQrROA9JKTih8PLy4pQpU5R8TVtbW44YMYIHDx5UCo60sbFhjx49ePfuXS1YHfluu3TpEtu0aaPEmxUtWpTnzp2jk5OTzoIbyJgX+du1a8czZ85E+z2qVKnCHTt2xKqMoq7dqrg0BwcHzp8/nzt37lR6xqXAEm3ec3K5nLdu3WK3bt2UAilq1arFCxcusHfv3koq7lmzZuW0adP48OHDeHOooaGhfPDgAadMmaKkAmxra8t+/frx6tWrSgrAErfh7u6uNbslfP78mbNmzWKOHDnE9UqWLMlLly7FGEi1efNmPnr0SOPn7vv37zx9+jRnzpzJQoUKiX7Nzc3ZunVrnj17lgsXLhSBVNbW1uzatStv3bqlk3dvSEgId+/eLZQdpHvs7NmzPHz4MP/++2+l+75UqVIcNGgQnZ2d1Q4kCw8P5/Pnz7lt2zYOGzYs2jtMSgi9efOmmNMBYMOGDXWujiQp9ktrI5LCub6/cyaYYIJxYNKkSQTA9u3bmzgdVRxCQk5W6giQx0XsAJgIIEJb10yuLTbiR0JUtR7FBRptf0CfP3/OwYMHKy281ahRg1euXIkW3JA9e3bOmjUrXuoFivj9+zcPHjyoNBEFImsQ79mzR0mtR5ocrV+/XqsLrlGzGwCTKo8+IZfLuWfPHpWL/GfPnk2wIx4cHMx9+/apdDhPnDjBIUOG6IwAkBAeHs7jx4+zYcOGSk63JA2sDxw/flxJvaRUqVJaD6iR8OLFCw4dOlQpiKV58+a8ffu2yoyifv360cXFhc+ePdPIWQkLC+OTJ0+4ZcsWOjk5qQxuuHfvHps1a6ZTAkARqoKKqlSpwocPH3LDhg3Rsn+qVq3K4cOHc/v27Xzx4oVaQR5S8JikEKWYVSIRAA8ePODq1auFikjatGk5YsQInRAAEiR1t+bNm4v7vkiRIrx9+zYvX77Mdu3aKZFTqVKlYo0aNThixAju2LGDL1++jNH+iIgIuru7c9euXRw1ahRr1qyp9C2TCICLFy/y6dOnSk5y+/btdUYAKOL169ccNWqUIIGyZ8/OU6dO8cOHD5w0aZLS7wREZpXWqlWLo0aN4q5du/jkyRNR9srb25teXl708PCINXNSkQDw9fXluHHjlOrdJ0bmJBlJ/q5cuVJJ+W7Lli2xljpLkyYNa9WqxdGjR3P9+vXcvn079+/fzwMHDnDHjh3cuHGjKPWpSOJJrUiRIly1ahV9fX158eJFEUhpaWnJ6dOnJ5pijFwu55EjR5Tk2BcsWMCwsDDevHmTXbp0UZlpYG9vzzp16rB79+7s168fhw0bxiFDhrB3797s1KkTy5Qpo0SkKxKI06dP58ePH+nt7c2OHTuKfdWqVdNZAFNMuH37tghqMjMz46hRo0xqPSaYYEKcOHbsGIHIspWvX7/WiPwpWrQobWxs+Pz582jHSlL5uiB/vLy8mCZNGk6aNElss7e3Z5s2bUj+qbcO4A60VHc9pmbidAyL14mq1gP8KcupbcUYVcENBQoU4JkzZzh+/HilOVPq1Kk5ZMgQPnjwIEHzweDgYLq6urJjx45Kc5N8+fJx2bJlXL9+vdK8XBdlOX///s3Vq1crLXaZVHn0ixs3brBWrVrROJcdO3YkeC4YHh5OV1dXtm3bVsl/LFiwIDdv3swlS5Yo8Ze64jbu3LnD7t27Ky3yG1IJeV0E1EhQtchfpkwZXrlyhf/++2+0gKJ27dpx7dq1vHv3rkZBHnK5nK9fv+bevXs5cuTIaMENffv25c2bNzlixAjBMeia21AVVJQ3b16eP3+ehw8f5j///KN035coUYJ9+vTh+vXr6ebmppYSeWBgIG/evMmVK1eyR48eSom15ubmbNWqFc+fP89Tp06JRGBLS0t26dJF54rXURf5pRLyqhImraysWK5cOfbr148bNmzg/fv3Y7RfVUnnqByJxG14enoqKW5Xr16dx44d0zm34e3tzYULFyqVkF+9ejV//PjBZcuW0dHRUWm81tbWrFChAvv3789NmzbRzc2Nb9684adPn+jt7c1Pnz7x9evXvHfvHjdu3Mh+/fqxfPnySu8UidtYuXIlfXx8uH79evE3TpcuHdetW6dVteOYIAUKK5aQnzJlCoOCgoQaWNQKDTY2NqxYsSIHDBjA1atX08XFhXv37uWhQ4e4c+dObt68WZT6VKUWmCVLFk6dOpVeXl58+fJltBLyukhKiwlubm5KJeT79evH379/093dnSNGjFAKZpSaVOqtS5cu7NOnD4cOHcqhQ4eyb9++7Nq1K6tWraqk7KzIhQ4cOJBPnz5lcHAwJ02aJNbG8uXLxytXriSa3ST5/v17pXW7li1bmtR6TDDBhDjx4cMHmpmZ0dLSknfu3DFxOlE5hIScrNSReuTPVABh2rpmcm1xET+KuHz5Mlu2bKkU3FKkSBEuXbo01glxbJAWQF1cXGJ0tNeuXas0Ga9Xr57Wgxsk/Pfffxw+fLjSJKh169a8e/cux40bF418cnJyEmV/NCFpFKVTW7RooUQAODo6ctmyZWrLkJqgO0jZdVElPqUJsRT1/vjx4xjvx+DgYN69e5dr1qxRmUGomC12+fJlQTpYWFhwyJAhOg1ukPD69WuOHDlSjEuSCU4s/Pz5U3zUgMiyOLpWw5Lg7+/PFStWKDmjO3fuZGBgIF1cXFTKYtva2rJq1aocOnSoIIhdXFzo4uLC9evXc9myZRw0aBArV66sROJFJQCCg4O5fft2JUnuDRs2JFrNc7lczsOHDwtCysbGhosXL2ZYWBhv3brFrl27RnPigUi1kWrVqrFt27bs2rUr+/bty169erFjx45s2rRptHrPUQkAX19fvn37lrVr1xb72rRpk6iOMElev35dSY593LhxDA4O5ufPnzlz5kwlCVvFljJlSmbNmpX58uVj4cKFmS9fPmbLlk2lEyw9T9OmTaOXlxfDwsI4b948vZc+eP78uVIAS8+ePenj4yOyf5o2bapEVGrazM3NWbJkSQ4ZMoRPnz4lGRlUEbXGvT6CKry8vNiwYUMx1kaNGokSdvfu3ePkyZPZsGHDaMSdOs3e3p5169bluHHj6OrqSrlczoCAACVVntKlS+tMAjwu/Pr1iz169BBjqVSpEv/77z+SkcTg4cOHhf2SQmJcTSaTsVChQuzUqRMXL17My5cvi/nQ2bNnxd8xRYoUXLZsWYJVr+KLoKAgpWAyR0dHvf0OJphggnEgPDxcEPvOzs4akT/W1tZU5WNHRESIb6EuyJ9GjRqxaNGiSn65vb09mzZtSlKJ/HmcUPInrmbidAyT13nx4oXKspyTJ0/mtWvX4hVsIC2AHj58WGVww5IlS3js2DHmzJlTbC9ZsqTWk6QkfP36lXPmzFG6XoUKFXj9+nUuWrQommJn69atRdkfTRYkQ0JC6ObmxvXr17Nnz55KiRuZMmXixIkT9RZUYYIynj17Fi1x0MLCgiVLlmTPnj3jLO8cHh7OZ8+e0cXFhUOHDo22AGpubs6WLVvy/PnzdHd3Z9WqVcW+Vq1aJQq3IS3yK5aQX79+faIlCIaGhnL69OlKJeQPHTqUKNyGpHQufbMtLS05a9YsBgcH8/Tp02zatGm0hBNLS0uWKVOGvXv35uLFi7l27Vpu3bqV27Zt44YNG7hixQqOGTOGderUEXxNVG5jxYoV9PHx4bVr10Swi7m5OSdMmJAowQ0S7t27x5IlS4qxDRo0iP7+/nR3d+fIkSNVjt/Kyoply5Zl69at2aVLF/bu3ZtOTk7s3LkzW7ZsyeLFi6ssc6gY3ODj48NevXopvWcTQ/1NEW/evFEKamrbti2/ffsmVP8Vk9Wi2p8lSxbmyZOHhQsXZoECBZg9e3aVARGSny8FN5Dk3r17xfqAnZ0d165dm+jJuN+/f1dSgqtVqxbfvHkjSmB36tQpRm5O3VagQAF26dJFcBtRgypatGihl6AKf39/Dh48WGlOIakYvH37lvPnz2ebNm2UlHvUbSlTpuRff/3FwYMH88CBAwwNDaVcLlcqb5Y1a1aeOHEi0e0mI9+1iiXkc+XKJXyKgIAAnj17lnPnzmXr1q1j5DRVtRw5crBFixacNWsWT506xd+/f5MkX758qaS0OHTo0ER9vylCLpcrBZOlT5+eR48e1ctYTDDBBONB8+bNCYAjRowwcTpROYSEnKzUkXrkz1EAn7V1zeTa1CV+FOHp6RlNclGaEJcvX15EvV+5coX37t3j06dP+fz5c96/f5/Xr1/nrl27OHLkyGjqBYBycMP79++VpANbtGghFp50jYCAAC5btkyQMhkyZODevXtjlPgEIqPey5cvz/79+3Pu3LlcunQp161bxzVr1nDx4sWcNWuWyrrHUQkAkyKPYULK/lEkAKMSAmnTpmWWLFmYK1cuZs6cmWnSpFHpBMtkMpYsWVIQAP7+/kqqPCVKlOD9+/cT3cYnT54oyTYnhlqPoiqPjY0N//3330QLaFFE1PdN8+bN+fnzZ5KR2T+zZs1iixYtlIhhdVuePHnYunVrzp07l0+ePCFJfvv2TUmV559//tFZWbe48OPHD3bp0kWMpUqVKnz9+rXYd/LkSc6YMYPNmjUTmVdxNcUsoI0bN/Lhw4fi3bZt2zZBgErvVn0hMDCQI0eOVFLrefHihdj/5csXnjhxgtOnT2fTpk2VMo1VtSxZsrBJkyacNm0ajx07plQu8cePH6xSpYo41snJiT4+Pvowm2QkMb1gwQIRtJUjRw5xf0r49OkTjx07xmnTprFx48Z0dHRkzpw5mSlTJtrb2zNLlizMmzcvy5QpEysZvn37dvEuLFiwIK9fv56YpkaDXC7nli1bhFpPxowZBQGkeIxidl7Pnj3ZoUMHtmjRgs2aNWP79u3Zo0cPpVKfUb/fPj4+gtC3tLTkjBkzDCJD++TJk+JeTp8+Pe/cuRPtGLlcTk9PTx45coSbNm3iqlWr+O+//3LJkiVcu3Ytt2zZwsuXLwuiJyr27t0rSCZ9qPLEBEW1nrRp05pKcJlgggmxYu7cuQQgsp3VJX8cHR2ZKlUqETBKRr5Xp0yZIuYB2iZ/XFxcaG5uHq2EbpUqVZg2bVr6+PhI5M8TRNZb13XJLROnY8C8jlSWU7EEKhAZ5F6kSBF27dqVy5Yt44ULF3jnzh0+efKEL1684IMHD3jz5k0ePnyYU6ZMURkErcht+Pr6sm/fvmJfmTJleO3atUThPMLDw3ngwAGh3mFlZcV58+YxJCQkWllORfuLFi3Krl27cvbs2Vy8eDHXrFnDdevWcenSpZw7dy779u3LcuXKqVQ3rFatGnft2hWvZDcTdA8/Pz+uW7eO5cqVi/bbS79/mjRp6ODgwFy5cjFr1qy0t7dXqUgJRAatTJkyhZ6enoyIiODSpUtFQo+DgwMPHz6c6DZGLSGfGGo9jx49UgqcGDBgAP38/HR6TVX4/fs3+/Xrp/S+efz4MUny3bt3XLx4MTt16sRChQpF42TjapkyZWLDhg05efJkEdwQEhKipMpTtGhRrZW30hQhISGcOnWqCKjKmzcvr127RjKS83B1deWiRYvYoUMHpRLJsTUzMzMWK1aM3bp1E0GPki97/fp1wQ1J71ZdJN2qg4iICK5atUpwTBkzZlRKmvLx8eGlS5f477//sn379kpKQ6pa2rRpWbt2bY4ZM4Z79uyhh4eH+GaFhoYqJcjUqVNHrdIZusT+/fuV1HqOHDmitP/Xr1+8cOECFyxYwHbt2rFo0aLMnTs3M2fOTHt7e2bOnJm5c+dmsWLF2L59ey5cuJAXL16MxlXdvn2b6dKlI/AnEVLf6xeurq4iaMfS0pL79++PdsyPHz947tw5zps3j7169WKnTp3YqlUrNm3alO3atWO3bt04bNgwbtmyhU+fPo3GR4eHhysFrnXv3t0gErAfP34s1HosLCy4c+dOlcd5e3vz7NmzdHZ25urVq7l48WIuWrSIq1evprOzM0+dOhVjcqWbm5sIXNOHKk9MUAwsMzMzo7Ozs76HZIIJJhgwzp49SwAiGNDE6ShwCAk6Gbio0OQA3kTZJrXL/98XAWB7Qq5papoTP4oIDQ3lvn371JoQx9ayZs3KJk2aiOCGqBG3+pwoRlWRaN26tZCKffDgARcsWMC2bdtqHPUeNRvI09Mz0W0zIf6QJsTqRL2rUi9QXAB9+/atcKgluVB9EoBhYWGcPXu2IK1y586ts0C6OXPmiL9T5cqV+fLlS51cR13I5XJu2LBBvHuyZs2qMsPo27dvPHXqFGfNmsVBgwbRycmJnTp1YufOnenk5MTBgwdz7ty5PHv2LL29vaOd/+HDB7EwlDp1am7cuFHvjjBJHjlyRNRid3BwiFG94uvXrzx9+jR37dolnMINGzZw27Zt3LdvX6x1uhcvXix+c32o8sQERbWeDBky0M3NLcZjf/36RU9PT7q7u/PJkyd0d3fnhw8f+PPnzxjP+fTpk8hqyZYtm15UeWLC8+fPRfkve3v7aJPGhGLVqlWC5Bw8eLBBlTry8vIS3/g0adII0lMb+Pr1qyC2s2fPzocPH2qtb23Ax8eHjRs3JhCZVRjVCUkINm/eLBZJhg8frjdVnpgQFBQkFjpSpkzJ8+fP63tIJphggoEiICBAKZhfXfJn7dq1YgGwf//+HDJkCMuWLcsUKVKwSZMmWid/vnz5wnTp0nHUqFHR9h05ckQsNP4/Sz/k/+RPcWqfWzBxOkbG68jlcrq6utLJyYklS5ZUUtfRpKVNm5Z16tTh9OnTBbdx7tw5kQwhKWboI7A5agl5RRWJ9+/fi3IyJUqUUJmME1srUKCAWACVAgdMMA74+/vHWTZYseXMmVNJvUDRj/39+7eSakWnTp3448cPvdkml8u5a9cuJbWes2fP6uRaR48eFQkiuXPn5sWLF3VyHU1w/vx5odZjY2PD48ePRzvm9+/fvHLlCpcsWcLBgwezd+/e7NKlCzt27MiePXty4MCBnDJlCg8fPkxPT89ofE1AQADr169P4I8qjyZlvHSF+/fvs0SJEsT/A20OHjyo8jhfX1+6urpyz5493LJliwhc3Lp1K/fu3RurYtmpU6dE4Jo+VHligqJaj6WlJffs2RPjsX5+fqJ8+JMnT/jy5Uu+f/+e3759i5GbCwoKYtOmTYUPuWbNGoPg8chItZ42bdqI+3Hbtm1a7f/ChQsi4bl+/foGVerI39+fvXv3FsEdmzdv1lrfISEh4u+aIkUKHjp0SGt9awOhoaEcNWqUWHtYs2aN1vq+du2aSML/559/9BKkGRvkcjknT54svrvLly/X95BMMMEEA4VcLhccTFLgdP4/v9cKp5NQAkKu0CKi/F+xhQP4CmAngIwJuaapJSygJyqiRr3/9ddfLFOmDAsXLkxHR0eWKlWKlSpVYtOmTVWqF5CRkc+KGRX6km9UhFwu55o1a8TkNXfu3CozzaWo94ULF3L06NEcPHgwnZycRI3SsWPHcvXq1bx9+zaDgoL0YIkJukRgYCC9vb3p5eXFN2/e8OPHj/z582esTv3z58+FSkLRokX1osoTE548eSIWozNlyhRNvSIhkMvlHDNmjHA65s2bpxdVnpjw/v17oaqRPn16rWZZubu7C2K7RIkSBifD/uPHD9apU0cQ8zdv3tRa39OmTRPv9qVLl2qtX20hICCADRo0EIFW2gru8PLyEkGfhQsXppeXl1b61SYUySlbW1tevXpVK/0uX75c/Obz58/XSp/aRnBwMFu1aiWIOW3Y/vPnT0GkFihQgO/evdPCSLWP0NBQduzYURBU2rjnd+3aJQK4Zs6caTAkZ1SEhYUJZyplypR6V40ywQQTDBdXrlwR37LGjRurPCYq+UOSzs7OLFmyJFOmTMn06dOzefPmfPz4MadOnap18qdVq1YsUKBAjEGz69atU0xACALQlLrhFkycjpHzOkFBQbx9+zZXr17NXr16sWrVqixXrhyLFi3KggULskSJEqxYsSL//vtvleoFElavXi3mA4oqGfrE6dOnhaKEra2tyoDewMBA3rx5kytXruTYsWM5dOhQ9unTRyRtjBkzhv/++69K9QITjB8hISH8+fMnP336xDdv3tDLy4ve3t6xlhf58eOHKGWcMWNGvajyxIQvX74IVWArKyseOHBAq/0rqrD26NHDoBZ8f//+Lb6dFhYW3LVrl9b6VlRhzZgxo1Y5E20gJCRElHw2MzPjli1btNb3gQMHRPJfz5499abKExMiIiI4cuRIwTVu2rRJK/0GBQWxbt26Ignq1q1bWulXm5DL5ZwwYYKYs27YsEEr/Z4/f14E7XXq1MkgFIejQi6Xc/r06cL29evXJ7jP8PBwtm7dWvCD2uLIdAFJUVRbv7ubm5sI5mndurVBqw4uWrRI2L5x40Z9D8cEE0wwUHz69Ekk8FepUkXlMcbA6SiUktQKp6NtIihWeWZTMyziRxsIDQ1lhw4dRBbF9u3bDWoh6O3bt0LFwMHBwSBIKROMF0+ePBEZU9WrVzdIQtDf31+UoUqTJg3v3buX4D7lcrmoWRmbLKi+ERgYyIYNGwrnTRu2v3v3TpDIlStXjlXRRZ8ICgoS9UVTp04dq1qNuliwYIFOCCVtIyQkhG3bttWa7d+/fxflfcqWLcvv379raaTaR2hoKDt16iRsT2iA4ZYtW4Rjrc1MIV1AMbgjTZo0CQpg9Pf3F2U5HR0dRek+Q0VERISQDU+o7SdOnBCZ/bNnz9beIHWEiIgIdu/eXQQwGpqKkgkmmGA4GDp0KAGwePHiBk1qx4bhw4dL3+UE1VlXt5k4neTL6yiqsE6ePNmgFv98fHzYrl07EeBgSMEXJhgfvL29Wbx48VgT//SNiIgI8Q0zMzPTGv+ybds2EbQ3fvx4g+JuJURNJNOG7f7+/qKMdvbs2fWuMh0TFNUrtGX7qVOnRDDPiBEjDPI3JyNtnzVrlrB99+7dCeovNDRUZOI7ODhEK1NuaJC4N23YfuvWLVHKrG/fvganvBsVkiK4TCaLVaEpLsjlclFmS1tcuK6xbNkyYfvevXvj3c/Lly9FCbfWrVsbXNCeKki2m5mZJch2E0wwIWnDxcVFrHkYa7WcHTt2aJXT0SYZ0Q1ACW31Z2qGT/woRj6nSpWKrq6u+h6SSvj5+Qn1inTp0vHp06f6HpIJRggPDw9R2qhBgwYGVYImKoKDg9myZUuhVvP8+fME9Tdjxgzi/xK4R48e1dIodYOQkBDxXsqQIUOCbP/y5Yso2VC1alWDyl5ThbCwMBHYkiFDBr548SLefa1fv144ltu3b9fiKHWD8PBwJdvjS9IFBASwXLlyBMBixYrpVXZdXSh+izNmzEgPD4949XPu3DmRrblo0SItj1I3iGp7fJWUpEWinDlz8sOHD1oepW4QFhYm3vNZsmSJ17364cMHkcU1evRogyV4o0LR9nz58tHf31/fQzLBBBMMEIqlt8aNG6fv4WgMV1dXsfCaiAE9Jk4nGfI6s2fPFvP+tWvX6ns4KhEREcGBAwcSiCxNYgrqMSE++P37N8uXL08ALFSokEGqsEqQy+Uik9jc3JzHjh1LUH9HjhwRvt6cOXO0NErdYebMmSKhLCG2BwcHi4S3HDlyxJhhbUiQ3skWFhYqS4+pi2vXrokyW4YczKMIKbjUwsKCJ06ciFcfcrmcXbt2Fco8hh7MI0Hxd49vub23b99KpVrZuXNngw/mkSAFc1laWvLKlSvx6kMKitKWinFiQZFvj0+CXnBwMIsWLUogssyWMSUxSApNKVKkoLu7u76HY4IJJhggFEtv/fPPPwZVLUQdeHp6Ml26dIYZ0GNqyYv4kcvl7Nmzp4h8vnPnjl7HExeCgoLYqFEjsfD1+vVrfQ/JBCPCt2/fhOR97dq1jaL8WmhoqFCryZYtW7zJKmdnZ6OLmg8JCRFlmLJnz05vb2+N+wgPDxdZXKVKleKvX7+0P1AdQNH2vHnzxmuh+8GDB0KxY9WqVToYpW4QEhLC+vXrE4gsjRYfR1bKhM+TJ48oL7lv3z4OGjSIVatWFVKPnTp1Unm+u7s7582bx1q1ajF79uy0tLRkpkyZ2LRpU168eFHlOZcvX2bnzp1ZtGhRpkuXjtbW1sydOzebNGmisqyAKgQHB/Off/4RMpSaTnB9fHyEEpXioqeubVdlh0RGZMuWTe1zpKDdRo0aaUxU7tu3j0BkGQcpEEzXdkvv1ZiauupIwcHB/OuvvwRhpwnkcrl4Xpo0aSL+bon1m/v5+XHGjBksUaIEbW1taWdnxyJFirB3795qqQIEBweLEmlDhw7VyHYTTDAh+eDq1asiKMZQAxVU4dGjR0ybNi0BSAkFiRLQY2rJj9dZuXKlCObZsWOHXscSF+RyOceOHUsAtLa25oULF/Q9JBOMCGFhYaxdu7bw9T5+/KjvIamFcePGEf9XRI/vIvXdu3dF+Z2JEydqeYS6g/S829jYxFuFd9CgQSL5w1CVeVRBUimK70L3z58/mSVLFgJgr169jCKYh4x8z48ePVqsNcSHx9y+fbvw76UyW8bA6cjlco4aNUrM/TRN2ImIiBDvuAYNGgif2hg4HblczmHDhsWbx3z+/Ll4xx05ckRsNwZeRy6Xs0+fPvHmMSdOnEgAzJ8/v/i7GQunI5fLRTn5qlWrGk0AmgkmmJC4+PTpkwhW7d27t9HMab5//84iRYoIhSGDDOgBYAZgMIBbAHwBhCvsKw1gNYCC2rxmcmyGQPxIEcTGFPkcGBgo6urlz5/f4NU2TDAcSAoQ5cuX5+/fv0lqNkEODQ3l0qVL2b17d5YsWVJI3sZVJ/f169fs2bOnmFQ7ODiwffv2aiuvBAQEsFq1asKh0/SD9/79e2GbtAiSWI7Bli1bWL58edra2jJ16tSsUaOGRplZAQEBrFSpEgGwY8eO6hv9f0g1fbNkycKvX7+S1L3tnp6enDVrFlu3bs18+fKJBShNZcADAgJYsmRJAuCgQYM0OjckJEScO3DgQLFd17Zfu3aNo0ePZrly5ZghQwZaWVkxd+7c7NWrl0b2+/v7M1++fAQiywVogmvXrlEmk9Hc3Jx3794V26W/h52dHQsVKhSr7ZLSS5EiRdinTx+OGzeOLVq0ENmQy5Yti3bO1KlTmTVrVrZo0YKDBw/muHHj2LFjR9rZ2REAJ02apNb4f/z4IVTElixZopHtTk5OBMAKFSooyfPq2vaoGDFihLBbXfKHJD9+/CgWPrdu3ar2ed++fRPSxKtXrxbbdW23RPw0a9aMU6dOjdYU77+44O7uLjIvFcmruLBp0yaRtSgFryWG7WRk5qCkmlGtWjWOGjWKI0eOZKtWrWhvb6/2/Oz+/fs0NzenTCaLdyafCSaYkPSxZs0aowlYICPf6w4ODgTA5s2bs3Tp0oka0GPidJIPr3Ps2DGx6LR+/Xq9jUMTyOVyodSjGIxtgglxYe7cuQQiy+9IiqbGwOnI5XL269dPBCJpymMqLq4rLoIYA6+jmEgan/KZFy9eJBCpeCIloRoLpyOXy9mhQ4d4J+x06dIl2rnGwunI5XKRkNuwYUONeMzPnz+LRb+NGzeK7cbC6URERLBq1arxStiR5rsZMmQQHGZi2B4V8eV0FLnIIUOGqH1eWFgYK1SoIILXFGEsvI6/vz/z5s1LAJw6daratt+9e1fwIVevXk00u0ntcTo/fvwQfs/SpUvVtt0EE0xIXrh8+TJtbGwIGIfCvI+Pj1IFiP+/lw0roAeAFYALACIAfAfgBSBCYX9aAMEApmvrmsm16Zv4uX//vlBvOHnyJMnEcYTJhEf/+vr6iozuAQMGaGa4CckSe/bsERPhd+/eie2aTJB//folyFIHBwfmyJEjznvezc1NlEKpXbs2R40axXbt2tHS0pK2tra8efOmWuNXXOjevHmz2nbL5XIhTdy8eXPxoUwMx2DkyJEEItV1hg0bxgEDBgh5uhUrVqhtw6tXr8RC96FDh9Q+77///hOTBMUSY7q2/dChQ2LBKW/evOJ305T8IZVVdjQphzht2jQC0bNidG27g4MDzczMWLVqVQ4dOpQjR44UyiO2tra8ceOG2jZcvnyZQKQ0ubqZfAEBASxQoAABcMKECUr7Ll68SHd3d8rlcl66dClW252dnVXK5Lq6utLS0pJWVlZKwRMkY1T88vLyYqZMmWhmZhbtnJhw9OhRAppl8p0+fZoAaGVlxWfPnint07Xtirh06RJlMpkgojQhf0hy69atBMC0adOqnXErlWmrVauWUjaQru2WiB9nZ2f1DYwFS5YsIaB+Jp9iqa1t27Yp7dO17aGhoSxVqhQtLS1VBiCFh4dr5JhNnjyZgKn0lgkmmBA7pIVcMzMzbtq0Sd/DiRGPHz8WpHadOnUYFBTEMmXKJFpAj4nTST68jmIg+KxZs8R2Y+B1IiIixByucuXKRie9bkLi4+nTp7SysiIAnj59Wmw3Fk5Hmj8Dykk36mDChAkEwIIFCyqVjTcWXie+CTt+fn5CZXvatGmJZrc2OR1FlR1NEnYkTsDGxkaJEzAmTkeRx9yyZYta58jlcjZr1oxAZFkORZ/SmDid+CTsvH37VgTRRFVWNyZOR5HHvHz5slrnzJ8/X7xnfHx8lPYZE6/j6upKIDIA8cGDB3EerxisOWzYMKV9xsbpHD58WGMe0wQTTEh+OHHihPhGDBkyxGBVvb59+yZxOMybNy8/ffqkVU5Hm2TERAByAFMQmdU1TZH8+f8xZwHc0tY1k2vTJ/ETEhIiAmIUI6Z17QiT2ov+ffjwoXj41ZWMNCF54uvXr8yQIQOB6DL9mkyQQ0JCePLkSTEJlmqhx3bPS4TN4sWLlbbfuHGDFhYWLFCggFpBbCTp4uJCIFKy1tPTU61zNmzYQABMly4dP3/+LLbr2jG4fv26WJz9+fOn2P727VshXatJ3fNly5aJd406pbfCw8MF6dClSxelfbq23dPTk1euXKGvry9JCkWx+JA/5J/7TF3JWkXn+dKlS0r7dG37vHnzVAZhSHXEixUrFuf4FTFkyBAC6kvWSqW2ihYtyuDg4BiPi8v22FCvXj0C4P79+9U+p3nz5gSgkRJe586dCaiXyadYamvu3LmxHqtL2319fZkrVy7WrVuXJONF/ihm8qlTekux1NabN29iPE4Xdms7oEexRGBcmXyKpbaaNm0a699JF7ZLykCjRo3SuE9ViGleaoIJJpgQFZLCLAAuWLDA4LK6rl69KrLK69SpI3zbRA7oMXE6yYTXkeaLUUscGAuv8+vXL2bNmpUAuGjRIs2MNyFZISwsjOXLlycAOjk5Ke0zJk5HkceM6qvHBEX1huvXryvtMyZe58qVK0JJV92EHUnJq2TJkkp8gLFxOpom7CgGAUW974yN05ESdtQtvSWV2kqdOjU/fPgQ43HGwOlokrCjWGqrdevWsR5r6JwOqRmPqVhq69SpU7Eeawy8jlQiUB0eUyq1VaBAAQYEBMR4nDFwOiTZqVMnlfNSE0wwwQRFHDx4UATpd+vWLcaAWn3h7du3wofOly+fmOsaakDPcwBXFf4/VQX5sw7AJ21dM7k2fRI/U6ZMETek4sRK146wtqN/p0+fTgDMnTu3qfSWCTFCKrVVp04drS56xnXPv379mgCYKVMmlRPZVq1aEVBWj4kNcrmcTZo0IaBe6S3FUls7d+6M8ThdOAaSNLAqNSFJiWHKlClqXyciIkKUHVOn9JZiqS1F4ikqEoMESCj5oyhZG1fprdDQULWPTUwCJDw8XGQnqROQJUGTTL6bN2+qLLWlCgmxvWHDhgTAw4cPq3X8169fmSVLFlpbW/P79+9K+yTioFu3btHOU8y4jksSefDgwQSil9pSBV3a3q1bN6ZOnZrv378nyVjJn9hs9/LyYpo0aQiAe/bsiXE8ISEhguhULLWlCrqwW7Jh6NChXLJkCefOnUsXF5dYAy5js5tUzuSLjSyUpOejltpSBV3YXqdOHQLg06dP+fbtW65evZpz5szh9u3bY3zG47JdUo40MzMT95AJJiQHRERE8OvXr3z//j1fvnzJZ8+e8fXr1/z06ZNSFn5Sg5+fH69evcq9e/fSxcWF69at4/r16+ni4sJ9+/bx+vXrMRLby5cvFwEI9erVM4h3RlBQEMeMGUMzMzMCkbL9isRUIgf0mDidRGz64nWOHDkS4wKxMfE6x48fJxCpQmEqvWVCTJAU2lSpNyjC0Dkd8o+arjqltxTVG0aOHBnrscbA6wwdOpSAeqW3FEttxaZ0YQycDqm6fFZCjzUGTkeT0ltfv35VWWpLFYyB01EsvdW1a9dYr7FlyxYC0UttqYIxcDqKPOaYMWNiHdM///xDAOzZs2ec4zcGXkex9Nby5ctj7OPr16+0srKKVmpLFYyF01HkMTUpJW+CCcYOuVzOHz9+8MOHD3R3d+ezZ8/o4eFBLy8vERycFBESEsJ79+5x//793LZtGzds2MC1a9dyy5Yt3LNnDy9cuBDjuty5c+eYMmVKApFKgrdv307k0UeHXC7n2rVrhVpe8eLFlQQSDDWgJwjAQoX/qyJ/5gII1tY1k2vTF/GjWGorNulDbTvCpPajfxUla02lt0xQhQMHDhCIzE6MK3NI2/e8lM1UoUIFlftHjx4tnAZFxDZBVpSs3bp1a6zjkzJIFEttqYIuHINs2bIRgMqF5hs3bhD/j9hXRFyOgWLprbNnz8Y4ph8/fojj4qrrnhgkgDrkT1y2K6ruRC2npAgpmylPnjxxZsEkJgESEREhgst+/fqltC8u26XSWzY2NrFmNUmyzHGRBWT8bX/37h2tra2ZMmXKGCekd+/e5dSpUzlx4kR269aN9vb2NDc3VxlwEpftBw8eJABmzZo1xqxPHx8fMQF+9OhRnDboynZprIrEW3zJH5JctWoVgcgSDDFh9+7dBCIVmeLK/tGF3ZINUZu5uTn79u2rMsMgLrtJcvz48QRiD16UAlUVpedjgi5sT506NW1sbLhw4ULxbpKara2tylI46tjeoUMHAuDEiRM1GquxIzQ0lA8fPuSmTZs4ZMgQduvWje3atWOzZs3YunVrdunShX369OHixYt5+fJl/v79W99D1gp+/PjBc+fOcd68eWzTpg2LFi3K3Llz08HBgenSpWOWLFmYJ08elixZkp07d+aSJUt49epVow7ij4iI4MuXL7ljxw4OHz6c1atXF99HVc3MzIxFihRhly5duHTpUl67ds0oy9IFBQXxypUrXLJkCTt37szChQtTJpPFaLei/cWKFWO3bt24fPlyXr9+XXwP9+/fz/Tp0xMAU6VKxXXr1ulNrefWrVsig8vMzIyjR4+OFmCbyAE9Jk4nEZs+eB3FBZO4SrgYA6/TrVs3Me8zld4yISpevnypstSWKhgDp6PIY8alTDlr1iwC0UttqYIx8DqKCTuxKcvK5XIWK1ZMLX/HWDgdRdWd7du3x9jP8+fPBf/x33//xTouY+F0FHnM2JJWJBXGuJIxSePhdF69ekVLS0uamZnx3bt3Ko+Ry+VCrVZV8FxUGAunc/v2bQKR6kwx+S///fefuN/VCRQzFl5n//79BEBHR8cY72UpULVJkyZxjt+YOB0pwfaff/7RaKzGDrlczlevXnHXrl0cM2YMe/TowQ4dOrBFixZs1aoVO3XqRCcnJ86cOZOnTp3it2/f9D1krSAgIIDXr1/n8uXL2a1bN5YqVYp58+ZllixZmC5dOjo4ODBXrlwsUqQIW7ZsydmzZ/P06dPRgiONCXK5nB8+fOChQ4c4adIk1q9fnxkzZoyV18idOzdbtWrFOXPm8MyZMxoFxhoKIiIi6ObmxnXr1rFPnz4sW7asmJ/H1fLkycM2bdpw3rx5PHfunOA07969S0dHR8GjjB07Vm9qPe/evWPdunXFmFu1ahVtHcpQA3p+Atig8H9V5M8OAF+0dc3k2vRB/MjlciFTO3jw4FiP1QXxo4voX0XJ2jt37qg1VhOSD6T7PbaoeAnavuclx8TBwUHlBF7K5oo6yY3rnpcI1CJFisToGLx584YymSzO2sik9h0Df39/ApFBVKrw/ft3ApFZbopQxzGQCK1GjRrFeIzkPNSrVy9OG3RJAkjQBvlDkn369CEQu/JO5cqV43wPS0gM2yVIgReVKlWKtk8d26WMnZik+N+/f08zMzNaWloqRU7HhPjYHhwcLMohLViwIMbjpDrjUkuVKhVdXFxUHuvj48MXL17E+IzK5XIxsT1w4IDKYySVgtq1a6tlhy5s//LlCzNmzMgGDRoobY+N/InLdn9/f6HSo0omnCSrV69OIG51HlI3dru6unLFihX877//GBAQwE+fPnHv3r2CpO7QoUO0c+Kym4x8xqT7WVV23sePH2lubk5zc3OVcuhRoW3bg4ODBcEFgKNHj+b79+/548cPbt68mXZ2dpTJZLxw4YLSeerYfvXqVfF9UKfMnrEiKCiIu3bt4oABA1ixYkXa2Nio5QRLTSaT0dHRkR07duTSpUvj/M4bCiIiInj69Gm2b9+eefLk0cjmqPYXLlyYTk5OvHXrlsGVXFKFe/fusWfPnjEG79jb2zN79uwsUKAACxUqJAKbpOdMsZmZmbFy5cp0cXExOGniqHjz5g3HjBkjAm8Um4WFBUuXLs1WrVqxc+fOdHJyopOTEzt16sSWLVuyRIkSKu3PnDkzJ0+eTE9PT3758oUtWrQQ++rWratRSdeEIiAgQEmVx9HRkTdv3lR5bCIH9Jg4nURs+uB1+vXrR0C9kgbGwOv8/PlTlN6KWiLbBBOk+z02f1GCsXA6Dx48IBB70kpoaKgIADl37lycthgLr3Pq1CnhJ8akLuvq6iq++XH5BMbE6axfv55A7Ekrkvpu375947TBmDidCRMmEIg5aSUsLEwEkOnqftcHp0P+SVqZMGGCyv1S4GDGjBljLR0vwVg4HZKsVKkSgZgVl4YPH05APXUe0nh4nbCwMDGvicqLkJGKV7ly5SIQd5kx0rg4nR8/fgh+IyGqZoaOiIgInjlzhqNGjWKtWrUEf6lJy5EjB5s3b85Zs2bx+fPn+jZJbbi5ubFfv34sVqyY8IPj03LlysU2bdrw2LFjRhHQ/+bNG44dO1bMzaI2Ozs7ZsuWjfny5WOhQoVEYJNUUjBqK1SoEBctWhRnSUZ9w9vbmwsXLhTvxKjcnKOjI5s1a8aOHTuyV69e7N27N7t06cI2bdqwUqVKKvlOW1tb9uvXj48ePWJgYCBHjRolEr4KFy4cI6eiC4SHhyup8qRPn567d+9WOe831ICeiwDeA7D6//+VyB8AaQB4AziqrWsm16YP4kfKoMiQIYPW1RvUIX50Ff07YsQIAmCXLl3UGqsJyQN37twh/r9Iok7JAl3c8wULFiQQvWTOrVu3xDMQNdsrrglyaGioyMh0dXVVeczYsWPVfia07Rh8/PgxVqcvNDSUAGhlZaW0XR3H4Pv377S2tqZMJuObN2+i7Y+IiGD+/PkJqJdppEsSQII65I86tj969EiQCarUCe7fv08g9uwXRSSG7WTkhDdjxoy0sLDg9evXo+1Xx3appED+/PlVLlpMmjSJANi+fXu1xqSp7eHh4WzTpg0BsF27dmotHgcFBfH58+ccMmSI2oScKixdupQARA1zRcjlcqEIoK5Uti5sb9KkCdOmTUsvLy+l7bG9B9SBJMneu3fvaPuePHkiHCZ11EoS4zeX8OHDByEV/vDhQ7XPU0TTpk0JgHPmzIm2T5Lpb926tVp9adv2gIAAMXdr1apVtPOlILO///5brespQi6Xs3jx4gRiLxVprJAIgAwZMkRzaPPly8e2bdty3rx53Lx5M3ft2sWDBw9yz5493Lp1K1esWCGyYCwtLZXOtbCwYNu2benq6mqQwS0xEQA2NjasVKkSBw0aRGdnZ96/f1+Umvr+/Tu9vLzo4eHBW7ducc2aNXRycmLp0qWj+RBlypThxo0bYyzPpC8EBgbS2dlZBJdLLXv27GzWrBlnzJjBEydO8MuXLzH2ERQUxNu3b3P16tXs1asXS5YsqWR/+vTpOWbMGL5+/ToRLYsd4eHhPH78OBs2bKikwlOkSBE6OTlxzZo1vHv3rloLFoGBgbx16xZXrlzJHj16sECBAqI/c3NztmjRgmfPnuWOHTtE0JC5uTlbt27Nixcv6ux58PDw4MiRI8W7XlLlic3fSOSAHhOnk4R5nZ8/fwo10tiUOyUYC6+zY8cO8a4wxG+ZCfqBr68vbW1t9Xq/64LTIeNOWtm7d69Gz4Sx8DqKSSsHDx5UeUzbtm0JxF12mzQuTieupBU/Pz+mTp1abT/SmDiduJJWDh06RCBSjSquQFXSuDiduJJWOnXqRAAcP368Wv0ZE6fj4uJCACxdurRKXkFSbrp3755a/RkTrzN9+vQYOZNjx44RAPPmzauX+12XnA5J9ujRg0DcpSKNEd7e3vz3339VBjdkyZKFjRs35tSpU7lp0ybu2LGD+/fv5759+7ht2zauXbuWw4YNY7Vq1UTwgGKrVasW9+3bF6NCuz4RFBTErVu3smLFikpjNjc3Z4kSJdijRw+uXLmSN27c4KtXr+jl5cVv377x06dPfPPmDR88eMCtW7dyyJAhrFKlilCal1quXLk4d+7cOEsOJjYkbqNRo0ZK3Ia9vT3r1q3LsWPHcu/evXzz5k2M75ewsDA+efKEW7Zs4eDBg/nXX38p2W9jY8Pu3bsbnFDF7du32a1bN6WApOzZs7Njx45ctGgRXV1d1SonFhYWxsePH9PZ2ZkDBw5kuXLllH77qlWrcufOnXR1dRVzbgCsUaMG9+zZo7Nkz+/fv3P+/PlKyYatWrWK9R401ICeDgDkAPYBSK1I/gBIC+AQgAgADbV1zeTaEpv4IcnOnTsTAMeOHRvnsdp2hHUZ/fv69WuhRmLMkm0maBeaTiB1Qf5cunRJfPjq1q3LUaNGsX379rSyshKSqrFl58SEKVOmEADbtm0bbV9QUJBYLFQnolXbjoG6xI+1tbVa14sKqZ64qvfYmTNnCIA5c+ZUK7o7MZxBbdRblyDV31aVudq7d28C0eW+Y0Ji2P7161dB1q1atUqt68R07Zw5cxIAz5w5o7QvJCSEDg4OBMArV66o1Z8mtoeHh7N9+/bieYspizA29O3blwC4b98+jc/99euXmOi/fPlSad/FixcJxF6SKyq0bfvWrVsJqC4BmFDy5+XLlwTAlClTRpP1HjBgAAH1y20m9m8ukXLqqMOpwunTp1W+y0JDQ0Wm18WLF9XqSxe2S7KqquTiPT09CYBp06ZVa3xRIWVERpXvN1ZERETwxIkT0QiAUqVKcd68eTx//rzambESgoODee/ePa5bt44tWrRQUjEpUqQIV65caRBluZ49exaNAMiZMydnz57Nx48fx+vZIiPnOXfu3Imm/JImTRoOHTo0GhGd2AgKCuLkyZMFASwRPiNHjqS7u3uC+/f39+fGjRtZunRp0b9MJmPDhg3VWuzUJc6fPy8Cq6W5XteuXbWmpCSXy3n58mW2a9dOKYigSJEiPHbsGDt27Kj0PBQuXJgrVqygj49Pgq8dHh7Oo0ePsn79+koEVLly5dSabydyQI+J00nCvM6SJUuEb6kOjIXXCQkJiTNpxYTkh5UrVxIAa9asqdbxxsTpxJW0UrNmTQLgypUr1erPmHid2JJWPn36RAsLC5qbm9PT0zPOvoyN04ktaWXdunUEwCpVqqjVlzFxOmTsSSv16tUjEHcZSQnGxOkoJq3s2rVLad/Xr19pZWVFmUwWY0muqDAmTicoKEj4a1Hny5L6fEwlDVXBmHidjx8/indZVP+0QYMGBMCFCxeq1ZexcTp3794VPrA6CdbGgLt377J79+5KaiM5c+bkxIkTefToUbXUsxURHh7O58+fc9u2bezVq5cIXgYiA4OmTp2qcZ+6wJcvXzh69GimS5dOjC9t2rQcPnw4b968Ge/fNzw8nM+ePYuW+GVpacmOHTvGOzlSW5DL5Vy/fr1SsIeVlRW7dOnCGzduJJjbCAsL45EjR0RwtyK3cPbsWS1ZET+8ePFCrD9JrX79+jx69KjWlJSePXvGQYMGKSlYOzg40NnZmWPGjFF6HhQVmhMKuVzOmzdvskuXLko8Ze7cuWNU5VGEQQb0MJKQ2PR/AigEwJf/kz33EFmLXQ5ghTavl1xbYhM/3759E5NEVcoWUaFtR1jX0b9S/d/58+fH63wTkhbiI/GoC/KHjFRWadOmDTNlykRLS0vmzZuXM2bMEAROs2bN1LqeIjw9PWlubk4LC4topOi2bdsIqM6AUAVtOwbxlWZWFzdv3iQQqTQWtdREs2bNCICzZ89Wq6/EcAa1Sf7s3LmTAFiiRAml31Yx6OPFixdq9aVr279+/cqiRYsSiJ7NGB/Mnj1b5fMiST8XL15c7Qm1uraHhYUJwqtjx47xnrgePnyYADhw4MB4nS8Faw0bNkxpe+vWrQmA06ZNU7svbdsuEZLqtKhBOepAKumgeA/5+fmJbJYnT56o1U9i/+bDhg0jAM6dOzde5yuqjR09elRsl+6lQoUK6fV+lwjJ48ePR9snfQPiG7T5+/dv4dQZk+ywKrx+/VosxigSADdv3tSq+oCnpycnT54sFkIl4vXEiRNau4YmCAsL4+zZs5XqaWubAJAQFBREFxcXIecORAb2ODs760Xh4datW0I5TSJknJ2ddUJkyuVy3rp1i127dhVkhLW1NefNmxfvYKn44vfv32KhQyJE5s+fr9NEi8+fP3PmzJnMnj07gcigphEjRvDVq1ecOnWqkhS2jY0NK1euzMGDB3PLli188uRJrH8juVzODx8+8NChQ5w0aRIbNGigpKxlbW2tcRZdYgb00MTpJFleJyIiQihVxaRsERXGxOtMnjxZ+BsmmCCXy1mkSBEC4N69e9U6x5g4ndiSVp49e0YgUvFKnexn0rh4nV+/fgmlsahJKzNmzCAAtmzZUq2+jI3TiSlpRS6XiwCxHTt2qNWXsXE6MSWtSKXtUqRIoTZnYGycztq1awmA1apVU9o+d+5cAmCTJk3U7svYOJ0xY8YQiK4gX7ZsWQLgli1b1O7L2HgdaQxTp04V296/f0+ZTEZra+sYy5RGhbFxOiSFSu22bdvi3Ych4NevXyJhXJfcho+PD1esWMHChQuL66RMmZIrVqxQS8VJ25DL5dy1a5dSAlWZMmW4adMmrSsjR0RE8NSpU2zSpIlIgjM3N+fkyZN1ps4SG969eye4aADMkyePTrmNV69eKan/AmCfPn3Unv9pC+Hh4VywYIHgltKlS8dRo0bRw8NDZ9f08/Pj2rVrxfsIAJs3b053d3euXLlS+AFApCpyyZIl2bNnT65atYq3b9+OswS9t7c3z5w5wzlz5rBVq1ai1KHEHzVs2JDHjx9X+1k22IAeRpIS3QE8+D/xI/9/ewKgh7avlVxbYhI/JDlv3jwCYKNGjdQ6XheOsC6jf48fPy5essZQd9EE3WLRokUEotcyjw26In9igqSyM2vWrHid37JlSwLgjBkzlLZXrlxZo3HpwjGQal+rysCUSv/FV31BLpeLrHRFx8DT01NI+MZWvkIRieEMapP8CQ4OZqZMmQhASep49erVBMDatWur3Zcubf/06RMLFy5MmUyW4CwuCV++fKGlpSXNzMyU7ispmHP16tVq96WO7SEhISJArGvXrglyoFatWkVAffWkqJDKqaVPn14sUIeEhIhJtiZqFNq2fffu3ezVq5fKJjmg0v/js6C9Z88eAmD16tXFtrNnzxIAy5Ytq3Y/if2bS+/hPXv2xLuPmTNnEgAHDRokto0aNSoaIRQXdGG7RGzNmzcv2r5bt24RAB0dHdUeY1RIZPP69evj3Yc+ERERwZUrV4qskowZM3L+/Pn89u2bTq8bEhLCPXv2KEnYdu/ePV7Ea3zx5MkTQc4CYK9evbTy/VMHbm5ubNSokbh2w4YNE02tJygoiGPGjBE15AsVKqS2apw28P37d/HeBSIzXRMrIO7cuXNiQdLS0pKzZs1KVJnw4OBgjh8/XvztCxYsyOvXrzM0NJT79u1TCqpTbClSpGDJkiVZuXJl1qpVi3Xr1mWVKlVYtmxZMdeK2vLmzcuFCxeqTb4rIrEDemjidJIkr3Pu3DkCkXLn6i5EGxOvE1vSignJD66urgQiM3N1oUZK6p/TiSlpZdCgQQTAfv36qd2XsfE6Tk5OBJSTVsLDw8U1z58/r1Y/xsbpkKqTVu7cuSP8BnXKkpLGx+lEREQIJYZTp06J7VIwZ69evdTuy9g4HT8/P5G0ophkLfltx44dU7svY+N0PDw8CEQGB0rj8Pb2JhAZdK9Jn8bG65w8eZKAsorbrl27CICNGzdWux9j5HT+/fdfAvEvVWcIOHnypPgmWVtbi+QRXUIul/PixYtC0QyILD2UmCW2v3z5ItacgEg1vdu3bydKwtTbt285cOBAEdhTvHhxurm56fy6ZOTffu3atSKBNEOGDNyxY0eirTMHBgZy1qxZtLS0JBAZ/JpYaj0vXrxQKqfWs2fPROUR5XI5N2zYIL6T6dKl486dOxkREUFXV1e2bds2WplnALSwsGDhwoVZsWJF1qxZk/Xq1WO1atVYrlw5peAdxZaQsvUGHdAjOgZSAMgKwFZX10iuLTGJn/DwcObOnZsAePLkSbXO0YUjrMvo3/DwcCGDpqp/E5IXpICPw4cPq31OYpI/wcHBzJ07N83MzOId6SoRugULFhTbvnz5QiAyk8vf31+tfnThGEhlsTZv3hxtn+SsT5kyRa3xqYJUkkUxa0uqzaztzJaEOoPaJn+k7Jnp06eLbZIM7Jo1a9TuR1e2e3p6skCBApTJZFy3bp3a41EHkgyzlJEsl8tFxvzbt2/V7icu24ODg0WgUK9evdSy29XVVeVxHh4eokRS1Im4OiUlyUg7pbJi0vtCCvIpUKBAnGNThC5sjwlAzPLM6touvdNSpUolxiJlsSkGusQFXditarFeLpdzzpw5wvmLmlGhrt3kn3e8IvkjLUxrk/CLj+0vXryghYUFHRwclGRPg4KCBEEdNehIE9sl8qdPnz5xHmtoiKrK065du0QvBxseHs6FCxeKoL/EUOuJqsqTmOSDIuRyOV1cXJg2bVoCiaPWc+fOHaHKY2ZmxtGjR8eZKaQrnDp1SijWSGo9usroCw0NZf/+/cW9XqZMGT5+/Fgn11IHd+7cERlcMpmMY8aMEeTb9+/flTKzJL84tmZvb8+6dety7Nix3Lt3L1+/fp2g+0gfAT1SM3E6SYfXadGiBQFw5syZap9jbLyOtICgiQKlCUkTUsDH5MmT1T7H2DidL1++0MLCgmZmZkrlIaUFRE0WsYyN15ECWHLlyiW2ScpE2bJl06oaqaFxOqq4K6mcopOTk9r9GCOnM27cOALgxIkTxTap5Mj+/fvV7sfYOB3yTzKaFBwSEhIifCdNysMaG6dD/nmnSYriUpKWpuUKjY3X+fHjB4HIRAIpEHvkyJEaz3OMkdORgnI1ScQzFERV5alUqZLaavjaxIEDB0SiSWKo9URV5UmVKhXXr1+vF+Xjy5cviwDQxFDr+fDhg5IqT6tWrfj161edXS82RE2S69OnD/38/HR2vWXLlilxh+rGDugC79+/599//y1sb9GihXj/+vn58erVq1y6dCm7dOnCIkWKiKSumFrKlCn5119/qa3UHBe0yelYQEcgGYRIWWYTjBhPnz7Fu3fvkD17dvzzzz96G0edOnXw5MkTPH36FI0aNVLa9/TpUwBA7ty549W3ubk5evbsicmTJ+PYsWPR+jch+SA4OBhPnjyBmZkZ6tatq9exBAQEwMbGBubm5mJbWFgY+vfvj3fv3mHgwIHIly+f0jm+vr74/Pkz0qRJgyxZssTYd40aNWBtbQ13d3f4+voiTZo0cHNzAwCULVsWtra2WrEhJCQELVu2xMmTJ9GrVy+sX78eZmZmsZ7Tr18/bNu2DbNnz0bz5s1hb28PAHj37h1WrVoFa2tr9OjRQ+kcde0GgGrVqgGAsFfx35UqVdLYxpgQH9vjA01sr1ixIgBl2+/duwcAKFeunNbGFB/bP3z4gFq1auHdu3fYtGlTtN9YFTSxvWzZsjh37hzc3NzQokULeHp6wtvbG+nSpUOuXLliPffw4cM4fPgwAODLly8AgJs3b6J79+4AgAwZMuDff/8FEHn/njx5EhkyZEC2bNkwY8aMaP3VrFkTNWvWFP9v1qwZ0qZNi4oVKyJHjhwIDw/H69evcfr0aYSHh2Pw4MGoV6+eUh+HDh1Cjx490K1bN2zZsiXGsctkMpQtWxYnT56Em5sb8uXLp/SsxwVd2x4fqGu7g4MDsmfPDi8vL7x69QqOjo5q265ru6tXr46CBQuifPnyyJYtG3x9fXH9+nU8ffoUKVOmxI4dO5A6dep42Q0AZcqUAQA8fPgQ4eHhMDMzw/379w3C9kKFCmH+/PkYOXIkSpYsiebNm8PW1hZnzpyBu7s7KlasiLFjx8bbdsk+xfecMeDQoUPo0qULAgICkDFjRqxZswatWrVK9HGYm5tj1KhRaNy4MXr06IFbt26hUaNGGDJkCJYsWaL171hAQABatGiBc+fOAQD69OmDhQsXRrv/EwMymQxdunRBnTp10LdvXxw/fhw9evTA9evXsXbtWqX5mDZw4sQJtG7dGsHBwXB0dMSWLVu0Og/RFPXr18fTp08xcuRIbNq0CePGjcPTp0/h7OwMCwvtUQZBQUFo06YNTpw4AUtLS0ydOhVjxoyBpaWl1q6hKcqXL4/79+9j+vTpmD9/PhYsWIAPHz7AxcUFGTJkwN9//42///5bHP/jxw+8f/8ewcHBCAoKQkREBFKkSIEUKVIgQ4YMyJUrF2Qymd7s0SZMnE7SQFhYGE6ePAkA6NWrl17Hoktex8nJCQcPHsSxY8cwderUhA7VBCPG3bt3AUCvHCagW07HwcEBpUuXxt27d3H//n3UqlULX79+xcePH2FnZ4dSpUppzQ5D43XKlCmDlClT4v379/jx4wfSp08v5v4VK1bU2jfYxOkYHqcD/LGdpMH497rkdCT7JE6nbdu2ePbsGUJDQ1GgQAGkSZNGr7bHB5rYXq5cOXz8+BFubm4oVKiQQfFZuuR10qVLhzx58uDt27d48eIFihcvbjD3u645ndKlSwMAnjx5gtDQUFhZWcV6vKHg8ePHaNSoEby8vGBtbY2ZM2dixIgRWucR1EHLli1RvXp1DB48GLt378bgwYNx9OhRHDhwAKlSpdLqteRyOUaMGIFly5YBAOrVq4eNGzciZ86cWr2OuqhevToePXqECRMmYPny5Zg5cyYuXbqE48ePx/m+1BTPnz9HvXr18OnTJ6RPnx6rVq1C27Zt9cYFFCtWDLdu3cKCBQswbdo0rF+/Ho8ePcLJkyeRLl06rV2HJMaNG4cFCxYAAHr27IlFixYhbdq0WruGpsiZMydOnz6NTZs2YcSIETh06BA+fPiA06dPI0OGDKhatSqqVq0qjg8ICICHhwcCAwMRHByM0NBQ2NjYIEWKFEiTJg3y58+vl2dXHegsoMeEpAFpsvDXX3/pxHFRF3379sXKlSuxZMkSdOrUCdmzZwcQGYAxceJEAED79u2VzknoIr8JyQ+PHz9GeHg4ihQpEmdQiyYTZACYN28eXr58CSBykRUAnJ2dce3aNQBA1apV4eTkJI6/dOkSnJycULduXeTIkQO/f//GyZMn8e7dOzRq1EipbwnqTpAtLS1RokQJJfLHUByDv/76CyNGjMDixYtRokQJtG7dGqGhodizZw9+/vyJFStWRCN5NXEMChUqJMgfb29vZMiQQRAg+rYdgOgLgLhfxo4dKybcTk5OShOQ+Cx0S/b6+fnB3d0dlpaWKF68uF5tr1GjBt69e4eyZcvi/fv3mDZtWrRzunfvrvTbJ2SRX/F+j2ui/fDhQ2zdulVp25s3b/DmzRsAQK5cuYTtb9++BQB4e3urtFuCou3Tp0/H2bNncevWLRw7dgwRERFwcHBA8+bN4eTklGAiOir5I9muDuGna9t1jbJly8LLywtubm5wdHRU+1nXtd2jRo3CnTt3cPHiRfz8+RNmZmbImTMnBg4ciBEjRiBv3rwa26qIqOSPjY0Nfv/+jSxZssQ5H0qM33zEiBFwdHTEokWLsH//foSEhCBv3ryYMWMGRo0ahRQpUmhqsoAxkj9bt25Fz549IZfL0bZtW6xatQoZMmTQ65gKFSqEa9euYcmSJZg4cSKWL1+OHz9+wNnZWWuBF79+/UKjRo1w8+ZNZMqUCTt27NB7MDUAZM2aFUePHsX27dvRt29fbNy4Eb6+vti+fbvW7qddu3aha9euCA8PR69evbBixYoE3ffaQpo0abBx40a0aNEC7dq1w/bt2+Hn54fdu3fDxsYmwf37+fmhcePGuHLlCtKnT49Tp06hfPnyWhh5wmFtbY05c+bg77//RtOmTbF79278/v0bBw4ciGZ7+vTpkT59ej2N1AQTNMfz588REhKCfPnyxTkP0DV0yetUqVIFgHHNAUzQPoKDg/Hs2TOYmZnFGdRizJwOEOnT3L17F25ubkqcTpkyZeLkb42Z1zE3N0fp0qVx/fp1uLm54e+//042nE7+/PmRKlUqfPr0CZ8/f0aWLFkMhstLTE6HpEZJWsbO6UjcTVQ+K7lwOkeOHIGbmxs6deqkUUCPsfM6ZcuWxdu3b+Hm5oaiRYuqnaRl7JxO6tSpUbBgQbi7u+Pp06ciYc2QcfPmTTRs2BA+Pj6oUKECtm7dikKFCul1TBkyZMCuXbvQpk0b9OvXD+fOnUOdOnVw6tQprfmy4eHhcHJywtatW2FlZYXly5ejT58+ek9usbW1xbJly9CqVSt07NgR165dQ61atXDmzBlkzJhRK9e4d+8e6tevjx8/fqB69erYt28fMmXKpJW+EwILCwtMmDABTZo0QZMmTXD79m3UqFEDZ8+e1YofKJfLMWDAAKxbtw4WFhbYunUrOnbsqIWRJxwymQxOTk6oXbs26tWrBzc3N1SrVg0XLlxA1qxZlY61tbVFyZIl9TTSBEIbMj9SA1ABwAEArwGEILLmetQWrs1rJseGRJRmHjBgAAFwwYIFsR536NAhduvWjd26dROSl3nz5hXbRo4cqXT83Llzxb6SJUsSAP/66y+xTZVs7aJFiwhE1sLr2bMnBw8ezIIFCxIAK1asGK12qrOzMwGwW7ducdrp6+tLALSystKpDJsJho3Vq1cLOdm4IEksx9QU5X/JP1K7MbWo9+l///3Hli1bMnv27LSysmKaNGlYvXp1Ojs7xyiTqMk9L5U6WLhwIUkKKd3t27drze64bIYKGU4JW7ZsYbly5ZgyZUra2dmxevXqMZaK0cRukvzrr78IgKdPn2Z4eDhTpkxJAHGWNkkM2+M6x9nZOd62R0REiJqinz9/5uXLlwmApUuXjvNcXdse1/EAeOnSpXjb/vbtWwKRdeXlcjknTpxIABw/fnyc5xo7Dh8+TACsU6cOyT+11qP+PZMiZsyYQQAcPny4qLWuKFmclNG6dWvxzohPrXVjhjQ3TKx62QmBVAYSiCw7oA9J4rhw8eJFUQu8WbNmDA0NTXCfPj4+kuQsc+bMSXd3dy2MVPu4evUqU6dOTQBs2rSpVmzft2+fkPcdPXq0Qf7mJHnz5k1RfkwbtgcFBbF27drE/+WYnz17pqWRah/37t0TcuHNmjXT+zcjsUtumTidpMfrbNq0iUBkKce4YOy8jjHNAUzQDW7fvk0ALFq0aJzHGjuns3HjRgJg+/btSSr7Ptq03RB5nSFDhhAAZ8+eTZKsUqWK4Hj0bbcuOR3FcR07doy/f/+mTCajpaUlg4OD9Wq7rjkduVzOdOnSEQA/fPjAgwcPEgDr1aun1t/NmOHl5UUATJs2LeVyOfv27UsA/Pfff/U9NJ3jxIkTBMDq1auTJPPkyUMAei3Xm1hQLBnv7u5OAMySJYu+h5Uo6NChAwFw/fr1+h5KnHB1dRXrCi1atIjzXawPeHh4iGenaNGi/PbtW4L7DA8PZ/v27QlElic6d+6cFkaqfbx794758+cnABYpUkQrZe0fPnwouJKGDRtG810MBZ6enqLEuzZsl8vlHDx4MAHQxsZGZQllQ8GnT59YrFgxYbu3t7dex6NNTkebZERrAOEA5ADeALgK4JKqpq1rJteWWMQPSVaoUIEAeOHChViP07UjLOH48eOsVasWU6dOTWtraxYuXJgzZsxQ+eLU1CkykT8m9OrViwC4bNkyfQ9F55DIH4nYjVqXOClDmnzMnj1b1FrPmTOnvoeVKJDevcePH+fixYsJgL1799b3sHSOqORP/fr1CWhWa91Y4enpKcif4ODgeNVaN1Yokj/nzp0jEFnDOjlg3rx5BMDBgwdz3LhxBCIDRpIDJFJh8+bN+h5KrNi+fbuY9y5evFjfw4kVt2/fpr29PQGwY8eOCaq/HhAQwKpVqxIA8+fPzw8fPmhxpNrH/fv3xfejU6dOCbL99OnTtLS0FM+joQbzSHj06JH43Tt37hxv28PCwkTgeObMmenh4aHlkWofjx8/FrZ36dIlQb97QpGYAT0mTidp8jpSIkdcSVqk8fM6xrQAZIJuoEmSlrHjwYMHYj5Fkk2bNiUQd5JWUsDWrVsJgC1bttQoSSspYMSIEQTAadOm8cqVKwTAxFoj0Dfq1atHADx06JBI0ho3bpy+h6VzyOVyOjg4EAA9PDySVZLWly9fCICpUqVKdklaEof1119/cd++fSJ4IDlg4cKFBMCBAwfqeyix4u7duyL5qWvXrgZ9X378+JFFihQhAJYtW5a+vr7x7ksul7NPnz7i2bxx44YWR6p9fP78mUWLFiUAlitXLkG2u7u7M1OmTATA5s2bG7wwxLdv37Rm+5QpUwhECmKcPXtWi6PUDby9vbVme0KhTU5HmzWUpgEIAFCdZF6S1UjWUtW0eE0TdIiwsDA8evQIAOKUt5s2bVqsN9q7d++Ujnd1dY31+JikNhs1aoSLFy/C19cXwcHBeP78OSZPnqxSyq979+6x9hUVUUuymJD8oK5Mb1KA4v2uWGu9YMGCeh6Z7qFou7qSpUkFkp3379/H48ePAfwpUZOUIZPJxHfs0aNHQvq6RIkS+hxWoiBbtmywt7eHj48Pnj59itDQUGTJkkXrtYMNEZLE7fv37/Ht2zcAiFOOO6lAqlf97ds3+Pr6AoBByL8mBiQJXcluQ8SpU6fQrVs3AMCCBQswfPhwPY8odlSoUAFnzpyBnZ0ddu7ciaFDh8arH5JC8jh79uw4f/48cuTIoeXRahelS5fGqVOnYGdnhx07dmDcuHHx6sfDwwMtW7ZEWFgYhg8fjmnTpuldijoulChRAqdOnYKtrS22b9+OWbNmxaufOXPm4MiRI7C3t8e5c+eQL18+LY9U+yhevLiwfdu2bVi1apW+h5RYmAYTp5PkoEl5CmPndUycjgnJidMpWrQorK2t4eHhAV9fX42edWOH4rPu7u6OwMBA5MyZU+9laxMDyZXTAZBsOR2ZTCbsfPnyJd6/fw8AcHR01OewEgUODg5ImzYt/Pz84OHhASCS47KwsNDzyHQPE6dj2JyOu7s76tevD39/f7Rv3x6bN2826Psya9asuHDhAvLlywc3Nzc0adIEoaGh8epr5syZWL9+PWxsbHD8+HFUrlxZy6PVLjJnzoxz584hb968uHfvHlq2bAm5XK5xPwEBAWjYsCG+ffuGevXqYffu3QZf4jdjxow4e/assL1Lly5SYolGOH78OGbMmAEzMzPs3r0b9erV08FotYv06dPj7NmzyJMnD+7du4fBgwfre0hagTYDevID2EXymhb7NEGPUKy1njZtWn0PR+cwkT8muLu7A4gk8ZM6ihYtCplMBg8PD0HM5s+fP85a60kBktMr1dwG/jhKSR2Snd7e3vj9+zcAaK1+rKFDIvf8/PwQGBgIILI2c1KHTCYTdvr4+ACIrBWbHJAyZUoAQFBQEIKDgwEgQbW8jQmSncHBwcnadkPE9+/f0a1bN0RERGD8+PEYPXo09u/fj8GDB6NatWpInTo1ZDIZOnfurPL8V69eYf78+ahduzZy5MgBKysrODg4oFmzZrh06ZLKc3Lnzg2ZTBZrmzlzZqzjLl++PI4ePQpra2usXLkSx44d09h2Z2dnHDlyBGnTpsW5c+eQK1cundsORJKgY8aMQbFixZAqVSqkT58eZcuWxcKFC+Hn5xfnuCtUqICjR4/CwsIC//77L65evaqR3XK5HD169EBgYCDatm2LRYsWQSaTJYrtb968Qa9evcQ5mTNnRocOHcQiSFyoWLEiDhw4ACCSuHv48KFGtj969EjcW/v27UOxYsUAQCPbPT09MWDAAFSsWBGZM2eGtbU1smbNimrVqsHZ2RlhYWExXn/r1q2oUKEC7OzskCZNGtSsWRPHjx9Xa+wVK1bEtm3bAADjxo3D69evNTHdWGHidJIYNEnSSgowcTomJCdOx9LSUiQw/Pfff/j48SMAoECBAvocVqJASkTz9PTE9+/fASRPTkda7E5unM7v37+TFacD/LFTkdtIbryOdL8nR17DxOkYFsLDw9GlSxf8+PEDDRs2hIuLC8zNzQ2e18mcOTPOnz+PrFmz4sqVK5gzZ47Gtt+7dw8zZsyATCbDvn37UL16daPgdLJkyYLz588jU6ZMuHDhAlauXKmx7ePHj4eHhweKFy+OgwcPwtra2ig4naxZs+LcuXNIkyYNjh49iu3bt2tk969fv9CnTx8AwPz589GiRQsAxsHpZM2aFadOnYKNjQ1cXFzixWMaGrQZNvgFQMx/eROMDl5eXgCShzMI/LFTstuE5AWSCAoKAgDY2dnpeTS6h6WlJWxsbBAUFCQmPpKTlNSh6BhIv7mNjY0+h5RokOxMjgEOku2KznBy+d2l31h61pOL3cn5N1f1rFtbW+tzSIkGxd/dEDFw4EB8//4dtWrVEoons2bNwqNHj2BnZ4fs2bPH6phPnjwZe/bsQZEiRdCwYUOkS5cO//33H44ePYqjR49i2bJlGDJkiNI5w4YNEwF9iiCJuXPnIiwsDA0aNIhz7LVq1cK8efMwfPhw9OnTB8+ePUO6dOnUstvT01MoEa1YsUIsQOna9nfv3qFixYr49u0batasiQYNGiA4OBhnz57FmDFjsH37dty6dSvOb2GtWrUwfvx4zJw5Ez169MCjR4/UJtFXrFiBa9euIXPmzFizZo1Q5tG17ffv30etWrXw+/dv1K5dG+3bt4enpycOHDiAY8eO4fz586hUqVKc4//nn38wcOBArFq1Ct27d8fdu3dhaWkZ53lhYWHo3r07wsPDMWDAANSpU0fs08T2169fY8eOHahYsSKaN2+OdOnS4cePHzh16hR69uwJFxcXnDt3LlpG5KhRo7Bo0SJkz54dvXv3RmhoKHbv3o0mTZpgxYoVGDRoUJw2tGjRAh07dsTOnTvRs2dPXLp0KakHv5s4nSSGnz9/IiQkBBkzZkwWSVomTscEaZE/VapUeh5J4kCyU1rotra2hrm5uT6HlCiwtLSEhYUFwsPDERAQACD5+XnJ2cdNjgEOyfl3l35jKSkxudht4nQMl9NZtGgR7ty5g+zZs2Pnzp3CNzYGXid37tzYuXMnatasidmzZ6N58+YoVaqUWnaHhISge/fuiIiIwLBhw9C4ceNEsVtbnE6ePHmwfv16NG/eHOPGjUPDhg2RP39+tWy/fPkyVqxYAQsLC7i4uIi1Q2PhdPLmzYslS5agZ8+eGDJkCOrWrYssWbKoZfuwYcPw+fNn/PXXX0rq4sbC6Tg6OmL27NkYOXIk+vbti6pVq8Le3l4t2w0S2qjb9X+ZpoUAXgKw0lafphbj3zpRaq3v37+fANiiRQudX8sQcPbsWQJgnTp19D0UE/SAwMBAUQcyucDe3p4AxLOeXO79//77T9Sal+p/TpkyRd/DShRs2bKFANi5c2fWqVOHAIyi7qk20LdvXwLg6tWrmSJFCgKgv7+/voeVKChevDgBcPfu3QTA4sWL63tIiQJfX18CoK2tLVevXk0A7Nu3r76HlSg4ceIEAbB+/frs2rUrAdDZ2Vnfw0oUjB8/ngA4a9YsfQ8lGvbu3SvuyTdv3ojtFy9epLu7O+VyOS9dukQA7NSpk8o+nJ2def/+/WjbXV1daWlpSSsrK3769Emt8Zw+fZoAWLp0abVtCA8PZ5UqVQiAXbp0UescuVzO+vXrEwCbNm1KuVwu9una9gEDBhAAp02bFs2O2rVrEwC3bt2qlh0hISHifTp06FC1znF3dxffnKNHjyrt07XtpUqVIgAuXrxYafuNGzdoYWHBAgUKMDQ0VC07/Pz8mCdPHpV/y5gwffp0AmDu3Lnp5+entE8T20NCQhgRERFte2hoKGvWrEkA3LNnj9K+69evEwDz5cvHnz9/iu1v375lunTpaG1tzbdv36plh7e3Nx0cHAiAy5cvV+scbUKb9dbjaiZOJ+nxOm/fviUA5syZU6fXMRT8+PGDAJg2bVp9D8UEPaFw4cIEwCdPnuh7KImCunXrEgD37duX7O59Ozs7JR+3UaNG+h5SouDp06cEwMKFC3PMmDEEwDlz5uh7WImC9evXEwB79uzJqlWrEgAvX76s72ElCrp3704A3LRpE83NzQlA7Xm8saNAgQIEIHzpcuXK6XtIiYIvX74QADNmzMhly5YRAAcNGqTvYSUKDHlN8tmzZ7SysiIAnj59WmmfMfE6gwYNIgCWLFmSISEhap0zceJEAmCBAgUYEBAgthsTp0OSnTp1IgBWq1ZNJc8QFf7+/sybN6/K9SNj4nTkcjkbNmxIAGzSpIkSLxcTjh07RgC0sbHhy5cvlfYZE6ejyGN27dpVrXO0CW1yOtpML5sKwAfAXplMlkuL/ZqgJ0jKFckl2l2yU7LbhOSF8PBwADDoeqfahhRBLsnaSRnjSR1SZrVcLhf/JjWvH2qMkGrEmpubR/v9kzokO62srERWS3zrBRsbpKwWSaY5JCREn8NJNChm7SW3b7wq2w01u0nbMNT56/fv3zFw4EAAwMKFC5EnTx6xr1atWihQoIBa3+Hu3bujdOnS0bbXqFEDNWvWRGhoKG7cuKHWmNavXw8A6Nu3r1rHA5HfD2dnZ6RIkQLbtm1TS7LW2dkZp0+fhr29PdauXatkp65tf/PmDQCgadOm0exo1KgRAIhSDXHBysoKW7Zsgbm5OZYvXx5n6S25XI6ePXsiKCgIXbp0QZMmTZT269L2N2/e4OHDh8iUKROGDh2qdE7lypXRrFkzvHr1CqdPn47z2kCkeuXmzZsBRGZixVV6S7HU1ubNm6OpX2piu5WVlUpVHEtLSzRv3hxApHy1ItauXQsAmDhxolL2Ve7cuTFw4ECEhITA2dk5zmsDkbXX161bByBZlN4ycTpJDMlNwSC5zfdMiI7kxutIPr3k1yYXTgdAtLlBcuF0IiIiAChzOtJ9n9ShitNJLtyGZKeNjY1QL0kutkvf9DRp0ij9P6kjOfNZhsrphIeHo0ePHggNDUWvXr3wzz//KO03Jl5n3rx5yJs3Lx49eqRW6a179+5h3rx5kMlkcHZ2VqryYEycDgAsX74cmTNnxtWrV9UqvTV+/Hi8efMGJUuWxMSJE5X2GROnI5PJsH79eqRJkwbHjh2Ls/SWYqmtWbNmwdHRUWm/MXE65ubm2Lx5c5IovaW1gB6SgQD6AKgG4I1MJvshk8neqGhJmgFLSkguzlBUJFe7kzuSmzMI/HEOJJnm5LjYm5ydIkOXMNU2FMurKUrXJgdEDehJLnarut8lGf6kDslOGxsb4WhLEtVJHZKdhkb+DBkyRJTa0oRo0QQSqa/OItbXr19x7Ngx2NnZoWPHjtH2b9myBTKZDN27d4+2r0CBAoL06dOnjyjzoAre3t5KpbbUlfXVFDHZXrRoUQDAiRMnlLbL5XKcOnUKZmZmqF27ttK+2GwvU6YMJkyYAJLo2bNnrAsoO3bsEKW2li5dGg+r1IMq2798+QIgkuxQRZzkzZsXAHDhwgWl7bHZXrNmTQwcOBDh4eEYPHhwrGOaOHGiKLVVq1YtjexRFxERETh58iQAoESJEkr7Ll68CACoX79+tPMkGXLpGAmx2d6sWTN07NgRgYGBmDp1qjaGb5AwcTpJD8mV20iudpuQ/Hid5MrpAH98veTm4yqWWzLxWcnnnk/OfFbUgB4Tp5P0YaicztKlS0WprUWLFunsOonB69ja2oqEndmzZ+Px48cxXoMknJycRKmtKlWqaGCN+kgsTiddunRKCTuxlep9+vSpKLW1ZcsWWFlZaWyXOkgsTidbtmxYsmQJgMhSWrG9T5cuXYrPnz+jcuXKGDZsmEb2qIvE5HQKFiyI2bNnAwDGjBljtP6i1gJ6ZDJZVQA3ANgDiAAQCECmoiXpovNJCcktozu5Za+ZoAxLS0uYmZkhIiIi2WS3SPd82rRpASQ/ZzC5L/Lb2toCQKwLsUkJkkOYMmVKQQRoEsGf2JDL5Vi6dCkcHR2RKlUqVKxYEefPn1d57LNnz2BtbY1Vq1ZF2xcREYEfP34AAHLmzAmZTIYvX74YNMmtLds/fPgAAMiYMSNy5YoUGvjvv/90N3AtQFu2S3bmzJlTZFHE5qAbArRl+5MnTwAAhQoV0ul4NYGHhwd2794NGxsbbNq0SaUznlC8f/8eFy5cQMqUKVG9evU4j9+8eTPCwsLQoUMHsQikCQYPHoxKlSrhy5cvsWbFbN68Gb9//0bdunVVEkzaQGy2jxkzBo6Ojpg8eTLq1KmD0aNHY+jQoShatCju3buHjRs3qsySig2TJk1Cvnz54OHhEY1UUoSU7TV79mykS5dOc8PUQEy2Z8iQQexXRVRIWW6x1TlXhblz5yJ16tS4du0aHj16pPKYt2/f4uTJk7CyssK0adM06j82eHt7Y9q0aZg6dSoGDBiAQoUK4ezZs+jYsSMaN24sjgsICMDHjx9hZ2enMoCsQIECAAB3d3eNrj979mzIZDLs27fPoOcPCYGJ00l6MHE6JiQ3JNd7XlG5wlgXKDRBREQEwsLCIJPJREBPcuF0AgICACgv8idnTufbt2/6HFKc0JaPK809U6dOjYwZMwL4w3cYIrRlt5+fH37+/AlLS0s4OjrCzMwMHz58MGj+WpecjsR1GCqSMqcTEhKChQsXAohUDpHeQdpGYvI6NWrUQP/+/REeHi5sU4WLFy/i0aNHyJo1K2bNmqXRNdRFYnM6TZs2RYsWLRAUFCQUjlRh9erVAIDevXujVKlSGtulDhKb0+nevTvKly+Pnz9/Ys+ePSqPCQsLE3+XOXPmwNzcXKNrxAR9czqDBw9GlixZ8PLlS7i6uibIFr1BG3W7/n9DXQcQAqAzADNt9Wtq+qm1TpLHjx8nADZo0EDn1zIEHD16NFnVXTYhOtKlS0cA9PLy0vdQYkRERASXLFnCggUL0s7OjhUqVOC5c+dUHvv06VNaWVlx5cqV0fb9+vWLAES9SQBMnz69WvUz9QVt2b5nzx4CYMOGDcVzX7t2bV0PP0HQlu29evUiAC5btowzZ84kAA4dOlTHo08YtGV7jhw5CIAvXrxgmzZtCICbN2/W9fDjDalGdr169ThixAjmyJGDFhYWfPjwodJx4eHhrFChAqtXr67y+X327BkBMEeOHCTJQoUKEQDv3buXKHbEB9qyfcmSJQRAJycnBgQE0MzMjObm5kq1ng0N2rK9QYMGBMB9+/bx7t27BMBChQollhnxgjZsDwkJEfXMfXx8EnP4sWLkyJEEwB49esR5bFy1p1UhODhY1INesGBBnMfL5XJRA/zu3bsqj/Hx8eGLFy9irdt+6NAhUUNdVT3s8PBw5smThwB44sSJOMelK9t//frFFi1aEIBoMpmMffr04YcPH6Idr47tixcvJgD+/fffKvdLz529vT0DAwPjtEMXthcsWFB88xVx69YtWlhYEAArVKigtE8d2wcPHkwA7Nu3r8r9Y8eOJQB27txZLTvUtf3FixfRfsNRo0ZFqxn/8eNHAmC2bNlU9hMaGkoAtLKyUtquju2NGzcmAM6bN08t27QBbdZbj6uZOJ2kx+t8/vyZAJgpUyadXsdQID3/mTNn1vdQTNAT6tWrRwA8cuSIvocSK7Tl4+bLl48A+PTpU6ZPn54A+O7dO10PP97Qlt2vX78mADo4OIjnPk2aNMmCz1q9ejUBsEuXLjx16hQBsGrVqroefoKgLdubN29OANy+fTvnzZtHABwwYICuh58gaMPHDQ8Pp62tLQHw27dv7NSpEwFw3bp1iWmKRtAWr3HlyhUCYOnSpUmSxYoVIwDevHkzUeyID7Rl+6RJkwiA48aNY3BwMC0tLSmTyfj79+/EMkVjaMv28uXLEwAvXryYWEOPEzt37iQAlihRQq1vjbHwOm/fvqVMJqOVlRW/ffum8piWLVsSAGfMmBHnmIyJ07l8+bLwG0JCQqLt9/X1pZ2dnZhnxQVj4nS2bNlCACxXrpzK/Xv37iUAFi5cWKv3uyFwOlOnTiUAtm7dOk67tAVtcjraJCP8AWzRVn+mpl/ihyTv3btnFAtA2nIMpElHz549dT1kEwwUtWrVIgAePXpU30OJEdqaHF+4cEF89OVyuVGQP9qyfcyYMQTASZMmGQ35oy3bS5UqRQC8du0aT548aRTkjzZs//r1KwHQzs6OERERgvwZOHBgYpqiEQoVKsRatWqJ/79584ZmZmbs37+/0nELFixgihQp6O7urrIfFxcXAmDz5s1J0ijIH23Z3rlzZwLg2rVrSf4hf27cuKG7wScQ2rBdLpczU6ZMBMA3b94YDfmjDdvv379PAMyfP7/Ox6suAgMDaW9vHyvJoghNSYDw8HARpNiuXTu1vmVnz54lACbUnwgLC2P27NkJQOXc+8SJEwTAPHnyMDw8PM7+dGH727dvWbx4cebPn58nT56kr68vP3/+zLVr19LW1pYODg588+aNWtdTxM+fP5kiRQoCUHkv9ujRgwA4YsQItfrThe2XLl2itbU1AbBu3bocNWoU27dvTysrK5YoUYIAWLlyZbWup4jnz58TAG1tbaMFzgUFBTFDhgwavWvjY/v79++5dOlSpk6dmpUqVeKPHz/EfnXJH2tra7Wupwhp7pQ7d2617mltIJEDekycThLjdUJCQoxiDqAtTufatWsEwJIlS+p4xCYYKkaNGkUAnDp1qr6HEiu04eMqJmmFhoby77//JgAeOHAgMU3RCNriNaSFJikBNXPmzATAV69eJYod8YG2bJeStJYuXcpv376JOVlizUviA23ZLvkdL1684Llz5wiAFStWTCwz4gVt+LjS3FtK0pISC/r06aPbwScA2uJ0FJO0SLJbt24EwBUrVuhu8AmEtmxXTNIiydKlSxMAr1y5orvBJxDasD00NFT4sIaUpFW1alUlfjEuGBOvE1vSiqenJ83NzWlhYRFrkIQEY+J05HI5ixYtSgDcs2dPtP2rVq0iANaoUUOt/oyJ0wkMDBTCBnfu3Im2v2bNmhq9a42J0/Hy8qK5uTnNzc358eNHjc+PDww1oOcLgMXa6s/U9Ev8kDSaBSBtOQZdu3YlAK5evTqxhm6CgWH06NEGT/5oyzFYsGABAYjzjIH80ZbtderUIQAePnyYpHGQP9qwPSgoiBYWFjQzM6O/v78IcjF08kcbtksLcNWqVSNJnj9/ngBYqVIlkhQqVd26dePbt2/Zrl07pk+fntbW1ixbtiyPHTum1J+Pjw8XLFjAWrVqMVu2bLS0tGSGDBnYpEmTGDOFJCfg+/fv7N27NzNnzkwrKysWKVJEpVJQihQpOHbsWKVtmTJlYsOGDcX/3d3dmSJFCv77778x/v2GDh1KAJw1axbJP+RP7969k7zthQsXVgqiiEr+JFXbP3z4QCBSGUSa70Qlf5Kq7Rs2bBDOsKHA2dmZAFi+fHm1jtfEEQ4PD2f79u0JgG1JaNlMAAEAAElEQVTbtmVYWJha12jdurVGZFRskNTeWrRoEW1fo0aNCIDz589Xqy9d2F6jRg0C4KNHj6LtW7p0qXgO4oOePXuqDNr58eMHbWxsYgz2UQVd/e6PHj1imzZtmClTJlpaWjJv3rycMWMGjxw5QgBs1qyZWuOLCikIPirBs23bNgJgqVKl1A6Ujk8mm4Rdu3ZFC9D19/cXQbyq8P37dwLxUyyJiIgQqlPHjx/X+Pz4IJEDekycTiK2xOJ1/n8PGfQCkLY4HVOSlgm7d+8mADZu3FjfQ4kV2vBxFZO0SHL8+PEEwPHjx+t28AmAtjgdSQ1w8uTJJP/MOXfv3q27wScQ2rK9ZMmSBMCrV6+S/KNE/Pz5c90NPoHQhu1Rk7R+/vxJALSxsRFz4aTq40rza8nfklQlpDlEUrWb/JOktWbNGpLk8uXLCYDdu3dP0rbL5XJmzJiRAESggpOTEwFwyZIlSdr2Bw8eEDCsJK1Hjx4RAFOlSkU/Pz+1zjEmXie2pJUpU6aIcakDY+N0YgraiSvYRxWMjdORguCl96kESelfVQJXTDAmTockW7VqRQCcNm1avM7XFIYa0LM5sYim5N4Si/gh/5A/ly9fTpTrxQfacoqkl/Tt27d1Ol4TDBdRyZ+kOjkmyXbt2hEAN23aRPIP+TNhwoQkbbtcLhdKCZ6eniSjkz9J1fbbt28TAIsUKSK2RSV/kqrt0oLzsGHDSDIa+SPZXbNmTWbMmJEVK1bksGHD2LVrV1pbW9PMzExJ6vXmzZu0tLRknTp12KdPH44dO5YdOnSgra0tLSwseOrUKZV2lyxZkgULFmSxYsU4aNAgOjk5MW3atATALVu2KB3v6OjIunXriv+/e/dO6dsml8tZrVo1VqxYUWWpGwlSFok0ppjIn6Rm++/fvymTyWhpacng4GCSMZM/Sc12qQySYj+9e/dWSf4kNdv79etHAFy4cKHK/fqAJBft7Oys1vHqOsJhYWEim6djx45qB2Z+/fqVlpaWtLOz00rA/ufPn0WwqPRdJSPn4zKZjNbW1vz+/btafWnb9t+/fxMA06VLp3K/RMwVK1ZMrfFFhaRmam9vr1TKb9GiRQRiLselCrr+3aNCIuakYE9NsW/fPgLRJZirVatGAFy/fr3afSWE/PHx8SEAFi1aVGl7tmzZCEBlFuGNGzcIxF+hcP78+QTAJk2axOt8TZHIAT0mTicRW2LxOtIcYPHixTq/VnyhLU5HStJatWqVTsdrguHi1atXBMAsWbKIbUnVx5WStKSSQ/v371eafyRVu8noSVrSvGb06NFJ2nYpSUsmk4lFZakEybZt25K07VGTtEiKUjPSIm9S9XGHDRumNG+PynUkVbvJPyXjJQWJ69evEwCLFy9OMun+5qqStNauXUvgT1njpGr7xo0bCYDt27dXuV8fkHimQYMGqX2OMfE6MSWthIaGiiRoV1dXtfoyNk5HsazWkydPxPa4ynGpgrFxOh4eHmJtRFEdR/rmxFRiXRWMjdORguKzZs2aKBU7DDWgJxOAVwBWAbDVVr+mpj/ih4xO/iRVx8Df359mZma0sLBgUFCQRn8jE5IOJPInc+bMJJPu5Jgk8+fPTwAi61Eif/75558kbbtUaz1Tpkzigx0T+ZPUbFestS5BqkEelfxJarYr1lqXIJE/Dx8+FHYD0aOzT58+TeCPnDcZ+W1TtUDt6enJLFmyqCxVKfXfq1cvpcn6s2fPaG5uzsKFCysdL0kL169fnyNHjmSuXLlobm7O+/fvk4wMTrGysuKzZ89U2kxGr7VOKpM//v7+Sdb2ixcvEvhTa538M+HPmzcv5XJ5krV9+PDhBKA0N1q/fr1Kgj8p2a5IQqhLNugaUn1oe3t7BgYGqnWOOo5wSEgImzVrRgDs2rVrrN/7qJBKDkoqXdqAFCSsKNEsqYF16NBB7X60bbu3tzcB0MLCQiUJI6m1JcSvKlu2bDTiS1I93LVrl9r96Pp3V0RwcDBz585NMzMzenh4xKuP0NBQESAt1awPCQmhlZUVAc3k0RNC/kjZY1HL63Tp0oUAVPqOkydPJgBOmTJF4+uRfwj2tGnTGh35E1czcTpJk9eRFoCkZyypcjokWaRIEQLgrVu31P77mJC0IJfLmSZNGgIQMvpJ1ceNmqQl2Zk+fXolXyep2a0qSUvKUq9du7bS3yKp2S4laSn6UbNmzSLwJ3kpqdouJWkNHz5cbJMWRKM+A0nJxyWjJ2mRkX9TALx582aStfvnz5+UyWRKazUBAQE0MzOjubk5v337lmRt3759OwHlJC03NzexZhEaGppkbZeUMxYtWhTjMYmJsLAwpkqVigBiHXdUGBuvIwUJt2nTRmyTglocHR21qr5raJxOnz59oj1HEyZMIACOGjVK7X6MjdMh/6gfHTp0SGyTOK5Lly6p3Y+xcTpyuZyZMmUiAL5+/TpefWgCQw3ouQjgPoAIAH4A3P6/LWq7oK1rJteWWMQPGTP5k9QcA1OtdRNIZfLHy8sryU6OJXUSqdY6+efZTpcuXZJ2DHbs2BFt7EePHiXwpxxKUrW9bdu2BCJrrUuYM2cOgT+ZD0nR9oCAAPFcK2bzShm8EyZMEHbnypVLZWR8zpw5mT59epX9R8XgwYMJgO/fv49md8qUKenr6xvtnOrVqxOAUlZFREQEFy5cyPz589PW1pblypXj6dOnSUb+TnZ2diIKf/Xq1cyVKxfNzMxYqFAhkako3dsFCxZUut5ff/1FANywYUOStV36fceMGSP6DQsLExH+58+fT5K2x1QHWbEE0KtXr5Kk7VLWZkw26QNbtmwhALZq1Urtc+JyhIODg9mwYUPxHtWEAJDL5SKg9969e7Ee6+PjwxcvXqhVJ33r1q0EwJYtW4ptHTt2JACuW7dO7fHpwnap9N6kSZOUtgcFBYm64FJArwRNbB8xYgQBcPr06SQj/8bp06cnAL59+zbO8yXownZ/f/9oz0JoaCh79OhBQFnSWIImtterV0+J/JFIZkdHxzjPVURctt+6dUtJAUmCn58f69atK77lipCyd/Ply8efP3+K7W/fvmW6dOlobW0d7fdR13ZF8ich5Jm6SOSAHhOnk4gtsXidu3fvEoCYlydVTkdK0jI3N1c7iNaEpAmpLOSRI0dIJk0fl1ROUCEjnxPJD3B3d0+ydr98+ZKAcpLWx48fCUSWZkjKSSuSSqCk0EGSZ8+eFT5/Uk5aqVSpEgHlgHmpzGLUxMSk5OO+f/+eZmZmtLS0VFJQkMbXr1+/JGk3+ef3rVOnjtL1JJX1efPmJVnbJdVTqdQYGfmOlwKX9+7dmyRt//jxI83NzWlubi6CcvWNJ0+eEIgsR6UJjI3Xefr0qbifJEjKw3369FF7bMbI6UhrRYoKvP/88w8BcP/+/XGeL8EYOZ1x48Yp/W2Dg4NpaWlJACqf+5hgbJwOSTZo0ICA+iXVEgJDDeiRq9kitHXN5NoSi/gh/0jJJ/Vs9oULFxIw1Vo3gWzcuDEB8N9//02Sk2OSXLNmjSBxJcjlcpHhceDAgSRruyTNvGzZMtGvYsCHm5tbkrT9y5cvtLS0pJmZmdJYFMmBL1++JEnbJbnWSpUqKV1LCuTMlCmTIAVjqjtbpUoVmpmZRTu/TZs2zJ49u1AkUGw3btyIZndMQaOdOnUi8EflIC7UrVuXpUuXZlhYmCiv1L9/f54/f56tW7emubk5Hz16xPr164v3mSKkGuylSpXimzdvkpztrq6utLa2pkwmixZpP2PGDAKRgQfS/Z6UbJcyF8uVKxftfMnhGzlyZJK0XXp/zJ07V60+EwPSe3DOnDmxHnfo0CF269aN3bp1E8RB3rx5xbaRI0eKY7t3704AzJAhA6dMmcKpU6dGazFl0miSveTs7ExAvVrkqsgfaU4RF8Gka9vPnTsn7teKFSty+PDh7NevH3PlykUAzJ8/P729veNt+86dOwmATZs2JRm5CA38yY7Xp+3Hjh2jg4MDO3XqxHHjxnHAgAHMnTs3AbBRo0YqVUk1sT0q+bNu3ToCkbLRcUET25s1a8Y0adKwadOmHDRoEMeMGcMOHTqIwIC//vpLlJ1QhBRslT17dg4bNowDBgwQwVYrVqxIkO3GSv7E1UycTtLkdSRiViaT0dvbO8lyOpI6oylJy4SpU6cS+KMSmBR93Dt37hD4k5AlQQqoHj9+fJK0myTHjBlDIDKzXRGVK1cmkHSTViIiIpgvXz4Cf4LVyMiklezZsxNIukkr9+/fJwCmSZOG/v7+ot+YklaSko/r5OSk9D6TICka2Nra8vHjx0nO7ocPHypx1Io4ceIEgcgAC6lkTFKyXVLQT5UqVbRSSitXriQQyecnxftdKm3VunVrtfpMDGiSpGXMvE54eDhTpkxJAIIfUTdJy9g5nf/++49AZPklMnKNLEOGDATAd+/e6dV2XXM6Uil1yfeTYgGiJgYn1HZD5HQmTZpEQDkRWFcwyIAeU0t6xA8ZGfGXJUsWApEyW0nRMZDL5aImqyZRlyYkTUiKFvny5RPlmZLS5Pjhw4csXrw4geilIBSzH5KiY3D48GHxfvn165fS+VJ9UCcnpyRpu/S+VWWTJPU4e/bsJGm79H53cXFROlcul7NEiRIEIO79mCZ8kgSlhIMHD9LMzIwpU6Zks2bNOGLECE6ePJlTp04Vx0adhAORpQdUoVu3bgTUU3NYv349LSws+ODBA5KRajv58+cXC8f+/v5MnTq1KDNmY2MTzbEJCgoSzsnBgweTnO3/nygrlWmQ8OnTJ1pYWNDc3FyU4EpKtkuOjSpJUilD397eXpSCSiq2SxLIVlZWorycIUBSwzpz5kysx0kLTzE1xUAZ6e8dW5s6darK60hKbWvXro1z7Jo4wlHJH6m0n5WVFYODg/Vu+6NHj9i5c2fmyJGDlpaWtLGxYZEiRTh+/Pho8wFNbZfIn2zZspH8U8JUKm+nT9v/++8/tmzZUnyf06RJw+rVq9PZ2TnGbLD4kD/169cn+UeqWh15dE1sP378ODt27MgCBQowderUtLCwYMaMGVmnTh2uW7eOYWFhMV5ny5YtLFeuHFOmTEk7OztWr149Wjmh+NhurOSPqRlWQyLyOopB3kmR0yH/+BHjxo1T749iQpJFTEkrScnHbdq0KYHopSCkpJWMGTMmyaSVO3fuCH8namm9pJ60IpVQz5kzZ7R3d1JPWmnZsiUBcOjQodHOV5W0klR83NSpU4uApatXr0brQ1KmmD59epKzW1ICzZo1a7S5fnh4uCi1vWnTpiRne8GCBQmoVt7w9fWlra0tAQh1rqRke4oUKQhASSlS31A3SYs0fl4nKn8lBdW5ubnp3W5dcjoRERGCU/z06ZNGSVrGzulI86WMGTNSLpeLJK2oQaQJtd0QOR1pzhFVBU4XMAX0JPOGRCR+yD8PZ5s2bZKkY7BhwwYxSVTMbDEheSI8PJw5c+YkABGFnZQmx1LEbKZMmaLVHv3165dYkJOivZOS7VJgh6r6shLZlSJFCj569CjJ2S79rqoWlc+cOUMAzJEjh8huSSq2S45u+vTpVUatS2Uly5Urp5HdRYsWpY2NDZ8/fx7tWGlBUxd2e3l5MU2aNEoyo/b29ko1jkmyfPnydHBwIAB2795dZV9jx44lALZo0SLJ2S7NNY4fP66yL8n5HTJkSJKyXZJftre3VyllSkb+fQAIZcKkYrsUfK4oP69vqMpwSspQJH+kWutly5bV97B0DkXy5/Pnzxw/fjyByMz4pI6o5I9Ua93V1VXfQ9M5jJX8MTXDaonJ6yT1pJWLFy/SysqKMplMLT/ChKQPVUkrScXHTZUqFc3MzAhEL/2Y1JNWqlSpQiBSlSDqIltST1qRVHhmz54drY+knLSSKlUqmpubEwBfvnwZrY+EJK0Yuo8rKTIVL15c5aLy3r17CUCU3kkqdpcvX16oNkhljaNCKj8nBTUlFdvLlCkj3u9Pnz5V2ZekYiOVmU8qtkv3caFCheIMokhMqJuklRQgcaRz5syhr6+vSNKKun6UFCE9L8eOHeOBAwcIqJekZeyQy+W0t7cXvpn0Loiq9J8U8eHDBzF/0PU7R5ucjgVMMCEO9O7dG7NmzcKhQ4cwcuRIAEDatGlVHmthYQG5XC7+f+jQIbRu3Ro2NjaoV68e8uXLB1tbW5iZmcHV1RWXL19GSEhItH5i6x8AIiIi4hz3hg0b4Orqirt378LCwgILFy5E/vz5sWrVKshkMlSqVAlnz57FzJkzAQB9+vSBpaVlnP2akLRhbm6Ofv36YcKECdi+fbtG506ePBlWVla4d+8eChcurLSvb9++uHz5sjaHKvDx40eMHj0a48aNQ6lSpQAAL168QN26dSGTyQAAtra2cHR0xJ07dwBEPtdWVlZK/aRNmxYdO3bExo0bsWPHDo3GYOi2FyhQAA8ePAAA9O/fP1o/jo6OqFu3Ls6fP4/9+/drNAZDt93BwQGvXr1C/vz5Ubdu3Wj91K1bF/nz54eHhwcuXryo0RgM3XYbGxsEBASgV69esLGxidZPp06dMHr0aNy7d0+j63t4eKBo0aLRbJbL5bh27Vr8jFIDffv2Rfbs2TF58mSl7VG/o0FBQfD29gYADBgwIMa+FixYgOPHj2s0BkO3/fv37wgNDUXu3LlRv359lX0NGDAAe/fuxc6dOzUag6Hb/unTJwBAjx49kDJlSpV9DRgwAD169MD69es1GoMh2/7jxw98+/YNQMz3uz7w8uVLBAYGInfu3EifPr2+h6NzlC1bFjdu3ICbmxusra3FtqQOMzMzlClTBpcvX4abmxvu378PIHnYnjt3btjb2+P79+/48OEDnjx5AgAoXbq0nkeme0i/78OHD/U7EBNMUBMNGzZEzpw58fr1a1y9ehVA0uJ0Ro4cidDQUDRu3Bi5c+eOs18Tkj4GDBiAI0eOYO3atWjXrp1G5xq6j5s2bVr4+fmhfv36yJcvn1IfMpkMAwYMQL9+/bBt2zaNrm/odjs6Oorvbv/+/cU+CTY2NujVqxfmz5+f5GzPkycPHj16BEtLSzg5OUXrJ0uWLGjZsiX27t2LXbt2aTQGQ7fd3t4efn5+qFOnDhwdHaP1U65cOZQvXx53795NctzG58+fAUS+z6Le7wDQvHlzZM6cGR4eHhpd39Dt9vPzg4+PDywsLFTe7wDQs2dPTJkyBa6urhqNwdBt//z5M+RyOWrUqIGiRYuq7Kt///5Yu3atxty1IdseERGBjx8/Aoj5ftcHwsPDxXcnOfj3ko1ubm548OABSKJ48eLR1o+SIsqWLSs4nbCwMLEtqUMmk6Fs2bI4f/483Nzc8OjRIwBAmTJl9Dwy3SN79uzImDGj4LNy5cql7yGpBbP4niiTycol5MIymcxGJpMVjvtIE/SNbNmyoXnz5ggPD8fu3bs1OlfRMTh8+DAWLVqEGTNmYNq0aSon4tpCTI5B6dKllRyDvHnz4sOHDzA3N0fv3r11Nh4TjAu9evWCpaUlLly4oNF5Hh4eKFKkiEFOjgHA398fv379gpmZGfr06aOyLynYJT6OgSHb/uXLF8jlclSqVCnGhSZpIdjFxUWjMRiy7STFIn///v1hZhb9s29mZiZ+9zVr1mg0BkO2/fXr1/j586c4XhXs7OzQrVs3ja+fO3duvHr1Svxtgci/9fTp0/H8+XON+1MH27Ztw+nTp7F582YlZ6pIkSK4cuUKfH19AQBv3rzB8+fPERERIcgtVciTJw8aNWokHBV1Yci2v3jxAu/evQMQeb+bm5ur7K969eooXbq0CHpSF4Zs+7Zt2+Dj4wOZTKYyaFFCu3btkCdPHrx69UqjcRiy7T179kRERAQcHBxQqVIlnYwlPnjx4gUAoESJEnoeSeJAslPxOSxUqJAeR5R4kL6B7969E8FlyWFBWSaTCTu9vLwQGhqKFClSIHXq1PodWCIgU6ZMACDeQ8YKE6eTfCAlrQBIUNKKIXI6BQsWxLNnzwAAAwcO1Nl4TDAuSEkrnp6eGietGLKPK5fL8fXrVwAxB7J36tQJqVKlilfSiqHaDQC/fv1CQEAA0qRJgw4dOsTYl0wmi1dghyHbLi10t2nTRsxBokK6HzRNzjNk2wMDA5WCWmKCtG/FihUajcGQfdzNmzcjMDAQFhYW6NSpk8q+LC0tlbguxWDc2GDIdr958wb//fcfAKBly5bImjWryv4yZMiALl26KI1fHRiy7deuXRP3+7Bhw2Lsr0SJEmjUqBECAwM1Goch2z516lQEBQUhRYoU8eJodQVPT08EBgYia9asySJJS5HTef/+PYDkyelI86zkwOkAf+z8/v27eCYdHBz+x95VhjeZNdFJlQoUirsVKO6wiy3u7rBoocji7u5aHIo7Xdydxd1lSylSQ0opUKWWvOf7ke/ejbZJGm17nuc+uyR5b+40r9w5M3PGhCsyDkQikUXyOjon9BDRA5FIdEwkEtXU5iCRSOQiEolGEdEHIuqSiu/PgBHBNse6VLObq2NA9F81e4cOHdRuEjOQ/pArVy7q0qWLxg4Bgzlvjj98+EB+fn5ERNS6dWsqVKiQyvmqVKlCtWrVoujoaK3WYc62P3r0iBMgw4cPVztfmzZtqHjx4nzTqinM2fbly5dTbGws2draUr9+/dTO5+HhQXny5OEqRprCXG0XBIF69OhBAKho0aJUrFgxtfNNnjyZMmfOTETSJCBNMGbMGIqOjqbKlSvTX3/9RaNGjaLq1avTsmXLqE2bNqkzUAW+fv1Ko0ePpjFjxlCNGjXk3ps4cSJFRERQ7dq1aezYsVS3bl1O5CxatCjZeVesWMH/hiEhIRqtxZxtZ8kcRYoUoZEjR6qdUyQS0datW3mCG3PWUoK52j58+HDq378/EUn3a25ubmrndHBwoO3bt/N/s6S3lGCutrdr145OnjxJRFLS01wquYiIE2zpIbmBiMjFxYWIpHbHx8cTkTTQmh7AFLHi4+MpLi6OiKTXWnoAs5PtO9KL3XZ2diQSiUgsFpNYLDb1clKDDE4nHSGtFq0wdcZixYpR06ZNDbaeDFgWZItWVqxYodWx5urjEhEtXryYEhMTydHRkVq2bKlyLmdnZ+4bsLVrAnO2++3bt1yFxMPDQ+0es2jRotSxY8c0VbRy6tQpXogyatQotfPVq1eP6tSpo7F/x2DOtg8fPpySkpIoa9as1LZtW7Xz9ezZk8qXL0/BwcFarcNcfdxhw4bxIszhw4dzvkoVxo8fTwUKFCAiohcvXmi0DnO1m3E6AMjBwYGWLl2a7LyLFy+mHDlyEBFxvjslmKvtY8aMoSZNmhARUYMGDahdu3bJzrtp06Y0w2P279+fFixYQERES5cuNSv+hHE6jOtI62B/+1+/fnFeI4PTSftgdsbFxaVb2xmHaQlITULPQCKqQUR3RCKRn0gkmi0SiZqIRKJssh8SiUTWIpGojEgk8hCJRH8T0Rci8iKim0S0IxXfnwEjokGDBlSmTBledaopzNkxuHLlCrcnuSB/BtIn5syZw1tGpIVAd61ataR9Fm1s+EZZHdatW8eVLUJDQzVaiznbXr9+fSKSSiWqq+Qiksq/b9u2jf/b0gPdgwYNokmTJhGRtNrB1dVV7ZxZs2Ylb29v/u+oqCiN1mKutjdq1IgePnxIRES7du1Kds78+fPTzJkziYjo/v37cs8rdRg8eDDt2LGD8ubNS7t27aJ9+/ZRwYIF6f79+waRpRw2bBhlz56d5s6dq/Re27Ztydvbm+Li4mjdunVyqkSqWqzJomTJkjRx4kQiIrp79y79/PkzxbWYq+1r166lqKgoEolE5OPjo7LFmiyqVKnCq7hv376tUXWTudq+ceNGkkgkVKxYMfLy8kpx3vr16/Nqtlu3bmlEeJuj7bGxsTyZx9PTU21Qw1RgDmF6cYTZNSdLgKR0HaYVMDvj4uL4757ebGf7hvQgx00kTQxltqtqNWRByOB00hFy5cpF3bt3T1NFK69eveLFGMOGDVOpRpqB9IvBgwdT8eLFudqDpjBXH3fgwIE0ffp0IpL69+rUSNn7LNDNVCNTgrnaPXbsWKpZU5p3mjNnTu67q8Pq1at5oFvTVkTmavuoUaOoU6dORCRNWlH8rCxEIhFt3749zfCY3bp1ox07pFuMTZs28XaNqmBnZ0c7d+7UumDHHH3cuLg42rRpE0kkEipZsiQtX7482TmdnZ1p2bJlRCRN6NGkHay52i3LZ3l5eaXY/iR79uyc3378+LFG17u52r527VqKj48nZ2dn2r9/f4qFSrIJzw8ePODKPsnBXG1nnG2DBg3MLj6X3nx72eSG9Ga7LJ/FbGfP07QOWT6LcRvpzXZLSughADoPInIioqlEFEREAhFJ/j/iSUry/JR5TSCiJCI6SkS/p+Z70/sgosdVqlSBsXHjxg0QEYgIrVu3VvmZP/74A9LTSopNmzaBiJArVy4MHToUI0eORNWqVeHg4IA2bdqAiHD16lW5OYgIf/zxh8r5+/btCyJCQECAyvdDQ0Ph6uqK8ePHK7134sQJEBHKli2L0aNHw97eHkSEli1bamR/BtIfZsyYASJCpkyZ8P37d6X3Fc93ANixYwcqVqwIR0dHZM+eHe3bt8eLFy8wa9YsvZ/vnTp1QokSJfDr1y+V73t7e6NYsWKwtbWFra0tiAgLFixI0W4AGDlyJIgIzs7OiImJUXrfUmy3sbEBEcHOzg7v3r1L0W7Z786WLRsSEhKU3rcU20UiEYgI1apVgyAIKdoNAO3bt+f3bIlEovS+JdhesGBB/qyaMmVKijYDgCAIaNmyJX++afr3MjfMnz8fRIRChQohKipKo2PEYjFq164NIkLv3r0NvELDIC4uDu7u7iAiTJw4UePjEhISUL58eRARRo0aZbgFGhCXL18GEcHW1hYvXrzQ+Ljo6GgULVoURITZs2cbcIWGw59//gkiQr169VTer0yNdevWgYgwdOhQUy/FKDh//jyICE2aNEHPnj1BRNi9e7epl2UUTJ8+nV9L7LrSdM9h6ahfvz6ICIcPHwYRIUeOHKZektHA9piq9or6RJUqVUBEj2E4biGD00lHvM6nT5+QOXNmEBFq166t8jOWwumMGTOG21KiRAmDX4sZsExcv36d+4Zt2rRR+RlL8HFl/fvffvtNI391y5YtICJYW1vD39/fYu22tbXltp8+fTpFuwFg2bJl3Ef6+PGj0vuWYruVlRWICHny5FHJy6lCWuAx2X6aiNC1a9cUbWZgthcvXlzjv5e54ezZsyAi2Nvbw9fXV+Pjhg8fDiJCxYoVLfZ52LlzZxARGjdurBUnx3xPc+UFUkJQUBDfz+zbt0/j4wRBQIsWLfjzzRJ5zJUrV4KIkDdvXvz48cPUy1HC3bt3QUSoUaOGqZdiFHz79g1EBFdXV/7bWCpXqi2OHz/OryV2L/Lx8TH1soyCcePGgYiwdOlSFChQAESEoKAgUy/LKKhZsyaICHfu3DHo9+iT09EXEWFFRM2IaBkR3SWiT/8ngH4S0RsiOkREw4govz6+L70PUxA/DP379wcRIWvWrBYd6La2tuZ2qHJwMpABAJBIJKhbty6ICL169TL1cnTGoEGDQESoWrUqkpKSNDomISEBFSpUABFhxIgRBl6hYfDt2zfkypULRIQ1a9ZofFxMTAyKFSsGIsLMmTMNuELDYefOnfwe9+nTJ42P+/79O/LkyQMiwqpVqwy4QsNAIpGgXr16ICL06NFDq2M/fvwIFxcXEBF27txpoBUaDi9evOCJe5cuXdLq2Ddv3iBTpkw8KGtpGDNmDIgI7u7uiIuL0+rYx48fw9raGiKRSGOC2Fzw6dMnnsA2b948rY+/evUqiAg2NjY4c+aMAVZoOKxfvx5EBEdHR7NNnGBBlAEDBph6KUaBLAHi4eEBIsKWLVtMvSyjYPz48SAiLFmyBGXKlAER4eXLl6ZellHw22+/8ecO/T8RPD0gKSkJRAQrKyuDk+eGTujBfxxDBqeTTnidFStWpIlAN0uqs7KywpMnT1K0OwPpF6xYqUKFChYb6N68eTOICNmzZ0doaKjGx/Xq1QtEhDp16lhkoFssFuP3338HEaFv374aHycIAlq1agUiQqtWrSwy0P3kyRPY2NhAJBLhxo0bGh+XFgp2Ro0aBSJCuXLlEB8fr/FxsgU7lshj/vz5E/nz5+d+hTaQLdjRtLDNnLB3717uSwQGBmp1bHh4OHLnzq0zL2JKxMXFcQ6zffv2Wt+rQkJCOI+5ePFiA63SMLh69Sovtj916pSpl6MST5484Yly6QEfP34EESFfvnzYsGEDiAhDhgwx9bKMggMHDvAk0t69e1tsbEAXDBs2DESEtWvXokSJEiAi+Pn5mXpZRgGLfT59+tSg32N2CT0ZI30QPwAQGxuL4sWLg4gwY8YMk6whtfD394eDgwOICCdOnDD1cjJg5nj79i0/X44dO2bq5WiNCxcugEiqUKNtcIkRCESECxcuGGiFhoFEIkGnTp04mawteXXt2jUe6L5y5YqBVmkYvHr1ijt0u3bt0vp4Vvlqb2+vRM6bMwRB4EHV3LlzIzw8XOs5duzYwavZrl27ZoBVGgZBQUE8sWPw4ME6zeHl5WWRti9fvpxXnt67d0+nOebOncttv379up5XaBiEh4ejbNmyICLUrFkTiYmJOs0zZcoUbrs2RLEpsWfPHl6xuX37dlMvRy3YOv/8809TL8Uo8PHxARGhS5cucoRAegCriF2zZg1z1HH//n1TL8soYATI/fv3eWBd0+RxS8aPHz9ARHBycjL4dxkroSdjpB9eRxAErqzTokULiwx0x8TEcF7KUgswMmA8yJ4v06ZNM/VytEZAQABXbzhw4IBWx8oW7FhasBcAFixYwIOLP3/+1OpY2YIdSytW+v79O0qXLg0iwsiRI7U+Xpb3XrdunQFWaDjs27cPIpEI1tbWePTokdbHs4IdIsL69esNsELDIDY2lheU1qxZE2KxWOs5rl69ytWsNmzYYIBVGgbnz5/nxWne3t46zXHq1Clu+8aNG/W8QsMgKSmJq6Tnzp0bX7580WmegwcPcts3bdqk51UaBg8ePICzszOICMOGDTP1ctTC19cXRIRSpUqZeilGwbt370BEKFasGLZv3w4iQr9+/Uy9LKOAxQP69OnDC+Mt6T6aGjABjy1btnB+58GDB6ZellHAEmENncCUkdCTzocpE3oAaesttrm+ffu2ydahC+Li4nh1R3oJsGQg9Vi1ahUn7XUNGJsCT58+5QSGpq22FMGqLp2dnS0mOCUIAkaMGMF/M13VG1hyiCXZ/v79e+TNmxdEhE6dOulM0LPgpLOzs8Vs4hjZZ2Njo3MCmiAIGDx4MIgImTNnxsOHD/W8Sv3j69evKFmyJIgIv//+u87S0oq2W8LvzipVdU1eYxAEgTtsmTNnxt27d/W4Sv3jx48fqF69OogIZcqUwbdv33SeSxAEDBw4kNtu7kk9+/fv5wTtsmXLTL2cZMGSI5s2bWrqpSQLiUQCLy8vlCxZEs7OzqhRo4Zala9Xr17Bzs5OZWBg7dq1ICJ4eHjwvcOECRMMvfxUQV+2t23bFkSE/fv3o127diAi7Nmzx9DLTxX0YbtYLIajoyOICN++fePqhtq0/zM29PWbsxYuxvDJMxJ60u4wJa/z6dMnZM2a1SLJatl9myUrrmTAuJBtvWVJFddhYWG8tXDHjh118u9PnjypF5/J2GDBRCLSWU10//79fA5LaQUbHR3NW0CUKVNGZ/9e9u9n7vtShlOnTnFfb/ny5TrP4+3tbVG2JyQk8Bbw+fPnV6tgpwmY7SKRyCJsv3nzJvcnRo8enaokY9YiVCQSmf19PikpibcQz5YtW6r9J6amIhKJzF4l98GDB3B1dQWRVFldl+Q1Y4Ep1ri6upp1Ary+fFzWYqxixYp879CwYUNDLz9V0Jftc+bMARFh7NixmDdvHr8nmTP0ZTtT9Tt//jy6dOli9sWTgH5sj4qKgkgkgq2trVZqgLogI6EnnQ9TJ/QA/7W3yJo1K54/f27StWiKpKQkTrLny5cvo9VWBjSGRCLhUsX62GgbA2/evOHtpjp16qRztbREIuH9iF1dXc3+ehcEAdOmTeOqRNq2HpKFou3mLuUeGBjIg2l//PGHWpl6TSBre7Zs2cw+oWnp0qXceU1tj1uxWIzu3bvzZ5w5J66GhITwyr0KFSqkuue0WCxGt27deHKHOSv1sERLpoqRWsja7uTklKp7hyHx5csXXjFRpEgRla0ytIXsOe/g4IBz587pYaX6x8aNG3nl2fTp0029nBQREBAAIkKOHDnMmvxZvXo1iAhNmjTB2LFjUbBgQdjY2ODZs2dynxOLxahRowbq1aun0h5W1bN69WqezGTu5I++bGfS+H5+fhZD/ujD9n///RdEhMKFCwOARZA/+vrNV65cCSKCp6enwdeckdCTdoepeR3W3sLKysqiWq6ypFE7Ozuz988yYF5g924rKyscPXrU1MtJEREREVz5r3z58qny9VirPWtraxw5ckSPqzQMDh06BCsrK72o6yxbtozbfvDgQT2t0DCIjo5GgwYN+P4qJCQkVfPJ2r5v3z49rdIwOH36NG+/M3ny5FTPt2TJEn6979ixI/ULNBBiY2N5Mk/27Nnh6+ub6jkXL17M+TFdFW+MgYsXL/Jknn79+umlLSD73fXFExkCcXFxXJnHyclJbwVlsranJiHOkLh69SpX5mnTpo3OStPGgiAIPPlI21ZwxoS+fFzW2r5Pnz48mSlr1qzpgs9iRVp79+7FuXPnQESoW7eusczQCfqwXbFIiz0/zFk5C9CP7ZZapGVyEiNjWB7xA0iTYzp06AAiqSyguffVE4vFFpeQkQHzQmJiIn+458iRQyfpV2Ph5cuXXFa5adOmqc4yTUxM5LLs2bJlM1v1ColEgtGjR3PCQh8knaztWbJkwc2bN/WwUv3j9evXKFCgAIgI1apVQ2RkZKrnTExM5EmQzs7O+Oeff/SwUv1CEATeMkiflSiJiYno2LEjiAiOjo44f/68XubVJ/z9/VG4cGEQSXvLh4aG6mXexMREntyRKVMmsyN8xWIxpk+fzomKlStX6m3upKQk9OnThweJtmzZYlaO66NHj3i7gFKlSiE4OFhvc4vFYgwYMABEUpWrhQsXmk3bnJiYGK4aRkRYtGiR2s/Gxsbiw4cP8PX1xZMnT/D48WP4+vriw4cPOle36gpZ8icoKMio360N3N3d0aBBA/7vDx8+wMrKCkOHDpX73NKlS+Hg4AB/f3+V87BEs1u3buHTp08WQf7ow/bQ0FCeBCmRSHD27FkQEerUqWPw9acG+rB99+7dXDEAgEWQP/o631nSszFk7TMSetLuMAdeZ/bs2SAi2Nra4uzZsyZdiyZgSQlWVlZmt0fNgGVgxowZfL+b2kIQQ+Lbt2+oWrUqiAhubm46t2KRBbPd2trarNVqduzYwZN5Zs+erZc5WdGXlZUVtm3bppc59Y3v37/jt99+4zy7uj2Itpg5cybnS8xVkW3//v2wsbHh+0h9+Q/sGcd4A3PzSyIiIlCvXj2ezPP48WO9zc0UrIkI8+fP10uyjD6xf/9+2NnZ8WQefXIPrC07kVQx1tDKC9ogJCQE9evX577ynTt39Dr/mjVruO0DBgxARESEXufXFWKxGCtXruRJez169FCbzJOYmIjAwED4+fnh6dOnePToEV69eoV3796luohRFzRp0gREZNb7Tn35uB4eHrxISxAEHlvStfOBMaAv21mR1uvXrxEWFsYT7sxZQUoftisWaV26dAlEhN9++82ga08t9GG7pRZpmZzEyBiWSfwAQHx8PBo3bgwiQs6cOc22Oio+Ph6dO3fWe+ZzBtIf4uLieOWEuapX3L17F9myZeOV8foKYMbFxfHkDicnJ5w6dUov8+oLsbGx6Nu3LyekDx06pLe5ExIS+D3EwcEBu3btMisi4Ny5c8iRIwcPIGrisAmCoJENiYmJXAbWzs4Oy5YtM5vN7NevX9GpUydOSu7du1ftZ8PCwvDy5Us8ePAAN27cwM2bN/Hw4UO8evUKP3/+VHlMUlIS+vXrx4m/8ePHp0r1SF8QBAHe3t7InDkziKT91VUpzonFYrx69Qp79+7FunXrsGzZMsyfPx+LFy/GqlWrsHnzZly9elVl8pdYLObtt1h1hikcZ0W8fv2ak5xWVlYqVSAiIiLwzz//YNmyZejXrx86d+6M1q1bo2nTpmjdujW6dOmC/v37Y+XKlbh+/TqioqLkjpdIJLxlHxGhefPmek2c0QXx8fGYPn06lx+vXLkywsLC+PuCIODt27fw8fHBhAkT0KBBAxQqVAg5c+ZE5syZ4eDggGzZsiFv3rwoW7Ys/vzzT3h5eeHGjRuIjo6Wm2fixInc9urVq+PVq1emMJnj2rVrXHnMxsYGGzdu5O/Fxsbizp07WLNmDfr27Yty5cpx8l/VsLKyQpkyZdC7d2+sWrUKt27dMniST9OmTUFEPMGUqfb07dsXAQEB6NatG7Jnzw57e3tUrVpV6dkaERGBpUuXokGDBsifPz9sbW2RI0cOtGnTRu1+lkiq0vbt2zd4enoiT548sLOzQ5kyZVReMw4ODpg0aZLca7ly5ULLli35v/39/eHg4KC20u/Xr1+wtraGlZUV/5sqkj9p1fYzZ87w7wWkzyZF8iet2j5y5EgQ/dfWVZH8Sat2A0CpUqVAREZpzZmR0JN2hznwOoIg8IIIfftQ+oQgCFwKn4jMWm0hA+YN2f2uSCQySmKmtggODuYqrMWLF9ebKoCsmjGRtH2tOQX5JRKJnMLEzJkz9ca7CIKAuXPn8rmnT59uVu36Xr58iXLlyoGIUKhQIY2TeTT9/VjSNRFhyJAhSj6wqRAXF4eJEydyFdZJkyap/c0jIyPx6tUrPHr0CLdu3cKNGzfw4MEDvHjxItmENy8vL257x44d9VYIlVpcunQJhQoVApG0i8C///6r9BlBEPDhwwccPnwYGzZswIoVK7BgwQIsXLgQXl5e2LhxI86cOaPWpg0bNvC/bd26dfH27VtDm5Uivn37xgvIiKSqporncVxcHO7fv4/169dj0KBB6Nq1K9q0aYOmTZuiZcuW6NSpE3r37o158+bh3LlzctwIw9atWzk3UK5cOaPs2ZODIAjYvn07XFxceNKeogL+p0+fcPLkScyaNQutW7dGsWLFkDt3bmTJkgWZMmWCi4sL8uTJAzc3N3To0AHz589Xaf+uXbt4slSBAgVw4cIFY5qqBH9/f97ShyXtMT85MTERz549w7Zt2zB06FDUqFGDJ/2oG0WKFEGnTp2wcOFCXLhwAeHh4QZdPysinTp1KoC07eNWrFiRF2kBQKtWrUBE+Pvvv9O07axIy9nZmd+PChYsCCLiqmlp1fZdu3bJFWl9//6dx79YomVatZ3FuyytSMvkJEbGsEzihyEmJgbNmjUDkVS9wtSbBEV8+/aNB1NcXFzMVl3DHCAIAn79+oXY2FizcuoNBUEQ8O7dO9y7dw/Xrl3D+fPncfHiRdy4cQMPHz7Et2/fVB6XkJDA27JYW1tjypQpZpHtn5CQgNmzZ/Oqlnbt2iEuLk7pc7Gxsbh9+zY2btyIJUuWYPbs2ZgyZQpmzpyJRYsWYfXq1Wo3xImJiVzpiojg4eGhNhnCmLh58yZKlCjBNxyKaiqCICA4OBjHjh3D9OnT0alTJ7Ro0QINGjRAnTp10KhRI7Rq1Qo9evTAokWLcPHiRaUECVn1CiJC69at8enTJ2OaqYSIiAiePc8SD2JjY/n7CQkJePz4Mby9vTFo0CBUrVoVrq6ucHR05E69vb09smbNCjc3N3Tt2hVLlizB5cuX5ZI3JBIJD9qxQN3r169NYTIA6e/5999/8yQmZ2dnnDx5kr//9etXnD17FvPmzUP79u35Jjy54ebmhm7dumHp0qW4cuUKP68lEgmmT5/OiYBSpUqZNCk0KCiIV4ewDTdLyPjw4QN27dqFESNGoFatWlwyU5NRokQJ9OjRA8uXL8f169chFoshCAK8vLyQKVMmEBHy5s1rskQ+sViMZcuWccc+f/78/Dr/+vUrVq1ahe7du/P7gDZDJBKhVKlS6NmzJ9atW4fv379DEATs3buXJ0dmyZIFW7duNUki36NHjzi5KxKJMHr0aMTGxiImJgZbtmxBw4YNOSmkyxCJRHB3d8eQIUO4NOmFCxf4dWNnZ2cStZ6YmBi5xKoKFSrgyZMnSEpKwrFjx9C0aVOVyTvW1tYoVKgQ3N3dUalSJVSqVAnu7u4oXLgwfz7KDisrKzRs2BCHDx82iNwzI3+mTZsG4D9HuH79+siZMydq1qyJ0aNHo0+fPrC3t4eVlZWcGtrdu3dha2uLRo0aYdCgQZg0aRJ69OgBJycn2NjYqGyPRiTteV6yZEmUK1cOw4cPx8CBA5E1a1YQEXbu3Cn3+VKlSqFx48b834GBgXKVLYIgoG7duqhZs6ba/eG9e/dARChbtix/jZE/rPo9rdrOgkNjx47lrzHFPEXyJ63ZLttrHQB+/PghR/6kVbuN2WsdyEjoScvDXHgdQRB4S3UrKyusW7fOrIoX4uPjuVKfOatrmAMEQUB8fDxiYmLMpgjD0Pj06RMePHiA69ev48KFCzh//jyuX7+O+/fvIygoSOW5LAgCFi5cyPeD3bp1UxkQNjYEQcDu3bv5M6xcuXL4/Pmz0ucSExPx9OlTbN++HUuXLsXcuXMxZcoUTJ8+HQsWLMDKlStx7NgxBAcHq7SftWEiIjRo0AAfPnwwhnnJ4v379/jjjz/4ulSpsIaHh+PChQtYuHAhunfvjlatWqFhw4aoXbs2GjRogBYtWqBz586YMWMGjh8/jpCQECX7WYsGtn94+vSpkSxUjaSkJMyfPx+2tracb5AtJpFIJHj9+jX27t2L0aNHo27dusiVKxecnJx4sYetrS2yZMmCggULonXr1pg1axZOnjypxFd5e3vz7ylSpAiuXLlibHPlcPfuXbi7u/N7+5IlS/h7kZGRuHbtGlasWIGePXuiVKlSnMNSN/LmzYvWrVtj9uzZOHXqlNy1s3fvXt7mJ3v27Dhw4IDJnnORkZEYNGgQX3fVqlX5NRgWFoZDhw5h8uTJaNy4MVd71WTkz58fbdu2xZw5c3DmzBnODZ48eRK5c+fme/TVq1ebjPM/cuQIcuXKBSJp8cP69eshCAJiY2Oxc+dOeHh4oGLFiir99pRGwYIF0b59eyxYsID/PWW5Ymtra0ydOtUk/H1ISAhatGjB19qmTRt8/vwZSUlJOH78ONq3b4+8efPqzOkQSRMBu3fvjkuXLkEQBLx69QrVq1fn7w8cOFAvSu7aQCKRwMvLCw4ODiAi5MmTBydOnIAgCLh9+zb+/PNPzjcqjnz58qFkyZKoUKECKleujDJlyqBo0aJ8LsVRoUIFbNiwwSDJiocPHwYRoVmzZgDSrm8fFxcHGxsbuSItpvA2YcKENG07K9KqV68ef421xduzZ0+atl2xSAsAL6pkHW7Squ1sD2JpRVomJzEyhuUSPwyy6hVEhMGDB5tFtr/sRjFnzpxKjhpTL9i5cydGjBiB5s2bo169eqhevToqV66M33//HQ0aNEDHjh0xd+7cZLPeLQk/f/7ElStXsHTpUnTr1g3FixdXmf1sZ2eHggULol27dpg3bx7Onj2Lr1+/mnr5OkFWvWD8+PFo0KCBRgHQQoUK8az38+fP8yQfsVgsV0VSpkwZPHjwwGT2PX36lGdRExFGjhyJxMRECIKAx48fY/Xq1ejTpw/Kli2brHqB4ihcuDA6duyIBQsW4NKlS0hKSuJVU7KBdVUPYmMgNjYWo0eP5r9D2bJluUTt27dvMWvWLDRv3hw5c+bUySEqWrQoOnfuDC8vL4SHh0MQBOzYsYOfO1mzZjWZWs+5c+d4wNDe3h5LlixBUlISwsLCsGjRIlSrVo1XZOg6ihcvjsGDB/N755kzZ7gEpb29vUnUemRVeYgIjRs3RmBgIGJjY7F161a2QVIaTk5OKFOmDKpWrYratWujVq1aqFy5MkqVKqW2+qN+/fo4ePAgEhMTce/ePV4laQq1HkEQsHnzZq7Kw0ioxMREHD9+nCeuqruG//rrL4wdOxZTpkzBxIkTMWLECPTr10/teVKoUCEsWLAAoaGhePPmDWrVqsXf69Onj1EJ71evXnFVHiJC//798ePHD04AKK7f3t4e1atXx5AhQ7Bp0yb8/fffOHHiBM6dO4cTJ07Ax8cHGzZs4ElujNRkI1OmTOjXrx8ePHiAL1++cGUyImnSnLHUCENDQzFp0iRO1Lq5ueHGjRvw8/PDqFGjlJ5huXPnRsuWLTFz5kycOHEC7969Q2hoKCIjIxETE4Pw8HCEhITgwYMH2LhxIwYOHIjKlSsrkWW1a9fGvn37EBYWBk9PT/56lSpV8Pfffxu8kjU6Ohre3t5yqjwzZ85EUFAQ5s2bx+97RFJSrkKFCujfvz/WrVuHu3fvJntdskq/DRs2YMCAAahUqZKc/fny5cPs2bP1mqzJyJ+mTZsC+M8RJlJuIXD+/HkQEVq0aMFfi4iIUJlgHBISgrx588Ld3V3pPTb/gAED5O7R//77L6ytrVG6dGm5z7Oq1ebNm2PcuHEoXLgwrK2t+bm+Zs0a2NnZqawaZZDttc7AyJ8xY8akaduZcuO+ffv4a+y+wSp90qLt0dHRnFCVXaubmxuICFeuXEmTdgNSH5NIGoAxBjISetLuIDPidRTVK5o2bWoW7SIfPnyIsmXLgkgatD58+LDc+0y94NChQ5g0aRJat26N+vXro2bNmqhcuTJq1qyJ+vXro3Xr1pg0aRIOHTqEDx8+mFXCki749esX7t69i3Xr1qF///6oUKECHBwclALeNjY2yJkzJ5o0aYLJkyfj8OHDCAgIsFj7ZdULWrVqxdUAkxs5cuRAs2bNMHXqVBw5ckQuyWfbtm1wcnICkZQzVDy/jInPnz/zVt9EhJYtW/Iio/fv32PLli0YMmQIqlevnqJ6gezImTMnmjdvjmnTpuHYsWM8SHfkyBHOk7DAuimC/BKJBGvXruXFKLly5cKxY8cASJMbVq5ciU6dOvFW09oOVq09e/ZsvH//HgBw9epVFC1alF8js2bNMolaz8uXL3lbNaL/uPTY2Fhs27YN9evX50kouo48efKgS5cuuHTpEiQSCZ4/fy7HmQwdOlROsdUYiIuLw4QJEzg36e7ujnv37kEsFuPEiRNo1qyZyuQdW1tblCxZEpUrV0atWrVQu3ZtVK1aFWXKlOE8ieIoV64c1q9fj8jISAQGBvIuA0SmUeuRVeWxtbXFggULkJiYqJbbkL2GhwwZgjFjxmDy5MmYNGkSRo0aBU9PT/zxxx8q7c+aNStGjx6NN2/eIDw8nLeLJZKq9fj5+RnN7tDQUDlVnvr16+P9+/d48+YNRo8ezQO2bFhZWaFs2bLo06cPVq1ahQMHDuDYsWM4e/YsTp48iYMHD2Lbtm08yU3xOhGJRGjVqhXOnDmDqKgojBkzhp9T5cqVw/nz541yv4uJicHatWs5d5MtWzbs2bMHX758wfz585WKD7NkyYL69etj3LhxOHDgAHx9ffH582f8/PkTsbGx+PHjBz59+oQXL15g165dGDlyJGrXrq1UzFeyZEl4eXlxfpidVwULFsS6desMntjDirBkebxevXohKCgI3t7ecvELIin3rKrAUhUUY3mKxYyZM2fGsGHD9Ko0zXzaHDlyQBCENOvjqirSOnHiBIj+S3RJq7azlqSMuwKAefPmgei/dkxp1fbKlSuDiOSK45mQwdKlS9Os7R8+fIBIJIK9vb3FFWmZnMTIGJZN/DCIxWIsWLCAB8YKFSqES5cumWQtivKN9evX59nZDx48wKhRo7RWL5AdLOt9xYoValVczA1v377FuHHjULx48WRts7e3V5sdzUaBAgUwcOBAs22xJouwsDAsXrwYRYoUUevc1qhRA/Xq1UOTJk3QuHFj1K5dG5UrV+bEjuL4448/eFDz9u3bKFmyJIhMo9ajqMpTtGhRXL16NdnkBhYA7devHyZMmIAZM2Zg3rx5mDVrFiZNmoQhQ4aovT4KFiyI+fPnIzQ0FL6+vqhRowZ/z8PDw2hBfkEQ8M8//yhVWsTGxnICQHHt2bJlQ+PGjTFp0iTs27cPp0+fxuXLl3H9+nVcvHgRJ0+exLZt2zBs2DD89ttvSln/9vb26Nu3L+7fv4+QkBAewCMitGrVSq+9rpPDmzdveBsoIkKNGjXw77//qiQAZJVHVqxYgWvXriE0NBTR0dE8OevXr1/48eMHnj9/ju3bt+Ovv/5CzZo1le4DtWrVwt69exEaGor+/fvz16tWrYoDBw4YnAALDQ3FggULkD17dhBJVXk2bdoEPz8/JQLAyckJderUwahRo7Bnzx74+vomm3jEKhy3bt3KSVLZv2PevHkxa9YsvHv3DpMmTeLEU/78+TF37txk5Z1Ti5iYGGzevFnO4e3QoQNevnypRABkypQJHTp04LKzmj6fEhIS8OTJE04Syz4nbG1t0aNHD14dx84Le3t79O7dG3fv3jVIQCApKQlHjx6VI9zy58+PI0eOKBEAIpEIbdq0wZYtW/D06VOtVVbi4+Px6NEjeHt7o3nz5nLnfbVq1bBt2zZs376dq/UQSVWqdu/erVIFLTUQBAE3btxA9+7d+X6KqfIcP34cjRo1klvfb7/9hp07d+Ljx486/w5xcXG4d+8eRowYgSxZsvC5c+bMiSlTpuDw4cNy51mePHkwY8YMhISE6NX2169fK62hQoUKuHDhAnr16iWXeFWiRAmsXLlSZas5bREREYG1a9fyhD32TOnWrZtebPz06RNEIhHs7OwQFhbGHeHChQurvC8VKlQI2bNn12hupmCkGHAlIjg6Oqok6urVqwcikku8l0gkWLZsGdzc3ODk5IRq1apxZz4gIADOzs6YP38+AKlse+HChWFlZQV3d3ccP34cAFC/fn0QEby9vfm8N2/eBJE02SwhISFN2v7p0yfY2NjA2tpaLhFs586dIJImwsmSfmnJ9k2bNoFI2upTFrNnzwYRoXPnzmnSbgD82bRq1SqN1p5aZCT0pN1BZsjr+Pj48P125syZsXnzZpMkf8THx2Pq1Kk8sblkyZK4c+cOAODdu3eYMWOG1uoFssPV1RWNGzfGjBkzeJDf3PHt2zcsWbIEFStW5H8XVcPW1lZlco+i/R07dsSFCxfMXp2ZJTfIJj7IDhcXF1StWhV16tRBkyZN0KRJE9StWxfVqlXj57LiKFOmDA9qfvjwge9jiAhdu3Y1avGCoiqPi4sLduzYgaSkJLXcBtF/CrPjxo3DtGnTMG/ePMyZMweTJ0/GiBEj0LhxYzn/RfbvNXLkSPj5+SEsLAxdu3bl7zVo0MCoQf7Xr1/LqfJ0794dYWFhuHPnDnr16qWU3ODo6IhatWphxIgR2L59O06ePIlLly7h+vXruHz5Mk6dOoW9e/di4sSJaNSokVKSgEgkQosWLXD69GlERERw5S8iaVX4uXPnjHI9fP36FTNmzFDiz9+8eYMxY8YorbtAgQJo3749L7T8+PEjoqKieBFffHw8fv78CX9/f7kWzIoFICzI//XrV8ybN49/f+HChbFmzRqNWrenBozbYByqlZUVJk6ciMDAQCxYsIAnurD7WJUqVeDp6YlNmzbh0aNHyXKtEokEb968wf79+zFu3DilJBdnZ2cMHToUL168gLe3N08AyZIlC0aMGMFVNQ0Bltwgq7RctWpV3L9/XyW30ahRI0yfPj1ZlS1V9vv5+WHfvn0YO3YsqlWrJvfbN27cGEePHsXhw4e5Wg+RNBB68uRJgxTqCYKAmzdvokePHvxcc3Jywpo1a3D48GE5rodxG7q2xRaLxfD19cWePXuU7h1FixbFkiVLcPr0aTlFZzc3N6xYsUIvnIIiVHEbbdq0weXLl+W4HraO5cuXw9/fX+f7D0tymTt3Li/CJJIqMg0YMABnz56VU+txcnLCkCFDuPqGvvDlyxelIqw8efLg4MGDmDRpkkq+KSAgINXfm5CQAB8fH+77sfHHH3/g0aNHqZ5fEAT+d7169Wqa9XHHjRsHIsKgQYP4vN+/f4e9vT1EIhHevXuXJm0Xi8U8bnjmzBk+78uXL/nzIyoqKk3a/uDBAxBJY2ayxZGnTp0CEaFYsWKQSCRp0vZJkyaBiNC7d2+N1p1aZCT0pPNBZkj8MKiqMDCWMywWi+Hj4yMn37hu3TpER0erJQBk+26ePHkSV69exb179/Dw4UPcunULly9fxt69ezF27FiVWe/29vbo06cP7t27Z3ZVTrLVDYprrlGjBoYOHYqtW7fi6dOniImJkds4CoKAuLg4viFWl/VuqKBmaiAIgkoCIFeuXMnKzypCLBbj33//xe7duzFq1CjUqVNHLsmDBTX9/f0xbtw4Tpjlz58fc+bMUSmNrC+w5AZZh3f48OF48uSJUnKDq6sr+vXrh3Xr1uHevXsaq4okJSXh5cuXPOudVVwz57p79+74559/sHjxYl4hZmdnh169euHOnTsGuR4YAVCpUiW+lrJly+LSpUtKfw+msqFrFWZSUhJevHiB7du3o0WLFnKEaNWqVbF161Zs3rxZjiSpWbMmdu3apffrQRUBYG9vj8WLF2P79u0qkxtOnTqVqqqLxMREPH78GCNHjpRzunLkyIEpU6bg4MGDco5i7ty5MX36dDl56NRCFQHAyIjLly8rqdLo836kLsjfvXt3nDlzhrdAIpJW9XXr1g3Xr1/X23n/+vVrpb99rly5sHv3bkydOlWJANBXcgMg3RRfuHAB7dq1k1P0qlWrFs6dO4fWrVvLXQ+VK1fGli1btCZdVOHz588qSYi//voLp06d4qot+iYAZMESYGUJcHd3d5w6dQqjR4+Wu+azZ8+OiRMn4vHjxzq3a2KV5Rs2bED58uX53FZWVmjXrh3OnTuH3r1789cdHR3h6elpkKRapo5ToUIF/n358uXDoUOHsH79el4hz66HDh06YNu2bXj27JnW9suq5TRs2FDuWq5duzb27NmDnTt38t/BysoK7du3x8WLFw1CtLNE0c6dO/MgmYuLC7Zv357q65pVWy9atIg7wu3atVP52dq1a8PKykrutVu3bqFLly4oUKCAyqpNFuBkIJIGJVSB9YjW9F7duHFjVK5cmT+HiKSVvJcvX+Z/K6ZW4uzsLPfcEQSB3yt9fHzSpO1Dhw4FEaFTp05yx/769YsHme/fv58mbWeE+P79++WO/fTpE6ytrWFtbc2r/NKS3axK0cHBwWhtZzMSetLuMFdeJzQ0FB06dODXXZMmTfDmzRujfDfb/8u2Gx07diyio6Nx8uRJNG/eXClRJVeuXGjRogWmT5+Ow4cP459//sGdO3fw6NEj3LlzB//88w8OHz6M6dOno0WLFpwvkvWfWrRogVOnTpldmyp13IaVlRXKlSuHvn37Ys2aNbh9+zYiIiLk1i8IAhISEhAYGIgjR45g6tSpaNasGW9bLOtLGCqomRqoSm7InDkzGjRogAkTJsDHxwdv375Ndl8oCAICAwNx+PBhTJkyBU2bNpXb47Og5rNnz7B+/Xpe1MUq/JOraE4tWPtcVhlNJFXlefbsGRYuXKjEbXTq1Ekj9QJF+2UVrGQLsogIjRo1wpEjR+Dj4yOnatysWTOcOHHCINeDKm4jV65cOHDggBLXIxKJ0Lp1a+zcuROvXr3Sej2CIOD9+/c4ePAgbwvB5i5SpAgWLVqEEydOcLUeIqlSxPLly/V+PQiCgFu3bqFnz55yvvzgwYNx+vRpub8H/Z9b2rlzZ6pU0iUSCfz9/ZUC7A4ODvDw8MDZs2fligCdnJwwaNAg3oZZX1DFbbi7u+P8+fPo16+fErehr/uRuiB/vXr1cPbsWaViHn23YVaV3ODg4ID58+djy5Ytcve2HDlyYPLkyXrlNh4/foyBAwfK8djFihXD0aNH4enpKVfEV6hQISxcuFAvqvxRUVHYuHGjErfRvn17XL58mbfsZX+PgQMH6r1AMiwsDEuWLJEr7s2ePTt27dqFBQsWKBXG9e/fH9euXUsVpxUaGoq///5biduoVasWDhw4gJkzZ/JiXENyG6qK4xwcHLBy5Ur4+PjIJbASSYsz1qxZgzt37vA2bdp8F4sbdO3aVU79mCUQnjt3Ti6RiilCG6oY+sWLFxg6dCiPX1lbW2P69Omp/j5VRStpyce9d+8e3x8pJkH17dsXRNK2W2nR9rVr14JImvynuM9gz4/169enSduZsvS4cePkjhWLxVwZ8dy5c2nSdvYMvnv3rkZzphZmn9BDRE5ElJ+ICqkahvjO9DTITIkfhqSkJDm1Hjs7O/z555+4ffu2QYL8X79+xaJFi+QkWOvXr49r164pEQCurq4YN24cLly4gPDwcK2/i2W979mzBy1btpQjk6pUqYKtW7eaRKpVFgkJCVi2bJkSAdC/f3/cuXMnVc4Jk2hVFdScPHmyyVut3bx5U44QYQTA2bNn9bJJjoyMxPr161GmTBn+HdbW1ujRowdOnTolF+y0sbFBly5dcPXqVb2c9+qSG0qWLIlTp07Bw8NDiQDQZ3KJuiB/3bp1VQb5K1WqhM2bN+tFvpcRALLnXI4cOTB79mzs2bNHrvLOUITku3fvMGHCBLkq0LJly+LMmTNK95ns2bNjwoQJuH//vs5/f6Yao6jCwiosLl++LOegGYIAYFClElOgQAEcPXoUGzZskEtuYUkIGzduxIMHD7S2Pzw8HBcuXMCCBQtUJjecOXMGS5cu5WScoQgABkEQcPXqVXTp0oU7p1mzZsXOnTtx8eJFdOjQQe56KFWqlMZVZAwSiQSvX7/G3r17MWbMGPz+++9KBMDevXtx584dueBGu3btDF5VGxQUhGnTpnGCN1OmTFi+fDnevn2LiRMnyl17dnZ2qFq1KgYNGgRvb288fvw42edhVFQUrl+/jhUrVqBnz54oVaqU3D2kZMmSWLVqFT5+/ChXPVm+fHmDEgAMv379wo4dO1CqVCl+Dk6YMAHh4eHYunWr3LOGSL7V15YtW/D48WOEhIQgPDwc0dHR+PHjBz5//ow3b97g0KFDmDx5Mpo0aaJUWZ4rVy5MmzYNQUFBOHXqFO+lnilTJixatMgoAWRGOCu2Wvv+/TuuX7+Obt26KbXqypQpE2rWrIm//voL3t7e8PHxwYkTJ3D27FkcO3YMBw4cwLp16+Dh4YGKFSsqHe/k5ITBgwfj2bNn+Pz5M9q2bcvfa9asGVdaNAaCg4Plvr9FixapUus5d+4ciKTVLO/evQMRoW/fvio/y6qUGY4ePQorKys4OjqiXbt2GDt2LGbMmIFZs2bxz169elVuDiJpNZoqMDJGk2fF5s2bYWNjw9su1qpVC25ubnxPExMTgyxZsvBrhPWqlsWGDRtAJCXOGQmQlmxnBPmVK1eU5pgwYQK3N63ZzgKeuXLlUnkvZq2YR40alabszpIlC0/0HThwYIpz6gumSujJ4HTSN68jCAIOHDggt9dr2rQpjh07hqSkJL1/nyqF2ZIlS+LcuXNYuHChHNfDlFO1US9QtC04OBjHjh1D37595YL8hQsXxqJFi/Djxw+926jtGvfv368yueH06dNaB90U5w4ICFAb1DR1q7X379/LqeHKchv6aHmcmJiIgwcPKgU1//jjD5w7d04psUK2DbM+oKp9bo4cObB161bMmzdPLujBkkt04S7V4cmTJ/D09JRTZHZzc8OJEycwcOBApSD/ggUL9KJIq6rFTKZMmeDp6Ylz587B3d3d4NzGt2/fsHTpUrkEnpw5c2LPnj0qk6j69euHy5cv66xcwxJqNm7cKMelWFlZoU2bNjhz5gwGDRqkxPXoQ1FCEaoSqZycnLB27Vr8/fffaNCggRIHsXz5cly7dk3rQrGYmBjcunULq1atUkpu+P3337Fnzx65YlzG9RiS23j58iWGDRvGi3RtbGwwe/ZsPHjwAIMGDZK7HvLmzYs///wTK1euxPXr1zXiuQVBQFBQEI4ePYpp06ahWbNmcv5uiRIl4OXlhZcvX6JFixb89d9++w179+41KLfx48cPrFq1Si6pYujQoQgMDMTy5cvlFJpFIhFKly6NXr16wcvLCzdu3EiW042Pj8fDhw+xadMm3tJblq9m3MaHDx+wcuVKfn/JkycPvLy8DP6sFYvFOHPmjJwSWKdOnfD582eVBdCyrb5Wr16NW7duITg4GGFhYYiKikJERARCQ0Px4cMHnDlzBnPnzkW7du3kkraIpEVYgwYNwtOnT/H06VO563/o0KF6LYRMDn5+fujRowf/7nr16uHdu3f4999/MXz4cKWidWtra5QrVw79+vXDmjVrsH//ft7q7MSJE/j777+xZcsWjBgxAr///ruSsr2VlRU6dOiAy5cvIyYmBqNHj+YcX9myZY0WOAek8RvZ7y9Xrlyq7q2qilbSko/LeOgaNWoozXH//n0QSWOqr1+/TnO2s4LSJUuWKM3h4+PDz98PHz6kKdszZ87M4xlv375VmmPRokUgkqqLpTU+i927KleubDSBDrNN6CGi3kT0iogkyQyxPr8zPQ5zJn5k8fLlS7Rp00YuQFexYkV4e3unWspTLBarrG4oXrw4NmzYgBUrVshtLPRJAMji/fv3SkHNihUr8puGsaG4UTRktVVMTIxSUNNUrdZiY2PlNmqMADBUAFAQBFy/fl0uA93V1RX79u3D5cuX0bFjRzkZbDc3N7nqOU0IuF+/fuHu3btYt24d+vfvzwNmbJPctm1bnD9/HmfOnOHOg52dncEIAFmwID+r7nNwcMCqVavw7t07TJ48Wa7qz9raGuXLl0f//v2xbt063L17N9nr8NOnTzh58iRmzZqF1q1bI0+ePEoEwN69exEUFISOHTvKEW3GkAz/9esXdu3apdTu68ePHyqD/DY2NqhYsSI8PDywfv163LlzB2/evEFwcDC+fv2KkJAQ+Pv74+HDh9i6dSuGDh2K6tWryxHLsgTA9+/f4e3tzR2v7NmzY9u2bUZp9SYIAm7fvi1X2TdgwAD8/PlTqU2QrP2VKlXCgAEDsHr1amzfvh379+/HoUOHsHfvXmzZsgULFixAp06dVLbGk01ueP36tVwPZg8PD6NWkgYHB8uRy23atMHnz58RHByMGTNmyEkXs8Gkonv06IEBAwZg2LBhGDFiBDw9PdGrVy+VymeKBEB8fDymTZvG7ylubm64ceOG0ewGpCSQbKu333//HX5+foiLi8Pu3bvlfhfZYWdnh0KFCqFUqVKoVKkSKlSogBIlSiB//vwq2wDY2tqiQ4cOuHTpEgRBwLVr17gqj42NDWbNmmX0pNm4uDhMnDiROzru7u681di9e/fg4eEhR47pMnLmzImWLVvy9nU/fvxAnz59+Pu1a9eGv7+/Ue0GpHst2VZr+fLlw+nTpwFISfkVK1aga9euKbbzVDVkybJNmzbxfeGBAwd4ZVCWLFmwdetWkyggCoKAPXv2yK1l586dOs0lkUj4ebx161atHOGyZcsiU6ZMKmXgWQDAEI7wx48f4eLigunTp/PXsmXLhi5dush9rkqVKvzaUCXZHRUVxe9xrLd2WrGdKReWKlVK5Tn67t073pP7yZMnacp2log4depUlfP8888//BmeluyuWrUqP9+N2XrY2Ak9lMHpZPA6MggNDVUK8hcoUADz5s3Dx48fUzW3IAjw9fVVWSw0ffp0HDx4UM4XLFasGJYtW6bX5AZAWlCwbNkyOSXIPHny4OTJk3r9Hk3x6dMntG7dmq/FkNyGqrZOpmq1JpFIsHbtWh5Yz5QpEzw8PAzKbbx69UouqGlra4v58+fj8ePHGDJkiFwb9ty5c6NLly5YvHgxLl26pJEfylR/d+zYgWHDhikp5LDkhkePHskpirdp0wbnz583KLfx8+dPrFq1iu9nRCIRRo4cieDgYKxYsUJOoZlIyrV27dpVI5WgHz9+4PLly1iyZIlKX4G1z/38+TMmTJgg52cZOrkBkJ5rZ8+eRd26dfmaunXrhtDQUK4Epui7sBZnzP7Xr18jMDAQoaGh+PTpE969e4fnz5/zlk/169eXU6RhPt/UqVMRGBiIS5cu8QQiW1tbzJkzx2iJhG/evEGXLl34uho2bIiAgAD4+voqtQlio2TJkujRoweWLl2KrVu3Yt++fTh06BD27duHbdu2YcWKFejduzfKlCkjV/BECtzGt2/f0L17d/5e/fr1VQYSDYXIyEi5YqFKlSrh2bNniIiIwJo1a+QSy9gQiURwd3dH586d0b9/f/z1118YOXIkBg0ahD59+qhUPmP+LuM2xGIxtm/fzp912bJlw549e4x6n01MTMTcuXM5Z1ekSBFcuXIFEokE586dQ5s2bZSKbpj9BQoUQIkSJVChQgVUrFgRpUqVQqFChZT4P/b5OnXqYP/+/YiPj4e/v7+cKk/v3r2NrggnCAI2bdrE/dLs2bPDx8cHgiDg7du3GD9+vMqiI22Gs7Mz6tWrx9vXJSYmYvbs2XzOYsWK4dq1a0a1m+HYsWOcr3R0dMSaNWsgkUgQHR2NrVu3ol+/fihfvnyy7TzVjSJFiqBz585YsmQJL4K6c+eOEmduDM5aFW7cuMGfZ9bW1pg2bZrOiem6Fq2Yu49bvXp1vvdSxXkJgsD3KMuXL09TtjN1cnt7e3z79k1pnoSEBH7tsOSetGI7S7Bu1qyZynm+fv0KOzs7iEQi3Lx5M03Zzvb3W7ZsSXY+fcIsE3qIqB8RCUSURETXiGgPEe1QNfT1nel1kAUQP7IICAjAlClT5CRcRSIRSpUqhZ49e2LFihXJZr3L9kJlrY9kHWvWYubcuXPw8/NDnTp15JwyQyc3AOBBTdnA48yZM40WeExISJDbKBYtWhSnT582Sv9nJgOt2GrNWGo9N2/eVNooGrMFWGBgoFyVS4cOHRAaGoqQkBDMnDlTKSGFOXblypVD+/bt0aNHD3h4eMDDwwM9evRA+/btUaFCBZUbaVkCICIiQk6Vp2bNmgbt+6wK379/57J3RFK1nrdv3yI+Ph579+7lknuKdlhbWyNnzpwoWLAgSpYsiWLFiiFfvnxKPb7ZcHFx4S1mBEGAj48PT6JzdnbGpk2bjE44xsbGYuzYsXLVBg8fPuRB/oEDB6okM7QZbm5u+PPPP3Hp0iVIJBIEBQWpPNeMjaSkJCxevJhXDxYoUID3KQ0NDcWaNWs4maMqaSO54ejoiFq1amHEiBE4ePAgEhISIAgCVqxYwZOc8ufPj7NnzxrdbkB6v9uxYwc/V7NmzcrbjSQkJOD69etYuXIl/vzzT7i7u2tsf4ECBdC+fXvMmzcPZ8+e5ckN/v7+cqo8o0ePTlVFbmpx+vRp5MuXD0RSkn3jxo38vYiICFy9ehXLly9Hjx49ULJkyWRtZslOTNHo4cOH3MkXBAFz5szhnzVloizDvXv3OMFnZWWF5cuXy73P7F+2bBm6d++O0qVLI1++fMiWLRscHByQJUsW5M6dG0WLFkXz5s0xffp0lZXlHz584KR3pkyZsHLlSpO3f/Dz85NT65k/f77SPffnz5+4cuUKli5din79+qFLly5o06YNmjVrhrZt26Jbt248se/WrVtKctaCIGDhwoX8O5o1a2a0yrXk8PnzZ94yi4gwY8YMnZ43y5Yt4w6qNo6wvb09VO35JRIJVws0hCPcqlUrlC1bVm4fmy1bNrRt21buc6yaqW7dumrn+uuvv0BE6NmzZ5qynfkiq1evVjsXq8CVVetRBUuy/ePHj/x6CAwMVDmPIAhyAZG0YDcArpj2+++/JzufvmHMhB7K4HQyeB01+P79O1auXKkU5C9YsKDcHlZduw7W+oi1fmratKlcURTRf+1zP336hF69evHXWdtXQ3MbLKgpu+fp1auX0QKPgiBg9+7dXPnVxcUFmzZtMhq34e/vL9dqrWnTpkZT63n//r2cgkL37t0RFhZmlO8GpEH+wYMH8++vWrUqXr58qbINs+woWrQoWrdujW7duqFfv34YOHAg/vzzT3Ts2BG//fabknoB83cZt5GUlIT58+fzoLgpCuQSEhIwY8YMzj8VL14cN27c4ArNbdu2VSo2YiN79uwoUKAA3Nzc4ObmhgIFCihd12xkypQJ7dq14y1m7t69K+dbTZw40ag8HiC95tetW8f3dDlz5sThw4cBSNswT5gwAdWrV1fZKkLTkTdvXrRp04YnN0RGRsqp8rBzzRQ4ePAgT0RxcnLChg0bIAgCoqOjsXPnTgwePBjVqlXT2n7Zoq4tW7ZwbuPEiRM82dvJyQnr1683CmetClevXuVKTTY2NpgzZw4kEgkEQcDjx4+xadMmeHp6okqVKiqTVlQNV1dXNGnSBFOmTMHhw4fx+fNnAFKeQFVhmKnw/PlzuULEkSNHcr4hLi4ODx48wIYNGzBgwABUqlQp2SQXluykTtHo8OHD/D5oykRZhsDAQDml8379+skld8i2Bffw8EClSpX4fc3R0RGZM2dGzpw5UahQIdSrVw9jxozB3r174efnJ3cuR0VFyalTDR8+XC8t6lOD8PBw7o8TEbp27aoUs5ItLPb09ES3bt3Qrl07NGvWDG3atEGXLl3Qp08fLFq0CBcvXlSZYH3ixAn+zGA8uamhWATeoUMHnRKMdC1aMXcfl+3tXV1d1RZgb9u2DUTEE2DSiu0sVt2nTx+1c02fPh1ExJPf04LtCQkJ/Nl+4sQJtXOxmB8rOE0Ltt+4cYPvPY15XzbXhJ5XRPSdiErra86MYfnEjyzi4+Oxb98+1K1bV+2G2MnJCTly5ECBAgWQO3duuLi4qN08FipUCFOmTEFAQAAkEgm8vLxMvlGMiYnBiBEj+BqNEYR89uyZnCrP8OHD9dLmSFskJiYalYxITEzEmDFjlBIqTAFBELB582Ze2eXq6opDhw7xdcoq7ahL1lEcilKft2/f5hvOe/fucVUee3t7LF261KQB3+PHj/PEJQcHB+zYsYO/Fxsbizt37mDt2rXo27cvypUrl2ySi4uLCxo0aIAJEybAx8cHb9++5Y5RUlKSXBJT48aN1QaTjIVbt27JJZStX79e7n0mN7x69Wr06dMHlSpVgpubG/Lnz48cOXIgX758KF68OMqXLy9X8aVY8fbo0SNOjmXPnh0HDhwwiWqFLP79919Ur16d/x5eXl5Kn4mOjsbNmzexatUqDB06FH379kXXrl3RoUMHnsw2ZswY7Ny5E69evVI6j8ViMYYMGcK/o3///kZpOZQSPn78KEfKLFq0SOXnWFupPXv2YMuWLVizZg1WrVoFb29v7Nq1C+fOnVMb+Hj27BmvBDCFKo86KKr1zJkzR+25GBkZiQ8fPsDX1xePHz/G06dP4efnh8DAQLUOtEQiwciRI/l90BSqPOrA1HqY7VOnTtXrdfjvv//yhKnKlSvjzZs3eps7tRCLxVi6dCl/5o4bN05vtguCwP+uIpEIa9asMfn9TRbsGc+eXSNGjNCafA4PD5cLhmjqCJcqVQqZM2fGp0+f5NYzc+ZMPpe+HeHdu3fD2toa9+/fl3u9du3ayJo1Kyflnz9/ztdw4MABtfO9fPmSPyPTiu0bN24E/T8AkNwz6cKFCyAirmxh6bYLgsBbMhQqVEjtXACwc+dOOcLYku0GpIEftobkSC9DwMgJPRmcTgavkywkEgkuXryI9u3byxVZyQ4HBwe4uroif/78yJs3L7Jmzao2IcDV1VWufe6JEyfk/MpVq1YZPeArkUiwatUqo3JLnz9/llPladmyZaoVkHQBa/XFlNiModazceNGXhmeK1cuHDlyxGDflRIUVVMWLlwIQRAgCAJevHiB7du3Y9iwYfjtt9/kVKuSG0WLFkXnzp15AJS1LwoJCUG1atX454YMGWLSFvaPHz/mgTqRSISJEyfyay8xMRHPnj3Dtm3b8Ndff6FmzZpqr2m272GteLdv347nz5/LtSzz8vKSU+W5d++eqcwGIE0ok23BNmTIEDleIiEhAU+ePMGWLVswZMgQ1KxZEyVKlEDBggWRI0cO5MmTB0WLFkXp0qXRpk0bzJ49G6dOnVJK2vj8+TMv1rG1tcWCBQsM0sJQG3z9+pWrThApJzgAUvsfP36MzZs3Y8SIEejfvz+6d++ODh06oHv37ujXrx+GDRuGDRs2qG07v2HDBu5H1q9fH+/fvzeWiWoRHR0tp9bTs2dPla314uPj8ejRI65GtG7dOnh5eWHjxo3YuXMnjh07hoCAAJX3ya9fv/LkGVOo8qiDolpPp06d1PIzcXFxCAwMhJ+fH54+fYrHjx/D19cXAQEByd6ztm3bxq/zP//80+iqPOogCAK8vb35HqZdu3Z6TSb8/v07V2PLkyePku9iahw9epSrcLVo0UKvBYN79uzhPv/gwYNNpsqjDlevXuVJ040aNdI6dqZr0Yo5+7hMVZiIMH78eLXzxcbGcvXqtGL75cuX+RqS24eEhITI7fnSgu2Mc8+cOXOy8cSnT5/KxTAt3fbY2FjeHaJ8+fJq5zIEzDWhJ56IvPU1X8ZIW8SPImT7rGqS9Z5c5VdMTIycJKop5BsVodgmZPv27Qb5njNnzvCHStGiRc1io/jixQt2k4JIJJJTcNAXfv36hVatWvEAkSnlG2WhqKCyZs0alZ/79esX7t27hyNHjmDv3r3YunUrtmzZgr179+LIkSO4ffu22izRS5cuccfDFKo86vD9+3e5SkpF9QpZxMXF4evXrwgMDMTr16/x9u1bfPz4EeHh4WoJ2/j4eF4x6ODgYBJVHnVg2f7MdlXqFanB9evXebJY06ZNTaLKow5JSUmYN28et33mzJl6sz0xMZH3e86UKROOHj2ql3n1BUEQsGbNGu78TJo0SW+237t3jzuajRs3NkmSZkqQJWjGjh2rF9slEgkGDhwIImm7LlMS+slBlqgYNWqUXmz39fXlFZL16tXjZL+54e+//+b7tREjRujF9smTJ/P9UnKJIabG0aNHeRWLLr87q+xhpKYqKDrCmzZt4gGuoUOHYuTIkahatSocHBy4cpA+HeHQ0FC4urqqJHNOnDgBImkC9ZgxY7hkeenSpVWS37JgKj1sn27Jtg8ZMoTf+yZNmpSs3QD4c4xIfeWXpdgu25IlpaR9QRBQr1497sepul4sxe7Ro0fzwGXz5s2TtdsQMHJCTwank8HraAympLx7926VSsqKw9XVFU2bNuXqBbIBUIlEgjFjxvDP1qlTxyTtRmXh7+8vp/48ZswYgyQX+fr6csU7FxcX7Nixw+R+bmhoqJxaz5AhQ/RuuyAImDRpEv+O7t27q2x3YGwoKqgMGDBAZbCDtdM6duwY9u/fj23btsHb2xu7d+/GoUOHcOXKFbW8pL+/PwoXLgwiQuHChXH58mVDm6UREhISMHPmTF5U2bt3b7UJJ4mJiQgLC0NwcDDevHkDf39/BAcHIywsTO0xgiBgxowZ/G87YcIEo6vyqANT62H8ardu3fRaVCKrwuru7m4yVR518PHx4Yl1HTt21Cu/umjRIjmuzFSqPOpw8eJF7te0bt1ab+fkp0+fUKpUKRBJC7RSUhYwBW7evMmTO5o2bapWnUNbrF+/nv/mc+fONfkzTRXu3bvHExQaN26sl9/958+fvOC6SJEiePfunR5Wqn88fvyYc08NGzbUi+0+Pj6cG9V34Zs+8fz5c144qYvtx44d4+d2x44dVX7GUnzcMWPG8MLhLFmy4MuXL8nazlR6iDQv2DFX20eNGsX9+zZt2iRrNwDeaoyI0KNHD4u2XbbTxrZt21K0ferUqWmGx2TxaiIySkcfWZhrQs9nIlqtr/kyRtolftQhKSkJUVFR+Pr1K4KCgvD582f8+PEj2Yfrz58/uSRyzpw5TS7fKIuYmBi5bP9Vq1bpdf4DBw5wR7tv375mFfBNTEyUC1ypU6/QBVFRUfxBkT17dty5c0dvc+sDgiBg6dKl3PZ58+bpbe6TJ0/yYGKfPn1MXs2jCuvWreO2z5w5Uy9zxsfH8yCSi4sLbt++rZd59Q1vb285B0YfuHHjBq8O1TeppE/s3LmTBzj1YbtEIuFysJkzZzZZr2lNsH//fn4vlu3TqiueP3/Ok3n0TabpG4cOHeLJHam1XRAEnhjn4OCAixcv6mmVhsGJEyf4/Ti197qAgAAeyGnWrJneiDRD4ezZs3qzffHixSCSJvMYW/VCF1y4cIHbPnv2bK2OjY+P563oSpcurfIzio4wAOzYsQMVK1aEo6MjsmfPjvbt2+PFixeYNWuW3h3hTp06oUSJEmrPQW9vbxQrVozf86ytrfHixYtk7QakFbBMWbBixYoqP2MptrNnXdmyZTUKSISHh3PCtEaNGio/Ywm2s8AjkVSaXxPcuXOHH7N3716l9y3B7mLFivEEThcXF5MEm42c0JPB6RhxpEVeRyKRIDo6Gt++fUNwcDA+fvyI79+/IzY2Vm1wJykpias/2tnZmUSVRx2YWg/b7/bv31+vPvjDhw95MKVOnTomUeVRB0EQsHfvXh7wUKdeoQskEglvcWVjY4Pdu3frZV594uTJk9wP79y5s9788FevXvFg4m+//YYfP37oZV594vLlyzw5r3379nqxXRAEjB8/HkRSFVZZVWdzgmwxVevWrfVie1BQEAoWLAgiaYstc0hcU4Xbt29zHqJ169Z6ud5Z22GRSIRNmzbpYZWGwYMHD7gyWZs2bVJt+7dv33hbkQoVKqQYKDclnjx5wtvO6MP2Xbt28f1/cq2JzQEvX77kqoDt2rVLle0xMTE8PlWiRAmzep6rwuvXr+VsT83e5syZM5wf0GcMxFDw9/fnz2FdbGcJCblz51a5X7UUH9fW1pZzG/v27UvRbkEQuG0FChTQqGDHXG1n/r2rq6tG+zCxWMyTQYoXL67yM5Zge9GiRXncqlWrVsnazCDLY5YpU0blZyzBdqaGT5S8CIGhYK4JPZuJ6DkRifQ1Z8ZIP8SPLvj58yeXrixYsKBZtaaQxapVq/Se2CKb+Tx+/HizzXyWzcpfuHBhquf79esXf0jky5cP//77rx5WaRhs3bqVb4wWL16c6vkuX77Mg4i6tPswJpjMHRFhyZIlqZorKSkJHTt25El7z54909MqDYMDBw7ozfbHjx/zahkPDw+TtlXTBIcPH+a2L1u2TOd5BEHA0KFDQURwdnZWkks0Rxw7dozbnpqN4bt377hj2b59e7NM2lPE8ePHue0rVqzQeZ4FCxaASCo/fuHCBT2u0HA4evQov8+rU2RLCdHR0bxtX506dfQqeWxIHDlyhNu+ZcsWneZglRIikUgjAsFcIGu7j4+PVsc+evQI1tbWEIlEZtNGT1tERUXx5A5tCDvWc97Gxsbsn+XqwCryHBwctKq4ZMc5OjqabaVmchAEgStjtmzZUiu/g1XyZcuWTan1hCXg/fv3vGLdVEqBRk7oyeB0Mngdo0IsFqNbt278HmmuCd0XLlzg94Ju3brpxS978uQJXFxcQKT/thf6xD///MPVK7p06ZJq2wVBwLBhw0AkVWE9ffq0nlaqf8iqV+jjd3///j3y5s0LIvNVYWW4e/cuV6/o3r17qm1nqr42NjY4fPiwnlZpGDx69Ignd6TW9tDQUO7r1apVy2xVWBmePXvGkwx79uyZKt5xy5YtnA/etWuXHldpGLx8+ZL/7qmxPSoqirfTK1u2LMLDw/W8Uv3j1atXerH99OnTeuHFjImXL1/ye13fvn11iq8IgoC2bdvy+FRQUJABVqp/vHjxgts+ZMgQnebw9/fnya/mHJ9ShKztybWaUoXw8HDO2+rKA5oagiCgadOmnHvW9HcLCQnh+6I9e/YYeJWGwZs3b7ganzZ7UD8/P52OMyewZJpixYqp7QyiCg8fPuQ85s2bNw24QsMgNjaW78X0VYCvLcw1oSc7EfkRkTcROetr3oyRQfyogmLms7lvlnbs2METcDZs2JCquWQzn2fPnm32m6Xdu3frxfbExETeVz5fvnwWERDZt28ftz011Sj379/nFVLDhw83+98ckLfd29tb53k8PT1B/6+Kfvr0qf4WaEDs2bOHExe6ttv79OkTr+jv2rWr2SfzMMjarm2gm4GpPNnb25tFG0FNsXv3bm772bNntT4+KSkJVatWBZG0n7O5yI9rAlaFJRKJdFLQun//PqysrCASiTjBe+jQIQwfPhx16tThVZLq5D0Zbt++jRYtWiBbtmxwcHBA+fLl4eXllez1Ex0djblz56JChQpwcnKCs7MzypQpA09PT40qtHbu3MkTkXSRTmfJa+XKleP9jA1tu6zShroxd+7cFNe+detWEBGcnJzw4cMHrez+/v07rwhbunQpf90Yv/vXr18xYcIElC1bFs7OznB1dUWVKlWwdOlSREVFabR+dp/Knj271m0QmYKhm5ubVk60uYBV1FepUkXrKkbWeqtixYpmG7hUhy9fvnDiTpdqU9Z667fffrM429n57uLionW1qSAIvDVy3bp1zV6BTBaRkZG8Eq979+4mW4eRE3oyOJ0MXsdoEAQBAwYMAJFU6t9cVVgZbt++zYMYAwcOTJVP7ufnxxUROnbsaLYqrAz379/Xm+3Tpk3jvp65tJpKDg8fPuR7Uk9PT51t//z5M4oWLQoiQoMGDSzC15O1ffDgwTrb7u3tzX3Fv//+W8+rNAxkbR8+fLhOcyQkJHD/vlKlSvj586d+F2kgPHjwgCfxTZw4Uac5bt26xQsg1q1bp+cVGg7379/nts+fP1+nOdhzrVixYvj06ZOeV2g4yNq+fv16rY8PCwvjHOa0adMAWA6nI8u569ICXLaAgRWbWwqnc/fuXa7Ed+7cOa3sFovFqF27Nk96Zc8IS+F02H1KJBJp3f1BtmDn7du3Wh1rDti8eTOIpAo12iqIyZ7v5h6PVUR8fDx+//13EKlvh54cWOutvHnzIjg42AArNByuX7/O48m6xFpY662CBQtalO0SiYRzcWXLljVZFwRzTej5h4ieEJGEiKL/////qBhX9PWd6XWkd+JHIpGgRYsWICIUKlTIYm4isk7soUOHdJrjxYsXPBvUkjKfN27cyG3XJdANABMnTuSbjVevXul5hYaDrO26ZLHKVsL37t3brJV5FLFhwwYe6H7+/LnWxx89epRX7t26dQuA4R2DW7duYcKECahWrRpy5MgBOzs7FClSBAMGDNBqk86CX46Ojnj//r1WdstWwjdq1IgTvIa2/fr16+jVqxfKli0LV1dX2Nvbo0iRImjTpo1WZKuXl5fOjoFsJbxsQpCxiACG+Ph4lC1bFkSE/Pnza7x+pjKTP39+rQk7dmyhQoV45Z6h7d6xY0eyBMDGjRs1Xv+UKVNARChZsqRWAdu4uDiULl2aP9cYWO9xZ2dnuLu7p2g7UwpycnKCh4cHxo8fz3vWd+7cWeUxAQEBcHNz44Hm8ePHY9y4cejUqROyZcumcdUsS3CoWrWqVgkOV65cUXmPNLTtXl5emDVrltKYOXMmbynx8OFDjWzo0qULD0xo83xifZvr1Kkjd5yhbQ8ICECuXLlARKhfvz7Gjx+P4cOHcwnZChUqaHT+CoKAJk2a8ECcNvux+Ph4lCtXDkSE5s2bm30QTxZMddLW1lajVluKiI6O5sGsFi1aWIztP378QIUKFUBEqFevnk57sfDwcN5ar2XLlhZj+/79+3mCtq5VeCEhIVziuFWrVnpr2WJI/Pr1C/Xq1QORVFbblO0xjJzQk8HpZPA6RgMjhh0cHCym2lO2HbKuFZ4RERHcv2/WrJlZt9eVxfXr1zkXtWDBAp3m8PHxAZG0ZacltFplkLV97dq1Wh8vWwlfvXp1jYON5oBr165x23VR1JSthN+8eTMAy+F0rl69ygPdZ86c0c5w/FcJX6RIEXz9+hWA5XA6//zzD6/G1zbZUrYSfsKECfx1S+F0zp07p7O/w461s7OTU5S3FF7n8OHDINKtYEcVL2BJnA5LcNC2YCc4OJgnvMq2GLYkToe1QS9QoAAvMtMEK1euBBEhT548+P79u9Fs1xenAwCTJ0/WiccE/ivYKVmypNZFXqaEbAcIXZ7rgiDwuGzJkiX5883ckZSUhE6dOoFIKhSgS8tTsVjMOYJSpUpZjO2yHSBGjx6t0xyyyVClSpVCWFiYnlepfyh2gHjy5InJ1mKuCT2ChkOir+9MryO9Ez9r1qwBESFHjhwpttkSBAHbtm1DzZo14ezsDAcHB1SqVAmrV69WuQmOj4/HunXrUL16dWTPnh1OTk5wd3fHiBEjEBgYmOq1L1q0iGexais7n5iYyKtEe/funWLwSFvbo6OjMX36dLi7u8Pe3h4uLi5o2LChTo6rKsyZM0fnh+bdu3dhZWUFKysrntgBGM8h3LlzJ6pXrw4nJydkyZIFf/zxB06dOqXx+idNmgQiqZqUtlXZQ4YMAZF8Jbyh7Q4JCcH8+fPRuXNnFC9enAdydMk6Z+uvXLmyVgEcWQlL2Up4QzsGuXPnhpWVFerUqYNRo0Zh3LhxXA3MyclJq6x9Jh//xx9/aBX8Y2onipXwhrZ91qxZyJcvHzp06IARI0Zg8uTJ6NmzJ6/SmT59ukbrFwQBzZo1A5F20p0SiYS31FOshDcGESCLsWPHcru1IX/EYjFq1qwJIkL//v01Pu7ly5fc6ZZtNWBouxnx065dO5VkgKYEACB9frI+8ePGjdP4OHZ/LFWqlJwD/c8//8Df3x+CIODq1avJ2h4ZGYmcOXPCzs5Obs1xcXHc4VCstEpMTESlSpVga2urMqAgFos1PncjIyNRqFAhEGleySebrKlYOWVo29Xh/Pnz/H6tKcLCwniFuaYqfMePH+cBPMXniqFtZwoxs2fPlntdLBajYcOGINJcEj4oKIg/g7VVJPPz87M4FTZZolhX9TkA8PX1lbPd3FsLRkVF8fPJ3d09VcSFr68vb2PQpUsXs09sOX78OK/iSm3r3H///Zfb3rFjR7MOYMfExPDAa/78+dX2ajcWjJzQk8HpZPA6RsGNGzcgEolgbW2tUcGPOfE6586dS5XsvIeHB4gI1apVS1Gpz9w4nZMnT/JAt7YFO1+/fuXPAVnFDkvhdA4dOgQi3Qp2WOshxYIXS+F11K0/JYjFYs6lyFbCWxKns3TpUs5jalOw8/TpU5WV8JbC6QD/JV1qG+geM2YMiKQKtLL7PUvhdADdFEkjIiJQoEABEBEWL14s954l8TqMx6xfv77GPObBgwdVJgJZEqcjW7DToUMHjY6TVSJt166d3DGWxOkkJSWhRo0aICIMGDBAo2P8/f15subJkyfl3rMkTicuLo7zmNq23vr58ycqVaoEIqkCsSWosN27d08vHSB+/vzJ72uVKlXSKTnGmJBIJOjfvz+PtaSmA4RssVelSpVMWvijCV6+fMn5t9S2zv3x4wfKly8P+n/inDknskkkEowaNQpEUlXQf/75x6TrMcuEnoyRQfwYA+/evePqDceOHUvx87179wYRIVeuXBgwYABGjhzJH9SdOnWSe3AlJSVxqUB3d3cMHz4c48aN45mXLi4uchn2ukB2s9e2bVutHpys53ThwoU1qujRxvafP3/yavGyZcti5MiRGDBgAA/S6dJaQBFisZhvxvr27avxcXFxcdzhka3uAIzjEI4bNw5E0kz10aNH46+//uK9hTWtzpKtxh8zZozGtl++fJkTZrKVIYa2m0lHikQiFCtWDFmzZtWJ+AGSD1onB5bprlgJb2jHYPHixSplcZl6Srly5TS24du3b7xqQNNz5dOnT/zvvWPHDrn3DG27Otnvjx8/IleuXLCystI4ETE4OJiTkppm/DNVo1y5ciltiI3pDF+9ehUikYira2lL/rx+/ZpX8mkSoJBttTVo0CC59wxtNyN+FM81XfHgwQOtKvlYqy0rK6tkidWUbGeSr6okU5kKTr169VQeo63Trg6XLl3i92tNWm+xKoGUSEJD2K4OHTt2BJH2LSJZgEOTSj7ZVlurVq1K9rOGsJ3twVRVZqxYsQJEhOXLlye7LlnoWskHyFfJdOvWzawVW7Zs2cJl81euXJnq+WRtb9++vdm2nQgPD0f16tX5/jskJCTVc8q2cGjVqpXZtqDas2cPrK2t+f5bH6qgDx8+hIuLC4gITZs2NcuWcz9//uRBv5w5c6ba99MHjJnQkzEyeB1jIDY2llfTaxpcNjdeh7WNcnNz06pg5+zZs5xYfv36dYqfNzdOB/hvD6tNwY4gCLwqulGjRnLrthROB/iPo9CmYEc2AVzRL7YUXke2YEcxaJ0c2N5asajPkjgdsViM3377DUSEfv36aXRMQkICD/YptuuyJE5HVuFm7NixGh1z69YtnqypmERiSZyOLI+pacEOa7VVo0YNpYIFS+J1ZAt2NGm9JdtqK7kCH0vgdGTv15ok0LDvTynZ0RI4HV9fX41bb8m22urdu3eyn7UETofxkrq03goNDeWKZFWqVDFr1ZIbN25wDkYfHSBkba9QoYLWCv3GQmJiInr27AkiaVK2rFCArpC1vUyZMlq3JTcW7t27h2zZsoFIf+rgX7584WpYJUqUMMu2a0lJSTyBy9bWVinp0BTISOhJ5yO9Ej8SiYSTMD179kzx88x5LVq0qFxwODExEe3bt1fa7LKM8kaNGik91GbOnAki7RQX1CEkJIQ/QDWVrn/x4gVXb9BEJlVb21nGYseOHeUcj7CwMBQpUgS2trbw9/fX3Eg18PPz4xncp0+f1uiYCRMmcDJO0Tk1tFN0+/ZtEEml9mUJiICAAC5fq2nV7sOHD7Wq5EvOgTS03SEhIbhx4wZv+8NUU3TtC6uurYw6sFZbjo6OePfundrPGdMpEovFXF49PDxco2MA4MiRI9yWlCr5ZFtttWzZMlmizJi2A+D3DW02vtpU8sm22jp69GiynzWk7ZGRkShcuDAaN24MADqRP8B/lXyatN5S1WpLFQxht74TegDNW28lJiaqbLWlCinZzto37d+/X+m9pKQkODo6wsbGRq5CsFGjRiAivHr1CgEBAdiwYQMWLlyIvXv3qr3G2d9LXVKqbOut5Jzju3fvanxPNITtqhAaGgpbW1s4OzurTBpOyfauXbvye1dyYPsNxVZbqmAI21lAZ968eXKfl0gkaNy4MaysrJSIoeRsl63kU0zI0wS3bt3ie8IWLVporeJnaAiCwPuEa0Noa4K7d+/ywFKjRo3kZLrNAQEBATxoWrRoUa2r8ZPDgwcPeCCxTp06ZkWCiMVi/lwikraU0WeL36dPn/Jk58qVK2uUAGksPHz4kD+XChYsmKwSbFxcHL59+4bg4GC8ffsWQUFBCAsLM8g1nJHQk3ZHeuV12F5AUb1BHcyR15Et2NFUuj4iIoK3Xly6dGmKnzdXTic6OhpFihQBkeYFO6zVlrOzs5JCkiVxOtoW7Mi22lKlXGtJvI5sWxlNCnZkW20lx/1ZAqcjW7CjidoVa7VVrFixZJOXLYHTkeUxUyrYkW21lVJLQkvgdNQVWKoCU0Wxt7eHr69vsp+1BF5Hm9Zb3bt3B1HKLbgthdNhBTuurq7JKm+Eh4drfE+0FE5nyZIlIJImvyYX+N+9ezeIlFttqYIlcDrAf623qlSporXvGxQUxBPV3d3dERwcrNXxxsDZs2f580+fSsEhISE8sdjNzS3FTirGRkREBFq3bs33oPpUafn06RNPei1SpAgePHigt7n1gUOHDnE1pnbt2um1iO7r169cnSpfvnwpJgEaE8HBwZyjdXR0xPnz59V+NjExEd+/f8fHjx/x7t07BAYGIjQ0FFFRUXrlwICMhJ50P9Ir8cNabeXOnVsj54tVM8nK+TK8fPmSP6gZWM9QVZXHjx8/BhGhdevWqTPi/2AbdE1ab8m22hoyZIhG82tre8GCBfkmWBFr164FkeYVGSmBBYY0ab0l22rr7t27yX7WEE4R+zuqai0xY8YMEBFmzpyZ7LpkwSRrNWm9xSrfqlatmmw7CmOQAKlN6AE0r+SLiIjgrbbWrFmT7JzGcooAqWPAKjUUEzRScgyYg9uwYcNkv4M5zYqttlTBmLZ//foVefPmhb29vZJDm1KgmxGYKUmHs37bPXr0SHE9hrS9b9++yJIlCw+uJkf+JGe7bCXfpEmT1NoSGRnJZaBlW22pgiHsZjaMGjUKXl5eWLRoEXbv3p2sCkVK57ts663kqoLY+V6sWLEUFSpSsr1atWogIjx69Ejl+8zJkiXXsmTJgkyZMmHZsmVcDp0NJycnbNu2TWmelGyPiopCvnz5QES4cOGCWnuYjPXEiROTsVoKQ9iuCgsXLgQRwdPTU+X7KdkeFhbGk/L8/PxUfiYmJoaTXpr0LjaE7V+/fuWEQ8OGDTF+/HiMHDkS7u7uyJo1q8rnfUq2v379mjuLusgsP378mFc1lixZUiN1K2MgNDQUHTp04NeFusBVQkICHj9+jIMHD2Lnzp3YtGkT1q1bh61bt2Lfvn04d+6c2qTO58+f82d+njx5VEqlGxuCIGDjxo383lymTBmVVd5hYWE4d+4c5s+fj6FDh6J///7o0aMHunfvjv79+2Po0KGYO3cuzpw5o1K96dWrV/x+kTlzZmzZskXvpIG28PX15W0jiZQDzmKxGP/++y927dqFkSNHom7duihbtiyKFSuGfPnyoWDBgihZsiQqVKiADh06YP78+Th37pxSpeKbN29QtGhREBHs7OywYMECk7Zei4+Px9SpU7kiUenSpeWSrCIjI3H16lUsX74cPXr04BVp6kbhwoXRsWNHLFy4EBcuXNAqaKgKGQk9aXekR15HttWWuue3IsyV13n06JFWBTus1dZvv/2mkdy9OXM6//zzD4g0S06XbbWVkmKAJXA6ssVHKSX7bt26FUSaFbhYAq/D7MmWLVuy9giCgDp16iS7f2awFE5n2bJlnMeMjo5W+x3+/v4qW22pgiVwOsB/PGbp0qWTTdhg915NkjUtgdMBgCFDhoCIeHKQKgiCgMqVK4OIsGjRIrWfY7AUXocV7AwcOFDtHO/evYNIJIK9vX2KiT+WwukIgoAGDRqAKPmWw+yeoKg6pwqWwukkJSXx71J1/jEwf3HLli3JrgewHE7n169fnJNJKf6kCl++fOGtiFxdXbF//36T+/aA1K7x48dzteWBAweq3INKJBL4+fnh6NGj2L17N7y9vbF27Vps3rwZe/bswfHjx/H+/XuVNoWFhfF7oIODA7y8vFKt/qMPnD9/nrdBdHV1VZlwExUVhevXr2PlypUYNmwYBgwYgJ49e6Jbt27o27cvBg8ejKlTp+LQoUP48OGDkv3h4eG8XZ21tTWmTJli8tbiYWFh/P5NROjVq5dcHE4QBAQEBODw4cOYMmUKmjZtinLlysHNzQ358+dHgQIF4ObmhnLlyqFp06aYMmUKjhw5gsDAQCVlUCa8QUTw8PBARESEKUzmdm3dupVzzq6urnLcalxcHO7fv48NGzZgwIABqFSpktJzQ3bkzJkTzZs3x7Rp03Ds2DEEBwen6po264QeIupORJeJ6DsRiYnoBxFdIqLu+v6u9DrSI/ETFBSkVastADwbT1XLk9jYWH6BMkfu1KlTICI0adJE6cEzZ84cECm3hwgICODErTYQBAEtWrQAkbSCKjmsWrWKf4cmrbYA7W1n6j+qgqpnzpwBkbQfqCx0tV229Zai/KwiWEBcsdWWKhjCKWIVdKqSru7cuQMiaWW1LJLbJMpK1i5ZskStLUFBQbCysoKNjU2KlcvGIAE0IX5S2hxHR0dzxaGDBw+qnWf16tWc6EyteoO+nCLgv6rC3377Tem9lGz/9u0blzhMLmO7bt26INJMDt2Qtj98+BCzZs3CtGnT0LdvX2TLlg3W1tYq5XNTsj0gIADW1tawsbFRm7z48eNH/hlVQVNFGMp2Rs5u3bqVv5Ya8ofdI3LkyKE2E379+vUaka+AYexmNigOa2trDB48WOW6U7IbAPbv3w8iqeyqug0v622dUuIekLLtrBJQ3T2KtU9h8rnx8fHcTvaMCQoKwvfv37F9+3Y4OztDJBLhypUrcvNERETg9evXySbiMmWLdu3aqXz/y5cvsLGxgZWVlUaVO/q2XRUEQUCxYsVARErS6Aya2D5w4EBOJKoCq3arVauW2jlkYSjbf/78KZeoQiRtRTBo0CCVv4kmtrPqQF3bWbx+/ZonwolEIowbN85krZgEQcD+/fu5gkzmzJn5HkIQBDx58gSbN2/G4MGDUa1aNdjZ2al1gmVHvnz50LZtW8yZMwenT5/m1Xzv37/nQR9GOJhKrScgIIDfm4ik7UxYMsazZ88wf/58dOjQgQdNtRn58+dHu3btMHfuXDx+/BiA9H7AqqWJpG2oTKHWIxaLsWTJEl59XqBAAV5lFRQUhBkzZqB27dq8wkuXUbBgQXTo0AE+Pj5ISEhAVFQUVzUjkiawm0Kt5+HDh1xlQyQSYezYsfj16xd+/vyJVatWcWJWcdjY2MDV1RX58uVD0aJFkT9/fmTPnl3t9VC8eHHMmzdPJylyUyT0UAank8HrGAAJCQlat9oCzJvXkW29lVzRyq1bt0CkeastwLw5HQD466+/QET4/fffk/3csGHDQKSfoKc5cDrAf623unbtqtaWpKQk/t2aKNpYAq8j23oruaIVdr7nyJEjxSI+S+F0xGIxb5OdXGLa6NGjQaQ68UoRlsLpxMfHo1ChQiBSX7QiFos536dJ23FL4XR+/PjBVS3UFa3cu3cPRNLgoSYKCJbC6/j5+YFIGqBXV7TCFPVTStwDLIvTYYpLhQoVUpv8wPiTU6dOGd12VdAXp8Pa1Ck+FxkePXoEIkLWrFk1Uia1JE5n0qRJIEq5jZg6/Pjxgz8jiaTKfNq2Zdcn7ty5wxOfrKysMHPmTL4Pe/v2Lfbu3YsxY8agXr16PNk1pZEtWzY0atQIkyZNwsGDB/nfOiIiAr169eKfq1Onjl5UIXVBZGQk5yaJCNWrV+f37+DgYHh5eeHPP/+Eu7s7RCKRVpyGq6srGjdujMmTJ+PixYuQSCT49esXxo0bx+cqU6aMydR6Dh06xFsmOjk5YcOGDZBIJPj58ydWr16NJk2a8CR7XUb27NnRtGlTrF27FhERERCLxVi6dKkcj5ScIo6hEBwczFvxsWvvy5cviI+Px759+1C3bl2VyTsikQhZs2ZF3rx5UaRIERQsWBA5c+bkz33FkStXLowcOVJjX04WZpnQQ0QiItpDRBIiEogoiYi+/P+/wv9f36+v70vPg9IZ8QMAEydOBJGUWNcUzMlW1fOVVTQR/Zd5KwgC7zVapkwZjBw5EuPHj0eDBg1ga2uLESNGKG3kUkOAhISEcAladRsXiUSC4sWLgyjlNjSy0Nb2vHnzgohU9pJn1Vz29vZyr6fG9hcvXvCHi7oWM6x6zsXFJVmZWgZ9O0UxMTEgkkryqcK3b9/4zVwWKTlFp0+fBpFUOltdZR4jBjVpLWcMAkQfCT0AsG7dOhAR6tevr/J9QRD4ZvPIkSNq52EwhlMEAB8+fEDOnDlhY2OjUjlBE8eASYKqk3dn10TmzJk1StwzpO3MgWMjc+bM2L17t8p5NLGdOVnqJNmZJHWXLl3UziELQ9geGhqKnDlzokWLFnKfJVJP/qRku2yllqr2ioIg8OvPx8dH5RyyMITd165dw9q1a/HmzRvExsbi8+fPOHjwIH/uqFJM0uQ3j4+P53L0qiS9fX19QSStbNUkgz+1trMkUvbMkw2CqNpXMEXApk2bprg2RTCZYysrK5WB+Xnz5nEHQxPo23ZVuHjxIojkq7x1QXLPbUEQuCTr3r17NZrPELYHBASgfPnycHNzw9mzZxEZGYkvX75g06ZNcHJyQu7cuVOsLlQF1l6xVKlSOldtxMfHY8qUKbx6yhRqPaGhoXwvzK6BoKAgTgCwZ7TiKFmyJDp06IDevXvD09MTQ4YMQf/+/dG9e3f88ccfKgkiOzs79O7dG3fv3kVSUhK8vLy445wnTx4cPXrUaFVtSUlJcqo8OXLkwN9//80JgNq1ayut38nJCXXq1MGoUaOwZs0arki0b98+bN26FWvXruUEGZtXdtSsWRO7du3Cr1+/lBKo1qxZo9HeN7UQBAE3b96UU+Xx8PDAjx8/cOHCBbRr146fj2ww9ZkFCxbg/PnzePnyJd6+fYuQkBAEBgbCz88Pjx8/xp49ezB69GjUqVNHKREod+7cmD59OoKDg3Hp0iUeJLKzs8O4ceP02t5MHV6/fo1hw4bxIAC73p48eYKBAwfyQhK2rmrVqmHw4MHYvHkznjx5olaGXiwW49WrV1zFqHbt2nJz2djYoFu3brh+/brG57cxE3oyOJ0MXseQ+Pvvv/n1llwrB0WYM68THx/PVbuSK1phaqTTpk3TeG5z53Sio6NTLFqJioriewBNWm9bCqcTEhKSYtEKSyzQdG9oKbwOax2cXNFKz549QZRy2yXAsjidlIpWYmJi4OLiAiLiydvJwZI4nZSKVlgiZbFixTRSZrAUTgf4r2hFXXvFPn36gEizQlTAsngdVrSimAQLSJU/mP9y//79lMy2KE5HNhajSkH23Llz/NmpieKeJXE6KT23BwwYACLCmDFjNJrPkjidDx8+QCQSwc7OLtl2a8lBlUqIsdV6FFV5WIJJfHw89u/fL1dMJTsKFCiAVq1a4c8//8SAAQMwdOhQrljTrFkzzvEqjmbNmuHEiRMQi8U4ceIE8uTJA6L/1Hr01d4rJQiCgLNnz/LiKzs7OyxatAgJCQm4ePEi2rdvr8Rt2NraonLlyhg4cCBWrlzJFYn279+P7du3Y/369Zg2bRqaN2/OE2VkR/HixbF8+XKEh4fj9u3b3CewtrbGxIkTjZbQ5efnx30NImkLxA8fPuDJkyfw9PSU4yPYHo6pzxw9ehTPnz+Hv78/goODERwcDH9/fzx79gxHjhzB1KlT0axZM65gxYaTkxMGDx6MZ8+eKSk99+jRwyhJTV++fMG8efOUrreAgABMnTpV7py1srJCmTJl0Lt3b6xatQo3b95Uq7goCAI+fPiAQ4cOYfLkyWjSpAl/3rHRsGFDHD58WOPz21wTeob8n+R5SEQNicj6/69b///fD/5PAA3R13em15HeiJ+4uDiePXjv3j2Nj9u3bx+/ucpW+iYlJckFK2SrBwRBwOzZszm5y0ajRo1UbpwSExPx+vVrvHv3Tifb+vfvDyLCuHHjVL6fUla4Omhru6enJ4ikAXXZ7wkPD+eS+ETy1V6ptb1+/fogUi0hDaRc6a8IfTtFnz59StbxS0xM5BsEWaTkFInFYt5zXlX/7ZQC4YowBgGiCfGjiTMYGRnJgzqqiEYmFZ0vXz6NWi8YwymSlfJURaZqirdv34KIkClTJpXKA6wl2bBhwzSazxi2x8XFwdfXFyNHjgQRYfDgwRqtTRGs93j+/PmVftfExEROPl9NQZKawRC2t2nTBlmzZlVqdZbcPUATbNmyBUSqK1evX78OImlgU5OghjF+c4bg4GBO0D979izFz6sCk+ZWlZjIzqlBgwZpNJchCG6moqAquSQkJARE0qojXcACMIpBm6SkJC75mlKLNQZjkPudO3cGUcptEDQBU9ZTlF+WVazSVILWELaz55kqcoopImpSYaiIpKQk3j7p8uXLWh8viwcPHsip9bRr1w4XLlwwqGyxn58fRo0axR1h1gJKFQGQN29e9OjRA8uXL8fVq1c1SsqTSCR48+YN9u/fj7Fjx6Ju3bpy1VCVK1fGli1b8OzZM7nkmdKlS/PqH0OAEQDsuiSSEsKPHj3ClClT5EibLFmyYPDgwdizZw98fX212pczCet9+/bhr7/+QtasWfm82bNnx4QJE3Dv3j05tR4XFxedq39SQnR0NDZt2oQKFSrIEXgnTpzAypUruYIG/Z/k6tGjB86cOaMzsSkWi+Hr64t169bx65KRKu3bt8f58+fl1HpEIhFatGiBU6dOafV3TgmJiYk4fPiwnAoTU+U5c+YMv3+x0bhxYxw9elSrxANVEIvFuHjxIjp06CBHIpYtWxY+Pj4pErxGTujJ4HQyeB2DgT2DtfWpzJ3XSalo5dOnT7CxsYG1tXWKbZVlYQmcTkpFKylV+ivCUjgdAPw3UFe00rhxYxCpDoSrgqXwOikVrXz9+pUXNwQGBqr9HgZL4nRS4upYSzJVCkCqYEmcTkpFK0yBftmyZRrNZ0mcTnJFK9++fYO9vT1EIpHGCemWxOuwopWSJUsq7Vd37doFIqnKpqmSFg3J6SxfvhxE0mQFRbRp0wZEmrVYAyyP02HKekOGDJF7XVax6s2bNxrNZUmcDgC0atUKRMl3VdAEwcHBcmo9v//+O/bs2aORipeuCA0Nxfz58zm3YWVlhcmTJ+PNmzdKyQ2ZM2fm6sHqWoQrQhAEhISE4Pjx45gxYwZatGjBhQqIpLHLhQsXws/PT06tJ2/evJg5c2ayLQBTg+joaHh7e6NixYr8O6tXr47bt29j5cqV/J7KuI2uXbti06ZNePjwoVbtsQRBQHBwMI4dO4YpU6ZwVToiaaynX79+uHHjBsaOHcu5Lsal3Lx5U+9JXUlJSThy5AhPvCSSJtmsX78ee/fuVeI2GjVqhP379yMoKEintQiCgMDAQOzbt4+3JWSjVq1a2L9/v5zqMxGhWrVq2L59u0ZqXtqs4/r16+jWrZuc6k779u1x/fp1tG3bVo5zqVChAjZt2qRWUEKb733y5AkGDRokx4/my5cPS5cuTTGOaa4JPQ+I6AMROah534GI3hPRQ319Z3od6Y342b17N4ikWcba3HAkEgl3KnLnzg1PT0+MGjUKZcuWRaZMmfgNnUmGxsXFoUuXLnB2dsamTZvw5csXREZG4uzZs3Bzc4OtrS2OHz+uV9sePnwIIqlknSpp5LZt24Io+b6tqqCt7V++fOEPonLlymHUqFHw9PRErly5ULx4cX6jSi2hLYuDBw+CSJoprPi7/vz5M0VZU0Xo2ynSlPxRrHLTBKy3dKtWrZTeY1U/5cuX14tTpA9nMLW91mXBelCrarfGSLE5c+ZoNJehnaKvX7/yz+jaRkUWbDO/fPlyudcjIyN59f6rV680mssYDqEsWKDt0KFDGn1eFrLKS4pKY4cOHQKRNGir6f1d37YzImLXrl1Kn00t+SNbpffkyRO597p16wYiwowZMzSay9i/OZN116QllioEBgbCysoKtra2cs5hTEwMTxp4+vSpRnOlZLsuEvSsjcrp06eVjmHVvLrc3wHg5s2bIJJW+8o+N48dOwYiQokSJTROzjCE7bJgpLuzs7PGbT2TA9uzVapUSe6a7t27N4gIkydP1ngufdseFRUFImnVhio8f/6c74N0AWvjkVIrVU3A1HpY+wyi/6p/9NWOShUBQERo3rw5bt68yQNRsgTAkSNH9FZh9eHDB0yaNEmu0sfFxQVr167FqlWreLInIyYGDx6sUXV/SlBHAJQoUQL79u3D/Pnz5f7uFSpUgLe3t9rqHV0QGxuLbdu2MaceRFLllhkzZsDHx4fvzdho2LAhDh48yNt/6YKEhAQ8ePAAw4cPl1NMypkzJ6ZOnYrLly/D3d2dv16wYEHMnz9fpxZRyUEQBNy4cQPdu3eX+/sPGTIE165dQ9++feVIoMKFC2P27Nm4cOGCTvZ//foVZ8+exbRp03jSHZFUIW7QoEG4c+eOXDKRi4sLRo0apbH/oS2Cg4MxY8YM5M6dm39nx44dkyVRjZzQk8HpZPA6BsGrV69AJFVK0ZZQNXdeJ6WiFbY/0EZtGrAMTie5ohVBEPh+W9VeTRUsidNJrmhFk1Y1irAkXie5opWFCxeCiNC2bVuN5rI0TocVrSgqnsgmOqlTwlGEJXE6wH9FK4rKS+/evYNIJIK9vb3GezVL4nSA/4pWZFt5AcDSpUtBRGjZsqXGc1kSryPbOlCxaIWpMWzbtk2juSyN0wkPD1fZVSEgIICruHz9+lWjuSyN02F7NsWuCixZpkmTJhrPZWmcDmtRWqRIkVQXVDG1Htlinhw5cmDSpEk6KQip+w7mW8tyGOXKlcOVK1fg4eEhl9xQvnx5bNq0SW/cRnh4OJYvX84VrYikSSzjxo3DwYMHeaEakVS1pmPHjrh8+bJeklt8fX0xYsQIzi8zbmPx4sXYs2ePnKKKIbgNsViMkydPyrV6IpK2kD9//ryS2nH58uWxceNGBAcH62y/RCLB69evMWfOHH5vZvvNgQMH4ubNm3L8HuM2DFEk9u+//yr9/Zs2bYqbN29i/Pjxcn//bNmyYdSoUTh27JhO9kdFReH69etYunSpUoFYhw4dcP78eSxevJjzSLa2tujZsydu3bplEHWsiIgIrFmzRo4/S6mFvLkm9MQQ0YoUPrOCiGL09Z3pdaQn4gdQv3HWBElJSVi+fDkqVqyITJkyIXPmzGjWrBkePXrE52UBRdb2RZWT9+zZM04q6xvVq1cHEWHHjh1yr8sGQzXdJMpCG9sBICwsDCNHjkTRokVha2uLXLlywcPDg29WXVxcUmeoAhITE7kM37Vr1+TeY5vERo0aaTyfvp0iXeWZNUFYWBjs7OwgEomUNnFM+nDjxo0azWUu0syagm2uM2fOLLeBlJWt/vTpk0ZzGdIp+vz5M0qXLg2RSJSqKi5ZnDhxAkTSoKysY7B+/XoQEf744w+N5zK0Q6iI48ePg0hzBSFFsGu6cePGcq+zKnltyAV92z5q1Ci5zXdyQ1NCVhZsflk1mu/fv/NKXU2rFIz9m48ePRpEmlcdqQJLSl26dCl/7cCBA2oJYHVIyfZt27aBiNCnTx+l95jyV7169eReZ/YtXrxY6Zh79+6BSCqRrwtkAxiy5BJLapH9e6QEQ9guC5Zg6unpqfGakkNcXBwnLAICAgBI/x4seK2NI6lv28PDw0EkTZxQFcxigRld99hBQUEgkiq56EtNJzQ0FAsWLOCywUTSoFmbNm20qqYCpEkkt2/fxurVq9GnTx+l5AZPT088evQI69at44FJQxIADHFxcdizZ49cBVGDBg3w5s0bHDp0SKn6p2DBgmjfvj3mz5+Pc+fOISwsTO3cslVU06dPR4sWLZRkdzt06IBLly7h2bNncgk23bp1w+3btw0qjy0IAu7fvy9XwVahQgU8efJErTyybMurCxcuIDg4GN+/f0dsbCzi4+MRERGB0NBQPH78GJs3b8agQYNQtWpVXsHKRp06dbB//35ERERg4sSJnGxyd3fHsWPHNFJKTC2+fPmCadOmcfKxcOHCuHz5MsLDw7Fs2TIUK1ZM6TlcpEgRdOrUCQsXLoSPjw9OnDiBixcv4uLFizhx4gR8fHwwb948tG/fXu66YaNUqVJYvXo1IiIi5Np92draYt68eUZpdQZIE6w2btzIk6uyZ8+OAwcOqDzfjJzQk8HpZPA6BgGr9h46dKhOx5s7r6OuaCUxMTFVCn7mzukA/xWtrFixQu512QR3U6kzGpLTSa5dOPMzBg4cqPF8lsTrqCtaEYvF/Ll6/vx5jeayNE5HXdEK8x+zZ8+usQKDpXE66q7piRMngkg7RQxL43RY0UrVqlXlXmftVVQllKiDpfE6c+fO5b4Rg7+/P4ik6jeaKi9YGqcDAP369QMRYfbs2fw1xm127dpV43ksjdMB/otNHD58mL/WsmVLEGneQh2wPE5HLBZz7srf31+nORQRExODLVu28Bb0RFKV2Pr162PSpEk4dOgQPnz4oBHvkJiYiKdPn2Lr1q0YMmQISpcuLcdttG/fHhcvXsSpU6d4woehkxsAaaLJ+fPn5dRRSpYsiVu3buHatWvo2rWrXDFP9uzZ0bRpU0yZMgWHDx9GYGBgsmsLDw/HhQsXsHDhQnTq1Il3vlDkNgIDA+VUj+vWrYvjx48bnNt49+4dxo0bJ9dC/sSJEwgKCsK0adOU2pXlzJlTruXV+/fv8e3bN8TExCAhIQFRUVEICwuDr68v9u7dizFjxqBu3bpKrdxLliyJVatW4cePH9i0aZNcC/lNmzYZhduIjo7G+vXr5VrIb9myBbGxsdi5cydq1Kih9BzOlSsXWrRogenTp2Pfvn04fvw4zp8/j0uXLuHUqVM4ePAgVqxYgZ49e6JUqVJy6t5E8i3cFdt9eXh4GK3VmSAIOH36tFwL+QULFqg838w1oSeaiFam8JmVGeRPBvGjDWSlLfUpz/Xr1y9kypQJDg4OvNK4atWqICK8ePFC5THsxpSa6lhVYD2qq1evLvd6cu1KUgNVtieHf/75B0TKgXh9YObMmSCSykLLgmU4KhIjycEQThHb/KiSG2btQzSVj1YEC95MmjSJv8YquTJnzqxxVr0xnEF9JvQA/zkG27dv56+tWLECRITOnTtrPI+hnKKQkBCUKFECIpEI3t7eGq8nJYjFYh5ckq2ca9KkicmdopTAko40bYGniJ8/f8LW1hYikYif2/Hx8fy1Hz9+aDyXvm338fHBgAEDVA4iaaCb/VuVklpKePLkCYik/eQZWDvF2rVrazyPsX9zVuX5999/a3yMIhjx1b59e/7a2LFjQaRenl4VUrI9MjISOXLkgJ2dHR4+fMhfj4uL43YcOHBA7pjXr1/DxsYGuXPnlkuqiouL4xUNs2bNkjtGE/l9hgkTJoCIMHPmTP4aq07RpMc8gyFsZxAEgbfWURccYNDGdhbYYeTPx48fOeGnDYFgCNsZ4TF9+nS51+Pi4ngr0AkTJsi9p43tLFFZX+QPA+tHLivbLDvy58+PNm3aYMCAARg+fDjGjx+PUaNGYdCgQejRowfKli2r1C+cEZyrV6/Gz58/8f79e/43ICJ0795d5xZLuuLQoUO8zRWTC5ZIJLz6hwWPFEfevHnh7u6OypUro0aNGqhYsSJKlSql1Odb9vMzZsxAcHAwEhMT5VR5ChUqhEuXLhnVbgC4du0aT2CxsbHBzJkzkZCQgJ8/f2LNmjWoXbu2UnKPtqNUqVIYOnQoVzq6d+8e33NbWVlh4sSJBpUBV4cXL17IJVMNGTIEUVFRkEgkOHv2LIYPH47ff/+dE2TaDCcnJ9SpUwejRo3i1YDR0dFyqjwpVVMZEkFBQXwfSCRV61Es5DByQk8Gp5PB6+gdUVFRPHlNHdeiK8yF11FXtMLalZQqVUqvQRRz4nRY0Yqbm5tcQjPjIRTVPJKDpXE6qopWkpKSeHL748ePNZ7L0ngdlkAhmxxy7do17vfqS43U3Dgd4L92O+vWreOvTZ48GUSEMWPGaDyPpXE6giBwX0q2KJPt4a5cuaLxXJbG6cTFxXG1FsZdsYRAR0dHrVrEWhqv4+vrCyJpUQUDawnZrl07jeexRE7Hx8cHRPLq+qxIS5skQUvkdFhMasqUKfx7WKKLNm06LZHTad26dbJ/c10hCALu3LmDXr16KRXbEElVhxo3bgwPDw/89ddfGDduHMaMGYMhQ4agT58+qF69upySLRu5cuXCtGnTEBwcjJ8/f/JENCJpC0hDFmepgmIL+XHjxuHXr1/4/Pkz5s6dK9fuXNH+kiVLomLFiqhRowYqV66M0qVLyynRyA5nZ2eu4iwIAvbv3y+XVLJ582aDFmepgr+/P495EUnVer5//46EhAQcOHAAzZs3l1Ou0WUUKFAA3bp149xGYGCgnCpPp06ddBKGSC2+fPkil0zVtGlT3qLz4cOHmDhxIho1aiSnWKXpsLW1RZUqVeDp6QkfHx8kJCRAIpHItfgqUKAAzp07Z3S7Ael9bNCgQXL8kqJqq7km9DwgokBKXp75AxE90Nd3pteRXogf4L+A2MiRI/U6r7e3N4jkKwjKlSun1gmJj4/nmaT6kC+Uxa9fv/jNTNaxZuv5559/9Pp9qmxPDkxWVVFBSB8IDg5WcoA+f/4MImmFuzYZtIZwithGXTbxhGHGjBkgkg/WaoOLFy+CiFCjRg3+Gkvu0kaO2xjOoL4Tery8vEAkXz3QvXt3EBG2bNmi8TyGcAyCgoJQrFgxWFlZqfzdVUEbx6B///4g+k+RRhAEvplT1YtcHQxh+7Vr11QSb+/eveOVpRcvXpR7TxvbGdFz/fp1AP+1HNS2YsaQzrAiiNTLM2tqe1JSkhL5s2DBApCWZJoh7L5x44bSPIIgcKn0HDlyKLVF0OY3V0X+1KtXD0SEM2fOJHvssWPH0LdvX/Tt25cnMRQrVoy/Nm7cOKXPW1tbw8nJCQMGDMCECRN41Wznzp1VOnIskdDV1RUeHh4YMWIEr7KrWbOmEtnH7tGaPD8VyZ+YmBhYWVnBxsYmxYC5MWwHtKte0sZ2RfKHBXoaNmyY4rGGtv3SpUucPKlZsyYnSFiLCjc3N6UAnza2G4r8kUVAQECyVTrqhrW1NSpUqID+/ftj3bp1uH//Pv/7bNu2javy5MqVS6uEan0jLCwMXbt25etu0KABJyTEYjF8fX2xZ88ejB49GnXr1uXrVjeyZcuGxo0bq6x++/r1q1zF0ODBg/W+z9cGMTExGDFiBF9PpUqV5FQLxWIxXr16hV27dmHkyJGoXbs28ubNi2zZsiFTpkywtbVF5syZkStXLri7u6Nnz55YsWIFrl27pnQv37p1q5wqT3ItOowBxcSqUqVKITg4WO4zSUlJePnyJXbu3IkRI0agS5cuaN26NRo1aoTGjRujdevW6NKlC0aPHo09e/bA19dXKcASHh7Of3NbW1u1FVTGhCAI2Lx5M094cHNz4wpngElabmVwOhm8jl7B9kTaJLJrCnPidWrXrg0igo+PD3+tb9++INJOnVETmBOnIxaLeZtMWfKavWZKdUbAsJwOUwqwt7fniVUvX74EkVRRThtYGq9z48YNJT9i2bJlfD+lKSyR01m3bp3S9ceScxVbjCcHS+R0PD09QfSfIpdskZY291RL43SA/7oHMLU1XYq0AMvjdcRiMfe3mE82ZswYEKVcpGXpnA5rK5knTx7+GktUuHfvnsltBwzH6bCE5KZNmwLQrkjL0jkdpvQ4fvz4FD+rK759+4ajR49i2rRpaN68udpCJFXDzc0N3bp1w9KlS3HlyhWuVHTt2jWe/GJvb49ly5ZplWyoT8TFxWHKlClyaj3Pnj0DAJ6EcuTIEUydOhXNmjVL0X5HR0fUqlULI0aMwM6dO/Hq1StuW3x8PHr27Mk/26RJE63iK/qGRCKBl5eXnFrPgwcP+PuCICAgIACHDh3C5MmT0aRJExQoUACurq48OdvZ2Rk5cuRA0aJF0a5dO8ybNw9nz55VStS5efMmL3rLkSNHqgpy9QHFxKqsWbPizp07Sp95//49Dh48iEmTJqFr165o27YtmjRpgoYNG6JVq1bo1KkTBg8eDG9vbzx69EgpWT0xMZEnuhNJVXkiIiKMaapKyCpAZ8mSRe7ZbK4JPUOISCCih0TUiIhs/v+6NRE1IKJ7RCQhoiH6+s70OtIL8QOAZ9aeOnVKp+NV9Wd/8OABsmXLBmdnZ7x//56/PnToUBBJ2zwp3ihYtYWiik5iYiJev36tVXayKigGgGJjY2FlZQVra2udqgcA7WyXSCQq+2ey3tiVKlVSqvzSl+3sRsfIn1OnToGIUL9+fa3mMYRTdPv2bRBJWyTJKogEBATA1dUV9vb2coQ7oLlT9OPHDyXyZ/jw4SDSTgrVGI6wJsSPNo4wI38qV67MX2M94WUlm1XB0I4Bk22sWrUqZs2apXIo/ubaOAaK5E9AQADfeJnaKXJxcUHhwoXRtWtXjBs3DqNGjULr1q056T1ixAilNWljOyN/Vq5cCQDYtGlTsueuMW1Xh+TIH21sVyR/OnToACLC7t27TWo3c6z+/PNPTJw4EYMHD+ZBEEdHR1y4cCFVdiuSPxKJhAcsU5LAZE60uqGqVcKtW7fQokULZM2aFZkyZUK5cuWwcuXKZJ3Y06dPo0GDBsiSJQvs7e1RunRpzJ07V+WzNzXkz61bt0BEqFixYorHGst2ljSxadOmFNekje1Hjx6VI3+YGt/EiRNTPNYYtj9//hy9evVCwYIFYWtri0yZMqFMmTKYMmWKSgl2XcgfxWvTkGB9tH18fODt7Y3Vq1djyZIlWLlyJTZu3IidO3fi7t27Ks9pQRB4giGRaVR51EFWradkyZJqSRmxWIzAwED8+++/ePToEe7cuYMnT57A19cXISEhau/3QUFBnOwtWLCgSVR51EFWradYsWJye3Z9YPny5fw3HzNmjElUedThxYsX/DlUqFAhvHnzRm9zf/r0ibckKVq0qMlUedQhKCiIJz/nz5+ft00xckJPBqeTwevoHePGjQORfMsKbWEJvI6qABC7nymS2ZrCUjgdRd9GtkhLmzaklsbpAEDx4sVBRDxQtXPnTu57aQNL43Wio6MhEolga2vLrzNWpLV58+Zkj7V0Tufu3bsgIpQrVw6AdkVals7pMA6HKck/evQIRNLk8JRg6ZwOax25ZMkSAMD8+fNBpFkBsqXzOkxx4uzZswA0L9KydE5HEAQeLP/06RMv0tIkVmPpnA5rJ549e3YIgsCLtBo1apTisZbO6Zw8eRJE2selUgNBEBAUFIRjx45hy5YtWLt2LZYuXYoVK1Zg/fr12LZtG65cuaK2ZeCJEye4UokpVHnUQVatx8XFBbdu3VL5OUEQ8OnTJ7x+/RpPnjzBnTt38OjRI7x69QofPnxQex7ExMSgadOmIJIq9phClUcd/P39ebJ/5syZcfXqVb3Of+7cOZ401Lp1a5Oo8qjDly9f0KJFC/4MUkwkTg3i4uK4UqKzs7NWLS+NgcjISHTp0gVEhEyZMvHnpLkm9IiIaN//CSAJESUR0df//1fy/9d99PV96XmkF+JHIpEgS5YsIFItj6sJatSogT/++APDhg3D5MmT0aZNG1hbW8PR0VGpp/PHjx+57FuRIkUwZMgQjBkzhldxOjg4KBExLBif2h7siuQPk/4tX768znNqY3t0dDQcHR3Rrl07jBs3DuPGjeN2Fy9eXMnZBfRne8eOHeXIn9mzZysRYepgDIeQtYcpUKAARo8ejb/++gvZs2cHEWHt2rVKn9dmk6hI/jAiJqUHnTHsZnP17duXy2p27NiRv3bz5k2d7VYkfyIiIkAk7TWpqgeuLAztGCQ3NxuKm7DUkD+HDx8GEaF58+YpHmto21etWoWWLVuiUKFCcHBwgJ2dHQoWLIjOnTsr3TN0sZ1VkjKSUjHBx5S2q4O+yR/W21sxkVEdDG33+PHjUa9ePeTNmxf29vZwcHBAqVKlMGzYMLUBZG3sBuTJH9ZWUN3fNC1BkfxZvXo1iKSVA2kdiuQP67Vu6moRY8AU5I+uEAQBEydOBBEZpB2BPhAaGsp7zRcsWFBvrcw+fPjA78MVK1Y0Wo9tbfDt2zdUq1YNRNIWYfpKbFm0aBF/hjC1QHPDjx8/+J44d+7cevndw8LC+N63TJkycspH5oSIiAjUrVuX2/727VtjJ/RkcDoZvI7ekdoiLcAyeB22B2jQoAGA/4q0rKysdG4fbymcjqL6KCvSYn+L5GDpnA4Lpm7duhWAdkVals7rsLadLMGIFWml1GrM0jmdX79+wdraml/b7DrKmTNnioFES+d0WAIPU1lW5HhMabs66IvT2b59O4gIXbp0AfBfIuOuXbtSPNbSeR3WYm/evHlaFWmlBTRs2BBEhJMnT2pVpGXpEASBq6YEBgZyRTtNirQsHZ8+fQKR9knJpsK+fftgbW0NIsJff/1lMlUedYiLi0Pnzp35HlxfyR3R0dGcb86ZM2eKBeKmQGJiIlfJtLe3V/sc1hZnzpzhysYDBgwwu98ckKor9/2/UqmdnZ1ebE9ISOD8squrK+7fv6+HleofYrGYx7xsbW1x/vx580zo4RMS9SCiS0QU/n/iJ/z//+6h7+9KryO9ED/+/v6cxNYVS5cuRZUqVeDi4gI7OzsUKVIEgwcPVklmAFKyd9y4cXB3d4e9vT1sbW1RqFAh9OvXT2V2q74IEEXCY+3atSAi9OvXT+c5tbE9MTERHh4eKFmyJBwdHeHo6Ijy5ctjzpw5Kqu8AMORP9q0qzCWQ7hz505Uq1YNjo6OcHZ2Rr169dQSkrqQP9u2bUNSUhLPrFWUhjSF3SkRIIpy3doG+WXJH1aNVq1aNY2OtWQokj9TpkwBEWHatGmmXprBoUj+VK5cGUT/teBKy5Alf1ivdScnJ7PcdOsbsuSPLr3WLRmy5I8uvdYtFbLkT0BAAPLkyQMi7XqtWypkyR9zqQxSB7aXsLGxkWsPYm74+fMnr2wqWLBgquWTP3/+zBOqf//9d7lqfXNDZGQkr6YvVKiQUgsqbbFhwwYQSRO4du7cqadVGgYxMTG8F3xqbY+IiOB7jvLly5uNCpU6xMbGctsLFy6M8uXL64380XRkcDoZvI6+oI8iLcAyeB22B3BxcYEgCHop0rIUToe1nqlTpw4A7dpVWDqns2TJEhARhg4dCkDzIi1j2W5IXoe1O9i0aZNWRVppARUqVACRVH1LmyItSwdrsUVEiIyM1KpIy9Lx/PlzEEmT7oD/irRevXpl4pUZHrt37wYRoX379rxIq0CBAqZellEwYcIEEElbM65atQpE6aNICwBPND18+DBatWoFovRRpAWAc1j6aFFpSBw5coS3tZo2bZrZclBisRgeHh48qUcxmVhbxMfH81aXBQoUgJ+fn55Wqn+IxWIMHjyY265OpUhTXL9+HZkyZQIRYfTo0Wb7mwNSP5AluqfWdrFYzJUgs2fPjhcvXuhxpfqHIAgYOXIkiKQqRf9PwDfPhJ6MkUH86AsHDhwAEaFNmzamXorBwSSJXVxcIJFIeAajqmqhtAbFvsOs17q+qrDNGYz8+euvv3TutW6p6NWrFyd/WOuHIUOGmHpZRsH/AzO4c+eOTr3WLRWy/dXDw8N16rVuqWDkT/HixXHlyhUeSE4P2LVrF09mYq2Xpk+fbuplGQUsmWnp0qU8KM/arqV1sASM69ev82ohxTYPaRXMXnMOZnh5eYGIYGVlhSNHjph6OSkiJiYGtWrVApFUTl5XOeHIyEj+DK5SpYrKVibmhpiYGB4cLFWqFL5//67TPMeOHYNIJOJ7L0tAdHQ0b1np7u6uNiCdHARB4HLPbm5u+PLliwFWqn9ER0ejZs2anPwydkJPxsjgdfQFVqSVL18+Uy/FKGBcxtu3b7FmzRoQpa5Iy1LAChYcHR0hFou1KtKydFy+fBlEhBo1amhVpJUWwPaTnp6e6apICwD69+/POVvWyi89FGkBvG0Erl27xtUk00ORVlJSEg+iBgYGgkjaTiM9FGm9evWKJzOx1kstWrQw9bKMApbM1K1bN672xtqupXWwYPTKlSu54t/du3dNvSyjgNmra8tUY+DSpUuws7MDEWHGjBmmXk6KEAQBAwYM4AVwuirqSCQSdOrUCUSEXLlyWUT8UBAEntDk4uKiczKKr68vV0gbNGiQWSfzMAiCwPdMLi4uOitPT58+HUTS9mWyrWfNGRKJBP369QMRMZ5YL5yOFWUgA2aKx48fExFR1apVTbwSwyNv3ryUN29eioyMpPfv36cr25mNT58+pc+fP9OXL18oS5YsVLx4cROvzPCQtf3ly5dERFS5cmVTLsloYHa+fPmS/P39iYioXLlyplyS0cDsfPPmDX38+JGIiEqUKGHKJRkF9vb2VKRIEQJAb9++paSkJMqaNStlzpzZ1EszOAoWLEhERN+/f6fo6GgiIsqZM6cpl2Q05MiRg4iIoqOjKTY2loiIsmTJYsolGQ3Mzl+/flF8fDwRETk6OppySUYDszM2NpYkEglZW1uTra2tiVdlHDg4OBAR8d/c3HDr1i0aO3YsERFt27aNOnbsaOIVpQwnJyc6c+YMVaxYkfz9/alv374sGK4Vxo4dSy9fviR3d3c6f/68RdyLmO0VKlSgN2/e0IgRI7Se49u3b+Tp6UkAaMGCBTR48GA6fPgwjRgxgurWrUtZsmQhkUhEvXr1Unl8UlISrV69mvr370+VKlUiOzs7EolEtHXrVrXf+fHjR1qwYAF16dKF3NzcyMrKikQiEb17907jdTs7O9PZs2epbNmy5OfnR5MnT9ba9u3bt9O5c+coW7ZsdOnSJcqTJ4/Bbb99+zZNnDiRqlevTjlz5iR7e3sqWrQoDRw4UGP7me3FixenuLg4re3OQAbMBemJ1yD6z85Hjx6lK9tz5MhBhQoVol+/ftGbN2/o6dOnRJQ+bK9SpQoRET1//pzevn1LcXFxVKhQIcqePbuJV2Z4ZHA66Y/TISIqWbIkEUn3et++fSOi//iOtAwbGxvKmzcvERGFhIQQEZGrqytZW1ubcllGgSyn8+vXLyLK4HTSA5id8fHx3HbGdaR1mDun8+XLF+ratSslJibSyJEjac6cOaZeUooQiUTk7e1NXbp0oaioKOrYsSPFxMRoPY+3tzcdOXKEXFxc6OLFixbx7BWJRLR582bq3LkzRUZG0p9//kmJiYlazSEWi6lfv34UHR1NnTt3pg0bNpBIJDJ7XofZ3r59e4qMjKT+/fuTRCLRyvZHjx7RokWLSCQS0bFjx6hatWoWwelYWVnRli1bqHnz5lrbnOy8epspAxnQM96+fUtERGXLljXxSowD5hC+ffuWPn/+TEREbm5uplySUZAjRw5ycXGhX79+UXBwMBER5cuXj6ys0v7tKX/+/EQkH+RPD8QPkdTxJSKKiYnhDmF6SOwg+s/OuLg4HqRJLw4hc4oiIyPl/p3WkSlTJiKS/83Za2kd7DeOi4vjznB6sZ3ZGR8fz3/39HbOs2vd3t7elMsxKmTPeXPDr1+/qH///gSApkyZQv369SMi0soZZrhz5w61bNmSXF1dydHRkSpUqECrVq1S66h++PCBBgwYQAULFiQ7OzvKkycP9ejRg/z8/DRae9asWens2bOULVs2On/+PO3YsUMr28+fP0/btm0jOzs7OnLkCE+qNDQRwLBr1y6qUaMGOTs7k4uLC9WvX59Onz6t0dqzZctGR48eJUdHR9q/fz8dP35cY7uJiIYNG0bh4eHUsGFDnhQzf/58WrduHT179ozvR9UhNjaWRo8eTTt37qTQ0FDKkydPit/56NEjmj59Oh05coQAkIuLi1ZrZsiWLRvt27ePbGxsaP369XT16lWNjw0JCeHJa2vXrqUiRYoQkeFt79SpE61YsYIyZcpEf/75J40YMYLy5ctH27Zto0qVKtHdu3c1Wr+rq6vW53kGMmBuyOB00genQ/SfnZ8/f6YfP34QEaV4j00LyJYtGzk6OlJCQgKFh4cTUfrjdGSD/BmcTtpHhn9PFBUVRUTpx7eX/c3TG5+VwenIX+vphdcxZ04HAA0ZMoR+/vxJzZo1Iy8vL60TOxiMzelYW1vT3r17qVKlShQYGEiTJk3SyvaAgACaMGECERFt2bKFKlasSESWwelYW1vTrl27yM3NjV6+fEnz5s3T0GopVqxYQQ8ePKACBQrQ1q1beTKpJfA6NjY2tH37dsqbNy/duXOHVq9erfGxCQkJ1K9fP5JIJDR69Ghq1KgREVkOp2NjY0Pbtm3Ta/KvzhFzkUgkiEQisUgkKinzb4kGQ6y31WcgTYM9NNOLQ+js7ExE8pvE9OYQprcgvyqnKD3anp4z/dPr784IkPRGAiQkJKQ7R5jZmZCQQElJSURE6UaphdmZmJjI1UREIpEpl2Q0KCbl6qKmYqkQBIGIyCyrNadNm0bv3r2jcuXK0axZs/jr2jjDREQnTpygevXq0Y0bN6hDhw40bNgwSkxMpDFjxlD37t2VPv/kyROqXLkybd++nUqWLEmjRo2i+vXr05EjR6hatWp07949jdafL18+WrNmDRERjRkzhlfHpoTIyEjy9PQkIqK5c+dSmTJl+HuGJgKIiMaPH0/9+vWjL1++kKenJ/Xq1YtevnxJbdq0oXXr1mk0R/HixWnx4sVERDRkyBD6/v27RscdOnSIDh06RM7OzrRt2zZ+bXp5eZG/vz9FRUXRxo0bk53D0dGRzp49S58/f6bQ0FDy8PBI8XurVatGN27coIiICHr//j0n23RBxYoVafr06URE5OHhoVElHwDy9PSkqKgoateuHfXs2ZO/Z2jb2bl58+ZNWrVqFS1fvpxu/4+9qw5rY/miF9fSUhfqLq/u7tSdPuou1Km7e/vq7a/tg7q7u7s7hRZaoFAXvGj2/P7Im2mWJJDABkLgfN987zXZncwhm92ZM/eee/s2LViwgCIiImjw4MGJ9sFQr149ypkzp8bHa4sMTScDukaGppP+NJ3fv3+nuw1fxj04OFj0b0NHhqaT4VyR3n7r8QN6zM3NU3M4KYYMTSd9azqCIPD/Ty+6jj5rOrt376YTJ06QnZ0dubm58e8mrWg65ubmtG3bNjI1NaUNGzbQlStXNDpPEAQaMGAARUREkJOTEzk5OfH30oqmY21tTVu3biUjIyNatGgRPXnyRKPzXr9+TTNnziQiIjc3N1FQTVrRdezt7Wnz5s1EJNcl37x5o9F5c+fOJQ8PDypevDjNnz+fv56WNJ28efNK6mSYHAuMG0R0k4h+K/xbk3YzGZ+ZgXSE9LowULRxTC/c42/yp5eNbkUBJDo6mojSD3e28I2Ojqa4OPmegD5OlHUBtiCMjY1NN4shBrbwZf+V0nJQn8F4Ghsb82ufCSGGDmYjam5uLhKC0gMYT0tLS1FmV3oA48k28KKiotLN/U5f56+3bt2i1atXk4mJCW3dulU039BmMRwaGkqDBg0iExMTunbtGrm7u9OyZcvo2bNnVKtWLTp06BDt27dPdM6AAQMoNDSUVqxYQZcvX6Zly5bRvn376Pr16xQdHU29e/fW+J7Yo0cPateuHYWGhtLgwYM1uq7GjRtHgYGBVL16dRo3bpzoPV0LAXfu3KF//vmHihYtSi9evKCVK1fS+vXr6fHjx5Q1a1YaP348+fn5JdoPkdxpp379+vT161caNWpUosd///6dhg0bRkREy5Yt4w41RESNGjWi4sWLayRIm5ubU8uWLXmZAU3g4ODAM+SkwNSpU3kmnyalt7Zs2ULnz5+nrFmz0saNG0U8dc190qRJlDdvXpWvW1lZ0atXrzQOyCIilX1JiAxNJwM6hb4+E3UFVdns6W2TnwVdmpmZpQvXZaI/3JnrcnrZ5Fel6ZiamqbmkFIMjGd61nQEQeAaHtv8NnQwnuxenx41HcVktfSADE1H/oxLb9z1df76+fNnrgOsXLmSHBwc+HtpSdOpUKECzZgxg/erScLOpk2b6OrVq5QjRw5av3696L20pOnUrVuXRo8eTTKZjPr27Zto6a24uDjq168fxcTE0IABA8jR0VH0flrSddq0aUO9e/emqKgo6t+/f6J7Qo8ePaIlS5aQkZERbd26VZQkkdY0HeZqKQWSvLoC0BBAIwCB8f6daJNs9BkwaKS3TX7FBWF6BRN80ssmv6LowcQQbWtoplWk501+xYA9fa/LKzXYoohNBNMLb1XfuT5at+oCigvh9MpdUQBJb9xtbGzIzMyMAKSL37sgCHop/vz+/Zv69+9PAGjSpElUtWpV0fvaLIYPHTpE379/J2dnZ1E/lpaWPGNGUUR5//49PXv2jHLmzEmjR48W9VWrVi1q3749eXt707lz5zTiYmRkRBs3btS49NaFCxfI3d2dLCwseCaYInQtBGzcuJGI5FlI9vb2/PVChQrR8OHDKTo6WuOySsbGxrRlyxZeeuv48eMJHj9u3DheakubDKLUwrZt28jIyIiXglOEmZkZ//7Wr1+foMVxWFgYD9xau3atxll3uoaRkRG//uKvbxPirssN8QxNJwO6RnrWdNLbJj+DYuJGevkbsOucrXUyNB3Dh+L6Pr1tdCtu8qfX9T3Ts9Ibb8XrPb1xT8+ajuL3HhERkZpDSjGwMpL6pOkoltpq0aIF9evXT/R+WtJ0iIimTJmicektf39/Xmprw4YNvHw6Q1rSdIiIFixYwEtvLViwIMFj169fz0tt/fPPPxp/RmoiIW1j1apVvPQW+7uqAgAaNmwYyWQycnV1pTp16uhwxJojqZqOlEgf6RIZSJNIb1HfbFFkbW2dbheEzDIuvfBWXBikt4WwKhEgPX7v6W1BGP+3HhERkS6EXsXFoI2NDRH9KTFo6GDOa9bW1vx7//btW2oOKVEIgkCrVq2ikiVLUqZMmahGjRp06dIllcd6eHiQhYWFUoYIkdwdg0h+vbOSKf7+/robuASQijvjmTNnTipYsCARkcaWqqkBqXh7e3sTAMqbN69eZSi7ubmRt7c3lS1bllv1JhXMErlFixZK79WvX5+sra3pzp07fP7+5csXIpKLHaoCE4oUKUJERJcvXxa9ntBiOE+ePLz01rRp0xLcOGMCycyZM6l06dKJ0ZMcCf29WrZsKTqGISHuRYsW5ZwSEn8+ffpEe/bsIRMTE5EVd1pGhQoVeKDOypUr1R63a9cuCgkJobp161K3bt1SaniJ4uDBgxQWFkY1a9akLFmypPZwMpCBFEF61XTS8/re1taWTE1NSRAEHuhi6GDfcXrTszKu9/TJXZWeld42+dmGbmhoaLrQszI0nQxNJy1oOkTScBcEgd6+fUtExHnrA+7cucNLbW3evDlZpd/0QdNRTNj53//+R+/fv1c73tWrV1NERAR16tSJunTpohlJCSG1pmNtbU1btmwhIrmuoc6hSCaTcd1jzZo1olJbaRX29va0evVqIpJzV+fw9/DhQ3r48CFlzZqV5s2bl5JDTBD6oOlIpuwZGRm9NzIyStD728jIaLiRkZH6X2cGMqCA9LbJr8rKML0tCFmWQ3pZDDKeVlZWZGtrS0R/6q4bOhhPa2tr/gBkE0R9hVSLoq9fvxKRfEHIssY1tWZMLUjBPS4ujj58+EBERMWKFaMsWbJQeHg4ffz4UefjTyqk+s49PT2JiKhw4cJ8Q/nFixd6Lf5Ixf358+dERFSmTBlea1fTOsGphXXr1pGrqysVLFiQBg8eTJ8/f6aWLVtyLgwymYz69+9PNWvW5GVtFMF4VqhQgSpXrkxERI8fP9Y9gWRACu4/f/4kf39/sra2ppIlS/KMH33mLtV3zjhWqVIlRcatCQDQhg0biIhozpw5yS7tyUS8EiVKKL1nampKhQsXpri4OC7IZM+enYjkgqCqex47zsvLS6tx9OjRg8qUKUNfvnyhY8eOqTzm1atXdOPGDbK1taWRI0dq1b8UiIiIoI8fP5Ktra3KDLDixYsTEXHBUFMMGTKE7O3tucihCv/++y/JZDLq2LEjFS5cWPvBpwI6duxInp6etGjRIrXHjBgxgkxMTOjo0aP06dMnpfcVr/cRI0YkS+iUEr6+vjRy5EgyNTVVmVmnCfeUQIamkwGpkaHppD9NJ71l8guCwDf5mZ1+etN0bGxs0rWmkytXLiJKH5oOkXxOQyTf5GdzTG3n8SkNKbiHhoZSYGAgmZubU5kyZShHjhwUFham19+7LjWdp0+f6nWptQxNRzpto3LlymlC0yGShru3tzeFhYVR3rx59cbplYj4Gnf48OGUP3/+ZPWlL5pOhQoVqFu3bgSANm3apPKY379/c/ebadOmadW/FNCVplOvXj2qV68ehYWF0a5du1Qec/bsWfL396fChQtT+/bttR98KiExbaNTp05UoEABevfuHV28eFHlMex6HzBggKjUVmpCXzQdKVP1ChFRlkSOyUJE+hPamAG9Bot4//z5cyqPJGFINUFmPLNkycIfEAlFp6Y2pOL969cvCg4OJisrKypdujSZmpqSn5+fXos/UnF//fo1Eckjmdkmf/xJpr5B6gVh2bJl090mP1sAVaxYMV0tCL28vCgyMpIKFSpE2bJl4xve+sxd6u+8atWq5ODgQDly5KBfv37ptfijiwAH9p0/efJEr8Wf//3vf9SoUSO6cOEC/fPPP3T9+nUSBEFpgblixQp6+fIlubm5KW0aR0dH04sXL8jIyIgqVaqUJq53Imm4K97jTExM0gR3KXgTiX/r+oKrV6/SmzdvKG/evNSuXbtk98fcxdRlB7HX2SZPiRIlqESJEvT161dau3at6Nj79+/zslFBQUGi9xJbDBsZGfF7Dlvsxwezie7duzdlypQpMWqSQ9u/FUNi3K2srHitd1U14mNjY2nz5s1ERCrvy/qKzJkzU6lSpRK0v3ZwcKD27dtTXFwcubm5Kb1/69YtevXqFeXKlYs6duyoy+FqjG/fvlHLli3p+/fvtHr1aqpdu7bSMZpwTyEUogxNJwMSIkPT0W9Nh0g67oxn7ty5qWjRokT0R+/QR0jF+927dxQbG0u5c+emMmXKkLm5Ob1//547WugjMjSdDE0nqdzj4uLo2bNnRCRf36enTf6nT58SEVH58uXJwsIiTaxxdaHp5M6dm/LmzUthYWHk4+OTIjySAqnW948ePSIisZ717NkzkslkuieRREjBXTFJq1SpUmnieieSVs/SJ03n27dvdPDgQTI2NqYhQ4Ykuz990XSI/ugV7u7uKhMA9u3bR8HBwVSjRg3+vE1J6ErTISKRnqUqUIrpXC4uLmnKcTkxbcPExIRfx6q0vJ8/f9K+ffvIyMhIkutdCuiVpgNAkkZEAhHNTOSYRUQUKdVnptdGRI8rV64MQ8eyZctARBg6dGhqDyVBrF69GkSEZs2aYezYscifPz9MTU3x7Nkz0XFxcXGoXr066tevD0EQRO9FR0fD3NwcRITg4GD07NkTRIQNGzakJBWtIAVvALh48SKICDVr1gQAVKhQAUSE27dvpwiPpEAq7uPHjwcRYdasWUrXgL5CKu5//fUXiAh37tzBixcvQEQoXLhwStFIEkqVKoVGjRrxf79//x7GxsZwcXERHbd06VJYWVnh7du3Sn18+vQJRIRMmTJBJpNh9+7dICK0b99e18NPFqTgvm3bNhAROnfuDACYOHEiiAjTp0/X7eCTASl4A0D37t1BRNi8eTMAoEWLFiAiHDx4UHeDTyak4C4IArJmzQoigp+fHwAgb968ICK8efMGAODr6wsiQp8+feDr64u///4b2bJlg4WFBapUqYKTJ0+K+gwODsbSpUvRqFEj5MuXD2ZmZsiePTvatm2Lu3fvquRCRGjQoAG+f/+OQYMGIXfu3DA3N0eZMmWwZcsWpeOtrKwwadIk0Ws5c+ZEq1at+L/fvn0LKysrLF++XOVnPnr0CESEkiVLAgC+f/8OIoK1tTXi4uIMmvvChQtBRBg1ahQA4MqVKyAiVKtWzaB5A0CDBg1ARDh16pTaY1IanTt3BhFhzpw5Gh1/9epVEBF69Oih8v3ixYuDiODt7a3y/Vq1aoGIRN/N1atXYWFhASJC06ZNMX78eDg7O8Pc3Bzly5cHEaFWrVpacwsJCYGtrS2ICK9evRK9Fxoayt97+fKlRv0lxj0+Zs2aBSLCv//+q/L9jx8/goiQL18+le/HxMSAiGBhYaHR5ynC29sbRARLS0v8/PlT9N6hQ4dARChVqpTKOVh8SM1bFdhvQ911ow0uXboEIkLevHkRExMjes/Z2VmruYWuuX/9+hVly5YFEWH16tUanRMflStXBhE9RsroDBmaTgq29KDrxJ8D6CukWuNWrVoVRISrV69i5cqVICIMGDAgpWgkCVJw//nzJ4gIVlZWiI2NRf/+/UFEWLNmTUpS0QpSfed79+4FEaFNmzYAxNeAvkIq7n379gURYe3atYiNjYWVlRWICD9+/EgpKlpDqvW94prWy8sLRAQHBwedjj25kIL7y5cvQUQoWLAgAODAgQMgIrRs2VKnY08upOD+zz//gIgwZMgQAMC0adNARJg8ebJuB58MSHW9N2/eHESEw4cPAwDatm0LIsKePXsAGO76PioqCmZmZjAyMkJoaCgAoGDBgqK1p6FyP3/+PIgIderU4eNm61a2/jJU7mPHjtVKP0kJMI2tXbt2Gh2fljQdQRDYehc7duxQ+9727ds16i8taTrR0dHImTMniAg3b94Uvefj4wMjIyNYWFjg+/fvGvWXlnSdL1++wMzMDMbGxny/gIHFBGg6t0hvmk5yBYgCCk0gohXxXmOtMBE1ICJvIvKQYuDpuaUH4QdIO+KPFBPkJ0+egIhQvHhxAMCqVav0XvyRamGwePFiEBFGjBgBAFz8SeoNMiUgFfdGjRqBiHDixAkAaUP8kYL779+/YWJiAmNjY0RERIjEH7YpZagLg5MnT/LPBaBS/DFU7iNHjgQRYdGiRQCA/fv3iyZohsobAEqUKAEiwuPHjwEoiz+Gyp3xypYtGxeB27Vrp1L8adiwIXLkyIEaNWpgzJgx6N27NywsLGBsbIwrV67wPu/evQszMzM0adIEgwcPxqRJk9CtWzfY2NjA1NQUZ8+eVcm9QoUKKFGiBMqVK4cRI0Zg4MCByJIlC4gI27ZtEx1fsmRJNG3alP/bz89PdJ8TBAH16tVDjRo1IJPJVHLftGkTiAjdu3fnr6kTfwyNOwsgYQvu+OKPofKWyWTIlCkTiAifP39WeUxKIzAwECYmJjA1NcXHjx81OiexxTCbqzx69Ejl+2yh+/r1a9Hrz58/h5OTE3LmzAkzMzMUKVIEc+fOxfHjx0GU9MBWFxcXEBGGDx8uen3Dhg0gItSvX1/jvqQWAsLDw0FEsLW1Vfk+C/TLmTOnxmNUhKOjI4gI//zzj+h1Nr/UdCM1LQk/gPz3WLJkSdHGAiAWhT58+KBRX7rk/unTJ5QuXRpGRkZYv369Rv2rgq4DejI0nQxdR5dQtQGkj5BijRs/QefmzZsgIlSsWFHn408OpODOkrTYRs769etBROjdu7duB58MSKXpKCZpAcCQIUNARAmuDVMbUnFXTNICgJo1a4KIcOHCBQCGu8b9/PkziP4kaSmuAb58+WLQ3OMnab17947PZdl631C5d+vWDUR/krSOHDnCA+MMmbcgCMiWLRuI/iRpzZkzB0SEcePGibgb2vo+fpIWAHTq1En0eYbKPX6SFgAUK1YMRISnT58aNHd9S9KKi4tDgQIFQEQ4d+6cRuekNU3Hzc0NRH+S/Rnu378PIkLWrFkRGRmpUV9pTdOZOnUqiAjdunUTvT5hwgSt59JpTddhz9WpU6fy12QyGYoUKQIiUnpuqkN603SSK0AIRCT7ryn+v7omENEYKQaenlt6EH6A9BX9+++//4KI4OzsDABK4o+h8gYAJycnEBG2bt0KQFn8MVTuMpkMdnZ2ICK+yRZf/DFU7nfv3gURoVy5cvw1Fv198eJFEXdDWxjMnj1btPBNSPwxNO61a9cWCXw+Pj4i8cdQeYeEhICIYG5ujujoaADqxR9D485cIpo3b85fY+LP2LFjRdyJCLNnzxadf+7cORCJo/KDg4NVZicEBAQgT548KFWqlEruRPIgWeaOAwAeHh4wMTFB6dKlRcezjOoWLVpg3LhxKFiwIExMTPDkyRMAwJo1a2Bubg4PDw+VvAFg0KBBICKsWLGCv8bEHzc3N4PlLpPJ4ODgACKxYwrLALp586ZB8gb+CH558+ZVe0xKY968eSAiODk5aXxOYovhHj16gOhPUJ4iYmNjYW1tDVNTU0RFRWn0eTNnzgQRYf78+RqPURHM5S9TpkwikadGjRogIuzdu1fjvnQhBOTLlw9EhE+fPim9d+fOHRAR6tatq/EYFcGEs7/++ou/9uPHDxDJnXs0dXxMa8IPAKxYsUK0dgKAPXv28N+xptAV94CAABQvXhxGRkbYtGmTxuNRhRQI6MnQdFKppRddh80B4m8AGdoaN36SVlhYGIyMjGBqasqfT4bKPX6S1r1790BEKFu2rEHzBoCGDRuC6E+S1ubNm0UbM4bKPX6SFgCMGDECRH8SeAx1jXvq1CnOi6F+/fogIpw+fdqgubMkrYULF/Jz7O3tQUQICAgwaO7xk7T8/f1B/200G7Ke5efnByJxkhb7DbBERUNd32/cuBFE4iStBQsWgOhPNQlD5c4S8RRdUZgT6qpVqwyWe3h4OGxsbECkP0laZ86cARGhaNGian+n8ZHWNJ2IiAhkzpwZRIQXL17w14cNGwYiwvjx4zXuK61pOv7+/jA2NoaZmRnCwsL464UKFQLRn6BpTZDWdJ3r16+L1k4A8ObNGxARcuXKJfrNJ4T0pukkV4DYRkRb//uvQERP//t3/OZGREuIqLkUg07vLb0IP4B68cfQJshDhw4F0Z9Ajvjij6HyBoDChQuLHtjqxB9D4/727VsQEXLnzs1fUyf+GBr3devWcVGLgYk/TBgwxIUBALRp00Zp0szEn6NHjxos99+/fytZcCuKPx4eHgbJG/jjylSlShX+WmBgIIjktvRBQUEGy71fv34gEpc+Ye57+fPnR1xcHOdesGBBlZP1AgUKIFu2bGo/QxFMYPT391fibm1tjZCQEKVz2O+PWSgD8qCUZcuWoVixYrCxsUHVqlV5Joyvry9sbW35QnXDhg0oWLAgjI2NUapUKRw7dgxRUVHInj07iAgPHjzg/TJBiC30DJH7hQsXRN8vw6RJk0BE6NWrl0HyBoDBgweDiDBy5EiNxp4SYPbohw4d0vicxBbD7u7uIFKdKXT58mUQae6KExUVhUKFCsHY2Bg+Pj4ajzE+ypQpAyLCvXv3AIhdElRdA+qgCyGgV69eICKVG2ozZswAEWHmzJkaj1ERkZGRMDU1hbGxMcLDwwH8sUevXbu2xv3oi/ATHBwMT09PlUJZfDx9+hREhGLFivHXkmKPrgvu/v7+KFKkCIyNjVV+76qQEPcUCOjJ0HRSqaUXXYdtAMUPaDa0NS5L0lLMsC1dujSICPfv3zdo7l26dAHRnyQtxWCP8PBwg+WtKkmLBXaVKFECgOF+56qStLZu3QoiQqdOnUTcDW2NGz9JCwBcXV1F615D5c5cHc6fP89fa9q0KYj+lEoxRO5Mv1FM0hIEAblz5waRfMPVEHkDf5JuFcf+/ft3mJqawsTEBAEBAQa7vmeupxs2bOD9Pnz4EEQEe3t7REREGCT3z58/8zUmC9QD/pTYK1OmjCiIzZC4s30ZbdbSusaUKVNARJgyZYrG56RFTYfpJoouKFWqVAER4dq1axr3k9Y0HQCoWLEiiP6U3WJJWtbW1oiNjdW4n7Sm68TExPAybiwZbffu3SDSvLwckP40HSnFiETrrWe0DOFHWzDxh0XBGeoEmT2gFEstMfHHkLPZP336BKI/tdYBufjDJo4fP340WO5sY5fVWgfk1oVE8swHxUAuQ+POSkQoLorYwuCvv/4y2IXB9+/fYW5uDiMjI9FY4tfCNUTuTNyLX0KRuZiMGjXKIHkDQOvWrUFEWLJkiejzmPC1atUqg+T+8+dPWFpagohENu0ymYxb9R4/fpxzV2fNWqdOHRgbG4teu3XrFpycnODg4MA37RVb/AwGIrnIrQosM0XT8ixNmzZFpUqVEBsbi6NHj4KI4OLigkuXLqFLly4wMTHhv+mKFSvyLDZAHqzLHLmeP39ukNyZ6BU/M+f9+/cwMjKCubk5Hj9+bHC8b926BWtraxARPD09NepX11Blj64JElsMh4SEIHv27DA3N8fDhw/565GRkdxtL74rTnh4uNK9LSYmhgf9xS+XBWgX3NG7d2+R+MOuMUV7dE2gCyHg9u3bIJJn1P369Yu/7uvri6xZs8LCwgK+vr6ic7ThzsSfW7duAfiTNZpYYNnRo0fRp08f9OnTh8/LihQpwl9T3KQCgEWLFvH3KlSowIVO9pqqvwF7r0+fPsiVKxeI5Jt87LX4deLZXEEx4FsdVIk/mtqj65o7y6arUqUKZs2apbLF/84T4q7rgB7FlqHpZOg6usCyZctARBg8eDAAw9V0WGCvoqNJz549QURYuXKlwXJXdGdUzKpm98szZ84YJG/gz8Zunjx5+GvR0dGiOaGhcmclIgYMGMBfYw68VlZW+PXrl0GucQVB4E4tx48f5/2ygGpDTlphemWmTJlELgKs1HSdOnV4X4bGnblPdO3aVfRZhp60IggCL72zf/9+0ed17doVRPJNbEPUNdjrNjY2Sq6n1apVA5F8c98QuQ8fPhxEhI4dO4rOjYmJ4UFs165dM0jurKzzrl27NOozJcCStBRLTSeGtKjprFmzBkSE/v37A5AHCpmZmcHIyCjVk7R0rekMGDAARH/cr7RJ0krrug67n7Lgdk2TtNKzppPqIkZGyxB+EgILeohv42hIE+TXr1/zz1RcFI0bNw5EhL59+xokbwCYP3++yslf586d+c3bELkLgsA3YHbu3Mn7FQQBlSpVApE8u8UQuTNnIktLS/z8+ZP3Gx0djZw5c4JIHMRmSAuDMWPGgIjQunVr0blfv36FmZkZjI2N4efnZ5DcmQjAsjYZWIZ95syZ4eHhYXC8T58+DSMjI1hYWCgJs6zsVokSJfD+/XuD486eYYrlthj++ecf/h673tVN9NkGLcORI0dgbGwMa2trtG/fHmPHjsWMGTMwa9YsfqxicCzjzuYR8dGnTx8QkdJEXBU2b94MU1NT7hpYu3ZtFCtWjAfthIeHw87OjrvzbN68WakP5kY2dOhQg+POgpXMzMxU2hOz4DYmfBoKbzs7O74Ibdy4caJ9phSYPXr27NlFgWWqoO1i+OjRozAxMYGNjQ0GDBiACRMmcPGrS5cuSp938uRJ5MqVCz169MDkyZMxbNgwvkBu3bq1ynro2ogAq1evFok/bGNB0R5dKu5JEUCYKOHg4IAxY8Zg2LBhPNhq7dq1yeIeX/xhpf3iZ+PHBxOu1LWCBQuKjme/NXVN1VgTOl7VnEAb3oBY/FEsYZqYPbquuSfGW9U9S18CejJahq6jC7Cgh/hJK4a0xv39+zeyZs0KIhJtjOzduxdEhp20cvbsWRARChQoIOKkmLRiiLyBP8/gMWPGiD7P0JNWoqKikCNHDhD9CShmYEkrK1euNEhdg7k35MuXT5Q1nx6SVpycnECkvGkbFhbGnaqePXtmkNzZvD2+S4ShJ61s2bIFRHJneeZMxHDt2jX+HiuRYkjre7a2HTJkiFIfigmLhqbp2NnZ8aDUixcvKvWhGNxmaNxZqa3s2bNrXGpK19AmSSutazosaIbd41hJe02StNK6prNhwwYQEXr27AngzxxaE/fvtK7rsKo1y5YtE40vsSSt9KzppLqIkdEyhJ+EEBISAltbWxARXr16ZZALg+7du4PoT8Yag7e3N4jkgQ/MtteQeD9+/Bj58+cHkdiuFfhj75c3b14eAGJI3Hfs2MEnifEnPG5ubiAi1KxZ0yCvd2ZT2K9fP6Xzp02bBiK5TbmhLQzs7Oz4vYzVVVcEuw9MnTrV4LizRZG9vT1+//6t1AeL/l+0aJFB8bazs+OBTL169VLqIzY2ltfh3bVrl8FxZxurTPBWhKJ7DyvBpSn3smXLwtLSEq9fv1Y6lmVG64J7YGAgMmfOLCofZm9vDycnJ9Fx7Du3s7PjJXAUwQLXbGxs8OLFC4PinjdvXhARnJ2dVfZz+vRpEBHP4jYU3tWqVePXszalrXSNw4cPg4jg6OiY6LHaLoYB+XyjZcuWyJIlCywtLVGuXDmsWLFC5WbVmzdv0KlTJz43yZw5M+rXr4+tW7eqLeWgjQhw69YtEBHKly8P4M918c8//0jOPSkCCABs27YNVatWhbW1NWxtbVG/fn2cPHky2dyZ+MOeMwULFgQR4eXLl4mem9ahKP6wjYR8+fKl9rAkR0ZAj+G29KLrCILArmNR0oohrXHnzZsHInkWp+IGSHpIWmHPRVY6m0ExaeXmzZsGx/vmzZu8pLSXl5fofJa0YmdnZ5BJK2zdXr58eaUNP1VJK4a0xi1QoACICHPnzlXqgyWtODo6GpymY2dnB1NTUxCRSucmFmw2ZMgQg+POfueszFB8GHLSCltXzJgxQ6kPQRB42eO1a9ca1Pq+SpUqMDY2BpE8SC0+FIN4jx07ZlDcWWBiiRIlVK7TAwICYGJiAlNTU9y/f9+guLPgjMmTJyfYX0qCJWlly5Yt0SSttK7pREREwNjYGCYmJvj9+7dWSVppXdNhvyXmqMiMDhJL0jIEsJLFzs7OWiVppTXoRUAPEW0hInciyqXwb02auxQDT8+N0onww+Di4gIieRaAoS0M7OzsYGZmBiLixymCRZUyO1tD4t2wYUMQEYoVK6b04BcEgUcF/+9//zM47oULF+YLvviIiIhA5syZQUQ4efKkwXFngpRi5iKDv78/jI2NYWZmhgcPHhjUwoDZMhcuXFjlxJhtRubMmRNeXl4GxZ25lcSPiGfYuXMnn7gaEu8qVarAxMQERIS7d++q7Gvu3Llc9DMk7uz+HT9TVxHMlpVltmrK3cLCAqrmQDKZjAtKuuDeunVrlC1bVpSZZm9vr1TXlwk7o0aNUtsXe/6xRachcI+KiuIi740bN1T2ExcXx59/hsIbAOeUN29exMTEJNhnSoLVWp86dWpqD0XnCA8PF4k/Sam1nlbBxJ8yZcrwWuuKpWwNGSwI3tnZGXv27AGRdrXW0wp0GdCToelk6DopBVVJK4a0xmXrHXd3d6U+DDlphYnu5ubm+Pr1q1IfLGll2LBhBsXbzs4OVatWBRGhadOmKvthSSssy9qQuDN3no0bNyr1kZykFX1f47IsflNTU5UlNBSTVljJD0PhzgI7GjZsqLIf5jxvY2PDS3MZCnd2n1u3bp3Kfgw1aYW5ypuYmCAgIEBlX+vWrQMRoUaNGga1vmf3MFZGThXGjx8PIuIb74bCnSWislKhqsAcYVlpLkPgHhgYCCMjI42flymFQ4cOgUi187khgiVI3rt3T6skrbSOyMhImJqawsjICGFhYdz5KD0kabEg+OLFi/Mkrbx586b2sCSHlJqOKSUdfUkuyC8hoq///VsTgIgGJONzM5DO4OLiQv/73/9ox44dNHToUK3OnTFjBpmbm9OjR4+odOnSoveGDBlC169fl3KoHB8/fqQJEybQ5MmTqWLFikRE5OnpSU2bNiUjIyMiIrKxsaGsWbOSn58f1a5dmx+niOHDh9P58+dp165dWn2+vvMuWbIkPX78mIiIhg0bRsbGxqJ+jIyMaNiwYTR69GjauXOnVmPQd+5FixalZ8+ekZGRkcrr2dramvr160erVq0yuO89W7Zs5OvrS9WqVaOqVasq9VOgQAFq27YtHT9+nA4cOKDVGHx8fKhs2bJKvAVBoFu3biWNmAYYMmQIOTg40IwZM0SvR0dHi/79+fNnIiIaOnQomZiYKPVTu3ZtKl++PL148YLOnj2r1Rj0mfuPHz/o58+fRERq799dunQhV1dX8vT01Orz9Zk3EdGXL19IJpNRpUqVqEaNGir7GjhwIM2dO5cuXryo1Rj0mTsACgwM5Merut6J5Pf+rVu30p49e7QaQ6FChcjb25s+ffpEefPm5Z85Z84cev36tVZ9aYqdO3fSuXPn6M6dO2Rubs5fL1OmDN24cYNCQkIoc+bMdOHCBfr16xcRyecu6jB8+HC6du0arV69Wqtx6DP3cePGUVxcHGXJkoXq1q2rsi8TExMaPXo0jRkzhoiIYmJiNBqDPvN+9eoV+fr6EhHRyJEjyczMTCfjSQqeP39ORESVK1dO5ZHoHmxu6enpSa9fv+bPkwoVKqTyyHSP8uXLExGRl5cXvXv3joiISpQoQaamyVnmpw2wZ+D79+/p69evRCS/X2RAK/SlDE0nAymAbt260bhx4+jevXv06tUrrc7V9zWug4MDvX79mrJkyULOzs5K/QwePJgWLVpEhw4dIldXV63GoO/cbW1tKSwsjJycnChnzpxK/QwbNoz27NlD+/fv1+rz9Z13yZIl6cWLF0Qkn9erwrBhw+ju3bsGp2flz5+fPDw8KFOmTNSjRw+lfkxNTWnIkCE0c+ZMrbnr8xqX6I+m06lTJ8qTJ49SP1mzZqVu3brR1q1bDYq7IAj05csXIpJf16pQunRpatSoEV29elXr37s+c3/69CmFhYWRsbEx9erVS2U/jo6OVLhwYb4m1BT6zJuIuKbTrl07cnBwUNlXr169aNKkSXT//n2txqDP6/sXL17Qx48fiUj99U4k1zdXrFhBR44c0Woc+sx948aNFB4eTqamptSnTx+1/Y0ZM4aOHDlCmzdv1moc+srdzs6OevXqRQCoQIECerWeTE+aDpGcp4eHBz1//jxdaTqWlpZUsmRJ8vDwIC8vL/Lz8yMiolKlSqXuwFIAqjSdwoULp+aQ9B7GiR+iFoWJqAgRvVf4tyatSDI+MwPpEH/99RfVq1ePwsLC6NixY1qd6+PjQ2XKlNHLCTKARBdFrVq1ogIFCtCHDx+0+nx95k1EFBISQmFhYWRlZUV9+/ZV2Vfv3r3J2tqa7ty5o9UY9J37x48fCQC1bt1a7SSRBT4Y0vUeHR1Nnz59IqKEF0XsvX///VerMSguDBhSamGwZcsWtQsDIqK9e/dyEaBfv34q+zIyMqIRI0YQEdGSJUu0Goc+cx88eDABoLx581KxYsVU9mVpacm5ExHJZDKNxqDPvO/fv89FgLFjx3IRND7y5MlDAwcOJEEQiIj4fxODPnNfsGABRUREkIWFBQ0ePFhtf1WrViUnJyeKjIzk49cErq6uFBYWRpUqVeKBn9WqVaNly5ZR27Ztk8FQNb5+/UpjxowhV1dXql69uui9iRMnUnBwMNWpU4fGjBnDP799+/YJLrw6d+5MTZs2peDgYK3Goq/ce/ToQevXryciopUrV6q93onkmx4sAOHRo0cajUNfeY8dO5Zq165NRETFixensWPHSj6W5ID9JlVtsBkiGM/g4GD6/fs3ERHZ2dml5pBSBJaWlmRhYUGCIFBoaCgREdna2qbyqFIG1tbWREQUFRXFnyVWVlapOaS0iAxNJwMpApa0QkRJ2ujW1zUu0Z9N/n79+vH7kiJY0kpsbCzt3btXqzHoM/fIyEj69u0bEalf37OkFZbgoSn0mTcR0ffv3yk6OpocHByoTZs2Kvvq0qULZc+ePUlJK/rMnW3y9+nTR+18Y9CgQWRqakrnz5/Xagz6vMa9c+cOv94TS9wgItqxY4dW49Bn7nPmzKHo6GiysrKiDh06qO2PrYVWrlyp1Tj0lXtsbCwP4ilZsqTadYWJiQlNnTqV/5vNSRODvvImIjp8+DD9+PGDiIgmT56stj87OzvRPUPThB19Xt/XqVOHiOSbzE5OTmr7LFq0KE2YMIHrWJrqmPrK3cXFhd+/xo8fT/b29mr7rFevHg0aNIhiY2OJSHMdU1+5t2zZkq5evUpERO7u7pKPIzlIr5pOSEgIRUREEBFR5syZU3NIKQbGk+nEFhYW6SJJy9zcnIyNjUkmk1F4eDgRZWg6iSHJAT0A/P9rcfH+nWiTbvgZSC9gAsHatWu1Ok+fJ8irVq2iqKgosrCwoC5duqjsy8TERJTxYwgb3T4+PuTt7U1ERD169FA7ScySJQsNGjSI/9sQNrrPnz/PRYCENv5KlixJzs7OXDzRdKNbn7m7urpSdHQ0ZcqUif7++2+1/TVr1oyaN2/Oz9MU+rowGDlyJPXu3ZuI5MEtOXLkUNtn//79qUaNGjzQT1PoK/cOHTrQ0aNHiYho48aNCfY5efJkHvDz9OlTjcahr7xdXV2pUaNGRERUq1YtlZmLiliyZAnPTtE0Y1lfuQ8cOJBmzpxJRPLAnuzZsyfY77p16/gz4O3btxqNZciQIbR161bKkycPbd++nXbv3k358+en+/fv6yRrZfjw4ZQtWzaaO3eu0nvt2rWjTZs2UWRkJK1bt45iYmIoa9astG3btgT7NDIyIjc3N77po2k2nz5y//37N9+catu2rdogXQZTU1Navnw5ERF5e3trJPTrI+/IyEhau3YtD9bcv3+/6BmoD4iKiiKi9LMYZjxZUIuFhYWSA6ShgnFncydLS8vUHE6KgfGOiori13t64S4VMjSdDKQk2CZ4crLZGfRljXv69GkKCgoiIvVupERyFz+ixNdE8aHP3EeNGkUymYzs7e2pVq1aKvsyMjKi8ePH838bwkb38+fPeeb0mDFj1G62WFpa0qRJk/i/k+JMyaAv3Dds2EAhISFkYmKSoJ6VO3dumjBhAv93Wt/odnV1paZNmxIRUf369alBgwZq+6xSpQoNGTKE4uLiiCjtb3T379+f5s2bR0REixYtStCNtE2bNtS1a1eDSdhp2LAheXh4EBHRli1bEuxzwIABPBDk3r17GnHXV96jRo3ibnP9+vVTOjY+xo0bxx00NE3Y0ef1fXh4OJmYmND+/fsTdd+dPXs2FS1alIg01zH1lfvmzZtJEAQqW7YsLViwINF+ly9fzp3K2O8kMegj9/DwcK5JjRo1it/r9QXpVdNRXN+nN+5szpVeeBsZGSlpeRmaTiKQom5XRsuota5rxMXFoWbNmiC5vbfG9Tk3btwIIkLOnDnh4uKCUaNGoUqVKrCyskLbtm0lr8/55csXZM2aFePHj1d67/jx4yAilC1bFoMHD4axsTGICHPmzEmQe1RUFIoVKwYiQpkyZdI0b1dXV2TNmhVEhCxZsuDbt28Jcg8NDeW1aytVqpSmuY8ePRrm5uYgInTq1ClB3gDw7ds3/reqUaNGmubevXt3/tvdvn17otz9/f1hY2MDIkL9+vU14g4AW7duRYUKFWBtbY1s2bKhQ4cOePHiBWbNmiU5986dO6N48eL4/fu3yvc3bdqEIkWK8N95oUKFRPV61eH169f8OmnatKnKY9ICd1bvlYjQr1+/BDkzHD16lJ9z584dpffTAu8iRYrAxMQERAQrKyv4+/snyhsAduzYASKCkZGRyhq5aYU7qzldu3btRDkzHDhwAEQEW1tbvapVrQ1ev34NCwsLEBHOnDmj8Xnsnp0tWzZ8/fpVhyPUHaZPnw4iQrFixRAREaHxeYsWLQIRwcHBAcHBwTocoW4QHh6OokWLgogwc+bM1B6OSrD64y9evEjtoaQIOnToACLCzp07+T0lvSBHjhwgIuzevRtEhObNm6f2kFIEb9++BRGhaNGi/Nk3a9as1B6W5JCy3npG06+WHnUdFxcXPt/v1auXymPSyhpXcX3/999/J8rd2dmZc+/du3ea5v73339zLrt3706QtyAIqFevHogI+fPnhyAIaZa3q6srbG1tuTYXGxubIPe4uDhUrFiRz5VVIa1wHzp0KNc2pkyZkiBvQKxjli1bViPugH6ucdn63sbGBh8/fkyQNwCEhIQgb968WumYgH5yZ+t7dbpcfCjqmDVr1lR5TFrg7uDgwO9xc+fOTZAzw82bN/k5e/fuVXo/LfBW1DDz5cuHyMjIRHkDgIeHB38enj17VqNz9A2hoaEoWLAgiAjz58/X+Lz79+/D2NgYxsbGuHv3rg5HqDswLdba2ho+Pj4an3f+/HkQEczNzfHq1SsdjlA3EAQBrVu3BhGhdevWKucnqY3evXuDiLB169bUHkqKYN68eSAiTJ06lc8h3rx5k9rDShG0bNlSpOlkzZo1tYeUYsiUKRN/drLfo6FBSk1HSjGiEhENI6LMCq/ZENF2Igomok9ENFqqz0vPLT0KPwDg6enJJ4hNmjRReUxamSCzRVHlypU1mjAcO3aMLwxu3bqVZnmbmZlx7gcOHEiUNwDs2rWLb3Q/f/5c6f20wp2JANmyZdN483LDhg0gIpiamuL9+/dK76cF7oULF+bfebt27RLlzLB582Y+gfn8+bPG5+kTrl69yr+/p0+fanzekiVL+AI6LW50A38WHXXq1EFcXJzG502ePBlEhJIlS6q9rvQZnz9/5gLWv//+q9W5gwcPBhGhSpUqiYrD+ggmPmfPnl3r4BQnJycQERo3bqzV9aIPiImJQY0aNUBE6N+/v1bnCoKApk2b8vujTCbT0Sh1gzt37sDExARGRka4ceOGVufGxsaiWrVqICJ07do1TXEXBAF9+/YFEaF8+fIaBWumBtgG0uPHj1N7KCkCJsYdPnwYRAQzM7PUHlKKwc7ODkSEkydParXpktbx4sULvlHIggQnTpyY2sOSHCkZ0JOh6WToOrqGYsJOxYoVVR6TFta4iuv7nDlzIiwsLEHeAPD9+3dky5YNRJon7AD6x71w4cJcm9IkUQkAbt26lWAAUFrgXaRIEZiamvL1vaabl5cuXeLcT58+rfR+WuHONvnLlSun8bz9wYMHfK1w+/Ztjc7RNwQGBiJz5swg0iw5jeHixYt8PqoqYSctYM2aNSAi5MqVCz9+/ND4vIMHD/IAqLSYsBMTE8PmXhg6dKhW527atInrvl++fNHRCHWHu3fv8uCUe/fuaXXu4sWLQSRP2AkKCtLNAHWIIUOGJFmPmzRpEtcxQ0JCdDRC3eDTp0/IlSsXiAhr1qzR+vxBgwaBiFChQoU0x53d4zJnzozAwMDUHo5KDBgwAESEzZs3p/ZQUgQzZ84EkTxJJ70lqDVu3BhEhBMnTvAAu/QCMzMzEBFOnTqV4L5/Woa+BvTsI6KP8V5bQ0QCEYUSUTQRyYiouVSfmV5behR+GJYtWwYiQt68edPkBBH4E6BiZ2eHgIAAjc+bMmUKiCjBxbY+QyaT8YeTk5OTVucOHTqUB0DFxMToaIS6g2K2wrlz57Q6l2W/NWzYME1teDJMnTqVX7fauDcIgoDmzZuDiNC+fXu9jJRPCKGhoVzs1DZbPC4ujgcI9OjRI81xP3ToEIgIlpaWWkfSR0VFoUyZMiAiDBgwIE1xj46ORrNmzUAkd0fQduwhISEoUKAAiAiDBw9OU9xv3rwJKysrrYI1FfH161dkz56di2ZphbtMJkPPnj15AF5S5iV+fn48G8HFxSXNcH/58iUPXhszZkyS+vDw8OBZzsOGDUsT3AVBwNixY0Ekd+HSJlgzpVGrVi0QUZrdQNEWbI554cIFHkic1gIEkwo2x7x+/TqICNWqVUvtIaUIHjx4ACJC1apVsWrVKhARRowYkdrDkhwpHNCToelk6Do6x+XLl/lGt6qEnbSA58+fc/H5ypUrGp/Hgk5tbGzw7t07HY5Qdxg/fjyI5A41mro3AMC///6bphN2FNdqCxcu1OrcpUuXJmu9kNpg1621tbXW1y3TMUuUKIHw8HAdjVA3kMlkPGO+TZs2Wq9VWIBApUqV0hz3V69ewdraGkSEY8eOaX1+165dQUSoVauWVjpgakNxrVewYEGEhoZqfT5L2Klbt26a4v7hwwd+j0tKgHxsbCyqV68OIkK9evXSFPcVK1bweUlSggciIyO5jlm/fv00s2fz8+dPlCtXjo87KXsOISEh3Lm4QYMGaYY7c/UlIuzatSu1h6MWI0aMABFh9erVqT2UFMHEiRNBRFi8eDGqVq0KIsKDBw9Se1gpAqbfXbt2DUQEY2PjNKGRJhdxcXEgIp4oyuYOhgZ9DejxIaLdCv82I6IQIrpHRJZElJeIvhLRKak+M7229Cr8AOLSW717905zN7bAwEDY29uDiODu7q7VuYob3Wlp04+BTZCzZ8+eaKmt+FC0vhw9enSa4h4cHIwKFSqAiDBw4ECtz//27RsvpTBu3Lg0xf3gwYMwNjaGkZGRSmepxODv7883usePH59muEdGRqJRo0Y8SyEp7g2vX7+GpaUliAgTJkxIM9yvXLnCSw+tWLEiSX08fPiQc580aZLEI9QN4uLiuMtM9uzZNS61FR83b95Mc9yfPHnC3SEGDRqU5H6uXr3Kr53Jkyfr/TUvCAKGDx/ON2W0zWBThOLvZtKkSXrP3cfHB3ny5AERoW3btskKtFXkru/3OkEQeMaQmZmZ3tuJswAXfR+nVGCOT7du3eL3pLRayk4bhIaG8mvS29sbRITcuXOn9rAShEwmw8qVK1GiRAnY2tqievXquHjxospjX716BXNzc6xbt07pvSNHjoCI4OjoyIOJHR0ddT38ZCEp3PPnz5+SAT0Zmk6GrpMiYKW3KlWqhKioqNQejlaIiopCpUqVeECytmClt+rVq5fmuF+5coW7N9y/f1+rcxUTdpo0aZKmuCuu9apWraq1e4Niwk7z5s3TFPdnz55xh5q1a9dqfb6ijpmWuAuCgJEjR4KIkCVLFo1KbcVHaGgoL0XeokULvXX1jI/379/zkmE9evRIUh/fvn3jZatatmyZZrgvXLgQ9J8LlzbBmooICAjgTnRphfvXr19RsmRJvpGqTbCmInx9fTn3Vq1apQnu7u7uPLBj27ZtSe7H19eX/25at26t9/e6kJAQ/lwqXbo0vn//nuS+FO8ZLVu21PugnkOHDnGXxSVLlqT2cBLEhAkTQESYN29eag8lRcDWB6tXr+b7KmfOnEntYaUIihcvDiLC8+fPkSVLFhBRkuYeKQWpNB1/f3++l+Lr68v/X5+14dTWdKQUI0KJaLHCv2v9l8nVT+G1zUT0QarPTK8tPQs/AODl5cU3PDWtZasPUIx8dnR0TNKN6cGDBzwTLC09zHft2sWzpQ8ePJikPq5du5bmuEdERKBu3bqg/xxqklo+6fz589zeWZtavqmJc+fOSfJ9nTlzJk1xj4mJQbt27fiGmjb1h+Pj9OnTnHtauObv3r0rmdvGqVOnOPfZs2fr9UQuLi6Ol9+xs7NLdnmbkydPcu7Tpk3Ta+6PHz/mzjpdunRJthuGInd9Du6QyWR8oWlhYYHLly8nu8/jx49zUWHUqFF668j28uVL5M6dG0Ry5zgpxJrjx4/z733o0KF6yV0mk2HMmDE8UyYpTlQpDXaNLl26NLWHkiCkEALi4uJ4FvH379/53EtbV8SUhFQCCHPlqVKlCmQyGQ9m0mfxZ/Xq1SAiNGvWDGPHjkX+/PlhamqKZ8+eiY6Li4tD9erVUb9+fZXPg2nTpoGIMGXKlDQj/iSF+3+BAykV0JOh6WToOikCxY3ujh07pplys7GxsejYsSOICIUKFdKo1FZ8fP/+nc+lOnfunGa4P3z4kCfbTJkyJUl9fPjwATlz5kxT3AVB4KWRM2XKBA8PjyT14+3tzRO1pFg3pQTevn3Lv69OnToleY7+5s0bzj2tfO8siN/c3Fzt/EwTeHp6ir53fXccDwwMRJEiRUASuG14enpyraBz5856H9zB3B6NjIywd+/eZPX1+vVrzr1du3ZJDpBJCXz+/Bl//fUXiOTlpH/9+pWs/l6/fs3LS7Zq1UqvnXo2btzI9yqkcEDx8PDg3Js1a6a3zlzfv39HlSpV+FxGinJTitwbNmyotbtVSmHr1q28hGRS5zIpCTc3NxDJy9TrM6TSNurUqcN1nNGjR4OIsGDBAl0PP1mQgntoaCiMjIxgZmaGqKgoHsx04sSJlKCQJEil6bAkLVbpgDnB+/n5pRQVrZHamo6UYkQIES1X+PcEktsxF1F4bQERRUr1mem1pWfhh4E5fxARVq1aldrDSRShoaGSRT4fOHCAc1+5cqV0g9QRjh49KlnksyL35cuXSzRC3SA8PJyX33FwcEj2g2j//v18oaGtxXNK4+zZs7z8jqura7I3Vvbt28e5z5o1S283aiIjI9G2bVsQEezt7SWp86rIfcqUKXrL/fLly7CxseFZXFJsyO/du5f/3seOHauX3KOiotClSxcQycvv3LhxQ5J+9+7dy++bI0aM0MsAhxs3bvCN4xYtWkiWgXTgwAEe3DFo0CC9E3yjo6PRvXt3Hsxz8uRJyfo+fPgwL53Tq1cvvRO/rl+/zl0GGzVqJKlIc/LkSR6s3alTJ/z48UOyvpOLoKAgdOvWDfSfC8qhQ4dSe0gagWUb/v3336k9lAQhhRDw6tUrEBEKFCgAAFz80edAYKkEEOaAOXjwYABAw4YN9V78KVWqFBo1asT//f79exgbG8PFxUV03NKlS2FlZYW3b9+q7MfR0RFEhEOHDonEn6S65KUEksI9hUtuZWg6GbpOikExA7VPnz56Od9VhEwmQ58+fUD/OXYkp1yYoutJnz599D644+XLl3yjztnZOVnjffr0Kefes2dPvZvrK0IQBD6nsLS0xPXr15PV35MnTzh3Z2dnvQ7u8PT05A4rzZo1S/ZaT9HVtVOnTnrrXiEIAi8TZmxsjMOHDye7T0Xu+hzc4e3tzQMtq1atipCQkGT3+fjxY5FmoG/rW0D+nc+ZMwf0n0vLxo0bJen30aNH/BnXuHFjvQxw8PX1RbFixUBEKFmypGTlEB8/fsyfGfXq1dO7UoOCIGDRokX8O1+8eLFkfT979owHQtaqVUvvSkz6+PigdOnSICIULVoU79+/l6zvV69ecSfnypUr482bN5L1nVzExMRg9uzZ/DvX570FRTx79ox/V/oMKbSN+ElaO3bs4IH/+gwpuLMkLbYuZOVtZ82alVI0tIZUms7UqVNFAXZsL1WK+ZeukNqajpRixEsiuqXw71tE5B/vmK1E9Emqz0yvLb0LPwyKtoj6nH388+dPXkdWqshnFqFL/zl36OskZOfOnXxTWqrIZ0XuM2bM0EvuQUFBPKo4R44c8PT0lKRfd3d3HtwxceJEveR+4MAB7swzaNAgycaoGEU/evRovRM9g4ODeQS1vb291hbkCWHXrl38dzR48GC9E4D27t3LS+b07NlTUmFS8XpydnZOdraQlAgICODfuZ2dHW7evClp/0ePHuXBHS1atEBAQICk/ScVcXFxWLFiBQ++cHJyUpttFxsbC19fX3h4eODRo0e4d+8enj17Bi8vrwRL4Zw+fZr3X61atSRnwkqNp0+f8hKKtra2am24f/78iQsXLmDLli1Yv349/vnnHyxfvhzr1q2Du7s7Tp06hU+fPqk898KFC3wRW7x48SSVK5QaERERGDNmDH/+tG/fXuk+JJPJ4OXlhd27d2PcuHHo06cP/v77b7Rv3x4dO3ZEt27d0L9/f8ydOxenT5/Gly9flD7n6tWrPPM7V65cOHbsWEpRVIszZ85w23Bra2ucP39e9H5YWBhu3ryJlStXomfPnihfvjwKFSqEXLlyIUuWLMiRIwcKFCiAUqVKoWPHjpg/fz7Onj2rdenRpICJP8WKFdP5ZyUHUggB27dv5xtEANKE+COVAMICDDdt2gQAGDdunEj8Yc41ffr0ga+vL/7++29ky5YNFhYWqFKlilJQYnBwMJYuXYpGjRohX758MDMzQ/bs2dG2bVvcvXtX5Rjovyzu79+/Y9CgQcidOzfMzc1RpkwZbNmyRel4KysrpbKSOXPmRKtWrfi/3759CysrK7UB/IIg8MxnX19fAOClXI4cOWJQ3FM4oCdD08nQdVIUd+7c4fMeqdcRUiImJgY9evQAkbzUqrp7gja4ffs25961a1e9da+4d+8eD+hu3bq1JN/R7du3eTJIhw4d9DK4Iy4uDv379+cB3adOnZKk31u3bvH5buvWrfWyNImiC2vdunWT5ESlCrdv3+YBTc2aNdO7AIfY2FgMGzYMRAQTExPs2rVLsr7v37/PA48bNWqkd2Vh79+/z53DatSogZ8/f0rWt+L1VKNGjWS5WEuNsLAwDBw4kAdwubu7S9r/8+fPkStXLhARcCi2xwABAABJREFUypUrh0ePHknaf3Jw7NgxPrZKlSqpvSYFQUBAQAA8PT3x5MkT3Lt3D0+ePIGnpycCAgLUar4eHh58HZ0/f36ldXRq4ePHj2jdujWI5G5MGzZsUHlcREQEbt++jW3btuF///sfVq5ciWXLlmHt2rX4999/cejQIfj4+Kjk/+bNGxQoUIDrw7t27Up1/V4mk2HNmjV83lGuXDklTUoQBHz48AFHjx7F9OnT0a9fPzg7O6NDhw5o3749nJ2d0bdvX0yePBkHDx7E+/fvlXi9e/eOu3xZWlpixYoVqa7fv3jxgq2nQCqS46Ojo/H48WNs3rwZgwcPRrVq1VC4cGHkyZMHWbJkQbZs2eDg4IDixYujefPmmDp1Kg4fPgw/Pz+df68xMTFcb9e3wDhFSKFteHh4gIhQsGBB0b9Z0pa+Qgru//zzD99HA+T7LESENm3aADAcXUMVFJO0APCg6qlTpxoUd30N6JlBcjvmQ0S0i+SZXP/EO+YhEd2U6jPTa8sQfv5gw4YN/IE8efJkvcvqCggIQNmyZXkwz7t37yTre/PmzXxzbeTIkXolgshkMixdupR/N1I7i2zfvp0HOPTp0yfJpax0gRcvXnC70vz588PLyyvRcwRBQExMjEZ/o71793L3ijZt2uhNSYXfv39j/Pjx/JpMyFElNDQUL168wIMHD3D9+nVcuXIFd+7cwdOnT+Hv76/2vEOHDvHgjlq1amn0t00JnD9/ntXCRJ48efDy5UulYwRBgK+vLw4dOoS1a9di2bJlmDt3LubNm8cXhUeOHFHL/8SJE3wSX6pUKdy7dy8lqCWIb9++oWvXrvx3Pnz4cKV7cGRkJO7fv4/169dj0KBB6Ny5M1q3bo0mTZrA0dGRLwqnTZuGo0eP4sOHD0r8FR2f8ubNK5mYmlQIggB3d3eeaZYjRw48efJEdMynT59w8uRJzJ49G23btkXhwoWRPXt22NrawszMDDY2NsiePTsKFiyIVq1aYcaMGTh+/DgCAwNF/C9dusQF9MyZM2PLli2pKgS8efOGBysSEVxcXPjiPDY2Fs+fP8eWLVswbNgw1KhRgwflqGt58uRBmzZtMGvWLJw4cUJ0P7t58yb/XZmbm2PRokWplsEbHR2NmTNn8ntvkSJF8PDhQwDye9+FCxewaNEidOnSBYULF06Qs2LLmzcv2rZti9mzZ+PkyZP8WfbkyRM+dzAyMoKrq2uqZTPevHmT13I2MTHBtGnTEBMTg7i4OJw5cwZjx45F/fr1+caENi1fvnxo37495s6dy4O2vL29Ua9ePX5Mjx49JBWUNUVQUBDfxCEi1KxZkwfnPnjwAIMGDULp0qX5My8pLX/+/OjSpQtOnDihE5FLlfhjKIvh+Bg1ahSI/tgxxxd/DJU3AJQsWRJExDcI1Ik/DRs2RI4cOVCjRg2MGTMGvXv3hoWFBYyNjUXBiXfv3oWZmRmaNGmCwYMHY9KkSejWrRtsbGxgamqKs2fPquReoUIFlChRAuXKlcOIESMwcOBAnpW8bds2pTE3bdqU/9vPz08kegmCgHr16qFGjRpq13as1nrWrFn5c5GJP9OmTTMo7ikc0JOh6WToOimOK1eu8OCOdu3a6V2JivDwcO7CmlBAd1Kg6Hjp6OiYLCdnXeDEiROi70bKxJI7d+7we2W9evV4cKY+4PPnz3zD18rKSqMSnoIgIDY2VqO12sOHD7l7RYUKFfD06VMJRp18yGQybNiwgX/nCTmqREVF4fXr13j48CFu3ryJy5cv49atW3j8+DHevn2rdm779OlTXoKqUKFCkv6ekgMPDw+eiGlhYYHjx4+rPO7r1684c+YM1q9fj+XLl2P+/PmYM2cOlixZgjVr1mD37t3w9PRUOX95+fIld6/Inj079u/fr2taiSIqKgqTJ0/myXNNmjRRCuCKjY3Fy5cvsW3bNowcORJOTk5o27YtmjZtimbNmqFt27bo2rUrXF1dsWvXLnh5eSnxV3R8sra2xpo1a1Jdv79y5Qp3JDIzM8PBgwdF7wcFBeHy5ctYunQp/v77b5QsWRI5c+aEnZ0dzM3NYW1tjaxZsyJfvnxo2LAhxo0bhz179uDNmzcibt7e3ihRogRfT0+fPj1VAzh//PjBEwKI5O5BTIcQBAHe3t7Yt28fJkyYgEaNGvEgPHUtS5YsaNy4MSZMmIB9+/bB29ub3wd9fX1RtWpVfuygQYMkcX5KCgRBwLZt2/hzJ3PmzLyMdlxcHO7cuYPVq1ejd+/eKFu2LP9NJNayZMmCJk2aYOLEidi/fz/XtD5+/Mg3qonkSVGp5dbj4+ODBg0a8LF069aNJ0s+ePAA06dPR8uWLbmzkDYta9asaNq0KSZPnozr169DEAT8+vULvXv35sfUqVNHbXKKLhETE4P58+fzfYSCBQvi8uXL/G8yceJEVKlShSdSJqVly5YNjo6OcHNz05lmx55NbOyGqm2wpCyWpBUXF8fnI2x+bKjc2T2ZOcR5e3uDSK6ZK/JO67pGfKhK0jp06BBfFxkSd30N6LElotv/CUACET0hoswK75f57/X5Un1mem0Zwo8Yii4w9erVg7e3d2oPCYIgYPv27fyHX6ZMGZXOPDExMXj27Bnc3d2xaNEizJo1C5MmTcLkyZP5onDv3r14+/atypvf/v37+cSkbNmyfIMxNeHj44P69evzyY2qMlvMvWDRokVwdnZGy5Yt0bBhQ9SqVQv16tVD8+bN0b59ez4hVhX1fvToUb5R5eDgoJHIokvEnyiWKFFCZPmv6F7g6uqK+vXrI3v27LCysuIbgsbGxrC2tkbu3LnRrFkztVHvp0+f5ouqLFmyYMeOHam6yX/37l2+oWRsbIyFCxfy8YSGhuL69etYsWIFevTogVKlSiW6AZotWzY0a9YMU6ZMwaFDh+Dr68v7u3TpEvLmzQsiebT/8uXLUy3aPyQkBIMGDeLjrlq1Kg/a+/nzJw4dOoQpU6agWbNmXLDTpGXPnh2Ojo6YOnUqjhw5wjdi79+/j1KlSvG/84QJE1LNrefQoUNciLOxscH69eshCAIiIyOxc+dO9O/fHxUqVOABENq0HDlyoEWLFpg+fTpevXoFAPDy8kKtWrX4MX369EkVt56AgAC0aNGCj6Ndu3b49OkT4uLicPr0aXTu3Jlfn0ltuXLlQvv27XHs2DHExsbi06dPfBOBSF6HXAqnN20Q35UnT548fKH04MED9O3bl2f6xG/58uVDqVKlUKlSJVStWhV//fUXihcvzjcv4rdixYph2bJl+PHjB4KDg3nGHBGhevXqKe7Wo+jKQyQvgRYeHg4fHx+MHz+eZ1oqNktLS9SsWRO9evXCkCFDMGbMGLi6usLFxQV9+/ZFgwYNVAbAWFtbY/DgwXj69CmioqIwdepUPr8pXrw4rl69mmL3+pCQEJErT7ly5fDw4UN8+/YNixcv5uJn/O+6Xbt2mDNnDrZu3Yq9e/fiyJEjOHz4MHbt2oVNmzbx55+tra3S+Q0bNsSBAwcQFRWF1atX80C+XLlyYfv27SkSuBwdHY09e/bwbEILCwssW7YMoaGhcHd357XmWTM1NUWlSpUwcOBA/O9//8P9+/fx/v17fPr0CT9+/MCXL1/g5+eH58+fY+fOnRgzZgzq1q3LhQnWChQogIULF0qeratO/Enri+H4UKy1DojFn2/fvhks75CQEFGtdUAuFrHfjUwm49yJCLNnzxadf+7cORARWrZsyV8LDg5WuaEcEBCAPHnyoFSpUiq5ExEGDBggmpN5eHjAxMQEpUuXFh2/cuVKEMk3CseNG4eCBQvCxMSEB8euWbMG5ubmCd7vDx48CCJ5rXUGJv7Uq1cPAAyGewoH9GRoOhm6TqpA0QWmaNGiyS5tJBWuX7+OokWLgki+aaXKhVUmk+Ht27fYu3cvlixZgjlz5mDy5MmYNGkSZs2ahcWLF2PLli149uyZSncbRfeKnDlz6oXF/K9fv3h5MSJ5gHX8sYeHh+PWrVtYvXo1+vTpg1atWqFx48aoXbs26tati6ZNm6JNmzYYMWIEtm7dihcvXigF5z9//py7gtja2uJ///tfquoagiBgz549fH6fJUsWkVtmfPeCFi1aIG/evLCxsRFt/lpaWiJbtmyoXbs2Ro0ahe3bt+PVq1dKzwmWCGBqaorZs2en6ia/r68vGjduzDn07NmTjycqKgqPHj3Cxo0bMWjQIFSuXJnrXuqajY0N6tSpg1GjRmHHjh3w8PDg/N+8eYOKFSvyY4cNGyaZC5C2iI2NxeLFi/mGroODA65duwZAnpx09uxZzJs3Dx06dOABKZo0W1tb1KtXD2PGjMHOnTu5266/vz+aNm3Kj+vSpUuqufU8ePAAZcqUAZE8iWTcuHGIjIyETCbDmTNnMGLECNSqVYuvybRpmTJlQv369eHq6opr165BEAT8+PGDlzEmkm+YpoZbT1hYGHdiIpK707ASig8ePMDAgQN5GaqkNjs7OzRq1Aj//vsvwsPDlRxv//rrLzx+/DjFuSu68lhZWWH16tWQyWR49+4dJkyYwDW++C1HjhwoWbIkKlSogGrVqqFChQooWbJkgsdPnDgR7969Q2xsLBYuXMh/Y6nh1vPx40e0adOGj49pat+/f8eSJUtUJmWZmJigfPny6NatGwYPHoxRo0Zh7NixGDZsGPr37682AMbY2BgdOnTAxYsXERcXBzc3N6592dvbY8eOHSmmYUdHR2P16tVcq8uZMyeOHDmCiIgIbNmyRRRsxZq9vT2aNm2KSZMmwc3NDbt378aRI0dw5MgR7NmzB+7u7vz5p+r7L1u2LNavX4+QkBCcOHGCBzFaWlpi4cKFKaLjCoKAy5cvi1x5XFxcEBQUhJMnT6Jly5ZK+xIlSpRA9+7d8c8//+DatWvw8fFBYGAgfvz4gW/fvsHf3x+vX7/G4cOHMXXqVDg6Oirp/FmyZMGYMWMkLzXm4uICoj/VSQxV24ifpAX80XnYGA2VO9tTY/u6giDwfb8PHz4YjK4RH+/fvweRfB9QMRCU3YuioqIMhrteBvTwDonK/deM471eiIjaE1E+qT8zvTXKEH6UcPbsWS4EWFlZYdWqVakW7a9qoshuJH5+fnBzc4OLiwuqV6/OA1I0aZkzZ0ajRo0wfvx47N27l0+Cbt++Lcqenzp1aqq49cS3b2QTRUAe3LB69Wp06dJF5SagJo1FvU+ePJk7oHh4eKBatWr8mIEDB6aKW098+8ahQ4ciNDQUkZGR2LFjBxo3bpyoe0Fi0f9Zs2ZFmzZtcPToUcTGxiIgIAAtW7bk77dt21ZtCRddgbnysLGXLl0a9+7d4wJAmzZtVPIyMzNDqVKlUKVKFdStWxcNGjRAjRo1UL58ebWBL4ULF8aSJUvw/ft3JYGxdu3aKe7Wc+HCBW6ham5ujoULFyI2NhYPHz5Ev379VDqTsECdYcOGYdy4cZg2bRqmTZuGcePGwcXFBc2bN1cZHGBtbY1Bgwbh6dOniIyMxMSJE/nftVSpUlwgSQkEBgaKXHkaNmyI9+/fcwEg/viNjY1RpkwZ9OrVC6tWrcL+/ftx4sQJXLhwAWfPnsWRI0ewY8cOTJo0CU2bNuVCvmJr0KAB9u/fj8jISCxfvpz/bfPmzYtt27alSFBTSEgIVq1aJVqI79q1C9++fVMpANjZ2fEsrb1798LT0xNfv35FaGgooqKiEBoaim/fvuHNmzfYv38/Jk6ciCZNmvAFAmv58+fH/Pnz8fnzZ+zcuVPk1jNjxgydl+GKjo7Gvn37eFAAEaF3794IDAxUKQAUKVIEXbt2xZIlS3Dp0qUEF+symQze3t7Yu3cvxo8fr5T9ZWFhgT59+uD+/fs4e/YsF1BNTU3h7OyMGzdu6Oy6ZwJAp06deEBNkSJFcPnyZZw4cUIU1EVEKF++PIYPH44tW7ao3KxQx//NmzfYs2cPxo4dKwpYY/e1Xbt24fbt29yth4hQpUoVuLu76yz75/nz5xgyZAgPhmCuPDdu3ECvXr1E2UuFCxfGzJkz1ZbQSow/C3IdOHCgKMAlT548mDlzJm7duiVy68mePTsmT56skwzuDx8+YPr06VzgJJK78ly/fh2urq6i32bWrFkxfvx43L9/P8n3n7i4OLx+/RrLli3jG4Xs+di9e3elettJxYgRI0BEmDBhAgDDCXBQxPfv32FhYQEjIyPRWJs0aQIiwoYNGwySNyAvR8ruFwwymYzPT86ePcu5FyxYUKV4XKBAAWTLlk3tZyhi5MiRICJRwDrjbm1trTLjlgX5K5bVkMlkWLZsGYoVKwYbGxtUrVqVB2P5+vrC1tYW8+fPByB3Yy1YsCCMjY1RqlQpXoqPrbUUEweCgoL4OsTT09NguP93bUUSUXuknN6Qoelk6DopjlevXnGnWyLCqFGjUs2tJzw8nG8ssLkeux//+vULe/fuxbhx49CwYUO1QeqqmqWlJWrUqIFhw4bB3d2d31Pev38vyp53dnZONbeeU6dOKSXQyGQyREZGYteuXVq7Fyg2Kysr1KxZEyNGjOCB6t++fYOTkxM/pnHjxqni1vP582d06NCBj8PR0REfPnyATCbD2bNn0alTJ7Wb16wllrhkbW2NevXqYfPmzQgPD0dYWBiGDx/O308Nt574rjzZs2fnrhVM21AV0GFkZIQiRYqgUqVKqF27Nho0aIBatWqhYsWKagNf2Bzax8cHMTExmDNnDk8AKly4cIq79Si68hD90RPfvXuHiRMnqtSmWKDO4MGD4erqiqlTp2L69OkYP348RowYgQ4dOnCXWcXGNvkvXLiAuLg4bNy4kSc4ZMuWDbt27UqxTf6QkBCRK0+JEiVw+/ZtfP/+HUuXLlUZ3FCwYEF07twZCxcuxN69e3Hs2DGcP38e586dw7Fjx7Bnzx7MmTMH7dq144kRiq1MmTJYt24dQkJCcOTIER4IYW1tjUWLFqWIIyvTNhRdeebOnYuQkBCV2oaFhQWqV68OFxcXuLm54enTp/jy5QuCg4MRGRmJ8PBwfP/+Hb6+vjh16hR3Z46f4JU5c2aMHj0aXl5euHnzJg8WMjExwZAhQ/DixQud8hYEAVeuXEH79u35mOrVqwcvLy+VwQ25c+dG69atVbooq8LHjx9x4sQJzJw5E61bt+Z7M+w+0apVK5w6dQrPnj0T/Y0bN26MQ4cO6bTU5vPnzzF06FB+f8ucOTO2bt2Ku3fvolevXqI9mQIFCqBfv35Yt24d7t69q1E5RFaO7NixY5gxYwYcHR1FSY0lSpTAypUr8eLFC5FbT6FChbB48WKdleFWpW1069YNDx48wNixY0W6a9asWTFq1Ci1JbQS48+CXCdMmCD6PFtbW7i4uODWrVsitx4rKysMGDBAJ+XngoKCsHr1ap4Iy+5dp0+fxuLFixXXVVxvvHTpUpJdowRBgJ+fH7Zu3YoaNWqIfvdNmzZVGSySFLA1f+PGjQEYpqYjCAIParlw4QJ/feLEiXwchsr9xYsXIJIHwiru53bs2BFEhPnz5xuMrhFf05k1axaI5KWHGQRBQPny5UFE2L17t8Fw/++6kkTTSXURI6NlCD9S4efPn7yuOZugpqRbT3xXnsyZM2Pbtm28LEWbNm1ULvCLFi2Krl27YsKECZg5cyYWLlyIBQsWYPr06Rg7dqzShDj+JOjx48eIiIiAq6sr779s2bI63eyMj5cvXyrZN/748UNtcIOVlRVq1aqFESNGYMuWLTh9+jSuXLmCW7du4dq1azh37hwOHDiAGTNmoFWrVqJJIWv169fHvn37EBERoZRRk1Kb/B8/fsTUqVNF9o2XLl1SKwA4ODjw8iKnT59GYGAgwsPDRSVrwsLC4OfnJ8r6ii8cOTg4YN68efj06RO2bNkicuuZPn06Pnz4oFPeISEhWLduHV+IGhsbY9KkSQgICFASAExNTVG5cmUMGjQIGzduxMOHDxMMOGMTYnVR7xYWFujVqxfu3r2LkydP8sWyqakp/v77b27xqQtER0dj//79omu9atWqePjwIbZu3SoKLiOSB7tMmzYtwVJaqviz0lxTpkwRbWYTyUuN7dy5E9euXRMtUipVqsSzf6QGC27o3LkzD26wsbHBunXrcPz4cSUBoHLlylixYgVu3rypdaadIAh49+4dDhw4gCFDhohcPHLnzo2ZM2fi+vXrouCH7NmzY9KkSXj//r3k3OMLAERyV57r168rCQCFChXCkiVL1DqqaQJBEODj44MVK1aIssLMzMzg7OyMy5cvi9x6TExM0LFjR1y8eFHSIFZVAkCePHlw5MgRzJo1S0kAGD9+vCTP27i4OJWiErNOHTRokGjzoFy5ctiwYYNoYp0cMAGALSTZvWXEiBE4e/YsD55VFADu378v2T3n9evXGDVqlGhjKFeuXNi9ezdmzZolCpjLkiULXF1dJcn+iYqKwp49e0Tl1Ng97PLly+jVqxd/zcjICK1bt8bp06clFZ2Dg4Oxdu1alC5dmn+WtbU1Vq9eDTc3N1EWLxvD0aNHk7XZ9fPnT5w8eRIdOnRQuq42btyI7du3i6716tWrY9u2bRqJe9pAJpPh3LlzaNeuHR+HiYkJZsyYkexM7Xv37oFIvlEQGRlpMIthRSGAlXhVtDQG/pSeKleuHM/8MSTeAPi8I77188KFC0EkD/Zm33n79u1V8qlTpw6MjY1Fr926dQtOTk5wcHBQaUF+584dJe4VKlRQ2T9bm2k6N23atCkqVaqE2NhYHD16FETyjMpLly6hS5cuMDExwZkzZ2BkZARzc3MlIZw5J44aNcpguP83HwgiojgiKg890CMyWoauoytER0djxowZfM2RGm49iq48pqammDlzJqKjoxNM3GBlZMeOHYvp06djwYIFWLhwIWbOnIkJEybAyckJRYoUUTrP2NgY7dq1w7lz5xAbG4u1a9eKEqT27t2bYpv8nz59EiXNsBLX79+/V6ltmJqaokKFCujfvz/Wr1+PkydP4tKlS7h58yZu3LiBCxcu4OjRo1i8eLHasrSlS5fG2rVrERwcjAMHDnCnIltbWyxevDhFNvlDQ0Oxbt06Ps+2s7ODm5sbvn//jmXLlil9b8y9gLkpv3v3DqGhoTygPy4uDhEREfj8+TPOnz+PhQsXonPnzqKNRPY5o0aNgqenJ65cuSJy6xk8eLBkwd3qEBMTg/3794vW1U5OTvD391epbZQqVQo9evTAihUrcP369UTXX9++fcPZs2exYMECdOrUiQcbs9aiRQucOHECjx8/Fs3zdb3Jz4Ib2JyCSK6vnT59GqdOnUKrVq1E69AKFSpgzJgx2LVrl9pSWqrASnPNmzcPbdq0ETkaFS9eHCtWrMDz589Fbj26cuxkePHihUjbYK48N27c4O4GbCwFCxbErFmzcP78+SSttz5//oxTp05h8uTJIj3b1tYWQ4cOxa1bt0RuPZaWlujXr59ONvkDAgIwY8YM0TgqVaqEq1evqgxuGD9+PJ48eZKsa/DTp0/Yvn27UtJOkyZNcPz4cZFbDxGhbt262LNnj6TJuaqCG1gCtJubm8rgBim0DUEQcO/ePaVrqlChQnBzc8OCBQtE7s558+bFnDlzEg0c0hRM26hbt67ob9+2bVvcuHFDVFFAMeBIqmft58+fMW/ePFFgo5WVFRYtWoTNmzeLnoXm5ubo2bMn7ty5k+y/u0wmw8WLF9GxY0eRtlG2bFkcOHAAs2bNEgUb6ULbYEFz8f/Grq6uOH78OJo3by76TqpXr44tW7ZorJerQnh4OG7cuIFBgwapvK7Onz8v0vGKFCnCHcGlxqNHjzBgwABREKwUJeQNNWlFUdu4fPky/94UEyS9vLz4b+jXr18GyZ05MA0fPlz0WRcuXACRPNGXleBK67qGoqbz6NEj7uB19epV0fkbN24EkbxcX4amo0JDSM7JajslqktEI0leg30UEdXVxeek10YZwk+CULSQNDU1hZOTk04dLFhwA7MqJZJvKrx48QJLly4VCQDm5ubo2LGjRu4F8fHx40ccP34cM2fORMOGDUU3oho1amD79u24dOmSaKKiy03+mJgYHDhwQDSWnDlz4sCBAyoFAEdHR2zZsgUvX77UyL1AEYIgIDAwEMePH4eLi4tokz9XrlyYPn06rl27JvrMbNmyYcKECbwEklRQJQAQyV15Lly4oCQAsO9AW/eC+J/p7++PlStXir5fFsRy6dIlkVuPYvaPlJv88QUAIrkId/HiRQwdOlRpsSZVxkFcXJxKcaVy5co4ffo0+vXrp7RgYRafUkCVAMAmZLt37xYFXNnb22PcuHGSBhN6enpi9OjRIveS3LlzY9++fZg5c6ZIXM2cOTPGjBkDT0/PZN/zfv36pSQAsHvqzZs3ReKTLoIbAPn9df369SKHEltbW2zYsEHtJv+hQ4eSLAYIgoD3799j+/btSgJAw4YNcfjwYSxZsoRf60wAkDq4AZAvCi5cuID27dvz65vZsV++fBl///23UvbPrFmzcPLkSa3dun7//o179+5h/fr1os9jv6cNGzbg+vXrKFeunE4FAEX4+PgouT4NHz4cnp6eSsFGtra2omBJTe+3nz59wsmTJzFr1iy0adNGpQDg7e3NXU6YALB8+XKdCAAM4eHh2Lx5s6jUFxPYt2/frpT9kz9/fnTo0AHz58/H2bNnE7zvKpb6HDZsGGrUqCHamMqUKRNGjBgBDw8PJYvkiRMn6iRwThGCIODq1ato164dHxOzY79z5w569uyptCArUKAAOnbsiPnz5+PcuXPw8fHBx48f8evXL/z69QsfP36Ej48PL/XZuXNnJbdAFjR348YNfPz4UfT5jo6OKVbS1M/PD8OHD5fMjl0QBO4guGPHDoNZDCsKASwL+NSpU6Jzo6Oj+X1i//79Bsd79+7dfN4R37Hr69evMDMzg7GxMW7evAkiealKVWBBygxHjhzhJWDbt2+PsWPHYsaMGZg1axY/Nr7gwn6nqsA2hzVxW9i8eTNMTU25O0Ht2rVRrFgxPq8IDw+HnZ0dnxP07NlTqY+nT5+CSL5R6uHhYRDc//sNPyWiECLagZTTHDI0nQxdJ9Xw+PFjkVsPK8upq01+VdpG+fLlcefOHZXaRqNGjTR2L1DEr1+/cOnSJSxZsgQdOnQQbfIXLVoUy5cvx8OHD0UJJLrc5GfzLicnJ76usLS0xLJly3DixAmV2sbq1auT7FL48+dPXLx4EdOmTeNzTCJ5ssiQIUNw48YNkVuPpaUl+vbtiwcPHkjO/cWLF0rakqOjI27evIk+ffooBTcsWrQI7969S9Za9/v379i5cydq164tup4aN26MEydOiNx6iOQbGbt375Z0kz8gIAAzZ84UaRvZs2fHnj17sGDBAlFwg9TaBivVHP9vu2XLFsyePVtpLTZ79mzJNvmDg4OxZs0aUfKAiYkJBg0ahIsXL4pet7CwQO/evXHv3j3JtI3Pnz9j/vz5IvceKysrLFu2DJs2bVLp2Hnz5s1k63mRkZEqgxsaNGiACxcuYPDgwSI9RergBkD1/dXY2BgTJ05Uu8nv5uYGb2/vJP/9v3z5guPHj6Njx44i3bZMmTJYv3499u3bJ9LxqlWrpjNt48mTJ0rBBn369MGdO3cwYsQIkZt7zpw54erqiv3798PHx0cr/rGxsXjx4gW2bt2Kfv36qdQ2Hj58KHIb1mVwAwCVrk+tWrWCh4eHykSqJk2aYNKkSVq5xQQFBeHy5ctYunQpunbtKvpembbx4sULUQn5rFmz8pJgugJbxzVr1kx0bb969Upl0ne2bNnQvHlzTJkyBYcPH4afn59a/oqlPlW5XSsmvD558kSkK/Xu3TtFtI2XL19iyJAhohLyt27dwps3b5QckNlzyNHREVOnTsXhw4fh5eWFgIAA/PjxA8HBwfj8+TPev3/PS3327t0bZcqUUXILbNKkCQ4fPozg4GClEvJnzpxJkWoev379wqJFi0Ql5FlCTlLBklZGjx5tkJoO21+YM2eOyvOJCCtXrjRI7uw6efXqlehcmUzG9wA3bdpkELoG8EfTYcFRpUuXVrrXhYWF8Wfj6dOnDYK7lJqO1IJEZSJ6TUSy/5qg8P+viaiqlJ+XXhtlCD+J4ufPn+jTp4/SxJ1ZfEoBVQJArly54O7ujn/++UcUkcsEAClFGC8vL4wZM0Y0acuTJw8OHjyI6dOn8+wmoj8Wn69evUr2gtTPz09JALCxscGwYcNw9epV0USRCQBv376ViLUcqjb57ezssGnTJri5uYnKXxkZGaFly5bYt28ffH19k8Q/JiYGT58+xcqVK0XBDSYmJujSpQsuXbokmijqQgBgUBV1b25ujgULFuDq1atwdnYWbfIXL14cU6dO1colhuHHjx88q0yVALB//34cP36cb6bpSgBQRHz3IyMjI4wePRpv3rzBjBkzlDb5W7ZsienTp+Po0aP48OFDovxZGZSdO3dizJgxqFevnkoBwNvbG506deKvV6lSBVu3btVZcAMgn/T8+++/ot9Yt27dEBgYiB07dqBmzZqi7yhXrlxo1aoVZsyYgWPHjiEwMFAt/9DQUFy/fh0rVqxA9+7dUbJkSdHikgkAgYGB2LRpE59YZcuWDUuXLtVpcAMgF5uvX78ucqdp2rQpfH19uV1u/Ik5y5RlYvvLly/h7e2NwMBABAQE4O3bt3j+/DkOHjyIyZMno1mzZkolwxSDGzw9PUWBFH379tWpAKAIf39/DB06lH92xYoV8ezZM5XZP4r827Zti9mzZ+N///sftm3bhn379mHnzp3YvHkzVqxYgf79+6N8+fKia5wJACy4ITIyEtOmTePHFCtWDNeuXUsR3oA82Gj27NkiO/arV6+qzP5RbPny5UPr1q3Rs2dPDBw4EMOGDcPAgQPRo0cPtGrVSrSJoEoAiImJwbVr13hQLgum0qUldHwIgoD//e9/fJ6haIHPsn8U5yCKLUeOHChcuDBKly6Nv/76C8WLF4eDg4PaUp8VK1bExo0bERYWhl+/folceerUqSP5c1wTHD58WGTHvnbtWshkMnz79g2LFi1CnTp1REKlto25Bc6bNw+fP3+GIAii0nZ2dnbYsmVLirkdKkLRHSC5bj1ubm4gkpcQYwJIWl8MA/JnIvv+CxUqpHLeMX36dBARL89kKLzt7Oz49TFu3DiV/XTv3h1EhGHDhmnFvWzZsrC0tMTr16+VjmWbPrrgHhgYiMyZM2P69On8NXt7ezg5OYmOq1q1Kn8exRffGFg2NHMqSuvcWb11InpAEtVdT6hRhqaToevoCaKjozFz5kyVZTkDAwMl+YzAwEDMnDlTKbhk5syZOHjwoEjzsLe3x9ixYyWdE3358gULFiwQuZdYW1tjxYoV2LBhg8pN/hs3biR7rf3z508lZ0QTExN06tQJ169fF5WQ15W2ERMTg4MHD6JRo0aiMUydOhXHjx9XKnFbtWpVbNy4ER4eHkniz8rdbtu2TckFl2kbq1ev5nMLpiOdPHlSJ9rG06dPMXjwYNFcduDAgXjw4AFGjhwpcuzMkSMHRo4ciZ07d2rlEgPI5w1sA7RDhw4qNdI7d+6INLSqVavqVNv48eOHkvtR27Zt4eXlhTVr1ihpbg0aNMDYsWOxe/dueHl5JcqfJcQdOXIE06ZNg6Ojo9J9ZNasWfD29haVkC9UqBCWLl2q03J3sbGxOHbsmGiTv3bt2nj9+rWSYydbj7BS3nv27MGbN2/U8o+KisLDhw+xceNGDBo0CJUqVRIFDTJt49WrV0ol5MeNG5ci2oaHhweGDh3KOZYuXRr37t3D27dvldxyiORaduPGjTFhwgTs27cPz549w9u3b/HhwwcEBgbCx8eHB0jMnTsX7du3V9JGFIMbvn79qlRCXhcBg6oQFBSEhQsXikrInzp1CmFhYdi4caMoiJW1LFmyoHHjxpg4cSLWr1+PLVu2YO/evdi9ezfc3NywZs0ajBgxArVq1VJZGo85XkVHR8Pd3V1UQn7Hjh0pEtwAyO+/iu63mTNnxpYtWyCTyZTcwBVb1qxZ0bRpU3Tv3h39+/fHsGHDMGjQIPTq1QsdOnQQPSMVW/ny5bm28fbtW5ETce/evbVKrpYC58+f58F8FhYWWLx4MWJjY+Hr66vkYhX/+y9YsCBKliyJv/76CyVLlkSBAgVEQWCKrWDBglzbiI6OFrnyFClSJEV1PIaHDx/yvRvm1hMREYGIiAi4u7ur1GG1aSYmJihfvjxGjx4NT09PAMDNmzd5IISJiQmmT58uaWCspvD29hbNN5Lj1sOSVjJnzmwwSSuAfI6SKVMmGBkZwdTUVGUQLwuEKV68ON69e2dQ3NnzQN3nrVixAkTEr6O0rmswVKtWjWvZa9euVdkXS6xlulZa5y6lpiOlGFGMiIJJLvjcIKLZRDTkv/9e/+/1ICIqLtVnptdGGcKPxlCVfWJjY4MmTZpg4sSJGke9M/eCdevWoV+/fkoTbSYAvHz5UjRRdHR01JkAwBAeHg43NzfRJn+vXr3w6dMn7Ny5U8nik02ImUVwQlHvrBYucy+IvwHKBIDv37+LJoqFCxfGli1bdBrcAPzZ5G/VqhUfU4sWLeDv76/S4pNIHoDQrFkzTJkyBYcOHcL9+/fx/PlzvH37Fp6ennj69Clu3boFNzc3uLi4oFq1akp9sGyhwMBApYni5MmTU6ze/YcPH3iUNpE8q+TVq1cqs39YY1HvU6ZM4UKhu7s7Nm7ciFWrVmHOnDkq3QvoPwFg+PDhePXqFYKCgtCvXz/+Xs2aNdXWA9UFIiMjMX36dJEd+40bNxLd5M+RIweaNGmCTp06oXv37ujbty+cnZ3RoUMH1KlTR+XmuKmpKbp27Yrr169DJpNh3759PKDI1tYWmzZtStENX5lMhjVr1ojs2I8cOQJAns06cOBApWwH1mxtbZEzZ04ULFgQhQsXRp48eWBvb6+yHKCZmZkouMHPz0/kytO5c2ed2UEnhPh27Bs3boQgCPj+/TuWLFmilJ2ibcuRIwdatGjBBYC4uDgsXbqU3wfy5cuHM2fOpDhvALhy5Qr/bZqammLOnDmIiYlBbGwsjh8/jrFjx6JBgwZqF/jqmrGxMcqUKYPevXtjzZo1+Pz5MwD5opG58hgZGWHMmDFKThAphWfPnokcmYYPH86fMT4+Pti9ezfGjh2L+vXra8w/c+bMaNSoEcaPH4+9e/fyCXpcXBxcXV35cSyAKrXg6+uLxo0b8/F07dqVO+/FD0KsW7euSLBW1Vipz6VLl+Ly5csICgrin/XkyRORK8+KFStSrNSDKnz//h3Ozs587M2bNxfZ28bFxeHVq1fYvn07Ro0ahTp16qBQoULInTs3smTJgsyZMyN37twoVKgQL/W5detWvHjxQuQWKJPJeOADm0sEBASkBmWO8PBwjBo1io+pXr16CA4O1rqfiIgIfk88efIkyAAWwwyM1+LFi1X28+HDBxgbG/P5qaHwrlSpEn9uq8uav337Np/3a8PdwsICqtaZMpmMu5Hqgnvr1q1RtmxZUeCavb092rVrJzqOzW0rVqyodu61c+dOEBHP+k3r3BXEnxek44AeytB0MnQdPYSqspwmJiaoWbMmhg8frvK5rgqK7gUjRoxAzZo1VQY3+Pr6cvGY3W+2bNmi0zlwXFwcTpw4IXKqqFevHt68eaNyk9/a2hq1a9fGyJEjsX37drx69UrtfE3RFahr165KG6AsuCEgIECphPzixYtTRNvw8PDA4MGDRZn0Dx8+5AEX8Tf7bGxsUKdOHYwaNQrbt2/HnTt38OzZM3h5eeHNmzd49uwZ7t69iz179mDcuHFo2LChKECGrSOHDRuGV69ewcfHR+SK5OzsDB8fH53zBuTX9/z583lySv78+XH+/HmEhYVh06ZNKF++vMo1fb169TBmzBgsX74c69atg5ubGzZv3ozVq1dj0aJF6NWrl0r3AqZtXLt2DdHR0Zg3b56ohPyFCxdShDcgf766u7uLSsizIANVrtisZcqUCXXr1kWHDh3QrVs39O3bF927d0fHjh3RpEkTUXKjYmvUqBEOHjyImJgY3L17l88TWAn5pLhOJQenTp3iJeQtLS2xfPlyxMXFwc/PD1OnTlWZtMOOzZEjB/Lnz48iRYogX758yJo1qyixjzUjIyNUrlwZGzduRGhoKEJCQkSuPFWrVlVyBUgJ3Lt3jwduMbeeyMhI/P79G1u3bkXr1q3VBjlo0mxtbVG/fn0e3AAAhw4d4u4tNjY2WL9+fYoFtCjCy8tLpNP36dMHv379giAIuHnzJmbMmIGWLVvyxBZtWqFChdC5c2csXLiQr2M+ffokCpBs166d1o7OUuHTp0+iJL2WLVvysXz58gVHjx7F9OnT0bJlS5HTTkLNwsICNWrUwLBhw+Du7o4XL17wNcKmTZv4hnmePHlw4sSJVOENyO/1AwcO5OOuXr06d/kQBAF+fn44fPgwpk6dCkdHR7X3McVnt2ICo2IgxJcvX1ClShV+7IgRI3RSuUFTREVFYerUqfx+XrJkSZHzsyAI8PX1FSVbFilSBHnz5oW9vT0yZcqEnDlzokCBAqhYsSIv9Xnv3j2lfadNmzaJ5hK6KOOnDWQyGVatWsUD7goWLJhk1ztDS1phYM/B+K8zxMbG8uchW+cbAndBEPh1sX//fpX9/Pr1SxSsmdZ1DYYSJUrwZ7E6jZMFrjH+aZ27lJqOlGLEdpLXAHNS836X/97fLtVnptdGGcKP1lBl8anYsmTJgrp166JFixbo2LEjnJyc0LZtWzRr1kylewFbRLLghri4OJF9Y2pMFFWN4eTJkwD+WHyqmxCbmpryCVKuXLlgZ2en0oaOSC7sMAFAEAQ8ffpUFEyUGhNFQRCwa9cuUVa9m5sb3+RftmyZRhPihFqxYsXw999/cwEgIiJCyb4xpUpyxMeFCxf4Boe5uTkWLlyI2NhYxMbG4vTp05gyZQqaN2+uVPc+saYoFO7cuZNvol64cIG78lhYWGDp0qWptuGraMfO3HrYw9PX1xcHDhzApEmT0LRpU6VsH3XNwcEB7du3x7x583DmzBnuPhMRESGyAG/atCn8/PxShTcgD2JQDFzq2bMnF6EEQcC7d++wf/9+TJw4EU2aNFEb5EMkD96pUqUKBg8ejE2bNuHRo0eiDIZz586JXHn27duXKq4VDF+/fkWXLl34+Nu2bSsS2WUyGby9vbFv3z5uQVu2bFkUKVIEefLkQb58+VC0aFGUK1cOLVq0wLRp01S6OEVGRopK7/Tv318U/JAaCAsLEwUeNG3aFGFhYaJjWAbqnj17MHHiRAwePBi9evWCk5MTz24aPnw4Vq9ejVu3bqm8Z1++fJkHhhQrVgw3b95MKYpqER0dLXLradiwoSi4g0Emk8HLywuHDx/G9u3bsWnTJqxZswabNm3Cjh07cOTIEbx9+1algBcVFcWvLebKk1RnFCkR362nTp06aq/FuLg4fPz4Ee/evYOHhweeP3+ON2/ewN/fP0GXwhs3bvDNjlq1auHNmzc6YqM9Dh8+zJ/h1atXT3YdckXExMRw61wLCws+f9AXXL9+nT9zK1eunKRSlmPGjAER8QDotL4YBuROmezZn9DfpEOHDgYngLDfgqOjo9q+BEEQBUFqyr1kyZLIlCmTSBQWBAEzZ87kfUnNfceOHTAxMcH9+/dFr9epUwdZsmThIs/z58/5GDZv3qy2v8jISFESQlrn/p/48/I/LUWnJbcoQ9PJ0HX0GKrKQyk2KysrVK9eHY6Ojmjfvj2cnJzQvn17ODo6onr16irdCxSDGwRBEJVvt7KywqpVq1J8wzf+GFavXg2ZTAZ/f39MmzZNVLpEsRkbG8PGxgbZs2fngc2KZVUVm6WlJZo0acK1jY8fP4pceVq1aiWZC5I2iJ8sNXXqVERFReH379/YsmULOnbsKHIz0raxDdD169cjNDQ0wUSZlIaHh4eotNvAgQMREhICQRBw584dzJs3Dx06dFCZtJVQMzU1RcWKFTFgwABs2LCBb56/fv1a5MozdOhQleuqlEBAQICohHzbtm353O7bt284deoU5syZg3bt2vE5cWIta9asaNasGSZPnoxDhw7B398fgPw+Mn36dB7oVKpUKdy7dy9VeAPyzTo2XyCSu/UoBlt8/vwZp06dwuzZs9G2bVu+8amqGRkZoVSpUujZsydWrlyJGzduiL5TT09PnhykqBumFiIjIzFx4kT+XZQrV07pvqOYZNq6dWuUK1cOxYoVg4ODA/LkyYMiRYqgTJkyaNCgAVxdXbFr1y4lFytBEDBlyhT+d2rYsKHOy0gnhri4OCxfvpzfo4sVK6akLQqCgICAABw7dgwzZszAkCFD0KdPH3Tt2hXOzs7o168fXFxcsGjRIly4cEGla7aPjw//zu3t7bFz585UX+cKgoAdO3ZwfbJw4cIq3aEEQcCHDx9w8uRJ7jK9Zs0a7j594MABPHv2TKWDsiAImDNnDv/OU8OVRx3OnTvHgxMKFCigVnMRBAFfv36Fr68vXr9+jWfPnsHT0xN+fn4JOqT7+fmhWLFiIJIHeMVfu6QmHj58yNfSefPmlTwpePHixfw7nzRpUqq48qiDt7c3f8bnypULz58/17oPFszC3O0MQdsICgrie64JXavz5s0D/aeHGQr3ffv28XlaQprzgAEDDEbXAOTPJbaXOmTIELX9ARC5GaZ17lJqOlKKER+J6FAixxwmoo9SfWZ6bRnCT/Lw8eNHHD9+HDNnzkSrVq1EJXrUNWNjY5QrVw59+vTBmjVrcPv2bb55/O3bN5GFXmpPFOPbSQ4YMIBPcNmEmEW9t2jRIsGod0X3gn379sHb21u0MHJ3d1cqg5Ka+Pz5M9q3b8/H36VLF9EELr71bsuWLVGtWjWUK1cORYsWRYkSJVChQgXUqFEDzs7OWLZsGa5cuaK0afrz509Ur16dC02pZd+oiPiZNm3btlXKMGJR74cOHcLMmTMxZswYDB06FH379sXgwYMxatQoTJo0Cdu2bcPLly9VLu537tzJJ1s1a9bklpapiejoaJFbj6Ojo8oABUEQ8P79e5w+fRoHDx7Ezp074e7ujt27d+Pw4cO4cOGCWseZoKAg/rtKDVcedYgvQjZu3FitECcIAoKCgnjtYVZ+6ufPnwmWETpw4ADP2uvYsWOquPKow/79+3nGZv369SUrqQjIy5AxC3h7e/tUc+VRhytXrvDnV82aNSV97hw/fpw7EnXv3j3VXHnU4fHjx3yztmrVqpKVfPv9+zccHR1BJA8MvXHjhiT9SgkvLy8u5FeoUEGyrOlLly7xjS4nJye9CGKKD29vby5IlitXThLusbGxPIDL1tYWV65ckWCk0sPX15cLc2XKlNH6mn///n2SMnv0dTEcExPDrbtLlCiRIPenT5+K5gdpmTcgzy5mY0hsA+rGjRuieaEqxOe+ceNGEMk3NV1cXDBq1ChUqVIFVlZWPKNWSu5fvnxB1qxZMX78eKX3jh8/DiJC2bJl4erqygMay5Qpk+gGFDuXzV3SMvf/Arii/xN//oJudYYMTSdD10kT+PXrFy5evIjFixfDyclJbZBL/Fa4cGE4OTlh8eLFuHjxIp8/R0dHo2/fvvy4evXqJTmDWgr8/PmTBxuz+4zivEexNLY6d13WLC0tRe4Fz58/F639bt26JSqDsnXr1lRd50ZERMDV1ZWL/ZUqVcKXL19Ex3z79g3nzp3DggUL0KlTJ1SvXh3ly5dH8eLFUaxYMfz111+oXr06Lz988uRJJUeKmJgY9OzZk/+dunfvrvMy0okhNjYWixcv5sl1ZcuWVVl+4uvXrzhz5gwWLFiAsWPHwsXFBf369cPAgQMxYsQITJgwARs2bMD9+/dVus7cu3ePf+cFCxbEpUuXUoJeghAEAVu2bOFuPSVLluTuFfHx5csXXLhwAYcPH8auXbvg7u6OnTt34uDBgzh9+jR8fX1VXsNxcXHo378/13iZK4w+QNGtp2jRognOGUNDQ/Hlyxf4+fnx8lPfv39PkMuTJ0+49lu5cuVUceVRh7t37/Js/UKFCkl675XJZHBxceHa7Zo1a1LFlUcdvLy8eIKsg4ODpPrqy5cvuctRtWrVUs2VRx0+fvyIqlWrgkgebPny5UtJ+hUEAWPHjuW/czc3N0n6lRK/fv1C7dq1+bojKcEdqvDu3TseLFSpUiW90m4ZQkJCeGJqtmzZJOM+f/58EMkDGzds2CBJn1IjLCwMTZo04RqzttwjIyNFLotpXdMBwLW47NmzJzj3/PXrl0El7Hz9+pXPw2rUqKG2L0B+r2QJ1nXq1NGIt77qGq6urtxswM7OTml+Hx9v377lexONGzdO09z/c92TRNORUoyIJqL5iRyzgIiipfrM9NoyhB9pIQgCAgMDceXKFZw+fRqHDh3C3r17cezYMZw7dw737t1T6zjz4cMHbhOa2vaNiojv1tO6dWu15a8EQUB0dDRCQkLw5csXfPr0CUFBQYiKikrwYfrPP//wh9+wYcOUHCJSC8yth7kMNGvWTFLHoE+fPvESNIUKFUp1+8b4uHDhAg9waNSokaRZVuvXr+ff+aRJk1K1DIsq3L9/n4sUderUSVJpElX48eMHz3KXepEtFZ4/f86DO6pXry6Zi8zOnTt5xtTYsWP1IogpPl6/fs0z9apWrSrJ9x4eHs4X2FKKC1Lj7du3PEu1cuXKknA/c+YMD9QcPny4Xgleinj37h3fvKlSpUqyg7liYmL45D5Hjhx48uSJRCOVHv7+/jx7WQrud+/e5W5MAwYM0Lt7uyICAwN5yY3kchcEgYv6mTNnVlpw6xs+f/7Ms4iqVaum9fN91apV/Bnu7Oys8pi0shhm92ciwt27dxPlPnr0aBDJg7ZUzVfTCu+RI0fy+3O/fv0S5Q2Ab1Db29urDNSLzx0Atm7digoVKsDa2hrZsmVDhw4d8OLFC8yaNUty7p07d0bx4sXVrlM2bdqEIkWKcN4mJiZ48eJForyBP+5MOXPmVHlfSyvc/7vWI4moHXSvM2RoOhm6TprFz58/cePGDZw9exZHjhzB3r17ceTIEZw9exY3btxQ6+4XERHBy5GkliuPOii69ZQpUyZB15yYmBiEhobi27dv+PjxI379+oXfv38nyOXs2bM84NfR0TFVXHnU4datW/weWLx4ce6wIgUUXVhtbW1x+PBhyfqWAh4eHnzOV6RIEZXuFUmFogtr27ZtU82VRx0CAgJ4mbECBQrg7du3kvQbExPD3ZatrKz0LlkHkAeqMfeBvHnzwsvLS5J+Hzx4wPXRFi1a6F2yDiC/f9eoUQNEhNy5c0viFCsIAi9xZGFhgePHj0swUukRFBSEunXr8jmrFNy9vLy4Niq1LiwlQkJCeCUFqbhPnz4dRHIX8oMHD0owSt0gPDycu0/kypUr2fe6jx8/cn2sbt26kunhusDv37/RunVrybivXbuWB/Ps3LlTolHqBpGRkVxPyJUrl9YBjNevX+c6SJs2bVQek1a0DUUnZU3uzydOnODHp/WEHabnGhkZaRTYtXz5cn5fUzVXTyu6hpmZGd9j2rNnT6K8AWDGjBkgkicoqFrLpRXuUmo6UooRgUR0JJFjMrK5pPlbZwg/eoB3797xjdTy5cvzurz6hEePHvHIx/r160sW2LJgwQL+EF21apUkfUqNp0+fioI7pOD+9etXnjmSmKCWmnj16hWPXJaK+7///su/8yVLlkgwSt3Ay8uLZyTUqVMn2WJFSEgIzxopXrx4qpbYSgze3t4oWLCgZNyPHTvGXQ3mzJmjl8E8DL6+vnyCVK9evWRxj4qKQvPmzUFEyJ8/P3x8fCQcqfQICAjgzh3J5X7jxg0u6utrAJciPn78yDNU6tevr3YCnRhkMhnPgs6aNaveBnAp4tOnT5Jwf/36Nc8M6dWrl95sYCWET58+8d97gwYNEnQYSwhsYWhlZYVbt25JPErd4OPHj5x7s2bNtPq+ZDIZt3kuXLiwymPSwmKYPeOJCHPnzk2QM8ObN2/4OSNGjFB6Py3wLlKkCBc/HBwcNM4oDw8P5/eKmTNnanSOviE0NJSvuebPn6/xeT9//uSZyStXrtTdAHWIo0ePsms3WXXWNW0Zmk6GrpPeEBoayjdSc+TIgcePH6f2kJQQP6EoMZt/TXHy5Enuwtq/f/9ULb2jDl+/fuWJNfnz55eEe3R0NC/vlDVrVr0N6P7x4wfXIRwcHCTRIW7dusXXej169EjyHFrX+PXrF2rVqiUZd5lMxt2Y7Ozs9KKUtDoEBwdz94r8+fMnO5Dt1atXPOGvS5cueunCyhAWFobGjRtLwl0QBIwbN46v9S5fvizhSKVHREQED+5ILnd/f3/u6Nu8eXO9caFSh9+/f3PuBQoUUOvMpQnYpreJiQmOHj0q3SB1hKioKDRt2pRzDwgISFI/wcHB3L02KYk/qQFF7gULFkzyntqRI0f4Ov/ff/+VeJS6QWRkJL/XFSpUSGu3dZawkyVLljSbsKPoLKnObUcVOnbsyAN00mrCDgvUNzY21viaFQSBl8Zt1aqV3mv1qiAIAr/Xd+zYUWMOMpmMr9V69uyp41HqBl5eXsx5VBJNR0oxYgfJLYOc1bzfmTLqrWcIPwYCxchnqUudSA0PDw9u3dqsWbNkl4ZSjHzeunWrNIPUEd68ecM3fpo3b54s7kFBQVxMkrLMia7w7t07vohzdHRM1sL9wIED3PJ69erVEo5SN/D19eXfe4sWLZLMPTIykmeLFC5cWKXdtb7Bz8+Pc0/O937jxg1u9T1t2jSJR6kbKHJv1apVkgMTevfuzUV9KTKEUgJ+fn7cpUibibEiAgMDeR3zgQMHppkFgq+vL+euzUJQEey5Zmtrq7eiviq8f/+eP9/HjBmj9fkxMTE8C7Rdu3aJivqCIMDd3R01atSAra0trKysULFiRaxevVqtq8/t27fRsmVL2Nvbw8rKCn/99RdWrlyZbBcgRe5z5szR+vx79+7B2NgYxsbGOHv2bKLHa8M9JiYGq1atQt++fVGhQgW+WSaVwPTu3Ttm14q1a9dqda63tzffyEkLImd8KF6zQ4cO1ercp0+fcpcXfS2tlhDu3r3Lr9nESm3Fx40bN2BkZARTU9M0dY8D5L89Vje+SpUqWm84s0w4KysrvdyoTwh+fn78t56CAT0Zmk6GrpNuoLihoq8urAyKJb+LFi2a7GSyq1evcgv7MWPG6PW8PygoiDvzFStWLFnc4+Li0LVrVxDJyzvoexB/SEgIL/tdrFixREsTJISnT5/yclZ9+/bV+yD+sLAwzr148eJJ5i4IAkaMGAEigo2NjdZzqNRARESEiHtSy+Z8+PCBJ/q1bdtWbwO4FKHolFyiRIkka+2rV68GkdzNQJO1nj5AkXupUqWSlJgZHR3NS3jVrl1bUrd6XSI8PJwH8VWsWDFJOubNmze5br19+3YdjFI3CAsLQ82aNXmiVlLuzWytpElpbn3SdMLCwrgzV9u2bbWei3z9+pWVJsaiRYsSPV6fNJ2wsDBUqVIlSTqmYsLOjBkzJBlPSqNfv358T1Wb60ix9NY///yjwxHqBorX7KZNm7Q69+PHj1yzTyvBa4rYsGEDD6bXdk739u1brmPu2rVLRyPUDcLDw3lipT4G9BQjohAikhHRTSKaS0QuRDSHiK7/93owERWX6jPTa8sQflIXP3/+THORz2/evOGCcOfOnZM86dq3b1+ai3x+8+YNd+rp2rVrksQqmUyGRo0aJVtMSGko2qz27ds3SX28ePGCB3bMmzdP4hHqDp6ennySNGrUqCT1MX78eBDJSy5JaXOtayhyT0o2vmIm/LBhwzT6zZw6dQrNmjVDvnz5YGlpicKFC6NLly64c+eOyuMFQcC2bdvQoEED2Nvbw9LSEoUKFYKTk1OygmgUuScl+Ixld1hbW+Pp06canaMpdxbJn1BTVxNWE7x+/ZqLtDt27NDqXEEQuOVtixYtNH5GaPO9R0VFYd26dahWrRqyZcsGGxsblCpVCiNHjkx21uWrV694icmTJ09qda6Pjw+sra1BRBrb7WvDOywsDNOnT0epUqVgYWGBzJkzo3Hjxjh9+rRW41SHhw8fwsTEBEZGRrhx44ZW57I64wUKFNBoLtOrVy+eDTNgwACMGjWKlwPo3Lmz0r2CuXzZ2Nigf//+GD9+PEqWLAn6L0M0ubh69SqICKampnj27JnG50VGRvJyqRMmTNDoHG24BwUF8d90rly5eHCtlPMm5tphbW2ttYsYK72VLVs2vH79WrIx6RqCIMDFxQX0XxZfUubfLAsre/bser1xGx8+Pj7caWbixIlJ6oOVHUtr3OfMmQMigrm5ucaltuKDZTHmyJFDsvIVusaXL1+4+16mTJlSMqAnQ9PJ0HXSBeLi4rjVf1JKHqQGgoODeVDrX3/9leQSy8+ePYOtrS2ICC4uLnodzMMQn3tSN6mZY4ednV2aCfIMDg5GpUqVQCQvsZyUje6goCCe+NK5c2e9dGNSBcWkunr16iVpo3vv3r18HnHp0iUdjFI3UOTeunVrrX+nipnwDRo00MjNVV80naCgIB6U0rt3b63P9/Ly4trA3r17NTpHXzSdoKAgvsYcPXq01ufPnDkTRPJSfZo+I/RF0/n16xdPnJ49e7ZW50ZERPB585QpUzQ+T190ne/fv3PXjjVr1mh17tmzZ0EkLyunydpe3zSdgIAArmNqWy6rS5cu/DenyT1S3zQdxXvVqVOntDqXld4yMTHRWgNNbbAKEBYWFknSJVjpLVNTU63/bqmJ0NBQHtjRtGnTJM2/d+zYkSa5K1aA0LTUVnywRFxTU1PJ9HRdQ7ECxH9BgfoV0AO5IFGNiDyJSPivyRT+35OIqkv5eem1ZQg/qQtnZ2eNI5/1CYoZOUmxnVecZC1dulSjczSdHL99+xaLFy9Go0aN4ODgADMzM+TMmRPt2rWTJIv66dOnvGb0tm3btD6fZXfkypVLY+tTTbl/+PABLi4uqF69OnLlygVzc3PkyZMHdevWxZYtW5KdRfPkyRMexaptzWjFTHhNHTu0FQEU0b9/fz5hlkJUvX//Pp8wXL9+Xatz79y5wzPh7969q9E5mnL39fVNUAD4+++/tRqrKly7do1PdJ48eaLVuUOGDAGR5pnwEydO5JvDAwYMwKRJk9C5c2eYmZmprGEcGRnJrSJLliyJ4cOHY/LkyejduzcKFy6c7MXIsWPHQCTPxtfmOvrx4wdfRGvqeqEN96NHj2LWrFkqGyuhs2zZMq35KmLr1q0gkluvauMotW3bNhARMmfOrHEpQW24x8bG8izDUqVKYcSIERg3bhy3E8+cOTM8PDy05quIFStW8AA8TTP5ZDIZH0O3bt00Okcb3kFBQbxEQtmyZTFq1CgMGDCAB1pK5Xg2bdo0EMkzdzUtufbixQueZXTx4sVEj2cBJIULFxY51MXExPANMUXXvpCQEOTIkQPm5uZ4+PAhfz0yMpJn32kqsCaE4cOHg0ieyafp85J9hyVLltRI3NaWe3R0NM6cOYNPnz4B+BNEInUgdLdu3UCkfSafTCbjAXz58uWTrHSHrjF16lQu/GgbvMYQExPDy2xIVb5C1wgMDOTiduPGjZNsm69YYsTBwSFNfO9s/m1sbIyDBw8muZ/o6Gg4OjqCSF7GQN+DtL99+4by5cuDiFCpUiW2qZUiAT3I0HQydJ10gmXLloGIYG9vn+RgwdTAt2/feFByUmzno6Oj8ddff/G5rybzB33RdL59+8Y3EUeOHKn1+YqbX5pqA/qi6Xz9+pXPBWbNmqX1+SwTvkaNGhq7VuuLrvPlyxe+Rl+1apXW52bLlg1EhI0bN2p0jj5pOoGBgVyD1dZxZPPmzSDSPBNe3zSdt2/f8o3uEydOaHxeXFwcX2tqmtSob5rO48ePk5Sw8+TJE+5Geu3aNY3O0TdNRzFhR9MEOwAYM2YMiAjlypXT+B6nb7pOUhJ2goODebDmkiVLNP4MfdN0tmzZwudkTENJDPv37weR3GVbk3Wtvmo6rEycNjomw/Tp00FEsLS0VCobpa9QrADxv//9L8n9TJo0iXPX9H6XmoiMjORGAcmtAMHuXWnle7906ZIkFSAEQeCJ95aWlnpfSjM6OhqdOnUCkTyx7L/gQf0L6OGdEtUmohFENO2//9bRxeek15Yh/KQeDh8+DCK5VaumYrCmC0Jd2/kBYtv5t2/fanyeIAh8E0BTG0RtJsd///03D5IaPHgwJk+ejI4dO/JgDCkmx9u3b9d6wxoQl6c4duyYRudow/3q1auws7NDs2bNMGTIEEyZMgWDBw/m0d8NGzZMdgbVypUrQUTInTs3fv78qfF58+bNA5HmmfDaigCKYBHWLFtQqizJGTNmgEieoaJpJt/v37+5WKhpJrw23Jn4U6FCBZVCQHI2rRQxcuRIEBHKly+vcSbfxYsXQSSPHNZE3P78+TOMjY2RK1cuJSvoK1eu8MmqIoYNGwYieeaMKhFZCivoHj16gEi7TD62Od6gQQONzkkKd1UICgqClZUVzM3Nk13KTxAEtGrVCkSENm3aaHSvVhQKNQ141Jb7gQMHQERo0qSJ0t+WZZH169dPo89Wh7i4OC4waZrJxyL8c+bMqVGArra8mSNGp06dRPfxb9++oVChQjAzM9PqWawOUVFRXGDSpPSWYrDmkCFDNPoMls20bt06pfdevnwJInnWMIO7u7va7+Ly5cs8ECW5CAsL4xscmpTeUiy1pWmwprbc40NX4k9SghAZIiIiUK9ePf581OfgDkEQ+N/QxMRE6+Dk+IiIiOA1uAsWLKjXrgy+vr4827R69erJdgVV5K7v5WUWL17MN8Xc3d2T3V94eDh/RuTJk0dvy6wEBATwzfqSJUvi69ev7H6dYgE9rGVoOhm6jqHC09OTl5vSNLtVnzQdRX1C22ciWxsXLVpUoyBwfdN0FMtnarOBk5TyFPqm6bCAJG03uk+fPg0i7TLh9U3XUUzY0XTtJAgC30jRNBNeHzUdlnijTcKOv78/c/fTKBNeXzWdpCTssM3xvHnzauRQo4+aDiC+V2uiY0ZHR/NgcE0DHvVR0wH+JOxUqFBBIx2TldoyMTHBo0ePNPoMfdV1unfvznUSTTRJVmqrRo0aGrls66umo+2ek2LZIk2DQvRV04mLi+Ol9rQtvSUIAk/ItbW11fvAlsOHD/N5cXIrQAiCgMGDB/M9Wn124AsLC0OTJk348yy5yUWK3K2srPS6rOTJkyf5mmv48OHJdgUVBAGDBg3i89rkaoO6QkREBL+n2dnZ4cmTJ5JqOlIJEfWIaBwRjSWi2lL0mdEyhB99w/fv33nZKlUTAFXQNuKbCde6svMDgJ49e4KIUKdOHY3LqrBoaU0XkdpOjrdu3arSReTatWswMzODubm5xlHa6iAIAs8gadWqlUYPEZlMxje8unfvrtHnaMs9Ojpa7QK4YcOGICLs379fo89OiAfbwNE0k0/RvUGTqNfkLIS/ffuGXLly4e+//0aDBg0kDehRXNhqWnqLRfyWLl1ao0x4bbkz8Ufbybq2CA8P51lCmpTeUiy1NX/+fI0+4969eyAitGvXTuX7mTJlgq2tLf+3j48PjI2NUa1aNZ3au//8+ZNvdGsiHiuW2tJ0cq0td3VYs2YNiAjOzs4afW5iUAzQSaz0lmKpLW2svLXlzjZmV6xYoXTs48ePeQBScvHmzRuNS28plto6cuSIRv1ry5s9x1+9eqV0LAsmGjt2rEafnRgePXqkcSbfokWLQKR5qS0A3LL9zJkzSu9FRETw+QsTTllQnSoROTY2FtbW1jA1NRVl0LF7Y8GCBTUaE4NiJl9CgYgymYyXTNW01BagPff40ET8SSp3xUw+bbN8goODUbVqVS56JzejUheQyWRcQDU2NpasXnZwcDBq1KjB59zPnz+XpF8p8fr1a+TLlw9EcpcWbQKyE0JwcDCf22bPnh337t2TpF+pEBsby9dPRkZGycrci4/Q0FCeGWdvb49z585J1rcUePDgAQoWLAgieUmZz58/A0CKBfRkaDoZuk56QFxcHGrWrAki3bg3pJSmw8pnapOwo63rgz5qOsCfeZU2CTujRo3i91ZNNoj1UdMBtE/YCQoK4nMJTV1D9FXXYWuLunXrarTRzUptZcqUSSNHRn3VdLRdryuW2urYsaNG63t91XS0TdhJSvkafdV0FN3UNCm9pVhqS9P7or5qOooJO4mV3oqIiEDx4sVBpJ3zg77qOooJO4mV3rpw4QLf1Na0jLY+azqKVSF2796d4LEsOKdJkyYa34P0WdNR1DG1DUyJi4vj35OlpaXelmHaunUrjI2NQUQYP368JM+OuLg49O7dG0Tyspqa6ropiZ8/f4p0J1X3kKQgLi4OAwcOBJE8IVsqnUxKbN++nQfhDx06NEllU1VBJpPBxcUFRPKEv7Vr10rWtxTw9/fnc5fs2bPzQFO9CeghIhMiOkRyG2bFdpCIjKUYYEbLEH70BazUVsOGDXXi3pBSdn4/f/5E7ty5QaRZ6S3FSVVim8MMUi2KgD+TrkOHDml0fEL4+PEjsmTJAiLNnCgUS21pWl5NSu5MqNM0uCIhvH37VuNMPkX3BhcXF436Tw7vDh068L+x1MIPILaeTcxe++7du9y9QdNNLm25p5T4A2hXeotlWWlaaguQ30/Mzc2RO3dupUwklkXYoUMH/hpzfVq3bh2Cg4Oxc+dOLFy4EJs2bVL7nSd1UaSYyff+/Xu1x0VERCTJ5UJb7urAhBpVVvRJ5a5YeiuhzDSWsamtc5m23E+ePAkiQrNmzZSen3PmzAGRsoV6UrmzTL5ChQolGLTat29frUU3bXmzoEhVZZ3Y375ChQqi15PKG/hjuVuvXj21x0RGRnLreW02s5mD1fr165XeYxlNRMRdb1igiLosORZYoyg+JYc7y0xKSOw9d+4ciOQld7QpW6Qt9/jQpfgDAO3btwdR0kowhISEcJt0e3t77N27V6fCvDb4/Pkz2rVrx0WKhOaBoaGh8PX1haenJ54+fYrnz5/jzZs3+PDhg9oMYcVMKSsrK6xatUovhABBEPC///2PZ7bXq1cPwcHBKo/z8fHBkSNHsG3bNmzcuBGrV6/Ghg0bsGXLFuzbtw/Pnz9X+TxXzBgyMTHB1KlTNban1yVev36N6tWr83mLKvH49+/fuHv3LtauXYvhw4ejX79+cHZ2RufOndG9e3cMGDAArq6u2Lp1K16+fKnEPzIykl9XRPKSsqr+vimJqKgoTJ48mYucNWvWFG3Q6zqgJ0PTydB10hNYqa18+fLpxL0hpTQdxcQjTRJ2tN0cBvRX04mOjmalCDVyolAstfX48WONPkNfNR1FpyFN5n2s1FbNmjU1TubTV11HUcdMrPSWYqmtTZs2adS/Pms62jjqMkeNbNmyaVRqC9BvTUdRxzx9+nSCx7KgbW2+E33WdBSDMBNyngkICEiSc5k+azqKCTsJ6VQsmKZs2bJarWX0WddhCTtZs2ZNsDw4CxZdsGCBxn3ru6bDSgWWLVtWrSbx8eNHmJqawsTERCunE33XdObOnQsieeCmtoiLi+OOLaamppg/f36yXQGlwu/fvzF27Fj+9509e7ba7zYyMhL+/v7w8vLCs2fP8PTpU3h5ecHPz0+tq6RMJsOIESNAJE8GGjVqlMZBjbrGuXPneEm8hJyhP336hNOnT2PHjh3YtGkTVq9ejXXr1sHNzQ27d+/GnTt3VPJXLEHFtG0pHOKSi2/fvsHJyYmPa8qUKUrfeWxsLJ4/f44tW7ZgzJgx6N+/P7p3747OnTvD2dkZ/fr1w4gRI7B+/Xrcu3dP6V4oCAKmTJnCP6Nx48ap7jouCAI2b97MHRLjO2LrU0DPMJLXUo8gotNEdOa//5cRkYsUA8xoGcKPPoC5N2hTaiu5IoCuxB/gjw2uJpa1bdu2BZHmpbYA6RZFAHj5mPjlrpI6UVIsvZXQAvfz589al9oCpOMeFxeH5s2bg0i5ZnRSubPSW3ny5ElwscMm0YUKFUJYWJhGfSeVNws8OHr0KAAkKPwkZ3LMMlbKly+f4HXMxEZt3Bu05c54NGvWDBs3bsSCBQuwcePGBB0CksOdTW7bt2+v9phv377B3NwcRkZGGpXaUsTKlSthZGSEHDlyYNCgQZg8eTKcnJxgYWGBZs2aicRvtom2YMECLrKxZmRkhGHDhimJjcnh3rVrVxARXF1d1R7DHMgqV66s9WauNtxV4c6dOyAilChRQuX7SeUuCALfpE/IoYjdXxcvXqxV/4B23BUtz8uUKYNRo0Zh/PjxaNSoEczMzDBy5EjJvve4uDgudMe/dzL8+PGDZ8BoKzJrwztPnjwgIpXOJ0x8srCwEL2enOs9NDSULx7U/Y537NjBr3dtAjd2794NIrntt+JGc2xsLP9uif5kPLFMOXV/X2YrrFiqIiYmBp6enhrXjFfEu3fvYGRkBAsLC7WLWMX7jzbQlnt8aDKfSw53JnjmyZMnSfb2v3//FgU4dOrUSeMNAF1AEATs3r0bWbNmBZE8s/r8+fP8/eDgYFy5cgXLli2Ds7Mzv9bUNQsLC1SrVg1Dhw6Fm5sbnj59yv9OkZGRPKuLSB48k5oluHx9fdG4cWM+nq5du3LxJiAgAPv378fEiRPRpEkTHqCeWLO0tESNGjUwbNgwuLu749WrVxAEAdHR0Rg7diyvYV+uXDmNbeqlRmxsLBYvXsztmB0cHHh24vfv37Fhwwb07dsXf/31Fy/dommzsrJCrVq1MGLECOzbtw+RkZH881gtdwcHh1Rz63nw4AGrpw4jIyOMHTtWSbBKgYCeDE0nQ9dJF/Dy8uL3GXXP7PjQZ01Hm9JbbLNV01JbgH5rOoqlt27duqX2OJlMxktpa1pqC9BvTUex9FZCWt6jR4/4PEibEpv6rOscP36c67IJBeRNnjwZRNq5N+i7psP+vgUKFFAbnCWTyfi8WNNkTAZ91nSWLl3K5+nq8OzZMxDJS1toWp6LQV81HQBwdXUFUcJJK6w8l5OTk9b966umAwBdunQBkfrgRUEQULp0aRARDhw4oHX/+qrrCIKAKlWqgEh9AJ+HhweI5GWWQkJCNO5b3zWd6OhoHripLhmXzWc6deqkVd/6rukoavIJJaSqQ/wAhypVqqR6ienbt2+jRIkSIJK7LSsG/EVGRuL+/ftYv349+vfvjwoVKvB5napmbGyMsmXLonfv3li9ejVu377N57OCIGDBggVcJyhatKhGTpS6QnBwMHfPISJUq1YNAQEBAORzjZMnT2L27Nlo27Yt8ubNq5GmYWJigr/++gt9+/bF2rVrcffuXcTFxUEQBGzYsIG7z+fMmTNVnYoOHDjAy+HZ2tryoOrfv39jz549GD58OGrUqMH1eE2biYkJKlSogP79+2PTpk38Oa/4eTY2NtiwYUOqJOn5+/vz+T6bLzK3ZQZ9Cui5TUThRFRa4bWy/wlAd6QYYEbLEH5SG4Ig8KjjxCwPFZFcEUDX0b+s9Fb//v3VHsMmiTY2NlqXckjuoggA/Pz8YGFhAWtra6VFWXImx+wmO3fuXLXHsayTtm3batU/kDTu379/x6xZszBz5ky4uLigWLFiIJKX+oovQiSVu0wm4+Wn1NU9FwSBH6OtZZ+2vP38/GBnZyfKKtRVQE9UVBRy5MiRoOj35s0bvvmjSxGA8VDVGjZsCH9/f6X+k8P9y5cvMDMzg7Gxscq+gT/2uUm1yD169Cjs7e1FXIoVK6Zklcos7k1MTODo6IiXL18iLCwMly9f5td8/AV7chZFzPo3S5YsasVrlnWiiWuXKmjKXRWYS4w6C/TkcD98+DCICCVLllQpZGoSAJEYtOEuCAJmz56ttBnbpEkTlVkwyeG+fPlyEBFatGiRpPcTg6a8WW1fJycnkbj148cPbiNNJM70Sg5v4E/NeXXuauw36ObmplW/MpmMO3rkypULgwYNwujRo1G2bFlYWlpysYcFXiQm/tSqVQtE6jOgkgK2WbR06VKl9/z9/WFsbAwzMzOtg1W05R4futzMA8Ri5sGDB5Pch2I2SbZs2VLFrefz58/o0KED/200b94c/v7++P37N7Zu3crdW+I3c3NzFChQACVKlED58uVRrlw5FCtWjIuv8ZuFhQW6du2K69evQxAEHD16lDu1pYZbT3xXnuzZs+PAgQOIi4vDqVOn0LJlSx54o9hy5cqFli1bonfv3hg8eDBGjBiBoUOHom/fvujYsSMPbozfKleuDDc3N0RERODWrVv8GjYxMcG0adMSzAaVGq9evRJ9rwMHDkRQUBDu3buH3r1788131oyNjbmYtWLFCri7u2P37t3Yv38/du7ciX///RcLF/6fvauOauP5vi+4FeruQoW6u7u7K1A36u6u1N3t02/d3d2ou9BSb6lQKBqy9/dHfjPNkgRIiJN7zp7TJruzc8nKzJ337puJ1q1bi56zbEubNi1GjRqFwMBAPHnyBGXKlOHfeXt7qx0n6Rrfv3/HqFGj+DvR09MTV69eVbmvAQJ6rJqOVddJFmABnIZ0b9C3psMSduJLWomIiOBBsqrcIxJq3xQ1HQB84Sq+pJVjx47x9hNTokoRpqrpAP/mkH5+fmr38fb2TnAfdTBlXYcFPqtLWomKiuKLO4qLzImBKWs6MpkswaSV06dPg0geqKyNO4OpajqJSVphbq2Jce1SBVPVdBLSbBITAJEQTFXTSShpJalJLYDp6jos6bBs2bIqv2eaT58+fTRq1xw0HRag1q5dO6XvpFIpLyOpaWkqU9d0gH/rdKNHj9a6jdOnTyN79uxcI5kxY4bB3XqYKw/TLwoVKoRbt25xbaNhw4Yqg3ckEgmyZMmCfPnyoUiRIihatCjy5cuHrFmzqkzqsbGxQY0aNbB7927ExMQgICCAu6UZy61H0ZXHwcEBs2fPRkxMDG7evIlu3bopaRtE8kDU6tWro3PnzvD19cWAAQPQr18/9OjRA23btlWb1JQjRw7MmjUL3759w5s3b/i4i4jQoUMHfP/+3WC8v379KnLlYY45r169wrBhw/g8RHHLnTs32rZti1mzZmHt2rXYunUrdu3ahe3bt2PdunVYsGABunbtCi8vL+5kzDZnZ2d4e3vjzp07+PbtGw8AZee+d++eQXiHh4dj2bJlfIySOnVq7NixQ+WczJQCen4T0RYVn28johBddNC6WYUfY4MJNRkzZjSICMCgb/Hn5cuXIJJn7qoLXmDOHr1799a4fSBpk6KoqChec1DV4lxSBsdsopslSxaVAxupVMpfwKdPn9a4fUBz7s+ePVMayAwfPlzlxCQp3Jn7ToUKFVR+f/XqVRAR0qVLp1X5hcTylslkqFatGjJnziy6/uITfpK60M1Ev44dO6r8nmW/+Pj4aNV+Yrl/+/YNEyZMQEBAAH7//o3fv3/j4sWL3CI4b968SoPOpHJn9qKq6krHxsYiZ86cIEp8tqoi5syZA1tbWwwZMgRv3rxBeHg4AgICeOCcotsRWzjLmjWr0oLh/fv3YWNjgxQpUmj8rI0PrF7t+vXrlb67desWH3Rps4CpCfe4CAkJgYuLCxwcHPRiiymVSnm0/9mzZ5W+HzlyJIgSV49eFTThHhkZiTZt2sDNzQ2rVq3Cly9f8OfPHxw7dgx58+aFvb29Rk5oCUHRgSfuPZMYMTQ+aML7y5cvyJEjB4jk7heDBw9Gz549kT59euTJk4dnUejyen/8+DGIVGdrsQA3Dw+PRGdnK0IqlWL+/PkoVqwYnJyckCJFCtSrVw937tzhwi6bOGljz5xUHDlyBETy0hdxgzHGjRsX7/M/IWjCPS4MIf6wzMAaNWokqZ2goCDuVEckt3w+d+6c3gN7vn//jtmzZ4tcedauXYuXL19i2LBhonerg4MDSpcujd69e2PNmjUICAiI9x76/fs3zp49i7lz56Jdu3Z8oYFtXl5eWL58Od6+fYuOHTvyz4sUKYLVq1cn2qlQG4SHh2P9+vUoUaIEP2/r1q3x5MkTzJo1iz8/iORBSA0aNMDEiRNx8OBBfPz4MVG/y69fv3DmzBnMmTMHbdu2FWVSp0yZEn5+frh3755IdEudOjWGDx+u9ZgjIcTGxuLQoUOoX78+70vWrFlx4MABrFu3jpd9ZePhBg0aYOnSpWrtpuPDjx8/cOrUKcycORPFixcXtduoUSMcOnQIs2bN4m49NjY2aNq0KU6cOKHzoC5BEHDt2jV07tyZn0+dK48iDBDQY9V0rLqOxSM4OBiOjo6QSCQalWgATFvTUUxaURcUuGnTJhARSpcurXH7gOlqOl++fEkwaaVx48Yg0s6NFDBdTUdxTK9qserXr198LvTixQuN2wdMV9fZs2cPiNQnrWzbtg1EhOLFi2s1fjVlTSehpJQWLVqAiDBt2jSN2zZ1TSe+pJWQkBC4urpqPbc0ZU0HiD9p5X//+x+fz2hzvZuyppNQ0gpbPNam7DRg2rpOeHg4fw7dvn1b9J1igFt8jmDqYOqazocPH2Braws7OzslhwtWPUPd8z8hmLqmc/36dRDJE1CSUg77z58/vAQXEaFEiRL43//+p9NnsiowbYMFR9nY2GDMmDH48OEDZs+ezdcd2PioUKFC6NKlCxYtWoTLly/Hq7uwstvLli1Djx49ULRoUVGQS+bMmTF58mS8ffsW48eP599lyZIF06dP16sDtSpto0yZMrhz5w7WrVvHHbcY78qVK2PYsGHYsWMHXr58mSjNITw8nJcd7969u+hv6eDggE6dOuHy5ctYunQpfx45OjqiW7duuHnzpl70PEEQcP36dXTp0oUHKrm5uWH58uU4ePAg6tWrJxpLlS5dGrNnz8aZM2c0TqL/+/cvrl69isWLF4v0SiJ54OPGjRuxbds2HtBNJF/33Lp1KyIjI3XO/cWLFxgyZIjINVuVK48iTCmgR0ZEU1R8PpWIYnXRQetmFX6MjXbt2oFIM4teRWgrgOjbzg8AH6guXLhQ6buwsLAkDRKTMimKjY3lg/N27drp/MUjk8m47Z8qKzpWs9bT01MrMT+p3IOCgrBo0SK4u7ujfPnyIjvIpOLv379wd3cHEeHu3btK33fq1AlE8hqXmkIT3kyMiFsHW9e11hXx7t077tAQV3gNDw/nL+KAgACN207Kb84glUp58ElCdeE1xeXLl0Ekt1+MO4iPbxE8IbCsmBYtWih9Fx4ejixZssDGxoYL5+zv4evrq7I9Fmhx//59jfoRH1iZPVUlhrp16wYiwvDhwzVuV1PucbFs2TIQyevc6gvMjrZVq1aizyMjI/mi7o0bNzRuV1Pu7H2mKpOS2WNrs4gRH1imXNzf9sSJEyCK365cHbT5zb9//45BgwYhV65csLe3R/r06eHt7Y23b99CIpHAw8NDK37xgT1H49YHZ7av2mTqxoeIiAg4OTnB2dmZL1iwd8mOHTuU9pdKpXBxcYGdnV2ShIq4UBecGB0djfTp04Mo/rIM2kAV97gwhPiTVCFbEXHdeogIBQoUwJIlSxASEqKjHqsObiCSu/KcOXNGJIgwAWDDhg1aBaPFxfv37zFhwgTuysPEhyFDhmDHjh0iZx93d3cMHDhQo3IVCUGVAJAuXTps27YNY8aMEf09cuXKhblz5+LHjx86OXdkZCS2bNnCRUu2tWnTBocOHeLCLdvq16+PQ4cOafy8VIWvX79ixowZPGuQSJ5Y0K9fPxw6dEiU4ZomTRqMHDlS44X3+KAoOin+jatWrYrjx4+jQ4cOsLe3F83XFixYgHfv3iVpLvL582esWbNGKaCocePGiXIPMEBAj1XTseo6Fg9WsqVhw4ZaHW/Kmg5LWunUqZPK75kL2oYNGzRu25Q1HQBo3749iFQnrbCxtoODg1ZZyqas6QDxu24uXLgQRPJyUNrAlHWdmJiYeJNWWAmYNWvWaNy2qWs68SWtfPjwATY2NioXwROCOWg68SWtJCWxwRw0nfj0OnXz/sTAHDQddb/t58+fYWdnB1tbW3z8+FHjds1B1xk6dCiIlKsqrFy5EkSEypUr6/R8pqLpAOqDE2vXrq32GkwKTEXTEQSBJ/poWjFBFRTdeojkRgUTJkzg5Z90hZcvXyppG4UKFcLJkyfh7e2tpG3MmTNHJ+4xv3//xpIlS1CgQAHevq2tLdq1a4djx47x6hNEBHt7e7Rv3x6XLl3S2Xj027dvmDlzpigJy8nJCTNnzsTKlStF84bUqVNjxIgROkuYkslkOH78OJo0aSJyci5fvjyOHz+Oxo0biz4vVaoU1q9frxMt7e/fvyq1jaZNm+LMmTN8HMb+Ht27d8etW7d0wPofXr58iaFDh4quubx58+LQoUMYNGgQPDw8+OfMofnx48dJ0rRCQkKwb98+pYCicuXKYffu3QleV6YU0CMQ0UQVn08iIpkuOmjdrMKPMaE4SNTmhZeUCaEhBgsHDhzgD724E4NVq1ZpPUhMyqQoNjaWCzNt27bVmzXgokWLQESoXbu20nfs4ezv769xu0mdECriv//+AxGhf//+GvcjPgwaNAhEhJ49e4o+//btG6/Z+u7dO43a1IT3y5cv4ejoiB49eijtq8+AHuBfve+ZM2eKPl+/fj1/EWsKXf7ma9euBZHm9YATgiAI3Hryv//+E30XX8ZPQhg2bBiI1JcjZBOxPXv2AAAGDhwIIvUBNGwhUZeWrYrBKzdv3uSf//jxg0eRazOo1pR7XBQrVgxEhPPnz2t87sTi06dPKoWOrVu3gkh1kFNioCl3lpGgziKbuXLoasEaELsvKUbkMyvOuM+AxCCpv7kizp07p/YdlFSwTL3ixYvzz2JiYnimxvPnz3V6vtWrV4NIXMKCPVNVOUCdPXuWL6LrGqx8oKKoys5XqFAhnS8mqeIeF4YYzwH/Ara0ycpVhc+fP2Py5Mmiut6urq7w9fXFzp078erVK43/nmFhYbh06RLmz58vcqVhwQ3MLYU9m52cnNCjRw+dCwAM0dHR+N///ieyJ86ZMydOnDiBbdu2icQINiYeNWoUdu3ahTdv3iSKvyAIePv2Lfbs2YMxY8aIzsXGHZs3b8alS5dQqFAh0d/j2LFjei39FRAQAF9fXzg7O4NIHkSzc+dO3Lx5E927dxdZQqdKlQp16tTB6NGjsXv3bgQGBsbLPzIyEjdv3sSKFSvg7e2NYsWKibLo8uTJg/nz5yMoKAj9+vXjnxcpUgSbN2/WSyaVIr5//445c+bwYD8XFxcsWbIEnz9/xowZM5AtWzbR75QmTRrUrVsXY8eOxd69exEYGIg/f/4gOjoagiAgJiYGoaGh+PDhAw4fPozJkyejSZMmovuHCUqjR4/G27dvE91XAwT0WDUdq65j0YiNjeUBg0eOHNH4eFPXdN69e8cDV+Imrdy+fZs/wzUV8c1B04kvaWX06NEgIlEZqMTCHDSdLVu2gEieea/4PpbJZDw7Xhu3DHPQddQlrdy7dw9E8mBsTctsmIOmA6hPWomvTE1CMAdNB1AdvJLU0sPmoOmoS1p58uQJiFQHOSUG5qDpqEtamTVrlspnQGJhDroOq6rg7Owsci5hZa4S45KnCUxJ02FVFfLly8c/+/37N4jkbiS/f//W6flMSdNhAVvxlXPVBGFhYVi+fDl3UyKSB720aNECGzZswIMHDzQeo0VFReHOnTtYvXo1HwuzrWzZsti0aRO2b9/O3VKYtnH06FGdJAnFhSAIOHfuHFq3bs31Bnd3d6xduxYnTpxAs2bNRCWbChUqhIEDB2LTpk149OhRovl/+/YNx44dw7Rp09C0aVNRoFLu3Lkxb9483L9/X/Q3KVu2LDZv3qzXkuZv377FmDFjuGOng4MDZs6ciefPn2PEiBGiclcuLi6oWLEiBg0ahM2bNycY5CKVSvHo0SNs2rQJAwcORIUKFbh2xLSNUaNG4dWrV5g/fz4POs6UKRPmz5+v0/eBKoSHh2PDhg18HCCRSODn54fv378rBR0xPbNy5coYPHgwtm7diqdPn+L379+IioqCIAiIjY3F379/8e3bN5w7d06ty7ezszN8fHzUupepgqkF9CwkouxxNn+SZ3plU/Fddl10PDlvVuHHcJg6daraSV1CSOqE0BCDBalUygVrxTqhgiDwSFZVkdgJQdvBsVQq5VlcHTt21MuLnuH379/8JaS4uPnixQv+cNbUAg7Q7cQgJCQERHL7VF2CWUG7uLiIBsJsUtSkSRON29SEN3NASsy2f/9+LVmqhqI7h+IiGZsUbd68WeM2dfmbsyC7evXqadyPhMAmBjVr1uSfBQcHcwFYm4EWK8unzsGscuXKIPpX2ojxU2UTHRUVxaOoNc0qSwgjRowAEWHAgAH8M2bHXatWLa3a1JS7Im7cuAEiuQuYvsGuv1WrVvHPunbtCiLtM1s05V64cGEQqc6ijIqK4vWTQ0NDteqPOrBBPStBIAgCd+TQRlxOym8eF6wM3saNGzXuR0KIioqCvb09JBIJ/5uyrLk8efJo3a4qofDWrVtIlSoV3NzcROOZP3/+IG3atHBwcBDZREdGRvLnbdzgwqRmqAPAgwcP+ISagWXl9+vXT+t2NeEeF4bIzgf+BerpSvxhiImJwZ49e1CzZk2ld3TKlClRs2ZNjBgxAps2bcKePXtw5MgRHD9+HAcOHMB///2HhQsXolOnTihQoIAoS4gJAKNHj0ZgYCCePn3KXQSI5Fm/+hYAFBEQECAKMurXrx/CwsJw79499OrVi4vJiluqVKlQu3Zt9OnTB0OGDMGYMWMwZswYDBkyBH369EHdunVFJa5UCQBRUVEYPXo0F5k8PT3Vlk3RF969e8czHonkC1Bfv37Fjx8/MG/ePJ5pHXdLnTo1ChcujDJlyqBq1aqoWLEiSpQoAU9PT/5cV9zilrM6d+4cX2S3t7fH1KlT1WZF6gs/fvwQlVqrWrUqXr9+jdjYWBw8eBBNmjRR+Rtqsrm7u6N27drYtm2bVhmsBgrosWo6Vl3HYnH06FEQyQM2DeHOqAhDLQA1adIERMoB6z169AARYejQoRq3aQ6ajrqklaioKL6QlBgntLgwB01HneMqWwjNli2bVoFU5qDrKCatfPr0iX/O5mqDBg3SuE1z0XQUk1YU7y02nrp48aLGbZqLprNz504QyR0IGJ4/fw4iudOlNmNIc9F0pk+fDiJxUubixYtBpH0JdXPRdLp06aJ0b7KkxJ07d2rVprnoOqwMMbuvY2JieMKFNusVgHloOlKplAcGMJ4sgEibJFwGc9B0nj59yt/huoQgCLh48SLatWunNE93cnJC+fLl0b9/f6xZswa7du3CoUOHcOLECRw6dAj/+9//sGLFCvTs2RMlS5YUOdqy4729vXHnzh18//6djwGJ5OsP+krYVoUPHz6gWbNm/Pz169fHhw8fEBQUhPHjx4scmhW1mQoVKsDX1xeDBw/GqFGjMG7cOAwbNgz9+vVD8+bNlZJ9FLWN48ePIzY2VuRynTp1auzYsUPvpesVEbfUWunSpfH48WNERERg8+bNIq1NcXNxcUGhQoVQqlQpVK5cGZUrV0apUqVQqFAhUfCO4la+fHlezur58+eiRLju3btr/XzSFlFRUaJSa3nz5sXly5e5K3jXrl1V/oaabI6Ojihbtiz8/f214mdqAT0yDTerbbNV+DEbMNu006dPa3xsUieEhhJ/2MSgbdu2/DNmZ6pt3U5tBsfR0dH8pdu1a1e9ZiQz+Pj4gEhcc5dZBhtqUhQfWMZFsWLFtOpLfKhSpYrS9ccWc3bt2qVxe5rwvnfvHnx8fFRuGTNmBJG89IOPj4/a+rXaQiaT8QHcy5cvAahe/NYEuvzNWSahqtrgSUVwcDAfrDHxhwU4VapUSas2mRNIhgwZlKxujx07BolEAicnJ74oGx0djdy5c0MikeDUqVOi/ceNGwciQrVq1USf62JSpGryN2TIEBARpk6dqlWbmnJXhLe3N4gI8+fPj/ccuuDu7++vJP4wFwhFxyJNoCn3vn37gkgePBX3ncKu+TJlyog+1wV3lsHI3sMfP34EkTwIQZuJlaa8ZTKZyjrQLGuzePHiSsKjLngDyuIPy65SfNdrirJly6JatWro378/Ro8ejSZNmsDW1hYuLi44ceKE0v779++Hra0tXF1d4ePjgxEjRiB//vwgIrRu3VrpN3j79i2IkmbVrUr8YaVT169fr3W7mnKfNWsWunXrhm7duvHMzYoVK/LP4o7tdMFdX+JP3HNMmjQJjRo14u9rTTZ7e3uULFkSPXv2xPbt2xEZGQmZTIY5c+ZwcTJr1qwq/6aGQExMDKZOncpFqpw5c+LChQsA5AtyBw4cwPjx49GgQQPu7JKYLW3atKhXrx7Gjh2Lffv28Wvz6dOnIleeoUOH6jV7Kz4IgoBVq1bBzc0NRHJHmsOHD/PvgoKCsG/fPowdOxb16tUT1SdXtUkkEhQqVAhdunTBokWLcPnyZf48FAQBY8eO5fuWKFFCq/K+usT+/fv5+NDFxUU0FhYEAe/evcPevXs5/0yZMsHNzY2LRjY2NnB1dUX69OlRvXp1DBs2DDt27MDLly+TPKcxUECPVdOx6joWi5YtW4KIMHv2bI2PNRdN5/jx4yASB26zchiK815NYC6azooVK0BEaNy4Mf+MBWJ5eXlpNeY3F03Hz88PRITRo0fzz9jcatSoUVq1aS66ToMGDUAkXkxmgdmGCGqJD/rUdADwEipPnjwB8E/ncXV11SqAzlw0nV+/fvFFNTaH3r59O4gIzZo106pNc9F0Ll26BCK5wzIDC3RZsWKFVm2ai6bDypox9xTFJC1t2zUXXadnz54gIixcuBDAvyQtxeQlTWEOmg7wr6zkmTNnAOgmScscNJ3Y2FieSBTXdVFX+PLlC+bPn482bdogd+7cGms6EokEBQoUQKdOnbBs2TKubezdu5drBG5ubli5cqVBA1oYBEHAtm3beMkrd3d3HnAXHR2NU6dOYdasWWjVqhV3P0vM5ubmhipVqsDPzw9bt27F+/fvAQA/f/4UufI0b95c5wGtmuDUqVM8eMXBwQELFy7kv0NwcDBOnDiBGTNmoGXLlqKSbOq2HDlyoGXLlpg5cyZOnjyJ4OBgfq7t27dz/TVz5sxaOaHqEnfu3OGB/hKJBJMnTxZdg9+/f8fx48cxffp0tGjRAjlz5oS7uzvX/yQSCZydnZE6dWqULVsWffv2xbp163Dv3r0kJ56ZUkDPOyJ6q+mmi44n580q/BgGnz9/5g9+bYSIpE4IDSX+qFoA2rhxIx+caQNNB8dRUVE8wt7HxydRf29dDI5ZhkejRo34Zyy6Xtu/u6bcb9y4odL+OiwsjAfYjB07VvSdLrizhZQxY8YAkA942GAnKChI4/aSMhFWRHzWzLpa6G7cuLFI/GFW5AUKFNCqPW1+87iW4IA86IQtaMbNztcV97jiz4wZM0BEGDx4sFbtyWQyfp2mSJECXbt2xciRI0V1XOPWjr98+TKcnZ1ha2uL1q1bY9iwYahatSqI5JlVL168EO2vi0kRs2d1cnLigzAW1Hb06FGt2tSGOyCPmnd1dYWDg4NoIKwKuuDOxJ8SJUoAkNe7tbGxgZ2dndYlTTTl/vHjR2TNmhVE8gVy5mbBMgScnZ2Vsmd1wZ3VXGfiz8GDB0EkdqnSBJryDgsLg4uLC5o1a4Zhw4Zh2LBhnHOePHlUllzRlQDCMjOY+MNK2syZM0frNufOnYuSJUvCw8MDDg4OyJkzJ3r37h1v6ZgrV66gQYMGSJkyJZycnFC4cGEsXLhQpdisL/GHuYvcv39f6zY15R63rFLcLa6ds67FH13UJE8MPn36hEOHDmHixIno2LEjWrRogQYNGqBOnTpo0qQJ2rZti969e2PVqlW4ffu2kvgrlUrRrVs3/nfx9fVFSEiIQfoeHx48eMAXhezs7FRmfwqCgA8fPuDAgQNYvnw5FixYgBkzZmD69OlYsGABli9fjn379iEoKEilkHX79m2eWW8MVx51UHTrsbW1xZYtW1Tux/g/ePAAN27cwPnz53H58mXcuXMHjx8/Vil6A/LrlD2f7OzsjOLKow4/fvzg8wAbGxusW7cuUcfFxsbqVaw0QECPVdOx6joWjUyZMoHIcEEtijCUpqNqDPDw4UM+9tYG5qLpvH79GkSEjBkz8mcxS9Lq06ePVm2ai6azd+9eEBHq1KnDP2Pl4/ft26dVm+ai67B7i5V9UkzSUjcGiQ/mpOmwQEI2RmNJWpUrV9aqPXPRdADleV1Sk7TMRdMJCwuDRCKBvb09n08lNUnLXDSd69evg4hQuHBh3g8i7ZO0tOFuLF2HlYLq1KkTAN0kaZmLptO/f3+RftW2bVsQJS1Jyxw0HeCfVq1YYk+f+PXrF86cOYM5c+aga9euaNWqFRo2bIjatWujUaNGaN26NXr06IGFCxfi4sWLKhOhFy5cyP8uNWvW1Ki8tL7w5csXkVvP2LFjVT4zfvz4gVOnTmHlypXw9/fHzJkzMXXqVMybNw9Lly7F9u3b8ezZM5XX+6dPn3g5M2O48qjDnz9/eEAgGyup61dwcDAePnyIW7du4eLFi7h06RJu3bqFhw8fxvt+W758ueheMLQrjzpER0djwoQJ3AF74MCBiZqTmJOmY3QRw7pZhR9TxeHDh0FEqF69ulbHJ3UibCg7v9jYWJ6Ny8QfJlzNmjVLqzY1HRwzF4W0adNi4sSJmDRpktIWtyaxLgZKr1694r8Re2izeuN3797Vqk1NuTdr1gweHh5o2rQpBgwYgJEjR6JDhw5ImTIliOTR33EFCV1wZ+JP3bp1AQCBgYH8N9DmBabtRDgu4hN+dDU4jiv+rFq1CkSEzp07a9WeptyrVauGtGnTonXr1vDz84Ofn5+olMm0adOUzqEr7nHFH5axqm7BLjGIiYmBv78/ypUrhxQpUsDW1hbp0qVDo0aNRKX8FPHkyRO0bdsW6dKlg729PbJmzYpevXrhw4cPSvvqQ/yRyWT8uff161et29SGO8sibd++fYLt60P8uXLlCoiSniWqKffv379j2LBhKFCgABwdHWFvb4/s2bOje/fuePbsmdL++hB/Jk6cCCLCyJEjtW5TE94xMTHw9vaGp6cnXFxc4OLigiJFimDKlClqhWZdXe9xxR8mOLEgF0sGE39mz57Ng/kUMzktGWxh8fjx48buSoKIiopC8+bNQSTPKGZuMKaCmJgYvkggkUhEZQuTikuXLnE75kaNGqlcBDQmBEHgGdZEhGXLlumk3djYWF7eysnJSeuAWn1CEATuXkqk3pXDkNB3QI91s+o6loykJmmZi6YD/FsAYmOApCZpmYumIwgC107Yb9S+ffsE/+7xwVw0nXfv3vFFJEEQIAgCUqdODSLtkrS04a4O+tZ1Dh06BCJCjRo1ACQ9ScucNJ24SVlJTdICzEfTYYv6LOiaBRElZUxpDpoOABQoUABEhNu3b+skSQswD00nIiICtra2sLGxQXh4OE/SqlWrltZtAuah69y5c0f0XGMuSUlJ0jIXbNiwAURylzdAN0la5gLmvqfqPWJqEAQBEyZM4O++efPmmURAC4MgCFi3bh131e3Xr5/O3CPfvXvHHY4KFiyo8t1nbOzcuZOXWOvZs6fOuM+bN4//5nPnztVJm7rG/v374eDgACJCjx49DOIaGh+sAT3JfLMKP4bB5MmTRYv+mkKbibAx7PwAZfGHZbfHtU/VBJoMjhOKeiYSl8UCdCf+sPrOHz9+5PXNHRwcVGbbJBaacD9y5Ag6duyIfPnywd3dHXZ2dkiXLh1q1aqF1atXq6x7rkvxJ02aNBAEAbt37wZR0up8azMRjgtDBPSwYD0m/rCoZX9/f63b1IT7unXr0KhRI+TIkYNn9WTLlg1t27bFpUuXVLavK+5skYrVlY/r2GPJUMzoePbsGYgIWbJkMXa3DAJF8YfVWvfx8TF2t/SOuOJPo0aNQET43//+Z+yu6R1M/MmfP79Oaq2bExTFH1Zur2zZssbulkHAxJ/p06cbuyvxQiqV8mCelClTKmVzmgoEQcDMmTP5WDQpGYEMt27d4gGlHTp0MOlAM+ZwQETYsGFDktoSBIGPt1KkSKFVOQxDgjm8ERG36DYWrAE9lrtZdR39I+68T1OYk6YTdwzAApy1TdICzEPTAcADKQ4ePAgg6UlagHloOoIgcLe/t2/f8ja1TdJiMAdd59OnTyAieHh48LKhRP+SGbSBuWg6ccumx03asmTMmTMHRPJyZjKZjAfIJyVJy1zQqVMnEBFWrVqlsyQtcwEroXLt2jWdJGmZCxSdx0JDQ5NVktaDBw9AJC8vltyStLZu3QoieekmUwcLXLexscHmzZuN3R21OHDgAA/u6N+/f5KDjj5//syDzEqXLp2gU5sxcezYMTg7O4NI7laTVO5svCWRSLB69Wod9VI/OH36NC8/rAvuSYE1oCeZb1bhxzCIW5ZHG2g6ETaWnZ9i9K9UKuUP+oRsdC0BNWrU4OIPq7VeunRpY3dL7xAEgdc2fffuHa95PG7cOGN3Te9gmZoeHh6QyWS8rIY64cWScPz4cS7+JLXWurmBiT/9+vXDtm3bQERo2rSpsbtlEHTu3JmLP6y8jba11s0NiuIPs4hWJSxbGqKiomBnZweJRIJHjx6BSFxa05IREBAAIrkzE7Ol7tq1q7G7ZRCwybWvr6+xu6IWMpkMXbt25cE89+7dM3aXEgSzkLaxscGePXu0bufJkyd84a1jx45m8e5dtGiRTrizcaaTk5PJB/Mw+Pv7c+4HDhwwWj+sAT2Wu1l1Hf0jrjOrNjAXTSfuApAukrTMBSNGjAARYeLEiTpL0jIX1KtXD0SEPXv2YM+ePSAi1K9f39jdMghYOb1Xr17B19cXRP/KDVsymI7j4uKC2NjYZJWkdebMGZ6s8fz582SVpMXGpT179sSSJUtARPD29jZ2twwC5gC3dOlSXkJHVUlkSwTTq69duwZ3d3cQGa68tjEhlUq5qwpzYPPy8jJ2twwCxrd48eLG7kq8UNQJdu3aZezuJIhTp07xoJ7x48dr3c6vX7+4zlyyZEmTKBmfEM6cOcO5qysjnBjs2rWLJzSsXLlShz3UH06fPs25T5kyxWj90KWmY0NWWGGFSgQEBBARUalSpbRuw97envz8/OjGjRsUGhpKsbGx9P37dzpy5AjVrVtXaf8LFy7Ee8Nu2rRJtH/OnDkJAL17907rPhL94xgQEEDPnj2jyMhIypkzJ6VJkyZJ7ZoDFLmz37x06dLG7JJBIJFIRNzv3r1LREm73s0FmTJlokyZMtGfP38oMDCQHj9+TERExYsXN27HDICSJUsSEdHDhw/pxYsXRERUqFAhsrW1NWa3DIKiRYsSEdGLFy/o/fv3RESUP39+Y3bJYPD09CQiovfv31NwcDAREWXPnt2YXTIYGM8fP35QaGgoERGlS5fOmF0yCBwdHcnDw4MA0M+fP4mIyMPDw8i9Mgzc3d2JiCgyMpKioqKIiMjV1dWYXTIYXFxciEjO3VQxe/Zs2rJlC7m4uNCxY8fM4t07ZMgQmjx5MgmCQB07dqSHDx9q3EZUVBS1atWKfv78SY0bN6ZNmzaZxbt38ODBNGnSJBIEgbp27Upv3rzRuI2zZ8/S7Nmzyc7Ojvbu3UtVq1bVQ091Dz8/P5o4cSIJgkA9evSgL1++GLtLVlhhhYZIrppObGwsPXjwgIj+zf8sGYrc7927R0RExYoVIwcHB2N2yyBIrpoO0T+ed+/epUePHhERUYkSJYzZJYMgbdq0lC1bNoqIiKBnz57R+/fvyd7ePlloG1ZNx6rpJCdNh+gfz9DQUIqIiCCi5KHr2NnZcQ3nz58/RJT8NB2mZZkiTpw4QX5+fkREtHbtWmrTpo1xO5QI1KlTh3bu3Em2trY0ffp02r59u1bt9OrVix49ekQFChSgEydOmMX9WKtWLfrf//5Htra2NG3aNDp69KjGbXz48IF8fX0JAM2aNYv69Omjh57qHrVr16adO3eSjY0NTZ48ma5cuWLsLiUZ1oAeK6xQgV+/ftGXL1/Izc2N8uTJY+zu6B1s0vvo0SN69eoVEREVLlzYmF0yGIoUKUJERC9fvqSPHz8SEVHevHmN2SWDIV++fEQkfymzBd+sWbMas0sGA+P55csXkkql5OjoSClSpDByr/QPFqT39+9fCg8PJ6J/i9+WDvb7RkRE8IkRmyhZOhQnhIy7k5OTMbtkMDCeUVFRPMghuXFnoldy450cr3dnZ2ciMl3x5/HjxzR58mQiItq9ezdVqFAh3v0B0IYNG6h8+fKUIkUKcnFxoRIlStCSJUtIJpOJ9n316hXNmTOHatasSdmyZSMHBwfKkCEDNWvWjM6fP5/kvk+cOJF8fX0pJiaGunfvTlKpVKPjJ0+eTM+fP6cCBQrQ//73P7K3t493f024f/jwgfr160flypWjjBkzkqOjI2XOnJmqVKlCGzdu1LivcTFp0iRq164dRUREkI+PDwmCkOhjw8LCyMfHh7fTsGHDBI/RhLsq+Pj4kEQiIYlEQq9fv050X1Vh8uTJVL9+ffr9+zf16dOHuapYYYUVZgKWuJEcFvk9PT3J2dmZPnz4wJO0MmXKlCyStKyaDtHHjx/px48fRJT8NJ0fP35QWFgYEcmDXZID2H3NdDxXV1ezCBRPKpimExkZyef2yU3TUUxaSS5z3OQ8v2c8//79S7GxsSSRSBKcR1oKkqueZeqazp8/f8jX15eIiKZNm0be3t7x7m9Kmk6LFi1o2bJlREQ0cOBAjRN2du/eTXv27CE3Nzc6duxYgoGFpqTpNG/enGbPnk1E8qCkkJCQRB8LgHr27EmhoaHUvHlzGjVqVKKOMRVNp0WLFjR69GgCQN7e3jw40lxhDeixwgoVYJPBVKlSkY2N5d8mqVOnJiL5AJE91JJDcAMRkZubGxElzwmh4iCRcWefWTrYRIBF+ieXiYGtrS3Z29sTAP6cSy7cGU/Fez25Xe+K4o+jo6Mxu2QwsN84PDycT4CSQ7Yu0b/fmAXvJRfhh/GMiYnhgQcSicSYXTIY2Jg1MRNkQ0MqlfJAmN69eycqsKNbt27k4+NDb9++pXbt2lHPnj0pJiaGBg8eTO3atRMFV0yYMIFGjx5N3759o4YNG9KwYcOoUqVKdPToUapZsyYtWbIkSf2XSCTk7+9POXPmpHv37nExJDG4efMmzZs3j2xsbGjjxo2JGmdqwv3Nmze0fft28vDwoObNm9OwYcOoSZMmFBQURN7e3lS3bl2KjY3VijeRnPuyZcsoffr0dPHiRVqxYkWijx05ciQFBQVRyZIlEyX8EGnGPS4OHz5MGzZs4OP7pEIikdCaNWvI3d2dDh06RDt27NBJu1ZYYYVhwOY7TO+wZNja2lLKlCmJ6N8iv1XTsXxYF/mTt57FFuSSy2/u6OhIEomEYmJi+Bw3uXBXpekkF+7svo6MjKTo6GgiSt6aTnLRNhR1HSKrpmMqGDp0KH369InKlStHY8aMSXB/U9J0iIh69+6tVcLO9+/fqV+/fkRENG/ePMqVK1eCx5iSpkMkd56uUKECff78mYYMGZLo4zZs2EAnT56k1KlT08qVKxN1L5qSpkMkT9Dz8vKiV69e0fjx43XWrjFgZ+wOWGGFKSK5TQYVB8dsYpDcuCtG+ic37slxQsh4MpE3uQQ3EMm5SqVSHryX3Bb5pVIpHzgmtwmhIAj838nFZYAFdNjb25OtrS3JZDKKjY1NFtc9C2Bi1sRM/LJ0MJ5OTk78WZ9cuJvy+HXu3LkUEBBA2bNnp7lz5ya4/4EDB2jr1q2UK1cuunXrFs+4lkql1LZtW9q7dy9t3ryZunfvTkRE9evXp1GjRim5MFy8eJHq1KlDI0aMoDZt2lCmTJm05uDm5kYbNmygmjVr0rRp06hZs2bc+l8doqKiqHv37iQIAo0YMYLKly+f4Hk05V6xYkX6/fu3UhKCVCqlunXr0oULF2jfvn3Utm1b7YiTPON91apV1LJlSxo1ahQ1aNAgQRfTs2fP0qpVq8je3p42bdqUqOeuptwVERwcTD179qR27drR169f6eLFi1pxjYts2bLRwoULydfXlwYOHEg1a9ZM0nVkhRVWGA6m/F7UBxhPlrSS3HgnR01HMaiFzW2Tm6aTnBf5k5umI5FIyM7OjqRSKV/YtGo6lg+m6bAERSJK8sK2uYBpOix4MyYmhgAki+uePddZcLJV0zE+jh8/Ths2bCBHR0fauHFjgs5wpqjpSCQSWrt2LXl5edGhQ4do+/bt1Llz5wSP69+/P/348YNq1qxJvXr1SnB/U9R0bG1taePGjVS8eHHatGkTtW7dmho1ahTvMR8+fKChQ4cSEdHSpUspY8aMCZ7HFDUdR0dH2rRpE5UvX54WLVpELVu2pMqVK+ukbUPD8q1HrLBCC7Do3+QyGWQ8o6Oj+aDYzi55xPupWuRPLmATAAB8EGaqEeC6BpsQMiEkqdaF5gT2fGORzsllUqRqkd9ULUx1DUVhO7lxVyyzZerWtboG48nK6iU33sn9XjclPH78mKZMmUJEROvXr09Uqcd9+/YREdGwYcNE5RPs7e1p2rRpRCQXFBi6d++usqRKtWrVqHr16hQTE0PXrl1LEg8ioho1alC/fv1EjkPxQbHU1tSpUxN1Dk25Ozg4qHQUtbe3p+bNmxMR8ZK6SUGLFi2offv2iSq9FR4ezkttTZw4kZdDSQiaclcEE9aWL1+eqHNpAm9vb57JxzLzrLDCCtNHctV12Pg3uWg6jGdy1nQEQeCajialMc0Ziov87NpPLroO45ncNB2ZTJZsuavSdNiz3tKhqOkk1/m9q6uraO0mOcCqZ5lWcO6fP3+oZ8+eREQ0depUKliwYILHmKqmkzVrVvL39yciokGDBiVYekux1Nb69esTVc3FVDWd/Pnz0/Tp04kocaW3evfuzUttdejQIVHnMFVNp3Tp0jRq1CgCQD169DDbZ4o1oMcKK1SADZKYAGTpYDwdHR15gENyGyAmx4mBYtR3cp0QsolBcuEtk8n4/Z7cuFuvd/Fzjln2WjpY1qKTkxPPamJZy5YMQRC4Axmr6xwcHGzSixyCINCiRYsof/78lCJFCipXrhydOXNG5b5PnjwhR0dHlZO84OBgIpI/4xj39+/f66/jOoCuuDOeipNmU8DgwYN5qa3atWsn6pivX78SEVHu3LmVvmOf3b17N1G1v1nwdtyFzXfv3pFEIqGcOXMmqk8Mc+bMoVy5ctG9e/do7dq1avf7+vUrLVy4kCQSCW3cuDHRopyuuMtkMjp27BgRkZKTkLbcly5dyktvnThxQu1+27dvp6CgICpWrFiiS20Rac9906ZNdODAAVq1ahWlSZMm3nNow51l8rm6utKBAwfoyZMniT7WCiusMB6Sq66TXBe6k6Omo7jIr+jAnBxgnd8nP01H8V5XLDeXHKDqerdqOpaP0NBQIpL/7ux+Z3qHKUJXukZERASFh4eTra0tZc2alYjkWkdy0LNMVdOZMWMGL7U1bNiwRB1jyppOjx49qEGDBvT7928aN26c2v0EQaDRo0cTkdx1OrHnMWVNx8/Pj5feUhdYQ0QUEBBAx48fJ3d390SX2iIyXU2HSJ5sVrBgQXr9+jXt3r1bo2NNBdaAHiusUIHkKgIoOhgkx0lRcuOu6ndPbhNCDw8PkkgkIntuSwabDLq4uFCqVKmISF4H1pShq0kR4+nh4UEZMmQgIqKgoCD9dVwH0BV3xjN9+vR8sPv8+XO99VsX0BV3xjNnzpxUoEABIiJ6+PCh/jqeROiK96tXrygqKoqyZMlCBQsWpJQpU1JwcDB9+vRJ3xS0xrJly2jIkCGUI0cO6tWrF3358oUaNGhADx48EO0nk8nI29ubypcvr9Ip4+7du0Qkn+yWLFmSiOQTUVMWf3TFPSAggIiI8zYFPHv2jM6dO0eurq40e/bsRB/HBKy3b98qfRcYGMj/ndCzLCgoiM6ePUsuLi5UtWrVRJ8/Pri5udGcOXOISJ45pO7aWr9+PUmlUmrWrFmiSm0xaMv9x48fNHnyZJo0aRL169ePChQoQKdOnaKOHTtS48aNE33+hPrGBLwVK1ao3AcAfy6NHDlSozIQ2nAPCgqiwYMHU+fOnXn2mj6QNWtW6tq1KxERrVy5Um/nscIKK3SH5KrreHh4EFHy0zWSo6ajSs9KbpqOs7MzLzGcXBb5Gc80adKQra0t/f3716R/d6umox9N58WLF3rrty6QXDUdIt1wFwSBHj16REREBQsWpGLFihHRP73DFKErXeP+/fsEgLy8vChHjhyULl06+vXrl0nf77rWdEqVKmWQficGkZGRtH79eiIiWrx4cYKlthhMWdORSCS0ZMkSIiL677//6OfPnyr3O3XqFAUGBvLfNbEwZU3H1taWO+WsXr1abQlDpnn4+PgkqtQWgylrOo6OjgnqWSYPADrbiKgaER0hou9EJCUimYotVpfnTI4bEQWULFkSVugPwcHBICK4u7tDEARjd0fvePbsGYgIuXLlwvHjx0FEqFq1qrG7FS9kMhn8/f3h6ekJNzc3lC1bFqdPn1a57+PHj+Hg4IBly5Ypfbd06VIQEby9vTFz5kwQEQYNGqTv7icJuuLepEkTEBH+++8/tGvXDkSEtWvX6rv7SYIuuEulUjg7O4OI8OPHDxQsWBBEhFu3bhmCglbQ1W9+/vx5EBFKlSqFiIgI2NnZwcbGBn///tU3Ba2xePFiEBHq1KmDoUOHIlu2bLCzs8P9+/dF+8XGxqJs2bKoWrWqyuf2mDFjQEQYO3YsAgICQETIly+foWhoBV1xL1WqFIgIFy9exMaNG0FEaN26taFoaAVdcGfvchcXF8TGxmLIkCEgIkydOtWQVDSCrn7z7du3g4jQtGlTAECtWrVARDhw4IBBeGiDAgUKoEaNGvz/gYGBsLGxQd++fUX7zZ07F87Oznj58qXKdrp16wYiwvLlyyEIAtKlSwciQmBgoF77nxTogrsgCMiYMSOICK9evdJ7nxOLgQMHgojQu3dvjY5j13CePHnw8+dP/rlUKkXLli1BRCAiHDt2TG0bUVFRqFSpEogIc+fOVfo+JiYGz549w+vXrzXqGzs2U6ZMICKcP39e6XupVIps2bKBiHDq1CmN2taWOxvPs00ikWD48OGIiYlR2X9tuQcHB8PR0RESiUTlfXX16lUQEdKlS4eoqCiN2taUu0wmQ7Vq1ZA5c2b8+vWL71+tWjW190JSuD98+BBEhBQpUiA0NFTj47VByZIlQUQBMJzWYNV0rLqOxSB79uwgIrVjBkuCTCaDq6sr50tEcHNzg0wmM3bX1EJXc9zr16+DiFCsWDGcPHkSRIRKlSrpu/tJgq64T548GUSEYcOGYd68eSAi9OnTR9/dTxJ0xb1ChQp8nNW5c2cQEVasWKHv7icJuuD+588fEBEcHBwQHR2NYsWKgYhw9epVQ1DQCrqa4+7ZswdEhLp16yI6OhoODg4gIoSEhBiKisbQFfdevXqBiLBw4UI+Hs2VK5ehaGgFXXHPkSMHiAiPHz/Gtm3bQERo1qyZgVhoB11wf/78OYgIWbJkAQCMHDkSRIQJEyYYjIem0JWms2TJEr5WAwD169cHEWH37t3663wSoSvujRo1AhFh586deu2vJti0aROICKVLl9boOFPXdIB/19b8+fNVfs/WzmbNmqVRu6au6QiCgPz584OIsHfvXqXvf/36xdfOXrx4oVHbpq7phIeHw8PDA0SEgIAAjY/XBrrUdHQpRjT6f8FHIKJ3RHSZiM6r2nR1zuS6WYUf/cNcFoB0NRH+77//QERo3Lgxvnz5woVqUxZ/dDUx6N69O4gIS5cu5eJPxYoVDUVDK+iKO1uIevnyJebOnWsW4o8uuD969AhEhJw5cwIAunTpAiLCypUrDcZDU+jqN58/fz6ICL169QIALv5cuXLFIDy0ga4mRXXr1gURYd++fWYj/uiCe1RUFOzt7SGRSBAaGmo24o8uuJ84cUL0TGeTClMWf3R1vQ8dOlQUvBRX/Hn79i2ICN26dcPbt2/Rrl07pEmTBo6OjihVqhQOHz4sai8kJARz585FjRo1kCVLFtjb2yNt2rRo0qQJrl+/rrIPRIRq1aohODgYPXv2RMaMGeHg4IBChQphw4YNSvs7Oztj1KhRos/Sp0+Phg0b8v+/fPkSzs7OaifbAFC4cGEQEW7cuAFAWfyxVO4fP34EEcHDw8NkgtHDwsLg7u4OIlJ6XyUEmUyGBg0agIiQIUMG9OzZE4MHD4aXlxecnJyQL18+EBFOnjyp8vjY2Fi0adMGRIR27drp5W8yceJEEBHatGmj9N2BAwd44Kim42ldcA8KCsKiRYvg7u6O8uXLi4QUXYCNneJetwDQqVMnEBHGjBmjcbuacmfjmqNHj4raiU/8SSqqVKli0HGjIQN6rJqOVdexNJjDApCuNB0WxJMpUyYAQObMmbUS4Q0JXc1xly1bBiJC9+7d8ePHD5BCQL+pQlfcGzduDCLCjh07cO7cORARypQpYygaWkEX3OMmaS1atAhEBB8fH0NS0Ri64H7hwgUQyZO0AMDb2xtEhMWLFxuMh6bQ1RxXMUkLAEqXLg1SE1xvKtAV9/8fD+LixYui61/XY3xdQhfc4yZpsSCXrFmz6r3/SYEuuMfVr/73v/+BiNCgQQMAlqtrAOIkLQAYN24ciAijR4+2eO6mmKRVtmxZEJFK3vHBHDSdQ4cO8eCTuLrN27dvIZFI4ODggG/fvmnUrjloOmzsVKtWLaXv/P39+XhFU5iDpuPn5wcigq+vr87bVgVTDei5TUQRRFRXV21aN6vwY0ywB48piz+6EgGGDx8OIsLkyZMBmIf4o6tJUZEiRUBEuHbtmtmIP7rg/vnzZxDJXahkMhnOnj1rFuKPLrizyPJWrVoB+DeAMdRLXBvo6nrv0KEDiAhr1qwBoCz+WOqkSBAEpE6dGkSEoKAgAP9ca5j4Y6nc79y5AyJC/vz5AUCl+GOp3GfMmAEiwsCBAwEoZzhZKm/g38SHTYiY+MPaYdyrV6+OdOnSoVy5cvDz80PXrl3h6OgIGxsbnDt3jrd3/fp12Nvbo1atWujVqxdGjRqFDh06wNXVFXZ2djh+/LhK7sWKFYOnpycKFy6MAQMGwNfXFylTpgQRYdOmTaL98+fPj9q1a/P/v3v3TvScEwQBVapUQbly5dQGSPz9+xc2NjawtbVFREQEAPXij6VxP3jwIIgINWvWVPm9MbB69WoQaZ8lL5VKMX/+fBQrVgxOTk5IkSIF6tWrhzt37qB8+fIgIty7d0/puNjYWLRv3x5EhLZt20IqlSaRiWp8+PABtra2sLOzw6dPn0TfsSDShQsXatW2ttzjggXt9+/fX6t+qANzQ0ibNi0iIyP559++fYODgwMkEgnevXunVduJ5f7y5Us4OjqiR48eSm3oU/xhf9MiRYoYJHjOwAE9Vk3HqutYFMaPHy8aA5gidKXpsGdTkyZNAPzLKN6+fbtBeGgDXc1xe/ToASJ5khYgdnMwVeiKO0vSevHiBUJCQkBEcHR0VJnJbSrQBfe4SVqXL18GEaF48eL67XwSoQvuCxYsANE/98vly5eDiNC1a1cAlj3HrVOnDoj+uQn07t0bRP+cFSyVe9wkLUDsUGXJ3OMmaclkMqRIkQJEhK9fv1o097hJWq9fvwYRIX369BAEwWJ1DQDw8vIC0b8krX379omCCyyV+6dPn0BkWklat2/fBhEhVapUCA8P1/h4U9d0YmNjuaPniRMnRN+xINJOnTpp1bapazq/f//m6wPPnj3jn8tkMh50s3//fq3aNnVNh60PODs74/fv3zpvPy5MNaAnkog26qo962YVfowNJv6oyjw1FehKBKhRowaIiA9ymfizY8cOAJY7OI6IiICtrS1sbGz4oCSu+GOp3A8fPswHv4D8Jc7En+joaIvmzsp/MLvEuOKPpfIGAE9PTxD9sxRUJ/5Y2qSI8UqbNi2fFDHL4rjij6VxZwvqHTt25J8x8Ydl/1oqd2bluXnzZgDK4o+l8lYlcjHxJ0OGDCLxh+hfMC8DE81Y5hcgf84FBwcrnevDhw/IlCkTChQooJI7kTxTVjFI9smTJ7C1tUXBggVF+7MMkPr162PYsGHIkSMHbG1tcffuXQBy22UHBwc8efJEJW/gX6mfokWL8s/2798vet9ZKvexY8eCiDBixAi1+xgaxYsX18tiYkREBJycnODs7Ky0YCWVSnkWV8eOHfUeoM2eM1OmTOGfsWvM2dlZZBmsC8THXRXY4p6Xl5dO+yEIAkqUKAEieelWBlbKtnHjxjo9H6DMnd3bidm0FaJUITo6GunTpwcR8XtUnzBwQI9V0zHgZtV19A/2nFAcW5kadKXpxE3SYqWYhg4dCsCy57iKSVqA8hzAUrmzJC1Fd222AMMWiCyVO0vSYmWkw8LCIJFIYGdnxwONLZV7x44dQfQvSevGjRuisZ6lznEVk7RY0PiaNWtAROjQoYNFc4+bpAUAAwYMEOmalsqdJWkNGjSIf1a1alUQ/UteslTucXkKgsDP9/79e4vVNVQlab1//x70/0ElUqnUYrmzwCXFcaGx4ePjIxpP6gqmpOnMnDkTRISmTZvyz2JjY3n1Fl2XtDQVTQcAfH19QSQv3cpw7do1EMmd0HQdSGUqmg4A1K5dG0SEtWvX6rRdVTDVgJ5gIlqgq/asm1X4MTbiij+WOhmUyWS8HMLnz58BiOtwK3K3tMExyy4uXLgw/6xVq1YqxR9L4x73NwaAvHnzihYnLJV7xYoVQfQvkyWu+GOpvOPWWgf+iT+FChUCYLkL3bt37wYRoV69evwzJv4wpyZL5c4yVhVdIpj4M27cOIvlHhMTgwwZMoBInJ3LAlg3bNhgkbwB4NKlSyAiZM+enX8mCALP4L148SLnniNHDpWT4+zZsyNNmjRqz6EIFiTJ3K8Uubu4uODPnz9KxzBximUYAvLxyLx585A3b164urqidOnSPEPm7du3cHNzw/Tp0wEAK1asQI4cOWBjY4MCBQrgwIEDAIDBgweDiNCvXz/e7o8fP+Do6AiJRILAwECL5B4bG4ts2bKBSL1lr6Hx7ds3EBFcXV0RFRWl07ZZoGK3bt1En0dHR6NZs2YgkgeqGqJ0LLNorly5Mv9s69atINJPeT913NXhyZMnfMyha8yePVvpfuvcuTOI9FOOKi73e/fuwcfHR+XGrMrbtGkDHx+fRGW+aQJWVmzVqlU6bVcVDBzQY9V0DLhZdR39Q3EBSDGg2dI0HQCoXr06iP4labEEnmrVqgGw3Lm9qiQttjDDFoAtlXvc3xgAz2ZnixOWyj1ukhYAFCxYEESEW7duWTT3uElaivdAWFiYxc5xAwMDQURIkyYNT9K6e/cuiOTlxC05aYWVFVR0idi4cSNvF7BMTQf453rKNHrgXwArc6uwRO6KGoZiqR9WZnHBggUWqWsAwJYtW0BEKFeuHG9XEATkz58fRIR9+/ZZLPemTZuCiDBz5sxE9d0QYDrTw4cPddquKWk6LEDa1dWVX09Pnz4FkTyoRdduSaak6Zw+fRpEhLJly/LP2PNLH2VMTUnTWbhwIYgIPXv21Gm7qmCqAT07ieiartqzblbhx9hQJ/5Y2mQwbq11ADhy5AiICFWrVgVgmYNj4F8WseILlIk/zL7WUrnXq1cPRP9cmIB/4s+CBQsslvvv37/h5OQEInmtdQaW1Xfw4EGL5A0AO3fuVJoURUZGciePBw8eWOykiAXqsf0AuSDEauEGBwdbJPfQ0FC4ubmBiPDo0SPe7oULF/hzPyYmxiK579mzB0SEAgUKiCZfTPgqU6aMRfIG/j3Lx48fLzrfhAkTQCSvPc24qws4qFSpEmxsbESfXblyBW3atEHWrFnh4ODAn2NsY1nRitzVTTjZYvj79+9Vfh8XtWvXRokSJSCVSnnAdd++fXHmzBm0bt0atra2uHHjBjw8PECkbFvbpUsXEMldFy2ROyvXkTdvXoMIHonBsWPHQESoUqWK1m2oum9u3bqFVKlSwc3NDW/evOGfR0VFoWHDhvzdmpi/Q0xMDJ49e4bXr19r3cfv37/z+5w9R1g97mnTpmndribcb9y4odL+OiwsjGcdjR07VvSdLrifOXNGaVwRdzFNG2jCXR3is2fWBXc2LjM38SehzarpWHUdS4MgCDy7VjGo19I0HVVJWoruLZaczc6yiBWTtE6ePAkiQunSpQFYpq4B/HNnVEzSmj9/Poj+ubNaIndBEFC4cGEQ/UvSAoDu3buDiDBx4kSL5f7ixQsQyV0gWZIW8M+Bd+PGjRY7x2VabfPmzXm7MTExPGnlwoULFsldEAQ2FhQFtQQHB1t80sqbN28gkUjg6Ogo0m8fPHjA32+KQWyWxH3evHlKzyjgX5ntvHnz4s2bNxanazx48ICX41m3bp3o+EWLFoFInnhviZrO8ePHYWNjA3t7e1EQlzHBkrTc3Ny01pnMQdMBwMtusfcvS9JSfOdoCnPQdH79+gUicblWlqS1YsUKrds1B02HJcMaYj5uqgE9OYjoGxGNJyKJrtq1blbhx1gQBAGZM2cGEeHSpUsWORkE/k34W7RowT/78eMH7O3tYWNjg6CgIIscHAP/Jr2KmXIsw8PDwwN///61SO5MJLS3t+flWABg7969ICJ4enqKgtgsiTtb9KxVq5boXOw+qF+/vkXyVmw37oCMubX06dPHIidFp06dgq2tLezs7PDp0yfR8WyiMGfOHIvkzkReFpzJIAgCChUqBCLCrl27LJJ72bJlQURYsmSJ6NiIiAikSpUKRIQDBw5YHO+zZ8/y93fcdj98+MDvhVu3boFIfUYImzgx7Nu3DzY2NnBxcUGzZs0wdOhQTJgwAZMmTeL7nj9/Xom7YsawIrp16wYiwtu3bxPkvWbNGtjZ2fEgnYoVKyJv3rw8UOvv379wd3fnwk+FChWU2mCOfGnTpuW1ki2JOxuvsoBcU8C0adNARPDz89O6jbJly6JatWro378/Ro8ejSZNmsDW1hYuLi5K9c3ZIk7atGkxceJETJo0SWmL+zspvu+TApa1xsbbVapUARHh2LFjWrepCfdmzZrBw8MDTZs2xYABAzBy5Eh06NCBLx5XrFgRYWFhomN0wZ2JP05OTpBKpSrLXWgDTbirQ3zijy64m6v4k9Bm1XSsuo4lgpUT9/f3t1hN5/z58yASuzMC/8ovKSatWNocl81lmVMDIF/8sPSkFalUiixZsoDoXxllIHkkrVy5cgVEhPTp04tcINl9YMlJK0OGDOHPF0WoSlqxpDnu3bt3+WJr3EDKiRMngojQtm1bi+S+bds2EBFSp06tNL629KQVNm9WNW+vXLkyiORumZbInT3f4zoHxsbG8nth8+bNFqdrNGrUCETyNZm4wQ2/f/+Gs7MziIgnllgSdxaoygJyTQG6SNIyF02nRYsWICJs2bIFgG6StMxB0wGA3Llzg4hw//59ALpJ0jIHTYfpV/b29jp3FY8LkwjoIaINKrZzRCQjokAi2qdmn/W66Hhy3qzCj+Ewbtw4EMnr8VriZFAmkyFPnjwgIhw6dEh0vg4dOoBIXpLFEgfHzK2EBe4ogi0Krl271iK5s/qYrM40g1Qq5YuCZ86csUjuOXLkABFh7969omN//PjBnXuYe4kl8WZuJW5ubqJnCPDPutHV1RUPHz60uElR0aJFQSS3aIwL5kaWK1cuvH792uK4s4H/zp07ldpgts3Vq1fn97qlcGeuRC4uLggJCVFqY9iwYSAitG7d2qJ4u7u7o3jx4iBSn0XCJqlDhw7ViLuXlxecnJzw9OlTpX179eqlN+4fP36Eh4eHyG0oVapUSvdzmTJluLizdetWpXYEQUCJEiVARNxW1VK4s2eck5MTfv78GW+bhkTz5s3V/h6Jxdy5c1GyZEl4eHjAwcEBOXPmRO/evVX+7djvFt82adIk0TG6EkAY1y1btkAmk/FnUFIy6zThfuTIEXTs2BH58uWDu7s77OzskC5dOtSqVQurV69WWfdcV9zZPOLBgwe4fPkyiAjFixdPUpuacFcHq/hj1XTMYbPqOobBvn37QCRPWmElWyxJ0wGANm3aqHzPsaSVevXqWeTc/vr166LAHUX0798fRJabtMLGs/nz51cqBcEWRC01aaVBgwYgUs5UFwSBL0Lt3r3bIrmz652V22JQlbRiSXNcVjY7d+7cSo4NikkrN2/etDjubKF1xIgRSm1YetIKuwdv3ryp1MaOHTtARChatCh/t1sKdxcXl3jHKjNmzAARoU6dOhala5QpUwZp0qQBkfqkILae0aNHD4viXrp0adjZ2YGIcOXKlXjbNCR0kaRlLprO9OnTQUQYPHgwAN0kaZmLptO2bVsQEdavX6+zJC1z0HQAoECBAiAi3L59O0ntJARTCegRtNxkuuh4ct6swo/hEBQUxJ1MWDa7JU0GV6xYASJ5JlfcQSIT5dOnT89tXS1lcOzu7o68efOKXtSKYPVaixcvbnETA3d3dx64cvnyZaU2pkyZAiJCy5YtLW6R39XVFUSEzJkzqxwIsUjwnj17WhRvd3d3Xme9X79+KtupXr06iIj//pY4KYrbD0Ce3ZIrVy4QyZ26LIk7G5RmyJBBZMfN8OfPH35PnDp1yqK4Z8iQAUSEXr16qWzn1atXICL+XrYU3qVLl4a9vT3/TVWB1UdmtYgTy93R0VGlE4VMJuNuT/rg3qhRI3h5eYmu4VSpUqFp06ai/VhQQdq0adVOOteuXcvf7ZbEPW3atFzUMiUw1xpV94ulQVH8efbsGYgI2bJlM3a3DAIm/mzYsEGvtdZNEeYo/sTdrJqOVddJDlB0MmFOB5ak6Zw+fRp2dnawtbXFx48fRcf//PmTz/2Ze4klzXHLlSsHIkLlypWV2nj8+DGILDdphY3lFy1apNTG0aNHQWSZSSspUqSARCKBjY0N3r17p9TG0qVLQUSoUaOGxelZLHlBsdSpIrRNWjH1OW6ZMmV4ScF58+apbKtly5YgIu5gZCncS5QoAYlEAolEorKsiCAIfG5raUkrTKcrWbKkUtAiIC/Nkz59ehDJA/gsiTtLzJs1a5bKdr5+/Qp7e3tIJBKL0jUKFSrEOT1//lxlWwEBASAiHtxoKdyZdlK0aFGV17uxoIskLXMBc+qsXLkyYmNjdZKkZS6YM2cO6P/XjHSVpGUuYHOzVatW6fU8utR07Eh75ErCsVZYYRbInj07NWnShA4ePEi7du0iIqKUKVOq3NfOzo4EQeD/379/P7Vu3ZqcnJyoTp06lCdPHnJ1dSUbGxu6cOECXbx4kaKjo5Xaia99IiKZTJZgv9euXUsXLlyg27dvk52dHc2bN4/y5s1Ly5cvJ4lEQuXLl6dTp07RzJkziYioT58+ZGtrK2qjUqVKVKRIEXr06BGdPHkywXMqYsKECeTg4EB37tyhggULir7r3bs3Xbx4UaP2EotPnz7RiBEjaPTo0VS8eHEiInr27BnVrl2bJBIJERG5urpS3rx56d69e0RE1LdvX6V22rRpQ0OGDKH79+/T/fv3NeqDqXNPmzYtBQYGUpEiRahSpUpK7fTs2ZOmTZtGBw8epBEjRmjUB1Pn7uDgQOHh4dS7d29+PymiX79+tGnTJn6vJxamzjtv3rz8OlZ1vRPJuV+4cIG2bt2qUR9ev35NXl5eSrwFQaArV65oRkgD9O7dm7JmzUoTJkwQfR73mfr9+3eKjY2lggULUrVq1ZTasbW1pT59+tCoUaNoy5YtGvXB1Ll/+fKFiOT3tIODg1I77u7u1LlzZ1q9ejVt2LBBoz6YMvffv39TcHAwEam/3vPmzUv16tXT+N1myryJiL5+/UpSqZTy5ctHtWrVUtlWzZo1ydPTk16+fKlRH3LmzEmvXr2iz58/U+bMmYmICABNmTKFnj59qlFbicXWrVvpxIkTdO3aNdE1XKhQIbp06RL9+fOHPDw86M2bNxQYGEhERD4+PuTk5KSyvQ4dOtCIESM0fq+bMvdTp07Rjx8/iEj+HDcV/Pjxgz58+EBubm7k6elp7O7oHaVKlSIiooCAAHrw4AEREZUsWdKYXTIYSpYsSbt27aL79+/zZ1LRokWN3CvDoFixYvT8+XN69uwZlS5d2tjd0RZWTccKi4ednR317t2bJk6cyOc6lqTpDB8+nGJjY6lVq1aUJUsWURupU6emDh060MaNG2n79u0JnlMRpj7HzZ8/Pz18+JCIVI+BvLy8qFq1anTx4kXav3+/Rn0wde45cuSgR48ekbOzM3Xr1k2pnXr16lGuXLno7du3dOnSJY36YOrcPTw8KCwsjJo0aUI5cuRQaqdLly40evRoOn/+PL1+/VqjPpgydxcXF/5vdWP+Pn360IIFC+jQoUMand/U57ihoaEUGhpKjo6O1KNHD5Vt9evXj/bt20c7duzQqA+mzv3Lly8EgBo0aEB58uRRakcikVC/fv2oV69etHHjRo36YMrcBUHgela/fv34ta8IR0dH8vX1pZkzZ9KKFSs06oMpc3/48CGFhISQRCIhb29vle1kyJCBWrduTf/9959G5zdlXSMwMJCePXtGAKh27dqUP39+le2VLFmSKlSoQNevX9eoH6bM/eHDh/ThwwciUn+9Gwt3794lon96hyWDcbx37x69efOG/v79S1mzZqX06dMbuWf6B9OuHjx4wMchyUnT2b59Oz179szYXUk0bLQ9EECQtpsuCVhhhb7BJktJEUAOHDhACxYsoKlTp9LkyZPVDkx0AXWTwRIlSogmwrly5aKPHz+Svb09+fj4KLXDJgZEpNUif6FChUxycEz0b1JUq1Ytlb+Fk5MT/5ts3rxZoz6YMncA9PXrVyJSP0jMlCkTtWzZkmQymUVxDwwMpN+/fxMRka+vr8p2ypQpQ6VLl6Y/f/5odH5T5k0kfyYIgkBVq1alwoULq2yrefPmlDFjRo1FL8VJEYOhJkUbNmxQOykikj/33r9/T0TywA51kyJvb29ydnamCxcuaNQPU+a+Y8cO+vPnD0kkEurVq5fa9gYOHEi2tra0c+dOjfphytx9fHxIEATKkCEDfweqwtixY/m/2bMhIZgy75s3b9LHjx+JiGjMmDFkY6N6iG9jY0OzZs3i/w8LC0tUP4YMGUJhYWFUokQJ6tevHw0ePJjKlClD8+bNoyZNmmhLTy2+fftGfn5+NGTIECpbtqzou5EjR1JISAhVqlSJhg4dSmXLliUAlDJlSho6dKjaNl1dXWn+/Pn8/5GRkYnqi6ly9/Pz4+dv0aKFSQUUfP/+nYiIsmbNqhQwbonInj07EREFBwfzezJdunTG7JLBwHiGhoZSeHg4EalfyLY0uLu7ExFRRESEkXuiPayajhXJBb6+vmRnZ0enT5/W6DhT13Q8PT35GFTdIj/7fPfu3Rr1wdTnuL9+/aLIyEhKnz49tWzZUmVbjLs2iRumzJ3NRTp16qTyncuSVoiI1q1bp1EfTJl7ZGQkffv2jYjUX+8eHh7UuXNnIiJavny5Rn0wZe6nTp2iiIgIsrW1pbZt26pshyWtxMTEaHR+U57jBgYG8kSU9u3bU5o0aVS2V7NmTSpYsCC/PhILU+Z+9epVrt/2799fbXsdO3ak9OnT06NHjzTqhylznzx5MkVFRZGTkxN16NBBbXv9+/cnd3d3On/+vEb9MFXuUqmU8/X09Iw3kGDSpEm8HaYDJQRT1TWGDh1KlSpVIgAkkUho+vTp8ba7ZMkSrncx3SEhmDp3Ivm1oGp9zphgf1+md1gy0qZNS87OzhQeHs55J0dNh2kbVk3HdKF1QE9cSCSSiRKJpGoC+1SRSCQTdXVOK6wwBGrXrk158+bl0eGJhSlPBomIR/+2adNG7SCxU6dOlCJFCrp9+7ZGfTDVwTGRPLqY/Zbq3BuI/rkWHTx4UKN+mDJ3f39/ioiIIHt7e+rUqZPa9oYMGUJE8qxATWCq3AVBoI4dOxIRUe7cuXk0vioo3jeJXeg2Vd5ERCdPnuSixvjx49W2Z29vzx27iMx/oXvo0KFUoUIFIpJPPOKbFKVNm1Y0YUysAGaq3AcMGMAzNfv06UPZsmVT26aXlxeNHj2a/z82NjZRfTFV7s2bN+cZuAmJ11WrVuVi75UrV0gqlSbYD1PlPWTIEKpRowYREVWsWJG6d+8eb7stW7akxo0bE5FcKFTMRFeH3r1708aNGylTpky0efNm2r59O2XLlo1u3rypFyeS/v37U5o0aWjq1KlK3zVt2pRWr15NkZGRtGzZMgoJCSEiojVr1iSYPePt7U1Vq8qnK9evX2clT+KFKXOPiYmhNGnSaJyRqW9ERUUREZGzs7ORe2IYMJ5RUVH8/ZncuEdGRvLfXZ1LlqVB8Xe3FFg1HSssFSxpJTFjHkWYuqbz5csXkkqllD9/fj4WjIvSpUtTmTJlNE5aMeU57uvXr+nNmzdEJA/md3R0VNle8+bNKUuWLHzfxMKUuR89epR+/vxJRPEv8nt7e5OHhwddu3ZNo36YMveBAweSVCqllClTUp06ddS2N2zYMHJycqIDBw5o1A9T5R4aGsqdaYoWLRrvOGvGjBl8oTuxwS2mOscdOnQolS9fngCQs7MzTZyofughkUhELi2/fv1KVF9MlfuQIUP4NV6tWjVq2LCh2jZdXV1p1apV/P/mnrDj7e3N9bnZs2eTi4uL2jYzZ85M/v7+/P/mrmNWr16dP2sSSrDNnz8/DR8+nIiIrl27xjWR+GDKuga7Z0eOHEnlypWLt93SpUtT7969iUiu5SVmId5UuS9dupT+/v3LEy1VVRMwFgAkW10nNDRU9H9Lh6Kmw56jVk3HhKGLul3/L4YLRDQxgX3GkbXeui7+1tZa6wbGli1beI30uLVNGeLW58yfPz9SpEiBT58+8c8EQcDEiRN5W7quz7llyxbY2tri5s2bos8rVaqElClTIiQkBACwdetWEBEkEgkePnwYD3PwOrxEhA4dOqjcJy73VatWgYiQPn169O3bF4MGDUKpUqXg7OyMJk2a6Jz7169fkTp1agwfPlzpu4MHD4KI4OXlhSFDhsDV1RVEhBIlSkAmk8XLfcKECZx7p06dzJp7r169YGNjAyLC1KlT4+UNAAMGDODcu3TpYtbca9asyblcuHAhQe5NmzYFESFDhgwqrxFz4T148GA4ODiAiNCyZcsEeQuCwLllzZpVZd3euNwBYOPGjShWrBhcXFyQJk0aNG/eHA8fPsSkSZN0zr1Vq1bIly8fIiIiVH6/evVq5M6dG3Z2dvw3v3LlSoLcY2NjWT1T5MmTR+U+5sKd3ee5cuVCTExMvLwBee1xT09PEBEKFiyoch9z4J4zZ07+m3t7e8fLmeHx48f8GFXPRXPgnTt3btja2oKI4OzsjPfv3yfIGwCCg4N5zfmlS5cm6hhTg0wm48/31q1bJ/q49+/fw93dHUSEbdu26bGH+sPTp0/h6OgIIsKJEyeM3R0lXL16FUSE8uXLG7srBsGXL1/4OIDVHx82bJixu2UQ7N27F0SEZs2aoVmzZiAi7Nu3z9jdMgiGDRsGIsLcuXP1eh5d1ltPaLNqOlZdx5Jx//59PmaqV6+eyn3MSdO5fPky78P27dvjYQ5cuHCB79ukSROV+5jLHHfIkCFIlSoViAhp0qTBz58/4+V+4MABzr1FixZmzV1xft++fft4eQPyeYumOqapcm/Xrh3nsmPHjgS5L1iwwGJ0zMKFC3Mud+/eTZB7//79QURIkSIFwsPDE+QNmOYc197enj+zly1bliBvAOjSpQuICKlSpVKphZgLd8bb1dUVnz9/TpA3ADRu3FgjHRMwTe4SiQREhKpVqybIGZC/k6tWrQoiQrZs2cxWx8yaNSu/z6dNm5Ygb0CuY1aoUAFEhO7duyfqGFPE8OHDuR4ZGRmZqGOioqLg5eUFIsKQIUP03EP9IDQ0FNmzZwcRYfr06cbujhKioqJARLC3tzd2VwyGzJkzg4iwc+dOEBGqV69u7C4ZBEFBQXwtaOrUqSAijBs3ztjdMgh27NgBIkK7du30eh5dajq6FCMSI/5MIiKprs6ZXDer8GN4CIKAGjVqaLTQbaqTwf79+/PJQf/+/RPkHhsbi1KlSoGIkDt3bpX7mMPgWHGR38HBAS9fvoyXNwBER0cjf/78fGCpCubCnU2KSpYsqfL6jYuwsDA+oShWrJjKfcyBOxscExFGjhwZH2WOu3fv8mMWL16s9L058FYUAdKkScOF34Tw4cMHeHh4gIiwZcuWRB1jalCc2A0dOjTRx7148QJOTk4gIhw5ckSPPdQfzp07ByKCnZ0d7t27l+jj7ty5A1tbW0gkEly6dEl/HdQjunbtCiJCpUqVEBsbm+jj2N/M3t4eDx480GMP9YMvX74gderUICKsW7dOo2PZQryLiwtev36tpx7qDytWrAARIW3atPj27ZtGx65bt46LvUFBQXrqoX4QGRmJsmXLgojg4+Nj7O6oxLVr10BEKFeunLG7YhB8+vQJRISMGTPyQPjBgwcbu1sGARO72rRpg7Zt23IBLDmABb8vWbJEr+cxwYAeq6aju7+3VdcxMAYNGgQigpubG/7+/av0vbloOn5+fnzeUqNGjUTN79m5U6VKhejo6AS5A6Y5x7W3t+faxqFDhxLkDfxL2EmfPr1ZL3Sz+X369OkRFhaWIG9BEFC9enWNdExT5J4rVy6uz7Rq1SpB3oDlJOxkypQJRPJkzMQmYURFRfEgIHMej7Zv354vqCaUjMkQFhbGr5cpU6bouYf6wYcPH3jyiSaanGLCjr7HpvrC4sWLeVDSjx8/En2c4t/MHBN2YmJi+POqb9++Gh37/Plzs9Yxr127BhsbG9jY2CgFMieE27dvcx3z3LlzeuqhfiAIAry9vUFEKFWqFKRSqbG7pITo6GiuLycXZMyYEUTyBCUiQuXKlY3dJYPg9evXfN2XJaiNGDHC2N0yCFjwe7du3fR6HnMO6DlERF90dc7kulmFH+Pg+vXrfBK5efNmpe/NYTKo6N6QO3fuRLk3AOKF7sSKJqaGnz9/8hezv79/oo8LCAjgwsnFixf110E9gjkyeXh44MOHD4k+7vz581oFB5gKZDIZF7Datm2r0bH79+8Hkdzx4tWrV3rqof7w5MkTnr2nqXvDhg0bQERImTIlPn78qKce6g+jR48GEcHT01Pt81AdWCZfpkyZ8PXrVz31UD/4+fMnF68mT56s8fHjxo0DkdzZx9y4s2eck5NTooI146Jfv378mtE0MMSYCA8PR+XKlUEkzzRPzGJOXDCh1Ny4nzhxAvb29iAi7Nq1S+PjBUFA/fr1QUTInz+/2XCXSqXcBSVr1qyJDtY0NO7duxdvQLClgQkguXLl4oFmvXv3Nna3DIJNmzaBSO7myAIrN27caOxuGQS+vr4gIqxZs0av5zHBgB6rpmPVdcwWL1684JrOwIEDlb43F01HG/eGv3//Infu3CAiTJo0KVHHmBpiY2NRqVIlEBE6d+6c6ON+/PiBDBkygIiwaNEiPfZQf7h//z5PUIt7zcWHjx8/mn3CztChQ0FEKFSoEKKiohJ9nKKOefjwYT32UD/48+cPsmXLBiLCzJkzNTpWMWHHHHXMPXv28GdcYGCgRscq6pi3bt3SUw/1A6lUirp164JI7qam6fyeLUK7uLjgzp07euqlfnD79m04OzuDiHDgwAGNj1+/fj2I5M5UAQEBeuihfiAIAnr37g0iQs6cORMVrBkX8+fPBxHB3d3drLi/fPmSB6GNGjVKqzbGjh3L1zvMad2CjSEdHBwSrJxhLAiCwNcQTTHgSB9ImTIliAhnzpwBEaF06dLG7pJB8OjRIz7OYoGVAwYMMHa3DIKVK1caRL8zmYAeIjqnsAlEFBjnM7Zd/P/vZES0TRcdT86bVfgxHphonTJlSpHtsrng7NmzINLOiYBlHGfMmBHBwcF66qF+IAgCOnbsyKNrE5vdwcBKb+XOnTtBS2dTw9u3b7kl9YYNGzQ+nmUfFypUyOy4T5s2DUSEdOnS4fv37xofz66ZIkWKmBX379+/c2cpX19fjY8XBAENGjQAEaFo0aL49euXHnqpH7BgJIlEkqhSW3ERGxvLAySKFStmNtxDQ0O5Y0eJEiUSHaypiKioKJ4VVKxYMfz+/Vv3HdUDDh06pLEVd1yEhYWhePHiICIUL17cLLhHR0fz+zRr1qwaBWsq4vfv3yhWrJhZcb969SpcXFxAlDR75V+/fqFo0aL8vjH1+z02NlZkI2+qwg8APHv2DESEvHnzGrsrBsHDhw9BJHdz3Lx5M4jUl3ewNCxZsoQLIGzMqO8SVKaC5s2bg4jw33//6fU8+g7osWo6Vl0nueHu3bs8MCIx5ZhNDUlxImClt+zs7Mxq0Y+BJV9kzJhR4/k5K73l7OyMR48e6amH+kFYWBgfryfGZTsuWPZxypQp8fjxYz30UH84fPgwJBIJbGxstArOYNdMmjRp8OTJEz30UD+Ijo5Gw4YN+YKiNoupLGHH3Lhfu3YNrq6uSZrfszFp2rRp8fTpUx33UD+QyWQ86DN16tSJDtaMC9ZG2rRp8ezZMx33Uj948uQJ0qRJAyLtS0cJgsBL85kT91GjRvHkNG00TECuEzCnVHPh/uHDB+6oX7t2bY2CNRURGxuL1q1bc+3fHLiz95KNjQ327t1r7O7EC6a7/fnzx9hd0TsEQeCJ0Xfu3OGJj8kBV69e5eMNtvat7xJUpgK2dqjKHVWXMKWAHkFhk8X5v+IWS0TfiGgHEaXTRceT82YVfowHQRDQqFEjEBHKli2L0NBQY3cp0Xj58iXPSpo6darGxytmQ5kbd1bj3tnZWSv3hujoaC6glCtXTquIeWPg8+fPyJMnD4gIDRs21Mq9ISwsDAULFjQ77ixDXiKRaJXdAcgdTwoUKAAiQvny5c2Ce0hICEqUKMEDkbR1b1AMCqpQoYJZcN+zZw/PHkhK5uW3b9/g6enJuZv6sy48PBw1a9bkGT1JcVWKy91U3T8YTp48CUdHRxARxowZk6S2vn79inz58vFnnSkH8UVGRvKFZF0INorcS5YsqVUApKFw/vx5uLm5gYjQo0cPrd5rivj69Svy5s3LAxhN1Z0qOjqai3Surq64ceOGsbsUL8LCwiCRSGBnZ4fIyEhjd0ctZDIZ/P394enpCTc3N5QtWxanT59Wue/jx4/h4OCgcmFh9+7dICLUr18fN27cAJG8JIopQ1fcmUuNv78/Vq9ebRbBTLrizkRofS+SGSCgx6rpWHWdZAemD2TMmNGsyo7++fMHpUuXBhGhWbNmWo2DBg4cCCK5I+mbN2/00Ev9YO/evXyup61rdOfOnc2Oe1RUFGrXrs0TzLSZlwuCgBYtWpgd9wsXLnCHHW1dpWJjY7mGmzlzZo3dXoyB2NhY7qKaJk0aPH/+XKt2YmJieFBQlixZ1DqDmRIePHjAHRK6deumcTImg2JAVJYsWUz+mhcEgT+bXVxccO3aNa3bUkz8yZIlC168eKHDnuoeL168QJYsWbhurU1yGkN0dDR34c2SJYtJB3MJgoDx48fzINuklstS5J4hQwaTTv558+YNdxfXhdYeFRXFna3SpUuHu3fv6qinuoUgCDx4gMg8XG3ZepApu53pam7/9u1bfg2Fh4fD1tYWNjY2Kkv0mgp0xZ251HTu3BkBAQFmEcykK+5sfKxvF0uTCegRNZQIe2brZhV+LAFfvnxBzpw5QUSoWbOmSS9UMMSNfNZ2gPzx40ez486chZIa+fzhwwfkyJEDRIRatWohPDxch73UPYKDg3nd7FKlSiUpmlqRe40aNUw+uGPjxo2QSCQgIqxatSpJbSlyr1atmklHpf/69Qvly5fnrghfvnxJUnvv37/nz42KFSuatHPHjh07eKatLmqlBwUFcXvrMmXKaFS/25AICQlBlSpV+KRdF+XhgoKC+O9eokQJky1FtGfPHl5yqW/fvkkO7ADk3Nk7rnDhwlpnxekTYWFhqFWrFs+y1ZWVdlBQEA8ALVCgAN6/f6+TdnWJQ4cO8QCujh076sz29/379zyAMW/evCYnev7+/ZuLc+7u7rh06ZKxu5QomIP4w+yE69Spg6FDhyJbtmyws7PD/fv3RfvFxsaibNmyqFq1qspnDcusHDduHCIiIsxC/NEVdxZEfOnSJbMRf3TBPTg4mAfYxcbG6rW/plZyy7pZdR1LQHR0NGrUqAEieblEc3BfjoiI4CXBcufOrXUQcmRkpIi7OZRYPnXqFM+anjhxotbtxP0bautwaShER0fzhYYMGTJolZzGoMg9V65cJh/ccfXqVaRIkQJEhF69eiVprhcREYGqVavyBBhTDuKTSqW8hGmKFClw+/btJLUXHh7OuWfLls3k5jmKuHXrFndpadGiRZLneuHh4VwryZQpk8m6U8XGxqJnz54gkpffOXXqVJLbVOSePn16pTGuqeDevXtIly4diAhVq1bVic4eHh7On3Vp06Y1ydJjMpmMu0jZ2trqzO0zPDyca0WpUqXC9evXddKuLvH48WNkypSJa626ckkODw9HvXr1uGZy5swZnbSrK8TExMDPz48nHuu7ZLOuwAKhV65caeyuqIWudA3FJC0A3M376tWrBuGhDXTFXTFJKzo6mo+5TXkNTFfczTFJS5diRDciKqqr9qybVfgxZbx+/RoZM2YEEaFu3bomLdi/e/eOZ5/rIvL51atXnHuNGjVM2r1i9uzZOo18fvXqFXc5qlKlism6V3z48IEvpBUsWFAnJdIUf/fy5cubrHvFokWL+G8+e/ZsnbT58uVLZM6cGURy+0FTLDn35csXFClSBESE7Nmz60yge/XqFQ9sKVasWJKDhPSBFStW8ACu0aNH6ySwA5A/51nWSKFChUwuq+v9+/e8RFaWLFl0OvhUfG94enqaVIZLbGws5s+fzzN0/fz8tM7cU4UPHz5wZ65s2bKpjfA3Bu7du8fv8wwZMqgtnSkIAj5+/IjHjx/jzp07uHLlCm7evImHDx/i1atXaoN6P3/+zNtPnTo1duzYobP7KSkIDw/H4MGD+X3ep08fnf7mgNydipVdc3Z2hr+/v87PoQ2OHj3K3z9p06Y1q/IY5iD+FChQADVq1OD/DwwMhI2NDfr27Svab+7cufG6PLLM+X379gEAd3U0ZfFHF9yjoqJgb28PiUSCsLAwsxF/dMH9xIkTIJKX8tU3DBzQY9V0rLpOskFoaCjKlCnDx7tBQUHG7pJahIWF8XeNLlxGFLnnzp3bpF1Ljhw5wl1aBg0alOSxqaLLUY4cOXSSEKEPhIeHc5eNlClT6mRBXpG7KbtXnDx5kpf5aN++vU4CZ//8+cNLVGfMmNEky64purC6urrqrCTgnz9/ULFiRe48YIrziXPnznEX1kaNGmldficu/vz5w4M7UqdObXKJEWFhYWjTpg2I5CWXjh49qtO22XsjZcqUWjuX6wv79++Hh4eHXtZVFJ+fbm5uWLNmjUnoGgDw6dMn7h7l4OCA/fv3q903ODgYT58+xd27d3Ht2jXcuHED9+/fx/Pnz9UGP0VGRqJZs2YgItjb22P69OlJcj3SFWQyGZYsWcKf7dWrV9f5elJ0dDQvv0VEGDhwoEms1z148IAnwdjb2+N///ufsbuUaPj7+4OI4Ovra+yuqIWuNJ3Ro0fzJC0A8Pb2BhFhyZIl+ut8EqEr7opJWgBQqlQpEJl2aWJdcDfXJC2jixjWzSr8mCsePXrEI8lN1b3i2bNnyJo1K3da0FXks2JEddmyZU2uPIdMJuPZ0hKJRKeLSc+ePeN2oCVKlMC7d+901rYu8ODBA+4oo2uHiZcvX/K2CxUqpHYx2RiIiIjg0e4sqjghCIKAqKioRGX+BAYGInfu3Dyj7fz580nvtI5w8uRJHnRToEABtZmGUqkUz549w82bN3Hx4kWcOnUK58+fx40bN/Do0SO1jltBQUG8DFPatGmxa9cufdJJNL5//85L0BARZs2apXK/nz9/4vTp01i6dCnmzp2LKVOmYPz48Zg+fTrmz5+PtWvX4tatWypFo48fP6JQoUJ8gLds2TKjL/ILgoB169bB3d0dRIQ8efIoBXDJZDI8f/4c27dvx9ChQ9GqVSs0bNgQNWvWRPXq1VG/fn20aNECvXv3xurVq3Hnzh1ER0eL2vj69StflLazs8PEiROV9jE0Xrx4wcVIIsLkyZNFwkxYWBguXboEf39/dOrUCQULFkSaNGng6uoKW1tb2NnZIUWKFEiXLh1KlSqF3r17Y82aNQgICBBx+/79O8qVK8fP07t3b6MGr0ZHR2PixInchSpPnjx88UEQBLx79w579uzBmDFjULduXZ7ZqG5zdHREmTJl0KdPH6xbtw737t3jIs/Pnz95ZhMRoXnz5kYtQ3Xp0iXuHGRra4upU6fqTYwLCQnhQShsoT4pmdBJwe/fv9G9e3fel/LlyxutL9oirvjDLIy7deuGt2/fol27dkiTJg0cHR1RqlQpHD58WHR8SEgI5s6dixo1aiBLliywt7dH2rRp0aRJE7XZhkRyN73g4GD07NkTGTNmhIODAwoVKoQNGzYo7e/s7IxRo0aJPkufPj0aNmzI///y5Us4Oztj/vz5Ks8pCAJSpUoFIuKLwXHFH0vlfvv2bR48zhBX/LFU7jNmzAARYfDgwSq/1yUMGdBj3ay6TnLDjx8/+HjXVN0rfv78yV1YM2TIoLMg/h8/fvDgjsyZM5tkgMP27dv5+Ld37946m4cpOttmyJDB5FwMvnz5wt010qRJk2SXFkWEhISgcuXKfG6vywCCpEImk2H58uXchbV79+4JajWCICAmJgbR0dEJzhFCQ0O5O5W7uzs2bNhgMov8T5484UF2KVOmVHtNCoKAwMBA3L59G5cuXcKpU6dw9uxZXLt2Dffu3VMbUP33719eksbBwQGzZ8/WmdtpUhAZGYnRo0fzZJ2OHTuqDD4IDw/H1atXsWrVKsybNw/Tpk3D+PHjMXXqVMybNw8rVqzAhQsXVPKPiIhA48aNuT48dOhQk3BcP3v2LHcHTpEiBS5evCj6XhAEfPjwAfv378f48ePRtm1bNG7cGLVq1UK1atVQt25dNGvWDN26dYO/vz8uXbqklMAbFRWFli1b8jllp06djJ6c+ePHD3Ts2JH3qVWrViItLioqCnfu3MHq1avRq1cvlCxZEunSpUOKFClgZ2cHW1tbuLq6Im3atChUqBA6d+6MRYsW4fLlyyL+0dHR6NSpEz9PnTp1jBq4KwgCNm3axEvKeXh4iFxkvn//juPHj2PatGlo3rw513jVbTY2NvDy8kLXrl2xePFiXL16lV/XUqmUOwARycuqG/Md//r1a+4URiQv6xMREaGXc8XGxoq0s9y5cxstKCEmJgZTp07l77QcOXKYdICEKly6dAlEhOLFiwOw3Lk9ANSpU0eUpLV8+XLO1ZK5x03SAoBevXqBiPgxlsrdXJO0dClGVE3spqtzJtfNKvyYDp4/f84HWXnz5sXly5eN3SUA/waKLNq9cuXKat1kwsLCcOvWLZw7dw7Hjh3DgQMHcOzYMZw7dw63bt1S6+ij6F6RIUOGeKPKDQnFgaKtrS22b9+utI8gCHj79i327NmD2bNnY+LEiRg5ciSGDh2KsWPHYtq0aVi2bJloQKyIt2/fcvcKNzc3rFq1yuhCQNyBYrly5ZQmapGRkbh58yZWrFgBb29v1K9fH9WqVUO5cuVQtmxZVKtWDfXq1UP37t2xZMkSXLt2TYm/onuFvb09pk6davRo/2vXrvFyKTY2Nli/fr3o+8+fP+Pw4cOYPHkymjRpgqxZs8LZ2Zm7PbCABTc3NxQtWhQ9evTAsmXLcOPGDdEk4/Pnz9wRhYgwYMAAo5Yf+/PnD7dFZAu+LLguJiYG9+/fx/r169GvXz+UK1eOZzaq2+zs7FCsWDF4e3tj+fLluHHjBg/y+fbtG2rWrMn3bd26tVFLMe3evZsHVLq6uvLBnVQqxdmzZzFr1iy0bt2aP6MSs9nZ2aFEiRLw9fXFypUruSXzz58/0a5dO75f9erVjebW8/79e156h4jQtGlTfP36FYIg4MqVKxg6dCiqVavG7ck12ezt7VGyZEn06tULe/bsQUxMDP7+/YtBgwbxfYoWLWoUt57Y2FgsWLCAX8OZMmXiE4Znz55h8ODBKFCggOie1nRzcHBAqVKlMGPGDHz9+hUxMTGYPn06f6Zmz57dKG499+7d4wtNRP+yjL58+YJp06apFXrSpEmDggULomTJkqhQoQJKly6NwoULczvRuJuzszO6d++OW7duKQWNGcOtJzw8HH5+fvw3LVKkiMGySQ8ePMgd6Zhbj6GC2QRBwKFDh3jgsKOjI+bNm6f3bBF94PLlyyCSBz8D/0SA6tWrI126dChXrhz8/PzQtWtXODo6wsbGBufOnePHX79+Hfb29qhVqxZ69eqFUaNGoUOHDnB1dYWdnR2OHz+udE4iuZucp6cnChcujAEDBsDX15cLp5s2bRLtnz9/ftSuXZv//927d6KsHkEQUKVKFZQrV07tImJgYCCI5BnP7B5h4k/Xrl0tmvuqVau4KMugTvyxNO6GqrUOGNyhx6rpWHWdZIdfv36hQoUKIJKXqNi6davR5/YMFy5c4Ekl2bNnVxvcGxUVhfv37+PChQs4fvw4Dhw4gCNHjvCFfnXlgxXdK5ycnLBgwQKTGHP8+vUL3bp14+NUdS6s3759w7FjxzB//nxMnjwZo0ePxtChQzF69GhMmTIFCxcuxOnTp1UuYCuWsbWxscHIkSONXlJeEARs27aNBwqrctGRSqV49OgRNm3ahIEDB6JBgwaoUaMGypcvjzJlyqBKlSqoU6cO2rVrh9mzZ+P06dNKiX2K7hVE8sAZYycoBgYG8mAbImUX1pCQEJw7dw5z585Fu3btkDdvXri4uPBAEPY7uri4IG/evGjXrh3mzp2Ls2fPirhFRkZyRxQiQsOGDY1adk4qlWLWrFnc4TBbtmw8cU4mk+Hly5f477//MHz4cNSoUYNrvPFt+fLlQ/v27TFv3jycO3eOa8FRUVG8tBORPDlT3yUm4sPNmzd58pREIsGoUaMgk8kgCALu3LmDJUuWoGvXrvDy8hL9zgltnp6e6NixIxYsWICrV69CJpMhJiYGY8aM4e3ky5fPaE6aYWFh6Nu3L+9viRIleLDF8+fPMXHiRDRo0ADp06fXWNOQSCQoUKAAOnXqhNWrVyM0NBQymQyLFi2Cs7MziOT6vbHcevbv389d711cXLBkyRLIZDKubZQsWZLrL9psEokEBQsWhJ+fH168eAFBELBjxw6kTp0aRPLAKWO49Xz69AmNGjXi/WzUqBE+fvyIsLAwrFq1SqT3KG6urq4oUKAAihcvznX7okWLIk+ePLC1tVXa38bGBo0aNcLRo0cRGxuLM2fO8KRc5tZjyEC+uK48hlw7unv3Li+ZxHQ0QzrI3r17V7R+0LdvX5OucKEOYWFhkEgksLOzQ2RkpMXO7QVB4M+J9+/fAwBu3LgBIoKXlxcAy9U1WJJWgQIF+GerV68Gkdwl0ZK5T58+HUTml6SlSzFCICJZYjZdnTO5blbhx7QQFBTES1RIJBL4+fkZNdo/7kCxWbNmvD/MvWDhwoXo1KlTohZA2YBYVdT7p0+fRFHWHTt2VCsW6RuqBorsBREeHo69e/cm2r0g7oBYMer94cOHAOTR861ateL71apVy2huPQ8ePFAaKP79+xdSqRQHDhyAt7c3ihUrxiPUNdlsbGxQuHBhdOvWDbt27UJMTAxCQ0NFE9CSJUsaxa0nIiICw4cP55PyggUL4saNGxAEAVevXkWXLl14qRJ1m729fbzigK2tLYoVK4bp06fzRf7Jkyfzv6Wx3HoUXXkcHBwwa9YsSKVSPH/+HIMHD1Yr9OTMmROlS5dGlSpVUKtWLVStWhVlypSBp6enyr+Do6MjunXrhps3byI2NhYrVqyAq6sriIzj1hPXladGjRoIDAzkAgBzJFPcnJ2dUaFCBfTq1QvDhw/H+PHjMWXKFIwdOxZDhgzhTi6qnoUVK1bEtm3bEBUVhT179oiCiJYuXWqwRX6pVIq1a9fyAItUqVJh27ZtCA0NxapVq0QTVbZlyZIFTZs2xZQpU7Bz504cPnwYp0+fxpkzZ3D06FHs2bMHCxcuRMeOHZE/f34l/pkyZcKkSZPw8eNHXLx4UeSSMmrUKIOUXxMEAZcuXRK58nTt2hXfv3/H3r17RUFmRPKgrOLFi/OgrFu3buHbt28IDQ3lmZshISH4/Pkzzp8/j/nz56NDhw7Ily+f0nOhY8eOuHLlCh4+fMgdJ9h7jj1n9IknT56gX79+osyi8+fP4+LFi2jXrp3oeZ42bVrUq1cPY8eOxd69exEUFBRv/37//o1z585h3rx5aN++PQ9QZVvp0qWxYcMGvHz5UuTWU758eWzdulWvix2fPn3ClClT+LPb1tYW48ePN7g71M+fP0VuPRkzZsSECRPUOqAlFX/+/MHy5cvh5eUl+ns/e/ZML+czBBTFnx8/fnARgEjurqUIlhnToEED/llISIjKEpcfPnxApkyZRIIDA2vfx8dHtCD55MkT2NraipxkgH8uQvXr18ewYcOQI0cO2Nra8sDFJUuWwMHBId7Fjo0bN/I2GJgokilTJsTExFgsd2bnvnjxYv7Z5s2b+fULwCK5h4SE8PnG69ev1f59dAUDB/RYNR2rrpMs8ffvXzRp0oQ/T5o2bapTp1tt+jNw4EDen2LFivEFhujoaO5e0LNnz0QvgObIkQMtW7bEjBkzcPLkSa7bREREiFwBK1asaFSnoiNHjvBxoJOTE5YuXQpAHuB/+vTpRLsXxN1y5cqF1q1bY9asWbh48SJkMhmioqIwYsQIPg8uUKAAbty4YRTeX7584e9VIkK9evXw4cMHrm0MHDgQFSpU4Ivymm65c+dGmzZtsGLFCvz58wexsbGYN28eHB0dQSR3aTKGW49MJlOrMTx//hx+fn5Kc5W4m52dXYJaV968eTF48GA8f/4cgiBgy5YtIqcMY7j1PH78mLvyEBF69uyJP3/+4OvXr5g+fbraazxDhgwoWbIkKlWqhFq1aqF69eooV64cvLy8eGCQ4iaRSNCgQQMcOXIEsbGxOH78ONdNjOHWE9eVx9PTE9euXePBDaq0DVtbWxQtWhTdunXD0KFDMW7cOEyZMgXjxo3DsGHD4OPjg1KlSqnk7+npCX9/f/z69Qu3bt0SBRENHTrUYIv8giDgxIkT3JWHJUhGRERg7969PMBQcUuVKhVq166NUaNGYdu2bTh48CBOnjyJs2fP4tixY9i3bx9Wrlyp9l3g5uaGfv364dGjR3j16hV3/iIidOjQwWBl954+fYoOHTrwc1etWhWvXr3CpUuX0L59e6V+e3p6okOHDliwYAEuXLiAz58/IyQkBNHR0VyT/vbtG09Y9fHxQfHixZWeA3Xq1MH+/fvx8eNHHoxPJHeBOHTokN4DWD9//oypU6eKnjWbNm3C48ePMWDAAFEinqurK6pUqQI/Pz9s3boVT58+jbd/ERERuHHjBpYvX841f8Ugn1y5cmHOnDl4+/Yt+vTpI3oWLly4UGcVHFQhNDQUK1asQOHChfl5jbFeFNfp2tXVFX369OHrOrpGTEwMdu3aherVq4vGXmfPntXL+QyFggULgohw/vx5i5zbA/IqLETiJK2IiAg4ODhAIpHg7du3Fst96tSpICJ06dKFf/b48WMQyd0M//79a5HcBUHg4w1DrG2ZakDPZCKapGLzJ6IrJBeHDhLRJF2dM7luZBV+TA5RUVEYN24cHzzly5fP4G49quwbN23aBJlMhqtXr6JTp04qJzf29vYoVqwYL8PStGlT7txSpEgRlRNjR0dHdO3aFTdu3EBsbKzRIq4Z4to3soHiixcv4Ofnx/8mihtbAB06dCgmTZqEWbNmYe7cuZg2bRrGjRuHHj16KA2I2VahQgVs3boVERER2LlzJw8QcnNzw/Llyw228Pj3718l+8azZ8/iy5cvKgUAGxsbFCpUCF26dMGiRYtw5MgRnDt3DtevX8f169dx7tw5HD16FEuXLkX37t1RpEgRJf6Ki5pnz54VRfuPHTvWIMKnVCrFvn37RK48o0aNQnBwMFavXq2U3eDu7o7q1atj2LBh2LFjB168eIHw8HA+QGA2zb9//8bVq1exZMkSdOvWDYULFxYFudjb26NDhw64fPky7t27h+LFi4smw9euXdOrCMSCGxQzysqUKYP79++rFACYaDdnzhycOXMmwQnb379/ceXKFSxatAhdunThQgfbSpUqhfXr1+Pp06eiQIpy5cph8+bNel3kf/r0KQYOHMgDWlxdXbF8+XKcP39eKbghX758GDBgADZu3IiHDx8mWpwKCwvD5cuXsWjRInTq1Imfiz0vRo8ejYCAAJFbj74X+ZkAwNw6iORBmpcvX1YSANKlS4eRI0fi6NGjWpVICg0NxcWLFzFnzhw+YaP/F89atWqFo0ePitx67Ozs0K5dO1y8eFHn170qASBTpkzYs2cPpk2bJvp7uLi4oGfPnrh69WqSrsGQkBAcOXIETZs2Fd33RYsWxZo1azBt2jSR0FSyZEmsW7dOpwG8MTEx2L17t0gAIJJnE+3du1cU7GFjY4MWLVrg9OnTOvn7v3r1CsOGDeMZwURyAXHy5MlYtWqV6D2aJk0ajBw5EoGBgTpgLX+2nTt3Dq1btxbdy8WLFzeYK486HDx4UPQstLW11enf/dGjR+jbty/c3Nz4OTJkyGAyGfJJBXMUmz9/PhcBcuTIoZJb9uzZkSZNmkS1yxY549qms2eCKmGejRMVM+NkMhnmzZuHvHnzwtXVFaVLl8aJEycAyANR3NzcMH36dADAihUrkCNHDtjY2KBAgQI8s5W5OqxZs4a3KwgCdzPcs2ePRXIPCgqCjY0N7O3tRe+c8PBwHlQcEBBgkdyXLFkCIkLNmjUT1e+kwsABPVZNx6rrJFsIgoD169eLAuiN4dajGEivWPY2Pm1DIpHA09MTVatWRd26ddGkSRM0bNgQNWrUQOnSpblWE/eYBg0a4PDhw4iNjVUKpDH0WCSuKw8LLPr69StmzJih0mXSzc0NVapUwYABAzBhwgTMmDED8+bNw4wZMzB+/Hj07dtXbRBMvnz5+KLm9evXRdrCyJEjDeZYI5VKsXnzZj4Gd3d3x7p16xAaGqpS2yCSJ+m0atUKM2fOxIEDB3DmzBlcvXoVN27c4C5N8Tn1urm58UXNZ8+e8fJjRHLXPUO4tgiCgMuXL4tcedq0aYPPnz9j3759qF27tqjPjo6OKFu2LPr27ctLBoeGhorm+lKpFGFhYdypuG/fvihbtiwPWmJbrVq1sHfvXrx//14UyFe9enUcPHhQ79c90zYUXXlOnDihMrghQ4YMaNSoESZOnIhDhw7h06dP8bYdHR2Nu3fvYu3atejduzdKly4tai9nzpyYPXs2Xr9+DR8fH/55njx5MH/+fL2WY4qrbUgkEgwfPhwBAQEqtY0ePXpw5+jElueJjo5GQEAA1qxZg969e4sSvpydneHj44Pr16+L3HrYIr++khRDQ0OxcuVKnghMJHflOXfuHKZMmaKkbfj4+GDXrl0IDAzU+P0TFRWF27dvY8WKFSKNnEgeRLNjxw4sWLBA9EysWbMmd2jWJZi2oXiPu7i4YPHixVizZo1I67GxsUHz5s1x9OjRJAVYRUZG4sqVK/Dx8RFxzJo1K6ZPn45NmzZxFw42P5k1a5ZO3ccFQcCFCxfQtm1bkbbRqFEjnDp1SvT3IJJXVNixY4eo7Ji2+P79O+bMmcODxtiz09fXF/v27eOOf+w936NHD52WdHz06BH69esn0jYyZ85s9IoOd+/eVdLY2N9dF+s3Hz9+xMSJE5EpUybevqurK/z8/MzSlScuxo0bByL5uoclzu0V+9K7d2/R+VjZvjFjxlgkd6lUyt9BcR3pFXUuS+R+9epVPt7QxfM3IZhkQE+CJyLqTkRhRFTYUOe01M0q/Jgubt++zQelEokEHTt21Psiv1Qqxf79+0WDk4YNG+LFixdKAoBEIkHJkiXRs2dPrFq1Crdv307woRUZGYlbt25h5cqV8PX1RfHixUVODmxR89GjR6IJg74X+ZkA0KFDBz5BzZAhA/bs2aNSAChbtizGjh2Lffv2JeheoAjFqPfu3buLnE/Spk2LUaNG4datWyK3nvTp02PcuHF6q8/77NkzUXADkdyV59SpU0oCQN68eTF79mxcuXIFf//+1fhcERERuH79OhYsWKByUfPIkSMitx47Ozu0bdsWFy5c0Pl1ryq4oWDBgjh+/LjS3yNdunQYM2YMnj59qtZaLzEIDw/HsWPH0KxZM9Eif5EiRbBu3TpMmjRJaQF6zZo1Wv2t1UFVcIODgwNmzpyJNWvWqAxu0FVZpNevX2P48OGiSW+qVKkwdepULF26VGmRf8SIETorR6VKACCSZ9mcOXMGlSpVEgkAbJE9Kb+3Iv7+/Ys1a9YoPUP79++Pbdu2iYIrFBf5k3p+dQKAp6cnNm/ejAkTJog+16UAoNiH8+fPo3Xr1qKgvrZt2+Lo0aNo0aKF6H7w8vLCsmXL8PLlS635h4eH48qVK0oCQIYMGTBu3DgcO3ZMlJ1ZoEABLF68WC9i+7t37zB27FiRzXWNGjVw8eJFjBw5UuTyljJlSvTv3x87d+7E69evNXruCYKADx8+4MCBAxg1apSSANC7d29cvnxZlDWdIUMGTJgwgWdp6xoRERHYuHGjKFu0aNGiuHr1KtauXSsKZJRIJKhWrRpGjhyJ//3vf4nmr5hZ3qtXL3h6eorupVatWuHs2bMmU+5C3T2ZOnVq1KlTB6NHj8bu3bsTFF2/f/+O48ePY/r06Sozy6tVq4b//e9/Bncj0icOHToEIvkiwZs3b0AkD0pUhUqVKsHGxkb02ZUrV9CmTRtkzZpVZVD6tWvXRPsTyV0MVIGJMYm9d2rXro0SJUrwcTYba505c4Y/G3fu3AkieRB93Pe+YtAHE0AsiTsr+dmhQwel4/38/EBE8PX1tUjuTCTfs2dPotpMKgwZ0JPQZtV0rLpOckDcErc1atTgore+wMrnKjoYFC1aFLdu3VKpbXh6eqJTp05YuHAhLl68mOCCUWxsLB4/fozNmzdj0KBBqFSpkijIgS1qvnjxQhRUkydPHsybN0+vWfWsfC7TWVgw0YULF0RaD+sPcy949uxZogMvpFIpHj58iI0bN2LAgAFKi/ze3t64cuWKyK3HxcUFvXr1wr179/TCW5XDbL169XDx4kWV2saoUaNw6tQprX4LqVSKBw8eYN26dSoXNbdt24Y5c+aIrokaNWpg9+7dOl/kDwsLUwpuSJs2LbZt24aZM2eKtA1nZ2f4+vri+vXrSepHTEwMbty4gZ49e4qC27JkyYLp06dj/fr1Il0je/bsvAyzrqBO2+jZsycOHTok+nvY2NigWbNmOHnypE60jeDgYMyZM0dUjtzBwQG9e/fG7t27RYv/Tk5OvAyzLqBuHuXl5YXjx4+jY8eOor9HpUqVsH37dp1pG2w8V6dOHdF5GjVqhCNHjqhd5NfF+R8/foz+/fuLApXSp0+PGTNmYN26daJrLn/+/HrRNlQFWJQrVw4nTpxAr169RPdD5syZMXnyZNy7d0/r+y0mJgb37t3DpEmTVGobZ8+eFa0bZMiQAePHj9eLtvHr1y/4+/uLtAZPT08cO3YM8+bNEwW3ODg4oEOHDtiwYQMePHig8fv+58+fOHXqFGbMmKGkm7ds2RLHjx/HlClT+PuM/T3u37+vc94AeJBuw4YN+fpNxowZsW/fPhw8eBB169YVXffFixfXOCkyNjYWT58+xdatW+Hn54eyZcuK2qxatSp27txpUtqGKmckFxcXVKxYEYMGDcLmzZvx+PHjeMcWLBGSVb6I63ZesGBBLF26lJc6tAQoJvLcunXL4ub2169f52OuuPekYtDH8+fPLY77woUL+bMx7nhj69at/PnAysxbEveGDRuCSB6sZQiYZUAP5ILFKSI6ZMhzWuJmFX5MG3HdetjDT9eL/KoEAA8PD6xbtw5Tp05VGdzw9u1bnZz7zZs3Khc1Z8yYgUWLFokmJqlTp8bw4cN1ZkmvKrvBxsYGXbp0wfHjx3lmlaIAoMsMf7bIH3dRkwlLcbMM2EQ8qQIgK/kTt8RMxYoVcfDgQb6wws7bvHlznDp1SmfBDYB8Mn7x4kWlyXjHjh1x5MgRtGzZUnTdFypUCEuWLElwQBwfvn37hsOHD6sMbvD398f27dt5GSR9CACKCAoKwrhx40SL/LVr18bly5cxevRopE2bVnQv9unTB1u2bMGTJ0804i+VSvHo0SNs2rQJPXv2VApuGD9+PG7cuCESmj09PbFo0SK9ZRJGRERg06ZNoklayZIlcePGDaxbtw4lSpQQ3Q+VKlXCkCFDsG3bNjx79ixR12FISAgvA9SuXTtkzJhRSQAICAjA/PnzeZZhunTp9CYAMAiCgGvXrqFz586iUmvnzp1TWf7I3d0d1apVw9ChQ7F9+3Y8f/5cLX+ZTIaXL1/iv//+w/Dhw1GjRg1R0CATAM6cOYO7d++Kgot69OihNwFAEZ8+fcKkSZO4DXq6dOmwe/duvH//HhMmTOA10BX5KzpiPXr0CG/fvsXXr1/x48cPfPz4Ea9fvxa5YXl5eSmVfGMCwO/fv+Hn58cnyUWKFMGZM2cMEuwRHR2NzZs3i0qtLV++HOHh4diyZYsom1XxXVizZk2MGDECa9euxbZt27B3717s27cP27dvx/r16zF+/Hg0aNBA9CxRJQAcPXpUlCk9b948gwoi586d40IXyxCPiorC9evX0aVLF5WTslSpUqFWrVro3r07+vTpgyFDhmDQoEHo1asXOnXqhFKlSqksC6FY4s2U8fnzZ0ybNk2tBX6qVKmQL18+FClSBKVLl0axYsWQP39+0fMs7v3Sv39/PH782NjU9ILY2FieUb9p0yYQEbp166Zy32rVqoGI+P/37dsHGxsbuLi4oFmzZhg6dCgmTJiASZMm8X3jlrwkkgdGqQJboEzMWHjNmjWws7Pji3gVK1ZE3rx5+XPn79+/cHd350GGqmpuK5ZlOn36tMVxZ+9hVY6kTOxydnbGgwcPLIo7exdmzpxZ54uc6mBKAT2wajpWXSeZIK5bD5HcRYOVYdYVVJWYsbOzw4QJE7Bp0yalwBNdahs/fvxQuajZp08f7Nq1SynDn5Vh1sUYPCYmRqW2UaNGDZw5c0b0ua6DGwDw0uRxF/mbNWuGI0eOqNRctm3blmiXEHWIjY3FhQsXVDrMrl27FjNmzBCNr/Wlbaha1KxYsSJOnDiB3r1783ed4hj91q1bWifr/fnzBxcuXFA6Z/r06TF27FicOHFCtAiuT23j9+/fWLRokWiRv2DBgjh16hQWLFggSiCxt7dHu3btEp0MqQhBEPDmzRvs2rULw4cPF5WCZ9rGtWvXRMlx+k4MjI2NxdGjR9GoUSM+t86SJQsOHz6MgwcPikots3l3r169sHr1agQEBCRqHhq3DFDcxA2mbezdu5fPhZ2dnfUa3MDw4sULDBkyhD/XPTw8sHHjRpX3g6OjI8qUKYM+ffpg7dq1uHv3brz8P336hEOHDmHSpElo1KiR0tyvSpUq+O+///D27Vs0atSIf163bl2DaBssSZAFzDk6OmLOnDn4+fMnlixZwp1FFfkrOmIFBAQgMDAQnz9/xo8fP/D582cEBgYiICAA69atU+uGxbSNX79+KTn7b9261SDahiAIOHXqlKjU2rBhw/D3718cP34cTZo0USo/7+zsjPLly6N///5YuXIltm7dit27d2P//v3477//sHHjRsycOROtWrUSvSvZljFjRkycOBEfPnzAgwcPRHpp3759DeYAB8jnZZUrV+bn79y5M37+/ImXL19i6NChIodmRf4VKlRA165d0bt3bwwePBh+fn7o3bs3unbtiipVqoh0arYplngzZYSGhmLVqlUqHfCI5EE+efLkgZeXF0qVKoUSJUqgQIECyJYtm9K1wt4Vbdq0wfnz500mKU3XYCVBhw8fblFze3d3d67rVqpUSakNQRD4dbJo0SKL487eVf7+/kptREZG8nWuvXv3WhT3FClSwMbGBhKJBO/evUuwTV3AnAN65hFRiCHPaYmbVfgxD7x9+1Zpkd/d3R2+vr5Yt24d7t+/r5EQHB4ejqtXr2Lx4sVo1aqVkgDg7++Py5cvsweEXgUAhsjISGzevBnlypXj5yxTpgzu3LmDDRs2oFSpUqJBTtmyZdGvXz+sX78+UfwFQUBQUBD27duHcePGoX79+koCwLhx4/DixQsMHz6cLwjnyZMHixYt0mtNWMVF/ril1uI6BykOiBMT9R4VFSVyL4hbC9nV1ZVni504cUJU/3r06NF6DW5g+Pz5MyZPnqxUau3Dhw+YOHGi0gSWRb0PHDgQmzZtwq1bt/DkyRMEBgbi/fv3ePHiBe7fv4+jR49i6tSpaNasmUjAJPrnwnLmzBl8+/YNbdu25d/VqFHDIMENgHyRf+PGjTygLUWKFFi9ejUiIyOxbds2bkuouLm6uqJSpUoYPHgwt5jdsmULtmzZgjVr1mDx4sUYOHAgKlasqNISnAU3REVFYd26dUa1gj99+rSo1Nq0adMQHR2NGzduoGvXrkqTeDaxq1KlCtq2bYtu3bqhV69e8PHxQadOndCsWTORcKZKAAgJCcHz589RsWJF/l3Xrl31eo+rwr1790STvgEDBiAsLIwHWKqazLPrP3PmzMiTJw8KFSqEvHnzIkuWLConwURyS2AmAMSt+5w7d25cuHDBoLwBIDAwUJRR2LZtW3z//h3R0dH43//+h6ZNm4qESk03W1tbFC1aFAMHDuQCwOXLl/m1YWtri/Hjxxslwyc4OFhUaq1GjRq83FRAQAAmTpyoUrhLzJYqVSrUrl0bo0aN4gJAaGioyJWnfPnyeP78ucF5A/LJDrNEJZJnizM78uDgYOzfvz/eACV1m6enJzp06MAzsA21MK4rCIKA9+/fY//+/Xx8ohhcqmpzdXVFlSpVeADw06dPLaKsVkKYOXMmiIiXhUysCODl5QUnJyc8ffpUad9evXrpTQT4+PEjPDw8MH78eP5ZqlSp0KZNG9F+JUuW5IKeuvuT9ZPdz5bCnZWCKVKkiNrxB3OTmDBhgkVxZ6J33Nrx+oQJBvRYNR2rrpNs8PPnT5WL/G3atMGSJUtw9epVjcqvMveCdevWwdfXV6nEzNixY3Hr1i2+cEL0T+vR17xHJpMpLWpmy5YNx44dw+HDh9GgQQOl7PPu3btj6dKluHbtWqL4BwcH48SJE5gxYwZatmwpSghgTjgBAQFYsWIFDyZJnTo1xo4dq7fgBga2qMl+i1SpUmHbtm148uQJBg0aJArqYvMVb2/vBEsBxXUvqFKliihQRtFh9uHDhyJ3zC5duhhE22DJcsxJg7kj/fz5E0uXLhWVYSaSB5sVL14cPj4+WLFiBa5evYpHjx7h9evXeP/+PV69eoWHDx/i3LlzWLBgATp27KjkXkD0zwUlJCQEo0eP5jqep6cnTpw4YRBtQxAEnDx5UqmMe3h4OE6ePKnk0Mzu/RIlSsDX1xcLFy7EqlWrsHnzZmzduhVr167F0qVLMWrUKNSuXVvlIrmitnH27FmuHdjb22Pq1KkGKfnA8OTJE1FySo8ePfD792+VZZjZ5uDggFKlSqF169bo0qULevXqhZ49e6Jz585o1aoVihYtKkrwY5ticMOPHz9ETmRVq1bVWfJnYvHp0yc0btyY96Fhw4b4+PEjD7BUDL6Iyz9TpkzIlSsXChUqhHz58iFbtmwq/1ZE8kSfvn374uHDhxAEAZs2beLJrx4eHti0aZPBF/9DQkLg7e3N+1iuXDk8ffqUl8Du3LmzWm0usVvevHnRuXNnrm28fv1a5MrTsWNHvbq+qUNUVJSo1JqnpyeuXr0KQL5+M2fOHLRp00YU5JrYzdnZmevdrHyZTCYTlW3PkSMHzp49a3DegPw97+/vz7XmjBkz4siRIwDka02nTp3CrFmz1AYoqduyZs2KZs2aYerUqUkul2YsBAcH4+TJk5g5cyZatmzJtW51m729PUqWLMmDHe/cuWPQZ7excPLkSRARHy9Yyty+TJky/L7Yvn27yrZWr14NIuJrnJbCnRklODs7q51jjB49GkSE5s2bWxR3tt7YpEmTeNvTJcw5oGcnEf015DktcSOr8GNWiIqKwrZt20QL0WxTjHqfPXs2Fi9ejNWrV2PlypXw9/fHjBkz0LVrV5XuBYoCQFRUFKZOnSoaKJ45c8agPE+cOMEz1h0cHDBr1izExMTg5s2b6Natm8pFficnJ5QtWxaNGzdGmzZt0KVLF7Rv3x7NmjVDzZo11S6OKdqgXrt2TTQJHz16tN7KfKnD7du3efkdiUSCIUOGIDw8nNd7z5cvn9qBYKpUqZApUybkyJEDGTNmRMqUKVVOgiUSCYoWLYolS5YgJCQEISEhIleeMmXKGCXDX93kLCYmBrt27UKrVq0SHBDHt7FAECYAAMDu3btFjhkrVqzQqRNRYvH161e0bNmS97V27do8svfevXuYMWMGWrRowd0JNNly5syJVq1aYdasWXj48CEAuSuXoitPs2bN8OXLF4PzBuTiX58+fXhfSpYsyQdqv379wrFjxzBt2jQ0b95cKTBL3RY3C+j+/ftc4FizZg13A8iUKRMOHz5sFN6APKBLsdRarly5RFbsX758wZEjRzBlyhQ0bdpUZBuuasuYMSMaNWqEiRMn4tChQ/j06RNv6/v37yhdujTfd+DAgTp1etMUMplMJLSnT59eqeb258+fcfjwYUyePBlNmjRB/vz5kT17dqRLlw4pU6bkIliJEiXiFcPXr1/P33tFihTRqdOattizZw9/9qRMmRLXr19X2ufTp084ePAgJk6cCG9vb3To0AEtWrRAs2bN0L59e/To0QOjRo3Crl278ObNGyUR7+fPn9wJy9HREfPmzTOJoI8LFy5wccvd3R2XLl1S2oeVEDt48CDWr1+P5cuXY/78+fD398fKlSuxceNGXLhwwSyFnsRAEAR8/vyZB6jeuHEDd+/exbNnzxAUFGQSv6Mx8O3bN1FQcmJFAEdHR6ia78hkMp5hqQ8RoFGjRvDy8hIFD6ZKlQpNmzYV7cfErFq1aqlt6969e3wsYyncpVIpfx+vXLlSbVv79u3j7wlL4X779m1+HSu+q/UNEwzosWo6Vl0n2UEmk6ld5LexsUHhwoXRrVs3zJgxg497Vq9ejcWLF2P27Nno27cvypQpo1ITYdoGSw5hi8Pu7u5Yu3atQee5jx49Es09evbsiT9//qgsw8w2W1tbFClSBI0aNUKrVq3QuXNndOzYES1atEC9evXUagGKJWbUJQ4YEnFLrbG5NnNoLl26tNJvz35/Dw8PZMyYETly5EDmzJmROnVqlU6WRHKtjpXPlUqlmDlzJt83W7ZsOHnypEF5A/L5e9euXXkfK1asiBcvXvAyzN27d0fBggVVOhMkZrO3t0epUqUwcOBAnhhw69YtkWPG8OHDk+yApA0iIiJEyYEFCxbEzZs3Acgdmv39/dG5c2cUKFBAY/7p06dHgwYNMH78eB7cEBkZKXLlKVGiBP+bGBqxsbGYO3cufy5lyZIFp06d4n+XCxcuiAKzEsPZxsYGXl5e6NatGw96ZGOrc+fO8WA+FxcXLFmyxCg6HiCft23evFkUYLN//37+vaJ7dPv27dVqumzz8PBAjRo1MHz4cPz333+iUuTR0dFo374937dRo0ZGd6U9fvw41+kcHR3x33//ib7//fs3zp07h7lz56Jdu3bw8vJCzpw5kSFDBqRMmRIZMmRAzpw54eXlhXbt2mHevHk4d+6ckvPM5cuXeVAkSwI1NhSfPba2tti8ebPSPr9+/cKZM2cwe/Zs+Pr6olOnTmjVqhWaNm2Kdu3aoVu3bhg8eDA2bdqER48eKSXrxsTE8BIxRHJXnoRKYxoCL1++RKVKlfhzd+3atSr3+/HjB06dOoWNGzdixYoVWLhwIRYsWIAVK1Zgw4YNOHr0qE7dCk0NzMHo4cOHuHnzJu7cucMTkpND8I4qyGQyUbCfJcztAXCNM126dGp/27CwMFFwt6VwZ/MNHx8ftW29ffsWEomEr1NaAvfg4GDO5/jx4/G2p0uYXUAPEdkSkS8RxRLRBUOc05I3q/Bjvrh//z4fEGsa9W5ra4tixYrxBVDmwvL8+XORK48xB4qqgkxevXrFvzt9+jRmz56tUdS7onvB7t27+cNbEARMnDhR5cTbGIiKisLYsWNFbj2Kkag/f/7E6dOnMWvWLLRu3VpUvzruJpFIkD9/fnTq1AkLFy7ExYsXRb/py5cvedQ8C55KakmvpEAmk2Hx4sU8qjlTpkxKokTcqPfixYujQIECyJEjB7JkyYK8efOiSJEiqFatmlr3Avabs7+TokuGsSAIAnbu3MndetKmTasy8OD79+88K3HAgAHw8fFBx44d0alTJ/j4+GDAgAGYNWsWTp06pTJbJTAwkN8zqVOnxvbt203CyvPMmTNcpE2dOrXae/Dbt284ceIEt6dduXIl1q5dy61r1dXpFgSBuzsQGceVRx0U3Xo8PDxw5coVtfv++vUL79+/x8uXL/Ho0SO8ePEC79+/x8+fP9Ue8/79ey6c5cyZ0yiuPOoQGBjIB+wpUqTQed8WLFjAf/ORI0eaVN3t4OBgntHn6uqK06dP66ztz58/87KNOXPmVJnNYEz8/fuXO6M5OTnh2LFjxu6SFWaCHj16iJ7jqhBXBMifPz9SpEghCpyIOw7QtQiwZcsW2NraKr3LKlWqhJQpUyIkJAQAcPHiRd6HhAJMGzRooLH4Y8rcR44cyRdiwsLC1LYXGxsrcvA0d+5RUVG8bETBggXVtqUPmEpAj1XTseo6VsgRFBSEZcuWoUePHmodKeLb8ubNi/bt22PevHl8zvzz/9g76+goki6K34kLFnxxd/dd3N2Ds4u7E9zd3eHDZXFd3GFxCO4eAotDQiA+fb8/QhczySSZSXqSSdK/c/rsMlJdL2Ndt9677/NnPVeemjVrxojrriEMJZnI37t+fn68cOECFy5cyHbt2rFAgQIGk1xCH6Hdeu/cuSPWsps3bw7T2je2CN1qzcXFRe969/v376JtcHiFd7pHxowZ2ahRI06aNImHDh3SS1L6+vWrXmGUnDwVm/zzzz96bj2hN999fHz477//ct68efzzzz9ZvHhx5s2bl1mzZmX69OmZLVs25s+fn2XKlInQvWD79u0i2TtXrly8cOFCDEZpGN1CQVtbW27bti3MY759+8azZ89y7ty57Nu3r3CnadWqFTt27MiePXtyzMR8lGUAAQAASURBVJgx3LNnDz09PcPoNd++fRPt3GRXHktwKX3w4IFw67G2tubGjRsNPk5unbZ161auXbtWJC6uW7eO27Zt4/nz58MtPtqzZ49IHIoNV57wePPmjWiBZWVlxdWrV4f7WB8fH9E+/M6dO3z48CFfvnzJ9+/fh5uY9OPHD5EomDhx4lhx5QkPLy8v4SKq0Wi4bNkyRcc/dOiQ0IgbNmwYK6484eHv78+BAweK798FCxYoNrafnx/r169PIKSoIyY3jI0hODiY48aNE7HPnDkztqekEkdYtGiReN+0atXK4GPiytqeDHGqk+cwduzY8AMnOWrUKPHYtm3bGnxMXIp9/fr14ncvMt1Zt5j7zz//NPiYuBS7/P2cOnXqGE0qtsiEHgDPwzleAQgAoAXgB+APpc6ZUA9V+Ik/fP36lSdOnODMmTM5ePBg9unTh507d2bXrl3Zr18/Dh06NEIr36tXr4pEgti0bwzNkSNHhFtP6tSpw7UL/vLlC0+dOsU9e/Zwy5YtXLt2LTdt2sRdu3bx0KFDfP78ucHFTnBwMLt16yZ+fGLDlSc8rl69KjZkU6RIEca9QhdfX19++vSJnp6efPbsGV+/fs3Pnz9HmPF98+ZNUe1ctGjRWHHlCY8nT54IJ6rw3CuiilarZd++fcVrPn/+/Fir5jHEu3fvWL16dQLhu1dElfv374tWRsWLF+d///2n2NhK8O3bN70F68mTJxUZV5IkYe+o0Wi4fPlyRcZVEn9/fzZt2pRAiE2lUskdL1++FM5OhQoVijUnpogIDAwUdtkODg6imi+6zJw50yzCipIEBQWJKlY7OztFXvePHz+KSoV8+fLFetVeeAQHB7NLly4i9ph2A1SJm3z8+FFcr5YuXdrgY0KLAMuWLRPXkT169GDfvn1ZvHhxOjo6it8cJUWAd+/eMXny5Bw0aFCY+/bu3UsAzJ8/P/v37y8camrUqBFp7K9evRIOPeXLl4/TscvjABG788jcv39fbAhXq1YtTscuO6cBiPECgphM6FE1HVXXUTEdX19fXrp0iYsWLeLQoUPZr18/du3alZ07d2afPn04ePDgcN0LSP2E7iRJknDlypUWseF79+5d4dZjZ2fHnTt3Gnzcjx8/ePHiRe7bt4/btm3junXruHHjRu7YsYP79+/n3bt3w3UpXLx4sXA9iQ1XnvDw9PQUm/A2NjbcsmVLuI8NCAjgly9f+ObNGz579oyenp78+PFjhK3I3r9/zyJFihAA06VLFyuuPOHx5csX4SxhbW3N9evXKzq+rgtrjx49YsWVJzx8fX3Zs2dPoTmtXLlSsbF1XVjTpk3L69evKza2EgQHB3Po0KFCe1myZIliY//9998i8bFnz54WpeORIbqTboKDUhrEjx8/RNJeqlSpLMJx2BBTp04Vsc+bN0+RMQ8dOiSS9jp27GixTrWzZs0Ssc+dOzfa4wUGBrJBgwYEIi54tAR0kzOUet1V4jfBwcHi2iVHjhwGHxNX1vYDBgwQydtZs2aNdE/R399fOLXly5cvTsfeq1cv8Zvcp0+fCOMmQ/Z85M4DRYsWjdOxy+cGwAMHDkQau5JYakLPSwAvDBzPAFwDsARAXqXOl5APVfhRIUOqg+U+33Xq1LEI+0ZdvLy8RIJD0qRJRW/a6BIcHKy3iSz3fbUkfH19WadOHQIhVRgROXeYgru7u7CErVatWoSV0bGFn5+fqC50dnbmv//+G+0xJUlir169IhUTY5uAgAA2a9ZMJHco8bo/ffqUadOmFRc2sV21Fx66lrJOTk6KfN4nTJhglIga2wQFBYk+5ErE/u7dO+HgVqZMGYtxJDKEbnKlk5NTtKsrV6xYIS6u16xZo8wkzYRWqxV26c7OztFKYPT29hYbJgUKFODHjx8VnKnySJLE3r17KxK7SsJh6dKlYnPo2bNnYe4PLQKQ5Jo1a1i4cGE6OTkxRYoUbNSoEW/fvs2xY8cqLgI0bdqUOXPmDHdjafny5cyWLZsQPxInTmz0xuO0adPENYyhBM24Eru86Rpeco4h5M0hJycngxvZcSF23daZU6dOjSxkxYnhhB5V01F1HZUY5MWLF8KFNW/evKJ9s6UQFBTEPn36iASHtWvXKjb29OnTxXfr9OnTFRtXKSRJEq50Go1GseSO9+/fM0+ePARCXJ0t7TUnQ2LXrUYPry2LqaxcuVKMOWHCBItIXAuNJEmcOHGiorF/+/aNJUuWJBDiwmop7jSG0P1cKvGe37Nnj7h2HjlypEW+5jLz5s0Tsa9atSpaYwUEBIikwPTp0/Phw4cKzdI8LFmyRLHY//33X+HM07dvX4t+zUl9DSoih6bI0Gq1QhN1cXHh7du3FZyleVi1alWc0d9ULIPjx49HmBARF9b22bJlo42Njbi+u3TpUqRxk78SQwAY3O+JK7HLSdXZs2c3utvHxo0bxd/L0HdbXIhd7nQChLhixjQWmdCjHqrwoxJzXLp0SdgSt2zZ0qLakeji7+/PJk2aEAipNotuRYIkSWLj3BxtXpREt0+yErE/fPiQqVKlIgA2atTIovu2BgUFsW3btiKZ68aNG9Eab+TIkQRCejtbUvWaIYKDg4VtbXRjf/36tWjNVrlyZYuqXjOEVqvViz08Zy5jWLhwoRCODdldWxq6sSdLlixMyzlj+f79u2jjVaRIEYObn5ZG6Nij2ibq4MGDYrN48eLFCs/SPGi1WuHU4+LiEmk/X0NIksTGjRsTALNly2ZxDlzhodVq+eeffxIIaTX4/v372J6SShygRYsWYqFuadW5xvDixQvhtmPKb5MkSaxZs6a4hrN0YdsQclJShgwZhF2xMei23mrfvr0ZZ2ge/P39hXNG//79Y2UOltJySz1UXUdFWd68eSOSeYoXL26xCd2SJAnxXaPRcPPmzdEeU3YGsFQXVl1k9wqNRhPtIpOvX7+K6vaCBQvy3bt3Cs3SPMjOqRqNhlu3bo3WWNu2bRObSHPmzFFohuZDTu6Ibux+fn6sXLmySObx9PRUcJbmYcGCBYpoMSdPnhRttkaMGKHgDM2Hbuw7duyI0hiSJAktOFWqVBafzCMzf/58EfvevXujNMbTp0+F60WnTp3izJpH/rxbWVlF2Xl68uTJBEJcyy3ZmSc0urGrhVoqxjBjxgwCIQ6DcUGzDo2vr69osTlkyBCTnjt8+HCRkB2RE6OlcuzYMVFodufOHZOeK7feKlasmEW0CzUF3d/l2NIi1YSeBH6owk/C5s6dO3RxcSEAtmnTxmKtK2WCgoLYvHlzsen34MGDKI/l5uZGIMT9RAnnF3MTHBwsHFtSpkzJR48eRWmct2/fihZmNWvWtNgELl2Cg4Pp6uoqFrFR2egmyf/973/Ez4r+qC4qY5rg4GDRhil16tRREuqCgoKEJXOpUqUszoErPIKCgkQSn6mbfjJXr14VVVxK2lybm6CgIJGYkTt37iglYMkVsLly5Yo0QWLNmjUiuzy8w8rKSjw+MDCQ8+bNY/v27Vm4cGFhgaxE1WFQUBAbNWpEACxRooTRWf4yX7584W+//UYg8t7Fpsb9+PFjTps2jZUrV2aGDBloa2vL1KlTs0GDBoq0hwsKCmLdunUJgFWrVjVZtPr7779Fkqoh1xJdTI391atX7NGjB0uVKsU0adLQzs6Ov/32G8uVK8fVq1dHexEWFBTEKlWqEACbNm0aZwQ7ldjj48ePom3o5MmTY3s6JuHr68ty5coRAJs1a2by81+9eiUE7hkzZphhhubj2LFjonXW4cOHTX7+/fv3xYbOzJkzzTBD8xAUFCSu53LkyBFrop2a0BN/D1XXSbh8+vSJ+fPnF9fOlurCqou8WWljYxMtl+RNmzaJ69YVK1YoOEPzoRv7wYMHozRGYGAgy5cvLzaCLD2ZR2bSpEkEQFtbW544cSJKY1y8eFGsPSdOnKjwDM2H7NRja2sbZSfarl27Eghps2XJzjyhkd2So7LpR+pf8/fs2TNOrRPHjx8vEjOiomOuXbtWFHZG1lrNkjQdkqL1WIoUKUz+jtJqtaLFWMOGDSPdq7A0XWfEiBFR1jFv374tXovIfiMsTdMhyYEDBxIA8+TJE2nrIRWV4OBglilThgDo6upq8fuSukiSJFzm8+bNa/L73d/fX1y/t2zZMk7FrtsBIipa3Ldv35g5c2YCYOvWreNUgZ58Pefk5BRr12IWn9ADwBZAQQDlARQCYGuO8yTUQxV+Ei4+Pj7CsaNBgwZxJiNS1240Igu0iNi3b59YTB86dMgMszQPAQEBoio7KlmskiSJFla///47v3//btTzzp49yyZNmjBt2rS0s7Nj2rRpWb16dT1LRNmyLqKjSpUqJs1XF39/f9aoUYNAiMOMqT/2upXwpth/GhO7PL9FixaxZMmSTJEiBZ2dnZknTx726dMn2tbX/v7+rFSpEgGwcePGJgsYupXwnz59Mvp5xsbu4+PDUaNGMU+ePLS3t2fSpElZpUoVRXqI+vv7i2SkTp06mfxc+eLYmEp4UxfDMufPn2ft2rXp4uJCR0dHFixYkHPnzo32xbifnx/z5s1LAAZ7t0bE6dOnhVBsjLPTjRs3OHbsWIOHnGRRt25d8fivX7+Kv0maNGlEkqBS4o+3tzczZcoUpcWB/F30xx9/RPoamBq37AiSL18+du3alcOGDWPjxo1F0tj8+fOjFK8u79+/Z8qUKQmAy5YtM/p5cp9fY18HU2M/deoUkyRJwurVq7Nbt24cPnw4u3btKl77SpUqmZx8FZqXL1+K7+noVu6qJAz27Nkj3LgsvSpfJjAwkPXq1SMQUolmbKut0GzZskXEHlc2MS9evChcQQcMGBDlcTZs2BCnNnAlSWKHDh0IKOM2GR1iK6FH1XRUXUfFPEiSxNq1a4vrU0t15gmNbgsqZ2fnSBPRDfHkyRPRiiUuJbdKksRBgwYRAJMnT26wfWZkyAkS6dOnN0lriG1dR5IksdkblY1u3Ur43r17G62LWIKmo9tmOFeuXCbrmEePHhVJMaZcR1iCpiNJEjt16kQgxEHMVB1TroSvUKFCpDqgpWk6kiSJ4sQqVaqYpGO+fv2aSZMmJQCuW7cu0sdbmqYjSRKrVatGAGzSpIlJOqbsbpQmTRqjNExL03V0iyo7d+5s9PMCAwPla3V269Yt0sdboqbj5+cnWkGa6liikjB58OABEydOLN73cSVpU+4AYWdnF2UnrRs3bsS52HU7QFSpUiXK3xlXr14V+m/37t3jROyW0gHCYhN6ACQBsAzADwBanePHz9uTKXm+hHqowk/CpVevXgRCWrGYkkVqzILwxYsXES6gWrRoEa25//jxg/ny5SMADhw40KTnfv78WWSRmmrPa+ximAxZvKxdu5YVK1aki4sLHRwcmCVLFjZr1izK7jqkfharqRVJcgVbkiRJ+OrVK6OeI2eepkyZku3bt+fw4cPZpUsXlihRgoMHDxaP2717d7gLCdn+O7qV1B8+fBCtwpYsWWL087RarVjMmFIJb2zsQUFBLFu2LPGzCqF37950c3MTFSVJkyblvXv3TIo1NB4eHuIi7++//zb6effu3YtSJbyxsX/9+lW0j8ifPz/79u3LTp06iddJiQQH3Wp8U2KQL66Nta80dTFM/urj7uzszI4dO3LQoEFCZHR1dTU51tBcunSJVlZWtLKyMrqS7/v37+IzF5lDjTHI1RK6rlYBAQE8ePCgaOkkW+crJf6Qv0RLW1tboyv59u/fTwB0cHCI1vcsaTjuNWvWGKyMO336NG1tbWlnZ6dIm6tt27YRML6ST7fVVo0aNaK9EArvNTckQAYGBoqEQyWScJYtWya+e9TWWyrGsHjxYgIhbQw2bNgQ29OJkMDAQCEgJ0+enHfv3o3WeLqxr1q1SqFZmodLly4xWbJkBMC//vor2lVYspii0Wi4dOlShWapPEFBQSKZx8nJiefOnYvV+cR0Qo+q6ai6jop5Wb16NYGQVrXGru9Jy9B0JEkSDsSVKlUy6XdBq9UKh5o2bdqYdF5L0HQkSRLFSqa2z7x165ZwbzDF5cZSdB3d9pmmFuzIiVD58uUzWsO0JE3Hz89P6Jhubm5GPy+qxS6WpOlENYadO3eKayhjKuEtUdPRLdgx9ppVkiTh3FuvXj2zre/Nrem8fPlS6JjGthl8+vQpnZycCIC7d++O9hxiS9eJihYru5hlypQp2s7qsanp6OqYaustFWM4ffo0HRwcxD6fpSd3TJkyhUBIB4g9e/ZEayzd2Pv27WvRbjWenp4iYU+JDhCnTp0S+z3du3e36NjlloJA7HeAsMiEnp/Czx0AEgBvAKcBbP75X6+ft98FkESpcybUQxV+EianTp0iEOLecPPmTaOfZ+yCUBZ/ChcubHAhtX379mjHcOXKFVpbW1Oj0fD8+fNGP+/PP/8kAJYtW9akagtjYydDFupy9XXu3LnZq1cvDhs2jH/99RezZs3Kf/75x+jzGuL48eNio/v27dtGPeft27fCvcHYHx55U7latWoGf6SNqaz5+vUrHR0daWdnp0jF4Pbt2wmEVPI9f/7cqOcsXbpUvHbGVsKbErv82KpVq4a5+BgzZgwBsEOHDkadNyJWrFghNgGNsazVrQoxRSwzJfZ+/foRPytudLOyP3z4wCxZstDW1paPHz82+tzhMX36dALGV/LJrbY0Go0im2eGFsPe3t5MlSoV7ezsePXqVXG7n58ff//9dwLg5s2bo31uuXrV2NZbcuVf4cKFo91S786dOwRCqj8j+r40h/hD/rIVN6b1lm6rrdmzZ0frvMbGrUv16tUJgDt27IjWuWXkDQ5jWm/pttry8PCI1nmjEru8sJk0aVK0zk3qV/KprbdUjEUWVDQaDRcvXhzb0zGIr68v69evL5L1rly5osi4sgsfopCoHlMcP35cOPOEvl6IDjNmzBCxT5kyxeK+L/z9/UWbLUdHRx47diy2pxSjCT2qpqPqOirmxdPTU7g3rF+/3ujnWZKm8/HjR5E0YMrv9/z58wmEtB76/Pmz0c+zJE0nKgU7gYGBLFq0KAGwR48eRp/L0nQd3YIdYx2zL1y4IDaIja2Et0RN5/Lly7SysjJJxzRlTSxjiZrOsWPHhI5pTMGObqutBQsWRPv8sanpmFqwI7faSpYsGd+8eROtc8e2prN8+XICxrXe0m211bp162ifO7Z1HV239Mh0TN1WW9FdM8S2pkP+0jHV1lsqxrJ//37a2NgQALt27WqRLagkSeKwYcOE9mTK9XdE7N+/XyQAtm/fXjG9REmePHkiDAYKFixo0vV3RBw4cEBcE7Zq1Sra+xhKI0mS+H2EQknO0cVSE3qm/hR4FiNU1RaApAAW/rx/qlLnTKiHKvwkPHRbbY0bN87o55myIJTFn3bt2ikx5XAZPnw4AeMta+VWW46OjiYtSE0VQHr27EkAHD58eLjZ79Gle/fuBIxrvaXbaqtmzZpGbXhotVpmzZqVTk5OUW4HQf6ySm3ZsmWUxwhN8+bNCRjXeku31Zaxdnimxi4v0gxtpLm7u4uqmugiSZJYXBrTesuUxaOMqbHL1qyGXAbk6nlTXbQMYUolX0BAgKgwi05LD5nwFsOrVq0iEOI0EJoTJ04QCLGFji6mtN76999/RbKmEi095OSgMWPGRPg4Y8Qf+Xchc+bMRp9ft5Jv2rRpET62R48eBIxrtRUZxsatS506dQggTHVGVOIm9Sv5Ilok+vv7M02aNASUaT1jauzBwcGiwnjfvn1690U1dt3WW0r0sFdJGMiJnwA4dOhQ+vv7x/aUBB4eHixXrpxIyo2qJXN4yBubQIitu7e3t6LjR5Xg4GDOmjVLiFN//fWX4uLU0qVLReuxBg0aKOKSpgTu7u4sWLAggZCq/th25pGJ4YQeVdNRdR0VM6Hbaqt+/fpGJzRaoqazY8cOwoSCHd1WW7ob85FhiZrO//73P3FtYEzrLbnVVubMmY2uirZUXceUgh3dVltDhw41anxL1XRIis1AY3RM3VZbxrrWWqqmQ5LdunUjYFzrrVatWhEAK1asGO2q/djWdMhfBTtVqlSJ8Dv73bt3JrXaiozY1nR0C3Yic0xfuXIlAeNbbUVGbOs6ukWWffv2jfCx8t/ImFZbkWEJmo5u663ouvWrJBz2798v3GoaNWqkyPeAUnh7e4u2pNbW1ty4caOi4x89elS4k1WtWjXarT6VZNeuXSIBv0yZMool88icOnVKaMBFixblrVu3FB0/qrx+/Vr8JlhZWXH16tWxPSWSlpvQ8wjAhUgecx7AY6XOmVAPVfhJeOi22jJWhDB1QRhT4o+/v7/Rrbe+fPkiWm3NnTvX6HOYGvvTp09pZWXFkiVLmrVS2JTWW1u3biVgWqstOTHA1dWVQUFB3L9/P6dNm8Z58+YZ3fqHpNjMMLQpG9WFgW7rrcg2sBs0aGDUwlEXU2P/559/CIDVq1cPIzSMHz+eADhv3jy926Mau24lX+iFli6fPn0SF8GmtKkyNXa5gsSQEHXgwAECIVWdukQ1dt1KvoiSVdavX08AzJEjh1GttiIjvMVwmzZtCBiuqAwKCqKTkxNtbGz0NpWjGvvly5ep0WhoZ2cXYRsi2f1hxIgRJo1vCF9fXyZLloxWVlaRfm+YS/whyYMHDxIAU6dOHW6mvlwxGp4QaQqmxC3z8uVL2tvb08nJiV++fNG7L6pxk78ExmLFioX7eyK78xQsWDDavznGxP7x40eOHTuWY8aMYY8ePZgjRw4CIRV0oc8fndjl91TTpk2jEopKAmX58uUiuaNAgQK8du1arM5HkiSuWLFC/G7/9ttv0f6OCo9169aJxJmMGTPyyJEjZjmPsTx8+FBUNgNg//79zWahvG3bNiZJkoQA6OLiwo0bN8aaW09AQABHjRpFa2trAmD27NkVSbBVihhO6FE1HVXXUTETuq22jHVvsFRNh6RoRxlZ6y3dVltt27Y1enxL1XRCt96KiPv370ep1Zal6jq6BTuRbWDLmkrevHmNdnqwZE1Ht/VWRC2yJUkShT2mtKmyZE1Ht2AnIufwu3fvEggpxjSm1VZkWIKm8+HDB1GwE9FnWH6/KdFK21I0nZcvXwp9MrzXU5Ik8T2jhOuFpeg6N2/eJBDizhRe0cWDBw/E+z30eU3FkjQduag6a9asFt1KR8WyOHPmjFjbp06dmrt27YrtKfHYsWPit8ve3j7C/ZjocOHCBfE7kShRIi5btixWXYg/fvzIli1bCk2nZs2a9PHxMcu5rl69yixZshAIcfKbMGGCIsnzUUGSJK5evVok1yZLlkyRFpBKYakJPX4ApkTymCkA/JQ6Z0I9VOEnYfHo0SMCprs3mLoglC/4qlevzmXLlnHy5MlctmxZhBmWUb1I1G29FVFFl9yOwVT3BlNjl22cFy1aRC8vL27YsIFTpkzh8uXL+eTJE4PniGrscuutxIkTh/uDKkmS/EXPJUuWGD32nDlzCIC9evUSiyrdo0KFCpGKYRcuXCAQUnlkiOgsDDZt2kQAzJkzZ7gLg6dPn1Kj0dDe3t6oFlUypsYuSRKbNGlCIKSfe9++fTlo0CBWrlyZtra27NOnT5j3XHRinzlzJoGQ6sLIHlOrVi2TxjY1drnFkaF+8nI1l729vd7t0Ym9b9++BELsN8NDFgaV6Gka0WK4RIkSBBDuhnH+/PkJgPfv3xe3RSd2OVlnypQpBu9/8eIFNRoNbW1tI0z6MRbZ5jl0j3lDGCP+BAYG8sGDByYLcrrCTnh217I9cESfCWMxJW4yJLG0bNmyBMAZM2aEuT+qcZMhYm+KFCkIgJcuXTL4GNn1Y+nSpSaPHxpjYpfFJvnQaDQcNGiQwYVWdGJ/8+YNbWxsaG1tzdevX5v8fJWEy9mzZ4UoaW1tzVGjRsWKW4+Hh4fYpANCnPVMuRaJCnfv3hW/TQDYpUuXGHfrkV15ZNE+Xbp0PHDggNnP++rVK9aqVUvEHhtuPbquPBqNhv369VMksVhJYjihR9V0VF1HxQz4+/uL4hZTNj0tWdPRLdiJaONGditJkyaNSdXBlqzpvHr1SlQlX79+PdzHyW2XTGmlTVq2rnP//n1aWVlFWLQSEBAg3EhNSWSydE3n5MmTYrMyvKIV+THp0qUzaVPL0jWddevWEQipwg9vo1J2yDKltVx4WJKmM27cOALhF60EBgYyXbp0Jr/fw8NSNB2SbN++PYHwXafl7+mIPhOmYEm6TsWKFQmE31pSbnvXuXNnk8cOjSVpOsHBwaIQ+eDBgyY/XyXh8vTpU9F+DwhJNosNt55v374JZzkgxF3OWLe8qPL+/XvRtlvWuWPDrWfXrl2i7aWTkxMXLVpk9sQ8Hx8f8fsvXyfEtFuPrisPEOKEaiku0DKWmtDzGcDKSB7zPwCflTpnQj1U4Sdh0b9/fwJgx44dTXqeqQtCeYFj6KhUqRI9PDzCnCM6i6K2bdsSAIcNG2bw/uDgYJFJa4pbCWl67LIjzOTJk8VGrO5Fcs+ePRUVAuTN3GXLlhm8//LlywRCbJxN6Vsr2wBbW1szR44cPH78OH18fHj37l3WrFmTQIj1bUTIC7bw7DWjszAICgoS1sBHjx41+JjBgwcTML2qMCqxS5LEcePGiYps+ahatSovXrwY5hzRif3Lly/CjeThw4dh7tdqtcyWLRsB8J9//jFpbFNj79KlC4EQByTd9/WnT59Eaz9Av9orOrE/fPhQXEx+/fo1zP3Xrl0jENLeQolNtIgWwzlz5iSAcEXdP/74gwD0ROLoxH7o0CECYKZMmQwmJcotCJXoNU7+mr8xlQfm6rcus3TpUgJg+fLlw9wnSRJz5coV6QaAsZgSd3BwsLDObtGihVkqJ+Te44ZswG/dukUg4qROUzA1dg8PD86bN49JkiQxi+2q/LeNqHJVRcUQP378YP/+/fXceg4fPhwjlYHfvn3jvHnzhCtP8uTJ+ffff8dYZVVQUBCnTJmi59azaNEisyf2BAYGcseOHcJWHgjp/27ot9pcSJLEVatWiYq+JEmSsG/fvgavlZQ85+nTp9m8eXM9V56zZ8+a7ZzRIYYTelRNR9V1VMzAxo0bCYQ4Zpjy22Lpms7cuXMJhCQQhUejRo2E1mIKlq7pyJu5Xbp0MXi/l5eXaMPw4MEDk8a2dF1H/luHV7SyZcsWAmD+/PlNer9buqYjSZJoEx5e0YqrqysBcNy4cSaNbemaTmRFK9++fRNJbrdv3zZ5/NBYkqbz5s0bWltbh1u0IrcgzJ07tyJrB0vSdK5cuSLWRobcoOQWayNHjlTkfJak68iu+Ya+x75//y5cIJRw9bQ0TUduZ6hUy0KVhINWq+WCBQvE9U+aNGm4du3aGCnWCgwM5LZt28Reoq2tLSdNmhRjjjGSJHHLli3itzJRokQcM2aM2YsdJUnimTNnxPW2fL3w7Nkzs543NCdOnBBuPTY2NmzVqhX//fdfs2pqd+/eZa9evcT1R7Jkybh+/fpYdUgKD0tN6DkMwBtAznDuz/7z/sNKnTOhHqrwk3DQvUh0d3c36bmmLgjfv3/P0aNH093dnV+/fuXXr1955swZVq5cmUBIK5zv37/rnSM6iyK5YihlypQGf9hlm8fs2bObvJljauxlypQRj69Zsybv3LlDHx8fnjhxQlSMh96cjE7scruVQoUKGfyRkft7Dh482KRx5WQYKysr3rx5U+8+X19fZsiQIczCVhdZdLKzs+PHjx9NOrexTJo0iYBhe2pfX18mT56cAHj58mWTxjU1dj8/PzZr1kzYIb59+5be3t48ePAgc+TIQVtb2zD9l6NLp06dCIS0sAiNnPiROXNmk9yoSNNjf/v2rai4KFCgAPv168cuXbowderUzJ49u7jwVqLCRqZq1aoEwPnz54e5L6K/S1SIaDEcmfgjtxoxJP5FBd1ErdDz0a3UPXfuXLTPde/ePQJghgwZjHoPmVv8+fbtm9gcDy3qyU5l6dOnZ1BQULTOY0rcwcHBwnq0efPm0T53eDx79kw4jYX+Lu3evTsBsHfv3tE+j6mvuS6bN28WmyRKcurUKQIhbYpiy2pVJW6j69YjX3/Onj1bcaGS/CUAyN9VQMy48kQ0H123HmdnZ3bv3l3xCqfXr19z7NixopoYiDlXnvB49eqVXlWVvBm3c+dOxb6rvb29uWjRItEyQ772t0RXHl1iOKFH1XRUXUfFDMjrk8haT4fG0jUd3aKVR48ehbn/1atXtLKyoq2trcm/rZau6URWtLJgwQICYJUqVUwe29J1ncOHDxMIv2hFrtAPz9kiPOKCprNkyRIChotWdBM/jG2rJxMXNJ2IilYi+rtEBUvSdMhfiVqGilaqVKkSrtZlKpam6ZC/HJHWrl2rd/u7d+9oa2tLKysrg8mipmJpuk5AQADTpk1LADxz5ozeff/73/8IgL///nu0z2OJms6HDx9oZ2dHjUbDFy9eKDq2SsIgtFtPypQpOWzYMLO8n968ecNx48bpaRsx4coTHqHdeqytrdmkSRMeP35c0UQTb29vLl68WLjSydekMeHKEx4+Pj7s0aMHraysxJwKFSrEZcuWKdb2KyAggFu3bhUuavIRG27PpmCpCT1VAWgBeAGYCKAKgLwAKgMYD+DLz/urKXXOhHqowk/CYeXKlQTA0qVLm/zc6IoAMkFBQaIdTuj+09FBkiQWKVKEALhx48Yw98sW/LNmzTJ5bFNjL1mypLiADl11cPPmTVpZWTFx4sSKLYb9/f2FBV7ojfxPnz7R3t6eGo3GZGFJblGWI0cOg/fLiRPhvY6LFi0iALZs2dKk85rC27dvxaIvtHWuXIVTvHhxky9yTI1dXvgaWnTL/ZKjUqkXEe7u7gRCnGhCC6lya6apU6eaPG5UXvcPHz6wb9++zJo1K21tbZk6dWp27NhRtIBKmjSpyfOIiPCqliJzLjKVyBbDUbFnji7htVKTW9CFl9hnKnJrM2OdUWJC/OnVqxeBsLbbsjX6hAkTon0OY+MOCgoSFVytW7c2WSwxFXljWtf6+du3b3R2diZg2B7dVEx9zXXx8vIiEFJxpiSSJDFv3rwEwB07dig6tkrC4cePH5w8ebJw9QNABwcHdujQgadPnw7zG2oKb9++5ebNm1mpUiU9AaB8+fLctWtXrFfzBAUFcdu2bWHmV65cOc6fP5/nz583OfkkMDCQN2/e5KpVq9i0aVO9Kva8efNy4cKFMd7mKzyuX7/OLl26iI0o/Ew2at++PRcuXMiLFy8arBA2xOfPn3ns2DFOmzaNrq6u4vsXANOmTcsxY8bQ09PTzBFFnxhO6FE1HVXXUVGYGzduEAhxIDP198vSNR3y11pzwIABYe4bOXJklPUFS9d0yPCLViRJYp48eaJ8PWzpuo5Wq2X27NkNJlzcuXOHQEhluqnXFnFB04moaEVuzeTq6mryuHFB0wmvaMUY5yJTsERNR26lFrpo5f79+2ITVQmHS0vUdFavXk0ALFWqlN7tkydPJgA2bNhQkfNYoq4zevRoAiEOQLr8vDbnhg0bon0OS9R0yF9dFYYPH6742CoJA61Wy9WrV7Nw4cJiDa7RaFivXj3u3bs3Wu24vLy8eOjQITZr1ow2NjZi/Dx58nDRokWxXlwoSRJPnToVZn65c+fmpEmTePToUZML1iRJ4pMnT7h582Z27dpVuNLI2sbo0aPN7gZkLB4eHhw5cqTY+wRCXOqbN2/O6dOn8/jx4/zy5YtRY/348YPnz5/nggUL2K5dO5FoKV9r9ujRQxFnQHNjkQk9DBEkugHw/yny6B4SgAAAPZQ8X0I9VOEnYSBJEosWLUoAXLduncnPj64IoIucfd6kSROT5xERK1asIBA2q/3p06di8yYqP/Cmxl6jRg0C4fe+lcWK0EJSdBgxYoRYgOgib/7Xrl3b5DF37txJACxRooTB+wcNGhRh0oh8kXXq1CmTz20KciXFqFGj9G6XWz6sWrXK5DFNjb148eIGRRgZ2SlI6X6vcuWg7oLbw8ODGo0mwj70ERHd110XWaioVq2ayfOICN2+4idPnhS3y5VcSp0vssVwmzZtCIB///13mPuCgoLo5OREGxsbRe1AP336RAcHBwLQS2KrXbs2AXDp0qXRPoefnx9dXFwMJsqFR0yIP3fv3hVJbHKFQEBAgGgrE93seWPjDggIYMOGDQmEVBTGRLXC7t27w/y+HTt2LMLPqilE5TXXRRZKCxcuHO25hEa2aO7evbviY6skLIKCgrh3715RiS8fVlZWzJcvH//880/Onz+f586do4eHB9+/f09vb29+/fqV//33H58+fcr9+/dz3LhxrF+/vl7VVlwQAO7du8fevXvrOQjJ8efPn59//fUX582bx02bNnHnzp08cOAAd+/ezc2bN3PZsmXs2bMnS5cuLX6D5MPa2pqurq48efJkrCcwhcfXr185f/585s6dW2/u8vwLFizINm3asGfPnhw4cCCHDh3K/v37s3v37mzatKleuwndo1KlSty2bVusi3ymEJMJPVQ1HVXXUVEcuTVO3759TX5uXNB05KKVZMmS6SWcBgQECCE/Ki0N44KmI6/DQxetyGvqdOnSRen3Ji7oOuEVrfTs2ZMA2LNnT5PHjCuajly0orvWCQ4ONqh3GEtc0HTIX0Uruq3cLl++TCCktYoSCXOWqOnoFq3ouj6NGjUqwu8dU7BUTefHjx9MliwZAfDx48fidjmxav/+/dE+h6XqOq9evSIAOjo6Chegz58/i9v8/PyiNb4lazqydlWyZEnFx1ZJWEiSxAsXLrBt27ZCC5aPLFmysGnTppwyZQqPHj3K58+f8+3bt/Ty8qKXlxffvXvHFy9e8OTJk5w5cyZbtGih5+YcF7SNN2/ecPz48WG0KADMmjUrXV1dOXXqVG7YsIE7duzg/v37uXfvXm7ZsoWrVq3ioEGDWLlyZdHBRfeoWLEit27dqmiyupIEBARw8+bNLF++vEFtJnv27HR1dWX37t3Zv39/Dh06lAMHDmSPHj3YunVr5s+fX8/tRz7y58/PxYsXW0xRmjFYbEIPQ0SJTABGAtgB4NjP/44EkFnpcyXUQxV+Ega6vWqjcpGo5IJwz549BMCaNWuaPI+I+P79O5MkSUIAeu0E5EVR+/btozSuqbH36dOHADho0CCDj5cXKkpatr58+VLYT3t5eYnb5SQuY3rnhubjx4+0sbFh0qRJDf6Yy65HhqpmLl26RADMlSuXyec1lTNnzogLF5l3794RCGkvEZW2B6bGLlcQnThxIsxj/f39RQb1t2/fTJ5LRMiuWw0aNBC3rV+/PsxtphCd1z00cg/sNWvWRGkuESF/7nQTuWQxJqaSWlatWiUW/6E5ceIEAbBChQrRnkto5OSdbdu2kQxZ0KRMmZIA+Pz582iPL7+HTOlxbYz4Ex0bepn06dMT+OXAdP36dQJgzpw5ozymjDFx+/v7C+GxU6dORok+SsT96dOnMOKPnOiiRLstY2K/dOmSwe9THx8fVqtWjQA4YsQIvfuUiF1uu6WKPypK8vjxY7q5ubFw4cJ6VU6mHkmSJGGlSpW4aNGiOCMAfPv2jStXrmSHDh1YqFAhPYcdY49s2bKxWbNmnDlzpsVUbhmDJEm8fPkyFy5cyPbt27NgwYIGRR1Dh6OjI3///Xf27t2ba9as0duEiEvEdEIPVU1H1XVUFOPbt2/CcezBgwcmPz8uaDokhfvP6tWrxW1ycnuBAgWitMESFzSdoKAgsUGj67zcuXPnCBMSIiMu6DqyszQAPbcW2Tnp+vXrJo8ZVzQd2XUrffr04jZdV5movN/jiqazZcsWAvoFiHPmzCEQc0ktsaXpyDr1kCFDxG1y0cH27dujPb4lazoNGjQgAG7atImkfpGWrp4dVSxZ18mSJQsBiPY9cqKLEu22LFnTkd1/7O3tLTZZQCXu8eHDB06dOpV//PGHcOuPymFvb89SpUpx7NixcUbbCAwM5K5du9irVy+WKVMmTNGVMUfatGlZt25djhkzhnfv3o3tkEzi4cOHXLVqVbhFZ+Ed1tbWLFSoEDt06MDFixfz6tWrFpm4FRlKajo2UBiSrwBMVnpcFZWExqlTpwAAzZo1g4ODg8nPr1ChAmxsbPDkyRMEBgbCzs5O7/67d+8CALJkyRLpWJcuXQIAZMuWzeR5RISzszOaNm2KNWvW4PTp0yhUqBAA4MKFCwCAxo0bR2lcU2OvWrUqFi5cKG7XJSAgAE+ePNF7vBJkzpwZxYsXx9WrV3H9+nVUrlwZ/v7+uHPnDqysrFClShWTx0yZMiVatGiBTZs2YcKECZg0aZK479ixYzhy5AiSJk2KWrVqhXnuihUrAABdu3aN8BxBQUF49uwZbG1tkT17dpPnCAB//PEHHB0d8eLFC3z+/BkpUqSAu7s7AKBYsWJwcnIyeUxTYy9fvjzu3r2LKVOmoGzZsrC3txePHzduHIKDg1GyZEkkTpxY0djLly8PACJe3f8vXbp0lMY0NXZJkuDr64tEiRLpjbNy5Ups3rwZRYoUQZs2bfTuUyL2UqVKAQCuXbsmbpNjL1GiRJTG1GX79u34+vUr6tWrh4wZMxp8jKurK4YOHYotW7agT58+4rz+/v4YNWoUAKBHjx56z1Ei9uLFi+PQoUNwd3dHs2bN4OnpiU+fPsHFxUWR7xVjP7/Tpk3Dw4cPAQA3b94EAKxZswbnzp0DAJQrVw6dO3cWj3/z5g3y5s2LzJkz4+XLl1GaW4kSJfDmzRu4u7sjd+7cir7mxsTdvXt3HDx4EClTpkT69OkxYcKEMI+pVKkSKlWqJP6tRNwpUqRAlixZ8PLlSzx8+BAFChQQ7/3ixYtHaUxdjIl96tSpOH36NCpWrIhMmTLByckJnp6eOHToELy8vPDHH39g+PDhes9RIvaiRYsCAG7dumXwN1hFJSrkzJkTs2bNAhDynX379m24u7vD3d0d169fx6dPn+Dv7w8/Pz9YW1vDwcEBDg4OyJo1K4oXLy6OHDlywMrKKpajMY3EiROjU6dO6NSpEwDAz88Pt27dgru7O27dugUfHx/4+/vD398fdnZ2cHBwgJOTE/LkyYMSJUqgWLFicHFxieUoooZGo0GpUqXENQQA+Pr64tatW3j48CF8fX3h5+eHwMBAODg4wNHREUmSJEGhQoWQN29e2NgoLnckCFRNR0VFGa5evQpfX1+UKFECefLkMfn5cUHTAYA///wTly9fxunTp9GhQwcA+pqORqMxecy4oOnY2NigQYMGWLZsGS5evIiyZcsCCHndAaB69epRGjcu6DopUqRAsWLFcPHiRVy/fh01atTAhw8f8Pr1ayRKlAiFCxc2ecy4oukUKlQIiRMnxps3b/Du3TukTZtWrHFLlSoVpfd7XNR0SEKj0SQoTQf4pWGRFP8fU+t7IPY0nX379sHd3R2tW7fGvXv3EBgYiFy5ciFp0qRRGlMXS9Z1ihcvjpcvX8Ld3T1BaTpJkyZFzpw58eTJE9y7d09oPCoq0SFVqlQYNmwYhg0bhuDgYDx8+FBoOu7u7njz5g38/Pzg7+8PknB0dISDgwPSpk2rp+nkz58ftra2sR2OSdja2qJx48ZirzM4OBj3798XetaXL19E7LKe5ejoKPSsEiVKIF26dLEcRdTJnTs3cufOjY4dOwII+V1+8OABbt++jW/fvunpWY6OjnByckK+fPlQqFAhODo6xvLsLQwlsoLUQ63kUlGe5s2bE4ha+yEZ2f1i5MiRercfPXpU9FSW+/xeunTJYNb1iRMnROXN+fPn9e5TIutbbrnz559/kgypxJXtPKOTZWtK7AEBAcyWLRs1Gg2PHj2q93i573vFihX1blci9u7duxP4ZVcrW9Xmy5cvymO+f/9e2A+WL1+ebm5udHV1pbW1NW1sbIRDiC7e3t50dnamnZ2dXnWVIV68eEEg+r3I//jjDwIQf+8JEyYQAAcMGBDlMU2J/fXr16J6LEuWLOzevTsHDBgg2n45OjrywoULeuMrEbtWqxWtM96+fUuSLFu2LAHw8OHDUR7XlNh9fHzo5OTEhg0b0s3NjW5ubiLu7Nmz88WLF2HGVyL2Z8+eEQBTpUpFSZL47ds3ajQa2traKmKHXK5cOQKRu1vt3r2b1tbWdHZ2ZqdOnTh48GDR0sPV1TVMprcSscsVqrLt9a5duwiA1atXj/KYMnLf9vB6zOtSsWLFCDPf27Vrp/d4JWKXP9sDBw4k+et7b9asWVEekzQ+7shihoHqWaW+55o2bapXHSm3gIluex9jY9+/fz9bt27NnDlzMkmSJLSxsWGqVKlYtWpVLl++XDgH6aJU7Dlz5oxyda6KioqKyi9iw6FHPVRdR0UZpk+fTiBq7Ydk4oKmY0jHqFKlCgH99jSmEhc0HbmVWcuWLUmGOIzY2NjQysqK379/j/K4cUHXkV2RpkyZQpI8ePBgtN1R4oKmQ/5aY8rthuQ2UZMnT47ymHFB05EkiS4uLgR+tRPPkycPAfDq1atRHlfGkjUduf2Si4sLJUmih4cHgRBX/ei6BVi6pnPgwAG971D5e69Vq1ZRHlPG0nUduf2j7LLs6uqqp/FElbig6bRs2ZKAeVu6qaioqCQELKblFgBHANkAJDFwX2YAuwB4AfAGsA9ALiUmndAPVfhJGCjR49uUBWHFihWZMmVKurq6sn///uzfv78QYQBw4sSJYcZX4iIxtPjz9OlTAiH9l6OzKDJVAPn333/p6Ogoem+6ubmxQoUKIgHh0aNHeo9XIvbQ4o+c3GTIOtYUPn/+zAEDBjBLliy0tbVl8uTJ2aBBg3DtpeXzyvOICKUWBrL4I1tkyxauGzdujNa4psT+4cMHurm5MU+ePLS3t6etrS0zZcrE9u3bG7REN4f4ExwcLGzYIxPdIsPY2AMDA9mxY0fmypWLTk5OdHJyYsGCBTl+/Hj6+PgYHNsc4s/Zs2cJgEWLFo3ymDKmCCAkee7cOdauXZvJkiWjg4MDCxQowDlz5hh8rhKxe3p66ok/sqg8bNiwKI8ZV5DFH1nYle3uT506FbsTiwF0xR/dXuuGRJf4hir+qKioqCiDuRN6VE1H1XVUzIcSRVpxQdMJncSiW6Tl6ekZ5XHjgqYjt1+S2wnL+lb+/PmjPKaMpes6a9euJQA2bdqUpDJFWmTc0HQGDhxIABw/fjxJZYq0SMvXdEiKNj+7d+9WtEjL0jUdSZKYOnVqAuCzZ88ULdKydN69e0cATJw4MbVaLbt160YoUKQVFzhy5AiBXy22lCrSigvMnDmTANi9e/fYnoqKiopKnMaSEnoGA9ACKBPq9sQAXv68T9I5/gOQQomJJ+RDFX7iP1+/fiUQ0hMyMDAwWmMZuyBcuXIl69aty8yZM4uqnowZM7J58+Y8e/aswbHNIf5s3bqVAFi3bt0ojyljqgBy7949Nm/enKlSpaKtrS0zZMjArl27GhShlIj9+vXreuJPx44dCYDz58+P8phxhdDiT/r06QnAoOgS39AVf+Re65kyZYrtacUIuuLP3LlzCYBdunSJ7WmZHV3x5/nz54r2Wrd0dMUfPz8/RXutWzq64s/x48cJgGXKlIntacUIsvjTo0eP2J6KioqKSpwmBhJ6VE1H1XVUzIQSRVqk5Ws6JFm4cGEC4Llz5xQr0iItX9MJDAwU7kdeXl5cvHixIkVacYE7d+7o/f0aNmyoSJFWXGDTpk0EwAYNGihapBUXGDZsGAFw1KhRokgrofyW1a5dmwC4bdu2BFWkRf7SbB8+fJigirQ+ffokCrM+fvyYoIq0Tp48SQAsVapUbE9FRUVFJU6jpKYT3aby5QF4krwU6vYeADIBuADgLwA+AEYB6AOgH4Ax0Tyvikq85vr16wCAwoULR7snZPLkyTFnzhzMmTMnwsd16tQJnTp1MmnsLFmyyGJklHFwcECBAgVw8+ZN3Lx5U9EexMbGLpMvXz5s3brVqMcqEXv+/PlhZ2eHJ0+ewNvbW9HYLR3d/tPv37/HmzdvkChRIuTKlSuWZ2Z+dGOX+3cnhNccCInz+PHjuH79Ot68eQMACaIXs0ajQdGiRXHkyBHcvn0bjx8/BgAULFgwlmdmftKkSYNUqVLh48ePotd62rRpFem1bunkzp0bAODp6YlPnz4BADJlyhSbU4ox5DjluFVUVFRULBZV01FRMQNeXl549uwZ7O3tkS9fvmiNZemaDgCUKFECt27dgru7O9KmTQsgZO2n0WiiNa6lazq2trYoVKgQrl69iuvXrycoTSdPnjxwdHSEh4cHPn/+nKBi19V0njx5Al9fX2TKlAkpU6aM5ZmZHzn269ev47fffgOQMDQdICTOQ4cO4c6dOwlK0wFC4nzz5g0eP34MT09PAEgQ+m2KFCmQIkUKfP78Gc+ePQMApEuXDjY20d1StXxUTUdFRUXF8rCK5vPzAbhm4PYmCLF07UjyOcmPJPsBeA6gdjTPqaIS77lx4waAhLEQBn7FeePGDdy9excAUKRIkVicUcxgZ2eHAgUKAADu3buHJ0+eAIC4LT6TJ08eWFlZ4eXLl/Dw8AAAZM+eHVZW0f1Zsnxy5swJAHjz5g0+f/4MAMiQIUNsTinGSJ8+PQDgy5cv+PbtG4CQBXJCQI7Tx8cHfn5+AIDEiRPH5pRiDDlOb29vAICTk1NsTifGcHR0BAD4+/uL19zBwSE2pxRjyHHKcauoqKioWCyqpqOiYgZu3rwJQJkirbhAQtV0gF/JDHfv3sXTp08BJAxNx8bGBnnz5gUAPH78GK9fvwYA5MiRIzanFSPIMb5580ZsdstaR3xHV9Px8fEBkDA1HV9fXwAJT9Px8/ODv78/gISn68h6lqrpqKioqKjEFtHdOU0F4IXuDRqNxhZAUQCPSD4O9fiTAOL/lb2KSjT58uULgJCs74SAXNWhuyBMnjx5bE4pxnBxcQGgv8mfKFGi2JxSjGBjYxNmUZTQFoN+fn4JbpM/IceuuxiWY5f/HvEdOfaEJoDovt9l0cve3j42pxRjqOKPioqKSpxB1XRUVMyAqukkPE3n+/fvYpM/IWg6wK9NfrlYx9bWNkE4V1hbW8POzg7Ar9gT2to+IWo6hvQs9XWP/8ivsfxZVzUdFRUVFZXYIroJPfYArEPdlh+ALYArBh7/AUDC2LFVUYkGCW1hoOtiIG96JrTYv3//DpKwtbWFtXXor9X4SUKtcjD0fk8osctx+vv7IyAgAEDCWQzLcQYEBCA4OBgAEoTYCUBUJQcFBQFAtK334wqy45gkSeL/lWhpEBeQJAkAEszvmYqKikocRtV0VFTMQELVdHQT2RNa7AlRz5LX9wktqQUIu8mvajrxH1XTCdF0ZE0joek6Mqqmo6KioqISW0Q3oecdgNA+on8gxJrZkG1zYgBfonlOFZV4T0Ld5Pfz80NgYCAAiGqX+I68IJQruRLShbK88JUXwgllMShDUrzeWq02lmcTM8hx6la0yZ/5+I7ud5uuEJQQkH/T5ApO+d/xHd2NHN1NjoRAQtvEUlFRUYnDqJqOiooZSKjujP7+/mLdk1Bil9e1upv8CUXXCV24kRCRN/tVTSf+o2o6Id/1ut/3CQFZ20iaNKnev+M7qqajoqKiYnlEN6HnPIAqGo2mEgBoNBpHAF1+3nfMwOMLAHgTzXOqqMR75ESHhLIg1K1sSKgLQmdnZwAhi8GEku0vL/4S2qJIt2pPt5ovIWAowSGhxG7odU9o7/lkyZIBSDhx677fZdFLTt6M78hxJpTEZBUVFZU4jKrpqKiYAVXTSXiajp2dnbj2TWib/LKmk1DW9oCqZyVETSchF+wkZD0rdEKPqumoqKioqMQW0U3omfvzv0c1Gs11hPReLwTgNMlHug/UaDRJAJQFcCma51RRifcktD6luguDhJrpnyhRItjY2IBkgqlukl/jJEmSAEg473fdftPy+/3Hjx+xOaUYQ47TwcFBJLF5eXnF4oxiDrm1nLOzsxAC3r9/H5tTihBJkjBv3jzkzp0biRMnRunSpXH8+HGDj7137x7s7e2xePHiMPdptVp8+vQJAJApUyZYWVnh/fv3Fv15Vyr2ly9fAgBSp06NrFmzAgAePnxotnkrgVKxy3HKcauoqKioWCyqpqOiYgYSmq5hyL3Bkq/3lUTVs345sQYGBiaIJDZJkkTSlqxnJURNx8kppANnQtR05GIlS9Z0AOXW9x8+fAAQktSSOnVqAICHh4f5Jh5NlIrbx8cHnz59go2NDfLkyQNbW1t4enri+/fv5g4hyqiajoqKikr8JVoJPSSvAWgPwA9AEQCpEWLL3M7Aw9sBsANwNDrnVFFJCMiLIku+QFQSQ5v8X79+jc0pxRhynM7OznBxcQEAvH37NjanFCFKLQy8vLzg7+8Pe3t7ZMqUCUDI5rcluxMpFfuLFy8AAGnSpEG2bNkAAPfv3zffxBVAqdgfPHgAAMiWLRvy5csHALh165b5Jq4ASsV+8+ZNAEC+fPlQuHBhAMD169fNNu/osmjRIgwYMACZM2dG165d8fbtW9SuXTvM66XVatGxY0eUKVMGPXv2DDPO48eP8ePHD2TMmBHp06dHvnz5oNVqcfv27ZgKxWSUit3d3R0AULx4cRQsWBC2trZ4+PAhfHx8YiSOqGCO2FVUVFRULBdV01FRMQ8JVdNxdHRM0JqOvMlvyZoOoNwa9927dwAAFxcXpE2bFsCvogZLxByFG9mzZwcAPHr0CJIkmW3u0UXVdBKepgMos77XarW4ceMGAKBw4cJijS+v+S0RpXSNmzdvgiQKFiyIJEmSoECBAiAp/h6WiKrpqKioqMRjSEb7AOAIoCSAbBE8JguAwgDslDhnQj4AuBcrVowq8Zf169cTABs3bhzbU4kQrVbLuXPnMleuXEyUKBFLlSrFY8eOGXzs3bt3aWdnx0WLFoW5r27dugTArVu30s3NjQA4btw4c08/WigRe2BgIO3t7QmAX758YfXq1QmAu3btiokQosT8+fMJgNWrV+fAgQOZMWNG2tjY8ObNm3qPCw4OZqlSpVihQgVKkhRmnBMnThAAS5UqRUmSmCZNGgLg06dPYyoUk1Eq9qFDhxIAR48ezffv3xMAEyVKRK1WG1OhmIxSsRcuXJgA+O+///LYsWMEwDJlysRUGFFCidhDv86zZ88mAHbt2jUmQzGJPHnysHLlyuLfz58/p5WVFXv06KH3uBkzZtDR0ZGPHz82OM6GDRsIgI0aNSJJtmvXjgAM/hZYCkrF3rZtWwLg0qVLSZJFixYlAJ49e9Z8k48mSsQuSRJTpUpFAHz+/LnZ56yioqISnylWrBgBuNP8GoOq6ai6joqC3Lt3jwCYKVOm2J5KhCil6YwZM4YAOGTIEP79998EwHr16pl7+tFCqdhLly5NADx+/DiHDRtGABw5cqS5px8tlFjjfv36lQBob2/PwMBAPV3PUlFK19i2bRsBsE6dOiTJDBkyEAAfPHgQI3FEBaVi79SpEwFw3rx5/Pz5MwHQ0dGRQUFBMRWKySgVu+7rfPr0aQJg8eLFYyqMKKHE+v7+/fsEwIwZM5IkFyxYQADs0KGDeScfDZTSdObOnUsA7Ny5M0myc+fOBMC5c+eabe7RRanYa9WqRQDcvn27WeeroqKiEt9RUtOJdRHDko+fghUjOLZE8Nx2AK4A+A7AG8BpAPUUmpcq/MRz4or4o8SiKHQyhyz+1K9fPyZDMRklYr958yYBMFu2bCTJ4cOHW7z4o9TCYMaMGQTAnj17kiTr1KlDANyyZYv5Jh9NlIq9WrVqBMA9e/aQjBvijxKx+/n50cbGhhqNhj4+PnFG/FEi9oMHDxIAy5cvT5JhxJ8XL14QANu1a8cXL16wRYsWTJEiBe3t7Vm8eHH+888/euN5eXlxxowZrFy5MtOnT09bW1umTJmS9evX58WLFw3GAYAVK1bkx48f2aVLF6ZNm5Z2dnbMly8fV69eHebxjo6OHDp0qN5tqVOnFqIlST5+/JiOjo6cNWtWuH+//v37EwAnTZpEMqz4E59jz5MnDwHwypUrJMOKP/E19levXhEAXVxcDAqhKioqKirGE1MJPfH1sFRNh6quE+8JDg6ms7MzAfDjx4+xPZ1wUWqjW17Pb926lY8ePSIA/vbbbzEVRpRQIvagoCA6ODiIIq0dO3YQAGvVqhWToZiMEmtc3SIt8ldS1+DBg807+WiglKajW6RFkg0bNiQAbty40XyTjyZKxV6kSBFRpEWSWbNmJQDevn3bfJOPJkrEHrpIy9vbmwBoa2tLf39/kvF3fS8XaclFx+fPnycAFipUKF7HTYYt0lq6dCkBsG3btvE6drVIS0VFRUU54kRCD0L6rv9lrvFj4tARf24CGGfgcA3nebN+Ps8TIT3pFwP4/PO23grMSxV+4jlxRfxRYlH0+vVrAmCyZMkoSRIfP35MAEyXLp3Z5x8dlIh91apVBMBmzZqRpBB/atasSTL+LgxIskWLFgTAVatWkSRHjx6tJ/7E19glSaKLiwsB0NPTk2RY8Se+xn758mUCYN68ecVt2bJl0xN/4mvsEydOJAAOGDCAJMOIP3LclSpVYqpUqVi6dGn279+ff/31F+3t7WllZcWTJ0+K8S5evEhbW1tWrVqVXbt25dChQ9mqVSs6OzvTxsaGhw4dMhh34cKFmStXLhYoUIC9e/dm586dmSxZMgLg2rVr9R6fO3duVqtWTfz75cuXet9xkiSxfPnyLF26dITuUuXLlycAMafwxJ/4Fvu3b9+o0WhoY2NDPz8/kuSyZcsMij/xLfbdu3cTgN44KioqKipRIzYTelRNx3yaDlVdJ0FQtmxZAuDhw4djeyrhopQ7o26RllarZZIkSQiA//33n9ljiCpKxH7r1i29Ii35+j5lypQi+Se+rnHlIi3577V3714CYJUqVeJ13CRZtWpVvSKtCRMmEAD79+8fr2MPXaRFks2aNSMArlmzJl7HHrpIiyRz5cpFALx27Zpe7PFtfR+6SOvHjx+0srKitbU1fX19423cJJk3b169Iq2rV6/q6ZrxNXa1SEtFRUVFOeJKQs9YAFpzjR8Th474s9aE5/zx8zlPAbiEGuszAH8AWaI5L1X4SQCEFn/i66Io9KLfkPgTX2Pv2bMnAXD69Ol6ccriT3xdGJBk9uzZCUBUv+3Zs8eg+BPfYn/27BkBMHXq1GJRFDrZI77GvmTJEr1kBvKX+CN/xuJr7I0aNdJL2iJ/iT9Xr14VcQNh2w0ePnyYAFi7dm1xm5eXl8FkT09PT/7222/MkyePwbgBsFOnTgwODha337t3j9bW1nqJVuQva+FatWrRzc2NmTNnprW1Na9fv04yxGnHzs6O9+7dMxgzGVKxKienfvjwgaS++OPl5RVvY5crVosUKSJuk8WfTJkyMTg4ON7G3q9fPwII8xupoqKiomI6sZzQo2o6ZtJ0qOo6CQL5mmjy5Mkk46+uEbpIiyQrVapEACKm+Br76tWrCYDNmzcnGbI2TJ48OQHQw8NDL/b4tsZt3rw5AXDlypUkw74P4mvchoq0Qid7xNfYr1y5opfMQJLTpk0jAPbq1Stexy7rdnLSFkm2atWKALhs2TK92OPb+l7en9B9LfLnz08gpJ14fI37y5cvYYq0/P39aWtrS41Gw//++y/exr5+/XoCapGWioqKihKoCT0xdERR/Fn/8zkdDNw34ed946M5L1X4SQD07dvXoPgT3xZFur3WZcITf+Jb7Lq91uXnyOLPixcv4u3CQG61JPdaJ3+JP0mSJNFzLIlvsW/cuDHM3A8dOkQgxLFEV/iKb7G7uroSCOm1LjNr1iwCv6x742PsPj4+IklRt6pTbr/k5uYm4s6cObPenGQyZcrEFClSGBw/NH369NETkHXjdnJyore3d5jnVKhQgQD47ds3cZtWq+XMmTOZI0cOOjs7s0SJEnoJpokSJRIVWkuWLGHmzJlpZWXFPHnyiEpFOVEvd+7ceueTv+MXLVoUb2Nv06YNAXDYsGFi3ODgYGFJfuDAgXgZ+48fP4TALVcqqqioqKhEHTWhJ35qOlR1nQSBvCHWpEkTkvFX15CLtKpWrSpuc3NzIwCOHTs2Xsfeq1cvAr+KtEiyevXqBMAdO3boxR6f1riSJAm33Rs3bojb0qZNSwC8d+9evIybJB88eEBAv0hLbsfk6OhIb2/veBu7nLzz559/ittOnTpFAMySJUu8LlopVaoUAXDz5s3iNrn9UqVKlUgyXq7vX7x4QY1GQzs7O37+/FmMK3/Hd+jQIV7GTf5631SvXl3vfE2aNCEATpgwId7GLidxLV++3Ki5q6ioqKiEj5rQE0OHjvhzFEA3ACN+/rdQBM95/fM5vxm47/ef9/0bzXmpwk8CQBZ/ZAvg+Looki8St23bJm4bNmwYAbBLly7xNvbXr1/T2tqaNjY2/Pr1q7hdXhhMnjw53i4MFi1aROCXGw8ZIv4ULFiQAPj333/H29grV65MAFy4cKEY18/PjylSpCAAXrx4MV7G/vbtW9rY2NDKyoqvXr0S4/7333+0sbGhtbU1PT0942Xsy5cvJwCWLVtW71xydZuLi4sQBRs2bGgwlrJly9LKykrvtnPnzrFZs2bMkCED7ezsxHeYfFy4cCFM3IULFzY4vpx8ovvaRES1atVYtGhRBgUFifZKPXr04PHjx+nq6kpra2veunWLNWrUIADOmTNH7/nbtm0jAObLl4/Pnz+Pd7GfOnWKdnZ21Gg0fPHihd7zp0+fTgCsW7eueL/Hp9jHjx9PACxVqpRRY6qoqKioRIya0BM/NR2quk6C4P79+wRCHHjjc9GKXIym63azfft2AiFulfG1aCU4OJiZMmUiAJ45c0bcPnnyZAJhE7ni0xr34sWLBMAUKVKIIi2S7NChA4H4XbQyaNAgAmD79u31zlexYkUC8bdoRavViuIUXUethFC0IjvtJkuWjD9+/BDjenl5CUdi3SS2+LS+79SpEwGwTZs2es998uQJAdDBwYE3btyId3HfuHGDOXPmJADu3r1b7/nHjx8nAKZPn178HeJT7LJelyRJEtFaT0VFRUUl6qgJPTF06Ig/ho5TADKFerzzz/t8whkv5c/73xt5fvdwjh+q8BP/+fr1Kx0dHQmADx48iJeLIrnfeOLEifUuEh8+fCjm8vXr13gZ+9ixYwmAzZo10zvXkSNHCIAZM2bk06dP493C4ObNm8yXLx8B/SQu8ld1S7ly5eLlQli+3dnZmV5eXnrPHzJkCIGQSqf4GLtcuSg78egiW3WPGTMmXsYuiwCbNm0K8/wSJUoQAGfOnEkgxILeELI4KLNr1y5aWVnRycmJDRs25MCBAzl69GiOHTtWPPbUqVNh4q5YsaLB8du1a0cAYZJPDLFixQra2NiISsw//viDOXLkENWJ379/Z5IkSdiwYUMCIVWKX7580RsjMDBQVG9u3rw53sVetGhRAmC9evXCjPHx40fa29tTo9Hw7Nmz8S52OTkxdAW0ioqKikrUUBN64ramQ1XXSdBIksRChQoRiL9FK9+/f2fSpEkJ/HJqIRNG0cq+ffsIgNmzZ9dz8AmvaCU+rXHr169PQN9pm/zVYji+Fq1cvnxZuGpfuXJF7/lbt24lEH+LVhYvXhzuZzi+F63ILdQHDBgQ5vndu3cnAPbu3VvEHp/W9/b29gTA8+fPhxmjZs2aBMCRI0fGu7irVatGAMyQIQODgoL0xpAkiblz5yYQ0m4tvsUua5h9+vSJdEwVFRUVlciJKwk9/QG8MNf4MXEASI0QS+ViAJL9PCoAOPnzovIJAGedx6f7efvrcMaz/Xl/gJHnV4WfBI7ckqVfv37xclHUrFkzsfAJTdWqVQmA8+fPj5exp0yZ0uCFularZY4cOQiAK1asiHcLA9mxI23atHqVXCT57ds3Jk6cmABEG6r4FLu84OvWrVuYMZ49eyZsbN3d3eNd7E5OTgTAY8eOhRnj9OnT4j3x+PHjeBW7XK2VKlUq+vv7hxlj9erVBCCEfmPjzp8/Px0cHHj//v0wj+3atavZ4n79+jWTJk3KUaNGidtcXFzCJCaWLFmSqVOnJgB27NjR4Fhyu8W6devGq9hLlCghfnMOHjxocKw///yTAIT4F19il5M1kydPTl9f3wjHVFFRUVExjlhO6FE1nWhqOlR1nQSPvNkXX4tW5EKl33//Pczz43vRiuw2PWvWrDDPN1S0El/WuIkTJ6aVlRU1Gg2fPXsWZoySJUsSiJ9FK3/88QcBsESJEmHGCAgIiNdFK+nTpycATp06NcwY8bloRX6/A+CjR4/CjKFbqHr37t14tb6X2+oVLlxY/E10kdstZs6cOV7FXbJkSdGqceLEiQbHmjdvHgGI34H4EnuxYsXE+93QHFVUVFRUTEdJTccGZoLkPADzzDW+sWg0mpcAMpvwlE0k2wIAyQ8AxoS6/6xGo6kB4ByA0gA6A5hv4rRo1IPI4oZu12g07ggRpFTiOT169MDKlSuxdu1adO3aFQCQLFkyg4+1sbGBJEni37t374arqyscHBxQvXp1ZM+eHc7OzrCyssLp06dx5swZBAQEhBknovEBQKvVRjrv//3vfzh9+jSuXr0KGxsbzJw5Ezly5MDixYuh0WhQpkwZHD16FLt37xZxhqZnz544ceIElixZgvr168er2A8cOIBPnz4hb968qFixot7zrays0KNHD7i5uWHjxo2Rnk+X0aNHw87ODteuXUPevHn17uvWrRvOnDlj0njG8ubNGwwePBjDhg1DkSJFAAAPHjxAtWrVoNFoAADOzs7InTs3rl69CgDo2rUrbG1t9cZJnDgx2rVrh0WLFsW72HPmzIkbN24AMPx+z5YtG2rXro2DBw9i27ZtJs3B0mNPnTo1nj59ily5cqFKlSphxqlQoQLy5cuH+/fv4+jRoybNwdJjd3BwwI8fP9C5c2fY29uHGadFixZwc3PD7du3TTr/06dPkT9//jAxS5KEc+fORS0oI+jWrRsyZMiA0aNH690e+vvU19cXnz9/BhDyXW6ILl26YPLkyTh8+LBJc7D02D9+/IjAwEBky5YNNWvWNDhWz549sWHDBmzZssWkOVh67G/evAEAdOzYEY6Ojmabj4qKiopKzKBqOhFilKbzcw6qrpOAadOmDQYPHoxz587hwYMHAOKPrnH06FEsWLAAgOFr/u7du2PmzJnYunUr+vfvH69iP3z4MM6fPw8HBwe0b98+zBg9e/bEtm3bsGLFCrRt2zbSc+pi6WvcZMmSwcfHB3Xq1EG2bNnCjNOzZ0906NABGzZsMOn8lh537ty5cfPmTQCG3+92dnbo0qULJk6cGO/0rCxZsuD27duws7NDx44dw4yTMmVKNG/eHBs2bMDff/9t0hwsPXb5/V69enXkypUrzDiFChVCuXLlcO7cOezZs8ekOVj6+v7du3cAQt7v8t9El7p16yJTpkzw8PAw6fyWHrePjw+8vLxgY2ODzp07GxyrXbt2GD58OM6fP2/SHCw99rdv30KSJFSuXDnMHFVUVFRUYh+r2J5ADPAMwCMTjv8iG5BkMICVP/9ZQecu75//TRrOU5OGepyKSoQUK1YMZcqUgbe3N/bt22fSc3UXRXv27MHs2bMxYcIEjBs3Drlz5zbTjMNfFBUtWlRvUeTi4oLg4GBUqlQJ+fLlCzNOgwYNkC5dOjx69AgXLlwwaQ6WHrssJoW3KGrfvj0cHBxw9uxZk87/9OlT5MuXz2IXBt+/f8fXr19hbW2NLl26GBxLTnaRk72MxdJjf/fuHSRJQtmyZVG4cGGDY8mikKnijyXHThJv374FEPLaWlmFvezQaDQi9qVLl5o0B0uO/dGjR/jy5Yt4vCGcnJzQoUMHk8+fJUsWPHnyBP/99+uShSTGjx+P+/fvmzyeMWzYsAGHDx/G6tWrYWdnJ27Ply8fzp49C2/vkEub58+f4/79+9BqtShZsiSKFze4h4UMGTKgcePGRonqulhy7Pfu3RNiVs+ePQ2+3wGgdOnS+P333+Hl5WXSPCw59jVr1sDb21skpaqoqKioqCiIqumoxFkSJUqEdu3aATB9nWfpukb69Onx9etXpEyZEq6urmHGyZo1K+rUqYPAwMBoFa1YYuyJEiUCALRs2RIpUqQIM45ctPLu3TscOXLEpDlY8hpXkiS9TX5DtGjRAi4uLlEqWrHUuAHg69ev8PX1hYuLC1q0aGFwrK5du8La2jpKRSuWHLu8/mzWrBlSp05tcCz5/WBqQo8lx/79+3fxfu/Vq1e4Y8mxL1682KQ5WPL6/n//+x98fX1ha2uL1q1bGxzL2tpab+1vrLZjyXE/e/YMjx49AgC4uroibdq0BsdLliwZOnXqJP6tm5AaEZYc+9mzZ4V+O2DAALPMRUVFRUUleiie0KPRaFJrNJo6Go2mjUaj+cvQofQ5I4JkVZJ5TDiGGDn0x5//ddY51w8AbwAk0mg0vxl4Ts6f/30c9YhUEhryomH16tUmPc+SF0WBgYHiIjE8EcDGxkZsgi9cuNCkOVhy7P/++y98fHxgZWWFP//80+A4yZMnR6tWrUw+vyUvDJ4/f46HDx8CCEnWypAhg8Hx8uXLh6pVq8LX19ekeVhy7FeuXBHOFb179w53vFq1aiFv3rziscZiybFPmzYNP378gJ2dnRCyDdGuXTtkzJgR9+7dM2kelhq7VqtFq1atQBLZs2dH5szhF5UPGTJEVJI+fmzc5cGAAQPg4+ODokWLomfPnujXrx9KliyJmTNnCkczJXn//j369++PAQMGoFSpUnr3DRkyBF5eXihbtiwGDhyIcuXKye0lMGPGjAjHnTlzJpycnAAAL1++NGoulhz7H3/8AQDIkSNHhJ91jUaD//3vf8KlTPf9GxGWGnuvXr1Ekmbfvn0NVuqqqKioqMQdVE1H1XRUlCW+Fq3I17CdOnWCg4ODwbFkvWfNmjUmzcGSY3/79i0+fPgAIHw9S7doZe7cuSbNwVLXuAAwadIkBAUFwdnZGbVq1TI4lqOjo14BV3zY6H78+DGePn0KIOT9Lq9hQ5MhQwa0aNEiXhWt7NmzB58+fQIA4bRliNKlS6NatWr49u2bSfOw5Nh79OiBoKAguLi4oG7duuGO16xZM5QsWVLo3MZiqev7nj17onv37gCAfv36iQRGQ/Tr10+s/2UHq8iw1LgHDhyIMmXKgCScnZ0j1bMmTZokEn6M1TItNfYBAwYIh+kaNWqYZS4qKioqKgqgRN8u/uolvgpAEABtOIcEQKvUOWPzADAVITbLS0Ldvv7n7R0MPGfCz/vGR/Pc7mqv9YSDn58fM2XKJPqEG9uXNXfu3EycODHfvHkjbpMkiWPGjBFjKd2Xdf369bS2tubly5f1bi9btiyTJUtGLy8vkmTv3r0JgIkSJWJgYGC44338+JEpU6aMN7H/+PFD9BYuWLBguGOR5MuXL+ns7EwArFChglFxL1u2jACYOnVq9ujRg3379mXx4sXp6OjI+vXrKx73u3fvmDx5cg4aNCjMfXIv5fz583PAgAFMnTo1AdDW1pYPHjyIMPZ79+7R1taWAFi9evU4H7uTkxMBsHTp0gb7Tuty6dIlajQaAmCdOnXidOydOnUSsUybNi3CuEnyyJEj4vPZsGHDOB17hQoVRCznzp2LNPYFCxYQAG1sbPjy5ctI4ybJNWvWsHDhwnRycmKKFCnYqFEj3r59m2PHjlU87qZNmzJnzpz09fU1eP/y5cuZLVs22tra0t7engDYu3fvSOMmyUmTJhEA7e3t+f79+zD3x5XYbWxsCIBWVla8du1apHGT5ODBgwmATk5O9Pb2DnN/XIld7rGeM2dOBgUFRRq3ioqKiorxKNlvPbJD1XRiTtOhquskOOrUqRNvdA3y1zrM2tra4PpFJjg4mKVLl443sUuSxCpVqhAA06VLF+5YZIiWlzdvXpNjt9Q1bseOHcX6fvbs2RHG7u3tzXTp0hEAw/ueiytxDxgwgMmSJSMApkmTxuC6TZf379/TxcWFAFimTJk4HXvfvn2FNvfnn39GGDcZomPK+ldc1zFdXV3FZ3f79u2Rxh4VHZO07PV9njx5GBwcHGHcJLlr1y7xt7p06VKcjdvW1pbW1tYEwJUrV0YaN0muXbtW6ED37t0Lc39ciV2OO0mSJPzw4UOkcauoqKioGI+Smo6SYsi0n+LOEwDjAHQC0M7QodQ5zX0gpJ+6nYHbqwDw/3mx8keo+/74eftTAC46t2cB8Pnn87JEc16q8JPAOHbsmLg4btCggcHHxJVFUZs2bUQsq1evjjT2bdu2icc3bdo0TsdetGhREYsxG76TJ08WG93v3r2LNG7SMhcGtra2YrN7xowZkcZNkkOGDBEb3bJoqEtciV1eFDk4OEQodOrSrVs3sZAyNH5ciV0W+8qUKRNpIpNMy5YtCYApUqQwmBgQF2LPmDGj+JyPHj060pjJEHG6adOmBMBq1aoZ/feyNOS/ebZs2fj9+3ejnqMriru6upp5hubhx48fzJkzJwFw5MiRRj8vKCiIJUqUIAB27drVjDM0H4cOHRK/U/fv34/t6aioqKjEO2I4oUfVdGJI06Gq6yQ4PDw84k3BTo8ePcSG75AhQyKN/f79+7SzsxNrnbgce61atcRa7+jRo5HGfvnyZZMLdkjLW+Pqru/LlSsXYcwy69evFxvdd+7cCXN/XInbxsZGxH7kyJFI4ybJhQsXEggp2DF0/rgSu/w5T5cuXbiPDU18KNjJmjWr+Jy3atUq0phlpk6dSgDMmDFjpIlflsq+ffuEhvn48WOjnycXK+XJk4d+fn5mnKF5kCSJDRs2JADWrFnTJE2uc+fOBMCSJUvGyQKnFy9eiOsTY5LXVFRUVFRMw1ITel4BeAjAUakxY/sAcBohNszbAcz9eZyQL+oAjArnebN/3u/58zmLAXz6eVtvBealCj8JkNatW4uNbkOuNnFlUSQvhOvVqxdpzDJyNVvatGmp1WrD3B8XYperk4DIq5lkJElitWrVCICNGzeOs5v8HTp0EIkdxlR3kCEb3aVKlSIAdu7c2cwzNA/v378XDlPLli0z+nl+fn7MkycPAXDw4MFmnKH5+N///kcATJ48Od++fWv087y9vUVCzNSpU804Q/MQHBzM33//nUD4FZjhoft+WbJkiXkmaEbc3d1F4l7o79fIePHiBRMlSkQAXL9+vXkmaCYkSWKvXr0IgAUKFKC/v79Jz797967Y4Ni2bZuZZmkePDw8xG+bMS5cKioqKiqmE8MJPaqmE0OaDlVdJ0EyZcoUAqCdnV2cLtiRN/nz5ctnUJ8xxNChQ4k4XrAjuy0DYJ8+fSKNWUaOPXfu3EYnRVgaixcvJgCmSpWKHz9+NPp5Xbt2JQCWKFEiTm506xZgdOnSxejn6RbsVK1aNU5qeVeuXKGVlRU1Go1RrsMyujpm06ZN42Ts8vq+SJEiEbrKhyYoKIglS5YkAHbq1MmMMzQPnz59Ytq0aQmAc+bMMem5vr6+zJ07NwGwX79+5pmgGVm9ejXxs7Dy1atXJj3Xy8uLGTJkIAAOHTrUTDM0Dz9+/OAff/xBAGzWrFlsT0dFRUUlXmKpCT3+AOYoNZ4lHAipSNsP4CWA7wACfopcWwGUj+S57QBcBfADgA+AMwDqKTQvVfhJgHz79k203po8eXJsTydKjB49mgCYPXt2o90byLi/0f3jxw/myJGDMNG9gQyxrE2cODEBcNOmTWaaofnYv3+/qM6JrNVWaO7duyc2uvfs2WOmGZqH4OBgUTkYFQHn0qVLtLKyopWVFQ8cOGCmWZqHmzdvivfs33//bfLz5dZbNjY2cSp2SZJEO8F06dLxy5cvJo+xdetWAiGt6Q4ePGiGWZqH58+fi8QOY1tthUauwrW1teWhQ4cUnqH5kDdmbGxsePXq1SiNMXv2bBH74cOHFZ6heXj//j1z5cpFACxfvnycFOhVVFRU4gIxnNCjajoxpOlQ1XUSJJIksXr16nG6YGfPnj0EQEdHRz558sTo5+kW7MTFjW5JksT6vnbt2ia9drqttwYOHGjGWZqHp0+fCveGHTt2mPRcb29voWMa615rScgt3qLiuKKrY8Y1DffDhw9irReV9+zLly9FwU5cK/yQEztsbGx48+ZNk5+vq2NOnz7dDDM0Dz4+PqI9YtmyZY0uxtTl4sWLwqXcWHd2S+Cff/4RxWmrVq2K0hjHjh0Tsc+cOVPhGZqHgIAA1q5dmwCYPn16tdWWioqKipmw1ISexwBWKjWeeqjCj0pY5NZbtra2PHnyZGxPxySOHDkiLm7PnDlj8vPl1lsODg4muz/EJkFBQWzUqFGU3RvIkGqwuBj7lStXxCI+qou5GTNmiNhPnz6t8AzNgyRJ7NKli6juMLbVVmhk8cjBwSFKn5nY4NGjR0ydOjUBsGXLllEWqeUqxrgUu5ywaGdnF63vZzc3NyGSnz17VsEZmof//vuP2bJlExWxUa06lSSJAwcOFLHHhdddtlLXaDTcsmVLlMeRJIkDBgwQsVv67/uHDx9YpEgRAmChQoWilLymoqKiomIcMZzQo2o6qq6jYmY8PDxE8cP8+fNjezom8eTJE6ZKlYoAOG/ePJOff//+fdrb2xMAFy9ebIYZmo9x48YRAJMmTUpPT0+Tn3/58mXhbBSXYv/vv/+YPXt2AmCLFi2iNMaxY8eEU3dcKtBbunSpWOsZ22orNLt37xaxL126VOEZmgcvLy/52oMFCxaM8vp+y5YtInZTHKtjkx07dojP6YIFC6I8zqZNm+JU7H5+fqxatSoBMHPmzFH6jpPZsGGDcDKLC+/5EydO0MHBQRF3Hd3YFy1apNAMzUNAQABdXV0JgClTplTbp6uoqKiYEUtN6BkB4A2ApEqNqR6q8KMSFnnTL1GiRLxy5UpsT8cozp8/Tycnp2hfIPfo0SNOxa7VavnXX38RAJMlS2awb7gxSJLEbt26xanY7969y+TJkxMI6TkdleoOUj/2xIkT8/LlywrPVFkkSRIJGdFNRtFNDEqcODEvXLig4EyV58mTJ6L6rnr16lFKXpORJEn0oU6cOLFFJ3NJkiQEXmtra+7atSva43Xq1IkA6OzszOPHjys0U+V5+fKlcB8rUaJEtPvE68bu6Oho0U49U6dOFWLNihUroj2eJEns2LGjcDTbu3evArNUHk9PT9ESMGfOnAbbRaioqKioKEcMJ/Somo6q66jEALqbfnGl3aynp6doOVWjRg2jW22FZuXKlSL2DRs2KDxL8zBv3jwCoJWVVbTWenKhVlyJ/fPnzyxYsCABsFixYgZbpRmLHLtGo4kT7/kNGzYolpChmxi0Zs0aZSZoJry9vVmuXDnhrG5K+3RDLFmyRMS+fPlyhWZpHnbu3ElbW1sC4Lhx46I9nhw7AC5cuFCBGZoHHx8f0SItTZo0JjmvhceiRYtE7LNmzVJgluZh3759Ism0W7duirjmyUVfADhlyhQFZqk8P378EM48SZIk4bVr12J7SioqKirxGktN6LFCiG3xVQCVASRRamz1UIUflV9otVq2bt2aAJg8eXKLv/C6dOkSkyVLRgDs0KFDlIUfMqSNUatWrQiALi4uvHTpkoIzVZagoCB26NBBbMpfvHgxWuMFBwezZcuW4oL733//VWimyuPu7i6shevWrWtSz2lD6MaeKFEii3Up0mq1IulMqXZRwcHBbNGiBQHQycmJR48eVWCmynPr1i2mSZOGAPj777+b1FIvPHQ/7w4ODty/f78CM1UWrVbL/v37C4FXKXEyODiYf/75p3D82blzpyLjKsn9+/dFn/CiRYvy48ePiowbHBwsknpsbW25bt06i2pHEBgYKJL2NBqNolWmWq2WPXv2FMlhc+fOjdZvptKcP39ebOQULFiQ//33X2xPSUVFRSXeE8MJPaqmo+o6KjHErFmzxDXf1q1bY3s6EfL69Wvmzp2bAFimTBn6+PhEazzZhdfa2triE1vmz58vNmdXr14d7fGmT58u1o5Rbe0SE7x9+1Yk8+TJk0eRVixy7BqNxqKdO5YtWyaSeZRqF6VbDBIVd6uY4MOHD8KZJ3369Hzx4oUi48qvOyy4DdPq1auFM8/AgQMV0x/k1toAOGHCBIvSNUjy06dPLFOmjEjmuX37tmJjL1iwQMQ+dOhQi2rRLUkSV65cKboIdOvWLcpFqIbQ/Q7p0aOHIvqoUjx//py///67cOax9D0lFRUVlfiARST0AJAAaA0c4d0uH8FKTDwhH6rwoxIYGMgGDRqI5A5LbU1y/Phx0Wu7adOmilzABwYGsmHDhhbtXuHv788mTZoIlwml5hgYGMimTZuKcZVIGFGa06dPM0mSJATAWrVqRdmeNzSBgYEikc3e3j5a7W3Mwbdv30TSkb29Pfft26fY2EFBQWzXrp1IcFi0aJFFbfLv2rVLJO1VqVKF3759i/DxkiTRz8+P379/j3TRHBwcLFyKrK2tOWbMGAYEBCg5/Sjz+vVr1qlTR7wu27dvN/g4SZL48uVLXrp0iadPn+ahQ4d4+PBhnjlzhpcvXw43KUKr1bJ3795CBOnevXukf9uYQKvVcv78+XR0dCQAli9f3mC1pp+fHy9fvszly5dz+vTpHD9+PIcPH87Ro0dz8uTJnDt3Lvfv32+w6k+3/RYANmnSxCKcYG7evClaTVlbW3PTpk1hHvP27Vvu37+f48ePZ7NmzVinTh1WqVKF5cqVY5UqVVinTh02b96cEyZM4IEDB8LEJUkSR4wYIWIvX768IlVy0cHX15dubm5ClCpTpgw/f/4cq3NSUVFRSSiYM6FH1XRUXUcldhk1apRIcFDC8dEcPHnyhFmyZCGgbKtVub00LNS9QteFFdFsvxOa8ePH67lXWNom/7Nnz0Sbrdy5c0er/U5opk2bJmIfO3asopvo0SU4OFjvtZk6daqi48+ZM0eM3a9fP8W0MiW4evUqc+XKJZx5nj9/HuHjJUliQEAAv3//bpTOq+vY0rZtW4tZS37//l1Pcxk7dmy4n8cPHz7wypUrPHPmDI8cOcJDhw7x1KlTvHTpEp89exbu8/73v/+JdXTNmjX56tUrc4ZkNPv27eNvv/1GIKTNliHNITg4mHfv3uW6des4c+ZMTpgwgSNGjODIkSM5adIkzpo1i1u3buXTp08Nxr9u3TqRKFW8ePEou9YryX///Sf2UwBw2LBhYebu5eXFkydPcubMmWzbti3r1avHqlWrsly5cqxUqRJr167NJk2acNiwYdy+fTufP38eZozNmzfTxsZGfKbOnj0bk2GGQavVcvHixWKPJkOGDHzw4EGszklFRUUloWApCT2nAZyKyqHExBPyoQo/KmRIv1PZucPBwYHLly+3GCFAvlC0s7MjAP75558RLvKCg4P5/ft3fvz4kR8+fKCPj0+Ejw8MDGTbtm3FRvqECROi7QKjFHfu3GHx4sUJhPRXD89JJzAwkLdv3+aJEyd44MAB7ty5k7t37+ahQ4d4+vRpvnjxwuDrGRQUJNqyAGDv3r0tItvfz8+PQ4cOFYu1Zs2aGUy8+Pz5M48dO8bZs2dzzJgxHDJkCPv168dBgwZx1KhRnDJlCnft2kUPD48w8es64ABg8+bNFakUiy7Hjx8XrhWGHIS0Wi0fPnzITZs2ceDAgaxduzYrVqzIUqVKsWjRoixTpgwrVarEhg0bctSoUdy9ezc9PT314tdqtezXr5+IvXLlypGKLObm06dPIokJABs1akQ/Pz9xv4+PD8+ePcu5c+eybdu2zJMnj+hNrXvY2tryt99+Y506dThmzBju3buXr1+/FvGHTnAoXLgwb9y4EUtRh8xn7dq1TJo0KYGQdnqHDx8W9718+ZI7d+7k8OHDWaNGDaZIkSJMzKGP3377jfXq1ePYsWP5zz//iCQfSZI4ffp0Yf2cOXNmnjhxItZif/LkCcuXLy/m3aZNG/748YMkee/ePS5ZsoSdOnVikSJFhHhhzJEuXTrWr1+f48aN44EDB+jv709JkrhixQomTpyYAJgiRQpu3rw5Vn7nAgMDOX78eBFTlixZxOfc09OTU6ZMYf369ZkuXTqjY9Y9MmTIwIYNG3LatGl88+YNSXLPnj3C9crR0ZHz58+PlUS+8+fPC3HXysqKw4cPj1Y7PRUVFRUV0zBzQo+q6ai6jkosIkkSJ0+eLK4JhwwZoreeim0OHjworkdLly4d4Sa8Vqulr68vP3/+zPfv39Pb25uBgYERXrvLTj0A2L59e379+tUMUZjOu3fvRIFWRE46Wq2Wjx8/5qlTp3jw4EHu2rWLO3fu5IEDB3jy5Enev38/3IQVuY0XEOJq/Pr1a3OGZBSSJHH58uVi/VWsWDGDesuPHz94/vx5Llq0iOPGjePQoUPZr18/Dhw4kCNGjODEiRO5ceNGPnjwwOD6Rde9onTp0haxqfzgwQPhVGLIQUiSJL569Yq7d+/mqFGj2LBhQ1aqVIllypRh0aJFWapUKVasWJG1a9fmwIEDuWnTJj58+DBM/KtWrRKuILly5eL58+djMsww+Pv7c8SIEWJOoV1YAwICeO3aNS5fvpxdu3Zl8eLF6ezsLF4/+bC2tmby5MlZqVIlurm5cfPmzXz8+LFe/Bs3bhRFQWnTplW0CC4qnD59mtmyZSMQ4rA9f/58cd+HDx946NAhTpo0iY0aNWLGjBkjXdMnS5aMVapU4eDBg7llyxa9JJfdu3czefLkBEKKcleuXBlr+v2XL1+EGzQAli1bViTtvX79mmvXrmWfPn34xx9/0MnJyWhNw8XFhVWrVuWQIUO4detW8X1+/PhxZsqUSWh/kyZNihW3HkmSuGHDBrq4uIjXQXZd8/Ly4pIlS9iyZUvRUt7UI3ny5KxevTpHjBjBu3fvkgxxr5edzjQaDfv27Rsr+v3z589ZuXJlMdcWLVoo5rCtoqKiohI5FpHQox6q8KMS+wQHB7Nbt27ioqx69er08PCI1TmFvlDs06eP3iJOdi8YN25cpBugKVKkYPXq1Q1mvWu1Wj0Hh2LFiilqD2oqQUFBnDx5skhiypgxo0g6CAoK4s2bN7lq1Sr27NmTpUuXNpjYYCj+GjVqcPjw4dyxYwdfvnxJSZIoSRInTJggNpezZcvG06dPx1rsly9fZt68eYXgNWTIEAYHB1OSJJ47d47Tpk2jq6srs2bNatKCKGXKlKxVqxZHjhzJvXv3ik3+JUuWiKqCVKlScceOHbES97dv39i9e3e996BccXL79m0OHjyYFSpUEIKYqUfq1KlZq1YtTpo0SQh827dvZ6pUqQiEOFQtXrw4Vjb5d+3axdSpUxMIaQW2YMECarVaenp6cvTo0cybN28YkUf3sLOzE2JOeEeaNGnYpk0bnjt3jpIkhRFcYsOt5/Xr16xbt66e+PrmzRt6eXlxwYIF4nNg6L1cokQJli9fntWrV2f16tVZrlw5FitWTCQGhT5KlizJNWvW0NfXl7dv3xb210DMu/VotVrOmzdPvGZp0qThnj17GBAQwL///pvlypULM3+NRsO8efOyTZs2HDRoEEePHs1JkyZx3LhxHDZsGHv16sWKFSsa/HykSpWKw4cPp4eHBz08PFi9enVxX5MmTWK0qu3q1assWrSoOH/Pnj3p7e3NY8eOsXHjxkL8lI/EiROzYsWKdHNz44YNG7h//34eP36cZ8+e5fHjx/nPP/9w3bp1HDBgACtUqMBEiRLpPd/Gxoaurq48efIkP336xDZt2oj7ypcvz3///TdGxD8PDw/27dtXfI7z5cvHK1eumP28KioqKir6xGTLLfVQdR2V2GHRokWiMCZfvny8fPlyrM7n69evekVE1apV02uzpete0KJFiwg3QJ2dnVm2bFn27duX69at4927d/WSXFauXEl7e3sCIW1+Dh48GBshkwzZ8N2yZYsoyEiUKJHQGiRJ4uPHj7l582YOGjSIlStXDncdZyj+fv36cf369bx3755Yv2/ZskU43SZNmpRr166NtU3+ly9fslq1anprLtmF9d69e1ywYAHbtWvH/Pnzi/eqMUeiRIlYvnx5DhgwgBs3bhQOT4cPHxbtm+3t7TljxoxYcesJDg7mjBkz9N6Dhw4dIhlSuDFx4kTWqlVLaDCmHokTJ2aFChU4ePBgoRVduXKF+fLlE2tmNze3WHHruXbtGgsUKCDm0b9/f/748UNoGyVLlhSFRYYOW1tbOjo6Rvh+SJIkCWvXrs1du3YxKCiIjx8/ZtmyZcX9seHWE9qVRy4YCwgI4ObNm/UKmEJ/losWLcpy5cqxWrVqrF69OitUqMBSpUqJxMfQR7Zs2Thjxgx+/PiRb9++ZaNGjcR9seHWo+vK4+DgwDlz5jAoKIjHjx83qG0AIUVlTZo04cCBAzly5EhOnDiREyZM4PDhw9mvXz/Wrl1baIO6h6OjIzt37szr16/T29ubXbt2FfcVL16c7u7uMRa3h4eHnitPrVq1+OrVK968eZNdu3YNk7hkb2/PkiVLsnv37lyxYgX37dvHo0eP8syZM6Iod8uWLRw5cmS43w8VK1bk1q1b6ePjw9GjR4u/bfbs2bljx44YSWr6+vUrZ86caRH6uYqKikpCRk3oSeCHKvyo6BJadEicODFXrFgR40JAaPtG3QvFO3fusGfPnuEm72g0Gjo6OtLFxYXJkyenk5NTuMkAyZMnZ6tWrcSmpq47iq2tLSdOnBjjbj13795liRIlxBy7du1Kb29venp6csyYMUybNm24i7tKlSqxVq1abNSoERs0aMAaNWqwbNmy4bp6FC9enKtWreKPHz94/fp1FipUSNwX0249oV15cufOzQsXLtDLy4sLFy40mNzg6OjI33//nT179uS4ceM4bdo0zpkzhzNmzOCECRPo5ubG6tWri+oV3UPe5H/58mWYxLHmzZvH2GJYkiTu379f7303adIkfv/+PVwBIH369GzQoAHHjx/P3bt38+TJk7x48SKvXr3K8+fP88SJE9yyZQuHDh3KqlWrCmFPPqytrdm0aVOeOHGC79+/Z/PmzcV9lSpV4pkzZ2LkM3/z5k29c1eoUIFPnjwxmNxga2vLokWLsnPnzly6dCmvXLlCHx8fvQQkSZLo7+/PJ0+ecMuWLRw8eDCrVKkSJv5ChQpx2bJlfPfunZ74ki9fPq5cuVK4xJiLV69ecdSoUXquPOvWreONGzfCCADJkydnzZo1OWLECO7cuVMk4oWHXNmpKw7rJrm4uLjQzc2N9+/f56RJk4SoljJlSg4dOtSsTk1fv37lvHnzhEMLEOLKc+vWLY4cOVJPuEmcODFbt27NuXPn8t9//9UT/SMitIOVLCoCIQmCDRo04KFDh7hs2TLxd7G2tmaTJk14/Phxs7zv/f39uWnTJj2xMUuWLNy3bx/nzp2r9/ewsbFhixYt+Pfff/PRo0cmJ9jJ8W/cuJGurq56n6G8efNywYIF3Lx5s55IWLBgQS5dulTxpC6tVssjR46wYcOG4ntddeVRUVFRiV3UhJ74e6i6joouFy5cYO7cucX117Bhw2LFrefgwYNMnz692NSUEy1ev37NsWPH6l0Hhz7s7e2ZLFkypkiRgokSJQrXsdPJyYk1a9YUm/y67igA2KFDhxh369F15QFCkphevnwZobYBhDiNlC9fnjVr1mTDhg3ZqFEj1qpVixUqVAjX1SNLliycNm0aP3z4YLBgJCbdekK78qRIkYJbtmyhv78/t2zZwgoVKoSZv7W1NQsVKsQOHTpwzJgxnDJlCufMmcNZs2Zx4sSJHDZsGBs1aiQSdkLrQZ07d6a7uzu9vLz0EsdKly7N69evx1js169fZ+nSpcX5O3bsyC9fvvD48eNs0qRJmOQGFxcXVqtWjUOHDuWWLVt44sQJnj9/nlevXuXFixd58uRJ7t69m+PHj2eDBg3E50j3qFChArds2UJvb28OGzZMrLly5crFHTt2xIiW+erVK7q5uYn4cuTIwX///VckN8iarqzV5s6dm61bt+bs2bN5+vRpfv78WS8ZQZIkBgYG8vXr19y3bx/Hjh3LevXqicQR+ciQIQMnTpzI169fc86cOaLIMU2aNJw6darZ3be/fv3K+fPnixaCNjY2HDt2LJ88eRJG23B0dGT58uXZv39/btiwIUK3LZk3b95w7969HDNmDOvWras3nr29Pf/66y9evHiRmzZtEnqng4MDO3TowKtXr5otbkPaRtmyZXnt2jXOmzdP/O7If5N69epx8uTJPHz4sNEuLpIk0dPTUzhYhf7eKFOmDDds2MADBw4Itx4gpGBp8+bNZinU02q1PHr0KBs1aiQ+Z0mSJOGKFSu4YcMG/vHHH3pzrFKlClesWMEbN26Y/DnUdfDq3r27XtFW2rRpOXr0aB4+fFi49cga8fjx4/UcsZTi+vXr7Ny5s55OqbryqKioqMQeFpnQA+A5gL6RPKYXgOdKnTOhHqrwo2IIQwLE6dOnzb7JL0kST5w4wUqVKuldKL5588agAJAkSRJhwxrRBqh8Qbxr165ws97lTc03b97oOaXkz5+f//vf/8ye3HLr1i1269ZNz5XnyJEjBgWAzJkzs3nz5pw+fTqPHz8eae953dY9I0aMYM2aNfUqwJIlS8YBAwbwzp07HDNmjBDLUqRIwSFDhvDZs2dmi1tObpA3mK2srDho0CBeunSJ3bp10xMAfvvtN/bq1Ytr1qzh7du3ja5CkCSJL1684I4dOzh8+HAWLlxYT1SoX78+9+/fz0WLFonzWVlZsVGjRjx69KhZXGvk5AbdBW+xYsV44sSJMAJAokSJ2KNHD+7fv59v3741+VySJPHZs2fcunVrmE3+PHnycMGCBdywYYPeZyJ//vxcvHgxvb29FY3bkADg5OTE+fPnc8mSJWGSG5o3b84TJ05EKwFAkiQ+fPiQI0aM0IsxceLE7NOnD/fs2SPceuTPQ//+/fno0SPF4jYkAMgi69GjR8O40lSpUkUxEc7X15dr1qxhyZIl9c5Rr149Hjx4UE941Gg0rFu3Lg8cOKBYVaO7uzs7d+6s56KUMWNGbt26lW5ubnp/D6WTS2Rnr9atW+tVBBYpUoQHDx5kixYt9DYHcufOzXnz5kX6nWoML1684PDhw/Xec0mSJKGbmxt3796tJ0rLgmRUPt8RIW+W6AqgWbJk4e7duzly5Ei9xJ7EiROzZ8+ePHv2rNEJVKEJDg7m3bt3OWvWLL3qaltbW7Zq1SpGK+dUVFRUVMISkwk9qqaj6joqsYuvry8HDRokrrXz5s3L7du3x8gm/+3bt/XasJQpU4b379/niRMn2LRpU731qL29PUuVKsUePXpw5cqVEW6Afvz4kUeOHOGUKVPYpEkTURSju6k5YcIEenp66jml/Pbbb5w8eTLfv39v1rhlh1l5gz1RokRcvnw5b9y4EUbbSJkypWiTvG/fPtEqNyJ0W/c0btxY7xrfzs6Obdu25fnz57lmzRqh98TEJr/swpInTx4xnyZNmtDd3V1P65H/Jn/99RcXL17MS5cumeQm8/79ex48eJATJ05klSpVwmzyr1u3jnv37tVbZ5UtW5abNm0yS0GBIW0jffr03LVrF+fPnx8muaFZs2bcunUrnz17FiVtVXYoD73JnyZNGo4aNYqHDh0Sbj1ASCvqcePGGfXeMgVD2obsyrNz5069vwcQ0uJ927Zt0V7jv3nzhnPnzmXOnDn1/q4tWrTgoUOH9M5rZ2fHNm3a8Pz584rq2Ddu3GCXLl30khsKFy7Mo0ePsnnz5nraRoECBbhkyRJFtI3g4GDu37+fderU0StYLV68OP/55x+6urrq/c1LlSrFtWvXKubW9PLlyzDaRuLEiTl79mwuXLhQ7/0ofw8rmVzy4MED9uvXT0/HTpcuHbds2cIBAwboFbGlTp2aI0eO5MuXL6N93s+fP3POnDl67zlZ2zh27BiLFy+up/X07duX9+/fVyDiX3h7e3Px4sV6n+0kSZJw2bJl4X7PHDhwgJ8+fYrS+SRJ4vPnz7lmzRq95FggZG/owIEDisanoqKiomIalprQIwEYE8ljRgLQKnXOhHqowo9KeIR26wFCHCwWLVqk+Ca/XN2gKwCkSpWKf//9NydMmBBGAOjZsydv3LgRrUQLSZL49OlTg84Qffr04a5du/QEoqRJk7Jfv358+PChYnEbEgCAEFeevXv36v095OQGpRKrfH19uW7dOr3NfACsX78+Dxw4oLf5r9FoWKdOHe7fv1+RTX6tVstjx46FSW4oVKgQDx48yFatWoURAJQUHyVJ4vnz59mmTRuRQCUvhg1t8ufMmZNz5syJdgWCJEm8du1amOSG9OnTc/r06Vy5cqXeAlVJAUCX169fc9y4cXouV9mzZ+fevXs5evToMJ+3Hj168MSJE1GubPzx4wfPnz9vMLmhT58+PHnypF5CizkEABl/f/8wbZ3k7xpDn4dq1apx1qxZPHXqlEnfe7pVNaNGjQojALRs2ZInT57kuHHjxHvNXAKALleuXGH79u1FBZvcau38+fP8888/9T4PGTNm1KueMyb+gIAAXrt2jcuXL2fXrl31XL/kv+euXbt45swZkbxlbW2t55RmLt6/f88pU6YIgdfGxobjxo3jy5cvOWHCBL2qR41Gwzx58rBt27acO3dupEkuocX10BW0hQsX5vLly/n69Wt26tRJ3F6iRAnu3r3b7BbJgYGB3L59O4sUKSLO3aNHD37+/NmgE5jc4uzPP//kvHnzePbsWT58+JAeHh58//49X79+zSdPnvD69etcu3Yt+/Tpwz/++COMvXTGjBk5efJkvnv3zqzxqaioqKgYRwwn9KiajqrrqFgAum49QEhyy9ixYxV3bjHUPtfe3l6sc0NrG82aNeOJEyeivcZ///59GBdQWTs5dOiQ3oakra0tW7duLdowK0F42ka1atV4/PhxvWI1pbUNrVbLgwcPsl69egY3+Rs3bqx3bt02zEpgyGE2Xbp0XL9+PYcPH66XuJU/f37FtY1Hjx5xwIABeo686dOn5/bt29m/f38mSZJEb80/fPhwRYrVnj9/zhEjRoTREfv168d//vlHr1goXbp0HD9+vOJJNfImf/78+cW5kiVLxv/9739htFVra2u6urpy7969UdZYAgMDeePGDc6aNStMQk3Lli157NgxvSQ+Wesxh7Yhf+YaN24sPnP29vacNm0a//nnH9avX1/v81C4cGFOmDCBBw4cMHld+unTJ5FE+Pvvv+t9nqpWrcodO3ZwzZo1dHFx0dN6zp49azZt49mzZxwyZIjQ6uWiyNu3b3PgwIFiLkCIE1SjRo04ceJEHjx40KikRq1WywcPHnDDhg3s378/y5Urp/f3LFSoEJcvX847d+7oOZ1XqVJFOKWZi+/fv/N///ufXpHmX3/9RQ8PDy5dulTPtQYAM2XKxMaNGxvlEvTt2zeeOXOGc+bMYZs2bZgnTx69uDNmzMhJkybR09OTkydP1ivGXb58eZSLooxFkiSeOXOGderUEXOqVasWPTw8wnUCk1ucTZkyhUeOHOGDBw/44sULvnv3jv/99x+fPXvGO3fucPv27Rw2bBirVasWxuE+adKk7N+/v6J7ISoqKioqUScuJ/RMBeCn1DkT6qEKPyqR8f79+zCtnpydndm9e3ceOnQoylamcnVN6OoGecF75MgRPSticwgAMoY2+dOmTcvt27dzw4YNYRZulStXFhfEpmS9BwUF8c6dO1y7di179eoVRgDo3bs3r1y5wm7dusVIcoPMtWvX2LFjR7HJnzhxYi5fvpwXL17kX3/9JSrb5Pm4urpy6tSpPHbsmFE9qr28vHjy5EnOnDmTLVu21EuUkgWAM2fOcOfOneJv4ujoyD59+vDevXtmi5sMeR9OnTpVbObLLa9evXrFiRMnhrF2zpYtG5s1a8Zp06ZF6I4kSRKfPHmi1/pIN1lHFgDkNkq61ti1atUyqwAgExgYyB07dugtevv27csvX76Ea4mdI0cOtmjRgjNmzODx48d548YNPnjwgM+fP+ejR4948+ZNnjlzhgsWLGC7du1YoECBMH3QZQHA29ub8+bNE8lNadKk4d9//x0j/Z/JkJZfod3APn78yGvXrrFTp056SVfykTNnTrZs2ZJTpkzhwoULuXLlSq5bt47Lly/nvHnzIux7LQsAb9++5c2bN/WSK3r27GmW77bweP/+PZs1a6b3nfb8+XN++PCB06dPF9bRuodskd2gQQO2bNmS7du3Z8eOHdm6dWs2btyYxYsX10sIMiQA+Pr60s3NTQgj+fPnN2u1qCHC63MfFBTEXbt2sVq1anpuPrrxp0yZkhkzZmTOnDmZPXt2pk+fXk8w0z2cnZ31qgIPHz4svk/s7Ow4bdq0GHuvywQGBnLChAkivixZsvDEiRMkQyqpe/fuzcKFC4fb0sCYI3PmzHR1deWePXtiPD4VFRUVlYixwIQeVdNRdR2VGMDX15cLFizQ01fkNsw7duyItK1veHh7e/P06dMcPny4QW3j1KlTrFatmp7WYw7HEJKihbrupqajoyNnz57NgwcPskGDBmGKiUaOHMndu3fz1atXRscvuxds27aNQ4cONdg+9+TJk5w+fbrQUeTkBnNqG8+fP+ewYcOYMmVKAr9ard29e5dubm56a5ZkyZKxTp06HD16NPfs2cPXr19HGr+vry8vXbrExYsXs2PHjnqtjYFfDrMXL14U92k0GrZo0cLs2saPHz+4atUqvWKSjh070tPTk8uWLQtTZJI2bVrWrVuXY8aM4d69eyN8P75580a0fqpbt66eLgqEOMwaauddqFAh7ty50+yOWPImf82aNcW569Wrx9evX/PkyZNhHJrlz2H9+vU5btw4/vPPP3R3d+f9+/f5/PlzPn78mLdv3+bFixe5cuVK9ujRg6VKldLTBIEQh1lZ29i3b59wi3JwcOCMGTPMntwg8+rVK3bo0EHMq3Tp0iJpQffzoHvILezHjh3L+fPnc8WKFVy3bh3/97//ccGCBZwwYQKbNm1qUBORCz0fPHjA//77jw0aNNDT8Tw8PGIkbjLkM6nbai137ty8cOECf/z4wdWrV7NEiRIG1+sZMmRg7dq12bx5c/7111/s1KkT27Rpw6ZNm7J8+fJ6bjvyoet4FBwczMWLFwvHsdSpU3Pnzp0xFjcZ4lik22rtt99+4z///ENJkvjvv/+yVatWYYqN5MPFxYXp06dn9uzZmTNnTmbMmJEpU6bUS96RD1tbW9aoUUNoG3fu3NFz5enataviBc+RIUkSN27cKL7TkyRJwpUrV4pWZWPGjOEff/xhUM809kiZMiVr1qwZI90KVFRUVFRMw2ISegBk0jkkAHNC3SYfWQFUBPAEwD0lJp6QD1X4UTGWwMBAbtu2jRUrVgxzsZcxY0Y2btyYkyZN4v79+3n+/Hlev36dd+/epbu7O8+fP89//vmHEyZMYMOGDQ32v5YFgG/fvnHo0KF6i5ITJ06YPblB5ubNm3qJPW3btuXnz595/fr1MMlH8iFnvY8ZM4YzZszgggULuGTJEs6ZM4dTpkwJ171AXugvW7aMPj4+PHbsmOgBLCeWxIQltszbt2/1qrhq1KhBDw8Pfvz4kTNmzGDWrFkNXuxnzZqV1atXZ4MGDdiiRQu2aNGCDRs2ZI0aNfTaroQnAHz8+JEtW7YU91WoUIFPnz6NsbjJkGoM3USqYsWKibZeu3fvZo0aNcRiMfTh5OTEFClSMH369EybNi2TJk1qMCFAFo/69u3LBw8eUJIkrl27ViT6JEuWjOvXr4+x97pMQECAXqu17Nmz88yZMyTJO3fusH///gZFHGMPa2trFipUiF26dBHVkE+ePNH7nLVp08ao5DCl0Wq1eq3WUqVKxR07dpAkv3z5wpUrV7Jbt24sUaKEwWSViA4XFxdWq1aNQ4cO5f79+xkUFEStVsuJEyeKv3WWLFl48uTJGI9bZtu2bULkcnZ25ooVK0iGCCS6TjvFixcP9z2te8hJP7Kzz5kzZ/jjxw+S5P3794XgbWVlxeHDh5vF+txYTp06Jb7TbGxsOHPmTPHZ8/f359WrV7ls2TJ27tyZRYsWjTB+Z2dnlitXjv379+eGDRt4//594WYmSRKHDRsmHluyZEmzJypGxq1bt1i0aFExp7Fjx+p97/j5+fHy5ctcsmQJO3XqxOLFizNHjhzMkCEDU6ZMyd9++43ZsmVj/vz52aRJE6Mq3lRUVFRUYh9zJ/Somo6q66hYNpIk8dSpUwY3+VOkSMEaNWpwxIgR3LFjB//9919eu3aNd+/e5Y0bN3jhwgUeOXKEs2fPZuvWrfUSWeRDbp/r7e3N5cuXizYoKVKk4Lp162JM2/D09GTbtm3FvMqVK8fHjx/z5cuXYZxV5CNVqlSsVasWhw0bxmnTpnHevHlcsmQJ582bx6lTp3Lw4MGsVq2awWR+3fa5Dx480HN97dixY5SdbqOC3GpN3pzOly8fL1++HG4bZvlIkyYNq1Spwvr167NZs2Zs1aoVGzduzFq1arFQoUJh3i/AL4fZBw8e0N/fnyNGjBCPy5EjB//9998Yi5sMWcPqtlpLnz49Dx48KNowt2rVKkyRlXw4ODjQxcWF6dKlY7p06eji4hKu/pM0aVK2atVKaBunT58WrjyyC2xAQECMxm5IW1q3bh0lSeLr1685fvx4VqpUSc+1yNQjR44cbNmypXCY/fLli54rT9myZfn48eMYjVvmwIEDokhPdgYLDg6mv78/t2/fzgEDBrBChQoGk1UiOhwdHfn777+zT58+3Lhxo0hu2LJli15CxapVq2Jcx5O5fPmySNa0srLi4MGDRWHNo0ePuHHjRg4YMCDcZB1DR8aMGfWcfWSt7vPnz3rt7uSiuNji8ePHeo73HTt2FJ+94OBg3rt3j+vXr2e/fv1YtmzZcJN8gBANvlixYuzSpQuXL1/Oa9eu6elVGzdu1HPlOXr0aGyFTTJEv2/YsKGYv6urq958dQuK+/Tpw7JlyzJXrlzMlCkTU6VKxbRp0zJLlizMkycPa9WqxZEjR3LXrl308PCItfeyioqKikrkWFJCjwRA+/PQ/f/wDglAfyUmnpAPVfhRiQpylU9kF8QRHc7OzixfvjwHDx4sbFgNLUSUsgM2Ba1Wq+cckjZtWu7du5dkSHuw9evXs2/fvuEm6UR0ZMmShU2bNuWUKVN44cIFSpJEf39/du/eXTxGTiaJDSRJ4t9//y1sNhMnTsy1a9eKv8vt27e5Zs0a9u7dm7///rtRWf/29vYsWbIke/TowZUrVwo3DJI8c+aMENScnJy4YMGCaLVSiy6hk6oWLlwo7gsMDOStW7e4evVq9uzZk6VLlw5X5AFCqkTq1avHsWPHct++fXqVX4GBgWzTpo14bL169cxSqWgK169f16temz59ut79gYGBvHnzpqjUKlu2LAsXLsxcuXIxc+bMzJkzJwsWLMgyZcqwQ4cOXLx4MS9duhTmM3z+/Hlhi50mTRru2bMnJsM0yLNnz/TceiZMmBBmERsQEMDr169zxYoVdHNzY8+ePdmhQwe2bduWnTt3Zu/evTly5Ehu27aNz549C/P8oKAgtmvXTpyjZ8+eMVa5FhEfPnzQc+sZOXKkwQV8QEAA3d3duWvXLm7atImrVq3iihUruGHDBu7YsYNnzpwJ12Xo6tWrwhI6X758vHLlirnDMgofHx+9SsrBgweHK14EBATw/fv39PDw4MOHD/n48WN6enry48eP4bYiDA4OZteuXYW4O3XqVItxrZHdeuTk2T59+sTqd6+KioqKivmJgYQeVdNRdR2VOMKbN284ceJE1qhRI0yLDWMPeQO0W7duon2uh4eHnitPkyZNYq396t69e4WjiqOjI+fOnUutVsuAgADu2bOHw4YNY/Xq1U2OP3Xq1KxduzZHjRrFAwcOMCgoiJIkcc6cOWGSSWKLCxcuhCmmkNcsz54949atWzlkyBBWrVpVr2VVeIeVlRXz58/Pv/76iwsWLOD58+fFOv/58+d6rjz9+/cXRR2xwf379/WSqnr06CHWYFqtlk+ePOGWLVs4ePBgVqlSJdwkHyAkeady5cocNGgQN2/ezCdPnuitmaZOnSoeKzu/xiavX7/Wc39u27atXiKdVqvl48ePuXnzZrq5ubFKlSosUqQI8+TJw8yZMzN79uwsUKAAS5QoIZyZT548GSYp7dWrV6KVn4ODA+fMmRPumjim+Pr1q55bT+gEBzIk/ocPH3LTpk0cNmwYe/XqxU6dOrFt27bs2LEje/XqxcGDB3Pt2rW8c+eOwbX7nDlzxDlq1arFV69exVSI4eLn56dXGNuwYUP6+fmFeZzcTmvv3r3cvHkzV69ezeXLl3PdunXctm0bjx49Gm5brv/++098znUL4WKb0G49derUCff7Jzg4mB8/fqSnpycfP34s2op/+PAhwiS8RYsWide8c+fOMe7KEx6yW4/8HVatWjWL0BhVVFRUVMyHkpqOhiFCQpTQaDRrf/44agD8BeAWgJsGHqoF8BnACZJHo3xCFQCARqNxL1asWDF3d/fYnopKHEWr1eLRo0dwd3eHu7s77t69ix8/fsDf3x8BAQGwt7eHg4MDEiVKhAIFCqB48eIoXrw4cuXKBWtrazHO7t270bJlSwQGBiJ37txYu3YtypQpE4uRAU+ePEHHjh1x7tw5AMCsWbPg5uam9xitVouHDx/C3d0dT548gZ+fH/z9/REUFARHR0c4OjrCxcUFRYsWRbFixZAiRQq953///h2NGzfG8ePHYWtri7Fjx2LIkCGwtbWNsTgN8f79e/To0QO7d+8GAEyePBnDhw+HRqPRe1xwcDAePHiA//77T8ROEo6OjnBwcEDatGmRP39+g/EcOHAArq6u8Pf3R4UKFbB69Wpkz549RuKLCB8fHwwePBjLly8HAIwdOxZjx44NEzsQ8vrLcfv5+cHa2lq87g4ODgbH9/PzQ7NmzXDgwAEkSpQIS5YsQdu2bQ2OH9MEBgZi8uTJmDhxIkhi2LBhmDJlimJzO3bsGBo1agRfX1/Ur18fa9euRfLkyRUZO7pIkoQFCxbAzc0NkiRhwIABmD17tiKxBwQEoFWrVti9ezecnJywY8cO1K5dW4FZK8eaNWvQpUsXaLVa9OrVCwsWLICVlVW0xz137hzq1KkDHx8f1KlTBzt27ICjo6MCM1aOrVu3om3btggODkbXrl2xdOnSaMcuSRLatWuHjRs3wsHBATt27EDdunUVmrFy7Nq1C61atUJgYCA6deqEFStWKPK6q6ioqKhYHsWLF8f169evkyxujvFVTSf2UHUdlehAEh4eHkLTuXnzJry9vcU619bWVqxvc+fOLTSdAgUKwN7eXoxz+/Zt1KhRA+/fv0eKFCmwePFiNG/ePFbXuV++fEH//v2xYcMGAMBff/2FVatWwcbGRjyGJF6+fAl3d3fcu3cvjJ7l6OiIxIkTo0CBAihRogTSp0+vF5MkSejfvz8WLlwIAOjYsSNmz56NZMmSxWisofHz88OYMWMwe/ZskESLFi2wfv162NnZ6T2OJF68eIGnT58KXSM4OFi85smTJ0fBggXh7Owc5hz3799H9erV8d9//yFHjhxYs2YNypUrF1MhhktwcDDmzJmDMWPGICAgAE2aNMHff/+t936VIQk/P78wepZ8GHr/ksTw4cMxffp0aDQajB49GiNHjgzzt40NSGLDhg3o1asXvn//jvr162Pbtm3h6lOm8vjxY1SvXh2vXr1CwYIFsWPHDuTKlUuRsZXgwIEDaN26Nb59+4YaNWpg165dBt+7pkIS48aNw4QJEwAAs2fPxoABAyxCx5M5d+4cGjRogK9fv6JKlSrYu3cvEiVKFO1xX716hSpVquDZs2fImzcvjh07hvTp0yswY+Vwd3dHrVq18OnTJ1SoUEHordFl9uzZGDRoEABgxowZGDx4cLTHVJpbt26hRo0a+PDhA37//XccPXpUkdhVVFRUVCwPRTUdJbKCfiYFRdpvXT3USi6V+MO6deuENW/37t1jxZUnPLRaLadPny6y8UeNGqWY/eTXr19ZpkwZUeXl7u6uyLhKIUkSlyxZIuyaI3KvMJXt27eLtkNdu3aN9WoeQ6xZs0ZUuAwYMECR2H19fVm5cmUCIdbjV69eVWCmyrNp0ybxmezXr58isR8/flxY1LZr185inEpCs23bNtFeqW/fvtGOPSgoiE2bNiUQYn194cIFhWaqPHv27BGvkRKvu7u7u7D1btmyZYxbj5vCwYMHheNY//79oxW7JEnCdS1RokSihZ2lcuzYMRG7Ut91KioqKiqWh7kdeqivM6iajqrrqCQgLly4IJxeqlatGq7LQ2yxZ88e0Wa5UaNGBt0rokJwcLBwYbWzs+O2bdsUGVdJTp48Kdqf1a5dWzG97caNG8KFtUKFChbjWqHL+fPnhXtFjRo1FHndJUlinz59hAvr5s2bFZip8ly5ckW4T1WtWlWR2J8+fcrffvuNAFimTBl++fJFgZkqj7u7u2gtXrlyZUVinzRpknCrWrdunQKzNA+3b98WzmRKvO7v378Xbl/Fixe36Dbb9+/fF63XqlatGu0W7ytWrBB7AcuXL1dolubh8ePHzJgxo2Kxq6ioqKhYJhbTcktvIKAdgJpKjaceqvCjYrmsX79eXCCPGTPGYjcS169fLxIcRo4cGe3xvn//zt9//50AmClTpljrNW0MmzdvFsk3SsR+8OBBMd6QIUMs9jUnyZ07d4oEh9GjR0drrMDAQNarV49ASBu3e/fuKTRL8/DPP/+I2MeMGROtsS5evCgE1B49elh8a5+DBw+K2MeOHRvlcbRarbB9Tpo0KUMSqC2bI0eOiNjHjRsX5XEePnwoRLRmzZpZZNJeaI4cOSKSucaPHx/lccaMGUMgpN3gqVOnlJugGTl8+LCIferUqbE9HRUVFRUVMxDDCT2qpqPqOioJhCtXrjBRokQEwMaNG1vsRuLFixdF0lG9evX0WhFFBUmS2KlTJwIh7cOPHj2q0EyV59q1ayL5RonYHz58yFSpUhEA69ata1FFeaG5efOmaPPeoEGDaMc+atQokcC1f/9+hWZpHu7evSuSOxo2bBit2F+/fs2sWbMSACtWrGjxrX0ePHjANGnSKBL7woULRTLP1q1bFZyleXj8+LGIvVGjRlEupvPy8mKRIkUIgEWKFAnTes0S0Y29cePGUdahdu3aJYpbFy1apPAszYNu7E2bNrVorV1FRUVFJWpYakJPEIC5So2nHqrwo2KZ7NmzRyTJTJ8+PbanEym7du0S8505c2aUx/H392eNGjUIgBkzZqSHh4eCszQPu3fvFrHPmjUryuOcO3dOOEEMGjQoTiwwdGOfM2dOlMdp3749ATB58uS8e/eugjM0H7t27RIuRVFdxL569YouLi4EwD///NPik3lkdu7cKWJfs2ZNlMaYO3euEHjPnTun7ATNiG7sO3fuNPn5gYGBLFy4sOgrb8nOPKHZsWOHiP3EiRMmP//8+fPUaDS0srLivn37In185syZRVJr6CNNmjR6j5WrfyM6qlSpYvKcZXbs2EGNRkNra2teu3YtyuOoqKioqFgmMZzQo2o6qq6jkgC4e/eucAFp1aqVxbqwyty6dUvMt3Xr1lFem0qSRDc3t/+zd9ZhUaVtGL+HDsEA2xW7sBG7W9fuWjux27VjdV1dY42127V27dy121UREwMDLAwEpXPu7w++c3YGBpgZBhjg/V3XuXadc954OBPnvd8nCIBWVlZGn5GTJB88eGAQ29+8eSNngmjWrFm6WOs9ePBA1iR69eqltw4lOXaYmpry0KFDBp5lyqBqe79+/fTqIzw8nOXLlycAurq6MjAw0MCzTBnu378v2z58+HC9+jh//ry81t6wYYOBZ5hyqNo+depUvfqQ9IcSJUoYXda1xLh3757svKmPfu3r6yt/V86bNy/J641J07l3756clWzTpk169yMQCAQC48RYHXreAvjNUP2JQwg/AuPDw8NDzgIxffr0tJ6O1uzYsUN+yNZno5skx44dSwDMmTMnnz59auAZphzbtm2TbT99+rTO7b9+/coCBQoQAAcOHJgunHkkJNtNTEx48+ZNndvv27ePAGhra6tVe10WhK9fv+awYcNYtWpV5s6dmxYWFsybNy9r167NzZs3JzsCbevWrXK2kcePH+vUVqlUslmzZrLYp81cdLFdE/3795ev9/Ly0mm+cZFS7Nrb2/P169c6tX327BmtrKwIgAcPHkzyel3sfvXqVaICQNeuXXWaqyaWL19OILYcoK5plWfPnk0ALFy4sFaRe/rcc6VSya1bt7JevXrMnj07raysWKhQIXbu3DnZ36tz5swhABYqVEinyMPQ0FA5HfWPP/6oVRsnJydmzZqVs2bNinfEdRw9ePCgxutmzZrFIkWKJNvZlPzv96ls2bJGG10tEAgEAv1IZYceoekIXUeQwfny5Ytc3qR169bJXnemFqoZhfTd6N65cyeB2JJLJ06cMPAMU45///1Xtn3RokU6t4+JiZFLiNeqVYvBwcEpMMuUQdV2fRwzHj16JGuY27dvT/J6Y9J0bty4QRsbGwLgX3/9pXP7qVOnEgCLFi1KPz+/JK83Jk3n2rVrcibaM2fO6NQ2ODhYzkqkbbZyY9J1Ll68KAfs3Lp1S6e2x44dkx0Wnzx5kuT1xqbp6Dp/1Tm1a9eOQGyZPm10a2PTdKTfJ310TIFAIBAYN4bUdBSMFRKSjUKh2AigKoCKJJUG6VSgEYVC4V65cuXK7u7uaT0VQSYiMjISVatWxb179zBgwABs2LABCoUiwesLFSoEHx8fjedy586NDx8+xHv92rVr+Omnn3Djxg2Eh4ejWLFi6N+/P0aOHAlTU9NkzX/JkiWYMGECcubMiUePHiFnzpxat71y5Qrq1q0LExMTXL16FdWqVUv0el1sj4qKwu+//467d+/Cw8MDnp6eiIqKwoYNGzBw4ECt55gYc+fOxaxZs+Dk5IQHDx7Azs5O67YDBw7Epk2bULVqVVy9ehVmZmaJXq+L7V5eXjhw4AD+/vtveHl54ePHj8iePTuqV6+OMWPGoEGDBlrPMyEmTJiAJUuWoEyZMrhz5w4sLS21avf582c4Ozvj8+fPWLNmDYYOHZpkm0KFCuHr168YM2ZMvHNZsmTBhAkT5H9fuHABbdu2RbVq1VCkSBHkyJEDX758wcmTJ/HmzRvUr18fp0+fTvLvnRj9+/fHli1bUL16dVy5ckXrz9CmTZswcOBAZM+eHY8ePULevHmTbKOL7XE5evQo2rRpgyxZsiA4OBheXl4oVqyYVnPVBEm0b98ehw8fRrNmzXDy5MlEv6skYmJiUK9ePVy9ehU//PADtm/fnmQbXez29vZG4cKFUaFCBbRr1y7e9WXLlkWnTp2SHDMxlEolGjZsiIsXL6Jbt27YvXu3Vu3u3r0LV1dXREdH4/z586hfv36SbXS95+Hh4ejcuTOOHTuGkiVLonHjxrCzs8P79+9x+fJlrFixAq1atdJqvpqIiopCtWrV4OHhgWHDhuH333/Xqt348eOxdOlSnb4jChUqBCD2nurL169fkS9fPsTExODdu3dwdHTUu6/Q0FBUrFgRXl5emDZtGn766Se9+xIIBAKBceHi4oI7sfU/XVJ6LKHppC5C1xGkBb1798aOHTtQvXp1nD9/HlZWVoleb0y6ztmzZ9GkSRMoFArcuHEDrq6uWrf19fWFs7MzAgICsG7dOgwePDjR641N0zl27Bhat24NS0tLeHh4oHTp0lq3XbNmDdzc3ODo6IhHjx4hV65ciV5vbJrO7t270aNHD9jZ2eHhw4coWLCgVu2io6NRq1Yt3Lx5EwMGDMDGjRuTbGNsms7q1asxYsQI5MqVC48ePdJ6zXj79m1Ur14dSqUSly9fRq1atZJsY0yaDgDMmzcPM2fO1FnHHDlyJFatWoUKFSrg5s2bsLCwSLKNsek648aNw7Jly+Ds7Ax3d3etNIqAgAA4OzvD19cXS5Yswbhx45JsY2yaDgD07dsX27ZtQ40aNXD58mWtfjN27dqFnj176vQdYWyajr46pkAgEAiMH4NqOobwCvq/U1BuAK8AbAHgaKh+xSEiuQTGwaxZswiARYoU0SqiRxdvd/K/Ul62trbs378/J0yYwJIlSxIAO3XqlOz5q0YldenSRet2ISEhLFasmE6RYLrYHhAQoBYBIaVBNmRa2MjISMkTlEOGDNG63cmTJwnE1hl/9OiRVm10sb1r164EwDJlynDw4MGcMmUK27dvL5fK+u2333SyUxP6ZN8gyc6dO8tpU7VNa+3k5EQnJyetro2IiNDYb2RkJOvXr08Aya7zHRAQIEdfahvJ9/r1a9rb2xMAd+7cqfVYutiuyqdPn5g7d2527dqV9erVM0g0F6mebnfjxo1atVm6dCkBMG/evPT399eqjS52S5Fcffr00ep6fXnx4oUcyadNRjLVUlu6pLTW9Z67ubnJn8OE3vvJ5d69e3Iknzalt6RSW6ampjpl8dL3/a7KihUrCIDdunVLVj8SV65cEaW3BAKBIAOSyhl6hKYjdB1BBubIkSMEQGtraz579kyrNsam60gls8qUKcOwsDCt2iiVSrZp04ZAbGlhQ2dvSA1NhyT79etHAKxWrRqjo6O1avPy5Uva2toSAPft26dVG2PTdJRKJdu3b0/8P4OwtlmjFy5cSAAsUKAAv379qlUbY9N0YmJi5L60zfwSHh5OZ2dnAuDYsWO1HsvYNB1VHXPo0KFatZFKbZmZmdHDw0PrsYxN1wkJCWHx4sV10qGlslC1atXS+vvBGDWdgIAA5suXj4B2pbdUtT9dvnONUdN5//69XHJNlN4SCASCjIOxltw6B+AugBgAYQAeAzj//9dVj7OGGjOzHkL4EaQ2Hh4eNDMzIwBeuHBBqza6PBx/+/aNOXPmpIWFhVpK0bCwMNaoUYMAuHv3bn2mroaqmPHnn39q1UafUia6igAnTpzg+/fvSf7nOGVo8ef+/fvyRrc2pbdUS20tXLhQ63F0sX3Lli2MdU5V58KFCzQ3N6eFhYX8d0kO0qa9tqW3pFJbWbJk4atXr7QexxALQvK/skk//fRTsvs6ceIEAe1Kb6mW2mrbtq1O5dX0tb1du3bMnTs3/fz8DCr+kOQff/yhdcpa1VJbR44c0XoMYxN+JFauXElAu9JbUqkqbUttSehi+/Pnz2liYkJXV9cUL9s3d+5cQovSW5GRkXo5+5GxtufJk4c7duzg/PnzuXz5cp47d05r4Ywky5UrRwA8d+5cvHPSe0XXz5Tq75UucxEIBAKB8ZLKDj1C0xG6jiCD8uXLF+bJk4cAuGzZMq3bGZuuoxqwM2XKFK3aqJYyefPmjVZtjFHT0TVgRzWorXPnzlqPY4yajq6b9qqltk6dOqX1OMao6bx48ULWMbUpvSWV2ipevDhDQkK0HscYNR1VHTOp0luqpbZmzZql0zjGqOuoBuwkVXpLtVSVLmWvjFXTOX78uNaltzp16qRTqS0JY9V0VH+vDPHdKRAIBIK0x1gdepRaHjGGGjOzHkL4EaQmERERcvaGkSNHat1Ol4XBpk2bCIC9e/eOd+7s2bMEwLp162o9dmKsXr2aAJgzZ05++vQp0WsvX76sV8aD5IgAKSX+kORPP/0kLygCAwMTvXbAgAEEwKpVqzIqKkrrMQwlgDRp0kRrwUIbxo0bJ0eOJeaYFRAQwJw5cxIA16xZo9MYhlgQRkdHs2nTphodS/RdEEqRfDVr1kx0gbt3714CYPbs2enr66vTGPrYvmXLFgLgwYMHSTJR8Ucf21XraCcVDSpF/P3www9a90/qZrdkQ5MmTbh27VrOnz+fa9eu5b179xLsX997HhMTI/89x4wZk+B1X79+lcXB8+fP6zSGLrbPmzePALhq1Sp+/fqVO3bs4IIFC7hu3boExT59bY+MjGSlSpWSjAiVHPeKFy+utbOmhFMCteYLFy6sldPrtWvXCIAlSpTQeF5f20NCQlioUCGdHdMEAoFAYLykskOP0HSEriPIoPzwww86Z28gjVPX0SVgR9+MB8aq6agG7Hh6eiZ67e+//04AdHR0TFL7UsVYNZ1du3YRAO3s7BIN2FEqlaxevToBcMCAATqNYayazqpVq2QdMyAgIMHrnjx5QlNTUyoUCl65ckWnMYxR0yH/0xKKFCmS6FwkvbNChQqMiIjQaQxj1XWkgJ06deokeI1SqWTFihUJgEuWLNGpf2PVdMj/Mg5p+j2R8PLykh1/fHx8dOrfWDUdpVLJli1b6uWYJhAIBALjxCgdesQhhB9BxkQqQ6NtqS0JXRYGPXv2JADu2rUr3rmoqCja2NjQzMxMbdM1ORvdUpTSwIEDE722atWqBMBp06bpNEZyRABtxB99bY+KiqKLiwsBcO7cuYn2r1AoaG5urnWpLQlDCCAk5QXMoUOH4s1NH9tDQ0Pl0mk7duxI8Lply5YRAGvXrq1z1Ik+C8LPnz9z1qxZnDlzJocNGybPsUePHvHG19d2VSelxESdWrVqEQBXr16tU/+k7rZ7e3vT3t6evXr1kl9LCfHn3bt3NDc3p4mJSYIL/Ddv3tDExIRmZmY6R8DoYrdkg6ajfv36GueXHAHE3d2dAJg1a9YEv7ulTD4NGjTQuX9dbJdS3M+fP58ODg5q1ysUCrq5ucX7jkiO7fv37ycAlixZMsHPsZS6fNWqVTr3P3v2bJ49e5YfPnxgSEgIHzx4wCFDhlChUNDa2pp3795NtH3fvn0JQGOZAjLWKenx48d8/vy5znP79ddfCcSWExAIBAJB+ic1HXrEIXQdQcbkwoUL8qantqW2JIxV15FKb1WqVCnRdfuwYcPkZ+PUyt6QkpoOSfbv359AbFbdhIiMjGTevHkJ6F72yVg1HdWAncSCVi5dukQgNluttqW2JIxV04mJiWHNmjWTDFoZNWoUAbB///469U8ar6YTGRnJokWLJhq0EhUVJZe60yUjk4Sx6jqBgYHMkiULAfD+/fsar7l+/TqBWMe9lAxUSm1N58WLF1QoFLS0tEww67T0O9CvXz+d+zdmTUcqHZc3b16DlDETCAQCQdoiHHoy+SGEH0FqERMTI6csPXz4sE5tdVkYVKlShQASzIIj1X9WjUBKzsLgyZMnsqD15csXjdfcunWLQGy2El3S1JLJ8/RPafHnzJkzBMD8+fMnmHlnypQpBMCePXvq3H9yoxzIWGHA0tKSNjY29Pf3VzuXHNvXr19PAKxRo4bG8zExMXKd6riikzbosyB8/PhxvIXwhAkTNC7akrMglNIu9+jRQ+P5u3fvEohN66pL2SUJXWyXssfky5dP7f4mJv4kx/bu3bsTSNgxb8aMGQTALl266Ny3LnZ//PiRM2bMoLu7OwMCAhgQEMCLFy/KDobFihWL53iTHLtJslq1agTAjRs3xjunVCpZunRpAtqXIFRFF9ulCElTU1M2a9aMDx48YFBQEM+ePSsLnnGjj5Jje1RUlFx3/ezZs/HOP3r0iABoa2vLb9++6dx/QkiCUrt27RK85uvXr7SxsaGFhUWS5dD0wc/PTy4fp+/7RiAQCATGg3DoybiH0HUEqUXHjh0JgDNmzNC5rbHqOqGhoUkGrXz79k3eDH/48KFO/RuzpvPhw4ckg1b+/PNPAmCpUqVSJVApLiml6WgTtNKtWzcC4PTp03Xu35g1naSCVoKDg2lvb08A9PDw0Ll/Y9Z0kgpaOXTokKypxMTE6Ny/Mes6bm5uBMBhw4ZpPN+rVy8C2pcgVMWYNR3yP6dATSUGQ0ND5exrSZUk0wVj0HSSq9UJBAKBwLgQDj2Z/BDCjyC1kNL5FipUSOdoHF0WBpITRUJpOqVIlGvXrsmvJXdhIKXATSglqRT1NG7cOJ37To6nvzbiT3JsVyqVLFmyJAHwwIED8c6Hh4fT0dGRAHj16lWd+09ulEN4eLicKUbToi05tqsKHJrqvJ8+fZoAWKBAAZ3KjCWFNgvC6Oho+vj4cPny5bS3t2f16tUTdDbTB29vb5qYmNDc3JwfP36Md37IkCEEdCurpw2abJfEmOPHj6tda+h66xKXL18mEBuhFzf1ckREBPPkyUMAWouT2qDNPZeIioqSHW+WL19usDmQ5LZt2whojlxNqagfTba7urrKn63Q0FC16+/evUsTExPa2dnpnBo7MebMmUMA7NixY7xzw4cPJwAOHTrUYOOR/6V8zpEjR4LXSOnSu3XrZtCxVZGixSZMmJBiYwgEAoEgdRAOPRn3ELqOIDV4+/YtTU1NaWpqynfv3unc3ph1nR9//DHRoBWp3Hq9evV07tuYNR0y6aAVyblgxYoVOvdtzJoO+Z9jgaagFV9fX9nZKbGyXLpiDJpOUkErUgBbzZo1DTYmaRyaTlJBK0npu/piDLrOgwcPCIBZsmSJF4z06dMnWlhYUKFQ8NWrVwYb01g0nWPHjsnOhHEdtTZv3kwAdHV1Ndh4pPFoOlI27fr166fYGAKBQCBIHYzaoQdANwBnAHwBEA3AH8BpAN0MPVZmPYTwI0gtWrVqRQBcuHChwfrUtDBISvipUaMGAfD69esGm0diERz+/v7yYlHXlNSJoc1iMCXrrUssX76cANi4ceN453bu3Ekgtu60rpFciaGtANK5c2cCYNeuXQ06voSUgnjQoEHxzknpm+fNm2fQMbVZEKqye/duAuDw4cMNOg8pRe6CBQvUXv/69SttbW3jRUsagri2P3v2jJaWlhpT4qaU+KNUKlm2bFkC4O7du9XO7d27lwBYpkwZg77fdL3nGzZsIAB26NDBYHMgybCwMObIkYMAeOPGDbVz0mfN0HW5NdkuCWwJlTmUUmgnJQ7rwrt372hmZkZTU1O+fftWfj0wMJB2dnYEkGide3349u0bAdDS0jLBaypUqEAAPH/+vEHHVuXmzZvyPYgrtgkEAoEgfZEWDj1C0xG6jiDjIOkLnTp1Mmi/xqDreHt7y6XC4watKJVKOSOQriWnEsNYNJ3EglY8PT0JgDY2NjqXnEoMY9F0tm/fnmDQyk8//aS1A4YuGIumk1DQilKpZMWKFQmAO3fuNOiYxqDpkAkHrTx79oxA4hnY9cVYdJ26desSAFevXq32+sKFCwmA33//vUHHMxZNJzo6moUKFSIAnjhxQu2clBFuy5YtBhuPNB5NR1WnffToUYqNIxAIBIKUxygdegAoAOwAEANACSAKgO///6v8/+u7DDVeZj6E8CNIDV69ekWFQkELCwt++vTJYP1qWhjok5o5uajWWP7777/Vzi1dupQA2LRpU4ONR2q3GEwN8ScgIIDW1tYEwCdPnqidk6Lm1q1bZ9Axk7I9OjpaTo3cpUsXg2bIUUVKhxxX3Hr9+jVNTExoZmZGX19fg46pzYJQla9fvxIAnZ2dDTqPU6dOEQALFiyolnFLivxo0KCBQccj49t+8OBBAprrjcc9Dh48aLB5/P777wTA2rVrq70uRS6uWrXKYGORut9zycGwWbNmBp0HSU6cOJEA2KdPH/m1L1++aHR2MQSabB85cqRG8U1C+g0wpNMm+Z/T0vz58+XXdu3aRQCsVauWQcci//uMlS5dWuP5GzduEABLlChh8LHj4uLiQkBzJjaBQCAQpB9S06FHaDpC1xFkLCIjI5k3b14C4Llz5wzat7HoOq1bt9YYtHLx4kUCYJ48eQyaMcJYNB2lUsly5cppDFqR1l6DBw826JjGoumEhYXRwcEhXtCKqsb3zz//GHRMY9F0EgpauXbtGgHQ0dGR4eHhBh3TWDSdhIJWJkyYQAAaHYySi7HoOnv27CEAli1bVu11yYkybqak5GJMmo7ktKTqJPX06VMCYPbs2Q0ewGRMms7gwYMJJJyJTSAQCATpA0NqOiYwHEMA9ARwB0BjAFYk8wKw+v+/3QF0VSgUQw04pkAgSCHWrVsHkujSpQty5sxpsH5z5coFAAgJCZFfK1myJADg2bNn8a6Pjo7Gq1evYGZmhiJFihhsHmZmZhg6NPbr6Pfff1c7t3btWgCAm5ubwcYDNNueFmTLlg09e/YEAKxfv15+/enTp7h27Rrs7e3Ro0cPg46ZmO3R0dHo3r079uzZgx49emDXrl0wMzMz6PgSpUqVQsOGDREaGoq9e/fKr//5559QKpVo37498uTJY9Axr1+/DgBav3/fvXsHAAb/GzRp0gRFihTB69evce3aNfn1I0eOAAAGDhxo0PGA+LYXKlQIAwYM0HhIf/fOnTtjwIABKFSokMHm0atXL1haWuLKlSsICAgAAERERODKlStQKBTy58FQ6HrPb9y4odP1utC7d28AwPnz5+XXbt26hejoaFSvXh358+c36HiabG/UqBEA4OHDh/Guj4iIgJeXFwAY9J4DQMeOHdXmBMTaDgDNmjXTq89Hjx7B398/3us+Pj4YMWIEgNj3myak79vBgwcnOkZUVBSePHmCFy9e6DVHAGjatCmA/+wVCAQCgUALhKYjEGQgDh8+DF9fX5QuXRr169c3aN/GousMHz4cQKyGExMTI78uaTqDBg2ChYWFwcYzFk1HoVDIepVkKxD7d96+fTsAYNiwYQYd01g0HSsrK/Tv3x8AsGnTJvn1a9eu4c2bNyhatKi8/jQUxqLp5MuXD+3atUNMTAz+/PNP+XVJ0+nduzcsLS0NOqaxaDqurq6oUKEC/P391fSsc+fOAQB++OEHg40lYSy6Tvv27WFra4uHDx/Cz88PAODn5wcvLy/Y2NjorW0kRHrRdOrWrQtra2ud+0wvmo50X4WmIxAIBAIZQ3gFMTa66CaAlwCsEzhvDeAFgFuGGjOzHhCRXIJUQCpRY+gUkpq83Tdt2kQA7N27d7zrz549SwCsW7euQedBxtbXxv9Ts0rRQ+/fvycA2tvbGzyiKClPfzJ1orlI8vz58wRA1e+SrVu3akzfawgSsj0iIoJt27aV73/c8mcpgZSRpm/fvvJrUiTZ+vXr9erz4cOHGtP7ent7s1ixYvGyhNy4cYMhISHxrg8KCmLjxo0JgFOnTlU7l9xa8yQ5aNAgAuDSpUtJxkb2SSWZfHx89OpTV9sTIrH0zIawvWrVqgTAM2fOkCRv375NACxVqpRe/elzzzVFh549e5aWlpYEwKtXr6qdM4Td0dHRcqpeKdva/PnzCYCjR4/Wq09dbY+IiGCRIkWoUCjiRUtOmzaNAFivXj211w1huxRFmidPHvk1KV21vlFss2bNoqWlJZs3b85hw4Zx0qRJ7Nixo1ymsWXLlhrv87dv32hra0sLCwt+/vw50TFevXpFAHRyctJrjiT5119/pUimOYFAIBCkLqmcoUdoOkLXEWQgpBI1v/76q8H7NhZdJyYmRs7KolpOV8pMFDcjcXIxJk3n69evcskxKSvLgwcPCICFChUy+HjGpOlIGWlUM5b8+uuvBMAhQ4bo1Wd60XTWrl1LAOzZs6f8WpMmTZKVnTW9aDpubm4EwF9++YUkGR4eTnNzcyoUCgYGBurVZ3rRdWrXrk0APHXqFMn/Po/6Zh5OL5qOUqlk1qxZCYDv3r0jSY4dO5YAOHfuXL36TC+ajre3NwHQwcEhRcoXCgQCgSB1MKSmY0hX8TIA1pEM03SSZJhCoTiE2KgvgUBgxISGhsLT0xMmJiaoWrWqzu0fPXqEvHnzIkeOHGqvJ+Tt3qlTJ0yePBl79uzByJEjUaVKFQBAeHg4pk+fDiB+dFFUVBRevHgBc3NzFC1aVOc5AkCePHlQtGhRvHjxAp6enihfvjzc3d0BAC4uLnpF0+hquz4YwnYXFxcoFAo8ePAAERERsLS0xO3btwFA/vvriq62R0REoEOHDjhx4gQGDBiA9evXw8Qk8cRxhrIdgHyvVf9fOqcrf/75JxYuXIgGDRqgcOHCsLOzw4sXL3D8+HGEh4ejZcuWmDBhgnz9zz//jAsXLqBevXooWLAgbGxs8ObNG5w8eRJfv35FzZo18eOPP6qN8e7dO5QuXRpOTk7w9vbWa54uLi7YsGGDbK+Pjw/8/f3h6OiI7777LlVs1wdD2F6lShXcvHkT7u7uaNSoUarf88mTJ+PRo0eoX78+ChQoAAC4f/++HFE2b9481KxZU20MQ9htamqKSpUq4cqVK3B3d0fz5s3lz3pq2W5hYYFt27ahadOmaNGiBdq3bw8nJyfcunULly5dQs6cOdWyhRnK9qJFiyJr1qz48OED3r9/jzx58sDDwyNZtjdo0ABPnz6Fh4cHrl+/jpCQEGTLlg21a9fGDz/8gB9++AEKhSJeuz/++AMhISHo1q0bHB0d9RpbF1S/50hqnJNAIBAIBHEQmo5AkIGQ1jtx1xjakh50HRMTE9SoUQNv3ryBu7s7ypcvj/fv38PX1xf29vYoXry4zn2mF00na9asKFmyJJ48eYKHDx/CxcUl02g6FSpUgImJCTw9PREaGgobG5tMpekA/32+Saa67fqQErY/fPgQUVFRKFWqFOzs7PTqM73oOi4uLrhy5Qpu376NZs2aZRpNR6FQoHLlyjh//jzc3d2RL1++ZL/f04umU7BgQTg4OODLly94/fo1nJycUnxMgUAgEBg3hnToIWJrrieG2E0QCNIB9+7dg1KpRLly5WBjY6Nze10XBvb29tiwYQM6deqE+vXro1u3bsiRIweOHDmCp0+folOnTujatavaGIZYGACxC4AXL17I4k9qL4oAYOHChXjy5AkA4O7duwCALVu24MqVKwCA2rVrq5VDMoTtdnZ2KFGiBJ4+fYoHDx6gSpUqqS4CDB06FCdOnICjoyPy58+PuXPnxuuzfv36aunBDWG7qvgTFhaGyMhIeHl5wcLCAmXLltWrT10XhIMGDYKtrS1u3bqFCxcuIDQ0FNmzZ4eLiwu6dOmC/v37p0iKaknYk+619N8qVaroveGv72I4tYkr/iT3s66r3T/88AMOHjyIW7du4eTJk4iKikLu3LnRpUsXjBgxAnXq1EmmhQkjiT+SQ09aCCC1a9fG7du3MWfOHJw/fx5fv35F7ty5MXjwYMyYMUMWwwxJXPGnRIkSCAoKQv78+ZE7d269+qxXrx7q1aunc7thw4Zpnfa+UKFCUuS+3jg5OQnxRyAQCAS6IjQdgSCDEBYWBk9PT5iamqJChQp69ZFedB0XFxfs27cP7u7u6Nevn7zWqVy5cpLOJYawG0gbTQeItf3Jkye4ffs2XFxcMo2mY2NjgzJlyuDhw4e4d+8eatSokepr3LTSdMqVKwdzc3M8ffoUQUFB+PLlS7KDtDKrpgOkH10nru2ZRdMBYm2UNJ3vv/8+2UFa6UXTUSgUcHFxwT///AN3d3eh6QgEAoHA4CW3vJF4euaXAG4aaszMekCkZhakMJpKEunChQsX2K1bN5YsWZJZs2almZkZHR0d2bhxY27bti3BVJFXrlxhixYtmC1bNlpZWbFs2bJcunQpo6Oj411riPSVJPnLL78QAN3c3EiSrVq1IgDu3r1br/70sV1KS5vQ0adPH7XrDWV7jx49CIBr165lVFQUra2tCYB+fn569aer7UnZDYCzZs1Sa2Mo26WSctevX5fLj1WpUiVZfaYH4qYknjJlCgFw2rRpaT21FOfu3bsEwCJFipCU0x3y4sWLaTyzlGf79u0EwPbt2/Pz588EQFtbW43frRmNiRMnyt8lf/zxBwGwbdu2aT2tVKFp06YEwP3796f1VAQCgUCgJ2lQcktoOkLXEWQArl+/TgAsV66c3n2kF13nzJkzBMBq1aqR/K/k1fjx4/XqLz1pOkuXLiUADho0iCRZo0YNAohXEkdb0pOm06dPHwLgypUr+e3bNwKghYWFxlI5GQ1Jy7h06RL//PNPAmCzZs3SelopTmRkpFzWyt/fP15J+YzMo0ePCIAFCxYkSRYsWJAA+PDhwzSeWcqzZ88eAmCrVq345MkTAmCBAgXSelqpwo8//qixfJ9AIBAI0g/GWnJrM4DfAVxSKBRTAFwkGa1QKEwB1AXwMwAnAIsMOKZAIEgBkhvloK+3e61atXDixAmtrjWEtztg+CgHfWy/cOGCTtcb0vZdu3bB3d0dtWrVQlhYGAoVKgQHBwe9+tPVdl3tBgxne5UqVfDw4UO4u7sjPDwcQPKietILlpaWKFeuHO7cuQMPD49kv9/TE2XKlIGlpSVevnyJT58+4cGDB1AoFKhUqVJaTy3Fke6vh4cHHjx4ACA2ss/U1DQtp5UqSPdXshuA3pm40htly5bFP//8g2fPnqX1VAQCgUCQPhCajkCQQTBE5or0outUrlwZQGym6ejo6Eyn6QCxOlZ0dLScHUj6m+hKetN0tm3bBnd3d5QrVw4AUL58eVhYWCS7b2PHxcUFd+7cwe3bt/Hp0yf5tYyOubk5KlSogJs3b8qaFpA5bC9ZsiRsbW3x+vVreHt74/Xr17CyskKpUqXSemopjqqmI2kbmUnTAYCnT5+m8UwEAoFAYAzonns0YdYB2A3ABcA/AMIUCsVHAOEAzgCoCuBPkmsNOKZAIEgBMtMmv6r4o1prXd9a3ukJ1U3+hw8fAgAqVqyYhjNKPSQ7Hzx4AC8vLwCAs7NzGs4o9ZAWhM+fP8f79+8BAMWKFUvLKaUK5ubmKFy4MADgxYsXiIqKgr29vd611tMT+fPnBwB8+fIFwcHBAKC34156I0eOHACA4OBghIaGAkCmuOfAf3aGhYWl8UwEAoFAkE4Qmo5AkEHITJpO9uzZUaRIEYSHh8PT01N2askMtleqVAkKhULWNcLCwvDdd99lirWepOk8fPhQaDrIHJoOABQvXhwA8P79e/j7+wP4T+/IyJiamiJPnjwAgLdv3wIAsmXLlimCtISmIzQdgUAgEMRiMIee/2cP6gmgJ4BzAL4ByPH//54D0JNkN0ONJxAIUg5fX18AyBROLdmzZ0eOHDkQHh4OHx8fAECePHn0qrWe3siXLx8AICAgQN7klxZKGZ3s2bMDAEJCQuSFUWZZEGbJkgVA7IJQst3GxiYtp5RqWFtbAwC+ffum9u+MjmSn6j3PjLZL2bgyo+0CgUAgECSF0HQEgoxDZtJ0gP/s9PX1lTf5Jb0jI2NnZ4csWbIgKioKnz9/BpB5NB3VTX6h6WQ+TSczaxuZWc/KrJqOZLdAIBAIMjeGLLkFACC5G7FRXQKBIJ2SWR+QAwMD1f6d0bGysgIQe78z60I4LCxMjmiR/h4ZHdX7Ln3WM4vtcT/rlpaWaTmdVMPc3BwKhQLR0dFyRFNmsV1KuR4REYHo6GgAyBRRbEDsfQeAqKioNJ6JQCAQCNITQtMRCNI/mXV9HxoaminXuEFBQQgKCpL/nRnQpGdllnuuSdPJLPdd1cFBsj2zaBvSfZc+65nFbqHpCE1HIBAIBLFk/BQUAoFAZzKb+CMtijLbJr/qQjgyMhIAMkW9cUDzgtDMzOA+rkaJZGdUVJRBatenR6QMXDExMWk8k9RBqVTK91r6vpM+8xkd1e826bs9IiIiLaeUamQ2cVcgEAgEAoFAEEtmdXAIDg6GUqmEqalpplnfq9oOZB5NR3Vtl9k2+YWmA5CU73dm0XWk97nQdDKfppNZfssFAoFAkDiZY3UjEAh0QqFQpPUU0gRpUZzZFoNmZmay6JPZFoSWlpbygjCzpDBV3eTPbOlbJWE7a9asADKP3ZLYYWVlJafizixlmMT7XYg/AoFAIBAIBJmNzKrpqG7wk8wUfwdJ15HWOplF05HWuJaWlvJ6J7Nt8ltbW8vv8cyyvlcNQM1s63vJTknPyiz3XGg6IkhLIBAIBLEkK0OPQqF4rcfhY6jJCwSClEFaDGe2xYFUbzuzLQysrKwy3aJIdUGomq44M6Aa4ZHZPutxHXpCQkIyRURbSEgIgNj3u62tLQDg69evaTij1EOy08bGBtmyZQMAfPjwIe0mpAVKpRLLly9HyZIlYWdnh2rVquHMmTMar3306BEsLS2xevXqeOc+fvwIALLdAoFAIBDERWg6AkHGJLOucW1sbNSy8WYGMquepaprZFY9KzNrOqq2S3pHRkeyM0eOHACAb9++QalUpuWUUgWh6fynYQoEAoEgc5PcklsF9DwEAoERIy2KQkND03gmqUPcTX4pVXFGR7LTysoKWbJkAQD4+/un5ZRSjYCAAACAra0tsmfPDgDw9fVNyykliaEWhJKd2bJlQ968eQEAL1++TLmJGwBD2B4dHQ0fn9j9pyJFiiBnzpwICwuTXzNGDHXPPT09AcTaXaZMGQDA/fv3jVr8MZTt9+7dAwA4OzujQoUKAIA7d+6k3MQNwKpVqzB27Fg4OTlh8ODB8PX1RYsWLWRbJGJiYtC/f39Ur14dbm5u8fpxd3cHAFSsWDE1pi0QCASC9InQdASCDIjk4JDZNB3VDA6ZQdchGW+TX2g6xovQdJJvu2Rnnjx5ULRoUQD/6R3GiiFsDwwMxJs3b2BhYYHSpUsjb968CA0NxfPnz1PDBL1ISU3n7t27Rp1dX2g6AoFAIEgJkuXQQ9JEmwNAJwDSE0ZgsmctEAhSlHz58gEAXrx4kcYzSRhDLQz8/f3h7+8Pa2trlClTBhYWFnj9+jUCA433q8pQtj969AgAULx4cTg7OwOIXRQZM4ayXbKzbNmy8sJIWigZK4ZeEFaqVAmVK1dWe81YMYTtT548QVhYGJycnODo6AgXFxcAxm27oe95lSpVkDdvXuTNmxeBgYFG/R1vKNtv374NAHBxcZHvuYeHh1GLP2vWrEGDBg3wzz//YMmSJbh48SKUSiXWrVundt3SpUvx4MEDbNy4MV45gYiICDx48AAKhQKVKlVKzekLBAKBIB0hNB2BIGOSHjQdwHDre2lTO1++fChWrJh8vbFiKLtfvHiBiIgI5M2bF87OzrC2tsbr16+N2qlHaDpC09HX9ujoaPm+q67vM4PtHh4eAIDy5cvDwsIiXdieEpqOo6MjChYsiNDQUDx9+jRV7NAHQ2g6wH/3V7rfAoFAIMjkkEyxA0BVAJcAxACIBLAKgGNKjpkZDgDulStXpkCQUvTr148AuGLFirSeSoL89ttvBMAmTZpw3Lhx/O6772hmZsa7d++qXRcdHc2qVauybt26VCqV8fo5ffo0AbB69eokSRcXFwLghQsXUsUOfTCU7RMmTCAAzpo1i1FRUbS2tiYAfvnyJbVM0RlD2V6uXDkC4LVr1+jp6UkALFCgQGqZoRelSpVigwYN5H+/fPmSJiYmHDZsmNp1ixYtorW1NZ89exavD19fXwKgnZ0dY2JiuHfvXgLg999/n+LzTw6GsH3r1q0EwI4dO5Ikp02bRgCcMmVKyk4+GRjCbpLs0aMHAXD9+vUkyVatWhEAd+/enXKTTyaGsF2pVNLBwYEA6O3tTZIsWLAgAfDRo0ckyVevXhEA+/Tpw1evXrFr1650cHCgpaUlXVxcePToUbU+v379ykWLFrFBgwbMnz8/zc3N6ejoyNatW/P69esabQHAevXq8fPnzxw0aBDz5MlDCwsLlilThps3b453vbW1NSdPnqz2Wq5cudiyZUv538+ePaO1tTV//fVXjWPevn2bAFiyZEmN5wUCgUCQPqhcuTIBuDPttAeh6QhdR5AOWb16tfyMa8wYYn3/5csXAqC1tTWjoqI4ePBgAuCSJUtS0xSdMJSusWfPHgJgq1atSJLVq1cnAJ4+fTpV7NAHQ9net29fWbeMiYlhlixZCIAfP35MLVN0xlDr+3z58hEAnz59yufPnxMAc+fOrfHvZCwYwvYHDx4QAAsVKkSSPHDggPxeMmYMYfuSJUsIgEOGDCFJzpo1iwA4fvz4lJ18MjDU+71p06YEwP3795Mk27dvTwDcvn07yYyr6YSHh9Pc3JwA+O3bN43XCAQCgcD4MaSmk9ySWxpRKBSFFArFHgDXAdQGcASAM8kRJP1SYkyBQGA40oOnv6G93atUqQIgc9ru4uICMzOzdFGOxhC2h4WFwdPTEyYmJqhQoQJKlCiBLFmy4O3bt/j06RMAwNvbGwqFAn379oW3tze6desGR0dHWFlZoUqVKjh27Jhan9++fcPixYvRsGFDFChQABYWFsiZMyfatGmDGzduaLRFoVCgfv368PPzw+DBg5E3b15YWlrC2dkZW7ZsiXe9j48PqlatKv+7cOHCcHR0VCsZ5eXlhVmzZmHevHkoXrx4vD6ke165cmWYmJjI7/fbt29LGwsZ3nbJ5rif9YxqN6Ae0ZSZbH/9+jW+fPkCBwcHFCxYEMB/3/Vxv+Ol8by9vfHDDz+ga9euePjwIdq2bYvz58/L1z1+/BjTpk2DiYkJvv/+e4wbNw5NmjTBuXPnUKdOHZw6dUqj/V+/fkWtWrVw/fp1dOrUCb1798b79+/Rv39/bNu2Te3aggULqs3Px8cHfn5+cHJyAhDrjD9gwACUL18eY8eO1TieiOQSCAQCQXIQmo5AkL5JD7oGYJj1vaRfVKxYEWZmZunCdkNpOkmt84yRlNCzTExM4mWqyahr3A8fPuD9+/ews7NDsWLFUKRIEWTLlg0fP37E+/fvM7TtiWk6GV3PyqyaDsl49z2zaDoPHz5EVFQUSpYsCXt7e43XCAQCgSCTYQivIOkAkA3ArwDCACgB/AugjiHHEIeI5BKkPNevXycAOjs7k8y43u4k2blzZwLgli1bSJLr1q0jAPbo0SND265UKpk1a1YC4Lt370iSI0aMIAAuXLgwQ9suvb/Lli0rv1anTh0C4IkTJ9Rsr1+/PnPmzMlq1apxzJgx7N27Ny0tLWliYsJz586p9Wlubs5GjRpx8ODBnDx5Mrt3705bW1uamZnx5MmTGm2vUKECS5QowbJly3LEiBEcOHAgs2XLRgDcunWr2vUlS5Zk48aN5X97e3urRbcolUrWqVOH1apVY0xMjEbb58yZoxbFo1Qq5fHevn2boW2vUaMGAfDvv/8mSfr4+BAAc+TIQaVSmWHt/vbtGwHQwsKCERERJMmjR48SgBwtlVFt379/PwGwWbNm8mvz588nAI4cOVLNdgCcPXu2WvtTp04RAFu0aCG/9vXrV37+/DneWG/evGHevHlZqlQpjbYD4IABAxgdHS2//ujRI5qamrJ06dJq1y9btowA2Lx5c44fP55OTk40NTXlnTt3SJIrVqyghYWFnGVIE4MGDTL6yGSBQCAQJE1qZ+gRmo7QdQQZg9DQUJqamtLExITBwcEkM+76fuHChQTAESNGkIyfqTKj2k2SDRo0IAAeOXKEJLllyxYCYOfOnTO07arv75CQEJLk2LFjCYDz5s1Tsz2jrXGPHTsm2yXRsGFDAuDhw4cztO0jR44kAC5YsEBu4+joSAB89epVhra9RIkSBEB3d3eS5Lt37wiA9vb2jImJybB2e3t7EwAdHR3lDFSSTlOzZk2SGVfTWbt2rdr+hEAgEAjSJ4bUdAwlRJgBGAvA7/+iz0sA3QzRtziE8CNIfeKKPxl1YUCShQsXJgDev3+fZMLiT0az3cvLiwCYJ08e+TVJ/OnUqVOGtn3VqlUEwL59+8qvjRkzRm3xl1EXhN9//z0BcNeuXfJrkvizb9++DGt7SEiIXFLOz8+PZOx7JWfOnATAu3fvZki7SfLw4cMEwCpVqsivffjwgQqFgpaWlvz8+XOGtV1Kwz5z5kz5tcuXL8vffZGRkbLtTk5OavOSKFiwIB0cHBIcQxVJYPTx8Ylnu42NjcY0yXXr1iUABgYGyq/FxMRw8eLFLFasGG1tbVmlShWeOnWKZOznM0uWLPzpp59Ikr///judnJxoYmLCUqVK8dChQwwNDWWOHDkIgLdu3dJq7gKBQCAwTlLLoUdoOkLXEWQ8ypcvTwC8evUqyYy7vu/UqROB/4K0pDIlCoWCgYGBGdZuTUFa9+/fJwAWLlyYZMa955qCtHbu3EkAbN26tZrtGW2NO3PmTALqpZYmTpxIALKjVEa13cXFhcB/QVok2bx5cwLgpk2bMqztr1+/JqAepEWS3333HQHw/PnzGdJukly5ciUB8Pvvv5df8/f3p6WlJRUKBV++fJkhNR2SrFevHgFw7dq1Ws1dIBAIBMaJUTn0AOgC4Pn/RR9/AOMBWBhicuIQwo8g7ShXrhwB8OzZsxl2YSBFNEi11kkyIiJCXhj4+PhkWNvXrFlD4L9a6yT5+PFjAmDWrFnVHLkymu2NGzeOtyg6dOgQAbBEiRJq2Voy0oLw48ePtLCwoEKh4OvXr+V+f/31VwL/ZTHJiLZv2rSJAFi1alW1saSsVEOHDs2QdpNkixYtCICLFy9WG69ly5YEwF9++SVD2u7n50crKysC4PPnz+V+lUoly5QpQ/zfiU2yvW3bthrtqVWrFk1MTNReu3LlCjt37swCBQrQwsJC/h6TjmvXrsWzvUKFChr779mzJwGofSYTo3HjxqxUqRKjoqJ48OBBAuCwYcN45swZdurUiaamppw3bx4BsHLlynIUm0AgEAjSJ6nh0CM0HaHrCDIm/fr1IwAuWrSIZMbc6I6Ojmb+/PkJ/BekRZJVqlQhAB46dChD2k2SN2/eJADmzZtXfi0qKor29vYEwHv37mVY2ydPnkwAHDhwoPyaj48PFQoFLSws1IJWMtIaNyYmhsWLFyfwX1Ymkjx//jyBjB204uHhQSA2I01QUJDcrxSY6OrqKveV0WyfPn06AbBbt25qY82YMYMA2KVLlwxpt1KpZOnSpQmAf/75p9p4P/zwA4FYJ7aMqOlI2aazZMmi8e8tEAgEgvSD0Tj0ILaeegxi0zEvBZDNEJMShxB+BGnP1KlTCYDdu3fPkAsDkpw7dy4BsH379mrjde/enQA4bdq0DGm7UqmUo/X++OMPtfGkskQbNmzIkLY/efKE+L8TV0BAgNxvVFQU8+XLRwA8c+ZMhlwQjho1isB/EWsSqo4PXl5eGdL2UqVKEQC3bdum1vbRo0cEQFtbWzmaMSPZfezYMTkTj5SZSEJK1V24cGE+f/48w9kupVxv3rx5vPZSlq769eurpaHXhBQVJXHgwAGamJjQxsaGbdu25bhx4zhjxgzOmjVLvvb8+fPxbK9Xr57G/vv06UPgvxThibF+/XqamZnRw8ODJFmzZk0WK1ZMdtoJDg6mvb29nHZ848aNSfYpEAgEAuMmpR16hKYjdB1BxuXAgQMEMnbQyvHjx+U1japNUtBK8+bNM6TdJNm/f38C4Lhx49TGy+hBK+Hh4fJ6J+6aU8pIrBq0kpHWuFIJnu+++04OSiSp5viQUYNWOnbsSOC/0tkSoaGhzJ49OwHw5s2bGdJ2KfvupUuX1Nq+efOGpqamNDMz47///pvh7N6wYQOBWKfFyMhItfZSli5HR0dZ581Imk7JkiXlv4lAIBAI0jfG5NCj/L/48wrAJS2Pi4aYeGY+hPAjSA2ktLfm5uZy5E9GWhi4u7vLkVxnzpxRay+VZMmVKxefPn2a4Wzftm0bATBnzpwMDw9Xa79jxw4CYMWKFfny5csMZ7vUp2okl8ScOXMIgB06dMiQm/y2trYEoDFNtlSaaPz48RnOdsnuHDlyMCwsLF4f9evXJwD5/mcUu+3t7eVMNJpsio6OZqFChQiAmzdvznC2Z8mShYB65KLEt2/f5PfFP//8o5Ptzs7OtLKyoqenZ7xrBw8enGK2v337llmzZuX06dPl17Jnz87OnTurXefs7EwgNtNaSEhIon0KBAKBwPhJBYceoemk0SF0HUFKExUVpaZ5ZMSN7jp16sgOHKqoBq1cuHAhw9l9+fJl2b5nz56ptc/oQSsLFiyQNau42UhVHbykoJWMtMaVSixJDk+qSKWJMmrQiqmpKQFoXIePHz+eANivX78MZ7tUOr5s2bIas+926NCBAOSApoxit729PQsWLEgAnDVrVrw+lEolK1WqRABcunRphtJ0KleuTBMTEwLqmecEAoFAkD4xpKZjhuSjAOD0/0MbaIAxBQJBCuPk5IRWrVrhyJEj2LdvHwAgW7ZsGq81MzODUqmU/33w4EF06tQJVlZWaNKkCYoWLQpbW1uYmJjgwoULuHjxIiIiIuL1k1j/ABATE5PkvDds2IALFy7g1q1bMDMzw+LFi1GsWDGsXr0aCoUC1atXxz///INx48bh3bt3KFmyJBo2bKjWR61atVCuXDk8ePAAp06dynC2z5o1CwAwcOBAWFpaqvXRqVMnjB07Fnfv3sXdu3cznO3Se3nYsGHx+hg0aBDmzZuHw4cPY8KECUmOqcqMGTNgYWGB27dvo3Tp0mrnhgwZgosXL+rUn7a8e/cOEydOxJQpU1CxYkUAwOPHj9G4cWMoFAoAgK2tLXLnzg0vLy8UKVIETZs2jdfP8OHDsXXrVmzevBkDBw7UaQ7GbruVlRVCQkIwYMAAWFlZxevHzc0NFy5cwI4dO3Qa39jtLl68uPwZdnNzi9ePqakphg4diilTpmQ42/PkyYNnz57ByckJLVu2jNePvb09fvjhB6xduxY7d+7UaQ7Pnz+Hs7NzPLuVSiWuXLmin2FaMGTIEBQoUAAzZsxQez3ud+r79+8BAP369YONjU2KzUcgEAgEGQqh6QgEGRAzMzMMGTIEM2fOxO+//44lS5YAyDjr+1OnTuHy5cuwtLRE//791do7ODigW7du2Lp1q/y8n1Hs/ueffzBmzBiEh4ejadOmKF68uFofZcqUQf369XHhwgUcPHgww9m+bNkyALFrXGkNKNGsWTMULlwYr1690nlNauxr3MKFC+PevXswNzfHgAED4vXTu3dvTJkyBRcuXICXl5dOczB227Nly4bAwEA0bNgw3vwAYOjQoViyZAl2796NUaNG6TQHY7dd+gxper9Lrx84cAC7du3SaXxjt7tIkSK4e/cuTE1NMWjQoHj9KBQKuLm5YdCgQTrrWcau6Xz8+BFKpRJ16tRBuXLlUmw+AoFAIEh/JNehp7BBZiEQCIwSNzc3HDlyJMMtDEqWLIk7d+4AiHXsiLsokhYGw4YNy3Ab3dKiSKFQYMiQIfH6sbKywoABA/DLL79kONtz5MgBb29vVK9eHZUrV47XT968edGhQwfs27cPu3fv1mkOxr4g9PX1BRD7fjcxMYnXT5UqVeDq6opbt27h8OHDOs3BmG3//Pkz/P395es10a5dO+TJkwfPnz/XaXxjthsAPnz4gJiYGLi4uMDV1VVjXwMGDMCsWbNw/vx5neZgzLYrlUq8ffsWQKywZ2pqqrEvNzc3rF27Fnv27NFpDoUKFYKXlxfev3+PfPnyAQBIYs6cOfD09NSpL23ZsWMHTp06hWvXrsHCwkJ+vUyZMrh06RK+ffuGrFmz4uTJkwgICACg2WlRIBAIBAINCE1HIMjADBw4EHPnzs2QQSt2dnYIDg5Gly5d4OjoGK8fNzc3bN26VQ7q0RZjt7tkyZK4f/8+AM2BG9LrGTFo5bvvvsOjR4+QNWtW9OjRI14/UtDK5MmTsX37dp3mYMxrXOA/Tadjx47IkydPvH5Ug1a2bdum0xyM2faYmBh8/PgRQMLv92LFiqFZs2b4+++/M1TAzu3btxEUFAQTExP06tVLYz8NGzZEyZIl8fTpU53GN2a7AeDNmzcAgPbt2yN//vwa++revTsmTJgADw8PneZgzJrOvXv38O7dOwBC0xEIBAJBfOLv6ukASR99DkNNXiAQpCxNmjRBsWLF5Ih/bXn+/DnKlCljtAuDb9++ISgoCNbW1ujTp4/Gvnr27Ak7Ozvcvn1bpzkYu+3SvWzVqhWcnDQH4Q4ZMgQKhQLHjh3TaQ7GbHt4eLhse0IigOq5LVu26DQH1QWhRGotCDdv3pzgglC6Ljg4GCYmJujXr1+C/Y0cORIAsHjxYp3mYcy2Dxw4ECSRP39+FC1aVGNf5ubmGDNmjPzvqKgoreZgzHZfv35dFgHGjx+vMZILABwdHdU+D6rRmYlhzLbPnTsXoaGhsLKywuDBgxPsr1y5cujduzciIyPl+WvD2LFjERQUhEqVKsHNzQ2jR4+Gq6srFi9ejNatWyfDQs18/PgRY8aMwdixY1G1alW1c5MmTcLXr19Rq1YtjBkzBu3atQMQm2mtRIkSBp+LQCAQCDIeQtMRCDI2UtBKTEyMXhvdxrq+DwkJwadPnwAkvL53dXVFlSpVEBgYqNP4xmw3AHz69AkRERH47rvv8P3332vsKzlBK8Zsu7TJ37dvX9ja2mrsq3///rC0tNTZ+ciY17hXrlyR3++JbfJLWVx0DVAzZttnzpyJiIgI2NjYoE2bNgn2N378eADAypUrdZqHsdoeGRkpO/GUKlUKdnZ2GvtSKBSYOXOm/O+QkBCt5mCsdgPAvn378OXLFygUCvz4448J9mdra4u5c+fK/9aUPUwTxqrpjBs3DrVr1wYAlC1bFp07dzb4XAQCgUCQvkmWQ49AIMjYmJiYyJv8QMbY6H7+/DmePXsGIDYlbUKpge3s7NSEIW1SBAPGbfvJkydlESCx6LzChQujb9++8v3WdqPbmG0fNWoUIiMjYW9vjy5duiTYX926ddG2bVsEBwfrNA9jXRCOGDFCduJxc3ODg4NDgn327NkT9erVw5cvX3Sai7Ha3qZNGxw5cgRAbPruxBg3bpwsWkrZu5LCWO0eO3YsGjVqBACoU6cOunXrlmi/P/30EwoWLAgAuHfvnlZzMVbb+/fvLws6P//8M3LkyJFov8uXL0fOnDkBQOvvqCFDhmDLli3Imzcvtm3bhj/++APfffcd/v33X42Zv5LL8OHD4eDgoCZUSbRp0wbr1q1DWFgYVq1ahcjISDg6OmLz5s0Gn4dAIBAIBAKBIH0iaTobN27UqZ0xr+9HjBiBmJgYODg4oFq1agn2N2nSJPn/M8JG9927d+HjE+tTOW7cOLkcT1zMzc0xffp0+d/h4eFazcOYbV+5ciUCAwNhZmaGcePGJdifo6Mjpk2bJv9bWx3TWNe4Y8eORZMmTQDEZmOpU6dOgn2WK1cOo0ePlgN1tNUxjdX2vn37YsGCBQCARYsWwdzcPME+mzRpgj59+mSYgJ169erJWXeSWt93794djRs3BhAb3KWN7cZq98iRI9GzZ08AsQF6SWksI0aMkDNS//vvv1rNxVg1nZUrVyI4OBhmZmbYt29fgt/vAoFAIMjEkBRHOjsAuFeuXJkCQWoQGRlJZ2dnAmDJkiU1XlOvXj3Gfp3EsnbtWgJgrly5OGzYMI4aNYouLi60trZm69atCYDnz59X6wMA69Wrp7H/Pn36EABfvXql8fyHDx+YI0cOTpgwId65w4cPEwCdnZ05duxY5siRgwCYI0cO+vn5JWp7SEgICxUqRAAsV65curZ99OjRtLCwIAB27tw5UbtJMiAggLly5SIAuri4pGvbu3XrRgAEwJ07dyZp+/v372lvb08ArFmzpla2k+SWLVtYoUIF2tjY0MHBge3ateP9+/c5a9Ysg9vesWNHFi9enKGhoRrPr1u3jkWKFKGJiQkBsEiRIoyMjEzUbpJ8/vw5raysCIANGjTQeE16sF363ALg4MGDE7VZ4vjx43Kbc+fOxTufHuwuUqQITU1NCYA2NjZ8+/ZtknaT5N69ewmACoWCt2/fjnc+vdiuUCgIgHXq1EnSZomjR48SAK2srPjkyROt2xkTDx48oLm5OQHw9OnTaT0dgUAgEBiQypUrE4A7jUCHEIfQdQTpl379+slrnd69e2u8Jr2s77t06SLbsmfPnkTtViqVbNKkCQEwX758VCqV6dbusWPHMkuWLATA8uXLMzo6OlHbY2JiWK1aNQJgoUKFNF6TXmwfMmSIrG3MnDkzUbvJWB2zTJkyOumYpHGucaX1fZYsWejr65uo3WSsjunk5CS/TzSRXmyX1vcJaVNx8ff3l3XMKlWqaLwmPdheoEAB+Ttu/vz5idos8e+//8ptNm/eHO98erBbVcMsWLAgw8PDk7SbJL28vGhtbU0APHjwoFZtjI2vX7/K933hwoVpPR2BQCAQGBBDajppLmKIQwg/AuPn5MmT8sLg7Nmz8c6nl4WBubm5vCDU9iH/zz//lDe6b926Fe98erFdEgFy5szJwMDAJO0myc2bNxMATUxM+Pjx43jn04PthQsXlt+77du3T9JmiZ07dxIA7e3t+fr1a63bGROnT58mAJqbm/P+/ftat1uxYoUs4n3+/DkFZ5hydO/eXX5vxcTEaN1uzpw5suAZFBSUgjNMGd6+fcusWbMSALdu3apT29GjRxMAy5Yty4iIiBSaYcqxcuVKvd+3vXv3JgDWqFFDK8c3YyIiIoIuLi4EwCFDhqT1dAQCgUBgYIRDT8Y9hK4jSE0CAgKYO3dunQJ2SONe33fp0iVRmyVUN7o3btwY73x6sLtIkSI0MzMjAJqZmWnUZzRx8eJF2fb9+/fHO59ebJd0vAoVKmh0ytLEvXv35KAHTTpmesDHx4d2dnYEwF27dmnd7vLly1QoFDQ1NdWoY6YHfv31V9kRz9/fX+t2x44dS9cBOxERESxfvjwBcOTIkTq13bFjBwEwa9asfPPmTQrNMOVQfd9qCjRLjN9++40AmDt3bn769CmFZpgyKJVK2em2atWqjIqKSuspCQQCgcCACIeeTH4I4UeQFsybN48A6OTkpLVDiDERExPDOnXqEAB79OihU9uxY8fKkUHaRggYE/fv35eFjDNnzujUtm/fvgTA6tWrJxkBZoxMnDiRAFi6dGmGhYVp3U6pVLJt27YEwGbNmunkFGIMBAQEyFFZP/30k05tY2JiZGGvffv26c72Xbt2EYjNUPPixQud2kZGRrJixYoEwO7du6cr28PCwuT79v3332stdEqEhISwaNGiBMBevXqlK9vPnz9PS0tLAuCBAwd0bu/v78+8efOmO9ujo6PZuXNnOYItPf42CwQCgSBxhENPxj2EriNIbU6cOEEAtLS01NohxNiQghDKlSunUxBCeg/YCQgIYP78+QmAixYt0qltcgIfjIE9e/YQAO3s7Ojt7a1T27lz58oBO1+/fk2hGaYM0dHRcnap9u3b67y+HzNmDAGwTJky/PbtWwrNMmW4e/eunDn62LFjOreXHMkqVaqUrmxXKpUcMWIEgdgs28HBwTq3b9OmjZyhKD3Z/vLlS+bLl48AOG3aNJ3bq2r+rq6u6UobWbBggfzb7OnpmdbTEQgEAoGBEQ49mfwQwo8gLYiMjJS+fNi7d2+dF5Npzc8//yx76ydVaisuISEhLF68OAFw0KBB6cr2L1++yCXThg4dqnP7gIAAeVE1ZMiQdGX7zp07qVAoaGJiwhs3bujc3tfXVy7RNmzYsHRje0hICGvXrk0ArFy5sl4ZR168eCGn805Ptp86dUp2Xlu9erVefdy/f1+2ffjw4enC9qioKNkBLU+ePFqX2orLzZs3aWtrm65sv3nzpny/3Nzc9O7nxo0bsu0jRowwettjYmI4cOBAeWPC3d09rackEAgEghRAOPRk3EPoOoK0QMoC4OrqypCQkLSejk6cOnVKzt6g67OvasBOrVq10pXtUVFRbNeund6BVqoBO3Xq1ElXtt+6dUvOULNu3Tqd20dGRrJSpUoEwLp16yaYCcjYUCqVHDx4MAEwR44cWpXaiktISAhLliyZ7mx/9uyZXDarX79+evXh7+/PIkWKyNmj0ovtUhYsCwsLXr58Wa8+Pnz4INtev379dGH7+/fv5eCyunXr6h1I++7dOzmLW3qxffXq1XJVgN27d6f1dAQCgUCQAgiHnkx+COFHkFbcv39fjpKYNGlSWk9HazZt2iSnGT58+LBefVy/fl22fcqUKQaeYcoQGBjIqlWrEgBLlSqld4TCxYsX053tR44ckcuMLV68WO9+VDN/TJkyxeg3+SMiItiiRQsCYIECBXSOYFPl3Llzsu2TJk0yetsvXrwo180eO3ZssuaravuECROM2vbIyEi5xFj27Nl1Kq+miTNnztDCwoIAOHr0aKPOVnPjxg1mz55dzryW3Lmq2j506FCjtT0qKkrejLGysuKlS5fSekoCgUAgSCGEQ0/GPYSuI0gLAgICWLBgQQJg8+bN002p3WvXrtHGxoYAOGvWLL368PX1lbPctGjRIl3YHhMTI2dNzpYtm94lhHx8fNKd7Y8ePaKDg4OcPVffNfmrV69k21u2bGn0tiuVSk6aNEle6124cEHvvlSznrRs2VKnrNVpwatXr+Tvp8aNGycrQ7qq7S1atDB65w4pCNXExESvrMOqvHjxQs5A3KRJE50z/aQmb9++ZenSpYn/l4NMblah58+fM0+ePATABg0aGHWmnuXLl8t7FWvXrk3r6QgEAoEghRAOPZn8EMKPIC05fvy4XLt73rx5aT2dJNmzZw9NTEwIgL/99luy+jp69Khs++zZs416kz8wMFCOwnJyckp2/WRV23/88Uejtv3QoUOyM8aPP/6Y7P5UnYPGjx9vtLYHBwezWbNmBEBHR0eDpFE/fPiwbPuIESOM1sHhxIkTstNZ//79DXKPDh8+LL/nBw8ebJQl58LCwti6dWsCYJYsWfTKRKWJw4cPy5mO+vbta5Q1vM+cOSNn1GnXrp1emag0cfToUfn7o0ePHkZXZjEsLIwdO3YkAFpbW/Pvv/9O6ykJBGlOdHQ0vb296enpSXd3d964cYMeHh58/Pgx379/b7S/2wKBNgiHnox7CF1HkFY8fvyYjo6OBMBOnToZ7Dk6pXB3d2e2bNnktUly1qSenp6y7R06dDC6Z31VYmJiOGzYMLmc9LVr15LVn6rtbdq0MWrnjvv378ub8t9//32y36Oenp6yc1Dz5s2NNkuRUqnk2LFjCYBmZmZ6lZuKi6pjVMOGDRkUFGSAmRoeT09P2fGqevXqBpnno0eP5Pd83bp1jbIElVKp5JQpU+QsLVu3bjVIvw8fPpQzHdWsWZP+/v4G6deQeHl5sVChQgTAsmXL8tOnTwbp9+HDh7JDk6urq8H6NRRKpVLOxgSAy5YtS+spCQRpjlKp5Pv37/n48WN6eHjwxo0bdHd3p6enJ729vY1SkxcItEU49GTyQwg/grRm9+7dVCgUBMDJkycb7UbJxo0bZWee2bNnG6TPXbt2yX2OGTPGKB0c/Pz86OrqKpff8fLyMki/e/bskZ07hg0bZpS2b9++XZ7jqFGjDPbe3Ldvn+zgMGDAAKOL6vry5Qtr1apFAMyZMyc9PDwM1veBAwfkrCU9evQwKgFIqVRy8+bNsuPNgAEDDPqQf/z4cdlRqE2bNvz48aPB+k4uL168kO95jhw5ePPmzSTbKJVKRkZGavW5+Pvvv+Uo2Dp16vD58+eGmHayiYqK4k8//SR/Hnv16pWgwBsSEsKHDx/y5s2bvHTpEs+dO8erV6/yzp07fPnyZYLfYefOnZPLeJUtW5a3b99OSZO05saNGyxVqhQBMGvWrLxy5UpaT0mQxnz+/JmnTp3i/Pnz2aFDBxYtWpQ5c+aknZ0dLSwsaGtrSwcHB3733Xds0qQJp0yZwr/++ouvXr0y2me3pIiOjqanpyd37NjB0aNHs3bt2rJzX0KHo6MjmzVrxqlTp3L//v308fFJt/YLMh/CoSfjHkLXEaQl7u7utLe3lx0mjDV7xaVLl+R5tm/f3iCBBrdv32bWrFkJgE2bNjXK7BWRkZHs2bMnAdDS0tJgTvzu7u5yWXFjzV5x/fp1OQtro0aNDPbevHPnjuzcUbt2bX758sUg/RqKiIgIOQurubk5//rrL4P1fe/ePebOnZsAWK1aNb5+/dpgfRuCixcvqt2bgIAAg/X96NEjOVNPhQoV+PDhQ4P1nVwCAgLYq1cvAqCpqSn/+OMPrdpFRUVptZZ5+vQpv/vuOwJg0aJFjSazr1Kp5O7du2VHs2rVqiX4eYyKiuKTJ094+/ZtXrlyhefOneOVK1d4+/ZtPnnyJEEt6Pnz53L5rdy5c/PgwYMpaJH2eHt7s1GjRnI2ps2bN6f1lARpTFBQEC9dusRly5axV69edHZ2Zu7cuWlvb08LCwtaW1sze/bszJcvH2vVqsVRo0Zx27ZtfPToUbp1clEqlfT29ub+/fs5depUNm3aVP4+SOjIkiUL69SpwzFjxnDHjh309PRMt/YLMh+G1HQUjBUSDIZCoXAF0AxAfgCWGi4hyQEGHTSToVAo3CtXrlzZ3d09raciyMTs3r0bvXv3RnR0NPr164eVK1fC1tY2racFAIiJicGCBQswc+ZMAMC8efMwbdo0KBQKg/T/119/oUePHoiKikLHjh2xdu1aODo6GqTv5HL79m306tULT58+ReHChXH69GkULVo0wetJIjw8HJGRkbC0tISlpWWif6ejR4+ic+fOiIiIQMOGDbFp0yYUKlQoBSzRjeDgYPz4449YtWoVAGD69OmYO3euRlv8/Pzw4sULhIWFISwsDDExMbCysoK1tTUcHBxQvHhxmJqaxmt36tQpdOjQAWFhYahQoQK2bt2KihUrprRpSXL06FEMHjwYHz58wHfffYfTp0+jZMmSatfExMTg6dOncHd3x/v37xEeHo6wsDAoFApYWVnBysoK+fLlQ5UqVVCiRIl49p85cwbt2rVDSEgIChUqhM2bN6NBgwapaWY8fH19MWTIEBw9ehQAMH78eCxevFjtngcGBuLOnTtwd3eHh4cH/P39ER4ejvDwcJiZmcn3vWjRonBxcYGLiwtKlCgBExMTuY9Lly6hdevWCAwMhIODA1avXo0uXboY7PtEV5RKJdasWYPJkycjJCQE+fLlwz///ANnZ2cAsZ/ply9fwt3dHbdv34a7uzsePnyIoKAghIeHxz78/f++29rawtnZWbbdxcUFxYsXl+2/du0aOnTogI8fP8LGxgYLFy7E8OHD1f4+qcnDhw/Rt29fSM8/Y8eOxa+//goTExOEhobi3r17cHd3lw9PT0/ExMQk2J+9vb2a7S4uLihatChMTEzg7u6Obt264fnz5zA1NcWPP/6I6dOnw9JS06NtyhIeHo5Zs2bh119/hVKpRKlSpbB3716UL18+1eciSFtI4tKlS9iwYQMuX76M169f691Xjhw5ULVqVfTu3RsdOnRIk/e2Ljx8+BBr1qzBzp07ERgYGO98njx5kDVrVlhbW8PMzAyRkZEIDw/H58+fERAQEO/6AgUKYNCgQRg0aBDy5s2bGiYIBHrh4uKCO3fu3CHpklpjCk0ndRC6jiCtuX37Npo3b44vX76gTp062LNnD/Lly5fW05LZt28f+vbti7CwMHTu3Bk7d+6EhYWFQfr28PBAs2bN8PnzZ1SpUgU7duxAqVKlDNJ3cnnz5g369++PM2fOIEuWLDhy5Eiia2+S8nOPubk5rKysEl2vPXz4EE2bNoWvry9KliyJrVu3onr16ilhik7ExMRgxYoVmDp1KsLDw9G2bVvs2bMHVlZW8a4NDg7G06dPERISgrCwMERFRcHS0hJWVlawt7dHqVKlND7bPnnyBE2aNMHbt2+RN29erF+/Hq1atUoN8xLl7t276Nu3L+7duwdra2scPHgQzZo1U7uGJHx8fODu7o6XL1/Kmk5cPatSpUooV65cPPu9vLzQpEkT+Pj4wN7eHkuXLkX//v3TTNcAgNDQUEydOhUrVqwASTRv3hz79++HjY2NfE14eDju378vr/E/fPgQT8+ytrZG/vz55TV92bJl1b4rXr16haZNm+L58+ewsLDA7NmzMXHiRJiZmaWF2QCAEydOYPDgwXj37h2srKywb98+tG7dWj7v6+sr23z79m3cvXsXAQEBCA8PlzUOS0tLWFtbo1ixYqhSpYpsv7Ozs2z/mzdv0KpVK9y/fx8KhQKjR4/G/Pnz1f7GqcnHjx/h5uaGAwcOAABatGiBffv2IUuWLIiOjoanp6esY7m7u+PevXsIDw9PsD9LS0tUqFABLi4u8t+gTJkyMDc3x/v379G9e3dcunQJANCjRw+sWLECDg4OqWKrKiSxfv16TJgwAcHBwXB0dMTmzZvV7rkg8/Do0SOsXbsWZ8+exZMnT6Dv/rytrS0qVqyIzp07o0+fPsiWLZthJ2pg3r17hw0bNmDTpk14+/ZtvPM5cuSAo6MjrKysYGlpiaioKISFheHbt2/48OFDvOuzZs2KH374AcOGDUOZMmVSwwSBQC8MqukYwivo/186CgDbAMQAUKr8Vxnn3zGGGjOzHhCRXAIj4dixY3L2iqJFi/LixYtpPSV6enqyWrVqsgfvypUr1c4rlUq+efOGhw4d4vTp09m6dWvWrVuXrq6uLF++PCtXrsxatWqxcePGdHNz4+bNm3nv3r14kWCnTp2SI8Jz5crF/fv3p6aZ8QgPD+fUqVPl7DTOzs58+/atfD4iIoLu7u5cv349hwwZwipVqsjZN+IeWbJkYY0aNThixAhu3bqVDx48ULP/3LlzcvSMra0tf//99zTN1nP+/Hk58sLMzEwtXalq9oL27dvL9bgTO2xtbRP0er927ZraWLNnz06zbD1fvnyRo3kAsFatWvTx8SFJ+vr6ctu2bRw1ahRr1aqVZPaCuPbXrl2bo0eP5vbt2/nhwweSsVFdlSpVkq9zc3NLk2w9SqWS27dvl9Ou29vbc/PmzVQqlQwMDOS6devYvXt3Fi9eXGubVQ87OzvWrVuX48aNk7PeeHt7s3HjxvI1HTt2TJNsPS9evJBL6QFgt27d+PnzZ0ZGRvKvv/5iixYt5L9LQof0HZGY/Y0aNeLOnTsZHh5OPz8/9ujRQz5ft27dVM/WEzcrT8GCBXn69GkqlUpeuHCBXbp0kbM0xbW1RIkSdHFxYe3atVmvXj1Wr16dFStWlFO4xz3y5cvHWbNm8e3btwwJCeGYMWPkjHRpka3nxo0bck15ExMTTpo0yajT4wtShm/fvnHVqlUsU6aM2vvVxsZG/r3avn07Hzx4wI8fP/Lbt28MCwtjUFAQP3/+zOfPn/PAgQOcNm0amzdvzpw5c6r1kytXLk6dOlX+DTEWIiIiuGfPHtatW1dtvgULFmT79u35008/8eTJk4mmUZeiv/766y/++OOP8aK/zMzM2LlzZ54/f15k7REYJamZoUdoOkLXEWQ+VLNXZMuWjVu3bk3z38NPnz6xS5cu8m/1wIED40Vhf/nyhf/88w9//vlndurUifXq1WO1atVYoUIFVqpUiTVq1GCDBg3Yt29frly5ktevX4+X6eXJkyeyPmBpaclFixalabS3Uqnkxo0b5YxEDg4O/Pfff+XzMTExfPz4MXfu3MmxY8eybt26zJo1q7xWUT2srKxYoUIF9u/fn6tXr+a///6rtoZ48eKF2hpjwoQJaZql6enTp3L2WQAcNGiQrEHFzV5QqlQpjTarHubm5qxUqRIHDhzINWvW8ObNm3J5NW9vb9asWVO+tnfv3mlWjigiIoIzZ86U17JFihTh9evXZbv/+usvTpkyhU2aNJEzK2lzmJubs3Llyhw0aBDXrl3LZ8+ekYzVidq2bStf17x5c7558yZNbL906RKLFi0qr9unT5/OiIgIRkVFcf/+/RwwYAArVqyocZ2f1GFhYUEXFxcOGTKEx44dY3R0NL99+8ZBgwbJ11SpUiVNsvUEBASwb9++8jyqV6/Ox48fU6lU8uLFi+zevbtcLiqhQ8oan5j9VatW5bJly+jv78/w8HBOnz5d1oKKFSvGy5cvp6rdcbPy2NnZcf369VQqlXz48CGHDx9OOzs7jfYUKlSIlStXZs2aNVm/fn3WrFmTlStXlst1adK03Nzc+ODBA8bExHDFihWy/p0W2Xri6omdOnUyquzfgtQhIiKCe/fuVdN0JT0i7u+Vr68vAwICGBYWxpCQEPr5+dHHx0ctO7OTk1M8bWjQoEEGzdhvCJRKJc+ePcuOHTuq6dEODg5s2rSpnEXZ29s70efPjx8/8uTJk5w3bx7btWsnZx+Tjvr163Pfvn1GX0ZWkDkxypJbAEb+X9zZCqDy//9/KYDqAKYA+ApgFwAnQ42ZWQ8h/AiMiTt37rB8+fLyD+ioUaPSJGVxdHQ0f/nlF1paWhIACxQowJMnT5KMXbT+/PPPbNGihVxDWNfDysqK1apV44gRI3jjxg0qlcoEN9dTm1u3brFs2bIEYmsujx07liEhIQwKCuLatWtZvXp1uWSSpsPS0lIuz5HQNdbW1qxfvz537NjBsLAwfvr0iZ07d5bPN2zYkK9evUpVu4OCgjhixAh5DhUrVuTdu3dlAUBKYxr3sLGxYeXKlVm3bl02bdqULVq0YMOGDVmjRo14D8TSkTdvXnmTP+64FSpUSPUH5sOHD8sOCdbW1ly2bBmjoqJ44cIFdu3aVaPoIW2ATpgwgTNmzOCCBQu4YMECzpgxg+PHj9f4QIz/i0Hdu3fn5cuXGRERwblz58qOFYUKFeLx48dTTfR98eIF27RpE0+ASkgAsLCwYJUqVThkyBCuX7+ex44d49mzZ3nlyhVevHiRf//9N/fv38+5c+eybdu2LFCgQDz7q1Spws2bNzM4OJhr166VSzE5ODhw9erVqZKm/PPnz1ywYIEsQkhOhO/evePs2bNlEV46cufOzZYtW3LGjBk8dOgQfXx8GBQUJAvU0dHRDA4O5ps3b3js2DHOmTOHrVu3jtdPzpw5OWXKFHp7e/PgwYNymm4bGxuOGzdOFgZTitDQUG7evFntN2bw4MF88+ZNPOcGExMTlitXTk20DwkJSbT/9+/f8+jRo5w9ezZbtWql5uRjamrKjh078uzZs7x06RKLFSsmf8e2atWKJ06cSDFHxujoaB49epQtWrSQxepSpUrxxo0bKTKewHjx8fHh0KFD1Zwy8+bNy5kzZ/Lhw4d6bzoplUr6+PhwzZo1ap8vExMTtmnThteuXTOwJboRHR3NpUuXyt85QKyzsSTMJpeERKXSpUvz0KFDBrBAIDAcqezQIzQdoesIMiFv375ly5Yt5d/D77//nu/evUuTufz555+y47GtrS1Xr15NpVLJoKAgrlu3jh07dkxwEzepw9TUVF4vHD16lNHR0Qlurqc2r1+/ZvPmzeV5tG3blr6+vrK20axZswQ3u6V1r52dnRxwp+mQNg2XLl1Kf39/hoWFcfLkybJzQMmSJWVnktRCeuaT5p03b14ePXqUSqWSly5dYrdu3WTtIa5GUa5cOdauXZtNmjRhy5Yt2ahRI9aqVYslS5bU6PCj+iyZ0LipyZ07d1ihQgV5fiNHjmRwcDAfPXrEESNGaLzfUhnZMWPGcNq0afzpp5/4888/c9asWZw0aRJ79OiRoP2NGzfm/v37GRkZyZ07d8plzezt7blu3bpUC1Tz8/PTGDTz7t07zpkzJ54mYWJiwjJlyvCHH37g8uXLeeTIEZ4+fZqXL1/m5cuX+c8///Dw4cNcsmQJu3fvzhIlSsSzvXDhwvzll1/4+fNn/v3337LuZWFhwWnTpvH9+/cpbrekbeTPn59ArA67ePFi+vv7c/Xq1XR2dlabs52dHevXr8/x48dz165dfPr0KQMDA+XN6piYGIaGhvLjx488d+4cFy9ezG7dusm6hXRYW1tzwIABdHd35+3bt9W04549e/LatWspqudFR0dygss0AAEAAElEQVTz2LFjbNKkiTynJk2a0MvLS6NzQ9GiRdmlSxf+8ssvPHPmTJLOdgEBATx79iwXLVrErl27yk5i0lG3bl3u2bOHnp6eakEi1apV47Zt21IsWEqpVPLGjRvs3bu3vE/h6OjIffv2pch4AuMlMDCQM2fOVNMbs2TJwmHDhvH69euys6k+fP78mfv27Yu3/1GjRg3++eefae6gfeDAAZYqVUrtOaxTp048d+6cQeZ27969eHpZnjx5uGzZMlGOS2BUGKtDz20Aj1X+rQQwU+XflQBEAOhnqDEz6yGEH4GxETeqpGjRoim62RmXmzdvqmXl6d+/PwMCAhIUALJly8ZGjRpx0qRJ3LNnD8+fP88bN27Qw8ODt27d4qVLl3j8+HEuXLiQnTt3ljOyqB6VK1fmxo0bGRQUxFWrVqlttKfWJv/Lly85ZswYeTOqePHivHz5coICQIkSJdi9e3f++uuvvHDhAgMCAuLdo5iYGH7+/Fkt2i2u/Y6Ojpw8eTJfvnzJffv2qWXrGTt2LJ8+fZqidvv5+XHx4sVyNJ2UKcfb2zueAGBlZaWWbUabGrOqWX06dOig5uShusl/7tw5+W+jUCj4/fff8/jx4yn20BgaGsotW7bQ1dVVnk+tWrV4584djc4NLVu25Pz583nq1KlEsxfERfJ6/+mnn9iiRQu16J9y5cpxzZo1vHbtmlq2npIlS3L58uUGrXUuIQkALVu2lEUfe3t7bty4kXv37mX9+vXV3p+1a9fm2rVreefOHb1EqY8fP/LEiRMcN26cWhRc9uzZOW7cOF66dEktusbOzo7Dhw83eHSXJgEAiHUcvHDhAjt16qS2EV2qVCmuWLGCb968SdbCyNfXl2vXrlXb5FcoFGzdujX/+ecftWw9ANi0aVMeOnQoXhaz5ODl5cVx48bJIiMQ65B29OhRTpw4Md5ibebMmQaJLFQqlTx37pzGv+1ff/3FsWPHqjk+FilShIsWLTKYI+fHjx/5888/qzkWWlpaiqw8mRClUsn169er/Y6nVMSRUqnklStX2KNHD/l5SdU5OLV5/Pgxq1evLtvt7OzM1atX89u3byky3tu3bzlr1iy1SNgePXrQz88vRcYTCHQllR16hKYjdB1BJkWpVHLr1q3MmjWrrJmsX78+WRtNuvDy5Uu1rDwNGjTgy5cv6enpyZEjR8pZa1Q3qaWswlu2bOHZs2d57do13rlzh+7u7rxy5Qr//vtvrlixgn369GHZsmXjZbVwcnLizz//zE+fPvH48eOyjmBpackZM2akilOTn58fFy1aJNuXPXt27ty5U3ZukDb/paNAgQJs27Yt586dy+PHj9PX1zee/iBlrr1y5Qp/++039u7dm87Ozmr2W1tbs3///rx9+3a8jKA9e/bk1atXU3QjMDQ0lFu3blXTFHr37k0fHx/+/vvvstOBNCcpe8HatWt569atJN+XQUFBvHz5slpWH9W/Y506dbh7924+ePBALVtP1apVuXXr1hTLVqRJ2yhSpAjPnDnDffv2xdM2atSowWnTpvHAgQP08fHR+p4EBgby4sWLXLp0Kbt160Zra2u5z/z583POnDn08PBQC5bKlSsXp02bliIZO5VKJf/991/26dNH1jakrDynT59m586d1YLSSpYsyV9++YVXrlzRK2D027dvvHDhAufNm6fmAGhpackffviB586dU8vWk5IZO728vDh+/Hg1baN69eq8ePEihw0bJgeMAbGBWdOnT+fjx4+TpacHBARw//79ak400rh79+5Vy9YDgJUqVeKGDRsMGpz76dMnLly4UO3vb2dnx7Vr13LlypUanRvu379vkLEfPHhANze3eH/b5cuXc8WKFWpZrR0cHDhx4kS+ePHCIGOHhIRw48aN0vO7vLbu2rWryMqTCTl9+rRapYCU1DYeP37M0aNHy89xANimTZtUcViMy+fPn9mtWzd5Hvny5ePs2bNT7LlKU0brWrVqpfj+lECgLcbq0BMEYLXKv5UA5sa5Zj+AW4YaM7MeQvgRGCtxs/WUKFFCTvFpaCQBoGrVqmrixuHDhzUKAO3ateOePXv4/PlzvRZoX7584enTpzlhwgS1Tf5s2bJx7NixvHDhglpkgSEjyVXRJABIG2/Hjx/X6Nzwxx9/JPth0c/Pjxs2bGDFihXVFiXff/89//nnH7VsPUBsxMXBgwcNtsmvSQAAYrPynD9/nn369IknAPz222/8+vWrQcY+f/58PJGhVKlSPHjwIEeOHKm2ya8a/WMINAkA2bNn59KlS7lx40a1h/U8efJwxowZBk2b7OPjw2nTpqllt8qePTs3b97MX375RU1ktLGx4cCBA3n79u1kO/T5+vrGEwAsLS3Zu3dvXrp0ibVr15Zft7W15dChQ3nv3j0DWR2Lpu8ZKysrLl68mLt372adOnXU3vf16tXjtm3b+OzZM73sj46O5sOHD7lmzZp4AkDLli3lbDrS+zAlhSelUsmrV6+yZ8+e8vtbKvl05coV9u/fXy0C9LvvvuOECRO4d+9enb9nv379KkeVNW3aVO1v6urqKov0qmXUUjqdqqbsR7179+bTp081Ot1ITqJ79+7lixcvkrRfqVTSy8uLe/bs4cSJE9mwYcN4zkKLFy8WTgWZEB8fHzXxtV27dnz06FGqjP3hwwdOnjxZzVH4ypUrqTJ2dHQ0Fy9eLP/G58uXj4cPH061qLLIyEguX75c3vDInTu3yNYjMApS2aFHaDpC1xFkcuJm65HKcnp7ext8rOjoaB4/fpzff/+9rG1IWXn27dvHBg0aqK0LatWqxfXr1/P+/ft66QwhISG8evUqFyxYoBa0ZGFhwV69evHcuXNq2XpScq2lSdto27YtL168qNG54bfffqOvr2+yxgwODubBgwfjrbeqVq3Kffv2qWXrAWIzEa9bt86gZbafP38eT1PLmzcvDxw4wOnTp2t0bnj9+rVBxtaU1Td37txcvXo1f/31V7VN/hw5cnDChAkGKzWtybnBwsKCo0eP5okTJ9TejymhbQQEBHD58uVq2WvMzc05c+ZM7tixI55+2rZtW/7999/JXmsHBgZy06ZNdHFxUdM2WrRowbNnz6qVkFcNnjPk503T9wwQW0L+1KlT7NChg5pzS5kyZbh8+XLevXtXL/uVSiVfvnzJ3bt3s1mzZvG0jc2bN3Pbtm1q+l69evW4d+/eFMmS9PTpU44dO1bt/d2pUyfevHmTkydPlgM0ATBr1qwcPHgwN2/erPP3bFhYGP/991+uXr2a3bp1i6eRLlq0iLdu3VLTrMuUKZOigRvfvn2Ll/2obt26fPDgATdt2hRPc6tevbrsJKqt/e/eveORI0c4a9YstmrVSk2fdXBw4KRJkwzmLCRIPwQGBnLIkCHye8HFxYUXLlxIFW0jODiYK1eujOconFq6yoEDB+T9AxsbG65YsSLVymAplUoeOnRIDtaysrLi0qVLRbYeQZpjrA49wQAWqPw7CMCqONcsBBBkqDEz6yGEH4ExExERwYULF6plNZFSfP7777/JcvBQKpV89OhRPAEge/bsHD9+PM+cOSNHFqWEACARGhrKbdu2qWUFsra25tKlS7l79261NJ7SgmHTpk16l8dITHj64YcfePHiRbUHxZRybiBj78G1a9fYq1cveYFmamrKqVOn8tq1axwwYIBa9E+BAgU4atQorbPjqI7z+vVrHjx4kNOnT9coABw9epR//vmn/KCYUgKAKprSAA8cOJDPnz/nL7/8Es/5pG7duhw7dix37typVZRNREQE3d3duW7dOg4ePFjNbkkA2LJlC728vNSE1tq1a6eYAKA6t927d6tFsLVq1Yo+Pj4aS5zZ29uzXr16HDduHP/44w8+efIkQfulrDgJ1cKVBICPHz+qbbjmyZOHK1euTDEBQJVbt26pRRjUqFGDT5484f379+NFVkn2169fnxMmTODu3bt548YN3r17l0+fPuWTJ0/o4eHBa9eucdu2bRw1ahRr1qwpZ/rSJADcvXtXzaHOzc0t1VLhf/r0iRMnTpQFXqn805cvX7h06dJ4aZ2BWGfHhg0bcuLEiVyyZAlXr17NTZs2cd26dVy+fDl/+uknduvWTc1JRzqsrKzYr18/3rx5kyEhIRw3bpwsvjk7O/Pff/9NFbvJ2E3+JUuWyM5L+fLl47FjxzSWxVI9smfPzvr167N9+/bs0aMH+/bty+7du7N9+/asV6+emtCj+t3WunVrnjx5MtUy3AmMh7hZeXLkyMFdu3alSZrkW7duycJnamTr8fLyYo0aNeTPQt++fVMk45u2c1F11uzRo0eazUUgIFPdoUdoOkLXEQioVCq5c+dOjWU5T548mezMkW/fvuUvv/yi0anm8uXLatlQbW1tOWTIEN69e9dA1sUSExPDEydOsFWrVmqBUqNGjeKpU6c0luVcunQpb968qVfWosjISN69e5e///47q1SporYGaN68OQ8fPsyFCxeqZS9JSW1D0yZ/t27d6O7uzilTpqht8tvb27Nfv35aZ8dRxc/Pj3///TcXLFgQL1uIi4sLN2/ezMuXL6s5lEglclJK2wgMDIwXBNiwYUN6enpy8+bN8TQYFxcXuYS3u7t7kvOKiYnh48ePuXPnTo4ZM4Z16tTRGAD26tUrDh8+XH69ZMmSXLVqVYpqG0qlkmfOnGH79u3lcStUqMA7d+7w8uXL7N69u1qGc0tLS7q6unLo0KHcsGFDolmQpaw4S5Ys0Vj6K0eOHJw4cSKfP3/OI0eOqJWQnz59Ot++fZtidku8fPmS48ePVyshf+7cOb558yZeSRzJ/qpVq3LYsGHctGkTr169Sg8PDz5+/JhPnz7lvXv3+O+///LPP//klClT2KRJEzWtOq628f79e7WsSC1atDB4pueECAkJ4YoVK2TdytHRkXv37mVYWBh37NihthaTDmtra1avXp3Dhw/n4sWLuXLlSm7cuJHr16/nihUruHDhQvbv358VKlRQc0KUvk+lUuVRUVFctWqVnGk5V65cqVoOSKlUcv/+/Wol5FesWMHo6GiNWbHj2t+2bVt269aNffv2Zc+ePdmhQwc2adJELcOr6pHS5bwExo1qVh5zc3P+9NNPqebQokrcUp4pna3H399fTTOvV69emjmz+fv7s3fv3vJcatWqZTAHXYFAH4zVoecpgG0q/74H4Hqca/YD+GCoMTPrIYQfQXogKiqKBw8ejLdoj5sa+cGDB4yIiIj3IB8VFSVnL5gwYQIbNGgQbwNUEgC+fPnCSZMmqW02p7Rzg8Tt27fZtWtXeU516tShl5eXxhSf0sKhVq1aHDVqFLdt28bz58/z+vXr9PDwoLu7O69evcrTp08nmhpaNQNM3AfFOXPmpIpzAxm7yT927Fi1jfZbt27R39+fy5Yt07hRb2try9q1a3PUqFGcN2+evChcunQp58+fz8mTJ7NFixbMmTNnvLaqAkDc9I316tWjl5dXqthNxgpyCxculIWZAgUK8NSpUwlG/0hHlixZWKNGDTZr1ozt2rVj586d2aZNGzZt2pSVK1dWE3o0CQBKpZKbN29WS4W+ffv2VN3wVSqV3LJli8Y5SCk+49Y9lw5TU1NmyZKFjo6OzJ07N7NmzarRZum90rp1a7l8n5eXl1pWnl69evHLly+pZrfEsWPHZPusrKz466+/Mjo6Wo7+ad26dYILe20OJycndujQgdu3b2dYWBgjIyPVsvIULlyY58+fT3W7SfLGjRtyunITExNOnDiRYWFhjImJ4dmzZzlz5kx+//33slCi7aEqFG7cuFG+r//++6/8PSI5DqZW2v+4PHnyRE3k6t27t1xa8d27d7LzYYsWLdSyWSV25M6dmy1btuTMmTN5+PDhZEfdCtIvUVFR7Nevn/zeaN++PT98+JCmcwoPD+fUqVPlzawqVaoYLPOcKu7u7vKmUb58+Xj8+HGDj6ErMTEx/O2332Tn0YoVK4oU6YI0I5UdeoSmI3QdgUBGU1lOIDZzTYUKFdi/f3+uXr2aN27cYHBwcLw1aXR0dLzsBXE3zAsVKsRffvmFHz9+5Nq1a2X9xMHBwWAZd5Pi1atXHDdunFoJ+UuXLmksyynZL5WAWrNmDc+cOcOrV6/yzp07ctDGuXPnuHHjRg4bNoxVq1aNt1msmgHG09MzXgn51HBuIGM3+ZctW6ZWQn7//v0MDw/nzp071YJ5pMPc3Fy2f86cOVy0aBFXrFjBZcuW8eeff+b06dPZsWNHtWAn1XVf3759Zcco1WfN4sWL89KlS6liNxn7/t67d6/8HJolSxauWbOGSqWSN2/eZN++fdUy0kqHhYUFK1euzKZNm7JNmzbs3Lkz27Vrx2bNmrFGjRrxNEDgP+cGqUT7+fPnZYc2qYR8am/4appDREQEP3z4wPnz57NkyZIa17AKhYI2NjZ0cHBgnjx5mC1bNo1/J+m9UqtWLbmM2ZcvX9Sy8tSqVYvPnj1LVbtJ8t69e2rl3tzc3BgUFMTIyEju27ePXbt21Ri0pO2RM2dONm/enEuWLOGXL1+oVCq5Y8cOOStP1qxZuXnz5jQJ3PD29lZzmuzUqZO8zvHw8ODChQvZuXNnFilSRCebTUxM6OzszN69e/O3337jq1evSMY6Fahm5enWrVuKrCm1wc/PT62EfN26deXscwEBAbLzYULfX5oOKZBv/Pjx3L17d6rq0gLj47fffpPfGy4uLgav2qArSqWSmzZtkrP15MmTJ0Xm5Ovry3LlyhGI3fdatWqVUQQpHjlyRH6Gy5UrFz08PNJ6SoJMirE69OwA8FDl3wsBxACYAcAZwHAA0QAOGWrMzHoI4UeQ3pCif1QjsDQ9/NvY2DBLlixqkVBxjzx58sgCAMl49b4nTZqUJl7whw8fVoswWb58OWNiYuTonw4dOqiVaNHlMDU1Zfny5dmvXz9ZANCUvjGtHhSvXLmicdM9JiaG58+fTzDrSlJHtmzZ2KhRI06ePJn79++X65gfPXpULX3jypUr0+xB8dGjR3R1dZXnPGDAAHmenz59krPOtG3bVi1rVUKHQqFgyZIl2aNHDy5ZsoQXLlyQnQYCAwPZqlUr+drWrVunSS1cibjp2Nu2batWc9vX11cuEdW6desEnXyA/xy9Ro8ezR07dtDT01Mtm9Phw4fVsvIcPnw4LUyW8ff3Z58+feT5N2zYUL5PEu/fv+fRo0c5e/Zstm7dmq6urixXrhyLFSvG4sWLs3z58qxatSo7duzIBQsW8O+//44nbAQHB6ulaR4+fLhBU57rQ1hYmJoDZa1ateJlr1AqlXz79i0PHz7MOXPmcOzYsRw6dCj79u3LQYMGceTIkZw0aRI3bNhADw8PjeLlyZMn5XsuOQumNdHR0fz1119lwbJq1aoancqkDGMnT57kX3/9xZ07d3LTpk3cuXMn//rrL546dYpv375NEwFPYHyEh4ezY8eO8vPDH3/8YVTvjVu3bsnPb2XKlDHoBtPly5dlcal58+ZGlwnHy8tLLk1QokQJ+vj4pPWUBJmQVHboEZqO0HUEAo18/PiRCxYs0BhwpLqWtba2pp2dnZoDUNwja9asbN26taxtxN1g7tixY5o40qqWkJey9QQHB8ub/L169WLp0qU1Bu5ocxQrVoxdu3aVnRuio6P5yy+/yM4++fPn54kTJ1LdbpJ88eKFWgn5rl27ymvTu3fvcunSpRqzriR1qAb0bd26VS4nfO/ePTlDTmpkg0yMT58+qZWQb9iwoZwJNzAwUC3rjGrJqsSOAgUKsF27dpw3bx5PnDjBT58+kYx1Gh8/frx8XcWKFQ2efUoXgoKCOGLECLX5qJbXCwgIkEtjd+vWLVEnF3Nzc1auXJmDBg3i2rVrefv2bbVgnPv378uakLW1NZctW5amZVDiBk4VK1YsXjaJgIAAnj17losWLWLXrl1ZrVo1li9fniVKlGDRokVZtmxZurq6skWLFpw+fToPHjzI169fq63llEolx44dK/+dWrRowTdv3qS2uWoolUo1B8qCBQtqdKz68uULT58+zV9++YXjx4+nm5sb+/XrxwEDBnDEiBGcMGECf/vtN165ckVNC5R4/PixrINKzoLGwMGDB+UgtHz58iVY3trPz49nz57lgQMH+Mcff3DTpk3cvn07//zzTx49epTPnj0zCqcFQdqjVCo5e/Zs+XM+a9asNMnKkxCvX7+Wq0lkz57doFnPvb295d+GUqVKGV0mHH9/f7nUaNasWXn16tW0npIgE2KsDj3tADwGUPj//84B4CVi667H/P+/fgBKGWrMzHoI4UeQnvHz8+M///zDn3/+mZ06dWLhwoXjpeYEYp1z8ubNy1atWnHWrFk8cuRIvPIyv//+u1pWnuvXr6eRVbHEjTZp0aJFPFHi8+fP/Pvvvzl//nx27NiR9erVkxeFlSpVYo0aNdigQQP269ePq1at4o0bN2QHEYmPHz/KpXfSMn2jKiEhIWrZeho1aqTR8eDjx488efIkFy5cyKlTp3LcuHF0c3PjmDFjOGXKFM6ZM4f79u3jixcvNG5obty4Ub7naZm+UZWoqCi1bD1169ZNMEvSx48feeHCBZ44cYIHDhzgnj17eOjQIZ46dYpXr15NsJ2fn5/sOJQWWXkSIm62nho1atDf3z/B6yMiIvjt2zd+/PiR79+/p7+/P8PCwhK1ZceOHbKTX7du3dIkK09CHDt2TBYCXF1dZYHSEAQEBLBWrVoEYiO8zp07Z7C+DcGNGzdkccbQ2Sv27dsnbwL069cvzbLyJISnp6fsoOns7JymjnWC9E1kZCRbt24tiwuXL19O6ylp5N27d3IJrqJFixrkPX/jxg057XqXLl1SJauiPnz48IEVKlSQbReZtASpTSo79AhNR+g6AkGSBAcH8+rVq/ztt9/Yu3dvOjs7J5h1NXv27GzQoAEnTpzIPXv20MvLS20D9Ny5c3K5UQcHB+7ZsydN17kRERGcOXOmrFGVLl06Xgn3oKAgXr58mcuXL2evXr3YoEEDVq9enRUrVmT58uVZrVo11q9fn127duWiRYt49uzZeE7L4eHh7NSpk/x36t+/f5o7NsfExHDVqlVytp6iRYvKWTZUCQwM5MWLF7ls2TJOnz6d48eP5/Dhwzlq1ChOmjSJM2fO5NatW/ngwQNGRUXFa3/p0iXZobt48eK8cuVKKliXNPv27ZOz9RQqVCjBTclv377x6tWrPHXqFA8dOsQ9e/bwwIEDPHHiBC9cuJDgujgyMpI9e/YkkHZZeRJCNVtPgQIF+Pjx4wSvjYqKYlBQED9//sx3797xy5cvDAkJSdSx4caNG3J2murVq6dJVp6EuHv3ruzIlzdvXoOWwIqOjmb//v1l7XbDhg1GoeNJeHt7s3r16rLDjSGdy+7cuSN/nmrXrp1mWXkSws/PT3ZwcHBw4O3bt9N6SoJ0zPTp0+W9rE2bNqX1dDQSFhYml/zLkiWLQZx63r17J/92VK5cWXZeNTZUg+iyZMliFAGjgsyFUTr0aOwcyApgAoA1ACYDyJuS42WWQwg/goxIVFQUAwMD+e3bN0ZGRia6yFEqlZw/f74sfowfP96oatMePnxYXrhoyl6RHHx8fOSooOLFi6d5+sa4XL58WXZwqFatmkGdL5YuXSrf89mzZxtdJIRqxJGLi4vBFqwfPnyQN1ITE5bSkmfPnsml38qXL28w2zdu3Cjf86lTpxqV+CHx/PlzeQHj7OxsENsDAwNZtWpVAuB3333HJ0+eGGCmhsfHx0fOzlWmTBmDODQdPHhQduAaP368Ud5zMjZDlZQdzlC2CzIXMTExcsrvHDly8M6dO2k9pUTx8/OTFqEsW7Zssn7fHzx4IIv6vXr1StPoXG0ICAiQbS9XrlyijqsCgaFJTYceTYfQdISuIxBoS3R0NIODgxkQEMDw8PAkn+MPHTokZ6dp27atUZW3vHPnDsuUKZNo9gp9CQ4OlqPF7e3tjaLcqCovXryQn3vy589PT09Pg/V96tQpOQtr586d0ywrT0J8/PhRXocbsjRJRESE2kbq2bNnDdKvIVENKHJ0dOS9e/cM0u+VK1dkJ/42bdoYlXYr8e3bNzlDVY4cOQxie0xMDHv37i1nJDp16pQBZmp4goOD2aRJE9kB8/79+8nu8+HDh8yRIweB2CysxvY5lwgNDeX3339vUNsFmY9ff/2VQGzFgn379qX1dBIlMjKS3bp1k7/rkuPA6OfnJ+9VuLq6pkqJ1OQQFRXF7t27y058CWXmEghSgnTj0CMOIfwIBCnBjBkziP+n5l23bl1aT0cjqqlFK1eubJAHG1XP5woVKvDDhw8GmKnh8fLykrNXGMr2VatWyY4dK1asMMAsU4aXL1+yaNGislNPQhl3tCUgIEDODFC6dGmDljoxNK9fv5brrBvC9r1798oZnxYtWmSgWaYM7969kwXfKlWqJMv2sLAwNmjQgABYuHBhoy/xoupw5urqGq/0mC6cOXNGju41VgcuVT5//mww2wWZj0mTJhk0Oio1+Pz5s+zIVqtWLY1R10nx9etXuQRnmzZtjCYyOSk+ffrEUqVKEQCbNm1q9N9PgoxDWjv0iEPoOgJBSvDXX3/JTvxubm5GF6xDxpZpkLJX5M6dm0+fPk12n2FhYWzYsKGchdVYHbq/fv3KOnXqyJk7DGH7+fPnZQeuAQMGGK1Dd2BgoHyPcufOnWxnrujoaHbp0kV2GjDm5/6QkBC55LchbPfw8JCzOffs2dOon/tVnTty585NLy8vvftSKpUcOXIkgdjy8saahVUiPDxcdjjLkydPsoIIX7x4wbx58xIAW7VqZbRZWCUiIyPZtm1b2fbk3HdB5mPv3r3yXsX27dvTejpaoZolOm/evHpl1YmJiWGjRo3SXYBjZGSk/D3v5OQkNFxBqiEcejL5IYQfQWZG1fN59+7daT2dRPH29padO+rUqZOsqAQ/Pz81h4G0TsecFG/evDGY7Tt27JAfkI3VgUuV9+/fy7bXrVs3Xsk0bQkNDZUjpIoXL260DlyqvH//nkWKFCH+XxJN3+irs2fPyiWX5s2bZ+BZpgzv3r2TbW/QoIFeG90k5YiBvHnzGkVJOW1QdTZs3ry5XhvdPj4+cur14cOHp5vNclXbO3XqlNbTEaQTrly5QoVCQVNTU70idLdv3y7/Lm7YsEHt3KtXr+Rzmo6uXbsma+5v375l/vz5CYC//PKLzu0HDhwoP8vo8xuRmO0SSqWSW7duZb169Zg9e3ZaWVmxUKFC7Ny5c7I2pN68eUMHB4dExxYIDI1w6Mm4h9B1BJmVU6dOyWu9KVOmGPVzf1BQkLxp9d133yUr2CIqKkpt4zixskbGQEhIiJy547vvvotXekwXbt68ySxZshAAhw4datT3nIx1vJJsL1iwoN62K5VKDh48WM7G5O7ubuCZGp6wsDD5Pe/k5KR3UNmrV6+YM2dOAmDHjh311kdSk7i265s1TNKtLSwseObMGQPPMmVQdTYsUqSIXkFq4eHhcsBT/fr19dZCUxtV20uXLm2UWaQExoevr6+ciWrp0qV69ZFWuo7qfkOXLl10br9mzRo5m5s+vxFpqemEhobKWQiHDh2qdz8CgS4YtUMPgFwAWgLoCaC3psPQY2a2Qwg/gsyKqmPHtm3b0no6WvHq1St546tVq1Z6RZ5FR0ezdu3a6c7zWdX2zp076yXa3LlzR65fv3jx4hSYZcqgavvAgQP16mPs2LEGEQ5Tm5cvX8qlxyZNmqRz+4CAAPlvN3bsWL3eN9osDq5evcoWLVowe/bstLa2Zrly5bhs2bJkRQq+fPlSjkb6+eefdW6/b98+OWOHPum9E7M7MjKSy5cvZ9++fVmhQgVZRDfUpvSLFy/kjW5dHe+USqWcdr5169Z6fU8mZvuzZ8+4cOFCNmjQgAUKFKC5uTlz5crFNm3a8Ny5czqPFRcvLy9ZoDb2FLuCtCckJEQuVTd16lSd279+/ZpZs2aV33MJCT8VKlTgrFmz4h1//vlnsm04deoUAdDS0lKnMgxSOwsLC71SHCdlOxkryLZq1YoAWLJkSQ4fPpxTpkxh7969WbhwYR49elTncVXZtWsXAdDOzi5d/TYL0i9p4dAjNB2h6wgEKcXt27dpY2NDABwzZozRO3aQsSVpatasSQAsUaKE3hmIR4wYIWdpSS+lXVRtL1OmjF4b9F++fGGePHkIgD169DDKbEyaCA4OZo0aNWRHdH0cUnbu3EkAtLKy4qVLl1JglilDUFAQq1WrRgBs1KiRzp/TmJgY1q9fnwDYpEkThoeH6zyHtNJ0VG3v2LGjzrY/evRIzjr8119/6TWHtNJ1goKCWKlSJQLg4MGDdW4/depU+XtSn8wXaanpBAYGyhnHJ0+enOz+BBkbpVLJdu3aEQCbNWum17NMWus6L1++lMsh6tLXq1evkqV/GoOm8+DBA/m7M704XQrSN0bp0APAHMAmAFEAYhI4lABiDDVmZj2E8CPIjPj4+NDOzo4A+NtvvyV5/aRJk9iwYUMWKFCAVlZWzJ49OytWrMjZs2cn6BCTUt6/np6estf2mjVrdG4vRXfky5eP7969S/J6XWzv06dPoh7fANiwYUOd5yzh6ekp37c9e/bo1DYiIoLly5cnAA4bNkyrNrre9/DwcK5atYqurq50cHCgra0tS5UqxZEjR9Lb21un+cbl/v378kL+77//1qnt5cuX5ewNt2/fTvJ6Xe0OCgri9OnTWapUKVpaWjJr1qxs2LAhjx8/rtM8E+L69es0MTGhiYkJr1+/rlPb/v37EwCrVaumlxCjzeLg0KFDNDU1pa2tLfv3788JEybIi/fkZln5+++/9dqw/vjxIx0dHfX+nkjK7oCAAPkznTt3brnkjSGzTOzZs0d2SNLl87NhwwYCsTWcfX19dR43Kdu7du0qi9CDBw/mlClT2L59eznNvza/KUmhGqGibySfIHMgOWs6OzvrLG4rlUo2atSIRYoU4YQJExIVfvr06WPAWcdnwIABBMCqVatqtcHx9etXuRSpPg6P2thOkm5ubgTAH3/8UeOGUXJT/SuVSrZv317eoEgPG5GC9E1qOvQITUfoOgJBShIWFiZnHe7Tp0+Sjh3GpOn4+/uzXLlyegfsnD17lgBobm7Oa9euJXm9MWk6/v7+8lp54sSJOrfv1asXgdhyrdo8hxmTpuPv78+CBQvq9fz6/v17Zs+enQC4adMmrdoYk67z8eNHOWBn7dq1OrVdvXo1gdiycvqUc0lrTcfb21see+/evVq3i4qKoqura7IC+9Ja13n48KGsY/7zzz9at7t16xZNTU2pUCh49epVncc1Bk1HVce8ceNGsvsTZFz++OMPArGZ1/TJ4GYsus7vv/+u03d1TEyMnM1Kn+9ZY9F0SPKnn34iIEpvCVIHY3XoWfh/cccLwGwAAwD00XQYaszMegjhR5DZUCqVcrrbDh06aLV5Ym5uzmrVqrFfv36cPHkyR4wYwSpVqsiOMXEfuFLa+1c188arV6+0bvfkyRNaWVkRAI8dO6ZVG11sP3jwoEZP71mzZsnlg5KbGWfdunUEQAcHB53KRs2cOZNAbLrX4OBgrdroYntUVJScYrJUqVIcMWIEx48fz7p16xIAs2bNqlcGAVV+/vlnArFZdrSN5AsJCWGxYsUIgNOmTdOqjS52BwQEsGzZsvKG8qhRozhgwAA5HbIhFsIkOXHiRPlvq23K2hMnThB6ZH2Q0GZx8O3bN+bMmZMWFha8deuW/HpYWJgcgZfccn6DBg0iALq6umodydepUydCzwg4beyOiIjgiRMn+P79e5LkrFmzDO7Qo1Qq2aFDBwJg48aNtbJD1Vnzjz/+0GvMpGzfsmUL79y5E6/thQsXaG5uTgsLC/nvoi9KpTJZC1tB5kC11Jbq94+2LF++nAqFghcvXkzwM5xaDj2qDjralN6SSm1p6wAUF21sf/78OU1MTOjq6pqijjYfPnyQHbVF6S1BSpPKDj1C0xG6jkCQYkyZMkXWW7TJ9GJsmo5q5o1Tp05p3S4oKIiFChUiAM6dO1erNsam6fz77796BewcPnyYAGhtbc1nz55p1cbYNJ1//vlHDth5+PChVm2USiXbtGlDAGzRooXWz6XGpuuoBuxoq2Pqm/VBwlg0nbVr1+ocsCPpfwUKFNArk5ex6DoLFiyQdUxtSm+pltoaN26czuMZi6ZD6qdjCjIXqqW2Nm7cqFcfxqLrxMTEsEGDBgS0K72V3EBGY9J0oqKi6OLiQkCU3hKkPMbq0PMawBMA1obqUxxC+BEISHL9+vU6O4Qk9OAtpQCNm/ElNbx/pQ37hg0bapVmODo6Wl6M6vIAp6vtmggICKC1tTUtLCz4+fNnrcfWhFKpZOPGjXVyyFIttXXhwgWtx9LFdsnJqlGjRvHuh+RM1K9fP63H1kRUVBSrVq2qU4SOlL2hbNmyWmdv0MXu0aNHy/dCdVP106dPLFSoEM3NzbUW25KaU6lSpQhoV3pLtdSWNpvDmtBmcbBp0yYCYO/eveO1lyIn69atq9f4Et++fZMjpbSJ5NPX4U9CG7vjkhLCDxm70a1t6S3VUlvt2rXTa7Gmj+2qSM6i+qbDViW5qWcFGZuYmBj5O1GfUluenp60srLimDFjSCb8GZaEnyZNmnDt2rWcP38+165dy3v37iXYt9TGyclJpzmplt5KLALa3d1d3gjRZ1NFW9vnzZtHAFy1ahW/fv3KHTt2cMGCBVy3bh29vLw09q2v7VLpraxZszIoKEhnmwQCbUllhx6h6QhdRyBIEVQdQrTJUEMap6ajz4b9sGHDCICVKlXSeg7GpumQ5OTJk3VyyFIttbVs2TKtxzE2TYf8L2BH29JbUqkte3t7vnnzRutxjE3XUSqV7Nixo9aBR6qltrTZHNaEsWg6kpMJoF3pLX0d/lQxFl0nKipKdiTTpvSWaqktfcryGZOmExoaKkpvCRKlR48eBPQvtWVsuo6qE2Zi2d0CAwNpb2+vt95pjJrOgwcP5O/tu3fv6myTQKAtxurQEw5gqaH6E4cQfgQCUj17Q3IjLEjy7t27xP+zR0iklvevriV1VEttBQQEJHt8TbYnxIoVKwiA3bp1S/a4ZGzKWm1Lb6mW2ho5cqRBxtdk+8KFCwmAS5cujXe9tPnYqlWrZI+turBPqvSWavYGbUptJYUmuyVHE03RZStXrtQ7qkYTN27c0Dpl7eDBgwnoX2pL28VBz549CYC7du2K10dUVBRtbGxoZmam5kylz+JAtfRWYundQ0JC5Cg6fUptaWt3XLS5Tt9FkWokX0Lp8EnyyJEjBPQvtaWv7aq0bNmSAHjo0CG11/W1XYpYyZcvn0E2DQQZBykDmZOTk86ltqToIVWRNCnhR9NRv359+vj4xOtf3/c7+V/68ylTpiR4jVSeS/qs6oIutkuR0PPnz5cdC6VDoVDQzc0t3u+LvrYrlUrZ6Xr9+vU62yUQaEsqO/QITUfoOgKBwVEttTVhwoRk95eWmo6uATuqpbYS24TTlrTUdMLCwli6dGkC2pXekkpt1a5dW6uAtqRIS03n27dvWpfe8vX11bnUVlKkpa6jqmMmVXpLys6tb6ktY9N0VEtvJeUsImWF0rfUlrHpOqqltxIroeXj45OsUlvGqOmolt7SJ+BOkHF59+4dTU1NaWpqqldJR2PVdRYtWiQ7DyWEVJ6rTp06OvVNGq+mQ5IjR47U2nlRINAXQ2o6JjAcrwHYG7A/gUAgwLBhwxAUFIQOHTqga9euye7v6NGjAIDy5cvLr+3evRtKpRJ9+vRBYGAgdu7ciZ9//hnr16/H8+fPNfbj7e0NhUKBQoUKaT12rly58PvvvwMAJkyYgHfv3iV47fv37zF9+nQAwPr165EtWzatx0kITbYnxIYNGwAAgwcPjndOH9udnJzw66+/AgBGjBiB0NDQBK/dvHkz7t+/j6JFi+Lnn3/WeozE0GS7s7MzAODkyZNQKpVq1x87dgwA0LhxY7XX9bG9TJkymDNnDgBg9OjRkoCvkVmzZoEkJk+eDBcXF63HSAhNdn/48AEAUKRIkXjXS6+dPXtW7XV97AaAatWqYfz48VAqlfLfQBMfP37Eli1bYGJigs2bN8PU1FSncaKjo/HDDz+gYMGCWLBgQaLXPn36FABQokSJeOfMzMxQuHBhREdH4+XLlzrNIS5NmzZFnz59EBkZid9++y3B63bv3o3Pnz+jSpUqGDJkiE5j6GJ3atKlSxc0adIEwcHB2LJlS4LXrV69GgDw448/Ik+ePDqNYQjbfXx8cPbsWdjY2KBu3bp69RGXIUOGoHTp0nj//j0OHz5skD4FGQPp93/YsGGwtLTUqe3cuXPh4eGBrVu3wtraOtFrbWxsMGPGDLi7uyMgIAABAQG4ePEiGjRogAsXLqBRo0YICQlRa5M/f348fvw43ne/NowePRoAsHHjRkRERMQ7HxAQgF27dgGItV1XdLH906dPAICZM2eiSpUqePDgAYKCgnD27FkULVoUv//+O+bNm6fWRl/bFQoFhg8fDiD23ib22y4QpCOEpiMQCAzOggUL4OnpiZIlS2Lu3LnJ7i8tNR0zMzNs2bIFFhYW2LhxI86dO5fgtTExMfL6bsaMGVrpMEmRlpqOlZUVtm7dChMTEyxZsgSPHj1K8Npbt25h586dsLa2ltf5ySUtNR17e3ts3LgRADB79mx8+fIlwWuXL1+OgIAANGvWDP369dN6jMRIS10nV65cWLVqFYDY5/KoqCiN1ymVSixatAhA7N8gZ86cWo8BGKem4+TkJM9Fsk0THh4euHTpErJmzSrrnrpgjLqOs7Mzxo0bBwBYuXJlgtetX78eMTEx6Nq1K2rWrKnTGMaq6VSvXh3du3eHUqnEunXrDNKnIGOwYcMGxMTEoH379nByctK5vbHqOgMHDoS1tTVOnz6NZ8+exTtPUtazJA1EF4xV0wEANzc3AMDOnTvx7ds3ndsLBKmOIbyC/i9gTgXwDkBWQ/UpDhHJJcjcPHz4UM7yoG2prbgsXryYs2bN4pgxY1i7dm0CYPny5dWiRVLb+1cab/r06QleM2fOHAJg27Ztde5fQhvbNXHt2jXi/+lSNZGcaHZXV9dEI5WUSiXLlSuXYLSNtmhju1KpZIcOHQiAZcqU4ahRozhhwgQ2aNCA5ubmHDlypMHue2RkJPPly0cAPHfunMZrHj9+TAC0sbHROyOTNnbnzZuXADSWPZEiuSwtLdVeT8773c/Pj5aWllQoFHz+/LnGa+bPn08AbNOmjc79k+SMGTPipW9PyNu/ePHiBJBgqs6aNWsSgFpfkZGRfPz4cYLzT4gHDx7I32GBgYHxziuVSlaqVIkAuH37dp36JnWzOy7aXKev3SR59OhRAmCRIkU0RmR6eXkRAK2srBLN4pMQybGdjK3zXqtWLQLgokWL4p1Pju1SNGyDBg10bivImLx69YoKhYIWFhY6R6v++++/NDU1jRcJrWv0YlRUFKtVq0YAXL58uU5zSAylUsmKFSsSAHfu3Bnv/LJly5KM9koIXW2XnjEKFCgQL9373bt3aWJiQjs7O0ZEROg8F02Eh4fLEcvalg8RCHQllTP0CE1H6DoCgUEJCQmRs5VcunRJrz6MUdOR9JoWLVokeM2xY8cIgIULF9Y7c6exaTokOWTIEAKgm5tbgtf07duXADh+/Hid+5cwNk2H/C8TyOLFizWeDwsLk58Nr1+/rnP/Esam6yiVSrl0cEKZaqRSvAULFtQr47KxajohISHMli0bAfDWrVsar5FKso0ePVqnviWMVdd5/fo1TUxMaG5urjGjckREBHPlykUAvHz5sk59k8at6Vy9epUA6OjoqHN2XUHGRBtdPzGMXdeRsiqPHTs23rlLly4RAHPnzq2zlmLsmg5JNmzYkAC4YsUKg/UpEKhirCW3TADsBXALQAMA9obqWxxC+BFkTqQa6IkJBUmRO3duNTGnefPm8ZyDqlevTgA0NTVls2bN+ODBAwYFBfHs2bMsVqwYAXDWrFlqbZKzMEjqQUj1IfHs2bM69y+hje2akMSXhESK5Ni+bds2AmDlypU1psK+fPkyATBXrlzJejjT1nalUsnZs2fT1NRU7fpGjRppFGD+x95ZR0d1dVF8T5wECBQLGhwCBHd3Ci1StEhxghZ3irZIgSItUJwCBVoKheLuDsGCu0OAkAAhNpnZ3x/53mUmM0lGXjKT5P3Weqtl5L57MvbuvufsY03skyZNIgC2bt3a6P1SD/RevXqZPbaEKXFLYkObNm30hJa3b98yX7584rm6F87WxE2SXbp0IWDcmjs6OlrYRVvSa9zcxUFC4o/UQsUaAU4XyXp54cKFBvedOXOGAJgpUyaGh4ebNa61i8HE6LWuS3R0NL29vQmAu3fvNrh/2LBhBMCuXbuaPba1sUdHR7NNmzYEwHbt2sluyx8SEiJ6UN+4cUPWsRWSJ6NHjyYAdurUyaznqdVqFi5cmD4+PgZCoiWf4WXLlhEAW7ZsadY8EmLp0qUEwKpVq+rdrtFoxHfuli1bzBrTktgbNmxIIG6r+wIFChCQtz+6pa+tgoKpJHFCj6LpKLqOgoKsrFy5kgBYsWJFi8ewR03HlKKVxo0bx7nRbCr2qOnoFq28f//e4P63b9/Szc2NACzWD0j71HSkJK24ilbWrl1LACxTpoxVa0x71HWkopW6desavV83qc5c7F3TGTJkCAGwe/fuBvcFBwfT3d2dAHjr1i2zx7Z3XadFixYEwJ9++sngvg0bNhAAfX19zX6/27umo9VqWapUKQLGi1YUUh///PMPAbBo0aJmv9+Sg64jtanMkCEDP336pHfft99+SyD+wnRjJBdNZ9OmTRa/tgoKpmCvCT2a/x9anf83dkTLdc7UeijCj0Jq4MOHD6JXcUBAgNXjvXr1iv/++y8LFy7M7Nmz09/fX9yX1Nm/Wq2WJUqUIAD+9ddfBvdLFxJFihSR5UIivthjExISQnd3d7q4uPDNmzdWnzs24eHh/OKLLwiAZ86cMbi/ffv2BMBx48bJcr74Yg8PD2ebNm2YNm1aLl68mC9fvuT79++5a9cuFixYkM7OzgY9mK1Bt9fu8+fP9e4LDQ2lp6cnAfDSpUtWnyu+uF++fCkSLUqUKMFBgwaxV69ezJo1KwsUKCDECDmz3c+ePUsA/OKLLww+Y//99x8BsGDBgkZFsfiwZHFQvnx5AuCFCxeMjlm8eHFZEzH++usvAmDx4sUNPs+dO3cmAI4cOdKsMeVYDCa28EOS06dPJwA2bdpU7/awsDBRqRtXlVtcWBt7dHS0WIy2bduWarXarPObilS5+v333yfK+ArJB2tcXIKDg/XE/PgOUypCt27dSgBs1KiRhdEYJzQ0lOnTpzf4DTtw4IC4vjL3s2ZJ7FL/8+HDhxsdU/r+l0vcJ/XdlxLjuklBIYkTehRNR9F1FBRkRfrt/eOPP6wey540HTL+opV79+5RpVLR1dVVlusDe9J0yPiLVmbPni2SUOTAnjQd3aKVXbt2GdwvJZbJtca2J11Hel8Z00oePXoknFwCAwPNGjc5aDp37twhEOMu/O7dO7375s+fLxLIzCU56Dr79u0jAObOndtgPSe5R/3+++9mjZlcNJ24ilYUUid16tQhYJmLS3LRdSTnH92uCoGBgXR2dqaDgwOfPHli1njJRdOx1n1JQSEh7DWh5wiAw6Yccp0ztR6K8KOQGli0aBEBsGbNmrKO++jRI7q4uLB48eLiNltk/8YXn2T1N3/+fNnORxqPPTYLFiwgAH777beynluXESNGEAA7d+6sd/urV6/EReLjx49lPaex2KWForG/8+XLlwlYZsMcH61btyYATpo0Se92Kbu+SpUqsp4vrtf89evXHDhwIPPly0dnZ2dmzZqV3bt3FxuTnp6ess5Dq9WyXLlyRsXcRo0aEQB/+eUXs8e1ZHHQsWNHAsZbuqnVarq7u9PJyUk2W93IyEhRYXf06FFx+5s3b0RV5/37980aU47FYFIk9AQGBtLFxYUqlYoPHz4Ut//xxx8EwAoVKpg9pjWxq9VqUcXVoUMHi6zATUX6DkmfPr1BdYtC6uLgwYMEjCf1JURYWBh79Ohh9JDa9VWvXp09evQwmiAcG8lNpm/fvpaGEyeSq6Ju9fuoUaMIgKNHjzZ7PEtil4QtYxtIERERInHWmGW8NUjXbZs3b5Z1XAUFMskTehRNR9F1FBRk49y5cwSMF3VYg71oOvEVrcSleViLvWg6cRWtaDQa8bfetm2brOe0F01HKlr5+uuv9W6X3A08PT0ZGhoq6zntRdfx8/MjYFi0MnbsWLHGNpfkoOmQn79j5syZI27TarUsUqSIxeuA5KDr6Dqu6ibHSU5d6dKlM9pePj6Si6ajW7Ry5cqVRDuPgv0jvWddXFwYEhJi9vOTi66zYsUKg9+3jRs3ErCshXpy0nSk67YxY8bIOq6CAmmnCT3KoQg/Cgpyoetgs2HDBtnHL126NAGIaiVbZP/G5UB08+ZNAqC7uzuDg4NlO59E7NhjI1mKHj58WPZzS8RVrSYJI82bN0+U88aOXUowuXr1qtHHS05Cb9++lW0Ohw4dIgDmyJFDb+EpVXKtWbNGtnNJJPSaG5tf/fr1ZZ+HtDCoUaOGuO3NmzcEYnq7BwUFmT2mJYsDaR7GxFVp413uRMJx48YRAP38/MRt69atS9JFUWySIqGHJNu2bUsA/O2338Rt3333HQHLKlssjT0yMpLNmzcXr725blCWIH2f6iZyKaQ+Zs6cScC69qHGiOszfObMGaOVuAcPHqSrqysB8OTJk3r3WdtWkfxsua4r/tSrV89A/JWDuGKPjIxk/vz5qVKpuG/fPr37pO/hWrVq6d0uR+xjxowhAI4dO9biMRQU4iIpE3qUQ9F1FBTkRGr7FJfOYg32oOnoFq2sXr1a3B4eHs5MmTIRMO5KbC32oOnoFq0cOXJE3C65eeTJkydRNtrtQdPRLVrRLUTr379/vIkX1mIPus6lS5eI/xetREVFidvz5s1LADx27JjZYyYXTWfLli0EwHLlyonbbt26RQDMmjWrRS4xyUXX+fnnnwnot0ufN2+exUmLyUnT6d69u0Eil0LqQ/pesaZ9aFzYk65z9+5dAmD27NnFbSNHjiQAjh8/3qIx48LeNB2pW0bDhg0tHkNBIS6UhJ5UfijCj0JKR8r0z5Ili6yWyBJZs2YlAGGVaqvs3759+xLQby8l2RN36dJF1nNJxI5dlzNnzhAACxcunCjn1qV+/foE9FuONWjQgAD4zz//JMo5Y8cuJY0dPHjQ4LERERF0cnIiALOrTeJDq9UyZ86cBD7b/0ZERNDZ2ZkqlUrWc0nE95rHRmp5tmrVKtnn8e7dOwIxNsWS2LFnzx6xWJebuBYH79+/Z+bMmeni4qLX7ik8PFz0Wo+dSGjt4uDo0aMEQN3f7qFDhxIAp0yZYtGYcSGnNbMci6LffvvNQPwpVqwYAfDs2bMWj2uMuGKKiIhgkyZNCIA9evQwSfiRI/ZevXop4o+CSGrTtS2Wg7je77Vq1WLmzJnZunVrDh48mIMHDxYOMgD4448/Goz18OFDAtZVMEtW9F5eXiRjfu+k1npPnz61eFxjxPf9dfz4caZJk4aOjo5s3bo1hw0bJtpCZMmShbdv39Z7vByxS+KP3JbXCgqkktCTkg9F11FIyUguGQB49+5d2ce3F01n+fLlBuc9fPgwgZg2SHK0UI+NvWg6khOjbssxyTXAEndGU7AHTYckmzVrZlCQ9f/f60Qr5rAXXSd//vwEPjuWSEVaHh4esidx2ZOm8+HDB6pUKjo7OwvnH6lIKzGKEu1J1zl16hQB0NfXV9wmFWkZa7tnDfam6SxevJgA2LFjR4vHUEj+SEltieF0bE+6jlarFddLz58/J5n0RVqkbTQdaYxMmTIlyrWbQupGTk3HCQoKCgp2xoULFwAAtWrVgouLi9nPv3XrFjJkyAAvLy+927VaLcaPH4/Xr1+jatWqyJgxIwCgcePGyJ8/P/bu3Yv9+/ejQYMG4jk//vgj3r9/j1q1aumNp1arcf/+fTg7O6NAgQKWhIn69evj999/F/ECn2OvXr26RWOaG7suS5cuBQD4+fnFew45Yq9WrRoOHDiACxcuoF27diAJf39/AEDFihUtGtPc2GvUqIFr165h2rRpqFatGlxdXcVzJk2ahOjoaFSoUAHp0qUTt1sbu0qlQoUKFfD8+XP4+/vDx8cHAQEBUKvVKFKkiN65EiturVaLsLAwpE2bVu/xy5cvx4YNG1C6dGl07NhR7z45XvOMGTOiQIECuH//Pm7cuIGSJUuK17xcuXIWjWkJ6dOnx7Jly9C6dWvUrl0b3377Lb744gts27YNt2/fRuvWrdGuXTu95zx//hw+Pj7w9vbGo0ePzD5nmTJloFKpEBAQgMjISLi6uorPelLGPmPGDNy6dQsAcPnyZQDAqlWrcOLECQAx3zs9e/YUj7c2buBzfNJr/enTJ9y6dQtOTk4oWbKkhZGYR58+fbBr1y5kzpwZOXPmxJQpUwweU7t2bdSuXVv8W67Yly1bJmJXSJ0k9ffcd999hy1btuD8+fPYvXs31Go1smXLhrZt22LAgAGoUaNGopy3QIECSJ8+PV69eoUXL14gIiICwcHByJo1K3LmzJko5zRG9erVceHCBUyePBmHDx9GSEgIsmXLBj8/P4wfPx65cuWS/Zzly5cHEPNak4RKpZL9HAoKCgoKCsmJW7duISwsDPny5UPBggUten5y0XSAGB1HugbQ1XQsuSZITpoOAD09KzVoOgBQoUIFbNu2Df7+/vjuu+8QGRmJgIAAqFQqlClTxqIxk4uuU758eTx48AD+/v56mk7p0qXh6Oho0ZjmYgtNJ126dChcuDBu376NgIAAlC9f3iaaDpD0uk6pUqXg4OCAGzduIDw8HGnSpEnyNa4tNR0AiqaTyrGFdm0LXUelUqFs2bI4fPgw/P39kT17dly8eBFA0sZuC03H29sbmTJlQlBQEJ48eQJvb2/Zz6GgIAeyJvSoVCpnAM0BVASQEYCxKzmS7CHneRUUFFIW1i6K9uzZgxEjRqBmzZooUKAAMmXKhMDAQBw9ehQPHjyAl5cXli1bJh7v4uKC1atXo2HDhmjcuDG++eYbeHt74/z58zh27BiyZMkihBEJORcGuuKPtReJ5sYu8eHDB/z9999wcXFBly5d4j1HYiyKHj9+jHfv3iFz5szInTu3RWOaG/u4ceOwfft2HDx4EEWLFsWXX36JNGnS4OTJkzh37hzSpEmD+fPnyx57+fLlsXXrVvj7+6NTp07ibyBtCCZ23GFhYciWLRsaNGggxNXjx4/j3LlzKFCgALZs2QJnZ2fZ4wZiXvf79+8L8cdWAkiLFi1w9OhRTJ06FZs3b0ZERAQKFiyIOXPmYODAgbJvxsYWf8qWLYtLly4BSNrY9+zZg6NHj+rddurUKZw6dUr8W1f4kYPY4s/ly5eh1Wrh6+sLNzc3Wc8VFw8fPgQAvH371qjwI6Er/siB7ia/QuokJCQE9+/fh6urK4oVKybr2JMmTcKkSZMMbu/Rowd69DBvqZU3b17JLcJiHBwcUK5cOSH+REREAIj5HMj9nRpX7BLFihXD33//bdJYcsSeJ08eZMqUCW/fvsXTp0+RJ08eq8ZTULAliqajoKAgB6lF09G9BpA2gFKbpnPx4kVxLZXUsdtS09GN99q1a1Cr1ShatKhFRVqWxG4rXadcuXLYuHEj/P390a1bt1Sj6QAxMd6+fRv+/v4oX768TTb5gaTXddzd3VGsWDFcu3YNV65cga+vL27dugVHR8ckK9Kylabj6+sLZ2dn3L59Gx8/frT4862QvEnMz7q96Tq6mk7x4sURHByMbNmyyV6kZW+ajkqlQrly5bBv3z74+/srCT0K9oscNj///8DkAHAdgAaANp5DI9c5U+sBxZpZIYVTuXJlAjDolWkqAQEB7NevH0uVKsVMmTLR0dGR6dOnZ/ny5Tlx4kQGBQUZfd7169fZtm1bZsmShc7OzsyVKxf9/PyMtoqQw85Pq9WK3uqPHj1iSEgIAdDFxcXiVmOWxr5o0SIC4LfffpvgOeSI/fnz5wRAT09ParVa0a7CmEW2qVgS++vXrzls2DAWLVqUrq6udHZ2Zp48edi1a1fevHnT4PFyxL57924CYI0aNUiSPXv2tKotj7lxR0VFsXv37ixcuDDd3d3p7u5OX19fTp48mR8/fjR6DjniJj/blPbr148kmSdPHgLg9evXrRo3OdChQwcC4OLFi0Wv9Zw5c9p6WkmCr68vAfD06dOcP38+AbB79+62nlaik9jt9BTsn8TstW6PDB8+nAA4ceJE0XJB7l7r9krDhg0JgP/++6+tp6KQwkjKlluKpqPoOgoKcjFgwAAC4PTp0y16fnLRdMjP1wCbN28mSRYqVIgAePHiRYvGSy6aDkl6eXmJtmrSmFmyZLG4XUVy0XRev36t12ZKjrY8yUXXOXDgAAGwUqVKJMlvvvnGoP1YSmXOnDkEwF69elGj0TBdunQEwFevXtl6aolO165dCYALFizgiRMnCIClSpWy9bSSBKmd3rFjx2w9FQUbEBwcTAB0dXVlVFSUraeT6Pz1118EwK+//pr//PMPAbBJkya2nlaSMGbMGALg2LFjbT0VhRSGvbbc+gWAD4ANAJYBeAogWsbxFRQUUgHR0dG4cuUKAKBs2bIWjVGiRAksXLjQ7OfZOvv3iy++AACULFnSolZjgOWx9+3bF3379jXpsXLEniNHDnh5eeHVq1fCsQWwLtvdktizZMmC2bNnY/bs2SY9Xq5sdyCmkk2j0Vgdu7lxOzs7Y8WKFWadQ464AX1nJqmK0cPDA0WKFLF6bHunXLlyWL9+Pfz9/UVVj6WuTMmNcuXKISAgAP7+/jaxa7UVrq6u8PX1xcWLF3HlyhWLWykqJF+ePHkCAKniOw4AChcuDCAmbgcHBwBINW41Upxv37618UwUFKxC0XQUFBRkIanXuBJJrekA0NN06tWrh7t378LFxQXFixe3aLzkoukAMevZHTt2wN/fH05OMVsM5cqVs9gdJbloOlmyZEHu3Lnx9OlT4dgCJK2eZStdR9Jpr1y5gujoaJu51NgCXT3r7t27+PjxI3LlyoVs2bLZeGaJT7ly5fDHH3/A398fWq1W3JYaKFeuHC5evIiLFy8mWvtqBfvl6dOnAID8+fMbuJ6lRHQ1nTdv3gBQNB0FBXvCQcaxGgI4RrIjySMk75N8bOyQ8ZwKCgopjJs3byI8PBx58+ZFpkyZbD2dREfXqtfa1kvJDd3FsC3aD9kKSfz59OkT7t69i2vXrgGAxb3WkxNSjAEBAbh79y4AwMfHJ8l6rdsSX19fAMCdO3fEglCyxk7pFCpUCEDMQjgoKAgAEqXnsT0ixSnFrZC6kNpOubu723gmSYMUZ0REBMLDwwEgyVrr2RopTiluBYVkiqLpKCgoWE10dDQuX74MwPIireSErqYj6RrWFGklJ1KrpgN8jvPSpUupStPJmDEj8ubNi4iICNy4cQNPnjyBo6NjqihgKFGiBIAYTefZs2cAFE0nNaBoOqmb1KzpSLGnNk1HiltBwR6RM6HHDcBZGcdTUFBIhdy7dw8ALK5mSm5Icd69exfPnz8HABQoUMCWU0oypIXv8+fPxcIoR44ctpxSkiHFGRgYCLVaDScnp1TRizljxowAYvq9h4aGAkCqiBsA0qZNCyBmsze1LQjTpEkDQH+TX7otpaNs8qduUltSi/S51v2ec3V1teWUkgzls66QQlA0HQUFBat5+fIlwsPD4eXllSqKtBRNJ3VrOu/evcPHjx8BQLhup3SkOKXX3N3dPVUUaelqOtI1v6LppHyUdV7qJjW/31ObpqOrZyko2CtyJvRcA+At43gKCgqpEOlHM7Vt8utmPisLwpSPFOf79+/1/p3SUalUYnEgiV6pJXbl/a6/IEwtCQ5KhUfqRrK0t7TtQHJDarOl1WrF/8vRziE5IFnPp4bNDIUUjaLpKCgoWE1YWBiA1KfppPbCDSn21LbGTc3r+w8fPuj9O6Xj7OwMBwcHaDQafPr0CUDqiV3RdBRNJ7WiaDqKpqOgYE/ImdAzC0AzlUpVTMYxFRQUUhmpTQTQXRiktkWRMfEntWR9x05qSS1xAxDW49JrnloulKVey2q1OtUshiSkhS9J8XprNBpbTinJUBaEqRvpuz4yMtLGM0kadDczUpvwmdqu4RRSLIqmo6CgYDWp7TfRmKaTmvWs1KJt6CY4REVFAUCqaLMGfI5TuvZ3cnKy5XSSDJVKJXSd6OhoG88maVE0HUXTSa2kVl0jNWo6qc1hWyF5IucV12sA2wGcUqlU8wH4Awgx9kCSx2Q8r4KCQgpCWhSllgtlaeGbGjf5JVLjglB6n0sXiZIAlBqQYpWqFlPLRreusK2bzJYaMLbJn1osTJUFYeomNb/fJaFfql5N6UhuBKllA08hxaJoOgoKClajaDqpj9Ss6Tg5OYnr3tSi60hxenh4AEg9mg5JEauu23pqQNF0FE0ntZKa3+9S7KlN01E+6wr2jJwOPUcAtAaQHsB4AFsAHI7jUFBQUDBKasv+1c18Ts2b/KktdilOT09PAKlnYUDSIPbU8pqnZgHEWDJTalsQKpv8qZNs2bIBAB4/fmzjmcSPVqvFvHnzUKRIEaRLlw6VKlXCgQMHjD72+vXrcHV1xcKFCw3uk+LMmjUr8ubNCwC4detWos1bDuSKXYpTiltBIZlyBIqmo6CgYCWpzaHQmKaT2tZ5qVHTUZwpU5+epetCJSUzpbbYFU1HIbUhaTpPnjwRbk32iKLpKJqOQupAzoSeKf8/Jv//mBLPoaCgoGCU1LoQ1s18Ti0LQt2sb2lhFBoaasspJRnSwjd9+vRwdHSEWq1OFYthqce6m5sbvvjiCwDAq1evbDmlBJFrYRAYGAggRvTy8vICADx8+DDxJi4DcsUuxenl5YV8+fIBAG7evJl4E5cBuWK/ceMGAIi4FVIXZcuWBQD4+/vbtfizYMECDBkyBN7e3vDz88PLly/RuHFjXLlyRe9xGo0G3bt3R+XKldGvXz+Dcfz9/QEA5cqVQ7ly5fRus1fkiD06OhqXL18G8Pk1V1BIpiiajoKCgtWktsQOY+0pUqOmI8We2jQdNzc34dYSHBxsyyklGSEhIQCAjBkzwsXFBWFhYULrsUcSQ9ORNvkVTcd+UTQdBTnw8vJC9uzZ8eHDB9y7d8/W04mTxNR0Ll26ZNfue3LFfuHCBQAQcSso2COyJfSQnERysimHXOdUUFBIeUib/C9evLDxTOJHroXBy5cvAcQshLNnzw4AuH//fuJNXAbkiv3BgwcAgOzZs6NAgQIAPi+U7BU5Yo+OjhZZ3wUKFECxYsUAwOBC056Q6zWXNjyLFy8OHx8fuLi44O7du3Yt/si9KCpTpkyq2ugG9BdFqSn2oKAgPH78GO7u7ihatGhSTl/BTsiePbsQf+z5t/33339HnTp1sG/fPvzyyy84evQotFotlixZove4OXPmICAgAMuXL4dKpTIYJzmKP3LEfuPGDURERCB//vzImDFjUk5fQUFWFE1HQUFBDqTfwsDAQLu+BkhMTUfSOuwVRdOxPvbr168DSD6aDiBP7NK6xsXFBUWKFIGvry+AmGt+eyUxNB0fHx+kSZMGDx8+xLt375IkDktQNB15ExwUUifJ4T0vl6aj+1nPnDkz8uTJg7CwMNy+fTtJ4rAEOWKPjo4W3w1KkZaCXUNSOZLZAcC/bNmyVFBIibx584YA6O7uzujoaFtPJ07mz59PAGzQoAGHDh3K3Llz08nJiZcvX9Z7XHR0NCtWrMiaNWtSq9UajNOtWzcC4G+//caDBw8SACtWrJhUYViEXLFnz56dAHj79m3OnTuXANizZ8+kCsMi5Ig9ICCAAJg3b16Sn98Dv/76a5LFYS5yvea//PILAbB3794kyXLlyhEAjxw5kiRxWELRokVZp04d8e8HDx7QwcGBffv21XvczJkzmSZNGt65c8foOA0bNiQAbt68mWq1mmnSpCEABgUFJer8rUGO2CMiIujs7EyVSsUPHz7wxo0bBMBcuXIl+vytQY7Y9+7dSwCsWrVqos9XwX75+uuvCYAbNmwgST58+JAA2KVLFz58+JDt2rVjpkyZ6OrqynLlynH79u16zw8JCeHMmTNZp04d5syZk87OzsycOTObNm3K06dPGz0nANaqVYtv3rxhr1696OXlRRcXFxYrVowrV640eHyaNGk4atQovduyZs3KJk2aiH/fuXOHadKk4ezZs42e8/nz5wRAT09P8f3v7e1NALx+/XqKjn3lypUEwDZt2hi9X0HBGsqWLUsA/rQDHUI5FF1HQcFUpGuAa9eu2XoqcSLXGnfBggUEwK5duzI4OJgA6OrqyqioqKQKxWzkir1p06YEwPXr1/PYsWMEwDJlyiRVGBYhR+y66/m3b99y4cKF4hrXnpEj9iNHjhAAy5cvT5L08/MjAP7yyy9JFoe5yKXpjBkzhgA4duxYkmTlypUJgPv370+8yVuJXLH//3qUR48eZXR0ND08PAiAgYGBiTp/a5Aj9rdv3yaLPQqFxGXixIkEwGHDhpFMuboGSXp5eREA7969S5Js2bIlAXDNmjUpOvYrV64QAPPlyxfn30ZBwVLk1HQSQ5RwBvAlgCEAxuvc7gYgKwAHuc+Z2g5F+FFI6eTJk8fuxR+5FkW+vr4EwFOnTiUb8UeO2F+8eEEATJcuHTUaDY8fP54sxB85Yv/jjz8IgK1atSL5WQDs3Llz4k7eCuR6v3fo0IEAuHTpUpKG4k9KXRhotVp+8cUXBMBHjx6RNBR/UmrsFy5cIAAWKVKEZIw4mDZtWj3xJ6XGPm3aNALgwIEDjd6vkDqYNGkSAXD48OEkP7/fa9euzSxZsrBSpUocPHgwO3fuTFdXVzo4OPDQoUPi+adPn6azszPr1atHPz8/jho1iu3bt6eHhwednJy4e/dug3MCYKlSpVi4cGGWKFGCAwYMYM+ePZkhQwYC4B9//KH3+CJFirB+/fri348ePdL7jtdqtaxRowYrVapEjUZjNM5t27YRgN5vRVziT0qLvX///gTAn3/+2ej9CgrWYIuEHkXTUXQdBQVrka4BVq9ebeupxIlca9yuXbuKIi2SLFCgAAHw0qVLiTZ3a5Er9hw5cogirY8fP1KlUtHZ2ZkRERGJOn9rkCN2qUjL29ubJHnmzBkCYPHixRN17tYiR+yxi7SWLFlCAOzQoQPJlLu2J/WLtMjPa4AZM2ak6NhjF2mRZI0aNQiAu3btStGxS0Va1apVM3q/Qupg+/btQscgU66uYaxIa+rUqQTAQYMGpejYlSIthcTEbhN6/i/6PAegAaAFoNG5r/L/b28v5zlT46EIPwopnW+++UZP/EmpC4OwsDA6OjrSwcGBnz59IkkWLFiQAESFTEqNXboYrlWrFknqiT/h4eEpOvbvv/+eADh9+nSSMRe3uuJPSo2bJAsXLkwA9Pf3Jxm3+JPSFgZSXJkyZRKLogEDBhgVf1Ja7LFfYzJu8Selxd6qVSu738hQSHyk3ztJBJTe7wA4adIkvcfu2bOHANi4cWNxW0hICN+8eWMw7tOnT5k9e3YWLVrU4D5p/B49euhVEl6/fp2Ojo708fHRe7zkkvfll19y2LBh9Pb2pqOjIy9evEiS/PXXX+ni4iKcdowxduxYAuCIESPEbZL407179xQbu1arZYkSJQiABw4ciPPvo6BgKUmd0KNoOoquo6AgB9I1gJTYnpLXuLpFWiTZrl07AuDy5ctTdOwvX77UK9IiSR8fHwLg+fPnU3TssYu0dLW90NDQFB17+/bt9Yq0YhfwpNS1vVarZaZMmfSKtFatWqW3AZxSY4/9GpPk4MGDCYBTpkxJ0bErRVoKpH5RcmRkZIrUNUhy8+bNBMC6desaxFOqVClqtdoUG3uXLl30NHoFBTmxy4QeAOUBRAB4BmAggD91xZ//P+YegI1ynTO1Horwo5DS+emnn4yKPyltYSAlcpQoUULcJok/K1asSNGxS44Fkl0l+Vn8OXfuXIqOvUqVKgTAffv2kTQUf1Jq3O/fvycAuri4MDIykiTp7+9PACxUqBDJlLnZS5L//PMPAbBhw4biNkn8adasWYqOXapYnTNnjrhtyJAhehv/KTH2qKgoZs2alYB9u80pJD7BwcHCkv/27dvi/e7t7W3UtjtPnjzMlCmTSWNLCaKPHz/Wux2IsQV///69wXNq1qxJAKK6kiQ1Gg1nzZrFggUL0sPDg+XLl+eePXtIxnw+06ZNy59++okkuWjRInp7e9PBwYFFixbl1q1bqVarmStXLgL6lvO3bt0ScwkODk6RsZ84cYIAmDVrVruuRldIviRlQo+i6Si6joKCXEjX8LETmlPaGtdYkdbMmTMJQIyTUmPfsWOHiEuiU6dOBMDff/89RccuFedMmzZN3FayZEkC4MmTJ1N07LGLtCIiIuji4kKVSsWQkJAUubYnjRdpXb16lUBMO3GNRpNiY//tt98IgB07dhS3/fnnnwQ+u7Om1NgbNGhAQCnSUvicvLthw4YUqWuQn9vF6ya1hIeHi2TGM2fOpMjY3717Rzc3NwKI05FQQcEa7DWh5z8A7wB4/f/fE42IPxsA3JbrnKn1UIQfhZSOdLFfuXJlkil3YfDrr78SiOm1LiGJPym5mp38bFW7fv16cdt3331H4LNzTUqM/d27d3R1dSUQ02tdQupH/ffff6fIuEly3bp1ep9rkoyMjGTGjBkJxFTxpcSFAfnZdWzq1Kli3KdPn9LR0ZFOTk588eJFiow9JCRE9FbXfW+cOnWKAJg5c2ZGRESkyNg3btxIACxWrJgQ/BRSLz169CAADhkyRLzfmzdvbvSx1apVo4ODg95tJ06cYJs2bZgrVy66uLiI73DpkCrCJSRx3xgdO3YkAD558sSkudevX59lypShWq3mli1bxAbVgQMH2Lp1azo6OorfiMKFCxuI//Xq1SMAzp8/P0XG3rhxYwLg2LFjTRpTQcFckjihR9F0kvBQdB2FlMybN2/E9XdUVFSKXeOePHmSAOjr6ytuO3jwoN71SEqNXXJn1C3SmjdvHgGwdevWKTZ2rVbLYsWKEfhcpEV+bic+cuTIFBv7zZs3xedaKtIiP6+nlyxZkiLX9uRn17GWLVuKcaOjo5k7d24C4N69e1Nk7FqtlqVLlyYArl27Voz77t07UbRy69atFBn73bt3CYBubm4MCgoyae4KKZdFixYRAGvUqJEidY1du3ZRpVLRxcWFr1+/1nv+yJEjCYCdO3dOkbEPHz6cgH4RroKCnNhrQs9bACt1/m1M/JkJ4INc50ythyL8KKR0goODRWbsvXv3UuTCgCQrVqxIAFy1apUY99q1awTAtGnT8v379yky9ocPH4qLxMDAQDGuVOGVL18+RkdHp8jY58yZQwBs0KCB3rmkipfatWunyLjJmIt6SeTRZejQoQRikthS4sJg3759dHBwEIk7ukiJPlOmTEmRsY8ePVq8r3XRFYX+/PPPFBl7+fLlCYALFiwwaUyFlI3kRpYhQwbeuHGDQIz9vjFq1apFAOLf//77Lx0cHOju7s7mzZtz6NChHD9+PCdOnCgee/jwYb0xgM8tLWMjWQk/fPgwwXkvXbqUTk5OvHTpEkmyatWqLFiwoEhSCw0NZfr06Zk9e3YC4Ny5cw3GkGybixQpwgcPHqSo2NOlS0eVSkUHBwdhva+gIDdJnNCjaDpJeCi6jkJKR2pJuXHjxhS7xu3bty8BcMCAAWLcsLCwFF+0EhUVxRw5chAADx48KMZNDUUrx44dIxDjzqib1CI5cGfOnJnh4eEpMvaBAwcSAP38/PTOJRVvlSxZUlzvp6S1/cWLF/USd3SRHOabN2+eInWNNWvW6L2vdZGKVgYPHpwiY+/cuTMBsFu3biaNqZCy+fDhA9OlS0cA3L17d4rSNdKnT8/ixYsTADt16mQwxv3796lSqejq6iq0rZQUu/S6Std2CgpyY68JPREAZur825j4swBAqFznTK2HIvwopAakNi3Dhw9PkQuD9evXi809yZpZQrqgWbhwYYqMXVr06dq1kjHVLXnz5iUA7ty5M0XGnidPHgLgli1b9J6r62Syf//+FBe35FaSPn16fvz4Ue/5d+7cIRBT9XL58uUUtzCQbFnbtm1rMIb0WufMmVNU/6Sk2D09PYWIb2wMAKxatar4rKeU2NOmTUsA9PDwMCquKqROKlWqRAD8+eefzXq/Fy9enG5ubrxx44bBY6VK4MR4vz979oyenp784YcfxG0ZM2ZkmzZt9B4nfcelSZOG7969MxhHrVaLDR9J7E8psUttxpo2bRrveAoK1pDECT2KppOEh6LrKKR0jBWtpKQ17smTJ8V1f0BAgN7zU3rRyuzZswmARYsWNXAjTelFK19++SUBcNy4cXrP1Wq1LFOmDIEYJ5OUGLukWUlrYYmIiAhmyZKFALhp06YUtbZPnz49a9euTQAsWLCggRvpy5cv6ezsTAcHB9GKNyXFni9fPgLgqFGjDMZI6UUr0mfw/PnzCY6pkDro37+/2M9ISbpG+fLl6ejoaPR3RkJyJpYKN1NK7EWKFCEA5s6dm2q1Ot4xFRQsRU5Nxwny8RxA8QQeUxrAAxnPqaCgkELp168f/vjjD6xcuRI9evQAAGTIkMHoY52cnKDVasW/t2zZgtatW8PNzQ0NGjRAgQIF4OHhAQcHBxw5cgRHjx5FZGSkwTjxjQ8AGo0mwXkvW7YMR44cwfnz5+Hk5IRZs2ahYMGCWLhwIVQqFSpXrox9+/Zh/PjxAIBu3brB3d3dIPajR49i0aJFaNy4cYqL/c8//xRx6uLo6Ig+ffpg9OjRWLRoERYsWJCiYt+1axeePHmCXLly4euvv9Z7vqenJzp16oQlS5aIv09KiXvfvn0YN24cAKBLly5Imzat3hiFChVCw4YNsW/fPmzatCnBc+oyfvx4uLi44MKFC/Dx8dG7r3fv3jh69KhZ45nK8+fPMWLECIwePRqlS5cGANy8eRP169eHSqUCAHh4eKBw4cK4fPkyAKB///4G49StWxeFCxfGnTt3cPDgQbPmYO+x58iRA7du3YKXlxdatGhhME6HDh0wfPhwnDp1Cjdu3DBrDvYeu7u7O0JDQ/Hdd98hffr0iTIXheRHv379cPbsWaxevdqs5927dw/Fixc3eK9rtVqcOHFCzinq0bt3b+TKlUtcr0jE/j158eIFgJjPdMaMGQ3GcXJygp+fHyZNmoQVK1aYNQd7jj0iIgKBgYEADK9nFBSSMYqmo6CgIBvfffcdRo8ejSNHjuDu3bsAUtYad8iQIQgNDUXNmjVRokQJvTH69OmDOXPmYP369Rg4cGCKi3327NkAYq6BpHWQRL9+/bBlyxYsWbIE7du3T1Gx7927F3v37oWDgwN69+6t93yVSoV+/fqhV69eWLRoEapXr56iYt+xYwc+ffqEqlWrirWwhKurK3r27Inp06dj7dq1CZ5PF3tf2xcpUgQXL14EAPTt2xcODg5643h5eaFVq1b466+/sGHDBrPmYO+xFyhQAJcvX4ZKpTJ4vwNA2bJlUalSJZw9exbbt283aw72HnumTJnw8OFDVKhQAeXLl0+UuSgkP/r27YuFCxdiy5YtZj3PnnUNAAgMDIRGo0Hp0qVRuXJlo2P169cPu3fvNvs73t5jl/Ss3r17i99NBQV7Rs536W4AfVQqVXWSBp9GlUrVGEBVADNkPKeCgkIKRbpovnDhAnbs2GHWc+19YVCwYEFcunQJQMzFYGxatGgBLy8vXL9+HefOnTNrDvYee+bMmfHgwQOUKlUKVapUMRine/fumDBhAnbt2oWnT5+aNQd7j93FxQVhYWFxXiT269cPS5YswebNm806v73HXbBgQZHUYuz9DsTErpvsZSr2vjB4/fo1oqOjUbx4cdSoUcNgHAcHB/Tt2xdDhgxJsZv8fn5+cHZ2NhjHw8MDXbt2xa+//pqiNvmDgoLw9u1bAHG/3xVSJ23btsXw4cPNTmDLmzcv7t69ixcvXiBHjhwAAJKYPHmy2WOZytq1a7Fnzx6cOnUKLi4u4vZixYrh2LFjeP/+PTw9PbF7924EBQUBiD+pxc/PD7NmzcKhQ4fMmoc9xz5o0CCo1Wp4enqiYcOGiTIXBQUboGg6CgoKsmGsaMVU7H2NW6RIEVy9ehWA8WuglFy04u3tjYCAALi7u6Nz584G46TkopX06dPj48ePaN68OXLnzm0wTvv27TF8+HCcPn0a169fN2sO9hy7u7u7SGSJ65q/d+/emDFjBnbt2mXW+e15bQ8AHz58wIcPH+Dm5oauXbsaHatfv37466+/8Ndff5k1B3uP/eXLlyCJr776Cvny5TM6Vv/+/XH27FmsWrXKrDnYc+wajQYvX74EoBRuKOhTvHhx1KlTB4cPHzbrefasa1y5ckXsv/Tv398gSVeicePGKFKkCG7fvm3WPOw59gULFuDjx49wcnJCz549E2UuCgpy45DwQ0xmOoAQAPtUKtXPAIoBgEql+ur///4HwEsAc2Q8p4KCQgpGunC2JPu3WLFidrkwAD4viho2bIhChQoZjOPi4oJevXoBgEWb/PYaO0m8evUKgPFKLgDIkiUL2rZtC5JYuXKlWXOw59jv3r2LkJAQAIjzIrFkyZKoXr06QkNDzTq/PccNAM+ePYNWq0WdOnUM5ijx1VdfIXfu3Hj06JFZc9BdGEgk1cJg5cqVcS4MgBgR7MmTJwBiEjviWhRJrkWnT582ax72HPvatWvx4cMHqFQq8V1mjAEDBsDZ2Rn//vuvWfOw59i7desGrVYLLy8vlCxZMlHmopA8cXNzw7x588S/P336ZNLzhgwZgo8fP6JMmTLo168fBg0ahAoVKmDWrFlo2rSp7PMMDAzE4MGDMWTIEFSsWFHvvpEjRyIkJATVqlXD4MGDhftW69atUbZs2TjHzJ49O37++Wfx74iICJPmYq+xt2/fHkuXLgUALFiwwKBSV0EhGaNoOgoKCrIiaTrmFq3Y+xo3KCgIERER8PLywjfffGN0rJSqZ0lrsE6dOsHT09NgHKloBQCWL19u1hzsOfZPnz7h9evXAOLe5JeKVgDgt99+M2sO9hz7zp07ERYWBkdHR7Ru3droON7e3vj666+hVqvNOr89r+3v37+PO3fuAAC+/fZbfPHFF0bHq169OkqVKiUKHUzFnmM/fvy40G8HDBgQ53ht2rRBrly5cOvWLbPmYc+xjx8/HhEREUiTJg3atWuXKHNRSL7Mnz9fFOlKiV8JYa+6xtChQ4WbnK+vL7p16xbnmI6OjnrFmFIhY0LYa+x9+vTBoEGDAABjxoxBtmzZZJ+LgkJiIJv6SPI5gIYAXgAYAaANABWAbf//90sAX5I07dOuoKCQ6mnXrh0yZswoKp9MxZ4XBhcuXBAXfPG5N/j5+cHFxQW7d+82ax72HPusWbMQFhYGFxcXdOjQIc7xhgwZAgcHB7OTmew1dq1WK+ItUKAAvLy84hxvwoQJ4v+lBKCEsNe4AWDXrl1C9IotEOni5OSEmTNnin8n943uoUOHCpvS/Pnzi7aBxsiYMaNe7Ml9o3vAgAFiEThgwADkypUrzjELFSqEiRMnin+bKv7Za+zNmjUTVtPmJiQqpA7at2+PBg0aAABOnToFkgk+p3fv3li1ahWyZ8+O1atXY926dcidOzfOnj0bbxKNpfTv3x+ZMmXClClTDO5r1qwZlixZgvDwcCxYsABRUVHInDmzSe/3vn37olKlSgCAs2fPmjQXe4w9LCxMVN9+88036NSpk+zzUFCwFYqmo6CgIDdS0Yqp6zsJe17j3r17Fw8exHQe7Nmzp95jdfnqq6+QN29ePH782Kx52HPs27ZtE0kLxlpKS3Tt2hWZMmXChQsXzJqHPcc+YMAAqNVqZMyYEfXq1YtzvCFDhiBt2rTYu3evWfOw19hDQkKEnlG6dGm4urrGOd60adOEO69uHPFhr2t7SdMhCXd3d0yaNCnOMVUqFX7//Xfx7+S+0T1kyBDhQFqvXj00atQozjHd3Nz0Evekz0tC2GvsXbt2xfTp0wEAs2fPRpo0aWSfi0LyxtfXVySCnDx5Eh8/fkzwOfaoa4SHh+O3335DaGgonJyc8Pfff8PR0THecatVq4bu3bsDiIndWBvI2Nhr7EuXLoVWq0XJkiUxefJk2eehoJBokJT1AOAIoBliqruWApgFoBUAJ7nPlVoPAP5ly5algkJqYPHixQRAAGzXrp3Rx9SqVYsxX2f6z8maNSv79u3LgQMHsly5ckyTJg2bNm1KADx8+LDeGABYq1Yto+N36dKFAPjw4UOj97969YpffPEFhw8fbnDff//9RwAsXrw4hwwZQnd3dwJg+fLlqdFo4o192rRpIvYOHTok69h79epFlUpFAJw6dWq8cZPkiBEjROydOnVK1rFL8wTA48ePJxh7u3btCICZM2emWq1OtnEPGjSILi4uBMC2bdsmGLdWq2WjRo0IgNmzZ6dWq00wdpJctWoVS5UqRXd3d2bKlIktWrTg1atXOXHiRNljb9WqFQsVKsSwsDCj9y9ZsoT58+enk5MTAVClUvHs2bMJxq7RaFi5cmUCYN68eY0+JrnE7uDgQAAsUKCA0fdvbNRqNUuUKEEALFy4sNHHJIfY8+bNKz7nfn5+8caskLp5+fIlv/jiCwLgsmXLbD0di7h69SqdnZ0JgPv37zf5effv36eHhwcBcNOmTYk4w8Rj5MiRBMCiRYsyPDzc1tNRSAWULVuWAPyZtHqDoukkzd9Z0XUUUgVnzpwRWkCTJk2MPia5rHGHDBnCjBkzirkFBwfHG/uePXvEGqF58+bJOvaBAweK67+OHTvGGzdJ/vXXXyL2Vq1aJevY27ZtK2L5+++/E4z9999/TzE6ZrFixUQsly5dSjD24cOHEwA9PDz4/v37BOMm7W9tnz9/fjo7O9PR0ZEAuGTJkgTjJsmePXsSAD09PY2uE5JL7FLc6dKl46tXrxKMm6T4jGTOnJnR0dEG9yeX2KXfqrp16yYYs0LqJSoqSlqjsU+fPraejkUEBwczZ86cBMCff/7Z5Od9+vSJhQoVIgCOGTMmEWeYeGzcuJEAmDZtWj569MjW01FIBcip6dhcxFAORfhRUIgPrVbLatWqEQC9vb2NPia5LAykTX5XV1c+ePAgvrBJxmx0+/r6EgALFSpk9DHJJXZpUVShQgWjiRqxCQsLY/78+QmAJUqUMPqY5BB77ty5hfgxduzYeGOWuHLlinjOjBkzDO5PDnHrigBZsmThhw8fEoybjBGVMmXKZJZoYm+EhYWxSJEiBMBRo0aZ/LwHDx6Ije5//vknEWeYeOzfv58A6OLiwoCAAJOfZ2lygD3x7bffis9VQsmaCgrr1q0TIundu3dtPR2z+PTpE8uUKUMA7N27t9nPX7BggRB77927lwgzTDz27t1LBwcHOjg48PTp07aejkIqwRYJPcqh6DoKCnLTu3dvAmD69OmT9Ua3k5OT0DZ27dqVYNzk54KdTJkymVSwQ9pn7FLhhpeXFz99+pRg3CmlYCdfvnxCnzGlUImMKdipUqVKstcxvby8CMQUKi1cuDC+kAVqtZrlypUjknGhi1arZcuWLQmA9evXN0nDJC3XguyJx48fM126dATADRs2mPy8kJAQ5sqVy+zkAHti1qxZBMAcOXIkmKypoKCrY+7cudPW0zELrVbLTp06EQArVapkNAkvPk6cOEGVSkUHB4dkp+HeuXNH7DssXrzY1tNRSCXYZUIPgEMAOifwmE4ADsl1ztR6KMKPQmrj0aNHTJs2rcnVMPbImzdvmCVLFgLgggULTH7etWvXhMvJ3r17E3GGicfKlSsJgBkyZODz589Nft7p06eT9caZRqNhjRo1TK5g00Wq5HNxceH169cTaYaJx5UrV8TC5uDBg2Y9d8OGDSJT3pTEN3tj2LBhBMBixYqZ7d6waNEikQT15MmTRJph4vD69WvmyZOHgGkuXLH56aefCIA5c+ZMdrEvX76cAOju7s779+/bejoKyQCtVstvvvmGQIwr17Nnz2w9JZOIjIxk48aNxbxNTdbURaPRsGHDhgTAfPnyJZvYT548KVwWx40bZ+vpKKQikjKhR9F0FF1HQSGxCA8PZ9GiRQmAI0eOtPV0LCI6OpqVKlUiAHbr1s3k5+ludE+fPj0RZ5h4XLhwgY6OjlSpVDx27JjJz9Mt2EmuG2eDBg0iAJYsWZKRkZEmP+/hw4dCx9y4cWMizjBxePfuHXPkyEEAnDVrllnPDQgIEDrmnj17EmmGicf69etF8YW57g2nTp0SG91Hjx5NpBkmDlFRUaxbty4BsGXLliYnMklIOqarqytPnDiRSLNMHE6dOkVXV9dkmZyhYDumTp1K/N+R7NSpU7aejsmMGjWKAOjm5sYbN25YNMbo0aNF7Mllz+bp06dCt27cuLHZ33EKCpZirwk9WgATEnjMOAAauc6ZWg9F+FFIjUj2s5kzZ+aLFy9sPR2z0Gq1bNOmDQGwdu3aZrs3SK23cufObbLdqb1w584denp6EgDXrFlj9vOl1lsFChRIdrGPHz+eAJgtWzYGBQWZ/XzJrrdw4cIMDAxMhBkmDi9evGCBAgUIgH379jX7+brVUMktdikhx8HBwaRWW7HRaDSsX78+AbBIkSJ8/fp1IsxSfkJCQoRjR4UKFUxqtRUbtVot3NiSU+z//POPqFZdunSpraejkIz48OEDK1asSAD08fGx++86tVqtZ6VuqfBDGsZu79d1586dE9cy3bp1U4QfhSQliRN6FE1H0XUUFBKNM2fOiIKdkydP2no6ZjNjxgxRgGCue4Nuwc758+cTZ4KJxPv371m8eHEC4KBBg8x+vtR6y8PDg/7+/vJPMBH5999/qVKp6OjoyIsXL5r9fKn1Vvr06ZNV7BEREUKXqFy5stnuDeTnje706dNb9LezFUeOHKGbm5tVrtGSjunp6WlSmzJ7IDo6WrgOZ86c2WL9tX///sku9itXrjBDhgwWO9AqpF40Go1wQ8uQIUOyeM9Le0xOTk7csWOHxeNoNBp27txZxH7hwgUZZyk/z58/F4nllStX5sePH209JYVURHJO6PkJQKRc50ythyL8KKRGtFqtWFCWKlWK7969s/WUTEbKfPbw8LDIcUStVotKsFKlSiUb688nT56IzOfmzZtbtAEWFhbG0qVLJ7vY586dKxI7LK3ueP/+PUuVKkUALF26dLKIPSgoiCVKlCAAli1b1iL3BjKmGqxkyZLJKvZ169YJ+3Vrqg91Yy9TpoxFyWBJycePH4UTVcGCBfny5UuLx3r37p1oM1i6dGm+efNGxpnKz/bt24UT1aRJk2w9HYVkiO53ZuHChfn48WNbT8ko4eHhbN68uawbEm/fvhWbQwUKFLBbR7ZDhw6J6upWrVpZlLCooGANdpjQo2g6iq6joGAxI0eOlCU5OKnZsGGD2a22YuPn55fsYg8LC2PNmjXFtaoprbZio9Vq2bFjRxH7zZs3E2Gm8rN//37hMjNt2jSLxtBoNKK4L7nErlarhZNo1qxZLW6RGx0dzdatWwsH4uQQ+/nz50W7qV69elmcxB8dHc1WrVqJ2O39867RaMT3U7p06axKOowd+9WrV2Wcqfxcu3aN2bJlIwB+8803ylpPwWx0vzMzZMhgtwnLWq2W48aNI/7fRnH9+vVWj6lWq9miRQvx3WGvrmT37t0T7TNLliyZrPYUFVIG9pzQMz6O+1QAvAFcBHBPrnOm1kMRfhRSK4GBgaIfcZUqVZJFNu306dNlyXwODAxk4cKFCYBVq1bl+/fvZZyl/Lx8+VK2zGfd2CtXrmz3yR1SFRYArlq1yqqxXr16xUKFCgnnk7dv38ozyUTg9evX0gUKixYtarXDyqtXr1iwYEGR2GLPji0rV64ULi1y9At/+fKliN3X19eqJJnEJCgoiJUrVxaVqg8fPrR6TN3YfXx8+PTpU+snmgisW7eOjo6OBMDBgwcrjh0KFvPq1SuRvJk7d25euXLF1lPS482bN8J6PWPGjLLaKb9+/ZrlypUjAObIkYNHjhyRbWxr0Wq1XLFihbBe79ChA6Oiomw9LYVUiA0SehRNR9F1FBQSjcjISDZp0kSsH+w1oVeXnTt30snJyarEDlK/dWnOnDktTpRIKsLDw/nVV1+J6zRrXqvIyEh++eWXIvbbt2/LOFP5OXz4MD08PAiAAwcOtGqtpxt79uzZ7bqlemRkpHDk9PT05OXLl60aLyIigo0aNRLO1fa2ztHlxIkTwpGzXbt2FrkS6RIRESHaDGfOnNluHZrUajW/++474v/td+RYj+nGnjFjRp45c0aGmcrPuXPn+MUXXxAA69evz/DwcFtPSSGZEhERIZzm3d3d+d9//9l6SnpERESwb9++BEBHR0eLOijERWRkJNu1aye+Q1atWmVX+uihQ4fo5eWVLPZVFFIudpPQ83/BR/P/Q/f/4zq0AH6SY+Kp+VCEH4XUjK7rS+XKle02q1ar1XLSpEmyZj7rxl6+fHm7da94+PChaLnk6+sry2v0+PFjEXvp0qXttv2WlMAFgPPmzZNlzEePHjFv3rwEwOLFi/P58+eyjCsnT58+FQlcBQoUkC0J4/HjxyK5o2jRonbnXqHVajlnzhzxmk+ePFm2sWP/Te1N+Lt//75w0/H29ubdu3dlG/vFixfCtSRPnjx21X89KiqKU6ZMERW6o0ePTnCxqtVqGRERwcjISLta2CYW0dHRvH37Ns+dO8ejR49y3759PHToEE+fPs3Lly8ni2RcS3j//j2PHDnChQsXctasWZwyZQp/+OEH/vjjj5w9ezYXL17MkydPGq1sfvfuHatUqUIAdHZ25o8//mgXySObNm1ilixZCIBeXl4GFZZarZb379/nxo0bOWrUKLZu3ZpfffUV69aty1q1arFRo0Zs0aIFe/TowQULFvD06dMMCwvTG+P9+/ei8hsABwwYwNDQ0KQM04CnT5+KjRf8v32kbrvUsLAwnj59mgsWLGDXrl3p6+vLzJkzM23atHR0dKSTkxPTpk3LzJkzs2TJkuzevTsXLlzIM2fOGMSvoJAQiZ3Qo2g6iq6joJDUfPr0STh85sqVy66dOzZt2iQcOUeMGGH1tbxu7F5eXgwICJBppvLy8eNH1qtXjwCYKVMmWdaiurFnzZrVbluTbNu2TSR0d+3aVe8a0FI+ffrEWrVqib+nPbZd+/Tpk0g4S5cunWwuE6GhocJtPUOGDHa1tpfYvXs33d3dhSNnZGSkLOPG/pvu3r1blnHlIjg4mM2aNROO8gcOHJBtbF2HVw8PD/755592o4VotVquX79euLB+/fXXCa7RtFotIyMjGRERYTdxJCZarZaPHj3i+fPnefz4ce7fv58HDx7kyZMn6e/vn2KTIsLDw3nu3DkuW7aMs2fP5k8//cQffviBkydP5syZM7lgwQLu37/fqJO6Wq1m165dhYbQrVs3uyhIPn/+vHBGdnFx4datWw0e8/LlS+7YsYOTJ0/mt99+y6ZNm7J+/fqsVasWGzZsyGbNmrFTp06cOXMmDx48aBBXdHS0cPkCwK+++orPnj1LogiN8/HjR/br10/MqU6dOnpdBNRqNa9cucKVK1eyf//+rFSpErNmzcp06dLR2dmZDg4OdHd3Z6ZMmVi4cGG2a9eOs2bN4qFDhxgSEmLDyBSSI/aU0HMEwOH/HxoAD3X+rXscAPA3AD8ADnJMPDUfivCjkNq5e/euSO7w9fW1+UVCbNRqNQcNGkT8v+XSypUrZRv7wYMHzJ8/PwGwWLFivHXrlmxjy8H58+eZM2dO4v8tl+R0VXn8+LFw6ilQoICsLgHW8vHjR/bu3VskcP3+++/xPl6j0fDTp08MCgpiSEhIgovCZ8+e0cfHR1R1WeP2JDf//fefyHYvUaIEX7x4YfRxnz594oULF3j48GHu2rWLW7Zs4c6dO3nw4EGeOXMmzgvily9fihZUnp6eXLlypV0soJ8/f86vv/463gQurVbLZ8+e8b///uPMmTM5ceJEjho1ikOHDuWYMWM4ZcoUzp8/n0eOHDHquqXreuTi4sIZM2bY3AJYo9Hwt99+E4JX0aJFDRK4IiMjefHiRS5btoy9e/fml19+ydq1a7Ny5cqsWLEia9asyYYNG7Jjx4785ZdfePToUYP2bEFBQaLVoEql4pAhQyyyeJeTgIAA8XoA4PTp0/Xuf/PmDffs2cOpU6eyZcuWzJs3L9OkSSOSf6TfBA8PD/r4+LBTp06cO3cujx8/nmyTXKKjo3n9+nWuWbOGgwYNYrVq1UQ1a1yHg4MDixUrxu+++47z5s1LlvFrNBqeOHGCs2fPZvv27cVvkymHg4MDS5QowS5duvDXX3/lhQsXqNVqGRoaKqqmpN9QW1mUv3nzRlRZAWDt2rWFA9fFixc5evRo1q9fnxkzZjQ5bulwdHSkr68vu3XrxrVr1zI8PJyRkZGcMGGCqH7Pnz+/Tdx6tFotV65cKapzM2bMyLVr11Kr1fLhw4ccPXo0fX19hTuXJYejoyNLlizJcePG2V2SqoJ9kgQJPYqmo+g6CgpJzvv371m9enXi/+4V586ds/WUDFi+fLlwYR00aJBsa9APHz6wTp064lrj4MGDsowrF0+ePBHrMLldVUJDQ4Vzh6enJ//66y+7WNuTMeua2bNni+u8Pn36xJvMo9VqGR4ezuDgYL57947h4eHxxhIWFiYcj9zd3fnrr7/KkiwkBxcvXhSaS+bMmXnhwgWjj1Or1QwICOCRI0e4Z88ebt26ldu3b+eBAwd44sSJOJ2FIyIiREsaR0dH/vDDD4yIiEjMkEwiNDSUAwcOFOv1bt26GdVbgoKCuH//fs6ZM4eTJ0/m6NGjOWTIEI4aNYqTJk3irFmzuHPnTqOFh7quR0BMKy97cFzfuXMnc+TIIb6HYuurGo2Gt27d4rp16zh06FBRtFGlShVWqFCB1atXZ4MGDdi6dWv++OOP3LVrFwMDA/XG0HX/AcDmzZvb3H361atX4r0IGLqwfvz4kcePH+fcuXPZqVMn+vj40MPDQ/wWSPpUmjRpmDdvXrZs2ZJTp07lnj177LboNiGkte6mTZs4ZswYNmzYkJkyZUpwXZs3b162atWK06ZN4969e5Nlkk9AQAB///139ujRg6VLlxZ6hClHvnz52KZNG86YMYOHDh1idHQ0NRoNZ82aJZJCc+bMaXGbTmuJiIjg2LFjxW9a4cKFxef80aNHnDp1Kps1ayb2cMw9ChQowLZt23L+/Pl8+/YttVotV69ezQwZMojf+D/++MMmv/GHDh0SLbacnJw4efJkRkVF8d27d5wzZw4rV65MNzc3izUdACxYsCB79+5ttZOdQurAbhJ69AYyod+6cijCj4KCXDx58kS038qQIQPXrFljF0LAjRs3WLFiRQIxVfabNm0yeIzuBuj48eM5fPhwDhgwgH369OHgwYM5evRo/vzzz3FeEOu6V7i5uXH27NlW28FaS+wLxZo1axokaLx//56HDx8WG6A1atRghQoVWKJECRYvXpzly5dnjRo1xAXx/v37Ddx9AgMDWaZMGbEpOmLECJvbosa+UFy3bp24T6vV8t69e/z77785cuRI1q1bN84NUJVKxfz587Nt27b8+eefeeDAAb3437x5I0RPAOzSpYtNs/2DgoLYqVMnMZ9atWqJKoWwsDCeOnWKv/32m3AvMGUDtGDBgkaz3t+9e8emTZuKxzVu3NhmrZi0Wi3XrFmjt0jZsGEDyZjPwfbt2zl+/Hg2adJE9OI29ShcuDDbt2/P2bNn88yZM9Rqtfzw4QN79uwpHlOxYkWbufXcv39fVBYC4Lfffsu3b99So9Fw37597NOnD8uXL08XFxezF0MqlYpFihRhhw4d+McffzAsLMzge6VQoUI2qehTq9X86aefRHVunjx5uH//fpLkpUuX2KtXL3p7e8cbn5OTU7yfAZVKRR8fH44dOzZZbPI/evSIY8aMEe4tsY9cuXKxXLlyrF69OuvVq8datWqxYsWK9PHxMSqSODk5sU2bNjx8+LBd/JbHhSQASK0QdQ8XFxeWL1+ePXr04LBhwzhu3DhOnjyZY8eO5dChQ9mlSxeWLFnS6PugdOnSXLp0KUNDQ3ngwAHxfpLcepIqmU2j0XDjxo3MmjUrgZhqyoULF/LTp09cu3ataLGne2TNmpWNGzfmDz/8wPXr13Pbtm3ct28fDx48yF27dnHz5s389ddf2aVLF5YoUUJPDAViqpRHjBjB+/fv620mADHOOHK08jOFCxcuiApaAGzatCmfPXvGXbt28euvvzZIzNNNyjp58iRfvXrF9+/fMyoqilFRUXz//j1fvnzJEydOcP78+ezcuTOLFy+uF7+DgwObN2/OvXv32s2GjoL9YYOWW4qmo+g6CgpJwqdPn4QjnpOTEydNmmQXDoWvX79mmzZtxO/1pEmTDK5PdTdAJ0+ezJEjR/L7779n7969OXDgQI4cOZI//vgjt2zZwidPnhg8X9e9AgD79etn8wR3rVbL5cuXM3369ASMu7CGh4fz7NmzXLRoEXv06MHatWuzYsWKLFmyJIsVK8ayZcuyWrVqbNq0KSdMmMD//vuPz54904s/IiKCrVu3FrG3atXKIBEgqbl16xarVq0q5jRmzBi9Ob948YLbt2/npEmT2LRpU2bPnj3OdZ2Xlxe/+uorTpw4kdu2bdNzWI6KitJzcKhVqxbv379vi5BJ0mhS/Y0bN0jquxf069ePlSpVMmkDNEeOHGzatCknTZrEHTt2iAQOtVrNoUOHimvqEiVKxJk4lBQcO3ZMOIs7Ojpy0qRJ1Gg01Gg0PHr0KKdPn87WrVsLrc/UI2fOnGzWrBknT57MvXv3Uq1WMzo6mtOmTRM6Se7cubl3716bxB0cHKz3HqxSpYpogXfp0iUOHz6cNWvWZLp06czWdKTYWrRowTlz5vDNmzcG3ytffPEF161bl+RrfsmVR2qxlS5dOi5dupRarZaPHz/m2LFj6ePjo7fmi31ITqzxxe/t7c1evXrZrQOZLvFpG9I6vUyZMqxatSrr1q3LOnXqsHLlyvT19WWaNGmMPqdWrVr8+++/7eK3PC7Cw8O5du1a4ZAcW5crVqwYO3XqxCFDhnDs2LGcPHkyf/jhBw4fPpx+fn5xJoPkyZOHP/30E1+9esWbN2/qaSfdunWTteA5IU6dOiVceVQqFYcOHcrQ0FDu2bOHzZo1M9Bk0qVLx1q1anHo0KFcvXo1t27dyr179/LQoUPcvXs3t2zZwmXLlrFfv36sWLGiSFiSDjc3N3bt2pXnzp3j8+fPRfIqADZp0iTJWg4+ePBAFFtLOtvly5d5/vx5duvWzeB1y58/v94e1LNnzxgcHMyIiAiq1Wp+/PiRr1+/FgWrffr0YYUKFQzir1q1Kv/880+7SFRVsE/sNaHHG4CnXOMphyL8KCgkxOvXrw02X+JyB0ls1Go1Z8yYIX7Uc+XKxUOHDpEkQ0JCuHbtWg4cONAk94LYh27W+6lTp6jVag0WYVWrVrWZW4+ufaN0oRgWFsbIyEhu2LDBbPeC2IeU9b5y5UqGhYUxPDycI0eOFBegRYsWtYlbT2z7RulCUaPRcP/+/WzZsqVI+jB2uLm5MUOGDEyXLl28i8ICBQpwzJgxfPTokagaky5Cc+TIwZ07dyZ57LquPGnSpOG8efOo0WhEcoPk3hJ78Vu8eHHRhqVZs2Zs3Lgxa9euzTJlyhhcEEvPad26NQ8dOkSNRsO1a9eKhKj06dNzxYoVSSoExHbladKkCZ89e8ZHjx5x7NixYhNc98iQIQPr1q3LwYMHc8KECZw+fTpnzZrFn376iePGjaOfn1+cSTAlS5bk4sWL+fHjR+7Zs4e5cuUiEJM4MH369CTb5I+IiOD8+fPF65o1a1Zu3rw5XgFANzlp+/btPHToEE+dOsXTp0/zyJEj3L17N5csWUI/Pz+WK1dOJMtIR8aMGTls2DDevXvX4DtmwIABSbLJr9FouHfvXpYrV07Mq3fv3nz9+rVRAcDd3Z3VqlXjwIEDuXr1al6/fp2hoaF6CZdqtZrv37/nuXPn+Pvvv7Nnz54sU6aM3neAg4MDmzVrxj179tjVJr9Go+Hu3bvZtGlTPQEgV65c/Oabb/jTTz9x9+7dCQoV0kbAwoUL2b17d5YqVUpvPB8fH/722292ZWN74cIFAwEgd+7c7N27N5cuXUp/f3+TrdnDwsJ45swZLliwgN26dWPmzJnFmOnTp+f333/PCxcusE+fPnqfh6FDh/LOnTuJEt/bt285a9YsIWoDMa48x48f56hRo/Tm6Onpye+//55bt27l06dPzf4O/vTpE0+dOsV58+bpOV6pVCo2btyY//77L8ePHy8+EyqVil9//TV3794t++chLCyMf/zxh0jElv7Wq1at4i+//CIcEaXv3U6dOvHw4cNWffeGhoby4MGDbN++vd73XsGCBTl//ny7Fj8VbEMSJ/Qomo6i6ygoJCmRkZEcMGCAwZraVmzcuFFc93h4eHDZsmVinv/99x/HjBnDBg0amOReoHtkyZJFJEDv3LmTarWaarWaU6ZMEdcD+fLlExpSUvPkyRO9dqMtWrTgq1evqNVqeeDAAfbs2dNs9wLdI1u2bGzSpAlnzZolNvkXL14sWt5kypTJJm49xvQVyQ350qVL9PPzizd5x8XFhZ6envT09Iy3qMXLy4s9e/YUm5qbN28W2oG7uzt/++23JF/3xU6k//777xkaGsrHjx9z3LhxRrUNIGYDtEaNGmzYsCGbNm3KJk2asG7duqxYsWKcSSDSJn9kZCSPHTsm2qo7Ojpy3LhxSboJGtuVx9fXl/7+/nz37h3nzp1rVLt0c3Nj5cqV2bdvX/7www+cOnUqZ8+ezWnTpnH8+PH8/vvvWbNmTfF+1j1y5crFH3/8kS9fvmRAQADLly8v7uvVq1eSbfJrNBpu2bJFuPJIxaGhoaFxJjfkzJmTzZs355QpU7hlyxbhxHTmzBkeO3aMe/fu5Zo1azh48GDWqFHDIH5XV1d27tyZZ86c4ePHj9moUSNxX7NmzZJsk9/f358tWrQQ527QoAEfPnxoNLnBycmJZcqUYc+ePfn777/z3LlzfP/+vZ5zU3R0NENDQ3n9+nWuXr1aaP2xddAqVaoIR1p7wt/fn927d9dLyvniiy/YsGFDjhkzhps3b+ajR4/i/T6W3Lr++OMPDhgwgFWqVNHTSry8vDhhwgSbFWIa48GDB0a1jU6dOpntHK1Wq3n16lWuWrWKAwYMEN9pQExR1rfffsvDhw9z5syZQut2dXXld999x9OnTyfKb114eDhXr14tHPaAGF12z549nD17tp7W4+Liwg4dOnDdunW8ffu22b8/UVFRvHz5MpcvX6537QCA5cuX54oVK7h8+XK9PZFKlSpx9erVsn8eoqOjuXPnTn711Vfie11KEv/zzz9ZoUIFvfk1bNhQ6NmWEhUVxQsXLnDgwIEiWRGIcbgbPXq0XbRaU7Av7DKhRzkU4UdBwRZI7RGkH1Dd9ghJha4rDwB2796dISEhvHz5Mv38/IwmN3h7e7Nly5YcP348Z86cyV9//ZULFy7knDlzOG3aNH7//fesWrWq0ef6+vry999/54cPH7hjxw69BdnMmTOTbJM/ODiYY8aM0bNvPHnyZJwCgOReIG2AHj58mGfOnOGVK1d45coVnj17lkeOHOGqVavYv39/o1nv0qbm3bt3efr0aRYtWpRAzAb4999/nyTVTREREfzzzz8N7BsDAwONJjdI4tX48ePFBqixi+XIyEhevnyZK1asMFoBpVKp2LRpU+7atYs3btzQW3A3a9aM+/fvT9T3vZTcoJvQUr16dQYEBBgVAEqUKMGuXbvyt99+46lTpxJ8X0ZFRfHSpUtcvnw5+/btywoVKug5WRQtWpS//vorb926pefWU7x4cS5cuDBRbYv9/f3Zo0cPseD19PTkihUruHv3bgMBoESJEhwxYgT//vtv3rt3z+TXJDIykv7+/ly6dCn9/Pz0nE+kTf6zZ8/qufVkyJCBQ4YMERVVciO1mNFd8EoL09gCQO7cuTlp0iQePnzYokSMiIgIXrhwgQsWLNATuQCwUaNG3Lx5s973jbTJv2vXLtnFz6CgIP7yyy96i/I8efJw69atHDNmjIEAMGjQIF66dMkqp7Tw8HAePnzYYJO/QIEC/PXXX23eam3Tpk1GBYATJ07I8r3z7NkzTpw4UU8w9/Dw4MiRIxPsZ5+YPH36VC9xWBIAtm7dKttrIv2m6FYFA2DHjh3577//6l1fSOffsmWL1efXarU8e/Ysu3TpopdQ6e3tzYULF+ptbgAxG2zLli1jaGioLHHHN4eGDRty9+7d7Nixo97mSP78+Tlz5kxev37d4s9beHg4z507x+HDh4sKTen7dOjQody3bx9LlSql9/eYPn16oojtr1694tSpU5k7d25xPlu2WlOwT5IyoUc5FF1HQcFWHDp0iHnz5tXbiDE1WVoOYrvy1KlThw8ePIg3uSFz5sz88ssvOWrUKM6YMYPz5s3jokWLOG/ePE6fPp0jRoyIs0Vpzpw5OWXKFL548YJXrlwRLsRAjFtPUjnWREREcPHixXruGevXr+e7d+84b9484YotHbFb5+7fv5+nT5/mpUuXePXqVZ4/f57Hjh3jX3/9JRyKYxc56W5qPnjwgPXq1RP3tWjRgufPn0/0uCVtQ1fD6NKlC1+8eMG1a9caXJenT5+etWvX5rBhw7h+/Xrevn3b6LVodHQ079y5ww0bNnD48OGsU6eOaOUqHZUrV+bq1av59OlTfvvtt+L2ihUrcv369Yn+vr948SJ79uyp58pz6NAh7t27l82bN9fTNvLmzRung7QxNBoNb9++zfXr13PYsGGsXbu2nqbp5eXF8ePH886dOxw8eLDYfM2RIwcnTZqk52YkN7G1DUdHR44fP55nzpzR03qkz2f//v25cuVKXr161eR1l0aj4c2bN/nnn39yyJAhRjf5Dx06xKlTp4o1jouLCzt27MiTJ08mip5nTNuoUqUKDx8+bDS5YeDAgXG2D0uI6Oho3rx5k2vWrGGTJk303G7Kli3LZcuW6X3fAIm3yR8eHs41a9bouaSkS5eOv//+O+fPn6+nbTg7O7NDhw48fPiwVfOIjo7mpUuXOGjQIL3PfebMmTlmzBibt1o7f/68geNugwYNZNEWyBhX/gULFrBYsWJifEdHR7Zv396mrdakYlzd96Pc2ob0mxL7O7R69epGHX8lh2Y5nPnu3bvHESNGGGgbY8aM4caNG0UxrqRrTps2TfZrjHv37hnoK8WKFePOnTs5ZMgQvesAyaH53LlzFidzRkdH89q1a/z555/1XNRcXFz43Xff8cCBA3p7F4lZIBcaGsqlS5fqaUi2bLWmYJ/YbUIPAGcArQHMBLAMwEojxwo5z5kaD0X4UVAw5OnTp3pZwYm9yW/sYi1Xrlzctm2b0Y252rVrW9RXV7pI+eOPP9i/f389ISldunTs378/T548qefWkyFDBg4ePDjRHHskAUBamEuuPLt27TK4ePX19eX8+fN58eJFi4QJKet98eLFcWZVjxgxQpxTpVKxSZMm3LFjh+xtyIwlN5QuXZr79u0zEACkKpzHjx9btSiPiori8ePHjW5qzp8/nzNnztTbcC1cuDDnzp0raza4MQEgTZo0nDt3LufPn2/gLjFw4EDevHlTlnM/e/aMkyZNEklrQEwF26hRo7hy5Uq9llZp06Zl3759GRAQIMu5jVU3ADF9v/fv36/n2uLs7Mz27dvz+PHjsokwERERXLduHatVq6Z3/q5du3LTpk0G85IW4tYKgGq12uiCs1SpUkKY1P2My53cIHHu3Dl27dpV7/3dpEkT7t27l506dTL4PPz888+8dOmSxe4WQUFB3Ldvn1EXlp9++on//fcf8+TJk2gCgC7GNvkrVqwo7M+Tkjdv3rBdu3ZiHlJyQ2JtMkRFRfGff/5hnTp19L7XTp48mSjniwutVssVK1YIsdHT0zNRHXIkpEpg6T2YLVs2bt26lefPn2f37t313ptp0qRhlSpVOGDAAP7xxx8MCAiI83Oo2xZizJgxbNiwoUFl+Zdffslt27bx5s2bet87rVu3TrQqMl3evn3LmTNn6tmgL1u2jK9eveL06dMN2tp5eHgIR6w1a9bw8uXLfPDgAV++fMm3b9/y+fPnvH//Ps+ePSvcsIxVlpcrV44rV65kcHAwJ06cKO7Ply8ft27dmiQtTdVqNTdv3qzXau2nn35S3HoUSCZ9Qo+i6Si6joKCrYjtgJs9e3ZOnDgxUTf5L126pKdteHh4cMGCBdy9e7eBtlGiRAmOGzeO//77r1nrfK1WywcPHvCff/7hqFGj9BxAnJyc2LZtWx44cICTJ08Wif2JvclvrH1uixYteOTIEfbs2dMguWHSpElmuRfEjv/evXtcv369XgU9AJYpU4ZLly7lwoUL9dw9KlSowFWrVsme2G9M28iRIwc3bdrEH374wai2cfXqVasKSDQaDa9du2Z0U3PMmDH8888/9XS+rFmzyt6G2VhyAxDjyrN582aDxBM5tY33799z4cKFwnEXiEkM69ChA//77z+923UdmuU4t0ajMaptlC9fnvv27WPLli31/h7169fnv//+K5u2IbUmb9Gihd53Se3atePUXJYsWWK1jq3Vannu3Dmj2sbcuXO5YMECPef4xNI27t+/z5EjR+qtO319fePd5D958qTFRaqfPn3iyZMnDc7p6enJwYMH88CBA3rFMlJygyXJSwkhbfKXLl1a73xS6/akJHYre6mQJbG0Da1WyyNHjrBt27ZibS0liya1C1vsZOHEdMiRkBKBpd8TNzc3zpkzh3fv3uWoUaP03ptOTk4sVaoUu3fvzoULF/Ls2bPxJpUFBgZy165d/PHHH9miRQs9zRCISZxbsWIFnz59yk6dOonbq1Spwm3btiW6tiE5IEuFzg4ODhw9ejTfvXvH5cuX6yUvS783uo5YZ8+e5f379/n8+XO+ffuWL1++5IMHD3j58uV43bDy5s3Ln3/+mYGBgVy9erX4bvH09OSiRYuSpPBdq9Xy5MmTelp99+7dFbceBZJ2mtADIAeA6wA0iOm9HtehkeucqfVQhB8FBeNIbj3GNvnlqnY2JgA4OzuzV69e3LZtm15msCQAyLkJGxERwfXr17N69ep6Fy89e/bkpk2bDFxS6tWrx82bN1sthHz48MGoAFC/fn3u3r1b70IxMZIbJIwtSps1a8a9e/eyc+fOehX+efPm5bRp0xK8II4LaQN048aNRhfaixcv5ooVK/QWoXJWN8QmMDDQYFOzatWqPHbsGH/88UfRjgn/3+j97rvvhEWsOVnvUjucRYsWsWPHjgYCwNSpU3n27FnWqlVLTwBYunRpoiQ3kDGb/Js2bWLdunXFOX18fHj8+HH+9ddfrFmzpt77snTp0uzVqxcXL17M8+fPmxT/ixcvuH37dk6aNIlNmzbVq6SUnHCuXbvGn376SQitOXLk4NSpUxNFANDl8uXL7N27t3h/58yZkzt37uSFCxcMksliO2HF1wpIrVbzypUrXLlyJfv372/gCiW1mDl16hRPnTolKjQdHBzYv3//RE9uID+3AtJdkK1cuZKBgYGcMWOGwSa/q6srK1SowD59+nDZsmU8c+YMr127xvv37/PJkye8c+cOr1y5wn379nH69Ols3bq13ve2dDRq1Ij//fcf3717Rz8/P3F7uXLlEk1Yj010dDQ3bdokPtuurq6cMWNGkrn1bNq0SYj80uZGUiQ3SJw7d85oO8fEJnaCcLNmzZK8needO3f0fuc7duzIoKAgBgUFcc6cOcKdLvbh5ubGHDlyMH/+/CxWrBgLFizIXLly6VVB6h5Zs2bl8OHDeffuXUZHR3POnDniO8DLy4vbtm1L0rjJmIS2b775RsyxYcOGfPz4MaOjo7l9+3a2adPG4HNvzqFSqejj48NevXrx3LlzJGM283QrqgYMGCBLtZy5fPjwQa/VmuLWo0AmecstRdNRdB0FBZtz6NAh+vj4iN9DuTf5w8PDjTrMNm7cmAcOHNArzkoMbUNqY/XNN9/obfLXq1fPqAOs1IbZmvYQZIyWtGvXLoP2uSVLluSff/6p1/JU0nrkTG6QMLbJX6ZMGe7Zs4fDhg3TW4dLbZgPHTpkcTteaQM0dnK8VLixY8cOPbeOUqVKJZq28enTJ4NNzXz58nHnzp1cvHgxfX19xe0ODg78+uuv+csvv/DIkSNmJXnotsPp16+fQXLDoEGDePbsWb3CQEnrSSxtQ6vV8ujRo2zXrp14n2XOnJl///03Dx48yFatWuk5NOfPn58dO3bknDlzePToUX748CHBcwQHB/PgwYOcOXMm27Vrp7fZrZskt27dOlFEkDZt2kQtiJR48uQJf/jhB/FaSOvr+/fvGxQOqlQqPSes+JLptFot7969y7/++osjRoxg3bp1DVyhJG3j7t27eppa8+bNeerUqUTXNqSEMulz5ujoyB9++IHBwcFcsWKFXhtm6b1fvHhxdu7cmfPnz+fRo0cZEBDAu3fv8smTJ7x79y4DAgJ47Ngxzp8/n507d2bx4sX1vtek75Xly5czJCSEM2bMEHparly5uGnTpiTRNrRaLU+cOKFXEOjn55dkbj2x29cPHTo00XRbY8RutdaiRYskceuJnSBsi3aeQUFBensl1apV4507d/SuQXT3GaTDycmJXl5ezJcvH318fFi4cGHmyZMnzlafHh4e7Ny5M8+ePUutVsv//vtPuPKkSZOG8+bNS/KWjmFhYRw2bJiIr1ixYjx37hy1Wi3PnDnDnj170sfHx2j8ph7e3t5s06YNd+7cyejoaD5//lzPladJkyZ89uxZksZNxui4uq3WFLceBdJ+E3o2/F/cWQegNoACiOnBbnDIdc7UeijCj4JC/ERGRvLvv//WSzgAYlx7zGkBpNFoeOvWLa5bt45DhgxhzZo1jQoA9+7d07tQLFasWKImN0hcuXKFvXv3Fk4VuXPn5t69e+nv729QVeXo6EhfX1927dqVCxYs4OnTp+PcGP3w4QOPHj3KOXPmsGPHjixatKjeRZZU3XDr1i2DC8XJkycnenIDGXNhPHPmTL1Wa3/++Sdfv37NmTNnGmzQ62a9L1q0iEeOHOH58+cZEBDAmzdv8tKlSzx16lS87gW6yQ3Pnj0zuFBMbAFAIjo6mv/8849oTSP1vo6IiOCWLVvYoEEDowuC0qVLs0ePHpw2bRrnzp3LxYsXc/HixZw7dy6nTZvG7t27s1SpUgbuBboCQGRkJH/77TeRDZ81a1Zu3rw5SassYieWjBw5kuHh4bx69Sr79u1rtG+5s7Mzy5Yty6+++oqtW7dmp06d+O2337JFixZs0KCBngOQMQHg06dPvHr1qp7Q0KdPH5NEJTm5efOmXlJd165dGRwcLPq9lyhRwmgcTk5OzJAhA7Nnz05vb29mz56dGTNm1GvtpHsUKVKEM2bM4OvXrxkWFqbnyuPj48MzZ84kadwk41ycRUdHc8eOHWzfvr1eoqW5h5ubGytXrsyRI0fy7t27JMn9+/cLVx5nZ2dOnTrVJq2vQkJC2L17dzHXihUr8vr164l6Pl1Xntq1aydJO0NjxK4mK1y4sEjCSAw2b95s0xaeumg0Gs6bN0/8lmfLlo1HjhwR979584Z79+7ltGnT2KpVqwSTXDJlysSGDRtyzJgx3Lx5Mx89eiRi+/DhA+vXry8e27lzZwYFBdkkbjJG+Fy/fr2eW0/sasY3b95wz549nDp1Klu2bEkfHx96e3sza9aszJAhA728vJg3b16WLFkyXjF869at4joqX758PHz4cBJGapwDBw6I19PNzY07d+609ZQUbEgSJ/Qomo6i6ygo2AVarZaHDh1i69at9Tb5pQ0cU1sAabVaPnnyhFu2bOEPP/zAxo0b6yWMSMkN165d02s36uXllSSFG0+fPuWECROE9pA2bVouXryYDx8+NHDQAWLa8UotkA4ePBhn5bfUznjx4sXs1asXy5Ytq7f2001u8Pf3Z8mSJcV9fn5+SaJtSI64knuCs7Mzp0yZwvfv33PVqlUGDs0AWKhQIX777becNWsW9+3bx7Nnz/Lq1au8efMmL1++zDNnznDnzp1xuhdI2sbWrVsZEhLCgQMHitt9fX157NixJLn2lyr5dd07+vXrxw8fPvDEiRPs0KGD0bV64cKF2b59e06ZMoW//PILFy1axCVLlnD+/PmcMWMGBwwYwCpVquhpgbG1jdDQUO7cuVNoIJKelJTr3AcPHugllrRu3ZqBgYF89uwZJ0yYoNciRjpUKhWLFi3Kxo0bs2XLluzQoQM7dOjAb775hl9++WWcWoCuw2zswoEGDRrI6oRkCm/evNFrtSattaU2zNWrVzeqyalUKnp6ejJbtmz09vZmzpw5mSlTJj2NWvfInj07hw0bxrt371Kj0XDRokXClSdz5szcuHFjksZNxiS0DRo0SOjLvr6+9Pf3F22Ye/fuzZIlS+p955tzODo6smTJkvTz8+OZM2eo1Wp548YNPVeeHj16WJwcaA1qtZpTp04Vn+s8efJw3759iXa+6Ohojhs3Tk9HSWrXYwmtVsvly5frtXZMzPffxYsX9Vx5Jk+ebFPnW919Ezc3Ny5fvlzc9/HjRx4/fpzz5s3jd999x2LFisWb5OLh4cHq1atz0KBBXLNmDW/cuCES0zQaDb///nvx2Bo1aght01acPHlSuBI6ODjw119/1btfin/u3Lns1KkTS5Ysybx589LLy4sZMmRg1qxZ6e3tTR8fH7Zs2ZLTpk3j3r17DTpfXL16VRT3e3p6ctWqVTbT8SRu3Lih59Yza9Ysm85HwbbYa0JPEIAjco2nHIrwo6AgB9euXWP//v2ZLl06oxf7JUqUYN26ddmkSRO2bNmSTZs2ZYMGDVi5cmWjzwH0W8wcOnRIJI/Y6kLx2rVremJHz549+f79ewYHB3PevHksVaqUQaWCrpDj6enJLFmyMH369HFu8Ds5ObFSpUrChjV2pnn16tWTxK0jNk+ePDHqpCBZ68ZVqWHqkTlzZjZq1Ig///wzX79+Ta1WyzVr1ui5hdjqQvHdu3fs3LmzmGvVqlV5+/ZtkuTt27fFBbG5We8ODg561UDS6/r06VO9JLlvv/3WrPZxchIWFqbXaq1o0aK8ePEiyRhrWykhrUOHDixSpIhJ8adPn561a9fmsGHDuH79et65c0e8rr/++qv4bHh7e/PAgQM2iZuMWZjPmjVLL9tfN8Hm/fv3PHLkCGfPns327dvrWbobO/Lnzy9E4dii+PPnz0WVoIODA0eNGiV7b3NziP35y5AhA48dO6b3mODgYB46dIizZs1iu3btWKZMGRYtWpR58+Zlzpw5WaBAAZYoUYLVqlVj//79uXLlSl69etVAwFy4cKF435QrV062Vm7WsHv3buHWkzZtWh48eFD2cwQGBgphWaoaTOpqHmPoVpa5u7tz7969sp9j+fLl4juladOmSe7KExe6bj2urq7cvn17nI8NCQnh06dPRdXi7du3+fjxY/H7ZYy3b9+Ka4hs2bLZxJUnLl69esXmzZuL65V///1X1vHXrFkjRM7u3bvbxJUnLj58+CB+452cnPjXX3/ZekoKNiKJE3oUTUfRdRQU7A5jbZhjr2dq167Nxo0b85tvvmHz5s3ZqFEj1qhRwyAhRjp0W8zcunVLz5WnS5cuVrvhmEtgYCBbtWol5lCvXj0+evRItGGuVauWnhtxbK0mXbp0zJIlCzNkyBDn4ySXwmnTpjEwMJCRkZGcMGGCSB7Inz8/jx49mqRxk4ZOCmXKlOGVK1dIxjh29u/fnxUqVNBruWzOkTZtWtaoUYOjR48W2saxY8f03ELGjx9vdetqS4iKiuLkyZP1Wr5KyeWvXr3i0qVL6efnx3LlysWp1cV1eHt7s1WrVsK1WqvV8tOnT3quPFWqVEmywrTYaLVa/v7776IgK3PmzNy6dav4u5w/fz7OhLS4DldXV1asWJF9+/bl8uXLeenSJbHZvWfPHr1igaVLl9p0w3fz5s2i1ZqHhwf//PNPcV94eDjPnTvH33//nT169DDaNlj38PLy4ldffcWJEydy27Ztem0Kw8PDxXoK+Jw8ZUtif/6WLVumd39YWBjPnDnDhQsXsnv37qxYsSKLFSvG/PnzM2fOnMKNtkKFCuzWrVucRasHDx4U769cuXJx9+7dSRmmUQICAoRbj0ql4sKFC2U/R0REBFu3bi3OkVROxwnx5MkTPbeeuXPnyn6OY8eOicQhW7jyxEXsPZQZM2bE+dhPnz7x+fPnvHfvHq9du8abN2/y4cOHfPnyZZyuUlFRUezYsaP4HrSFK09cSG49UuxTpkyR9bv39OnTIlG7Vq1aNnHliYvo6GhOnTpVxD527FibJxop2AZ7Tej5BOBnucZTDkX4UVCQk7CwMJ4+fZoLFixgt27d6Ovra1LWf86cOdm8eXNOmTKFO3fuFBVaGo2GI0aM0BOEbHmhqFarOX36dD23Hn9/f3F/aGgoT548yV9//ZVdunRhiRIl4kxyid3DNHbLouvXr4tNZVvZN+qi1Wq5YsUKcdGeKVMmnj17Vu8xoaGhPHHihLBjrVatGsuWLUsfHx8WKlSIJUuWZKVKldi4cWOOGzeO//77Lx8/fqx3oaXVavVec1vZN8Zm+/btwq3H09OTJ06cMHjMx48feezYMc6dO5cjR47kwIED2atXL/r5+XHgwIEcOXJkvFa+d+7cEU4lkiuPPXD69Gnh1pMuXTo99wpdpEq3bdu28e+//+bq1au5bt06bt68mbt27eKdO3eMvoe1Wi3Hjx8vXnNbuPLExc2bN4VNvIeHR7xJRhEREQwKCuLz58/54MEDPnv2jEFBQfEu6h88eMD8+fMTiKmEtIUrT1w8f/6cjRs3JhBT4SKnfalWq9VbcE2YMMEmrjxxERISwrZt24qFuiR6ysGTJ09EAlihQoV479492caWg4iICHbr1k38Tm3atEm2sefOnZtoAoMcREdHi1ZMciZ3vHnzRjh75cuXz2ZOTPGhW2nm4ODA9evXyzLu6tWrxWs+btw4u3vNyZjvo+HDhwsxdsOGDbaekoINSOKEHkXTUXQdBQW7JXa74MqVK8fpTqF7ZMyYkfXr1+fo0aP5zz//8MGDB+J3f9WqVWKMHDlycMeOHTaN8e+//xatd9KmTat3vRsVFcVLly5x+fLl7Nu3LytWrBhv8k6RIkXYoUMHoy2bgoKC9JxfBw4cmKRtWIxx8OBBPbeedevW6d0fGRnJixcvctmyZezTpw9r1arF8uXLs3jx4ixUqBB9fX1ZoUIF1qtXj4MHD+aff/7JmzdvGqzz165dK7RAySHE1ly+fFkUVTg4OHDVqlUGj4mMjKS/vz+XLFnC0aNHc9CgQezduzd79uzJAQMGcMSIEZw+fbpR9wIypvClWrVqYg09e/bsJG2nHBcPHz4Ubj0qlYpLliwx+jjJdWrHjh38559/uGbNGq5du5abNm3ijh07ePny5TiLKzdu3CgSgmzhyhMXsd16YrtX6BIVFcXg4GC+fPmSDx484NOnT/nmzZt4P7cfPnxgnTp1xPegLVx54iI0NFTPTWT27Nmyjr9161bx/di2bVubuPLEhVqt5oQJE0Ts06ZNk20t+unTJ5E04+npaRfus7potVrOnj1bxD5x4kTZYt+7d69wJ2vTpo1NkjQTYtGiRaJwUK7kjqioKLZo0UJcNxw6dEiGmcrPihUrxD7UqFGjZIn97NmzImmvefPmNi1AjQ/dQrJRo0bZejoKNsBeE3rOAvhLrvGUQxF+FBQSm7CwMJ4/f54HDhzg9u3b+c8//3Dr1q3cu3cvjx07Fqe9slqtZpcuXcTGmq3tG3XRdetJnz69gXuFLhqNhuHh4Xz37h1fvXrF4OBgRkRExHtRdf78eWEHXblyZZvbN+ry9OlT0TJE7ovY6Oho9urVS7zmy5Yts6vNv3fv3okLeLndKy5fviwqh6pUqWIzV564CAsLEyKIm5ubbCKsVqvl4MGDRdXQ6tWrZRlXTtRqtXBwcHFxkc1Z4969e6ICtnz58nb3mpMxn8mePXuKz+R///0ny7g//vhjgmKirdFoNKKK1dHRUZbYX716xUKFChEAS5UqlSStEy1Bo9HofS7jc6sxlaVLlwpB6bfffpNhlomDVqvlmDFjZIv9/fv3LF++PIGYVnq6lZz2hm5ypZOTk9Xf81u2bBGCSnzVcfaAVqvl5MmTRexK+63URxIn9CiajqLrKCgkK9RqNa9evcqDBw9y586d3LRpE7ds2cLdu3fz8OHDesk7sfnll1/ENaAtXHniQtetx8HBQa89R2y0Wi0jIiIYEhLCV69eiaKN+Aqunj9/Lpwv8+TJYxNXnrj4+PEje/fuLdZjixYtknX8BQsWiNd82LBhdrXhGxUVxVGjRon5zZs3T7axX79+LRKGcuXKxWvXrsk2thxotVqxDgfAn3/+WbaxV61aJTaRhw4dalc6noRugsO0adNkGfPDhw+i3Uv27NntwnHYGL/99puI/ccff5RlzG3btom1Xv/+/e3GqSQ2S5YsEckdcsQeGRkpHOyzZMnCS5cuWT/JREL3c/nTTz9ZPd7x48dFMk/Pnj3tIlkxLtavXy8ct6ZOnWrVWBqNRjj/ZMyY0aC42d74559/ROzWftcFBAQI17X27dvbzb5cXGzZskXEPn36dFtPRyGJsdeEntYAwgAUk2tM5VCEHwUFeyMqKkqIK+7u7ona89ZSIiMj2aZNG+L/Djr79++XZdyzZ8+KNmRfffWVXVh2xiYqKoodOnQQ7hVyxK7VatmjRw+RMGKvm2lqtVrYJ7u4uMgS+82bN0WFYIMGDWxetRcX0dHRQvhzcXGRpSXWuHHjxHhyt3mRE133CldXV6vbMD179ky0EaxRo4ZeJae9odVqOXToUNli//XXX2V3AUksdB3DXF1drUpgDA4OZqlSpQjEuM3Zy2ZGXGi1WiF2u7m5WVV1tnHjRiGiLViwQL5JJiKjR48WscflSpYQarVaVGvmz5/fbtqLJcTIkSNF7CdPnrRojHPnzgk3wx9++EHmGSYOWq1WL3Z7FmcV5CeJE3oUTUfRdRQUUgVSsiwAzp8/39bTMUCr1XLKlCmyz/HFixei1Y2Pj49dOA4bY8aMGSJ2udqyLFy4UIw5c+ZMWcZMDHSdQ+VI6gkODhbJPIUKFeKjR49kmGXioOteIUfsGzduFEkDP/74o10m80jotn+29vMeHh4u1nre3t5257wbm9WrV4vY43MpMoVDhw4JZ56RI0fa9WtOxiR3SLFbU1wUHR0t9gGyZMnCGzduyDjLxGHDhg2yaDGXLl2ip6cnAbBHjx52/5qT5F9//SVit6btmlTs5uHhYVeu6vGhG3vsdnum8vr1a9GpoGnTpnafzCOxfv16EXtsF0KFlI29JvTUBPA3gBAAkwE0+/9tBodc50ythyL8KCjYBt3M5wwZMvDUqVO2nlKc6LpXuLu7Wz1X3czndu3a2fXFkkajEa1JPDw8ePr0aYvH0mq1otdrmjRp7M6uNDa6zh3Wxv7o0SPRWq1Ro0Z6bdfsEa1WywEDBsgSu1QhJZf7SWKj1WrZv39/Efu5c+csGufDhw8sVqwYAbBChQp2014sPrRard573tKN7v/++08Ip/FVwdoTWq2Wffv2Fa5kt2/ftmiMpk2bEgALFy7MwMDARJip/Gi1WvE97+npadFmxP379+nu7i5LZVRSohu7l5cXg4KCzB5Daivn5eVlUputkSNHsm7dusyVKxfd3NyYMWNGli5dmpMmTeLbt2/1Hnvnzh3OmDGDderUYa5cuejs7MysWbOyWbNmVjvnabVa+vn5iUQkc5NMw8PD6ePjQwD08/NLUOwzJ+4nT56I9hfZsmWji4sLs2fPzurVq3PlypVWXzdptVrRcq5kyZJ2VVGukLgkcUKPoukouo6CQopHcuZxcHCwSxdWXaSCAwBcsWKFVWO9fftWOPOULVvWLl1Ydfn9999F7CtXrrRqrD///FOMJbfrT2KwbNkyMV9j7bdM5dOnT6xevbpI5nn58qV8k0wkVqxYIUvse/fuFW22pkyZIt8EExHd2C39btJqtfzmm2/EWs/ek3kkli9fLmK3tM3w7du3Rfudfv36JYvEDlL/826p/jhx4kQCMU79Fy9elHmGiYfklqxSqSwqVvr06ZNwmm7Tpo1dO/PERordycnJotds9+7dZhW12oumQ5KLFy8W+yx37twx+/lS8lq1atVMarNlT7qO5EqWIUMGu3bJVpAXe03o0QLQ/P+/0v8bPeQ6Z2o9FOFHQcE2SC4YadOmtXsbQzImuUNybMmQIQOvXr1q0TjPnj1LdpnPGo1GtCLKkCGDRRvd5OcqLmdnZ+7evVvmWSYOGo2G3333HfF/y82nT5+aPUZUVJR0scFq1arZrTNPbHRjz5o1q8GFuSmcPn1aVMisXbs2EWaZOOgmHObLl48fP340ewwpScDHxyfBv93bt2+5bNkytmjRggUKFKCbmxvTp0/PatWqcfny5UZtjSMiIrhgwQJWqFCBmTJlooeHB4sWLcrvv//eqkpBjUYjnLl8fX3N3uh++/Yts2XLRphg+2pJ3B8/fuQPP/zAokWL0tXVlZ6enqxbt64sbl8ajYatW7cmAFatWtVsAWP16tUiKcaU18CchbDEyZMn2bhxY2bMmJFp0qShr68v586da7XYotFo2KRJEwJgkyZNzBLsNBoNa9WqRQD89ttvTXquObFHRUVx3rx57Nq1K0uVKiXEZEsrkGITHR3NGjVqEAA7duxo1nMDAgLEfEx1GXR2dmalSpXYrVs3jho1igMGDBDtunLkyMEnT56Ix7Zr144AWKxYMfr5+XH06NH85ptvhO25tRWnkZGRwlFqwIABZj1XcjcqUqSISS6D5sR9+PBhpk+fng0aNGDv3r05ZswY+vn5MXfu3ATA2rVrU61Wmx2vLqGhocyfPz8BcOLEiVaNpZB8SOKEHkXTUXQdBYUUzapVq6zeME9q5s+fLxKQNm/ebNEYkZGRov2Oj4+P3SfzSMybN0/Ebmm72ePHj4vrUDlbOSU2klOPg4ODxYVl3bt3JxDTZsuenXliM2fOHFFgdeHCBbOfHxgYKJymhwwZkmwSO8jPCYdubm68deuW2c+XkkNM0YDtSdMhyVmzZllcsBMdHc2qVasSAFu3bh1vmy1703TIzwU32bJlM1vHvHTpkmjlY4pTuz1pOuRnd3RLCnaGDBlCACxRooRJRaj2pOmQn/eZzC3YCQkJEQW4prYQtydNh6TQr6tVq2bW+2jjxo2ioPPBgwcmPceedB2tVsuvvvqKQEz3i+T0+6RgOfaa0DMJwERTDrnOmVoPRfhRUEh6/v33XwLWtzZJatRqtajOKF68uNkuK1qtVmyY1qxZM97MZ0sWRbGRBAcAvHv3rllzjY1arWbz5s0JgFWqVDF7oXHv3j3h3pCQFaK5sT98+FDEaexo166d2fHqolar2ahRIwLgl19+afYFotS/3Nvbm8HBwfE+1tLXXavV8o8//mCtWrWYMWNGurm5MW/evGzTpo3FCVhkTOw1a9YkENNH1xzCw8NZtGhRAuCIESMSfLy5sXfp0iXe1x0A69ata9acdYmKihJ22v379zfruQcOHBDJa6Yk/0kVk9mzZ2eHDh04evRoduvWTVjdtmrVSu99p1arWa1aNQJg0aJFOWDAAA4bNky8Vp6enrx+/brZMUuEhoYK+3hz2+i0b99efMcl9D1lbtzBwcEsUaKE+A4eOHAge/TowSxZssi2EH737p1Iuvzll19Mft7z58+ZIUMGwozqR3MWwiS5detWOjo60sPDg927d+fw4cNZpEgRIbRZi24Mf/zxh8nPW7BggUj8M3VDw5zYg4ODxWc6W7ZsYvEvp/hz9+5d0Sd+69atJj1HrVazXLlyBGIcakwlrt/+sWPHEgD79u0rblu1apXRCrMjR47Q2dmZLi4uVrf40hUtTa3kO3v2LB0cHOjg4GCya6E5cUdGRhr9/oiKimLt2rUJgH///bdJ542PI0eOEP+v5FNab6UOkjihR9F0FF1HQSHFcuvWLbq5uRGwvq1LUiO1CEufPr3B9bYpjB8/ngCYJ0+eBDfK7U3XmTBhgtnX7RKfPn1iwYIFRWJHfNibpkNStBnOmzev2QU7u3btEhrmtWvX4n2svWk65OeNblM36nXn1KpVKwJgvXr1Eny/2pumQ1IUJ5qrYz5+/Jjp0qUzScMk7U/T0XUPbty4sVk6ppQIlSNHjgRbiNujpqPRaETBTocOHUx+niXFLvam6ejG8P3335v8vBMnTlClUtHR0ZHnz5836Tn2puno6pgTJkww+Xk9evQgAFasWNHk5BJ703SCgoLo5eVFwPTWmq9fvxafO3Pc9uxN19HVMZNLcrmCddhlQo9yKMKPgkJK5c2bN8yaNSsB03ramrsgTGw7P10LyrFjx5r1XKmCzRQrQHMXRbHZtm0bAQiLVGuFHzLmAjxHjhwEwNmzZ5v8PI1GIxalpiymzI1dEn9KlSrFiRMnGhz//POPRfHq8uLFC2bMmJGAeRbVV65cEZUHpth2WvK6h4eH8+uvvyYQ45TQv39/jh49mp07d2a+fPksrr6T0E3G+vfff01+3siRI4U4YYptp7mxb9myxejrPXHiROG6MGvWLItilrh8+bLY6Da1ku/Dhw/09vYmENNb3hQOHjzIbdu2GXyfvXz5Uix0N23aJG6XqiiMiWqSSNutWzeTzh0Xx44dEwt6f39/k54jJWumSZPGJDtqc+MeNGgQAbBly5Z6C+3Xr18zb968dHZ2tshiNjbbt28nEFPJZ4p4qtVqxWfQnKoQcxbC79+/Z5YsWeji4qInsISHh7NKlSoELLfT1kXXZciUSj7dVlvmfD+YKwLs2rVLiBySBbac4g/5uWrZ1NZbUuVfnjx5+P79e6vPf/nyZQJg/fr1TXp8gwYNDD4jliL9TU2p5NNttTV8+HCrz21u3NLr9NNPP1l9btLySj6F5ElSJvQoh6LrKCikVKKjo8X1Z9euXRN8vL1pOlqtVhQrNWrUyKyNbn9/f1FVf/To0QQfb2+6TmxnTXMYPHiwyUkh9qjpWFqwExwczJw5cxIAZ86cmeDj7VHT0U3GGjdunMnP+/vvv8X7zxTHGHvUdN69eyd0TFMLdrRaLRs2bEgAbNGihUnfEfao6VhSdHT79m2RrLljx44EH2+vmo5uwc6WLVtMeo45a2IJe9R0zC3YsXSfwx41naNHjxIwvfWWbqstaxLoJGyp6UjXC6a23pJabdWtW9ek5OKEsKWuI+mYSuut1EGyTegB4ACgeVKeMyUeivCjoJC0SO4NtWvXNumCwdwFYVK0abAkc/3Zs2dizqZkDJu7KNLl9evXzJYtG9u1ayfEGjkSekhy586dYqPbVMtaqVe9qXan5sYuiT9dunQxKxZzWbt2LYGYSj5TWm/pttrq06ePSeew5HXv168fAXDMmDFxZr5bi/Qamtp6S2q15eDgwDNnzph0Dmve87oEBwczTZo0dHFxkcX+XKrgNLX1ltRqq2zZsrL87aWkAd0KoRkzZhAA58yZY/B4f39/AuDXX39t9bkHDhxIwLTWW7qttuSoqjIWt/Q+MFYVKfVOHjp0qNXnJj9X8pnSesvcJJiEMLYQXrFiBQGwc+fOBo8/ePAggRhXJGvRTU5KqPWWRqMRVTXmbgjEhSkiQGKJP7qVfAm13rp586bZrbYSQnJzM/U9LDn+xXYUkn4Tvb29TT63biXfoEGD4n3slClTxGaDKa22EsKcuKOjo4W4vm3bNr37LImb1G+9lZxaRyhYhr0l9CiajqLrKCgkR2bPnk0gpgI/IQda0j41Hd2CnRUrVpj0nMjISPr6+hIABw4caNJz7FHX0U3IN7XtmG6xhyltm+xV09Et2DHVLVxySKpUqZJJDi/2qukcP37crNdQt9XW4sWLTTqHvWo6O3bsMEvHlFptffHFF3z58qXV57elprNmzRqTtQrdVlvGdAdzsbWmI7VYNEWLtsS1Nj5sqemQ5KRJk0xOTho6dCgByzoRGMOWmg75WcdMqGAnNDTU7FZbCWFLTYf83HqrRo0a8Wp50t6OOa22EsKWuo5u6622bduaO3WFZEayS+gB4A3gRwDPoPRbV4QfBYVkhOTe4O7uzvv375v0HHMXhEnVpkHqLWvKBa9uq62vv/7a6p6exhZFurRo0UIsWORO6CHJrl27EjDNslbX3cXUqoj4MBZ7Uok/Wq2WzZo1I2Ba6y3dVlsfPnyw+vzGYr937x4dHBxYoUKFRO0Vq+uylFDrLd1WWyNHjpTl/Am953WRko/kSjAwp5JPqgYxtdWWKcycOZMAOHjwYHGb5CDToEEDg+87KQFp3rx5erdbsijStaydPHlyvI/18/MTAoQc1R3G4pYSKIwlEUgL0lKlSundbulCWLf11pIlS+J8XEREhLCpNbXqLSGMLYQ7duxIAFy/fr3B49VqNd3d3enk5KT3e2Rp7LqVfLt3747zcfv27SMAZsmSRRahlTRNBDBF/LE09rt374qKxBs3bsT5OOn9bk3V5KxZszhx4kQOHjyY1atXF6LT69evE3zuo0eP6OrqSnd3dwMbdEtjv3jxohC647JWj4yMFFbOprjOGcOcuN+8ecOJEydywoQJ7Nu3r6gs7tChg8FvnqVxk5+/P3Lnzm31BqGCfWMvCT2KpqPoOgoKyRXdVls7d+406Tn2qun8+eefBExvvSW12ipQoIDJ7g3xYUtdR9o4N6X1lq67i7ntmI1hS02H/LxeNqX1lm6rrfjWBqZiS02HNM9lqXXr1mJTXo552VLTIT+396pSpUq8esWLFy/MarVlCrbUdHRbbzVr1izexy5dupSAaa22TMHWmo5uwU5CLbLr1Klj8vvTFGyt6egW7MTngPLy5Us6OzvTwcHB5ILlhLC1pqNbsBPfZ3jJkiUEwDJlylisAdibphMUFCQSMU+ePBnn46RkGmsKmuxN13n69Kl4L1vSTlUh+ZAsEnoAOAJoCWAPgGgAWgAaAHsT65yp5VCEHwWFpCEoKMisVlumYM6CkJTXzk/XkjIhy9p169YRkM/6z9iiSEJq6yUlz8Qn/Fh6kaTbeishJw4pQ9qcvsXxYSx2KY4GDRpw8eLFnDp1KhcvXswrV67EOY6lsetW8sVn+/z69Wu6urpatekZG2OxSwulBQsWMCQkhGvXruW0adO4ZMmSOMU+S2PXTc6Kz3VHeg8WKVLEpFZbphDfez42UtWksYo7S2O/fPkyHR0d6ejoGO9nWHI2GT9+vFnjx4VarRb9xffs2SNu12q1bNmyJQGwWLFiHDhwIIcPH846derQ2dmZ33//vUGynaWxHzp0iEBMdVpcbhxBQUEmJUGYSlxxSwk2xqxwJVHa1dVV73ZrNvklkb948eJxipjSY0qVKmWx0GnKQljqRR5XNWXx4sUN/v7WxD5t2jQCYNOmTeN8TIsWLaz+TbVEAElM8Yf8nKwTV8/5kJAQ8V148+ZNs8eXkBytpOPLL7/kq1evEnxeREQEq1WrRsC47X9UVBRv3rxpUtu72EjCjrFKUfKz7X58n4mEMCfumzdv6j1WpVJx+PDhRquUrYlbo9GIa7rY1XEKKQtbJvQomo6i6ygoJHc0Go1ZrbZMwZaajm7rrYQKdgICAujo6EiVSsVjx45ZfW7StrqObuut7777Lt7HSu1/TEkCMQVbazq6BTujR4+O83FarZZFihSxetNTF1trOrrJWQsXLozzcVeuXCEQ495gSqstU7C1pqNbsLNr1644HyetNRNyqzUVe9B0nj9/Ltavcek1Wq1WaApyJDLZi6Zz48YNAvEXrUiP8fDwYEhIiNnnIO1T05EKsOIrWpG+f1q0aGH2+BL2qOlIyTpVq1Y1er9Wq2XJkiWtfr/bo6YzZswYAnG7Tt+5c4dATGsuaxL37FHX+fbbbwnIk3ysYL/YdUIPgPwApgF48X+xRwMgEMAUAN5yny81Horwo6CQNEhCTY0aNWRxbyDNWxAmRpuGEydOEIhxHIrrol+r1QqxYOnSpWaNb4y4FkVkTHZ3+vTp2alTJ3FbYiT0kJ/dlry9veN06bl7965YOJmSnZ4QccUuxWHsqF27Nh8/fmwwljWxS4vM+KxQJfvcJk2amD2+MeKKXXIMmjp1KjNlymRwgdyvXz/ZRACSHDFiBIH47XcrVKhAQD63kvje87E5deoUAbBw4cJG77cmdqm/8KRJk+IcW6VS0cXFRZb3O0kOGzYszveRVqvlpEmT6OjoqPe616tXj6dPnzZ4vKWLIq1Wy3LlyhGIu13gL7/8QgBs2LChWWPHRVxx9+rViwDYpk0bvff127dvmS9fPvE30E08smYxGBkZKRapR48eNfoYyZLamu93UxbCUrJBXKKuNI9Tp06J26yJPTAwkC4uLlSpVHz48KHB/U+ePKGDgwOdnZ2tsiG3RAAxRfyxJvZLly4RiKnWNla1K1WM1q1b1+yxjfHq1Sv++++/LFy4MLNnz05/f/84HxsdHS2+i9q1ayd7Fe/WrVsJgIUKFTJ6rSY5tcW3AWAq5sb9+PFjzps3j+nTp2flypUZFBRk9Rx0mTNnjthIUki52CKhR9F0FF1HQSGlsGfPHgKgl5eXLO4NpO01nZcvXwpnyrNnz8b5uB49ehAAe/fubdb4cWEPus69e/fo5ORER0fHOFvxREREiMI8OdrQ2IumI+kG8RWtHDhwgECMW4kcLa/sRdP566+/CMSfoC+1EZfLrcReNB1Jp4urlVVUVJRIODl8+LDZ4xvDHjQd8nPRSlztAiW3aS8vrwTbrZuCvWg6JNmgQQMCcRetfP/991Z/v9ujpqPRaFi4cGECxh3z1Wq1aDllTRtxe9R0Pn78yPTp0xMAL126ZHD/yZMnCcS4TcuRqGpPms6jR4+ENh0YGGhwv9Rxonv37rKcz550nWPHjhGIabMnx/eYgn1idwk9AJwAtAGwH58rtyIA/PP//18qx3mUQxF+FBSSCrVaLayUrblIjD1mfAvCpGrTULduXQLgr7/+avR+aTGaOXNmWS4S41oUSRVWsa1R4xN+rF0YSK14tm/fHu9crWlJYmy82LEHBgZy/Pjx9Pf3Z3BwMIODg3n06FFhmVqwYEEDS2xrYv/w4QPTpk1LAAwICDC4Pzo6mnnz5iVgug15QsQVe+XKlQmAjo6ObNSoEQMCAvjx40cePHhQvOcnTpyo9xxrYr937x5VKhVdXV2NWnOfO3eOAJgxY8Y4hTFziU8AiY3UDm7WrFlG77cm9sOHD8cr6I0ePZoA9IRXa5D6fRctWtRggRMeHs42bdowbdq0XLx4MV++fMn3799z165dLFiwIJ2dnWV1mZB6fVeqVMngPo1GI95r//33n9Xnii/uly9f0tvbm0BMheigQYPYq1cvZs2alQUKFBBVZ3Iu3CRr/Xbt2hncp5v4IYftfnwL4YTEH6la2pjwZymSJfSYMWMM7vvhhx8IyGeDbo4IkJj91iUkMS12uzWtVitaCuq2hpCDR48e0cXFhcWLFzd6f3R0tKg4atu2baK0horvei0gIIAAmDZtWr5//162cyYUd2w2bNhAIOEWiOby7t07pkmThgB4+/ZtWcdWsB+SKqFH0XQUXUdBISUiJR5MmzZNlvHsRdORilbiaveUGNcI9qLrSJuKsTUDifXr1xOIcVuQY9PRXjQd3aKVP/74w+hjJPeUhFpPm4q9aDoJFa28f/+eHh4eBIy7qFiCvWg6r1+/jrdo5Z9//iEA+vj4yPJ+tydNJyHtol27dgTkcZu2N00nvqIV3cSPy5cvW30ue9N05s6dS8B40cqWLVvi/LtYgr1pOlKilrF2a/FpXdZgD5oOSdFmb/r06Xq3f/r0SSQxx+UUZSn2oOtotVpxXfnXX3/JNq6CfWE3CT0ACgGYiZhqLc3/hZ4LAAYA+OL/j1HEH0X4UVBIdiRU8W0JCS0Ik8rOb9OmTWKhYmzB16lTJwLxW/maSnyLotmzZxtNIJG717ous2bNIgA2btzY4L6wsDDRmkqOPrzxxR4XarWalSpVImDYe9pa+vXrRwDs16+fwX07duwgAObLly9O9yJziC92yQ0nV65cBgk0ly9fpoODA9OlSyfrYrhx48YEjNuCduvWjQA4bNgwWc5lzusutcFxcXExmmxkLVqtlj4+PgQM261FRESIPsW61TSWsmDBAgIx1svG3E+kxa+xlneXL1+2WMyOi/gWfXv37iUA5smTx+r3e0JxkzEi3MCBA5kvXz46Ozsza9as7N69u3BI8vT0tGoOsXn69CkdHR3p5ORkMKeEqtwsxdhC2BJ7ZmuJq2pJVwSWq+WAhCkiQFKIP1IrtdibF1ILOrkqdWMjOfrF/g5Tq9Viw6VDhw6y/LbExU8//UTA0HZb+t3r27ev7OeMK25jhISEEIDJQpE5dO/enQA4ZMgQ2cdWsA8SO6FH0XQUXUdBIaXy6NEj4c5orOLbEuxF09EtWnn79q3B/fFtiFqCPek6UtFK9uzZjf5dpfYpixcvtvpc9qbpSEUrFStWNLhPdw0YX8ttU7E3TUcqzjBWtCKtyWvXri3LuexJ0yHj12ilBLLffvvN6vPYm6ZDxu0u/OLFC+HW9fTpU6vOYY+aTnxFK1JrpmrVqsl6TnvRdOJLSE3IuchS7EXTkVqpxe6qoOtGLVdLQV3sQdPZvXu3+A7RPU98v3tyYA+6zqJFiwjEdAhRSJnYU0KP1EP9JYDZAIrH8RhF/FGEHwWFZIVkiyzXRaI5C8LEtvOLiopijhw5CBj2d06o+sMc4lsU3blzh66urkadcBIzoeft27d0dXWlSqUyEM6knu8VKlSw+jymLAjjYtmyZQTAli1bWj0PXXSdCj58+KB3X5MmTQjI02c9odilz1bPnj2NPl9yUZKj0kRi+/btImFJN0EvKCiIbm5usr3fzH3dpcfL5RhiDKnVTp06dfRulzb/S5cubXUllyQYlyhRIk6xXKomvHr1qtH7v/jiCwIwKkhbimTL2qNHD73bmzdvTiDGItwaTIk7PqREi/r161s1D2N88803BMApU6aI2z58+CCqx27evCn7OWMvhKUKovXr1xs8Vq1W093dnU5OTrI4wUlotVqWKlXK4LxSy8USJUrIbg9MJiwCJIX4ExERwSxZshgkpUoJH3FVMVuL1NJAtyI7MjJSfM46d+4sW2J0XLx69YpOTk50cHDQE76ka52LFy/Kfk5jccfF9evXCYClSpWSfR5nzpwRv28KKZMkSOhRNB1F11FQSJGMHTtWbELJgT1pOuTnopXYriAajUa4KhhrWWIu9qbrxFe0cuXKFQJgunTpjLahNQd71HR0i1ZiF6FNmDCBQExbIGuxR01Hap8cu2hFq9WyWLFiBMCNGzdafR571HTiclGXNv89PDz01kCWYK+aTly61ZQpUwiA33zzjVXj27OmIxWtNG/eXO/2MmXKEADXrVsn+zntQdMhP2sYQ4cOFbc9evSIAJgmTRrZWmjqYg+aDvk5SU83KXXhwoUE4m69Zy32oOloNBrmz5+fgL4Tm+Tck1h/d3vQdT58+CD2JuT8/lSwH+wtoScawAoAleN5jCL+KMKPgkKy4c6dOwRANzc3WUQXa4SAxGrTMGnSJAJg69at9W5PqD+zqSS0KJJsMk055BChdOnSpQsBcPjw4Xq3S1VGq1atsmp8axeEkjtUo0aNrJqHMWrWrEkAXLhwobhN6lUbV0sqczAldslCNPbfX0KqAJHTsjU6OlpY5Opao0uLIjn+1pa87lLigVy9zo0hVYwB4P3798XtUhJX7PY85iJ9Z5QuXTre949kIXrw4EGD+yIiIujk5EQABslm1nD79m0hcEkVHpGRkXRxcSEAs7+PdTE17vho3769LN85xti1a5dBguL+/ftlS1o0RuyFsFRJ07lzZ4PHHjx4kABYs2ZN2efxyy+/GAjMUjX1hAkTZD8fmbAIkFTijyR86VZN+vr6ErDcievmzZtGPysajUZslFWtWlXcHhERIb5fevToYZLwY02FuoT02yF9n758+VJs6FgiPpkb95kzZ/jp0yeDx3/8+JH169cnAI4dO1bvPjniVqvVooJR7o1CBfsgiRJ6FE1H0XUUFFIUERER4vrsxIkTVo9nj5qOVLSSP39+vWsd6Zo/V65cVrfGsFdd57fffiNgWLTSp08fAuCAAQOsGt+eNR2paEU3iSo6OppeXl6yaAv2qumQZIsWLQjoF+ZIye1eXl5Wu5Haq6aj1WpFsoFuEpvUattYex5zsGdNR9dZWredmvQei+0MZg72rulI61lXV1fx3g4KChJJLXIn0ZD2o+kcOXJEvDYS0m/pV199Jfv5SPvRdCSdWvdvLrX1s9SJK7loOr179yYAzp49W9wmFWlZ2j40ueg6Uvu62I5cCikDe0roGQfgPj5Xdd0AMBJAdp3HKOKPIvwoKCQrpB90Y1VG5mKtEJBYdn7Pnz+no6MjHR0d9TaApEXijh07LB7blEXRpUuX2KNHD6OHJES0adOGPXr04KVLlyyeizFOnz4tBC6JwMBAsfEf2zLYHORYEI4ePZpA4rQIWbNmDQF9i3DptthVH+ZiauySuPXll18a3BcREUFPT0+rky2MIX2uR40aJW6Tqk2steO25HWXhKfChQtbdW5TkCoapAoerVYrnDwePHhg8bhSVVS5cuUS3Eju27cvAbBevXoGwoP0no+daCLHokhK5Lp27RpJ8uLFiwRi2ilaijlxazQao9WhUtVm6dKlDYRHOeKWfjtcXV2F1bn0PrVU4DZ3Ifz+/XtmzpyZLi4uehWk4eHhYrG6YcMGvbHkiP348eMG4k/t2rUJgNu2bbNoTHNjj40p4o8csccWf8LCwujo6EgHBwejooQpzJ07l05OTqxbty579erF0aNHs1u3bqJ6ysvLS09clcSmzJkzc8KECZw4caLBEVvwfvjwIQHrLNpjiz9SK0lLrffNjbt58+b09PRks2bNOGDAAI4cOZLt27cXVdRVq1Y1+C6QI27ys/izf/9+q8ZRsE+SIKFH0XQUXUdBIcUhuTPGbkVqCfaq6egWreheW/Xo0YMAOHnyZKvGt2ddJyQkRCQ0v3r1StyeK1cuArDqXPau6UgOAVmzZhXvbem2XLlyWfV+t3dNZ/PmzQT03VDmzJlDAOzVq5dVY9u7pjN58mQC+o4lX375pUGSj7kkB02nZcuWBMDVq1eT1C/SstSZKDloOiSF25r0nSYlbFapUsWi8ZKLpvPx40eqVCo6OTkxPDycJDl8+HACljsPJxdNR/pe0b1msLZIK7loOtJnqn379iRjWusBYPr06S12CEouus6AAQMIgNOnT7d4DAX7xW4SesQgQCMAmwBE/l/sUQPYCaCtIv4owo+CQnKjbt26BMCtW7daNY4cQkBitmmInf0bHh4uWlaEhoZaNKY5i6K4iM+aWY6LY41Gw7Rp0+qJP5KbhTWVBebEfubMGaP9xA8ePEhXV1cC4MmTJ/XukyP2+/fvEwCzZcsmhJ6BAwcSsK79kDmxR0ZGMn/+/FSpVAaZ5+PGjSMA1qpVS+92OWKXqgd1xZ+iRYsSMLSrNgdL3/OSk4Zu5YEx5IhdcuSSxJ8nT54QADNmzGix4PfHH38QAB0dHTl48GCjCzzdKqVnz54JgTVv3rzs06cPhwwZwooVKxKIqTCKvTiVY1HUqlUrPfFHWiBaaoltbtwfP36ku7s7mzdvzmHDhnHYsGEi5gIFChhtbSjXJn/BggUJfG431Lp1awKWV4+ZuxAmYz53jo6O9PDwYI8ePThixAgWKVKEQIxDXOz3nxyxxxZ/NBoN06dPTwB8/vy5RWNaEvv06dPZpUsXdunSRVRuVq1aVdwWWwiSI/bY4o+UwOrr62vxmAEBAezXrx9LlSrFTJky0dHRkenTp2f58uU5ceJEg+896Tc8viO2CCdH7EuXLtUTf6TvvWHDhlk0nrlx79ixgx06dGChQoWYPn16Ojk5MUuWLKxXrx6XLFlitEJers+6Iv6kbBI7oUc6FE1H0XUUFFISI0eOJACOHz/eqnHsXdMxdg0gXXda40yUHHQdaXzJoePVq1cEYlqMW7rxlxw0Ha1Wy4wZMxIAnz59SvJzkZY17YeSg6ZjTMeQo0grOWg6UrGC9HeVo0gruWg606ZNIwAOHDiQpPVFWslJ0/n222/1kkimT59OwPIireSi6ZAUrRXPnj1L8nMrKkuLtJKLpqNblBUaGipLkVZy0XSkz7aUJCk5EVpapEUmH11n1apVBMBWrVpZPIaC/SKnpuMEGSC5F8BelUqVFUB3AD0BNAbw5f8/5KVVKlU5kv5ynE9BQUEhsSCJixcvAgDKlStn8Tg//vgjJkyYgHLlymHfvn344osv4nzs2bNn4evrC3d3d73bQ0NDMWjQIADAV199pXefWq3G/fv34ezsjAIFClg0x3LlyuH06dPw9/dHgwYNcPXqVURHR6N48eLw8PAwe7zVq1djwoQJcHR0RI0aNfDrr78aPCZv3rzo2rWrRfMFgOfPn8PHxwfe3t549D/2zjq6ia3t4rsOtMVdC8Xl4g4XKe52cXd3d3d/cXd3dykuxaF4sSLFihSoZPb3R785JE3aJmnSpun81pp1L8nMmfN0JjPn7PPIixdGtWFra4tChQrB09MTXl5eqFGjBq5fvw7A+GtuqO1DhgzB/fv3Ub58eaRPnx4AcOfOHZw6dQpA6P1TqlQpjeNNYXvmzJmRJEkSfPjwAb6+vkifPj28vEJfzdFlu6OjI9auXYsqVaqgevXqqF+/PjJlyoRr167B09MTKVKkwLJlyzSON4Xtsn1eXl4giZ8/f+LRo0dwcHBAvnz5jGrT2Hv++/fv2Lp1KxwdHdGmTZsIz2EK24sUKQIA4lrL/y1SpAhsbGyMatPHxwcAoFKpMHfuXJ37lCtXTtieLl063LhxA9OmTcPBgwexevVqSJKENGnSoG3bthgyZAhy5sxpVF8ionDhwti5cye8vLzQunXrKP/WDbXbyckJTZs2xfnz53H8+HEAgLu7O8aNG4f+/fvDxcXFqH7oQ+HChfH06VN4eXmhYMGCUf6tV6pUCZ07d8aFCxdw+/Zt+Pv7w9nZGdmzZ0erVq3Qu3dvrXddvXr1cPbsWUyaNAk7d+7Enz9/kDVrVsyePRu9e/c2+v6LCBcXF+TMmRPe3t64e/cuEidOjO/fvyN16tRImzatUW0aY/uRI0dw9uxZjc8uXryIixcvin937NjRqP6Exz///AN7e3t4e3sjICAgytccAPLmzYuFCxfqvf+ZM2cMPoebm5u8uG00so3ybzyqthtqd82aNbXGapFhCrsBzfebgoKxKJqOgoKCNWGKMVBs0XSAv/b++fMH9+/fh62tLQoUKGBUm7FF1ylcuDDOnj0rNB35b1CoUCHY2toa3F5s0XRsbGxQqFAhnDx5El5eXkifPn2061kxpemkT58eKVKkwMePH/HixQtkzpw52vUsmejWdGT7bty4AUmS4Ovri48fPyJp0qRwc3Mzqs3YpOkAf59zcU3T2bJlC7y8vNCxY8c4o+kAoTZ6e3vDy8sLRYsWjfJaTWzRdOLHj4+8efPi9u3buH37NmxtbaFSqZA3b16tMYa+xBZNJ0+ePHB0dMTjx4/x7du3GNGzYkrXUTQdBb0xhVeQrg2AB4CtAP7gb/rmmwB6mOuccWWDEsmloGA2nj59SkAzfa2hGOrtH1Pp/OR+NmrUiCS5aNEiArpr4+qDnH4yoi1slI4uIorkMpWnv1x3XE5DXbduXQLghg0bjGrPUNtXrFjBmjVrMlOmTHR2dqajoyMzZMjAxo0b09PTU+c5TGW7h4cHgdAMVCEhIUyQIAEBGB1xaOx1v3//Phs3bswUKVLQwcGB6dOnZ+fOnUWUmTqmsD1sBJOnpycBMCrvU2Ntl39r+mSJMYXtcu1tV1dXqlQqETU3dOhQo9uMLRw9elQ8R8m/tdbNWePeUpgxYwYBsGvXrhq11nVFlFgbrVq1IgAuXrxY1FqvVatWTHcrWpAjxy5cuBDlWuuxibCp16Naaz02cefOHQJg5syZY7orCmYgujL06NoUTUfRdRQUYiO6MpgYSmzRdO7evasxBrhy5QoBMHfu3Ea3GVt0nY0bNxIA69SpQ/JvlpV+/foZ1V5s0nTCZqAqXbo0AfDw4cNGtRdbNB1Ss8zU9+/faWNjQwcHB60SUPoSWzQdkhrzG7msYOXKlaPUZmzg06dPBMAECRIwJCRElFqeMWNGTHfN7Jw6dYrA31JmmTNnJgDeuXMnhntmfubOnUsA7NChA588eUIATJMmTUx3K1qQs3/Nnz+f//vf/wiAbdq0ieluRQvqmm3t2rUJgJs2bYrpbpmd4OBgUUr006dPMd0dBRNjcSW3IjwBkBzAQADesghk7nNa+6YIPwoK5mPr1q0EwBo1ahjdhqETwphK5xdW/JEHjPPmzTO6zdjChg0bNMQfOW2st7d3DPfM/KiLP3L674wZM8Z0t6KF6tWrC/Fnzpw5BKJeaz22IIs/Dx8+NEmt9diCuvjz69evKNdaj02oiz8nT54kAJYoUSKmuxUtyOJPp06dRD30qJZciC3ITjyLFy9mqVKlCIBnzpyJ6W5FC3JteXkxy8bGxuiSC7GJwMBAAqC9vX1Md0XBDMSkQ4+8KZqOousoKMQmdJWZNpTYoumoLwB9/vyZCxcuJAC2atXK6DZjCw8fPiQApkuXjmTUg7RiE+q6pXqQlp+fX0x3zeyMHDmS+P/gJFMEacUm5MXtjRs3xqkgLZLMlCkTAfDevXtiwf/UqVMx3S2z4+/vTwB0cnKin58fEYeCtM6dO0cALFiwoHBgi8paTWxCduLp2LEje/XqRSDy0n7WQrt27QiAS5cuZYECBQiA169fj+luRQt58+YlAN66dSumu6JgYiyu5FZEkPwEYCaAmTY2NuURmrpZQUFBwSKJaupOABg7dizGjh2r9/4xlc4vZ86ciB8/Pnx8fPD582eTpDKMLainMvTz88ObN2/g4uKC7Nmzx3DPzI96+aUcOXIACE1LHRcoXLgwDh8+jBs3bsDPzw8AjE5FHtsoWLAg3r59i3v37uHJkycAQlOPWjvJkiVD6tSp8f79e9y/fx9BQUFImTIlEiVKFNNdMzvZsmUDEJri+/PnzwAg0sFbO+nSpQMAfP78GfHixQMQei/EBWQ7f/78id+/fwMAXF1dY7JL0YZs57dv3wAA8eLFM6rkQmzDwcEBtra2CAkJQUhICOztzT7FV4hjKJqOgoJCbEJd0zG2FEhs0XTs7e1RoEABUUo9Lmk62bJlg6urK3x9ffHhw4c4Zbu6pvP06VP8+vULGTJkQIoUKWK4Z+ZHvfRUxowZAcQtTWf//v24d+8enj17BiBuaDpAqJ0vX77EkydP4OvrC+Cv3mHNJEqUCClTpoSfnx+eP38OAEidOnWcmO/Jms6XL1/w/ft3AHFP0/nx44f4LK5pOr9//8afP38AwOhSY7GN+PHjA4CwW0FBF9GqcJI8Q7JldJ5TQUFBwRDu378PIG5MCO3t7ZEvXz4AwIMHD8SEME+ePDHZrWghe/bssLe3h6+vr6ifnDlz5jix8Ofu7g4AePv2Lb58+QIASJs2bUx2KdpIkyYNAODr169iYhS2RrK1kiRJEgCai/zmrPVtSch2yov8cW0y+Pv3b3HNZecWa0e288+fP8J2+e9h7ci2x8XrLl9jdYeeuICNjY3GdVdQMCeKpqOgoGDpxCVNB/hr5/379+OUpmNra4tcuXIBAJ48eYK3b98C+Kt3WDOZM2eGjY0NPnz4gI8fPwJQNJ24gKLpaM5x45qu4+/vDyDuzHEVPUvTdkXPsn7U73kFhfCw/pVLBQUFBQMICAgA8HeiZO3IdgYEBMSpCaGtra2Y/MXlRX7Z6zuuTAzUvd3jsu1xbUIo2ylH9cSVyaC6U4t8v8c123///o3AwEAAgJOTU0x2KdqQ7QwMDERISAgAxIkIPiA0Uw0ABAcHA4DRUfmxEdkhWZKkGO6JgoKCgoJCzPLz508AcU/TicuL/AEBAZAkCfb29mI8aM2oO3PLelZcm9srmk7c1HTUdcy4om3ItssObHHFbnU9S9F04qamI2cxjCu6jqLpKOiD4tCjoKCgoEZcmxDKA+SAgACoVCrY2dnFmUGiMimK24v8QUFBAABHR8eY7FK0oWtCaGdnF5NdijbkZ1pcW+SX7SQprrVKpYrJLkUbsp12dnbiNy7/5q0d9Web+u8+LiC/0+Q0zXEpVXFcE/UVFBQUFBTCI67OceOig4Nse1wL3AAUPUvRdOKuphPXFvllZHsVTcf6UTSd0Ge9+vgmLqBoOgr6oDj0KCgoKKgR1yaEsp2/fv0CEHcmg8BfW+WJcFyDpJgUx5UJoXpkQ1yeEMqTorg2IUyUKBGAuJO+VH0yGNdqMasvZsS1tLW6bI8r112+xuq/dVnwtWZCQkKgUqlga2sbJ6LSFRQUFBQUIiKuajpxcZE/rms6AOJc4Iai6cRtTScuz+8TJ06s8W9rR9Gz4vb9HhdtVxx6FPRBcehRUFBQUENdDIkLyBNCOVVxUFBQnFj8Av4OEhMmTKjxb2tHfXCsHt0UF9Ble1y57uoTg7hme9jfely539XrTatnY4sLyHbGjx9flFOUa85bO+plJGXHlg8fPsRklyJFkiTMnTsXOXLkgKurK4oXL44TJ07o3Pf+/ftwcnLCwoULtb7z8/MDACRLlgxJkyYFSbx588asfY8KprL7xYsXAIBUqVLFuUhVBQUFBQWFsMTVRX4nJ6c4N8+Tdbu4pukAf+d6cW2Oq2g6cdN2XVk74so9H/a3Htc0nXjx4sHZ2RlA3NN0nJ2d46ymkyhRIqRMmRIA8PLlS/N13ASYwnaSwk7ZbgUFXSgOPQoKCgpqxLVJkfqEUE7jGNdsV7J2AD9//ozJLkUbuiaEX79+jckuRRuync7OzkiSJAkA4N27dzHZpUgxxaRIpVKJCaGbmxvs7e3h5+dn0fe8qSbCPj4+AEIX+bNkyQIAePDggfk6bgJMZbu3tzcAIEuWLMidOzcA4Pbt2+bruAkwle23bt0CAOTOnRv58+cHANy4ccNs/TYFCxYsQL9+/ZApUyZ07twZ7969Q/Xq1bWumUqlQvv27VGiRAl0795d47svX77Ax8cH8eLFQ/bs2VG4cGEAgJeXV7TZYSimsBv4a6Nss4KCgoKCQlwmLkd0x9WFbmdnZ9ja2iIkJCROZOshKXQ7eW5vyfNbU6JoOnFP0wGA9+/fAwi931OnTg3gr95hiZjK7p8/f8LPzw/29vbIlSsXnJyc4OvrKxw+LBFF01E0HVNoG/nz548Vmg5gGtufPXuGb9++IXXq1EiTJk10dl8hlqE49CgoKCioIWeq+fz5cwz3JHqQJ4QuLi5ImjQpAMueEJpqcOzv74/fv3/DyckJmTNnBgA8f/4ckiSZtf9RwVS2P3v2DACQNm1auLu7A4g7i/z3798HAGTNmhV58uQB8HeiZKmYekKYJ08eFChQAEDcmBA+fvwYAQEByJAhA9KkSYO8efOCpEVfd1NPhIsUKYI8efLAyckJT58+tWjxx1S2X79+HUCog0NcEgGCg4Nx584dAEChQoVQpEgRAJZv++LFi1GhQgUcO3YMs2bNwtmzZyFJEpYuXaqx3+zZs3H37l2sWLFCKxON/DzLnz8/7O3txXWX7wVLxBR2A4pDj4KCgoKCgjqypvPly5cY7kn0ENs0HcB0c1zZzqRJkyJt2rQA/uodlogpAzdIIlWqVMiaNSsA4NGjRxbtzKRoOoqmY+wcV6VS4ebNmwCAAgUKxIr5val0jVu3boEk8uXLBxcXF/zzzz8ALPu6m0PTyZkzJxIkSICXL19a9HqNOQJ24pKm8/XrVzx//hzx4sVD7ty5Y4WmA5jGdvVrrmRdVogQksoWyzYAXoUKFaKCgoLpGTJkCAFwxIgRMd2VCFGpVJwzZw6zZ89OFxcXFitWjMePH9e577179+jo6MgFCxZofB4cHMx48eIRAL98+cIaNWoQALdt2xYdJhjFvHnzCICVK1dm//79mSFDBtrb2/PWrVsa+4WEhLBYsWL8999/KUmSVjsnT54kABYtWpQkmT59egKgt7d3tNhhDKayXb7HR40axU+fPhEA48ePz+Dg4OgyxWBMZXuBAgUIgOfOnePp06cJgEWKFIkuM4zCFLZ/+PCBAOjs7MyQkBDOnz+fANi+ffvoNMVgcubMyQoVKoh/P3/+nLa2tuzWrZvGftOnT2f8+PH5+PFjrTbWr19PAKxfvz5JskOHDgTAuXPnmrfzUcAUdpNky5YtCYCLFy8mSRYtWpQAeOrUKfN1PoqYwnZJkpgiRQoC4PPnzxkcHMz48eMTAD99+mR2G4zFFLbfvHmTAJg1a1aS5KNHjwiA6dKlE/v4+PgQANu0aUMfHx82adKEyZIlo5OTEwsXLsz9+/drtOnv78/p06ezQoUKTJcuHR0cHJg8eXLWrl2bly5d0mkLAJYrV44fP35kp06dmDp1ajo6OjJ37txctWqV1v7x48fnkCFDND5LmTIla9SoIf79+PFjxo8fnzNnztR5zqlTpxIAe/ToQZLcvn07AbBatWpWbTdJVqhQgQC4b9++cPdRiL0UKlSIALxoATqEsim6joJCbCDsGMBSMYWmQ5LFixcnAJ44cYKjRo0iAA4ePNjc3Y8Sppjj+vv7EwCdnJwYFBTEunXrEgA3bNgQnaYYhKl0jW3bthGAGDNmzpyZAHjnzp1oscMYTGW7+nxevgccHR0ZGBgYXaYYjKlsl3XLBw8e8MKFCwTA/PnzR5MVxmGKOe6DBw8IgBkzZiRJLlq0iADYsmVL83Y+CphK05k7dy4BsGPHjiTJrl27EgBnzJhhvs5HEVPZXq1aNY01ilKlShEAjx49ar7ORxFT2B4UFEQnJycCoL+/P1UqFV1dXQmA7969I2m92saJEycIgCVKlBB/PwBMkSKFeCZaq+0DBw4kAI4ePVrn9wqxG1NqOjEuYiibIvwoKFgSsUX8McWE8Pbt2wTALFmykKQQf8IOQiwJU00Mpk+fTgDiuNgg/pjKdg8PDwLgnj17SJJubm4EwLt375qv81HEFLb//v2b9vb2tLGx4Y8fP/jt27dYIf6YwvZDhw4RAMuUKUOSQvz5559/xD7WOinq27cvAXDixIkk/4o/rVq1smq7STJXrlwEwKtXr5LUFn+s1fZXr14RAJMkSSLee2HFH2u1fcWKFQTApk2bkmSE4k/58uWZIkUKFi9enH379mXr1q3p5OREW1tbDaevS5cu0cHBgR4eHuzcuTOHDBnCZs2a0dnZmfb29jx8+LBO2/Pnz8/s2bMzb9687NmzJzt27MjEiRMTANesWaOxf44cOVipUiXx7xcvXmg85yRJYtmyZVm8eHGqVCqdtv/3338EIP62YcUfa7VbkiQmSpSIAOjr66tzH4XYjeLQY72bousoKJgH+Z2vvgBkiZhC0wkbpLVnzx4CoIeHR3SaYjCmmOOeOnWKAFisWDGS5Pjx4wmA/fr1M2/no4CpNJ3BgweLIC2SbNSoEQFw9erVZut7VDGV7epBWiSZPXt2AuCNGzfM1/koYgrbwwZpBQQE0NbWlnZ2dvz16xdJ653jhg3SunLlCgEwV65cVm03qR2ktXz5co35vrXarh6k9ezZM5Jk7969CYCTJ0+2atvlIK1s2bKJz8qVK0cAPHDggIbt1qZtTJs2TSNIS5IkJkmShAD46tUrq7ZdDtLau3evzu8VYjeKQ08c3xThR0HBfOjy/rVETDEhXLVqFQGwcePGJKkl/ljr4JgkmzRpQgBcsWIFSW3xx1ptVx8Mv379muRf8UcekFqr7VevXtWY9JN/xR8vLy+rtn3ChAkEwL59+5JkhOKPtU2KypQpQwCiP7L4kzt3bqu2+8ePH7SxsaG9vT1///5NUtvZw1pt3717t1gckenVqxcBcNKkSVZte7du3bQi9mTxR35+ybYD4NixYzWOP3LkCAGwevXq4jN/f39+/PhR61yvX79mmjRpmDNnTp22A2CHDh0YEhIiPr9//z7t7Ow0nsMkOWfOHOFMPWDAAGbKlIl2dnZCmJ8/fz4dHR15//59nXZLkiQik2/fvi0+k993T58+tUq7yb8Rq6lTpw53H4XYjeLQY72bousoKJgHSZKYNGlSjQUgS8QUmo4cpOXu7k4ydJwS1rHdWue4M2bMINSCtA4ePEgA/Pfff63ablI7SGvKlCkEwJ49e1q17WGDtEiyWbNmBMBly5ZZte1ykFbZsmXFZ3ny5CEAXr58WcN2a5vj9unTh8DfIK2w94G12k1qB2mFdfawVtt1BWmtXbuWANigQQOrtj2sbkeS/fv319AxrFXbkNcn1J+jlSpVIgBu3brVam0PDAxkwoQJCYBv3rwJ9++jEHtRHHri+KYIPwoK5kN9Aejly5ckrXdC2KNHDwLgtGnTSGqLP9Y6OCZJd3d3AuDNmzdJhi/+WJvtz549IwCmTJlSTIrCE3+szfbFixcT+JuZhQxf/LE22+UMVOvXrxefyeLPxYsXNWy3pklRcHAwnZ2dCYB+fn4k/4o/tra2/Pz5s1XaTf4tK1igQAHx2a1btwiAadKkYXBwsNXaLjvvDB06VHy2YcMGAn9T91qj7SEhIcyYMSMB0NPTU3wuZ99r0aKFhu2ZMmXS6JdMxowZmSxZMp3nCIv8t5bHS+q2J0iQgN++fdM65t9//yUAfv/+XXymUqk4Y8YMZs2alc7OzixSpAiPHDki+uvi4qKRZStTpky0tbVlzpw5uWfPHuGolzRpUo3ykfIzfsSIEVZpN/k3NXPbtm316rtC7ENx6LHeTdF1FBTMR+XKlQmAu3btImm9mk7YIC1JkpgyZUoCf7MaWOscN2yQ1vv37wmArq6uVKlUVmu3riCtY8eOEQBLlixJ0nqvuRykJQfnkOTMmTMJgF26dLFq28MGaZFk69atCYD/+9//NGy3pjkuSZYuXZoANK6FnKnpxIkTVmv358+ftYK01MsxvXz50mptX7NmDQFo/G4ePnxIAEyUKBF//vxptbbL+u2cOXPEZ3IAds6cOTXWa6xJ2/D392eCBAkIgE+ePBHtys/4sKXUrcn2zZs3EwDz5s1r0ckFFIxHceiJ45si/CgomBfZ+zes+GNtE0L1WuvyMbL48/jxY6sdHH/+/JnA31rr5F/xx9nZmb9+/bJa29etW0cAGiLh8ePHCYRmrlGfGFib7bKn/7x588RncprzWrVqkbROAeT79++i5I56VKfs0BfWkcuaJkU7d+4U97Y6VapUIQDOnj3bKu0myebNmxMAhw8frtGunJVq165dVmn7z58/RfkhOfMWSf78+VNEvNy4ccMqbd+3bx+B0Aht9ff+ixcvaGNjQ0dHR3748EHYXrduXZ32lC5dmra2thqfnT9/nv/99x/Tp09PR0dH8RyTN9kxUN32/Pnz62y/RYsWBPSPmK9UqRILFizI4OBgkX2pW7duPHHiBBs1akQ7OzvWrl2bADho0CCNY8+dO0cg1In10aNHVmf3lStXRAYCOWpTwfpQHHqsd1N0HQUF8zF06FACoU69pPVqOt27dyfwN0iLJKtXr04A3Lx5s4bt1jTHlSSJWbJkIfA3SIsk06dPTwC8deuWVdotty2Pb+WFP1njcnR0tOqgFTkYrXXr1uKz8+fPEwDTp09v1UErRYsWJQBu2bJFfCY79IV15LKmOe6zZ89oY2NDJycnfvnyRbQ7bNgwAmDz5s2t0m6SnDVrFgGwatWqGudr2rSpeL9Zq+0lS5Yk8Df4UqZEiRIEQh05rdH2ly9f0tbWlg4ODnz//r1oNygoiGnTpiUAnjp1yio1nSFDhhAAK1asqHHsp0+fRGlR9czL1mT7/8/3uWjRIr3aVIh9KA49cXxThB8FBfMiR7PLk0RrnBC+evVKDBK/fv0qPpejnMaMGWOVg2P5bwNo15UvUqSIENqs1Xa59MrChQtFu4GBgUydOjUB8OzZs1Zpu6+vL+3t7WlnZ6eRvtLPz4+Ojo60sbGhj4+PVdouZyYqU6aMxrnk9Oyurq4aaYqtaVJUrFgxAppOXOTf6JZs2bKJrFXWZPepU6fo4OBAW1tbvnjxQuN4+d1RqVIlq7zmY8aMIfA3E486cs31Tp06WaXtcuSirghu2eFlypQpGhHqupDfEzK7du2ira0tEyRIwLp167J///4cNWoUx4wZI/Y9ffq0lu3lypXT2X6bNm0IgD4+PpHavWzZMtrb24uFmlKlSjFr1qxi8eLnz590dXWlra0tbWxs+PTpU43jJUlivnz5CEC8+63F7oQJE7JUqVIEwCJFikTapkLsRXHosd5N0XUUFMzH3r17CYRm8rDWoJXg4GDhwKKenXH69OkEtINWrGmOe/HiRQJg8uTJRZAWSXbp0oUA2KtXL6u0m/xbeqVdu3Ya55ODVmbNmmWVtoeEhNDNzY0AeOjQIY125aCV3bt3W6XtcmaiJEmSiJLpJDWCWdSDVqxpjtu2bVsNfV5GDlpxcHDgtWvXrM7umzdvMmvWrATAvXv3ahzv6elJwHqDVrZs2ULgbyYedeQg1YIFC/L58+dWZ3vHjh0JgM2aNdM6fuzYsQTARo0aWZ2mkzBhQhGAt2PHDq025OfAwIEDrc52FxcXAqCLi4vGe0PBulAceuL4pgg/CgrmRT0C4OPHj1Y5IRw5ciQBzZqsJHn69GkCoSVZHj9+bHWD41u3bjFnzpwEwO3bt2scL0e3FC1a1Conwjt27BCDxLD3mezE1qRJE6u0vVu3bgTAhg0bah3fsmVLAuCQIUOs0nZZBNi0aZPW8WXKlCEALlmyxGonRQkSJNBwWiRDxe8MGTIQgBAErMXuhAkTsmDBggTAOnXqaLXx5csXxo8fn0BodjZrs11OP79u3TqtNry9vcU9ITu0WYvt8v0eL148fvr0SauNw4cPi3HM06dPDbI9T548jBcvHh88eKC1b+fOnc1m+5s3b5goUSKOHDlSfJYkSRL+999/GvvJv2X1RTh1ZKdGOarVWuwuWrSoSEmtq4yHgvWgOPRY76boOgoK5iMoKEgErZw5c8YqNR15/pc9e3aNDD7hBa1Y0xy3Zs2aBDRL7JJ/SwwnTJiQ9+7dszq7L1++LDI+Xbt2TeN4OWgla9asVhm08r///Y8AmDlzZq2MVdYetFKnTh0C4IABA7SO79OnDwHNoBVrmeMmTJhQXI/Lly9rtaGepdXa7Pbw8CAAZsyYUeudJUkS8+bNS8A6g1ZkDbNPnz5abfz+/ZvJkiUjEJp12tpslzPRnDt3TqsNX19f2tnZ0c7OjpcuXbIqbSNHjhwEwLRp02o46crITo1JkyYVup612C5XyujevXuE7SnEbhSHnji+KcKPgoL5qVGjBgFw+vTpVjkhlEs0qEdykaETg1y5chEIzeJibYPjypUrEwh1WAo7SAwICBCLwbIYYk22y1FLcgpvdV6/fk07Ozva29uLgbI12S47MJw8eVKrDfXoPrkms7XY7uzsTCA0cicwMFCrjU2bNhEA//nnHxHdYi2TolSpUglhSxcTJ04kAPFMsBa7ixQpQgcHBwIQCwJhkaN+2rVrZ1W2y++u5MmTixrzYalYsSIBiEw+1mK7vGDVtm1bne2oVCpRlmD58uUG2e7k5ERd8w6VSsXcuXObzfaaNWsyT548Gs+uJEmSaDiqqVQqcb/v379fZzvqZQetxW6SQuhMkiQJAwICImxTIXajOPRY76boOgoK5mX06NEEwMaNG1ulpiOXHpkzZ47W8XLQytChQ61ukV89O6OuNuWslfJ8z1rsTpgwoShDU6xYMa021INW1q5da3W2p0uXTmi0YbHmoBX5fgfAJ0+eaLUha1jGBK1Y+hxXnr8WKlRI/E3UkbOryfeGtdhdtGhRkXlp0qRJOtuy1qCVQoUK0cbGhgD48OFDnW0NHjyYANigQQOrst3d3Z0AmC9fPp33O0k2atSIAIQjn7VoG3J2nrAZFNWRqyrIWQitwfZv376J5/u9e/cibE8hdmNKTcceCgoKCgpadO/eHYcOHcLixYvRsGFDAEDixIl17mtvbw9JksS/d+/ejUaNGiFevHioXLky3N3d4ezsDFtbW5w5cwZnz55FYGCgVjsRtQ8AKpUq0n4vX74cZ86cwbVr12Bvb48ZM2Yga9asWLhwIWxsbFCiRAkcPHgQX758Qd68eVGmTBmN421sbNC9e3f06tUL69evj/R86owaNQqOjo64fv06cuXKpfFdly5dcPbsWYPa0xdfX18MGjQIQ4cORYECBQAA3t7eqFSpEmxsbAAAzs7OyJEjB65duwYA6Ny5MxwcHDTaSZAgAdq1a4fZs2djw4YNBvXB0m3PmjUrbt26BQDo1q2bVjvp06dHnTp1sHv3bmzZssWgPli67SlTpsTTp0+RI0cOVKhQQaudEiVKoECBArh16xYOHTpkUB8s3XYnJycEBASgU6dOcHR01GqnQYMGSJkyJe7cuYPr168b1IenT58iT548WnZLkoTz588bZ5gedOnSBenTp8eoUaM0Pld/pgYEBODjx48AQp/luujQoQPGjRuHEydOGHR+S7YbAD5+/Ijg4GC4u7ujcuXKOtvq1q0bVqxYgR07dhjUB0u3/e3btwBCr228ePF0ttWjRw+cOnUKK1asMKgPlmz7+/fv4efnByD8+93W1hbdunXDoEGDMGvWLIP64ObmhidPnuDt27dImzYtAIAkxo0bhwcPHhjUlr6sX78eR44cwcWLFzWeXblz54anpye+ffuGRIkSYfLkyQgODoazszOqV6+usy1XV1e0bdsW//vf/0Tf9cGS7X7y5AmePn0KAGjfvj0SJEhglv4oKCgoKCjEZjp16oRJkyZh165dGDBgAADr0XSOHDmCy5cvI378+GjTpo1WG927d8eGDRuwYsUKtG3bNtJzqmPpc9xEiRLhx48fqFWrFtzc3LTa6d69Oy5cuGB1mk6OHDmEpqNrzG9vb48uXbpg5MiRVme7m5sb7ty5AycnJ7Rr106rnSRJkqB58+ZYuXIlNm7caFAfLN32xIkT48ePH6hatSqyZs2q1U6OHDng4eGBkydPWt38/v379wBC73f5b6KO/Gx+9uyZQee3dLu/f/+Ob9++wcHBAR06dNDZVosWLTB48GChceuLpdv+9u1bkISHhwdy5MgRblszZszA/v37DeqDJdseHBwMX19fAOHf7/J3O3bswKpVqwzqgyVrGzt37sT3799hY2ODTp06hdtez5490bZtW8yYMcOgfliy7d26dYMkSUiVKhXy5Mljlr4oWB+2Md0BBQUFBUukWrVqcHNzg4+PDzw9PQ06Vn1CuGfPHsyaNQvjx4/H2LFjwx2QmoLwJoQFCxbUmBDKYlJ4g8RWrVrB2dkZly9fNuj8T58+Re7cuS1ycAwAP3/+hL+/P+zs7NC5c2edbXXt2hUAsG/fPoP6YOm2v3//HpIkoWzZssiXL5/OtmRRyFDxx5JtlyRJLPKHd7/LTmwAsHjxYoP6YMm2e3t748uXLwAQ7v3u5OSEjh07AgCmTZtmUB/UJ0Uy0TUpWrVqVbiTIgAYNGgQJElC8uTJxbMwLKlTp0bjxo31XtyXsWS77927h5cvXwIIdVyxtdU9zC9UqBAqVKiAHz9+GNQPS7Z9+fLl+Pbtm3BcCY86dergn3/+EWKJvliq7STRunVrSJKEtGnTomjRouG217VrV2TOnBkPHz40qB/9+vXDjx8/ULBgQXTv3h19+vRB0aJFMWPGDNSuXdto+8Ljw4cP6Nu3L/r164dixYppfDd48GD4+/ujdOnS6NixI0aPHg0AGDNmDOzs7MJtc8yYMUiePDmA0GejPliq3f3790fx4sUBAClTpsTIkSNN3hcFBQUFBQVrIH369Khbty5CQkKiFLRiiZqOs7MzAKB58+ZIkiSJVjty0MqnT58MDlqx5DmuSqXChw8fAITvyN6wYUOkSJHC4DGvJdsNAF++fMHv37+RNGlSNG7cWGdbHTt2hIODg1FBK5Zsuzx3a9KkiRjTh0W+H7Zt22ZQHyzZ9u/fv2s4tYSHsXqWpc5xAWDRokX49esXHBwc0KxZM51t2draomfPnuLfISEhevXBku1+9uwZHj9+DABo3LgxUqVKpbM9V1dXdOnSRfxb3SE1IizZ9tOnT4v7XXbC1UWWLFnQsmVLBAcHi/7rgyXbPmTIEPz58wfOzs5o2bJluO2VL18eNWrUMFjLs1Rto3fv3mjatCkAoE2bNsLhRhctW7ZE6dKlRfCmvliq7Y0aNcKmTZsAAAsXLjR5PxSsF8WhR0FBQUEHdnZ2wrlj/vz5Bh1ryRPC06dP48ePH7C1tQ13kJgoUaIIB5DhYcmD4+fPnwtBp169euEOErNly4YaNWogKCjIoH5Ysu2XL18W/erVq1e47VWsWBEFChQQmR70xZJtnzRpEn79+gUnJye0bt063PZatGgBd3d3PHnyxKB+WKrtISEhYlKUNWtWZMyYMdz2Bg4ciDRp0sDLy8ugfljqpKhFixZCyIosE8m0adPg6uoKAHpHdVmq3f3790epUqUAANmzZ0ePHj0ibHfp0qVwcnICALx+/Vqvvliq7d27dxdOPP3790emTJnCbdPe3h5r1qwRzh/ygkBkWKrtNWvWxPHjxwEAq1evjrBNFxcXjUgu2eEvMrp06YLVq1cjTZo0WLt2LTZu3IgMGTLgypUrKFSokIGWRU6PHj2QLFkyjB8/Xuu7OnXqYOnSpfj9+zdWrVoFkihZsiQGDhwYYZvJkiXDpEmTAAA3btwQ2W0iwlLtXrBgAfz9/QEAa9asCTcTgIKCgoKCgsLfhe61a9cadJwlazpv3ryJNBupetDK7NmzDeqDpc5xAWDs2LEIDg6Gi4sLqlatqrMtJycnoeUB1rHQ/ejRIzFf7dSpE+LHj6+zvVSpUqF169ZigdsaFrp37NiBz58/AwD69u0bbnuFChVCrVq1EBAQYFA/LNn2Ll26IDg4GEmTJkXNmjXDba9evXooW7YsPn36ZFA/LHWO261bN6FdDhw4MMJspN27dxfP6Rs3bujVD0u1Ww7cIAlXV1dMnz49wnbHalb/0gABAABJREFUjh2LDBkyAADu3LmjV18s1fZ+/fqJjLs1atQIN/uuzNy5c60mYKdVq1aYM2cOAGDOnDlwcXEJt00bGxssW7bMYB3TUrWNhQsXIiQkBOnSpYvUIdHOzk7jmamvjmmJtgcEBGDnzp0AQtcj5MogCgp6YYq6Xcqm1FpXULBGvn79yrRp04oa6frW58yRIwddXV3p6+srPpMkSdRwhxnqc65bt452dna8cuWKxuelS5dm4sSJ6e/vzx8/fojawuHVdpfx9fWlq6srAbB06dJ62b1kyRICYMqUKdmtWzf27t2bhQsXZvz48Vm7dm2T2/3+/XsmTZqUAwcO1Ppu7969BMA8efKwX79+TJkyJQHQycmJjx8/jtD2J0+e0MnJiQBYoUKFWG173759RS3x0qVLh1uHV+bmzZu0s7MjAFatWjVW296+fXtRe3nmzJkR2k2SZ8+eFb/PWrVqxWrby5QpI2y5cOFCpLbv27dP7F+/fn29bCfJ1atXM3/+/EyQIAGTJUvGevXq8c6dOxwzZozJbW/YsCGzZcvGX79+6fx+6dKlzJw5s7jmYWsyh8eMGTMIgA4ODhrPbJnYYHeWLFlob29PALS1teXNmzcjM5skOWrUKAJgvHjx+PnzZ63vY4vtcs3pnDlzMiQkJFK7SbJ3794EQFdXV/78+VPr+9hge6ZMmcTvtkePHpHaLNOzZ08xDlCv5x2bkJ+9yZIl44cPH/Q+rkWLFgTAsmXLUqVSmbGH5iEkJIQlSpQgALZv3z6mu6MQTZiy3rqyWdam6DoKCuZHkiT++++/VqPpqNuTPn36CG0PDAxk/vz5DbbdUue4bdu2FXO9uXPnRmj7z58/mTFjRgLgP//8E6vt7tevHxMnTkwATJs2LX/8+BGh7V++fGGKFCkIgEWLFo3Vtvfq1UvMc/UZ+1qTjtmwYUPx2925c2ekthujY5KWN8dVn9/nzZtXrznbwYMHxd/q7NmzsdZuBwcHYfvatWsjtZskN2/eTAC0sbHhjRs3tL6PLbbLOnSiRIn46dOnSO0myWXLlhEA7ezsdOr8scV2+b1WrVq1SG1WtwMAEydOrFPHjA1cunSJtra2tLW15aVLl/Q+bvbs2QTANGnS8MuXL2bsofno2rUrAbBw4cIMDg6O6e4oRAOm1HRiXMRQNkX4UVCwZA4cOCAmBvXq1dO5T2yZEKqLOV5eXpHaPmvWLLHQ/fr160jtJi1zcOzg4CBEgDlz5kRmNkkKoS5evHg6JxOxxXZ5UhQ/fnyd11AXffr0IQC6uLjE2oVu9UlReEKOLtq2bSsmRboWumOD7RkyZBC/8zFjxkRmsqBVq1bi76WvU4SlMXz4cAJgtmzZGBAQoNcxkiSxZs2aBMCaNWtG6vRmifz8+ZNZsmQx+JqrVCrh/NWyZUvzddCMyO/oePHi8dGjR3ofFxgYyH/++YcA2Lt3bzP20DxIksR69eoRAKtUqWLQffvjxw9mzpyZADhq1Cgz9tI8PH/+nC4uLgTALVu2GHTsp0+fmCpVKgLgtGnTzNRD8zFx4kQCYLp06fj169eY7o5CNKE49Fjvpug6CgrRw9OnTxkvXjyDFrotVdOpXLmymOudPHkyUtuNCdghLW+Oqz6/D+88Ydm6datY6L5+/brW97HFblnLAsBTp05FajdJrlixgkBosIeuOVJssV12bsiQIQN///4dqd0kOXPmTKFjvnnzRuv72GC7m5ubuOaGzNPnzp1LAEyVKpXOgJ3YwM6dOwmAzs7OfPbsmd7HydcqS5YsOnVMS0eSJNaoUYNAaIChIfP7Xr16EQh1XoyNATtPnz5lggQJCIB79uwx6NiWLVsSAMuUKRMrA3YmTJhAAMyUKRO/f/+u93Hq90vNmjVjne0BAQHMmTMnAXDQoEEGHRsSEsLSpUsTAJs0aRLrNNxDhw6Jd9SdO3diujsK0YTi0BPHN0X4UVCIXuTIiBQpUuhc6I4NE8I0adKICWFk0UwykiQJsap69eqxbpAkIzsqGDLAV6lULFu2LAGwefPmZu6heXj79i2TJElCAFy5cqXex6lH8vXs2dOMPTQfixYtIgAmT56cfn5+eh/38+dPuru7x9qF7uDgYBYrVowA2KFDB4OO/fLli3hO6JPRyNK4cuUK7ezsaGNjw/Pnzxt07Js3b5goUSIC4OLFi83UQ/MgSRI7duxIwLiMK48fPxZZvFavXm2eTpqJ58+fM3Xq1ATAWbNmGXz8jRs3hECubwScpTBp0iQCoRmGXr58afDxp0+fFmOCdevWmaGH5uHDhw/MkSMHAbBhw4ZGjUv27NkjbF+/fr0ZemkeVq5cKfp96NChmO6OQjSiOPRY76boOgoK0Yesw8TmgB054wwA9uvXL1KbZcaOHUsAzJw5c6TZXSwVYx0V5GClvHnzxsqF7qCgIBYsWJAA2L17d4OObd26dawO2Ll48SJtbGxoa2urlbUqItQDdmrUqBErdczOnTsTMDx7g7qO2axZs1hn+4cPH0R29QULFhh0rLqO2alTp1hn++LFi0VwoaEZV9QDvHr27BmrbP/x44fQMI3R3j9//iw0oT59+sQq2/fv3y/0qBMnThh8vLqO2bdv31hje2BgoHBGypkzp97Omuo8evRIOIH1798/1th+8eJF0e9JkybFdHcUohHFoSeOb4rwo6AQvXz58kWU3jJm0TCmUY/GHzdunEHH+vr6ivS+y5cvN1MPzcfu3bsJhGaoiazUVliePHkiFro3btxoph6ah+DgYFarVo1AaNpOQwe3N2/eFBOL7du3m6mX5uHq1at0dnYmAG7bts3g4+XSW7a2ttyxY4cZemgeJEkSwk/69Onp7+9vcBty6S1bW1u90jpbCo8ePRLCjyHitjrr1q2LlbbLZbMcHR31LrUVFlk8srW15a5du0zbQTPx9u1bIVpVrFjRaJFaXhyITbYvXLhQRBsb84yTkaNX7ezsDI6Eiwm+fv3KAgUKiOjDqKRXlkvt2dnZcffu3abrpJnYunWriFCeN29eTHdHIZpRHHqsd1N0HQWF6EOlUolSVc2aNYvp7hiMJElifl+nTh2D5vfqC91du3Y1Yy/Nw8OHD4UuY+iYVT1gp3///mbqofkYOnQoAdDNzc1gZyz1gJ1hw4aZqYfm4d27d2KuN2TIEIOPV9cxY1uglpwdzNHRkXfv3jX4eHUdMzbZ7u/vL495Wa5cOaMyjty8eZOOjo4EwNGjR5uhl+Zh586dYq5nbMDJuXPnhO1jx441cQ/Nw58/f+jh4SEy1OhbaissJ06coIODQ6yy/fTp0yJzYFSez0eOHIlVtoeEhLBp06YEQsunP3jwwOi2Dh8+HKtsv3HjhngvtW3bNtZlVVKIGopDTxzfFOFHQSH6kct62Nvbx6rI6MDAQFavXp0AWKBAAQYFBRnchrzQ7eDgwMOHD5uhl+bhwoULwvNZ31JbYVmwYEGss12lUolorCRJkvDVq1dGtTNt2jRh+5EjR0zcS/Nw//59Jk2alADYunVro9sZP368sP3o0aMm7KF5kCSJgwYNElGn586dM7otOYIzttj+6tUrEa1auXJl/vnzx+i25FJ7jo6OseL3LjslmMIZRd0x6MCBAybqoXl49+4d8+TJQwAsUqQIv337FqX21G23dKeexYsXi3IDS5cujXJ7I0aMEL/3qDgHmRs/Pz8RnZw1a1a+f/8+ym3KttvZ2Vl0pp5Vq1YJgXf8+PEx3R2FGEBx6LHeTdF1FBSiF/WyHrGt9OaQIUPE/P7t27cGH3/r1i0RsBObbH/9+jUzZcpEAGzRooVRbXh6eoqyYzNmzDBxD82HeuCBvqW2wnLkyJFYZ/vnz5+ZL18+kaHGmOwNZGipOtn22BKYuWnTJjHXW7JkidHt7Nq1S9geG7IvBwQECIdLd3d3vnv3zui2du3aJeZOseGeP3LkiHDEMaR8ui7UHYMs/Tn/+/dv1qlTR2ReMzQANyw7duwQtk+YMMGiM7acPn1alBDv0qVLlPu6fft2YfvIkSMt1vbAwEA2btyY+P9M07pKYRrKtm3bhO2DBw+2WNvPnz8vsik1aNDAoMxrCtaB4tATxzdF+FFQiBnkBfP48ePT09MzprsTKSEhIWzSpInwfPb29jaqHUmS2L9//1hl+82bN8VgKSqez2FtP3v2rIl7alokSWLPnj0JhNacvnTpUpTa6tevn7DdmBSg0Ym3t7fIpFWzZk2jnNdkJEli3759he2W7NwhSZKI3LO3t+fBgwej3J6cmtzJyYn79u0zUU9Nz5MnT4TAW7JkySjXSpckib179xYODpaaoUmSJJHqHwDXrFljkjZl2+3t7bl582YT9NT0+Pj4iCjb3Llz8+PHj1FuU/33bmdnZ7Hlt6ZMmSKuuamEWUmSOHDgQLFYsGzZMpO0a0pevnwp6qu7u7vzxYsXJmlXkiQOGzZM/E1nzZplUVFSKpWKU6dOFf0bO3asxQpUCuZFceix3k3RdRQUoh/1BXNTOEdHB/J4wN7ePkqO9+vXrxfjiqg4C0QXfn5+YgxYvHjxKJULU7c9NpRYXrFihejvqlWrotSWuu3/+9//TNRD8/DlyxdRfidnzpwGlU/Xxdq1a4Xts2fPNlEvzcPGjRuF092UKVOi3J667aZoz1z4+/uLMmHp0qULtyyhIaxZsyZWzKF27NghMoyYqlzU6tWrhe3Dhg2zSNu/f//OihUrEggtMXb79m2TtLtmzRrxfh8wYIBF2r5v3z46OTkRAFu2bGmycojr168XTnw9e/a0uDKLP3/+FMHmCRMmjFIQalg2b94snp0dOnQIt3RpTLFnzx6RNa1hw4ZRCkJViL0oDj1xfFOEHwWFmEGSJHbs2JEA6OLiolUz3ZIICgpiixYtTOb5LEkSO3ToQABMkCABjx07ZqKemp5Lly4xSZIkJvN8liSJ7du3F9lPouowYS6Cg4PZrl07kWni+PHjUW5T/bo7OjpabGkSLy8vJk+enABYvnx5kwzgVSoVO3XqZNHZK0JCQti1a1fhiLB161aTtKtSqditWzfR7rp160zSrim5desWU6VKJQTeqJTfUUelUgmHJltbWy5YsMCihIA/f/6wR48eon9RFXjVkSSJgwcPJhBazmnChAkWFTly8uRJ4bRXqFAhvQVefa6fJEkiUw8A9u7dO8oOYqbi8+fP4n1uY2MT4SLE169fee/ePV6/fp3nzp2jp6cnr127xnv37oWbwlqSJE6cOFHY3qRJE5M4SkUVSZK4Zs0akZY4X758OqM1VSoVHz16xC1btnDhwoWcOXMmJ06cyClTpnDu3LlcsmQJjx07Fq79cjY6ILR8mylE5Kjy9OlTEaUKgHPnztXa5+fPnzx//jznzZvHDh06sHHjxqxduzarVKnCWrVqsVGjRmzTpg2nTp3K48ePm+wZqRD9KA491rspuo6CQsywaNEivcZVloDszGNjY8NNmzZFuT05AzFg2WU8X79+LZx58ubNy8+fP0e5TXXbLTlzh5yZBzA+03RY5JK9ADhx4kSLmt/KvHv3TmTmcXNz4+vXr03Srrrto0aNskjbFy1aJBwRhg8fbrJ2lyxZItodPHiwRQUvkOT79+9Fma106dIZHYSqi9WrV4vMHT169LCoRXRJkrhw4ULRv759+5r02qg7d7Rq1Yr+/v4mazuqeHt7s3DhwiIzj77OPPr+brdt2yacpGrWrElfX9+odNdkBAYGctSoUeK6dOvWLdxr/uvXL3p7e9PLy4sXLlzg2bNneeXKFd65c4dv3rwJ92+xe/duke2pRIkSJv09RYWzZ8+KoLzkyZPTy8tLax9Jkvj69Wvu2bOHixYt4uzZszl58mROmjSJs2fP5qJFi7hnzx6+fv1ap/0HDhwQJcxy5MgRpeBmU/HlyxdRPQEA27Vrp6WvBgYG8saNG1y+fDm7d+/OJk2asG7duqxatSpr1KjBhg0bskWLFhw9ejT37t0b4fVXsGwUh544vinCj4JCzBESEiIW1pycnLh///6Y7pIWv3//Zu3atYXjkaky6oSEhLBNmzbCucMSHRyOHDlCZ2dnAmDdunVNNmkLCQkRzh329vZcvny5RQ2ivnz5wnr16omMMqYskaVSqYQDgZ2dHadOnWoxi/ySJHHTpk1MmDAhAbB69eoMCAiI9Jjfv3/z58+fkUYtqGdosrGxYf/+/S3G2//58+esUKGCcDQL71kkSRJfvnzJK1eu8MyZMzxy5AiPHj3Ks2fP8urVq+GmbA+bvaJly5YmEVKjSnBwMKdOnSomqh4eHjqjNf/8+cNr165x+fLlnD59OseNG8dhw4Zx1KhRnDx5MufMmcMDBw7odBCQJEmUHgPAKlWq8OXLl9FhXoRcvXqVuXPnFk5mO3fu1Nrn3bt3PHDgAMeNG8fGjRuzRo0arFixIsuUKcOKFSuyRo0abNy4McePH8+DBw/qLF00efJkYXvhwoV59+7d6DAvXH78+CEczADw33//1RClgoODeefOHa5evZo9e/ZkiRIlmDx5cjo7OwvBxMnJiYkSJaKbmxvr1avHiRMn8vDhw1pOQXPnzhXRPe7u7jGekW7Pnj3CcS1+/PgamZO+fv3KkydPctq0aWzcuLEQSSLaMmXKxAYNGnDSpEk8evSohpPLihUrRBmKFClSxGiGKl9fX9asWVP0u2bNmsIhxdfXl5s2beKAAQNYvnx58fzXZ3Nzc2PDhg05efJkHjt2TIwRduzYIZxCnZ2duWjRohgRvFUqFefPny+uQ8qUKblnzx6SodGrS5YsYatWrZg7d24hABuyZcmShf/99x9nzpxpVLkOhZhBceix3k3RdRQUYg65dC0ATp06Naa7o4V6FlYbGxuTZlGcPXu2sH306NEWt8jv7e0tsrDmzZs3SuV3wqLu1DNgwAAGBgaarO2oEhQUJK65KZ15ZJYvXy6cOzp06MDv37+btP2ocOHCBWbOnJlAaGaeyJx5JEliYGAgf/78qZc2tWbNGjF2rlu3rknvqajg7+8vggeBiDPp+Pn58dq1a/T09OSxY8d45MgRnjlzhpcvX+bTp0/D1Sc3bdok5rdlypSJcmkjU7Ft2zYx/3J3d9cZVBESEsL79+9z/fr1nDFjBidMmMDhw4dzxIgRnDhxImfNmsVt27bx2bNnOu3fuXOncO7InTs3r169Gg2WRczLly9ZpUoVcc3HjRun1Xd/f3+ePn2aM2bMYMuWLVmrVi16eHiwTJkyLF++PKtVq8YGDRpw6NCh3L59O58/f67Vxt69e4WDQ/r06WM863hISAhnzJghstO4ubnxyZMn4ntJkvj06VNu3bqVgwcPpoeHB1OnTk1XV1dx/zo4ONDV1ZVp06ZllSpVOGzYMO7cuZMvXrzQsP/w4cMiY3/ixIm5du3aGNXvvby8hLOijY2NhmPhr1+/eOnSJS5YsIBt27Zlvnz5hIYV3pYiRQpWq1aNI0aM4K5du/jq1SvR3unTp5kuXTqhgU2fPj3GsvX8/PlTZAEHwH/++Uc4Gfn7+3PPnj0cNWoUa9SoITQvfbaUKVOyevXqHDlyJHfv3s2vX7+SDNVLZUdgW1tbDhw4MMb0+wMHDohgxHjx4nHmzJlUqVQMDAzk1q1b2bVrVxYpUkTo2oZsqVOnZs2aNTlmzBjev38/RuxTMBzFoSeOb4rwo6AQs6hUKpEVw9bWlkOGDDG6rrOpUR8oJk2aNNwJS3BwMO/evctTp07x4MGD3LlzJ3fv3s3Dhw/zzJkzWgNiGZVKpTEga9u2rRg8xSQ/f/5kr169RL9atWqlc2L/5csXHj9+nLNmzeLo0aM5ePBg9unThwMHDuTIkSM5efJk7tq1iy9fvtSyX5IkUXYNAGvUqME3b95El4nhoj5QTJQoEc+fP6/xvZy9QF4ArVGjBsuVK8fixYuzYMGCLFGiBCtUqMA6deqIAXFYr/ew2SuKFy/OBw8eRLepGrx79044MQFg06ZNNQS5Hz9+8Ny5c5w7d65YAJXTXKpvDg4OTJs2LWvWrCm83tWjOCRJ4pQpU4QAlD17dl64cCEmTCYZej0XLVokHNeSJ08usoVJksQXL15w586dHD58OKtWrSpEkoi2NGnSsFatWhwzZgz37dunYf/ChQvF3y116tQxWoLr/v37IgU3AHbs2FE8e729vblkyRJ27NiRBQsWFMKNPlvatGlZp04djhs3jocOHRKL/Js3b2bSpEkJhGY6iylHvj9//nDo0KEa9+DFixdJhkavTp48mXXq1BETd0O3dOnSsU6dOpwyZYp4ph0/fpwZM2YUv5GJEyfGiCPfqVOn6ObmJvoxfvx4BgUF0d/fn//73/9YqlQpnb9rQ7YMGTKwVatWvHDhAiVJ4o0bN/jPP/8IwSUmsvWoZ+UBwLJly/LJkycMDAzkli1bNLK3qG/x4sVjzpw5WbBgQZYqVYqlSpVioUKFmCtXLuEkEnYrVqwY16xZw1+/fvHZs2csV66c+C66s/WEzcqTKFEirlmzhiqViidOnGD9+vV1ClzyM6xr167s168fhw0bxsGDB7NXr15s3749S5YsqfM+SZkyJYcPH86XL1/yw4cPbNSokfiuYsWKfPToUbTZ/uDBA43r2qxZM3769Im3bt1i586dta6fvb09CxQowA4dOnDBggXcsmUL9+zZw8OHD3Pfvn3cunUrly1bxh49erBEiRJC0FU//r///uPp06ctykFZQRvFocd6N0XXUVCIWRYvXiwcHP77778ol/cxFW/evGGNGjUIhAbUbNy4Ued+8gLo6dOnefjwYe7atYs7d+7koUOHeOrUKT548CDchbyVK1eKuUW5cuX47Nkzc5qkFyqVinPmzBFjtuLFi+sMKAkICOCFCxe4YMECjh07lkOHDmXfvn3Zv39/Dh8+nBMmTOD69evp7e2t01lp3bp1YjyZL18+ndkCoptbt26xQIECQmMMm4VVPXvBqFGjWLduXVaoUIElS5ZkoUKFWLx4cZYrV441atRg//79uXHjRj58+FDL/q1bt4oFxIwZM5okq3NUCAgIYP/+/cXvsHDhwhq/Q/XsBV26dGGRIkXo4uKi5dhub2/PpEmTskKFChw4cCA3b97Mx48fa9i/e/duurq6Cq1048aNMToGPnLkCNOnT08gNGBS3WnPz8+Phw8f5sSJE1m/fn0xL49oS5QoEStWrMhBgwZxy5YtfPLkibDv6NGjTJ06NYHQIJE5c+bEmCOfrjmX7GDl6+vLdevWsU+fPixdurTQvPTZkiRJQg8PDw4ZMoTbtm0TOvWlS5eYPXt28TwdNmxYjGTrkSSJy5Yt07gH5WAdf39/Ll68mE2bNmW2bNmM0jSSJk3KSpUqcdiwYSIg68GDBxr6Wfv27WMkW8/Dhw9ZsmRJ0Y+2bdvyy5cvQtuoWrWqmP8buyVLloy1atXi7t27GRwcrPEeBcBatWpFe7aesFl55IAxSZJ48uRJNmzYUDgrqW+2trbMmjUrCxQowBIlSrB06dIsUqQI8+TJI/TJsJu7uzunT5/OT58+8evXryJ7PxAz2XrUs/LY29tz9OjRDAwM5K1bt9ilSxedv235GdapUyf26dOHQ4cO5dChQ9mnTx927tyZHh4eOu+TBAkSsFOnTrx58yZ///7NwYMHi3dEjhw5eObMmWh71n/48EEEwgNgyZIl+fDhQ758+ZIjRoxgypQptfqfLVs2Nm3alDNmzOCmTZu4e/duHjp0iPv37+f27du5evVqDho0iBUrVtRpf/ny5blt2zYGBQVFi40KxqE49MTxTRF+FBRiHkmSOGbMGDFIyJUrF69cuRJj/dE1ULx37x5JzewF8sKOPgugyZIl0/J6l22fPXu28KxPly5djJahOnv2LLNkySIGimPHjqVKpaIkSTx//jynTp3K//77T+yj75Y8eXJWrVqVw4cP5549e/jnzx9KksS1a9dqLDauXr06RoSAL1++aA0U5cXHe/fucfDgwSxXrpxB2QvUN9nrfeLEiWKR//Dhw0J0cHJy4rRp06Ld21+SJG7cuFFMZBImTMgVK1ZQkiS+efOGY8aMiTR7gaOjo9biZtgtderUbNGiBc+fP09JkjSyo8RUth4fHx9Raxr4KzzLzg25cuUKd3JfuHBhlilThpUrV2alSpVYpkwZFipUKNz7o0iRIly1ahUDAgL4+PFjli5dWnwX3dl6wmblSZ8+PY8cORKhc4ONjQ1z5crFFi1aCIe9CRMmcOzYsRwyZAh79OjBcuXKCUFFfUuRIgWHDRvGFy9e8P3796xfv774rkqVKtG2yC9JEs+ePatx3w0YMIABAQE8ceIEGzRooOXc4OLiwn///Zf9+vXj2rVruX//fh4/fpyenp48fvw49+/fz7Vr17Jfv34sW7YsXVxcNI63s7Njw4YNeerUKfr7+7Nz587iu8KFC/Pw4cPRIv49evRIZEUDwIIFC/L27dvCuSGsAJA5c2b+999/orzQ27dv+ePHDwYHB4usXF+/fuWDBw+4fv169u3bl2XLltVqJ3/+/Fy6dCk/f/7M0aNHC4Elc+bMnD9/vtkFsA8fPnDy5MkaWXnmzZvHFy9ecOTIkRqRS05OTixevDi7d+/OlStX8tatWxFO4kNCQnjv3j2uXbuWvXv3ZunSpTXGAkmTJuXAgQP5+PFjLliwQDiQuLq6smfPnmaN/vn58yeXLVsmFjKA0Kw89+/f59y5c5kjRw7xub29PatXr84xY8Zw//79emeaCZvJSf5dAaGiWZ06dXj06FFu2bJFwxGyatWq3Ldvn1nedcHBwdy9ezcrV66s8e7dtm0bN2zYwFKlSmncnxUrVuTChQt55coVgx3JZftXrVql9ezIlSsX//e//1lUpLbCXxSHHuvdFF1HQSHm2bJlixgPJ0+ePEazEEuSxNWrV2tkFjhw4ID4Tj17QXgLO2E3Z2dnlilThn369OG6dev44MEDMZbfv3+/WFxKkCAB//e//8XYIv+TJ09YpkwZ0e8WLVqILKwPHjzg/Pnz2aZNG+bNm9egLIUuLi4sW7Ys+/btyw0bNoiMj+oakp2dHUeNGhUj2XqCgoI4btw4Medwc3PjqVOnSIY6N0yaNIk1atTQuQioz+bq6spy5cpx0KBBYpH/7t27ouQNAHbp0iVGxoDnz58Xzgt2dnYcPnw4//z5w2/fvnHhwoUsXrx4hNkL7O3tGS9ePOEMpGtLmDAha9SoIRb5w2ZHqVevXrRn6/H39xdl7YHQ4Ir79+9HGriRIEECFihQgKVLl6aHhwcrV67MsmXLsmjRouFmt8icOTOnTZvGjx8/8vPnz2zZsqX4Lrqz9UiSpJGVx8XFhYsXL6ZKpRLODboCNzJmzMgGDRqwX79+HD58OMePHy+yL/fp0yfc30eCBAnYsWNH3rhxg79+/eKAAQPEvZI7d27hWBEdPHr0SOO+q1+/Pt+/f8/bt2/rdG5wdHRkkSJF2KVLFy5dupR79+7lsWPHePbsWZ48eZIHDhzg5s2bOWLECFarVk1nEN+///7LrVu3MiAggNOmTRP6ffr06bl27dpoCUr+8OEDx40bJ7TXtGnT8sCBA3z16pWWtgGEluCqUaMGR40axb179/LFixf89u0bAwMDRVYuf39/Pn/+PMIgxvTp03PChAl8+/Yt16xZo/FOHTVqlMnK+YXHz58/uXz5cqHP2tjYsE+fPvT19eW8efM0tA1bW1vmy5ePbdu25f/+9z9evHgxwqzzkiTRx8eH27dv59ChQ1m5cmUNJx8nJye2adOGV65c4YEDB0TQn729PZs0acKzZ8+a7b7XpW38888/vHz5Mjdu3KihKQNgqVKlhANiRFnGwtr/7NkzMRYK22bJkiW5YcMGenp6imw9AFioUCGuWLEi0oz+xiCvPTVv3lwElsaLF48zZszgoUOHWLduXY1xS968eTlt2jSePn3aYH1RfSwYVhdNkyYNR48ebTFl5hQ0URx64vimCD8KCpbDpUuXxGDM1taWQ4cOjfZsPWHTN/bp04cBAQH09fXl2LFjRfYWXZM7OV1n3bp1WadOHVapUoWlS5dmsmTJdB6jvsjv7e3NEiVKiO9kL/voQlf6xhs3bvDbt29csGCBxmKdvMWLF4/Fixdnt27dOGbMGE6ZMoWzZ88WJXkGDBigNSCWt+TJk3Po0KH08fHRKgdSo0aNaFvkDwkJ4fbt27XSN/769YtbtmzRyK4gb+oZSHbv3s1Tp07x0qVLvH79Oi9cuMCTJ09yy5YtHDJkCCtVqsQkSZJoHC8v8p88eZJfv37VEiAOHjxodvFPkiReunRJlJMDQhdaX758qVMAUM9esGjRIl65coXfv3/XWJSVJIl//vzhkydPuGXLFuH1Lk/41O+tJUuW8OPHjxqZUrJkycK5c+eaPUvV48eP2b9/f42sPNu2bdMZ3ZAkSRLhiLdjxw76+PhEODFSqVR8/PgxN2/ezIEDB7JChQoaTi5JkiRh//796e3trRExGR2L/LJzg5xyHQjNynPv3j0tAcDFxYXNmzfnnDlz6OnpqbcoqZ7Bqn///uJZKj/Ta9euzUOHDnHDhg0az4UqVapwz549Zslao8u5IXv27Dx+/LiWACBn2diwYYPOKEx97Pf29uaGDRvYqFEjjd9Qzpw5OX/+fO7bt08jKjBLliycMWOGRrkmU6BLAJCz8uzYsUNrsl6hQgVu3bo1Ss5lspPLsGHDmCJFCtF2woQJ2atXLx4/flxk65GFwc6dO/PmzZsms1uSJJ47d47NmjXTyCxVtmxZenp6slGjRloCwOLFi00ivAcEBHDVqlUaor78Tjt58qTGtQBMH/3j7e3N3r17azgWJk+enKtWreKsWbM0nm3p0qXj+PHjTVYqKry/e758+Xj06FF26NBBw/EzY8aMnDx5ss4ydYby9u1bTpgwQTjIAqHOW507d+bp06eZP39+jXuxd+/eJs+KJzvApkmTRkP8NGXJTgXToDj0WO+m6DoKCpZB2KCJxo0bR3u2nrDZBGrXrs23b98K54Y8efLo1GdSpUrFMmXKsEqVKqxbty7r1q3LqlWr8t9//w03q4ebmxunTp1KPz8/fvz4kU2bNtUY6z19+jTa7A4JCeHcuXM1MsLu3btXlKXQpW3Y2dmJBdBRo0Zx0qRJnDVrlijJM3ToUNatW1djnKU+3mrfvj2vX7+upSfly5eP586di5ZFfkmSePHiRRYsWFCcv3v37vz+/TtPnTqlNS8DQhej5QwkW7Zs4cmTJ3nhwgVeu3aNly5d4qlTp7h7926OGzcu3Oyt//77L7ds2cKAgABOmjRJjIEzZswoMnaam8ePH7N79+7CuSJPnjy8du0a79y5w27dumkFnGTPnp3NmjXjzJkzefr0aX7+/FljDi5JEoOCgvjmzRvu37+fY8aMYa1atTTGuPI4V17kX758udA8kiRJwhEjRpi9xPaHDx84ZcoUoeM5Ojpy6tSpfP78uZa2ET9+fA1HvPv370cYXCAHt+3du5ejR49mzZo1NZxcnJyc2KpVK166dIl79uwR2Xrs7e3ZuHFjsy7yBwQEcMWKFfJ4lkBokMLt27c5b948jUV3e3t71qpVi5MmTeKRI0f0zhQbNoNV2OdGiRIluG7dOp46dUpk6wFCg4aWL19ulmy8urSNpEmTcv369dy4caOGA6P87F2yZAm9vLwMdi6UJIkvX77krl272KVLF43fUOrUqTlq1CiePXtWI1tPsmTJOHjwYJNnZ9Pl3ACErhecPHmS9erV09A28uTJw4ULF/LNmzdG34NypvI5c+ZoZDiSnVhOnDih8X61tbVlvXr1ePz4cZPq2A8fPmSfPn009GR3d3ceOXKEffr00ci4mzZtWo4bN84kzhchISHcv38/q1evruHgWLhwYR44cIAdOnTQ+Tf/9u2bCawOzZ6vS9sYNWqUxtqFus5mSh35wYMHWppS6tSpuXnzZo4aNUpDx02cODH79u3Lhw8fRvm8379/55IlSzT0QjlQ7OzZsxprRg4ODmzWrJnJxxi61r9isoS8QvgoDj1xfFOEHwUFy+LXr18cNGiQGCC5u7ubfZFfkiRevnyZrVu31sjKc/bsWZ0CQMaMGTWyF0S2AKqrdI/6oFR9kV+9Dq6Liwu7d+8uon/MgezcIDudyOkbr1+/zq5du2osAKZOnZrdu3fnqlWrePv2bb0X32Wv9x07dnDYsGEai2s2NjasVasWDx48yNWrV2tExlWuXFlE/5gaPz8/TpkyRcO5oWTJkjx37pxO54Zu3brxwIEDRkUcSZLE58+fc9u2bfzvv/800oDmyJGDc+fO5e7duzUG7JkzZ+b06dNNXp5Fjm5QF7sSJkzIZcuWcenSpVoCwH///ccTJ05EybFOkiQ+fPiQw4cP11jkd3V1Za9evXj06FGNAbN69I+pCA4O5p49ezQieQCIEilhI7cqVKjA7du3m2Sh/devX1yzZo3GhB8IzZhx4sQJDcFbFh9MtcgfngDg7u7OvXv3cuDAgVqT0UWLFpksqjC88+fPn5/Hjx/XWuTPkCEDJ06cGOWJuCRJvH//Pnv37q3xrE2ePDlHjRrF/fv3a4jyphQA1Hnz5o2WI2imTJm4b98+LecqOfrn8OHDRv/u//z5w6tXr3LChAnMkCGDaDtevHhs3749PT092bhxY7MKAOp9CRs5lDRpUq5bt47bt2/Xuu9LlizJyZMn8+jRowY7N717944HDhzg2LFjtZzI6tSpw8OHD3P58uVClDCXAKDO1atX2bZtW3F/x48fn3PnzuWNGze0HAdTpUqlMabQx5k3ODiYt2/f5qpVq9ijRw8WLVpU4+9ZqlQpbtiwgffu3dO4Bh4eHty1a5dZS769f/+ekydPFvegHCXs6+vLmTNninTR8pY1a1Y2adKE06dPF46u4fHlyxeeOHGC06ZNY+PGjbWyBWbLlo1z5szh+/fvtbJCLV26VESnm4ugoCBu375dw6mrQ4cOMZKOXUE3ikOP9W6KrqOgYDlIksTFixeLhdBkyZKJspzm5MmTJxwwYIAY8yVOnJjr1q3j7du3tZwbkiVLplEmWp8F0LCle9SdHBwdHdmyZUtevHiRO3bsEA4A0VGWU5e20bJlS965c4ejRo0SDgeyttGqVSsuWLCAly5dMsjp5MOHDzx06BAnTJhADw8PjTGYXHb22LFjGuOzAgUKcNmyZWZZ5Nfl3ODm5saDBw9y/vz5GtqGnZ0dGzVqxK1bt/LZs2dGXYv379/z4MGDWvdSqlSpOGLECJ46dUpjDJg0aVIOGjTI5E5durQNeby9d+9eli1bVktf2Lp1a5THo76+vjoX+Rs3bswTJ05o9MfW1pZ169bl0aNHTbYQKkkSL1y4wBYtWmhkGypWrBjPnDnDpk2bmm2hPSQkhAcPHmTNmjU1FvkLFSrEw4cPs02bNmZd5H/06BH79u2roZcmS5aMCxcu5MKFCzXuR3NoGw8fPmTfvn01tJU0adJw27ZtHDVqlEZWl0SJErFPnz68f/9+lJ95vr6+nDhxopa20aFDBy2nGnMFyelyBE2YMCGXLl3KFStWaGirNjY2rFGjBrdt28aXL18aZb8cJLVw4UIt7bx27do8fPiwRmCkvb09mzZtapYsSSqViseOHdNwHHJwcOCECRN4+vRpNmnSREPfzpYtG0eMGMHdu3fz1atXBvXH39+fp06d4owZM3RqRevXr+eRI0dECXlZ29i5c6fZyiM9ffqUgwYNEk4scgn5hw8fctSoUVrrBoaOKeQMMeoBsWH/nnPmzOGzZ880Ssjny5fP7NqGvHagfg82bdqUr1694tq1a1m8eHGNaySXbR87dmykmZ8DAgJ48eJF/u9//2Pbtm2ZL18+jTW3FClScPjw4fTx8dEqIT9hwgSzZ4KTJIlnzpzRCICuWLEifXx8zHpeBf1RHHri+KYIPwoKlsmlS5c0JuDx48dnhw4dTFqTW5cAIGflOXTokIaTgSwAnDp1yiSD5PAW+WvXrs2TJ09qDWDl6B9TpC4OCQnh3r17WbVqVY1zlChRgqdOndIYKMoCgCmzCMgRVC1bttSYiBcsWFAs8quXLpGjf4ydEMkEBwfz3LlzWgKAXP4lrEORqSfhMr6+vhw3bpzGIn+WLFl44MABTp06VWOC4uTkxNatW3Pfvn1GT8g/f/7M48ePa0U3JEuWjEOGDOH58+c1om7M5dxAhi7yb9q0SSOCJkWKFNyyZQt37typJQyWKFGC48aNM9iZSqVS8eHDh9y4cSP79eun07nh0qVLHD9+vHA0iY4sOdeuXWP79u3FIr+zszMXLFjAmzdvajnQpUiRgnXr1uX48eN58OBBvTJZ/Pjxg56enpwzZw5btmypIbapCwAXLlzQyIbWpEkTs6dJljMEyY5rsvPgu3fvOHv2bGbNmlXj2mfIkIH16tXjhAkTePjw4XAje2WHSdlhsEqVKlpZ0eRUsX5+flplr8zt3ECGLvLv2LFDQ+zp2rUrv379qjP6Bwh1/GnQoIGIqLtx4wa9vb35/PlzPnr0iLdv3+b58+e5ePFiduzYkQULFtSqGS4LAF++fOH27duFQ52zszNnz55tducGmVu3bmlE08lpsXVF/8ibm5sbGzZsyPHjx3P+/Plcvnw5165dy2XLlnHevHkcPXo0a9eurTNrniwAvHjxgq9fv2a1atXEd3Xq1BFlD6MDPz8/jXdq2bJl+eTJk0hL+2XJkoW1atVikyZN2KZNG3bo0IEtWrRggwYNwi31qZ7xKCQkhLNnzxbPmjRp0nDfvn3RZjcZOsbq37+/uLfz5s3La9euUaVS8ciRI6xTp45wYA67JUuWjOnTp2fWrFmZNWtWpk+fPtxsh/HixdOICrx586aG8NSzZ0+zLCJFRHilDRViHsWhx3o3RddRULA8fHx8NOZ3srP1kSNHTLbIH562Ubt2bXp6emrpKuXKlePWrVtNpqvoWuQvXLgwjx49ylatWuksy2kKR9/wNJUsWbJwx44dHDlypMbcwBzaxqNHj9ivXz8NDSVdunTcuXMnR4wYobHIL2dJvHPnTpSuvSRJvHfvnpZzQ9KkSTl06FAePnxYw3k8bdq0HDt2rMnH/9+/f+eiRYuYN29eca5EiRJx5cqVXLlypYZjj42NDatVq8aNGzfyyZMnRs25AwICeOHCBY4fP15L22jXrh09PT01SsjL2sa9e/dMajcZqrUcP36c9evXF4v8Tk5OnDp1Ks+cOaOVsTNr1qwcPHgwt23bZpAzlZwpZvfu3Rw5cqRO54ZDhw5x/fr1YsE9OkrhPH/+nEOGDBFzE7mE/OPHj7Uc6JydnVm5cmUOHTqU27dv5/PnzyPtV2BgIK9fv86lS5eyc+fOGnq1rJGtW7eODx8+1Hi+lS9fnjt27DCbcwMZusi/YsUKjWvRsmVL+vr6cv369SxZsqTWnE494/WLFy/CtV92mJwwYQLr1auncZ/L2sbs2bPp5+enMc/KkCEDlyxZYnZtQy7hrp4pRM5yLgcIh53bpkiRgtWqVeOIESO4a9cuXr9+nffv3+ezZ8/45MkT3r17l1euXNEo462eeUZuY9iwYfTx8eHVq1c1Ssj369cv2srcvXr1SktLu3v3rs6MMvKWMmVKVq9enSNGjODcuXO5dOlSrl27litWrOD//vc/Tpo0iU2bNtXSAmVto1OnTrxx4wZ//PjB7t27i+8KFChg0gDQyPj16xdHjRqlEQDu6ekZaWm/VKlSsUqVKvzvv//YunVrdujQgS1btmSjRo1Yvnx5naU+bW1tWb9+faFt7NmzR6uEfHRmi1GpVFywYIHQqlOmTMldu3aRJK9fv84OHTpoZeVXfyemTZuW7u7uzJYtGzNkyMAUKVLoLAdoZ2fHsmXLctOmTfzz54/OSg7RqePJqJc2VLL1WA6KQ08c3xThR0HBctGVVhMIjcAYPnw4d+7caZCTx+/fv3nlyhUuWrSIbdu21XJuGDx4MO/cuaMxUDSXAKBO2EV+V1dXLlu2TPRFPdoiadKkrF69OkeOHKm31/vbt2+5f/9+jh07lrVr19ZIFys7N1y7dk1roGhu5waSYjImD/7lkjAfPnzQiv4BQrME6eP1HhQUpJG9oESJEhqZQNSdG16/fs1atWppTMrMKQCo93Hnzp0aKSV79uzJb9++8cCBA6xRo4bWIn/q1KlZq1Ytjhkzhnv27OH58+fp5eXFe/fu8caNG7xw4QIPHTrEKVOmsFGjRsycObPWQFkWAAICAjh//nwxYUyZMiU3btxoVgFAnVu3brFChQqiX3I6dm9vby3nI/XfY+3atTlixAhOmzaN8+bN46JFizhnzhxOnjyZ/fr1Y7ly5TTKXIUVAD5//szbt29rCCNdu3Y1ueNWRPj5+bFJkyYa4svz588jLHEHhAqkHh4erF27Nhs3bsymTZuybt26rFKlCnPmzKmz5r26APDr1y+NrDy5cuXi5cuXo81uMlQE6tWrl+hf/vz5efPmTY3on7B1z+Utfvz4TJo0KdOmTcvUqVMzceLEEToEyAIASR47dkxk5XF0dOTkyZPN7sgTlqCgIE6cOFEInJkyZeLJkydJhkb/DB06VKeIo+9mY2PDXLlysXXr1kIA8PPz08jKI99r0Y0kSVy2bJn4bSZNmpSbNm2iJEn88eMH169fz549e7JkyZI6nVUi2lxdXVmuXDn279+fO3bs4J8/f0iSa9euFc5CSZIk4YYNG6Il7b8uwr5f58+fT0mSKEkS79y5E+67KqItS5YsIrPPiRMnxDPs3bt3Gk6TrVu3jtYSnmE5f/68eJfb2dlx/Pjx4joEBQXx1q1bXLlyJbt168ZixYqF+5uWxyzFixdnjx49dGYLXLJkiVi8ypIlC8+cORNTZpMk79+/r5E9aeDAgTF2DyqEojj0WO+m6DoKCpZJRBlD+/bty/Xr1/PBgwcRlsBRJzg4mHfv3uWaNWvYq1cvjaybsnPDpUuXOHPmTA19pUePHmZxbpCRF/nlhR9bW1sOGTKET58+1SrLGT9+fDF23bhxo16lfuXsBdOnT2eTJk00suCoaxvXrl3TKCFv7hJAZKizycqVKzV0jbZt2/L9+/fcsGEDS5UqpTGeS5gwIStUqMCBAwdy8+bNfPz4sU77VSqVVjnvsAugsrbx6dMnrZJf5nZuIEPvb09PT1avXl2cu2bNmnz9+jWvXLnCNm3aaI1tEyVKxAoVKnDQoEHcsmULPT09ee3aNd67d4+3bt3ipUuXeOLECc6fP5+tW7dmnjx5NLK/AKFOMrNmzeLnz5954MABjRLyU6dONVnG3ch49eoV27VrJ/pVvHhxPnjwgO/evdPKrCJvSZIkoYeHBwcOHMgpU6Zwzpw5XLRoEefOncupU6dy6NChrF69uoZuqUvbePfuHevVqye+q1q1Kl+8eBEtdpOh+vKwYcPEtcmePTsvXLgQYYk7eR7877//smbNmmzUqBGbNWvG+vXrs1q1aixUqJDGc1L9mdGxY0d6eXlRpVJx0aJFWiXko5OQkBCNEvKpU6cWwSM3btxgp06dNBz61DcnJycmTpyYqVOnZtq0aZk0adJw5/8uLi6sV68ejx07RpVKxfv372sExXbs2DHaM6FKksRNmzYJJ7KECRNyxYoVlCSJHz9+5PTp01m5cmWN0kSGbnJw18aNG/nnzx/++fNHIyuPfK/FBMePHxfvXQcHB06cOJHBwcEMDg7m/v37OXjwYHp4eOh0Voloc3R0ZJEiRdi1a1euXLlSZO319PQUQa/29vYcN25ctGnWYfHy8tJ4v/bu3VtoTz4+Pty6dWu476rwtrBrHHIg5+/fv9m6dWuxnxwYFlM8e/aM5cuXF/1p3ry5yPCnUqn4+PFjbt68mQMHDmT58uV1Bu3Jm3qpT13ZAk+fPq2RlWfNmjUxqqH4+fnxv//+03jHBwQExFh/FBSHnji/KcKPgkLsQFeKT3lLnjw5q1atygEDBnDMmDGcMmUKZ86cyQkTJnDEiBFs37498+fPr5W9QJ5wrlu3jr9//+apU6fEQFF2LDFF5Ja+vH//ng0aNBB9q1y5Ml++fCmif8Kr9Z4yZUqWKlWKHh4erFWrFmvVqsVKlSqxdOnSOrMXyAKA7Nzw6dMnNm/ePEYHit+/f2e3bt1EHwoVKsTbt2+L6J8GDRpEOCCOFy8eEydOzIQJE+qcAMtblixZhAAgSRLXrl2rMVBcvXp1tA8UAwMDOWbMGJ2LkE+fPuWIESMiHRBHtMWLF48lSpRg7969RYarZ8+eaQgMzZo1M7jMjSkIK0akSJGC27dvJxnq+LFlyxYOGDAgXCediLZ06dKxTp06HDduHE+dOkWVSkWVSqXlUHHixIlot1tmx44dGllTlixZQjJUJPD29uaGDRvYr18//vvvvxqOfeFt9vb2LFCgADt27MjFixfz6tWr4hnm7e2tkZVnyJAhUSqlFlXOnDkjhGh7e3tOmzZN/PZCQkL44MEDrl+/nn379mXZsmXDdfJRfwfocvSUJIkjRowQ+xYpUsSsYr4+3LlzR8OhbPTo0RrPHTnNshyp9e+//7JAgQLMkSMHM2XKxKxZszJfvnwsVqwYW7Zsyblz5/LcuXNaUWlPnjwRqfednZ25cOHCGI8mefnypYaT7uDBg7WeufJCzerVqzlo0CD26NGD7du3Z8uWLdmhQwf27NmTQ4cODXcBRJIkjh07VpyjTp06Eab8jS4+f/6ska2nd+/eOq9HcHAw79y5w927d3PTpk1cuXIlly5dKsqVnTp1KlwHHR8fHxHhFhNZecIjbLaerl27hnsvBgUF0c/Pj69eveKjR4/4+PFjvnr1in5+fhE64U2ZMkX8bXv06BHtWXnCQ87WI7932rdvr/eipYLpURx6rHdTdB0FBcvn/fv3nDRpks5FfhcXF5YtW5a9evXiqFGjOHnyZM6cOZOTJk3iyJEj2b1793Adv93d3Tlz5kx+/vyZDx8+1MgS0bZt22h1bJYDKOQxT65cuXjlyhVRllM9oEV9c3V1ZbFixVixYkXWqFGDtWvXZpUqVVi2bFmd2QvkOdDQoUPp4+PDwMBAjhw5UiuDQHQSEhKiUUI+Xbp0PHjwIEny5s2b7NSpk4ZjU9jNycmJiRIlYqJEiSJ08E6dOrVG9u6zZ8+KrDx2dnYcNWpUtOp4JHVqS/Ii5KdPnzhz5kzWrFlTI3uLIZudnR3/+ecftmvXTpSx+vr1q0ZWnpIlS/Lhw4fRarfM4cOHRZCek5MTp02bxpCQEAYHB/Pw4cMcNWoUa9SoodNJJ6ItSZIkrFSpEocMGcJdu3aJxfNt27YJhwlXV1cuX748xhZ8w2ZNGTBggHA4ePXqFXft2sURI0awWrVqGiXoI9qyZ8/OZs2acdasWTxz5oxw0Pry5QsrVaok9mvUqBE/fPgQI3aT5OPHjzXKO7dr10789iRJ4suXL7lz504OHz6cVatWDdfJR/0dEJ6j5+bNmzWy8hw9ejSmzCYZ+j6rX7++6H+DBg009DVJkujj48MdO3Zw6NChrFKlCgsWLMhcuXLRzc2N7u7uzJMnDwsXLiwyMx89elSr/Lq/v78ooyffX4aUSjQH375908jWU6NGDS0HB0mS+OzZM27bto3Dhw9nz5492bFjR7Zs2ZLt2rVj9+7dOWDAAC5fvpw3btzQ+czesWOHmEMXKFCAt27dii4TwyUwMFAjW0/lypV16g5yOa39+/dzy5YtXL16tchQtHXrVh4+fDjcrPg/fvwQ2Q1jIitPeITN1lO+fPlwnUdVKhU/ffrE169f88mTJ3z48CFfvHjBDx8+RKhD79u3T7z/q1evHiNZecJD/b1TunTpCEvFK5gXxaEnjm+K8KOgELv4+fOnGBAb6vVuY2PD3Llzs1WrVpw7dy5v3rxJMnRA1qNHD7FfwYIFefv27RixT5IkbtmyRaRvdXV15erVq8V3z58/57Zt2zhkyBBWqlSJSZIkidTuhAkTsnz58hwwYAA3bdqkEQHl6ekZo+kbw3Ly5EmxAO3g4MB58+aJ7+QBsT5e7zY2NiJ7wbRp03jixAkNIS8oKIitWrXSmIDE9EAxbJmQKVOmaHwf1uu9atWqLFmypJgU5s+fnyVKlKCHhwd79uzJ1atX886dO1oLoJcvXxb3jXq6zJjk+fPnGuLm2LFjtQQZlUrFR48ecdOmTRw9ejQHDRrEnj17skuXLuzTpw+HDBnCSZMmhVueKjg4WCN6rGvXrtEWuRYRYTOoDBs2TKcYpVKp6O3tzSNHjnDPnj3csmULN27cyF27dvHQoUO8du1auBMjLy8vIZ7ERFae8AibrWfAgAHhCnEqlYo/f/7kx48f+erVK75584afP3/mr1+/Ijyma9euQgSNiaw84REUFMQJEyYIIaBnz54mffbevn1bPNuLFi0aI1l5wkOSJC5evFg4MXbu3NlkDg6SJLFv374EQh3XlixZYnEZUbZs2SLEyDZt2pjsnnz48CHTpUtHINQpNrwydTGJukDTvHlzk9k+evRo8e5fvHixSdo0NUeOHBGLkE2aNFGcemIIxaHHejdF11FQiD2EhITw2LFjHD9+POvWrauzVEdEm5y9YPLkyTx9+jRVKhUlSeLcuXNFVp60adPywIEDMWbjxYsXNYIphg0bJt7979+/58GDBzlu3DjWqVNHjN8i2pycnFisWDF269aNK1as4M2bN4XTwIsXL0R2HLmEfExGj3t7e7NEiRKi7126dNEY86lnkK5Vq1aETj7q2Qt0lSGfNm2a2DdfvnzCySemCFsmpHnz5lrZJHx9fblv3z6OGTOGderUYenSpVmoUCHmypVLBG2UK1eO7du358KFC3n58mWtBfw3b96I0r3x4sXjzJkzY3xs6e/vz/bt2wvbGzZsKBxwZOQyWnv27OGECRM4ZMgQ9u7dm126dGGvXr04ePBgjh07ltu2bQu3PNXcuXPFOapUqcKXL19Gl4nh8vv3b40MKrVr19apzchOLsePH+e+ffu4detWbtiwgTt27ODBgwd57ty5cDNHv3v3TmQHiYmsPOERNltPtWrVwn3+SJLEX79+8fPnz3zz5g1fvXrFjx8/8ufPnxFqIUuWLBFOku3bt4/2rDzhIWfrkXVpDw8Pk5b+8vPzE4Fg6dKli7GsPOFx7NgxsXZRtmxZk16X1atXi99Tr169YiwrT3hcvXpVOCiWLFnSZM4dX79+ZfHixQmEluyKqbWpiLh37554bxcpUsRkTtM7duwQ+mhEAWAxycOHD8WYtWDBgopTTwyhOPTE8U0RfhQUYjey1/v27ds5ZcoUjh49moMHD2a/fv04fPhwjh8/nvPnz9eZvYAMXVCW663LWXksYaAYNlvPxIkTdU5mZScfT09PHjt2jHv37uWePXt49OhRenp6hpu+mCQPHTokBK+YTt+oTthsPSNHjoxwQValUjEgIICfP3+mv78///z5E+H+v3//Zu3atQmEZq2Iiaw84REYGMjRo0eLyeqQIUNM2rcTJ04Ib/qaNWvGSFae8FCpVJw/f76YtPXp08dkA/jAwEA2bNhQOK7FpLgbHmvWrBGTl27dupnM9gsXLojsThGJKzHJtm3bRORNx44dTWK7SqUSKWqdnJwsJlNJWHbv3i2cO9q1a2cS2+/evSucXU0tKpmSgwcPindQ27Zto2y7JEkcMGCAeJ/v2LHDRD01PceOHROl1Uxx3V++fCmi3U0tppma06dPi4xj7du3j/I7bsaMGcJpb+PGjSbqpXk4f/68eB536NDBYsYecQnFocd6N0XXUVCI3Xz48IGHDh3i9OnTOXbsWA4ZMoT9+vXj0KFDOXbsWM6cOVNn9gIydAzYr18/oR9Ed1ae8Ahb7rhx48bhZo55//49z58/z+PHj3P//v3cvXs3Dx8+zDNnzvD27dvhalQPHjwQDkHu7u48e/asOU3Sm7DZeurVqxdhVL4kSfz9+ze/fv3KL1++8Pfv3xGOjyVJ4tChQ4UT08iRI6M9K094yNl65PFuzZo1TZpR48mTJyKzeN68eWMsK094HDp0SGRWr1KlismyZobNwjpjxgyLG0ufP39eBM9FlL3CUF69eiUydeXMmZOvXr0ySbumRD2IrEyZMiazXd2BK2zQo6WgHkxVsmRJk+gvnz9/Zt68eQmEZtj38fGJekfNwP3790VlgOLFi5vE9g0bNghNXFewp6Xw6NEjUX7MFNc9ICBAlE7PlCmTxazR6OLZs2ci43rJkiWj/Jw/cuSI0ISHDh1qsdecDHWilp/HpUqVspjM0HEJxaEnjm+K8KOgEHfx9/cX6UFTpEjBa9euxXSXNJAkiUuXLhUD2YEDB5psULNz506RHaFjx44xHs2ji7Vr12o4d5jC9t+/f4sUtUmTJuWVK1dM0FPTs2nTJnF9evXqZRLbT506JQS1li1bWoTjmi527twpBvI9e/aMsu0hISGi3m2iRIl4/vx5E/XU9Ozdu1dcI1Nc95s3bwoxLSIB2RI4fPiwiOrq3bt3lGyXJElkXXN2duapU6dM2FPTc+LECeHcEdVn3bNnz0S0TK1atWK0rJo+nD17Vtjet2/fKNk+ceJE4cwjp/e3ZM6dOyfu+X79+hlt+4cPH5g9e/ZYJSio296/f3+j21mzZo0QeNevX2/CHpoPdduHDBkS092JcygOPda7KbqOgkLcJCQkRGQFcXBw4JYtW2K6S1qcPn1aOPRWr17dZM4dt27d0lhAt0SH7osXL4rsFZUqVTKJ7ZIksU+fPhbv0H3t2jWRvaJixYomsf358+cai+efP382QU9Nz82bN0X2igoVKphkTjp58mTi/zNerVq1ygS9NA93794V83FT2P7hwweR7ctSs7DKeHt7i+wVFStWjLLtK1euFHO9RYsWmaiX5uHJkyfCucPDwyNKtn///p3FihUjEJph+927dybsqenx8fERmfY9PDy0MnMZwr59+0Sg49SpU03YS/Pw8uVLcd0rV65stO1BQUGsVq0aATB9+vQW68ClzqtXr0xi+5UrV0yii0Un6rZXrVrVItfUrBnFoSeOb4rwo6AQN1H3fM6QIYPFRbWos3XrVuHgMHz48Ci3d/jwYdFeRCVuLIFdu3aJ7BUjRoyIUltBQUGsW7cu8f+pm+/du2eiXpqHAwcOCOeOkSNHRqmtK1euiAixzp07W2TqSnWOHDkirvuoUaOMbkeSJHbo0IFAaOm569evm7CX5uHYsWPC9tGjRxvdzuPHj0WN9kaNGsWKCYa67WPGjDG6nXHjxhEAHR0deeLECdN10IwcPXpUPJcnTZpkVBvfv3+nu7u7SYXT6ODYsWPC9jlz5hjVxu7du0WE7tatW03bQTOiHom0YsUKg4+XJEmk9S9QoECsSvmrPhbZuXOnwcc/ffpUOIPNnz8/wn0/ffrE5cuXs169enR3d2e8ePGYMGFCli5dmitWrNB6JwYFBXHu3Lls27Yt8+fPL/q5fPlyg/upi8OHDwun3ZMnT5qkTQX9UBx6rHdTdB0FhbiHJEns3LmzyMJ65MiRmO5SuKhnr6hZs2aUg2sePXokHCYsNQurjHr2ClPYLpdadXR0tNgsrDL3798Xzh21a9eOku1v374Vc71///3XYrOwyjx69EjYXqdOnSjZvnDhQjHX27Rpkwl7aR6ePHnC1KlTR9n2b9++sWDBggTAf/75xyIyj0WGuu1169Y1Wofat2+fCPCcO3euiXtpHp48eSKedQ0aNDBKa5ckiTVq1CAAurm58c2bN2boqelRt71ly5ZGtfHw4UORwXnYsGEm7qH5ePz4sbC9W7duRrUhv9eSJ09Ob29vE/fQfKiPRYxZrwoICBDZbtq1axfhb8bSNB1122fOnGmSNhX0Q3HoieObIvwoKMQ9AgMDWb169Vjl+bx3717hpT59+nSj27l48WKs83zes2ePsH3WrFlGtyNH7iVJkoR37941YQ/Nh7rtkS1YhsebN29E+Z3mzZtbvDOPzO7du4XtK1euNKqNefPmEQitK+/p6WniHpqPXbt2CfFi+/btBh8fFBQkam1XrVo1ShEy0c3OnTuF7cePHzf4+EuXLtHW1pa2trbcvXt3pPtv376dPXv2ZJkyZejq6koAbNGihc5927RpIyLEwtsqVqxocJ9lduzYQRsbG9ra2vLq1asGH9+lSxcCYP78+SNNcW2I3ST5588fLliwgEWLFmWyZMno7OzMnDlzslevXnzx4oXBfQ3Ltm3bCISWRzNUwPj06ZMQUPR5Rxhq+48fPzhy5EjmzJmTTk5OTJQoEStWrGiyLEBylpmECRManD5dPjZRokSRin2GCiAyFy5cYPXq1ZkkSRLGjx+f+fLl45w5c0ziJPi///2PAJgyZUqdJTTCQ6VS8d9//yUANm3aNNL9Fy9eTABMkyYNmzdvzqFDh7Jdu3Yig1nDhg01xkNfv34Vv+lUqVKJcmamEn9Icvz48UKotfQFGWtCceix3k3RdRQU4h5DhgwRc70zZ87EdHci5f79+yJjS7NmzYweS71580ZEhleqVClWzPXu3bunoUkYq0PJjh22trbctWuXiXtpHtRtb9OmjVFtBAYGCseOwoUL89u3b6btpJm4e/euKEHVvXt3o9rw9PQUWcuXLl1q4h6ajzt37gjbjc3K2a5dOwKhJZfev39v4h6aD3XbjdGvP3z4IBwg9Qn0siRN5/bt22KOaczccdmyZQRCM8o/ffo00v0tSde5ffs2nZ2djQrYCQkJYcmSJUX/I3tHWJqm4+XlJRxGDA3YuXHjhgj2iWwsY4mazrlz52hjY0M7OzuDK1/07duXQGj5yMjGMpao6Rw8eFCMQy05UYC1oTj0xPFNEX4UFOIeAwcOjJWez+vXrxeDkaNHjxp8/Ldv38QAJjLPZ0tj3bp1QrgxpkzWjh07CIAJEiTg5cuXI9zXkInBq1ev2K1bNxYrVoypUqWio6Mj06RJwzJlynDVqlUmKWu1du1aEYF2//59g46VJEk4r1WpUiXS/hg6KQqL7DQFwCT1flesWEEAdHV15cuXLw069smTJ8J5TR+nGENs9/HxiVAAaNKkiUF91cX8+fMJhJYDNDSt8oQJEwiE1l3Wp3a5MdddkiSuWbOG5cqVY5IkSRgvXjy6ubnxv//+46NHjwzqb1T7L/Pr1y+Rjnrw4MF6HZM/f34CoIuLC3PmzBmh7bt37+aYMWN0bnL96BkzZujdX13079+fAJg7d26DMuwcP36cQGipgTt37kS6vyF2BwcHi/KUOXPmZM+ePTlgwADhUJEoUSKDn026kAXLEiVKGCQsNGvWjABYrlw5vRwWDbH969evonZ9njx52Lt3b3bo0EFkv5o3b57e/QwPSZJE9riqVavq/W5+8+aNEC/WrFkT6f6GCiDkX6dSZ2dntm/fngMHDhS/sUaNGhllrzoqlYrly5fX2zFHxlBHoJMnT3Lfvn1a98e7d+/EuGjHjh3i88DAQB46dIhv374lSY4ZM8bk4k9QUJBYmDF2gUPBcBSHHuvdFF1HQSFusXnzZgKgvb09Dxw4ENPd0ZurV6+KzLnGlBORJEmUEC9RokSscgpWzxpsjGOGt7e3yGC8evXqSPe3JF3n6tWrYqF727ZtBh8/atQoAmCWLFkiHftamqZz+fJlsdBtaMDOz58/RVaioUOHRrq/pWk6sjOSMTqmvFDs5OTEBw8eRLq/pWk6hw8fNqj/6n1q2LChcFjUZ25saZrOxo0bjdIxX758Ka6dvpmoLE3XkZ0uDQ3YmTlzJgEwbdq0emWisjRNh/wbsGOIjhkYGMh//vmHANirV69I97dETYck+/XrJ/6++joZqzsC6ZNN3xI1HZJs27YtAbBkyZKxIjO+NaA49MTxTRF+FBTiFhcvXhQTqkuXLkW6vyGTInOn8yP/LnRnyJDB4KicTp06EQCLFCnC4ODgSPc3xPbHjx9z6tSprFChAtOnT08HBwemTJmSderU4alTpwzqZ3jIjli5cuUyaKH748ePIg3iggULIt3fkInB6dOnmTBhQlauXJldunThsGHD2LlzZzGYLF++vF5/68iQy0YVK1bMoPZWrVpFAEycODF9fX0j3d8Q28Oyb98+caypxB9Jkli/fn0CoTV59V3oVqlULFu2LIHQCEB9MMR2WfzJnz+/TiHAmKw6umyoUKECAbBx48Z6H3f79m2DI0MMve6/f/9mrVq1CIA5cuRgjx49OHToULZu3ZqZM2fm/v379e6vLtQzDHXp0kXv4wYNGmTwM+LUqVN8/PgxJUni6dOnDRY8yVCBIH78+HR0dDRItNDFr1+/mD17dgL6pxn+/v27iNKdOHGiXscYYrecPcfDw0Nr8iynBm7Xrp1e542Ir1+/Ml26dAaJaLt27SIQ6qypTwQbaZjtffr0IRCaMlv92evn50c3Nzc6ODjw8ePHep03It69eycid/UpvaVeaqtmzZp6PRsNFUC+ffvGFClS0NHRUSPS6vfv3yJ6bvPmzQZYqZtnz54ZFMmnXmrLFJHZkyZNIgD27Nkz3H3MJf4Y87xWiBqKQ4/1boquo6AQd3j//r3IdLN48eJI97c0TUdeqDcmYGfJkiUEwGTJkumVscPSNB3ZEcvFxcWgbBAhISEsUaIEAbBt27Z6HWNpus6iRYsIGB6w4+XlRTs7O9rY2OiVddjSNB2SnDhxIgEwY8aMBumYvXv3JgDmy5ePgYGBke5vaZoOSQ4YMMBgjeLr169MmzYtAf0z3FiapkP+dQ4rXry43gvdW7duFc4w+j4jLE3TkSSJ9erVIxAaWKnPXF2SJFauXJkAWL9+fb21T0vTdYwJ2FEvtaWvg64lajrqOqa+pbfkv7u7uzt//vwZ6f6WqukEBAQwW7ZsBPQrvaVeamvEiBFRPn9MajrqOqZSeit6UBx64vimCD8KCnEH9YVSfaI7SMO9vgHzpvMLDg5mkSJFCICdOnXS+7ijR48K0ejevXt6HWOI7U2aNCEQmlWic+fOHDp0KOvXry9KJpnC4109+4a+10+9b+XLl9cre4MhE4PAwECdbQYFBYlJzNatW/Xua3j4+/szffr0BPSP5Hv9+rXw0l+3bp1exxg7Efbz82OqVKnYpEkTlitXzqTij7pgu2zZMr2OkUttpUqVip8+fdLrGENsl8UfY1Nm68vz58/FQrc+gpL6BLJr1656n8fQ6969e3fhcBLe/R9V7ty5Y1Akn3qpLWOyeJE0WvyRsykZkmEkIi5cuGBQ6S251FbhwoWNEpojs3vq1KkEwNmzZ2t95+XlRQCsVauWwefVxaFDhwjoV3pLvdSWsSUJI7Ndfo/rem/KWWL69+9v1LnDIkfy6VN6Sy61pa+zZmToEkBWrlxJAGzdurXW/idPniQA/vvvv1E+N0kuWLBALHBEJKBKkmRURp+ImD59OgGwb9++4e6jj/gjvxcyZcpk0PnVS2/9+vXLoGMVDEdx6LHeTdF1FBTiBsYEfFiapkP+DdgpWrSo3uP3Fy9eCEeLLVu26HWMpWk6kiSxQYMGBPTPvkH+Ha+lS5eOX79+1esYS9N1VCoVK1asSAD877//9DomMDCQ+fLlIwD26dNHr2MsUdMJDg5m4cKFCegfsHP27FkCoJ2dHb28vPQ6xhI1HWN0TGMy11qipqO+0K2PY5J6qS1jy6tZiqajHrCjz/tDvdSWseXVLEXXUdcxIwvYUS+1Zexv0ZI0HUMCdtRLbZ09ezbK545pTef8+fN6l96SHR31KbWlDzGt6aiX3jLVe1MhfBSHnji+KcKPgkLcQc7wkjt3br0HDIaKANGRzu/evXt0dHQkoF/pLfVSW5MnT9b7PIbYvnr1at64cUPr8zNnztDBwYGOjo7i7xIVDF20l0ttOTs789mzZwafz9jJIEnOnTuXgP4ZMyLjyJEjwikrskg+9VJbtWvXNqq8miG216tXTzjPmFr8If9G8umTsla91NaePXuMOp+liD+kYZF8cuSboaWq1InM9qdPn9LW1pZFixY1e9k+9Ui+iOwJCgoSIpmx9elJ43/vssiqK3LV2AmhPMHNnTt3hCL/xYsXCehfaksXkdm9f/9+sWgSVuwbN24cAXDu3LkanxtrN/lXwCxfvnyE+8n1tvUttaWLyGyXxRhdjhbypD1//vwanxtru3rprZYtW4a7X3BwsHin61NuQB90CSAtWrQgoDvdd3BwMBMkSEB7e3uN8ZSxtqtUKvHuGDlyZLj7Xbp0SQidUY2cJEPtkNNvHzlyJNz9zCn+BAUFiWfIqlWrDDpWwXAUhx7r3RRdR0EhbmDIvFDGEjUdQwN21Ett6SqpER6WqOmoB+zos2ivXmrr4MGDRp3TUnQd9YVufUpvyaW2smbNyoCAAIPPZ0mazt27d4WOGVnAjnqprVGjRhl1PkvSdNQzxUemYxoS4BIelqTpqNsTWekt2anQEGe/sFiSprNp0ybxvoooCOfTp08Gl9rShSXpOuqltyJ6dq1fv56A/qW2dGFJmg75N2And+7cEd7HtWvX1nLAiQoxremQf0tvVa9ePdx95GxYAPQKYIwMS9B0SLJly5YEwB49ehh8rIJhKA49cXxThB8FhbiBIROo8DB0YmAu8YckJ0+eTEC/0ludO3cmoH+pLV1ERQCR04aqp32MCupldSJyzPL39zeo1JYujLU7JCSEVapUIQDu27dP47uoDBDlSL4SJUpEODHYvn07gdDsDcaKbvravnr1agLg7t27STJC8ScqC91yJF/9+vUj3LdRo0YE9C+1pQt9xZ/KlStzyZIlnDRpEpcsWcLbt2+H22ZUFrrl0lu9e/cOd7/v37+LiE1Da9OrE5ntctm/BQsW0N/fn+vXr+fkyZO5dOnScAW/qCx0yxmH5syZE+5+suOeu7u7QeX4wmLM7112qMmePbvO7421/devX8ycOXOkjmlNmzYlAA4ePNig9tWJzG7131/u3LnZu3dvDhw4kBUqVKCDgwN79eqlFTkYlefc169fmTBhQgLgrVu3dO7z8+dPkYHs5s2bBp9DJjLb06RJQwA6nSjlaC4nJyeNz6Niu4+PD21sbOjo6BiuA9+ePXuEsG+sI5M64QkgcjbA8OqZ58mThwA0hNmo2C5H4aZKlSrclPqtWrUioui4p47sOFejRo0I99NnPBcUFERvb2+9S7+pI2dcKlKkiMHHKhiG4tBjvZui6ygoWD/GZG4NiyVpOoYE7CxdupRAaKmtDx8+GHU+S9J0tmzZQiA0c1BEjlmSJLFUqVIE9C+1pQtL0nXkgJ3kyZNHmG3o8ePHBpXa0oUlaTrk3wwSmTNnjlCbnDJlCgH9S23pwpI0HfLvvKN06dLh7iNJktA/pk2bZvA5ZCxJ0yHJtm3bEog4aOXZs2e0sbGhk5OTQeX4wmJJmo56meyIHNNmzJhBILQUVlQcrCxJ11GpVCIrV0RBK3Ipxai8Yy1N0wkKChLnPH36tM59ZN3HwcHB6He6Opai6Xz8+JFOTk60sbEJVxeRnWQrVapkcPu6sBRN5+7du8T/O/AZG2CroB+KQ08c3xThR0EhbiCncDSkVFNYzCH+GDtQUi+9NXbs2HD3e/nyJW1tbWlvb693qS1dREX8qVGjhs5F6agsdMul0yIqJSWXXSpZsqTZsjfIfPz4kWPGjOHo0aPZrVs3UQu2efPmWhOyqAyO1Z2UIhJ1ypYtSwD83//+Z/A5ZPSx/cWLF0yYMKHGxNxc4s/bt2/p6OhIGxsb+vj46NzH19eXdnZ2tLOz45s3bww+h4y+4o+urXz58jpFyajYfuvWLQKhpXjCq6ssC4Nly5Y1uH11IrO9Tp06BMBJkyYJQV3ebGxs2L17d5M6d+zatYsAmC1btnB/x3LqcmPLLskY85yTxakZM2bo/D4qE8LZs2cTCK27rot3797RwcGBtra2ekco60IfuyVJ4tixY0XKfXnz8PDgpUuXtPaPit0k2bNnTwLhp2SXU1KXKlXKqPZlIrO9U6dOBELT4qvf158+fRIOV4BmtFdUba9VqxaB8KO15UWFWbNmGdV+WMITQOQa6OGJuvLiysWLF8VnUbFdkiQhKOkqI/Hx40fxDnj+/LnB7YdFHiPkzJmTnz9/jnBfcy7mkaHjGjkluymi1BTCR3Hosd5N0XUUFKwfeXyob6ktXViSpkP+DdipXbt2uPsEBweLsjWbN282+BwylqTpqJdOiyho5fz583o5v0SGJek6KpWKpUuXJhBx0Iqc6cDcjkzRqekEBweLv2l4QSshISHMlCkTAfDQoUMGn0PG0jSdHz9+RBq0cuXKFQKh2UijUorX0jSd58+fRxq0IgduRjVjkqVpOnLQSurUqXU6p6lUKmbJkoWAttOgoViarhNZ0Ipc5itRokRGZSCTsURNRx47hFdecdiwYeLdYgosRdMhydatWxMABw0apPWdJEliPWfXrl1Gta+OJWk65N+1mEWLFpntHAqKQ0+c3xThR0HB+rlx44YYJIa3GK4Plib+yPVO06ZNG2594xEjRhAAmzVrZnD76hgr/rx48YJOTk5MkCCBVvrMqNgu14EtXry4zu8lSRIleKISRaav3d7e3lqT4IEDB+q8LlEdHMvXNLzaznfu3CEQda/wyGyXS6SETY0akfgTVdvldKHDhg3T+b38m2vUqJFR7ctEZvuHDx84atQoenl58evXr/z69SvPnj0rMulkzZpV61kTVdvliZauaFRJkkQ0hq6FcEOIzHY5gsbOzo5Vq1bl3bt3+ePHD548eVKIc2PGjNE4Jiq2BwcHi3T0ujIPPXjwgACYIEEC+vv7G9y+OoY+5/z9/ZkgQQI6OjqapPxPWL58+SJS0T5+/Fjre7kkWb169aJ0nsjs/v37N//77z+6uLhwyZIlfPfuHb99+8ZDhw4xa9asdHBwMLq8XXjI19XZ2VnrukqSxAIFChAAN2zYEKXzRGb7u3fvhKCcN29e9unTh506dWLKlCnp7u7OBAkSEIDRkaO6kNOSu7m5aQmpjx8/JhBamzsywUIfIhJAIhN/ZEdpXcKfscipuXXVcZ82bRoBsGbNmlE+z4IFCwiERia+e/cu0v2jQ/yRy8JGZdFGIXIUhx7r3RRdR0HBuvnx44coSRLeYrg+WJqm8+HDBzo4OEQYtCIHOOTIkcOs2RvCw1yazs2bNwlEHLTSvHnzCOf/+mJpuk5kQSsBAQFMnDgxAdDLy8vg9mUsUdOJLGhl3759BMAsWbJEKRupJWo6vXr1IgB27txZ5/dt2rQJdyHcECxN0yEjDlpRD24wNqO+jKVpOupBK1u3btX6/vDhw+IZGnbubyiWputEFrTSsWNHApoloozBEjWdN2/e0M7Ojvb29lrl1v78+cMUKVIQAM+fPx/lc1mapnP58uVwHRNPnDhBAEyXLp3RFSRkLFHTkcvC5s2b1+zlDOMyikNPHN8U4UdBwfqRvbH79OkTpXbMIf5ENZo9Z86c4TqtBAYGimwu586dM7h9dYwRf/78+SMij6ZPn671fVRsVxc4dKWO1MfZSR8MtTskJIQvX77k3LlzmTBhQpYoUcIki67qyFmXHBwcdA5au3XrRiDqdVsjs33mzJkEtOvYm6PeusyFCxcIgClSpNAqt6ae1lRX3WtDMFbsDA4OZvHixQlo156OKhs2bCAAFihQQGti4OnpSSDiUjX6EpntRYsWJQCmT59ea3J269Yt2tra0tXV1aSTYTkltK5ya717945QFDMEQ6+7PIEMz7nOFLRv354A2L9/f43Pg4ODmSFDBgLgsWPHonSOyOyW32Xz5s3T+k7OHmWMiB8ZspgaNtOYnBI7efLkEZZd1Ad9rrmfnx979+7NzJkz08HBgSlTpmT79u1FmuREiRJFqQ9hUalUIlLswIEDGt/179+fANi+ffsonycyAcSY9MxRRb104N27d8XnISEh4m8S9p1jKHPmzBEii77praND/Hn69Klw1vr06ZPZzhPXURx6rHdTdB0FBetmyZIlBCIuV6MPlqbpkJE7rVSqVMkk80tL03TIiINW1J2dolKCh7Q8XUc965KuoJUVK1YQCC21HhUsUdOJLGilWrVqBMLPlqIvlqjpRBSM9OnTp0hL1eiLJWo6EQWtrF27lgBYuHDhKC+CW6KmIwetlCtXTuu72rVrEwCnTJkS5fNYoq4jB62Ezbz09etX8Rx4+PBhlM5hiZoOSTZs2JAAOG7cOI3PN27cSADMnz9/lO93S9R0JEkS5dbWrl2r8Z1c8m38+PFROoelajrq63DGlspUiBxTajq2UFBQUFCwKPz9/bFx40YAQLdu3WK4N9o4ODggZ86ccHd3N/hYGxsbdO/eHQCwaNEire937doFPz8/5MuXD6VLl45yXw1BpVKhVatWuHDhApo0aYKBAwdq7RMV2xMkSIB27doBABYvXqz1vfz36Ny5MxwcHAxu31js7OyQMWNG9OnTB0uXLsXly5cxevRok54jY8aMqF27NoKDg7Fy5UqN775//47169cDMO/9/uTJE4wYMQLt2rVDjRo1zHaesJQsWRL58+fHx48fsXPnTo3v9u7di3fv3iFnzpwoX758tPVJHXt7e3Ts2BEA4OnpadK2GzVqhOTJk+PWrVu4fPmyxnfy/d6pUyc4Ojqa9LxhSZIkCQCgWrVqiB8/vsZ3+fPnR+bMmfHjxw94e3ub7JwdO3aEvb099u7dizdv3ojPAwICsGbNGgAx83xfvnw5AKBLly5mO4f8jF+9ejV+/folPj948CBev36NbNmywcPDw2znB4ADBw4AACpUqKD1Xf78+ZE0aVK8fPkSnz9/Nul51d9vDF2sBfD3md+hQwc4OTmZ9Jy6SJEiBebNm4fnz58jKCgIHz58wMqVK+Hj4wOSKFq0qEnPZ2trK+5n9fdbSEgIVq9eDeDv38ZY5s6di549eyJv3rw4ffo0UqdOrbVPjhw5AACPHz/W+i4kJAQ+Pj6wt7dHlixZotQXdVxdXdG6dWsAwIoVK8TnFy9ehI+PD9zc3FC1alWj2582bRr69euHAgUK4PTp00iZMmWU+2wq3N3dUbVqVfz580fr/aagoKCgoBCXISnmOz169Ijh3mgTFV0D+GvTihUrEBgYqPHdo0ePcOLECcSPHx9t2rSJcl8NwdyaDhD+eB8AVq5cieDgYNSqVQuZMmUyqn1jMbeuY29vL+aQCxcu1PiOpPjMGjWdJEmSoFmzZgCAJUuWaHz37NkzHDlyBE5OTkLvi27MqenkypULFSpUwK9fv7Bu3TqN71avXo3AwEBUq1bN6N+TvsSEplO1alVkzpwZL168wJEjRzS+k5/v3bt3h42NjcnOqQ/Roem0bNkSLi4uOHv2LO7fvy8+f/HiBQ4cOABHR0e0b9/ebOeXiQldp2vXrgCALVu2aLS7bt06/P79G5UqVRK6gzmJbk0H+Pt+W7p0KVQqlfhc1jmier9bqqajvlYl/76A0PWKvXv3ws7OTjxjjcGSNR1HR0dhm7w2o2DZKA49CgoKChbG2rVr8evXL3h4eETLIDG6ad26NRIkSIBTp05pTbZialKkUqnQsmVLbN++HY0bN8aGDRvMcn55YrBp0yZ8/fpVfO7r64s9e/bA3t4enTp1Mvl59aV69eoAgDNnzpi8bVn0W7p0KUJCQsTnGzZswM+fP1GuXDnkyZPH5OeVuX//PgIDA7F69WrY2NhobGfPngUAZMuWDTY2NtizZ4/Jzqs+MQgrfMliUEyIAOqkSJECQKiziSlxcnISEwP1RX5/f3/s3LkTtra26Ny5s0nPqQv5OZo4cWKd38vi0O/fv012ztSpU6Nhw4aQJEk48AChTi3fv39HyZIlUaBAAZOdTx+uXLmC27dvI3v27GZ1ICtcuDCKFi2Kr1+/4vDhw+Jz+XfVsWNH2NqadwoiLyx8/PhR53ffv38HAJM7k9WtWxcpUqSAt7c3njx5Ij4/ceIEAAjHj5hCFidatGhh8rZl206fPi3En4cPH+Lr169wc3ND4cKFjW5bXwGkYsWKAKAluAKh4vavX79QqlQpkztVNWrUCECoE4/MtWvXAIQKwXZ2dka1O2HCBAwdOhSFCxfGyZMnkTx58qh3Vo3g4GA8fPgQz549M7oNedwg26ugoKCgoKAQOia4c+cOUqZMiQYNGsR0d0xOREEr8hy3RYsW4c6/zEF0aTrhBa2oVCphe0w7cZlL1+nUqRPs7e2xb98+vH79Wnx+9epV3Lx5E0mTJkXjxo1Nek51YkrTAcIPWlm2bBkAoGnTpkiWLJlJz2kI5tJ0gL+2hw1MlIP1ohq4oQ8xoemoB62oB248e/YMV65cQaJEidC0aVOTnU8fokvTSZgwIVq2bAkAIuAYCHWwIYl69epFi1NCTOg67u7u8PDwQGBgII4ePSo+jwuaToUKFZAhQwa8ffsWDx8+BBDqRCO/6xo2bGh025au6ci2Xbt2DcHBwQCAmzdvQqVSoWDBgkiTJo1R7SqajoKpURx6FBQUFCwM9UV+ayRRokRiYiBPfoHQaJtz587B1dXVLAPT8AgJCUGzZs2wZcsWNG/eHJs2bYK9vb1ZzpU9e3ZUqlQJv3//xpYtW8TnO3bsgEqlQt26dZE2bVqznFsffH19AcAs9nt4eCBr1qx4/fo1Lly4ID7ft28fAETJ210f3Nzc0KFDB52bHBXw33//oUOHDnBzczPpuZs3b4748ePj4sWLIsIjKCgI586dA2CeiZghyJMzU0Y4yLRq1QoAcOrUKfHZ9evXERwcjGLFiiFDhgwmP2dY5Gww9+7d0/ouMDBQOF6Y+rrLE8JLly6Jz9QX+aMb+XkbmROVKSaEsn3qE0IvLy8AQNmyZY1uV1/kc0yePFkranjs2LEICQlB0aJF4erqKj43hd0ODg4oUaIEgL/2vnv3Du/evYOrqyty5sxpdNv6IkkSfv78qfX5ihUrsHnzZhQoUEDrmWMK21OlSgU3Nzf8+vVLiD/y36BIkSJGt2uIACIvsGzZsgXXr18Xn//58wcjR44EoB01bArbCxUqBAC4c+cOgoKCAECc31hHprVr12L06NGws7ND2bJlMX/+fIwdO1ZjU3cWBICpU6eibdu2aNu2rVjEWL16tfhMXYgGQt/5uXLlilLGLNk+9b+3goKCgoJCXEfWdDp27Bgt2RmjG/WgFfWMJSqVKkaykUanpqMetKKeffjSpUt49eoVsmTJgsqVK5vl3PpiLl0nderUqF+/PiRJwrZt28TnsqbTqlUrxIsXz6TnVCcmNZ3ChQujYMGC+Pr1q4aeJescsu4RU5hT06lbty5cXV3h7e2NDx8+AAC+fPmChw8fIn78+KhWrZrJzxkWS9B05IxcssZRtmxZJEiQwKTni4y4pOmonye6dR35vLK96v9fvHhxo9vVl5jSdGxsbFCsWDEAf+19+PAhfv/+DTc3N6OdFmODppMoUSJky5YNgYGBIitVXNF0ChQoABsbG9y7dw9//vwxuh2F6ME8o1sFBQUFBaP48OEDHj58CBcXF9SuXTumu2M2WrZsiWXLlmlEDMkT0EqVKmkMxs1JUFAQGjdujL1796J169ZYvXq12TNH1K9fHydOnMDly5fFIFSeIEWH8HPlyhXky5dPa+L58+dP9OnTBwBQs2ZNje+Cg4Px7NkzODg4GJ1K19bWFh4eHnj69CmuX7+OcuXKgaSYJJQpU8aodvWlQIECWgNfmfLly+P9+/eYPHkysmbNqvGdKWx3cXFBgQIFcOnSJdy4cQOVK1fG/fv3ERQUhGzZsiFp0qRGtWsIV65cQcGCBbUiV06dOoU5c+YAgHC0kzGF7Tlz5oSLiwt8fX3x4cMHpEqVyiSL/IZQvXp1ZMmSBUePHsXx48c1fmcTJkzAt2/fUK5cOY10r6awXX2hmyRsbGyiPCEEQjPdyBO79+/fAwgVmNq2bQsASJ48OWbOnKlxzPfv37F161Y4OjpGmvpenhBmypQJL168MKqPsn3ytf79+zcePHgAW1tb5M+f36g2DbF7xIgR2L9/P06ePImcOXOK1NwXLlzA1atXET9+fMybN0+jfVPYDYTavn//fnh5eaFZs2bib1C4cGGj3y+G2P7r1y+kSpUKlStXFs+zc+fO4erVq3B3d8fu3bu1yjqa0vYXL17Ay8sLefLkMYsAEhY3Nzfxd0iYMCGWL1+ORo0aoXz58mjatCmSJk2Kffv24dGjR2jUqBGaNGmicbwpbE+UKBGyZs2Kp0+f4v79+yhYsKDGdTcGHx8fAKELY3PnztW5T7ly5YTtQGgUmxydLHPx4kWNzEGmdp4NK/6YcxFHQUFBQUEhtiDrHDEduGFOmjVrhm7duuHSpUtiDPDo0SP4+/sjY8aMwuHZ3MSUpjN16lSNDD2ypuPh4WH28wMxp+tUrlwZ27dv11hojQuaDgCULl0aN2/ehJeXFypXroygoCDcuXMHQPRoGzGl6Tg4OKBgwYLw9PSEl5cXatSogRs3bgAIvSbmcp5TJ6Y0ncyZMyNJkiT48OEDfH19kT59+jip6ch6VlTnuEDs0HXC6lnv37/H27dvkTBhQq3ni77EJk1n586d8PLyQuvWreOMpgOE2vjkyRNcv34dBQoUiDOajouLC3LmzAlvb2/cuXNHOHUpWCaKQ4+CgoKCBSEPFgoVKqQ1OLMUTDEpKlSoEGxtbTUWgORBYnQt8gcGBqJBgwY4dOgQOnTogGXLlkUqvJh6kV8mqoNEQyYGU6ZMwZkzZ1CuXDlkzJgRCRIkwOvXr3H48GH4+/ujVKlSGDZsmEb7phwcA3/tff36NT59+oSkSZMaXWPemImwIZjK9iJFiuDSpUtC/DGFU4shtg8ZMgT3799H+fLlkT59egCh2STkiLIJEyagVKlSGu2bwnZbW1sUKlRIQ/yJbgHE0dERa9euRZUqVVC9enXUr18fmTJlwrVr1+Dp6YkUKVJoZAsDTGO7LP74+fnB19cXadOmFcJXVGy/desW1q5dq/HZ8+fP8fz5cwBApkyZtO75jRs3IiAgAE2bNjV5ilddhBV/bt++DZVKhbx58xodxWaI3enSpcONGzcwbdo0HDx4EKtXr4YkSUiTJg3atm2LIUOGmC1bjvybln/jphC9DLHdyckJTZs2xfnz53H8+HEAoWmjx40bh/79+8PFxcXofkSGLP5cv34drVu3jhEBpF69ejh79iwmTZqEnTt34s+fP8iaNStmz56N3r17m628YeHChfH06VN4eXnB3d0djx8/hqOjI/LmzWtUe3LEliEYWlbBzc1NRJoai7r4c/fuXRQtWjRK7SkoKCgoKMR2/Pz88ObNG/GOtERMoWvI2ScfPHggxgBxRdP5559/YG9vD29vbwQEBMDZ2TnaF7pjStcJq+moB2lFh55lDKbUdIC/tstBWtmzZ0eiRImMajM2aDpA6LWNi5qOjY0NChUqhJMnT8LLywvp06eP9vm9THRrOunTp0eKFCnw8eNHvHjxAqlTp45ykBYQO3Qd+dreuHEDkiRprNUY67AZmzQd4O+aRVzTdLZs2QIvLy907NgxyrbHFk0HCLXR29sbXl5eikOPpUNS2WLZBsCrUKFCVFBQsD7Gjx9PAOzXr5/RbezevZtt2rRhmzZtWLVqVQJglixZxGcDBgzQ2H/KlCniu/z58xMAS5UqJT5bvny5xv4+Pj4EwEyZMhndR5LMnTs3AfDKlSskydKlSxMAjxw5YnSbhtjetm1bAmDy5Mk5evRojhkzRms7ffq0RvumsP3Xr1+0s7Ojra0tf/78ye/fv9PGxoYODg788+ePUW2OGTOGAMLd1Pt74MABNm/enNmyZWPChAlpb2/PFClS8P/YO+vwKK42ip+NCwSX4Fbc3SnuVqRAcXeH0hZvi7u1OMU+pEgp7u7BgyXBIUgIgbjsnu+PdC672Y3PZje783ueeVpmZ+7cNzM7e++5r9SvX58rV65kZGSkXvty3XMPDw8CYOHChUmSu3fvJgA2bNgwyW0mxvbYqFOnDgHQy8tL7zO5bN+wYQMBsH379iTJAQMGEADnzZuX5DYTY/uaNWvYvHlz5s2bl66urnRwcGDu3LnZsWNHnj171mD7ctk+atQoAuC0adNIkvnz5ycA3rlzJ8ltJuW+e3p6smPHjsySJQvt7e2ZK1cu9u/fny9fvtQ7Vi7b69evTwDcu3cvHz9+TAB0d3dPVpupAY1GwyxZshAAnzx5wmXLlhEAe/bsaequGR1fX18CoJubG9VqNVu0aEEA3Lp1q6m7ZnSOHDkixhCRkZF0dnYmAPr5+Zm6a0Znzpw5BMCBAwfy9OnTBMAKFSqYulspQrdu3QiAf/zxh6m7YpGUL1+eADxoBjqEsim6joKCQvwcPHiQAFi7du0kt5FaNB1pDLBixQqS5PDhwwmAv//+e5LbTA2aDknxdz5//jxJsmjRogTAa9euJbnN1KDrhIeH08HBgQAYEBDA58+fEwAzZsxIjUaTpDZTi6Zz9+5dAmD+/PlJkqtWrSIAdu7cOcltphZNZ/PmzQTAVq1akSTbt29PAFy/fn2S20wtms748eMJgJMmTaJaraabmxsB8PXr18lqNzXQtGlTAuDOnTt56dIlAmCpUqVM3a0UIUeOHATAR48ecerUqQSg99trifj5+REAXVxcGBUVxWrVqhEAjxw5YuquGZ2TJ08SACtVqsTPnz8TAB0cHBgeHm7qrhmdRYsWEQD79Olj6q5YJHJqOiYXMZRNEX4UFBS+0qpVKwLg5s2bk9xGYidF0sQ3tq1Hjx46xxtD/ImKiqKLiwsB8MOHD0luMzG2x2c3AE6ZMkWnfblsL126tBB/zp49SwAsV65cstpMDWiLP58/f+Yvv/xCAJwwYYKpu2Z0JPEnX758JMmKFSsSgJ7AaIloiz8fP34kADo7OxsUGS0NbfHnf//7HwGwRYsWpu5WitCkSRMh/khi+9KlS03drRRBW/zJmTOn+H9LR1v8uX//PgEwT548pu5WinD8+HGxeLZy5UoCYK9evUzdrRRBcmYaMWKEqbtikSgOPZa7KbqOgoJlIkeQVmrRdGIuAMkRpJVaNJ3evXsTABcvXixLkFZqQlvLkCNIK7UQM2BBjiCt1MKDBw8IgDlz5iQpT5BWamH79u0EwGbNmllVkBZJTpw4UWi2S5cuJWAdQVok2bJlSwLgli1b2Lp1awLWEaRFknnz5iUAenp60tXVlQD4/v17U3fL6AQEBBAAHR0dee3aNQJg6dKlTd2tFOHEiRMEwBo1api6KxaJnJqO8Yu6KigoKCgkGDlSd06dOjXOF3/MVKOnT5+O8/gNGzboHC+l80tOulZAN1Xvo0ePEBISgjx58iQrdWhibI/PbpJ6qRHlsl07Va8cpZdSCw4ODihdujSA6NSlcqTpTS0ULVoUzs7OePbsGd69eydqrZcrV87EPTM+0v29efMm7t27BwAoVapUitRaNzXly5cHANy9exePHz8GgCSX4EltSHY+evQIr169AgB88803puxSilG4cGEAwKtXr+Dn5wcAyJ07tym7lCJkypQJzs7OCAkJwcePHwEAWbJkMXGvUgZp7BIYGIjg4GAA0fXfrQHJzpCQEBP3REFBQUFBwfRYq6ajVqtx8+ZNnf1JIbVoOtq237p1CyRRqlQpODo6Jqvd1IC27XI876kFOzs7lC1bFkC0niXH855aKFy4MNKkSYPXr1/j2bNnePr0KRwdHVGsWDFTd83oKJqOoul8+PABgHVoOsBXO9+/fy+0jZQo82Zq0qVLBzs7O4SHhyMwMBCA9Wk6oaGhJu6JQnwoDj0KCgoKZoKfnx9ev36NNGnSiIGjJWNokV+aHFs6kp337t2Dl5cXAKBEiRIm7FHKIdnp5eWFN2/eAAAKFSpkyi6lCHZ2dsifPz+A6BrCERERSJs2bZJrracmcubMCQDw9/cXk6JMmTKZskspRsaMGQEAQUFBYmKUNm1aU3YpxZDsDAsLE7a7uLiYsksphrOzMwAgODgY4eHhAAAnJydTdinFkOwMCAjQ+belI93z0NBQhIWFAbAe2yU7JbsVFBQUFBSsmVu3bgGwjkX+smXLQqVSCV0jJCQEOXPmtIqFP2vWdKRFfi8vL7x+/RqAdWg6wFc737x5A39/fwBf9Q5LxsbGBu7u7gAgHDukxW9LR9J0AgMDFU0H1qfpWPP8/suXL+LfKpXKlF1KMRQ9S3HoMXcUhx4FBQUFM0GaDGbPnh02Npb/epYmg58+fUJQUBCArxMlS8fQIn+aNGlM2aUUQ7LTmieE0sRA+reloz0xkDI4WKPt0vNujbZLAoi12S4JII6OjlYngEi/69YQpQx8tTM8PByRkZEAAHt7e1N2KcWQ7IyIiDBxTxQUFBQUFEyPpOtIeoclkyZNGri5uSEqKkpkMFA0HctH0XSse37/+fNnnX9bOso9t25NR/s9Zy3OHZKdUkCmg4ODKbuToki6jnTPrU3TkbQsBfPF8leMFRQUFFIJ1ubxrT04traJgXY0uzIhtD7bpUmRtSx029nZwc7ODhqNRjj0WMuEULIzPDwcUVFRAGAVUWyA7oSQpIl7k7JIzjuSc65arTZld1IUjUYD4Ov7zVoEAcmZxcHBQce5xxqwtixUCgoKCgoKcWGt83tpkd9axgPamo616RqS7das6Wjfd2vRdWIGrVijpiPNba1F05HstGZNR6PRwNbWVvy/NWCtmg7w1VbJcdVaNB1rW5NMzSgOPQoKCgpmgrX9eGoLINoLYdaA9mKftMgvTRAsHWueEEpIE0NrWeQnKZ5z6XtvLZkcrHmRX/s3zdpK8mhH6apUKkRFRYnvgKUj2W5tNbi1o/asLV2xtS1cKigoKCgoxIZarRZjPmuJ6pbG+cHBwQCsx7nBmjUdaw7ckCAp7re16DrScy6N+a1R05Hed4qmY/loOyta6/xeW9Oxlnd9zLJ61nbPrWVNMjWjOPQoKCgomAmSo4O1TQbt7OyEI4+1TQgdHR2tdkJojZMiyfZ06dLp/NvSkZ5tBwcHuLq6ArAe2635edde5Lc22w3ddyk7lSVDUtzjDBkyAPgarW3pSJGqLi4u4h3//v17U3YpXjQaDRYtWoQiRYogbdq0qFKlCo4fP27wWE9PTzg6OmL58uV6n0klNiS7FRQUFBQUrBXt0unWEslv7YEb1qjpKPM8XdutRduQ7rG16VnWrOlYs+3a77mYjquWjqRdubq6CudVKdO8JRMaGorIyEjY2toic+bMABRNR8H8UBx6FBQUFMwE7bS11oA1e/obiuS3Ftu1J4TW9szHjHIIDg62iigHadLr5OQk0pYGBASYsEcph2Sni4sL0qdPDwB4+/at6TqUAOSaEL579w5A9IQwW7ZsAIBnz54Zrd9yIJftT58+BQBky5YN+fLlAwA8ePDAaP1OLnLZ7ePjg8jISGTPnh3FixeHnZ0dfHx8EBQUZGwTkoxctt++fRsAULx4cZQpUwYAcOPGDeN1XAaWLVuGUaNGIW/evOjfvz98fX3RtGlTYYuEWq1G7969UbVqVQwePFivHclOyW4FBQUFBQVrRaVSWZ1zhzS/t+bsjNamZymL/Lr33VoW+SU7pcCNL1++WIXjoqTpuLq6KpoOrE/TyZo1K/Lnzw8AePjwofE6LgNy2E5S2Jk/f34UK1YMAHDnzh3jdj4ZyHXPJRuLFSuGokWLwtHRET4+PmYdpKZoOtaHVTn0qFQqe5VKNUKlUq1XqVS3VCpVhEqlokql6puAc3uoVKqrKpUqSKVSfVapVKdVKlWLOI53VqlU01Qq1SOVShWmUqneq1SqHSqVqpi8VikoKFgK0kTYnBe+5ESyU3uR39/f35RdSjE+ffoEIHpCKE2GfX19TdmleJFrgCzZmT59eri7uwMAnjx5YryOy4ActqvVajHxzZ8/P7JmzYrw8HAxSTRH5Lrn9+/fBwAUKFAAxYsXBxA9UTJn8UfuRf4SJUpY3SK/h4cHAKBs2bIoX768zj5zRQ7b/f398fTpUzg7O6NYsWKoWLEiAPO2Xe57XqFCBTg5OaFkyZLQaDS4detWSpiRJIxhe4kSJeDo6Ahvb2+zFn/++OMP1K1bF0ePHsX8+fNx5swZaDQarFy5Uue4BQsW4O7du1izZo0oGanN9evXAUTbrqBgbBRNR0FBwdxxcXEBYB26DkmxyJ8xY0YAX7UOS0fRdKxP0wG+2pk9e3YUKFAAwFe9w1yRw/bAwEC8ePECdnZ2KFq0KHLlyoXQ0FB4eXmlhAlJwhiaTunSpQFE61nmXFJb0XTknd+nBk0HkMd2yYEle/bsyJEjh5jjm7Ptxrjn9vb24vtuzhquoulYISStZgOQHgD/294CePHf//eN57x5/x33EsBCAMsBfPxv31ADxzsCOP/f59cAzAawFUAkgGAAVZJph0f58uWpoKBgWYSHh9PR0ZEAGBAQYOruxIparebChQtZuHBhpkmThpUrV+axY8cMHnvv3j06ODhw2bJlep/t2LGDANi0aVPeu3ePAJg3b14j9z55yGV7nz59CICLFi3i1q1bCYAtW7Y0dveTxeLFiwmADRs25OjRo5k7d27a2dnx1q1bOsdFRUWxcuXKrF27NjUajV47uXLlIgA+ePCAP/74IwHwl19+SSkzkoQctt+/f58AmDt3bpJks2bNCIA7duxIMTsSi1z3fOHChQTAvn37ktR9BswVuWxv2rQpAXDnzp308/MjADo7OzMyMjKlTEk0RYsWZd26dcW/nzx5QhsbGw4aNEjnuDlz5tDZ2ZmPHz/WayM8PJwODg7i9+zUqVMEwIoVKxq9/8lBDtuPHTtGAKxatSrJr89S7969jdv5ZCCH3SQ5btw4AuCUKVNI6v7WmSty2V66dGkC4IULF0iSlSpVIgCePHmSJPn06VMCYI8ePfj06VN+//33zJQpEx0dHVmhQgX++++/Ou0FBARwzpw5rFu3LnPmzEl7e3tmzpyZLVu25KVLlwz2AQDr1KnDDx8+sF+/fsyePTsdHBxYvHhxrlu3Tu94Z2dn/vjjjzr7smbNymbNmol/P378mM7Ozpw3b57Ba/r6+hIA06ZNS7VabfAYheRRvnx5AvCgGegp5rBZiqZDRddRULBYKleurDMGMEfk0jV8fHwIgFmzZmVkZCRdXFwIgH5+fsY2IcnIZfuKFSsIgN26deOjR48IgDly5DB295OFXHPc1q1bEwA3b97MnTt3EgCbNGmSUmYkCTlsj4qKoqurKwHw/fv3nDRpEgHojafNDTlsP3v2LAGwXLlyJHWfAXNFrud94sSJBMAJEyaQJPPly0cAvHPnTorYkRTkmuNqz2kDAgIIgA4ODgwPDzdq/5ODHLZ//PiRAOjk5MTIyEheuHCBAFimTBljdz9ZyGH7tm3bCIAtWrQgqftbZ67I9bz36tWLALhkyRKS5MCBAwmAc+fOJWm5mg5J5siRgwD48OHDWI9RSDpyajomF2RScgPgAKApAPf//j01PvEHQPX/jvEGkEFrf77/BKAwAPlinPPTf+fsBGCjtb/1f/s9tfcnwQ5F+FFQsFBiLgCZI3JNiiRnjkmTJjEqKipViD9y2V6mTBkC4Llz51KN+CPHAPndu3cEwDRp0lCtVqca8UcO2zdt2kQAbNOmDUkK8Wf8+PHG7XwykGtS1LVrVwLgH3/8QTJ1iD9y2K7RaJglSxYC4JMnT0jqiz+WOiG8ceMGAbBQoUIkyc+fP+uJP5Zq+6xZswiAQ4cOJUmeP3+eAFi6dGmLtpsk69WrRwDct28fSX3xx1JtDwkJoa2tLW1sbBgcHEySHDRokEHx59tvv2WWLFlYpUoVjhw5kt27d6ejoyNtbGx0xn6XLl2ivb0969evz/79+/PHH39k586d6erqSjs7Ox46dMig7WXKlGHhwoVZsmRJDh06lH379mX69OkJgBs2bNA5vkiRImzQoIH497Nnz3TecxqNhrVq1WKVKlViddbZv3+/+JsrGAfFoccyNR0quo6CgsUScwxgjsila0hBWtK4qXr16gTAI0eOpIgdSUEu27Ud19VqNdOmTUsA9PX1TSlTEo1c83vtAJ0nT54QALNkyWLw72QuyGF7zCCtvXv3EgDr169v3M4nEzlsjxmkNX36dALgqFGjjNv5ZCDX896kSRMRpEWS7dq1IwCuX7+epOXOcSMiIvSCjgsXLkwAvHHjhkXbHjNIKzg4mDY2NrS1tWVISIhF2x4zSOvKlSsEwOLFi1u03aR+kNaaNWsIgJ06ddKx3dI0HSVIy/goDj3yiUEJEX82/ndMLwOfTf/vs2la+1QAnv+3P7+Bc87+91ndZPRbEX4UFCwUyft3zpw5pu5KrMg1KWrQoAEBcO/evSRTh/gjh+2hoaG0s7OjSqViYGAg1Wo13dzcdMQfSx0gHzx4kABYq1Yt8feLKf5Yqu0jR44kAP72228k9cUfS7WbjP7eAODVq1dJ6os/lmr7ixcvCIAZMmQQz3f79u0Nij+WNiFcvXo1AfD7778X+yTxx8PDw6Jt79Chg849DgoK0hF/LNVujUbDdOnSEQBfv35NMnbxx9Jsv3z5MgGwRIkSYp8k/kjfAcl2AJw6darO+YcPHyYQnbFQIiAggB8+fNC71suXL+nu7s6iRYsatB0A+/Tpw6ioKLHf09OTtra2LFasmM7xkjDfpEkTjhkzhnnz5qWtra0QaJcsWUIHBwd6enoatJskp06dSgAcM2ZMrMcoJA/FoccyNR0quo6CgsUScwxgjsil6WgHaZHksGHDCIAzZswwXueTiVy2ly1blvgvSIskv/32WwLg/v37SVruHDdmkJZGo2GGDBkIgC9evLBo26UgrbZt25KMHpfHnO9bqu0xg7QOHDhAAKxdu7ZF220oSGvmzJmEVgCPpc5xb968SeBrkBZJdu7cmQC4atUqi7ZdCtIaMmSI2FeiRAkC4OXLly3a9rp16xL4GqQlrWHY2NgwKCjIYu02FKQV8ztgqZrOv//+K96vCsZBceiRaUug+PPqv2PcDXxW7b/PzmntK/TfvkextCdFev2ajH4rwo+CgoUScxHUkidF0qT/5cuXJPXFH0u1XVrg1B6ExSb+WNoA+ddff9Vx5IhL/LE022vWrEkAoj8xxR9LtfvLly9UqVS0s7NjaGgoya+OXTHFH0uzfc+ePQSg044k/kjCgKVOCAcMGEBANzJZEn+klPWWaLtarWbu3LkJ6KbglsSfY8eOWaTd5NesTNmzZxf7QkNDRVSft7e3xdouZVzr1auX2Pfw4UOx2PHlyxdhe968eXX6JZEnTx5mypQp1mtoI42Xnj9/rme7i4sLP3/+rHdO7dq1CYBfvnwR+9RqNefOnctChQrR1dWVFStW5OHDh0lGfz/TpEkjnFBXrFjBvHnz0sbGhkWLFuXevXup0WhYrFgxAuCePXsS1HeFxKM49FimpvNfO4quo6BggcS2AGRpugZJ1q9fn8DXIK0NGzYQANu1a2fRtscM0iLJMWPGEACnTZumY7ulzXFjBmmRX4P1du/ebdG2jxgxgsDXIC2NRsOsWbMSAH18fCzadmnMLwVpvX37lsDXjA6WarehIK2jR48SAKtUqULSMnUN8uv6hJSdhCTnzZunM++1VNulrOLavyE9evQgAM6aNctibQ8KCmKaNGkIfA3SIskKFSoQiM5SZYl2k1+DbqXM2mR0lirp/XL9+nWL1HTIrw6bv/zyS4L6rpB4FIcembb4xB8Arv99HhjL55n/+/yd1r7m/+37N5Zz2v/3+fYE9M8jli1YEX4UFCyTmGVKLHVSpF1rXZoU/fXXXwTA7777zqJtN1R/VhJ/Jk+erGO7pQ2QW7VqRUC31JIk/mzbts1ibQ8JCdGptU5GPyvZsmUjEJ2u1hLtJr96+ku11kny/fv3tLGxob29Pd+9e2extvfu3VtvUiTV3s6WLRvDw8MtckIYFhbGzJkzEwCvXLki2pXe8eXLl9dxYrMk2yVxL3fu3Do2SVlM2rdvb5F2k1+duIYNG6ZzPUn4GjdunEXaHh4ezuzZsxMAz5w5Y/B6K1asELa3bt3aoD01atSgjY2Nzr7z58+zQ4cOzJUrFx0cHMR7TNouXryoZ3uZMmUMtv/DDz8Q+Oo8Gx8NGjRguXLlGBkZKZwTBw0axOPHj7N9+/a0tbUVGQjc3d0ZERGRoHYVEo/i0JO6NR0quo6CgtURs0yJpeoahoK07t27J8Z6pOVqOlevXiXwNQslSW7dupUA2Lx5cx3bLW2OO23aNALgyJEjxT4pU9PYsWMt2vZKlSoRgM5z2KxZMwLg6tWrLdb2V69eUaVS0d7eXgRpkV/LiZ84ccIi7SbJ5cuXizYkPn36ZDBoxZLmuOTXTC0rVqwQ7UrveEsOWvH19RUZabTnzpK2WaBAAR0nNkuyfdWqVQTA6tWr61xryZIlBMB69epZpN0k2ahRIwLgggULdK43atQo8d6xRE3n1KlTdHBwoEql4tOnTxPUrkLiURx6ZNoSIP7k+O/zV7F8bv/f5+Fa+7r8t29zLOc0/O/zIwnonyL8KChYGeHh4XRyciIAPn361GInRStXriQAnSioR48eEQDd3NwYGBhosbZLg8Tly5eLfdLE4JtvvrHYicGHDx/EIFG7LwsWLCAQXcNeasvSbF+/fj0BsGLFijrXGj58OAGwf//+Fmk3STZv3pzA1ygWiZYtWxIAZ86caZG2+/v7i3e5dpp2jUbDkiVLEoh2YrPECeGMGTMIgGXLlhUOm2R0JGvGjBkJRDv6WKLtkuglPRsSr1+/pq2tLW1tbUV5Jkuy+/z588Jp8f79+zrnS1npMmbMyAcPHlic7XPmzCEQXW5L+3knyW3bthEAS5YsKUpM9ujRw+C16tSpQwDi37t376aNjQ1dXFzYunVrjh49mpMmTeKUKVPEsadOndKzPbY0yZJjVUJEmlWrVtHOzo43b94kGV0StVChQsK+oKAgurm5MW/evATAKVOmxNumQtJRHHpSt6ZDRddRULBKqlSpQgDctWuXxeoa169fJxAdqCCNEaKiokQJ1ps3b1qs7T///DMBsHfv3jp9VKlUdHBw0AlasaQ5rkajEWWUtbMznj17VjwLlhq0cvv2bQLRGWm027WGoJUpU6YQADt06KBzLUsPWtFoNCLT7vbt23WuJ82txo4da5G6hrTf1dWVAQEBOudbetDKkCFDCIBt2rTROTcqKkrMfw8ePGiRtkvvd+0gXDL6t9nFxYVAdNZpS7N73759BEBnZ2f6+/vrnC+tVTk7O/PWrVsWp+mUK1eOANiiRYt421RIOlbt0APgWcwvfTybQRGG8oo/YVr74hN/Gv33+eFk/A2U1MwKChaMNDiZMGGCxU6KpHrjmzZt0rle9erVCYArV660SNu9vLwIgE5OTvz48aNoNzIyUpRpOXr0qEVODEaOHEnga8SahL+/P52dnQmAjx49skjbJREgZspvaXHbxcVFCESWZPeBAweEqCllJpI4dOiQ+H57e3tbnO1jx44lADZq1EjvfCnKq3bt2uJ5t6QJoVRjfuXKlXptjBs3TthrabanTZuWAGhvb09fX1+9Ntq3b08AIlW7pdjt5uYmolXr1q2r14ZGoxEpmqUU3ZZku5RpTdtJVyI8PFx8vn379kTZXqJECTo5Oek5SJFk//79jWb7q1evmC5dOk6cOFHsy5Ahg56AL43jbG1t+erVqzjbVEgelujQo2g6iq6joGDpSE4jDRs2tEhdgyT79u1LQDdTi3YfLTVoJSwsTJRZOnfunM71DAWtWNIcV8rekCNHDkZGRopzrSFopUOHDgS+ls6WsIagFSn7bsy5h6UHraxbt45AdEnp8PBwnfMNBa1Y0hy3SJEi4j0eE0sPWpEcV44eParXxsyZMwlEOz9Ymp4lBWhlzpyZYWFhem1IGkTPnj0tym43NzdRUlDbSVebhg0bEoAotW4pmk7FihXFu/fgwYNxtqmQPKzdoecEgIeJ2ObE0VZ84o/J0zPH0oYi/CgoWDBSSZbMmTPz4cOHFjcp2rRpk7BPO10rSW7ZsoVAdM1SaWJgSbZ3796dwNd6w9r89ttvBKKjACxtYuDm5ibq8B44cECvDak00ahRoyzOdmlSlCFDBgYHB+u1Ua9ePQIQUU+WYrebm5twZOratateG2q1mgUKFCAAUbbFkmyXnDskwVubz58/i++DFJlqKRNC6Z5LmdZi4u3tTZVKRUdHR1Fi0lJsz5EjBwHdGvPanDx5kgDEAoCl2F2pUiWRcnznzp0G21q7di0BCCcQS7FdWrhIkyaNwUUkkpw4caIQ/RJju6OjIw3N99RqNYsXL24025s3b84SJUroiNYZMmRgq1atdI6THJXatWsXZ3sKycdCHXqsXtOhousoKFg02kErJ06csDhd49y5c8K+hw8f6pxv6UErs2bNEppVzOyMhoJWLGmOmydPHgLgtGnT9NqQSstbatCKnZ0dAfDevXt6bVhy0Ir0PS9WrJje805adtCKlI1l0qRJem0kJ2jF3Oe4FSpUoI2NDQGIv5E2lhy0UqhQIQJfs+fH5N27dyLz/Llz5yzK9kyZMhGIDi43xM2bN4X2YUl2V6hQgba2tgTA69evG2xLGg9IZQYtRdOR7MmfP3+sJUYV5EFOTccOqQyS9VPwWsEqleo1gJwqlcqdpG+MQ77577+PtfY9+u+/hWNp1tA5CgoKCoJq1aqhbNmyuHXrFg4dOgQASJ8+vcFj7ezsoNFoxL/37NmD9u3bw8nJCQ0bNkTBggXh6uoKGxsbnD59GmfOnEF4eLheO3G1DwBqtTrefq9evRqnT5/GtWvXYGdnh7lz56JQoUJYvnw5VCoVqlatiqNHj2LKlCkAgD59+sDJyUmnjXbt2mHkyJG4c+cObty4YXG2b9u2DQAwePBgvTb69OmDadOmYd++fRg3bly819Rm0qRJcHBwwPXr11GsWDGdzwYMGIAzZ84kqr2E8vr1a4wbNw4TJkxA2bJlAQAPHjxAgwYNoFKpAACurq7Inj07Hj9+jPz586Nx48Z67QwePBjr1q3D+vXr0a9fv0T1wdxtd3Z2RnBwMHr16gUXFxe9dgYPHoyTJ09i06ZNibq+udtduHBh3Lx5E4Dh593GxgaDBg3CuHHjLM52d3d3PHr0CLlz50bz5s312nFzc0O3bt3wxx9/YPPmzYnqg7e3N0qUKKFnt0ajwfnz55NmWAIYMGAAcuXKhUmTJunsj/lO9fWNHir36NEDadKk0WunYMGCaNKkCQ4dOoTt27cnqg/mbHt4eDjev38PwPDzDgDffvstihYtiocPHybq+uZsNwB8+PAB4eHhcHd3R+vWrQ221alTJ4wZMwa3bt1KVB/M3fZXr14BALp16wY3NzeDbfXv3x8zZszAwYMHE9WHfPnywcvLC2/evEGOHDkAACQxbdo03L9/P1FtJZRNmzbh8OHDuHjxIhwcHMT+4sWL4+zZs/j8+TPSpUuHK1eu4N27dwBif94VFOJC0XQUFBQsnQwZMqBLly5Yu3YttmzZAsCydI1Ro0YhNDQUDRo0QJEiRXTaKFq0KOrVq4eTJ09i9+7dFmf7/PnzAUSPgaQ5oESjRo1QoEABPHnyBKdPn473mtqY+xw3f/78uH37Nuzs7AxqNl27dsX48eNx9uxZPHr0SO/zuDB32zNkyIAvX76gTp06KFGihF47AwYMwLx587Bt2zaMGDEiUX0wd9ul75Ch513a//fff+N///tfoq5v7nYXKFAAt27dgq2tLfr376/XjkqlwuDBg9GnTx+L03Tevn0LjUaD6tWri7+RNg4ODujXrx9+++03bNy4MVF9SA22A9HPtY2NjV47WbNmRYcOHbBlyxasX78+UX0wZ9tfvXoFf39/cbwhypYti+rVq+PixYuJur452w0Ab968gVqtRuXKlVGhQgWDbbVo0QK5cuXCs2fPEtUHc9Z0Hj16JOwZNGiQweddwTxR7lT8nPzvv00MfNY0xjEA4APgBYDCKpUqfwLPUVBQUBBIEwMAyVro3rt3L+bPn4/p06dj6tSpekKLnMQ2KSpXrpzOpKhgwYJ4+vQpVCqVwUGio6Mj+vbtC8DybM+UKRMiIiJQqVIlVKxYUa+d7Nmzo127dtBoNNi6dWui+uDt7Y3ixYub7QBZWuQfOHAgbG1t9dqpUKECKleujICAAOzduzdRfTBn2/38/PDx40cA0bYbolWrVsiRIweePHmSqOubs91A9D1Xq9UoV64cqlatarCtXr16wdHRMdFijTnbrtFoxCL/gAEDhAAWE+kdv2PHjkT1QXtCKJFSE8J169bFOiEEgCNHjggRYNCgQbG2N3ToUADA8uXLE9UPc7Z95MiRiIqKQvr06VGzZk2DbalUKowePVr829BihCHM2e67d+8KEWD48OGwt7c32J6LiwvGjBkj/h0ZGZmgfpiz7atXr0ZAQABsbGx07mtMcufOjeHDh4vFqoQsKAHAqFGjEBgYiHLlymHw4MEYMWIEKlWqhLlz56Jly5bJsNAw7969w8iRIzFq1ChUrlxZ57Px48cjICAANWrUwKhRo1C3bl0AQPXq1cX/KyiYOYqmo6CgkOJI4/2dO3cm6jxz1zWKFCmCu3fvAojdsddS9azcuXPjw4cPSJs2LX744Qe9dqSgFQBJWug21zku8FXT+e677+Du7q7XTtq0adG9e3cAlmW7RqPRWeQ3hBS0Eh4enuhn3pxtv3nzJgIDA2FjY4Nu3boZbEcKWpGCWxKKOdsNfA3caNWqFXLlymWwrU6dOiFDhgyJDlox5znu7du38fr1awBxazr9+/eHvb09Dhw4kKh+mLPtK1asQFBQEOzs7NCjR49Y2xs5ciRUKhU2bNiQqH6Yq+0k0bVrV5BEnjx5kC9fvljbmzhxovh/6e8WH+ZqNwCcPHlS/Lb98ssvsbZnZ2eHmTNnin8HBwcnqB/mqumMHj1a6PTu7u6xrlcomCeKQ0/8/Pnff39RqVQZpJ0qlSofgCEAwgEIl0yS1DpnjkqlstE6pzWAWgDuAzCOq7GCgoJF0KVLF7i5uYksNQnF3CdFr1+/Bkk0a9YM+fMb0sej21KpVImeGJiz7WFhYWLwGlc0u/SZpUwMAGDz5s1CBOjdu3es7Q0bNgwAMG/evET1w5xt79u3L0giR44c+Oabbwy2ZW9vj5EjR4p/W8JC9+XLl4UIMGbMGIORXACQKVMm4dwBJHyh25xt/+233xAcHAxHR8dYI1sAoGTJkujRowciIiJE/xOCuU4IR44ciVatWgEA2rZtq/ce1qZp06Zo3bo1goKCEtUXc7W9S5cu+PPP6KH/kiVLYn3egehMbFWqVAEAXLlyJUH9MFe7R48ejRo1agAAChcuHKdTCwD8+OOP4rnw8PBIUF/M1fbBgwcLgXP06NEoVKhQnO3+/vvvyJs3LwDgzp07CerLgAEDsH79eri7u+Ovv/7Cli1bkDt3bly5cgXly5dPgnVxM2TIEGTKlAnTp0/X+6xVq1ZYuXIlQkNDsXTpUoSGhsLZ2Rnbtm2L83lXUDAjFE1HQUEhxSlfvjyqVKmCwMDARJ1nzroGALx//x7h4eHImTNnrOMxSw1akRb5Y8tGCkQHrTg5OeHs2bOJ6oM5z3HPnz8vHDbiWuSXsrgkNluLOds+efJkhIeHw9nZGW3atIm1PSl4wVKCViIjI9G1a1cAQJEiRZAuXTqDbalUKkyePFn8O6EL3eZqNxDthOnn5wcA+Pnnn2Ntz8XFRWfuFBYWlqB+mOscd/To0SI4qXjx4ujUqVOsbebOnVvnfZlQHdNcbR80aJDQpMePH48MGTIYag4AULFiRYwYMcJiAnaaNGkigizXrVsXZ5tNmzbFd999BwC4cOFCgmw3V7tHjRqFZs2aAQCaNWsm9MzY+OGHH1C/fnSS2YsXLyZIwzVnTScgIABA9JpN2rRpZe+LghGRo25XatoATACw4b/tFqJr8F7Q2qdXex3A/P+OewlgIYDlAPz+2zfUwPGO/7VJANcAzAKwFUAkgGAAVZJpg1JrXUHBCvjpp59EnfCuXbsaPCZmfc4iRYowbdq0fP36tdin0Wg4efJk0Zbc9Tk3btxIW1tbXrlyRWd/jRo1mD59egYEBJAkDx48GGsfYtKnTx9xbPfu3Q0ek5psHzhwIAHQzc2NoaGhsban0WjYtm1b0d+E1mX9888/CYBZs2bloEGDOHz4cFaoUIHOzs5s2bKl7La/ffuWGTNm5NixY/U+++effwiAJUqU4JAhQ0Qt2iFDhsRqNxldQ/bbb7+1GNtbtWolbPn333/jtD0iIoIlSpQgABYuXDhV2z1y5EhRZ71mzZoG66xrExwcLOr2lipVKlXb3rt3b6pUKlFHPT4+ffrErFmzEgArVKiQINtJcv369SxTpgxdXFyYKVMmtmnThnfu3OGUKVNkt71du3b85ptvGBISYvDzlStXskCBAuJ7nilTJvHei4s3b97Qzc2NAFi9enWDx6QG2/Pnzy/ueevWreMyWXDmzBnxbti9e7fe56nB7gIFCtDOzo4AaGNjw5s3b8ZnNknywIEDwvaTJ0/qfZ5abLexsSEAFi1alFFRUfHaTZLnzp2jSqWira1trLXZzR1fX19mzJiRALhmzRpTd8dqkLPeuqVslqDpUNF1FBSsgr///luMfdq3b2/wmNSka9y6dUv0Ib75zooVK8Sx33//vcFjUpPty5YtIwDa2dnF2R5J/vbbb6K/Xbp0MXhMapnjjhw5kk5OTgTAunXrxju/Hz16dKJ1THO1vWfPnmKut3jx4jjtJslevXolWsc0V9urVasmbLl8+XKcdms0GjZs2JAAmCNHDoPPSGqxe9iwYWKe27t37zjtJqN1zCpVqhAA8+XLZ/CY1DLHley2s7PjvXv34rSbjNYxixcvTgAsUqSIwWNSi+3S/L5kyZJUq9Vx2k3q6pilS5c2eExqsD1Pnjziez5y5Mg4bZbQHgfMnz9f7/PUYLe2hpkuXTr6+fnFazcZrWNmyJCBALhu3boEnWNuRERESPoCBw0aZOruWA1yajomF2NSegNwWnrpxLJtiOW8Hv8JOcEAAhEdjdUijus4A5gGwAvREV8fAOwEUFwGGxThR0HBCggJCWGBAgXEoNIQqWVSNGLECDo4OBAA27VrF6/tnz59YrZs2YhELHSbq+2dO3cWvzGbNm2K13ZfX1+mS5eOAFitWrUE2U6a5wBZmhQVKFCAERERcdpNkj4+PsIZ5NtvvzV4TGqwXZrYAWCfPn3itFni0KFD4pzjx4/rfZ4a7NaeFLm4uPDly5fx2k2SO3fuJACqVCpeu3ZN7/PUYrsk9tWoUSNemyX2799PAHR0dOSDBw8SfJ454enpKd7vhw8fTvB5mzdvJhDt6PjixQsj9tB4SI63hQsXjvX5MMTSpUvF71VCxQNzIjAwkPnz5ycATp06NVHnTps2TQiegYGBRuqh8di3bx8B0MnJiY8ePUrUuSNHjhRjurice80RjUbD1q1bEwAbN24c72KOgnwoDj2WqelQ0XUUFKwCjUbDRo0aEQDd3d1T9UL3qFGjmCZNGjGWiYyMjNP2pCx0m6vtAwYMENrGzz//HKfdZNICdkjznONK83tXV1e+efMmTrvJaB1TmickNGCHNE/bpfl9bNeJSVJ0TNL8bM+VK5cYU/36669x2ixx9epVcY4hx//UYLe2hpk7d26GhYXFazcZrWO6uLgQAHft2pWgc8yNz58/M3fu3ATAGTNmJPi827dv097engB44sQJI/bQeEiOt66urnzy5EmCz0vtATsajYZNmzYlALZs2TJR83tJx3RycuLDhw+N2Evj4OXlJdYe9u7dm6hzN23alKp1zOnTp6dqPS61ojj0WPmmCD8KCtbDrl27xKQoZsQQmXomRZIIkDlzZn7+/DleuyU7gOjo//v37+t9nhpsl4QMAGzTpk28Nkts3bqVAJg2bVo+f/48weeZEydOnCAA2tvb8/bt2wk+T4p8y5IlCz98+GDEHhqPrl27EojOUJOQ6A6JX3/9lQCYN29efvnyxYg9NA7JiVaQIvlKlCiRYOHEnFi+fLl4bt+/f5+oc6V3TdWqVRPk+GZOREREsHLlyolyXpPQdhCoX79+qrP93LlztLW1pUql4oULFxJ1rlqtFr9hLVq0iHdBxJxQq9XiHVemTBmGh4cn6vyIiAiWLVtW/C6mJts9PT2ZKVMmAoaj0eIjODiYhQoVSpW2jx8/PlULV6kZxaHHcjdF11FQsA60F7pXrVql93lq0DViZm/w9PSM126SPHv2rLB9586dep+nFtulRf5SpUoleH5/584dsdB97NixBJ1jbrx48UJkVd28eXOCz7tw4QJVKhVtbGx49epVI/bQeCxcuJAAmD17dn78+DHB50mZyVNrwI72XG3w4MGJOnfLli2per6QnOdWO2AnsXqQOdC3b18CYMWKFRM9R9V2EEhtGu6rV69E1uzly5cn+nwpYKdIkSKpLlBr/vz5BMD06dPrZMVLKN27dxcabmqy3d/fn6VLlyYQewa9uNBoNMLBOLXZvnXrVuGomlod8FIrikOPlW+K8KOgYF2MHTuWAFi8ePFUF9FNknfv3hXZG44ePZqoc3v37k0ArFKlSqpa+JKYMGGCGNwnJnuDdumthg0bJrikh7kQEBAgstRMnz49Uedql95q06ZNqrN9+/btBEBnZ2c+fvw4Uedqp77s2LFjqrI9LCyM9erVIwA2bdo00dkbgoOD+c0334hJVWIcoUzN6dOnRRpyQ0J1fHz69Ik5cuQgAP7www+pxvaoqCh+//33BMBcuXIlqNRWTHx9fYWDRNeuXVON7bdu3WL69OkJgGPGjElSGz4+PsIBrlu3bqnCdo1Gw+HDhxOIzsJ169atJLXj6ekp/n7du3dPFbY/efJEfE+bNWuW5PfznTt3Up3tM2fOFAt4+/fvN3V3rA7FocdyN0XXUVCwHv73v/+l6oCdgIAAkbVj1qxZiTo3OYEP5oCUTTax2RvIr6W38uTJw0+fPhmng0ZCrVazcePGBKJLCyd2fi8F7BQrVixJ80RTcvv2bZG94Z9//kn0+VLprbJly6Yq27XneknJ3qAdsFOhQoUEB3OaA8+ePRPvuAkTJiT6fG0ds2LFiqnK9tmzZxMAHRwcElRqKyYRERGsUKFCqrP9/fv3LFq0KAGwXr16SZqXBwcHs2TJkgTASpUqpZrATCmAGgC3bduWpDY+ffokSq5Vrlw5VdgeFBQkygkWKVIkUc6a2vj5+aU62/fv3y8cs2fOnGnq7lgdikOPlW+K8KOgYF2EhISwSJEiIgNCaipz4O/vLwa3/fr1S/T5nz59Ys6cOQmA/fv3T1W2/+9//xPRHRcvXkz0+W/fvhUL3QMGDEg1toeEhLB27doEwHLlyiUp64aPjw/Tpk1LABw4cGCqsf3YsWPCeS0hNdYNcffuXZHKPLXYHhkZKRzQsmXLluBSWzG5fv26sH3QoEGpwvZr167pPKtJ5cqVK8L2wYMHm73tGo2GAwYMEAsThkqlJZTLly/T1dVV3Hdzd3B4+PChiOL67rvvkuVsqm37gAEDzNp2jUYjSow5ODgk2kE3JpcuXRK29+nTx6wdGL29vUXGvdq1azM4ODhZ7Wnb3q1bN7N1WNZoNCJznEql4v/+9z9Td8kqURx6LHdTdB0FBetBO2CnevXqyR5LpCTac73KlSsnetyivdBds2bNVGW7h4eHyFCTlOwN2gvdqcl2jUbDQYMGEQAzZMiQoFJbMQkJCRGL5bVq1Uo1tnt5eTF79uzC+T4pfPr0iQULFhRzh8QE95kSqTSyvb09z5w5k6Q23r17l+ps9/X1FVlUa9asmeRA2jdv3rBAgQIia1hqsH3lypVirpeYLFwxef36tbD922+/ZVBQkIy9lB9/f3/xbi5ZsmSSHTvIaNu1tQJzd+7Ytm2byDq3cOHCZLX16tUrEcxbs2ZNs3Zg/Pz5s8gKmCdPnmRnEdO2vWrVqsl6hozN7t27xVrFjz/+aOruWCWKQ4+Vb4rwo6BgfVy5ckVkgBg7dqzZL/aSZGBgoI7nc1K99M+ePStsTy0DD23P58RGsGmjnflj/PjxZn/fw8PD2bx5cwJgzpw5Y01tnRBOnTpFR0dHAuC4cePM3vbz58+LBdrhw4cnq7/ato8ePdqsbY+IiOAPP/wgUrUmpryaIU6ePClsHzZsmFk7OFy9epUZM2YkAHbq1CnZDgknTpwQtg8YMMBsHRyioqLYp08fAtE1s0+fPp3sNo8fPy4mmL169TJbB4cbN24wS5YsBMAGDRrIUh5O+77/8MMPZll6TK1Wc8iQIQRAW1tb7tq1S5Z2jx8/LqJfO3TokOjyXSnB3bt3hahfqVIl2USqkydPit+M1q1bm53gq1arOWbMGALRpU8TW0ZRQT4Uhx7L3RRdR0HBunj79i1z585NAGzcuLFZjntiolarRbaRdOnSGSyFnhBevHghsl80adIkVdj+4MEDZs6cWYxTkzov1c780bRpU7O3XaPRiEzTjo6OeiXOEsPTp09FgF7Tpk3NPuP48+fPxQJtvXr1ktXfp0+fiuyejRs3NnuHJilLi42NTZKyDmujndm0QYMGic70k5K8evVKZNooV65csud62rbXqVPHrLPVLFmyRGRpWbFiRbLb8/Hxobu7u3BcNdesZG/fvhUllwoUKJAkh8WY+Pj4iPteuXJls3XuWLVqlSi5NGXKFFna9Pb2Fu/5cuXK8d27d7K0KycfPnxgxYoVCYDu7u6JzqYfGz4+PsybNy+B6JKccjxLcrNhwwba2trKslahkHQUhx4r3xThR0HBOjlw4IBwEpk0aZJZ/wgHBgaK8jtyeD5rO8hMmDDBrG3ft2+fWJwdP358stvTtn3UqFFma3twcDCbNm1KAMyUKVOSxT5t/v33X2H74MGDzda54/Dhw2JRukePHrL0c9++fcL2vn37mqVzR2hoKFu1akX8l4I8KZmoDPHvv/8K547u3bubpXPHyZMnRUadVq1ayeaEsX//fuHE9/3338viMCInoaGh7NChA4HosnKHDh2SrW3t71Hbtm3NLrrn2LFjTJcuHQGwUaNGskadaT9PjRs3NishwM/Pj+3btxeZefbu3RvvORqNhpGRkQn6vTp79qyIfK5atSofPnwoR7eTjUaj4YYNG8Q9r1u3bqzRdmFhYbx//z6vXbvGc+fO8eTJk7xw4QI9PDzo5eUV6/v70qVLouxa0aJFefnyZWOalGC8vb1Fpj17e/tYRf13797x4MGDXL58OefNm8dff/2VU6dO5ezZs7l48WJu3bqVDx48MNvf7tSC4tBjuZui6ygoWB8PHz4UzuFt2rQxu7G+Nmq1moMHDxbj/vPnzyerPW0HmRYtWpidM7M29+7dEwvTcjggadveuHFjs81eodFohEO3nZ0d//3332S3ef/+fWF7vXr1zDZ7xcOHD4XDXZUqVWTpp6enp7C9Vq1aZje/JaPv+c8//ywcO9asWSNLu56ensyWLZuY4/n7+8vSrpz4+PiIzColSpSQrSTg/fv3hXNHhQoVzM7BQaPRcPr06eKez58/X7a2tb9HZcqUSVaQpzF48OABv/nmGwJg4cKFZS2BqZ3Vt1ixYkkuT24MwsPDdb7nM2bMSJBWExkZmaC5/NOnT0WWq7x58/LkyZNydFsWTp8+LbJHFShQgD4+PgaPi4qKopeXFz08PHjhwgWePHmS586d47Vr13j//v1Yx2svX74U2egyZ87M7du3G9OcBOPv78/u3buLez558mSD9/zz5888ffo0//zzT86fP5+///47p06dypkzZ3LRokVct24dPTw8zN4Z2dxRHHqsfFOEHwUF60U7NaK5Zq/4+PEjq1SpQiC6/I5cns/bt28XXsUDBw40S9s3b94s+ihn2Zxdu3bR3t6eANi7d2+zG0j5+/uzZs2aYgB748YN2dreu3evcO7o1KmTWQlA0oKvdG/kzixy4MAB4dzRokULvn37Vra2k8uTJ0/EPc+QIUO8C9EajYahoaEMCAhgSEhIvN+NY8eOiewVtWrVopeXl5zdTzKRkZGcOXOmeCbjyqjy6dMnXr16ladPn+ahQ4f477//8ujRozx37hzv3r0b63mnT58WZbxKlCiRrHJWcnLlyhUWK1aMAOjm5sazZ8/Kfo3z588LB4pcuXLx8OHDsl8jsQQGBoqU8wDYvn17vcl8UFAQz58/z8WLF7NHjx5s1qwZ69aty2rVqrFGjRqsX78+W7RowaFDh3L9+vW8c+eO3rviypUrIuNThgwZuGnTJpM7cO7Zs0cIsWnSpOGJEyfEZxqNhs+fP+fu3bv5888/s3HjxnR3d6eLi4sYp0hZnDJmzMjq1atz2LBh3LBhA+/evatjv4eHhxA9nZycOG/ePJM6Mb569UpkmwPAdu3aiQjdsLAwXrt2jX/++Sf79evH8uXLi9+A2DZXV1fWrFmTI0aM4MaNG+np6Snsu3v3rhCAbGxsOH78eJNFL6vVai5ZsoQuLi5iDCeVVgsNDeXBgwf566+/snXr1iLSPCFbmjRpWKtWLY4aNYqbN2/mq1evTGJfakVx6LHcTdF1FBSskxs3bjB9+vQEwIYNG5pl9oqIiAh27dpVOHTLNSb38PAQ411zzV6hPSb/9ttvZcuscvPmTeHMVaNGDbPL4BAREcG+ffvG69CdFGJmvJRzEV0Ozp07p3Nv5Mwscv/+fZG9onTp0rx7965sbSeXgIAAseBra2vLjRs3xnm8RqNheHg4P3/+zODg4Hg12cePHzNPnjwEwIIFCxpFP0gq27dvF85WlStXpp+fn8HjQkJCeOPGDZ49e5ZHjhzhv//+yyNHjvDMmTP08PCI9f3w5MkT4USQNWtW2TLcJpfnz5+zYcOGBKLLbK1evdoo1yhcuLCYB/7xxx8m1zWioqI4d+5cEXxbtmxZPUer8PBw3rhxg6tXr+bAgQPZvHlz1q9fn9WrV2e1atVYr149NmvWjL179+by5ct5+fJlPcdU7YxPdnZ2nDZtmskzMF+/fp2lSpUS9zxm+cgPHz7w8OHD/P3339m2bVvmy5ePadKkEWsb0jggXbp0LFOmDPv06cMVK1bwypUrOrqFr6+vKGMmrYmYcnwTFBTEYcOGif6ULVuWr1+/Jhn9PHh6enLjxo0cMWIEa9asKfTn2DZ7e3uWK1eO/fr1459//slr164JXfD9+/esX7++jmZoSke+/fv36+hrUgYutVrNc+fOcf78+ezSpYv4niZkc3BwYIUKFdi/f3+uWrVKliBua0Jx6LHyTRF+FBSsm127donF5LZt28oWRSAH169fFwu+efPmjXMRPioqikFBQfzw4QNfv35NPz8/BgUFxTkp1M5+U7duXT558sQYZiSamAPFn376yeCERaPR8NmzZzxx4gQPHDjAv//+m9u3b+c///zDI0eO8Pr167Eu5GlnryhTpgxv3rxpZKsShvZAMVeuXHzw4IHeMdoLoJMnT+a4ceM4bNgwDhs2jOPGjePkyZP1BsTanDhxQgyu8+bNy+PHj6eEaXHi6+vL1q1bi3s+cuRIvWfX19eX+/fv57Rp09i2bVvWrl2blStXZunSpVmuXDlWr16d9erVY//+/bly5Upev35dz37t7BWZMmXi//73P5NOhtVqNVesWCHuR/bs2Xnnzh3xeWRkJO/cucP169dz6NChrFatmsg8EnNzcXFhxYoVOWDAAK5evZo3btzQcVa7dOmScCZwdnbm4sWLTerId+/ePVaqVEn0f8SIEaI//v7+PH78OGfPns2OHTuKuvFxbY6OjqxcuTIHDRrENWvW8ObNm2Ky7+HhISKHbG1t+fPPP5ssgjc0NJQ//vijcNIoXLiwUd8/9+/f1/k79+3b12TRjCdOnBBp1+3t7Tl9+nRGRUUxNDSUmzZtYvfu3Vm8eHEdB5aEbs7OzqxWrRqHDh3K06dPU6PR8OXLlyLTGRCd/ckU2Xr8/PzYpUsX0Y/atWvT29ubarWaBw8eZJs2bYQAGtsW39/E2dmZNWvW5KpVqxgUFER/f3/26NFDfF69evUUz9YjOWlKi2zp0qXjhg0bqNFoePXqVfbs2VM4WWpvKpWKBQsWZPny5VmjRg3WqVOH1apVY7ly5WJ1fMmUKRPHjRtHHx8fhoaGcvz48eJvZopsPdpZeQCwS5cu9PPzo4+PD8eNG8dMmTLp2ZAmTRrWrl2b/fv356hRo/jzzz9z4sSJHDt2LIcOHRqr44+NjQ3btGnDo0ePmqVztrmhOPRY7qboOgoK1sutW7eYNWtWAtEZHMxpYeTly5diwdfV1TXOubdarWZwcDA/fvzI169f8/379wwMDIwzyEU7+03hwoV54cIFY5iRaNRqNRcuXCg0l7iyCL1//55nzpzhwYMHuXv3bm7bto179uzh4cOHeeHChVgdlbSzV7i7u3Pfvn3GNCnB3Lp1i2XLlhVjdENZWLUXQKdOncoff/yRw4cP55AhQzhmzBhOnDiRixYt4pkzZwwGYXl7e4t5Vdq0abl69WqTL/IHBwdz1KhRogSNoSysAQEBPHXqFOfNm8fOnTvz22+/ZdWqVVmmTBmWLVuWVatWZd26dfnDDz9wwYIFPHv2rN4itnb2CgcHB/7+++8mz0J86NAhMU53dHTUycKq0Wjo7e3N7du3c/z48axfvz4zZcok/k4xF3mLFy/Obt26cdGiRTx//rzO3/Dly5csU6aMmDONGDHCpBmq3r17J7LPAtEZuKTnNTg4mBcvXuTSpUvZs2dPlipVSsepIbY5b4kSJdi9e3cuXrxYx/43b96wTp064thOnTrxw4cPJrFbo9Fw1apVInAsU6ZM3LNnj9Gu9+HDB52/c7169UyWrefBgwesWrWq6EvPnj0ZEBBAtVrNQ4cOceDAgaxUqZJYZ0nMZmtryzJlyrB3797cuXMnIyIiGBgYKMqVA9GOJKbI1hMWFsaJEyeKZ7hQoULCqe7atWvs3bu3cLiLbTP0ndfe7OzsWLZsWf7+++98+/YtIyIiOG3aNJFtPn/+/CbJ1qOdlcfOzo6TJ09meHh4nNoGEL2mUa5cOVarVo116tRhjRo1WL58eRYsWNDg38LJyYk9e/bk1atXqdFo+Oeffwr92xTZemJm5alevTofPXrEDx8+cM6cOeJvEvMdXqFCBfbq1YsjR47khAkTOHHiRI4fP57Dhw9np06dWKRIEYN/rxo1anDLli1mnW3SXFAceqx8U4QfBQWFY8eOiUFClixZZI2eSQoxB4rFixfny5cvxeeBgYE8d+4cFy5cyK5du7JYsWKxDgxtbW1ZunRp9urVi8uWLeOlS5d0hJRTp06J6BlXV1cuX77cpAtCMQeK8+bNE589f/6cu3btEtkL4lsA1R4Qa3u9S4Ojy5cv61xrypQpJsvWY2ig+OzZM2G3lL2gXLly8WYv0N5ier1L0Vt3796VBkAEorM0mSJbj0aj4ebNm0WZFDc3N65Zs4YajYYfP37kwoUL2apVKxGFldjN3t6e5cuXZ//+/Xny5EnhBNagQQNxzHfffWeSbD1Pnjxh3bp1RT86duzI9+/fMzQ0lBs3bmSdOnWEAGpoc3R0ZNq0aYVTnqHNwcGB1apV48qVKxkYGMiPHz/yhx9+EJ+bIltPZGQkZ8yYISb4uXPn5pEjR4RzQ4sWLQy+zxwdHVm2bFnWqlWLjRo1YrNmzUSEj6GJFBCdmWXMmDH09vbWExhLliyZ4tl6rly5IiKMVCoVx44dmyLp8WNmQsqVKxf//fffFBN9/fz8dLLylCtXjrdv36aPjw/Hjx+vJwDY2dnpRCvt37+fx48f57lz53j27FkePXqUe/bs4cyZM9m+fXuRill7K168OJctW8aAgACuW7dOZCrKkCEDly5dmiLvu5CQEK5du1Y40rm4uHDJkiV89+6dQQEgY8aMbNiwISdMmMCdO3fSx8dHZxFHWuR58+YNjxw5wt9//53fffedqDMubenSpePw4cP58OFDvWii0aNHy5bpLzaioqK4f/9+naiq5s2b08vLi+vWrRP11qWtaNGiOqJ9fPfm/fv3OlFv0kKO9L1q2rQp//33X54/f15k61GpVGzZsiUPHTpktDGORqPh5cuX2b17d/FezpYtG3ft2sV///2XTZs21Xm3lS1bVmTZSUwpLak016+//soWLVrojAm++eYbLliwwCzT8JsLikOP5W6KrqOgYN08fvxYODg4Ojpy9uzZJs1QqNFodMagGTNm1HEwDg8Pp4eHB1etWsUBAwawQoUKcS6AFixYkN9//z3nzJnDEydO6GQ98fHx0ZljjBkzxqQluB4/fiyyzwLRWZGlQIsPHz7w0KFD/O2339i2bdt4F0C1xzidOnXivHnzeOrUKeHk8/z5c51rdevWzWTjoIiICE6dOlVn8VUqo+3v789NmzYlOHuB9qZSqVikSBF26dKFCxYsEIvZb9++ZZs2bcRxjRs35osXL0xi+/nz5/UCaMLDw0XgRqdOncTnid1UKpWYL2zfvl1ktenfv784pkKFCibJ1hMQEMDevXuLflSuXJn3798Xzg1t2rQRWldselWaNGni1H0kJ5fffvuNb9++ZXh4OCdNmiT0YlNl69HOypMmTRr++eef1Gg0vHbtGnv16mUwcMPGxobFixdnzZo12aBBAzZv3pwNGzZkzZo1WaJECYMOP46OjuzevTsvX77MqKgoLl26VGRAzZo1K3fv3p2idmtn5QGiA4NTSk+M+Tdfvnx5imnYoaGhnDNnjpjn5siRgwcOHKCfnx/nzp1rUJOT3ttz587l3r17RYbtc+fO8dixY9y3bx+XLFnC7t27s0SJEnpBTO7u7pwyZQpfvXrFkydPCt3Hzs6OP/30U4oEa0naRsmSJcX7aOTIkfTz8+P69et1guckzadGjRocPnw4//rrL967d4+fP39mREQENRqNyLbu5+fHc+fOcdGiRezWrZveuo69vT07d+7Mc+fO8ebNm8JJFIgOFrp06ZJR9TyNRsMrV66I7IJAdFa0a9eucf/+/XraRu7cudm2bVv+9ttvPHToULzB8l++fOHZs2fFupak20hbxYoVuW7dOt6/f19HV6patSo3btxo1CzM3t7eHDt2rMgu6OTkxPnz5/PChQs6Wg8QHSQ9YMAArlq1KlGltKTSXPPnz2fnzp1F4DEQvS75008/iTUhBX0Uhx4r3xThR0FBgYxeXP/222/FD6i0uJ7SXL9+XW+gGBwcTH9/fy5YsIClS5eO1XnH2dmZGTNmZPbs2ZkhQwaDEyhpgl2xYkX+8ccfDAwM5Pv379mxY0fxuSmy9cTMylO6dGneuHFDCADaEQDaW6ZMmVirVi02bdqUbdu2Zfv27dmyZUs2aNAg1kwP0iK/l5eX3nVNka0n5oLrggULGBERwUOHDrFly5Z6NkiCRteuXTllyhTOmjWLixYt4qJFizhr1ixOmTJFDIhjPis2NjZs1aoVDx8+zLCwMP76669iMTBv3rzcv39/ii3yP3nyRCcrjyRAxSYApE2blrVr1xYLoCdPnuSlS5d48+ZNXr9+nefOneOhQ4dEussiRYro2V+0aFEuWbKEnz594sqVK4UjX6ZMmbhs2bIUWeT38/PjrFmzhIgnORHG5tyQP39+tm/fnjNnzuSxY8f44cMHvYVftVpNf39/nWi3mOk+3dzcOGzYMN6/f5979+7VydYzatQoPnr0yKh2h4SEcP369SxdurToU79+/fj06VM95wZ7e3tWqVKFgwcP5tq1a3nr1q14U+t++vSJJ06c4Jw5c/j999/rCQpNmjThvn37ePr0aSEmqlQqtmjRggcPHjTaIr8kADRr1kw8j4ULFxbibkoSMytS0aJFuXjxYlnToGtz5coV9ujRQ0x47e3tOW3aNP7zzz96AkC5cuW4ePFivVTDCeXjx488duwYf/nlF5GCHoh2VB0wYACPHz+uk60nbdq0HDJkCO/duye73V5eXhwzZoyOeFu7dm2eOHFCTwDIly8fZ82aRR8fn2S9ez98+MCNGzeyWrVqOs99/fr1uWfPHp1sPdL79p9//pF1oev9+/ecNWuWWEwDop2L1qxZw19//VXn76H9O5xcJLFJ+1mTftPWrl3LcePG6SyQFSxYkHPnzo01FXxiCQ4O5po1a3ScZFUqFbt27cqDBw/qiFOOjo7s0aMHr1y5Ittvra+vL3/77Ted7D0uLi6cP3++SRcyzRXFocdyN0XXUVBQ+PTpk87iepUqVQxmvDU2MbNEtmzZkm/evBHaRq1atWJ13nF0dGT69OmZPXt2ZsqUiS4uLrHqP4ULF+b06dPp6+vL0NBQTpgwQScLaEpn64mZlSd79uz8559/qFarefjwYbZq1cqgPuPq6sqqVauycePGbNOmDTt06MBWrVqxUaNGLF++vMG/laOjI7t168ZLly4xMjJS57qmyNajnZUHAIcOHcrAwEBev36dffr0MeiwkSdPHrZt25a//PILZ8yYwQULFnDx4sWcPXs2p02bxv79+7NChQoGA7qqVavGTZs2MSQkhFu2bBELj2nTpuWff/6ZYov8fn5+OkEzUonrJ0+eGNQ2HBwcRFbhVatW8fjx47xw4QJv3LjBGzdu8MKFCzx27Bj/+OMP9u3b12BAW/bs2Tlp0iS+fPmSR48eFc79Dg4O/OWXX1JkkT80NJQbNmzQycoze/Zsvn37lnPnztXLMJwtWzY2a9aMkyZN4t69e/ny5Uu9cbpGo2FQUBCvXLnCFStWsE+fPixbtqxwEJPm0506deLZs2f1Sv907tyZFy5cMKqeFxUVxQMHDrBx48aiTw0aNODDhw+5YcMGVq5cWcfukiVLsmfPnly6dCkvXrwYb8m9kJAQXr58mcuWLWOvXr309O8KFSpw7dq1vHv3rk62nipVqvCvv/4y6iJ/zAyzpsr4/e7dO7Zr107n2Zo4caLRnPm8vb05btw48Y4BorPynDp1yuD8e/r06Tx16lSSskIHBQXxwoULnDt3rqhWAESvYXz33Xc8ePCgTrYeOzs7duzYUWRolhND2kahQoV44MABjh071qC2cevWrWTNvwMDA3nw4EG2bt1a57eyVKlSXLNmjY7DqKShrV69WrZSlmS0trF27Vqdcl92dnacNGkSN2zYoPP30Ha2k+Pv7+XlpeNII/1tp0+fzuXLl4vMz9L3b/z48fTx8ZHB6uh32z///KPzbpN0vOPHj7NevXo6Wk+zZs24f/9+2fSWwMBArly5Ukcvt7Gx4ZAhQ8yylKypURx6rHxThB8FBQUJtVrN5cuX6yy0L1u2LEVqkT958oSjRo3SS994/fp19u7dW0cAMJR1JraJizQgXrx4sUGv97Rp03Lo0KH09PTkzp07dbL1jBw50uiL/B8/fuS8efNEhgEpfePDhw/5448/6mThSZs2LRs1asSffvqJf//9N589exbvoDEoKIjnz5/n4sWL2a1bN73UhtKi5okTJ4QDgEqlYvPmzXngwAGjLYaFhobyr7/+YpUqVURfqlevzsuXL+sJAA4ODmzfvj0XLlyYoOwF2mh7vbdv315HDClYsCDnzZvHM2fO6CxEFi5cmAsXLjTKIr8kADRv3lxMzN3c3Lhy5UquW7dOL7qhcePG3LhxIx8+fJgkh4svX77wzJkznDx5snCakhY7+/fvz2PHjulk6zHmIr+hEjMdO3bk4cOHdZw9pInZmjVrkr3gHBAQwM2bN7NGjRo6f9e6dety7969Otl6ALBhw4bcs2ePrCmrDTk35M6dm3v37uWwYcP0BIBZs2bJ5kxp6G+eN29e/vXXXxw1apSOOFygQAHOmTNHtrTNhgQABweHFMvKExuRkZGcN2+e3vehX79+vHHjRrIn4kFBQXpZWFQqFZs0acKjR4+yefPmRhMAJCIiIrhjxw4dJ10pUnTr1q06UbwAWKdOHW7evDlBvymG0Gg0fPXqFXfs2KEnAEiRRYsWLRKRhMYQALS5efMm+/fvL64HRDvPnTp1Ss9ZMk+ePJwwYQL37NnDFy9eJMr+iIgI3rhxg6tXr2aXLl10vk/58+fnnDlzePr0aZYrV07sr1SpEtevX2+074ChCMFWrVrxzp07nDlzpk42I0dHRzZt2pQTJ04UwnpC7P/w4YPIEPTdd98ZFJY8PT05ZswY8V7Ply8f58yZI5sTkSEiIyO5d+9enYhRKS20wlcUhx7L3RRdR0FBQeLgwYMiw6ujoyMnTpzI169fG/26Hz9+5Jw5c0RWnvTp03Pjxo308fHR0zaA6OwFnTt3FllnYlsAjYiI4M2bN7lmzRpRzkR7DmVnZ8fvv/+eZ86c0csI2qVLF6Mv8kvahram0LVrV3p5eXHevHk62oa9vT1r1qzJESNGcOPGjfT09Ix3PBweHi7GnAMHDmTFihX15s6rV6/m7du3dea9lStX5oYNG4w27jSUYTZ//vw8fPiwQeeGevXq8ffff+fhw4cTNd8NCwvj9evXuXLlSvbp00c8X0B0GZIff/yRV65c0QmWypo1K3/++WeRoVluYs6zbW1t+dNPP/Gff/4xqG0sW7ZMryR4QpFKzi9cuJAlSpTQmd+1bduW+/fv18nWY2dnxw4dOhhlkd9QiZnKlSvz+PHjes4NefLk4YwZM/j8+fNk9SM0NJSHDx9mmzZtdLTckiVLcu3atTrZ3YHoLKBSGWa5+PDhA2fPnq2TGTdNmjRcsWIF586dq7cAL2dWWEMOJenTp+fvv//ORYsW6c3FpDLMchAcHGwww2yHDh1MkuVbmx07duh8H7TLMCdXY4iMjDSYYbZChQrctWuXTlCsdoZcObUNjUbDU6dOsUOHDjpOLJ07d+aBAwf43Xff6Tz3xYsX59KlS3n//v0k9+Pjx488cuQIu3XrpqdtzJ49m3///beOjmZMbeP58+f85ZdfRDlRINp57ty5c3rOkunSpeOgQYO4efPmRGvnarWajx494pYtWzhkyBCd71PGjBk5btw4Xrp0Sef3RdJ6jFXyLiQkRO83tGzZsrx06RLXrFmjoy+pVCrWrFmTo0eP5pYtWxJsf2BgoE6GIO3gKKn01+XLl3XWCDNkyMBx48bR29vbKHaT0c/9hQsX+MMPP+hk+zt16pTRrpkaURx6rHxThB8FBYWYxMzWkyZNGg4aNIh37tyR9TqGnBukrDy7du3SEwAaNmzI3bt3JzvqICgoyOCi5rfffst9+/bpZOuRBo27d++WdZHf0EJ76dKlefToUXbo0EGvLMXq1atlm5BevXrV4KLm5s2bOWLECJ1JuDRwl2ugGttkdN68eVy2bJlO6uW8efNy5syZfPfunSzXJqOjOWbMmKGT2trV1ZVLly7l7NmzdUpbOTs7s2/fvrx27Vqys5f4+vrqCQAODg7s1q0bjx07puPII0U3yF0WJiIign///beOZ73kQLZlyxbWqlVL57mvU6cO//rrLz5+/DhJ9kdFRdHT05MrV67UEwCaNGnCvXv38scffxSijLGcGyRu3brFAQMG6DxjgwYN4tmzZ/WiBnPlysUxY8Zw27Zt9PLySlR/AgICRKagRo0a6dhdoUIFrlu3jgcOHBCOLsZ2biCjF/ljisnt2rWjp6cnZ82apbfI36BBA/7444/csWNHgjKnaDQa+vj4cPv27Rw/fjzr169vUAAwVY13Q0RERHDXrl066WslEUy77NOTJ09itT84OJgXL17k0qVL2bNnT5YqVUpHVJEEAC8vL27YsEGIz+nSpeOsWbNS5O/h6enJ/v3765Rau379Om/fvs2BAweKLF3a9jdq1Ig///wzd+3axdu3b/Px48d8+fIlX758SS8vL965c4f//PMPJ02axGbNmolsV9oCQK9evXj16lV6e3uzdu3a4rMuXbrIJjDGR0BAAH/99Ve98nYfP37k/PnzWahQIZ1+A9GOzE2aNOEvv/zCP/74g+vXr+f//vc/btmyhWvWrOHixYsNLiRJ32Up41VYWBinT5+ukwHu2LFjKWI3GS1MrV27VqQuzpAhAzdv3szIyEju27ePTZo00bMdiF78aNKkCX/44Qf27duXQ4YMYb9+/di1a1e2bNky1rIQ2lGhFy5cEBnSbGxsOGHCBKNGixri33//pbu7u3gelWw9X1Eceix3U3QdBQUFbWJm67G1tWX79u1FGWY5MaRttGzZkseOHdMrJywttic3eCYiIoJHjx5l27ZtdRb5S5QowXXr1unMM4HoTMRSGWa5MOTckD17du7YsYNjxozR01tmzJghm7ZhKLutNMeYP3++TjBJxowZZcsMSUY7N8TMMOvg4MBhw4Zx9+7dOguD6dOnlz0bblBQEFevXq2TEcjGxoZjxozhxo0bRdYWab+UoTm+jLfx8eXLF4PODY0bN+bhw4d1soYYS9vQaDQ8c+YMv//+e51F/m7duvHgwYMGF/kXL16coIy/sV3v6dOn3LZtm55zQ/ny5blmzRr+8ccfTJs2rY7Ws2/fPqOMvV+8eMGJEyfqzD+bNGnCCxcucMKECTpOg25ubuzXrx/XrVvH27dvJ0rPDQ0NFZmCOnfurJdhdvbs2bxw4YJOJnUpkEXObCHahISE6AVFVqpUideuXePatWv1sqVWrVqVw4YN44YNG3j37t0E2e/r68v9+/dz6tSpbNmypZ5zw9ixY426mJ9YNBoNz549y06dOul8H1xdXfXKPsX2PEZERPDWrVtcu3YtBw8ezCpVqui8ux0dHdmzZ09evXqVp0+fFu89Ozs7jhw5MkX+Hq9fv+aUKVP0Sq29fPmSkydP1snQLNkvOY5u2rSJN27c4KNHj/j8+XO+fv2aPj4+vHfvHo8dO8ZZs2axQ4cOemXcJW3jwIED/PDhA7t37y4+q1GjBq9evWp0u8loh9b169frlbcLCQnhxo0bDVYz0M5uv3z5cq5bt45bt27l1q1buW7dOi5fvpyjR49mnTp1dN5dMbWN4OBgbt68Wfyeurm5cfXq1UbLbm6I48ePC+3Yzs6O06ZNY3h4uF6p85j216lTh507d2bv3r05ZMgQDhgwgN27d2e7du30yptJmxT07OfnxydPnrBu3briM1NU8YiZ+U/J1vMVxaHHyjdF+FFQUDCEWq3mjh07dNJ4AmCtWrW4du3aOAfEcSEtgM6YMUPPuaFr166iJIe2ACBndENMpEVNaZFfpVJx+PDhPH/+PPv27auzyJ8zZ04xIE6M17uUvWDv3r2cNGmSQeeGf/75hxs3bhQDRcnZw5h1YQ0tan7//fd8+PAhZ8+erZdZo1atWhw5ciQ3b97MBw8exDuIDQ8Pp4eHB1etWsUBAwawQoUKegLA2rVr6enpqTNQbNiwodEEAImoqCju27dPJztNvXr16OXlxd27d+vs1x4QS17vjx49itV+KXvBb7/9xrZt2+otgEoCwJs3bzhjxgydxeZ169alSPaS+/fvs2/fvjoC582bN3nnzh0OGjRIb5Hfzc2N3377LceMGcOtW7fy0qVLvHXrFh89esSHDx/y1q1bvHjxIv/66y8OHz6cNWrU0HGciSkAXLlyRaSQValUHD16dIo5ewQEBHDq1KlioT1fvnw8ceIE/f39uXDhQoO17dOnT8969epx3LhxnD9/PpcvX861a9dy5cqVXLRoEX/77Td26tTJ4LlSdMPVq1cZGBjIQYMG6XwHbt++nSJ2k9Hv9Zil1rZt28bIyEi9sljaW4YMGVi3bl1+99137NKlC3v27MkuXbrwu+++47fffqsjGGsLAMbO9CUXDx484IgRI0SGtpibi4sLs2bNyjx58rBgwYLMkSMHM2bMaDBlvo2NDatVq8a//vqLISEhfPXqlU5WnubNm/PVq1cpbuO5c+fEu97W1pa//PILw8LC+PnzZy5btoyNGzfWSwmfmC19+vSsX78+582bx48fP1KtVnPJkiVCdMqWLRv37t2b4naT+qXW+vXrx8+fP1OtVvPo0aOcMGECGzZsaPA5jm/75ptv2KlTJ86dO1eU6vT09NSJmho0aFCKlDM0xIsXL3Scd1q1aiXetS9evNBxwtMWbOPaXFxcWL16dSGQSqU81Go1f/nlF/EOKV68eIoJfYbw9/fXEx59fX1N1h9zQXHosdxN0XUUFBQMcfbsWbZv315nkb9o0aKcP38+r169miSnW2kB9I8//jDo3LBnzx5OmTJFLLBKWs/FixeNom28ePGCkyZN0lnkb9GiBS9fvsyffvpJZ4zv5ubG3r17888//+T169cZFhaW4OtIJW5nzpzJxo0bG8wwe/z4cZ05oTGdG8hox4OYi5pVq1blzZs3uW7dOp2yIdL8s3///ly5ciWvX78eb8YYtVrNBw8ecPPmzRw1ahRr165tsHyut7e3jgNZ6dKluXbtWqM5N5DROtulS5fYtWtXMS8rUqQIL168yHPnzrFLly46GZodHR1ZqVIlDhw4kKtXr+aNGzdidXLRzl7www8/6JVzl7SNx48fc9u2bWIelSZNGs6YMSNFtA1fX19OmTJFOB9IpdZiW+R3dHRk5cqVOWjQIK5Zs4YXLlzgzZs3+eDBAz5+/Ji3b9/mlStXuHPnTjE/ijk/1C6f++zZM53MmG3btpXNaSw+wsPDuW7dOp2F9jVr1jA0NJSbN29m9erVDeoyVatW5ZAhQzh37lwuXbqUa9as4apVq7hkyRLOnj3bYJmvmNpGeHg4586dK74HOXPm5P79+1PEbokjR47olFqbMWMGIyIiDJZhljZnZ2dWq1aNbdq0YadOndizZ0927dqV7dq1Y+PGjXUyr2hvxs70JRdSGeaY5d60n93MmTMzd+7cLFiwIHPlysVMmTIZLOkn/U5KZaqDgoJ0svKULl2aN27cSHEbYwZLde7cmX5+fiJD83fffRdrAE5CNuk78tNPPwltY//+/eLZcHJy4oIFC0yi78UstdagQQM+e/aMJOnh4cHp06ezdevWOg6lCd1y5szJVq1acdq0abx+/TrJaF1fOytP48aNjVbWLT4CAwM5ePBg0ZeyZcvS09OTZPS45N9//xVOeLF9j2Nu2pUv/vjjD169elWscWzatEmncsfOnTtNYjcZPd7ULrWWP39+k3z3zA3FocfKN0X4UVBQiI979+5xyJAhep7LMRd1Tp06xUuXLvHmzZv08PAQ9Z+XLl3KHj16sGTJknoLoJJzw/v37/UGinPnzjWqAKDN58+fOWnSJDFIKFiwIM+ePUt/f38uWrRIRJtrb5LX+/Dhw/nrr79y3rx5XLp0KRcsWMAZM2ZwwoQJBrMXaAsAXl5e9PX1NelA0VCptb///ltkUIptkT9NmjSsVq0amzRpwjZt2rBjx45s3bp1vLXeJQEgKiqKK1asMPlAcceOHcLb39XVlStWrKBarebDhw85cuRInaw92putrS3TpEnDLFmyMFu2bEyXLp3BibPUrhTdEBUVFesCc0pz6tQp4VhnZ2fHKVOmMDw8nJ8/f+by5cvZokULkeUgKVuePHnYtm1bkYY1LCxMJ1qycOHCvHjxYorbTUY788VcdA8MDKRareaJEyc4efJkNm/eXE8Ii29zcHBgxYoVOXDgQJ2yYefOnRNOcvb29vz111+THSWYVJ49e6bjtNauXTv6+/uTJN+8ecO9e/dy4sSJbNq0qU6K27i2bNmysVmzZpw0aRL37t3LN2/emMS25KDRaPj8+XPu3r2bv/zyCxs3bqxXGkB7s7GxYcmSJdmjRw8uXbqUFy9e1PnNOnv2rHCSSJcuHTds2JDiNea1CQ4O5siRI8X7vHz58jpRwhqNhs+ePeOuXbv4888/s3HjxixRooRwYnJ3d2eBAgVYokQJ1q9fn+PHj+f27dvp7e2tY1dERIROObsuXboYtdRSQoiMjOTMmTPF71LJkiX1nlGNRsMnT55w586d/Omnn0QUU8eOHdm5c2f26tWLgwcP5ty5c2MtC3Hp0iUhLOfNm5cnTpxIKRNjRaPR6GTrKVq0KF++fGnwOG9vb+7Zs4cbN27kypUruWTJEv7555/csGEDd+7cGaszd2RkJHv16iW+F6bIyhMb2tl6ChUqJIQ/a0Vx6LHcTdF1FBQU4uLVq1ecOnWq3mJPzEWd48eP88KFC7xx4wZv3rzJixcv8uTJkyJ7QeXKlfXmvFKGWS8vL4MR1SkV1R0eHs7Vq1frlPySMghu2bJFrwyzNC8rX748+/Xrx+nTp3POnDlcsmQJFy1axJkzZ3LSpEls3769XvYCSduQsrAEBQVx1KhRYpxdokQJXrt2LUXslohZam3OnDmMiooSGZQMaRUODg4sX748GzVqxNatW7Njx45s06YNmzRpwmrVqhnMXhAzw+yhQ4fEIqqjoyNnz54ta3brhKAdMGRjYyPKPL99+5YzZsxg0aJFY53Pubq6MlOmTMyePTszZMigE9QX81mpXr26cG6Ia4E5JXn8+LHOs92tWzf6+/uLRf6OHTvG6uSQkC1z5sxs3LixcG7QaDRctWqVeDYyZcrE//3vfyaZ58bUUps0aSLmObdu3eLs2bPZoUMHnWxSCdlsbGxYvHhxduvWjYsWLRLODT4+PjrOc7169Up2trGk8vnzZ51SaxUrVhSBsJ8+feLRo0c5c+ZMtm/fXidYM64tZiBfSjloyU3MEtHxObkUKFCAHTp04KxZs3j8+HGhjZHR2pm0HiBlOE9K6Ty5iBk4lT17dt66dUvnmPfv3/PQoUMiyLRUqVIsVKgQc+XKxezZszNfvnwsVqwYq1evzqFDh3L9+vW8c+eO3nt71qxZ4m9kLqWst2/fLjS6TJkyGfydffv2LQ8cOMDp06dz4MCB7NmzJzt16sTvv/+ePXv25MCBAzlt2jTu37/fYMDPy5cvxe+J5CxoSh1P4sSJE+K7nD59+li19Ddv3vDAgQPctGkTV69ezSVLlnDFihUi+3RcztyLFi0S99wUWXliQ3ts6ebmxrNnz5q6SyZFceix8k0RfhQUFBLKly9f+Mcff7Bdu3Y6JVoSs9na2rJ06dLs1auXEAA+ffqkE0VtyoHijRs3WLp0aSFUDB8+nMHBwdRoNDx9+rQYEEvREAndpOwF48eP599//y2iG3bu3KkXVWKqgaKPj49OqbXvv/9eZBV49+6dGBAnxutdyl4wb948njp1SjitfPr0SSeax9QDxffv3+uUWmvYsKHOYq2UenbatGls1apVrE4+gG56040bN9LT01NnAXT79u16JWBMSWBgIIcOHSr6X7VqVX78+FHnmNevX3Pfvn2cMmUKW7RowUqVKrFkyZIsWLAgv/nmG5YqVYqVK1dm27Zt+dtvv/Hw4cN69/PLly8iE5NKpRIimymJiIjQKYtToUIFg9F0kv3Tpk3jqFGjOHDgQPbo0YN9+/blsGHDOH78eBHlZ2hyv3fvXiGgpnRWntjQaDQ62XpKly5tsA66RqPhy5cveejQIf7999/cvHkz165dy82bN/Pvv//m4cOH+erVK7OY4BoDjUbDgIAA+vr68unTp6L81IcPH+KM6D148KAQg5s0aWKSrDyxcfbsWbEoUbhwYT5//ly2tkNCQtiyZUsC0U6fu3fvlq1tOfD09BTiTIECBYQ4KwfHjx8XDqqtW7c2WVae2Hjx4oUoQZAnTx7ZMh9GRESwffv2BKIdvQ8fPixLu3Ly/v17kYY+Z86cZiFGmgrFocdyN0XXUVBQSAhSGeZu3bqxePHiBgN3ErIVLFiQHTt2FIEbhqKoT506ZRIbY2bIbNGihXDkvn37NhcsWGAw60p8m5ThQloAleaN165dE1l5bG1t+fPPPycq84+cfPr0SThZS3N7abz75csXURq6c+fOBoPWDG3a2QsOHDggAgKioqJ0sgZUqVKF9+/fN4ndZHS2ogkTJuhk69Ee70qlsefOnRtrdl1ps7e3Z7ly5divXz/++eefvHbtms499fDwEIEvUgkYU86Ho6KiuGDBApGtJ1euXHr34tOnTzxx4gTnzJnDjh07snLlyixdujQLFy7MggULsmTJkqxYsSKbNGkiyi8/f/5cxy61Ws2BAweKv1Pbtm0NaggpiUaj0SmLkz17dt65c0fvOH9/fx4/fpyzZ8/m6NGjOXjwYPbq1UuUpBk7diwXL17M8+fPMygoSO/8O3fuiGCvnDlz8sCBAylhXrwcPXpU6NNZsmSJNXuFn58fT5w4wd27d3PLli1cu3YtN27cyB07dvDff/+NMwu5JRAYGMh3797x2bNnfPz4MZ8/f853794ZvNcS9+/fF9pviRIlzCoziLe3t3DkS58+PS9cuCBb2xqNhhMmTBDa7ezZs80q6/a7d+9EFuK0adPy9OnTsrXt5eUl1rtKliwpq1YmB4GBgcKJ0cXFRday7tOnTxfv9oULF8rWrlyEh4eLdRtnZ2eTr6WYEsWhx8o3RfhRUFBIKh8+fOCRI0c4Y8YMtm/fnnXq1GHlypVZqlQpli1bllWrVmXdunXZq1cvLlu2jJcuXdJbwH/9+jVLlChBwLTpG7UJDw/n5MmThRhVvXp1HQ99CcnrfdasWfz555/FpHDkyJGcMGECp02bxu3bt9PHx8fg5H7ZsmVisGTK9I3aqNVqLlu2THj7V6pUKdbMCm/fvuWpU6d44MAB7tq1i//73/+4e/duHjp0iOfPnzeYvYCMHnxLntWmTt8Yk507d4qU3OXKlYuzxr2Uyebdu3d88+YN/f39GRoaGqeQs2rVKiEa9urVyyRZeWLj1KlTQggwlL0iOfj5+YmMRO7u7rJONuXg9u3bImqtWLFiBrNXJJXNmzeLFPeDBw82WVae2Hj69CmLFClCQMleIRf//POP+P3o06ePyX/TDPH27VuWKVNGOHfIcd/Dw8PZuHFjAtFZ6ExZbikuPnz4IMpD5MqVSxbbz549Kxy4unfvnuJRyQnl48ePIqo0d+7cyRao1Gq1yMaULl06s3u3axMQEMBatWrJZntqRXHosdxN0XUUFBSSQmBgIM+dO8dFixaxW7du/Pbbb1m1alWWKVOGpUuXZpUqVVinTh127NiRc+bM4YkTJ/QyUoSGhgqHbgAcOnQoAwMDTWPQf2g0Gm7YsEFk68mdOzcfPnyod9yXL1945swZLly4kBMnTuTYsWM5ZMgQDh8+nOPHj+fkyZNjzV5A6jp0myIrT2wcOHBAZGNyd3fnvXv3DB4XEBDA8+fP89ChQ9yzZw//97//cdeuXTxw4ABPnToVq7NGWFiYcOjWzgZkDmhn68mWLVucwTSRkZEMDAzkhw8f+Pr1a378+JHBwcFxOjacPXtWZL6sU6eOWc2fHz9+zCpVqhCIPXtFUomIiGCXLl3EPd+8ebNZBfW8efNGBChmyJCBly5dkq3tK1euCIehevXqmSwrT2x8/vxZODi4ubnx/Pnzpu5SqufevXsiE0zNmjVj1bdNSVhYGL/77jvh3HHmzJlkt6nRaDh27FjhoLplyxYZeio/ERER7NSpk1hLksP258+fC028SpUqeoGu5kJkZKQIipfL9nnz5hGIzk62fv365HfSSERFRbFv377CqefcuXOm7pJJUBx6rHxThB8FBQVT4ePjI1KfFitWzOwipm/cuCFSc8aWvSKp/P7770LwmjVrlllNhMloIUDK4FCiRAnZnDtev34tnAe++eYbs1xQe/bsmYjWKlKkiGy2aztw/frrr2Z3z8no1KJSOuqCBQvKYvunT5+EA1f+/Pnp4+MjQ0/l582bNyxZsqSstu/YsUNECP7yyy9mec/JaCc7qfxYoUKFDKadVUgYJ06cENmYRo8ebbb3nIz+blarVk28j5PzGxcVFcUOHToIR827d+/K2FP5+fz5s4hoS67tHh4eQtTv06eP2Uc2BgYGCtsLFy4cp+NqXGg0Gg4ZMkREJl+5ckXmnspPUFAQq1evLmw3lxTSKYni0GO5m6LrKCgomALtLKwZM2Y0i3Kj2rx69Ur89seVvSIp/PPPPyLz7g8//GCyrDyx4e/vzzp16oh7I5dzR2hoqHAeSJcunVk6DwQGBooS0+nTp5ct0ODUqVPCib9Dhw4mLb0TG8HBwWzatKnIXiHHGD0qKkpkRkiTJo3Jsm/FR2hoqMheIdf85NatW8IxsHXr1mZTVjgm4eHhYj6eNm1as3EuTI34+PiIks1NmjTRKatubkRGRrJHjx7ivl+/fj1Z7UlrFXZ2dvznn39k6qVxiIqKYu/evYUjm4eHR5LbevfunchaV716dZM7JceHWq1mnz59ZLF97dq1Yq3ir7/+krGXxkGj0ejYbk6Zs1IKxaHHyjdF+FFQUDAF2p7PFStWNFjmxhx4/vy5GNQVL1481mw1iUHyfFapVFy1apUMvTQOr1+/ZvHixYVTT3Jt9/PzE9mYypQpY/LUvHGhnb2iZMmSyfbM37RpkxggL168WKZeGof3798L547k2h4cHKyzaP769WsZeyo/Hz9+FGVZSpUqlSzbDx06JEp5TZs2TcZeGoeAgAAd2w1lJVOIm5s3b4oI3SFDhpi1M49EQECA+L6XKVMmzpTTcTF69OhUN6HWdjasUKFCkgR5f39/Ef3coUMHs4lMjg9t22vVqpUkJ6StW7eKCN2TJ08aoZfGwd/fX5RWbdmyZar4nsqJ4tBjuZui6ygoKKQ0wcHBIvudu7u72Tp0BwUFsVGjRiJzh6FyPInl8OHDYq43ZMgQs3XoDgkJYYsWLWSzPTIykm3atBEOUjdv3pSno0ZAO3tFxowZk/18Xr16VZSr7t27t1mP+7WdOzJmzBhrhqaEoNFoREYENzc3s3fij4yMFJk7kmv7o0ePRGm17777zmyzsEpERUWxc+fOIkOTp6enqbuU6vDz8xOBx3Xq1NGrMmCOREVF8fvvvycAZs6cmd7e3klqZ/PmzWKtYtu2bTL30jhoOxtmzpw5SZqzWq1m7dq1hSZmbhm4YkM7qM7d3T1J+vWdO3fEWGbJkiVG6KVx0La9UKFCZu10ZwwUhx4r3xThR0FBIaXR9nyuVq2aWZUdMsS7d++EY0ulSpX45cuXJLe1evXqVOX5/OHDB2F75cqVk2x7UFAQK1euLByjzNWBS5sPHz6IVM2VK1dO8kL34cOHRcmlOXPmyNxL4/DhwweRqadq1apJWujWaDRCQEtN5U20ba9Tp06ShLqnT58KsW/MmDGpZsH4/fv3wvbmzZunmn6bA2FhYcJhsUuXLkkW9devXy9+I2LbbGxsZO279m/y8OHDE33+6dOnRRTX2bNnk9WX/fv3s2HDhsyZMyednJyYP39+tm/fnhcvXkxWu7Hx7t075suXjwA4derURJ8vRcNVq1YtWRG6Go2Ga9euZZUqVZgmTRo6OzuzbNmyXLx4sdEWC96+fcts2bIlSbx5+/YtM2bMSAAJckzeuXMnhw4dypo1azJt2rQikj0uLly4wKZNmzJDhgx0dnZmqVKluHDhQln+Hi9fvhSRtps2bUp2e6kJxaHHcjdF11FQUEhJwsPDRRaQnDlzJnkBMaUICwtjq1atCIDZs2enl5dXkts6f/68yNIyYsQIs58zRURE6Nie1Hul0WjE2FcuxyhjExERIcrBubu788mTJ0lqx9vbm5kyZSIAdu7c2WwduLSJiIgQzlzu7u589epVktqRMnY4OTkle66XUmjbnjNnziQtdIeEhIjs4g0bNjS7DFyxERERwebNm4vM00nVMa0VyRmsQoUKSV6rMIWmo/2bnJSAnVevXon58bJly5LVl5TWdMLDw1m/fn0CYIsWLRL9m7xkyRIC0SUakxN4bApNJzw8XGQh7N69e6LOjYiIEEGd/fv3j/d4c9N0wsLCWKpUKQLgyJEjk91eakJx6LHyTRF+FBQUUpLIyEhWrVo11Xk+v379WpSgSupC99WrV4Vjx9KlS43QS+Pw6tUrYXt8g7XYkMpy5M+fP8lCgil49eqVWOwdOnRoos//+PEjs2fPTgCcMGFCsvoyfvx41qtXj7ly5aKTkxMzZMjAsmXLcurUqbJkjorJy5cvRcm5yZMnJ/p8KbrDzc2NDx8+lLVvGzduFBPh1atXy9o2GW27dN8WLlyYqHM1Gg3r1asnoriSI/DmzZs3VgEgW7ZsSW43Lp4/fy4m8qnB6dBc+OWXX2SJDrl58yanTJlicJOeq+bNm8vY82hu3Lghfp8SU4M7KChIRLBNmTIlWX0YP368iCbs06cPf/zxR7Zr14729vZUqVRGc7w4deqUcEhKTJTx/v37hbid3Hdct27dCIBZs2Zlnz59OHz4cOFM265dO6MtFO3du5cA6OLikuDFHY1Gw7Zt2xIAGzVqlKC+SRnv0qRJI5wG4xpP7N27l7a2tnR1dWXv3r05duxYIai3b98+wfbFxbp168SClFylNVMDikOP5W6KrqOgoJCSDBw4UETE379/39TdSRChoaFiPF2wYMEkldR4//49s2TJQgDs1atXqnDsIKNtl0qjlSpVKkmO6NLYydXVlZcuXTJCL42Dtu01atRI9EKiWq0WmaiaNWvGiIiIJPclpTWdkJAQkXkiKTrm7du3RfaGffv2ydo3Y2s6ISEhQntOio45btw4AmDRokWT5RRjCk0nJCREZCRNSsCOtbJr165Ez40NYSpNR1t/TkxmeI1GI5zAkhvYZypNR9shaePGjQk+z9vbmy4uLgTAPXv2JKsPptJ0Hj16RCcnp0S/p3/77TcCYJ48eRIUvG2Oms7169dpa2tLlUqVahxO5UBx6LHyTRF+FBQUUpJZs2YRAHPlypXskksvX75kr1696O7uTgcHB+bNm5cjRowwWqkYb29vpk+fngC4fv36RJ0bFhYmBnIjRoxIVj+S4hWdXB49eiSi0Pbu3Zuoc5O6WBoTPz8/rl69mm3atGHBggXp5ORENzc31qhRg2vWrDGamHbz5k3a2dkRAE+fPp2oc6UBfVKEo5jY29uzSpUq7NWrF3/88UcOHTqUFStWJADmyJGDL168SFb7hjhz5oy4d4kpo+Pr68sMGTIQANesWSNrn168eMF06dKJDDjGEH9Ict++fQRAZ2dnPn78OMHn/fHHH0LcfvfuXbL6kDdvXqZLl86gEDB37txktR0XGzZsIACmT5/e7MukmQPXrl0Tk8hz584Z7TqSIGmsWuaTJk1KdCTfsGHDhINucjLU+Pr60sbGhtmyZdP73pw8eVI4hBoLyek0oXb4+/vT3d2dADhv3rxkXXvPnj3CPu3sdREREaKkQWLHHInhhx9+IADWrl07Qb+jUqmttGnTJjjz2smTJ/n48WNqNBoxJoht3PL582dmyZKFDg4OvHbtmtgfGhrKatWqEQD/97//Jcy4ONBoNCKK0ZpKbykOPZa7KbqOgoJCSnHkyBEC0PutTgoprel8+fJFLHQnJWBHKmvy7bffJqv8jik0nS9fvrBgwYIEwEmTJiXqXO3sholZLI2JqTQd7bF7YgN2Fi9eLJwvkluK3RSazuvXr4WOuWHDhgSfFxERIUozDxo0SNY+pZSm4+XllSQd89KlS7SxsaGNjQ0vX76crD6YStO5ceOG0DETE7BjrXz48EGUVzNm6SFjazr//POP0DETmolOLv3P1JqO5HSaUDu0S2117tw5Wdc2taazYMECAtHZ2BIyftIutXXs2LEEXcMcNR2SnDhxoizBlakJxaHHyjdF+FFQUEgpPD096eDgQAA8cuRIstry9vYWg+3WrVvzxx9/FFE3RYoUMUp0C/k1iiRdunSJyjTz008/EQALFy6c7Bq8ifWKlgtJyMiePXuChYzAwECR3Scp5Uy0kRwl3N3d2aVLF06YMIG9evUSwpIxPd6nTJlCACxQoECCF7olhxAnJyc+evQo2X0IDQ01uP/nn382isgiIS3Yly5dOkEL3RqNhq1btyYANm7cWNZ7otFoWL9+fRYoUIBjx441qvhDkl27diUA1qxZM0HionaprR07diT7+nnz5mXevHmT3U5ikTNCx9LRLrVlzDSvd+/eJRCdMtyY6XqllLUJieTTLrWVHGdNkrx8+TIBsFWrVgY/T5s2LdOkSZOsa8RFYn+rpHID1atXT/b9kBw/DaW2lu67Medqfn5+CS69pV1qK6nv3vjEn7Vr1xIwnDL6xIkTwvlIDuRanEpNKA49lrspuo6CgkJK8PnzZ+bOnZsAOGPGjGS1ZSpNRztg59SpUwk+7++//yb+y1CT1NJNEqbSdM6ePUuVSkVbW1t6eHgk6Bw5naBNqekkJWAnqQ4hsWEqTUdasE+Mjjl9+nQCYN68eROUvSGhpLSms2jRokTpmNqltsaPH5/s65tK0yHJyZMnJ1rHtFakUlt16tQxmmNhSmg65NeAnYSU3tLObJPcDN2m1nQ0Gg2bNWtGIGGlt7RLbSV3vGFqTScqKoo1atSIVUfRJjIyUpTaGjBgQJKuZ06ajraOmdwA+tSC4tBj5Zsi/CgoKKQEkZGRrFSpEgGwb9++yW6vUaNGBhefRo0alaxBSXxoNBpRi7lp06YJEhuuXr1KGxsbqlQqnj9/Ptl9SIxXtJxopxpO6PWkrAdly5ZNVmpiMnrQt2/fPr0Jia+vrxAV//7772RdIzbCw8OF6JaQSD7tVKcLFiwwSp8kbt26RQBs0KCBUdoPCgoSkXwJKb2lXWpL7gizRYsWUaVS8cyZM8LJypjij/Z9jC+ST7vUVocOHWS5vinFHzkn9paM9BwaOxpk6NChsX4HpTTeT58+TfZ1PDw8ROmtCxcuxHpcVFQUCxcuTCD5pbbI6O+ag4MDs2fPrhPRRH7NFNamTRud/XLaTepmk4srmu3q1avCWVOOcoINGzYkAB48eFDvs+DgYALRKdm1S5TKbbtUeitNmjQMCAiI9bgff/yRANiwYcMkL7bEN26RBMitW7fqfRYZGUkXFxfa2dkxLCxM7H/69KlYcEgsUiRfvnz5jCqsmguKQ4/lboquo6CgkBL069ePAFipUqVkZaghTafpkF/H8Pnz509Q6S3tUluGFuwSi6k0HZIcMWIEgYSX3kps1oO4MKWmQyYug3JS9K+kYmxNJ7EBO9qltk6cOCFrX1Ja01Gr1axZs2aC76NUaqtYsWKxOmAlBlNqOuHh4UrprQQgOfslt9RWfKSUpqOtY8b3eyVlnZMjkM8cNB1tHXPXrl2xHhcQECCCMZNbaos0D01Hu/TWlStXYj1ux44dBBJeassQ5qbpSDqmnZ2dVWSZVxx6rHxThB8FBYWUQCq1lTt3bn7+/DlZbfn4+IjFl5hCwJcvX+jq6koXFxejRSBop6yNL2Widqmt0aNHy96XlBZ/EhOhpJ294datW0bt1++//55gZ5ukkpjSW717906wUJRcfv31V4PPl5yTA+3SW3fv3o31uMDAQJG9Qe5SW/fv36eTk5PIghKX+COn7dopa319fWM9TloQl6PUlkTevHmZPXt2btq0ib///jsXLVrEkydPxvpMyT0hlCL5smTJojPRUogmODhYlJZLTHRvYgkJCWH69OlpY2Nj0ElO7vsuOW20bds21mMOHDggFkGSU2pLm4ULF1KlUjFLlizs168fJ0yYwA4dOtDR0ZENGzbU+17JbTdJdu/ePd7f6549e8r6m965c2cC4PLly/U+k6K5APDSpUtivzFslyLily5davDz0NBQZs6cWa8viSW+cYtUduD69esGP5cyYt2/f1/sS474o1arRXam/fv3J/r81Ibi0GO5m6LrKCgoGBvtUlv37t1LVlum1nQSG7CjXWpL7uwNKa3paAfsxFd6S3tx1NjZDFNC00lM6a0VK1YQSFyG6qSSEpqOto65ZcuWOI+tXr06AfkzBplK09HWMeNyUHr27JkotRXXgnhiMLWmo116KzGl5K0JKbNJcktpx0VKazo7d+6MN2jl5cuXwglCrmBMc9B0pOoCderUifWYpUuXxntMYjAXTUfKetajR49Yj/n222+T7ZxsbpoOSbZr145A8qtDpAYUhx4r3xThR0FBwdi8evVKtlJbJLl69WoCYP/+/Q1+LkV6HT9+XOyTe6CkXXorLo/m5cuXE5Cn1JYhEiL+yG27NDguWLBgnGKWtDiYkKwuyWXOnDkE9EveyG27lLK2Xr16sR7j6+tLOzs72tjYyFJqKyZz587llClTOHLkSBFpVLp0ab5//17nOLltHzBgAAGwT58+sR6zcuVKAmCVKlVkTZUdGRnJChUq6HyPUkr8ISmycv3222+xHiO9d+bPny/LNcmvdsTc8ufPb9CpTG67NRqNELrjE/2sESlatVKlSka9juRY1bx5c4Ofe3t788GDB8nOgibx5s0b8Q57+fKlwWOkVMZz5syR5ZoSe/bsEU5S0laoUCGDz5/cdpPk9evXCYAZMmQwmHHJz89PRD0ltCZ9fGzZskX8pmovFkRGRvK7774TfwftaC9j2C6JfsWKFTP4/t60aRMBsFy5csl6v8c3bvnmm2/i/PtKCwwXL14U+yIiIvjgwYMkR1RKY4hmzZol6fzUhOLQY7mbousoKCgYk6ioKBYoUIBA8kttkeah6WgH7Ny4cSPW46QyInKU2jKEKTQdqfSWvb19nEEr0uJgSpRhTilNRwrYiStoRa1Wi+ddjlLaMTGVprNq1SoC0Rm0Y7uf165dIxCdkUnOUlum1nSmTp1KQD9DiDY//fQTAbBLly6yXJM0vaZDfg04NEaQaWpHyo7l5uaWoGxtSSWlNZ2EBK1I+nbHjh1luaaEqTWdz58/i+w7hpyPNRoNixUrJuv73Vw0HW9vbwKgo6OjwTJinp6eYjyTnGB7c9R0pFJeOXLkkPVvao4oDj1WvinCj4KCgrGRJmnt2rWTpT1JVIjNe14q87RixQqxzxgL3dLEW/s6MY+RvI63bdsmy3VjYgrxJyoqSrR56NAhg8fcv39fDBLjKt8hB5GRkSxZsiQB8PDhwzqfyW17QEAAXVxc9DzJtZGiq+LKbpEcsmXLpjMxatKkCd++fat3nNyTg0ePHhGIzlTj7++v97lGoxHpfDdv3izLNSUmTZpEGxsbncF+XOKP3LZL0ai5c+c2mFr+8ePHcf5tksrUqVN54sQJvn37lsHBwbx79y4HDBhAlUpFZ2dnvcxXxpgQSk5aNWrUkK1NS0GKOtmwYYNRryNNdvft22fU62gjRSEbitr18fGhSqWio6OjXirl5DB79mza2tpy1KhR9PHxYXBwMD08PMSCzrhx42S7VlxUrlyZALhu3Tq9z+bNm0cAbNy4sWzXU6vVbNq0KYHo+u39+vXjiBEjWKJECTo5OQkxRA6H6LiIiIgQEcuGMk5Vq1Yt1nduYkiu+CP1IzlZgmLy4cMHOjo6UqVS0cfHR7Z2zRHFocdyN0XXUVBQMCZSSZKCBQsmu9QWaR6aDkkOHz483qAVKYOjscaiptB0SLJNmzZxBq2EhISI7LtXr16V7bqGSElNJyFBKwcPHiRgvJKsptJ0wsLCRMZNbW1FG8n5Y9SoUbJcU8LUmo524J2hbCRhYWGirF5cpacTizloOvEFrVgzUuDisGHDjHodU2g6kpNk06ZN9T6LiIgQZbniy0CfGMxF0xk0aBABcMiQIXqfSb+57u7usjpQmYOmQ5JNmjQhAM6dO1fvM6ns28CBA5N1DXPUdDQaDYsUKULAuKU7zQHFocfKN0X4UVBQMCbaC0RyDRKluu2xLSr9/PPPRIzIMWNMirZt20YALFmypMHoFqlMUfbs2WUrSRKThIg/xrB95syZBMCWLVsa/HzYsGEEjFv3XmLMmDEEDEfWG8P2/v37EzBcgzoyMpK5cuUiAB47dky2axri7du33L17NwsXLkx3d3d6eHgY9Xrk17rAhtJTX7hwgUB0ySk5yzNduXKFtra2ehO/lKi3LqFWq1moUCEChkvNjRo1igDYu3dvo/eF/PrMxxVdJheBgYF0c3MjAKOXzktNXL16lQCYMWNGo2Rfk5AiaHLlymX08n3axPX7NX78eAJg9+7dZbue9FtmyBEyODiYOXPmpI2NTYo4W0jRcxUrVtTZr1arRXkCuYW4yMhIzps3j2XKlKGTkxPTpk3Lxo0b8/r166xatSoB8ObNm7Je0xDSe7V9+/Y6+2/cuEEgOithcktfGCM9sxxIi3Xjx4+XtV1zQ3HosdxN0XUUFBSMSePGjeN0wEks5qLpxBe0khJOv6bSdI4ePRpn0EpsY2JjkNKaTnxBK1KG3lmzZsl2TUOYQtOZMGECAbBr1656n/n7+4tspHJmmzYHTYf8GrQyceJEvc+kDBtlypQxejYqMmU1HTLuoBVrJSAggK6urkaZW2pjKk1H+/crZtaTHTt2EACLFy8u2/NuTprOnTt3CIBp06bVyzTWoUMHAuCUKVNkvaa5aDr//vsvAbBAgQI6VRUCAwOZNm1aAuDt27eTdQ1z1XSkihJxVVWwBBSHHivfFOFHQUHBmBhjkBif+COlSZ05c6Ys14uN8PBwEVlz9uxZvc/jynAgFyldb13i3bt3dHBwoEql0ouUSkkHAGmwVrRoUaPXNZe4efMmgeiUrDEXNvfs2UMgusRaXOXI5OTZs2d0cHBgiRIljH4tyb5vvvlGz74ffviBADhhwgTZrhcZGcnChQuzWLFiek5CKS3+zJ8/nwDYsGFDnf3BwcGiFn1skxW58fLyEs4kKUFKOuilFnr27EkAHDt2rFGvI0UNyy02xId2hrnt27eL/aGhocyUKZPs0TSSoLlkyRKDn7dt2zbFIm1ii0aWMnXlyZMnxYS4kJAQOjk50dnZOUXSBr969Yq2tra0tbXlmzdvxH4pSn7EiBHJvkZ84xbpt2Tr1q16n0VGRtLFxYV2dnayOo6SX8tpZMqUKcV+v02B4tBjuZui6ygoKBgLae7h5ORksIRDUjAXTYeMO2glJcpymkrTUavVIoreUNBKSjkAmELTiUuzevr0KVUqFR0cHPRKYBmLlNR04rJvwYIFBjWP5GBOmo4UtJItWza9oJUaNWoQAFeuXJkifUlpTSclHfRSC0uXLiUA1q1b16jXMZWmQ8aeYe7bb78lAC5btky2a5mTpkOStWrVIgD+8ccfYp+UqcvW1pavXr1KkX6ktKajXVVBO+PdunXrCIA1a9ZM9jXMVdP59OmTqKqQ1NJdqQE5NR0bKCgoKCgoaLFixQoAwKBBg6BSqWRpM126dACAz58/G/z8y5cvOscZCwcHB/Tr1w/AVzsl3r59i127dsHW1hb9+/c3aj9MQdasWdGhQweQxKpVq3Q+27p1K758+YIaNWqgTJkyRuvD8uXLMWLECBQvXhynTp1CxowZjXYtbcqWLYvq1avjy5cv2Lp1q85n2s+7jU3KDIvy5s2L4sWLw9PTE35+fka9VosWLZArVy54eXnh5MmTYv+HDx+wc+dOqFQqDBgwQLbrBQUF4fHjx3jw4AGcnJygUqnENm3aNABAv379oFKpMHLkSNmua4iePXvCyckJx44dw+PHj8X+HTt2ICAgAJUrV0aFChWM2geJrFmzAgCCg4NT5HqDBg0CAGzevBmBgYEpck1zJioqCjt27AAADBw40GjXCQsLw6ZNm2BjY4M+ffoY7TqGUKlU4r5v2bJF7NdDpDQAAIoESURBVL948SI+fvyIkiVLokqVKrJdLzw8HED0u8QQ0n4HBwfZrhkbzs7O6NatGwBg7969Yv+JEycAAD/88ANsbW2N3g8A2LRpE8LCwtCxY0fY29sb/Xo5c+ZEgwYNoFarcfbsWbH/woULAIB27doZvQ/16tUDABw+fFjvs7NnzyIkJATVq1eHo6OjrNetXLkycuXKhY8fP+q84xUUFBQUFKydP//8EwDQqVMnZMqUSZY2zUXTAYDBgwcDiJ7LazQasV+j0eCPP/7QOcaSsLGxEeP9mHrW9evXcfXqVWTIkAHff/+90fpgKk0nTZo06NGjBwCIeyyxcuVKkESHDh2QJUuWFOlPSmo6+fLlQ/PmzREREYF169aJ/cZ63s1J06lVqxZKlCiBd+/eYffu3WL/vXv3cOHCBbi5uaFLly5G7YNESms6HTt2RMaMGXH9+nVcv349Ra5p7kh6rqVqOgAMajqfP3/G6dOn4ejoKHQPOTAnTQeAWK/R1nTOnj2LqKgo1K9fHzlz5kyRfqS0pmNra4uuXbsC+KphAdah6aRPnx4NGzYEAFy6dEnWti0VxaFHQUFBQUFw//59nD59Gq6urrIOEosUKQIAsS64eHl5AQAKFy4s2zVjo3///rCxscGuXbvw9u1bsX/dunWIiopCq1atkCtXLqP3wxRIE4M1a9YgKipK7F+/fj0A44peixYtwtChQ1GyZEmcOnUK2bNnN9q1DCHZpi2A+Pn54dixY3BychLiUErx5s0bADD6IrOdnZ1wUPvf//4n9h87dgwRERFo2LAh8uXLJ9v1HB0d0adPH4NbuXLlAAA1a9ZEnz59UK1aNdmua4iMGTOiffv2AICDBw+K/ZJjkzRhSgmkiUmBAgVS5HrFihVDxYoVERwcjGvXrqXINc2Z+/fvIyQkBAULFkTBggWNdp2dO3fi06dPaNasGXLnzh3rcT4+Pnj48CEiIyNlvX6jRo0AQEfw8/DwABAthsrlpCu1BwCrVq3C69evdT47dOgQLly4ACcnJ1SvXl3sN5bd2v2R7NX+fzkdmSSkRSttrl27hgkTJiBNmjSYPHmyzmfGtL1y5coAvtobFhaGe/fuQaVSifeuMWnfvj0yZ86Mbdu26Tx7YWFhmDhxIoCv4w+JyMhIPHz4ED4+Pkm+rkqlQsWKFQHo3ncFBQUFBQVrJjQ0VMx55Zzfm5Omox20or34dezYMTx9+hT58uVDkyZNjN4PU9CzZ084Ozvj6NGjOuOoDRs2AAB69eoFFxcXo1zb1JqOdtBKRESE2C/pHMZc5DdESmk6wFfbtTUdLy8veHl5IVu2bGjRooVs1zInTUelUolF/v3794v9kqbTtm1bpEmTxqh9kEhpTcfZ2RkdOnQAAJw6dSpFrmnOREVF4ebNmwAgHACMgak1ncqVK8PNzQ1v3rwR75gbN24AAMqUKQM3NzfZrmXOmg6js5laraaj/f+S5mFMTKXpAFA0ncQiR5ofZVNSMysoKFgGc+fOJQD27NlT1na9vb0JgPny5dMri/Dlyxe6urrS2dlZrxySsWjatCkBcNOmTWKflLbZ2KkkTZWemYwuySKlcZTqr4aFhdHe3p4qlUqvTq1czJo1iwBYtmxZfvjwwSjXiI8vX76INMVSqt7Dhw/HWYc9OTx48IC+vr56+9VqNX/++WcCYPXq1XU+M0ateZK8ePEiAbB06dJi36hRowiA06dPl/VacRFXemZj2f7HH3/ofd+KFy9OALx8+bKs17p3757BlOPPnj1joUKFCIC///67zmfGspskBw0aRACcM2eO7G2nNqRUtR07djTqdWrWrEkA3LdvX5zHSe/hmOUPk4tarRap6KXySx07diQArlmzRvZrNWjQQNQ57969O8ePH8+WLVtSpVIRABctWqRzjrHsJqNT0QNg5syZqdFoqNFomCFDBgLgy5cvZb9e5cqVWadOHQ4ZMoQTJkxgy5YtaWtrSxcXF500yRLGtH3v3r06dcevXr0qSqcmlT179rBHjx7s0aMHGzduLGq6S/vGjBmjd7ytrS1dXV3Zp08fjhs3jkWKFCEAtm/fXq+Eq3S/8ubNm+Q+kuSvv/5KABw1alSy2jFnlJJblrspuo6CgoIxOHnyJAGwVKlSsrZrbprOxIkTCYAjR44U+yZMmEAA/Omnn4x6bVNqOiTZrl07vdJa/40XeObMGaNc0xw0HZJifOnh4UGSfP/+PQHQxcVF9hK75qTpBAcH08bGhra2tgwJCSFJbt68mQDYunVrWa8VF6bQdK5duyZKvElIZYmWL18u67XMTdNZs2YNAfD777+Xve3Uxu3btwmABQsWNOp1TK3pkF/La0l9kEpJDho0SNbrmJumo9FoRCn158+fkyTr168fa5nJ5GJOms6rV68IgOnTp6dGo2FoaCjt7OxoY2PDwMDAJLWZWjSdgwcPEgBr1aqVrHbMGaXkloKCgoKCUZC8YbW9r+WgYMGCaNSoEZ49e4bly5frfDZlyhQEBweje/fucHV1FfuN6fks2SfZS1L8f6VKlWS/XmIxlu0qlUrYJ9l77949REZGokiRIkibNq2s1wOAX3/9FRMmTECFChVw4sQJZM6cOc7jjWV72rRpUbhwYURERODevXsAvmaxMIa3++HDh5E7d27Ur18f/fv3x08//YTevXvjm2++wYwZM5A9e3asXr1a55z69eujWLFiepERyaVMmTKwsbGBp6cnQkNDAXy9/ylVcio+jGW7ZJ9kb3BwMB4+fAhbW1uULl1a1mvt3LkTOXLkQNOmTTF48GD8+OOPaN++PYoWLQpvb280a9YMY8eO1TnHWHYDSpSDNtJ33ZjP+4MHD3D+/HnkypULzZo1M9p14sLGxgbly5cH8PW+G+u7bmNjg4MHD2LhwoUoXrw49uzZg/nz5+Py5cto1qwZjhw5ghEjRsh6zbjImzcvMmbMCD8/P7x8+RJPnz7Fp0+fkDVrVqOkZm7fvj0CAwOxefNmLFiwAHfv3kXfvn3h6emJxo0by369uJC+6zdu3NAZzyTnnt+6dQt//fUX/vrrLxw5cgQA8OTJE7Hv77//1jm+TZs2OHPmDGrXro1du3Zh6dKlsLe3x4IFC7Bt2zZZs0NpI9mopKFXUFBQUFCIxlo1He3/t2RNB4CephMeHo67d+8aLTujuWg6gP78XvpvuXLlZM+UY06ajouLC4oXLw61Wo3bt28DsB5Np1SpUrC3t8ejR49EOXFj2a5oOuaLtWg6QOzvOUvXdFQqlY7tJEV2ImPcd3PSdHLkyIHs2bMjICAAT548wd27dxEVFYWiRYsmOQtZatN0bt68qVNGVcEwdqbugIKCgoKC+WDMCeGKFStQvXp1DB8+HCdOnECxYsVw5coVnDp1CoULF8bvv/+uc3z9+vXx/PlzkTJZTmIOjp8/fw5/f39kzpw5zpSaSWXv3r2iBqxU5uvSpUvo2bMnACBz5syYN2+eON6YtlesWBF///03PDw80KtXL6Pe87/++guTJ0+Gra0tatWqhSVLlugdky9fPvF3AIx/3x89eoTr16+jfPnyRrW9QYMG6N+/Py5cuIDbt28jICAArq6uKFy4MLp164bhw4enWL15Sfy5d+8ebt++jcqVK4tUteYi/hiLUqVKwc7OTog/d+7cgUajQZkyZeDs7CzrterWrYtHjx7h5s2buHTpEoKDg5E+fXrUrFkT3bp1Q7du3Yw2ATJEzPecNZMSYmexYsWkjAvx8uzZM6P1o0KFCjh9+jQ8PDxQs2ZN+Pj4wNHRESVKlJD9Wvb29hg5ciRGjhyZoOONabdUfuno0aPw8PAQZSUrVqxolO/duHHjMG7cuAQfb0zbc+TIgWzZsuHdu3d48uSJLGLn1KlTMXXq1ESdU6NGDZ3yhnGRL1++BH9f4iKm+GNjo8QrKSgoKChYN9am6UhjAJVKZVTbzUnTiTnPk4K0ihYtKnuQljlqOlu3bsX169fRr18/q9F0gGgb7927Bw8PD1StWtXsHHqMhaOjI0qWLImbN2/i1q1bKF++PB48eAA7OzvZg7TMTdMpXrw4HB0d4e3tjYCAAKRPnz7Frm1uWJumAxjfoQcwL00HiNZvjh07Bg8PD5QpU8aoQVrmpOlIzkwHDhyAh4cHPn78CMA6NJ2sWbMiV65cePXqFR4/foyiRYsmu01LRnHoUVBQUFAAAHz+/BleXl5wcHBAyZIlZW+/YMGCuH79OiZPnozDhw/j4MGDcHd3x/DhwzFlypQUnwgDX8Uf7bqkxpicSV7R2jx58gRPnjwBEJ1ZQFv8MSYxJwbGjHJ4+vQpAECtVmPRokUGj6lTp46O+GNMJPEnJSZFJUuW1ItcjA9jTwgl8SdDhgwIDAxErly5kC1bNqNdMyZxTSaMZbuTkxNKlSolxB9jOjLVqVMHderUSdQ5xrznivgTTVRUlIhilLLXWDLaUXzatdbt7e1N2a0UoUKFCsKhR61Wi32WjiT+HDx4EDdu3MDdu3cBwCgR2uaGJO69fv0aT58+RcGCBU3dJQUFBQUFBZNizDmuOWk6WbNmRe7cufHy5Us8fvwYTk5ORg3SMidNR5rT3Lp1C1FRUVan6QAps9BtjprOX3/9BQ8PD2g0GpMEaZlC0wGibbx58yY8PDxga2sLjUaDUqVKyR6kZW6ajr29PcqUKYOrV6/ixo0bqFevntGuZe5YiwMboKvpfP78Gd7e3kYL0jI3tN/xZcuWFftS0pHOVEgOPTdu3MCXL18AWIemA0SPa169eoU7d+4oDj3xoISwKSgoKCgAgJgMli5dGg4ODka5Ru7cubF+/Xr4+voiIiICz58/x+LFiw0KP8+ePQNJ2SN6gK/iT1BQEB4/fmz01J1Tp06Ns/5lzAmgMW2PKf4Yc1IUn90kcfr0aZ1zjGm79sTAz88PL168gKurK4oUKSL7tcwN7QmhNU2EAd37fuvWLZ19lowk/gAQdlsjr169QlhYGHLmzIkMGTKYujtGR3LIffz4MV69egUA+Oabb0zZpRRDsvPVq1cioilXrlym7FKKIdn58eNHIf7EVw7BUsiUKRMAiBT8CgoKCgoK1oqxg7QA89F0AN15nramY4yFP3PSdDJmzIj8+fMjLCwM9+/ftypNR1rcvHv3LiIiIqxK29DWdLy8vEwSpGUqtMvsWku2aQntgFRrxsvLCwCM9ttmThQsWBCOjo7w9fXF48ePAURnQ7GGIC1J03n58qVVazqStqFoOgoxURx6FBQUFBQAWJe3O6A7IZQWu60he4O2+PPo0SN4enoCgPB8t2Qk8efevXvw9vYGABQtWlT2WuvmiBTJ4eXlJWp7W0smg0KFCgEA3rx5IyaEOXLkMGWXUgzJTn9/fxP3xHSEhIQAgOzp580Vqb52aGgoQkNDAUSX3bMGpAhNbdudnJxM2aUUQ9v2sLAwANZju2SnZLeCgoKCgoK1IukaxgzSMiesVdMBvtp+69Ytq9J03NzcUKhQIUREROD+/ft48eIFbGxsrCKiX9F0FE3HmrEmXcfGxgaurq4Aoh11AevTdMLCwoSmI3cmLnNF0jWsWc9SNJ34URx6FBQUFBQAAL6+vgCAAgUKmLgnKYNk59u3b/Hp0ycA1jMhdHd3BwB8+PAB4eHhsLW1hZubm4l7ZXzSpk0LGxsbhIeHIygoCMDXxW9LR7IzLCxMDJCtbUKoPSmylgmhMimC1d5za3Ts0H7erc12baeW8PBwAICjo6Mpu5RiSHZa83tOQUFBQUEBUDQdwPo0nU+fPgltIyVLnpkSKeuq5ODg4uJiFUFa0gK/9kK3tWk61rjIrz2/t1ZIWt38XrrvkkOPNT7v1nbPFU1H0XQSguLQo6CgoKAA4OuPprUNEq154U8qy2EtdqtUKj3breV5154YWNvzrnzXrVv8iYqKAgCrEHkBwM7ODgAQGRkJkgBgFfXGga92ajQacb81Go0pu5RiqNVqANHPuZSKOzIy0pRdSjEkO60hE4GCgoKCgkJcWOtCtzXP87QdHKzNdmvTdKRxPkkEBwcDsJ57bui7bi0L3Yqm83VOr1KpYGNjHcvZ0pxe0rOsBUnTISk0HUnrsHSk59zW1lZoG9ai6URERABQNJ2EYB1vQAUFBQWFeLE28Ud7UmRtE0LpHku1Sa1pwCTZKj3v1rzIb21Y44RQmvxL998akd71UoSLpaPtnGttpYi0xzHWJnxqL+RYWxSntY1fFRQUFBQUYsNaHTusMZJfe7xnbQth1qrpALq6jjWiaDrWia2tLWxtbUHSap596TdNyqavaDqWj/YYzlptVzSd+FEcehQUFBQUAFhPBH9MVCqVmBhZy4RQmgBJAyVJALIGJFulusvWMinSXuS3tjJM2hMDa1votrbMa4awNqcW7cUM6b5L9eYtHUPvOSl61dKR7rGzs7NIxy+l57Z0JDsluxUUFBQUFKwVRdOxnmwGkqZjb28vHFysRdeR7NQuK24NaJcdsuZFfmvTsxRNJxpru+/SMy99161Nw9TWsxRNx/JRNJ2Eozj0KCgoKCgAsL40ntqDRGtd8E2XLp3Ovy0daxZADD3v1vJdNyT+BAUFmbJLKYa1peI2RIYMGQAA7969M+vsVBqNBosWLUKRIkWQNm1aVKlSBcePHzd4rKenJxwdHbF8+XK9z969ewcASJ8+PbJnzw4AePr0qfE6LgNy2S7ZmS1bNuTPnx8A8ODBA+N1XAbksv3+/fsAgPz586NYsWIAgNu3bxuv4zIgh+2fP3/Gs2fP4OjoKO65goKCgoKCtWKtuoY1azrai57WZru16VlStmV7e3ux6Gltmo72825tmo61O/SkT58eAPD27VvTdiQO5Jrbh4SEIDAwELa2tmKO+/z5c7MOQpZb08mePbui6cA6NB3gq52S3Qqxozj0KCgoKCgAgNVF8hta5JdKUFk60sQ3TZo0cHR0hFqtFvXHLZnAwEBoNBo4OjoiS5YsAIA3b96YuFdxI9fg2NfXF0C0c4O7uzsAwMfHx3gdlwG5bH/y5AkAwN3dHQULFgTwdaJkrshlu6enJwAIu62RrFmzwv3/7d13fFRV+sfx70kIJHQEpUiToiBSo4hgBetasIsNca1gA1d37eKuu2vFXZViQVFcZddefvYC2JUgIE1AQFGK0ksIKfP8/rgzl0kyCUmYSW4mn/frdV8DM/feOSczd2buc5/znJYttXnz5kC/5x999FGNGjVK7dq10+WXX65Vq1bphBNOKHYCX1BQoD/+8Y/q16+fRowYUWw/WVlZkqTevXurT58+kqTvvvsu0MGfePV9xowZkqTMzExlZmZK2vn3CKp49D0/P99fv0+fPjrwwAMl1Yy+z5w5U5LUo0cPpaWlVVrbAQAIImI6NS+mk5GR4VeqWb9+fVU2qdJs2LBBkhfbSE9PV05OTqD7TkyHmA4xnd3Xq1cvSTvP/4IoXnGNWbNmKRQKqVu3bmrVqpXatm2r7Oxs/fDDD5XVlXJLREwnEs+aPXt2oKdai3csLzMzs0bFdDZt2qQlS5aoTp066tatW2U2v3oyM5ZqtkjK6tOnjwFAPI0ZM8Yk2aWXXlrVTSlVQUGBPfTQQ7bvvvta/fr1rW/fvvbBBx/EXHfu3LlWu3Zte/TRR4s9dvLJJ5ske/75523YsGEmyR555JFEN3+3xKPveXl5lpGRYZJs7dq1lpmZaZJs2rRpldGFConXaz516lSTZJmZmZaXl2fp6ekmydavX5/oLlTYv//9b5NkxxxzjF1//fXWpk0bq1Wrls2aNavQevn5+da3b187/PDDLRQKFdvPLbfcYpLslltusfnz55ska9OmTWV1o0Li1fc+ffr47/EpU6aYJDvxxBMrqxsVEo++r1271iRZ3bp1LT8/vzKbHzgnnXSSSbIXXnihqptSoi5duthRRx3l/3/p0qWWkpJiw4cPL7TefffdZxkZGbZo0aKY+7noootMko0dO9bMzNq0aWOSbN68eYlr/G6KV99btGhhkmzx4sW2fv16k2Tp6emWl5eX0Pbvjnj0ffbs2SbJ9tlnHzMzmz59ukmyoJ8vxqPv999/v0kqtk0yCX+HZVkA4hAsxHUABFvkN0Dv3r2ruimlitf5/ejRo02S/elPf7JHHnnEJNlFF12U4Nbvnnj1/ZBDDjFJ9t5779nll19ukmzMmDGJbv5uiUffN23aZJKsdu3atmPHDjv44INNUon7CYJ4xTVefvllk2THHXec5efnW7169UyS/fbbb5XVlXKLV98vu+wyk2QPPvigLV682CRZixYtKqsbFRKvvrdr184k2dy5cyur6YF05513miS74YYbqropJYpXXOPhhx82SXbxxRebmdlpp51mkuzZZ59NXON3U7z6fuKJJ5okmzJlipmZdezY0SQVO26CJB59j75Ws27dOtuyZYs55ywtLc1ycnIS3oeKikffP/74Y5NkBx10UMLbW1XiGdOp8iAGC4EfAMEwbdq0ahH8iddJUatWrUyS/fDDD/boo4+aJBs2bFhldaNC4tH377//3iRZu3btzMyqRfAnXq/5gw8+aJLsiiuuMDPzgz8ffvhhpfSjIuJ1UnTssceaJHv55ZerTfAnHn3PycmxtLQ0c87Z5s2bCwV/Yr1HgiIefX/vvfdMkvXv3z/h7Q26osGfZcuW+QH/ZcuW2TnnnGNNmza1OnXqWGZmpr355puFtt+4caPdd999dtRRR9nee+9taWlp1qxZMzv55JPtyy+/jPmckuyII46w33//3S677DJr0aKF1a5d2/bff3976qmniq2fkZFhf/nLXwrdt9dee9kf/vAH//+LFi2yjIwMe+CBB0rsa7du3UySffXVV2ZmduqppxYK/iRr33/99VeTZI0aNfKP7UjwZ/bs2Und96eeesok2VlnnWVmFjP4k6x9HzJkiEmyJ598MubjyYCEnuRdiOsAiLfqcgEoXuf30YO0vvzyS5NkBxxwQGV1o0Li0feig7Qee+wxk2Tnn39+ZXal3OLR98ggrQMPPNDMzEaMGGGS7J577qm0fpRXvGI6N998sz9Iy8zs0EMPNUn2zjvvJK7xuylefY8M0po6daqFQiFr1KiRSbJff/01oe3fHfHoO4O0dnrjjTdMkv83TdbzWzOzoUOHmiQ/ofHuu+82SXbdddclfd+jB2mZmZ199tkmySZOnJjUfZ8zZ45Jsg4dOvj3denSxSTZt99+m9R9jwzSuvLKK2M+ngxI6KnhC4EfAImwefPmahH8icdJ0apVq0ySNWjQwAoKCvzgT/fu3RPe/t0Rj75PmjTJJNkZZ5xhZuYHf84777zENn43xCsIcO6555oke/zxx81sZ/Dn3nvvNbPk/XEcCoWsadOmJsmWL19uZmaHHXZYoeBPsvZ9xowZJsn2228//28RCf788ssvSd33f/zjHybJrr322piP1yQlBX+OPPJI23PPPe3ggw+2kSNH2tChQ61OnTqWkpJiH3/8sb/9l19+aWlpaTZo0CC7/PLL7S9/+Yude+65Vq9ePatVq1bMIKok69mzp+277752wAEH2NVXX22XXnqpNW7c2CTZpEmTCq2/33772dFHH+3/f/ny5YU+50KhkB122GF28MEHW0FBQcx+bt261VJSUiw1NdWys7PNrOTgT7L1PfIaDxw40L+vpOBPsvX9qquuKnYho6TgT7L1vVOnTibJvvvuu5iPJwMSepJ3Ia4DIBGK/gYIonid30cP0srOzrbU1FRLSUmxbdu2JbT9uyMefY8M0mrfvr2ZFT/nDap49P2BBx4oNEhr4sSJhRLbk/Xc3qzwIC0zs5EjR5oku/vuu5O675FBWpJs06ZNZmY2cOBAk2Svv/56Uvc9MkhrwIABMR+vSYoO4EnW81uznYO0Iu/Fd9991yTZoYceambJe24fa5DWvffea5JsxIgRSd33p59+utB3mZnZ+eefb5JswoQJSd33c845xyTZE088EfPxZEBCTw1fCPwASJSakv371ltv+T+CzCxm8CdZ+37NNdeYJPvHP/5hZsWDP8nabzOzfffd1yRZVlaWme0M/px99tmF+p5sP46XL19ukqxp06b+SVFJwZ9k63ushLWjjjoqZvAn2fp++umnmyR75plnYj5ek0QHBvLz8/3XXJKNHj260LqRYMkJJ5zg37dx40b7/fffi+13xYoV1rJlS+vSpUuxxyL7v+SSSwqNpps3b56lpqZa165dC63/0EMPmSQ7/vjj7U9/+pO1a9fOUlNTbebMmWbmlV2uXbt2qVNnffbZZybJevTo4d/3zjvvmLSzfG2y9j0yYvXGG2/077vvvvtMkl1wwQVJ2/dQKGT777+/SYWnGohMvXbnnXcmbd8XLlxokjdiNTc3N+Y6yYCEnuRdiOsASISSLgAl2/l9ZJBWw4YN/fOh7t27myT74osvkrrvRQdpFa1Km8x9LzpIa9asWSbtrGqQrOf2sQZpTZ482STZaaedltR9j5WwduONN5oku+OOO5K673//+99NYpBWRMuWLf0kzmQ8vzXzKu0VHaT1+++/++e92dnZSdv3l156yaTCg7Q++ugjk2Rdu3YtlMiVbH2PVGWKHqQVmXrtpJNOMrPkjOls377d/26bM2dOiX+f6o6Enhq+EPgBkCiR4M/48ePNLHlPiu666y6TvLnWI0oK/iRb36PnWjcrHPzZtGlT0va76FzrZmazZ882yRvZlswnBi+++KJJ3lzrEZHgT6Q/ydr3yEXtBx980L8vEvyJBEWSse87duywPffc0ySV+vepSSKVPN58803/NW/Xrl3M0tVt27a1pk2blmm/kSTJn376qdD9kYBLZBRhtMMPP9wk+QF3M7OCggK7//77rVOnTlavXj078MAD7d133zUz7z1av359PwFv3Lhx1q5dO0tJSbEuXbrYa6+9ZmY7q45dc801/n43b95s9evX90+Qk7Hvubm5/gjtjz76yN/vkiVLzDlnderUsbVr1yZl36dPn26SbK+99vK/28x2zkPeqlUry83NTcq+X3fddSbJLrvssjK1u7oioSd5F+I6ABJhzJgxJskuvfRSM0veuEbRQVpmZsOGDTNJ9sgjjyR134sO0jLbOSXRtGnTkrrvRQdp5ebmWnp6ukmy33//PSnP7c28akaSrFmzZv4grfnz55vkTSeezINWIhe1owdp/fe//zVpZ+WaZO37oEGDTNo5fXZNF6nkMXr06KQ8vzXbOfD0kEMOKfR8Bx54oP+5mqx9P+GEE0yS3Xffff5+d+zYYc2bNzdJNn369KTs+9q1a/3vsSVLlvj7XbNmjdWuXducc7Zs2bKk7Puzzz5rkqx3794xp1ZNFiT01PCFwA+ARIkEf5J5NLuZ2THHHGOSN9d6xB//+EeTZHfddVfS9n3dunVWp04dP9gR0a9fP5Nkzz33XFL222xnAkv0SVFeXp6f9PD5558n5Y9jM7PBgwcXC/itXr3a0tLSLCUlxX7++eek7PuGDRusbt26JskWLFjg7zcywqtx48a2bdu2pOz7Cy+8YJLsgAMOSOqTovKIzMt8wgkn+K/54MGDY647YMAAS0lJKXTfZ599ZmeddZa1bt3aateu7X+ORZZIMmhEJMAdSyR59ueffy5T248++mjr3bu35eXl2auvvmqSbPjw4fbhhx/amWeeaampqfbFF1/4iTvff/99oe0jiT4jRoxIyr5HSu936dKl2Ps9EhS6//77k7Lvxx9/vEmyW2+9tdC2oVDIr7r44osvJmXfI+/3ZJ5uy4yEnmReiOsASIRp06aZlPyj2W+66SaTCg/SGjt2rEmyU045xcySM6YTCoWsa9euJsnef/99//7IFKyjRo1K2r7PmzfPJFm9evUKJbIfffTRJskefvjhpDy3NzP761//atLOqkyR/Xbs2NGk5B20EgqFrEePHn68MqImDFr54YcfTJJlZGTY+vXry9T2ZBc9aGXRokVJd347a9YsPzmzaELkU089ZZKsb9++SXlu/9ZbbxUajBXttttuM0k2ZMiQpOz79ddf7383lvR8N910U1L2PTK4/sknnyzTPqsrEnpq+ELgB0CiRH4Qp6en2/r165PypGjp0qXmnLPatWsXClh88MEHJslat25teXl5Sdn3Bx980KTClVrMzB5//HGTZP3790/KfpvtrExUdE7WSCDw/PPPT8ofx++++66lpKRYWlqarVq1qtD2Q4YMMUl22223JWXf//znP5tUuFxrRN++ff2ThmTseyQIMG7cuDLtsyZYu3at1alTx5xzNnXqVJO8EvSxHHHEESbJ//8rr7xiKSkpVrduXRs8eLBdf/31dvvtt9udd97pr/vJJ58U2ofklaCPJVI5atmyZbts9+OPP261atXykxb69+9vnTp18hNXtm7dag0bNvTf04cffnixfXz//fcmyerXr+//O5n63qJFCz+IX9Sbb75pkleG/8cff0yqvjdo0MCcc5aSklLse9Zs52jWo446yv+cS5a+R0awFR25mIxI6EnehbgOgETIyclJ+kErubm5/u+/6N8jq1atSvpBK5HzmBYtWhSacjQrK8uk5B60cvXVV5sku/LKKws9V2Sali5duviVbJLp3D4rK8v23ntvkwpPsWuW/INWnnnmGZNke+65p+Xk5BTaPjJoZfjw4UnZ98g+L7nkkjLtsyaIHrQybty4pDq/bdiwoT8YaY899vCn24rYtm2bNWnSxCTZ66+/nnR9j0wjHqtPP//8sx/X/uabb5Ku75HkxDfeeKPYPj7//HOTvOpskSnHk6Xv9erVM0nWqFEj27Zt2y73WZ2R0FPDFwI/ABIpUr1mzJgxSXlSdPHFF5sku/DCCwttW1BQ4JfvffXVV5Oy723atPF//EeL/IiUZP/3f/+XdP2eMmWK/yNx69athbZftmyZn+D17bffJtWP44YNG/rZ7kOGDCm2j8hULc2bN/dH/yRT3yPv6ZdeeqnYPiKBod69e/tBv2Tpe+RksH79+oUCqNj5t7788svL9Zp369bN0tPTbf78+cXWjewrEa/5L7/8Yo0aNbLbbrvNv69JkyZ21llnFVrvoIMO8hMcpkyZEnNfkaD63/72t6Tqe+Qzrm7durZx48Zi+8nPz7d27dqZ5I1yS6a+RwL7p556asz9bNy40a9SFklaToa+h0Ihv1+TJ08udX/JgISe5F2I6wBIlGQftBJJYth///2LVWdM9kErxx57rEmyO+64o9j2Bx98sEmyiRMnJmXfI7//Zs+eXWjb6Ol3n3/++aQ6t2/YsKHfjn333bfYVGTJPmhln332MUl28803F9tH9KCVOXPmJF3f09LSTNo5vRw8kUErkUGbyXB+a+bFdPbYYw+TZDfeeGPMfUUquZx11llJ1ffMzExLTU01Sfb111/H3Nepp55qkleVL5n6HrkO1bZt25jJt6FQyHr27GmS/Cp3ydL3Zs2amSQbOXJkqftLBvGM6dQSAABRrrrqKn3wwQcaP368Bg8eLElq3LhxzHVr1aqlUCjk///VV1/VmWeeqfT0dB1zzDHq2LGj6tWrp5SUFE2dOlXTpk3Tjh07iu2ntP1LUkFBwS7b/cQTT2jq1Kn69ttvVatWLd1///3q1KmTxo4dK+ec+vXrp/fff1//+c9/JEkjRowotH1KSoqGDx+uUaNGady4cXr88ceTqu9vv/22VqxYobZt2+rEE08stH29evU0bNgwPfzww3ruueeSqt/vv/++brvtNknSsGHDVK9evUL7aN++vU488US99dZbevHFF3f5nNFuv/121a5dWzNmzFDXrl0LPXbFFVdo2rRp5dpfWf3666+68cYbddNNN6lXr16SpAULFujoo4+Wc06S95ruu+++mjVrlqTi73dJOvTQQ3XAAQdo7ty5eu+998rVhqD3vWXLlvrhhx/UqlUrnXLKKcX2c/bZZ2vUqFH67rvv/L9RWQW973Xr1tXWrVs1dOhQNWjQICFtqa5GjBihZ555Rv/973/Ltd2SJUvUrVu3Yq93KBTSZ599Fs8mFnLFFVeodevWuv322wvdX/Qzdd26dcrJyVHz5s112mmnxdzXiBEjNH36dD377LPlakPQ+75y5UpJ0gUXXKBGjRoV209qaqquvPJK3XzzzXryySfL1YYg9z07O1u//fabpNif75LUqFEjXXDBBXr88cc1duzYcrUhyH1/5513lJ2drdTUVJ155pkJawsAANXVlVdeqXvvvVcvvviiRo4cKSm5zu8feOABSd5voMh5UMSIESM0ZcoUPfHEE7rwwguTqu/vvfeePvjgA6Wmpuqyyy4rto8RI0bo66+/1tixY3XUUUclVd/feustZWdn69BDD1WPHj0KbZ+WlqbLL79co0eP1uTJk3f5fNGCfm6/3377aebMmZKk4cOHKyUlpdB+mjZtqiFDhuiZZ57R888/X642BL3vHTp00OzZs+Wc0xVXXFFsPwcccIAOP/xwTZ8+Xa+99lq52hD0vu+xxx5avny5Dj74YPXp0ychbamuhg4dqptuuklffvllubYL8vmtJG3btk0bNmwo8f0ued/tY8aM0euvv16uNgS972vWrFFBQYEyMzN10EEHxdzXiBEj9Nprr/nXLMoqyH03Mz+edeWVVyo1NbXYfpxzGjFihK644go99thj5WpDkPu+bNkyrVu3TpLXd5QdCT0AgEJOPPFEtWnTRosXL9bnn39erm2DflLUrFkzLV26VL1799bBBx9cbD8XXXSRbrnlFn3wwQdaunRpudoQ9L7Xrl1b2dnZuuKKK2L+SBw+fLgefvhhvfrqq+V6/qD3u1OnTvruu+8keX2M5aqrrtJbb73lJ3uVVZB/HEveSVF+fr66d++uQw89tNh+IicGkSSH8gh631etWuWvn5aWVmw/6enpuuSSS3T//fcn1UX+3377TWvXrpVU8vu9JjvooIOUmZmprKyscm3Xvn17LV68WCtXrlSrVq0keSffd911l+bPn5+Ipmry5Ml699139cUXX6h27dr+/fvvv7+mT5+uTZs2qVGjRlq8eLH/fXXppZcWWjfaaaedplatWmnx4sXlakeQ+/7WW2/5QYCSklok6ZJLLtE///nPch+fQe77Nddco7y8PDVu3FiDBg0qcX833HCDnn322XIHuYPad8l7PSWpZ8+eSk9PT0hbAACoztq1a6eTTjpJb775pv73v/+Va9ugn9+3bdtWc+fOVb169fyEnWjJPGilYcOG2rJliwYPHqzWrVsX209k0MrMmTOTatBK3bp1/X+X9Jv/sssu09/+9rdyv+ZBPreXpE2bNmnLli3KyMjQsGHDYu4rWQetrFq1Smamk08+We3atYu5r8iglUmTJpWrDUHue35+vlavXi2p9HPcmip60Ep5BPX8tlGjRlq6dKkWLFggM9Pxxx+vjh07xtxf586ddfzxx+vdd98tVzuC3PeZM2fql19+kSRdffXVxZJ0IwYNGqQePXpozpw55WpHkPv+73//W1u3blVaWpof44jl/PPP1z//+U8tXLiwXO0Iat8bNGig8847T2amdu3aab/99ktIW5JVyq5XAQDUJLVq1fKzwStyUrT//vsH8qTIzPyL/LFGcklSkyZNdN5550lShS7yB7XvCxcu1MaNGyWpxB+JXbp00cCBA5WTk1Ou5w9yvyXpl19+kZlp0KBBJf5IPPbYY9WxY0f9+uuv5WpD9I/jiMr6cfzUU0+VesFz3rx5WrFihSQvsaOkk6ILLrhAjRs33q0Eh4ig9P2pp57S5s2blZKSoksvvbTE/Y0YMULp6el6++23y9WOIPf9oosuUigUUqtWrXTAAQckpC3VmXPOH9ErSevXry/TdqNGjdKWLVvUu3dvjRgxQtddd50OOugg3X///Tr55JPj3s41a9Zo5MiRGjVqlPr27VvosT//+c/auHGjBgwYoOuvv95PTt1zzz31pz/9qcR91q5du1CVli1btpSpLUHt+3XXXafTTz9dkjRkyBD17NmzxH3uueeeeuihh/z/b9++vUxtCWrfhwwZoqeeekqSNGHChGIjdaN17txZd999t///3NzcMrUlqH0fMGCAH+Au7+80AABqksiF4IoMWgny+X3kHOzCCy9Uw4YNi+0nMmhFSq6YztatW7VmzRpJJV/kjwxakaR///vf5WpDkPv++uuva/v27apVq5b/+7+oVq1a6bTTTitUdagsgnxu/+OPP/qDMc4777wSqyEddNBB6tu3r79dWQW579OmTfPf79dcc02J+zvttNPUoUOHcg/IDHLfb7nlFuXk5Khu3bo6++yzE9KW6u7222/3q1H/+OOPZdomqOe3119/vfr37y8zU2pqqu65555S9/vvf//bf/9EEmF2Jch9P/zwwyVJvXr1ipmkG5GSkqKnnnrKj31EPh92Jah9v+KKK/z43a233qq99tqrxH3Wq1dPEydO9P9f3eOYxxxzjL766itJKvfgYkhVPm84C3OtAwie1atXW0ZGhj9Xdlnn59xvv/2sQYMG9uuvv/r3hUIhu+OOO/x9xXt+zmeffdZSU1OLzbM6YMAAa9y4sW3cuNHMzP7+97+bJKtdu7Zt3bq1xP19//33VqtWraTpe35+vvXu3dskWadOnUrcl5nZtGnT/LaefPLJ1brfZmavv/6634bp06eX0nOz1157zV/3tNNOi7lO0b5PmDDBJNlee+1lw4cPt2uvvdYyMzMtIyPDTj755Lj3ffXq1bbHHnvYDTfcUOyxSF+7detmo0aNsgYNGviveU5OTql9f/rpp/2+F53Ttrr1fcSIEf7cy6NGjSq132ZmY8aM8ft+7rnnVuu+n3jiiX5f3nnnnV32vSa78MILTZI1adLEcnNziz1e9DU3846Tnj17Wt26da1p06Z26qmn2pw5c+zOO++M+2t+xhlnWOfOnS07Ozvm44899ph16NDB0tLSzDlnkuytt97aZb/NzE455RSTZM2bN7eCgoJij1eXvqekpPj9KO07PSIUCtnhhx9ukqxNmzYWCoWqZd/32WefXX5eFxX9O6Bjx44x16kOfW/RooVJMuecPfLII6X2OZnEc751lmAtxHUAJFJBQYHtt99+SRPXMDN75ZVX/DZ8//33Je5v8+bN/u+GZOn7+eefb5Jsjz32iPk7NuLXX3+1Ro0aJU3f161bZ02bNjVJduCBB5a4LzOzRYsWWZ06dUySDRw4sEz9Duq5/ahRo6xZs2YmyerXr28rVqwote9ZWVn++dHxxx9frfs+cuRIS09PN0l27LHHltpvM7NPPvmk3HHMoPZ96NChfl8mTJiwy77XZPfdd58f41+5cmWxx6vD+W0kppOWlmaS7K677tplv83Mbr31VpNkGRkZtn79+mKPV5e+R669pKWl2aJFi3bZbzOzq666yiRZgwYNbNu2bcUery59j8TxevfuXep3erTo3wHVNY7Ztm1b/zPuz3/+8y77nCziGdOp8iAGC4EfAMH0r3/9y/+SHTJkSMx1qstJ0SWXXOL/WLr33nt32ffooMX5559frfseuYApyT777LNd9j3yvE2aNLEdO3ZU235fe+21/knReeedt8t+m5kNHjzY70t1vtAdOSlKSUmxGTNm7LLfoVDIjjzySJNkrVu3rrYXuqMv8u+7776Wn5+/y77n5+dbZmZmtb/Q3a5dO/84v/LKK0vtM8y2bNniJ0aMHj26qptTIfn5+da/f3+TZEOHDi3zdmvXrrXmzZubJHv44YcT2MLE+e677/zPuaLHWmlWrFhhDRs2NEk2efLkxDUwgUaNGmWS7IADDthlsma0hQsX+oHxsiZ/BcnGjRutdevWJsnuueeeqm5OpSKhJ3kX4joAEq0iA3aCen5/zTXX+Of3JSWpxNpWqv4Dds444wy/Ly+99NIu+z5p0iR//eo+YKdLly5+X2bNmrXLvt9+++1JcaE7LS3Nj2089dRTu+y3mdk111zjX+iONeChuvQ9MkCrYcOG9ttvv+2y32aFB+yUJY5pFsy+R+LWxxxzzC77XNOFQiE74YQT/O+3siZFBE0kQaVXr14xkzRiiY4FleX7MIjWrVvnJ96OGTOmzNvl5OTYAQccYJJs5MiRCWxh4jz33HP+Z9zPP/9c5u22bNli7du3N5Uj+StICgoKbODAgaX+NklWJPTU8IXAD4DKUFBQYAcddJBJsg4dOsRcp7qdFPXr169MP/J37NjhBw66dOkSc53q0Pc2bdr4wY/bb7+91D5HzJs3z9/mzjvvLPZ4deh3dGJHixYtylS9wazwhe5//etfZdomaLZt22adOnUySXbrrbeWebtffvnFH8n3zDPPJLCFifP222+bJKtTp44tWLCgzNv98MMP/oXuN954I4EtTJwzzzzTJNmgQYOqbSCjskVG8tWqVcuysrKqujnl9sADD5gka9WqVcxgdWleffVVk2R169a1uXPnJqiFibFlyxbr0aOHSbKrr7663NtPnDjRJFnjxo1t3rx5CWhh4rzxxhvmnLPU1NQyJWsWFXnPNG3a1ObPn5+AFibGjh07/GBt3759LS8vr6qbVKlI6EnehbgOgMowbNiwpLjQHTm/33vvvUtct6hTTz212g/Yia7OWNaBSqFQyI466ihTNR+wE4nNOOfKXK0kPz/fBgwYYJLswgsvLNM2QRMKhfwkqhNOOKHM5/c7duyw7t27myS79tprE9zKxFi6dKnVq1fPJNmLL75Y5u2iB+zEimNWB//85z9N8qrJbtq0qaqbUy2sWLHCj2NOmjSpqptTbh999JEfkypLwmK06DhmWRI9g6SgoMDOPvtsk2QDBgwo02DMaDNmzLDU1FRzztnrr7+eoFYmxvz5861JkyYmyZ588slybx95z6Smpla7+PVNN91kkqxZs2ZlTtZMFiT01PCFwA+AyrJ48WJ/6q3q9iMp4vHHH/cvYK1evbrM282cOdOvADB16tQEtjAx8vPz7ZBDDjFJNmzYsHJtO3XqVP+kYubMmQlqYeJkZWX5o3qmTZtWrm0jU29lZGTYwoULE9TCxImMyipv9QaznVNvNW7c2JYsWZKgFibGqlWrbO+99zZJdt9995V7+8jUW82bN7cff/wxAS1MnLFjx5rkleIuraQ5iouMhmrZsmW1et1feukl/6JGRautXHDBBX5C0NKlS+PcwsTYvn27DRo0yCSvolZZkzWjhUIh/+JOder7J5984k8h8Ne//rVC+8jPz7c//OEP/sWw6vB5kZ+f7wf7mjVrZj/88ENVN6nSkdCTvAtxHQCVYevWrdaxY0eTZHfccUdVN6dCvv76a0tJSbGUlBT74osvyrxddAWAhx56KHENTKDhw4eb5E3LUdbqDWaFB+xUxwvd0a9deQdbLVq0yI9jvvrqq4lpYAJFKiw1atRol1NtFRUdC3v33XcT1MLEyMnJscMOO8wk2dlnn13u7aMH7HzwwQcJaGHiTJs2zWrXrm2S7L333qvq5lQrTz31lEne1FsfffRRVTenzGbPnm2NGzferWorDz30kD+o8eOPP45zCxMjFArZdddd5w8wK+tUW0X97W9/q3Z9X7p0qbVq1cok2eDBgys8GDMy5VqdOnXKVbG6KkUSFmvVqmVvv/12VTen0pHQU8MXAj8AKlNk6q0WLVqU+2Syqs2fP98aNGhgkuyFF14o9/aRqbfatGlT7fp+4403+hftNmzYUO7tI4kh7dq1q1Z9X7FihT8na0VHJUXmpa1ufY8kpVS0ekP0SLD27dvbL7/8koBWxt+6dev8kqv9+/cv9+gOM++i8dFHH22SbJ999rFff/01AS2Nv+eff96vQPb0009XdXOqnezsbH90aocOHarF6/7ee+/50w3sznRhRfse9M+6HTt2+Ik4zZs3t8WLF1d4X9nZ2f50lB06dLDly5fHsaXx99lnn1n9+vVNkg0fPny3qnBt27bN7/s+++wT6ES23NxcP/GsYcOG1bKSVjyQ0JO8C3EdAJUlMvVWrVq1yjQNd5CsX7/er54ca3qmXYlM35Senl7t+v7CCy+YJEtLS7PZs2eXe/tIYkjdunXt888/T0ALEyP6POWwww6LWV1pVyIXuuvWrVuuJLCq9sEHH/iJHRMnTqzQPiIVlerVq2dffvllnFuYGHl5eXb66af753oVrd5www03VLu+z5gxw49bX3PNNVXdnGonFAr5A7Xq1atnX331VVU3aZcWLVrkVyA79dRTK1yBNhQK2YgRI/wBfkF/z4dCIf86S1pamr3//vu7ta9Iwmv9+vXt008/jWNL4++nn37yk6sPO+ww27ZtW4X3FQqF7Morr/T7HvSEpvvvv9+vtvf8889XdXOqBAk9NXwh8AOgMhUUFNiRRx5pkjf9VHUpi7ds2TK/YseZZ55ZoQtgO3bs8KvcVKe+R2c+V3RkytatW61fv34mybp27Wq///57nFsZf7/99psf7OvXr1+FqjeYmW3evNn69u1brV73yDQyUtnnWI8luu/7779/uapaVYWNGzfawQcfHJf36ebNm/1pBrt27Rr45I6XXnrJryJ2zz33VHVzqq1NmzbZgQce6Fd9CXLVkjfeeMOv0jJy5Mjdnl5t06ZNlpmZ6Sfx7U6STCJt27bNn3KpcePGFbqgUVT06966detyTdNXmd555x1/hPF5551XoQsaRW3atMn/nG/ZsqV9//33cWhpfG3fvt1OOeUUPzA7ffr0qm5SlSGhJ3kX4joAKtOoUaP8qh/lndqjqmzdutWPx+y///5lnmqrqMsvv9zv+3fffRffRibIW2+95Z/rPfDAAxXaRygU8qdci9dv6ETLzc21E0880a+mWdFzs4KCAn/ar8aNG1eL9/wXX3zhTzd1zTXXVPhcr6CgwIYOHer3PehVt/Pz8/327u7nU0FBgV144YUmedMMfvvtt3Fsafx999131qxZM5Nk55xzToUGp8F73aMHggT53PH777+3li1bmiQ7+uijy11ZvaiCggI777zz/PPmDz/8ME4tja9QKGR/+tOfTJKlpKTEZZqwgoICf0BuRkaGvfPOO3FoafwtWLDAWrdubZIsMzPTNm7cuNv7jP6sq1OnTiCn3wqFQnbzzTf71yoee+yxqm5SlSGhp4YvBH4AVLb169f7czH37t3b1q1bV9VNKtWKFSusU6dOccl8Xrdund/3Xr16BT65IzISKR6Zz9GVT7p3726rVq2KUyvjb9WqVf7r1L17d1u/fv1u7W/dunXWrVs3P7kjyNVqxo4d61dpiUcp8ejXvXPnzvbTTz/tfiMT4LfffrPevXvHtZrS2rVr/b536NAhsNUrnnrqKX/KpZtuuqmqm1PtrV27NnKCZXvvvbfNnTu3qptUzOTJk/3y6cOHD49LYoeZd7xHkuKaN28euBFtK1eutEMPPdQUnnIpnlVaNmzYUGjfQSr9W1BQYI8++qhfjemPf/xjhUfuxbJ582Y76qij/KDn008/vdsJYvHy/fff+4lmTZo0Cdx7srKR0JO8C3EdAJUpLy/PzjjjDJNke+21l82bN6+qm1Sqbdu22THHHGOSrG3btvbzzz9XeF/R1T/23HPPwCe2vPfee5aenm6S7MYbb9yt32jRfY/3b+l42759u1+Rs2nTprv9Hs3Ly7PTTjutWvym/Pjjj/2KnEOHDt3tc728vDz/b9moUaPAVqfasWOHnXXWWXGtJBX9ujdo0CCwU9J89tln/rR4f/jDH2zHjh1V3aRqLTc318455xy/IltFpyZPpK+++sr22GMPk2RHHXWUbdmyJS77zcvL85M7ateuHbgqKNu2bfOTS9PS0uy///1v3Padn59vl1xyib/vRx55JG6xsnh4++23bc899zRJNmDAgArNoFCSgoICv0pRamqq3X777YH5HFm9erX/OZyammqTJ0+u6iZVKRJ6avhC4AdAVVi1apWfJNOtW7fAVq9YvHixtWvXziRZnz594pL5vGrVKuvcubNfsSWIU5OEQiG/tK4kmzBhQlz2u3LlSr/qTadOnQJZvWLZsmV+6couXbrELfFo5cqVflJP+/bt7YcffojLfuMlFArZ3Xff7b/m8azSsmbNGuvVq5dJ3pRzFZnCK5EWLFhQ6H0Zzylz1q5d61fuaNGiRaDmMM/JybFbbrnFf83vuuuuwFyEr+42btzoT0WUnp5uY8aMCcQIufXr1/vBGUl28803x/0137Jliw0aNMgfLfWXv/zFtm/fHtfnKK9QKGTPPfecNWnSJKFVdKKr/0iyiy++OK5BlopYunSpXxlRkl1//fUJOc63b9/uX9iLBJKrMnk1Ly/P/v73v/vTDLRt2zaQ1YMqGwk9ybsQ1wFQ2XJycuzYY4/1EyaCWr1i48aNdthhh/nJR/E4D8/JybHjjjvOr1oS1GmYXnzxRT+h+/LLL4/Lb8CcnBz/925Qq1ds3rzZBg4cGPfKKjk5OYWqPu7OFC+J8uqrr/pVWM8999y4JfHn5OT4v/UzMjLiUhEjnn777Tf/mIz3+zI3N9fOPfdcv3rF+PHjAxM3CYVCNnHiRL8K6xlnnLHbVVrgyc/Pt8suu8w/v7366qvjljSzO3bs2GF33nmnX3XtlFNOiXu8paCgwJ96TJKdddZZgRiQ/Omnn/rXUxJVRSe6+o8kO/LII6t8cOaGDRvs4osv9tt03HHH7dZg85KEQiG7/fbb/efp3r17lSbuhkIhe+GFF6xp06YmeVOCvf7661XWnqAgoaeGLwR+AFSVX375xbp27epXrwhaueJPP/3Un4f24IMPjmsloVWrVlmPHj38BIcgzVG6YcMGv0RtSkqKTZo0Ka77/+233/zqFU2bNrUpU6YE4mQ4FArZlClT/B+Kffr0ifsJy9q1a/2pSerWrWsPP/xwILL9ly9fbkcffbRfjWn8+PFxf44NGzbYgAED/Iz62267rcoDDfn5+Xbffff5Aa8ePXokpHLUpk2b/OoVkuyyyy6zTZs2xf15ymPGjBl+9SDnnP3rX/+q0vYko+zsbL80uyTr379/lSbyvfHGG3455vT0dHv00UcT9lw5OTl24403+pWfunbtal9//XXCnq80K1eu9APvkuz4449PaKJJfn6+3X///f7nyt57710l1XoKCgps7Nixfqn9vfbay15++eWEPmcoFLJnnnnGGjdu7I/grYpqPdFVeSIXsKr6MzcoSOhJ3oW4DoCqkJ2d7U9p1KBBg8BdaFmyZIlfhXXvvfe2+fPnx23f0RVg6tata08++WQg4hpmXgLC3/72N/+3+KhRo+Iad9ixY4edffbZfgWHf/zjH3Gt/rg7vvzyS9tvv/38ATVz5syJ6/5zc3P9aVmcczZy5MiEXFgtr02bNvnTwUmyK6+8Mu6xpry8PPvjH//oP8d5551na9eujetzVMRLL73kV63Yc889E3IBOj8/369eIckGDRoU14FgFbFixQo7/vjj/TbFuwordg58jCTP7LPPPlVapem7776znj17+q/5tddea7m5uQl5rlAoZOPHj/fjCc2aNbP//e9/CXmuXdm2bZuNHDnSryZ/wAEHJDzR5OWXX7a99trLT+B89NFHqyR+//bbb9vee+/tJxTed999CR8sOG3aNOvQoUOVVutZvXq1XxFQ8qaUq+rP3KAgoaeGLwR+AFSl33//3b/oUqtWLRs9enSVl/Qr+kNx0KBBCcnCX79+vfXv39//cTJixIgqz/Yv+kMxURf/Nm7c6I/mi4wiWbNmTUKeqyyK/lA87rjj4lKNKZbNmzf7o3sk2eGHH25LlixJyHPtSigUsgkTJvjlmJs2bZrQC77Z2dnFTsKqqlrPggUL/KmBIsGPRL3mZl7w6x//+IdfLaJNmzZVUq0nJyfHbr31Vn+6pU6dOtmnn35a6e2oSYom0jz44IOVWq2naFWeAQMG2KJFiyrlub/44gs/oB6p1pPI4yxaXl6eTZo0ya/K07BhQ5s4cWKlXWhZsGCB9evXz/+7Dx06NK4XkUoSCoVs+vTphZIIhwwZYr///nvCnzvi119/9S/uRUa1vf766wl/38+bN8+uvvrqQp+zQRw5XZVI6EnehbgOgKqSm5trQ4YMKfSbZ3enrN5dBQUF9vDDD1vdunX9c55EVAfOy8vzp/6IJI5XdQXmOXPm+AOoJNlf//rXhPz+zc/Pt2uuucZ/ngMPPLBKpxrOzs62G264odCAgsWLFyfkuQoKCuz2228PzDn1+++/b23btvUTrO65556EnfOEQqFCx1bz5s3t1VdfTchz7cpvv/3mJ5ZFzjmWLl2asOcrOgiwfv36NmHChEpP5ItU5WnYsKFfheq5554LTEJhMpo1a5ZfdVySXXXVVZUavy9aladDhw42derUSnnuZcuW+RXPItV6Kut7LhQK2YcffuhX5UlNTbVbb7210gaH/v7774V+3xx55JE2ffr0SjnWFixYUGiAYL9+/RJSZbokW7dutWuvvdZ//v3339+efPLJhCewrly50v76178W+px97LHH+HyLQkJPDV8I/ACoalu2bClUyrFnz542a9asKmlLdPnGyvihmJuba3/961/9Msjt27evkmo9GzZsKDTSpjJ+KMZKJqnsaj2xTsgr64fiK6+84mf7V0W1nuiqPJLs9NNPt9WrV1fKc0+fPt2fci81NdVuueWWSpuWZuvWrXbPPfdUWfWMuXPn+lNwSbJhw4bZvHnzEv68eXl59sorrxSqyhOU0YQ1wfr16/3KZ5EAzP3335/QEY3z58+3a665xg/0VdXUX0WD6/Xq1bPLL788Yd/zkQBAJDk1cnHl559/TsjzlaZotR7Jm9/+xRdfjPtIus2bN9u4ceP8Y7yyqvKUpGi1Hsmb9uof//hHXBN4c3Nz7cUXXyw0rRhVeUpGQk/yLsR1AFSl/Px8e/DBBy09Pd0kWcuWLe3NN9+skrYsWbLEjjjiiEpLbC46tWtlJ5FH5Obm2t133+3Hltq1a2cffvhhwp/3vffeszZt2lRptZ7oqjyVOeXvt99+W6Xn10Wr8hx44IGVNsXskiVL/CmmJW96r8o638rLy7P//Oc/flWeevXq2dixYystnrZmzZpCUw0PHDjQpk6dmvBjPhQK2aefflpocOQpp5xiK1euTOjzwpObm2ujR4/2k2qaNm1qf/7znxM6HVOs2MbVV19tW7duTdhzxlJQUGDjxo3zq/WkpqbaaaedZh988EFC3vebN2+28ePHW/fu3f1+H3DAAVU2tWd0tZ5IW8aNG2ebN2+O6/NEYhvRg7MqqypPSaKr9UjeNKMjR46Ma/XxUChkU6dOtbPPPts/vkRVnhKR0FPDFwI/AILi448/tn322ccUrtZzxx13VNpF/jVr1th1111XqHJIZf5QnD17tl8KOlItpDJGN23dutWeeOKJSi/fGK1oYsnAgQPt1VdfTWgQKC8vz1599dVCowyq4ofi2rVrC1Xr6dChg913330Ju8gfCoXss88+s/POO88P9FXVtGdFK2HVrVvXLr300oRNvbdgwQK79tpr/eSGyHFWWZ8x0YpW64mM9Pjf//4X94v8sQIAVT2CsCZ74403rH379oVOzi+66KK4TUcVKwAQSSKprKo8Jfniiy+KtWvAgAH2n//8x7Kzs3dr3/n5+TEDAPvuu69NmjSpykfzLFq0yK644go/ABa50HXHHXfY119/XeELDps2bbJPPvnERowY4SfHRkbK3nbbbZValacka9eutQceeMA6duzoty8tLc3OOeccmzBhgn377bflSpwOhUL2448/2v/+9z+74YYb/OpXkWD+FVdcUWVJ4dUBCT3JuxDXARAECxcuLFSFeOjQofbTTz9VynNv3brVxowZ41cOqezE5lWrVtngwYP9vh977LGVcpE/Ly/PXnvttUJVea688sq4X2gszaZNm+yyyy4rdLHz8ccfT+hF5+jYRnRVnq+++iphzxlL0Qq4TZs2tRtvvDGhF/kXLlxo1113nTVq1KhKE6mKVsJKSUmxwYMH2/vvv5+Q5JpVq1bZ3/72N2vdunWhOEoiq/KUpOjgQEnWrVs3Gzt2bNwHFWzZsqVYcgNVearOrFmzrG/fvv5r4ZyzP/zhD/bWW2/FJZZeUnJDly5dKq0qT0mWLVtm55xzTrGYy0MPPbTbcexQKGTff/+9XXXVVdagQYNCg5T++te/VlpVnpL8/vvvdtttt1nz5s39ttWvX9+GDx9un3zySYWP++3bt9s333xjd955Z8zYRjwTZypq+/bt9swzzxSqch+5jjJmzBibNm1auX9zrFq1yt566y0bPXq07b///v4+U1NT7fTTT7cPP/yQz7cSkNBTwxcCPwCCpGi1noyMDLv00ktt5syZcX+uWMkNlV2+MVrRaj2S7IgjjrApU6bEfRqyBQsWFAoASJVfvjFa0Wo9kjdVxt133x3XqjGxAgBBKN/4yiuvWLt27WJe5I9Hu7Zs2WITJkywHj16+M+RkpJiQ4YMqbSqPCX59NNPbdCgQYVOCg455BCbPHnybpew3bZtm7300kuFErckWf/+/e2dd96JUw8qbuHChXbllVcWu8h/++2322effVahAGgoFLJffvnFXnvttWIBgM6dO9uYMWOoylPF8vPz7Y033ig0330kAD1s2DB75JFH7MsvvyxTksvvv/9u7777rv3973+3008/vVBwIajJDUUrB0WSeHv27Gl//OMfbezYsfbVV1+VmOSSn59v8+fPt8mTJ9t1111nhx56aKFjKMgBgI0bN9ojjzxiXbt2LfTa16pVy3r16mWXXHKJjRs3zj7//HObO3euLVmyxH7++WdbvHixzZkzxz7++GN74IEH7Nxzz7V999230D4k2WGHHWYvvPBClU9dGktBQYG9++67dsopp/gXXaITfPr06WOXXXaZjRkzxiZMmGDPPPOMTZ482Z544gl75JFH7C9/+YsdffTR/uj3osfOI488UmnTuVVnJPQk70JcB0BQFK3WE7nI/9577yXkIn/R5Aap8qcbjSharUfypqlIxO+UVatW2d133+1Xx5EqrypPSaKr9UhetaJrr702rnGmkmIblVWVpyQzZsywgw46qNBF/hNOOCFuF/nz8vLs5ZdfLhY7OeywwyqtKk9JlixZYkOGDCkUy4zEHna3MmdeXp5NnTq1WBJB586d7fHHH6/UKtexrFmzxm6//faYF/nff//9Cic5rF+/3j744AO7+uqrCyU37LnnnnbLLbfYqlWr4twTlEcoFLKvvvrKhg4dWqgab+vWre3ss8+2e++91z788MMyTT+5ZcsWmz59uj300EN2wQUXFBoIk5KSYqeddlrgYhsrV64sFluPHJdDhgyx+++/3z7++OMSv/dCoZAtX77cXn75ZbvlllvsuOOOs2bNmlWL2MaOHTtsypQphSqURff/3HPPtQceeMA+/vhjmzNnji1evNh+/vlnW7Jkic2dO9c+//xzGzdunF1yySXWq1evQp9rkcSthx9+OLCxjRkzZtgll1xiGRkZhdrtnLP99tvPzj//fLv33ntt/Pjx9vTTT9tzzz1nEydOtLFjx9ro0aPtlFNOKTTgNLK0aNHC7rjjjiqftrQ6iGdMx5kXSEA14pzL6tOnT5+srKyqbgoA+KZNm6a7775bH374oX9fv379NGLECJ100klq0qRJhfe9du1avfzyyxo3bpzmzJkjSUpJSdFJJ52kO+64Q5mZmbvd/t2xcOFCPfLII3r22We1detWSVLz5s11ySWXaNCgQerTp48aN25crn0WFBTohx9+0DfffKPJkyfr448/9h875JBDNGLECJ177rlKTU2NZ1fKbcOGDZo0aZLGjx+vxYsXS5LS0tJ00kknacCAAcrMzFSfPn3UsGHDMu1v8+bNmjlzprKysvT555/rzTffVH5+viSpc+fOGjFihC666KLdej/FS0FBgd555x2NGzdO7777buTijDp37qy+ffsqMzNTmZmZ6t27txo0aFDifsxMy5YtU1ZWlmbMmKGsrCx9/fXX/ntpzz331GWXXabLL79c7dq1q5S+lcXChQs1fvx4TZo0SZs3b5YkOee03377KTMzUwceeKDf//r16xfbPjs7W7Nnz1ZWVpa/zJ8/XwUFBZKkunXr6oILLtDw4cPVq1evyuzaLm3evFmTJ0/WuHHjNH/+fP/+lJQUdenSxe//AQccoAYNGig9PV1paWnKyclRTk6O1qxZo5kzZ/qv95o1awrtY/DgwRoxYoQGDhyolJSUqugiSvDjjz9qwoQJeuqpp7R+/fpCj6Wmpmr//fdX27ZtlZ6ervT0dIVCIeXk5Cg7O1sLFy7UTz/9VGyfXbt21YgRI3ThhReqUaNGldWVctu6dateeOEFPf7445o5c6ZCoVChx1NSUtSgQQNlZGSoTp06ysvLU05OjrZu3arc3Nxi+2vfvr2GDh2qyy67TK1bt66sblSImWnq1Kl65pln9M0332jhwoWqyHl0WlqaevTooQEDBujSSy9V9+7dE9Da+Pvpp5/06quv+p9ZP/zwQ7n6v9dee/mfi4MGDdLhhx8u51wCW5w8MjMzNdPLkq/aH7uIO+I6AIJm0aJFGj16tF566SXl5eVJkjp16qThw4dryJAhatWqVYX3vXXrVr3//vsaN26cPvroI//+fv366aabbtLgwYN3u/27Y82aNRo/frwef/xxrVq1SpJUr149XXDBBTrppJOUmZmpli1blmufZqaffvpJWVlZeumll/Tyyy/7f9fOnTtr+PDhuvTSS0uNFVSGHTt26KWXXtLYsWP15Zdf+vcfeeSRGjhwoB/XaN68eZn2l5OTozlz5igrK0vffPONXnnlFT9eELTYhpnpm2++0bhx4/Tf//5XO3bskCS1bNlSBx98sB/TyMzM1J577lnqvlavXu3HNWbMmKGvv/5av/32myQvtnH++edr+PDh6t27d8L7VVarV6/WxIkTNWHCBP3yyy/+/W3btvX7HfkbNGvWrNj2+fn5mj9/vn+OkJWVpdmzZysnJ0eSd354yimn6KqrrgpcbCM3N1evvfaaxo0bp2nTphV6rH379oXieU2aNFFGRoZq166t3Nxc5eTkaMOGDZo1a5bf76VLlxbax6GHHqoRI0bo9NNPV506dSqza9iFtWvX6umnn9b48eO1bNmyYo937NhRnTt3VkZGhjIyMuSc0/bt25WTk6Nly5bFjAW0aNFCl19+eeBjG/n5+Xrrrbc0fvx4TZs2zf/Mi9awYcNC8azt27crOztb27dvL7Zu06ZNdfbZZ2v48OHVIrYxd+5cPfHEE/r888/1/fffx4xT7YpzTl26dFHfvn110UUX6cgjj6wWsY0NGzbo5Zdf1rfffqsZM2bo+++/93+TlEWDBg3Up08fZWZm6tBDD9VJJ52ktLS0BLY4ecQzpkNCTzVE4AdAkP3www+aMGGCnn76aW3atMm/v2PHjv4JUWZmpnr16qXGjRsXSkjJz8/X+vXr9d133xVKbvj555/9dYIWAIi2efNmPffccxo3bpzmzZtX6LFOnTr5fe/WrZvq1aunjIwM1apVS9u3b9f27du1cuVK/2Rw1qxZ2rZtm799UAMAEaFQSB999JHGjRunN954o9iF3n333VeZmZnq2LGjMjIylJ6eLskL9mzfvl0//vijsrKytGjRokLbVZfkhh9//FGPPfaYJk6cWOwiv3NO++67r1q1auX3PT8/Xzk5Odq2bZvmz5+vDRs2FNtndQkAbNu2Tc8//7wmTpyorKwsPwErWlpamn+RPzc3V9u3b4954pSSkqIePXro4osv1kUXXRTo5AbJCwBOnz5d//nPf/Ttt99q7ty5Mfu/K40bN1afPn10+OGH65JLLgl0AACenJwc/7sqVkJaSerWravevXsXCo527dq1WgQAom3btk2zZ88uFLxdsGBBsc/+iOigcFmD4kG2detWP4A7Y8YMLViwQNnZ2crJyVFubq4fAGvQoIF69OhRKMmvdu3aVd383bZlyxa//0uXLvW/ywsKCvzvuWbNmvkBn7333rvavceDgoSe5EVcB0BQrVmzxr/Iv2LFCv/+li1bFvot16dPH+21116FLugUFBRo69atfkJH5LdSdDJwRkaGH9vo06dPpfevNHl5ef5F/qlTpxZ6rGXLlv7v9549e6pRo0b+Rf4dO3Zo+/btWrdunT9AKSsrq1BsIJLcMGLECA0aNCiQsY1Zs2Zp/Pjxeu6555SdnV3osb333lsHHnigunbtqnr16ik9PV2pqan+oJVff/1VWVlZMc+Jq0NsI3KRf8KECcWSMySpTZs26tChQ8x41uLFi7Vy5cpi2+y3334aMWKEhg4dWu5BfpUpcpF/woQJ+vTTT4u99pJUq1YtpaenKyMjQ/n5+X6CQywdO3bUueeeq8svv1xt2rRJdPN327x58/T000/ryy+/1KxZs2L2f1fS09PVq1cv9evXTxdffLF69OiRgJYinkKhkL7//vtCMZ3ohLSS1KpVS927dy+U9NazZ89ql9yQl5enefPmFbr+MmfOnJhJPpKXvBMdx8rMzFTbtm2r7Xl+bm6u5s6dW+i137Jli/+dVrt2baWnp6tu3brq2rVroSS/WINWq5sdO3b4/Y8Vz8rIyFDDhg3Vs2dPZWZmqlOnToH83VIdkNBTwxH4AVAdbNu2TVOmTNHTTz+trKysEn8Q16pVyx/lUNKF8Lp166pfv3665JJLdMYZZwQ2ABBhZvr00081ZcoUzZgxo9QfxKWJXAA96qijdOGFFwY6ABBtxYoVeu+99wqdEJQ167127dqFLn4ed9xx1SIAEJGbm+ufEEb6X5as9+bNmxe72F0dkzpycnKKnRDPnTs3Zv8j1Uyi+9yzZ0/VrVu3CloeH9GjESNVLCJBvry8PP+kqFGjRurVq5ff7w4dOlTbk2DslJ2drTlz5mjt2rV+omZqaqr/urdv31777bdflVdWS5Tc3Fxt27atWAAkIyOjWh/XQFUioSd5EdcBEHT5+fl6++239fjjj+uzzz4rNGArWmpqql+dsaTz3kiVwgsvvFAXXXRRtYhtzJ8/X88884y+/vprzZw5U1u2bCn3Ppo1a6bMzEz1799fw4YNU9u2bRPQ0vjbtGmT/u///s+Pa3z33Xdl7n901drMzEwNHDiwWlRuiAiFQvrhhx8KxTRmzpxZaMBdLJHqBdEXuzt37lztzvMLCgq0cOFCv99ZWVn67rvvSux/0cGbffr0CURF7YrKz8/3+x+JZ23dulU5OTnasWOH6tSpo/T0dNWrV0/dunUrNEinVq1aVd187Ka8vDwtWLBAK1as8GN5ZuYn8rVo0ULdu3cP/HWJisrPz9e2bdv8hL1IPCs9PV3169evdp9nQBCQ0FPDEfgBUN1EfhBHj+SfN2+etm3bVqhMZWS6juhM98zMzGp/AbRo1vuPP/7onxjk5+f7JwZ77LGHX7mhulcviJabm+v3f+XKlf6Fbkl+CdNWrVr51YuSoXpBtB07dmj+/Plav369/7rXqlXLf907duyY1NULzMyvyrNjxw7Vrl3br9aTrH0GACAeSOhJXsR1AFQnoVBIS5cuLTRwZfbs2dq0aVOhCpXOOWVkZBSbhrm6XwANhUJasmRJocqckUT23Nxc1alTRxkZGapfv74/QKm6Vy+IFgqFtHjxYr86YySmU1BQ4CfwN23aVH369FGvXr1Ur169qm5yXBUUFGjRokVavXq1H9Nxzvl9b9WqVVJXLzAzvyrP9u3blZaW5l/kT9Y+AwAQDyT01HAEfgAkCzNTXl6eHwCpVatWUgQ7AAAAgN1FQk/yIq4DIFlEppNOS0tT7dq1iekAAAAAim9MhzpwAIAq45xT7dq1k64iCwAAAAAAQLKrVauW6tevX9XNAAAAAJIWNfEAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAgQEnoAAAAAAAAAAAAAAACAACGhBwAAAAAAAAAAAAAAAAiQGpXQ45xLc85d55x72jk3yzmX65wz59ylpWwzLLxOScuVJWyX4Zy7yzn3g3Muxzn3m3Puf865ronrIQAAAAAAQPIhpgMAAAAAAGqaWlXdgEpWT9K/wv9eI2m1pDZl3PZ1SbNi3D+j6B3OuTqSPpA0IPz4v8PPc5akE51zA83s6/I0HAAAAAAAoAYjpgMAAAAAAGqUmpbQky3pD5Jmmdkq59xoSXeWcdvXzGxSGde9Xl7g5yVJ55hZSJKcc/+V9Jqkp5xz3SP3AwAAAAAAoFTEdAAAAAAAQI1So6bcMrNcM3vHzFYl6jmcc05SpGTzn6MDPGb2uqRPJe0v6YhEtQEAAAAAACCZENMBAAAAAAA1TY1K6NlNvZxzI51zNznnLnTOtS5hvY6S2kpaZGbLYjz+Tvh2YEJaCQAAAAAAgGjEdAAAAAAAQLVT06bc2h3XFfl/gXPuSUkjzSwn6v79wreLStjP4vDtvrt6QudcVgkPddnVtgAAAAAAAJBUBTEdibgOAAAAAADYPVTo2bVlkq6RF9SpJ6mVpLMlLZd0haSniqzfKHy7qYT9Re5vHM9GAgAAAAAAoBBiOgAAAAAAoNqqdhV6nHPLJbUrxyb/MbMLKvp8ZjZN0rSou7Ilveic+0rSbEnnOufuNbPZZdyli+y6DM+dGXMH3givPmV8PgAAAAAAgCpXk2I64ecnrgMAAAAAACqs2iX0SPpRUs4u19ppZSIaYWYrnHNvSzpf0uHyAkHSztFajWJuKDUssh4AAAAAAEBNQEwHAAAAAACgjKpdQo+ZDarqNkT5PXxbL+q+H8K3Jc2n3jl8W9J87AAAAAAAAEmHmA4AAAAAAEDZpVR1A6q5g8O3S6Pu+1HSz5L2dc7tE2ObE8K3HyeyYQAAAAAAACgRMR0AAAAAABBoJPTsgnPusBj3OefczZIOkbRW0ruRx8zMJE0I//c+51xK1HaDJR0mab4Kz+EOAAAAAACAOCKmAwAAAAAAqrNqN+XW7nLO3SSpS/i/vcK3FzvnDg3/+zMzezJqk+nOuUWSvpX0q7x51AdIOkBStqTzzWxzkacZI+kkSWdK+to595GktpLOCm/zRzMLxbVjAAAAAAAASYyYDgAAAAAAqElqXEKPpOMlHVHkvv7hJSI6+POApL6SBkraQ1JIXvnlsZLGmFl0aWZJkpntcM4dLekmSedJGiVps6TXJN1pZvPj0hMAAAAAAICag5gOAAAAAACoMWpcQo+ZHVnO9W+s4PNsl3RneAEAAAAAAMBuIKYDAAAAAABqkpRdrwIAAAAAAAAAAAAAAACgspDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAABAgJDQAwAAAAAAAAAAAAAAAASIM7OqbgPKyTm3LiMjY4+uXbtWdVMAAAAAAEACLFiwQNu3b19vZk2rui2IL+I6AAAAAAAkr3jGdEjoqYacc8skNZS0vIqbgvjoEr5dWKWtAJIPxxaQGBxbQGJwbAGJUZ2PrfaSNpvZPlXdEMQXcZ2kUp0/Y4Ag49gCEoNjC0gMji0gMarzsdVecYrpkNADVDHnXJYkmVlmVbcFSCYcW0BicGwBicGxBSQGxxaAROIzBkgMji0gMTi2gMTg2AISg2PLk1LVDQAAAAAAAAAAAAAAAACwEwk9AAAAAAAAAAAAAAAAQICQ0AMAAAAAAAAAAAAAAAAECAk9AAAAAAAAAAAAAAAAQICQ0AMAAAAAAAAAAAAAAAAEiDOzqm4DAAAAAAAAAAAAAAAAgDAq9AAAAAAAAAAAAAAAAAABQkIPAAAAAAAAAAAAAAAAECAk9AAAAAAAAAAAAAAAAAABQkIPAAAAAAAAAAAAAAAAECAk9AAAAAAAAAAAAAAAAAABQkIPAAAAAAAAAAAAAAAAECAk9AAAAAAAAAAAAAAAAAABQkIPkEDOuTTn3HXOuaedc7Occ7nOOXPOXVrKNsPC65S0XFnCdhnOubuccz8453Kcc7855/7nnOuauB4CVaMix1bUthc5575xzm11zm1yzk11zp1UyvocW6jxnHPtd/HdNKWUbct1zAE1jXOutXPuKefcSufcDufccufcv5xzTaq6bUCQhY+Vkr6XVpewTX/n3NvOufXOuWzn3Bzn3EjnXGpltx9A8BHTARKDmA5QuYjpAIlDTAeoOOI6ZVerqhsAJLl6kv4V/vcaSasltSnjtq9LmhXj/hlF73DO1ZH0gaQB4cf/HX6esySd6JwbaGZfl6fhQMBV6Nhyzj0g6U+SfpH0hKTakoZIetM5d42ZPVpkfY4toLDZkl6Lcf/cWCuX95gDahrnXEdJX0jaS95vv4WS+kq6TtLxzrkBZrauCpsIBN0m7fxNGG1r0Tucc4MlvSwpR9J/Ja2XdLKkh+T91jsrYa0EUF0R0wESg5gOUDWI6QBxREwHiAviOmXgzKyq2wAkLedcbUmDJM0ys1XOudGS7pR0mZk9WcI2wyQ9LeliM5tUxue5WdI/JL0k6RwzC4XvHyzvR/p8Sd0j9wPVXQWPrf6SPpf0o6SDzGxD+P72krLkBZS6mNnyqG04tgD5x8kySc+Y2bAyblPuYw6oaZxz70k6VtK1ZvZI1P1jJI2S9JiZxRzJD9R0zrnlkmRm7cuwbkNJSyQ1kjTAzGaE70+X9LGkQySda2Yljk4GUPMQ0wESg5gOULmI6QCJQUwH2D3EdcqOKbeABDKzXDN7x8xWJeo5nHNOUuRHwZ+jT0LN7HVJn0raX9IRiWoDUNkqeGxFjpO/R05Cw/taLmmspDqSLo7cz7EF7LZyHXNATeOc6yAv8LNc3jER7U5J2yRd6JyrV8lNA5LRmZL2lDQlEvSRJDPLkXRb+L/Dq6JhAIKLmA6QGMR0gGqBmA5QCmI6QKWr0XEdEnqA4OoVnvfvJufchc651iWs11FSW0mLzGxZjMffCd8OTEgrgeojcgy8G+OxWMcJxxZQXCvn3BXOuVvCtz1KWbe8xxxQ00Te/+8XHRVsZlvkjYasK6lfZTcMqEbqOOcuCH8vXeecO6qEedNL+06aLilbUv/w1BwAEA/EdID4IqYD7D5iOkD8ENMB4oO4ThnUquoGACjRdUX+X+Cce1LSyHDGYcR+4dtFJexncfh233g2DqhOwpnwe0vaWsIIsFjHCccWUNwx4cXnnJsq6SIz+znqvoocc0BNU5bvmWPlHScfVUqLgOqnhaTJRe5b5py72MymRd1X4vFmZvnOuWWSuknqIGlBQloKoKYhpgPECTEdIG6I6QDxQ0wHiA/iOmVAhR4geJZJukbeh1M9Sa0knS2vdN8Vkp4qsn6j8O2mEvYXub9xPBsJVDMVOU44toCdsiX9TVKmpCbh5QhJn0g6UtJHRUrIcvwAu8ZxAuyepyUNkhf8qSepu6THJLWX9I5zrmfUuhxvACoLMR0g/ojpALuHmA4QfxwnwO4jrlNGJPQAu+CcW+6cs3Isz+3O85nZNDN71MwWmVm2ma0ysxclHSVpg6Rzi3yI7bILkV3vTruAeKvsY6uMynOccGyhWtmdY87MfjOzO8xsppltDC/T5Y00+VpSJ0mXVqBZHD9AyfieAUphZneZ2cdmtiZ83jTXzK6UNEZShqTR5dgdxxuQpIjpAIlBTAeoXMR0gGqH7xlgF4jrlB1TbgG79qOknF2utdPKRDTCzFY4596WdL6kwyXNDj8UyTpsFHNDqWGR9YCgqMxja1fHSazsXo4tJJu4H3PhcpZPSjpY3nfTv8MPVeSYA2oavmeAxJgg6U/yvpciON6AmouYDpAYxHSAykVMBwgWvmeAxCGuUwQJPcAumNmgqm5DlN/Dt9ElMH8I35Y0Z23n8G1Jc3kCVaIyjy0z2+ac+1XS3s65ljHmf451nHBsIakk8Jgr9t1UwWMOqGn4ngES47fwbdFzpgPlHW9Z0Ss752pJ2kdSvqSlldFAAJWHmA6QGMR0gMpFTAcIHL5ngMQhrlMEU24B1cvB4dvoD6QfJf0saV/n3D4xtjkhfPtxIhsGVAORY+D4GI/FOk44toCy6Re+LfpjubzHHFDTfBK+PdY5V+i8zDnXQNIASdslfVXZDQOquUPCt9HfS6V9Jx0uqa6kL8xsRyIbBqDGI6YDVBwxHSAxiOkAFUNMB0gc4jpFkNADBIxz7rAY9znn3M3yPsTWSno38piZmbzyY5J0X/SPB+fcYEmHSZovaVoi2w1UA5Hj5FbnXJPInc659pKukrRD0tOR+zm2gJ2ccwc752rHuH+gpFHh/z5X5OFyHXNATWNmP0p6X1J7ecdEtLvkjUJ51sy2VXLTgMBzznVzzu0R4/52kh4N/zf6e+kleedRQ5xzB0atny7p7vB/xyeouQBqEGI6QMIQ0wEqiJgOEH/EdIDdQ1ynfJz32xZAojjnbpLUJfzfXpJ6SvpC0uLwfZ+Z2ZNR65u8MnzfSvpV3nyAAyQdIClb0mlm9n6R56gjLzuxv6QZkj6S1FbSWZJyJQ00s68T0D2gypT32Apv86Ck6yX9Iu8HQG1J50hqKukaM3u0yPocW4Ak59xUSd0kTZV3/EhSD0kDw/++3czujrFduY45oKZxznWU9921l6TXJS2QN3r/KHm/B/ub2bqqayEQTM650ZJukjcqcpmkLZI6SjpRUrqkt+WdN+VGbXOqvO+iHElTJK2XdIqk/cL3n20ESAAUQUwHSAxiOkDlIaYDJAYxHaDiiOuUDwk9QIKFfzAfUcoqz5jZsKj175fUV94cm3tICskrEfuhpDFmFnP+P+dchrwPv/PknZxulvcj/U4zm7+7/QCCprzHVtR2F0m6WtL+8o6vmZLuN7O3Sngeji3UeM65SySdJu9CRDNJaZLWSPpS0qNm9mkp25brmANqGudcG0l/lVcytqmkVZJek3SXma2vwqYBgeWcO0LSlZJ6S2ohb/TjRkmzJE2WNDlWEMc5N0DSrfKqZKRLWiLpKUkPm1lBZbQdQPVCTAdIDGI6QOUhpgMkDjEdoGKI65QPCT0AAAAAAAAAAAAAAABAgKTsehUAAAAAAAAAAAAAAAAAlYWEHgAAAAAAAAAAAAAAACBASOgBAAAAAAAAAAAAAAAAAoSEHgAAAAAAAAAAAAAAACBASOgBAAAAAAAAAAAAAAAAAoSEHgAAAAAAAAAAAAAAACBASOgBAAAAAAAAAAAAAAAAAoSEHgAAAAAAAAAAAAAAACBASOgBAAAAAAAAAAAAAAAAAoSEHgAAAAAAAAAAAAAAACBASOgBAAAAAAAAAAAAAAAAAoSEHgAAAAAAAAAAAAAAACBASOgBAABApXDOmXNuajm3mRTern1iWlVxzrmjwm07q6rbUh045+o651Y75yZXdVsAAAAAAEDZEdOp2YjpAEDVIaEHAJD0nHO3hk/QzDm3X5z3PdU5Z/HcZ3XinGsf9bctbWlfSe1Z7pxbXs5tHgm38coSHn+/tKCFc+6P4ccnlr/F5Wpn5G89qQLbTo3xmmxxzmU5525xzmUkoMllbdvocHuOrKo2VIRzLkXSQ5JmS3qpiptTSEWOg8pgZtmS/inpfOdc36puDwAAAIDgI6aTOMR0iOnsLmI68UdMBwBQVK2qbgAAAInknHOSLpFkkpykyyTdUKWNSk6bJP2rlMc3Vk4zKuQjSVdLGiRpQvQDzrnakgbIe/8c4pzLMLPtRbYfGLWfoHtG0nJ5x0JrSadL+rukwc65Q80sL8HP31VSdjm3uVnSPZJ+jX9zdssQST0lnW9mNTYAXAGPSbpT0t2Sjq3itgAAAAAIMGI6lYaYDjGdsiCmA2I6AFAFSOgBACS7YyXtI2mSpBMkXeScu8XMcqu0Vclno5mNrupGVNBUSSFJRzrnXJET+X6S6kp6UdJZkg6V9EGR7Y8K336c4HbGwyQzmxr5j3PuNknfSeor6Tx5waGEMbOFFdhmlaRVCWjO7rpK0mZJr1Z1Q6oTM8txzv1X0hXOuc5mtriq2wQAAAAgsIjpVA5iOsR0domYDojpAEDVYMotAECyuyx8+4Sk/0hqJum0WCtGl4l1zp3pnPvGOZftnFvvnJvinNs7at324bLMR4T/H132dmqR/bZ2zj3qnFvqnNvhnFvnnHvDOXfQ7rQhaptI6d1a4VK7i8PPs8I5d294RFLRbU51zj3nnFvknNvmnNsaLtV7bbjsbMI45/Z1zt3jnJvhnPs93NafnHOPO+dax1jfOecucs59EV4/J9y395xz54TXOTL8erST1K7I6zGptPaY2UZJM+W9N3oUeTgyUusueQGigdEPOue6SGolaZ6ZrY66vzyveQPn3O3OubnOuc3hssk/Ouf+65zLDK8zWtKy8CYXFenfsNL6t4u+r5L0Svi/frlc51xL59zYcJnf3PDf/ZVIe4q0v3b4fTPTObch/H5d7px73Tl3dJF1Cx0fzishfGf4v59E9ytqnRLnW3fOne2cm+6c2+Sc2+6c+945d7Nzrk6MdZeHl7rOufudcz+HX5slzrm/OOdcWf9u4de9v6Q3Yozui36u+s65h8Lv1+3OuVnOuVPD60Qfrznh1/zqUp7zOOfc2865teF2/xjuR+Oodcp8HDjnuoT/tivC+1vjnHvexShhH/UadHDOXeOcmxPuz9Tw47s8RouYIm9E4R93+ccGAAAAUJMR0yGmM6m09hDTIabjiOkQ0wGAJEeFHgBA0nLONZd0iqRFZvaFc26zpOslXS7pv6VsOiK83RuSpkk6WNI5kno653qZ2Q555YbvkjRM3onWXVHbL49qQx9J70vaQ9J78k60m0k6VdJnzrnTzOztCrahqOclHSbpHXmjTP4g6c+S9pJ0cZF175EXzPhaXtnbRvICG/+WdJCkC0v86+y+0yVdKekTSV9IypXUTdKlkk52zh1oZtGleP8ur0TvMkn/k1cKumW4nWfJey2Xy3sNRoa3+VfU9rPK0KaPJR0or0Tz7Kj7B8l7/8xzzn0X/r+KPC5FlWYuz2seDji8Ky+Q8KWkJyXlS2oj6UhJn0rKkjfirLGk68Lte62c/StNJOhh4TbtI+kzeUGtjyW9EG7PWZJOdM6dYWZvRW0/SdK5kuZKelbS9vC2h0o6XtKHpTz3v+T9XY7QztLRZWu0c/+Q975YK++9v1XeiM1/SDrOOXdMjHLTafJem1byjpP88PPfIyldhY/j0kSCWp+Vsk6avJF/e0h6XVJteX+nl51zx8o7xg8Ot2OHvL/vI865382s0OeTc+6OcNvWS3pL0m/yApU3SPqDc+4QM9usMh4Hzrnj5b0v0yS9KWmJdpbrPtE5d5SZzYzRp3/L+4z5P0lvSyoI31+WYzTaN5LyJB0T3g4AAAAACiGmQ0wnbFYZ2kRMh5gOMR1iOgCQvMyMhYWFhYUlKRdJN8k7ob056r4seUGPTjHWHx1ef7Ok7kUeez782NlF7p/qfZ3GfP5a8k6qciQdUeSxVvKCLqsk1YlHG8J92yPq/nrh5y+Q1KLINh1jtDdF3gm4STq4jH/j9uH1N4bbHmu5ssg2e0f3Oer+Y8NtHV/k/nWSfpFUN8Y2zYr8f7mk5RV4rxwb7sdbUffVlXdSPiH8//vlBQsaRa3zcni7UyrymkvqHt7+1RJejyYx/taTKtC/yHvkyCL3t5S0JvzYheH73gv//9Yi6/YP93+dpPrh+xrJO55mSEqN8bxNi/zfJE0t4bg7soS2Two/3j7qvkPC9/0c/d4O//3fDD92S4z3hskLWmRE3b9X+P27UVJaGf+eU8L7yizh8chzvanCx/dh4fvXS/pWUuOoxzrIC4R+V2RfR4W3+SJ6/fBjw8KPPVTW40BSE0kb5AXN9i/yWDd5QbSZJbwGv0raJ8Y+y3yMRt3/nbzjvUF5388sLCwsLCwsLCwsLMm/iJgOMZ2yv1eI6RDT2ShiOsR0WFhYWJJ0YcotAEBSCo+SuVTeiemzUQ9Nkjd65dJSNn/YzL4vct8T4du+RVcuxYmSOkp6xMymRT9gZisl3SephYqPEKpoG/5iZuujnmObvJLUKfJGKkU//49FNzazkLzRGpJ0XAnPUZJG8srsxlquLPI8v1qM0Whm9r6keSU8d552jhyJ3mZtOdtZks/knXgf7pyLVDA8TN4InMg86p9IStXOktwu/O8CeSPupIq/5sVK/JpZyMw27F63ihnmvBLgdznnJkqaLy/48Y2kKc4rj32svKDKfUXa84W8kV17yBv1I3kBAScvSBaK0Yd1cW5/RKSs790WVRbbzPIl/SnclpKO8WstqqSymf0mb7RVI0nFShOXoG34dlfzwI+Mfq+b2afyRjw1kXe8box6bKmkzyV1d86lRrc3fHtZ9PrhbSbJG6V1fhnbLUlD5Y0MvNPM5hfZ3zx5nzO9nXP7x9j2PjNbVsJ+y3uMrpb32VSs5DwAAACAmo2YDjGdciKmQ0yHmA4xHQBIWky5BQBIVgPlnYS/Z4VL/T4v6QF5J8G3W/HyrZI3MqWoFeHbJuVowyHh23bOmy+7qM7h267yRpjsbhvKvI1zrqmkG+WVcO4gb+RXtPKekP1kZu3LsmI4aHK+vJEoPcNtiz7ZzS2yyX8kXSNpnnPuRXmBli/NbFN5GuicGynvpDfaa2Y2y8yynXNfSTpcXqDsK3nvIZM3EkrySiXnh+9/Q1IvSU0lfRXVlvK+5vPlnbyf65xrJy8I8ZmkGWZW9O8QDxdF/XubpMXyRqSNMbM851zv8GOflnBsfCzpAkm9JT1rZpudc29KOlnSLOfcy/L+Tl+bWXYC2h/RJ6o9hZjZIufcL5L2cc41LhIw2WRmS2Lsr7zHd9PwbWnBuY2xgqySVkraR97oy6J+lXcstAj/W/LeU3mSznLOnRVjm9qS9nTONS1jsC3yHu1Zwnt03/BtV3nvz2jflLDPihyjkUB1s122GAAAAEBNQ0ynlG2I6fiI6RDTkYjpRCOmAwBJiIQeAECyujx8Oyn6TjNbFz5ZPUPSYEkvxdh2Y4z78sO3qTEeK0nkBDHWCVu0+vFoQ9GRHiVt45xrLK807D7yTuaelXcilq+dc3rX2UWbd8cYefNBr5JXCvhX7RzNNEze/PXRRkn6Ud4InpvCS75z7m1JfyrhZD6WkTH2vVw756H+SF7wZ5C84M8gSfPCo31kZlucczO1cyRWsbnWVc7X3MwKnHMDJd0h6UxJ94Yf3+Kce0ZeafGtZehbWR1lZlNLebxR+LakUUqR+xtH3XeOpL9IOk875yvPcc69JOkGM1tTsaaWqiztbBteb2PU/RtjrazyH9+R92u6YozECysp8JEvSSUERiLtSIu6r6m83+x37qJN9eWVSd6VyHv0sjLsr6jVMe6TKnaMZoRvS/r7AQAAAKi5iOmUsA0xnUKWi5hONGI6ZUNMpzBiOgAQcCT0AACSjnNuT0mnhv/7gnPuhRJWvVyxgz/xEjm5G2xmbyTwecrrUnmBn7vMbHT0A865Q+QFfxLCObeXvHKzcyX1N7MtRR4/t+g2ZlYgr2z0v8PbHyppiLwASzfnXLdY5Z5j7Kf9Llb5WF7wYqBzbqy8EUtji6zziaQ/h9sxMHxfdPCn3K95uATzKEmjnHOd5JV8vkLS1fKCLBeWZT9xEml/ixIeb1lkPYVLHY+WNNo510ZeAG2YvFFf7eWVuU5kO2ONmCrWzjj7LXzbVKWP6IqHTZJSzGyPOO5Pknqa2Zxybmsx76zYMRoJQv0mAAAAAAgjprNLxHRiI6ZDTKesiOlE30lMBwACL6WqGwAAQAJcJK9kaZakiSUsv0s62jm3z24+V4EkFZkfOeKr8G0iTn53R6fw7csxHjsiwc/dQd7vj/djBH5ahx8vkZn9ZmavmNnZ8oI1HSUdELVKgco34i7a15K2Suov6fhwO4uW//1E3vzix8p7XXMkfRH1+G695ma2xMwmynsdtsobcRgRmcu6ov0ri+/Ct4dGzTsf7ajw7cxYG5vZCjP7j6Tj5JV+PjRcCrw0FelXpJ1HFn0gHEBrLWlZCSMc4yESNOmSoP1H+0pSE+dct3JsU9pxkNDPpTIcoxH7yRt99ksi2gEAAACg2iKmUzpiOrER0yGmU1bEdEpATAcAgomEHgBAMro0fDvCzC6NtUh6TN5J/KUl76ZMIuVQ28Z47HV5I02ucs79IdbGzrlDnHN1d7MN5bU8fHtkkbb0lnRzJT33odEBM+dcfUlPqEj1QOdcHefcoPAc7dH3p0mKjG6Jntd7nby5pzNUTuH5xT+TV3L3FkkhefNGR/tM3tzXf5ZXvvazIqNUyvWaO+f2KeGkvom8EtnRpWs3yBtNE+u9Fhdm9oukD+SNwhoZ/Zhz7mB5JZg3SHo1fN+e4fuLqiepgbxyw7uaN760Y6gkT4VvbwuP3oy0MVXSA/J+404sx/7Ka2r4tl8CnyPiofDtE865VkUfdM7Vc84VbUdpx8HT8spU3+mc6xtjfynOuSPL2rgKHKMKB92bS5pqZjFHiAEAAACosYjplG55+PbIIm0hpkNMh5hO2UwN3xLTIaYDANUCU24BAJJK+KRlP0nfm9k3paw6UdKtki52zt1pZvmlrFuaj+SVIH0lPLfwdkk/mdlkM8tzzp0ub07x/3POfSFvbu9sSW0kHSRv9FJLFTk5SrBnJd0o6V/OuaPkjbrpLOkkSa/Imz+7vBo750aX8vgkM1tuZqudc1PklW6d5Zx7X96c2MfIGxk1S1KvqO0yJH0oablz7mtJP8kLzhwjqaukN8xsQdT6H8n7u77rnJsuaYek2Wb2Zhn78ZG8kVzdJc0Ml072mdk259y38kZ8RdaPfry8r3lPSa8657LklaxeKWlPeaO40rRz/nWZ2dbw3+Aw59x/JC2SN2rnjQqU2S3NlZI+l3S/c+5YSTPCbT9LXkDs4qiReHtL+so5t0DeCK8VkhrKey+1kPRw0VF7MXwS3u8/nXMHKFzu2MzuLmkDM/vCOXefvCDcXOfN7b5N0gnyRg59Jun+8na8HD6WF0A5TtJtCXwemdlHzrmbJP1T0uLw58wyecHHdvJG/n0m730bUeJxYGbrnHNnygvgfeWc+0jSPHmvQVtJh8grnZxexiaW9xiVvNGQUuwRpQAAAABqKGI6ZUJMp2TEdIjplAUxnZ2I6QBANUBCDwAg2VwWvn2ytJXMbLlz7kN5JygnKzw6pQKelHcCNkTeiWgteSOAJoefZ45zrqek6+WdEF8s7yRrlbwSs3dKWlvB564QM1vpnDtM0j3y5kU+TtJCSSPkncRVJPjTSF5fSjJVO0dyXSJpafh5rpJXKvsNSXeo+MngNkl/kVcWuL+kUyVtkTdiarh2juqJuFveHOUnSxogr0TtM5LKE/yJ+KSEdT5RCcEfqdyv+Qx5J/VHyDt5byLv75ElL3DyTpHdXyhvdM/xks6VNyLxF+0sF7zbzGypc+5AeUGNP8gb9bdZ0ruS/m5m30atvjzcnyPlvUbNJK2X9IOkmyRNKcPzLXDOXSTpBnnvwUjQocTgT3i7vzjnvpM3L/1QecGyH8PtftDMdjWKrMLMLNs5N0nSSOdc1xjBjXg/373Ouc8lXSvvmB0sb970XyU9Lun5IpuUehyEA0o95P3Nj5NXqjlXXvDxY5UvKFPeY1TySuj/Xs7nAQAAAJD8iOnsAjGdUhHTIaazS8R0CiGmAwDVgKMiGgAAAFA+zrn28oKmj5nZdVXcnGojHHSaLen20kbsAQAAAAAAJAIxnYohpgMAVYOEHgAAAKACwiWir5HUycx+rer2VAfOudckZUra18y2V3FzAAAAAABADURMp/yI6QBA1WDKLQAAAKBi7pZXnri9vFLJKIVzrq68EuX/IvADAAAAAACqEDGdciCmAwBVhwo9AAAAAAAAAAAAAAAAQICkVHUDAAAAAAAAAAAAAAAAAOxEQg8AAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAAAAAFCQg8AAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAAAAAFCQg8AAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAAAAAFCQg8AAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAAAAAFCQg8AAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAAAAAFCQg8AAAAAAAAAAAAAAAAQICT0AAAAAAAAAAAAAAAAAAHy/+6RWNcvbPEzAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1152x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 567,
       "width": 1146
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Make dictionary mapping antenna to the whole night of antenna flips\n",
    "flips = {ant: np.hstack([flips_dict[mf][ant] for mf in flips_dict]) for ant in ants}\n",
    "\n",
    "plt.figure(figsize=(16,8))\n",
    "my_cmap = matplotlib.cm.get_cmap('cool')\n",
    "for sp, jpol, t in zip([121, 122], ['Jee', 'Jnn'], ['ee-polarized ', 'nn-polarized']):\n",
    "    plt.subplot(sp)\n",
    "    plt.scatter(np.array(list(hd.data_antpos.values()))[:,0], \n",
    "                np.array(list(hd.data_antpos.values()))[:,1],\n",
    "                c='w', s=0)\n",
    "    for ant,pos in hd.data_antpos.items():\n",
    "        flip_frac = np.nanmean(flips[(ant, jpol)])\n",
    "        if np.isfinite(flip_frac):\n",
    "            color=my_cmap(flip_frac)\n",
    "        else:\n",
    "            color='w'\n",
    "        plt.gca().add_artist(plt.Circle(tuple(pos[0:2]), radius=7, \n",
    "                                        fill=(~bad), color=color, ec='k'))\n",
    "        plt.text(pos[0], pos[1],\n",
    "                 '{}:\\n{}%'.format(ant, np.round(100*flip_frac,0)), \n",
    "                 va='center', ha='center', color='k')\n",
    "    plt.xlabel(\"Antenna East-West Position (meters)\")\n",
    "    plt.ylabel(\"Antenna North-South Position (meters)\")\n",
    "    \n",
    "    # count the number of times a self-consistent polarity flip solution was found\n",
    "    all_flips_this_pol = [flips[ant] for ant in flips if ant[1] == jpol]\n",
    "    success = np.round(100*np.mean(np.any(np.isfinite(all_flips_this_pol), axis=0)), 2)\n",
    "    plt.title(t + ' Polarity Flips -- Solution Found {}% of the Time'.format(success))\n",
    "    plt.axis('equal')\n",
    "    plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 7: Detection of polarity-flipped antennas\n",
    "Blue indicates nominal operation, pink indicates polarity flips. \n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Check that all antennas are either nearly 100% flipped, nearly 0% flipped, or flagged.\n",
    "* Check that a solution for polarity flips was found a reasonable percentage of the time (ideally more than a few %)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:25:37.706432Z",
     "start_time": "2020-10-25T17:25:35.226300Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:14.568432Z",
     "iopub.status.busy": "2021-12-15T08:38:14.558024Z",
     "iopub.status.idle": "2021-12-15T08:38:15.288906Z",
     "shell.execute_reply": "2021-12-15T08:38:15.288254Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAACQ0AAAWWCAYAAAAsPxPeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8/fFQqAAAACXBIWXMAABYlAAAWJQFJUiTwAAC1VklEQVR4nOz9eZh1Z1kn+n/vUDFAwiwQJglBIBxpxaBgBCVgiwMqQ8tR/LUCLSiNKI3Q3YoKodHfUQ8oAg44MAgobdu29hFBlA4kCrZ0bODIIBAIAhLmQAKBJG/d54+9XqkUVe9b065V9T6fz3Xta9Vew7PuXXvXe2V/c69nVXcHAAAAAAAAAAAYx0lzFwAAAAAAAAAAAOwvTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMADK+qvraqnldVb62qz1TVP1bVH1TVneeuDQAAAAD2ggwMAID1qrvnrgEAZlVVf5jk3kn+S5K3JDk9yeOTnJbknO7+f2csDwAAAAB2TQYGAMB6moYAGF5VfX2S/9XdV61Zd6ckf5/kj7r74bMVBwAAAAB7QAYGAMB6moYAYBNVdVGSle7+qrlrAQAAAIBlkIEBAIzrpLkLAGBMVfXaquqqeuR2tu2Xqqokt0zy0blqgDn/Fg7C3+FWTXV2VZ0xdy0AAACwlgwMtkYOtjVyMAD2mqYhgH1QVTetqp+sqgur6tKquqqqPlxVf1VVT6mqm81dI1/k+5PcJsnLdzPI9N5fU1Ufr6rrbPGYF6358nf0cfU0xrur6o+nz80ddlPbDmrY6PHvllUDAAAAcLjIwA4lGZgMDAAY2MrcBQCc6Krq+5L8apIbT6tWk3wqyZcmuUWSeyf591X1I939e7MUybVU1Z2TPDfJG5K8cJfDfVuS6yR5VXcf2eaxVyf5xNGyktwwyU2T3DHJg5L8bFX91ySP6+5lXQ22toaNfGZJ52V+/5jkH7L49woAAACOSQZ2+MjANq1hIzKwE5scDIBhaRoCWKKq+uEkv57Fl92LkvxMktd091VVdXKS+yd5RpKvTfLSqrpBdz9/toJJVd0yySuTXJbkYTsIOdb7jmn5pzs49vXdfe7aFVV14yRfl+SRSR6W5LuTnFNV9+ruD+68zK3XwBi6+wfmrgEAAIDDQQZ2+MjAjl8D45CDATAytycDWJKq+uokz8kiLPmTJOd09yu7+6ok6e6ru/vPk3x9kj+e9ntOVd19noqpqhsleVWSGyX5lt0GEFW1kuRbklwzjbtr3X1Zd7+qu783yQOTfC6LKaT/616MDwAAALAdMrDDRwYGAMBRmoYAludnk3xJkn9K8gPdffVGO3X3NVlcMfOhaf9nJElV3a6qVqd7Zt9ts5NU1SlV9alpv+/aZJ+7VdULquq9VfW5qrqsqv66qh47Xe21fv9LpvHOrarbVNWvVdV7qurzVfWmNfvdtKoeUVX/tareUVWXV9VnquptVfVLVXXrLf+29kBVvWx6fe+sqp+qqtpgn5tW1Qem1/era9ZfN8l/T3KnJA/s7nfsQUn3TnKTLK5U+uQejHct3f2qJE+ent6rqr5zo/2q6qFV9aqq+uj0Hn5g+l2dvdc17ZXtfmZ3e9wW6ln7N/FlVfXbVfX+6RzvrapnToHbscbYs/dhN3972/j7fu203yPXHX90/fEe521w7p2+rydV1Y9W1Zur6srpd/j/VNU52/3dAQAAsOdkYDIwGdg2rfvs3XT6HL13qvuDVfVbVXWrvT52B7XJweRgAJzgNA0BLEFV3TaL+3gnyfO6+9PH2r+7P5XkedPTB1bVbbv7/Un+alr3fcc4/IFZ3Of7k9ngSp6qenySNyd5VJIzsrji57Qsru769SSvrqrrbzL2nZO8Kcm/TXLLLO7tvdZTkrwoyUOT3CWLe9WfkuSuSZ6Y5E1V9ZXHqH2v3SbJyVmEHj+b5HEb7POb037vyBQ2VNV1kvznLH4nD+vu/7lH9exmWuat+q0kH55+vtbnZPqC+eIsrsD6lizCm89m8fq/L8kbq+rf7mUx0xfwo1+Wz93hGDv6zO7ys75VX57kfyX5wSQ3TtLTuZ6U5H9tFMgs6X3Yi7+94/19b+YTWXzmNntsaBfv60qSP8riqtWvzOL2uitZ/H1dUFUP3WLdAAAA7DEZmAxsIgPbudsm+bssPke3yCJrunWSRyd5fVXdZEnHboUcTA4GwAA0DQEsx32zmGo5WUy7vBVH96sk3zj9/HvT8nuPcdzDp+UfHp32+aiqelCS5ya5MosvV7fs7tOSXC/JA5L8Q5Jzk/zyJmM/K4urv+7d3adOx373mu0fTPLzSc5OcoPuvlEWX9i+JsmfJ7l5kt+r+uKrnZZhuu/4zZK8elr14LXbq+rfJPlXSa5K8n3dfeW06VlJvivJnyW5WVX967WPXZS09MBkes//x/T0G9Zt/g9JfiCLL/Q/k+Qm3X2TLAKF/5LFfwc8r6q+MQfETj+ze/BZ36pnJvlUkm/o7hskOTWLz9nHsghSXrzBMct4H/bib+94f98b6u6HdvfpGz2SPG3a7Zokrzl6zC7fn/+Y5EFZBEL/PsmNpt/fmUn+MskLjlczAAAASyMDk4ElMrDdeG4WjXBf392nZtFY8qAkl2XRbPKTSzp2K+RgcjAARtDdHh4eHh57/Ejyc1l8MfpckpO2eMxJST4/HfeMad3Nsvhy31ncD379MTfI4kqNTnLuum3XSXLJtO0hm5zzDkmuyOLKilutWX/0uE9m8aVmJ7+DU5K8dRrnvhtsf+207ZHb2bbFc993Ov4ja9bdMcnl0/r/sMn5NnzssIYzp+Mv3sGxL5qOfe0W9//JNfWePK07NYsv9Z3k/9rgmOskuXDafsExargqyaWbPF64wXHnrqnl3K3Uv9vP7G4+69uo7ej4Vyb58g2232/N677PmvW7fR+2/bewhb+9o6/lmH/f2z13FoHd0X+v/u1u39cNfn/nHee1dpIztvveenh4eHh4eHh4eHh4eOz8ERnYVr6Hb/r9eiff+9cdLwM7hBnYus/epUlutsH2J03b37OXx26zNjnY5vvLwTw8PDw8TpiHmYYAluOm0/KT3b26lQOm/T45Pb3ZtO7j+cIVQw/f4LAHZ3GFwgeTXLBu27lJbp/kku7+b5uc871J/iaLKU7P3WCX3+3uTadZPZbu/nySv5ie3nsnY+zC32XxxenmVXWraVrXl2Zxtc1rs7hK5p9197ndXZs9dljD0XurL3Na5qM+uebno5+9B2QxZfdVSX5x/QHdfSTJM6an31BVp28y9slZTNm70eOLpjju7teu+d29dpuv49zs7DO70+N24g+6+90bjH9+ktdPT9depbRX78OWbeNvb8d/3+tV1ZdlMe30yUme392/vmbzudn5+3P09/f5bHD11fRan7l+PQAAAPtGBiYDk4FtPwNb6zenz/96fzwt71BVpy7h2K2Qg21ADgbAiWZl7gIATlA7/ZK90XG/l8U92//Pqnri9OXqqKP37375BsHM10/LW1fVpcc4542m5e022PaG4xZcdVaSx2cxnfQZWYQS61/HrY83zl7q7sur6j1ZXFn1lVl8Yfy6LKbm/YGthli7tB/3ct9IT8uzp+Wbu/uTm+x7QRbT565M+//ZBvu8rhdTXu+HnX5m9+KzvlWvPca21021nL1m3V69D19kD/72jvv3vcU6rp9FGHXzLK4W+9F1u+zm/Tn6+3tTd39qk+Net/VqAQAA2GMysGuTge2fw5yBrfXGTdZ/cM3PN07ymT0+ditee4xtcjA5GAAnCE1DAMtx9AqPm1TVSVv5gl5VJ2XxJS5JPrFm059k8cXulknun+nKiar60iT/ctrn9/LFbjUtv2Q69niuv8G6jx6n5u9N8rtZXFWRLO61/KksroZIFl/eTp0e++3NWQQmP5zFvdqT5LHd/f5ln7iqbpDFF9jLsz9f5NZe7XT0C/nNp+UHs4nu/lxVfTyLz8fNN9tvH+30M7vjz3pVvTEbh4XP7O6NrtzZ9Pe5Ztva3+VS3oc9+ts75t/3NrwgyVcneV+Sf9XdV6/bvpt/i47+Pv7pGPsf6z0BAABguWRgCzIwGdhOXb7Ryqnmo09P3mif7R4rB9sTcjAATjhuTwawHG+flqckucsWjzkriy8TSfK2oyu7+zNJ/vv09PvW7P+wLJo//6G7/26D8Y7+G//fjjXt8JrHeRuMcWSDdUmSqrp5kt/K4svaf07yNUmu29036e7Tu/v0fGEa1Z1edbYbb56WD8niXtIv6e7/vE/n/pYs3stXd/dV+3C+fzEtP7DBF9VT9uH8e2Wnn9ndfNZvno2nnT5tB/Uf63O+Z+/DHv7tbfr3vY1anpLke5J8NsmDunujAGYv/i0CAADgYJKBycBkYIeHHGx3tcjBADghmWkIYDlem8UUuZXFPdfffqydJw+elp0vvjf772VxP/eHVNVjp/sXP3zNto0cvUfz/7Glirfv27L4Qvm2JN+3yZVkW7maYlnevObnS7KYvna/7Nu0zFX1JUm+aXp64ZpNR7+03v4Yx143yc3W7T+nnX5md/xZ7+4ztnnIsaY5Pnol0drf5TLehwPxt1dV35HFfeg7ySO6+82b7Lqbf4uO/j6O9Xvf16nfAQAAuJbXRgaWyMBkYIeAHGzn5GAAnMjMNASwBN39gSSvnJ4+vqpueKz9p+1Hv9D/2XT8Wn+exXTPN0rywKq6bZL7TNt+f5Nhj96n+S5V9RXbqX+Lbjst37LRl7VazIF7/yWcd6vWTlf8qO7+9H6cdJpi+9uymCZ3S/fk3qXHJLnF9PPL1qw/euXdnarqNpsc+435QgPxRlfq7bedfmaX/Vlf675b2Lb2d7mM92H2v73pPvIvy+K/JX+2u//wGLvv5v05+vu4+zH+HT3WewIAAMASycBkYJGBncjkYJGDAXDi0zQEsDxPTXJ1Ft3/v1tVG957uqpWkrw4i6szrp6Ou5Zput2jX0YePj0qyRu7+12bnP81Sf5x+vmXq+o6mxVaVTfZbNsxfGpa3q3W3CR7jcdkcT/1fVdVX5YvTEubJJ/Yx9PfM4sA443d/ZFlnqiqviXJ/z09fUN3v2LN5lcn+XQWU/f++w2OvU6Sn5meXtjdly6z1i3a6Wd22Z/1tb6nqs7cYNxvTHLv6el/WbNpGe/DrH97VXXjLKaLv2GSP07ytOMcspv358+z+P2dkuQJG+z/JUmetJW6AQAAWBoZmAxMBnZikoPJwQAYgKYhgCXp7ouSPHF6+qAkr6+qbz0anFTVSlU9IMlf5wvTMv+7Te7NnnxhCubvSPKodes2Ov/VSX40iylTvznJq6vqXke/XE3nv0dV/XyS9+zgJf7lNPbdkjxn+gKVqrphVf37JL+axZVh+2q6yul3k9x4zeqv2scSljotc1XdqKq+pap+P4uruK6X5P1Jvnvtft39mST//+npj1XVT1XVadMYt8ni6rz7ZHE12E/vYX3nVlVPj3O3c+xOP7P78Flf66okr6yqr5/GPqmqvjNfCDT/orv/ek1ty3gf5v7be3mSOyX5+yTf3919rJ138/5092eT/OL09GlV9eNVdb3puDOS/Lckt9uzVwYAAMC2ycBkYMsY/ETOwA4ROZgcDIABaBoCWKLu/tUkP5DFFRFfk8V0zZ+rqo8n+VwWVw/cM4srCH6gu3/tGMNdmMUX4+smuWsWX67+83HO/9+T/GAWX/Dun+Rvkny2qj42nf9/JfmPuXa4sNXX9g9Jnj09fXyST1bVJ7K4oukXs7iq4je2O+4e+A9ZTNN6RRZXtySHNzD5+qq6dM3jM0kuS/KqJN+bxZV2f5Dk7O7+pw2Of2YW4VEl+dkkl03v0fuTPCyLz9CPdvcFe1DrntjpZ3aZn/V1npzFtN9/XVWXZ/E5++9Jbp7k3UkescExe/o+HIC/vW+ZlrdP8u51n9G1jyevqXk3788vJPmTJNdJ8qwkn66qTyZ5b5IHJPk3y3iRAAAAbJ0MTAa2S8NlYIeEHEwOBsAANA0BLFl3vySLKVJ/Kosrqj6e5AZZfLF5fRZTst5x2u9Y43Sufe/287v7Q1s4/wuT3CWLL1dvTXJNFveF/3iS87P48nfGdl7TmrF/PMkPJfnfST6fxf2o35Tk3yV54HSufVNVZyf5T9PTH8viC1ayT4FJVd12OtcHuvtNezDkyUluOT2+NIvf8Xuy+HL+U1l8br6nuz+20cHdfaS7H5HFFVivziJsOS3Jh7L4LN3zOCHdLHb6mV3mZ32Nd2cRfr4giyD0OkkuyeJL/Nds9De5jPfhgPzt3SBf+Hxu9DhtXc07fV+vSfKvsvibfst03JEkr0hy3+7+o71+YQAAAGyfDGz/yMCu7bBmYIeAHOwL5GAAnLDqODPpAcChUFXXT3JRkrOS/GF3P6yq7pPF1Wkf7e5b7EMNj03y60me392PXfb52D9VdUkWVxTdr7tfO281AAAAwKhkYCybHAwAxmKmIQBOFM/KIiz5YJIfnta9ZVrevKr2437PS72XOwAAAADDk4EBALBnNA0BcOhV1XckeWySTvKI7v5EknT3p7OYMjdJzquq6y65lAuSPD2Le2kDAAAAwJ6RgQEAsNc0DQFwqFXVLZP8zvT0Wd29Pqw4ek/3f5Pk01X1wmXV0t2/2N3ndfeVyzoHAAAAAOORgQEAsAwrcxcAALv0giS3SPLmJD+1wfafSFJJHprk9CQf2L/SAAAAAGBPyMAAANhz1d1z1wAAAAAAAAAAAOwjtycDAAAAAAAAAIDBaBoCAAAA9kVVXVJVvcnj0m2OdduqekFV/VNVfX4a+9lVdZNl1Q8AAAAAx3OYMrCVvRgEAAAAYIs+leTZG6y/YqsDVNUdk7w+yS2S/EmSdyS5Z5InJPnWqrp3d39896UCAAAAwI4cigysuns3xwMAAABsSVVdkiTdfcYux/nzJA9I8mPd/dw1638pyROTPL+7H7ubcwAAAADAThymDEzTEAAAALAv9iIwqaozk1yc5JIkd+zu1TXbbpDkQ0kqyS26+zO7KBcAAAAAtu0wZWBuTwYAAADsp1Oq6l8n+bIkn0nyliQXdPeRLR5//2n56rVhSZJ09+VV9ddZXIH1dUles0c1AwAAAMB2HIoMTNPQIVdV701ywyy6ywAAAA6KM5J8urvvMHchu1VVL0ty1tx1HABnZJPvnt19j22Mc3qSl6xb996qelR3v24Lx99lWr5zk+3vyiIwuXM0DcEJQwYGAAAcYGfkBMjBZGDXckZ2n4MdigxM09Dhd8MkN50eAAAAB8mJ8j3lrOtd70vOvutdbz13HbN5+9v/KVdeedVn92CoFya5MMlbk1ye5Mwkj0/yQ0leWVXndPebjzPGjablpzbZfnT9jXdXKnDAyMAAAACWa/gMLNmzHOzQZGCahg6/S5LcNLnO3HUAAACssdVZdg+Hu9711vnbi3527jJmc897/HT+7u8uecc2ZxT6It399HWr/j7JY6vqiiRPSnJekofs5hxZ3Ms9SXqX4wAHyyWRgQEAAAfSkeQEmRV19Aws2Zsc7DBlYCftsggAAACA3fqNafmNW9j36FVUN9pk+w3X7QcAAAAAB8GBy8A0DQEAAABz+8i0PHUL+/7DtLzzJtvvNC03u987AAAAAMzhwGVgmoYAAACAuZ0zLd+zhX3Pn5YPqKpr5RpVdYMk905yZZK/2bvyAAAAAGDXDlwGtrKbgwEAAGAEnc7q6pG5y5hN7+7W6EmSqvqKJB/q7k+sW3/7JM+bnr50zfqTk9wxydXdffE/19J9cVW9OskDkvxIkueuGe7pWVyp9fzu/syuiwYAAAAYyOgZWLL7HOywZWCahgAAAID98LAkP1FV5yd5b5LLswhEHpjkukn+LMkz1+x/myRvT/K+JGesG+txSV6f5DlV9U3TfvdKcr8spmT+qaW9CgAAAADY3KHKwDQNAQAAAPvh/CR3SfLVWUzFfGqSy5L8VZKXJHlJd2/pUq7pSquvSfKfknxrkm9P8qEkz0ny9PVXcgEAAADAPjlUGZimIQAAAGDpuvt1SV63jf0vSVLH2P7+JI/afWUAAAAAsDcOWwZ20rIGBgAAAAAAAAAADiYzDQEAAMAWdF8zdwkAAAAAsFQysLGYaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAazMncBAAAAcOB1p/vI3FXMp3vuCgAAAABYttEzsGS4HMxMQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJiVuQsAAACAg67TWe1r5i5jNp2euwQAAAAAlmz0DCwZLwcz0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmZe4CAAAA4ODrdF8zdxEz6rkLAAAAAGDpRs/AktFyMDMNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYFbmLgAAAAAOg+5r5i4BAAAAAJZKBjYWMw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgVuYuAAAAAA687vTqNXNXMZ/uuSsAAAAAYNlGz8CS4XIwMw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgVuYuAAAAAA6+TvqauYuYUc9dAAAAAABLN3oGloyWg5lpCAAAAAAAAAAABnPCNw1V1XdX1XOr6sKq+nRVdVW99Bj7n1ZVz6iqt1fV56rqsqp6TVV9+zbPe3JVPaGqXlhVb6qqq6ZzP3r3rwoAAAAArk0OBgAAAGzHCLcn++kkX5XkiiQfSHLWZjtW1Y2TXJjkbknemuT5SU5N8l1JXlFVT+ju52zxvKcmefb084eTXJrkdtsvHwAAAAC2RA4GAAAAbNkJP9NQkicmuXOSGyb5t8fZ97wsgpI/SnL37n5Cdz86yVckuSTJM6vqTls872eTfHuSW3f36UlesP3SAQAAAGDL5GAAAADAlp3wMw119/lHf66q4+3+0Gn51O6+Zs0YH62qZyV5bpLHJnnSFs57VZJXbrtgAAAADqDOmq+JA+q5CwC2QA4GAADA7oyegSWj5WAjzDS0HadPy/dssO3oum/ap1oAAAAAYFnkYAAAADC4E36moW36WJJbJblDkret23bmtNz0XvDLVFUXbbJplnoAAAAAONQOZA4mAwMAAID9Y6aha/vTaXleVV3n6MqqulmSH5+enlJV19v3ygAAAABg78jBAAAAYHBmGrq2pyZ5QJKHJblrVb0myfWTPCjJ5Uk+Oz0/st+Fdfc9Nlo/XX119j6XAwAAAMDhdiBzMBkYAAAA7B9NQ2t096VV9bVJfjrJdyZ5XJJPZnHl1TOyuJ/7p7r7qvmqBAAAYP91snr13EXMqOcuANhjcjAAAAC+2OgZWDJaDqZpaJ3u/miSJ0yPf1ZV90tSSd44R10AAAAAsJfkYAAAADC2k+Yu4BB5zLR82axVAAAAAMByycEAAABgAJqG1qiqk6rqtA3WPzrJw5O8KevCkqq6UVWdVVW32p8qAQAAAGB35GAAAADACX97sqp6cJIHT09Pn5bnVNWLpp8/1t1Pnn6+fpIPV9VfJHn3tO4bktwzycVJHtLd62/g95AkL0zy4iSPXHfun0hy1vT07tPyUVV1n+nnv+ru397J6wIAAACAteRgAAAAwHac8E1DWYQUj1i37szpkSTvS3I0LPl8kpcnuU+Sb57WXZzkaUl+qbuv2Oa5vzXJfdet+/rpcZSwBAAA4IDrTrqvmbuM2XTPXQGwRXePHAwAAIAdGj0DS8bLwU74pqHuPi/JeVvc9+okP7jN8V+U5EWbbDt3O2MBAAAAwE7JwQAAAIDtOGnuAgAAAAAAAAAAgP2laQgAAAAAAAAAAAajaQgAAAAAAAAAAAazMncBAAAAcPB1snrN3EXMqOcuAAAAAIClGz0DS0bLwcw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg1mZuwAAAAA4+DpZvWbuImbUcxcAAAAAwNKNnoElo+VgZhoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBrMxdAAAAABx43UlfM3cV8+meuwIAAAAAlm30DCwZLgcz0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmZe4CAAAA4KCrdGr1mrnLmE2l5y4BAAAAgCUbPQNLxsvBzDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDWZm7AAAAADgUVq+ZuwIAAAAAWC4Z2FDMNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAINZmbsAAAAAOPC6k9Vr5q5iPt1zVwAAAADAso2egSXD5WBmGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMGszF0AAAAAHHyd6mvmLmJGPXcBAAAAACzd6BlYMloOZqYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzMrcBQAAAMDB18nqkbmLmFHPXQAAAAAASzd6BpaMloOZaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAazMncBAAAAcOB1UqvXzF3FfHruAgAAAABYutEzsGS4HMxMQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJiVuQsAAACAg6+T1SNzFzGjnrsAAAAAAJZu9AwsGS0HM9MQAAAAAAAAAAAMRtMQAAAAAAAAAAAMRtMQAAAAAAAAAAAMRtMQAAAAAAAAAAAMZmXuAgAAAODA605Wr5m7ivl0z10BAAAAAMs2egaWDJeDmWkIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGszJ3AQAAAHAY1OqRuUsAAAAAgKWSgY3FTEMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCYlbkLAAAAgIOvk9Ujcxcxo567AAAAAACWbvQMLBktBzPTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGZl7gIAAADgwOtOrR6Zu4r5dM9dAQAAAADLNnoGlgyXg5lpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABrMydwEAAABwKKwembsCAAAAAFguGdhQzDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDWZm7AAAAADjoqju1emTuMmZT3XOXAAAAAMCSjZ6BJePlYGYaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwazMXQAAAAAcCqtH5q4AAAAAAJZLBjYUMw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgVuYuAAAAAA6+Tq0embuIGfXcBQAAAACwdKNnYMloOZiZhgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAB153snpk7irm0z13BQAAAAAs2+gZWDJcDmamIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAGAWVfX9VdXT49HbOO6SNcetf1y6zJoBAAAAYLsOag62stsBAAAAYAS1ujp3CSeUqrpdkucmuSLJaTsY4lNJnr3B+it2URYAAADA0GRge+8g52CahgAAAIB9VVWV5IVJPp7kj5I8eQfDXNbd5+1lXQAAAACwlw56Dub2ZAAAAMB++7Ek90/yqCSfmbkWAAAAAFiWA52DmWkIAAAA2DdVddckP5/kV7r7gqq6/w6HOqWq/nWSL8sicHlLkgu6+8gelQoAAAAAO3YYcjBNQwAAAMBWnFVVF220obvvsZUBqmolyUuS/GOSp+yyntOnsdZ6b1U9qrtft8uxAQAAABjXMDmYpiEAAAA4nu5kdeAJbLr3aqSnJvnqJPfp7it3Mc4Lk1yY5K1JLk9yZpLHJ/mhJK+sqnO6+827LRYAAABgKKNnYMlwOZimIQAAAGAr3rHVK6k2UlX3zOKqqmd19xt2U0h3P33dqr9P8tiquiLJk5Kcl+QhuzkHAAAAAMMaJgc7aeelAQAAABzfmumY35nkZ5Z4qt+Ylt+4xHMAAAAAwIYOWw6maQgAAABYttOS3DnJXZN8rqr66CPJ06Z9fmta9+xdnOcj0/LUXYwBAAAAADt1qHIwtycDAAAAlu3zSX5nk21nZ3F/979K8g9JdjNl8znT8j27GAMAAAAAdupQ5WCahgAAAGArVo/MXcGh1d1XJnn0Rtuq6rwswpIXd/dvr1l/cpI7Jrm6uy9es/4rknyouz+xbpzbJ3ne9PSle/oCAAAAAEYhA9uVw5aDaRoCAAAADqLbJHl7kvclOWPN+ocl+YmqOj/Je5NcnkWo8sAk103yZ0meua+VAgAAAMDOzZaDaRoCAAAADpPzk9wli6uyzsnivu2XZTGt80uSvKS7e7bqAAAAAGBvLD0H0zQEAAAAzKa7z0ty3gbrL0lSG6x/XZLXLbsuAAAAANhLBzEHO2mZgwMAAAAAAAAAAAePmYYAAADguDrVq3MXMSN3+wIAAAA48Y2egSWj5WBmGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMGszF0AAAAAHHidZPXI3FXMp+cuAAAAAIClGz0DS4bLwcw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg1mZuwAAAAA4+DpZXZ27iBn13AUAAAAAsHSjZ2DJaDmYmYYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwK3MXAAAAAIfC6urcFQAAAADAcsnAhmKmIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMzK3AUAAADAgdedWj0ydxXz6Z67AgAAAACWbfQMLBkuBzPTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGZl7gIAAADgUFhdnbsCAAAAAFguGdhQDt1MQ1X13VX13Kq6sKo+XVVdVS89xv6nVdUzqurtVfW5qrqsql5TVd++zfPerqp+rar+Z1VdWlWfr6p/mup4VFWdvMEx966qX6yqN1bVR6dj3ltVv11VX76T1w8AAADAiU8GBgAAACzbYZxp6KeTfFWSK5J8IMlZm+1YVTdOcmGSuyV5a5LnJzk1yXcleUVVPaG7n7PF894xyf8vyf9M8sdJPpHkZkm+LckLkvxAVX1zd1+z5pj/muTmSV6f5GVJrklyTpIfTPK90/5v2OL5AQAAABiHDAwAAABYqsPYNPTELIKSdye5b5Lzj7HveVmEJX+U5HuOhhlVdfMkf5vkmVX1yu5+1xbO+/okN+nua83FNV1d9eok5yZ5aJI/WLP5l5O8pLv/ad0xT0nyc0l+M8m/2MK5AQAAABiLDAwAAABYqkN3e7LuPr+739XdvYXdHzotn7r26qfu/miSZyU5Ocljt3jeq9aHJdP6q7O46ipJ7rRu2y+sD0smv5DkyiR3q6qbbeX8AAAAAIxDBgYAAAAs22GcaWg7Tp+W79lg29F137SbE1TVdZIcvTf8W7Z4WGcxTXOSHNnN+QEAANgHnWT1i/4f+ji20rIAzEkGBgAAwO6NnoElw+VgJ3rT0MeS3CrJHZK8bd22M6flpveD30hVfWmSxyepLO7V/s1JvjzJ7yX50y0O87AkN0jyN9192XbODwAAAADryMAAAACAbTvRm4b+NMljkpxXVQ/v7iNJMk2H/OPTPqdU1fW6+8otjvmlSZ625nkneWaSp2xluuiqukOS52ZxldWTtnjOVNVFm2zaVuADAAAAwAlHBgYAAABs20lzF7BkT03yviyuanpTVT27qn4ziyuuVpN8dtpvy9Mjd/c7uruyaLi6fZInJvmhJBdU1U2PdWxV3SLJK7O4OusJ3f36bb4eAAAAAFhPBgYAAABs2wk901B3X1pVX5vkp5N8Z5LHJflkFldfPSOLe7p/qruv2sHYR5L8Y5JfqaoPJ/n9JP8pi2mbv8gUlvyPJHfJIiz5tW2e7x6bjHtRkrO3MxYAAAAAJw4ZGAAAALATJ3TTUJJ090eTPGF6/LOqul8W92R/4x6c5pXT8tyNNlbVrZK8JotplH9ku2EJAAAAc+tkdXXuImZ03DsRATOTgQEAALB7o2dgyWg52AnfNHQMj5mWL9uDsW4zLa9Zv6GqbpvF1VVfnuSx3f2be3A+AAAAANgKGRgAAACwoZPmLmCZquqkqjptg/WPTvLwJG/KusCkqm5UVWdNV0atXX+vqrr+BmOdluRXpqevWLfty5K8Lskdk/ygsAQAAACAvSYDAwAAAHbi0M00VFUPTvLg6enp0/KcqnrR9PPHuvvJ08/XT/LhqvqLJO+e1n1DknsmuTjJQ7r76nWneEiSFyZ5cZJHrln/k0nOrarXZXEf988muV2Sb0ty4ySvT/J/rRvrdUnOSHJRkttX1XkbvKQXdfclm75gAAAAAIYjAwMAAACW7dA1DSW5e5JHrFt35vRIkvclORqYfD7Jy5PcJ8k3T+suTvK0JL/U3Vds47y/leQzSb42i/u2Xz/JJ7MIQ/4gyQu6e/3UzGdMy3tMj428Nskl26gDAAAAgBPf3SMDAwAAAJbo0DUNdfd5Sc7b4r5XJ/nBbY7/oiQv2mD9K7Ju6uUtjFXb2R8AAIADbPXI3BUAA5GBAQAAMAsZ2FBOmrsAAAAAAAAAAABgf2kaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwazMXQAAAAAcdNWdWl2du4zZVPfcJQAAAACwZKNnYMl4OZiZhgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAh8Lq6twVAAAAAMByycCGYqYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzMrcBQAAAMCB152srs5dxXy6564AAAAAgGUbPQNLhsvBzDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDWZm7AAAAADgUVlfnrgAAAAAAlksGNhQzDQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBW5i4AAAAADoXVnrsCAAAAAFguGdhQzDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDWZm7AAAAADjwupPV1bmrmE/33BUAAAAAsGyjZ2DJcDmYmYYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwK3MXAAAAAIfC6urcFQAAAADAcsnAhmKmIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMzK3AUAAADAgddJVnvuKuYz8EsHAAAAGMboGVgyXA5mpiEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABjMytwFAAAAwMHXSa/OXcSMeu4CAAAAAFi60TOwZLQczExDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwmJW5CwAAAIBDYbXnrgAAAAAAlksGNhQzDQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBW5i4AAAAADrxOstpzVzGfgV86AAAAwDBGz8CS4XIwMw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgVuYuAAAAAA6F1Z67AgAAAABYLhnYUMw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg1mZuwAAAAA46DpJr85dxXx67gIAAAAAWLrRM7BkvBzMTEMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCYlbkLAAAAgAOvk6z23FXMZ+CXDgAAADCM0TOwZLgczExDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwmJW5CwAAAIBDYXXuAgAAAABgyWRgQzHTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGZl7gIAAADgwOskq3MXMaOeuwAAAAAAlm70DCwZLgcz0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmZe4CAAAA4FDouQsAAAAAgCWTgQ3FTEMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCYlbkLAAAAgMOgV2vuEgAAAABgqWRgYzHTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGZl7gIAAADgwOskq3MXMaOeuwAAAAAAlm70DCwZLgcz0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmZe4CAAAA4FBYrbkrAAAAAIDlkoENxUxDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAwCyq6vurqqfHo7d57G2r6gVV9U9V9fmquqSqnl1VN1lWvQAAAACwEwc1B1vZ7QAAAAAwgl6tuUs4oVTV7ZI8N8kVSU7b5rF3TPL6JLdI8idJ3pHknkmekORbq+re3f3xva0YAAAA4MQnA9t7BzkHM9MQAAAAsK+qqpK8MMnHk/zGDob4tSyCkh/r7gd390909/2T/HKSuyT5uT0rFgAAAAB26KDnYJqGAAAAgP32Y0nun+RRST6znQOr6swkD0hySZJfXbf5adN4319Vp+6+TAAAAADYlQOdg2kaAgAAAPZNVd01yc8n+ZXuvmAHQ9x/Wr66u1fXbujuy5P8dZLrJ/m6XRUKAAAAALtwGHKwlZ0eCAAAAAzlrKq6aKMN3X2PrQxQVStJXpLkH5M8ZYd13GVavnOT7e/K4gqsOyd5zQ7PAQAAAMC4hsnBNA0BAADA8XSS1Zq7ivn0no301CRfneQ+3X3lDse40bT81Cbbj66/8Q7HBwAAABjT6BlYMlwOpmkIAAAA2Ip3bPVKqo1U1T2zuKrqWd39hr0r64tPNS33LuIBAAAAYCTD5GAn7VEhAAAAABtaMx3zO5P8zC6HO3oF1Y022X7DdfsBAAAAwL44bDmYpiEAAABg2U7L4t7qd03yuarqo48kT5v2+a1p3bOPM9Y/TMs7b7L9TtNys3u9AwAAAMCyHKoczO3JAAAAgGX7fJLf2WTb2Vnc3/2vsghCjjdl8/nT8gFVdVJ3rx7dUFU3SHLvJFcm+ZtdVQwAAAAA23eocjBNQwAAAHBclXQdf7cTVmUXt0ZPd1+Z5NEbjlx1XhZhyYu7+7fXrD85yR2TXN3dF68Z6+KqenWSByT5kSTPXTPc05OcmuT53f2ZHRcMAAAAMKTRM7BktBxM0xAAAABwEN0myduTvC/JGeu2PS7J65M8p6q+adrvXknul8V0zD+1f2UCAAAAwK7MloOdtJuDAQAAAPbbdMXV1yR5URYhyZOyuBrrOUnO6e6Pz1cdAAAAAOyNZedgZhoCAAAAZtPd5yU5b4P1l2QxH/Rmx70/yaOWVRcAAAAA7KWDmIOZaQgAAAAAAAAAAAZjpiEAAADYgl7d9GIfAAAAADghyMDGYqYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzMrcBQAAAMCB10lWB77upucuAAAAAIClGz0DS4bLwQZ/twEAAAAAAAAAYDyahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAh8JqzV0BAAAAACyXDGwoZhoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBrMxdAAAAABx8le6au4gZjfzaAQAAAEYxegaWjJaDmWkIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGszJ3AQAAAHDgdZLVga+76bkLAAAAAGDpRs/AkuFysEP3blfVd1fVc6vqwqr6dFV1Vb30GPufVlXPqKq3V9XnquqyqnpNVX37Ns97xnSuzR4v3+S4M6vqd6rq/VV1VVVdWlW/X1Vnbfe1AwAAADAGGRgAAACwbIdxpqGfTvJVSa5I8oEkmwYPVXXjJBcmuVuStyZ5fpJTk3xXkldU1RO6+znbPP+bk/zxBuv/foPzn53k/CQ3TPI/krw8ye2S/Ksk31lV/7K7/2ab5wcAAADgxCcDAwAAAJbqMDYNPTGLoOTdSe6bRSCxmfOyCEv+KMn3dPc1SVJVN0/yt0meWVWv7O53beP8b+ru87a47+9kEZb8eHf/8tGVVXVOkguS/G5VfUV3X72N8wMAAABw4pOBAQAAAEt16G5P1t3nd/e7unsrd5J76LR86tGwZBrjo0meleTkJI9dQpmpqjOT3D3JR5L8ytpt3f2GJH+S5E5JvnUZ5wcAAADg8JKBAQAAAMt2GGca2o7Tp+V7Nth2dN03bXPMW1fVDye5WZKPJ3lDd7/lGOe+pLtXj3P+/2ebNQAAALCPOkmv1txlzGYrHQvArGRgAAAA7NroGVgyXg52ojcNfSzJrZLcIcnb1m07c1puej/4TXzz9PhnVfXaJI/o7n9cd+4kuX1V1QZXhW3r/FV10Sabtls/AAAAACcWGRgAAACwbYfu9mTb9KfT8ryqus7RlVV1syQ/Pj09paqut4WxPpvkGUnukeQm0+Po/eTPTfKaqjr16M7d/c4k70xyyyQ/unagqrpXkgdNT2+yvZcEAAAAANciAwMAAAC27USfaeipSR6Q5GFJ7lpVr0ly/SzCisuzCEGun+TI8Qbq7o9M4611QVU9IMlfJblXkkfn2vdu/+Ekr0ryK1X1nUnelOS2Wdxn/m1JvnIr557Of4+N1k9XX529lTEAAAAAOCHJwAAAAIBtO6FnGuruS5N8bZLnJDk1yeOyCEv+NMm/THK9JJ/q7qt2cY5rkvz29PQb1217bZJ7JvkvWYQjT5ie/2ySn5l2+8hOzw0AAAAAMjAAAABgJ070mYbS3R/NIqh4wtr1VXW/JJXkjXtwmo9Oy1PXb+jutyT5P9evr6qnTz/uxfkBAABYttWauwKATcnAAAAA2BMysKGc0DMNHcdjpuXL9mCsr5uW79nKzlV1SpIfSLKa5OV7cH4AAAAA2IgMDAAAANjQCd00VFUnVdVpG6x/dJKHZ3F/9Zet23ajqjqrqm61bv29qupLNhjr/kmeOD196bptp1bVddatOznJryc5I8mvd/fF231dAAAAAHCUDAwAAADYiUN3e7KqenCSB09PT5+W51TVi6afP9bdT55+vn6SD1fVXyR597TuG7K4p/rFSR7S3VevO8VDkrwwyYuTPHLN+l9I8hVV9dokH5jWfWWS+08//0x3v37dWPdL8ttV9ZdJ3p/khkm+PYuw5BVJnhwAAAAAWEcGBgAAACzboWsaSnL3JI9Yt+7M6ZEk78sXgojPZzH18X2SfPO07uIkT0vyS919xTbO+5IswpSvTfJtSU5O8uEkf5Dked194QbHvDPJXye5b5JbJLkyyZuTPD3J73b36jbODwAAAMA47h4ZGAAAALBE1d1z18AuVNVFSc5OrnPcfQEAAPbPkSRJd9fMhexaVV1099NXzv7rx9xk7lJmc+/f+mTedOk1f9fd95i7FmBMMjAAAODgOpIkhz43kYEtjJaDnTR3AQAAAAAAAAAAwP7SNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAINZmbsAAAAAOBRWXXcDAAAAwAlOBjYU7zYAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmZe4CAAAA4DDo1Zq7BAAAAABYKhnYWMw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg1mZuwAAAAA48DrprrmrmE/PXQAAAAAASzd6BpYMl4OZaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAazMncBAAAAcPBVsjrydTc1dwEAAAAALN3oGVgyWg42+rsNAAAAAAAAAADD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDWZm7AAAAADgMerXmLgEAAAAAlkoGNhYzDQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBW5i4AAAAADrrupLvmLmM23XNXAAAAAMCyjZ6BJePlYGYaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwazMXQAAAAAcfJWsjnzdTc1dAAAAAABLN3oGloyWg43+bgMAAAAAAAAAwHA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBW5i4AAAAADoNerblLAAAAAIClkoGNxUxDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwmJW5CwAAAIADr5PumruK+fTcBQAAAACwdKNnYMlwOZiZhgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAh8Kq624AAAAAOMHJwIbi3QYAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMGszF0AAAAAHHyVXq25i5jRyK8dAAAAYBSjZ2DJaDmYmYYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwK3MXAAAAAAdeJ901dxXz6bkLAAAAAGDpRs/AkuFyMDMNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYFbmLgAAAAAOuk7SqzV3GbPpuQsAAAAAYOlGz8CS8XIwMw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgVuYuAAAAAA6DbtfdAAAAAHBik4GNxbsNAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDWZm7AAAAADjwupLVmruK+fTArx0AAABgFKNnYMlwOZiZhgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAh0F3zV0CAAAAACyVDGwsZhoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBrMxdAAAAABwGvVpzlwAAAAAASyUDG4uZhgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAh0G3624AAAAAOLHJwMbi3QYAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMGszF0AAAAAHHTdlV6tucuYTfe4rx0AAABgFKNnYMl4OZiZhgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDArcxcAAAAAh0F3zV0CAAAAACyVDGwsZhoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBrMxdAAAAABwG3TV3CQAAAACwVDKwsZhpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAANgXVfULVfWaqnp/VV1ZVZ+oqv9dVU+rqpttY5xLqqo3eVy6zNcAAAAAAMdymDKwlb0YBAAAAE5onfRqzV3FfHrPRnpikr9L8hdJPpLk1CRfl+S8JD9UVV/X3e/f4lifSvLsDdZfsfsyAQAAAAY0egaW7FUOdmgyME1DAAAAwH65YXd/bv3Kqvq5JE9J8pNJHrfFsS7r7vP2sDYAAAAA2AuHJgNzezIAAABgX2wUlkz+YFreab9qAQAAAIBlOEwZmJmGAAAAgLl957R8yzaOOaWq/nWSL0vymenYC7r7yF4XBwAAAAB74MBlYJqGAAAAgK04q6ou2mhDd99jOwNV1ZOTnJbkRkm+Jsl9sgg8fn4bw5ye5CXr1r23qh7V3a/bTj0AAAAAsMae5GCHIQPTNAQAAADHVeke+Q7ftdcDPjnJLdc8f1WSR3b3R7d4/AuTXJjkrUkuT3Jmkscn+aEkr6yqc7r7zXtYLwAAAMAARs/Akj3OwQ58BqZpCAAAANiKd2x3RqHNdPfpSVJVt0zy9VlcXfW/q+o7uvvvtnD809et+vskj62qK5I8Kcl5SR6yF7UCAAAAMJw9ycEOQwY2eosYAAAAMJPu/nB3/7ckD0hysyS/u8shf2NafuMuxwEAAACAPXGQMzBNQwAAAMCsuvt9Sd6W5Cuq6kt3MdRHpuWpu68KAAAAAPbOQczANA0BAAAAB8Gtp+WRXYxxzrR8zy5rAQAAAIBlOFAZ2MpuBwAAAIATXSfp1Zq7jNn0HoxRVWcluay7L123/qQkz0hyiySv7+5PTutPTnLHJFd398Vr9v+KJB/q7k+sG+f2SZ43PX3pHpQMAAAAMJTRM7Bk9znYYcvANA0BAAAA++Fbk/zfVXVBkouTfDzJLZPcN8mZSS5N8pg1+98myduTvC/JGWvWPyzJT1TV+Unem+TyLIKVBya5bpI/S/LMZb4QAAAAANjEocrANA0BAAAA++Evk/xmknsn+aokN07ymSTvTPKSJM9Zf+XUJs5PcpckX53FVMynJrksyV9N47yku/diciQAAAAA2K5DlYFpGgIAAACWrrv/PsmPbGP/S5J80XzY3f26JK/bu8oAAAAAYG8ctgzspGWfAAAAAAAAAAAAOFjMNAQAAABb0P1FF/wAAAAAwAlFBjYWMw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgVuYuAAAAAA68Trpr7irm03MXAAAAAMDSjZ6BJcPlYGYaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwazMXQAAAAAcBr1ac5cAAAAAAEslAxuLmYYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwJ3zTUFV9d1U9t6ourKpPV1VX1UuPsf9pVfWMqnp7VX2uqi6rqtdU1bfv4NynVNWPVNXfVtXHquqKadznVNXtd/fKAAAA2D+V7nEfSc39BgBbIAcDAABgd+bPoeZ+jJaDnfBNQ0l+Osnjk9w9yQePtWNV3TjJG6ZjjiR5fpI/TPIvkryiqn5sqyetqpUkr0nyvCQ3SPL7SX4jyUeS/GiSN1fV/7G9lwIAAAAAm5KDAQAAAFu2MncB++CJST6Q5N1J7pvk/GPse16SuyX5oyTf093XJElV3TzJ3yZ5ZlW9srvftYXzPiTJvbMITB7Q3atHN1TV05M8NcmTk/yb7b4gAAAAANiAHAwAAADYshN+pqHuPr+739XdvYXdHzotn3o0KJnG+GiSZyU5Ocljt3jqM6flK9YGJZM/mZY33+JYAAAAAHBMcjAAAABgO074pqFtOn1avmeDbUfXfdMWx3rrtPy2qlr/e/6OafmX26gNAAAAAPaKHAwAAAAGN8LtybbjY0luleQOSd62btvRK6bO2uJYr8hieueHJvl/q+ovk1yV5B5J7pPkuVnc531LquqiTTZttR4AAAB2qJN0j3vdzVamLAEOnQOZg8nAAAAA5jN6BpaMl4ON/W5/sT+dludV1XWOrqyqmyX58enpKVV1veMNNE0D/d1Z3B/+Lkl+LIt7t98vyQVJfq+7j+xd6QAAAACwZXIwAAAAGJyZhq7tqUkekORhSe5aVa9Jcv0kD0pyeZLPTs+PG3JU1XWT/G6Sb0vyI1ncv/2zSe6d5DlJLqiqh3X3n2w+yhd09z02Oc9FSc7eyhgAAAAAMDmQOZgMDAAAAPaPmYbW6O5Lk3xtFmHGqUkel0VQ8qdJ/mWS6yX5VHdftYXhfiKL0OWnuvv53X1pd3+6u1+ZxZVXJyf5lSW8DAAAAAA4JjkYAAAAYKahdbr7o0meMD3+WVXdL0kleeMWh/qOaXn+Bud4c1V9Isntq+pm3f3xXZQMAAAAANsmBwMAAICxaRrausdMy5dtcf9TpuXN12+oqlOS3HB6upWrtQAAAJhTJ6tdc1cxn567AGCfycEAAABGNHoGlgyXg7k92RpVdVJVnbbB+kcneXiSN2VdWFJVN6qqs6rqVusOu3BaPmUKR9Y6L4uGrTd29+V7UTsAAAAAbJUcDAAAADjhZxqqqgcnefD09PRpeU5VvWj6+WPd/eTp5+sn+XBV/UWSd0/rviHJPZNcnOQh3X31ulM8JMkLk7w4ySPXrP+5JN+Z5JuSvKOqXpXkyiT3nsa7MuumfgYAAACAnZKDAQAAANtxwjcNJbl7kkesW3fm9EiS9yU5GpZ8PsnLk9wnyTdP6y5O8rQkv9TdV2z1pN39wao6O8l/TPLAJI/KYmanDyV5UZJf6O53bPO1AAAAAMBm7h45GAAAALBFJ3zTUHefl8U0yFvZ9+okP7jN8V+URfix0baPZhHEPHmj7QAAAACwV+RgAAAAwHac8E1DAAAAsBd6teYuAQAAAACWSgY2lpPmLgAAAAAAAAAAANhfmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwK3MXAAAAAAdfpbvmLmJGI792AAAAgFGMnoElo+VgZhoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBrMxdAAAAABx0naS75i5jNj13AQAAAAAs3egZWDJeDmamIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMzK3AUAAADAgddJd81dxXx67gIAAAAAWLrRM7BkuBzMTEMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCYlbkLAAAAgMNgtV13AwAAAMCJTQY2Fu82AAAAAAAAAAAMRtMQAAAAAAAAAAAMRtMQAAAAAAAAAAAMRtMQAAAAAAAAAAAMZmXuAgAAAODgq/RqzV3EjEZ+7QAAAACjGD0DS0bLwcw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg1mZuwAAAAA46DpJd81dxmx67gIAAAAAWLrRM7BkvBzMTEMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAP8fe3cebvtZ1gf/eycrgkQTeFGGapVBIdeFrQooCJZREbSADKnYylQGsfSNEXxLZbAB9SpWK4MogyhRrA0KLw4lgkoSptQpTC8ypAwBrIkRI2EIIDn7fv9Y69DNZp+cvc9ea//22s/nc13r+p31rOf3PPc6h3/y5V7PDwAAAAYzm7oAAAAAOPA66a6pq5hOT10AAAAAACs3egaWDJeDOWkIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGM5u6AAAAAFgHG11TlwAAAAAAKyUDG4uThgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCzqQsAAACAddBdU5cAAAAAACslAxuLk4YAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAws6kLAAAAgIOuU+muqcuYTGfc7w4AAAAwitEzsGS8HMxJQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJjZ1AUAAADAOtjomroEAAAAAFgpGdhYnDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDmU1dAAAAABx4nXTX1FVMp6cuAAAAAICVGz0DS4bLwZw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg5kte8GqOiPJ1yX5qiSfSXJlkv+vuz+x7L0AAABgv3TX1CUAB4gMDAAAgMNIBjaWpTQNVdW9kjwmyXdlHpRstVFVb0vyyiS/1t0fW8a+AAAAALBfZGAAAADAYbKnpqGqenCSn0lymySV5H8n+b0kVyS5KsmXJ7lxkjOSfEuSOyZ5ZlX9RpKf7O6/3cv+AAAAALBqMjAAAADgMDrhpqGqemOS70zyniQ/keS87v7Idcz/siT3TPLIJD+U5GFV9fDu/v0TrQEAAAAAVkkGBgAAABxWezlp6CuTfP9OA4/u/sckr0vyuqq6SZKnJrntHvYHAAAAgFWTgQEAAACH0gk3DXX3t+7h3iuTnH2i9wMAAMB+6iQbXVOXMZmeugCYkAwMAACAUYyegSXj5WAnTV0AAAAAAAAAAACwv/byeLIdqaqvSvIvklyT5E+6+8iq9wQAAACA/SQDAwAAANbN0k4aqqofqao/q6r/a9PYHZK8J8krk5yf5OKqOnVZewIAAADAfpKBAQAAAIfFMh9P9gNJuruv2jT2c0lulORlmQcm35bkCUvcEwAAAAD2kwwMAAAAOBSW+Xiyb0zymqNvFkcy3z3JS7v7hxdjf5bkXyf5r0vcFwAAAFas0l1TFzGhkb87fAkZGAAAAIfU6BlYMloOtsyThm6c5MpN7++6uL5609ibknz9EvcEAAAAgP0kAwMAAAAOhWU2DV2V5Ks2vb97ko0kF28a6yTXX+KeAAAAALCfZGAAAADAobDMpqH3JLl/Vd24qm6Y+fPd/6K7P7Fpzi2SXLHEPQEAAABgP8nAAAAAgENhmU1Dz0ty8yR/neSjSW6W5JePflhVJyf5ziTvWOKeAAAAALCfZGAAAADAoTBb1kLd/ftV9YQkj18M/bfu/s1NU74r82OZX7esPQEAAABgP8nAAAAAgMNiaU1DSdLdL0nykmN89rokN1rmfgAAALBfumvqEoADQgYGAADAYSUDG8vSHk9WVR+sqhcsaz0AAAAAOGhkYAAAAMBhsbSmoSRfneQTS1wPAAAAAA4aGRgAAABwKCyzaeivktx6iesBAAAAwEEjAwMAAAAOhWU2DT0/yf2r6p8vcU0AAAAAOEhkYAAAAMChMFviWn+d5E+SvKWqXpzkL5JckaS3TuzuNy5xXwAAAFip7mSja+oyJtNf8l/2MDQZGAAAAIfS6BlYMl4OtsymoYsyD0cqyZOyTVCyyclL3BcAAAAA9stFkYEBAAAAh8Aym4aelesOSQAAAABg3cnAAAAAgENhaU1D3X3OstYCAAAAgINIBgYAAAAcFidNXQAAAAAAAAAAALC/lvl4MgAAADi0umvqEgAAAABgpWRgY1la01BVXbDDqd3d917WvgAAAACwX2RgAAAAwGGxzJOG7nGczztJLa4AAAAAsI7ucZzPZWAAAADAWjhpWQt190nbvZLcKMl9krw9ySuSfNmy9gQAAACA/SQDAwAAAA6LpTUNHUt3X93df5Lku5PcPcmTV70nAAAAAOwnGRgAAACwbpb5eLLr1N1XVdX5SR6b5L/s174AAACwDBtdU5cArAEZGAAAAOtMBjaWlZ80tMUnknzdPu8JAAAAAPtJBgYAAAAcePvWNFRVX57k+5JcuV97AgAAAMB+koEBAAAA62Jpjyerqkdcxx7/NMm/TvINSX5+WXsCAAAAwH6SgQEAAACHxdKahpKcm6S3GT/6wLuNJL+Z5OlL3BMAAAAA9tO5kYEBAAAAh8Aym4YefYzxjST/kOQvu/uKJe4HAAAA+6TSX+gHGNHI3x2+hAwMAACAQ2r0DCwZLQdbWtNQd//6stYCAAAAgINIBgYAAAAcFidNXQAAAAAAAAAAALC/lvl4siRJVX1dkkck+dYkN0xydZK3Jnl5d3942fsBAAAAwH6TgQEAAADrbqlNQ1X1uCTPT/Jl+eIHvX1/kqdX1Y9294uXuScAAAAA7CcZGAAAAHAYLK1pqKruneRFST6Z5OeSXJDk8iQ3T3KvJGcl+aWqen93v35Z+wIAAMCqdZLuOu68w6qnLgAOEBkYAAAAh9XoGVgyXg62zJOG/p/Mw5I7dPcHNo2/L8lFVfXrSS5ZzBOYAAAAALCOZGAAAADAoXDSEtf69iS/vSUs+YLF+O8s5gEAAADAOpKBAQAAAIfCMpuGvjzJx44z5+8W8wAAAABgHcnAAAAAgENhmU1DH878ue3X5Z5JPrLEPQEAAABgP8nAAAAAgENhtsS1Xp3kP1TVLyd5and//OgHVXV6kmdlfizzf1ningAAALAvNrqmLgE4GGRgAAAAHFoysLEss2noPyd5QJInJPk3VfWOJJcnuVmSb0nylUneu5gHAAAAAOtIBgYAAAAcCkt7PFl3fyLJXZL8SpKTk3xnkjOT/IvF+19JctfFPAAAAABYOzIwAAAA4LBY5klD6e6rk/xwVT0xyRlJTk9ydZL3dffnl7kXAAAAAExBBgYAAAAcBks7aWiz7r62u9/V3W9ZXIUlAAAAMLiq+tmqen1VfbSqPlNVV1XV26rqP1XVjXe51tdW1a9V1d9U1eeq6rKqem5V3WhV9cNWMjAAAABgq3XKwJZ60hAAAAAcSp1019RVTKeXttKPJXlrkj9OcmWSU5PcOck5SR5fVXfu7o8eb5GqunWSi5PcJMnvJXlvkm9P8qNJ7ltVd+3uv19a1QAAAAAjGD0DS5aVg61NBranpqGq+rUTuK27+zF72RcAAABYS6d192e3DlbVzyR5apKfSPLvdrDOL2celpzV3b+4aZ1fyDyU+ZkkT1hKxRAZGAAAALAra5OB7fWkoUcdY7yTHKv9rJMITAAAAGAw24UlC7+deWDyjcdbo6puleQ+SS5L8ktbPv5PSR6f5OFV9eTu/vSJVwtf5FHHGJeBAQAAAF9knTKwvTYNPXqbse9P8oBjfAYAAACw1f0X13fuYO69Ftc/6u6NzR909yer6i2ZByp3TvL65ZXI4GRgAAAAwF4duAxsT01D3f3rW8eq6hZJHrDdZwAAAMDaOqOqLtnug+6+w24WqqofT/IVSU5Pcsck35l5WPLsHdx+28X10mN8/r8yD0xuE01DLIkMDAAAAIaylBxsHTKwvZ40BAAAAIdeJ9noYz2B6PDr5S/540luuun9a5M8qrv/bgf3nr64Xn2Mz4+O3/DESgMAAAAY0+gZWLL0HOzAZ2CahgAAAICdeO9uTxQ6lu6+WZJU1U2T3CXzX1e9rar+ZXe/dY/LH022VtDrBAAAAMAAlpKDrUMGdtIeiwAAAAA4Id39t9396syPUr5xkt/YwW1Hf0V1+jE+P23LPAAAAACYzEHOwDQNAQAAAJPq7g8neXeS21XVVx1n+vsW19sc4/NvXFyP9bx3AAAAANh3BzED0zQEAAAAHAT/ZHE9cpx5Fy6u96mqL8o1quork9w1yWeS/OlyywMAAACAPTtQGdhsLzdX1U9uM3yPxWfPyP95htpm3d0/tZd9AQAAYH9Vurf7T9xR7P27V9UZST7e3VdsGT8pyU8luUmSi7v7HxbjpyS5dZLPd/cHjs7v7g9U1R9lfpzzE5P84qblnpnk1CQv7u5P77loWJCBAQAAMIbRM7BkrznYumVge2oaSnJOks72f2vP3PL+6LzO/C8CAAAAGMd9k/xcVb0xyQeS/H2Smya5e5JbJbkiyeM2zf+aJO9J8uEkt9iy1r9LcnGS51fVvRfz7pTknpkfyfy0lX0LRnVOZGAAAADA8a1VBrbXpqGtoQgAAADAdv4kyUsyPzr5m5PcMMmnMw84Xp7k+d191U4WWvzS6o5JnpV5EPO9SS5P8vwkz9zpOrALMjAAAABgJ9YqA9tT01B3C0wAAACA4+rud2V+lPJO51+W6zgPurs/muTRe68Mjk8GBgAAAOzEumVgJ61qYQAAAAAAAAAA4GDa6+PJAAAAYAgbx/7BDwAAAAAcCjKwsZzwSUNV9YtVdbM93P+gqvrBE70fAAAAAFZNBgYAAAAcVnt5PNm/SfKBqnphVd1pJzdU1elV9cNV9dYkr0xy4z3sDwAAAACrJgMDAAAADqW9PJ7s1kl+Ksnjkzy+qj6a5C1J/jLJ5Un+Icn1Mw9Fzkhy5yTfluR6Sd6T5F929x/uYX8AAAAAWDUZGAAAAHAonXDTUHf/Q5J/X1U/m+QJSR6V5AcXr94yvZIcSfL6JL+c5H9098aJ7g0AAAAA+0EGBgAAABxWezlpKEnS3R9N8rQkT6uq2yX5ziRfl/mvqz6T5Mok70zypu7+xF73AwAAAID9JgMDAAAADps9Nw1t1t1/leSvlrkmAAAAHATdNXUJwAEhAwMAAOCwkoGN5aSpCwAAAAAAAAAAAPaXpiEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABjMWjUNVdWNq+qxVfXqqnp/VX2mqq6uqjdX1WOqatvvU1V3qarzq+qqqrqmqt5ZVWdX1cknUMOO16qqy6qqj/N6xon8XQAAALB/OslG17CvnvofAAYjAwMAAGAKo2dgI+Zgs6kL2KUzk7wwyeVJLkzykSQ3TfLgJC9Ncr+qOrO7v/DvWFUPTPKqJJ9N8ookVyW5f5LnJLnrYs0dOYG1npvkhtstleQnkpyS5A93uj8AAAAAQ5CBAQAAACu3p6ahqrpbksu6+yNLqud4Lk3ygCSv6e6NTXU8NcmfJ3lI5uHJqxbjpyX5lSRHktyju/9yMf6MJBckeWhVPay7zzvexieyVnc/9xhrfU/mYcnbjq4DAAAAwMEkA5OBAQAAwGG018eTXZjkUUuoY0e6+4Lu/oPNYcli/IokL1q8vcemjx6a5KuTnLc5mOjuzyZ5+uLtj+xw+2Wu9fjF9cU7nA8AAADAdGRgMjAAAAA4dPbaNFRLqWI5Pr+4Xrtp7F6L62u3mf/GJNckuUtVXW8H6y9lraq6aebHOX8qyW/tYF8AAAAApiUD2+VaMjAAAAA4+Pb0eLKDoqpmSR6xeLs50Ljt4nrp1nu6+9qq+lCS2yW5VZL3HGebZa31bzM/lvnc7v7kcfb8gqq65BgfnbHTNQAAADhBnXQfpJ6BfdZTFwAkMrCdrgEAAMAJGj0DS4bLwfZ60tBB8ewk35Tk/O5+3abx0xfXq49x39HxG+5gjz2vVVWV5LGLty/ZwZ4AAAAAcJQMDAAAAFiaZZw0NGmfVVWdleTJSd6b5OG7vX1xXcZ32Mla35X5r7DeuvmZ8DvR3XfYdtP5r69uv5u1AAAAANg1GdjO15KBAQAAwBpYxklD51TVkV28rj3+kjtTVU9M8rwk705yz+6+asuUo798Oj3bO23LvOuyjLUev7j6hRUAAADAepGB7XwtGRgAAACsgWU0DdUuX0t5JFpVnZ3kBUnelXlYcsU20963uN5mm/tnSW6Z5NokH9zBlntaq6pukuSBST6V5Ld2sB8AAAAAB4cMTAYGAAAAh8pSThrq7pN289rrhlX1lCTPSfL2zMOSK48x9YLF9b7bfHa3JDdIcnF3f24H2+51rUcnOSXJf+/uT+5gPwAAAA6QjYFfQBIZ2E7XkoEBAACssalzqKlfo1nKL572U1U9I8mzk1yS5N7d/bHrmP7KJB9L8rCquuOmNa6f5KcXb1+4Zf3Tq+qMqrr5XtfaNKeSPHbx9sXXUS8AAAAAyMAAAACAlZtNXcBuVNUjkzwryZEkb0py1jyL+CKXdfe5SdLdn6iqx2UedlxUVecluSrJA5LcdjH+ii33PyjJy5L8epJHHR08wbWOuleSb0jy1u6+ZNdfHAAAAIBhyMAAAACA/bBWTUOZPzM9SU5OcvYx5rwhyblH33T371bV3ZM8LclDklw/yfuTPCnJ87u7d7r5HtZ6/OL6kp3uBQAAAMCwZGAAAADAyq1V01B3n5PknBO47y1JvneHc8/NpsBlL2ttuucHkvzAbu4BAAAAYEwyMAAAAGA/7LVp6JZJPr6EOgAAAODA6lS6v+TRQMPojPvdYUEGBgAAwKE3egaWjJeD7alpqLs/fKzPquqUJD+S+bPMK/Mjk3+puz+3lz0BAAAAYD/JwAAAAIDD6KS93FxVj6iqj1TVvbeMn5TkfyR5TpIHJLl/kp9LckFVrdUj0QAAAAAYmwwMAAAAOIz21DSU5LuTfGWSi7aM/+Dis79N8tjMn2X+Z0nunOQxe9wTAAAAAPaTDAwAAAA4dPbaNHT7JBd395Et4z+UpJM8ort/rbt/J8l9klyd5F/tcU8AAAAA2E8yMAAAAODQ2esxyTdNcsE243dJ8rfd/SdHB7r7U1X1msyDEwAAAFgrG11TlwBMRwYGAADAEGRgY9nrSUOnJfn05oGq+obMj2t+yzbz/zrJDfe4JwAAAADsJxkYAAAAcOjstWnoH5LccsvYty2ub9tm/izJp/a4JwAAAADsJxkYAAAAcOjstWnobUm+r6puvmnsYZk/y/0N28z/xiSX73FPAAAAANhPMjAAAADg0Nlr09CvJrlBkv9ZVb9QVf8jyf2TfKC7v+ho5qqaJfkXSd6xxz0BAAAAYD/JwAAAAIBDZ7aXm7v7d6rqu5M8NsnZi+Grkzxum+n3T3KjJH+8lz0BAABgCp2augRgIjIwAAAARiEDG8uemoaSpLsfX1XnJrlrkr9P8tru/pttpl6T5MeS/P5e9wQAAACA/SQDAwAAAA6bPTcNJUl3X5zk4uPMeV1VvSHJly1jTwAAAADYTzIwAAAA4DA5aZ/3e2GSq/Z5TwAAAADYTzIwAAAA4MDb76ahJB6ABwAAAMChJwMDAAAADrSlPJ4MAAAADrNOstHj/v//PXUBAAAAAKzc6BlYMl4ONsVJQwAAAAAAAAAAwIQ0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBme7m5qo4sqxAAAAA4yDZ66gqAqcjAAAAAGIUMbCx7ahpKUidwj/+JAQAAALBOZGAAAADAobOnpqHu9ngzAAAAAA41GRgAAABwGAk8AAAAAAAAAABgMJqGAAAAAAAAAABgMHt6PBkAAACMolNTlwAAAAAAKyUDG4uThgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCzqQsAAACAg667stE1dRmT6YG/OwAAAMAoRs/AkvFyMCcNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYGZTFwAAAADroHvqCgAAAABgtWRgY3HSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGY2dQEAAACwDjZSU5cAAAAAACslAxuLk4YAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAws6kLAAAAgHXQXVOXAAAAAAArJQMbi5OGAAAAAAAAAABgMJqGAAAAAAAAAABgMJqGAAAAAAAAAABgMJqGAAAAAAAAAABgMLOpCwAAAICDrpNsdE1dxmR66gIAAAAAWLnRM7BkvBzMSUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCY2dQFAAAAwDroqQsAAAAAgBWTgY3FSUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCY2dQFAAAAwDrY6Jq6BAAAAABYKRnYWJw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg5lNXQAAAAAcdJ1kY+oiJtRTFwAAAADAyo2egSXj5WBOGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMHMpi4AAAAADryudNfUVUxn5O8OAAAAMIrRM7BkuBzMSUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCY2dQFAAAAwDrY6Jq6BAAAAABYKRnYWJw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg5lNXQAAAAAcdL14jWrk7w4AAAAwitEzsGS87++kIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAABgHWx0TV0CAAAAAKyUDGwsThoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBzKYuAAAAANbBxtQFAAAAAMCKycDG4qQhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzGzqAgAAAOCg6yTdNXUZk+mpCwAAAABg5UbPwJLxcjAnDQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBmUxcAAAAA62Bj6gIAAAAAYMVkYGNx0hAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmNnUBAAAAsA66a+oSAAAAAGClZGBjcdIQAAAAAAAAAAAMRtMQAAAAAAAAAAAMRtMQAAAAAAAAAAAMRtMQAAAAAAAAAAAMZjZ1AQAAAHDgdbLRUxcxoZG/OwAAAMAoRs/AkuFyMCcNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYGZTFwAAAAAHXS9eoxr5uwMAAACMYvQMLBnv+ztpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAFi5qrpxVT22ql5dVe+vqs9U1dVV9eaqekxV7TijqKrLqqqP8bpild8DAAAAAI5l3TKw2TIWAQAAgMOtstE1dRETWsp3PzPJC5NcnuTCJB9JctMkD07y0iT3q6ozu7t3uN7VSZ67zfin9l4qAAAAwIhGz8CSJeRga5WBaRoCAAAA9sOlSR6Q5DXdvXF0sKqemuTPkzwk8/DkVTtc7+Pdfc6yiwQAAACAPVirDMzjyQAAAICV6+4LuvsPNocli/Erkrxo8fYe+14YAAAAACzJumVgThoCAAAApvb5xfXaXdxzvar6oSRfl+TTSd6Z5I3dfWTZxQEAAADAEhy4DEzTEAAAALATZ1TVJdt90N13ONFFq2qW5BGLt6/dxa03S/LyLWMfqqpHd/cbTrQeAAAAAIa39BzsoGZgHk8GAAAAO7Ax8GvFnp3km5Kc392v2+E9L0ty78xDk1OT/LMkL05yiyR/WFXfvII6AQAAAA69qXOoqV8rdCAzMCcNAQAAADvx3r2cKLSdqjoryZOTvDfJw3d6X3c/c8vQu5I8oao+tVjvnCQPWlKZAAAAAIxlqTnYQc7AnDQEAAAA7LuqemKS5yV5d5J7dvdVS1j2RYvr3ZawFgAAAADsyUHPwDQNAQAAAPuqqs5O8oLMfx11z+6+YklLX7m4nrqk9QAAAADghKxDBqZpCAAAANg3VfWUJM9J8vbMw5Irr/uOXfmOxfWDS1wTAAAAAHZlXTKw2V4XAAAAgMOuk3TX1GVMppe0TlU9I8mzklyS5D7XdRxzVZ2S5NZJPt/dH9g0frskl2+9t6q+PvNfbiXJby6pZAAAAIBhjJ6BJcvJwdYpA9M0BAAAAKxcVT0y87DkSJI3JTmr6ktCqMu6+9zFn78myXuSfDjJLTbNOTPJf6yqC5N8KMknMw9Wvi/J9ZOcn+TnV/IlAAAAAOA6rFsGpmkIAAAA2A+3XFxPTnL2Mea8Icm5x1nnwiS3TfKtmR/FfGqSjyd5c5KXJ3l5dy/rcCQAAAAA2I21ysA0DQEAAAAr193nJDlnF/MvS/IlP8Pq7jdkHqwAAAAAwIGybhnYSaveAAAAAAAAAAAAOFg0DQEAAAAAAAAAwGA8ngwAAAB2YGPqAgAAAABgxWRgY3HSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGatmoaq6sZV9diqenVVvb+qPlNVV1fVm6vqMVW17fepqrtU1flVdVVVXVNV76yqs6vq5F3s/Y1V9ZSquqCqPlpV/1hVf1tVv1dV97yO+25VVb+66Z4rquq/V9UZJ/J3AAAAAMDhJgMDAAAA9sNs6gJ26cwkL0xyeZILk3wkyU2TPDjJS5Pcr6rO7O4+ekNVPTDJq5J8NskrklyV5P5JnpPkros1d+KnkvxAkncnOX+xzm2TPCDJA6rqR7v7+ZtvqKrbL+o8LckFSc5L8k+TPCTJ/avqu7r7T3f5dwAAAMAE/s9/aQKsnAwMAACAScjAxrJuTUOXZh5QvKa7N44OVtVTk/x55kHEgzMPSFJVpyX5lSRHktyju/9yMf6MzAOMh1bVw7r7vB3s/dokP9vdb9s8WFV3T/LHSX6uqn6nuy/f9PGvZh6WPKm7n7Ppnu9I8sYkv1FVt+vuz+/mLwEAAACAQ00GBgAAAKzcWj2erLsv6O4/2ByWLMavSPKixdt7bProoUm+Osl5R8OSxfzPJnn64u2P7HDvc7eGJYvxNyS5KMmXJbnL0fGqulWSb0lyZZLnbbnnfyb5vSTfmOS+O9kfAAAAgDHIwAAAAID9sFZNQ8dx9JdK124au9fi+tpt5r8xyTVJ7lJV11vB3jdbXC/bGvAsfHBxvfce9wYAAABgHDIwAAAAYCnW7fFk26qqWZJHLN5uDkduu7heuvWe7r62qj6U5HZJbpXkPSe499dnHnpck3kIc9THFtevr6ra/Iz5hVstrmfscJ9LjvHRju4HAAAAYL3JwAAAAIBlOhRNQ0meneSbkpzf3a/bNH764nr1Me47On7DE9l08eus/5bkekn+Q3f/w9HPuvvSqro0yW2S/N9Jnr/pvjsleeDi7Y1OZG8AAAD2TyfZSE1dxmS2dgAAk5GBAQAAsDKjZ2DJeDnY2jcNVdVZSZ6c5L1JHr7b2xfXXf+7V9XJSV6e5K5JXpHk57eZ9sOZ/+rreVV1/yRvT/K1SR6c5N1J/nmSIzvZr7vvcIw6Lkly+12WDwAAAMAakYHJwAAAAGDZ1rppqKqemOR5mYcP9+7uq7ZMOforqtOzvdO2zNvpvicn+c0kZyb57SQ/tM3Ry+nui6rq25M8PcndF6+PJvnpJO9I8ntJrtzN3gAAAACMRQYGAAAArMLaNg1V1dlJnpPkXZmHJdsFD+9LcsfMj0f+ouehL54Bf8sk1yb54C72nSX5rczDkt9K8ojuPuYvpbr7nUn+1TbrPHPxx7/Y6d4AAAAAjEUGBgAAAKzKSVMXcCKq6imZhyVvT3LPY4QlSXLB4nrfbT67W5IbJLm4uz+3w32/LMkrMw9LfiPJw68rLLmOda6X5BFJNpKct9v7AQAAADj8ZGAAAADAKq1d01BVPSPJszP/1dS9u/tj1zH9lUk+luRhVXXHTWtcP/PjkZPkhVvWP72qzqiqm28Zv16SVyd5YJJfTfLo7t44Tq2nLo5x3jx2ymLPWyR5YXd/4LrWAAAA4GDY6HFfwP6TgQEAADCFqXOoqV+jWavHk1XVI5M8K8mRJG9KclZVbZ12WXefmyTd/YmqelzmwclFVXVekquSPCDJbRfjr9hy/4OSvCzJryd51KbxFyX53swDmP+d5Ce32fui7r5o0/t7JnlpVf1J5s9xP22xxi2SvCbJj+/0uwMAAAAwBhkYAAAAsB/Wqmko8+evJ8nJSc4+xpw3JDn36Jvu/t2qunuSpyV5SJLrJ3l/kicleX5377RX7OjeX5XkJ69j3kWb/nxpkrckuXuSmyT5TJJ3JHlmkt843q+0AAAAABiSDAwAAABYubVqGuruc5KccwL3vSXzXzftZO652RS4bBq/xwnse2nmIQ0AAAAA7IgMDAAAANgPJ01dAAAAAAAAAAAAsL/W6qQhAAAAmEQnO36wz2E08ncHAAAAGMXoGVgyXA7mpCEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABjMbOoCAAAA4KDrJBupqcuYTE9dAAAAAAArN3oGloyXgzlpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABjObugAAAABYB91TVwAAAAAAqyUDG4uThgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCzqQsAAACAdbAxdQEAAAAAsGIysLE4aQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAajaQgAAAAAAAAAAAYzm7oAAAAAOOg6yUZPXcV0Bv7qAAAAAMMYPQNLxsvBnDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDmU1dAAAAAKyDnroAAAAAAFgxGdhYnDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDmU1dAAAAAKyDja6pSwAAAACAlZKBjcVJQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJjZ1AUAAADAOuieugIAAAAAWC0Z2FicNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIOZTV0AAAAAHHSdZGPqIibUUxcAAAAAwMqNnoEl4+VgThoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBzKYuAAAAAA68TrqnLmJCI393AAAAgFGMnoElw+VgThoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBzKYuAAAAANbBxtQFAAAAAMCKycDG4qQhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzGzqAgAAAOCg6yQbPXUV0xn4qwMAAAAMY/QMLBkvB3PSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGY2dQEAAACwDnrqAgAAAABgxWRgY3HSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGY2dQEAAACwDjZ66goAAAAAYLVkYGNx0hAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmNnUBAAAAcNB1ku6pq5jOwF8dAAAAYBijZ2DJeDmYk4YAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAwmoYAAAAAAAAAAGAws6kLAAAAgHWwMXUBAAAAALBiMrCxOGkIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGM5u6AAAAAFgHGz11BQAAAACwWjKwsThpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABqNpCAAAAAAAAAAABjObugAAAAA46HrxGtXI3x0AAABgFKNnYMl4399JQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJjZ1AUAAADAgdfJRk9dxIRG/u4AAAAAoxg9A0uGy8GcNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIOZTV0AAAAArIPuqSsAAAAAgNWSgY3FSUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCY2dQFAAAAwEHXSTamLmJCPXUBAAAAAKzc6BlYMl4O5qQhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzGzqAgAAAGAdbPTUFQAAAADAasnAxuKkIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAABgHfTUBQAAAADAisnAxuKkIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAADgoOskGz11FdMZ+KsDAAAADGP0DCwZLwdz0hAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmNnUBAAAAsA66p64AAAAAAFZLBjYWJw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAK1dVN66qx1bVq6vq/VX1maq6uqreXFWPqapdZRRV9bVV9WtV9TdV9bmquqyqnltVN1rVdwAAAACA67JuGdhsGYsAAADAYbcxdQHr78wkL0xyeZILk3wkyU2TPDjJS5Pcr6rO7O4+3kJVdeskFye5SZLfS/LeJN+e5EeT3Leq7trdf7+SbwEAAABwiMnA9mytMjBNQwAAAMB+uDTJA5K8pru/kD9V1VOT/HmSh2QenrxqB2v9cuZhyVnd/Yub1vqFJD+W5GeSPGF5pQMAAADAjqxVBubxZAAAAMDKdfcF3f0Hm8OSxfgVSV60eHuP461TVbdKcp8klyX5pS0f/6ckn07y8Ko6da81AwAAAMBurFsGpmkIAAAAmNrnF9drdzD3XovrH20TvnwyyVuS3CDJnZdXHgAAAADs2YHLwDyeDAAAANiJM6rqku0+6O47nOiiVTVL8ojF29fu4JbbLq6XHuPz/5X5r7Buk+T1J1oXAAAAAMNaeg52UDMwTUMAAABwHN3JRvfUZUxmxV/92Um+Kcn53f26Hcw/fXG9+hifHx2/4R7rAgAAABjK6BlYstIc7EBmYJqGAAAAgJ14715OFNpOVZ2V5MlJ3pvk4ctadnEdO+ECAAAA4EQtNQc7yBnYSUsoBAAAAGBXquqJSZ6X5N1J7tndV+3w1qO/ojr9GJ+ftmUeAAAAAEzioGdgmoYAAACAfVVVZyd5QZJ3ZR6WXLGL29+3uN7mGJ9/4+J6rOe9AwAAAMDKrUMGpmkIAAAA2DdV9ZQkz0ny9szDkit3ucSFi+t9quqLco2q+sokd03ymSR/usdSAQAAAOCErEsGpmkIAAAA2BdV9Ywkz05ySZJ7d/fHrmPuKVV1RlXdevN4d38gyR8luUWSJ2657ZlJTk3yG9396WXWDgAAAAA7sU4Z2GwvNwMAAMAoeuoC1lxVPTLJs5IcSfKmJGdV1dZpl3X3uYs/f02S9yT5cObhyGb/LsnFSZ5fVfdezLtTkntmfiTz05b/DQAAAAAOPxnY3qxbBqZpCAAAANgPt1xcT05y9jHmvCHJucdbqLs/UFV3zDyAuW+S701yeZLnJ3lmd1+112IBAAAA4ASsVQamaQgAAABYue4+J8k5u5h/WZIv+RnWps8/muTRe60LAAAAAJZl3TKwk1a18CpU1Y2r6rFV9eqqen9Vfaaqrq6qN1fVY6pq2+9TVXepqvOr6qqquqaq3llVZ1fVybvY+xZV1dfxOu867v2KqnpGVb2jqj5VVZ+sqr+qqpdU1Skn8ncBAAAAwOEkAwMAAAD2w7qdNHRmkhdmftzShUk+kuSmSR6c5KVJ7ldVZ3b3Fx6zV1UPTPKqJJ9N8ookVyW5f5LnJLnrYs3deEeS391m/F3bTa6qWyT54yTfkPnz6l6YeZfYLZI8NMmTknx+lzUAAAAAcHjJwAAAAICVW7emoUuTPCDJa7p74+hgVT01yZ8neUjm4cmrFuOnJfmVJEeS3KO7/3Ix/owkFyR5aFU9rLuP+Qupbbx9cZzUcS1+QfXqJF+f5IHd/ftbPj85ycZ29wIAAHCwbPTx5wAsiQwMAACAScjAxrJWjyfr7gu6+w82hyWL8SuSvGjx9h6bPnpokq9Oct7RsGQx/7NJnr54+yOrqzgPT/ItSZ63NSxZ1HFk8y/CAAAAAEAGBgAAAOyHdTtp6LocPd742k1j91pcX7vN/DcmuSbJXarqet39uR3u80+q6oeT3DjJ3yf5n939zmPM/deL67mLI5rvl+SGmR8p/dru/vsd7gkAAAAAiQwMAAAAWJJD0TRUVbMkj1i83RyO3HZxvXTrPd19bVV9KMntktwqyXt2uN13L16b978oySO7+yNb5n5b5s+Rv1+S/5wv/vv+dFWd1d2/tsN9AQAAABiYDAwAAABYprV6PNl1eHaSb0pyfne/btP46Yvr1ce47+j4DXewxzVJfirJHZLcaPG6e5ILMz8O+vVVderRyVV1vSSnJTklyc8leU7mz3W/cZJ/m6STvLSq7pUdqKpLtnslOWMn9wMAAACw9mRgAAAAwNKs/UlDVXVWkicneW/mz0/f1e2L63Gfqd7dVyb5yS3Db6yq+yR5c5I7JXlskuctPjt50/VV3f0fNt33sqr6iiTPT/KUJBfssm4AAAD2WR//Px0BVkYGBgAAwH6QgY1lrU8aqqonZh5QvDvJPbv7qi1Tjv6K6vRs77Qt83atu69N8tLF27ttGr8myT8u3r56m1uPjn37Dve5w3avzIMiAAAAAA4pGZgMDAAAAFZhbZuGqursJC9I8q7Mw5Irtpn2vsX1NtvcP0tyyyTXJvngHsv5u8X11C3jR/f/+Db3/MPi+uV73BsAAACAQ0oGBgAAAKzKWjYNVdVTMn8++tszD0uuPMbUo0ce33ebz+6W5AZJLu7uz+2xpDsvrluDl9cvrt+0zT1Hxy7b494AAAAAHEIyMAAAAGCV1q5pqKqekeTZSS5Jcu/u/th1TH9lko8leVhV3XHTGtdP8tOLty/csv7pVXVGVd18y/idqurLtqnnXkl+bPH2N7d8/OLMf8X1Y1X1tVv2/5nF2/Ouo34AAAAABiQDAwAAAFZtNnUBu1FVj0zyrCRHkrwpyVlVtXXaZd19bpJ09yeq6nGZBycXVdV5Sa5K8oAkt12Mv2LL/Q9K8rIkv57kUZvGfzbJ7arqoiR/vRj750nutfjzM7r74s0Ldfd7F78I+69J3lFVv5vk00m+J/Pjov9ssS4AAAAHWCfZ6KmrmM7AXx0mIQMDAABgCqNnYMl4OdhaNQ1l/vz1JDk5ydnHmPOGJOcefdPdv1tVd0/ytCQPSXL9JO9P8qQkz+/unf6bvzzzMOXbktwvySlJ/jbJbyd5QXe/abubuvsXqup9SZ6c5KFJrpf5Ec4/meTnu/szO9wfAAAAgDHIwAAAAICVq53nBRxEVXVJktvPMyQAAICD4kiSpLu/5GiMdVNVl5x+0lff/h6n/sDUpUzmok+/Ildv/N1bu/sOU9cCjEkGBgAAHFxHkmTtcxMZ2NxoOdhJUxcAAAAAAAAAAADsL01DAAAAAAAAAAAwmNnUBQAAAMA62Ji6AAAAAABYMRnYWJw0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg9E0BAAAAAAAAAAAg5lNXQAAAACsg+6eugQAAAAAWCkZ2FicNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIPRNAQAAAAAAAAAAIOZTV0AAAAAHHSdZGPqIibUUxcAAAAAwMqNnoEl4+VgThoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBaBoCAAAAAAAAAIDBzKYuAAAAANZBd09dAgAAAACslAxsLE4aAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwcymLgAAAADWwcbUBQAAAADAisnAxuKkIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAADgoOvubHRPXcZkeuDvDgAAADCK0TOwZLwczElDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwmNnUBQAAAMA66PTUJQAAAADASsnAxuKkIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAABgHWxMXQAAAAAArJgMbCxOGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMHMpi4AAAAADrpOspGeuozJjPvNAQAAAMYxegaWjJeDOWkIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGM5u6AAAAAFgHG91TlwAAAAAAKyUDG4uThgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCahgAAAAAAAAAAYDCzqQsAAACAddDpqUsAAAAAgJWSgY3FSUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCY2dQFAAAAwEHX6Wykpy5jMj3wdwcAAAAYxegZWDJeDuakIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAABgHWykpy4BAAAAAFZKBjYWJw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgZlMXAAAAAOug01OXAAAAAAArJQMbi5OGAAAAAAAAAABgMJqGAAAAAAAAAABgMJqGAAAAAAAAAABgMJqGAAAAAAAAAABgMLOpCwAAAICDrpNspKcuYzLjfnMAAACAcYyegSXj5WBOGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMHMpi4AAAAADr7ORm1MXcSEeuoCAAAAAFi50TOwZLQczElDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwmNnUBQAAAMBB10k20lOXMZlxvzkAAADAOEbPwJLxcjAnDQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGA0DQEAAAAAAAAAwGBmUxcAAAAA66CzMXUJAAAAALBSMrCxOGkIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGo2kIAAAAAAAAAAAGM5u6AAAAAFgHG+mpSwAAAACAlZKBjcVJQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJjZ1AUAAADAQdfV2aiNqcuYTFcnPXUVAAAAAKzS6BlYMl4O5qQhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYjKYhAAAAAAAAAAAYzGzqAgAAAGAdbGRj6hIAAAAAYKVkYGNx0hAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmNnUBAAAAcPB1NrIxdRET6qkLAAAAAGDlRs/AktFyMCcNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYDQNAQAAAAAAAADAYGZTFwAAAAAHXSfpbExdxmR66gIAAAAAWLnRM7BkvBzMSUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADAYTUMAAAAAAAAAADCY2dQFAAAAwDrYqI2pSwAAAACAlZKBjcVJQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMBhNQwAAAAAAAAAAMJjZ1AUAAADAwdfZyMbURUyopy4AAAAAgJUbPQNLRsvBnDQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACD0TQEAAAAAAAAAACDmU1dAAAAABx0naRzZOoyJtNTFwAAAADAyo2egSXj5WBOGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAAAAAAAAgMFoGgIAAABWrqoeWlW/WFVvqqpPVFVX1W+ewDqXLe7d7nXFKmoHAAAAgJ1apxxstoxFAAAA4HDrbGRj6iIm1MtY5OlJvjnJp5L8dZIz9rDW1Umeu834p/awJgAAAMDgRs/AktFyME1DAAAAwH74scxDkvcnuXuSC/ew1se7+5xlFAUAAAAAS7Y2OZimIQAAAGDluvsL4UhVTVkKAAAAAKzMOuVgmoYAAACAdXO9qvqhJF+X5NNJ3pnkjd19ZNqyAAAAAGCpVpqDaRoCAAAA1s3Nkrx8y9iHqurR3f2GKQoCAAAAgBVYaQ6maQgAAADYiTOq6pLtPujuO+xjHS9L8qYkf5Xkk0luleTfJ3l8kj+squ/o7nfsYz0AAAAAHC7D5GCahgAAAGAHNrIxdQkk6e5nbhl6V5InVNWnkjw5yTlJHrTfdQEAAAAcBjKwg2M/cjBNQwAAAMBOvHeff0m1Wy/KPCy529SFAAAAALDWhsnBTtp7LQAAAACTu3JxPXXSKgAAAABgtZaWg61V01BV3biqHltVr66q91fVZ6rq6qp6c1U9pqq2/T5VdZeqOr+qrqqqa6rqnVV1dlWdvIu9z62qPs7r9VvuuWwH9zxjr38vAAAAQL5jcf3gpFXAEsjAAAAAgOuwtBxs3R5PdmaSFya5PMmFST6S5KZJHpzkpUnuV1VndncfvaGqHpjkVUk+m+QVSa5Kcv8kz0ly18WaO/G7SS47xmcPT3KrJH+4Zfy5SW64zfxK8hNJTtnmHgAAABhaVZ2S5NZJPt/dH9g0frskl3f3VVvmf32SFyze/ua+FQqrIwMDAACAAUydg9WmbOHAq6p7ZX680mu6e2PT+M2S/HmSf5rkod39qsX4aUnen+T0JHft7r9cjF8/yQWZd1/9YHeft4eabpjkb5KcnORruvtjO7jne5K8Nsnbuvv2J7r3Yq1Lktx+vj0AAMBBcSRJ0t01cSF7VlWXnHLSV97+5je489SlTObya/40n9/45Fv38iz3qvr+JN+/eHuzJN+T+a+h3rQY+1h3//hi7i2SfCjJh7v7FpvWOCfJf8y8ieJDST6ZeajyfUmun+T8JA/q7n880TrhIJCBbbuWDAwAADigjiTJnnKTg0AGNjdaDrZWJw119wXHGL+iql6U5GeS3CPzX1UlyUOTfHWS3zgalizmf7aqnp7k9Ul+JMkJByaZ/8Lqy5Oct5OwZOHxi+uL97AvAAAArJNvSfLILWO3WryS5MNJfvw4a1yY5LZJvjXzJohTk3w8yZuTvDzJy3udfh0FxyADAwAAgLX2LVmTHGytmoaO4/OL67Wbxu61uL52m/lvTHJNkrtU1fW6+3MnuO/jFteX7GRyVd0086OhP5Xkt05wTwAAAFgr3X1OknN2OPeyzB9rtHX8DUnesMy6YA3JwAAAAOAAW6cc7FA0DVXVLMkjFm83hyO3XVwv3XpPd19bVR9KcrvMu7necwL7fkeSf5bk0u6+cIe3/dvMn+N+bnd/chd7XXKMj87Y6RoAAAAArC8ZGAAAALBMJ01dwJI8O8k3JTm/u1+3afz0xfXqY9x3dPyGJ7jv0SOWf2Unk6uqkjx28XZHv8oCAAAAgAUZGAAAALA0a3/SUFWdleTJSd6b+bPVd3X74rrr57xV1elJ/lWSf0xy7g5v+67Mf9H11s3Pl9+J7r7DMeq4JMntd7MWAAAAu7eRjalLAAYmA5OBAQAA7AcZ2FjW+qShqnpikucleXeSe3b3VVumHP0V1enZ3mlb5u3GDyW5QZL/t7s/tsN7jv4qyy+sAAAAANgRGRgAAACwCmvbNFRVZyd5QZJ3ZR6WXLHNtPctrrfZ5v5ZklsmuTbJB0+ghMctri/eyeSqukmSByb5VJLfOoH9AAAAABiMDAwAAABYlbVsGqqqpyR5TpK3Zx6WXHmMqRcsrvfd5rO7Zf4rqYu7+3O73P9OSb45yaXdfdEOb3t0klOS/Pfu/uRu9gMAAABgPDIwAAAAYJXWrmmoqp6R5NlJLkly7+Mci/zKJB9L8rCquuOmNa6f5KcXb1+4Zf3Tq+qMqrr5day7qyOWq6qSPHbxdke/ygIAAABgXDIwAAAAYNVmUxewG1X1yCTPSnIkyZuSnDXPIr7IZd19bpJ09yeq6nGZBycXVdV5Sa5K8oAkt12Mv2LL/Q9K8rIkv57kUdvUcFqSH0jyj4s5O3GvJN+Q5K3dfckO7wEAAODA6HQ2pi5iQj11ATAUGRgAAADTGD0DS0bLwdaqaSjz568nyclJzj7GnDckOffom+7+3aq6e5KnJXlIkusneX+SJyV5fnfv9l/83yQ5Ncl5x/mF12a7+lUWAAAAAEOTgQEAAAArV7vPCzhIquqSJLefZ0gAAAAHxZEkSXd/ydEY66aqLjnlpK+4/U1u8G1TlzKZK6/5i3x+41Nv7e47TF0LMCYZGAAAcHAdSeYnrq51biIDmxstBztp6gIAAAAAAAAAAID9pWkIAAAAAAAAAAAGM5u6AAAAADjoOsnG4pFrI/JgcwAAAIDDb/QMLBkvB3PSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGY2dQEAAABw8HU6G1MXMaGeugAAAAAAVm70DCwZLQdz0hAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmNnUBAAAAsA42+sjUJQAAAADASsnAxuKkIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGIymIQAAAAAAAAAAGMxs6gIAAADg4Ot0NqYuYkI9dQEAAAAArNzoGVgyWg7mpCEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABiMpiEAAAAAAAAAABjMbOoCAAAA4KDrJJ0jU5cxmZ66AAAAAABWbvQMLBkvB3PSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGY2dQEAAABw4HVnozemrmI63VNXAAAAAMCqjZ6BJcPlYE4aAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwWgaAgAAAAAAAACAwcymLgAAAADWQWdj6hIAAAAAYKVkYGNx0hAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxG0xAAAAAAAAAAAAxmNnUBAAAAcPB1uo9MXcSEeuoCAAAAAFi50TOwZLQczElDAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwGE1DAAAAAAAAAAAwmNnUBQAAAMBB10k2sjF1GZPpqQsAAAAAYOVGz8CS8XIwJw0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgNA0BAAAAAAAAAMBgZlMXAAAAAOuge2PqEgAAAABgpWRgY3HSEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADEbTEAAAAAAAAAAADGY2dQEAAABw8HU6R6YuYkI9dQEA/P/t3Xu4bXVZL/DvizsRMQHpQmq5vaUdLT3pkwqId6UypQLTvACal/J4S5/ynLzgpWM9lpZSeUnYmaV0LPXYwbIMlEStTCJTkzjuBEU5iKCAgrB/548xlkwma+215tprrTnHGp/P84xn7DVu853zt39zzPE+7/gNAACATTf2HFgytjyYkYYAAAAAAAAAAGBkFA0BAAAAAAAAAMDIKBoCAAAAAAAAAICRUTQEAAAAAAAAAAAjs2PeAQAAAMAQtLZn3iEAAAAAwKaSAxsXIw0BAAAAAAAAAMDIKBoCAAAAAAAAAICRUTQEAAAAAAAAAAAjo2gIAAAAAAAAAABGZse8AwAAAIBF19LSsmfeYcxNS5t3CAAAAABssrHnwJLx5cGMNAQAAAAAAAAAACOjaAgAAAAAAAAAAEZG0RAAAAAAAAAAAIyMoiEAAAAAAAAAABiZHfMOAAAAAIagtevmHQIAAAAAbCo5sHEx0hAAAAAAAAAAAIyMoiEAAAAAAAAAABgZRUMAAAAAAAAAADAyioYAAAAAAAAAAGBkdsw7AAAAAFh4raW1PfOOYn5am3cEAAAAAGy2sefAktHlwYw0BAAAAAAAAAAAI6NoCAAAAAAAAAAARkbREAAAAAAAAAAAjIyiIQAAAAAAAAAAGJkd8w4AAAAAhqBlz7xDAAAAAIBNJQc2LkYaAgAAAAAAAACAkVE0BAAAAAAAAAAAI6NoCAAAAAAAAAAARkbREAAAAAAAAAAAjMyOeQcAAAAAi6+ltT3zDmKO2rwDAAAAAGDTjT0HlowtD2akIQAAAAAAAAAAGBlFQwAAAAAAAAAAMDKKhgAAAAAAAAAAYGQUDQEAAAAAAAAAwMgoGgIAAAAAAAAAgJHZMe8AAAAAYNG1JC175h3G3LR5BwAAAADApht7DiwZXx7MSEMAAAAAAAAAADAyioYAAAAAAAAAAGBkFA0BAAAAAAAAAMDIKBoCAAAAAAAAAICR2THvAAAAAGDxtbR23byDmKM27wAAAAAA2HRjz4ElY8uDGWkIAAAAAAAAAABGRtEQAAAAAAAAAACMjKIhAAAAAAAAAAAYGUVDAAAAAAAAAAAwMjvmHQAAAAAMw555BwAAAAAAm0wObEyMNAQAAAAAAAAAACOjaAgAAAAAAAAAAEZG0RAAAAAAAAAAAIyMoiEAAAAAAAAAABiZHfMOAAAAAIagtT3zDgEAAAAANpUc2LgYaQgAAAAAAAAAAEZG0RAAAAAAAAAAAIyMoiEAAAAAAAAAABgZRUMAAAAAAAAAADAyO+YdAAAAACy+lpY98w5ijtq8AwAAAABg0409B5aMLQ9mpCEAAAAAAAAAABgZRUMAAAAAAAAAADAyioYAAAAAAAAAAGBkFA0BAAAAAAAAAMDI7Jh3AAAAADAMe+YdAAAAAABsMjmwMTHSEAAAAAAAAAAAjIyiIQAAAAAAAAAAGBlFQwAAAAAAAAAAMDKKhgAAAAAAAAAAYGR2zDsAAAAAWHwtaXvmHcQctXkHAAAAAMCmG3sOLBlbHsxIQwAAAAAAAAAAMDKKhgAAAAAAAAAAYGQUDQEAAAAAAAAAwMgoGgIAAAAAAAAAgJHZMe8AAAAAYAha9sw7BAAAAADYVHJg42KkIQAAAAAAAAAAGBlFQwAAAAAAAAAAMDKKhgAAAAAAAAAAYGQUDQEAAAAAAAAAwMjsmHcAAAAAMAx75h0AAAAAAGwyObAxMdIQAAAAAAAAAACMjKIhAAAAAAAAAAAYGUVDAAAAAAAAAAAwMoqGAAAAAAAAAABgZHbMOwAAAABYfC1pbd5BzNGY3zsAAADAWIw9B5aMLQ9mpCEAAAAAAAAAABgZRUMAAAAAAAAAADAyioYAAAAAAAAAAGBkFA0BAAAAm66qjq2q11fVWVX1tapqVfW2dR7rtlV1SlV9saqurqrdVfU7VXXIRscNAAAAALMYUh5sx0YcBAAAAGAVL0pyjyRXJLkwyV3Xc5CqumOSs5N8T5L3JPlMkh9L8pwkR1fVEa21r2xIxAAAAAAwu8HkwRQNAQAAwBq0tHmHMHTPS5ck+Y8kD0hyxjqP8/vpEiXPbq29fmlhVb2mf41fT/KMfQsVAAAAYJzkwDbEYPJgHk8GAAAAbLrW2hmttfNaa+vOPFXVHZI8PMnuJL83tfqlSa5M8sSqOnDdgQIAAADAPhhSHkzREAAAADAUD+7n72+t7Zlc0Vr7epIPJ7l5kvtudWAAAAAAsIG2JA+maAgAAAAYirv088+usP68fv6DWxALAAAAAGyWLcmD7diXnVkIO7vZdXMNAgAAYPu7dt4BzNtdq+rjy61ord1ri2I4qJ9fvsL6peUHb34owBbb2c3kwAAAgIW0c94BbJzR58CSEeXBFA0N39f6+e4Z9rlrP//MxobCJtFew6PNhkV7DYv2GhbtNTzabFgWvb125vrrlaFb1M94q+2cdwBrUP183c+LBxaWHNg4aLNh0V7Dor2GR5sNi/YaFu01LENor53ZHnmwRf6Mt9rOeQewBhuSB1M0NHCttdvPus9SRdwWVsCxD7TX8GizYdFew6K9hkV7DY82GxbttXVaa4+fdwx829IdVAetsP6WU9sB24Qc2Dhos2HRXsOivYZHmw2L9hoW7TUs2mvryIEtnC3Jg+23LzsDAAAAbKF/7+crPav9zv18pWe9AwAAAMAQbEkeTNEQAAAAMBRn9POHV9UNchpV9Z1JjkjyjSQf3erAAAAAAGADbUkeTNEQAAAAsFCq6juq6q5VdcfJ5a2185O8P91z5Z85tdvLkhyY5K2ttSu3JFAAAAAA2AfzzoPt2JedAQAAANaiqo5Jckz/52H9/H5Vtav/9yWttRf0/75Nkk8n+c90iZFJv5Tk7CSvq6qH9NvdJ8mD0g3H/GsbHz0AAAAArM2Q8mCKhgAAAICtcM8kx08tu0M/JV1i5AVZRWvt/Kq6d5KXJzk6yU8kuSjJ65K8rLV26UYFDAAAAADrcM8MJA9WrbV9PQYAAAAAAAAAADAg+807AAAAAAAAAAAAYGspGgIAAAAAAAAAgJFRNAQAAAAAAAAAACOjaAgAAAAAAAAAAEZG0RAAAAAAAAAAAIyMoiEAAAAAAAAAABgZRUMAAAAAAAAAADAyioa2maraXVVthelLK+xzeFWdXlWXVtVVVXVuVT23qm6y1fGPSVWdsJe2Wpqum9h+5yrbvmOe72c7qapjq+r1VXVWVX2t/3zftso+M/ejqjq+qv6hqq6oqsur6syqeuTGv6PtbZb2qqo7V9WvVtXfVdUFVXVNVX25qt5TVQ9aYZ/V+uozNvcdbi8ztte6v/f0r40xY3vtWsN57QNT++hfG6iqDq2qX6iqd1XVf1TVN/r//39fVU+pqmV/+zuHzces7eUcBgA3VHJgg7KG3yXyYHMwyzXfxD6uH+ZklvZy/bAYZmwzebA5m7G95MHmrOTBBmXW9nIeg621Y94BsCkuT/I7yyy/YnpBVT06yZ8n+WaS05JcmuSnkrw2yRFJjtu0KDknyctWWHf/JA9O8r5l1v1Lkncvs/yTGxIVSfKiJPdI12cuTHLXvW28nn5UVb+V5Pn98d+c5KZJHpvkvVX1rNbayRv1ZkZglvZ6RZKfS/KpJKena6u7JHlUkkdV1XNaa69bYd/3pOu30/5pfWGP1kz9qzfT957+taFmaa93J9m9wronJrlDlj+vJfrXRjkuyR8kuSjJGUk+n+R7k/xMkj9M8uNVdVxrrS3t4Bw2V7O2l3MYANyYHNhwnBN5sEUkBzYscmDDIw82LPJgwyIPNizyYLDIWmumbTSl+5Gye43b3jLJxUmuTnLvieU3S3J2kpbksfN+T2Ocknyk//wfNbFsZ79s17zj2+5TkgcluXOSSvLA/nN/2wrbztyPkhzeL/+PJIdMtfFX0v1g3Tnvz2Eo04ztdUKS/7rM8gckuaZvx+9bZp+W5IR5v9ftMM3YXjN/7+lf82uvvRzj4CRX9f3ru6bW6V8b214PTpfo2G9q+WHpLsRbkp+dWO4cNqz2cg4zmUwmk2liihzYtpkiDzbPz14ObEDTjO3l+mEBphnbbObvPX1sfu21l2McHHmwrWovebABTetoL+cxk2kLJ48nG7djk3x3kne01r5dXdla+2a6iuok+cV5BDZmVXX3JPdN8oUk/2fO4YxSa+2M1tp5rbW2+tbr6kdLQyD+emvtqxP77E7ye0n2T3LiOsMfnVnaq7W2q7X2iWWWfzDJmenuEjh846NkyYz9az30rw20Qe31xCQHJPmL1tolGxQay2it/V1r7b2ttT1Ty7+U5A39nw+cWOUcNkeztpdzGADsEzmwBSUPNl9yYMMiBzY88mDDIg82LPJgwyIPBovN48m2p/2r6glJfiDJlUnOTfKh1tp1U9s9uJ//1TLH+FC6aujDq2r/1trVmxYt057ez9+yTJslya2r6ulJDk1XyfyR1tq5WxYd09bTj/a2z/uSvLjf5qUbGSir+lY/v3aF9fesquemu/PgC0nOaK1duBWBMdP3nv61eJ7az9+0l230r8233Hecc9jiWu2cNOv2+hgA25Uc2PDJgw2H64ftw/XDYpMHGzZ5sMUgDzYs8mAwZ4qGtqfDkvzx1LLPVdWJfQXmkrv0889OH6C1dm1VfS7J3dI9e/XTmxIpN1BVByR5QpI96Z7huZyH9dPkfmcmOb619vlNDZDlzNSPqurAJLdJckVr7aJljndeP//BzQiW5VXV7ZI8JN2FwYdW2Ow5U39fV1V/mOS5/d0IbJ41fe/pX4unqu6X5IeTfLa1dsZeNtW/NlFV7UjypP7PySSHc9gC2kt7rbS9cxgAYyYHNmDyYIPj+mEbcP0wCPJgAyUPthjkwYZFHgwWg8eTbT+npvuyPCzJgel+oLwx3fM131dV95jY9qB+fvkKx1pafvCGR8lKHpPu835fa+2CqXVXJXlFknslOaSfHpDkjHRD9n2g/xHD1pq1H+l3C6aq9k/yJ+mGEj1pcpjR3ueSPCvdRcWBSW6drq/uTndH5ClbFuz4zPq9p38tnqf18zevsF7/2hq/keTuSU5vrf31xHLnsMW0UnvdiHMYACMnBzZ88mDD4vph4Fw/LDx5sOGTB1sM8mDDIg8GC0DR0DbTWntZ/1zIL7fWrmqtfbK19owkr0n3HNWTZjhcLR12o+NkRUs/Kt84vaK1dnFr7SWttX9urV3WTx9K8vAkH0typyS/sIWxsjbr7Uf63Raoqpukuyv1iCSnJfmt6W1aax9srZ3cWvts/716UWvtfyV5UJKvJnncVDKaDbKJ33v61xaoqoPSXZRdk2TXctvoX5uvqp6d5PlJPpPkibPu3s+dw7bILO3lHAbA2MmBbQvyYNuL64cF5vph8cmDDZs82GKQBxsWeTBYHIqGxuMN/fyoiWVLVbAHZXm3nNqOTVRV/yXJ4UkuTHL6WvdrrV2b64dwPmpv27IpZu1Hq22/WvU6G6T/kfm2JMcl+bMkT2itrfkHfn8X5FJf1fe20F6+9/SvxfKEJDdP8hettUtm2VH/2hhV9cwkv5vkU0ke1Fq7dGoT57AFsob2mtzWOQwAViYHNgDyYIPk+mGgXD8MmzzYYMiDzZk82LDIg8FiUTQ0Hhf388nhK/+9n9/oeZv9MyRvn+TaJP93c0Oj9/R+/pbW2nUz7vv/+rlhmbfeTP2otXZlki8kuUVVfd8yx7tzP7/Rc3XZOH3bvD3JY5P8aZKf7y/AZ6Xvzc+NPnv9a+E8tZ/f6K7hNdK/9kFVPTfJyUk+me7C+0vLbOYctiDW2F5L2zqHAcDeyYENgzzY8Lh+GCDXD9uGPNjikwebI3mwYZEHg8WjaGg87tfPJ5Mff9fPj15m+6PSVUWf3Vq7ejMDI6mqm6Ubem9Pkres4xD37eeSW1tvPf1ob/v8+NQ2bLCqummSd6arSn9rkieuI0G55D79XN/beit97+lfC6Cq7pPkHkk+21o7c52H0b/Wqap+Nclrk5yT7sL74hU2dQ5bADO0l3MYAKyNHNiCkwcbLNcPA+P6YVuRB1tg8mDzJQ82LPJgsJgUDW0jVXW3qrrVMstvl65iM+mGb1vyziSXJHlsVd17YvubJXll/+cfbFK43NBxSQ5Jcno/TN6NVNV9+hPk9PIHJ3le/+fbptez6dbTj5aGSv+1qjpkYp+dSZ6Z5Ookp25WwGNWVfsneVeSR6dLTJ7YWtuzyj73X2ZZVdV/T5eMviTJX21CuKO3zu89/WsxPK2fv2lvG+lfG6+qXpzkN5J8PMlDVhkS2zlszmZpL+cwALieHNjgyYMNk+uHAXH9MDzyYIMmDzYn8mDDIg8Gi6tmeOQfC66qTkrywiRnJPlckq8nuWOSn0xys3TPa/zp1to1E/sck+5E+c0k70hyaZJHJblLv/wxszwXkvWpqrOSHJnkUa21966wzZlJ7pbkzHTPe0+SH0ny4P7fL26tvfLGezKrvl8c0/95WJJHpKs+Pqtfdklr7QVT28/Uj6rqt5P8crq2fGeSmyb5uSSHJnlWa+3ksCaztFdVnZrkhHQ/Dn8/yXLfb2dO3hFSVS3dEKP/mG440oOSHJHk7kmuSve9+v4NfEvb2oztdWbW8b2nf22cWb8P+31umeSLSb4jyW1WufjTvzZQVR2fZFeS65K8Pss/U313a23XxD7HxDlsLmZtL+cwALieHNiwyYMtDjmwYZEDGx55sGGRBxsWebBhkQeDBddaM22TKckD0j3X8TNJLkvyrXTPaPybJE9KXyS2zH5HpEumfDXJN5L8a7rK9ZvM+z2NYUryQ+lOdhfs7TNP8pQkf5lkd5Ir0lUwfz7JaUnuP+/3sZ2mJCf1bbLStHuZfWbuR0mOT/fj5cp0Cc4PJnnkvN//0KZZ2ivdRffetm1JTpo6/qv7tvliuouJq/rv2ZOT3GHe739o04ztte7vPf1r69trYp9f7Ne9fQ3H17+2tr1auovp6f2cwwbQXs5hJpPJZDJdP0UObLBT5MEWalrnNZ/rhwG0l+uHxZhmbDN5sAG118Q+8mCL217yYAs0zdpezmMm09ZORhoCAAAAAAAAAICR2W/eAQAAAAAAAAAAAFtL0RAAAAAAAAAAAIyMoiEAAAAAAAAAABgZRUMAAAAAAAAAADAyioYAAAAAAAAAAGBkFA0BAAAAAAAAAMDIKBoCAAAAAAAAAICRUTQEAAAAAAAAAAAjo2gIAAAAAAAAAABGRtEQAAAAAAAAAACMjKIhAAAAAAAAAAAYGUVDAMDcVdXLq+qbVfX9845lParqXlXVquop844FAAAAgMUlDwYALBJFQwBsC/2F6t6mE+YdI8vrEyQvSPKm1toFU+uW2m9PVd1xL8c4Y6W2rqpdq/0fqKqT+m1OWs97aK19PMm7k7yyqm6xnmMAAAAArIU82HDJgwEAi2bHvAMAgA32shWWn7OVQTCTFyfZP8mrV1h/bbrfLE9J8j+mV1bVnZM8YGK7eXlVko8leXaS/znHOAAAAIBxkAcbHnkwAGChKBoCYFtprZ007xhYu6o6KMnjk3xg+u6qCV9OclGSE6vqJa21a6fW/0KSSvKXSY7ZrFhX01r7h6r6TJKnV9Vvttaum1csAAAAwPYnDzYs8mAAwCLyeDIARqOqdvZD7+6qqh+sqtOq6uJ+yN8HTmz3iKo6vaouqaqrq+r8qnp1VR28wnEfWlVnVdWVVXVpVb27qu46MRzwzoltH7i34X+randV7V5h3eP64Ye/2j/3/NNV9aKq2n+ZbVtVnVlV31VVb6qqi/r38m9VdeJePqOHV9V7+8/l6qq6oKreU1UP7dcf3R/7lBX237//3C5ZLq5lPC7JzZOctsp2b05yWJJHTr3edyQ5PsnZSf5tDa+3ZlV1whqG+945tds7kvxAkoduZCwAAAAAs5AHkwebhTwYAIyXkYYAGKM7phs+97NJ/iTJAUm+liRV9ZJ0Qztfmu6OnYuT/Ei6Z43/RFXdr7X2taUDVdWx6S70r+nnFyU5MslHkpy7UQFX1VuSPDnJhUn+IsllSe6b5BVJHlJVD1vmzqODk3y4j+2dSW6W5Ngkp1TVntbaH029xsuSvCTJFemeS35BklsnOTzJE5L8bZK/TnJ+kp+rque11i6fes2fTXJokt9urV29hre2lFT4+1W2e3uS16S7m+rdE8sfleR7k7wwyZ3W8HqzOCfLD/N9UJLnJGlJvjm17sP9/GHpPisAAACAeZIHkwdbi3MiDwYAo6RoCIBtZYU7l3a31nZN/H1kkle11m7wXPCqelC6i+OPJPmJ1tplE+tOSHJqv/55/bJbJHljkj1J7t9a+6eJ7V+b5Ln7+n4mXvvJSd6V5PGttW9MrDspyUuTPDPJ707teo8kb0ny9KUhgvu4zk3yq0n+aOI4D0+XKPlc/16+MBXDbZOktdaq6g3pnrv+xCQnT73m0/r5m9b49o5M8vV0iasVtda+XlXvSHJCVd22tXZhv+qp6RJdf5ZlnvM+5Zhl7oha8sBlXvOcdAmTb+vv6HpfumGgn9da+9LUbv/Yz49aJRYAAACAfSIPdgPyYDckDwYArImiIQC2m5cus+yDSXZN/P3lLH/nzLP7+VMnEyVJ0lrbVVXPSffc8ef1ix+d5FZJ3jqZKOmdlOTEdHfj7KvnJLk2yZMnEyW9VyT5b31c08mSq5L88uQzxVtrn6qqDyc5qqq+s7X29X7Vs/r586cTJf1+F078eWr/uk/PRLKkqu6S5AFJzmit7TX50W9/03R3R53XWmurbZ9uaOanpEscvbyqbpfuTqY3ttauqqrV9n90P+2LNyR5SJLXt9amP++01i6vqm+mG5oZAAAAYDPJg11PHuyG5MEAgDVRNATAttJaW/WKOcm/rDBk8P2SfCvJcVV13DLrb5rku6vq0NbaV5L8aL/8g8vEcXlVnZMuebBuVXXzdHdKXZLkuSskBK5O8kPLLD9vcgjpCRf084PT3d2UdEM8tyR/tVpMrbWvVNWfJXlSVR3eWju7X7V0d9UbVjtG79B+/tW1bNxa+1hV/WuSJ1fVK9MN0bxfuiTKWpw4dafdt03cqbaiqvq1dIma92bvd89dmi4JBAAAALBp5MFuQB7shuTBAIA1UTQEwBhND6W75NB058a9XjQnuUWSr+T6u6e+POPrzOKQdEMAf/ca4pp22QrLl575fpOJZQcn+eoyd3Ct5PeTPCndXVZnV9X+SY5PcnFu+Kz1vVl6rZutcfukS4y8LsnR6e5g+3hr7RMz7L8uVfW4dHeVfTzJ41pre/ay+QG5/r0BAAAAzJM8WEcebI3kwQBgXPabdwAAMAcrDQF8ebqEQa0y/efE9snKd9MctsyypYvslQp3p4dxXnqNT6wW1wrHW6vLkhxSVQesZePW2seS/HOSx1TVIUl+Nl2y6dTW2jVrPMZlSa7J9XdarcUfp0tEvDHJbbL2Z8avW1XdP91Q1Bck+anW2pV72Xa/dImnizc7LgAAAIA1kAe7scsiD7YseTAAGB9FQwBwvY+mSxjcbY3b/3M/v9HQy1V1UJJ7LrPP0hDE37/MPndKd6H9ba21K5L8W5K7VdWt1hjXenw03Z1cR8+wzx+kuzvqSemGZG5Z+xDJS/41yfdV1S3XsnGfYHlnktsmuTLJ22d8vZlU1Z2TvCvd0Nc/2Vq7aJVd7pLuczxnM+MCAAAA2EfyYPJgNyAPBgDjpGgIAK732n7+5qq69fTKqjqwqu47seg96ZIfP19V957a/KTc+G6pJPlMkq8leXRVfc/EsQ9IN9zwcl6T7jnyp1TVwcvEdUhV/eiN9prN6/v5b1fVbZZ5jRstS/Kn6e4A+5V0CaO/aa2dP+Prnpnu98iPzbDPi5L8dJJHtNa+vtrG61VV35Xk9HTteGxr7ZNr2G3p/8cZmxUXAAAAwAaQB5MH+zZ5MAAYr5WGhASA0WmtfaCqXpjkVUnOq6rTk3wu3bPbb5cuIfD36e9Caq1dUVVPS3JakrOq6rQkFyU5Msndk3woyVFTr/GtqvrdJC9O8omqele68/HDknyxn6bjOqWq7pXkl5KcX1V/neTzSW6V5Pb9a5ya5Bn78N7fX1Wv6OP6dFW9O90wxN/bv5+PJjlhap+rquqPkjy7X/TGdbz0nyd5fpJHJPnbNcb6+XTvf7O9PMmd0t1Jd0RVHbHMNr/T3/W15OFJrkuXSAMAAABYSPJg8mBT5MEAYKQUDQHAhNbab1bVh9MlAI5M8uh0dxF9Id1zw/90avt3VtXRSV6a5DHphu/9UJL7JXlhppIlvZcmuSrJU9MNZ/ylJO9Id1fWp1aI65lV9b50CZGHphu++dJ0SYNXJ3nbOt/y5Gu8pKo+mu69PzLJgemeSf5PSd66wm6n9NtflOR/r+M1P1JVn0jy+Kp6YWvtunUFvzlu3s9/tJ+WsyvJZcm3h+I+JslfttYu2OTYAAAAAPaJPJg82AR5MAAYqWqtzTsGANiWqmpXkuOT3L61tnu+0WyOqjoh3d1dr2ytvXidx3hcuiTUz7TW3rWB4W2pqnpWuqG1j2qtnTXveAAAAAC2ijzYmo8hDwYALBRFQwCwSbZ7sqSqdqQbsviH0r3HC9d5nErykSQHJLlnG+CPk6o6IMn5Sc5urR0773gAAAAAtpI82JqPIw8GACwUjycDAGZSVUeme679A5P8cJKT15soSZLWWquqpyX5mSS3TjcE9tDsTDds9675hgEAAADARpEHW9bOyIMBwLahaAgAmNVD0z2P/tIkb07yK/t6wNbauUnO3dfjzEtr7dNJTpp3HAAAAABsKHmwKfJgALC9eDwZAAAAAAAAAACMzH7zDgAAAAAAAAAAANhaioYAAAAAAAAAAGBkFA0BAAAAAAAAAMDIKBoCAAAAAAAAAICRUTQEAAAAAAAAAAAjo2gIAAAAAAAAAABGRtEQAAAAAAAAAACMjKIhAAAAAAAAAAAYGUVDAAAAAAAAAAAwMoqGAAAAAAAAAABgZBQNAQAAAAAAAADAyCgaAgAAAAAAAACAkVE0BAAAAAAAAAAAI/P/AdAq6CVuQqI1AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1440x864 with 4 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 715,
       "width": 1158
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Grid and plot overall chi^2 for each polarization\n",
    "ee_chisq = np.vstack(np.array(list(chisq_ee_dict.values())))\n",
    "nn_chisq = np.vstack(np.array(list(chisq_nn_dict.values())))\n",
    "plt.figure(figsize=(20,12))\n",
    "\n",
    "for sp, cs, t in zip([121, 122], [ee_chisq, nn_chisq], ['ee-polarized', 'nn-polarized']):\n",
    "    plt.subplot(sp)\n",
    "    plt.imshow(cs, aspect='auto', vmin=1, cmap='inferno', vmax=5, interpolation='nearest',\n",
    "               extent=[freqs[0]/1e6, freqs[-1]/1e6, times[-1], times[0]])\n",
    "    plt.title('Overall $\\chi^2$ / DoF: ' + t)\n",
    "    plt.xlabel('Frequency (MHz)')\n",
    "    plt.ylabel('LST (Hours)')        \n",
    "    plt.gca().set_yticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                          for t in plt.gca().get_yticks()]] * 12 / np.pi, 2))\n",
    "    plt.colorbar()\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-03-05T01:22:42.634940Z",
     "start_time": "2020-03-05T01:22:42.627959Z"
    }
   },
   "source": [
    "### Figure 8: Overall $\\chi^2$ / DoF\n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Looks for regions of large non-redundancy not directly attributable to RFI."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:26:31.590406Z",
     "start_time": "2020-10-25T17:26:27.856422Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:15.306470Z",
     "iopub.status.busy": "2021-12-15T08:38:15.303702Z",
     "iopub.status.idle": "2021-12-15T08:38:15.594466Z",
     "shell.execute_reply": "2021-12-15T08:38:15.595036Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n",
      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 603,
       "width": 1181
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot all chi^2 per antenna, highlight antennas that get flagged but not always\n",
    "plt.figure(figsize=(20,10))\n",
    "for sp, pol, t in zip([121, 122], ['Jee', 'Jnn'], ['ee-polarized', 'nn-polarized']):\n",
    "    plt.subplot(sp)\n",
    "    for ant in ants:\n",
    "        if ant[1] == pol:\n",
    "            if not np.all([ant_flags_dict[cal][ant] for cal in cal_list]):\n",
    "                if np.any([ant_flags_dict[cal][ant] and \n",
    "                           not np.all(list(ant_flags_dict[cal].values())) \n",
    "                           for cal in cal_list]):\n",
    "                    plt.plot(times, cspa[ant], '.', label=ant)\n",
    "                else:\n",
    "                    plt.plot(times, cspa[ant], '-', c='grey', alpha=.5, lw=.25)\n",
    "    plt.ylabel('Normalized Median $\\chi^2$ per Antenna (unitless)')\n",
    "    plt.xlabel('LST (Hours)')\n",
    "    plt.gca().set_xticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                              for t in plt.gca().get_xticks()]] * 12 / np.pi, 2))    \n",
    "    plt.title(t + ' Antennas')\n",
    "    plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-03-05T02:00:57.870280Z",
     "start_time": "2020-03-05T02:00:57.863637Z"
    }
   },
   "source": [
    "### Figure 9: Normalized $\\chi^2$ per antenna\n",
    "Only unflagged data is shown, but antennas that were ever flagged are colored and shown in the legend. All other antennas are shown in grey.\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Look for outliers in the chi^2 per antenna distribution\n",
    "* Look for evidence that antenna that was sometimes flagged should have been always flagged. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:26:58.660201Z",
     "start_time": "2020-10-25T17:26:55.884214Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:15.611863Z",
     "iopub.status.busy": "2021-12-15T08:38:15.608991Z",
     "iopub.status.idle": "2021-12-15T08:38:16.199563Z",
     "shell.execute_reply": "2021-12-15T08:38:16.199150Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x864 with 4 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 712,
       "width": 1165
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot example gain amplitudes\n",
    "plt.figure(figsize=(20,12))\n",
    "for sp, pol in zip([121, 122], ['Jee', 'Jnn']):\n",
    "    plt.subplot(sp)\n",
    "    ant = ants_to_save[pol][1]\n",
    "    plt.title(str(ant) + ' Gain Magnitude')\n",
    "    plt.imshow(np.abs(gains[ant]), aspect='auto', cmap='inferno', interpolation='nearest',\n",
    "               extent=[freqs[0]/1e6, freqs[-1]/1e6, times[-1], times[0]])\n",
    "    plt.clim([0,2])\n",
    "    plt.colorbar()\n",
    "    plt.xlabel('Frequency (MHz)')\n",
    "    plt.ylabel('LST (Hours)')    \n",
    "    plt.gca().set_yticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                              for t in plt.gca().get_yticks()]] * 12 / np.pi, 2))    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 10: Example Amplitudes\n",
    "\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Looks for large discontinuities or fuzziness not attributable to RFI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-10-25T17:27:41.600602Z",
     "start_time": "2020-10-25T17:27:38.336692Z"
    },
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:16.216749Z",
     "iopub.status.busy": "2021-12-15T08:38:16.215147Z",
     "iopub.status.idle": "2021-12-15T08:38:16.825983Z",
     "shell.execute_reply": "2021-12-15T08:38:16.825554Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x864 with 4 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 712,
       "width": 1180
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot example gain relative phases\n",
    "plt.figure(figsize=(20,12))\n",
    "for sp, pol in zip([121, 122], ['Jee', 'Jnn']):\n",
    "    plt.subplot(sp)\n",
    "    ant0, ant1 = ants_to_save[pol]\n",
    "    plt.title('Angle of gains[{}] / gains[{}]'.format(ant0, ant1))\n",
    "    plt.imshow(np.angle(gains[ant0] / gains[ant1]), aspect='auto', cmap='twilight', interpolation='nearest',\n",
    "               extent=[freqs[0]/1e6, freqs[-1]/1e6, times[-1], times[0]])\n",
    "    plt.gca().set_yticklabels(np.around(lsts[[min(max(np.searchsorted(times, t), 0), len(times) - 1) \n",
    "                                              for t in plt.gca().get_yticks()]] * 12 / np.pi, 2))    \n",
    "    plt.colorbar()\n",
    "    plt.xlabel('Frequency (MHz)')\n",
    "    plt.ylabel('LST (Hours)')        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure 11: Example Gain Phases\n",
    "Relative gain phases of two example antennas.\n",
    "\n",
    "#### OBSERVER CHECKLIST:\n",
    "* Check that these gains are relatively stable in time and that there aren't huge phase discontinuities."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-12-15T08:38:16.832139Z",
     "iopub.status.busy": "2021-12-15T08:38:16.829371Z",
     "iopub.status.idle": "2021-12-15T08:38:16.893658Z",
     "shell.execute_reply": "2021-12-15T08:38:16.894195Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "------------\n",
      "This file was produced by the function <module>() in 60442015.py using: \n",
      "    git_branch: main\n",
      "    git_description: v3.0-1283-gbaee107\n",
      "    git_hash: baee107cc5e73bfa8ae0339672805fd2199448c3\n",
      "    git_origin: https://github.com/HERA-Team/hera_cal.git\n",
      "    version: 3.0\n",
      "------------\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(redcal.version.history_string())"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": false,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}