{
 "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": "2021-10-14T12:27:03.543931Z",
     "iopub.status.busy": "2021-10-14T12:27:03.542854Z",
     "iopub.status.idle": "2021-10-14T12:27:05.404323Z",
     "shell.execute_reply": "2021-10-14T12:27:05.404850Z"
    }
   },
   "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": "2021-10-14T12:27:05.407992Z",
     "iopub.status.busy": "2021-10-14T12:27:05.407528Z",
     "iopub.status.idle": "2021-10-14T12:27:05.410754Z",
     "shell.execute_reply": "2021-10-14T12:27:05.410249Z"
    }
   },
   "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": "2021-10-14T12:27:05.414889Z",
     "iopub.status.busy": "2021-10-14T12:27:05.414405Z",
     "iopub.status.idle": "2021-10-14T12:27:05.419104Z",
     "shell.execute_reply": "2021-10-14T12:27:05.418629Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "JD = \"2459501\"\n",
      "data_path = \"/mnt/sn1/2459501\"\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": "2021-10-14T12:27:05.422852Z",
     "iopub.status.busy": "2021-10-14T12:27:05.422367Z",
     "iopub.status.idle": "2021-10-14T12:27:05.426101Z",
     "shell.execute_reply": "2021-10-14T12:27:05.426655Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Date: 10-13-2021\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": "2021-10-14T12:27:05.431110Z",
     "iopub.status.busy": "2021-10-14T12:27:05.430644Z",
     "iopub.status.idle": "2021-10-14T12:27:05.469346Z",
     "shell.execute_reply": "2021-10-14T12:27:05.470266Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking for data in /mnt/sn1/2459501 on JD 2459501\n",
      "Found 431 data files.\n",
      "Found 43 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": "2021-10-14T12:27:05.476324Z",
     "iopub.status.busy": "2021-10-14T12:27:05.475649Z",
     "iopub.status.idle": "2021-10-14T12:27:05.479808Z",
     "shell.execute_reply": "2021-10-14T12:27:05.479113Z"
    }
   },
   "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": "2021-10-14T12:27:05.483872Z",
     "iopub.status.busy": "2021-10-14T12:27:05.483205Z",
     "iopub.status.idle": "2021-10-14T12:27:05.487356Z",
     "shell.execute_reply": "2021-10-14T12:27:05.486658Z"
    }
   },
   "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": "2021-10-14T12:27:05.495047Z",
     "iopub.status.busy": "2021-10-14T12:27:05.494034Z",
     "iopub.status.idle": "2021-10-14T12:27:07.517356Z",
     "shell.execute_reply": "2021-10-14T12:27:07.518032Z"
    }
   },
   "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<ipython-input-1-dd2df2139686>\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": "2021-10-14T12:27:07.536930Z",
     "iopub.status.busy": "2021-10-14T12:27:07.530718Z",
     "iopub.status.idle": "2021-10-14T12:27:08.471948Z",
     "shell.execute_reply": "2021-10-14T12:27:08.472415Z"
    }
   },
   "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": "2021-10-14T12:27:08.478325Z",
     "iopub.status.busy": "2021-10-14T12:27:08.477823Z",
     "iopub.status.idle": "2021-10-14T12:27:08.480971Z",
     "shell.execute_reply": "2021-10-14T12:27:08.480566Z"
    },
    "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": "2021-10-14T12:27:08.578184Z",
     "iopub.status.busy": "2021-10-14T12:27:08.519097Z",
     "iopub.status.idle": "2021-10-14T12:27:09.211739Z",
     "shell.execute_reply": "2021-10-14T12:27:09.212392Z"
    }
   },
   "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": "2021-10-14T12:27:09.299517Z",
     "iopub.status.busy": "2021-10-14T12:27:09.252588Z",
     "iopub.status.idle": "2021-10-14T12:27:09.606843Z",
     "shell.execute_reply": "2021-10-14T12:27:09.606184Z"
    }
   },
   "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": "2021-10-14T12:27:09.611582Z",
     "iopub.status.busy": "2021-10-14T12:27:09.611017Z",
     "iopub.status.idle": "2021-10-14T12:27:10.747449Z",
     "shell.execute_reply": "2021-10-14T12:27:10.747984Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found auto_metrics results file at /mnt/sn1/2459501/zen.2459501.11350.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": "2021-10-14T12:27:10.756145Z",
     "iopub.status.busy": "2021-10-14T12:27:10.755392Z",
     "iopub.status.idle": "2021-10-14T12:27:19.122939Z",
     "shell.execute_reply": "2021-10-14T12:27:19.122276Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "invalid value encountered in true_divide\n",
      "divide by zero 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": "2021-10-14T12:27:19.133616Z",
     "iopub.status.busy": "2021-10-14T12:27:19.133038Z",
     "iopub.status.idle": "2021-10-14T12:27:20.800297Z",
     "shell.execute_reply": "2021-10-14T12:27:20.800851Z"
    }
   },
   "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": "2021-10-14T12:27:20.848223Z",
     "iopub.status.busy": "2021-10-14T12:27:20.811476Z",
     "iopub.status.idle": "2021-10-14T12:27:23.769113Z",
     "shell.execute_reply": "2021-10-14T12:27:23.769602Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
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\n",
      "text/plain": [
       "<Figure size 1008x2335.14 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 1807,
       "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": "2021-10-14T12:27:23.847882Z",
     "iopub.status.busy": "2021-10-14T12:27:23.846797Z",
     "iopub.status.idle": "2021-10-14T12:27:24.769177Z",
     "shell.execute_reply": "2021-10-14T12:27:24.769640Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "All-NaN slice encountered\n",
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Firstcal Delays')"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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5CrIBuvdOc91PzXVv1bluzbw/m9l3rn69fT1+SY9POnEVrSd/mpG1X6I9cmtf229d/1v85MU/uaTrORl377ubj93/Mb7++NdnHcf19fX89OU/zZsueRMr4hWLtv2f+eefIXEJAM/d8Fz+9BV/ShQ8vX9n+8zRuGc/N939fh4JdgLw83vfwhsOvhSAYFWFwRecwcBzNvDf/+Vh/uLWxwB43vlr+MzPvWBR1vS7W36Xv9r2V936h17wId50yZsWZVszZS5jMplkIplgvD3ORDJRpPbEdLm3rSc+lU4tyRpnCkzAingFQ/FQkSpDrIxXMlQZ6ot1yisrK7uxeljX9X8RJU88wc6f+RnSx3d2Yzt/6nq+feN6gjAkCANsYLHWYqzB5zlhIyGaanfzaCoharSJpxKiRkI0lRA30yJvpMSNTp4S5Et7Derb18jQqgY06wHNmqVVtTRrAc2qpVGzNKuGRm26PFU1NKuWqaqhHUNufHHu9+DxOO+61wLvPQ6H99N9+uoUz2g69SP1kZP3rJFn8YaL3sCrzn8VQ/HQci9HZN72Tu3lt+/8bb6565t98V+45hf4+Wf//DKt6vS2efNmtm7dutV7v/lExxrvF/ZEbYz5APAR4Hzv/Y452v8ceD/wZu/9387RfqwF/bL3/veNMX8NPBd46xH67fDej57I2kVEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREZHEYY7Zs2rRp05YtW5Z7KSKntNzlZD4jzVMyl5G6dDrlabetN97tl88R64nPd77ecZnL+uKZz05qf5+99tm84aI38MrzXqmXd88hdzntvE2SJ315280Ry9u0s/asWLefm9G/7Dtr/nLuVtZ6Rr+o3mCoBBXiIKYSVLqpt94pR0FEbOPp3EbEQZFHQURkIwyGxCWkeUriEpK8SJ2/rU59Vp9OvSx3xiR5Qu7z5T5MpwVrbPfzqfqIAR8xmIfUsoCBPKCeBdSygFpmqKaGamaoplDJIEo8ceqJE0dUpjDJCdsZQZJh2xlBO8W0Emw7hXaCWeD3hgsQRRBHUInxcYSPI1wcFimyZFFAHgVkkSENi5SEkISedgjtwNEKHO3A0QhyWjanEeQ0TMpUkDJlUqZMwpRNSUJIQ0hC8NYs954vOGsslaBCNahSCcs8qPSVq2G1e57rlDv95xp7rP7W2OXebVlAucu716Pe+4iZ9yW99x9H6tuaatAYm6B58DDtVovEZqQmJTEpic1ITEpqMtIoJw2KeuISnHfLfRiWXN5eR+PRf8+6dX9Hc/iOvrbfvf53uXb1tUu6Hr8A17onp57k8zs+z1d2fYW2a/e11cM6r934Wt503ptYV1u3INvrdesTt/LhLR/u1l+68aV88NoPYsz0eX+ht3ksi7W9fCqlde8ojW37cVMZ31mxlb8e+QoAZyQjfIhfov7s9VQvWAXl6Xr/4Tbv/+j3ceWf2u+97dlcsn7FSa8lDENGRkYwxvA3D/8N//n2/9xte88V7+FXn/OrJ72NpZC5jMPJYcbb40wkE0VqT/SVx5Px/lgZb2SNZVlzaEJWxCsYqgwxFJepp7yysnJWvBOrhbW+vw2ZWzY2xq6f+3la27Z1Y3efb0giqLdgsOUZaMFAG+rto0y0yBzQqMJUJ1XMdHmuerWnXoEs1Hfh6WqkNsLrLnwdb7zwjVyw6oLlXo7IgvrG49/gt7/32+xr7KMW1vi7N/wdZwyesdzLOi1t3ryZrVu3bvXebz7RsWahb3iNMR8APgKc773fMaPtfwO/DLzHe//xI4y/cY7w7wMB8O+AH3nvnzDGvLfcztXe++0LtHwREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREVkExpgtmzZt2rRly5blXoqILCDnHZnLSF1KmqdkPiPN06Lu0um2sr0Ty1zGRasv4tyhc5d7F+QIvPdkPiPJE1pZiyRPaOdt2nm7W+7GXH/sRPq3s7n7JC5Z7kMg82AwxEFMbGOiIOqW4yAmsmW9t71s623v9jvOcUeaqzMutOGS7b/3Ht9u45pNfLOJazZxzRa+2cC1WrhGE9ds4DvlVqdfq4g3W8WYVhPfaBZj+uZqQp4v2f7MxdTr2HodW6lgKhVMtYKNK5hqFVOJsZUqplLBViuYuGyvVDCVsr1axVSq2EpcjInLvuV8tlLOFZd94xgTBEuyb8677nmplbdo521aWasoz4h1zm+dcqdPb7nT/2hjPQv7nvlTUWxjKmGFalClElSohtWi3BOb2d6b98WOY9xS/s0vNecdSZ6QuOSI19m5rqcz+87qU8455/V4Rv/MZ8t9GE4JoQmJg5hKUCEKou53tRPrXJ9mxiIbERFhsQQuwHqLyQ3GGcjBZAafe3zqaadt/vLwXwIQuJAXPfY2auFhLDm3nHkLU9EUAD/2xI8xlA4t5+E4KW3b5tGhR3lk6BHaQbuvzXjD2VNnc8n4JaxKVi3PAmVBnXHGGVz2Y5fxS7f9Epkrzic3nn0jv//S3yewS3O9X06pS5loTzCRlGlGeTwZ74/19GlmzWVZc2hChipDDMVlOkZ5ZWVlN1YLaxhjlmXdSy1zGX/5vT9m5X/5M5712OLe3yUBTFV7k2GqMqPe216Zrjcr4J8Bn4nBYIzBYsGUdQzW2O53slsvOvTVO3269bJPb31WH2P68055Zn1GH2tmrxHo9pm5xiONme9+1MIaL9n4Eq4/8/qn9X20yGQyyR/+4A85Z+gcbrr8puVezmlr8+bNbN26dav3fvOJjjXeL8wF0hjz5rL4cuDngX8D7Af2e++/ZYz5NeB/AH8JfGTG8P3e+0eOMvctQOi9f2FPLAK+DlwE/G/gh0AMXAi8Hnij976xALsmIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiInyRizZdOmTZu2bNmy3EsREZHTgPOO1KW08zZJntDO27SzdpH3xLptvTGX0Mpac7fNjLki7+2f5AmZz5b7EByTwRAHMZGN+vLYxkU9iLrl2Jb13vZO/067jWb1OZ5xvbHABBhjlvvQPK35JMG1WrhmE99s4ppNXLOFazbwrRau0cS1Om1lvFn074/3jG+18I0GPk0JRkaIzjiDaMMGwjM2EG04g+iMDYRnnEF0xhkEK1Ys9yF42vDek7qUVt6inbW7eTtv98VaWWtWrJ23u/He8pHm6JxDT4dz28kKTUglrDBSG2Hjio2cO3Qu56w4p5ufMXgGoQ1PeN7O59U55mmeznn9mXm9SfJk1rWnt9+cfd3c41OXLsIRO/1YY6kEFeIgpmIr3WtSN1bmsZ0jNqPf8faNTAQZ+MzjU0+WZrTb7Xml4+Xx/N25f0ducwBe9/jriF2Mx/O35/4tzjoAXr/j9UQ+WpRjvZRyk7NzYCcPr3yYw/HhWe1rm2u5ZPwS1jfXY9C9xulqMpzklrNuoW2Lv4VLVl/Cx1/9cepRfZlXdupL85TxZJyJZIKJ9kSRl+XxZHxWrLfcylvLsubQhgzFQ0WqDLEyXslQZWg6VsY75ZWVld1YNaieNr8rdozv4D/d+p+4d/Regtzzb77keNH9/qhj8nqFbLCGG6iSD9bIB6q4wRpuoIZbUSMfqOEGa/jBOn6wTj5Yw68oyqZSKc6DpvhNaI3FlP9mxcpjOLNPb92YY+TlfJ25u3U4Zp/jWtMcazSmf/tzrc3Sv73eNhERWRybN29m69atW733m0907In/Cj+yz82o/79l/i3gRuDVZf39Zer1UeC9J7Ix731qjHkl8B+BfwWcD0wBjwD/CCQnMp+IiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJwarLFUggqVoLIs289cRpInJHlCO29387Zr087a/bG8TeYyUpeS5Elf3ikDREFEbGPiICa2MVEQEdmoW4+DIs2MzRzXiYUmxBizLMdHlo+JY4I4JhgaWu6lyEkyxnT/7omXZpuZy2jnbVpZq8jzVvec1im38lZ/n6w1q22ufnPNm7ilf9185jOyNGMqneLxice59clb+9pDG3L24NmcM3QOtbDWdz5P87S7L93zv5u+FkihElSIg7h7ne5cn7rlICZKAsLDYA/lhC1L7EMiFxH7iMiHxD4iNhH1datYsXENAxtXU63Vu/POnLN3W6ENj3utWZbRbrfnTlP99Yn2xBH7pmm6iEd0bgZDLasxGU8C0AyaxC4mtSnOOgBCF7J6cDVxNP+TyFLfSxxte+tZz3Xt69iZ7eSe+B52h7u7bftr+9lf28/qfDXPSp7FxdnFBAQntT2PZ8/kHppZsxs7c/BMamHtOPfmxLe5KDy4RoZrpJD72euJLbYeYashGGhlLR4//HjRhuHCVRcSmNnHcueBBlPtDIDVAzEbhqrFmHnu3679u7ht/W20bXE+XV1ZzR+97I+oR/V5zfdMEwURI7URRmojJzw2yRMmkgkm2hNFnkww3h6fFZur/WSuf5nLONA6wIHWgRMeG9mIoXiIocoQQ/EQKysri3pPrJO6bWW8GlbnveYT4b3nsw9+lg/f9WFaeQuAPDDc+jOb+TH/OlY1DcHQSoKhFdihIYIy2cFBTHDs85eIiMjTyfH/ijsG7/1R70a99zeexNxzjvXet4APlUlEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREROSkhTYktCH1qL7cSxERWTCdc9tANLAk23Pe0c7btLM2rbxFO2/Tyoq8t9zKW319ZvY/VnvvfB5/1DVlLmPHxA52TOxYkmOw0GIbUwkqREFEJahQCSrEQRmzs2NxEPeVK0GF2M6OHWnO3r6VoEJoQ4wxs9blnSd54jDNbaM0fzhKfrA95/pNZKletoba1SNUL12DrQSz5/KeLMtot9tFmmxzqH1oun4CKcuyBf8MTlYURVQqlSOnuEJESJQYtj3+Ax6MJwG4xY+wbuVDjA5t6861cfVGfvV9v7pcu7Lo7hu9j4/e91G++vhXyX0OwMHgIN+qfYv7avdx0+U38ZZL3sLKysp5b2MimeDdX343j4w/AsDKyko+8epPcN7K8xZiFxZVuneKydt2M/WDfZC5/sbAUL96hMEbziLeuGLW2Ld/6e3cN3YfANdedy3vvvLds/rc+vAoP/0XdwJQ9Zbb/+3LWTMQz2+tLuU9f/ceJieK77N1lufveT5m0sDgvKaUExAHMSO1EUZqIyc8tp23mWhPMJGUqT3BeDI+K9Ypj7fHu7HEJfNec+pSxlpjjLXGTnhsbGOGKkMMxUOsrKxkKC7KnVhveWZ7Jagc1zb2Nfbxn2//z9z25G3dWGhDfuGaX+B9V76PwM6+vomIiDyTGe+P/mP9mBMYczbwa8B1wLOBGnC+935HT58VwG+WfTYBK4CXeu9vmWO+3y77bQbWAO/z3t98UosUEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREZFlZYzZsmnTpk1btmxZ7qWIiIiIiMjTkPee1KU0syZ7p/ay8/BOHp94nJ0TO9l5eCc7J3ayv7l/3vOHNqQSVKgEFSIbUQkqxEE8HQuibrkTj208Xe7J+2L2KON7+kY2whq7gEfs5HjnSXZO0Lx3lOa2UbLxNhk5CTmpyUjISE1OGjo4s4JfXyFfGZBkCe12+6jJObfcuzdLpVI56RTHMUEQ4L3HTSSko02ysSbZaIusUx5rQVbs/++e8XG+tuoOAFp73shZAw8xNnR/d03PO+N5/N8f/7/LcjyW0pOTT/KJ+z/BFx7+As2s2ddWC2v81MU/xU9f/tOcveLsec9/0z/exFhrDIBzVpzDJ17zCVZXV5/02head57WAweYvO1J2o+Oz2q3gxEDzzuDweedQTAUH3GeLzz0BT50x4cAOG/oPP7+jX+PMaZ/W97z2j+4lfv3TADwS6+4mF96xSUntN7MZXxr17f42P0fY+u+rd34c/c9l41TG6lWq9x0001s3LjxhOaV00MrazGRTDDRnmAimWC8PV7UO6k9Xe62lbHUpcuy5kpQYSgeYigeYmVlZVGuDHVjQ5Uhcpfz5/f+OePt6b/Bi1ZdxO+86He4bM1ly7JuERGRpbB582a2bt261Xu/+UTHGu/9SW3cGHMj8BlgCxAAPw6c773f0dPnPGBrmcaBnwJe6r2/ZY75DgN3A48C7wbe572/+aQWKSIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiy8oYs2XTpk2btmzZstxLERERERGRZ6hG2mDn4Z3sOryLzGXEQUwlqFAJKsRBTGzjbrkbK+OBDZZ7+YvCOUeSJLTb7b7UarVmxdrtNs0DkzQPTNKabJLkKYnJSMlJyfBmufemnzGGSqXSl6rV6qzYsVIURVhrT2jb3nvc4ZRstEk2VqbRJtloi2ysiU/dMef4+MiX+NTaLwPQHn0pZ1f2sH/F9m776y98Pf/9hf/9xA7KaWy8Pc7nH/o8n3zgk+xv7u9rs8byY+f+GO+98r1cNXLVCc+9bXQb7/vK+2jlLQCuXXctH/nxj1AJKguy9pPlmhlTd+1l8o495Adas9qjswYZvP5M6s9eiwmP/V1tpA1e9rmXMZVOAfCXr/xLnrPhObP6/d3dT/KLf303AGsGYm77tZdRi499LjzQOsAXH/4in3nwM+yd2tvXdtN5N+Fv97Tb7WLtUcQ73/lOzj///GPOK88M3ntaeYuJ9gQTyQTj7XEmkqLciXVSt60nnrlsydZqMLzrinfxwU0fJDIRBw4c4KmnnuKpp54iSRKCICAMQ8IwPGL5aG295RO9DomIiCy0zZs3s3Xr1q3e+80nOtZ4709q48YY6713ZfkDwEeA8733O3r6GF9uyBjzCuBrwEu997ccaT5jzEXAw8D7vPc3n9QiRURERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERkWRljtmzatGnTli1blnspIrJE8jwnTVOSJCFJkm45TVPSNGXNmjWsW7cOY8xyL1VEREROAc45siwjy7Lu/UJvmit+pNjq1at51rOexYYNG5Z7txZNnue02+2TTkmSLPeuzBIEAZVK5aRTFEWLeq/pvcdNpmRjTbLRJtlYq8jLsk/yec1rB0LsQMyXkq/xf874JADpoWs5K5xk3+DD3X4/e/XP8sFNH1yQfTmdpHnKlx/7MjffdzM/OvSjWe2b12/mvVe+lxef/WKsscc97zce/wa/fMsv4/EAvPq8V/M/Xvw/TmiOhZbuazB5+24aW5/CJ66/0ULtyhEGbziT+NyhE/6u/7fv/jc+8+BngGJf/+dL/ufs7eeOG//XLTx5qAnAf33jVbzr+ececc77Ru/jU9s/xVce+wqJ6z+3BCbgnZe/k//nuv+HPXv28IlPfIJGowFAGIa89a1v5ZJLLjmhfRCZyXtPM2sykUww3h5nIpkoUnuirzyeFG2H24f74pnPjntbaytred8Z72P14dXs3buXp556ijRNF23fjDGEYUgYhgRBsKxla5fvvCgiIstn8+bNbN26dav3fvOJjg1PduPee3ccffxCzmeMOQ94DPh54CzgZ4Ea8B3gX3vvnzje7YmIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIg8UznnSNOUJElIkmTO8nxjeZ4fc/urV6/msssu49JLL+Wcc87Ry9pFREROQXmek6ZpX8qybFbsSPHj7Ztl2YKu+/bbb2fDhg08+9nP5uqrr2ZwcHBB558P7z1ZltFut086LfTxWghRFFGpVE46hWG43LvS5b3HTaVkYy2y0SbZWLPMi7pvH/uedy62HhIO1whHaoTD1TIv6rYWku6dYu1H7ur2N9E4BtM3x/r6+pPat9NVFES84aI38PoLX8/tu2/n5vtu5rt7vttt3/LUFrY8tYXzhs7jPVe+h9dd+DoqQeWY87783JfzK9f9Ch++68MA/NOOf+LsFWfzwU0fXLR9mYt3ntbDB5m8bTfthw7Oarf1kIHnbmDg+WcQrqrOeztvueQtfObBzwDwtZ1fY6w5xnBtuK9PFFh+5oXn81tfuh+A//udR3nnc88hsNPfxSRP+OrjX+XTD3yae0bvmbWdNdU1vOniN/HWS9/KhoENAJx55pm8973v5eMf/ziHDx8myzL++q//mje96U1ceeWV896npea9P2o6nj7z6bvY/Z/Oc1d9lYqvMOJHZvV33pH6lFbnn2nR7vwzRUpMQsu0qDfrXDR+EY9sf2QpvmrdtXbumZabtZYgCAjDsJt660tVDoJAz5FERE4Tp84vvPn5deB24P3AOuB/A58EXrKcixIRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERFZKM657svUkyTp5r3l+cayLFvWfTt48CB33HEHd9xxB/V6nUsuuYTLLruMCy64gDiOl3VtIiIipzLnHFmWda/nnXuF3nQi8aP1dc4t9+7O2969e9m7dy9f+9rXuPjii7nmmmu4+OKLCcPwhObx3pOmKe12+6ip1Wods8+peDzjOKZSqRCbkDC1hE2IckvsQ2JCIkIiHxATUqlWGDx3DSsuXsvguWuo1qvF2DgmCILl3pV5y6dSsrEm2ViLbLRZpLEi9618XnOaakg4UiUcqREO18q8SjRSw9ajo4+NA0bS1d26jcYhG+rrs35g/bzW9XRhjOGGs27ghrNuYPuB7Xz0vo/ylce+QuaL3zg7JnbwX+74L/zhD/6Qd1z2Dt526dtYXV191DnffcW72XV4F5958DMAfOTej7BxxUZ+8uKfXPT9ce2MxpZ9TN6+m2y0Oas9XF9nxQ1nUbtmLTY++b+1S9dcyrPWPot79t9D5jL+7pG/4/1XvX9Wv7c9ZyP/5xsPM95MeXyswVfv28urrz6Dp6ae4rMPfZbPP/R5DrQOzBp39cjVvOOyd/DK815JHMz+bbdu3Tre97738bGPfYxDhw7hnOPzn/88d999N1CcdztpZv1o6UT6nuzc8vRlMNTKfydiYGCADRs2sGHDBgYGBsjznCzLuqm3fqLlU4lzrvusarlZawnDkDAMCYLghMrzGXO0sjFmuQ+HiMgp68R+gZ96Hvfev7NTMcasBf6XMeZM7/3uZVyXiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIPIN470nTlDRNSZKkm/eW5xs7FV5cPh/GGKIoIo5j4jjulqMowhjDrl27SJKk27/RaHD33Xdz9913E4YhF154IcPDw31zeu+Pa9vH02+p5zqd1665jt4nDEMGBgb60uDgYLccx/FxbV9Enh7yPO9ev3tTlmUnHe+NZVm23Lu6KMIwJIqibj4zHU/cGMNDDz3E9u3bu8fJOceDDz7Igw8+SK1W4+qrr2bDhg202+3jTsd7PVkqxhgqlcpJpdhG+B1TNLeN0XrgAD7J59xWsDKmdtUItatHiM8ZwlizxHu7MFwzIxttko01i3y0STrWIhtt4pvz+5sylYBwpFak4SrhcK1bt/UQY+Z3rExsWZutnq6H45DV+/qsr6+f19xPR5etuYzfedHv8IubfpFPPvBJPvfQ55hKpwA40DrAH9/9x/zFvX/BGy56A++64l2cO3TunPMYY/iPz/2PPDn5JLc+eSsAv3XHb3HG4Bk8/4znL8ras7Emk7fvZuqup/DtGX+DBqqXDzN4w5lULlg57+/Tkbzlkrdwz/57APj8Q5/nvVe+F2tsX5+BSshPP/8c/vibjwCe37/1n/n62L18Y+c3yH3/eiMb8arzXsU7LnsHV6+9+pjbX7NmDe9///v52Mc+xujoKN57Hn744QXbP5HFYoxheHiYDRs2dNP69etZsWLFomzPe49zjizLyLKMPM8XvHwiY04lzrnuM7TlFgQBYRh288UqH6tfEAQLfr0QOd1572m320xOTrJmzRqstcceJAsqXO4FnKR/nFG/t8zPAXYv8VpERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERETkFOa9J8sy0jQlSZJu3ls+3thc7aerKIqI45g4jrvlhYiFYXjUF3tnWcZjjz3G9u3befDBB5mcnOxre/DBB5di90UWXRRF1Go1rLUEQdDNe8sn27YY/Y/29ytyunHOde8BOmlm/UixE41775d7dxecMYYoimalMAyPO348fcMwxFq7IGt+1rOeRavV4r777uPuu+9m165d3bZms8n3vve9BdnOfFhrqVarVCqVk0pRFM3rXO3aOa0HD9C8dzeT2w/gUzdnv2B1hdrVI9SuGiE+ewXGnh7XBdfKyEabZGNNstFWT7mJa2TzmtPEAeFwlXCkVqThGuFIUbcD8/scjrnNKKDuqgzmNSaDJsZmONO//nX1dQu+3dPdhoEN/Mp1v8LPPevn+MLDX+ATD3yCvVN7AWjlLT7z4Gf47IOf5WXnvIz3Xvlerll3zaw5Qhvy4Zd8mPf803t48OCDZD7j33/z3/Px13ycC1dduCDr9N7T/tEhJm/fTWv7AZhx6TDVgIHrNjD4gjMIh2sLss25vPK8V/I/v/c/OZweZtfhXdy5505ecOYLZvV763PX8xc//GvsytvYXd3L7sf729fX1/O2S9/GT138UwzXhk9oDUNDQ7z3ve/lk5/8JHv27DmZ3VkWnb9/Y8xxJ/U/PdZytP7VapUoihb9+9VhjOn+VqtUKku23bl478nznCzLuvlSlzv1PM+X9VjMdCqtKQxDgiAgDMOjlqvVKldccQWXXnrpgt2HiywU7z3OOZxz5Hl+1DzLMhqNBpOTk910+PDhvnqWFffSv/qrv8rg4OAy790zT7jcCzhJB2bU22VeXeqFiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyMLIsow0TUmSpJv3lueKHau9k3vvl3v35iUMQ+I4Jo5joijqy+cT65SjKOq+PH459uniiy/m4osv5rWvfS27d+9m+/btbN++ndHR0WVZk8hiSNOUNE2XexknzFqLtZYgCAiCoFuemZ9o21L3l1OX9548z0nTtHvtn5nmip9I3048y7Ll3t1FEYZh93reW+5Nc8VPpG8URQRBsNy7Oi/VapXNmzezefNmxsbG+OEPf8jdd9/NxMTEvOYLw5BKpXLUVK1Wj9knDMMF3tNjc62M1gMHaNw7Suuhg5C5OfuFw1VqV49Qu2qE6KzBZbtPPBbXzshGW2RjTbLRMo21yEabuKn5XXNNZAmHa4QjVcKRWlkukh1c+ntmExXXsJF0NZNBE4DcJt32wASsrq5e0jWdTgbjQd5z5Xt45+Xv5Ks7vsrN993M9gPbAfB4vrHzG3xj5zd49tpn894r38tLN76UwE6f6waiAf7o5X/ETf94E/ua+zicHuYXvvELfOI1n2CkNjLvdbkkp/GDfUzevpvsqcas9nBtjcHrz6S+aT22svjn3lpY43UXvo5Pbf8UAJ976HO84MwXdNt3Hd7FZ7Z/hi/+6ItE6w/PGv+cDc/hHZe9g5dufCmhnf+5bXBwkJ/92Z9l586dtFotjDHHTMBx9Vvs/iLPNMYYwjBclvuZmZxz5HlOnufde/7lKjs3973Vcumsq91uH7Pvvffey8qVK3nuc5/LtddeS71eX4IVymLq/Nbu/I30/q3MjB1vvlRjZo5dDJOTkwwODi7K3HJky3/VEBERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERkdNOnuekaUqSJN38SOUTjZ1qL6c+XkEQEMcxcRwTRVFfPp9YpxxFEdba5d69RWWt5eyzz+bss8/mFa94BaOjozz66KOkaXpc440xC9LnVJ3rdF77M2GuNE2ZmprqS5OTk91ynufHtZ5TjXMO5xxZli33Uk5KEARYawmCoK88Mz/e2HL0P97v9GLJ85xGo8Hk5CSNRoM0TftSlmXHFZsr7r1f1n1bDMaY7vV7ZgrD8LhixxMPw/Bpf3+wkIaHh3nZy17GjTfeyI4dO3jggQdI05RKpXLcKQiC5d6NE+IaKc0HDtC8d5TWwwchn/vvLVxbo3b1CLWr1xJtqC/7OafDJTnZaJNsrEk22poujzVxh4/vHnGW0BIOVwlHaoQjNaLhGuFIUbcr4lNm3wGMLdayNlvNDnYDfWzIlgABAABJREFUkJqk2z4UD2GNzgHHEtmI117wWl5z/mv43t7vcfN9N3Prk7d223+4/4f88i2/zMYVG3n3Fe/mDRe9gVpYA2DDwAb+6OV/xHu+8h6aWZMnJ5/kg//yQf7ilX/R7XO8soMtJr+7h6nv7cU3Z99bVS9dzeANZ1G5aFX3s18qb7nkLXxq+6cA+ObOb7KvsY+HDz7Mp7Z/iu888R08/ecO7yLS8U388U/8W15x0TULtg5rLeedd96CzSciT3/WWqy1RFG03EvBOUee52RZ1s07qbe+FOX5PFcdHx/na1/7Gt/85jd51rOexfOe9zzWr1+/CEfq1OW97z4H6RzH48lPpO9SjX06/s5eCFEUMTg4eNo/5zpdhcu9ABEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREVkczjnSNCVJEpIk6ZYXIpbn+XLv3rxYa4njmDiOiaKoLz9W7GjtURQRBMFy797TxsjICCMjI8u9DJGT5r2n3W7TarXm9XL0E21bqP7OueU+dAums59pmi73UubNGEMQBFhrCYKgr3y02In2B2g0GkxNTTE5Ocnk5CRTU1M0Go1lPgILIwzD7jU7iqJZ9SPFTjSu+4FTm7WWCy64gAsuuGC5l7Io8qmU1n1jNLaN0v7RIXB+zn7Rhjq1q0aoXT1CtH5gaRfZwyU5+YEW2WiTdLRJNtokG2uSjbVwE8n8Jg0N4Zoa4UiNcKRKONwp1whWxBhrFnYnFpM1rE1Xd6tpMH0tW1VZtQwLOn0ZY3jeGc/jeWc8j4cPPszH7v8YX3r0S2QuA2DX4V389zv/O3989x/ztkvfxtsvezsjtREuH76cD7/kw/y7f/l3OO+4d/Re/tN3/hP/+8b/jTX2qNv03pM8NsHk7U/SvG8MZvw5mjigvnkdg9efSbS2vli7fkwXrb6ITes2sXXfVjKf8aa/fxOH2odm9du4YiPm8A3c9/Cl4Gp89W7DKy5a+vWKiJyKrLVYa4miaLmXgnOOLMvI85wsy45a3rVrF1u2bKHZbAKQZRlbt25l69atnHfeeTzvec/j0ksvxdojX/O89/N+rrGQYxZirJyajva8o/cZR61WY3BwkBUrVjA4ONiXVqxYQRzHGHMa/RZ4mgkXYhJjzJvL4uYyf7UxZj+w33v/rbLPq4EB4Oqyz0uMMSPAlPf+n3rmegmwFthQhq4zxkwCeO8/vxDrFREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREROZ20Wi0efPBBkiSh3W7TbrfnLHfyNE1JkoQsy5Z76fNijCGOY+I4JoqivvxI5eONBUGw3LsnIs8gxhiq1SrVanW5l3JCvPcn/ML6hei/kHPleb7ch3HBeO9P22v6sXSu+WEYEkVRX5orNt94GIZYa5d7d0UWRX44oXnfGM1to7QfPQRu7n7RWYPUrhqhdtUw0dr6kq3Pp47sQJNstEk22iIbK8tjTfLxZH6TBoZwTZVwpEY4XCvzoh6srGCsWdidWC4GRtLV3Wpupq9ta2prlmNFTwsXr76Y/3rDf+XfXfvv+PT2T/OZBz/D4eQwAIfah/ize/6Mv9r2V7zuwtfx7ivfzYvPfjH/8bn/kd++87cB+PrOr/N7W36PX7nuV+ac36eOxg/3MXnbbtI9U7PagzVVBq8/k4Hr1mOr4eLt6HF65NAjRDbq1g+1D/W1v/CsF/LOy97JDWfdwNbHD/HmB+4A4G9/sJtf/fFLWTd0et3niog83VlrieP4uPpeeumlvOQlL2Hbtm3ceeed7N27t9u2Y8cOduzYQb1eJ47jI/4e994v1q7ISbDWYq0lCIJj5sfTZzHnOFYfeXpYqLvez82o/79l/i3gxrL8J8C5PX0+VOaPA+f1xP8L8JKe+i+UCeBp8otSRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERETk+E1NTfE3f/M3y72MWeI4Jo5joijqy49UPt5YEAQYo1eZiogsF2MMYbhQr8BePs458jyflR9vbL5tC9nfObfchxGAWq3G4OAgAwMD3Wt2FEWEYdgt96bjjQdBsNy7JnJaysfbNLeN0tg2SrJjAvzc/aKNK6hfNULtqmHC4dqircdnjuxAi2y0WaSxJtlYUc/H20dc31FZQ7imSjhSIxzu5DXCkRrBqgrGPgN+L1jD2mx1t+rIu+WR2shyrOhpZV19Hb+46Rf52at/lr/50d/w8fs/zpOTTwKQuIQvPPwFvvDwF7jx7Bt5z5Xv4acv/2k+8cAnALj5vpvZuGIjb730rd358ok2k9/dw9Sde3FT6aztVS5axeD1Z1K9bM2yf38zl/GtXd/i09s/zZ1775zVXgtrvPmSN/P2S9/OOUPndOPXnbeGTeesYuvOQyS5469u38GvveqypVy6iIgssCiKuPbaa7nmmmvYuXMnd955Jw888ADeFzdwjUaDRqOxzKtcGsYYrLUEQXDC+XzGLOQcM2N6ti6nmgV5yui9P+Y323t/3nHOdeNx9NkBzNqm9/6WueIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKns0qlMu+xURQRx3E37y2fTCwMQ72wV0RETmnWWqy1y72Mk+K9xzlHnufdvLd8sm29Ze89tVqNwcFBBgYGuvnAwABBECz3oRB5xssOtWjeO0Zz2yjJ4xNH7BefO0TtqhFqVw0Trq4u2PZ95sgOtshGm2RjnbxJNtokP9QGP49JLYSrq4QjNcLhGuFwWR6pEayqYoJn+O8NA2vT1d2qM9MHeW1t7XKs6GmpHtW56fKbeNulb+PrO7/OR7d9lG1j27rttzxxC7c8cQtXDl/JFcNXcP/Y/QD89p2/zZmDZ/Kc/FlM3rab5r2j4Pr/EExkqV+7jsEbziRaP7Ck+zWXg62DfOHhL/DZBz/Lnqk9R+z3nPXP4T885z/M2favXnwhP/+JLQB84ruP8wsvvYjBSrgo6xURkaVjjOHcc8/l3HPPZXx8nLvuuou77rqLZrN5zLHWWoIgOOl8ucb25iKyOHS3KCIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIicoqrVCpcddVVVCoVKpUKcRzPKvfmnRSGoV4QLCIichozxhAEAUEQLPdSRGQZZGNNmttGaWwbI911eO5OBuLzVlK/eoTalcMEKyvz3p7PHdnBNtlYk2y0TGMtstEm+aEWuHlMaiBYXSUcrhKO1AiHa0U+UiNcXcEE+r1yRNawNl3drXp8t7whWrccK3paC23Iq857Fa8895VseWoLH73vo9zyxC3d9vvG7gMgshGpS8l9zr//2i/z4cf+PRe0z+6bK1hZYfD6Mxh4zgZsPVrK3ZjTfWP38ekHPs0/PfZPJC7pawtMwMvOeRk3nn0jv3HbbwBw2+7beGrqKdYPrJ81149dsZ7zRwZ4bHSKw62Mv/7eTj7woguWZD9ElpLPHa6V41sZrpXjWhm+lePaGeHqKvF5QxhjlnuZIoti5cqVvPzlL+clL3kJ4+PjGGOw1hIEwZy5/hZE5FjC5V6AiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIHF0URbz5zW9e7mWIiIiIiMgiS/c3aG4bpXnvKOnuqbk7WahcsIraVSPUrhwmWBEf9/w+9+SHWmRjLbLRZpHGyvxgG5w/8UUbCFZWCEdqRRquEY5Ui/LqKia0Jz6n4KxhpL16zrb1Zu0Sr+aZwxjDdRuu47oN1/Ho+KN87L6P8Q+P/AOJSwBIXdrt2zQt/n8b/4g/3PEfGc5WEZ83xOANZ1G7YhgTmOXaBQDSPOWrj3+VT23/FPfsv2dW++rKat58yZt566VvZcPABgD+9pG/5ft7v0/uc774oy/yr5/9r2eNC6zhAy86n9/4m20A/OWtj/Ge688jCo78d+6dJ90zRbSujol0PpDF5b3HJw7fznCtHNfK8DNy187xraLdl/W+9lYOmTvqdqKzBxl6xblUL12NMcv79y6yWMIwZHh4eLmXISJPA+FyL0BEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREROSZKn1qiua9ozS3jZLubczdyRoqF62ifvUI1SuGCQaiI87nnSc/1CYba5KNlmmsVeQHW5D7ea0zWFkhHKkSjtQIh2tFPlIjXFPFhHZec8rc0jQlJafiI1ZlKzgUHgYz3b4hH1m+xT2DXLDyAj50/Yf4uQ3v55N33MzftL/MRDDV1+dgNMG/vvi3+aPrfp9NVz57mVY6bV9jH5998LN8/qHPM9Yam9V+1fBVvPPyd/Lj5/04laDS1/aWS97C9/d+H4AvPvxF/tXV/4rABrPmeNOms/ndrz7E2FTC7vEWX7pnNz957dlzrsfnjrGPP0Br+wHC4SojP3M14ZrqAuypPB353OPbGa6V41oZvsxdO8e3irgv673tff3aGbjFX2v6xCRjN99HdPYgQ684l+qlqzHGHHugiIjIM1C43AsQERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERHx3oPz+MzhU4fPPaQOn5f1zOGzop2sUy9iLslxzQzaGfFFq6lfMbzcu3NE3nvSPVM0t43SvHeUbH9z7o6BoXrxampXj1C7fA22Hk3P4Tz5RJtstEk22irysWaRH2hB7ue1tmAoJhypFWm4RjhSLcprqpgomNecz3Tee1qtFo1Gg6mpKRqNxqzyzHqSJNyQXMXlrGdtuppD4eG+OcceHeOxNY+xatUqhoaGCAJ9NgvN557mfaNM3r6bfMcEb+elvNHcwNdXfpe/Gf4Gu+P93b6HmeQ9d32AG3bfwHuvei/P2/A8jDFLt1bv2bpvK5/e/mm+8fg3yHzW1x7ZiFee90reedk7uXrt1Uec5+XnvJw11TUcaB1g79Rebn3yVl6y8SWz+lWjgPdcfx6/+7WHAPizbz3KG685a9Y+e+859PeP0Np+AIBsrMX+P/shIz/7LKKR2snutpxCvPfFdbqV49pZkbcyXKtTLuq+XeatDNcu4r6VdXOfuuXelWkGTDXEVgJsNcRUi5zA0HrwIGTFWtMnJhm7+T6iswcZesW5hOvrTH77CfIDLUwcYCJb5HGAjTtli4mCbtlGZWxGPwKzpOcSERGRxRIuxCTGmLOBXwOuA54N1IDzvfc7ZvRbDfwv4I1lnzuAX/be3zvHnJcDvwW8FBgAdgL/r/f+/yzEmkVERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERE53PnPkEwn5RJt8vE0+nuCaWffl3DYOMJVgRtliK0H35d3G6oXdIiIiIgLeeXzmIHP4rCj3plnx1OFzB6nD576oZ0XMpw7mmKOYZ664x6c5ZH5hdub2PSTXn8mq11+4MPMtAO896ZOTNLeN0rx3lGysNXfH0FK9dDX1q0aoXLoanzqy0SaNe0fJxppkoy2y0SbZgea8j5ddEROOVAmHa4QjNaKRGsFwjXC4io2Dk9jLZ4Ysy2g0Gt00NTV1xPrU1BTNZhPn3AlvJ6UYM5Kt5mF29rV9+77v8Z37vt+tG2MIw3DZUhA8fb43+VTK1Pf3MnXHHvLxdl9b1cf81NBruem693Pnqm387g9+j12Hd3Xbb9t9G7ftvo3L1lzGe658D68875VENlq0tTazJl9+9Mt8evunefDgg7Pa19XX8bZL38ZPXfxTjNRGjjlfHMS84aI38Ffb/gqAzz70WV6y8SVz9n3X88/lT255hGaas33vYb7z8CgvvmRtX5/J23Yzdefevlg+nrD/z37I2g9cTbR+oBtPdh2mcc9+yD2EFhMaTGQxYYCJDCa0RYqKnJ5yN+9tDwzG6HnH8fDO41sZrp3jWnm37FsZrpWVsRzXyvDtvIxlRazbLwe3QNfwhRBabDXAVkNMmdtKgKmG2GqZV/rbu/2qAaYSFs/WjvAdyicSDn9rF5N37oWsOFenT0wydvN9YIETP+XPzYKJgunnfD3lItnieV9ku3UTlc8A455Y57ngjH56JigiIkslXKB5LgLeCmwBvgP8+MwOprh6/z1wPvDvgIPArwPfNMZc471/oqfvdcC/ALcAHwDGgYuBwQVar4iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyGkjn2gz9b295BMJ+Xi7yCfauKns5CcPLbYy/ZJuWwlmlC2m0nlJd4Ap223nhd0z2mwcQKgX2ouIiIgcL+895B6fuZ7kobeeOnzu8amDvKyX/Tp9mDG+L94Z39OH1OFzh0+LOM4v96FYUJO378bnjlVvvGjZ7k298yRPHKZ57yjNbaPkB9tzdwwN8cYhwrU1bGTJDrWZuGUX+RcfLj7zebCDEeFIjXC4VubVbt1WgpPYq6cX7z3tdptGo8HU1BSNRqObeuu95Xb7CJ/jArLW4qwBB2vT1TMWDYb+77T3njRNSdN00dc2F2MMYRguW7LWnvTfebp3isnbd9P4wb7Zf3eBoX71CIM3nEW8cQUAr+AMXnH+j/Hr3/l1vvTol/q6bz+wnV//zq/z+1t+n3dd8S7edPGbGIwHT2p9vXYd3sVnH/wsX3z4i0wkE7Par1t/He+47B289JyXEtnohOZ+88Vv5q+2/RUAtz55K3sm93DG4Bmz+q0eiHnbczZy8+07APjzbz/Kiy9Z221vbj/A+D8+2q1XLlhJsuswPnW4wyn7//weRn7maoKVFSb+eQdT39+L8x7D7O/3vBgwocVEFkJblMv6nHloi2cZUYAJzZztffPN1V6WCZbmmYj3xb2Ca+W4VoZv5bh2mbcyXCvHd/J2J5b1lHN8K8cn+aKv9bgZimdL1bCb22qA6c077dUAWynzGe0mtIu6zGAoZtXrLmTFSzZy+Fu7mLxzD2TlfdT8Lttzc+DbxecHKQv+SQXld72T4gAT9Tzziy2mEpbPCG1xvGNb/J2U7TYq+8X9zwuX6u9AREROD+ECzfMI8FngOmBTGTsb2NHT563AC4EfAn8GrAB+Avg48B+ADwIYYyzwT0ATuAF4HfA+7/2fL9BaRURERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERETiuulTPx9Z2LM3nmcJmDqWzh5rSUL9cOMJWel2/31PvLdrpfpWzrlqdf1m2sXtD9TOC9Z+rOPUzeuhvXyrDVsPguVAJMNSzzoHjBe7WMV2bUy362GkBo9XJ3ERE5Ip97fO7wqYMy95nDZ77MHWSzY9PxMpa66XkyV8zbEyv694/vzEnmlvswPH2EFnIHvqhO3bmXfDxhzTsvw8bBkizBO0+yc4LmvaM0t42SjydzdyzvmTvfjeSxcZLHxk9oW3YgIhypEQ5XCYdrRbms22q4AHtz+snznGazydTUFI1Gg0aj0Veeq57n+aKvK45j6vU6AwMD1Ov1buqt95ar1SrbP/x9GGuzNl3dN1fgLRfXN9Jc4zl06BBTU1N47xd9H47Ge0+apqRpuizbN8YQhuEJpyAIMIcy8ien4EBKgC2SLfKoGjNw2QgrrlpHc2WNNGwQjiV9c/zWC36LNE/558f/eda6nmo8xYfv+jB/+sM/5c2XvJmbLr+JDQMb5rWPzju+u/u7fGr7p/j2E9/G0/+Z18Iar73gtbz90rdz6ZpL57UNgHOGzuH5Zzyf7+75Ls47vvDwF/i31/7bOfv+zAvP52N37MB5uPVHo2x7cpyrzlpJsmeKA5/a3j0Xx+esYOR9V5E8cZjRv7oPn+S4qYz9f/JDMut4NN3Dw+Ee9thDeOMJvJ3+LLDdetgtB3O3zWgPnSVo9c8VzhgfztiWxc772HUZMKEtfotGFhOWKZrOCQzGAtZiKA9Vp+A9OI93HnJf3FN07hvSMiUOn+Tglvdvv09osJUQW+397V7UbbX8vd75fV/t6debR6fXs59gKGbwBWfSeuQQ2d7Gci/nxOUen+f41iJdBw1gDZjO990Un29gMYEp/g4CgwkshEVe/L2Y4m8ospgowHb+fuIyj4Ki3Rbju/Pacs6y3NcW2Ok1BHOM7R13Gn0HRUROFyf969QYczbwf4CfAAI44l3b28r8ip4+64B/AN4AfLCM3QiMAONAtYz9jjFmpff+/8zYdh34TeCtwFnAk8D/BX7He68nOiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIi8rQQDMVzNxgIVsTYlRWCobhIA1Hx8vXE4do5PinSdLk/zmK8k92Bb+XkC/yi7uKl2kHxUvZ4umziANtX7u0XlOUiZss+nTKBwRi9QPtUkR9OOPiFh2ltP9CNucn05Ca1Blstvw+VEFMtvwfVsMzL70lvfa5+caCXrYuILCDvPWS+uG/pSx5666nD5zPinVg6R/9yDp+544qjN6KfOgzF9boWFqkaYsp8OhbMinXqJrYYY2jvOsz+P7m7+9m2th9g3x/fzci7ryAcri3K0n3uaT12iOYP9tG8/wC+mR17UHnPfCy2HhKO1AiHa4TD1aJc1m0tXIDVn7q89yRJQqPRoNFoMDU11S3PrHfKrVZr0ddljKFer/elgYGBOcudFEXRCW/Hlb9TRrLVffHYR7w8vIYNH9jcjeV5TpZly5a8X4wflsfPe0+apqTpSfx2mOsjcsD9ZTqKuq0zvGGYscoYANZbIiLapg3AZDrJzffdzMfu+xhXhVfxouqLOLtyNmEYHjMlJNwyegtf3vNlnmw8OWvbGwc38vbL3s4bLnoDKysr57//Pd5yyVv47p7vAvDFh7/Izz3754js7AO0cU2d11x9Bl+6Zw8AH/nOo/zua69k7KP3Fc8bgGBVheF3XYGJLJXzVzLygasY/Ytt+HaOTx05Gdvj3TxlD3XnzY0j771AL+HPMOMNAbabQm/76oEPCH1AlZAKEbEPiXxITEBESOQDQgLCLCDMLEFzeqzFlP812KXcqeMRGExoixTZ4pra+6ylWlyDbTXE1strcD3CDhQpGIyKfs+w5yuNu/dx8G9+hG9PX8+D1RXywwlky3tePCV4IPeA7z5+PC2OigGsKZ4BWYMJzNz1Mi/KFixFn8Aee6w1xd+dnWuuufpajO2sy/aPPcJcx7WtZ9jfrIgsn4X45XoRcAPwdSAAfnxmB1Oc1V4BtIH3AecCvwP8PvBHwDnGmEHv/STw1nLYA8B64HxgFfAmY8yfe++b5Zwh8M/AFcB/Be4Fng/8/4E1wK8swL6JiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgsO1sNWfGyjQSDMcFQTLCyQrAyxg7GxUuS58l7j08dPsnx7RyXTJd9kuOSvKy7otwb75Zdt9xpW6yXifvU4VMHUyn5sbsfH2vKl8fb4qXwcZFsJZh+sXwnXilfMh8HmIqdLve2VSwmCk7qc3mmam4/wMHPP4SbTBd2YudxjQwaGTntk5rKVMrvQzXAVsIyDzCVcO54tYxXAmw1nB4f2gXaORGRxeEzh2tmRWqkuEbWrfvMQebwmcdnri+ROnw+I546yMt7jryo+6yISY/AYAILIUUeGIwxYA0Yg6E4Xt4Dvij43IMr885nsMyH1VQCbC0srnu14vpna0UynXI1xNaC6XqnPV6Ye6jKxhUMv+8qxv5iWzeWPdXgqT+6m+F3Xkb14tXzntv74r4iG22S7W/Q+tEhkp2HyQ+1wc3/4JtqSDhSJRypEQ7XiEZqZbmKrUfznvdU45yj2WwyNTVFo9Hopt76zLYsyxZ9XVEUUa/XqdfrDAwMzFnurVerVaxdmPu5PHMkzYx2M+vPGxmPjyesThxrklV9Y2IfkY/339cGQUAQBFQqlQVZ14nK85wsy5Y8dbbrnFuW/e6wzvKCvS/gm2d+k6loCmccZHDV+FXsWLGDyXgSAIfjnuwe7pm8h3X713Hx+MWsb67HMPvcNxFN8MjQI+wc3ElmZ/8drG+s58KJC9nQ3MCj9z7KH4Z/SBiGC5KGg2EuTy7nUHqIvJHzD9//B5571nPn7PuBG87lS/fsAeCrP9zDnqc8HCq+n6YSMPLeKwlWxADs372P73/52+x2e7iRK6gSExPyquQavhb9kN3BwcX6iAoeIgIiQmIfEhOUeUhU5rEPy/agiHf7dtoCQoLFXecJcHhycnI8DofD4/B444tnPng6Xy/jDab8thkMAQaLJcAS5AE29/j2ST5tCS0msphubopnJGFZ7mnv9u30D21fe7ffMdpN1HPftERcknPo7x+hcddT08HAsPI15zN4/ZmQOfKpDHKHdz33a87PXT9S24w+0+0OHHjnZsT75zliWxn3uYOsbJtrrd6Do7gBfSbdunuKY1T+Xnk677qphgxsWtd97iwisliM9yd3OjXGbAT+A3AdsAnonLVe5L2/tezzBuBvgT1l+wBQBaaA7wIvB84BngQOACspLnUOCIH7gfOBf/be/2Q557uAjwGfAq4HzirHPwzcCJztvd93UjsnIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiILwhizZdOmTZu2bNmy3EuRJeBzh08cLsnx7Ryf5Lgy90mOb89o65RTN92vr83hk5N82fsSM5HFVAJMHGDjoCzbnnKnradfb7zsbyrl+Lh4Mf3TkU9zDn35Mabu2NMXH7zhTAZfdDY+zfGtHNfOyjzHtzJcu7/s2zmulePbZb0cQ3YKvhI9tNhq+TlXAkwlnK5XwzIPsJWw+A5Up/sU9SJuIosxZrn3RkSWkM89PiuumT51+MxNl3vrmSvOn2Wc7Eh9+vu5ZoZrZKfddfekGIprbGgxocWEpsxtT7yMRRYTFDmBKerhdMwEBh8YcL58U7uf/swyP33MkxyfuOlrVjvHtTJcM4fMLe/hiG1xnamF2GqIrZXXn1qnXOSm01a221qIqYSY4NS5Lh2+7UnG/+HR/qCBla85n8EXnnXUa6hrpKSjTfKxFulok2ysSTZaJN+a39+HqQSEI7UiDVd7yjVsPTwtr+lJktBoNLppampqznKn3mw2l2RdtVqNgYEB6vV6N/XWZ7bFcTyv7XjnSdo57UZK0sxJmhntZlbkjSLvjc3VnqXH/psfGTzEf7v6N7v19ckwNz/yXznzQy/AVsN5rf3pJs9z8jwny7JZKU1SGo8fYnLbPlpPTpDjyI0jJyfD4WIIzqxjNlRxAXPOcazkXPE5TkQT3HLGLaRBCsBQMsRLdr+E0eooD698mNHa6Ky1DyVDXDx+MRsnN2Kx7K7v5pGhR9hf2z+rb+hCzjt8HhdMXMCKbMXiHtQT8JXkUp5yQ3yIGi8nAsDj+d66nRwcahGGIc1DUzx1aHqfVrkBXpNcS51K0d9C/c3ns/qaM+f8LNN2St5IyBopebNIrpWVvwcdtHNIHCQOk3hMBjYFm0GQQ5BZAmcwnDrn2oSMlIzE5EXZZCRkJKY/PrOtqBdtOY6F2iXjDSGWoJN8kYcEffXe9qL/7PawWw+mY3OOL9otC/DZdO7fojL13tNFPfd20eyYmRmLbP/9YU/cNTMOfuFhsn2N6U0PV1nzzsuJzxo8yU/h1OW9L+9xi/tbnMc7D3mZ98Y7979tVzzLSXJc0nMPnOTlbxA//Vuk9zdK5iDzxfPFvLiHJu/M74r7bFlQJg5Y8eKzGHzRWdiK7i3k6ce1cw5/cyd2RcyKG85a7uWctjZv3szWrVu3eu83n+jYhTizXAi8FdgCPAxcOUef15f5KuBngHOB3wFioHfRrwJWluVvAB8FPgFcDDwAvNEYcwXQAD4GZMBPAimQAG3gRiACng/8/cnvnoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJwIE1hMzWJrC/diZu+KF2v7dl68oLvMfeJ6yr1trr9fO8d1+rRdUW7nxUvCF4FPixeEQ0q+UJNag4kDbMVi4gBTCbBxMKNsMZWg7BdgogBTsUVbJ95TNpHF2JN8mf1JSHZPcuCvt5Pta07v5oqYNW+5hOolqxdkGz4rvyOtrMzz4kXv7RzXyvHtrMzzvn4zx/hkwT5JyBxu0uEm05Obx4KJQ2y1/A5UwzIPsJXpsqnM3cdUwuJ7UgmW9XsgcrryeXGu95nrnvf76pnDp/nseFrESRJ82oakhU9bkLQhbUPWxmdFTpZAXuYuwbgUY1IgxXSSKfLeGCbDzuhTtGc9fTrtWTnekbOSnBHyaC25HyH3a8n9MLlfS+ZHcKwCgoU7iIHBhLa4HgVFTmCKetibDIQzY0eKF3PSM6fpmZOZ/azBmOlzoHe+OP83i+uDa6a4Zt4TK3LfzMgP5t2Yb5bx1C3c8ZmP0GJrxfne1kJMmdtaWMaCWTFTK64TthoWx+RpYvD6M0l3T9HY8tR00MP4Pz5G+uQkK197Afl4m2y0WaSxVpk3cY1sfhu1hmB1hfjMQcKR2nQarmIHor7v2qnGOUer1aLRaDA1NUWj0ZhVnllP05O8lzkOQRAwMDBAvV6nXq8fsdyp12o1rD3299h7T5Y6kmbG5NgUSTMjaWa0e/PGHLFunpO0MlicnxN90uZQsZ3y61PNKwDkEwm2unC/uU5nQRAQBAFxHHdjrp3R2LKPydv3E4w2WUEVqHbbw/V1VtxwFrVr1mLjk7u25XlOnudkWcb39nyPX77tl8l8xkQ8wZPXPslvXPEb4GD7oe38w55/4M5Dd+LLL89EPMGWtVvYtm4bBkPLt2bNP+yHuTq7mouSizAYsnpGlk0n55b32nNVsJfXurW8nKgbuyN8iPsnnoCJucc0w5THL21x+WN1mMwxDppf2IHfNlH8lm9lxW+3VnE9JnMYICrT3AwLep9yBN6Ajww+AhcWKQ89uXVkgSezOalxpCYjMTkJGW2f0PYpLZ/QdglNl5Dl/Z9jni/gb8557ZcnJZ9+irHEl6zAWwKKFHbLQZH3tvXVg+n+3hKkZfJlvxnjw3KOoh5057QnsbO1a9ay+o0XQWxpNpu0Wi2azSbe++656UjJWntK3xv0MsZAYCAAc+Q/wiXRfUaYTD//86mbfu7XiSU5Lu3pl5bPEWf2mzF2sZ4VLhlTps73uvMV6+yW9/11wCc5E1/fyeFvP0H18jVULlyFCS2trM3+wwcwxhAEFmtt+d0NsEFAYE2ZW2wQYgNLGNiy3YIxYMrvj6FbxxhMZ53H7GOm92lW7EhjOW3+tmRxee9p3rOf8X98jHwiwcQB9avXEgzFxx4sC2ohfrV823u/HsAYczNw5Rx9Xljm93nvP22MeUVZd8CqsnwQeFvPmHOAm8vykz3zXgPcXpbDMtXK+qU94887ob0QERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERE5zTnnyLKMMAyx1i73chaUsQYTBxAHCzpv58XcrvNy7XZevFy7Xb6QO8nxbddTzvv7JXO0JW5B19jlPL6VkbcWdloTW0wcYCoBNg6KcmyLciWY3VaxPeWgp19PPDz69887z+StTzL+zzsgn36zd/WKYVa/6WKCgYV7a7sJLUFo4STn9M4Xn3Urx7ezMs9xrazMy3j7CPFWXrZlxZt9F4Kj/E5kJz2ViS2mEmKr5edaDYu8t1wN+vtUQky16NMdc4zPXmQxeO+Lc2TqplPWkycZvt3Gt1v4dgvS9nSetiFpQdaGtA1pC9IEn7eLWJ6UeYrJ2+CSbjI+xZBiTAqUZTKMKcqWrIylYNJu2ZACGcb4Y+3aNFumRRYyRmjGgAfnbPdYsDV8UAFbxQdVCKsQVCGs4cMiJ6phoiInnk6mMgCVGiauQ6WOiWsQVop+Ua2Yq7dszAnvQ/d83cym02SGaxbnZtfM8M2sW3atDN/Mp8vt/CSP4kmyBlsLsbXyHFuWbTXElLmtBXPEynr0zDgPe+/J85wsy+bMV69eTbVaZfUbLyLd1yDddbhvfOPu/TTu3n/S6zAVS7xxiNqVw1SvGCYYijHz+N4uhizLmJqaotFo0Gg0+soz61NTUzSbzeJ8usiq1Sr1ep2BgQHq9fqs8sx6HM99TPPckTSzMuW0D6RMPtmg3Rwv6s2MpJHRbhV92o0y747JcPni7++xGANxPaRSC4lr07mxhkd/UHxHU28xGDzFeiu+uK/Nx9tE6+rLtvZTVTbWZPL23Uzd9dTsc7qB6uXDDF5/JpULVy7Y32sQBARBQBzH3HjhjfwX/gu/cetvALD14FY+te9T/OYLfpNLzCW8ntfzxOEn+OQDn+RzD32Odt4GoO3bM5ZqePk5L+edl7+T69Zfd9S15nnePQcuZNq6dyvjjXGst2yobWA4Hp6z34uzKi+j0l3Pt80BHgqfmLVO4w3n2LVc+9xNXPVj1xGGIdmBFvs/cg/5wTbkntb9YwvxkRyRiSymWv6mKXNb6ZTD7u+aor1Tno6balDMsQjneufcnJ9jmqbz/gyPd2yapgu+PycqN46882N5iS+lxhtCLEEneUtAMB3z020hlhxH2+bkqyztpzJa/+fvaLVa87qOds4fQRBgre2rL1RaiHmttafMs8bFekbY4XPX/7wvcfh0xjPA1HWfAZ5IP58u0jPDvh0oEyf+ffSJo/nDUSZ/uI+H7R7uCB8it/NcsweLwWLLvKfsp+um22awfo6+nbI3c7f5GXPMHGfKem9uLNYU7UFvvSwHxmBN0I0FxmKsLc5NBjCm+KlqTLeOobg29MXnih1p7LHnMz3zHnmbc8934ttcqHX09z2+49bpdwL7YA22HvZdn9O9Uxz8u0dIHhvv+Y7nTH1vD0OvOHd+32uZt3AB5jjTGPNrwHXAc47Q5yyKs9+1xpgmcLCMPwZcBjzpvZ80xqztGXMu02fMjUDn6uKAs3v6/QXwRqAC7AfOL+OLe/cqIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKyRBqNBtu2baPZbNJqtfrSzFhHGIZEUbSoKQiCRXm5/FIyocWEFltfuDm989Mv0m53XrbdU273voS7iPvElW35dFun3Hb4JINFehd38bJvB5Mp+UJNGhQvPbdxgKnYnnKAiQPygy2SnYe73U1kWfW6C6k/Z333OzUxMUGj0cAYMysBc8ZPts/RGGsw1RBbDSlepzs/3pffj3aOa2VlnuPbWZEnM+q9/do5vpXhyjFkC/elKL4HCe7wsfseVWCw1QBTCbGVAFMNsJWwzIPiGFb6y6YSYKthmRdjTWy7n4l3HpzH5w5yj89nlDNXtveXyVwRc9Nl8jLWW84c5HmZO3ye47OyPXP9413v+DLHYKIIAosJTPH9n1EmMBhbvPjbBGVue/Ke9rlis8bMqJ/I/DP7zep7st8l5yBN8K0mvtXCt6cT7SY+aUHSLvK0jU/b0ElZWc/KlLcxeQKd5IrcuAR8Ci7B+KJs6KQMTIqlJ2bSk96vPobpt24/wxgcuCmMm1q0bXgPniqOQbwdxgWrcHY1zq7Em5U4VuAYxFHHuTre1XCugssruCzCZyHFh7RMDNhaWJzjamWqBtP1nrgp2zpxUwsxkT3l7q+89+R5Tp7nZFk2r3yhx+b50e9awjDkec97HjfccAMj77qcp/7wB7jDJ3Iu8BQ3X6YnFeyqmPqz1lK7aoT47BULcu485mq8p9Vq0Wg0mJqaotFodFNvvbecJMmir8tay8DAAPV6nXq93leeWR8YGKBWqxEEAd550nZOu5mRNLMibxR5+1DGRDMlaY7Rbj5F0unT6OnbzMiSRbo5PkFRJaBSD4lrIXE17JYrtTJWC6jUI+JaULYX5UqtyKPK3L+p2o2UR3+wH4CWc3j89DZ9cRHKx9tLs5OnAe897UcOMXnbblrbD9BzuAAw1YCB6zYw+IIzCIdri76e11/4ep44/AR/8sM/AeALD3+Bc4bO4f1XvZ80T/nh/h9y7+i9tPMjf4YGQ2hD6mH9mNeFIAgIgoA4jhd0P0Z2jvCL3/xFAIarw3ztzV8jCqK+Pu0d4+z/yL10DvqdZPxercYXP/DzBDimHj3IwS//CIdn/aoRzv3g88vfVIVwTZW1P/9sRj9yL9lo88iLMRS/Marlb4fevPN7otpzze38tih/wxW/M4Li3vwUZa3FWksURcfuvMC89zjnyLKMLMtI07RbPtE0n7HHuq4v+v4bT0pO96nI8V7ax09+28dzX3OqsNZ2zzdBEMyqL1RaiHmtnf/fugkspmahFi74zz7vimcQPsnL5zDlM8C0P+aTHDczlrrpZ4lHiOH8sRdxpLXhMeWXP8BymTuLtekQW8NHmTBNfNnH43F4vOnUKOq9bT1xZ+b4fp9KP3c8s+4b5mI8WCwWg8VgMEXdmzI23WZntJm+tt4xM8f1jpnR5u0RxszdZjDlXHOP63zWTyfBmioDz91A7aphpm7fw+R3d/c9T7eDEStffT71a9ct3yKfwcJjdzmmi4C3A1NAzvSjuQ09fWoUH3sAHATWlvGLy/ybZb6nZ8xBoA6spP9x310z5v6ZnvJgT3lh78BFRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERESWSbPR4Ptf/hgtqrSJSYg41huJOy8rbzaP8qL6k2SMIYqiY6Y4jo+r31wpDMOTejn2cjDWYCoBVAJYsTBzeu8h97h23n3htk9cX71bbue4zgu32/n0C7fL9t42n7pjb3w+co9vZuTN7Jhdo7MHWfO2S4nW1gE4fPgwX/7yl3nggQcWZ21HYYyZlY4UP6k+gDVgDATGY/FFHY8py9Z4LD155DGRxwx2+nus9+A91jmMcxjnsd6ByzHOYZ3HOAfddofJHdaBKZPtJAxgCLAYT89rwOl5dXfnn8V6S6eXoafsA1zTYJoWfNlmLPgAun2LMt1yAH667DuxvnSqm+PF8aclX3wxcBg8mByDo9g/hyEHsjIvkvEZhgxMVpRNNqNPOc5k3bk6bd3c9Mw3K3fl2Om675nfYzAmwOMp/opCjI/w5OW6HMbPPXex7SU8vDN4E4KNyxThgxiCCoQ9eVjBRBUIKxAVyXT7VSCIj5B35pljziONxcDhPTDxJIw/CRNPlPnu6XLzwLH3ywPEOAZxfgDHAM4P4su8qA/gZ7Q7BvB+AMcgy/13b0wDa1vYoI0N2pgww4YZNsqxscPEYCtgqxZbsZhaiK3H2FqMqVUwcR3CKkQ1iMrjG9WKFNaK+hG+fN57siwjz/NZ+Vyx481PduzpJssybrvtNu666y5uuOEGrn3blUz81RYG+QLWNJjI3oUnIDR7CM3u/mR3E3AAYzwA3od4U4fKIAysxAyuwhxcAd9bAXcPQmUFVIbKvJMGZ8fiQbBBd33NZpOpqSkajQaNRqOvPFfduUW6b+tRqVSo1+vU63UGBgbmLNfrdSpxjdDEkFuSVk7SzGg3MpJmRtLMaY+ntPbmjDdTkuZhkubB6fZWRruZgV/03TmmILTEtYBKPSKuBsS1kEo9LPJakXdj1TJW72+zdnEuJHEtLH7yeZiMJvt+/nUOXT6eLMq2TycuyWn8YB+Tt+8me6oxqz1cW2Pw+jOpb1qPrSztteVfP/tfs+vwLr706JcA+L0tv8e20W1sfWorY62xWf3PHDiTzGfsa+wDwOH4yo6v8JUdX+G69dfx3ivfy4vOfhHWLN3v4xef/WLW1dexr7GPsdYY/7LrX3jlea/stmdjTcY+fj/kxbdyl3X8Z9dgqgG3PZHw9ueew6EtTWpuDQCDV5yJrYazthOurLDu315Da/sBsAZbDTHVAFsNsZUAUw0xse3+rpKFZ4whCAKCIKBSqSz59p1z5HlOmqbd51knmuY7Nk3TBduPOI6pVqvUajWstd37qM7+zUxLcW1fSM45nHMLeswWS+93upOstbNiC5HmPe9gQBBEhHbhzm8+c/jUlc//imeHPi3zuWJpTpplbN//CD/cu531Uyu4JjufKhEAw34FP5Y+++TWVP5z3RI95Z42w+xY2b+/X6c8V/+emJk9x+zt0p3vqNvsbrd/7XP2767PkZtj7KuZuaa51smx/jfAvBg//bTPls8ALQbrp8vmKG1943x/PzNrzMxxvWPmGDfnGIP1dtaY3qeV+YEWE1/ZwcRXdvTvrDUMXH8GK162sXhmr9uJZTH7DvDEfRt4C/C3QArEZfx55Ul0P9D5hXSY4snzp4F3Mf2U6ZMz5syAM3rqxdNF2OK9/5ExZkNPfBT4BPAw8E7ghcBDwNdPftdERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERESWX9WmvDMdwnKQ0D6CNXvJzQESGrRNlRYxLSq0qZCYCt777liD75vrxOsdfnbdg0ko3146Rzuz31s7c/4cTw60jrIeYyzWGKy1WGswxmCtwZo56sZgrClzizUU4zsx05OXY4tUrrV77Mr8iHWO0b6w9c5xsa7zqtdON1O09g2zRcF34p3+BoyHisHHwGDZ3k0GnMdj8K4nXs7ri7dAT5c72+/Eyu1027rbtZi+uC1aTYNwoE1YjbH/vAIfD3JgMuHRJ/exIQ9YQ4THYPDYYlUYXE/Z97S5Gf2O3tY7nwFs2cd4j/VHaJtjfuN9+UrnAIsFAgwBxnfKYbn/AfiwaMMCEZ4ATwg+KnICPD1lH+KJynhYjPE9ZcKeeNjt1zvG+97xYTdfcn7OopySDPiA4ntD51R/fGacvk4fOeAwpjzxGYcxHowvc4qyBWMpTmFBca0xgQFrMIGdzgOLsQF0ymEAQYgJAggDTBBCFBZ5aDG2nMMaCHrKvfPb3u3Qrfdt29IzT2deuvMaa8sxUL5/fG5rzsevOg+f5LhWhm8VuWvl+FaGa7RxU018I8E1ElwrxTUzXMvh2w7XBpcacMv75npDA8sU1kximMKaqRn1ybI+hWGybJ8s683y+1DyFG9wT4HmwqzPY8gIyUxERkjaST4gIeyLTZen+87d3ilHs+K+vPY+3VhrCcOQIAj68jRNGR8fB6DdbvPtf/kqWfwHvKj6XaL8MACDwZeA8u/8GIzJMExAewLau+HA/NecENMmpk1U5kXKiIEKATExMRATEFMhpt7tVynHVcgImH2nPXPdhnq9zsDAAPV6vVuuVWtUwjpRUCUKim1aH2JcQNb2JK2MdiMjaWYkT2U0mxnjzYx2o0XSmqTdzHDZ8p/sjYG4FhLXQir1kLjaU66FVGpHyMv2uBYQRsFy78YRGWMIQkOeeibjQ31tuc2LfLy9DCs7NWSHWkzesYep7+3FN7NZ7dVLVzN4w1lULlpVXAuXgTGGD73gQzx88GEePPggAF97/Gt9fUIb8qrzXsU7LnsHV49cDcBtu2/j5vtu5s49d3b73fXUXdz11F2cv/J83nPFe/iJC3+CSlBZ9H0IbchPXfxT/OkP/xSAzz30OV553isBcK2M0Y/ej5sqjr8diPjRc1YzdcuPAPjz7zzKW6/bSOuhg935qpesPuK2bDWkfs26xdoVOcUVz3ssURQt+ba99+R5TpZlx5XSNCUIAmq1GtVqtS8PghO7rjjncM6R5/m808mOP5F5Tyfe++5ndjoIgmDOZK09Ytt8k61Pz7lnzx6+f8/3aTQaAOwPD/Fg8CTXZOdwlTufwJ/87whT/jvmTMd7e7n8t6FLzuG7/6bLzI6Z6fjsMT39je9pnWMePA7K+Y4wR0/f4vFwfywj65vDddd3lHk6+2pmts2ev7PdTmzI1Xl+djFr/VDfsXvSHuCO8CEO3TUFdxWxf/Nv/g3r1umeY6md9BNp770zxnwbWDmj6VfL/FsU/6sqAi4EPgy8eUbfK4GvAJ270hD4LnAesIHe/6NR2NAzdgfwQSCgeJoI8CNgz3z2R0RERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERE5FQTt1sczF9dVHrea21oEZi9rDB7WG32Epo9BGYUcBSvBO1Pvvt6UDsjXpb9zP69dTtH7Eh9O/3Be3sc/XvXxZzr7OvvzRH6To9xZd98xvx+jr5g8P5I+zX3/Md1HHzvdo/3uPVud+5j+rRyCMyhBqHZS2D2Epq9XG48oXmKwOzCmBR8gCfEEwFl2U+XIcZ3yj4qYwGenrLvHw8R3veU++Lh9HZmbDPv9gu7uSyVFEMGZJgyYXrKvbnJjti3L1b2hQxPDt2U4U2RF6/s7sSKclGfLtdpUMHR+V50vyM+nBELKL5PtvxeB2W7LeNl3ffWg76yJ+gZO0fuA+jOF05v7zjGPnO/z51jV1Y9+KN1P26uTBnQXpAZF4wFrMVYA9ZgAsAaMAbfzvHt/FgzHGXiheED8LHBR+BDhwsyfJDhbYqzbbxp42jiTRPvp/B+Cvxh8JPgJ7Cuhc3bWJcQuDbWpYSuTeBTAp8SdhIZESkRWfdl6kvB4Ivt+nRJtpdjSYlICcgIy3JYlsOecicezOqTmRgfxOS2gg8quKCCC6oQVvFhBaI6PqxgwypBGBKGIUEQHDE/WtvxjA2CAGvn/s4557j//vu55V++wdkHbuWl3MHK5HBfn9SfQ8u9AEMbQwNrGhiaBHGboNoC08Bkk5hkEuOyBfssYhJiElbMc7z3kPoqLb+ChllD06ymbdeQ2FUkZiWpXUlmhkgZJPU1klaVZDKinYY0EsvBtiFLARplWj5hJaBSC4lrYU8eENejIu+J9/WpF3lUCTBmKf9yl54JLaQ5k/HBvniatnhi6iG47xGiyv1kSRuMwRiDsbbITXGeL2JBmZfxvn6muCbMHNMtH2c/a+ec21hbrm3GfHOshSOt39hyHkgfn2Tq9t007xubdcE2cUB98zoGrz+TaG19CT+p2ZpZk3967J/49PZP8+DBB2e1D1eHecdl7+BNl7yJkdpIX9sLz3ohLzzrhTww9gAfvf+jfOWxr5D74tr82PhjfOiOD/EHP/gD3nnZO3nbpW9jVXXVou7Lmy5+E39+z5/jvOPOPXeyc2InGwc2MvbJB8j2leeRwDD87it44/oa//OOHRxuZzy6f4p//v4TXL2/WfQJLZXzhxZ1rSLzYYwhLO9dlpq1Fmvtsmz7RHnvcc6R5/lJp4WaJ89z8izF5Tkuz/B5inc5Lk97nri58imbL2PTae6YmzX2xMZ3ytPz2J55jjg299i8dywz1nO82525L/TNOXO+C3FcRkpcpoiUikkxkSf3qzmcvZm2u6p8vmApnnHa8pln53lDTxxbPmPoxINl+LY+/djus+FjON6HGQvz0OOU5jhAGn2RNfZufsIUO2zKHTcTr4d165Zzec9IC3WlOxP4J+BGoFbGPgzcCewHPgJcDPxb4Jw5tru5zC8ocw+kQKWs5xRnrmcZYyo94zxwLcWv6DrTT8AuBGKKp38iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKnNX+oPXecKpk/j8yft7QLEllAnjqpv4DUX3DszrJAcjBlwoFxZb0s98U8vpsXbd54ML15Ufb4suzwhr64Mx5vitzhcWWbM+Ao+uYGHA4HOOPJvSfzDpwn9wbnPS43OA/Olakse1fGPeQOvDfFPA5yDJ4QR1TEsOU2iz4eA3h8979F3nnvuD9im8ebIl/NOGewjzN5ijPYxxnso05riT5NS05ARnCMPCQnIMd2Y3kZK45NSG4iPBWcjcFMJ29isDHeVjAmxgQx2AomiMDG2DDG2BgTVDBhRGBCAmOxGKyxWCzWmKLe/VfUTSf3FDXfU/eG8hBjXBHDM507X36BwHc+fOeLspuO+fLL4XPK9s6XZ0k+olNP+ccx/R1feDmOxOakZLRNSkJGy6ckJqVNRmIyErK+epu0G3fGFwtLynRMBhgq05nzWLEnICciIyIjLPPpcnqMeGdsOkef3nhOREqwxF++AEdAm+rJTOI5zjfHG4jqEFUhrEFUw4dVXDBAHg4Wua2TBwM4WyO3tTKvklPF2Qq5qZIQ0zIxOTG5j3Dl0ct9gPMhuQ/IXYDLPXnuyTOHyxx55nG5Y9Dv4TWTP+Bs9x1i2+yu7iBDfJPr2cUmNrKOFilJzZHUHC2b0mg1aU31n78DMiokM1KbCmmZT8fjWf16+yZkPiJxdRI/QNsNkPg6bT9A4uq0fZ3EDfTknXjRrxhXxxOczCe5IGwAlYohrgVUahFxPaYyEBPXQuJ6SKUWEldDKvWwiNXKWK2MVQNsYJd0zd57XJ7hspw8z3B5jssy8iwr4nlelvP+fllG3o2V/cp2l2fTY3r79dazdPbcPfXu9jvz9Wx/6mAD7zPGh0b79iVpTXDbvr+BfcC2JT2Mp4ziDqG4jzDGYAKLCS1mp8X8ncEYW8RtmRsD3bLFWDNd7vQ7Qju2t9/ccxtrwRgOBQ2+V3+ELdVHadrZF7ChyZANY1XObQ1w9sEp7v7+Z+Aoc7/WXMb10dl8M9/KrfkPaZUXxQOtA/zR3X/En9/9p7ywci2vrF7P+mhkjn0o1nW0dR9zP43lx3kOd4/djTPwuX/5v/zE6ItobTtQzI1h5Y+fx7gfxeyz3HRJzGe27McDH/vnu/jNNGA894wNVDl4+04u3nw21cFoab8wcsrz3uOcx+ce10muuKa7vtjM+tx9fHl/4PLit0Fxv+C65enkeuYp67P6FPHpeTz1FRFnXLSSMy8cYu1ZMQEZuAzypExl3efgXZFcDt6X9bwn5npifo7Y8Yx1R5jPdX4wH3tsX7yTT6/H+JzAO4K+9czcv2PN17ueuY7N8c7XM14WTWAOsir6yEnN4T2ABWx5D9sp27IcFGV/hPiMsvdzzXGEuf3cc8zq7482TzBd9jPnmNHeN9/M+Bxr8f3zzJ57eh45EQkrgi+wIvw81sz9/1SeuPcJuGjTEq9LjPcn9/jJGHM28PfAtUfo8i3gUeAmID5CnzHv/YgxZjdwxjE2eRVwOfA5IKV4JHIYWM30X+gu4ALv/XE9LhERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERkcVljNmyadOmTVu2bFnupZyW8smE5v1j5AdaZGMtsrEG2VgL39YLpZ+JPL7vv957PA6Hw3uHw+N9jje+bHd448F7vHFFzBTj6JQ7/0x31mJj3f7FlukpF3M4fO+/ci2dOYo1Ta8DPK7crkksUVKhHqygEtSp2gEqQZ3QRkt/UE+GBROY/4+9+463467v/P/6fmdOv1f3qlrNVbYlF8kgU1yoSzABh9CNTSokmwZJNm3Dkt1fCmw2yS/JsiQh+wtLAqEY1oQaQjVgg7EdkAHJRbKtYqv3206fme/vj5lzzpxypSvpSley3s+Hx9/v9/OtM2funJmjPwY8g7Gmk/cMxrPgG4y14FuMZ+P6JE/SptOnOz+z+vQ8BuPb9lriebrzWIMxZq6P2hnjIodrRrh6QFQLcfWQqBYkaUhUD3C1kKgeDm6TihMOfh90jSaTpsqEqTBhqkzYKhOmDGY/C8wulnGAEhUCfEI8ArwZpf0xf2Abx/nzeR6L53l4noe1dkap53lYk+SNxbd+ksZx3ySpjeutsXjGw2LiMhbPWEy7bIijBpPKWwzGEeccnbKL28V54ktsBESuvbnIQZik05UjhwuP0yfdZqavNc9YQj+i4QLKQY1qVKdJQMMENAiomyaNpFwnoJGU60l9SMS5cmoaY/B9H8/zTjo94T4GMibAixp4ronvAryoju+a2KiBDWoQVKFZg2YFglpPvhpvSRvXqBA2m4SNgKjRIGwGhM2AqBkSBgEhGSLnEzq/k8cndD15kjapfEQmTpO+cSxu05UnaZPOt9vP3Xe7JeCCzBZWFDazP+/4kVlAaPyTG8yBcT4m8jHOw0Z+XHY+PhmyfoGMzeObLJ7JYCIfQosLLGETwoYjmua75MyKyJkKWVMha8tx3pbJmTJZW2mnWVMhZ8tkKJMxFXxTwaeKb6pYQiIMoTNEyRbiE2WGiPwSoV8k8otEXp7ILxDaPJGXJ7Q5IpslsjkikyG0WSITn4MRXrJZwsgRhQFREBKFAWEQxOUwTPJhuz4MA6IgIEzFojApB60+TVx07j47bVh9lE2rJtrl+RMZXvOd5XO4IklzOPYuqvHYxZPsXFLt+/7zQsOq3SXWPDXMgsnsSc/T8CMev3CKRy+ZoFIIexfBxfuKXLN9HkvGcic9x5mRIZMbprRgPvOXLWbeooWURkcpjcynMDKC5/uY1kE0Sc6ky608yXONod2kp767bJJhWu1NPEZXferD6ynH7U3n423Xz3Q9g+ef0XqiCNN6zg8dLgqJghAXRkRhiItcXE7SKIwgigjDiCiIwDmiICKKHC4MiUKSfrTjUQQuiohC195cRFKXlEOS63P8nBVFxG3j6eJx3YB8ZFJpsrlO2TlD5OxMT6CzinMO30yyyHuEhd4WRuwO8mYfzcgQJvtkkic2Y1xSTudbdXG+VY9J4q2nPZNqi0vKqT5m8Dzguut6Yp2+STzp3zrPTdKWVP+Z1HfXde+nnCO8HGSLkB0CP/W94loPr6m8a93fpp833eC2MxqjN+/axZMf4zhrOovFy7eAxeFNk7fgvE4+HcdLxTycS+X72qbibpo43fM45w0YY8D6kjX2jzegvTvOOKk1duohZzcx4n8Y3+4/5jEN7vgm/ur1J/mJnN+uv/56HnrooYecc9efaN+TfArvcjnw7Gnq7nHOvcQY81rgrUms9Ree/vr5QpKm76YngWISS9+tL0vlM8CPOefuBTDG/D3wK8ByYAFw4IT2RERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERETkPGeMWQn8CfDjwEJgL/BZ4I+dc0fncGnnNW8oy9DzlnXFnHNElYDwSI3gSJXgcI3gcI1wstF+oTvQfrl86yXc2GnirTdrd96wjRnQNm6aagvJu2xNZ97Uu+bbL5M3BucczkRx6hyOCIfDuSSGI3IRkNS5iMgl9cnLkKN22049RPEL4dtjtebopJFLzRWl6+MxoigkCkOCMCAMQ8IwIGrn43IYhkRRqy4kjKJ2vyhKtjCJRREuColclOTjrfV6V9f7EuhpywAO0/fS6lTdCZ5PZ7uMnyOfKZGzRTyTwVqLMRbPehjrxWXrYb3+vPU8rOdjvVbew6RjfpL3PTw/Tu10acbHyyRtMz4mm8HLxP1MNqnL+O150nMbY+O/E5lzxhpMzoOchzfv+O2dc8mfoov/xKIk7yBqhkS1gKgWEtZCXC0grIUUQseCjMH4BuNbrG8xvsVkLNWgwc6tjzExdghjwZl4XOciLGBweM4l1zpHFCXXwiiK54yS65eDMLl2xbEkjZLrYuSSa1LcPoxSMRfF1ybn4utYKk2OUlfS+WJI153953Pren2us9biJde0dNoXy/a3mbZtOk2up54xeMaL81g8a2k2Anbu28W2nduZLE913kg+G29DTxhj8H0fz/P60kGxmaan0tdae8w1t/42o8ARBhFhEBGFqXzgCMOIKIgImhFhEBI2I4JGQBSEBI2QRhAm8TpBEBIFEWEziQVhMlYQx4OIMPCJwiJhmCMKhonCeNwojOJ7kCC+r2jFXHL/1L5w4bq35L7C9cZx4Dr3J119XadNVz8XAI1jtu/vk66LOn2n6+MGrLO91v59dAP6GFPAePMx3kJ21Rewu3ozxpvPolyOmn+Yun+YyKtjIh/jfEzkY53XLvsmi0cWi4+JPFxgceHxr4UOaCZbfL8XJqUoWX8ILsIRpmLpeCcfxyNwYRKP89Zz+BmwXoTnRXg2xJoAa5oYmliaGNfAuDjFNSBsQNSEqImLOvey9chRdYbIGUJniJwlJC63N+YBM/gSHSgAJpNNTlY53/39Vi5ELC9eTsbmmH/TpWQL+fjMT+4VSO4N2s88UerZKOp5Jmo/GzmIep6jUnUnNHZqrKivX3/b3jVEYYQLQlyYPMMlf+Pt/Fmi4UdsXTHFYxdPMjEU9NUPl33WPD3M5TtL5ALvlOfLBpZrt8/j6h3DbF9W5pFLJzgy0owrDTy1rMJTyyosOZLjmu3zuHB/AXtWPi02adaPMLb3CGN7t871YuSEmBnk0+Vp2vQ9WwxqN5Pxk7zpxMxM2h9vfDOD9q6JczVwNepElIGnAE7pO/P8Y1LPoqbnc5iuLh3vKrd+l2yfBd3PsiZ1rrTPE5M6Y+IfL7vycbaVT4/fnceY/vGNSY2ZyrfPL9uZ36TGSeW7+rbm6Gtnk32wnXa9Y5hWu/Ra45jv+yxcNp8Vly9n5dUrKcxfAJkSeLP4EHiucKnfZTlevuf323Q+1bZzvxWm7qUcLgx77oPC+N4o+T25E+++Z6MV672Xa8dbZdc1Rvd9WVxP72/kffdmPfdpA+8FB90vpu/1uu8ZcRHOBQPuBXvatsdznWPmOr+VkW6TaksILnxJ+6PCdD6OsB4SlENCZ3h9cZTR03QayfRm46pyL3Ab8cf734Erk/hfAV8Y0P4RYDVQJf52joA3AG8FfgisTNq9F/gm8Dzgf9D97b8vyZeBnzDGfBhYQecJ1wNuAD5/ivsmIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiInLeMMasAr4LLAE+B2wmfrfkbwI/boy52Tl3eA6XeN6qlaf40t/9NdZarPUwnof1PKz1sJ7FWNsuG9/ioih+8WyydfJhf9xN32bwGK18OIM2nZcDR1GUetHw+elYr4mXjmZQpxnUmeTIXC/llBjrYa3FWC/+G03SON7JG2sxJlVvOrG4jR/nW+WknlbMJOOYTgzjtevS7UineMkL2JMUC1iwFuPiNhiP+MXuSbn9Injb2YwBF8/nAJxNXoBN8rJrusqk4vGLsOPj1coP6tN5V/l0dZ2+QPIi7sF9B62BKH5Bc6vuVDjncOEhomBnsu0CVz+1QWeBIX7xszcbIxmDwSQXMjNNjORcSedpt3FxDmcGXBlNp5z+ONyg1IFrRdJjpfKuPWbv+ODacdfTv9XXdK2nkwzID9qfY/VNso6edbt4nBAI22toHQvT3h/XOvap/XDtcueV4C4Z12HivwcDDps6Nkld0sM3Eb4L8Yk6UefIZHwWL1rMooULyWazWGMwxmBt/Fm2ysaANTZeTTuN2xhjkr/XKPkb7NwzREFEFIaEYUjUaBJVQ6IwSm0hQRRRDZM+STx9z9FOk3g8vkvd7/TPHf/dd2Kk0/hiEZdx3Ztz/bH2JmcD56q46Ag0txKmK8wQ1ltA3lsAJkv8RRQBYTvvCIlcRERS58IkHiVtwiQe5zvxTtvOdno0TrqnATLJdv4xxuEl1y7rGTxrsV7yLOX5eJ6HzWTx/AzWz2AzWWwmh5fJYX0/bpOk1k/18f3OGEneS8Ws7+F5rXim3dd6STxdTuo9z+dDf/cD7J6A2tD/AZ5s70cjE/LcpT9B3uW44DXPIbOoMHcHdZa4IKL68CEm79tDc+dkX703kmPopmWUnrsUU/CT67Prub4n1/PIpfJRVzvSfY7Rvv/7qtPmqfJO/vXA1/jGke9QjWp9a3126RpeOfpiritejb2udd/ZGe/enffw9ae+jnFgHLx45Yt5wfKbB6+lbw3x99aNzhGFIZujp7k7+j6PsqM9/4EFdQ4sOMgiN48XB+t4TngFGedNc1wctH8bSH0Hpupb+X1H9zB8JIt1BofDZC3e4gKQWnfkqJUbVCbquCj9/Qme7wia5eQ6KeemQXfnpzjMbHADs3IOaD/LpZ/r+hvJabbjMdjwjThv/RK50nyGFyxk/rILWHzRMoYWLADgmN+nUf/3y3TfYa3fibuex6Ke7/Xe7+gB45MeP13X17Z7fHrHT3677uvT873cmq/1nck043f1Oc9/Cz9blcsRo3O9iPOQf6oDOOciY8z/HVD1O8BzgJcAryZ+EjfAtUl+CLgfuB4YNsYMAd8Dbk36/+dk20n8rJ1L4nuAq5J8Cfi91JwLUvmFp7JfIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiLnofcDS4DfcM79TStojPlr4LeA/w78yhyt7bw2eXiKbRv+fa6XIWc1k9psnJpUPokb09MGA8YO7Gt6+nKMvuY483b6dsZ1ro5zFYgqOFfBRRVwFeLX3577XBQSRiHQnOulnGHpz98m50jr3LDJ52/765Jy+7wzXmqsnrquvjZ1Hk4/LiT9p6lr9+8bt9PWpOva57/FReNEzZ1EQbzhaqfzAM+x+EXxLsn21JwRpieVM2ds+2bG5noRIqfKTREFUxA8PdcrOacYa/E8H+t7WM/Heh6en2mXPc/DehZrDNaCZ1yc4rAmwhJiCfFcgHUhliZe1MS6BjaKNy+qY8MaNqzhmQhrHNa4eKzWOK2ycXEbXHe7JNZqY03UyePiW9ITFSabX4DcMHjJlh2Oy71bO54fXJ8pMtOFRIV5eLZKOTveV3cwc5QLG0sJx+tkFhVOYsfODuFUg/KD+5h6YC/RZKOvPnvJPIZuXkHh6oUYL3XcjEnuBbxTX4SL72/i+5woKUfxlsTCMOCePd/hzif+hQcObOgbYsgv8tqLXs6bL72VS0rLe8ZyXWNds+Z29j88zqd3fxOALXyRSxet5CeW3tjVbtA6usdyvMgt55fc83m8vJt/3vttvnj4hwQuBOCQmeBfMt/h7vwGbl/8XG5feD0L/cIMxk8fizgW1iz77n0pLpcHoOwdYtGNP2ThcKndbue+edz3w4uZciWyw6mD4x3ikgUbuPX5Ddy+Rzjy9F4en7ia7dWrOdRchIuqyXNhGeeqyXraH07vhzUg7/r+3/XZTtP+RMfvH28G7QeM79J1fTfVJzK+S/4G+uPH7O+6y90znqk7+mcWP5vDzxYxNk8YZAmaWYzJJ8+00Dn2yd9We2udEanPzqU/x566geN0t+36VAfM15cfOF8n5o4z3/H2b2A7OatFQZnqeJnq+C4ObIct353rFYnMvspE/z2nnH7G9d1IncJgxnwI+Lmk+Cbn3KeS+APA84h/N/wW8ELgjcCVwJ8n7dcABeAHxI96/w7c2DNFExgGngt8O4kFwOeBKeB2IEv8LxnXOOc2z9rOiYiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIg8gxljLgO2AjuAVc513mxujBkG9hK/m3KJc658EuNvWL9+/foNG/pfSC/Ht3frLj7+rl+Z62XMEpPabJyaVD6JG9PTBgPGDuxrevpyjL7mOPN2+qbGPWY7m4w5/frSfc3A9Q1es5nBeJ225tQ/mrOAcw5cHecqEFVwhECUvLA96mwuwrXLDly6Lm4b9+2pS5VdMs6guri+d9xj1A0qiyScKWG8xcR/rw5wxH+xDpOcKy6JxwXXbtc5l9KpS9owTbt4tO5xmD4/k/lE5ASkvptNK43vbYyxSczGmzU9adLOWqxN4tbD2jjWilsvyXudOpvUt8foGa8rbzrj08pP065TNljrgTHTtPfa7brmMAZszxytfe6dI+mDbc3RM0/vvqXatddlLQBTRw5zZPdODu/exZE9OzmyexdH9+4hCoMzezZYi+f5WN/Den78mfk+nheXPd+P40m9l9Tbrnqvnfa3zQzo093XJnN4vf2nGdvz/E6972Gt1z6uZ0QUQbMM9UmoTyXpRJJOQmOqu9zeBsTD+plb90wZC7lhyM2D7FCSH7x9+puOPTuv4YPP+z0Cr9k1zF/vehbPq4xSuHaU7NJCfC/qkntSl7o/da7zXd+qa7Xrix2vXXp8jjNnqzwoFhHVA6LJOlGlQed+Ix7XGIfJW7yCh/HMgPE5zpxRd7vj7dMx7nXGrOXTwyU+OTzMnozfV7+q0eCOiSlePVWm6KYfp1cT+NWlS3iwkAcg4xwf2HuA6+unds4e8Dw+Pm+I/zs8zKTX/XebjRw/OTXFz05Mcmlz5tdC57IcbPwpDbcGAEOFJdnfI2OfAuBIsJLvTv4cT9Wf09WvZA9xw/DHWJ2/B2MGH5tKOMK2+vPZWruR3Y21OLwT2d1jsjbCGoe1YG1P2op7JPF4MxY8r5U3SRuDtSZOvVTMM8l3ssF6thPzbNzeT76vPQ/rGTzPYpJYfG212Iyf9E1inhenfuvanbTxvfYajD2zz/6udV47lzwHp+Mu9VjSqm81oKscJy41Xm99+tmkUz7e/DNdz6D5u8vpZ6jB86fLXiZDYWiY/NAwfjbbdczK43X2bR2nVu6+bp+KWf3NZw5/Pup8TvFn0/kcO9dil1yb488jSqpc8htOMkbyPZQeLz1Wu096vtS8XX2mWVPXeO3vs/S60utN0tY52FtPaz39606Pf8w1pNo65zC97brGAUjW4Oiet52P192o1Zk6eoja1FGiYKr9OchsM4M3MyhOu87MuB999cfv2+pjO+Wu38VPbK1dv1PPtN8J9U3vo01Cg8alnTfpsmfw8h5e0ec//MwLueKaZX2fkhzf9ddfz0MPPfSQc+76E+3bfyd9Eowxb0yyl6TCNxhjDjrn7gFWEX/2TeDFwJ8A+4DnpdqPOOf+3RjzNeDlwI090zhgj3Ou3vMF/AvAx5N8Ffhl4r+g5wKbT3HXRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERETOF/8hSb/q2m8AjjnnJo0x9wG3ADcAd5/pxZ3vXKZApvQaIEq2+MXIrqccvwI0ovuls518+0W1xna3ab+4thM3PX0HjdduO4PxwJ7yi8GTV0Yn+XR8+lhvPiJezvH6Tz+u64+ZdP3M1jXtXAPGmn6/Wi8iP8ZxMTPdrxmu1ZzAcTlO3gdyzpB1kE3SnDFkXQ5LHrwFnArXdYQ6G+myGRDr2Z/p29DXph13DkeYvOQ8/lt1JopfhJ783caX2lbeYZI28RvRw9TfdJjEUn/vREl9hGn//ccxQ6efSfVr5U27X9yuXU7WYFLjmKS+E0vauO66VtnS9fVx3qrYPLsLK9iVX8Gu/HLGMqPJNXEaru8KGm89cUiu5Kn4sfuYgfG+fu06M00cjHPJGhyec0lbh8Ul5w5YHNaRnCdxzEvq4jZJvt0PrOvE0v0sgHNd9eBSa2m1Ncm5GP9FWhe3s+n26fpkH0xq3elx0/P0X+1c8rc46GqSyrt0vHUtcSc+TnIMeutc33yDrlAzX7frnc8MeLl91/d/z9Zu3zlL0/Hp2veedRHgTOsqZDp50ymHSZsQm8QBYzGeAc/DWoP1PKzv4XkWz/fwfEsm4+FnfLJZj2w2Qzbrk8t45PIZ8jmfQiFDIZehmM9QLGbJZX28rJf09/CzPtazWBsfB2PjvEnyxliMTeVP8X5HZkdpdD4XXHZ5V+xj92/nLz/1XUYbRxltjuG7kMhYQuMRYYlMsmEJk7yxHsvml7hkyTwuWzKPyy8Y4ZIl88jlMljPw/N9rOcn510nbz0fz/Mw1k6zQpmWtZAbjrdTFTSgMQX1CahPHn9rDIon/fvuqk+Si6A2Hm/H8cLmZXzEezeB10z6QvIlxWTubkaaZdhCvJ1jbLIx3Z9IPdnmyGPZDB+fN8yXSkXqPX/H1jleWqnylolJnlurczJX/Qzw1wcO8rPLLmBrNkvTGH7zgkV8dM9+LgmCk173kjDkPx0d5z+OTfCZ4SE+Mm+YPRkfgIY1fGreMJ+aN8xLyhV+fnyS9fVjr985ONL8TzTcmiQSsiDzF2TsU1SjYb43dTsPV16Bw2v38U2N9aXP8Kzi58jYaT7EoaWw/FkUlz2La5c/i2uXPYuaXcSOx48QRo6Mb/E8i+8bMhmL53lYz7Q3Y+PU82w739ks1uq7eLa072uMOalz/XxUGsmxav2SuV6GnEOcc0QOIucII4dzELbzcdqqb7WJoqS9a7U5wf4uHmPfRI2Htx7m/m2HmZqscVGjyspGmSXNMvODMoVwCueqdD+/wbGe8QbXQee5sVXHDPr1Pjsyw/nSG53n2xPqm1qz6ZRnNmdq7hN8Pjzeb6wnUz5mG3MaxmyX3bT1bprDciLr6K2rGsek7WwT1jGZxKqpj/XFC0uDJ5fTyp+lce4aEPsd4JXGmF8DWp9uJkn/MNnSWk9i/wa8nM6vZHWgQHyqXGyMua6n34eTrdcNwEdOYB9ERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERM5nq5P08WnqnwBuAa4E7j4jK5I2b16R9y9a3n4VMYBtvSLYDXqF7+CXzk73YloHfS/VHfRS35mM2+rljAOiE+o/8EW5epP7jFkDnjVYY/Ctwdo47Y15rc2k8qlYul9vzCbldN7zTnwsA+wZq7LtUJltB6fYebRKGCWfuotfvJvrFNtpezPTxDlbzx2bbOeO1vlkjMEasCY+j0ySj88ruusBYxw+Dt84LA4Ph0eIB0k5wsNhTZy3Lk4NDs+F7T6WCIvDughLhHFJzMVx4+K8wWFciHX9MePifnE+rsdFcTyK2mWiMJVP4lGnrhVv5V1P3mZzeMtWwfLLaS6+DFNazIIgotAIWdEIqDRCmmHUdQzjYxznTSoPreOark9SY5K2nbxpfyY97XrGtab1gvcklsqT9O2aN2mcHtd2jT3NvPSsvTeW5NPrT89LOpaao3NckmNg43oG7E/6uMRt++ftP7bJMbCpmHM4Z+LzCQOR61xWXBJzrpOPHKRjzgAOoiTc6p9cqJxz7Xw8V6vOJUM4XJSk6XzUk3cQRfFYUeS64t1pf7++etc5ThhoRo4gimhGjmbkaIQRjcgROEfTORrO0YgcDRdRCyPqUUQliKhFEZUgpBrEabkZUQlDQiA0EOJS+fgQnZZrdpBstXTQAc1kqw3oBFnPUsx5lLI+pZxHMZ1mPYq5JB1YH+dLOZ9iNh6jmPPIejY+rjInnHP8/T1b+Ysvb4HMKEczo6xaXOIPX30N2w5OsXH3OJt2jfPkwan4b7HHkzX49tPA03XgAFnvEGuWDbN2xQjrVo6wdsUwVywcIuOdW9/15wU/C/4CKC44tXGiCJoVqE92tsZkd7k+AfWpnlgSb6TiweBrzyAFO85Ubqxdtlii+KrJPt8/tX2SPk1j+VqpyJ3DQ/wwn+2rnx9GvKHa4LZKwLIIsMNQmgcmeVI3NtmSm4u+WLqdYZ6x/F3k+Ck3xWHjGPc83r7yQj4aLGA+3oB+Zpqx+tuVjOGnjeV2DF8Px/hQsJ9HonJ7X75VKvKtUpG13jA/l7+Ql2WX4Jv+OSeeWk31qSvb/UaueJzPVQ4wduDNhIdfDVEpdYQcay49zA3X7SEzvpLKxtt5Moz4CgERllw2w6+/8RbyF10Pw0uZqDV5eNc4P9o1zsbv7WHjrsfYPVYd+NkYQ/wM2vvcOc1zaG+s63nYGHyvP9Z6rj2ZZ93eZ/De5+auMdvjgGfttDFrwbd2YKxd1xNrjaV7Djme1r1/6ByRc/HjrnOEyTND6Bxh8owQt4mfNaIkHiWxdj7VP27HwP6dvj39kzG6+ifPQWGU6t9u2z9HmDzrtNu7nvVG9PdPzdHuf5z9bbdp7XOqvlV2SdtB+xD1zBG2ngXPBtbyZL7Ek/n42r58JM/Nlyxg7Wh8n+ucwxGvPU5N/FxLcrzpnFtxnq4+reOUPPYStcZKj+tIjR/XxY/anWPeGqOVb83v6G6Dac1Laiw3cPzW+nHda22NG7rUvjmXGjM5b1LriceMCN3g8dLzx+PLmebpe3JOzMrTi3POGGMG/d1cDfwxsAl4Lsf+mWl3kq4BjgIfAt4CjAKTQA7IAlcBD8xgWdP9o6qIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiPQbSdLxaepb8dFjDWKM2TBN1ZqTWJMkamFEzfZGn/mv4bVEeERYInzCdtlPx0wc697CrrIlwjdhaqyoPVarrU+UGiucdsx4rP51pcc81XX59MTMgLUOGHPgO4KjZDvLNTIeT7sL2OqWs80tY5tbxlPRBTTxsURYHAaHZ+K8JcLg2vl2fTvfatdp2+k7Tf3AvknZHLveS63Bkp7HtT+/6epbn/Wg/Yn7Tr+/tm/uVL0ZNHb3WNPOfbz3TTsgPBNnxkkwPemZdDjZRKTDi7fQGarkqJCn7PKUu/J5Kq00iVXIdcddrqs+zudw9N0gnbJGGNGoRIxVmrM2pk9AkTolahRNLZXWKVKjlMS665P2SX2RpH1Sn6dx/Ou14Bz8j+At/EP4E+3YOrOVD038BQs+PsmLUm2nsnkedRezMbqMTdFlbHKXss0t7xuzEUZs3DXOxl3jfOzBOJajwdXmKdbZbay121hntrHK7MEzz/x7djl9HnMXU86Otcu+82iY+OZ+n+/N0aqeeQ54Hp8aHuKu4SEODTiuV9frvGViih8vl8nN8p/0CuBvslnetmwJNWt52oT8ZriTD+w7MCtz+cCPA68ANuRzfHjeMN8qFdv1m8JJfrf8KCvGNvIzExO8brJM0cUTV8KXMNl8dbtt0X6R/Y//kMOVP4Dmku79yG7i5uF/YnF1OzwARxq/TSV6EwtxfJF97KYEVdj9se9g+TY/cpex1a2Y8X44B83QcT78DjIben9DGfi7xDS/a/T9BpP6bWPwmGFXm3T/Qb9/DPxdJz2emcnaw/ZzcvfvJyEW14mZY/xmk36WPoX7qbLLcdiNcIh5HHIjHHbzOJzka2QJsYQufmIPkyfu1lN42JPvtDFELq7rbRMlv0i00na9S5f78505On1Eei1gghvtI9xsH+Em+wgX1/Zjtsz1qs5xhuP+PuUcya+Lpidt/Q23frWjJ9b6hTKOO2e6/uZdaryo3bZ7nnSsde2hbx7b06d/faTGi1zvfvTOE6/ZpfoPnMeZrjauZ7zeY9C6xrWvl27Q9S+ODb3/HfDH20/rRy/9/NkayDlnjDG/CHwgCb3QOfcdAGPMPwLXATngJc65e5L4x4C3AJPOuamk3z5gPvB+59xvJ+3+EvjtpH53z9RvBJ5K8tcD/xv4FeBfZmvfRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERESk/UpYvdV8DiwezvHPmf9BlRw1slRcjio5qmSpuTitkqPqstTJdL2gvOtl5ANefB6/7HzAy9R7N9M/htf1QvPOi9N7Y+kXmfvJy86Pty6P6JRedi7nlqwJudzs4XL2zPVSRETkNPCMY4gaQ9Q6d5WnKHKGGlnK5Ki4PGXyVMhTdnkq5OJyK+7yTPXWu6RMnoqL25cpEGFnZ4EpAT4T+ExQ6txNn+JdtSWiRI0iNUqmRpF6Kt+JlahRNLWkbZ0hU03qk/ap+gINrHnm3O4HzvKu4Bf4v+FL27Gb7MP8Q+avGTK1vvZDpsbzzBaeZ7e0YxOuwMPRpWxyl7ExSZ92F/T1rZPlB+4KfhBeAWEcK1DjWrODtXYb6+x21pptXGr2PaOOsZxenwpvpZwdb5fzYY6GbQKwz/fmalnPCA74YS7LnfOG+VqpSNDz8Ok7xyvKFe6YmGRdvTFbX10DrW00+LODh/mtJYtwxvCDfJ7/tmghf3bw8Kx9IxngObU6z6nV2Zbx+ed58/jCUImGjfdsd8bnzxYu4P2jI7x5coo3jC3FNX+z3X8qeowHyxeyr3lL17hj+f28ZOhD3OQ90H5+d85Qi9YD4GP4Be+b/En4EwB8NnrBMdeZpUmOJgGWEEuY/GogJybC0jje2TPTr6Lz4CvLa59pg3/zSv++1vrNqkyew24eVfJzvXx5hrDJ+RVvLjnfXPt31Va+VTbGtc9P09O+0z/VHodn+tvkqbPePsFN9hFWm126T50DxoDBYU/1gqvf0eUs58/WQMaYNwLXp0IvNsYsBQ4CnwfemsTvMsb8BlAHbkti/5Lq9yHgt4F/M8b8d2An8CbiP6c6cB9wUar9+4E/B34EjCSxXwQ+Mis7JiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJyfhhP0pFp6uf1tBvIOXf9oLgxZgOw/uSWJsWsz4u8TXO9DBEREZGzhjWOInWK1MFMzMqYzkGdDBXylF2OMgXK5Km4XJySp+zy7foK+aQ+T5mk7Apx3sV1ZfIEs/dK+bYIyyRFJimCS+/EqY1bpEaRGiWTpNQpmSol6hRNjVJXfT0ut+Imbl+kxpCpJp9PDc+c4qJOQt35/GbzHXw5el47dov9Hu/L/C1505zxOPNMlZu8R7mJR9uxMVdiU3QpG91lbIouY1N0KbtZ3Ne3Sp7vuTV8L1wDYRwbosK1djvrzPYk3cbFZj/GnPy+yjNXE0s5N9Yul4IhJjJTAOzzZv+6cj6oGcOXSkU+Pm+YzblsX/2SIOBNk1O8cXKKRWF0xtb1skqV3zkyxl8unA/Al4ZKrAwCfuPoMX+COSmXNQP+6PAR3nF0jE/MG+YT84YY9zwAJjyPD4yO8KF5DV4y8Qledeg/UBkfYmfj8q4xQm+K+y/8Mo9ecB9mcpybj3Tqmu4yIkYBsIxzu/cv/E34Yo4y3DWGR8hqs5Pr7DbWma1cZ7dypdmFb/qPe+QMAZYIS4BH2M53YpGzhK08JknTMUuIIXRx/5BWmt6SmOuPteZr553XtYb0POlYa76uWO/cbvA8vbHI2Z796h8zws7uCXMeiI+dd+xGZ/5W5rQzRMnZ5JIzxyV/PXEa51NtTKdNd/sIrz1Gz5jmOGOSHjOeo7suGtDf9cwRDViTGzjO4Dmm26dOG88MOk6dNn39TTrWfXwGH2ene0ERecablacXY8wbgbt6wu9J0h8C1wP3J+k84J+AXFI/Cfw/yTh/BLwy6bMQeB8wDLQux293zkWmc3V+AlgK/D4wHwiS+HI43l2EiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIikbEnSK6epvyJJHz8Da5FB/mh8rlcgIiIi8oxmgHyyLZjFcRtBRKURUG6EVOo9aSNgqh5QqYeUGwGVRki53pM2+uvrQTSLK+yokKdCnkMuFXTTNp+RfMZSyvoUc16cZj1KuSTtivuUcoPrSjkvrk9iGc9OO99UPeCXP/J97nvycDv2xutX8mevfyW+90entjPAKPDCZGs5NFVn0+5xNu0aZ+OucTbtHmP/RL1/bRR5ILqGB7gGwjg2L++zduUIa1eMsm7lCGtXjLByfgFjzCmvVc5tjb//LlNT/9Quj9Tns7ewD4C9/hA7a1/AYFjxnpsx/vR/E6dT82CFqe/uobJhP67Rc12yULhmEUM3Lyd78bw5Pad3T+3mk5s/yaef/DTj9f5n6/VL1nPHVXfwsoteRsZm5mCF8LPOsfPB/84nt3wSgA+MjnDhq/4Xr7vidadlvkXAO4C3NSt8fuvn+edH/5mdkzsBaNqQr43ez9dG7+fCo1fxrD3/geUTV+B5lrUvXQnrD/GBb38bgH9dtJzf+rXHKPgFAGrffBq+8hQA+WddTvH2A/z9tsP873u2MlrIsG7lKNddOMLVy0YoZL0ZrdUC2dk+AM9QzjnCyBG20vQ2IBY5R9DKRxBEURwL4/a9scg5wmliYRQl87TyqdS5vlg896CYI4o6delYel8GxY61z/GYrf2K86cq61sWD+VYOJRl0VCOhaUsC4dyLBrKUsr5eMZgrcEa8KzBGBPHDFib5C1YY7DGJG3Aa+fj1JruNl39U2OcSH/dZ4iIyJnkz9I4dx2jbtw5FxljfgJ4H/AmIAdEwPeBX3LO7UzaPgS8Hng20Lr7rwIbgHc65+7rGfuvgaXA7cS/CQRJ/GtJPxERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERmZlvJuktxhjrnItaFcaYYeBm4vdFPjAXixMREREROVdlfUvWzzJanL0xm2FEpRFSaQSU6z1pI6RS70kbAVP1gEo9pNwIqDRCyvWga4xqM5y9BabUmhG1ZoPD5dkbM+tZijmPUtanlPMoptIdh8o8cWCq3fYXX3Ap73rVVVhrZm8BPRYN5Xjp6iW8dPWSdmz/RI1Nu8bZuHucTbvG2LR7nENTjb6+E7WA+548zH1PHm7H5hczrF05yroVI6xdOcK6lSMsnZfHmNO3D3L2CSJHOTfWLo82FrbzNVtnylYZjoqEEw38Bfkzti4XOepPHGXyvj3UHz/aV2+LPqXnLqV04zL80TO3rl7OOe7fez93br6Te3beg8N11ee9PLdedit3rLmD1QtWz9EqO4wxvPN572T31G6+s/s7APzJ/X/CsqFl3LDshtM2bzFT5PY1t/PGVW/ksx/5MP9c+yzbSzva9TvnP8bO+Y+xPLqEX3z223j+uhfgmVVc9MOLeHryaSabk3x5+5d53RWvA6CWOidyV84H4IbLFnLDZQuR088Yg+8Z/LleyDkiihxB5IicI2zle2KtrRULQkch67FoKMtQztd3s4iIyAwY59zxW4mIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyDOeMeYrwC3Abzjn/iYV/2vgt4D/zzn3Kyc59ob169ev37Bhw+wsVkREREREZlUYOarNkEo9oNwIKdcDyvWASiOk3Aio1JM0qetKU/XlpH9rnLn0e69Yza+9ZBXGmDldB4Bzjr3jNTbtHmfTrnE27h5n064xjlaaM+q/aCjHupUjrF0xEqcrR1gynD/Nq5a59La/+TZPZt7N0cJeAF658zV8+cLP43AAvH/bu7i0vpLFv7KO3CUjp309UT2g8tABpr67h+Bgta/ev6DI0M3LKT5rCTbrnfb1TKfcLPO5Jz/HJ7Z8gu3j2/vqVwyt4I41d/Day1/LSO70H7cTVW6W+bkv/Rxbjm4BYDgzzEde9RFWja46rfM++sFNbNhwkIkI9g1t50fLv8H2BZvAuK52S0tL+emrfppaUONvf/i3AKxbtI6P3foxolrAnj95AKK4z7I/eD7ecPa0rltEREREzozrr7+ehx566CHn3PUn2tc/HQsSEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREZFz0q8B3wXeZ4x5GfAY8HzgpcDjwB/M4dpEREREROQ08qxhKOczlPNnbcwoctSCkHI9pNIIOmkjpFJP0kbAVD2gUg8pN1JpI6RcT9JUvFwPiNyx5zUG/uQ11/IzN1w8a/tyqowxLB8tsHy0wCuuWQqAc45dR6ts2j3Oxl3jbNo9xsZd40zWgr7+h6bqfGPzAb6x+UA7tnRenrUrR1i3YoS1K0dYu2KEhUO5M7ZPcno1oohyZrxdHqktwjMegYvPj4OZo1xaX0k4Xj+t6wgOV5m6fy/l7+3D1cPuSgP5qxYydNNycqtGMMac1rUcy7bxbXxi8yf4/NbPU26W++pvXn4zd6y5gxeseAGe9eZghTNTypT425f9LT/1xZ/iQPUAk81J3n732/noqz7KosKiWZ/vyN4y9/6fh9m9u3PMlk5dyqoDv8Ylz8nx7cyX+NzWz1EP4/NsX3kff/n9v6SUKWGxRERsPLSRzUc2c/HeRbQu0JnlJbzh7KyvV0RERETOPbPyK4MxZiXw+8BzgOuAAnCpc25Hqs3LgLcCNwLLgT3AV4E/dM4d6BnvUuD/BX4MyAD/Dvyec+77s7FeERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERHp55zbaox5DvAnwI8DrwL2Au8D/tg5d2Qu1yciIiIiIucWaw3FrE8x6wO5WRnTOUc9iCjXAyqNkHIjoFwPqaTSKy8Y5toVI7My3+lkjOHCBUUuXFDkVWuXARBFjqePVNi4e5xNu8bYuGuch3ePU26Eff33TdTY92iNrz26vx1bMVpg3coR1q4cYe2KeBstZs/YPsnsabgaDb8CgI08hhoLyHgZgiAA4IB/FIBwvDHrczvnqG8dY+q+PdQ2HwHXXW/yHqXnLGXoxmX4CwuzPv9MhVHIvbvu5c7Nd3L/3vv76kuZEq+9/LXcvvp2Lhm55Mwv8CQtLS3lb1/2t/zcl3+OalBl99RufuMbv8EHX/FBCv7sHO/qZIPv/et2Hr53Ny71+XrWcP2rLuFZt1xEJuvxEp7DO579Dj655ZPcuflOjtTin4bKzXLXeB/Y+AH+69FfaZfzVy6YlXWKiIiIyLnPn6VxLgduAzYA3wZuGdDmV4Ah4D3ANuAK4I+BVxhj1jnnpgCMMQuB7wCTwC8DFeC3gW8aY57nnHtsltYsIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiI9nHM7gbfO9TpEREREREQGMcaQz3jkMx4L53oxp4G1hksWlbhkUYmfvG45AFHk2HaozKbdY2zcNc6mXeM8smeCajPs6797rMrusSpfenhfO3bRgiJrV46wbsUIa1eOcO2KEeblM2dsn+TkVBhr50uNEfygQM7LUQ2qABzKHAUgHK/P2pxRI6TygwNMfXcPwf5KX72/uMDQTcsprr8Am/Nmbd4TNVYb4zNPfoZPbvkku6d299WvGlnFHWvu4CdW/QSlTGkOVnjqrlp4FX/54r/k17/x60QuYtOhTbzr2+/ir17yV1hjT3rcsBnxo2/uZMO/7aBR676GXDI/y4t/Zz1Di4pd8fn5+fzKdb/Cz1/z8/zrtn/lw498mB0TO7rafPWpr3KovovXl/4D68tXkb9y9KTXKCIiIiLPLP4sjXOvc+4CAGPMLwK3DGjza865g6nyPcaYx4F7gNuAf0zivwpcALzYOfdkMuY3gG3AHydtRUREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREThvnHI2oQS2oUQ2qVINqO18LalTDOG2EjcH9ce28NZa8n6fgFcj7+Xjz8hT8TrngFfCtjzHmTO2iiMh5I4xCnp58ms1HNrP5yGaeOPoEQRRQzBQp+sU4zRQp+aV2rJQpddenYgW/gDX2jK3fWsPlS4a4fMkQr3v2SgCCMGLrwTIbd42xafc4G3eN8+jeCRpB1Nf/6SMVnj5S4Ysb97Zjly0qsXblCGtXjLBu5SjXLJ9HKeefsX2S46uZo+18qTGCCbMU/AJj9TEADmbi+nC8fspzBWM1yvfvpfy9fUSVoK8+v3o+QzctJ3fFfIydu3uVxw4/xp2b7+Tftv8b9bB7v62xvPTCl3LHmjt43tLnPSPuqV608kW883nv5E8f/FMAvv701/mfG/4nv/Oc3znhsZxzbH3oIPd/5kkmDtW66hb5hnWL81z529fjDWenHSPv53njlW/k9Ve8nnt33cuHHvkQG/ZvaNc/lHuUhy56lEvqK/jF4Fd5VfgqMl7mhNcqIiIiIs8ss/Kk6Zzrf9rtb3NwQPh7SboiFbsBeMI592Sqb9kY823gJ4wxvnMuADDGFIE/BG5LxtgN/B/gf8xkTSIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIicu5xztGMmlSDKrWgFqdhjVpQoxJUqAW1rnhXu6DWjrXLPW1bcYc7o/vlGY+8nyfv5cn7eQp+oZ0fVM57SWxQeZq6nJfDs94Z3S8RkTPBOUcQBVTDKk+NP8Xmo5vZfHgzm49u5omjT1ANqrM6X8EvUPSLlDIlipkiRb/YTo8VK/lxWvALnVimRNZmMcbMeH7fs6xeOszqpcO86TkXAtAMI57YP8Wm3WNs3DXOpt3jPLZ3gmbY/3227VCZbYfKfO6HewAwBi5fPMTalSOsWzHC2pWjXL1sHoWsvjPmSsMcbedLjVFMmGUoM9SOHfTj+nC8cVLjO+do7Jhg6rt7qD5yCKLuepO1FK+/gKGblpNZXDypOWZDM2zy9ae/zp2b7+QHB37QVz+aG+UNV7yB21bfxvKh5XOwwtPrjjV38PTE03z0sY8C8KFHPsSFwxdy2+rbZjzG/u0TfOeuJ9i3bbwrXrJwbcFjadFnyS+twxvOzmg8aywvufAlvOTCl/AX//4XfOSxj4ADkkvYjtxu/uv9/5X3/fB9vOWqt/Cm1W9iXnbejNcrIiIiMpvCKGTHxA52TOzgZRe9bK6Xc17y53j+FyfpY6lYCAx6kqoDBWAVsMUY4wNfAa4G3g1sAm4A/huwAPid07RmERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERE5hmbYpBpWqQU1qkEqDWtUm3FaC2pUggq1oNYuV4NqX/veeCsWunCud3PWhS6k3CxTbpZP6zxZmyXv58n7eQp+gbyX75S9Qjuf95L6QWUv1d/Pk/NyXWPlvBzGmNO6HyJydgqjkHpY79saYYNaUKMRNgbWt9uEqTbBNPEB/ephnchFZ2w/W99Nh2uHZ2U8z3gU/SLFTLyV/FKcP4FYKVNiwUiRVy4a5Q3XL8e3PvUg5PF9U2zcPcamXeNs3DXOlv2ThJHrmt85eOLAFE8cmOLTD+2O12QNVywZYt3KEdauHGXdihHWLBsm53uzss9ybA0z1s4PNUZxoc9QdqgdO5g5CkA4Xj+hcV0zovKjg0x9dzfNPf33HN6CPEM3Laf0nAuwef/kFj8LDlYO8qnHP8Vdj9/FwerBvvqrFlzFW656C6+89JXkvNwcrPDM+d3n/C67p3bzzZ3fBOBPH/xTlg8t5wUrXnDMfpNHatz/ma088b39XfGsb1idMVyStVhrWPhTV5FdVjqptf3ydb/MJ7d8krfvvI1thV18ZfR+ajY+Jw9UD/Deh97LP2z8B15/xev5+Wt+ngtKF5zUPCKnSxAFVIIK1WaVSlCZNl8NqlSacXr56OX85KqfJONl5nr5IiLSwznHrqldPHLoER4+9DAPH36Yxw4/RiWoYI3l/jvup5gpzvUyzztz9lRhjBkG3gs8Bnw2VbUFeLkxZqFz7nDS1gLPS+oXJOkdwAuAFzvn7k1idyc/ev6hMebPnXMHTutOiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJzjnHMEUUAzara3RtiI82GzK56ONaIGzbDZ3benfXucnrowCrlq4VXctvo2FuQXHH+RMquCKKAaVKkFNWpBjUpQoRbW2uVqUI3rw1pXu3S8Va4FNaphlWqz2jVG4IK53s1ZkbEZCn6BvJ+PUy/fLrdiGZvBYNp9kvcsx/kkHkRB5/j0HL90OXThGdmvRtSg0Wgw0Zg4bXMYTHycvHz7eHUdP69zDPvKqT59Za9z/PN+nozNnLZ9EDmXRS6iETaoh/XOFtSpR3UaYYNaUOuvT23TtWmEDWrhNPGk/dn6HbC4sJjVC1azZsEaVs9fzVB2iEqzQiWoUG6WqQZVys1yV6wSVOJyT7tqUJ319YUuZLI5yWRzctbGzNospUyJYqYYb4UiK68qcvnaIo2mT6XqM1Y2HJqAQ5PgwhwuyuGiLERZXJRjy+EcWw7m+L8bsuAyZDyP1UuHWbtilHUrR1i7YoQrLxgm69tZW7fEAjvWzhcbIzjnMd/v3Dsf8seIiGCygQsdxjMDRukIJ+pMPbCX8oP7iMrNvvrc5aMM3bSc/JoFGHvssU4X5xw/OvgjPv7Yx/naU1/ru5741ueWi2/hjjV3cN3i67ruu57JPOvxZy/8M972lbfxyOFHCF3I73zrd/jnV/4zqxes7mvfqAU89OWn+OHdOwmbUTtuPcPqy+Zxyf4y2eQzHrn1MgprTv6ZbCQ3wqsufCUvevQ53DJxEz918Fbufc12PvHU/+VQ9RAAlaDCRx/7KJ/f+nne+9L38tylzz3p+eT81XqOrTQrcZp8Rx8rf8z2QYVqs0ojapzUej79xKf5yxf/JcuGls3ynoqcnGbUjO/3B93fTxP3jMcNy27gonkXzfXy5TzknCNyEaELCaKAwAWEUdgpRwGhCwmjMP49OcmHrr9cDao8fvRxHjn0CI8cfoSx+tjAOSMXsfnIZtZfsP7M7qzgz8WkxhgfuBNYAdzsXNfTxf8GfgP4Z2PMbwAV4A+AS5P61l30jwNPAd9Nxmv5KvAe4Abg86dtJ0RERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERESOwTlH4AKaYZNmlGzpfKrciBrT1jWjJkEU0Agb04+TxBpR3CYIg2nH6honGXsufGPnN/jgpg/y2stfy89d83OsHF45J+s424RRSC2sUQ2qVIMqtaDWTnvjrbpq2NMuqFEN+9u14nP1mc823/oUvAIFv0Dez7e3gl+g4BXa+UHxdtkvkPcGtPML5Lwcvj2zr4FuRs32Z9b6vNrlsPM51sN613nR/ozDWvdnniqn+zvcad8Xh2ufr9RP3zy+8Tufv5fv/tzTZa/7HOkqez3nULqctLPGnr6dkGcs5xzNqEk9rHdvQZw2wga1sEYjbHTVN8JG+2/9mG3S8Z4xm1Fzrnd/TvjWJ2uzLCku4aoFV7F6wWrWLFjD6gWrWVRYNGvzhFFINahSCSqUm2UqQYVKM9lasWaFclCm2qweO5akp+P7uRE1aNQbHK0fPXbDIuSKxx/POQNRhu0ux/ZDOT53MIvbkMW4PPOyJRYWh1k6PMLKkVFWjo4ylC1R9IuUMnFazCRbK5YpkrVZjDGzs8PPMKEdb+eH6qMAzIsWMC87j4nGBIENGPemmB/OI5xq4I/kBo5Tf3qCqfv2UN10CKLuewCTsRSfvYShm5aTWVo6bftyPLWgxpe2f4k7N9/JY0ce66tfXFjMm1a/iTdd+aZZ/Vs+lxQzRf72ZX/LW774FvaW91IJKrz97rfz8Vs/zpLiEgCiyPHYfXt48PPbqE52fw+sevZinrVmlOBLO8DGf3Ol5y9l6Oblp7y220uvJe+qAEz4Zd7y7J/mrc/5Bb647Yt8+JEPs3V8a1zXmOCXvvpL/Lcb/xuvv+L1pzyvnJ3S35HVoNr+bpwuX2lWOu2b1XY+Ha80KzSixlzvWpeNhzbypn99E3/6gj/lRStfNNfLkbOEc44gCqiH9fa9ejsNesonG5+mPnThSa97zYI1vPzil/Pyi1/OpSOXzuIRkRPR+i05jEJCFxJEAUEUELqQMAoJXFJu1feWB7QfmCZt0unAeVrlKOhfV085Pf6JjHkmLSos4tqF157x3/okdsaPujHGAh8Gfgy41Tm3MV3vnNtmjPkp4O+AJ5PwQ8D/BH4X2JvElgAXA9P9yrJwlpcuIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiZ4HWS4ebYZNmFG9BFJcbUSOOpep6y42w0d1vmvbHGqvVLz3WoLnk2GphjU9s+QR3PX4Xt1xyC2+79m2sWbBmrpc1rTAKqYd1qkGValClFtSohbWu8nTxWlij2qxSDZNyq21Pu2fKeeMZj4JfIO/nO6lXaOfzfp68F9f1tuuNt+oKXqqvnydjM3O9m7MuYzNkshmGs8OnbQ7nHI2o0Xe+TltO8gPLqfO5dS63yo2ocdr2IS1wAVPNKaaaU6d1npyX6zo/W/n2OdpzfnaV0316yjkv185nbRZjzGndj/NVEAXUwzr1sE4jjM//dj6s0Qgb7fp0m0aUxIN6V/3AvsHguMPN9e6fcQbTPr+zXpaclxu4Zb1sfO73tMl6WfJeKu7nyNkkHTRG0jbrZfGtf0b20bMeQ9khhrJDszZmM2xSCSqUm2UqzQrlIE4rQSVOp4m1+wyIzfb5Z4wDr4GhAf5kV10ZKDfh6SPw70dmPqZvfAqZAkW/SClTaqeDYsVMkYJf6IsV/WKcJvkzdR6cbqE31s6XGqMAFJpDLC0tZaIxAcDBzFHmh/MIx+v4I7l2exdEVB8+xNR9e2js7P6sALyRHEM3LaP03KXY4tzdU+2Z2sMntnyCTz/xacbr433165es546r7uBlF73sGXnvd6IWFRbxdy/7O372Sz/LVHOK/ZX9vOPud/ChH/8Qh5+ocd+/PMHh3eWuPksuHubmN17Bwqzl4Ac2tuO5K0YZ/clVs3LvseLAAqbYDcD3S4+wfVuT29fczuuueB2vvfy13LvrXv7o/j/iUPUQgQv4w+/+IdvHt/Of1v8nPOud8vxycsIopBbW2t8b1aB6wvlqs9oXr4f1ud61E2KNjb9H/GL7u6fgF9r5Vrn1HTPZmORjj32MwAWM18d5+91v5xeu/QXe8ex3PGO+f54JnHM0o2b3PfyAe/p6WI/v+1P38O30BOOt8SIXzfXun7DNRzaz+chm/uYHf8MV86/g5Re/nFsuvoVVo6vmdF2RiwijkMAFBFHQzg9Mo4DQ9aQn0L5rnlY5CtrtW21PuP1M+if1oQvn9Hg/kwxnh7lm4TVcu+harl14LdcsuoYLihfoN5c5NBffkP8beDPwRufc3YMaOOf+xRjzWeBKoOGc22qM+Xtgp3Pu6aTZYWA7cNs08+yY1VWLiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIg8wznnCF1IM2rSjJo0wgZBFNAMm+1Yews7baarG1iepq4RNWiGzXi+afqm55LZ5VufjM10Ni/TVc562Xbe93raJu2zNjuwb1c5yZebZT6x+RM8duQxAEIX8qXtX+JL27/Ezctv5q3XvpXnLX3eCb38OHIRtaBGLaxRDapxPojz1aBKLewp97Ttjff2rTarNKLG6foIzihrLAW/QN7Lk/fzFPxCXE7yg+J5b0A5U+iP+3kKXoGMl5nr3ZRpGGPIeTlyXo6R3MhpmyeMQuphvevvr/V3lf4bm66u92+0PVbP3+iZehF9PaxTD+uMM37a5jCYvr/D9N/fwHLq77WvnBojXfbtXLzePL5O18M69SA+lo2wQS2s0Qgb1MN6V761NcIGtaA/Pm2baPD4Z+o8OdvkvBxZL0vey5P1su2//fbm547Zpi/u5/rGGNTGN/4JfYdLLONlGPFGZu3a7JyjFtYoN8tUm1UqQYVys9xJmxUqQaWdziRWC2uzsra0wAVMNiaZbEzO2pg5L0fRL1LMxFvJL8X5VswvUsqUuvKFTKGrXbq+4Bfm5Jx23kQ7X2rE50W+McTSkaU8fvRxAA5mjnJl7WLC8ToA4VSD8oP7mHpgL9Fk/71r9pJ5DN28nMLVizDe3PydOud4YO8D3Ln5Tu7ZdQ+Ri7rq816eWy+7ldvX3M6aBWvmZI1nsyvmX8FfveSv+LWv/xqhC9m36wh/898/y9C+pV3thubnuOG1q7jyuRcQjtU58Hc/hMAB4C8psPAtV2E8Oytrqj1+tJ3fMPQo44//iDevfjPGGIwxvPjCF/Px+R/n17/x62w5ugWADz3yIXZM7ODPX/jnFDPFWVnHM1XkovazaeuafLL59Din45p+OrWeY1vX8la+kCm0r9Xp8ozymSJZmz3ha/zLLn4Zv3vP73KgcgCADz78QX548If8xYv+giXFJadj989ZzjmaUbN9X966b2+XU/GB9/vBDGOteOp5wOHmevfPKGssOS/XvjfP+/mue/W+1M+zv7yf7+75btfvXU8cfYInjj7B+3/4fi4buYwXrXwRWS9LGIWELiSIAoIoIHQDylFI4JJyur0LBvdPt0/K6Tbn22d4vmr9Lu0ZD896eMbDtz6+8bvL1m+38U1P2fqsHFrJtYuu5dpF13LR8EV6Jj3LnNFfoowxfwX8IvBzzrnPHqutcy4EHkv6LQfeDPy/qSZfBt4ATDnnNp+WBYuIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJwFxuvj/MF3/gBjDBaLNTZ+YT0mzhO/vN4aC0AzatIMm3Ga3pJYEAU0wsbAOr3AeHb5xifjZdovDM56WTI20715xyhPU5e12a463/p9bfvmGjBW1mbxrT8nLx5+3eWv44G9D/DBhz/Ig3sfbMfv23Mf9+25j2sXXsuzljyLalClFtaoBbU430rDTrkW1KiFtTO+D6eDwVDwC+T9fJx6+Xa5FTtevKvs57vaFvwCGZvRy6bltPOsR9EWKWaKp3WeZtTsXAeCGtWw+7rQe51ol3uuK13lsNbX50xwOKpB9bTP51ufgte5fuT9PAWvQM7PdX2/pL9HWnnPeDSjJvWw3tmCOvWoTiNsxPmwe2uEDWphjSAKTut+na0yNkPOy5H1suS9PFkvS87LkfNzg+MDtqyXJe+fWJuszepaf54zxrTvByjMzphhFFIJKlSala50/+Q4jx88xNbDR3j66FH2jI8x1ayArWNso50aW+/Pm2h2FpfSuv4crR+dlfFa92elTIlipkjRL7bTY8VKfolCptAXK2aKx70fa4ZN8Kbi+Z2h2BwBINsosLS4tN3uoH8k3ucnx6g9doTKjw5C2PNM5xmKz1rC0E3Lya4YmpVjcjLKzTKf3/p57tx8J9vHt/fVrxhawe2rb+d1V7yOkdzIHKzw3HHT8pt417r/xjc/8zBX778Ji9eu83Me17/iIq77sYvIZD2iWsChDz9CVG4CYIs+i37uGmzBn5W1BGN1gv0VAJomYGPxCepHG2w8tJHrFl/XbrdsaBn//Mp/5ve//ft8a+e3APjWzm/xs1/6Wf72ZX/L0tLS/sHPMZGLqAU1KkGFarMap0G1fa2ccT65vrbuC8/UvehsaV0zW9fEQfmCH18bW9fI47Uv+kVyXu6subd59pJnc9er7+Jd334X9+25D4AN+zfwpi+8iT974Z9x4/Ib53iF/ZxzNKIGtaDWvj/vSk9TvB7Wz7vfGn3jd92bt+712/f8fo6c7TwP9G7T9TtePGMzJ7XeqcYU9+66l68+9VW+s/s71MN6u27b+Da2jW+brUMjM+AZL96sh299fOPj2TjmWx/f+p16M0053X4m/Y/Rvp0m7Qem6XYzaO8ZL/59wXrtf8+QZ77ZufMEjDFvTLLXJ+krjTEHgYPOuXuMMb8P/Dbwj8ATxpgbUt0POue2JuNkgL8A7gEmgGuA/wI8AvxVqs/HgLcCdxtj/gr4EZAFVgE/CbzWOVeZrf0TERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERGZK7Wgxj277pnrZZxVfOOT8TL41idjM53N6+RbL5lO1w1qn7XZrn6DxuqrH1DO2mxXnW99vSz4GIwx3Lj8Rm5cfiOPHH6Ef9z0j3z96a8TuQiAhw8/zMOHH57jVfYr+AUKfoG8lyfv5+O8n+S9Qnd5mrYFr0Ah0x1v1WVtFmPMXO+myDkjYzNkshmGs8OnbQ7nHPWwTi2oUQtrVINqf35AXS3oL9eCGtUw1SdVbkbN07YPaUEUMBlNMtmcPCPznQ2sseS8HHkvT9bLkvNy5PwcOZsj62Xj628rPmCbSZtBbbM2i2e9ud59kVnjWY/h7HD/NXcpcEV36OBknYd3j7Nx1zibdo/xo13jHJysDxg1AK+OMQ2MVwfTYKgQcvFijxXzLUtGYMEw+H6TcrNMNahSbpapBBUqzcrAmMPN6n47XDx2UIHq7IzpG59iphhvfpFSpkTRL7ZjFgsm3o+hYBjPxdeSTL3A0tLS9jgHM0cBKD+4r28OO5xl6IZllJ6/FG8oOzsLPwnbx7fzic2f4HNbP0e5We6rv2n5Tdyx5g5euOKFumbOQNAM2fiNXYx/aRHX1l7YjjsictfUeMvPvpzSSC6OhY7DH99MsL8SN/IMC3/2avyFhVlbT/2Jo+38/oXj1G0DgLu23MV1i6/ralvMFHnvS97Lex96Lx965EMAbDm6hTu+eAfve+n7WLt47ayt61icc1SDKpWgEqfNSqfc7I6fSL4azNIF4gwq+kUKfqF9LTpevvXseqw2eS9/XjzTLsgv4P0/9n4+sPEDvP9H7ydyEUdqR/jlr/0yv/qsX+WX1v7SwGta5CIaYYN6WI+3oN7Jh3VqYY1G2OikQU/5JOP1cNB38DObb/3B9+z+se/np62fJt669289a/jWn+tdPyFD2SFeddmreNVlr6LSrHDv7nv52o6v8e3d3z4rrmu+9fGNj2c9POMNLlsfz3h4dpr6VNmzHhmbaec9M015uvGTsfrSpE1X2qrvLQ9o36o7H66fcn4yzs3OQ5oxZrqB7nHOvcQY8y3gxdO0+bBz7ueTcXzgs8BzgVFgF3An8KfOuUrPnHngncDtwKVAGdgKfBF4j3MuOPk9EhERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERGR2WKM2bB+/fr1GzZsmOulnJP2lffx8k+9/IzM1XqZcMZmyHgZfOuTsRmyXrYTT+q6yr2x3vqknLXZgXWtefrmGtQ2eSGxPPM8PfE0H3rkQ3zuyc/RiBon3D/v5cn7eQp+gbyfJ+/F+Xa5VTcgnvfyFP1idzs/T8ErtMs5L6cXXovIaRNEAfWwTjWoUgtq1MM6taAWl8NaX35QuRbW2v37ykk+ctGc7WPey5P1su005+XI+TlyXq4/nt5abWyWvN/fprdvbxvf+nO2zyLSsX+ixsZd42zaNcbG3eNs2jXO4fLM7vkWlrKsXTnCuhUjrF05yrqVI1wwL9/XzjlHNahSCSpUmpV2Wm6Wp42Vm+W4zzTtamFttg/FCbmwfBG3bvwdAHLry1zwMnjXd94FwIsm1vNfdv9iV/vshcMM3bycwrWLML494+sFCKOQb+/+Nh9/7OPcv/f+vvpSpsRrVr2G29fczqUjl87BCs89zjm2PnSQ+z/zJBOHus/JXfMe5/5LPsOR0l7+10v/Fy+96KUAjH1+K1Pf3dNuN/+2Kymtv2BW13X4Y49R3XQIgMqL8rzh4NsAyHk57n7T3YzkRgb2+/QTn+bd97+bwAXt9u95wXv48Ut+vN3GOUctrLX/Hlt/p+l8NagOjB8rXwtqONysHofTrfX8WvSLFDPFE8oXMknqF7rieT+PNXNzjXimeXDvg/z+vb/P4drhdmzl0EqyXpZ6WO9sQf2kfus41/nWJ+/l++7tp7vnn3Y7gX5ZL6tngFNUaVa4b899PHH0CYwxZGwGz3jxZr1O2cYx3/r41m/np02t1/5t93jtrbH6HU7kLHL99dfz0EMPPeScu/5E+xrnzq2bLxEREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREROfcYYzasX79+/YYNG+Z6KeekWlDj/j3343A454iIiFzUKafyDkfGZsjYTPul0q1yxst08qk2rbrWS45F5tqh6iHufupu6mGdvJ+n4Bco+AXyfp6811NO6nNeDmvsXC9dROSs5pwjiAKqYZVaUKMW1KgGVWphnG9GTRpho50GUdAuN6MmQRSQ9bJkvSx5L0/Wy5Lzcu0t62XJ+/3xnJcjYzMYY+b6EIjIWcQ5x57xGpt2jbFx1zibdo+zcdc449XmjPovHs6xbsUIa1eOsG7lCGtXjLJ4ODfr6wyigGpQpdKsUA7KVJtVys0ylaDSjlWacX6mscAFM57/x/a/jMu3/SQAhasarH3zQt72lbcBcFXlUv76qd8DayisW8TQTcvJXTRv1o/BTI3Xx/n0E5/mk1s+ye6p3X31l41cxh1r7uDVq15NKVOagxWem/ZtH+e+u55k37bxrvjoBUWe+9qL+JM9/5kfHfoRAAW/wD/9+D9x8ePzGfvc1nbb4ZdeyMgrLpnVdbnQsefdD+Bq8fm85DefzU99/61sPrIZgHc+75381FU/NW3/7+37Hr/1rd9ivN7ZrwuHL2z/vVWDKg43q2s+3VrPqgW/QDFTpOgX47xfpJg5sXwhE6d5P69n3XPAwcpB/vO9/5nv7//+XC9lWhmbad/Dt+7Z2+WZxO2J98t5Of3WKCLyDHH99dfz0EMPPeScu/5E+xrnztxNnTHmpcC7geuBKvBF4Hedc/tTbYaBPwSeA6wHhoGXOue+dcYWKiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIis8oYs2H9+vXrN2zYMNdLERERERERkbOUc46dR6ps3D3Gpl3jbNw1zsO7x5msBzPqv2wkz9oVI6xbOcLalaOsXTHCglL2NK/6xDjnaEZNKs0K5aAcp80ylaBCtVmlHJSZapT5o399iCgY4n8feQ5bJgsAFC+O+LG3r+ZVn3kVAEuyS/jcpR+lcPUCvHm5OdunzUc2c+fmO/niti9SD+tdddZYXrLyJdxx1R08f+nzMcbM0SrPPROHqzzw2W088b39XfF8KcNzf+JSrnnRcjzPcqR2hJ/64k+xa2oXAC9t3MB/3vaz4OL2hbWLWHDHGoyd3WNff2qCg3//IwC8eVmW/pfncdfjd/HuB94NwKqRVXzmNZ855mf+1MRTvOPud7BjYsesru148l6eYqZIwS9Q8AvtfNEvnnQ+7+XxrHdG90POLkEU8P4fvp8PPvxBIhdN2y5rs+T8HDlvwHYycdupz3t5sl62k/pxmvNyWGPP4NEQEZFnmuuvv56HHnroIefc9Sfa1z8dCxrEGPNC4KvAV4A3AAuB9wB3G2Oud861nlYWAm8DHgK+Brz+TK1RRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERE5oYxhosWFrloYZGfWLccgChyPHWkwsZdY2zaNc7G3eM8vHucSiPs6793vMbe8RpffXR/O7ZyfoF1K0dYu2KUdStHuHb5CCPFzBnbp17GGLJelqyXZZTRgW1qzZB3HZ4HQM567birWC4oXdAuH2oeIv+8xXjWP61rHqQZNbn7qbu5c/OdPHTgob76kdwIb7jiDdy2+jZWDK044+s7lzWqARu+8hQ/+vpOwiBqx61nWPfSlVz/ykvIlzrn8IL8Av7ux/6On/m3n2F0ssTbd7wJXFyXWTnE/DddibFm1tdZe/xoO5+7cj7GGF516av4y+//JdWgytbxrfzgwA9Yf8H6ace4eN7FfPRVH+Wd334n39n9nb76nJej6Bcp+AWKmWKczxTisl+kmCmecD7v5fFSf1cis8W3Pr+x/jf46at/mr3lveRsjpyfI+d1tqyXxRo710sVERE5o87k08ofAk8Br3XOBQDGmM3AvwO/ALw/afeUc25BUv9jwOvP4BpFRERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERETkLGGt4dJFJS5dVOI1z1oBQBg5th+aYuOucTbuGmfT7nEe2TNOrRn19d91tMquo1X+bdO+duyShUXWrhxl3YoR1q4c4Zrl8xjOZ87YPh1PM+zsR2QbQBaAsGLIelkW5BdwpHaEyEUcqh5iaWnpGVvboeoh7nr8Lu7achcHqwf76q9acBV3rLmDV176SvJ+/oyt65kgCiMe++5eHvz8NqqTza66Vc9ezI2vX8XI4uLAvpeNXMb7nv8/4Z/2UIoKAIznyqz6mfXYrHda1lt7/Gg7n79yPgBD2SFuvexWPvX4pwC46/G7WH/B+mOOM5Ib4e9/7O/ZO7WXelinmClS9IsU/AKePT1rFzmdFuQXsCC/YK6XISIictbwz+BcNwAfcc4FrYBz7nvGmMPA64D3JzE30wGNMYuAdwM/CSwCtgN/7Zz7h9lcuIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJxezjlwceocnTzgIpe0ifMrS3lWXJnjlVcswTlohiHbDlZ4eO84D++b4JF9k2w5MEkzdH3z7DhcYcfhCl/40R4ADHDxaIGrlgyzZtEQVy0e4ooFJfK+B6214HBRZz1E4OhZp6PTPhVr71cyRmtf43x/+/F6s73WyGu0882qwznHstIyjtSOALCvvI+lpaWz+Cn0c87xo4M/4uObP87XnvoaQRR01fvG5+WXvJy3rHkL1y2+DmPMaV3PM9HTjx7mvk89yZE95a74kouHufmNV7D8itFj9nfNiAu/nKXRXAhAxdb4L8vfy/WPPsj/c8P/M+ufSVhu0tw1GRcM5C/vrO9NV76JTz3+KQC+uuOr/Nqq3yAfDDF6QZFMzpt2zGVDy2Z1jSLOOaKwtUVEoSMMOvkodISpfBRGRMGAWCofBo7SaI6Va+aTL2XmehdFRETOCf4ZnCsEGgPideDaEx3MGDMPuA8oAH8EbAdeAfy9MSbnnPubk1+qiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiMwW5xzOxSlRnHoZizFmrpcmz3Ctc4/UOegcuMgl9UnegcPhkvMT13PeuvRYST5pG4WORi2gWQ9p1sJOvh7SqIU0awFR6DDWYKzBWoOxJGk6lq6zGEt3nWcwxmAtmFa+HTMYz2BNklow7Xxq7Faf3rF70q716e9U5JzRvm6Fjsi5OI0cLorTKOzkXaucXMfiGLgoStoR94n6x5n5eKl4erxpxm31n9m6IQqj9rpb47Xm9zKWXNEnV8wkaZIv+O2y9SzQc23v+s6Y/jugfbwj2mMcs30rBu17oTgfp719u9OetUH3vKnvtPT3Xfd3WdI+Sq2/Z+2935WDjkncL1l767uQ7nVOe7yiZPyu/e7vO1suSrZbyHHIc+zzIvZ5Efu9iIOeI+r5enPAjrEqO8aqfOnxAwAYBwsjw9LAckFoWRpaFoeGDKf/u3HKOBiJ802vjgeExJ9boxqwtLSURw4/AsC+8r7Tto5aUONL27/EnZvv5LEjj/XVLyos4rYrb+ONV76RxcXFp20dz2RH9pS571+e5OlHDnfFh+bnuOG1q7jyuRdg7LHPOeccRz71OI2nJ+Myjj9f/o9sz+9m++Of4qLhi3jrtW+d1XVXtxxp/81GC/I8/OB+KuN1yuN1yuMNluUvYW9uB42owbs/8H6u2/tS/JzHqmcvZvUNS1lx5XzscfZL5pZzne/hKHREQXyPEIZRUnZEyX1DvEWEQSff1TbZwiDqqm/365mjL94aL+ger9Mmtab02NEsfrH0MNawbNUIF69dyCVrFzF/aVHPTiIiZ7F6pcnY/ioXXDpvrpdyXvLP4FxbgBvSAWPMxcAyoHkS4/0mcDGw1jn3RBL7ujFmFPhDY8zfO+eCU1iviIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiInEbOOZyLU6LOS9xx3XUuqeuKR+n61Dg9fbri0/RpjXfceQf0cQ4Y0Kd3HgatuxWPptmv9rHpj7lo+jG76wfvT3SctXePPcO1t+IDjvMgfsYytCDP8IJckuYZmp9naEGO4ST1M17/Z9+ev+fzo38/O+27y13nCd3l3nH6jtOAcmf+1LnE4HO3f6xj70d3mwF9Bo0fgaP7b2tG+9F73CKAAec7DDjHuscbvF89nxHd59Xg/Rq0bz1/09D3d9Jai5w6Y8BYg7EG25UyINZdP7DOMxhjsOn+rZiXtDFgPJukrVjcrjPmdOvqn3/wOqdZ37H2sb321ppJrTlO5cxpfc9EUXxtiCKHC1vlVDpNrFUeFIvHi5LxOKnxetfSWV/PeKn+XWXXu6ZB8/Tvt8Sa9ZDaVBOozvVSZI55GC4IDReEluuSWIDjoOfY50Xs9yL2+RGHrMP1XMadgUOe45AX8jAhAMbBosiwNLAsDeNtUWjwmd3vgJDO33PN1slZqCT3qtXJJktLS9v1e8t7Z3VugD1Te/jklk/y6Sc+zVh9rK/+2UuezVvWvIWXXfQyMl5m1uc/H1QmGnzvX7fzyHf2dF2//ZzH9a+4mOt+7EIyWW9GY03e/TTVHx1sl0dvvYwlXALbHgbgrzf8NSuGVnDLJbccd6wwjKhONCiPNSiP1ymP1alMNCiP1ZNyHL8qjLgoZwF4fFeZLVsf7xrnyiU3sHfVDgAeu+C7rNv7EoJ6yJYH9rHlgX2URnOsfv4FXPn8pSxcPjSj/TyXtO9TwngLw6idj8KIMOjk27Gw0z4KBsWPPUbY2yYY1DfVNugZb8A8Mj0XOfY8McaeJ8a4/9NbmbcozyVrF3Hx2oWsuGI+XsbO9RJFRM5Lzjkmj9Q4tHOKQ7umOLRzkkO7ppg8XMNYwy+990X4M7zHktnjn8G5/hfwUWPMe4D3AQuAfwCiZDtRPw48CGw3xqT34yvALwJXAxtPacUiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJngVq5yYffeR9exuJlLH7G4vmpfMbi+R6eb/B8i3OAcziXvNy9lUatuCOKetpEnbbTxV3kuttEPeP3xqP+NZCeR85rQTNibH+Fsf2VuV6KiByDc+BCB6EjnOvFnO0MWGMwnsFYgzVgPIO1SdkaTFLfidGpS6XHrzMYy4BYul2n3nrJ3Ol2nsEYuupd5IgiRxTG3+NRGJf78pHD9ZRb+VY83S9uAy6Kkjj943W1nT7emlv3EiLPYAYMYEycMSa+XrXyg2Jx3iT9knxX++7YYgNXt8vQcLCPgN1hwK4oYFfY5EAU0nupcQYOeo6DXsim5JvRA5ZnMlyUyXJxLstF2QzLs1n81nV/wNoBjE3WDmC7176/0YDHdwJQt3VyxlBJVlOZbLC0uLS9pn3lfbNy2J1zPLjvQe587E6+tetbRC7qqs95OW697FZuX307Vy28albmPB8FzZCN39jFhi/toFFL3V0ZuPqmZTzvJy+jNJKb8XiVHx1g4utPt8ul5y9l6AUr+OPoj9lb3suG/RsAeNd33sVItIBLvSspj9Upjzcoj9eppPLlsTrVqSZ9J/4AS+b57fyBoL/D5YfWc//Fn6Xh1xgrHGBsxdPM331xu748VuehrzzNQ195msUXDbP6+Uu54rkXUJyXBUjuR6L4fiFwhK18mIqHSTwYEEu1DYPefhFhu94RBVFXfdgzR98YkUvK/Wtq9x1wTGRutO51rWfwPNvOWy/+DS3Op+MWr5X3u+PWM1hjOPD0JAd2THTNM3GoxsZv7mLjN3fh5zwWLC0mF/XEDG5eZ3p/605mrIFd+oMzWUP/2DNb+MzG7mk0oM/gXZmdY+JmPOHxxh5wbAd2nEmbkzx3+sbub2StoTSaY2g0R2l+nqHRHEPzc5TmJ7HRHNm839fvVLU/Z5dapkut0HXW71KNHKl4eqd7xxnwWbvUIF1de8ZJhmgX+tp2lTsd2/lpxnbT7FP3WK6v7cBxBuxT9zyuE55mjTM67n1tpzleqYV1HfsTPe7pz7prnJ41tus7c0ah4+i+Mod2TnF49xT1SsAgLnIc2VtmycXzBtbL6XPKVxJjzErg94HnANcBBeBS59yOVJuXAa8EpoA/SDaAp4G7gStSba8F/gVYRfxMB/Bq4Fs9Uy8BLgea0yxt4UnukoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyFklbEYEySZyrjIGjDFg43IUzPAN8iKnKjn32ueg6ZyPxoCxJm5mDMYCxmCgU5dqS2qcVtl6hmzeI5Pzk9Qjk/fI5v04n/PwMhYXOaLQ4VySRhBFES4iFXNEUZzG9b0x1xPjGHWOKOIU+sd95QQ4iJwDHTeZQ61rl7UG4yVpUraeia9fg+LWYG3SN2lne9r19jOewU43niE1rsVYusY7kXnS7dptLD3lVDtrCJoR9UqTeiVItmZPGhBFrue7IXXNT44ltpXvfH8wzXcK8X/x/hmA5HuF1vfGgPYDvmOg/7vJMGjeVr8k1pqbJDajtXePYbrGSvZhun0dNE7vPlswHKP9gOOe3p+5Vq4HPLp3go27xtm0a4yNu8fZdrDc1y4Edjab7Gw2ua8S12d9y9XL5rFu5QhrV4ywbuUoqxaX8D07o7kf3z8Jj+8EoGZrFFOHpDrRYOn8pe3yvvK+k99JoNws84WtX+DOzXeybXxbX/2KoRW8efWbed3lr2M0P3pKc53PnHM8ueEA939mK5OHa111K9fM5+Y3Xs6ilcMnNGb96QmO3PV4uxwtLbFnQYEnvriD8nidW8f+I9tzuziS2U89rPOOb/w6r9/0W8yrLzqlfZlnIZ9cp5oGRq5ewLLRHKWRHKWRLKUkP7bj1fzL9rsAGH/Ro/zSJW9gywP7ePx7+6lNNdvjHXx6koNPT/KdTz2B51nCMALdTp0VjAHr2/i72jNYz+Kl8tYzeF31Bs+zXfXWM+0xPJvE/Z4xvJ4x/P4xutt0xhg4X2uM5B7hdCiP13n6kcPs2HSYnY8eoVkP23VBPeTAU5OnZV6R2VadbHJo59S09X7W0r5Jda59fXbt/4FLB7vqXV9bkbliPcOC5aWu67WcOf4sjHE5cBuwAfg2cMuANr8CXAgUgAeBJ4BXA8uBC4BPARhjFgJfBxYDjxL/k8XVwNuNMf/HOfdYaszDwAHgN6dZ15ZT2isREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREZGzRNCM5noJp40xYIwBG6fGmnasndq44XRxm/Shp67VdmDcdo/FgFi77zR9jAGs6Yu19sdOt/ZB651mHnr6DFzXwP3p79N7zBhQ1+478Jj1jH+8eXuOTa96NWDqSI3JI7U4PVpPletMjdVxUfIW7t7ja+jeN2uS8yl1zFvnV8++9n4evedHe5wB43b6DFrPMca3YOj93I6zlkH7auODMWi/evsfa42d/WLw53rMcs9nTc/fcNdaBh+vrv3oPe7TnIcDy8n8XecdvWvpP/dk5pxzOAcuckSRi9PQ4VySRqTynTbp+nYsPUY7Rl+sv/3x2oALHZHrqWvH6F6zS+qmW+eg/RmwhkHrm/0PIMK0tzDZ4rJt5aMwVR/15Ptj1oWYKMALG9iogRc1sWETGzUwzjE5fCFTQyupFJcQebnZ36dZZmx83bA2uR+wBuslqe2krdjgOEnMxmUD1utuZ1JjtsrWJGnveCa9BtprarUzPe165znWePFabaof3fucfF8LZAtQnJcdWLf5yGb+7gfvx7Me6xav47rF13HNwmvI+/kzvEo525VyPs+9ZAHPvWRBOzZRa/LI7gk27R5j465xNu0e56nDlb6+jSDihzvH+OHOsXaskPG4Zvk81q4cYd3KEdauGOWyRaX43rxHM2w9AzpqXo35tlNXnWywdOXSdnlfZd9J7d/28e18cssn+dyTn2OqOdVXf+OyG7ljzR28aOWL8Kx3UnNIbN+2ce771BPs2zbRFZ+/tMhNb7ici69d2Hff6iJHdapJebxOeaxOZbwR58cblMfqhEerXDPRIJd0mwwd924ZI9g81jXOK/L/kc9c+z+pZcrUMlP825p/4HUP/ydyYXHwYg0UhrOURrKURnOU5mUpjuYojeTi8kgW77EjVL+1E4B5axdx61uuGjjUHUNv5l+23wXA15/+Ou983jt54Zuv5KY3Xs7OR46w+YF97Nh4iDBIzndHJ/8MEN9TJN/bvsF6Fs9Lvv9bcS8V91Nxa/D8AW3S/VL1Xs947fhxxuit7x1P9xXTK43kuOqm5Vx103LCZsSeJ8fYsekQOzYdZuJgda6XJzJrgsYz57os549c0WfRhUMsWjncTucvLeL59vid5bTwZ2GMe51zFwAYY34RuGVAm18D7gR2AC9wzgXGmBcB9yRr2Ju0+1VgEbDaOfekMeb3gL8AmsAfA7elxvwy8OvA0865A7OwHyIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiImeleYvy/NL7XkzYjAibEUGShkErH8ZpEBEFDgwYYzA2SZMyBoxNytZ01bVimO4+rTEwYJM+9PTpGj89r+0Z3xjoXZOct3IFn9yKIRauGBpY75wDdJ7I2SmMQqaaU0w0JqgHday1eMbDYtt5g8GzcZrxMhT8Ahmbmeuln5DW9Rpr8OZwHc45CENcGEIQ4MIQFwS4IJgmHsbxIIQwiTcDXBjMLB4k44QBBMn4M4m3t1a71PhBiGu1DYN4va11hp31kOwTUQjJdXCuRPkS4cLlhEsvIVqyErdoBW7xMkw+j/EzmIyPyWSwvo/NZjC+j834GM9iLRjPYK3F2OQewhqsl6TJ1htr1w2IxeOZrvH0HSEn6gtbv8Af3//H1MM6AHc/fTcAvvFZvWA16xav47rF17Fu8TpWDq3UOSZ95uUz3LhqITeuWtiOjVUaPLx7go27x9i0a5yNu8bZPVbt61tthnz/qaN8/6mj7Vgp63HtihHWrhhh7coR1q0c5eIFRZph8h1gmtRNg5wxQByrTDa5qLS0Pca+8r4Zrz+MQr6z+zt8fPPH+e6e7/bVlzIlXrPqNbx5zZu5bOSyGY8rg00crvLAZ7fxxPf2d8VzRZ9rXrSCpZeNUJlosOFLT1Eer1Meq1Meb1AZr1MZbxBFg+8FfOCFwz45L75G1SPHA+WAYEDzkdpiXrHlF/nXq/+O0AaMFfdzz/qP8Hb/vzIyv0RpJEtxJEdpNEdpJEthXhbPs8fcr4Nf3dHO56+cP2271nV148GNBFHA57Z+jrdd+zY8z3LJukVcsm4R9UqTJzccYMuD+9j75HinswHPs1jPtDfPb5XTcYuXamN9m9xL2KRPd3uvp2/3uD3xVtuTHcPqO+RcELmIycYkY/UxxupjjNfHGa+Pd5Vb+Yn6BOP1cZYPLec9L3gPK4ZWAOBlLBdetYALr1rAC97kmDhUpTrV7JvLMOCc6AnN5NZjxvcnMxrbzKDNDMaepX2L283kIMxk7P7gjNYwaFdm0LG/yQznn6XPfCZj935OQTOiPFZnaqzG1NE65aN1psbqTB2tJfF6/Fvz6WRSyzSpFZrO+k2qkaET723fNU56V9PjtNp21Zu+sU063jPWCY2TajCwrekNDR77ZMcxqeM47Tipg9g/Dv2fy4CxTVeHadbe9RkdY5xBY83gXJi3MM+ilUMsunCYofm5vr+bbePbWJhfyEhuBDnz/FMdwDkXGWNWAr8PvCoJbzfGXOqc25G0OWiMuQl4FPhXY8yNQCFpGwDPSvI3AE8AVxhjngWsTeJDwBuNMbc6575ojLkE+MOk7kljTA7IJmM9Bux0zt16qvsmIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJyNjDGkMl6ZLLeXC9F5IyZ8YvjRU6Cc45KUGGyMclEY4KJ+gSTjUkmm5Pt/ERjgolGEk+2VnmqOXVS82ZshoJf6NqKmeK0saLfqWvnvRx5k6VocuTJkjcZ8mSwkYMgwIUhLgghTPLNoJPvibswgHQ8CHFBEg9CXDiL8fbaTjxOGM7yGSAzYWtl7O4nyOx+4sQ6+j7O98H3iVKpaW0ZH/wMxvPaMTI+xs8kZQ/8dDnp4/WOkbTxvFS51S8eu90mk8zjeV3lTpueciaZ20vWou+kc14zavJX3/8rPvbYxwbWBy7gkcOP8MjhR7hz850ALMgv4LrF17Fu8TquW3wd1yy8hmKmeCaXLeeI0WKWF1yxiBdcsagdOzxVZ9PucTbtGmdjku6bqPX1LTdCHtx+hAe3H2nHhvM+K0YLABjboGYbZG2nT3WywaLChVhjiVzEkdoRGmGDrJeddo3j9XE+88Rn+MSWT7B7andf/aUjl3LHmjt49WWvZig7dDKH4bznnKNeCSiP1Rk7UOGx+/by9KNHcJHrbmigXgl46MtPndQ8BnhOyWOeF383Rc7xw8hQWFZi0UiO4kiW0kiO0miO0kiO4miW0shN3HRkOb9/3+8DsM1/lHtWfYL33PyeE/6Oi+oh9R0T7XL+yvnHbH/blbex8eBGAO7achc/fdVPd52ruWKGa164gmteuIKwGeFwWM9irb575cRVgyrj9XHG6mOM1ccYr4/3lXvjE40JIhed0Dx7ynt465ffygdv+SAXzrsQiK8BU0cPc3jXTo7s3kmjWsV6HsZarE1Sz8Nai/HimLW2He9KbX857hen7fredtO0N9bqflamNTQ/xwXMG1jnIkez0f08boyJv4xIkna+E09nSc69rrY6H+UkOeeS37GCeGs2cc0mBAEmn8cODWGz/ffEX9j6Bd79wLu5cdmNvPel79U5OAf8WRrncuA2YP8x2oTAWiADBMAhYBlggXWpNg3g74GLe/ob4P8DVvbE80AT8JJtLdD/hCciIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiJyBjjnwDmcczgXERcjiLrLzjlcFL/M3UVRuz2t+sj9/+z9aYBkWV3gf3/PuXusmVmVVb03TTcNNNAFXaIoDCKKAqOjKPp3xQ0UFfkPijP6iDoujOOoo4Pixsw8ouPCo4wLo+DCpgKidEE1dNNN72t1VdaSEZERcddznhf3xpYZWZVZlVVZ1f37wOlzzu8s99wbkXeJenGnYlXZrKtvMsfGbZZ9jTEwehFxkWOzHJsX2DyDoorn5cuKyXPIi7JfNYaiGMfIi3JMUZRzFgaK6T5FWS4KqLZLYbCmgMJgWk2KKy/HXHUlttlAoVBalwdRKZRSOK6H43m43ij3caryTN31cP1R7o/HyUuTn9iSIqGX9uimXbpJl17aG9eny+vro3JhizNv5BwpY/naj1quP2JxDDimQJsYx5zEMaANuFXuVEnbqlxUud3YDjCokhBnxXFQrotyXRjlRUGxunruc4+uM+c+08WjOkbrj9k4eS64Hmr6uHouyvWqulON8abmcGbq5RwuyllXH49zprbtobxqHseZqc9bH66L8qptOdVankTXyOPD47z5w2/m1qO3jmPXta/jm5/xzdxx4g4Orxzmvs59G8adjE/ywYc/yAcf/iAAjnK4cfFGbl6+mQPLBziwfICrm1c/qY6l2Lo9jYCXPH0fL3n6vnHsWC/mM492uO2RDp9+pMPhRzocX0s2jO3FOXc+3isrKiPRKcHU9+zkkT6udlmOljk6OArA0f5Rrm5dvWGuu07exR/d+Uf81X1/RVzEM21aab74qi/mm57xTbzg8hfId3kT1lrSYU5/NaXfSeh3EgadlP5qWR7FB52UIjdbmHDr2w5qLvWFgHrbp9YOqLcDlo/0CB/qjfssft3T+LrPv/yMc71y6ZU8NnyM/37ovwPwl/f+Jdc0r+F7D3zv1hcEJPetQlHuhHdZDacVnLb/VzzlK/iFf/0FemmPR9Ye4b/+63/lLS94y0yfPMtIhwPS4RDsnAM057s5/+uq1vWZ02kL47YzVs0NbnG+LW1za3+XWx27Yb1zh83b5hY/g61sc5PtTo/NTU4vXaOTrtJJOnTSLp1kldUq76QdVpMOnaRDd1ROOyTFxnPq+XKkf4Rv+Ytv5HsGX4F+pMvJRx4mGfQv2Pa3S2mN1hrlOGit0dopY866fH1cO7PjHI0axU43zhn1WT9+8+3MjHOmtr1h3jOsed22N9/Hqo+jUUrLdXAOpRV+6O72MsQOs8aUv/NmGTbLyuf3cT4qZ+Wz/XR7lmPzcsz4uX8UH/Wbbs/WjZ+eM8vXbbdqn5lrtp2qPPdeYZrn4dTr6EYDVYt41J6ia07wPT4Mg7/jT/h1vuGlP3hhDrYYO+cziVLqKuDrgPuAW07T9ShwPdCtttsGHgGuAvZUfe4CXgZcba09oZR6BLiS8lZdAV8/Z94/stZ+e7WWNwO/CNyslFLWnulbKYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCHExS+LY257//tQunzp8/QLrccvyh4lpbHWgLXYUTIGqF6iay3WGqyxgMWaqm7tZMy4n53EjcGO+1uws31GYybbnb+NrWx3Zo71a5hZlxmvx06NwdiptVZzGoOdOQaj7axbV2HK42UMusopCjAGZQzKlNtVhaliFmULMHbcpo1FYVEWtLUoO10GhZ2UrV0Xp+o/VWbePJvNRbXt+XPps/j+qSqdT0PPoRMFdGsBnahMqXfuL/J2XBfH83E8D9fzcTy3yj0cz8f1XBzXO0Mfryp74/g45npTfdf3KedyPA+tnR04Sk88uclZS9fopT26aZdu2qWX9sb108V7aY+kSHZ1/U2vSdNvErohxhqMNRS2GJeNNbz0n3p83T+u7eo6xaXDag2+h3W9Mvc8rO+D52I9D7wq5rll2a3i1RjruWXM98B1MeN5yvg45ujxiX10PRxxLATHVvAeehTn3nvRDz0CcbxLR+QikufYPOeJ9OJ0qzU4TpU06KlyFd+szyRexuxojNbj8VZPzVXFxzE9NcfMGF3OpatUtdvRNqf6GlWVp/tN7Z/neUQoHu09wLvv+SPqqz2+qg8Lfctze0tce/wUqngbB32f1/gBNngKQ9fQc1JOqSHH6NLxcgYBDAPIHEXmGnLndh51bucB9494twNh1OTaPTdw3d6nccO+m7hh3zOp1Voo359NnodS5/uOSlzs9jVDXvqMkJc+Yz9QnoOPdhNue2SVTz/a4bZHOtz2yCqnBtl4jNIpsU4Ipr4+xx/q0T1xnD3OAkc5CsDHPvpXdMIbAMhtwb/2b+Nv1/6JO5P7NqyjoWu8pPb5fFnji1i2i/DZDp++42/Ga5qwVWw6VMWm/+LsnH6j9qngpDgdm9Nvw7wbz74zsdO1z8w7ik3qRWbI4pw0zknjgiwpqnpBlpTxLC4wZt4VYDamdBvHeypK12fipuhisvuwpjse57gaL3BwAwcv0Hi+gxc4Vaysu75GO3pmP/wHFgiPXj6e+8TSCnd95nb4zOyaxru97vO8Fsvn66fzL85dAPz6p36dU/96B7eYGzYcz3mfp7WWy09ezR72AfBY/z4++Rv/MDV0/uf5Uu8m/iL8OADvuutd9N//aW442iIZDkiHA4qs/M5rY9AWjAJQVQ7I+fOSZbHkjiX2DYlXkPiGxDNVXsyWp9pSz1zQdXqZIsg0QeYQpLospw5BpglTjV/Vw0yzFuX844ETFI7llOnyNv4PX/HofhYGHrUk5YrVNfZ3+vh5ASisGv0FVWUF5a9GgJq026odwKqy3aqpcdNzTbVbFKxrt9XfzPS42Xk3ts/OO1rfbHu+hXk3jtvYb9565+7XqDxqr/qcL+PfWJ3yd1etnTLmrMvXx0e/047GOXrmt9tNxzmjPs782MzYUb/pfOO2N137ptsuf2tGKRRVrkCp0TOjqtqrYzQuqCrb+HmMY+va1sfV9K+Nal0f1HTXjWOmp97Qtm4sc9a6jf2Zx1o7eUbMskme5ZBnk9hUvIxl5bjxmEncZtlkznTd+FF7tm6b0/H12zxNO0Wxpf28ZGUZxeoqxeoqAMtVGlG1G+aNEufZuf/SDzcA3wDcCtwNPGt9B1X+Fe+tqh8ErgaeC1xGec0Z/fvIbwFvBH5PKXUIuHI0RZXPuxNpK6Xur/qerGIBsB94/Gx3SgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEKIi0Uy6POh3/sfu72Mki1fda2sRdky11MxPR2zoJgqV3nZf6o8HZ8zxpmKT48ZbUsxb575c+nxPFPjp+fc5cP7ZBVlBVE24LLuYBwbeg4D3yN1nTI5DqmryWbqZczo+Z9ckecUeQ7DC7Un82nHwfF8HM/DdV0c38dxPVzPx/HcKvcmfTyvyqfqrjfuM2rf0Gemfd3crle+UH0HX0pvraWf9emlPbppl27apZf2xvXp8qg+He9n/R1by9mI3Iim16QVtGj6TZp+k5Y/W15fH5UbXgNHO6ed/7FP/Aunfu6152XtuYZCg6ny9cmsLyuwo0SZU+XKTuYtz5VU53TQFrSp8lHZgFMld1QuwC3Am/cW6ieAQikKrSi0LnNVlo2eild9zKb99Mw847Fq0p/T/n0aIAGTQFIWz7sIuPEKamnGYj9hYRDTHKY4xuBYiza2yg2OkWvopUYZA8ZAlm3e5wKuZycYwCqFUeCa8uR2JfDGDT1PMO905QFLVbp+Q6vdECl1gFurBEdOtz6tsVpjnTI3jsZqZ1y3Vd04Gus4VWxdu+OMxxjHgfEczqR9erzrYB23ipU5VR+q69j43mCcjQqz+fj7MKqvO2epqf6b9123rXXxSXW0zdP3n8w/Pcfp92ey7PXxzfdnqvfcfVq/7g37c4a1tZTihcCLFhV2AY6nivv6mj9fvZ+n9lokKiXQk/XF/WO84/t/kcFzV+CKMvahv/lj7joecfc1Pe66Zo1BWLDeUsfjmQ+2uO6xGq65n09x/4Y+YvuU3oNbezGOd91M3Joe2fAfMemdG8YUCaTbvBW+LLqO6/e/evz9ebh/Jx+9/y+2vd5nKMvDzw85sjcG4I/0Bzj5idvZfyrc0vhrr/qe8oQJfOZzH+JY/OAZxyxgecrzajxwefm8977LPstX3ns5C/1yIm0MNz16nKtO9dBzTrcWMNXfuVGAUuV5XKnq3lZV97lq6p53VJ7qM7fvGdrPNGam7/r2bW5/O9ud0051TM6XQlkSz5D4RZUbEq+o8jn1qq+5gDeJuoAgcwgyTZDqKi/rYaoJMgd/XJ60abv147a3ExBkmvcfXCF3LVGag/soX3CPZk9/8/sqsTMss38fZWzyt1/+6jf7d8i6vytgw98u0393G8adqX0SZ/rvf924Ys725807ihsmz/ZGQaHtumd9O/U7QFV2ynKuwThlnjtl33zU5lgKB7Lqb7Pdj7jseESYu+fvg5un+v148vvsbF2v/812bozTtM0bv/ncc/tO/a6sjR3X512rxIVjoXzW0Qqryt9X0ApdGHSWo+3pP6C9wf4Ls1AxYyfOMP9grd0PoJT6XeBZc/r8O6ANPAZ8JeBQ3UsCXWBJKdWw1t6nlPoW4DeAV06Nzyhvdec9278U+Eng08A3Ad9dxbd2Fy2EEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghxEUu73T4N3c9jFHlS+WNUhitqrqaqVulpl5OXL2omMmLgqdfGqzWvTBYTb1EeGb89IuGd/tgiHNmga2/Qn73RFlBlBVb6ls4DqnnkrkOqatJtCZxFKnjkLqTlLmaxHHIHQ3qwh0FUxSYYkgWDy/YNudRSuN4Hq7n4XgejudjfU0eKrIAMh8y35J6lsQpSL2CWBfETkaiM4YqLRMJAxszsDGW3Xu7uKtcWkGLpt+k5Zf5vPKovj7uOd6OrymLY+786D9w+O/+mn0f/ihXpxkAa4HHZ6/Yg63O2RbGR6485zL7cnlAWYM25flXG4umzB1rcapcG1OWjUFbi1MYvNyOY46xuIXFeQK+BL5QkHiQepC6ZTlxR3VV5g7kjiJ3FJmjKPR00hTVddMop8o15dHXYB1Ao6zCLRy8QuEWCrfQaAPqkjiT7gClGAQ+g8Dn0aXm6btW39Xx99GUqSyb6js7/T024/Jo3Lg89f2enWs29mT4FEbnC6tgtMd2vONqqjxL2XK0qiZRTO4Ln6jHTQPYi/ecp40BYyDf7ZWULKd/riiUwmjmtp1u3PbamKlfyPuzS0Hr5uO80vl2PqRTgqlDo1QNgHrsstS17O3CqfYpHrz8OIkPQQbaQOZCruGaY3We+UCT5dXgyXP9uhBUhBt9EY7/HJSaPClbm5LH/0IRH2Kn/uBb3l6+cN9Xo6vtnEge4+Mrf3VWc2mreMmhZd77hY+z2swwDnzg4Aqv/NhltPunvz9uuAs0vUUAcpNyPH5kS9tUKL7o03s42Urp1nNy1/KhW1b4tx+9jNag4OCDR2kNk9OMpzq323Eu5jMA1T2uVZQ5VT5d1uX9tNFQjMuW3CnruWPJR/k4gYnLdjM1dlReH5u0qXH7TJueGjcVG/VxjK6SwjEOTlHel7tG4xYaL3dwC42bO/i5xi0cHKOhumea3n/D5F7KqvIYzXyNqlPj3OdbuzH2tN4Cz/+HEP/R+3nGI6P2rf1+Ic7N+F7W2qnPUM4J56ZH5sDQh9xxsDgYHDJHkzsOhVbjZ4nx78PTvxWv/+145jfl2fpM393e7Se5Qk2uDaP78vFvVtW/P1ilMJTncEt5H1/GwOqyza4bu2H8nLbN+07q88aP6qd7Zsi14dann+SR/WvUEogSqMXw3HsaXHs0wCsML6nVLthxFhPuuU5grTVb6PbvKO/AR7/C/7/Au4D/CnxLFVsE1qy171ZKvaGqvxH4TcprTGKtfajqe9XU3B8D/iMQAXdMxfcAD2x3f4QQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEuNi4KJpxutvLePLQGlwX5TrguCjXRTlOGXMclOeiXA9GZccd5ygFSo3f91u+j92WhcJgrYWiwBbFOLdFgc0ybJ5jswyyDJum47TTzteLrHMNsV8lr3xBd+yrcX26TVt4wZ2WK0/OW2B5DDFbeXVuySkKoqIg2uoArVGtFjQb0GxCvY6t1zC1iCKKMFFIHgQUgU/ue6SeS2EtRZ6RpylFnlFkGXmWUWTpVDkjr+rFVP18MsqSuobUm0quIZkqz41XdeNsY2OWnX1/vYWgcAgKh7DwCIxHZD0iGxDhE6mQuoqo64iajmi4NRpug4Zbp+U1Cd0ILwhwXA/H93BdD8f3y7pX1R0PV/s4ysPFx7EejvHKv0dlUFrvyK4cf+gBDv/9+7jjHz5AOhzQGiRcdbI3btdK86xjHXRh0MbgFAZdFE/IF8vnjiJ3FZmrSF1F6kHqKhKPMrmW2LfEnmXoWVIXUk+RuJB6THIPUhcSbzTHaHzZXjhnc/Smv8TFWe+jtgofjwAXH69M1iXAw1dluWz3CJQ37hOMclW14eHj4+MSKJ8AD1dPXj2uRhcTpSbflSo2bmNyzWFejKn+atw6dy47dZ7L06TK15XXndMmc00H1WzbzLbKqgHMVPtkX+fNPd1var+sRRmDMgadF6iiwDEGNfr7ygt0UaALgyrK8igf9R/F1o9RU33KWF713/q1aaeoKmHH/5k6F+/kSXnCKoV1HIyjwdEYx8FqjXV0GdMKozVWg9UaoxTWUeVfmFJlXIFFlbkCW63VKlveGo33xU59lmWujUUVZV1XcV3YcV0XtuxjLE7VpuccioEPjoEgn40b4EQjYrUW4BUGtzBlbsqyYyyOMbjV9rZzqbyUKMCxFqc4P9+js2EUGKUmSW9SntNWbGhjS+NO12Zh5hx0wY+HtgzVkFin+AqwltrgKAude2msnORF9/Ro9UfXs82va1b1sO4A67hY18E6DtZ1wHEmMdeZacd1x/2s65b1Udt4jFulSX9GMccBz63GOhuvDevO7aawZKkhSwqypCCfKmdJQZ4UZImhyNefh9dfP+Z9Xpt/hlorvNDFDx28wMUPXbzQKfPAwY/KmHbV5HpZKI49VOPI/TVMMX0vadl7ZcKVT+vjBc8A9cxq/zZufyY2PjZsjCmFShV7PtXGScqzUeEX2C+IeHHwnTPX/nVDZ4/xnOP++cVJ/tPxt9MxayS+4aMvTfnp5e+h6dTnHk+lFMFDDtxZ1s1+h5e94g0bt7XZ/irF53GcH73/50ltxmozI3rBXr70f9+FGSaTvrVa+axsDOT56KFabJGG8bX14nG2aznP912uWz4POk75m8841+XvPHPbyr/D5DN3QXH2zxOXDKXK308cp/ytTCuU0lVZj/+20bo6XahJrKxu+Pht9d201mCtAWPLmDVgqt/NTBkfxSiq+8WL6nv9xOIV4A2hvJ94Eny3d4ChfPYp7x0nZbuhzlT89H1H/c+u75m2NWnb7Xvc86VTz/jQ81Y41coARa8Grb7LzXcv46c+RxbLfrpe29V1Plm5Z+6yI55V5dcDr7HW/j6AUiqD2Wd7pdQrgJcAPwHcU4Vd4NFN5vaA1wL7gF+dij8PuPXcly6EEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghxO7yPX+3lzBLa5Trli8lHyXHAc8tX0buuijXAdcbt830H/V1vak2Z1L3qr7VXKdrK7dTzeVWc021leOn2xyU5wFg8xybZtgkwaQpNokxcQxxjBkMJqk/yvuz8cEA0+2Ny3Yw2OUPZutSB2K/St6orEg8GPrTbWpOPxj6akOscM78gmZPe0RuRFIkvOvFMc94BL70U4YX3qVwM1N2suUL1IHyuxZF6CCoPvfqdbimwGZ5+dkNh+WL17fDGOzqKqyuzoR1lQCCdUN0vY6ztISzuIi7uIizuFjW9y/gLi3hLC7hLI7Ki+hmE6UU1lpMkVNkGXmWVXlKUZXTNGEt6dKNO3SSDr2kSzdbo5f1WMvWWMv79M2AfjGgb2IGdsjAxgxJGKqUVOXb2/cd5uYKP9P4uS7zTBNM16fi4zRuUyg2+94UQL9KYIFelXaSdlxc38NxPRzfx3U9HG+SXM+v8rKP6/tV32qM6/HIZz/No3feMZnUWm567PjMntXiZIdXvn0qitBhiIpCdFDlYYQOA1Q4v02FQdknCqs+Vd8oRAUhOgqrceXfqQrDyd/pFhSmYJgPZ9IgHzDMpsr5uvKctmE+ZJDN1jOTnbdjaZQlJiUmnQSnP/CzeV99ddpzrUvkRtTcGpEbTZI3GxuVa966fpvEIjfC1RfqteYXH2sthS0w1lDYgsIUZV7FcpOXbVPxUb/xGFtQ5BlFEmOqewYbJxTJEBun2DjGJgk2SSBOIEkhTbFJikpSSDNIUnSaQZKh0wyVZOg0R6UZTpqj0wKd5jhZjs4MTprjFPaCHy9lLSrP0RfwEpM5kLpV8iAZlX1IXUXqlfXMne2XuqpMjiV3Idfg5fAlt1luPLJuI65L66u/mvo3fyP7mw2Kopjcc1TsqF7lFlveM671sb01TK+HXVvDrlV5b20mz3td0t4pTG8Nb5DsyucHgOOA1qDU5Jxkq/0ypkx2l9Z2GtqCtpbxSXGXWaXKY+m6WNcBZ5RPYrYq4zhY163qk7h1nKqtGu9ocF3MTLzsb10Hqyfj7+dDOA88xs33PUZ872/xouN342dr294PZS0qyyHbxftG1wPPx7oe1vEotIdRLjkuudEUuLjaI9AuRntVcqs0XZ8qq83blO8TLtYJF+pES3XqizXqiyH1tk+tHVBvB9QXfPzIRamtXbittdxz6zE+9n/upXcynmm76hmLvPDVT2PvVY0dPWw2M6z8j0+TJl0AlK+5/PXP49ordmY7+1cO8F1/813ERczR4ji/bf6Cd3zZOwic9U9DpePvvJ2YkwDs+8IbaXzRFdva3k3A2mUuP/WRn+BrP2L5sn/8V0ZPcsrz2P+Wt7DwDV8/85lYa6EosEUxmxuDzfPy2S4vymfEUV4YKPJJbsx47IZ5CjM7Ni+wZrqPKfN189sir9rySZ9ieuxkDeM+poDR/HmxYV1FlpIXKUWWYoq8THlWtlfjVGHG53Fd2PK8aap0Nl+CJ7M8H19tzuWqMxo7fSaxCy32fN2ry3KSlveIaYIZl9Op36KSqpxM+iYJNjt/zzNbNv33Nwqd501OH0ejqvs/v7oHdMo8c8t7x9yp8uoecFQvqrbcUeQaiqqt0FWbBqOh0IpCl9spqpjRUCiwVby8NwE1+lur6qOyOkN9VFbVPc7p5lrfpiy4VuFYjYvGQZd1FE4Vd6xCW4VjKcsotAHHgrJqMj+gjB2vRVmLMhabZei1Ie4u3LNaVf6WOErGURSOxozLqiprCldjtMK4ZX0UN+5UuarbUbvrYBxV1l2nyst262gKT1f3YFW7W84xujeb9HUwXpnjOeOYUqq6XpXHneoXrnFMlb95qeqbrSj7j3PL+Ho30zY7ooozM//0/1DlZ++qyUqYGQe6ukKMZxpvX89ur3p0KOcZxaukNNhRn3I8ampNdtJbAVqNRlZRO72P1b7b0ZZtucbR8bCsW9f0aij30jIz36c7d/Cue36b4dRvQV+89IX84MHXUn9JDWtN9ZOzobV339l+bcU5UHYHHkCVUq+uim8Avrgqfz9wh7X2w0qpFWAv0AV+qmo/AHwbMPrFsgkklL8zp8Dbgc8Dvozya3k38OPAe4DnA/94hmX9iLX2l85tz4QQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCHETlBK3XrLLbfccuutt+72Ui5JNk1J7r+/fBF3lpX5nLJJU8hzcByU66FcF+U64Loox0V57oY25bpQtSmn6ut5KKdqc92q71S7vrCvb7d5jhkMJqk/wPT7U7FJ2U73GfSrfGOycXxB9+FcJC7EfpW8Ua5mY8GcmD/bd1jVE698kfXpRG40k2pebVJ2azOxzeqRt7HN0x4Aj649yg9/6Ie5/cTtANSHlq+6d4GvvbMJdz+wMwdOKZTvT76z1mJNgc1yuAAvrLeOJm/VSJohcd2j33BYizSdmuVUmHM8yFjxE44FQzqhpVs78+dyPrjKpeHWaTg16k6Nuo6oqYiaCokIiKxPZH0C4xEal7Bw8XOHIHfwM4XNCoosI88yijyryilFlo3TqJ5XdVPkF3w/d4y11YvqDY61OMaSOZrMdcZdbsDjxsN3bm0+x0FHESoM0WGIjkJUGKGDABVF6DAct6koRIcRKgzQYVT2DUZjwnKeIEBvGBehfH/8Avcni8xkDPMhw2xY5lUa5INJPZsTy4cMstn6+lhuL83vsK99Im/2XL4+BU6A53j42h/nvlMmT3t42sNYQ2GLMpliXDbWkJt80m6qmM3ntk3PMTPn9NjpMXO2N2+e0fbW971UaWPxcvBz8LMqH5ftbL2Y7mM3jsnBW98+Z25td3uvd5jnsfB1X8ve170O78orL9hmrbWYwYCHHr2DOx+8lQcf+QyPHvkcveOPUYstjaGlHkMjhvoQGvGk3tilW1UVhuhGA12vo2u18toSVdeTIET7Psr3UK4HrlM+H+jyGmiz6rkknXpGmUom27xt9Dwjti/1FI/t1bTdJgtOAz8HmySYNMUmCTZJwD7R/qjPgtaoIED5fvk9DoIq+Wg/GLfN1AO/vCfzA/p9w4N39eisFhjtYbSL0R61PQ2e8eJr2H/jXnQQlP2DYOO2fL/8e9kGay2n3nUXg0+tlAEFe77tJqKb9uzooXn/g+/nTR96E5bye/KKp7yC//Li/4JWs8/9Njc89jMfw6blNfWyN38e7t5o29srul0+8Lqv4arDRybB5SWe8uu/QXTgwNnvyEXCWsswH9JJOqwmq6wmq3TSDp14ql61dZIOnbQsd5Pu+DM4W8patKF6XimTM6rbqlylug5pey3aTp2W26Tl1mk6dZpOjWb1fNjQEXUnKp8RdUikPJSx2MJgixxGuTHYooCiwBYGiny2jykgL6bySR9Mgc2LcW5NUc07mm9dbqa3vbGNPJ/pM2qfbiPfmXt578oryVdWsGk6juUa3vt5ive9pMlPf/kvcVn9MjKTkRbpOB+XTUpWVDEzpz1LKNIYE8cUSYxNEoq0Oq+nKSTlNZU0gzRFpzkqK9Bphs4KdFbg5RavAC9nfD85W5+0+1XMKyb3hAIyV5F7itzVFJ6DcTXGcyh8B+u5GN/Feh74Ltb3wPegOvfrwEf51fUgDHGCECeIcMIQJwxxwxpeWBvnXlTHC2sEtQZ+WMePGjiOe0H2c2X1UT5y19/xiXs+zOce/iT+IKOeQD2GIINCQ+6UqdAb62WuypiGYrpNr+tX9bH6yfUbxZOGtTgG3KK87ozK6+uOAacA14Bj7Li8sW1OubBz20bPtGGuuKF2LXt1CxvH2DjGJMk4f+p7/hL/qqt2+0hdkg4ePMihQ4cOWWsPbnessjvwUKKU2mySD1trX6KUGgCnu0N91Fp7lVLqJcAHz7C5NwGfAP6xqv8A8C9V+duAN1blW6y1nzzT2oUQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCHE+aeUuvWWW2655dZbb93tpYjzzKYpZjCYn/p9TH99vD8u28GAot/HDgYz/aZfWn6xi70q+VPJU1PlUVwRezAMNsam+yY+mE1ePK2VpubWiNyImlflVX1ebFQfx7yptql66IZopc/7sUqLlF/811/kj+/643HMVx4/s+c7uOXjx+n9zd9SdDrnfR3zWABHY5UCa1GF4UK8/rsfQC+Cbg16NUW3Bt0IujVFrypPx4cBKKVp+k2afpOW36Llt8py0KLpNSflde2jeuAEKHVhX25ujSHPM4o0o8gz8jSlyDOKLCPP0iov68W6+kx7nlFUY/M0xQxjTDzEVC/RtnGCTRJIEshSSFLIMkgzVJ6hsrx8mbe1OMbgGIs2Vdnaqm6qPlVu7IbvggEOX3c5zZe9jJu/+EtJ3/yj5EeOzPRpvuLl7P2+70NHEToMUVGEDgKU512w4y52TlZkDPIBw3w4zofZcLZepUE2W980Vo0z1uz27oknOY3Ctw5R7hAaTZgrotwhKFSZck2QQ1Bo/ByCHPwMgkLhZxYvBy+z+Dl4mcHLLW5mcTODl1ncrMDNDG5mcNICJzO4WXFe9kV5Hgtf//Xsed1r8S6//Lxs42z0sz63H7+dwyuHObxymNtWbuNUcmqmjzKWWgKNITRiaMSWvXnEjfpyrtV7ubxosicP0L0hRWcV0+lSdDoU3S42ji/8TmmN02qh2y2c9gJOu43TauG021WsjdNq4yxMxau6DgIArLXYLMOm6abJpCk2neqTzWtf12eq72nb0xSTzbZRnJ/v5rnI3Dqr7aey2r6BzsL16Btu5Jv+04vQmzwzWGshyzBphk3LeyObJJgkLetpWtUTbJJSxDFJp0+yOiTpDch6A7K1mGxtSD4YUgwSTBxj0hRtchyToU2GNjnaZKhxLJ/EbX6Bj9JFyvPQvo8KApTvowIf7QdlPQjQgY/yR20B+YmM7EgMjofSHuEz9xHeuLfsE/jlvWQQTOqjuav5x+2j7Xnepvf977z9nfzSJ35pXH/dc17HG29540yf+N5Vjr/j0wA4SyGX/4fnb/sQxJ/7HI/84A+SPfjQOPaZaxR/8q1X8z+/8U9p+s1tz3k+5Sank3ToJB1Wk1VWk9W59dVklU7aoROX5dRcuN8wXOXSDtosBAu0g/a4PKpPl6f7+Y5/wdZ4Nqy1YAwYM1s2FqyBopgfH5VNMT9elU2WQ5Fj8xybF5BnZbkw2KpMlmNNUZbzYlw23R7d97yH7NFHZxf9RQf5iVvu5a7m2u4ctJ1mLY6hvKerkp+DV0yVc4tXTPUp1ve1U32reAF+Xt5X+oXCz1U5rqjmyyxuXt47arvbB+EiMH3tCILZc/2664jyvfLc70+1T18n5lw3dLNJ8LSnocNwvMlBNuBjj32MDzz8Af7hkX9gNVndvf1/ElHW4hTgGHCrfLq8Pi/Ldov9qnJhcWfq4Jr55dE410yta7ptNGZ92yXwd/vU9/wlwdOettvLuCQdPHiQQ4cOHbLWHtzuWGXtzn07lFKvBd5RVa+z1j5QxT8O+MBzgZdYaz9cxX8C+Bngt621r1dK3QHcPTUHwM8DTwUeAP498FnABe4HCuDZ1to7q/leAnwQ+BJr7Yd2bMeEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghxDlRSt16yy233HLrrbfu9lIuWX9xz1+wv76fZy49k3bQPuf5rLXYNMUMBpj+ADPoYweDsj6d+v2qfbM0206W7cDeXhhDH2IPYr9KHgx9RTJVL9vUTL/hnFjsQeKB1WrDdjztUfNqRG5EzS3zyI02xDarz+3j1fC1j1Ibt3eped/97+OnPvpTDPLBOPZVT/0q3vKCtxBaF9PpUHS7FJ0uRbeD2aScrp4i76xiul1sbw0Vp7uyP6M3Bl+QT8Z1cRYXcZeWqnwRZ7EsO0uLuIuTuru0iLOwgPK8C7GyMZvnmDjBxsNJPozHdRMPsXGMiWPssMrX9S37VH3HfUZjhpgkwcbxBd2v9XSzyfXv/WtOvetdHP+1X59p8669huve/X9wGvVdWp24VFhrSU3KMBsyzIcM8gHDfDhOg3zAMJuND7LZPjPjstm45RJ44/15pJXGUQ6OcsqydsZ1Rzk4uoy72p3pO+o3juk5Y5S7cU7tzJ1nNNdoO+u3tyG2he3NzDdvLafZv/Wx3bi3sNZiq3O5SRJskpTn+FEsTrDJdB6X14WkzG0yKZskxiYpwfVPZfFbvxVv//4Lvj/bZa3l4d7DHF45zOGVw9y2chufO/U5CluccexT20/lwPIBDiwf4Oblm7l+4XpIM4pOZ+oeqkOx2qHodqp4FavaTKczrmPMBdjjWSoMcVotnHYb3W7htBfGdafdQrfbOK12WV9oT/o2myjHOa9rs0WBTdOZZNIUm2ZlPUs3aZ/qM0rZGdpH47NJ+8nu46jC5a4rLF8Uvoo7a0/lfn8/KI3jKYqsPK9/6Xc8k2e84PLT7ospDMNeRr+T0F9N6HdS+p2EwVS530kZ9lJ28nKhtKLWcGg0HeoNTb2uqEVQCyEMbJl8i+cYyNLq77nMbZqUxyRJsFXMpJNyeTyn6qP2NJuqp+V94i58ty9GKgiq5KP9quz7KN/n4eRxHk1XyFxIXXj25c/l2r1PQwUBOvBJHhqSPjJEaZfg+j3UP/8qlF/NNZrXL+fTgT/Zll+29z74QY685Seww+F4Pe/9Qp93vrjAaMWXXvOl/MpLfmVL1yFrLVhbfq7GlPVReTqv4rYw9NM1uvEqvbhDN+7QS7r04g5rSbcsJ136SY+1pEs/WaOfrDHMBigLGlC2TNpYtJ2qj8pMytqsaxuVmbTPmyPSAZETUtMhkROO66EOCLVf5QGh9vCVT6g8XOWCNWCqfbUGCgN2dCym4qNydYzKPtPHcdSnWBdfVy6Kmfk2zLNhvk22P29uY6A48/XvYuJfdx37f+xHabz4xXzu1Od43d++jpPxyd1eFgCOcvAdH097+I6Pr308x5upj9o9xxvXx7FRv9HYUb91Y+dtYzpf32+r95s2zyfn8tF5fXRNGF8zqnqabKhPXz/G9ZlrxPpryGz5UvqN85x4HuFNz6T23OcRPa9M3v59ABSm4PjwOBaLtRZD+bdqsZT/txhryvap2HRfmMTm5qdpAybzb7JdjMFmOeQ5NsuxRQZZAUUOeVG2FXkZy/MqFZNY1W+UVD5VL3JUXkBuUMVUn6JA5WWiKFC5mS1PxVRRoAoziRcGPVVWeVW3T+7n9QvpKX/yJ0TPefZuL+OSdPDgQQ4dOnTIWntwu2OV3aEvuVLq1cCXAq+vQt8PrFTp24EvBx4CrgZ+BDgFvBNYBp5irX1YKXWmxbzJWvurSqmnAPcDnwMawC8Dh4GDwC8AnwC+2Fo72GwiIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCHHhKKVuveWWW2659dZbd3spl6S4c5I//M4XkytDoSH067RqiyzUllis72WpvkwtbIDjgFLYwQAzGGD6Vb5JIs93e9e2xCiIfYi9Kh+X1bg8HMV9tXm/qVjqgV33Yu/IjWZSzauVuVvbUn1DzCtjnvZ26chdOu7v3M8PfeiHuGf1nnHshoUbeM1Nr2GQD+ilPbppl17a21hOuqxla+MXcI84haURQz2G+hAasS3LMVXcbiiP6uET+F3qutXCWVjAXVxEt1roZhOnUUfX6uhahPIDVBigXA88F4zFJjE2jjHDKo9jbDzEDGNMEmOHVWw4LF9cPxxWfWLsE/HF9J6HDkNUGGDW+tjhEIDGl7yE/sf+GRvH467K83jKu/6Y8KabdmmxQpSstcRFzDAflikbMsgHk3qV0iItk0nJTEZWZBvqjnbQSuMop0zaGZe10rjanbRvsW3DnFOx0RhXVWOnxykHrbe2FrXuui/ExWyQDbj9xO0cXjnM4ZXD3LZyGyfjk2cc1/AaPGfvc7h5+WYOLB/g5uWbaQftLW3TGoPp9yk6HYpOB9PpUHS7FKtV3lnFzNQn/cxgcK67fFZ0q4XTauG02zjtFrrdxmm1q/q62EJ73FdF0SVxTviuv/kuLr+9zkdan+R/3/PzfHpQcF9qALj6piUevqP8TrT2hnzF657NoJPS7yT0q3ywOikPuynWnm5r26MURE2f+kJAve1TWwiot8tyvR1QXwiotX2ipo/Wu3+sbZ5jkwSTptg0xSZJWU9SbFqWbZpSDGMe+fRR7vvEoxSDBG0ytMnRJmNp2eeKp9TwdFHNlWDTbDJXmmCTqbmzdKYuJlStxhVv/Tk+9kzNL/zFD3PgfsuB+yzPO14nKhystWAMGLOxXBTs6JdZiLOkm02W3/ADLH7zN6O8ye8+963ex09/7KdZGa7gaQ/f8fG1j+d4+NrHd3w87c3Ux7FR/9GYqr5+7HQ+PbfneDNjHe3s4hG69NmiKK8ZaVr+1jFz/ajO+elUOUkm9dH1YW57etFfO7wrriB67nOJnvc8wpueWf7enOXYLMPmGeR5eW3NqnwUG9WrfjbPZ+Oj2HiuTcZXiTwrj2W+Lj41FmN27TiJTXgeynVnEp6LcqfiVZ+NcRfcKuZtEq/qo3nG8cAvf68LAnQUlXkYooIQHQaoMEQHQfksoPVuH6VL0sGDBzl06NAha+3B7Y5Vdodu4JRSm030YeBXgT8Dvgr4WuBrgBDwgD+11n5TNcdL5oz/VeAG4H7gFdbaR5RST6nq3wdcBnwjcB2QAE3gncBrrbWXxr+0CSGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQjzBKaVuveWWW2659dZbd3spl6Q77/oY9qu/a7eXsSWFgtiHoV/msQexr0jG5Ul8GKgNsdhXU+VynswFlAJAK03NrVFza0ReRORGZdmNqHllPo55k7Z5sel66IZoJS/Y3U3DfMhb//mt/MW9f3HBt62Vpuk3aXpNWkGLtq6zN4/YkwUsZB6tRNOMNfXYEg0LgkGOP8hw+zG6N8D21ii6XUyngxkMLvj6RWn8Au0wLPMoWlcP0UGVhxE6ql62HVV9Ri/h3jBuqh4E5Uu8K2sf+QgPf/drN13T/p94C0vf8i0XYveFEEI8gVlreWTtEQ6vHOa2lds4vHKYu07eRWGLM459SuspHFg+wIF9B7h5783csHADjnZ2dn1pStHrUXQ642S6XYrVDkW3W8VWMZ2q3J3kZNmOrmVLPA+n3cZptcq83cZpt9DtNk5rUnfabXSrhdNeKOut1sx9wPn2mve+huW7Qj7a+hR/8rlf5nNxwWdjA8DNL72KB99/mOajnyYaHscqAAUorJqfn67NospnLqVwAxe/5uFHHn7k4td9gpqHX/MI6j5BvWxTjkZpDUqDUiitYFynbNO63LZW8/tOt1X12Xmm66qqz+urQOn5fVUZU2pO36m2h+5c5aN/dh8nj8zez++7tsmLvv5pXH7Dwll/ltZabJZhkwSbptgkwUyVy3pKfnKNzns+h+kPsSZHR9D4/L1Ym1d9q7FpMi7bNMWm5fjxXKP20bbSdHf+1ubwrrmGPd/5HST33kf/n/6J9IEHdntJ4mJV/a2P/3bXl0fngs36OBqlRn3UVHl6rJrbRznVOWiTPv71T2XpNa/BXVra7aMknsBmrh1T1wqbJpPrSJJis3S2niTVdSHZ5LoxugZl5EePkt5//27vqhjxPJTrzibPA89FubNtM7HROM8Fd13fUczzpvpXc0z39aptjbfhjfuVfb1xn0lstj6OVb/jiyeegwcPcujQoUPW2oPbHaustee0caXUVcDvANcDTwVc4C3AXcCKtfbDSikNfAx4FmAAHxgCGni2tfbhqfmuA34R+DLAA1LgQWvtc6f6PAW4H3idtfZ/TMVfAnwQ+BJr7YfOaceEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghxI5RSt16yy233HLrrbfu9lIuSfd85h/JXv09Oz5vriH2q+SV+dBXM/VJeSoezIlVfTMHUApf+0ReRORG1NxamXu1LdU37eNF+NqXl/U+wf3Z3X/GWz/+VpIi2da4ulen6Tdp+k1afmucj8rT8fVtda9+2u+VLQpsHGPiGDOMsUmVx8OZuomHmH6fotOl6HQwvS5mbY1irY8Z9LHDISZOsEmMTVNslmPzHEwB5tzeNXxRc5zyxdu+hwpCdBii63V0rYZuNqtyhA5CdBSiwggdBmUehaiwHKPCEB1Fk3IYoqIIHQSoMERpvSu799iP/hidP//zDfHmy17GlW/773LOEkIIcV4M8yF3nLiDwyuHOXzsMIdXDnMiPnHGcXWvzrP3Ppub997Mc/c9l+fsfQ6L4eIFWPFG1lrsYEDRLe+dynuo1fI+qtulWO2M20y3M1vv9XZlzbpeR7dbOO0FnFYLp93GaZe5brVn6uPYQhtdP/395jzf/FffzNK9AR9pfZL33PlrPJgYPjUsALiiexvPOPTb52MXn3TWapdzz/Wv4uSeZ83Eg/gk1z/wHvaf+BRaAUqB1uXnWJU31hWKLbaVk47rOD7e1f8PKtgLgC1iisffDWYNFCilJ/MoBaP6TNu6ulLldpTGKlU+d1jAWrAWa035HGIt1hQoa+kQ87vNw8Qmxc9hT+rzqtXnEgz2gsmBAco7DqbAFgaKAlvkUBhsUZT1PC/LVW6LAqzFWVygOLUKeb4jn51Rk2SrtL48qlMdB6VHyUE7zjjXjouj3TJ3XFzHQzsuWjuzn+f056c0OHrm+I/jo7J2qs9s6vPTuuqjUOP5N+kzM//6sRq0M7PN6T7K0evWUsX19H5Mf1f0uj7O1Hbm9HHmxSflcWyzPo4ze0ynyiglz1FCXCD5qVMMDx9m+MlPMfzkJxl++tPY4XC3l7U9nlf+7uS6MwnPRblT8arPxrgLbhXzNolX9XL8qI83iY23W8VG21rXbxxbt+bxOVGIi9jBgwc5dOjQIWvtwe2OdXdg+zcAr1gX+7kq/zDwEspbXQMoYPqXYlO1AaCU2gP8E9ADvhcYAL8HPFsp9Uxr7Wd3YL1CCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQlxSrlm4jnu30d8AmQuJV6ahD8MA+oGiH8JaBL0I+qEir/kUkY+thVCvYRs1nHoD3Wjg1xtEXo2aW2PJjah5NSI3InIjam5ZHsXW1129E69OFU9Gr3raq3j23mfzrrveRTft0vJbtPwWTb85zpt+k1bQoqlqNAqPmnHQSYaJY2wcY4YxNh5i+gn2xBAzjDHxEBs/jonvxw5jTBJjhzGrcczJeIiNk7LPMJ7ME8fY4RCbZbt9WC5tRYEtCmwcAz2Kdc3K93GWlnAWF3EXFyflpUWU66AbTXSziVvFnYUFlOPsxp7Mtfwjb6bznvdAMdkz78orufytPycvSRdCCHHeRG7Ewf0HObj/IADWWh7rP8bhY4e57fhtHD52mDtP3klu85lx/azPx498nI8f+fg4dm3rWg4sH+DmvTdzYN8Bbli44YLczyulUPU6ul7Hu/zybY21eU7R62E6HYpul6LToeh0KTqrmG6XYnU63sF0O2Ws08Gm6Vmv2fT7mH6f/LEj2xvoODitFk6rhV5o47TaOO12GVtoo1stnPZCGWu3cNptwtUhGYqcgoICX0/uK5JMn/U+iFLqNbj/KV/Jo1e8ENTkeDp5zLUP/S1XP/IBHFM+B9ipcZbzQRG94A2oYG+5DZMz/OivUZy4+7xs7XQc4KX74Se/1SHxFZBzqPMAv3DkWwmtT3L7u0nuuOOs5i5Wjm+IqSDAueVm/qB5O/9yTcJqHYwCWyWjZutKO7TCNu1wgYVggXbQZiGYlKfri1W5HbQJnODcDowQQjxBuYuLNF/yEpoveQkANsuI7/oc3fe+l9U/+iPMYDDprDXKdVGeVybfRwUBKgjQYYgKQ3QUoWsRqlZD1+vl78z1OjoMwHXL8a6H8tzxXIxirjuOM93Pq9pG8em648hvL0JcAnbi6fIfrLUKQCn1WuAdwHXW2gem+vw74AXAS621H6z6toH7gf8AvLHq933AfuCLrbX3VP2uAu4Dfhr4BoBq7g1nGGvth+bFhRBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYS4lCmtt9VfA0FeJobTLXZdTwvEVepunMhx0I0GTr2ObjTK1GyUL0gelRsN9FRdNxpkjQZFvYFT1VUYyguPxbZcs+ry3e/NyR49hY2PYOIYEw+xwxiTJNjhEBPH9IuC/m4vdocp30dFEToMJy8pD8MyFgTjNhWF6KDKwwjl+4AFa7HGYLMcsgybpZg4KY9fHGP6A4q1NcxaD9PpUnS7mF5vV/fZpin544+TP/44yVYGKIVutXCXlnAWF3GWFnEXF3EWy7q7tIiztISzUJUXF9G12nlbf/9DH4aimInt+d7vwWm1zts2hRBCiPWUUlzZuJIrG1fyyqe+EoA4j/nsyc9y+NhhDq+UaWW4smHsg90HebD7IH95718CELkRz977bA4sH+DA8gFuXr6ZpXDpgu7PmSjXxV1chMXFbY81cUzR6VJ0VjHdLkWnU9U7k9hqh2LU1u1gVjsUvR4Yc3YLLgqKU6coTp2CB7c25EeAt73u2aAg1imBCsZtqddE12rUvvALqT3vueC4YC1YgzWmfNQzZkPdWlP2M5v0HbXN6zvVtqGOxW7WZm0519y+69qsrcZu1lbV7WiNW2sb162lsJqH9r+IBy5/KYUbTg64NVxx5GNc98D/JUjnPB+fR8Fzvh73sueM6/Enf5/ixN0XdA3TrjsKb/pzwy+8WmO14nPt4/yS+l3+P4++lvzY7ec8f/C0G6i/8EXUX/Qiap93EB2G/D8nPov+3J/gapd20GYhWBjn0+WG15DfF4QQ4jxSnkf6wAOc+oM/wMbxbKMx2DTFpum259W1Grrdxmm1cNptnHYL3WrhtNqz9fYCTrtV/ubcauG0WijH2aG9E0LsFmXt+n+cOofJlHot8A7gOmvtA1Px/wm83Fp75br+7wReYq29tqr/X+B6a+0z1/X7U+CVQMtamyulngLcD7weuBJ4HRAB/wh8n7X2kR3bKSGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQghxzpRSt95yyy233Hrrrbu9lEtSfuIEx37pl7FJgkkSbBzPlE2aYOOqPBye1cuOzyvHQTca5QuSqzRd1o06TrOJrs+r18u+zSYqCFBK7fbeiPNscOgQD7/++zDd7m4vZUIpVBiiwxAVhegwQoUBOoyqWIQOgo1tUYgKI3QYlHkUTuYJQ/R4XDVPEOzKy8NtUWB6PYpul6LTpeh2MONyF9PtUHQ643rR7WBGbb3eBV/v2VC+j263cRcXcffuwdmzF2dxAXdpCWdhEWdpEXdxEWdpCWdxEafd3tJnUaytcc9LX4rpzh4H/6lP5bo//zO075+vXRJiUzbPMXGCjYeTfBhjk/i0uYmH2OEQMxhihkPMYIAZDrCDUXmITRJUEKCjqDx3jc5ftag670XoWlSd86rz3qhfVMVrU+fOqYTnyXVeiPPMWsvj/cc5vHKYwyuHuW3lNu44eQe5yc849urm1RxYPsDNyzdzYPkANy7eiKvdC7Dqi4c1BrO2Nrkv6qxW90yjeqe6T5qqdzoU3S52MDirbf7i997Ivy7dx/+++z8TJm3+vld+VvW64tt//oUoudfYMmst93ziGB/7s3vpnYxn2q56xiIvfPXT2HtVA2stjJIxZd2Y2fqoPIqP6xao+s/tC1gz03d4R5/+x/vjtUQ3+UTP8Wf7WgvGgp0zz4a2SR1ry+3M6Vu2mcnYUZsxQNn2Z/aT/Hf9gfHavu7kS/mB8JnVfLN9y3lG65gcMzvqqxThM55O/YUvxLvssvP/gQshhNg2WxQc+2//jZP/83+NYyoM0fU6RacD+ZnvGc8H3WzitFrodgun3cZptXFaLZyFNrrVKutVm26N+rTQjQZK611ZsxBPRAcPHuTQoUOHrLUHtzv2Qj05Pgv4zJz47cBrlFINa+0aUADz/hUtASLgeuCuqfiPAR8FvgvYB/wy8AfAF+/c0oUQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGE2F3unj1c8fP/ecv9bZpS9PuYfh/T62HW1ijW1jBrfcxab6q8VtVH5TWKtd64zSbJzuxAUWA6HUync27zuC5OvY5uNNDNJrpRx6lPlRuNsq2xse40qnGNBioIUErtzL6JHdX7wAd59E1v2vp3z3HQUVS+9DsM0VGICsqyiqIyD0f1EB1GqDBAh9Gkb1T1iSJUEKBH46IIHQSoKEL5/hP6O6McB2dhAWdhYdtjbVFgej2Kbpei06XodjDjchfT7YzLRbeDGZe7mF4PrN35HZq3zjSlWFmhWFkh+dzWxuharXxB+8ICzuIi7vJe3H378Zb34iwu4iwu0XnPezDd3tQgDcaQ3ncfJ37rt1h+4xvPzw6JS44tCmwcY5IEOxxikgQzHJaxOD5DnmDj4SQfTrUnMWYYY5IYOyznJ8t2e3fPzuicHoXoqFad16PyfBxV5+0oKttG5TBC16rrQBUvrwtlfHq8XP+FAKUUlzcu5/LG5bz8upcDkBQJnz3xWQ6vHB6nY4NjG8Y+3HuYh3sP83/v+78ARG7ETXtu4sDyAQ4sH+Dm5ZvZG+29oPtzoSmtcVotnFYLrt7eWJum1f1SdW/UWa3umUb1Tpm6Hcxqh6Lb5cSxBxk65Tk9USltPZkvThV43g7u3RPb4/d1+Kc/uZuj93dn4ouX1fiir7uBa5+9Z3yNUErB6HrhOJzPK0f8uVP0//Uz43r07D0sffMzUfriuF69lu/gyLvfwv9v7S8AePfSB7jpBS/kG57+Dbu8MiEuDjbLyI4eIz/yGNljo3SE7MgRbByjfA88D+V5KLfKx3V3qu7OtDFu8yd9/Xnj5vSdnst1y/OY3AOLLShWV3n0h99M/yMfGcf8667jqre/neCp12GtxQ4G4990itXO7G9Ao/uYcXn2dyCMOeu1mV6v/A3p0Ue3N1BrnGYT3W7jtNvlfVy7Vf7W017YWG+3qlgbVavJ344QO8i9QNtZAh6YEz9Z5YvAGnAX8DKl1B5r7QkApZQGPn9qnmkPWmu/eVRRSi0Dv6iUusJa+9gOrl8IIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCiEuG8n1c34fFxXOax6YpRb+PWVvDrK1R9HqYtT6mP6qvjdtMf7Ze9NcwVd2m6c7sWJ6XL2rudM5tHs/DqdfRjQa62ZyUGw10s4HTaKDrZd1pVvH19UYDHQQ7s18CgNV3v5sjP/lTUBQAOHv2cNlbfhxnzx50GKLCEB1Fk3IYli+VF7tKOQ7OwgLOwsK2x1pjML1e+fL1ThfT7YzLMy9r71ZtVTnvdLDd7s7vzDpmMMAMBuSPP76l/rrdZs9rX8vKL/8yAMd/5x00v+LlhE+/8XwuU5wDaww2STBxjI1jzDDGJlUeD1LQcYkAAQAASURBVDFxMs5NPMSeKR/GmCTBDocbcptlu727F7+iwKytwdoaxfmYXylUdR3RUYSKQnRUK68ntWhc1rUIFUblNScKqzFRFa/GjMq12mS+MEQ5zvlYudhh/X/+Z079wR9SdLvl51yroes1dK2GqpW5rtWqz3rStj6pKEJpvdu7c84CJ+C5+57Lc/c9dxx7vP84h1cOc3jlMLet3MYdJ+4gM7PnsWE+5Najt3Lr0VvHsSsbV3Jg+QA3L9/Mc5efy41LN+JpuV+D6hlt717cvXu3POb1f/oyvJPls1SsU1ylcIACKDJDlhT4oXt+FvwE0T0+5GN/fi/3fOLYTDxseHzBV13HTS+6Au3szt9xdrTPiT/4LJiy7l3ZYPEbno7SalfWs5nXHvs6Hi7u52PN2wD4zx//z1zRuIIXXfmiHd+WLQooCiyAtRuSLRvmxG01wZz4pmNOM9ectjPGrd36GGM39N9sHjsex+bxbc01dZw4/Vwb4hvathvf2LatbcyM2Sy+xW2sn8uYLc5fxovVVbLHHiM/dqwcezFTCuV5ZXJd8L2pujfTNi57Hsqb1Bm3+2fsqzwPZtr9sr8/fzuTvn7Zx3WfEPdXl5r4rs/xyBveQPbww+NY40u+hCv+6y/gNJsAKKVQ9Tq6Xse7/PJtzW+NwfT75e86ndWp33vK33mnf/8pOquYcbmD6fXOfseMGf+WvO0nctfFabXK1G6j2y2cVrusL7TRraq+UMZ01c9pt9FhePZrFuIJ6kI9tSiq26Y58Wm/BbwR+D2l1BuBAfDjwHVV+/qr+1+tq3+6yq8BHjvr1QohhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIVC+j+v7sLh4TvOYNMWsrY1TsaHcx/R6mP5svehX5bU1TK+Hzbb9SuT5soxidZVidfWcplGeh240xsmZKutGHafRnCo30M0mur6u3migfX9n9usSZa3lxO+8g5Vf+ZVxTF95Bf/yH1/Oyb13sxCs0A7ak+S1abualhPi7eK6xblTWo9fQs7V2xtrjSnPIaMXr0+9pH3mBe3dDsVqp/yb73QwnQ5mMAA775XL5+aqt/86tVtuYe0DH2D4yU9CnnPkJ3+Cp/zhH6IcZ8e390RlrcUmCTaOMXE8zs1wiE2SqTzGJvFsvn5MPMTGyZy87GOTZLd39/xQChVF6CBARSE6CMe5jkLUKA8jCHxy3yF1IXPBRAEm9DBhgAm8shz5FL5HEbgQ+CyqOkuqQbPwUEmKGQ7Lz2U4xAzjqj7AjsrxEDsYVp/jnHg1nqI4v8fFWuxgQDEYcL62pIIAHYaoWg0dhugoQtUidBiV5ShER7Wqz5x4LSrbojKuowgVRpO4J1e+cxHfeSfHfumX6f/TP+3YnCqK0LXanFTG1UysvqF9OqlaDV2vozwPpdSOrfFsXFa/jMvql/EVT/kKANIi5bMnP8ttK7dxeOUwh1cO83j/8Q3jHl17lEfXHuWv7/9rAAIn4Fl7nsWB5QMcWD7Azcs3s1xbvqD7cinLTY5V5T1LolMAAg0DU7YPeyl+6O7W8i5qyTDn0Pse4PD7H6HIzTiuXcWBl17NwVc8hSDavWNXrKUcf+cd2KS8Ijltn73ffhPav7juGc0go3hojf/Ad/Ifrv0V7o4eorAFb/7wm3nny9/J05eefs7byI8fp/d3f0f3fX/D4BOfOP/3A0I82ViLTVNsmu72SrbOccr7Idct81FyXZTvwbi+rm26rzdbZ9zub6NvtQ3/NNtx3XI9u3zvdi66f/O3PPZjP4YdDMaxvd///ex9ww+gtN6RbSitcZpNnGYTrrpyW2NtUZS/E1e//xSdLqbbGZdHv/2Y9fXV6vefs5XnFCdPUpw8ue2hyvfR7RZOq/zNy2m1cNotdLtdxtbX2y2cVll/sv9OLJ64LtSd90lgaU589C9cpwCstfcppb4FeDtwT9V2CPgV4M3AkTnzThv9ohie64KFEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhLhY9LM+3/bebyNyozI5Ve5F41johGXuhviOj6/9Mnd8XO2O6572xu2e443ro1yrnXmB8jTt++ilJVia94rTrTNpillbK1+uvLaGWetj+uvqa2sUa71xuayvzZTJsh3ZL5tlFKdOUZw6dU7zKM9DN5voRgPdqOPUG1W9jtNooNfXq7S+rC7BFzFbYzj68/+FU7//++PY4Lr9/OjXdHj8yO9tfKPtOnWvTttv0w6m0hbqnuOd5z0T55vSunwxeasFV121rbHWGEy/P3k5e7dbvYy9g6nK+eopihMnKE6cJO90ML0ept/HxjFYu2HOpde9jvrnfR4Al//sz3D/q74Wm2XEh2/j1B/8IUuv+bYd2e/dYq3FZhl2OMTECTaeyocxNonn5iaJsfPyOMbGm+dPVCoM0WG4eR6F6GBjrqMQtUlOGJK4loGT01MpPZXQs0N6+RrdpEsv7dFNu3TTslzWj47La9na/MUmVepuvj+Octgb7WVfbR/7avtYbi2zv76f5WiZfbWnj+MNr4FS6ozHx6YpJo4xw2H5XRuW3y8zHJTfj8FwthyP+lVj4mEVr8aMy2U/m6Zn9blth00SiiSBTuf8bMDz0GGIjqLy+xHV0FFUfieiWtlWi1BhNBWP0GFUxqfL4Wj8aL4I5ftb+qwuNdmjj7LytrfR+cv3zD2Hnws7HFIMhxQnTuzcpI6DrtXmp3qt/Bxr9bltOorQtRpqHK+P48pxznpJvuNzYPkAB5YP8G2U17Sj/aPcdvw2Dh87zG3Hb+P247eTmtm/s6RIOHTsEIeOHRrHrqhfwYHlA9y8fDMHlg/wjKVnyL3ZJnKTU2gDQKzKY+srxYDyezzsZbSXd215FyVTGO74yBH+5T33MezNPvfdcHAfX/iq62ntjXZpdSWbG078/mcpTpb3PMrX7Pn2Z+G0gl1d1zzxvatgISTg54o38+/rP8+R/hH6WZ8feP8P8If/9g/ZV9u37Xnz48fp/d3f0X3v+xh84hNgzM4vXogLxF1exr3icrwrrijT5WWuazVsnmOzFJtlkOflM9U4TdXXt+Vlzjb6lv3XbyPb8XufC6IosEXBJbVyz0O5LsrzJmmzuu9V/U/T15utM90+Pc7fOJYNc23cDo4D1rLya7/Gid/8rfFuqFqNK/7Lz9P68i/fxYM5SzkOzsICzsLCtsfaLKPo9ShWO7O//3Q65W9A43J3Q/1cfpuwaUqxcpxi5fi2x6ooKn/vardxWi10lTvtNk67hW61cFptnIWqvdUqj0+ziXLds16zEOfbhfp23g7MO4PdBDxkrR3/CmatfbdS6s+BG4HUWnuvUuo3gYettQ9dkNUKIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCHER6Wd97j519wXZlqtcPMfD0x6+4+Nrf6a+WdzXk7ZxXPtlWzXuTHOcbm5HO2jfRy8twdLSOe2jSRLM2hpmbY1ibQ3TW8P0q3qvzE1/qm3Ut9/H9HrjceT5jhxzm2UUJ09SnDx5TvMo30c3GuhmA6feKMuNBk6zgV5fb4xidZxmc9JWr6N8f0f260xsmvLYj/4Y3b/+63Hsvuvr/PRXH2cYqC3N0c/69LM+j/Uf29a2a26NdtAuk9+elM9Q950Lc2zE+aW0xmk2cZpN4MptjbXWYvp9TGfygnan3SJ85jPHfYIbbmDP67+X47/26wAc+9VfpfmlL8W7cnvb2spayLLynDYcYtfncYyJ43V5go2Hm+fDGJPE2Jk8wQ6HYO2Orv9ioYIAFYboMESFATqMxnkZCzfmUYgK1ucBOtp8jAoClJp/bkuLlG7apZt26aU9ukmZ99JeFTsx097r9eiemPQpbHGBj1qpsAVHB0c5Ojh62n6RG7Gvto/laJl9tX2Tcn0f+6KqXlsm8AMc38dptc7Lem2el9/14QATx5jBsPrel8kOR+UYMxyU3//hEBMPsYNhOWY6Pj0mjsu/k/MtyzBZhun1zs/8Wpff2Vpt8n2uReXfQxShohAd1dBhiK5FqCo+U45CVDQqV/Ha5G9DaX1+1j5HfuoUJ377dzj1B3+AzbKZ/Wy/6mtovfKV5TmzP8AMRqmPGQzKz3Ymvi4Nh9jB4PwsvCjKe84d/pzL81eErtUmqV4rP+9arfxs17VN11UUoWv1cXy51ubLrvkyXnbtywDIiow7T97Jbcdv4/CxwxxeOTz3Hu2x/mM81n+M9z7wXgB87XPTnps4sHyAA/sOcPPem9lf37+j+36pyk2OVeU5PtYJANO3yYNuuhvLumg9ePsJPvKn93DqSH8mvu8pLV706hu4/IaF3VnYFGstp959N+mD3TKgYOkbn4F/RWN3F7aJ+K5T4/KVT7uOtz//7bzmva9hLVvj6OAob3j/G/jdl/8uNa922nmstRTHj9P7+7+n+973MfjEJ8CY+Z1dF5RCASi1IW03jgLFDsWVgp2aa1vboNrHqZjWp+2/3ThKzWnbLL6FbWx5rqn4nLbtxufPtcVtrBuzIa7VeB7daOBdcQXuZZehL9BvKGfLFgU2y8qU59i0LJNnk/iobbqeTdWrvsyZZ8PYdfOS5ZtvZ902R/Nfkkb7cSGeCXaCUuX5dup4e9dcw1W//muEN964iwvbWcrzcJeWcM/it2STpuVvP+Pff8qyqX4LKmOrmHG57Gc6nXP6HtvhkHw4JD96+ufseXS9jm63cNoLOK0WTqtV1ds4rTZOVdat1my92bygz2niycndiUmUUlcB/xF4ZRW6Xyl1nbX2gar+l8B3KqX+LfAq4GuACPCAP50z5TXAzwJfppTyq36/vRNrFUIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBDiUjPML9xLmnObk+c5Qy6uF0NrpfG1j+d4eNrDd3x87eM7Pp728ByvbB+1OT6udsd9xv2q9ul+3h4Pb9nDd0I83dx07qDKfcfHVS5uYdFrQ2y/T7HWx6ytYdZ6FGtrmHn1Xo+iP9XW61H0+5DnO3KMbJpSnDxJcfIk5/JachUE6EYD3ajjNJpVuYHTqKPH9TpOo1HVq3KzaquXdeV5m26jWOvz6Bt/kP5HPzaO/fMzFG/7qpjcVQBc376elz3lZfTSHp2kU6a0My530y7GmrPax0E+YJAPONI/sq1xkRvRDtq0/XaZB21afouFYGFcb/ttWsFsLHCCs1qnuPgopXAaDZxGA+/KKzftt/d1r6P3vveR3H0PdjDgyE/+FHu/7/WYYYyJh9g42UIeY+O4zIdDTJJsyCmKC7j3F47yPFQUoYNgNg9DVBigw+iMuQ4DVBihoxAVhLN5GJZzBcGOvEy+MAVr2RqrSZdu1qWXrtJNuvS6PXrHe3TTLt20Sy/tjfPpclIkO3DUzl7Ta9L0m9T9Op72cJSDVnomV0rhKAdjDcfj46wMVlhNVrc0/zAf8mD3QR7sPnjafgvBAsu1ZfbV9rEv2lfmtX0sR8vsq5expXAJRztntZ/KdXEaLjTqZzX+TKwx2CTBDIfl3+hwWP7NDwdVPS7b4iFmMCz/1ufFh1XbYIiJ45n5MGd33dsyYzCDAQwGnK+zy+hvWUdRWR79bdei8m83ilBRiI5q68rVmDBC16ox0/FqLuU4mDjm5O//Pid+5x2YXm9m+40v+RKW3/TvCW+88Zz3xRpTfjaDwbo0HeuPy3ZD28ZkBwNsdi53cqdZbxxTxDHFqVM7N6nW6Fr5WelajXq9xgtrNf5NrYau3UTqP5sTqs9Rs8ojxQkeyo+x5ubEHsQ+xL4i8RKOrXyS99z7Sf7EL+P7mpdzYPkAN++9mQP7DvDMpWfiO/7OrfsSkZsco8pnhUSnAARTl61hL92NZV10Tjy6xkfffQ8P3XFyJt5YCvjCV13P0w7uR2m1S6ub1fvgwww+eWxcb7/iOqKb9lyQbVtrIc8xSYpN4vKalSTYKq0vmzim+57PYfpDbJHh1JZoHYbfOHmQj97/QdzM4hWf4cPv/HJuajwNm6blvWuaYJNROR3PibXzF6YUtYMHuet5e3n7wq0M2gGLwSILwQKL4SKLYVleCpcmsWCRhXCBhWABV7sX5PgJcalSjoNyHAjD3V7KlozOVTbLsKN8VE6zcZ08m23LpurZuno+PW52ng1jp/tumGd+fad+17ugrIWpe876i17Elb/8Szjt9i4u6uKifR+9vIy7vLytcdba8r6706HodDHdzrhcdLsU3Q5mfX21U5W75/Q7j+n3Mf0++WPb+70TpdDNJk67jdNq4bRb6FZ7Xb2F017AabeqWBvdbqPrdZS6OO6zxMVtp+7Yvhv4NqAzFXuFUuoOa+2Hgb8EPgb8H2AN+B3g3wLPBF6ulLrKWvuIUsoD3gZ8A9Cv+n81kALfrpR6u7X2szu0ZiGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghLgmX1y/nT7/qTxnmQwb5gGE+HKc4jzfU0yIlMxlpkZKalKzIZutVeRw36XjMxcpYQ1zExEW820uZoVD4jo+nvXHuaQ+/4eO3p+rjPnvx9RV4ThXXHmHhEKWWaGgJU4MfF4SxwR/m+HGBO8xw4xR3kOIMEpxhgu7HqEEM/SEMBrA2OKcXMU+zSUKRJBQnTnAu3wgVhuhGA6deRzca6GYT3ajj1BvEn/0syec+N+77N7co/tfLNFYrfO3z+gOv5zue9R14jrfp/MYa1rI1OklnNqWb17tpl07SobBnd6xGf2eP9x/f1rjQCWkFLRaCBdpBm7bfph20J7Gq3g7atPxJv9ANz2qdYvcp3+eyn/kZHvzmbwFr6X/kI/Q/8pHdXta58Tx0EKCiEB2E6ChEhVEVi9BhUNZn8hAdhvPzKEIFATqamiMoxyjHuaC7Zq1lkA/opT06SYde2qOX9uim3ZnyqL4+3s/6F3S964VOSMtv0fSbNP0mraAqe2V51DbTpyo3vAaOPrvjnRQJK4MVjg2OcWx4jGP9Y6wMVzg6ODqJD45t+dq9mqyymqxy96m7N+3jKIc90R721/azHC2zr7ZvnJZry2W8tkzTa6KUOqv9OltK6/J7HEXnZX5rLTbLsIMBJo4xgyFmOMCOyvEQOxxihvFp4kPscDBVHmKGw3K+4RCy838vaIdDiuGQ4tSp8zK/8n1QCpskM/HwwM3sf/ObqT3/+Tu3La1R9Tq6Xt+xOQFsmpafy2AwSf0BZjip2/Vtg8HGMYN+2bdftmHtjq4TAGMwa2uYtbVNuzSqdP02pk2dR4j9R4j9v+KoBw/5CqfeIGou0GzvY3HxchqtvehahK7VULUaepzqVR5NxWqoKLrg54VzlRUZhSrvW2OVAhAoBZSf5bCX7tbSLgqDbsq/vOc+7vinx2a+3l7gcPAV13LgpVfj+hf2nuJ0Bret0P3bB8f16OZFgqc5pA8+iEkSbJU2lOMEm25SThJMupVyio1jMOas159+tsxD4KUzLScYcGJ7kylF7eBBmi9/Oc0vfxmfMg/y5r/5biwW+mzreavlt1gMF1kIFlgMF1kMFlkIF1gKllgIF1gMFmfiDa9xyZ0LhHgyUUqB56G8zX8PuthYYyDPy3v1UZqu5zk2nW6blFnfN1s/TzZTZ3qu020zSyHLN2nLxtcDXaux+G3fxvIbf/CCP4c/USmlxs+F3mWXbWustRbT72M6HYpul6LTpeh0KLodTLdLsVrFux3MuK1L0e1iut2zv9+3FlPNse0nQsfBaTZx2m10u43TapVpoY1utXBabZx2G6fdKuvtqt5qXZL35+LsuTs0z3+q8vZU7DeADwMvsdYapdTbgf8NeMD/C3wM+D7gPcB/AN5I+UT1JcAS5fPqFwO/CfwqcDvw08A37NCahRBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYS4JPiOz9OXnn7et2OtJTc5qUlJi5TMZKRFSmpSsiLbUN9OfDTfuH3UVqQz2xz3q9pHueUsXxR8nlksSZGQFAnbfxPxaSigVqWtLQQ/d4gSqFWpmTk0c5dGqmmkmnqqqKWKWqKoJZZwlOKCIC7w4wIvztFmZ461jWOKOKY4fvy0/d71bzTvfqECpfiCy7+An3zBT3JN65ozzq+VpuW3aPktrm5eveV1GWvoZ306SYdO2inz6bQ+VtW7SZfc5lvezrS4iIkHMccGx7Y1LnAC2n6bVtBiIVigHbTLVMXaQbuM++1xW8tvEbnyouqLQe15z2PxW7+VU7//++dvI46DDkNUGJZ5FKKDzXMdhajN8jBCh8HmubtTr8Q+P5IioZf26KZdukmXXtob16fLo/p0vJf2KGyxa2t3lUsraNH0mzS95qRcpdG5blSejjf9Jr7j78q6AyfgquZVXNW8atM+1lrWsjWODY6N08pwhaP9o6wMV8ax48PjW/oMCluMx5xO5EYsR8ss15bZV9vHvmhfmVdpFA+cYNv7vVuUUijfB9/HOU/bsFmGiWPMcIgdDjFVssNhGR8MsfEQM6jqwwF2GFf9psrxEDvuM5nLJsl5WvnUPqTpTN2/9lqWf+iHaH75yy6Za6PyfRzfx2m3d2xOay02jjGDwST1R+V++RltiFdpOMQM+pjBALuuff3x3il+Af4QWsPxHgC9Kj1MCpzc7qRKoaMIVa+hazV0VOXrU72GiqKpWH2mrRw7aVf++TkHW2spKMrnAiBT5X1oMPU1HvR28gHk0pFnBYff/zC3vu9Bsnhy7VAKnvmiK/iCr3oqtdbpPxdrDDZNsUmCiRNsmswpx9gkxaablJMEk0yXy3E2STBpgo0nZeUtE9z8Pajqmp2vfJZjP/s2jv3M7t1/XGjK9wlvfg6tl7+C5pe/DG/fPgC6aZcf/8sfP+tn/tH93YM8uKX+rnZZDBZZCBdYDBZZDBdZCBZYDBdn6kvh0ji+W/da4tJ0ZO0IP/vPP8vx4XHqXn2cGl6Dul+n7tZp+I1xrObVaHiNmXLNq6GV3u1dEVuktAbfP2/3BOeDLQpsnqO0Rnnebi9HVJRSOI0GTqOBd+WV2xprjcH0ehTdLkWnS9FZxYzK3Xn1DqbToeh2MWtrZ7/ooqBYXaVYXd3+WM/DabVw2m2cVgvdHpXbVbyFHtWrNl3118H2nuVtlo2fb909ey7637ieiHbkiFtrx49DSqnXAu8ArrPWPjDV7aXAY9bamb8ipdR7gK8G3mitzZVS95RT2meu6/ePwFcqpdxqXqWUqimlfgH4BuBK4FHgLcA/7MR+CSGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQkxTSt0IfBnwYuAaYC8wBI4BnwI+CHzAWhvv1hqFOBdKKTzHw3M86l59t5czZq0ltzlZkZGZjLRIx3lq0pn4qJ6alLRIyU0+jk+Py8zUmHX1rcw9ihe22O3DU1KK1IPUg05jFDRAur15rCbIIEohSqCWQC2x6+oQpXZcjxKoVfUonfTR9vSbMgre8XLN+5+rWQwW+ZHn/whf+dSvRCl1+oHnSCtN02/S9JtcxVVbHmetpZ/16aQdOkmV0g6duLMh1k26rCar43pu8rNaa1IkHBse49jw2LbG+dqnHbRpB21afot20GYhWNg85pfxyI3O+/F/stn3Q2/CDPokn70TFYboMNxCHqCjaFw/bV/P2+1d3DG5yVlL1+ilPbpZl27SpZf2ynraHeej8nS8l/ZIimRX19/0yvNKK2iV5xhvUm75k3xUno4/kf/2lFLj/b1+4fpN+xWm4FRyimODYzNpZbjC0cFRVgYrHBscYzVZ3dJ2h/mQh3oP8VDvodP2awdt9tX2sS/ax3JteVzeV5ukpXAJRzvb2e1LlvI8HM/DaTbPy/zWGOxwiBkOMXGMGQywcYwZDDHxsGqLMcOp+HCIjYdVn6ptGM+Jl+Ox5Q2Iu7zM3u//PhZe/eon1LnybCmlUFGEjiLYs2fH5rV5Xn6egwGmPyjzQb/8bAeDsm0cX5eGA+wmbRizY2ucLNaWcw8G7OgdvOeha7VJiqLZer3M1bh9Y9soqShC1+roWkS+bpW5KuuBnlwvhr1t3utfZKy12CzDJgk2STBxgk1H5RibpNh0UjZJwgMPw6fubzJI3Zm59nkneJZ7B61/PsHxD1djkwRTzb2+bNMLd+xUtETti78N5fgAmN7jDP/lt2E3niW1Lu8jgwAVBKjARwfh3HL60BDTt6A9opv24z9laaYPvscf3PcnfOLUYVIXclfxgy94M8+/5ovK+cMQ5fuTbTnzr6Vv/ee3cqR/BCivy7/9st/GWsup+BSnklOcik+xmqyW9ap8Mj45ft6ynOHBc53c5KwMV1gZrmx5TN2rsxAssBgsshiWaSFYKMvBIgvhAkvh0rhPK2ihld7WusQTwzAf8sYPvpE7T955znPVvTp1t07dr9PwGmW9StP1hteg7pd9G/7GfoETPGGfNcTZU46z6Xl5JCsyfvPwb/KhRz6ERhO4AaETEjgBoVvm47RJ2/p+o3rohDNjnizPW+eT0hqn3cZpt+Hq7Y21eU7R62E6HYpul6LToeh0KbqdMtbplvFuB7Na9amSHQzOftFZRnHiBMWJE9seqoKg2t8WutXGaTaxRVE+Y1TPkePnlOEQsmw89vq//zv8q7b+m7DYGe6Zu+yYZwGfmRO/HXiNUqphrV0DCub/60kCRMD1wF1KKRf4G+Am4GeBTwMvAH4CWAJ+eMf3QAghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEE9KSqlvBL4feOEoNKfblwI/BKwqpX4X+DVr7QMXZIFCPMEppfCUh6e93V7KBoUpSE1KWqRkJiMrMlKTjvMNcZORFlPxdfXR2HH8DHPnJh/3G43Jiozc5me3Q0qR+JD4sNoYB7c/j7UEGdQSiFKIEqgldlwPU7j7CsW9VyhedcOr+KGDP8RCuHB2a75AlFI0/AYNv8GVjSu3PM5ayzAf0kk6rCardNIOnaRM3bTLajwnlqzSSTpkJjvzBuZITcrKcIWV4cq2xnnaox20aftt2kGbVtCi7bdZCBbK+CaxmltDqbP4njwJ6Cjiire+dbeXcUFYaxnkA7pJl27apZf2xvl0uZt258b7WX9X1x+5EU2vSSto0fSbNP0mLX+2PKpPx5t+k4bXwNHOrq7/Uudoh73RXvZGe7lpz02b9kuKhJVBeX47OjhalgdVebjCscExjg2OMcyHW9ru6Nx796m7N1+bctgT7WFftI99tX0s15bZX9vPcm15JtbyW3IuPAOlNapeR9fr52V+ay02STDDIU67jdL6vGxHTCjXxWk2cZrNHZtz+nM0/QFm0Gd19XHuO3I7Dzx+F4+t3Mexkw/hxBlhCmFmyzyFMCvzoIrVc4d65uCnBic9y/vjM8kyTKeD6XR2dFoVhfyOyumHcGRJse/qIbTBnzrNDHvpjmzLZhkmSbFpgo1jTJJg03RSTlJsss1yHGPSOeUkqfqUCWu3tMZO6zruvv5r6bafOhOv9Y/wtHv/D0sn70ABvR05IjvIDYhe8AZ02AbApmsMPv7rKMegam10EKCCABX46CDcXjkMUf4m5SBA+dPlAB0GKNfd0rJNWvDYz3wM8vLz2f+jn4+7EGzo99r8FXzsb7+bT6/cBsAPH/0N/r/Pez7P2nPjlrbzV/f9FX99/1+P6z/1hT/Fs/Y8a0tjoXwe76QdVuNVTiWnOBWf4lRyan69Km/1HmFaP+vTz/o8uvbolvprpVkIFsZpKVxiIVxgMVhkMVxkIVhgMSzLi0FZr3m1ba9LXFystfzsx36WO0/euSPzjb53bP8rO8NVLjWvRsNrUPfrNLzGuD5drnv1cV736jT8qXLV72L8XU6cH4NswJs+9CY++thHL8j2XOUSuAGBExA6IYFb5U4wLvuOv2lb4ASE7lSfqh44wYbyqK6VPCuMKNfFXVyExcVtj7VpStHtlmm1Q9HtYLpdik6XolPVx+XuTN2mZ38va5OE/Ngx8mPHtj3WDAZnvV1x9rZ2F7ozloAH5sRPVvkisAbcBbxMKbXHWnsCQCmlgc+fmgfgm4AXAV9srf2HKvb+6gegn1JK/YK1dvvfRCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQoiKUupLgP8GHABWgXcCHwH+FXic8r2MEbAHeAbwAuDLgTcB36+UehvwVmtt94IvXghxQTjaIdIRkRvt9lJmGGvITEZapKRFSmYysiIjNelMPDUpucln+qWmLI/jJh2PXT/XhrnnxAcmZXVUN9l4jU9ffDr/6/P/I8+/7Pm7eKTOP6UUNa9GzatxeePyLY+z1jLMh3TTLp2kw2qySifp0Ek7dJIO3aRLJ+2wGq/OxFaTVVJzdi+qzkzG8eFxjg+Pb2ucq1xaQYt20GYhWKDtt8f1tl/Fgo2xuleneiexuEgkRUIv7dFNunTTblmu8ulyN+3OjRtrdm3to+9h02/S8st8XnlUXx/3HG/X1i62LnACrmpexVXNqzbtY61lLVtjZbDC0cFRVoYrHBsc49jgGCuDqjw8xvHBcXKbn3GbhS3G4zmxeb/QCVmuLbOvto990T721faxXFtmf23/OL4cLRO64dnsutgCpRQqDNGhHONL2cznuLgIwGXcyGW8mC+q+uQm557Ve7ht5TYOrxzmH1cO82D3wU1mLK9Nyjg0cpeb6tdzc/1Gnlm7jqcFV7PH1rDDIaY/wAwGmOEQM+iX5cEAOxisaxtMUr8PRXFejoMdxiwACwO48qTFs314DgR6cu/UueM+Hvvxd+PtvwybpZgkwSYpNo4x6VbKKTZJzts+7IRhuId7n/rvOLbv82biXtrjugf+iiuOfAR9lvcfyvdRQYAKA7QfbK8cBCh/87IOA/B8eh9eI30oKTeoFXu/9/lc9csfuujvgZP7O5BbANx9NdyFYG6/0A1525e8jW/562/h0bVHGeZD3vD+N/CHr/zDMz77HFk7wlv/+a3j+tfc8DW87NqXbWudjnZYCpdYCpe2PCbOY1aTVU7FpziVnOJUfGpSr2LT9dVklcJu72/EWMPJ+CQn45NbHhM6IQvhAovBIovhIgvBAovh4tz6QrjAQrCAq91trUucX3981x/znvveM67/+1v+Pc/Z+xz6WZ+1bI1+1h+n6fpatkY/LfNBNijzfLBj68ptPn5+o39ucwVOQN2r0/Aa1L36pOzXqbt16v6ctvX9/QaRG6GV3pkdFDvuZHySH/j7H+AzJz5zwbaZ25w8y+ln5/gl3QZPe4ROSOAGBE4wU15fH5VDJxy3z9SnyqE71Wdd/WK//p8N5fu4e/fi7t277bEmjik6XUy3Q9HpUHS7FJ0uRWcVMyp3q/q4XPYjP/Oz/AzHQUcROoou6nvfJzJlrd3ZCZV6LfAO4Dpr7QNT8buBT1hrv2ld/9cBvwNcY619WCn1VOAO4P3AG4EB8OPA6wEHeIG19uNKqT8AXgjcsG4JzwP+Bfhqa+1f7ujOCSGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQ4klFKWWAQ8AvAH9hrU23OO5plO9ifD3wX6y1P3v+VnlpUErdesstt9xy66237vZShBC7yFpLZjJyk1Pzaru9nCesYT6kk3ToJB26aZdO0mE1WS1jaYduMhVLq35Jl7iIL+g6HeXQDtq0/BbtoM1CsDBTH8f8stwKynjTaz4hX06+E3KTs5au0Ut7dNMu3bQ7LvfS3unjSZfUbOlW57xQKBp+g5bfouk3x/m88rw+kRvJ90Jsi7GGk/FJjg2OsTJY4ejgKCvDFY4Njo1jxwbHOJWc2tHttvwW+2r7xmk5WmZ/bT/LtUm+J9yDo50d3a4QT3Sn4lN8+vin+dSxT3Hb8dv49MqnGeSDM47bE+7h5uWbObB8gAPLB3jW3mcRudGWtmmtxWYZpt/HDoeYwWA29afKwwF2XnwwwKwbawcb1+095cWEz/1WYmP5m25extIe/+ajP7q9A3Wx8Ty076OCABUGaD9ABQF52OS++udxv3cTRk3OhxrDDa3HuWn5BH7dQwcByq/Gri9XaW7Z91Fan9ddW33Pvax95LFxffHVN1L/vP3ndZs7ZXrtjRddycJXPvW0/e/r3Me3/vW30kt7ADxt8Wn83st/j4bfmNu/MAWv/dvX8omjnwDgqsZV/Om/+1PqXn0H92JnWGvppl1Wk1VOxac4FZ8qy8kpVuNVTsYnx/VTcRnrZb0LsraW32IxXGQhWGAxXGQxWGQhXGApWGIhXGAxWJyJN7yG3C+fJ5869im+833fSW7L8/PX3PA1/MwX/cxZH+/CFAzyAf2sTz/rs5atTcrppDxqW8vWGGSDcb+1dI1BPmAtXdvVZ7zNKBQ1r0bdq9PwGtS9+oZy3avT8BvU3Tp1f/N+gRPI93oHPbb2GN/7d9/LA90HxrHvvfl7eek1LyUpkjLlCXERkxQJcR6P43Eekxbphra4iEnyZDJ+zjiL3b2dvoACJyBwAkInxHd8QjecxKpy6IQEbjCOz2sLnWqcO5lvVJ/u42nvCfn3Ya3FDgYU3S5Fp0PR6WJ6XXB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      "text/plain": [
       "<Figure size 1152x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 603,
       "width": 4589
      },
      "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": "2021-10-14T12:27:24.786743Z",
     "iopub.status.busy": "2021-10-14T12:27:24.780624Z",
     "iopub.status.idle": "2021-10-14T12:27:27.505550Z",
     "shell.execute_reply": "2021-10-14T12:27:27.506027Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Firstcal Delays With Arbitrary Offset')"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1152x1459.46 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 1574,
       "width": 4589
      },
      "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": "2021-10-14T12:27:27.510548Z",
     "iopub.status.busy": "2021-10-14T12:27:27.509933Z",
     "iopub.status.idle": "2021-10-14T12:27:27.512399Z",
     "shell.execute_reply": "2021-10-14T12:27:27.512918Z"
    },
    "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": "2021-10-14T12:27:27.528305Z",
     "iopub.status.busy": "2021-10-14T12:27:27.519023Z",
     "iopub.status.idle": "2021-10-14T12:27:28.179271Z",
     "shell.execute_reply": "2021-10-14T12:27:28.179794Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "You are modifying the state of a globally registered colormap. In future versions, 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 = copy.copy(mpl.cm.get_cmap(\"viridis\"))\n",
      "You are modifying the state of a globally registered colormap. In future versions, 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 = copy.copy(mpl.cm.get_cmap(\"viridis\"))\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": "2021-10-14T12:27:28.188649Z",
     "iopub.status.busy": "2021-10-14T12:27:28.187689Z",
     "iopub.status.idle": "2021-10-14T12:27:30.600423Z",
     "shell.execute_reply": "2021-10-14T12:27:30.599924Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Mean of empty slice\n"
     ]
    },
    {
     "data": {
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KntyLgs0V4XprSFpT0jYKhrW5pT7Kn6PVzMxqk/BgZpcp6NJWqvxerqJg+J4/mdm/wm7bC22OgrHFo4vb5GNUVk+JmFl3BT2TbB6+tEzBONe9w2mYme2ZqQtZM7tQwROdMUkLFfz2t5b0PzPr4e7XZVOWujKz4xUkYkTn0nkKnlzaVdKuZna/pGEFSlbpoGDc780VvIcxBefigyTtYmZbpXp6qISP9YVyiCST9I275zXR0YKhIaMu1KcmzY6O0etKmpzw+npJ86VgeLGNJY1w99+UB7U4R0bnohYKhv2KqfL8E83PZHm4fsdwn4uVxTEhDKyMVvAbWhCuu4mC7q7XV3COSF6nPtqieWVBd+KPKrh+XqCgzb2Ngqd2D1bwBO8LkgYpGAfeFRznj5e0pZn9wd2Xp9hurdrzAICV1poKbgj1lLREwflmdUnHStrZgqGP5qZZt1Ztzxz8UcEw220VnCtNwVCgl0ra08x2iYYtTpTvayUza6dguNXICgXn5u6SdpO0m5nd5u4nZNhMKwW9AWwVrp/teThTDKi5gphBqjJvJ+mphPnLFVwr9w+nw8P3b0rSes0UtE+Ghi+VK2ir7C1pdzM7KMty10a6OM9WCtpEUV0WKmifbhlOh5vZru4+K4d93aCqw+vOC/e5WTgdamaDMj2AY2ZnKLipG33HaorzZNs2vlPSxZIGmtnG7j4pzfaODv/e4+4lPVS3mZ2q4AZ99F61VtAL0x/MbBt3Pzlp+Y4KhjfeMHwpiqX1UBD7Gajg+3xufZQ/R13MrJW7l+W6YpFjCYnmK/iuRnHm3xW834nza2RmbSQ9oaD8UuWxr5eCeP7hZnawuz+VYRvDlOO1YSEUKN6crWaSnpW0u4L3cJmC6/O9JA0JY9LVejQLrynvlxQlG81TcPy/LixzbcsaXXO/nipxpg7WTvj35DTLfKvK89LOCoZ3j0wL/3Y1s7WTyxae3zYJ/zshabuzFcRl1pX0ZcLrqWI1/5S0qqQ9a/M7T6UWv/1FCn6jrRWcu1YoiM9GqsUJkmR73yG5nDnHXS3ofe9xBZ+XFJwHFio4lv9F0oFmdmo4fF9JMLMRCoYSdAXvdQcF5d/OzHZR0FvT65I2UvA7aqKgPX22gt/Y3mm2e6WqPrC3UMHnPCSc9g3v0ZX0OR2NjLszMTE1sEnBxXp0kjpP0irh680l7aKgIeWSbk2x7rXhvKkKbpK1C19vp+Cmw/xw/iG1KNeb4brzFDQ09pbUJJy3o4LMaZf0uaTmSeuuF9Ynerq8T/h6y7Bc0c2R0Sn2e3c4b2SKebcruNG2nqQWCdvcR8EJ3SXdlGK9YapstMQkXSSpUzivQ8J7Hi33Zg7v0wnhOiskbZ/wenNJY8N5bylosEdl7qHK4MNiSeslbXO7sJwu6T5Jq4avd1KQgR59Lq6gUZnP7+O0dO9/OH+3cL4raEA3ys9bld//tO+vpC/CZU5JM39nVf622+fwGQxKeI975bDeyHCduzN8roPSvFfR9+lfkjqG81ZTcAHq4fu4XdK6d4bzvgm/39HxoaWChvU/JP0pn9/PPHy/j0p4by+X1DLH9Q9OWP8GSd3C17tKuj5h3mE5fAZpP7eaficKgjEuyWsod6bf2QvhvDmS/iypafj6FgqeoHEF49B3S/Pdmavgov6ChN9ZDwUBF1dwYdolx/c52nbGeiWt80cFgS4P971m+Ho7Sf+nymPqBSnWzfh7y/Q+q/JYMVfBuXg3BUGbJuHv4sdw/pgU69brsT6hnrvXYt2onv+qYxmeCbdzp4KbOzdJ+kFBYGyGgpsYf8xhexZuZy8FASVXEBDpkbRcdK4eL2n18LV9w+/uYlUe99YI1/9Y4TEtD+97Xc6Rg8J502q577uV4ZyetI/F4edwQ/T+hd/F6NgWk9Q/xfrXqkBt0TR1ebM2dVbC7zj8XY1OqGd3SU+G835SEECaEX6vmobTvuF3wxUkeyXvd6hq2Z5nYmJiYlq5JlVeF8xVMATpNuHrzcLzzdxw/r9TrPumatn2zLJsiefKsZI2Dl9voaCNHiUe3ZZi3UJcK7WR9Fy47dVVec3ZSdJJCq75XdKfU2wzahMsDN+vg1QZV+ipMI6Vru1Qw/v0YLjOj0q4Tgq3G31+tytIgmqioM3aX5XXXl8ovO5KWPf8cF6FpDMltQlfXydcb17Ce9grx881+t7cnWZ+n4Rtjwhf66zgAR1XcF24Zfh6U0kHKrh+dEmvpNjeyHT7k3RFWNcNJbUKX2uuIM4YxdCeS7HeIFVeX5YruI6I2nKtVHn9Fy03LcN3Iu1nrWAoGZd0TZr566uybbxeuu2kWK9Xwns8KIf1hinHuJWqtu+XS7on4b3qrMp4pEv6a9K6F4Wvz1LQFm6W8BltIOkcScflemwp5CRpp4T63K0c4m/h+nWJJaT7DNJ+bln+Tmr8rdew/i3hvDIF18Itw9d7S3oj4fvRO8N3J+drwxre52jbWR/DVLdr6Wmq4feWrjyqPFbMVZBQ8hdVnj82kTQpnD82TZmXhvNfkrRu+HobSacrOH7NU47nnXAb0X4vCvdzr4Lr1mUK4ir35Pq5hNvdKuG9GJhmmRaq/J3cmzSvbVgOVxBz2UqV5+t1FDyw62H5Wyate0U474XwO9ZE0nBVnmMtXG7z8L17LNf6Fei3P0w1/MZr2PebqiHWpzrGXRUk9bmkTyXtKal1wm/5vPB7UyFp2zq+j1Fdqh2Lsqmzqh93/plQz14KkkxdQRvhMQWxle0UtK1aSDpGwX05V3ivKmn7p6ryvDY8YdutFMTBo7bOefn6bjExZTMVvQBMTEy5TQouhKeFJ4390iyzjoLG6wpJqyW8vkF40p2rsHGYYt2/hNv+vBZli06yMSUkqiTM7xOeZF1JARkF47m6guztNinWPT5h2+snzbtbtWvUrhu+R4uT95nQAHJJl2fYRrTcm1nuc3sFF8euoKvLxHnHJjQ2UiYNSBoVLnNj0uuvha+/rrDhmjR/dEJ9huX5Oxl9H1O+/wputkafXffG+nkru4b138NlPkkz/3/KokGbYr1BCeX/TUEyRaqpQ9J6I9PtTzUn9Lik21OsZ+H30CW9mjTvy/D1g/L5HSzkpKCxPjmhznMVXAycrSAIVO37m/RefBOu92ANn/k0JSUDZPgM0n5uCcuk/J2ojgk9Co5h0XtRLclDwQViFKi9NMN35/w07/WscP4ROX5OidtO9/2fkrROdNx8V0nB8XD+5eH8hSl+O9G+eqUpT9r3WZXHiiVKOr6F8w9QZSCtRZoy18uxPtNnncW6UT3rmtAT/f5Gq/Kiebkqb3xE54rTatjOBQnLJ07fS9o6xfKtVRn8clUGBV3SuQnLPaKgbbVlXd/vhG3W5Rw5KJw3rZb7vls1nGNV9ZxT7TwQLhMl912U9HpB26Jp6vJmbeqsqjdRXk+xXltVJh+5pB1TLHNhqvVVh/Y8ExMTE9PKNyWcM36V1DXF/DOidk2KeVGbLOe2Z5Zli86DM5X65tCwcH6FpJ4JrxfkWimL8h4ervdGinlRm8Al7ZphGzW2l5KWPzfhMxiYNC96IOa/adZtIWliuMyBCa8ntkOqlUPBzesvEurTK8f3Kfre3J1mfmKCx8DwtajdM1fhgwdJ6+yasM7gpHkjM+0vQzm7qPIacp2keYMS9ve/DNuIlptWm89a0n7hMrOU9PBiOD+6rnwzx7r1Sij/HKW/zu2ftN6wdPtTzTdHXdLLSn2tGb0X3yTOV2VC0zm51K/YU8J7EV3rPRt+h3dXePM2w7p1iSWk+wzSfm7Z/E6UxW893foKEgujJIUTUqzXRsG1qat6Ykbidyena8MsPqPEbWcV61TdrqWnqYbzSrr3WVXPH9ulWG9gwvyeSfOiMk9WmLSYND8xljEyx/cwSmC6TpUPm5SpasLnMqVIcq1huz0S1j88zTKbJCzzaor5A1WZVByVI4q7zFPw0EzHFOutosrYUIUqE4dd4UNBCtoYH4bbWzuXutVQ77r89oepFueChPXfVA2xPtUh7qrKh4ynKs1Dlgpi4S7p2Tq+j1Fd7q5NnVX12HBXivXWVmVy1XKlbv9Gv7s7k17vFH5+KyRtlaZcfwi3P0e1aDszMdV2KtqYrQBqbZCChvY0d38i1QLuPlVBo6VZuHzkCAVZy0+6e/I4o5HHFTSg+luaMdiz8I67v5OiXFMUJHdIwdM5kuLDDEXd517rqYcVGK2gS19LXLcuwvfgCwUXJpulWaxClWO+1omZra0gEaC5gqetb05a5Mjw703uvizNZv4X/t0lYbtdFCQWSNKV7u4p1ru8dqWuHTNrYWYbmtloVX62D7n7byvL553GvQoakpuZ2eaJM8JuivcL/1uX4ba6KbiwSjXl+7xf7XsVfv+uCP87OPx+RhaEf2t7bKl3HnTJOljBU55S0LDfX0FvKK9LmmdmTyeOzZtgMwVP40nSZWl2cUn4t6eCJ1JKXfR7HOfuLybPdPeZqhwy7S9ptlGmFGNsh+/1S+F/N6pDGdN9/+NDHSYdN6/w1N1gXxmWtZ2CJ1Py7VF3/zbF608ruKhsqcrvT0ke6+tJp/Dv0Qqe1h6uIDDSWUHCw3MKzhVXm9n2GbYTdXP8e8Jr0xT0mPZR8sLuvlTB+32nguBhcwXnkOPd/V+SZGa7KvhN3ObuH5tZMzO7xMymh+NrTzKzv+ZS2WKdI+vgijSvR12xJ/+W66stmm//Sn7Bgy7aoyE93nf3t1Ks91r4N/l9GKTat+cBACuv2zzF0M0Keo2TpHXMrG2adXNqe9bCLe4+J8Xr9yroza6JKq93peJdKz0T/v2DmTVNs8xn7v5yPnZmZnspeHJcko5x9/EJ81oreNJbShOH8GDIziiOtkvCrF0V9Ca8TEHvh8nrLVOQdJM3ZtbUzDYwsytUOXTOBwl1itqlo9391xRlelnBENxS+mvFnITfuWhY3lTX5JH/5GN/aTyj4DojGj42zsyaKGj/SnWL83RW+mvc5nXYbipXpLnWjL7H60vaNOH1BhfnCe2r4PgUU5Agt5eC4WlekDTbzN4ws2pxgBKJJeTb/gqO0b8quNasIrwmjYb93j/DsTPXa8Nc1BjrLJFr6Xfc/d3kF8PjZDQsYP/o9bDM+4f/vdZTDwt1nbIf+jHOzFopOLdL0ikKvut/UdBDbicFw4Z/pCBx9B4zy7oNEMb+Pg3/e2Z4rEt2TsK/26fYxngF8dboHNJCwW8x+ncHJQzpmLDeLEnbKni4aoGCz3+cggdlHgwXO17B8FL/cPcfzKydmf3XzH41szIzGxsOx5S1Bvbbr03cNbovdXea9pxUeV9qpwzHgfpW7bjjwRBu34T/fSRN+zddrOYABZ/fu+4+NtUO3f1DBQ8HdlaQmAbUCxJ6gIbnj+Hf1cNGSMpJQcNGktZKse6BGdb7SZUXg4nr5uLNDPOimx0DEl5bV8G41FLQjWc1HoxHGW13QKpl0jGzXczsQTP7zsyWmJlHkyovQldPs/q37v57mnm5lKGNgiBbd0nvSEoec7qZKgNU12T4fKKbPomfzeYKLkRiCjLEqwlvmv1Y13rU4OKE93WZghufx4TzPpQ0Ivx3o/+80wmDr0+G/z0qafZfFWTKf+Pub9dhN+u4u6WZ5tVhu8l+CG82pvKuguQoU9XkqefDv1ea2U1mtlMYxCxp7v6Lu+8tqZ+CLkafU9A1rBQcL/eR9F441nyi6Lv7m7t/kWbbUxQEExKXL2VRGVP+dkOvh397p7mh8KWnH6s8ei8616ZwkpTh+98pYbHouOmqPC8lb2e+KgMLhfhsPk6z3xUKnpiRqr4PpXKsr2/R9Yop6EHtlijI5e7TFAThfgyXOzfdRtz9Ondf1d27KwgS7angqZtnwnNGtUC4u//u7se4+yru3tLdN3L32yXJzFoqeGLsNwVdK0vSrQq6sl4o6SEFT449YGaH51Dfgp4j82xOhqScdL/l+mqL5tukNK9Hv9XP08yfGf5N9z7Upj0PAFh5pWw/qvK8K1UmQ2e1boa2Z67eTLP9mIIYiFS13VKwa6UwyfoYM3vRzGaEidZRTGBuuFgrpa/vB2lez4mZ9ZX0gIJ26r8SbjRGtlBw01KSPsrQHjgrXCaxPRC9HxPD65ZUUl7n5OjIhPeuXNLXCtrcTRUMa36wFDzUpcqbYtlcK+Ya59nKzO40s8lmtigpzjM0XCxdnGepKm885527lysYtkaqHufZTZVD9D6q2tspw3XuxDpsN9kKSe+lmuHu36gyDpL4+UVxnlPM7D4z28PMqt28LzXuvsDdj1TwkMjfFTxUMD2c3URBQv1zZnZ10qqlEEvIt6iM76RJUpAqf7ttFfTAn6w214a5yCbWWQrX0unO01Lq92FdVZ63032fFqny+5SLxHu/JulUd38kPGbJ3T9XcPxcpKCH4r/nuP0o6XYTSU+Y2UZm1tzMeprZfxXEuVeEy8SSVzaz4xX05N5DwVDcayh4bwYp6JnucEkfmtk6yeu6+1R3/4u7d3b3Vu6+pbs/GW63m4KH3b5ScI/FFNxPOUXBb/wRBd/h581sp+RtZ9CQfvu1ibtGMYq/Z2iPjAuXaaPggbtiK1Nl4k6yusZqtq4hVrN2uByxGtSbZsUuAICcRU88tFBCbwMZtEmxbrtwympdMztI0n9TLeDuq6Z4+ecUryXP657wWvcU81OJMtm7Z1imCjO7XlWTZ1Yo6A4valB2UXDTKN1TbL9lu68a3Kmg4Tdd0gFh0CxRF1UGcrqoZolJENH7MT9DY00K3ttCNjIWK7gIkIJkjvkKGs9PKOidpzyctzJ83pmMVvBExF/N7MzwiTsp6H1Cku6qhzLkQ9rPzt2XmtlcBU/QJH5+VyrIXN9XQYLXCEnlZvaxgu/J7bkkHYUN6FROdfeHa3HsysjdJyuhl4YwQHuwggBrGwUXiu+4+4Rwkajumb7nUvBdX0M5fNeLKJs6Rb9dU/AdSD4uLcywbvQ0Ur6fMkyWeNxclGG5nI9DOcj1fSiVY319W6TKulf7Pbt7mZndrCBgM8jMmmYIQkbrLJH0gpm9q6D774MVDHdZ7enmDM5VMHzUUe4+18w2UXAc/0TSH8NyracgufU/ZvZQinN/KgU7RxZAbX7LtWqLFpu7z0gzK/qu1TQ/+bq7Lu15AMDKK+W5N2x3RP9N147O6bwd3ow7KMWy77v7/iler20cKK/XSmbWTsHT539MeHmpgmv96IZidO5tq6q9N0bqHBcws04KeqXoqGAon/NTLJbYo0mu7YHo/fglw/I1vbfZKFMQ25GC92+hgptnz0m6J6EHjC6qvHmc7zjPmQp6B4m+5NHwrVEspaOCBK10cZ7Z4U38QhqtYCiSPcysR9h7hVQZ53nIU/cWUmp+T4hRpfKzgu9t/PNz93vNbFsFPWIcFk4xM/tMQe9FN2doS1cTxodSXc9e5e5XmdkfFSTfpLKlu+f0gEvYk8N14RT1rn6AgmGOukg63czedveol5lSiCXkWy5xnsTlE5VSnEcq3rV0beM8Up6P5+6+xMxiCo7NcyTdl2KZmWb2PwW/351z3P4TZna+gl729g2nRB8pGPrsUAVDaMWFv+NbFbwng8OEwchbYaLNJwoerPyXUrdH0vmPgt/uge6+wsz2UVC35yTt6+4xM9tOQbLxVcq+h5WG9NuvS6ymoyoT4zIphRjFTPeUPcpJ2cdq0r0PrVX1/ls6pfA+YCVBDz1AwxP9bp/IkJmeOI1Mse6pWa77Zrh8a9UwfEkOrIb5LWuYn/2OzPZQkNxRoWCc4PUltXT3ruFT+qsqaFxmKlfGm4JZluP/FDQ8l0ga6u6pgkOJx+NNs/l8alOU2pQ/B1dF76u7r+HuG7r7Ae5+f0IyT7JG93ln4VUF49F2VXixY2b9FTydV6HKJ7saumrvsbsvc/ehCrrC/reCnps84f9fm9mmyetlkO64FDW483nsqsbdJ4fH2D0U1KOJKrsoTZS373kJaSx1aiz1SFToY319i4JaszIk/E0J/+b0lJC7L1TlMffoTMsmMrN1FST0vJew/l7h39Fe2YPQdwqCRj1Uu254G+P3s7Zt0camLu15AADqQ0elvo7K5gGkZJnap/lu71yoIJnndwXXZj3cvY0HPS6uqiA5qKZy1SkuYMHQI/+T1FvBQ06HpkkoidoDc7NsDwyqS7lq6eGEOM/q7t7H3fd295szJKjkM87TX8GDQaagd8z+CuI8XRLiPFHPN0WL84Q3o99SkMR9uBQfniW6wV2X4bZKScr32N1PUNBD06UKej9ZpqC35gslfWO5DW3TXamPPdHDAC3SzO+hoOeoOnH3H9z9WgVxqug7nupasTFeq2WqU7qb5qWqsX0+tY3zRMkM32ZIbIziKTk/GObul0v6g4KHU7+Q9IOCYRBPl7S9gl6Lpeq9qJwW/n02KZkn2u4ySaPC/+5rCVnLmYTJhUdK+p+7R700RUMhjoreAw+GRZsgaYCZ5frAZ2P7bkWiNsnQLNsk04pZ2AKK3odrs3wf7i5mYbFyIaEHaHiipzw2rK913f3uHJNK0nVzK1VmuSYmtST+u2eGdddMsXwm0Vjko939Enf/zr1a1m5ebuynY2Z7S/qHggufI909XTe/s1UZZMj1s43ej44WDO2VTqmMZ91oP+9shGWKgjlRd8zR0GQvuXumJzJKSdrfuQXjNHcK/1vt83P3D939HHffRkHXlocouOjrrhTjdadTU2O6FseuWvFgiLToArR3wqyo7msrs1y/61GCXKsMy2TzNEVtRGXM5rfrSv3EaymI6tHazDI9NZPus4mO1+k+g0K8/w3tWJ8v0RAM2QYQcw00Rk+6rZfDOjcqCNaPSDjPRL+J5KEIv02aX5NCnSNLRV3asY0J7wMAoKS5+7Ack0pqGwfK97VSFBc42d3vdfdZSfPrIyZwpYKHPuYquDG2IM1y8eEeanFDMXo/Mr3vmebl2xxV9oCUzzbsAQruX7zk7ie7+5devTfOosd5QlEsI4rzHKYg+eRLd/8o9Solp1s4fFo6qX7LkiR3/8LdL3b3nRTEg/ZRMGxtW0n3pBriOBV375Upwd3d36yPG8zu/rUqh7pOFeepbSwhnVKP8yQme5TqNWhdr6UzfgZmVsg4j5TdeTRXucRTapW05e5j3f1oD4Yo7+nu24ZJcZK0Vfg3eSjLfuHf5PhJomgIt1bK4jhvZs0k3aygd5ozEmblO1aT799+qSBGEeB9QMkioQdoeKIGUJ/wSZXarLtPthdStbRjFvMmJLz2vSq7Xkw5dmn4hNOgFOtmEjWgPkmzzZ4KenEpiKTx0i9z97TjZXswDEc0Dmmq7qsz+USVvYNsl6Ys66jmQFl9aZSftyqDV9kki9ylICFgt7Bch4WvN6SntnqaWa8087ZT8GSUKxj3OC13X+zuDyno3lWSBppZuq6yS1k0BFJi99TRd7etmW2lFMystyqfEs32uz4v/LtmqpnhkyvpegOJJS2Xq6iMO2ZYf3D492vPPDRUMUXHTSn9caijKt/H5M9mXvg35Wcgacu6FC6Nhnasz5fXwr89zCx5bOtI3/DvIgUJsrmIxmPP1GVynJkdoOAGzQ3u/lnirPBvcvAvmy56ExXqHJmtXM5ltVFfbdFSV5f2PAAApShlHCi8Ztg+/G9iu6VQ10oZ4wLKcUiRXJnZoZLOVHC9f3CqngcSjFPlDeRc40DR+7GZmXVIs0ym2FxeeTBM0+fhf1O2YUPRtWK+4jxtFfQOUSi5tI0fVdCO39DMtlZlYk9DivM0V9AzTTVmtr4qEw4yfn7uvtzdn1Vlgt1qCoYrbmhSxXnqGktIZ174N12MQcocZ4jKVJc4z9YZHh6KfruLVdmjS6mp67V0tG59xnkSy7xDqgXC49wWtdx+FE/ZIKx7KlE8ZXot95HO/gqS0BYqGH4vUXRszRS/Sky0yTSEVORUSRtLutDdf014PV+xmkL99rNVX7GaAwq0/YYieh92NLOsewAH6gMJPUDD85qCniwk6VozS9udaIobX/coOPmvLum8TDvJcNMsGzuGY6Emb3MDSQeG/30kej18uj0a//jUNBcPxyoI5Lgqu9OtSTTO98Zp5l+uAjWCwvHSn5bUQdKTki7OYrW7w78HhGPFZtp+/PNx9zmSXg//e3aam+znZrH/etEYP+9Q9NRdp5oWdPefJb2gIOnlAQU90/ym4DvTkFQ7joTfv+j79lr4/YzmZXrSa2m0mIKn2EqCmW1Z01M44c3YaKiwiQmzJqryiY//S7P6yPDvNEljsyzWpPDvlmaW6imdQ5W+q9zEp0M7Zbm/RNHvsb+kockzzayHpBPD/46pxfbrRfi9jLrfPSdNYOMcBRf8iyQ9nzQv+gxSvQctVdl9cN40tGN9Hj2n4IlfKQjQVBH2CBZ9517yhG6kwye00jKzbqoMtL9TU0HCQNq1CoYBSz6vTwv/JifTbZk0P6MCniOzlfW5rJbqqy1a6urSngcAoBQND+MgyQ5TcG0SU2UbRyrctVLauICZtZN0fpbbyZmZbaHKXlrOcveXMy3vwfCvj4X/vSC8lkq37WZh+SMvKWi3tVTqNnILVe2hoD5E7dJhqa5TzWxXVSaLZHutWFOc53xJ7bMuYe5yifOUSbo//O/VCoacWiHpvkIUrIDOS3OtGbXdv5EU7308yziPVELD1JjZRjX1ihX+HqMklonR63mIJaQTxRjWMLNqD2iZ2faSts2wfl2u4x5XcIzuqsqH7RL33UbSWdGyKXrJKgl5uJbOFOcxBZ9rXoVljs4Dp4XxpGSnKBhevDYeUnAc6iLpiOSZ4ff8kPC/2X5XaxT2YHNl+N8b3T35AaroGLKHma2RNE/h9XEUq/mipocFw21crOC3elPS7Gnh34EJyzeVtHn436wSmQr4289WoWM1d4d/tzCzat+VRI08RvGIgsTFVpL+k2nBRv4+oASR0AM0MGFPLicraHjuIullM9s6utgKL/IHmtm/VNk1YbTuV5KuC/97iZndZGbrRvPNrJ2Z7WJm9ykh4aYWFkh63Mz2TCjX9goSGFoq6O4x+eL9cgUny9UlPWdmfcL1WprZcZKuD5e7w92/VXZeCf+eYGZHRxeZZra2md2joME6t1Y1rNlDCp4++VzS4SmGfkrlDkkfKjg2P2tmp1ow5rYkycxWMbNDzOxNVQ/YjFTwnRgi6e4oEGRmHc3scgUXZOm6eS6GxvZ5S5XdmO5fUwJIKAr0RRfk94e/74ZigaTjzezyqL5hQOQeBd9Dl3RJ0jqfh8tvmfD5WPhE5g3hMh+7eyE/p1wdJGm6md1sZjubWTxYaGZdzWy4pFcV/G4XK2HIsPB3f0H436FmdkOU3R+ue70qL5wv8PTjWSd7T0FCQQtJD1rQK4vMrI2ZnSDpdqX5rrv7vHBdqfLiOGvu/o6kF8P/3mlmB0Y3osOg08sKhlGbKem/uW6/nl2oIGg1QNJDZramFD8X/p8qk2P+laKb/OgcdpyZHRUFXcLkrudVuO7tR6qAx3oz62xm3aIpYVaHxNctRc8q4fuWuG60TOukdasFoszsTTPz8PxWRRi4iY4l55nZCQnvd08FQbi1FASp/pm0+rlmdreZDbGEGyBm1tbM9lcwtvuqCp6MvjyLt2hkuK/TwxswiaJgzXAz2yI8th2t4Inhmcrt6axCnCOzFZ3LdrfUCYN1Uo9t0ZJWl/Y8AAAlqpWkF81sI0kys+ZmdqSkW8L5d7h7lMxayGulKC5wjZntmHBu3VJBQm23tGvWQdj+fULB+3B3wnAjNTlXQfL6apLeN7P9LOGGrpmtb2anSfpKCT00uPsSSf8O/3uxmZ1uZq3DdXqFZUn3kEeh3ChphoJeD160IMFJZtbUgl4uHwqXe9XdX0+zjWTR57mXmf1fdC1hZt3N7D8Kkkxy7aEzF7m2jW8P/0ZxnmdTDPtWypYoSGK5w8xWkYIHFs3sSklHh8uMTIpxvmpm15vZDtF3MFyvvypvEM9QZbJEKRgkaaqZ3Wdm+1jV2GsHC3raeldB7yIxBd/tRHWJJaTk7tNVmbh4t5ltHG6zuZn9WcHDopliZdF39QjL8LBAhn3fFpXZzI5PuObureAhm/UVfD8uy2XbRVCXa+kozrOXmZ1jYe/h4TH1QdW+l5yaXCGpTMEwVE8mxPhah8f/f6gyuTEn4Xk3+v5eF8bwmoXb7y/pKUntFPQSVO28ZWbTwljN3Snm9TCzK8xsQML3paWZDVUQt+wp6TNJl6YoWtQ26CDpJTMbFH7XLfzMHlflw1HXp1g/2XVhPUakSDiLYjX/Z2brhb+PCxT0xDQhqTefmuT9t5+DXO875MTdX1RlQtydZnZJ4nnPgnjhUDN7StI1+d5/qXD32apMYD3KzMZEbVspeKjQzLYzs5sUfM+B+uPuTExMDXBScCN2mYIbAa7gqYffFdyUil7zFOs1lTQqcRkFN//mKmiQRK+9UYsyvRmue4aCJ61cQWN/YcJ2Z0naMM36+4T1iJadq6Bb0+j/r0pqm2K9u8P5I5Neb6Ggm7xo/fJwm9H/L0wo87CkdYeFr79ZQ51TLpf03v6aYTozab1VFFw0RuvHFAR3Et9Dl3RxirKclWK96Ptwdbq65uG7OC3V+5/Feo3m8w7n9VXlb3KFpJ/D9+bdNNtqpiCxIirfRnX4DAYlbKdXDuuNDNe5O8PnOijde6DgYi96r+eo6jHkzBTbnJf0+cxO+sx/k7RJPr+fefh+X5H023MFF9KLk16bK2m3NNu4LGG5ivC9qkh47YoafluDUszbL2kb88PvnStIDkz5OwnXvSRhvUXhfqZJOq2m31k4r7squ5qNzj8LEv4/R9I2ufx+svlOZvnb9BzXOyHhfUw+brqCJyybplivuYIEzGi5FeFn4OH3emi68iiLY3ENn33BjvUJ+61pSlWuu7NcN9V3Kipzpu/GrQnbWBbWO/r/ckmHZvg+Re/VvPDzSf7t7J/Fe9M/3M+rGZZJfA+WJPz78Fp8FrU9Rw4K50/LdZ/h+t3C9yg6Xs0IvxfTctmHMp8vC9YWTfN5pP1eJS03Mun1XlFZcl03222olu15JiYmJqaVa1KGtmHCMtF5o1fS62+qDm3PLMoW7fevqrxGmpd0fvtAUrs06+f1WknSugquKxPPrYtU2T7bNcN7lfG8nmk5Vb0m/12Z40B/TNrelgriB4nXFr8ruMGb2F7aMWm9Zgpu8ieuNzfh3/unq2sWn2v0vbk7x/W2UtV2+gJVbdN+KmmVFOuNTLc/Bb1XJLbpE2MPaa99lWW7ONNyyqJtnGKdjxPKu3cdfve9EraT9W9Tmdvh0ec6LOn1+HugoLfZxPc68fd4Y4ptTkyYH/2GEz/zxZKG1PZ9KMSkIA7gSdNCVY1rRMePIzNsozaxhJSfQThva1W9jlyoymPpS6o8Xqb6nRyVVO7p4ed5VZa/szYKHtCKtrFcVWOqZZKG5vL7yeY7meVvM6djmGp5LR2um3i8qUh4D5aqjuePGj77g5O+P3NVGeN7TMHDkzWen9Lst7mkZ5O+H/MS/r9AaX6jqjzXpvrO9ErYRqrfwIeSumco1+mqenxZoarff5d0axb1iz6X0Wnmm4KedRLrH+1vp1oeP2rz26/V7yBh/RrvO2SzD2U+DrRVkBCc+BnMU2W8M5ruqk0dUvwWqpUhm9+MsjvupFw3220oSPpKjE8tVvVz4tS6vA9MTLlO9NADNFDufpekPgoykL9Q0HDoqOBC8w0FY3b3SrFehbuPkLSdggbGdAWJEK0VdP3/hKQjJf2pDsWbrSAgcZ2Cp9JbKEhcuF3SZu7+ZZo6PaOgG93bFTRI2ihoyL2roNeB3byGLhaTtrdcwfjo0dPNMQXv0yuS9nH3f+RetZy1l9Qjw5TYZbI8eHJnRwVD5jyvIAGqnYLG52QFwYo9laInAXf/j6Q9FHz+ixQEd8ZJOsLd67ur5Ro1ts/b3ScreMr+RQUN3VUVPI2Qcuxldy9X5RjCH7v756mWK2Xu/ncFFwvjFXzfFin4/u3h7lelWGWoggSZqIeZdgouqj9T8Ln1d/fPCl/ynPyfguPlZQqe6PxZwVOXzRUEit9W0M13b3d/KdUG3P0CBT2qPKUgMNtOwXHyaUk7u3vGYWfSbPMJBRetbygI8jRVEEg71t2PqWH1SxV0A/uZgmNLz3DqlOW+f1PQVfoZCo4xKxQc579RcNzv7+4fpN1ACXH3WxWcr/6nIDjbTsHv9xVJf3b3wzxFd9Ie9K6xi4LuV6cpON4sVhDEGaiELsgLUOYGdazPF3c/QcFNiZcVfOfbSfpRQWBrgLs/kGK1OxUEpJ9WkGhsCp4Am6PgXHOhpD7u/niKdZNFCSh/y7DMcQqOFT8p+E1+Iemv7p5zN/v5PkfmsN/fFYwH/7iCY1x3VR4j8rWP+miLNgi1bc8DAFCC3ldwM3qMKm84TZF0kYJkhOThNiTl/1rJ3b9XkFRyv4J4SlMFN6MekLSl1zAMVp50VeY4UJUhitz9YwU36s5R8D4uVHBttlRBO//KsOxvJa1XLukABcOxfKagHVGhoDeNHbNs4+aVu4+VtKGCh3++VnDdXK6gHmdJ2tpz77HmIAW9Hnyl4NrTFMQUjszi2rdOatk2jt73GQp6Km9Q3P06SftKektBT8RlCm7MH+buJ6VY5VgFQ928oaAtH/XSM1lBzyAbuftrBS52TsI4wAAFsZwXFFyPNFdQ9tkK6nu5pH7ufk+GbeQcS6ihXB8puEZ6RsFxq5mC39FZCmLB5RnWvUvB9ejYcLm1FHxPs+qVzINev/ZQ8Hm+o+Das42C92a0pI3d/alc6lMsdbyWPkTB92KKgvdxhYKEmq0Lef5w94cU9Oz1nILPvoWkLxXEM/6s4Jxa222vUJDkdIyC96BMQVzzOwXDU21cy9/obwqSQ95WkKzaVsHv51UFCWZ/DOOH6cp1jYJ2w10K4jXlCs7ZPys4ju4RxoHSCnsGulFBjCflEPTu7gqOaTcpaBeYgsTLPd39jeyqWmV7ef/tZ7n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      "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": "2021-10-14T12:27:30.619436Z",
     "iopub.status.busy": "2021-10-14T12:27:30.606722Z",
     "iopub.status.idle": "2021-10-14T12:27:31.463242Z",
     "shell.execute_reply": "2021-10-14T12:27:31.462661Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
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\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": "2021-10-14T12:27:31.480497Z",
     "iopub.status.busy": "2021-10-14T12:27:31.477978Z",
     "iopub.status.idle": "2021-10-14T12:27:31.902829Z",
     "shell.execute_reply": "2021-10-14T12:27:31.903349Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n",
      "No handles with labels found to put in legend.\n",
      "FixedFormatter should only be used together with FixedLocator\n",
      "No handles with labels found to put in legend.\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 603,
       "width": 1160
      },
      "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": "2021-10-14T12:27:31.920881Z",
     "iopub.status.busy": "2021-10-14T12:27:31.919050Z",
     "iopub.status.idle": "2021-10-14T12:27:32.617803Z",
     "shell.execute_reply": "2021-10-14T12:27:32.617313Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "FixedFormatter should only be used together with FixedLocator\n"
     ]
    },
    {
     "data": {
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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": "2021-10-14T12:27:32.635351Z",
     "iopub.status.busy": "2021-10-14T12:27:32.633849Z",
     "iopub.status.idle": "2021-10-14T12:27:33.317014Z",
     "shell.execute_reply": "2021-10-14T12:27:33.317536Z"
    }
   },
   "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": 1157
      },
      "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": "2021-10-14T12:27:33.323553Z",
     "iopub.status.busy": "2021-10-14T12:27:33.320586Z",
     "iopub.status.idle": "2021-10-14T12:27:33.367004Z",
     "shell.execute_reply": "2021-10-14T12:27:33.367529Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "------------\n",
      "This file was produced by the function <module>() in <ipython-input-1-c6de44361328> 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
}