clus_file.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d4d3712d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import astropy.io.fits as fits\n",
    "import json\n",
    "import os\n",
    "import glob\n",
    "import sys\n",
    "import healpy as hp\n",
    "from astropy.table import Table\n",
    "from astropy import units as u\n",
    "from astropy.coordinates import SkyCoord, match_coordinates_sky\n",
    "from astropy.io.fits import getdata\n",
    "from pathlib import Path\n",
    "from itertools import compress\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.ndimage import gaussian_filter\n",
    "import tabulate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d8563aa2",
   "metadata": {},
   "outputs": [],
   "source": [
    "def read_ref(param):\n",
    "    Mv, rhl_pc = np.loadtxt(param[\"cat_dg\"], usecols=(8, 10), unpack=True)\n",
    "\n",
    "    mM_GC, Mv_GC, rhl_arcmin_GC = np.loadtxt(\n",
    "        param[\"cat_gc\"], usecols=(5, 6, 7), unpack=True\n",
    "    )\n",
    "\n",
    "    dist_GC = 10.0 ** (1 + (mM_GC / 5))\n",
    "\n",
    "    rhl_pc_GC = (rhl_arcmin_GC / (57.3 * 60)) * dist_GC\n",
    "\n",
    "    rhl_pc = np.concatenate((rhl_pc, rhl_pc_GC))\n",
    "\n",
    "    Mv = np.concatenate((Mv, Mv_GC))\n",
    "\n",
    "    return Mv, rhl_pc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b842f39d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def read_ref_dg(param):\n",
    "    Mv, rhl_pc = np.loadtxt(param[\"cat_dg\"], usecols=(8, 10), unpack=True)\n",
    "\n",
    "    return Mv, rhl_pc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "202ea3da",
   "metadata": {},
   "outputs": [],
   "source": [
    "def read_ref_gc(param):\n",
    "\n",
    "    mM_GC, Mv_GC, rhl_arcmin_GC = np.loadtxt(\n",
    "        param[\"cat_gc\"], usecols=(5, 6, 7), unpack=True\n",
    "    )\n",
    "\n",
    "    dist_GC = 10.0 ** (1 + (mM_GC / 5))\n",
    "\n",
    "    rhl_pc_GC = (rhl_arcmin_GC / (57.3 * 60)) * dist_GC\n",
    "\n",
    "    return Mv_GC, rhl_pc_GC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f2e7ed6b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def rd2d(x, y, xmin, xmax, ymin, ymax, x_steps, y_steps, n_random):\n",
    "    \"\"\"This function returns a 2D random of point based on an informed distribution.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    x : list of float\n",
    "        List of points. First dimension.\n",
    "    y : list of float\n",
    "        List of points. Second dimension.\n",
    "    xmin : float\n",
    "        Minimum in first dimension.\n",
    "    xmax : float\n",
    "        Maximum in first dimension.\n",
    "    ymin : float\n",
    "        Minimum in second dimension.\n",
    "    ymax : float\n",
    "        Maximum in second dimension.\n",
    "    x_steps : int\n",
    "        Amount of steps in first dimension.\n",
    "    y_steps : int\n",
    "        Amount of steps in second dimension.\n",
    "    n_random : int\n",
    "        Amount of points in output.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    Array-like\n",
    "        First and second dimension of random points.\n",
    "    \"\"\"\n",
    "    h, xedges, ydeges, img = plt.hist2d(\n",
    "        x, y, bins=[x_steps, y_steps], range=[[xmin, xmax], [ymin, ymax]], density=True\n",
    "    )\n",
    "    plt.clf()\n",
    "    H = gaussian_filter(h.T, sigma=50)\n",
    "    H /= np.sum(H)\n",
    "    p = H.flatten()\n",
    "    n = np.random.choice(np.arange(len(p)), size=n_random, replace=True, p=p)\n",
    "    x_random = n % x_steps\n",
    "    y_random = n / y_steps\n",
    "    x_random = x_random * (xmax - xmin)\n",
    "    y_random = y_random * (ymax - ymin)\n",
    "    x_random = x_random / x_steps\n",
    "    y_random = y_random / y_steps\n",
    "    x_random += xmin\n",
    "    y_random += ymin\n",
    "    return x_random, y_random\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "43b96a75",
   "metadata": {},
   "outputs": [],
   "source": [
    "def mv_hlr_from_data(N_desired, param, prop_from_data, Mv_min=-14.0, Mv_max=2):\n",
    "\n",
    "    globals().update(param)\n",
    "\n",
    "    rhl_pc_min = 10.**(1.7 * log10_rexp_min)\n",
    "    rhl_pc_max = 10.**(1.7 * log10_rexp_max)\n",
    "\n",
    "    if prop_from_data == 'True':\n",
    "        Mv, rhl_pc = read_ref(param)\n",
    "    elif prop_from_data == 'dg':\n",
    "        Mv, rhl_pc = read_ref_dg(param)\n",
    "    elif prop_from_data == 'gc':\n",
    "        Mv, rhl_pc = read_ref_gc(param)\n",
    "\n",
    "    log10_rhl_pc = np.log10(rhl_pc)\n",
    "\n",
    "    X, Y = rd2d(Mv, log10_rhl_pc, Mv_min, Mv_max, np.log10(rhl_pc_min), np.log10(rhl_pc_max), 1000, 1000, N_desired)\n",
    "\n",
    "    return X, Y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "aec2f65a",
   "metadata": {},
   "outputs": [],
   "source": [
    "def select_ipix_clus(nside, ra_min, ra_max, dec_min, dec_max, inclusive=False):\n",
    "    \"\"\"Select ipix from a region of sky following same ra and dec ranges\n",
    "    (insted of Healpix standard geodesics).\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    nside : integer\n",
    "        Nside of HealPixels.\n",
    "    ra_min : float\n",
    "        Minimum in RA (deg).\n",
    "    ra_max : float\n",
    "        Maximum in RA (deg).\n",
    "    dec_min : float\n",
    "        Minimum in DEC (deg).\n",
    "    dec_max : float\n",
    "        Maximum in DEC (deg).\n",
    "    inclusive : bool, optional\n",
    "        If True, all the pixels that are in that region will be selected.\n",
    "        If False, only the pixels with the center in that region will be\n",
    "        selected, by default False.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    list\n",
    "        Sample of requested pixels.\n",
    "    \"\"\"\n",
    "    theta1 = np.pi / 2 - np.deg2rad(dec_max)\n",
    "    theta2 = np.pi / 2 - np.deg2rad(dec_min)\n",
    "    hp_all = hp.query_strip(\n",
    "        nside, theta1, theta2, inclusive=inclusive, nest=False, buff=None\n",
    "    )\n",
    "    ra_c, dec_c = hp.pix2ang(nside, hp_all, nest=False, lonlat=True)\n",
    "    cond = (ra_c > ra_min) & (ra_c <= ra_max)\n",
    "    hp_sel = hp_all[cond]\n",
    "    hp_sel_nest = hp.ring2nest(nside, hp_sel)\n",
    "    return hp_sel_nest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b46d1929",
   "metadata": {},
   "outputs": [],
   "source": [
    "def download_iso(version, phot_system, Z, age, av_ext, IMF_author, out_file, iter_max):\n",
    "    \"\"\"Submit a request of an isochrone from PADOVA schema, download the file\n",
    "    requested and uses as an input file to the stellar population of clusters.\n",
    "    Good reference to Fe/H and M/H and Z:\n",
    "    https://www.aanda.org/articles/aa/full_html/2014/03/aa20956-12/aa20956-12.html\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    version : str\n",
    "        Version of PADOVA/PARSEC isochrones ('3.4', '3.5' or '3.6')\n",
    "    phot_system : str\n",
    "        Photometric system of isochrones. For DES uses 'decam'.\n",
    "    Z : float\n",
    "        Amount of metals in mass. Z_sun = 0.019.\n",
    "    age : float\n",
    "        Age of isochrone in years (not log age).\n",
    "    av_ext : float\n",
    "        Extinction in V band. Usually 0.000.\n",
    "    out_file : str\n",
    "        Name of the output file, which is written as\n",
    "        output.\n",
    "    \"\"\"\n",
    "\n",
    "    # os.system('mkdir -p ' + out_file.split('/')[0])\n",
    "    count = 0\n",
    "    file_is_empty = True\n",
    "    # Selecting IMF:\n",
    "    if IMF_author == \"Kroupa\":\n",
    "        file_IMF = \"imf_kroupa_orig.dat\"\n",
    "    if IMF_author == \"Salpeter\":\n",
    "        file_IMF = \"imf_salpeter.dat\"\n",
    "    if IMF_author == \"Chabrier_exp\":\n",
    "        file_IMF = \"imf_chabrier_exponential.dat\"\n",
    "\n",
    "    main_pars = (\n",
    "        \"track_parsec=parsec_CAF09_v1.2S&track_colibri=parsec_CAF09_v1.2S_S_LMC_08_web&track_postagb=\"\n",
    "        +\"no&n_inTPC=10&eta_reimers=0.2&kind_interp=1&kind_postagb=-1&kind_tpagb=-1&kind_pulsecycle=\"\n",
    "        +\"0&kind_postagb=-1&kind_mag=2&kind_dust=0&extinction_coeff=constant&extinction_curve=\"\n",
    "        +\"cardelli&kind_LPV=1&dust_sourceM=dpmod60alox40&dust_sourceC=AMCSIC15&imf_file=tab_imf/\"\n",
    "        +file_IMF\n",
    "        +\"&output_kind=0&output_evstage=1&output_gzip=0\"\n",
    "    )\n",
    "    webserver = \"http://stev.oapd.inaf.it\"\n",
    "    if phot_system == \"des\":\n",
    "        phot_system = \"decam\"\n",
    "\n",
    "    while (file_is_empty) & (count < iter_max):\n",
    "        print(\"Iteration {:d} to download PARSEC isochrone.\".format(count + 1))\n",
    "        try:\n",
    "            os.system(\n",
    "                (\n",
    "                    \"wget -o lixo -Otmp --post-data='submit_form=Submit&cmd_version={}&photsys_file=tab_mag_odfnew/tab_mag_{}.dat&photsys_version=YBC&output_kind=0&output_evstage=1&isoc_isagelog=0&isoc_agelow={:.2e}&isoc_ageupp={:.2e}&isod_dage=0&isoc_ismetlog=0&isoc_zlow={:.6f}&isoc_zupp={:.6f}&isod_dz=0&extinction_av={:.3f}&{}' {}/cgi-bin/cmd_{}\".format(\n",
    "                        version,\n",
    "                        phot_system,\n",
    "                        age,\n",
    "                        age,\n",
    "                        Z,\n",
    "                        Z,\n",
    "                        av_ext,\n",
    "                        main_pars,\n",
    "                        webserver,\n",
    "                        version,\n",
    "                    )\n",
    "                ).replace(\"e+\", \"e\")\n",
    "            )\n",
    "        except:\n",
    "            print(\"No communication with {}\".format(webserver))\n",
    "        with open(\"tmp\") as ff:\n",
    "            aaa = ff.readlines()\n",
    "            for i, j in enumerate(aaa):\n",
    "                if \"/output\" in j:\n",
    "                    out_file_tmp = (\n",
    "                        \"output\"\n",
    "                        +j.split(\n",
    "                            \"/output\",\n",
    "                        )[\n",
    "                            1\n",
    "                        ][0:12]\n",
    "                        +\".dat\"\n",
    "                    )\n",
    "        os.system(\n",
    "            \"wget -o lixo -O{} {}/tmp/{}\".format(out_file_tmp, webserver, out_file_tmp)\n",
    "        )\n",
    "        os.system(\"mv {} {}\".format(out_file_tmp, out_file))\n",
    "\n",
    "        file_is_empty = os.stat(out_file).st_size == 0\n",
    "\n",
    "        count += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3e80d66f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def gen_clus_file(param):\n",
    "    \"\"\"This function generates the file with features of simulated clusters,\n",
    "    based on numerical simulations within the range of parameters.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    param : dictionary\n",
    "        Dictionary with all the list of parameters.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    list\n",
    "        RA_pix, DEC_pix, r_exp, ell, pa, dist, mass, mM, hp_sample_un\n",
    "        Position of the center of ipix, exponential radius in parsecs,\n",
    "        ellipticity. positional angle, distance in parsecs, mass in\n",
    "        Sun masses, distance modulus, and list of ipix sampled.\n",
    "    \"\"\"\n",
    "\n",
    "    globals().update(param)\n",
    "\n",
    "    border_extract_ra = border_extract / np.cos(np.deg2rad(0.5 * (dec_max + dec_min)))\n",
    "    hp_sample_un = select_ipix_clus(\n",
    "        nside_ini,\n",
    "        ra_min + border_extract_ra,\n",
    "        ra_max - border_extract_ra,\n",
    "        dec_min + border_extract,\n",
    "        dec_max - border_extract,\n",
    "    )\n",
    "\n",
    "    RA_pix, DEC_pix = hp.pix2ang(nside_ini, hp_sample_un, nest=True, lonlat=True)\n",
    "\n",
    "    c = SkyCoord(ra=RA_pix * u.degree, dec=DEC_pix * u.degree, frame=\"icrs\")\n",
    "    L = c.galactic.l.degree\n",
    "    B = c.galactic.b.degree\n",
    "    objects_filepath = Path(results_path, \"objects.dat\")\n",
    "    with open(objects_filepath, \"w\") as obj_file:\n",
    "        # Creating random distances, masses, ellipticities and positional\n",
    "        # angles based on limits required, and printing to file objects.dat.\n",
    "        mM = mM_min + np.random.rand(len(hp_sample_un)) * (mM_max - mM_min)\n",
    "        dist = 10 ** ((mM / 5) + 1)\n",
    "\n",
    "        if Mv_hlr_from_data != 'False':\n",
    "            MV, hlr_prev = mv_hlr_from_data(len(hp_sample_un), param, Mv_hlr_from_data, Mv_min, Mv_max)\n",
    "            r_exp = [(10 ** i) / 1.7 for i in hlr_prev]\n",
    "        else:\n",
    "            r_exp = 10**(log10_rexp_min + (log10_rexp_max - log10_rexp_min)\n",
    "                        ** np.random.rand(len(hp_sample_un)))\n",
    "            MV = Mv_min + (Mv_max - Mv_min) * np.random.rand(len(hp_sample_un))\n",
    "\n",
    "        ell = ell_min + np.random.rand(len(hp_sample_un)) * (ell_max - ell_min)\n",
    "        pa = pa_min + np.random.rand(len(hp_sample_un)) * (pa_max - pa_min)\n",
    "\n",
    "        print(\"# HPX L       B        RA     DEC     r_exp ell  pa     MV    dist\", file=obj_file)\n",
    "\n",
    "        for i in range(len(hp_sample_un)):\n",
    "            print(\n",
    "                \"{:d} {:.4f} {:.4f} {:.4f} {:.4f} {:.2f} {:.2f} {:.2f} {:.2f} {:.2f}\".format(\n",
    "                    hp_sample_un[i],\n",
    "                    L[i],\n",
    "                    B[i],\n",
    "                    RA_pix[i],\n",
    "                    DEC_pix[i],\n",
    "                    r_exp[i],\n",
    "                    ell[i],\n",
    "                    pa[i],\n",
    "                    MV[i],\n",
    "                    dist[i],\n",
    "                ),\n",
    "                file=obj_file,\n",
    "            )\n",
    "    return RA_pix, DEC_pix, r_exp, ell, pa, dist, mM, hp_sample_un, MV"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c8126d2d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def show_plots(Mv_DG, Mv_GC, MV, hlr_DG, hlr_GC, hlr_pc):\n",
    "    f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(15, 10))\n",
    "    ax1.scatter(hlr_pc, MV, color='r', s=5.0, label='Simulation')\n",
    "    ax1.scatter(hlr_DG, Mv_DG, color='b', s=25, lw=0.5, label='Dwarf galaxies', marker='x')\n",
    "    ax1.scatter(hlr_GC, Mv_GC, color='k', s=25, lw=0.5, label='Globular Clusters', marker='x')\n",
    "    ax1.set_xlabel(r'$r_{1/2}$')\n",
    "    ax1.set_ylabel(r'$M_V$')\n",
    "    ax1.set_ylim([3, -14])\n",
    "    ax1.set_xlim([0.5, 4000])\n",
    "    ax1.legend()\n",
    "    ax1.set_xscale('log')\n",
    "    \n",
    "    weights = np.ones_like(hlr_DG) / len(hlr_DG)\n",
    "\n",
    "    ax2.hist(np.log10(hlr_DG), bins=20, histtype=\"step\",\n",
    "             range=(.316, 2.6), label=\"DG\", color=\"g\", alpha=0.5,\n",
    "             weights=weights, lw=2)\n",
    "\n",
    "    weights = np.ones_like(hlr_GC) / len(hlr_GC)\n",
    "\n",
    "    ax2.hist(np.log10(hlr_GC), bins=20, histtype=\"step\",\n",
    "             range=(.316, 2.6), label=\"GC\", color=\"b\",\n",
    "             weights=weights, lw=2)\n",
    "    weights = np.ones_like(hlr_pc) / len(hlr_pc)\n",
    "\n",
    "    ax2.hist(np.log10(hlr_pc), bins=20, histtype=\"stepfilled\", range=(\n",
    "             .316, 2.6), label=\"Sim filt\", color=\"red\", ls=\"--\", alpha=0.5,\n",
    "             weights=weights, lw=2)\n",
    "    ax2.set_ylabel(\"Fraction\")\n",
    "    ax2.set_xlabel(r\"$log_{10}r_{1/2}$[pc]\")\n",
    "    # ax2.set_xscale('log')\n",
    "    ax2.set_xlim([0.316, 2.6])\n",
    "    ax2.legend(loc=1)\n",
    "    ax2.set_title(r'Histogram of $log_{10} r_{1/2}$ (parsecs)')\n",
    "\n",
    "    ax3.hist(Mv_DG, bins=20, range=(-16, 2.0),\n",
    "             histtype=\"step\", label=\"DG\", color=\"g\", alpha=0.5,\n",
    "             density=True, #weights=np.repeat(0.9*len(MAG_ABS_V_CLEAN)/len(Mv_DG), len(Mv_DG)),\n",
    "             lw=2)\n",
    "    ax3.hist(Mv_GC, bins=20, range=(-16, 2.0),\n",
    "             histtype=\"step\", label=\"GC\", color=\"b\",\n",
    "             density=True, #weights=np.repeat(0.9*len(MAG_ABS_V_CLEAN)/len(Mv_GC), len(Mv_GC)),\n",
    "             lw=2)\n",
    "    ax3.hist(MV, bins=20, range=(-16, 2.0), histtype=\"stepfilled\",\n",
    "             label=\"Sim\", color=\"r\", ls=\"--\", alpha=0.5, lw=2,\n",
    "             density=True)\n",
    "    ax3.set_xlabel(r\"$M_V$\")\n",
    "    ax3.set_ylabel(\"Fraction\")\n",
    "    ax3.legend(loc=2)\n",
    "    ax3.set_title('Histogram of Absolute Magnitude (V band)')\n",
    "    weights = np.ones_like(hlr_DG) / len(hlr_DG)\n",
    "    \n",
    "    ax4.hist(hlr_DG, bins=20, histtype=\"step\",\n",
    "             range=(1, 400), label=\"DG\", color=\"g\", alpha=0.5,\n",
    "             weights=weights, lw=2)\n",
    "\n",
    "    weights = np.ones_like(hlr_GC) / len(hlr_GC)\n",
    "\n",
    "    ax4.hist(hlr_GC, bins=20, histtype=\"step\",\n",
    "             range=(1, 400), label=\"GC\", color=\"b\",\n",
    "             weights=weights, lw=2)\n",
    "    weights = np.ones_like(hlr_pc) / len(hlr_pc)\n",
    "\n",
    "    ax4.hist(hlr_pc, bins=20, histtype=\"stepfilled\", range=(\n",
    "             1, 400), label=\"Sim filt\", color=\"red\", ls=\"--\", alpha=0.5,\n",
    "             weights=weights, lw=2)\n",
    "    ax4.set_ylabel(\"Fraction\")\n",
    "    ax4.set_xlabel(r\"$r_{1/2}$[pc]\")\n",
    "    # ax4.set_xscale('log')\n",
    "    # ax4.set_xlim([0.001, 400])\n",
    "    ax4.legend(loc=1)\n",
    "    ax4.set_title(r'Histogram of $r_{1/2}$ (parsecs)')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f09c0d22",
   "metadata": {},
   "source": [
    "## Starting here\n",
    "\n",
    "Above are just functions created for this jupyter notebook adapted from the functions of simulations. The core of the functions remain the same, but a few inputs have been changed to run here.\n",
    "\n",
    "First of all, set the parameters of ga_sim.json file. Mv_hlr_from_data parameter may be \"True\" (simulations according MV and r1/2 distribution), \"False\" (flat likelihood in Mv r1/2 space), \"gc\" (simulations similar to globular clusters) or \"dg\" (simulation similar to dwarf galaxies)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a8cf446c",
   "metadata": {},
   "outputs": [],
   "source": [
    "confg = \"ga_sim.json\"\n",
    "\n",
    "with open(confg) as fstream:\n",
    "    param = json.load(fstream)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6772a5f",
   "metadata": {},
   "source": [
    "This step is to download an isochrone from PARSEC models. Be sure that your jupyter notebook is connected to web to run this cell properly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3aa85685",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Iteration 1 to download PARSEC isochrone.\n",
      "Iteration 2 to download PARSEC isochrone.\n"
     ]
    }
   ],
   "source": [
    "download_iso(param['padova_version_code'], param['survey'], 0.0152 * (10 ** param['MH_simulation']),\n",
    "             param['age_simulation'], param['av_simulation'], param[\"IMF_author\"], param['file_iso'], 5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "294fc389",
   "metadata": {},
   "source": [
    "Now oppening the isochrone file and reading the correect index of column of magnitudes (the index has changed in the last version and to avoid reading wrong cell I implemented this cell)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e91473b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open(param['file_iso'], \"r\")\n",
    "cols = f.readlines()\n",
    "cols = cols[11].split()\n",
    "cols.pop(0)\n",
    "n_col_magg = cols.index('gmag')\n",
    "n_col_magr = cols.index('rmag')\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "783580c2",
   "metadata": {},
   "source": [
    "# GC + DG\n",
    "\n",
    "Simulating dwarf galaxies and globular clusters.\n",
    "Cell below runs the code and show the plots."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "26b79aae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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      "text/plain": [
       "<Figure size 1500x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "RA_pix, DEC_pix, r_exp, ell, pa, dist, mM, hp_sample_un, MV = gen_clus_file(param)\n",
    "\n",
    "Mv_DG, hlr_DG = read_ref_dg(param)\n",
    "Mv_GC, hlr_GC = read_ref_gc(param)\n",
    "\n",
    "hlr_pc = np.multiply(1.7, r_exp)\n",
    "\n",
    "show_plots(Mv_DG, Mv_GC, MV, hlr_DG, hlr_GC, hlr_pc)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eee038bd",
   "metadata": {},
   "source": [
    "Printing the first 20 lines of the file with the cluster's properties. See the full file for the entire sample."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "dd2f26d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<thead>\n",
       "<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">    MV</th><th style=\"text-align: right;\">   dist</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  17.8 </td><td style=\"text-align: right;\"> 0.16</td><td style=\"text-align: right;\">159.22</td><td style=\"text-align: right;\"> -6.06</td><td style=\"text-align: right;\">87594.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.58</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\"> 43.6 </td><td style=\"text-align: right;\"> -7.88</td><td style=\"text-align: right;\">14092.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  16.51</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">167.77</td><td style=\"text-align: right;\"> -7.25</td><td style=\"text-align: right;\">83401.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.88</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">123.94</td><td style=\"text-align: right;\"> -9.41</td><td style=\"text-align: right;\">32962.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  47.08</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">  8.38</td><td style=\"text-align: right;\"> -8.09</td><td style=\"text-align: right;\">63009.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   7.94</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\"> 71.58</td><td style=\"text-align: right;\"> -3.7 </td><td style=\"text-align: right;\">52190.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.26</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">134.89</td><td style=\"text-align: right;\"> -8.31</td><td style=\"text-align: right;\">10295.7</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.47</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">172.7 </td><td style=\"text-align: right;\"> -7.3 </td><td style=\"text-align: right;\">23345.9</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   7.08</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 33.31</td><td style=\"text-align: right;\"> -7.66</td><td style=\"text-align: right;\">49974.7</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  22.19</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">146.33</td><td style=\"text-align: right;\"> -6.23</td><td style=\"text-align: right;\">12378  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  64.54</td><td style=\"text-align: right;\"> 0.14</td><td style=\"text-align: right;\">110.74</td><td style=\"text-align: right;\"> -5.68</td><td style=\"text-align: right;\">33314.9</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.59</td><td style=\"text-align: right;\"> 0.07</td><td style=\"text-align: right;\"> 27.08</td><td style=\"text-align: right;\"> -9.33</td><td style=\"text-align: right;\">83854.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.73</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">124.86</td><td style=\"text-align: right;\"> -6.1 </td><td style=\"text-align: right;\">29801.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 153.08</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\"> 77.76</td><td style=\"text-align: right;\"> -6.64</td><td style=\"text-align: right;\">19964.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.4 </td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">163.06</td><td style=\"text-align: right;\"> -6.71</td><td style=\"text-align: right;\">58210.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  50.96</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\">114.25</td><td style=\"text-align: right;\"> -3.06</td><td style=\"text-align: right;\">67923.7</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  56.64</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">148.03</td><td style=\"text-align: right;\"> -7.32</td><td style=\"text-align: right;\">53137.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.23</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\"> 13.5 </td><td style=\"text-align: right;\"> -6.61</td><td style=\"text-align: right;\">49481.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.61</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">144.16</td><td style=\"text-align: right;\">-10.85</td><td style=\"text-align: right;\">53458.9</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 201.21</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">163.26</td><td style=\"text-align: right;\"> -8.9 </td><td style=\"text-align: right;\">38800  </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "'<table>\\n<thead>\\n<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">    MV</th><th style=\"text-align: right;\">   dist</th></tr>\\n</thead>\\n<tbody>\\n<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  17.8 </td><td style=\"text-align: right;\"> 0.16</td><td style=\"text-align: right;\">159.22</td><td style=\"text-align: right;\"> -6.06</td><td style=\"text-align: right;\">87594.6</td></tr>\\n<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.58</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\"> 43.6 </td><td style=\"text-align: right;\"> -7.88</td><td style=\"text-align: right;\">14092.5</td></tr>\\n<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  16.51</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">167.77</td><td style=\"text-align: right;\"> -7.25</td><td style=\"text-align: right;\">83401.6</td></tr>\\n<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.88</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">123.94</td><td style=\"text-align: right;\"> -9.41</td><td style=\"text-align: right;\">32962.6</td></tr>\\n<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  47.08</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">  8.38</td><td style=\"text-align: right;\"> -8.09</td><td style=\"text-align: right;\">63009.3</td></tr>\\n<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   7.94</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\"> 71.58</td><td style=\"text-align: right;\"> -3.7 </td><td style=\"text-align: right;\">52190.4</td></tr>\\n<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.26</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">134.89</td><td style=\"text-align: right;\"> -8.31</td><td style=\"text-align: right;\">10295.7</td></tr>\\n<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.47</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">172.7 </td><td style=\"text-align: right;\"> -7.3 </td><td style=\"text-align: right;\">23345.9</td></tr>\\n<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   7.08</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 33.31</td><td style=\"text-align: right;\"> -7.66</td><td style=\"text-align: right;\">49974.7</td></tr>\\n<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  22.19</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">146.33</td><td style=\"text-align: right;\"> -6.23</td><td style=\"text-align: right;\">12378  </td></tr>\\n<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  64.54</td><td style=\"text-align: right;\"> 0.14</td><td style=\"text-align: right;\">110.74</td><td style=\"text-align: right;\"> -5.68</td><td style=\"text-align: right;\">33314.9</td></tr>\\n<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.59</td><td style=\"text-align: right;\"> 0.07</td><td style=\"text-align: right;\"> 27.08</td><td style=\"text-align: right;\"> -9.33</td><td style=\"text-align: right;\">83854.3</td></tr>\\n<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.73</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">124.86</td><td style=\"text-align: right;\"> -6.1 </td><td style=\"text-align: right;\">29801.5</td></tr>\\n<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 153.08</td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\"> 77.76</td><td style=\"text-align: right;\"> -6.64</td><td style=\"text-align: right;\">19964.8</td></tr>\\n<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.4 </td><td style=\"text-align: right;\"> 0.17</td><td style=\"text-align: right;\">163.06</td><td style=\"text-align: right;\"> -6.71</td><td style=\"text-align: right;\">58210.3</td></tr>\\n<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  50.96</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\">114.25</td><td style=\"text-align: right;\"> -3.06</td><td style=\"text-align: right;\">67923.7</td></tr>\\n<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  56.64</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">148.03</td><td style=\"text-align: right;\"> -7.32</td><td style=\"text-align: right;\">53137.5</td></tr>\\n<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.23</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\"> 13.5 </td><td style=\"text-align: right;\"> -6.61</td><td style=\"text-align: right;\">49481.4</td></tr>\\n<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.61</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">144.16</td><td style=\"text-align: right;\">-10.85</td><td style=\"text-align: right;\">53458.9</td></tr>\\n<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 201.21</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">163.26</td><td style=\"text-align: right;\"> -8.9 </td><td style=\"text-align: right;\">38800  </td></tr>\\n</tbody>\\n</table>'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('objects.dat') as f:\n",
    "    first_line = f.readline()\n",
    "\n",
    "table = tabulate.tabulate(np.loadtxt('objects.dat')[:][0:20],\n",
    "                          tablefmt='html',\n",
    "                          headers=(first_line[1:].split()))\n",
    "\n",
    "table"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80fd84f3",
   "metadata": {},
   "source": [
    "# Dwarf galaxies\n",
    "\n",
    "Changing the parameter to simulate only dwaf galaxies:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "191c77b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "param['Mv_hlr_from_data'] = 'dg'\n",
    "RA_pix, DEC_pix, r_exp, ell, pa, dist, mM, hp_sample_un, MV = gen_clus_file(param)\n",
    "\n",
    "Mv_DG, hlr_DG = read_ref_dg(param)\n",
    "Mv_GC, hlr_GC = read_ref_gc(param)\n",
    "\n",
    "hlr_pc = np.multiply(1.7, r_exp)\n",
    "\n",
    "show_plots(Mv_DG, Mv_GC, MV, hlr_DG, hlr_GC, hlr_pc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "f6d1980a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<thead>\n",
       "<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">   MV</th><th style=\"text-align: right;\">   dist</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  75.96</td><td style=\"text-align: right;\"> 0.16</td><td style=\"text-align: right;\">159.15</td><td style=\"text-align: right;\">-8.06</td><td style=\"text-align: right;\">14838.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.57</td><td style=\"text-align: right;\"> 0.01</td><td style=\"text-align: right;\">145.06</td><td style=\"text-align: right;\">-4.3 </td><td style=\"text-align: right;\">44790.1</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  18.54</td><td style=\"text-align: right;\"> 0.13</td><td style=\"text-align: right;\">175.21</td><td style=\"text-align: right;\">-2.58</td><td style=\"text-align: right;\">45156  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.17</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 92.34</td><td style=\"text-align: right;\">-3.47</td><td style=\"text-align: right;\">16061.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  86.6 </td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">146.65</td><td style=\"text-align: right;\">-6   </td><td style=\"text-align: right;\">35631.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 112.41</td><td style=\"text-align: right;\"> 0.06</td><td style=\"text-align: right;\"> 47.17</td><td style=\"text-align: right;\">-3.09</td><td style=\"text-align: right;\">24070.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.92</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\"> 71.99</td><td style=\"text-align: right;\">-5.4 </td><td style=\"text-align: right;\">89075.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   9.04</td><td style=\"text-align: right;\"> 0.11</td><td style=\"text-align: right;\">134.51</td><td style=\"text-align: right;\">-3.44</td><td style=\"text-align: right;\">88186.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   7.12</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">122.55</td><td style=\"text-align: right;\">-3.18</td><td style=\"text-align: right;\">38673  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  53.83</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">168.98</td><td style=\"text-align: right;\">-3.42</td><td style=\"text-align: right;\">11308.9</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  10.28</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">124.11</td><td style=\"text-align: right;\">-2.9 </td><td style=\"text-align: right;\">96292.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  63.45</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\"> 37.4 </td><td style=\"text-align: right;\">-4.48</td><td style=\"text-align: right;\">37771.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 218.02</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">150.67</td><td style=\"text-align: right;\">-2.98</td><td style=\"text-align: right;\">18027.2</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  60.42</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">116.04</td><td style=\"text-align: right;\"> 1.06</td><td style=\"text-align: right;\">93320.1</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.66</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\">112.22</td><td style=\"text-align: right;\">-1.61</td><td style=\"text-align: right;\">17255  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   9.57</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\"> 36.58</td><td style=\"text-align: right;\">-1.71</td><td style=\"text-align: right;\">21203.2</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   8.53</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\"> 59.28</td><td style=\"text-align: right;\">-6.13</td><td style=\"text-align: right;\">20767.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   8.08</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\"> 50.14</td><td style=\"text-align: right;\">-4.78</td><td style=\"text-align: right;\">70032.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 438.15</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">106.11</td><td style=\"text-align: right;\">-3.98</td><td style=\"text-align: right;\">69665.2</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  32.08</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\">154.84</td><td style=\"text-align: right;\">-5.72</td><td style=\"text-align: right;\">16815.4</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "'<table>\\n<thead>\\n<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">   MV</th><th style=\"text-align: right;\">   dist</th></tr>\\n</thead>\\n<tbody>\\n<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  75.96</td><td style=\"text-align: right;\"> 0.16</td><td style=\"text-align: right;\">159.15</td><td style=\"text-align: right;\">-8.06</td><td style=\"text-align: right;\">14838.3</td></tr>\\n<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.57</td><td style=\"text-align: right;\"> 0.01</td><td style=\"text-align: right;\">145.06</td><td style=\"text-align: right;\">-4.3 </td><td style=\"text-align: right;\">44790.1</td></tr>\\n<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  18.54</td><td style=\"text-align: right;\"> 0.13</td><td style=\"text-align: right;\">175.21</td><td style=\"text-align: right;\">-2.58</td><td style=\"text-align: right;\">45156  </td></tr>\\n<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.17</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 92.34</td><td style=\"text-align: right;\">-3.47</td><td style=\"text-align: right;\">16061.5</td></tr>\\n<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  86.6 </td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">146.65</td><td style=\"text-align: right;\">-6   </td><td style=\"text-align: right;\">35631.5</td></tr>\\n<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 112.41</td><td style=\"text-align: right;\"> 0.06</td><td style=\"text-align: right;\"> 47.17</td><td style=\"text-align: right;\">-3.09</td><td style=\"text-align: right;\">24070.4</td></tr>\\n<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.92</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\"> 71.99</td><td style=\"text-align: right;\">-5.4 </td><td style=\"text-align: right;\">89075.3</td></tr>\\n<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   9.04</td><td style=\"text-align: right;\"> 0.11</td><td style=\"text-align: right;\">134.51</td><td style=\"text-align: right;\">-3.44</td><td style=\"text-align: right;\">88186.4</td></tr>\\n<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   7.12</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">122.55</td><td style=\"text-align: right;\">-3.18</td><td style=\"text-align: right;\">38673  </td></tr>\\n<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  53.83</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">168.98</td><td style=\"text-align: right;\">-3.42</td><td style=\"text-align: right;\">11308.9</td></tr>\\n<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  10.28</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">124.11</td><td style=\"text-align: right;\">-2.9 </td><td style=\"text-align: right;\">96292.8</td></tr>\\n<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  63.45</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\"> 37.4 </td><td style=\"text-align: right;\">-4.48</td><td style=\"text-align: right;\">37771.4</td></tr>\\n<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 218.02</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">150.67</td><td style=\"text-align: right;\">-2.98</td><td style=\"text-align: right;\">18027.2</td></tr>\\n<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  60.42</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">116.04</td><td style=\"text-align: right;\"> 1.06</td><td style=\"text-align: right;\">93320.1</td></tr>\\n<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.66</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\">112.22</td><td style=\"text-align: right;\">-1.61</td><td style=\"text-align: right;\">17255  </td></tr>\\n<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   9.57</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\"> 36.58</td><td style=\"text-align: right;\">-1.71</td><td style=\"text-align: right;\">21203.2</td></tr>\\n<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   8.53</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\"> 59.28</td><td style=\"text-align: right;\">-6.13</td><td style=\"text-align: right;\">20767.4</td></tr>\\n<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   8.08</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\"> 50.14</td><td style=\"text-align: right;\">-4.78</td><td style=\"text-align: right;\">70032.8</td></tr>\\n<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 438.15</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">106.11</td><td style=\"text-align: right;\">-3.98</td><td style=\"text-align: right;\">69665.2</td></tr>\\n<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  32.08</td><td style=\"text-align: right;\"> 0.02</td><td style=\"text-align: right;\">154.84</td><td style=\"text-align: right;\">-5.72</td><td style=\"text-align: right;\">16815.4</td></tr>\\n</tbody>\\n</table>'"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('objects.dat') as f:\n",
    "    first_line = f.readline()\n",
    "\n",
    "table = tabulate.tabulate(np.loadtxt('objects.dat')[:][0:20],\n",
    "                          tablefmt='html',\n",
    "                          headers=(first_line[1:].split()))\n",
    "\n",
    "table"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cee003e5",
   "metadata": {},
   "source": [
    "# Globular clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "8ac0ae0b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "param['Mv_hlr_from_data'] = 'gc'\n",
    "RA_pix, DEC_pix, r_exp, ell, pa, dist, mM, hp_sample_un, MV = gen_clus_file(param)\n",
    "\n",
    "Mv_DG, hlr_DG = read_ref_dg(param)\n",
    "Mv_GC, hlr_GC = read_ref_gc(param)\n",
    "\n",
    "hlr_pc = np.multiply(1.7, r_exp)\n",
    "\n",
    "show_plots(Mv_DG, Mv_GC, MV, hlr_DG, hlr_GC, hlr_pc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "9ce7b94d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<thead>\n",
       "<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">    MV</th><th style=\"text-align: right;\">   dist</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  19.13</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 69.8 </td><td style=\"text-align: right;\"> -7.17</td><td style=\"text-align: right;\">99093.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  45.58</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">118.39</td><td style=\"text-align: right;\"> -4.05</td><td style=\"text-align: right;\">11228.2</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.72</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\"> 97.75</td><td style=\"text-align: right;\"> -7.65</td><td style=\"text-align: right;\">40226  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   5.68</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">156.68</td><td style=\"text-align: right;\"> -6.61</td><td style=\"text-align: right;\">20468.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  13.23</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">149.49</td><td style=\"text-align: right;\"> -8.04</td><td style=\"text-align: right;\">39771  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.28</td><td style=\"text-align: right;\"> 0.11</td><td style=\"text-align: right;\">  4.6 </td><td style=\"text-align: right;\"> -4.43</td><td style=\"text-align: right;\">80542  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  19.89</td><td style=\"text-align: right;\"> 0.01</td><td style=\"text-align: right;\"> 38.66</td><td style=\"text-align: right;\"> -5.34</td><td style=\"text-align: right;\">41757.2</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   6.83</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">155.52</td><td style=\"text-align: right;\"> -6.81</td><td style=\"text-align: right;\">19651.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.16</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\"> 80.36</td><td style=\"text-align: right;\"> -5.06</td><td style=\"text-align: right;\">22502.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  16.25</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\"> 17.2 </td><td style=\"text-align: right;\"> -5.26</td><td style=\"text-align: right;\">42965.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.98</td><td style=\"text-align: right;\"> 0   </td><td style=\"text-align: right;\">170.48</td><td style=\"text-align: right;\">-10.09</td><td style=\"text-align: right;\">75156.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  11.41</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\"> 31   </td><td style=\"text-align: right;\"> -8.82</td><td style=\"text-align: right;\">18981.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.21</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">130.14</td><td style=\"text-align: right;\"> -7.07</td><td style=\"text-align: right;\">90761.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.64</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 77.02</td><td style=\"text-align: right;\"> -7.89</td><td style=\"text-align: right;\">18999.2</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.1 </td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\"> 44.54</td><td style=\"text-align: right;\"> -7.68</td><td style=\"text-align: right;\">10874.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   9.31</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\"> 14.99</td><td style=\"text-align: right;\"> -9.89</td><td style=\"text-align: right;\">30573.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   8.86</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">142.48</td><td style=\"text-align: right;\"> -5.02</td><td style=\"text-align: right;\">55319.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.06</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">123.98</td><td style=\"text-align: right;\"> -8.42</td><td style=\"text-align: right;\">69359.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   2.82</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">157.45</td><td style=\"text-align: right;\"> -8.27</td><td style=\"text-align: right;\">58536.7</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.47</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\"> 55.33</td><td style=\"text-align: right;\"> -8.62</td><td style=\"text-align: right;\">12512  </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "'<table>\\n<thead>\\n<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">    MV</th><th style=\"text-align: right;\">   dist</th></tr>\\n</thead>\\n<tbody>\\n<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  19.13</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 69.8 </td><td style=\"text-align: right;\"> -7.17</td><td style=\"text-align: right;\">99093.3</td></tr>\\n<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  45.58</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">118.39</td><td style=\"text-align: right;\"> -4.05</td><td style=\"text-align: right;\">11228.2</td></tr>\\n<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.72</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\"> 97.75</td><td style=\"text-align: right;\"> -7.65</td><td style=\"text-align: right;\">40226  </td></tr>\\n<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   5.68</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">156.68</td><td style=\"text-align: right;\"> -6.61</td><td style=\"text-align: right;\">20468.5</td></tr>\\n<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  13.23</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">149.49</td><td style=\"text-align: right;\"> -8.04</td><td style=\"text-align: right;\">39771  </td></tr>\\n<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.28</td><td style=\"text-align: right;\"> 0.11</td><td style=\"text-align: right;\">  4.6 </td><td style=\"text-align: right;\"> -4.43</td><td style=\"text-align: right;\">80542  </td></tr>\\n<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  19.89</td><td style=\"text-align: right;\"> 0.01</td><td style=\"text-align: right;\"> 38.66</td><td style=\"text-align: right;\"> -5.34</td><td style=\"text-align: right;\">41757.2</td></tr>\\n<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   6.83</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">155.52</td><td style=\"text-align: right;\"> -6.81</td><td style=\"text-align: right;\">19651.6</td></tr>\\n<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.16</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\"> 80.36</td><td style=\"text-align: right;\"> -5.06</td><td style=\"text-align: right;\">22502.4</td></tr>\\n<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  16.25</td><td style=\"text-align: right;\"> 0.04</td><td style=\"text-align: right;\"> 17.2 </td><td style=\"text-align: right;\"> -5.26</td><td style=\"text-align: right;\">42965.3</td></tr>\\n<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.98</td><td style=\"text-align: right;\"> 0   </td><td style=\"text-align: right;\">170.48</td><td style=\"text-align: right;\">-10.09</td><td style=\"text-align: right;\">75156.6</td></tr>\\n<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  11.41</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\"> 31   </td><td style=\"text-align: right;\"> -8.82</td><td style=\"text-align: right;\">18981.6</td></tr>\\n<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.21</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">130.14</td><td style=\"text-align: right;\"> -7.07</td><td style=\"text-align: right;\">90761.5</td></tr>\\n<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.64</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 77.02</td><td style=\"text-align: right;\"> -7.89</td><td style=\"text-align: right;\">18999.2</td></tr>\\n<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.1 </td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\"> 44.54</td><td style=\"text-align: right;\"> -7.68</td><td style=\"text-align: right;\">10874.8</td></tr>\\n<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   9.31</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\"> 14.99</td><td style=\"text-align: right;\"> -9.89</td><td style=\"text-align: right;\">30573.5</td></tr>\\n<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   8.86</td><td style=\"text-align: right;\"> 0.05</td><td style=\"text-align: right;\">142.48</td><td style=\"text-align: right;\"> -5.02</td><td style=\"text-align: right;\">55319.5</td></tr>\\n<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.06</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">123.98</td><td style=\"text-align: right;\"> -8.42</td><td style=\"text-align: right;\">69359.3</td></tr>\\n<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   2.82</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\">157.45</td><td style=\"text-align: right;\"> -8.27</td><td style=\"text-align: right;\">58536.7</td></tr>\\n<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   4.47</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\"> 55.33</td><td style=\"text-align: right;\"> -8.62</td><td style=\"text-align: right;\">12512  </td></tr>\\n</tbody>\\n</table>'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('objects.dat') as f:\n",
    "    first_line = f.readline()\n",
    "\n",
    "table = tabulate.tabulate(np.loadtxt('objects.dat')[:][0:20],\n",
    "                          tablefmt='html',\n",
    "                          headers=(first_line[1:].split()))\n",
    "\n",
    "table"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9593929b",
   "metadata": {},
   "source": [
    "# Simulation with flat likelihood in Mv x r1/2 space"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "b67aec80",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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/v+f2fuUrX8HKlStx2mmn4ZxzzsHLL7+Me+65x9UtLx147asfdu3ahV27dsUtv0466SRcccUVuPfee3HSSSfhrLPOwpYtW3DXXXfhoosuwk9/+lMAwMiRI3HhhRfi3nvvxZAhQ3DmmWfiueeew//8z/8A4DG/vDBgwAA0NTXZjjU1NcVFsPfffx979uxJWmwTLqSC1tZWXHXVVTjjjDNQUVHher0QzF544QWcc8452nOeeOIJ5OTkYNq0afFspOPGjcNVV10FIPU14+UeAfj9UVJSgkmTJuHGG29EKBRCc3Mz/vWvf+Evf/kL1q1bBwC49957UVJSgosuugi33XYbTj31VHz00Uf485//jF//+tfo6OjwVB/Axd6///3v+Na3vuWpLwRhgsQ2giAIgiAIgiCINJGbm4uLLroIjzzyCBobG9Ha2opRo0bhP//zP7Fw4UIAXPC4/fbbUVtbi//5n/9BR0cH1q9fj7KyMpSWlmLdunWIRqO4/vrr0dHRgXHjxuHPf/6zLTnBF7/4RfzpT39CJBLB1VdfjWHDhuGmm27Chx9+iEceecRze5cvX44+ffrg7rvvxuHDh3H++efjiSeewKJFi9I+Nipe++oHNTkCAKxYsQI//vGP8dOf/hR79+5FUVERfvjDH2LBggXo06cPAG6t9fjjj+PGG2/Ebbfdhry8PHz5y19GNBpFeXk5pkyZ4qn+sWPH4vDhw3j//ffj4tMbb7yB2bNnA7CSIyQrtq1ZswaVlZUAuDB03XXXITs7Gw899JAncXLkyJGYNGkSVq1ahRtuuEF7zhNPPIElS5bgV7/6FQKBAC699FIsW7Ysnowj1TXj5R4BgDPOOAOvvPIK7rjjDixatAh79uxBfn4+xo4da4t3N27cOPz9739HNBrF7bffjubmZgwbNgyXXHJJvM1e6gOA+vp6HDp0KCFJBEH4JcAYY93dCIIgCIIgCIIgCCI1Wltbce6552LEiBFYs2ZNdzenx9PS0oIpU6Zg4MCBCXG9RGbMG2+8ESNGjMCiRYviiQeuvPJKDBo0CPfffz/Wrl2L2bNnY9u2bZ5i0DmV+/bbb+Paa6/Fq6++CgD4zne+g23btsVjz3nlT3/6E66++mq8++67tthsS5YsQWVlJfbu3Zt0vLyezuzZs7Fjxw4899xz3d0UoodDlm0EQRAEQRAEQRA9kG9961uYNm0ahg8fjt27d+O///u/8fbbb2P58uXd3bQex0svvYQ//vGPuPjiixEMBvHPf/4T999/Pz7++GOt8HLnnXfGLcwA4K677sKKFStw/fXX44EHHsCcOXNw4oknYsSIEXj88cc9i1dO5coupO+++y5+85vfIDc311b2X//6V0yaNMmxjiuuuAKf//zncffdd+MXv/iFp3Z9Gti+fTsef/zxuHsqQaQCWbYRBEEQBEEQBEH0QK666ips2rQJe/fuRZ8+fXD++eejoqLCFtOL8EZ9fT1++MMf4l//+hdaWlpw8sknY8aMGVi8eLE2Q2l38IUvfAEVFRUoLS1Nuaw33ngjnpFTJFv4tFu2rV+/Htu2bTO61xKEH0hsIwiCIAiCIAiCIIjjnKVLl+IHP/hBPM4cQRDHLyS2EQRBEARBEARBEARBEESayOruBvjlrrvuwsSJE9G/f3/k5+c7nrtv3z6ccsopCAQCOHjwYJe0jyAIgiAIgiAIgiAIgvj00uPEtmPHjuHKK6/EjTfe6Hrut771LZxzzjld0CqCIAiCIAiCIAiCIAiC6IFiW2VlJX7wgx/g7LPPdjzvV7/6FQ4ePIhbb721i1pGEARBEARBEARBEARBfNrJ6e4GZIK33noLVVVVePHFF7Fjxw5P1xw9ehRHjx6Nv+/o6MD+/ftx4oknIhAIZKqpBEEQBEH0IhhjaG5uxsknnxzP7kYcf3R0dODDDz9EMBik//MIgiAIgvCM1//1ep3YdvToUVxzzTW45557MGrUKM9i2913343KysoMt44gCIIgiE8D7733Hk455ZTubgZh4MMPP8TIkSO7uxkEQRAEQfRQ3P7XOy7EtiVLlrgKXZs3b8b48eNdy7r99ttx+umnY9asWb7acPvtt2PBggXx94cOHcKoUaPw3nvvYeDAgfaTf/IT4O67TQUBt92WeE4oBFxzDbBhA/Dcc9bxSZOAkhL7ubffzn+a6nDjttt4GW1twD33AL//PT9+9dX8509/mtjedOE0NpMmAQ0N7nWrZdx+O7Bxo/1a0/WXXw6sX2+9z80FjhwxX6Or67bbEssJh4EnnzRfJ+b31luBHJfbSi27Xz9AsqrEpEm8jAkTEss7cgT4+teBN94AzjoL+OMfeR9l2tqA//ov4IUXrDIAYOlSYPly+3io/UoGtb7584Fly+z1u40JkDgucvtEHZs2AR0dQHY2UFzsvexU++S3nupq+30m43UNdhWp1u93rMaNAxobrfehELB1q/92mO7RdI+nWk8oBLz88vG37tyeWV5xK0duY1ub83M51fsolXZ2I01NTRg5ciSCwWB3N4VwQMyP9v88giAIgiAIA57/12PHAXv37mVvv/2246ulpcV2zYoVK9igQYMSyho3bhzLyspi2dnZLDs7m2VlZTEALDs7m0UiEc9tOnToEAPADh06lPjhtGmMAfrXtGn8nNZWxiorGSsqsj4LBBgrLLSfX1jI2NSpiWXorvf6KiribaisTPwsGuXHp03jP1tb9QMg6lfPa21lLBLhdRQV8fLkMtSxKSri/QuHGSso0I+V2/hOm8ZYSwtjZWWM5eXxchYt0re9spKPs2lspkxxr0stJxDg772sgXDYfWx186J76eoNhxPrcxoDUYapzqIi57Z6Qa0vHHYeO6dy1PaJa3Xz6qdsxsxr2kuf/NTDWOJ9m5PDj0UiifX6aVc6EfUOHuztvjThd6wiEXt94rlseraYxsdUr+melvvsZ6xTeY76JZV1l+qa9VqOei+Wllpzpq7vdLUpmXaqdOF95vj/A3HcQPNEEARBEEQyeP0f4riwbDvppJNw0kknpaWsP/3pT2hpaYm/37x5M8rLy9HQ0IAxY8akpQ4UFwN1dYnHAwFupQbwb+8jEW6RJVxZGePnyMRi3FIiELA+Lymxrq+oAKZPT7T4ceLAAX7N9u2Jn23aBKxZwy0OqquBGTN4fRUVdouD6mpgyRLepmee4cciEX68qso6r7ISyMrinwG8rGeesfoyZw4/LsqS2b6dlyXqbmsD7rgDeOmlxDHNzeVjXl3Nx7RPH+sc0ZeNG/ncRCLA/fcD+/cn9r+jw/5eba+Yv4oK/nPjRmt8TNfJiHmSx0ylooJb30jrVAtjvH6ZrVsT31dV2du5caPVLlGG2k7Bjh18bkxt9YJa3wsvJNbvhYoKPj8PPwwcPAgUFPD3bW36Pqhly+vAz5r20ic/9ehoa+P3enY2f6/OWbJjnwryeAjke8ArTmOlY/FiPg7qvZWTw4/HYrycqir+bAH082a6R033tNpntzUgqKgAamut5zgAPPKI9b6uDmhv58/CVPE7lmo7RRm6Z5YbR47wvwdbtwKjRwOFhUBZWWI56r3Yt6/+b416rt/+uOG3v8nMPUEQBEEQBEEkyXEhtvlh586d2L9/P3bu3In29nZs2bIFAHDqqadiwIABCYLaxx9/DAA4/fTTkZ+fn55GqIJZaSnfcLiJMoEAMHu2faMG8A3lkiX6TUNODhfHxOa+rc0SdAIBvhlqbOQbVMGBA3oxULQHcN94qJuk+nr+Ul2GxLkC3QZoxgz75iwvjwtNqtCjCnkAkJ/PN7JC4DAJgNEof19Xx92Jbr6ZC3eqQCPEDqf2ApbYaRIlxXnqJlzgtLEULqKqa9rYsYnzK+ZLtEPtz8CB9r4vW8bd9FTxtr5e3xa3tnqhpMS+3mQR0Y94k5PD51fcDwcOWIKLTtz0K6T42fibBJu2Nrv4Lfqtbtq/+U2+/mREnZnY9KuCcyDAhXUnMVAVTQYPBubN8y/SOIlbOsS9pcM0R7pjpnKcRJhkxJ+cHP6lgZizQICvTZlHH02P2OZ3LNV2prKOZsyw1vX+/Vxs05Xnp43qfSvuH68itRN++5tJ4Y8gCIIgCIIgFHqc2BaJRFBbWxt/f9555wEA1q9fj7KyssxWLja0999vP963LxfEdCxcyIWOrVu5CHLbbZaYIDYrkydbmwZRR0MDF5mysvjnsvWX2FRPnMjLyM7mYk1WFhfdTEkhSkvtG1GnjYe6oYrF7HGW1HMFug2QWtbw4XZrP1G3ThA6cICLFsISRm5zbS0/plpVrF/Px2zJErsYFgjweGgCLxZKqjDS0cHHWVzz5pv2TarMxImJ9QghJBDgc3boEHDuucDq1dx6T9cmtR0AFywnTOC/y/Ny4AAfx3CY90WUsWGDvW35+bzuZDb1KjrLn6IiYMwY3t+ODn8bbN3aXL2av9+wwYrZNmmSPyHFj0hgEmyqqxPnWrdp12W2E3VmYtMvrw9Z+Kyr4+thzZrEcVeFkHHjkhNAUrWoMrVJnqN0iXlqn1XrWhNqH1euTBTc0oHbWCYjqnpFZzWbTBtN57a18bXYXZZlqQiZBEEQBEEQBOGXLnJr7XFo/XCd4kb5iSvU0mLFMAuFGLvkEnsZujp0scBMsblMMcuKiqwyIhF9vBvRBhFnbcoUfVynrCx9zDYd8thEozzGj1yW6Ft+vr7dgNVup3hs6vmi7mjUiilUWmr1KRp1j/mji0GnXjNlir4NIhaVqd1+Yhg5xZZz6r8YAznWWyDA25Zq/CJ5XtU51fXda3/drnG619R1JfcrHTGbdLH6vKybwYP197if/jmdo8Z99NJGdV2YzutKdH03PZNSWbNqTL1o1F850ai/69MVLywdzxITXuJBpkLnPdGEAYnPKMZYU1N6q0uAYrYRCjRPBEEQxPFKR0cHO3bsGGtpaaFXN7yOHTvGOjo6jPPTo2K29RhUt6u8PG65VlFhdg0zWbGIb/gPHOCWScJapqHBXoe4ThcLzGQBVF+vt7TasYO/nnmGX69zXZX7EQjw3yORxDJLS4F166z3JisxcVxYJKkutKGQNRYmhBWCbCWxfbu9nIICy9JEjZ0nLP4Ys65Zu5bPnzx+y5fztsjWhKo1hDhXHnM1Dpzg+eet9ur658eqySm2nG6+J0604oLJrqkAj8d0++1WFtNkYpAB+phfAjFWyVhxuVnOmO41dSzq6/m5wnomVTc7INEyKhzWW/ao8yXcM4XValmZfZ156Z/TOW5WvcIKVJ5fcW/IqBaQXY1pjiIRvp5Fn8Wzx+98ivIl62gA/LkkXNp1qPeIsFB2s+4S18mWn6lYdUn3UzMGIIjD/Lh0bzU3A0klwVy92orZNm6cZU2aLkpK0Fz3AmbiSdTgWwhJlmWNjUB5ObBqVZJt90I67n9CywMPPIB77rkHu3btwplnnolly5ZhkmxFLrFr1y788Ic/xMsvv4xt27bhlltuwbJly2znlJWV4dlnn024dsaMGXjqqacA6LPYDx06FLt3705PpwiCIAiimzh27Bh27dqFTz75pLub8qmmf//+GD58OPr27Zt0GSS2+UEXmyori/8Tr4oKy5fz3y+6yH5NcbFzsPf2duc2yIKFLh7OjBnAu+/arxk8mLsNyq6bpkQJstgn1+W2EXOKp2YSZACgqcn8WW4ucPLJPM6dEAjEZkneeAcCwPe/rw+6DugFTCAxQcH+/ZZQIzbzqvDT3m7FghOily6OnSyITZxojqGXrBubHFtuzRrepkcf5cdmz+btM417YyOwdKk1lsnGEHNKvLBpE/+ZjOuW26bYJOAJAUmginvJiooyunnQlaE7zyRke+2f0zlZWdx11+RCLgvton3V1cArr9jPMwnH6STZeejOmFvJ3iO655/cdr9j0Xk/NbMTMBOrUINyhPBu/N5KSbTKzbV/gZJuKioQBFBTtwLlH6xDzbUjEYIltNXUZFBoIzLG448/jvnz5+OBBx7AxRdfjF//+tf40pe+hLfeegujRo1KOP/o0aMYMmQIfvzjH+PnP/+5tswnnngCx44di7/ft28fxo0bhyuvvNJ23plnnolnxP0IIFuNyUoQBEEQPYyOjg7EYjFkZ2fj5JNPRt++fRHQhachMgZjDMeOHcPevXsRi8UwduxYZKkGCh4hsc0PuthUJuFr/36+ySottZchBAdTsHfVsqSggMf00gXNN8XDUeubN4//Lm/6hMgji0fCQkYNrg+4b8RMG2EnQQbgAf7lrKGhEPDRR1wIO3KEW6QJQVPGq+gBuAuYOhjjcxGJ2DfVbW2Jol51NbeUE/0sKOAvkdhB7X9+vhVk3Ws2UCcBKieHB2eXv+WfPt153GWhIlkRw5SR1Smr68KFiZk4/QpeOgFPiBZy/L50ZKJMFt18eR1nLwKles7kyVacQtnqLifHbgUq6jWJ4F2xWU12HtIZc2vWLHsyllmznM9P9h7RPf/ktvsdi877KbhxI2pO34ryP69HzSkRhKaMQeO+IMrP34KaOc8imPc9dPufd52QGIkgFAFqGrnAFo3yx1ZNDX/0Ez2Pe++9F9/61rfw7W9/GwCwbNky/O1vf8OvfvUr3H333Qnnh0IhLO/8MrKmpkZb5uDBg23vf//736N///4JYltOTg6GDRuWjm4QBEEQxHHBsWPH0NHRgZEjR6J///7d3ZxPLXl5eejTpw/effddHDt2DLnCI8wnJLZ5RWwcZHSiwvLllnjEGPDaa/ZrNm1yDvbe0cGFG0F+Pt9ET5rE3RJ1GTMBYNo0+6auqIi/2tt5PRdfzM8VbpxC5CkstG8iGxv5MYBvQL0GOzdthIuL9VZdqogIcHFgzRpuQSeuEaKXEGhEUggxFqtXu4s1SSrRWisfnYgixqihAfjXv/gYikya2dmWO6ng4EH7ez+bd3UDu3Aht1JTxSt1PkaPthIpqEKFarHZ1saFTl25un6bgrXrxku2SExW8HKzGgP42p8zJ/VMlCqpCHZexSIvAejdMm7Kc6ZagapJGgRyApF0WAGa8DIPukQxJSXA4sXWvZ+KcLt4sdkSVofb3JnGSxWk1XVpGgtTedL9FAJQ8wOgvPwRRHfWonLFSNTgcoSW7wQKDnW/y6TDvRIKcaGtrIx/R0RCW8/k2LFjePnll3HbbbfZjk+fPh2bhHVzGnjooYfwjW98AyeccILt+LZt23DyySejX79+uOiii1BdXY2ioiJjOUePHsXRo0fj75uamtLWRoIgCIJIJ8laUhHpIy1zkOZYfr2GhKB3amDqoiJ9kGX1vIIC63cvQawjEet8t+vkgM+hkP2acFgfiF0X8F+tz2tb5TZMmcLrnDrVPi5qIHHxmjo1sS3iWrlNIjlEKkHBTUkEcnKc319yibe+y0kn1Dq8JHbwE9xcnVN5bHSJLkT9LS3m4OC6BAqmclPFlOihK8pNJllDMvXIyPMQifD7oQsCtBvbYErEIpKdRCL8PK/rKpkEFF7mwSkZjZ9yUkX3fJPHyS3phduYmK7THTeUVV/PT6vH5PTfV6ngcK/EYnw46+v5z1is21qZET4tgfc/+OADBoA999xztuN33XUX++xnP+t6fWlpKZs3b57jOS+++CIDwF588UXb8dWrV7M//vGP7LXXXmN1dXWstLSUDR06lH388cfGsqLRKAOQ8Ort80QQBEH0HFpaWthbb73FWlpaurspn3qc5oISJKQb1RJkzBi95YCwWBDupiJov7BocLPGUK2gAMviQbV26OjgZakWKoAVvFu1mlAtLUaNAkaOBNRgxG4WJ7oYZqKfkyZZ591/f2IZgQC3tJNdZgMBXpbOOskUc82rdZLO/Rfg7RSut4EAcMoplvWXKN8J1XJDWATKyFYzchsCAW7WIaxfnCxrjhyx4uWJratonzgm3svxy9T16eSGqsY6M5WbKul0BTSVC/D119Zm75fJGsyPFZff9qtrZMkSbr3ZlThZYzpZBwrk+Xey7PNq9edklSfmYvly53aI6zOxRmV0cfaAxH46xRH04BYatw7t6OAu4Nu3J5Ynt6WuDqivR+ODa1BZmYP6ubWoXBG1Yrh5jQWZSQz3ihyjLRTiP+X3RM9DjSXDGEtbfJmHHnoIZ511Fi688ELb8S996Uvx388++2wUFxdjzJgxqK2txYIFC7Rl3X777bbPmpqaMHLkyLS0kyAIgiAyxYMvP4jDxw53eb0D+g7ADRfc0OX19iZIbPOKl022vGlXEeKcyY1OF3NKIOrTiTsmQWjyZP5TFiC2b+dumJMnW+JafT0XtUx1qri1Qbin1tfrY8gJAa293e5CKrIz6gTNqip7TDS3Nqrk5PA6ZSEhJ4e3YdEi4IUXeDn19Xaxzc10VN1gizaJ30WmSrHhFoKGzgW0utq8MZ4xQ59dFuDJKmTBMFnxSl3f6SpXRXa5FS7O6RAF1Eyk69fbM5ECZuHDj2uoFxdPme4K6u8mILrFlFMR4s2GDeb+uPVVbZPOBdwtw63q/pwJ4VbG1CenLzH8tMWU9EXG4PrbuH4Hyqe/h5p1hQid8k3UDPolyv/7MdQcuQYhr7EgM4nmXmluThTWZMEto9lIibRz0kknITs7OyED6J49ezB06NCUy//kk0/w+9//HlVyfEUDJ5xwAs4++2xs27bNeE6/fv3Qr1+/lNtFEARBEF3J4WOH0XSUQh/0REhs80pFBRcHRMbHjo5EyxnTRlHefJk2b9XVPIiNoKAAOOccXv7kybz+GTOcxR1BYSFv33PPcRGrsZEnGtixg0ej1okacjlFRTzGlxDM5JhybgKTOC5bRgFAXh4wfLiVWXTGDHv9wsJr3brEDau8aVNjtnmNKSfOW7aMWxu2tXHhIDubWxpVV9uzuIqg806oG+zZsy2LQjeBo62NW7AIcaiujlu+iXhO8nVbt+rrD4e5YKHGVksGES/wkUesvuniBKaKGANZWBCJN1IRBVTrPCC5IPZugpibpZJKVwhCOvwIiE5Cv0CIN6YEKoB7X720SRX8Bg/mwm9WlvUcFPgVPpPB1Cf1WDraova9qIh/4SBbHnbGVmzGAJSjBjUjIgiFHgGQg9DP56Hmpdko31iDVZiJIDvctRlbVTT3SjCoF9RCIRLaeiJ9+/bFBRdcgLq6Onz1q1+NH6+rq8PMmTNTLv8Pf/gDjh49illuCUzA47G9/fbbmCTiThIEQRBELyOAAIL9Mv/PUvPRZjC4eHhpuP7661FbWwuAJzEaPHgwzjnnHFxzzTW4/vrrbTHQXn31VfzkJz/Bhg0bsH//fgwbNgxnn302/uM//gNf+cpXek0GVhLbvJKTw4WZWIxviCoruTAhXEOXLk10fVI3S4A5k2Lnwoxz4ABwySX2zYp67axZvE2qe2IoZHcvLSiwl93WZn8/ciQXikRw+/Z2e6Y+gNdbX58oSAmBSW2DbBkF8OyiO3bwckWwc7kvxcW83sJC3vf8fCubpxeBw6slT2cWtDjPPw985jOWuy+gD66vw09GVJXq6kRrNZM1yrhxesu2nByeJdaL+ONlfLKyrPV9552ZdXnMhMVXssKWep0QQnXj5DdxQFcIQjr8jK/6JUFOTuIzQpSTnc3P1fXHra9qm2pr7QkQJk/mYro8F/PmObs/Z9pqy08iilTboq7DOXPsZUrWm0Ec5oLatB/ZighNG4tVGy9HEIe7Vtz1QTAI7X0UDNK/Iz2RBQsWYPbs2Rg/fjyKi4vx4IMPYufOnfjud78LgLtufvDBB3j44Yfj12zZsgUAcPjwYezduxdbtmxB3759ccYZZ9jKfuihh3D55ZfjxBNPTKj31ltvxaWXXopRo0Zhz549uPPOO9HU1IQ5c+ZkrrNEnPHjAcWgMeMMGwa89FLX1kkQBHE8EewXxIJifaiEdHLv8/cmbUn3xS9+EStWrEB7ezs++ugjPP3005g3bx7++Mc/4s9//jNycnKwatUqXHXVVZg6dSpqa2sxZswY7Nu3D6+99hoWLVqESZMmIT8/P72d6i4yFE+ux5MQ9K61VZ9MwCmAf2GhFVRbBEefOpWxsjL+WVGRdVy9FuCfewlALh+PRs1JD0wvNbi4Gtja1DZTG9SA/Gp7ior4OITDPPB4ZSVjixe7t8sJr8HS5UQATn3LNE5jrM57Swtvd15ecmPDmLfxyVTyAsb0ySTSHdzea4B+p+vURBFqu7oiKH868NNOL/d7OvrrJVFIJJLcHPYGvKxft3OSvQe6Gq8Jh/xwHPX905IgQfDLX/6SjR49mvXt25edf/757Nlnn41/NmfOHFZaWmo7H0hMUjB69GjbOe+88w4DwNasWaOt8+qrr2bDhw9nffr0YSeffDK74oor2Jtvvumr3Z+2eUonI0b4+zczHa8RI7q71wRBEJlHF5T/Z5t+xqLro+xnm37WJW1Itr45c+awmTNnJhxfu3YtA8D+53/+hx0+fJideOKJ7Ktf/aqxnI6ODr9NzgiUIKErqa5ODLAP8P8BdC6TLS3cSigW48eE25TKHXfoA+sDvL6pU4G+fS0LCp31hBr3R9dOJ4Tlixd3MsGYMYkxyFQrH1Msoh07+EsEHI9EeHmmdnnBqyXP6tX2ZAOyRZsTfi2a3M4vKYm7hCWwY4c93lhuLne1FGVu2MBdPhsavMc78zI+XpIMJIvqQhiJWBZScmB4NZadH4tBN+sidU7UesTaEOjGqbtisPnFj0Wdbi0Kq9ziYn6fPvecPsaen/tCbtP27YnPKca4pWmmE0h4bbPfez7Vur1Yx5nO8RIPL92kMj6qy2w6Ysz5cZ0m0spNN92Em266SfvZypUrE44xee4NfPazn3U87/e//73n9hGZIyuLRwjJJLt28X8RCIIgiJ7JJZdcgnHjxuGJJ57AiSeeiH379mHhwoXG83uLCykAIDM6YM8nQa00WX+olm2BgH/LsqIiZ4sPP1YlajsLCryX7WR5Ego5ny+O6awL5GPq2AjrKZPVYLot29RrdH2NRFIv3+18MSaDB+vb4GRVppYdDrtbusjja2p/a2ui5V+6LLfUdTl4sH29yP0pK7OfG42mpw26cVPnyG3eMmnZlgnLHK/WUm7zbup3suOhe9Z0laWg1zb76ZvXucvU+vFabjrXWCp9Mf2tScWaNpOWuT4hi6meAc1T8gjLtq6wNuvKugiCILqb3mjZxhi3SD/99NPZT37yEwaA7d+/P/7Z3//+d3bCCSfEX3/5y19SaX7aIMu2rkRn/TF4MI8ppFrI6GKemZBjr23cyANS6KytVCsaYVWgxjwqLrbH/fn+962yVWuS3Fygf38eE2zhQuCyy+zWBnLMOZ21kZqwQWTV1FkX6Kzc5JhCs2fzOHiCwkLg+uv9J0DwGhurrY1/VVpYCBw8yNtTUMDbsXhx4vl+LJpEDD6n82ULFTWphlusJbUtIp6bzppDjcclx6PzYpmSLsst1Wpu/37LkkXtz4sv2q995BHr3FRQ63nhhcQ5Wr3aOle3jjIZgy0TljleyszJsZKEeI23JtaFelzERPQay66hAWhtBXbu5Otel3gGSK+Vmdd7WXeeqR1e5y5TlpFeyzW1Mxlrv+3bk++LmH811meyMeaEFa7McRivjiAIgiAI4tMIY8xosXbOOefE47mOHTsWbbrY0T0UEtu8IgWnBsA3BjffzH+/7DLLdQfgweULCuyiWWkpz+S3aZOVUfO55/jmctMmnvnxz38GvvQlXo+KuhHRZT5dt87unqdumlR3ziNH+Ku+ngtpqqA4erTdHUndPOrcDjds0G/AZBfIsjJ7hlMAuO02/tnWrVz8W72ai4FtbbzdbptAvwHK77zTLu5Fo8CiRbyNM2Yk1uUn+L7O5dh0vui/cA1Vx0WHyQVVt+FV3bUOHrS3U914Zyp7pujP8uVcaJPbq64jub3pQrcZb2mxvy8pcV9HmQzKnwkhxo9g5NQv07pwElG9jqP8XBIJVNRr0ylEmvqijov6xUVJibkdXucuU/eX13KdsmF7GV8vGbe9IOZfDUWwcKG3572uXfLfzXDYeuZkwh2YIAiCIAiC8Mzbb7+NwsJCjB07FgDwzjvvYMKECQCAfv364dRTT+3O5mUM+o/TKzrrj46OxA0KYM8EKlsSqf/gy5vMtWv5ZkHeMJSW8tfzz+sz4akbHsa4cKfGPNIJXSJumrhOWPXIgmJ9vT12mIoqQK5fzzc5gUDipk/epMmx2gRLl1rZS+vrueAlYkKJ46ZNYDKbqUcesb9fupSPj6kuPxZN6ka7qMh8fk6Oc1ZTXd8qKuwWIQLdhtePRVltLfDmm9776YQuPhrAs8wKsU20V+5/W1ti5tVZs5Jrg4y6GVczbjrNUVdt1jMhxOjKTEa4Mq1/JxHVK16EqnQKkaa+OMUVNFnz1tZa61bgNHcVFfzvhnj+yBmXU8Hr88m0xpKx9gP0Gbf9oIq88t9EP6Kq2q6cHGtMKZYbQRAEQRBEt7Fu3Tq8/vrr+MEPfoDp06dj8ODB+OlPf4r/+7//6+6mZRwS2/ygbgymT9dvUOR/+seMMf9jr25wtm61f963r2V9pW74J060iyiAeZOncyUcPZonbxCbrrY2vpFsbLSuYwx49lmzpYG8oRFkZ/O61CD+Jos301iogos4XlubKHakYzPV0mKvkzFg2TL+uxfLH8Cao3/9y3581iznzbSu/RUVPHnG/fdbFpLCmi0S4WXKrsr5+cAtt5jdHk0WZbKF3I4dXHT0EoBdFih0x2Qx8JlnLCHZJEKLOqdPt9dbVKR36zW1T3WrFuWrm3FVHJkzxzxHXbVZz4SLqq5Mnfu3G6b1L46rrvPFxd7b6EVk1FnRioQafsVPU1/UZ5Duiwu1HXKyl3CYl+00dzk5fG2KZ+8dd/Bnptdni0nwlfsknyusqMUXNkL0VteYV6FXPW/OHHPbkxGpkxVVndrfU5KaEARBEARBONB8tBn3Pn9vl9STLEePHsXu3bvR3t6Ojz76CE8//TTuvvtufOUrX8F1112H7Oxs/OY3v8HVV1+NL3/5y7jlllswduxYHD58GE8//TQAIDs7O11d6XZIbPOLvIFoa9NbcXnN6KhuEMaNswQJJ7fRZ57hAsSSJXpxQUWX+W3HDmtzqLMmks9dv94sNKh9mDSJf65a7ZWV2cdq4kS7iKcTD03tUa3tktlMqWKVjgMH/GXIc3KxUnGLfVRdrW+f6Jta5sGDfNOurjNdbDjZoky1kPMT60kuU3dMIIRkLyK0bjPvZOWns14RCGvRNWsSRRKBiLvoZqloWl/ptHpLt4uqqW1ehBW//VLXo58sQl5ERtX60c3aNRm8jIspoypjlvWzG8k8r/wIvvK5spjudJ1XodePIJyMSJ2sdadTuzLluksQBEEQBNGFMDA0HW3q7mY48vTTT2P48OHIyclBQUEBxo0bh/vuuw9z5sxBVlYWAOCrX/0qNm3ahJ/+9Ke47rrrsH//fgwaNAjjx4/H73//e3zlK1/p5l6kDxLb/CCsKWRhSghWEydy0eu557jVmLAQW7/e7IqpbhAWLODx30TcsgULLKuwV16xb9Cef567faquejpLI1OQQbE5VK2JZA4dct4YLlzIN76izbLlhHydsHgTbWtv14uHOldCNf6d2oZkNlOLF/M26dwxZUybYZ0YoXPtBbiFjIpb7COnmE+mMp1EIJ1FS04OF7N0CSt0ZTtZcZosO0WfnIRkGadNs9Pm3TT24v4zBWSfNy81AcBNUGhr49ZLjz7K38+ezWMDdkXMKFPbvAgmfoUSdT3q1qeMXzFPtX5M1lLJqV4v42KKNQdw8a2qyr0vbs8rt2eLW59N94LTdTqhN5nYfqZ2eJ2nZK07ndqVyaQmBEEQBEEQGWZA3wE9ot6VK1di5cqVns4dP348/vd//zeJVvUwMpQptcejTedaWckY3zZYr2nTrM8CgcTP5XPckMsIBBgLh81lVlY6nx8IJJ4jv8TnTm0PBBgrK7Mfi0ad26wrUz4umDbNXu7gwfyc1lb+qqzk51RW8jqdylLPb231Nt7qtbrx1tVn6p9pHNUx0/W/oICxKVP4uZEIY0VFieWEw1bfdGtRbqeufbpx8jp2kYi9rkhEX4d6XmEhP97SkvwcmcZMvq+83n/JrBVxzdSpfA6mTLGudWqTaJfTPGUSt7al81q3+z3V8wWtrXwO3O7PTNRrunfke9VLmW5rUG1jNGrvs9sa8vLM90KyY5Wu63swXtPBE90LzVPyjBjBb+0RI3pXXQRBEN1NS0sLe+utt1hLS0t3N+VTj9NceP0fgizb/KD7Zl4XYFrFLb6QsCBYvtxuCaC63gkKCoCVK4Hdu83nmyyNREBrYYk3fTqPrxSJ2DOlihg/ra32wPJqe0zWCyaLN3ncnLIYqtZBgDmouLBqEOOoyyZqQhfryItrbkODvd8NDcBf/8rfr1zJYzKZxkz0X3bxOnCA1wXYrWUKCvhLtYhSA63PmmVOoCHmRbVW6ujgffRiXaRzE9RZjKiur7NmWeObalwqJ4sg0ZaGBh4zT1iWqucl46oprpEtmdatc28TYA723xWk4j7ndK0paQfg3Xoo2Tha1dV2q9eyMn9ZJ1OpV2fpJzKRqslmnHBbg2obH3nE/jyRM23qkOdCPM83beLPtA0bvFnf6drhd92SRRlBEARBEATxaSZTSmBPx5Nlm2xptHix/bPS0kRrKS9WUrIVgmrN4PTyYtkmrCT8WGN4sdxJxrJNWHcUFNjLnzJF3w4vVhJdaUmhzk04bPVLtUrTWQWZzkvFGklGNxZq2Wr98npW8doutcyiIqu/bhZl0aj9WtUi0KtVWiqWjk7oxsCtLtXSz80qyYRajxdLwXRZfKrXpuM+01nlemmnV+vGVJ4Rur6nWq8O0xir5Xl5nrjh9LfL6ZpPqWVaqpDFVM+A5il5yLKNIAgiM5Bl2/EDWbZ1Nbpv6oV1wIYNieeLeGgm6wCdRRtgBW1fuJBbaZmSF+jOX7pUb0mgi5UmcLJacLOOMVkvmKwiVOuTc87hGU8FHR36dnixsujKrHOdAR4T3ldXJ8aA01kUOcVLS0cwb928VFfby1Zxii+YapBxLzHAhJWe/F5YOwLerdLSnWhAoBsDt7rUcZYtsfygjp+c3dU0nqmMg9O16n22fDn/3U9yCDXhgXjGucWHSzXrZLLx6rxYVaoZmN3Gw2tMvfZ2HvcvlWeCOhZO97raL7JMIwiCIAiCIAjfkNiWDtragL//3X7s738HjhxJTE5gCq4uk5/Pf+bkeNu8ykHedZsn+Zgs/gmSDVgv2qhz4ZSzi8rlq5ny8vLs5ZlS/XoRe7oy69zkydyVUNQlXEDVTW1RkX3M5ID5jAGlpXwMJ03iYunddwOFhfzc2bOT3+Dq5mXiRJ4YQrgIt7cnun2aBEqvG281y+usWdZ1qQih6cz6mSzJiA9qooA+fZJrtzp+JpfxrsDNBdwLasIDgVtfUs066UWA1K3V1avN9ercjNeu5Z851bVhg72eDRv06xzgz8VURC/VbV30xYlMidZuHA/3OkEQBEEQBEGkCP0H6weTJUJ1NdDSYj+3pYULHHK8MxFrx2TRlpPDP9uxA4hG+THdJkmQl8cFGj+bL3WjLGKCtbdzcVC1jHPacMmbItU6Rc4uarJ4E+MkCASsOHK6TIFyjDI1bps4R9SRaUsMua7iYt626dN5mwIBa8M/Z469jdXVdjEqFuOC3KRJXGiTLViyslLfZKripsieCwC3386tcMS8OQmUXjfeIsurOgfqutNlbtQJdUKcvP9+KyOtuB+8Zk9MF37Fh7Y2u9ieigCsCkles7t6baefcRNzunw5F9qA1AQ/PyJ5V2SdTMaCUdTrJICq46x+EdPR4RwbLhUqKvh68XKvdzd+M+ESBEEQBEEQxHEIiW1+MG2mTJtMNcGBsNqaPl3vGqpuvoRFhRpwX3Dbbf43/+3tluXUyJHchfPAAS5oNDRYG/i6OqC2lotFps23yTKPMW49tWZN4jWq6CIYPJgLCCZ3spwcLj7FYvzaO+7g4yn3vystMeS6ZIsWAAiFgKYmfWII3VrZsYNfX1iYurXSkSNc5BWJKYTwJ1DHd80aSwCQRcNkxSrTHAjho7aW91f0GbDO1wl1qjgp0I2Nuklvb08srystZJyC+TthSkDQ3s4tIgF+fPJkbjnnJiy5iWl+xQ15jnVu0H5Jl0iWrvvfqT1OY+kmGqrjLJ7DArFWM2EBmpNjv9cz9WVEOgRvP6JlcTEfa/k+ICs4giAIgiAI4nggUwHlejq+EiToEhwAjOXmJp6vlgEwNnhwYhBswJ5sQP2sqMh/4Hc1WHthYWI71Hr8JE/wck1rKw98LydGMAXwVwOBpyt5gK5NXgPJewme7jQOurmU59RLQHKn9qqJG9Q1KL+mTk1sW7oCoos2Tp3K2zRlCn8/ZYq/dWwaW13b1HN1a8xtDMX6LCrir0gk+QQLya5XP0lHvKxdt3lNtp3JJGBwGvdMJLVIFbVd0ah5LN36pj5fdfd7sgkcBN2d1CATyTN0z1Dd31s/45Xh9UaB93sGNE/JQwkSCIIgMgMlSDh+oAQJXc3ChcCKFUBjI3+/fj1w5538X31hldTRAbz7Lv/8yBH79VlZekuF732PH5cD6wuXU4D/XLfOnkhg1iz/3+ALqxjBwYN2l0fZNU2gWhaorqOCQIBb7uTkOFtNCAs14RIIWBY/agB/1TIkEzHZ2trsloZ1dXwM5H64WQGZrPV0VhnCQumRR4Bdu+xrZNQoPq8iptrChdyqS7UScbJE2rrVXp8ov6iIr02xdgHeDpl0JpjQWT2uWweMHm0/b8eOxEDtpjUmCIX0QejVeZDXmNofJ5fwykrrvKqqRAtKryS7Xp0saNXjXqzS3Oa1K2MdOo17V7oOerXA0lmjmcZSZ1mnPl8EgQC/102x2PwmcBD1dmWSGB3pqN/N0lENRSAw1acbL4BcVQmCIAiC6BGMHw/s3t319Q4bBrz0UtfX25sgsc0PS5faxQqAiybCtTEQsJIb6OjoAC6+ODEG24YN9mym4TB3+RGbv5wcLkjJYtuGDam5+wE8Vtv8+VYWPSGYvfuuXfiT42vJG5dAwIoB5qcd6obo3Xf5prSjw3KtmjUrcZOVDnczdZPd3p64EVZdLUW/N27kYyFvJpcvB26+mW/UNm2yx67TCRc5OVzMyc62Z9oEuMgn5h6wu6c+8wwfn6wse6w/dYMpu+LKjBmTKLZt2WIXrNIpuug2xIwl3j/iXBl1jZWWAu+9xz8bNYrfB42NiUHo5fWxfXtiVtiJEy3xUp1HJ5fwZAUL1fWzoyMxzqAO0zzojntxuVMFy7Y2e3xGNXGG1/sqGYHMj5CYTtT7vqODrwW3tqvtAuxfULjdI6orMZCYPVom1dhwXSmc6khH/W5jYPpyw1Sfaby6U5QkCIIgCILwyO7dwAcfdHcriGQgsc0Ppn/I5X/a1UQJMuvX801efj63KhO8/rp946DLQqpmNRSJF4QllizOmZg92261M3t2Yha9QMCKnaWLr6VuXEQsID+oSR927LCSSYg2ZGcn9seU+VQV+ZysVtziJsnorIdU9u/n8eOWLOHjYMomqGKyztiwgZclLN/ksZaFXYG6wVy9mo/LCy9Ya1E+R2RQBbjllxw3zSQOiXHzE4fJtCFW0W2Q1TXWty8XxwB7Nl0ny6KqKivJCMBFTMb086gKWqoYXlxstzAUIonbeOTk8HUs5qyqioulbmKKSVQWP4U43tBgt040xQmTk7QA/Dkk32/PPGOtXz8kI5D5ERLTiR8LNVN7xbllZXxeJ01yFyZ15Q4cyOewvt4+B4A36yqnserKJDE6uqJ+NTmNGrNNxTRe3SlKEgRBEARB+CQrCxg+PPP17NrFtxrJsHv3btx999146qmn8P7772PQoEEYO3YsZs2aheuuuw79+/cHALz66quorq7Ghg0bcOjQIYwaNQqlpaX40Y9+hM9+9rNp7E03kykf156OMWabHCumoICx0lJ73Jjs7MRYMm6vcNg9zo0pTo14eYmNY4pTY4rZpDvuFk/HSyyc1tbEGHVqPCOnuFF+Yvqon6t9kuMmAYyFQonX6q5xaq/fOFriFQgkxlyTP9ONmdMYm+IUObVdN3bJxGFSY7bJ8dPkcdS136k+r23xEluvqMhbzDY1TpeX+1XgFA8t2bhR6hiEw/oydPdZMveb13ak8gzKdMw2p/veyzqSx9FPLDKnGI3qK5Ox8j7NUMw2wgDNU/JQzDaCIIjMoIsT1tXPwWTr2759Oxs2bBg77bTT2OOPP87eeust9tprr7E//vGPbMaMGWzVqlWMMcb+8pe/sL59+7JLL72U1dXVsR07drAXXniB/fCHP2RXXXVVBnqUHOmI2dbjxLY777yTFRcXs7y8PDZo0KCEz7ds2cK+8Y1vsFNOOYXl5uay0047jS1btsx3PdoBNG28QiH/Apu86Wtu5qJdXh4XJRYvTvznX94c6ASZKVOSD+zuNSB7JMJfoo5o1J9Q4nReugQMt8/VeqNR+6arpSVxE+ZXgPIyBi0tlggVCjF2ySWWOKXObV4e/ywSSU/wcz9i5LRp3gLoy+szGuVtNY0hYCUX0eG0EXarJ9l+O6EmdVCFw2SF4WTb4zWhgUno8Xu/mUiXYNEVYojuWean/FSTSOiSz6hzkslkBj0tMUUPh0ScngHNU/KQ2EYQBJEZerLY9oUvfIGdcsop7PDhw9rPOzo62L///W920kknscsvv1x7zoEDB3y2NnN8KhMkHDt2DFdeeSWKi4vx0EMPJXz+8ssvY8iQIXj00UcxcuRIbNq0CTfccAOys7Nx8803p1Z5Tg53U6mttY4xBjQ1ma8R7kq6WFWBADBnDnDvvVY8tpYW7paoxq0RdVdXc/exUCgx2L0psLtbMHDV9UcE5m9o4C5TWVnA5MncnlSuQ44zJ/DqWrZwIXeh2rqVxxn785/5OHhxP3JzOVNdv0TMuYUL+TgJ19HZs4FFixJdAFVXLifXKHXMnOKBAdZcCBddgLsUz51rufTKQbwBbi8s5tEUUN0PTv1J1uVKdtOT3TDluHdqnSZXVKeYTaqrqJ+YYV5d3HRx/WQGDeJz5jQeXupMNk6ZV5dLtbyCAuD88/m9LLvCTpzI++g3BqSX+GJeMAWwF27AflzlTajPm9tvB3JzvV+vPlNELDyv7cnP5y7nKqEQcOqp3lxSk0VN0tCdiSkIgiAIgiCIXse+ffuwZs0aVFdX44QTTtCeEwgE8Le//Q0ff/wxFi5cqD0n3yn+fU8kU0pgplmxYoXWsk3HTTfdxMLhsK/yjWqlzlpEZ2lWWJhopTF1KrdgKyy0W4apVhPC4k21NnByH9O5iwnrCzcLGmFlNXgw//njH9vLiUb5ebp2qhYiqsudF8s22dLJqxuq0zkmC8RUrHnc6tS5hbpZM+nmqrWVsbIy/fh3BV6tjFR3S5O7IuDs7poKfqyN/FjwqPeL2jdhhZiqNZBXd9Bk+xKJJN6rXtqRSQsrHV6sKYHU2pVqH1tbE5/zXspQ7/eiokRL6HSPt7o+1HUgxljnZlxU1POt244Daz2ymOoZ0DwlD1m2EQRBZIaeatn2wgsvMADsiSeesB0/8cQT2QknnMBOOOEEtnDhQvbTn/6UAWD79+9Pc6vTz6fSsi0ZDh06hMGDBzuec/ToURw9ejT+vslkraZai+TmcquQQYOAQ4es47Nm2S0EdIkIsrKsLJBqUHaRmEC2NmhosFvCZGdbQc1laztBSQm3aqitdbag+eIXLcu69et5VkKZRx7h7da189FHrQDwzzzDkyssWaK3+JKtZtQEAevXc+sLOROqydLCzaJGfL5xo1UWY9yqxc2SyGQF6GYBovanoIDP8bhxfAxM5wF266ScHD7GXpIspIqpr7qxlTOyVlcnWjk6sX+/PRFDuvATVN+PBY9bBsrS0vT0Q7Z6k7PYurVPtnIV86GzRgsEnN8LMp0J1Ak1W6o8j+qzprbWX5IOGbWPtbX+ytAlrWlo0D/bTPUCPCswYLdKTvd4e0kCU1LCz1Mz9u7YwY97Xd9uVtPdAVnrEQRBEARBdAsBZb/x97//HR0dHfjmN7+Jo0ePgqn74F5Orxfbnn/+efzhD3/AU0895Xje3XffjUo38UDdGALAkSN6d8rf/pZvxOTNiOpeKDZrGzbwDfx771mfxWLW72Izprqzvfwyv76igot7VVXWZ6Wl1oZc3VAJt0qxMfr73xP7JLN/P3fpeu45u/uquJnkPj36KN9Qio2XuvGpr+d1quMIWGKDIJmNvzze6iZ+3Dh7xlM3d8hnnuFjnp0NLF/uLEiobmYHDvCf9fXcXU9s9tTzioq4K7EsqCXrnud343vHHdaaqatLdEWW8bKBLyy01sTIkcBrr1njkIzA4YafzId+BCVVxJs1Kz3uuyryPE+fbh33su69CApqBmP1vSATmUC9rsXqavt9X1Zmje+KFXZRascONO/Yg6Cmv83NQDDo0B5dBmQ/opIoQx6n9nb3OeiOTJg6sVgmHOZjPGOG/no/oqbqPp6qu68bXtZVd4rHBEEQBEEQn0JOPfVUBAIB/OMf/7AdLyoqAgDk5eUBQDzT6D/+8Q8UFxd3bSO7gwxZ3fkiGo0yAI6vzZs3267x4kb6xhtvsCFDhrA77rjDtQ1Hjhxhhw4dir/ee++9RNNAkwug7lVU5H6N6k4kXClNLpZqoHbZJUpcN2UKP3/qVHPAfbmNlZX6TJFOL9ndTXYb1ZXv5F7ollhC7VsyLoByW3XJD9RxUwOZFxaa2yUjuwo7BdBX+6Jrk65cv32X140JtW+FheZzddkcdetCHXv1HDFuXe3q5ceNsDvc0Py2Tx1/nQut1zIz0V+vdTu5AivPuyYMYGGsZTGMtp0Xi/Gl1rTfIQlAJMITjahr2E9f1XFSn8duiUNEm1S3fY1pekqoY68mgdGFJXB6/jqRbndfv33T1dXdbtGM3BN7CjRPyUNupARBEJmhp7qRMsbY9OnT2YgRI7QJEkpLS9m8efPY4cOHP1UJEo4LsW3v3r3s7bffdnypnXQT29588032mc98hlVUVCTVJu0A6jYWppeIj6QTKUwZRcVGxRQfyLQ5mjrVaqNObHITCCdPTjymbky9iEdOwpruJQRBMR5qbCNZaEslU6mTmOC24ezXz/4+N9dZkNDF9HNqr1vfdDGfTPX73fiqomBBgfd2RiKJ2W9VYXfqVLMo1NUb4uMgjpMjfkVV03PDj5CbSfxkTPWSrbXzFcNoLrjNX8YYs4S2WMyhLKd7vDviwLldl+pa9Xq9/AVBOMzFQy8irtoXp78P6cZvZmSK2UY4QPOUPCS2EQRBZAYnsS0ri/+e6VdWVnLP3X/9619s6NCh7LTTTmO///3v2VtvvcX+8Y9/sEceeYQNHTqULViwgDHG2JNPPsn69OnDLr30UlZXV8disRjbvHkz+9GPfsSuvvrqdA5nSvQasS0ZnMS2N954g33mM59hP/rRj5IuXzuAuo2FTqQqK+MbF9XyKxDgCRKKisxiltg8qJuKKVMscSM31/6ZnPxBd50saOnqLCxMtDILhZwt1nSbGF0gbjEmuv7Kgf+dNkh+AuHrNrJOm1uTgCqsTtTjToKUrjw36xmTGCvGQNc+0wZd116nsdIFR5fL8yvc+Bl7P3Oq9vN4Ec26oi26Okxr7Diw6ImTDqs6+TMh7k6bxmLzl7FwWTurr5eENsbMa8rpSxIv687UxmTn323tpzKPqa5Jv3UnmzgiWY6nNe4AiTg9A5qn5CGxjSAIIjM4iW1d/Urmufvhhx+ym2++mRUWFrI+ffqwAQMGsAsvvJDdc8897N///nf8vM2bN7MrrriCDRkyhPXr14+deuqp7IYbbmDbtm1LxzCmhU9lgoSdO3di//792LlzJ9rb27FlyxYA3E94wIABePPNNxEOhzF9+nQsWLAAu3fvBgBkZ2djyJAhqVVeUcFj0qixxWQmTLDigq1dy2OnifhWI0daiQh0yPF71Fg/HR08vhZj+mtFoO62Nnsw98mTrThCIt7NT34CtLTY6y0qssdHKiwE5s7l8Xt0QbR1Ae9NAdjlumTkvjjFKfMTU0oXx2vGDKsuxuwxfNQYaqIf8+bpY/0cOWKPd+fW1jlz7OepMYeKi+31i8QYIr6Urn1qH4DE2Fdye0yocf5mzbKXZ4pHZYqbVFHB1+kjj/Dz2tuB22/nv6vxzpKNE5ZK8PN0B3NPZyB2P4k5iovt8cdmzUpMOqJbI12J13h6Tve94bMQgOizPLxbfT0PIwnAvKZ09xDgfd2Z5jnZ2Ipuaz+VeVRjqNXWWjEhTc+hiRP5+c8/z9eWSC7T0WHFFRXX69bpmjX+Erqkch/6idNIEARBEATRCxg2rOfUO3z4cNx///24//77Hc8bP348/vSnPyXZsh5EppTATDFnzhwGJMZ0W79+PWPMHP9t9OjRvuoxqpXCckCN7SUsTHRx1cS38Do3y9xcbi1VVMQtN0xWE6bYazpXUTlOmc5SRLViW7TIbDHQ0mKO6aZaZKgWGzk59veqddvgwe7WFyLeknBXlMfIK07WEKZYd+K4acyTsdTRtUXEU9KtDdkFVv5cV7869l7HNhlrQq+uf5mIE+bVIk5XfjJWMbpyTM8AtS2pxBp0sgCMRu3HCgv1VrTdbfXj1WrNpwWWcB1NsGzzYoEmLORk10m3+p3WXDL98PuM0D2vTNd6tYQ1uda6WaSmw7JMV8bxZLGaBshiqmdA85Q8ZNlGEASRGZysqYiu5VPtRpppEgZQ3QzoXCZLS52TDTjFNHPbuKgbFFlQU4U4L/GR5NfixebNjpPgFIk4j0l+vrMomGq/vW7IRN8uuYQLjQUF3gKTy0KfKhQmG5fIj6ub7K6bygY9Gfy43spj4SaG+dlUpyKYqWtdl6zDyxy6ucZ6FTSSiTVoKsMkqKj3Y7KChZPA6Kdsr6IskHhfG+qzxWjTvPeMn7lRz5XjFcrP+3QJnF5jTPoR0dy+GFHP9fqcSuY5qCsj3c+vboZEnJ4BzVPykNhGEASRGUhsO34gsS2DJAyguokpLOTiWn4+F2JGj07ctMhxz4QVk2ylpYuZZdrM+gnyn5/PN4GijcJ6w2QdJ8fqUlE3RgUFlvXX4sX2z3Sx3+TNdHMzb4+Iuuhlw+a0KXTLtqmixhYSse68CAnp2gx6sRjxI0YK0m0ZkuyG34sY4HUOU7GAcVo3fsZVJwyox/Ly+H3tZmXkN9YgY+6Co1/hI9m1nsz69yPKqvOiqa+pSS+sxbORNhn6qyby0MW9c7IEVcdMtSxMVXzyc+96FbPdLGGPN8s2Xb96sLUbiTg9A5qn5CGxjSAIIjOQ2Hb88KmM2dZtyHF0ACAW4y/Bu+8mXpOVZcVrmzULWLSI/56dbcVXi8WsckW8Ll38J6f4QCJujYivdvAgf3/ggNXGdet4kCMRz80ranyh+fOtdowZYz9XHg+VnBzg3nv1MevUmEVyTJ+2NnOZ69fz8yoqvMUA2rpV/95L7K1kYwWp8YkWLrSXs3Ahj4m0YQOfn+xsax0AvE1eYjYlGz8qmfKcxsJtnNS+iDnU1aWLXeW1n6Y4XUVFfN16nUNTfC05ZlpLC583dc3prnWKdyf6LLdNfHbnnfz+rq0Frr2Wj8Ejj1jrJNX4Y4K2Nl6HOu7id/VYMmOnfibjUF8wAqxaBQSD9ktCIf3xeH8rK633VVV8rtT69+/Xx6EEEtfc9On6/vqJPShz551WG+vqeKw00RYVdUyLi614nWLdRCL6Z6KMvN7kmG3quer16YiZpiujujpxraQzJiJBEARBEARBdDWZUgJ7Oq6WbX5eslWOzrpq2rREKzeTtYwTbtY8wn1StT6LRMxlOlkXOLnF6vpvcpVU+6hajpSW8mt12TZFrDX5mMnaQj2vtJSf6xZ7y8tYmPDj9uVkVeK37uPVKkS1bHMab79WNHKfFy3iWYFl9183izG3MmUXRy8uqemKG6ezpFLXhJSt05fFny4TplqXiCuYarw7OaOtsPIV93U6LOm89Fe1mvJ677uNkSlDsxecsgKrqDEm3SzYegq6eyUdLqvdBFlM9QxonpKHLNsIgiAyA1m2HT+QZVtXolqP6SgtBd57z3qvWifpMkbm5PBsblVVQDRqHW9p4ccaGvjnXrK1lZTYLW5UDhzg9RcWAuEwt/CYNMnZOsFkSdTWxrOr6sZClN3ezq37Jk+2rBfU9qnZOgErm6XgvfeA7dt5ndOnW2MosrSqY2qyulm9mmcm3boVGDeOj5ewnBA4WackY2nhlllQ9/nq1dZnsuWHn7qPV6sQNaOv03j7taJRMzHKFBUBs2fzNTl9Ol9LImvwM8/w48LiVLY4M63/OXOsukx90F3rNdOkbAH30kuJn6tWflVV3ubbSyZMFca8zUVbG7fSEvfvrFnA4sXW/a22cckS/mzTWfvJ7Sku5vf59On+s1fqnoklJfaxM82j16y7aj+9IJd94ID360S75bEUOK2nZNBZ5S5dmr5svjK6eyXZjMUEQRAEQRAEcRxAYptfCgv5Rqux0TpWVMQ33/LmQ94MiY2CbiMkNhAVFXohz8nNTqWigosGjzzCXUnz84FRo4DXXrNv6GIx3v4lS5IXYKqr7S6hoRB3zxPCmm4Tptuk+nFDEsKkvAFsaEg8z7Qpy83l7rSC6dPtm9XBg4F588xtchJKTBtztw2j7vNURBrT+bW1mdkk+0U3h6bx9usaq7p6y4wZw4VfVaAA+PtHH7Vcur2Ik8m603kVEGTh0FSOjJf10dbGnw/CtX327MR268Sp55/3Nhcml01xnamNprL9Cok63J45TvNoEqxzcnhIgKwsfl12tre2CNQvDVRmzTJfJ+6b7dsT10a6BSm1//X1doEayKyAnw6XVROm5zVBEARBEARBpItMmd31dHy5kZpcyNTA3NFoYgY+NfC8n/K9ugma2j51anLlMcbdmOSyCguTz1qoomY1dXJzVfvmJ2mCX1e1ZBIDuI2H1/FKpa3y63hzNUvGFdJUjs7NWO6zU1D+ZDKVOrlJeg22n0yCh379+Di5Ja3QBfZ3W0O6cfTqImly2dSV62cddpc7oVO9qbi5mtxQ/TwDdNen211cl0Qi1XvkeHJnz2D2U3JP7BnQPCUPuZESBEFkBnIjPX4gN9KuxGQ14+R6JCdAuOMO7mq0ZAm3xhIuliLAv+yedN99liWayVpBZ3UgLKnUb+mFRcCyZXYLt/Z2c3mAs9VCR4f9fSzGrTXefdeyzkvW+mHx4kSXPhM66wedhYLOksGv5YRqJbNuHU9sMHkyn1M/VjsCr9ZbybRVnL99u/+EC12FyfWzro6vaZ0LtW4uVRft0aOB664DXnhBH4Qd4O7O4p7p6OAWVH5c1pKx/Ek1wQMAHD3K25qVZZVlCjovt6+w0N3aUbY8FJa2O3aYkweobda5bIqxkuenrCz91oBe8WrV5FSvX0tTGdO5bhZW6t8gNdlHui2z1P6PG2etb908mO7LrnZn9zK/qcwfQRAEQRAEQXiAxDavqJtfeaNucj2SYYy7Y4n4bOIc4dYo3JOWLOEuSnfcwV3bAC4EtLXZNwzqZkFsZJ0ymW7YAKxdax3PyuI/dRkI3dwOda5TqltUspsYP+6DXs81bfq8XGsSUIWApcv0KlzF0rUR1vXTaVNpiuflV6ww1ZEuNywn10+dC7XqgifEHXWdvfuuJRwJnITZtjbLLVAXIwxI7K96D27dmr4NvNxWOb6cQC3fi+sxYF+jpuzHoqyNG/UirZ9YZnI/ZISw53cs0uFO6EUAamvjfZGzScv1ugmATveHTpT0Imiqdc6Z07VunLqYbTKqcF5by48ne08k+4xR26ET7SkeHNFLGT8e2L078/Xs2pX5OgiCIAgJU6b6HlRfIBDA//3f/+Hyyy9Pa7nPPfccvvvd7+If//gHvvzlL2P+/PkIh8M4cOAA8vPzsXLlSsyfPx8HDx5Ma71eILHNK14tqLxYwHmJ/fXoo9ZGt7KSC2WrV1ubnbY2+8ZZwBi3sqqqStwUqdZokyfzn9XVibHiTBtxwaRJ1mcmjqdNTCqWDG7xsxiz4oGp4kgq1hxOm02d6CRvKuVrJ07k1oLPP+9frDAJE+myWHGy4AIS50mXZESMjypg6AQeUxvdkg0AicfSYfljEg/k9ojr5JiOXu4ttX2zZlkWo16sHdXri4v52MjtUK1qFy3iL9HP6mou0rS1JZbtdUzUeWtrS3y++RF6vTwLqqvtlo7Z2XprYS/Ck3p/JGt1Kq4TltEbNvA2ZiremO5+cbrH1b996t8Uv38Pkn3GqO3QifaZjAf3KeSBBx7APffcg127duHMM8/EsmXLMGnSJO25u3btwg9/+EO8/PLL2LZtG2655RYsW7bMds7KlSsxd+7chGtbWlqQm5ubVL2fFnbvBj74oLtbQRAEQXza2LNnDxYvXoy//vWv+Oijj1BQUIBx48ZhyZIlKC4uBsD/BygoKEh73QsWLMC5556Lv/71rxgwYAD69++PXbt2YdCgQdrzlyxZgieffBJbtmxJe1tUSGzzSrLuX6EQcOqp9qyfTt+qm4Sd9et5Jk3ZwqWsDNi5k7uGyu6hL79sbU5ksaC+3vo9HDZbncgwBixfzn+XN3WyFcuuXTx7qoycNCJdpGJNlYolg5P1FcDLmzzZWh9y4oVkLZxUMU3dbOpEJ3lTqW5UReZHU12mcTUJE14D8rvNl7wGi4t50g058YaXbJnCEq2gwH4fJCv0mvqmHlOzxvqx/HHKgKoinj3CLc+rQLBwIb/nRfbd22/nSUIAb9aOqiDR0aHPgKmuUSDRvVZeq6EQb5tuTES9TusmVaHXy7PAbX07/T3QWQqbngGjR9sFVCFoOlmStrdb4ylbRnc3JuE8Lw8YPlyfkMOJZL8gSVV4J3zx+OOPY/78+XjggQdw8cUX49e//jW+9KUv4a233sKoUaMSzj969CiGDBmCH//4x/j5z39uLHfgwIF45513bMdkoc1vvZ82srL4bZdphg3LfB0EQRDE8c/XvvY1tLa2ora2FkVFRfjoo4+wdu1a7N+/P37OsAz90di+fTu++93v4pRTTsl4XX4hsS3dVFTYN5eNjcDcuc7fqi9caG2wdFnmBLKbGsBd5WIx631+Ps9CKgsOOrEAsLtxuVkX7d8PRKOJceGWLOGvqir+uSAc1sfaSpVUNtmpWDLoXIizs624exdfbHc7nDgxdRclVUxTN5umjacfMUyuyzSuJmHCi2DhZb50VktOgpJuLgIBywoJ4KJbQYHe/dqLAGjqm2rlpSvHyQJLjevnNwOqm8CjtmfpUmsNCbFe3JeqECfEL6f61Oy9KiZhcutW+3mNjbxtwlVVXadu68a0tr2K8V6eBamI8zpLYdMXKoFAYuxAnSCry1Qt+q/7MqQ7EOOotrWlha/zrCx/7Ut2DtS/wYBZxCRS5t5778W3vvUtfPvb3wYALFu2DH/729/wq1/9CnfffXfC+aFQCMs712xNTY2x3EAg4PiPst96P20MHw68/353t4IgCIL4NHDw4EFs3LgR9fX1KC0tBQCMHj0aF154oe082Y20sbERhYWFePzxx3H//ffjpZdewllnnYXf/va3OHToEG688Ub84x//QElJCR555BEMGTIkoV5RBgCUl5ejvLwcK1asQCgUsrmRyqxcuRKVlZXx9gDAihUrcP3116d5VDj032a60cUiUjdDqouYbMFkQuempvodHz6sv664mG/0ZeTNR3Exb8+mTbw9praYrKzcXGzdNsFe44Jt2JC8xVgqlgxu/VPdDkUijFRclExuffLvqvUGwMXaqio+p143qk7CnEmY8CJYZCIIua7eGTPsIpCw9FSTCAD6uFLCAlO22jT1TWflJVx41QQlqmgkx/XrfLinbXx0ApVanmz5uHSp9SxZvx44+WTgllu4C6hJhFCFzrw8YOhQLp4BZmFy3Di9669aprheXTfCXVKMvWltexXjvTwLUhHn1XEvKkpcQ3L/5NiCqlXs/ffbvzzRIX8ZkokvObyiWmAuX87bBnhf3/IzX/675GcO5CQfpvtVd98Tvjl27Bhefvll3Hbbbbbj06dPx6ZNm1Iq+/Dhwxg9ejTa29tx7rnn4o477sB5552XUr1Hjx7F0aNH4++bmppSaiNBEARBEMCAAQMwYMAAPPnkk5gwYQL69evn+dpoNIply5Zh1KhRKC8vxzXXXIOBAwdi+fLl6N+/P6666ipEIhH86le/Srh25MiR2LVrFz73uc+hqqoKV199NQYNGoQXX3zRWN/VV1+NN954A08//TSe6dwvmNxN0wH9l5kJ1E2p02ZI5w4ossxNmMA3mq+/zjesf/4zcO+91gaitta+EVPjIuXl8TIYS3QhDQT0boZis7NhAxduxEZahjFed0eHtRESljHCMkXexLhlTjVtku+4g2+yAb5BKi21ixVeY2J5OT5xIi9XjmumSzagQ908i0QYfmlrA+68k7vmqhts2e0XsH7fsIHPg8gCKwKtRyLeBT8nCxJT370IFslYprgJJrp6TZaZug2+Lq6UsMpUEwSoyMemTk2MCwXY26yuCzmunxAA/GZAVRFrePnyROHOyZ1OHYcDB3hsyKwssxunmi25pYU/H0zJYmTL3RkzrDGS+2rKoiqvG9Xay7S20ynupiLO6xIZeA3Or65lndAWCHDhdutWS8wC9LHJMo3p2SraILsde0ka49X93e0LHDerTK8ZdglHPv74Y7S3t2Po0KG240OHDsXuFKL0n3baaVi5ciXOPvtsNDU1Yfny5bj44ouxdetWjB07Nul677777vi32QRBEARBpIecnBysXLkS3/nOd/Df//3fOP/881FaWopvfOMbOOeccxyvvfXWW/GFL3wBADBv3jxcc801WLt2LS6++GIAwLe+9S2sXLlSe212djaGDRuGQCCAQYMGeXIdzcvLw4ABA5CTk9MlrqYktqUbOYvdzp12AWz9ev5Pvyy46TaEIstcVZVlzVVfz4U2eWPQ0cE3yDJFRfznjh18M7x+PbBlS6IL6aZN+o2p2KRUVVnxgAAeZ0kW3nbssOoWApopKYC6CVaFCdMmWWRjFbz3nn2TLbvfquKFLOrJ1nqmIP+yKOHXRTUVlzOZ6mr9fOosMHSbSTnQ+qZN1ibVbWOa7mDhsmBbVsbd4OSYhU4kI5iomTt1oo7AZBHoV5hRk40I5Dar60KO6wfYM6Caxt1t7nQxHkW/VXc61Q3YNA4mwTMnh7dXFYDUrK/ifBnV0kj0VSdqqeux0/22GQMQZIftaxtAczMQDCJ992GqOIUJUL+YUOfdlDxBUFTEY58xxgV2WWwT17nhJ/aln/WnxtyT7//2duvvg5Nlmdf7329IAZ0gL740Iuu2lBFuGALGWMIxP0yYMAETJkyIv7/44otx/vnn4/7778d9992XdL233347FixYEH/f1NSEkSNHJt1OgiAIgiA4X/va1/DlL38ZDQ0NeP755/H0009j6dKl+M1vfuPooimLceJLtLPPPtt2bM+ePRlrd6ah/zDTjZzFTodqfaBuektL+cZk+nR7/DbGgJUr7dZkt93Gg8nLVmuzZ3PLKBl1czxhQuImpq3NHt9KtXwpKgIOHdJbWoi4TKZNkpvlkddNssg1v3o1b6fqvllYqBf1dHUC9hhapnO8YBKr/LrPbtiQWPaYMfpNpHqtU5y4ZKzFUkGNSSUs7XTtVsckGcFEl7nTJGBVVOjjX/kRZtrauNChw81qy2+SDz/xywBg8GBg3jyrXJPIpYtrBejdON1iBQrXZb/ZVZ2skkRMueXLgYED0YwgZuJJ1OBbCElz1dgIlJcDq1YBweMlw6R6P+my23rNiquLhemUHTkd1qN+znWLuSfuf51Fqc6yzOv970eUb2vjf1MLCxOTCe3Y0fXWgL2Ik046CdnZ2QnWZHv27EmwOkuFrKwsfP7zn8e2bdtSqrdfv36+XFsIgiAIgvBObm4upk2bhmnTpiESieDb3/42otGoo9jWp0+f+O/iCzP1WIfJyKEHQGJbujEJODLyt+k6d0DhOqkSi9mtyQBuLSOLbW51i7pUYae+PlEElDc9jJljB+niycmbJDfLI9MmefZsu6VXS4t9g6ZuuESZbmPQmX4Yra3m/vgRX8QGWYgIM2Zw8au+3sqsqduo6txkVUztUDfBTnHiMhE7zQm1vjvu4GOxejWPFea0efcqmJgEGzfhMCeHW9TIYoXqouuGLgC+zpVS1xY/wgvgPnfqfTpvnjchVQhxd9xhWZB+85tclNi+3TpP5+aoWsT5dcnzEjdPdjvdvx/BUAg1p6xA+QfrUHPtSIRgCW01D7Yh+HNpLQgxvjuQXcEBYNYssxWxG6ZYkbovQsaM8S4w+nke+F1/JrHWZFmmluf1/vcjyldX83Uu6lazFmf6ediL6du3Ly644ALU1dXhq1/9avx4XV0dZs6cmbZ6GGPYsmVL/JvurqqXIAiCIIjkOeOMM/Dkk092dzMS6Nu3L9rb27ukLhLbksHJMsPLxIlv0+XYSB0dllglk5Wld1kzbZKef55v8EyCHcBjwOmszJYv520QGTbl4NSqOFdYCFx3nT1m29Kl+k2SF6sW3SZ90SLeFlOgbV1svPx8vpkaOdISulSEm4lqndSvH3DCCebsjGrb1T7LbqyqIKGbL52bbDRq36ibNpt+4sRlyr1Odhft6LDcRSdMsPdfCKwzZvC5dtq8e7WyS3dmWj/ijC4Avhh7IbaayvUrfKprXLUiS8WaKyeHi9lC0JaFQNEvIYIJTJaB4vkhznEaTy9WTmoG06YmhBoeQU0jF9iiUd7smhog9HAKayHdqK7gVVWJiTG83n+me0EXE85Pf/08D9zO9RJzT16X8trRlWfqs+7Zq9ZrQl1vBQU8uVB3uxv3EhYsWIDZs2dj/PjxKC4uxoMPPoidO3fiu9/9LgDuuvnBBx/g4Ycfjl+zZcsWADwJwt69e7Flyxb07dsXZ5xxBgCgsrISEyZMwNixY9HU1IT77rsPW7ZswS9/+UvP9RIEQRAE0TXs27cPV155JcrLy3HOOecgGAzipZdewtKlS4/LL8FCoRBisRi2bNmCU045BcFgMHOW74zQcujQIQaAHTp0yP5Baytj4TBj/F91xgIBxior+fHKSsYKCqzPAMZycxkrKmIsP99+fNo0fn4gYD/u51VZyVg0aj8WjVptmTaN161eFw671yv6JZDbqn6WaUx1i37q+hiNmsdg2jR+bW6ut76b2hEK2a/RtUOdLxn1/KIi+9yJdeVnTHR4LVNHSwtfL4MH858tLfo2yONQWqrv/+DB6VtH06YlzmlXYeqDl745naPOU0sLX8dFRfbnSqbuP69j6vTc8tI20/VyffIzVjyzGGOstZXVz13JAMbq567kY9ada0FFbQvAWGFh8vefjlTu59ZWa00VFTEWifBjurVXWcnYlCl87KdO9V6XU/v8tl33jPe7/tV7Tv7bkI750GD8/6GX8stf/pKNHj2a9e3bl51//vns2WefjX82Z84cVlpaajsfQMJr9OjR8c/nz5/PRo0axfr27cuGDBnCpk+fzjZt2uSrXi/0xnkaMYIv9REjursl6aM39okgCMJES0sLe+utt1iLvOc6zjly5Ai77bbb2Pnnn88GDRrE+vfvzz73uc+xRYsWsU8++SR+HgD2f//3f4wxxmKxGAPAXn311fjn69evZwDYgQMH4sdWrFjBBg0a5Fj/oEGD2IoVK4zlqGUcOXKEfe1rX2P5+fkMgO1aGae58Po/BIltBmwDKG8Q1E2gEEkKC72LZGKzoNuYmV55eYmbz9ZWvlmSj0ci9o6oG1shmFRW8g1UOJwoEOo2rals8FLFrW7dOMpt1wkclZXO411UlFif23wVFZlFiLKyxHbrhFK1reGw+6Y1EmFs8eLEDbSXsXPDJHo4jcfgwfrjYs2mYx3p1nVXrUlTH7yIPk791829aT1lQlDyKoQKAbaggAvO6vPDrW1eBBSDyBubv4yFsZbVYzILYy2LzV/WvV8EqOieK0VF9nO681nqVShW115RUde3VW1Xsuu/G8a7N4o4vZHeOE+9UZjqjX0iCIIw0RPFtt4KiW0ZxDaAyVig5eXpLZfkf/i9lquzmhKbDbcNvpeNhslCKVPWUulGt8F1shjSWcM4jb1uQ6p7lZZagtfkyfbPVBGUMb2gYGqXkxWUTgD2Y20lo46VKqQMHmwfd926UTfqeXmJVnGpolqYqnOeCdzWfKqijzr3JtEyU4KSrn+6Y24Wnl7b5vMZEosxFi54lcUwmjGAxTCav9+WwWeR1zaK86ZMYWz0aOd7vzvFQdPfC/W4+uVOdwmZuudhdwuqHuiNIk5vpDfOU28UpnpjnwiCIEyQ2Hb8kA6xjWK2eUGN+SKjBlsWDB9uD8Sui60jx7vZvt056LocDywQ4DFspk/nPwV+YuAI5ExtAI91lpPDEy8sXMjr1MW2SiVmVrqpqOB9EDHQZs82x4wT6AK9AzxOFWDNBWNWXC1TogcACIV47DIxPyrPP29/39ZmDwJfX8/jv7llbhU4ZSQUbRQ/xTlqGTrUeR092r6+x42zfleTe4iYbbr4fX5ionnJ2CmSIej6nA50bXBb86lmw1TjY8lJRwB9EoZ04pbQQSQzAOxrqrHROr+szHvbnJ5Nyvg3f78C5eU5qJnzLELLdwIMCAV2ombOsyi/4VysWhVBMBOPH6/POTUDp9NcdXXCEhlTDDb1udPSknhtKm31m4VX115AH0cwnfURBEEQBEEQRJqg/z69oG5QysqsjVR7uz3TmYAx/pmcZEAnXomNmxqcPBzmQdfFBqGtjScL0GX0lDd2ch3FxfzzTZt4dkzGuOgjbz7kTG2qIKjLnChEh+XLzRtGt0QCqWx8TJsoOdC7F8RmTU6+AFhZ/eSNc0mJc58mTuRJDeTxkAUqnQhaXW0X6xjjQsabb/L3DQ3Av/5lCRlqGU4CMKDfRAcCfE2YBFS1XMb45rawkAesHzeOZ3oUOIklqQivXgWOTCV+MLXBTSTxktzBSQRQxbp03jfJoktm4IROBE2G6mqeBQEA6uoQrK/Hqj+tQTD4PWDg/riwHhp0AKv+1IZgUKnTNM5+RRh1zhsa9PePep7I9qojk+vWDZMg7PbFD5BaW5P9cibZZCbH05dBBEEQBEEQxKeTTJnd9XS0MdtEjLMpUxLdrEQgaac4RH6Cozu5Qjm5jnpxTZXrVssSQfoZ432SPxP9dnM5Vd06ZTczgMcmSxa1fjWWkF/3Vl150Sh3/XJynXPqr3gVFFjleYkzB9jdP+XjckwynQulaQ7V8YhGnV3YusLFzW8MPpHQwouLY7rQtUG3VtTngeifLgg9Y8dXfDEvmJ4nwiVelywmHejuDz+u0V5jk7m11ymWWbLldpULfrL16Prstwy1bvVviVPMtXSMTzcnzeiN7om9kd44T73R5bI39okgCMIEuZEeP1DMtgyiHUAvGyqnf/J1wlYyGduc2uE1Fplolymgd2UlD+qvCj66uFJqG70kEvCC11hrqWymvWa7cxIl3forx3KTs8U6zYsfQTUUcs7W6jR+ycT4SxW3OdJ93lUildN6cMp+q65Bk1B0PGXO9ILb/ZGp9aIbQ69xKp3O8TP+IgGNfO+aRKOujGGZiYzFyZTvhBeR0lRPOu71bha1e6OI0xvpjfPUG4Wp3tgngiAIE0LgkbN4Et3DJ598QjHbupSGBr7FAvjP5cv577Jri5OLkBp/ZscO/lLdXFKJDWWK+SUjt6uigrsvym5DO3bw+kUcN4FwJZTLmTfPezw0v8jjUFfH41dNnpzYP8Z43DAg+XhIBw/ay1OvU/u0YwdvXyTiPubPPmv9XlnJ3YHFnKlj39bGX07rSHXtO/VU4LrrrJh1HR2Wu5y6jtxc2Ly4QqaK2xzp1veMGf7mNdmYTWosPDlGlBibjRsT3ezkNunaJo51pwthMog+C/dx9ZmTqfVSUcHvd9ld3uQarRtDL7HJ3MZfdbHPyuLPn3XrEq/vivtGbpcXF8lkn4Ve++J0j6l1Z2fzNnuJgZiOmHapxk8kCIIgCILoBvr06QMA+OSTT5CXl9fNrfl088knnwCw5iQZSGzzQ3u7/f3+/TyuUFubFbdn4kRg8WJ7bDSBKS6OuqHwu9mQNz3FxcCiRcBvf8uvHTUK6NMHuPhi/l5tV06OPZGDgLHExA/79/MNsFugdnWjrCKSPfiJlwTw8kQcvPvus7dPzI1fMUOXaEB3nU6UVBMniEQB777rHNtq40a7iDF9ujVW69fzNrkIqs11dQiKtk6axI/HYmhmDMGqKj7+f/+7fR3V1nIBtazMSmaQ7k2oF5ErGcEvlXn1E7NJXXOyCKtri0AVdFSxWRa3RT2ZFgHSGSQ+VTHJb1tEzDOdwOdlDL3EJlOvVdsoEp4A1nNYxCyUr++KYPxyHdu3e/v7kGlh1+keU+ueODHxetPfuXS0uyvFT4IgCIIgiDSRnZ2N/Px87NmzBwDQv39/BHTJ94iMwRjDJ598gj179iA/Px/Z2dlJl0Vimx+ysvTHf/ELvikXFliqNYxA3gCoCRG2b7cEKHUzL6ydTJlA6+utrIV1dTwzpgisH4txcWzRIvMG0GRlpcuyyphz8G/RT3mj3NrK2ydobOTtB/h4mDarOtFiwwYuFOXn29u3c6e9L17FDF2igbIye6IJkVxCRmfVIvrR0MCzeGZlcfFNFR3lzaMpq6bDZrH5+9/HzJUrUTNiBELTpsUtvxoZQzmAVYwhKFvTCYQlZSDAx19XfqrCgReRKxnByc81bW18LSdjHaPee/v38/50dFgJSoqLeZ+ee46LvMLiSRZ0Ojp40gwAmDUr/ZZgXuYpE0Hi02Ex6LUtprHyMobJXKu2sayM3yuy6OOWsdXvOHsdT1P2YScxKtPCrtOXQmrdHR3erWzJKo0gCIIgiE8xw4YNA4C44EZ0D/n5+fG5SJoMubj2eLR+uNFoYhwhgLHc3MRjbnFiWlp4HJu8PPt1IqB6aan9uFNctsGD9e0yXe/WpsGDeXB/U1lqUgInWlv1Ma5EuysreX9NMcdM7cjPT2xTMphiQzklmjD1XxcnSBf3yU8MPgOxWIyFw2EWi8X4+/nzWRhgMdOcqevMFKsq1VhHmY5JpsZ5amlJjPvkFDPNa/nqPVVU1HUxoLzEzDKtNfm6qVPTPxfJro/jOVadac6nTvUWuyyZvnmNFWmqo6jInrAnEuHPlq6IGSfwsxa8Jj0xIZ/bHX31SW+MBdYb6Y3z1Bvjm/XGPhEEQXihra2NtbS00KsbXm1tbY5zQzHbMoFqVSAYOpS7DqrnOlnTLF1qWaPJ7NjBLSVyc+3HRUwyINH6xtQumWXLeOyw9nbe1oMHuTXBoEHcEi4nh39mcv0Mhy33SBHTDXC34KiuNrtUCquhwkK9hURODvD97/PxcOOb37Qs0fxY3OhcXktK9BZvgjFjvMdIysnhcdoqKy0rlhkz7G1MwpIjFAqhpqYG5eXliEajqNyyBTXz5yP05pu8HnUeJ0yw1puTNUyq8ZK62nVNtuoUFjNqm4uKvFvHyJZLoh5hui2Piy5eY7rwYgWmmycvllmpkuz66M5YdW7WYyZX8kmTvFmoee2b3A7dPeo0nmodc+bw46Lda9da58prxo8lotdzxXkbNnh3Sfcz/7p2qPE7dX0lCIIgCILoRWRnZ6fkwkh0PyS2+eH55+3vBw/mCQKefTZRbAPsrqE6V0EnkezIEfv7jg7rd9XtU+fuKbuSAvycdesSzztwwH6eTFERF5ZKSrhb5ZlnWp953Wir5xQUWPWKcgCzKLB4Mf9ZXc03YYLBg4Ef/MDakLW32zdjtbV6V14dkydb8ydc/qqrzUkPZLdedQMt0G0oTSJKkq6FoVAI0WgUZWVlqJ87lwttYq7uvttKmDB7NnDbbVzgdRP0VNdd1YXZja52Xdu6NVH80QkTov1eBQW1H+3tVrB8wOxeGggAmzalFrtL7WNtrd7FWhUv1OuyshKD0qdKMsKSWJOya217u791lQpu4qX6LBbPdTdXZdE/pzidpnbo8OsSKicNkZGfzV6EW9EXOYyAeq5JKHRySXdrv6ltuuOmv5fJfCFAEARBEARBEF1BOk0du4I777yTFRcXs7y8PDZo0CDtOe+++y77yle+wvr3789OPPFE9v3vf58dPXrUVz1a08BIxO4KE4nw4zq3NZ1rkOwKEw7bz3Ny2xQuTSo61yLZva6w0LlMp5fqFpSsa57O1Ug9Fo26uxOpLrzRqH1MdePnxc1N15ZIhI9dQQEf08WL7W69crnq9eGwuR8+3M2amprs/esss2n//vg5wpW0fu5cy4VU7bMXVy3VRauszLx+o1HLJTYSSb8Ll1t7dePt5k4pl5GsG6Rwsc7Jsc+h6p7rZ+2Z+mtyYTY9S3TXZcrVVa5X3Ctex7kr2qfD7b5Lpl3JXKO2Q312+3WJ9LJOvDxzTOXI5zq51atlenUPNbVNd9xLX48jeqN7Ym+kN85Tb3S57I19IgiCIHo2vdaN9NixY7jyyitRXFyMhx56KOHz9vZ2fPnLX8aQIUOwceNG7Nu3D3PmzAFjDPfff39qlauZQMR7XaZKgcnKIBCwZ/VcuJBbHunKkTNOyugseGQLg9GjeYIEP5gyjfp1zZOTBZSVJQaRF2V6tQBatMhuQQTwLJ46dyyBF6sH1RrokUcSk0Tk5PCMrnK5DQ3660VyCJ0FlTpfxcVa19fm5mbMnDkTNTU1CD38cHzNNNbVoXzlSqzauhX79u1DeXk5P+eGG1ADoBxADWMIyX32YtminlNYqB/D6mruDiuoquIuZOl04XJrr2ohI+4bdS3J17S1WePsNZOjisntu6VFf77XsnX99ZK1WGcNmUmrQnU9r17tPFdqJs8NG/j9m8zY+2lXMtlvkxm3ZNxp1XaUldmftX6t/OR266wqdXXqLOd0VmPquSbLMj8WvCqmtumOe+krQRAEQRAEQRxPdI32l35WrFihtWxbvXo1y8rKYh988EH82GOPPcb69evn69tLrVqpS0zgxxrFi5WBKGvKFG5JI4J0u1kk6c5RExPk5PDEAv366S0UwmGzFYJfS45MWrGoFoamVzLt1CVz0FkihsPO/TQFsJctw0pLjWMUT4BQUsIYuNVaGGCxkhLW1NRkS44grA7FOU2TJlnz6GXN6Swkde3SWeakO9B9JgLpp8MqRm2XauHmtWy/SQxSuY/8BKB3Q9cOp7nS3S/qPJisufy028v46MpLdWySmZd0zodX/CbbMM1LJix4TW3rjnFKM73RYqo30hvnqTdagfXGPhEEQRA9m15r2ebG888/j7POOgsnn3xy/NgXvvAFHD16FC+//DLC4bD2uqNHj+Lo0aPx901NTYknqYkJRNwmwP7N+8SJ/BwRw2fhQm5Zs327VZbJyiDJ+F2eaGvjiREAoLSU19XRYQW4XrjQbCWis/7QxWUSVkaqBVFtrVWG14DdJkQsMieKiqyYbU7oYnOpCRlKSuwJKgBupaO7Xn6vWr7k5PDrYjF+TLagU6xj4gkQLrkEUQCVAGoAhKZNA4JBrFq1CsFg0GpDfT1C69djFYCgCJYfiXizbNEl3NAFPlfjuYlj6URtiynuoZNFk/pZQ4PdKkeORejVKkYdx0mT7JZuRUU83p+bxY3fJAapWKt5tTDygm49O60tNZhrdnZirElTohU/7fZiYaZ7plZVpTY2ycxLJp/tfurUPbcB52eyrr+m57bXuH6m8eiOcSIIgiAIgiCINNPrxLbdu3dj6NChtmMFBQXo27cvdu/ebbzu7rvvRqXsIqdDbDiWL+dCG2AXUkwbBHljB3gXggQmYcFtUzprljmT52uvAXv22DdMThtQLxtWOTOkyo4dvL2A902urt9AYkKIggLg/PPtwqFXEU/ncgjYkwuIetetszaQkyfrrxeYNpw+3LFCoRCiv/kNyqZMQf0FFyB02WXxtgSDQfv4dCZ4CAJ20cFNFGhr4+NWWMjH9cABLgbGYvyYcF9ua+NCZGEhF2wLCqxkEn4yHgI8+ceMGTy5wbhx3CVRZN9NhyCjE7RkRo/mdfoReb26r7rhN4lBKsKDLDIyZrk+e0XOOil/USA+04k0gkmTeIZMWZwUfdm4Ue8aK/DjoplsllO/bqAmgQrg98Wdd6aeGKOr8JM0QZ5br+sw00lSCIIgCIIgCKIn0EWWdo5Eo1EGwPG1efNm2zUmN9LvfOc7bPr06QnH+/Tpwx577DFjG44cOcIOHToUf7333ntm00CdS43O7bOlhbsKZmUlutUk6yolXLJaW93ddeQ6dAkEVFcgp/J07dW51crv1eDx06b5cxPUJUXQJWoQyRJM7XTC6/npKlc3l4Yy4wkQ6uvtbqOm8REvP+6GToHP5bKc3Ob8utSZXHLlcVPXkrpOnNaR+pm4N3Xj09Uua12ZJMBpnL3gtDbc2i6Na1PF3VqXxCYM0JfjZ4ySnT9THV7uWzUxR7L3Xjr6ksw1fpMmHKdJCI5neqN7Ym+kN85Tb3S57I19IgiCIHo2PcqN9Oabb8Y3vvENx3NCoZCnsoYNG4YXX3zRduzAgQNobW1NsHiT6devH/r16+epDts397oA/WvX8p/19cCzzyZeX1KSvKsUwOurrna36pCtYpYssQe3F+UAVv2qC19bG09CINwr77jD3l61/nHjLMu2QACYMMH+XpQjuyKKZAc6Hnkk8f2YMfZjRUU8eYKwxJATTHhxD/M6D34tjEznm6w+qqu5tVfnscb33+cJEB58EKHf/Q41ra0ov+QS1KxZg9Cpp/Jr1PEpKADGj/dnTWKytBPIVj8mSyC/VkJbt5rfy/Mho7qTOq19dR13dNjrkNuYTldLL2Ta6ke2SGpstH8mXJ+9Xi+7gqu4zXPn+m9uBmbOBGreB+KP8IoKNB4YhPLaUqy68WkEK2611y8sKAG7ZalDPb5xug9160Fd41u36sdGNy5eLT+TWYuma5xc/NvanF2Xxbj4uacJgiAIgiAIgrBxXIhtJ510Ek466aS0lFVcXIy77roLu3btwvDhwwEAa9asQb9+/XDBBRekVrguI9+MGYnnic2JKioAVhbPGTO8b2Z0sbI2buT1i9/dNu6LFnF3MF3mTlG/XF5bmyWUiQyVcntra4E337TXr7rW6Vzt7rzTXvezz3JBr7iYl/vb3/Ljs2YlbmYZs9w8BXPm8I2r6qor98uJrt5U5uTwcRDrqLo6QchsPnoU5c8/b8tGGmKMZxydPh2rtm614rXJFBTwTKh+UIUpFXkz7kXc8uLKN26cfR2OG2f9rop/eXk846fqTuokWqliuM61eeLExPp6g6hgEitl1+dkrlfx6LIZDAI1NUB5Of8ZCgGN7+egfOs81LwCBEPnJtYv7oVAgAuEOTn+XZWTxbQenL5YkEklO2cya9F0jVqn6uJvyjotSNY9VyWVeeuqOScIgiAIgiCIDNDj/nPduXMn9u/fj507d6K9vR1btmwBAJx66qkYMGAApk+fjjPOOAOzZ8/GPffcg/379+PWW2/Fd77zHQwcODC1yuUNTF0dF5xGj9afW1Kit3oT4pDbZkbeaBQX84QGspVca6tlCSXiT7W1cdGpoYELOFlZfIMtNilr1lhltrbyzZdcHmBtAqdPt2/iVHbsAM48k/dHjn+lbiLV95s22d+LPqliYlVV4tiOGmVvczisT0ggUMa1ubnZLlK1tQFtbWhGZ6wzcb7bJi/VTaC6jgoKbGMd3LzZSoAg9SsEYFUoZPVBjck3a5b3NgjUGGmCUIhbEYr1I3ATt+SEIKbxESK1HLNNoN4Xw4fr43s5WTTJn8nrWEYcU4XsY8f43GQq/tYdd1hzVlfH71NhcZoOcUG9D/wmg9BdX1jIrQOFNZSaOEOH1JdQSQlqHqxAeXkOolHeXSG8OSazyKQFoqk8dT10PiMcY/YVFzsnxvAiool6ZLwIXF5iQ+os8cTfAxPpssBMZd662uqUIAiCIAiCINJJF7m1po05c+YwIDGm2/r16+PnvPvuu+zLX/4yy8vLY4MHD2Y333wzO3LkiK96tH64aqwbEc8mP99+rKjIHrMtL4/HTFu8mB9vbeXxtoqK+CsSSYy1o8YmGz3aPXaSLsaSGm9HxPgpLEwsS8T8qazk7ZLLEO3VtcEh7lhCTKHFi/VluL1EPDz5mBxrSO17UZGtPU1NTYlxzyorWQxgYYA1iTpEe53iFamfRyL+4ibp1pE6D6a6dHOZjnhjprKSqSOVeE9qfZFIarGjTHHtCgut+8/LvZUu1HuoqMj6LB1xslItI12xutTnVzjM6te2MoCx+nrpvEjEfl5pqb5+P7EevWAqr7XVHN8vWbyMqSkupxviflFjhkaj5hhzmVjXpudEKvOW7jnvQnpjLLDeSG+cp94Y36w39okgCILo2Xj9H6LHiW1dhXYATQHD1eQDoZD/hAdumxSnl9hgqUHlvYhS6nnq5wUFliAob+C8ihPqRrO0NDmxTW2bKnJFo/y9gygkEg4IwS1WUsLCAIup4+SWKEInmPgRxJzmQAi1pk10pgP4qyQjvqRzk9zSwvs/eDBfO4sX+xP+VDEnmXXnhF8x0klsS8e4pSrApkvAVfoSw2gWzn+F1V+wgIULd7DYts5y1fEoLPSWoCCTAli6RR51TFtaEvuYap1uXwDo6kwnpvHUiK4pJ7HoAfRGEac30hvnqTcKU72xTwRBEETPhsS2FNEOoMnqS2clplhW2TZcJgsxp02Kk8BlyoznZSMpv0T7TOWIDZyp/bpNolvGUnm8Fi/mP3WZU2WhSmwYVesN3TmycDVtGovNn8/CZWU8w2dhoSW0mSwEdZk3dW03jYEq9ggrRtFGde68WtelildRRZ2/oiL3a7y03al+dXy8rGsTuvXntH51685p/NRngVubdBl2/YybU1vSYZWYLqT7JIbRLIy1LIbRne9DXHCLscS5KCjQtzPdfXEqL9P3nq78VOvsbiuwTFgKduf6TZHeKOL0RnrjPPVGYao39okgCILo2ZDYliKOA6gTfbyIZ05WYbpNis4KLC+Pi3tlZZa105QpieeFQvy400ZSbG6Lingf3KyupkxJ7L+be5K6idQJg9J1TU1NWoGnaf/+xHnQbfDU9hcVJbSxfu5cBoDVr1ljWU2Fw6zpww/59VOn8uOd49e0f7/VZ1UsFGOn9lG0RRViVcsdYbmlCjyZtnLyurk3rQena7xskt0Ezc7Pmgz3SZPXMdHV49XaLRw2WwSZxiUVS7hkxQUnq6LusgzqFFmaMMAmtMUFuJJZLBxmrOm2u7wLnAaamvwd99T2TIo8uns71Tq72wpMV7/pmdnVQmA3iHa9UcTpjfTGeeqNwlRv7BNBEATRs/H6P0SPS5BwXKAGZxcZD+UEBgDfWohg2KbA5XK2RDnAdU5OYlIEgGdmjMWAxkYePDoS4QHX1661n5eVBTz9dGKAdV3ga/kc+fN//hN49117P9X+iwDnGzbw32tr+WvWLGDxYnNg8Q0beNB1Kdh6c3MzZs6ciZpx4xCSgn43XnYZyq+4AqsmTkRw82agpATN3/8+gprg4M319QjK47xjhy3wfyNjqHzySdTX16Ny7lzUxGIIAWhevx4zzzgDNQcPIgTw8pYsQeN116H8a1/DquJiBO++2z6HgQBPEFFRwcdbZL8USTGeeQbIz7eP/8GDiUG/1TkSY6UGPvcbQN8pwLgpaLtax8KF1vnbt+uTFaiYkhfIZW/frq9falszgJkAasCTQwgaAZQDWHXBBQg6JWIA9OtdzYibn8/nRdePpUv1Y6hLyCH62Namnxe3+XNK+mC6Vtxz8lg2NPDf1WQD4nhX0BmAP1hdjVX1yxFEEbC+81kSCCA0bSxW/QAI5i0E/vCQPTmHj4ywzc3AzJlSwoVOGht5BtRVq3hGVN9tz2Qgft29nWqd6UpokM76dZltU8lsmiyUaIEgCCLjPPjygzh87HCX1Teg7wDccMENGSu/q/sDZL5PBEF0PSS2pYOcHKCsLFEYkzcW6gZrzhz+D79uEw3w448+ai8vL4+LbYBdoKio4IKdnPl0xw5errqpcNvUyZ+PGWP/7L33zOdXVQHRqHW8qooLaZFIojC3cSNw8cVWBr9OgsEgampqUD53LmrmzUPozTfReOaZKN+yBTXnnhsXu5rr6jBz5UrUrFnDRZjOsWu89lqUr1yJVejMLqrQCC7S1MyejVBpKWpGjEB5LBYXc2oY458DCDGGxt/8BuXr16NmxQoEb7jBvmkcPBiYNy9xUyuLk4zxTKMHDljH5PdiDnWbb7fNq9OmUYzz8uVmQcuUxfDOO63smHV1XBBdsoS/r6qyb563b+fHvGbN1G2+gcQNeGfbgoyhBkB5fj5qzjoLoUsuQeOhQyh/+GHUzJmDYN++ieMhxkkeN/k+mzGDt1tGJ7SJNqmiZEMD77NahqC+Xn/fqf1PV2bG6mq7UAXwDKfyT/V4V9H5bAhGoH3OBXMAIIc/C0XffIoxwSAX2srLLcFNCG01NYrQlo5sr+kgE8JYpgXCZOpXBem8PJ5duKPDEqS7Yk68ZIMlCIIgUuLwscNoOtrU3c1IG72tPwRBdA8ktqULSTQCwMWYm2/mG4vp04EJE4DJk4HXXwfGjeMWQ04bDd0meuhQvpMUtLXxsktKgNWrgTPPNFuIOFnGpGOzo9vACGFClN3eDtxxB9/w1NVZ50lCSejhh1HT1obyVasQ/c1vUHnnnahZsQIhSewKAlwou+EG1NTUIBSJoLGxEeXl5ahZswbBRx4B7r/fJnI1A5aQVlAAAAhdcglqNm7kVlIAQueei5pnn0U5gCiAyvfeQ83XvoZQKJQoTs2bZ20uVRFKEAhwCz/AEk5HjrTmyElYc9u8ik2jbFkoLAXb2+3Cq1yXwLThf+QR+3WPPGKJbeKc2lrLYlB85mWjb7LuVAUHqW2hkhLUXHstym+4AdFLLkFlZSVqXnmFz8nUqfbx2LCB/24SpXRzpCIEgdmzLeFOnvf2dns5qpjqtJlPZdNvulZXRlaW/ad8vLsEJ501rM56srjYemZ6bF8oZAlu0SjXimsebEPo4c46Jk7kY/boo9a9V1fH17GwTO1K0c2vMHa8iIR+kZ+ZAP+iaMcO/rzMykq8L+X7NZ19Nn2xQBAEQaSdAAII9vNrUu6d5qPNYHD5Xy6NZLo/QNf3iSCIrqMH/MfeQ9CJMYBl7SWLS/X1wE9+wsUB2eUQsLv5yeTm2oW2UMhyP33mGb5BlYUcgG8yBeqmpr7eEtvkNrS18bq3bk30vxLCkan/ch8BuzDxzDNAYaFe7GCMb3w7OoCqKoQYQxRA2ZQpqK+v14pdoWnTUHPddSgvL0c0GkXlkiWoOfdchG66ifdBFkDABbq4xZsQRgMBhOTjkycj9N57iO7YgTIA9QBCb77Jz3WyRnETkaqruesvY/xnOMzH3klYM42xumn0IiINHswF3g0b7JZofi1hxDUbN3pzJ3Vrv7DuNNXTSQhANBpFWVmZtR4Avl5kOjqcRSk3N27ActPOyuLtUOd9w4ZEtzhdP73038+m3+RWLFy71XFoa+Pi/rp11jWTJ3e/S534gkA8c+rqrGdRSUn8GeC3faEQf9SWlfHiQr+T+qk+lwR+xeLuorvnLFnke8fkgm5ydU5nn7vbxZYgCOJTRLBfEAuKF2Ss/Hufv7dLLc4y3R+g6/tEEETXQWJbuli4kO/ytm61LNcuu0x/LmPcYkgWxoTgJISQ4mL7JvHIEXsZH31k36So5QF2tzFVhFAtn8TxX/zCEqr27+e72LFj3TcpFRV8oywso2bNAp57zl4nwDf9OmFoxw5+LWNoBFAJoP6CC7glU00NQpoNUygnxxJh5s5FSHKbbAYX0MRPyO9LStB84AC3gJM+xwsvoPGyy1C5bBnqO9tQc+aZ3FVVF6evqopvDv/1L3tfVBFJHfvOeFa+0W0aZ8xwFtoCAb4ehaC0bh0/btq4zprF+yW/V0k2nlySm97GxkZUVlbyOHtiPYRC3IpPJjvbLGi5uXEvX87XO2AXA9R5r6qyC1jjxtnvpVAoUdRMsf/Ga6ur+byqrF/PP3NbL+KZI+IoZtpyShXa5PYCiYK8DyG3sZFbtNXXd1q2tW5DyM2K0VRHJi3Jkim7p7pByveOav0rhGKTq3M6+9zdLrYEQRAEQRDEpxIS21JB3jjJFmL19XzzqrP2AvTWMIA9zprpHEFuLhfgxKZfx+9+x902AXNbVJqb7e+bmrwJQzk5fDMlLEWARGFi9mwrkUBxsd2tq5NGSO6el13GrdfmzuVWa2++abmdVVejsa4OlR98gPq1a1H59a+jhjGe7AA8sP59AG4BUHPRRQjt3YvG1laUZ2fjvssuwy0XXIBVsZgttls8Ptz8+Qi9+SZqxPvGRsuaSmCwKGvOz0dQjkkE8MQNdXW8rlTcmHSbRtVVS9RRVmZZC8nWWG4b18WLuWjlJAglG08uiU1v3D24U2Crqamx3k+axBODiPXVmWgjoW2mNqtt8hI3zJTwQzwD6uu58qMTNVPZ9HuJiaV+Zlov8nNgxw4uwMlWsmq700V1tV7kF6iCvMd7RY7RFncpvaQKNdiIEBoTL5Bdf3V1ZNKSLJmye4MbpBpXVAjCOldngFtly+tUttImCIIgCIIgiB4AiW2pYHLhE4LG6tWJiQuKirhVTXu73YJIIDbtauwsle99D+jThydl2L4d2LnT+XxdEgUdAwbYA8affbb9cz+WGW6ZT7OzbQJH85VXovwPf0DNiBEITZsWt16rOecclC9bxt096+qAdevQ2BlbrQZAaONG1MyZg/Jly/j7QAA1F12E8nfeQdXll6M8FkNVbS0ikQiqqqpwy4IFqBkxAsFYLN6U5lCIC2srVsSFtRCAmk6xZ9WqVQgGg/rkA6IMADMPHkRNZSW3qukUrRrPOAPloRBWFRYiWFbm242pubmZ1607LsoSMduEUJGVZReVZNHTabPuRRDyGk8uRZqbm21CGwCb4LbqT3/iAqZbrDu5zXKiBPkaJ6sztzUv6ps2LdFqLJPxtXRCK+AuFoqYe4KtW5ObO79WWl7KnTXLXeyVaG4Gyq9vR83RWQhdsAYYNw6h1atRs2Ykyqevw6rQfAQnn8f79fzziQKpro5MWpIlU3ZvcIPMydFnXda5OgP6v6nJ0lNj3hEEQRAEQRA9GvqPMxkcBBcA1mZXuAuaEhNkZ9s3vnIcLtUltLTUygY6ezawaBEv55JL7BkwZWbPtn7XbXZ07T7nHCvQPGBtfgR+LDN0woe88Zk4kVtSdW6CgxUVWPXjHycIS6H/9/9sGUabX3zREtoAHkh/9WqeubK2FqtuvBGhykrUvP8+ysvLccN//AcuvfRS/OpXv0IkEsF9996L0AJ7/IXg3Ll49Nvfxsknn2yvOxSyhDa1/wrBzjaVA1y0e/99NDKG8ro61EyYgGASG7zm5mbMnDnTJjgBnRZfc+di1YQJCP7hD/zgrFl8DkXMK2Fd1RWb9QxY3wSDQfvYd2KbE78WR/L8qfHCTJtwr2tedYkzZQROF/K8iiQAQlAyzXFOTmL2T9nN2M/c+bXSUq3q1OQSRUX8eeDjPgkGgVUdlyH4wmp+YP16YMYMnLhqHVa9PBLB+y+w1v3q1WhuyUEw10M7M2VJZipbPBcbGvg6ysriz16/8RWPZ2HJa9ZlgK9jGfW9Sme/m+tfRrDsgoRkQ83R/0IQzT0r5h1BEARBEATRozlO/gvvYZgEl1CIB10XmyTAOQtfRYXlgicskxoaEoW2oiK+SdBtmrZuTTw2eDBP0KBuuJ1cSYXFnSy0AcALL9jfp2r1oW7QlyyxuanqLLgA2Nw9g3l5WHXkiN0tMycHoZ//HKuqquJlhEKheEy3ZcuW4ZprrsHq1atxyxVXoCYW40IdAITDaLz2WpTPmqUVd2zv1QD5ubk8gyVjwMGD3BoOQPnevYgyxuO+AQiJcfSZcS8YDNpdJ0Mhy7Xy3HMR/MlPrJOrqvg8qvPTFTGLxFoTYoEpbhngSxAwrgf5uFN56mdyQHbAnKBExuuaV13ixLUq6RJEkp1XJ1dYNzFWbvv27c7j4pR1VE2GIOLoyePgcZyCb9qfUc1btmPmTKBm3C8RXL4k/qxpPDAI5VvnYdWqxNwvCePT3m5lEO7o4C776YhrZxKXdH9T3OIr6jiekyl4zboM+Bc8OwW1mXgSNeu/xZ/tneU21m1DOZ7EKsxEkB3uOTHvCIIgCIIgiJ4NI7QcOnSIAWCHDh1K/HDaNMb4NiDxVVnJz2lt5b9Pm8Z/iveBgHVuOMyPM5b4mfwqKrLKUAmHzW1QaW1lLBrl5RUWMlZaytjUqfay5XYEAon9KSqy6pE/d0NcP3iwva3TpiWeI48ZY7zN8jWLF+vPU4jFYiwcDrPHHnuM5efns8cee4yFw2HWMH48CwMs1llerKSEhcNhFovF3PuhG2/xKiuLt6l+zhwGgNXrzhN9No21Q1/q6+utturWYVGR5zIzgpc++eg3Y8y8LnTlyfdLS0vifIXD5vts8GD38p3aW1np7V50K8+tv92B7v6XX7p+pNpPr+OumeNYjLFwwasshtH8HsdoFs7dxGLbPI6lWre8bkRb0jlPpr8p8vMxmXL8Xn880NrKn/EFBYzl5fG/Uy0tztd09juG0SyMtSxWMosxxvg6KNzBYtyxv8ueiY7/PxDHDb1xnkaM4Et9xIjubkn66I196o38bNPPWHR9lP1s08+onuO4LoIg0oPX/yHIss0vIouaCRFzTc66J6zJ1IDm69fz89asSfysqIj/3LGDv0TiAdVKLhAARo/m2Unz8oCbb3Z2IVOTGKh4tbwQlnALF3LrFJ2brGyVIluxCFSLBZNVxqJFVmIFj1YlwvqrqqoKkUgEf/nLX+Ix2yLXXYcqcHfPKIDKDz5Azbp1iUkQ5HEWdTslrti6FdizB43vv4/KuXNRP3cuKp98EjWf+5xl2Sb1ubm+HkGNZZAuRptspVdfX8/bqrNU9BnzyhEvlkXqOWoyBmHhJpfh1zrSzVpHvXfE/aKLUZiVxT+TExqIa/fvT7zPAO9uuKpF1OzZ+nPd+n88WieZrHmLirg1bzKxz5ws89rauIu9l3WyejWPwScyQa9ejVAuUDPnWZQvq0EUlahEFDVHrkHod+XexlJtuy6uXTrnyZToxK8La29IplBdbSX2AXhc0qVLPbn+hti7qMG3UP7BOkSf7cxMu2YkQr+b27Nj3hEEQRAEQRA9jy4S/3ocRrVStV7Jz0+0LNJZPwnrB531QmWl3opDtVIoKnK3QMsUJosJUztUa6O8PHcrojRZZTQ1NbFwOMxef/11m8WasA57/dVXWbiwkK0+91xufbZ2rbkwpX9NkyZp57Cp82ds/vzEOsvKWGz+fJsFTFNTEwsXFsat68TYiTY2NTXZmqG1bJMtFYuKGItE+LF0Wdzo5lats7TU2QJIZxGksxpyaqvbujBZhapWlKqlmRdry0zgdu+m0zpJtxaSWR86yyu3504qzyivVoJOtLay+uHfYABj9ZjsbyzV+kMh9+dzOuZp6lR+P0yZkty9m8q9f7xYVOrWmtvYKm2vX9vK572+a5qs0hstpnojvXGeeqMVWG/sU2+kt1mckWUbQRBOeP0fgsQ2A8YBdHIhdXqJDVQopN9ImNxOdeW0tqZno+dnc2XaOJvaMWWKeSxMG+9IxH5eJJJ0P4RYpYpW4v3rr7/OJk+ebBevlHPU/jUBLFxQwGITJtjaGQNYGGAfiM8VYc0ooG3bxgW3khIutG3blujO2trKBTxRrlSe0e01XUKsbm5NgrF4CdFPnDt1qvNal4XpZN1OTS7Oqsuo7LadifHySrrcJ72gK8upfFPbTK66Ts+MVMQbpy8aPCJcCOtRyl0LEXIcS9vt2doaX5tNGGCtH1NYgHS4Q2fqWq909X3g1I4UhNZYjE9VfT1j4bJ2Fpu/rMsFxN4o4vRGeuM89UZhqjf2qTfS20QwEtsIgnCCxLYU0Q6gtAHz9VKtImTBzWlT09qqj5HktmH2ip8yvG7CxYZUJyoC5rhYjCXGZotGk+6HKmwJmpqaWCwWY5MnT2YTJkxgsVjMJl4lCGNK2bH581l48mQWGzGCsZwc9nqfPlb8N2H5FghwSzdpTE3t0Vqsye2tqLCVL8ozCXiMsfRZ3HixttS95HWkro+CAj6vYv69tNWr0KBaB4nXJZc4WwsdLxY9mWiPbnydxtz0TEiXhZxXkn2+dbYpVjKLx+r6xxH7e0PMtqYmvkRef106OG1aPAbYBxiWuDb99j9VS79MC2HHS7y31lYu2AvrWfl5oZ6njL8Q2sRjNDZ/WafQOrpLBcTeKOI48ctf/pKFQiHWr18/dv7557MNGzYYz/3www/ZNddcwz772c+yQCDA5s2bl3DOgw8+yEpKSlh+fj7Lz89nU6ZMYS+++KLtnGg0ygDYXkOHDvXV7t44T71RmOqNfeqN9DYRjMQ2giCcoJhtmaC62h4DKhQCGhudrykq4i9xHmM8xtFcDzFkcnJ4XLRo1H58+XIemy0SATZtSj4OjZ/YWab4SnI8KzUGlkogwGMqiXhHagywTZvs52/a5C1umNKP5vp6zKyvj2fvFDQ2NuK6665DIBBAbW0tAMSzfNbU1ODaa69FTk4OHq6pQfDnP+flFhfbxjlUUYGaSZNQ/sEH+BGAawH8ZehQhM45BygpQXDDBjQyhnIAqxhDsHNMdVk1m5ubtbHY5Jhtwc2bsQqd2VilOQqFQtrMqQkxBVOJ26SLVVZdnRgnrqAAOHDAei+vo4oKnlXx2Wf5+wMHeCClrCw+rl5iTLnF9lLXhxxLKxAAysqsdanL8JipbK26tgHu6zmd7TGNr2nMTc8EXZuqquwxy+rr+Xke4io2N+szgsaPe42Tp9KZlbIcT6IGlyD0+FwgEkEoAtQ0AuXl0GYjDQaB++4DJk0C/vIXXmXjGTNQXncbqhDBLPwWqy54wZYV2fc8pZLJOdUs0F5IJd5bujLsAvy6ykr+ckKJmdd8tC/Kn78NNTX8TzMAhF7/C2rwc5SjBqvYTATVbNtEyjz++OOYP38+HnjgAVx88cX49a9/jS996Ut46623MGrUqITzjx49iiFDhuDHP/4xfv7zn2vLrK+vxzXXXIOJEyciNzcXS5cuxfTp0/Hmm29ixIgR8fPOPPNMPCPiJQLIzs5OfwcJgiAIgiCSpYvEvx6HVq1Uv/kXmTx1saFkS57Jk+3HSkutb+NbWpytI0zWdOn4lt7NikW1EFIzl6o4WT2psezcshfqrhGWc25ud9Goo+ulbA0mW5ZNmjSJW5a5WZEMHszqO79Jfwxg4ZwcK0bb/PlaSzQVEVeuYf16Fi4sZPUXXMDChYX8vYNlneucqy5YJtdJxpKzTNLFiYtGnduos84UVjNObfDymS47rroOuzomm8CvC2cm8GuR5seyzXS/u/RLWJGpXtDCKslgBOqNzjbFXT8VS1q3shsaeBjOxx5jLBzazhpwsWUZVVjo7T7xYgV8PFq2pWKp6KV96baE1FjiJcyvzhW4C+iNFlMmLrzwQvbd737Xduy0005jt912m+u1paWlWss2lba2NhYMBlltbW38WDQaZePGjfPbXBu9cZ56oxVYb+xTb6S3WZyRZRtBEE6QG2mKaAdQ3VBEIokbfj8vUwB5Fa+B3P1uZry6hrptpHXCh9jYOG3OTe13G09T/aKuSIS7fILHUqufO9cxxll9fT0DwOpFNG2XdsYuuoiX21l+w7nnWq6gmmQIJhoaGlh+bi5r6KynAeDvGxrc58iEH1ewdG3g3dpocoV2w0k4NK1R0Qa3JA1dgToXl1zCxfdUhb9Mum/6EYqcnhMuMdYS3P1iegHON7o2+Zzzx37Lg+svy7vNEtr8lOUkWOoSmnhBnpdo1B4X0aOLZUZRYzNOnZp4TroFQ92XM2pfvbQrA/RGEUfH0aNHWXZ2NnviiSdsx2+55RY2efJk1+u9im1NTU0sNzeX/eUvf4kfi0ajrH///mz48OEsFAqxq6++mm3fvt2xnCNHjrBDhw7FX++9916vm6feKEz1xj71RnqbCEZiG0EQTpDYliLGmG3yBka26En2pQpoTjHN3DYrqWxmZGs2VRDQbaRNgcJNmx4/7XOLC+a2YYpbt4CtBuxCGuP/uAvLMW3MNId2xmIxFg6F4llEYwALh0LsscceS6jHibhl2/jxduFu/HhzLDYdBqHR0xroqhhNaiy+srLkM2CK/jhlx1THxM161CupxujSxTFMRnDoaus4xvRrxZToQu2bYdxsgezTIbTJdSX5xYRIqrAMtzCAscdwVWK/ROw/0zpIJiaeH7yU0dVrRGeBrJLu542TdaugO+4V9ukR2z744AMGgD333HO243fddRf77Gc/63q9V7HtpptuYmPGjGEtLS3xY6tXr2Z//OMf2Wuvvcbq6upYaWkpGzp0KPv444+N5ejivPW2eeqNwlRv7FNvpLeJYCS2EQThBMVs6woaOm2SUuHss4ENG6xy9u/ncWgAK/6UiIOzcCE/bopjlEpcHzn+jRs7dvBXXR3QGfvMdl1RkXt8t+JioKMDmD49McaPGjto0CA0HzxoxUtqb48XKcc3i1NSgua6OkwF8DaAx77+dVRWVqKmpgYA4rHZHnjgAdxyyy3x2G41NTU8htuDDyIk2imNc3NzM8rLy3HfsGEINTaiGUAIQNVJJ+HSG2/EH//4R1RWVuK+++7DWWed5TiEwWCQx1z7+c8RfekllAGoB1By6aVY9YMf2PvkFA9Jnre6OqCwkMcoy87mAagWLuSxtXTXJhOjKZnYTIsW8RhtfuM5lZQkxocTa1puO8DX3Jw5Vtnq+ktHDDQlRpRruWrcsWXL7J/n5dnv4SNHgBkzgK1beWzD1auB3NzEcr3c5+mMoQXo14o8zm1twOc+x58LcjsB47iFTmlDNPRblJXNQf258xH69hvA5MnubXUaJ7lNctw+dW1r2tR4XQTl5UDVifchEpuJx3A1bsR/45Q+e1HSut66tq3NeR043VfpiL3mpYx0xXgzrSP1eCBgvy4rK7EsP88br/EOIxH+Xqw7ta/Jxv4jfBFQ5p8xlnAsWZYuXYrHHnsM9fX1yJWeh1/60pfiv5999tkoLi7GmDFjUFtbiwULFmjLuv32222fNTU1YeTIkWlppxvjxwO7d2e+nl27Ml8HQRAEQRAe6Rrtr+fhyY1UtVQJhbjVw+TJPPCPahGRl8fjtcnHFi/m5arWZMJ6wk+2ULeYaE6YrMlychL7oDvPzaqhtZU1VVRY1iCLF8fPbwLsmUcVq5OmSZOsOGhibJhDRs7WVhabP59NGDiQnT9sGJtw0UWsoaGBTZgwgZ1//vlswkUXsddvuskW003w+uuva8sU7z/44AMWLixkr6PTEg1g4cJC9vTTT7NwOMz+9re/sfz8fPb6TTdZMe9MWTAZY7Ft22wx22LbtiWOndM6cLLwcrs2GVezrrQUcVrT3ZFB1BSz0Wsb3Kx/vFgHMdY9lk1exttUp8GiSWSKrMdkbxkjRRvUZ6XheePH+qwpfBkLh3nMtnDhDhYDf7Y34GKWn9PEXscZ1vmqW7RqodXSwts0eDD/KVnj9DjLNlM5ybhq+7ln3dyWTW0Rf4d1Y9+FfFos2zLtRnrPPfewQYMGsc2bN3tqz9SpUxPixznRlfMkrLO66tWbrMDIsq1n0NsszsiyjSAIJ8iyLROo1gKHDtk/Lyzk39xXVXGrN5Xhw4G+fe3HXngBWLOGZ/KTM512dPizTlAzpZaVuX+LL1sPtLVxawNRn2DAAODgQet9v37cskQ9T6axMcFirTkaxczqatQACD3zDJCfz08FeObO2loEhUWfYpkUBFDT0IBygF8fi6HxBz9A+auvoua88xD82tfsdbW0oHzrVjy2dSsAbsn2/e9/H8eOHcN7772HTbNn46xf/YpnC12+nGfTjETQ3NyMW265Bffdd5/NsqyxsRHl5eVYtWoVTj75ZNSsWYPy6dPxn4MG4dJ//AMPVlfjpz/9KaqqqhCJRPCXr34VtzzwgJVFFNBmwWxsbET5DTegZt06blnXWY+aRdVxHagWXuo5Ttcmk/WyK7IiCnJy+L2hs3DJVAZRgc6yRrXMaW/3Z+m2enWiRZZM53o1vhd4sdbxM09erOC8jLepXRqLpsZGoLy2FDW4HCG8ixqUoxw1qGHlCJnaarK+1Y2Trr2m510ggGDZBXj028CsWUDNmpEI/Y5niy4pKUHD6h/glhfvxyrMRBCHeVnStQkWWkuXWtlv6+v5e9GWdFhaeSkj2XrUtSBbXTs9V7Ky+Nw41ef1nm1r4xbTunp1x+S+bttmZf5ev57fb+LZS6Sdvn374oILLkBdXR2++tWvxo/X1dVh5syZKZV9zz334M4778Tf/vY3jB8/3vX8o0eP4u2338akSZNSqjfTZGXxfwUzzbBhma+DIAiCIAhnSGzzg8a9EQcOJJ4nb0RkRo4EJk7Uu9KoKeuzs/253agb1JwcvSuWuuEUm0IACIW4O57YPHV02AU8gAtv4TDw7rtx151mSKISAMRiQCyG5ro6fjwSQXDzZtSAC2s1jCF05EhcaKsBEFTdjuR2TpyIUCSCmhUrUP7ee4ju2IHKZctQM2ECQsuXJ4gdcRfNTsHs7rvvRllZGQBg9erVOOvnPwcY423r3LQJd9S4K2mn4PXGG2/EXU1FeaFTT0XNunUoLy/HvQ88gBtuvBG/+tWvEIlE+HU33GAX2qR6BMIlVdTT3Nxsc2UV7W9ubkbQaR2IjWZtreVKJZ+TjKuoE+kuz41Mi2omdK6PqoBhEiJM5OY6b/zHjbPfb+PG6c/zMiZu82R6DngRDU2Y2qWMW/P3K1D+NaBmzrMILd8JMNgEt1Wf/zuCahmqACNjGicVVawLh3mbO8Whk3OAVauAYNDej7NQhVUvXs6FtkAAmD070S1aJt0Ct4qXMpKtR133ZWV6YVFdX5Mnp+8+ra62uyOL+gB7ncXFdhf51auBoUPt15kEayJtLFiwALNnz8b48eNRXFyMBx98EDt37sR3v/tdANx184MPPsDDDz8cv2bLli0AgMOHD2Pv3r3YsmUL+vbtizPOOAMAdx1dvHgxfve73yEUCmF3p//lgAEDMGDAAADArbfeiksvvRSjRo3Cnj17cOedd6KpqQlz5szpwt77Z/hw4P33u7sVBEEQBEF0BSS2+aGiggtQjzzC36sbPyGY6ayNAODZZ4HSUr0FwKRJwNq11kZi0iR/1glqfKuXXgKiUeD227llhSijo4NvUHSb1sZGYO5ca9M0fbq+rpwc4M03gRkz0LxlC2YyhppZsxB65x1g+3Zgxw7LYm3FCgQ3bgSOHUMIiAtu0bFjUfnaa9xSDeAmJTLqpm/JEoROOw3R996LxzcL/fOfxk1tMBgE2trQ+KMf4faaGpw7YAACgQCqbrgBp19xBbeu6xzr5s9/HjNnzkyI3XbDDTfgxhtvRENDg93SDEAoFEI0GkVZWRmW3XsvrrnmGtRfcAFCDz/MN4FqrDGACwZtbUBODoJ5eVhVXIzgDTfw+jdtQs2KFQiFQnGhLW5R96c/cfFBtw7EplqN7yfOSXfMIkN52th5Dsc9ke64Y37QCSaqgFFVxcWzdAmPbpZvXhBjtmGDPXafOu8mK7F0WMGpaCxVV60CgnnfAwoOcSvg9naEsrKw6qK/I1h5a2IZOgEmLw+YMMH7OMniKMAFszVrbKdol2pFReL959TnrhakTSQzV+q6z87W/71Kx3PF1D51/RUV2cuX/5bJfyM6OoCBA3ncU4FXIZZImquvvhr79u1DVVUVdu3ahbPOOgurV6/G6NGjAQC7du3Czp07bdecd9558d9ffvll/O53v8Po0aPR2GmV+MADD+DYsWP4+te/brsuGo1iSacF/Pvvv49rrrkGH3/8MYYMGYIJEybghRdeiNdLEARBEATR7XSNV2vPw5iNVJd1T8SQiUZ5/JgpU/h5amwfXXwfUW4kws8vKuLl6OLZtLbyz8R5kYh1XmtrYjw4IDGWjq5NpvapsXDES4mfEwNYOD+fxxurrOTvIcVYU1716MwQOneur4x+sfnzbZk7YxMmOMYJis2fz4oBNqGzLTGAvw8GWWzePFvdIv5brDMlosgu+thjj2nXRywWY5MnT2ZnnHEGG9ivH3tM6nNs3jwWLixkTWVl9rh+hjhDTQDvm1R/LBZjkyZNir834iUOknxONMrXjd9YZw71iMyqalsTYurJZUQivC3JxADrCrzU3R1x49zwmhnYFKPRlNFVXN9dc6K2t6jI/3h7jYmXKsfLulDnSvx9Ol7uOV1dfmKPqmtCjeUXClHMNsKR7ojZRnHH/ENj1zPobbHUKGYbQRBOeP0fgsQ2A8YECermtKjI2rxEIu7CVjicuMnxusHR1R+JWJ/r6hs8OLG9ajBp9XOx6WltZayszP55aSk/rmx0YuCJAurXruWB/ktKtO0RQtzqc89NEGiamposYUYnRpWV8YQGQngrLY2/TxCA9u9nk3Nz40KbXH8xwCaNHp2QBEEkK3js7LNZfm4ue+yKK7RJFISIJJIunBcMsmLwZAkTAFY8aJDVL0NweHG8SYh0JSXxcuvr69mECRNYcXFxYvIH3ZrwEyxdJ6ww5i4QuNSjipXqe1ehWtdu09gJMilqHC+CiV/cEmYI1DURDlsJSfa3aue7aX9r4j09eHDXjE86RKBLLkkUZ3rzutEJlMkIyH4Ffa/91t3f6t849e+lXI/8RZLu1VVrUwOJbT0DEtt6BjR2PYPeJoKR2EYQhBMktqWIdgB1G1nxz3wkwlhurv2zwsLEzYBuk+MmKjjVX1Rkfa4T29SsqKWl9k1RSwv/KV8rt1EtU9SnEf7qL7iAAWD19fXac4TQ9nqnMNfQ0BAXZJqamlhxcTGbMGECF5g6N1WxkhI2afRoNvnii7klm5RlzpiNtLPupk4xS21nE8CadFYtlZXsMXCru8eUNsfmz2eMWVZcImtpLBZjsfnz2ecBdh7ALgTYhFNOibepqaLCNYOeGI9YLMbq6+sZAHbeeeex119/3WGFuqwdeVPqZM0ozncTM6ZMSVzbyiZWFgsTLN10QrHbmlevEdl+hXWeac1+mjEJq50ZfOMYrGmbmvjtFSuZZb93S2axcOEO1oQB3sVSUU86xKd0lKMTe9O9bjJlGZaOzMFuWVS9luMm6Hvtt+4at7+FJpHY9IzrpgzGJLb1DEhs6xnQ2PUMepsIRmIbQRBOUDbSTKDGRQuFeBwgNZOooKODZ908dIj/DvAtgBqTxkuMHxHvy4lZs3gcKRk5kyigD5xdUcGDjwt0bVSpqLD1uxFA5f79qK+vR+WSJag591yE3niDZ/o8cADN6EyGMGgQQuefj5qjR1F+3XWo6oyPdt9994ExhgCAfZEIgm++icYzz0R5Tg4erq/Hidddh+Bzz/G6O7PMhdatsyVCiI9TdTWwfLk9yHpuLs+iis7EBbEYcOKJVmys3Fy88de/4kYAjwF4EMAEwIoz99//jVWRCIIFBfE640kMIhG0/f73eHX3btQPH47zZ81CMC+Px1zbtAmrbr8dwc2btTGPmuvrcUtjI6pqanDttdeipaUlHs/mO9/5DtasWeMc88y0dkwxuWTk892yV4r1K4jFeB3SWpLj2NXX1ydmVPXSDhlljaGxkb/Wrk0818uaPR5IVxw6UzlifS1bZk/eos5fTg6PxxWL8bGrqgKyshCMRFBTA5RfUoUabEQIjWhECOUfVKFmRATB2OHEtjiNvS7RRDqTL/hBTcIC8HbV1qYvHmCmsvUmM45qXLX2duCOOxKfFW5r0kufkum3Lu5bdbXz30I1+ZDIWFxV5RyDsK2NxyAVzxLxd7w7kq8QBEEQBEEQnwpIbPODvDkQGfw6A/pqeffdxGO6DYRu06FugDo6eH0qs2dbvy9ezDfQy5fbg0TLdU+enHhcF3xcbE5GjrR/JhIZiE1OdTUa6+pQ/sEHqFmzhmfqPPdclC9bZiU/QGdQdADB888H6usRYoyLWOXl+NEvf4lbbrkFjz32GLB8OcqXLUMUQGVdHWrmz+eizZtv2tvXmWVOCFHxQPyKyNQMIBgIAP/5n1YGwW3brHnrFO4aa2pwy0cfoQHAWeBCm8iUGgKw6sgRBO+/P57tVK5736FD6JeTg/MA3LZrFx77yU+w78gRlG/dipoVKxBUkivExy8SAX7wA9Ts24drrrkGTU1NeOutt/DYY4/h3nvvRSAQwL59+5zFNlOgcnVTWlQEjBnDs+EyBjz/vP18N8FXzZYr6pBobGxEZWUlF1wrK+MJJxLKB7gIfe65fBzkAP7qutfVa2L7dr7pdhJO0pl0IZmy0iU+mcoR66qhwToOmOdPI5CEQkDNmpEon74O0cG/QOX+m1GzZiRCvxsLPBfQC7glJfrxUOuore2ehBcAf/aJhBYyO3bYheNU1kimkiMkI2apAmVbG18H6rPCbU166ZN6jpopVDeGpi9+RH91fwvlL5zktuj+Nsvtra5O/EKsJ4jzBEEQBEEQRM+lawztupZ33nmHXXbZZezEE09kwWCQTZw4ka1bt85XGa6mgaYA404vUwwZnXuLmwuQcKecMiWxTPVaKR5T3G1Ufq+WrQaalq9X2q4Njj9tWtz9sgmwx7VT3BETXE+nTbMSKMhjpiZ/kNxAbW2Q5iUGsHBODnfllNutxLFrKijg13cmeBBuSbY+GNyu4rHJSkri8eDOBVhxv368PAdkl9TzzjuPDRw4kC1btowNHDgw7kZqdJN1w69bl5eYbep6lsr0FLPNyV3Z1G63uEzqenXrazrd/KJRezuiUfdrvLqMp1pOqq5/ra2sfu5KBjBWP3elPXaX+rwQcbVUF7/CwsSYkF7nKRMI19nCQsZycszjp/bDlGTCVIdXV0U/52YycUE6YiOq50Sj6Wuv098zr/HjTCEgMgS5kfYMyI20Z0Bj1zPobe6d5EZKEIQTn+qYbaeeeiqbMWMG27p1K/vnP//JbrrpJta/f3+2a9cuz2UkDKD6D7yaDKG0lG8sc3MZy8tjbPRo7//c6zZ3bgKYKculrq1uQpzaTp+xfRLEoM46mnRtk+qPoTOpghTjKyHjqChj8WLeVilmm0xc3Jk/n7FAICHWmq2dSp+bJk2yYqzJCRokoa1JM39NTU1W0obOMRNC4bkAF/lUlLmJbdvGJkyYwC688MJ4BtQzzjiDFRcXx2PZJYVT5to0l6cVXFtb+VwWFNjFTreNvZQ4ggGWmDx1KmPhMGsqLU3MqKrGk3Nar+kSuxgzxzN0Il2iiVs5KQa1j81fxsJYy+oxmYWxlsXmL7Ouc0n64UkUTXXsk0UX004dP69JJtLZFrfy/cYb624hL533WTrK0sV6o5htn3pIbOsZ0Nj1DHqbCEZiG0EQTnxqxba9e/cyAGzDhg3xY01NTQwAe+aZZzyXkzCA6oYkGnW3Risr8yZ2JGMlp768bkDUunTZSlUh0auQ5+UcKfFBuLAwbv0Vi8V4Bs4JE7h4NXiwJZiJdrlsHGOxGAuXlbH6uXMTsojaBKGWlrhwF5swgYVLS+OZUOPnSOJSbORIFg6FWNP+/Qn9aJJET9HeeoBNBs8wmoCyRpoqKlhxcTE777zz2LnnnsvOGzaMTRg4kDXMncvrDIf9j7PJiky3Zv2iqdOWRVbqZzxBhbyGIhH7epOz6UrXxeddYz1nEnc9iQXJCAumcU5GbDueEgYYiMUYCxe8ymIY3bmuR/P3sc4TTGOoE7LU8cmUdZZXdM8/py8k0iEYmeYqnYKUSncLebr6k12z6RADuzhLLIltPQMS23oGNHY9g94mgpHYRhCEE59asa2jo4Odfvrp7Nvf/jY7fPgwa21tZffccw8bOnQoO3DggPG6I0eOsEOHDsVf7733nn0AvWyMvGSG1P2jb9rcCYHJKZukbDUii3pqtsHFi/UZHGU3PS+bojRsfHSWUB988IE9G2lnPa9DceV0qVNk84y7pUq4ujp6PCdhHCShLSa/78wwakOzRl5//XV27rnnMuE6K8p6XV0LXufCaT15mTsf899UUaEdn1hJid4F18310kGM1c6DW3tTOdfQZ8/CYbKkKminQDwb6fxltj7H5i9j4TD/3JfIm6rYm+5+6qyIDV8IpC3brZf7tKtdQ5PBz7h4CY3gtb89QKBWIbGtZ0BiW8+Axq5n0NtEMBLbCIJw4lObjTQQCKCurg4zZ85EMBhEVlYWhg4diqeffhr5+fnG6+6++25UVlaaC1YDQE+cmBgA2ktmSF0AahHcubbWnoxg9Gj+U80kyDsKlJXxJAw7dvDMgwcO8DaJYOhyZtI77rBfX1QEzJkDLFwILF1q9WPhQntwcPV9QwPvB8B/JhFkWs7kCfDkBrNmzcKDDz6I0aNH8+MVFWj8619xywsv4FHAyizKGM8Aq9Dc3Ix9+/YlBOg/8cQT4/WEQiHUdGY/jUajqKysxH333WfLminOue666zBv3jz88pe/tAf6B/Dhhx/iZClgeTzTKoBQOAzk5CBUUoKaa69FeXm5PWOqskaaP/95fOc730FeXh7qL7gAlS+/jJrOssoBPArgZIDP8ZIlvIxIhCeEMAVNV5MjCHbt8jZ3TutVqTO4eXN8TMU4NTY28oQZYt7ke2HTJntd6vvOoOmhSAQ1jY22uVLnQb3GhinIfTJZLU3jLBKSqAHnU8VLEoV0JVpQCAaBVauAYN73gIJD8b6FKr6HVS38c8AwhmJsRVbJDRv4sys720qC4TchQrr7qT5rlftK249U59e0fkzJTdJBcbE9c3ZxsfW7UwIIp890GY5NzxHdfZZsptZ0ZKIFMnbPEARBEEQ6aD7ajHufvzfj9QzoOwA3XHBDxushCKIHZSNdsmSJsxgGYPPmzbjgggtw00034TOf+QwaGhqQl5eH3/zmN/jKV76CzZs3Y/jw4dprb7/9dixYsCD+vqmpCSNHjrROUDdG7e2J/7iLcxoa+OcbNnDBa8MG502G2EwsXAjMmMEzbQ4caGVUUykoAObP5/XNmJGYSXTDBp5504kxY6yNhrzhqKqy96u+3mrHM89wgS8QSBQUBR4z+ckZNoPBoE2wCQaDaHz/fZS/8w5q0Ck2ySjiY3NzM6ZPn45AIIDf/e53ccHs2muvBWMMa9assQlu0WgUZWVlWL16Nb73ve+h9qGHEPrd74CNG9H8+c8Dc+fi448/xte//vW4GCeynW7cuBGXXnop3vzWt3Byp2gWBLAqFEJw7lxbhr/QTTdhVXExgn36WMLsxIlcpGloAGIx7PvlL9EXQO2LLyL0+OOoefnluHD3KIBZsDKiirXT2ClCrSouRlDeULe18Zea+TM3FzhyBGhp4eOFzgytytzFM7o6bYo1grJOxKxZswahRx4BHn3UmjO1bU7ZGtvaEHr4YUSbmlBWVob6tWv1QptyjS1robxugeQ31qY2i/tW1DtjRnqybHoRJZIVLkxIYxcUfVDGyykpro10iSNA5rKZHjxo/e5HMHJ7vuk+d1s/mSAQML93Ep3uuMP6kqaujv8dE393dSK+18yjQOYytXol3fcMQRAEQaQRBoamo03d3QyCINJIjxHbbr75ZnzjG99wPCcUCmHdunX4f//v/+HAgQMYOHAg8P/Ze/c4Kao7bfzpoblFChgw8QJIzYgm8bLcvDA4MDMoJEveBBOTVRGYTG80xpWLvJHoLEzTIxldNMolJrtuLBxESHzX/OyYJRuGS8OMgBdUQswmIdCNQkiy4dbthlvD+f1x+nSdOnWquqq7Z4YZz/P5zGfo7qpzq1PFfJ9+vt8HwA9+8AO0tLSgubkZjzzyiPTc3r17o3fv3s6Ni4HR5MnWP9xbW81jeMJq82Zg4kRrW7zKgMfSpSZBcPSo81hGjaKBQlOTXcEAUGJj4kT7+wx8oCMGh6Jybfdu6+uSEjo3mRojnQamTAG2bKGvWf8OAWsqFoNWXQ3U11PC5rnnEJo0CQ8PGIAnT5yAMXMm9JUr7QEeU+5ZphQAIQQ4fRqYNAl45x2Q8+cRuOYay3GJRCKrfmtoaEAymcT0mhqsPXgQgwFMaWlB6t//HQdPncLSpUsxf/58lJSU4JVXXsEjjzyCO++8E6+99houHzeOEqKZddD4AJO7/trGjcCOHVbiJ6OkSSUSCAFoBqB/85tAVRX08nIYZ88i1KMHonfeCWPtWoQ+/JASboEAEtdea5KSQ4fSttl6b9lC13/9etofe//Uqez8UwCmBYMwHnwQOnftsgReNErJFqeg2EGNw5OYsVgM+ogR9DrFM4m1jY1073hV8zQ1IREOIwIgBiDyjW/A2LzZnXCTKW+AwgNrfswVFfT+mjLFHH+xFTNeSIliExdOc/BInrcbROKYqdFk6+xlrLI94mf9cl1r2eftqWBzgpuC1I10YuQ4/5qRbeK1KC8HZsygX+7EYvQ9t/3fGevAo7PJPgUFBQUFBQn69erXIf2kTqdAIBFxKCgotBu6DNl28cUX4+KLL8553N/+9jcAQImg7CopKcF5WTqmX6TTwJIl9uD93Dnz32Iw8+GH1mNF1YHsPBFVVbSdY8dMEmXjRhrUlJdb1W09etBA5uxZ4NlnKdnyqU/RfktKgJkzLQosS3AoKtdGjjSJokCAknhigBsO06CMpbKKcxLR1IRUOIxpAIwtW6hqq6EB+tq1uC8ex1QA6wHoAwbQ8ezcmVVlIRCgKWkcNE3DL3/5Sxw4cAChceMQPn4cEQDrAAzu1St7HCOUWDpic3Mzpk+fjpPHj2M6gMcBnADw+//5H6y79lp87eRJfOLppzF79mzcd999WaKtsrKSzluAkzIs9d570PjXsRi03bupIg6ZVMs330Rq61ZooKRa9NFHoX33u9CWLIHx8MMINTcjfPvtiLz7LozRo6Hfdx8NFkXiccsWYNAgqmaTQAsEYDz4IEK7d8M4eNBM++RUha5BsYMahycxsymfsqDeo5on0dJipuYCMIYMsVw7KZzun0IDa37MovJT7LcYihkvpESxiQunOXR26h0/z337zOecbJ29jFXcI4MGAXPnel+/XNe6gD3viHwIT5EY27eP7l03pV0uLFhA/y/YvZv+v7B+vfkFEYPb/m9PJZ8XdDbZp6CgoKCgIEFHpXQ+veNppZxTUOhodEgFuQ7E//zP/5DBgweTr3zlK+S9994jv/vd78i3v/1t0rNnT/Lee+95bsex6F0kYi08zX5uvdV6DF8IWiwY7lSs2s3Nb/hw+fus2DPfX0ODe6FyvjC1WEj71lutRaRPnrQXleYLTdfUyMfFfmRFsDN9xpExFci4drbecAMZCJB17P1hw2gRftaWUMycd6VkpgvrLrqIANRogAAkPmAAqampIYcOHZIX8o/HScXQoeR6gAAgPQDyfZiuojVlZaS2tpYAIBF+Lm5GAdxncYDUDByYnUMy02Z83DjLOsX795cbCmSQNX6oq7M73rqtP/upqbFcQ2Y4EIvFnI0HPMLRVGLePPsYPBQlTyaTdI2EPevoRspfE3HesgL4XuDVQbK8nBb+b49C9x3poOhUvN5Pof32Hm+uAvtexlqoKUGu84tpeuDFkMCvI3EuAxw3AxPZZzInbeFZ83GEMkjoGlAGCV0Dau26BrqbcUF3NC3ojnNSUOgsfGzdSAkh5K233iJTpkwhgwYNIpqmkXHjxpH169f7asNxAWXBhRjUs2Dmttto4FFW5hws8Th5kh4/aBAhAwfmJlCcgic++Hci6BhEgsILIeJGCoptycg6LmiLA6RG18m6devIwD59SCv/fp8+WTfSuDBuC/GSmX/rDTeQgSUlWbKuNUN0MRIoS9Lw6xUOkz3f/CYZHQgQAOQzABmXIfwAkMVlZSQYDJIFCxaQAQMGkNbWVts+SGbGliWZ9u61Omr+9reWNYjv3Utqqqoo4TZoEImPG0dqdN1GLolzjcVipKa01DwOsO4t8advX1fS1M25NYscBIrMWTY75upqkpwwwdveF5A8etTSb/LoUes15Pq3jNUrsZ0LTqSJSDgAJrldbJfN9nSr9DoeP2NwO7YYRJwfV2c/LpnFHEMxCUen56z4/C6UgPQ6fvHeYv/n8e/pel73e1HRkSS1AxTZ1jWgyLauAbV2XQPdjQTrjsRUd5yTgkJn4WNNthUDvpVtMrJKDJZyqWxytS0SKYzM4iEjHGQEHX+8qE7LpUxwIhxl85QFgw0NluPXX3opAUDWrV5tJaXmziU1gEm4zZtHCLErqUgkklXJtWZIunUXXUQGBoOkdeNG+TpzyrOKDMEWy/y+FiAaQGYDJACQ73//+ySZTJIxY8YQTdMo4ZaZA+s3+Z3vWMaWSzFmOy5D0InrblONzZtnko8y1aR4HRkEkig+d643ZZtwrUhDg+0QJ6VZMpn0H+w7tONI6IlKt2IRVE7jFteD7Xe/gb2XcRZh7WwQiGbS0OA+dj/EhUz1lw9p195zuwDIGFew8Q0alPv5nWuPFHPdZWSbuJa33up/zxb7enQkSe0ARbZ1DSiyrWtArV3XQHcjwbojMdUd56Sg0FlQZFuBcFxApswqL6c/MmVRrhQsrylquX6c0phkx+q6mSIqBjNO/ToFKrI+SkvNlDq+fdkacO8xsmo9MumVPKFy9ixJ1tcTMnky2fPAA6SmutpGDiWTSZKsqTEJKIDExo6l5N26dVkyxkLIZALCJEBuyhBs7NzWDNFWBqpsCy9alO0vHo9nCbdDDz1kpsEChITDWZVdrK6OZFM+XQLHXMoyKcl08iRVwgWDVDW2cKGV0NV1GqSLRCwXKMdBCUnW7p49e6RkVjKZlAfYflCkwNcxVVUkCXMF7kw9WlpK12rSJH8qKbd7lD8u1zg6IuVRBjdVqoRI9d222GZNDVX4lpYWnzjMNRantSv2uvLXuqHBTK/MlzhyukayL2tyzaWYRJYH4t3X2npJk80H7UFS+4Qi27oGFNnWNaDWrmugu5Fg3ZGY6o5zUlDoLCiyrUB4WkCZKoz/494p8HB73ymIZ2ozkfy47TZrMHXbbfI23AIOtwB88mR7wHbyZH516NhcM/O0kFWgtdsmTJggJX0mTJhA1q1bZyGnssqm+vpsrbM4aOpobOxYUlNWRna+/rqdtKqpIUlQxdyAzG9Gvk0AyMuZ91/8yldITU0Nad2yhUwYPpwka2rIngceIP379yfrrr/eNvaazOfZem8A2fPAA9JlYQRXLmWZTTWWWc8kW89w2H5tZMF15nolwdXDIyah19raalGJZdeWTwvLh2wrYrBflDpzsvs1U3NPNu5kTY09rZI/VySRmMqtpqbw2l7tocByIwv9XlvZeN2UlvxPe6mNnFRh/POpmKmVhMjVjoUQR+L4Bg0qjvKwEJw9S4n90lKqqq6utquq/Y7HS5psPlDKNgWPUGRb14Bau66B7kaCdUdiqjvOSUGhs6DItgLhaQGdyLHqavdUJqdg7+RJa80bFgDz54o1o6qrrYEFH+TzP2612ETDAxk55uW9XG2zeZw9S5K6biGrCECSEyaQigEDyLihQ7M1ugghWUXZgAEDsmo1Rg7F4/FsH/HKSlqjLdPeHoDWgWtttSih4rfcQioyxNoevv9bbiE3XX45Gde/PyXJTp4kex54gNzUqxe5KUNUkUCArPvqVwkAYvAEX58+pLWuzlJTbQ9AU1lZnbcMWltbycCBA8mePXuy83Mkj8T6f7kUQk7XhSMEkoBFlcL6l47HrWC62zVuJ3iqM+cGSWpeEqDXzUuaqt/6iE7XKZ8185sCKoMbsV5a6q2NfNvnn2mF7BG3tZP1n4+yzckERna8G8EofhkiGhjkmkOxTBYKvTdl/9f5HZc4FtkXQ8VWGrbz88gJimzrGlBkW9eAWruuge5GgnVHYqo7zklBobOgyLYC4ZpG2tBAA6y+fd2DSrc0TJEgkzl7DhxIA2A+JVBUUYhprCxV9Lbb7MSdlyBGTJNtaLAHRTK1m9+AJhIxnTfZXDPE1URY67NVVFSQcTffnCWz1n31q2TgwIEWEivrNnrLLZax/teoUVliKx6Pk3HjxpHRl15qSR1lhGby6FEybtw4UlFRQeLxOEnW15ObANIPIKMzpEwcIBUDBpARI0aQHoEAWXXxxda6cuPGWa5ta12dhVjbs2ePbexsnlKnTTfygt877BrI6mZ5IGfi8TiZOHGiXTXGpfI6XucOUpL4VrbJ9qiDsi0+b563NFW3PpxIl45IAfXqAMmPVzRhGTiw8ML/TsR9MdfCbb95UYV5SfvMpfbl4XbdnRSObnNoL5MFL2vvp8SBXwWa7P89PzVNuxAU2dY1oMi2rgG1dl0D3Y0E647EVHeck4JCZ0GRbQXCtoCy+jJefm691U5e8al+suDfKZg+e9ZOrpWVeQ88vQZHbkFRsYgDXrElkIJxUKVRLBYjEydOJOPGjaPkWyBAYqC11NZ99auWemxZZRa3nnHQlNKdO3dmSZrRo0eTbD01STCbTCZNUmfsWFKRIdpuBK3nVgGQ0ZdeSm688UayYsUKOpZMf0mAJK+4gpCqKkvdNDFllBFvIqRGA05pf6x9kcRwIglyXLdkMklGjRpFRNWYIwnIX0O3lL0iwXPNNh4yosGlZlvBaari2jvVz3ODG9Hipaajn/vTT/pjPmmv7DnHVJlONSP9wu25Jl4DL6Y0fmrzyeYuUxvnMgzoqLpiXvrxouIrVNkmSzFm++FCNaooAIps6xpQZFvXgFq7roHuRoJ1R2KqO85JQaGzoMi2AmFbQDelg5vCTUz7A6ypeF5NEYJBeT8DBtD3S0sJWbSoOOlI4piKERQ5kQiyIC5DhjHih7laxgGzHlppqYW0ypIv48aZRBsySjNCyPr16wkAMmrUKAuZ4uSkGdu0ifafaYsp3K7p2ZPceNllZPSoUaSiooKq7ECVbazPrGKPW/Ns+qMDyee6PplraFECMvKCf19UHHqtq0dMBeGozLyYIYQr6eQlZa8I8OVGyiMPQqOgNFW3dOyGBm/3kFvarpcUTUYw+U1LzbVX/Bo6sD3aHgSKF1WY16L7Ts868Xw35WA+KaEdpAb11I8XFR+v6JYZ4XgZh9i213uiC0KRbV0DimzrGlBr1zXQ3Uiw7khMdcc5KSh0FhTZViBsC+hGivFF6llakpsCjgXDMqVcVRVtR0wB9fKj67baaLZgxkuKUrECwVy14BzWNT5unM15ND5vntWQYNgw6l66d2+2u3g8Ts0RwBkvZJRk/fv3J9dcc42FSGIpo4cOHbIMOx6Pk5qyMvIfXDtMUQeArAJIxdChVHG3dy/Zc/nlpAKmq6mFFJs8OUsKrb/7bmuduqoqedoavz6sUH91NXUQFQgAC8GXjxqJWFVi2VTb0aPp/NzUXblS9oqYDudEqDEH2FxEpZd9XLCyzY28Ki31NhY391enmm0ydazYfq5rkWutvKwltx+S6CclVJJHi0CoeNlXTntTNBDha+61R2qjLGX1ttuo+q2szFQ7e23f7z2Vz1p5ISn9QKZqY4RdJxsZtBcU2dY1oMi2rgG1dl0D3Y0E647EVHeck4JCZ0GRbQUip7KttJQGDFVV8vSoXK5/TmoCphhYtIj2EQz6J9140s6r0oJHkUiSZH29dI5JcIoJTvGQ5Ig2Pl1w/PjxZNzNN9NUUi5oiwOkpqzMQsTExo4lTJHGSLmJEyZkFVvMWKG1tZVUVFSQG2+8kUycONGanlhdTf7rkkvIQID8F5BNJR0FkE8DpAdoLbgsOTNqFBkHqn47BMFhNTOf1tZWUtOnj1nbTSRFPCiH4pWV1rZvuYUSjpWVcpLLQ/pettYdRywxddfo0aOdVWPs2nklaICOVzr52Md5pam6jSPXj5PKzo1sc4KMzPBqnMG34bZWXkn6DNFWg00kjuF0XJl+49BJTdl+4raligYn1WUuxaGsPmV7j8kPydQeijixTa/1//y0LyODZc+8C8DcoBhQZFvXgCLbugbU2nUNdDcSrDsSU91xTgoKnQVFthUIx5ptfBAgBk+8CsKpHhJgKlKcgnA/QXuun2LVcfMKpsSqqbEqsXiCDKBEnHD8hOHDSYWgpmJKq/Hjx2fTSS3EXU2N5diasrKssi1LbA0bRpL19SS+dy+pqakh69aty5oW8DXaWG211ro6UgNao20cQK4FSH+A/BK0dttFABl10UUkvndvlphaB+pumgRIXNMs/bfW1VHiZtgw6xrw6+8x3YudGwMlGqVkkMeA3FLrTljv0aNH02sxb17+BIxsj7eHeqXAPZ13mmqucTill7uRJOJzg3ONdUWua17IGvkxR8io7OIYTgm3YROsrytneO+3EDjVE8xVX7A90zudnvm33ZZ/GzIDCL9ob4JLZtoi/v8pqzmZa/0vYGJOkW1dA4ps6xpQa9c10N1IsO5ITHXHOSkodBYU2VYgPC2gLHhiAYJYe0nXaVDlRNTx53qt4wZQ9dugQYT06eN8DF/DqZjBZA4CkhFDjHCLjxtHakpLKYEjCYzi8TiZMGGCVF2UPHqUtu1Qiyl77N69hOh6tu89wrGMHFu/fr1lHvE5c0hNnz5k/SWXZEnCJKhaTQOIkSHT4hkSrj9A/u5TnyITJ04kxrRpZGDmfRIIEFJenu1/PWh9uXg8btkT2VRTPyqszDFZ9d6mTfLrIu4ftu8kbctSSLOptnzqrtte8VOPL1eB9nyC5iIo2/JKU801DjEl0YtiyM9ayFIUb72V9sM/a9zWyAvyJEDi85aRGn0/iaEqo3TTOz5VUBx7VZV1P/I18YTxF53AcfoShfvCIK828lEqdiTEa8DKLsj2qh9SuD2J0QKhyLauAUW2dQ2otesa6G4kWHckprrjnBQUOguKbCsQrguYy5l08uTcqh63VD+vyjY+wBDJPfGHBZVuQZjfAE0kU1jgxL0X79WL1lGrq7OkhzrBVjdr7175WnMqQpsyKVPvjhFejNiKV1bKa3Jl1ESsLluM6ycJkPXTpxMAZHSPHlni8L8AMiAYJCtWrCADBw4kv5wxwyQSxfZGjTLr5YnOtJk1tpE9nOKPvxae6opx+yfJrosQlPL9xeNxMnHiRIs5AiHEYkqRdCPt3MgusZ6YLJXUS9Ccz74tVjAu3o9OpJlYRH7RIlPFKhzrSu7JkEtZm0sZ5IPMtR1TgCoutuksAQiJjZ1fXNLHj9qOP27RIutcvCoHizFORoiKpjkDB3p3a3VS7HWkQs8vxGvQ0OA8Nj/KzvZWaRcARbZ1DSiyrWtArV3XQHcjwbojMdUd56Sg0FlQZFuBcF3AXGRY375ygwOvwYCMiGMF0W+9lRbXFgkbMagTAzovtZ9yBWhi0JRxw7T8SOYdGzWKWBweZYEyR1TELruMZJVbTms9ebKFmLD8m5t7lmiDNe3SUpOLU6JlzRUCAUIGDiTxm28mNaWlJFZXR8YNGUJuAshOUJXbir//ewKArFu3jiSTSbJnzx4yYcIEkjx6lKr4+PbmzXNcdmkaYyRiMz+Q1RWbUFlJ2+ZVIg0NJPnIIzSVt6yMxMePtxKgGdLRUutO5sKZWfsk2w9OxJlb0CsSbmKdrIYGWig+133id2/6Vcm4wU8BeScVDzeuvNJWZfOXza+QOTutcZ7ETTxOL30sRn97Kn+Xr4rQK5nU0QRNLkLUy57K1S57vrsRpMVINy0W3K6BmxuviAuJUBSgyLauAUW2dQ2otesa6G4kWHckprrjnBQUOguKbCsQrgvoNc1TTO30Egx4LUTuVuRbVjC9tDR3oCWSZ7feah2PmBYnEnqSnzhAaoJBqxLLKQAF7DXJKiulAWmyvt6ZsBg40OIImhw40OZcmj22pobsGTLEmu6aGUMrYEmj3POtbxGtVy/Sr0cPcmVpKenfvz9Zt24dqaioIKNGjSI33XQTGT9+PK39VlpqbY+lkjrARqQJZgjJgQNJTTBI4uPGUUdFQkm6iqFDyThYHVAZsZitR5dJq81+puu2unhStZwXctVNTcXakKkS3chq2X2SiyTxo/LyCzdyRByHrD6VZAyW6332LE3ZdUmxls6/2HN2WuM8UhIZ0ca2kvjaEV7Hny9p1tEEjZsJgKhO8zMXmbqaNzcQn9XFnG97pX0T4lzfrT3G0Y5QZFvXgCLbugbU2nUNdDcSrDsSU91xTgoKnQVFthUIz8o2PsBxKogO2Gu2OcFLMOgloJcZNOQKtGTKpVwqPpcfRlrFx40jhHAEg0igZRQ52ePZ+ZWVlCQT55pZQxtBtXcvPX7cOLregwbROZw86Zied+jQIQsZxX72AGQguJpvmXG2traSPn36EABkxIgRpLW1lYwaNYr069ePjB49OmuyEJ83z3JN4vPmSVVLfE0wNt/Ypk1k4vDhtjFlCTWmKItESHzAADIRdqIwPmxYNgiNz55tVdnNnUs7l5A8ri6cGULUkTyQBb2yc5zSr92Ca7+EXjGdDZ0IZ1mapkh+iIQ0R6Sw/Rq77DKrQ62oUnKav5+abV7gh4hyWdtkUk6sMcLN1W/CK4mWL2nW0QSN2zhlz1bZ3nYbr9sXPzU1udNNiz0nL/D7vLiAFGteoci2rgFFtnUNqLXrGuhuJFh3JKa645wUFDoLimwrEJ5qtonBgkhWyX5yBSde0n/EYEdGNJw86RroS+cjBma33eZNxSdRuCUZsdOrV1aJRYjpGJoU1iNZX28lHDJBFiMkxNpllvaYKosn5nzUq8qaL0yebEmDPSS5bnv27CGappERgwaRT5SUkE/07EmuueYaMnr0aDJu3DiSTCZpewsX0nXp25em/UoIv2w64bx52X5YnbdRI0dSx1YZicv2RGYPMIItS6aJ4y4vt9ajy+wDy5pLVFfSOnJiSmgk4l5/TEYMh8NyAteNaGBkktcAXab2zLUXCqlrJkvrkz0PBLJFVidQuhYnT9L2SkvpHp00ybl/v4SN3+Oc+uPOT9Y/Lj0/eTRHH16JnAtY1WSBl/0mq9vJkGs9cqku20PJ156puE7EeReDItu6BhTZ1jWg1q5roLuRYN2RmOqOc1JQ6Cx4/RsiCAX/CAaB+nqgqQloa6O/6+uB9euBqVOB3buB/v2BRMJ+LiH0HCdUVgIbN9LjAODoUWDxYvrvhgb6u76e/m5ro8efPw80NtJzAgH63tKlwLFj9rYZ0mlz/Ok0EIuZfQK0nQkT6L/58dTUAAcOAPv3m8eeOmWbhgYgCkAbOhTo0yf7vq7riO7aBW3lSmDbNjr21lZot9yC6MMPQ3vlFXrgsGHAtm3QAXp8aal0uXRdR3jhQlRXVyOmadDZB4TQ9hsbgeZmc7wbN1rXEqBts9enTmWv4eXXX0/XbN06AEDiyBHMmT0b22fOxJEf/ADVAHD+PH7zm98gFothzJgx0DQNaGxEaskSaKyDWAxYuhRaQwNSqRQ9BoDWty+MkSMR+v73YWQOfRTAKAB9f/tbHKmpgbZ+PTBlCrBliznpkSPpdctcEx1AGEA1gFjmdRaEIHH2LCKZzyIAjFQK+pQp0Pbto9eIrVdmXw4ePBjRaDQ7TobUyZPQNmww901lJVKzZ2PatGkwDAO6bvacSCQQCoUQvekmaC0tZiMzZgALFwIlJbSNigq617Zvp2vN9jZA+1m8mI5t40b67w0bYIN4P5WX0zb5cwF6jcU22fuy/vjPGIJB+3tsDPz9c+WV9mPKyy3zS7S0WK8LYN2/bF7pNN2TbA8cO0afLex1Q4O1f0KA5cvpv9lzKte83OYmg9gfew5m+tE2bgR6n7G1p63MMRbx2cbvh3zH2plwG6eXOcjWmQe/Xum0uSfY/wNe19MP+P+jWD/FQjAI1Naae6TY7SsoKCgoKCgoKCh0FDqI/OtyyKlsy+WyKPuGnqkLJEXTs+cwt0pRzVRe7qzi8FIcXkzPc1NE8Go6JzMDMWXO6cfNTc5JdeFDjcGUcjGZqktWt0i2Fm7IjCWr1Bs3jsQHDCDjAHINQD4BkE+UlJAbb7wxm3qZrKmxj2XyZLtiLNN2HCDjADI68zsOLh103jxT1cSlxXpVtsWRqdE2bx4dQ8a4IS6uCadSk9VtYymuyaNH5ddAMG7IvvZQ8NyijOPVUaLZhp+UQif1jZsqx0+9KC9jcNnHbN/G+esUDMqVmTLlnjh+t5TEXEqkfFRiftach1sNswtdpdYZKFJqb1Hhp598xtQR82jnPpSyrWtAKdu6BtTadQ10N8VZd1SBdcc5KSh0FlQaaYHIWbNNFviKqVsiIcdqMYn11EpLzTS5XPXR8nGrk9V4ciLKhPZ9pQgOGkTnsGiR3S1VBuH8ZE2N+/tC/2INuDioS2icEW233ea8jl7TqbixJDNtjwPImMzvVoDcePnlZMyYMWTcuHFZA4gsWcbIlEzNNksttEzbyQzRBljTCeOgxgrSa3D2LEnW11MSrE8fC2nDargldd1uDMHVxkuyPSkEnBayTJyLw7rx6bwTJkww5ymsn0jAWMg97p6xjDHXvpcFzvkQuYXUi3IjpYX1zc55715LGmG8ooKae1RVWQkAL26oTqngslRCVmMy11r5na+XdnySkr7672i09xj4L19yPUsvVLRHGmsx0M7jUmRb14Ai27oG1Np1DXQ3Eqw7ElPdcU4KCp0FlUbannBKA12+nKZFEgKsWWNNtaypoSlwwSBNC+Rx7BhNdywvp+fyKC+nv1lbhJjpkXxqUJC7lOk0cO4cUFZGX8+caU8nE1FTQ9vgUo1SqZQ1RTCTeppoaUHo0CFE/+EfaLoYITTd58EHaXrgiy+a433sMaBHD3m6FJeOlAIwbccOGA89BL2iIvt+AkAokUCUS79MpVL4P//n/+DMmTNYt24d9NWrs9ckDWAWgP8EoE2YAGzaJJ+vWyqvwxiRafs8gF4A1g0YAH3+fLw8fTrunjkT58+fx6xZs/Cf0Sj0c+dgrFqF0P/8D8J33onIe+/BWLXKkmrJ2j5CCPrBmk44GIAeCCD6rW9Z0jlZGmoqlcIXXnoJ6ePHsfYb34D+61/T9OVPfAJnkknUDhqEn7/zDqLBoDUdtLIS+saNiBICLRCgKVvCtdF1HYZhIBQKIZxMWlMcHdZN13WEw2FUV1dj9OjRtjkmCEEIQPTGG8Enp2qalu3LGDkS+pYt9Jpn+tTKy2lKpt+UQqf0Obe0uvp6a8qxy3w9jQGQvqf17YtoRQW0Bx6gY7jlFqCxETohNK130iTreZWVAJ+KCwClpcC8eeb4+f7FFDynVEOWxpkrVVEEn4LOP3+8pCzKjpk61b1/WX9eU2O9wGk+uVDMMTi1z5cH6NHD27guJPjdWx2FC3VcCgoKCgoKCgoK3QZd7C/3CwDpNP2R4ehRIBKRfxYMmoGSLHh2AiMa+AD6/HkgHKaft7TQmmCMyANokPbYY+bxJSX0M7GulEhkCIGchQgxDOirViHR2GgSIb160XG1tSF1442UvBHIvBQh0JwCGRZ4NzdD278fxqlTCC1bBmPuXOiLF2dJPWPDBgthpGkampubUVtbmyUWE/37I5RMYi0oUaVVVzuTDACwbx8NZPl5y4Ju1sby5dCOHsV/8uszfz7Q0AAdwAaulpimaUAkAj0SQXjrVlpPLhazEm2Z+SeOHUPo+9/H6nQaemZda/v0wZlevbDummugv/FGdpyJgwdpHbRoFNrKlVh94ABmAcD3vw9EIkisWoVQKIR1hoHBgwfbaq7xa67lqOHEk2cxZIg2l/pJiUQCkUgEsVgMjzzyCKZPn461a9dCZ3NsboZRWwtNcn9kyb0xYxCGUL9MQga6gl3D1lZKOJeUWD/PVUOrI+pFNTVBe/xxk6QpK8veMxogr8sVi1nrcc2bJ5+HjMzi58wT/YxkEJ9H7BnnROw4kUxeapDJjhHrVO7dC0yeTGtGOhFrxSRL8iXNik3YiM+f1lbn9vMlCDsC/D34hz9YP7tQ6q+1Z905BQWFLokbbgD+9KeO7fPSS4G33+7YPhUUFBQUOhAdpLTrcnCUBoqpZroudeN0S82UppgChNTX298X0z9Z2plbupuYdnbbbfYaaz5SZ7IpgpddZq33VV5OCOHS4jLpnJY0yEw6o2uaFTfeOGjtqlhdHamprramXcrGJdZrKy01HS9lzn9uayCm9y5caK57rhp9busWi9lTSNm6VVWROMuRYGswbx6pGDrUTIkNBOxpqJk1Y2scGztW2kdOOKTCZce+aRNNRa2sdLyGsppt426+mVQMHUrHJaayOiBWV0cALpXWwxrb5uGUHs1SuHO1V4gjqVfIasPlSmkrVsqiU3q5xGXW8/gLcYs8e5bed7JnqFstuGKmAeY7n0LG4CUNl685KUt57sz0TLf9KKsf6Pd+bm+omm0KRKWRdhV01NoJf4p1yE932g/dLb2zO6Zcdsc5KSh0FlQaaXtBVC9cdZVVeSaitJT+nDtnqkWCQapEu+oqq2Pp9u1UYSJTLPBKi8ZGU4EhG5f4rf25c9bxlZdTBY9HZzp96FCEdR3VW7bY3S7TaWjPPAPj7FmEfv3rrCIpASAUDMJIp6ElElSJd+6cXPnHjVcHEE6nUb1qFWJ1dXY1GD8uXUd40CBUx+PmuI4dM9NyS0rMdWNr2NZmTcltbjbXeM2abNspANqzzwLHj5vrWFND32equWDQUWHC3DhZCq5FIZiZk6ZpiJ4/D+3QIX5S0J98Er/cvRtHDh5ECECYEESam2G88w4GDx5sWTOdEOpEumsXVc8NHeqeYixCoupJzJplHfvmzfT1rFnQhbZSqZRtXrquY11FBb68bBmqDx6k12btWquDrzC2RCKBSDyOWG0tIj/5CYxPfhI6c8Pl4aTocUuRBug1F119uTlkVYDcvZY6dgxarr7ySR8U788ZM2iKoJvasFjum/X1VBn74ov09ebNNC39wAHzGF5FJVtvUYnmpITzor7iVbgi2DhkKqRiumzmq3IqZAxe1HolJVnlsK19UfW2bJk5pkIVbrmuWzptdUhmqki2P0UFNQOv7u5sdBU323bG73//e8RiMfzlL3/B+fPnLZ81qPVR+JiipAS47LL27ePwYfpfsYKCgoJCN0fHcH9dD67KNv5b+759CamqoqYAt95KSHU1IWVlVKkxcKC7WkQsZj5okLfB5VKiiN/a33qrs3LDwzf88Xnz5G6XzFWVd8UcONBUMw0dalfwOM0nU9w9q9QCNQeIz5tHx88MD0T1lYMTqawYPyGEJOvr7V8tsrXLqKKyzqO9e1sVZ5WVVjdRQqRqlGRNjVTNZXEjZXMOBuV7INNuDBnjhLo6u5lAhLqEjhs6lIweNYoaE8yb503x4lBQP1lTI1XIxffupW6kNTW2fSIzcIhXVpKJ/J5hyjjJ2HwZMojqw6oqd8MP8cfNoEG8VmVlcoOGQpVd/D0XDtM5dVShfydVLf+Ty1BC1oZXMwQRTuYPYn/tbUTQ0WYLhar1ZNewWAq3XOOQGYnw94BM2XYhmSN0ALqCsu25554jPXr0IJdccgkZOXIkGTVqVPZn9OjRvtp69tlnia7rpHfv3mTMmDFk27Ztjsf+8Y9/JHfffTe5+uqrSSAQIHPnzpUe9x//8R/ks5/9LOnVqxf57Gc/S376058W1K8MStnWNdDRyraOuEbdcT90N8VZd1SBdcc5KSh0FpQbaYFwXMBUiqaOisFGVVXuIJaRRSywqq62fi5x3XSE1wBRFhg3NMjTIyUBUTwep6QXI5xA0zzj8+bRtoWgMTZ2LCWHYjE7AeJEtrG+MqRePDOW+JAhNhKNjTFL0GQcHeOVlaRm4EDqwsnImnnz7HOpqiJJngTlA8Vw2CTWgGx72ddlZfY0TQeyIOlAQGSJKbdUq8x1i8+bR2pKS7MptXv27LEQU/F4nIwbN47cdNNN2df8tXIlglwCYqn7aSTizRmUmESVbe2ENGMyeTIlu6qr6bXiSDNGuNmcaL2SauXldC3LynIG/LI02JrqajtZfOut9rWTuXtmrp+n+7OAdEBXp2AnyIgSfs3E8TqlpMtcT0V4ISXFfVhWJiXWux3E61BTQ8jJk95JP/ELlFz3ux+IZQpuu836ueyZJ/uy57bb6P+LZWXy1P5ujK5Atl1xxRXkiSeeKLidH//4x6Rnz57k3//938lvfvMbMnfuXHLRRReRAwcOSI+Px+Nkzpw5pLm5mYwaNUpKtm3fvp306NGDNDU1kf/+7/8mTU1NJBgMkp07d+bdrwyKbOsaUGRb10B3I8G6IzHVHeekoNBZUGRbgXBcQCdCrW9f9+BfVoNn4UL63qBBZrBVbIjBbE0NVeE5jZML1rKqH14tBZD4uHGkprqaBvWisq2szKxRNneutW2mQpKoeWykS2ads6QLT2TlUl9VV9MxMmXc2bMkHo+TiRMn0tciMVZfTxsQCJL4b39L5yOpO+ZEmiUd1tIGMWANBi17QCSA9uzZQwYOHEhaW1uzcxk1ahQZM2YMGTduXHY8jLBM5iJvxP4HDfJcV88yN2HNkkePWkjQ7FqyayMhvpL19VLiUUpYupFtpaXOpNdtt9H1vfVW6Txt9fUk+4QnQnOS1V5JtDxVcq6KPFF96dafSLa51d8Sn2GyefPwsgb5qsq81tZraKDzciN7OkLZJvZx8qS/Onki2lM9JqtP6da3rjuTo51dW46hg9WLXYFs0zSN7Nu3r+B2brrpJnL//fdb3vvMZz5DHnnkkZznVlVVScm2f/iHfyCf//znLe997nOfI3fddVdR+mVQZFvXgCLbuga6GwnWHYmp7jgnBYXOgqrZ1l7YvVv+fp8+wMmT8s9YjbRt22h4AtDfb7xBayblA6e6Om6OdgA95qWXnNvl6hVpmkadL/v2pfPO1OjRd+5EtL6e1rnK1BHinUP1ESNojbK6Ohjz5kF//32rGyjvfJipV6Q1NCD6s5+ZtbMyrok6gCgyLo0AEAhAq65G9KGHbG6b+ogRiO7eDe2ZZ6AtXgyDEISWLUP4xAk07NuHM2fO2GyfEsOGIbR9O6KsbhdXp0YHEF61ijpy1tVBf+ABoLISqdmzMe2OO2idMq5uUyKVQmjnTjreXLWfxDpRixaZtcIkddCuu+46vPbaa/jiF7+I1tZWNDY2orq6GqNGjcK6deuya6E/+SSiffpAe/ll2g9fK9Ct/7lz5TWM2H7at898j5+bUHtKA+iekaxldNcuaCtX2mpQaW+9Zd2jGZdcTVYHa+ZMZ8ff0lJaC5EHq83U2GiOk91z/Ph499VYDPp3v2tvv0cPa5uA3N0TcHeq5O/RdJquJ7sOHuuF2ZyCdd1SJ1DqRAvY663pOu03HpfXtRPrkvHPMAAYNIjuHVm9Mi81zfKtneWlbl5TE73uDJGIWcdRvAaxmHtbhUI2Xv6eFPeICPG5vmABfZ933Z04sbDadV4hc3lOJIBNm+j7/No53QfFdFP1WhuwkDqL3RBf+9rXsGHDBtx///15t3HmzBns2rULjzzyiOX9KVOmYPv27Xm3u2PHDjz00EOW9z73uc9hWaY2Yb79nj59GqdPn86+TiaTeY9RQUFBQUGhPfDcrufw0ZmPOqy/fr364b6x93VYfx83KLLNL/r3B44eNV+XlABVVfSP/CVLrIEow8yZZsDPAhLAXlj81Clg6lRKbI0cCaxfT0k8GZyCB/H96mp7MM8TJzzKy23BmqVwPP/+W29l30899BBCsRiMzZspOZROQ1+9GkY6jVA0iugbb0AbN07eJyE0gG9shCYWYc+QchbaYPhwYMECaA7romlaNsDTAWoesGoVYrEYhg8fjtCkSXYTh1WrpORE4g9/QKSuDrHLLkNk1Sp6XoZQshAdDQ2U6MiQi9r77+cumO5CRGRJTmFMlZWVaG1txb333ovTp09j1KhR6Nu3r30N3njDNIFobKQkkRhYei3uLhoPiOYakmBacwhitdJSeYArEn+1tc6B8MKF9J5rbjbnyHDPPfJzHMbJI5FIIBKJIBaLIRKJwBg5EjpPCgOAzLDBqbi+W9F9cU1rauj95bPIPm+8EQ6H6bg5glYK2XWfOpWSbbK1kZmzbN6cm6SVnVtM5Lie2WOc3nMy1CCEElh+TEaA3ISPbLx+jBmKQRbxY6yooH1u3+6f7PJCNjM4zbGY5JeXtrzsl48ZRowYgUWLFmHnzp24/vrr0bNnT8vnc+bMydnGX//6V5w7dw6XXHKJ5f1LLrkEf/rTn/Ie25/+9CfXNvPt9/HHH0fE6csaBQUFBQWFCwAfnfkIydPqy6DuAkW2+UVZmdVBtKqKBp+MNGttBXbtoo6YDOyb1vp6qgKIxejrLVsoQcfUJFOnmuqvLVvoayflm1PwILrUBQJ2R7tz56yKD8AkOZwCLhcHQhs5lAl+dEKoyuumm6xrJvZ7/rw9WGKkwPLlSB09ahJuiQSwdCnQ0EDdIkWlFCMtNm5EghBEAMTq6rJEhLFhA0JTpiA8aBAiR49SJZ6EnEgkEghNmQIjHocOwAAQAmAQAr2tDXpDg53oWLXKnegQce4cJT737aNrsHBhdv2dlEn9+vXD6dOn8e6775oEIq+Ca2oy9xCDLLD0SoSIzoJXXmk9z4UwsLh8crC978fVkY27vh6YPDl7L6UAaCUlzn25jDNLlI4aBf2734UxciRC774LY84c6D//OT1o5kx/6i23OYlrytyJ84BFkbdpE/TVq91JItl190P6FNMFtBB4GTNH2FveA5wdM0X35lxEECOwePJXdk6hjqrFIIt4UkqiLs6Olyk4Gd57j/5/IdtPua6D0xzF+Sxfbh7vV+HmZW3ydZztxnjuuefQr18/bN26FVu3brV8FggEPJFt/PE8CCG29/zCS5t++3300Ucxf/787OtkMolhw4YVNE4FBQUFBYX2QAABaL0dMlWKgNTpFAgkfwsrFBWKbPOL6mo7mZFOm/8OBIBRo8y0JP4P+2AQ+OAD67kvvmiSbWKKqlPKKuAcPJw7Zz2OpRG+/TYNQjZvBn7+cxpQ+UlBqq+nc+LJwKambIBmIU+44EcD7ERbeTkwYwawY4c91ZUFSxlSIHX6NKY1NWXVaKz9RCKB0KRJiMbjtI+NG+lcMvNK3HwzQr/7HYzaWuhPPgnj4MEsKZVNDY3FoI8YYZtqNo1zyBDoGcWPDpNwi954IzRIUg/9EG1uKW4OSKVSmD59Onr37m0qsAwjS/pFo1GqDhRRSGCZZzCdSqUwbdo0m9KKpTpayNl8FFDBIJBRYqQATANgbNoEnd1LYl8u4wyFQpRoW76cKiI3boQxdy5Cu3cj+t57zimZTmPPpXLKJ/B3aNOiyKury5LDFgIl13icCBGn8wpRVBWaMphrzDwWLKDPuzffpArhBx80jxO/PODVhWK6vxuxJVPIyc6RjdfPWhaDLHIiGMXxTphAFdjs2GPH7OnFDLmug9McxfU/etS5j1wQ12b8eLsy8UIhiS8gxJmatQBcfPHF6NGjh01N9pe//MWmOvODSy+91LXNfPvt3bs3evfunfe4FBQUFBQUOgpabw3zK+bnPjBPPL3jaaWg6wAoss0P0mmqQCotNZVrsRgNuAAgHDaPHT4cOHEC+Ogj4Jln6Ln19VbFG0ADBBYYiCmqI0c6j8UpeBDVPR98ADz2mPl661bgS1/yXysuGLQHyM3NudUOMohpgiy9lgVLFRXZNdHGj4dx880IvfEGJdwCASSuvTZLhml8+tuaNUA8jhQhVIU2bx70Z54BYKbcTZ8+HcFg0EJWiSSZ1rcvohUV0H78Y8v7emkpovfdBy0SAdJpJB5+GJHmZqqcW7zYVLZ5IRdkAXxrq3y9Mjhy5AiCwSBWr15N5/PcczQtdsgQRCdOpLX1ZCRCIYFlnsF03jXFGLysYWauGiGUCD10CEYi4dyXwzij0Si0O+6wECz6++9LU3k9IVdaW641ldXn4lWvmTYTs2ZZ1tcYMgSheJzeJzyBkms8ToThlCm2PtutvppXiGuzfr0zcbd0qUmcnTplfYY5kV+ANVUWoMpTJ2WXjMCSkWHBID2fjb2pyR/pWAyyyOm5LI6XUxVn/z8qduplMfsQ10ZUJrIvYYpJ9nYzkMye8KtG69WrF8aOHYuWlhZ8+ctfzr7f0tKCadOm5T2eiooKtLS0WOq2bdiwAePHj2/XfhUUFBQUFBQUiooOMGvoFPz85z8nN910E+nTpw8ZPHgw+fKXv+zrfKnDhMwBDqAOZ24uf+xH5mRaVWVts08f+nvgQEKOHfM36bNn7X3I3BsHDTKP9+PQFonY28rlMChzthP7EccRDlsd7BoaqMtmaSmJ1dVR19J43O50x801ya4Lh/jevWTC8OEkXllpOmRKHB0drzPnpsdcP+OZ9+Pz5plteXHgk61lVZXjuiTr60lNVZXp1ppZpzg4t1Z2DcNh04GxoYG+145ufE7Ol8lk0u7yKa61E/JwsmTXM9uX4IjqOudiuibm6TAqHQtAXVaFvSJ15I1E7Psh3/HI9qfPeWS3hdB/suZL5kH5PIO8Xqd8rwMbE//sZH2J421osPZRWurseipeV5n7a3uCH3tDAx2n27qLc2tosLclWyM/aA+3UvG6l5d3uCNqV3AjJYSQ5uZmct1115HevXuT3r17k+uvv56sXr3aVxs//vGPSc+ePcnzzz9PfvOb35B58+aRiy66iCQSCUIIIY888giZOXOm5Zx3332XvPvuu2Ts2LFk+vTp5N133yXvv/9+9vPXX3+d9OjRgzzxxBPkv//7v8kTTzxBgsEg2blzp+d+vUC5kXYNKDfSroHu5hLaHZ07u+OcuiPUHu8a+Fi7kb7yyiu499570dTUhEmTJoEQgj179hTesFMaDlMFiPWBRIhpoeXlNBWOb/PUKfr7+HHgK1/xp0BrajLrwQFU1TRxot298brrqFIjV50hBqYmaW21qvoA2oaoGOCVMl4USqKy5rbbLCojvP469P/6L4RPnKBmB3V10IcOtSsazp+n8yLE5gaaSqUQmjIFqw8cgH7gAG0TsKZgMhVTjnSrVCqFUHOzmdqaUUJl2wKg8eOXqTXq66ni8fhx8z0xxZhTBGkbNyJaWQktk+qIjRuBsjKrWytLvy0poQXvCaGqRlaDqR3c+Lyki+aVauulDpOwb3TA2tfatd7nXMw0s0JT/kQHYVENC8gdeevr6X6IxaBVV8tTJsXxON2fBaYjp1LAtGmAYQA6138COkKJZYimAE2Df9Vbrn1RBKfX7L5qazOfj6wvcbwNDfQ5yxSAx4/T+0+mnBKfKzL31/aE3xRgUeXEv/aaPpsLxbjvxD1cUWHd72xs+Y6xm+Lpp5/GokWL8OCDD+KWW24BIQSvv/467r//fvz1r3+1uYE64c4778SRI0fQ2NiIw4cP47rrrsP69esxfPhwAMDhw4fxgfB/2+jRo7P/3rVrF9auXYvhw4cjkSk5MX78ePz4xz/GwoULsWjRIlx55ZX4yU9+gptvvtlzvwoKCgoKCgoKnY1uR7al02nMnTsXTz75JP7xH/8x+/6nP/3pwhuXFdzWdTNA4GuayTBypLWWW20tfZ+vj8Nj506ayuWW+sIHGvv2WdsJBmnR/ViMpo8y/OpXNL2Kh1sQ4uTcB9CAcf9+GtycP08DzUJrPJ0/b3udePhhRFatQgygzqADBtAUUb7tdNrefwaapiGq69a004zRgS1dMEe6laZpiH7rW9Aef9wSyOu6Ttt65hnrPhBdZwH670GDrGSbGNwKxIL2/vvWoDFzjiaSCU6EBP9ec7O8Zp/P9Kpc6aJHjhyxunzmcstkyIOwstQvW7wYxr59NJ1SXAcZxH2aTvt3pGQolEAQ6y6KyKQGaw6ktc0N1m08TmSX+KzzmY6saZRoC4UA4zlKAiZa9iJ0qBHGhmHI3m5+C//n2hdFcnrN3rMMrC9xvNu3W/eF2xxkz5ULmfxhxj6y117TZ3OhGI61MgKUNwXivoRR5ggmVq5ciR/+8IeYNWtW9r1p06bh2muvxeLFiz2TbQDwwAMP4IEHHpB+9sILL9jeI7K/JQR89atfxVe/+tW8+1VQUFBQUFBQ6Gx0O7LtnXfewaFDh1BSUoLRo0fjT3/6E0aNGoWnnnoK1157reN5p0+fxunTp7Ovk0lJwcD6euCJJ4CTJ833/vxn+ps5CorOdAAtzv3ww/T8pUudHQr37rWaCZw8SQNeN8WHExHGBxUffmj9jCd4ZMeLEAOr8nLqSrlvn1X58eKLpqKqEPWU4IaXOHPGoiQzAPp67lwrcSMq6pYsoWMCgBkzoE2cKDWusNXl4smJigp67PbtlmumRSJA7962a6n17UvJElldP5HMGTbMuk9mzrSOQyQWRLJ2xgx7LSLZeey68oE+I0kZmIJSHKOHwvasHp7FmdUwAMBaU0wg5SyQ1Slj18ADUcITfLquwxg1CqFYzGqs4SfI9qi4kjquBoNIPfSQlfTyYxIgcVUFQO+72lr/pKgboeFEdokE3YIFvk0OdJ0RbkGEww2IxABjM30/C7+kan09JU/Yfc0MYNhYiuX0Krr6MqVgU5P7veU2B7am/P8PFzL5I5KDrI6fqB4DrHuzoyEjQPlr7vIlzMcZhw8fztZA4zF+/HgcPny4E0akoKCgoKCgoNC90O3Itv2ZIGbx4sV4+umnoes6vve976Gqqgq///3vMWjQIOl5jz/+OCJiuqUMl1xiJ8QYkcKCWr4Q9vjxNADYsYMSbXyQKgbgP/0pNS/YvZuew8gaUf3gpmZjRBgLKpqarKSKDGVlNAJubZUXAhcDYmZw0NhoEhJ+03XcyAfODS8FIPTHP1JXUeYWGQjAqK21p3/yaGqyps82NtoVD05Blxe1hdMxTU00dTOXeqWpyao2rKmhKkQeMsJj6VKk+DRB7jpliR83JRPbM+KecBqjxxQ/0Zl18ODBtvRSnnCzXbcCiuhnHUX5vt5/33SPBaCVl/sLsj0ornw5ruaaH38/iMrOfEk2L3Agu1Ing1ayMHOvp8hF0HxcH12nvjHV1ZQntokaZXvcTVHolCbNxlIM1042Hh67d9Pr40YCeyVzysupgQ6vKOWvv4zg74yC/vy1SadNol+mHss8mzB1avHH7PZ/hahABOTmFB2RptvFMGLECLz88suoF/brT37yE1x11VWdNCoFBQUFBQUFhe6DLkO2LV68OCcZ9tZbb+F8JlD953/+Z9xxxx0AgFWrVmHo0KH4f//v/+Gb3/ym9NxHH30U8+eb9rrJZBLDhg2zHtTUZCXaGMTAjP/jniekxCB1yRKTEGppoUH25s12J0DAGkC4pXWyY91qLzGwIJ5Ps9m0iX5WX28qwwihQWHPnpQIYwFxayuNolnQePYsPYehosK5b34OLS00kGPpXlxAq1VWIjp7NiUtSkuzAZdeX4/oyZPObpGyee/YkZ/KRYRb8Oc1vUocX0mJvE0hSEw99BCmxWIwZs2CzgWzNoJHFlzK9iQP8Xr5SPGzpHBmlG3RaNR2HEu1tcFvOiGHrKOokAqsb9yIKKvfV1vrL/h3Im24a69VVlJHWC+Oq7nmxz8LAKCqCujVyyRe8nGw9AIJMWupt6ab40+QKxCCgSiZRmsHsvNdxpP4QxqRug8RG/t9ROoehLFhGPQRAnkmIfVcSVe3tSxW7T1R1XX0qHt9NS9kDv/MCwTov2X3JJ++W8T6ir7BX5spU+TqMXY/XHutt/qf+UAkqnl30XTa+v9koe7LHyNEIhHceeed2LZtG2655RYEAgG0tbVh06ZNePnllzt7eAoKCgoKCgoKXR5dhmx78MEHcdddd7keo+s6UqkUAOCaa67Jvt+7d2+Ul5fbivTy6N27N3r37u0+CBkBEAhY02tY8MmCEFbQHjADQ/bZ0qXWtl58kQYVMqMDPoDYts1KlJSV0XGw1MDFi82AZN8++VxqamiwFAzaAykW2PPBfzxOz2lrs9am44NGFozya+MEkZRi7bW00DSr2lpg/XogGESWsuAVg01N0NyCKll9vWKla8lIUjZ3MUh3Sq8SyRzWhoRk4FMV+RppK1aswHXXXedM8DhBls4G2K+XR5WQLYWTG9+cOXPo+0OHZq/dkWuvRei99xD92c/M8RaiSEqnaZ08nmBhab35kC7pNL0eZWX09YwZ5vlC4K8D0hRaW5psLpOCFSusx3/4Ib13vZBP4tj9pHtKCF1LvbUM4Za49gsItTwCAyFo+Ag4ipzF/RMJIDTlQxjxSdDjCRj4KUKTN8O4/WfQ3/9P+fi8kK5ua+mgYkoxQwaP72ev9/LllGhzG49XuM0thylL0eB3fzA4rXmxjBLcIK7bmjWmslEEM+hRyIk77rgDb7zxBp555hm8+uqrIITgmmuuwZtvvmkxMFBQUFBQUFBQUMgPef9VevLkSfTt27eYY3HFxRdfjIsvvjjncWPHjkXv3r3xu9/9DpWZgODs2bNIJBKFu1SJREppKf3NiKKNG02FFp92w8CClFzKNFndIT6AENPMdJ1+ztdPEwMSliraowdVp/FBliyQkgVLMvMHLrBKbdsGS9yaKagtrWvlZEIAOLv0+Uk1ZKlZ3/8+dXi96SZTMVcoWL0o/jUbr0xZIwv+xON4B0p+TSWpirquo7GxERMmTMDaL3wBT65fT9Nshw71Nn6Z2yJgL4gum4sQrKdmz7ancHKE2+OPP04/WMqfiQABAABJREFUHzkS+vLlSBCCUEsLVjzwgM1J09aXVzjti3yVNU1N1oLqPXrIlYuZ66Q3NJgptJs2QV+92n79c5kUiI6jrA+/ir8C0nF5mPXWaBpo5L3ZMOathL46RYk2t/Gk00iFn0Loh5+H0W8OdCRom0jASM9CaFkEUSyE1tJClbwbN7o/i0T43CtSpR4yZGAIiL6ShrbSRVXKq9EKIezFuVVUmCmzvHMqj2LXdMt3fzituRNJKKkF5hl+3EVFuKmpFWwYO3Ys1qxZ09nDUFBQUFBQUFDolsibbPvMZz6D+fPn4/7778+tCOtA9O/fH/fffz/C4TCGDRuG4cOH48knnwQAfO1rXyuscbGGjUg+EeLsRjpoEDB3Lm1j6lR5sDBjBv2dK+AUDASwezctns8gC0hGjKBKMU4Z5koENDXZlWEyZMaXOnYM095911aQXlq/CnCuB8RACFXwNTaaNcp4RR8h9H2nQJERlMePm20tXUoJt6lTzTVbv54aWADe6ial03ZiRDy3sjKrynOEqMAJh83gF8gGjU5unw0NDfjhbbdh6ksvIQZAX7aMzompFb0g1z6TqYQaG+lYAaClBVoshugrr0BjxHMGuq5jzZo1mDFjBhobGxH60pcQJgQRAI0A5qxbh+iSJdBWrszP8ZNHASmovtuTrJklhbauDkY8Tu8BnsyQrSWvfhVxxRWO/eU9dp+w1lsrgV41Fyg9kZt8amqC9vhiRMl3oR37yHw/EID+v+8jimlUHQfQuoW8eYgXIs1nDS6pUi9hvtZWuhBQxUpLlbXFq1kB0zm1ooK+99JL9H3RBKIQ5Ls/nNbc6UsTJzLMDex+4BW3udxFReTT78cIyWQS/fv3z/7bDew4BQUFBQUFBQWF/JD3X+/bt2/H448/jmuuuQb/9//+X9x7773o2bNnMceWN5588kkEg0HMnDkTJ0+exM0334zNmzejVCAEfEOsYeMVgQAl2vgi3jyRVVoKzJ4NLFpEX+cK8DgDAQA0zWnLFhpFjhhBP+cDEpmijk/XrK+nY2PBztSpNOBbtMga8B04YI5B14GrrsqOT2tqgnH8OEKgbqF6TQ0S06c7pzeKzqFikJVJrUyFw5gGwNiyBXpNTVb9kQAQSiQQlanmGGSBJZ8Cu2ULnStz4hTXh4EPwJ1USHyNvXwURWIKJ/da13VaG2zSJIQHDULk6FE0GgYavvIVxABEkFnzLVvsrqduyIdIEIPzLVsoYcan+Gbauvzyy7NE4X233orq//gPrAPQAMCoraXnFUGFVbSi+F7aE9aM3+O6rsMYMgSheJxej1xkhpvClT1L/V6jIq5FIkGzpWObaN01Y0gD9Enl9BrxJLRINGdI8Syhxpu2NDdDOyaYc/Br1E7F7G1KvQindHMjoIo5HrEtPn2ffc5qSjY2OptAFIJc6cx+U0xl6bYArY/pF04pqW7uom+/bX0ev/QSXTse+abOdkOUlpbi8OHD+NSnPoWBAwciICn1QAhBIBDAuXPnOmGECgoKCgoKCgrdB3n/xTlkyBB8//vfx6FDh/D444/juuuuw8MPP4y6ujr0EJVXHYyePXviqaeewlNPPdV+nbilQTIwpYIYJNfXW0mfY8doGiEDU5stWUIJqOZmqnpbtMiqRBMDnEQCqKsziTMWkLD+RUXd/v008uRTX3nCqLraDJK3brWSbVdeaQ2A2tpo/SpQB8jwb3+LyL33wli1yl6/SoTMxTWTWqlxbRpnzkBfvBiJlhaEDh2CsWGDnGg7dYrOdedO8z0WWIoqot27LXPIWTdJRp7E4/RHdrxXiCmcwmt9zRqE43FUx+OUsKqro6mjy5aZ6wNAz9VvoYGnrBYeU0pKDC/0yko0NjTgi1/+Mpb9/d/jWy0teG3mTOhPPmndj4WosIqpPpK15+CQmUqlEBJTfCdPhtHWZrqgupFdTvstEKCEOeC/BtnseprKXeBa8MovfXUTjPgqhOLPw2j7R+iROuu9L9aVq642UyJ592KAfgkgGt3kIgSLRJY4OqMWg6DMZ4zivcScNYNBm4oX27YV3h+QO53ZL/ldzHRbr+YyfJ/l5VayTXY/FSm1ujtg8+bNWUf2LU4qfAUFBQUFBQUFhaKg4K93Gen2xz/+EU1NTfi7v/s7fOc738GsWbOKMb4LB2JwM38+jdh27gROnqTHBAI0kuvRgyrBSkrkgZCsiPOWLcCnP20qzUSDgsZGU93Agg2esGNwIyycCEKnWmw88TZxovXzW26xt93SAh1AGED14cOIff7zuYk2HjJnwk2boBNCCaVDhxBOJBB5/31KNDm0nZoyBRpPXpaWAvPmITV7NjRxzfj0WzcClQV8XkjWfILNHAF/wjAQAbAewHQAr/3xj9AHDACqqqBv3Zol3KJjx8LVIqHQwFMkivkaf/yaZD5PtLSgoawMP/zhD3H33Xdj3bp1aHjuORgHD0J3q2EluW+ktf8ApE6edE4nzgceHTKlLqj19dABRFnqsx8TD16Z6nReph7atB9+HkbtVuhP/lN2jShBFkQ02gCtgOVIpawpl5RIT8BAiLqRxpZb2xeVYT16WNP++LksXEh/s7qHvPmEE4pElmSVejFB2VYMstbNXdmtbiN/L8VipjJVrMspvs53TdyUeuJ19Og4mz2GtZFrDZ2IQpnie84c97auuML6RQdLv3abVzHNG7oYqqqqsv8uKyvDsGHDbOo2Qgg+/PDDjh6agoKCgoKCgkK3Q8Fk27Fjx/C73/0Ov//97zFgwAAMGDAAdXV13Y9sE4ObzZup2ouhvJwGjoEADSRZOiRLURQDHJlCiDcGkAUE4nslJfZjZC5xLBhzcqHMBUIA0cmV/YHOAqdt24DSUiSOHUMEoOmNr74Ko6HBH+HGgwvg9MpKhPftQ/WqVbRG2fLlNBgT1jWVSmHajh3W2nGBABKzZiF0xx2I/uQn0O6801qzTexPXB/eDdap1hwjWmVKRjew9WttpeeXlFBikzs/kUgg9D//k51TK4A5Z87AiESgZ0w/dGSUVL16uffnFnh6UcuwVDfxuKYmGwmZAiUAGwcPRsNzz9GaZpEIreEWCtFab2xMYg0riSOraBSRXRtZTcBiwmXNnNKjLeSf07qKZMuBA6Yy1QmZemgG+VeElhkw8Cz0Z+Zaa5B5XQZ+XOPH07nt2AGtshLRV+qhlWaufYYU1ckBRHE7tOpvW9sRCej9+ylhKKtbGAzSayw6F7uhCGSJRamnA8ZzaYQmZVJjJ19VeGohb3ACeEspF7904ecmqsPfe4+Svmyc7UEgidfx6NGcjrNZ+Em3dSIKxfvh+HH6PHS7LmLpClkpi2KnmXcTlJWVZVNKeRw9ehRlZWUqjVRBQUFBQUFBoUDkHV3ccsst2L9/PwYMGIBPf/rT+PSnP43PfOYzmDp1Kj7zmc8Uc4wXBsTg5s03rZ8fO0YdQEUSyykQEgML8XgZGScGCRMnUjKPL7Atc4ljbcrSNffupZGoGwIBe02x7dtpsM7VKkuAS2cMBGDU1tqcKi1wIiEkZgOJgwcRGTPGrFFGiDRlUtM0GDfcgNDOnVlyKnH11WbtuE9+0iRA2RhENRW/PswoYepU83Ox1lwh6W184BkI0H9z7afCYYR++EPq5vnGGwCA62Cm1kYPHMgq2TSA7sEdO5zH4xZ4elXLyAJrCQmpEYIVAOYcOQLj//0/i0vpihUrqKkCXytw5UpXUktmFOFYE7CYKDRYX7LEVKm2tJikohvZ4oTMfa3jAFWaNb+K8O2CUouH2x51qVGoAVKTAE1GJIsktZObcL4ocP1TxzhibTUl1vS1ZmpstO1263zzgRMxkeuaOs1NrMt57Jh1TduDQJKVJ2gPJZgTUZjP/cCvE59+zaPYaebdBKw2m4iPPvoIfZhpkIKCgoKCgoKCQt7wzAwsXrwYY8aMwdixYzFkyBA8//zzGDFiBIIfl0LDN99sDUh79zbTRwEaDMlcKgHgzBlaLEgkQTZsoMWvV660nnvmDA2Sy8rot/sDBphpPbGY6aDJBxEiKVRR4RyMMVVNUxMtMO0EvrC5aLhQUWEh2piKyRg2DPpnPgNUVkKvr4eRSCA0aRKiw4dDCwSsyi0nckd4P3HsGEK7d9PU0eXLYRBC+/rsZ6FL0g71LVtg1NQg9PbbCF93HSK9elGy6r773AkHfgws8HZIIcyuY6FkgptCpakJ2uOPI0oItDffpGTqgQPA/v2mkk1sj5EdTmSZW+BZiFpGYniRisUwJ5GAsWGDWdOMI9yir7xCTRJkSstAwCRzM+Pkzw2Hw4hEIs5ELkMxCFG/wbrYJ0uZZFixwjQYcLpPnZxx0+lsM3rgA4Rv343q6lHWGmQ8nPZ3Ok3XPVeNQiD3Pmeft7WZ17GYJE2BZIm2sgnR+FPQ4ing9UC2LR0J0xm10LHKVMZAbiLMaW65iK/2IJCKWX/NDW5EoV8SsR3ca7s75s+fDwAIBAJYtGgRPvGJT2Q/O3fuHN544w2MGjWqk0anoKCgoKCgoNB94DnqbGxszH4LevHFF2Ps2LFZ8m3s2LG4QlYrpTtBDMYGDKBEmBds3WqmnPIBbzBI04XEdvjjAwHaFzMn4B00+SBCJIUaGpzrJgHuToisX1bYPJ2m6pyyMvoZS5flVHkaMuTPN75hEmlTp0JPpxGNx6HxdXWYssyJ3OHeTxGCUHMzjHfegT50KNC/P/Q1a2CcPYvQ6tWIHj9OCSd+Xfv0gb5jB8Jbt6K6uhqxujqadiojzHLVKWrvej9uwWWmb431HQwCv/tdluS0EG3l5fR3LrKD7RneeZbtj0IVRKymGpdKGU2lbMfpuk7TPr/3PXuxfAAYNIim+EpS8XRdR3jhQnpdx46Fvnq1O4HWGcXRRcWYOLZjx+j7bvepk+osEMgarySu/QIi78201yDj4bR/m5qcU8nzJVi87J98yM9CyJIMqaghsw955fDGjdDIR8UhlGQqYy8p5U5zy0V8iefJFLr5fhHW3kowt/b99q2INN949913AVBl2549e9CLKz3Qq1cvjBw5Et/+9redTldQ6DQcPgwMHdq+7SsoKCgoKBQTnv8av/HGG3H48GHU1dXh0ksvxTvvvIP169fjySefRDqdRmlpKcaMGYMNvEtdd8KvfmV9nUzSCFemyiktdVa5iSSIWOtHdvzBg9b3eAdNwK5SIYSqYNyuhZMTIkDJjrlzrYE/U7WxMUscZ7WaGurceNttlnp2NvWVEPDaAknufS0QQPRb34I2dCgdRyZVV4eg7BLWNZFIIBKJ0DphX/4yTTuVHJezTpH4Oa+2WrAAWLo0vwCXr3XHTDUmTLA6X6bTVlfHykpTEfnpT1v3HVMgelWkuNX0yyPIdqqpduTIEYTq6hAdPx7aW29l29U0za74Aui45861XiPumiUSCUS+8Q2aTrxrF4xdu+h19Vr0PR+y1CkN1AnivcWp0Sxwu0/dnHGDQSSe20BrkK3K1CAzMjXJnktDX8uRWaJybvx4ur9EV15Wc5JX3zIwd1++zqEszczL/ulo8lNGKu7bR9elocFUGBbTwZZXIhYKr/dkMde1vQkst/YVedbuYC6kdXV1WL58Ofr379/JI1JQ8Ibz54FDhzp7FAoKCgoKCt7hmWx744038MILL6C+vh6jR4/GM888g6uvvhpnz57Fr371K7zzzjvZb0y7JXilDUDVZrLAvbycKsA2bXJua9w4k1D5wx9y9z10qLWuGnPQZISNjPATiRYxLe3sWXlfjOzgAx6Z02RNjfW8mhqzcD5vHOHUBx84OqVQZcaqBQJ2cgkSEi+dBtJpJA4etNT2MmprEVq2LFtLzrI2ftK1eEOEjRvpv8XXTM3iRsQJte4A0H0zYQLwxBNWYlOmkAkGqeqQVyam064mCza41fTLA6411UaNgvb447mJgD596N5sbbXvz4oKs70hQ6DH49m6dUZLC3QnQ4J0Gin0o6mCwrVPpTyaCYik4IsvupNtTo61omLPjRB1aiMQQOrGSVa3UHCE26QPacokUnLl3LlzdkUrr2KVYepUc8xbtgCf/Sxw1VX2fe1l//BfLhBCn12FmhO4QfaM3r+fpu8vXuz+hYQfuKmMgdzr4kRoer0nleOmgk8sW7YMackXAUePHkUwGFQknMIFg0sv7d79KSgoKCh0X/iKcL7+9a/jq1/9KhobG3HDDTfgm9/8JsLhcDaVtFtj/XozGOrfn5JforEAC1oBd7Jt2zb6I1Ou9OhhLbbdpw/AUnSTSauDplMqaHm5e9qoaLxQVUVJGieVh8ysoaSEqn1EMkkW5JWWAmPH0nnxRJCXFCo+cJWhTx8aqAJALEYNBXbssCis9CefpMRMczNVyfHzc0rXEuqFIRikr/mAdudO62s+7VEk4gCzn6YmuzEGKypfVmadK1OyiXBzReVNFpzAkTkpgBa+F5BNC/UIx5pq991n9sMTATNmAI2N9H2A1kVk8xDHcuaMSeStXg28/jp0Quh1PXgQ0X/+Z1M5d/58VomWQj9M6/NLGGOehf65T2fXjblTRqMc4VaM+m7pNO2/rAw4dgypY2dNoo+pRZuakIrtglY91pkQdVJKVVZCq/82oiftRKGuA1F9Hq1NBsiVc/weBuwqVhlEJS179uWjoBKNBPbvp2ueq418r8348fZnF9C+hJSM+Mo1fpHQZKUCvMJvCnix9nqhbVyIfX1McNddd+GLX/wiHnjgAcv7L7/8Mn72s59hPe/UraDQiXArLaygoKCgoHAhw/dfq/369cPSpUtx7733Yv78+RgxYgSampoQCoXaY3wXDvr0MYOfK6+0flZaCtxwg6loeuIJs4bWsGF2pdeePXLyKBCgx/Mk3qlTlJhj/UycSP/NUsEkyhfU1toDEbe00V693JU6MufUiRPlAbKMmJszx719NziNm5FsjGgDaNrpW2/RemA8ExEMQn/mGUQbG53JI5G8ktQLs6mNeIMMHoRQgsJJaeIU5LPjxdRRGXiSUCQBvZAImfmmYjFMSyRgTJ9O0zEzYCoy21rmgK7rCIfDtKZaLEYJz8pKpFpaMA0Zp1o2p0WLkEgmTRL0jTcc96i2a5c5Fu5a6ZWViP7tb1blHKstCEDDRzBOTUfoN/8fjJKnoaMJien1CN0XhGEIhJVTKl6GFMxixgznBeBSrlPQMG3gNhjXPQ198lVZgiAxqwGhGBB9CNC8PIF79LCRC06XRKseC8Rec94/IikjqlhlEFW9DJK95qQWzL4vMxLwsl/zTZN0q0lZ7ML/DDLiK9f4RUKTf+2FaPKbAl6MtNOOTAnujNqL3RxvvPEGnn76adv71dXV+Od//udOGJGCgoKCgoKCQvdCXl8Nnz17FidPnsRdd92FP//5z7j33ntx++23Y9CgQcUeX9fAqVNmgCPWN7viCmsNt0CABq8yBU91Nf0tKuYYjh2jip1t2+Tnl5dToq2+3h6gjR/vmJaWM+hk6iox4JOhvp6qV158kY43EDDT8BYudFcjyIJKp3Q6nmQT5uJEDnkmjZgZBeCcUrpvnzWt1e0aM/fWxYvNdZEhEKBETo8eNN3u3Dl6rRsbgfp6pE6elM4hdeON0LwWpt+2jSqvMjXitA0bYAhpt9l0TcOw9uch6LfUymPKtvp6aKDpnqFDh7LEXuLgQeoy+8470HSdzpMvMs+Dv66CIlITyUYBOg7AOP5lhNoMhNsaEXlhJozNZd7NBBYtouvlhcjg2tCQgnHd0wj1fBHGLEAPmoo6G9EnIl9yIRfpIvs813Vlqt733qPj4Q1dKis599ldmJZYBmPDMLq2mTYT134BofdmI/qzEmgTJ9pVv15Ir3zTJHfssL7mHZaLWfhfTNMX68FNneo+fpHQ/NvfqIP1okXe9oLfFPBipJ0Wow2virV8+1KKOEecPn1amkbK/r5TUFBQUFBQUFAoEMQjlixZQu68805yzTXXkGAwSAYMGEAmTJhAHnzwQfKjH/2IpNNpr011CZw4cYIAICdOnLB/2NBACP2T3/oTiRAyebL8M4CQvn0Jqakh5Ngx+jsYtH4+aBB93+l8/jjxdSRCyNmz5hgjEUICAfp5IEDHzMbX0EBIOEz/LZ5XLEQi9nHX1Lj3KY6ZHcfGXV7uvCbl5YXNhe+b/2HjyHX8wIEkOXAgHUdDAyEnT2bHnayvp+stG7PTtRDWIllfT2pqakg8HrcMI753L6nRdZLUddpeOEzb4NctEiFk0SL53MJhQiIREq+sJDVlZSS2aZO0H8frw48lHrecK77m34vFYvSzvXvt+1K8zjU17tdVttcl91EMEwlASGzsfG/tyK57LkjaiO89S2rK9pPY2Pmkpmw/ie/1sEfF58jkyf7H4oJkUj7mJDTneYt7nl0X7v04dDrHecsICQRIHMNJDTbR14TQ4xsa6DXm96sIcf82NOR3bYpxTWUQxxcOu/eTaxwnTxKi697+TylkL7Bx8/dYEfd6u7WRb1/tdf1zwPXvhwsEVVVV5MEHH7S9/8ADD5DKyspOGFHHoyOv05AhdBsOGdLuXSl0AXTH/fC97d8j4S1h8r3t31P9XKDojnPqjlB7vGvA698Qnr/iXbRoEXRdx9e//nXcfffduOqqq9qL/7vwsWgRVR6JqVXNze7nnTxJzxk9mqqnRBXO0aP08wEDqFKqpISqkESlW//+VB3llgomKgF27CheMXAvkCkP2Hq1tFDV14YNVpVBrqL9fP22QIAqAXnzgEIUC2K6ai4FDHsvY06ROn6cpkkePw69Rw+a5trQYKZjQmLocOWVpsul23gITY+VGhBMmQIjkaBtBwJ0zwSD9iLtAwfa+yCEKu3iceiEIAyg+tZbafrn0KGmiQdbAxd1SSqVMseWOVdva4MxciR1I/3Zz6Bpmj3NdO1a6zgXLwZ+9zt/ahR2LZixAlNSsv1x7hwSW/YjgjBiqEbk6CoYCdiVbQW4sQKgKppz58w01pkzgfp66E1NCMc3ozoeQwzV0NdO8lVTr9gpj6kUMG0aZ7CQua4JDEcIBqKx5dBkwxPvkWDQrNOYeV9HAsaQBoSa/y/CZAIiCMNACPr7VwPpf6LX9fXXgeHDqVpQllYK2NVcotGDeG2cFEyFXlMniOPjay3y94aT67A4jj59qOmE+Kx3c232qtoSDEMsqmheDe0XxbhfRBdtJ8Vavn0p4whHfPe738Vtt92G3bt349ZbbwUAbNq0CW+99Vb3dZVXUFBQUFBQUOhAeGYnKisrsXv3bixevBj/8i//gr/7u7/D2LFjMWbMGIwdOxbXXXcdevTo0Z5j7TzIghrZXPm0wmAQGDIE+OADO6kmBlTBIO2D4cQJYNQoYNIkSiAMH05r+LD0rUTC6lK5YIGdGBFrp2WcOjsshUZWu43Hli1mYXS2vvv2WY+pqLC+ZgEWnwpZrNQgMaB1c2cETBKwrQ3Yv5+mScLqjmlJx1y92k7OuhEokgBbakBw2WXQ43F6DiFmfT/R9VGWFhQIZD9PAIgAiI0dS9sdORI6qwnIUtdcCCBN08yaahzRp2/ciOijj2ZTQG1ppmfPQncjWL2AHd/YSFPvGOJxIBKhNdqmfAhjSAP0yZNgTB9mc/O0tMNDvPfdXGabmqjLJVufbduAqVOR+O0pRLAYMVRR8qllFfRc02svkgg0fdUwzHRWvbISiZa9COF5GPhHaNV18hOdrr/wvj75KoSv2o3qVVsRQxX0wAdAZUhu6MLMRFhwz9Z63z7r/hWNHkQsWWIS1y0t9PmweHFBDruuEEkcQF5rkZ9zLvMS2TPTzbXZa6oxvzYirrwy//UpdG2bmvy5aFdW0pRmP6UIKirajbTu6rjllluwY8cOPPnkk3j55ZfRt29f/N3f/R2ef/75j/eXqQoKCgoKCgoKRYJnhmJbJojfu3cvdu3ahXfeeQe7du3C2rVrcfz4cfTu3RvXX3893nzzzXYbbKdBFtSIrnq8KyZA/+g/cIA6ff7qV851ugDgoosowcbjzTdNx9JAgLICfK2kkhIz+BRVTIDd1CAW8+b6Vyyw2m1r1tDXV1xBx8CDqQycXFUZGcTAkyrseFb/yYkkEWqUORJzTgFtOk0JFDaPmTOttee4AFlHhnB7+22EQyFE4nEYq1ZRk4D6ejoOprqaMcM0KZC5ftbXI3X6tOmwmTnWpgwTg+jz5+lvcX9ecom1Fh1TtJw7h0RjIyUJAehf+hKMWbMQGjMGBiHUNIGRYMydzoEAys5BosoDYCEfs8ThpEm0X0AeDPupuSRRraS2vI3QC4xooyYFejCYJZssbqQyiPe+m8usSMBs2ZJVixkI0dpx+EeEDm2WK+s6ELpuEm7hhfWIlM3MrFGdN4dU/voL7yem1yNybwlidc2IvLocxswt0M+fAFautN/jgEm8A87PgVwkCbuv+NdOpizFqOMlEo+s1qK4Nn6UVU7PCCdSy2vb4towdAT55LbW4nhzuWh7qV3oVRGparkBAEaNGoWXXnqps4ehoKCgoKCgoNAt4fuvy6uuugpXXXUV7rrrrux78Xgcb7/9Nt59992iDu6CgSyoEdOfLruMKmlEfPihlSSTQSTaAEreMTUSIfY2GKniNL5g0DpGXvWUC34DkY8+Aq6/Hjh4EBg6lLqt9utH1RSMDEqnqWsmI/8CAfM9XsXCY/t2eX/ifFtb7co+GYEnEnNe5skMLxgiEbqurI36epq6+OyzQCoFPZ1G+NQpVK9ahVhdHSXaANru4sWUqGN9NjUhNXs2pt1xR5aAYkgcPIjQjh1ZtRgj5ERl2Iq//Q3X8eNliktxf155JWVWhLmmjh1D6MUXYQwZAn3yZJOMmjkToRUrzPTXigrvShaJAopPMx08mM5T13UYGzYgNGUKoroOVEyBVv9t+/p7CLZTqRQ0mTLo3HFE4yOhxVPA64Hs+brugWgD7HvNzWVWMPNIoZ9JtJX3AK6cDL2yEsadlyM0KY6oPo+6hzrtu1zzLpAw0HUqBKyuDiIWK4Ne5UDKMDhdf+79rAHEKkDXa2E0AKFJA2DEJ0HHUee22Tr6SeXOF8VwtuTJtIoKus9l18FPOjB7Rnh1bs431Zh3zy50XWV7ELCmrcqcnWXjz+Wi7SUNVDzeSRGp3E0tOHnyJM6ePWt5r3///p00GgUFBQUFBQWF7oGifJVbVlaGsrIyfO1rXytGcxcenIIa5pwYCFDFk6yOGyAnktyg67S9JUuczw0ETIKJT0Hlx8cTcrLXTnjsMZNgammh82QBiUwttmqVmRqbSFDiTSQeRUdTPghzml9lJVLHjkFbudJ058zUsUuBq4G2a5c5PvZbrC8F2IM1LwGXLLjj3wsGgZ49KRnKp2MCiLz6KoyGBguJJvapAfJabJwbaCqVwrQvfQmNZWVoePVVGLW10G+5BY2NjZgweTJaAUq4BQL0egDAxInW/VlVJQ0mtdJSRHfvtinr9NJSa505UWXoBokCSgsGEY1GgXRfTBsZzyrN9Pp6RHfvxpEjGlWanRQIMA/BdiqVwrRp02A89xx0Tk2Z+OIXEVq9GlGkpOd7MqcV733RZZYnOPh5p9PQtmxBFNOgBf4XqF2cXX+9sRHR+FOUAIy9Rs/hr02uWlaM4MjUCwSQF2GQSFDuOBajv21ptT6RSsGWnqvroDXc4s/TtcBH9IuESy+1ptOzdfSTys1jxgwrKT5jhv0Ytm4sPRqQ11fzQl461ZIUr8OCBXSBd++me2fBAm/z8QKvqcbi2syebU8rzZe4lT1DAblCUdzHXsbvl1D0eryq5Ya//e1vWLBgAV5++WUcOXLE9vk5UR2toKCgoKCgoKDgCx+/vIl8IAYFCxYATzxhFkKfMYOaJgCUIOPTgBgplotwE2uwPf44LWrP0k/5NFRWG4ivBVRTYxoqMKWXSJAcOGASc26BFUuZZNi61TnNiw+wGA4elM+RD1CnTLF+Vl5Of7g/8FObNmHa44/DOHWKphlmkAAQGjgQ0YEDoSUS1rVhgZNTzTg++PIScMnaYYo8wTggAZjpmIEAjNpaC4km7XP5cpp++txz1lps3DmapmHFNddgwg9+gNcA6MuXIwGgYfduvPaLX2BOKIToFVdAKykxr/38+Z6DfFsKKwBs3241dNi+narH+va17Z3UyZPWNhwUUKyemxFfhVD8eRhtIejNzTjypTkIvTcbxqoSOwHmIXjWNM1KWEYiJmFZWwuNkSv5pM3J7n2xZptk3qljaWgrm6AJx6VSgNbWBs2BAASQu5aVTLXpkzDIKtAyxJjxXBqhSdZ022wtSadnhfCZVl+PaDRou4b65KsQbcsQbQBNt581y552yYr350NMLVokT+PkIVs3fk841X3LBbfnyNKlJjkbi9HXxVJQeVWa+l0bP8St09xl/9+J95+X8futXejleFa/lMfHsJbbww8/jC1btuAHP/gBZs2ahWeffRaHDh3Cv/3bv+GJJ57o7OEpKCgoKCgoKHR5KLLNC8SgoLHRJNACARrIsABUTANKpykJtnw5dRtl6NuXKjwGDqQqtkWLzDYaG81C6zwGDqTpPxMmUAKMD3J69ADGjzcVDBs3UjUTj/377aSZ18DKLYgSMXRo7mPcDAkyShGNENN0ALSuV4K9vu46SvyIZhMsoKuvtyp/AHtNIC8qCKfac4JxQKqlxRxnph6aXl8P4+BB6kbKzAOEVEMcPQosXgwdsNZiEyRG1+3di1YAcwCECUHkX/8Vxn33QW9qQvTuu6H17GnuyU2brLXF8gnyhbVJ3XgjVY8JxgmJY8cQ2r3bnF8utLVRx0qEEIKB8P4IIsuuhzFvJXR9rnz9M+e5BdtS8wjmjFpamr/RgIwQyLGOqRQw7Y4gDKPBYoTACK5oxSRobvsuVy0rmWrTB5GYOsYRa6szdezWNmVJ0Gjb7dDOn6fPLTf1nISg0WRrs2ABtGXLAI4Tx+uvU/Ulj0KIKf46ORGE4rr17Qs8/LC5tn7qvvFwe45cCAoqtjZsXaZOlddPy6Wk9JMmy78nukbnM/ZiHt/UZK0fWlNT3DTlLoLXXnsNq1evRnV1NUKhECZMmIARI0Zg+PDheOmll3DPPfd09hAVFBQUFNoBqdMpPL3j6Q7pq1+vfrhv7H0d0peCwoUIRbblA2ZcAOSuhcb/8c8r0R55xKwtlqnf5RgUMhw/Tom2hgbqVMqDJ4QYPviABuo84SSSZoTQgJoPoGbOtKcZiUGUiD59aFDGarblghuJws1fh+nyGQZN0TQA6D172t1LS0uBBx+kazF1KjBsmHXuM2daFXxeiJxg0Fp7bsoUe1C6fj00ANFYDFp1tWUt9aFDEb35ZmijRtFzpk+n12/lSpN8JQSJp59G5IUXENu0yaZsAwBUVuK6lhaEAVQDiJ06BX3FCgCgxE1ZmffaYl4grI3GiEPOOCFBCELNzTDeeYcSbV5S0TLBuU4OIIwIqpFxrHy/NwAJ2eYj2LaZR7D16+BaTDa3T90k2lasALTPfBvofcaqDkxxaa2imnL4cGsHImHLzC48EgbayiYzjfX1QFZNpuOomeq5YoXd1EXcR16JpKVL7W0x1RhPWheLmHJSaYnrevKk9YuSfOH2HMm3rlp7QCwPcO6c+VxzGye/ni0tdL/wKmzA+Tl+IZoPiP+/BoMX1vg6CEePHkVZRp3fv39/HM38f1RZWYlvfetbnTk0BQUFBYV2BAFB8nSys4ehoPCxwMfvL8xiwE8tNEZAtLbSb/hLSqiiQyzi7xYU8li+nP4WU0TFgvjsmNpaK8nHgii+faZ4Y6TEwoX0eN6Bkw+itm2jRBevKnv00eIpEAQyQQdMkmnMGOgDBpgKGB7Hj9NASvYZYH/Pr2pCHBszecgoRbQNG6SF7jU+JYelqs2dm70uCQChEydgnDgBva3NVsMNAFBfj8SPfoTIhx/SenAw1X7ZebH04ly1xbyQYpK10XWdpsYuW2YSn7W15hi9pKJl9lHiRxsR+TCMGKoQQRjGtXssqcL5QDSPsBGWHQiL22eYXvIVK4A5cwDDCELn1iWreGOGDbmchGXkjh+yQExj5WonZlM9Ze7J4j7yUx+LR3k5Jbl4Yo3VZHTqyw9E0m7bNkoytbZSQp6fGz82L3XfAPn94/Qc8ZsG2Z4Qv4xZuRLYscMbacY/O50MD3hcyGYDFxIB2okoLy9HIpHA8OHDcc011+Dll1/GTTfdhNdeew0DBw7s7OEpKCgoKBQZ/Xr167C+UqdTIPCQDaWg0M2hyLZ8wBwfnV7z4AmIQID+mwUiTkoOMdjmkUk7RHW1lVyprKRBoKjkcgr2xBRLseg/r+bi4ZaqVaA7YhZsjJkAPHH6NCJ//CNiVVWI/OxnMPr1g+5EpvGKLhE7dvgfi9PYcjntMTgZLKxfDwBILVuG0LFjJnHW1ga9oSFLuLH0zMTBgwgFg9njLOm1gQAlBvi6TG61xQpw4tOffBLhEydMt9Unn7TOK5cyKRhEYlYDQlsWwrhjJfT3e8O4dg+t2ZbIv0A/byrBp5QWhXDLc1+bbp/0dr7uOmfFm2FwyjZRacOtJVXA2YlQizIuF0RlHI9Bg2i6ulgzTqae80okyVLGAZruzN47d876vGMK0XyQ6S9FLqLk4b59plkIqEusho/sRIuX2mYA3QvhMP13Sws1iLnySvNLFP7auRH64r6S3bOFKq74PkQC9dgxOv5czwCn/dJVjQUuJAK0E1FXV4fdu3ejqqoKjz76KL7whS9g5cqVSKfTePrpjkkvUlBQUFDoOHRkOufTO55W6jkFBSiyLT9MmGANFJkDpAxuBITTN+yytBZmfsDaKSmhhAkLGM6do3XcGGpqqELNKdhzUrx5haxdN1e+PNvOkii33w59+XIYhFjJKR6iokv8TDZHP0SKeCyfPuzXYIGp4ebMQTQSoWYE3Bh1Xc8SbalUiq7Bhg3Q166lhNz48TCOHUPoxRcR/da3oC1aRI0K+PVmxfpTKWj8nApI10scPIhIImGqxw4eNMksD4qRrGPlv5+HvvYEnWvpCRj/fh6hUImp7vKB7PpwxBpPuHmqJ+e0D5gZBiOC2LX0QKAkrv0CIu/NRixWYnH7NAwgVHce4bIXEXl1JIzardCH/hOAIL1Wktp+qb17gX9+AtO2L4CxqsRCStqUcbngRBgHAlRxCViNBGpqqJOwm/rR7T7KlTIu3kusbT9EE99/RQVS4z+Haa8/DAMh6JwCN4HhCJW8gOgVc6DN+rKjwYUrxPslkaA/mzfT116feSLpzddZLOT56dSHE3I9A8T94qSY7SrIR9HcDfHQQw9l/11TU4Pf/va3ePvtt3HllVdi5MiRnTgyBQUFBQUFBYXuAUW25QOv34zncj3zWusHAHr1oi5+gDzIef116+tcwWq+3+67BdVOJI5XQiudpnWFMulOqX/4B4R27IAxejT01auBTK0wpuqKApSkqq4Geva0q0MqKuhabd9emAtfOk3TP/k6Vhs3ytWFIurrKUnKiq8PG2YNqBctogQZS/E6f572FwxmCSJN00zCiBubDiC6ZEmWkJs2bZpNycXISgvhlGcaVU71mIc9pWkZUugZax0ofcsWRG++DdodW32rerLr07cvJXwz/ev19d6NGzL7IEUuojXwALrWTU3Ali2mGorNL0c7CXIFQi2PwJizHPrWFIyzexGa1AhjwzDoI4IIl72I6lW1tF7d8lag9ARSDz1Er+Fzz0E/f57W4Tt2jJpQJBKINj0KY15fhEJz3ZVxPIR7CjNnUhLejSRjyLyXml0PiI6zoMQp0segrVwJvPACEI/TD1paaLssJdOJ3BBNZ5j6LBCg9y53LXPuB+E+1srKsiYcBkLQcYASbTBgnP86tAMfAD2+am3T63PKKc3fr9JLfF4WWmcxVx8AVSheeaU/0iwXqarQ5XD27FlMmTIF//Zv/4arr74aAHDFFVfgiiuu6OSRKSgoKCgoKCh0IxAFKU6cOEEAkBMnTtA3zp4lJBIh5NZbCampIeS22+jrs2fNzyZPNt8jhP47ECCEhjSE6Do9nz/GCazN8nLzfPZTU0NIQ4PZdiBA3+P7Ki/31g/flzh+2Wdiv5GIeSw/X/4zp/dFRCK2uSYrK+3zB0iSfz15cv7zmzzZ2nZZGV278nJCwmFCTp6kaysZQ3YPyPaEU9+33mptg73vZX1yzCu+dy+pqakh8XicEEJIPB63vPa0Hg5IJpPStlgfyWTS25gZxHXnf2Rr4GXM+awja3fQIJJEP1KDTSSO4fT6nz1LyOTJJI7hpAabSBL9aNtu7U6ebG8nM6Y9uJbUlO0ne/YQUlP6LolhIqnBJrIH12T3cDweJzVlZSSeWYs4QGoyv9l+icfpdovF6G/x8lrmJXt+eN1fhJBkkpAJE5KkosJ67eNxQsaNi5OJw8ut9yL7KS313IdlvOz6hsP+rqW4nzLrzq4dW+s4hjs/N7zun7Nn5c8EP/eurD/+Ge63LS/j5NvM4xkgbf9CaOMChO3vhwsQF198Mfn973/f2cPoVHTkdRoyhN6GQ4a0e1cKXQDdcT98b/v3SHhLmHxv+/dUPwpq/QqA2uNdA17/hlBkmwNsCygSZyx4CYftgRcLaJwIBadAShZ4yNqYPNn+PiN6+ODaS8AmCxx5UlAMesXgnR03eTIhixYRUlVFyKBBtM1UKktk2MYvgxsB44eYEeEWRMuuq0hsOn3mhUz0ElCL885FHrrMi5FfsVhMTrQVgCyhJuzT5NGj/huTEKu2fSUen4uIcLonvBJ0QJaciWM4Xc95y6wkTU0NJWCd2s20lyXmSksJAbIE3C9Hf4cSZPOWERIIkFbcQgbiKNnzwA+yTcQrK0kNQGIi0cb2z+TJJFb3AgEo4ZYFf11E8j2f/cXGE6fEGiPc4nvPknFDt5GKAZeQ+LBh8j5KSgojT/zeE+J9XF5O1+DWW0nssrvoWmGiO/Hk9TnFn3Pbbdl+fM9XfN677at8IN5jNTXFJcRk96Rf8izfLxoucHQFsm3+/PnkO9/5TmcPo1OhyDaFzkJ33A/djSBQRERhUOuXP9Qe7xrw+jeESiP1CjEdB6CvX3zRXky8udmsb8PSDMXzZClCspRGWcrSvn3A8OHm60AAGD+e/vv4cWs/ra3u6ViZNDkL+BpEZWXm+NlvPnXy/HlLOmAWW7YAX/wirSMnzn/fPjomcSxuLqwihg8HrrqK1svLlcrklt7K0vXYZywVjuG99+Rt1tRY0yZl7cs+CwRo+unu3bS+3IIFtN4eP++KCvPfLIWVpaHOmEELuQeD0n71hgaEFy5EdXU1YmPH0vTbXCl4udLnMp9rfH3Axx7L7lMN8F8Dyc0EBLA7/HqpMyemx547lztFWLivdRzIph+Gf/afiGgLseKBf4W+92qgMmRxEbalnLJ5AXStuHpoGj7CCszGhP9+G6+1APq4f0ICQENzFV67/f/DnN98E9GMyYE+eTLCbW3UfReAXlNj1o/bsgUJDEcEwxCra0YkUgvDAAYPSEO7Y4ptPS3pr/w6+YCuA+vW6bj7bgNf+UoI5PB96PunOqzFKegnHE5izwV+bfzAb6qzaPyyfz8QjyMx9xlE9n8JMVRT11uEoJf3sJo9yOqa+UmtzBdiG2LJgUIh3iN+6+AxOKXay+5Jv+YrBdSPVCgMZ86cwY9+9CO0tLTghhtuwEUXXWT5XJkkKCgoKCgoKCgUBkW2eYXMkS0QkB/Lgj2ABjeaBlx/vVkE3CmQkwUe69ebNb+OHaM/mUASLAhnTqTMIY8fnxvhkE7T4NQJMnJt5kxqzsBqoq1ZYyfTGN54Q/7Z/v3yQLy+no53zRrg8GHg5EnnsfXoYSWo3Agjp8C9qYmSfmyMpaX2fgYMsLr4BYPAI4/Qtc7VvuwzQsxaSbEYrS8n7iP+dVOT1RW2sZHOvaFB2m8ikUDkG99ADEBk1y4Yu3ZRIwm3gDdXgCx+LhKwXgJk2fXZsMF8b98+K2ndo4f1HJ645t13RTdHwFp03w9Bl4GOAwijEdW7Yli/Hpjz5AMwjAdMU4K2NlqTDQbWkHtwuejk29BA3UHvmGLp6rryU2h9pSfmzAfC4SAiu+fCeAfQ9VFZog0AEtOnI/LCC4gNGoTI0aO0htuIEcCUKWbdMYSgH7waxnP3YFb1QaT/dBRrT++3mIawY6OYBgwshTaop9WhGN5dTHUdeOIJHdXVYQDVlATMdRIh5hcPft01/daUZMRVW1t2HyXIFQg1V8F4cxj0tZNgtKxC6NAWGL+kdfOyEL9IGTSIGkV4qUdWLAdmoCCXYCnyrM1ogxMhJmvfjTyTrVWxxugHxbxmXRD79++Hruv49a9/jTFjxgAAfv/731uOCTj9baOgoKCgoKCgoOAZH5+/MAsFC7y2baPkV48eVFXFq3xkSKcpWRMIUHKMVzSJkAUewSANwBYvpq6IjGAiBDhwgBa7BswC6Ax9+1JSyI1waGqyq/J4BAJUSdWjhy0wSaVS0J55xnZ+ChnTAgDo08eZMJORH8EgJZYiEUoqieShG5wC1XSaXiOmXuPJBjHIZqQaI0gffJAaT3BuhkinqRkDC87c2gfspIEXAmj7dvPfss+XL6e/BXIpMX06NSwYMgR6PJ41kjBaWqAXoi4RPwdyG0PwEB09+evDxsU72TKHX1FxxJPLnMJMes2bmuwqRZmikr8+48cDhCCxeT8ihxoR+1EakSVBNDaaJgS6DiQ++/cItTyCFZiNGXgJRvI56BlTC4BzB62YRJVvbE61tbhuVBDhMBU3xmLIEnhZoi2RQOi++2Bs3kxNKDhTisE3TqKmCwhBD3wAVIagr23C6gOrcDdeQi2a0Yxa0wxg4P8H47qngYn/XLCLaSIBPPJIAqNHR0AOr8OjTNnmfpr5xYNf8ihf5VjmGZoiF1FSsnYr9BGjgIYG6A2AkZDMWXzuzp2bv6MoIDdY8ULuyO7DQoihfE1wRDgRYrL2m5qcyTPZWhVrjH5QbFKzi+Gqq67C4cOHsSXzPL7zzjuxYsUKXHLJJZ08MgUFBQUFBQWF7gVFtnmFU/CXTlMyavly4OhR5/PffNMknrZsAb77XUra8EFGrsBDVOHwgezAgdZjL7uMjpd3+WPjnTKFttXaaj2ntJQSgYkEcOIEMGoU8OijlDTjkHW+PHtWUNIILqH/9E+UrJKlCuYiaXiVGwAMHWoqAwFKAvJwIoyamkwyNBCgqjyZIo1HOk3TcYNBoKqKrp/YF4PYPiB3f2R9iq6LbA0y40gB0JiLLSOWWlqsJObRozZlYCqVQoi5ka5eDbz+OnRCKOF26BCiqZSzK2dFhVUlKJJSYrB9zz10DdyIYx5cqnIKgCYh9FKzZ9P58Xt/6lTrtQkGqRqOwe2a8yRdaampCBUVlcJ9nUgAoVbA2EyJMKOckjONDWmEJn2I8KDvI7LvHhj4iply+oYB4+FnoT8z1+oOOvTbQO8zljklEpRLjsXob0bgAZlryLu7AhbX1+grryCKf4P2FpfSOnUqdCSwAZ/DEQym6a+IIDJwGYy3roeurwKammCkay1uqDldTDkkEsDddycQCITw058aQHoo7q4Zgumpr2Ft7Z3QBwwAXnqJHjx9On0ebt9uVSsWK0UwF/nEpfFGb3wTWuTbltN1XUIuFkL4iHuwuVmequ+F3JGRWn6IIdna8OTz1Kn5Kbmc1kf2f6LbWsru12Kk4/rFxzx1lQj/3/3iF7/A//7v/3bSaBQUFBQUFBQUujE6poRc14Nj0TunotaicUCfPu6vS0v9F4ZmzpjBoLUtwN5/Q4N9vGJxflmxfo8Fq11dE3knVL7/hgZquOC1eHauc93m5mRSwYqenz1LDR1KS+XryY6VGUjwayJzQRTb4Y+XFVZvaCCkupok+TXkirfH584lNX36kKS4h4QC7nkbGITD9jG7ORfm6RQpnR9xcTTNtRedPhevicfC98mk3N0zHiekpmw/WY/PE0AotI+MqUKf7SS26ayzOyhrh/tcfE3OniXJ+nrp/eHo9ioUwY/1+wId4yZ7Efs4dFKj7yOxuhdITem71KQhxz2Y0410oosTbXsUvy+kzfZwvpQZfYhj8mr24MUgx820wWltLhQTgs4ch5f/K4qIC9kgIRAIkD//+c/Z1/369SP79u3rxBF1HpRBgkJnoTvuh+5W1F0Vjy8Mav3yh9rjXQPKjbRAOC6gm7skTzSlUvQz5syp69agqW9f70GUrG/xJxzOHUiKgRvvJJpHcBffu5fUlJWR2NixpGbgQBIfP95zECsN0EWyoaHBO9kCZJ0aLWScE1EmC5IzzpE5ySae6BPdX2Vkm2wNxX2UOS9LWlZW0jXOEFHxvXvdSb9C4OQC69U11otTZJaYAt0re/da5xeP+3dn9OqSKN6jLq6MTrzRnnHfIDXYRGKYaHUnZSQXJlKSKyY/35XIq8n0mw8Zwe1x5qQaq3vB7Eu4VhZnTo99JJPy+9XpfcvYik1u5evcS0j7kD1nz9rveXFMhfQrnsu+dCgvpz8NDea6Oq1NIWtWTLTHfvCKXP9XFBkXMtlWUlJC/vKXv2Rf9+vXj+zfv7+gNp999lmi6zrp3bs3GTNmDNm2bZvr8bFYjIwZM4b07t2blJWVkR/+8IeWz6uqqggA28/UqVOzx4TDYdvnl1xyia9xK7JNobPQHfdDdyMIFBFRGNT65Q+1x7sGlBspgNOnT+Pmm2/G7t278e6772LUqFGFNyqmoOzebb4GaA01lhbDpx8uXmwtdH/zzaZTp9fC0DJHVIDmRvGpigxiWtH48da0yXgcmDiRmjB4KfYvdjtiBMKrVlHny1gMelVV7jmAS0Nl6XKZcSZ+9COEPvyQpqF6KcQvrsfu3WZh82CQpkLGYubnooOoiFOn6DElJXRd3NKl+BpjAFBeTh0Oz52jn/HwYoZx+DAAWnSepX6Gt25FJBIxU0Od5lIonMw/nK59vk6RbW3QKythTJ+O0H33IRwOm/PTdeua8jWd2B5uarKmwDmloImpbAsW0BQ6ls68ZQttS3KuLKUykQDm/LkeBiZBR4KmjgZXwyAh6Of2ZdxBw4hddjciX/4OrRP25D9Z7kdNk9dGs6Q15pPelnGYtBknGLU0TXTkF6BnrlUCOiLH5iCGKurMSULQPfRBx2xfGKf3LWPLlSLotyZZIQX12yN9MBik9z1fb1Ackyy10uu8xZqCsRj9f4Mhh2EKgM4xIZChI1NGxfXla2WysfAp6R8jEELw9a9/Hb179wYAnDp1Cvfff7/NjfSnP/2pp/Z+8pOfYN68efjBD36AW265Bf/2b/+Gv//7v8dvfvMbXHHFFbbj4/E4pk6dinvvvRdr1qzB66+/jgceeACf/OQncccdd2T7PnPmTPacI0eOYOTIkfja175maevaa6/FRvZ/BYAePXp4WwQFBQUFBQUFhQ5AtybbFixYgMsvvxy7d+8uToOslhaPkSNNd0m3QGbhQtPFkxEAS5f6qxMkkiJ9+wKXXEJJKUZEAFYHR74o/aJFNChsbjbrvYXDdPwbNtAAxEf9okQigUgkglgsZiVN2FrJgsl0GtpTT8H4wx8Q+uxnYXzzm9AHDkQiEqHF/JEJ39kc3Qrxi7XGxFpmIhmXISaya8mfC9CaerEYbSNXUCgGb2VlZn0kwFqzTbaG4rVk9fzKy6HX1iJcWWmSmLpun8uBA+7j8wMn8w+na19fD5w9Czz7LCUot2yh+1mo7ZeFEGTrAMLhsHV+gJwMyaeYuSyoF4kMj0RLKpWpbbZhGPS1dUBzM/T9+2GkZyEEAyswG3OwkpJchw/AwA6ElhkwQGu48XCqjeZYqN8LKZJOI/W3HibRhgNARS2tN2cAobrZiD56Eke2vY/QoUYYX4pCX9EKg4ToOdfuyW1y0J7we30Lqa9WTNLp1ClK4O7eTZ2mFy4Edu6UjykXWe82b/7cxkYr0cbA9rLT2nSGCUFnQ9xX1dX+TF26MWpray2vZ4j1T33i6aefxj/+4z/iG9/4BgBg2bJl+OUvf4kf/vCHePzxx23H/+u//iuuuOIKLFu2DADw2c9+Fm+//TaeeuqpLNk2aNAgyzk//vGP8YlPfMJGtgWDQVx66aUFjV9BQUFBQUFBob3Qbcm2X/ziF9iwYQNeeeUV/OIXvyhOo01NdnXRz34GfOlLuYvFywIuv9/yi0HT+fM0AEskKOERi1ESRuYwSgiwYwcl1drarMfwSh+P6oME55LIF3HPEm5isHPuHCVxMkSfjoyCa/lyhC+7DJHMa511EAhQooonKMUgkRkSiPNkwadbcF1fT5WHYvDqRfGSTtPi7zzOn6e/eUdVN7C5iMYaV16JxKxZiIRCVhJTJAf373dUZ/mGX8VJMEiNL5h7ayxGiQfRSMIBjiSt7HoVoEZKpeREVgoaNI/BtqlIC5oE7v790HEAa3APZvT5KYwbfgD9jz2A/ciaJtS+8DP8vNFOsGXHxMjo1lZ6b5SUALfcQvvYvt07KdLUBO31/0IUbdDwEX0vc1/oOhD9WQmARxDakTF9GPogMCgJva0NxrV7EHpvNqIpCREoI8sz/eXljCmCtb98ub/r63ev8vMYP55+4bBjR36kE9/W3r2mS/HWrfT6edz/APLb16KhDcP48fT/AXZdeKUy0DkmBJ0NcX179KD/H32cCEcHrFq1qmhtnTlzBrt27cIjjzxieX/KlCnYzrtqc9ixYwemTJliee9zn/scnn/+eZw9exY9e/a0nfP888/jrrvusqnv9u7di8svvxy9e/fGzTffjKamJpSXlzuO9/Tp0zh9+nT2dTKZzDlHBQUFBQUFBYV80S3Jtj//+c+499578eqrr+ITn/iEp3M8/RHW2mpPtfvSl0z1WCxG1Wp86luhQSkPMWiaMsU6HpnrJz9WPq1IVHUxFz0g59hzuiZGo9DEYGfNGhsJqAMIA6g+fBgxcEQbS8nk1HBSNz3ZH/Nsnuk0JTHKyuj7osIsGKTkS1OTqfQT18kJTU1moM3gN32Fv5ZcClri2mvlJOZzz0Hnxwk4B+guqsKi7UtRLcq/duknS9I+9xz0NWtMheN990H/l38x58XOa2rKS42USgHTpnFun5lrn2jZi9ChRkRnD3NLgLTAQkRxpN3lgT8jOn8rtO++aFEqDcZRkAH9ceQIoPU11yJxzVSEol9CtOwhaEiZiliGzZtpG37S2zJ7IEu0AZb7go3dTGE1950OyIk2QK44A/yrDJ0gOsYC7aM4Eufhd32d2hLhVz2dj8ru3Dnr6z596Jc7hBTvunQXiOs7YYJak3bAX//6V5w7dw6XXHKJ5f1LLrkEf/rTn6Tn/OlPf5Ien06n8de//hWXXXaZ5bM333wTv/71r/H8889b3r/55puxevVqXH311fjzn/+MJUuWYPz48Xj//fcxePBgad+PP/44Irm+CFNQUFBQUFBQKBK6HdnG6pHcf//9uOGGG5AQSREHePojTAx29u+3ki6EUEKOD8paWiiZw5NHxYKMNJOBJ68A+jsWs5JzTCkF0NRSgLYdi1GlBJfyqtXXU0JNiNJ1XTffF4MdpoLikAAQARAbORKRZBLGkCHQJ0+2r5NTqpmYisnPs6nJWjtt2zb7ujDCS0aOukFGck2Y4H6OE+rr6b5aswap8+cRevVVGC0tchLzrrugPf64e4CeTlMSlk8fBug8c6Xs+SHjRo607p+RI81/O/STSqUQqquDMWoU9M99zqpwXLEC0X79oH33u9Z+FiygezCXclSApmXSKEOMcAsiMasBoRhVeGmlnpoxwSvRqquzdf20+m/TzznVqVZZidXTh2Zqpj0LffliJMgVCLU8AgOToCUcUoDzqSMmplID0n3hmsIqu+5Oyqs8VIYpGaHX1oYUucgkCQcNMustwmFM+Tw7xXk88QR9Hs+cKa9z6bUtEfz+94J8UjtLSqyvb7mFKmj5L12KVYuuPVBMsj8XPo6ps52IgKAyJ4TY3st1vOx9gKrarrvuOtx0002W9//+7/8+++/rr78eFRUVuPLKK9Hc3Iz58+dL+3300UctnyWTSQwbNsxxnAoKCgoKCgoKhaDLkG2LFy/OSYa99dZb2L59O5LJJB599FFf7Xv6I0wMdk6csDe0axclrvigjNVGA0xyoxiBR329VZXlhPJyK6kSDFIC7fLLrSSYLEjbsoUqypgKZ+NGIBaDFgxKa89pTnWCXnjB0lcCyNZo0z/5SRivvkoVT7NmQZfV18qsZ4oQqpoT+kjdeCO0SMRcQ3EuW7YAn/oUUFpqD7RzpVmJ10okOAoxKwgGqSouHodGCDWHWLvWWuOMkZh9+wK9e7sHkE1NVhKMD75zpa75qZ+1fr1Zs2rkSPqawaEfTdMQHT8eGiN12fwAOu+33rL3s3Spufe2bAGuvdYzcZ2tWxait18kwind/IJfm0DAXtdPUpfOMIDQmCqEyQRqSMBqqjkhH2WXGJyWltKU5nTa2/PEiZx1Ul75VGPZFIYZJK79AkItjyCKadAC/0uJNn4986nVJ4OsNuL+/Waat5im7tWcAaATSibt+98L8kntnDiRqh/Z+k+caB/XhVyPzO81FZ+7sjqnTtfr45g62wm4+OKL0aNHD5uK7S9/+YtNvcZw6aWXSo8PBoM2Rdrf/vY3/PjHP0ajaDokwUUXXYTrr78ee/fudTymd+/eWWMIBQUFBQUFBYX2Rpch2x588EHcddddrsfouo4lS5Zg586dtj+obrjhBtxzzz1obm6WnuvpjzAx2Bk1yp66eeyYVMUFwEpuFCOYFJ3wAEqsnT9vVdyJijyABi3iOFmQJipleMdVRnoAWeLNQsSxeYjBDufSmQJHtGVSfGxpqLwUJhNMpgjBNADGtdfSlNNMHyw1MXrypHmeTPXHrk0kQoNsr+stXquGBtpGsRQaHDmlsdcCsvPKNWYZYSpzJQRo3bnGRnP8fupI9eljr1HFgmO+nl0gQMnJTE0pbd8+pGD3sNQASpjK5iMS17wJRg7oOiXaqqvpNs2LaBPH4VE9pOtA+PbdqF61FTFU2Ym2mhpKtLKabbwDrleIqdTHjtG1Fve3E7nvRM4y8khG7HpVC6XT0J5pgnH6dwiN/jaMa78HfcrVSEyvR+i92TDmrYT2foW8rVzr7dfNU6yNCAAvvmh+UZFLgczMcQYOpOYIN90E/Nd/OZuCtAe8GCBUVNDn/5Qp7a8e8wu/95CoEF+2zPw/S6XLXhDo1asXxo4di5aWFnz5y1/Ovt/S0oJp06ZJz6moqMBrr71meW/Dhg244YYbbPXaXn75ZZw+fdqTicPp06fx3//935iQr8pcQUFBQUFBQaHIuED+Cs+Niy++GBdffHHO41asWIElS5ZkX//xj3/E5z73OfzkJz/BzTffXNggxGBnwQKq7nGrlcaDVxwUUPjddUz19cDnP28l20RFHjueR3k5Dfpff52yBOz8QMDquMqDEDsR5zSPRYsosdDWBq2iAtEzZ6Dt2mUJGi1pqAxc7TUNgPHFLyL03nswEgnoum4xarCct2ABsGqVvbaaOH+xgDozkuCD2eZm6xy3b8+/7pMMxVSmiCQjr7rj58PcaHniqtBxiDWtWFrv+fPZ91MAJUzB1ejr2xeJe+9FaPt2RFMpKdFq2XuEyNOCJUgkKC8aixWobMtjbRIJIBKfiVhdMyKvLocxKwZ9wDHr/iqUCHFaH6+qRSdy1kkZ5IfcyPSpEwIDryP0uoHw642IvDATxuYy6PpcAHNzz0u23iIRwzsq8+DnwdTFDOKXDW5EblMT8Nhj5uutW+kXFu1N9nghFUXH0lxf4nRkOicPv/eQSLTz1+tCTpf9mGH+/PmYOXMmbrjhBlRUVOC5557DBx98gPvvvx8AzRo4dOgQVq9eDQC4//778f3vfx/z58/Hvffeix07duD555/HunXrbG0///zzuP3226U12L797W/ji1/8Iq644gr85S9/wZIlS5BMJm1uqwoKCgoKCgoKnYUuQ7Z5xRVXXGF53a9fPwDAlVdeiaFDhxbWOAtqWLDypS/RWl0TJ1pVEjJUVVnVG8UiWGRBsVO6EQ8xSGeKGAZedQNQaRB7zchFkYhzqyMmBHeaQ3BnI9r4FLdAAPqgQTBWrUIoFEI4HLa6WfJYutSZaGPzF9vnSSq+KLx4XUVFWKHIt76QLGiWtSWmy/JutHzQ6mccuep8AcCVV9L+uJpSGgCjf3+EksmssjHxzW8itHs3jFWrbHUAs2PgVS2A6f7qgkSCr9km1nDLebp8HPx8T52yp9JmlE7ZvleVQNdrYdSnEZoyAMaQBuiTi0hwiAQqIL8Pnch9N3K2UHB96jiAMCKoxlbEBv1f6Pr33M/NtRfFvcY7Kju1l6mNCICmkq9ebSfcnEgcr+8VG34V0OJ1bm21OpWy+pSdYajg9zknI5IZLuR02Y8Z7rzzThw5cgSNjY04fPgwrrvuOqxfvx7Dhw8HABw+fBgffPBB9viysjKsX78eDz30EJ599llcfvnlWLFiBe644w5Lu7///e/R1taGDQ5fbB08eBB33303/vrXv+KTn/wkxo0bh507d2b7VVBQUFBQUFDobHQ7sq1DIHO4+93vrMSNiKoqa3DtN/BIp4ElSyipBwAzZlC1mFvqVFsbcPPNdEzLl1sJATFIF4NOVpNNrFMlmgnI6uiw8bLj0mmTkGMqFIeabxYSwiHFTW9oQDgcRnV1NWKxmJ1oY3OXYeBAsxC72D4PQujaHD9u/8xnKmNOJUm+9YVkQbPTPhKvRyBgBrEsRc7POGR9OxHIwvv6vHkwkkmEmpsRHj4ckeZmGLW10GVkOBtTa6uVAM3h/ppKUVFdc7NJrDHCrbYW+PnPnU0DsmsiXjOeaJ86Fdi71yR0WW3DzZuRStlJPX1tE4z4KoTizyPadjtNly0GweHV5EO8Niy1t7WVEmx8GmuxVE5cnwkMRwRhxFCNyNFVMBI5CM9ce1GWJu5GfgWDVNrI1/0kxPoFA+BM4sj66wiyx68CWrzO587Z79Niqar9wu9zTkYkA6ZidsECO5F4oaTMfszwwAMP4IEHHpB+9sILL9jeq6qqwjvvvOPa5tVXX501TpDhxz/+sa8xKigoKCgoKCh0NLr9X6a6rrv+wZYXxGCFpbT16EED10AAePddK4G1ciVN0eQD2oYGqo75/OepS16fPsCDD5o1z3g0NVkDxcZGqtKQ1Rjig5pJkyi5BVgIAanKiYEFnLKgTAyY0mn5GokphTy81Hxj6yyishKJRAKRSASxTZsQqauTu5g6qSIGDTKJslxBpptS0U+Q2l5KEtn1cepLvB58qnAuVZDXvlmdr23bqPKMqWqYgygXFOvBIMInTqB61SrEAOjLlwP9+2dTjW3B84QJwKZNJongVJeHkWGxXSAHlgPpoRAfc54eB17Xkcfu3QAoiReNCmReWxt0JKghAD4qPsGRi8gQyX0utVdq+CBA6ijq8j7fZ+KXv0PoN6xm2yQY04chVHcexqiV0N//T//F71nboqMyU6s6EdviZ48+Svcb2689etB9JSOsFyygz8033zSf0x3hcOlXAS1e523b7PdpVzFUcCKS2V659lrzGZ2P4YIi5xQUFBQUFBQUFNoR6i/NfCAGK7LAtarKWiPo2DFKFrCi8iwomDqV1v8BqFPeY4/RNkTnVVlw7qSw4oOKnTut52QIgexxIllWVkaJmNZWqopgCiinoMytFlQuViNXzTdJilti+nRao+2556Dfdx+MeByheBxGWxutAcbWgQWdTzxB11UGkZCrrqZk6I4dNFWUJ9sGDfKWMitDeylJZEGz2FdzszzFM5m0j7HQvllwnKkblSIXQdu0iR7P7c9UCjhyJIHIq69iPfoigpMwCIG+Zg0Qj9Pabi07reovr0rQzH7UCMFq/AqhyZth3P4z6O//J3XAfG82Vq8ucVe1sX5k18xtX48cSX9njAEsY82sl0Y+ku+dYhABbm2IZByX2ptrTzo6iiaogs9GLDIEg0g91IBQDDDeBXSdpnDqAIxRyxFadj2iWAgtF+kuQzBIa7SJ83Ujtt0+49euqcm+/kuXmsTVqVP0s44gamR1Qt3UXOJ1bmy0lhTg7x2/aeudBdmcRMLbr+GCMlhQUFBQUFBQUFBoZyiyLR+I9X8OHJCrfMT0F/5zBp78Ylizxk62ydKYZO0B7uqbkSPNwFIcX00NVXY89ph5bk2NmfLJB2UsrXXpUudaUDyRxdrhU0pz1XwTgsLU7NkIfeUrMEaNgv65zwH799PAHdTdNLpqFTQx7e/8eetazpzp2H42cGW13PgaWHzqqd8gVVwLPm2zEMjG39Rk3Sf799P3RHIsX+LQrW+GtjakyEWYhigMEoLO7c9EArj77gR69Qrh2bvvxZwffA6NmIUQDsE4exZ6JuUwBAPR2HJoLBb2moJmqROWgHGuFqFlixHGTxFpuR7GvJWZwvw5wK1XCho0SUpsCho0fTAlLlmKNuCc3nv+vJkGfu6cdQ+I55w756zyc4IfMsGHuknT7PXu+Hp4bsRlVuXXNw00mveOvmcbJdrwEUBgJ90ZSew0Zydi0Y3YdvvsscfMlNKWFrr+ixaZfezbZx9feyukZHP0Sxg5PeNy3UsXsgpMRnj7NVzoyPRZBQUFBQUFBQWFjyUukL+euxiCQRoIZ1Q4FvAqn9pauwMeYK2XJCv0Tog92FmwwAzWjx0zU1RzFUMHgNJSelz//vT1lClyd9FgkKq6+PeZgkSEmNbKwMYiEpITJwILF9J58UXlf/pT4CtfMV+zlEPWNxcUagCi48dDe/xxyxh1AFEAWiJBWQA+CF24kNajkpFCTkHnY49Z09PE1F8Z3IJTMeUtV9pmIYFufb2dROVTPHPV2vMKt7WorIS2cSMMEkIIBoxr90AHvTSzZqUQCITQ3GxAHzoURq9nEWr+ORpv/ylCW17EClyBOTBg4B+hVdf5G1Omb0t9uJ6HzML8qIK+pyfQeEKeOiipqZiK7cK0xDIY04dR5SRLjWzZi9ChRkR3DYNWKlwbp/TrkhLzmfHYY7RvPmWaP4dT+XlW4fghE3yqm3iDiXDYn7OrpoESbTxJVF0NLfC/lGhj5C9/zzGS2GnOTqRTRYWVbK6oMP/tRjCy5xT/ukcP5y8tmJtveyqkZHP0SxgVsx5kPu20B2knfnnBarj5MVy4kNNnFTocn/mM3LS9mDh8uH3bV1BQUFBQULjwoMi2fCESWuXl1H2RT/VpbaVEF1+7rbzcTDV1SkcbNsxqtsCCncWL6Y+MiONTiyoqrMFIaSkwfDglfJwcOvngQ1ZIXaYgEVFebgY8IiHZ2Gj+NcuIvliMEm08CTV1KiX3nNxK33pLum4av858EJpPsCkG3h9+WJiqSJZyxowKZIGo10DX6bjaWmtaM5/iySH1UIOpHOPfl9XhysOgQ29rg3HtHoTem43wVkrQrF6tYfDgaNZ1dHDjXBhzgVBoFB5e+RDmzDkOY0gDBk/8JlD/bXvbuSCQSIkjGiIrRiKGKkQQhvG//w5dvPckqa5svbQGwEjwqq4gErMyqZGbAa1UMganoN6NKBHPYcfIjnWCHzIhj/tC1ynRVl1Nb11fjq7i3BmRxT/D+Bpc7Byv7bFj2dox8K/FLwDOn3dXmDo94/kU8/ZUSMnmWCzCKBcJViwVWHukbro5Lvs9T0EBighTUFBQUFBQaB8oss0rxOBk/Hhr0FNba7oVOrmSsuNaW93rmf3qV1YXTDHYcaths3Ej/WzxYlPhxH6cwLu7PfEErdtGCHDFFTQw5YtQMyfRs2ft7dTWmmmYTU3UAVUWsPHviWm0W7bQ9eNTV/lASpZOW15O00MbGztPtZArOJUFyV7q3RFCVVhOhKesTw9Bpe86XDKDDl6ZxYPbnzqA8FaRoNFsY6AkTilisVJg+IuYFgKiJ3M4hsrA9Z1IgBbin7cS+vu9KfHXvAAG2QEdB8xzxOuVTlPlWYaU0WfOhPHcQoRCQW+qLqf1dyNKZAYGfvezrF8nUiUPxVEiQecei/lTtknnPmGCfe/ISGInOCnYtm+3Hvfii/Q9NkfZFwANDfT5Iaabl5TIn/H887Y9nzWy/VIswigXCVYoqZfr/4BCkK9aL9/zFLo9AgHg8ss7pq9LL+2YfhQUFBQUFBQ6H4ps8woxOFm0yKrMYEFPU5OdaGOKiIoKGkTv2uXe1+nT9vfcgh2RdNm+narD2tqcSTaxFlswSINIFuADNCjlQYicRASoIQS/BqJ6yEk5J6aPAXZFHx8gyVwIWQqRU7oo4I9cEAPve+4xlYrnztF++NRSIHdwKguSp061Xrfly+m/RSKXN+Dg18SpTz6odJi37zpcsiDZiQTk4EbQsDFMn24KHR95hE5l7do8iDZuvqnYLoQSy2BsGAZ9xFwAczP1/ZYjtMwwXUEB+/VqajLrdwFAJAK9pAThcAMlDeuaod+7BqnTvaD1Om3bC6mTQWiyoN6NKJG5/LrtZxlkZIJIxAN2V1UPiiN+b/AppZ4JNy8kkR8iyUnBJqYYiumeTgYibunm4nsdpZDKt96aF+T6cqDQOeb6P0BB4QLCpZcCBw929igUFBQUFBQUuhsU2eYVYnCyY4e8lpmMlGCKiMWL5XXORNx0k+lQClBizC3YcSJdnEwKnMgmN6fFXPjwQ+d2Bg0yDQb4Y1j62NSpchLPqRC5zIUwVxDqh1wQA+9z5+yBo+gqmys4lY1PvD5Hj9J+RCKXV0L6VLC5zdtXHS6ZotCJBMzAK0HDZ04y89u8wbmRRrEF2tpvW8akP/lPiH7iKWhv3Gyv2cYguYcTLXsRiVGiLbJqGFbgj5iDlTAQgs7tBYsysK+E6GTq16Ymuu/Fe1EkR9evL6zGlROp4iNNMJWyXzf+ejq6kfLwQhL5IZJEBdvKlfSeZTUfmakBn+7Z3Gxvh68NJ+s7h3KzXZGrRiSf1n3PPfTm2bFD/nwX9xVfakBGghU6Ry//BygoKCgoKCgoKCh0YyiyzSu8pNUwl0keum4qgFavdu+jtBSYM4fKex5/3Fpb6POfpwoaWWF7J9JlwQIqF2LmAz/7GfDUUzTobG62190SyR/Z+Pj6czz4oFVcq7lzrYGbGMRt2EADxxUr7O0zZUpLi5nCmkuZxgeWFRV0DCtXek9nEgPNKVPsa5IrtdcL2HVavpwSbaxdkchtbKR1xdwUbE7IQap4rsMlumnOmEEJD7FtmbJMD2b74gkapNMITfoQ64Y04MBVt6G6uhaxGC0v6JnEEUkEjpjUkLJf52AQ2ncfAfCIc5sCsZjAcIQONcLYDOj3vQQDv0cIBhrRQA0gMo6rNmUgbwrQ0kLvudpaSt4yx1/ReTSddld2+oXsuSU+pzy4kcquha57vEbtASeiGjDXi1f1Ac4q367oSimmdT/2mPlv9qzka1+KpHtDA332e61f5xe5/g/oaFzI7qoKCgoKCgoKFzSe2/UcPjrzUYf0lTqd6pB+OhIduX4A0K9XP9w39r4O688N6q9Nr/CqIuIVWroOHDhAJT6bNwMDB1qP79OHkkEyR0S+thALEjdvpkEUMxjgg3FZILN0qdWM4Etfso5PrLvFEyqE0H8f4GpbPfigWSts/Hh6nKygubhWooGDLNDZts1OtPXtC5w8ab7mSYjz5+1pX3xgyVxgRTUWYCcXcgViMhKyGClRPFnmVgOqkJQuN5I4nUbi4WcRaa5CrG43IotnwlhVIifcgkHToINh8WJzDwJ0T+RSlukcQdPYhGj8KRyJD0KkrY6qxiK1MAwfJI5IIlRXm/K4fK8RV0g/df4ihBDNkIYAKiuhc06rKzAbIRgID/0QEVG1J9Zm3L+fjpXVRATob955lEcxalzJ9o74nKquzrmnnK5FpxBtgDNRza8Xb4hw+LD1WcLQFVIbZc+nXPtCdDwWSfcXX6Tp8rL6dcVAR6Ta+iHQ2sOoQUFBQUFBQeFjgY/OfITk6WRnD6PL4uO8fops8wqvKiIeyaQ1wBGDvQULqDrh1CmaUrZ8OVWgrV8vT+kkBNi507tCSwywRDMCcczBIA24ZIE/QANTfg1KSuQkkbhWfPpsS4uZfsggq3MHAOPGOaeX8kSfqORwWxM+nYkFa8xIAnCuEwfIa7blA5mbLOAvBdUrnILedBqJCTMR2nkvDNwO/YUPYMw9jlBoLozn0tDXeghincghmbKMm7PGEQZHMIiqwxCCfvBqGEatc904GcQ9zvakF5MAJwSDdL9GItAARJk7azpNr39ZGXQA0cufgtb7MoSv+BDVq6gqTx+apoq2tjbgD39wXjOeEJStJTummIQug0Tt1+VUPl6IatERmYeYUn8hQ0YUydK6RYhut/zx+/ebX6oAxTMvYGivVFv+XvajAi2Wu6qCgoKCgoLCxxYBBKD17phvmvv16tch/XQk2nv9UqdTICikHlHx0cUirAscoopo5EhTWQZQUg0w3T9ZkMfXLNuyhb6eMEEeTPGEXa5gXDYekbwSFV7Nzc5ppDt2WF97VS+w1EP+NU+2yQKfqira5nvvyVNXDx+2vuaVHE6BqJjOJKaZAfJAzEvgmK/KQpbyVUw4jD0VfipDtIWoMycB9Pf/E4YxF6FJHyIaf4qSZW5BrLgfWL0omZJOQhikbpyEUMsjdAyBD4DKkP9aYGJ/EydKTQJSYfl8UqncfWQ/F4wTtOHDkfjXDYjcF6QGEIvPwzg1E/rOH7s3OGwYvf+dnEerq9uXCBLXbPz43MpTr+jodD0xVZ4R1wxutcOKNa72nrOMKFq/3prWfc89VB3Man3K3G75LxUYClWBekEx10dmvADkJtAKdVdVUFBQUFBQ+NhD661hfsX8zh5Gl0V7r9/TO56+4BR0imwrBLkUSqy+Gp/qxMAHHKLibPduSho4oXdv4OxZoFcv4MwZ51o7snTOJ56w1t3ig/mmJue6Rny9p2IHljIjh4kTrc6oDCy1VJYSxqexbt5sNZkoKwO+/nV7IXyx/UCAznHKFH/zc0pTku0RkdAUU746ANpbmxHFd01HToCmSOpAVJ8HLZ6pF+AWxMoC2AUL6HzeeIOmSZ89S9dAQhho69cjiqegvXU1UBnKXhtftcA8EL6pLW9jGl6lpB45QBWKgNXMwKuKjkNiy36EpnwIY3MZJQlHrURo2b0wsIMSmE7w4jwaDJp7x80FNx+Ia8YbgBSaYtfR6XpiqvzSpdb+ZLXDWCptsZ5hhc7ZTxo7u89kad2ydhiCQUrw8irAGTPMWoHtqfAr5p5wMvHJRaB1lIOsgoKCgoKCgoKCQgaKbPMDMZg5d85UuvAKJYAe93/+D1UfDBxoJdt4MwHArjgbOdLutsfj9Gn6+9Qp4LvfpaSbl+BFFqDxEEmV8nIakPEOd/kETjNmWBRBmDHD+rksEJo6VU6EXXaZnBAU01irq61k26xZud1Ay8tpdf5cqUlONZRkaUriesVi8vHnk9aUTtPC6KzI+cyZ1EnVC3FQWQmNV//pOiV1GhuhTRwNxF4zg3JGPjKzie3bndNfm5roHAFKiC5ZAvTsaScMKiqApiZob8kJBs+1wDyoDrXARzAQMtNVz52zmxl4IZE5xWQK/Wh76VroQzcDCFJlIJ5BCAaimEaJTF2n843HaRtMfedlDjIVz+bN7vUK81kz3gBERq76Idg7Ol0vV39ONeuKSQgWOmeZ0pVXNnolinLdC3w77F4uhHD0ui+KuSfE50guFWix3X0VFBQUFBQUFBQUPEL91ekVjHBgRExLi/2PdqZQ4kk4JyxfTn/X19MAYOpUqmi7/noaFLz0knlsIEBJoERC3lZGqWOD36BSJJ+GD7cSbawemoMDpWPQtWiRu4JCFiTKiDDRydEt2BLJShl56UTyMTgFhk41lGRpSl7q5rHz/UJIa0Qk4r3IOT/3dJoG+IkEnUN5OV3XkhJK7PB7nkFWe4+1J4KlvbF/s9TJYhEeufZfSQl0HMgSbuETP7ebGXi5V+rr6Tpt2QINH1FC7cOPLOnL+saNiJJppmLwwAH6mUiOeYFT3cYXXzTrkLWXYykPP88RJ/fT9kqzzDV2p5p1MvIn33EWmqIoXmcZ2e/1+rrNgV8LPoU+3z3kdV8UM4VT9sx2u0biGHnn345Ic1ZQUFBQUFBQUPjYQv2V6RWyIv7ptP24tjZg377c7R09Sh0zz5+naiRGGjG1EkN5OVUsvfCCc1vnzsnf96sokBEwYiAlC5xEZcbmzXQ+TAFVX+8/kHMKqtJpb8FSDhdOW3qel/MYnGooieMV22PH8xDr94ljdJun7HouW0avm8zhlgcfePPKJoAq7+Jx02jACWLtPTZfsV4eS3tzU1Px5LNsvE7rIZLgsqB/4kRg82bo5ADCaET1OzFqZqBz7Xu5V4JBqlz99KeB/ftNQo0dm6kfprW2AuzRQAi9D5ji1Q/EvQPYDRWKoR7LpZzyQ051hJLMz9hFpNP25/a+fZR84ol8P+MsNEVRdp0Bb/eFCK9rXQy1mdc2ipnC6dd4QRwj7/yrXEkVFBQUFBQUFBTaEYps8wqvwUhlpTeyjeHFF62uniKOH6eFrw+41IBKJOR12/wqCpwIGELoGBobKUHFVE+sfpSY8rl1q5nCmW9A4xRUeQ223AqnO6XnAd4CQ6caSrJxsfNZcXJm9sCTbLIg2kvQLCO2jh0ziadNm7wpOWTBPguenYgAJ9TXWwu3i3UBnfo8etQk7nKlVPLrIZLgLqmEiZa9iBxqROxHaUQiQauyzeu9Iqt9xY7l64cxFKLkEV1wAbq2ojqy0GLvwaC1jllTk3WfOK2N0zXxqiQrBvySL3yaM8P+/XQeZWX5jdPvGMT073vuoedv3279kgOQ3xduRLzXtRavaT51Kv3cM15S8QtVmMnaFMcIdGyas4KCgoKCgoKCwscWimzzCi+kw/DhJtkQiXhv26noM0CDLVFRJyIelxfYz1dRIKo/AgFr2l8gQP/NDABkCj+Gzgpo3AqnO6XntbV5C5z9rCtrr63NWqvtyivd+/ESNNfXUxJmzRrqziqaRnhVcoiEIGAGz/xcz5yx1sETa++x+brVBRT75M1D3PaK03rIjpekEiZmNSAUA4wNaehrlsD4w2aEPvsvMO7bCf1fvkX3d1mZOS+3ayqSYIyI3rbNuq8YIS06ZHqFuBcbG6kalkdNjbdaVX7T7QCzb6f9ni+xUyg56AVO83d61rL3OsKdU0z/fuwx+v/Fhg3muN3uC7dr5XWtRRUznyre3Oz+RYCsDb+KtfZQO8raFMfIO/8CpqpRpZMqKCgoFIRnQtNx4q+fQEkggKd7tV8/H525F+cJwYCL/4b5/91+/SgoKCgUA+qvS6/gA+x0mirNEglr4PaXv9A/2BcupIE2C8YTCbNAugjmCCcWfd692+5gyqNPH2qQwCAGuqdOmXXg+vc3CTEvQYWoFqquNoNQgP5mdeJk6bU8nAI+mUvn0qXFUzqIRAAjRFhwKRtnRYV5jNsYeBLEK6khBsHjxzv3JSMwZWsYDNIgPRKx1mDiceyYt/TIhgZnl0a3ueYLvl2ZSkxM9eXrFfLHieo+CfmUSlF/jNWrAX11ExCJQAdg4G7MWtGM/3z3DmhtvzDH0KOH+95jY+fJr02bhLxU0MA+FgMuvxyYM8e7eQUPfs1litlgMH9lJA834syJgBa/gPBjpNHecJq/05cmgQBN18+ntl4uiPfNtm32Y9h657ov2LFO1yofM4UpU6yfMaUf0H4plu2hdpS16eT8y75Y6Ii5KigoKHwMkDpyEVJ/pe5WJ9q1J9pHCVMrKygoKFzAUGSbXwQCZkD/qU+ZaYEAJcAA+R/4LNgaP54GArzxAINTnSMezAygspI6kTopGKZONUmwo0cpWcHSp3KRJ83N9j5F8oeltTkFSVVV1CVVnCPrk1dRMZdOWY04P+DnI6vLtGkT/Te7hj16mDXbJk60F+33koLpldQQg+Bz56zn8Q6TLJWMwUm9JGt/2zbaFpubSIS6kXy5VH1+0uW8kpBO5IDT/hdr3HksmJ79m0zYrwEA+PWv8wv8xeMSCaC01PpMAOhrP+YVPJzWgYERs7J6fn7mlI/6zKnGI09++nH0LaayyGn+/Jhlz+L2UDeJz4jqavsx4nqL4zx7lqphAWDYMPM48Vr5TWllfTulkbuhEHVae6gdvbQpUxqrdFIFBQWFoiFQch6XX1aS+8A88cfD50HOt1/7CgoKCsWEItu8QhZYPPig1czgwQfl5zoFQGLAuX69GezJ0uwASrywdKOePem5FRWUYOFr7shcL72kIwHWdEdArsZgpgKVlUi1tGS+Z+LQqxdSP/kJtJUrKfHnRiISAuzcWbjSQWx74EBa8w6wKqMIAd57D5g3zxpgi3XqvKRgeiU1chkE8A6TsnNzkQCsfX5PiXX+ystp++1VrJ6HSyCeSgEa2zDcuqRSgMam6ZTud+WVzgo8B2ga5XZDIcAY+QXoLS1IYDhCMNCMWmijrgRiH+YM/C3jBrKquhT6mWYJMrKNwW1Pe017LC+n7bM+mAOym5uvFzIjn5RAN5MNBqd7oj1NEwDn+cuUmu0N8RnRowcdA6vZNnOmu0NzY6O1LMH+/fT/AZkLMw+/hLcsjdzPvPw8s4tpmpBPm52R2qygoKDwMUD/wf+LgwdtUUHRMPBT/4sT/9N+7SsoKCgUE4ps84qtW62BxTPPAGPGmAop5vzoB24BJx9s8XWa9u4FJk+2Ok3yKYSs5k7//vY0VD/pSAzl5ea8Nm82g5OJEwEAqdmzMe2FF2Ck09A//DDbz6+vugpzxo5FNB6nRFxmfqlYDJosKBfrjeVyD2XmDHzwKBITjGiT4dgxa/qQrE4dWxf2u7XVrgrLN2irqLAqgM6fl5MVudoUA2qxJhHfTm1t8dO3vJBEXD+pFDBtGqzmBKBcaCgERKMZQsvJibOyMi+iRtdpn6G62QjX9kfkJ5+B8cnvQK+rBR591J7CLEA67vp6JNb/BqE37kMU0yjhds89dJwrV9pJt4oK5wF6SXvkryG/d5zq+bHPvJAZ+SiieLilZ8r2b3uaJgDe5l8swi9XSnxFhfUasmc3U82W5PiG3in1O5fDrdP8ZPcsn0bO1LHsecc7//LnifPyQ1jJ1N9eUvj9tOmG9iD7FBQUFBQUFBQUFDgoss0rRLXX8eOUfOLNAmRgAcq2bfTfjJCaMYPWNOIDzuXL6b/5QKO+nqZnsXTARIL+sNTDxYtpUMQHuWysug4kk5R4Kyuj6Ut8UOFEFInBPXMrBGzBiVZaCmPzZoTq6mDccQf099/Hr6+6ChPWrsVrI0ZAY7XqCEGipQWhQ4cQBUwlXHm5fX15gg9wdw/l113mzukGPsiX1amrrLQqF8+ezV2A201lsmSJ6dI5dKh9LDx0HbjqqtyBoBhQ846KAF3LK6+0KguLqehYssRU3bS0mHvSYW9pWob0CgHGc2noa5uQaNmL0KFGGBuGQdO4fQ/ICVbe/dYHUaPrQHhxCaqr6xCLAXoVp9bkSQheiZm5Dy3jzhBuiYNBhP78OAzUmMo25iy8aBFw221WQwnm+uiDnJTuLy/XsD1Sft3O5V2Kb7nFWrPNq6NvMeE2f96EoBiEn3gPiinxDQ30c6cyAbmIPtlzzct6Oe0pp775WoTsc5Z6z5x/+fNk88oXfNt+TBryRaHksoKCgoKCgoKCgkIOKLLNK044lPvMFaQ51VxqbKSqON544OhRqmJbtoymo82c6V5U/cUXadusfpqIq65yVz+4EUU+Aihd12GsWoVQKIRwOIxIJILXXnsNDbNmwQCgA0gACB06BOMXv4D2rW/RNNeRI2nq7NKl1mLgjODjxyKun2zdRWISMNOteMc9HixoFdsKBrlCXxl88IG8ADef1tjU5FzbTUwF45FKWV+PGJFbuZJO06CUHxNgdVSsrbUGlX7IQS8EDCMPGVasoCTL+PGUcJLUJhw8OENcTfoQ4fhmRNAAA5Mw+EffAD5xzr/ZhGiq4HB+IkEvQSxGfzOyT2pkIlECDY7tgjFyElXHLS6hbQxtwODEEet6MJKpZ0/ruF9/naZb8s6PrA8vaY8MsmvolzAT6xvmWy+Rf77l+uIh1xzcxljMmmqyZ3IhhJ9Iau3ebX29fbv9Xvaj7ONdhwF52qkMsj0le2aIfTuNTXxfNi83uF1P8RmvjAsUFBQUFBQUFBS6OBTZ5hWjRjm7bra2UgXRzJmUYOBdJfnARgRTwSxbZk05YzWZIhFKXuSCLA3JS/Do9O2+7L0cSgxd1xEOh1FdXY1YLIbKykoYGzYgNGUKwoMGIXL0KIwNG6CvXWsG9rEYJdrEYuDnzlnrz7mlFIrz2bBBHtCl03ZDi9JSs29ZYCoGoYGAlchi/XtRqeRSzYhpv+fOyQvfiySJSNoxd1snEsOroiPfFLtjxyiJtHEjPV8Ixvl0zPCg76M6HkMMVQAIpi2fhOipz0FDyr2w/vnzVMHH5iszVRDIssTDzyLUXAWjdiv0W/4JhhFEaNKHMOKroCNhn4egBEqFn8I0vApjyz8iXDcQ1dW11MPi1Rswra3OTCNlDoesED6/X2SGFW4KNifIriGvRvJyvZy+BHAifkRl5owZ9FmXbzqoF0ff9qrrJhI7gwYBc+fmr8wSnx0jR5rPOKfnsB9lH+867AdOqkhZTU4vYytUjeh2PfM1aVBQUFBQUFBQUFC4QKHINq9Yvx74/OeBN98EevcGBgwwC9CfOkUVMY2NZvHrdJoSRmJgw+OWW3L3y5NDfMF/gAa8AE2vY/XUAJP4E0krngT0qxjZts0aVAuGCYlEApFIBLFYDJFIBIZhQB8xAuFVq7IEnD5ihDw4F4uB8+lEsRhdU5644FMKRTiRScGgvXh9aandkMItXe+KK6xrz5+Ti3CQpYLxqjvefRSgpMyUKdYi6CIBIaK83Er2FgKvJMqMGfSaiXA4h6Vj3n03EPjzPMRQjUfxOAiAdZ/8DrQPU+59NjWZNekCAbo3ZOoYLi079bceCC2rgIHboS//ACg9Ab2hAcaQBoTiz5tEGQ+eTGhrg4YUDIQwHWtBXhmIWAx45BEggNlYO28ltPcrqOMt73DI3EcZQcWbdDC4Kdj83Kd+SS8nAwonEkVUZrJnXTHSQZ1ImPaq6yaOee7c3CSe27UQnx1izTbZc6ojaobJ9pS4hmLKPkDHH4uZ6uMFC4ozZrfrma9Jg4KCgoKCgoKCgsIFCkW2eUWfPlZCZMoUu9sj4FwDjG8nEABuuokGHE7EiQw33ECLa/NBXWMjJb6qq61GDW4qgnwUI+fPO75OJBIIhUKUYNN1GIaBUCiExsZGRBYvRqyuDpEvfxlGbS30XEW1RRKAraGfFLV0mtZa49OuFi60E0OMrATsbp5Tp9IC4A0NNF1KTENtbaXk6/nz1n3gFCDW19NjRWVQMOjs5MinG547R8kON5JETL8tBF5JlEWLTCUdv0Y5AuVAACBDhgCT60BeGYhAfw34yleAFW3ufboF7KI65uhRYPFiaGVliOIJSqgRZM/RJ1+FaNvtdqKtvNysF2Vpl54eAAHOpREIBEFICSVr9LlWopgzEXF0ma2p8VePD3Cv6+WH9BLXKpe7pYzoamujX0Kwf+dLGjld0/aq65YPadTUZBrVsC8BNmwwnYLF65KrXhzrm3egLlbarFs7MsMNsY+lS+3qY76mW75wu56sbZnTsDinigp7TcD2qOumoKCgoKCgoKCgUADUX6j5QHSu5LFvn0mAyXDqFP29bZu1BhgPFsCxYxnOnbMGFmJwz5NRvGkCIfQ1Qz6KkR49pK9TqZSFaANoSmljYyO++MUvonX6dFz3wx/CIAShZctgzJ0L3a2otpOroR9lC1M/MUQiVGXEE0NeHApbWoCqKmpq8cEH1uNkRKpI0vAIBmm7rA4RD6c581izhs5DDFirq91JknzB2nJyJuTn5ZYOKCCVoiYDa9cCBw6UZNMxhw8HQnVzEH30FLS3NudXWJ8dv3y5mZKbWVMt8L8Zpow7p76eGnWwmm0M4l5fsACp519G6IMVWIfpOJAcjupbtyJW14zh9fcgFApSF1UZicObOQBA377AZZdZyVYniPfptm3Ojo1+CSTZ8W5jcSrSX4xC807X1G1OhRBT+YxZfPZs2UL7d2tHNsZifwkig5NpCeBtn7SXotBL307XRnwuMxQzvVhBQUFBQUFBQUGhiFBkWz5wUq0BZmHn4cPd2yDEmhIKUNXbqVMmmVdVBfzqV2bq45YtwKc/bRI6bkGRaJrAaoAtWQK8/bb5vlfFyIQJ1JmOBcQTJgAANE1DNBqFpmX9RZFKpdDQ0IDW1lZcN38+QAh0AAaA0OrViB44AI1XkfHBFx+Q8YXb/ShbnFQ4MvWaGKjz6bKA1U3SC5yCfqeaV7zTK59C5dY+m097qjpyORO6neMCTQOiUeDIEcGswACiPyuBpj0C4BH7ibyrr6jilPXPk9AzZ1KyVQzyxfE6zXXpUmgfvI8opuEIBiOCMGKoQmRVGMaAZxGNzgXd/pL5i0TqyZNU6canvzpBJKEYaSIjY7zUQOPhl3CSKTOLRe46kTBuY3Spz5dz7k7KV5bSLTtfRjbmIqFkY3R7ZjukQfu+x0XTEmakA3i77l4VhX4JTy8OsU5tOSl6VV03BQUFBQUFBQWFCxSKbMsHuf64J0Ren0mEWEOsb1+rmk1WZ4x3aXMLikTThJISe90lgBIXbkEzC4JaW+mxknppmqZZgiWtshLRV16BVlpqGaMeCCD6rW+ZxJxTwCySBkx5tG2beTzvcikGyWfO2OfBr42bgkRMl5WBkaIi9u93Vrs41bzi07Pa2tzJNqYsK6S+VK7zRBLi9deLrnI5coSq2wwD0PWMM2nmNcfZWuHH9TJfQtLNhRHAEQxGCAYMhKDjAAyEEGp+FcZcl3E7qe28rKM4j61bXesmZiHu73Pn7IpOvwStqMwsplNovkoz2bWS3dtiauL583Lla0OD8/nnzlmfxU4kFL8u+/bZx+j2zJalQYfDlIRnX7D8/+ydeXhURdbG304CCZAGwh7WJoCIyKKgkrAF1IA4ig46jEogRkEGQSAqA5ElBAyKCkEQFCWAoDN+buCMGZUthCUuKDAOKrIFFIIoWxKEQCf9/VGpdN3quksvWYjn9zw80N331q2qW7dJvXnPOf4I61bvmdVqt3PmuOdRDHX35dqycy0rS+vY1XP/Ul43giAIgiAIoopCYps38A3DoUP+txURwcQMMdl79+5aJ1dJiVp84Rs3o3xJYtEEnj9KtcHnIat6pKayTRVnxgxL1UrtgDsHD1AmmNm/+MItGpmFK3Fn2+efM0cQ4HYcAVqhzKhwgCwoGl1XDiFUcekSy3EVFAR8841WDF29Wr2hVM297FxR5dE6etRd4ZILHWbChK/haKrw2wED1BVYAc8NtCoxvLS2eBgpF9rgdMLxZhoyrhxA4sBUrP+6FewRivXoTWibr6GNBlUYCzZ8rhHaAMBhO4aMUVuRmNidhZGqBDc9t50VgUAex8CB2s/1hGF5rtaudeeNC1TYXXlVCrWK3r1SrRO5r7ySrYgorIrnr17t6Tg1ChfX+x7ifTQKpVQJs4B3zz6gn5vS6j2zWu2Wi/IcHuquwuzaerk65SI5QUGssJCcs40gCIIgCIIgqhjVTmzLzc3FnDlzsHnzZpw8eRLNmzfHiBEj8Mwzz6BmzZr+NS5vpKKiWLiovAGQk+mruHiRbeLq12fC24gRwLRpWrFCzLMmc+gQ64837oS0NHXeJRlRRJH7sGSJdiPHj120SC2G8I3brFnu8zZtAq5c8cx7J/dlyBDjeZTdR3o5z2rU0M6RkbtEDpft18+ds03sb0gIS5AubkIBtzAmbyhVYWilCfzLjtPL+SVWuNQTmcQwy2++sZ7rSzx/9WrPdoOCWB+3bwdiYrQVbouLmRDLN9BZWW6xWGczz8NIy4Sp0mfK4XJhPdbDvvgptQBQXsnyRfSEkNLcbuuzFsHeL0HjrHQkP471Fw2cbWZte4NO3kQP5LkCAp+Dyxvx0xcXnNk5evOpWidyX1UIwqpG8Fb9sqNdO/Ua5c+QeI2oKHa8OAYrYdiyYCfPsdH86OWm9CcXm7953MzOj472/H7k+FIkRyaQTkyCIAiCIAiCsEC1+2nzhx9+QElJCV577TW0b98e//vf/zB69GhcuHABL774on+Ny4LOuXPq8B45/DEoiP0tVjO9dMkdanr2LNschYV55pAShZ/YWOtOJ9WmzmreJSOXmBw+qXcsLxTB50Z2Qbz4IlBU5H6tqsy4d6/n9UUk95HlMCMr7hJ5UyYXo1AlcT90SF8YE+f+xAn3PIrhgKp7Jo+L5/OTN4pG98wo15d4vkpYKClRzwF3CIkb6L17LYl8GmFKeKbsKNDfxAdCrDJDTwgpzatnh7qKpKnQZtS2jJEo0Lu3+/7x1yrkueJhk4EUKs3ET3Ec4i8frLrgzEJhp0xRn6f3Swaxr9zpJYZLC8Jq2fni88wxmj/VMzRqlPfikCqHo3xdI6eYXm7KmBjtPMTEmIvwHNX9jonROtni4/XHZLZeuChshD9CcWU7MQmCIAiCIIg/HNVObBs8eDAGDx5c9joqKgr79+/HsmXL/BfbVDl1VIKXamPtdLLiBno5uXi4EuBOnm/F6cSrRFrZMBlVxBQxcondfLPxsUFB7vBXMd+Q3J4s2qnCWbt10zrbIiKAJ55gG++332bvlZSwuRXnKjraOMxI7/6kqcUUOJ3smjz8TNyci23pCXL8OD73Awdqx2WUJy45mYm0/Hi9Koh69ywqiokUZq4UvU1sVpb7eiqHkBhi2q2bZxi0uMEtKfEsVGDVseZLaGgg3Sz+btat9sXoOvL91XtG5blyOtUFIvzBrFJoXJzalaq3/uT5EQuVqEJh9VyUer9kkPsaEqIOedR7ngHj8FHevkhUlPtYowIpen2Qc81ZDYXnyGtpxgy3S5U7U62uab37bXVdmYnlO3eqz3M42C+Y/BWK/XXmEQRBEARBEISXVDuxTcX58+fRoEEDw2OKiopQJDit8vPzPQ/SS3aul6eLwzeSRoginJg838jpZLNpN0w8v81nn+n3wVsXg0xpFVLdY2XhiDvw+vdnm2UVepuozEwmLu7dy4SczEzm/ktJcc8X3zCbhRd5k6Bb3nimpbnDJbm4pGrLqvvKSjigWKwgL0/7mSqcTJVH0GZj4gCgdUiq5lrvnovr2+nUimtylU85Z9u2bdoN7po1nrnDvHWsebOOFfe0YPJMpROtoEDhUDNLdu8NVsU6I1EgJ0d7rPxab258zWFnBF/v/HpiSLtRtWZx/cnuN1E8i43VrjXA2EVZHjn8rBbaUD2D/NnjxxsVSPGl31ZEankt5eSw/xs4cXH+z6HVeTW7B/L3Dxc2VXkgfUFuX3ZeEwRBEARBEESAqfY/ZR46dAiLFy/GSy+9ZHjcvHnzMFsvuTNHL6eOmKdLrqLGN596IX6Aurql1XA60QEC6DufvHHmGIVSffGF+lg5qbeIy8XmYcAA7SZ8wADtXMmEhbEiDzLcHSK+NnLryU4bnhtIStBd4HKxwg7SxrMgKwt2I5cNb8tsQ8k35eJ82myeAibgWaxARC+cDGDuO4eDbeT79vV0w0RHM0GU511TCYVyzkG+vgHPeyZvVI3CoAHPzb23Qog361gSGwqyvsbQLKE4Qym5uaxog0eRA7Nk994gCx9ycQyO1WqVqj5UdKic3vVU312qZ11vfl0utn5FF5YcCiu7KMsjh5/VtanK5Sk74Lxxk1rBikhttl4qIg+iVYyEzUCsYTk019uiEwRBEARBEAThJVeN2JaSkmIqhn311Vfo2bNn2esTJ05g8ODBuP/++/Hoo48anjtt2jQkJSWVvc7Pz0erVq3UBxvl6RIFneJi5mYwCssEmAAiO0H0ciCJeeD4cWKFTsBzIy8n7na5mGsqK8vtFhPhm8xLl4BOnTz7IQs1KgEyIkJbpZPnXOJVPPv10266hwxhOYC4A8ObsD+XyziUVuW0kTa6BT16YOiGDcgA4ABYX5xO5D79NBJzcrAeYEKc1YTzKpfR3Llad0tUFAsn4+KXOH69irdybjt5bZ0/766+Ks6BKjROTyiUHV2iOMgLQ/DjjOZd3kCLBRV83dxbCQfTcRrZY3sgY6S2GioX2jIyFM42eW7lZPfeYDUE3dt8gnr9rYhQOb3rycVABgxQu231vhe5AG0UChsox1MgkMehKqCgKpDij7hlRQg0Wy/y51OmWE9JEGjKw32pan/7dmsFZwiCIAiCIAjCT64asW38+PH461//aniMQ7CrnDhxAgMGDEB0dDSWL19u2n5oaChCQ0OtdUbcGAwcqJ+Hbe1aJq4YhWUOGMAEr+eeczu2HnpIW/WRh2vJLpBNm1h4Zv/+wNat7vf5Rr64mL1evFgrfAFu99Idd7A+qDZYQ4a4izgArHIqd5Ns2ODOx5acrN648c2wGCIGMNGiTx93mCSfP3EzauTMGTFC6/pq3drY0aPaUEVHa17aa9ZEBoBEgAluLhcT2tLTkYFSoY07VqwknJ8zx91HLrzKRSIAt4OHz6kZcm47qyIOx4ogYzUPXVoay8vHxyiHMKtyh6mqJHqDFTeO/KxERAATJgDJyXCEMGEtMZF1ffZsT6eb7rV4sntfcsHphaDL82+1WqUKf5xKvoxJ73pWwy/ltWvkdFWNPRA5/ADf8vrJIbDyZ3IRE1VxGn/ELSv3y2y9yJ/rCfHViark5qtGLF26FC+88ALy8vLQuXNnpKeno6/KsV3K1q1bkZSUhH379qF58+aYMmUKxo4dW/b5qlWr8PDDD3ucd/HiRYQJvxz09roEQRAEQRAVyVUjtjVq1AiNGjWydOzx48cxYMAA9OjRAytXrkQQd4EFAnGTEx2tFaP0EDefeu4tsXCBatOj5wLZupWpBgMHem7kRSFLjy++YG2oNlhyNdDCQm0f5CIIem4qMTcQP88sZNfIdTBjhla04f3n523bpj1e5SqRq9/l5MABlAlusxYswOxLl9xON8DtWFG5bORNsyysrVnDqtfKmLke5T7Lm0Nv8wh6u9k0csfI92fLFlYERLUWgMC4V6yEz8lzyqv9lvbH4WDLNjaW6YNKoc3oWmbhmnpCiMoB6nQyB6ns0vLFUeRP/js5Z5o8Jm+uZ/U+WxHlyrvIBWAuMKn6ILZls7ltkoC2qAhHVZzGH3GrPEKG/whFBLx9RghT3nnnHUyaNAlLly5F79698dprr+GOO+7Ad999h9atW3scf+TIEQwZMgSjR4/G2rVrsWPHDowbNw6NGzfGsGHDyo6rW7cu9u/frzlXFNq8vS5BEARBEERFc9WIbVY5ceIEYmNj0bp1a7z44ov49ddfyz5r1qyZ7w3zDRfP+QJYcyLxJMzebIRUmx4jd9zOne7QPnEDaIWwMODiRe21OHI10JYt3ZXhRMzy3xj13QirlSkHDtR+zh19nORk7X0D2Jwp3CkOALMAxBYWIguC0Cb2x4ojRObcOU934YgRTAQyW0dt27rvZ3Gx1jVjJY8g4D5myhQmBvCiE1OmaC7lUSigtH1lAYE+fVCwIQd2FLrfK10LBUU1YX92amDFEnm8eqjEVWFd5+YyrTcrS+Fss9JfM1HCSAhRVZcdMsR7oUuFP/nvRKwKLf6Kp1bOD6SopHffzAQmVR/ktsSCOlbnzx9xqzyEsT+C66u8w1X/gCxYsACPPPJIWaqO9PR0fPrpp1i2bBnmzZvncfyrr76K1q1bIz09HQDQqVMn7Nq1Cy+++KJGbLPZbIY/s3l7XYIgCIIgiIqm2oltn332GQ4ePIiDBw+iZcuWms9c3oo9ImZFDgAWZmmzMcXC6dQXofQ29HpV7cTfwG/bBhw8qHXUXb7MrrNjB7Pr8JxoJSWeDrJ+/Vib337LxJbevYFnn9U6bXj46kcfAXff7RZmPvoIWLDAU7gCjN1UcnJqK0REsOIPs2ax/u7cyZyELhfw1lvsmBEjmMtNdi7m5noKUqNGeYZDyjnU+vdH7p49mH3+PLIAzAbczraoKH0XhCr5fd26nuMRxbaoKGDaNGDePM/PxNfcNcPFmDlz1FUMjfIIihvx557TCj3PPVe2RgsKgKFDrRcQKJiQjKEL70LGuXvhwFH38a7WSFw2GOunAvaFFZy0H/AUtIAy4SD3oBOJcT8ho8VMOLZ2QMbyZCQmhrjHbEXcMRIlVPkRxfmXw4AB4PPPK8dRZJQzraoILYEUlfTum7dVPeVffvhasMEfcas8hDFyfRFecvnyZXz99deYOnWq5v24uDjs3LlTeU5OTg7i4uI07w0aNAgrVqzAlStXUKNGDQBAYWEh2rRpg+LiYnTv3h1z5szBDTfc4PN1AYtV5wmiArhwpRBAOAovF2BBzuvlfr3wmuEY02NMuV+HICqa5V8vR+HlQvMD/aSgqKDcr0FUT6qd2JaQkICEhITAN2wl3K97d21II2DufBFzn4m5wABtVTs5gb1YXXPrVnfONpuNtc0LHGRlAV9+yRxs48e7k+FznE6gRg39UDK5GujMme4wKlk803NT8b7z87ZvB65cYdfS4+xZlpNOLP4gu5VSU5nw1K+f9rgjRzzDuFQbyY4dNc3lHj6MxAYNkHH+vCakNAOAY9QofUeWKm+aWJl1wACW8F0sDhAfzxxNoiDE77ec/H3btsDlWTOo5Gq3u/OZWSkgYI8IQcZXXZB4+2ZknLkXjvz/IhdtkIgMZIzaCru9u7ZarssFrFpV/gnYeREHSdAuKAAT2o4MhONILrDDxu5zxky3mGhF3DESJeRqs4BnURF5vXBnKaeihC5vcqZVFoEUlVT3jX/n6Tg9dftglKPS6vz5Im7xX8hkZ7NfrKiqDvsKub4IL/ntt99QXFyMpk2bat5v2rQpTp48qTzn5MmTyuOdTid+++03REZG4tprr8WqVavQpUsX5OfnY9GiRejduzf27t2LDh06+HRdwGLVeYKoAPgv/0tcLuQXkehLEL5SeLmQniGiSlPtxLZyIyZGK/bUr8/+FvNwqUIsVRtEWbjjuc/atvU8Xy/3lZ5IIQoE8+e7xY5Ll9TniRssMbeaSmhwOt1FDQBWyCEoiLnOjNxUetcSqV9fndPMjO3bWYGJVauYyMbJzta/toICAIm//oqMb7+F4+23gexsOEpKkHH5MhJPnMD6CRMgR1GWocqbJl9bzjNXXOxZIVWsYiiHqW7aFJg8azJ5ee5Q55AQOBxSAYGUEmR0XwzHmI/ZM1BcDLz9Njs3Ph6O6dORcc+/kJi+ELMwG7MxCxm3LIejbkd2j+WqqkeOsD/l7XJT3G+7HVjvmAT7kVz2Ruk6dcwUXHtWxB2jtSSv+4gI933mY9ZzIfLjVYJPeWC1kIE/qKoo80rEVvKz6a1lX8KTQ0K0gn9aGvsFB/8FQ1YW+840co2qcvBx9HK9ZWez64jCGP8u9nb9y7ni+C9WCKISsUlpK1wul8d7ZseL7/fq1Qu9evUq+7x379648cYbsXjxYrz88ss+X9erqvMEUUHUDa1rfpCPFBQVwAU/onoI4irBBhvsobo7tYARXjO83K9BVC9IbLNKSYn2tUoYstnYHy5YBQcz19iqVez86dPZ+3L1Oo4s1Bw+7OnQ4ujlQRMFAm9DsPSEBlW+OoAJb7NnMxeRkZvKyrUaNPBNbOvTh21aHQ6t2CbeL72NuVDV1A5g/cSJsLdvr5lvB4D1BQWweyQsE9DLm8Y5dIhdXxQEZLGRj0WFN+KZmQghV3K9eJGpakIlUU0Bge5JcKQvYsfKzsLZs4GgIDj2bccsfIBYbEUW+sPx68/AnP8zdoJWUgJ2e2wPIOtf2rBppxN2e+kcmeS0M0V+Li9dcn/Gxyy7EHlFV4A5OlWCT3kgu2XNxCtfBC5V+D13y8pj1AvhVc2Fr7nc5PPEX3BY+SWBN+hVkLbaVxV/hCIGgSLQ+SIJDxo1aoTg4GAPN9mpU6c8XGecZs2aKY8PCQlBw4YNlecEBQXhpptuwoEDB3y+LuBl1XmCqACCbDYkRSeZH+gjC3IWkOuH+ENgD7WX67NEEL5CP3lahecJMyM2lsXeHTnCnBzFxezfpcIEAE9HE6eoiIUSioKWWR40XhWV5zJzudhmljtJOCrxTG7XSvVFGR5+WlLCNq4AE3TMwprkaxUXa0Ugh4M5vXr3Ns7ZxtsJDta2L77W25hLbjO7Tp8NhTbVmPjc83Wgyt0nizL9+7M5FMMNVUUQzDATIfiYZRfeli1lwm5ZAYGHV2P2yruRgXWanGwatm9Hbuc7MXtDF2ShP3O2XUmBw2WSm89MkPVno2x0rqpAgShoz5+v73Sy0ic5P6EYIqpXTVYWsStDQLEiXvkicIkh0Bw9kcgbIclX0Uk+D3D/giTQuepUqQfKK++cFaqj+GQ0pvKo2EpoqFmzJnr06IENGzbg3nvvLXt/w4YNGDp0qPKc6Oho/Otf/9K899lnn6Fnz55l+dpkXC4X9uzZgy5duvh8XYIgCIIgiIrmKv9Ju4rAE9ofPszEFS46yZhtsmw2bSJ/QD8PmkhwsFvUc7ncDi+bTZ2HSW8ToifqqDbMnD59WHtirrm1a1mf5M2c0cbI6WTX4SLI0aPAww+r+yOKcpy+fbWhln37uj/T25gbiVhWN6ZGx8XFue+FvMmWxUYxX5/evQ5EpUxxzKKjqvRcMUebY8xbyMCPLAcbEpWCW27nO5G4ZwIyJi2GY18oMjp/i8R1q5CBW+FALrsXsbHsutHRgM2GguzdzGEmiZuaiqdi8YoNG9j8cMHSDKNNtiqUWpwjo/mzsnnn87t9u1ZAa9CAOeWyszVhu7rFO/zFW2FFHrdK5PdF4JIrAwP6Y5RD9WNi9NuNjtYeGx1t3A9V8RkAePBBd87KQOeqU7mPyyPvnFV8FZ+qskhnNCZyAVYISUlJiI+PR8+ePREdHY3ly5fj2LFjGDt2LAAWunn8+HG8+eabAICxY8diyZIlSEpKwujRo5GTk4MVK1bgH//4R1mbs2fPRq9evdChQwfk5+fj5Zdfxp49e/DKK69Yvi5BEARBEERlU0V+Yr4KkMPv+vcHatZ0J7DnP+gbhc4dOgS0bq3/eZMm2sTXXGjj7fLNglwgQQ6H4rhc7mTxIlY2IeIG6+BB7WdhYUDz5izJf3IyS/Qv56BTVWH1RgTh/bK60TMK//PFDSIXsRDCLHWPk8dkdF1Z6JPz5XFRRhy3v5UyRRQVOwtuGqgpjoA+feDYsAEZSEQiMrC+9wuwD+hZlrOt4C+PIPHzCchYGQSHYyKAiazgwONOJMZtZvnRYntokscX3DQQQ10fImNkEBxwlo2Ri3brPwpigptBIQdTzNa3ao6MKgFbbdfoGmK1SjmMMhBVIOXnpLjYXZDDirAiC0Mqkd+X50iuFBwRAUyapB6j6vtLDzkvkypPkzgnYvEXEVVl30Agun1dLva9X6OG/8UM/Cli4Kv4FGiHWCDFO6MxlUfFVsKD4cOH4/Tp00hNTUVeXh6uv/56ZGZmok2bNgCAvLw8HDt2rOz4tm3bIjMzE5MnT8Yrr7yC5s2b4+WXX8awYcPKjjl37hzGjBmDkydPol69erjhhhuQnZ2Nm2++2fJ1CYIgCIIgKhsS26zAc6xFRbG/4+NZ/jW+QZAT2MfHs/cXLdLmIRPFM06bNszSU7cuCzs8etR9rTZt3G41cbOQlqYNRZXDoTh6Gwx5Yy1XSwwJMQ4d7d3bvelStcf7tHq1diPliwhidaNnFP7ni5ghh4DJ4Yaq48zca0bXlcfOnVziuPWuJW5eY2JYqGhOjvE1FRU77VMmYf2c52Afs9ldYRGAY/t2rL/pS9hn/4udN2cOgNI8dwWeVUod7UOwfm9b2O3r2RtCPj/7xo3ImFgLiYkTkdHtFTgWpSDX1RqJG6YiY9Ji2O0T9efIKmabbNV9kde7WAnYrF2VeCCLv4D+OvG3CqQsvm/YwPrvjbCiV7RBPNeX56hfPyYu8jmbNEl/rDk5xq9Fdu40fg0Yf4fJ5wXavSW6fW02ICEhsKKe3F9VNVS5/76KT/46xMyE4OJibfEYK2OxMqZAiNiEJcaNG4dx48YpP1u1apXHe/3798c333yj297ChQuxcOFCv65LEARBEARR2ZDYZoW0NPfmwGZjbg3xh3+9anU7d3omlZe55homesTFMbGNw4U5MQx0yhS2gVu0yLOd+HjWL1Xlu0uXmPuMb/w/+sjdX9HxIYpZqnxDABt/v37u104n2yy1bctCac+e1Y6BFwYwcw3pzaPomnO52NhLSti/RUHJaEPobSJ4gH0m3zvVJtPIJcWvkZlpvnGXxy6G7vLx6G0sZUEyJcXTzahCFnlSU2Gfl+K5FgDdSqwaoU0Yt90g/NCx72NkZExE4o39McvVl+V5QyIc+64BUCq2yU7SESPMx8NJSgJWrgR+/hlo2ZK9Nho3oF7vvGKlNzkNRRFaFH9jY73PDWZ1rcriO8eb68lFG1RhrapqnmailD+Cs9xn2almNj697zCO0TME+CeOyc/vtm2+t6VC7m9Wlvp7XMTX4h/+5okzE4LXrnX/UsnqWDhG68tfEZsgCIIgCIIg/IDENit4kwcLYBuM1FTP/EAy4sZF5Q7jbXPhZNYsdb6yiAh2XnKyOs9Xp05uIW/LFuDuu92hbHL44urVTLCThTGed0ve0MhCJM9fx+GbctFhUqsWcPPNakedUVgkwJL681xegHszZnVDaHVTrQizVLZp5pKyunFXCF8at6Q47/LGUrU+LQg1BbIrrbSdAoTD7ir03sGiN27FvXE4gFn37EXsytIKpjgKHLAxYTgsDJg2jQkUXBiYNs16P+6+273ec3OBLl2AAweMRSErYZR6YpM8/9nZbvGAvxcczObGG5eN1XWkuk8PPcTe96WqqpGA4e3a9kbwMBPm5O8RVT5KEfmeDhjgzm8ZFMR+aWD0DPmDnKtOlbtOxN8ce3v3mvffyP1rhL954syEYN5nb8bC4euLz9+QIVUvrxxBEARBEATxh4R+GrWCFfeSXhU0gLm+HA53eODRoyy8tH59thHJzmbhf/36AV9+6a5gKItGa9eq+3f2rFuEE4Uo3hfRMQewzYxqbIA61LV/f3W+MsBz0xcRwcYmzpXsMLl4Edi6lf0BjAsC8LxHeXnayo4c7nabMEEbPsldgFaTvKvupxRmqdxkmrmkfN2467klVZtjH8JvCwqAoUOF/Gyl7eRuOIBErMB63MPcad6gN+7kZHYfeR624mLkHnRi9pF4ZDX7K2afLHW25eayzfLmzb4LAwCwZ4/2dW6uZwiwKgyPj0EOo+ROUpWQWlLiDjMH2Pw7nZ7PUN++3hfjsLpWY2I8RSWbzff5MxLI/FnbZoKSmTAnf4+o8lGK6D1DKgKd30vOVSe/lvFWxDTKCWjF6efNvfM3T5yK2Fi34CkWh7E6Fg5fU2JFX6o8ShAEQRAEQVQBSGyzgrfuJXlT2L492xSK4VkAE8l4tcpNm7TXVOWMMmPtWk+xTbXZ4Tmk5LGJIoPIsWP6m2R50zdihDb/Dp8rlWuPo7fxk6uc6nHmjHtu+eZbnGsrSd717qcvG7ZAbNz9dQSpwm/5sSEhsNuZ0CYWRMh9MBmJq+KR0WIm7Lc/5X2OI71xh4SwjXWp2ys3dTUSX74HGdcvgOP8R8jA5+6Kp1wIloWBVavYhhrwzJkoU6+e1l3J2xMxen7l5/TMGXdxBrlfa9Zon5nYWHfeRU5EhPFceuEIVB4/Y4ana06+/74IvipxzOraVp2rGqfoFAy0IGb1GeKh8A4H+0VBRIRbRPXVHSXnqhND71V4K4TJz7wqz5mMv+GgvuS0Uzm2+S90oqLYvEydyr4frIxF7oco1HEC4UwkCIIgCIIgCD8hsc0KqlCVQ4c8wy/5BiA6WrvBOHSIbQjEPD5mtGvnuVGMj/cU08yQc485HCyHmDw2wFNk4Jw9qy9MWHGP8GNE94GIzcbmTHaiZWdr+9K2LRMuY2LY+0uWMCEE8NxgGbms5P4aHe8L/oRdmSU+10seLoc3ym4nUTAqvXcOh1twmzULmD07BBmb28LRcqVvIVlG4xZCVBORgYxz98KxnYlSDhx1Vzzt/BLLDydv0rkoDbBnIChIPw+fw+Hp5pTdqPLzu22be/3xIhPy+lq0iAnVcgiciGqeIiK8Cwn0dq3m5Hg6vAIh+OqJY6o+WTlXNU5vHF3llfBeDIUH3E5hcY3poSdCedvXQAiJZn31NxzUl5x2Rr/M0atabdS23A9VFW69+ZNzl2ZmspB1giAIgiAIgigHSGzzBqPqdmKOp5kz2XFcXOKbCjFJuhlcoBOFjunTmQClyoEDMDHOKDzOTDjhG6NVq7TiRv36bqcQFxZl0YcLeHPmuMNdRQfSzJlaQSg6ms3Fzp1uh4K8mSsp0fbP4dCKCjwPlmqDKm9eY2K0Yp5ctMCbza6/4XBGbZglPlclD09O9kxCztfgokX6giQAR0snZrV6E7GxiciKfACOVR3ZcWK1QMDaxtpo3KXza3cVYj2Gwo5C92dhYXA4j2N98ydgz/zcPSZA33EpjkOeM/k5GzBAXXGUY7MxZ5NcZGLiRE+H25Yt2lxhYmVFvm64cMwxK+5g5Ai0GjYM+FaV1giVOGbVLSafy12JHFWIuZnI7Ws4o9nzqiqkYFVw1xOhvO0rvz/btrE1lZ3NFHDxO1Lut7duM3/DQeX7aUWEN/tljre/2JD7AWifdSNH+JAh7u/ILVvcIesEQRAEQRAEUQ6Q2OYN8qYsKoo50OQcT2vWAPv3s+PF94OC2GaDFyAQ3Tdt2jDxiFf0VP3WPyTEc3PTtq3WYTNnjm9CCW9fFsW4ECY66g4fZhsVUfQpKfEUAmUHktFmTy7UsH07mw8R+bWRU0P+TBZTiou14a4qUVKPQFQu1GvDLPG5/Do727OQA+B2OxUXa4Wf6GjNYblPv4LZb3ZBFvpjdt4sZMxOhCMqOHAuP45wP+xiBVyAOU4A2H/6DliwwFOsSE1lwoOIKIbKc6YqRiDnQAPY89u2LVu7e/Z4jpkLyKJgCWhzhfF8bVxgLilhxRzkUGqLc6M53sg1VVysvSZ37fB1wAXDzEzfXIpOpzYXHeCdO06VC5IjCiJiiLmeyO1rCCPH7HlVhTpadQMGyhHL17soSImpBcR+V0aeMtkhzStN+yIoiv3WczXz+yvfe9E1rpe2QG9tiLlKVa8JgiAIgiAIIoCQ2OYNMTHaDUerVuzvNm08w2PS0jwdKP36uTcncXFasU3O8wSoN29ymw6HW7hITdWG1fiy+VNtbAHP3FSy6PPyy555sgDt9Y02zXpuHbEip+xOE6uvim2LrrmYGCZMLFmi7e/ate6Kkd5uVAOxwdZrQ974ywJA3bpa4UcWbTl8/uRQR+F1bi6QuLo/MnCPJpQz40oKHLYjXocgelQ31bwfor5XslCtmktZXIqP1wpY8trRK0YgHzdqFHtfdtvwMYuCn56DMiSEbfb5WrIafiiiJ0Ibuabka8pCNw97VTkh9cJv5SIvWVnu9rg70CpGzkQxRN5KaKO/4rbZ88qvmZ3NhMvgYLaGkpPNhb5AF1ZQuezkfqscmoESxfVITvZMA+Dt9Yx+maOXy08WFLlj1xfhtVs37TMi5i4lCIIgCIIgiABDYps3yJsgXk3TZmOhlufOuT/LzgY++YT9W7WRVLkpVHCHCd9QyJtTMQ+cqq2YGCsjc6O3sR01Sis4yBsXldAGAL16AQMHMnGubl23MGQl9xvHaFPGzxf7LQqi4r85XHDyRjATN92XL2s/424xbxw4ept02f3B5zUqiom64pyrcpMBrHosb2fnTu1npa8LCkqLI8RvgeNlKXda8Basn/YO7F9ttua0gqK6aemxuRsOIPF4KtZ/EQn7MkWuOdHJoydWhIQwl6RevkKruajMCkkAQIMGLHzUyCUptx/IfH9W2xXzGbpcnhVYAXfYK0duw5siLypXrRF64YMqsdJMOPN3fs0EMaM+6BVa4QQyP6NcgEJE7LdKkPO2WIW3hR9CQjz/D/BVWJTnW+Vq1hMUd+40rkBrRGamZ842ggCAgnwgZUH5X4dHKxAEQRAE8YeAxDZvyMlRv883HyJyvjERXv2ubVv3sVw0sdmYqMJfb9nCNiOffebe8IobldRUrfurVSut+8BMzJP7tXq1emOrqn533XXa3G4iERHAE08wdwwXJUVHlrxp1tvwmm3KOHqOEBkupohV7KxsVPWKOwDuex+IZO98HsQQZIC5gWTy89Vt9+tn6hi024H16wH7S+c1pzpi22L9B61gj5gKOJ/ShiCKcyaNz6O66ZtpyJ21EolYgQwMhH14W7XDKhBJ763molIdJ4sb3bp5n4Mv0O4mK+3K3y+qCqwychtGIpaVMVkVcfy9x/7Orz/XNxP6/MmDZlaAQs5ryT+T16xZ5epAhL3LfTObR39/8eCtoGiFsDDK0UYQRJUi/3QdtGxZfu0XXh6NEpcLQTYbFtQsv+sAbCwEQRCEFhLbvMHIjSYWEQBYWKhe/jS5+p1IbCwLQxMdS1u26OfHkTdA2dnaz/UEQhVpaZ6CklGydodDK7Y5HECHDtrNVcOG6mv5snEy2nRbcQrabExo43mPgoK8q6qoB3ePBSrZu5wvSxyrOH7ZXch56y23a2vPHibeRkVpHW8oDfmUnW81asAeIYQS6lX+U4xPU900/zxmYwUykAgHjgJ789Xn+lNMIhAkJ2tz3hk9a0ZtAPprSS5c4HJpCxeYFSxRtSvnL4yKAh5+mB0r58QTCzoYhd+Kz1Mgwzv9EaSs9sUIf9aYmdDn7do0qohrtQCFaj58qXbrLd7cR39/8SDm8gPMBUWCuBqoKGdbdbtORV+rAnGVBOH48fK8gju3x3mDowJDULlfgSAI4mqDxDZvEDcFV65ocxq1aaMVng4fBhYvVm9yjFxYe/YA3bt7vq+3QVI53TZv9s0FIl8jKsp4cyNv+Nu314b4OJ2eOcZkQc4brBZEkHO2yeIG4FtVRRXiHOttzK1syMVjnE6tiBYbqw6r5RVhn3sOuHjR/bnLBXTq5BZsz55lQpk3lS3lsfO/eeU/nbXlcLBaBrGxLyELsUxos9mALl3cDkfAo1CDIXKIcFaW2+npL6rwSF9zUemhF+JsJkIYtdu3r9bR2r+/tVxsIkbPky/hnYsWudu1KjiZiUXlKbTKz5xc9TckxLyqq7euMaOKuGbf1fJcyBWV9Sgv56UR/v7iQU9QdDr1iykQBEFcJdgbXihznIXXVCS7DRCFlwsq5DritewNf4co8hEEQfyRoZ9SvUHcFMTFaT8LDmbilOgME51ueqKMzNmzbKMn5uOSN0hGG1BVuKeVzYmq+uCoUcYbGXnD37ev9vO0NK1Dz+EAvv+ehfMYIY+Pi0pWN5nBwYHbhKlCtkaMUId36YkXVjbkc+Zoq4aKiIKQfN7MmZ7VYtu00QrBgH7lPSPBRd6kqyr/SeTmsq5kbXJi9qMrkdFiJhy3d2D3VBTb5LBrI2TB0xf3mRHlLUZYSXrvLf4KZd4cp4f8bJw541lBWYX8PJSUeLpMxUINvoRAWhHp9IQvl8uzqqtenjAropKemw1wV7S28ssHX+ciEKHa3uLNM6V3r7wpGkIQBHEVMTnjbeQX5aNuaF0kRSeV23UW5LxeIdeRrwWU77UIgiCuFkhs8xV5o6mXo021mZoyhYkhe/cCFy4ARUXac1wudg4PC5M3SEYbDpXTzcrmRFV90Eyos5I4XqRDB3OhTTU+o4qKRucEB7PceEFBLI+ZLNpZcdRs2+YO7e3Xz/McK5t6KxtyXmlThZn4M326W6yIiWGVY2X0Ku8ZCS5ylUbuFIyJcScxF8abm1uas225E46305DRghVHyHiwFRzjhmjblsNXjejTx7PQxerVWreLN85BM4E60GKEkbgeE+Obe8tfoSwQ8HlatMjtXnW52Hox+t6Qn4c1a/QrA8vHbttm7ZcHVkQZK3kezQRRK6KSkZtt1Kjyr4JcGWvFm2fKGwHNmzkoT1ckQRAEQRAEQZhAP3n6iiiY1a2rzZHE0dtMzZ+vPl48r6TE+mbVaMMhVy2Uc7qp2gTY9ebPN94ElVfieHl8e/d6jkHecMvnyLnMNm+2JtpxxA2gzcb+7avTQp6H6GjP/uthFsoLeFZ+lPPuORy+Vd7j7aoEW0Az3rLqpqXFEZCSAofLhQxsR2LcZqx/YCDs8lrwJtxRzKsGsDFyd5vRPVAVuDATqL3ByhhE4eHyZa3Dz+XST5RfFYQCo/GJ8yY+K0ZVgwHP5wHQ/z6Tjy0utibMqL4j5bFER2tF0AEDmGh96JDWkWv0vWVFVJK/W71xs4lURjior3jzTHnz/5ksXB88yKpd8/D24GDmsObPD7ngiD8i1TS/GUEQBEFcbZDY5iuiYCbmJAP0N1N8s7dokb7Q1rYt0Lq1W1jYsIFtMMUwQdWmS29TLDvuVA48vYT88iZIdBOp2pCvr7cRNRMoZCeTmPdNbzNvViBBJdoZberkseu5daxsFPm4t21j95I7eQB3/+PjtfeYj9UolFc1j7KYWr++ceiu2Iaq+qE8RhFhvGXVTe3auXMgF+sdk2Cf/T4QetkzCbrVBPuffQZ07KgVElU5EOV7oHIV+RO+KWNlDEbh57yAidx/K+1auXeBGN+sWezfevny5Od82zbjZ0I+vrjYXTBGUaihODgYV/btA264gS2y1q3dn+/fD1y65NnvQYOAAwfcbQ4axL53V65k7x04ADz+OPDCC8A33wA33gg89hjw2mvAkiUsFBsAWrQAfvgBeOkl9rlqTqdMYX8AdTi+3Jdx49i19Y7XIykJqFNH21/V2K82VPdKb1x8DtatA376if1fIP9y4eBBdsz+/dq18sEH7H29++glNWrUQLCct5QgCIIgCIIgSiGxzVeMQpDatFHnFTOrbDlgADuveXPt+2vXaoUYveptqs25vBmQXzudTAAQXUNt2jBhTcw5B2jdRDJ6m3Jf3GCyk+noUW1FRdVmnju3VAUGON26uQVSswIGsqCp59ax4jZROcQ4Yv+DgtyCnBi2qodqHmUx9dw5JgxbcfDpJe9XhXECbLx8/fTpA3tyMoAQjzmxx/ZQO128TaI+apTWQWVWmEK+htjvQLmCrAjSciJ+VT/k/luZG18LL3g7PhExX55ewv7UVK0DkgtKKkcc/1yRC9DlcuHkr7/i3J//DPz5z2wtd+mi7U+9etrCNJw77mAhukVFQGgoO+7UKWDZMvcxYWFA06asai/AxJsePbTHiHz7LROvvUXVF1Wf9XC5gPPn2fkxMaw9m431tzrg7fwMGcLuk5HQGBbG2oyP9/zM1/uooH79+mjWrBls3uSgJAiCIAiCIP4QkNjmK7KTSixokJWlFaX0HG0835T4ev58T5Hr7FnjzSqgvzm3UsRAFqbEECoZPUHEaFOuOtZISJArRLpcbncTwDbz4pj69NHOiUpA5EKmnLMN0A/j431VCXw8d1R2NsvpJoYviRglRwfU/beKqhqkahNp1cEnIt6X5GRtGCYANGjAxEsxkTzAxmA1X5M3Dk3eD1W70vsFE5LddbCEaxQgHPaoJky0C1ReNlmIPHzY7YDcu5fNUZ8+wNy57nGKwrGqyiwXz81E3PIovGA2Pn5dQF80l8XyLVvY86hXQVZn7Z88eRLnzp5Fk5o1UfvKFdjq1AFq1HAfEBQEXHst+9sK4eFMcBPPv3KFiTtNmrhDWi9cUJ9fpw5zHlc0p04Bv//uHnt4OOtvdcHlAn79lc17nTpA48bmBVTq1NHeS5kmTVg7v/4KnD7NfoEhnuvnfXS5XPj9999xqrQPkZGRfrVHEARBEARBVD9IbPMVeeO/datbpOJiDEflaOPCl+y0Um2Sz541r76o5+7xtoiBGXqOIKNNudW+Wj3GbEyyWMffCwuzLv6pCk2IAp+YO8pqTjeZtm2ZSMuFO29D/1TVIOWQZkDjPvO4RnS0vmuNz7nKVTZxovb+igKPVeHQG4emUbvC+wUFwNChpbnjHO5r5G5gxRrW72oFe0QAv/ZUQuSSJW7BfMsWYM8e7foShWOOPC4rgqVe6HQgnXuycCa2rSeaq54/KxVkBaG1ODYW5+65B01q1kTDc+fUx5eUMLeb7ATWo1UrJoqfOsWe35ISlkPv11+ZkNW8ubFwV6+etQIvgUZ2cF26VDn9KC9OnHALZxcusLVjdk9btWLHFRRo37fZmBgZGcn+3bo1O+7ECfcxAbqPtWrVAgCcOnUKTZo0oZBSgiAIgiAIQgOJbb4SEqJNYi7njRF/ky47UBo0YGKFqjpmWppa/DATxfQ250bChypfkOjQkzFK1q9KYn/oELt2djYL3enWjbnLrAgJRsdYEXNkESk6Wv9YK+Kf3B+58ISR408vOXpJCRPZXC4m5GVluR1PViqnqqpBAkzE484QMf+fKrxQdpDExjLhQZ5zPWFMnGM5XNAMKw5Nq9UnS7HbmdBWVqzBEYLckTORmAVkbAbsEda6ZojsvouPd99Hm00tjvAE7laFMLM17nSy9cMdOg8+yIQkMWebXn/FOTTLn8iFQfkYwPi58UZ85whC65UffwQGDEBt2akZFKQNlS4sNG5TxGZzC+UyvB27XSvg2O1aAcflAvLy2PGiqFOehIcD+fnu1y6Xe86vRuQ5lAUzK/fUZrMusnLXmXjPAkTt2rUBAFeuXCGxjSAIgiAIgtBAYps/GLmWRIeEvCkdP569f/fd2lxHgHsjK7plrGzQfQlDTEtjAg+Hh1o+9xxL4n/2rNuhY5asX9yU874fPswSn3O2bAE6dQI6dPAct5XxWK1eyftr9FokOZltwNeuZa9LSjxFI5XTbfNmFLjqwI5CJiwK7rSCgtJiAfK9F6vTxsVphSVRFLNSOVWvGmRCgjohv0oU3LlT+7pGDa3rSi8vF583UWCVw6f1MLqPvlafFHA43ILbrFks3WGZ0y0QyO67GTPYaz6ezZu1FUdvvplVTLRSfdabPogCX40a1vLyyXPobYEHESNBXCW+m32HycJ0URELHRXDOuvU0Yoz4eHsb6simJ6Qw9tRCTNiOydOuF1SXACzKvr4SmQkGzMfd0EBG2t5XxcoH3ExL087h3a79nN+LwKFN8Kc101fpYInQRBqKqySaw4Qa/BLYIIgCKJaQGKbP+jlTLLZWHJ7jrwp1Uu2D7g3tqJrjjudvHD4mOJ0MlFMziEXFsb6lpKiFkWM4H1XOf04ubnsj2pjbyamzZnD5gBQV2kVkUUk+bXc7+BglpTb5WLXCAoyFnWSk1FQVBNDF/RHxqUH4Dh8uOyHtNyRM5GYWFqdc8oUJjrw/F28aiGgHwbocnlXOdVI9NBzH/G5PnRI25YkGpqGdcq59ayEJRu16auDUMLhYEJbbCyb/oAJbbxvYp9ycrQC5ZQpLIk7v+eZmdqwNadT/1m2Kih7U1zC6Fhv2pExEviNHHF6yGs1NJTl3QoJcYs9zZoBJ096upRkAQdQCyyySyw42J3/7McfzQUlWaw7fbr8XW7ckWfUj/LC6rx6g9x3LoaVg/OMIIhqQoWJYARBEAQROEhs8wdZLNFLfC5vSmVHk2qDq3JSqap9eiO4yVURZUFMdp744pbj7ahEJBHVuM1cNtx5Jr7WE9ushIZyZOHRiugQEgL7s1ORkR2PxO0ZyEAiHK6jLDdYFnNS2Ws5gdvvcLsHt2xhrkH+Q6MoLIkVVG02beVUwFMEs4qeECe7MiMimItREA3LhFOjapvezDPHqE0dB6FX7YPpubNnsyn0y9kmi19TprA8XyJyiHJYGOuz2IYorhUXM+FYLsghukIBz8+MquUazYtZuKe39081L6p16e33h7hWBw1iubVUriSV2CMLOHpilMq55o2gJIt1RUXsjxdClM1mw4cffoh77rnH9Fjd6+q5vwQnmuPWWzEpKQmTJk+2fh2ZwkI47r4bk/76V0x68MHAiHyqsVSES48gCIIgCIIgKhAS2/xBJWRYEULkDa5RAnuON9U+AfVm2Cjsledj8yZUUw9xXnr1At58Ezh6VHuMamPvj8vGqA9mrpo5c/SFR5P5cNzeARnbH0EiMjALqZh9PBUZm0uFnVQpTBdg4blczJIrqMqizvz52pBcUQQT8aWogOzKFEPzxLlXVdsU150388wxa1PESvvS3OU+mIzEMSFlAps2h5t59zTIc5uVpQ0RBTxdR/K9FHPzbdzI8qzJ61z1bPKcdWJlXS60Z2aazwvHLNzTajtG8wL4JsyLiGv10iXmNDWDi0tFRdr39cQolXhnVagDtGIdF9qk806dOoUZM2bgP//5D3755RdERESgW7duSElJQXR0NPLy8hAR4WXyQKt5x0ThsLjYM9ebQUjoqlWrMGnSJJwTC1KEh+Or1atRp7QYQEBCPMsxh5oulZFrjyAIgiAIgvhDU63FtqVLl+KFF15AXl4eOnfujPT0dPTt2zcwjTudwNy5TDwBjBPwy+cVF7sTm7dqZZzAXi/cD2BCjJ4optoM64W9Au58bKmp3m+iVYKUeM7nn2vFNl4gQt7Ym4U8qvrui9tLRnbMRUSoHWCq+UhOhgPArI8+RuzXWch6w+kWdFRiIQ9TlUU1VU40OSRXT4D0RaSU3YdioQy5mq1cbVNs3yy3XnQ0a09M3G/WpogVd5Rwjwo2fI5RGaOwOqsNHC2dQGoaHNu3I6PbnRg1cgL+/XGQR4ooQ+S53bvX8xg5RFleM7K4BngWTNB7Np1OT8F2yxa2ZqyKW2bhnqJzLi3N2vNkZc0FQrg3QxSXABZ62rChdwKOymmlJ86IYp2Yv42fB2DYsGG4cuUKVq9ejaioKPzyyy/YtGkTzpQWMWnWrJn347Sad0wWCkUx0JeQ0MhINObtBkoYK8ccarqURzgsQRAEQRCGFBQVYEHOgnJtn/CP8r5H/BoVSUWM6dKFS+YHoRqLbe+88w4mTZqEpUuXonfv3njttddwxx134LvvvkPr1q29b1DlVhFDGFNTmQvFLLQzLc0dQib/Zt0stFKGO55UIpBqM6wX3jlggFtc2rpVe96qVeY5pVSClLiBdzq14sLEid65mMxCHktKWI41sz5ZFSciItzjNRMVQli1y9lZPGQxBBlRpQ4quSIqwPrNw4GtFEKwEubnSyigXiVTWQgNCWFCrFiAwax9ce7F8Yvj87ZNIzRClQuu8+cV/TgAV5uhABzetS3Pbbdu2qT/gGeIr7xmAO36j49Xr1fVsyk7QsUxBwpfnhUra85Ku/4KcrK4FBrqvYjia2ip4rxz585h+/btyMrKQv/+/QEAbdq0wc0331x2ms1mw4cffIB7brkFuT/8gLa33op3/vlPLF6yBLt27cL111+Pt956C+fPn8ff/vY3/PDDD+jTpw/WrFmDxo0bAwBiY2PRvXt3pKenl7V7zz33oH7Nmlgl5oUMDS3754LFi7Hy3Xdx+PhxNKhbF3fdeivmL1+O8PBwZGVl4eGHHy7rHwDMmjULKSkpcMTEYNKkSZg0aRIA4NixY5gwYQI2bdqEoKAgDB48GIsXL0bTpk0BlwspTz2FdZmZePJvf8OMBQtw9uxZ3HHHHXj99ddh90rp9hJZIBXz+8nOx4rKeUcQBEEQf2BccCG/KN/8QKLSqI73qCLGVCT/bKlDtRXbFixYgEceeQSPPvooACA9PR2ffvopli1bhnnz5nnfoMqtImMW2gmYb8SNQisBFu4JaF1BKhEoJkYrdMTEqCsEAtpE93I45ZEj2jHJRQouXwaWLjUPi9PLZyf3w0rIoyhSulzMXciLG6hcfKpcYyLx8VrhND7e/W8TUSE3VwhRbOlERrdXkHhjf2SM2gqHXSGQiiFaqkIIslvRSpif1VBAvYIXouilEkK9DTXUc2mJ69TX8EUVwj2y2y7gzYQtSEzsiowrB+BwuZCLNkjECrzZagbs9jXqNvREH7mfU6Z4VuuVQ3zlNTNiBEvEbyQo6YmfeqFu/oiT8ri9zVcIWLt/Vtxv/oajeuNK08PX0FLFeeHh4QgPD8e6devQq1cvhApil4azZ5mYV9rurOnTkb5kCVq3bo3ExEQ88MADqFu3LhYtWoTatWvjL3/5C2bOnIlly5bpjwMAatd2FxsIDgbq1i37KCgsDC8/9RQckZE4cuIExr3wAqY8/TSWLluGmJgYpKenY+bMmdi/f3/ZWGRcLhfuuece1KlTB1u3boXT6cS4ceMwfPhwZGVlsXkvKMChY8ewbt06/DsjA2dr1MBf/vIXPPfcc3j22WeN+6+HlXsqC6S//eaZX5FTVMSOpXBSgiAIggg44TUDkHaiCl+vOlAZc1be16zIMf164VdLx1VLse3y5cv4+uuvMXXqVM37cXFx2KlTlbKoqEijUObnS2qovHEUw4fk41SowkH1XC4i8sZ91Ch1tc/Ll9mmlYfrXbmi/by42LN6pHgNDncF6Y1JDrl86SWWX0luTxZceHVCX1C5i7gbjG+UVC4+q3nBpk/XvwcGokJBgZQLLDUNjkUpyHC1RmJ6BtbXT4Chj0NVCEHlVlT1WU8cMnIKycJGSQl7nwvHI0aoRRNvE93rOShFsVKvTV+cTtI9ckx5DBnTFiHx1XGYhWOYjVnIwCNw3P6w/rV4uCZ3461ezZ41Lnjy4wC2XlJSWC41vsbMhETx3gwZ4unc5MdOmODO7yYKddu2sWc4KIhVOvZHnBRJSzMvlKLCypqQnZ2qUHt/8zSaudLOnAEWLmSitjfOOasFCSRCQkKwatUqjB49Gq+++ipuvPFG9O/fH3/961/RtWtX94HSd+ZTCQkYNGgQAGDixIl44IEHsGnTJvTu3RsA8Mgjj2DVqlWW+oDmzd1z+uuvZaLSpJkzWcXVggK0bdECc8aMwd+efx5LZ8xAzchI1KtXDzabzTDMdePGjfjvf/+LI0eOoFWrVgCANWvWoHPnzvjqq69wU716AICSkhKsmjUL9shI4JprEB8fj02bNjGxzZf8aVachrIgKgttXPjkufZ4exROShAEQRABZUyPMZXdBcKE6niPKnJMaRvTLB1XLcW23377DcXFxSysRaBp06Y4efKk8px58+Zhtl5lS8BTvJEFJvE4vVBLHj4IsFDFrl3ZMf36aXN1Ae42tm0DYmO1m+y0NM/wxK1b3YnbN24E6tfXfv7228yVJo9DDCEFgO7dPZ1vRptveUNTq5ZnWJzsCDMTVFTFAgD9PGdidUd+rUDlBTP4zG4H1q8vrTqamsZcSS4XHDiK9RgK+zmDUKW2bYGEBCApCbj7brfD7exZ9rksPDidbIxc7Gzd2p3LSxTmjJxCsrAhOgJtNibqBCKnlig2qXK2GeGt00m1VoYMgWPLFsxCP8RiK7IiH4Bj7MOe1zYL0eZuNUDdJz3Xo96aUY1NbnvGDPa6PPOcicjPREQEkJ0dmFyIsoCiElR8rYYqtmkkuqxcCbz+uvfOOT+S+A8bNgx33nkntm3bhpycHHzyySeYP38+3njjDSQkJLCDwsI053Tt2JEJYeHhaNqkCQCgS5cuZZ83bdoUp06dstwH5OWx78VLl8pEpS379yNt+nR8d+AA8i9cgLO4GJeKinDh0CHUsdjs999/j1atWpUJbQBw3XXXoX79+vj+++9x0223AQAckZGw16lTJlJGRka6++9L/jQrTkNZIJVp2NAzpJTCSQmCIAiCIIhyolqKbRybtLlzuVwe73GmTZuGpKSkstf5+fmaDYVuCCYnIoL9KSlhoggXf8SwRpGzZ93i2ObN7G9xEyhuzG029m+5AqQccuYeqFoMdDpZ/3go6ogRbHMvbqgzM4HBg4Evv2QbwvHjtSKFHHLZqpU2r1SvXurwO7ENM0HFiuAiF5FQhekFIi+YiTBot4MJbZJoY4e0iWvTRp1/68UXtc42jtzftDR3+C7gGUbMw08PHdJ3CsnCBj9Gdaw/yGLTpUvMzZWezsSPqCigf3+1mOOt00lVLXTLFuSiDWZjFrLQH7MvLULGyO5wyN92RgVD5Our+uRPeK1e2zk5vjtARaw6BGUX4tmzwKZN6u8kb9mxw/g1oD+HTicLuT5yhP2iAWAPmxUXlCi6yGHaVte4n0n8w8LCcPttt+H2zp0x869/xaMpKZg1a5ZbbIuIYO2X9rNGURH7d34+bKXf6TVq1BC6Y0MJd6ICCAoKgktau1dEN7MkIh3dvx9DhgzB2BEjMOfRR9Ggbl1s37sXj8yZgytOp2XRSe//0LL3IyMBux01eO68UpFS039vqr9y6tTRCml1JHmQz0VwMBMZOXY7u5ei69EHxyJBEARBEARBeEu1FNsaNWqE4OBgDxfbqVOnPNxunNDQUP38OoB+CCbAXGTnzrGNamqqZ/VBVVijiGoTaCQ6iGKGypljswG33KKtYhgf7xZsjJxMYWGe1Q9F5JBL7szasweoV4+1y10xeht1M0FF/pw7bbx1+0yZwsbC+7Z1q/eOHT3hTxQzRIFLjwKpCsuRI6xdca0ATIhq185TvDETCXj4qYgs2MnChsoRaAVvQz2HDHGL1GfPskR3/LW8Rrx1OimqhbIcbRnIQCIcOIqMkVlIHFgPGS1mwnF7B3d/5WfS4WBrm8+jeH1vHGwqnE79iq/+OLv0sOoQFNfEoUPmlW+9QRQ9VK8B/Tl87TWgc2dAEJzKniELFTQBMBGnb1/2i4NAz68VBAfXdU2bYp34HcDFPFVOsYsXTZtu3Lgx8vLyyl4XFxfjf//7HwYMGMDekESkXQcPwul04qVXX0XQL78Ap0/j/0R3ZXg4atasiWLVPRK47rrrcOzYMfz0009lv4z67rvvcP78eXTq1ImNy243LlThS4iumUvSqCqteKwfjkWCIAiCIAiC8IZqKbbVrFkTPXr0wIYNG3DvvfeWvb9hwwYMHTrU94b1BDNe4ADwLHoAsE32tm1sM5+bqz5f3gTKjhO+WRdFDb1wvZgYtrE9dox9Hh/PRLIhQ/wXsVSb482bWTspKcZCimpsVsa+dStz2wDeOeHmz3e7xsxEHhkuKJWGhgJwCxBOJ8vXpedyHDCAudhE0UbOzcbb45+LOflUfVOtPV50QhRJAH3BTr53KkegFbwN9dy71/M9PTHHW7eYtJYKOvdC4rYny4Q2DBgAR72zyDgyEIlHVmD99ntYHr2ZMz3dqkePMqen3pz4U8whLU27XmJjA9e2CqsOQXFN8GeYr8XoaN9Ebg53pOm9NuKbb5jYJmPFBSW60ubNY+JPoOdXh9OnT+P+++9HYmIiutatC7vLhV3ff4/5b76JoQMHWmuEh5jm5QGnTrmLPggMHDgQSUlJ+Pjjj9GuXTssXLgQ58TiK5GRbB2HhQHNm6NdcDCcTicWL1mCu+66Czt278ar69axY5s1AyIj4XA4UFhYiE2bNqFbt26oXbs2ateurbnubbfdhq5du+Khhx5Cenp6WYGE/v37o2fPntpxiLnZxFygvgheZm44q1Vp/XQsEgRBEARBEIRVqqXYBgBJSUmIj49Hz549ER0djeXLl+PYsWMYO3as742q8oABLM+ZmLBfLHogJl4H3AJJTIw7bEy1CZSFgC1bgI4d3UnbudNOJXKkpmodbEFBaifPoUNMKPO1EqCI1c09D2U1SsrPX6enM5FMdASJgpfKWSaKiKJQJp5vVJmUt6u6zwCbQ1k4AbQC15QpbJPP86vFxwNTp7Iqli+/7M7LBgAPPcT6YSYGJCczAVXM2RYUxM6JjtY61PQEOxlvCx9wvA317NbNc770XEbe9kkS5+xTpmD9nHTYv7oG6JPIPh8yBA7ksjx6KHT3V3arGoVx+hNOyfsnIl7b37ZV+JILTRY6S0q0ompxsXlVVfG5FMIeAbDX8i8M9LjxRvX73ob9+brGvaVUWAo/cwa3dO6MhQsX4tDBg7hy+TJaNW2K0ffcg2SrQh93Yp08yYTC/HxtFWMAiYmJ2Lt3L0aOHImQkBBMnjzZ7WrjbQQHA02aAJGR6A5gwbRpeH7ePEybNg39+vXDvPnzMXLkyDL3V0xMDMaOHYvhw4fj9OnTmDVrFlJ43sLz54Eff4QtPBzrPvwQE554Av369UNQUBAGDx6MxYsXe45DdJudP+92NsqCl8vlrsyqVzDBzA0nf+5ysRx4/HvKaggyQRAEQRAEQQSIaiu28Q1Damoq8vLycP311yMzMxNt2rTxvVE5DxjAxLPMTCakrFnDcqgtWgQ0aMBEFjkvFBdI+IZVLowgXkt+X0zabrSB1BNDZAFPdNlZEU1U4YNOJ3PMff65+zijzf3cudqcb2vWsE2huHHnG+RFi/T7MXeuW1CUEUVEFUaVSY2S5g8YwIQ0leNGFLhSU7XiV1AQc5gEBWmFNoB9blUYmz2b/REdSJs3s/PlpPrlibdCTmYmWyM8nFfM2cbhBSDWrGHCQkSEOqegjCimlK5P+1eSGFTaX7ur0LO//iboF65rKEL5eh1fqrMC3jsEAU9hKi5O+z2yeDG7N0bivPz8iG7erCztc2c0tsceA779luXmknO2qRBdVFYrXPqC3nVKhaVQAPNGjcK8adPcOcIkB5eYa83hcMC1f79GKIrt2tXjvYQ770TC5Mllr2vUqIGlS5di6dKlul3N5fN+4gRw4gQm//nPmPznPzOhq1Tsio+P15yzbNkyLFu2TNvOzp2sjdKccq2bN8f69et1r5uSksJEuh9/LHtv0oMPYpLeL7qsFEwwc8OJn7tcnmH7VkOQCYIgCIKTlQUgFPjUoPhOoBCLchEEUW2otmIbAIwbNw7jxo0LbKPyJpZXxlyzRuuEOneOCSMREe73bDZPtwhgLdySY0UUM6qSqLdRtyIAqMIH5aIRERHApEksl9vAgSyEsFs3JriEhbF5EuG5ywDPeVA5ogD23tGj2nmJiHALWXKoLr8HotClN4dGSfNDQti9lh1vckVXPbFTdc21a7XuRitCitz+zp3GSfV9FWz02ujVi1XG/fZbdo94tVg9wsLcCff1kAtA8PyHwcHWnUni+tywgbkTR43yrGYr3itfRCmj6+o907zdbduYw8dqxU+rIbuqe+yvo0t2worPj973kPz8yG4j8RyjsYWEsFyYbdt6VO5UYiTYBFKI07uOKqzRasiinmsrUIn8fSlI4Mv58jzLRQ30xmClfbO5FD8XRD5L/SYIgiACQ0WIU5ceB1hCEIIgiCpPtRbbyp3iYla5k1cVVcE3qLVqATffzIQgqyF4fIMuhjTq5VIC3JvtmBjmCMrJYceWlDCXCg85FAU8HtbqazVFOR/XpUvs/ZUr3aLXli1Ap07AgQPqdvXmITOTnafKc8fngguKRnTvznJkWalMqhI4+bX69GEiiUjbtkzoEgUTPbFTlXeNFzZQCSl6Ipm3Lilvc6yJqMJqxTFkZTEBUq89q0KfkfhpFVnoseIEDUSYoZWwWn4d2ZVo1DerbQP+iXJ6Yp9e2Dygv+7ktSnmKpTPsTI2sxBDLvCcOqU9TxRWrDinrKInDPmS9J/DXVmnT7O/Xa7AJvL3p2/enC/PM3fQmY3B3/6ZtReodgmCIIgqQ/7pOmjZsvzaL7w8GiWX4lEv/CySxrxdfhciCKJaQ2Kbt8juGatcvKgW5YyEEr5BT05m1+WumDVrmCMMcG+sAe1mOyWFiUDi5n7jRnfIYXY2E+FsNrYB5yISd+qpNuMqkcfp1LrPLl5Uz0tuLhvDiBFaBxPn0CFPp09YGNChg6fYZrOxdmw2Nhdnz3qGZ4oEBVl3MOkVneDnyJVaHQ5PsULvWsnJbM5Fd59R9UeVgMLbMMp5Jwsq27Z5l2NNrw8qzNqzKgLpFR/xJqzTVyeov+iJnyphy9t8d1aF1UCLcoB+2LyROK/n/FU9d1bG9uuvbiFNJZTJVSg5orDiizNLL9eXnjDkjzjG2y4qco/Jn0T+ssOsWTPf+wZ4jq1ZM7UAqprna65R90mc00BXCBXFS54jkFcmJQiCqCpUSIhiDhAbXY7tVx6ukiAcP16eV7ADsMOL0k4EQRAekNjmLUZhhiJBQZ4JwmXatmWb0ZQUtwCjylPFRbdZszyFKr6xdrm0m+1t2zz763Kx67Rrx/omh2hu2qR1pImbcVVhgylT2Pt79jBHm8vF/tZj9Wpg3z4WGsiFw9xcJhzquZBkASUqyl0kIi2NnSvfj4gId24pm42FPFp1MPHj9BxAwcHa4+XXZm2npLjHKVd/lMUGlYDCwy35OcHBnmKfLKjExmpdgEZikNyW2Xo3c9ZZFYGmTGFOry++YK8jI1nOQ2/COvWcoHL/AhFWq7quymkqC1uqKsPcdarqh1WRONCinNH19eaK593jRTxiYoyfOytju3BB+9pMOAsJKSsKUIYvziyOnOtLFIbq1GGf79nDnMsdOnhXcdVoHL6EPHJB6/Rpt3Dnr5MP8BT+SnPAebRvNM9G7sJAVwiVxUuxMANRLixduhQvvPAC8vLy0LlzZ6Snp6Nv3766x2/duhVJSUnYt28fmjdvjilTpmiKV73++ut488038b///Q8A0KNHD6SlpeHmm28uOyYlJQWzxfyvAJo2bYqTJ08GeHQEQVQl7OFnURIaiiCbDeE1yy+c9EReCVwlJLURBOEfJLZ5i16YoUzduh4V5DxwOJjrQ/yBkYtpqqp/fBMrwjfWsuOKbzDk/vKwRT3kogmrV3tWVeUiz/z5rFABf69+fWOx7fDhspDDggJmGkFcnNul53KhIOtr2MW9udFmX08IGj/eWoVPI2ShJCuLtVlcrBWuVBuKOXPc93HDBnaOtCnQHRvH6dRWYeX32YpYIh+Tm+sWSR96iPUnLk57T/VcTiqxMz6evdarpKt3vioEmjufVq1yrwOAXWP2bNZHOWRarwImF3DbtGF/goPZ/ZH7F+iQSz1BSXWvMjPdn1mZf6sicaBFOW+vD3jm3Zs9m4lP/oTw1qmjFdzCw9UONE6TJt4n1+foCVzi+6IwtH+/W4wrKGBh8h07Go9HDyuCIB+3nPyfH19YqP7s9OnAFo7QEwaN5tlMTAx0gYtAiJeEJd555x1MmjQJS5cuRe/evfHaa6/hjjvuwHfffYfWrVt7HH/kyBEMGTIEo0ePxtq1a7Fjxw6MGzcOjRs3xrBhwwAAWVlZeOCBBxATE4OwsDDMnz8fcXFx2LdvH1q0aFHWVufOnbFRcPcHe/PLL4Igrkomj5mA/Nho1A2ti6TopHK7Tv0mF3D+V8oNRxCEf5DY5i16YYaHDmlFrAYNgPPn3ZvBiAgmRF286D7m6FHPHGAAE9W4Y8tIDKhVC5g6lfVJboc7LMT+yn20gkqcE0UeUUwQixSIfRTHvH07CgqAoUOBjAzAIWz+c+FAYm461nMhDtDfkMtilEh2NmvTH7eSLJSILkCzUDpZFF27Vi22GYkNaWnaa8bGut18ZmKJLJBxEctmY+PiAo+InnDnjbNJhXy+WCBkwwatk1KEz5ksjJWUsLUt9kcV6mqzsfesimAq9EQ5UYRThRobhV2L91yu9ulPuGugRTlf0BN+9bAiZjZuzN4TRRjZgWa3s/nVE9J8LVQgvq9C/F5TvfYGK4KgXsgsoBbZOEVF7I84Nn9ELT1h0GiezcTEQObVE13eetcjAsaCBQvwyCOP4NFHHwUApKen49NPP8WyZcswb948j+NfffVVtG7dGunp6QCATp06YdeuXXjxxRfLxLa33npLc87rr7+O9957D5s2bcLIkSPL3g8JCUEzHiZNEARxNVMdq5FWxzERhJeQ2OYteptaOSSQu3/WrtXPKXb4MHPgqFBtwh96iLmmOE895e5Lv34sDE8MnZT7m5rKQlE59eur3XexsUCNGvrinCjyiGLCiBHMXSSKRL16aR1xTifsw+KQ0e1OJD48ARmvJ8MBIHfDASQeT0XGZ63cQpsRshglsnUr+5wLMb4IRUYOxpAQ4+qfgUAWKXglWStiiZ7AysOLVWPSE+7ksNohQ7ybS/l5EQUmQL/4RV4eW6tr13qGQctCtMrhaCRe+RtyqZe3URbGze6V1X4EMuzVG6eat9dV5d0zcs5ZcRiKAo5eMQSbzZ0bzFtER1WdOu6E/nLONhW1amlFrlq1fOsDYE0Q9NadFRrK/ubhlEBgQkytCIPe5o0LpBNNdv8Z3UPCLy5fvoyvv/4aU6dO1bwfFxeHnTt3Ks/JyclBXFyc5r1BgwZhxYoVuHLlCmrUqOFxzu+//44rV66gQYMGmvcPHDiA5s2bIzQ0FLfccgvS0tIQFRWl29+ioiIUCc9DvkpcJwiCIAiCCBAktgUCVT6z6dP1c4qJBAczUUHM2WazafNy8bxOly9rzxXzA02ZwkStvXtZBcApUzyvxRP8c5Hq3Dnm0jp6VCuq9evHXEWigAjoO7r0qqLKCdKFYgqOjRuRMRFIHDMRs6YnY/aqn5DRYiYcb3cwDhXk7aocgSKLFrGxmoXp6SEKJWIRCCs5z3gIJOfECZYn76GH2Pli+KWeeOFtuJ+ILLCK91B2A1qtRutPRVMRq2HYFy+qC2kAngKYqk2jOUtOZuGm3IFYUuJOpK7XV7E9vfBlWeAzE7asusz0CmUEMu+c1euajUecV7Oce9nZ2ntp9kxbKYbgLaoKmirhThXm2KEDCx29eNGds6080XPeqbDb2TiM3HCAb6KWFWHQW6daICuSymOy2ShfWznx22+/obi4GE2bNtW8b5Q77eTJk8rjnU4nfvvtN0QqhNGpU6eiRYsWuO2228reu+WWW/Dmm2/immuuwS+//IK5c+ciJiYG+/btQ8OGDZXXnjdvnkeeN4IgCIIgiPKCxLZAoJe03koxBafTnV8NYOdPneoOlZOrfYrs2OH+9/z5bmFpyxagc2fmmgsKYuIZ34zLG/KQECYEiWJbTg7720oIoWrzLb8nhs1xXC449n2MWbMmIjY2BFl4GI4jW4EdNnUbRkn/AU+X3pkz2nnzNkxPFEpUohrvE3cKbtjA5v+zz5jQmp3tvv6lS2x+RVeimXjhTdJ9K4LOokVsTjgNGgATJ1oXaayEXlpxQonj2rXL0/Ep3lOZqCgmRs+ZoxXAeJs8Z5u45lXwQhdcCOeinhyeqncP9ARDf0RRI/QKZfgqflp1rHlTTIG3mZPjLmBitq7kAjLya5eLudguXWLiixwqqSqG4C1Gjio5Nxy/vige+ZqjzRf4OPVytvGKoGJ4qOxC42PiFBUxUSwQudxEvHWq+VKRVC/PWyCFO8ISNmntuFwuj/fMjle9DwDz58/HP/7xD2RlZSEsLKzs/TvuuKPs3126dEF0dDTatWuH1atXIylJncdp2rRpms/y8/PRqlUrg5ERBEEQBEH4DoltviBvVsXQPJeLCRsAq8YnJ5cfMYIJMbygAXdfceSk4lK4hYaDB92OHFnYE3Otbd7MRIjgYBZWyNELB5WT2GdmqjfORiKUaiMviRS5P1zC7IQjyIpMxuy8mchAIhyuo9aS/gcHM8FNdunt3asVlVRjFfsdE8Pa27nTU6jh/TZKgC+yZQtrd+ZMc6GBF58IRNJ9I8R2xDDniRO9c6ZZcdpZEYDE/qiq6wYHq3Px2WxuEUdVPES8jpWQV1WVXlWeRJXgGh3N3t+5U52zLdCo5t7bdSBiVajzxl3pi/hnVtn3/Hng99/Zv/Pz4RFfriqGoIcvwoyRK6wyEu77UrXTZsOOI0cwduxY/PDDD7jzzjuxbulSdzgpF9sAvyuCrlq1CpMmTcK5c+e8F7y4MMjvUV4eEBmJhIcfxrlz57Bu3TrPc/Tcc74Id4RPNGrUCMHBwR4utlOnTnm41zjNmjVTHh8SEuLhSHvxxReRlpaGjRs3omvXroZ9qVOnDrp06YIDBw7oHhMaGopQHl5NEARBEARRzpDY5gvyxpLnR+OcOcOEhBkz2HGyMGAkoAHajXN0tGceJE5uLnP5zJ5tHJ7ncjHnm1gpNCqKiRdTpgDPPacNgeXJ5c02zqoNNqB/Lg91/fxz5F5sgsSfUpCBAXDgKDKQg0RkMMHt0CEmwhglm+/bV53XbOJE89BXvZxbnM2b9cfsdLI557n4ZHifVPmrZA4fdotzVpHngYcYy6KSLITysGJfE+OrXF5morOZADRjBvt78WL3XKqENr5WVcKaCivCjzyPvM96fZfbTEnxPm+fr7nXVHNvpVCGHrJQxysOy32yEubKx7RokffiX9++wKZN2mdapKiI5Y7kcLHJFxFFFmYKCrRFFS5cMK+gKSKKR4KQlzB9Ola/+y4Alry9QYMG6Nq1Kx544AEkJCQgSAz9ryCSkpLQvXt3/Oc//0F4eDhzARcWanO5+SIeygKm+H+PSvDSEzw5CvFs0aJFZa4nD/Tcc0aipFkfCK+oWbMmevTogQ0bNuDee+8te3/Dhg0YOnSo8pzo6Gj861//0rz32WefoWfPnpp8bS+88ALmzp2LTz/9FD179jTtS1FREb7//nv0VVUIJ4g/MllZAEKBT8s7R2FOObdPEJVMdSz4UB3HVMUgsc0X5M3qsWPq4956S+sk45jlrRIFFLMwVF61kW+EV69WFzUQhTaAiRu8MqWYj4y7hqxsnPWO0zu3NNS1wFXHLazhKACUCm6JSEQG1h8eCjt/+I2SzasEB6PQV6eTiXiiMKDCKEwyLk4/rFcUPXj+qjVrmOsuIoLlbOOVZsU5tAIXNbKzmaMvOJi1z/sii0pmlTS9KXSgJxKJzrQNG4D+/d1hoFYEoJAQtnZ37GCii0ytWsDTTzNRzpt8ZGbrl4duc4GZFzORw1PFcR865LuTjONr6KdKYPSnqqj8/cNdsHKfvBU2OfK911s/ZmOQHSjh4cbuKyMh5fRp7bFiSKhenjbZncWrnvKQUh5+KYpEv/+OwQMGYOXbb6O4uBi//PILPvnkE0ycOBHvvfcePvroI4SEhFSI6MOTzR86dAhjx45Fy5Yt9cfmS6ilLI6JYfwqwevECeM8bgrxrF6g87wFsuopAYCJufHx8ejZsyeio6OxfPlyHDt2DGPHjgXAQjePHz+ON998EwAwduxYLFmyBElJSRg9ejRycnKwYsUK/OMf/yhrc/78+ZgxYwbefvttOByOMidceHg4E4wBPPXUU7jrrrvQunVrnDp1CnPnzkV+fj5GjRpVwTNAEESFUxEC4qXHAVip2EZUOiQYEVUYEtt8QXbF6G2Szp5VJ14XN5kxMWzj//bb7L3WrbUCChcEOCEhnu4fMeRz3z4mam3bxhxach4ksW+y80qVcN5mA265BRg4kIVodunCnHyff876IYorMTGeSc7FTXepCGJHIdZjKOzQbq4cOOp+3wXzZPN6wpqeQKASBlQYhUmqhLaoKJb3ThQMuJAkJ2MOCdGGc1p1JIl9t9mY4LZ3r/tzWQCSBadt29g6EcVYq4KPnkjEE+Fzjh3zdHJaQbVGee5Co7x5ei6+6Ghj11damlZYCwpSh6fqrRdvnWQcqyK2FQecN1VFZYyq1XorIqryUsbGau/93Lnu52DDBna/U1LMx1CvHhNQeM42M3eUJKQUFNpgv8bT/VZwIQj2OsKa03N1qdxZ4jW4YCedHxoUhGal1TdbtGiBG2+8Eb169cKtt96KVatW4dFHH8WTY8fix+++w78WLgTy85H++uuYnJKCf//737jzzjsBAB07dkTS5Ml47O678dXOnUh++WXs/u47XLlyBd27d8fChQtx4403ll3XZrNh2bJl+M9//oONGzfivvvuKxM4EhMTkZiYiJUrVyIhIcFjbHkAHr3zTmzevBnNmjXDs88+i+TkZEyaNAmTJk0CACx46SWsfOMNHD56FA3q18ddsbGYP3YswmvXZm2JTjkAhw4dQlJSEj7//HNcuHABndq2xbyxY3HbLbcAAH7Yuxc3tm+PN954Aw8++CAQHo4P1q3DgzNm4KvVq9GlXz8kJCTg3MmTWPfyy0B4OFzNmuGFF1/Eq6++iry8PFzTti1mjB2L++67D4iMxNmzZzF+/Hh89tlnKCwsRMuWLZE8bRoeHjzY081ndO8JywwfPhynT59Gamoq8vLycP311yMzMxNtSiut5+Xl4ZjwC8m2bdsiMzMTkydPxiuvvILmzZvj5ZdfxrBhw8qOWbp0KS5fvszuq8CsWbOQUrqp+vnnn/HAAw/gt99+Q+PGjdGrVy98/vnnZdclCIIgCMKE6ihUVrExkdhmBR46yF1K9eszwSkkhP1dUuIukCBy9qw6TFC1yeTJ86UiAgA83UJijrdWrfTdMg0aqEMd9eDty5VNt20Dtm5lx2zd6v43oA3TLC7W9m3AAO2mWxDx7ChkIhV3Fe3YARw6BHturvZ4I7wVHMTqhzJRUZ4FJWT0hIhRo3yrcuqNICULNbLox8VOLrzKQmhxsadwJIorRgKPVZHIZvNNAJJzdUVEAJMmaefGyBUmfzZzprHopxqPai3JQpJKVPUGqznQ5szROgaLiz1FW3/grrK0NP0cjlaJifEU7Y8e1b7mlZbF11b+I7TZWF42ISm6oTtKEE4KLgRh6LhwZCz+BY6bm7Dvwrw85J6oicQ5Dqx/8aBbcNNzRKncWarQRdlhpXBhDhw4EN26dcMHH3yARx99FLE33IAVb7+NkpISBAUFYev27WjUqBG2bt2KO++8EydPnsSPP/6I/tddB5w4gYJff8Wo227Dy3PmAE2a4KWXXsKQIUNw4MAB2IVcdrNmzcK8efOwcOFCBAcH4/nnn0fHjh2RmpqK4cOHo169esqxjbz9dvz222/IyspCjRo1kJSUhFOnTmnGEFRYiJcnToQjMhJHTpzAuBdewJTLl7F06lR2gORELCwsxJAhQzB37lyEhYVh9ZIluOvJJ7H/vffQulkzXNutG1588UWMGzcOvXv3Ro2QEIyeNw/PPfkkuvTrxwTB339nYmt+PpCfj+nPPYcPNmzAsmXL0KFDB2Rv3YoRf/sbGjdogP4DB2LGs8/iu+++w3/+8x80atQIBw8exMWff9bPvUfFEwLCuHHjMG7cOOVnq1at8nivf//++Oabb3TbyxV/DtDhn//8p9XuEQRBEJVBFRM9CKIyILHNCrzaKOfsWRYKOHu2OzQvKIiJUrt2acNpRKeXKjF/To5W3JA35CNGaB03U6Yw5xp/LQpIshAyfry2AqYK7pIS85qlpWkrmxqFN4WEuHNXxcVpxQm5+qns6OOFCfr0YX94rjTAU6hTzaHK9aMSRtu0YceoQno57dqpc3BdugTccQfwxReeQl39+kyMzM5255gDjPvnqyPJKHcfrywqC2oREezPiBFMzDRyaBmJWXoiUXy8VgSKj3f/24o7ix8jhj3bbExoMxK+zFx8O3eyoh78+mlpxvn/9AQm+ThvRFUVVoVW2THIQ8VlfM0BB3i69sS8eN6gEq+9zUWoV2hFhSx2cUEoMlIjetnrlCBj+hEkjncgY85+OLrWRa6zJRLT6iJjcT7srZv5lvtNFboousRq1wYuX1aeeu211+K///0vAKBfbCwKfv8du/fvx43XXottX3+Np6ZMwQcffAAA2LJlC5o2bYprmzUD8vMx8KabWCN16wLXXIPXXnsNERER2JqVhT/16FE2Lw8+8AASH37Y7f6rUQM2mw316tUrc9vJ/PDDD9i4cSO++uqrstxYb7zxBjp06KA5btIDD5SNvW2LFpgzcSL+Nns2lqalsXmoX19zfLdu3dCtW7ey13PT0/HhJ5/goy+/xPixY4HISIwbNw6ZmZmIj49HTZcLPTp3xsTHH3c7FgUX94WLF7Fg+XJs3rIF0dHRAICosDBsHzwYr61di/7XXotj33+PG6Ki0LO0UILD4QB+/FF7z0JD2R8qnkAQBEEQBEGUIyS2WcEoZxmgFVAGDtS6jsQQOTmciiOKG0Y5xzjiJjY1lYlUKuFg5kzWjtgfXhFVrKAoCnii0MbRc4PJ15MFodINURniPKWmasWdtm2NhTqOWS4yOWcdF0aNMBJchgzRuvUAtzAhOhpFodDbvFxWRBMjwXPiRHZOx47aOTx7lgmOwcHMrcfXiTgGcb3piVl6ItH06UxkVokkVvKTyYIPFweLiz3Dr40EMtVnRte3Knr5kxdNhT+hnyp8zQEHeLr22rXzPNfKuszRSYgsrp8RI7S/rBgxwnwcSUls7R45wsJJ9aqHOp1u1xIXTk6dApxOOJpfRsaMXCTOcGDWoycw+822yPhnKByO2kYzY4wcWtqsmTas1UBsc7lcsJU+x/U6dkT3zp2RtW8fakRGIigkBI899hhmzZqFgoICZGVloX///mXjPXXmDGa+9ho2796NX06fRrHTid8vXsSxXbs0glHP9u0985KZhM3v378fISEhLCS1NEy3fUkJIurX15y7Ze9epL34Ir47cgT5Fy7AWVKCS5cu4UKLFqhTp4620EheHi6cOoXZy5fj31lZOHH8OJxOJy5euoRjFy9qXHUZGRm4pkMHBAH43z//CVtentt5J6y37w4fxqWiItx+++3ipOLy5cu4oWNHAMDfhg7FsL//Hd98+y3ibrsN94wYgRiHQ7tmGjakPG0EQRCEJfILG6DlgqQKuVaz8ELsGrO8Qq5FEETFQGKbFfQqS/INv7gplUOoxBA5OZyKI4obRhty1eZXDvnkVSd5W5995j4nOlorsmVmsmNk4cso50lYGEta//nnngKELAgZCUSyuMOPV4kpVhLVW83HJhIb6y5uoRJ4AG1eNA4XJkQnn5UCEXqoxAbuMOT3Wq+dWrWY6DdnjrowBs/X9p//sNd6womRmKW3Jo3WqpXQU1nwOXuW/Zkzhz03YttGwpfqsyFD9K9vVfQKtDhmFSPHoIjRHJsJZVbcfd5WdeWI7XFnUlSUeyzTp5uPo04doHNnVo30wgX2WalbCQUF7nxpnMJCbWhkqdjkaH4Zsx49gdix1yJrzU9wOFp5jtMb5NBSOaz19991T/3+++/RlufgtNkQe/vtyNq3DzVbtED//v0RERGBzp07Y8eOHcjKymK50kqFtIQnn8Sv588jffFitKldG6HnziE6MRGXpXmoExTk6f4z+U7UVPsUhDpXcXGZSHX06FEMGTkSY0eMwJwnn0SDyEhs//FHPPLoo7hy5Yq2wdI2nn7uOXz6+ed4cepUtG/UCLVCQ3Hf3/+Oy1Jqg7179+LC778jyGbDydOn0bxxY/cYatdm/+fUrYuShg0BAB9//DFatGjBPv/lF+DUKYSWVrG8o3dvHP3Xv/Dx9u3YuHs3br31Vjw+bhxefPJJ35yMBEEQxB8alysYxwvqVnY3CIK4SiGxzQp6lSWLi5ng4nSqE+fbbAAvQ+906udPM3JWiZtmp9PtOtu4kYks2dnua2dlMYeankCwbZv2fMDtfhM3u6ILQKZ5c61LRWTnTuPXImbhsnouKVU7gDpRu4qICKBnT3eOOZ4oXyXwAEzAlO8td+zpCRbie9HR2gIWqlBTVSiwLHTExrrFSJGLF1n7ciENkeJic+Eo0C4uK2KOXlVelTjH+3/pEhPSFi1i9yYzk23GjUQgXwsaVBZGjkERozGaCbgxMazKqxjGLmNFMOXnZWez76PgYPadN2WKZ0EOXoxCFrRV4/jmGya2cbj4YrOpnWNi7i0uppw+jdwjLsx+ozmyXv0Bs19uiYwOpTncvKn8aVSUQRa25OI1pWzevBnffvstJj/8MAtrDA9HbP/+WLFiBUJCQnDbbbcBLhf69+iBfy5fzvK19etXJu5t++YbLF26FEPuvBP48Uf8dOECfhPTFXDCwjzdfyZjvfbaa+F0OrF79270KM3/dvCnn3CuoKCsoMCuXbvgdDrx0muvISgoCADwf2LuTpHSOdm2Zw8S/vQn3Fta2bfw99+Rm5cHCOLcmTNnkJCQgGeeeAInc3Px0IwZ+GbNGtQSBc2wMOCaa3BdZCRCQ0Nx7Ngx5voD2C8++L1xuYCCAjSOiEDCXXch4bHH0Pdf/8LTTz+NF196SdtHo3tKEARB/OGxh59FCYAgAOEINTvcL/IKw1HiCirXaxDEH4aKyhVYtM3SYSS2WUFVWVJ0g8lERLAf3Lt1Y+FQfNMpi239+wM1a7o3u1xY27aNCSRBQZ5FBzguFxP/RDeTKuG9HFapOlbe7Hbr5hlKytFz2cjt8D7wzWdamnZD3ru352ZfL9+UnpAm5nXTE25kHn9cW4xCFBNWr/bsR2Ym0KkTICZs5psyWaCaMgV47jm38DViBGt31iz2mie7Dw7WF9K42CALHfwcvjb27HGvJ9kZKBNk4T9wf11ccj7CkhLtPKjEHHH+RMHaLKyXH7dlC3sthvCq2vZFPPQnH5q3qK5l5V6o1h8XdlUOUFmAS0lR5ynkWBEs9dZNaqp73XPMBDtxHKNGeZ7L+yETHKx1K5UKVLlFkUh8/jIy5hyBo1EhMiIPsxxuS07BcUtT/XHz60kiDgDPogyysOVyoejMGZzcswfFjRrhl1On8Mknn2DevHn40223YWRMTFmy/37XXIOCggL861//wty5c4G8PMReey2G/f3vaBwRgesiIsqabd++PdasWYOePXsi/9AhPD1zJmrxggR2u3teIiI8Q10tiG233XYbxowZg2Wpqahx7hyeTE9HrdBQ2EqLU7Rr1w5OpxOLFy/GXXfdhR07duDVV19VN1g6J+1btcIHW7bgrsGDYfv9d8x49VWUuFzMrVjK2LFj0apVK0x/7jlcPnYMN95+O5564w28snKlR7N2ux1PPfUUJk+ejJLiYvS55hrknzqFnd99h/DmzTFq1CjMTEpCjw4d0LlbNxSdOYN///vf6NSpk2cf5VBb8Z4SBEEQf3gmj5mAfBShLkKRhGjzE/yg5YIkcs8RRDWFxDZfMXJScREkKwu4+261cBUVxUQW0f3lTSik3gZKTHgvb3bl8/mxqs0uz+Emh54aiRbJyWysohjSpAn7tyw0btpkvtkXx6QS0sS8buIYLl/WVkwVEcN65fBgVWL3sDCgQwet2MbvmSw0pKa6c7jZbOxaq1drr792LXNjqIQ0LkZyQU0U4Pr29bwWXys2GxNBuRtKdEDabCxfm4pACkri2hXnlM+Dql1x/qwmyZfDevfutXau0VhVn/mTD81bfL2WWFV0+3Z2z1XfNXoCrlmIs7eCpRzurcKKYJeaygqSPPyw+72CAiaQNG/Ocm6J1SWbNvX4PiwoABIfsSHjrVA4LgcB+XDncJsQhfUbXbDXNRChRDFGRizKIApbLhdw5Qo+2bYNkTfcgJCQEETUq4duHTvi5dRUjLrjDgQJTrh6QUG44YYbcOzYMVx33XXAgQPo2707SkpK0P/GG91t5uUhY9YsjElJwQ033IDWrVsj7amn8FRqKstnd8017vHbbOoqqia8+eabeOSRR9Bv2DA0a9wY8yZPxr7cXISVfn93794dCxYswPPPP49p06ahX79+mDdvHkaOHOnZWOmcLJwxA4kzZiDmwQfRKCICf3/0UeQ7nSxEuPSamZmZ2L17N0Jq1EBIu3Z46913ERMTgzv/8hcMGTLEo+k5c+agSZMmmDd3Lg4fPYr6djtu7NgRyU8/DdhsqNmwIaYtWYLc3FzUqlULffv2VVetVFWVJQiCIAiCIIgAQmKbr+gJQGFhLNQNYJ/t2aMWz44dczvl+Abbaihk27aAw+GZH65/f3doq1HlTTk5vsqd4ouwoCpqoBc6yzf7ekKJ+B7PQye79Lhzjl9XJdwcOqQ9RxQ3k5M921QJEFZDEq2KGXJ7XEiT3ZIDBmirxPKxzZ3LXI3167M/I0ey0EMj8UhFIAUlvbVrNW+dVWedHNZbUsIKQ/B7yMcBaMe2ebNbgN2wAVi1CkhI0BfWrNxLb8RKo2O9EcHkdsRQaJmoKCbsigKiN6G13rodzX5ZEBVlzWGoN34uiMjOLUUOLrsdWL+e/Y0TbveZo/llrH/hR9gLmwF1FYIUd7RxQU2FWJSheXO3sPXjj1iVkoJV3L4eGloWhgnA8xck4eHYtWuX5nWDevVQ8uWXZa+56HdDy5b46o03NNe7b8wYqevqeT+nCjeViIyMRGZmZtnrn3/+GaeefBLthYqkkydPxuTJkzXnxQtO54SEBCQkJLAXzZvD0bw5Ng8cqDn+ccEdPnLkSA+xrkePHigS5mzVqlWaz202G5544gk8MXiw1lFYlzkCpk+fjulyTkAVqqqyBEEQBEEQBBFASGzzFr7Zzc5mzrSjR7U5iZo107qg6tVjed7kjZCY24dvsK2GQtpsWgeLqjqmGTysLNDhcVbHwI9VCR2AWgRKTmZCopijTnaiAfpVT1WJ/0eN0n7udLJriIKIVYePSpSLifFMdq/XnixY8QIXImlp2vbOnvXMg8XHz9fqkCFqMchbp5MRRvddFEX9RQ7rPXeO/eGI4xDHxgUMzpEjbuenPA+rV7P7FIgCAnrH8nBiLjhzzEQwuR25iq9IfLw2b4HVdeyr41FevxERbrHdZmPPmpV2+vQBDhzwfJ8LIhadW6Xpx5gYd/p0mfBlr1OidaeJIpieo81uZ/kRxXt1+rRW8JMFHBXNm+uLhCoRUZ4H8ZrNmgEnTwYk79jmzZtRWFiILl26IC8vD1OmTIHD4UA/PVdsZWMmlpnlZLMg2BIEQRAEQRCEP5DY5i3iZtdmY3nHgoPdIYB79miPj4pi4VAql5VITAzb1IoOHCPkDbacpwnQbnZFDh9mfwIZHifmm4uNZWLIkSP6x0dEGFeNFN9btIj9W970G7njVOGlKoFBL2+YODdWHT5615KT3eu1pxLr5LFtUyRjFHPNGRXU4OMxup6viGOPiWHX5et4yxa1KOoLqrBeEb1CFWFhTCyRUeVDPHyYnZeSYixMySKd3jpVHbt2LXs+eP9ULkYVRlV8ZVRh11bugZGIaPSsyevpiSesFXqQSU5moYZhYSy/V0kJq0rZrJl2bFYT3NtsnqGnsjuNc/q057mRkezaBw5oq6AWFbE/XPSRBRzeR47dri8S6o1HFpXEa4pVWc3yjpnM15UrV5CcnIzDhw/DbrcjJiYGb731FmoI+dWqFGZimVlONh9CbYnqywVcxgLkVMi1wlETY9CjQq5VnizH1yiEolhNOVJd5q4yKEBRua/xAhSZH0QQBPEHg8Q2b5E3uy+8wH7Qb9XKUySz2Vhop+iy0suj5nKxTetPP5n3oVUr90YdcItn8rUnTGBCoFhw4cgR97Eul1q8McMsx5XNxsZcUgIsWcLCaps00Ya9PvGEW1wwqugJAGfOuB06quPlfGGrV7vDZM1cXqIAERfn7p8vTi89McNI4BDnMjqaHSvmx1NVJZURc83phfJxxxbPIRcfD0ydyv7tSxEBs6T+4lzyawQKPRedHB7Nr8tFS14YQ+TIEc9wbIAV7jDLJyj3Q1ynZtVRAe33iMrFaHZNOVefLObn+PiDtZHjcc4cdzViXvCDOy2nTGHi5d69LNx36lQmmHlLSAgrZLJ7t7tyZUEBc3FxgcTbBPdcjDl1SutOKyhg7XDRRq4mGhTE2j1xQiu0BQezsXMKCz0FHH6PrLin9MYjikpcaOPI4rFR3jGT+Ro0aBAGDRqkf74Z3oifgcBMLKOcbIQXlADIJ6HAKwpxmebsKsIFWuMEQRCVAYlt3iJvsC9eVItdDRoAEydqN/7Jyczlo3LTeLMxDgpiosvevawfonstKor9KS4GduxgyfH/8x+3+2TgQG1fxQ2jVazkuOKCEQ+hPXpU7d4xcp4tWsQEDN7m9u0sjBDQFhPgTiTO4cOeooeVkD+9aqpmoW+yYCYXlDA6XxYKBwxgootePq+gICbYzp+v3WxzV9W2bfphheJ9nz2bteWt20xV5ba8XXMyfI2I1W379vWca7E/TiebSzHfG8CEB72CAlb7oVqnesfydS6GfHszP6rnhY9ZDpmOiXFXJ/Ump5xeWKvTCSxerD1v7Vq32DZ/vttJmZXFXvvjZiwq0lSu1Agm3oopojgjh4mKIpRYQAVwz5fcfkiI9rtTlfPLG/eU3njkfot9r1VLKwAa5R0rb/FJFvMKCtzOvPIW3lRQTjbCS+oitFzbL0ARLCTXuOqwAbDT3FVZwlHzD3FNgiCIqgqJbd6i2mCrmDhRnUtswwZPsULc0MbHa3NyyfBNi17VwVGj2L/5pnvzZvaau7vk8LugIP1rAWoHk8r5ohJXrOQgM3KDFRe7XTQAE7L48XIxARlZ9LCSn0xVTbVjR61LToVeJU4rYbryHMkhl/K89uvH+pKdrRWOzpxhIpzDoW2fC5yqEGZf3GYq55xqPr2tZOkN3ibu5+d89pk255/NxhKri89x27ZA69asgEJ6Ogt3jo/XFqBQ9UMvL6Ben51ObYjllCnWhDGjsctzXlxsLDDLAps4LyphPC1Nv+AJv26gcgACrMCASFERE3RU+dGsiily+KGZiNaggbt98XoNGlh3rVnBynj4NUSBzW7Xilr+tO8rLpdn+K3V8NbygnKyEV4QBCAJ0eV6jQXIqZbOIjtCae6qMBR2SxAEUbmQ2GYVWXSaMEFfFBswwFxciIoC2rRhG24uoABsUy8LKf37Mycbd0vJ7iW56qBeHrS0NM88amYJsNPS3KGvGzYwMapvX09hTSWueFv9UEZ2Q4ivZZEqKooJAWJCdvF6VvKhqQQOlUtOxp9KnH36aAU63h5Hb15V7khAK6aKLjlVCLMvbjPVWFX31kgU8jUBvy/I18rMZI4rWWACmLDWurU2HPzsWXMXoC/Cohze3LmzvlPQ6nzJcx4XZyx+GYUch4SwuRJDr7OzPa/50ENukdDpdOeP8/Z5l8eYlMSKy4SHA+fPu0MouXvKqpiiCm8UhZ8TJ6yJaKrrBdKtJbZfpw77948/uu+N3e7uu+xwEyuiWmk/0OJTXp42vFWmPEI4zcJWKScbQRAEQRAEUcmQ2GYVOVdRv37MBXPuHMtJJob0qXJAqdoB2OaYb7r5prVfPyZo5eSoN9epqcCmTe5N7ahR1kL45M12VJS5MCCfs2UL65+cPF4lruiJEFbFg5079V/LY2zTRuvcio31DOEV+zJlitblxAUvVT4wl4sJMHrOI70cYlYEB9lNx9tTiUSq0FIjgoLcbcTEMCH37bfZZ2JVVG+Qx9q2LXPTbdvG5seKcOZNFU9f0CsSwcViLkDKeeXOntUvTmIkmvritONYcQr6Ol9mobx668hmYy5S8fng+QLFYgwDBrA1JvbfSqEHs5yPGzeyggi9e6sFLVV+ND3McrtZFdHKW7wxChcF3E4xXs1UxEzMKu98avL15Xx25RHCKd/X06dZEYzKCFklCIIgCIIgCAUktlll7Vrta+7ysNnYJlQUS8SE9Wbt8JxH8mYzJUU/Ybo3FTbFz+XN96hR7gqWc+a4+9a6Ndsw9evHRBrZebVzp7pvZknzOVbFAyOxQBxjdDSwZo32XF78QHwtXiM11TN/l5gTLj1dGzJ3+DA7XtVnuS9yzjYjeHijmfggXk+el9hY933kwpLNxvKCyWvq0CH3tUWB16rDzCj32KZN2n7qkZ2tdVypHFP+oOfYArRhunoiqQo90dRfl54Vp6CV8ExVP8y+J/TWEb+v4vPB8y7KBTxEFy1grdCDqqAJvwb/e/164PrrtTnbON6IN2bCVFV0QOmJZ/x9b0NCVfnUrrkmcKKU3J8mTQIbYssRRUPZSSe6Hqva/SQIgiAIC+QVhqPlgqRyv06z8ELsGrO8XK/Rc/kYnCwsh1+26VARYyIIXyCxzV940vqoKK2zirtq5A2wHt7kOzJz0uh9Lm6+Y2KY+yAuzjOcjo9j82ZgxgwWxio6fi5fZufJ4oIsEBUXM9FOFiKsjtVILBDHmJrqGR5r5ihTXbNPH3e72dlu8QhglRBVfdYTW/Sqn6pQ3S+jOdJLki/3RQw3NgsjlF1fengbqqiipMT4tb+YOf94H/k8ivkTASY6HT3KXKs8Z5ves+uvS08W/FQVVa0Um9Drh9wXcY3ExLDnW+WglV1/AJujoCCtmOZLIQz5/qgqKcuEhrI/3oo3V2OifLnP4vuA9yGhsnhXUMBEq0CJUuUdYssRRUM9Tp8msY0gCIK4KilxBeF4Qd3K7kZAOFkYXm3GQhD+QGKbVfQKF/Ck9Ty0UqxkOXeu2/XDN8ByO/Hx7O9AV2/UE4FEgcqowADAPsvJ8RTb+L+5QMPdMLJjae1aJoLJAoDVsVoNz/MlPFYWOeQ8e/36MbGRf37pkuf5gFqw4sKXGIInzpMV95PRHOnNi8q9J4Ybm4URysUZrODLupUrPh49aq3qqzd9kt2Y8ucAu15yMhP7uDNyxAgmQFnti79FAYyqixod42s/rDpo9eYwEIUw9ByFYu7JWrW0nzVs6JuIUoUT5dtsNnz44Ye45557tB+IfRZytiUkJ+PcuXNYt26dd3MhiXe2m27Ch6+8gnvGjfOr/+4GvXMHJiQkuMfhDbJoGBoKXLkSeLGeIAiCICqQZuEm6SACRF5hOEpcJoXxAkyQrQSR5Ti+yhgTQXhDtRTb5s2bhw8++AA//PADatWqhZiYGDz//PPo2LGj741On+6uHhgT4xaixA2mXMny6FHPDXBmprYKYXIyExpKSlj+K4Bt+OVNqyyeTZniTvSu2qSbOW6s5P0Sq4rqIeY8q19fey4fN/+b5/Xato25h+TiEL6iFx7LsRpiJ7rDxD4eOaJ134hinkqwknG5tPO0erVxhVMr68EIHha8Zg27J7I7i4/x4EHPcwMhFpnBC2xw5LBrf0Mzk5M93WpRUWw+S0rc63DKFOY8FKtwBgcbX0vuW0yMfyK5FUFZPEZvbuRnwOlUu0+9dZXqVU32pv8c+dnKzXU7UuXck4WFwLffsmIB9er5LpJVQpjoyZMnMW/ePHz88cf4+eefUa9ePXTo0AEjRozAyJEjUbt2beMGAt3nyEjmZhOrmIaFBa59AZfLhddffx0rVqzAvn37EBISgvbt22PEiBEYM2aM+diNqFPHs5gFAMdNN2HSX/+KSQ8+6K4eSxAEQRBXCRUV/thyQVKFu80iwwvxc9KCcmu/MsZEEN5QLcW2rVu34vHHH8dNN90Ep9OJZ555BnFxcfjuu+9Qh1d68xarm2IZuTqfqp3UVLcDTm/DL4tnWVnu/FwqMc0sL5bsLunfH/jpJ/ZvMWebXFXUiHPnWLL8Dh0883nZbCyslI/BZmP/trJRNxNfzAQfPeGRj237dva3nCsNYI63ESOYeKUS87zJ+8Uxq3Calma+Hozg53POnmWioSrcV6Y8xCIZlRjmS0EAvXUREsLukTjG1q3Z8dyVyZ8hOS+ZLD7J1ygudq+FjRuZC04uFmIVX0RFo7UMsLauXNGKuzx3H2DNiSj266GH2HfHt98C3boxgdJbeHuycDdjhmeYOSckhAnFbdt6CkPlnfDfDw4fPozevXujfv36SEtLQ5cuXeB0OvHjjz8iIyMDzZs3x913312xnbLZWI42PmcAE+B95MqVK6ihyqUHID4+Hh988AGmT5+OJUuWoHHjxti7dy/S09PhcDg8XXzeoKpOHRnJ1lBYGBMo/XAuXr58GTVr1vS9fwRBEARBEAQhUC3Ftk8++UTzeuXKlWjSpAm+/vpr9OvXLzAX4RvI7Gy2mZUrsNlswIMPAjt2AHv3Gm9UrbhN5GP27tW+XrSI9YM77sRE+AB7LTpdrISvceRcb/wacq43gDkPeFia08lEnm3b2Nzs2eNbyJ2Z+GIm+OjNr6pdlVNNVX1VNTdigQKRsDDPMFSj8fsbmqi3flTti6jCb/11makICfEMp46JUffP5WIijer6RutCrvKaleXZj717Pd+TxSf5Gm3bavuWk2NeEEAPX/K96a0N8Rlo1057zpo1brHNihNRDo3mZGUxN6234qpexVVf585iJcqCggLY7XaP0/XeDwTjxo1DSEgIdu3apfnFTpcuXTBs2DC4DET5b7/9FhMnTkROTg5q166NYcOGYcGCBQiX8szNnj0br7zyCi5duoQHHngAixcvLhOJHA4HJk2ahEmTJpUd3717d9xzzz1I4WsA0MzT3//+d3z44Yf4+aef0KxRIzw0bBhmzp+PGqVtpqSkYN26dXjiiScwd+5c5Obmori4GDZJ/Pq///s/vPXWW1i3bh2GDh1a9r7D4cDdd9+NfFUeOot9TklJQcby5fjlt9/QsF493HfrrXg5NRWxAwbg6M8/Y/K8eZg8bx4AlM3xzp07MXXqVHz11Vdo1KgR7r33XsybN6/svjgcDjz66KM4ePBgWTjv66+/jqSkJLz//vs4e/YsmjVrhsceewzTpk3TvW8EQRAEQRAEoaJaim0y58+fBwA0MAgxKSoqQpFQ4UxvY1CGagNpszEnlFjRj4sv4kbVl1A02ZHSrZtW2DlzRp1TjpOby/4YJU+XkfuZmekZntmhA2uXU1ICDByoDRHVmyurLip/xSd57qKjmfNr0SJPwbJbN8/z9aqvAuoQP9nBExnpWcDBaPz+5u9T5dvq08fdP1mI5f0ZNYr9W6xQeuUKyz0IsDaLiz3XmS+CnCw6iK9lt+Dhw+yPLEgZrQu5Gq2Kbt20YrGct091jbNnPd2qMlbnw5d17e/asOJE1BNjfXn29NrzJy+lnLuLV6IsKGDthoejIDwcQ++5BxkZGXA4HGWH5ubmIjExEevXrw+44Hb69Gl89tlnSEtLUzuoXS7YREeewO+//47BgwejV69e+Oqrr3Dq1Ck8+uijGD9+PFatWlV23KZNmxAWFoYtW7YgNzcXDz/8MBo1aoRnn33W537b7XaseuEFNLfZ8O3Bgxj97LOwh4djCn/uARw8eBD/93//h/fffx/Bcs7FUt566y107NhRI7RxbDYb6tWr51P/3nvvPSxcuBD/fPFFdI6MxMnTp7H3xx8BlwsffPABunXrhjFjxmD06NFl53z77bcYNGgQ5syZgxUrVuDXX3/F+PHjMX78eKxcubLsuBdeeAEzZszA9OnTAQAvv/wyPvroI/zf//0fWrdujZ9++gk/ccc3QRAEQRAEQXhBtRfbXC4XkpKS0KdPH1x//fW6x82bNw+zjcQqDt9Ii0KN+2JsM5uZyY5ZvNiao8pKKJrsSElKAu6+m7nGnE7zfot91NswyyIBz/0FeIajAWys33/P8l59/jlw8SILJeUCxqZNTHji1+U0aABMnGg95M5fgUGeO6cTmDXL87gzZ1jfHQ6tgGj1elzIEMNT5dBDQF1x0qi/VudJdFuKYcE8X5sserZty8YaHMzyqMnHbNyozcMHsKIX8nPii0MrJ0f/tTj+Q4fcwqW8ds3WhVGhhAED2HNqlPdQ1cbZsywELyICaNWKzXVqqrnjTl4Tycm+rWuzteF0sn6JIbojRpi3K56v933iq0BmpeKqN+hV6+Q5yfLzYW/eHBkZGUhMTCwT3LjQlpGRUS7OtoMHDsDlcqGj3c7Ev1KnXaNGjXDp0iXA5cLj992H5ydM8Oj/W2+9hYsXL+LNN98sE+qWLFmCu+66C88//zyaNm0KAKhZsyYyMjJQu3ZtdO7cGampqXj66acxZ84cBAWVJgg+fx748UdtQQiXi/WJC5XC9/H06dPZ8fn5cDRvjiePHsU769ZpxLbLly9jzZo1aNy4se74Dxw44F9eVB2OHTuGZs2a4bboaIh6U/UAAKf8SURBVNS4dAmtmzXDzZ07A2C/QAsODobdbkezZs3KznnhhRfw4IMPlrnlOnTogJdffhn9+/fHsmXLEFYamjxw4EA89dRTmmt16NABffr0gc1mQ5s2bQI+HoIgCIIgCOKPQbUX28aPH4///ve/2G7iyJg2bRqSkpLKXufn56NVq1aeBxrlu+Kb0bQ0tZjDN6qyo8VKOJWq0qQqZFGEu+zEcE+jDbOZ0CKGo3HCwljVzrg4tbAhbvr59SdO1I7F15xsVh1E8tzJYXZBQdqKdu3bAw8/bC52GeUMk8cn56bSc135E7Yp3j9VTjzZYdS+vee6k9emHP6qQj5n0SL2b6O+W622KlbNlY8zE57kUFJAK/RYcXmp8sudPcv+8Pc2b2Z/Gznu9AQ4vf5bXVsyXGzlDBjAxHyrpKVp56t/f/ZHLgbjDd6ErFuBC0inTzNXm4rCQjiuuaZMcJs1axZmz57t4XQLKL/9BgCwXbzoDnNt3hxffvklSkpK8NCwYSi6fFl7Tuk6+f7779GtWzeNI653794oKSnB/v37y8S2bt26aYoMREdHo7CwED/99BMThoqLmdiWn68V9AoL3X0C2Pot5b333kP6/Pk4eOgQCi9ehLO4GHUlMbJNmzaGQhsbissjtNQnXC7mqD19GjhxAvffdx/S09MRFReHwTffjCG9e+Ouvn3ZDy8//siOPXVKI3B+/fXXOHjwIN566y1N/0pKSnDkyBF06tQJANCzZ0/NpRMSEnD77bejY8eOGDx4MP70pz8hLi7O/zERBEEQBEEQfziqtdg2YcIEfPTRR8jOzkbLli0Njw0NDUVoaKh5o7JgERHBwtGOHWOvi4tZ2KGMGKLmr1NL1Y8GDYAJE9zinarCppF45HQyUcFboYVjViggKoqJXN4UMODoCQy+JtKX+1ivHnPk8fvRt6+1vFRWr+9NEQFfXGIcs7BEK+tOPuaWW7T5zuLjjc8BmEPQqAAEoHZqDhzozm+YmcmEXCNBSjWvqtDn+fO1uRVFLl1izkz5uuI15GILMlYcd6p7Y7QufF0H8veClXBa+XyRmjWNw9Ot4EsRDSN4tc7ISHfSf5dLW22zNEzT4XBg1qxZiI2NRVZWlrHQ5nL5VXihfePGsNls+IG7YktdZFFRUQCAWqrQ0lLRy0iosiJg8WOCAGhW6alTuHLxIiCLfKXf7Z9//jn++te/YnZKCgZdey3q1aiBf27ejJe4I7kUK4WFrrnmGnz//femx8kEBQVpc9nl5bE+l4YHt4qMxP4tW7Dhs8+wcedOjHvhBbzw9tvYumwZaoSEuP+vEgTOkpISPPbYY3jiiSc8rte6dWvdcd144404cuQI/vOf/2Djxo34y1/+gttuuw3vvfee1+MiCIIgCIIg/thUS7HN5XJhwoQJ+PDDD5GVlYW2bdv636gq35XNBvCkznxjPGcOEBvreb646fU1TFAkJkbrJHv8cebQ8tU9kpbm6UJr0gQ4etT92igcjY9h2zbg6681zgkAgFE4jtXcVbKQIldcFc8TjxULF2zcyCpTinTpwu6Z7N4xc5nJ/eYhhXrHW3Gt+ZOfzkxMs7Lu5GOmTPEMtdQ7Z9EiJrRZ6bsswAwc6HZUbdnCBLDNm70XavREKtEht2mT+/0hQ9TXFZkyha0fHiotY8VxJ1b0tSKwq9aBlfWjWgPeuCUD8YuAioKLboBaKAPL0TZ79mxkZWWZO9vkwguAu30LNGzVCrffcguWvPsuJgwfjjryuTVrqsVeANdddx1Wr16NC4WFqJOfDxQWYscXXyAoKAjXXHNN2eF79+7FxYsXUatWLQBMLAsPDy/7ZVLjxo2RV+qwA4D8c+dw5OhRT6G4VFDesWMH2rRpg2cSE8vGflQ8nouYPC+egQD54IMP4q9//SvWr1/vkbfN5XIhPz/fM2+by4XG9esjb9++svbzT57EEdGFd+YMahUV4e6bbsLdN92Ex0ePxrX9++Pbgwdx47XXomaNGijmzuRSgfPGG2/Evn370L59e2Vfjahbty6GDx+O4cOH47777sPgwYNx5swZw5yvBEEQBEEQBCFTLcW2xx9/HG+//XZZEuyTJ08CAOrVq1e2SfEaOXw0IgJ44gm2Ee/cWbs5OXJEW4HSKEzOV+TNU3a2W3ySnTBGLhkxB51IWJhWaDMLR9ML/eNtcUFD5dKxusGXxxEbq5+sXi/c1+XSjgtg8xYczEIquQjhdLLQWN5vLmwa9ZvntNNzI8n9LynxFEj9ETu4yMNdXNu2afOJWVl3qmOsniPm+AOAXr2s912uDKqqFCqiJyDpiZV671u57vz52pDtqCjm8JNdpBzVHHorsKvWgRievmED65O4ZvWu441Lzko/y6NCrbeoxDVJ3BJztDkcDo8cbh7IhRfk12ZERmLpSy+h99Ch6JmYiJQ5c9C1WzcEBQXhq6++wg8//IAeck6zUtHroYcewqxZszBq2DCkPPwwfj13DhPmzkX8sGFlIaQAy532yCOPYPr06Th69ChmzZqF8ePHl+VrGxgXh1UrV+Ku2FhE1K6NGa+95i5o0Ly5e0wREQCA9u3b49ixY/jnO+/gprZt8fH27fhQXOt5eUxsKy7WOMdU/OUvf8GHH36IBx54ADNmzMDtt9+Oxo0b49tvv8XChQsxYcIE3HPPPdqT8vIwsGtXrFq3Dnfdcgsi2rXDjBde0BRhWLV+PYqLinBL586oHRaGNZ9+ilphYWhTmqPNERmJ7N278de4OISGhaERWIXVXr164fHHH8fo0aNRp04dfP/999iwYQMWL16sewsXLlyIyMhIdO/eHUFBQXj33XfRrFkz1JdTKhAEQRAEQRCECdVSbFu2bBkAIFZymK1cuRIJCQm+NSqHZ509y4SS+fM9HWFicn2A5T4rLmabVG82pUabWjnB/LffasWE1avNBQhAX5SSQ0i9CUdLTmZiz8svs3kS21I5nqwKEfI4goP1C0voVVTUY8sWNheiQCnmruJtGvV72zZjN9KhQ9rP16xhwqzVPF5mcJFHz8XlK1bFFTFXmOq1EXJlUFVVWBE9AUlPrNR7X77u77+zdqdPd49RXkvt2nnmLgSM58lI6FSdp1oHQ4Zoz+NrVlV8wciBaZRTz4og60+oc6AwcaEVFBR4CGui4KasRioXXpAqhppis6FdTAx2//e/SEtLw7TkZPz8888IDQ3Fddddh6eeegrj/vY3llNNEr1q166NT9eswcSpU3FTQgJqh4Vh2IABWDBtGjvO5QJ+/x233nILOjRrhn79+qGoqAh//etfkSKsxWnJyTh85Aj+NGkS6tWujTljx+LI8eNAaKhWJCt1pw0dOhSTJ0/G+DlzUFRUhDt798aMxESkrFjBjvNCgLTZbHj77bexfPlyZGRkYO7cuQgJCUGHDh0wcuRIDBo0yPOkwkJMS0jA4ePH8afJk1Gvbl3MSUvDkWPHyvpcv3lzPLdwIZIWLkRxSQm6dOqEf/3rX2h43XVAYSFSJ0/GY7Nmod2f/4yioiK4XC507doVW7duxTPPPIO+ffvC5XKhXbt2GP6XvwD79zOH6pUrHv9HhIeH4/nnn8eBAwcQHByMm266CZmZme7iEwRBEARBEARhkWoptrm8EVmsoqpsqAqTq1XLM9Ts7Fnm+AkODkxIHO+PKB7IosHhw27xyMgtZVWU4lUKVSKLKBZER7NrrFnjGUoKqN1aeht8WYSIidHmBjt8mOVXy8w0DqcD1MUiZMT7qbq3Rv3mTjj5eD0xk4dieZPHyyr+hKKqEMfAHVUhIZ7Czrffas/bscOzUqcemZmeudOM0BujKFJFRzPRNy6O/XvmTJZPURQxMzOBTp3cAvmlSyxHWVCQ/rNm1XkJ+Jf7Tz5X7zvI7Lq+5NQzItDryxf0RKBSx5u9sBDrX30Vdil83eFwqIU2wF14QQpF9ZbIyEgsXrxY30FVmidM/n+qS6tW2Fz6i6IyuKstLw+rpkwpe3v2U08pHWZ169bFO++8o3H+jRozRjMW+brz58/H/Oef1zgFJ730EvswPBwpY8YgZcyYstdGBAUFYezYsRg7dqyn+7DUxbdq1Sr3CeHhqBsejnfmzWOvmzcHmjfHKOGXYvc8/DDuGTxYN5der2uuwd7hwz36ctNNN+EzuQDM/v1luf1y168HpHUwevRojB492nCMBEEQBHE1k1cYjpYLkswP9PMa1Ymey8fgZAWPqVl4IXaNWV6h1yQCT7UU28qFKVOAlSu1rrU+fZhjTdwA33wzsHWr5/lmjhIVRptaVW6tzp21LjuVACG7pYwKGzgc7vFu2QJ07MiSxct5vIqLmZjIxRg9xEqQHCM3kCwizJjBXvPqkIcP64sGehUQ+fWys5nTTL6fevMyYAAbt15OtrQ0bSEBXhBjyBDt3IqFIsR5C2R+rEDn3ZIFWb2QYFnwdTqtizq8qq1V9MaoF868cSP7t7z5DgtjVVllN6rRs5acrF63vopQVs+Tq6saFV+QzwO8y6lnRFXI66bnQhMcb3b+WhSlXC7YCwrY+7JwI+aAqwzkMdntWgFQxCzEVR6Ly8XmRa/4g97Y/REgreTAs9K+t2MxQv5FmCoHI0EQBEFUY0pcQTheULeyu3FVcbIwnOaM8AkS26wyf75nDrPkZGDuXO1x/fqxH/xF4YVz5gzLucRze5lhtKkNCdGGjwGsgIFKvBFzaqWlMQFIDlcTN+IAE4WiorQiBBe3srK0BQfatjV3x4WEMPFOxsiVI4sIixcDPXpoz9cTDfQcYrIbTa9KK0+KLzqt5s+31ld+He7+EkU70WkzbRpzO/pTKENFIApwiOgJsvLcc3fatm1sblXHBAr5/giunzKsiljFxZ7vmeVYlIU8fo74vEZHGxfMEK9lRbwKCWFiobxmzYoviP3nfTa6Dn8utm1jcxMUxL7XeP8Dvb58QU+kMROl/CmCoMoTZybyeHOOakz8WH9DXH0dtz8CpBWBkLfP5+nAAfN58uce1qqlrVrraw5XgiAIgrjKaBZu8ou6anLN8iTIVoLIch5TXmE4SlyUvqK6QGKbVfTElJ07tcd9/jlQo4b2vaAgJrBx1qyxJraZbWploWrmTP0cZqrjAW24mrgRHzWKvbdpk3bcLhcTOEQRA3AXKtDD6WTOJe7K0RPUREFEDps7e9bdb44/zhqjkE0xKX5WltvJZ9RXleAh3kO5KipQPrmuAhGKKqI3BnnuuTtNFKLKy/mkuj+qsEsrIpacj6ltW3MBSbUWeOgrf/7MCmZwvBGv/Cm+YPU4Vegzdx3OnBn49eULeiKQmSjlTxEEX0Qeb84xErb8DXH1t/iDL3gjEHozT/6MpUMHJuhdvMiEtg4drJ9LEARBEFcxFJLoP5Hhhfg5aUG5XqPlgiRy0VUjSGyzireJ18X36tVT5y8zw2xTK2/4d+70DJMzOt4sVI7DwzYBd344UXCJj3dX1eQ523bsAL7+2nPcVkUq3ifx2iJiOGZ5OGtUc2XWV36e2CfxHsbFVX6uK1+w6gbkVITzyYprzWo/+vVjYhK/rwkJ5mHeqrUgP69W77e/4pXV860ep8rjeLWsVzNRyh+HmC8iT6BELn9DXP11xvmCNwKhN/Pkz1iCglg6BIIgCIIgCIIoZ0hss4rext1oQ8/fu3JFG246YkRg+uRt7iSzsFTVRnzmTM9qh3LONr3wONHhxLEqUvE+jRqlbmPUqPJ116jmyqyvZv2pCrmu/MXKOCvC+WRlLq32wxdx0Mo5V+v9VoUNV1L/vS52YyZK+eMQ80XkqQyRS0WAij94hTcCoTfzVBlj0aFcijERBEEQBEEQ1QIS26xiJQeYiPie08lCSys7N5evjiPVGL0RMbKzWUhdcDCrHuqNSGWljfJAr8CCPyJSVch1VV0I5Fz6cl+tnHO13m/eT1XOtgqiRmko/u+//45agcyr5Y9DzBeRp6oIQ5Vd/MEMb+apCo3l999/B+BerwRBEARBEATBIbGtIigvp4+37VZ0rqVAXK+y8kOVx3WrQq6r6sLVMJdXQx9VVIF+BwcHo379+jh16hQAoHbt2rBZrThZnjRowP4AQFFR+Z3zR+QqmieXy4Xff/8dp06dQv369REcHFzZXSIIgiAIgiCqGCS2EQRBEFWOZs2aAUCZ4EYQVY369euXrVOCIAiCIAiCECGxjSAIgqhy2Gw2REZGokmTJrhy5Upld4cgNNSoUYMcbQRBEARBEIQuJLYRBEEQVZbg4GASNQiCIAiCIAiCuKoIquwOEARBEARBEFcnS5cuRdu2bREWFoYePXpg27Zthsdv3boVPXr0QFhYGKKiovDqq696HPP+++/juuuuQ2hoKK677jp8+OGHfl+XIAiCIAiiIiGxjSAIgiAIgvCad955B5MmTcIzzzyD3bt3o2/fvrjjjjtw7Ngx5fFHjhzBkCFD0LdvX+zevRvJycl44okn8P7775cdk5OTg+HDhyM+Ph579+5FfHw8/vKXv+CLL77w+boEQRAEQRAVDYltBEEQBEEQhNcsWLAAjzzyCB599FF06tQJ6enpaNWqFZYtW6Y8/tVXX0Xr1q2Rnp6OTp064dFHH0ViYiJefPHFsmPS09Nx++23Y9q0abj22msxbdo03HrrrUhPT/f5ugRBEARBEBUN5WzTweVyAQDy8/MruScEQRAEQVwt8J8b+M8R1ZXLly/j66+/xtSpUzXvx8XFYefOncpzcnJyEBcXp3lv0KBBWLFiBa5cuYIaNWogJycHkydP9jiGi22+XBcAioqKUFRUVPb6/PnzAACXqwD5wvvlwSU4UQQnfoUTabj6w10LwObrEoKRD5o7b6nI+atuVNR6oHt0dVDiYv/fnigoQfOXHi2365wsLAGQjxJXfrn/f1FRYyL8o9B1L4Dupj/rkdimQ0FBAQCgVatWldwTgiAIgiCuNgoKClCvXr3K7ka58dtvv6G4uBhNmzbVvN+0aVOcPHlSec7JkyeVxzudTvz222+IjIzUPYa36ct1AWDevHmYPXu2x/sFF7qj3nP64ySMeQabK7sLVzU0f1UfukdVGfbl7QKQV1j+V8srRAX8f1GxYyL8w+xnPRLbdGjevDnatWuHr7/+GjabzfT4m266CV999ZVfxxh9rvosPz8frVq1wk8//YS6deua9rGysDI3ldm2L214cw6tDX3Kc20Eqv2qvj58+exqWB+0Nui7w4iqvD5cLhd69OiB5s2bB7hXVRP5ZySXy2X4c5PqePl9K216e91p06YhKSmp7HVJSQnOnDmDhg0bWvo5rzK5Wp5Lwhy6l9ULup/VC7qf1YfyvpculwsFBQWmP+uR2KZDUFAQatasafm30sHBwaY30uwYo8+NPqtbt26V/kKwMjeV2bYvbXhzDq0NfcpzbQSq/aq+Pnz9DKja64PWBn13GFHV10fNmjURFFS90+I2atQIwcHBHm6yU6dOebjOOM2aNVMeHxISgoYNGxoew9v05boAEBoaitDQUM179evX1x9gFaSqP5eEdeheVi/oflYv6H5WH8rzXlrRiar3T4J+8vjjjwf0WLNjjD73pi9VjfLseyDa9qUNWhuBobz7/kdYH7Q2Kq/9qr42zD6n9VF+7V/Nc2uVmjVrokePHtiwYYPm/Q0bNiAmJkZ5TnR0tMfxn332GXr27IkaNWoYHsPb9OW6BEEQBEEQFY3NVd0z+FZj8vPzUa9ePZw/f57Ud0IDrQ3CCFofhB60NghveOeddxAfH49XX30V0dHRWL58OV5//XXs27cPbdq0wbRp03D8+HG8+eabAIAjR47g+uuvx2OPPYbRo0cjJycHY8eOxT/+8Q8MGzYMALBz507069cPzz77LIYOHYr169dj+vTp2L59O2655RZL161u0HNZfaB7Wb2g+1m9oPtZfagq95LCSK9iQkNDMWvWLI+wCIKgtUEYQeuD0IPWBuENw4cPx+nTp5Gamoq8vDxcf/31yMzMLBO88vLycOzYsbLj27Zti8zMTEyePBmvvPIKmjdvjpdffrlMaAOAmJgY/POf/8T06dMxY8YMtGvXDu+8806Z0GblutUNei6rD3Qvqxd0P6sXdD+rD1XlXpKzjSAIgiAIgiAIgiAIgiACBOVsIwiCIAiCIAiCIAiCIIgAQWIbQRAEQRAEQRAEQRAEQQQIEtsIgiAIgiAIgiAIgiAIIkCQ2EYQBEEQBEEQBEEQBEEQAYLEtmrKv//9b3Ts2BEdOnTAG2+8UdndIaoY9957LyIiInDfffdVdleIKsRPP/2E2NhYXHfddejatSvefffdyu4SUUUoKCjATTfdhO7du6NLly54/fXXK7tLBFGtWLp0Kdq2bYuwsDD06NED27Zt0z02KysLNpvN488PP/xQgT0mVGRnZ+Ouu+5C8+bNYbPZsG7dOtNztm7dih49eiAsLAxRUVF49dVXy7+jhCW8vZ/0bFZd5s2bh5tuugl2ux1NmjTBPffcg/3795ueR89n1cOXe1lZzyaJbdUQp9OJpKQkbN68Gd988w2ef/55nDlzprK7RVQhnnjiCbz55puV3Q2iihESEoL09HR899132LhxIyZPnowLFy5UdreIKkDt2rWxdetW7NmzB1988QXmzZuH06dPV3a3CKJa8M4772DSpEl45plnsHv3bvTt2xd33HEHjh07Znje/v37kZeXV/anQ4cOFdRjQo8LFy6gW7duWLJkiaXjjxw5giFDhqBv377YvXs3kpOT8cQTT+D9998v554SVvD2fnLo2ax6bN26FY8//jg+//xzbNiwAU6nE3FxcYY/59LzWTXx5V5yKvrZDCnX1olK4csvv0Tnzp3RokULAMCQIUPw6aef4oEHHqjknhFVhQEDBiArK6uyu0FUMSIjIxEZGQkAaNKkCRo0aIAzZ86gTp06ldwzorIJDg5G7dq1AQCXLl1CcXExXC5XJfeKIKoHCxYswCOPPIJHH30UAJCeno5PP/0Uy5Ytw7x583TPa9KkCerXr19BvSSscMcdd+COO+6wfPyrr76K1q1bIz09HQDQqVMn7Nq1Cy+++CKGDRtWTr0krOLt/eTQs1n1+OSTTzSvV65ciSZNmuDrr79Gv379lOfQ81k18eVecir62SRnWxXEimXZKNzgxIkTZUIbALRs2RLHjx+viK4TFYC/64OovgRybezatQslJSVo1apVOfeaqAgCsTbOnTuHbt26oWXLlpgyZQoaNWpUQb0niOrL5cuX8fXXXyMuLk7zflxcHHbu3Gl47g033IDIyEjceuut2LJlS3l2kygncnJyPO79oEGDsGvXLly5cqWSekX4Cz2bVZ/z588DABo0aKB7DD2fVwdW7iWnop9NEtuqIGaWZbNwA5XbwGazlWufiYrD3/VBVF8CtTZOnz6NkSNHYvny5RXRbaICCMTaqF+/Pvbu3YsjR47g7bffxi+//FJR3SeIastvv/2G4uJiNG3aVPN+06ZNcfLkSeU5kZGRWL58Od5//3188MEH6NixI2699VZkZ2dXRJeJAHLy5EnlvXc6nfjtt98qqVeEr9CzeXXgcrmQlJSEPn364Prrr9c9jp7Pqo/Ve1lZzyaFkVZBzCzLZuEGLVq00DjZfv75Z9xyyy3l3m+iYvB3fRDVl0CsjaKiItx7772YNm0aYmJiKqTfRPkTyO+Npk2bomvXrsjOzsb9999frv0miD8K8i9FXS6X7i9KO3bsiI4dO5a9jo6Oxk8//YQXX3zRNISGqHqo7r3qfaLqQ8/m1cH48ePx3//+F9u3bzc9lp7Pqo3Ve1lZzyY5264yrIQb3Hzzzfjf//6H48ePo6CgAJmZmRg0aFBldJeoYPwJRyGqN1bWhsvlQkJCAgYOHIj4+PjK6CZRCVhZG7/88gvy8/MBAPn5+cjOztb80EIQhG80atQIwcHBHi62U6dOeTgqjOjVqxcOHDgQ6O4R5UyzZs2U9z4kJAQNGzaspF4RgYSezarFhAkT8NFHH2HLli1o2bKl4bH0fFZtvLmXKiri2SSx7SrDSrhBSEgIXnrpJQwYMAA33HADnn76afpC+INgNRxl0KBBuP/++5GZmYmWLVviq6++quiuEhWMlbWxY8cOvPPOO1i3bh26d++O7t2749tvv62M7hIViJW18fPPP6Nfv37o1q0b+vTpg/Hjx6Nr166V0V2CqFbUrFkTPXr0wIYNGzTvb9iwwSt38e7du8sK3BBXD9HR0R73/rPPPkPPnj1Ro0aNSuoVEUjo2awauFwujB8/Hh988AE2b96Mtm3bmp5Dz2fVxJd7qaIink0KI71KMQs3uPvuu3H33XdXdLeIKoLZ+vj0008ruktEFcFobfTp0wclJSWV0S2iCmC0Nnr06IE9e/ZUQq8IovqTlJSE+Ph49OzZE9HR0Vi+fDmOHTuGsWPHAgCmTZuG48eP48033wTAwrwdDgc6d+6My5cvY+3atXj//ffx/vvvV+YwCACFhYU4ePBg2esjR45gz549aNCgAVq3bu1xL8eOHYslS5YgKSkJo0ePRk5ODlasWIF//OMflTUEQsDb+0nPZtXl8ccfx9tvv43169fDbreX/TKxXr16qFWrFgDP71p6PqsmvtzLyno2SWy7yghUuAFRPaH1QehBa4PQg9YGQVQuw4cPx+nTp5Gamoq8vDxcf/31yMzMRJs2bQAAeXl5mmIlly9fxlNPPYXjx4+jVq1a6Ny5Mz7++GMMGTKksoZAlLJr1y4MGDCg7HVSUhIAYNSoUVi1apXHvWzbti0yMzMxefJkvPLKK2jevDlefvllDBs2rML7Tnji7f2kZ7PqsmzZMgBAbGys5v2VK1ciISEBgOd3LT2fVRNf7mVlPZs2l6p0JVFlsNls+PDDD3HPPfeUvXfLLbegR48eWLp0adl71113HYYOHUoJ8P9g0Pog9KC1QehBa4MgCIIgCIIgyhdytlVBzCzLZuEGRPWG1gehB60NQg9aGwRBEARBEARRcZCzrQqSlZWlsSxzuGUZAJYuXYr58+eXhRssXLiQSkr/QaD1QehBa4PQg9YGQRAEQRAEQVQcJLYRBEEQBEEQBEEQBEEQRIAIquwOEARBEARBEARBEARBEER1gcQ2giAIgiAIgiAIgiAIgggQJLYRBEEQBEEQBEEQBEEQRIAgsY0gCIIgCIIgCIIgCIIgAgSJbQRBEARBEARBEARBEAQRIEhsIwiCIAiCIAiCIAiCIIgAQWIbQRAEQRAEQRAEUeE8+eSTuOuuuyq7GwEnNjYWNpsNNpsNe/bsCVi7CQkJZe2uW7cuYO0SBBF4SGwjCIIgCIIgCIIgKpw9e/age/fuld2NcmH06NHIy8vD9ddfH7A2Fy1ahLy8vIC1RxBE+UFiG0EQBEEQBEEQBFHh7N27t8qJbU6nMyDt1K5dG82aNUNISEhA2gOAevXqoVmzZgFrjyCI8oPENoIgCIIgCIIgCKJC+emnn3D69Okyse1///sfhgwZgrp166JZs2Z48skncfnyZc05+/btQ79+/VCrVi10794dO3bsgM1mw969e33qQ25uLmw2G9577z3069cPoaGh+PDDD/0dmpLY2FiMHz8e48ePR/369dGwYUNMnz4dLper7JiSkhI8//zzaN++PUJDQ9G6dWs8++yz5dIfgiDKFxLbCIIgCIIgCIIgiAplz549sNvtiIqKwu7duxETE4Mbb7wR33zzDd555x384x//wPPPP192/L59+9CrVy/07dsXu3fvxsyZM3HfffehRo0a6NSpk899AIDnn38eM2bMwL59+xAXFxeI4SlZvXo1QkJC8MUXX+Dll1/GwoUL8cYbb5R9Pm3atLK+fPfdd3j77bfRtGnTcusPQRDlB4ltBEEQFghUSAFBEARBEATBhK5u3brBZrNh9OjRiI+Px9y5c9G+fXv0798fo0ePxr///e+y48ePH48hQ4bg2WefxbXXXos///nPiI6OxnXXXYeaNWsCAO69915ERETgvvvu01zr3//+Nzp27IgOHTpoxK29e/eiTp06ePfdd3H77bejffv2qFevnm47AHDfffdh27ZtiI2NxXXXXYeuXbvi3XfftTTmVq1aYeHChejYsSMeeughTJgwAQsXLgQAFBQUYNGiRZg/fz5GjRqFdu3aoU+fPnj00Ue9nluCICofEtsIgiAkKjKkgCAIgiAI4o8IL47www8/4Ouvv8aECRM0n9esWRNFRUUA2M9mWVlZmDlzpuaY0NBQdOvWrez1E088gTfffFNzjNPpRFJSEjZv3oxvvvkGzz//PM6cOVPWh7vvvhsOh0NzjqodACguLsaRI0fQvn17pKen47vvvsPGjRsxefJkXLhwwXTMvXr1gs1mK3sdHR2NAwcOoLi4GN9//z2Kiopw6623mrZDEETVh8Q2giAIiYoOKSAIgiAIgvijwcW2ffv2oUaNGrjmmms0n3/33Xfo0qULAOZAq1mzJjp37qw55vvvv9cUWBgwYADsdrvmmC+//BKdO3dGixYtYLfbMWTIEHz66adl7cbGxnr0TdUOAHz11Ve46aabEBkZWXbdJk2aoEGDBmUCnq/UqlXLr/MJgqhakNhGEAQhoQopSEhIKJdwAoIgCIIgiD8aBQUFOHLkCLp37w673Y7i4mJcuXKl7PNjx47hvffew4MPPggACA4OhtPpxKVLl8qO2bp1K/bu3atxtqk4ceIEWrRoUfa6ZcuWOH78OPLz85Gbm4sbbrjBcr8/++wzj1/A7tq1CyUlJWjVqpXp+Z9//rnH6w4dOiA4OBgdOnRArVq1sGnTJsv9IQii6kJiG0EQhIQqpKC8wgkIgiAIgiD+aOzZswfBwcG4/vrrccstt6BBgwaYOnUqDh8+jM2bN+OOO+7A/fffjzvuuAMA0KNHD9SoUQNPP/00Dh8+jH//+9945JFHAEDjbFMhVvvk8AqmQUFBZe45K2zevFkT5nn69GmMHDkSy5cvt3T+Tz/9hKSkJOzfvx//+Mc/sHjxYkycOBEAEBYWhr///e+YMmUK3nzzTRw6dAiff/45VqxYYbl/BEFUHUhsIwiCkFCFFFRGOAFBEARBEER1ZO/evbj22msRGhqKevXqYf369di+fTuuv/76smIJq1evLjs+MjISGRkZWL9+Pbp27YqMjAw8/PDDaN++PRo0aGB4rRYtWuD48eNlr3/++WdERkaW9SEsLMxSn/Pz8wEA9erVAwAUFRXh3nvvxbRp0xATE2OpjZEjR+LixYu4+eab8fjjj2PChAkYM2ZM2eczZszAk08+iZkzZ6JTp04YPnw4Tp06ZaltgiCqFiGV3QGCIIiqhLchBf6GExAEQRAEQfzRGD9+PMaPH1/2OiYmBl999ZXhOQ8++GBZWGlJSQkGDBiA+++/3/RaN998M/73v//h+PHjqFu3LjIzMzFz5kw0bNhQ0wczNm3ahAEDBgBgbrmEhAQMHDgQ8fHxltuoUaMG0tPTsWzZMuXnQUFBeOaZZ/DMM89YbpMgiKoJOdsIgiAEvA0p8DecgCAIgiAIgjAmOzsb77//Pg4fPowvv/wSw4cPR25uLp566inNcYMGDcL999+PzMxMtGzZEl999RVCQkLw0ksvYcCAAbjhhhvw9NNPo2HDhobXU7Uj/oJ1x44deOedd7Bu3Tp0794d3bt3x7fffqtpY+nSpQgPD/d43x/Gjh2L8PDwgLVHEET5Qc42giAIAW9CCgIRTkAQBEEQBEEY88svv2Dq1Kk4fvw4mjZtittuuw1ffvmlRwgprzIqc/fdd+Puu++2fD1VO3/729+wZMkSAECfPn1QUlKie/5bb72FixcvAgBat25t+bpmpKamlgmMkZGRAWuXIIjAY3OpMkYSBEEQHmRlZWHJkiV47733AAAffvgh/vvf/2LWrFlwuVx48MEH0bFjR6SkpFRuRwmCIAiCIAiCIIhKg8Q2giAICwwaNAjffPMNLly4gAYNGuDDDz9ERkYGRo4ciejoaGzfvh39+vVD165dy85Zs2aNVxWuCIIgCIIgCIIgiKsfEtsIgiB8pGfPnvjiiy8QHBxc2V0hCIIgCIIgCIIgqggkthEEQRAEQRAEQRAEQRBEgKBqpARBEARBEARBEOXEqlWrYLPZsGvXLuXnf/rTn+BwODyOz83NtXyNnTt3IiUlBefOnfOvs38g3nnnHXTu3Bm1atWCzWbDnj17KrtLhqSmpuK6664zLMzwR2LFihVo0aIFLly4UNldIQglJLYRlYK3P3QAgMPhQEJCglfXoR88vMeXHzw++ugj2Gw2NGzYEEVFRcpjbDYbxo8fH+DeGuPLD6ucEydOICUlpVx+8LLZbLDZbLrrOTU1tewYX/peHqjm8u2330Z6enq5XC8hIcHjOyAQJCYmYvDgwQCARYsWwWaz4ZNPPtE9/vXXX4fNZsMHH3yge0xCQgLCw8MD3ld/yMrKgs1mQ1ZWVtl78fHxuOeeeyqtTwRBEIQ17rzzTuTk5HhVbXLnzp2YPXs2/cxrkV9//RXx8fFo164dPvnkE+Tk5OCaa66p7G7pcuLECcyfPx+pqakICqItPACMGjUKderUwfz58yu7KwShhJ5U4qrhww8/xIwZM7w6h37w8A5ff/BYsWIFAODMmTNYt25dOfeyYjhx4gRmz55dbr/ltNvtePfdd1FQUKB53+VyYdWqVahbt265XNdXVD/4l6fYVh7s3r0bq1evxty5cwEAI0aMQGhoKDIyMnTPWblyJRo3boy77rqrorpZbqSkpODjjz/G5s2bK7srBEEQhAGNGzdGr169EBoaWtld8Yrff/+9srtgmR9//BFXrlzBiBEj0L9/f/Tq1Qu1a9f2uh29XzIHmkWLFqF+/fr485//XCHXE6mq9zUkJASPPfYYFi1aVGX7SPyxIbGNuGq44YYb0K5du8ruhldcuXIFTqezsrthGV9+8Dh58iQyMzMxcOBAhIWFlQlvhDFDhw6Fy+XCP//5T837mzdvxpEjRzB8+PBK6pmaq/UHf5HnnnsON998M3r27AkAaNiwIYYOHYr169fj9OnTHsf/8MMPyMnJwciRI1GjRo2K7m7AadeuHQYPHoznnnuusrtCEARBGKByk//6668YM2YMWrVqhdDQUDRu3Bi9e/fGxo0bkZKSgqeffhoA0LZt2zJ3vOhu3r59O2699VbY7XbUrl0bMTEx+Pjjjz2uvX79enTt2hWhoaGIiorCokWLkJKSApvNpjmOv/fNN9/gvvvuQ0RERNnP6QcPHsTDDz+MDh06oHbt2mjRogXuuusufPvtt8o2/vvf/+L+++9HvXr10KBBAyQlJcHpdGL//v0YPHgw7HY7HA6HZQeT2VgTEhLQp08fAMDw4cNhs9kQGxtr2m5cXBz69u2Ljz/+GNHR0ahVqxYef/xxS33yh8uXL2PFihV48MEHNa42Pn+7d+/Gn//8Z9StWxf16tXDiBEj8Ouvv2ra8PaeqO6r0RrkHDhwAA8++CCaNGmC0NBQdOrUCa+88opyXD/88AMeeOABNG3aFKGhoWjdujVGjhxZJmBaud5DDz2E/2/vzuOirvY/jr8HZFFRXFBARfS6m1tCrplbYpZltuhtcelqZmYutNyozKWMtEJscbulZotSNzXrWkmWmUmmuFSarSouEKkpYAYC5/eHPyZHhtUZhoHX8/GYR3HmfM/3c77f7zDHD+f7PWlpafnG00B5QLINbuPi20hzc3P11FNPqVWrVqpatapq1aqlDh06aP78+ZJU5MAjNzdXc+fOVevWreXj46P69etr5MiROnLkiM1+jTF6+umnFRoaKl9fX4WHhys+Pl59+vSx+WLOu23r9ddf1wMPPKCGDRvKx8dHP//8s37//XdNmDBBbdu2lZ+fn+rXr69+/frpiy++sNnXwYMHZbFY9Oyzz2rOnDlq0qSJqlatqj59+lgTYY888ogaNGggf39/DR06VKmpqcU6fuvWrVP37t1VrVo11ahRQwMGDFBCQoL1/dIOPF577TVlZ2dr6tSpuummm7Rx40YdOnSowPqLFy9Wy5Yt5ePjo7Zt2+b7cvzzzz/14IMPqmnTpvL19VWdOnUUHh6ulStXlqg/BSnoduQLz+emTZt0xRVXSJLuuusu67UzY8YMa/0dO3bohhtuUJ06deTr66vLL79cb7/9dpH7z5N3/i6eVbV06VL17NnT7ozC+Ph4DRkyRI0aNZKvr6+aN2+ue+65R8ePH89Xt7iD5bzbe19//XW1adNG1apVU8eOHfXBBx/Y1Lt44N+nTx/973//06FDh6zHJ69te7cwSn9f38uXL8/XdqtWrayDshUrVtg9ZllZWXrqqaesn9l69erprrvuyjegtOe3337TmjVrNGLECJvyMWPGKCsrS2+99Va+bZYtWybp/K2nxbF37171799f1atXV7169TRx4sR8f2l9+eWXddVVV6l+/fqqXr262rdvr7lz5+rcuXM29fr06aN27dpp+/bt6tWrl6pVq6Z//OMfeuaZZ/I9q2X//v265pprVK1aNQUEBGj8+PH5ZkzmGTFihD755BP98ssvxeoTAMBxcnJylJ2dne9VnPXqRowYobVr1+qJJ57Qhg0b9Morr+jqq6/WiRMnNHbsWN1///2SpNWrVyshIUEJCQnq3LmzJOnzzz9Xv379dPr0ab366qtauXKlatSooeuvv15xcXHWfXz00Ue66aabVLduXcXFxWnu3LlauXKlXnvttQLjuummm9S8eXO98847WrRokaTzdwfUrVtXzzzzjD766CO9/PLLqlKlirp27aoffvghXxvDhg1Tx44d9e677+ruu+/WvHnzNHXqVN1444267rrrtGbNGvXr10///ve/C32sQ3H7Om3aNGsC6Omnn1ZCQoIWLFhQ5DnYtWuXfv31V0VGRmrcuHH68MMPrcfdmbZt26YTJ06ob9++dt8fOnSomjdvrv/+97+aMWOG1q5dq4EDB9qMLUp6Tuyd18KuQUnat2+frrjiCn333Xd6/vnn9cEHH+i6667TpEmTNHPmTJv29+zZoyuuuEJfffWVZs2apQ8//FDR0dHKzMxUVlZWsfYnSUFBQWrdurXdxDHgcgZwgWXLlhlJ5quvvjLnzp3L97r22mtNaGiozTahoaFm1KhR1p+jo6ONp6enmT59utm4caP56KOPTGxsrJkxY4YxxpjDhw+b+++/30gyq1evNgkJCSYhIcGcPn3aGGPMuHHjjCQzceJE89FHH5lFixaZevXqmZCQEPP7779b9xMVFWUkmXHjxpmPPvrI/Oc//zGNGzc2wcHBpnfv3tZ6n332mZFkGjZsaG655Razbt0688EHH5gTJ06Y/fv3m3vvvdesWrXKbNq0yXzwwQdmzJgxxsPDw3z22WfWNg4cOGAkmdDQUHP99debDz74wLzxxhsmMDDQtGzZ0owYMcL861//Mh9++KFZtGiR8fPzM9dff32Rx/vNN980kkxERIRZu3atiYuLM2FhYcbb29t88cUXxhhjfv75Z/Pyyy8bSebpp582CQkJZu/evUW23bJlSxMcHGyys7PNJ598YiRZz8GFJJmQkBDTtm1bs3LlSrNu3TpzzTXXGEnmnXfesda75557TLVq1UxMTIz57LPPzAcffGCeeeYZ8+KLL5aoP8b8fZ0dOHDAWnbxdZSnd+/e1vN5+vRp67aPP/649do5fPiwMcaYTz/91Hh7e5tevXqZuLg489FHH5nRo0cbSWbZsmVFHjNJ5r777jMbN240ksy+ffuMMcb88ccfxtfX1yxdutQ8++yz+WJfuHChiY6ONuvWrTOff/65ee2110zHjh1Nq1atTFZWlrXehx9+aDw8PEyfPn3MmjVrzDvvvGO6du1qmjRpYi7+tS/JNGnSxHTp0sW8/fbbZv369aZPnz6mSpUq5pdffinwWO7du9f07NnTBAUFWY9PQkKCMebvz8KF17Yxf1/fFx6jvHaHDBli3n//ffPGG2+Y5s2bm5CQEJvfATk5Oeaaa64x1atXNzNnzjTx8fHmlVdeMQ0bNjRt27Y1f/75Z6HHfMWKFTbH+sJ2Q0NDTadOnWzKs7OzTXBwsOnWrVuh7RpjzKhRo4y3t7dp3LixmT17ttmwYYOZMWOGqVKlihk8eLBN3alTp5qFCxeajz76yHz66adm3rx5JiAgwNx111029Xr37m3q1q1rWrRoYRYtWmTi4+PNhAkTjCTz2muvWeulpKSY+vXrm4YNG5ply5aZ9evXmzvuuMM0btzY7jn47bffjCTzwgsvFNkvAIBj5H3XFfa68DvP3vjFz8/PTJkypcB92Bs35OnWrZupX7++SU9Pt5ZlZ2ebdu3amUaNGpnc3FxjjDFXXHGFCQkJMZmZmdZ66enppm7duvnGD9OnTzeSzBNPPFFk/7Ozs01WVpZp0aKFmTp1ar42nn/+eZv6nTp1so7f85w7d87Uq1fP3HTTTYXuq7h9zRurXDgGLczBgweNJNO8eXOTlpZmLV+wYIG5/PLLTZUqVcz06dPtbrtz507TrVs3M3r0aNOoUSNTo0YN07VrV/Pll18Wa99z5swxkkxKSopNed7xu/CYGvP3OPmNN94osM2izom981rUNThw4EDTqFEj67+18kycONH4+vqakydPWsv69etnatWqZVJTUwtsr6j95bnjjjtMYGBgkfWAskayDS5R0kGHMfmTJIMHD873D+SLFTTw+P77740kM2HCBJvybdu2GUnm0UcfNcYYc/LkSePj42OGDx9uUy8hIcFIsptsu+qqq4rsf3Z2tjl37pzp37+/GTp0qLU8LxnRsWNHk5OTYy2PjY01kswNN9xg086UKVOMpHxfahfKyckxDRo0MO3bt7dpMz093dSvX9/06NEjXx+KO/DYvHmzkWQeeeQRY4wxubm5pmnTpiY0NNQ6mMkjyVStWtVmoJCdnW1at25tmjdvbi1r166dufHGGx3Sn9Im24wxZvv27QUmz1q3bm0uv/xyc+7cOZvywYMHm+DgYJu47MlLtuUdrwcffNAYY8zLL79s/Pz8THp6eqGDZmPOH+tz586ZQ4cOGUnmvffes75XksGyJBMYGGgzcExJSTEeHh4mOjraWmbvWF533XX5PqfGFD/ZlncuO3fubHO9HDx40Hh5edm0vXLlSiPJvPvuuzZt5p2nBQsW2D1Oee69915TtWrVfNelMX8PLHfu3Gkte//9940k85///KfQdo05n2yTZObPn29TPnv2bCPJbNmyxe52OTk55ty5c2bFihXG09PTZhDau3dvI8ls27bNZpu2bduagQMHWn/+97//bSwWi9m9e7dNvQEDBtg9B8YY07Bhw3y/0wAAzpP3HbpixQqzffv2fK8rr7yyyGRbXnLiySefNAkJCTZ/ZDOm4DFvRkaGsVgs+ca8xvydxPn++++t9e6///589fL+oHihvO/OPXv25Kt/7tw5M3v2bNOmTRvj5eVlM76/5ppr8rXxww8/2Gx/2223GYvFYs6ePWtT3r17dxMWFpZvfyXtqzElH/O+++67RpL573//a1O+Zs0as27dOnPLLbcUmGx7+umnzYwZM8zMmTPNoUOHTE5Ojlm+fLmpW7euOXPmTJH7njx5srFYLCY7O9umPO/47dixw6b83LlzpkqVKmbMmDE2ZSU5J/bOa2HX4NmzZ02VKlXM/fffn28Sxfr1640ks379emOMMWfOnDGenp5m3Lhxhfa7qGs+z9SpU43FYsk3LgdcjdtI4VIrVqzQ9u3b873ybmcsTJcuXbRnzx5NmDBBH3/8sdLS0oq9388++0yS8t1O2KVLF7Vp00YbN26UJH311VfKzMzUsGHDbOp169atwJUSb775ZrvlixYtUufOneXr66sqVarIy8tLGzdu1Pfff5+v7rXXXmvzTIY2bdpIOv+Q+gvllSclJRXQU+mHH37QsWPHNGLECJs2/fz8dPPNN+urr74q9UNF857PlnebXd4Km4cOHbIewwv1799fgYGB1p89PT01fPhw/fzzz9bbd7t06aIPP/xQjzzyiDZt2qSzZ8+WWX+K4+eff9b+/ft1xx13SJLNbSDXXnutkpOT7U7HtyfveL3++uvKzs7Wq6++qmHDhhW4smVqaqrGjx+vkJAQ6zUUGhoqSdbr6MyZM9qxY4duvPFGeXt7W7f18/Mr8CH/ffv2VY0aNaw/BwYGqn79+oXeDuwIeefy9ttvt7m9NTQ0VD169LCp+8EHH6hWrVq6/vrrbY55p06dFBQUlO+W1YsdO3ZM9erVy3cbrXT+VmEPDw+bW3qXLVum6tWrl+jZeXnXRJ7bb79d0t+/b6Tzt6DccMMNqlu3rjw9PeXl5aWRI0cqJydHP/74o832QUFB6tKli01Zhw4dbM7LZ599pssuu0wdO3a0u2976tevr6NHjxa7XwAAx2jTpo3Cw8Pzvfz9/YvcNi4uTqNGjdIrr7yi7t27q06dOho5cqRSUlIK3e6PP/6QMcbuyqYNGjSQJJ04ccJa78JxWh57ZXnstRsZGalp06bpxhtv1Pvvv69t27Zp+/bt6tixY75xnSTVqVPH5mdvb29Vq1ZNvr6++cr/+uuvAmMpbl9LY+fOnfLx8dG1115rU37jjTfq+uuvL/QcfvTRR7rmmmv0xBNPqHHjxvLw8NCoUaOUm5urn376qch9nz17Vl5eXvL09LT7flBQkM3PVapUUd26dW36WtJzYu8YFnYNnjhxQtnZ2XrxxRfl5eVl88o7ZnmPPfnjjz+Uk5OjRo0aFdrv4l7zvr6+MsYUem0ArkCyDS51KYOOqKgoPffcc/rqq680aNAg1a1bV/3799eOHTuK3Dbvy6egL+O89/P+W5KBh702Y2JidO+996pr165699139dVXX2n79u265pprij3oKKy8sC+Xovqam5urP/74o8DtC5Kenq533nlHXbp0Ub169XTq1CmdOnVKQ4cOlcVisbtQwsWDgQvL8uJ84YUX9O9//1tr165V3759VadOHd14443WwYiz+lNcv/32myTpwQcfzDeYmDBhgiTZfYZaQfKeOfb0009r586dGjNmjN16ubm5ioiI0OrVq/Xwww9r48aN+vrrr/XVV19JkvU6Ks1guW7duvnKfHx87F6bjpR3Lgu7LvL89ttvOnXqlLy9vfMd95SUlCKP+dmzZ/MN2vOEhoaqf//+euutt5SZmanjx4/rgw8+0K233mqThCxM3sDWXh/y+pmUlKRevXrp6NGjmj9/vr744gtt377d+tyYi493cc7LiRMninX8LuTr6+v0cwsAcKyAgADFxsbq4MGDOnTokKKjo7V69Wq7z6G9UO3ateXh4aHk5OR87x07dszadu3atWWxWKzjnAsVltCz90esN954QyNHjtTTTz+tgQMHWhcnKsn4qDSK29fSSExMVIcOHVS1atUSbZeenq4ff/zR+izgPPv379fZs2eLtfhbQECAsrKydObMGbvvX3x+srOzdeLECZtxREnPib3zWtg1WLt2bXl6emr06NF2J1Js377dmnSrU6eOPD098z0nuyT7u9DJkyfl4+NT4B+rAVep4uoAgNKqUqWKIiMjFRkZqVOnTumTTz7Ro48+qoEDB+rw4cOFrqKZ9+WTnJyc768qx44ds34R59UraOBhb3ZbQYOOPn36aOHChTblBT3E3JEu7OvFjh07Jg8PD9WuXbvE7a5cuVJ//vmnvv76a7vbr1mzRn/88YfNe/YGa3lleXFWr15dM2fO1MyZM/Xbb79ZZ7ldf/312r9//yX3x9fX1+4y7cePHy/WACyvTlRUVIHLr7dq1arIdvKEhITo6quv1syZM9WqVat8M7ryfPfdd9qzZ4+WL1+uUaNGWct//vlnm3qlHSw7Ul5S6+LjfPGALu9cFnZd5AkICFDdunX10Ucf2d1nUUmxgIAA7dy5s8D3x4wZo/j4eL333ns6duyYsrKyCkx82mNvYHvxtb127VqdOXNGq1evts5IlKTdu3cXez8Xq1u3brGO34VOnjxZ4MxcAED517hxY02cOFEbN27Ul19+KUnW1cIv/mNK9erV1bVrV61evVrPPfecNVmUm5urN954Q40aNVLLli1lsVgUHh6utWvX6rnnnrP+QTcjIyPfoklFsVgs+VYv/9///qejR4+qefPmpepzcRS3r6Wxc+fOAu9eKcwnn3yiPn362NyN8eeff2rEiBF6/PHHi5Ugat26tSTpl19+UYcOHfK9/+abbyosLMz689tvv63s7Gybhc4cfU4uvgarVaumvn37ateuXerQoYPN3RUXq1q1qnr37q133nlHs2fPLtb42941n+fXX39V27ZtS9wHwNlItqFCqFWrlm655RYdPXpUU6ZM0cGDB9W2bdsCBx79+vWTdD4JduFfmrZv367vv/9ejz32mCSpa9eu8vHxUVxcnE1i5auvvtKhQ4eK/Q9We19w33zzjRISEhQSElLi/pZEq1at1LBhQ7311lt68MEHrcnAM2fO6N1337Wu6FlSr776qmrUqKG1a9faDCCk8yt1PvTQQ3rzzTc1ceJEa/nGjRv122+/WWdY5eTkKC4uTs2aNbM7lTwwMFCjR4/Wnj17FBsbqz///POS+9OkSRN98803NmU//vijfvjhB5sv+4KunVatWqlFixbas2ePnn766eIcqiI98MADqlq1qm699dYC6+T18+LraPHixTY/V69e3WGD5aIUNPst73PxzTffaODAgdbydevW2dRr1aqVgoODtXLlSkVGRlr7eOjQIW3dutV6y4ckDR48WKtWrVJOTo66du1a4lhbt26tlStX6vTp03Znzt54442qW7euli5dquTkZLVs2bJYt7Nf6M0339SkSZOsP+etcJo32LV3Do0x+s9//lPS7lj17dtXc+fO1Z49e2xuJbW3uqp0Pil4+PDhfLfBAADKr9OnT6tv3766/fbb1bp1a9WoUUPbt2+3rh4qSe3bt5ckzZ8/X6NGjZKXl5datWqlGjVqKDo6WgMGDFDfvn314IMPytvbWwsWLNB3332nlStXWr+fZs2apeuuu04DBw7U5MmTlZOTo2effVZ+fn46efJkseMdPHiwli9frtatW6tDhw5KTEzUs88+W+Rtg45Q3L6WxJEjR5Samqrw8PASb5t3C2mec+fOadiwYWrbtq0effTRYrWRN4746quv7CbbVq9erSpVqmjAgAHau3evpk2bpo4dO9o8BudSz0lxrsH58+fryiuvVK9evXTvvfeqSZMmSk9P188//6z3339fn376qbW9mJgYXXnllerataseeeQRNW/eXL/99pvWrVunxYsXKzc3t8j9SecTqV9//XWJ/kAKlBWSbXBb119/vdq1a6fw8HDVq1dPhw4dUmxsrEJDQ9WiRQtJBQ88WrVqpXHjxunFF1+Uh4eHBg0apIMHD2ratGkKCQnR1KlTJZ2f5hwZGano6GjVrl1bQ4cO1ZEjRzRz5kwFBwfnSzIVZPDgwXryySc1ffp09e7dWz/88INmzZqlpk2bKjs72zkH6P95eHho7ty5uuOOOzR48GDdc889yszM1LPPPqtTp07pmWeeKXGb3333nb7++mvde++91sTlhXr27Knnn39er776qk2yLSAgQP369dO0adNUvXp1LViwQPv379eqVausdbp27arBgwerQ4cOql27tr7//nu9/vrrNkm0S+nPiBEjdOedd2rChAm6+eabdejQIc2dO1f16tWzqdesWTNVrVpVb775ptq0aSM/Pz81aNBADRo00OLFizVo0CANHDhQo0ePVsOGDXXy5El9//332rlzp955550SHc+IiAhFREQUWqd169Zq1qyZHnnkERljVKdOHb3//vuKj4/PV9dRg+WitG/fXqtXr9bChQsVFhYmDw8PhYeHKygoSFdffbX1cxMaGqqNGzdq9erVNtt7eHjoySef1NixYzV06FDdfffdOnXqlGbMmJHvNsh//vOfevPNN3Xttddq8uTJ6tKli7y8vHTkyBF99tlnGjJkiIYOHVpgrH369JExRtu2bbN7rH18fHTHHXfoxRdflDGmxJ8Lb29vPf/888rIyNAVV1yhrVu36qmnntKgQYOsSbsBAwbI29tbt912mx5++GH99ddfWrhw4SXd9jxlyhQtXbpU1113nZ566ikFBgbqzTff1P79++3W/+abb/Tnn3+qb9++pd4nAKBs+fr6qmvXrnr99dd18OBBnTt3To0bN9a///1vPfzww5LOf89FRUXptdde03/+8x/l5ubqs88+U58+fdS7d299+umnmj59ukaPHq3c3Fx17NhR69at0+DBg637ueaaa/Tuu+/qiSee0PDhwxUUFKQJEybo2LFjev3114sd7/z58+Xl5aXo6GhlZGSoc+fOWr16tR5//HGHH5uLFbevJZGYmChJpUq2bdiwQTNnzpR0PjE0cuRIeXp66tVXXy124i8kJES9evXSe++9p3HjxuV7f/Xq1ZoxY4YWLlwoi8Wi66+/XrGxsTazyy71nBTnGmzbtq127typJ598Uo8//rhSU1NVq1YttWjRIt8f+Tp27Kivv/5a06dPV1RUlNLT0xUUFKR+/fpZ4y5qf5K0adMmnT59Ot9zc4FywWVLM6BSy1tlafv27Xbft7fK4cWrSD7//POmR48eJiAgwHh7e5vGjRubMWPGmIMHD9psFxUVZRo0aGA8PDxsVufLyckxc+bMMS1btjReXl4mICDA3Hnnnebw4cM22+fm5pqnnnrKNGrUyHh7e5sOHTqYDz74wHTs2NFmJdHCVjXKzMw0Dz74oGnYsKHx9fU1nTt3NmvXrjWjRo2y6Wfeao3PPvuszfYFtV3UcbzQ2rVrTdeuXY2vr6+pXr266d+/f74lx4u7MlPeKqgXr4B4oUceecRIMomJicaYv1fgXLBggWnWrJnx8vIyrVu3Nm+++Wa+7cLDw03t2rWNj4+P+cc//mGmTp1qjh8/XuL+2FvNKzc318ydO9f84x//ML6+viY8PNx8+umn+VYjNeb8CpitW7e2rtp04SpTe/bsMcOGDTP169c3Xl5eJigoyPTr188sWrSo0GN34bEojL1Vxfbt22cGDBhgatSoYWrXrm1uvfVWk5SUlC82Y86vjtW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",
      "text/plain": [
       "<Figure size 1500x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "param['Mv_hlr_from_data'] = 'False'\n",
    "RA_pix, DEC_pix, r_exp, ell, pa, dist, mM, hp_sample_un, MV = gen_clus_file(param)\n",
    "\n",
    "Mv_DG, hlr_DG = read_ref_dg(param)\n",
    "Mv_GC, hlr_GC = read_ref_gc(param)\n",
    "\n",
    "hlr_pc = np.multiply(1.7, r_exp)\n",
    "\n",
    "show_plots(Mv_DG, Mv_GC, MV, hlr_DG, hlr_GC, hlr_pc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "573c6a1f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<thead>\n",
       "<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">    MV</th><th style=\"text-align: right;\">   dist</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  36.57</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">134.09</td><td style=\"text-align: right;\">  1.28</td><td style=\"text-align: right;\">64616.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  11.85</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">117.85</td><td style=\"text-align: right;\">-11.85</td><td style=\"text-align: right;\">96775  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.44</td><td style=\"text-align: right;\"> 0.07</td><td style=\"text-align: right;\">173.83</td><td style=\"text-align: right;\">-12.41</td><td style=\"text-align: right;\">10031.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.4 </td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">122.52</td><td style=\"text-align: right;\"> -8.61</td><td style=\"text-align: right;\">15721.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.66</td><td style=\"text-align: right;\"> 0   </td><td style=\"text-align: right;\">118.5 </td><td style=\"text-align: right;\">  0.26</td><td style=\"text-align: right;\">20332.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 437.35</td><td style=\"text-align: right;\"> 0.16</td><td style=\"text-align: right;\"> 50.15</td><td style=\"text-align: right;\"> -6.99</td><td style=\"text-align: right;\">71100.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 451.04</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">103.97</td><td style=\"text-align: right;\">-11.77</td><td style=\"text-align: right;\">36747.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.91</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">  8.8 </td><td style=\"text-align: right;\"> -3.15</td><td style=\"text-align: right;\">22538.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.51</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\"> 69.1 </td><td style=\"text-align: right;\"> -0.87</td><td style=\"text-align: right;\">25016.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.33</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">178.37</td><td style=\"text-align: right;\">-12.78</td><td style=\"text-align: right;\">81024  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  50.88</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 86.77</td><td style=\"text-align: right;\"> -5.84</td><td style=\"text-align: right;\">17386  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 683.12</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\"> 69.66</td><td style=\"text-align: right;\"> -8   </td><td style=\"text-align: right;\">14504  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.37</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">123.8 </td><td style=\"text-align: right;\">  0.33</td><td style=\"text-align: right;\">91833.9</td></tr>\n",
       "<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.22</td><td style=\"text-align: right;\"> 0.11</td><td style=\"text-align: right;\"> 50.78</td><td style=\"text-align: right;\">  1.25</td><td style=\"text-align: right;\">73440  </td></tr>\n",
       "<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.85</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 37.82</td><td style=\"text-align: right;\"> -7.11</td><td style=\"text-align: right;\">25106.6</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   2.09</td><td style=\"text-align: right;\"> 0.13</td><td style=\"text-align: right;\"> 46.14</td><td style=\"text-align: right;\"> -9.43</td><td style=\"text-align: right;\">10887.5</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.55</td><td style=\"text-align: right;\"> 0.06</td><td style=\"text-align: right;\">146.11</td><td style=\"text-align: right;\"> -7.77</td><td style=\"text-align: right;\">13010.3</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.35</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">133.9 </td><td style=\"text-align: right;\">-11.99</td><td style=\"text-align: right;\">15167.4</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.59</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\"> 17.7 </td><td style=\"text-align: right;\"> -9.63</td><td style=\"text-align: right;\">70416.8</td></tr>\n",
       "<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.64</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">112.02</td><td style=\"text-align: right;\">-12.04</td><td style=\"text-align: right;\">99678.8</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "'<table>\\n<thead>\\n<tr><th style=\"text-align: right;\">  HPX</th><th style=\"text-align: right;\">       L</th><th style=\"text-align: right;\">       B</th><th style=\"text-align: right;\">     RA</th><th style=\"text-align: right;\">    DEC</th><th style=\"text-align: right;\">  r_exp</th><th style=\"text-align: right;\">  ell</th><th style=\"text-align: right;\">    pa</th><th style=\"text-align: right;\">    MV</th><th style=\"text-align: right;\">   dist</th></tr>\\n</thead>\\n<tbody>\\n<tr><td style=\"text-align: right;\">18082</td><td style=\"text-align: right;\"> 99.4542</td><td style=\"text-align: right;\">-62.0894</td><td style=\"text-align: right;\"> 2.1094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  36.57</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">134.09</td><td style=\"text-align: right;\">  1.28</td><td style=\"text-align: right;\">64616.3</td></tr>\\n<tr><td style=\"text-align: right;\">18081</td><td style=\"text-align: right;\">102.307 </td><td style=\"text-align: right;\">-62.5593</td><td style=\"text-align: right;\"> 3.5156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  11.85</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">117.85</td><td style=\"text-align: right;\">-11.85</td><td style=\"text-align: right;\">96775  </td></tr>\\n<tr><td style=\"text-align: right;\">18062</td><td style=\"text-align: right;\">105.246 </td><td style=\"text-align: right;\">-62.9701</td><td style=\"text-align: right;\"> 4.9219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.44</td><td style=\"text-align: right;\"> 0.07</td><td style=\"text-align: right;\">173.83</td><td style=\"text-align: right;\">-12.41</td><td style=\"text-align: right;\">10031.5</td></tr>\\n<tr><td style=\"text-align: right;\">18061</td><td style=\"text-align: right;\">108.261 </td><td style=\"text-align: right;\">-63.3189</td><td style=\"text-align: right;\"> 6.3281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.4 </td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">122.52</td><td style=\"text-align: right;\"> -8.61</td><td style=\"text-align: right;\">15721.5</td></tr>\\n<tr><td style=\"text-align: right;\">18066</td><td style=\"text-align: right;\">111.343 </td><td style=\"text-align: right;\">-63.6033</td><td style=\"text-align: right;\"> 7.7344</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.66</td><td style=\"text-align: right;\"> 0   </td><td style=\"text-align: right;\">118.5 </td><td style=\"text-align: right;\">  0.26</td><td style=\"text-align: right;\">20332.4</td></tr>\\n<tr><td style=\"text-align: right;\">18065</td><td style=\"text-align: right;\">114.48  </td><td style=\"text-align: right;\">-63.8211</td><td style=\"text-align: right;\"> 9.1406</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 437.35</td><td style=\"text-align: right;\"> 0.16</td><td style=\"text-align: right;\"> 50.15</td><td style=\"text-align: right;\"> -6.99</td><td style=\"text-align: right;\">71100.8</td></tr>\\n<tr><td style=\"text-align: right;\">17982</td><td style=\"text-align: right;\">117.657 </td><td style=\"text-align: right;\">-63.9707</td><td style=\"text-align: right;\">10.5469</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 451.04</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\">103.97</td><td style=\"text-align: right;\">-11.77</td><td style=\"text-align: right;\">36747.5</td></tr>\\n<tr><td style=\"text-align: right;\">17981</td><td style=\"text-align: right;\">120.861 </td><td style=\"text-align: right;\">-64.0509</td><td style=\"text-align: right;\">11.9531</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.91</td><td style=\"text-align: right;\"> 0.03</td><td style=\"text-align: right;\">  8.8 </td><td style=\"text-align: right;\"> -3.15</td><td style=\"text-align: right;\">22538.5</td></tr>\\n<tr><td style=\"text-align: right;\">18018</td><td style=\"text-align: right;\">124.075 </td><td style=\"text-align: right;\">-64.0611</td><td style=\"text-align: right;\">13.3594</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.51</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\"> 69.1 </td><td style=\"text-align: right;\"> -0.87</td><td style=\"text-align: right;\">25016.8</td></tr>\\n<tr><td style=\"text-align: right;\">18017</td><td style=\"text-align: right;\">127.283 </td><td style=\"text-align: right;\">-64.0011</td><td style=\"text-align: right;\">14.7656</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.33</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">178.37</td><td style=\"text-align: right;\">-12.78</td><td style=\"text-align: right;\">81024  </td></tr>\\n<tr><td style=\"text-align: right;\">17998</td><td style=\"text-align: right;\">130.469 </td><td style=\"text-align: right;\">-63.8714</td><td style=\"text-align: right;\">16.1719</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">  50.88</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 86.77</td><td style=\"text-align: right;\"> -5.84</td><td style=\"text-align: right;\">17386  </td></tr>\\n<tr><td style=\"text-align: right;\">17997</td><td style=\"text-align: right;\">133.619 </td><td style=\"text-align: right;\">-63.6732</td><td style=\"text-align: right;\">17.5781</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\"> 683.12</td><td style=\"text-align: right;\"> 0.15</td><td style=\"text-align: right;\"> 69.66</td><td style=\"text-align: right;\"> -8   </td><td style=\"text-align: right;\">14504  </td></tr>\\n<tr><td style=\"text-align: right;\">18002</td><td style=\"text-align: right;\">136.718 </td><td style=\"text-align: right;\">-63.4078</td><td style=\"text-align: right;\">18.9844</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.37</td><td style=\"text-align: right;\"> 0.19</td><td style=\"text-align: right;\">123.8 </td><td style=\"text-align: right;\">  0.33</td><td style=\"text-align: right;\">91833.9</td></tr>\\n<tr><td style=\"text-align: right;\">18001</td><td style=\"text-align: right;\">139.754 </td><td style=\"text-align: right;\">-63.0774</td><td style=\"text-align: right;\">20.3906</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.22</td><td style=\"text-align: right;\"> 0.11</td><td style=\"text-align: right;\"> 50.78</td><td style=\"text-align: right;\">  1.25</td><td style=\"text-align: right;\">73440  </td></tr>\\n<tr><td style=\"text-align: right;\">17662</td><td style=\"text-align: right;\">142.716 </td><td style=\"text-align: right;\">-62.6843</td><td style=\"text-align: right;\">21.7969</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.85</td><td style=\"text-align: right;\"> 0.08</td><td style=\"text-align: right;\"> 37.82</td><td style=\"text-align: right;\"> -7.11</td><td style=\"text-align: right;\">25106.6</td></tr>\\n<tr><td style=\"text-align: right;\">17661</td><td style=\"text-align: right;\">145.594 </td><td style=\"text-align: right;\">-62.2311</td><td style=\"text-align: right;\">23.2031</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   2.09</td><td style=\"text-align: right;\"> 0.13</td><td style=\"text-align: right;\"> 46.14</td><td style=\"text-align: right;\"> -9.43</td><td style=\"text-align: right;\">10887.5</td></tr>\\n<tr><td style=\"text-align: right;\">17826</td><td style=\"text-align: right;\">148.383 </td><td style=\"text-align: right;\">-61.7208</td><td style=\"text-align: right;\">24.6094</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.55</td><td style=\"text-align: right;\"> 0.06</td><td style=\"text-align: right;\">146.11</td><td style=\"text-align: right;\"> -7.77</td><td style=\"text-align: right;\">13010.3</td></tr>\\n<tr><td style=\"text-align: right;\">17825</td><td style=\"text-align: right;\">151.077 </td><td style=\"text-align: right;\">-61.1565</td><td style=\"text-align: right;\">26.0156</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   1.35</td><td style=\"text-align: right;\"> 0.12</td><td style=\"text-align: right;\">133.9 </td><td style=\"text-align: right;\">-11.99</td><td style=\"text-align: right;\">15167.4</td></tr>\\n<tr><td style=\"text-align: right;\">17806</td><td style=\"text-align: right;\">153.672 </td><td style=\"text-align: right;\">-60.5412</td><td style=\"text-align: right;\">27.4219</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   3.59</td><td style=\"text-align: right;\"> 0.18</td><td style=\"text-align: right;\"> 17.7 </td><td style=\"text-align: right;\"> -9.63</td><td style=\"text-align: right;\">70416.8</td></tr>\\n<tr><td style=\"text-align: right;\">17805</td><td style=\"text-align: right;\">156.168 </td><td style=\"text-align: right;\">-59.8781</td><td style=\"text-align: right;\">28.8281</td><td style=\"text-align: right;\">-1.1937</td><td style=\"text-align: right;\">   0.64</td><td style=\"text-align: right;\"> 0.09</td><td style=\"text-align: right;\">112.02</td><td style=\"text-align: right;\">-12.04</td><td style=\"text-align: right;\">99678.8</td></tr>\\n</tbody>\\n</table>'"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('objects.dat') as f:\n",
    "    first_line = f.readline()\n",
    "\n",
    "table = tabulate.tabulate(np.loadtxt('objects.dat')[:][0:20],\n",
    "                          tablefmt='html',\n",
    "                          headers=(first_line[1:].split()))\n",
    "\n",
    "table"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
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