{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Démonstration Astropy\n", "\n", "Nous présentons ici quelques possibilités de la bibliothèque [Astropy](https://www.astropy.org/).\n", "\n", "**Référence:** cette démonstration est très largement inspirée de la partie `Astropy` du cours [Python Euclid 2016](https://github.com/aboucaud/python-euclid2016)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as N\n", "import matplotlib.pyplot as P\n", "try:\n", " import seaborn\n", " seaborn.set_color_codes() # Override default matplotlib colors 'b', 'r', 'g', etc.\n", "except ImportError:\n", " pass\n", "\n", "# Interactive figures\n", "# %matplotlib notebook\n", "# Static figures\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fichiers FITS\n", "\n", "Le format [FITS](https://fits.gsfc.nasa.gov/) (*Flexible Image Transport System*) constitue le format de données historique (et encore très utilisé) de la communauté astronomique. Il permet le stockage simultané de données -- sous forme de tableaux numériques multidimensionnels (spectre 1D, image 2D, cube 3D, etc.) ou de tables de données structurées (texte ou binaires) -- et des métadonnées associées -- sous la forme d'un entête ASCII nommé *header*. Il autorise en outre de combiner au sein d'un même fichier différents segments de données (*extensions*, p.ex. le signal et la variance associée) sous la forme de HDU (*Header-Data Units*).\n", "\n", "Le fichier FITS de test est disponible ici: [image.fits](image.fits) (données *Herschel Space Observatory*)\n", "\n", "### Lire un fichier FITS" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from astropy.io import fits as F\n", "\n", "filename = \"image.fits\"\n", "hdulist = F.open(filename)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`hdulist` est un objet [HDUList](https://docs.astropy.org/en/stable/io/fits/api/hdulists.html#hdulist) de type liste regroupant les différents HDU du fichier:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: image.fits\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 151 () \n", " 1 image 1 ImageHDU 52 (273, 296) float64 \n", " 2 error 1 ImageHDU 20 (273, 296) float64 \n", " 3 coverage 1 ImageHDU 20 (273, 296) float64 \n", " 4 History 1 ImageHDU 23 () \n", " 5 HistoryScript 1 BinTableHDU 39 105R x 1C [300A] \n", " 6 HistoryTasks 1 BinTableHDU 46 77R x 4C [1K, 27A, 1K, 9A] \n", " 7 HistoryParameters 1 BinTableHDU 74 614R x 10C [1K, 20A, 7A, 46A, 1L, 1K, 1L, 74A, 11A, 41A] \n" ] } ], "source": [ "hdulist.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Chaque HDU contient:\n", "\n", "* un attribut `data` pour la partie *données* sous la forme d'un `numpy.array` ou d'une structure équivalente à un tableau à type structuré; \n", "* un attribut `header` pour la partie *métadonnées* sous la forme \"`KEY = value / comment`\"." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " \n" ] } ], "source": [ "imhdu = hdulist['image']\n", "print(type(imhdu.data), type(imhdu.header))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Il est également possible de lire *directement* les données et les métadonnées de l'extension `image`:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " \n" ] } ], "source": [ "ima, hdr = F.getdata(filename, 'image', header=True)\n", "print(type(ima), type(hdr))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`data` contient donc les données numériques, ici un tableau 2D:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "class: ndarray\n", "shape: (296, 273)\n", "strides: (2184, 8)\n", "itemsize: 8\n", "aligned: True\n", "contiguous: True\n", "fortran: False\n", "data pointer: 0x7fc7b6551ec0\n", "byteorder: big\n", "byteswap: True\n", "type: >f8\n" ] } ], "source": [ "N.info(ima)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "L'entête `hdr` est un objet de type [Header](https://astropy.readthedocs.io/en/stable/io/fits/api/headers.html#astropy.io.fits.Header) similaire à un `OrderedDict` (dictionnaire ordonné)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "XTENSION= 'IMAGE ' / Java FITS: Wed Aug 14 11:37:21 CEST 2013 \n", "BITPIX = -64 \n", "NAXIS = 2 / Dimensionality \n", "NAXIS1 = 273 \n", "NAXIS2 = 296 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hdr[:5] # Les 5 premières clés de l'entête" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Attention:** les axes des tableaux FITS et NumPy arrays sont inversés!" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FITS: (273, 296)\n", "Numpy: (296, 273)\n" ] } ], "source": [ "print(\"FITS: \", (hdr['naxis1'], hdr['naxis2'])) # format de l'image FITS\n", "print(\"Numpy:\", ima.shape) # format du tableau numpy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### World Coordinate System\n", "\n", "L'entête d'un fichier FITS peut notamment inclure une description détaillée du système de coordonnées lié aux données, le [World Coordinate System](https://astropy.readthedocs.io/en/stable/wcs/index.html)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WCS Keywords\n", "\n", "Number of WCS axes: 2\n", "CTYPE : 'RA---TAN' 'DEC--TAN' \n", "CRVAL : 30.07379502155236 -24.903630299920962 \n", "CRPIX : 134.0 153.0 \n", "NAXIS : 273 296\n" ] } ], "source": [ "from astropy import wcs as WCS\n", "\n", "wcs = WCS.WCS(hdr) # Décrypte le WCS à partir de l'entête\n", "print(wcs)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "World: 30.31868700299246 -25.156760607162152\n", "Image: -3.211653165635653e-12 -1.0516032489249483e-12\n" ] } ], "source": [ "ra, dec = wcs.wcs_pix2world(0, 0, 0) # Coordonnées réelles du px (0, 0)\n", "print(\"World:\", ra, dec)\n", "x, y = wcs.wcs_world2pix(ra, dec, 0) # Coordonnées dans l'image de la position (ra, dec)\n", "print(\"Image:\", x, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualisation dans matplotlib\n", "\n", "Les tableaux 2D (*image*) se visualisent à l'aide de la commande `imshow`:\n", "\n", "- `cmap`: table des couleurs;\n", "- `vmin`, `vmax`: valeurs minimale et maximale des données visualisées;\n", "- `origin`: position du pixel (0, 0) ('lower' = en bas à gauche)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = P.subplots(figsize=(6, 6))\n", "ax.imshow(ima, cmap='viridis', origin='lower', interpolation='None', vmin=-2e-2, vmax=5e-2)\n", "ax.set_xlabel(\"x [px]\")\n", "ax.set_ylabel(\"y [px]\")\n", "ax.set_title(filename);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Il est possible d'ajouter d'autres systèmes de coordonnées via WCS." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import astropy.visualization as VIZ\n", "from astropy.visualization.mpl_normalize import ImageNormalize\n", "\n", "fig = P.figure(figsize=(8, 8))\n", "ax = fig.add_subplot(1, 1, 1, projection=wcs)\n", "\n", "# 10th and 99th percentiles\n", "vmin, vmax = VIZ.AsymmetricPercentileInterval(10, 99).get_limits(ima)\n", "# Linear normalization\n", "norm = ImageNormalize(vmin=vmin, vmax=vmax, stretch=VIZ.LinearStretch())\n", "\n", "ax.imshow(ima, cmap='gray', origin='lower', interpolation='None', norm=norm)\n", "\n", "# Coordonnées équatoriales en rouge\n", "ax.coords['ra'].set_axislabel(u'α [J2000]')\n", "ax.coords['dec'].set_axislabel(u'δ [J2000]')\n", "\n", "ax.coords['ra'].set_ticks(color='r')\n", "ax.coords['dec'].set_ticks(color='r')\n", "\n", "ax.coords.grid(color='r', ls='-', lw=2)\n", "\n", "# Coordonnées galactiques en vert\n", "overlay = ax.get_coords_overlay('galactic')\n", "\n", "overlay['l'].set_axislabel('Galactic Longitude')\n", "overlay['b'].set_axislabel('Galactic Latitude')\n", "\n", "overlay['l'].set_ticks(color='g')\n", "overlay['b'].set_ticks(color='g')\n", "\n", "overlay.grid(color='g', ls='--', lw=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tables\n", "\n", "Outre les tables FITS, `astropy` permet lire et écrire des [Tables](https://astropy.readthedocs.io/en/stable/table/index.html) dans de nombreux [formats ASCII](https://astropy.readthedocs.io/en/stable/io/ascii/index.html) usuels en astronomie (LaTeX, HTML, CDS, SExtractor, etc.).\n", "\n", "Le fichier ASCII de test est disponible ici: [sources.dat](sources.dat)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " name dtype \n", "------------ -------\n", " ra float64\n", " dec float64\n", " x float64\n", " y float64\n", " raPlusErr float64\n", " decPlusErr float64\n", " raMinusErr float64\n", " decMinusErr float64\n", " xPlusErr float64\n", " yPlusErr float64\n", " xMinusErr float64\n", " yMinusErr float64\n", " flux float64\n", " fluxPlusErr float64\n", "fluxMinusErr float64\n", " background float64\n", " bgPlusErr float64\n", " bgMinusErr float64\n", " quality float64\n" ] } ], "source": [ "from astropy.io import ascii\n", "\n", "catalog = ascii.read('sources.dat')\n", "catalog.info()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<Table length=5>\n", "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
radecxyraPlusErrdecPlusErrraMinusErrdecMinusErrxPlusErryPlusErrxMinusErryMinusErrfluxfluxPlusErrfluxMinusErrbackgroundbgPlusErrbgMinusErrquality
float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64
30.0736543481-24.8389847181133.076596062190.7873655230.0001372606561070.0001245628496670.0001372606561030.0001245628502740.07473780512410.07473780512410.07473780512410.0747378051241157.8620107756.554588998776.55458899877-0.004929628400450.002805639681090.0028056396810924.0841967062
30.0997563127-25.030193106118.88608369976.06083994280.0002005603561770.000181724294720.0002005603568130.0001817242921830.1090351192890.1090351192890.1090351192890.109035119289118.4486145937.175032678787.175032678780.002269226764570.003109589371870.0031095893718716.5084425251
30.2726211379-25.077158487424.948584751147.8033081570.0004959069325710.0004491618589740.000495906962350.0004491618376290.2695012036780.2695012036780.2695012036780.269501203678115.45231657517.285854602517.28585460250.01089949413260.006038009583340.006038009583346.67900541976
29.8763509609-24.7518860739240.583543382242.9691360030.0003637150863760.0003303008049470.0003637150704630.0003303008150230.1981830528160.1981830528160.1981830528160.19818305281695.202403409810.481946079610.4819460796-0.00131977654790.004660513068540.004660513068549.08251222505
29.8668948822-24.8539846811245.642862323181.7018958470.0003918711972690.0003555785811070.0003918711779110.0003555785849190.2133487010170.2133487010170.2133487010170.21334870101773.01012874688.653675627348.653675627340.01476266821410.003301552267130.003301552267138.43689223988
" ], "text/plain": [ "\n", " ra dec x ... bgMinusErr quality \n", " float64 float64 float64 ... float64 float64 \n", "------------- -------------- ------------- ... ---------------- -------------\n", "30.0736543481 -24.8389847181 133.076596062 ... 0.00280563968109 24.0841967062\n", "30.0997563127 -25.030193106 118.886083699 ... 0.00310958937187 16.5084425251\n", "30.2726211379 -25.0771584874 24.9485847511 ... 0.00603800958334 6.67900541976\n", "29.8763509609 -24.7518860739 240.583543382 ... 0.00466051306854 9.08251222505\n", "29.8668948822 -24.8539846811 245.642862323 ... 0.00330155226713 8.43689223988" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "catalog.sort('flux') # Ordonne les sources par 'flux' croissant\n", "catalog.reverse() # Ordonne les sources par 'flux' décroissant\n", "\n", "#catalog.show_in_notebook(display_length=5)\n", "catalog[:5] # Les cinq sources les plus brillantes du catalogue" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Histogramme des flux, avec [choix automatique](https://docs.astropy.org/en/stable/visualization/histogram.html) du nombre de *bins*:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import astropy.visualization as VIZ\n", "\n", "fig, ax = P.subplots()\n", "VIZ.hist(catalog['flux'], bins='freedman', ax=ax, histtype='stepfilled')\n", "ax.set(xlabel=\"Flux\", title=\"%d sources\" % len(catalog));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Après conversion des coordonnées RA-Dec de la table en coordonnées, on peut superposer la position des 5 sources les plus brillantes du catalogue à l'image précédente:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = P.subplots(figsize=(6, 6))\n", "ax.imshow(ima, cmap='gray', origin='lower', interpolation='None', vmin=-2e-2, vmax=5e-2)\n", "ax.set(xlabel=\"x [px]\", ylabel=\"y [px]\", title=filename)\n", "\n", "x, y = wcs.wcs_world2pix(catalog['ra'][:5], catalog['dec'][:5], 0)\n", "ax.scatter(x, y, color='r', label=\"Brightest sources\")\n", "ax.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quantités et unités\n", "\n", "Astropy permet de définir des [Quantités](https://astropy.readthedocs.io/en/stable/api/astropy.units.Quantity.html) *dimensionnées* et de gérer les conversions d'unités." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Vitesse de la lumière: 299792458 m / s = 306.601394 Mpc / Ga\n" ] } ], "source": [ "from astropy import units as U\n", "from astropy import constants as K\n", "\n", "print(\"Vitesse de la lumière: {:.9g} = {:.9g}\".format(K.c, K.c.to(\"Mpc/Ga\")))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "H0 = 70.0 km / (Mpc s) = 71.6 nm / (a km) = 71.6 Mpc / (Ga Gpc) = 2.27e-18 1 / s\n" ] } ], "source": [ "H0 = 70 * U.km / U.s / U.Mpc\n", "print (\"H0 = {:.1f} = {:.1f} = {:.1f} = {:.3g}\".format(H0, H0.to(\"nm/(a*km)\"), H0.to(\"Mpc/(Ga*Gpc)\"), H0.decompose()))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "100.0 micron = 2997.9245800000003 GHz\n", "1.0 mJy = 2.997924580000001e-16 erg / (Angstrom cm2 s) à 1.0 micron\n" ] } ], "source": [ "l = 100 * U.micron\n", "print(\"{} = {}\".format(l, l.to(U.GHz, equivalencies=U.spectral())))\n", "\n", "s = 1 * U.mJy\n", "print (\"{} = {} à {}\".format(s, s.to('erg/(cm**2 * s * angstrom)', \n", " equivalencies=U.spectral_density(1 * U.micron)), 1 * U.micron))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculs cosmologiques\n", "\n", "Astropy permet des calculs de base de [cosmologie](https://astropy.readthedocs.io/en/stable/cosmology/index.html)." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FlatLambdaCDM(name=\"Planck15\", H0=67.7 km / (Mpc s), Om0=0.307, Tcmb0=2.725 K, Neff=3.05, m_nu=[ 0. 0. 0.06] eV, Ob0=0.0486)\n" ] } ], "source": [ "from astropy.cosmology import Planck15 as cosmo\n", "print(cosmo)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA24AAAGiCAYAAACf5JWBAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMS4xLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvAOZPmwAAIABJREFUeJzs3XmcjeX/x/HX7KuZMRh0jX2UdZAt8ZVCkqgQScLXkkIhqSwpRZJKi5KlJNl/UmiTSotCm33f5846Y8wMs5w55/z+mDFfY0ZZZuacGe/n43Eec85939d1f85xnPt8zrV5OJ1ORERERERExH15ujoAERERERER+WdK3ERERERERNycEjcRERERERE3p8RNRERERETEzSlxExERERERcXNK3ERERERERNycEjcREbkqxhinMebBAj5ni8zzRhbkeUVERFzF29UBiIiIezPGzAZ6Zj60AxbwBTDKsqxYV8X1b4wx9wL9gXpAaaCHZVlzLzjmOWBsLsWrWpa1J9+DFBERuURqcRMRkUvxI1AWqAg8BnQC5rgyoEsQDKwHBvzLcQfIeG7n3/bna2QiIiKXSS1uIiJyKdIsyzqaeT/GGFMLGGeMCbjwQGPM40BvIApIAr4HhlqWdSRzfwvgO+B2YAzQgIzk6QnLsr44r54I4GXgTiAUOAi8bFnW+7mc0xN4E7gbaGNZ1jbLsj46b/8/PTf7ec9NRETELanFTURErkQyGdeQi/0AOByoDdwLlAcW5HLMZGACUAdYByw0xhQHyEwI12Tu6w7UAAYDZy+sxBjjDywGbgVutixr22U+l0hjTEzm7QtjzM2XWV5ERCTfqcVNREQuizGmBjAQWGdZVuKFrVmWZb1x3sP9xpiBwB/GGGNZlnXevucty/oys86ngV5AI+Ar4AGgEhBlWVZM5vH7cgmnODCPjCSymWVZpy7z6awno3VwGxACPAz8aIy5w7KsVZdZl4iISL5R4iYiIpeihTEmCfAC/IDVZCQ5OWR2hXyGjFayMP7Xu6MCGRObnPPXuTuWZR0zxtjJmEQEoD6w7byk7WJWktHNsrVlWcmX8XzOnffzCzb9mDlT5ZOAEjcREXEb6iopIiKXYh1QF6gO+FuW1dqyrBwtYMaY8sDnZCRT95Mxfq1D5m7fCw5Py+U8l3tdWk5GktfkMsv9k1/ImIRFRETEbajFTURELkXyJU6P3xAIAIacawEzxtS/gvP9DvzXGBP5L61uL5ExA+QKY8w9lmV9fQXnutCNwOE8qEdERCTPKHETEZG8tBtwAk8YYz4mY3KRZ6+gnvnACOAzY8wIYC9QGShpWdbC8w+0LGuyMcYGfGqM6XSu+6MxJpyMiVHOKW+MqQvEWZZ1KPOY14AVZLQQhgD9gNZkzE4pIiLiNtRVUkRE8oxlWZvImP3xYTIm/BgODLmCes4CtwBbyJiRcjswlYzWvNyOfwMYBiw1xpxLujoAf2beAMZn3h93XtGyZKxHtx34GrgBaGVZ1vLLjVlERCQ/eTidTlfHICIiIiIiIv9ALW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4uaUuImIiIiIiLg5JW4iIiIiIiJuTombiIiIiIiIm1PiJiIiIiIi4ua8XR3A1YiMjHT6+/vneb1OpxObzYavry8Adrsdh8OBj49PrsfbbDY8PT3x8vK6aB3npKam4uvri4eHxz/GYLfb8fDwwNPTE4fDgcPhwNu7YP65nE4nqampOJ1O/Pz88PT0zLYvJSUlx/ZzHA4Hqamp+Pv74+HhQVpaGk6nE6fTiY+PT7bX6Fx9NpsNp9MJgIeHR47XTETyX3JystOyLP2Y52by6zonInItKSrXuEKduPn7+7Nnz548r/fw4cOMGzeOGTNmALBq1So2bdrEE088kevxr776KtHR0bRu3fqidZzTuXNnPvzwQ4KCgv4xhtzqLCg2m42EhAReeOEFBgwYQLVq1bL2jRw5kt27d/PCCy9k237Oo48+yv79+1myZAlBQUGkpaXh6+tLUlIS9957L6tWrcp2/ODBg2nZsiX33HMPAOvXr6dBgwa5JoUikn+MMcmujkFyyq/rnIjItaSoXOP07fgytW3bNtf7n3zyCd27d6d79+4kJSUBcPToUfr27UubNm346aefstWTkpLC4MGDue++++jVqxeJiYlZ+5KTk1m0aBETJ07kscceY+3atYwbNw6ANm3aMHLkSG6//XZmz57N4MGDadWqFStWrABg48aNdO7cmXvvvZdp06Zd0XP08fGhRIkSObYfOnQIDw8PjDG5llu/fj3Vq1fPlpSeaz1LTk7m+uuvz3a83W7nzz//zEraABo1aoSnpyfbt2+nU6dOtG/fnlGjRl3R8xARERERKSoKdYtbfvr111/p3LkzAKdOneLOO+/8x+PLlSvHO++8w5w5c/j444+58847OXHiBEuWLOHMmTP07NmTZs2aZR0/f/58mjZtyv3338+nn37Kxx9/zIABAwAICAigS5cuWS1ua9euzSqXkJDAwIEDCQsLo169eqxduxYfHx/69OnDXXfdxYQJE5g5cyZhYWH07NmTTp06UapUqazyzz//PJs3b84W+3333UfXrl3/9TWZOnUqgwYN4tVXX811/8yZM3nttddYs2ZNtu2PPPIIa9euzZGAxcXFUbx48azH3bp149ixY8yYMYOKFSuyZMkSPDw86N27N/v27aNy5cr/GqOIiIiISFGkxO0ibrrpphxdJS90blwWQHR0NAB169Zl3rx5ANxwww34+fnh5+eH3W7PVnbXrl1s3LiRJUuWYLPZaNy48SXFFRoamtXiVblyZUqWLAlktOABbN++nb59+wIQHx/P33//nS1xGzt27CWd50IHDhwAMhLU3Pzyyy/UqFGD4ODgHPveffdd4uPjueuuu+jcuXNWN8jw8HDi4uKyjps/fz5DhgzBZrNldTVNTk7m4MGDHDt2TImbiIiIiFyzlLhdJi8vr6yukIcOHcravmXLFtq1a8fGjRupWLEikJGcpaWlcebMmRyTckRFRVG/fv2sVj2bzZZtv7e3Nw6HI8f5z5/UJLcJTmrUqMH06dMJCQnBbrfnGCt2pS1u27ZtY9euXXTv3p0dO3Zw4MABFixYwLlB89u2beOnn35iw4YNbN++nSFDhjBjxgxSU1Px8/MjICCA4ODgbPF4eXlx4403smTJkqzX4VyCO2fOHPr370/z5s3p1atXtiRZRORaZrPZiImJyfrBTuQcf39/IiMjLzqZmogUbkrcLlPPnj259957qVevHqVLl87a/vfff9OtWzc8PDx47733iI+Pp2zZsgwcOJBDhw7l6CbYvXt3RowYwcKFCwF4+OGHadWqVdb+pk2bMmHCBH7++WfuuOOOS45v5MiR9O3bF4fDgZ+fHzNnziQgICBr/6W2uPXo0YOtW7eyd+9eHnzwQbp27ZrVXXTIkCEMGDAAf39/3n77bTp06ECfPn3o06cPkDEBy5QpU4CMbpIJCQmkpaXx2GOP5TjPCy+8wLPPPsu8efPw8/OjfPnylCtXjtatWzN27FiioqJyTWBFRK5VMTExFCtWjIoVK/7rDMVy7XA6ncTGxhITE0OlSpVcHY6I5AOPwtySERUV5dRsWyIiV88Yc9ayrH+e7lYKXG7Xue3bt1OtWjUlbZKD0+lkx44dVK9e3dWhiLiVonKNK9Qtbmk2O8+8k322xmZ1DO2aViIlLZ3nZ/6ao0zLBuVp1ag8p5NSmThnQ479dzapxH/qGU6cSua1+b/n2H/vLVE0qlmGmOOJTF2yMcf+rq2up+71EeyzTjPj08059j/UtgbVK4WzfX8cc77YlmN/v7trU9mE8teu4yz8ZleO/QM71yEyohjrtx7lkzU5k9Zh3epTqngAP/5p8fkv+3Psf/qhhoQG+/HN+kOs/u1Qjv1j+96Ev683K3/ez08brRz7X3o0Y4KVpd/tYcP2o9n2+fp48Xy/JgAsWLWTjbtPZNtfLNCXkb0aAfDhym3sOBiXbX/J0ACe6F4fgBnLNrPv79PZ9ptSwQy6ry4Aby/+C+tEUrb9la8Lpd89tQF49ePfOXk6+8yv1SqE07NdDQAmzF5P4tm0bPvrVC3F/a1vyHgdZvxCmi37uMSG1cvQ8dYogBzvO9B7T++9wv3ek8JFSZvkRu8LkaJNywGIiIjIZalatWqe1zlnzhwWL16cp3V26NAByFhb9ZNPPrmqujp37szGjRk/mvXo0YPTp09f9NgZM2aQnFwklo0SETeirpIiIpLn3UiMMUHAO0Aa8L1lWR/nVd3Xkot1lXR1V7iqVauye/dul8ZwOdauXcu0adOYM2fOFdfRuXNnxowZQ506df712MaNG/PFF18QHh5+xee7Uu7w/hBxN0Wlq6Ra3ERE5JIYY943xhw3xmy5YPsdxpidxpg9xpinMzd3BJZYltUP6FDgwUqBGzJkCCtWrMh6fK5Vbu3atXTq1InevXvTpEkTJkyYwNKlS2nXrh0tW7bMWm7m1VdfZdq0aUBGkjR+/HjatWtHs2bNWLduHZCx9M3QoUNp2bIlt99+Oz///DMAO3fupF27drRu3ZpWrVqxb9++bDFMmDCB9evX07p1a6ZPn07Hjh3ZsuV/b+N77rmHrVu3Zns+ycnJPPLII9xyyy306dMn2yyejRs3Ji4ujrNnz9KjRw9atWrFbbfdxqeffsqsWbM4duwY9913X9aMyU8//TRt27bl1ltvZfLkydnqmTx5Mm3atKFly5acS9LPnDmT9TxbtWrFypUrAVizZg3t27enTZs29O/fnzNnzlzNP5mIFDKFeoybiIgUqNnA20BWs4UxxguYCrQGYoANxpjPgEjg3GDL7IP2JM88++yzbNuWc8zq1ahRowbjxo3L0zq3bdvG999/T1hYGDfffDPdunVj5cqVzJw5k/fffz/X86Wnp7Ny5UpWr17Na6+9xsKFC5k9ezYeHh6sXr2aPXv20K1bN3788Uc++ugj+vTpQ8eOHUlLS8uxdurIkSOztbiFhYWxaNEiatWqxd69e0lNTaVmzZrZysyZM4eAgADWrFnDtm3bcp3h+bvvvqNMmTJ89NFHACQkJBASEsL06dNZvHhxVovbU089RfHixbHb7XTt2pVt27ZRo0bGuNfw8HC++uorZs+ezbRp05g8eTJTpkyhWLFirF69GshYlzUuLo433niDhQsXEhgYyNSpU5k+fTpDhw69yn8dESksrskWN4fNRlr8adLPnMGRlqY1wkSkUEu12YlLuOo1vbyNMb+dd+t/4QGWZf0AxF2wuRGwx7KsfZZlpQELgLvJSOIiM4+5Jq81FzLGtDDG/GiMmWaMaeHqeApSnTp1KF26NH5+flSoUIFbbrkFgGrVqhETE5NrmXNL0ERHR2cds2HDBjp27AhkrIcaGRnJvn37qF+/Pm+99RZTp04lJiYm2zI4uWnfvj2rV6/GZrOxcOFCunTpkuOYdevWZZ2rRo0auXY/rFatGj/88APjx49n3bp1hISE5Hq+5cuX06ZNG9q0acPOnTuzdTNt27Zt1vM8fPgwAD/++CO9evXKOiYsLIzff/+dXbt2cffdd9O6dWsWL1580ddOpKjZv39/jjWP85ox5oAxZrMx5i9jzG+Z28KNMauMMbsz/xa/SNmemcfsNsb0zK8Yr8kWt9Obt7Dt+RezbfPw8cHT1wdPH9/Mvz54+vrmvPn54ennh5ff+ff98PT3w8vPP+Ovv3/GLcAfT39/vAIC8PL3x1MLYorIJbA7nCQkpRKXkMKpxFROJaQQn5RKfGIq8UmpJJxJIyEpjYQzqSSctZFms+Pl6cEnk9pfzaxy6ZZlNbiCcgY4fN7jGKAx8CbwtjGmHbD8SoNyd8aY94G7gOOWZdU6b/sdwBuAFzDTsqyJgBNIAvzJeJ2uWl63jF0Nb2/vrHU3HQ5Hti9Zvr6+Wfc9PT2zHnt6epKenp5rfeeO8fLyuugx55xbX3X16tX06NGDl19+mWbNml30+ICAAP7zn//w1VdfsXz5cr744otLe5IXqFKlCl9++SXffvstkyZNolmzZjlawA4dOsR7773HypUrCQsLY8iQIdm6Xfr5+WU9zwtbCs/ndDpp3rw577zzzhXFKlJYbdq0iW7dunHvvffy4osv/nuBq3OrZVknz3v8NLDasqyJmUMBngaeOr+AMSYcGAs0IONz/ndjzGeWZZ3K6+CuycQtINJQuX9fHOk2nLZ0HGlpOGy2jFuaDafNlrHtvJvt9GkcaWnYU1NxpKbhSE3FnpoKl7E4tIePD96BAXgFBOIVGIBXYCDegYEZf4PO/Q3COzgI7+BgvIKC8ClWDO/gYLyLBePp56epfkUKOafTSeJZG8fjznLs1FlOnErmRHzG37jTKZw8ncypxFQcjpw9AQL8vAgN9iM0yI8SYf5UMiEUC/QlJMiXYoG+OBxOvLzc4zPCsqwzQG9Xx1EAZnPp3Ud/tCxrjTGmNPAa0L3gw80/kZGRbN68mQ4dOvD111/ny6/jjRo14pNPPqFZs2bs3bsXy7KoUqUKBw8epEKFCvTp0wfLsti+fXu2xC04ODjHeLAHHniAXr160ahRI8LCwnKcq3HjxixbtoxmzZqxY8cOtm/fnuOYo0ePEhYWRqdOnQgJCWH+/PlZ50tKSiI8PJzExEQCAgIICQnhxIkTfPfddzRp0uQfn2fz5s2ZPXt2VmIeHx9P/fr1GTVqFPv376dSpUqcPXuWI0eOUKVKlct+HUUKi99//50HH3yQkJAQ+vXr54oQ7gZaZN7/EPieCxI3oA2wyrKsOABjzCrgDmB+XgdzTSZu/hERlG3X9qrrcTqdONPTM5K4lFTsKSk4UlKwp6ZgT864OVKSsaece5yM/exZ0s8mZ91PPXGC9DNnM7afOQP/0G3Tw8cnI5ErFoxPaCjexYrhExqCT2ho1l/fsDB8iofhExqGd+A/dxURkfzhdDo5nZSGdSIJ60QSf59I4kjsGY6ePMuR2DMkp2ZvPfD39aJU8QBKhAZQt3QpSoQGEF7Mj/BQf4qH+BMW7EdYMT/8fd3yI9sCyp33ODJz2zXBsqwfjDEVL9ic1X0UwBizALjbsqxzg9FOAX4FF2XeS05Opn79+lmP+/fvT/fu3enduzetWrXi1ltvJTAwMM/P27NnT5555hlatmyJl5cXr7/+On5+fixfvpz/+7//w9vbm4iICAYPHpytXPXq1fH09KRVq1Z06dKF/v37Ex0dTXBwMF27ds31XA899BDDhg3jlltuoWrVqkRHR+c4ZseOHbz44ot4eHjg4+PDSy+9BED37t3p3r07pUuXZsmSJdSqVYvmzZtz3XXX0bBhw399no8//jgjR47ktttuw9PTk2HDhnHnnXfy+uuvM3DgQNLSMtaCHDFihBI3KbJ+/fVXHnroIUqVKsWiRYswxuT3KZ3A18YYJ/CeZVnTgdKWZR3J3H8UKJ1Ludx6nuRLsFoOwI04HQ7sKSmkJyWRnnQG+5kzpCclYUtMIj0xkfTERGyJiaQnJGJLSMCWkIjt9GnsF5lVytPfH9+wMHzDi+MbHp7xt0QJfEuUwK9kxs03PBwPL68CfqYiRcfppFQOHk3gwN8JHDqWyKGjicQcTyTx7P9aG7y9PCkdHkjZkkGUKRFI6fAgSocHUjo8kIjiAQQF+Li8Nf1Sp0rOTFJWnOsWaIzxBnYBLclI2DYAD1iWtfWilRQxubwmnYE7LMvqm/m4BxndR78l45fZMOBdy7K+v0h9/YH+AD4+PvXPzbp4jqZ7zxtHjx6lc+fO/PDDD3h6Fp1hmHp/SFHwww8/0Lt3byIjI1m4cCFlypS5qvqMMWn8b8IsgOmZidn5xxjLsixjTASwChgMfGZZVth5x5yyLKv4BeWGA/6WZb2Y+XgMkGxZ1mTymFv+fHut8vD0xDuz+yQRl17OkZ5OekIiafHx2OLjscWfzrh/6hRpp06RFneKpH37SNsQhyM1NXthT098w8PxK1US/4gI/CJK4V86Ar/SpfEvUxq/EiWU2Ilkij2dzK5D8ey14tlnnWZvzOlsk4IUC/SlfJliNK1jKBcRjIkIxpQKplTxQLw83aML49Uwxswno8tISWNMDDDWsqxZxphBwFdkjOd6/1pK2i6HZVlLgaWXcNx0YDpk/ECZ33FdixYvXszLL7/M2LFji1TSJlIUrF69mn79+lG5cmXmz59PqVKl8qLafx3HbVmWlfn3uDHmEzJ6TxwzxpS1LOuIMaYscDy3ovyvOyVk9Dz5Pi+CvpAStyLA09s7s1Ut14lusjidTuxnzpIaG0tabCypJ0+SeuLc7QQJ23eQ+uNP2cbteXh74xcRQcB1ZfEvW5aA68oSEGkIMAbf8OIubyUQyS9pNjt7YuLZcSCOHQdPsevQKWJPZyRpnh5gIooRXbUklcqGUum6ECqWDSGsWNEeh2pZVreLbP8c+LyAw3Fn13T30cLgvvvu47777nN1GCJyga+++oqHH36YatWqMW/evAJbxN4YEwR4WpaVmHn/dmAc8BnQE5iY+ffT3MIGJpw34+TtwDP5EacSt2uIh4dH5sQnQQRVKJ/rMU67ndSTsaQcO0bK0aOkHMm4JR85wunNW7K12HkFBBAQGUlg+XIElosksEJ5AitUUEInhVJKajrbDsSxZe9Jtu6LZdeheNLtGT9ilC0RRO0qJalaLoyq5YpTyYS463gzcQ8bgKrGmEpkJGz3Aw+4NiQREfe2fPlyBg0aRO3atfn4448JDQ0tyNOXBj7JHEfnDcyzLOtLY8wGYJExpg9wEOgCYIxpAAywLKuvZVlxxpgXyPjsBxh3bqKSvKYxbnLJnE4nabFxJFsWyTEWZ2NiSD4cw9nDMdji47OO8y5WjKBKFTNulSsRXLkyAeY6dbkUt+JwONkTE8+fO4/z1+4T7DgQR7rdiaenB1GRodSsXJIalcKpViGcsGKFeh6JS3KpY9wku/O7jwLH+F/30TuBKfyv++j4y6y3PdDe19e33/79+7Pt0xgm+Sd6f0hhtHTpUh5//HEaNGjAnDlzKFasWJ7WX1SucfrJWC6Zh4dH1qQmYXWyz65lS0jg7MFDnDl4iLMHDnLmwAGOfvEVjsyZrzz9/QmuXImgKlUodsP1FLu+Kn4RpdQyJwUqKdnGHzuOsWHbMf7YeZyEM2l4eECl60Lp8J8q1KlaiuqVwgnw00ejXJr86j5qWdZyYHlUVJRL5r8WESkoCxcu5IknnqBJkyZ8+OGH+TIjbVGhbyeSJ3xCQgitXYvQ2lnrz+K020m2LJL27iNpz16Sdu/l2Fdfc2T5iowyxcMIqXYDxapVI6R6NYKqVMbTW29JyVtxCSn8sulvftlyhC17Y7E7nIQE+XJjtQjq3xBBvRsiCA0u+i1qIiIi7mbu3Lk89dRT3HLLLcyaNYuAAC1l9U/0LVnyjYeXF4HlyxNYvjwRt7YAMmbAPHvwEIk7d5G4cyeJO3YS+8s6IKNVLqTaDYTUrEFodG2Co6ookZMrcioxhZ/++pufNlpsPxCH0wmREcHcc0sVGtcsy/UViheJWR5FXOnLL7+kT58+rFmzhqioqHw5R9WqVdm9e3ee1LV27VqmTZvGnDlz+Prrr9m1axeDBg3K9dgtW7Zw7NgxWrZsmSfnFpGcPvjgA0aPHk3Lli2ZPn06/v7+rg7J7elbsRQoT29vgqtUJrhKZcreeQcAaXGnSNi+g4StWzm9dRuHPp4PH8/H09+f0Fo1Catbh7B6dTPGyalrpVxESmo6azcfYc0fMfy1+wQOh5OKZUN4oE01bq5dlvJlQlwdosglO2+Mm6tDuahly5bRqFEjli1bxvDhw10dDk6nE6fTeUnT+99+++3cfvvtF92/detWNm3apMRNJJ+89957jBs3jjvuuIN3330Xd/6scydK3MTlfMOLU7JpE0o2bQJkjJc7vXkrpzdvJn7jJk799jsAfhERFK9/I8Ub3Eho7Vp4+al727XO6XSybX8cqzcc4qeNFsmpdkqHB9L5tqo0r2eooGRNCil3H+N25swZNmzYwKJFi+jVq1dW4rZ27Vpee+01ihcvzs6dO4mOjuatt97Cw8OD1atX8/zzzxMYGEjDhg05ePAgc+bM4dVXXyUoKIgBAwYAcNttt/Hhhx9Srly5bOfr3bs3p0+fJj09nREjRtCmTRsOHz7MAw88QL169di8eTMfffQRkZGRWeW+++47xo4dS0BAAI0aNcravnDhQjZt2sT48eNZvnw5r7/+Op6enoSEhLBgwQImT55MSkoK69evZ9CgQZQvX55nn32W1NRU/P39ee2114iKimLhwoWsWrWK5ORkDhw4QNu2bRk9enTWuSdOnIjdbic8PJxFixZx9uxZRo8ezc6dO7HZbDzxxBO0adOmIP7JRNzG1KlTmTBhAnfddRdvv/02Pj4+rg6p0FDiJm7HJyQkWyKXcuwYp/74i/g//+T4d99z9Isv8fT1JaxeHUrc1JjiDRrgE5K3sw+Je0s6m8a3vx/my18OcvhYIv6+XjSrY2jVqDw1KoWrZfbKeBljpgPLM5MGKSQ6d+6cY9tdd91Fr169SE5OpkePHjn233fffXTt2pW4uDj69++fbd+SJUv+9ZxfffUVLVq0oEqVKhQvXpxNmzYRHZ0xadWWLVv49ttvKVOmDHfffTcbNmwgOjqap556iqVLl1K+fHkeffTRy3qOfn5+zJo1i2LFihEXF0f79u2zWsz279/PlClTqF+/frYyKSkpPPnkkyxatIhKlSplJYYXmjJlCh9//DFly5bl9OnT+Pr6MnyTTAj3AAAgAElEQVT48KzEDiAxMZFPPvkEb29vfvjhB15++WVmzJgBZLTOffXVV/j6+tK8eXN69+6Nv78/Tz75ZNbzPXXqFABvvPEGTZs25bXXXuP06dO0a9eO//znP5qMQa4Zr7/+OpMnT+aee+7hjTfewFtDYi6LXi1xe/6lS1O2bRvKtm2DIy2N01u2cuq334ldt4G4dRvA05PQWjUp2fRmSjRpjE/BrvshBejgkQSW/7SP736PIc1m5/ryYTzWpS7N6hrNBHn17JZl9f/3w0Qyukn27dsXgLvvvptly5ZlJW5169bluuuuA6BmzZocPnyYwMBAKlSoQPnyGWuI3nPPPcydO/eSz+d0Opk4cSLr1q3Dw8ODo0ePcuLECQAiIyNzJG0Ae/bsoXz58lSuXBmATp065XrOBg0aMHToUNq3b0/btm1zPX9CQgJDhgxh//79eHh4YLPZsvY1a9aMkJCM1v3rr78ey7KIj4/npptuynq+xYtnrMv7ww8/sGrVKqZNmwZAamoqlmVRtWrVS34tRAojp9PJ5MmTmTJlCp07d+a1117DS8tEXTZ905FCxdPXl+I31qP4jfWo1K8PZ/buI/aXXzm59lf2vvsee9+bQVh0bUo2b0aJJjfhrV8xCz2Hw8nvO46xbM1eNu05ia+3Jy3ql+POmytSJTLM1eGJuNw/tZAFBAT84/7w8PBLamE736lTp/j555/ZsWMHHh4e2O12PDw8GDNmDEC2sSpeXl6kp6f/Y31eXl44HI6sx6mpqTmOWbp0KbGxsXzxxRf4+PjQuHHjrOOutrXq5Zdf5o8//mD16tW0bduWL774Iscxr7zyCjfffDOzZs3i8OHD2Vo5z3++np6e//h8nU4n06dPz7fJXETc0bkfXt5++226devGyy+/rKTtCrlN4maMqQyMAkIty8rZ70PkAh4eHgRHVSE4qgrlH3yAswcOcvKnnznx40/seXMq+6bNILxRQyJa3kpYnWgtAF7I2NIdrPkjhk/W7OHQ0URKhvrTs10Nbm9cgZAgDWKWos2dJydZuXIlnTp1YtKkSVnbOnXqxLp16y5apkqVKhw8eJDDhw9Trlw5Pvvss6x95cqV45tvvgFg8+bNHDp0KEf5xMRESpYsiY+PDz///DMxMTH/GmdUVBSHDx/mwIEDVKxYkWXLluV63IEDB7jxxhu58cYb+e677/j7778JDg4mKSkp2/nLlCkDwKJFi/713PXr12fkyJEcOnQoq6tk8eLFueWWW/jggw948cUX8fDwYMuWLdSqVetf6xMprJxOJy+++CLTpk3jwQcf5KWXXrqkCYQkd/mauBlj3gfuAo5bllXrvO13AG8AXsBMy7ImWpa1D+hjjLm8n/5EyEjigipVJKhSRco/+ACJO3dx4vsfOPnTT5z86Wd8S4QTcWsLSrduiX/mxVfcU5rNzqr1h/i/73Zz4lQyFcuGMOyBG/lPXYO3lz7s5drgzpOTLFu2jIEDB2bbduedd7Js2TI6dOiQa5mAgAAmTJhA9+7dCQwMpE6dOtnKLlmyhFtvvZV69epldW08X8eOHenZsyctW7YkOjr6klqs/P39mTRpEg899BABAQE0btw4WzJ2zosvvsj+/ftxOp00a9aMmjVrYoxh6tSptG7dmkGDBvHII48wZMgQ3njjjUuaabJEiRJMmjSJvn374nA4KFmyJAsWLGDIkCGMHTuWVq1a4XA4KFeuHHPmzPnX+kQKI6fTydixY5k1axa9evXK+sFCrpyH0+nMt8qNMc2BJGDOucTNGOMF7AJaAzHABqCbZVnbMvcvudQWt6ioKOeePXvyJXYpGhw2G3EbfuP46u849cef4HAQVrcOZe64nfBGDdUK50Zs6Xa+/OUgS77dRVxCKtUrhtOl1fXUrxahD/oCYIw5a1lWkKvjkOxyu85t376d6tWruyiiK3fmzBmCgoJwOp2MHDmSSpUq5ZgYRa5eYX1/SNHidDoZM2YMH3zwAX369OH555936bW8qFzj8rXFzbKsH4wxFS/Y3AjYk9nChjFmAXA3sO1S6jTG9Af6A5o+VP6Vp48PJW9uQsmbm5B6MpZj36zm2NffsGPiK/iWLEnZtm0ofXsrfEI0bbyrpNsdrN5wiAWrdnEyPplaVUrwRPf61K5SUgmbSBHy8ccfs3jxYmw2G7Vq1cp1tksRKfwcDgcjR47ko48+4uGHH2bMmDG6nucRV4xxM8Dh8x7HAI2NMSWA8UA9Y8wzlmW9lFthy7KmA9Mh45fI/A5Wig6/kiUof38Xyt3XibjffufIis85+NHHHFqwiIhbb+G6u9sTeN76P5K/nE4nazcdYc7n2/j75BluqFCcIV3rEV1VCZtIUdS/f3+1sIkUcQ6Hg6eeeop58+YxcOBAnnnmGV3T85DbTE5iWVYskPsiKyJ5yMPLixKNG1GicSPOHjrM3ys+58R333Ps628o3rA+kZ06ElK9mqvDLNK27ovlg+Vb2XnoFOXLFGPMfxvTsEZpfbiLiIgUUna7nSeffJKFCxfy2GOPMWLECF3X85grEjcLKHfe48jMbSIFLrB8OaIefZgK3e/nyBdfcWTlF2x+ehQhtWoS2bkjYXXr6EMnDx0/dZbZK7bx418W4SH+PNalLrc1LI+Xp15jkfP926ySTqdTn02SQ37OWyDyT+x2O8OGDWPJkiUMHTqUJ554Qp9R+cAVidsGoKoxphIZCdv9wAMuiEMki09oKOXv74K5pwPHVn2D9cmnbHvuBYKvr0r5bl0Jq1dXH0BXIdVmZ+m3u1ny7W7w8KDb7TfQsUUU/lo0WyRX/zSrpL+/P7GxsZQoUUKfS5LF6XQSGxuLv7+/q0ORa4zdbmfIkCEsXbqU4cOHM3ToUFeHVGTl93IA84EWQEljTAww1rKsWcaYQcBXZCwH8L5lWVvzMw6RS+Xl78917e+izB1tOP7d98QsWsK251+kWLUbKN+9G2HRtV0dYqHz2/ZjvPfJJo7GnuU/dQ297qpBRHEtjC5ypSIjI4mJieHEiROuDkXcjL+/P5Eaqy0FKD09naFDh7J06VJGjBjB448/7uqQirR8XQ4gv2k5AMlvDpuNY9+sJmbx/5EWG0fYjfWo0KM7wZUruTo0txd7Opn3PtnML5uPEBkRzICO0dSpWsrVYclFFJWpkosaXedExF2lp6fz+OOPs2zZMp5++mkGDx7s6pAuqqhc4wplP6V/6/svklc8fXwo2/YOIm67laOff0nMkqVsHDqcUi2aU6HHg/iVLOHqEN2Ow+Hkq18PMHvlNtLTHTx0Z3XuuSUKH28tni0iIlIUpKenM3jwYD777DNGjhzJwIEDXR3SNUEtbiKXIT3pDDFLP+Hvz1bg4eGBufduTMd78NKYAgD+PpHEm4v+Yuu+WKKjSjLwvjpcVzLY1WHJJTDGpAJzgOWZ46vEDeg6JyLuxmazMXjwYJYvX87o0aN55JFHXB3Sv1KLm8g1yDs4iIoPPUiZNrdzcM5cDi9czLFvVlOpT29K3Nzkmp0owOFwsuKnfXz4+XZ8vD15vGtdWjYsf82+HoWU3bIsLbIlIiIXZbPZGDhwICtXrmTMmDEMGKCVvAqSEjeRK+BfOoIbnhxG2XZt2Td9FjsnvUpodG0qP9z3mlvE+2jsGaYs+JOt+2JpWKM0AzvXoURogKvDEinUNCRARNyNzWbj0Ucf5fPPP2fs2LH076/f+gqaukqKXCWn3c7RL7/m4MfzcKSmEdnpXiI7d8SziH/hcjqdrN5wmOnLNuHh4UH/e2pzW4NyamUrpIpKN5KiRtc5EXEHhT1pKyrXOLW4iVwlDy8vyrZrS4mmN3Pg/dkcXriYkz/9TJVHBxBaq6arw8sXiWfTeHvxX6zddIRaVUow9P4biQjXFP8iIiJFzflJ23PPPUe/fjmWl5QCosRNJI/4hoVy/bDHKdWiOXunTWfLqGcpc+cdVHzoQbwCik7Xwa37Ypk89zfik1Lp1a4G97SIwstTrWwiIiJFzflJ2/PPP0/fvn1dHdI1TYmbSB4rfmM96r01hYMfzePIipWc+v0Pqg4eSGjtWq4O7arYHU4WfbOLBV/voHSJIF4Z3JyocmGuDktERETygZI291MoEzcN2hZ35+XnR+W+vSnRpDF73prKltFjue7u9lR48IFCOfYtPjGVyR//xsbdJ2lRP5JHOkYT6O/j6rBEREQkHyhpc0+anEQkn9lTUjgw+yOOfvElgRXKc/2wIQRVrODqsC7Z1n2xTProN5LOpvFIp2haNSo8sculKyoDt4saXedEpKAVxaStqFzjPF0dgEhR5+XvT5UB/ag+ZiS2+NNsfGIER1Z+jrv/aOJ0Olm2Zg8j3/0ZP18vJj/eXEmbiIhIEVYUk7aiRImbSAEJb1Cfum++TlidaPZNn8WOia+QnpTk6rBylZKazuS5vzPrs600rlmG14fcQqXrQl0dloiIiOSTc4trn5s9Ukmb+1HiJlKAfMNCqT76GSr+tyenNvzGX0OHk7hrt6vDyuZo7BmefOtHftxo8dCd1XmmZ0OCAjSeTaQgGWPaG2Om2+12V4ciItcAm83GoEGDWLlyJWPHjtWU/25KiZtIAfPw9MTc3YHaE8cDHmx+ZjRHvvjKLbpObtpzgmFT1nAyPpnn+jbhvpbXa0FtERewLGu5ZVn9vby8XB2KiBRx6enpDBo0iBUrVvDss88WusW1ryVK3ERcpNj1Vanz2iRCo2uzb9p09rz5NvbUVJfF8/na/Tz73i+EFfPjtSG3cGO1CJfFIiIiIvkvPT2dwYMHs2LFCsaMGcPDDz/s6pDkHxTK5QBEigqfYsWoMWYkhxcu5vDCxZw5eIjqzzyFX6mSBRaD3e5gxqdbWPnzfhpUL82TD9bXVP8iIiJFXHp6Oo8//jifffYZo0aNYsCAAa4OSf6FWtxEXMzD05Py3bpSfdTTpPx9hI3DnyJh+44COffZFBvj3l/Hyp/3c2+LKEb/t7GSNhERkSLObrczdOhQli1bxjPPPMOjjz7q6pDkEhTKFjctwC1FUXjDBkRPeontEyayZfRYqjz6MKVb3pZv5zt+6iwvzFrHoWOJDLqvDm1uqphv5xIRERH3YLfbGTZsGEuXLuWpp55i0KBBrg7JbRhjvIDfAMuyrLuMMT8CxTJ3RwDrLcu6J5dydmBz5sNDlmV1yI/4CmXiZlnWcmB5VFSUpryRIiWwfDmiX5nIzkmvsufNqaQcOUr5B+7HwzNvG8f3xsTz/MxfSbXZeb7fTdS9XuPZBC9jzHRgeeZnrIiIFDEOh4Phw4ezZMkShg8fzmOPPebqkNzN48B2IATAsqz/nNthjPk/4NOLlEu2LKtufgenrpIibsanWDFqjB1NRKuWxCz+P3a9NgVHWlqe1f/HzuM8885PeHl5Mmnwf5S0yTl2y7L6K2kTESmaHA4HI0aMYNGiRQwbNoyhQ4e6OiS3YoyJBNoBM3PZFwLcBiwr6LjOVyhb3ESKOk9vb6IGPULAdWU5OGcuabFxVB/1NN7BwVdV7+oNh3hr0V+UK12M5/rdRInQgDyKWERERNyVw+HgmWeeYf78+Tz++OMMGzbM1SG5oynACP7XNfJ89wCrLctKuEhZf2PMb0A6MNGyrHxJ8NTiJuKmPDw8iOx0Lzc8OYzEXbvZ/MxoUk/GXlFdTqeTJd/uZsqCP6lVpQQvD2qmpE1EROQa4HQ6GT16NHPnzmXQoEE8+eST1+Iard7GmN/Ou2VbrM4Ycxdw3LKs3y9Svhsw/x/qr2BZVgPgAWCKMaZK3oSdnVrcRNxcyWZN8Q4JYceEl9n01Ehqjh1NYPlyl1ze4XDywYqtLFuzl+Z1DUO63YiPt36zERERKeqcTidjx47lww8/5JFHHuHpp5++FpM2gPTMxOpimgIdjDF3Av5AiDFmrmVZDxpjSgKNgHsvVtiyLCvz7z5jzPdAPWBvnkWfSd/eRAqBsOja1JrwAk57OptHjiZx955LKpdudzBlwR8sW7OXu5pV4onu9ZW0iRQCxpj2xpjpdrvd1aGISCHldDoZN24cs2bNol+/fowaNepaTdr+lWVZz1iWFWlZVkXgfuBby7IezNzdGVhhWVZKbmWNMcWNMX6Z90uSkQRuy4849Q1OpJAIrlyJ6Inj8QoMZOuY5zi9des/Hp9ms/PS7A1893sMD95Rjf731MbTUx/YIoWBZVnLLcvq7+Xl5epQRKQQcjqdvPTSS0yfPp3//ve/jB07VknblbufC7pJGmMaGGPOTWJSHfjNGLMR+I6MMW75krh5OJ3O/Ki3QERFRTn37Lm0lgeRoiI1Npatz44j9fhxbnhqOOEN6uc45myKjfEfrGfTnpMM6BhNu6aVXBCpFCbGmLOWZQW5Og7JTtc5EbkSkyZN4o033uChhx5iwoQJ13zSVlSucWpxEylk/EqUoPaEcQREGna8NInYdeuz7U86m8az7/3Cln2xDHvgRiVtIiIi15DXX3+dN954gwceeIDx48df80lbUVIoEzf1/ZdrnU9oKLVeeJ6gypXY+fJkYn9ZB8DppFRGvbuWvdZpnn6oIbfWv/RJTERERKRwe+utt5g8eTJdunTh5ZdfxtOzUH7Vl4solP+a6vsvAt7BQdR8bgzBUVXY+cqrHFz9AyPf/ZmY44mM+W9jmtQu6+oQRUREpIBMmzaNiRMn0rFjRyZPnqykrQjSv6hIIeYdFESN58bgX7kyh958k2IHtjO2303cWC3C1aGJiIhIAZk5cyYvvPACHTp04PXXX0eNG0WTEjeRQu5UqgczQ5tzLKAk7Y+sITL+kKtDEhERkQIye/Zsxo4dy5133smbb76Jt7eWaS6qlLiJFGInTiUz8t2fiE1xUmPsaIIqVmDHxFeI/2ujq0MTERGRfDZv3jxGjRpFq1atmDp1Kj4+Pq4OSfKREjeRQur4qbOMfPcnEs6kMa5/E2pUj6Tmc88ScF1Zto+fSMK27a4OUURERPLJ4sWLGTFiBLfeeivTp0/H19fX1SFJPlPiJlIInYxPZtS7P2clbTdUCAfAJ6QYNcc9h2/Jkmx7cQJn9h9wbaAiIiKS5z799FOGDRtG06ZNmTFjBn5+fq4OSQqAEjeRQib2dEbSdjope9J2jm9YKLXGPYuXfwBbn3uB5CNHXBSpiIiI5LXPP/+cwYMH06hRIz744AMCAgJcHZIUECVuIoXIqcQURk9bS1xCCs/1uylH0naOX6lS1Bz3LE6Hg63PjiM1Nq6AIxUREZG8tmrVKh599FHq1q3Lhx9+SGBgoKtDkgKkxE2kkDidlMqYaWs5EZ/M2L43UaNSiX88PjAykhrPjsKWkMC2cS+SfvZsAUUqIiIiee3777+nf//+1KxZk7lz5xIcHOzqkKSAKXETKQSSkm2MnfELf588w5jejalVpeQllStWNYpqTz9J8uEYdrw0CYfNls+RSiHmZYyZboxp7+pAREQku59//pk+ffoQFRXF3LlzCQkJcXVI4gJK3ETcXHJqOs/P+IWDRxIY2asRda4vdVnli9erS9SgRzi9aTN73noHp8ORT5FKIWe3LKu/ZVnLXR2IgDGmvTFmut1ud3UoIuJi69evp2fPnlSoUIEFCxZQvHhxV4ckLlIoV+jL/EW4vaY9laIuzWbnxffXsevQKUY81JAG1UtfUT0Rt91Kamwch+bOw69USSr06J7HkYpIXspMoJdHRUX1c3UsIuI6f/75Jz169KBs2bIsWLCAEiX+eZiEFG2FssXNsqzllmX19/LycnUoIvkm3e5g0ke/sWnPSR6//0aaRl93VfVFdu5I6dtbEbNkKce++TaPohQREZH8sGXLFrp3706JEiVYtGgRERERrg5JXKxQtriJFHUOh5M3FvzJuq1HGXBvbW5rUO6q6/Tw8KDyw/1IOXacve9Mwy+iFGHRtfMgWhEREclLO3bs4P777yc4OJhFixZRtmxZV4ckbqBQtriJFGVOp5P3PtnE93/E0KNtddo1q5xndXt6e1NtxHD8ryvLjomvcDbGyrO6RURE5Ort3buX+++/H19fXxYuXEhkZKSrQxI3ocRNxM3M+2onn689wL0torivZdU8r987OIgaY0bi6e3F9vEvkZ6UlOfnEBERkct38OBBunTpgsPhYOHChVSqVMnVIYkbUeIm4kaW/7iPBat20qpheXrfVQMPD498OY9/6dJUe3oEqcdPsPOV13Bq5joRERGXsiyLrl27kpKSwoIFC6haNe9/vJXCTYmbiJtY80cM05dtpnHNMgy6r06+JW3nhNSoTpUB/Yj/ayMHPvwoX88lIiIiF3fs2DG6du1KfHw88+fPp0aNGq4OSdyQJicRcQN/7DzO6/P/oGblEjzZowFeXgXzm0rp1q04s/8gf3+6nMAK5Snd8rYCOa+IiIhkiIuLo1u3bhw7dox58+YRHR3t6pDETanFTcTFdh8+xUuz11OudDHG/Lcxfj4Fu8xFpT69CI2uzd53p5O4e0+BnltERORaFh8fz/3338/BgweZPXs2DRs2dHVI4saUuIm40N8nk3h+5q+EBPnyXL+bCArwKfAYPLy8uOHJYfiGhbLz5VewJSQUeAwiIiLXmqSkJB588EF2797NrFmzaNq0qatDEjenxE3ERU4lpjB2+i84HPB8/yaUCA1wWSw+ISFUe3oEafGnNVmJiIhIPktOTqZnz55s2rSJadOm0aJFC1eHJIWAEjcRF0hOTWfczF+JS0hlbN/GREYUc3VIBEdVocoj/Tm9aTMH585zdTgiIiJFUmpqKn369GH9+vW89dZbtGnTxtUhSSGhxE2kgNntDiZ99Bv7rNM89VADbqgQ7uqQspRueRtl7rgda+kyYtdtcHU4IiIiRYrNZmPAgAGsWbOGyZMnc/fdd7s6JClElLiJFCCn08nUJRv5bfsxBnSqQ6MaZVwdUg6V+vQmqEpldr/xFinHjrk6HBERkSLBbrfz2GOP8fXXXzN+/Hi6du3q6pCkkCmUiZsxpr0xZrpd43CkkFn0zS5WrT9El1bX07ZJRVeHkytPX1+qjXgCcLJz0qs4bDZXhyQiIlKoORwOhg8fzmeffcaYMWPo1auXq0OSQqhQJm6WZS23LKu/l1fBTpsucjW++/0wc7/cwa31I3nwjmquDucf+ZcpQ9XHBpG0Zy/735/t6nBEREQKLafTyejRo1m0aBFPPPEEAwYMcHVIUkgVysRNpLDZvOckby78k9pVSjK4Sz08PDxcHdK/KnFTY667uz1HP/+S2F9+dXU4IiIihY7T6WT8+PF8+OGHPPLIIwwdOtTVIUkhpsRNJJ8dPpbI+NnrKVsyiJG9GuLjXXj+21Xo0Z3gqCrsfusdUo4fd3U4IiIihcrrr7/Ou+++S8+ePRk1alSh+OFW3Ffh+QYpUgjFJ6by/Mxf8fH2ZGzfJgQH+ro6pMvi6ePD9cOHgcPBrlenaH03ERGRSzRt2jReffVVunTpwosvvqikTa6aEjeRfJJmszP+g3WcSkxlzH8bUzo80NUhXZGAsmWo8ugAEnfs5ND8ha4OR0RExO3Nnj2bF154gQ4dOjB58mQ8PfWVW66e3kUi+cDhcDJlwZ/sOHiKYQ/cyPXli7s6pKtSqnkzIlrdRsySpZzevMXV4Uj+8DLGTDfGtHd1ICIihdmiRYsYNWoUt99+O2+++SaaTE/yihI3kXww76sd/PiXRe+7atA0+jpXh5MnKvfrg3/ZMuya8hbpSUmuDkfynt2yrP6WZS13dSAiIoXV8uXLeeKJJ2jevDnvvvsuPj4+rg5JihAlbiJ57LvfD7Pwm120blSee1tEuTqcPOPl78/1w4ZgO3WKvdOm43Q6XR2SSKFjjAkyxvxmjLnL1bGISN5atWoVgwYNokGDBsyaNQt/f39XhySXyRjjZYz50xizIvPxbGPMfmPMX5m3uhcp19MYszvz1jO/4vPOr4pFrkXb9sfy5sK/iI4qySOd6hS5gcjFqkZR7v4uHPp4PsUb1CeixS2uDknEpYwx7wN3Accty6p13vY7gDcAL2CmZVkTM3c9BSwq8EBFJF/9+OOPPPzww9SsWZMPP/yQwMDCOa5deBzYDoSct+1Jy7KWXKyAMSYcGAs0AJzA78aYzyzLOpXXwanFTSSPHI09w/gP1hNRPICnexauaf8vR2SnewmpUZ1902aQckxLBMg1bzZwx/kbjDFewFSgLVAD6GaMqWGMaQ1sA/QfR6QI2bBhA71796ZSpUrMnTuXkJCQfy8kbscYEwm0A2ZeZtE2wCrLsuIyk7VVXHBdyCtF85ulSAE7m2Jj3Kx1OBxOnu17E8UK2bT/l8PDy4uqQx4DYPebb+N0OFwckYjrWJb1AxB3weZGwB7LsvZZlpUGLADuBloANwEPAP2MMboGixRymzdvpkePHpQtW5b58+cTHh7u6pDkyk0BRgAXfrEZb4zZZIx53Rjjl0s5Axw+73FM5rY8p4uGyFWyO5y8Mvd3rBNJPN2zIaZUsKtDynf+pSOo1Lc3CVu2cmTF564OR8Td5HoRtyxrlGVZQ4B5wAzLsnL91cMY0z9zHNxv6enpBRCuiFyJnTt30q1bN0JDQ1mwYAERERGuDkkuzvvc52rmrf/5OzPHHR+3LOv3C8o9A1QDGgLhZHR3dxmNcRP5f/buPD6m633g+GeSCLEn9hzUEoraQ5Voi6K1xGDaWovaSqtUUqrftmj701W0qrWvRSIIRrRK7RVaW7WUUrUf+xZbkGV+f8xEaZGRzORmed6vV15y78yd82i9cvPcc87zpNHMZX+wbe9pXrVUp0aFIkaHk26KPtOE8z//wpHZcylYqya5S5U0OiQhMgWt9cwUXp8MTAYICAiQKkBCZECHDh2iY8eOeHt7ExkZiVJumWARrpOgta7zgNeDgDZKqZZALiC/UmqO1rqr4/WbSqkZwJv3uFZjX1GRrCSwLu0h/5fMuAmRBqu2HGHJ+r9pHVSWFg3KGjmNOSUAACAASURBVB1OujKZTAS81h+PnDn568uvSJKZASGSaaDUHcclHeeEEFmA1poOHTqQkJDAvHnzKFOmjNEhiTTSWr+ttS6ptS4DdATWaK27KqVKACilTEBb4F7NbFcAzZVSvkopX6C545zLSeImRCrtOXSebxb+Rs0KRehtrpryBVmQt68v5fv35eqBv9GLlhgdjhAZxVagglKqrFLKG/svAUsNjkkI4QJnzpyhQ4cOXLlyhYiICCpWrGh0SMK95iqldgG7gMLA/wEopeoopaYCaK0vAB9i/9m/FfjAcc7lZKmkEKlw5uJ1Pp65lSK+uRnarQ6entn3GUjhoAacC9rMscgF+NV7nDyPlDY6JCHSjVIqAvsSmcJKqePACK31NKXUAOxPXD2B6VrrPx7yc4OBYG/vrFvoSIjM5sKFC3Tq1InTp08THh5O1arZ86FtVqe1XodjqaPWusl93rMN6H3H8XRgurtjM2XmJroBAQG2AwcOGB2GyGZu3Ergra83cur8NUYPfIpSxfIZHZLh4mNj2THgDXIVLUL1zz7G5OlpdEjiISmlrmut8xgdh7ib3OeEyBguX75Mhw4d2LdvH99++y0NGzY0OiTxELLKPS77ThMIkQo2m42x837l0IlYhnStI0mbQ44CBSj/Sm/7ksnFVqPDEUIIIVzm+vXrdO/enT179jBp0iRJ2oRhMmXippQKVkpNTkxMNDoUkc0sXPMXG387QfeWVahTuZjR4WQohYIaUKj+ExyNiOT60WMpXyCEEEJkcDdu3KBXr15s27aNcePG0axZM6NDEtlYpkzctNbRWuu+nrIcS6SjLXtOMXv5Xp6uVZL2jQOMDifDMZlMlOvXB0+fXBz4eoI05hYiDeQBpRDGi4+Pp3///mzYsIHRo0fTpk0bo0MS2VymTNyESG/HTl9h9JztlFMFeL1DTUwmk9EhZUjeBQtStufLXNm3j1PL3VIJV4hsQR5QCmGsxMREBg0axMqVKxk1ahQdOnQwOiQhJHETIiXX4uIZNeMXcubw5H89HidnDvlF6kGKNH6agjVrcPjbOdw8e9bocIQQQoiHkpSUxFtvvYXVauWdd96hR48eRockBJBCO4DgUOtXTnzG5egw87suikeIDCUpyUZY+HZOnb/OqP5BFPXNbXRIGZ7JZKL8q6/w6+uD+XvCZCq/9z+ZoRRCCJEp2Gw2Ro4cSUREBIMGDeLVV181OiQhbktpxs0MbE/hy+LOAIUwUvjKP9m65zR92lbjsXKFjA4n08hVrBilu3Ti4vYdnPtpo9HhCCGEEE759NNPmTZtGn369GHIkCFGhyPEXVJqwP1FdJh51oPeEBxq9XVhPEJkGJt3nSDyx/00e7w0LRuUMTqcTMe/dUvO/bSRQ1Nn4Fu7Fl558xodkhCZhjTgFiL9ff3114wbN44uXbowYsQIWS0iMhxpwC3EPRw9dZk3v9pAqWL5+PjVhnjLvrZUuXrwIL+FvkWxZk0JePUVo8MRD5BVmpNmNXKfEyJ9TJs2jeHDh9OuXTvGjh2LFAbKWjLKPU4plQeI01onKaUqApWA5VrreGeuT2nGDYDgUGsuoBfwGJAr+Xx0mLnnw4csRMZ2LS6ej2ZuIae3F//r8bgkbWmQt1w5/Fu35MTSZRRt0oj8lR41OiQhhBDiLhEREQwfPpwWLVrw5ZdfStIm3GkD8KRSyhdYCWwFOgBdnLnY2aqSs4HiwLPAeqAkcOWhQxUig0tKsjEmfAenzl9nWLe6FCrgY3RImV7pzh3xLlyYv8dPJCkhwehwhBBCiNuWLFnCkCFDaNSoEd988w1eXk7NaQiRWiat9XWgPTBea/0C9okxpzibuAVEh5nfA6459ry1Auo9dKhCZHCRq/azZc8perWpKsVIXMTTx4dyfXtx/chRTixdZnQ4QgghBAArVqxg4MCB1KtXj6lTp5IzZ06jQxJZn0kpVR/7DNt3jnNOT/E6m7glr7u8FBxqrQoUAIo6HaIQmcDWPacIX/EnTeqUonXDskaHk6UUqvc4fvXqcmzefOntJoQQwnDr16+nX79+VK9enVmzZuHjIytsRLp4A3gbWKy1/kMpVQ5Y6+zFziZukx3VI98DlgJ7gE8fNlIhMqqT564RFr6DcqoArz5fQypJuUHZ3j3BZuPQtBlGhyJEhqeUClZKTU5MTDQ6FCGynF9++YWePXsSEBDAnDlzyCtVj0U60Vqv11q30Vp/6jg+qLUe6Oz1Ti3kjQ4zT3V8ux4o9/BhCpFx3biZwEczt2AC3u5el5xSjMQtchUtSskXn+fonHAu7vgV39q1jA5JiAxLax0NRAcEBPQxOhYhspJff/2Vbt26oZQiIiKCggULGh2SyEaUUmuB/5T011o3ceb6ByZuwaHWkkCZ6DDzRsdxCJD8WCI8OswsNYpFpmaz2fh6wW8cOXWZkb3rU7yQ4ZViszTVtg1n1qzj4KSp1Br3BR7So0oIIUQ62bNnD127dsXPz4958+ZRuHBho0MS2c+bd3yfC7AATlduS2nG7XNg7h3HrwCTgdzA+zhZulKIjGrZxkOs//U4XZ+rRO1Ksm3T3Txy5KD8K735Y8QHHF+0hNIdXzQ6JPEPT6XUZCDaMduT5SmlQpx42zWt9SS3ByOEcKsDBw7QsWNHfHx8iIyMxN/f3+iQRDaktd7+r1MxSqktzl6fUuL2aHSY+c4ycNejw8xhAMGh1p+cHUSIjGjPofNMW7qbx6sU54VnKhodTrZRsGYNCgU1QEctpmjjRuQqJglzBpGote5rdBDpbAgwAXjQptZ+gCRuQmRiR44coUOHDphMJubNm0fp0qWNDklkU0opvzsOPYBA7EUfnZJS4pbrX8fP3PG9zC+LTOvilRt8+u02ivrmZnDn2nh4SDGS9FT25e5c3LadwzNmUmnYUKPDEdnXbK31Bw96g1JK1k8LkYlprenQoQM3btxg4cKFBAQEGB2SyN62Y9/jZsK+RPIQ0MvZi1NK3K4Eh1orRoeZ9wNEh5kvAASHWishDbhFJpWYmMTns7dzNS6ekX2eIK9PDqNDynZyFilMyefbc3RuBJd2/kbBmjWMDklkQ1rrFJ8aOPMeIUTGdObMGTp27MilS5eYP38+lStXNjokkc1prdPUbyqlxG0EsCw41DoK2OE4Fwj8DxiUloGFMMrs5XvZ9fc5BneqRVl/p2enhYuptm04s3oNB6dMp+bYMDy8nCpyK4TLKaU+Aj7TWl9yHPsCoVrrdw2MKRgI9pYCPkKkyoULF+jUqROnTp0iPDyc6tWrGx2SyMaUUu0f9LrWepEzn/PAPm7RYeYfgPbYl0jOdHw1BtpHh5mXOzOAEBnJ5l0niVp7gOfql6FJHVnjbiQPb2/K9HyZuOPHOfmd/DgRhmqRnLQBaK0vAi0NjAetdbTWuq+np7QnEeJhxcbG0rlzZw4dOsSMGTOoW7eu0SEJEfyAr9bOfkiKj7ijw8y7gW6pi1GIjOPEuat8OW8HAaUK0rdtVaPDEYDf43UoWLsWx+bNp8jTT+FdUGZAhSE8lVI5tdY3AZRSPkBOg2MSQqTC1atX6dq1K3/++SfTp0+nYcOGRockBFrrl13xOQ+ccQsOtY5M6QOceY8QRrtxK4GPZ27F08PE293qksNLnmJnBCaTibK9epB08yZHwyOMDkdkEDFmi0eM2dIgHYecC6xWSvVSSvUCfgRmpeP4QggXiIuLo0ePHvz222+MHz+eJk2c6mksRLpRSg2/15ez16c049Y7ONR6+QGvm4COwEhnBxTCCJMW7eLIqcuM6P0ERf1yGx2OuEPukiUp3vI5Tn63nBItniNP2TJGhyQMFmSNSooxW74BaqXHeFrrT5VSvwFNsVf7+lBrvSI9xhZCuMbNmzfp1asXP//8M+PGjaNlS0NXOwtxP9fu+D4X9mWSe529OKXEbQqQz4n3CJFh/fjLEVZtPUqHZhUJrFTM6HDEPZTu+CJn123g0LQZPPbhSEwmac8gWB1jtliARUHWKFs6jLcT+/LIJOC3dBhPCOEi8fHx9OvXj/Xr1zN69GjatWtndEhC3JPWOuzOY6XUaMDpB4UPTNyiw8zvpzIuITKEgzqWiYt+p2aFInRqXsnocMR9eOXNS+nOHTk4aQoXft5Cofr1jA5JGO8VIARIjDFb4rCv8LAFWaPyu3ogpVRvYDiwxjHOOKXUB1rr6a4eSwjhWgkJCQwYMICVK1cyatQoOnXqZHRIQjyM3EBJZ98s9bdFlnUtLp5PZm0lb25vQrsE4ilNtjO04s8249TyHzg8cxa+dWrjkUP662VnQdaolFZ7uNIQoJbW+jyAUqoQsAmQxE2IDCwpKYmQkBCWLVvGe++9R48ePYwOSYgHUkrtwr4kH8ATKAJ84Oz1mTJxk/42IiU2m42xkb9y+uJ1Pn41iIL5pEBcRmfy9KRMzx7sGfkhJ79bjmrbxuiQhMFizJY2wFOOw3VB1qhlbhrqPHDljuMrjnOGkfucEA+WlJTEW2+9RVRUFEOGDKFfv35GhySEM+4s/Z8AnNZaJzh78QOrSmZU0t9GpGTpTwfZvOskPVpVoUrZQkaHI5zkW6umvT3A/IXEX76S8gUiy4oxWz4BBgF7HF+DYsyWj9003AHgF6XUSKXUCOBnYL9SKkQpFeKmMR9I7nNC3J/NZmP48OGEh4czaNAg3njjDaNDEuKBlFJ+Sik/7A8Gk7/igPyO805xKnELDrVWDA61rg4Ote52HFcPDrW+m4q4hXC7Pw9fYEb0HzxRtThtny5vdDjiIZV9uRuJcXEci5xvdCjCWC2BZkHWqOlB1qjpwHNAKzeN9TewhH+Wr1iBQ9iLc6Xnkk0hRApsNhujRo1ixowZ9OvXjyFDhhgdkhDO2A5sc/x5FtgP/OX4fruzH+LsUskp2PcATAKIDjP/HhxqDQf+7yECFsLtYq/e5NNvt1K4oA+DOtaW6oSZUO7SpSnW7BlOLV9BiZYt8FH+RockjFMQuOD43m3d2bXWUohLiEzi888/Z8KECbz88su8++67cp8XmYLWuiyAUmoKsFhr/b3juAXQ1tnPcTZxyx0dZt4SHGq985zT6zGFSA9JSTa+iNjBpau3+Pz1J8nrI8UtMqvSnTtydv1PHJ71LZX/N8zocIQxPgZ+jTFb1mKv9PgU8LYrB1BKLX3Q61pr2WgpRAby5ZdfMnbsWLp06cIHH3wgSZvIjJ7QWvdJPtBaL1dKfebsxc4mbueCQ63lcSwjCQ61Pg+cfKgwhXCzqLV/sf3PM/S3VCegVEGjwxFp4F2wICUt7Tg6N4LYP/6gwGOPGR2SSGdB1qiIGLNlHVDXceqtIGvUKRcPUx84BkQAv2BPEIUQGdCECRP4/PPPsVgsfPLJJ3h4ZMoyDUKcUEq9C8xxHHcBTjh7sbOJ22vAZKBScKhVY1/73/VhohTCnXb9fY45y/fyZE1Fi/pljA5HuIC/OZhTP6zg8MzZVP/sY3myms3EmC2rg6xRzwBL73HOVYoDzYBOQGfgOyBCa/2HC8cQQqTR1KlT+b//+z/atGnDmDFjJGkTbqOU8sS+F01rrVsrpeYCdYB4YAvwitY6/h7XJQK7HIdHH7BioxMwAljsON7gOOcUpxK36DDzQaBpcKg1D+ARHWaWcm8iw7h45Qaj52yjeKE8DHihhvyCn0V45sxJ6c4dOTBuPOc3/UzhoPpGhyTSQYzZkgt7Q9LCMWaLL//MguUHlCvH0lonAj8APyilcmK/ea5TSr2vtf7alWMJIVJn5syZjBgxgpYtW/LVV1/h5ZUpO1mJzGMQsBf7PQdgLv9MVoUDvYEJ97guTmtdM6UP11pfAAYppfIBNq311YcJzql//cGh1oJAN6AM4JW81y06zDzwYQYTwtUSk2yMCd/B1evxjOxTn9y5ZF9bVlK0cSNOWKM5MnsOfvXq4iE37OzgFeANwB97pa3kxO0y4PJkypGwtcKetJUBvuKfJ6FCCAOFh4fzzjvv0KxZM7755hty5JB7vHAfpVRJ7PeDUUAIQHIREcfrW4CSaRyjGvAt4Oc4Pgd011rvduZ6Z38L+h57X5tdQFIq4hTCLRau3s/O/WcZ8EINyvq7reicMIjJ05NHur/E3g8/4vSKHynRqoXRIQk3C7JGjQXGxpgtrwdZo8a5cyyl1LdAVez3uPedvXEKIdxv/vz5DB06lMaNGzNp0iSkGb1IB18CQ7lHGxilVA7gJewzcveSSym1DXvxxk+01kvu875JQIjWeq3jcxth347WwJkAnU3cckWHmQ1pQirE/ew6cI7wFX/SqHZJmtd7xOhwhJv4BtYmf9XHOBY5nyKNn8Yrd26jQxLpIynGbCkYZI26BOBYNtkpyBo13oVjdAWuYb8RD1Tq9kpME/YlLPnvd6EQwn0WL15MSEgIDRs2ZMqUKeTMmdPokETm5+VIrJJN1lpPTj5QSrUGzmittzuSqX8bD2zQWv90n89/RGutlVLlgDVKqV1a67/v8b48yUkbgNZ6nVIqj9N/CSffNzs41NoHWAbcTD4ZHWa+cP9LhHCfi1du8PmcbZQonJdXn5d9bVmZyWSiTI9u/P7mW5xYspTSnTsaHZJIH32CrFHfJB8EWaMuxpgtfbDfPF1Ca51hKxwopYKBYJllENnN0qVLGThwIE888QQzZszAx8fH6JBE1pCgta7zgNeDgDZKqZZALiC/UmqO1rqrUmoEUAT7Uv570lprx58HlVLrgFrAvRK3g0qp94DZjuOuwEFn/xLO3rRuAZ8Dm7HvOUju/i1Eukty7Gu7FhfPW93q4JNT9j1ldfkqBFAoqD7aGs2tS7FGhyPSh2eM2XL7iUyM2eIJZJssRmsdrbXu6+npaXQoQqSb77//ngEDBlCnTh1mzZolSZtIN1rrt7XWJbXWZYCOwBpH0tYbeBbopLW+53YxpZSvY780SqnC2JPAPfcZqif2JHCR46uI45xTnP2NNxQIiA4zn3P2g4VwlwVr7PvaXnte9rVlJ4906cz5zb9wfMFCyvXpZXQ4wv1+ACJjzJZJjuNXHOdcRim1Q2tdO63vEUKk3YoVK+jfvz81a9Zk9uzZ5Mnj9OoxIdxpInAE2OxYTr9Ia/2BUqoO0E9r3RuoDExSSiVhnxT7RGt9z8RNa30RSHVxR2cTtwPA9dQOIoSr7P77HOE//MlTtRTPPiH72rITH+VPsWbPcOqHlfi3aU2uYsWMDkm411vYk7X+juMfgakuHqOyUur3B7xuAuTpkBBu9uOPP/LKK69QrVo15s6dS968eY0OSWRjWut1wDrH9/fMlbTW27C3BkBrvQmo5sxnOxK+/+Go1H/H51V35npnE7drwM7gUOta7t7jJu0ARLqJvXqTz+dsp1ihPLwm+9qypVIdXuDs2vUcDY+k4mD58ZOVBVmjkrD3yrlXvxxXqeTEexLdOL4Q2d6aNWvo27cvVapUYe7cueTL95+CfkJkJXOBIaSyUr+zidsSx5cQhkhKsvHlvF+5fO0Wo3s9Kf3asqmchQpRonVL9GIrql0b8pQpY3RIwk1izJYKwMdAFewbxQEIskaVc9UYWusjrvosIcTDW7duHb179+bRRx8lPDycAgVkgltkeWe11ktTe7FTiVt0mHlWagcQwhWWrD/Atr2n6deuGuVLFjQ6HGGgkpZ2nFrxI0fnzqPyO8OMDke4zwxgBPAF0Bh4GecLagkhMrgNGzbQs2dPAgICiIiIoGBBubeLbGGEUmoqsJo7VjFqrRc5c/EDE7fgUOv86DDzi8Gh1l2A7d+vR4eZnVqPKURa/HnkAt9+v5cG1UvQMqis0eEIg3nlzYtq24ajcyO4sm8/+R6taHRIwj18gqxRq2PMFlOQNeoIMDLGbNkODDc6MCFE2vz000+8/PLLlCtXjnnz5uHr62t0SEKkl5exL9PPwT9LJW3YK0ymKKUZt+Tu4K1TFZoQaXT1+i0+n72NQgV9eP3FWrKvTQDgH9yKk8u+48iccKp+ONLocIR73IwxWzyAv2LMlgGABtxWsUAp9QhQQWu9SinlA3hpra+4azwhsquNGzfSo0cPypQpQ2RkJH5+fkaHJER6qqu1fjS1Fz9w2Ul0mPmk49tXo8PMR+78Al5N7aBCOMNms/HV/J2cj73B0K6B5PWRfW3CztPHh5LPW4j9fReXft9ldDjCPQYBubGXTQ7E3qS0uzsGUkr1ARYCya0HSiL7uoVwuZiYGLp3706ZMmWYP38+hQoVMjokIdLbJqVUldRe7GxxkmbYSzPfqcU9zgnhMt9vOszmXSd5ufVjPPqIPJETdyv+XHP0kqUcnRNOgU8/ktnYLCLGbJkdZI16CWgQZI3aClzFvrTEnV4DHgd+AdBa/6WUKurmMYXIVjZt2kS3bt145JFHiIyMlKRNZFdPADuVUoew73EzATaXtAMIDrX2xz6zVi441Hpnr5t8QEzq4hUiZQd1LNOW7iawUlHaPl3e6HBEBuTh7U2pji/w9zcTubhtO3516xgdknCNwBizxR/oGWO2fIv9pnZbkDXqghvGvKm1vuVoropSyot77OsWQqROctJWunRp5s+fT+HChY0OSQijPJeWi1OacQsHlmMvyXxn+bYr0WFmd9w8hSDuZgKfzd5GvtzeDO5UGw8PmUkR91a0SWN01BKOzp2Hb2BtTB5SdDALmIi92lY5YDt3J242x3lXW6+U+h/go5Rqhv2BZbQbxhEi20lO2kqVKiVJm8j20tqG5oGJW3SYORaIBTqlZRAhHsbERb9z4txVRvULokDenEaHIzIwDy8vSnV8gb++HMeFX7ZQqP4TRoeUmXkqpSYD0Vprw5KWIGvUV8BXMWbLhCBrVP90GnYY0At7Q9RXgO+Bqek0thBZ1ubNm+9K2ooUKWJ0SEJkas7ucRMiXazdfow1247RsdmjVAuQp3IiZUWeepLjC6I4GhGJX73HZdYt9RK11n2NDiJZOiZtAD7AdK31FACllKfj3PV0jEGILOXfM22StAmRdvIbjsgwTpy9yviFv/FYuUJ0bCa9uYRzTJ6elOrYgetHjnJu4yajwxGZ02rsiVoyH2CVQbEIkelt3LiRl1566faeNknahPiHUuoRpVRTx/c+Sql8zl7rVOIWHGptcY9z/ZwPUYgHi09I5LM528jh5cGbXQLx9JRnCsJ5hRs2IHfpUhybF4ktMdHocETmk0trfTX5wPF9bgPjQSkVrJSanCj/nkUms3HjxrtK/kvSJsQ/0tp+xtnfjt8LDrU2ST4IDrUOBczODiJESmZ+t4e/j8cyqEMtChf0SfkCIe5g8vCgVKcOxOkTnF3/k9HhCBeJMVseiTFbmjq+94kxW5x+KvmQrimlaicfKKUCgTg3jeUUrXW01rqvp6enkWEI8VA2bNhwV9ImhUiE+I/XgCDgMtjbzwBOt59xdo9bG2BZcKh1CPYylpWQxE24yJY9p1i64SDBT5ajXtUSRocjMqlCT9QjT9myHJu/gCJPP4lJfuHN1GLMlj5AX8APKI/9qeRE4Bk3DPcGsEApdQJ7FcviQAc3jCNElrV+/Xp69uxJ2bJlmT9/Pn5+0n9ViHtIU/sZpxK36DDzueBQaxvsa/63A89Hh5mlx41Is/OxcXwZ8Svl/AvwcutUN5IXwjHr9iJ/fvQpZ9f/RNEmjYwOSaTNXU2xg6xRf8WYLW5piq213qqUqgQ86ji1T2sd746xhMiK1q5dS69evQgICGDevHlZNmm7desWWmuUUnh7e7N161ZWrlxJbGwsly5d4sqVK8TFxTF9+nT8/PyYOXMm06ZNw2az4eXlRY4cOfD29iYiIoL8+fOzbNkyfvnlF/z8/ChcuDBFixbF39+fxx57DA8ptJVVpan9TEoNuK9gzwJNjj+9sffQeT441GqLDjPnT3XYIttLTLIxJnwHtxISGfJSIDm8ZIZEpI3f43Vl1i3ruBlkjboVY7YAEGO2uLspdl2gDPb7Ym2lFFrrb904nhBZwqpVq+jTpw8VK1YkIiIi0ydtNpv9x4zJZGLXrl3MmTOHv//+m0OHDnH69GlsNhurVq2icuXK/PHHH0ydOpWCBQuSP39+8ufPj4+PD0lJSQAUKVKEatWqAZCQkEB8fDy3bt0iZ057q6P9+/ezcOFCLl++fHt8Ly8vDh48CMBXX33Fb7/9RtmyZalQoQKPPvooFStWJHduQ7fgirRJU/uZlPq4uWs/gRAsXLOf3w+cY1CHmpQsKv/URNqZTCaZdcs61seYLf8DfGLMFrc2xVZKzca+HHMnkFwNxAZI4ibEA6xcuZK+fftSpUoVwsPDKViwoNEhPbTz58+zY8cOdu7cyc6dO9m1axdjx46lcePGnDlzhu+++47y5cvz5JNPUrp0aUqWLEmxYsUA6Nq1K927d8dkMt3zs1u1akWrVq3uO3ZISAghISHcvHmTCxcucObMGc6fP0/y3tb4+HgOHTrE2rVruXnzJgDFixdn+/btgP2/f8GCBalWrRo+PlIfIJNIU/sZp5ZKBoda2wFrHA25CQ61FgQaRYeZna6CIsSd9h66QPiKfTxVS/FM3dJGhyOyEJl1yzLSsyl2HaCK1lq2AAjhpOXLl9OvXz+qVavG3LlzKVCggNEhOeX06dMkJCSglGLv3r00bdoUAA8PDypVqkTTpk1vzxo2adKE3bt33/ezvLxc0w45Z86clChRghIl7t7nHxoaSmhoKAkJCRw5coT9+/dz48aN26+///77HD58GC8vL6pWrUq9evVo2rQpDRo0cElcwi1WA02B5ErGPsBKwKn/ac7+ixsRHWZenHwQHWa+FBxqHcFDlK8UItnVuHhGz91GkYI+vGqpcd8nVUKkhsy6ZQ1B1qgkYIrjy912Yy9IcjIdxhIi01u6dCkDBgygZs2azJkzh/z5M+7OmVu3bvHzzz+zZs0afvrpJ/7880+6d+/ORx99RIUKFXj33XepXbs21apV+88SxIzy+4mX0DO3RwAAIABJREFUlxfly5enfPnyd523Wq3s2LGD7du3s23bNmbOnMnVq1dp0KABSUlJjB07lvr16xMYGEiOHDkMil78y3/azyilnF776mzidq8dkq55zCCyFZvNxtcLdnI+9gafDmhIHh/5QSJcz+/xuuQpJ7NumVGM2bKLB+xlC7JGVXfDsIWBPUqpLcDN5JNa6zZuGEuITG3x4sUMHDiQOnXqMHv2bPLmzWt0SP8RHx9Pjhw5sNlsNGnShEOHDpEzZ04ef/xxLBYLTZrYO1x5eXnRv39/g6NNvcKFC9O8eXOaN28OwI0bN7h27RoAhw8f5osvvmD06NHky5ePRo0a0bRpU5o2bZopl7RmIdeUUrW11jvg4dvPOJt8bQsOtY4BvnEcv4a9uqQQD+XHLUeJ+e0E3VtV4dFHMvcGZpFxmUwmSnV4gT8//oyzP8VQtNFTRocknNfagDFHGjCmEJnOggULCAkJoV69esyaNYs8efIYHdJtly5d4ocffiA6OprDhw+zceNGTCYTgwYNomDBgjRs2DDL7wPLlSsXuXLlAqBcuXLs3r2bmJgY1qxZw6pVq4iOjmbGjBk0b96cc+fOkZiYeHu/nkg3aWo/42zi9jrwHhDpOP4Re/ImhNOOnb7CpMW7qFGhMO0bBRgdjsji/B6vS+5HSnN8wUKKPBkks26ZRJA16kh6j6m1Xp/eYwqR2YSHhzN06FAaNmzIjBkzMkwStHXrVsaPH8/atWuJj4+nTJkytGzZkhs3buDj48MLL7xgdIiGyZ8/Py1atKBFixYkJSXx+++/U6lSJQBmzZrFF198Qf369TGbzbRs2TLTVwTNDNLafsbZPm7XsG8UFyJVbsUn8vmcbeTy9mRwp9p4eGSMdeMi6zJ5eFCqwwvs+yyMc5t+psiTQUaHJB5CjNnyBDAOqIy9FY0ncC3IGuXyzTRKqXuOpbXOuBt3hEhHM2fO5J133qFx48ZMmTLF0KTNZrOxc+dOihUrhr+/PxcvXuT333+nR48etG3blho1ZO/8vXh4eFCzZs3bx23btgVgyZIlvPXWW7z77ru0aNGC8ePHy38/90t1+xlnq0oWAYYCjwG5ks9Hh5mbPHSoIlua+d0eDp24zPBe9ShUIGM8pRNZX6H6T+BTqiTH5y+gcFB9TNLQNDP5GugILMBe9bEbUDELjCVEpjJ58mTef/99mjdvzsSJE2/3IEtvsbGxLF68mLlz57Jnzx7eeOMNhgwZwjPPPMOWLVtul9AXzilfvjyhoaGEhISwe/duFi9eTFxc3O2kbcqUKTRs2JDKlSsbHGnWktb2M84ulZyLfZlka6Af0B04+1CRimxr655TRP90kOAny1G3SnGjwxHZiMnDg1IvPM/+MV9y4ZctFKr/hNEhiYcQZI06EGO2eAZZoxKBGTFmy6/A2+4YS2t9QCnlqbVOBGYopdw2lhCZxbhx4/jkk09o2bIl33zzDd7e3ukeg81m49133yUyMpK4uDiqVavGJ598cnvGSBK2tDGZTFSrVu12o3CAM2fO8NFHH3Hr1i1q1arFSy+9RJs2bTLM8thMLk3tZ5x9/FwoOsw8DYiPDjOvjw4z9wRktk2k6MLlG3w571fK+uenR6sqRocjsqHCDRuQy9+fY5ELsdmkTVcmcj3GbPEGdsaYLZ/FmC2Dcf6e9dBjKaW8gZ1Kqc+UUu4cS4gMz2azMXr0aD755BPatWvHhAkT0jVpS0xM5OeffwbsiUVcXBxt27Zl+fLl/PDDD7z00kvky5cv3eLJbooWLcr27dsZOXIk165dIyQkhMDAwNv/T0SaJLefSRVnZ9ySN82dDA61tgJOAC7dwaiUygOMB24B67TWc135+SL9JSXZ+CJiBzduJTKkax28c8hTMZH+TJ6elHqhPX+N/ZqL23fgVyfQ6JCEc17CnjwNAAYDpQBLOo7V3k1jCZGh2Ww2PvroI8aPH0+HDh34/PPP021W69q1a0RERDBt2jSOHj3KmjVrePTRRwkLC5N9V+nMz8+PPn360Lt3b3755Rfmzp17e9nkhg0bSExM5Omnn8ZDtiA8rDS1n3E2cfu/4FBrASAU+wbu/Nhvbg+klJqOfXnlGa111TvOPweMxb4BfKrW+hPsN8mFWutopVQk9uWZIhNbsv5vdu4/y2vP16BUMXkyJoxT+KknORoxn+PzF+IbWFt+AcgczgG3gqxRN4D3Y8wWT8Bdm2vaaq3HAjeA9wGUUoOw36eEyDaSkpIYPnw4M2bMoFu3bowaNSpdfjGPjY1l0qRJzJo1i0uXLlG3bl3effddAgLsFajlZ7ZxTCYTTzzxBE888c9Wg0mTJrFu3ToCAgLo27cvFovldhsCkaKRabnY2aqSyxzfxgKNH+LzZ2Lf9H17w51SyhN7P7hmwHFgq1JqKVAS2OV4WyIiUztw7BKzl++hfrUSPPvEI0aHI7I5Dy8vVHszBydOIXbXbgpWr5byRcJoq4GmwFXHsQ+wEmjghrG6898krcc9zgmRZSUmJjJs2DDCw8Pp06cPI0aMcHvClJiYiKenJ0lJSUybNo0nn3ySV199ldq1a7t1XJE2M2bMIDo6msmTJzN06FA+/fRT3n77bTp16mR0aBleWtvPOFtVshz2G1h9IAnYDAyODjMfTCG4DUqpMv86/ThwQGt9EEApNQ8wY0/iSmKvsnLfxztKqb5AX4AcOXI4E75IZ3E3E/h8zjYK5s3J6y/WlCdlIkMo9kwTjkUu5PiCKEncModcQdao5KSNIGvU1RizJbcrB1BKdQI6A2UdDxCT5QcuuHIsITKyhIQEBg8ezKJFixg4cCBDhw5167372LFjjBs3jr1797J06VJ8fX35+eef8fX1dduYwnW8vb2xWCy0b9+eTZs2MXHiRLy87CnFtWvXiI2Nxd/f3+AoM6a0tp9xdv47HJiPfTOdP/aSyREPHa2dAo7dcXzccW4RYFFKTQCi73ex1nqy1rqO1rpO8j8SkbFMWbKLk+evEdIlkHy5078ClRD34uHtjWrbhtjfd3H5z31GhyNSdi3GbLn92D3GbAkE4lw8xiYgDPjT8WfyVwjwrIvHEiJDunXrFv3792fRokUMHTqUt956y21J2/Hjx2838V64cCFVq1blxo0bAJK0ZUImk4mgoCBmz559u9H57NmzadCgAUOHDuXIkSMGR5ghfQ10Av7CvpKkN/aViE5xNvPJHR1mnn3H8ZzgUOsQp0N0gtb6GvCyKz9TpL+fdmp+3HKUF5tWpFr5wkaHI8Rdij/bjOMLF3F8/kKqDH/H6HDEg70BLIgxW04AJuwPDju4cgCt9RHgiFKqKRCntU5SSlUEKvHP0n0hsqy4uDj69u3LmjVrGDFiBH379nXbWJs3b6ZTp06YTCa6du3KgAEDKFGihNvGE8Zo1aoVR44cYd68ecybN4927doxaNAgypUrZ3RoGUZa2s88MHELDrUmV45cHhxqHQbMw94krgPwfWrjxV6xK1lJxzmRyZ25cJ1vFuzk0Ud86dT8UaPDEeI/PH188G/TmqNzI7h68BB5y5U1OiRxH0HWqK0xZkslIPmHyb4ga1T8g65Jgw3Ak0opX+z76LZiv891cdN4Qhju2rVrvPzyy2zatIlPP/2Url27unyMCxcucOjQIQIDAwkMDOSVV16hW7duKKVcPpbIGEqVKsXHH3/MoEGDmDhxIrNnz+bEiRMsWLDA6NAyirvazwAneYj2Mym9cTuwDXgReAVYC6wD+pP6J59bgQpKqbKOwDsCS1O4RmRwiUk2wsK3k2SDN7sE4uUp5WFFxlSi5XN45MqFjlpsdCjiHmLMlroxZktxAEeiVhsYBYTFmC0ubUNzB5PW+jr26sbjtdYvAI+5aSwhDBcbG0unTp3YvHkzY8eOdXnSFhcXx9dff01QUBD9+/cnISEBb29v3n77bUnasonixYszcuRINm/ezMcffwzAqVOnGDp0KFpn6/maO9vPXOMh2888cMYtOsxcFiA41OoRHWZOuvO14FBrinU/lVIRQCOgsFLqODBCaz1NKTUAWIF9Q950rfUfzgYsMqYFq/ez59AFQjrXpnihPEaHI8R9eeXNS4mWz6GXLKX0yZP4yFKdjGYS9mqSxJgtTwGfAK8DNYHJwPNuGNOklKqPfYatl+OcyxtXKaUqA4Ow9/FZrbWe4OoxhEjJhQsX6NSpE/v27WPixIm0atXKZZ+dmJjIwoUL+eyzzzh16hTNmjVj2LBhSE2C7Kto0aIULVoUgG3btrFgwQIWLFhA165dGThwIEWKFDE4wrs5qt9vA7TWurVSqiz2FYeFsE9ovaS1vnWP697Gfv9IBAZqrVfcZ4g0tZ9xdlpk6p0HwaHWPMB3KV2kte6ktS6htc6htS6ptZ7mOP+91rqi1rq81nqUkzGIDOrPwxeIWLmPp2uVpHFgqZQvEMJg/m1aY/L0RC9aYnQo4r88g6xRyRUdOwCTg6xRUUHWqPeAADeN+Qb2/QWLtdZ/KKXKYV9hkiKl1HSl1Bml1O5/nX9OKbVPKXVAKTUMQGu9V2vdD/sqliAX/x2ESNGpU6ewWCwcOHCA6dOnuzRpA9i4cSMhISGUKFGCqKgoZs6cSaVKlVw6hsi8WrduzcaNG3n++eeZNWsWDRo0ICwsDJvNZnRodxoE7L3j+FPgC611AHCRfx7u3aaUqoJ9BeFjwHPAeEcCeC/d73Guh7PBOZu46eBQ63iA4FCrL/AjMMfZQVxNKRWslJqcmCjt3ox2LS6ez+dup3BBH/pbqhsdjhBO8fb1pVjTJpxZs46b588bHY64m2eM2ZL8eP4ZYM0dr7nlsb3Wer3Wuo3W+lPH8UGt9UAnL5+J/UZ92x39SlsAVYBOjhs7Sqk22B98pnafuBCpcuzYMSwWC8ePH2f27Nk0adLEJZ974MABrFYrAE899RTh4eFER0ff1bBZiGRKKT7//HPWrl3LM888w5EjR25XMU1KSkrharfHVhJohWPCSillApoACx1vmQW0vcelZmCe1vqm1voQcAB7+7M7P7uTUioaR/uZO77W8RDtZ5xK3KLDzO8BV4NDrROxb9wOiw4zz3B2EFfTWkdrrft6erp8JYt4SBMX/c65S3G82TmQPD7SV09kHqqdGVtSEies9+0+IowRAayPMVus2Mv//wQQY7YEALGuHEgp9aXjz+h/3UiX/quv231prTfw35vu7X6ljiU1yf1K0Vov1Vq34AGFT5RSfZVS25RS2xISElLzVxPiLgcOHKBt27ZcvHiRefPm0aBB2vvYx8bGMnLkSJ555hlGjhzJjRs3MJlMPP3009K/VaSofPnyTJw4kS+++AKA3bt389RTT7F06VIjZ+C+BIZi71kN9uWRl7TWyT+Ik1uY/dv9Wp3dySXtZ1KqKnnnZrlfgPeALYAtONTaPjrMvMjZgUTWs277MdbtOE7nZytRuay7agYI4R65ihWjyJMNObXiR0o+byFH/nxGhySAIGvUqBizZTVQAlgZZI1KvoN7YN/r5krJbW5Gu/hz73UTr6eUaoR9E3pOHjDjprWejH0/HwEBARlqDZHIfP7444/bZfgXLlxIlSpV0vR5SUlJREZG8vHHH9/eLzd06FBy5Uqx9IEQ/5E8CXPr1i1y5cpF//79mTJlCiNGjKBOnTquHMpLKbXtjuPJjp+1ACilWgNntNbbHT+rXcpV7WdSWnYS/K/jX4EcjvM27E2zRTZ06vw1xkf9TuUyfrz4TAWjwxEiVZSlHWfXb+Dk98sp3fFFo8MRDkHWqJ/vcW6/q8fRWm93/LleKVXE8f1ZV49zx3jrsFdmFiJdbNu2jW7dupE7d27mzZtHQEDat4nu27ePIUOGUKdOHcLDw6lataoLIhXZXe3atVmxYgULFizgs88+w2w206FDB8aMGeOqIRK01g/KBIOANkqplkAuID/2giEFlVJejlm3+7Uwe5hWZ2lqP5NSVUlpiC3+IzExiTHhOzCZILRLIJ5S+l9kUnkeKY1vnUBOfrcc1c6MZ86cRock0plSaiT2sswe2KtLJgDjtNYfpOFjpV+pMNyGDRvo1asXRYsWJTIykpIlS6b6sy5cuMDatWuxWCxUrlwZq9VK7dq1ZUmkcClPT086duxIcHAwEyZMIKfjnmyz2bhx4wY+Pj5uG1tr/TaOJtiOGbc3tdZdlFILsFcznoe9sIj1HpcvBcKVUmMAf6AC9hWK92LSWl9XSvXC3n7mM6XUTmfjdGqjd3CotSQwjn+qYP0EDIoOMx93diCRdcxftZ+9hy/wZpdAivnlNjocIdKkpKUdu95+lzOrVlOiVUujwxHpSCkVgv2+VtexoRxHRckJSqnBWusvUvnRt/uVYk/YOgKdHzK2YCDY29s7lSGI7GzFihX069ePcuXKERERcbsc+8NKXhY5atQorl69Sv369fH39ycwMNDFEQvxjzx58vDmm2/ePv7xxx957733WL9+vRFLct8C5iml/g/7ysNpcLvQVB2t9XBHNeL5wB4gAXhNa32/Coppaj/jbIWuGUA48ILjuKvjXDNnBxJZw95DF5j34z4aB5bk6dqpf3onREaRv0pl8lV6FL1kKcWebY6H9BvKTl4CmmmtzyWf0FofVEp1xb6EJcXEzV39SrXW0UB0QEBAn4e5ToioqCgGDx5M9erVmT17Nr6+vqn6nL179zJs2DC2bdvG448/zkcffYS/v7+LoxUiZUWLFqVfv37plrTduaxda32Qf1WIdJxfin2mLfl4FOBMi7NUt58B5xO3Iv+qIjkzONT6hrODiKzh+o14wsK3U8Q3N/3aS+l/kXWo9u3486NPOLdxE0UbPWV0OCL95LgzaUumtT6rlHKqTK7WutN9zn+PlPwX6WzmzJm88847BAUFMX36dPLmzZuqz7l27Rrt27fH09OTMWPG8OKLL8qySGGYmjVrUrNmTaPDcAmt9Xpg/R3HBwFn2884nbidDw61dsVephmgE2BY8yNZQmKMiYt+5+ylOD59rSG5c0npf5F1+NUNxKdUSfSixRR5+kn5BSX7uJXK14TIUGw2G19//TWffPIJzZs3Z8KECamandi5cyc1atQgT548TJgwgerVq+PnJ1WjhUgrpdSXWus3HL3c/lMtWGvdxpnPcTZx64l9j1vyspEYwLDCJbKEJP2t33Gctdvtpf8rlZEf4iJrMXl4ULJ9W/4a+zWXdvyKb2Bto0MS6aOGUuryPc6bsFcVEyLDs9lsjBo1igkTJtC+fXvGjBlDjhwP93D1woULjBw5kqioKKZMmULLli1p1KiRewIWIntySfsZpxK36DDzEcCpTFBkPWcuXGdC1G9S+l9kaYWfbMiROeHoxVZJ3LIJrbXTG8LTm6wsEc5ITExk2LBhhIeH06NHDz788EM8PJyv9Gyz2ViyZAnDhw/n8uXLDBo0iCZNmrgxYiGyJ1e1n5GqkuKBEpNsjInYQZINQjrXltL/IsvyyJED/+DWHJ75LVf+OkC+CmnvdyREasnKEpGSW7du8frrr7Ns2TIGDRrEkCFDHnqZ95AhQ4iIiKBWrVqMHj2aSpUquSlaIYQr2s84+1v4DOyVU/wdX9GOcyKLW7hmP38cPE+/9tUpXiiP0eEI4VbFnm2GZ+7c6MVLjA5FCCHu6/r16/To0YNly5YxfPhwhg4d6nTSZrPZSEy0Vypv3rw5I0eOxGq1StImhBv9q/2Mn9baF6gHBCmlBjv7OVJVUtzX/qMXiVixjydrKhoHSul/kfV55c5N8eeao5csJe7kKXxKFDc6JCGEuMvFixfp3r07v/76K2FhYXTs2NHpa48fP86bb75JUFAQr7/+Os2bN3djpEKIO6S5/Qxk0qqSwv3ibiYweu52/Ark4tXna0iVPZFtlGjdihNLl3HCGk35frJKTQiRcZw+fZouXbrw999/M2nSJFq2bOnUdTabjTlz5vDhhx8C0KaNlC0QIp2luf0MOL9UsifwInAKOAk8D/RwdhCR+Uy17ubU+WsM7lSbvD5S+l9kHzkL+VHk6ac4s3oN8bGxRocjsimlVLBSanLykjYhDh8+TNu2bTly5AizZs1yOmnTWtO5c2eGDRtGrVq1WLNmDZ07d3ZztEKIf3FJ+5lUV5V0LJX80tmBXEmqbbnX5l0nWPnLEV54pgLVyhc2Ohwh0p1q24Yzq9dwcvkKSnd80ehwRDYkxUnEnfbs2UOXLl2Ij49n/vz51KpVy+lrT58+zc6dO/n444956aWXZAWNEMZwSfsZZ5dK3ksIBiVuckNzn/OxcYybv5OAkgXo1Fw2KovsKXfpUvjWCeTkd8tR7cx45sxpdEhCiGxq69atdO/eHR8fHxYvXkyFCim35Tlz5gyrVq2ic+fO1K5dmy1btpAvX750iFYIcS+uaj+Tltru8sgmi0lKsvHlvF+5lZBEaJdAcnhJ6X+Rfam2bUi4fJmz69YbHYoQIptavXo1HTt2pFChQlitVqeStu+++44mTZrw3nvvcfLkSQBJ2oTIItLym7nNZVGIDCF640F27j9LrzZVKVlUfsiL7C1/1cfIU748ekk0tqQko8MRQmQzixYtomfPnlSsWJElS5ZQsuSDqztfvnyZgQMH0rdvX0qVKsUPP/xAiRIl0ilaIUR6eOBSyeBQ6xXunaCZAB+3RCQMcehELDOX7aHeY8V57olHjA5HCMOZTCZU22D2h33Jha3bKVSvrtEhCSGyiWnTpjF8+HAaNGjA9OnTU5wxS0hIoE2bNhw8eJDBgwczaNAgcuSQwmJCZDUPTNyiw8wy7ZIN3IpPJGzudvLmzsHrL9aUjctCOBRqUJ+c387hxBKrJG4iXUkRruzJZrPx2Wef8dVXX/Hcc8/xzTffkCvX/esWxMfH4+XlhZeXF4MHD6ZUqVLUrl07HSMWQqQn2cQkmPX9Ho6cusKgDrUokFeKMAiRzMPLixLBrbm8Zy9X9v9ldDju5qmUmuxIGITBtNbRWuu+np4u2c8uMoHExETeeustvvrqKzp37sykSZMemLTt37+fVq1asXDhQgDMZrMkbUJkcZK4ZXM79p1h6YaDtA4qS53KxYwOR4gMp1izpnjmzs0Ja7TRobhbota6r6NqrxAiHd24cYN+/foxd+5cBgwYwGeffYaX170XRdlsNmbOnEmLFi04deoUfn5+6RytEMIoaWkHIDK52Ks3GTtvB6WK5aNH8GNGhyNEhuSV24dizZtyYukyHjlzhlxFixodkhAiC7ly5Qo9e/Zk06ZNjBgxgr59+973vefOnSMkJITVq1fTpEkTxowZQ5EiRdIxWiGEkWTGLZuy2Wx8s/A3Ll+7xZtdAsmZQ5bjCHE//q1bAnDyu+UGRyKEyErOnj3L888/z5YtW/jqq68emLQB7Nixg40bN/Lhhx/y7bffStImRDaTKWfcZNN22q3acpTNu07ycusqlFMFjA5HiAwtZ5EiFA6qz+mVqyjV4QW8cuc2OiQhRCZ35MgROnfuzKlTp5gxYwZNmjS55/tu3rzJ9u3badCgAc2bN2fTpk0UL148naMVQmQEmXLGTTZtp83Jc9eYvGQX1QMK0/bpAKPDESJT8De3IfH6dU7/uNroUEQ2oJQKVkpNTkxMNDoU4QZ//PEHbdu25dKlS0RGRt43afv7779p06YNXbp04cSJEwCStAmRjWXKxE2kXmJiEmHh2/H09OCNjrXx8JDS/0I4I1+FAPJXqczJZd9hk1+mhZvJA8qsa/PmzVgsFjw9PVm8eDF16tT5z3tsNhuRkZE899xzHD9+nEmTJuHv729AtEKIjEQSt2xm/qr97DtykdcsNSjiKz3UhXgY/uZgbp45y/nNPxsdihAiE/r+++/p0qULxYsXx2q1UrFixf+8x2azMWjQIEJCQqhRowarVq2iefPmBkQrhMhoJHHLRv48coF5q/bTKLAkT9ZSRocjRKbjV7cOuYoX58TS74wORQiRyXz77be88sorVK1alcWLF6PUve/DJpOJMmXK8OabbxIZGUmJEiXSOVIhREYliVs2EXczgTFzd1CoQC76tatudDhCZEomT09KBLfiyr59XNm33+hwhBCZgM1mY8yYMbz99ts0btyYyMhIfH19//OeqVOn8tNPPwEQEhLC4MGDkaWyQog7SeKWTUy17ubUhWuEdKpNHp8cRocjRKZVtElje0PupcuMDkUIkcElJiYybNgwwsLCePHFF5k2bRo+PndvU7h48SI9e/ZkxIgRREdHGxSpECIzkMQtG9i86yQrfzmCpXEFqpYvbHQ4QmRqyQ25z23azM2zZ40ORwiRQcXFxdG3b1/mzJnDgAEDGDNmDDly3P3gdNu2bTz77LOsXbuW999/n08//dSgaIUQmYEkblncxcs3+HrBTsqpAnR+tpLR4QiRJZRo1QKAk9//YHAkQoiM6NKlS3Tp0oUVK1bwwQcf8Pbbb2My3V3F+bfffqN9+/Z4eXlhtVrp3bv3f94jhBB3ksQtC7PZbIyN/JUbNxN4s0sgObzkf7cQrpCraFEK1a/HqRU/khgXZ3Q4QogM5MSJE7Rv354dO3bwzTff0KtXr7tet9lsAFSvXp3//e9//PDDD9SoUcOIUIUQmYz8Jp+Ffb/pMNv/PMPLwY9Rqlg+o8MRIkvxD25N4rVrnFmzzuhQRBYkDbgzp/3792M2m9FaM2fOHMxm812vb9u2jWbNmnH06FFMJhP9+vUjf/78BkUrhMhsJHHLoo6dvsL0pbupXakorYLKGh2OEFlOvkqPkrdCBU4s+w5bUpLR4YgsRhpwZz5bt26lXbt2xMfHExUVRcOGDW+/ZrPZmDRpEhaLhevXr3P16lUDIxVCZFaZMnGTJ5EPFp+QxJjw7eT09mJQh1qyZl4INzCZTPi3acWNEye5uONXo8MRQhhoxYoVdOzYEV9fX6xWK1WrVr39WmxsLL169eKDDz6gWbNmLF++nCpVqhgYrRAis8qUiZs8iXywiJVb4JHUAAAgAElEQVR/cuB4LK+/WAO//LmMDkeILKtQg/p4+/lxMloacguRXc2ePZvevXtTuXJlrFYrjzzyyF2vjx07ltWrVzNy5EimTJlCgQIFDIpUCJHZZcrETdzfHwfPE7XmL5rWLU39av5GhyNElubh5UXxls9xaedvXD96zOhwhBDpyGazMXr0aIYNG0ajRo2YP38+hQoVuv3apUuX/r+9Ow+Pqrz7P/6eTDYSIOwk+YKCoiCiLCJWrVRRIIJEjCCLAlYEqQV94NFH9Gm1tYv20graUiwVRQVRRFnCUhYBwWoFBUQWFQRR7hLRoGxhyTK/PzL4y4MsCSQ5ZzKf13XNZc6Zc8584p0zN9+z3AeA++67j1mzZjFkyBBdASMiZ0SFWxWSdyifp6aupkGdJIb0bHXqFUTkjKV27UxMfDz/mTPP6ygiUkkKCgq4//77GTNmDH369OH5558nKSkJgLy8PO655x5uuukm8vLySEpKok2bNh4nFpGqINbrAFJ+Jsz8mG+/y+PxX15FUmLcqVcQkTMWV7Mm9X/WkW+WLuPsAf2Jq6ERXEWqsry8PH7xi1+wePFi7r33Xu6///4fzqRt2bKFIUOGsHnzZu677z4SE3W7gkgkMLNEYDmQQHF9NN0594iZrQCOduwNgJXOuZ7HWb8Q+Dg8+aVzLrMicqpwqyL+te4/vLXqK2657nwuaFrH6zgiUSXthm58vWgxXy9cTKObb/I6johUkNzcXAYNGsRHH33EY489xsCBA394b/bs2dx3330kJCTwyiuv0LFjRw+TikgZHQY6Oef2m1kc8I6ZzXfOXXV0ATN7A5h1gvUPOucq/NS6LpWsAnbvPcS419fSrFEK/bo09zqOSNRJbnI2KRdfxM658wlptFuRKmn79u3ceOONbNq0iX/84x//p2grLCzk2WefpUWLFixYsEBFm0iEcc6FnHNHn9MRF36Fjr5vZjWBTsBMD+L9QGfcIlwoFOLp19ZwOL+IUf0vITaoWlzEC2k3dOeTPz5O7r9XUu/Ky72OIyLl6OOPP2bAgAHk5+fz6quvcumllwKwc+dOkpKSSElJ4cUXXyQlJYX4+HiP04rIccSa2Qclpic45yaUXMDMgsCHQDNgnHPu/RJv9wTecs7tPcH2E8PbLwAed85VSIGnf+VHuHn/2sbqT3ZxR48LadxQ99aIeKVO+3YkNGzAzjl6NIBIVbJ06VKysrKIj49n5syZPxRt7777LhkZGTz00EMA1K9fX0WbiH8VOOfal3hNOHYB51xh+HLHRkAHMys50l8/YOpJtn+2c6490B8Ya2bnlmv6MBVuEeyrr/fx/JyNXNKiAd2uaOJ1HJGoFggGSet+PXs3bmL/1q1ex5EIZ2Y9zGxCoS699dRrr73GoEGDaNq0KdnZ2Zx33nmEQiHGjx9P3759SUlJ4d577/U6poiUI+fc98BSIAPAzOoBHYATHpl1zrnwf7cCy4C2FZFNhVuEyi8o4qlXPiQhLsg9fdrq2TAiPtDw2muJSUhg55z5XkeRCOecy3bODQ0Gg15HiUqhUIixY8cyatQorrjiCt544w0aNmzI/v37GTp0KL///e/p2rUrc+fO5fzzz/c6roicITOrb2a1wj9XAzoDn4Tf7gXMcc4dOsG6tc0sIfxzPeBKYGNF5FThFqFeXfQpW3bsYcQtralTU8MNi/hBbPVkGnS6mm+WryB/zx6v44jIaSgoKOCBBx7giSeeICsri5deeoka4cd87N+/n9WrV/PrX/+aCRMm/DBfRCJeGrDUzNYBq4BFzrk54ff6csxlkmbW3syeC09eAHxgZh9RfKbucedchRRuGpwkAm3atpvpb33GdZeexeUXpXsdR0RKSOt2PTnzF5CzcDGNe9/sdRwRKYOSz2gbPnw4o0ePJhAI8O6773LZZZeRmprKihUrfnjYtohUDc65dZzg8kbn3NXHmfcBcGf453eBiyoy31E64xZh8g7l89TUD6lXO4khPVudegURqVRJZzWmVpvW5Mz/J0UFBV7HEZFSys3N5ZZbbmHJkiX84Q9/4MEHH6SwsJDf//739O7dm8mTJwOoaBMRz6hwizDPzVrP17vzGNWvHUmJcV7HEZHjSOt+PUdyd7P7/ZVeRxGRUti2bRuZmZk/PKPt9ttvJzc3l/79+zN+/HgGDhxI3759vY4pIlEuIi+VNLMeQI9oG3b33+t3smjll/TqdB4XnlPX6zgicgK1Lzn6aIB51LvyCq/jiMhJrFmzhkGDBlFUVMS0adO45JJLWLduHYMHDyY3N5ennnqKPn36eB1TRCQyz7hF42hb3+07xF9fX8s56Sn079rC6zgichKBYJC0bsWPBjiw7Quv44jICSxcuJBevXqRnJzMrFmzuOSSSwDIz88nISGBWbNmqWgTEd+IyMIt2oRCIf467SPyDhUw6tZ2xMWq2UT8ruF1nYiJj2fnXD0aQMSPXnrpJQYPHkzz5s2ZPXs2jRs3Zv784v31kksuYdmyZVx0UaWMNyAiUiqqACLAwve3s3JjDrd3b8nZqTW9jiMipRBbvTr1r+7IN28vJ3/fPq/jiEhYUVERjz32GA8++CCdOnVi+vTpFBYW0qtXL+688042biwexTs2NiLvJhGRKkyFm8/959v9PDdrPa3Pq8cNPz3H6zgiUgZp3btRdOQIXy96y+soIgIcOXKEe++9l7/+9a/ceuutTJw4kQ0bNnD99dezceNGxo8fT8uWLb2OKSJyXCrcfKywsIgxr6wmGIzhv/q2IyYm4HUkESmD5CZnU7PVheTMX0CosNDrOCJRbc+ePdx66628+eabjB49mj/96U9MmzaN3r17k5SURHZ2NpmZmV7HFBE5IRVuPjZ9yWY+2f4dd998MfVqVfM6joichrTu13N41y6++3C111FEopZzjqysLFauXMnTTz/NiBEjCAQCxMbGctVVVzF37lwuuOACr2OKiJyUCjef2vzVd0xd+Ckd2xod2zbyOo6InKa6l3Ugvm4dDVIi4pENGzaQmZmJc47Jkydz5ZVX8tZbxZcv33LLLbz00kvUqlXL45QiIqemws2HDh0p4KlXVlOrRgK/yLrY6zgicgYCwSCpGV35fu1HHHT/8TqOSFRZvnw5WVlZAMyYMYPExES6devGyJEjycvLAyAQ0G0IIhIZVLj50ItzN7Jj135G9m1H9aToesi4SFXUsMt1BGJj2Tn/n15HkQhhZj3MbEKh7o08bdOmTWPAgAE0btyY7OxsPvjggx/uZ3v99ddJSkryOqKISJmocPOZ1Z/uYs4728jseA6tz6/vdRwRKQfxtWpR94rL2fXWUgoPHvQ6jkQA51y2c25oMBj0OkrECYVCjBkzhpEjR/KTn/yE6dOnM3bsWEaPHv3D/WzNmzf3OqaISJmpcPORfXlHePrVNTRuWIOB3TQcsUhVktb9egrz8ti1bLnXUUSqrPz8fO677z6efPJJevXqxcsvv0ytWrVITk5mxIgRTJo0SfeziUjE0tMlfSIUCjH+jXXsPXCYhwdfRkKcjrKKVCU1mp9P8rnnkDNvPqkZXXRfjUg527dvH3fddRdvv/02I0eO5JprrmHTpk20bt2ahx9+WPuciEQ8nXHzibfXOFasdfTr0oJzG+looEhVEwgESOuWQd6XX7F3/Qav44hUKTt37iQrK4t33nmHJ598ksaNG9OrVy9++9vfEgqFVLSJSJWgws0HvvnuIM++8REXNKnDzdc08zqOiFSQelf9lNjq1TVIiUg52rRpEz169GD79u288MILbNq0iVGjRtGhQweee+45FW0iUmWocPNYUVGIp19bTWFRiJH92hEMqklEqqpgQgINruvE7n+v5HDubq/jiES8FStWcNNNN1FUVMTLL7/M3//+dyZOnMiQIUOYMmUKderU8TqiiEi5UZXgsTnvbOWjzd9y542tSKuX7HUcEalgqRldCRUW8vWixV5HEYlo06ZN47bbbsPMyM7Opn379lSvXp0xY8bwm9/8hthY3cYvIlWLvtU89GXOXibN3cilLRvS5bKzvY4jIpWgWloqtdq1JeefC2nUK4sY/eNSpExCoRBjx47lySef5KqrrqJPnz7ExsYSDAaZOHGiLo0UkSpLZ9w8kl9QxJ9fWU21hFhG3NJGHY1IFEnrlkH+d9+x+/2VXkcRiShHjhxh1KhRPwz336ZNG4YPH87TTz8NoL5URKq0iCzczKyHmU0oLCz0Osppe3XRp2x1exjeuw21ayR6HUdEKlHtdm1JaNCAnfM0SIlIae3du5eBAwcybdo0RowYwb59+/jLX/5Cnz59eOSRR7yOJyJS4SKycHPOZTvnhgaDkfmss03bdjP9rc+47tKzuPyiNK/jiEglCwSDpGZ0Ye/6DeR9+aXXcUR8zzlHVlYW7733Hr/61a9YuHAhixcv5tFHH+XPf/4zCQkJXkcUEalwEVm4RbKDhwsYM3U19WonMaRnK6/jiIhHGna+lkBcHDvnL/A6ioivrV+/nh49erBjxw5efvll+vXrR3JyMlOmTGHw4MG6PFJEooYKt0o2cfZ6cnYfYGTftiQlxnkdR0Q8ElezJvWuvJxvlr5N4cGDXscR8aUlS5aQlZVFTEwMI0aMoEOHDtSqVYvZs2dz1VVXeR1PRKRSqXCrRKs25rDg39vJuroZrc6t53UcEfFY6vUZFB48yDdvr/A6iojvTJ48mdtvv52zzjqLDh068Mc//pGpU6cCGoRERKKTCrdKsmf/YZ6ZtpYmaTW5NaOF13FExAdqND+f5KZN2Tn/n4RCIa/jiPhCUVERf/zjH3nggQe4/PLLqVatGrNmzeLee+9l0KBBXscTEfGMCrdKEAqFGDf9I/bn5TOqfzviYiNzUBURKV+BQIDU67uQ98V29n3yqddxRDx36NAhhg8fzrhx4+jevTtbt25l48aNjB8/nv/5n/8hJkb/bBGR6KVvwEqw5IOveO/jndyW0YKm6SlexxERH6nf8SqCSUnkaJASiXK7d++mX79+zJo1i4ceeoj777+flJQUZs6cSWZmptfxREQ8F+t1gKpu1+48/j7jYy48py49r27mdRwR8ZlgtWo0uOZqchYspMkdtxNfSwd3JPp88cUXDBgwgB07djBkyBDuvvtuAoEACxcu1Fk2EZEwfRtWoKKiEGNeXQ2E+K++bQnG6GZqEfmx1Ou7EiooYNfit7yOIlLpPvzwQzIzM8nNzaVt27b84x//YNmyZQAq2kREStA3YgWatfxz1n+ey9CeF5FaN9nrOCLiU0mNG1Gz1YXkLFhEqKjI6zgilWbu3LnccsstJCYmUrduXVatWsWjjz7K1Vdf7XU0ERHfUeFWQbbv3MtL8zZx2YWpXHvpWV7HERGfS83oyuFdu/h+zVqvo4hUuFAoxLPPPstdd93FWWedRV5eHrm5uXqotojISahwqwD5BUX8+ZUPSa4Wy/DebdQBicgp1f1JB+Jq1WKnBimRKq6goICHHnqI3/3ud3Tv3p0HHniA+vXrk52dTceOHb2OJyLiWxqcpAJMXfgJ2/6zl1/9vAO1aiR4HUdEIkBMXBwNr+vEjjdncvibb0ioX9/rSFLOzKwn0B2oCUx0zi30OFKlO3DgAMOGDWPJkiVkZmYybtw4YmJiuO6664iN1T9JRERORmfcytnGbbm8sWQznTucxWWt0ryOIyIRpGHXzhAKkbNwsddRpJTM7Hkz22Vm64+Zn2Fmn5rZFjMbDeCcm+mcGwIMA/p4kddLOTk5ZGVlsXTpUs4991zmzJnD1q1bAVS0iYinzCzRzFaa2UdmtsHMfhueP8nMtpnZ2vCrzQnWH2Rmm8OvQRWVU4VbOco7lM+YqaupVzuJO29s5XUcEYkwiQ0aULt9O75etJiiggKv40jpTAIySs4wsyAwDrgeaAn0M7OWJRb5Vfj9qLFx40ZuuOEGPv/8cxo0aMCXX37Jk08+SbNmekyOiPjCYaCTc6410AbIMLOfhN+73znXJvz60Y3oZlYHeAS4DOgAPGJmtSsipAq3cvR89ga+3p3HqH7tSEqM8zqOiESg1Iyu5H/3PbvfX+l1FCkF59xyYPcxszsAW5xzW51zR4BXgRvNLGBmfwLmO+dWV3ZWryxbtoybbrqJQ4cOEQgEKCws5PXXX6dPn6g76SgiPuWcCznn9ocn48KvUClX7woscs7tds59ByzimAN65UWFWzlZtTGHBf/ezk0/a8aF59T1Oo6IRKjabduQ0KABOf+MutufqhIDvioxvSM8bwRwHdDLzIadcGWzoWb2gZl9UBDhZ16nTJnCwIEDady4MQMGDKBJkybMnTuXSy+91OtoIhJdYo9+r4ZfQ49dwMyCZrYW2EVxIfZ++K0/mNk6MxtjZscbvOJE3/nlTheVl4M9+w/zzLS1NEmryW3Xt/A6johEsEAwSMMu1/Hl5Fc46P5DNUv3OpKUE+fcM8AzpVhuAjABoFmzZqU94usrRUVFPP7444wbN4727dszefJkqlevzj333EO1atW8jici0afAOdf+ZAs45wqBNmZWC5hhZq2AB4EcIJ7i7+UHgEcrOuyJ6IzbGQqFQvztjY/Yn3eEUf3bERcb9DqSiES4htd1IhAMkrNwkddR5PQ4oHGJ6UbheVHh0KFD3H333YwbN4769evz2WefUVBQQCAQUNEmIr7nnPseWApkOOd2hi+jPAy8QPGl8D9ahUr6zlfhdoaWfriDd9ft5NaMC2ianuJ1HBGpAuJr16bOTzqw660lFB054nUcKbtVwHlm1tTM4oG+wGyPM1WK3bt306dPH7Kzs0lJSWHv3r089thj1K5dIffpi4iUCzOrHz7ThplVAzoDn5hZWnheAOgJrD/O6guALmZWOzwoSZfwvHKnwu0M7Pouj7/PWMcFTepw09UaGUtEyk9qRlcK9u3n23ff8zqKnISZTQXeA5qb2Q4zG+ycKwCGU9xxbwKmOec2lHG7PcxsQmFhYfmHriCff/45PXr0YO3atSQkJJCYmMibb75Jz549vY4mInIqacBSM1tH8cG3Rc65OcAUM/sY+BioB/wewMzam9lzAM653cDvwuutAh4Nzyt3gVAoIi+fB4qv/d+yZYsnn11UFOLXf3+XzV99xzP/fQ2pdZM9ySEiVVMoFGL13fcQl1KTix//Q4V/npnlOef0ReYzXvZzZfH+++9zxx13EBMTQ+vWrdm9ezcTJ04kLU3PMxUR71WVPk6Dk5ymOe9sZd2Wbxneu42KNhEpd4FAgNSMznzx/Isc+GI7yU3O9jqSyHHNmDGDkSNHkpaWxtSpU0lNTSUUCul+NhGRcqZLJU/DV1/v48W5G+nQMpUul53ldRwRqaIaXHMNgbg4PRpAfCkUCjF27FiGDx9OYmIiwWCQ9PR0EhMTVbSJiFQAFW5lVFBYxFOvfEhiQizDb2lNIBDwOpKIVFFxNWtQ78rL+ebt5RQeOuR1HKlEfr/H7ciRI4waNYonnniCatWqkZ+fzwMPPEB8fLzX0UREqqyILNy87NBeXfQpW3bsYXjv1tSukVjpny8i0SW1axcK8/L4dsU7XkeRSuScy3bODQ0G/feImT179nDbbbcxbdo04uLiSElJYcaMGfTo0cPraCIiVVpEFm5edWifbt/N629tplP7xlx+kR6KKyIVr8YFLajWuBE5C/RMN/Hel19+yY033sj777/P2WefzYUXXsi8efO4+OKLvY4mIlLlaXCSUjp0pIAxU1dTp2YiQ3te5HUcEYkSgUCA1K5d2Pbc8+z/fCvVzz3H60gSpdasWcOgQYPIz89n6tSpNG/enKSkJN3PJiJSSSLyjJsXXpyzEffNAf6rb1uSq8V5HUdEokiDa35GTHw8OQs0SIl4Y+7cudx8883s27ePli1bcvnll1O3bl0VbSIilUiFWyms+XQXc/61jcyO59D6vPpexxGRKBNbvTr1fnoF37y9goK8g17HkUrgl8FJQqEQzz77LEOHDiUUChETE8PPf/5zDcwlIuIBFW6nsD/vCE+/tobGDaszsFtLr+OISJRKzehK0aFDfLt8hddRpBL4YXCSgoICRo8eze9+9zuCwSC1a9dm5syZ3HDDDZ5lEhGJZircTmH8m+v4ft9hRvW7hIQ4/43uJSLRofr555HU5GxyFiwkFAp5HUequH379jFo0CAmT55McnIyrVq1Yt68eVx0ke7xFhHxigYnOYkVaxzL1zhuzWhBs8a1vI4jIlEsEAiQ2qUzWyc8x/4tn1PjvGZeRzotZnYO8L9AinOul9d55MeccwwYMIDNmzfzxBNP0KFDB8xM97OJiHhMZ9xOIHfPQf72xkc0P6s2vTud53UcERHqX92RmPh4vl7ozaMBzOx5M9tlZuuPmZ9hZp+a2RYzG32ybTjntjrnBldsUjld69ato3v37mzZsoVu3brRv39/mjVrpqJNRMQHdMbtOEKhEM9MW8uRgiJG9m9HMKj6VkS8F5ucTL2rfso3y9+hyc8HEZuUVNkRJgF/BV46OsPMgsA4oDOwA1hlZrOBIPDYMevf4ZzbVTlRpawWLlzIsGHDKCgoIBgM0r17d68jiYhICSrcjuOf/97O6k92Meymi7D61b2OIyLyg9Sundn11hK+Xf4OqRldynPTsWb2QYnpCc65CSUXcM4tN7Mmx6zXAdjinNsKYGavAjc65x4DNIrFaTKzHkCP+Pj4Svm8iRMn8sgjjxAIBKhTpw4vvvgibdq0qZTPFhGR0lHhdoz/fLufibPX0+b8+lx/RVOv44iI/B8/DFKycFF5F24Fzrn2p7GeAV+VmN4BXHbChc3qAn8A2prZg+ECT47hnMsGsps1azakIj+noKCA3/zmN7zwwgsEg0FatGjBiy++SFpaWkV+rIiInAYVbiUUFoUYO3UNscEY7u3TlpgYPadGRPzl2EFKqjc71+tIZeKcywWGeZ1D4MCBAwwbNowlS5Zw1113ce2119K2bVuSKv8SXBERKQXdvFXCm0s3s+mL3Qy76SLq1dKN2CLiT0cHKclZsNDrKAAOaFxiulF4nvjYzp076dGjB0uWLKF37948/PDDXHnllSraRER8TIVb2Fa3h1cWfMKVrdP5WbtGXscRETmhkoOUFOQd9DrOKuA8M2tqZvFAX2C2x5nkJNavX09GRgafffYZsbGxdOzY0etIIiJSCircgPyCQp565UNqJMVz982tCQR0iaSI+Ftq184UHTrEtytWVNpnmtlU4D2guZntMLPBzrkCYDiwANgETHPObai0UFImixcvJjMzk9zcXFJSUnjjjTfIysryOpaIiJSC7nEDJs//hO05+3jkzp9QM7lyRvASETkT1c8/j6Szz+LrhYtJ7Vqug5SckHOu3wnmzwPmVUoIOW0vvPACv/71rwmFQjRr1owpU6bQqJGuMBERiRRRX7ht2JrLjLe3kHF5E9pf0NDrOCIipRIIBGjYpTPb/jGR/Z9vpfq553gdScpReT4OoLCwkN/+9rdMnDiRLl260LlzZzIzM6leXY+7ERGJJFF9qWTeoXzGTF1NwzpJ3NHjQq/jiIiUSYPwICVfL1zkdRQpZ865bOfc0GAweEbbOXDgAAMHDmTixIlkZmby3HPP0b9/fxVtIiIRKKoLt+ezN7DruzxG9mtHtYSoP/koIhEmtnp16l55Bd+8vYLCg54PUiI+k5OTQ/fu3Vm2bBkxMTF07tyZMy0ERUTEO1FbuK3cmMOCf28n6+pmtGxa1+s4IiKnJbVrZwoPHuTbf73rdRTxkQ0bNtClSxc2b95McnIyr732mgYhERGJcFFZuO3Zf5i/TFtLk7Sa3JrRwus4IiKnrUaL5lRr3IicBbpcUoqFQiF++ctfkpubS6NGjViwYAFXXHGF17FEROQMRWXhtmXH9+QXFDGqfzviYnXZiIhErkAgQGqXzuR/v4f8ffu8jiM+EAgEeOGFFxg6dCgLFiygadOmXkcSEZFyEAiFQl5nOG3NmjULbdmy5bTWzTuUT1JiXDknEhGpfEX5+QSCQQIxp38szswOAy8B2c657HILJ2fkTPo5EREpZmZ5zrlkr3OcqagdkUNFm4hUFTFx5fJ9VuicG1oeGxIREZHyF5WXSoqIiIiIiESSqD3jJiIi4lfl+QBuERGpGnTGTURExGfK6wHcIiJSdahwExERERER8TkVbiIiIiIiIj6nwk1ERERERMTnVLiJiIiIiIj4nEaVFBERERGRqGVmicByIIHi+mi6c+4RM5sCtAfygZXAXc65/OOsXwh8HJ780jmXWRE5VbiJiIiIiEg0Owx0cs7tN7M44B0zmw9MAW4LL/MKcCcw/jjrH3TOtanokCrcREREREQkajnnQsD+8GRc+BVyzs07uoyZrQQaeRDvByrcRERERESkKos1sw9KTE9wzk0ouYCZBYEPgWbAOOfc+yXeiwMGAPeeYPuJ4e0XAI8752aWa/owFW4iIiI+Y2Y9gB7x8fFeRxERqQoKnHPtT7aAc64QaGNmtYAZZtbKObc+/PbfgOXOuRUnWP1s55wzs3OAJWb2sXPu8/KLXywQCoXKe5uVxsyKgIPHzA4ChcdZ/Nj5sRRXxV44UcbK2FZply/NcqX9f13W+WqbM1vuZO+rbU5vO9HQNtWccxpp2GfK0M8db5721zNbrrz2V7VN2ddR21T+dqp625SpjzOzh4E859yTZvYI0BbIcs4VlWLdScAc59z008x6YqFQqEq90tPTJ5Rmfnp6+gd+y1gZ2yrt8qVZrrT/r9U2lds2J3tfbXN621Hb6OWn1/H+Jk4wT/vrGSxXXvur2kZto7bxf9ukp6fXT09PrxX+uVp6evqK9PT0G9LT0+9MT09/Nz09vdpJ1q2dnp6eEP65Xnp6+ub09PSWFZGzKh5dzS7jfC+UZ5aybqu0y5dmubL+v1bblM/yp1ruZO+rbU5vO2ob8ZPjtb3f/h60v5b+cyqb2qb0n1PZ1Dal/xseTR4AAAXWSURBVJzylgYsNbN1wCpgkXNuDvAs0BB4z8zWhs/EYWbtzey58LoXAB+Y2UfAUorvcdtYESEj+lLJM2FmH5zqWlfxhtrGv9Q2/qW2kWPpb8K/1Db+pbbxL7UNVfKMW2lNOPUi4hG1jX+pbfxLbSPH0t+Ef6lt/Ett419R3zZRe8ZNREREREQkUkTzGTcREREREZGIoMJNRERERETE51S4iYiIiIiI+Fys1wH8yMx6At2BmsBE59xCjyNJWPiJ9P8LpDjnenmdJ9qZWTLwN+AIsMw5N8XjSBKmfUVORv2cf2nf9Q/1cf4VrftJlTvjZmbPm9kuM1t/zPwMM/vUzLaY2eiTbcM5N9M5NwQYBvSpyLzRpJzaZqtzbnDFJo1uZWynLGB6eH/JrPSwUaYsbaN9pepSP+df6uf8T32cf6mPO7WqeMZtEvBX4KWjM8wsCIwDOgM7gFVmNhsIAo8ds/4dzrld4Z9/FV5Pysckyq9tpOJMovTt1Aj4OLxYYeXGjEqTKGXbVNTDP8UXJqF+zq8moX7O7yahPs6vJqE+7qSqXOHmnFtuZk2Omd0B2OKc2wpgZq8CNzrnHgNuOHYbZhYAHgfmO+dWV3DkqFEebSMVryztRPGXaCNgLVXwDL7flLFtorJTiwbq5/xL/Zz/qY/zL/VxpxYtf4QGfFViekd43omMAK4DepnZsIoMJmVrGzOra2bPAm3N7MGKDic/OFE7vQncbGbjgWwvgsnx20b7StRRP+df6uf8T32cf6mPK6HKnXErD865Z4BnvM4hP+acy6X4ngzxAefcAeDnXueQH9O+Iiejfs6/tO/6h/o4/4rW/SRazrg5oHGJ6UbheeI9tU1kUDv5l9pGQH8Hfqa28T+1kX+pbUqIljNuq4DzzKwpxY3dF+jvbSQJU9tEBrWTf6ltBPR34GdqG/9TG/mX2qaEKnfGzcymAu8Bzc1sh5kNds4VAMOBBcAmYJpzboOXOaOR2iYyqJ38S20joL8DP1Pb+J/ayL/UNqcWCIVCXmcQERERERGRk6hyZ9xERERERESqGhVuIiIiIiIiPqfCTURERERExOdUuImIiIiIiPicCjcRERERERGfU+EmIiIiIiLic9HyAG6RUjOzQuBjivePbcAA59z3ZVj/N8B+59yTZX3fzN51zl0R/vkJoBswD/gX8JlzbmPZfhsREZH/S/2cSGTSGTeRHzvonGvjnGsF7AZ+WVkffLQzCxsKXOycux/oCbSsrBwiIlKlqZ8TiUA64yZycu8BFx+dMLP7gVuABGCGc+6R8Pz/BQYBu4CvgA/D8+8BhgEFwEbnXN/wplqa2TLgLGCsc+6Z8PL7nXPVzWw2UB340MxmAJnAz8zsV8DNzrnPK/bXFhGRKKF+TiRCqHATOQEzCwLXAhPD012A84AOQACYbWYdgQNAX6ANxfvUasIdGjAaaOqcO2xmtUpsvgVwDVAD+NTMxjvn8o++6ZzLDHdubcKf3RSY45ybXmG/sIiIRBX1cyKRRYWbyI9VM7O1gAGbgEXh+V3CrzXh6eoUd3A1KD4qmQcQPop41DpgipnNBGaWmD/XOXcYOGxmu4CGwI4K+n1ERERKUj8nEoF0j5vIjx0MHwE8m+Ijjkev/Q8Aj4XvC2jjnGvmnJt4im11B8YB7YBVZnb0YMnhEssUooMoIiJSedTPiUQgFW4iJxA+sngP8N/hjmgBcIeZVQewYg2A5UBPM6tmZjWAHuH3Y4DGzrmlwANACsVHL0/HPoqPeIqIiJQL9XMikUWFm8hJOOfWUHwZSD/n3ELgFeA9M/sYmA7UcM6tBl4DPgLmA6vCqweByeFl1wDPlGW45WO8CtxvZmvM7NzT/41ERET+P/VzIpEjEAqFvM4gIiIiIiIiJ6EzbiIiIiIiIj6nwk1ERERERMTnVLiJiIiIiIj4nAo3ERERERERn1PhJiIiIiIi4nMq3ERERERERHxOhZuIiIiIiIjPqXATERERERHxuf8HD2AMimm4B9gAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "z = N.logspace(-2, 1, 100)\n", "\n", "fig = P.figure(figsize=(14, 6))\n", "\n", "# Ax1: lookback time\n", "ax1 = fig.add_subplot(1, 2, 1, \n", " xlabel=\"Redshift\", xscale='log')\n", "ax1.plot(z, cosmo.lookback_time(z), 'b-')\n", "ax1.set_ylabel(\"Lookback time [Ga]\", color='b')\n", "ax1.set_yscale('log')\n", "\n", "ax1.xaxis.set_minor_locator(P.matplotlib.ticker.LogLocator(subs=range(2,10)))\n", "ax1.yaxis.set_minor_locator(P.matplotlib.ticker.LogLocator(subs=range(2,10)))\n", "ax1.grid(which='minor', color='w', linewidth=0.5)\n", "\n", "# En parallèle: facteur d'échelle\n", "ax1b = ax1.twinx()\n", "ax1b.plot(z, cosmo.scale_factor(z), 'r-')\n", "ax1b.set_ylabel(\"Scale factor\", color='r')\n", "ax1b.set_yscale('log')\n", "ax1b.grid(False)\n", "\n", "ht = (1/cosmo.H0).to('Ga') # Hubble time\n", "ax1.axhline(ht.value, c='b', ls='--')\n", "ax1.annotate(\"Hubble time = {:.2f}\".format(ht), (z[1], ht.value), (3,3),\n", " textcoords='offset points', size='small');\n", "\n", "# Ax2: distances de luminosité et angulaire\n", "ax2 = fig.add_subplot(1, 2, 2, \n", " xlabel=\"Redshift\", xscale='log')\n", "ax2.plot(z, cosmo.luminosity_distance(z), 'k-', label=\"Luminosity distance\")\n", "ax2.plot(z, cosmo.angular_diameter_distance(z), 'k--', label=\"Angular distance\")\n", "ax2.set_ylabel(\"Distance [Mpc]\")\n", "ax2.set_yscale('log')\n", "ax2.legend()\n", "\n", "ax2.xaxis.set_minor_locator(P.matplotlib.ticker.LogLocator(subs=range(2,10)))\n", "ax2.yaxis.set_minor_locator(P.matplotlib.ticker.LogLocator(subs=range(2,10)))\n", "ax2.grid(which='minor', color='w', linewidth=0.5)\n", "\n", "# En parallèle, module de distance\n", "ax2b = ax2.twinx()\n", "ax2b.plot(z, cosmo.distmod(z), 'k-', visible=False) # Just to get the scale\n", "ax2b.set_ylabel(\"Distance modulus\")\n", "\n", "fig.subplots_adjust(wspace=0.3)\n", "fig.suptitle(cosmo.name, fontsize='x-large');" ] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 1 }