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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "%matplotlib inline\n", | |
| "import pylab as pl" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "collapsed": false, | |
| "slideshow": { | |
| "slide_type": "skip" | |
| } | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import pylab as pl\n", | |
| "pl.rcParams['image.interpolation'] = 'nearest'\n", | |
| "pl.rcParams['image.origin'] = 'lower'\n", | |
| "pl.rcParams['figure.figsize'] = (12,8)\n", | |
| "pl.rcParams['image.cmap'] = 'viridis'\n", | |
| "pl.rcParams['font.size'] = 20" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import warnings\n", | |
| "warnings.simplefilter('ignore')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "from astropy.visualization import simple_norm" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "from casatools import simulator\n", | |
| "from casatasks import importfits\n", | |
| "from casatasks import exportfits\n", | |
| "from casatools import table\n", | |
| "from casatools import msmetadata\n", | |
| "from casatasks import split\n", | |
| "from casatools import ms\n", | |
| "from casatools import image\n", | |
| "from casatasks import imregrid\n", | |
| "from casatasks import imrebin\n", | |
| "from casatasks import tclean\n", | |
| "from casatasks import imsmooth\n", | |
| "from casatasks import feather\n", | |
| "from casatasks import impbcor\n", | |
| "from casatasks import imhead\n", | |
| "from casatasks import clearcal" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "%%bash\n", | |
| "cd /Users/adam/repos/uvcombine/examples\n", | |
| "#cd /Volumes/external/dc2019/" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# download and extract the data\n", | |
| "qac_bench = 'qac_bench.tar.gz'\n", | |
| "if False and not os.path.exists(qac_bench):\n", | |
| " import requests\n", | |
| " url = 'http://admit.astro.umd.edu/~teuben/QAC/qac_bench.tar.gz'\n", | |
| " result = requests.get(url, stream=True)\n", | |
| " with open(qac_bench, 'wb') as fh:\n", | |
| " fh.write(result.content)\n", | |
| " import gzip\n", | |
| " with gzip.open(qac_bench) as fh:\n", | |
| " fh.write('qac_bench.tar')\n", | |
| " import tarfile\n", | |
| " with tarfile.open('qac_bench.tar') as fh:\n", | |
| " fh.extractall()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "ia = image()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "mstool = ms()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "sm = simulator()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "tb = table()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "msmd = msmetadata()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "\u001b[34mM100_aver_12_ch0.ms\u001b[m\u001b[m/ \u001b[34mM100_aver_7_ch0.ms\u001b[m\u001b[m/\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "ls -d *ms" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "!rm -r M100_aver_12_ch0.ms/\n", | |
| "assert split(vis='M100_aver_12.ms',\n", | |
| " outputvis='M100_aver_12_ch0.ms',\n", | |
| " datacolumn='data',\n", | |
| " spw='0:0',)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "!rm -r M100_aver_7_ch0.ms/\n", | |
| "assert split(vis='M100_aver_7.ms',\n", | |
| " outputvis='M100_aver_7_ch0.ms',\n", | |
| " datacolumn='data',\n", | |
| " spw='0:0',)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 14, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 14, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "ia.open('M100_TP_CO_cube.bl.image')\n", | |
| "cs = ia.coordsys()\n", | |
| "cs.referencevalue()\n", | |
| "ra, dec, stokes, frequency = cs.referencevalue()['numeric']\n", | |
| "ia.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 15, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "from astropy import units as u\n", | |
| "from astropy import coordinates\n", | |
| "m100 = coordinates.SkyCoord.from_name('M100')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 16, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "<SkyCoord (ICRS): (ra, dec) in deg\n", | |
| " (185.72875, 15.82083333)>\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "center = coordinates.SkyCoord(ra, dec, unit=(u.rad, u.rad), frame='icrs')\n", | |
| "print(center)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 17, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/latex": [ | |
| "$0^\\circ00{}^\\prime05.3143{}^{\\prime\\prime}$" | |
| ], | |
| "text/plain": [ | |
| "<Angle 0.00147618 deg>" | |
| ] | |
| }, | |
| "execution_count": 17, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "center.separation(m100)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 18, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Ch0 freq [[1.14600244e+11]] Hz\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 18, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_12_ch0.ms/SPECTRAL_WINDOW/')\n", | |
| "ch0freq = tb.getcol(\"CHAN_FREQ\")\n", | |
| "print(f\"Ch0 freq {ch0freq} Hz\")\n", | |
| "tb.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 19, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Ch0 freq [[1.14600244e+11]] Hz\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 19, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_7_ch0.ms/SPECTRAL_WINDOW/')\n", | |
| "ch0freq = tb.getcol(\"CHAN_FREQ\")\n", | |
| "print(f\"Ch0 freq {ch0freq} Hz\")\n", | |
| "tb.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 20, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "from astropy.io import fits\n", | |
| "fh = fits.open('skymodel.fits')\n", | |
| "fh[0].header['CRVAL1'] = center.ra.deg\n", | |
| "fh[0].header['CRVAL2'] = center.dec.deg\n", | |
| "fh[0].header['CRVAL3'] = ch0freq[0][0]\n", | |
| "fh[0].header['CDELT1'] *= 2\n", | |
| "fh[0].header['CDELT2'] *= 2\n", | |
| "fh.writeto('skymodel_at_m100.fits', overwrite=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 21, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 21, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "importfits(fitsimage='skymodel_at_m100.fits',\n", | |
| " imagename='skymodel.image',\n", | |
| " overwrite=True,\n", | |
| " defaultaxes=True,\n", | |
| " defaultaxesvalues=[f'{center.ra.deg}deg',\n", | |
| " f'{center.dec.deg}deg',\n", | |
| " f'{ch0freq[0][0]}Hz',\n", | |
| " 'I',\n", | |
| " ])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 22, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "{'ar_type': 'absolute', 'numeric': array([3.24157820e+00, 2.76125632e-01, 1.00000000e+00, 1.14600244e+11]), 'pw_type': 'world'}\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 22, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "ia.open('skymodel.image')\n", | |
| "cs = ia.coordsys()\n", | |
| "print(cs.referencevalue())\n", | |
| "ia.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 172, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "ia.open('skymodel_rebin.image')\n", | |
| "data = ia.getchunk().squeeze()\n", | |
| "ia.close()\n", | |
| "pl.figure()\n", | |
| "pl.imshow(data.squeeze().T)\n", | |
| "cb = pl.colorbar()\n", | |
| "cb.set_label(\"Jy/pixel\")\n", | |
| "pl.title(\"Input Sky Model\")\n", | |
| "pl.gca().set_xticklabels([])\n", | |
| "pl.gca().set_yticklabels([])\n", | |
| "pl.savefig(\"inputmodel.png\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 24, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 24, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "msmd.open('M100_aver_12_ch0.ms/')\n", | |
| "summary_12m = msmd.summary()\n", | |
| "msmd.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 25, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "['UVW', 'FLAG', 'FLAG_CATEGORY', 'WEIGHT', 'SIGMA', 'ANTENNA1', 'ANTENNA2', 'ARRAY_ID', 'DATA_DESC_ID', 'EXPOSURE', 'FEED1', 'FEED2', 'FIELD_ID', 'FLAG_ROW', 'INTERVAL', 'OBSERVATION_ID', 'PROCESSOR_ID', 'SCAN_NUMBER', 'STATE_ID', 'TIME', 'TIME_CENTROID', 'DATA', 'MODEL_DATA', 'CORRECTED_DATA']\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 25, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_12_ch0.ms/')\n", | |
| "print(tb.colnames())\n", | |
| "tb.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 26, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 26, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "imrebin(imagename = 'skymodel.image',\n", | |
| " factor = [4, 4, 1, 1],\n", | |
| " outfile = 'skymodel_rebin.image',\n", | |
| " overwrite = True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 27, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 27, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "clearcal('M100_aver_7_ch0.ms')\n", | |
| "clearcal('M100_aver_12_ch0.ms')\n", | |
| "os.system('rm -rf SkyM100del_7m12m_dirty*')\n", | |
| "tclean(vis=['M100_aver_7_ch0.ms', 'M100_aver_12_ch0.ms'],\n", | |
| " imagename='SkyM100del_7m12m_dirty',\n", | |
| " startmodel='skymodel_rebin.image',\n", | |
| " cell='0.4arcsec',\n", | |
| " imsize=1024,\n", | |
| " phasecenter='J2000 12h22m54.9 +15d49m15',\n", | |
| " gridder='mosaic',\n", | |
| " niter=0,\n", | |
| " pblimit=1e-5,\n", | |
| " savemodel='modelcolumn'\n", | |
| " )\n", | |
| "\n", | |
| "tb.open('M100_aver_7_ch0.ms', nomodify=True)\n", | |
| "mod = tb.getcol('MODEL_DATA')\n", | |
| "assert mod.any()\n", | |
| "tb.close()\n", | |
| "tb.open('M100_aver_7_ch0.ms', nomodify=False)\n", | |
| "#assert tb.putcol('CORRECTED_DATA', mod)\n", | |
| "assert tb.putcol('DATA', mod)\n", | |
| "tb.close()\n", | |
| "\n", | |
| "tb.open('M100_aver_12_ch0.ms', nomodify=True)\n", | |
| "mod = tb.getcol('MODEL_DATA')\n", | |
| "assert mod.any()\n", | |
| "tb.close()\n", | |
| "tb.open('M100_aver_12_ch0.ms', nomodify=False)\n", | |
| "#assert tb.putcol('CORRECTED_DATA', mod)\n", | |
| "assert tb.putcol('DATA', mod)\n", | |
| "tb.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 28, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Text(0, 0.5, 'Amplitude')" | |
| ] | |
| }, | |
| "execution_count": 28, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_7_ch0.ms')\n", | |
| "data = tb.getcol('DATA')\n", | |
| "moddata = tb.getcol('MODEL_DATA')\n", | |
| "uvw = tb.getcol('UVW')\n", | |
| "uvdist = (uvw**2).sum(axis=0)**0.5\n", | |
| "pl.plot(uvdist, np.abs(data[0,:,:].mean(axis=0)), ',')\n", | |
| "pl.plot(uvdist, np.abs(moddata[0,:,:].mean(axis=0)), ',')\n", | |
| "tb.close()\n", | |
| "\n", | |
| "pl.xlabel('UVdist (m)')\n", | |
| "pl.ylabel('Amplitude')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "sm.openfromms('M100_aver_12_ch0.ms/')\n", | |
| "sm.predict('skymodel.image')\n", | |
| "sm.done()\n", | |
| "sm.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 29, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Text(0, 0.5, 'Amplitude')" | |
| ] | |
| }, | |
| "execution_count": 29, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_12_ch0.ms')\n", | |
| "data = tb.getcol('DATA')\n", | |
| "#corrdata = tb.getcol('CORRECTED_DATA')\n", | |
| "uvw = tb.getcol('UVW')\n", | |
| "uvdist = (uvw**2).sum(axis=0)**0.5\n", | |
| "pl.plot(uvdist, np.abs(data[0,:,:].mean(axis=0)), ',')\n", | |
| "#pl.plot(uvdist, np.abs(corrdata[0,:,:].mean(axis=0)), ',')\n", | |
| "tb.close()\n", | |
| "\n", | |
| "pl.xlabel('UVdist (m)')\n", | |
| "pl.ylabel('Amplitude')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 30, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "['UVW', 'FLAG', 'FLAG_CATEGORY', 'WEIGHT', 'SIGMA', 'ANTENNA1', 'ANTENNA2', 'ARRAY_ID', 'DATA_DESC_ID', 'EXPOSURE', 'FEED1', 'FEED2', 'FIELD_ID', 'FLAG_ROW', 'INTERVAL', 'OBSERVATION_ID', 'PROCESSOR_ID', 'SCAN_NUMBER', 'STATE_ID', 'TIME', 'TIME_CENTROID', 'DATA', 'MODEL_DATA', 'CORRECTED_DATA']\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 30, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_12_ch0.ms')\n", | |
| "print(tb.colnames())\n", | |
| "tb.close()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 31, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Effective 7m diameter: 25.811846180585125\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Text(0, 0.5, 'Weight')" | |
| ] | |
| }, | |
| "execution_count": 31, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "tb.open('M100_aver_12_ch0.ms')\n", | |
| "weight = tb.getcol('WEIGHT')\n", | |
| "uvw = tb.getcol('UVW')\n", | |
| "uvdist = (uvw**2).sum(axis=0)**0.5\n", | |
| "pl.plot(uvdist, weight.mean(axis=0), ',')\n", | |
| "tb.close()\n", | |
| "\n", | |
| "tb.open('M100_aver_7_ch0.ms')\n", | |
| "weight = tb.getcol('WEIGHT')\n", | |
| "uvw = tb.getcol('UVW')\n", | |
| "uvdist = (uvw**2).sum(axis=0)**0.5\n", | |
| "pl.plot(uvdist, weight.mean(axis=0), ',')\n", | |
| "print(f\"Effective 7m diameter: {(uvdist*weight).sum()/weight.sum()}\")\n", | |
| "tb.close()\n", | |
| "\n", | |
| "pl.xlabel('UVdist (m)')\n", | |
| "pl.ylabel('Weight')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 32, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "ia.open('SkyM100del_7m12m_dirty.pb')\n", | |
| "pbdirty = ia.getchunk().squeeze()\n", | |
| "mask = pbdirty > 0.05\n", | |
| "nanmask = np.ones(mask.shape, dtype='float')\n", | |
| "nanmask[~mask] = np.nan\n", | |
| "ia.close()\n", | |
| "\n", | |
| "def showimage(imagename, title=None, stretch='asinh', mask=mask, **kwargs):\n", | |
| " if isinstance(imagename, str):\n", | |
| " ia.open(imagename)\n", | |
| " data = ia.getchunk().squeeze()\n", | |
| " ia.close()\n", | |
| " else:\n", | |
| " data = imagename\n", | |
| " \n", | |
| " if 'percentiles' in kwargs:\n", | |
| " min_percent, max_percent = kwargs.pop('percentiles')\n", | |
| " kwargs['min_percent'] = min_percent\n", | |
| " kwargs['max_percent'] = max_percent\n", | |
| " \n", | |
| " pl.imshow(data.squeeze().T * mask.T,\n", | |
| " norm=simple_norm(data,\n", | |
| " stretch=stretch,\n", | |
| " **kwargs))\n", | |
| " if title is not None:\n", | |
| " pl.title(title)\n", | |
| " pl.gca().set_xticklabels([])\n", | |
| " pl.gca().set_yticklabels([])\n", | |
| " pl.colorbar()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 33, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "from turbustat.statistics import psds\n", | |
| "\n", | |
| "ia.open('SkyM100del_7m12m_dirty.image/')\n", | |
| "ppbeam = ia.beamarea()['pixels']\n", | |
| "ia.close()\n", | |
| "\n", | |
| "ia.open('skymodel_rebin.image')\n", | |
| "skymodel_input = ia.getchunk().squeeze()\n", | |
| "pixscale_skymodel = (np.abs(imhead('skymodel_rebin.image')['incr'][:2]*3600*180/np.pi)).mean()\n", | |
| "ia.close()\n", | |
| "\n", | |
| "ftin = np.fft.fftshift(np.fft.fft2((skymodel_input * ppbeam)**2))\n", | |
| "pfreq_skymodel, pspec_skymodel = psds.pspec(ftin)\n", | |
| "\n", | |
| "# filter out bad data\n", | |
| "pfreq_skymodel = pfreq_skymodel[np.isfinite(pspec_skymodel)] / pixscale_skymodel\n", | |
| "pspec_skymodel = pspec_skymodel[np.isfinite(pspec_skymodel)]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 34, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def plotpsd(image, pixscale=None, mask=None, label=None):\n", | |
| " if isinstance(image, str):\n", | |
| " ia.open(image)\n", | |
| " data = ia.getchunk().squeeze()\n", | |
| " ia.close()\n", | |
| " \n", | |
| " pixscale = (np.abs(imhead(image)['incr'][:2]*3600*180/np.pi)).mean()\n", | |
| " else:\n", | |
| " data = image\n", | |
| " assert pixscale is not None\n", | |
| " \n", | |
| " # mask out NANs\n", | |
| " data[~np.isfinite(data)] = 0\n", | |
| " \n", | |
| " if mask is not None:\n", | |
| " assert mask.shape == data.shape\n", | |
| " data[~mask.astype(bool)] = 0\n", | |
| " ft = np.fft.fftshift(np.fft.fft2(data)**2)\n", | |
| " else:\n", | |
| " ft = np.fft.fftshift(np.fft.fft2(data)**2)\n", | |
| " \n", | |
| " pfreq, pspec = psds.pspec(ft)\n", | |
| " \n", | |
| " # filter out bad data\n", | |
| " pfreq = pfreq[np.isfinite(pspec)] / pixscale\n", | |
| " pspec = pspec[np.isfinite(pspec)]\n", | |
| " \n", | |
| " if not any(np.isfinite(pspec)) or not any(np.isfinite(pfreq)):\n", | |
| " raise ValueError(\"WTF\")\n", | |
| " \n", | |
| " pl.loglog(pfreq_skymodel, np.abs(pspec_skymodel), 'k')\n", | |
| " pl.loglog(pfreq, np.abs(pspec), label=label)\n", | |
| " \n", | |
| " pl.xlabel(\"Frequency (1/arcsec)\")\n", | |
| " pl.ylabel(\"Power\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "showimage('SkyM100del_7m12m_dirty.image', title=\"Dirty Image\", percentiles=(1,99))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 36, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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/eOMorv/JJnzw4U24/4V92Hawa9jv+dNXmvCZX+4wxHx7OIGqgLa5iuUI/P4jOv0V2aZVDrciobTIhWPdMXBu/Rlni2wz+Ns7rfj0L3ac7EfLgXOOZEYtKINvfhpBXXQIgiAmFyTwCQLA8rpyrJ5fgZ+8fGBE3GRA64FfW+KzvHb1klpkVI7n3j25bjrfeW4PQvE0vnnt6WAsd0LwjDIfkhnVUhA6HBztjmLJvc/hreaefo/beqALVQEPfvGJFWgLxfHFp95CS08ct6yaAyCbcS+EjkgCVz2wEa8f6sLvdhzFP//6Tcv7jSciULkWDQI0gT+j1AfGgIQh8PWITmCgNpna8ZFEGv+76RDu+8tu4z1V5ZAZQ4nPhd9ub8ajG61tV40MfiKNrQe7sG53/kjW395pzdtrvz9ExCbtINQ55/jxhqac+FAoTg4+QRDEZIUEPkHofO6iBnREEvj1tiMjcv2Wnjiml3gtr502PYg5FUUn1U3njSPd+PW2Znx8dR0W1QQdjzFaZQ5zDv+91jBC8TT+2s/6OefYerATK+aWY9W8Cjzz2TV45JblePlf1+LmlULgF76p+tFL+/FuSwhvH+3F+r1tWG9qVwlkhX3jCe1rRySB6oAHXkXOOvj6k5NyvxuyxCwZfHPcJdtFJ41X9rXjOVN707TKoUgM/3r5QgDAoc4+yzpENCeSTCOeyiCjcsesfzqj4rO/fhNPDqEWRDj3Tg7+0e4Y/vvve/Die9aNhbk1LGXwCYIgJhck8AlCZ0V9BVbMLcdPXm4adhc/o3KcCMVRW2p18LWYTi02NXXiRy81YtP+joK6+aQzKr76x12oCXpx1yUL8h43o2xkWmW29mrXe3lfe95jjnRFcSKUwIr6CgBAXaUfl546DYoswaPIAIBEyip4Q/EUfr3tSF5HvbkrasSpIvE0jvfGbcOrkkbmvrEtDEBz8CsDHnhdEuL6/bqjSQQ8CtyKBLcsWe4XNV3PXGQbTWYQimV/j1SVQ5IYrl4yHTNKfca1BSIKw7nWcx+A45+vjog2iGsoXZVSunPvtHEQ3XvsLr05okN98AmCICYXylgvgCDGE3dd3IAbH92K/9vejJtX1Q3bdTsiCaRVnuPgA8CNK2Zjw952fG/dPgCAxIAF0wI4a04ZzppdhjNnl6K+0u8YvXlyy2Hsbg3h4Y+dhWJP/v+dhYM/3J10RGegPcfDaAvFjW40ZrYe0PL1K+aW57zncWkegz2is2FvO/7tD+9gc1MnfvCRM4y6BcH9z++DxBhcshaBOd4bR1rVikwVWcL+tohx7L4TEaQyKrqiSVQVe+BzWR38Ur9WkOySmcUBNxdcJzLZPvixVAaRRBqcczDGDAcfgL55sIp3s5DuNAS+ingqgdIiF1yy9jMQLTZ7Y4UPXRP9+52Euphuq9pqA8xFtuTgEwRBTC5I4BOEiVXzKrB8Thke3tCEfzh7luEwnyzmHvh2ZpYV4a93nYfeaApvNnfjzSM9eONIN/78Vgt+tVWLC5UWuXDGrFKcNVsT/UtnlSCWzOD76/bhvIZKvO/0mn7vH/C6EPQqONo9vL3wW3tiUCRN5G5s7MCHl83MOWbLwU6U+91oqC7Oec8tC4FvFcVCJD/zVgtKfC584wOnGRuc91pD+OPOY7jj/Hr88Y1j6I2lcCIU16+jCfxGXeAvnlGC/W0RdPUlwTlQFfDA65JNXXRSKCtya2tRZEuRbTSZ6+DHUyrC8RQyKkc0mYHfo0Dl3NiA+NyyZUouYI3CdOo1ELFkBlc/uBFfuHQBbl89F0B2SNZQBH66nwx+NKGtxy7iQ6aNR4qKbAmCICYVJPAJwgRjDJ+7uAG3PLYNv9txFB9bMWdYrmvvge9ESZELaxdWY+3CagBa9KOpPYI3jnTjjcM9eLO5Gy/vawfnAGNAqc+FRFrFNz7gXFhrZ2ZZkRHR2dncg0QqY8RmTuZznTGrFAc7+rCxsd1R4G890IVz6sod1ygcfHsUR0RNPnTmDDy55TDK/G588VItgvS95/Yi4FHw6Qvm4fndJ3CoI2oI3HhKE9372yLwuiSsXViFh9bvx1H9c1cW2wV+MivwZWaN6JgGU5mfMIjoTyiegt+jIJ3JOvg+l5zTajWSSKOy2I2OSBKd+rnhRAqheBr7TmSfNIgWm72xwttpinU7ZfDF58gV+OTgEwRBTFZI4BOEjfMaKnHm7FI8vL4J1y+bBbdy8qUqwsGf7uDg50OSGBqmBdAwLYCPnD0bgCbK3mruwRuHe/DW0R5ctKgacyv9g7rejDIfDnf2oTOSwG0/3wavImPzv100qM1BPoTAn1nmw8bGDiOPLjjaHcWxnhg+ed5cx/OzDr5N4Ou//urVp0KRGR54sRFlRS6cPqMEL+5pw5euWIjSIjcCHgX79Iw9AMT18/a3RVBfWYyFNQGoHNh6sBOA5uD73LIlg1+v//xcimTJsMccHHwg67CH42nUlmh98CUmIjpyzjCsSDyNuko/OiJJo4++eDogahiAbEQndDIOvkMGXzxRsEd0wvG08fTFHu0RrT5P5s8GQRAEMXZQkS1B2BAu/rGeGP745tFhuWZrbxw+l4xS2wCqQgl6XTivoQp3XdKAx247GzetHPwThhml2rCrb/5lN3qiKRwPxY1OM0OBc47jvXHUlnhx/oIqdPYlsbs1ZDkmm793flKgyBIUieVEdERUxq1I+NYHF+Py06bh63/ejc//ZieqAx7cfq62YSj2KugxDc4Szvz+tgjmVxejoToAANjcpAn8ar3INpvBT6HMLxx8a5FtXx6BLxDRG1XlUOSsg2/O4GdUjr5kBjW22gRRSN3aEzdeEw7+UAS+2Jg4Ofh9RkTH+noolv3sdgf/yS2Hcd531uf09CcIgiAmBiTwCcKBtQuqsGRmCX60fr9jZ5JCae2NobbUO6aO6MwyH/qSGfxpZws+fJYWpdnY2DHk63X2JZHMqKgt8WJNQyUA4JVGazedrQc7EfQqWFQTyHsdjyLldNERQtUlMyiyhB9+9EycO68Cx3pi+NzFDfC5tdoIe2FxPJVBNJnGsZ4Y5lcXY26lH4rE8PohbaNRqRfZxlMZJNMqIom0EdFxyXYHP+vEOwl80UknrffBB7IZ/DePdOMTj79uDNKqsRVXx5wcfD2DH06kC47MGALfKYOvfw4nB79M33DaO+z8ausRHO2OFTQ4iyAIghg/kMAnCAcYY/jcRQ1o7orh6Z0tJ309rQf+4OM5I4HopDOvyo9vfeh0zKkowqsnIfCF+1xb6kN1wItTaoPYuM96va0Hu3DO3PKcLjhmPC45J6IjBLVL0v6K8rpkPHLLcvz4Y2fhhnNmG8cVe6xPRBJpFQfatT7086uL4VYk1FX6EU+pKPYo8Lll+NwK3msNYc1/vwQAhsh1K5JlHeYi27hDn36RYVc5h2zL4K/f04YX97ThnaO92s/IJvDF04FQPG24+e3hrJtfqIsvhDjnWTc+mVYRTaazXXRUjnA8ZQzSCsezBcbmSbb72yLYc1yLPQ1lPgFBEAQx9pDAJ4g8XHxKNU6tDeKh9fsds82FoE2xzV9gOxosmVWKORVF+M51S+BRZKyZX4ktBzqH/IRCuM/ic53fUInth7sMwXq8N47DndG88RyBR5FyhGQqo0KRmGVj4PcoeN/iWkNMA0DAm+vgixaZomuP+FoV8AAAPnV+PW5fPRfnL6jCNUunG0XN9icJZoEfS2Zy4lUia5/OZAW+KOAVRb1v6wK/xra5Mxfwip9jWzgBlx71MRfADgbzn0/x+/nd5/bgY49uNT5HhnNc/5PNOO876/V7ZJ9emB1889CyfHMICIIgiPENCXyCyIPI4h/s6MOf3x66i5/KqGgLJ3KGXI02M0p9ePlfL8SyOVo/+vMaKtGXzODNIz1Dup7RGUgXr+cvqEIqw42CVvF1RX1u/3szHkVy7KIj+sP3h4joeEU//ZSK/W0RyBLDnAqteLZhmhYPqizWxOzpM0pwz9Wn4nvXL8WDN5yJWeVFxrX6TMLbXGQbS2VQoefVBULgq6YiW1HAKwT+O8c0gV8d8MCczhK5eED7OaoqR3s4YRRM52uV+cTmQzjrm8/jyc2HLK+b23sKsd7SE0dLTywb0VG54cxndDc/6FMgMWsG/9m3Wx2vSxAEQUwcSOATRD9cduo0LKoJ4MGX9g+5leCJUBycw3HI1Viyal4lJAa82ph/Cm1/tPbG4ZKZIXyXzSmD1yXhFT2ms/VgF4o9Ck6tDfZ7HXs0BtAiJ8LN7o9i3cGv08V8PJVBY1sYcyqKjO5Hdgc/H36PYpkibBb70WQGFX7r+cJlT9uKbJMZFYc6tZjQLl3gB7wK/O7s0wZzvr+1J47uaBJplRtFwfkE/qb9nejqS+KX+nwEgbkLjuhAlEhnkEirFgffWHsshVAsjaDXBUWSjE1Bc1cUe0+EsXRmiXaNFAl8giCIiQgJfILoB0nSXPwD7X141hRdKIRsD/yxdfDtlPhcWDqrFK8MMYff2htDTYnXiNF4XTJW1lcYhbZbD3RieV0ZlAGceI/ikMHPqHAPYshYwC7w01pEZ35VdqjWAt3BryoeWOBHEtZYjvn7oM8FcymB6KKTUU0Ovktbs+iIc1wfwBXwuuD3ZD+PuUNPS2/MOH6+vhnJJ/DFJGJRvCswx6xEoW0irSKZVo3PYTbj28IJxFIZBLwuyBIzNq9d+qTd+fpGgxx8giCIiQkJfIIYgCtOq0FDdTEefLER6hBc/GwP/PHl4APAefMr8fbRHvRGC2/N2NoTz5nMe15DFQ6092Fncw+a2vsGzN8DeTL4aRXuwTj4ekSnTo+2RBIZHO6MGkIZAOZW+lHhdxtRnXz43bLFwTe3EI0m0/C6JEvXHhHRyajZQVded1bEu00bm4BXgd90btTm4AuB3zBNW3coz7CrZn0ScXdfytLC0tztRrj5iZSKRFo1nkSYu+gc0Qtti72K1gtfnKNvtMTGiRx8giCIiQkJfIIYAEli+OeLG9DYFsHf3z1e8Pnj1cEHgDUNVVA5sPlAYS5+TzSJ/e2RnE3LBQu0dpn/37q9AAbO3wPaNNvcNpkqXIMYMCaE6NxKLUe/73gYaZVbBL5bkfDqly/CjabuO074PQpiqQwyKkc6oxo9/AEtouNWJAS82UJb0ekmYxruJRx8AFheV2Z8X+xRELAIfFMGPxRHm+709xfRCcdT6ImmUFbkQjKjWp4CmB38rFjP6Fn77EakSN+AHNcLe70uCbLMEIqn0BtNGbUQQf3nmsxQFx2CIIiJCAl8ghgEVy2uRX2VHw8MwcVv7Ykh4FVyeraPB86cXQq/Wy6oH348lcEn/3c7IvF0zqCteVXFmF7ixcbGDvhcMhbPKBnwek4RHS2DP/BfT4tnlOL8BVU4d562sdjVomXehVAW+Nxyv606gezTgGgyjXeO9SKcSGPNfO26ibQKj5J18P1u2VJkazj4ruyaxWwAiQFFbtni4FuKbHuyEZ3Z5UVwy5KjwBeFu0tnlQIAuvuyMZ18ER0gG+fRBL62BhEdcuuDxn634yiWfmOd8SQl6NM2MuTgEwRBTExI4BPEIJAlhn++aD72HA/j+fdOFHRuS+/Y98DPh0uWsLK+Aq/uH5zAz6gcd/3mTew40o3vf2QpltdZHXrGGM5rqAKgFd0ORqQ7ddFJDrKLTlXAgyc+fo7R4/89fZLuvGr/oD6PGSHA+xIZbNIn3wqRDmhiWBT1Tgt6s20yVWsffEAT9avqtXhSsUcBY8wxolNZ7EFrbxzt4QQCep/+oE/pV+AvmakJ/C6TwE87RXT0n6mY9KtybtQBiKdKbkWytB19t0X7+YknIzc+uhWfePz1fn9uBEEQxPiDBL4DjLEAY+wHjLHDjLEYY2wTY+zssV4XMbZcs2Q66iqK8MCLjZb880CIKbbjlfMaKnG4M4ojndF+j+Oc495n3sVz757APVediquXTHc87vwFmsBfMXfgeA6Qvw/+YDL4AklicMsS4ikVM0p9hlNdCEL8RhJpbGrqwKKaAKpNnXc8Ltlw8KsCnuygKweBX1viM2JCItZjfoIj4jUzy3yIJNJoao+gKqjdK+hzOfbBFwOqluhPRd451ou6u5/Fy/vaLcWwws1PGqhfw20AACAASURBVAI/6+CLP7bHdYHvUSQoUvafgT+9ecyyZgB4cU9bfz82R9IZteBe/gRBEMTwQQLfmUcBXA7gVgCLAawD8AJjbMaYrooYUxRZwmcvasC7LSG8+N7gRY9TMep4Yo3uuG/c33+7zB+/3IQntxzGp86vx8fXzM173NqFVfjQmTNw7ZmD+9/FqU1mMj04B9+MR8/szzPl7wtBtLHsjiax/VA3zp1XaXG3zQ5+td3BZ9Yi2xllPgS8LlQWuw033NxFJ6oX884o0/5cvH2019hMlPhcjpNsj3bHUOSWjc+35YD2lOG//7bHcdCV2DSJRJnKufGaiOh4FNnyGQ90aO097QPEnPjjm0fzFmd/6XdvY8m96wraCBMEQRDDBwl8G4wxH4APA7ibc76Bc76fc34vgP0APj2miyPGnA+cMR2zy4vwwEuDc/HjqQw6+5LjsoOOYF6VH7UlXrzaTw7/9zuO4jt/34sPnDEdX75iUb/X83sUfP8jZxgDpAbCOYM/BIGvu+fmFpmFICI0Gxs7kEirOHdehcXddiuSUSg7LeBBJJFGRuXIODj4M3XhvmBaAJV6e06/Q5GtOK43lkJ1QPszUuJzWSI6L+9rx5HOKJq7o5hZ5kO5PndA5PZ3t4asXXTUbBcdMxmVI66/dtwU0VEcahPMDr6ZeCpjnP+F376FP7x51PG4P+hPAiIJ525ABEEQxMgyIQU+Y+w6xtiDjLGNjLEQY4wzxn4xwDkzGWOPMcZaGGMJxtghPYZTZjtUASADiNtejwFYM4wfg5iAuGQJd144D28f7cWGfQMPiDo+jjvoCBhjWDO/EpuaOh2Heb2yrx1f/v3bWD2/At+9bumAxaqF4lEkJFLWiE4ywwfVRceMKHCdP0QHX0Ront99ArLEsKK+HOY9htZFRzj4mmiPxNN5BL62ufne9Uvx39ctAQBjc+CSmdG6UhwHwHDwg96swI+nMrj1sW342P9sQXNXFLPKihDUW1uaI1VHu7PfZx18q8BXeVagiw2GPYMvcHLwv/qnd7D43ucQS2aM/H9HJJFzHJD9veiMJB3fJwiCIEaWCSnwAXwVwGcBnAHg2EAHM8bmAdgB4HYA2wDcD+AAgLsAbGaMGc26OedhAJsBfJUxNoMxJjPGbgKwCkDtcH8QYuLxwTNnYkapDz98YWAXfzz3wDezpqESvbEU3tEnrwp2HevFp3+xAw3TAvjJTcuM6bDDicflMMl2kH3wzXh1cS16yReKiNC81xrC4hkl+hCo7Of1KBIuWFCN65fNRKlPc9FD8RQyPCvwKwMeVPjdWDZH8w2ml/qMAmDh4Jf43IbArg16oad7jE2D2cHf2dyj3SeWxrHuGGaW+cAYQ5nfbcRsAGDn0ezvWzrDoao8Z0hVRuU5P2e37CzwgzYH/7afb8MvthxBKsOxvy1irC+fgBebpc4+5w0AQRAEMbJMVIH/BQALAAQxuNjMwwCqAXyOc34t5/xuzvlF0IT+QgD/aTv+ZgAqgKMAEgA+B+DXAKgpNAG3IuEzF87DzuaeAbvPtEwABx+A0Q7y1cbsU4nmrihu+/nrKC1y4/Hbz84b2zhZPIqMtB51EQwpoqNvPk42ogMAq+dre35zfMWtSFjTUInvXr/UcLjDNge/2KNgxz2X4gK90NhMXYUfXpeEGWU+owDWrUiGc2+O6IRi2iCr1w9qvfinl/oQTqSN2FN5kdtybdE9CNB+dk4TaOOp3L++PC4JisNGyt7SdcPedmNzt+9EGL0x4eAn0dITw2a965BAFDk/tL4Jr+xrx65jvTjjG+uMfv8EQRDEyDIhBT7nfD3nvJEPIgTNGKsHcBmAQwAesr39NQB9AG5mjBl99TjnTZzzCwAUA5jFOT8HgAvAwWH6CMQE57plM1Fb4h3QxW/VHfzace7gVxR7cNr0oNEPv6sviVse24a0quJ/P34OpgVHbv1CmJtbZaYyasFPC7wuGRV+N8r87oEPdsAs8EVffXuRrUD0iQ/HU5rAZwM/bVi7sAo7vnopqoqznXlkiaFGL8A2F9mqXMuv7zjSDQCGMBaZ/TK/dn+3ImFGqc/2s+OO/evNg7HMn8m+do8iOf7sf/CRM+CWJexrC2cd/L4E3v+jV3HDI1ss/x+In+VLe9pwy2Pb8PimQ+iJpvBCAcXpBEEQxNCZkAK/QC7Sv67jnFv+1dPjOK8BKAKw0n4i57yPc96q5/QvB/D0SC+WmBh4FBmfWTsP2w9357iXZlp64yj3u434yHhmTUMl3jjSjY5IAh9//HW09MTw6C3Lh5xpHyxC4JtbZQ520JWZ2eVFlumxhVKk/x65FcmI2NgdfIFw8EPxtKVNZn+IXvjma0qMGfGtaqNNpnbt3ljKGGbVqX+t0jcBotA26FWwsMY61CutqjltR4Fs5x7zUt2KZBTlCjx5cvlFbhn1VX40nogYvfU7Igl06DEd8wZCTMwVFBszBqjoliAIYjSYCgJ/of51X573G/WvC8QLjLHLGWPvY4zNZYxdCmA9gL0Afu50AcbYHYyx7Yyx7e3tAxdeEpOD65fPwrSgBz98sTHvMa29sXHv3gvOm1+FVIbjuh9vwttHe/DADWfmDLIaCUSco9M0uGmwg67MfO/6pfjRjWcNeR2SxOB3y1g2u8zYkJmFrsci8LMOfnqQAl8gmyIxssSMFqpVpogOoAl8e2Ze3LdMj+gUexwEfiY3aw9kC2tLTfEetyJZhmRprzlvRj2KjIZpATS2hdHjkME3x29U21Mtnzs7Y4AgCIIYeaaCwC/Rv/bmeV+8Xmo750cA9gB4AsCrAC7jnDs2feac/4xzvpxzvryqKjd7S0xOvC4Z/3TBPGw92GX0JLcz3nvgm1leVwaPIuFQZxRf/8DpuPy0mlG576p5Wt79uXePG68VOugK0MRyoZsCOzevqsMnTD3+rQI/K3yDpgy+ygsT+GYHX5aAq5bU4tZVc4xrivhPKJbOEerCCa/QHfyA14VFNoGfyuRx8PXOPaW+bC2FR5GRUlXLZ/LkiUZ5XBJmlvnQ2hM3nixETa59ezhbUBszvT67vMiIELXn6bpDEARBDC+Fj3ucfIh/bQ3LiXP+FICnxmY5xETihnNm46H1TXjwpUasrK/Ieb+lN4YV9SPvgg8HXpeML1y6AB5Fws0r54zafWeVF2HZnDI8s7MFn1k7H4DWRedkxfpQuPt91h7/ct6IjhDhQ3DwbRGdM2eXGZEgwObg2wpjxaCtMkPgK1hUE9SvpbXCTJv63Qs8imREaEqKXJbXhYNf5ncjFE/nrX3wKjKml3iRVjma2iM577eZBL55Y1IV8BiDu0TbWIIgCGJkmQoOvnDoS/K8H7QdRxCDRnPx6/Ha/k5sP9RleS+SSCMcT08YBx8A/umCebh9df4ptSPF+5dOx57jYew9HgagZ/BHoCVnodgHXZm/9ygSwglrF53BXdMa0bETNG0e7N1wivU4k8jgF3sU1Ff54ZKZEXVy6qIT8CqGq2528N2yZEzBFbEfe7xG4HFJxp/l91rDOe+bHXxzx56Myo2pv6JtLEEQBDGyjP2/oCPPXv3rgjzvN+hf82X0CaJfblwxGxV+d04WX3TQmV46MTL4Y8mVi2shSwzPvHUMnPMhZfBHgnxddAAtSlNIFx2na0oO5wmHXXPws0K92KMYQ8aEGA94XXDJEuZVFRs5d6cuOgGvyxiuVWIS+JLEkNKLbMv0++YV+IqEWv3PciSRNo4XmB38WCqD65fNxIq55UirKkJx3cGnNpkEQRCjwtj/CzryrNe/XsYYs3xexlgAwGpoU2q3jPbCiMlBkVvBHefXY2NjB97Q2xoCph74E8jBHyuqAh6snl+Jp3e2GO5zoRn8kcDcI97jsv51GfAqCMV0B7+AtQ4k8IvdCiSmDdEyR13M02XLTREdAHjf6bVYpUfE0g4Z/GKPAqHbS2099FN2Bz+3PheAltefbvqzLHryC+wOfmmRC2VFbqTS3BD4PdGUcT+CIAhi5Jj0Ap9z3gRgHYA6AHfa3v46AD+AJzjnfaO8NGIScdPKOSgrcuFBk4s/UXrgjxc+sHQ6jnbHsE0f7jQeHHyzALc7+AGvS5tkW6CDb479OEV0JIkh6HOhJ6pFdIRTbh4+ZW6TCQB3XdKA716/BICWwTdvDCQG+ExtWkttzrs5gw8g71wHr0uynFtf6be83xaOG+fHUyq8LhkuRUIqoyIUy3bPMXft2XM8hH//4ztQ1QFHmhAEQRAFMPb/gg4Bxti1jLHHGWOPA7hbf3mVeI0x9j3bKZ8B0AbgAcbYnxhj/8UYewnaRNx9AL4yaosnJiV+j4JPnleP9Xvb8fbRHgCag88YUEMCf1Bcdto0eBQJv9txFMD4EPj5+uADmrgOx9PIcG45biBkWxcdJ4Jel+GIZ+M4WYFfUexGhd+NetPUXpeUHRhmFvhFbgWmPYUlogOYHXwR0XFek0eRwUwbmU9dMM/yvhh+Je7tdclwyQzJTDaiA8Do2gMAn3pyB3619QiOdEWdb0oQBEEMiYnaRecMALfaXqvX/wOAwwD+RbzBOW9ijC0H8A0AVwC4EkArgAcAfJ1z3gWCOEluWTUHP3vlAB54cT8evXU5WntiqCr2jAuhOhEIeF24+JRq/H2X1i5zPBTZ5uuiA2gi/Fh3DJzDyMYPBvugKydKfC7DES/zu4GOPhR7re0tt/77xda4j8Tgc8mIJtOW7jtFbtlynN3BFwK/tJ8iW8YAlx5D+tfLtdEii2oCYAxG9Ef0uBcFtl6XDJckIZlWEYqlEPAoCCfSFgdffP50vlwQQRAEMSQmpMDnnN8L4N4Cz2kGcPtIrIcgAE2gfmLNXHz/+X3YdawXrb1x1JZS/r4Q3r90Bv76jibwPeNgY2TJ4NsGQAW8ijHwaahFtvm675T4XDjcpaUGhbMe8Fj/ulYcfj4B/amCcNElpgl880ai1GfN4AvHXsR+nAS+R5EM9/7OC+cbr7skyaiZ6DMEvnDwJbgUhp5YCirXNirhRNoi5sVmx97WkyAIgjg5xv5fUIKYRNx6bh0CXgUPvtSIlt4YplM8pyDWLqwyhKxLGfsi23yTbAFd4Ee1gU+FFNkO2sEPaRGdUoeITj6CPpelODfoc6HIrVg+R77rlNoiOnUV2SJar8t5uq3YAPlcMqIJzbk3HHxFhkuWjCFXYgNhdvDFumjCLUEQxPBCAp8ghpESnwu3r56L5949gSOdUeqgUyBel4wrTtcm6I6HaJOlD769TabXZYjhQhx8yRarcSLoUwyR7lRkm4+g3tlHdNEJeBUtosPMAt/leK69D/7fP38+HrjhTAD5p9sKgV4ZcKMvmdYKbPV7+9yy5WcmPkc6w/Gtv76HTfs7jN/jPhL4BEEQw8rY/wtKEJOMT6yei2KPgrTKqQf+EPjgmTMAZAc+jSVCGCsSyxHjZid8yIOu8mwMgqZC2OzU2oF/HoaDr0deSn1uFHsVy9qLB3Lw9V2L1yWjQr+3PZ4kEAK9qtgDlWtRGzFQy+uSLJs0sf5kRsXPXjmAGx/dSg4+QRDECEECnyCGmZIiF247tw4A9cAfCufOr8TTd67G6vmVY70UI3pjL7AFrIK7EIEvm54KSHn+BjZ3uinXnfV8wtxM0OsyJuC6FQn3XH0q/t+lCy0bFZ8tbnNKrTbMW7xu7qIjBHo+B19sVqoD2QFYRgZfj+gIxPpFrMl8fl/C2refIAiCODkmZJEtQYx3/vH8ekSTGaxpGHuROhFZOqt0rJcAICtAnQSu2WUvpE3mYBx8s8CfXV6EL12xEFcurhnw2kGfglA8jURKhUeRcM7ccu0++j0VOVfg/+aOlTgRihs5+1N1wQ9kNzb5MvhCwFcGtE1IXyJtRHQ8LtlSRyEiRh0Rk8CXmXEeQRAEMXyQwCeIEaDE58J/XHPqWC+DOEmEMHZ28LN/fRbSJnMwXXTM8SSPS8Jn1s53PM7pvFAshXg6Y4nViPW5JClns1Licxkbiqc+tQoLawLGe+4BHHyx/qpizcHvS6YR1yM6Pr1NpkAI/M6+RM75FNEhCIIYXkjgEwRB5EE47AMJ/IIcfHngIluzg58v/+5E0OdCWuXojaYsolzc0qVI/W5GhOMvEJ/b4+o/ohP0aT+LvkQGUUsGP9fB7zI5+GI4Fjn4BEEQwwtl8AmCIPIgSQwSy+2gA1hd9nztLp2QC4zo5HPPnRBrag8nLKJciPpCNiLme+fbZKxdWA0gW2vSl0zjvdYQ3IqEGWU+y7AykcHv7MsK/MMdUeM8giAIYvggB58gCKIfZIk5ClyzwFcK6INvFvX99cEXOD09yIdw0jsiCct54p4iM3/TytlYMbdiwOtlM/jOa/j3KxfhllVzLMOuXj/UhTNmlcJjK7INeHIFflh37iPDWGQbjqew9UAXLjl12qCO33G4G8d747hqSe2wrYEgCGKsIQefIAiiH2SJOYpsc1eboTr4+broBIca0bE4+KYMviHwta/3XbsY1yydPuD1shn8fIOuJNRV+uHXxXt7OIFdLSGcU1duOR8wOfiRRM51Tjais+9EGE3tEQDAH944hk8+sR1t4bjjsarKUXf3s/jxhiYAwId/vAl3/uoNJNIZ3P7zbdhzPHRSayEIghgPkINPEATRD4okOQp8WWLwu2X0JTOWgVgDXk8eOKITNG0eCoro6BuDcCJtOc8osi1weJhL6b/IVuB3axuAP+1sQUblWDWvIud+YhPQZXLwBYUW2WZUjm//7T3843n1qA56cdn9rwAAzpxdamwqOiNJo32nmag+aff+F/bh02vnGa+/c7QX6/e2ozeWwh8+s7qg9RAEQYw3yMEnCILoBy2i4/xXpRDUhehmcx/8fF10FFkyilLzFbg6EcizMRDrUwoU+AN10REI8f5Wcw/qq/xYVS8EfvbziWt0RJIoK3LBvLfZdrAL9z+/b9Dr2tzUiUc2HsTdf3jH8vqbR3qw9WAXAKDbYSMBAFE97++y/ezFUwoxQZggCGIiQwKfIAiiH5R+BL4Q1IVEdMyFrqyf80QO36nANx9iUwBYYzVGN6ACagWArEDP1wc/e1z2Kccn19Q7PjEQ33f2JVBW5LbUGQDAD19sNL5/80g3Trnn77jzl2843k/82GLJDELxlOMxXdE8Al/P+7tsv6di30UCnyCIyQAJfIIgiH6Q8mTwgew024KKbAfZySboc0GWWEGue5E7K8Qdu+gU6OAzxnD76jpcuKh6wGP9bhkVfjc+dNYM4zWzwBcbG861z2YuUgaAeVV+4/sfvbQfsVQGOw53O95L/AwzKsex7pjjMfkcfNGxR5EkpDJZMZ/OaCN84ymaqksQxMSHBD5BEEQ/KBLL66KfrIPfH0GvUlD+HgCK3HkiOrYi20L42jWnYWX9wB13rj1zBr78vkUWt998P3OdQtDnMjYjn71wPk6tDRprj6cyeK2pA4C1m9Af3jiKy+9/BZxz42eYUlUczSPw73n6XfzDTzcDAFp7Y7j3mXeRzqhGn363zNBtcvmF2I8k0jjU0Tfg5x1p7vnTLvzwhcaBDyQIgnCABD5BEEQ/fOTsWbji9BrH94QLXUiR7WCn3pb4XAULfFliRktLS0RniEW2hfC1a07DPyyfZXnNHIMxP+UocsnGRqDM78aMMh/Squagbz7QiXhKRcCjIK1mHfadzT3YeyKMcCINrr+WUTmOdkfzrmmbnsf/8u/fweObDmHbwS6jY48iS+g0Dd0SrT57oims/d4GYwjXYOiMJBDOExUaKk9uOYz7Xxh8XQJBEIQZEvgEQRD98PlLFuCK0517pBsOfgF/kw7Wwa8p8aK0yD34C+sYxbkOXXQKHXR1spiffJgFvsclmTYiEhSJIa0L7IPtmnt+5pwyZFRunNOht9fs7ksabns6w/M6+ILOSMK4dkrliOkOviIzS0cfEdERDBTViacyWPfucQDAsvtewCXff7nf4wmCIEYTapNJEAQxRAJDcPAHm8H/wiULcNu5dQWvSYu6JC0ZfPugq9HCmsHPfu9RJMPB97pkKLJkOPg90SQkBlT43Tig97YHgI6wJsYv+O4GI7qTUTnawrl99c0su+8F43tV5egzIjqSZeiWXdAPJPDvf34ffvrKAfz2jpUAgBOh/tdBEAQxmpDAJwiCGCJicmwhunmwm4Eyvxtl/sIdfJFtN0d0htoH/2SxZPAtLTNlePX1uRUJLokZrnxXNIkSnwsumVlc9Q7TgCwRn0mpakFRmrTKjTaZiszQZbpmzCboRVY/H+LJweHO/BEhgiCIsYIiOgRBEENEOPjyCDj4Q8XtMJxKOPiDzf8PF5Y2mTkOvvbrdEaFIjPEUyquefBVPLOzBWV+t8XVB6wCX5BReUECP6Oq6NPbZCqShK5o9tyYTdDbBb8d8QSisS086Pv3x+amTsfPoqrc4WiCIIj+IYFPEAQxRMTE2XwTaZ0Y6Ry8uL7ToKshNNE5KcwC37yx0TL4mkCOp1QosoSOSALvHOtFKJ5GWZEbisSQ0YtsE+kMQvHcabfpDEfIJop/+NEz8PPbzjY2EGYyanbQlcRgKYy1O/bxARx8wc7mnkEd1x/pjIobHtmCqx/cCADgPCvqI/p63znai6d3HjvpexEEMTUggU8QBDFEls0pw3kNlairLBr0OSPt4IsIkFORbSHtPIcDc0THZYvolOvxI8ZyNz1lRdoMABHRMXe7MSMcfPPP9PLTanDhomrcd+3inOPTJgc/rXKETZsGu2M/kIMvWmy+eUQT+Cfz2yqGazV3xcA5tzy56NWfMlzzo1dx1292Dv0mBEFMKUjgEwRBDJGZZUV48hMrjKjOYBhpgS8bDr4pgz9WER3TJsM8tdejSPjsRfNx18UN+PBZM3PqEkp1B18IXad4DqAJ9t5YCtMCHv0e2Y2NeaqvIJ7KIJbSRH0yrVoc/EIjOqJAV6xxKB2PBOaBW3uOhy3TdO2TehPp3HU9ueUwth7oHPL9CYKYfJDAJwiCGEVGPKKjO+VOXXQKiRINB/kGhHkUCUVuBV+4dIFWZCvnOviKLBltMvM5+KFYGhmVY1qJ17iu2EiIFqZmEumsg68J/KyDb4/o2AW/mVf2tecMw3K6X3+Yz0+aBP2+E2HLr+25/A7bz6InmsQ9f9qFGx7ZUtD9CYKY3JDAJwiCGEVGPqKTm8E3IjpjVGTrtg3s8pim3QLWDjuA2cHXh0/FnAW+GE41LaAJfPMUXX8eB19k8JMZ1RbRsWb8+xJpo3++/Rq3PLYNvbEUSouyT24yBRTDbmrqwNrvbcDvdxwFAItj/9vXm7H2u+uNX4saA/Fb1xaKW6714nttAIDaEt+g708QxOSHBD5BEMQoUkjP/CFdXxfV5kiM0M+jrO8hSwz/ctkCPH3nasvr9gJYpy5EssSgcuCp7c3G8KuyIucoVHVQi+h4TbEk54iO3cFPQfyY7I79vX/ejbXf22D8emdzDx7deMASp/nkmrm4eFE1AGvMxsxTrzejJ2rdoBzq0Fprvn5Im7SbNJ37+qEuS0FxKKZ9LyJA7ba+/+t2a8O2FtYEHO9PEMTUhAQ+QRDEKCKPcCsb4eCb2ysKsT/STw+c+OxFDTilNmh5zVwfAAAu27piyYzh/n/pd2/jgZf2AwCe+/z5uHJxTc49pgWFg5/9J80pMmN28FMZFaF4GuW6cBaZ+wPfutI43jwl99qHXsN9z76HlKk3vyQxPHrrcty8co7ldcGuY7340u/fxt2/f8fyus8tWe5p3hzYryMiOmK4V7upHiGdUbGpqTPnGgRBECTwCYIgRpGRzuALEW/uxCLiI6PdRScfHltkR7Fl9a9bNtNxMxL0uVDiyy1mrdaLbM0RnXwOvhDMwsEXw8SiyQzcsgRJYpb12aM3Zgd9VlkRGGNwyZIlNy8QnXbshbLiSYPI/TudK+iKJvH3Xa3GhsV8/3dbQkbMKNHPNQiCmHrQJFuCIIhRZKRddJ8ucs2yVOXjTeDbHHzTU43f/dMq1FX6czZCokOO2+EJSNbBz163yC2DMcDUUh67jvXiUGcUHkVCny6uDQc/mTHW4XXJhmA+HopjRqkPAY+CcCKNll7N1f/UBfW4ekmttn6FWWI2AhEHKnJb/6kVS4qnBhb4P97QZPl1m0ngC/f+9BlBEvgEQVggB58gCGIUGelONv925Sm47dw6XHFaNsqSFfgjeutB47Fl8M1iXrj59o2QV5ENt9xOTUluRIcxhmKbsN52qAsumeEjZ88yXhOFstFkxmjraXbtm7u0vHyJflxrj1bkOq+q2Ig+eWQJqYxqGVClXVNz1/0e64ZGCPpYMoOHN+zHV/+0K+cz5aMtlBX4R7qiqCx2Y3qJD4kB2noSBDG1IIFPEAQxiox0Br/c78a97z/N0rlG6NXR7qKTD3tERzaJduGi22M7Prcmkl22c32u7NAsr607z7zq4px7nz6jxHD8ARjnxlPZ3H/cJJaFwC/Tnf7juoNvHeIlgXNrLAqA8ZTA7uALtz+ezmBzUyf2HA/nrDMfkUQ27hOKpxD0ueBxyf0+BSAIYupBAp8gCGIUGekMvhPjL4Ofv8hW9M63/5xE9Mju4M+t9BsbBq/tun/8zLk4Z2655bWqYo+lP789gw9Yhfr+9giAbJFrS6/m4Js7/4hNh73QNSYcfH1zct2PN+H6n2yyOPh9iWzHHHt3IXt7UQDGdF9Aa6EZ9LrgliWK6BAEYYEEPkEQxCgyFp1s+HiL6PRTZOvKE9ERsR57Br++ym8493aBzBjLGbZVGfBYhLPI4EeT6ZyBWz6XjEdeOYBNTR3Ge63CwXfYlKTSNgdfZPD1gt/th7vx+qFuQ+DHU6plwFaZbRpuucN03JRp8xGKp3UHX3KccEsQxNSFBD5BEMQoMtJ98J0QxvJYbC6csGfwLXEXXXw7iW3tdeu59VXFcMkSZInlRHSA3CFalX635RrCwY+ZIjqC//unVQCAzU2dcOUGNQAAIABJREFUhqvfajj4uWtOZKwiW2Tw7RsaEdGJpTIWgV9qE/RibWbMw7fCsRRKfC54FAmJ1Mk5+LuO9VqiSQRBTGyoiw5BEMQoMhYaOzPOu+iYNz1C2NuHX3kdBP4Zs0px08rZALQYjD3rbj8eyHXwa/Q8firDc46dVVaE2hIfjnbHDNddFNmaNw7iqYK9h70Q76otm2+O6Jj/PNgHeZX7cwd7WSI68RSCXgUeRT6piE5XXxJXP/gqVswtx/K6Mvy/SxeOm3oNgiCGBgl8giCIUYSNgcgWEZ1x4+Dbi2zNbrg0QAZfP3dGqQ9/Mk3IfehjZ2FupT/nXvYnAZXFHkvGXkzBNV9bEPAqmFnmQ3NX1OhEJIZTmTclYsNwsL0P00u8xu+xIfC5NZ9vCPxUxtKxx+7Y2x19AEip2rmcc4RiWkTHLUtI6l18hvLnSzj3Ww92YevBLlxyyjScObus4OsQBDF+oIgOQRDEJCdbZDvGC9GxC3yniE5Om0xbBt8evTmvoQozy4py7mV35Sv8bkuO35zRF68X6UWxksQws6wIR7tjOe68eQMi7nHT/2zF+r1txusRvYA2wzlCsWz3G3PPfPP3OQ6+k8DXj0+kVSQzKoJelxF5GqqLb98TjMUmlCCI4YUcfIIgiEnOeGuTaW+BqTi0ybQ77/aIzmC7ETlFdPqS2c41ipwr1F/44gU4EdKiOLPKfTgRjhui33nN2e+PdceM7yP6lFlV5egxC/w8QtxeZBv05f4TLSI6YsMQ9CmIp7KiX/ycbvv5Npw2PYh/vXyR472crikYi05PBEEML+TgEwRBTHKEUAx6czPd4wGXQ0RnoAy+08Arx2vnFNl6jHMDXsWW/9e+n17qMyIqs8qKwDlwqLPPch3zEwZzpj8Uz24ehIOvco6eqLODb8YeyXGqKRBPEkJxXeB7XcYTEXMnnQ172/HQ+qac852wt/ckA58gJj7k4BMEQUxyPrmmHn63ghvOmT3WS3FEMbny4inDQH3w7RGdfNg3AkGfYsRySotcNgc/95rTS30Ask9BnI41x3zCJoEf1kV4hnP0xpLG6/kc/IDX+k+y3/bUQJYY0qqKnc09iOqbh6DPZdQFiE46dsE+EPYBXXZHnyCIiQcJfIIgiEmOW5Fw67l1Y72MvAg33CzG7QLfyOArYgMwOAdfHHfN0un48hULwRgzRH2Jz2U8MbDfX+D35LbeNK/Zft6Rrj48v/sELj11WtbBV20OflqFLDFLgS0AzCkvgktmhksv+ucLilwyeqIpXPvQa6jQC3KDXgU9UWsGvyOSyPvzsBOKp9DVl7S8tn5vG1p6Ynjf4tpBX4cgiPEFRXQIgiCIUWFlfbnj6y6Hwlm7Q2938J3cdsdr6xuCoFcxinCFy17qcztm8J3ua8epiw4A/PWd47jjye0Ix1OGqFc5jO99LhnJtIppAQ/srKivwBv3XGr82m+L6BSZNhuduigP+lxG21ER0TkRGrzAX3LvOnz0Z1ssr/3ghUZ8+pdvDPoaBEGMP8jBJwiCIEaFX31yJZzCH0Ism6Mu9gy+J6fIdpAZfCk3s19XobXTvG7ZzLxOvMBpeBZgL861bjY4Bw609xnRl4ypyNbvkZHMqCgvdqNFH5plJuB14ek7V6MtnMjZ5GiC3yreiz1KThcdUSDsc8n45dbDuPaMGfB76J97gphK0P/xBEEQxKiQr4tPtnNO/ojOyWbwzderq/Rj731XwKPIlpiMiP+YsU/ddVqf22FjsPdE2Piem9pkcq5FdJzOESydVQoA2Hawy/K6z5272XDLklFkK7L9bWFtExBLZfCVP+5CsUfBB86Ykfd+Q+XJLYfx+sEufOtDi+FRpEEXPhMEMfKQwHeAMXYIwByHt/7KOb9qlJdDEMQk4zd3rERlcW6P86mKkcFX8kd0hJPuLrCLjmLEf2xPBPRYiywxMKYJ78IcfOeIjmDf8azAz3COpF4Im+EcybQ6qPXbW3PaIzvaOpgpoqML/JD1yYAYZFUoybTq+NkE9/xpFwDgmbdacF5DJZ78xIoh3YcgiOGHBL4zZwMw/81aC2AHgKfGZjkEQUwmVtZXjPUSxhVOrS9zHHy3foxRZDs4B989iMy+S9ImwQ6UwTcXwDoNujJjdvAzKoxe9ZkMRzKj5nTMccIu8IscCn5dJgc/kRIZfKvAz9e1ZyDC8RQqinNrBZzY2NgxpHsQBDEy0PM0Bzjn7Zzz4+I/AFcCCAH4vzFeGkEQxKRDuOzmjjb2DL7oCV9oH3zDwe8nsy/e8jrEccz3MfelV/L0wRc0nogA0Fpdcs6NAljh4Nun+TpRV+HH5y5uMH7t5OC7ZMlYt3Dwu00de8yvF0pvLDXwQQRBjEsmpMBnjF3HGHuQMbaRMRZijHHG2C8GOGcmY+wxxlgLYyzBGDvEGPsBY6xsgPMYgE8A+AXnPDqcn4MgCILIim9LRMckoL/9ocW4YEEVgKwjX2gG3+WQrxcId7064O33WmZH3WlAlpnjoTi8LglBnwsZlWcdfFVz8PuLvggkieGLly5AQC+QtTv6jGkRI7esvb6zuQfv/9GrOW0vhyrwzUO7CIKYWExIgQ/gqwA+C+AMAMcGOpgxNg9axOZ2ANsA3A/gAIC7AGxmjPX3vPxSAHMBPHqSayYIgiAccCyyNQn4j54zO2eS7aC76Dg8HcjHtKCzwBc1AuYiVznPoCszVQEPJMaQ4dzIwWdUbhTZfvHSBYNy8kVxsr0TjvhMohB4++FuvH20Fwc7rFN380V0BhqIFRoBB59zjic2HzJmBBAEMTJMVIH/BQALAAQBfHoQxz8MoBrA5zjn13LO7+acXwRN6C8E8J/9nPuPAF7nnO88yTUTBEEQDjgNupIH6Ljj1PHG+fjBO/7Tgs55c7EWfwERHQCoKvZAlhg4B+K6yBYRHbci4XMXN2Dvfe8bcF1Mv5XdwRefSWwSwrogt0dr8jn4AxXfjkREZ1NTJ/7j6Xdx3192D/u1CYLIMiEFPud8Pee8kXM+4Dxtxlg9gMsAHALwkO3trwHoA3AzY8zvcG41gA8AeOSkF00QBEE4IkS42QnP57i7lMIcfMUQ+AMfX1OSx8FnuQ6+WeDn24wsqg1CYpprLwpgOdcGUg0moiOQ9PvbBb74uYkuOkKQ2yfkJtMqdjb34Omd1gfesQEEfiieFfjP7z6Bn792cNBrzkdSf2rgNAOAIIjhY0IK/AK5SP+6jnNusTE452EArwEoArDS4dzboE0V+c1ILpAgCGIqoxgOvkk053HcC83gu42IzsDHV+bpGKMYDr4pomO73p5vXoE937wC37luifHaR8+eBUnSIjpmFz2Wyhi5+cEgbuWzFdm6bA5+Psc9mcngQw+/hrt+sxNhk2iPJ/uP6Jiv9/sdR/H4pkNoPBG2XMPM7pZQ/x/EvKb00Fp3EgQxOKaCwF+of92X5/1G/esC84t6ce0nAfxG3wjkhTF2B2NsO2Nse3t7+0ktliAIYqohxLLST5tMQaFddAo5Pt8xIgNfZMrAM2Zdn9clw+uS8Q/LZ+Gb156OixZVY8nMUkiMgZsy+IBW1Gsv+q3N8/TAfC+76y+eYkgSg0eRjMm5dhIp1Tj2pT1txusDOvixbE4+mVERT2Vw6f2v4Kb/2eZ4/JUPbMTjA7j80YR2z6EW/hIEMTimgsAv0b/25nlfvF5qe30tgAYMIp7DOf8Z53w553x5VVXVkBZJEAQxVWGMwSUzS0QnX+xF6xojDao4FTBHdAbn+Oe7J2B18Pvj5pVz8NhtZ2vnMqZ30bGKaY/ps27/6iV4/osX5L3eFy/V/KdKv3U4mvkz5RvIBWjivK6yCACwbvcJ4/VCIjqJdAZ9ujh/q7kn7zk/feWAds+0irq7n8Vjr1oFf59eXDvU3vwEQQyOqSDwB0L8DWmxPvScP+OcO1sVBEEQxLAhS8wS0emv682PbzoLN66YPajrOnXocaK0yJX3vWwGvvDZkJLEoHLNsTab/mY3vrLYg2JP/mvfcM5sHPr2VTlddMwbIl8/Aj+RUo3e+E1tEeP1gYpsw6Y2mcm0aul8k68ErrU3jkgije6o1qrzG7Zi2kg/An/LgU58/PHXkR6guw9BEAMzFSbZCoe+JM/7QdtxBEEQxCjjkiSLCJf6ycxffMq0wV/XaKuZ/3q7vn45+ovoi3PtRa6DQWKAqjv4frdiCNxCimyNddieQlgdfOv1GNMKegHNfe/We+Mf646Bcw7G2IAOfsL0vj1S01/EprsvaQz2siMcfKfzb3hkCzgH2iMJ1Jb4+l0bQRD9MxUc/L361wV53hdjAvNl9AmCIIgRRpHZoDrdFMq0gBcSQ7+Csdij9OvOyych8GWJIZFWoXLr+YOtITBjP8fcScge0Sk2fZ7OviTSKkdtiRfhRNoono0n+xf4cZMItzvusX7O7UumLQW6Zrc/ktQEvlOhrjhMRIEIghg6U0Hgr9e/XsYYs3xexlgAwGoAMQBbRnthBEEQhMbnL1mAD581Y9ivO7uiCDu/dhkWz8z3EHdgsoOuhhDRYQx9uqg1R2yGspmxP4Vw9ZPBN9+rVW9JuUT/GRztjgEYOIMf78fBj/ZzbjSZsRTotoUTxvfCwe+JpSztPM15/3xdegiCGDyTXuBzzpsArANQB+BO29tfB+AH8ATnvA8EQRDEmHDruXVYXlc+ItcOevPn6weDU5vMwSKxrNttdvDdQyj6tTv45l/bIzrF3qzA74hoAnvJTK2XxJ/fbkHd3c9i++Fu03ok3HVxg6UWwBLRsQn61p5Y3nVGExmLYN96sAuvH+oCkHXnOQd69Jw+YG2xSVNuCeLkmZAZfPb/s3fe4XFU5/7/nK1arXqxXGS5dwPGBgw4Jpia4IRryg01odcAgQRIgBDIBRxCgAQSWn4EDL4QbiChJ5hmirEpNqa4YNxlW7LVrLbS9vn9MXtmZ3Zn1SxZLufzPH4kTTlzZt2+5z3f932FmAPMSfw4MPH1CCHEvMT3dZqmXW+65UpgMfCgEOJYYDUwHZiFbs25pc8nrVAoFIq9EocRwe+ZRactIfCtnXB7waJjWiSkJtmahbq0vhwwRI/gz1+yGYBXv6xK3u9xct3xY/nH0i2GwN5QF2D4r17nyQsONRpUSbbsbMs4z0A4SrPJonPN35cDsH7uSZbE3fpAmOJE7wGz5ac1qAS+QrGr7JUCH5gCnJdybGTiF8BmwBD4mqatF0IcAvwP8D3gJKAaeBD4raZpDX0+Y4VCoVDslchOtj3xzTuEoC1h0cn2mjrh9iCCn3qPNYKfWeBLRpT4yfY4jQWHWWxLu498hsshjPOPf7iBUMQq8Lc2ZI7gt4djtk23Rt38b0Bf9MTiGpX1bYwtywWw1PBvUQJfodhl9kqLjqZptydKWGb6Ndzmni2apl2gadogTdM8mqYN0zTtZ0rcKxQKhaIjpAe/C81w09AFfnoE39OTJFtHapJtZg++ncAv8nsyJgrLHQX5DLPFZ3tTkFBKBF/6+O0IhKM0dyDS5U7ChrpkyU5zacyWFItORwm9CoXCnr1S4CsUCoVCsbuYUqF714v83m7fa7bomMV1j5JsuxHBT62Z73U5yPY48boyCPyUfgG5KQI/tYpOfSBEKnK90RaK0dweyVjbf2BeFsV+Dxtqk6lv1gh+Mvr/xKKNTPjNG9S0BDPW3t9VQtEYv3l5BTUtwT4ZX6HoD/ZWi45CoVAo9nGePP9QBuZn9fc0uO2HE/nRIUMZWtj92uzmev7WKjq9bdFJSbL1WoV8kd+DECJjHoEnpeNvrteNXmAOAjYRdNk4y/pMF83BKGtrWlhV3cyAXK9twmx9IMTIUr9F4Jsr6pg9+LJR1mF3vcPIUj/v/uJo2/nvCgtW7uDpJZtpD8f4w38f1OvjKxT9gYrgKxQKhWKPZNb4AUwYlNf5hX2M1+VkytAC3D1oTmW29fi95io63R8r9Z4Ok2yzrPG7wmwPkL4QkJWBDO+9TQTfDnMFHGN+Lidel4N/LN3Kim3NFGS78dp8ZlWNQUaW5FgtOmaBn1gU7Gi2RtTNC4LeRO4YSCvWq19W8d6amm6PMe+jjX22y6BQdBcl8BUKhUKh6AI9EeUyQRewNNPqqLNuJlJtPR02uvJaS4MW5yQEfopFZ3iJ3zKWOzGv3E5KizbaRPBdDmHZpdjeFLT1/I8o8VNRnE1da9iotR+L6xYgn9tpJNlurOtc0LcEI7YefU3TmPfRRqNEaEe0haSFSp/71X9fzvlPftbpfWZue2Ult7+6ik82qrQ+xZ6BEvgKhUKhUHSBnohyYRH4u+jBT3m+x2VOsu3YoiMj+KkWHSnwU6vo5HUQwfe6HDTYRPCdDmHZSahqCqbtLDx8zlT+cvbBhj9fRutlBL8w220k2crmWqKDj/2Sp5fy21dXph2vbgpy+6ureP2ragD+/XU1Ly3fZjuGrNmf+hl2B7kY6ax5mEKxu1ACX6FQKBSKLuDsgcA363hzdNvdC42uzBH8ziw6RX5d4Kcm2Y6UEfzE2HZJttY5CHKzXNg5UZwOYXxGeVku5l90mGVBIQQcP7GMgmyP8VnI6Ln04Odne2hNCG6Z2Dt5cLILcTxuffDm+jbbij47EwsQab+58pnPufb/vrB9p9pEp91dEeeyQ29di3XHYOmmBq58ZlnavBWKvkYJfIVCoVAouoDoKJScAfOiwCzCe1JTP3WBYfbgezux6EiBnxqlHmFYdKxVdPJ89hadLJczzQ5kzMdUMeiW2ROYOabUYksqyvYY48sdBiOCHzNF8IMygq+Pdc2xY5g2rBDQS3CaaWqPpJXVlMchveSmHVLgB0LRHnvoZWJwbYol6NL5y/j319ttdzwUir5ECXyFQqFQKPoI86LAKvB7UFQ/BfMiITWC70+16BgC33p8cIFeGciTSIZ1GR58+wh+lseZ9iyJ0yGMSPaAXL36kTmCP6o0x/heCn/ZBExG8AvMAj/RXGtcWS6nTysHsFTlicTitIVjRsTfjOykm9oVNxbX0DSN5ZU7WbZ5JwA1hsCP9SiKH43FDWFfmxLBl59nKKXMqELR1yiBr1AoFApFH2FOsjWLa5dj1//7NS8S5NhSqKfWoC9OCHyzOP/O6BKjSlFqBD9Tkm2W22GI9tSk4x8dMtQQyKW5XsvzLjtqJI+ff4hxrd/kwa9rDRmR+dIcLw2BMJqmGaLY63YkPfsmwW6I+A4i+KnnGgJhfv3SCk55eDGnP7oYTdOM+vetoajtWJ1R1RgkktiBqMkg8Nt6MC7A/W+uYfivXlcWH0W3UXXwFQqFQqHoI8y2Gq/JHtOTkpup2Hnw831ualtCaY2uUstkTh6Sx/9ePN3oIJv04Hccwfe5kxadPJ/bqFKz/NbjKch2c9e/VwMwICHwZWJxkd9DnmnRYE6yPeTOt43jgwp8hGNxmtujhkXH63IYOQXScrN4XR0PvrtWH8Oma66s8tMajFq65N7x2ipe+bIKAE3TI+51rbp9JhCK2o7VGUs365Vz/B5nWgTfmfg8e7JwAHjw3XUAhGNxshz2OycKhR0qgq9QKBQKRR8hA/gOYbXUuHuQsAsw74JDOXt6hT6GM72KzomTyjh7eoURXR8/MJfhxdmMKctJXKeLRFku0+V0JOZmrYOfqQttljtp0SnITgp2n8dpsSMV53iN40BauUxpIdpc32Y5PijR2KymJWhE8D0uB7mJ+Uif/NmPf8LHG3RhHQjH0iLcZg++WVy/8mUVsw8cxB9OPxCAZz+tJBbXyPe50yL4yzY3EIl1bq1ZtLaOIr+H744rTRP47sQiLBDateo60q6kUHQVJfAVCoVCoegij547lVev+k6Xr5cWHZfTYbHr9KRMJsDR4wYYXnbzGEMKfXhcDs48tIK5pxxgLCYmDsrjvRtmUZIQ3IbAT0n4NergGxH8zEm2hsA3JeJKK8pvT57EAUPyjZ0Lea3PY10w+BM/r6puNo45RNK7X9sSMkStx5mM4LcGo3xqU2s+EI7S1B7hw7W1gMmiE4zS3G6Nnp87fZixo/G3RRsZXpzNrHGlBMLWCP5pjyzh1pdW2H4OEk3TWLSujiNHFTMgN4ualOZcrl2M4EvkboZC0VWUwFcoFAqFoot8b/IgDijP7/zCBFLoepwOzLb7XUmyNaLtpl2AQfk+1tzxPSYP0ecmhWVqtR4p7M0dZj1OR7KTbWKSdnXwhUgk2XrSI/jyPc87cjivXp1cAGVnjODr46+uSgp8l8PBgDx9IVLTEiIci+FyCFxOh7EgaAlFqWywRv1BF9CXPr2UH//tU1qCEYsHvzklCfegofnG3FuCUY4YVUJOlotAKJYmxF9N2HkysbamlZqWEDPHlJDncxMIxyyVeFxGBD9d4K+vbWVdTUuH40tUkq6iuyiBr1AoFApFHyGMCL6weOZ7UiZTIsfxpPj4zRYZaQ1xu6wLCWnlsUTwXY7k9U4HLocwzpsrg5YX+ijL9Rpj5Ps8iXtExhKiMnKf2mDL43LgcTrYYOpW63IKIzm3piVIKBI3FiK5pgi+nVhuDUZZXtkIQFs4lrToBCNGMq4k2+OiIBHBB90W5Pe6bJNsAzZdcs18uLYOgBmjSwzbVcxkF5KLsdTyngDH3vc+x93/QcaxzbkDdhH8D76t5aN1dR3OT7H/opJsFQqFQqHoI6SOdzsdlqZXPemKa9ybEm23Qwr71IWEtMyYE36vPHoUkxLNpCqKfFQUZRsC3ykE0URE+snzD2Vgvo/73lwD6Am9nc1DPs/vSZcb2V4n4bakiHU6BLleF1luh27RicaN+v7mqjt2Dcc217cRTgjiQCiaMYJ/2lS93GahafdhYF4WO5qDhKNxdrall9ysaQkSDMepKM5OO/fRujpGlPgpL8w2EmqjcQ3ZT0zO1bxwCEZirK9tTRsrFXNN/aCNB/8nT3wKwKa7Z1uOr6xqosjvYVC+r9NnKPZdlMBXKBQKhaKPcCQi226HML6HnnXFlSQTYjOPYUT5M1h0zBH8i2eONL4/78jh/OSI4UbE2eEQkIhID8jLIsfrMu7N8TpxO0WH88hk0QFd9DeaBLXLoe8EDMjNoqYlhNflMCL4bqeDLLeD1lBUf6ZDEDVFyi9+eqnxvTmCH4lp1Caq5Cz65SzKC3WRnm/KHyjLzzIEeKqHHuCwu94B0oV0U1uERevqOPuwRNJz4jM3z0vubLSZkmz/9PZaHn1/fdpz1te2sryy0aj5v70pOZdwF5J9JbMfXJQ239qWEB6Xw/Lein0bZdFRKBQKhaKPMAS+y2GJdPekK64kNSHWDndGD77+szdDmU4hBA6TRecHBwwyzsnFgrSYe91OnA7Rod1ICvtUi475nMSZeK/SXG8ygm+aZ45Xb4IVCMVsFwwSGcGXi6iqxnbAmjhsTlAemFi4AGy3EfipSI/9y19uIxyNG4JcPs9srQknvPP/XlHNJxvqAdhcH8COY+97n+uf/xKA9nCMO15bZZxLraIT7GZDrkPvepsjf/dOt+5R7N0oga9QKBQKRR8hRZ/LIeiF3lZAZvFuRgjBb0+exJyDB1uOy/KYqR1t05/h4JObj+Xu0w7kx4cPA5ICP54QuA4hcDscHdqNjptQxg0njmNEsT/tXH0gbPlZjpOX5aIlGE148JPzLMh2szMQpi0cxe91MWlwnu0zd7ZFaGyLMLRQt6hUNbYjBEapzVQG5mUZFiBz1Bzgth9ONL6XHXBH3PRvllfu5M2VOxhblmMkNrtNFh2J9M5vqA1wxl8/BkjrURCOxi2JufG4xldbG/m8spFjxg+wjCOpNs2zK6U8ofN8AsW+hRL4CoVCoVD0EVL76h78nkftzcgIfmfdcM87cjijB+RajmV5rHXwO6IsLwuPy8FvT57EN3d8T7frkEwidTpk8nDm9yr0e/jprNHGvWYaEgJfRunl55OTpdekD0VjllyBIQU+tjW2GxH8l346g09vPjZtXBkhH5koJ7q5vo1cr8t2DgB5Phd5Pl10VzW1W86deWgFN35vHKBXsnn5C72qzqcbG9hQ22rkLujzT1h0YmaBny6+61qttfJbghHW1SQ9+eFYnG2JXYdTDh5iO051Y3KejTZ5AwqFEvgKhUKhUPQRUlS6U+rg7wrJEpjdH08Ke7Nw7gyzZQfMAt+By+nocU1/ycREJF6+V47XSWsoSjhmteiUF/rYurONQDhKjteF2+mg0O9JG29TQuCPG6gvbr7Y0mgR4qkIIQxvenWjNYKf5XaQnXj39nCMmhb9vEMIqpqCjChJ7ky4jAh+UozbWWlqE2U175gzGYDmYJTlWxqN8+FYnG07dQEvx08T+KYIfkPKTohCAUrgKxQKhULRZ0hR73aKXovgS2tOT4S1USYzgwe/K0iLjlPoycMdJdl2xLmHV1Ca6zX870YE3+uiNWHR8VgEfjY72yLUNIfITlTlcTsdnHTAQMu4G2p1gX/8xDLj2PSRRWnPf/bi6Tx8zlQA8hL+/GhcsyychBBG/kBbJMaOZj36/sVWXZBbBL7hwe84gl/bEmJwvo/Bia69ze0RS1Q/HNUj+CU5XmPhEUosFCrr2zjtkcW8sXK7cX19wLoj0BF/fmctjW0dLwgCoSgz7n6X99bUdHlcxZ6HEvgKhUKhUPQRDnMn214S+IMLfLgcgiEFWd2+tzDbg8shKEnUm+8JUjhPH1mMy5msod9d7pxzAJ/dclxywWIIfDftkRht4ZjFg1+e8NSvrWnB700ef/icaVx73Bjj542J2vrlBT6GFOj3HDYiXeAfObqEkxJJxObqMrKbrkTW8m8PR9mQKG+5fPNOwCrwjSRbswfflBwrhL77UR8IU5rrJS/xzOZghJ2mKHw4GmfrznaGFPqMHQy5UPh4Qz3LNu/krVU7jOt3BpIWHbOX34773vqWhZ0I98Xr69nW2M4D76w1ju1oDhqViexYX9vKfW+u6fT5dnyyod6SmJzKkvX1fLO9OeOGTyOnAAAgAElEQVR5hT1K4CsUCoVC0UckLToiowe8u4wo8bP6ju+l+eu7QqHfw9s//y7fnzyo84szMHNMKRt/dxITBuUlOs3u2nvJiLn0sEvx3hAIp1l0QC99mZ1SV/+ns0bz4FkH43YKalpCOAQU53h59NxpzD5gENOGFXY4h1xT596B+VaBLy06W3e2G3XyqxIWmeEmgS8XKv/8fCuL1tahaZolOdbjdLCzLUwsrlGa6zWe2RKMWhKOIwkPfnmBz1jgSIG/dafexfeaY8fwl7MPTnxOyQi+eXGRidSKPKnI5lkjS3KMY9PnvsN3/7Aw4z03PP8lf353HWtrOq/vb2ZLQxtn/PVj3vnGftHx1OJNnPX/PuaG57/q1rgKJfAVCoVCoegzpEXH2Um1me6yK51wh5f4d3k3wdKhdxc9+PJ+KfSl8K0PhFIEfrLRlDmCr9/r4OSDBht2n+IcL06H4IDyfB46Z6plJyDTHOS9ZXnW3Q1ZknNzfZvl+ACTvQiSEfxH3lvP00s2EY1rxDU4fVo53xldQigaN6r0lOR4DVtQc3vE4qO/7v++YGNdQI/gJyxVstzm5oY2ygt9/Pz4sZw4SbcmNZgi+GZ7UCbsbENmPlxbC0BryBqx7yiZV5YgTf2MOkP2H2gNpnf6BViW2CnpDZqDEW584UtagvtHUrIS+AqFQqFQ9BFSRzsFlkZX+wouhwP3Li4WZPlNp8miA3qk3izMS3I8psZZ9iUv5fFUkd4V8rLkvakWHf2ZlQ26eJV5DGZ7DliTniOxuCGkx5XlcvS4UkDfBQAo8nsyWnQ+r9T9/adPKzc+G7kTUNnQRkVRduJ5DsryvDzzyWY+r9SFcCTeecnMcAcCPx7XjPesa+168q6c06Y6+xr/mZALkkylPncm8gV6Y2388ML1/GPpVp79pLLTa1tDUR5+b52RUL43ogS+QqFQKBR9hLTlOB29l2S7J9FZJ9uuIHc25FdzdN5c7UcIwfBEPX1/hkZX8t5B+b5uz0MK7oEpAl8uGqTwHVumW6NGlloFvtOUixCJaUZirNftMMZoag8bx/weJw4Bze26RacwO5kHcM70CsaW5eJwCDxOh7FY2GIS+ACPnDuNLLeTS59eRkMg3MUIfuZ6+PWBMJHEGKnlPM38YcE3nPrwR8bP2YnPfX1t9yw6ckESySCk5a5BpAvvZWZ9bSvxlDHlZ5/ah8COu15fzT1vrLHkOuxtKIGvUCgUCkUfIaP2DiF6rUzmnsTwEr8hunuKO6UOvtkPn9pxd3AisTiTSJMie8LA7ucnSIGfGsGXuwZbEgJ/TCL3IfW9zTsZ4Wgygu91OYyFhxSsHqcDIQR5PjffbG+mtiXEQNOixFyW1OtyEIrECYSi1LWGGWoS+FMrCrn/RwdR1xriw7W1HSarSuS87l2whnve+MZybkeik++QAh/1HUTwH1q4ns8rG43FQiSqi+l1nXjwl21usAhvGSHPNG9pXepOJH3tjhaOve99/vzuOsvx5nbdBpRnSqjOhNxRifcgaXhPQQl8hUKhUCj6CGlPd4jeS7Ldk3jgzIO5+7QDd2kMtxHBl0m2ZoFvjdRL8Z1pN2RbIgl1wiD7LrcdIT3xA1LsPVJsb65vw+tyMLRIF+KpFh3znMIxs8B3GhH8xkQlGplD8aNDhvL26hpC0TiDTMm9WaadC6/bQSgaY/H6egAmprzbgeUFuByCNdtbLJHw1dXNRGLxtOo30qLzl4XrePi99dSbIvUyR2DS4DxaQ1HbOv5m1mxvAZIWm80N6R78Ux/+iDMeW8LLX2zjtEeW8NIX24xz8r5MFh1Z0jPaBeuR8Q6JRcpnmxosx5sT3ntfJ12czfMx57o0ByPc9vIK2veSjsCd71MoFAqFQqHoEQ6RtOgo7HGlefAzR/ClwK/NYB9pTiRr9kTgy1KZxX77JNv2SIzyQh/FieZaqRYdc7Kx7sGPGe8gLUVNhsDX3/Xmkybw+lfVbGtst+wcmDsNe11OQtE4zy/dQkmOl5ljSizP9bgcjCrN0QW+yV///Qc+tH3P1CTbF5Zt5bLvjgKS4njS4HzeXLWDutaQJblZUpDtprEtwpdbm1hd3WzU4m9OWUzE4pqRUyAXbuZk3aQHPz1SHo7GCSTEdHci+PLvXOo98rPvylhhQ+An/94u27STp5Zs5vsHDOLwkcVdnk9/oQS+QqFQKBR9hGHRUQI/I6l18HO9SQuFJ0XgT0/Usx/TSYlQs0+9q+T5dElUkO3mwhkjOGb8AMAa8S3N9fKDAwcjhGBUaY7lfnOVpEgsTjBRjtLrdhiJuk1t1gg+wJyDB/PQwvWWxYzZouNxOWiPxHjv21rOPqzCtmrRuIG5LNu8s0uRbinwK4qyqWxoY5Op8s2O5iAOAeMH6Z9vXWvYks8QicX1DsLZHhrbItz60oq0sUNRvX+Bpml8sSVZBWdpIqIuK+dAUmzbRfDNDbm648GXTrhUe02zjcBvCIS5cN5nPHjmwVQUJ//MyPmk7sqA3ghsb0AJfIVCoVAo+ggpEHYxD3WfJlkHPz3JtjDbY7l2+shi3r/h6IwC/rWrv8Pm+rYeLahKcry4nYJ8n5vf/HCicdzhEGS5HQQjcUpyvBT6PZx7+LC0+12WKjqmJFuX04heN7WnC/xrjh1DYbaHI0YVM2/xJiDFouNysL0pSDgaT7MFScYPyuWVL6uMOv0dIXcWpFWn2VQ2cntTkNJcL4MTor66sZ3xpnyGQChKQbanQ5HbEozizXGyYOUOLv/fZcZxubtS2dDGhtpWRpbmGELaLjm4ISHwc72uHkXwU+3z8vnmRdA31c18saWRL7c2pgj8RG6A6blyrq17icBXHnyFQqFQKPoIKTT3xRKZvYUUu/IjMkeoT5hUlnb9sGK/UYc/lclD8pl9YM+aeJ17+DCeu/RwS/RcIqP4AzroAOwyVdFJTbLNzmDR0c87uXjmSCMHAMCbkmQr68unJgBL5IKnK3Xo5bxkRNpsq9nREmJgXhYjEvaj9bWtFpErxW0gFOWMQ4YyZWhB2vhyvOWV9jXsX1i2lWPuex9N04yxI7E4K7Y18c7q9A69JbneLjXwkshPtisRfJkTYc5TqGkOGgsY88JDCvy2vcSDrwS+QqFQKBR9hAwkK4tOZmTkOzXiOmlwHgUpEfy+JN/nZtqwIttzMjJ+wJD8jPebI/jhWJwXl+vJpHk+N34jyVaPSrtd6fIrk0XH63IaJStTu+xKpPDflqiz3xEycp+M4Ccj0q3BCLlZbnK8LgbnZ7GuptXi628NRYnHNQLhGGX5WTx36eFp48vxNtQFGFuWw09njbKfRyxuCPdwLM4P/ryIi55aapyXFp3SHK+t9ejF5Vv5ZEN92nGp380C/99fVxvPMi8WZJ19KfDjcY3D5r7DN4nkYXN1H1kpSFl0FAqFQqHYzzGSbFUEPyOymZNZ33952wldqnayu5k6rDDjObMHv7YlxIvLt/Hjw4cxtizXsMXIBFO3I13gm/MNzO9u7gWQWqNfUpabEPiNXY/gyzm1mKLXwUicIr/+vNFluaytabU0zwqEorQlrEc5Xqfxe2dGRso31gUYWeK3NCXze5xG4mxbKGYIaHPHWk3TEEIYi6rSXC+rq5vTnnPd/30JwKa7Z1uOy8VAXIOP1tXx7Y4WfvvqKuO8JYKfeIacczglF8BclSikLDoKhUKhUCggKSbMEfyDK9JtDfszUhhrpohrvs+dlmC7JzA6JbHWjF3y63cSFW88Tgcuh6AlEd122yRleCwRfKsHH/TdoJIc+x0NWdpzW2NXIvgx4nHN8JmbPfjBaMzYPRhdmsP62lZCkaTobQlGjQi23+vC4RDGu8hGXc3BCLG4RmV9GyNK/YY9CWBwQTJhty0SMywwX21tMo7LaHpLYl4F2e4OLTotQWvegRxT0zTOefwTi7gHawRf7hIkG2pZBb41gq+SbBUKhUKhUJAUrVL7fX37CXukcO1PpF1lT+4pdPS4UpraIx1arVw256Q4F0Lg8zhpCUYRwr5sqjkanmrRAT2SbbeIkNfn+9xdsuiEonFLpLq5PWpEzYPhpMAfU5ZDMBK3+PoDoZixSJHlTL0uJ5FYlOIcLzvbIrQEo1Q1thOOxRmZISkYoD0ctRXuda1hPZE3EenPzXJ3WB3o4w0NHD8xmashRXos5Q9UeaGPrTvbiZneXQp7uagIR1MFvl2S7d7hwVcCfx8gEomwfv16QP9HRCYf2X3f0bneuC47OxuvN3MSkkKhUOxPyAi+tOjkZnXeRXN/Q9pV9uSuofMuOKzTa+wEfqpQbyGK2+GwTRI2i35zHfyJg/N4/etqdjTb1/6XlOV52VTXBYtOJCnwi/0e6gNhtu5sZ2hRNsFo3Ng9GD1A3634ZnvSHtMaiiQj+B4p8B20hvSx1qHbXaSlZlRpDlWJ5lkAhf7kDkRbOGYr3OtaQ4wekEN7OEq2x4nHKdIWAubdnhXbmiwCX/6dSx365IMG8/B76/nbRxu5/61vWf6bE9KSbNMtOqYIvpFkqyL4it1EdXU1EyZM6O9pAODz+TjrrLP46U9/ytSpU/t7OgqFQtGvyACgSrLNjJFk28/z2FVcNr56s8CXwtnOngNYRL/ZonPxzBE8+t56vjd5YIfPL8vL4tsdrZ3OMxyLG5Hq0lwv9YEwM+9ZyD8uO4JgJGb4/6UdaVW1WeDHLBYdSFqL8n1unA5BczDCkg31eF0ODijPtzS2umvOZP7ntVV8uLaOQChmW9++vlW3zQTCMbI9LpwOB5qmJ8DKv0fmZl3mevmQ9M2nLh7kfLc06LscH66tNe5tao/Q1BahqjFoucccwQ/HVJKtYjdTXFzM3//+dzRNM1a1dt/39Fx3rlu5ciXPPPMMTzzxBNOnT+fKK6/kRz/6EVlZ9olBCoVCsS8Tlx58lWSbEVkmsxuVEPdIXDbC3VwZR35vV0EnldTI/+e/Od52h8DMgNz0/2fvOe1AbvznV5ZjoWjMEMglOV5ArxizqT5AeyRp0Sn0eyjJ8bC6usW4NxCKGkmmSYuO/j4el4O8LBfN7VE+29TAocOL8LqcFg9+eWE2158wjg/X1tEeiRIziXCnQxCLa0bFoLaQHsGXn2skHsfrSHQVNpWqbDAtIP62aCMfrasDoKbFuuNhngfA88u2Wiw6U+98K63evnnnQC6K9pYkWyXw9wH8fj9nnnlmf0/D4A9/+ANPP/00Dz/8MOeddx4///nPufDCC7n88ssZOXJkf09PoVAodhsxw4OvBH4m3M70JNu9EbvfYzsvvTuDj96MuXJOV+8ptknAtds5CkeTEXxz0m4srqFp1jmPHpDDxxsajJ+jsTiBsIzg69fJ9/I4HeT53KzZ0cI321u44cTBAGQnFgIOoe9MSKHdFrZG8AfmZVHd1E59QuDrEXynsbAxi+/2SFLgmyP4d7y2ynTcmnwrI/iSdTtajUo9ze0R22ZaliRbo5Pt3uHBV5k+il4nPz+fq6++mlWrVvHuu+8ya9Ys7r//fkaPHs1JJ53E66+/Tiy2d/wFUSgUil0hpiL4ndIV8bo3YPcelgi+tOh0YbFn12yrM+zKitp9tKGo1aIj2dEcTHu29OFLwjHNSDLNSbHouJ0O8rLcfLpRXxCcfFBC4CcEvd/jMpKNQZbJTIpqn8dJkd9DbcKi0x6O4fe6jIVTNIPAbwhYLTqZSP186gMhmtrDCAEtGaLydp1sAyYP/j+WbqG2pePciP5i3/hbpdgjEUIwa9Ysnn/+eTZv3sxvfvMbvvjiC37wgx8wevRofv/731NbW9vf01QoFIo+I7WKjiIdWRlmLw/gY6fbs1I60kIXLTqu7gt8GVE347TJCwhFkgLf3EhMJvGa/f9FKY3GIrG44UHPybJadNwuwalThwAwc0wJQxPddaWwlhF0WRe/LWy16HhdDor9XlMEP2qJ4JsXA9Kik+9zG5H6znaAstxOi82prjVMJKYxKENvAfm+qd/L969uaufGF77ijL8u6fC5/YX6J0exWxgyZAi33347mzdv5vnnn2fEiBH86le/ory8nB//+McsWbJkr9+eVSgUilSkPlAR/MzICkPaXp5ma1cZx1rPvusWnUyJuB3h86S7ru0arIVjccKJXfQRpjKWNTKCb1pcZKX41iOxODuag/jcTkO4GzsTTgcXzBjBP684kj+dMcW4x4jgJxYghkUnErM0kvK4HORmuQyPe1tIt+g4E5+XOWlWRvAH5WcZ3Wjbwh07A7wuh62N6tAR9t2LAf709lpO/ssiAMJGJ1v9OVWJngMbagMEI3ueK0EJfMVuxe12c/rpp/Puu++ycuVKLrvsMl555RWOPPJIpk2bxuOPP04gEOjvaSoUCkWvID34SuBnRn40HZQ632vxumwi+F0Q+HaLhc7wp4hxl0PYCtpYXDPEcJHfw6a7ZzOkwMeOFl3g+0zjpNpaIrE4a7a3MHZgrjFHWb9ffp02rJDinKT1R0bs/aakXIewdrKVx30epzG3QDiK3+MyLE0WD37imsEFPtrCMYKRmKVhlx1el8M2Ufncw4dx+XdHZbxPNuEKmyw6mqZZKu58XrnT9t7+RAl8G4QQtwshtJRf2/t7XvsaEydO5MEHH2Tbtm08+uijxGIxLrnkEoYMGcK1117LmjVr+nuKCoVCsUvIKjoqyTYz8pPZ2yP4dph/371uGcHvmz8LqVVi3E77iDVgNKuS/vk8n9vWopMq8MNRjTXbWxhflmsc62xnIsvtQIhk3XwhBNkeV6IOvmYZJ9vjNKLh7eEYPo/TeIf/fnQJb67UpZiM4A8u0O01jW0Ro5Z9JrLcTtvPY3CBj199fzzXHjemw/tlJ1tN03cLqpuSTcVag3teZR0l8DOzBhhk+nVA/05n3yUnJ4fLLruML774gkWLFjF79mwefvhhxo8fz3HHHce//vUvotE97y+PQqFQdEZRorFPSY5qAJgJGQne28tkdkZ3Ivg9ITvFouNyioy5H1KQyqh7vs9lJIuaLTq+lEVDdVM79YEw4waaBL674/cSQpDtdlpyBLI9TtojUYuv3uty4HOnRPC9LqNM5tad7Vw6fxnRWNxYBAzK9wF6om1ze8c6wet2GPke+b5kw7myRKKxOV/ilIOHWHIq4nHN4scPhKOWCH4wuudtPymBn5mopmnbTb9UNmgfI4RgxowZPPPMM2zZsoW5c+eydu1aTjvtNIYPH84dd9xBdXV1f09ToVAousx5Rw7nvv8+iDMPHdrfU9ljEckQ/j5NZ42udhVzBP+c6RU8e/Hhtkm2gGFn8brSBW9WBouOz+3k6226XWW8SeDLRYLblfm9fB6XpUxltsdJIGTtZOt1O/ElIvuxuEYwEk8k2VrfYcmGepNFR0bwwzR3EsH3upIR/IGmxFop+s0Vj649bgxF/uSivC0Ss3S5DYT0CL78PVUe/F5CCHG6EOLPQogPhRDNCQvN/3ZyT7kQ4gkhRJUQIiSE2CSE+JMQojDDLSOFENuEEBuFEM8JIVQB991IWVkZN910Exs2bODll19m8uTJ/OY3v6GiooIzzjiD999/XyXlKhSKPR6nQ3DatHLVybYDHEYEf9/+N70rSbaeLlTYyYQ5gn/XKQdwQHm+bZItJC06ck4WgZ8hgp/tcRr3leUnBbKM4Hs6eK8LZgznhwcONo2bsOikRPClRadN1tr3uNJ88xtqA4ZFp7xQr9RT0xKy9eAXZiffy+zBH5CXvqNmzpfwuByWhVhrMGpUHgK9kk51U5ARJXoZ0ZAS+L3Gr4GrgCnAts4uFkKMApYBFwCfAn8ENgA/A5YIIYpTbvkEOB/4PnAJMBBYbHOdoo9xOp2cfPLJvPHGG6xdu5af/exnvPXWWxx99NFMnjyZhx56iObm5s4HUigUCsUeidSg+7a875pF57NbjmPZr4/r0fipHnyADAH8dA9+lkngZ/DgZ5ssNt1t4PXTWaM5bmKZ8bNfWnRSqujoFp2oYdMxe/AlsuMuwNgB+k5CZUObrQdfWuT0eTqMxaTXZiFlPuZxOiydiQ//3Tt8srHBmEurIfD1BUYwsg9YdIQQRwkhpnR+ZZ9yHTAWyAOu6ML1DwMDgGs0TZujadqvNE07Bl3ojwPuMl+sadp/NE37h6ZpX2ma9jbwA/TP6rzefAlF9xg9ejT33nsv27Zt48knnyQ7O5urrrqKIUOGcOWVV/L111/v1vnEYjGCwSAtLS00NDRQU1PDtm3b2LRpE2vXrmXLli27dT4KhUKxNzJlaAFzpgzmntMP7O+p9ClSCHdUUSnf57ZUoOkOdgI/1d4im1NJMeyxsehYquiYI/ju5A6BRQwnvu/O7oOslhOxqaIT1zBKX/q9zrSFw+b6NoLhGEJAns/FoPwsNtUHbD34xSabjdftNES7y+HggTOn8NJPZ5jOJ5/jdjlw26yOChKfU2swSkMgzNBCKfD3vAh+etHUzlkIPAZc2ctz6TKapi2U33dWSiphrTkB2AQ8lHL6NuBS4MdCiF9ommZbn1HTtFYhxEqg4xRrxW7B5/Nx/vnnc/755/PZZ5/x8MMP8+STT/LII48wc+ZMrrzySqZMmUJzczPNzc00NTWlfW8+FgwGiUQiab+i0WiHx7tiEbr55pu58847e1TyTKFQKPYH3E4Hfzrz4P6eRp+TFJB9s1eR7bWpg5+iUYtzPLSGotQH9IRaKcrNiwqLRSdDBN/SobcHycN+j4sdzUFL6UtZRQegPtHNNtvjskTw831uNtUHGFXqx+d2IoSgoiibyvo2ClOacoE1gp9lqoPvdjn4rylDLNdaLDopEXxJQbab+kCY6qZ2YnGNAXlZOAQEo/uGwK8D2ju9as/hmMTXNzVNs+yhaJrWIoT4CH0BcDjwjt0AQogsYDz64kaxB3HooYfy5JNPcu+99zJv3jweeeQRzjrrrA7v8fv95OXlkZ+fT25uLj6fj6ysLHJzc3G73bjdblwul/F9R8c6Ov7WW28xd+5cAoEAf/zjH5XIVygUiv0YKYT7qlpQaklLSN8tKPZ72FzfRl2iW6z0zY8flEyazRjB96Tbcszfdyd5ON/npqk9QsTGgw8Y88v2OC15BGPLcvhySxOtoZjxvsOL/bzzTQ3DTU27JHk+XeY6HQKXM+nBd9vkxJitSR6nI233A/QFw/raAFt26jK42O8hy+3cIy06PRH47wFH9vI8+pJxia/fZji/Fl3gjyUh8IUQ9wKvApXo1p5bAT/wlN0AQohL0XcCqKio6K15K7pBcXExv/jFL7juuutYuHAhNTU15OfnG0I+Ly+PvLw8cnNzcbl68se++5x99tkUFBTwwAMP0N7eziOPPIIjkyFSoVAoFPs0UgjH+kjh29V4TxWpslxrXUsYIZKifMLAPNM87T34PresY28V84ZFpxsR/PxsXeBbq+g4DG//2h2tgC6oZedYgDFluXy2aScbaluNa4eVZFPXGqKyoS3tOTlet+WdZFUhu+i8/P1xOQQOh7BdsBQkdgkq69uM+ekCf9+I4P8a+EQIcQfwP5qmdVyXqP/JT3xtynBeHi8wHSsH/g6UALXAx8DhmqZtthtA07S/An8FOOSQQ/b1PKE9GofDwbHHHtvf0wB0+9gf//hH/H4/c+fOpa2tjSeffHK3LTAUCoVCseeQjODvPpmQGlOSVpy61hAep8PYWTZH6s27zT5Pui3H63JYrumJRSff5yYYidNmEu9uh8OoBPSfFdUU+z1MGJjH8i2NxjXjEg22vtneQmmifv3wYj1y/0Vl8jpJlluvhiPnKCP4Lpu5elNyCeyukbkKcjFR5PeQ5XLsMxH8m4AVwM3ARUKIL4HtpJvKNE3TLtrF+e0O0irwapp2Zj/NRbGPIYTgrrvuwu/3c8stt9De3s6zzz6Lx5PuFVQoFArFvov04O9OgZ8awR+Y8IxH41paEys7zFF5GdE223MgKYjd3UiylUK5LpELAPrOgLTorK8NcOrUITgcwlImc2xC4De1RxiRsORUFOmJruY69ck5O/C6nMacnR1YdIxyn4n3sMuz87mdZLkdbEkI/OKcRAR/H/Hgn2/6fmDilx0asCcIfBmhz89wPi/lOoWi17n55pvJzs7muuuu45RTTuGf//wnWVlZnd+oUCgUin0CKTLjuzHYaw5C33zSeH50yFCe+GgjTe2RtFKR799wNJvqrTYXc6TebdMQyvxzdz34kEymBT1fwFx+84iRemVys51mWHE2HqeDcCzOhETewLDibOP88OJsyzt4XA68Lofhrzc8+LYRfGu5z5jNOsztdJDjdVGXmHeR34PX7dwj6+D3ROCP6PVZ9C1rEl/HZjgvK+Nk8ugrFL3CtddeS3Z2NpdddhlnnXUWzz//vLLrKBQKxX6CFJmx3WnRMQn0acOKKMj2kOdz0dQeSfPMDyv2M6w4PVFV4s5QDlMK4+548AsSDajMteudDmFJ5JVJs+ZdCJ/biZYwXBxYrjurc7PclOR4qGsNM6zYbxH4urhPj+Db2W+yUhp2xWxWYg4B/oTAz/G68Lr0iP4+YdHJ5EPfg5GVb04QQjjMlXSEELnADPSqQB/3x+QU+xeXXnopoVCIa665hgsvvJB58+apxFuFQqHYD5DCcXd2YTeLY+lK0ZtatRse9q7iyRDBH16Sjc/tZHCBr8tjmevum+dnFviyxrw5edjrdhiVdw4sTxozKoqyqWsNM7w4m/dNY+oWHYdhv5G7AXa7DXIRIN/PxvFDKBo38gRkCc4s156ZZLvPKwtN09YDbwLDgZ+mnP4tenWcpzPVwFcoepurr76aO+64g/nz5/Ozn/1st/5jr1AoFIq+x+d2cstJEyzHpFDtqzKZAE9ecCiPnDPV+NkcP5LPl+LarqxkR2Ty4I8fmMfqO77XLYFf4EvPQ3M4hKVqz4DEAsTswfc4HRw9rhRI+vEhmWhr3oH4zugS5kwZgtftNES7INnoKpXUZGG7CF72AOgAACAASURBVH4wEiMn0Q/AEPhuxz7jwQdACPFD4BxgAuDXNG104vgE4IfAM5qmbeuVWaY/ew4wJ/GjzAE4QggxL/F9naZp15tuuRJYDDwohDgWWA1MB2ahW3Nu6Yt5KhSZuOWWW2hqauLee+8lPz+fO++8s7+npFAoFIpeYvUd30s7Jv3sfZlkO2vcAMvP5ui3tOsY5SU7sOPYYXjw3bseG7aP4AtL4q/DsNMk38HldPDwOVOpbw1bfPRTKgr4YG0d5YX6IsPndvK/F09PPMtldPCV9h77MplWC5JdOdNgNG6cnzhYT+HcZ+rgC/1P6Dzg3MShdsC8bNsJzEWvTvP7XZxfJqYA56UcG5n4BbAZMAS+pmnrhRCHAP8DfA84CagGHgR+q2laQx/NU6GwRQjBPffcQ1NTE3fddRf5+fnccMMN/T0thUKhUOwCJ0ws46ut9jU7pNaO92UIPwWzwJffN7bpCaIjSrJt78mEFNTdKYeZidwsF0KAea3jFMKwv5hJjbZne1xkF1mvO3f6MH50yFA+3ajLOfMi6p7TDsKZEPQyKG+XL+By6p1uPUY5U/34w+dMJRKL87PnviAYibGqqhlILqb2pTr4VwI/Bp4AfgFch94ICgBN07YnusPOpo8EvqZptwO3d/OeLcAFfTEfhaInCCF45JFHaG5u5sYbbyQUCnHLLbeojrcKhUKxl/LXnxyS8ZwUjnYitq8wd4GVAn9nm57YOrybEXw5f2cv/B/lcAjystyWJNuCbLdtsy67Y3bjZTmcphKXyXMVpio7HUXwQY/iSyuSbMJV5PcQiurfByMx4xlHjtKr/OwzSbbopS+/BC7RNE0TQtgtRdcCJ+7SzBSK/QCn08n8+fPxer3ceuutbNmyhYceekhV11EoFIp9jImD8rjhxHGcPq18tz3TmmSrC9dB+VlsrAt02aKz4NqjaAtH+WyTHh3vrboQBYlutqccPISZY0o4fmIZAHfOmczBFcneo90pvyl3F7S01kw6UvjbVdEBPRrvSSlnmuV2GpaioUXZ3H7yJDbVBfAnbD9e175TJnMc8JjWcWZgDVDasykpFPsXbrebefPmUV5ezty5c6mqquK5557D7+9edEWhUCgUey5CCH46a/RufaZZjMtA+INnHcznm3caSaKdMW6gnsz6RaKjrKOXdpkH5/vYXN+Gz+Pk1KnJRc+5hw+zXNeVCL7Em2KvSUUetmt0Je+X9h0Zwfe6HEwYlMdTFx7GYcOL8HmcjCrNMe7ZUxtd9WQdFgU669AzBGjtwdgKxX6J7Hj7yCOP8O9//5tZs2ZRU1PT39NSKBQKxV6MnQe/JMfLCZMy9SjNjIyO95aNdGSpHsTKJLYldhVvMiHnmDGRuZMIvtflwOPS5yPLZMpFw3fHltp2/81KlO60S8rtT3oi8FcBR4sMv8NCiCzgGGD5rkxModgfufzyy3nxxRdZsWIFRx55JOvWrevvKSkUCoViL8Wuik5PkZHtbgTUO2REokxnSyja4XWZ/PJ22HnwzUjhn8n2c93xY/nJEcMt15q769ohz+9pibY9EfjzgfHAH4UQlvuFEE7gfmAweqUdhULRTU4++WTeffddmpqaOOKII/jkk0/6e0r7DJs2beKJJ54AoK6ujqKiIhYsWNDPs1IoFIq+wS7Jtqe4E5Ht3rLoyAj+loa2Dq/rTlJvZ359w6KTIYL/X1OGcPhIPXk2GktadDoiK3F+XxD4j6E3jroG2AKcBSCEeAG9POXlwCuapj3TW5NUKPY3Dj/8cBYvXkx+fj6zZs3ilVde6e8p7RP8+c9/5qKLLqK9vZ2PP/6YnTt38tJLL/X3tBQKhaJPsLPo9BR3r0fwdR/7lob2Dq9zdOOBnk7EuEwfdXVhTOm48XY1gh/dsyrpdFvga5oWA36AXlPeA4xFr3l/KpAN3AH8dy/OUaHYLxkzZgyLFy9m8uTJnHLKKTz66KO9NnZbWxutrXtXmkxVVRU/+clPaGjoeduK1atXA7Bz506WL9ddhB988EGvzE+hUCj2NIQQhiDf1ci7FMW95cGXTalOnFTWK+OBfX17M51F8M385Ag92Terk0XDDw4azMc3HcvAvM7SU3cvPSp2pGlaNFGLfgB6J9vvAAcApZqm3aZpWseGKoVC0SUGDBjAwoUL+f73v88VV1zBLbfcQscFrLrGnDlzKC8v59FHHyVu0457T+Tdd99l/vz5PPDAAz0ew07gr1q1irq6Otvr6+rq2L59e4+fp1AoFP2NjNzvauRd/tfTW51a3E4HX91+Ar/54aReGrErEXz9a1d8/TecOI71c0/KmJAryfG6GJiftcs7JL3NLlUz1XTWaJq2WNO0lYnovkKh6EX8fj8vvfQSl1xyCXPnzuW8884jHA73eLylS5fy1ltvkZeXxxVXXMGMGTP48ssvezRWMBjk1ltvpanJvnNjbyKF9l/+8hcCgUCn169du5Y33njD+DkQCLB582ZAF/iff/45FRUVACxatMh2jNLSUgYNGrSrU1coFIp+QwrPXRWg0rLSWx58gLws++ZWPaWzyLxmJNl2Ln+FEHucaO8O3Rb4Qoh5QohzhRBD+mJCCoUiHZfLxWOPPcYdd9zB/PnzmT17Ns3NzT0a67777iMvL48VK1Ywf/581q9fz7Rp07j++uu7bdt56623uPPOO3nxxRd7NBeAZcuWccwxx9DW1nGi1fbt2xFC0NDQwOOPP97htZ988gnTp09n9uzZtLS0ALBmzRrjH/cNGzawefNmLrroIrxeLx9++GHaGF3dKYnFVFxDoVDsucgk1e542e2QVWV6q9FVX9CZtz5p0dl7hXtX6clv00+Ap4BKIcQ3QoiHhRCnCSGKenluCoXChBCCX//61zz55JO89957HHXUUVRVVXVrjE2bNvH8889z2WWXkZeXx7nnnss333zDhRdeyH333cekSZN46aWXuixuly1bBsAXX3zR7feRfPbZZyxcuJDPP/+8w+uqq6sZMWIEM2fO5P777ycSidhe995773HccccRiUSIx+MsXboUSNpzQLf7gJ7MPH36dFsffnV1dadzf/3113G5XHz99dedXqtQKBT9gRT23alGY4cU+L3lwe8O3x1bym0/nNjpdUIIzjqsgv+9aLrtecOisyevUnqJnrzhJPQKOq+ge/AvB/4B1AghPhdC3CuE+L4QQrXhVCj6gPPPP5/XXnuN9evXc9FFF3Xr3gceeAAhBNdcc41xrKioiL/+9a8sWrSIvLw8TjnlFE488USLIM6EFPjSz94TpFD/6quvOrxu+/btDBw4kF/+8pdUVlby3HPPpV3z+uuv8/3vf5+Kigo+/vhjAKPMqPl93nnnHQAOPvhgjjrqKJYvX25E+iVm21KmKL2sbqQSdRUKxZ6Kq5csOlofWHS6ylMXHsYFM0Z06drfnXoA3xlTYntOQy5Sem1qeyw9qaKzWtO0hzRNOwUoBg4DbgbeRa+ocx3wGlDfmxNVKBRJTjzxRK6//nreeOMNNmzY0KV7GhsbefzxxznzzDMpLy9POz9jxgw+//xzHnjgAT777DMOPPBArrvuOhobGzOOKaPuX3zxRY+Tf6XA7ywPoLq6mkGDBnHSSScxefJkfv/731sShF955RXmzJnDpEmTeP/995k0aRJjxowxhP7q1asZNWoUAFu3bqW8vJzS0lJmzpxJLBZjyZIllueZdyUyfQbZ2dkAndqLFAqFor9IJtnumqqdOaaE0lwvlx01sjem1S8kE4X3fYXfG0m2SzVN+z1wPXAXUIueZO3uhfkpFIoMXHzxxTidTh577LEuXf/pp5/S2trKBRdckPEat9vNNddcw7fffsuFF17IAw88wNixY3n88cfTotjbt2+nqqqKiRMn0tzczMaNG3v0Ht2N4AshuPHGG1m5ciX//Oc/eeihh4hEIvzpT39i2LBhvPPOO5SU6NGbww8/nE8++QRN01i9ejWTJ08mPz8f0KP3AEcccQROp9Piw29vb+eRRx4xfs5UmtPn8xnXKxQKxZ6IFPa7mi9anOPls1uOY/KQ/F6YVf8gE4VVBL8DhBAjhBAXCyH+LoTYASxHF/htwN+Ac3ppjgqFwoYhQ4Zw8skn88QTTxAKhTq9fuvWrQCMHNl59KW0tJTHHnuMpUuXMnbsWC655BKmT5/O4sWLjWukPUfahLriw9c0jZtvvpn//u9kqwwp8L/++uuMJTuDwSA7d+40KtqceeaZVFRU8KMf/YirrrqKBQsW0NLSwtixYw0BDzB9+nS2b9/Ohg0bWLt2LRMmTKCwsBBICvzc3FymTp1qsdncf//9bNmyhRtvvBHILPDl3HelNr9CoVD0Jb1l0dkX0DRl0cmIEOL/CSE2AOuAvwJHA28DlwIjNU0bqWnaJZqmpRtkFQpFr3L55ZdTV1fHv/71r06vlQJ/8ODBXR5/6tSpfPjhhzz77LNs376dGTNmcO6557Jt2zaWLVuGEIJzzz0Xp9PZJYF/22238bvf/Y7XXnvN+IdWiuRAIJDRbrRjxw4ABg4cCOg7DT//+c+N842NjQQCAfx+a+rP4YcfDsCzzz5LNBq1CPypU6ca1x122GHG/Kurq/nd737HKaecwimnnAJAfb2941CWB+1KQq5CoVD0Bw6HQIj+SY7d01AWnY65CBgGvAUcoWnaIE3TztE07W+apm3q1dkpFIoOOe644xg1alSXutxu3bqVAQMG4PF4uvUMIQRnnXUWa9as4ZZbbuGFF15g3LhxPPHEE4wdO5YBAwYwfvz4ThNt77vvPu644w7KysoIBoNGSU5zNZxMNh0poM016S+++GKOP/54QF8A2An8Aw88kKysLObNmwdgG8EHGD58OM3NzTQ1NfHrX/+acDjMPffcQ1GRXhwsU4ReCvyuNMNatGgRY8aMSUvmVSgUir7E5RC7XEFnX+GKo/U8rKFFvn6eSd/TE4G/CIgAJwAfCCE+FELcLoSYKYRQvnuFYjficDi47LLL+OCDD1i5cmWH18rE0p7i9/u58847WbVqFccffzybN2/msMMOA2DKlCkdRvDXrVvH9ddfz+mnn87cuXMBqKmpASAajeJyuXA4HBkFvhTQMoIv57NgwQK8Xm9Gge92u5k2bZqxMzB+/HiKi4spKipi6NChxnWy4dXLL7/Mk08+ydVXX83o0aO7LPAzRfDvvfdefv/73wPw/vvvs27dOrZs2ZLpY1IoFIpex+EQu1wDf19hzsFD2HT3bHKz9n252pMqOkcBhcD3gAeALODXwPvATiHEG0KIG4QQ03p1pgqFwpbzzz8fj8fTabLttm3bdkngS0aOHMmLL77IsmXLuO+++wBd4G/dupW6ujrbe2RH2bvvvtuIwkuBH4lE8Pl8jB07NmMlHbsIPui7C2VlZRkFPug+fIDy8nJyc3O56aabmD9/vmW7Wgr88847j6KiIm699VYAI9r/6quvMn36dNasWWMZOzWC/9RTT7FixQrj/NNPP23sHsguut3t+huPx7npppt6nMSsUCj2b5xCRfD3R3qUZKtpWrumaW9qmnajpmmHAiXAacCTwBTgbuCT3pumQqHIRGlpKaeffjpPP/00gUAg43W7GsFPZerUqZSWlgJJu0umKP6CBQsYNWoUo0aNYsCAAYBV4Lvdbg488MAOI/hCCON5ZsrKyqiuriYYDHYo8CdMmGDM9aSTTrJcM2zYMOP7q6++moKCAgCcTicFBQW8/fbbfPrpp7zwwguW+6RYb2lpoa2tjfPPP58DDjjAOF9ZWcnGjRuJx+Ns2rQJoNsdiFesWMHdd9/N2Wef3a379jWCwSCVlZX9PQ2FYq/D6RC7XEFHsfexy628hBCFwDHA8ei2nQHoZTLVHyeFYjdxxRVX0NTUZNv8CfQ67Q0NDb0q8M1MmTIFsG94FQ6HWbhwISeccAJAhwJ/w4YNtgJ4+/btDBgwAJfLlXaurKzMiG7bCXyZaCsFvh1lZWXG9yeeeKLl3IwZMzjjjDMYO3aspZQmWKPxO3fuTDvX1NREKBSiqqqq2xH8mpoaVq1aZZTgzNS5t7vccMMNXHvttb0y1u7k9NNPZ9iwYT3ut6BQ7K84lUVnv6QnVXR8QogThBC/F0IsRa97/zx6R9sy9CZX1wEH9epMFQpFRmbMmMGkSZMyJttu27YNoM8EfnFxMUOHDrWN4H/00UcEAgFDOMsofKrAP+gg/Z8Ms8VFUl1dbfHfmykrKzOi43YCf+jQocydO5dLLrkk4/wdprblhxxyiOXca6+9xnPPPccxxxzD4sWLLf0AGhsbjXmlJtqavfbr1683os9dFfi33XYbs2fPNpJyu5scDfDiiy+mddm99957eeCBB7o9Vn/z+uuvA5m7CisUCnucDqFKZO6H9CSCvxP4D3ADMBF4D92DfwRQpGnayZqmPaBpWvr/0gqFok8QQnD55ZezdOlSli5dmnZelsjsK4EPehTfLoL/5ptv4nK5mDVrFgBZWVnk5eVRW1sLWCP4YF9JRza5sqOsrIxoNArYC3whBDfddBOTJ0/ucP6zZ8/muOOOs90lAPjOd75DS0uLMb9IJEJbW5vh309NtDXbSZYsWUIwGAS6btGpqqqiqqrKKNHZXYH//PPPc+qpp3LOOT1vSbJu3Tpjcbin0Fs7GQrF/oJTVdHZL+mJwF8OzAWOBQo1TTtO07TfaZr2iaZp9l1qFApFn/PjH/+Y7Oxs22Tb3SHwDz74YNasWUNbW5vl+IIFCzjyyCPJy8szjg0YMCAtgj906FAKCgpsE22rq6vTEmwlZnuNncDvKq+99hpvvfVWxvMzZ84EMGw6UqhL/75Z4MdiMYvAX7hwofF9VyP49fX1hMNhYyegM4GvaRpXXHEFH3zwAe3t7fzsZz8DMPIJesKYMWPS/sxomtavNhkl8BWK7uEUyqKzP9KTKjpHaJp2q6ZpCzVN67x9pkKh2C3k5+dz9tln8+yzz6aJSCnwhwwZ0mfPnzJlCvF4nK+//to4tmPHDpYvX2747yV2Al8IYZtoG4/H2bFjR4cRfMmuCPzOqKioYOjQoSxatAhICnUp8Kuqqoxr6+rqqKysxO12U1FRYdwDXY/gy8j92rVrAb3kZ0cEAgEeffRRXnnlFZ555hmqq6sZMmQI7e3tLF26FCGE5fcmHA53aR6plJeXd5jP0Ncoga9QdA8Vwd8/6Y0k2zwhxFAhRF7nVysUir7k8ssvp62tjfnz51uOb926laKiIrKzs/vs2XaVdN5++20gPXHVTuADhsCPx5ObgQ0NDUQikT6P4HeFmTNnpgl8adExC/yqqioqKyspLy9n9OjRxq5Gfn4+CxYs6HCnQCJr70uBnyrIKysr8fv9hi1KWp4aGhrYvHkzQgj+67/+i507d/Liiy8C8NJLLxn3Z+rO2xlVVVWsWbOGCRMm8PLLLxtdhncXSuArFN1DVdHZP+mRwBdCOIUQvxJCrEP35G9Cr4G/LnHc3sSqUCj6lGnTpnHIIYfw6KOPWmwUvV0i045hw4aRn59vEfgLFiyguLiYqVOnWq7tSOC3trYaSbNg3+TKzO4U+KNGjaK6uhpN09IEvtmiU11dTWVlJRUVFYwcORLQrTLl5eV88803XHXVVca18XjcqJQj0TQtTeCndsD95ptvaGtrY9WqVUBS4NfX1xMIBMjOzqawsJDGxkaysrIALPapTD0Luso333zDnDlzGDhwYLdLf+4KSuArFN1DVdHZP+lJFR0P8BZwFzAc2AJ8mvg6PHH87cR1CoViN3PFFVewcuVKiy1kdwh8IYQl0TYej/Pmm29y/PHHW6rUgC7wa2tricfjRidbwKikY7bpZGpyJdmdAl/64KPRqCHwhwwZghDCEsH/9ttv0wS+XAABbNq0yagG85e//IXhw4dbdi1aWlqMxGFpr0oV+HKBJMtzyp8bGhqMpl+FhYXE43HjWeaFRE8j+HY0Njb22lidoQS+QtE9VBWd/ZOeRPB/DhwNvA5M0DRteMKXPxwYB7wKzExcp1AodjNnnHEG+fn5lpKZW7du7VP/veTggw/mq6++IhaL8fXXX7Njx440ew7oAj8ejxv2GxnBnzRpEkIIS6JtZxH8wsJC4/6+FvjyOZFIxBD4BQUF5OXlWSL4f//739m6dSsVFRWMGjUKgOHDhxviNBwOGwuC//znP9TU1BAMBmlsbMTj8fCPf/wj7dmtra2Wn1MFfmoEXwp8wKjg01cCX46/O1ACX6HoHqqT7f5JTwT+2cAKYI6maWvNJzRNWw+cCqwEel6bTaFQ9Bi/389PfvITXnjhBWprawmFQtTU1PR5BB/0RNv29na+/fZbFixYAJCWYAvWZldmge/3+xk9enS3IvhCCCOK3x8CPz8/n/z8fGOel156KZ9++imxWCwtgm9eBGzYsIF4PM7HH38M6PaZFStWEIlELBYeSWcRfLMHXwp8WUFHCnBzp+PuCPxMVXOOOOIIy/h2tLe3c9ZZZ7FmzZouP68jlMBXKLqHQ1l09kt6IvBHA//JVBIzcfw/wKhdmZhCoeg5l19+OeFwmHnz5hmR4t0h8M2JtgsWLOCAAw5g8ODBaddlEvig23TMAn/79u34/X5ycnIyPndPEPhSBF988cWIRLSsoqKC0aNHk5WVxaRJkyw2no0bN7JmzRrD3tLe3m4kQYdC6QXKuhvBz8nJMSL40m9v7rbbHYGfmiMgkTX2OxL4a9eu5bnnnmP8+PFdfl5HKIGvUHSPkSV+hhf37b+Nij2Pngj8MJD5f1odP6D+FVYo+omJEydy1FFH8dhjjxn12HeHwJ8wYQIej4ePPvqIRYsW2UbvoWOBf+CBB7J+/XpD0G7fvj1j9F5SVlaGy+XqUbfX7iDnGQ6HjeRVj8djeOsBxo4dazT1qqiooKCggNWrV3PBBRcwZ84cQO+cu2HDBpYsWWLc19bWlnH+Bx10EJFIxCL8Mwn8aDRqLIqkwJfXmr3yqQI/FArxgx/8gHfffTft+am7BxJpm7JbkEjMnWc3b96c8br77ruP999/P+N5iRL4CkX3uOmkCTx+3iGdX6jYp+iJwP8KOF0IUWp3UghRApwOpHerUSgUu43LL7+c9evXM2/ePGD3CHy3283kyZN56qmnCIfDtv576Fzga5pm1Gyvrq7O6L+XlJWV9Xn0HtIj+FLYmwV+dnY21157LePHj2fEiBGA7r93u90888wzVFVVMXToUDZs2MDixYuN+9rb2y2JtmbOPPNMwCq0paBPTbIF2LJlS6cC39yIC+D//u//eP3117nnnnsAqy0nk8AvLdX/G+gogm8W5B3tGlx//fUcffTRGc/bjadQKBQKe3oi8P8ClAKfCiEuEkKMFEL4hBAjhBAXAJ8kzv+lNyeqUCi6x6mnnkppaSlPP/00sHsEPug+/NbWVrKysozur6kUFRXhcDhsBf7w4cMB2LZtG6BH8DsT+FdddRV//OMfe+cFOkBG2KXAlx53+dXtduN2u/nhD3/I6tWr8fl8lvuzsrIYNGgQI0eONCL48pq2tjZLtBvgl7/8JT//+c8NC5LZpmMXwZfWoMbGRosHP3UxAFiaXgFGUvbYsWOprKw0/tyALvA1TbM8Py8vz1hUBYNBVq5caVsTX1YDkp9bZ4TDYZYtW5bxvBL4CoVC0Tk96WT7D+BuYBjwV2At0AqsAx4HRgB/SFynUCj6Ca/Xy4UXXkg8Hic3N5e8vN3Ti0768L/73e8a9ddTcTqdlJSU2Ap8KXil7aO6urpTi87/Z+/O46Oq7v6Bf85M9plsZIGQEMK+BCloFBDtI7RafBTFpaXW3cdqtdYF20cetYrVam310Wpx/VHR2kr1cQMrVq3UpQgoKBUJguyJQAiQfc/c3x+Tc3LunXtnSSbJJHzerxevTOYuc2dw+dzvfM85xx57LC6//PJoXH5QThX8YcOGAfB/5uEYOXIkvvzyS2zevBknnXQSAH8FXw/4aWlp+M1vfoMHH3wQqampAMyVdGvAP3z4sLoOwD8eITU1FS6XSwVvue/o0aOxbds2NDU1YfPmzXj22WdN03E++uijuOyyy9S5amtrccstt6jrAPzfWsj329TUhDPOOAN33nlnwHvVA7lTONcX8Vq4cCFKSkocB+V2dQVeIqKjSZcWujIM41YAJwL4I4DPAOzo+PlHADMNw1gYtSskoi676qqrAPRe9R7wV/CBwNVrreRiV9aAL28Kmpqa0NjYiOrq6pAV/N7iFPDlTDnWgbBORo4cqRaHmj17NoDACv6gQYPUYznAWJ6/vr4eDQ0NcLlcKrRXV1er6wD8Ad/lcsHr9arzylaakpIStLe3o7S0FH/84x9xzTXXqPBdU1ODHTt2mK63rq4Ov/vd70zPZWRkqL+rxsZGlJWVqW9ddOEEfP1zk+so7N2713ZfVvCJiELr8oqzhmGsAbAmitdCRFE2cuRIXHjhhUFnoIm2E088EY899hguuuiioPuFE/DlHPihKvi9xRrwZcVc9tqHSwZxIYTqO29sbDS1s2RlZanHspde9rDL6v2IESOwfft2tLS0oLq6GmPHjsU///lPAJ0zCtl9q3D88cdj2bJl+OKLL9Dc3Izm5mZTwJer6Ep2Pfjp6enq72r//v1ob2+37bEPJ+Dr03fKmYT0VXedzkdERPYiCvhCiEIAxwMwAHxiGIZ9iYWIYsbzzz/fq6/ncrlwzTXXhNwvNzcX69evN61kC3S26OgBv79U8MMl9z/mmGPUgGNri44e8OUNjpxHXwb8sWPHYvv27di3bx/a2tpMNxrBAv7o0aMBAAcOHEBrayt8Pp+q7tfW1mLnzp2m/fUBvJJewZcDdu0Cfjg9+HoFXwZ8601GqHMQEVGnsFt0hBAPwN+K8yKAlwDsFEL8LvhRRET2wqngh1rkqrfp02Ta9eCHSwb8GTNmmCrWTi068gbHGvCLi4sBAFu2bAHgD93y25pgAV+eu6GhQQVm2+f91wAAIABJREFUWTHfu3evaTAuAFx//fUB57AL+HK+fV1XK/h2NxXBzkFERJ3CCvhCiB8BWABAANgC4KuOxwuEEBf03OUR0UCVm5uL6upqNDQ0mAJ+XFwcXC5XTFbw5Sw6jY2NaGhoUAFfv/5wZGVl4e6778Z1112nvrEIVsFPSEhAdna2CvhyVpxvf/vbAKBWw01PT1eDqYMF/OTkZCQlJaG+vl4FZjktpr4YVzA5OTkBAf/IkSMBMwFF2oMvr4MBn4io68Kt4P8XgDYA3zUMo9gwjIkAvgfA17GNiCgisjWlra3NFJCFEEhKSkJjYyP27dsHl8ul5lvva/I6ZSuKPv/9b3/7Wzz99NNhnUcIgdtvvx2TJk0Kq4IP+L/FsFbwTzrpJLhcLrVgVrgBPykpCR6Px1TBD+bBBx/EBx98oH5fuHAhbrnlFnUzJgO+YRgB1X+9Reepp57CjTfeGHB+vYIvH+sBX/9c5PVu2rQpYN2AI0eOOK4lEE0+nw+///3vHccJEBH1tXAD/mQArxmGsUo+YRjGuwBeBzClJy6MiAY2GfCBwAp4UlKSquDn5ubC7Xb39uXZktcpK+h6wP/FL36BK6+8skvndLvdQQfZAv6AL6vrFRUV8Hq9yMzMxOjRo7sU8FNSUkwVfAC2K+m+/PLLWLBggWlO/5NOOknNzZ+UlGQK9YcOHcKhQ4ewdu1aAOaK+7vvvmuaXx8Ali1bhksuuUT9Lqv58jMGzFNjtra2Yvfu3Zg8eTJefvll9fyuXbswaNAgPP744wHvIdo+++wz3Hjjjfj73//e469FRNQV4Qb8TPjbcqy2AMiI3uUQ0dEi3IAfK/33QOd1yl5zuZBUd6WkpISs4A8dOtRUwZefX3FxsZpyUw/48lrtAn5iYqJ6TT2AW28q9PPIbxoA842Ada2DQ4cO4ac//SmmT5+OHTt2BHxDcOTIETQ2NqrfX331VdOAWhnwZQV/586dptdubW3Frl27YBiGaa789957DwDULEI9SV6j0wq/RER9LdyA7wJg9z1uK/y9+EREEQkn4O/bty9m+u+BwICvV/C7Izk5OWgPPuCv4O/fvx8+n88U8CdOnKj20QO+DKEy4Os3I04tOtnZ2QHXJt+zXsHXbxqsAb+yshJVVVUAgP/93/81fSshyRsV62MgsEVn9erVpu01NTXYtWsXAPNc+XK/3rghlDcoemsREVEsiWShK6PHriLGCCF+KoT4txCipuPPx0KIM/r6uogGkv5cwbdr0ekOuwq+dXGyvLw8tLW1obKyMqCCL6Wnp6se9xkzZgDoDOP65+jUoiNvKuz+bkIF/MLCQgD+Cr48ZsWKFbY9/vpAXmvAl+0++/fvR2tra0Db0C9/+Uu1yq5cfRcA3n//fQDO02tGk+y9Z8AnolgVScBfJIRo1/8AuAMArM93/Aks2/QfZQBuAXAsgBIA7wF4TQgxuU+vimgA8Xq9KhzaBfyGhgYcOHAgpir4Mmz2dAX/2WefxeTJ5v/cDB06FIA/EFdUVKiBxzLgCyHg9Xpx8sknwzAMdYMgw7g1oNtV8GXAHz9+vHou3BadCRMmAPAHfPn57NmzR1XzdcEC/sGDB5GcnIy2tjZs37498MPS6BV8Gfb13v2ewoBPRLEukoAvIvwTybljimEYrxuGsdIwjK8Nw9hqGMZtAGoBzOjrayMaKIQQqlKsL3QF+ENjeXk52traYirg91SLTkpKimmQ7fTp0wP2kRX4b775BgcPHlSf3dixY+FyuZCWlgaXK/A/uzLgW6citavgyxYdu4DvVMGXj0eOHIn4+HhUVlaisrJSHbdp06aAa5IBv66uLiAkNzY2oqSkBABw3XXX4fXXXw84XpIBX1+oqzcCPlt0iCjWhRXCDcNwdeVPT120EOJ8IcSjQogPO1poDCFE0OU6hRAFQog/CiG+EUI0CyF2CSEeFkJkhjjOLYT4IQAvgNXB9iWiyMiQalfBl6upxmKLTk9U8PUWHbtZg+TnUFpaira2NvXZJSUlYfTo0Y7XYvctiRDCtoI/btw4pKSkqPn19eP04+0q+Lm5ucjOzlYV/JNPPhkA8O9//zvgmsrLywEEVu8lGfD/8Y9/4M9//rPtPgBQVVWFuro6Fe4B+8W2ok1W8PX5+yXrOgBERH2hv1bZbwdwHfxTdJaH2lkIMQrAegCXA1gH4CH4V+W9AcDHQoiAqSOEEMcIIeoANAN4AsA5hmF8EbV3QERBA76coSRWK/jJyckRL3DlxNqiEyzgf/755wDMffIzZszAiBEjbM9tV8EHYFvBHz58OOrq6lQ4B+ynzrTrwc/NzUVWVhb279+PqqoqTJ8+HW632zTTjSQr+E4BP5Kbuj179qjAnZiYiIMHD6rFsrqisrLSNP2mHacWnU8++QQej0etC0BE1Ff6a8C/CcBYAGkArglj/8cA5AK43jCMeYZhLDQMYzb8QX8cgF/bHPMV/DcQ0wE8DuBZIcSkaFw8EfkFC/hSLFbw29vbo1a9BwIH2VpblgD/Z5KZmYmNGzcCMAf8xx9/HG+88YbtuWUYT0hIwAMPPIDvfOc7ptfUA358fDyEEKYAb3cT41TBz8rKwtatWwH4xwwUFRWp96OfJ1TA93g8ap79ULZu3aoCd2FhIZqamrrVOnPhhRfi/PPPN/X3WzkF/I0bN6K5uRnbtm3r8usTEUVDvwz4hmGsMgxjmxFGmUYIMRLAaQB2AVhs2XwngHoAFwshPJbXaOnowf/UMIz/AfA5/DcWRBQl4QT8WKzgA9FrzwE6K/iyB99pYa+8vDzV8qIH/OTkZHi9Xttj9Ar+zTffjHfffRcAbFt0ZHAPFfCdKvjZ2dkq4GdnZyM1NRWAc8DXB9vqvF4v/v3vf+OUU06x3Q4ADz/8MAB/j7/siR8+fDiA7rXpyGuSqxXbcerB379/f7dfn4goGvplwI/Q7I6fbxuGYVrD3DCMWgD/ApACf6U+GBeAwBVjiKjLQgX81NRUtSJrLOipgG+t4AcL+JIe8IORYdz6rUBKSgra29tNIdVucaxQAV8+zsnJMc3dn52dber/twv4u3fvhsfjwdtvv4077rhDbfd6vcjNzcWkSfZfmj777LO44YYbUFRUhC+//NJUwQe6N9BWriMQbLpNpwq+DPjBbg6IiHrD0RDwx3X83OqwXX6XOlY+IYT4jRDiZCFEUUcv/n0ATgFgO9pLCHGVEOJTIcSnvTGDA9FAESrgx1L1HvAPTpVBOVqr2ALh9eADnVNlAvaLUtmRAdz6hae8cdKnsZQVfL0FJ9IWHf36nAJ+XV0damtrsXv3bhQVFeHUU0/FmWeeqbbLkJ2ZaT8Hgvy2ori42BTwR44cCcDc+tPQ0ICrr7467Pnx5WsH+2+5U8CXr8sKPhH1taMh4MsyW7XDdvm8/n/rIQCeh78P/x8AjgdwumEYK+1OYBjGU4ZhlBiGUSLnpiai0JwCvpySMZb67yV5rb3dgw+YF7Vy2sdKBnyfz/QFpprX3q6Cr99g2AV8fXtSUhLcbjcyMzNNNx3Dhw+3Dfjypu2bb77Brl27VJ++3pYl1wBwCvjy5qS4uBhbtmxRA7LHjvXXacrKynD48GFUVlZiyZIleOqpp3D33XeHNfhWthUFC/hs0SGiWHc0BPxQRMdP9V9+wzAuMwxjuGEYiYZh5BqG8V3DMP7eR9dHNGCddNJJuPbaawPmfY/VCj7QMwE/OTkZTU1NIXvwL7nkkojPHaqCr7ObMSfUTEGnnHIKfvSjH8HlcqkKvsfjQUZGhvp71Hvw5Ww/MuDLvnl9nn154ycDfkpKCn7605+q7bKCP3ToULS2tqpgXVRUhLi4OJSVlSE3NxdjxoxRYwwWL16sbgCCkZ9LRUWF4z6hWnQY8Imor4VXAurfZIXe6f/GaZb9iKiXeDweLF5sHfveGfCPpgo+0DmverAe/Isuuki1kYQjVAVfZxfmQwX8+fPnY/78+QA625YmTpwIoDO0x8fHq/dUVFSEjz/+GKWlpaiqqlIVfD3gSzLg5+Tk4A9/+IP6Z0WGcFltl2E8NTUVQ4cOxcqVK9He3q7myQeA1tZWfP3112hvb3f8fOV++jl1f/3rX1FdXW0b8A3DYMAnophxNAR8OQmzU+lmTMdPpx59IuplR2MFHwgd8AHgT3/6U0Tndgr44Vbw7Z5zIm88zjrrLADmRbb0gA8Aq1evNv0uP099sO2gQYMAQH2zIckKvvx54MABAP7PsaCgQJ0bANasWWM6tqGhQd0Y2LFbEbeiogK5ubn44Q9/CACYNm0aAPNCV3V1dSr4M+ATUV87Glp0VnX8PE0IYXq/QohUADMBNAJYYz2QiPpGLFfwZeDtiQq+7CUPFvAj5dSiE24FX+/1nzNnTtDXOuWUU/DOO+/g1ltvBQDbFp3s7GwkJyerBbvy8/MB+MN6fX09Fi1apM4nK/j6VJ5A582JDPiy2p6SkoJhw4YBAI477jgAwAcffGA6NtQc+TLgy3Nu3rwZQ4YMUdcLAOvWrVPXZa34x8fH98osOu+99x5GjRrVrTn/iWjgGvAB3zCM7QDeBlAE4KeWzXcB8AB4zjAM/leSKEYc7RV8lyt6/2mOpEXHrlovhFCP//a3vwVU0637fve731XXbzfINiEhAR6PR1W59fn7U1JSTK/nFPDlMdYWnZSUFHV9F154IQoKCgICsF51B4B//vOfeOaZZ9Tv1oC/Z88eGIaBsrIytfiWfrO0YcMG03F5eXlhV/BramqwZcuWsPa1Wr9+PXbs2OG4lgARHd36ZcAXQswTQiwVQiwFsLDj6RnyOSHEA5ZDrgVQAeARIcRrQoj7hBDvwb9w1VYAt/XaxRNRSDJ8xmIFvycDfm1tLdxutynkdlckLTqh+u1dLldE3y44Bfzk5GRV5bbrvZdkT/+MGTNMz8t/PqwV/OTkZDWV6OzZs1WLj04G/tLSUpxwwgmYNWsWrrjiCrVNzpAjp7yU+zc2NtquPSAHiMubkPz8fDQ0NATcSNiZPXs2JkyYEHI/O3J60+pqDh8jokD9MuADmALg0o4/3+t4bqT23Pn6zh1V/BIASwFMA3AzgFEAHgEwwzAMrkpCFEPmzp2LJ598Esccc0xfX0qAnhxkKwN+NMnr7WoFvztkeBdCmBbR0ivtdtcheTwefPLJJ1i2bJnpefkZ6RX8xMREuFwu3HfffVi1ahW+9a1v2f4dycC+Zs0afPLJJ+r57du3IycnR/Xv19bWoqamRu3f1NSE5uZmtb9+8+nz+VTAHz16NABg165dQT8bwF+FD0d5eTmefPJJ03NHjhwBAFx66aW48sorwzoPER09+mXANwxjkWEYIsifIptj9hqGcblhGHmGYSR0TIN5g2EY4a1+QkS9JjU1FVdddVVUK9nR0hsV/GiS7TLRqOBHSlbw29vbTRV8PdQHC/gAUFJS4jgoVq/gy/N4PB6ccsopAOwXI5OB3brw1fvvv6+q91J5ebmpgi/bcABg1qxZuPTSSwH4BwG3tLQA6JyLf+fOnWrfiooKPP3006ioqMDtt9+Ojz76yPQ6oebnnzt3Ln7yk5+YFvCSAX/z5s1YsmRJ0OMB4Jprrolo9iUi6t/6ZcAnIuorMqhGcyVbfZrMcBewCpdTwO+NCr5dwE9MTDS15QRr0QlFBvy2tjbb92P3dyRbZ6wBX6+my4G6ZWVlpoDf3NyspgAtLS1VC4/pg23tAv4555yDq666CmeddRZ+/etf48EHHzS9drBxDUBnC5I+FkEG/HA98cQTqK2tDat1iIj6PwZ8IqII9MQsOn1RwU9ISAh4rWjfXISq4Ash1BiBcPzgBz9QC2MB5kG5dgE/WIuOdaYbPeDLNhtrwG9qalI99xdccIF6T3rAz8/Ph8fjwdatW1VlfuPGjQCAbdu2AfB/M6CzDiK2svs7DCfgG4aBbdu2wTAM9c+YvBYiGtgY8ImIIiBDXTTbHXqyB98p4AshTKE4Pj4+6i1RMuC3tbUFDLIF/Dc2kbzmX//6V1Nvu8vlUq1Gdt8ERNKi8+mnn6rHI0eOBGBfwc/KykJrayt+8YtfqBsiPeDHx8dj2LBhWLx4MS6//HLb17T254eq4Mu/Q9kGBHQOsg3m3HPPxdixY7Fy5UpMnjwZQOesP0Q0sDHgExFFID4+HikpKVHtV5fhtL6+PuoBX84qI/vSddaArzv++OO7/dp2AV8OsrW+flfJ/vxIK/jWgN/e3q4eZ2RkICcnx7aCn5SUpIK9fE9tbW2mgC/P/eyzz9pe88GDB02tMqEq+PImSB/kG6qC7/P58NprrwHwzwgkp/hkwCc6OhwNK9kSEUVNfHx8VNtzgM5wahhG1AP+iBEj8PXXX6sVY3X6QFtr//3HH38ccvBnKPLGxalFJxoBX/bhh1vBd+rB1yUlJaGgoABPPfUUsrKyAPjnrAdgainSW3RkdT0+Ph5LlizB3LlzcdJJJwV8hllZWTh06BB2796tnnMK+E1NTTjnnHNUxV8GfMMwQgZ8vdrf2NiobmD0gbpENHCxgk9EFIHU1FTb+dC7Qw+n0e6DB4BRo0bZ3jjoAdsa8N1ud7evJZwWne6SAb+wsDBgW7gVfOvfZ1JSEm67zb88iuzVl4Favieg8+/qo48+whdffAHAH/DPPPNMnH766WhublYDZKVJkyYBMA/CdWrRKSsrw1tvvaV+ly1Cl1xySci2HmvAl/s73Uw0Nzd3+4aOiGIHAz4RUQR+85vf4M9//nNUzxkfH68CeLQr+MHoFfxoT5EJOM+iE80KvqzIH3fccQHbgvXg64Nsx4wZE3Dd5513numcsufdroJ/xRVX4O677wbQeaOUkJCAlpaWgH572Qu/cuVK9dzcuXMhhMCLL75o2lcP6YA/hB8+fBjPP/98wPuy0o9taGhQAd96TsD/GSYlJeFXv/pVyPPW1dXhmGOOwdq1a0PuS0R9hwGfiCgChYWFanrEaBFCqGp2bwb8YBX8aOiNCr6cmWbq1KkB25wq+C0tLaYeeLuADwA5OTnqOVnB1wO+rODrvfH6jUxzczO+/vpr07lHjBiBa6+9Fo899ph67vPPPwcAbNq0ST332GOP4U9/+pPp2Nra2oD3I7344oumbwv0awpVwZfnfeAB6yLwgT777DNs2rQJN910U8h9iajvMOATEcWAvgj4vVXB78lBttK3vvWtgOfsAn5dXZ0K6/KzlnPXW69bD/iygq+36Nh9ZvqNTEtLi7oBkTwej+PKs3oof/zxxwMWsKqsrLQ9DgDmz5+Ps846S/0eSYuOfN1w5siXNzjhzOJDRH2HAZ+IKAbIsNsXFXy3290jFfzeGGR76623YsyYMbar3dp9Q1BfX6/ac2Tfflcr+MECvqzgb9u2TS2cBfjHDDi9bz2UNzc3BwRuPeDrYV7S24EiCfj6Cr3SbbfdhjPOOEONLZBkixMDPlFsY8AnIooBMoz2xCBbJzJoer3eHm3RsQb8aLbo/PrXv8bWrVtttxUUFOAnP/kJZsyYoZ6rr6/HgQMHAADXX389brvttoAZhuS0lPrgW7sKvt3flV3AHz9+vHqvXq/X8X3rFfyWlhY0Njaath88eBAA8Pzzz+P111/HRx99ZLp50G8OnXrwW1tbYRgG1q1bh3Xr1uHpp5+2DfhPPfUU3nzzTTXVpiRvOqqrq23fAxHFBgZ8IqIY0BcVfNmic+utt2LRokVRP39vDLINxuVy4fHHH1erzwL+gCqnivze976He+65x1SpBzrDsf68DMjhVvATEhJUwB8zZoz6rMMN+PpjSVbw5Y3HzJkzceedd6rt+j87wXrwlyxZgmnTpmHatGm46qqrTAFfTqcpb3Ksg3JlBb+hocH2PYTy4osvYs+ePV06lojCx4BPRBQD+nKQ7amnnoq5c+dG/fx6D77X60VcXBwSExOjWsEPh3ydtLQ01NXVYf/+/QCAvLw8AEB2drZpf7uAL4Xbg5+YmIja2lpUVVVh9OjRajpPj8fj+L71MG03242s4OvtSPo3L04VfGvAX7dunem8esC/9957YRiGes4p4AOIeFrNrVu3Yv78+bjwwgsjOo6IIseAT0QUA/qygt8TA2yBzjA8ZswY/PjHP8a7776rVgIGer6Cb72OwYMHo6amBvv27UNiYqIahKsPNgb8q8ACUItc6exm0ZFcLpf6+9ODd1ZWVlQr+GlpabbXE26Ljly0y3peALjjjjuwZ88ex4CvjwsItdiWlZxetqysLKLjiChyDPhERDGgL3vweyrgu91u/O1vf8OqVauQmZmJ//iP/zC9bl8F/P3792PIkCGqDQXwB9fKykpcd911uOyyywAEBn/9XEDg56b/rgfv5ORkVcH3er2Og5qtPfhWdhX8UAE/NTU1oIJvDfjWxbiqq6vVYNzW1lZ88skn+PnPfw7DMEwV/Llz59pOT+rkpZdeUq8nW4GIqGcw4BMRxYCBWMEHgP/8z//E4MGDTc/1VYtObm4uGhoaUFZWptpzJI/Hg6ysLDz66KNq/3HjxmHq1KkoKSlR+wWr4Oufox7gU1JS1Gctf9q9dxnwfT6f7Ww3oSr4+vXIc2VkZIQd8OU8+Poqvy0tLbjkkkvw4IMPYtu2baYK/urVq9Uc/qHU1NSgtLQUY8eORUNDA7Zs2RLWcUTUNQz4REQxoC968EtKSnDsscdiyJAhvfaaQN9W8AH/4ljhvOekpCRs2LABc+bMUc8FG2QbbgXf7ligs+puF+6BzgWp5DmA0D34GRkZIVt05KxCsiVJX+W3paUF+fn5AIAPPvgA9fX1SEtLU8+Fa8OGDQCA//qv/wJgXtSLiKKPAZ+IKAb0RQX/hBNOwPr163staEv6gNPeMGvWLFx88cWYPHkyAKC8vDyggh+MXm3vSouOrOC73W71vN3fs6y62/XfS/I8dq9TWVmJO+64A1u3bsX69esB+Bf70iv4LS0tjhX8QYMGAQgM+EOHDgUAvP/++6irq4PX68Xs2bPVPnLMQjDyek4//XQA/v79FStW4OGHHw55LBFFjgGfiCgG9EUFv68UFhZiyZIlOP/883vl9UaNGoXnnnvONGg2km8t9IAfrEVH/12vrMsKvsfjUX3/wQK+Xf+9ZF3QS7+effv24e6778a4ceNw3333AQgM+G1tbY4BX34++qDblpYW9c3B2rVrUV9fD6/XiyuuuELto8/Xf+DAAWzfvj3gujds2IDCwkKMHj0agD/gn3XWWbjpppvUtRFR9DDgExHFAFlF781Btn1FCIErrrhCzWLTW/Te9UgCvv4NR6hpMiVrBf/iiy92nLNeksE+WAVffw/W17FjbdEBAme/sbboWHvw5Q3Bnj17UFtbC4/Hg1NOOQWPPvoogM458devX48hQ4aYxixI5eXlGD58OJKSkpCQkIC3335bbdu8eXPQ92Cnra2Nq+kSBcGAT0QUA46mCn5f0cNxJC06srUHCF7B11tVrBX8k08+GQsWLFDPRauCH2oF4oyMDDQ3Nzv29QOdFfzMzEwA5had1tZWVcFvbm7Gzp07VWuVvPGRAX/VqlUA/Kv+Wtt2Dh48iJycHAghkJGRgX/+859q26effhpwTdXV1UFvdBYsWIDMzMygnxXR0YwBn4goBjDg97yuVvCPP/549VgP9dYKvh5qrRV8K+vfc2pqalg9+OFU8OVKtwDUtyQNDQ2O3w5VV1cjISFB3TxYe/BramrUNxelpaUBYyjk1Jl65V+fbQfwt/3IhcMyMjLUz7S0NHzyyScB15SRkYHTTjvN9noB/4q4APDll1867kN0NGPAJyKKAX0xyPZo09WA7xSMgwV8awXfyvr37PV6VTU6WFXaet3WgO92u3Httdeq32WYdroOKSkpSW2XQT0+Pl714E+aNEnt61TB11t/qqur1WOfz4dDhw6pgC9vOoYMGYJx48Zhx44dttf0wQcfOF5vUVERAOCzzz5z3IfoaMaAT0QUA/pioaujjR7wrXPzh/LJJ59g8eLFpueCtejowVvv25dcLvP/fr1eb1gVfDmjjd3rAOYpOQGYxjmECvhCCKSkpKgKflpamqrgFxcXm64VCD/gHzlyBO3t7QEV/NzcXHi9XtPiWUB4s/LI8QIM+ET2+H8SIqIYwAp+z5PBNCsrK2TvulVJSUnA4FFrBd8wDPVYD976irmSXYvON998AyB4Bd86/7z1fSQnJ5umH9UfBwv48no9Ho9pQa2mpibU1dWhsLAQXq8XdXV1AYt2yYBuF/BbWlrUCrzZ2dkAzAG/ubkZe/fuNV2LvGEIRg6wZcAnsscKPhFRDGAPfs9zu93wer1RW9gr3EG2TteiC7cHP1QFX181FzCH+lAVfMAf2vUKvgztaWlpGDVqFIDObwX0Cv727dtRWVmpwntNTQ0+/vhjJCYm4pVXXgGAgAr+4MGD4fF4Air41v59n8+HpqYm03PyuuQMQJFqampSN1Q6/SaNqD9jwCciigGs4PeOtLS0iGbQCcblcplabZxadOzY9eC3tbXhmWeewXe+8x3H46wVfOtNhrWCr7cHhRPwU1JSVMhNS0szhf1ly5bhiSeewHXXXaf2BYAdO3Zg9OjR2LBhg+qNr66uxiOPPAIAWL58OYDOgC+vLzc3NyDgHzlyBBs3bjRd21VXXYXk5GRT+JYB3xr8w3XTTTchPz/f9K3DXXfdhSFDhoTVIkQU6xjwiYhiACv4veNb3/qWaVac7tLbdLpTwZftQ/oCUnasFXxr+4+1Bz/SgK/fHKSlpal2mdTUVIwfPx5XX321ugYZ8Pfs2aOO0QP+Rx99BADYvXs3gM6AL6fsTE9PDwj4JSUlmDNnjunalixZAsA/neeKFStQUVGhgrm+yFYk1q5dCwD485//DMB/o7Bo0SJUVFSoaUGJ+jMGfCKiGHA0LXTVl958803ce++9UTuf/vcVSQXfOsjWOr+9k1DfPlhbdPTr0AO+vG7r61oDvt1j675wrvfrAAAgAElEQVR6D70M+Hv37kVZWRkAYP/+/QA6e/DlGIPExER4PB7U1dWp6rx1Rh19ga533nkHZ511Fs477zzVxiQr+IcOHcI111wTVv8+4F9NGegM+O+++67axoBPAwEDPhFRDGAFv3+KdgU/lGBVeMBfiXdq0dHn45d99LKvXrbi6Pvood7uBsSugp+fnw+32x3QGz9kyBB1syEDfkJCArxeL9rb2/H222/bjj3YtGmTevzwww8DgPpmIDs7WwX83/3ud3jiiSfw9NNPB5zDjhz4+8UXX8AwDLVaLwDTY6L+igGfiCgGsAe/f9IDvtMsOnasgT5UBf8Xv/gF3nzzzZDX43a7w6rgy4GuMuDLwCuPdbvdjmFfio+PR1xcnKmCn56ejrS0NLU6rjR16lT1eNGiRZgzZw7OO+889Xpz5szB1VdfHfAan3/+uXq8fv1607a8vDy0t7ejra1NXWu4g27lTEH19fUoLy833Vywgk8DAQM+EVEMYAW/f+pqi84zzzyD//7v/1aV9FAV/MmTJ+P000+33bZ+/XrceOONADpnCpKcevCtAV+GWhm4k5KSTN9CON2A6NNqAv7AnJ6eroK2DN5TpkxR+xQVFWHlypWqB196+eWXA86vr44LAAUFBeqxbFdqampS70e/lmAqKysxYcIEAMCwYcPw0ksvqW2s4NNAwIBPRBQDGPD7p6626OTn5+P+++9X+4Wq4Fvn3Ncde+yxKqiHW8G3tuhIMpAnJyeb3oNdBV/fXyouLjYFfFkZHzdunO3x+rVap8cEOm88fvKTn+CYY44x9crrAV+2/YQT8Nva2nD48GHMnDlTPbdy5cqA1wxmyZIlQWc7IuprDPhERDEgISEBLpeLAb+fcarghztYWgb3UBX8UDcMcrs14DtV8OXrZWZmAuhc2VeuENva2mq6qXC6AZEBPz8/H2VlZTj11FNNAV9+63DCCSfYHq9fq52amhp4PB48/vjj2LhxI8aNG4dly5Zh6tSpmDRpEgD/tyFffPEFAP9MO5WVlQGVf53cNnnyZMfXtGpvbzf9fuWVV+K9994Leu1EfYkBn4goBggh8Nvf/hY//OEP+/pSKAJOlXW71WuDHR8q4Aer4AOdlXrrTaJTBV8+n5iYiE8//RQbNmwAAMyePRuAf5pLedMQHx/v2HIkA3pWVpaaoz81NVVNX3nDDTdg3759qh3GKtT7Pnz4sPr2QH6m8+fPx4YNG9SCZf/93/+N5557DoB/9p6cnBx1o2JHVvlzc3PVnP46a8C/5557kJCQYHvToM/yQxRLGPCJiGLEzTffbBqMSLEvVPD+/ve/H3S7rPTLoGud516KpIKvc6rgy8CekJCA4447Tr2u3raitw853bDIyr4eqK2r5wZbOdhp1V2poqLCsT1If2+SnJozGBnws7Oz8eijjwZ85tYWnf/7v/+Dz+fDz3/+84BzdXUefqKexoBPRETURcFacZqamvDCCy8EPV7ORCPDqlPlOdSNhGQN+PpxeiDWK/jW/efNm4d58+apgO8UsIHOFpyqqir1nN6XbxfCdXrALy8vx4oVK0zbIw344axCK2cMkvPyy88gOTkZiYmJARX8YcOGAQDef//9gHOFO+8+UW9jwCciIuqi+Ph4xMfH47vf/W7ALDCJiYkhx1TExcUhPj5ere46aNAg03ZZ2Q9VwZfBVn+9wsJCU+Vdr5DL89m13rz66qt49dVXwxoAfNlll5leHzAH/FCzCekBPzMzE2eeeaZpe6QBPxxy4S057kCeJzExEampqQEVfBn4d+zYgXvvvdf0LcEzzzyDdevWdek6iHoSl0wkIiLqori4OCQkJOCdd97p0vHx8fFISEhQAX/kyJGmSvHEiROxZcsWtfKqEzkIVK6QW1VVFVD1d2rRcRJOBT8/Px/Lly839dh3tYJvp6KiAscee6zttlCLftl56KGHsG7dOsTHxyM3N9d0jXJlXWsFX//9tttuw5dffql+/5//+R8A5jUQiGIBK/hERERdJAN6V8kbhFNPPRUPPPAAfv/735u2T5kyBdXV1apNxIkM+LKCn56eHjCFpV1lPViFPdwpPOfOnYvRo0fbvk6ogB9qkG1TU1PUKvgVFRVYsGABli1bhoKCAnUzFKqCX11dbbrJkHPuE8UyBnwiIqIuki063TleTpF68803B4TpcG8erAHfTrgtOvq1AcEr+HYiCfh2Vfgnn3wSZ599tvq9uwH/oYcewg9+8AMcOnRIPaffMOk3O2lpabYVfD3gW6fMBPwz/KxatSqs6yHqDQz4REREXSQr8F1ld4Pwyiuv4IEHHoAQIuxzn3TSSQCACy64wHGfrrbohKrgW0US8OUYgYsvvlg9d9VVV+H6669Xv3cn4FdVVWHBggV46aWXTItg6QE/WAXfMAzU1NQgOzsbDz74IABg9+7dtq+1dOnSkNdD1FvYg09ERNRF3a3g290gnHPOOQCARx55JGRrjjR+/PiQfeBO8+A7CacH304kg2wB/2q31tmI9GsNN+CnpKSYZrVpbW3Fk08+qX6Xg2sB83Sk8jwJCQlIS0vD1q1bTdfW2tqKtLQ0LFiwAH/6058cA76s7D/44IPIy8vDj370I/s33KG8vByGYaCgoCDofkRdwYBPRETURd3twQ92/ObNm8MKyOHSQ3NhYSFSU1ORnp7uuH93K/gulyusFX3t3r8e3sMN+LKnXqqrqzMF/J07d6rH+gJV+s1OTk6OmkYT6BxgKz+njIwMx1lzZMCX8+WHCvgy2HOALvUEtujYEEJ8WwixXAhRLoQwhBCX9fU1ERFR7Dn33HNxySWXdPn4IUOGIC8vz3abx+MJKyCHSw/S559/PsrKygIG4trt39UKflJSUtgr+lrpNyNONxjWgG99rffffx87d+7ErFmzAPinuZQmT54ccJ7ExEQMHjwY1dXVaGpqAuAfYAt0fgYZGRmOc9/bzcG/ceNG3HzzzQzx1OtYwbfnBbAJwHMdf4iIiAJcdNFF3Tr+D3/4g+2gzZ6g3yy4XK6Qwb27FfyuzlNvPdbpOq3fblgDvmy1mTlzJlatWoWdO3fC6/Vi9erVmDRpUsBryYAP+GfcKSwsVBV8PeA7sf49Tp06FZ9//jkA/3SacmEtgFV76nms4NswDONNwzBuNQzj/wCEXhaPiIioCzweT8QV8q6Ki4tDRkYG7rzzzrD272rAl9X37gR8vYKvh3Gd9dsNa8CXvfKjRo0C4K/gZ2dn45hjjjHtaxfwZb9+dwK+DPdA5zcBkt4GRNQT+mUFXwhxPoD/ADAFwLcApAL4s2EYjqUUIUQBgF8BmAMgC8A+AK8BuMswjCM9ftFERER9KC4uDkeOhP+/u4kTJ+JnP/sZTj311IheJxoV/EGDBmHWrFm48sorMXLkyLCOsQb8PXv2AACKiooA+Hvwp06dGnCc3oMvA/6BAwcAOAd8t9sdEOjtWnQk6+eur4bb2NjYpUW7iILplwEfwO3wB/s6AGUAxgfbWQgxCsBqALkAXgewBcAJAG4AMEcIMdMwjENBTkFERNSvRdrPn5CQgEceeSTi15EBvzsDhOPj4/Hee++Fvf/8+fNx7rnnYv78+eq53bt3Y9CgQcjMzATgr7DrbTKSXQU/VMDPy8szhXR5fifWgL93717TNgZ8irb+2qJzE4CxANIAXBPG/o/BH+6vNwxjnmEYCw3DmA3gIQDjAPy6x66UiIgoBkRzwG4w0ajgR2rZsmUYN26c6bndu3cjJyfH1GIUScCvra3FsmXLAAQGfLupLSMJ+PrNQSTfqhCFq18GfMMwVhmGsc0IY5SKEGIkgNMA7AKw2LL5TgD1AC4WQniifqFEREQxYiAHfAAB6xHU1NQEBHy7GYv0Fp2kpCSkpaXhwIED+PDDD/Hmm2/i0ksvRU5ODoDOqTjz8/MDzhOsRWfv3r2or683/S4x4FNP6JcBP0KzO36+bRiG6d8+wzBqAfwLQAqA6b19YURERD3N7Xabfva03g74I0aMABAY8AEEBHy7hcP0Cj4ADB48GAcOHEBdXR0A/7z2sr/f4/HXAmfOnBlwHp/P5zg7zs9//nM1FgDwz9IjRSvgNzc3R+U8NDAcDQFffme31WH7to6fY+UTQgivEGKKEGIK/J9RYcfvhXYnEEJcJYT4VAjxKUfGExFRLJGV+96q4EdjFp1w1dfXo7S0FID9glk5OTmmsQDBAr48XgZ8Od+9DPWAf5XhN954AzfccEPAedrb29Ha2up4rZWVlWpmnyNHjqjXjUbAv//++5GUlBQwWw8dvY6GgC+X6XP6p14+r899VQLgs44/yQDu6nj8K7sTGIbxlGEYJYZhlMiv8YiIiGKBDPbWlV57itvtRmJiYlRX4XWSkpKiXsepgq/PrhNJBV+21OiLgQkhcMYZZ9h+lj6fDy0tLUGvV/b0V1VVqdmBohHwFy5cCIDTb1KnoyHghyL/zVffqxmG8U/DMITNn8v65hKJiIi65u677wbQuz3xKSkpfd6DDwDWoptdwNd78AH/6sJOFfxgrBX8YcOGYfFi89C/nTt3AvCHetmyU1VVFdb5nZSXl6vHep8/Hd2OhoAvK/TpDtvTLPsRERENGDfddBMMw7ANwD0lMzMT6elO/9vtGXbv78QTTzT9bvctu10F/8iRI6qy7jSFZUVFBU4//XT1uzXgDx48GNdee63pmNraWgD+gJ+dnY3U1FQcPnw45HvTvfnmm5g4caL6tmDz5s1qmxw3EG3t7e0oKirCc8891yPnp+g7GgL+Vx0/xzpsH9Px06lHn4iIiCLw8ssv44477ujV17TrwS8pKTH9bl0MC7AP+ACwa9cuJCUlOQ5OzsnJQWFh59A8n89nCvjWG5yioiJTwM/MzMTUqVPxwgsvoLKyEv/v//0/CCFwxRVX4KSTTsKrr75qOr6lpQU+nw+fffYZSktLceiQf/keeU7AvoK/fPlyPPPMM7bvIVyHDx/G7t27sX79+m6dh3pPf13oKhKrOn6eJoRw6TPpCCFSAcwE0AhgTV9cHBER0UAzZcqUXn9NawV/0aJFKtCfffbZjr3uTgF/x44dIdtz9IHL7e3tph58OXe+VFBQgNraWrS1taG2thaZmZl45JFHMGXKFDz//PNYt24dAOCjjz7Ctm3bcNxxx+Gcc85RxycmJuKyyy7DkCFDAHRW64MF/La2Npx99tkAgMsvvzzoewmmsrISALB///4un4N614Cv4BuGsR3A2wCKAPzUsvkuAB4AzxmGwcY1IiKifkoP26tWrcKdd96pfn/ttdfw/vvv2x5n7cGXAX/nzp2mAbahXtPaoiMr+Js2bcKbb76J1NRU1NbWqp77zMxMTJ48GYmJidi3bx+2bfNP6id7/7/55ht1rra2NgDA0qVLVbC3C/jWFp2VK1c6Xntzc3PIQcGSHLzLgN9/9MsKvhBiHoB5Hb8O6fg5QwixtONxpWEYP9cOuRbAagCPCCG+A6AUwDQAs+Bvzbmtxy+aiIiIeowQAnFxcWhra4tovIEM4rLiLgN+RUUFxo8fH/TYcAJ+cXExiouLsXTpUmzfvl19k5CZmQkhBHJzc3HgwIGAgL9v3z51LrsQL58LVsH/6KOPANgvzOX1elFQUKAG/gYjK/j6NVFs65cBH8AUAJdanhvZ8QcAdgNQAd8wjO1CiBL4p7mcA+A/AewD8AiAuwzDiGyECxEREcWc+Pj4iAP+mDFj8Pe//x2zZs0C0BnwAURUwW9razMF/BkzZpj2lRV8GfAzMvyzc+fk5KC0tFTNYW9XwddDvHwsg35NTY3aZg34cpu+ANfatWvx9NNPo62tDbt27Qr6/iS26PQ//bJFxzCMRQ7TWMo/RTbH7DUM43LDMPIMw0gwDGO4YRg3MNwTERENDHKgbaQzBp122mnqmJSUFHi9XgChp8jUA35LS4tqeXnjjTcwf/580752LToAkJubq/rv8/Pz1Yq0+/btU8FcD/jbt28HYK7ky28LrC06MuDrNx7f+c53sGTJEtN+paWluP766+Hz+WBHBvza2lpOxdlP9MuAT0RERGQlQ3p3pwSVVfxIKvjNzc0qSNvN6JOamoq6ujo1LaYM+PrUncXFxepxU1OTuhnQq/Sff/45AHOLTkZGBpKSkhwr+HrAt+u7P/bYY/Hoo4+avjXQyYAPsIrfXzDgExER0YAQ7YAfaQVfBmm7109NTQUAlJWVATBX8AH/IN9x48aZjpGBW6/gS3oFPzU1FR6PJ6yArz8G/K1FTU1NAKDahKz0gM8+/P6BAZ+IiIgGhL6u4MvqeLCALyvgsg1IVvCHDx8esPqvDNN2AV+v4KempsLr9QZt0bn//vtV9V/36aefqsfWVXWrq6uxefNmVFZWqlmGDhw4EHAOij0M+ERERDQgdLUH3yrcCr6+CJbeohMs4FdUVADoXCFXVvAHDx4c0NoTTgW/pqZGVfC3bduG3bt3q31kRb6lpQULFy7EL3/5y4DzyJ5+AAFrBcyePRvFxcWorKxUi3qxB79/YMAnIiKiAaEvK/h6i45TDz7gD/hut1tdo7xJGDx4cMB1Wyv4eoXf2qLj9Xrx8ccfmwb36r37APDWW28FXNfXX3+tHlsr+Bs2bFDX4RTw29vb8cYbb5hm6gnHpZdeikWLFpmee+655/DKK69EdB6yx4BPREREA0Jf9uC3t7erXvZgFfwDBw6o6j0ATJo0CQBw4YUXBhxnreCPGDFCbXvhhRfw1ltvoba2Fmlpaepav/jiC/h8PhiGERDw5YJZuq+++ko9tgZ8/ToKCgoA+AO+z+dDe3s7AOCZZ57B3LlzsXTpUttjnTz33HO46667TM9deumlOO+88yI6D9ljwCciIqIBQQZkuwp6JLpSwQc6q+qhWnT08x577LGorq7GvHnzglbw4+PjkZWVpbYdPnwYp59+uqrgy/7/hoYGlJeXq5Yh/Rg7W7duVTcOTgHf5/NhyBD/uqL19fU48cQTMXPmTABQNzX/+Mc/gr4O9S4GfCIiIhoQ+rKCD3QG/FAtOnoFH+hcRVc/LjExUVXwZZ+93Q2HDPh79uxRz3311Veqeq8HfFmF123duhXDhw+Hx+MJ6MHXZWZmIikpCW+88QbWrl2LtWvXAuj8VmDTpk2Ox1rp7Txy3n+KLgZ8IiIiGhCiNch22LBhABCy+t2VCn5bW1tAwJf04woLC/Gvf/0L9913nwrxdsf5fD6kpqZi79696jmngH/99ddj4cKFmDx5snqutrYWQ4cORUZGhmMFHwDS09Ph8XjUrDtCCACdA3O3bNli2wJkRw/1+o2JFGk/PwViwCciIqIBIT4+HkII0+w2XVFYWIgPPvgA559/ftD9uhLwAYQV8IcPHw4AuPXWW7Ft2zakpqYGTKMppaen44QTTlCvs2XLFtuAP3ToUNx3332q3UZ/3hrwZeuN/hr6NxqGYaClpUUF/Obm5oCefzuGYeDQoUPq9x07dgTsw5l6uo8Bn4iIiAaE+Pj4blfvpZNPPlnN/e7EGvDlYFi7Fh09HDv19uvXrgfzNWvWOFbwASAvLw8rV67EF198gWHDhuGbb76xDfjy/WRnZ5uOz8/PDwj4Bw8eNO1jDfiAfxpOva0nnHabH//4x6ZWoZ07dwbso98AUNcw4BMREdGAEM2AHw5rwN+1a5e6DiuXy6UWt3IK6vqNgbVfPjU1Ffn5+QCA0047zbRt6NChGDRoECZNmoScnBwcPHhQzYGvh3l5/ttuuw1PPPGEen706NHIzMw0BXx99VrAPuBXVVUFrfpbtbW1YcmSJabnysvLA/ZjwO8+BnwiIiIaEBISEvok4Msw/sUXXwBwHgMg23TCadG55ppr8PHHH6vfS0pKcNttt+GBBx7A3/72N7z++utqW15ennqcnZ2NyspK9W3CoEGD1DYZ8CdOnIhzzjlHPT916lRkZGSYqvFdqeCHCvirVq0KeK6xsRGAfyyBZL25oMgx4BMREdGA0FcV/KKiIng8HjXQNRoBPykpCdOnT1eh+mc/+xmSk5Nx8803Iy4uzhTc5aw/AFQFX44HyMzMVNv0bwj0MQF2PfjBAr587aqqKhw5ckSNeQjVoqMPBJYaGhoAQE3zCbCCHw0M+ERERDQg9FXAT0hIwLhx49RzcoYZKxmqw+nBl48//PBDLF++PGBgrN5brx+XnZ2NQ4cOqR58p4CvD9gVQiAjIwPV1dWqkr59+3bTufWALwcAywq+/AZh7969QavveoiXZMDXq/8M+N3HgE9EREQDwtlnn43LL7+8115PVq7j4uIwfvx4AMGn6AxVwdcDuDzP1KlTMXfu3IB99Qq+LicnB4ZhqGp5enq67fnlTcill14KwH8j4PP5VOX/yy+/xIgRI5CXlwchBLxer7oxkQFfVvBlwD/rrLOQk5ODt99+2zQTTn5+Pm688caACn9qaqpq0dG3OQX8trY21QZFwTHgExER0YBw3nnn4Z577um115MV/Li4OFXB707A148NtRpvsIAP+GenSUlJMc0EZJ0VqL29HX/84x8BABkZGQA657X/8ssvMWnSJKSlpSEtLQ0ul0tdtwz4Bw4cQFNTk2kMAAB873vfwyWXXKJe45tvvsHvf//7gIA/ePBgVcHXt5WWltq+NzmHv93UmmTGgE9ERETUBXrAlxX8YME8koAfqtXIabucNWfXrl3wer1BbxpcLhdcLn8UlAG/qqoKra2t2Lp1K4qLi5GWlqa+BZALUOXn50MIoWYNsrYPAVALYu3bt089Zw34OTk5ARV8t9uNd955B+3t7QHnXLlyJQCoGYLIGQM+ERERURfYBfxwKviR9OAHs2LFCnz11Vem52QFf9euXfB4PGF/K6AH/K+//hqtra0oLi5Genq62iZXqk1PT0daWho2b94MoLOir5MtOvImAPCHeHlDAQBerzeggn/22Wfj8OHD6gZBJ2cGkseQs7jQuxARERGRlR7wx4wZAyFEVFp03G6340Bd3ZlnnhnwnKzg19fXh6zg6/SALw0dOhR33HGHCtatra3qPBkZGdiwYQMA/7SbVtaAn5OTg5aWFiQmJqqqfXJyMioqKlBbW4vVq1er97RixQq88MILmDZtmumccnxAOCvmHu1YwSciIiLqAj3gJycno6ioqFstOvLYUP33wcgKPoCIAr6cbaeqqsoUwKdPn45TTz0VQGcFPy4uDllZWWq/CRMmBJxPzoojV6rNyclBc3Oz6RpSUlLQ2NiI73//+7j66qsB+G8qzj//fCxdutQU6FtbW9WNBgN+aAz4RERERF2gB3zAX8l2Cu9A+BX87kz1mZiYqF6nKy06R44cMQV8nR7wp0yZAsD/jYF+U2ElK/g+nw/Nzc1ITEzEihUrsGTJEqSkpKChoQH/+Mc/TNd/5ZVXorq6Gu+99x4Af0vQrFmz1OsH68G/5557bNt7jjYM+ERERERdYA34DzzwAJ588knH/cPtwe/uXP6yTSeSCn5aWhqAwAq+7oYbbgAAnHLKKZg+fToA/8Bb6+w8urKyMgD+FWtlwD/zzDNxxRVXIDk5GY2NjSq4A/6AP336dLjdbqxdu1bNnf+vf/1L7eNUwd+xYwd++ctf2k4rerRhwCciIiLqAmvAHz9+PGbMmOG4f29U8IHONh1rwA8WxN1uN9LS0oIG/BNPPBGGYWDIkCEq4B86dMjxvHqbTUNDgwr4kqzg65KSkpCSkoLJkydj7dq1pll4JBnwq6urMWPGDGzbtg0A8Pe//x2A/YJaRxsGfCIiIqIusAb8UHqjBx/orODrLTpCCLUwl5PMzMygAV8nB9YuXLjQ8f1ffvnlaqYdp4AvX0uS26dPn45169apBbtkSxAAVFZWoqWlBcuXL8eaNWuwaNEiAMBbb70FwB/w5ZSeRysGfCIiIqIukME23Ir79OnT8cMf/hDHHXec7faerOAnJCSEnJknIyMDn3/+uZoBJ1jAd7vdaGtrw7333hv0nLJfXgZ8/ebF7vwy4E+YMAG1tbX497//DQB49tln0draimHDhuHxxx9HTk6OmnLT5/MBgKrk19XVYcuWLVi3bl3QaxvIOE0mERERURfIini4FfxBgwbhhRdecNze0wE/lNzcXLzzzjvYuHEjAH+7TDChvhEAOhfHMgwDNTU1ARV8K7ldbvv6668BAAUFBYiLi1NjBWpqatTry4BfX1+PUaNGYfv27eobhtraWni93pDXOdCwgk9ERETUBZG26ITSk4Nswwn4TzzxhHocFxcXtfclVVVVmQJ+sAq+3Pb1118jKSlJTeOph3VrBb+hoQHHH3+86Xyyx9/n8+GVV15R+w50DPhEREREXdBTAb+7Pfiygq/34IdzzpEjR2Lq1KkAgrfnREqG8yNHjoRdwdcDfn5+vmov0qfItAv4+fn5GDp0qNpHBvzFixfjvPPOw1/+8he17cMPPxywc+oz4BMRERF1QbQDvsvlgtvt7pEKfrAZdHShBgJ3hbzh6ErA37FjB/Ly8tT2ioqKgGN8Ph8Mw0BDQwNSUlIwadIktU0O4pWr7soFuA4dOoRvf/vbuOiii4Je+3333YclS5aEfpMxhgGfiIiIqAuiHfABfxW/uwF/8ODBAPxhXc6eE+63AtEK+MuXL1eP5Q1HfX19yEG2crvc1tzcrPruAeDw4cPqcWtrKwB/wJfB3ePxBAT8W265BUuXLlXbAf/NBgBs2rTJ8T1UV1fj1ltvxZVXXhnq7cYcBnwiIiKiLkhKSkJBQQFGjRoVtXNGI+Aff/zxWLx4Mb73ve+pc4Yb8GWY7m7ALywsVI9lwAcQsoIvW3H0Ab76fvI9JSUlqfnufT6fmvknJSUFxcXFav+Ghgb89re/Nf0O+McDAMHf52uvvea4LdYx4BMRERF1gdvtxt69e3HBBRdE7ZwJCQnd7sF3uVy49tprVXiNJOBHq4Iv++4B54Af7DX0bbLqDgAvv/wyLr74YrS0tCRVNWkAAB01SURBVKC5uRkA0NbWhkOHDgHwB/x58+ahpKQEgH8WHZ28EZDfBASbKej1118HAAwZMsRxn1jFgE9EREQUI6JRwbc7Z28H/PT0dPU4VAX/vPPOCzjeKeB7PB6MGTMGPp9PVePfeustjB8/Xp1z0KBBakYga8++DPj6DYEdwzDwwQcfqH3728JZDPhEREREMaKvA75s0enutwgJCQkqPDsF/AkTJuDFF1/E888/H3C8U8DXz2Gtzuv7yuOdAr6s4DvdyJSWluLQoUOYOHEiWltbbV8rljHgExEREcWIxMTEsGe8CVdXKvjt7e3des2EhAQ1Z70e8PXrEELg+9//PpKSknDLLbfg5JNPVtv04G2tssvPx26KS7mv/CkD/uLFi+HxeAICvtNn/dFHHwEAzjnnHABAZWVl8DccY7iSLREREVGMeOihh0zTQkZDfHx8xNNktrW1dfn15Mw9spoup8kEnAP1b37zG9PvXa3gy2BvreCPGDECXq83IOA7vc8dO3YgPj4e06ZNA+AP+CNHjrTdNxaxgk9EREQUI84880wcd9xxUT1nVyr4kQb8NWvW4OyzzwbQWaWXwdypRScYffBrdwL+gQMHAPjfl8fjUX37sgdfzpMPAO+88w42btwIwB/os7Oz1c1Jf6vgM+ATERERDWAXX3wx5s2bF9a+sgdfzjEfrmnTpqn54uUYAtmik5ubq1adDTfgu1wudaPQlRYdawVfBnxrBb+6uhoffvghfD4fTjvtNEyZMgUAcPDgQeTk5KibE3lD0F+wRYeIiIhoALv99tvD3rc7LToy2MufsvLu8XiQl5eH8vLyiMYXJCcno6WlpUuDbOPj4xEXFxcy4H/++ef49re/jb/85S+m88gKvgz4rOATERERUb8UjYBvbdFJSUlR4woimZ1HVuGdAn6wCr483tqiU19fj/vvvx8ff/yx6bgVK1YAgOqzlwE/PT0dbrc7YDaeWMeAT0REREQAOkN1pC06QGd4t1bw9YAfaQVfP48UTg++PF7eqOgBf9myZabrBYC1a9cCAIYNGwags0VHCIGioiJs37497OuOBQz4RERERASgM0wXFBREfKy1Rcfr9SIxMRFut1sFfNkiEw4Z8CPpwddDuzwuLi4OiYmJKuBXVFTgiiuuwNVXX6323blzJwCgubkZbW1tOHLkiGrPmThxIkpLSwNeyzAM7Ny5MyYXwWLAJyIiIiIAQH5+Pv7yl7/gpZdeivhYa4tOcXExJk2aBAAq4O/bty/s88mZdCKp4Ash1GN5g5CamgohBDweD2pra7F//37k5eWZbhxkSG9qalIDauUMOhMmTMBXX30V0LZ09dVXY+TIkQHtPrGAAd+GEOLbQojlQohyIYQhhLisr6+JiIiIqDdccMEFprnrw2Wt4N9www349NNPAQCnn346AGDGjBlhny9Ui44+xWWw4+W4Ao/HgwMHDsDn82Ho0KG2q9g2NzerAbV6Bb+1tRU7duxQ+1VVVeHpp58GANPzsYIB354XwCYANwAI/k8PEREREQX04OumTZuGmpoanHnmmWGfL1SLTijyODn1p36j4BTwm5qaVMDXK/gAsHnzZrWffnMhB/LGEgZ8G4ZhvGkYxq2GYfwfAF9fXw8RERFRrLO26FjJSnq4QlXwdVOnTsXPfvYz2+P1Cr5kbdGRmpubcfDgQQCdFXwZ8PU+fH0QMgO+AyHE+UKIR4UQHwohajraYp4PcUyBEOKPQohvhBDNQohdQoiHhRCZvXXdRERERORnbdHpruTkZAghAirtdgF/wYIFeOSRR0zPyR5+WYkPp4Jv16KTmpqKgoICUwU/1gN+rCx0dTuAbwGoA1AGYHywnYUQowCsBpAL4HUAWwCcAH9LzRwhxEzDMPrXkmNERERE/VhPBPyUlBTTwFnAPuDbvebq1asBAPPnzwcAlJSUqG2DBw+2reA3NTUFVPCBwJl09IAfi3Pkx0QFH8BNAMYCSANwTRj7PwZ/uL/eMIx5hmEsNAxjNoCHAIwD8Gt9ZyHEPR3fCgT7c0p03xIRERHR0UO25kSymFUwOTk5yM3NDXjeLuDL2Xp0xx9/PADg3HPPBQDMnDkTl112GaZMmYKEhAS43W7T/oMGDVIV/LS0NNP7mDBhAkpLS+Hz+Tu39Rl1YrGCHxMB3zCMVYZhbDPCmEhUCDESwGkAdgFYbNl8J4B6ABcLIfSGrYcBTAjxZ1033wYRERHRUSvaFfzbb78d7733XsDzesCfP38+KioqUFxcHLDfiy++iPLyctWqAwDPPPMMNmzYAMDfjqPLyclBW1sbDhw4EDCL0MSJE9HQ0IC9e/cC6KzgZ2VlxWTAj5UWnUjM7vj5tmEYpgGwhmHUCiH+Bf8NwHQA/+h4vhJAZa9eJREREdFRJNQg20ilp6cjPT3d9nWEEDAMA4mJiY5TeqamptoO7JUtP9aAn52dja+++gplZWWm9hwAKCoqAgDs2bMHw4cPVwE/Pz8fmzdvhs/ng8sVE3VzADFSwY/QuI6fWx22b+v4ObarLyCE8AohpgghpsD/GRV2/F7osP9VQohPhRCfyr4tIiIioqNJtCv4ToQQqorfnZsJvScfgGoHKi8vD7hpkN8CyJsCGfALCgrUyrexpD8GfHkrV+2wXT6f0Y3XKAHwWcefZAB3dTz+ld3OhmE8ZRhGiWEYJV1ZGIKIiIiov3O73RBC9HjABzrbdMKdE9/OlClT0NjYiDlz5gDonG2nvLw8oILvFPCnTJmCs846yzToNhb0xxadUORQ65D9/E4Mw/indh4iIiIiCkNCQkLUWnSCiUYFH/AHd6/XC6Bz1pzW1taAgC9fzxrwTz/9dPz616a5XWJCf6zgywp9YFOWX5plPyIiIiLqBfHx8f2mgi/J+fH1LgxrR4Z8naamJgCdAb833mtX9MeA/1XHT6ce+zEdP5169ImIiIioB+Tl5SEvL6/HX2fkyJEAgJqamm6fS1bw9VAfbotOrAb8/tiis6rj52lCCJc+k44QIhXATACNANb0xcURERERHa3WrFljWjG2pzz88MOYOnUqRowY0e1zDR48GGlpacjI6By+6VTB7y8Bv99V8A3D2A7gbQBFAH5q2XwXAA+A5wzDqO/lSyMiIiI6qg0aNCgqbTOhTJkyBfv27cONN97Y7XPdeOONWLt2rWm+fKcKfn9p0YmJCr4QYh6AeR2/Dun4OUMIsbTjcaVhGD/XDrkWwGoAjwghvgOgFMA0ALPgb825rccvmoiIiIj6zJAhQ0LvFIbU1FSMHz8elZWdSyYFG2S7f/9+7Nu3DwADfihTAFxqeW5kxx8A2A1ABXzDMLYLIUrgn7ZyDoD/BLAPwCMA7jIM43CPXzERERERDRj6Nw9OLTrLly/HwoUL1fMM+EEYhrEIwKIIj9kL4PKeuB4iIiIiOrrINpy4uLiAFXTdbjfi4uKwevVq0/OxGvD7XQ8+EREREVG0ySp9dnY2hAhcDslubEFcXEzUygMw4BMRERHRUU8P+MG261jBJyIiIiKKUbJFx9p/b92uY8AnIiIiIopRrOATEREREQ0goQI+K/hERERERP1IYmIivF4vhg8f7rhd53a7bQfjxoLYHPpLRERERNSLXC4X1q9fj4KCAtvt1oAfq9V7gAGfiIiIiAgAMHbsWMdtdi06sYotOkREREREIciKfWpqKgCgvb29Ly8nKAZ8IiIiIqIQ2traAABZWVkAGPCJiIiIiPo1GfAHDRoEAPD5fH15OUEx4BMRERERhSAr9rKCH8sY8ImIiIiIQrC26MQyBnwiIiIiohBYwSciIiIiGkBYwSciIiIiGkCsg2xjGQM+EREREVEIskUnMzOzj68kNAZ8IiIiIqIQZAXf6/X28ZWExoBPRERERBTCxRdfDAAoLCzs4ysJjQGfiIiIiCiEO+64A/X19cjNze3rSwmJAZ+IiIiIKAQhBFJSUpCUlNTXlxISAz4RERERUZgY8ImIiIiIBhAGfCIiIiKiASQ+Pr6vLyEkBnwiIiIiojAJIfr6EkJiwCciIiIiGkDi+voCiIiIiIj6kzPOOANnnHFGX1+GIwZ8IiIiIqIIvPHGG319CUGxRYeIiIiIaABhwCciIiIiGkAY8ImIiIiIBhAGfCIiIiKiAYQBn4iIiIhoAGHAJyIiIiIaQBjwiYjo/7d37/F2jXcexz/filuFSFyrcWlNBYNSirrLIKhRjFJarZlhGHSMTmfQ6ggtvb3GZdJSmeqLDmbcBtW6jUtmiPttUNdQlwhp4hIiJC6/+eN5Njsra5+z9zlnn73POt/36/W8Vs5az3rWb+11npNnPftZzzIzswpxA9/MzMzMrELcwDczMzMzqxA38M3MzMzMKsQNfDMzMzOzCnED38zMzMysQtzANzMzMzOrEDfwzczMzMwqxA18MzMzM7MKcQPfzMzMzKxC3MA3MzMzM6sQN/DNzMzMzCpEEdHpGCpF0izguSazjwLmtDGc/hjs2Np1vIEqtz/l9GXfVvdpNv+KwOwWY6ky18H2H891cGGugwtzHWz/8VwHF1a1OrhmRKy0yNqIcOpQAiZ3OoZuia1dxxuocvtTTl/2bXWfZvMD9w7mde325DrY/uO5Di6Sz3VwgK5r1WJzHezfPq6DCycP0emsqzsdQA8GO7Z2HW+gyu1POX3Zt9V9uvl3qZt18+fmOjhw5bgOdq9u/txcBweuHNfBQeYhOmbDiKR7I2KzTsdhNly5Dpp11nCpg+7BNxteJnc6ALNhznXQrLOGRR10D76ZmZmZWYW4B9/MzMzMrELcwDczMzMzqxA38M2saZKOl3SPpDckzZJ0taQNOh2X2XAgaTtJv5H0oqSQdHCnYzKrKklHSPqDpHck3Sdp207H1Ao38M2sFTsAZwFbAeOB94AbJY3pZFBmw8RI4BHgaODtDsdiVlmS9gfOBE4FNgFuB66VtEZHA2uBH7I1sz6TNJL05sC9IsJzEJsNEklzgaMi4rxOx2JWNZLuAh6KiEPr1j0FXBYRx3cusua5B9+si0naV9IkSbfmYTEh6YJe9hkr6VeSZkiaL+lZSWdIGt2GEJcl/R15rQ1lm3XUEKh/ZsNSO+umpCWATYEbCkXcQPr2ekgY0ekAzKxHJwCfBeYC04F1e8osaW3SV4krA1cBjwObk77S31XS1hHxygDGdybwIHDHAJZp1i26vf6ZDVftrJsrAosBMwvFzAR2GqgTaDf34Jt1t2OAdYDlgL9tIv9ZpD9gfxcRe0XEcRExHjgdGAecUp9Z0g9yz0dPaYeyA0k6DdgG+IuIeL/vp2jWtbq2/pkNc22tm1lxDLtK1nUtj8E3GyLyf/S3ABdGxNdKtn8aeBp4Flg7Ij6o27Ys8BLpD9TKEfFWXr8iqbeiJ89HxLzCsU4HvgLsGBGP9/WczIaKbqp/eV+PwTdj4OtmHqIzDzggIi6ty/tzYIOI2L6NpzNgPETHrDrG5+UN9X/AACLiTUlTgV2ALYGb8vrZwOxWDiLpTFLjfgc37s0+NCj1z8xa1lLdjIgFku4DdgYurcu+M3D5YAQ8EDxEx6w6xuXlkw22P5WX6/T1ALkH4y+BA4DXJK2a08i+lmlWEYNR/0ZK2ljSxqT/v9fIPw+ZqfvMOqAvdfM04GBJh0haL3dsrQb8ok0xDjg38M2qY1RezmmwvbZ++X4c4wjSzDk3kb7WrKVv96NMsyoYjPq3GfBATksDJ+V/n9yPMs2qruW6GREXA39Pepj3QdLzZrtHxHPtCnKgeYiO2fChvOzzgzcRod5zmVmJgah/U+rKMbOBUVo3I+Is0sO5Q5J78M2qo9YLMarB9uUK+cxs4Lj+mXWnYVk33cA3q44n8rLRGN/P5GWjcYhm1neuf2bdaVjWTTfwzarjlrzcRdJCdTtPBbY18DZw52AHZjYMuP6ZdadhWTfdwDeriIh4mvQq7bWAIwubTwKWAX5dm4PbzAaO659ZdxquddMvujLrYpL2AvbKP64KTACeAW7N62ZHxLfr8hdfx/0YsAWwI+nrx63qXsdtZj1w/TPrTq6bvXMD36yLSZoInNhDluciYq3CPquTps3bFViBNI3llcBJEfFqeyI1qx7XP7Pu5LrZOzfwzczMzMwqxGPwzczMzMwqxA18MzMzM7MKcQPfzMzMzKxC3MA3MzMzM6sQN/DNzMzMzCrEDXwzMzMzswpxA9/MzMzMrELcwDczMzMzqxA38M3MbMiQdKqktyWt1ulYqkzSFpJC0jc6HYuZtc4NfDMbFnJjpad0cKdjtJ5JWhM4Bjg7ImYUtu0n6WeSbpP0Zr6m5zVZ7gE5/55tCHtIioi7gN8Cp0paptPxmFlrRnQ6ADOzQXZSg/UPDmoU1hcnAosDPy3Z9s/AnwJvAi8C41ood2/gLeC/+xtgxfwQmAocCfykw7GYWQsUEZ2Owcys7SQFQESo07FY6ySNITXcb4mI3Uu2jweeB54G/ozUWD8/Ig7updwlgdnA9RGx70DHPdRJepLUGfgnEfFBp+Mxs+Z4iI6ZWYGkC/KQjTUkHS3p4Tzu+8ZCvt0kXSvpFUnzJT0t6SeSlmtQ7gRJUyW9JelVSVdIWqfueGPr8u6U153QoKzpkqY12PZVSVMkvS7pHUmPSvqOpCUK+UbkY9woaSVJv5T0cj6XRyR9vYfPaFdJv5X0x5z/BUlX5oY2kvbIZU9usP9S+TOYWYyrgQOBpYCLyzZGxM0RMS1a77XaBRgJXFEX2zhJP5Z0r6RZ+fyelXSOpE+WnMuH10rSlpKuyedWvKarS5ok6al8XV6RdLek7xbK21jSxfmY83MM90k6XdJihbwjJB0l6S5Jb0iaJ+l+SUdIKr2ZzTFeImmGpAV5eb2kshuci4FPATu29KmaWUd5iI6ZWWM/B7YBrgF+ByyobZB0MvA94BXgamAW8FngH4HdJG0VEW/W5d8fuAiYT2o0vQxsB9wBPDpQAUs6H/g6qTf7MmAOsBVwCjBe0oSIeL+w25gcxzzgEmBpYD/gfEnvR8SFhWOcAnyHNBzmSmA6sBrpszoQuJn0mT0LHCDpH+o/i2w/YDTw44hYQO92ysvbmsjbir2Bd0njzWu+DPwNcAtpiMq7wIbAocAekjaLiJdKytqGNFTof4FzgZXzvkjaAriWdM5TgP8ClgHWz/uckvNtQroW7wO/IX2GywGfIQ2VOT5vI98Y/Y702TwOXEj6/RpP+t3dHDi4PkBJh+dt7+byp+U4Pw8cTvqdqTc1L3cGbio5ZzPrRhHh5OTkVPkERE4TS9LBhbwX5LwvAGuWlLVz3n4rMKqw7ZC87ad165YDXiPdIGxSyD+pLraxdet3yutOaHA+04FpDY59CbBUYdv387Yj69aNqDv2OcBidds2JDUkHyqUs3vOPw1YrbBNwCfrfj4u5z28JP7bgA+AtZu8frOBV5vMW/vszusl32KkG7PrCuvHAkuW5N8txzypwfEC+OuS/ZYk3XAFsF/J9vrrfmbO98WSfGPIQ2vzzz/Iec8oXLvFgPOK5QAbAe+RbkrXKyl/9ZJ1K+Rybh/oOunk5NS+1PEAnJycnAYj1TXAytKUQt5aA//IBmVdnbePa7D9YWBG3c/fyPnPLck7GniDgWngP0zqwV2uJP8I0k3G7YV1QeqJH1myz9TcoF26bt21eZ8/b+IzXynH80Bh/fq5jBuavHZL5/yPNpm/2Qb+DjnfYS38Hj0KPNngePc02Gf/vP3yJsqvNfDH95JvsXw9p9c37uu21xrmF9WtOzuv+2aLdWcBML2VfZycnDqbPETHzIaVaO0h27sbrP8CqeF6QINhziOAT0gaFRFzgM/l9f9TEs9rkh4Ctm4hrkVIWhbYAJgJfKtBXO8A65WsfyIi5pasf4E0vGd54O28bktSo//63mKKiFmSLgMOlLR5RNQ+z8Py8he9lZGtmJevNZm/WfuQzuWq+pV57PpBpBuzjUg3YfVj3+c1KK/R78uWeXltEzH9J3AUcHX+7G4EpkbEM4V865Guy0zge01e71biqPcaH10DMxsC3MA3M2vs5Qbrx5CGo5zYy/4jSWPgR+WfZ7Z4nFaMyctVeonrvZJ1r/eSt75xOwqYFc2Nmwc4izQu/zDgbklLkRrPL5PGgDejdnOxVJP5m7UXcEdEFD//fyU1smcA15Fm73knb/sr0vMGZRpdx+Xz8sXeAoqIOyRtR3rGYT/S8xRIehyYGBG1h4xXyMtx9Hy9R/YljoKl+egamNkQ4Aa+mVljjWZkeQNYEBErN1nOnLxcpcH2VUvW1aYkbPR3ehQfNTrrj3FPRGzeZFx9MQdYUdISzTTyI2Jq/obiK5K+BXyJ1CN+SkSU3WyUeZX0PMAKvWVslqTNgNVJQ2Lq13+C9DDr/wHbFL/ZkHRQD8U2+n2p3UAtMgNPaSERU4EvKk3huRlp7P9RwH9ImhkRU/joel8aEfs1U24hjtIZmIokLQ4sCzzZ5DHMrAt4mkwzs9bdCawkqdmXKd2fl9sXN0gaTRoGUlQbjrJ6yT7rsnDPLBHxOvAEsKGk5Yv7DKA7Sf93TGhhn7OBjwNfI81O8wHwb83uHGn+9UeAsRq4t6runZdXFNavTfp25vqSxv2awFp9ONadeblbKztFxPyImBoRJ5De4CvSDRLA70nPTnxBUrOddX2JY9289IvgzIYQN/DNzFp3Wl7+Mvf4LkTSyDwtYs0VpB7Xg/I0iPVOJvWQFj0KzAX2lvTh+GdJH6fQ61yIayngXEmjihsljSk5fqsm1Y7V4NzLeqkvIDVGjyc9a3BdRDzX4nGnkIYKfb7F/RrZhzRDUHFs+7N5uW39nPP5GYfJ9O3/zStJzzPsI2mR3vbCXPnbqfw9CrVvf+YBRMS7wM9IM/6ckYc+FctdTVL9GPyzSN+ETMw3icX8ZdeuNm7/lrITM7Pu5CE6ZmYtiogblF5A9X3gKUnXAn8g9aqvReqpvwXYI+d/I88/fhEwVVL9PPjrkaaM3KZwjPmSJpEaxQ9KugJYnNRz/hwl4/kjYrKkTUm95NtLuoE0PeMY4NPAtqSe86P6ce7XSPoRaQrMxyXV5sFfNZ/DraTpOuv3mSvp34Ej8qpz+nDoy4GjSec/pbhR0j7AnvnH2o3HNpLOy/+eGRHH5rzjSD3TE0vOb3p+uHVf4H6ll5uNIr0Qay5ppqL1Wwk8X8svk8bzX5x/F+4mjW1fj/R7UGug/xOwo6QpwDPAW6SHp3cjDVWq/+bjRNK3P0cCX5J0M+m5gVVI8+ZvBRwLPJbjeFjSN0k3Bg9Kuor05t8VSDdOr/LR+wZqdiE9i9Hs8xJm1g06PY2Pk5OT02Ak8pSYTeatTZM5tpd825FeDDSDNJXgLOAB4F+Az5Xkn0CaenIeqTF1JbBOo+OReou/S2roLSA11n9IahguMk1m3X57kl6ANIv0QqOXgbtINyTj6vLVpsm8sdXPgXTzcn0+j/mkHurLgR0alLUpH71bYJFpHZu8Lg/l/T9Wsq02J3yjNK0u7/F53UYNjrNM/pynkZ5zeJ7UKB5Nuhl7r5C/xylN6/KtSZo56Nn8mc0mDZs5ri7PrqQ57B8jfeszl/QSqzOBNUrK/Bhptp+b87VYQHqI9tZ8nmXXbmvSt0p/zPlnkGbW2buQb3Q+/8s6XX+dnJxaS4po9EyQmZkNBkkXAF8lvWhoeqfjaQdJh5B6nydGxEl9LOMg4NfAnhFxdT9iuRtYISLW7msZw4GkY0jDvraKiDs6HY+ZNc9j8M3MrK3yQ6DHkHqLJ/ejqAuAe4GT1GDi9yZiGUuamab4cK3Vyc96HAtc7Ma92dDjMfhmZtYWkrYlDWMaTxq3fkZEvNTX8iIiJB1Kmr9+VaDlsvI3JO7c6t2nSMOJftXpQMysdW7gm5lZu0wgPUPwKqmxeHx/C4yIB/GUjW0XEb8nTcVpZkOQx+CbmZmZmVWIv6Y0MzMzM6sQN/DNzMzMzCrEDXwzMzMzswpxA9/MzMzMrELcwDczMzMzq5D/B/tdtY9azEAsAAAAAElFTkSuQmCC\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plotpsd('SkyM100del_7m12m_dirty.image')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 37, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "{}" | |
| ] | |
| }, | |
| "execution_count": 37, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "os.system('rm -rf SkyM100del_7m12m_dirty*')\n", | |
| "tclean(vis=['M100_aver_7_ch0.ms', 'M100_aver_12_ch0.ms'],\n", | |
| " imagename='SkyM100del_7m12m_dirty',\n", | |
| " cell='0.4arcsec',\n", | |
| " imsize=1024,\n", | |
| " phasecenter='J2000 12h22m54.9 +15d49m15',\n", | |
| " gridder='mosaic',\n", | |
| " niter=0, \n", | |
| " pblimit=0.2,\n", | |
| " pbmask=0.2,\n", | |
| " usemask='pb',\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 38, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plotpsd('SkyM100del_7m12m_dirty.image', mask=mask.squeeze())" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 39, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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kop8motcT0XUiehsR/QoRfS0RPX1X7XALiOM4juPsgcR7S8P9SgD/AcC/BvBmAHcD+HAADwB4MRF9ODO//qwb4QLEcRzHcXYMg/aZhnsPM98Y3ySirwfw1QD+OoAvOetGuAvGcRzHcS4QS+JD+AF5fJ9dtMMtII7jOI6zB/Ltl4b7Ann81V0czAWI4ziO41xAiOglAK4AuBfA/QA+GkV8fMMuju8CxHEcx3F2zBmWYr+PiF5tXj/IzA9u2fYlAJ5lXr8CwAuZ+S1n0bARFyCO4ziOs2MYdFZZMA8x8/031QbmZwMAET0LwEeiWD5+hYj+LDP/h7NonOW2c0A5juM4jrM7mPlNzPxDAD4RwNMB/JNdHNctII7jOI6zB263SqjM/AdE9JsAnkdE9zHzQ2d5vNvr7B3HcRzH2SfPkcd01gdyC4jjOI7j7Bhm7GU1XCJ6fwAPM/Mbh/cDgL8N4JkAXsXMbz/rtrgAcRzHcZydQ8jYSyn2Twbwd4noZwG8FsBbUTJhPgbAcwG8EcCLdtEQFyCO4ziOc3H4NwAeBPBRAD4UwFMBPAbgNQC+B8C3MvPbdtEQFyCO4ziOs2MY+3HBMPOvA/jSnR94AQ9CdRzHcRxn57gFxHEcx3H2wB5Xw70tuNhn7ziO4zjOXnALiOM4juPsGAYhn00p9jsGFyCO4ziOswfcBeM4juM4jrNj3ALiOI7jODuGAeQ9pOHeTlzss3ccx3EcZy+4BcRxHMdxdg4h7acU+22DCxDHcRzH2THugnEXjOM4juM4e8AtII7jOI6zB/bhgiGipwP4DACfCuBDALwLgGMAvwbgZQBexsx5F21xAeI4juM4F4fPBvDtAN4A4JUA/hDAswB8JoDvBPApRPTZzMxn3RAXII7jOI6zY5hpXzEgrwHwaQB+zFo6iOirAfwSgD+HIkb+5Vk3xGNAHMdxHGcPJA63/O80mPnfMvOPjm4WZn4jgO+Qlx976892ExcgjuM4juMAwFoe510czF0wjuM4jrNjGEC+jeqAENEE4M/Ly1fs4pguQBzHcRzn/HAfEb3avH6QmR+8ie99A4APBvDjzPyTZ9O0HhcgjuM4jrNz6KZiNp4ADzHz/Y+rJURfBuCrAPwWgC84i0Yt4TEgjuM4jnNBIaIvBfAtAH4TwMcx89t2dWy3gDiO4zjOjiml2PcbA0JEXwHgHwD4dQDPZ+Y37/L4LkAcx3EcZw+kPTohiOh/QYn7+I8APoGZH9p1G9wF4ziO4zgXCCL6Wyji45dRLB87Fx+AW0Acx3EcZ+cwaC8uGCL6QgBfByAB+DkAX0a00Y7XMfPLz7otLkAcx3Ec5+LwnvIYAXzFlm3+HYCXn3VDXIA4juM4zh7Ie4iCYOYHADyw8wMv4ALEcRzHcXYMM5D2nAWzb04VIET0YgAvBoDVM+498wY5zkXm6sOXQQSAGLZKM5GsjE0AhbZKNgG4dPl4p228leRMYNY/1EfoewAu38Hn5zjOdk4VIFLC9UEAuPzez+FTNncc5yZ47NFLpRCAIjMhKy4AER4E1BgxYgTiIlCE4+OpbhtC+SO6ff5VVzHJ0uPlJGzLQoAID67iI2cCg4v+YsKN6wfd/uz3XZw4dzL7rgOyb9wF4zg75Mb1AzCAEFlm+mXWX55QFSKFMgwTxBpCMigTV0GiQoOoPLd/dS97+JG7cukIc4rIfPLxWzvF8nET2L1pfwIuRhznTsMFiHNbs17HOqsPIWMKGTEwYsiIoawlOcnzMMz63/jIU/bT6IF5jgDKTJ9CBolroRt01TpgToFQhAmDAOYqMurngxCxr9s+2nd2Mdt6+t3XsM6hO9aS9ePxiKIlXWK/rdddxYgLEedOoKThXuxSXC5AnNuGxx69BAoMCs3NEILO8LkOpjHk8ijuiBgyViEhqHtCeLenPlyfZ4kpyKCdCJOUQh34Q8gy4BKIxOUAgDPAuVg9OKuSWDYDELVBt1k7rAWEOyuI0rk7zPuBGHN+8j9+z77nUWQRGJ3QYEJmIIsYOUn8jPEfGgOSjUWoE2YEsJ43UPtM75GjGyuPH3HuCBLOflJwO+MCxNk7V99+V4l90PgHGTwIOvBIfICZyUcz6ATzN1FGln/qYLYPxMhMIKY6aL750Su3/FyyCInRBcJMJbYhy2Cd219xvWAIOkUNRO3iORYsHTcb79GcHYUpZAB43ELkXe59R7VgaF+r+LB/us3YupPcQyyiw74/umaYxTpE7X6xbilQUTEk8SM5E+66++hxnaPjOGePCxBnL1x905UyUAQAocRDkMZEAKI+irmgDOA3H1QZZMgbhUgjI4DwnHsewSwm0FshRvpB0wzAElgJJuQcyiy/Cg8yfgkAoCLGiFtAahffAYyumKV26OeLrg4RY0Dpm0ksSsW6xLh+vOo2f/Y9j9Y+tfvMWBAdw7lvHNpYLlheL23L3Xc2RYjdTr/N3IJ1q4BjRkDA9esHYBcizm3E7bAY3b5xAeLslKtvuCKBCfIGA8htFg3klvUxDLJtYBPXhlo+zOvyWGb2Aag+1gwyn7cBmGRkUzGSmZBywNuvXT7xPKaQu7gGFRZVYFjXAZtUU+t2sSYJc6p1IDX9QOKSWgoyBXpRMn62ZGXQfah1qPRL+fzuw+MaX6OumtG9BWDD9cLmva5tpk3jPlIVS81yxDX6pT8/7S97b9Cwje7DWog4lCwcDhInwoTLd7kQcZx94wLE2QmPvf4p1drRUX0t+po2hMfI0ox5Q3zUfWT5UqgixA66MFtNyMgycj397mtFjOhsX4SJxjYwkwicVsMi51DdLGN7bZxDB/GQ+dLEh34+Zr5022FTeIyDd2nD5vdY+lpdWpmBKJ9Zt1VgQjbv6ee6j22zOG1P3HI9mamem4oibZPtk23Wj7rFQlZQ3w61tABMGcwlTuTw0np5x46zEzwI1QWIc+Y89kdFfHDgZv0whbUqwzjGAIiXhtM28EXz3mgJ0ecnmTmtVWTOAYGbdYOYAAmiDMRAyEg5IICQOosFVfGRU9hsrVo76l8rtrVx7l2WS7+bPtB0WXjY3Z0k4+yAb90gzEWMWdGQRWwBm5Ubl/o2ECMDCCDkE1tRNOloBdFz6sTaECNjt1t6bq0lNlVZ32dmHB9PYAYOD+cT2+g4ztngAsQ5M6q7ZaWjAZuBFr0IIdRAVHU32IJbS3EPNfZgcyVHAL0QyVwEinXFLG2fIUYa3WXIxQKgg6GIEJj4h5Sa5cMO5HXAU8uHtY50/gW0WbwGnmocCAAKWYqLbRcf26iVRbv3enGjrpNtloqTBNxScTGg9WWk7Sm3WYKLTxJLXdsHEcIAMMS7bLqfektRMBY43XfORUBOU9rSCsc5G/KSqr5AuABxbjlX3yjCQ6fNGmyqAmTbbF/jGwKqaV7rf9g03KVBV4WIukVGV0GgvGjutAGr9TsAIhgBhBlBZvP9QGwHPU0d7eI+ukcSEYKtI+0oPjTtdgw83Tbjx/ZdLx/L7ENjPQB0bhhlm2DbJj7s9/KCKACGgN1T2trFytjPuv2N5zXuZzlNWTfjmKur7HaqIuucX3wtGBcgzi2kZrZE7kWGtXBYK4ihzuhFqFDIdeANodX7iOZ5b+Eo1ogZUURF7gRDlhgQpblrWoxIIK7WlBpMmYFMVAMxi+eEkTSexJr9sRCvoK+1LSdN94342BZ42sVvYFOEdIeu22yPoxgJ1IJ7rTABNi0hPLw/Wjpsps1Ic9H0bbUQSl+XlFt9s7mbtgmbvjZKEx71vOQvDFa1mt0jbx3P/vPoOGeJ/4c5t4Srb75bhMcgMHQwlQJj+lkbSM2mui2M8NCiY4P4GAdHwAyQBGSOXerokqkzUBMxgVKNdciDGEEOmKSY2LYZfRUYG+4O2hQcXf8MgkPeG/fR+unmRMipdTQWLQSb1iUbjNrtw3w+Hs++b/dvsbEftJEJg24tmK7omO7LuOaWzt2KjyD3i95DKkb0Plo6J2ZCDGukTC5EnDPDg1Ad50ly9S0iPqzLRZ+K6FDXSs3q0M+H8dlWQA0S+xAHK8BIEQ5tNt12vrldPcZ4TFg3hAy4HGqxLuRW2bQWFmOTXsuEsYBW2Xhs06bbqe+n1vQWHyHrxnS5y2rZaCKk/3Q5/mOJsT9OjSuRx1F8jKIjVJHAJ1pS+mNvCqbO2mGsQNvSjTfK1aOJjymWirlRBIi2057LnANAjMSEQEWIjLVRHMd58rgAcZ4wV990pQiPiauVY7Nyp7gVAONWaQP5CBF3a79EksfAi64BlhTRGaG6XoA2qGzGgvSD1hQyAjYHyFJkK5fBSIVVjjVgs1b+zBIDghNiPLrYEX0y9NU23SLCJiPLbL71k7VkaPpqZyWQHT9e94ttzqY4M26sIcbDzuXGuh/W8zSWbN/4Tl0hFwCP692M52fO33S+3VbFRynZ39YNmigv7ieGkvk0iRhhAOGQJRXbLSLOrYFx8hIFFwH/T3KeEFffdKWki0Qeslf6QVZnr7S4TDxvDECj2Vx99eq7Pw0VJMBmOm59Du7cL22b+s2acRGIERZGcGv96CqaLv6esGRrtH6x7d04LxET8s3qigD1lpBt/aFDsRUhp7EU0EroA3rt/nUbK0xo6O/TjqqxFnbvts1UzxedcN1+H2yKmTEexJbtt69bm6iL+6kF52QRwUCEQDMye4yI8+TxLBjHeZxU8VGDSlv2CoYfdCs8bEBgEx6b5n+bmXGS2wWyjRUdoJLBYrdbEhq2imp5nk0aquS93KTl4NSVXcmcp4oVfYu08mcRb9WqUeNZeFgXZzkGxbpg9JC9CHn8WBGy9bSEJZEyDuyjFWQsYkb1/LneI6dZP+x9ZO+rUcSObWzXffMzFRsI6OrBlMsigoYJl1Yzbqz9J9S58yCizwLwMQCeB+BDATwFwD9l5s/fZTv8v8e5aa6+4UqrZhoYCKjBpRTU0tHcLDoIqACJg5gYB+5xsFTrh90+o59d1wFMgxVDEQ/M+rzRCw7718RHECGgIkQ/DxQW3D83n13SRmtGV4ZdBlkmVJcMsz4HtlWGHdNKRzGgA75uK0fe2qzStyUgNABdPE0nKE84vdHesiT+TqN30Q0WjIXt2QgV64YZYz9iZ1Fr1o/x/PSeUEtIQKszU+vBiEBhJlw+WEtbycWI87hQd+6e+JsowuMqgD8C8P77aIT/xzg3RRUfALTGhxUfdpVWa/EIJnYjhLyR+jhyqjVBt8OWf94civAgdIGjS4Gn6oqJNKwnU/0eTXjYv7G9Nf6DUCwZ285lPG2NgzCrn7BaOLQZZhed4FgQH0sup6U+OqmHmalmp9i6KJYxTuQk7PFPkiJL90QQAWlF35KATbCurOaeulm33TZsYTp9PpbNtxxMs7tlnDuFr0QRHr+LYgl55T4a4f8tzqn04oOHP3lbPhtrVtR0R+IaSDpmRSh2CfdtM4PO3TJ+VncUkKms8hoY1WoyHqvOgIcgVCtCqsUEzXqy1P6avTF6loylo50DWsxI+fayCKmfolpBehGyWavjidJWuNU+MUKkO89+Jd3FfWFZnHRWEnN/1IUBl0SIOdfyuryfubnyqMbHLFVCbUe17VX3zxisXPa9XWQspiRzWR8oS62Yix5Y6Nw8+0rDZeYqOGhLJeld4ALE2Uotpd6JD2yOLt2sHJ3lw5rAbf2ObYOXZh0QL6S0CksLoAUqaZOQoMEaPEhlBtvXCJHBVouOgao1xOwRYGAKCTkTAuVuIARQs3U4l9kxoa35Uqufysq33fTfipIqdsi4YeSjuOmS6qwfWLYMaB8By5aQseeroIAVIrpPtYa0NixZRpasIlvrtNTP0eItzDlubDMcFwAiVLCWlqgwHd1AQIs3SRLLUduWUQvJLQmQss9Wct+u+qvbJSnjnriU5GcmzHMAmHyxO+dkFn7HLhouQJxFNqwelm4Gb2bqxu2iA4YVH3HB/75ENoPgkghZSuHU2Xo028SF75T9liiHMrAEeacorbaabgtEtQXNWGbL7VwzciBQkhgUE2BaxUdGb7rvxIgxIREDQawhNYBjU9wtxcrYx5txY9maGbo3LQtdvy2vY8hIYnHQeisnWZRgPj/NIhDIWF0W3HMn1RLRWJUYgJSxUS5ft0kZAEpqLWICcpB4IVTLlk/hhsMAACAASURBVBVTVnjofmratREjugjhLAsR6ppAOUVwBh579BLufsqNrefuOBcdFyBOx9U3XSlPdO0W4JSggfa0S5UEpH5HEx9af0FdGouEYv3IKVa/+9KAqmZvfV4HR+5rfyy6ekAAB2RmzBwwAVgDWNXA0zYcRWLM6AfCEtzIYGZkFQUhl9m1umLYiI9M5a921MK5D7EeaglR90urCttbP24mxmHJZbD0vL5X21GeJXEtbG27Oc6Yfnty0TEWQbccs3FS8GuNz4BdTRcbMRpZrgMzS0xJRJJ7sbZX78lB4IwuQbV+MBNSDki5WFVUfKQ5lvtylmNmwtW33QUAuPK0a1v7wbmYMM4sDfc+Inq1ef0gMz94Fgd6srgAcSpX334XsNK1UYYP60ydTxYkgPlBRyc+DkLamn0AaMojVytDymXWmkYTuIgPNgMEi/slaRAq0JnbA7jPjCFgzsVGkokwEQGhpPCO/xQ6OE0hI3Ex988hIzMQmcARIArIlJFTKFYMXViVRXx0p2r6Ul9W91aJrSEVHKYom3VraT/XyzP0hY3TsFkxnfGlEyLjNbQvuFoTxhtjowQ7mjtsvE2ssFFrxZiVYt1KihV/Y4zQaLkYj2e3JybMCTUgWq1zgbha5/Q4ur/OCgJ1uxTxMeeAeY7F8pECciJwCuBkrrmcytU3340rz3wMjrMDHmLm+/fdiJvBBYgDALh29RA05TpTt2minatFZ+cnLCw3slT4ackyEYiLORvi9hCrQuoGyl58dDPsrEb5UFNy1ZKiA03OhGjqgCCXOI8ZQb6aAKmqmtHETz0PNPdLsYLoondy3My1KulG59hTJiym2Kr1o73ezCayMRnZfH0pNmYxC4ZawObNZh21/aGVvV/47miROCkOZHSvqPjoLB/jftSlIwKnWk30mCrCzDG1JD0RVZdTThEsYjKGXGOHguzDuo7ywv2XckAW1wtnccnI82Lx2uyfq2+6givPunpT/excDDwGxLnQrNfFbBxXCSwBoFqnosQwcDUnK7byqXUT1M/R3C8ELFo9NlajVaT4E6ey4zyY9C3WJK6vAxNyVoEQ2uCWQ53lxpBrCfYcqAahIs7ImTBRru0aV9GtsS1krCkAEgUkAnIuVpzSMVwFW1UVVdhhq3irRbes20eFm6Qyl7b1lo+b+TGrW2wIwP67Y1yJovVCMAzK4/ds/ZYl94oVFlZ4jO4Q66pTwWQXCayiQeJAoljB2ho9fR/ZGCXkUi8ms3EfybGt6LWumCo8xPWSs1jlMsApAInKn73O2r0kizYG4Mp9bg1xHBcgFxhmwjTJQJuLn7yubZJDMX7k8te5DXQwkUGyKxZFOpiU15PGfWBBhNSAT+P352J5sLNZ3UYzM8oMfDkWgSEz8GqVaFkcLOnAbbXTXG34U8i19HbJlCkOh6Vsm4kyksZ8yCq5GkoZQrGClJk29eP6ac8HV4wGntaPTD/Z+JexnTeTUrokRLZZQ0a3yFIMyXh8NvdFDVzFZjDpNvGhlqaN80Gry6EWslivhQSj1muMaqWoxyPzqOvqMCFlgNVCQi2GyJ6nCr5UxQ2V/xO1fBiXy9aiJ0ZYOhcbdeldZFyAXFB0Nq2zyhQ0qr9E9ms8A6uJw/5oLvzP9CWzuZv1bgv0O6ltXTup1WpgagWhxpkqYAZHKjEkug8mRuaAGNrABQAhluqfmrILbA9eVRGVzflwPecSsJokK6am0250lH3OLdjXFnajvv6Fvla2uqCwGZga1WrAtOEB6pqzcL7bsm0Uu99OlACybkppSwYjUvuOXTTvJPGxNVYIzTLCcg+MgrVlqTQXCQCQCMZiBcmmkmqL+9B7Svt5PNecQwk6TYPrRQVI9RZRbWPtY2ni1bffhSvv5IGpFx0XIM6F49JqFheFcSFoYF2KyKFYQtZcoiHKgI8uxdQOpMzUVQDd8OljU3xoJoq+GgkkQaNUzOqBS9DfONCo+2ecldvXKhgIQM6MFAgxcI3vWMUkx4xALqJkVA5LAz1Tn2Kah+PWvtqGKWtPkasACdSEiE27XRoMLYSWejq6OzQ2YzyHLrAT2BATBGwEvVrxw+Z1Wzhuc4Vc5hagupQto+2x4uNmxKrS2kDV+qFt0pgRoFj2mjVNzCBSi0StarZuSCdkqlVFLB9cMl5a3Af1IkjbbysIGwuXixBnXxDRpwP4dHn5bHn8CCJ6uTx/iJlfctbtcAFywbj78LgTCJW6hkqWOglllpglQqLUtWibV9EhM9qbXhPFUGMrTDXAjXgLblkV1uIRqPzA19oPMpC2Qbq1E6Dq92egC1YNxAi2OFUAQi6uo9qmOkD32ThWBHA3GKP010l9QlwHI7t2ztJ8SAdDAko8DnqRoH2lh2sZK4MQMdtbS4kVITZWYpvrpT4C3QBtWgyAqkAr16jVEIlbhEVXOM60cxtLs0fmTWHWPhOrFBN0xdtqARRhUuNMBuFRioyhj5PSQFMe3C8AaspRNTWxed42u/q2uzxF94LC2LRg7pDnAfjC4b3nyh8A/AEAFyDOrePKpaPFbIM6k6WS2dHiGUiEBmqVzqXgyYW3Nnz9ehybXdA2xsZ221DLwzib79ojs187KNZaIZ0Lpqz1oqyppOVOshS77Z/uD4MI6f5QZ8ddFsQ4kJ7yu6ML3ZXBnruBdVF8DMca3UhqBbGv9XsnuWiWjmctH80y0CwgIQAAl9Lkkl2iFoagfQd090K3AJ6IkMSEPFrOTHv1dfvDcD36Ph0rTpf2y5FDcx3puWllU3XjtJoiqC6X5nqx/T8+Glfb6II7mzoQjnMizPwAgAf23AwXIBeFey7f2Aj4U+rAVGf9ASn38RwkWR1qN2nmePlhNz/85X0zMBBVf/iSuNj2HnNfkVJp7qNSTMym6mrgITNKDIsMKCTfo8CIkZADI25pkwaajpkwcw5Y54iUA9Zao2QoSKUD8uJs2L42tMJlMkAxGXEg/ZF19r7RVd0Ol+I0NrYeXClpuG5qTVGXTt2X2eeSW6LsW9uq5xDqwK/iEQg12LOmxaqFC711ZpsrZqwLY4WUFgZTMXgSer8A2bR5cx+dZUtcLRuBp10nqz9K/4z4GATL1Yfu9qyYC8oZFSK7Y3ABcgFQ8TFSZ/hoIsQGWC6xGZi4uc0YH1AGsZLyeFrlzhaP0MTBGGw5Bp8ScTdz1f10VomypRQ6Q1nDpdZqTwhU0nRVNM0IUp69zbJVfMw5iPAIQ02IIIPVMDPOYyfx5sRXBzIurgvNsMmZxKKwLD5O68+l4l31Wg99pccoQZqoAba1iYNloRMf9vvVrWSsIdbSYdwxtm7IKHqqtQu9RW3ZCjJe+0E4YPletdV7u+8u7UOPYcWHLTJnxR5Tb/VSUarv2W2z1wi5kLAHoboAueCMIiSYH/xTF0lcFB9mhix/dbExmd0vlWEfZwJLRaDqLmr7WFZtXWqDtCProCGfZQIHAgcT9yDfiyEj5IBEoTP9l2qsoYqPOQesxbqiQkSzInKmVglzWz2ILZTYBDEpEYoIIUbiMpCP12PDCmUOsTXGAzDWomHANn2tFpexffb6WvGh16l56oqcaGKlBbnWtVhA4vJDZxGpx5O26vmodUSvyVIgbtdeoAoHfb25xk6/wN9oMdJ9WEHZiQ81Gur37HUeRQdMA0bRsm2JZ8c5x7gAOedcuXQEACfVverYHLzQm5PttvIZAd2PbHFNEIgkjkIGnHHlUTuY2Edg2XUw0rIZFj60g6pNkwSK+AiMnAg5BcQpIU8BgYAsGTHjrLhYQEKfLWRM9TUzIlMpSCXrgSy6XlhklLpdjI9Gg3uLJYGaW4DyYkxDyzgxBba2oBai5UDdJjDKvmlDhI4WEBUfNt6lHp2ps+CooCGiKjQIAHMTINuKmJX3Ns9tDIrdet5VHG1a76z40OPV/VlRkdUKIqLDWriMyKThtfj+iuCq4sd8zgCJkLn2untw13s8cuK5OOcHhltAXIBcIOzPrwYC5uFHvBsvh/gPwsnmbN2PDnQpUwnyNGWu1X2iBcHG727DBizWGbEVLLADpEmHtYOBGTCKJYRRRpPiizkObf3cpcBHuwZIER2hWgFq4Ok4MNVBaKmzzOcL/dCLIDN5Zo0HoQ2hVL5o127pz2GjCUZU9J9vNmx5u+XTIqC6Ica2QwJRrdtlLDqn6D2YQJ0waeclj6Y6KZv7pKthcxO/9byln6BttG6XzuUiQkI7wH5e/4dKG9ienwgayoSxKLDjnHdcgJxj1PphfepdLIXZdswqAPog1GptsL/iMosdXQFZF4TLUp6c+zLXKiBqO8Z2mddjLMq47Uash/4Bvcm8CxikanTIbVF3rEMZEIv1hjeOUQJN29LrdQ0Q4+qpx7oZVJgsWC3q8Y2LYIlxQLdWkVFwctdv/T5anIOIzcc7MdtieWnt696tbbI1Q7R96gKEPGpTtsUl2QJh3Xlou0jv56X2qfWJsGEFIe5Fhjbd7n9sklkDpoZ7gJorhgCySmoUq86Fwi0gzrnk8sF6YyanlgetqXFShoP9bnW16Iz2hOOWDAIAsiCcTQfVdUzG6qh25dTFNN2b+EwZXSGssRhpGDAI4sMvrhieyqAzryNCzF3GSReQCAyVL4dsCGuCHwWGNcET1+qni4v6EYaiZMsLx/XpplaEbHfHdJlKQ6VQYNP9NKJtKZVeuQYB1/ZoVzDVeyZxEUZLxzjtWPZ8tgmjVq+DqluoXoZgLA7m2HXJno3+UjEyCLaxyea96nrhTUsG1c2r6u3cMMQo32HCjd++F5fe7x3LJ+mcK/ZcB+S2wAXIOUVn7OPA1Q36Cz51m1HQxQo8zn+UOqsmakGtTIjUVpK1gYfbKmMqp/2j2gGjiSn0M8tcBgomNoOJuGRQrCE5ECiFToDU7AcbB2BdO9b0XhtvRIcVIFWEsIiPhcFYB0XdbiE+YQw8VVSQqCVkGxsBpCe4fXprSb/PFlPJ9RRrpoj0a3Ph6XdaOvdS+/v9N0tQMNVh7ec16NnEpHT7sccOuYv9sPtRcbI1rgjY+D+oAdZyn5F9tJuP+7P35XD5j377Xhy6CHEuAC5Azil1mfYNE3IRBcDyLDTJWjCtroVZWdTsY3EZef140dQvYqjO5staNAitCNXNFC6zz7sMBpjZLBas2dxmqWT7hFEKsTKVgEjiTa2lImMUYhujDPrPRGCgZnrY502ULA52w4x/Ww2QUZSYT6o7qh7bntLgPuraUkVMq3B7M+msgAiRwT1R4mypDsI2VqVv1IKFR/fPhIxcCsmZWjSb7jfqBOgoMvSxpAgbMYJ2/6lo2jjP0co1/GkwqVozVPhYrTvWAiH7fT21ZcOVcw65mWD784wLkHPIFLIUV+oHKKWON4OpvRYOUxGSqHM7lA2BViwLdRAZZ8t6fDsohlCEBxEDsVUjtSLEDgT2cYxjWRwbuD/exmJw+mOvRbNkrCSIoFqKcjSDTh0sIKJFXSfyxyo4LIRm6ZAZfBdboINibXObPm9maejo1A+4ra1t5p/Ne8DmYNzVtchUz6U2y/ScrfNRuoQxWhGsUBnHUJvZ0/fN6T++eqV5wUKm+76ZwNiys2JFaX+53m/BlN7XGixEoZ2LWolUZLA8aqq1sX40AVa+TfrU3i+MMkvQ+wpN17v+cC4KLkDOITbuog5Iww90/VHV10Z45Kw1HkIrOW0tD2gDbZuPtm2sy6azhkgq6VLhJ61DwkZ02O3iIKSWMmgWByEa/rqBwuoFMieCTmzYQcLGdxQRAnAs4oOYwNHs1Aw6nfiAedTNTKzHuLLw5gk1EWL7Wa9pN9Cba7cxsHHbXmUDS1KQBo9u9icvCCPU9nTnqIKu8+G09tj7aHHUrf2o7hHz0YJbauPrZL+r7W39qu5AdQmWptJmSY5h98QEpGLxoLTQdmrnpcsc6b3S3RvBWIwYpUgePBvmIuGVUJ1zR5lcNRGysWiaipJM3Qxy23oXo2mc7aweqINS2T/qTLwTOWLOtzPlkxYm07iQJbdMmX2GbrXSm5kBc5BUYjGTk8lYqMdleb9+3t5vJ88iOkgGGBEEYFnzA22VW/sHbAgKFR3BPOr5a8s0ZseKxN4SQs1KtWQNsG23b5v3Zegr76USD9O1V4Xhwiq92t56L5nn7WDmOmWzcOAgltoOe4EyFgwLYbgvsjnvTiwDFHK1esSY6301BkUDrUibuh7bjozUFssHqQVEDxnEfRfaays6ttYCkcvJcu9xBq6/9h5cfi+vCeKcb1yAnGO2WQl00NK1S2wgYrbZIjqIjIN07AeepZnwSbTUx4ZaPJZkRFc5lZYDUseshXawkxpCoHEAZIASZGZLVYR04R62sNQwaNrnJIOPZrNY1wqATnRYd4CeTydWciiVQAMAZGi2EVf7/tgX0l6mjXaOwsC+X1wAJCYpcRF0LqFeDIzHZTZCZDxmlmaQumSMALHWMzkWB3SuINsvvfhBjdmohUm572f9m0JeFB7WkpJNW4qI1p0u/NVGGPEhVjAO3Oe6y3blcbgEXCwqrEsB32wqt3PHwuxpuC5AzjEaL9FbP3rxoQW0sviy2fr77Y+sOqjrgNdmxv1gxC2gg6krurQNHUzqzHS0eqCUb7cL0/UDtdm4Wl7UGgOcKEIAeyoyu20z3O77ZE4f7T0OZrAJMDPfTReKtSCo8IgmBkG9FhtuKmJEoIqQ5soKyJB4Gh3Pl86XtFNacGUJDuUNAbPcRwSccC2tANUGaLG0eqwt+13MshpcVE+oNkltW+n3GDKmmDHFtJF1JZd+weXV2jkKTH27xs9EFCtINMJjzIZaOgcqB6//VhHg01S8cy7wIFTn3GFn0tZ8X+M6uLhfcopFeOj6JYx+5mWfk0wpA9cBg8xAoxkF9RjExbqysBppNb8PJnxttx0EaoE0tNmpBsy2xcpMSvFJA+ogJsqa7+W8Cc3yEdZmKi1WDBZxUcq4AzyJ8IhcaojooBO5uF5iXnRT2QDIKeSajhyrAOF6WNvsdYqlQJp1odXzLKsCjz9mGy4O7Z96alRFSI2XCAwKCxYYoN43anFQ0WSFRt33KbEZxV4lVoMc+mtjb5nFOJhyPJsF085J9m0EYBCrxxQTDqcZq5iKJUQOqCsdp1yWDki53NkhhFJgbhQe9p4At+cTixDlXojqeSwFKVvRX00ujnMxcAFyjpjniGlK3XvjiqdVfORQCnDZhdOs4Nj4IZSfdp2mDSZ2oLlBThp82nans61Ue83WqdaQtt+a7SmLt7EOGF0DWNwoaALBWD42Ak1VeES1dkBERxMgCFzER5RBXB+BGoOgAsTWnFDxEY3lxxZpA8pqu+V9XYFX3Rdj/wBdDMhoWdiYgTNqPtEoPkRQtv0SNFZEi5ABQa7lskDYgFjDHaopadEKI+4q7T+guVO2HaO7F61FLebqelnFjFVMOAipWENM5stxikghFKEXi4trDowcMkiXTe7ui9Z3av2qWVAqRo2wA2m/jucAY51C1w9XH76MK0+9vnnizjnBC5G5ALkAjK6XVinUCA+bXjh+37peWAYLxoYC4UHsWE6qYrnU3latsn1padE6LZxWjtEGT85BYhh0Q90A/QCS5K0M0GzcLio0IjfREc17K2P1mHKtalosH8Ui1Fs91FrQxEWg5naaQgbJYwDX55lJiqNNONZTkZV4GahZS1muSedC6y5AGwRrP6uo1PdN/2mQ52ZAq1xjaFqtsT4sXLPqXhO3Ect9QwA4hzYgE2qqdw3are1qcR9LVpnxeGpxsnEfUyyCo1idMg5CwhR6sT7n4rKMISOGUEWjnHBvPSMjOIL5HxExYivc1r4dApFrNVkbUKuiDJ2xynHOJS5AzhnbrAtVhGia7RyAOTQXhKln0O+wmNvB8kMp5curS5xb6fVynFY3QgfJzoJtrBUb7SNT7wPLAVr6XuKyONyGCZ7EJURiDlcNopNYKq6H8r4OMEV4hLkIkWpcICBPaJYOeUR9FIvHlOugqa4om80SY95wManlQwfFwzh3A6MKk8yE49T+TY8BHM+xLoiXZlkULwN51vQL7YzmIqt9LgNhOWsRk8btYy0f9dpoTRd7HZmQzUhZBut+PZUxW6a3wgVwSCXw0taaYRRRQi1w1waRbt47tmy6DP7S5yo+Lh2scRgTDuOMy9MaU9h0wQAzgAkpbyZGjmnNrbPQ0q5J7gftXys6qD+fpUqs4/E2soicc4nHgDjnji6OwgzQrfIl1awEjb7XoNHNEAodZOTpODiJVSR37ptl02I/OPXrwdhBZakAGbCcTmzLxi/+YIsgqf76VJ5TNtYQmHOWsaMGdNY4D7RYD0KzesSMELlaDmK0s3VUS0Y7Z3RuF41HKK6BGQcxYaKMQBmZQwm8DQkhxy5wsgYSM9U4nlqtVa8XiriwdT6qEcgW3jIixFo+akq1bmOvu157vWG4WS2auyl3oktjd1IOCCEbC0AqohiteJ61HlkRs2QFaQM51c+jWDwOpoRL04zDOONSnHFpWtf+bfdVQCaqlieG1AhTi432p94vJCnLndWjuV36MvvlvdLn/X3RZxf152RX9XXOJ+U+u9jX2AXIOWJbGitg3TBoI666Uoz40IBM1llddwAYs/LSMdqxyhPa3MfQXpsOqXEQdsa8tABdiwHZnEHYCqH641/SOcXlIOdYa4IEmXEHFSbopvoMdMGmLciUa52PELI8NmtHMOcySe0JMucYRHxEyjiICZdiGRgP49xm5sRYi/BYyg6qfczoV/y11yosX4N+0OPu/Xaf9HVhuk6xX0AtHiqGsGZRGauMBjkv62ZTqxWHVN9fqjXStV+OUoJMtc1NRFm3ixUfl6WflcyELPfYPFQAa2nH0pexHb0uyRjMPWHW9lErDsEKKjaCqp2fFWlKotBEnuOcU1yAnBNuXD/AtEqdhaAtU95iP5r4KNuRmr2HgdfO+EZ/N0b/NrBofagDSP3BNVaQcVv0wZc23qOeR7V69AXIdNtxwGCgLH2uBS6KbwYcCEgShBqoc7mwFoWqxaTEBTMxcJBLjIcEmOpKtWrut5ktUWINolg7VDxM1GI9rMXjMMxFlJi4hCNxvfQBty2zgyiYAFF0S8GXjVGv01IK6Ji91LmztJ+tqIFavDavNRglVoU3YzWsBc5eKwDVEoIaU9K3rzwOCyoCvRiT55oZNcWMg2nGSsTHXdMxLsViBSkCJNV7LHPAmkMn9AhA1BTpKMJ9VUQeh0HoabCxBh6jt+Bo+8u5NvGh6dfFGrZpCUw5IGXC8ew/0ecWXv7dvEj43X1OKLMl+ZE377XF5NDPqNQSAtQBTK3pFWNyroPYFjqLSMjQZdhtzQs781siM3WVUa34KNkfdiDrz70eOmQQETIRkEKdixcxoinE2jkyGNpzt6Ijcov1MINMCCW7Qs9LrR5RBpMpJqxEgEwhI1JLsdXYgymUbIzDOGOijFVICODqGshaw/sEWtaLnIuKgwWhoVarluGyfA06IaLWFXtTqOBB+/EkgixoVywuVRzKNdQz0WvZuR+AWjlVG27bZl0vah2xcTSlX80gL318OM1YhVQsHyI+JsqYKGFFReRFAhIV92GgViF1ChmJCVPI4Kh9kZGppJd3gb5ksoeAbrXdrv/reTfxoQXRbF0SFVaRGCkQYmBcP15tuQMc587GBcg5Q4M5gb7mR5vmN/O6zpp1AO7cL0CzkoDEvC2Gb5mxtloLbXbXYjGWxMfmoFdjOIzbJaMJDis+rPCw1g87cy8/9lwrhmapnZEl0LGU9yY7fvTY7JeIus6LWn7KYNMsHiE090gQ0WEHskhFhATiKjymkKvVYwoJK8qYQkJErjPzRIxJYkBmDmVQNDVV6po9mkKdaKhdwi02gXpX0SgE+4qlpry7ig8jVDcWJQTQlXHnMkBnKn0eZDAn0zSgdznoNdd7oNOyVpCiuXQ6151mGAE1pubytMZBmKsL5iDMWFHGSqwf7YSLILSusRgyYg6YJB0Xk/QRMXJN27EWGFQXS7kH9dFsYsQHQUSIWMpWobnobOp1EIvOdbgAOa/4WjDO+cAEYjbhEaBrumQVBrkNVmQCR80EFIBYBMbBmdpgRlGD/dpAvBEcCCCeMNvWQUQ/r7Eeg+WjCJBBdKA37S/VJCltoxogW10K1R3DrbBYoBJkyuUxR4BXjHyQgRWDDhKmVap1JWz59DgUFFMzfLFocJl5S2bLQUhYhRJwejmusZIZeYmBaTEI6xwRkXFd9jPngDmEOthqRlPNZpIU6lYIq1huwlRcRoEYccotI8cO/nYRQr1XshEf2r9Mzc2jAoR4I85kLPlvrRM68NrAVAD1Gtv7YvmeMe4Kea2WpgDG4VTExqU4134+DHPt407QLMRXBJTrhWlu91Iq7UyplPjNdbEX3aD1JQGSFWYsTsYCopaPVcxdILIKVNtXcw6Lhfyc80Fnkb6guAA5R6josJaInJsvX/+sNQQoT6lWiIK4XbARB6KlxkkG4TglTFP7YdeZqTL6tZdqgwCbC9LZgWFM4ewXoEP9bGRr8CLp+RbhAa3tQaiZMhrzkVcMTAxaZYSpDeBjdof14QPoBrpiCWlpn4dB3QGpDowrKsGoXVpoANYcMVFCCoSDkHBcrSsmnkZFgF2fRsQHyZ8W5Io66FURQ0gAmEMXvMuagWHcLYtYdw/1lpUuawVNiNb4GL0+eg8YC48dhDeun+lf7fOJmrvrUlzjIKQi7kLq+nkUHxkRSRxEAc1CtYoBSEAKuQ4Src9KxGs1Co1dYv+3iGtQru2Xmgml4on6wGW5CYo17oIPUM75xgXIOaGUjA7IlKGjgs6Sq+m8ptuaL4rLgkGQrM1ufYsagKqD2lTSTuOUsFqlkslhgi7rLoHFGacVF2FhoKlxHgvnaN0tNk1xOQDWCKwF4cNlJCvZMIGK6FBBIzEgiCgCZMoIMVXxYZdxt64Am4VUM2DEBaMugOYOSLgUrAXExH6Y+A+bHTRRQ4X8kQAAIABJREFUaoOVulNiLoOiLgsv5eDHQNlgrlEM3GJorAuL2zo6yE3g1SwVcV8tB5qgiqEuHRfNQqQixLoc7DXatjKyXvtReKjVYCWBvAdxxqW4xmFIxr0lfxJjk0FIC/E1KhQzCFPOQARmLq6/KaZanj1GFRnlH4XM/VVbL/FPzNRlBqllzFa+3Tgf8z+ReLuQds4DXgnVBcg54Opb7wJNjIwMlmXU7Y/hxkJzxtLRxhLWzVsgZs18YdBBBokFYHUwS6bB5toaoyXAMpslzkffp4qTYJ63uhFU40BUeNiVfE+zgHAdWI2rxogsjgxwaxOvpNLpKiOsUs1y0VmrzuT1OHZA0RiQlQSZXprWuDseV+FhrR5lYJwRbfApuBsgMxPWOZrskTLgzikgrxJyCsiRu2wVKz46l9Ew6KccOjedtX7Y/bGpTAoZe9s9xH1cien/2jcSmKt9pILBZjyVOBDqrr3tgy6tWWJrNM5GYz0Owowr03HtZ42pUQuTnAxKylco4gUJMHpERdAs1piJMoJkI8UUMct5Lq0oXUWcWI50zRu96Zr1imtF1skEv6qgUtSF5zjnFRcg5wHx2esI0MRHexzTKSudWkEvPmzwZXW75E58XF6ta6ClFnhaqluhFT114S8t+a4Dj2671qqbC+LDWj9qSXk5/40uWYgLGfukfs8uoU4oi4pNuVg/Yht8O7eCGRAjtWJjByHVxwMVHUZ83BWOESUYUi0fVoCsgTK4bsnPmyRoMU0JKQfEKYFSQA7N9F/rS4Q+ADgzATmU1d65xQXZGXxnKdP7obtfSsBpW1aeWzDqYBgp1o+WFVTjNYzLRK0SNd6Blkvu63n1rq2S1aL33spkuWx1bRkiMkChEyFBxN+aYj3OUltSFUll+6yrP9+EXtgm0Jfa6Jxv9pmGS0TvCuDrAHwygKcDeAOAHwbwUmZ++y7a4ALkvKAiA2iiws5k9XHJr2/iPKzVwxbdilPGtCoxH5cP1rW6pC1trQJEszqUzAEzhxpYFxCreTtJW9Q6ou9pHYQahGosHzVQMplYBXvewMZgUD0y4mNiM8gyMSgS8iqXfUy5BnDauhtlP2UWq5YOWzxNB1i1fBTR0QIhL4X1htslogWeAkBGwIoSEpXHTIRZyrMfyOB0GItFJK+kvwJ3LimbeWSDgxll4Kzrx9Q/ddOhXx9I+1S+u1F8rhMf5jpEmeXHVMXH4TRvFaqZCRMRbmC1NejSitq2n7Th3lotCRCpKlutH/IYCVghIXHAihPWFHHIhCPKWIdQ2piMeLE1OVJAgopS6v/XTL8pGr9Eck9HOe8l96NWi1WLkOPcaojovQC8CsAzAfwrAL8F4E8B+HIAn0xEH8XMbz3rdrgAOW/IQMBWdNgfRvODpiWl9XkVHlpsrKadtiDGVUw4kHU1DqdW2lp97lFiFezMceYI5GZSDjoICJ27pT5vrpM+LRTNVWCDahf7As2NUDcxI6oZZBn9+del04k3B17IgHvCIKIz8tHlEurgm2s9CktARgAVK0lINRD10Ai645zq4DTHEnSsrhTAZl/0tSWy6c+UQl3ULic5wWr9MALE9GN1zwHNEjKmo+pTKtksGmi5qiK13D/W1ZCpnMvEufZn4lYFt4uTqJlFg+XDBpyGIjxUfEQwovT9Ok9FfADV1RVE6CEDa8QSC5KpxWnAulBa/AyLmGsxNOiyfrTrShp46XMCsE6SOpxiiTPKpTqsdUdVge5ZMOeaPQYZ/58o4uPLmPnb9E0i+vsAvhLA1wP44rNuhAuQc0gVHydZPQDUImPyvEbtj+IjtLU1VjHXuI9LsZS2PinVUX3piagbQPTHlojrGDZWOh1rfJSTa4GSXfnxpfOzsQrDeXefj9uIGKtxD0BtR1kAr32BiEu9Bkh8r7iUAEjqba7WjxWlMhiCNywfEblmZAAoIgXcWUGUS1HiYaYi2GKKyNyLmUDoi7VxGVBTDiU2Qd1YicAptH6Yy3NN0Wad4Wv6sl29llDNImWBu74jdSDWBfcOwlyLr1m3SGLCnIvQykGCRCUrxt5LASbllrTWSrEOHeo9aAJPRyIYCCW9NrNYmnS9Ha511rsFD/MQm6ILICYuabkpGQuScStqsXZCqXEScslQU613TKUAWWZCjv3/zVxTz2nx9nXOB+NKzruCiJ4L4BMBvA7APxw+/loALwbwBUT0Vcz82Fm2xQXIeUBn69AAwSVT8MJPWTejRZf5QjoAx2L9mGLG4WrGpam4Xe6ajnF3PMZTVje6Wb5Ssw10ZA7AHGJZXjagDJih/NgGYtjhwlbStJkuXYVOe1qJtpwzusG0vmX6q/SfPNqKp3VRtpLKXAIPYx1U5yxBkDEBE7o4kACWWTh3cQhq+QCAhIBgzjoh1NLgWgVVrSAJAZdxjIkiDkPAioqb5zhHXJ5WVeTZAN/MhHWKOE5RzPm88WPHuiryOpTVkDPqo/YjEZX4GC19UZOs1HoksTMRKGETY5VSSW+lVvn17njcZf0c5fIzpAvuaVyIrRNSL9UQqJmHjCH9TK0biUOLq7HxNpSQOVT3zJpLSu6aI47yhOM84UZa4UZa4fq8wo15wvE8YU4Bx3OUlYgjsgg4a33SDBibIp2JgFnu4yhaL5VCbccpVvddOacmdLIrEOfW8/Hy+FPM3M2EmPlRIvr3KALlwwH89Fk2xAXIecC4Crosj5oWge1uCmsBMfvSgSWQWD/GVVsluNLO7ruBAdReiwjRNEdkYKaAwG3WZ83WmZeLRCmtQqf5k0JcdRvi8tqu+CvdQNGIEGv5mXJb16NaSUgzLmsHlX4mxFj+d2NghFjERHUxDRRRUISAxiGsgWoJKQJEB0LqBtYVFbEWuK2RM4WE4zzhQPsULbB0zhHHuczo11LgK2sWEbdVdLUoHc3yWMbluj4QizVM18chiXDurGYa9UylT21c5ZhWqjU79LVe60AZkdr51mwkNmvgoAkrddmodWLOESvKmHPAmmJ37+m+AnML/t28pTb67ygVAXI0TziaJ9xYT1iniHmOmOeAnFR8GJcVaXo3arYym3usuHlkA8hXRIDXNG5iWKufx4Ccb87o+t5HRK82rx9k5gfN6/eTx9ds+f7voAiQ94ULEOdUTJxCrdcgdT0AqCO6Pa/fW3iu+1ILiLhgVuqC0TVMxOdeYxvAWIVWPTJzqINApIwbWGGVMzLl5o6hEu8QlqwzaHEf9bzsZowiLlRgqNiop1GECVUB0vaTISv/avaLLbMem/WDYEyk9oeCWNYvGbrTjL5JzPRrjriRV0gUkKgMkKX092YMSAJhnac6aKZBhGS5poEYE0exhDSXwiyLqt1AqWHR+pA68ZFSQJ6DGTxL/5BaQLTPszltaqKuZjBZgSt9NNZo0X4Zs0nqo4gtTTWec+hcEJYSwCyCJjBmsaytOWDigMARalTqXDfENSVXr4MNTk3yp/24lr48TiJE5glH6xXW69j3nfZfdQFSsUZCutBYE/XjLFJKrWl2uYLxHnKcJ8hDzHz/CZ/fK4/v2PK5vv/UW9ekZVyAnANocCnQQlxDHbytq2JjR839QAEl6HSVcDDZNTWKz1197epeWIkbRk3cOoO/wVMJ/AvAUZjq2iZ2gBirQIZ+3NkagKoLsFEmwMzcoQacmerzes6hdAbHUnId0XxGGjzJvUXJzEhJPuvjYkpg5YFWPCVG5oDjPNV+OKKpWjtOTMMUoTAOoLZce2DGihNSCC3GBgFzjriOFW6kqZrx1ZTPKK6keY5IcwQfRWBdrB8k1o8uWJmAWhNtnKRV3dHW8KmBqhITMc+MdQqYQhncj9NUzkkElrpZ1jnWwf7afICjNFW3ka2Mqu6JYwCTpG1PADKznDdwnPufM4030oqoXT8id8XJ1hyx5lgtKsdpquLjxnrC0Y0V0nEEr0Ppt7Twf6T9ZV1+gWthP84sFXipVB6mVpyMBgFiA5+naTOexTkf3Kar4dqp65niAuQ8QDowopnDB2tBzXapG2zfl+6vVv4MLBVPc108rZStzrWY1ooSLtG6/riD0NwJVAIb6wDc+fCpM7XbGhsM1IqmtchTHSib2FAXC2k1ULbuBFQRol8hDahMVOt/9H2g6avSfcydACEqg8IqJhxMCZdk5dUDCczVNNMk9vjH5sNq8bGuFXUh2CwLpbglWnlwBNSgSSWW1KKyPTNmxLrfWriNTR/nUIJPU3O9hHURclWkyfXvXFR6D43i1dxvNquIEyEHwpwijkNLnc0gHIS5WmcAiMWjuIxUfBzPU6k8akUfSpxNqG4SE18EVFFrBZy6fGYOmChiFRJmxJqBZIN+Z+kvFUQzB6xTxDqFItrWAXwcQOuAcMMIEGMgq4LWJq7UEvkEpLK6MmuWldZoicXyRKQVift/zsl/pc8te8qCUQvHvVs+v2fY7szwW/sc0MUs1AGjzUzZpEva+Px+MDHrVZi02ym0+I/2l3Bo6ln0f3PJttBMAjS3g6UFXLasER00mErdjZxiZ5Lu1oCRwk+kLoSEFkgJfW2sIsYXjwwwlR96yiQxDn37dOXS8T0VR4eruaQjS1DuQZjFCjLXapqJ+yqmQCvvnZnEQlI+06JcwdTKULF3CKpiQ10JVaxwbgGskJgILoOo1vxQ60dKxf3Ccwk67awfekvon1o+9NYZBesoPkDV/cFSW2ROAcEU9EoccEyxpuHWVOJcXDDHKZY4i9RngKjLZ7QKlfTV3qJmBYj2YamVUh7LqsNyb+ZQRfGaY+23OYcawHs8T5jXxfKh4iPeULFLLe6DSh/rCsp9VxXXGU/FClKCdrkGPQO57Gop37vcNVved5wnxG/L4/tu+fx95HFbjMgtwwXIOYBCM+UqtrolsboSyiOZ53YfIJSsl5DrDH8p8+VyXNfg07vCMQ7DGgc0iwVEAjOhLpiV1GHYDMwETJZEyM0KAo0RSJhTFCEQwJxBoczYWWM+UnG1lMG0ZFmWwRUIqcUwlFmnBDaCEXIZKFNEGQjQrC/9Murt/SmUCrBTyLh7dVxTkS/FuRZgswNhEnfTcYo4ziWI8fq8wjqHYh2YmzjRLIjD1YxDqbNyeVrj0rSuVpIEEXkYlpSHCD1jRdDASc3YyCnUgRTrADq2rhe9aVBm8GpNI3ShL61TzFNbS4WKIuG5VFtd04SUxJIwR0wSzHwo1jQAWKdYC88dz7GL/bAWEM4BlLgKE82e0r4bFzxsFVcjclxj4oCsqcyh5CBBKqFmppr58th8gMfWh7i6PsBjNw5wdOMA6UYEPTYh3iCEY2C6RjVmRjuDA5BXQF4ZqxqbOJoA5ElWXJaVlos1hMETFdeMvaYm/gl3LVwD546HsbyMxA54pTx+IhEFmwlDRE8B8FEArgP4xbNuiAuQc0AVHyZuofqSdSZJkKkt90JEPiuWjzLrj7G4Xw6mVAfDS1Lvoy7wFZrF44C0BkhJc0xmhLL1LsaiTlNIZfCLGmBIkqJbVh9ljogiTJgZRJKBQtp4jQFpFo+wFvGxriUfSizDBGSJ9wggZBkkKLc4D6BN9DXeJOgqrsQ4mFK1ety9OqoWj8PQFpMD+tRQAJi5CIPr6xUeOzooA/JaYjHUhRSAEBPWhxHzasY8BbG2FMvIQZiBLKvGUkDiVjvEBnZmtFWDZ8naSKkETfI6ACrWsghTlGPruVvLRxk4jYvK3C8VYx0hWfyEicAUkGZuWTcTSQGuiHlqAsRWvG11X3rTNIl1oFzOBOapE9vjGjdVnIVilSiv5xIDMvjb1BI3V/E2lbTb9YTjo1URH9cjpuvF8hGOgOkGQHNz7+mx0oGIkEmEk+kbDgAdan9U40mxlqjLdLSALFmeHOdJwsyvJaKfQsl0+VIA32Y+fimAuwH8X2ddAwRwAXJ+sC4U8ztWBjhuQgQksRXtl01rF5SU2xZcOQZY6iqjfWVPRkApKR63/FrqIFozX8Q8Xn3lks2gg1UMJX6iiI9QswRyFuFBVL9LGv+RgZCaFSSsgXgss+JQfvQxyWSfRIQErvEjnMuCbhSKZYSMVSQSl9m7lBQv1qBiBTqMMyaTzTJzKW1pC1vNOeBonnB9PeHajQPMxxF5XYJAq4lhysgrqtcuM7qCW8d5KieWVwBKrE1Gb+uv1he0OipZxEeeQx87AxkEg4mZJG4DYi3JL8/rDaWbGheeZhtBBYwIIkRQKgG/WSwWFBjrOdasD7uo2/ZFBUm2DzbsYuO82wJ4zQpVFgoMmCggc5biYgGZGFqNtwShBhxLLEqNQ1kH4DggXA+YrhLiERCPgOk6I6xF9DIXwRWBcAikA0I+aH2ltwZPwCzxIIRmGSEicEKrr2KuxYkB4865YI+X90tQSrF/KxE9H8B/BvBhAD4OxfXyN3bRCBcg54AxnW8pbgLgWlRrXEGWqK2aaoMrL6/W1fWibhdbbXKsd5FAiCgZIEmKigMLxaK0HDn36bhAy1yIxKV8pJzDDCAEqtaeeoZs/kzKrf1j82NOjFb+K8rnEthaXAcZtGp9FomxEsvHcn+sMZkCUoGLWLjOoRayunp8iEdvHOLajQMcv+MQdBQQxQXCEg/AByWzZ47t2t2IuSvolSJVN4L2/Rj7oM/rSrcw1gTS+IMySyeWVOLQPisFx5oLBsTVRVV2ri4wbvE1eh2gA24oAZeJJaYkAsSlCigB0FRnvS5o7kASq4sGVet9nUMWXRM3Ss7be15jd1ImrGLGAUSAou+fdY5dMbQSCFusH0frCcfHE/g4ItwIiDeAg0eA1VXGdJ1x+EhCOMoIc2ljjoR0KeL4noD5EL0AEWGRVoS8Angi8Mq6uIwarBYmbtYQFyDnl8HSt9NDFyvI/WiL0f0ZlMXovhVlMbq37aIdLkDOCVaE2JVby481d2ZttYqU77Uf8RBY1u5grGrNj7mstyHpt+pGSVKxMzNhLbfRATQsI0gdjCJEEsgEHMZa7bOVuA7deWjJ7VD9+QEp91ab8Yd5cJ83F0IdeyXgVMc99eJwi4OoKbddn7YUYU3nHPtD3UyRSjAjAMw54kZa4bH1Aa4eHeD60Qrr6yvQ9Yh4nRAkY4eDiUUx69tosTBNR51zwExRMkFCDaQMzLWc+ZptDQ05RwAhSt0SCi2mQ8RHOdFBdJQdo1sXp90yhSyz+SDBDmYApVQ+1zTodpFE7NSVh417Rz9H+VxXY9aUcBKJyvUCo1rtiJpQ1XZG4mLhMvfUmGUEoN7DGquzlticNMfqrgprQjxirK4xDt6RcOkt1xGur4E5AVNEvjQh3XUAnlYAF5eSPaesVqXeACX1Z9DEH7BxX2+YexznFsHMrwfwRftsgwuQ84AxQYfQ19QAWtEnBuqiZRslrkMJPl2ZOAcNsDwMxc2gA61mW6w54gavsOYJK4q4IYOxxiUkBFzLBzjKK1xLB7ieDnCUJ1xPKxznKKmPocuCmUKuVStrOe2QEUNbmEtrgGgQZT3VILN7PSkmyYTRkRF1EOyyFaoVpczsuwX7mDrrQrPYcJeRouers+tr8wEeWx/gkRuX8OjVy5ivTaDrEatHCfGotIupmObzisvjpNaF9lerfXLEsZxHYqqZNko55grX5gPcmCdkWfNlWqV6vVPiEgsSQwmUHAbKrhS/CIAQm6WCM4qISaYvi2cENhU3zAASSUAwECRAWC5JdevU6xD0mnBXHI4j17//n7232bFmWbKElpm7R+zM/L5z7q2u6kJIwIQBYtRIjBASSEgI8QxMGNADnoAZPALjElOegRdgyIAhEyRGNEjdVXXu92Xmjgh3MwZm5u6xM8+9XV19uXX22Sal8n9n7IjI7cuXLVuLmoLyx6mk25HV3tKZrtclVTzn3X1szlNKIUC181bwtpeu/eB3Rn6Hvb0By7eG9V9ckf7ZX0OvV6A1IGekpyfw12cAL0jPCfU5Qfx6toVcgBr3nHZb+65lKjqeRyCUeFryQCB3Xb9yhusBQO6gaKKqe2z51L5IpP1FmVmmlszsNDqSUzNLjzwPzYYoo5GC1diPPlYrtps8NOFWiNlAHXxskv0tjKfyiRa/Nee69QWZ80XsiWFYYPd2vhoNoTcAg6i3HuJNfBqhW4337bU//LSQhZ4iji/Rz9itqwGFTRKuLePtKHjfC+qWTEuwEXgn0w9UuEgSAIyeRzMdSmgimtjfPVoyHw2N1Fg+CXrNPMtaPlvLxprEeeUzOyBgCPlU0SyiBHDKwXEQEqZsUM8zgQA0GcEFewTYGLRrNkIYzHWIgudxX5CNP0t2EJbVJkh8OEUTukg2PgfRYERIQS6YHvf0+D9ILJbCmxqWVDv4WCfn2GDmqnI3Hevaj8PaZOmdkF+B5VWQXxv4ehjwaA3aBCQHlBiUE9JbAbSY0dhq/5QNfm8GyIpMnflepnHO7eYdIPtRj7rnegCQO6kT+8Ey3ETJ4sOJXIjq8ntRcjvxsdDHKOjZOtvEe71d4swHgBE4B3wYs42U0auUPuK4eVuiCnc/jNu6HS+91aqcxLNTC6HT+woTkvriRoyIXumTMOpmURq/c9O/md1PFSYI/azOI7c+ztlsN/19X/G2Ldi3DGwJvDP4cFagjgmd+A9k1we0gyCJIO5yutcM8ZyZxIKDEkoaY7gBQsKG/Wipm3idxqz9/lD1oV4f3dY+Ruv+L1n74j638gBnTDyHBeqGZuFKezi2+JmeNgm6cLOfagY4+3XKhgAlo7cdFD71FFM6ibp2hFg6a0excE/PM9qIaRqNTidmUCCSzbq+eubLkbHvCbon0G5TL2kDypuifG/I3zbQ22YsGbmlemugWoH9AF8rNDH4SACzTVqBzo6yrnEZ7Zc4Qeh+PuogzcDXA4Tcc/2pNCD/UOoBQO6gZlvwnKSPOEbNsxLDedTaMedNqfbvh+4g7LMBoDGhUkLWdrIWv6052XWTPHaYLZvZU+gUJuGpTAyIuH7kaKl7ZtTmfhZTI119gVQie5Ji7RaNcd08Nvhz20XKmPb4QIE6/X27gMe5s2MbJmqW5Mu9tfTTccFP+xN+d13x/raivmXwO9tidjUAwjEyXBW8kx0nG0sji+k0KgEbF7TGSMnaW3Ft4/om0tO1ntNv52j4/tQcWN0KHrvwk/UDs3AGIWedhciIoxdO0GrjtwZ4DYyImnupJkD7qLQOLxoXxJpwk2xUFWS6CczsFHkbyNksMJTEpmv8HIT+KVKKixvoddHpdLGbEt6b2da/14LXveB9K6h7NpHwOyO9A+VVUV4Fy19fkf7FN+hP36Dv7+OmYAZUjBVRBZigma2d1tt9ZC2Zov29FgGyZw9lA1PUwZRNLwnTz/yHPepe6h+oFfv/b/UAIHdQc4siFqjPcLXtqNinXmlMh8T3HXxUYSS2LBMm361NGR6NP2oQAHTaf3Y43Vru7pLXVjrwqNMimdg4fHPLtMcyd0wDIZt7WdSaLAisugbE3VBnfwr1dtQsQAVNPfjQHuD8M2PsdKL4byQS8046anY1fW+mwXg/Co4jo1U2y/NwZQ2r+Pnauc17t4z3hFU9GJUTpDGIBTkLjmagIP4+s6BMkzIGHOn0J+bvnZxk+/fhIOT8fOff5xugE49XRcFMqBVAsRaNEqDKds7Fx52h5j2Sba2Gs0B9AsmMa8A5zrQCxVtgDkDUR6aHFsVHjFUgMoLdUjo7xXbbdv/4mELnrpF426z1UqsZtUWbLMZu066gvQJHhe47ZD/s3DCBnp6AsgDrAlkLZE2QQpBi+g8zJ4NrQmAGZMV0H5QFnM1xOPkUWlRjRas8GKpHPeoO6wFA7qSCwUi+QH22YFiUuYIxwEL/Psb4JpF2Y6jqse5gQJrt+A/lnwUgouPFPoBHsB6hTwgWIWrWgcTHhztjHi1h3zOksRlqHQxUBh02nRB5L6enQxgMx/T5Kd+E0fUfmk1wiSzdCTbFwkBG54c2ZrZMj2M/3Ghsl9ydSE8TJreiV4ydcQhR+/F6Iq0ebPIWNrpfmoJTAzMPnUMSiMi55RZ/lvS0oIWupF/sk/7n5kLqmRoKoy+mM6ABgHZCaX7Mis6EhOeKNm9lqZnFATrcRNUOKiXPpHFDMyna22njeQAkxgzM0zE9QoAnpkos+XanDFFBJQHLyMsJ8HGtGceRIK794GNodbiqj9sSkBPosoJbszHklECXC+jlCfryhPbDguM5o60GPtpCaBdCvQCyqr0tAhQBL83uryxYSkVOrV9DUWCn3I/zUfdZikcL5gFA7qDGLtX73m5DfY6H5x641RALyZn9CL0IMF7EqzIgH18Ib7Ua8zjtnPERf7c5oxHOl/M/XpoWytpMQBkOnq0xZE8Wf14JdDj42M0Wm93V8zxdYazNfISd7XDCRNktsRenwn1RYFLk0pDdcn0tFYXFbNHTYf4fqZ6evwlPc9cS1GbngZOiZYUuCvHFVnbX3AjQ8gAnUpy9aQTsAFWCHkHjK1pRtMzgLJ2haUmgpYGVkHlc79I1I+qOstTbMiIESJraMVObyqUNxLCoebcrFyLTdszMAlzgKgwk9yRhRWNBowRJanNCPPBMgK5hYa5dnMoN0MOPowMOa92YW+0N4A2hJmDgUcnuU2EIK/Y6gEZkxYROSYOdqwY+3veCY8vQzbQffIRexdp5bWHUHy5IzODnC3izrC5NDH1aUF9W1JeM/TcZ1cGHZqCthOMLUF8U9Ukhzw20CrgIlvWwiTP32ynJxru7oLg2bEdGSo+X6Efdbz3u7juoMF9KE/hIfM4lUR0TMrb2DM1FsBHWZkD/evxuxc029KbmMdV4cY+vzVkfR7WPb1F/ddRjmgLXFbQEaWYOht3C01AdeDSADpwYEIKzCJkMXMT6CXxo0YyJBGc+koKCuk+D+chJzrksYUfvI8lDrzLAWjy/DzubkF64G+tp6nJ2dY0APYJpWzy+XVWhYkZylAWW8caQJOamqdRZirgPZtHlIYytJhClwXg4I4EZEAaAywDgjx3XVdUAR/z69ByHnwyljCX2AAAgAElEQVQgydxxRQgaZnRiP6Skkz8I9RMhMY47tc96u2xirsKTpIs2eRKW0jDbszC8cfqZFNU954MN3D2jJlp7kRDcXV0TQYqiPhGOHzI0E3jLfaxbmdCeMtqFUZ8Y+wtPLRdCW+FvCrkI6NKQiqAsFZfl6Lk/l3z0gD4AE2Ay5mmvj5fpu6zeB/711uPOvoMKCj4WnOStgrmEhhmT+GKVWM3gqy9eo4VDPiEjGMLVz2qeZpn9FyI0LKLVq5iGY9Yg3D5mpKhK5JZEbPzOTocb60GzrmJayLumgMbCdqsFsekYF6H6NEwf7eQxSZSTjXAG+HjOO77kHQvXbkEfz3M2VYuv2fPDWOSn40TCMESLhVVgAEvGYquOCLXbpVuGrLKHl92cwwAfiwswP9NBjJNN4wVwIhdU/G+SQsFozZgNsJio9BPjAkKM+zrzw2Ii0SIOsAgChu6uCVnmX6bOjoRWoguFCyCLesz9NB5M9p55OPjO3jYiPECtOusygbFoAx7e4mvV23ptAh9s4AFusw5NaAsjbQmh2la2Fktvt6ywCabiQNOPXxYFFkFeGpa1Yi0HXpYDa7bx4Oe8WzSBVwCQON4HAHnUvdbjzr6DIqCDjhg7nBX/oGA0ZIzECEN90SAalH3XOZBa+0V/HoDMu/+g+e3rzmZ4K0WETNXvJmidPp8eU30nDh/tpIN6yq3luhDoAFJkcEwLRYzY9omJeMxpIQ8TKGNJ1A2hrPViUwjSp4mW3LDkiiU1vJQNX8qGH/KGH/J7t6EHzPX0inLKuonR3XA07WOUwbxkHf4Z0/PowXnuj9FN1ZKxEdT8+SXPiwnWy4FSBOUllt4iYlKLt9fT3eDnGnaub6+rjzILsbEuCL2JfTtaPUwATR4jooCyWMR98rZP437t2+GttN16PJwNGGg8NwLEw9zaRW1iZFHo6i0y1+f0w+TBVgUAEfG/J4BIRvUx3X2yao82lAij1dHio91ae9QMcMiqqGyggi82xVKvBK58ZkAuZrM+338hOJXF2A9dFLw2XJ52vKw7viw7vpYrLqniydt62S32qyQcynitq5umCX56v3z433vUfdRjCuZRv/j6LA30ZJSljMzimoyPkw2kdGJOaNo5B6sxt2kAnESroelonj0yFgJCcwASi7FGfkibdt6xCKprIATg3cFHgxl4eV8+bSYMhO9sbbIAQ+zZWys4eX30+HPfTXeb8RQjkPMos2e/eOjcl7zjKe09iG/2PGn0uSBXZ2YhwIQbPFCzNgT7JEg4hkLtZ8OrRAq8vTK1lMioEwNLakApN1x8N51YsPhiFrNQs6Fav3j6CfiI7wHu+QELsqMQvgIIto0/jnvP94sqdT1Pa4yDEySbjqVphiZywmS4pHbGIMBH0RP4oNB6/J5SBTQycETRfCS739NCUL8/tbqo+SDQPqzjg6USWAIzYHoOZYDEM3AQoIk6azODXSkOPlZjP1IWrH6dnvKBL2Wz+4p3fMlb3zAcricyNnN5iFDvvR4A5PcXEf1TAP8UAMpf/PhHP6BH/atXd0LF0HvYC5g5cc3fgwsIiaX7gIxph2m36OCjTRR+vCi22Ekqdf2GaoxHesJpm10zqWsOKABIf/MJCJ8CiURbqoS0A7wDaQfS1YSLgC1WQZHPuoGT62Qaky5j2sUWcUpmNc5JeghfmRaJCJ1b5gTg7iAGFBgAuc0ZmZ1TQa6pKOi241xtnFl3AgtAFUib9pYMB43PAGV05iRsvInDq8N8Xy654pLNNj/yaQBP4fV/8Q8juCFCntpDAKyPozAtyGQ8Ngfi3mpM6AaA9fsmuwYoEVIS1CqonHAIQcgplQCdwLCkL/D2mF8v13uEK6squWeGOtNCXfsR4AM3z7dnu4mzU821RYexbVwN+BLQx7SJo+llYYi0zg80WmjdaKwb4KkBkCeFPleUS8V6OfBUDrwUAxw/5A0vecPXdMWXdD2xam9t7eeyT6E96lF3WH8QgKjqXwH4KwB4+nf/zV85XvuHWbMFu7VQWh8XFYr+vyXOEimyTzbMY688gRfAds8N55FG0bGQ9a/HeKxQf6/tDDb6jltcYCnoYr/+OWAv6m7tnXa38G5Aupp5Fe/mSpl2W6zrxX5XiUArhoOkv4l7Lmhy0HEKODPdR0y8lNTwtBy45IqvZTNhYKT/TpoPAEixYlNY1rduWd89WfrFwQhXU2MVhOy8JOoP4xoXOIXvT+TJWjDikzRYBFwaylpRirWJnsvRwcclH8ieNAzYKOe1CUjsOkfr4dRO66wTDU1KMv0HsgxVst9nMVlTJsfcuG/mzwF0r5eqjLejYE8Je7KcmgagMUMzA+LgK9pkWXvLiibwwUmGU2gcvg7Rab/3NECv33cOqOa8GgiBNu6iZsQtmtTbKXYyZq1Rn5xyd92wmg/WRN1oTFcxzcel4svLFc/rji9lx28vb/ixvONL2vCPyiu+piueecPX9I7FAchVCq6poHDF3xwvH8blH3VP9fPaul9LPVowd1Dkivk8aRECSMzC0/4xfC12MV88xsyakBIq8WlKJmoGH7W6tqORTRLMGSHxewE0IjyuuZDUd98BOkgdmLTRlgjX0PjY3qwFwzWYEjVvCTprQfpilgVUZExOEBAjpTn0HlMbY0meAHzj9XFE0p2DEngmToKzAWEHDtNHENtETgdhQGccqP/gON6Te1zsrIMRWARpbcil4mm1CYrFJyhuwUc/bhp6nq5P8dZDiC4R10JgizJ5Ho0ft95YcQa4mpkyAH3qKndApj1scJc02jMi4NQs90UDjFkbUClaZzqmk/JokYWvCRG6p4nqABwaJnUhXp7P+zxNE9fA34AJsAbY8/+NPq4M9GMCGZOCuOcdnCArUOw6LUvF07rjz57f8ZJ3fCkb/nz9ji9pw4/5DT+md7zwhhfe8Exbb+sVqmARPPOKLRW8nRS7j3rUfdUDgNxB3ZpQmeEYnYSoIULNTB/6yqM1Ewsu+0ipiQkTKZpvjzv7IdOOOl6Ig/mYDK86w9GM0egJtlMQ2syEdOAxiU3Jd8hA7FJ98WFbJ6JdAwakEihp7+MjucdHkU7hj5HRoaFYU0PhhoXbiUXo2TcCHJQ+ZN6czntYy/tjS1K3hndGo7eXXPcQD0UmWuy0fnhnBLWfFbw0LOuBy3Lgh8uGNdWeWLywHXsHnRTvBZla94QxfQS5n8oYOT21w5jsHDUXw+q47t1pNaH7xsxtvYUr8qRBySQ+0SEnfUjOAhWxoDZng7TfDNq1OZTMk+XWJdQYkNFikQAgjYDJJ6YDEAr2gkb2T2DjbIZomrzNVRRY29CcxCXye4bYTGdEp/YiTBSbsmk9LstxYj2+uoA5WI+v6R2/SW94pg0LNTzzNt9EaMS40IGVjx6e96g7rV95T+EBQO6gxF+EqwMH1rF4MmxXKr2XfwYlsYBkbgY0lPquda4qnh7q4KM1RqtmEKbNV8ybnT7FYjelonafi6k6IJHx8fzWxzQzUJ/oJAKMEda020rDCSZwzDrizglnj48pN+fZTaASSddQ2DlliJ8PBuMAkFU6aBAyk7U3WfC9rXhvBXuzczYHA6qPy0LtuKkDLDqJT5XJGBtEK8JHUrPlhqxrxZenDT9erviLy/c+ObGyTbwkyCmDx9xq+cRShCYHlcDbtEDPxMCcDmxPFFIJIPYWTMJOAHLtLAh15kM6eAthblbLD4r7LXQb1ySoNaHm82i2nT+AU0POZgSX3W6+NjfTcz1SH9s+nPk4GHwdVup9Uorgo8Xj3Jr7rAIFkGAvcpiE1W5EZ/cCdZ2U39pjoiuOl8c00g/Lhpey4cflij9fjPX4mq74s/wdz7zhB77iz9J3XKihQLBEy0y5e9d84wMXqXjmHY+60/KW9q+5HgDkDiqEoOFvEAm28+LT2y8TMxKg4xaAhPCtcjX/DprMp4AhMMX0DxT0+bSoYWq3dHDxGeKfKPFedH6bhzZOse4nwDN68+TaBo23PP7RA3ws7vMR0z+zgPO25q9HO+aQ1EPorrWgKd9krty8uDidfwJb0WZy/w8lWDhbsZaAFKP1l2J6j6/liq/liqd0dGFsVACQQ23yKK5lVQv0O5/EWJid4fBr2HUYM+PgwEXInGxrUxCl4TtDGOZzZH9TaDBqTIolTccpjMTSNSFdvOyj2X0iKZsoOJxdjYE56z7MrI6GPf8ewG4697OCdr68LlJGFvClIeWGUhqe1wNLrkg0jOZqC2dVOw6Ntia5dT/bc1xz7eDjx/KO3+a3ofXgq7VceMMLVTxTQyFgIUJTM2/bVJC8rceuMXrUo+61HgDkDqp6Ymwiz3DxBNBBxY/FIAAHk3ba3nQDY/E9NGGV3MGMKmHnhKPx8PSi0Dq4V0RH8+qCRhf6xUILDDPVabtr3QnqC2LoQoDRhggh4SlmjabvE3qabIy16g5wsVh7W9RNk5ESemZODudY9lYFy+ncLFz7Qs+kY1LBgccmxSzYW8EuqZt9hRDVnir14+8BenMFUBN7Hm01b4n6DNQfBPhScXnZ8ePTFT+sVzxno+XDifUEmFQMDOgAH9eWuz28xAlOCrnouA6qY2GOcxpajHgeMfHUjAmhpjh45P7E+yzSWaTQhER7ZuGKS6pYuOHaMg5JuFYPgmsWPCiuQ2HWzqLctgwNADOkOvt2mw00u5n2+8PfB/tRFJoFKIq0Njw9b3haDrwsO35cridfjl0MbIb2aRZhx9h6dv+VSzrw2+Udvylv+G1+w1+Wn/DCGy584Df8hgsdeOYDX7nhQoSVIr7AboQ3EtOBkNg1/rVz9Pdev/LL+wAgd1DRm29KPUtimYwvT5T4JFTMbJbimaX7WzTl3qZ5Skdv66SqKGEwxezZHOZ4CWDkcsRiOzMaLuajKReksxi/j4KcGQ6gP27XSoT3wuT5ET8XmhNUAMk1AmLpqXM1YRfmGmsEQtdNlFgEvMUBnAWph5+bAHth4iaJpnh16gFqvSMUDq63LA/Dzat8hPPFwMeXpw1flg3PeUfhBlE2TY6bj8axNb8Wh6buztrcHl6UBmDMCiUZ599FoP8yL4bhODobzwE20RLHE22qzK0zbgF8Uxr6lF1yv8xEyR16B3Mk6l4ifm+JM3wd1N3cEwNEhfADniMzzq8WD4TLClrMhC6XiqflwNd1w9ey4bfrW9evHM4gzSBIOgDh/lyYFJdkU1O/KW/4Mb/jx/w2GA9/f6HmrRegOJxPODvMGgOiP8vGPepR91IPAHIHNS8KVRjJRX8nFmTa2Wff0cdOunDDSi52I1vAEgR7yrbICqOkZo+ZCE1iEWdIQ7zW3xzU9CE5+Jh65n3q5bRwTG83j0E6hKjze1V8ACl9kfcWR/d+AE7tkSqMxAw0QJhMtMnSW1g2imwLayykPf1WsrlWSuo7/Jlx2o4MZkabn0tvvZCPD7vWw/ofkAy0xZxA25OgXGyS4mXZcUlHn3Lqtu80jm0uUe7Xfy5iASU/+SlGVRWoDBUF+YXU24XPUeO4zyz5mCJ0zydeAnxw0p/duUe7b/GLXJkhya5NbQwI2wCVegxAG1qkW63Ih/tlAnKzyDlOvyYHH4tNReWlIZeGtVS8LDu+lg0/LO/4mq/+nFJneQCgOHiP7wnIr79nB5FpcqLt8pXfceEDF4q35m+KNF2zQwUNiim6BsnB76MFc+/10IA86hde3fhJhgbBdmfirQM5tRVCO/Cc9v7x6u5eooyrZiQSbJLREvlUTDpR/kekjYa7KRgi6mOb1P+vbJOoA2P4+OIciBYgJBaNk0ait2PIWjAESETX+58CAdQU7CyDqIOeGDFtY0qisZljATZNw6QQJiyICHQbwT2UAW8TzCXOMgUlDwyNA4tCkgGbbuY2G7AB7nRqx6piI7aUAFntebUni21Xd8/M6RwsOI7DV3tizLOyDeyTO3w6vsSCUpr5aCQHJ2oCU3U1r0Yr5gSaHJSoIcjmegoRhubW2TdRQnEhJmA6my6G9pYQCB/Gw+fndWto1nUe/R7zwwogEr0/0iEy9RaSean4z7uYV4qal8pqXirPlx1Py4HncuC3q02rvOQNX5JNpTQe7NYz77iwTaaED0wfzY5LS4ILVXxN7852OPBga+PF7zUFdiga7Hwf/rWrMl4146oFuyY0mND5UXdcv3KS6wFA7qDCeTOmYeQTVB15JQnigKNi5QMXqihUh77Bw2KEGCtXHJpQOWHhakFbSjiE0ZjASkjJWAKKdLUuDgGU1aj9ueYda38CN+Djhj2BSxcEHsJGdH4MNYaEm/rPzO0f7a0c88GwBa0RI7ExGgk+MTRPjKhNvgTtD1hI2Gc1ayCquFBT2BxhHQCF74kC3eYbbkNO0R6IDJGM3raKxb1KQmUBKyPr+Vij9RK78vdWsDtDE8dmuhQgJZuIQmTxZHZGy1so8/Wa2zJ+7NrseqsKyPULrIQ5RZm9PZTJQuHmYERjb0Z430lT0a38B0sV4OPk5KqAunAVEzDp99bcjpv0H/PPMSvWUvGl7Pi6XPFjueIpmfNtCQ2L2r2TSPCcNgMhdHRWoil34W8894XqCXyEwZgo44qEBsIBRYEMQOKA8aoJb7LiVRdcpWCTcgI4j3rUvdUDgNxBzUmgn1VEe0eLIQLVZvBRaPgNNLDbjjesWlFTwtIaqiQUbkiUbfEWhbBaVkmkuM71ASRg7KgDWHx22N6aiGC0bgjl3wzra5rYEjMi09HrD8HhvPjEIjoBtn6OYmfe2yjSx5GrGAM0LzR5Wljq1PK41oJrzag1obXwRoG/0Tgl8RzjufmuXYuN3SJrPzdN7G9UYTASKolrP+xcxuh0aBauLXfx5DjmAUKIyH017KJo9vPlxmQnbU5vcdnnGhkxzngR0SkkbrR+xkj40EvYwh3PJQTO8GsS4YUxFWPfGAAq8nX0hhEJsAtPDoYLertQmXQAks7omL9NSc1D4fYhOA7U5aC92/D7/0noqRiCMk4NkmuFAngkEjQQmiYcSEhq/4MLWmdEwvhvB+OqBa+64FVWvMmKq2Zs8niJvut6MCCP+rVUTHJEpklMv6RJpCoQFDRjQKiiMdtUTKq20IJQUrOxXyaQsMejx4v29Ac7QBiup7djkCZjtXYEKdCCvZh1HvOmfHINDZ0HH77mqKWXttV1FJ5EqukjOCLYohzi0eSTMCPC3hbQq/t7tKmlkUlQXRtwSML7UdB8h374NEebw/Yw6VImAzLNCgmw5CO3+iSgtSEvFUupSN7yiLZRjNXOdue7TywdLXURcizsVc47dLM3nxiJ8FRJtsCLjy13Uzl3FFUEk2R0UoCZmFaZ20TRtrgFHnFeA6SEwLkK42iMbSsWXlhpAA83JCN4iyZ51ym17mirQuYFkhXC3Kdgoh3THVAd0GpjtEbYW8LWsgE2TRCtXQM1Llw4lDYsDj5iRLbc3FPBaARDcmjGrgmHZrTpBlyo4UIHGIKFmoMUAyDf5KkDkLe2PgDIo+66Hnf3HVSYXsWC+pkAcFiGRysm6F82E6sbBiU8CEIMl0nOVu/+93r2CcHbIwFGqFP4Xcsx6wt8fSYHIUT+BRerxs/H5jsYk1uAAzUmgcTWy5GoCgMfU/ptzxTxPJPkmoVwQI1Fs8LstW9bBOGz0sgi2UPIutXcE4Hj52lqB3zKDJG3WyKvxsWR5VJ7Ps1aatdUVDWxbKWztXlVnvxfgtmZAAfgx6PIqZ2yfGIfn5JCufnPsWlEqlu2K/oUiT0fP4/u0xGeKhFOF0DkNqDvtgKIHC1hb8lGcY8E2RJQadwjxZgGpGF6FsCHWbote03WKgyGJh7jAwiBMSjSEq5HRuIFDMXCDa0QntLRp4pCqD2LfKOF2T8Pr5MJZAHooOJN1gmEcP8fvNBxYh4PzTg04eptl/bhpnnU3dXMNP5K6wFA7qBSLADuSXAr5vus5he4puwCwc8V9+EjMvuJTDhi2FQHCJl/OXQE89stCImd7CRePelAWD/8n5KMRT5cUpUdgBSM9NgwmvJId07DsXJx8GF5KfMuPdgD2wknNgfUbvTlDEMTGxFt8nMzHzfPJdpCsPdykW79ndeGslSU3JBTQ/Fr2jsHSth9Zx7AZzbIAs4izsj80QmMcBrhg310Ow5xauOpI0PxVksHH1nAST+4yc7gI7xU5qyYuS3TR1hdyHutGdcjY9sy5Jq6lfqs5TDwaSAkdCwBfswhNfW/06qPhvu0ESmcXaOhDRGFVMK+535+E9vY7Xs6sHq4YNigB+BgBx/Whjn/r8x6DsD+pw4XlBqoMIBh/h6KxuyPU/znCQLuI9SPetSvoR4A5A5qyRXFnT0XX1B/n6tnVBdaxosmhqhO9KMCP0BIJsFBwSLYTpqZvBUzQMRsQtY1IP5xAIrQcXR7dQcbfdKFzpsE05HYB+ZIGQdnvysLhoNopN8mRSrmcrmWii/rjjVXFG64pOPDeerhfST2D0JApTH+2pTwvhfzqIhRVB7AT8Rs6mVPwG7W4OSpqW3xttAiSC8VxVstz+uOwh8nXoLpCJZDgW7cVV1QG1bgsSAz+Zhs6CaAbr5WHNQEU1Jbwl4dJEiAGDJ2IcPMuvxScLJJmgC7S24dJJVk3imdAeksiGlAgrWpmrDVbK2PmvF6Xaz1cs2g92SGYnXcC5E1pIslHjM5U3NzLwfgaRFkx4TuxHuEYMh8VhRmTldrArPiSgVvPma+p4wl2Uj1UzpQ/f7YpOCFNzQQXqh9AOviQuAE7aDjqgV/256xSenMBmCA5ppyb4em6bFCUBxC3YcI9b5Lf/9L9N3XA4DcQS259RHI1PM4zgFzUU3Zc2EYBxIKxotn/xnwH6SA5+j5RCZG7TvwCKC7ab0oxuf90f1Xwvo7BKYhINWkPR8DoaOIlNYYK6Hxe72lEb/nLYPIFbGxy93BWv0UfHCM+4LMnAwAOwCozL1dFVMaUWE6Js3ySXAQaJ8mYFzroYuAnyuenjdcSsVTOfCUD2NapjKw44Cw2R77aKmDj1qTtatoMBgxcmvHMz0vUA+QAz52hW6t44lcf0Haw+CYtIOOYD3iPpjfz23A2M3vfv62lvF2FGyHOaBu1wXtOgE1z8ixe4H8MVz0mgSWMNjMP8SPN8Z147g/fU137YrROtrp78/E28HSvJvEFJkarslARKGGXRMW/7WZ8Yj/o6sUvMqKb3LB39QXn2jJXRtTqEFAWKn2Ed3b/9NxLA825K7rAUAe9UuvNbWuZbiko4eC9ayXT0BI/xhklLC/j68dmrqT5siXuWVEFMmnYPpuOzwv5OdWgpuiISzt/XpyIOFptgFOSB14OLjRHqcK9ByTMnQfVMzpMij7tVRccsVzNgCSI/HWWwJhklWm82VGbAlggH2k9GgJiQWN2ZJdnW0AgNYsLE1rnIvYzY8pF7pYu+Vl3Tv4CCZmNg+rmlDF7PUPJNehUAcfJnT1RZip6yJ6RkmADVLT2SgBnsMCoLeQ5nTj+blEu6OkhpwEOVlqcLAccxsi/l6mW2ZgjCbvYnqP181Yj3okyGsG7QzeCGkzpogruran62UI0JTQRKDZrnuk1aqDiQ+W7aHBiSwY17D0ltIMoqN9RDLd7/Z4mQRvsuAia2/BHGovnQFAxEdyD014lRXf2wXf2gV/fbxga2OaZeWKNTnCsvlvcLrdAlg9PEAede/1ACB3UF+WrQOOEFOGO+OsTmhg24mRLVAHJbfJlv4eiN0c9Z3boSMHI7wmoroWonGfoIgdP2CLAAHAzIbE7wbwAEYLpcBARx4tlHh17uZTAURiwfEev7ICRUBZQVlQloqcbQG9uOHU17LhS9l6nx8Y/hkBQOYI9Pe22M9EqwUGQpbcTi2OGCM1r5FpkctqtukMaBHwS8WyVjxfNvy4XvFSNh8DdSM4P7eHJOwi2JFx9cfeq4k1jyMZy6LTOGqDi2zZYuGTQGKB7UzBACRdR+JtpKCCUzIQE4xHYmOOVg/ue8pHb+991uKb75MYT57Bx/tesG0Fx5ah1wR+S0gbIV0J+Q2gzn6g+6IQh97H2jFyMKTIACAB9AL4hhA16Rh19hYMPPk2gKnpp8ZzMdA3DMgCdD+lCwBjN77J5YPmA4A75BZ8axd8qxf87rjgb/cnY62UfYNgAJgXdyaeQvrC9v+YzufxACH3XQ8R6qN+6TWzHrfAowsBMYn/kLqtOJOa9Xpkg3g15Q4+6px7Eo/jC0tt/lbZgsHmFNLQcHibAGEy1oWFvm6kKYU1tBvFWifgj6LaYFp6/zQ+JoCKOYim3LAuFYuLOi/Zdp5LqigkPYjPTpLtYCMjZxZPRsWCO++WZwDShIHGqCEC9mNXwHa6rKC1YVnDXv3Ai4Ohp3T06YsG7hbgclywY4C86mFtvV3ii274Y0BNO8OKqTUzIvxmAaoIGfCQOSdGehBcSc2fq6J40NqaKy75OOUJzWWMGfWMl2hPyQ1YGR4f/iYGPHi3IMHQ/0iAOKCLSRFOu9Wv3sy2KYbx3dz6o6mNl00TxFlPup1jErIezQB3Sc3dcqUD0SMlvMnyqUV6APZvxwWvbcFbXfB6LGNKyZ13Fw29yJhIC/DRv06zf8qjHnWf9QAgd1AmPG2nxfO2TLeQ+kIbAWtzfklUAIwAH1vL7qzJnU4/3LvBPC/YNArhHTGxH6BJizC/n8CHLAo4AEH2kcuYWqFZvYr+wH1h1eGOSQykbCOsOQmelgOLtwye8tHZodtKpEjUPmhm4lwlYmQS04xM46V9LNfP1wyUiCf/EbJ2UCpiTIzrUL6UDT/kDU9px5e0dW3AVQq+txWvdbXjwCe5LvG3mAAfCTZghg+6hnm6JcCHRKvITbuIp/FWBx4BtuItk+lmgj36DICEdX2m0H7kG/DxEaCeNDyeVmvj1DHVFHqeeBB0gzcKr5KGE+t2enzGuL+ADmq7aFiBrSVsLXVQDQBLtveZBe/N9CBV04cx9zCtO9Q8Wb4dK66tYGvZ2EEHeOLJ710AACAASURBVBFWGGxlYfPjmZ2I7TwO4enPue8+6j7qD8wJ3H09AMgd1IunpI6pA+67UfEXxah5AZ1Tcrto0H8PsNZEaCCu1SLnt5axtYS9JtQOPqz9gjpsx0OnAWCADUyfZzXL8TQ5fyajxsm1DCmFAPJsLt+9OWSICGPnvpYDS269ZZD6i37rI6JziNipCBhWmnZ+CoCUDsvQ4Tad09RNwN6r5Zo2iUkgey5wVsl8MxTLeuCyHHiZwIclp77hK187G/UmS5/C6dfNwUAnD+Zz4CLMiIRRZzcA6boQAN5qObMfcXzxuDwBjpiaCfAWraLVxbtzCq9ly7Cn9dKpjdD9Pmr2yR0+gdXQ/NQX6h+Hn4uuQwPUGY6GPi1DDSZendt7NImaCdBENva8+GgyW/5PPw/BevSWlLV86jqeRaTjzv8nc9gjAPMz8fuhTW2cxIKFG35c3/GSd/xY3vHn5Tt+TO8eh7D3/8PZj6eBsbXHS/Td1k1L+tdYj7v7DioSbmMX1UjdHXPYc0exL4qJ1Bdb//r0wgrYC2FoI6r38A9JLlzknpEiTuH33nsl6+MrfdyRekBYxKJ3nUfR7ngZMfYBPhKb+DFMz4BoSZzj4JN7Ulyy6RTMYvvw5zyPhc7tFe4fs7Mg8fOAx9xPO9ODawd3763gkIQsMlobsBFcIljrxP1BCMbMhGsokfZR6dnmG4CLTWMcmvv1iHaIqgJJRmR9TIA0tXQRHeBEY/LD61Pbez+f1uIYItQAH2uquCRjktZoX03nJMBH1dTBWYDWXXJ3G90DtNbkE0LDsdQAKVCLGguyTJNMPgY87i+AGiHtBN4IvAPpwNSCCfEpDUv+0JIooJmg7GO4bC2tlOK+go1Piwlca0149+e5cENVHsLliZXqBnZio+vRwukaGtd9/HZ5ww/5ii9pw2/zK148M6Z7g4CQMKZpwi32UY+613oAkDuoSLiNF8Km6G2Bw8WAQCy00/jiHxBAxcJSxUDM4TT1Ue3jWt3v4mDozn2EkmYb8nj9ZNd58BBkwo3C5nYL+8jnbHSVU+sjnz+nz4gpoOe895ZUIu2LYrAJ6QaIxO9HWF9m82XIbA6wwSwlku5UuUlGUzq1bBZuNs2SK7aa8ZZL3+2LMyM/1+Z6a6uDDsJbW/G9rfhdveCtFmw1d30CgC4qHS0Y+BQSGfMCa02pRGjcLBh2XcakGVFfbFVgIX+wrs6SGl7Kjue848dyxcr1JNDtLTpnyd5b6YA3mKHXY8FWDXxcj4x9z6hHhu7JgaqJRaPFIqszYWsDZ+lOp8HwtC11kzGo3WtpA/I7LA25mS0/gB7qJwvheLH2nOFJglaysV4YOyJi16YzSq4v2Zr5gly3gve9YC0Vi4tGFQO4zv9FATjjngzR858tr/g3lt/hx/yGF97wla+48G55MAhQY3bsEPMTESXsDwbkjivEcL/eetzdd1CzlmOuWTA63D3Hznr+OjAHsenp95qa3fgh7JMYqYeGtd12s7Gg9F0tMCZcSCdHywFCkFwQmIz1sHaBvc0um8XHPukGhKQwRmPTZyzc8DQZi/VJhqnNNLu5hsCvC3fDdn4CH6u7XjKZG2pPCw4hoY+ecj7638skk2GY9t+5raqpj2dumnFI6tqPb3XF67Fia3bea0vd7n2+0jHF0lsqAAhkXm2NIA1nrQxgwGP6eUBBjMkltvbR4Je84yVvWB3kJhLb5cOYgtA9hEZIXIR6NDccqxl7TTiObGA1RMohPnZth2YFFgEvJtQtpXahr7j2aOOCmhOUbQSZBAZirjDwsQNpH7RbkAe9/eIOuX2qSoZASdgmq6T6/QxAPVa5JUVrjGsqyNkBiIOV2RU2TRb/cR885x2/Ke/4R+UVf1l+wtf0jhfe8EL7KQAScBMyAZrrZxqMeXzUo+61HgDkDuqznbU5mdKHr82jkbf0Lk8LNYDzGKVT6GMM1EPDHHxwGEmF9oNOHZ5zEbpDKWcB+4t46Dgsr0VOL+YBPjJJb2EsXLuob03VmaBBkQf7AcUJeAQzEufGViQBg9FIkTESgwvXPnJ5q58Rd6lk0v43MplJVliTN6GuwbgFic1ZBIgdxyYFv6sr3uqYoNgdeFQ3Iptj6VUJtfK4FtEKIh39Fmc5+mhqv1HGtQjNTSnNjdoOPGdjP17SjmfesfLZfjwsw8VbfCNgLpiyqe3SGK0aE2TH4aLjOB42JiytDbnYiPJTsambAMNHS3jNFdtRsOWCCqAigRogVzLmo4tZI5TQ3suizoZM2UDRzgsHXoFl3xwM2ni6hw2wtC2hJcUeepQAe8VAUykNS6nICT3ccM0VX8sVvylv+LP8ir/Iv8MPfMUzb7h4Gi4QvjvGgB2UAKxoMCD30IDceT00II/6pVcIAk82zhPgiN1p+DGEMv8z9mPsidH1Hk3IdvPecml7MqOt6m2XncCHeTmEPKAbbw2pBfofIHTmIxY+DmdNFjBh5NrcPFci7S6mz3lHiYmCMF6bhJFVEmQCG7PQT5SxuU4BMJHhyhUryM4lsY8qM9CnHGyhtUAxY1ZOya7CeKtLX3wPFzjG8yrOMPQIdv/bOxn78d4Kfndc8HosuNaMt23pU0at3Z4JAGoiSjkYqNMI9Ax0ZvXvvOD7+7Cpv1xsOufH9YovZcOP5YqXvOFL2vDM+5Twmj41yIq2S4CPzdsuxnww6p5sTDt6FNlYr3CqJVaUYn4tP1w2fF02fMkb1lR7G/H7seK9FnxbV/wNXgyEtIT0bsBGWYEngmRCewJaAWRVAyEx3h03N0zMCoIJYqsBj/ROyO9+Hyvcn2Zia6bLoMlTly8JbRG0J8Z6OQw8pYofytWZj9/hL8vf4h+nb/jKO56p4YUJIXe+quKqhDcZ5mZvbcX3uuB1Xz5e90fdTz0AyKPutYYp1FnD0TxMTaabn+n2d+3FPYSmM+uhuy12VAf44B2gY7AfwM2IGfkX+oik7UJjSiNaLjPbYcc13meSDj4Wblh9lHHWbsTPMhrAHijnf7NNoMyMvhLeqr3AL1z7f0OmBhYNYqS3HcIXpU2IynwvEq6t2C49dA819deWoOdjDBOw4wohK5PYpFGzCYoIaOuizZgyilPHOO/g1aaO+liq3rAdXr31BXTWgbIBwOJeKc95722XL2kzq/Cu+xj5QLOOaNYK2aTU1Karxn7owZ016AwEOwNGYZffUHLros2XbMwLErqVuShhSxmcxA3rXGS62E1sUzT2eVsUetN2Cf3IuB+dyfB7Oe1AusK1TOiASZkGw5LQ/05wY6JATcn0NE+uAeGG57Q743HgQrWDj2dKYDAEAqChqQ72zlukVQzEPupR91oPAHJHlSAWJT9Vb7e4d0doCX5fgmv3inABZSyA2txifNJ78EEGPFz7EVMIXfNxs2ucd+NMH/UeaUIts5V4ABPzorBFKoSRswbmo67FWiUx1XMo49oK9pb7WDEAVObJittzSyQ7JT5El73NIAmbA4/vx4prLdhawtu2oLrHRrSUKDJ6YgzYQYvUIWQVZQMgR7F02KPg2LNpO5oJI2MxpGRTQ7cgYx6BHl/0VhhNizChi39Dw7D4wh+jts+895ySmNAIh9whoA3vi/Rh2mWv2Y6/sh17ne5L1vnwADrre+Yco+xjvYVnkfXQsygr2mInRqo9oGRjPiRjWPq7BTs5I2TmZDRQcgAS2EQQtTBGU88fGueyLQTNQFsBMKHagUBSQsvap2AAdOv2Cx0+QQSsxFipgEEQKA4VFG/jRbVol8oDgNx1PRiQR/3SK51WHCsB+WLhO/6W3IshDet0Oa9gkanRPSbcq0F9vBbiPh+HjdrarhEGQuoAH+HhYJMIOgyhgGHM5bvecKOcF5+o08dhgR6W4Ok4jbECYyS0u4n6OKjAQtCqMvaWcW3WWz+aAZNECmRrI4RetIEBlT7pEd4hwZ681YJrK3g7FnzbFm9RJRxH6pMl0V6K81mFMf/L3UbWN2G87QXX3cBH3VJvrcRkkbKPqKoBEbgRF2QChNFaCPCRFJqos07RerE2mLWF1tSwZgN14XnyWZihAa+Md1nwWle81WKaFder7DXhuhfse0a7Zrtvbl9kPcNG1UMMnWqqzUTO77WcmCLALMnf6oJrtfPTjmT6IyVLuC2K8BTRrH2Ut1v537alyBmg8AtJauJPYhvzZQMhtAP5qihvCq5+rTJBCuF4Imy/IfAzoV0IBwGNFe/PBW9lwbZ4jME0WjvuZ0IiRgJQiJH0o7Hbox517/UAIHdcYb0eMe4RPBaagtPuKgSM7qTZjaI82TYWwQ5Amk0eUB0ulLHgdWv1YD/mvvnUhjEhpTMuSjZe6j8Xu92fyxy5NWwq1AAVCBEOoe7VEZkkwXg04T5ZcrT0wWn1NCHknhwBPt5b8d1+xmtd8H4UvB8Zb9fVgtUaQY5kfhRZgAK0pqiJgQpIChAysTrTc20aQXPWtsDOp/MenQMVAx4Kuy7RDqMGdLv7OO0xbhtf8Gvymb7mdjz5w/0E6oFr0cIKx88AH0dLdi48DbhrUE4sGFmPL/QXCogmVB9KeT/K8Nbwlk8VxruzTFW460lI/Z4j9fwYF5oWBbK4yFm7Qdxp7JG0Jwm3lAzLAaDDbtp09XMlQLoK0i6gpqAq0MwoTwkkGftBqM1Er7Iwti3jbSn4XlfLhWlP+MpXXDXhog0XFVSy8aSwlkse45tu0NptDMGj7qh8w/drrgcAudOapzwiS2S0VshMsoIBcRAQ/xAau2pfHCgMxhq6+2R8zNXp6VhkpjXnZ32Gu9J1HJu90DLgUy9zG2UeRAxvk/45k7UJ+ONOPXQVVW0kdHcdTAhyRWFCWAcD4XD63goypdPf3MSYk11stDTAx3YU08fsyb1QfISzhDbCr0MWVJFuRBbGYuFuKmqTLrUmT9Plzjh17cSsoQlw2Bmpof3QqdUyWmET+8HjcWZzss9Gs28rWlDRfgpt0dF4SukNgPAJ+zGDgLjX7JPu4Ho0G/ue74MmjPejYHejsDgX6u2kGOXVRUA+zjunIEeLD8AIUPSx5qaEbQOqAiKArGzjy2zgO+2K8laR3ipor6CrmY2UpwXAC7glXMHIzwQtjLplvC0Lvi0rvtULvqULXtOCV11w0YaiDUmOztxdtWGPMKOpfh8YfNSj/lRFRAXAfwvgnwD4DwD8+wAKgP9GVf+nv8tjPQDIHVWDO2higI/b6iOcwAl4dDFjaAgkdtX2OR/huzCBEDcKPfl+fHwd/VgT69Eag90KXMRaBTF+Gw/ThG3n3oA3LNjdlyMEqasbZDFJ12e8N2sNhIPr+1GwNxsJ7SwETAZwkALV/hWuLePayqn9MLexQu/wti29VdLeE7Az+Mo2CaRjN9wWRVsZRxHPqTHNhS0uDeqjvNVzdY49G3sQZm4OHmy8dAIgAQ4PMoAIa0NI1zJgtBrCZyOcZydtjTEx6GLlTTKyNBySRmy8n4PDfUvem7WfAojt3t47jox6JAdPcRwBbOOB/AkwYfRM/KaYjgdAzx6K9tXudulEAGdFW8SYDyVEym2+1G55fykVl1zxtWw9RA+w8fJrLXivpV9PdTAklbuDKgmQdiC/Cco/fwP97hV63aBvb3b+ni540n+MtD+DWkG7MJQY23PGNSt+V1b89f6MJ9fTvPCOIyW86hVX3mHDxHaqdmVsmrDr2ffjwYDcd/1CL+8LgP/RP/5/Afw/AP6tf5UHegCQO67fu4NSOrEePUQuFrag/t3ZNKYCaAYfOrEfUfTxreMgMhGgOsBRISiRa1EYxGKTOc6IpJkJEYb4dr0Sg0lRNWGnhD01bDwMwuY2ydFSb7fUxp0Jgh92bcaENDb9SGbxyZS5LUPdi6J6CN92mB9K2xJoS+CrWYPnNz+PbpIl1fJHxM81RfsjmcFWfK82tseLVGHAgMMskgRutAz9UvpUS4grb37Ov09pMCDMw3U2FrkY0y4+7XNoQlKb0zi68DZ7y8VbWn7soSnS+W86xqBo48W9Fj4gwFmQShaG159egFR/f8r9SQ26wGzVFfacsqIsFWupeFkOPOUDq0/2rKkie8IsKwPZGB9qBmAyC3YP5DuVHy5qg+479PUV8v4OECOlBNor0rWhvCXkd9OCULV7vDbLUPreVvzUnvC37bk/rCXg6mi/gXDVjAMGQv6QS/Gj7qR+mQDkDcB/CeB/V9V/RkT/A4D//l/lgR4A5M4rpkfmHJU5QbYzH4phruQLhrVa6Aw8JvBx+8+jcwsmGPh5Rz7/bCOAqYeCEWk32oLvatV1CgEAmBQ7BrA6RJEo4dp0Ei0Ov5P3o3SqPZ47z3/Hf57U7LjhT2l+8R/6GQMe1YHMvme0zZmPd0LazAclXe33SM2FtAGWP0IEIYYkRYtrwdoZqRhz1hi37YZXcWLnkzxVnF/X3gQTEPoGPxjz2vB2E7nV/XDwHOZte8tYuGGTfMp8Cfaj5wMpd5+Y2/RdsJ7ALMSZmg6Y/P4j17I4FRWaIFG7LnEtPh0bZ3VBrvTnaAGGNvJcko0WLx6cB6ALiMOzJYTNJdn4b84NNSX3/CBIcS+RQkBOIGazq1cd9JndJKCq4AN9dDcca8OH53td8VN6RiKxNygKVSQf59mR3Op/waG5T1zdjsc/6lF/6lLVHcD/8q/jsR4A5I7qD/Xvo07Mx/wxMBaMmHjpQGSAD674g8i9t/o/Y2ECvPQkVwKRUetwFiQBXRsy73wj2vwzV9EZJER7p4ereduDnVmB7zxvj06U+iiwZXFY9k2VYCicpXhPoIM765HeCfkK8AaQKtpBaM0WW1oISLagVgDSCJVhDqnxt5qJWCnOGelwMG0wrUewVIQu5tXiz8CD22jSeHS2xcP9llKx5PYhWye5m2zygDx77sP3hEnt+Wvq7b35/Me4cUoRx2tgQYP9iK6PjOtoZdnEEECV0Th1Zm6bmJm5DaF+XWV6rBCYphQj3eYPE34xTNLdWncZU01Rydt5tVS0lbFdEpoAx84gIXBLKN9fUDKDLyvobzK0CVAWP8k4v/k9Li54fq0LMgm+5M3vVQZnwYUOLOTHp6kDj6uW/n98q2161KPuqR4A5E7q1hxLdHz+e1sx0ae/nRDQ8Ratlm6zrtOvxo/HQ/jPR1v/9AN9HGP+OhAjmTERQ3PrZaLegeGQ2pzNiB3yDBIicC0ei3wxI089DbfV2FHHLjN8SOJxo0Vj+oaEuiebcjkIdE3gA27CZgZWPYvEn7zm0a7SSiA3uZdGFr6WCTwlsdrBxIKKLp/ouom4JvNixzpMxW4EpgAcfClKqfhy2XDJtXtq2HMfvhuZGy7urzKP3558VaYLGODFWBzpQEHarfkLuhfJPGlKAh/T9ZFcGFvUY+6dxQmzuiAfTK/BnT1iRm8l5WTZQRf3NFlTNZhD2ltr4S0CwMZjGVhz7SC2PlnYYN24s4Bv7wsuhbGUhLQfwNWpLg02a6Tvxn3bXEx7zQWXdOCtLVipYuWCQzMWamgfBnTHuQ3jvddPvv+oR91DPQDIHdSwYD8Dj6hPWZHQBUQrxicoTtXBB501H/FtGp8TfJ2cNR+w3+3gJEQBt39mAhmi5goxg45oodj3I0AuPved5pF7LkqMEpvWAZh5DiJFidwZ0hObMk9JhObjlPq7m/cEHdZyoQqknZA2S2VNV0U6bLGVAG+uBYm0VSjbGC0rFAxR6V4UBpZgC6+fX1G4+JSsxTJduxl4xGjtvAPvmMZN0JZkib1zWyIqFryVbdGOdOXTz+nHSZkAIaLG4nQNR78XIqnXH2I2QyO/PzpoNdO11hjiz4+TQlkgTP2xQ0TdR8YdmDArsvuZXPKBp3R4OKFb6TOjeJLxyEUSsDAkDZ1JbYwNQDsIJAnUzO/DhCMrLj9dgFrt4jS/Z9L03FzQ2poxaFvNuKbSdTUh6N01gSGT2Zv0QMQASiWNNtij7q/+SCLUPyei/236/K9U9a/+KH/p71kPAPILr//83/4/+oIwZ8HY+3NLhrxPzolArklQtRfysbumnn/hXlw/O6pOOv6BxDe98UKsU+7GrKPUT/7hZo0KYIACExiYwYnefO0UyiZuWR4tpdjls+2Mc2ooSfBUDiw8NAL977qA9e1YjE2pySLkO/PBkwMsuuZj/RszqspXy76pFwKeQk8D8DEtlNk1IUWhJFA34aKk3byMXQzZGgHEpnXIM3UwwMYsIp1Zo9CGpGwus0tuXSdzWycH0s6GjIUwFs7TBEwb6bcfrqffY7KIMQPhgiqTDqTfH/61SqZ3YQKO0WJqrGjFLONTFsuPuT0P8NuWBauDrJe042u59iA92FnGVYpP+xS8tqWzIuLCVMCnrgC8H5aZRMrYt3ieBfn9B6R1Ae0H5OWCdsloK6Ot5pBKaoxXqwnvu5mqrbnivRU8c+7g4+IGZYcmE6V2bUjDhR1A5ePTa/aoO6k/jtj4n6vqf/j7foCI/i8A/87f4TH/Z1X9r/5eR/VJPQDIL7zCsTNcQH/Oy8EWl6Cz1ackp/YLeXy5j8SSGpiAUBflIToDN60YTOteX1jmmr5/7pdrfx/HxTdg5LZmm/hbMEOAi1ntOYXTZ1iNZ3f8jKj5oOiByHTJQAXepwVdxSzox3gyuiiXDyC/Act3Rfku4EMghaGJTkJdbma5TQwIeWiaW3tH2ySmUiIV2PQb1EeTPwduNwBE6ORuy2ytlyU3ZynIQcNwGo3WCzDYjXjuIEbTETT33gqu1ceZPdAw2KIQXQJASgpydzphH2tVa2do4IfOFmh34LUx8Il183tQq0ILoV3g4NlN1Njek4tP4/rHcypk49nPaet28oUarlQAWL5MIwIrecspjSwiNtAjWSxV90Kofs333xTkwuC9QdaE+pJQVxOtSkbXN8nB2PaMnBpe84J9zV1XI+DOgDAEM8+RSLCSW+Ln/Wf/Fx71qL9H/Z8Arn+Hn/+//xgH8QAgv/CKhSLaL4cL7ObFJKr7PrAAYKiKURdsPXiCgw7YTl3E1gkFQROGCNXV/hT972Q7bomFJPwdoL33D4KHgnnboEgPIgtvjJJaD6SL56YK1DbcXOeMGjXcdH5+yVouBCAXm2woTss/lQNrqvhStk7PZ5/0qJrwvVomTPxt6Ysr+lgt7zbtkt+A8h1YvimWnxrKWwWaoj1nSPGQvgywM0Isfg6TdvdOZAG7P8icCBzP5cN0CQYLFDUbm8kECmKRDuBFGCZup6A/MrvzzA1Cdt8cymDJLj4dzMebe2eEk6yJfc+MFLtGR9VaJo3FMlJIhz9IPK8Iz4PfI+Jmd8d4D1JIIchiLY22CKgYGzKzRfMoce1tOmMTnnnvcQWFWs/jWbnaNfax7syCJnYf1sQoS8XhWPHYbZJJiUAtI39J4KaQTKgroT4b+Ig2GVWCImGnpZ+fl7Ijk+ApHfiSrmBIB2Jp6m0GA/IlWSrxo+60gnX+U/xp1f/sT/OXz/UAIL/wsnZLxMWPpFfb6Q6KPJYygo8wavTm/QWTJ+FovIWw7kZTaK2XIShUQvd5mHf+CvQsDnXggTzo9PChmJmPxAOAkIsC47AMeAzwASXo/B9ManbufSpipOwWn4y4pMOnIyqy75D7xAGFxmDk4cwUKTXLWklXQnkFyquivAnSJqCqgCqoWWYIN9jHjaDNWkWxxARTZAyNOXYG+AiBLAAQ3YIx6gt+VLip2ifioty5bRVGboLsbamwXM9u6PbZPbV5NHyk9s6267OvytwWs2MejEwAXaBZKi3rcNkNwdCUnhz3FleAN2MbAHvfBFDmYSeS1Men4eJUu0+uNWPN5lhbu7aDkfxcJlUUriiakblhvTXtyzY6S0Af/z0aQ1ZFc/ff46vlz4Q9vmYPqOusDjpbps1aMXu1pOP3VjoLcmjGou30/BOJ58IMBudRj7rXegCQO6jqaa/BgFQ9t2OiosevGCBEAFs4Mfr0jmk8vp36gnlS+hOBbuB7iFRJnEkJIWIIJh18cLZdfwcfLL1FFFMo8F/XWNBOmg+gT7n4H+5MSLQWeLA9JZn+Id4slVTOTMDNTsTErR7I52/s4tO0AfnNdR9vAt4byMWIJDrelHrLxr4Xx4jefplbKHYsY9LnJAB107JIUJ1/9jZFeE49NsBmLFVygJdYDICF/8d0jxyS0IgAjHHVqzuGbi1bFouDj6MlB4OD/WAe3jOcFJoEHKwSe7IvMdTPiTJO54kOG2lOV3MhBTx1FuQMA5lHRyVoYhPg+t9vVZ1JK3itS3+OtpATijc6QmdRyFif8PrP3LCIMSSFm7FJsKmeuiZQY1RncNJqwIgq3IMFHUiQG+1BYC08gVvMWzTAe1uwScGFjq7bigyYEKKufOA5bXhKKx51x/UnYkD+odQDgPzC6+iCU2M/wmSpupHRvFuO3Skp+e7URhgtlM4EkZJsS6lwSkTVhKhpiFM1wzavvlVXfwH+0DEgDHOsNIGPJMhOoRNgvhS+kz8ZYymNRbiah0b4hfQ49mg39AWYeg8/QA1hjI8GMDvU2gFC1NkjE1Y6exRMy8Hd6TS/WeslvwL5XZHfnf3wgDIAoENALXUWiZsdu0S7KNbLGJlF6Fq4CywDfMx+JP3n/Gmytx3yBLDiOXLL/nupnx/7HWM9YiImfr66fmhvCbsH8F1btkh4NxsLULN51ktrDHGflTjzzIScBdmzV6IV08IkrtrYq5DfY0G7ubA3vxPSG2H9CcivirR7i+PJWjXtggF41BZ20+jY58SKq7c8ltQswK4V1IXxJW8uSPUcl4ldYDVWaAWdRnXbNFH22ggtZdf4MORqSdD5CgNPztxgc5DerIWp2TRErRG2ZizSeyu4iglSLY3ZdCALNRSqxop4bbngUfdbf6QpmD96EdF/B+Df80//ib//r4noP/aP/9d/mVyYBwC5g4pWS1hWz0JCwTwxQn1xEwch6v0TVYaSa0MYEBL3WtDRikn2JtkW096CcVAS35MEF65qrP5A12XSagAAIABJREFUsh1xuFXOLYeSBjsRpljm9eG7QyXkRNNixp25AT7RgYTY1oGJMeKeNEsGNACgTlbYR1i4SxrncTICs+kX2/Fy01PcirE8Y8IDqmNkOd58hxzg43bk+dZsK4zSAHRH0JPeggWFdZw3BxaiZBS+EpDR/TmYzB30NDETUgylnhpcxVi0rY4plyY0WI89d3HuR9YooQJIie26eu6MKPdroiogTe6W6oJhNfaDN0J+B8o3xfJdkDZFu7jGacEkelZEbsytTiZEyntLeD1WMCm+p7UzIdxVsB/r9v+HYSAwsyCVZmBHAYlcJCGIPxXEtBOZdsVEx55i7MnTNaz8PWG5+QVI0G5Ixv75TgkvbKDpUY/6B1j/BYD/5OZr/5G/RT0AyL2XTO2W6m6P4gvJDERugXZPGiXzyjAQ4iZg4i/6QuZZkW0SQ4pv3w2TnCYaJMGmABa1ULQMX3S17/Y7M8H+wu4JpYvbZocbZxyf9xwsuZbFjkEJzSdEPhNpAhPTMy3qYb19he0oq7JrIEbs+y6524tL6D/6hEY8OLouRjKBCkOWBEpsC2pma09FS8GpjwBnmuw5xQSHulj3tuVyZj2ot1Mi5RhiXhlj6mO0lDIJkM4umkzWVrhtu8zg42ipazz2mi3jRQm1pu6x0nZL6R20R5yXEW1f0zlULiaWdAYQp9EpW8z5sLbL8ipYvjXwbmClru4CGwCOYnrIBMc+sN1dXwHYc+GMVBd8LZtbyxf3XiU017ls4mnJLT620LvdP+6HTCYg1mT3NvkbZ79N23hq/U1gLrbVQu7sfDKqByTeVoKN4TYyl9SDcmdsHnWn9QtlQFT1P/3X8TgPAPILr9i9jx1s6jkdseuXm51dn1LwxTdcQm1ywXd5ojiUuuivXdA1ICCCHhMDklyItzr4WPWUS0LdpVNO2oxouazuzplZ+lQKAGSylhJDUZRxhAvqtBh7V6PvfOeWw3yOmjA2Zwea8MecEN/1b80W3oiVh0e/ayLIYn8bSn23K5khC52ngmJk2ddZKRM4y9pHlcPJEwhxsJ3QEN428RwUoNvKx/PTZK2fo/lUSxssioB6u+WsLxmsyi65L8b9HgH1cxUaj1oZ9cgGPA4GHTzUtKHvcVZH2VoiO8zD5P9j7+15ZVmaNaEnMqu61z7nzP1Ac8WHMw6j+QNYYGAghDcGEsIZe1w8/gAWAgNhXgsJxgCEi5AwGLAwkPDwkHAAAcP9eM/Ze6/uqozAiI+MzK5ee7/cudJda1dIe/fq1dVVWVm1Kp6MeOKJtvZ02b5XiyBYabOnTswcWAxGQLsUtAuhXQzArRz3lKujlgqIzRkMMH29r3oOXLS6RQj3ZcFv5dqvt4GMW1vw2jpx9dYWJZ86EGNLNzVHQHbui0VoLAUjFu3jRXoj4o2U+7KYnH2zv08YSRxesaMRmgsYDYRWCjZoFOS00z6qnQDkndsIPsrw6s7ESzOH6g6M5EOgRw48LVMKa2qFSR2nEep4ERTR1ISLj/GizjVKEa36Jet9RG+SySl6hYKv5N1YBAs0MnJP5aMbFzQWlNRkTis9+io7+AdM8Jb34YCrRSawhBCZN1jzCo/WLM0AwNvZ80qhf9Je7NhVdVKoSZSUStGqCF40SsJLT1E9pl76zyIauvdrtBsPZaj8gfJ2iAiNrKlaq6oUmtIrWcXUr7dHT5i66FhWNAWUT8JCuKfv8k7AblooDXDxMCkCQopMsF5n2QuYVFusN0FE54vMUSWf3wuhXYHtU7EIUsH2M2H/pL/n1bhEnsKzklfvwqsRO+0fxK1gXxsal+C7sBR8qhpRmBvTvbY1qse2ppRQb2QYnX5ND4YalGBKOqb4M8ogys/Ne/nwccTOdUAuUPCxEqOAcJGGFW1oCHjaB7R3GgH5p2UnAHnnduclBKZ2cYEojYB4R1F30M4hmIFH/hsgwMLphFKtz8fC2va8ivFACCya4wYQYWlZoJ1YveS2YBDaqlZ2q9UYY9pBHWIHIn0w0MgINxUKA1BaxUYCoIbTrkU1TSTxApoQWqtWUkljyWqYEzZVev2+Lxpt4Bz90EmKNBRTVGZIEQgRym7VP5aa2T9BHeoLwFegXXzuLCVVu+qp81UADODQyanNOAS9YaCTVYGtdZ6MX9VCAiEB0whKYp6jTrRvn8EIV0Itix0qOV6L/uTVvmQ+CwHR16VZNC2GbFc1QDDifIQEqDpH5UrYfgakKAjZfwLaJ4AvBuCqzl21+fO+MNw0zYG7nd2qY2AmfL2suNYdizWmq6R9Ye4GOHap8ffi0ad8DXrzxunW8XQc2XX1eZhaF1BOPyXzsTj/I6qzRAXTLtTwQmcK5rSPaycAecf29/72/62qlA48rA29Vy24joHrQrzVLdeFq6IfCo0Ez/1iVTKAphcKgURMB8EAyJVDZAwJeJTKWJZmolg8lI46CPHoxzNtioXKoN4JGPBqGt3IRNsjtdQcfbks2n7duSdBRLXUQ2haVIZcAFjpKDfLqYig7epcy6IKmC7SpqJZUACyqiNsLwJeLX3wqaFeGOtlx7rug/aHR21Y9Do0505wUefqxNfiVTrNODsWEUjEW+9zk62QAFHyLFE50zvgEna+6H1kvI/WSpdJF4RSrpaeJq+a016ic8Su4SLopFUHHwbuNH1DFgUB2otg+wNC+wStUvL0lQPbZN4Zd79XyK2C7gXlVUESXxl8JewG0pzQ7OXXpQjuXAcOVcwRHqODQ3TDy25Nw6QDcxsfW0XMPvJWRJSL1NOiHexU6N/AasRXRsNGG15OEuqHNecK/ch2ApB3bLsR2SJvb0TCZo7ZG7V1FdFRvtzBhYOPkiITWVhKxByrQEGIE+zcH1flfmBlK7XthMBaJVROV5ME98oCLyNdrA38QqydWqelpjoHXRkWJxsGQNLleFZK7QCEYsXdz1kd484FbSE/hWgWF/yUBSBlOapuhcgQARIj3foqmDzqYlyF9iKqJrsA/CKQC4MujPXThstlx8u6Y6m9K61b42ICbGNlDIBw3tJU/8IJn1iAlR6X6POzzYGHV8ws1Aby6r0pOfLeqnYX3quql/okuSN14DCNLVepCBHYswec0ll5YBZFQdNICi8CXAj0CaB15FUE2ce4I20vWmHTDHzcCsprwfJVx9K4oFVAmkW+7JyjOy4IN4seMlOIs7V0r4hQpC/nU6XSJf/j45gn5QwBkqqeJDaJqjUQNqnK+XD1YjtdHQ+HPshpH9SeLAh/FDsByDs2Jw065yOHkbNKZa9C0IetAw8n8QHmnAoPTpGoAju0RboJbalPT2Fp53gkefUaCqccEQ9XI3WhMS+3reYIL6XhWlWhtM5OWazCh4oCFSlookBGSHt8OFEz8vXGm4Cdd3Z67nTcsaw2Rm/nLtKwEbQjK4nSHthW6bai9WZ9vKD/FZGmCnjtXBgx4iRdG9aXHT9/uuHTZcOljhUpHu4nOFejxEqdC2vVDwFgJYEKSFNBjVBrTxUw8DB/8MuUuB8LaQRooTwGq4TZFi233QpktxP2NMNshns6/0VTVHAxO492ZNAxOGwxITBSAjOMWmQ8CwchmgbTc5a9YPfUTiPQVlQi/w6Uu13zBWi2kVdaufqtS8xnFdw71Rhjk07E9RSYtHQOMak57aIgNPopVW9DAGtB0NOfu3XDvfGKuyx4lRWrdA6Inrpej/aA9E477ePYCUDesXko99YWZddb6DxKSc3JtjZGAlyqXKQYUIDJoHfdA6BHBnwlvteizbkuZdCB8JJIlRWX0PlYSu/C6hofnm7xny9lj6Zwl6INuLwVPOBVPhV7Kpn1f1upsWJtXrmyV7A7jLn3iAEl40qiFQFXLWetAK61AbVhqy3SEDdKXIiqHVOFFWhg6SFUL831UHy8rgJ6UfDxct3wh59e8WnRbrxD6sPSaJkI2biXT3s6I7Qz4sAKpnYqcW1FKACVW3Bt0NMvOd21y6ICbU5aRpq3gefRj+tzS/lekEkeP6/wDHx49MY5I4BYakeJxM3ASz6UVEthAUAGRkDQWVynBtCycK+WWQ3kVpJoXeBzspQGBmEpHHP/ui3YIwqk5cfRkDCHzQ3YBp5ygDakagycF70u973i677i1/0F17LjWjb8XH6O7RsTKgSvsuCzXPBr+4TTPrD94AGuE4C8Y8tpF3VaJVQ8tT39GAkAYNUolJhxxvk4CAVGpKISGjNoFTTjdginsl4gOrlG5MOiHlmpM6pdplW4g4/VShELSbSC99y8EirH7/eS0RrKnLzrCtnl07NzjJT7ktU7Ox/FQVEtjK1VK/k1vkUVNI9osPYgiZ2kFIXn+yO9UARlkeDAXIr9q3tEHwDgzoJimuDFKmHWynps43Y0IuXW2MqbigNJAyEoBkAUZDmvRHfKwzWeUz9+3NWuV60MWfQkJBdihLf1/JtGPbpOh082RuKlNSUkSq/SgZQIgGrAxEu9gyOCTnb1aEvilPi15QrgxYDrRSCL8mIATXs0MQVcuxG0UmwsU/f05bZXjQLxk+iHT4eniUjievfa8PQPmh5UNdkFn/cLPtUrfmsv+FyveKFNpeKL6oF85it+5U/4HZ8A5LSPaycAecf2dV9Nq6Ba749iaQgjYDbqVQzhcbsTkKpOvFbGXguo9WqSbNVSM2wljs6j8LC7g45aeRAYqw8aHxwgwgmQ16pRj0yGBIAGbQUfERCpSWiNoh383krodvBeFHzs6qDIX+PczR9wXz3Xok73uuwBkAAV86pcE7kVaEtRAbALQ6iEDkrwYdzBB+ARYBEs647ruutcVAUfF6vIcAugZWm1nBJq0iuSMj3XpdyZDSiI8XeKNeVDT60VGiXZ9bX3xFlJrw+DtBSXC17Lir1UtM0iXrP6qadPfDojXHMc9ejl2B42MPDBChTFty/2GU3AwyTbaaMQ/kLiiUiRqJbhFwZ9arhcNwOWnmrq4ONrW3E3efTf3V5w2xe8bgturyvaXsCviwJZwJRb07lSosGQp9pkIKISU29Y1wjcjCjeKr7sF/zO+E6udrpJxYto1ctnvuLX9oI/23/BaR/XThLqae/WvD/HDD7EwYeLJ/kKjqA59CLGQLWHMvS7xVb8XikB9FLE2ZSsqT97OelilRiLcT0cdPjrpe6p4kW3yXl5b5keq1HrUXJj7dHS5dIXbFwj8qNls+YgWwcf1GjgERD0vfg/54eY5ehKaI6UisXas5eFtTmdr9yJMCACQJ2R6Vo4L2ZZOgdmOajwydUQ2XJTPiKokFui6OarwkxxPaJPTt5Hei1ecUFKylyogUX5NT7313UPHZK2l+BfjFyOKeWAlIKxiEhEBhL4II+G2BhhQDMLnAEWTYmIBxR43K3k2YGBz7dxRPia0l7XHS+XTVNetWmErTRtuCcUQOB1X/H5dsHrfcW2VbSvi/Wn6QTcwU+QYJx9TxNJCon4B9DzspLg1lRbZGtaBnzjBb+2FxRSGX0HIK+84ld+wV+eKZiPbScAOe29mgslOakyp1xcbRLzytWf+qZf4Ss6NtVNF+7KPWOiq+pBRYnLqzvfI6czIv1CvcrFgYeDEE+7zIRMj3q4WJS/ekv4275EpYarVMpO6ji2or1F9nTeBeYYEVUZzFrZM/T/cAdtq/ur7BGWL9WUTKOznFnMra2EqxjxlFEXqwBKpFM/T9cxn5Vqj8wBH6NHqLwCyDkXYiEEsfRIj3jM4IpNE0PTYCs1ZX3yGtfJ01EhTufnGeJsyQkn/kc4XIKCQQcfcSII8DH0cnF2L/c0DgmpwquJf5WdQJuqi/Y+REpeHSuyWMHHdcPfut7xB5dX/FzvAbYaEVhW3HlR8HG/4MvrBdtt0Yqa16IARxCkUu+Ye+gwaP453R+RstJIT2vWV8cE0G5c8bWtqPQCloJXAyA3XvFre8Gv+8vTe+K00967nQDkHdusbqoS6mTOuEREwCMBEdL2JV3wFiQAzNZq6HP4MbyaJquo9qZvx3wPJ5p65GOhXgLpTnB1YFI4oh+grpHQrGLg1paIfHzeLvi6rbhtC768XpR0uhXIrYD2gvKV1FHtBkDQV6e86By1S0/BZMu8FKBrQTjXZLuoF2rmkKX1ZmO+0pdFgIVRrg11bbjaKvxSm6V4POo0Ao6hb49QEIkzEVXnHUDhaZVNwQUBejlxv04yHIeD+8DYxUu5tTeK90Dpsv16j1BVHRgtCcLIc5jTXVYh5NoX6sgJlKpo4n5yoGzbUf65acTDNVYciAxNEKtVHlkPIvnUUD/t+OXnV/zxT1/xJ59+wz/38jv8VO4oJNodl2qQt79sKz6/XnD/sgK3ivJaUF/1OFxtvw4+PPLhERcHZoRRo8QrYYrEtUHxk6YQvXttK5bC+N3+CZtU/EbXAKk3XvB5v+LP72cE5MOanCmYE4C8U/v5esfmpbbiD3qKh1ysRPOrwJq4OQhR0p8u2pJ41+S0MsBxc2GvLCbmmhK5ysVX2jmy4AqQzyy2geozeKO4277gdV9w2/TfvlXwvQIbge6lh+g3D9MjVrGyqiNoy3gOc3TA00UAek8VB1ZLG1RWnWODBEC84iHUOg/SOnOko0dARjl9F5J71nTPrw1g19BA4XztGhMK6f4K+XxWBUNtwQ1aAXNrC77sF9zaEoqgHuESAqQ0VcR1kGDRNYpXm1e2qEyxn8nvyXTN/b7NAMRP05VEd7uOuwEbTy15tZEJ4LWfGHJhwHRWXl602uiPr1/wz1y+4I+XL3gpG5qVv4L12m7W4Xffvc9N73hMDG12Z8GVuL4eb/JyY5t8KZIUgCXOUcVzKDyNX8/Nes74/dbl83US77zg1+2KP7/99PTan3bae7cTgLxTC5lojJGQB/Nnvj8E04Pc8/TSSvBOm+fpU3h8Bh+l+E48baHfYSHlJLozn/gOHMl0LYUcHDId8yA8UnC3Tq23bVHSrYMPBx43jXzUuzmRhiAqiljWYkGPHEwgS0d1DIqKFr5iKQxZOlGWs/N08/mz4wp6BKVRwV4qFjSbt15WnGX0XUzO02s96gR4hMOvi5tqiIzjdyEtcMEGqK6Lnc9eCu60gM35aRfYBV/3Fbd9ifHVypC1RS8arhKN5GTzMEc/d/gUO+BIKYg0RQpykSTZhYZ9xOow+fIQ+SKYsqw1Pvx5R702rGvDTy83/HzZ8CeffsMfX77gj5Yv+Fv1FSs1NBBusuCrdcUFEFVOHimMap4yDkvHZoNx4m3qBJzBZ68f9ms0Rn6iGib+Tvr9oFyQgi/7is/bFb/erjjtA9sZATntPZp3Ss2NyuJeziQ5pxokZxsPWcCUJUUrTip1vQmzB+VUGnuYcKHoMQP01X3u7QJYyWPrq7yVKMSqUIAqHaw0lN4iPa3Kv2yrEgXvC9qmfT/oVlA29MjHHRH9IM9ULMmBxYkZKZCt9NIiD4XLEAFxc46Lg6taOdJWWXGVXZAL0IZou7aFz3PDlaIiSDuiEm77EiXVLqPv8yhFJ0mkgw82DY78/BK27sXSu9ASFewWxWAuGgkCsHqayfr57Cbjn6/fujQswmimi8JCIfbWiqaHwJqi6JEC9PRMjgxYNYt3Rfaom1S9CUS65Hv0TzGgQYvEnDrPg6+mLvvS8NMvN/x03fBp3fBHL1/xy3LDP//yl/jj9Qv+sH7FT9ZRdpOKn8odr3VVvZmqnCVCH6tUaLkzNMIiq1haTaKCTEQGgEXFP+tRjgemcLr/mFUPxLdfDSlr+kWB6Oftit/dr/j8ejHAf9qHtB/80p4A5J0aR6M5f+Al7+qgI/LvfUVGebscCdkLhAVtR1rB5X1a+W4Ru2tURTWapqVts8bEEbmykIBNAIpdCMtYfgwFBHdeok16VLxkpdNWurNKzb8e9BeOsheWspLgWRRI4Q4QoAABAlzKrsAMClJ0/MDeBK240FtJ4KMMkQkn93rPmtI03bFbdVCPgJRw8j5HtQjYwjdUOKJdQV4Fa9O8GLfxJAbSZ69WaoVCLXfngoVmUS7GxsbdkSxDXkDUTFGXoIAB4Kr3TNxKR07X0hLelJCAcKgi0H5CXjHj+/D9FKtwyZfOxL3koiTf5dJwXXd8Wjf8crnhD9ZX/be84pf6imvZsNKOTcZHXUjSV8aytt7riBS8SrH2Aosp/F5ap714eTtTP6+a/mZYhnsgiLckw2nurUTPn71oakijYgoG96Yk68tlx2mnfUQ7Acg7taPyWAIsqqArsoheuBqor96AlJqxVy/XnUsMg0RH0bVUiMAoIOKH9M8scNXJlWWIKOxccKllyH9r9UuJB/DdyKdebtsrJuaTBrI+g4fGXQqbK0JG/QhczSDJ+3AU6p/7q3fiJRIUU5qNaqHWm68BzpPR4TYmePfenUsow87z5HPIUP0VErJIiQ07tus1t7GXlJLz88zXg6C3RhNCE434LEJBfFyoYS1+DoSS58W4QdqB1hR0F9Zbq5Cm0ASjBkhSAdXuv9qYMAMQTnoeMcgUQOhEaVgkRQEIVgEtWmV0WXqV0bXs+FTuWK26p4LBUO7Hq6zYpNr9pvLsL8uO7bKhfSrYF+0r46RiemkoqzZSXFdv/Fe0VHevMXYqNs8kCgiLQhXxaiB4+gxxfZxr5Q0kK/u8qBaLNyU86qJ72sexk4R62rs1L82slcFkfV6EwK7xQakUV5LjdUeRQYg7zbzkDKdA1kZev68+SR/sXDnC+M776NwOX6l35r//XEiwNnUal7KHE99Zt7m3qk7SOvv2qoyuI5HD5trjRsETWWQEQEik8+olstBweWVVb3Xlz2iKN5YKO5F0YT2vvXa5dI9Y+M+tUijR+nS7s9WoAwBUEFzcLZW7opNhfX5AKigmxq3J5potXHoFU25579uUIqFQW0sHVVurwYPQc2PTAtGJqwYu71yDx2JV20nxViuL2CJTrj0TujM+z4ugLqquWiv3rr8GynK0ShYV88qROnGORaRzoODD9pcl/rOxFGyoAT5uvOKVVwDAtez4o8sXXMqOXy43/PZyxddtxeu24H5fQCS4XlRAzrsmO3n0t9cr7kWwb1mojqK0WCcQKaozLhScNB48LiFs1lhysQtUTVOnHvXfOe20D2InAHmn5o4K5mQA9Pw0a4RiWE1G9EA6sJgJlMCQvhgajBn48MqZrD+hx34kdYa6Z+JYOCETAPZScCkNeymdK2KRDt/WH+z9OIh0UI54OIdVFh+fT5SCDq7QfP6qq+eyqGNeKmMtbBLpWi68JhBVrJrD+SwKJLqOg5NGXZm1torGHOmamNZwNvpeUz+qMFsNHMwZIwcl8GtttpgTLyTYqaAUF7lSHojY9fB7I1bfRoj0KAyRAcLSUKhzTjw15JGarVWL1hQAvRIogyCQgEtRNVIDFVQ18kHGmalWqu0S95K1Mjw65WMd0kgI8EHGJSkWWSmmO5PBR7PoUAOhwEuO9VoBULl/A5a/LHd8bSt+WW/4sl/w1XRBAATwWK2SqxmTeakNeyugQhBLrY3l6aI3p6mnBr3JAJyDt3LwN+NWSKLy6rTTPqqdAOSdWk5bFO+Wag6OqGho3n1gcsgPVRuzEYbP3e89NBnzzWksMfWx5Z/ZQv7Rrdc+966jToicv+vm/Vl2Kj2P7ryWHKK3BXUO5wtpyF57gxj4uDQs6451aeFkrsseHXmzJDwAXCw6sBJjK+rMHIDsXPFKS0Rr7iTYzCl5hMRX+70bcQcFACDCod3hTimroAK9w60AqgOCEiWbTSiuP+sO7do48FFo04SAVqA6agK0voIv0ONmsbRC2ldmcXl+k3T36+TjbLZqbw0KfA2kUOlpFwcfJaIwHPsg8rb1fmAJwqeeiIKO3AOnVsa6thB50xRM69E20ciHm3eVXamBibCi9dLcpeK2qu7G5/2C39ZrL4u1dNwunaA7pz4l3W9I56QgJK6azkeaC4+AuTqtXwe93hx9efx+Ou20j2YnAHmn5mHxcPwGRnT1aw/FVF4rrgVCtsHk5wdyqq9CcxfUvK05gUJdd8IjG3cAFwDuwnP65e6S8ezOS797b70iYE5HuDkps3gVBXVJebHxaIv6NEfekXYRyEWAhUEXxuW647Lu+HTZcF20E+9L3Uwp0yMgnZwJIITSXB7eq3Q2Kbi0FXcjzEbL9VZ6yaWrtXY0F6CRiJRfEaDBIgZFV8BHc8FCqCQB5MiIrs7PGMtzEZVNWr3CKEW3WSqnLJsDjVEXBYVxxY61drVWP0et1lEujO+jkYBI9+98j0fw8ejEqYjpzwBUWTU4puiApt/0HljXHS/rjp9WlVp/qVuAp11U4rwSg1N5dyVtiKjXlVEToN6k4nVZ8YUv+NrWQf5/54ovu0W7uOC+L9i2Cm4mgpc4P6AepYm/lWoNGpcOPlZTDfbo21otAufpJBvnba0nAPnI9oNn2E4A8k7NiYYDCJnNOAQewhY+QBMPO/bvYiR4DhGH3tDOx+KaE8XSJ26hgSFeDTJWegDd0TgocT5G3kdeLZciYCM4CrvmBgWBNuRHgjvQf37Q/kjOvQlhofGzdepT4wAErFUlYOBOveQ4Ry8i7eLRD+tfonzNAmZRAJIrPSzlJNI78+ZXQNNURRS4NLsWHQymSyl6wQb9L1Gw08daVDrf7qVKncvj15uTTL6nnXbn5RSGiKrnShErFRYQJJoUDqq6lgLy9gGP95Q5bHPk+bseOarWVyd3Uo6+Q8ShqzFbMdn/I1uBiMBUKJn1a7ugsJVQWxXUfV9wv1fs92VofAggSo4lVf2AXE9FOyJ7vyQHH85BeqlbRODcdmlY09/BaR/M5CShngDkA9i3eogMHBC3b6VhgN4O3X+X8vA5jcAy9lTJ0ZTQj+AS2wjMOcdY+vbqCPu4p4xQF8cSAq+sKZbN4vfhW+j4D1sQ/Th4GUtSdyrYSR1pkYIVQEngw7Uaigg2VCvjFNxTiOgZEAzuh3NnxEtmveLEuRo9mtUsuuDRpZUkVu8oeOCYAEgALR0zxtBV76FSAAAgAElEQVTHAh/KdE9kJdiLOcLgGkGv3Z0W7FaS04z0mkGdA8Q+Hv19E4rr7KmoXtaLHjEoHXwMc+IpCnfedeyxs1ijuWvZtQJmSqN5xKOiRxeGJoDEKCBN0Riw3CylczPS8dYqbruBj9eqfYdaBlFG1gaHZkkhDq5KTrs4+LhY7x0HH5/qFkPap/Tkaad9NDsByDs1XxHOxMVjNdRvgA9KpL+8qQMQAx9kMtOl9lx2SStzwNJCEwekpdC9Oz5d/U5heBtHEYpIiMu9ezrgsrSo7gCAthTwUiA3WBkxNKKQF44C0zrRyEOrFXc7dC086JhEqXDZAdbVME9db6NhnnVVVYJt5wioL7KKFucD2H7Fz1tM/M1SJ56uUKdNRtQkkEUoWAglkXrd+Y/zZ7Lp4rAtKY2i3zPMmo6p5CRShlYqp2Z1KQUVZGIisDSgWBrIuCGc+DlxnuaBW+vvOxDr48nkTXgEh+QB1Hiqz6NBUfkypad8zG6b1Ih6FEutRRQkRUO0PFcVY5sUFcPjan2IFnzZLvj19YrXrxfI12oCeB750H+oEn9bREqU9eofBR498nFddqyl4VIaflru+GQpwE/lHmO6teWwe/JpH8jOCMhp79WegRAAXYMiLyDTw3/c2F+niIe/N/CRSYXO5O/Otu8ur84j2uFOMxEy+1gf/wpZlJdSk4Pxn4kqqGkJqJs6up6PB1HvjJ7P3aqAxFqjb02rQXLqxF07E5soWcNG3ZH1hm75tZ/f4TPFjulAxgW+lPsxRkI0bTF8VYGC/TKntIY5HLgf3dnnMYmQFjRFyqxfo6zTkiuY8qvbUhgiDbunboqg8WMK6GEcORo0WaT1hMDc72EiGuYkN+u7t4qFapSC32jpIKMYqIKYJoi+XmhHwdiP6DNfsVlV0I0XfG0XfG7KB/ltu+LLtuK+LdjvVbstW/SjpyY19YIqoEU1SkrppcJLbVrx5ACKesl3/LOIG9DB4LMqmdNO+wh2ApB3alpNgVgt55yD6wwMDsCNpJNQpwjHyPvoyqfFSikpSbAfPRi1fHaMfrigElsqpofeEataoP/cV7n+oJZhtctCWAvjVrIGAyCLV4BYWqBhKH/s54+IeCgA6WWUrsewy4Y719Ao8bLcHNa/tcW6x2qX3q1V3Lni1lTBcmu1y5a3ovoYu2lkxHwxUAgsDCwFBRzVH7msOSuk+ljz/PrvmO14u1XfHFU8kUYyWuvKnJsByVqsfFgLWZ5WNi3UwChYFgVo17rjS7mgFu3Tc8fSFWsFgz6JCHoTP+PtBPAg7Q/Dtm3ciqSS/6p3o9tHh2LjpKxFeRSFGGvpPW9Wavip3vBCG17Khp/KzYDIjkpsDeoWvEJFyl55xe/2F/y6veAv7p/wdV/xdVvxu88vuH9dIV8X1FftO6RtBMjAh/6tYBGUlVFqQ62dgFvL82iNc3BybyR+WFKc9iHtB8eXJwB5p9YjCGP8Y1AmlVQVA82vQ6hXtwz/xtJQZ/N7NUIx7YlZU0Idna7kWTBEQjLwECDAR/RLMRBSolSRBiJndU5C4a7zQAD7A9sqOrQnjZ6fuPYCFJwBGIWsYqLUGbZWkqPraRTXKMGikZC1tCCRMhSouFqra5y45LpLxkf1SyOIO6wMiticF3up7OM1dr7IHN3Ic+zRDAcfIQp26OQRhGQ2DQ+PkHjDPE27jDLtj46zg7GFegorND4EYK593BMPJgvihY6LSNyv/Y6w82XtJ+TgLFXYaiRj0ahMJTFFVy2zvZYtwMcL6b+aK2CIsYmmYG684mtb8Xm/4rf9it/uV3y+a/8hBx/lVVMv2jFXOR8MUmKxh9tsvksikDro1emnAUQCiDTlhhrpvT1pl5z28cz/JH9kOwHIBzDPtwN4TG8AUd6ozsA7tPV8NWDgBN25ueKoRz5yHr4fV0PlgIIa5W6MlQtNesQjN84LHoBFJDz14Mf2SpiawQfGVX+hTkrlplEElq5WMmQNQkXTx4YhPcFcsLcUXaj6urCG8rU81co8DXz4q2uceAfb3SIRPPStUafrBF2BwLsRO9PWAYdHrpoBu+zI8txHNckEPnizSEu0uackZW4ArVAcx8nBeY5BStIsBxyEo1X8pbaojqmpr07YlCKySUD0TlHGZkRl8j0k0CiK76cDRqDxeCxPXbgU+0otwMdKLcBHAZtK6oJXWfGFr/jSLvitXfHbdsXn7YLfbhe83lfcXg18fC2oN0K9KSAiUTBaSEaAOf/9CYHFhMyMN7Oaau5CCjb8Hl8t7XdjLVs/IhufdtpHsROAvFPz6EF+//AzjQ2wAOBB03vYaQ/nA04M7FGPGXwAiGhGa0gkyj6OXvFAg8P3kuBY0Yq3xVWtCE+9LMTh0GaCrcqZ27HWhtZ0vFzU4Q8pCEK0So8SyXwuOfydOB27SWQr/0J/3rngta3RxyOUUF2enSmBDxrBQFwai3pYvxCdF5cot863RTvhsimRDsDOZeD3qlU9rkmxk6Z6LNoQgIcsPFVMF2WRByCXjUEP0uZus1NkAx66LzE+iJadeipGhcymUnCPgqT76wHk2r0iPpfoYLkTbhV4ZA6FplYqijDusqCA0aAaNB792KTiM1/xK7/g/9r+AP/k9gv+39vP+H++/ozfXq/48uWK/VaB14rld1U7LW+EYoUqUqERLMdGjSB7AW8Sf3vRyZa962+FFMbXbcVee2ptr2WQxP+yr/i8qTz8aR/YzgjIae/dZiCi7/XJPlYT+GuPUsxgoa/CH3PQTno9+j2AiIbk3z8jIGZRLlTEqtcrHDL4yF1j4Yrg0LC1O8/iGhQswMLq6Br11ailHxx8ZJ2JfE6ZbwK4/kMNxwAg0i0OPu6edjGdk9Y6B2PmYQiNfU7GiewRkAiLHG2WUloBPnZL83gfFgcfnmkQayYofbd+7nPUwY1VAAY5FePEW/88VwQ5CPHryBZxIypoIo/3VOIghXgX9e0EGDrPIipqCLJYD5xpn95P6AtfgtPBtWAr1YioKyoxChivcsEXvuAv95/wF9sn/OX2gr+8v+B3X19wuy3YXxfgVizyASWeMqLJoSwArwjBu4hkbQVMgh3691UrQyzyodVmVjHkHZL9XiuEQnrvvLZVhe7aGQE57ePaCUDeqY3k0qMoBSWQIcPq0h3OnC4ZlC6ZpmMcjaEDifh5iqLkzwN4eOidNPROGMeW0y+X0jQNYCmBnQTE1geFC6SwdZr10zYH7ytPc3xzSsl7pMygLIt+uQaHO+LI10+Rj22v1oSuq57yXsboh14SHZJfI0r/JsvAKEcnuoiXNb3jAmGkpoM0RD7e4jL2CEgnSPoxOX8/eAhJHM6EuVxm33v4uDBeyMpbM7VGZHL+QHRcjvPvkTYfrgq4Abxb+srn0UAUNwLXLnK3S8GdF3xta4zPIyKbVPxU7ljLjhfaI620ScVv7QW/tSt+3V409XK/4Pa6YntdgNeC8qppl7L1aI0sAFcx4AHw0jkpxARpgNyVy9FIexPVCqBqubOnY/w+cNG9i7QAuhtXbMYpOu2DmpwckBOAvFNTaW9GKTDhKQyAI79646tixE1n5IeTsH1mtVJPJ2Qpb+AxMtLLfMdyz1jNu/OV/js3Ag1/garoqekX10i41D054BZqnKG7sS9opSSHTb0k1UP1GEFHLun0ZmYOfByYefrBV/ViTs7Fy1RWnrTiZdeKF2FC27XipUcjKNIsc5XRIO42zUMGin581/5wLk0HiXNkwTgm6X282r/oyGoy7q0wSkqjeG+YeE8CSHkQJjsSM/PoB3OXi/dbIIZUpEfrXFumKLHCQRVvFbgX5Vs4APEUUi1opWIj4LWuMR4Wwmtd8GL3zVqaApOy4lr2ECoDgJss+NIu+IvtJ/zZ7Sf8xesn/Pb1iu3LCnqtqJ+Lpl3upFVVBeAF4Ktoc0MDIUP5umikRBgQUXG7snbVV+dKiXAAXAAhjOdzd9sX3PcFeys9jXPax7Mf/NKeAOSdmlYGFDCcuAl77aDD33sfDi9tnfuthGiWEO5NVT63llfCHCAkK2rm9AqAY8VV/0AeORkCCfwxgybAhaNUFtxXhgxCqQI0YC0NrRTsQZIVq/iR7utpbEk/OHognX8fLguBiSKI4qv9rZnwWKu47zXIn/vu0QglnObIBwURFF1ZltABUp4uypGs/mt34kE8DfAxzTM9+fnwegDCKgd/343nUhvWKYLhDemaXZu5Pw/Dqk/NcZJoSijSCq52mu8L0kG49LqXeQ/S/qaZQo2AZq8ROUNEfdhKqcs+lmqzFCylRVuAJtqgrqEEGfVLu+Bz0wZ0X7YLvtxX3G8rcC+gG3XOh6mjq+CYBKE3Sm8T+PBXIgMhzTsEF+UogY3U7B2gGVI1qlaqAF5RJUpoVqG6Uw31tI9pJwB5pxY8AS4Q6p3mjlItLv98pKuRV7rtoZGZlti61shAPE2rYN14TIPo6GjI6Wf+gW0IOFiwyEROB/j4XH+jUjPl0TqAJ1dLFQMautrsHJeSJLCPbCB3AkMkwM/RIx+bOTwlVzrhtIZDnFMhA+cCqaMwjZ95RiKPJ89vjnbM6S4/zyg3zkAv7T/MIlNSgLYX7MU4HQJIpbhPhFTJNa6F9CRMvkYOPCoZ+dPSBmxjjcqsPCcegUoaM0Q+h+q4MYMPoHc9TqcnAo1EFQlxMVdwZWkoECtzNQ6PNaj7yhf8tl/w265kz9ttRbtVTbvcCeWu4IMYYJWK1bRLiQzicX8lSxPB8Ia0AhCDW09leWrK5yn+wfRNWk/rnfaB7YyAnPYeTbivoPXnMYrQJaslFBi142YLAJJlnnWVP/41LFaKal1BwNwd31zNko2yhwiH4fF2PDihDCLmBmOzOmmblvahF1J7FMQddd6vf/60cV8yl5P3yIP3i7ltpvlhlSfivIc9AQ9PFTCek03dIvqTpivGL5rWGTg5/r1HJVldlRuqSWmvoex3ACEEbjqz21a7Xos0ve7VQd9j1CODQ0ArhKI5nZlX6TCncuS5EshVX4uTiBOm8mhHHnIFsAhkYdBiaRsHjwAaa4ded+aqH6NS6j7ei3U8BoDXtuDLflG9j9eL8j5uBfWVsHwhJZ42G8aauB4k2vCQoZ2AHRyZ1gxfND2j6bXxWmfzyFtU7hjw3ZxXtFe0vQKX/fHLp532AewEIO/VYnXtUYYxPYIJjLig11pbpDRyx1lXwMx5aLY+KQBjk6682seQAIUbJV7Iw2fy4FSchOg6IF5u6g4jGocl75mrL2I3FvlZUm8Xj5A4CPMH/QwLZt9Q0txl2fOWgIBwd6qq84G+wgeGChR3QkMKJs59HIcr3EruKMwUOhgx1kjL4P+XiQ0lzoUYrZU0Z9SjCRhTMkfmfJA96aGoCix1VdYg4yZStEWtOni2LsHW6RhVo0bk/A936rmkmnyeTMvFFV3R739PtznBuUBwawte9wVfXOvjVkH3grIp8CCLfqh2fbpehvOIrfOy/S2S+H1qk7sIqHIX9PNWBhapmXk+3jfJox/7XsD7GQH5yPYd66EPbScAeefm4fi88p9dqqY4tJvqQtp/YnYmGmIXazCmJYEsvhKuaKwPfhEZgYSnA+JYY078iCAZPybdkMzDeNZkzNMvz7r/ahNTc5b2u9wAbO6tMatROmg5StW44uhAAG3UUwVZgMqdUrJH8DFHJPT7Lls+C3HNBN74mq3AR35NDy9F5IOAmfAbXBDbD5MCLeV9KAh9qwYjA0GvhNlMin4PgGacmBTBIVM+zb1SeimqltdiJTBZwqqRghE8nofOUU+ftb0CqBE96i0LJDrpOshlG+/9XsGvBj7uI2/n8RrhEbGmdFfPhsrYQ8mPX3tXXJrutUj1eSk3m4T/aad9UDsByHs1c0jkD2kuAImSJ0tPI8ycDncaR30+NCqiP18AI6N2QuFuD0NmUvIrF4jrvLsDBaUSWIwrdckPdntAp9QRzw92s54KUXlqr4LxSIf4uaXvF3M6zmfwyE/mu/gDP9I8BlA8MsRC2CIFUka10Xs1jgIFMSJSLlOK6QF8zJdSEA66B5jG6/bU3LFnAJK6sg4ckDSO4ViSdUV65CA/HTSypJyQcex6T8WqnQvuVhXEKYXUwYegLNagbWm4rnuAREAjcESCvTLaUtAWATcKEBPnwqQlujLOm6d7eEu9d/xaFAFWDlDg8+PVNrRRNMj1ihfX/ZCcSkkRRoGCqWFWEj/HmzfWylgXbUi3GgjJPCa/l7dWIvohjYAzAvKx7YyAnPYeTdjLTaEPYYtKZJIim1MOB+0rVhTs/LzZWCEBipI5veW6pmW0j4WGzAua6WUC0GhApB98kAdpguB9pHOJcXeFTxYte/Ub1Al6Dj68/8rWqpUMd7BFJGAI6hRRGTkgGlvPDnXmNvhYs9w5c4HsRR2Dcz0Gdc/pQmXgkcHAQaQqW+ilTPM2HyfL2g/bkQzbPQNAIp0a6+qsXprrlVBAT805OCuQSIs58PBUld9vruUR9B/SiEApCj6WyrgsLdKDAIzD0aN2Yh5eiFJJt4EOdtBZIyrHpkYagGI3UEFQzY6r9m+JfkgG3kiob7OKEq8lAQ8HIQnISXEVmzSfD5EmGcDWmjriDn9/6H+PwbM6aiZ42sexo2jaD2bfBCBE9A8B/EMAWP/kD//aB3Tad5qH3e0NFcJDaBodiOy2sizQ1uVLIRSRQeFz7sBZ0KMB1aMNwpYi0C0gGnVByWmZb/AThjQIRj0K8UZvC4A9WtAD6ujuvJizK6qVYCqkLoRFpEJkuqJ++687n1/+3TyHzRQ3uRV1cH9Vx5CiIyB3zhZ1cAoBWTHxUSTjyOjgZ8HT7R/Uc0EJOCAIpBtSakq6VsUsjubf7dyPTDyl4GuUIlgWDvDxsrhTVu5OLZ3MKtBmgRDV3fC5EYGlZRQ08N5P2sEhbfqv7GNUQ6gokTVVoUQqqmjUh4U0PSj9u1xVcj20P+KaTDcCQTkj1BsAlqL32aU2jcRN/Y32xPfxyN1pp/0I9k0AIiJ/CuBPAeDTv/gvnH8Zf1PMQsu6WlKtBs+tz4TUaIJl5ZELuiMBkmZDInZ6xMSNgCFf7boQ+kbA5L0uMichr8ylP5TdUqTEgdJ9X2Isl7IMUYusQNqEoirF8/1Az/Vr1GaM8BTQsNIkkqFBbjaPtjRTHI1j5FWLoJNNjyIfRzZwQCTNiwxgJDrHzoES/10AFUBmdDKDlvn4ft3c2VmUzCuqhCwKQibzzs7VKQ9aMn6YZqmXrVWtqmkVspfe82fR+7NYKuLTZcPLsuOXyw0vdQsdkXvT61+NE8RctAqrFW2nIoRoXif6+6HLrkWkqHWCaH6Vu0VlrKz2gatjIAMgtItE9IQXWA8dAyrQ40iazvj+IsAqKCtjXRsuy45Plw0/r/dIBWb+TAbfz9KQp31M+9Gx5pmCea9moWN1P1b4SqoiyWCUYk4dIwgpKVKwQBuOZZmjodrkCfcgyHNcUAprxYaIym3Dpc8fIyAD+Bgcbg89K89k0ZRHKYOypgjhZimXfdDjSOkjB2AknTjq/0xczGHUM26FOwdXg20Tl0a/nIDHXIo8P1UyaEjn/hSkxHyZhsq8++AfkP0/RZwSsHsYU1qZ988eU2L+GmqdFgURETSmh5W6R6FUEdbk4QMX9YqPYhVJS2Fc646fljte6hZdYAvJEBHYHWAAkL2OeEHQyb+eCmuaOkmq8ZmygdLsHhd0+fQZ4FlqzVMyKBP4OMqe2TX2UlxaGKX2NNNqFWiXsod2ym4U3xwNGZRtv+MeOe2092wnAHnv5hEQ1tivPcbRrLV8rYz7rtGLxt2pz+WJR+WVGYC8BdQjv++gg/QbHo0ZN3bg0QmoWaGUDYSwADvVGKcDkKxA6vLnOfoh4t5H+R3NjrVYGmopHI75gfeSzrtzUY7mG7aiNoeXszjUgUH+3QP4KGPEIzua7rjfDscT+XXP6a80zgx0MvAgBAnzAYzMp4vuFBser2fvZkxBYu06LABM56MujLowLuuOT+uOT+uGT8uGv7Xc8KluqlrKNTQ6FqvYakIohXHfFz1GM+JztgQ+ymY/s00p9wiIb1sEyllyGXWfu4hs9CkREx/jFYBxRyin4Bx0QMGJRj8YZWEsC+O67qFts0yl7wsadtQA9J5GlPlanvZx7Qe/xicAea+WnVakW6CrNwIY3sW060cQkMLpEqvYufT0KEviDnkmi2ZJdv+yR0H6TtISdAIfroCZm6/puRDYHOtuCq0tEUHD2Zkz8EqEYiRKX7k3JhBpE7vFHvIz2PoecTKfX5/jcHJz+sXHEoAjLoFubPyAAAGpFNmd4exf3xrPU0tAh+L1MerkQ3zcN4EZIOqk5kEQLa73mFaLlAspZ8J5H3VhrOuOy9JwXXZ8Wja8LJs65tJUHt3uwVup4KrX/VqbHZfRKhv52iJsw4ANOJg2BzXE9XGSMFcJkVICPI8Yk+DgWXJqxlMyVaLjbW+h2O9pjZbodrnKZzXeh6ateldh4DjCmMuvT/v4dqZgTnufdkReCP6F/cjkjdSjVJGTo89iSM+iAUAXmfKURle5zH1J5jwBECvzIfz/DHx0MDSckkUuHHTsVnrJQtGqXbdTxw9y+e8CNi4IkYT89lJ44IEsQ/hCbbcS3bz6n+c4OAcyPkQkBz/IQ/Yj8OiVFNN8UGdzvPlcSuMJsmqOOGVw4JGWYqJdeDuq4nPJTD2dJV1SndlKX33aqEdB8ripKBAl0jJUd8aXZce17nipm0Y+SMHHSg0bKgoxVmLsFgHx6MBSGVuz80nH7oNOrxYECzBifw9EFPwN/3qONoUVn1NEz5dIvQAKSjz1RegS+EVAF0ZdG9bVwEfhiHwsE3lXd6Xv59YClO+V0077oHYCkPdqWZ8oO0Dzd8IaBSExUSmufaUNdRjtwPHnB2TWJ8jkVHfwIqa7YByBIXWA9AB1/OEPceqr/tzp0zkrfnp+7Kiq8DJY77vSSixnyRw9C8G01DRC4h1x3UlaGmYmo+YxeLTFtS1c0fOw70cGI4CF6QG40yq6Ko5ohJ8vaR8UuOMpXQ8iX0v9oc/9dLn7+DPgk36MUAoliS7A+T4YTkXSMYTQmv3MXc3UFU0D6PjYrUQ10nFwkKllqAo+tOrlpW4BQHJ3WgDRcNC5SEvhIEzXwmjFSqdLSnQJaeqD9L7XvBsgLCMfpCCqaST//UCvjWSH720OinTCauRlqEc8HEwWgFZGuTRcrzte1h3XZcfLsuFi3I+59YGmFvU+bOJKrel+KFO1zmkfz37wy3sCkPdqM+fCnUFerAv0QxMpk7Ra1Rx9b17ngOYoLNxD76NzjOhApGHQH+AJ6OgX0B3UgflYgyCK0RmG6NjQ9G36vnRVhu5MU1TB5kgrYvTrTkwNDooN3NM3ce4m7a3ORlfSlKIg8SSxlXCsmF07onTp8Rw1oOJden0MMxjqqR9K5+CpmkMwIvk9EiAYo01d/rxjlpxq8Xl8Cj78/srnfwA+arVmgCQRDXCZdxZCIwWxN15U1GxSu+19jTSSInaK2gOJFDjspOJhBGtgZ3iBqdM8LC0EG3aOXoXGh8+9XTOUBCTjw7StRz+qEk+70mkvub2UHZfSsFhTRZaSIh9WiZYiIdXviQxYTzvtA9oJQN6pDSTCKc0xm68S3R130qZWjQCwfL9tP+3iGQB56OviBwvwkQfsrw4Q1OuN6p/d6WZvkBuxOeA5PHY+XPr4KFIfIMRWs/k5P5Bvp+OQr4qLOl7xDmrhyGQAHaH4GhEQdCdtjsb/6f77/IidtKefJJNNn/BFOiCdTvyNeXIicAc8AqD0rscp7TSCj8d9xTlQP6/FwMNaW5xfc04PtI9OQ8GNl0nttquyErSrc74uQgQuWjYsVSNiUhWYBjdoIozqlxGfZeCcp9a3D/Ax3Mvp5I33QbULjgXYMvDhFT8eAdlF1V0d7BaSKGvv1UJWyVa/4yKe9j5tXG/8kHYCkHdqNIRmZXjRDfLHFPf60KHV1E5L8ahI+kriPnj+3/cVn/u+pz+kh3LbbBkspRX+0fGHcQRoMnJjH4r+PlXSID3Ej3glQxO78DpdByWTbSObERyNBE5IBeACGFBaMaccfgcfzvnQVEitDkB6RCCnYbz8l6wjGjNpVYnPSU4d+fmAOgjJlyFFO7qjGz8rBhwEfg2LVqOKAS47T+8vk8mtVMfIh/c9qUV1P16C+9EdMUsxwTk9169txZ1NXE56FMSbKQrGNEXLfXksSvMQrfFImV/nVLaLHUFQjYhHwisRxfLP7D6Bd8QlaLM5U3e9XIzjYv8q9a7TBYK1tBjDRklxN5mfXwZbp31M81vrR7YTgLxTOwzNHqZPbHvz2PEtEpOffhuCz1UPIzCArYo7OJgjHY8Df368cTUvAwDqG0HrD8q4q0htTPubCZfRJXc+zwQ8Wvq5n+s3HhWUHNTwewQg0pA6B/clg49SOJrxsei5VyA0WkrpICTDoJh7f0+PuiBk4/Ny55yGyfuYJcT9mCIKepgIIA7dk4HYmvglfpyaUhGX0nCpLRohOuAa+vxY6oUTQaN6O1rTgkFJ/Xx4LF39JhgRWP8e2M2BTkqdiaaH19iuZaRH9LpknsuS+rx04ulIPi3WjboIDTwk57uwzdtpp310OwHIO7XD56Q7FH8/p0yG73sEQ4IvMYb/E6nU3yO/Rwcfc4g7k/Xs/YNfttV2/PzweT8TInW6BehqmEYEeAsYRE8ce8/SW8w/swAhPIKQccdHBzMwN4ClhAAMHOXIR+7M6qt6HaOOvbEutnXRTg8gBOmaxSHRI7s5wpHBQf/dfL0fz1W/o+Mpli+T0gEnJSA1RFcA7fNilSC1MBZq3SFDoizViac+/26ujlrEoh2FtKoJAGqDK7PuRoTWcVJU6xTplTsBQvxaaZapNwqsMvE83kAihK5h49eysoJJj7qh9xVSVVce+uesxGBSQvTCDCcleSmyVEqA9EdfJ9R69AUAACAASURBVH9gO1Mwp71Ho9zDZIpkeIjeV8MyR3OpcwUopUFm65yArPcxOf23/oAcYGAGHI9O8UgHpJMjuXMighBKmFM2rsxAw7gRqqieTieoc/P0zFu6DLpvDJEjFDJnRY/nT+k1Rz/sXDP4WGrrVQ82jprGQWQt5cUrJZzzUQZyqg4ygT0HfHZfeMRlJJ7mCFOKHByk0sZIUv++Aw/leEh3vhbh8OZ1a2kht+4OWee7WC+iPu/FnDX8M2i+bbext6L8kMIF1dJF3j+mGdhoNEbrIKI8bMu8gFg5I6Z2iqLaHQNHxL9v0b+Z85S5S1lXZ2h8mEBInJ9Xh1k6pkgBFmvoRzW0ampZ0LhgqQ2/vV5x2mkf0U4A8k7NV7IPXAD1wOGABOjL4tgIQwilO7JvrLTmiEe25Kz87bA6nzgH3SFaGNvPy51TGrKubAXMBV7VEdAmgxCoh/HWN1I6kRNp/9nhZwdRSBS0JWcSUQOTmvfSVher0lRQIKW+on6Yn84BKdGKvR8jR2bi56LAS3kq/cRmbQ4995w+yXP+mG5x8OEOOoOPozLgI/6Ik0tL4Wgvv0SkgyOloBwI63hrqYgmFPckS+2VL6AhBdMBSomURtLWQ7FUGawtgJCB7gG82jwYIC+WaqEU9fNUyshN6lEmYdGeM4lr5Ro71ErMDUsbStb1HDrZVDWKZQAhxQZZ0MHHTjU4LpUrfsMJQD6qfSMg++HtBCDv1DoAwfDq3i8/fJEe+J0zIAFQ+mr4KAySvOnRJglU+IrfyYzDZinqUaL0VIGSO+HYD7oOiAuRAb1kWDxy41GGWJ1KX7EOc6ODzFon/q/m/Lw5t8oFYtL1Om7jO3jax3MpEeXo8zC/koXru8hUB2d95TyOC+hREHeoEaPnAlQ2HRbNI8yVRMfz3gFgjnTk6NYcAckXOV+fYlGbpXKkWD4tW0Q8FtP1yOe1TDwIrYBRsOFOeueiPBCvDoEMfJC+T01ZsGhKhoWiX1BGf3rOFGTRh3M7iBB5pC3mhIuW+rL0vwUD4SJavQMotYRrQWMFDlLGZo4sBTXpnXh0hG1OvBfORhVcGhbrCE3tB/dQp31oOwHIO7U6lSTqaxcIc8wRoklTBMSSMz1lMYVFnsl8U5FDEDKsjis/OMQc9XCtA4805CqM/LP3ZKGmD3V1JiqtzkZOlCImSpbmQnMWllooIGv1bkONVbo7TLdCAjSgWcXFUgmNdZzNmqKxL7+rRHRpmA4HYkUrQ6JKJHElcgQmHzuffyWJFT4BobZZiEFsfVmgjvNQiXayGWAeRT985e/XKztnB40KPBrWynhZdqzW5+Sn5Y5LaSOvYxqTv9+lP3b26LlTQoHWicJxTdL3Z16OR1pYCDDiZmi6iFYQOTckR4Mey6t7hMjBWGsWcTIAHMCjf0kjY/Z2q9pcrhZGadrJea8FhStK6ZEf57/4uV3KHuPdRTs971yxScFrW/G/4w/fvLanvWP7wfHlCUDeqUWeH+ac4E7F+RKTbsTwZX8I+zO0a4SEJX7Am38jBj483D9XUuTwvbdx94oPInlwxnWKAvh7XVkSdipw/ZJG5nytXHTmp3hr+QymHlIwiQy5oyoxVNSheTXC3ipQOeaXodEHQpreLA8e2hE57WIADH7ewxQO5uBrmGaSEE/zuRRRINIl0xHXLObg4PrP1S+5oV9MlfQOyxl8OLH0Whtelg0vVdU+P9Wtr+qFwCSDoFgmmcbvzOHO5c8AjO/yOA/PgFbcM0HU7SkxB1/5b6an8cZ969wkXpTQ49+Q9FdN+6keSWsq+99Yew810zNZLLoxj7eC435027mhoWAnRuHz8fzh7QQgp71HcxIl0MPoIOUpMKurYiYwdAXnVS8PcEIoHtI0P+z9c8Ho3C1YMnA8PJ0DJ+iNvAFfOTvpshrvI5QfEyDw7d35bFz1oW7/GhcFI1Wl2VsT7FuFi5sB7pDJdE4sGjLl548sUjNTNcJuIldEhNb0PNkrKzwvFGmvlLaJVxkA15x+yXbUl8cSD5qaIr3WLAJuVZ1pBowpIjZGCzrg9M8jAmLXsG88plwW68fyad1U58KiHi91w7U0XG0VDwCbaCqluH5JmnsXGvP37qTnawDgUCcjz48Dlp0ftyyml+Jz0uegtxeI39n89hSMfUe8gmaaG7/WOmnak4gIrRCAis3u561V3OsS99RCjEoaJVpJy5FXapoG9DMowCYVW6lYuKG09XAOTjvtI9gJQN6pDatoc0auHYGSmHoAIKIr5yi9nXaW+Qb+8Qw85j4onuYpWbgqDvdQJVBTpYSrRDrwcB5GBiE5lH+pLYDHrS0BRKgJdjseWYnmsPqHAyKKKolW1GGV4it1Aku1Y9GDM+ykS9VtECmmGsooKKFp5XmvOO8QseqO/OG6pXGG6Ba+bTmF0KtjHnVTjt7nFMRDms3H6OftaSM7fy8bXov2Nsngo8uMEyo0AlKh1Ud9bhV8bK2DkOiqbMd1InDndDxWJ+Vr7N/tDRN9XqDdlNPc9zmQroLrp46EHx1cZ4DPCXTEv/473UZTg83Oa2c914UYu51PE8JCGMDHSs2qgxhNCippFO7o3E/7QDYGjH9IOwHIOzWPJACeqjBSnGlHZBAiIloVAmCOgQwERouGhEJpPHTTA1h3oS8W+idn9R+Yh70dhKwmyb2aIFUnKD6CEABRGbFTwV48x15QWjWno26mtQIWJR0+nJMY2GAlCW5N97NgXAmrZggdODOBEIWOh5MbPYxfqofre4jfJdePCLa+T7923yoD9ikvJBEFaU+c8uNrnwd/LzT+zvefx9g5KyN4XNK/lRSMLKVFQ7kNFUWM4yBkVSx1IJreuUbkwtVe/dgxQwkIzpGr+ZkdIGaak8wvCs4LRvCWj+Epp8wXgaVkFOXQqKo6XIAOVPQ+UyCyi57vwg1bKViMMVLBAT5W6twZr/oBgEYlujifdtpHtBOAvFNbk1Kia0fog1UdMbhYrxF9CEc/EU4Pc0vbDPaQ77aVcn7wkgSxVR/aGDgg3lzNzUtO18K4LjvW0vDTcg9diKW0KD3NHUPddinYuGIXXSneuT7wJJqRcjUVhcjdMwCwEQoBwDIFTSgiMdlJBRcB46raV/JDWWsxca7JifoczdoflD73XjRAp49EiWqywAoYUw9uXTYelno7sNjmMcUyH+eReMoBHqtHq9CrWhZqqOAAILmiiKkEWmBLtWxcsbWqoJEnoqoBYJ7GFrwQLnEd3Aop5zgDr6zLkd/7MYApfQjlHolFKHw/Q9+bg6jHEeh28upeCmrTdMxCjDsvuHADl6kSxqJ9NcMqYhSLhByl6E77QPaDX94TgLxT8xVxft9gSoqmFxGCZKUzCBjJaU77PPxbIHkEJZZiOJI6fzreFNnQzqD6YF5LiwhINYeWjaWgWPfQIgWcmnNtpVq4O5XL0lTh4KFx1qhFI0JhBWquHzGff15NH62s3UFnMbA8mxmkzNU/R+ZO8igC8lCWG+NCcDdyKW3eJle2iL9P85LPx9Nv0evliYVQGBCv3zJGjyw5uHsWteBpbJLAH8+AJY1p4M3EvsTeP37nATAOn2UFVY8EZvA2vabvOTBnLtiboC0aBalcHnRO3OqUcjztx7EfHV+eAOSdWq7myA/xDELiAWyrdQchneGf7n6LGHgKpgt+maiTJs11W+o8h9zd9VuWV6LenCu/5lC+m0pxV42QtAU7sVYIUOmgJjn7EJ3Kp0fqUMgqaHSF3XuMxBSkUP/IM3h0WC6O5hUWM9Ex627kNNR8bn59nlV3+OhmQDT+ewQh+qUDgunBAy8+L37tj5xyP34WCmMpALXQw5gBQk3ptHEfNIALtwwWWDroEOD5HEnnwDiQy268yfO5h4wpMC/d9mjhI/gwQJ6H4ulK+x23gmb35NaqAWsVGdtKwRUU81WfgLi5aua00z6inQDkndrMLagksZr3stwuSW5cBQMh2WkG458UlXiDOhGCxbANppeegTGNC3Ieyvxwt4hE9OaYHKZbk6z3wFGW6K+AAxBRT1yBGy9vRhKOIjuRjmGASPkkCzKAsHFPEQSf25kzoHLePU4w8y7yd4ExWpV5Cf24bzibg8iHO2W2cH+/jhjSQQJzjP5m3rWDKufwxH3QFWTnc3KejJNINykAr9ikr+CPnKdXN/k+2oF2iYKHNC/GEXFAMG/bf+5RJL+XWTpwyKdOPi85ypVTcN7QzvrHHHGfEAxsibfw8yldFwRAVMQUEnyyhnue5mFoFVCWns/WzmjIx7czAnLaezTXyAB6CHogpVoKpnFRmWk2rYxJM2Li/xv4yJwAc2ImXw0gyksLdZ0LoOfNj1Q5WdCJiJOTakIoKGgkWDA+hHtVjAx/rDM/Yy6ffCak5o6nSZI4nz6PU08AL1tNoMRX3wCS5gQe9nG0n2fjO7J+jhROOZfRPuxHB/TmA67zVcbv+dsMVKOUNqVSFHzAaoN7VKSPmR44LX7cQhqZeGZxTAMf+TyDBBzn0O/fqPCZ9vW4/8fPHYCELsqAXNLfiGAEH+l3WReEmIaKmN3E1rTzb0GjYlVYBTAQ4uqwTY4jSqed9pHsBCDv2CQ5v1whAaTqisIQqcEJKeYUusPufUFcnAymkeqcACeZRqLFV/FTqgGQQ/DhlkmUHsrPhMOodqACyBgFmffjJbONSw+ZR6geg/OI8L2IRWcIgKZwhB8ZAs8iLBlouaObKyly6eZsvjo/4h8cRWLm72an3FVvE1nStxsGjRFV5EnBwe/TscbUjgEfm/edVCocZVetFchD5KP5NXZpdepVTuN9A/vcvsf5XPu/HtGgRPJFEK1zP6OsgfIM1MUUDQB6BHTUD9snjhI48XuN7NgsGg1hghRERYygq75uUtBQsElFla4B4lC42ZxtUiNVc9rHtJMDctq7tKwbkdfwrnEQ7wGgtnigN6Ygp+bceq6kONKHIE/HoEc4MvHzmby18zSqNy9DFxnbpaAIBxApQDyU2R7y+sCu2KXi1hbcrUfGxhX3VrHtFfe9Yt8ViEg7Wr3CdFC0qRlTB1wzV8Mtp0we5j7pS2Qn5+claV85/aLXzfd/7BiP0kCP3AmMPIUZdOTrBkqkyWmrNxyzR8nY1Gf9fL2EuZBg4QZg6RGqA+s8F+XtLEY2dsXSZ0Bt56LVJHvRdIjQ0NU5lzmLSPRGmqNxOSo339dvybILAgfDK2Efq2Lm0JEeSBgaBeECZjbhvGLnVcFScOcFFYxXrFFN5XyQJgWvvFrJ8vmI/rA2LZR+RDvv7ndqgrfFq3JlwBAdsRSMl+r6qv3ZKpGcE+DODIjIh3/+LFUxVIKEs5fJIRewcKRhAH3ib0zx+Y0X7KIiZK9txda0lHNvJRxVgI/m2id9DJqzR/BDPLWQV8udxKiplJziepzbxMelTn7snIon85jsKMrhdrRy5wQyMufjgWRKIyFY0nGH39u2b4GQfqxRGyWrmioHCA8P0u8pHz0qO2axyEniYjjQCjE8T7sQRefjUMLPmCBFh45Sct7/6Cg1FqcU9w892SDv0CJgCaD49fH0FdBTU5uoZsrmZeXGCfEo041XbFy/MYunnfZ+7QQg79Qy5+MtO3rIf8v0gWzlmPm7aVXv1iMJ8/cR5Nj6pAw1P5QBY/6Laj1sVmHBQgFA7q3iti8aCWk1gY9esRCkSx8frO2e52YI04p45Hy4U++S3WPDvJjXcCbHq+ihRPr3iLPO4COqcjCmCAbC7RvX98hPPh7Tx/n2dizjOFxYbO5nAnSNi1x6mjkk+dxi39P5RVqNCdIyACEAbI0RbQ4YcNGwQel1Sqk8zs1zEPIweQ+RtTcAnJClN+2tA7coSe73d6OCZtG+hhLg48YLbicA+dh2RkBOe4+mDuB4tZ3tWyS27lB6+uWQSCmjo85RkDGdIRE5IAMfLrmexzSQZmEy3f45KBqZKfDoEZCv26pAZFuw59RLLpf0Q1mKKI9VP88r4nwOnQcTK2pf1WLU5OjlxKNImUejnoGOb/ERMvAYIx79GrVmVRrAALiIkKJV3R78aJqH+N7DQLRqyFMbbhH9cG0LegTCzmnI2hb31M+nR6F8n/q+2Wet9agWtwQ+0nXtrQIk3isNYwQfen4pVTadYwYhQIoqSY+6xL44vfo45utMj7+fU2iZ0LuJzkueX0833lhTjqed9lHtBCAf2PJKc2D6S1+R9dXmMfiYe5noz9MmU5g/K1FWU9KcfZyu/pSP0YTQoCmPDDyUtFfw2hY06yFyt9SLExQPu5XOnIcxJzGsmDshFPC0jIgMPEMWIOmfPQhf+Rx8C1x8r826Fzka4OcckY/uO9+0GZDoDzJ8fQAp7pw91YMxHcMGGDhFPzKo1KqlLhzWuIOQWQckHD4SsTau7ZOTiIEenOtBBC9SZU++liXrHdcg/S44H/7qqRYHHGlOXSmYyjEpO8AH166m65/Z7x183Nv5iP6odoRffzQ77+53bt8Mr6efs8hWJi7mMHHOlR8pnebKm2dKqDP4yNUPs2UuAQsCeHjjMpfvblyweRfcXPUyA4FpxT7/hfcqH/RVs20n5AqnTlwcV7Hfp/vZt/e5+KvYTKY8LDU2R5hLoHOwIMbxhOsQP6f7ox/fAVBBA9DYwKW1nC+QoZy2iUZAXAvDU2zRxViOr9t4ztMYCarm69/x83AA4ICAMqm4a4IcRUKGo0/bYTr/ONbwSgE0YkwGRqh0jZxBfC/Nv3KeyPgf/c7auWKziNG9LXg9AchpH9jOu/udWqg90qgBkj8Xe3UGfl5t8jccQSeQamtzt+9d5ed0jLe392qJOR2za1/ZXuIpGunwVu1bU/Gm3cinQ/lpOt5buk26+u0aEZR8jUc7CtzhfB9omCtVfF7d3lI4fWZz6uW7bQhljI7awUd5Ip/f59LGO3SsQxIBU3lx/07LAA54E2Tm+7FH5qaUUwJbYXP+6Hum4iiS57s75HpIf81gxO+NADr26gOawYcDj8X66FRGrda8r7YhUnTnBWwtCKx9JDh0QkqQrW8nAPnYdkZATnuPFhwQ6eWfg6Q0jsGH59l9H/lh7aFrt+yscqnqM5Gvo4e7g4/FWrn3UtwxnjBogwgN4CNWzykNMaQijo4/Oa5O3OzvYzvSMmMP3M/zPHNd8vdnUPf72NH23w0+yMi1/qVvbW7OVJvLpePF6ebkhKUv8rhEU1NNCGh6LWopw+o+qp3sO/P9OI5HlD+D7wRpQzqGAjQ4sMzjfPjebNN9GmD0mTPIwGSe6Bz58HRMRGP8/h/TVNqYT9OPQB0+89LbW1sMgJwckI9s9PSm+zHsBCDv1NQBaG5d7OEvw+cluofO/TRm4JGjCW+lV2Ywkh/2zvNQwukoOrUUbT2ewcdhJIQr7lw1B74vlnJRZ9dludO/ORUBPJIdcug8ztfHrB+I5S+e5euR5nh2aENEaTr09wCS+fEzV8EcpSNCLj2DEPTrkquVMmHYwcd4XecQQ1/qj83tJLrt9mKUHmEhdBCSq54eAdvxnMy8mk4kRZdDT4RbsaGSNQVUTJKBCcZrRY/Rn/l6K8lXv5c5QDEtceQZhOj+PQJCGP9+XAV4Z4303QEcydWzkAJuKbjtiwHwU4jstI9rJwB5x8ZiVRjQ9EGTXoKYIwY57z7yPR45H/oqT4HIUfjeLee83SkdRUVUrpvjO7kqwCslNi7YW0Vj6sRF71BqwON7beY0dEXN4/Lh/D2ix+Zms3Lm0Qr/913XzMDDx/pmKiGBkKcWjvcYVOb9ZUJuLlUO3owArjrzGC3r6Tol8XYgMp9XtkJ4OwrikQ//F7/XMfUQ0PG59/FZ1GXmCA3nfhwtIcwgd4q0pf3Pc5xBfzPeDPhJ9EtoqBbamv4NnPZBbb6nf0A7Acg7tVhRQkPZDj4QTrHn6ecKl6PVtTviHKLPQOLh+Ojb5FfgG1wAUFRIOAiZdSKagY+9adTDG65F6sWPDfQowNEf8lsh9e80d7MOQmb107li5XvsLRCn78ffz0TUYT+26n9IcWC8Nm+ByDH90oFXjMuPS4LWrFPypJ3RS5gLpLgyrjwcywnKz+xNIOJDpPT6ho33cf/5eNsuRDf8zkHOUfoF6NGPJ+eSwQcXVUVF6aXKbrmyyCXvPXJ52ml/k4yI/i6AfxPAvwHg7wL4ZwH8OYD/EcB/JCL/3ffu6wQg79TyqjzajacHXvBAhoqRkcfgNiiWlg46ehVLPm5a0eFtxzv2clGlUj2eA5Qx/92M86HRjzLIcT8TlAoQUp6AkHn7tLrvv3tMv/iq31NbkVKRUXL9KJL0HaM4TPf04ybOCvAIPlIqKK7lNDc99XJwrvazK+RKcr4c1JwxFTNEnTyqgf6+R1gIAIOIetrK9hag9JsOO9M9JDU4oqegg2zbx5SVDPf3Q4TiCIzbnICMuFwAcj2QfHy/b0jwUI6Lfsw4FnpKr42bDkTdSDsa6D6K2pz2Mez3WAv9TbJ/D8C/DeB/AfBfA/gzAH8PwN8H8PeJ6N8Rkf/4e3Z0ApB3bBmEzDn2uaqAOTvJUb10fjjXg1y+77MS0MxJec49QI/9jkX7zRCAIr181VUwB62IdC4s1HkfKeLholtDC/TZUiriW2Bg4EpMDmW2iAak37VwWkmbA4+cmLdsLvOdj5m3y+M+AiEPxztIn83OMEij9p5hcMMiGQpERm7QQ2TEDweEmFf/3LRUEmiZ5e2P9qUnPYMp+1WRHvkIx3/M3XkEmMcVQIfnE5GlMcMTfJO8/6kHzVseheU4WZbVbrNGymk/gL1PAPLfAPj3ReR/zr8kon8VwH8L4D8gov9SRP7Pb+3oBCDv1Py+nUO0virPOhkBPg4c+Bz5yODDIyBuBS42ZXoP9CjzPjhPdJAUYWX7fAYhAUBcaCx3uQV6GiCHyf8qywcDH0QSjc18Pp6dz2zPUiN2gNjfX8WZ9IhN6lWTQciT7zzl8AADOdT3G5VUhYdURCkGThJW8+/EXt2xWgQik5SPOUDHTf76IOUBhEQKxIDHEHnAeL5vzclb19dBiuKn8fdSAEyRM+S59QgQfHwj0BrP//Fv1n9/Ao/T/qabiPwnT37/3xPRPwbwrwP4lwH8V9/a1wlA3ql5RcJsY8RjlKSe7SjyUQpH2eAc/fiW+YO0saZcULy759jMTMf56JzmapeBMCr9AF2XYUxljNu4F/QP85JYqxVCNAoAFX5TJ+PhXKX//ogsmkHDkX2r74puE0jjAYTE+R7s7yi6VQ4qU/L2GYSQpT30vATatRbx79n9NKe2jrcZS5lHVd40JvtPD+VdfWUAjs/Ax+j8vx2NGucCAW4sptPLs+dzo/4dP26fawzprjj/6f2zv6vfZ8ynvV/7gJd5s9f9za3MTgDyTs3D/rOTc9ARMuWYVnnA4V1Pti8voc3g4+HY4q9vRwe8RNi3zQ7nyDHn8POzbaJSwwmT8cH4+Vgx8Q3wESDseCV9lNJ5VrUSh0nphyPOze9jXnGS0zYzYfKt74aDPNxvSjNNIERTMSWiIswH91K86cfp20xpGd+3qP6Hb+vRlCPAHERQSumX4Rz68fM5zQTUANtpZPMcjDsWkKQqI3q8DyIKY8OiKHMe593N05TA827BnhZrEUE73Oy00/7GGRH9HQD/GoAvAP6H7/nOCUDeqT2raMkP8SFMbkax7aP2x/zzrMtwBA6yk6W0rXNDOL6LgdUveHzod/DUV9z6QTpWBhqUgMi3gEeegAl8dAlvOXQcsx0RRHUO8nX4dirC5+1b1r/fj/k9qZ239j1f8yMQAmhVlEbbBKXYueNxZf987MAMQmbA/CboTNf4KQF1inj47/xalvKoujFAJBIoeVbGubZUkATIOAAp6fgj2fUx0nRkh9ViQCwE+AMukU9L9tdzef82Ef1P6f2fisif/rUcyYyIrgD+EYArgH9XRP78e753ApB3ap34mH6ZHLUM75MzBII0OGg9wKMWZGWC0/GmCEbmfjzL8+cx9dRKLwk+ih4MgGraJlbDsW+MrvAo3RJf7qF7z9V38PHWqvVxVw+7/o6oxFsgRPfx7HsjQLCtn4KQmWz5LTBVSK/VPLYgp0rnhehc+M9ZN+R5CsTPwUFI7DPtPxoLxklIqsF5BNEPx5rTHjRWc81pp3nO/Bw92uOAyzBu/zuaI1nQqIePJ475JOWVo4o+LmAUYXOStu6DlcT9DaB52js1+WtLwfwTEfmX3tqAiP43AH/n99jnPxKRf/BkXxXAfwrgXwHwnwP4D793pycAeaeW27ADyXEDA/DwX/YSQk9h9Jy+OzKvYhHB0HitV9j0FetwTF89Y3QuQNp3rHBtH/wsxeI/zA6p5+IP198P0ZLvC18/Iyfmz49KO/UYIyn0bc7HnIYZxd6OtrHf2uu470xO7WN5PMZ8rGxOBB3KrN+QNR+5Jc/n5fHnx7PKkbDHfehVdqWYIfKQ92vbz+BjPt5b19cjPqGjc3BvBQA8ONfjypppfBkQYtTJ8d9HdZBFCWthiFTUwuBTjOy0f/r2vwJ4/T22/z+Ofmng4z8D8G8B+C8A/AOR7xclOAHIO7WH9AWAhw6p07ZOpPNtyaIg+nlOvajCan6fwYZHS+ZQuoMQAaJHTQZGOcz+/7V3PrmS5Eh6/+iRWVmZVd2NAXoEYTYDAVpqqQMI0EbQRjcQoE0dY84hNKCNFrPUWss+gJZzhRkIgxIG3V1VWVn5wqkF3Uij0UinR8aLVy/i+wEPEeHhzj/u/oKfmxmN3syRoWAwIsQ7B6Ut5bXECMjTMsogZgYsKwQ810rdXmdmirPPqI/WZdCnvkae+DnC0umrWETkO5n5BNXXnt14NvjTG+bL/sX2ISLEt4C01qtcvrru1sUhmVeb8qo+quuKmP5XrBXKCAjP/bKY9/pPW0OqcyPXAykPzzpaYZG8fp7HArJfbYz/8UvLCCG8AfD3SOLj7wH81xijTXEzhALkldLct2JdWJ1BWQbkiJyUswAAIABJREFULZIuIGzJp+oBUUQCgLzEerF+eELCigAJXmxzZ8wKDh1UKE/4Qepr9jVCROqQz0ZoSOzH4rpe6gFF3u+JkLb91l1S9622Spi63QJ1OcUaYrfNtM0uD2/bnfdDu0hcqNpSB8S6OTc6bdDio+pFkBiTck0l8DXdaK0VZChyYkmjL9YFsUScQtknBcYWN0iJG0HOhaLvxfqc2dd69otYPxZ1TuT9m6VejDGzrNkKEkKaDk/Ir40QwldIFo//AuB/AvhvMcbOTd2HAuS1ogdZGyfhBPJZ7Cb9g62fuayp3IoPL5C0/BDXUy71/m2cgLfdya/RiJ55cuzHEtVAU6eeb4/pu1Xm3S319pH4sMnZsj2gESJ9a0i93XnK3gbeUR80eXCu2tK6Z3LfUMddaBG7V1sRM1rcBNhk894ME0/8FWuDCAJ1fmWfTZCLtUUCUuvAVO/8AnItbHusi6W3PIF/Dig6HgFtjH1NbAGn/wvAfwbwPwB8d4n4AChAXi3ZeiGDSTYZoxO2lwjOXS8umPJEWIuOsg8a8dGzahS3jv+Ebn/Qvafp3JsolpetXLFy9P57gxoQgrhdZLsJUjRWCdvfvTbvz0Sx/fOnhXqDkzfwjywyMzEvRWj2k4Fpl1vTlsEvphUfWhDsibjZ82jrc9ugrBCp7UV81JaeIrB1nEctZNLZz0GyjetTu4322yfojMCanBAutEn+yB1ybA2HXwv/HUl8fA/gHwH8XWj/Qf8YY/zjXkEUIK+VKIPS9tkdwNEM1Ho9jjbXRSs8yvdFSEgStN7/Tj3o7IihCZLo2IRHlaAslH6IW2WRsrVSQHa9hKUWH4vMYpC6UI7vWWVkTxsvkNra9q128dTiwz4pW/RskbRja7mwA7yNh5A2r1t92s3WuLEMdsCWtlgXm9TiJTqrApdNXVrE6nPoWdd0W+35lO/l85sti+/JzEbRM06Ash6OWEHKGjvO/e20Kf9/LX2Lk9AVHTr+Sq7VpDAj5AX4N9vr7wH83WC/P+4VRAFyJ2QdYp/i9YBgREr7xN+a1jVexk9dnn9M/QQ8Y16urSzWEoMiRjYLUBQTuAxGuX/SwCI+SpCgGrh0X+CLEDjbvCf80bmYER/2mmQTPvzEb6OYE0tUZVwS2ih1zboStIjQwkOLjvr8+uW2Lq32Ps5Bp1vODy0+TpvItNNeveubFxqM9X0I05e6o0mtpP39Pth1cHrY3DvkvnmNLpgY43+4VlkUIK+U6ikQ6kdaPxmiHuB6OS7qpFnzbejNGvHaqvfz2mLrzoOUsrz0n9JRiQ+xiOTzEuxUzbEQsiKkvxfQGzTr9o3dFr397BO/npGSvtfCcXT+S3vFlZMHuhgqq0WJWSjHr6pZvdgd/d4LXJb8L0BrQdsTbXU/ynYrJkMoaxllV5sSHT20u6NOilaLJemLFxALR3yMLIBLiJXlAyiLNcYY8vIFZy+onJA7gQLknrBP9o6lQ/AGKy1qZp++7ABqB6GZgMxSl7eoGxq/+7br9rozuOdzUrtCvLZ5xTdNgRUGIuDG8SB77qYZC4YnQvbaUCw0plee9SdENy5kFCsidep6/cBlVAO7bE+v0v/2/tPi2J1tY6xKVkBpEdK0T4mOvEQAfBHente2TaWvKafOKZS4qlliDHhalyRC1rScAblTImaeX+4aCpBXirZ41AOtM8Oi8xTpDbPeE21V30S7hpYK1AOG9KFukwxGW3utb17913pBtVIK7AA1Yf3YW3zPc9GMBIAVPLPn0Zahy81ugqr8fnZUjyxMBnX2jivtqK0j0ia7bxEe49WDe23fs5R4Li1PeJR2x+71HVHdpQcO77lfVoRsBRHrh5zDbIk53EpCXg8UIK+UD99+wsef3qUPamDNKaCX2qQO6Kdl+bFvgxetBaOka/fjD9o4kvp7+74RH4AjRAKWJaY8DAsQzgEyiyWKi6XzZJndL1V97fnz4j/0gNVfiE8vPW+SVnVFiKm705ZUr66r3kfXlwfRRrwBo8cq62oRcpudfusB27ve4jLwZrRYy4d2rVXnKaRgULle1h0nVhzP9WL75y2oaM+5BJ96bZZka836MCII9H0t56RjZVxjxIJkyVhOZzytC94sK57WZWtD7a4SEXJei2gj90u4aPLq/UAB8srJnohNdOg1KJp9mydebZ7v46U1t/EcXqImu59l70m0DARbuyWRh1hFjEleRIpONHYJozgHOxiP3S7jvtvvravDWhjcOuC7hdJ7acf4eN1WOz3XW69E6vGm6/ouFl98VF2L2dwFL6bFugeDEQFeHIvto7ZueSKwdhu24lKXZS+LdvP1kFkwkmvnHMcuT7GCXGI1I6+EB7+0FCCvmVCsHcUCsnanQwLI/mlrTi4/gK3FpKnWsS7oQc8XIuOuDP8PQ9xSZSMLj2YQWtCID88d1aN3vlLb63OiXSDyvbWCzGJjFtp21anRPSuIdQtJO3ui0bP+2H4KnkC0g6UO3NT7aCuaKz6s1SVKwrHaguIHLPtr3/RiP7o5N1Q7wnaf6XOZrSBBiQ8lYIr7c/T/lqwgEg9STQNW+8o9RasHeRQoQF4xerBdlhXLUs8C0D/GJeBuy/gYZXXbMghE6IFjxoxff9bbZlw2Fhuk6NWJEyDr2HhlB5NgzGub1FUG/9ZVtMvAFeOhXU82JXpPfAjyvQ769EQITD9612CmrqqrjeDYXreU4XahQS085Piu5aOpTF3/gSD0xIe8Vtczt1mJGrNtCRExJKFwklTo0PeIWhdGlSltrIOcSx3Vqr9I4iaoa2bxpuDOLqpIXiePbtyiAHnleFNLRXxUA2yQdTHKUxlQVuHMYkSJCz1NV9dX198O3ntmYzso7P0Pyo9/8sgE97+2fhJ1zPAHfsRnZn14g8ilg/6Rdu2KkA3tlvHwupif1kNfdGi3Sk98jKZTS93JpdZ3dUnMRS2q2vtNCw4v9kOfj7o/dV0hxLwGzrKJ8SYGRGZpddokwl2LEItYIJdNjNrkZHJOe8cTck9QgLxm1JO0PF1bM7tnhk5TBIuwkEFNFn3zXDTDZjhPo7U/XX2n2nJ4JkKI7sCp4z2+JO7DWo0sC0ITk6GtIL1y9evR9UD2ypV9vDVkZvDao+NAesJD6hGBoXN72CBU2+440b7GxbYjKIeWtdyv+iDd9xjqjKihsn6IW6h2D/Xq1fe+toJY8SJcMiOH3AHJ5PzSrXhRKEBeMe/ePeHp6dQ8Gcrg4WXa1IOVBGCX1UFbFw0wtlT0nDVBiQU7yHlWBG8WQl1D/fRpc0Lobba/qT7/mHrJ9PKdlztCPyX3rCC2n9Wr2V7Kbq0uPeFhZ8lI26tA2W6L+m206ABTLToi6u0iPtzptRPiSeMFpm42CBQhIPv2xaa2Mng19QK0F2CbiYPKFVOtjOuu+dJvR7E8pvV3wiZIpH1SKlDOrf7fW7ga7l1DFwx51dTC49jd3AyyQHbRpB/ObaDV++iBzpj+tWSQ70eBnXvBdtYKsDcTx24TjswkOLKfdRkMZ8TslDdaHK6HjQ25BjaQNJUfGuGRXlsxkj4cf6L3zl3cyhIRIsnUulYHsTiIwDaWoUYI63oUS0DligH0vdfGKHliyN5z2mW2zS5vRJJ2v+Q+EXLHUIDcAZcOPva4EjAnn9PTvh5cbUKlaoEyvT3UgZaa3g+rN6VTt7Xr1rngd3okSo4KOY9LrsklIgTwrSIeRwY0LT7E1ZK21/vMWD16163Zz5Zx8ByuMQno2XVXqmb3rDVoBYref+Y6R2z/H1uMzam6Xq0lbY10yzwMtICQ18zpVK/m2psdMIN2jQDIPvH0flyONftbtwbQTiftYQe5usx+2/e26aRq8p346HvHexaBEd7577miPBEk58gKkWGMQ2WVar/X5132t32x1iZt9ZCl6HsWEGv52BOYw3tSH7tZNTxGonNWQNpBXud3savjAqWv9p6wLj6bvK+9DwP07Kla4JWZQkcsd4S8RihA7gAbawD0f4S9wb9K0OS4FoAiRIRZMaGf6nuJtbypm3X9bXt6fbuU6Ax2Xr9sUKat3zt3Xl1ekKne/4g1ZC9g1da9t12Lj1Z01InG6gUDjQXLtnO3dfaA2sW2n0Z/v8heXpM9i0NrnSvt0q9Hsec9r0lD8XH3BDAGhALkDgjQGSv3B+KeULHLlI+yfnrxB54LJWzBd7t9yE+E+se9Xmp+LD50vf166ifV0A76CFWAYNruu4a668V0AzuLdckbYI6Y9Uf11oNaW/6I0UDcEx9N8GjveGwuDd33zcoQtteoRcfWJ8ntUrfFDyoe9adn9QHa610vTueJzX4/vTWPyvRgLwhZcvKkgN5zDDifl2zdJHdKMqe9dCteFC61eAccibfYG4TszBmbpGt2cLQm5VEbvJgO+yNesr2ieq/31cfPtq+HxD7oWTr66dSbGXQ0aNA7N7qco+JBmLkPRtfSWj/qYwYVx1D+Ztq3lReWCKjBOv8Ftd0ZuMduPOs66e/bK3fdOc47Vm+fER+C3FvnGFKCt/VCkwohrwhaQO6Ap3XB29M5f86R9juWiR7WErLHyKw/so7sJfLyp9qOBdAlMwd0HIhYQdp9xi4GLy6gVxdgclAMLB8jV4yfwyO4AsbD9seuZquZvRdK4a1LqzraiIps+Yp13MVuCv9Y4ikkwFMsTV7/hN7UcN9FM27DCP1wkESIb/2Qvoj4ePv27BVH7gy6YMjdID/CQHElAP14kFGwnna/ePku7ODW+/HWAZ5enIFs34ud8II7R3EYsz55HWGiXUZeIi4boGn7VJWrXVfSNvV9T4h8id/fzqTw2tdr78z0z9K2ADlzkqE2x9DoY5UIqS0axZpS3xvtSrjLMrLupZJ1sq/zKtNo++wFqXpis0fvmmXrx7Jmy4eelm7dZOJ6WVe6X8jjQAFyJ3w+n/Bm2WbEqCf5YISExuZJmEFcEfpz9fSv9g1ANTjoerVv/Yh5fO+7Mithv0w9Q8Ue33N/zIiPI/SujXDE+rGHH1RbXzvvmlhR4CGSZCRCpKxQiRB7x9TXtVgPpA9Ov9Cuu7JMBi57LAE4q0Nm+q/x3Je2HfoeFfEe89+h5pLXzINfawqQO6MaLLcfYvnhGyVmygOIwf5Q2ro8q0D+HkWE2O11Gbq+uu6j2MDV0X6WnniZsXzMBJB6lpBLmBUfves2uh6C7oe2KOnZH9WicTF076FcnnK3WPHhWbj0vuob1NO0i/XlHENaqzBu6dRFCDhiRIuEevotcDb3T08QlO3FepP7JuUp64fUB/Rn48SYMhwT8ghQgNwRT+uSfuCizuVRixBgEDin3kf0XS/2yW3EKE4ivfrHNQNSp8zesXuCQMrzcnNovBTk3n52uza1N0GOpg1Sz0hY9J6qvfpH1htdv9fuUd3pvXVzqZkxzYHF/aLL0laN+tzU4iCgHrBruZzuHZ1vAwAkciKo86nFyMl004tDkhk5GhEHPQuFFlUBKZW7jvsIIVbJ0ZYQc0ZUWw95HBgDQu4KuZ8r18eeNeCSejpul9G+9QC+f0xwBjD5PCNCut/tHAtcPljrfUYiRMruCaG0baKhE9i+HB3k6n7I1ogQdtwFjvtFv9cDtmBnYeXXGHBel1yejfPR95jE3cj5lf+DHGiKOjbJm3LtnXs/5qi11mTBsUScljWvfGvrWTarjb43vvqK1o+HIfkOX7oVLwoFyJ2i/eJpgbn6h84uhGWPBfo5IUZuF2+/epu/z4xVpjKXY1+EXEpvwG7dLu2xdlC0QYczbqWeO+JI3Ie4x2YsOKOppN5n3RexgogbZqaF2gpyUtaJ+v4s+0pwdb7+jpus9GtrT64sDsW4PadLiPDmn5T8J+M+yfslpLK0+BBhIm234oOQR4MC5M7wBro8Q8GwJz4qoRFLHoxeLERTp9Ou3rY9i0E1W2RQpofnApEj7eJlvTr2XEalH1JnOb6Np+gP+EVs1G3/kvVpRHyM3EY9sQGY+yRvD8oFsl+/lOHFSehYCU3uc4gIMQDYVqh1YnV0G9ZV+pP6vCxrI8ah4jI8994aB+dNPnf+p5L1Y01/oVhByk4x9yP1U84NxcjD8eCXnALkQZCFumaCJOvpnLX4sKLBe8ofsTdg2QyXMnh5Vom9+rx25W2oRUjVBlVH/Tqsrkt3qub22ls1eM8yMRIUWijOuoxs2d4soV575vb0j7XuDpv8DkgukxjK+iy9c2BFSY4RmRjcxWqoyzniYpK2i5jSlo8lRCyIWGVtpVCvtuvFWxFy71CAPAD2R37madoGmHqDmh2gezNLRu3yrCDajN4rc2+6ol10ztYB1CIkf98v8hCNkDpgbh8NyBp9/maydtr2teUdcxXVB28SJKpF3EZuPmXFSO4V2xbfIiMxFqsqf7bfsiKtuGV0oKptm33N99vO/axfSwbUJD5CiFi26pYQEbcYECAFkJPH49GNXhQgd0qMIUfi26mAQH/g9dY9sa6XvgDYj/mwZXvb7NOtLULPSLDllIGruArq7a0ImW1b7/veYH1UhGih2HO9eE/+NgFZXyiO+5HaW583b4G+PfHnHScp1W0/LHrQtq6R05JcMHaV2qNIjhwJSNVYa9+6LshLdhiR5/VH2n4ylo8snGDuHQA/f+bP8MPy4ElfeOffMU/rgq/e1FH1I+tHa37eFx+1YGjLvGQgT9si7BRLXUfPBWPL02b4mViMI3Elc66NWoRYvOsxivuwdXpr1QDYEYpWeLQN1P3T7/fOeVNOZ7u2gADIadQBNIGbek2eXjtnk4Xp+kIM0FPWAe1yrO9xKz7K9pIkTce0CL3ruyBiffTHX/LwUIDcOb88vcH7rz5XcQae9cOKj8b9gnpA2xvAZr7r7VsGprF5fHYWykiEzLbJY1aE7GEHrVl6g/Le7CX73u5jz1l7LNr3PUGIcr81ZTv1S+zEm816B2ALHg1q9kyJmYhoxVK33441B6jTtp/XYO535PvdlnzpldfuzT99/PrCUsg98OgalALkAfj4y1t8+/WnxqwN1INAefJrV3614mMqSA/9ga718bfH9ARD9WTa1iglqqfjdkC9ZMD3nrKPlNOdWbIxWi1V463boq/XSCzqY3ro8yzncNby0W19TLEX0p51BZYFTU4OoJcTpcRLLAGIIWZhIu6dVG5rMdP3lk3Zntum+iQr0uZ+i/iw5zHI7JzYnvetD6l9wBLRuF++/+Gb3tki5CGgAHkQfvj5HX73/mf3u9rs7IiPTpne4Obt41MLgZ6rwluWvCd+9gJPdR2XCpGRqX8vxsPWd8nUWis+7GJ5u5lpJy022kXSt5aUV89CMFW2cw7y9NRBGdY6kmXnpCtG2mE/F7ENaOsHnHsuQERVLcwlwFUHuq4IOQB1RcA//+XbuUaS+yVioNgfAwqQB+JPH7/GX334CKD8aMsP7nldXOFhXR7ek3X3B38w2MkERPHfy9b8rmPy75bdCAxArCDVYbG1tlwr/4I/lbb9LlTflzwYI3pWD/lsr9msq6yfWGv/+u6JmcbaFmVrxLouW99DSvy1Lsj2kGWt3IJAuTNKCvOwzWaJJaeGEw/Si7/xrGvt+QuAdx/G8rLGgGVN1pB1DTiHgGUNsPJJRAgAig8CYIsZYhAqeST+5af3jSVkVVaP8zYd0AtinI53GAx6+Ud/GzDSPvWAJ9tmyvTKO8KMxaLtw9xTtic+hF7uD01vwbL0XfmchYLZZ49eVlpUpfWOVeKkZyGBESExbMIz5G/XNWBZ0houKd06ICLECw4VmrgP9V6LWj07JcAktOuc36FlL5r3IuTXgGUpM2eAFUvYLFIycwfA//vxg18uIQ8IBcgDIoFv3379qXra035soLV6CG4QosMobkAPGmK9qHfsxy2UKI/jFoxLVts9kmjNq0eXYzcfaftIfOwl0GrdDf53vYDd3r76OomsqPbPb4Lap4gQGaxDCHgCtumraxLCi50k2w+w1TEi7vRY96i63CMuJCk7bl0JYoXarCCydk1K0pbKZ8ApaWhv8YdiV4CEEL4D8B0AvP3r3z17g8jt+OHnd/j67RPOa/qxTE9yS2XxGFlAZsRHdxc9wA2ESv7sFYG+CKkXCYt525dQP3WP3Rf6GP0KHF/TRRgKD7TnrF9mW3Y9mwWVO+MIsntPiMRYkoHFIOdq2c5PEh1hDTgtwFlWd96wIsuru2dtGuGJmlTOZlXrWXhiQECsrCCpL8ATgBjLtf/4y9thGwh5RHYFSIzxDwD+AADv/+3fPLbD6g75+fMbvBGfe0665AuPa7srp56yr1SXHUiPBIvqNu2JkJGFRbsA+snL2nVOgH3xYdvZY098lI0SU6H7U5eVptLGSkzmc4OJa1fVERBjCXqVNVtWqCm3nXOS2hLL7JboZzjdS+JW9Stqd47YbHo5VVKHJWhVhIiIqc9nGpqJz6PHgDD/L8HTumTxUaYf1kLk6P+JNn0fNTx0xcEBF8hF5Q++72XxnLEQHA1yvUR87AXtXmQFiqH8qXJ13pKQIumqembcHlrUerNI0mvadt7uydTv/grmXgK3kjvEb6MkO5P2VjEjoe1fP7NaOk/rWv5n1nXB5/NpcBYIeWwozQmA8oN7PpcBYTjgjwZVZwByS/LK2BMZ21Nzt0zI4LY9s2ZrQhwOvsen49aWkF55szEIHnqgteLjiNVDt6nrRptwb6ARXioapwruLDE+4iLbo4iQzdqxLjiFWE3TtddIZg6tk3ayUSbcnOws7xfy/0SyfSDl/VBTb0thKDNiAKwr8ObNYz/ZkgkirmfifaVQgJCKt2/P+PTpDXqZLQEVQLo3aA++706PRBmwowxgnfIkBqTaFuuy94JUXWtH06ayb28mxqjMa4uPqm2V5aPflrrdxkriiA/9tb4WrQip99ZxI/ZausQ0M0bnZ5G2nQGI/UC7Q2zCtkVWmI3+Nanjb8p+us3pu5gzrkr/QhDxWmI9quabWKYVwPuvPvt9JaTiAtPynUEBQhrevUvrx3z8+FW1vRlC5IfeCQAt7/fcHaq4WGqRBd4bETLJUavHSCTo+j0RMlM+sLcOTxkcNe5MokFbU71ebIpez2V8/NFzrXOvaMGT2xGiK0L04F3cfGEL3txExbavzZYKlPNZ9gmNuEj7wf0s59qzhESIANnaUolupx+b3Prw4Rf/JBFCGihASJf379OP6cef3gFAMYergMz8OahFuaonyNoVsUeOA1jlRz9WcQge82WjbePUkWMRMmqT7GXjEjx0rEfd7n3rR1v/sYerZtaSsXCFEB03C6rv61wus4v1FcuKiEbtQouhnrrsreysLReLc0V7gc5amGg3TknVvqWLz2njZTVeqOCb9PLhN592+0qI5aDn9+6gACG7vP/wKYkQGaTUE21vMBXxERxh0iOqX/ZlKYNcikeJjaugKs8EWR6N6QBaC8UorflIhFyS28NzlezN1vDKqdsxL0JmRJVuZ8/KVScC20TEoA1T94TaZ42oZsekbfsWKTud1/bXxpMs0IIzuWKaBfQi8M1v/eUNCCH7UICQKd5/+ISffkyWkC37QTZLtzMMavGR36vy3PwOQa+roZZqX8tgGqNjtRiIoOdkL97As370mA0kvXR/y67gcKwfRdzV5XjvZ9qY9+8eV+pcY8DpgEAE+ufdum6q7xCyCJF8JSHUAieEtJ1WD/LFMAaEkDk+fJN+cH/64d3mkwjA9lQYYtgyV9ZBfMuy5vwXy5bZsrfuyRqxZcYEzirwMgQ7HbiOZzia4yMdd501YLoWoC8os52Gq6wig3aMpuLqQFavDikjW5lk22SbrdstxmLFWlcJNG1bvxcvlNup+rciuVrq4NL9a9nEhjj7yDozK2Ll2skuppDEOCFfTAQCM6EScowP3xYhkozsIS9NHp0hUtY9sf57OxPhBOC8BWLm1NYxAAsqq0hJ1iWWEccls7GXs0OHFPYSWD0nl1oyZl0ml9ZxSatqMQGIUMyBnN3j/Gtkk7JtS9VtO8ZKRO5du717Y0+QAWmGGCHkelCAkIv58O2nWoQAlTAAkPMqyN9pW2TMc6OU42V13iRqZDGv1j1ThMcoI6lHPxD0y0VIz9UkHBEEI+vH7LTguu5xfUeEjU3apbfVolBHbfbKsu0Mzb2kS5BZQ0faCfhxIz30eTidHvxRlTwPdMEQcjnZGvLjuzRQRH+wWQKy+DhtVhAvZmDd/mQg1O9jDMo1owWJTPn04zGOBMICnVVo90/F1dlzvfRmy/QWmmuP396YJ/2ZcxTU9dOzneoy0nXqTV3ecwnpWBBx7Umyr3q679i6MRKUo0Dfp5WJogl5TihAyFX48M0nfPz4VWPZEKFhp6WKK6Z6Ig0RkAXINqtHiAFAShN/XlNiqhV6QC5Pyh5T8SDA0OVwRHxcK+71klkvs/sfdskMXRv6fSssRsKvd90ucRl505x7wsNb1E5vWyPwyxN/GskNeGwDCAUIuR6SNwQAzuf26XFRoiP/oR4sllNsLCAlGHDJA4S4acQ1o4Nfy5oldf3W5199ln3U/kd/Gy4RH1OugL3vHctHvb18301GNiEytCWp3acVAI1VxLbbabteBE7XKbOorOXMe2+Fh7aj5LolrsSco58/8yeR3I5HX4yO/23kWTid1iIgnO9FfDQzE+KWWCpsAajaDL6saYl2M0sBjbBo6+vNsGjcQId6+fzsuV72xEf5fGEwqmPB2Jv507M8uC43oIr9sXLBc+9YhsGnVWm14NPvKTwIuT38ryPPhvjs9foeHtUAIn5+8YssaxYhAelzFGGyfWdFyBFGM2iOcC3rx6gVvZiPvf08juRIGcV66O+B1kLRfl+2S5CxnuUiFq1LplZL/fmYzj76/Hz85e1UuYQ8C7SAEPK8fD6f8PmcnjJ/9/7nbLmw6bSBMgtlBXDa8j1gSdNyl014nJECWkWEhM0dA6DKF3GE6aRZV+CSINdeDMfuui5TYmR/po4X66GTzJ0ynrTyAAAHq0lEQVTytjLlWu9vp17LtGsRqNXU6047j8xO8lxpqxI7P376qjmGEHJbKEDITfnTx68BAL//9kesQSwdsRmUF7VNBp7zJk4i0tNyCLF1x8APhtTbve/22Etc1gtkvca03lnxsWch8YNE59wl7fdqerU6pheTISIku0REkGyiIGxWMmsVOdquVd0jdjtA4UF+RcgP2QNDAUJehO9/+AYA8K9/+5dtpsv+E64khpJgxBgizkp06JVM8/6jsnBMiFzLXdOUu1Of/Twzc2TUr/F5kePbbfZYLT40Yv3QVg+Zem3zcASgJLHbhMh5HecjsRYWixWzP/z8rr8zIeTFoAAhL8r//fNv8vu/+e2fDw/uYgU5x1qEAM8XUNoTIjNWkGZFW6fcUZ2jbWPRMXbXjFe2LdtlXy/uozcT5hQi3ixr5YoR98uyBSqfNjEZYsCyBSAni0jbVhEfwZxTHexMSwf5tRMQOQvmpRtAiPBPf/4tgCREhBVhaqqq98TsTb88yp4b54gIOVJPf1v73XzmUpnm6n03Di6dRafb17lebN6XtG/E07rgFMyUa2xiIozdMfb8rzEwqJS8LihACPl1IULkX/3mBwB+4qgROh4EGOf2OJJ6XLdhlImzJ0KasnbqaLfP76vbqPfrJQbzpsiOsP3WbhEtOLTrRed9AZK41CvTVsHJoWQ9XVWdXjs4hZaQ1wn/c8mvln/+y7f5/V99+FjFd0jKdptsa48AX4T0yugJFC1E3DTjqr4jePk7Rvv02rcnMGrxYMsfBaeW4yUWR8RHFh3bCsja7fImrI0gWhDrE7Ss2SVjrSHM2UHuElpACPn18y8/vQcAfPv1p0Z0SJyAzW7ZwxMhwHgw38u50bOIeELE1n3E4uGxty6Kt29639tnL15ErwNT3udYEKDrdvkSKDwIuS/4H01eFTKj4eu3T5XwmBUfwjXiQzTWIvKlGVZ7AuDI7JaZ2S7efr1ssrKviIxTtnDUU273KInH6mumr2HcXjmDhdwtnIZLAUJeJ/pp+EuesK0QucQKohHxMZNrYya/x3yAqRdEWpc3k110b+qytm6cltb6IeQZLvlgQK+4u8ZWfDytKULkz1uuGELuHc6CIeSVszoWh96wbQNU9f7XtIZcmvTMm+VylFZoePuMYkI68R/wp9xa8SFBuDaIVKhXni1C5E8UHoQ8FBQg5C5oYjFwXIQIR2fGzLRnb7/0vt02Qy+uY2/KsLef+/32qsWHDjqF+j7Xhzo/hxYh2tVyjoEWD/K40AJCyP1QDd4SKKm+l9kVXmIwbQWxImRvdkovZmLObePvP3LjjFwus66VGavRYiwjl+QLWWPI7heJ76DoIIRQgJC7JQ/gwU8Zft26tqomKxqt49Kb9qtnnhxhZn9bo42rqV0uc2VGIKfKBxhUSkhNpAXkpRtAyHMTVf6QPffLXHmXfee1Szidviwc/tLF2wCTiqMjPEqwaTvjRcSRN5sF4JL3hLhEUIC8dAMIuSV2hV3LyA1zDa4pOjS9ZGq92I89d4sus3zfr7+aQru9Z94OQsgI/kKQh0RbQWam8X6pGJFjryk6PDyx0aRNP1hGz4qyOm4jig5CDsA8IIQ8Nj2XjARdtgvS7VtOl6XJd/oFLfxy4o7lZ3HiS6zwWGOygqTps8AvT/z5IIRcDn9BCOkwWgl3Ntj010ZPbMn2t6dz3kaBQcjzwkRkhBCy8fl8eukmEEIeBAoQQggh5CWgBYQQQgghNyWlC37pVrwoy0s3gBBCCCGPBy0ghBBCyM1hJlRaQAghhBByc2gBIYQQQl6CB7eAUIAQQgghL8GDCxC6YAghhBByc2gBIYQQQm4Np+HSAkIIIYSQ20MLCCGEEHJzIhAfezlcChBCCCHkJWAQKiGEEELIbaEFhBBCCLk1DEKlBYQQQgght4cWEEIIIeQlYAwIIYQQQshtoQWEEEIIeQke3AJCAUIIIYTcnPjwAoQuGEIIIYTcHFpACCGEkFsTAayPnQmVFhBCCCGE3BxaQAghhJCX4MFjQChACCGEkJfgwQUIXTCEEEIIuTm0gBBCCCE3J3ItmJduACGEEEIeD1pACCGEkFsTgRgfexouBQghhBDyEtAFQwghhBByW2gBIYQQQl4CTsMlhBBCCLkttIAQQgghtyZGrgXz0g0ghBBCyONBCwghhBDyEjx4DAgFCCGEEPICRLpgCCGEEEJuCy0ghBBCyM2JD++CoQWEEEIIITeHFhBCCCHk1kQ8fCp2ChBCCCHkJXjwxejogiGEEELIzaEFhBBCCLkxEUB8cBcMLSCEEEIIuTm0gBBCCCG3JsaHjwGhACGEEEJeALpgCCGEEEJuDC0ghBBCyEvw4C6YEHdSwYYQvgPw3fbx3wH4h+du1IPxewDfv3Qj7gye0+vDc3p9eE6vz+w5/dsY418/d2NGhBD+N1J7r833Mcb/9AzlXp1dAVLtHML/iTH++2dsz8PBc3p9eE6vD8/p9eE5vT48p68LxoAQQggh5OZQgBBCCCHk5hwVIH94llY8Njyn14fn9PrwnF4fntPrw3P6ijgUA0IIIYQQcg3ogiGEEELIzaEAIYQQQsjNoQAhhBBCyM2hACGEEELIzaEAIYQQQsjN+f/b2Qz0CvmqRwAAAABJRU5ErkJggg==\n", | |
| "text/plain": [ | |
| "<Figure size 864x576 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "showimage('SkyM100del_7m12m_dirty.image', title=\"Dirty Image\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 41, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "{}" | |
| ] | |
| }, | |
| "execution_count": 41, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "os.system('rm -rf SkyM100del_7m12m_clean.*')\n", | |
| "tclean(vis=['M100_aver_7_ch0.ms', 'M100_aver_12_ch0.ms'],\n", | |
| " imagename='SkyM100del_7m12m_clean',\n", | |
| " cell='0.4arcsec',\n", | |
| " imsize=1024,\n", | |
| " phasecenter='J2000 12h22m54.9 +15d49m15',\n", | |
| " gridder='mosaic',\n", | |
| " niter=1000,\n", | |
| " threshold='1Jy',\n", | |
| " pblimit=0.2,\n", | |
| " pbmask=0.2,\n", | |
| " usemask='pb',\n", | |
| " deconvolver='multiscale',\n", | |
| " scales=[0,5,10,25,50],\n", | |
| " mosweight=False,\n", | |
| " weighting='briggs',\n", | |
| " robust=0.0,\n", | |
| " pbcor=True,\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 42, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "{}" | |
| ] | |
| }, | |
| "execution_count": 42, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "os.system('rm -rf SkyM100del_7m_clean.*')\n", | |
| "tclean(vis='M100_aver_7_ch0.ms',\n", | |
| " imagename='SkyM100del_7m_clean',\n", | |
| " cell='0.4arcsec',\n", | |
| " imsize=1024,\n", | |
| " phasecenter='J2000 12h22m54.9 +15d49m15',\n", | |
| " gridder='mosaic',\n", | |
| " niter=1000,\n", | |
| " threshold='1Jy',\n", | |
| " pblimit=0.2,\n", | |
| " pbmask=0.2,\n", | |
| " usemask='pb',\n", | |
| " deconvolver='multiscale',\n", | |
| " scales=[0,5,10,25,50],\n", | |
| " mosweight=False,\n", | |
| " weighting='briggs',\n", | |
| " robust=0.0,\n", | |
| " pbcor=True,\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 43, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "{}" | |
| ] | |
| }, | |
| "execution_count": 43, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "os.system('rm -rf SkyM100del_12m_clean.*')\n", | |
| "tclean(vis='M100_aver_12_ch0.ms',\n", | |
| " imagename='SkyM100del_12m_clean',\n", | |
| " cell='0.4arcsec',\n", | |
| " imsize=1024,\n", | |
| " phasecenter='J2000 12h22m54.9 +15d49m15',\n", | |
| " gridder='mosaic',\n", | |
| " niter=1000,\n", | |
| " threshold='1Jy',\n", | |
| " pblimit=0.2,\n", | |
| " pbmask=0.2,\n", | |
| " usemask='pb',\n", | |
| " deconvolver='multiscale',\n", | |
| " scales=[0,5,10,25,50],\n", | |
| " mosweight=False,\n", | |
| " weighting='briggs',\n", | |
| " robust=0.0,\n", | |
| " pbcor=True,\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 44, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "True" | |
| ] | |
| }, | |
| "execution_count": 44, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "impbcor(imagename='SkyM100del_7m12m_clean.image',\n", | |
| " pbimage='SkyM100del_7m12m_clean.pb',\n", | |
| " outfile='SkyM100del_7m12m_clean.image.pbcor',\n", | |
| " overwrite=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 45, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Text(0.5, 0.98, \"pbcor'd cleaned image\")" | |
| ] | |
| }, | |
| "execution_count": 45, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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