{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Photometry with XGA" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial will show you how to perform basic photometric analyses on XGA sources, starting with how you use the built in SAS interface to generate the necessary XMM images, exposure maps, and the XGA ratemap objects. Using the SAS interface requires that a version of SAS be installed on your system, and the module will check for the presence of this software before trying to run any SAS routines.\n", "\n", "I will take you through the basics of interacting with the XGA photometric products, including using source masks and the built in peak finding techniques. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from astropy.units import Quantity\n", "from astropy.visualization import LinearStretch\n", "import numpy as np\n", "import pandas as pd\n", "\n", "from xga.sources import GalaxyCluster, NullSource\n", "from xga.samples import ClusterSample\n", "from xga.sas import evselect_image, eexpmap, emosaic\n", "from xga.utils import xmm_sky" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First of all, I will declare an individual galaxy cluster source object, and a galaxy cluster sample object. I am going to demonstrate that you can use the SAS interface with individual sources and samples of sources in exactly the same way. The sample of four clusters is taken from the XCS-SDSS sample (Giles et al. (in prep)), and the individual cluster is Abell 907. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Declaring BaseSource Sample: 100%|██████████| 4/4 [00:01<00:00, 2.77it/s]\n", "Generating products of type(s) ccf: 100%|██████████| 4/4 [00:10<00:00, 2.70s/it]\n", "Generating products of type(s) image: 100%|██████████| 4/4 [00:03<00:00, 1.32it/s]\n", "Generating products of type(s) expmap: 100%|██████████| 4/4 [00:01<00:00, 2.24it/s]\n", "Setting up Galaxy Clusters: 100%|██████████| 4/4 [00:03<00:00, 1.23it/s]\n" ] } ], "source": [ "# Setting up the column names and numpy array that go into the Pandas dataframe\n", "column_names = ['name', 'ra', 'dec', 'z', 'r500', 'r200', 'richness', 'richness_err']\n", "cluster_data = np.array([['XCSSDSS-124', 0.80057775, -6.0918182, 0.251, 1220.11, 1777.06, 109.55, 4.49],\n", " ['XCSSDSS-2789', 0.95553986, 2.068019, 0.11, 1039.14, 1519.79, 38.90, 2.83],\n", " ['XCSSDSS-290', 2.7226392, 29.161021, 0.338, 935.58, 1359.37, 105.10, 5.99],\n", " ['XCSSDSS-134', 4.9083898, 3.6098177, 0.273, 1157.04, 1684.15, 108.60, 4.79]])\n", "\n", "# Possibly I'm overcomplicating this by making it into a dataframe, but it is an excellent data structure,\n", "# and one that is very commonly used in my own analyses.\n", "sample_df = pd.DataFrame(data=cluster_data, columns=column_names)\n", "sample_df[['ra', 'dec', 'z', 'r500', 'r200', 'richness', 'richness_err']] = \\\n", " sample_df[['ra', 'dec', 'z', 'r500', 'r200', 'richness', 'richness_err']].astype(float)\n", "\n", "# Defining the sample of four XCS-SDSS galaxy clusters\n", "demo_smp = ClusterSample(sample_df[\"ra\"].values, sample_df[\"dec\"].values, sample_df[\"z\"].values, \n", " sample_df[\"name\"].values, r200=Quantity(sample_df[\"r200\"].values, \"kpc\"),\n", " r500=Quantity(sample_df[\"r500\"].values, 'kpc'), richness=sample_df['richness'].values, \n", " richness_err=sample_df['richness_err'].values)\n", "\n", "# And defining an individual source object for Abell 907\n", "demo_src = GalaxyCluster(149.59209, -11.05972, 0.16, r500=Quantity(1200, 'kpc'), r200=Quantity(1700, 'kpc'), \n", " name=\"A907\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A note on XGA's Parallelism" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In every SAS function built into XGA (and indeed many functions in other parts of the module), you will find a ``num_cores`` keyword argument which tells the function how many cores on your local machine it is allowed to use. The default value is 90% of the available cores on your system, though you are of course free to set your own value when you call the functions.\n", "\n", "To see the number of cores which have automatically allocated to XGA, you can import the NUM_CORES constant from the base xga module (this tutorial for instance was run on a laptop with an Intel Core i5-8300H CPU, with four physical cores and four logical cores):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "7" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from xga import NUM_CORES\n", "NUM_CORES" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also manually set this value globally, before running anything. Either set the `num_cores` option in the [XGA_SETUP] section of the configuration file, or simply set the NUM_CORES constant imported from xga." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generating XMM Images with XGA" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Please note that the XCS data reduction pipeline produces images and exposure maps in the 0.5-2.0keV and 2.0-10.0keV energy ranges, and as the configuration file points XGA towards existing data, these sources will already have those images and exposure maps loaded in.\n", "\n", "Please also note that ClusterSample class automatically generates images and exposure maps in the energy range used for peak finding (set by the keyword arguments `peak_lo_en` and `peak_hi_en`, by default 0.5keV and 2.0keV respectively). An individual GalaxyCluster source object will also automatically generate images and exposure maps in this range, but only if the `use_peak` keyword argument is set to True (which it is by default).\n", "\n", "As such, I'm going to demonstrate how you can generate images and exposure maps in another (probably not very useful in a real analysis) energy range, 0.5-2.0keV. When telling SAS what energy range to generate in, we use Astropy quantities in units of keV, though you could supply limits in any energy unit:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Setting up the lower and upper energy bounds for our products\n", "lo_en = Quantity(0.5, 'keV')\n", "hi_en = Quantity(10.0, 'keV')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating products of type(s) image: 100%|██████████| 12/12 [00:15<00:00, 1.31s/it]\n", "Generating products of type(s) image: 100%|██████████| 9/9 [00:04<00:00, 1.97it/s]\n" ] } ], "source": [ "# This will generate images in the 0.5-10keV range, for every instrument in \n", "# every ObsID in every source in this sample\n", "demo_smp = evselect_image(demo_smp, lo_en=lo_en, hi_en=hi_en)\n", "\n", "# The function call is identical when generating images for an individual source, but here \n", "# I have limited XGA to using only four cores\n", "demo_src = evselect_image(demo_src, lo_en=lo_en, hi_en=hi_en, num_cores=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These images have now been generated and associated with the appropriate source." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generating XMM Exposure Maps with XGA" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The process for generating exposure maps is almost identical to the image generation process, we simply call a different function, though XMM calibration files (CCFs) are required to make exposure maps, so they will be generated if they do not already exist:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating products of type(s) expmap: 100%|██████████| 12/12 [01:21<00:00, 6.78s/it]\n", "Generating products of type(s) expmap: 100%|██████████| 9/9 [00:46<00:00, 5.21s/it]\n" ] } ], "source": [ "# This will generate expmaps in the 0.5-10keV range, for every instrument in \n", "# every ObsID in every source in this sample\n", "demo_smp = eexpmap(demo_smp, lo_en=lo_en, hi_en=hi_en)\n", "\n", "# The function call is identical when generating expmaps for an individual source\n", "demo_src = eexpmap(demo_src, lo_en=lo_en, hi_en=hi_en)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## XGA Ratemaps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we've generated images and exposure maps for our weird, custom energy range, we can see that XGA has automatically made RateMaps from those products, I use the individual source as a demonstration here. There are nine ratemaps present because there are three observations of Abell 907, each with three valid instruments:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rts = demo_src.get_ratemaps(lo_en=lo_en, hi_en=hi_en)\n", "rts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic properties of ANY XGA Product" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here I just demonstrate some of the most basic (but still useful) properties of XGA's photometric products. I am going to use one of the ratemaps generated for Abell 907, but the properties I demonstrate in this section will be present in **any** XGA photometric product. These first properties should actually be present in every XGA product, photometric or otherwise:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A907 \n", "\n", "0404910601 pn \n", "\n", "/home/dt237/code/PycharmProjects/XGA/docs/source/notebooks/tutorials/xga_output/0404910601/0404910601_pn_0.5-10.0keVimg.fits\n" ] } ], "source": [ "chosen_ratemap = rts[0]\n", "\n", "# If generated using XGA's SAS interface, the product stores the name \n", "# of the source it is associated with\n", "print(chosen_ratemap.src_name, '\\n')\n", "\n", "# Its also aware of what ObsID and instrument it is from\n", "print(chosen_ratemap.obs_id, chosen_ratemap.instrument, '\\n')\n", "\n", "# And where the base file is stored \n", "print(chosen_ratemap.path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic properties of XGA Photometric products" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here I demonstrate how to access the data and fits header information of an XGA photometric product. I also show off some of the useful functions that are built into photometric objects to make our lives easier.\n", "\n", "Accessing an image's (or in this case a ratemap's) data is extremely simple, with the added benefit that data is not loaded into memory from the disk until the user actually wants to access it. Its possible to have hundreds of images associated with a single source, so avoiding having data in memory unless its needed helps stop us running out of RAM.\n", "\n", "You shouldn't be concerned that the data shown here is are all zeros, the outskirts of the ratemap are off of the XMM detector and as such have a countrate of zero:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Retrieving the data as a numpy array is as simple as \n", "# calling the data property\n", "my_ratemap_data = chosen_ratemap.data\n", "my_ratemap_data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also retrieve the whole header of the fits image by using the header property:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "\n", "SIMPLE = T / file does conform to FITS standard\n", "BITPIX = 32 / number of bits per data pixel\n", "NAXIS = 2 / number of data axes\n", "NAXIS1 = 512 / length of data axis 1\n", "NAXIS2 = 512 / length of data axis 2\n", "EXTEND = T / FITS dataset may contain extensions\n", "XPROC0 = 'evselect table=/home/dt237/apollo_mnt/xmm_obs/data/0404910601/eclean'\n", "XDAL0 = '0404910601_pn_0.5-10.0keVimg.fits 2021-06-09T16:25:26.000 Create evs'\n", "CREATOR = 'evselect (evselect-3.68) [xmmsas_20190531_1155-18.0.0]' / name of cod\n", "DATE = '2021-06-09T16:25:26.000' / creation date\n", "ORIGIN = 'User site' / \n", "ODSVER = '16.911' / ODS version\n", "ODSCHAIN= 'S2KO' / Processing Chain\n", "FILTER = 'Thin1' / Filter ID\n", "FRMTIME = 199 / [ms] Frame Time, nearest integer\n", "TELESCOP= 'XMM' / Telescope (mission) name\n", "INSTRUME= 'EPN' / Instrument name\n", "REVOLUT = 1184 / XMM revolution number\n", "OBS_MODE= 'POINTING' / Observation mode (pointing or slew)\n", "OBS_ID = '0404910601' / Observation identifier\n", "EXP_ID = '0404910601003' / Exposure identifier\n", "EXPIDSTR= 'S003' / Exposure identifier (Xnnn)\n", "CONTENT = 'EPIC PN IMAGING MODE EVENT LIST' / \n", "DATAMODE= 'IMAGING' / Instrument mode (IMAGING, TIMING, BURST, etc.)\n", "SUBMODE = 'PrimeFullWindowExtended' / Guest Observer mode\n", "OBJECT = 'RXCJ0958-1103' / Name of observed object\n", "DATE-OBS= '2006-05-27T10:58:40' / Start Time (UTC) of exposure\n", "DATE-END= '2006-05-27T15:34:21' / End Time (UTC) of exposure\n", "DATE_OBS= '2006-05-27T09:57:27.000' / Date observations were made\n", "DATE_END= '2006-05-27T15:42:37.000' / Date observations ended\n", "DURATION= 20710.0 / [s] Duration of observation\n", "TIMESYS = 'TT' / XMM time will be TT (Terrestial Time)\n", "MJDREF = 50814.0 / [d] 1998-01-01T00:00:00 (TT) expressed in MJD (\n", "TIMEZERO= 0 / Clock correction (if not zero)\n", "TIMEUNIT= 's' / All times in s unless specified otherwise\n", "CLOCKAPP= T / Clock correction applied\n", "TIMEREF = 'LOCAL' / Reference location of photon arrival times\n", "TASSIGN = 'SATELLITE' / Location of time assignment\n", "OBSERVER= 'Prof Hans Boehringer' / Name of PI\n", "RA_OBJ = 149.592084 / [deg] Ra of the observed object\n", "DEC_OBJ = -11.0597222 / [deg] Dec of the observed object\n", "RA_NOM = 149.592084 / [deg] Ra of boresight\n", "DEC_NOM = -11.0597222 / [deg] Dec of boresight\n", "SRCPOS = 190 / [pixel] Assumed RAWY source position for fast m\n", "SRCPOSX = 36.6997234597762 / [pixel] real-valued RAWX source position\n", "SRCPOSY = 190.216005661132 / [pixel] real-valued RAWY source position\n", "EXPSTART= '2006-05-27T10:58:40' / Start Time (UTC) of exposure\n", "EXPSTOP = '2006-05-27T15:34:21' / End Time (UTC) of exposure\n", "OBSSTART= '2006-05-27T09:57:27.000' / Date observation was started\n", "OBSSTOP = '2006-05-27T15:42:37.000' / Date observation was stopped\n", "ATT_SRC = 'AHF' / Source of attitude data (AHF|RAF|THF)\n", "ORB_RCNS= T / Reconstructed orbit data used?\n", "TFIT_RPD= F / Recalculated signal propagation delays?\n", "TFIT_DEG= 4 / Degree of OBT-MET fit polynomial\n", "TFIT_RMS= 5.43513446215138e-06 / RMS value of OBT-MET polynomial fit\n", "TFIT_PFR= 0.0 / Fraction of disregarded TCS data points\n", "TFIT_IGH= T / Ignored GS handover in TC data?\n", "LONGSTRN= 'OGIP 1.0' / \n", "EQUINOX = 2000.0 / Equinox for sky coordinate x/y axes\n", "RADECSYS= 'FK5' / World coord. system for this file\n", "REFXCTYP= 'RA---TAN' / WCS Coord. type: RA tangent plane projection\n", "REFXCRPX= 25921 / WCS axis reference pixel of projected image\n", "REFXCRVL= 149.591375 / [deg] WCS coord. at X axis ref. pixel\n", "REFXCDLT= -1.38888888888889e-05 / [deg/pix] WCS X increment at ref. pixel\n", "REFXLMIN= 1 / WCS minimum legal QPOE projected image X axis v\n", "REFXLMAX= 51840 / WCS maximum legal QPOE projected image X axis v\n", "REFXDMIN= 1254 / WCS minimum projected image X axis data value\n", "REFXDMAX= 14799 / WCS maximum projected image X axis data value\n", "REFXCUNI= 'deg' / WCS Physical units of X axis\n", "REFYCTYP= 'DEC--TAN' / WCS Coord. type: DEC tangent plane projection\n", "REFYCRPX= 25921 / WCS axis reference pixel of projected image\n", "REFYCRVL= -11.0887222222222 / [deg] WCS coord. at Y axis ref. pixel\n", "REFYCDLT= 1.38888888888889e-05 / [deg/pix] WCS Y increment at ref. pixel\n", "REFYLMIN= 1 / WCS minimum legal QPOE projected image Y axis v\n", "REFYLMAX= 51840 / WCS maximum legal QPOE projected image Y axis v\n", "REFYDMIN= 17644 / WCS minimum projected image Y axis data value\n", "REFYDMAX= 33229 / WCS maximum projected image Y axis data value\n", "REFYCUNI= 'deg' / WCS Physical units of Y axis\n", "AVRG_PNT= 'MEDIAN' / Meaning of PNT values (mean or median)\n", "RA_PNT = 149.591375 / [deg] Actual (mean) pointing RA of the optical\n", "DEC_PNT = -11.0887222222222 / [deg] Actual (mean) pointing Dec of the optica\n", "PA_PNT = 306.720916748047 / [deg] Actual (mean) measured position angle of\n", "HISTORY 1-06-09T16:25:26\n", "HISTORY Created by evselect (evselect-3.68) [xmmsas_20190531_1155-18.0.0] at '\n", "XMMSEP = 83 / 83 primary image keywords follow\n", "SLCTEXPR= '(PI in [500:10000])' / Filtering expression used by evselect\n", "HDUCLASS= 'OGIP' / Format conforms to OGIP/GSFC conventions\n", "HDUCLAS1= 'IMAGE' / File contains an Image\n", "HDUCLAS2= 'TOTAL' / Gross Image\n", "HDUVERS1= '1.1.0' / Version of format\n", "CTYPE1 = 'RA---TAN' / Coord. type: RA tangent plane projection\n", "CRPIX1 = 256.505747126437 / WCS reference pixel\n", "CRVAL1 = 149.591375 / [deg] coord. at X axis ref. pixel\n", "CUNIT1 = 'deg' / Physical units of X axis\n", "CDELT1 = -0.00120833333333333 / WCS pixel size\n", "CTYPE1L = 'X' / WCS coordinate name\n", "CRPIX1L = 1 / WCS reference pixel\n", "CRVAL1L = 3692.0 / WCS reference pixel value\n", "CDELT1L = 87.0 / WCS pixel size\n", "LTV1 = -41.4367816091954 / \n", "LTM1_1 = 0.0114942528735632 / \n", "CTYPE2 = 'DEC--TAN' / Coord. type: DEC tangent plane projection\n", "CRPIX2 = 256.505747126437 / WCS reference pixel\n", "CRVAL2 = -11.0887222222222 / [deg] coord. at Y axis ref. pixel\n", "CUNIT2 = 'deg' / Physical units of Y axis\n", "CDELT2 = 0.00120833333333333 / WCS pixel size\n", "CTYPE2L = 'Y' / WCS coordinate name\n", "CRPIX2L = 1 / WCS reference pixel\n", "CRVAL2L = 3692.0 / WCS reference pixel value\n", "CDELT2L = 87.0 / WCS pixel size\n", "LTV2 = -41.4367816091954 / \n", "LTM2_2 = 0.0114942528735632 / \n", "WCSNAMEL= 'PHYSICAL' / WCS L name\n", "WCSAXESL= 2 / No. of axes for WCS L\n", "LTM1_2 = 0 / \n", "LTM2_1 = 0 / \n", "TIMEDEL = 0.19453132 / [s] Length of exposure entry interval\n", "DSTYP1 = 'CCDNR' / data subspace descriptor: name\n", "DSTYP2 = 'FLAG' / data subspace descriptor: name\n", "DSTYP3 = 'PATTERN' / data subspace descriptor: name\n", "DSTYP4 = 'FLAG' / data subspace descriptor: name\n", "DSTYP5 = 'TIME' / data subspace descriptor: name\n", "DSUNI5 = 's' / data subspace descriptor: units\n", "DSTYP6 = 'PI' / data subspace descriptor: name\n", "DSUNI6 = 'eV' / data subspace descriptor: units\n", "DSVAL1 = '1' / data subspace descriptor: value\n", "DSFORM2 = 'X' / data subspace descriptor: data type\n", "DSVAL2 = 'b00xx00000x0xxxxxxxxxxxxxxxxx' / data subspace descriptor: value\n", "DSVAL3 = ':4' / data subspace descriptor: value\n", "DSVAL4 = '0' / data subspace descriptor: value\n", "DSVAL5 = 'TABLE' / data subspace descriptor: value\n", "DSREF5 = ':GTI00005' / data subspace descriptor: reference\n", "DSVAL6 = '500:10000' / data subspace descriptor: value\n", "2DSVAL1 = '2' / data subspace descriptor: value\n", "2DSREF5 = ':GTI00105' / data subspace descriptor: reference\n", "3DSVAL1 = '3' / data subspace descriptor: value\n", "3DSREF5 = ':GTI00205' / data subspace descriptor: reference\n", "4DSVAL1 = '4' / data subspace descriptor: value\n", "4DSREF5 = ':GTI00305' / data subspace descriptor: reference\n", "5DSVAL1 = '5' / data subspace descriptor: value\n", "5DSREF5 = ':GTI00405' / data subspace descriptor: reference\n", "6DSVAL1 = '6' / data subspace descriptor: value\n", "6DSREF5 = ':GTI00505' / data subspace descriptor: reference\n", "7DSVAL1 = '7' / data subspace descriptor: value\n", "7DSREF5 = ':GTI00605' / data subspace descriptor: reference\n", "8DSVAL1 = '8' / data subspace descriptor: value\n", "8DSREF5 = ':GTI00705' / data subspace descriptor: reference\n", "9DSVAL1 = '9' / data subspace descriptor: value\n", "9DSREF5 = ':GTI00805' / data subspace descriptor: reference\n", "10DSVAL1= '10' / data subspace descriptor: value\n", "10DSREF5= ':GTI00905' / data subspace descriptor: reference\n", "11DSVAL1= '11' / data subspace descriptor: value\n", "11DSREF5= ':GTI01005' / data subspace descriptor: reference\n", "12DSVAL1= '12' / data subspace descriptor: value\n", "12DSREF5= ':GTI01105' / data subspace descriptor: reference\n", "ONTIME01= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME02= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME03= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME04= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME05= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME06= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME07= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME08= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME09= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME10= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME11= 6050.0 / Sum of GTIs for a particular CCD\n", "ONTIME12= 6050.0 / Sum of GTIs for a particular CCD\n", "EXPOSURE= 6050.0 / max of ONTIMEnn values" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "chosen_ratemap.header" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And a specific entry by indexing the header object using the entries name:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Prof Hans Boehringer'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "chosen_ratemap.header['OBSERVER']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Converting coordinates with XGA Photometric products" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reading in the header means that XGA has access to the World Coordinate System ([WCS](https://fits.gsfc.nasa.gov/fits_wcs.html)) information of the fits image, and using this I wrote a function that will convert between different coordinate systems for a given photometric product. Again, any coordinates must be passed in as Astropy quantity objects:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[149.782975 -11.27656289] deg \n", "\n", "[12392. 12392.] xmm_sky\n" ] } ], "source": [ "# Defining a position to convert in pixel coordinates\n", "pix_coord = Quantity([100, 100], 'pix')\n", "\n", "# The pixel coordinate can be converted to degrees like this\n", "print(chosen_ratemap.coord_conv(pix_coord, 'deg'), '\\n')\n", "\n", "# If the product fits file had a WCS entry for the XMM sky coordinates system,\n", "# then we can convert to that as well\n", "print(chosen_ratemap.coord_conv(pix_coord, 'xmm_sky'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also actually define an Astropy quantity in XMM's sky units, by dint of a custom unit defined in the XGA *utils* file (I imported it at the top of this tutorial). Please be aware that the Astropy module is not aware of this custom unit, so defining a quantity with a string representation of the unit will not work:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[130 130] pix \n", "\n", "[149.74602109 -11.24036252] deg\n" ] } ], "source": [ "# Defining an XMM Sky position\n", "sky_coord = Quantity([15000, 15000], xmm_sky)\n", "\n", "# Converting to pixels\n", "print(chosen_ratemap.coord_conv(sky_coord, 'pix'), '\\n')\n", "\n", "# Converting to an RA-Dec position\n", "print(chosen_ratemap.coord_conv(sky_coord, 'deg'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also easily convert between any combination of these units, and here I demonstrate how to convert the user supplied coordinates (used when the cluster was defined), as well as the peak coordinates found during declaration:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The initial coordinates were [149.59209 -11.05972] deg\n", "[255 280] pix \n", "\n", "The peak coordinates are [149.59251341 -11.06395832] deg\n", "[255 276] pix \n", "\n" ] } ], "source": [ "# This is an easy way to access the coordinates the user passed in when declaring the source\n", "print('The initial coordinates were', demo_src.ra_dec)\n", "print(chosen_ratemap.coord_conv(demo_src.ra_dec, 'pix'), '\\n')\n", "\n", "# And an equally easy way to access the peak coordinates\n", "print('The peak coordinates are', demo_src.peak)\n", "print(chosen_ratemap.coord_conv(demo_src.peak, 'pix'), '\\n')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Viewing XGA Photometric products" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One of the most useful features built into XGA's photometric products is the ability to easily visualise them, with multiple ways to modify the image produced. This includes changing the size of the image, altering the scaling applied (log-scaling is used by default), applying masks, zooming in specific parts of the image, and adding crosshairs to indicate a coordinate.\n", "\n", "Again, we're using a ratemap taken from Abell 907, and with one simple line of code we can produce a useful visualisation. I've increased the size of the image so that it looks better in the documentation, and used the crosshairs to highlight the coordinate of the user supplied position. Only one crosshair can be placed on an image, but the coordinate can be in degrees, pixels, or XMM sky coordinates:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Displaying the ratemap, with a crosshair for a particular coordinate\n", "chosen_ratemap.view(cross_hair=demo_src.ra_dec, figsize=(12, 10))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving a value at a certain coordinate" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At some point you may wish to know the value of a photometric product at a certain coordinate, a ratemap or an exposure map for instance. There are built in methods to help you retrieve those value which will accept coordinates in any valid unit (degrees, pixels, or XMM sky). The value is returned as an Astropy quantity, with the correct units for the type of product.\n", "\n", "I'll also show you a useful feature of ratemap, that it stores links to the image and expmap that were used to create it, so accessing those constituent products is as easy as using the 'image' or 'expmap' properties of the ratemap:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.006222707412880577 ct s \n", "\n", "4981.75439453125 s \n", "\n" ] } ], "source": [ "# For a ratemap, we use the method 'get_rate'\n", "print(chosen_ratemap.get_rate(demo_src.ra_dec), '\\n')\n", "\n", "# If we wished to know the exposure time at that position, we could access the ratemap's \n", "# expmap and use 'get_exp'\n", "print(chosen_ratemap.expmap.get_exp(demo_src.ra_dec), '\\n')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Combined images and exposure maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have generated images and exposure maps for all the ObsIDs and instruments associated with all these sources that we're interested in analysing, we will want to bring all that information together by creating combined images and exposure maps. Most XGA analyses take place on combined products, because that ability to find all relevant data for a particular source is one of XGA's key strengths. Currently I use the SAS routine emosaic to generate the combined data products, and it is nearly as simple as generating images and exposure maps, the main difference is that you need to tell emosaic what type of product you want to combine:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating products of type(s) image: 100%|██████████| 4/4 [00:00<00:00, 9.67it/s]\n", "Generating products of type(s) image: 100%|██████████| 1/1 [00:00<00:00, 2.51it/s]\n", "Generating products of type(s) expmap: 100%|██████████| 4/4 [00:00<00:00, 10.10it/s]\n", "Generating products of type(s) expmap: 100%|██████████| 1/1 [00:00<00:00, 2.52it/s]\n" ] } ], "source": [ "# ------------IMAGES------------\n", "# Starting off with making combined images for the sample\n", "demo_smp = emosaic(demo_smp, 'image', lo_en=lo_en, hi_en=hi_en)\n", "\n", "# And for the single source\n", "demo_src = emosaic(demo_src, 'image', lo_en=lo_en, hi_en=hi_en)\n", "\n", "# -----------EXPMAPS------------\n", "# The same again but telling emosaic that we want combined exposure maps this time\n", "demo_smp = emosaic(demo_smp, 'expmap', lo_en=lo_en, hi_en=hi_en)\n", "\n", "demo_src = emosaic(demo_src, 'expmap', lo_en=lo_en, hi_en=hi_en)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I'm also going to read out the combined ratemap into a variable for easy use in other parts of this tutorial:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "chosen_comb_rt = demo_src.get_products('combined_ratemap', extra_key='bound_0.5-10.0')[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving and using masks from a source" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is common practise in photometric analyses to mask out any sources that might bias or interfere with the source that you are investigating, and as such each XGA source object is able to produce masking arrays. These masking arrays are filled with ones and zeros, where any zero elements are to be considered 'masked', and masked image/expmap/ratemap data can be calculated by multiplying the image/expmap/ratemap data by the masking array.\n", "\n", "XGA is capable of producing several types of mask; interloper masks (where non-relevant sources are masked), source masks (where any part of the product not within a certain source region is masked out), and standard masks (which are a combination of the last two types).\n", "\n", "An XGA source can generate masks for any of the ObsIDs associated with it, which is important because the ObsIDs are all likely to have different pointing coordinates and roll angles, and as such the pixel coordinates will not correspond to the same RA-Dec coordinates. If no ObsID information is supplied then XGA will assume that the mask should be generated for a combined photometric product." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I'm also going to demonstrate the masking functionality of the view() method for photometric XGA products by showing the effects of the masks I'm generating on actual ratemaps:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# This generates a mask that removes interloper sources (any non-relevant source). As we\n", "# didn't provide an ObsID it is only valid for the combined products\n", "interloper_mask = demo_src.get_interloper_mask()\n", "\n", "# It is very easy to apply the mask to remove any interlopers from the ratemap\n", "chosen_comb_rt.view(cross_hair=demo_src.ra_dec, mask=interloper_mask, figsize=(12, 10))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Its just as easy to produce an interloper mask for a specific ObsID, and though the ratemaps look extremely similar, please note that this is because the three observations associated with this source all have near identical pointing coordinates. That means that the shape of this image is *very* similar to the 512x512 of the individual images. This may not be the case for other sources, where separate observations added together can result in quite different image shapes.\n", "\n", "Here we produce a mask for the Abell 907 ratemap we retrieved earlier:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Much the same process as to generate the mask for the combined ratemap, but we also supply an ObsID\n", "individual_interloper_mask = demo_src.get_interloper_mask(obs_id=chosen_ratemap.obs_id)\n", "\n", "# It is very easy to apply the mask to remove any interlopers from the ratemap\n", "chosen_ratemap.view(cross_hair=demo_src.ra_dec, mask=individual_interloper_mask, figsize=(12, 10))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we are going to learn how to generate masks that lets us select the source region of interest. At this point we have to make a choice as to which source region we're interested in; most source objects will allow us to generate a mask from the region files which were supplied to XGA in the configuration file, but if you have a point source then you could also choose 'point', and if you have a Galaxy Cluster then you could also select one of the overdensity regions (such as 'r200').\n", "\n", "When you generate a source region mask, you will also be supplied with a matching background region mask, which is a region extending between `back_inn_rad_factor` - `back_out_rad_factor` multiplied by the radius of interest, where these keyword arguments are set when defining a source object." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/dt237/code/PycharmProjects/XGA/xga/sources/base.py:1334: UserWarning: You cannot use custom central coordinates with a region from supplied region files\n", " warnings.warn(\"You cannot use custom central coordinates with a region from supplied region files\")\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# A source and background mask generated for the selected source from our region file for\n", "# this particular ObsID\n", "region_masks = demo_src.get_source_mask('region', chosen_ratemap.obs_id)\n", "\n", "# Here I will show the source mask applied to the 0404910601-PN ratemap in the 0.5-10.0keV range\n", "chosen_ratemap.view(mask=region_masks[0], figsize=(12, 10))\n", "# I will also show the background mask applied to this ratemap\n", "chosen_ratemap.view(mask=region_masks[1], figsize=(12, 10))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we've seen how to access a region file region, we're going to look at an R$_{500}$ region, this also seems like a good time to demonstrate XGA's automatic zoom functionality when viewing photometric products:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# A source and background mask generated for the combined ratemap for Abell 907 at R_500\n", "r500_masks = demo_src.get_source_mask('r500')\n", "\n", "# Here I will show the source mask applied to the combined ratemap in the 0.5-10.0keV range\n", "chosen_comb_rt.view(mask=r500_masks[0], figsize=(12, 10), zoom_in=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can still see that there are some obvious point sources remaining in this source region, and for a real analysis we would want to be able to remove them. As such we use the source method 'get_mask', and apply it to the same combined ratemap.\n", "\n", "I also wish to note that the user does not have to generate these masks centered at the default central coordinates for the source object in question, you can also specify another central coordinate using **central_coord** in a mask generation method.\n", "\n", "When we see the image below we can quite clearly see examples of a few point sources that obviously have to be removed before a meaningful analysis of the galaxy cluster can begin:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# A source and background mask generated for the combined ratemap for Abell 907 at R_500\n", "r500_interloper_masks = demo_src.get_mask('r500',)\n", "\n", "# Here I will show the source mask applied to the combined ratemap in the 0.5-10.0keV range\n", "chosen_comb_rt.view(mask=r500_interloper_masks[0], figsize=(12, 10), zoom_in=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating a custom mask" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also create a mask with whatever custom radius you desire, suitable to be applied to either the merged images or one of the individual observation images. You may also define custom coordinates to centre the new mask on, as well as defining both inner and outer radii (if you wish to make an annulus). I shall start by making a mask with an outer radius of 0.01 degrees (though if the source in question has redshift information you can also use a proper distance unit) for the combined image of the demo source:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_mask = demo_src.get_custom_mask(Quantity(0.01, 'deg'))\n", "custom_mask" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "chosen_comb_rt.view(mask=custom_mask)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now I shall make a mask with the core of this galaxy cluster excised (the mask shall allow everything from 0.15-1R$_{500}$), but also I shall decide that I no longer want to remove interloper sources:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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MF+ANtwDX185tGFtKmXCEc38F/7nWOgC11l1HakgyihERERF4FuconlRKuX3Y84/UWj8y7PkpuHfY8z5d1tARjjnlCOdOxutKKX+Eh/HuWuumwzU0gWJERETEs+uBWutZh3m/jPBafZLHHO7c4/AjOAfT8bellJfXWg++9gEJFCMiIiJwtMxR1GUBTx32fCK+8SSPOf4w5/bhxhYY/kMp5bs4Cd98ooZkjmJERETE0WUTXlFK+bFSyvG4CKsOOmYVLm3Vz+dgT6115xHOvQnnQillsi6ofOBwDUlGMSIiIgJHyzqKtdb9pZR3YB168LFa61dKKW9v738Yn8XP4Ot4EJcd7tx26Y/hY6WUrXgEiw837AzlcO+XUg57ckRERMT36I4jzNd71px11vPq7bc/8zm0Uh49aj7zkWToOSIiIiJGlKHniIiICFCp+5/rRhxVklGMiIiIiBEloxgREREx5LvPRg5t8Fm4x/dHMooRERERMaJkFCMiIiKglmQUD5KMYkRERESMKBnFiIiIiCHPSkbx2JHeiIiIiIgRJaMYERERAVUyigdJb0RERETEiJJRjIiIiADPVtXzsSO9EREREREjSkYxIiIiYkgyio+T3oiIiIiIESWjGBEREcGzuDPLsSO9EREREREjSkYxIiIiYkgyio+T3oiIiIiIESWjGBEREUF2ZhlBeiMiIiIiRpSMYkRERASyM8uh0hsRERERR5lSytxSyldLKV8vpfzWCO+XUsrV7f1/LKVMewrnvruUUkspJx2pHckoRkRERHDUzFEspfTgQzgPfdhUSllVa/2nYYe9Ea9oj7PxVzj7SOeWUk5t7/2fJ9OW5743IiIiImK41+Lrtda7a62PYBkWHHTMAlxfO7dhbCllwpM494P4TV1YfEQJFCMiIiKOLqfg3mHP+9prT+aYJzy3lHI+/rnWuuXJNiRDzxERERF4FotZTiql3D7s+UdqrR95fEMOcXAG8ImOGfH1Usoo/A7+7VNpaALFiIiIiGfXA7XWsw7zfh9OHfZ8Ir7xJI85/glePx0/hi2llKHXN5dSXltrve+JGpJAMSIiImLIUVDMgk14RSnlx/DPuAhvPeiYVXhHKWWZrphlT611ZynlmyOdW2v9CsYPnVxK2YGzaq0PHK4hCRQjIiIijiK11v2llHdgHXrwsVrrV0opb2/vfxifxc/g63gQlx3u3KfbllLrExe9lFKeVEVMRERExNN0xxGGYZ81Z/348fX2NS99xu9TfvTeo+YzH8lRkV+NiIiIiKNPhp4jIiIikC38DpXeiIiIiIgRJaMYERERwVGzhd/RJL0RERERESNKRjEiIiICmaN4qPRGRERERIwoGcWIiIiIIckoPk56IyIiIiJGlIxiREREBKl6HkF6IyIiIiJGlIxiREREBFL1fKj0RkRERESMKBnFiIiICDJHcQTpjYiIiIgYUTKKEREREcgcxUOlNyIiIiJiRMkoRkRERAxJRvFx0hsRERERMaJkFCMiIiJI1fMI0hsRERERMaIEihERERExogw9R0RERCDL4xwqvRERERERI0pGMSIiIoIUs4wgvRERERERI0pGMSIiIgKZo3io9EZEREREjCgZxYiIiIghySg+TnojIiIiIkaUjGJEREQEqXoeQXojIiIiIkaUjGJEREQEUvV8qPRGRERERIwoGcWIiIgIMkdxBOmNiIiIiBhRMooRERERyBzFQ6U3IiIiImJEyShGREREDElG8XHSGxERERExomQUIyIiIkjV8wjSGxERERExomQUIyIiIpCq50OlNyIiIiJiRMkoRkRERJA5iiNIb0REREQcZUopc0spXy2lfL2U8lsjvF9KKVe39/+xlDLtSOeWUv5LKeXOdvynSyljj9SOBIoRERERR5FSSg8+hDfi1fj5UsqrDzrsjXhFe/wy/upJnHszptRafxzb8R+O1JYEihERERE4UMzyTD+O7LX4eq317lrrI1iGBQcdswDX185tGFtKmXC4c2ut/73Wur+dfxsmHqkhCRQjIiIinl0nlVJuH/b45YPePwX3Dnve1157Msc8mXPhF/G5IzU0xSwRERERQ56dYpYHaq1nHeb9MsJr9Ukec8RzSym/g/244XCNJIFiRERExNGmD6cOez4R33iSxxx/uHNLKYsxH7NrrQcHn4fI0HNEREQEjy2P89zPUdyEV5RSfqyUcjwuwqqDjlmFS1v18znYU2vdebhzSylz8R6cX2t98Mk0JBnFiIiIiKNIrXV/KeUdWIcefKzW+pVSytvb+x/GZ/Ez+DoexGWHO7dd+i/Qi5tLKXBbrfXth2tLAsWIiIgIHE1b+NVaP6sLBoe/9uFhP1f82pM9t73+r55qO46O3oiIiIiIo04yihERERFkC78RpDciIiIiYkTJKEZERETgaJqjeLRIb0RERETEiJJRjIiIiBiSjOLjpDciIiIiYkTJKEZERERAzRzFg6U3IiIiImJEyShGREREDElG8XHSGxERERExomQUIyIiIsjOLCNIb0RERETEiJJRjIiIiEB2ZjlUeiMiIiIiRpSMYkRERASZoziC9EZEREREjCiBYkQc1ngVn8davapeFWtNUZ2h4u+dqBrb3utVTVCNV71Hdbrq3aoL1HbFh/Epc1V8xpR2/RNVMw4cExHxXGhzFJ/pxzHk2GptRDxj5qnedSD422+Uii/bZZ1RZjvRHANuMaC4zBxbDToeF5lpr2IiBqw3YL1LsUuxHJfhA9a50QqzVGfo9ccWGkSP+ba6xXSznYArTvyXA20590DQeJMuuIyIiGdb5ihG/JA6T3U8xmLRKX2+tW+3E45/xKZvjscGrzDLaab6pqk2WgemmOM01Z3g875mjmmYqdqgGNuCu+V4t+oDit/FrHavWzGo+F3VFAxahxfqw0X48N4X6VF9BeeA/Xr0OB0TVbcaBJP02KE8K/0UEfHDLBnFiB8SV6qmqaa2oeNHcN7zH7H0so950/zVXvWyb+h53ndNw5VmeQh30oLEuXjU3RiFjTZ4pzneogsKJ+J81W7FbsUOG/RhWstOrldaYMhU1buxxS0uNsefPf+1JuAa7MO5+EksM4DjDBqw3YC7caEeHGeH5SapZrUHn8HfP0s9GRE/0DL0/DjHVmsj4km7VHVpm/83VfV3OF8X1P3lCa9z6Yn/YvC7z/OFv/spdo91xsu+Ycv9L/VTJ9/nH9s1JoJ9ZqreZT4Y3967Hte7xWuwzBar3IXbcJvLzLTMgD5cpsdVqg9ah3VOwxdxldlucItff7TXQ7j+JbsM6oLJGxTv0Wtmy1CertcO+9qdP2WmRSa2tozHlebjdd6tmpx5jhER3zcZeo74AXKGahvG4bQDr77BFvvBVThDjzUPjQLnv3Cf3Q+O8lerzvfnD42yDefd/1I/iQ+4BbNNsdAGq00z3wnYiRlm2ondRhuHcaZ6BHv1oQsX6bUH19mA7+g1xwlY5UtOdLYXY7LZxqsmYNE3u4zgdvPxsK/hshP/xWv2vsg1BrHGTovwFj2qQXyyBY8zjcbDrc1vMEV1D/Ya1M1xfMv3t6Mj4gdTlsc5RHoj4hg3sVUcd0HiOhT91tmFXdCCRLhYj2lYizWK3/vOaO/e+TK/+lAXpE3GvOc/4gPgDXZiCiab72pFv2I9NiqmYYqzjUW/Yu+Be+23vd1vwDoTzMRY52C39eY52wT8Ix5sx33ScqdbiPlYDTbj8r2rjEUX7M2zwfIDn2WDfSYZbZLRetD9u3e2i1Qvx173uKINVb9LNVc1L9nGiIinJIFixDGqVzW9FYUcj23Wm2IOmGxOGwTuMohd8LXaMvTjYsxoWbld+DVzbLPapbju0eNdAfbbq1jmFj+Fbh7gl/Xb6vwWcE3EmvbeGegxW4/ZBt3hRMwwpwVxj9qL88yyRvGgx8LXDfbhUXdZ7kq92G+SXnCBS7zf0vbaaMxzumo9TjfaDgN2GHAPZunBoGXWtTzjC3xUn14L7EWfLtM6WXVxAsaIGFGWxznYsdXaiIiIiHjWZI5ixDHn88aZ7SE8pKtCPgejzNKPCaqbaZm8bjmaobmLgwattdooCzyI9+D9brHLbKPM97uKHtUWK11sgRt83sVm+6h1LjDfRFztHqsUfBlcZKoHzbdKcWXL1P21M52Pl+O9btFjtqn4GvgE6LPHFcb4itEmuMQu2iI8bz5QuLIDk1ziHCzDLKMN6uZfDuKu9r+wHqw3qMuc9rQinN0u80o346MGzdLjestxke326nKa+V9gRAyTOYqHSG9EHCPmtuVtGKvfBq/BVrfYhlVY5hb7dGsVnqcLCgcN4jO2WY0VevSYaoEHFaxwPDjOJ21wgq4Y5gxMscAqPDbfcK4bFVfbYpbTWjX1TxhvqmWK43TL3lxjvWus9xu4wTrvVfAGg4rrrLChrX3YZ4+JxtiFjZbaiQ322GHALL0mG+08o51utNOwzHIUfdhghVutbPMve9BjB+bqcYYF7ZMzvQWJ3VzKHueBeVjmAqPN1GOe6iIVt3//f2ERET8ASq1PPFenlJKJPBHPsSmqrdabbpZNNphpph5dscdQMchkbIOWvRtsC1PD7+nxXsUo1YNWO918dxnAalMsNLldZxc2W+dEcxyPfreA6Wbb5Kt4lYmqWdiCCe3PXQpuM9bZfrLd825MxTLFDNVGA3jYZGNst8cEY0zCvehrRSk7DJis13aDLtJjmUFd1m+10y10Dm6w0lwLTNHNjdxmZbvj/mF/PmqiS1yqK9rZbIsuoHyFiW3uY5+lJrpEnxV6LbQI03sf9qcDL8hC3hHPvjtqrWc9142As3705Hr7v1/0jN+nvPPPj5rPfCTJKEYctdbqUd2NE82yDzPNtBXrrbe3BXKDBk0ABa83aL1uSPUm3OQ2XKh6Kxhwl4Kb9VhoqxW2Yq3VNis4pQWJBWOda7Zvgn0mqPqs06Mb+r3ZerPA/8Kjdivu1C3Svc0eG8AnbLTHhXrxmbYG42g7LbfRcn2KC41uQ8U32W7AxXpatnA11jrDQsfjBjDf1/BpbDNglgVmWWCGhXgDHkWXsbxeF8iyG//auXpN0i0dzptaHz/k5bjeeu8deIEdB/p+2VP9ZUVE/EBKoBhxlJnXdhqZa47jdJm7n9VVNW/V7Z081Sy9ZrsM79Kjj2ELTe9u1dALTbHQLnzSCh+1zlwLzVXxRjOH3bPXfLNUE03Rr5ig4ixTDeXqHjJWt4XfDVhjHXqMAc83tV1twoHHGH2Wuswl6Ja/4UJ9uiHiXzP0L/ZldmGDAbMsMlmvG6x2q6LHAiwwFdusMAn8jfH4KczQa7191ttnP85vremM1deGxNnrohZwD+CjihnGtOHvS4xDl+3Ufl7mAouwVwLGiB9CqXp+nGOrtRE/0NY6UbVGMc18X8SA4i6r7Qa7PYQPWmdLGx79qHU+qNhuxbDB5jc7DlsVW5VWFrLQNHOsVay1wmQ9bX7iQtvdYsB6663zkC7g3NmGjD/oHn3W6zHTdt3wdrdU93HY7aNWe5dX2go+ZaduQe6ukOb5rrPcrAMB3GrTdQUt6zHLIlzUilDW2ontBp1nPvYbNIAVltmDt/hpTHCJjZa4zhIbLXGl0a40Wh9WWYq34fkHgu15rd+2YYfSsqO8BjOMcapubuRkc2xu7Z5ikRvtM7TwT7c7TALGiPjhlEAx4igwTsUL7FX0tuzXK8BNzjDfrJ79zrDAgJW6nNzQUPJcU1STLTQdQ8O1/ThRdaJqHm1OYzef7wwLnabL/E0DDznRLBynX7G9VS9317vPKLNcSisTuaXt+PJ6M8zHm6zFO3GZhe7CXbSZgPPMtMg97efJFvqkAXdZ4Wu6OZEXq87Vg7m2W26iHtswQ48ZetuQ8ljTVdfpt1M/5ptuMea7xh7X2GOnPaa7xLmq8y3yEHide8HbbLHSlaodiitUn9cV0dAFjNvtM4BdNrQFvteYaJHhi3xPytqLET/4hqqek1E84NhqbcQPmAtV3KbfeieaZaxqwJfsts5m/El5k3vwG4PP9wpMtsB5qmm4zmo9qtN0wdky60y1AHP16Sqfz8PVvuSMdi77bbPaeN38vc2KXvO9CvPMNkU1SXUbrlbwqAd9yXU2uNFqk8221XLsa7Bsp3gAACAASURBVEHYXtsM+qBbfHrY57rLSpNapm+H5Xi+7VbiOL9nofeW79qmuMFSo8E+vMEjumVv7m0PuKwFaOONM709DrXWWNxqnQmGCntusslSVGdY4OPgCz7PCAUrJzoPU810GnotcnF7nYswz0RdsDhJ9Z4EjRHxQyKBYsRz5IwW8A3Zq9itGOVso8xxIm6tz3MO2O9ubLfaPdgETjBotTWKQXe40Bxb3HKguvlGK9xohT/tObOdu88sPS4w3zZsxTTVgA02ucca99iqmKCrWu6c6GJnm2YmBozHTIt09cQwaPlL+l3zwrPbrMPSHj12WOnlGNpn+UIL8Dc+it+s3zZTNcMldo7QN+fpKpM3Wuo6S22yBFp2kk36XWqcC4xxgTE4yc1Wm2COa/S3pXC6bGS3YwwDluP1dih+T8UEE3RrPfaoxuqC51X4d3i/ARNVXTHMoA2KHfbZYZ/3K7pioYj4wZKdWQ6W1WYjnmUTVN/CNqttN98FznajO4xXTcYGW0wz1WbF3artBk3W42dxt/ntKsV01Sis92U87FYw23Ss96YDi1/fNthttXeC0W7TFaeM1c013IkzzHQOrvNVv616P61y+nY87AaFdq0N9pnRcoB99plpjL/7Jh+y2vnm6zYNZJSzPYhbDeAFzld9Uj/e2IaPV9tusXN16z5OM04fduk33rgWhnaVyTOM8WKs0Y+T7PIATvJFtW0tCPtcZkHb37q71hlGY75tVppggcsscp1H9bjEF8Er3YrdBvE3lnkT1nqwhbyj9DoVpx6YY1kPBLX3qk6nLdx94lP59UdEHFOOrbA24hg2NGdwH6ajx3zXWedGXzLWmXa5wwZfMrYFiVqQCNt1u7A8aJ0+3dqKd2K9rWaait1t6ZlBP6krwFin2+mkKxIptviS39Ctb/izuqWnp2Ob4jpf8tte6W68FuebpdeZLnO2HrUVpxyHE2w04HSLcIINig9ZgTdZZVC3R8w5HnSLWbR1Cz/uW5honHnGmWacd1psOpZZ6nRstqStx7jfLve3YLKrnt5oaQsS9xt/YMi32oE97XG+Ba6zxLk9+22yUp8uEJ8CZtqpuE4/Bl1Ey3SyW2mfa2i5nDcbxAcUv6rbF/tebLTH8RjdHjN1a09ONBp72wLkEXHMyxzFQxxbrY04RvWo9lpnr3XOwwa3uBDTzcHDLaB5wDRnt2HTL+jFe/Tgcyg+gKFVAO/BVT379ZhiAD3m2IYz9Phr2tzAATsM2Nju3+ts73OXzbbYpSuWeQTT23s36wLSf8AqA87R5QcHrTuwUV6vHvS6qwWws1Td+oUPmKdHVx28zCyz9aPPcrzABkudqpt/uNkSV1tiEJe6xETMs9g01TQn46XolrvZqZjgEu8yDqudD04yufXEjZa40RK34XSLbR48zrkWtN1kdluvy1bycV1AeIlNrX/4qqFtCLuh9C/gOJPBZ9ymC7L72pqSp+lyhydivaX67NHXMqy36namiYj4QZOdWSKeQT0teBikBYPdtntdcNVV/U7Be9sxA4qZatvq7gt42HnmuNkKp1toqi7LtRtbDEDbzWRoP+eVJltggqFBYN6qy7rt1s09HJqj915bXWyKT2MRrgMrTbKgFaAcp5vn17V3VCuc2WYF5rSr39RaThe6dUHexDYsvl3RrUe4Aoy32DSsdb+5TrYJx+uqpLvdYQruA9OdbFMbbp6g6tVl87Ya0AWkv+AvT/gO+NWHelymVx9uNmiaHpstMd5iPZil28lmu+V4g/HG2WU1xvrEj7za2m+/2A1WuNhCX9TNabyr7TjDw3i9iapTh/1u78WpumzjDGNsbEHjNkOZyoh4ko6aXUrOmjih3v7vFj/j9ym/9f6j5jMfSTKKEc+Yz7Q9l1c7QzdPsNuB5LgDQ5U34z+4xYPW69Ettr1BMVY1te170hWW9JqoW39wOrZY7SK9Zuk1td1rqCp6tKFil84a3OhLjscO95iougb8a5/WDWdfZ6XTwXw7WnUy81sLXq+bu7faNgMe2y5vwASXmGexoSBxWtuPus8+2+0zStUFmguNt9gu9x9o21pFv2tNwPnYZV8bWl5tnJPbUHo3p3On4l5stQ8vMN5il6r+7KFR/uyhUXiBzbjZ8hYkFtMtdgbOwDIDbabh673LuLYEzptcZKZPf/vFbtCvx0I3WOIluqB1XttX++LWC4+tU8mrdLu/bFRcYYx7dcPQXRA/FORHRBz7UswS8QyZa761BzJ9pS3ZAn/vVpyrutUt6NVrpgcVa9R2/HovP7C2IRPaEjZ9hoLA82zVLSqz3j6TzPd53bqI59AWvr4D7LLfhc42HnOdZlBXzLJW9QjOMMc2K/XQ9lh+WBf4PWy7XvwNLsQL8CkTLdJnn/ONs8oSmyzWrd/40QNVyecb7VvYYGW7W7cu4aCT9bu/HX8fXmqz+XY5WVfFDfNNbJ9zknFeg0HVWksxaLxqlz0GjWkD8Wx3ky3t/c4nnNj64njs1muT+81wsr/U7dByoeqTusVvJhpnMrZb3CqsR+uyqa9ygy4zvNOeA8UsG2lZxE/4SnvtVF2WcZTqxRir2prMYsSx5xibQ/hMS29EfJ/1tF1BenCl2vYt/nuj1JZhe74+X3Kr4jyzsdtrwFrnYZuVes1qQ9UT/bou8LvG8jYcyiS9tmKHFVjjHN3Wfq/QZSB78cfO9MfONM3ZtuBD+gzi5naNvboM5yPg4bZhXT8eNs8Y04yx0xK80fl6cZNzLWxb6d1klT1gl2uNc7luIewu49nNkYTZZpllikUtm8o4J7vY5aY6GfeZ6mR9rsVD+g8UsbCrZQH36bKP81ziYovtMuBcY9xgpasVVyvmWqBbVOcFTsSflLe61VLvc79V2OxanOTHMWCgFdAwaI8brDQetypOxbkWm2ShNW1JngvUVte81mXGuKzlJjdaaoZLDizcfa8uy3i+bl7jVncM21YxIuLYlEAx4vuot82lG2W+NTbYg37r9JppHm2XlLOxW4/qZpzblryZbo4eTLXAgPWudw92u8o6rGyVxsvcgx32YZ8eC/FC9+BDiusUu7HDoKtwlS5oXDP9H4w30c02mKvaDPa4yxKvAnMPLFvDfGsUmy3RZRZXtyzmm91q5YGdSjo9OK7t4tJlATfpFvLuAtBB6y31CFYZ1O9+/e53g/tN0QWN3TZ78/Ed9BrvZF/Tzb28EOsV41Vr7HFDm+vYDeMvMFc1V7XWErzQXIust8eW+jzjXGKck222xPkud4Yed7Z2PogXY7IxrrDAPl0GcDRO0A2Fz7PYRNVK3fD1FRa5rq3rOOQl4E36WtDcfeLue8BZtrtFF5JHxDEhVc+HSDFLxPfFF4wyy4NucaLZpujCg0Hd8jMnqgcyatusRI+p5huPm60w2ULbFePUAwtEb/LYMi7ddQZdqMdOXbbudF0QdWXb8u94rGnZwhNVe9vPjxXHcJFqmeUusMiGdu3p+Fb78y6scb9pTm7rGnZBWrdbyWPV1BP16rPU+a2KeKou6zm0B/Xctubg8R6b3zIGa+3Dd0wdNgcRxuu29BurW/B6Iu5yrfEuN1eXVTwNH7RCt7vLAu91vwucjG6h7LssxZuMN8Yu9xvnZP0GTNNrD+5q7R7fPstGK7DPtFbwsq+1Y707THKml3hsrcntbjHW7DYftKt6nuAS07FKvwnG2XmgcGe0Ht12h+PaObc+rkgpIg5y1BR2nHXKhHr7r17+jN+n/O4fHTWf+UiOrbA24ig0c9jw4oVm26vYaLXpupluV6htW7mVB6qSme9OXTELC92DS9vuIBsUO3VZr61W2mq1bQpW24wNBvQptrR7XuMuNyuPC7z22qNb+uXLNihGqWaq7kKXPXzMON0w6tX67WRYkHg/PmqXa23Sb4OldljegsSiWztxqZ2KtZa0ofL7cJ+1ii2utcn9Nraijy5Q/oLxLbhDG5bnBsXLdbvFDOgqtH/N5QbxRdxopQ+CN7vYAu+11Cwnu9E+N9rXcnYDxhvjdMxwst2Yp9dmAy2IXGqWbnmbjQbMtRBzzcQm19pmj92tPfOwyaD19thuD/bZbb29ulDwMpeAVZZgtZ2KX1OxzgW6GZ085BFdkHihaoN9LshQdEQcYxIoRnyPNviSc80yD5+0Gp/B892pWxLn72gLZ8/H/LbncTFHl8U7UbcA9hrdkiy/3YKJbj2/BYYWg+6xQB/G6sXtTmj3n+R0POC6FpCMb/tHd3nHHc5QPajYMKxu9y6PVWFf3+Yh0s3l62uvjxsW0F1qHN7mQoucivNVMw7sWLIbv9CKdVZjtamqi1yO1cYbY4Laij6+07bKK3Zhi742DP4pX9NlUOehX7+NulmHPbQ5iPvM0OMGA3izbbjIaBcZbVdbGfE03TqQ3fzD1dbY19r3etNc3rKDjNPbMqEnu7rNsRxvzIEljHaAL7jUGOONMVTcc7duDuh1VrTAt8cki/EpK8Eb3KhYpjjDfKeBzxzYe/pG+2Trv4ijWbbwO9ix1dqIo8x41fnOtlc3563HfNPM92vm2Gil65QDW/A95s1Ya5UNNtlgr2KNLji7TPU+621XbMcFumHcUapB672EA3s/0+0XfQU4yRWqQV3g2S3kPZs2DN6rmqvHJvtMMMYuS/TphpK7tQ3H6Rb2HloU+9pWnTzfH7u8ban3cYO6dQNX6bfRErzNBGOwu81p7ILhLa61TJ+pLSs4sZ03wSLbDZqpugfzTNRvpQstdKtrrVFa5fRYmw1aZvmBYeFZRrfh4oex2wQsc61lrsU6V7jct/BOXAn6TTUaj+ILZuBWS9palPeb2D7/xS7Xr98uxXpc7ExrFBPMhvabe4HJ5hg0VFf9Fpssd7pLTACvb1nWHpNUp7csMswy31brnOcSPL/97j7/pL5fERHPtcxRjHgaJragbKdihuoc3TDz3+HKcQ+4qv+ktjvIY0Hi0NIxPXjQLS4w20ZM0mXBTm/HDLjFuWa7tc1nm9rmIA5lEHcp5qqO1xVZfBrb3eE8Z9qHja0oZYJu0djTdUO83bVXOt8COzEDV7f5iLDZHuOMMV03L28ou9avmy/ZowtSN+uqkh/BllYZ7MAe1EMeAmNNbOsK3jdsAe3POcMltimuUl1lj7EtO3lau1+fFeZZeGCO4C7dYtnjLTKhfZYe9LcikpnG6KcN0e827kC2k37Lvccia3VzEMfjBtea6nI9rf936rKs5+mmA+yy2qXmuw3brW699XndYjrd0jo3YtBSk1xix4H5id3vvMsqn4C3OL3NT13ffp+nH5gCkPmKEc1RM1/vrJe9rN5+5S8/4/cpV/3BUfOZjyQZxYin7HbH0YoXPm8Ltul2NtmMt/Wf1IaXh/ZpLvp0AeCAWzxonVFmG60LxgZ02+Rtt64tk/MGo3VVuNQDBSK7FMfjT8qgtVjVsm9jMMmZbla8GNONw3w79dup34ZWgTxgtUst0KsrMLnatbp5j9e27N4Y/W2eYh9ucL+t7VP0u9bcds8+xaY2B3GaxaZbbIJxj3twSwsS+4xVjT1QvHKSGS5xvC4be5Ulxhpjd9tbeQ9t+Z23WGO1V+mGgbfrN64tsTNBtwxQf1vs+gpj7NIFrhepphqjvwWw3cLaD7unfaab9bmhZTq3WGqaLsDfqM8u97vBte23NuDu1rfjDlSlLzpQZb0el4ILW+bwE8YbrduB5ia80YUW4iYntHtPVc1Q3WXQTN2c1OwRHRFHu2QUI56GbucU1rtFF2och/2udLaP6zJjd+lmGN6MvW4xrw1l7sEGd5jpTBN0cxPfio8euHrRDa++AJ/3TrNd7Q6c5ULVKt1Wf5079XqlgRYYdbuf9Lct6h7L9k00Tp8VrrDQRw26QI/RHlueeqtum7ur9eMmF7fh5n59LjLRzbSh6LUmWqzPUlNd0qq2h4acmWccuurrqaot+nCqK1W3YYt9eo32cmyz3ESLjNUFUqe19xltlm4h8a6vR9vtfjDByS1A360LA4fKTz6F/ca60nRdPrOrMP6osS5vAWsXuM4z0RZdYDm0BuRQRXqXvez6dpbqFbhT9w+BWbjxwNJAY401xwTayo+P2dWynJOMscNq3RzT/TjOKLUV7SzF20xTbU5mMeKoya6d9bJT6u2/dOUzfp/yn37/qPnMR5KMYsRT0Kua0nY06YaWTzLW2TgL5/iEbkh0Gj4x7gG7dEEixx2Y37YDFzjTbnyyVft+VJdJmwQ+ZZZes1RXmW07znCmK1WftM+Ar5qptrX67jPgDjMtbkHikhYk9ptmsWkWm2ec83CBha3k43O24HrlQNZwi/uNxgTjnOdyW3UZO7ogqV+fbou+xQYxwyW2tOCN2cYbZ7xx1lhijSXmqbboN9VE3OsafW2LwBMNWGE0eIM+A47XFbBsMajHaJPaPd/dMnS7XdsW52anpdjrPY8rpNltrG45i4m42b62y0w1ti2vwxovx0QTbdIN2XcFMHP0u1aPoSH65XgAu623x23YYJ1+xVZo61cy127rnKdbAug0zGw/d9+AtW0rRLoh6+Nc2f5x0e3W8vPYb7MNHtuVOyLi6JNAMeJJmqm2oeFur9/3PP8R/ISX63Zg4e+dhgcVe/HW/juNxyyzTTDrwGLUQ1XF3Sy+/W1IdsBEzGnXX2/Qbfhz3fI12+xxjX7c5USvtMHyNuT5MLoh7y6TNf9AsLjZ/Ta7305dgHqjpdYaMM98d7Vc4lQnHwj43teGXbu9pK91nqrLd8Ia56nmtmtN0C2j0y3Efaqp7TONbwFrFyyOs8X9zjMRL3GjAdxnnoVtriLj9fqKofUiVxvUb4drPIQPuMdYi013uS2u1eVm34abbNZldac4zRSntYzg2221HAPW67MNu13TArx5Nluiz7V2KW5uu113xSWLzNPNE51uURu6fxgPt8Bvrj9UbfclLGqPT5hijt20ofgui9inmHUgwzy0wWC3W881lrb1L6sJerDBVDONc7ZzMwQdcfRI1fPjHFut/f/Zu//guOozXfCfpo1lKxLS0CChmWaka00M3uiOUiIacKFEGYMKZe3YxMZl37GDh7L3KhscCBVqqKSGLXaZyixTuTcJmGxUZS8xMSl7jR3s2BtRBgdNnDLEoBrViGsQkUcaukZIQVwJKbYlS/T+8f12y8ndvey9M2QgnKeqq/Xj9Dnne05X9dPv+z7PkyDBvxLujGbJ9UJ7ske3r11YqEZeTjCJ5kqnpayWd1TKXVqMCgRq2NMqFWbmUh6OxLBV2nHT6pXICfSiwTql0qaljMl5QkqdCuUyOjT6M9TYENNZxjEVldAVmmRU2SIrELkm1XqMRLr3ecuVeA3LpC2VjyTxgjbV2CYrEMZGW6MBdodeOZU6DOPrUkbtclBKj5RxnfiuYfNinYBV0fz7IzEycBG+h/NyQot6tYysoBYPFjnXWSajXIdJnaiTVTDsrlSwCWq02TG5SAKH4mNMnTzGrZDB0Sgh+oJlWCGLm2y0NdoP3YafuUs1nnJUmBetFzwVw/U4ose01qL45LyvKfM1Zfi8PnMe161GHs85aI+WKHLiNuuVWGoVbjbnWettthQDjhh2QlarXoc0xPcU3///92ZMkCBBgt8iFrz7JgkSJEiQIEGCBB8CFCL8EhSRXI0ECd4Vz3jUs26PQoQ0SrVqjz+PSlkOztso77Bem+Q97CXTeAK060i9oyP1jvrYZuyW0m0aRwyYM+iIncIMW2ilDrpPVou8Qc+alNJpWqfpmMs8p8MGtMS5QXrsMxpbzgWfRIJquUneSXucFeYrg+l2tTZZPYIqt03wFSTM8RUwrjO2ul/XaKuCiCSjwwod+gwZM6SGuN2RuM7yuIed1utQrlavIUcdcLhYod3jqAkrZdUIFdhyHXjdDYIMJGudRhUqo/8iV8f9hjrtHTLGsEKH44bQrseISnn75fQKno0DxLznZzTb4GGdKm3WI2cYXai01TFj2Iqn9CtUSz/t617wdS9YLi/MKn7aWwiCpludMBWzsCdN41NoiPd7v1Rs1ZPWogoN1pgRZjJX2Bz3myBBggTvHyQVxQQJ/qt4UZgm/KTH/QJ/5I7oa1h20VYHoyr5rDw+7gmvaHGdMgXnvby/yE/HrQvJHHvVKfGVkpW+NP2cSquMS2mLUX4NaqOY4og6q2TlnTCBspgtPKYzZgh3exrtVso7ao9NNkeTbEJaSkHhPCdnjyCm+LGcaTktuGBO1kNSeB0MRZUwtOkokpwGLFThlHFjRhz3lHId2hUEPlBpwBHBNibE3e03ZKNaPWqtVOuovP1G8HlV8o6a0KbCaZ24TbOsnTrxBY0xO3o8qrD75ZWj2y7wpK060IlKtdLC3GMOq2U9bkSjao8X17BBvUBIj8tplI1zkAviHTshyFPOywpG3aHUEK5lSFp5Bt8vKtDT8uZijvZBu+M4wipcUXwvpXG7VR43YVRFjE88oM46o8I8athPooROkOBfB6mkovgbSOxxEiT4r6AxzpzNCDYoq/GYnPpY/Zok+hw+r9T1yihmsGTQ54gVVhkS4vkItivB+mWxkIZS7natapG5dMaXL/Tj34JyeZP2YaW1ygwLNG6BkAU9KiUrL+cAbov7nlMlHbOa2aRan0B7TiiYZN/q3khUvmpCgwo5ojn26xd5IGY1CTOEhSST2rjGbLwuXVL4rpA4E6YwW5REe5rglzhqDM8J9PqWYjQf83nPIV/6kKw1cnbhnHLbTdqh1Xb9Ct6Vb7pTxoCQAw2T0YYn6Mfnzb8zqtXEY6QFyl8g4yFCcKS4bbNqE+h3AJ/GUzKxujom5y5ZD8dtlymYexPMtT8rI69VIf4vrKcl/h4scP4Or2u1Sr8gdXnMtBIlbhS0z4+Uv+0vJi8rKs4TJPiQ4H1jFfOJmmz+xT/f/p4fJ/W/f/V9s+Z3Q0KbEyT4/8Tf6ZXSgH4vWK3Qyv2VSUHBPINAKK53f3xVM95SaFd+1rBgl8Ne7NXtAJ7TKG25VTJaHccP8MiFhZo1ROubvSZN4SMIgoeT9sjZY1AqVqeC5QqzkSSeUCodY/0CugQV84niX9qtVuEbpn1VSqsK6XjeDfJFkohYTes0HlczbkivTkM4bEKVoD6u0aFVtSolqpToVTAMfyNmVl8hENlbMOSYoUgMQ1JKiUAxa6xxNVojQWuLZ/xR89U2Sjxqly5jPhr/x6Ua5XGLZaqxH1e5USD4o3KGdRbJaVog+CGV5iocc0pKv924TYOMBluNyUVroKc9bNdFrXV4Tpt8FKz8yDkcdEiPlBqsF75IvBy3bdKINt32GZbymN2WKzHtaT3xPXJ08jJLKI4nJEiQ4LeMwoxionou4oN1tgkS/JZwl7w7NeKn0eXuBo9JOeYEcsX5vdNosqaYsDLqaTPCXF07tsk77YhepG2QtkFQ3Jbr1Q1WIOdVA16VxSnPuhJZG0C9VcS/8Vk1NrtH3lI8Hu1vqmyIEXEjmoVYv0CArjJmRMbW4rwiV0WLmxL3xspaISqvL27VIIuj+nTGlXTpM4Q6lQpmtLMeN6EdS9Edr8syfEWoPPJcnGbsslxetxENaq1Vq8+QHmO6HIhtZYaNOGmXxWi13bG45nr0mYuzmGVW2opZK+L1K1dtBq2ycmizXbO8w3bHezWnUkc0Dd+pKz73yOH7WmyOJHmLBnl9chqI1j4E46L5rOfTUpq0OuaFuL45Z81psgZ7HXXINI55Ot7FN6Oye5E6GwT7nY0xu7rdePRpPOhZSxXGBJ6UIEGCBP/aSIhiggS/ge8s/pWHpaIIZbFBL+EXlssr1YKbdevWLFTDlgot3QIRgDlHnBU+6pusMoq18RH204q0NPZ71TbX4FpnwaflTMVZwqcMRH/El1ETs5j7FZJLjhnCqBFr5XHO8wpt0RAB2KzamJR7FKqc3zWDYbt9wz43CkbRId85W6RGBHFIg1rLIjksj4KXObTIWK3CXilVWCbrWsFjshO9JrBAn0N4Q5Pg2ziskIpcFuP+pgwaKf6/0lZdUk4L2dJZtb5qTrDXSTlpjyFUqjZpPmG5Pd6Pa4WKYTkythhHRm1Mdzki0PjzKm21XFazzfoEgrst7qNS1l45x2L7PRDGZ90Qz4lxL6PK9UqRtsY90nqcUG+DBmvsdAjtHjemzjocwqxBc1gkrQS3xcqrOLZwkz5idjT3JJXFBAl+y0glFcXfwAfrbBMk+C3ga+dKrZQ3LqXKdZpdhz9yUko7SuVltBoXZgRDHnJQ8a7X6idIW+UnGNerR6/bKKqQT3pWIyq1GMD9ronCh/NOSQlilwOW24zPW6sCU24UCNBhexy12/3KrLdZLdpVex01NrtSSJBJx+3fEmYtv6FQ5VvpmJyMLe6wwU5HDGPMhD6dxcpjuY44Z5lyWqcVak0aMiaQmjIF7fEbxoXWdbl5nTNdmq3DxzXa4lEjeu3yORwzrVImina2qFKtS8ooxk1gp2VCykpo9Q4qtRW/wGf0GbEN++IDurHfmHqByC4UYgd7jGjEetW4GReQtkKY8zylU5vQou/CcUOygvdiZaTNhZjCwyYcNoFnTAtxjJcL5LIQwfh5vAZaVMnjCjdjmTXCdOmCiwQrz2sGT7pamGnsdQJ/r8Y6i3/zzZkgQYIEv2UkqucECX4NP5VWCGnLR/LyTPG/J3HWC866wZhQHZws/nfWQeHDvlvKYnlnUaXRTie0agHr3WR/JAnjbvCgvHpUKtFvL9ZF4cmErLyDMfVjiovax4Gk7LdHjc3FtJSQeLIAlXGeLxCmpeiVKyYjN8haqWD0/OkYYVdhwK2yCjFzg7rURkHNUNw2bUYwpu4yYqVqraq9hl4uykye0maDcrwcLXH4qXpbHUVGiTG7jJvVqMOoPWrko+3PLFbFxJqjXrZBqXrt6FOvXyc2OkaRSBVmDxujTc6x2CYP5x6sb8L51wkRfT920K+s0GGbDjuLduG1ymNbPNDGBfGRxhXFRkIwfwAAIABJREFUazrnHHaZVmKZzV5WyN/+qaNCo3pGJlaZv2+nOWlppVEctQFTUcl9LFZ/Txbv7Jx2DcU2d108ZqHKmCBBgvcYH7CK33uNRPWcIEERv1Cj3oQwb1giVIsmMCkVSccA/ij+/KyMm3xOUN9m4/PlArUYlLIx+v6FwLYX4nFuUCmvFr2mrVbilCDmOB1VzK04juFIEpfHbOM/xk/Qb3cxgaVUqIwNCZYwZ4TqYIE+rVTmNfSbwF6VOiIZHMIzamw1HKfistKmKEb5LYlrahBavPU4KKiHv774rC+e+7F669wozGsWouyCcOfm+PMzuM29Mr5hTBC2jGtW4YwwY3haILo9aMVBqTgrGOxvWm3VbcA96n0zqs4f+L23fP4/hzW2RdV21UV3s9sOy2yP849D8TrWmhYqfk1xu9F47Az267RNhzPCzGRPsX66KF6BffF4W50iJtNUWmqDCvOzng1xDXXysjhhn3YbdEUbpUCGn9JoXVTNP+N+N3nQEcypssZ6BZV6oWa6QJhvTZDgdw7vGwXwJ666Ov/ipnve8+Ok/uNX3jdrfjckRDFBgl/DT/Er6Zi63ERsB5OVN4NRL2FciZssVGhxdivVqhEnY2VpoxZHBZLJ31kd9cmHvaDU9c7ahwuW2+ykCS0qLBZatz8nWt6c84DNHjChJpLFUsFqp0neMjwR7W4aVUTrm1CRKzQM6mWip+G0Juv06LRCR6x2hfMfjXY931k87YvnJq1QHY2rWaY2Ck2mYyUwp0bWchy0G2lLbdZvTKlM8UouxB2C7cu0QD6HBULdY5dKW9UKxLZGUCc3KMxejquMFkQFkUulaml8DjuNuUPGY8Ua69WWxsrbSnzTgFb1Tgl0eaFQfawUCGF3rJiWx3b6POqsj1XiXqESOyRQxEbzVj59OlXqMF70YAxfLKb1YlyD1mgUxAl74tGrtWixUCDGw8Uxg1vB+liBPmrKcmXxffQjK6PdT6+QJZ0gwe8g3jek6RPVV+df/LOvvOfHSX3rnvfNmt8NSX01QQI0FUUDlVhkztNuF+xvVsb/5aLtSYnrrHCTaxVI4qv4tLNectKzSuU1aXEYk17AKzo0+pmC79+Usw7ggppIEmtUOGHCMYGMBLHIOvU26wQ/ipnRu10OnpIlmmq3y6rQgLtswSptqlXJqJLxKTAnbZ0e+1TG2cOm+GhAVhnO+dm5UhyLljPQJSNUEjcpkUaNrCpBUFNjiwab9UtZL2O14DXZjk1CKs1pgfz22mHUgDPEdJewzkk5/Ya0xn1mlKmStRinjTgnJMgsjGe0U8oyGTk0y2qWtSLeo347igR4OD5/Kh4/Z4e+OAfJIxeRxB+BcrXa5O035hWB+PULRHUOx6X0yUVl+K1RHPOsXrtUYdqclRpRF1v9nJCywmaUadPihDnHHYqV4lmsAWvl7dftlXgvTpqIFjmVjppz1FykxHslSJAgwW8TCVFMkECXGvyH9AUZDVZoxQILBa+9U8K8Is95BdOedlzKOaIx8rXa5N3jOszGillKGZa5Hud1OlEkUYyrt06HzYbtKZ7FHSqwzwmHisrmtDDvx2eKtbPQXv20w/bFmcCr5Ix4wp6YGBLI5qicUbno17fG/wo2GLfHfkNGBY/E41KxUjXtCfvU2+wUNql1pw4npJww5gl7ZAUqfQZ99hg2p0/KWnmXC9XD54W29XGhItegQNo+o1S9RqFK16HgSViOFx2UMye0u0eNRPVxtVqB0KYFZXJpcU4wzGSeMqZHIIl8xjBK1WvAx+L5hnuxXRDDXIxZ5YK57qRcvH5lBo0ZNGJYp6wgAqqSl5GVkRUEMRfw59psLdrZ/CRet4NyJj2NV4yBX+oDC6KFTkU8/pwV8g46hE8bQM605Sp8DHzSammr4xhBYzTbSZAgwXuFRPX8m/hgnW2CBO8BmtyiAafnFhjzbCQL1Tr14jmjjliIGq1RsBAMsBdimTxedEzKd8AF/Z7FT41KuQErNVqmxWNSHpOywjoDMbO5gHkD5g2YddiUUWNRfFKOBYbtRjD6blahygYNYKc21eBYjKEL9jFBtdthi5PGoio3hcVWqjWEbTqUywvJKsGPcYlAwkYFgre6GF33Sa/hdDSe7rBZlbSsvNPoNFasUp7EaQNWxv3cENd5VqrYfn6MeP7PaLJOg6xRA07p1BgriA0COTzs2xpwItLlIWKTewpTxu1Wbru71MfjDDloj1eEecoqBYL9Y1VYGxNfytWbtENIjblaE6qU4AoZ1bhVn5ReOaOGigITjkavye/qxZgx3OxstPXZJqvOLbjWENbaHKVMXZHyPS1UFMdjPOCt8Qp1o8uniOrq8aKSfLVCCtB8OGOCBAkSvNdIiGKCDzme0+NZD3naTinMGpbSrAEfl9aKzzrsiGEvWC8vfGz/nT4pc6h0nWCXcgJXyroJl+KnHpPShdOeFlwVn7xIcHFEnc2aVcT29ionTeCcpco0F+f9xt0fK1C322LUmOXxP2MUY+Zos9ZWPFWswjUJYpx2GYPGBKPndY46IC1IM8IMZTuelBZUuFXxuQKH7VJpiza12nC/rZbEI9YiZ48ytMnoQx9eQYt6R+N2GTxS8gfuldev0w1CxbMPDdaZERTda9Vr0KEKp+w2Gfe31N2x+nipswbcLJDNZWotU6vKFpNSJonn9pxSmzXGa3QqPpfarjtaGhGqlC22Y5EaeacEy6OOOI/K/vhl4KgVao0bMm5IpY4otPmCWuK9usJqeVPY6VBs0+ctFuhfIP3tUURzs/k28p8LHpHnkdZojYfMqVOB5zzhkCccUgJmVblFW+KvmCDBe4MkmeW/wAfrbBMk+BdGs1blborilWfQrkreGfCiNUKrs9wq3BBtbT4eH8/5KMa9oNVNuBI3uB2h0jWCJ805oNQt0tZJWxfp3xF3WmfQdNGjqllGswo1Nuu3LxIDeMqDptXZogsrZexVyEsZiWkuoU07jRpbteC4nONyskI7uD2aW2/E7dYZL7a9By1Tq12HZmyUdywqtB+L5HlczjF7HDThwdi2/iFOyeGTZnBMrugVGdYTqq790Zvxa9OLnMFf6fATLJV1Sqj03SjE9R3U6UzcV5sthuL/hvG4AaWqUektirOIBHK3XN5j9uiSU2qLbThhR5yDHFCFswbwiH5DuFKVYEPEzariXeMXflnc82fjc3tsnwe3xXG7YzrMm4YUqpVvOCynDEutUYZ707OGvaRBwQZnr2ewQloQHF0RvRZXCURxLM5QnoxfDW5yrzXutcZ+0+6SLqq0EyRIkOC3gUT1nOBDibWxItMlkJlxJ1RpMUPRRzD4+qXwoirXxQoT40Xl6Y+EyuEVguXJ6+plDURytVzaSfuw0Qr5oodhjzlB7boKT2mxodiEPhVVxMttLhqz9NiFWy2V0W9CU6QQPUbQpdEWy7BXJ1ZaLuukEQ2xHU0gb+OGNKmNGcuH4vH34NPIWKtMl9AerpN3o0CAenHcHitt9jwxi5jD8Vr1G5JRa8xuf20L+Koc5pSqdRuaLp1x5sJCPfH1+zDtVaWuidd/SGW0A//64rNeO1fqMaEi2iOQ4uG4jgFD2tX623iuAa+7S1Z/vJ+voN+3LXU36Dcgo16Tgnl2mZXWORppbaWsGQUiCT92j+3FJm8afUZiNnQ4jwcWn/XFc+dskjFHrKbmcFSzDhMKGeHXuxqPOiIQz70KVjdN8nqkhIriKstkYqrO32vXYIJYZQ6pPMNF26AXNLg++l0mSPCBx/tGAfyJqtr8i+vve8+Pk/rOne+bNb8bkopigg8lCikcaYH4bdNi1LPGHdHnaZXyhr0EVrvOqJQVFMleqAJ91rxU4u/VyBooeiUuiCSxPW5Pj0N6HNJRtIc+gqCMLXgAVtlitc1O2u2seTsWgnfiUhVWmq/aVUViNoY2HSojSSxECRawTVD1nsGoXapiSshKW7SotVxZ0UamLdrDzOBhBTfGueK5vCyQtrNS/kyIx9sIVhnEIOpllUSSCE9GknjCq14TDKlvd41GwXbmO4uvNCdUFb92rlSnQB5HBbJYEa/FgG9brValQDir5FXJq5H1GLqMeUYghqXu1i8li3L1aonzp6twvaNS7pRVHkliO1rjjGO57YbidT5tV3HthYrpqJSfnSvVIOMJQ7ri31dEedG8b+UrXsaj+oT3y3nBC/EW7I1fAt6UtcVdMk47AJo1GFOwWqpEZfzSMm7bpTP4ZUx0SZAgQYL3FglRTPChw1r5ogK5Ao+UnPMywtxYOT4SHQ9nVck7HH32DkYz5KXyRi8yz+a8jIaozL0eXe6Qt9EGwdYmb68D6q1Rb41OR6y0Tqt12Gi9vGFTxfm4gq3LHO5KvYNV2mVU2SKDHyjQz0D6eo3ImPco5Lw6FUUrlyGKs4JBrLHVqAnlcZ5usaCw3m/AChyzw5gRfcJs4XHBducVgcwuRLdOrfJ+IohFjgut7QlhJnKl0Ho+Y96EPAhjrnE5DkfC2IQ7Ksbdd660eH+yCgrnWu0CQXxNaLfe4e6YsRzoVjY+lhZffYVrsU29PwOPOG7A6rjPqrhNASeEtnSzwrwn/Fg2rmnSiPbiDGi43qN2aZDXI/gpNqgtJtIcN6RBh3Gd2lSotMUclmlwV1TO31H8orBA1laUyTlgEKG6+z2ncMoJpfLq4oPvW67Cty4slLFKD1GIlCBBggTvHZLWc4IPIf5OmDEs4DlVWo3G9jOhtTqLU56N25RJuz5mPQdSkUN/TNq4vRjHNqdE2gP4qkBicsWUlPK477yc4LtXJ20wTsaFRI4Ko3ZrtiUafY97pKTE0elFxZm8Vuw34WsqdGLMLhsjmekTVMLH8aW4feWlM7ouLDRMFKmMKFWtTJjJOyvlXnnfEQhov9B6L+RFfwmPCyRqabwubwnk7y2c8G1r3e2gnLZImZYJBHQ4rnowvn7sN573CfT8GaFC2ID9UlbIaxIIbjpe66aLXnvcWGzT7o6rPK9BRzTHHrE0tohr4+vnhLnHcFbnVMpqxrHoUsnN7ldvn+C7uFPOnbIeNVJ8l7SpLppoF1rSkzrRrqEY+wd1OuR1ymmIpuGLBV/GPpx2wFrrDCrMWU7E+55SJa9DqNoeIuZBFxDq2ctVxErjc5q0xtZ1ggQfaLxv2rCfqKrNv7juq+/5cVLf/Z/fN2t+NyQVxQQfKjTIW6nRPfLukcdP3afVemS1RFuYbielnIredsvcpNn15vQ56iXjOO4F/ZHI8ZTHBZLIU6bxl+CIEmG2bLkyG+VtjBWgadN4zqBphXrf2ouUzQ0KRt9P+cH0ImmBdI4a042NKhwTqnabLiKJfXYVzbI74+OBCwsNCZYyU2hS7TsV49oFArNC3g+FBvqsUCN9QF4zztrtlOB5eAafunTGW4J45rBX4/nerUtou/YI5CeHbwnVxEFhZnBMSFoWf38N9wtkc5vQdu4SLIeOG9KD04ZUxf8RSORptMg4g0pbVNoi2NgMmJSyXrVrBeJ5zJBygRAGO5srMFf0dqzUgZXuVe9b6JfzQ3DpRdbWF/xN6ko58yMLhUpmuQ7lcbZyfXxukNep032ycvE4dfHcv1hyXo11jhG/kuzRrsKoXXhDFg8ac6J4rbq0yGuRR1kxnScr7x6tasz7SiZIkCDBe4GEKCb4UKHPkCZ800u+6SU1WvQKVO2u1DuyaNNK/PBdEduEp5ywTAM+oQ/rXS/QqvlqYJg5vJU4Z5aOM3slAlk6ER9NWK9EiAEsUWcDjkaT7D0eN2JUIFwrbXHS7hjfBkc0Ce3fgvL3OPbaHe1abvGaUAVcER/jOi3GuEN6hFbun0/s8bgdanHcRLHpXhCpDOGEIQ22qMUD9rkRPRcK+ShhxvDG+HOIOgyErk2oSmaFCmbQkrMiPWtQIIgFi6Cj8XyWpGeLr1+JFWqdis8UElsCeW4RSGAW41417lVVqlWqLyarnBKU3pVqnaZYbeQRa9UWM7EL+IZUtAlSbCM3YZlqa2U9lr9EzjxBPG0oik6YNKTPkP06lastrq0wz9on5Qkslfel6cXq4zpPgM2g3VabVBdnTzdiwG6cv8gDcoESnLSn6HP5Fs7GWdcECRL8CyCxx/kv8ME62wQJ/lkINjAPSql3nXrXSQtkK4vn85doVLAxCSTguCOx3bjY6aIS+kS0yXnSvFHyAvP5yreaM2cufoAPxsi29VgvVJguxyMlK007ZNAhHTY4YQq3WqnaUbttE8gXs9qEamKVLXoFsgWj5qIB9KwOW62Q1SW0Lo/GR1aHGcGyZRtxavFW37r038e9BOHLtGB5M2rAz1Aa26nn0GKDxQKBLJC0x73qb7GiYtynzMcBNsS9XkwiB+PPr8TnlebtbW7A8blgEtRrvmXdJMz8jQtyjuPmM6ELtjrLXWO5a5yL+zxmxFoZM3E/hfO4PfWOz4E2S/C4bzvr2wiRhIHWjcvEKiAXzAim4X1x3U04bYfTduBH0V8xzFLCCh0mYyW0TYdOI9Fo/HvG7NJvl3Z5S3Bjejaq6FN6BdL3hF1Gjbhdxkmhssx5Bx2KyS0/NYyWSC6fMOWklLVW6UiqigkSJHiPkMwoJvjQYK28g1I2yeuOf8t5QagKzmKBZW4yJ8y2tadn/XBugWsFYjYnKJQDnhLqZIvUyRuMljhLpc1hwLRQSwxk8WtWeSy+sk5Qs7bED/eTwtxhpUAYwjHeEJqcqzTJ6LHLIyWbHJte5LDd7rJFtyAcGbRbmy2OGbJMrRux0y5i3FuTMhP4KNovnfHlC6PKZeN83RXx8XF1Knwx9Y5v5C+xUWhbfxFnBQL5s+af68tlvTz8+4YxKZC2BkFN3FZyXu90IJ1T8XXl5nXh34hrbxcqiGciOewSSN9JfVZqUCmQvH24FqdM2KhCmdDK3paedXRugVoF8UmotobW+x5tMYJwiWAttNRWGfPE9EtCNfFgtBNqkjUstPEP2y1jizG7cE6p7ToEwt1voKiK7jZgWfy5Ku67MA9ZY766OhoffRdZF83G8+6Nz32OoFm76mgMvltVNFYP9+ZJBGPyvjgTG67+UVQqdYvV2JvMKib44OJ9M6/3iSvr8i/e+pfv+XFSO/+n982a3w0L3n2TBAk++KiXL0buPWFAS/yQz5lS4iazgk1LryAg6PecnrlWD5Sc98D0IkuI4pJAKFkT93w+qnTzxTnCgBIDDgja3B/5upRsJIaDuE/ePmH271PxuAdNWatMNqaCZG0ptiLbbPXYND32RCJDrxEcUW+rtNBmHcVOE9haNOxuEaqFP8C5CwvxlI/abkZHUfVcEIz8Rf6HWq1Tg68IZG0U92HozaAWPobV6VnfmVsgh+UCIdwXZykJrfGZ+Pcyger8TXpWz9yCMMcYSeISgQw24BYNno4/nxMU6XPYpsJOQxpj5e6BuQXuEAj2RDzeDYKAps9nHZNyn7yH7JCx3ZxA5G4RKpqPCWR1ow57dZrTYdguf2sr2q0UxDvc6qwdGspvNzR5mX7zdkXL1MvF444KOdEh7WVORq2Z+PfjRbHMymhdVCDw5dLyhr0QV1kZSeII2uP7KGPUm1oiHQ6Z0eN4Ec9qscFovG97Pa1cvtg+T5AgQYJ/KSQVxQQfCtRFIjegzyYNRbuYkKn7NELmc1qBEAbBwJRAZiqFytFe01igXTpWsQ7hJqHCGJqd9dZFtTMDDllmjdOOULTVnlJji2FTOKrOBoOmtSvRZQrllss7GalBqCiOaFSt1xQORLIY/jYsVLNOmdaqRLcD7rIutqRDfFyfHdba7qCUUI16VpU1KoVK2VL1+nXiC5jVIm2hQPIaBNLXhy5T2pV5DV9MzxqdW6Acly8+K3eu1N/GY35MmJ9bIlQXrxTI32L8ydX/qPv1P1QViWM27nvl4rO+f67UtQLB7DU/FtAuEMejQoWRSetl7bcDwffwvrif5+MKbyBOgoZK5EIF38ycTbKe0KlcR8x6/ow29VEF/QW8IaNalUDj+u2w3vbi3GFGoYI5pPwie5zTcZ+1F733+qKZ+LicSlnjcoJRe7WQ3vOaVi2a8Q0jblft8Wi8HrwXfxT3tNh91nkoKp6DlQ48Zak1scqbEMUEH0i8b6prn7iiLv/imv/lPT9O6v/c+r5Z87shmVFM8KFAh0AYWjWoEUy2x6Uc9iwuIFSkTunTHit/LXG7pcKM2t4oUqmTjvnNhLnEp621Wag2rjIgpUZoZdZbE7cjVBdvw5/bhqwydTZEknEhzrM9a3k8/mqZSBJ3a1Idid+vECp3q1XrNaFVIImc121ai3UelvKoAY8asAwZ270uEOb1yqywxlLzc4TXolWHjfLukXbCAeeEClypQNCexzZlssK83rm5BfoEUvbyudKitcynhFb9yopxpwWS+LT52cOfv/6H4XVzC3xUIGKtqXeMniv1xwKhHIvXfE4g3I/F30MdclK5rGMQJz8n7fA69sqpFUhiWiFVZsS0Th1xrRvjFS+NmdK0KVGvXBC98IYa1TbhtN0WoiOmtBQMt3sFq6ACSayKf18W5xRDdXNIn85i4gwiSTyq8J7jKqJO/Wj8/XG71dhiuc1RMb/Zcptxi4ccEpr1ZfH1k7hVv7lIEp+XIEGCBP+SSIhigg8Fvqrb7eiWih+lP8VPNbkJi/1Nqi3OLVbqjf/f64g75e01HWcOb9NabOhOX+Rxt8BB+2RtkFVio7xTXPS6lBDPli8KIB60R86YQSnXokWZB+zRYI20ENt2OGYxV9liWGhlNqu2yQajJpxCnQpZNCoR9MWLXIt75N2r3r3qdQtVwVP2+VzcTw4nDBhDi3pvCRW7vXZ4DC3WGRXI9eL0rNNeVSNU6Hbap0agK6+YT4kpVALL8bmS805OVKoTKoo/N68Pf00ghlO4uvxtTZk3pS95p6iGrhCI4i34mkA8bxAo0I1CY3Zh/FsBlbbr1BnvSyC3p4QqYqNqVTp8Q6esoOo+LMwShqSXa2TjMfukNKlWj4Noj+3/Hwgzh8viYwgHYzXztAHdUU1PELfsj5VGguocGmRVygpp3Vmif2WNaguJoqkQ7Thst5PGDNttAANoVibUVtsF4U0e5ZbKWyqtRN681jpBggT/fUglquffwAfrbBMkSJAgQYIECRL81pAQxQS/8yiR16jVNz1bNLzmk/ikHik1bvKd/CWxVjhuDu1arLDKo6bVR/Xyennd9sXXX1Bf3FdB4BJSWOabf4tiBTJYN59WaFfn1dusRsZqeTvti9Y4n9VnKloqp7XarMcB9RiWMie0ZZfgXhXSGDRiDr2mrbROg7wzWFJyXr/gPwjdDmHKNw3Eqhyr1XtGqCzCYd9WYnsxSWROUGOfmltgpWt8NJ5/sw1yQrXu2ouuc7PQCJ286G8Fw+mrhVnJGqHROpC/xLLytx2fvMyTY1doqhuUFtTI9al3ZIRq5V5BsHJOqOKdifsbi16T7aq1q/ZFoW3cqt4JO+J0Z7hWGWJt74I+rzrrVZN2xOi/ux2W0oRuO5TLq8QJOTl7dNlt3C6TdjmOgwYcjNeLz2gScqT5kW5DGoSq6Aq1JmOcX3hX5fRJGbdLU3Gi8Xu+4UCMTUw56YiQBf2cTbaYV9bPI6skVqVvjrbc4V4tide1zS0SJEjwz0RSUfw1fLDONkGC/2Z0+TJ6o2BlTphdu1PenfKWRmIwK0wP8m+NSukyVwxkGzCtNbZiW23QjDplcWbwKUutU2+dXGxF18TjFGxNOmzAtHtwDzhkCYZNRdVwsLFpUYFLHcVqZXL4mnUuB28Ys0uf3R40YRw5Y5pVO4qMEjOiYXV6VunCGfWCgfaofbhBua3Wqvd1A7qERnUTSqICfLW7Tfu22wUydq1APgqJLuWCMrwp/v1GgYStKH/bjZk3vRa3HcKx6UV+hj8WxCg3xtcNxwccn7zMjYvPSmNsqsxiNKbeMZ6/pLiWe8rfdoNA9GoFkUyvHTii5aK/TwmpNN1GsN5xuwzLqRFa7S8L7enVrlHqGuW2WyiIVErkTeNbl/57k74dvSCz+IxmW1CiyVbjOjWo16C+SPVOURTDlKvVFd9fmfje67NLRodNstiJVcX3VZhvLfFE9OessQor1VnnCXu026pKtVEpo1JO2aNeIOuN8pjTKq9Xty4pffY5RsyFTpAgQYJ/GSREMcHvNBrd4qFIEpktGjkXUlJuFGbgZogf8vn4IfwUuDPWGbujYrnbPvtNGZSK9O4W/VHkQpgZPGnCoD2Y1W2fp9GipGiAPY+Q0nHSPizWGLdbjsMOGTDnFeLM5FXWR/uWShV22mWljFP2GZAzZsQxU75pj665BU5OXlZc4zIbtKo2qdMoUeE84OZ4FgWpxdVY7m4nBKFGlyG9+Pzis8rQVjFuRpgxfMhIUcV8evIy/WPBOmfT1f9o09X/6C3zM4RTwvxfTfy9HMsrxt1W809y50p9DMPjlVZcOaps0XkEslVRct7YVJmq1DsIZtc53GO7Bls9bJefCYrmh+WwSrNqq1XbaKs2WcvSsxbHNa4Uqn01WB3veYntsnHtX77wf6BdWVx/m4xTduPzeoy42E2sIV7HLEpttzaS7UmdjsvZL4cF2mK8YsiGXoULmuL66mQEc6Fxm4SqcbOyeJ0qddmnRVDfB2ulz8eK9gG9jmjQGmuKn0ZXTPiZLloUJUiQ4L8D+WRG8TeR2OMk+B1Hl0a3yAqt0e8J7drbVSO0NPd7Sdp1MUlllRLByKZewTi7YKq9T50NNuAh+wTq8ZQ6mw0WPROflI0+hKfswaVabdBtn6WRWi4W2qqzgmfjann1gljjShw2IUgb8vFMSrBPow165WRktcXta/A6cvZot9moQMQmhbYxfDPa3/ypUFm7PB6/36uWuqZoo1Mwjt4mEJvhuMJCXNyN8dxLkE69I3v5W+beucTZmYVe+1WZZeVvu/Kyt8FbU2UWLpjVP3aF+t97S+9/DnXRSaz/N2eMny01dX5Yf2cLAAAgAElEQVSRvolKNelZDdmcyfOLPD9yVfHOlaE09Y5c/hKTaCl/29HJy3QJDdmDdslEItYYr0VaIKYHTblHmW/ajU9rU6sGj0drnHH8JL6mHY96Vb1rMG+YfYNggbNQwYw7Z1msJZ62Q7nt0bS8XUOM7usR2swdsirxkE4NOvTJxSplMAW/z2YP2aXNVn0KJDGvXfgy0SNlpbyjpmSjwjkXt6nB4aID5hFpa8xJaZfXZU98BxQSgxIk+EDgfWMV84nMkvyL/+P/9p4fJ7Xn8++bNb8bEqKY4HcWX5M3iu8LpGPMSxpc5470bHGb03MLpIWmYCCKcxqskUVX9CVsQG3qHd/JX6JZIBFZnDBlefwQPxkj/eqtMyAVj/p5PGlZ9FU8VqRkhUzop2y0xgwOGrNNxk4TlqvwumD80i2QBsjIGzOmTsZqQZXbKLQ5H5fCuHoVxgUCXJhuC2kvOzTYrs+Au9TrwQnfVu9uH8OfxG37hWi+Ete4XzDX7jakRa0TpqxXZqGgGr7BPCltS73jbP6SYsX0juir2HjlqLl3LnFuZqHaK97U+Q9LfGXZf3LqzBKZsikLF8yamV1g/GypM+dKLY7nXhX394xYCSx/2+jkZXKCrncurn1/PF4LHjZidbQROmpMlYwVAuFNx+eqeP/O+rbV7i56PRZmGl/BQFz/LTgcK4nLYzP5ZLwXK6KyfTJ6JGYFNfR+nSqLc4lDVqg1LJDPQCID2TsVk1qCr2LwTLzDZllBYT0Qk3tOFL+A0BRbyj3RvL1E+CKzTEnMnf6pei0GTFmqTH/iqZjgg4P3DWn6RGZJ/sX2v3rPj5P6wab3zZrfDR+s+meCBP8N+LqUfZj2ksX4K9fp02tyboHmJWc0LznjZXTqjqRqlWWRJAbLlxC/96hp4/lLdGC/Kc0CSVyrzMcEK5tAX1YZcEhoW2/WIS9rndMOOOaAMLP4pCBYCCbJe81FE+wr7DRmuQpjyJnzvGDzskLeNnm3gxKDdjsozPAdtVuVQIrpshhjhiLRLbQ8Q3u0QFN7BHJU7243CrXLnwtJJ2O4zzVuw4MKZLDWCbu0KjON5ktnfEkgiRXoqH5DU92gq8vfdv8f5Nz/BzlnzpVqq/+F07+scmrsCsOTl9n5D0tsqx302htXaaobdHzsClPnFzk3s1DJgllVqXdUlZxXW3LeD/OXeEsYC3gQ2cvf8pcCKZ0RiN9XTUjHn6FBtRKBJFbKWCnM81XF12SF6L3C2svjel8TCOJRrxrwKrrcIhiGB5/DK5w09Wst3eM6o716iCwcwn5DtulwB1Zgm1rHDTltyHG7VGKTvHPF883KCpnONTZ7zBHfIWZSPxPzsVcJXzq+r0dKjzF8z9UYsA9HnDatYModvraUF/0xEyRIkOCfi6SimOB3GM+rcb1Sogl2iMZrNR+19zjGdWvUaoaiOXY6bjcnzCWG9JTCc8ERMNTP7owt5S4MmBOI4m0KVcWsvAUYLCqmCRXFkOXcKq3bRHzdOmuVxXZyOM8pgcyddMSdVvm5kJmcxvH4/8sVfPgUxRLb4nOh9SzubyZu/5ZQlSNUVL+MqhjN146PLT7rb6IJ9mFDVqottq7vr/knh4d/3w0fmXLqV2XqhWjCtuo3wJnRKh+96g3li87rGazT+If/aO6dSwy+eYVM2ZTK0rMuL5vyk//0P1i8cEbVZW8bffsyY9OL1HwkXN+Xf1WmTGj/hkk+ai6d0XdhoZ2GdKhVHs//jNCIPWy+VVyPR41pkDEX190uVBYvFyqXP8SfCsIexCriDq22F+P6hjFuIl7xQs00nGOjrYbidew2gB+7x3bfNIQfWW+7/cawQGX0vLw4qaVBVp8UMarvbDzKBPodEdT5BXPtcYUvLyHZZ+KiM19HsYL4DMUJ1AQJPhB431TXPnH5kvyLt3z9PT9Oau+/e9+s+d2QVBQT/E5ivbwG1xuWiq3gFy3HmCOuFJI+Hitu/WmvKIg6DmkT2tCFClJrJIncqhkhfq3cRhu02mAWhzBgwnJpd1qnVR7rLY8zZYPF5iZZG6xVIlSLntLtALqstkWzMgejwnXYmFOmi9Ynf21VUYyzP1YNywWikzMhJ1TPaoVqY1l8lKovJodk4jm8HJ97hSpdEx7yqicjSSzDz86V+lJ6Vjm+Fmf8bhNI6svDv68KVZe9bUaoRpaid+QqvSNXuXFpv5nZBfrfuMpHr3pD7q3LTc8ukL38LUuqRoszijWV4xYuCKMA52YWaqh+w8u/KpP7VZnjaK0d1JJ6R23mzVAVvPwty8vf9n9fndKpz4z5amFYS8oKdBnTjyoZfcacNqQm3vNJoa6bFhJ7XsO0AWmBYt1ju1PxWlYJ7eJAw8vV2RBFI9tUxfnIQt5zwGfsRKtaXGp/FDWtV2H8N5JaKmXdqKBgPmIQPQ6YIbaNP4vnNEtrjmneNbaAYRNaVVhqnXbrEIRYYb83abhIkJUgQYIE/xwkFcUEv7NoldeAR71gtesdFexpHhFsWwgk4XZBHdwoEIk2oYoUcpzbccQm6+zFnENCNXBSVpk/wUETsiqiPc64+1Q4E/d/SiCJVTJGL8qQhpx9WFDMhu42oUaFTUJL9DFHrLbKK/GcQmbzHlU2uwNPIGcXbtEcxRO12Kdg2RJwl+0I9ajH7dASfy+c380KbdZQaavz69nMV5e/7fXJyyzNvKln7Art/+aM5/9hiYqS82qveFPurct1nSt1Z+2gszMLQcmCWeNnS/WPXWHZlaOa6gYNj1cqX3ReXy7r2t//J4dfbpD9yJSZ2QUasjmjb19m/Gyp135VprbkvGPTizQItbsKocp27eKzes+VmkBTnGMkzPXdgW9gTE6brGNGcESNraoEW537bNeDY0ZsUu1UvNd/Kmia+4Tsa36MOSXuliW2pK9V8MScl/lMqpQ1g6/Ea3+jUNlcLMwtVmK/lBXyjhtCl/U6YgRhILmfE9J6Wm3W7ZB7rfENvfi4pfH90m9aqZIYO8igaYEM3qpeSVF4RWGedc7FSu0ECd7HeN9U1z5xeX3+xba/fs+Pk/q/Nrxv1vxuSIhigt9RvI5L/ZVqDwoKY8JH+0rzXn6r8R8EOrjf02iXjgQzxLgdstQa/Q5EoUrhw/lCzHee39dJe9xhsz58ofxtj0XxxaCUqou87erjtgH/Tvgwf1Ko130Piyy3wVmhWnUOjxtDmW3RrqdHILmF/OIuYe7wsCHLYsWqUD08EVvPVebj+26j2AjfhuaKcZ0TlcVrU2j5NsfjfPSi6zeKhpLzKkvPWrhg1vO/rNJQ/raK0rOqouq5svSsgdEqc+9com/kqiLZbK3/xa8JWKbOL1K26Lye4d+Xw4rfe8vM7AKz71yivmrUA/+wxJer33BuZqHFC2fMvXOJ539ZpSb1jofzl9gYz+tngmDkoCEZtZpwTM5GWR/Fg1Iy8hpx3KuqXKNdaNN36xTo8qwS12jCyf8XFXQaZ4v37VJ1NrghXq8l5lXZB2NW87CU8LXkswiznpPFwYA6fFd4N9Ikq8ceaZuL0ZCN8noN+X/Yu//guMszS/SflmRZFpLVqI1sOY2lWEbYRIlmFZzYiydOTLwoK0ISflzYxcGhoMpTEyaESmpSk5vUZiu5O5UpUgwJpOK6+LJmYBaKQAKxN2YdnHViBiYmulEisBGWY5mOZQu3aFlClmRJff94326bTNWQX+Q6nj5VXa1ud/f3x9vl7+nzPM8518X1bMC9tgl2OJPSUjJGhP7EOcIPmCollPAniLOGNJWI4r9EqfRcwjmJVmnrLHSvQIRWCN54K4R+tm5P6faUFwSd6NF4cS6XN+MpPRIel9DiI/okNLtGv0dsMle4uH/cIB73oFcEWlogBF34wuj8mLYCo4YkpInqFGkbpG1wmiSK9ylrXO9ZCT1GVAsk8Q4pK6Kp9kGBBBZsbHag12ZP2qpdkwz2GbBHvz1xyhnRuDuQv8a4L2mBFO4bSRoSOvAOxdcV1LwapOZOeFkgqA0oL5uVea1eZcW061e8aHK6wmCu0CXJrhcv0dF8SEvDkI63ZbwyOt+KC4bMq5ySrB5XXjbrucHFLlp0VHXllNbzh8NgSlmw3WlM5vzlL5f667dlJKvHEUy5k9XjmuZM6cuX+eJ5Y3YLSuvHErN68ClNsjJ22iolbZ9A1e6Ql7U1tg5UWCMQv5tqT+CDvhLPUSCJdxdJYr+71cdzNu5uSRskbbAm9qXujsf7DD49Ot+zYDoWqvPWus0KTUXy/llN1mnCt7TZZF3Mfw5tDv/JjMmiYXZ47rhH/dSjfhpK8a40V41bY9/lanU+awNOEZNdOmPZOVky3i6hhN8NJR/FN6CkKJZwjuLHrrPGoFCOfcg25a40I5RxdxZNuCt8yuW+brerrHVQUNKCdvZ9fEiz8jMGWR6xxvUOCX2BV6vzeFR1VttgWiBY98taKaUZjxa1uzBg0CllCN0exIetVRcJR4812u3xID4kHcnAoBHfmDvXk5NVxoQJ5Q5Bk8oSy5kBjZoMxsd3RHJyV/RLJJDil4Vy6LXl0w7OVDgUH38bk3rdqE1OIJHvqT0hO1ajo/mQ3Hi1544tCtF5qePmVU55YXCxpanjsmM1UjVjnovG29de1Gde5VRRMUzVjHnuwDLXr3rOcweWFcniwPEFZmbL7DuyWGXFtNZFR+0eaNYwZ0pbOiM7VuPgqw3mxSGWq96W8eSv0rrjOSj0kdbGv9tTx92fXSAXnz+JXhlBcQvDQ7VSGhSmoI+51UJDeFVQEue62KSXwNx43mDSS6rj4zrBT/IKbLZF0i3eJ5D4QtvBuH4sU3sGYRs1oFaTJoHcp2ySLfpmhraEFozj50Sb9z1O43VBUZwbrZpG4vNJTMQSNDcKrQY/Evo2SyjhLMdZo65dWt+Sf/7yr77l20l8+7qz5pjfDCWiWMI5h0Z5YwIp2mu3m6z1gKcF2nAlThOMdoE4LRcGPCaJpb9pK5TbF/sUm2PJ91A0QM4US5CstsGzRtyszv2R5DVKGYz+eGtssCd63xW2ub2Y9PF9BX0vEJRJPKrBBi0CyR0V+vP2yLpKSoXgoXiDMMARpnIHtEXPvhvjcwU7nOUK5JenhHJ2J/4mllcL09WFSednTlbrw3WJWf35MusXHvXcsUVWxfumWHauqZrwwuBi77uoT/ehZquWHTATfynXVk2orxkzNlElM1xv1bIDBo4vMHRivob5J3QfanZZa5+R8WpDJ+bbPdCs6bwxzQsC6Swvm1VbNeGV4Xp7Xw9TvyvPC9PS8yqnbP9V2s+dLom/LCTIPHeyWmVc6YdkdUl5Jh5fr2MaLJQWJtoLAygP2azaJpPxnD4UyWIHRUJ6kaAaZuJ7Jg1Ia5KJmmtaaCnYLYEDqrUoF4jhiqjyXo/7bFZrk1XYGXtXp4SBmQZ5Q7JapPTLYoF2+eLazdijwxoj8TtUiYeL38MPx/uq+L0qfMO3nfFvJZRw1uKsIU2Xnr8s//y6v3vLt5N4/Jqz5pjfDH9a+mcJJfwGaBdUvQJeRsrlTl8wnzAjEW9BcdkvDEME0+0wLRrI00c0m+uQRxzyiKvVyBiz2garY/n4WQ9qVBd7+ja4Sqroy8iH7JHAw94jGFv3EJNhKnzWBimXa3WxyRgF2GyDLjzrCRfF14+jq2j6HIhOnZAQksa6mAxyM74u61EJqxKzViVm/UjQm4YFVaxO8CZc7WJfrMtJCz2L9+o1dLJaV+q4V5GqGdM2d8J3ji3SK5A/aFpw3MBr9VI1Y+aVTxs6Md+mdbuKgyq9mbTyslljE1WmpiusWnZAbyZdtMFpmH9C+5LDMsP19h1ZDD72jl5rWvvsGWiWrh/WvuSwyekK71l60I0tB6w9f1hF2azMcL3McL0KfPntB7WXT2svn1aPF05WWyqU5ecJym3BbDsMlYQ0nm5bPSAQwmdwtU0uw1/gIb1FFbE7flu6hX7OAqEO1krTptChBjMyjmlAq7y1WjQJBLNAEkcNeAZJm4zKygkRgYEkZrTJR2K/LfojztUpLy3QvjCSckwt+m3ThIfNWBu/h6FPMRm/u9+NnpszWuMPoxJKKKGE3xUloljCOYeM0Ac4g1pri9FuK6Oit8JHrJC3Ij6ulTdqtwcQSpQfsV65AcHy5SJscj26DCEdfQ5fOWObzUJkX8GC5n4JXVIaiiMlp/xEKBtnPGYprlZnCFkJfSatdY215jpkxv2xNP5lIz47Z6r4uYXBmaVCr2CH2wzEx7AZfNun5G3Pl9meL9Mt9GfW46pIglYKvZTZsRrLhV7EL2nzMr6RXeBavDI638mpSs/gxvOH7Rxo1vn2g6orp1z77ue1LjpqZrZMw/wTvvZUp8xwvZaGIS0NIbO5pmpCw/wTejPp4uvq4pDLoeMLtKUzPnbp8963fL/tL7TpO7pI14oX1VZNhB7I4fpQeh5qMDUdqNKKxUcMnKx2Afb8cqmHZyo8PFNhRlCDnxIGVFaUT3sm/p2V9ahMse3gKhutwtUxfWVQIIP3uhvvRCB5BGKdjo8n3S2joCrO1arQPvA/UGUX+gzYrd8qQV0sTCjzPZUCkee79hooriUXygi6cspGod8w7NN2IybtNmm3da6x2wwucBd40B48a0z4EZQTdOErPWCbVuVvyCEvoYQSSvhdUCKKJZxjeEWvhGqBHM3gcU87GR8XlMZ9EvZJ6JEw6mm11lqOTa5AIBh9Et4hlPhewBo1sTdxLPoWPuhC8GEXoDFGsO0QSOl2WUO2apCXtsF6gajc4Ro/EGL7Alk4ioft9qDdEpLK3eQKrNGgzqdPTRULiYVuxPtlfVlCEv9ZKE3vMmDUPa6zSY5iasmTbz/oJ/F9r8ZbCvXzxu2aqQgxduXTXo6v+YlQ7r6w9oTysln/GY++Vu/aFS+aVzml5/ASQyfm23dksY9d+rzceLWP/btu/6Gj27zKqdC7mEmrrpySHauxYvGRIvF7W/2w6sopH+4Iet0zfa3Ky2Zd9++6Ncw/IVk9bnSiysDxBdqXHLbnl0s1LTiuMZnzk9H5fvLKkqDGXbzfM0J03xpB5Vt7/rB3CMM3fTMVPh/PdyDrT0sLJekZYoRhmDG/TJh+b3O7cnkdTg/+nKkurnG75UIpv1NaMAJ6v0YbkIxkvRnf9xz4hm6Fueb/pJNoxD1tnSa9EjqInocBWRnMWBtNthvUmWutudZ6Bs3KkZNEi40awf92q7r4CdPWRI/OLqxwTXE4poQSSvgNURpmeQNKPYolnFNojxfFFmHQY69wYScaQmPUE1b4CAJhLCiKvF+1vPdhh8e0usZSQXHqkcCoNWrs8aCrbfC4B/Fxn5X3jBDld5W6olK0N9qkXC2Qx8n4fMaDbrXBC0K2MoHQDcV9WYldsVexwwbdtlpjoz2xp60Je2UFj8CN5uJQpJDXaTIUj/nkGZ89I5TgCz6J9+OLqJs3buBkddyvgAH89dsyDg41GDtVaRDvi5nNNbH83JjMGR6rUVkxrTEZRkfKy2bf8Hd52aw5lVMmYp9iw/wTeg4v8ed/9jOv55Jy49Xetuio14br7XrxEiuXBrVyZ2+bjuZDnulrNT5VqTGZMzNbpnXRUT85uNTw6zWGOEOtC6g/b8z+12uMxvX/G72+qE230I84IPxYmCf0bA5KuE7eIYE8fwA/xCG9CsMvLW4H/fqdHvlhjU3RjJtdjgm9gcnoXxjsdtq0WCdMRk/F/d0dexZDNvO3irnQHXEfC5nQtQr9sgzFPsQ1NhhCnwclbbCOGP/4baE4PRrfUR6P8horiNsqoYSzGmdNv96l5y/LP//+O9/y7SS++7Gz5pjfDH9atLaEEt4EPTFE77Lyabv1qhTUpnKBHPwVqNGkkMSSdz1WWqtW3rin7bDNOtdYKUyw9tiGh4uK4pron5i2wWp5fQJJbFTnSVkNCkTuBitwrxGjyNgqYys+jlC6zspGkjijVV6NAkkMvYrdMdFljxFrpKSdJokNNmrAISP4sUKyc4OQXbwi3vbG47hIUFRzeKjxiA+seFH7ksP2CSRlXe0JnecP+6sLhrx6Yn4gfrUnfOztB82rnFJTNWFNa58L64eLpeD3X/q80YkqqZqx0Lt4fIGB4wtkhusNnZjv2HC9geMLigQyM1zv9Vyy+H7x/pr3/cjUdIV9RxbraD4UbHdWPafrz37m5WOLNCZzdvziXYZfrzEuUKJdAvHvwbw5U374eo2O84fdJ/R0/l3iEt0CAd4rq0mIaGwUSOId8nbHc/SKMKwSVNg2q13sk27X7yVN6NKCnJtscpNN9uj3uH67DLjBQh3q8A8q0W4TknptcT8xGvIeuw1Ea5xCclDBBZNdRZoeqN6tcR9nis/M2COhz1NabJAzEtXKvDB49RHM02ijq2zAtVYoDDSVfu+XUMJvjLySovhr+NPa2xJKeFOM6ZUxNFOhTZsknrRHM3KedhDXuTxeekNp8n7s9bTlqHW5LlfaZcagUH4udyU+ao9HZIxpEFTGjJEzjLO/F7N3C8MOSZyyS0KDOh1EYrcRx93nwZjkUmNIwkrl+mxxgzD/zHdjpnQFpjWos8eYbg+e0fcYSE+7Oi02+KRNeoUhl26hT7M/HuMe/V4WspybhEGV9y7fL10/7I6WAxpQVz1uarrCzGyZC+LQyehElXT9sIHjCzTHFBZoX3LYqmUHTOSSLr3ktI/i0In5hk7Mt6z5kFTNmIULjqupmnDe0oPmV4/7T//xfzpv0VHnLzjubemM1yIhnR2v1jD/RDHi7+0NYSZ5/5HFLruoT7p+OBDbCw9LzZly64oXdc2ZKsYUnjxVKYu7XquXFtTjR/NlZoQfBCvjOatUsK855C5bleMBCc1xrTO4kOLE8+dcXIz2Y5sH3O0Bd2Naqxa3atKDbgk32mDQjB6P6ZJS65aQn40V0U+R4HHZK2Q+52yWs1mB0u1FzmZfsBUPF1sOwlrn0anfE9LqHPKY7TFecJ8Zc12jXGgraJS3zxPFH0kllFBCCb8rSqXnEs4xHMAyoe9vkavkDWOPp0G1y3UIfWmE8uy9gtK2Jj53r6dxOWasU26XhFZ5fR5B1xui++AqdZ40Yo0687DTY65yjSdt1WBjJI50OwY6LbRDFs/qcqXtHsH7JS20UlD8Xo3vOWRMQ+xXG7LVrTbaTvEz9zrmBgv1YTUeiP8Wypwhxi/lNpsEwjAWP/8b6/+XqUjudu9fbvWyA7JjNb7zy6WuajpUtLmZnK4o2tt0H2o2NV3huvcUOh65YP4JM7Nl5lRMO35ivgXLDoDjB5bZ09fqo507qJqgbJbx6nA/URX+XnTU4Z/9mSXNh6iacHj/cqmaMTOzZXoOL0EocT/T16p9yWGDuaSeV5bofOfP/eTgUsnq8eIk9l2vLJHFTdFvsZDr3CmQvDqB3A9J6JDX7W6dbtcjkO2TwkBQi0DWuvEOdBvQoslybI+2OQWkBSU2pK1U2WSh7QLRfFYGT1nrFimFEvEhfM+6mCXdJJTDOwWlszeqijdIe1gCExgr/jAYktUmZZVAhEOf5VPCj5JVmNap3I7YAvFktO5pQ2+p/FzC2Y2zpgx7afKi/N4/v+st307Ztg+fNcf8ZigRxRLOKVwt73E9rtPuUQNotj76Kk4KJdlyhenTQv5xKPX1CLpOs6AofcFj+GicHn1Cs49ElW8G3yv2KQYfxcfc6BoDCskr4VVtgmJ10xl+eN2yyqXMeMKtPqJH6GdcbyPEjOIqoZR8A0Y1qDHkmLSFbhD6L3sFcpjFQzKuEoyob4jHWBh86RVI0LBgHVQTn2+cM+XkqUrXv/c5//jPq1QmZs2rnPLyZJUsOs8PCdB11eOaFxxXXjZrfKrSpUsPBlI4/4TZ2TKvnphv4YLjlM2anQgRcienKp239GAoLU9VsuB4KLccXkI6EwhjLsn8Eyb6WlWlM0xXmDi6SGa43lhUMnPj1cWM6J7DS/SNJLXW5TTMP2HnK0uKBds6oa+vcLxNFKe9c0J/5qhAtm6S0i0oix8QyN6U0z2dg8IPiYPxHJ7pp1iwzJl0N1jhdksVfDG36XSLHRLCmMzl2K7WpjOi+77nS27zJZvRaV3sKQ37ndAmr1dGSlrWI9Kuj8ozHLc67nuh35UxtWqMSrhV3n3Eb16Fm2PvbBN2lohiCWc3zhrSVCKK/xIloljCOYM18gYFNe1ZCV8rP2XzTIXlAqH6b8IldNxTbozTzQ/Fv3MKNikJ1fLGJbTI6zejRbl+24RUjC7MSKuT8aCvld/gMzMhEu4igaQUhiy2x/7CDik3xGxiQk/cTo9ojDFwgzHFZa+tPmejr9qMCmm3RP+8oG6dNumuwA53uF6foIClhaSQpYLR9Gel4ta53z2+4ja7BfXsAS/5iouNIj13wsmpymJG856RpKsvDB6GDfNPGMwltS85DEWrm7GJKv/hPT8xcWK+g0MN3vH/vvu3Wqf8//U3vHgJi48E4jhebXa2zNhElfn1w55/8RKXLjvg8FCDH754ifYlh41OVElWj8sM16upmjA1XWF0osr+weDDWEhuWX/BkMFc0kAcwqkTJsLrBBXurtjfmYr9naF3NSvE7i30vvi6h89IZgmksLNoTk4gX33x0TrpmI6zI67NRwUj9UnhJ8i3rLDJvuIgS3htWxyI6RYM05OxNB3MwRPIaVZXVL/7hH7LQnLLmEBwDxmxTp1dbzCVH3OVGi/EY/x8Xc4nRs7/rdaphBL+iDhrSNO76y7K//Oau9/y7cz5n11nzTG/GUo9iiWcMziEfglN+JS8mdkyffq9R1D5yoVp4Lmu0FE+raN82mpXxIzjbfZTJIns0O8JoZzHelcq2B6vVhdzWjb45kyF1cKwyf2y9tpqSFCpOqR8KpYNu/NlMmZkzGhEh+s1+PXJ3U+4HzfYhCtkJGISTFA7OyzEd62OViiFQY6CejiOnVgjZRTPxVu122Tjtg6iK5ZP03MnDE1WqYLdghsAACAASURBVKyYlhlJyowkpTE9W+aRwcUGc0mDuaTKimmVFdMODjVoWnBcR/Mhrx1fYN5TH/qtSSIk/s+/lXgoDPRYcpj6YWX1w2GiumrChfXDfhHL3B+4JFjyVFZMG58KhjRjE1V6M2n7BxerP29M/XlhkGbkjG00CMpp4fxu1iNdPq1dSoONsrbY55gZpKSstFBOwnMK09+n3Bij/LrcrsXF3iEojZcRSfh3tUrbJSEYXndKuSWWimfw0TiF/1GNWKvJPve4TpPaOMiyy4A0v0YSM5Ly7lDnkEkPSXgo9k/OYI+tptBnm3J0qLPLpHUu1+FKPGGFGt0Ue3HvHDmdw11CCSWU8NugpCiWcA7heVyqUd5aQRVqdbE+L+lycWz8/4F2l9sf3zFPUGXGJcyVj31pT/ucy4vlyX6TWmO27kMmFcyWQ8/iKXzYSnXF5I690cZmyFarbfSsoAKNxm02oscxKQvdgS/YIpDQK62UctDp+L0aZGJvZEBtMQ+4jWIZ8isXHvZA9BjsFjrWnozlzpsjCUkJJGgeuhYe9cyxRbKi1yL+23ljVi87oKZqwv4ji21/ZYl3zBu3etkBF8w/YXisRv9Qg5nZMtcea/wDrBf5//JfOLoolKXHq0OperbM4UzakqUHGa/2fF+rxmTOD3rbNMw/YeXSg7JjNXb8/F3Fzzl5KpDIXbj1giHXv9rghnj+7tODdp8UiHSN0C/aZaHt8YzcKGWn08QqGM0Em5wuF2vA/TKujt2hjYJ+mInnekgYUlmryTzscAyLFHplT98fKu5zbVyXUQM+q8mdNkvaZJNgnN4VP79goTQooUtet5D//UV1vmzGauWeldUupScq4o2Cwl3oV63GF0rl5xLOXpw16tq761rz//Tvv/6Wb6dqx4fOmmN+M5QUxRLOKayJJOphCe0u1qffV6KC1ikv6XI9njIZb+8jJmbkTUrE0vPldgoX6TMnRh+S8BVzkXAV0rF0vFpdtFzJRjVqmyFZXONZCaI9ToGEhJSVECcXOmGu0GEjttkrq0uIdYOMhE+5Xosa1OqQd1IgO/ca86yEQfzHV8rsww5bpAXyu1KTlZqkhQi6eYLyuOq8MfuPLTKE9ecPSwt9jWMTVXb2thnMJW1/ZYlb3/lzrYuOmo6DLd2HmjXMP/EHI4mQ+K//NfQvTlSx6CiVU+Fv/OpQs8NHF2lecDyUuNMZ70hn3LX7/Tb/9FLrLnnRnacq3Xmq0vLGI4bwl41H9L4adMQ+oTx7q3ZfxL2+5iJhQIVF9iJQqe9bgSHHZG2Rc8yMfrzTGherFZTZudIel/C4RDQiCvnNBd/MFbHfcIfNPmmhM0liu4XEDsJgkbOj+H52uNMA/kLOZl+1WU7GCuw2ZrXQOvGpaOI+GCfpvwx+4FkzVkrp8aA1URHvt83LhPjGxKz7/2ArVkIJJfxbQ4kolnDOoNm77cMee0CPAcwtppKETIuEWlcIs6adBgTydr+ntcnbJK8T3faoFNQiqmQEM+8ekCuqPHzcteXT9uKq6HMYesT24OkYGzhhprhFsrZYKcToZeN0bCvusBEL7IJYnEzKe5SY/zsqLRDb7Y75iho8bNCYDmkr0O4WBEXrTB/FTwuq0mX4dvQibE/M2vNavcZ541adPyxdPyxVM+blo4tC7GHZrMqKaSPj1WqrJlz7np+47KUVv+cq/Usk/q8vkswxVuOXfa1+NVwvWT1uMJdUXjbr0PEFxiaq7D24VPehZuveftBN7/y5/qEGX6nL+UpdTm3VhOXnjdk+uNj2+LkpoUQ8Jgyz3OAzYI0mHfLahcElJn1BxnWRvAd1dxm+ZY8BKexzt0kvmStvrrx+L3lHfHWDQP73uSf2H55yrwS24T4dFsYElVuxw66YnjNqwH0GrLMJO6yTR5f1sSz9KG5VU4x+/LqtVkppjKbsJHS4Qqtye41ptEFG+NFT7UqV6POE+/JlZwy/lFBCCf8a8piZLXvLb39KKJWeSzgH8WNJa3w+Meuv869pk3JSIGn36pXUJhfLcHPlTXpK0hVyntLlCs8IhDKkbCSUy2sWBkVmsMuIq9VFy5N/wMeLF+8Cadhh0kpz7ZXVcYbvofgZjQKBW0nsMwuPd8SydVpQ/9qJgxI/lrZBJqbBpOSjUfeY69R4ViBGnfiqYzotLE7o/m3tCdOzZe54vUZaIL+NcT8qsb7lgL6ji8yNvYrpupzGZJgs3tPXan1br8qKaUv/efUfdpl+DfmbtzBR5fXjC5xXPe4Xh5pNTle4sH7YaOxLHBmv1jeStObCwyorpu39ZQjOKyS17ELXnKniMEtWKNEHtTWUc09inaDmrorbnhLOf6egHq6M7zmJfndb7XbPxgGX09iBTq0uNiiUkFdoiv2i92h3WyxRJwQ18Ups0+YWvdF8e8jpRJwOZxpvb9dukzS2GwONaoqtDSulpAQC3C+BafyP+B2Bn2r3binBSHzSpDBJX0IJZyXOmjJsR11rfs+qe97y7Zz3v644a475zVDx5i8poYQSSiihhBJKOPeRzyu225QQUFIUSziHkNOiLiosP3aDNZ7DZ+ZO+OFklce9hFNS2qyN73jcU/GvTgSF8YuYVz7tyZkKuz2t1eXWC/pRuZDgQSjx3W/Ezer0Yq9JN5sb84K3uslGDzimw0LdtgqKEl1SGgQrnTB1G9Skr8pYL22nrbpsjPY6J10nLScoXBkJq+WLhs6hnDkqrUbGMUkLzcPVwhQ0QTWcin93zJ3QPVmlVvAXbI2vq0VD7QnlZbMmpyukasaKljlT0xU++MuWP8gKvRny1zwa/ojG3K+NRbPxE/M1JnP2HVls/5HF+kaSms4bM7diGuTGqw2cqvS+xiNGxqvlxqs9d6rSqmib0y0ojgW18CSxrNwka6uUjbLx3K4S8pm7zxgMgf44FEXw4+yPtjlQ7WJNFCeTx/VLalFOnFo/VuxLzRbNt5vxLfwFDlmnKVrlhKGWpvi+5vi+QxIa5HUJSmkm3tLxeBqE6f6MEWGwa65g6TQmmHJ/8PdfoBJKeGtw1qhr/25+a373e7/5lm+n7gfrz5pjfjOUaHMJ5wxWq9PvmE3ymGOHQIY2T1YVZ003afMxYfp1p2CV8815f65LXoO8y/B1fGbmGbvtNtfl+sy416ROXAtybpW3E43q7BQu0l3mut+ISaIFC1Tp9iA+aqWUlVKSwmTyXlsMCGXTAbRJm0F7NN4ONitPqVMgBVnkvAKedoNb8N9tUiMjYY2FbhTKq/3CJPOT8bhbBaowNlmlVSCPbYlZ03Hb8+ZMqase1z8SzK1TNWP2HVksN17t8j/72R9qid4cNWNh8rls1usTVQZzSdmxGuVls0YnqoxNBDufttRxA6/X2D6StH0kqWnBce11IU96crpC76lKe/BcTGlpFEhiWzwXdYJdTdaA1TZGunfcuFAk7pbAK8YN6HdPsSD8g3gLfoa3W+Nic11sXL+MMJwybgDfN4OsY0WimbVFVsKN8viB2hjJVxuzmHfFIZakTW5EjyzFsRnIGbLFDjxpREYYwFkvDCrtNqMLaXX4oDXWqHWFz7pGp8v/gItUQgnnMhKlHsVfw5/W3pZQwr+CZyNZ2iyh03vlJOTs1uuf44U/KSNc6EftMWqPSQl/efLHttutTehDDDFvazHtfURdaJsdQr/XanXuM+Kzc6asEaZeO+dO2G7S1ep0Cb2D243oUqfDBg3qitOrBU/DdrcU7UselpERetR6bLbdFkNRhbzPlkg2xqxWJ2PEahv1C4T0BayXVyOQzvsc0yIoTWlsljWDh+O2nxXUyaUNQ14WFM2VSw8aGa+WERTEZ/qX6XzXz82tmJb4zjVv4aq9EYmtN1MxTcW08rJZTQuOW9Z8SG207BH3e2q6wnXv/LkOsb8zGm//aHCxH7weVMhPxuP9GrbbbJWg43U73c/ZULSogW16DFgqDBE1SFuhyVq3xVcpbm/S3TJOm50zXRxOgbVuM6rfegvtsKWoJnJfkfqNyqDZqATKpWzC05YKP3A4KWWjd+FdaFanwS3RoL0uDrSE718P2pTb7Inip5djVMIuhT7JEkoooYTfHiWiWMI5hJzl+Ir8GRfG90t6L36GRQZwSK+/n/Mefz/nPVbKu84Vaq21G98RSMJKIRe6XCg3N7tGGrs9olEgiwdPVZrEjBl/P1mFCvXCRXulGnw3xr5tsR4Pxdtap42gG4gRbtsj4diOTm1uEQYUduBKu2zG90wKhGHQ6eziPWbMCFPNj3rEaguLpDComnPtwldqT9gnDMjAPx5bJIV0Yjb4Eo7OV4mLFh31rrdllJfNStcP/yEW5rfDdIWJ4wtULTrqvJoxv+hrDSphJq2uetwP911ifKrSvb94l3lzpsybM2UvtkdT6a6oLPYLKmJQC8eKNkBdAln8qlCU7SVOC2+U1KRBGGaawj5bdAtJLDe5WHd8b5fbTXpJOr53rotdrckKTWo12YtWLXbqV2g56HALrpAtJuzM0ykv2OjMkbVZm426bbYd66Wtx5O2etJWq3BTPEUN2C6hw0I7MONBB7HCR2Q8hmCtw3dlcJVSF1EJJfwmyOdLU8+/jj+tvS2hhH8VSS8QS7PH40X4eTm7JbW7Sl6vMd9euMCnT/X59Kk+VwvUbNS2Ymk556c2221cQrlAEg5J2O0xLa6XE/r6MrgQq5XrN6JReTG3ea+t4MuO6XCLhxzTFD/r0TP2OKWgLm7SG3vT2iJZKfgrrrRQl01udJtuCYeMqMSr4GENyu3yoGfR6HrLBTJYKLm2xXTnT4/Od11dTjlubTziqrqcD74tY2++zDO/SlsqZmGXzWppGJKsHre0YcgfHRXTqiqn/OrAMr84uNS8yiknpyq1Ljpa7EmErsYjTp6qdPJUpWvPG5MT/CUnpyucFDoAv1GX87iEv/UZY/iGMBld6FMc95IOoYfzflm5mHpCiNVrd4tRm+2UMSZ0+X2QaN4eMOlu5XjcPRrjZxfUvmotmJC1JXpyXih4K4ZHQ0haiAnJGOl3Q7THGcLDtigYKz1s0p3GsM12I1bLx/LzVnxIGvs8haAAp9Vg1JCEH/1eC1JCCSX8W0Zp6rmEcwad8oaw2Zg1cWAkNPSflJPwjLwb1Pj7YzWaLQL3Cpfh7a40QCwchnSXq+RtlrBeXqu8/ywoUM8IxKLgz3ghVqqzJj7O2KhDyHpukJJBp4VFk5yHbDHgFp0CGUhhpwy6YoTbFoTSdIOgUGYUyp551dhjRrNyk653EqJT3qAx1NhlRHuM+iukh1w1Z8r2GNO3fXCxZ/DVmjE1SCVmTeXL3LfyJ/YdWaylYUhlxbSTMTbvj4rpCifGqw2P1VjaMGRmtkzP4SXFnsnljUfUVk3Y+8ul5s0JtG5uxbTPvf2g3b9c6gevn46v+9ZI0q2RUBVI3ChF4hQSe76G6/39nAafPlUg13m9jmlFj78AjzukNRahb4oK3SOgUxp9PoSg9O5zj1q3xTjIVxRi/AiKdc4xDVK6bdVho4Pxc4M9znZ0yQnfgUJ/ZFZCs7x6G83FszG3usPGmOCSFf5L36bVlTE56MP4B21Ed9ESSijhX0M+9iiWcBqls1HCOYNurBFMivcY8zLatbnVGvzvGOv3U4RJ6M/MndAlXED/Gr0Ssfz7A4MSHhFMtsNF+DFfFqLVnjVjn5Fiv9oFxDQV7pJ1KzH1IxCTdPw7GW83uiXGAWbslPGwhDDB/JRex9wYTbMbBNIxEz/nBXQbU4mUcu9w2oeRKwyaxNOxB2662KP41fPG3GfAk6cqlQul1mAinfHDX6WtTx3XMP+Ed70t47kDy9RWTZiZLTM1XWF+zdgfYGV+O8xOV5g//4SLFh01NlElN14NUjVjktXj0vXDMsP15s2Zkqwel6we1zeStPeXS20XejC/dP6wGmEmvFYYXLpLwlWJWR1xO2mhX/VGn9Eq7blTlYJytzVGKG7zqIw2eclIDPsM6DPg2wJJnHyDt+L3dQvnNeU25aiVt0IaY560RUOcqua7hmzRaaNuW+UcK6bxtNkkKa1dWo9McR057lBM4jmtq5ZHVTF4K/JB1a7UZ5vww6NO2oY3JAyVUEIJJfw2KBHFEs4Z3CiQvqCw1XpWQk8su91srcc9jTF79PqryTn+anKOaoHs7RfUujaEy/BzrhUMjS/Dl1yjSyBm1yl3qzrr5kx5VSBdI3Ef7pAqDis0SNkrEL4U7nXMvY5JEc2wn463o1JuEWjNtthXeKWdtuiRMSThBUEz7Ixl5HaBQO4VJpibpVGlwUcMRqVpu6ztsl54vcatmnz6bWFuukA+b5XWGPsTd40kDeaSGpM52bEa41OVpqYriBY5f0zMzJYxW2Ywl7Tj5+9ycqrSwaEG3SNJe15Z4jsvtHloJClZPW7PSNKekaRahV7PgLteq9eCH8bjvRl/K687X6ZWUFgL1jLfFpTkXqy3EJ+QRtIteFpGsKypLY60hPdPultQ8CpUotZt8X1pU0LpetQ99kVD7FQxNSeBLp9zix0SGmzEDklp66X1ShQj/N6IBVqi0fpAfEyYfO6SKrY7BBOcOaiRMSYjof93Xo0SSvi3h1KP4hvxp7W3JZTwr+AuP7VW8MArYLW8PiPu1+sGlwsk8HWFC/xdJr0c31NI4+AUVpmLcT81INjMvEDMBA5K1K5ToSybwmULjyKoitclZjURO83YYascGizUYKGvy8YBi08glKVDT9t9uNUOmzEh5RZXS+O4fhnrhCznXY7FVJZQNh/0lEOyPneG519hgAK+HoMCf/SrtLW4SihnpzCeLzM2WeWmtx80/HqNVM2Y1qjkTU1XUD3uj405NWMmog3Ote/5idx4taUNQzovPGzNhYel5437u3f+3OR0ha7GI7oaj5g3Z8qjuA5fqcsZEohfp1BK/huhzaBfIIYP+ZoP4jPzxqWFlejVH5XgV4pxj0y7DJtsUo4bNLlBUzx/t6vVolqLXnf7AJEgbj7jaP4KB/B9WQOGHNMgjwt91Wbr5WOP4SdUCsS/LaqXD9ssGVXFHhkpef0ekfGgIVmr5TXagB1acJONOO5JY769sF0XMSP8H1z4FqxTCSWU8G8DJcPtEs4ZhN6vp6xxhT1ecrOL3W8ESTfJe0DCJnnDCvYjQVlrEpSlv8eop5S7QrvQj9hnDD/Tao0+j1nrmqjmFDwVWXfhYY++skSvoB42KIS7BRRUvDNRiPbrPsPsuTBtPaTgoTcdBx0CiQ2m3Ft0usUOGcyzVkq7YPsygB5brbTRCjwQFaabbDSEHTL+LrHYX+dH3ajOdnxpzpSp6QrvW77f1HSFZPW4yekKly49GEhi2azE/7jx912a3wr5jz3mtVzScweWqayYdvm7fu75A8vMzJb54b5LfGDFi4bHaux8ZYmm2KPYe6rSgFDaD32ep7OeC3ZEO3zNDT5TVNeGne79vEwYdPkr3CmjTTr2il4hdKE+rMv1auN7e4VWhVp5DUL5PyNE961wm8twnwHVmnQq/AAJ34PKuI8DCubbR91koQeioXYhBjIYbm8RlGZS8uYRx2oei594pZVSZoRp+rvimvMJHfJOxvOwHPeVLHJKOHtx1phPv6tmeX57+//zlm9nyT9ddtYc85uhRBRLOGewWl6PQP4m/dTV3q1euECGNJNCEsduzTGb5VAcVtkpY11MQGnEdj2u0+5RGTdKaxQu3qGf8GHXud6jHvRZG2Sx6rwxL0f/viRFMlIgjNm4X4SJ2Rvl9VIcgNmDnkj+GmOOb68BtZre0F+WKyayJPF+hUL7TdLF1+3AoKyb4vjMFDrrcvpGkk4KJHmHQD+GsH7hUTOzZVYsPmJ8qrLoqZgdq7Hsz34m8X9v8sfE1Ie2+9H+5W947qJFR72QSaupmvDMy62WNx4xdGL+G4ZtTp6q9KjQL3q/oC4SyFm5MBE9IPQr3orNReK0H7S4WL/++Mpt+Kh2KT2OuclC251OuBk14DpNHjUgqNTbVLtd2mnSeD3uK34Tvm+F2+yzGR/FDh026o6ktDK+ZygSxzYL9dpSLFcXkLVVi436I6kcksX3ddlgu6xGKYMS0jGffFQgin1Cqk8JJZylOGtIU4ko/kuUSs8lnDNYJZAEqPZuP8F9xZlRaNaFpLWGBJLUIG+nhK+VL1JDnDntxahHJXChhyTc6SkPm9Es7/OuV48n3/Z+38aNbz9ofVuvlRcMueqiPt3YtOJFWWLPWvDzKwyztMtLKhDPcOuRdZW09kgSoU2TJoFo5mTkImld6xYdrpGS0hmHHgpKV1Avs9qlPGDAAwb0xn/7bzHbpVfo2SOoptWVU8rLZvVm0lYsPuLlo4tUVkxbtvgIJ+b/IZbmt8LQifk6mg9ZvviIuupxDfNPeKav1aHjCySrx82LKujJqUpNC45rWnDcM6cq9QvqYGrOlIweNbhLj36htWCzcH46iMGNvzBX3s0uRoV+91inRSCJt6otrsQiD0jIyqoUFMEVmuzEdZrwA2vcDv5yzpR97ikey1otarWodZt9Bqy1SWht+ER8xVMyQlpMIH3/HTv0OqbdLW5w2jg965hOG/WbRM4Nxa181HZbsc2grTguI2uPp/R42jN/oHUpoYR/Gygls/w6/rT2toQS/hXcL6g5kxLGJWTsJnZnPRvVlAck5PzUZ/AZBQXnZz4z87oKfAq8U601VsvjOf+YehULdCr3cfyjoEE996u0lVi++Ii3L9/v/7jhYX9+yYu++ec/8kxfq2ahX7FAGFPxRhhsCRf/rDvQIeVHgqp4GTELOqFXIg7HbJeW9pAH7TagQSAsjULJcY/QR9mM9VLWn3Feeg3IjtX4rLS1tSesF8y5v4H3nTemN5OWGa7XMP+E+cmc0YkqQyfms/SgU/8/EMXCxHVF2SxCjvNFi45qS2fc3/NnVi074NuvNkhWj9s/uNj+wcUK+uP6C4ZkT1W6Q7swr/0DLcQhpR6DwvlqRKs2H8dB3KRFs9uiYvh+7fI647/dcIZZddZWWVsNCj2Mj8YfIjmBgH4+9q2GlJbNurGemL7Cbvdge/T4hI/qxMMG8N343JXYoUfCHqcznSm0MFRhh6/HsafGOOB0h40aY/wjNLtCyuUmJWSKenYJJZRQwm+HElEs4ZxBYUp0tby58kJp9hc+Jy9cynNulscCPxK89KrlNWpHncclfMGMv0vM+ACe9ZQ7vNd92QVIqsaXPeGKuJ3Wupw7V/+Tt3Xu4Npv8x/+F//+nyxccNxNa/ZIJwLRKUxB98XbGtxkoR6PuFnKo+iWicMvFxoR1M518vgW+Oa8j2vHehskNVmJwThr/azTk9XjQgzhKD6ryWc1adNk30yFbsF0u0cgHF+aM2VmtsxQvsyqZQfUVY97ujuYxySrx832tZpTMya/8f4/zAL9Bpj60HbVlVMWLjhu4aKjGs6Yuq6smHbTO3/uuQPLXHvBkJ6RpMa6nMa6nNUXHgb3vdrguXh8hf7FfuEHxCe168CdXjIonKf7vFSkUIMUE1V6DNgpEL6wft8SSsxX4ko5WbXyktG4ptdme2yWxtVusy5qwaM2x/7Eb1gRp6ZrbbJDJnoopuwivn5aUBq3xfvjsUexgG3xPmet66Vjdngaq210l6xBCSywUsq0QIhD72vJIKeEEkr43VDqUSzhnMGa2PeXswd/7g55e7DXT13l3Z4smtgkz3jX8/FxhRs0yQqE62EJK+VVCGpki7ylgrLzPmEQ4q/f0evS5fsDQdzwINX/nl2z/OCDfrlrnfv/eZXGeeP2n6y2R0HVCirVofh4R3FgIqBNOtqxhP7Ey4Ty8D6B7KwUehzb5XUIJPRmobSdia8p7N/O+JnXCsRzLt4hdDXuwh2p43qyC3RcMCRVM1a0xFmx+IjGZE5N1YTyslllFdMST3zs91qb3xT5Dz/hwNFFBnNJ6fphg7mkmdky2bEabemM3kwgZnsHFzvpdBRioTex7YIhO19tkERbXc6mkaQOwRy94J/YwhsGWvolzJWPnojLtUbvzL8UehrrBPujR2MPacAChSl1XrFe2k4ZV0t7XL9aLW/IYt6n31ot0RYpENDQL5uNz3xX+B5sFxTDK7Eg9iEW9MQLtcsbFL6xfSYxge9abaNnbdVoYyw/l2u0IRLHX+Cdv+uSlFDCHwNnTb/eO89bkf9u29Y3f+HviWU/ee9Zc8xvhpKiWMI5g5UIdKYWP9avMEAy5gUw7ZPqBL3tlXirQEZDjM3bacSjeOSCYwgErUHeZQJF2OcpT+FjqeMubetl2QFa+6j+Pn5A8yGSOcnqcZsu26O6Mqha6wSCeFBQstq8cRI6KFMXahTK1Js0uTa+bp5Qog6myqf9Hu+3WUpQwQpRg+UKaSGBIF4rkKkkLhJI51dtdut5Y3ZmF2g7f1i6fthFi45qXXTUisVHzKuccv78E+ZUTSirnKJySv7DT/xea/ObIP+R73g9Gmynasb0HF4iO1YjN15t5dKDBo4vMDJebe/gYoRVLGQvf7HxiPR5Y+57tUEGd+GWkaR3CeS4oBq+KpzfAmH7IFritDkFO6VgvH6ne2SF6eVHDVghrUFKgxSOa3SLoDRO2hmtbB6XUa3FqHvskogG3ANqtdjtHqMGpFGrSdZmHbEZoSEOrSRt0m6jlVJWyhvyoOCJOEd7XPcZ9P3aYMorQuk5kMQrXWWDQSNRWf+VVCnruYQSSvgdUSKKJZwz+I5wEf2Kdmus0SKUeb9orSyapdwrgUnfnFfvm/PqdWjXaK0hu2OJcNRf4PpXU6pxk6BAPWCPJ/3UWlc4ZEZ3doEX+1qZqgwDH8MfC/dHFjNV6fx0xmAuKTdebVAoOdfEW2G4pE2IaFsvrclp/7xeGZs9Ii0ofwXN6WYpm4UydVDSPmg9dp7h25cRNK4ZoY9yv2A6Ld5n8d/rrvfN12sk8ZnX6j3w0nLPHVgmO1ajYf4JP3zxEsdzSbNTldQPUzVBv2Ao/QAAIABJREFUOiN/x9f+QCv1L7H/3Xv96vgC5WWzaqsmpGrGrFx6UPOC46amK4pWOfMqp7RfMKRWUPkKgx4DxxfY/3qNNqEF4VPxHKScnjxvwSFfe4PP5n3od3cxSWdIUKY70eo2S+Pz12myT8KUwuTztqjWVeH7KPguMi6DD2mTj4XpUPZd4TYrNGkTFEUKxtnbNKEhvnoAex2LBtofjtuo0mOLh2yRlXC1vM+bi+/hozIS7ioq5tvMBXUmPYLLSh2KJZTwGyIvYXq27C2//SmhVHou4ZxBo7xBP9Xg3VqF/qzO2hOeGJ3vKWHIhV/4ojZfLtKvBTHX95+FuelfuFqbx036vLl2CiXN/cIFPKh7MaGl6ZD2JYctXPUcHd1MVHFgGZm0/71njXmVU/5u3yXSwrDJmVY43RJS8rLFHrQrfE7aLmHQZHdMV+my0V6iKfOVmHZdtGpZid02a4/djQUy0CoQ0kKBPYd1dTn7RpJW1OXcP5K0Enfa6mvlNzo4U6HrwsPGpyrVVk2AVcsOmB99FNUPh/tkjqlKiW/c/gdasYDhDzxtdKJKqiYM1pSXzRoZr1ZTNWEwl1RbNWHl0oPF12THauw/slhvJq03Do8UvC2bBLWwATeeP6zntXp36rFJe9EaZ3183YhQsj/kJTe52HPxc9Lod49qt+G072GvjEKmdkqLrIRGeTMCOQ0T5SHbOSlthmjcvRmdVmiSUSCJgb4mNclJ6Io55Xvj3H27TXok8A/RVDtgUMKn5D2LvR6zxjVhAt+DrrbBs3FfdpnBmNXqVGK33ULPbgklnJU4a8qwbeddkn/skgfe8u0sf37lWXPMb4Y/LVpbQgn/H3t3HFx3XeeN/nWaNElD0oSekjR4ILHBtJGs8QmbhQ5do8Ve4hOsAnLbu1R4GJibHWFVRmeddR5nmOs+enV0FEXvdqadCpYdeAqolT4bnkI1bJnCZs01PnFLC6kNnDVt2lNOmpA2adJz//h+z0lZ71yeZ1eeW/C8Z86kJCfn9/udc/S88/583u/3/we68NeRJO6TsFPC5yaXeloIHG6X06XNl98wtjsa9Z5r8Pd43RMOalXuKxIGHPSisLN4QFCoSgTiODDaZP/LVzj3T+/l5x9k7zqv/8OfODteZ/TEcn9x4L2uSZyTFcjmdxzzHceM4m65GHdyJ66XlPKc4Fo+ROztvcGYfM9vt05JDerVyYcxs16vIdvUCQRhXbzW59F58UmdF5+UxZaJWmNYUjZrPVqrT+l2u0fmS60smTMXIxuWVU2pqjijquKMl4+uoGrK2aMrOLmM6UqmK+W++oXf22s2cd0eNZXTTs+WyUxVaa4bV11xRvrkMq2X/tZYtlb75a+YP7fIu97/SxVNRxw/tdQjv1mpoTZbeJx18VYtEMVbLz7p4deWSWOT9oLWFhTY/M5h6OkmjOsPORhr+YKamO/ozhPwdVJu0ewWzTJG8ANjMkrQLxHv9yqekpUuOJ3b9OrV6EAcPedNLYTXtl1OCwYkhErHHq1CwPYGmzVRuHEi7t0+aJ2b7fOoJG6y2aCwzrDXlIb4rt7vcTVYF3NDiyiiiDdHMR7njSgqikW8Y1AXR7fjXvB5V/uGF6x1tX2eERyloStlfcxOXMCr2qTUCTuJdwg1b0vkTQOMecGnXe07+n1Bl6n4857ml7Ve+luZqSqTZypAdcUZ8+cWGTzS5C8nauM5HdMRW1ZahfFz3qLQE48ziH0yOiULJo20sNdYIuwYDkSTzRpBNQzZgGnVUtrjYx0QCEj+8Z+LV14l7CheuWTar09XmhOUtyl86F1pP/jnlD+rP6qhNqusdE5DbVbponPql50MquJsGZf+ltI5srUS/9fd/+rXCnKffJDZMv843Gb+3CJ1S09pqM3aE/97YOxSt131j0ZPLHdtyyEX1Wa9kk4Zy9b61IH36orXJF5D/vryu595VXVYINZP4Yhhvdo8JRDqPfG5eclCS0tN/O88DrkfH9emMaqKVMd1gWE7hPHwj4WtyY+iRFJKxjEhM3G3Nr3m5fcVG9+gKlKiJ9LS3bGRpz2+V9Ly7S0LCAaXY5rjfUZMoEqbEtWCUaoTu/zEeh8rXMuRYuB2ERcuLhh1re2i9+b+8+odb/lxrhy86oK55jdD6f/fJ1BEEb8vjHvBra72sJCpmHR1/Pgt1eY65JQIahu/jL/1flxmGDfFMeJXCh+oL7tLcxwtXg3WxH3HamGk+6GRS/yX2TKvnlzm5OtVDnmjp5pA2rrVF3SkLzvmVvV6LDR9PCKMyvMkcXd0Q1dL2SgoYMGpO2nAjAFnJNVYLyQsfuOiKd98vcqX8a2Lpjz3elVBEcv3P7fWZC0pmw0GETFSZ/GskrNlfvbPKTdefBKMZWv1vP+XXjq6wpKyWfWlc2H0PFsWRuupNKeWyv3Vf+LE8v/h5pYXrxqwpGzWuZMnvXR0heqKM5aUzRrL1nrp6AqVZbOSVSEFMX1ymfTJZfb+03tdtuyk/hdXO3C2TEc8/yUxAmd3/F6fBYK8CVsN64x+89XCnwSjgpL4okAMfy2Mn1usQujx7sQ+D2hxD7pVx93CdEHfzbf0EN4JHxccyDvlsxEf9qTwf7E9hm1RrTeSxPDvRr2GjaqNgemPFHIR660l7tMeFUK4CZE5PxSG7SuMmLROlRG1WuVUY3/UTnf5e7f4mJ12xHPb/T/0GhVRxB8qcjlvO8XvrUZRUSziHYW1cvbZpzZuBLZiv37lusx4UrkbzHhKV4yk6RTIRSt2xhicjfiKF7S42iEjaNYumE8OC1mFnfHf7ULQ9ZeTJwxmlusXdhH3xfNptbA3lzdMrMfDjvm0eiWCDjUujLWH4uNmYy/1lvOUpw6NBuOOXJdyZYJamHfsdgsE+RpvVBQPY5ng+P3sJeNeOl4nVZM1MFHrkvjzpNBe8tXGIzJTVf63f/9fOLXUwXTKqqYjofe5bJZzi4KiSDC5EHYzTy0N98n/7NRS5kpZesqpVy63NJX22iuXg4uXnvLaqaUujmTwn08uc/zUUjNzpZJVU+bPLfL8y1fITlc6fbbMNc0v6x+5QjmWXTTl+OtVLrloSvr1qhiqHVAXr6HPkE7tugTV94fCQPiy8+57xLAmbS6Jr02TULk3jF3uV+4zZozgCrxsg2a7bFEb90GzkewRnOXbI0FrV+OwsNcYFEXx+/WG4u/kiWLYXxxFSeyWzsfb7MC8W2N4dt78NC5fD7gDn5SSM4Wsn+CDUmp04eFY4Zcfs3cr9jwXccHjglHXrqx8b+6RVX/7lh/nfb/8dxfMNb8ZirS5iHcU9kmotbbQTHIA1brMeEabG3wIVOj3gn4v+IaEuxbP2inh83JGjMbtrlIfQCAKac0CoTsgkIDHhJibUXxIUOEygnpXYyEz8QCqE+cKu4Yp4YOcX/qOGSXy3cxsd8x6gfitj2P0No34c1QYlNCrHE9KCmpYd7yN4a88oE4gfuI5PiaQxFsvGUdQ6CYxMFGrsyarXDC/wF1Lpn1rtEnd0lMe/6//i9dOLZWsmnIqWxsUxZPLgqo4Xke2lulKZw61hH/HGKD8HqO5UuZKvZ5OWVo15djhlaZny0Ljy6Jz5s8t8sxwm4O/vdTA4ZVm5krNzpUWnM0NMWJoyeJZz49cofnikzLY/XqVa5tf9tLrVcYE/W6nQMxHBFL1pRisPSmMkI8Ytl5QES8RSCOB4A34pnnDrpUniQ+o9JmYqUiXnC7NdjmIs4UqxbZI9DqEPxSgQY0hCSUCaW1XH9cN+gw5hh6dQuB2d+Ed26dWSg/aIzHcYLMGt+uzENYOY7ZJm5CyGXPG4nuly8cQdlDLsEFO2kSBvG711o/RiijinYJcscLvd/D2OtsiingTJOXcIahprcjqN6lfp+scFkbGa3TpcbUeV2uX86OzZZrlfCOqLo+izlVaS6I65jJPRLNClWCa2CioUKuFD/NvzIctjjFhyDeMT1980igeyS0yJiiNawXzQq/r3aTcN0wUIlfWq/e1qAMmsUXasG065HxaPY7aIqPLzWoE9fBAPH4PvuQeQwJZ/a4FYlqLoeN1OpBaFsbLk/HK5gUfbz8GTlfqwN7frNR++SsOHV1herbMWLY2EMTSOaYrvXZqKWWzzv72UhVls14+0hR+Pl0Z1MUzFY6N13FukakzFURzzOxcqfTJZV45ukJN5bSVdeOFur7y0jlTZyq8+NtLHR6vk5mqsqRs1umzZaaFGr+2mqxSDL1yudPxObsj3sYoqItfNuwpC07oTm0Fj/tx+eDtpzyGEp9TEn++y/1a3GPaiDVW4e/0x4F/uVWCdSilV8qwLbIS+iVkjLhNTYzLycraJh1fw0HHcINO9ZJSBgSFOX8+vXplpX1N2jXx9dhlwpgdbhP2Excq/G5QpyZGAJW4jIJ6SZ9mbLfDoEBa+al0dEMXUUQRRfxrURw9F/GOQzK6SAlEar0wstsnKD1D+Hz8+beFza8XhdHeAQnBDtAkv8e4Qbtd0jZIxZq3fu26zAstJzcKhpcOC5tgeWPEuDDy/FD5GZ+dCWaXy+LPXrWg/nVbGDHmjSxD8Wt+1zAtmGL4ubU2OiSQ1lk8YcQdmkN7y0VTvv16ld7F+Q1IpmKMzJhAJM8P+y6Jx/qAsAvZgA3/btDQK5d7z4qjqivOaFx+wunZ8Bizc6VGxuu0X/5KyInM1hZia/64LVzFa+N1lpTNKll0zuKqKWbLvHCoRdPyEw4dXSEZ3dXjp5Zqrhv3/MtXgKqKMwYOryyoil8eu9S9F5+UmarSeulvDYw2WVIy58B8qfbzntNvl5/x0EyFpEDEtsbnOB+snW9lOS6Q+xJiCPvC81F23nNyKO4sHooxOXfhOw7Kr3XXapaV1i7lMCZtwZ9bI2e/jKSkWWENYI8HhXcZ4b2V1wm70Wd9HGGHPMxSlLvPZk9hv2MFY8tQ/EOmSc6RAi3+uWCgOSOlPI6lP26DKrviiPqLcuft3RZRxAWJC2YM+94lV+Z+eMWjb37HfyP+ePiPLphrfjMUFcUi3pE4dN6/d/qFKoEEvSiEaOfHejOe8pywP3jAL3w+jnxb5aS069XuV2BekhhF0qUTw55SIhCM47jPhAaB0I1JKMeAedckzvnRTIV5U+ZNmcMTMlqIETkLGJK2xzFZITtx3IPSgtK0Dt8tr3GvjYXjPuKYA+jS7FFhZ/HR16tci8fOlnnsbJm9Z8v8g1Bj14BlS6aDM7YmqworF8/63LvSWmKUTl31KYeOrlhQH89UeP7lK+z+5fuNZWvNnVuk9dLfuqjijMqyWS2xk/mP3/9L/zjc5h+H21xcm1VROW12rtQLw21OTVUVInCqK84YTqe8dHSF0kXnbP35B62+9Ldm5ko99FKLzpWHtV/+ivFTS92CzFSV4bNlZuZKLSmZMzlfqgRbZyrcglvw2ZkK3fH1rRbI+IBvWo9533RcII1BAR52Mj7frwok8Yj739B4UmmVQw66KWYp5kl7i2YtmnWgXcqQbVbiDr2SctFMUirjmEmJaJzKv8I/xNPW6ZV3O/PnBrBHWtCFr8d6W+RH5BWG7DBkh01y6uSsxhpVqFbiBuVympTHeJ6PotouE26x2a1yhWigIoooooh/DYqKYhHvMPy9v7bWt4TR876CkvJz1bqsF3bZhjwFelyvD99cPOuzZ8ul5KTPcz3nzQxcoUPOoBnrlFsveF13CYaWR0xJqSqELKfN+Gvl3nPJuI3Ha6LaE/pDO9xeUAeT6qOuFGJuQl1bn063B1cyHpL2eSmD8bGDQnWzZlVGZGyS9EhUvjYKZHBYPndvIYQlK+wj7sYnl0yrLJtVUzlt/twiDx1b4ZaLT5qdKzU+uVRjMiiI53c+Q93SUwVlsW7pKSPjddpSYTCamapSFs0stZXTykrn7P7l+7WsOIqwH5nPTMxOVxo/tVTd0lPaUmnZ6UpTZyrMzpUaeuVy87lFhvGw4F5uxwdWvej7B1cbEkjzhxp+68axsFH6zZKkR+ZLJQWyeL1ADJPxOUha+OMhr9jmdb159+M65dqUCApuG55w0EJj9ke0aC4YhAgNLHdL+Z60W6TsNKpHo5NCP3gyuuiDQzojqIW1he9nbdGm13A0yYRszHCETqnYM/4kceO2LvatXCMo2Xs8rsnNse0nGFo61RjwOD6hWc6IHVI2n/eeLqKICxIXjLrWuqQt9+DK//yWH+fqf7rygrnmN0NRUSyiiCKKKKKIIooo4v8VRaJYxDsMf+o/SmiTj5xZEMUnJTyhv7DrRTA8dKPvbBlyUYV7WYccrnCbnDbNviBn0AiO22vCCL4WR8+PmMdiaY9qQTnuUu4INh7/mQ3KrUOd29W53aBjBTUxhDYHNEhhhU63G5CRlHfULjT17rFF0u2o9mGslVSCde7RLahhL8b7ZuOtDldeNCUrqGgb4+7iwEStX49d6tZjK7RRyFjsx+nZMsvi3uHUmQqnZ8s8d6hF+uQyM3OlhZ/VVk57/uUrTJ6pMH9ukdOzZU5HA8yv0ykvjl0qteyk8VNLVVWcMTFdqS2VNnWmQlsqHVzQeOnoCofH64yfWmo+t0jq4pM6SuZ8VQgaH8GzB1dbKSjF35H26Nilvlte47vlNYbmS7V5Y4blccE0khFyKvPVfilhP7Fb8JNDszYzDp6nJj6g0ip8RHUcP79RTRzBbvuwXspOCdUa7ZY2h5ScjISsYx6xBcvja5yTkYmRRj0FNTFb6Ot+ylelpOXVxI/qUq4rqoktgrqaQqeb4woEfFyXGgNmtLoZZ2KQkqKaWEQR/4Moup7fiLfX2RZRxH8XfmkUh+xTgvvk3K1Lp5zO+DWMAUsdEAKWx+QNL/26Y8g2r3rIqPUCYWvTjHnfX7I4VOS53gG0KCk8XpnwQb7VT2yV0GCjeTzkwYILuVu929S7NZ7tGDJxkyxEm5CPP+nGOo2+YdQA7tPrDqGdY3c854dltMbHmrIQz1Mbb+N47vUqTcIW3N6zZWbnSnXWZB3CZ9FcfUr65DL7cou0YWhyqfTJZWbngnmjrHTONVe8bHau1Fi21uCRJtnpSs+/fIWhVy43eKTJ8y9f4fB4ncPjdWbnStVUTlt2USCUh46u0Fw37spU2uCRJm2ptGcPrlZbOW3wSJOxbK3G5SesrBs3jb7XlsnMlxqK1zSFksQ5Lwm7mV+QsgujMxVGZyoMCruJeaczIRanAwPx65cEgrglUqtf43vuR7eRWN2XFsh0pXtMSxT2Eas1SwkEcdqISs34cNwp3aZdzqQt2qQk5bcSf4gVbtUrbBzWGpPQI2mPB7VJFXIZ6Ylj5+vtIhbuZaXkjMbrahdWKUax3YMGZGKg9uMIJLhJuQMmdCmXNmVd0fFcRBFF/BtRbGYp4h2IOUfsw58i57uCM3h1/OmAhDVRaUxhp37NunRguy59nhEo1nKtGn1LwrbqCd+bXOoWjbafDgQtdPP2aXS9Q/F/Ss/LxY7frDvkbJcxEDflBuOOYp3bC4HY43F3bYMau+wwYLM6nFZvj4RaOZ1CnmJaIDc7bXG3XtP4GZokXblk2pLTlb4vEKIvCwQwjxSeFZzNedUtPVGrQWhs6Z+ote7ik9ZFd3FVxRmPHlwtM1Oh80yFxuUnCk0tlWWzBVfy9GyZ7vf9ypETy6WWnSwQy8EjTWoqp01MVyLsLO4ZbpOZqnL6bJkh3HjJuOHjdVIXTUnPl8r+ZqXqxDltl4wbP16nbvGsvz1b5npBGd2ZW2RA2Fn8Pj4puNoJBHirQNDmBPWwM1b1dWpTKhiWgkHkjxzxDc0+51af8bCEcrmCu3zEA+5wj0fje6TfKH5aiBQKz+c90po1xnNowJBSdeizDTcgKIjhHJdIyinDbgn8QJkQrF4rF40xxzSp96rgdu6w2UmB+BMc8j1yauN7qBt7bVaNWjk7PSmEHZ22xGY8Y6+PKaKIIv77UWxm+V0Un40i3nGodVX8mrNOUKB6BWI34AWw3z777bNTIra2sN1PtOBW1+l0FZocMIqX3TlZo1MIN2mRN0S8ap3rlaBSTo+cSVM2yGlQow8NksY9KBCHcMsTknEJlLorkkQ+EkOVAzZFopI3ZHQIY9R1eo3H8wi1f/zwdKW9AlH6KyN6LQRu57urv7bqRY0XTUlhPOYTTgmEcd3FJ/3otWWePVvm4dEmA4dX2hePN362zOHxOqllJ11zxctqKqfVLT1l96/btKw4qv/F1ZJVU8pK5wq3D6x+0excqU/8yT/YM9wmteykodeWab30t5ZdNKUjcU7LiqMGkH69ShW+gkO5kKvYEI97X01WW/kZ6xLnHBcMOjX4nJB32SBP0sg4aA8GjDouKIksROScFBzQJXLKfQ487GCBJI64X4OgJm73gGkj8Y+Ln2p1D/4CH8FHzgtUH7HenfokJN0Z6x3v1K1eg83GPGpQQoeklfKVjT/EDQbjSLhT+MOjS70jMtK2aVdv0IQjEoY8asij2uN1fkfCNXjIjLQZWVxbePdXabNZEiU+pl0RRRRRxL8NRddzEe9QPK/O1cZjnVk6ulBnMekZfBh0yvmVoEKtR18cOrcqMYasgzqsUinvoM4qiRrPvIRWOacFMtomRNBchv2R+PVIRgXphLpI+RoFKb9BaE3pE1y8D8XKt3b1hRzGfO3fRoEYid8fw4b49SGPStkobcJ6NUa9MStxtUCSVsb/Tgl7bSctZCfWYEPrPzk5VaXv1cstEervnse9jUc8NNqkDe2XvaKq4oyVMfuwtnLa+KmlykrntKXSBg6HoywpmzV0bIX2+qPKSueMnliuoTa78OocW6H94pM++doynfFcQxg5NUumTZ2pULLonNPzpRqqTzkwuVQ/mtGROKf98lf8xWhToT+7TFBbPyyQqcp4nY/gLkFtvEwgVFlhjzMd7787VjemMXNefiIfVRmPEKoWR3XF/87nUfbH+yU1ysS90zx5DephcB3XYdAOdTZHFRmeFP54KEVFPLOzeAqbNSl3xLZ4BYSY9N1usdF4fM12Ff4IqVWnREpwRLcKfu3J4n5iEW8PXDAO4FUVf5TbctmP3vLjfOjl91ww1/xmKCqKRbxDcY1xL7hXTlq/umgugE7X2VY9YVv1hAH9ZvRrRZ8n3RsL/FICoeuxqhAtQ9YGNT4mkMSUnDqBfByKAcjdQk3cBpttkIxq1gm3SbpGiDYZ8Gg8SqhXmxUia25Vj2AsycTdt/xe43Px/h3EakGFvTxC5/JdsbUjXy13bbyVCoT0MTwk4dsCUdrnoLRArCbwhQPvtfXVy9UIRGgwPgf9o002XDKu892HzZ1bZMtLLZ761fsKY+bTs2X2HFthOJ1SUzmtpnLa4fE6TdWnHB6vU146p6E2q2XF0dDygmvqjzr02jLfLT/j0xef1COYVqrKzzh8utJ0bpHD86Xm8JXJpeoS59xWfqYwgr5+dMpdiXPGhR3M3Uatjuf9JwKlOhz/3ZU8Aa6Mz0He7AO7HdQcswmvj99Lo9o9WjWajspiCtUa9RvVb1RaIImt7lGpsfDeyjhmTLAfjaHOZmk7DMpg3rgd+HE80scFvbhCu3Kc9fXEpda5ExX/giRyqyptNtrpcQewSya+2j/Hj00JRPqAhDKhRaiIIooo4t+KoqJYxDsStee5nVuFXDuel3S1jER0NQcM6rdBl93CB/y9gst2VPgYTmKPjE5JSWHHb0PyhE9llmsUCEEH+kxIqSm0gOwy4Q41hgU164lIJm6S8x58zQ49NtsdlajzkbHNF9wZK/12q9VbeNy9trhLr8MCSRoTxtD5DuPb4vfyQctPGHlDBmAKn1o863Bsa8nnK05j3bsPe/g3K7WgrCSMkZ+fqdCeOCedW2T1kpCDWFY6J1k1pW7pKbD9Nyvd8e7Db9jtGXrlcktiB3Rl2axXJ5dqvjhEXY9la62sGzd0bIXxwusQnMofiOd0PH7tEIjypxLnDOYWubb8jN0zFYU2HcI+5piws3kldstgzt3q/Y1A7HvkvCgorC8KpP5I/HddPP6Mgyqt0mlhN7HSPXqEMXx+DWCnBF5WqbkQnT1CIRPzMLLS6uKiQRnSHrTG7Y7Ex6gV1L8jheaWrGY1Rgo7jk/i45riUY+Y1xT/xDhiAn022eiRqHSvUeMIxrygydWOyMi7rYso4gLHBaOurSr/o9z3Uz95y4/z4cPNF8w1vxmKimIR70hkJQpO4AOolosk8QVr5Ax6Jt4SOnUZI+6dPeNbngn9yBiUsMcLWG5ARp8JWTyUWW5e2C/bgD778LTPL551/Lzz6BP26oKyOIlJ4/iaCV+y2Tzq1MvYplsgiCFg+k5bEcaQPQVvbNiN7PY89hpVIqiP0wIZTUeF8sZ3LYS53KTZISM+LBhdPhXjcVYuntUgkLBpQUnLTleqFcKpT8+XSs9UGBP6qmvw7OlKtZXT0jMVBjPLbf/NSn2/Wak9cc7oieWeGG3yxGiT3tEmHU1HCuPm6dkylYlzRl5bJjtdafWlvzUxXanEAqFtxufKz+iqPmVKCAXvFvb6qoRxdgrDMxX2CArgtGHThh0WSBdi60rWveqNyzuQv10w8ex2v9UCSczvGu53MJ7DKvMW9hpD00kgpHttsTPequV0xcrEJ4y6MXlC70VTBaX4NrRJhX1QD5rHBrfbb4cxPzHmSQcci2TuPxTeLdfgbnfqUB+vutwRmXi/HY6YcsRP9KhBj0c8iEltauzXHx+nyRGjBYJZRBFFFPFvQVFRLOIdi1q5gppYLWfSPiy21tX2xQ/VSl2uFFTHUfR7yoIu1K0n7q4F5W7E1xPv9pe5EhvklBKVwVGccIervIR9BerTJ4wXKzTJFUabuzDmQXTrVq9PAkclI2FMulPKQoPIgIW+5+GYt9erV4OghjVii0BY9yJtwjdLLjI8H0bD+d991kIiY49AW5/FJxbPGjxbplbY5ftu9SlHJpcqF0j2NeVnbJmp0Ft+xvaZCneNEh8hAAAgAElEQVQtmfbo6Upfevdh+36zUlv9UbNzpQ5llkuWnyk8/6MzFTqSJxzKLNcSx79fzCx3iUAKs1iXOCe17KT+zHJt5Wc8N1OhRsiiTCXOKSud8+zZMh9eMm3sdKXW5AkPZZbbI7if81uPJcIY/jR+IoycG4VGlJskY8tKeE2afUYd9rtfs8+4UqDjMxI2yNnloFarHDCqVaO6+PrnSWB4HR7AR9ykubBxeEdN1p6JWllB0UxKFpqABt7Q9/xjXIfXbVBvlyc1uSGqhD+OR1qMM+rcHvu9YY/1NkvH65yTz0js0+Z67Xj4DV3lRRTxtsEFo661lL8v98Clu97y41x/5N0XzDW/GYpEsYh3LKrldAvxN3kkdWmzEHJ9m2B4aEG/fjfpck3inC/lFpmJNX/drtcnYZOcR4wIW38pdUqMx6id/Fgyg0MeFQhi3qzwY002RlWI2yQLxx+U0C2nL46f88aONjwsbX2kecl4zpvi+eYJ4ya9agTTSRJ7JTDpLlUxopnvFXL/AjbGr+2LZ33/bJluXHvJuJeO15kRTDNt+LP6o0ZPLDc0X2pl/rzKz3h+psI15We8NFNhGVoiGRygoOK2Vp/SUJs1nE5JVk05MBmCtassmGzgT6pP+d8nl7o3Xt9tsTowM1VlILfIkEBqxwXa3YOX4mOEEfM34yNdr+28Cr4mISOxzmcQdkOPC7uaJ+XHzCE7sdxnpAQDCgvj7DwxbMNOI6o1m4xJjes02mtEl+a4msDWS8ZlpytNTFf6y9xr8fU/o05vwezUZ0bYKe2Lryb8QCCRZwRTyw90ul2rkL/Z5HZwxJT8VuoX5XwN8/EPm6ScjGEssVbzedWVRRTxtsAFQ5qKRPF3USSKRbyD8bRA6j4YFcV+1bp0WghmHvELla4yrV+nLgP6VeryIcENu17OnqjDlUe/83jccRyMhpYO7JLGZTE7cd6CYWHOXTF0e3vMUexxe9yho0eyoBiuxXdsc6s7PewYniyoi90CuRkTDConBbUvEMYetZFQBkfzFH5sTQxbXkLBHVyLbxnxRc066o+qrjijf7TJswKJahfcw8PxOG0lc5aUzZo4XWlEUAJLEufM5hY5IriLG0vmTM6Xuqz6VGEnsT+zXFckfTsnl+opP6OybNb0bJndMxUFsn6NBeLYVn5GZqbCboEQVpfM+dz8Ua1ShbHxtEC43iOogPnffVVoWfmeYzijR6PdDlprlRqBOOa7nVdT+NmAQJyfj9/f5SD6rPUZmfgcPIpJI0Lv998U3l2ten0CHQ2/9d2xS/3ouqf1/ep9njte5xELCPE9M9bEtp4xU0piL3gnNpXM2T1faq8Z7MR8VBJ36LXZlgLpC6rsWknLBDWYsGaRkovRPvTbp9raouO5iLcTLhjS9J7y9+W+s+LJt/w4//6Vxgvmmt8MRaJYxDsalXKmJQRnaAmWSLkq5tmFUexKC07YSf06dBn0pIVB7Q3nPV6Ja7GnQBzyyKtBT1vvOnsk3C3ne9HQAtsjOeyUNCCjQzKOtR/U4XZ13jhmDlWDr0pKyUR1cY+0TVIekdYmpU5QMbvj72SE0XYL56lKJ9xbcGAHs0glrnxX2sR0pYHXliEMLE/iQwIJGRf2A+8QCNmwMA7/xCXj/uJ4nTZBxUwLsUDbarKOTARK15I8ITtdaffpsPPYkzzhu5nl5vDn1ac8MblUSiB718evnxDIbwrNiXNgIBfWqMOIn09b2KespUDI5g27W5uVJXMG50uVCATvw4KxpEoY157GSBxDb7DKLgl8W4vPFMw+0x5Q6R4lAsFuxc74p0VtgXKHd0feYNQTI3tqKqd9+8B7C+Hcu2W0SxpyTKd6x+NzOWNGUBw/Ee+59bx/V6DUGiX2S7gtGq/2YMy8O5TYLuELcg5jpyGBRM6hwm26PFQkiUW8vXDBkKYiUfxdFM0sRbzjcZOcOl0arFXrqjd032YkDEiYlCiQrUAa5633MWGETLMSzUrcKN9sMuf7S16Xih/itYVB74ej0vOYn2BDJInDuEPSHdFg0CBpUKaQqTcooc8xjcJAskfoqV4vpQObpKykMIreJFUIWR6yzdekC23Bp7HPDjfJuUlOStJD8WcdQsh2Y/KEr/9zys5IEvuwLppcHsMnys/4VPkZJYKxpQ83xp8PHg9e3nyP8l3Vp4KDeKLWgEB2x7K1fn26MhpLwn8vwx1LpmVjW8ufVJ/yl0umTQmqW5UF1e8vc98ylFukDJ2Jc14UnMuzAvHbbQRBKWxCjzZ9+FHcy8z/IXAy3j8p/EEwYkS5VdZa5U+EykQWOqDhDveYNmLSA4aN2hOfoWqNNgoKZErIKMz3R2/PLbJztMk1By4yLrxH8qpxGe5W7ySOeNKMKS3KBWI4KWxaflxKjVY1AoE8bb8H8YNCZ/dfV5/SrcR2T1n3BpKYxZxy1+vQ5SG/UEQRRRTx+0JRUSziHY6/l7RWRsItcjHW5Pl/cZ9r1MrJFu7Tj0n3ucFLeDh26W5yszH0S+C/adWmVYi9uUVOCR5xTLt6Q6asiUl2R+JRxgq2h6Aq5nfQ8moigdA8XDAviAaXoCI2CpTgMkFJC0rXFuv1xuq4MDruEBS3fI5eLRpK5ozNlxY00kGB0HULwc0ZYVD/YcGF/AFhBP3Z9xzy2EstBoXR9EvC6HelQH4b8vcvP6Nk0TknTwcSuN/vhnznKwSHsa5kzvh8aXBaW9jYy573e1mBBD6MTwku9Kb4fK4V1MfzQ8jzu4UjRvVo9DNBHT0Zr+89AnlrkSzUOeaJ7DgOGcHfxZ7nkfjcNctK4G906dUfdce8qrtOyoAQxn2LRjuN+rxGW5GNr/cGSZV4xJRmVYUR/gzShSuo0ORjZgTdO3y/2xo19gvqRokbVFpoctnjBWtcbb99Oq31K4GU9hAjc4oo4m2DC0Zde0/Z+3Lfqv8vb/lxPpq+7IK55jdDUVEs4h2OP5XxjFvkIpF4I0m81dU65WQ9g59HReuDet3gPonYjBJUxTr0m48ZjBmTFrIRd0rED+cVcWRcFTt7dxgzYUzCBkkboqLYLZDEzmhU6Ivk8GHbdKvXoV5SfVS5LpPB12wzIZDEawWi1BaDc/IxL4PC/mUKW2VslfE8HpsvNS4QyD6BkOZDxVsEkrjRQk5gXXQvD71yuTqBJK5bPGt9/J0BYfSaxoeWTPuLmQd9/nSlMQt7gx3oKJnTUTKnrmQOgSyexOH5Uo8JJLbWAklsEsbY+Wvqi9e6XSBXecVxu9Bkkw8k/0A8lzps0Gi3Y5YI6vB+iRhDBMutxC4Ju9xvWXy8QwXDz0fi6LlZy3kGoNpYm3iLlFukDFPYC52UcItGfcJo+hu2RHL5Y2sl7fJkfG/sNmLKHRgxJS2h1UZUWBtJ4lh8P6VsRJVLLCAZjzUsT4qz9ttHfM1nJEwaKpLEIooo4veKIlEs4h2PTa6z0z5Db/hu6El5OJKIStfhgybtUy1nACVyDpnXEv2v3/GkSiUGPS7EKS98IPfIearxN0rktMv5euKcj2GNzdaosUbOLhm7ZOLYOWBAxlrQpy/WseXHmQt41R5pXB87fBeaWtoEFfGvbJOxTYmwTzeIdZLWSdon4Uo8ZIdJgaQ+YUSPQDAOYdqIl+JjJjE0UwEOz1ToE9TFwbNlqsT+53jscSFbcZ3eQuTOpED4OmuyxudLHY63/Q765JJpKwVV8I749XlBHW0SiG6+CScdX6WnMWabBnkjyv2S+Lx6I9JGpA3LlzIGd3O1ej2CwrZWzpX42/hcDqNXTovP2GXEvqge5tHlHhvj8VPxd7LS2gRyfiBee1baXmmtcvoEEpc1Kr8xusadMb7no+6W02kjXo864xJtcg6YwqR9JqxBQzSljKFTiV326XaDbjcoi+c3Ht34QXFciz+VRLMc3q+IIor41yMnYf7corf89nbC2+tsiyjiX4E9WGutVtziatWuFswt+RvTnlEthz81KWGN4JfmyViJd7N2N8S9wJudn6p3r5zdEq4ffbcmDJlQVXHG9wQ37qtCrV9+R3FMwm6Jgpq4H+cbZsYd0+eYTnmlcLH1UtqlZDAUSUse37DF3e50tztlbNOmMewJxtvdcraakLJZX9zzq9ZcGPlujzEv7xFGyePoWDItK4yvB8+72mGBcF0bv384/myvURnc2njErY1HwN6JWsPxMT5wybg1VnnudKVW+R2+oPh9qmTOfoE0LkPPkmlPx/ukBGWyxZ12UdBj34NvOOirUr4qpcVCcuC4QELHhRH2Pvc7KbSubJAyi18JBDuohn/nS+eph/1GPCoop3l3fK2UndKGbTFsS1QPUzZJaYjPQZucNo3yzdD7zRv2KLL+QT5+p88u8zYpMYWUKnwStZ4wZczjBjzpDgz4BRr0OajPwfjHQ9BUO7FG7g01fSMS2hS3hYoooojfL4o7ikX8waBSzrwwoquOH6iT+jGn0nWm467hmPChvgw/FHa+dnrSejfYE/fFWt3ggIR75eyN9/+ZQIrmhf20NZKhUUSo88vbYEKoc4jKaXC7TdhnwWOdR51Akr4SMxY7zvtZUiAyg9hji1q9sjGsO+/GzY+RD8T7rsF/tAPr9ar3ojBCDnV1D2hxTyG25gPnHetR3CiQwnw490C8z4RAxDssOMgJu4zrBRL8tFCxRzDKpAX1b41AFpdZcJ1/KrqWnxd0ue+5X7nPuE8IEx+Mz+JqbLhoytdfD1SpRjDp5CNu1loVlcJatZIFc0t+97BBszETKtUUTCyHots53O8B0Brdz8O22BTHz4SWFkq1u7NAJkM0UcixZEZS0rywGxkqHH+CbnXKlcXrHyCOnHf4vM2+4RmdrlMZr2mXRKGO8j0YiCr2F+R8zS9Qqk17PO6r8UhFFPG2wwWzr3fF4vbc15c/9eZ3/Dfi5qMNF8w1vxmKRLGIPwhsiA0rHdjqKZWxJyVoP8/E0XP+vxPWytnnBXWu1kPcVQyki4W8wRk/cZ+PeQxd+F7MtEsLu3+HCk0vP9QQcw3H7NBps4HYHz0qROTkQ5aHMWibOncSz7lZ2E3MN7YMCtV9AYEc3Crn4Ugqb8TWAoUJUdU9UoVx8aBA7BZ294KSVqnZtBGtmt1VMudz8//sBzU1+idqVVuI0FkZf28rvlQy5+H5UofPe74/Iewj3mghamf1eT9P4qHYjFInkCAWTDV3CXQrIxCqQ0Lsz8r43G+P8UP5futSPOEYsjH2JuQhtvuMIRmVkm8g2vuMukujrfFnnfE1njbiXs22CgaVmzSaJI7+ydP5Wo2y0tpjRNEAsnbg42qjztcoRBzdJefZ+HztswOf1CBngxALVIZDfoIqm1xnEIcc1GlVgRjmEd5beVdzuW+WrJaeL5WRj88p7icW8bbEBUOaikTxd1EkikX8wSAoeYG45WNRdhXq/Z7R6zp/K2yMNVtrREKvnL8V4lZWCx/q4cP7p4IWRIubHfILNOmV1IDW2HSyVyBJ12CrHaDBZpvkq90C7sKXZXxaspAN2EGs99uKG6KbOu1WKQ9LS8Yu4TwdvOa8a30+PiaBFH4gfi8j1OPVCMrekFH81B1RSXsUn8OXjWjTbF4wuUyIiuHiWV88W+ZLQp7hd9Er9IX0UwjGzmMonte6mqyZuVINtVlf/edUQbH8djzPIxR2AHc5qNyqQr5iXvFLoT9e91Q8z6/ETMQWqwrtJz8SxszQZZX+WJdYGc1BeePKjfGc07a5yZ2eKLSvhFF8fo80tLH0SeqVKRCxV/GUZBz33+ROM8L7JJDGkH/4kB34iB5JQwKlPyLsXDa50xHzapUU8hpD88+cWqvMCisRC9uXLwrvwv/mXm12C0p2v2ewXHE/sYi3MS4Y0tS8+P25/3PZf33Lj/O/jtdfMNf8ZigSxSL+YFAZyeGfYWv8wG+PeXSr5ceDeSLwvHxsTh7Z89SaLjn9Ztyt3AHBXBLIyWrMuU9JzP4LI9N27C10QIuxJxM61RiIauKAB2MjRwjjhkHH1EWCM4+hGL+zVlDZ9kgX3LfdQixKu1yBPIq/NxljdIYwbkJKjS6hJrBVyjXYft7o9XPCmPhaYV/x6dOVUhZcx/n+4w8IKmytMPrNlyW2CqS0p2TOUMw2fM4C6SyxYFzpw19cMu7Z43WGKDiR2wQi+O3F7/bZs7/BHpvi+c0KY/58uEy+XeVQbGap1Gg6EsI7BCf1i5iM1zhd+LoFF+FP8VNd7ikQxPy5Tcb2G2iPz/UosrYJWuZmSSWFppUhoXd7l0Dk0sg4JqUe4X12Db4lYSG+6aCUVW7F1wrPYhVKrdcO9sRGoDZ59TA0DU3GxwnXUEQRb0tcMKSpSBR/F0WiWMQfFNrlCroMgTyUCKQgI4wL860W+fEzFRq0G5PQIudQzFUMBpQnNbvZiHzXcwIn9EhK4tqLpgy+XhVzC6fi783jp9bYbL+MeyV9K3phGySNyaiTNO6Y29R76DyymI++GYpjz7XCfuNQHI0mpQpj1PzOY9YWdKvW6D0C5fmyKT2qPC+QmVGhpu5ezb5lxHfL3+XZmQoZ9F4ybuB4nVm0V58yPrnUdoFEPhefs3zPdV4hzauA12JLfN7m47F3n/ezwwJJnJ0rDfV+r1e9IUexNt4nj278R6O+qNGz2BeVw0qrEIhalUBkH43nkRYU1DEP6nJ7Ib6nIZ7vNfF3muPz0CgQxANGtWpUEt8jQ7addybXC0aoT+IozmqXMhQVxKRkYTUgr/wOeTA+0mLdNtqDeS/gXQJ9/Lk7dNnuBQubmOQ3ODusMiihSc4RCZ2xy/ybxPahIop42+KCIU0rF78/959qn37Lj/NnJy65YK75zVB0PRfxB4V8BMyLFgZ50xJqhCDtYfBza+RiBd41urTHPb6fOiShxc34uC7lkSTO4CdujI+9QdJuM7KYOlNhi4noUq6Kt59qsNl+O3T+C5IYsLxAtMbREZWoPNIC+chvzQUC81RB7RonhnNvkY1GlzaNugWDyZc96F5VhgTiNSaorNWafcsD7tLsZzMVhV3GLcfr9CGVOGf/5FK7BePHcwLZmxdGxnljTCeGpTUIZG193NnMt69stOCiXoa6paesrBv369erCqPrWgth2APxPJYJ6ix9vmJLdBGvxmopYUDb7wHPCr3a0x5QF483Zgs+big+fyXCTmZJvP5RYQf0gLAbmca6WNc3bNSQLda7023xthBQdDS+PtXWg/XWR5KYLDjVjxlyTNLtuAW1xgWS2OPq+Aw+j4pI7ku9EeEaw+v9927Epqh0f9PCYLqIIooo4q1AkSgW8QeFaQkzEq4XNKEQivK8IVTLGfSMtbq8ijo5a+TMCqPEdjfgx/GRSvVLGPG4Tcrd6mPxQ/5pE/i8crvMG5wvVafGc7gt3vhkgSgN2CEQgyeNyehAZxwv1qnX58Hz8vwCMrbJxMrB4OENxpz8uHnQMaNo16tdb0FVg68ZlXS7h5E2Ya9A7EYLx/hoQSUcJ5KfQJYmc4tUx+9/tzxsQL4kUJw6+baQtD3S/lrKmPxOJ9PS6vAVI54TVLw8GXx+5ApfO7haVhhZ73O/wXicbDyXaSNeFGJ41uvVotdO27TIaYlEFCrdE1+HbnzcPiMx/qcXP5aViWYduEIqHnPIA8Y86IBjttoiFc97IQSpxx4Z1cI+Zuj2/qCU+kiOa6SxXr1Bgcjncat69Ml4XIlywflMq6vt9oKkRi2u1upqDzmIP7Y2KqTnY1xCpbVxZM2AF0zbF/uqiyiiiN8Lcoo5iv8CxdFzEX9wCKaW8OGalItjwWdQrsFaY17Q6WoDnlHtOiUCmXifoCPN4pCEdXL2ejyqio/rdnPsec5HziSslzMsuFHXRxVoDMN24KM2qLEr7irm3cz5Oro67I4Vf4OxuaVbfVT6juFJt7rTw7Zpd2eBrOUfI9/2Uqtet+CmXiB0+TrBUh2R5MwLe4E9iXOSVVO+MblUiYURc50Fs8oT0fCRHzmXxJ/viT8PY9fdamNzTJ6szgrmly2CM/ohIzZodvK8axav4cMWVMVl8d+d8TryZHNvpIgtUWHNj90J9X27jeqKyiCBeA7ZpjU6ygkjZoKCeBr7pVVLRRNL3uE84RY1dsbxc6c7DUhYIxfbvOmL6wBhJzG8v+6W8wTWxWv7lqc0u15PvI69hXWGDJb7emJez/t/afv/3WELcf/w52CtrsLzuM8vdLkqZlgWiWIRb3tcMGPYlaXvz/0fNXvf8uN88mTygrnmN0ORKBbxB4qfx69z1rjOfr/Q4CqnkfWUctef53IOJJJ57boMCdE3+aiaRwo7i5/QEYnns4L5ZX2MRllGpEzc5xf4Y2sicdwfI1M65QzIuEPS9kjkwq5iBnPC5tx/wFFfVG+L/L5iIIrdAmH7ikThPgRTxbC0sAf3NzFz8Zge9QXV7I746IPSbolqWGfinOncIt+O591hoZ4PDkSzyEZhxDwdiRILZpdZHJD2BalCBuKQMEx9Gl8SdhYHhezCT7un0I39tIXcww2a7YrktExQMSeN4ArQGg083QJZ/CsPaHWPWuw3ijmtUT+uEtYO1gvEdtKoao2RGJa4ScoTca+TEmul7ItGksG4Z5pSJR2NRWPxdTg/aig/0h4yYX0k4lXx+g8I76YOYvf4y4JrucIG5Z7FaVwpKL2ZGIfT5Srzgtt8sEgOi3hn4YIhTe8u/Xe5+6p/9pYf5z9kL75grvnN8PbSP4so4veGD8Zbrf2GJF1lzDOyEkpcX8j1+xXudp1qa9XqijVqCYfMS+MR8/Jd0Ovj6HpXbD9piSTxPtybOOf7+D42uEqtnP0S9kvgoxoiaczvKXZK6pHUiA5Jn1avw+065HSot1WgMUFPu0Fa6IIeRYec29TrE8jfsLQ2qdgc0itri02R4IxLRLKZD/hOxYBptucW+bVQVbfRQtZhfszbGknihEDOWqO5Zi32RDXzWqyLJLEFO21zyGhBKdyNfUZ8SRgbDwoNK+eTxMqoOLZoNiAYXYJG+HfuknOXnA75wGu+LNTwtQqkrFNjgSSGzMO0G/GEUZ8DTTrj1zapmMf45zo0aordKfxAOepUqVPlJvCkIQkdwv7lUKxQ3OOYPts04zY1xuO5DTjogLDuMGI47lhCvQ1q8JJdEjYIofDdgpO81lVqXaXfPh2oFPIUU8UWliKKKOJ/Av7l1nQRRRRRRBFFFFHEHyRycUexiAUUn40i/qBR5yq3aJfxjHbXKZErKFEvCnty+4Rdsax9BuzTK6dbiUPmrSvYHT4uhS7XqZYzLeFQVOv+SsJf5kqMSxiXiBV/w9qiWSalRo8FpW44/nu3jDpBrdpnIZMvv69IyOdLqpdxTLc79QmK3kMSBh2L933qvMdOW69XTXycMO5+sNDnXCfs8ZXE4w3jC3GcfBgHbCns7tUJauIBoos3ZDseQlK9TcK+4F4PGIjfb3endo32eUBnfIxPa/bleH6D+I4RG8HfuVezbqIDPeBR3LV41pfc42+F7um+eA6Hogo5GM8r64FCpeG18T782B60aXSfBP4mVg8eMWxUr3r82KDHHZHRZ4ek21VhU7wdQohH2qrPsagDfzyO5ktxlzl0LJ5VJ5h+Hquv0SzsrvJHvhMjbqi2yy8kozd+l2Cs+orQDvGpeIOdggJ7Guni+LmIIor4n4DijmIRf+D4Oea0u86Qp5S4Xqsw2twdw6vzPcQz8YO5Vk42mhDgkHkblHhaGIsOx98L5o55gTj8Ur45o0HOmBl1/w97dxyjhX3eCf7zZrDHJiCopx3KdnIg02CzITsVDrVRp5msMQcVBKc4FmxN7Fj4jlO966uV6qzktlrrskovVSpX7rpadLa8uLiyRU1jDLcgjOtJJsIsDcps2MPBIQJldimTTDrcEOyxmX3vj9/vfRnC7GW32zi4+X6iEWT8zsz7zlj44fv7Pc+js11MHarDuOebY7lS2Dw6Za3fPpcaQkbqXMWRunGkVSi2PGienS7vlP5OfU2TSgF4I7YZxvXtNYLq515rXt3ictrdFthZh3WXjSPbbKi3LY+7tE7wk/XjX6u/Xlu/zrL6tUsDT+nY/v26j/pZpQv8hHJ3b6w+dsBJiy1qH822xu4cqa+hNJ9cZ8mUsUHHnbbcAjPrxzPDAxa0m3BOKCNyZtfnPm6btbb6Sv3clKaQVZre1NqewqTt5rqvHmsPe6h+Vx931jLzTNbXOqw0LC3UNKt+71vjgxbhCV+37f03+f0fznLKWbyj3Bn9qhX6dGgVw181Vx9KA8yu+u+S+r1cfv0F8HtvzpyyJSbiPe+qua+3sGNZ83+f+ZUf/8D/Tv/z+dlXzWv+cZIoxs+4j+mse55hcsp/fDs1DWn4FCbs0amJrxozaLamE/aAZTq8rWwzOaYM9f7t95+vKd4MPOcBvZZoWlILkXt06sYzOFQHuvSYY2H92o/a7v66reUZo0aMOmrUiO3Wmuf3Ot/S7T7sq4XlPL3mucc8z9F+/NHaf1wGRg/rUAquS0Osfx7co9x5ZIa9RusdwA7HcLuturQ2kZQCsUMpzo4qRdF3lE0uw1qrAbfZ56y9WvcES+HZZYvPGvaYUojN6nzL80qjx2taaVv5/CNaRV8Z6L1AawTQxfo8trVfxQYLdCnF6WyLsNDzOF6TyzJHcZPxKYnoEaXIa82LXFO39HRj2HabwHXGDDtmm7l6PO6sx5213DxHnbOqvt4V4CUfra/3vJJCv6EUqYvcYtsPZ/kk7jUPH3B3u5mp9e/cV83WZw3GDF42S3MEW5f8P37w5swUiRHxrkqhGD/zOlxKlZZqOl5/f7MySqc1BruUJxNW6KuHhB93woCjJr2hHIGWmXz7PfzDWW5TunEX2ehJE45rOK5hzKgDWkejDb3t3R8lWdztnFaDzMPus7Y2tpS3+xzBvonrjNRioTUGZ2hKqljsqW/liLo1umU5DtTCZ6umFcqIm64pr7K8vusdN+zG+s/LvOuqh4kAACAASURBVMa1OrDTaQ9bYKNSjHUrBeO407WLeKte83QohdTTSjHXGkQ9Whs/vjJxnQtO+orSRb1EU79FtVij3yILlO7k7ik/J96xxtZ2YUpJ8C7U3y/RrI/9Z7bhDzu2KLMP32+2Be62VTdG7TAfY87ZZ9INWmsIV3rWNvNtrHtVPmHMdqXwn1HnX170Jdt1YJc9llrnGQ2Tjhl0Fq87achspSBdpTQzPav8e7ZTQ7c+vGpQQ5c+Nyvp8Qp9HjeE1z2g7MPeffwf2oVRgyLiJ6MpcxR/1Hvr2Ub8BFzQ8KdgTXud31579GC3/XW/8cfdA9503KUxMTP1o6RdraPdtVa74KCn7Xfci/W+3XXtRPFRXUY02gXoJnSYZdgOzK0dsHM97VxNB7UHUB+hHjmrHdD3odxL7KpHsaPOWlaLyrX1n68x77IVdL22GjPsO0rhcqNyD7LbPGt01WPlLvfq8edKYdkyH0ssMK61n+TjRqe8f4kFltF+fcuVMvgEHqg5WZctRp21U8PtFhnwr9xvkWEM1KRy3L8yQnvg+IDTupRu66V1oHdrE8zx+pjdnjLurPn1Z3R7LRj3Ts6w1DzzbXa9S/Me+ZQF6DdHrw5z6+tozYDsVrqwu81TRhNdrG+/UTvUNxvWMNM6v4ay12Uuhi10E37Fv8NxB+2t3+dJDceVYnEx7tFvRV3H148xA/Uu5XW63GSv0h0+qlUoZ6dzRLx7UihGKPcPP1fvI7bu6+2tadxy5Ti5JEHrXItT9T7ZBQ0dNQ18xQt6lETo96w0s25M+YIXLNR03ITjJvwFHtF0Dhs07UQv2EwtWVvjcs7UxKuMV9luAda6z17bzcdRo5aZZ1AZ8nxAKRhPu3RkWY6hS3HWo2xPGUavHjfWz/0DJUVsDeyeuvN4rCaVXXp06XHAsOO2eU05/l1igSNKYTa/vrWK2kllLA4lVftafa2b0Gse/tr6a972Z12b9M8Zax8LjzttiX/aTiqHlSJ0l9OOa+imPTey1U50XAN3WG6eV5w2rNw7PFKfzzGn9WHEeQuUoedr6wijsSk/9zJOaKvlynH9oEbd5PLXLqW0nXUsUAe+WoeIn/ewWdbo8bBb3Kxs2Rmuz+s4Na1+yaQ9FmDQfs867JCGZx2uMzr7jdPeznLUoKMG/amyNzsifnKazUYSxR/x3nq2ET9BX6j/ES7F2DrQa3W7maJTKVhaQ5VX1GPDSQPtYuW0khh93kFP/8KIP+5cjRl+C2X935cNmfRFg35L2fby+wtOOepbtVj8J2ZQ7yrOtdxmu+1oH6+WrmdYV/dAl17Zo0bx10actUBpGmm5tEO6uEePZfX3rXuFx5X7lT1YqzROdGvNK5yh11ajzhrVcI8em9rjw9f4NVOPhIu1WsPAt5mjNMkctd1HuWyby0Pmeeadaz09+vOeOTfXwxbor6nkWq208F+hFLJLLDBb0xnlGLe7vh23zWxNSy2o9wzLAO2lmsY1DCsbVkqhNlG/n//EsLJlZ0jDmG3tI/lWYlxW8f21AecwzyJbLLIFs01SU80+jzlrvVmuVfLEM9hXi9QOTb+raVLDpD06rNNhnb32eMBqM93qdzVxmzNa3dlljuISdOnTpc+FHDlHxE9Bup4jfkSnpg8qxdOk/T5ntbeVe3ajUx63ov56SEOnpk8qCdoQjttvptUmMOlFvGVhPYQ+ZQIHLLTOKQ0bNI3Ur1eaFJ6zwkaHnLPCHIecM98cZ+pXX67LEduxznJdJl26p7cGzziLX8T324+nVcSW4mtfLSQfscUXjerSZdRZ6+u2lkmMeMpyW2o6uV23+9ofP0ntgj7tdguMuJRCUtK7JRa0E8ZLR72l4CvDvltNK0/prisIu13qcr5RGYXTozTOlA7shtm1+ONfa42CnW1LTQm3WWqrY3ZYZXP7OZZsdK0VeozV57DTOVvNqWN/SlF2VDm6X2uevUbN1+WM7cpx8yzqz1DdftNnXr2POKbcai07wkfsrz+Nl/BxvGRNHYzeU78f9+LpugWo1VHfXZPkyfo2ZsilQ/wPiPh76qrpAP4f3ndL83evOfQT/zr/69udV81r/nGSKEb8iAn7vaH8Z3691b6m7CYenZLyrFIaJ44r43KW4Vl7POcFx71oab2nWLqoO/yejU6ZqEUi/IZTDuK7dmm4XutuYRPv9936qEMa1re7oWfUInEU69xbC4hy1Ltdj0uFbLeme3W5tyaOR2yvqwBL88saW/y+LfUIunye3nrHcTn1set8p/37knKtrZ//gLO1S3qfj7q0Q7rVXHK3Be3idWjK93ZEw231sW9rjfBZp8elo/IFSrH45JQO6LstqM/iVD2e/tdut7XOZdziNqU4nVsbXLpsdsA5Y4bNtUC3rRbpqeN1nrLTsB5z/EX9WvOVWYe31e/zXmfx5ZoeX1SuBcxtN5aUY+hfrPMXf9EqN9lQi7zSZPR+HZpKkah+p8rdxH32W1K/7jKr3YCHNa3SNKJhppIqjjmmFIkfkCIxIn5aspkl4kfMrCv8RpT7dWWd3H6dmvU/8qsdwMN4TKOu4xvA9RZb50QdpPwdK63RdEFJxi65zkJN37XSpMP4vqU44BfN17TMOke9aIU7qcXHKWXGYulG7ioFXsdFz0xeg39juftqAdlqvChHybTuDt5Xf3/WPXW93xHqoO7y+KVKoXmtkkL21c9xwB4lvWx6xoQNOs2vn2OVre1d0K2dz5Su6JIAnra1HgcfMOpeTV8wij93u631GH2fo9ZYZl7dYXzKUgva6dpRl9I+uN0CH7TVG0xp0Fnndgu80t5p/V0ctN59jmLYhGt1es6wXlsM1eNomtYro3lGPO8GG/Fm7cxmyKhSGt6ENZ6sX22FpglNz/iWuZoOaOjQrCOUypWCIw7q0LSqfsx8TU/Xx72h3Istax8bnq7zF/m227QS4g/r0WwX3BERPw1JFCN+xIV6Z+0NXE+dclgOFnutdlzDvfV9SzWNGbBJv7utdD34si5lq8uB+nYC/TrrW9Mpz5vU0OlWa3V5zKgVmvY65w0sc6dDJq3Fbg0LlXuLTztnvpL6PTc5A993fy0C2WOtrimjflrHvKWALLcK9xl16Yh4jXn21S5hSvF4RClUXsMBDY/UET1lJMweu7xgsv35yi7oMcOeVwZyj9lmqQV21gmO87W6wbs8Y7u1unTb6oNaieJK3ebVguj7uqakka847Xe0RgkNt4+5t9lWC8fVWG2teV6pO63LkfQ1+IQ3qD+r84Y9hesN1WPjLk2ctdvzerHGRj+gFoln8Wl36/KIpk36MK5PU1/d070UvW7yZn2u99Z/R1YraenDdT7nsEv3FXnZpIYJDQ9o1veVuYnl57HIb/3SsMH6Hcj2lYh3V7PJxf/8vp/423tJ7ihG/Be0NmK8PuV9E/ZbarVJHLfHKuscsN8mqz1X7899UrnP2Kmkc/9YKRz2tUvOL1voLquxzR6z69Hr9diAf+40vq3TSvOVg88PuLS9pdx7Y77Nztheu6BHLdelW6vjeOptyj1KwbZZj3K38jmlSDvtR9cAlnTxHH6hfvTbSio51C5axs03y9vKRpbWBhKmDvIuh6atdYQ99XOMTrn311XvPI4ZtqYmeEdsd6/7PGMYkzZZYJ9SlJZ1gMPmTtk5M1YLqm49RmzTZatR5yw3xwzlesA5nDLqQV2e8BQe8KCmsfq9uh7fwyFPodNCm9vvL3dG37Jep93OKgfUlBE1r+ItD1jtT+vPqXVEM1HvtrYapEqjDScx4qR+iwxo6Nc0YMgmvd5WNrHwXQ/oaR+9R/wMuGru632gcUvz4RmHf+Jf5zMXr7lqXvOP894qayPeRUMaluOD1EE3sKaOOWlgXT0KXu05B83VNG7A80qReLF+xMtKsbRKh1U6POgua5WRNJus87bWKryznkPJDn/eh5TiaiHtO4uw3maUlXF8wlHcX+8u7rW93qvb0358t/ust9lCJWF83FNG6sibBbjHvHaX9D5P2eesQ0Z9z6Vj37uVe48bNPWY5YwdbsM2TznmKedcWtV3RhnBs8+lIhFGDevW5YyGte4zWu9VLtVjsn4deMYortdbi8Tl+KJt9Vi5lVqW32/SY1P7K7y/3h98yRGTDtXj5WVYpcugsmv69zU9Ydizho0ohfAhz+MTFtvslMMu1D3dMzX9cWfTbkM6zVMmVvZZo2mmfrOtrjMPmbTHzcpfDlZY7U/Qo6lbUwcOGap3IMfqruhvmIOFeu3TKhLhAykSI35KmjIe50e9t55txLvsydrYslvDzUpHdGlQecka6jDuPdZbaS269bseH1KKsg/igoOO45X69oQJ+7DTC57zvBsx4KCt5rX3RPOLHv65H/iQMgh72A4rzNFjju/V57ZC03pznHHO00axx/01XaTcM1yuy4hRR5R7jre9/zwe8JB5jjprGM96yhpbrDHPMlssM88yXe3i9DE7DCrHx9/FsPO4pu7C3qLLFs95yhFlBuExw3r1GNMwZtjS+v65euoR97gR5d7kiJJG3ujyphf2GKqDxcvx7P9Sj5XZZKu5dQbk6fpWCvZrfNGoB22u+2OeNGrYLtudd6nR5rOGrdKD/WhttlnjIV1OaFjlVuo6vwsmjUxch++aUIrZsnt7jwmMO+wMJgzg42YqheIhg8Y0DDusT0k+F+t1Drt/aZ4zDntErzM4Zb8xDTM18XJ7hmZExNUgR88RP8Z6Tbvrf8g/6PKjaMoxI+9YVruEyy7oPquU49sfYJeSOBW/YZEOJ2sH9CKdTtqvr6ZTS7HLqMW6fG7OmF3n5urvuOgzkz/ESzbY7N8px9G/QB12fQ4vWW6z+dht1NrazbxXw/2anrYD3Guzfcpsw2X1qJnWMfRTltmC0gm81w6t8S6sco95Bqg3EtdiQm9trkF7PuOBWhiO1Wafe/BEfV/Zr1yOoFt7okdrcTlUR/KgjgD6tMvz1P34hPW67DahbFUundtDzmO2cv9wXntdYI9y/HyDS/dNKUXjqFG86iF3eQ73K/MZx1EOis/jorvdYueUlLbXOkMaujSNGtKl1xo8q2G+pjMaejStxTbnlOmK8Kpu/UY0rK8FYWuLzG4HbbBySrIY8TPjqjmG7Wl8pPlP/dVP/Ot8VuOqec0/TgrFiP8KvTVhgnEDWqvcllrtuDIuZ589ys22O/CqZfp14IgBZc9wGSizRNPbXFYoLlCaR25TtonwuuVu8j2cql/vc1Z6Zspz+lWlwGjNWVzu0r3AVvEx1Yz62PXm2G27h9xXj7rLSJdWl3Hr7uICHLVDj82GndNtTnu2YivV7FEade5WJgm2yqHWHcihKcVaOV4v71825Xnu1rBJs33MfKBdKI3pMcewHe61uc6HnGGFLhdxpN6thNGacq7R2Z4R2WWLZco9xCHbbXCfk/UzDxm1UJdT9uiyzmz8zjVve+Wda9sJ5RBux+OOWWSp5coxNeWYeHYtBJ9zEr9soWZ7+NE9+JIhf9D4sMHm++z2dd1ucQ8emzI7cVndBkRphDmaIjF+Nl01RVMKxSvl6Dniv0KrkeOfKfude61sF4mTdaXc//2Bf2S9lXUWYoc3lCKxT79Wkdhy0qTfq13QJ73gtHL8Wu4XfsNiN9UmjNPUHuq99WOHnTPsnH9X/39PnbPY33HR03WLy+7aHT1fKXqGccgOv2uO3bUp5nGj7fmLU4vEJUqyWFLCScMaesxxr1J8raif95Tn6wzHHZ5w1jE84awn6v3HVpE4WrvIu5XVfd142nZH7KjPs6kLj17ztqPt5zKudbCPelQ9D//WCRzRsMw8q6jjZyZwXd2Q84AH6y7pDgw5q6sec1+LRbhdl1MOmm+dUY3SrPPOtTU5LhtryhEyCy11rVLkXlvf+urszBFstQilUD6jYb1SZN6j12vN9/kaetxixKA/AWvqaO6XHdVwwUF3SJEYcTVoujTw/if59l6SQjHiv9K4hn1K8jNUhydTVrQ9i+e++z/YbY9JzNZn3KAV+g063H5ch6YFWKTD59t/XKxz0gvepjY5/IobtdKrDnzY7Zp19l9DnznoMGyHD7lUgn5m8odW2OxMPWJuNZYcwxnbrbe5Fi1z8GnLdfmDxqccNVoHXpe7jaO41xYjnsKaOstvh+8oxezjGm5Aj43t8S5cVwvL1i5k2G851mi6R7MWkk9ZjDXtkT4v6cNe/M4740aNWoZesyy3sRaBd9tnsjalbLYJ/KmjJpxof8++rEvTYnxO0yAerGlja5D4KZeOoF9xGAstwh93vukLHRc97VidiXnQRF3L+IZSsv4mTjinx6XmnAt4xX5/hns0TSrD13e7NGJol68bdbAmsNfoUNLpIfutt9IfdryDO+xOkRgRV6kcPUf8rbyso87Jm7TH/dZ5WsMaTX+Jz2jtjn4N7+AavW5FKTT21uPW57xA3StdHLDCOp/suOjA5Az72gXE6/rcpFtJqya0RuacV/5++pIVNjvknN81x5fqnUW4v95JRLuILH4DdOtqr+hrFZ3PGNVd7ziWAvJlfTbqrl/7yJT3F++Yb3P7aHZ5fUyP0id8UqtpBPbpdp+Rendvq6Z/j0NGcdE95jmmpHW3KwXXgB31dV7UZ4tT1I0zl7S2u/zJ/P/kyJl/0B7QXcbuvGCxu5zQ8JCmQ+jHY0oiXO6hDnhIv8enrNNbpRSxSzGoYWtNXrcZ0LrJyPVmW1nXCrJJ06iSQG7CE/brtbqm0l+1Xl/7u5bj5ghcRUfPv9T4SHPru3D0/C/eQ0fPKRQj/hstq8XCf8BvKQfDB6izFcvR7TEHQZ+VOjDg61qNF0v1O+ZFrLNYhxMm280ti3SaoxRHIxr+6JoJf/TOtU7Ve3ClMLvD3Zp21s/XU3d6lOdWjp17zGkvfTvUbkiZq6c+9+F24aUWbaVQbA3iPlILxeVKKtlJPdYtH3VKKQZ3O6ffHAPtvdTb6/O4z1FPedAWO11KK1tp473us1fpeN5tBz6lHN6+pds8I57XY6Nho3pqwVoaaDZiu1aO2mrG6VYK0fXmeeCXhr32H3t8wag/n/eOvzj7i4ZwzLdws38z529sOTfXv8Rn6/zJI07i+7rdakn9mZ5UGpfucKmzerC+ijVaKwZfUhpoPgYWaeqmPcB8l4P1M6jPs+lNpRu+pJVD+BURP+OumqIpheKVcvQc8d/oaN2UMmG/p+1x4/UXLFMSrVU4Zo+1VppppQmtIhGuw3WOOej33dkuEvlyLdD2OGnCUQ0jBszX9IV3rvXY/P+EX65dsnPNrMeb6q3FX62ffVijDnx+ybBzDtlRi0TuN0cZ0lL+/wab22v9ytdeZzl1B/F2y3W108XWmJ9hDHreIc8743y96/iSAedtMKc++tP4tKO2W2+LXe3PvwcXdbkPFz3jKaPOeg18qu5J3meReRZjbU0vuWhSKVRLPve8te7TKjiPOuuos+1Zhq/hyf/Y4wsmLNHlk2fn26vcK+RmazV9+tzP+T2lLOXnHXEaM/S71XwlJ9xlj2OYsMfp+rnL8PCv17eWj1uo3yJN/JWThhxy0EWlV3u2lWZq6tU0sxaJ4xqOGjTumBSJEVeX3FG8UhLFiL+1l3HR/VZfdgRK+YPgo8rR6FGHqaOWi6/q1efejos+M9mYUjCWu4vLlftvZf/wEMY9oK8mWOUI+gLexHHn24nicP19qxu6NVTm8jE6pYuZkortrb9eahspWp3PlGRzmabO+v6dntdnow8qKwVLktjq970OLNR0yjnLzLlsV3Fr0PelbuWSAu426V4dnvG8ZTY6Wkf3DCt5XelWnnpsXm4vthLFMsrnnNvNMaokgRMO+pPrV/jtNzus0OmQSTN1uGASM8zVNOYgLuquI9VbY2tOT/ketO6iTtpvfX3cUaWLfFb9Xi/ROpIfxDU63WpCA69art8RBy2z0lEHrbfSbsfwYRGBqyhR/AeNjzT/p3chUfw/kihG/Cy4Q6fV/mzKe47XtxO0C6S7693Elnv1GTJgaHKGe9oHul8GJ73gOZPeUO723a8X13tSwypNC92kVzkGXoLFZlnrUpHI5UViywxldZ/62IUuFYf7lH3QPVN+hRHb697of+Oo7U4qReJCG3Xg6dppXMbw7FSKxHGM1600L1mqHIdvqp+z27z2JpgOpZP53+N2HZ5xHpscdQ579GsVieeU4+ZP1M9yjUfMM988RzUc1fAmOmuR+B1M+Dpu9dtvvl+fToc0cMZn6tdarmnMHh1WWmO1h6Z8r05jyEGnccx+k/Wto65ubL2dMuqYk0Y1zNcag/TruK0WicXr2GBlXf738zVFTZEYcTVKonilFIoR/x1aBcEx+x3TcG99/6Q99ilFwiS6NPFNfNMzvm6ufmN41ovgdne1f12kwyplVl9pDpmBr9bi5LAe5Q7dLged0PA6+syysH7tsj1lhzVKWniojtLZ5ZwNNnvELIMaNXk8ZytWTBmaPax1/Nza8rIOnzZih4U2ulY5ju7XaYVOpzSst9nyut6vlWr22OyAUtQ+p+xr7sGzzppvi5F6hF26h8/VQvc5G8yx0BZD2Nr4z37PHMvdp+Sf/wTX+SLOeNEjmh7R9GtKQTpkyFo86Ba9ZuHbBjXwDSv0+IKym7qkpR83aY9h/PO6peX2eodzQ21UWlsTxLLfe8Beh+112BkD+nUpue437TRQP658fLemBzXxMUuV6ZrlcP5XjKR5JSLeQ1IoRvx3mtDQabVOzfZA7I7ayXyjktiNGvSApR6w1Cq3GNOw2wD1qPkVL2KPV0xaoHX7sFlHv1zE9V7RMN+t9lGHf8+1XNOA/QadN+j5KfcUW+lbeVy5m/iSXc4Zw1ZNI9hgjkftcMg5mzC/No7c7z5H7FBuB3bq0XS/zSaUxpG9GDDhkAkrNH1POf4dtsOwHXbV53LGeSNK48vnNWp++v66p/oty8wyYlS3OfWu5VovKoXVK84Zab7P2zjivD4bMUOHO5W2kk+01/J9TdkTs0GvC3hCo95bPF+Lv+8bVw6sJ+r9xg2aOqxzHB1WGzHguDL6qFXg7rUfM+rn+phOt+p0K94yBz2WWmgp5tqk3z8Cr+rAEwbM1XSmPr83f+y/SRFxNUiieLncUYz4O7XP0ppClWHcZVvLCisdqvMUy33F1ticH1piteNexCc8pOnx9iiXSbyqy0qjhvTpNWhAq8OWb5trkUmle/h1fKbzLV+ZuO6yO5OnNPRpullrneDz9Z+s1WeWwdqU0mezYZxy3laz6siassml3G8sHcLDSvm4QCnSerGrdlYvr7nZEeeVcrJ8jZPKoOvBelx9r6bjSrLXuiM54nmzbfRRpRD+JD7vvH6zDCuF2wkND9Q7hGWDyzfBA5bWO5yv4S336zeMA/V+6FJNx2qBuNY6Z5Rj7dvwxfZ+7VIk3q/pfH1Ov6n8oT6O3TV1hF6r2/cgF7bTx1IcztbvAeX6wWw8V7utI+K/6Kq5rze/8ZHmp9+FO4r/Z+4oRvysWlOPofeYbB8x3lHvyF2yqt5bnGm14+0C5GKd4feJ2rwxQ4eV3sZ8vU5hmX7b3j/uX2riom2/ULKur+GUSX84cZ2dGk45335bqGmwDgvfVRtR2KTfrPYYlw11R/QpO6wwyzY7/ALmm6NLa5f0vzWsFIwX68ed9IIxPGCzDbVxpRxhv1C/zl4jymq/cgR83lpNzxh1RKOuLCzzD9fbaNyL9tqjA38ADraXInbhbk0LlSJxiaZy1+/DXsZsTaX4nuuA1ozF7+moRelS6yy1zstK+jmg4U9oF4nFqyh55W1Kofds/dl1Wq23vr2uVfpddErDKd+qo3O6jGt4zLfs1aizHFMkRrxXlD9Zf/Jv7yUpFCP+zq2x1DodmtbWX8vsxdvq2zfaj7xgQKfVSiPIDB2amOF+cNEiZUPLg0rydtRh2344yz/X0OUmG783bo6yf3pDuzGmDILuM0ufWXqULuSFYK1T4DkDJtrJ4xnsrHcYz2CrzXY750y9A8lL5ttcC8YZ7RmNi9zlFS960nm77HDGufqYdQadx/ud8KLjJjBmvS57PW+hLndr2m3C95Q7jwuxyp243jEHTdiv1532aTiibFTZqyR9azUdn1J8n6pF5wP6cNGy+l243zqTtWhfoKSgExr1SPlV43W9YMt6/bqVVXxv40mlkDyttZFnvyH7fVppeOE63ZqWusmQYb2WWlt/hnzTidxHjIj3uBk/7ScQERERcTVodT3HJSkUI34CjmnonHKk2YvT9f/3Kken3ZreVtbU7TIDr5qh7A3+Sv24ExoWa/oCLvi6VW71a8ocv1GDuN6wk7r121XXyvVZ1x6OXaxVsriNKOnkZ8Eep6yz0ByH6jaXDuWO4l6z6k7opkN2WGGzD2GvOTUxZKDeHzxZG3d6bG4njR3KfcR+6wzUY+LjOs3EQhudMuGUThwx4YeOecvb7nTCC5hhrTuNKCNnyo7scrzeq6wwnIX5mu2h4F/TurPII5q+pMw9/DOr8fGa8rU2puzTabUJB/1x55v+bOI6R5XEcLf9/tJqfMPNSip5tK7u26Zh7pStPHOtdL2Shv4azusxE3udV8Z5vyeuH0VE/P/K0XPET8hEvRc4qeFpe4w6aNRBrzhsjaZHOspNlXK3bRY+5oPUuYQs1oEvO2HSjVjhFrdhm9YYlkl8xEKL6siVDsw2glMmlM7nT1g4ZcUfe51SijU+qb/uPOkzx7Addmpgr2HPm6Fse9lQB3Q/WbuWV5jjFO43y4AJ5e+bHfpwqHZCf6h+tfnUIrHcOzyuDCIvSw/3W6LPQ1Zb5M56TPtJi91pr4MmsUK/e3DE192IT3ZcNO6gc0pDzdMantaYcsT7qj9Sjulbo216Ne2133w8aT/W1FuDd/jcxHVO4EPKsfJMq/0WuvV6WenwXlGHjd9dB3SPOWhIabZZrBSpj9bxONdSx/KkSIx4r0rX8+XS9RzxLmmlWnOVvX/klAAAF0ZJREFUBomH6vibfQYxUTd37LeqFjglIbuIPRbXQqpb04ghc/V6Wylw3tDaTfwtd7vJTgeVRGtd+2sv1OlU3Q1dWjTKXuKTXqiP+7IyFvs5JYG8xgqdPqTcCRyundF83ApzfFfZ+NKj3Pv7UnvzSGsu5J0oadvjGmbWVPCf4Qv2WGydEyb06XSD1r7n69GpwzqTDppvpc91vuXPJ67TrWxnmaTeKfwGfsU99Xta0kfGNDyoaZB6t7IkhaVDuRSJ6zXtrhtYdhuwvJbL/7i+1tZ2FeZ6avZ8W8ZLJ/dMTRdqQbpGs/7cfh2vud+tns59xIi/raumA3he4yPNTe9C1/Pj76Gu5xw9R7xL9tbu5v5aCA4rR8iP6vOog446iBm+oqRu92h61ouWuNNxL1qjaTF26QXnaHctl7mKM2oi+KqZ7nKhvVbvy075hLvNcgSnajF4sp06lmSzR9NwLSYX6jRfGadT/tkcH6iNLmVd3x597vKcSR21iWYRXq8F4isaeMm11lmiaVIp9L5Qj9L/MU54y6CduNsSmx2v42s6cUGnxXh94jqvYaIW09yhR9NafE/Tgfr83p7yfX4WYw7qtdICZQTPRP3et9bz9WoaVnq/5+MxQ3rq95VfN1PTb2LL+Mn6vpddcNiqWph+DaWY/Cu86dg0P++IeO/JHcUr5eg54l1TdqWUP4T+ylElcftj9NZZfNxhtdYdRu51px4sqd2/w+ivj5yjHI0e0TBqwHyL8G2P6PchdNb/8QmbdDqqpH+lONzrwXrszB5322jY8+1j6lOeN6LsiF6EYS8YVQaIlw7tTziKVTrqGKBOOx12waALBnVqWmyd15Wi94Qd9f7iW054wTYv1M8zGwd0YKt1mGs9evUZ8KIn7DFhUJc+3GGhpmEN2xz2mz/3AyMGjRg0ZsAS5Zh4zKC5dWXe6fqay47mNWYoieRppSA9jcc08H3P1ePuVnL4rAH8sg2aFlmp363eVAZnjxvCO2a7xWx9jiRNjIi/p3L0HPFT803l765v2eBWe5VbhuV482WlJFlHPc5dUtO64waUQ9+5+DbOW2al79T3nHLSJovqdhfG7alNJS9Y5K66CnDCgzqNKqlmaSJZrTS9fAJlD/WzXrTYnXXnc1k5eL87PW2/tVbbW5PDXut0KE0elIJyvP5+DZ60o/6/T+FSMdahadJ+m6yuyV4puBZqur6+1v66LG+XhoWaThnUqc8DLiWqx7C7fu/m1mJxhT5D9Xva2o3dSv5aicHNOGrQMn3W4I/a7yvPoxzPl8Hen7PUF9pD098yW7/xFIgRfxeummPY7sZHmne9C0fP//o9dPScQjHip6gUPmVzyqA9+LgNmna17/y1lIJkSXt+YBn5/ICm55X7dfPR93M/8Pm/ucGJKdtAHqpHtK3j2an3Em+3sa4P7MBkuxjdWB/7NaW5pjWhsVUwDmOfSVx0t047PY+NltR/vlZJ63bWArGnNsTMrJ9vvK4v7NfnWP38i3BoyvdivXW+pxSca/FFZ/GLZtbj3wsO6qpJ7B93fd8Doz/vwmWba76hW68FSmHYGpJ9tN6Z/BS+V5/Pofr9fgPj9S5or9J8M1sp2XuUjmv1MRHxd+aqKZpSKF4pR88RP0WnasEx6LAN1in7mA/ijtqMUe7WlS0kLzmj3LOb6yZ8w5OOGXfYGaUQ/O2/ucEJh21wk/Wa1mt63KBhrQKRVmLIdV7R8IA7cY0OdzqO4/Vo9i+U9pJSQqrHsqV43OcFvGmDTjeiz0aLXUrvvqRhJx6xGdeYiXuU4nHcflxnoT7X1+c9qpVAvuQoZlpntwGHHDOJ8+g2z/wpReL69nE9R0Z/vqaJ/fraY4l+xYjB9rHwzcpQ75JmHnREaV45jhVWWopxX9elaaZy/H+n0hbUoTQOjWukSIyInykpFCOuCrfZpWGpddZaWTe5wBprtUbKfNy4UliN2a+r3XxxnV9V0q5yB/Gdupu4YbeGrfr04iF3+Sju12GpDh3udL+mP8XnrDbpoK1KIXXb+88bst+bGDKpv37dxz1fj21nuNssuzzveQw674QJPUrytkYTe3wRvN/1yrHvZ/BwbeYZw18qaeikCccMmm+dm5UCdZF+j1rquEFPOGyVsjHl2vqqX1bG07QKVL7qRvxmx0V8VZcmfl2XpkXUZqFyPD3TSiuUgnNMwyHf8oxBXDSq4ZRBvOoZl+6EbkuBGPH3XquZJeNxLsnRc8RV5yWlo3aG5Vba1HHR5ydnGKv3AZdYZzme0cBf2eoWf4ERA3r1e0OZyjhSty6v0OMXlBE6f6Ekd61xBx9SOqaXKPuUF//cD3zqb25wu5L+nTShX6cBz2OGRe6yVknh3lCKQspR9AKtgrbsaZ6l/IH4Jj6Nf48Tyv3FJXgNJ0wq+5Xv0KVpeX0+rbmIszWNO2iulXqV/cz9mo5i3EEP1lTxCYd1udWog2Za6UOmjrm5rT6rl8Hy+jGdGDSEt0CPWw0bMlvvlNTwVZeOsiPiJ+SqOYb9hcZHmr/5Lhw9/185eo6Iv72PY425VjqDz0y+ZszBugdae4xMOTh90zbfsgn9+p1RErMRDQv1WKjHHdjtnK/gd5QB4NdiwkH/AY8oxWPXNW97+m9u8Dm80h6tUzqz77bRInc5adKIUhjeqNyLHHTecqWI2600lczCqMOWKoOpt9UmkFF7HNEwX+nYLsXbLLxuVMM+o044r8xJfNkkNlhpzMHaiPJXTtBOFZ+pb91utRSPWulmZcbjbH3t11DSxU7McKQeR3dguV4r3GqxW61Cl15rsKmd6H7sv/FnFxHvZUkUr5Q5ihFXqTENY+3/97JOfM46/0K507feartrY8sIBpzUbRG+il+vrSx8vqZjj/7cqE/9zffMr40ak1Zags+atESHve9c6xWTXnHRIp11ziJPTCkaS3HampX4onLf8S3HsKwO1aasJTzkVoNOutki3GZU00LrqA04szDbasuUIrO1Jq90cl8020rjDjpVE8C30e8WJ7SOmjvbr/E79XO8XQu8XfWYueSkjNb0tRSLH8arLiijhRZq+iie9nVctLOdQEZERBLFiPeEO1yLLypl2l+a+re8t+oRcKcRx/DrNtXNIfvqgsANmr70Nzd41E0WYp+DuvG4F7BHj7JUb5UOD04pEh/UaVF9K3MXyw7m8vXuRNMynY47qEfZzXzEgEGtcnLMn9ZnecKEUyb8Gm5Q7iHerBR4sM1592vqschCt9Tj3zu8UT/+3vrYSWp39TWOaNQ5kuVzHNLwBmZb2T5i7m6ng3PNt9QKTXS0m1w+qnWM/xFSJEb8zEuieLkkihHvEWO1sNmF5Zq+i3KHrkw/vF+Pp31Av6Z9UI9eN9SZhEO+ZdJNRjHXSuO43V1eMWkpDnjRARyom1pud5cn6hrB23UYBZNesUeHO81V/sBrNYmUxYAfQxnJ8yj4vgkN6laZk8o9xTfwgHJMXRLEN803y9Ma5msaroNoNtTX+bqVnpnyetc2/rOB5gwP1yLwMQPUYeGtlLF4rRbP8MvO+KYzPoxT/rDjHZ+fnFGLxIiImE4KxYj3oCN13uDD+j1mwAMdF31m8nWLNA3UodOt0Tq7rKbOF7y3MelI83121vuES2t38mPUVYHQcLumV0xarKlHaWwp9pjtTjcro3LeRoeV7T3Maon62Tqou8Nqx71kptLlPFmPeo9oOK3pQxizyKgBZ2rBdqZ+/Wtrgdva2TxuwEP6Pe6w/615mx5Nj7WLwFkecYsvajgy5fu0StOBWnyWYriBU1joM++1v9ZHxE9cU2upabTk6DniPWpQw2Ma1uj33OQM91rqpG/hmz7f+ZayIu86sFS/Lk2PNd9nZ+2G5quOGbTEnZa40wLl7l9rn/FD9SbgKyZ1KA0ky9xpvB5ndyhHyIMOO6NRh4Ofx3m3u1OH0h29yTobMaKB12oh920X8KtKsTlbP151u6bFml7R8Loys3HcoDVYod9RPOJWW+tzvN1St1uq3y2eBt+wuM6P5DUHNNyt6YzBKcXuwr+bH0BExM+AjMeJ+HukR9Owb+G8FW4B/wjb7NFrnSGHLXSrU4aVjK/kfA/r9zhWKV3OQzhg0qM6PKqkh61GlV4lk6M0rRxVir0Tl928+bIOd5mNrUpn8hkNyzS9Wb/qm0oKOa5hdi38xg1apK+9Nm+JpY475g8a/9Du5vsc0zqC/yqud3t9jTfiyXZaOGaFXj0udWc/m+PliKvZVTMq5obGR5qr34XxOM+9h8bj5Og54u+R4SkF0YlafB0yaKl1tYy7zSnl7t8JPY4Z0qXXhfoxB5Ti6hj+pQ5fUO4e3qwcAY8bdL0+ww57wK2etN+9VnvGpMXtUpITPmkS12r6osMecqsbNO1WGmHKvuqSEvZo2llX+nGNk+1FeR923LctstQXm2Ww9pgBczUtUUrCV+rrHdG0RtM+XzffLY4rjS3l9UdExN9WCsWIv6dGpxSN5SbfS35X043XX/Dam61/MteohvP1Dt+QPY5bZya+hPV4rt77m69p3DW1qWXMkyZ1WO0ZDfdoOoJHZv+/YMv4V3GNEYctcqsBpVN5RNmtTIeH9XkGhxw2X78zdcfyiEF8E9foschJDT216O2re1JO4G48UW8wHjPkmF+h/fkjIv52cn35cjl6jvgZt0HTAO5XjoOPYcBhvKNPn8HaXHIEF7T+EN3jXuscVTqYJ7DCpRTvklPKXud5TrVTyGPWWmpvvbN4j1udVu5czq0F4ZiGJZqOtz/ft/HL+jUNOOYBS+tRc0T8PXDVHMPe0PhI84534eh5Z46eI+K9YlctuJbMPmfL+Pd0W6TfrTqUo90VtZD80b9lH1GaVeYqg2kOOaws5qP80fIRmywwhn2G9LjVkxr+rOt7fmt0qD72nXaTSZ+mSeWoHLVILAVia/RNa+bik3/X34SICJc2s8QlSRQj4sd4yR9d8z/a9s61jk9J+jo1fVYp9/b5un63GPCt+jE3W6rpmAa+Yb7eOkqnNMMcr49aWH89rjTSPJeUMOJn0VWTrv1c4yPN29+FRHHXeyhRTKEYERERP01XTdE0t/GR5sfehULxxfdQoZg5ihERERExrdxRjIiIiKhyR/FySRQjIiIiYlpJFCMiIiKk63k6SRQjIiIiYlpJFCMiIiKqJIqXS6IYEREREdNKohgRERGh3FG8+NN+EleZJIoRERERMa0UihERERExrRw9R0RERMh4nOkkUYyIiIiIaSVRjIiIiKiSKF4uiWJERERETCuJYkRERITcUZxOEsWIiIiImFYSxYiIiAhJFKeTRDEiIiIippVEMSIiIqJKoni5JIoRERERMa0kihERERFyR3E6SRQjIiIiYlpJFCMiIiKqJIqXS6IYEREREdNKohgRERGh3FG8+NN+EleZJIoRERERMa0kihERERHS9TydJIoRERERMa0kihERERFVEsXLJVGMiIiIiGklUYyIiIiQO4rTSaIYEREREdNKohgREREhieJ0kihGRERExLSSKEZERERUSRQvl0QxIiIiIqaVQjEiIiIippWj54iIiAhpZplOEsWIiIiImFYSxYiIiIgqieLlkihGRERExLSSKEZEREQodxQv/rSfxFUmiWJERERETCuJYkRERIR0PU8niWJERERETCuJYkRERESVRPFySRQjIiIiYlpJFCMiIiLkjuJ0kihGRERExLSSKEZERERIojidJIoRERERMa0kihERERFVEsXLJVGMiIiIiGklUYyIiIiomskUL5NEMSIiIiKmlUQxIiIiAqXv+eJP+0lcVZIoRkRERMS0kihGREREIInilZIoRkRERMS0kihGREREIInilZIoRkRERMS0UihGRERExLRy9BwRERGBHD1fKYliREREREwriWJEREQEkiheKYliREREREwriWJEREREWxLFqZIoRkRERMS0kihGREREIHcUr5REMSIiIiKmlUQxIiIiAkkUr5REMSIiIiKmlUQxIiIiAkkUr5REMSIiIiKmlUQxIiIiAkkUr5REMSIiIiKmlUQxIiIioi2J4lRJFCMiIiJiWkkUIyIiIpA7ildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREdGWRHGqJIoRERERMa0UihERERExrRw9R0RERCDNLFdKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREdGWRHGqJIoRERERMa0kihERERHIHcUrJVGMiIiIiGklUYyIiIhAEsUrJVGMiIiIiGklUYyIiIhAEsUrJVGMiIiIiGklUYyIiIhAEsUrJVGMiIiIiGklUYyIiIhAEsUrJVGMiIiIiGklUYyIiIhoS6I4VRLFiIiIiJhWEsWIiIgI5I7ilZIoRkRERMS0UihGRERExLRy9BwRERGBHD1fKYliREREREwriWJEREQEkiheKYliREREREwriWJEREQEkiheKYliREREREwriWJEREREWxLFqZIoRkRERMS0kihGREREIHcUr5REMSIiIiKmlUQxIiIiAkkUr5REMSIiIiKmlUQxIiIiAkkUr5REMSIiIiKmlUQxIiIiAkkUr5REMSIiIiKmlUQxIiIioi2J4lRJFCMiIiJiWkkUIyIiIpA7ildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREYEkildKohgRERER00qiGBEREYEkildKohgRERER00qhGBERERHTytFzRERERFuOnqdKohgRERER00qiGBEREYE0s1wpiWJERERETCuJYkRERASSKF4piWJERERETCuJYkRERASSKF4piWJERERETCuJYkRERASSKF4piWJERERETCuJYkRERASSKF4piWJERERETCuJYkRERERbEsWpkihGRERExLSSKEZEREQgdxSvlEQxIiIiIqaVRDEiIiICSRSvlEQxIiIiIqaVRDEiIiICSRSvlEQxIiIiIqaVRDEiIiICSRSvlEQxIiIiIqaVRDEiIiKiLYniVEkU4/9r545Z5ajCMAC/H4GQUiVGJIpY3CZlisSfkNhcG0EbgwhikR+Qn2AtBEOKQFKJnbcQRNILpgpYiBcLExKUNCmSQgJfijuE5e5hZ9FohvA8sMycnXOGs5zm4z0zCwAwpFAEAGDI1jMAQBIvs6yTKAIAMCRRBABIIlFcJ1EEAGBIoggAkESiuE6iCADAkEQRACCJRHGdRBEAgCGJIgDAMxLFVRJFAACGJIoAAEk8o7hOoggAwJBEEQAgiURxnUQRAIAhiSIAQBKJ4jqJIgAAQxJFAIAkEsV1EkUAgIWpqnNV9WtV7VfVpcH1qqqvpuu3q+r03Niqeq2qfqyq36bjq3PzUCgCADzz5H/4bFZVR5JcTnI+yakkH1fVqUPdzifZmT6fJ/l6i7GXktzs7p0kN6f2RgpFAIBlOZNkv7t/7+6/k3yTZPdQn90kN/rAT0leqao3Z8buJrk+nV9P8sHcROaeUXyQ5NF0ZHmOx9osmfVZLmuzbNZn2Z73+rzzHO/1b/2Qg9/3XztWVbdW2le7++pK+2SSOyvtu0nOHrrHqM/JmbFvdPf9JOnu+1V1Ym6iGwvF7n597gYAAC+D7j73oucwqcF3vWWfbcZuzdYzAMCy3E3y9kr7rST3tuyzaeyf0/Z0puNfcxNRKAIALMvPSXaq6t2qOprkoyR7h/rsJflkevv5vSQPp23lTWP3klyYzi8k+W5uIv5HEQBgQbr7SVVdzMEzk0eSXOvuX6rqi+n6lSTfJ3k/yX6Sx0k+3TR2uvWXSb6tqs+S/JHkw7m5VPc/3rYGAOAlZusZAIAhhSIAAEMKRQAAhhSKAAAMKRQBABhSKAIAMKRQBABg6CnG7NtMUxXOaAAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "custom_mask = demo_src.get_custom_mask(demo_src.r500, demo_src.r500*0.15, remove_interlopers=False)\n", "chosen_comb_rt.view(mask=custom_mask)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Measuring signal-to-noise" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Measuring the signal to noise of a given source is a fairly common task in astronomy, and an ability which has been implemented and added to the photometric product classes in XGA. It is a simple matter to quickly find the signal to noise of a galaxy cluster within an overdensity radius for instance, you need only call the `info()` method. There you will find that XGA has automatically measured the signal-to-noise within the supplied overdensity radii:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "-----------------------------------------------------\n", "Source Name - A907\n", "User Coordinates - (149.59209, -11.05972) degrees\n", "X-ray Peak - (149.59251340970866, -11.063958320861634) degrees\n", "nH - 0.0534 1e+22 / cm2\n", "Redshift - 0.16\n", "XMM ObsIDs - 3\n", "PN Observations - 3\n", "MOS1 Observations - 3\n", "MOS2 Observations - 3\n", "On-Axis - 3\n", "With regions - 3\n", "Total regions - 69\n", "Obs with one match - 3\n", "Obs with >1 matches - 0\n", "Images associated - 27\n", "Exposure maps associated - 27\n", "Combined Ratemaps associated - 2\n", "Spectra associated - 0\n", "R200 - 1700.0 kpc\n", "R200 SNR - 230.23\n", "R500 - 1200.0 kpc\n", "R500 SNR - 251.61\n", "-----------------------------------------------------\n", "\n" ] } ], "source": [ "demo_src.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If, however, you wish to retrieve the signal to noise programmatically (or measure it within a custom radius), you can simply use the `get_snr` method, which I hear use to retrieve the signal to noise of this cluster within the R$_{500}$ and within a custom radius of 300kpc:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "251.61136957214998\n", "206.61225573609303\n" ] } ], "source": [ "r500_snr = demo_src.get_snr('r500')\n", "print(r500_snr)\n", "cust_snr = demo_src.get_snr(Quantity(300, 'kpc'))\n", "print(cust_snr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You are also able to perform a simple assessment of which observation associated with a given source is 'the best', by ranking them by signal to noise of the source. Call the `snr_ranking` method, supply it with a radius within which to measure the SNR, and it will return an array of ObsID-instrument combinations, and an array of SNR values, going from worst to best:" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "oi_combs, snr_vals = demo_src.snr_ranking('r500')" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([['0201901401', 'mos1'],\n", " ['0201901401', 'mos2'],\n", " ['0201901401', 'pn'],\n", " ['0201903501', 'mos1'],\n", " ['0201903501', 'mos2'],\n", " ['0404910601', 'mos2'],\n", " ['0404910601', 'mos1'],\n", " ['0404910601', 'pn'],\n", " ['0201903501', 'pn']], dtype='" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# And of course we can generate images and exposure maps in the same way as with the other sources\n", "evselect_image(bulk_src, lo_en=lo_en, hi_en=hi_en)\n", "eexpmap(bulk_src, lo_en=lo_en, hi_en=hi_en)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }