{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Fermipy tutorial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial shows how to perform Fermi-LAT analysis with the Fermipy Python package. \n", "Many parts of this tutorial are taken directly from the documentation page of Fermipy: [fermipy.readthedocs](http://fermipy.readthedocs.io/en/latest/).\n", "I suggest to visit the documentation page to find further informations.\n", "\n", "Fermipy is a python package created by Mattew Wood and maintained by a wide community of people. Fermipy facilitates analysis of data from the Large Area Telescope (LAT) with the Fermi Science Tools.\n", "The Fermipy package is built on the pyLikelihood interface of the Fermi Science Tools and provides a set of high-level tools for performing common analysis tasks:\n", "* Data and model preparation with the gt-tools (gtselect, gtmktime, etc.).\n", "* Extracting a spectral energy distribution (SED) of a source.\n", "* Generating TS and residual maps for a region of interest.\n", "* Finding new source candidates.\n", "* Localizing a source or fitting its spatial extension.\n", "* Perfoming phase analysis\n", "* Calculating light curves\n", "* Deriving the sensitivity of gamma-ray sources with a specific SED and spatial morphology." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Installation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Instruction on how to install in SLAC machines or in your laptop Fermipy are available at this page: [fermipy.installation](http://fermipy.readthedocs.io/en/latest/install.html).\n", "Fermipy is only compatible with Science Tools v10r0p5 or later. If you are using an earlier version, you will need to download and install the latest version from the [FSSC](https://fermi.gsfc.nasa.gov/ssc/). Note that it is recommended to use the non-ROOT binary distributions of the Science Tools. These instructions assume that you want to run Fermipy on the SLAC machines." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With these instructions you will create your own Conda installation and you will install all the packages needed to use FermiPy and Science Tools.\n", "Using your own Conda installation avoids conflicts with package versions because you build your own environment." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First grab the installation and setup scripts from the fermipy github repository:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# ! curl -OL https://raw.githubusercontent.com/fermiPy/fermipy/master/condainstall.sh\n", "# ! curl -OL https://raw.githubusercontent.com/fermiPy/fermipy/master/slacsetup.sh" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now choose an installation path. This should be a new directory (e.g. $HOME/anaconda) that has at least 2-4 GB available. We will assign this location to the CONDABASE environment variable which is used by the setup script to find the location of your python installation. To avoid setting this every time you log in it's recommended to set CONDABASE into your .bashrc file.\n", "\n", "Now run the following commands to install anaconda and fermipy. This will take about 5-10 minutes." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# export CONDABASE=\n", "# bash condainstall.sh $CONDABASE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once anaconda is installed you will initialize your python and ST environment by running the slacsetup function in slacsetup.sh. This function will set the appropriate environment variables needed to run the STs and python." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# source slacsetup.sh\n", "# slacsetup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For convenience you can also copy this function into your .bashrc file so that it will automatically be available when you launch a new shell session. By default the function will setup your environment to point to a recent version of the STs and the installation of python in CONDABASE. If CONDABASE is not defined then it will use the installation of python that is packaged with a given release of the STs. The slacsetup function takes two optional arguments which can be used to override the ST version or python installation path." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Use ST 10-00-05\n", "# slacsetup 10-00-05\n", "# Use ST 11-01-01 and python distribution located at \n", "# slacsetup 11-01-01 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The installation script only installs packages that are required by fermipy and the STs. Once you've initialized your shell environment you are free to install additional python packages with the conda package manager tool with conda install . Packages that are not available on conda can also be installed with pip." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "conda install fermipy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "conda can also be used to upgrade packages. For instance you can upgrade fermipy to the newest version with the conda update command:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# conda update fermipy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to make development of Fermipy you should get the github version making:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# git clone https://github.com/fermiPy/fermipy.git" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then you should create a branch using:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# git checkout -b mattia-dev" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the branch you can make your development of Fermipy and then use the git commands to merge them to the master repository." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More informations on how to install Fermipy are available here: [fermipy-install](http://fermipy.readthedocs.io/en/latest/install.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download the raw files\n", "\n", "The files can be obtained from the [Fermi SSC website](https://fermi.gsfc.nasa.gov/cgi-bin/ssc/LAT/LATDataQuery.cgi). The following data selection choices were made:\n", "\n", "* Object name or coordinates: 302.25,-44.37\n", "* Coordinate system: GAL\n", "* Search radius (degrees): 12\n", "* Observation dates: 239557417,512994417\n", "* Time system: MET\n", "* Energy range (MeV): 100,500000\n", "* LAT data type: Photon\n", "* Spacecraft data: yes\n", "\n", "The raw data with these selections can be downloaded using wget." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# # Set up a subdirectory for the data\n", "# !mkdir -p SMC_data/PH\n", "# !mkdir -p SMC_data/SC\n", "\n", "# # Download the data and place into the subdirectory\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH00.fits\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH01.fits\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH02.fits\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH03.fits\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH04.fits\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH05.fits\n", "# !wget -P ./SMC_data/PH/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_PH06.fits\n", "\n", "# !wget -P ./SMC_data/SC/ https://fermi.gsfc.nasa.gov/FTP/fermi/data/lat/queries/L240613164330AE56FF4635_SC00.fits\n", "\n", "# # Make a file list\n", "# !ls ./SMC_data/PH/*PH*.fits > ./SMC_data/PH.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that processing the raw photon and spacecraft files can take multiple hours. Alternatively, you can download the pre-processed data from github." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import os\n", "if os.path.isfile('./../data/SMC_data.tar.gz'):\n", " !tar xzf ./../data/SMC_data.tar.gz\n", "else:\n", " !curl -OL --output-dir ./../data/ https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/SMC_data.tar.gz\n", " !tar xzf ./../data/SMC_data.tar.gz" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Configuration file:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first step is to compose a configuration file that defines the data selection and analysis parameters. Fermipy uses YAML files to read and write its configuration in a persistent format. The configuration file has a hierarchical structure that groups parameters into dictionaries that are keyed to a section name (data, binning, etc.). Below I report a sample of configuration applied for an analysis of the SMC:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "from fermipy.gtanalysis import GTAnalysis\n", "from fermipy.plotting import ROIPlotter, SEDPlotter\n", "import matplotlib.pyplot as plt\n", "import matplotlib" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "data:\n", " evfile : './SMC_data/PH.txt'\n", " scfile : './SMC_data/SC/SC_copy.fits'\n", " ltcube : 'ltcube_00.fits'\n", "\n", "binning:\n", " roiwidth : 12.0\n", " binsz : 0.08\n", " binsperdec : 8\n", " coordsys : 'GAL'\n", "\n", "selection :\n", " emin : 1000\n", " emax : 500000\n", " tmin : 239557417\n", " tmax : 512994417\n", " zmax : 105\n", " evclass : 128\n", " evtype : 3\n", " glon: 302.25\n", " glat : -44.37\n", " \n", "gtlike:\n", " edisp : True\n", " irfs : 'P8R2_SOURCE_V6'\n", " edisp_disable : ['isodiff','galdiff']\n", "\n", "model:\n", " src_roiwidth : 12.0\n", " galdiff : '$FERMI_DIFFUSE_DIR/gll_iem_v07.fits'\n", " isodiff : '$FERMI_DIFFUSE_DIR/iso_P8R2_SOURCE_V6_v06.txt' \n", " catalogs: gll_psc_v16.fit\n", "\n", "fileio:\n", " usescratch: False\n", " outdir : SMC_data" ] } ], "source": [ "!cat ./SMC_data/config.yaml" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The configuration file has the same structure as the configuration dictionary such that one can read/write configurations using the load/dump methods of the yaml module:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import yaml\n", "# Load a configuration\n", "config = yaml.load(open('./SMC_data/config.yaml'), Loader=yaml.FullLoader)\n", "# Update a parameter and write a new configuration\n", "config['selection']['emin'] = 1000.\n", "yaml.dump(config, open('new_config.yaml','w'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data section defines the input data set and spacecraft file for the analysis. Here evfile points to a list of FT1 files that encompass the chosen ROI, energy range, and time selection.\n", "The parameters in the binning section define the dimensions of the ROI and the spatial and energy bin size.\n", "The selection section defines parameters related to the data selection (energy range, zmax cut, and event class/type). The target parameter in this section defines the ROI center to have the same coordinates as the given source.\n", "The model section defines parameters related to the ROI model definition (diffuse templates, point sources).\n", "Fermipy gives the user the option to combine multiple data selections into a joint likelihood with the components section. For more informations on this visit: http://fermipy.readthedocs.io/en/latest/quickstart.html" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the setup for a joint analysis is identical to the above except for the modification to the components section. The following example shows the components configuration one would use to define a joint analysis with the four PSF event types:\n", "```python\n", "components:\n", " - { selection : { evtype : 4 } }\n", " - { selection : { evtype : 8 } }\n", " - { selection : { evtype : 16 } }\n", " - { selection : { evtype : 32 } }\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Start your run" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First of all you need to load the configuration file, create the object gta and run the tool gta.setup that implements the ST gtselect, gtmktime, gtbin, gtexpcube, gtsrcmap tools" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Begin the setup routine. As most of the files are included, only the source-map should be created. Will take ~5min." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:48:00 INFO GTAnalysis.__init__(): \n", "--------------------------------------------------------------------------------\n", "fermipy version 1.2.2 \n", "ScienceTools version 2.2.0\n", "2024-08-17 15:48:01 INFO GTAnalysis.setup(): Running setup.\n", "2024-08-17 15:48:01 INFO GTBinnedAnalysis.setup(): Running setup for component 00\n", "2024-08-17 15:48:01 INFO GTBinnedAnalysis._select_data(): Skipping data selection.\n", "2024-08-17 15:48:01 INFO GTBinnedAnalysis.setup(): Using external LT cube.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'Prefactor': 0, 'Index1': 1, 'Scale': 2, 'Cutoff': 3, 'Index2': 4}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:48:02 INFO GTBinnedAnalysis._create_expcube(): Skipping gtexpcube.\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "2024-08-17 15:48:02 INFO GTBinnedAnalysis.run_gtapp(): Running gtsrcmaps.\n", "2024-08-17 15:48:02 INFO GTBinnedAnalysis.run_gtapp(): time -p gtsrcmaps scfile=./SMC_data/SC/SC_copy.fits sctable=\"SC_DATA\" expcube=/home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/ltcube_00.fits cmap=/home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/ccube_00.fits srcmdl=/home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/srcmdl_00.xml bexpmap=/home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/bexpmap_00.fits wmap=none outfile=/home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/srcmap_00.fits irfs=\"P8R2_SOURCE_V6\" evtype=3 convol=yes resample=yes rfactor=2 minbinsz=0.05 ptsrc=yes psfcorr=yes emapbnds=no edisp_bins=-1 copyall=no chatter=3 clobber=yes debug=no gui=no mode=\"ql\"\n", "2024-08-17 15:48:02 INFO GTBinnedAnalysis.run_gtapp(): This is gtsrcmaps version HEAD\n", "2024-08-17 15:48:02 INFO GTBinnedAnalysis.run_gtapp(): Using evtype=3 (i.e., FRONT/BACK irfs)\n", "2024-08-17 15:48:02 INFO GTBinnedAnalysis.run_gtapp(): ResponseFunctions::load: IRF used: P8R2_SOURCE_V6\n", "2024-08-17 15:48:02 INFO GTBinnedAnalysis.run_gtapp(): event_types: 0 1\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0059.0-7242e\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0112.9-7506\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0023.9-7203\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0029.1-7045\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0021.6-6835\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J2351.9-7601\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J2338.7-7401\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0146.4-6746\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J2336.5-7620\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named 3FGL J0002.0-6722\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named isodiff\n", "2024-08-17 15:48:12 INFO GTBinnedAnalysis.run_gtapp(): Creating source named galdiff\n", "2024-08-17 15:48:14 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0002.0-6722 23....................!\n", "2024-08-17 15:48:15 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0021.6-6835 23....................!\n", "2024-08-17 15:48:17 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0023.9-7203 23....................!\n", "2024-08-17 15:48:18 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0029.1-7045 23....................!\n", "2024-08-17 15:49:12 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0059.0-7242e 23....................!\n", "2024-08-17 15:49:13 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0112.9-7506 23....................!\n", "2024-08-17 15:49:15 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J0146.4-6746 23....................!\n", "2024-08-17 15:49:16 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J2336.5-7620 23....................!\n", "2024-08-17 15:49:17 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J2338.7-7401 23....................!\n", "2024-08-17 15:49:19 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for 3FGL J2351.9-7601 23....................!\n", "2024-08-17 15:50:19 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for galdiff 23....................!\n", "2024-08-17 15:51:06 INFO GTBinnedAnalysis.run_gtapp(): Generating SourceMap for isodiff 23....................!\n", "2024-08-17 15:51:06 INFO GTBinnedAnalysis.run_gtapp(): Finished gtsrcmaps. Execution time: 184.22 s\n", "2024-08-17 15:51:06 INFO GTBinnedAnalysis.setup(): Finished setup for component 00\n", "2024-08-17 15:51:06 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2024-08-17 15:51:18 INFO GTAnalysis.setup(): Initializing source properties\n", "2024-08-17 15:51:24 INFO GTAnalysis.setup(): Finished setup.\n" ] } ], "source": [ "gta = GTAnalysis('new_config.yaml')\n", "gta.setup()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:51:24 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "3FGL J0059.0-7242e 0.088 1.059 1.45e-05 2.22 nan 1437.6 \n", "3FGL J0112.9-7506 2.572 1.172 1.31e-06 2.17 nan 120.3 \n", "3FGL J0023.9-7203 2.662 0.714 9.3e-06 2.65 nan 1679.9 \n", "3FGL J0029.1-7045 3.008 0.506 2.49e-06 2.28 nan 270.6 \n", "3FGL J0021.6-6835 5.122 1.859 5.27e-07 2.65 nan 84.2 \n", "3FGL J2351.9-7601 5.495 1.027 3.74e-06 1.69 nan 117.8 \n", "3FGL J2338.7-7401 5.777 0.677 4.38e-06 1.89 nan 213.7 \n", "3FGL J0146.4-6746 6.423 0.420 1.03e-06 2.39 nan 124.0 \n", "3FGL J2336.5-7620 6.454 0.557 1.66e-06 2.33 nan 187.3 \n", "3FGL J0002.0-6722 7.153 0.483 2.07e-06 1.95 nan 113.5 \n", "isodiff --- 1.000 0.0313 2.12 nan 9099.9 \n", "galdiff --- 1.000 0.132 0.00 nan 16777.6 \n", "\n" ] } ], "source": [ "gta.print_model()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0059.0-7242e : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0021.6-6835 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2351.9-7601 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2338.7-7401 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0146.4-6746 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2336.5-7620 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0002.0-6722 : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:51:24 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:51:24 INFO GTAnalysis.fit(): Starting fit.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Drm_Cache::update Measured counts < 0 3FGL J0023.9-7203 21 -3.92429e-11 6.86055e-11\n", "508.548 476.301 383.986 267.676 161.68 85.2989 39.7061 16.4355 5.9306 1.87763 0.52174 0.127727 0.0277026 0.00525312 0.00086478 0.000124394 1.56781e-05 1.73055e-06 1.67578e-07 1.42376e-08 1.05942e-09 6.86055e-11 \n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: UserWarning: \n", "The maximal number of iterations maxit (set to 20 by the program)\n", "allowed for finding a smoothing spline with fp=s has been reached: s\n", "too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " warnings.warn(message)\n", "2024-08-17 15:51:40 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-08-17 15:51:40 INFO GTAnalysis.fit(): LogLike: -73815.272 DeltaLogLike: 154.334 \n" ] }, { "data": { "text/plain": [ "{'fit_quality': 3,\n", " 'fit_status': 0,\n", " 'fit_success': True,\n", " 'dloglike': 154.33350336243166,\n", " 'edm': 0.00040817174676986245,\n", " 'loglike': -73815.27176892347,\n", " 'covariance': array([[ 4.98571048e-03, 4.07251389e-03, -2.54532021e-04,\n", " -5.78972632e-05, 1.77001865e-05, 3.75091363e-05,\n", " -1.21452409e-05, 1.67954117e-05, 1.30485290e-05,\n", " 9.50166404e-05, 1.01977968e-05, 4.96423895e-05,\n", " 1.55702488e-05, 4.74407335e-05, 2.57854615e-05,\n", " 2.75712397e-05, 2.82884366e-05, 2.24037483e-05,\n", " 1.78679609e-05, 3.26236510e-05, 1.88846184e-05,\n", " -1.86837634e-05, -3.89180313e-05, -1.07154762e-04],\n", " [ 4.07251389e-03, 1.88425372e-02, -4.94709427e-04,\n", " -7.57633023e-05, 2.37483063e-05, 4.83155053e-05,\n", " -1.25102366e-05, 2.08193908e-05, 2.69551614e-05,\n", " 1.76664373e-04, 6.24318465e-05, 7.44724284e-05,\n", " 3.37920653e-05, 4.82951204e-05, 3.62066614e-05,\n", " 4.90329536e-05, 6.45150368e-05, 2.30247459e-05,\n", " 2.98071894e-05, 2.66787585e-05, 3.92225864e-05,\n", " -9.21043632e-05, -8.08092265e-05, -2.55399335e-05],\n", " [-2.54532021e-04, -4.94709427e-04, 2.42814884e+00,\n", " 6.74241295e-01, 2.86690555e-04, 6.21833596e-04,\n", " -1.68568021e-04, -3.75295644e-04, -5.09985898e-04,\n", " 2.55642065e-03, 9.47281867e-04, 7.53719995e-04,\n", " 4.19538977e-04, 1.07843872e-03, 7.43424504e-04,\n", " 5.83741135e-04, 8.84447133e-04, 3.90170936e-04,\n", " 4.73678499e-04, 2.31274366e-04, 5.31518980e-04,\n", " -7.47119288e-04, -2.05556596e-03, -2.59554361e-03],\n", " [-5.78972632e-05, -7.57633023e-05, 6.74241295e-01,\n", " 2.44610902e-01, 3.45341096e-05, 7.88453536e-05,\n", " -1.48121171e-05, -6.93763722e-05, -8.27501964e-05,\n", " 3.87021084e-04, 2.43489755e-04, 1.97353130e-05,\n", " 6.03050388e-05, 1.28286915e-04, 1.16245874e-04,\n", " 6.01811569e-05, 1.46288940e-04, 2.48863968e-05,\n", " 6.78135444e-05, -6.42537969e-05, 8.03235455e-05,\n", " -1.42246537e-04, -4.52563942e-04, -3.41689285e-04],\n", " [ 1.77001865e-05, 2.37483063e-05, 2.86690555e-04,\n", " 3.45341096e-05, 2.98482327e-03, 9.28936792e-03,\n", " -3.42644770e-03, -1.48019110e-04, -2.05809063e-04,\n", " -1.42811266e-04, -5.28177780e-05, 3.13922485e-05,\n", " 1.65878012e-05, 4.06809152e-05, 2.75636024e-05,\n", " 1.87630613e-05, 2.89427589e-05, 8.88328461e-06,\n", " 9.60904560e-06, 5.72117820e-06, 1.52158553e-05,\n", " -2.30608221e-05, -7.65189956e-05, -1.04686804e-04],\n", " [ 3.75091363e-05, 4.83155053e-05, 6.21833596e-04,\n", " 7.88453536e-05, 9.28936792e-03, 3.46068811e-02,\n", " -1.40838200e-02, -2.90759521e-04, -4.66575801e-04,\n", " -3.22337842e-04, -1.34181327e-04, 2.51024854e-05,\n", " 2.46396805e-05, 9.80682675e-05, 6.60889055e-05,\n", " 2.20830456e-05, 4.89283655e-05, 1.58188741e-05,\n", " 1.66628937e-05, -9.02006881e-06, 2.34522705e-05,\n", " -2.97673621e-06, -2.13849556e-04, -3.43662039e-04],\n", " [-1.21452409e-05, -1.25102366e-05, -1.68568021e-04,\n", " -1.48121171e-05, -3.42644770e-03, -1.40838200e-02,\n", " 6.30834129e-03, 8.01970755e-05, 1.34732751e-04,\n", " 9.64608750e-05, 4.15845404e-05, -4.64048163e-08,\n", " -3.81981363e-06, -3.19115405e-05, -1.99368857e-05,\n", " -2.09455169e-06, -8.74809200e-06, -4.88820017e-06,\n", " -3.38777696e-06, 3.68086784e-06, -3.58826146e-06,\n", " -1.46351148e-05, 6.56431087e-05, 1.32233176e-04],\n", " [ 1.67954117e-05, 2.08193908e-05, -3.75295644e-04,\n", " -6.93763722e-05, -1.48019110e-04, -2.90759521e-04,\n", " 8.01970755e-05, 3.28629292e-03, 4.06709069e-03,\n", " -2.67355186e-06, -4.13432569e-06, 5.22590978e-05,\n", " 1.96893252e-05, 3.21446516e-05, 2.04969897e-05,\n", " 2.84422084e-05, 3.30135278e-05, 1.61053824e-05,\n", " 1.64205345e-05, 2.36642334e-05, 2.07913988e-05,\n", " -4.25468447e-05, -3.47143376e-05, -3.43962021e-05],\n", " [ 1.30485290e-05, 2.69551614e-05, -5.09985898e-04,\n", " -8.27501964e-05, -2.05809063e-04, -4.66575801e-04,\n", " 1.34732751e-04, 4.06709069e-03, 1.17841263e-02,\n", " 3.13755230e-06, 6.95020983e-06, 5.10869899e-05,\n", " 2.61919698e-05, 3.16228756e-05, 2.62823835e-05,\n", " 3.32850510e-05, 4.78726295e-05, 1.34905519e-05,\n", " 2.08847510e-05, 1.10568003e-05, 2.84003491e-05,\n", " -6.99617880e-05, -6.99566720e-05, -1.23203229e-05],\n", " [ 9.50166404e-05, 1.76664373e-04, 2.55642065e-03,\n", " 3.87021084e-04, -1.42811266e-04, -3.22337842e-04,\n", " 9.64608750e-05, -2.67355186e-06, 3.13755230e-06,\n", " 1.30266793e-02, 5.76991042e-03, -1.42127889e-04,\n", " -5.66370936e-05, 1.62226137e-04, 1.31862669e-04,\n", " 2.17665453e-04, 2.82310679e-04, 8.73111851e-05,\n", " 1.21739476e-04, 1.11517198e-04, 1.67572332e-04,\n", " -4.56955040e-04, -2.84144002e-04, 1.08612143e-04],\n", " [ 1.01977968e-05, 6.24318465e-05, 9.47281867e-04,\n", " 2.43489755e-04, -5.28177780e-05, -1.34181327e-04,\n", " 4.15845404e-05, -4.13432569e-06, 6.95020983e-06,\n", " 5.76991042e-03, 3.72936210e-03, -3.74885149e-05,\n", " -1.41795605e-05, 3.56539860e-05, 4.91728841e-05,\n", " 6.32523985e-05, 1.11223754e-04, 1.07875460e-05,\n", " 4.20040470e-05, -1.84884026e-05, 6.16536171e-05,\n", " -1.88778330e-04, -1.84654595e-04, 8.56894141e-05],\n", " [ 4.96423895e-05, 7.44724284e-05, 7.53719995e-04,\n", " 1.97353130e-05, 3.13922485e-05, 2.51024854e-05,\n", " -4.64048163e-08, 5.22590978e-05, 5.10869899e-05,\n", " -1.42127889e-04, -3.74885149e-05, 3.73142150e-02,\n", " 1.32906663e-02, 5.16972452e-05, 3.61775588e-05,\n", " 1.31700623e-04, 1.32947857e-04, 5.22632564e-05,\n", " 5.50981708e-05, 1.20520621e-04, 8.36596892e-05,\n", " -2.69885501e-04, 4.01340517e-05, 2.85529918e-04],\n", " [ 1.55702488e-05, 3.37920653e-05, 4.19538977e-04,\n", " 6.03050388e-05, 1.65878012e-05, 2.46396805e-05,\n", " -3.81981363e-06, 1.96893252e-05, 2.61919698e-05,\n", " -5.66370936e-05, -1.41795605e-05, 1.32906663e-02,\n", " 1.22798456e-02, 2.17516790e-05, 2.06135956e-05,\n", " 4.95771637e-05, 6.03621865e-05, 1.65273709e-05,\n", " 2.41889816e-05, 2.86961452e-05, 3.62065805e-05,\n", " -1.14850906e-04, -2.88120068e-05, 9.79975229e-05],\n", " [ 4.74407335e-05, 4.82951204e-05, 1.07843872e-03,\n", " 1.28286915e-04, 4.06809152e-05, 9.80682675e-05,\n", " -3.19115405e-05, 3.21446516e-05, 3.16228756e-05,\n", " 1.62226137e-04, 3.56539860e-05, 5.16972452e-05,\n", " 2.17516790e-05, 9.38070891e-03, 8.10022834e-03,\n", " 3.53648266e-05, 4.65696083e-05, 3.56614185e-05,\n", " 3.18687802e-05, 3.18286785e-05, 2.97170675e-05,\n", " -4.77780692e-06, -1.32107471e-04, -2.87817571e-04],\n", " [ 2.57854615e-05, 3.62066614e-05, 7.43424504e-04,\n", " 1.16245874e-04, 2.75636024e-05, 6.60889055e-05,\n", " -1.99368857e-05, 2.04969897e-05, 2.62823835e-05,\n", " 1.31862669e-04, 4.91728841e-05, 3.61775588e-05,\n", " 2.06135956e-05, 8.10022834e-03, 1.31256456e-02,\n", " 2.87686303e-05, 4.41209336e-05, 1.98572047e-05,\n", " 2.41027047e-05, 1.09625334e-05, 2.65190273e-05,\n", " -3.54352661e-05, -1.05750507e-04, -1.36802157e-04],\n", " [ 2.75712397e-05, 4.90329536e-05, 5.83741135e-04,\n", " 6.01811569e-05, 1.87630613e-05, 2.20830456e-05,\n", " -2.09455169e-06, 2.84422084e-05, 3.32850510e-05,\n", " 2.17665453e-04, 6.32523985e-05, 1.31700623e-04,\n", " 4.95771637e-05, 3.53648266e-05, 2.87686303e-05,\n", " 7.11364841e-03, 9.58417860e-03, -4.88274689e-06,\n", " -2.81722105e-06, -4.90622609e-04, -4.53545618e-04,\n", " -1.64150264e-04, -1.94224690e-05, 1.41485729e-04],\n", " [ 2.82884366e-05, 6.45150368e-05, 8.84447133e-04,\n", " 1.46288940e-04, 2.89427589e-05, 4.89283655e-05,\n", " -8.74809200e-06, 3.30135278e-05, 4.78726295e-05,\n", " 2.82310679e-04, 1.11223754e-04, 1.32947857e-04,\n", " 6.03621865e-05, 4.65696083e-05, 4.41209336e-05,\n", " 9.58417860e-03, 2.27429070e-02, -8.65248532e-06,\n", " -1.90985927e-06, -4.30218150e-04, -5.67254919e-04,\n", " -2.00628633e-04, -8.87877732e-05, 1.30761586e-04],\n", " [ 2.24037483e-05, 2.30247459e-05, 3.90170936e-04,\n", " 2.48863968e-05, 8.88328461e-06, 1.58188741e-05,\n", " -4.88820017e-06, 1.61053824e-05, 1.34905519e-05,\n", " 8.73111851e-05, 1.07875460e-05, 5.22632564e-05,\n", " 1.65273709e-05, 3.56614185e-05, 1.98572047e-05,\n", " -4.88274689e-06, -8.65248532e-06, 3.90067021e-03,\n", " 1.49193303e-03, -1.06687376e-05, -1.49090030e-05,\n", " -3.32588204e-05, -2.15483042e-05, -4.87914585e-05],\n", " [ 1.78679609e-05, 2.98071894e-05, 4.73678499e-04,\n", " 6.78135444e-05, 9.60904560e-06, 1.66628937e-05,\n", " -3.38777696e-06, 1.64205345e-05, 2.08847510e-05,\n", " 1.21739476e-04, 4.20040470e-05, 5.50981708e-05,\n", " 2.41889816e-05, 3.18687802e-05, 2.41027047e-05,\n", " -2.81722105e-06, -1.90985927e-06, 1.49193303e-03,\n", " 8.62340969e-03, -1.64081890e-05, -1.34059726e-05,\n", " -6.89088566e-05, -5.00911622e-05, -3.38388902e-06],\n", " [ 3.26236510e-05, 2.66787585e-05, 2.31274366e-04,\n", " -6.42537969e-05, 5.72117820e-06, -9.02006881e-06,\n", " 3.68086784e-06, 2.36642334e-05, 1.10568003e-05,\n", " 1.11517198e-04, -1.84884026e-05, 1.20520621e-04,\n", " 2.86961452e-05, 3.18286785e-05, 1.09625334e-05,\n", " -4.90622609e-04, -4.30218150e-04, -1.06687376e-05,\n", " -1.64081890e-05, 2.55714818e-02, -5.24793824e-03,\n", " -8.15057385e-05, 7.06541623e-05, 7.82582840e-05],\n", " [ 1.88846184e-05, 3.92225864e-05, 5.31518980e-04,\n", " 8.03235455e-05, 1.52158553e-05, 2.34522705e-05,\n", " -3.58826146e-06, 2.07913988e-05, 2.84003491e-05,\n", " 1.67572332e-04, 6.16536171e-05, 8.36596892e-05,\n", " 3.62065805e-05, 2.97170675e-05, 2.65190273e-05,\n", " -4.53545618e-04, -5.67254919e-04, -1.49090030e-05,\n", " -1.34059726e-05, -5.24793824e-03, 9.82307515e-03,\n", " -1.20664981e-04, -4.70839462e-05, 7.78580913e-05],\n", " [-1.86837634e-05, -9.21043632e-05, -7.47119288e-04,\n", " -1.42246537e-04, -2.30608221e-05, -2.97673621e-06,\n", " -1.46351148e-05, -4.25468447e-05, -6.99617880e-05,\n", " -4.56955040e-04, -1.88778330e-04, -2.69885501e-04,\n", " -1.14850906e-04, -4.77780692e-06, -3.54352661e-05,\n", " -1.64150264e-04, -2.00628633e-04, -3.32588204e-05,\n", " -6.89088566e-05, -8.15057385e-05, -1.20664981e-04,\n", " 4.47954799e-04, 1.42452741e-05, -6.26032629e-04],\n", " [-3.89180313e-05, -8.08092265e-05, -2.05556596e-03,\n", " -4.52563942e-04, -7.65189956e-05, -2.13849556e-04,\n", " 6.56431087e-05, -3.47143376e-05, -6.99566720e-05,\n", " -2.84144002e-04, -1.84654595e-04, 4.01340517e-05,\n", " -2.88120068e-05, -1.32107471e-04, -1.05750507e-04,\n", " -1.94224690e-05, -8.87877732e-05, -2.15483042e-05,\n", " -5.00911622e-05, 7.06541623e-05, -4.70839462e-05,\n", " 1.42452741e-05, 4.23523229e-04, 5.18007943e-04],\n", " [-1.07154762e-04, -2.55399335e-05, -2.59554361e-03,\n", " -3.41689285e-04, -1.04686804e-04, -3.43662039e-04,\n", " 1.32233176e-04, -3.43962021e-05, -1.23203229e-05,\n", " 1.08612143e-04, 8.56894141e-05, 2.85529918e-04,\n", " 9.79975229e-05, -2.87817571e-04, -1.36802157e-04,\n", " 1.41485729e-04, 1.30761586e-04, -4.87914585e-05,\n", " -3.38388902e-06, 7.82582840e-05, 7.78580913e-05,\n", " -6.26032629e-04, 5.18007943e-04, 1.86206151e-03]]),\n", " 'correlation': array([[ 1.00000000e+00, 4.20174175e-01, -2.31334948e-03,\n", " -1.65789340e-03, 4.58833379e-03, 2.85556668e-03,\n", " -2.16563378e-03, 4.14929191e-03, 1.70235188e-03,\n", " 1.17901487e-02, 2.36496952e-03, 3.63958608e-03,\n", " 1.98991979e-03, 6.93697354e-03, 3.18750624e-03,\n", " 4.62963303e-03, 2.65657714e-03, 5.08027872e-03,\n", " 2.72503419e-03, 2.88928969e-03, 2.69849087e-03,\n", " -1.25021221e-02, -2.67823523e-02, -3.51682646e-02],\n", " [ 4.20174175e-01, 1.00000000e+00, -2.31282537e-03,\n", " -1.11596687e-03, 3.16667607e-03, 1.89206305e-03,\n", " -1.14746181e-03, 2.64572798e-03, 1.80893746e-03,\n", " 1.12761910e-02, 7.44764921e-03, 2.80859210e-03,\n", " 2.22151163e-03, 3.63258455e-03, 2.30228166e-03,\n", " 4.23518285e-03, 3.11650818e-03, 2.68568787e-03,\n", " 2.33836244e-03, 1.21539649e-03, 2.88298780e-03,\n", " -3.17024931e-02, -2.86057041e-02, -4.31174491e-03],\n", " [-2.31334948e-03, -2.31282537e-03, 1.00000000e+00,\n", " 8.74862480e-01, 3.36756838e-03, 2.14513831e-03,\n", " -1.36200890e-03, -4.20129073e-03, -3.01489243e-03,\n", " 1.43740054e-02, 9.95461105e-03, 2.50400522e-03,\n", " 2.42961919e-03, 7.14562120e-03, 4.16427002e-03,\n", " 4.44156935e-03, 3.76366741e-03, 4.00910699e-03,\n", " 3.27345602e-03, 9.28136602e-04, 3.44157621e-03,\n", " -2.26534942e-02, -6.40995747e-02, -3.86005655e-02],\n", " [-1.65789340e-03, -1.11596687e-03, 8.74862480e-01,\n", " 1.00000000e+00, 1.27805943e-03, 8.56952935e-04,\n", " -3.77069705e-04, -2.44692437e-03, -1.54128317e-03,\n", " 6.85614288e-03, 8.06167921e-03, 2.06570814e-04,\n", " 1.10032060e-03, 2.67809899e-03, 2.05153678e-03,\n", " 1.44270132e-03, 1.96132969e-03, 8.05665007e-04,\n", " 1.47651897e-03, -8.12424374e-04, 1.63863125e-03,\n", " -1.35889751e-02, -4.44634776e-02, -1.60101885e-02],\n", " [ 4.58833379e-03, 3.16667607e-03, 3.36756838e-03,\n", " 1.27805943e-03, 1.00000000e+00, 9.13998795e-01,\n", " -7.89636483e-01, -4.72612652e-02, -3.47021587e-02,\n", " -2.29026796e-02, -1.58308247e-02, 2.97458208e-03,\n", " 2.73988957e-03, 7.68800353e-03, 4.40368584e-03,\n", " 4.07191017e-03, 3.51283401e-03, 2.60342247e-03,\n", " 1.89400636e-03, 6.54859628e-04, 2.81004533e-03,\n", " -1.99433623e-02, -6.80567699e-02, -4.44053828e-02],\n", " [ 2.85556668e-03, 1.89206305e-03, 2.14513831e-03,\n", " 8.56952935e-04, 9.13998795e-01, 1.00000000e+00,\n", " -9.53194760e-01, -2.72646281e-02, -2.31042719e-02,\n", " -1.51814482e-02, -1.18111878e-02, 6.98551352e-04,\n", " 1.19524625e-03, 5.44288856e-03, 3.10089451e-03,\n", " 1.40744535e-03, 1.74404019e-03, 1.36152219e-03,\n", " 9.64560966e-04, -3.03214993e-04, 1.27197897e-03,\n", " -7.56035212e-04, -5.58584017e-02, -4.28107977e-02],\n", " [-2.16563378e-03, -1.14746181e-03, -1.36200890e-03,\n", " -3.77069705e-04, -7.89636483e-01, -9.53194760e-01,\n", " 1.00000000e+00, 1.76135868e-02, 1.56266862e-02,\n", " 1.06408604e-02, 8.57347802e-03, -3.02460254e-06,\n", " -4.33998401e-04, -4.14832094e-03, -2.19098494e-03,\n", " -3.12670777e-04, -7.30352908e-04, -9.85420913e-04,\n", " -4.59322489e-04, 2.89810881e-04, -4.55829845e-04,\n", " -8.70605579e-03, 4.01599286e-02, 3.85820969e-02],\n", " [ 4.14929191e-03, 2.64572798e-03, -4.20129073e-03,\n", " -2.44692437e-03, -4.72612652e-02, -2.72646281e-02,\n", " 1.76135868e-02, 1.00000000e+00, 6.53554829e-01,\n", " -4.08619056e-04, -1.18095751e-03, 4.71923515e-03,\n", " 3.09942580e-03, 5.78945600e-03, 3.12087669e-03,\n", " 5.88252770e-03, 3.81870238e-03, 4.49829869e-03,\n", " 3.08457010e-03, 2.58143596e-03, 3.65937434e-03,\n", " -3.50668798e-02, -2.94250446e-02, -1.39046591e-02],\n", " [ 1.70235188e-03, 1.80893746e-03, -3.01489243e-03,\n", " -1.54128317e-03, -3.47021587e-02, -2.31042719e-02,\n", " 1.56266862e-02, 6.53554829e-01, 1.00000000e+00,\n", " 2.53235985e-04, 1.04841191e-03, 2.43626466e-03,\n", " 2.17732378e-03, 3.00770222e-03, 2.11327355e-03,\n", " 3.63541784e-03, 2.92425742e-03, 1.98980908e-03,\n", " 2.07176789e-03, 6.36946307e-04, 2.63967982e-03,\n", " -3.04505478e-02, -3.13142367e-02, -2.63012497e-03],\n", " [ 1.17901487e-02, 1.12761910e-02, 1.43740054e-02,\n", " 6.85614288e-03, -2.29026796e-02, -1.51814482e-02,\n", " 1.06408604e-02, -4.08619056e-04, 2.53235985e-04,\n", " 1.00000000e+00, 8.27818129e-01, -6.44651932e-03,\n", " -4.47803666e-03, 1.46752712e-02, 1.00842746e-02,\n", " 2.26113476e-02, 1.64016469e-02, 1.22485141e-02,\n", " 1.14861651e-02, 6.11008203e-03, 1.48136377e-02,\n", " -1.89164447e-01, -1.20971486e-01, 2.20528392e-02],\n", " [ 2.36496952e-03, 7.44764921e-03, 9.95461105e-03,\n", " 8.06167921e-03, -1.58308247e-02, -1.18111878e-02,\n", " 8.57347802e-03, -1.18095751e-03, 1.04841191e-03,\n", " 8.27818129e-01, 1.00000000e+00, -3.17792618e-03,\n", " -2.09531364e-03, 6.02799639e-03, 7.02826403e-03,\n", " 1.22804286e-02, 1.20769505e-02, 2.82836705e-03,\n", " 7.40686364e-03, -1.89323344e-03, 1.01863255e-02,\n", " -1.46055450e-01, -1.46927884e-01, 3.25171808e-02],\n", " [ 3.63958608e-03, 2.80859210e-03, 2.50400522e-03,\n", " 2.06570814e-04, 2.97458208e-03, 6.98551352e-04,\n", " -3.02460254e-06, 4.71923515e-03, 2.43626466e-03,\n", " -6.44651932e-03, -3.17792618e-03, 1.00000000e+00,\n", " 6.20887829e-01, 2.76320062e-03, 1.63471394e-03,\n", " 8.08359367e-03, 4.56374320e-03, 4.33201243e-03,\n", " 3.07157070e-03, 3.90163158e-03, 4.36973760e-03,\n", " -6.60123665e-02, 1.00957185e-02, 3.42544859e-02],\n", " [ 1.98991979e-03, 2.22151163e-03, 2.42961919e-03,\n", " 1.10032060e-03, 2.73988957e-03, 1.19524625e-03,\n", " -4.33998401e-04, 3.09942580e-03, 2.17732378e-03,\n", " -4.47803666e-03, -2.09531364e-03, 6.20887829e-01,\n", " 1.00000000e+00, 2.02664883e-03, 1.62366699e-03,\n", " 5.30443370e-03, 3.61198154e-03, 2.38801859e-03,\n", " 2.35061564e-03, 1.61938145e-03, 3.29660812e-03,\n", " -4.89689593e-02, -1.26339292e-02, 2.04937594e-02],\n", " [ 6.93697354e-03, 3.63258455e-03, 7.14562120e-03,\n", " 2.67809899e-03, 7.68800353e-03, 5.44288856e-03,\n", " -4.14832094e-03, 5.78945600e-03, 3.00770222e-03,\n", " 1.46752712e-02, 6.02799639e-03, 2.76320062e-03,\n", " 2.02664883e-03, 1.00000000e+00, 7.29993671e-01,\n", " 4.32919855e-03, 3.18831900e-03, 5.89537137e-03,\n", " 3.54330144e-03, 2.05505207e-03, 3.09573935e-03,\n", " -2.33073914e-03, -6.62782347e-02, -6.88656201e-02],\n", " [ 3.18750624e-03, 2.30228166e-03, 4.16427002e-03,\n", " 2.05153678e-03, 4.40368584e-03, 3.10089451e-03,\n", " -2.19098494e-03, 3.12087669e-03, 2.11327355e-03,\n", " 1.00842746e-02, 7.02826403e-03, 1.63471394e-03,\n", " 1.62366699e-03, 7.29993671e-01, 1.00000000e+00,\n", " 2.97723181e-03, 2.55364997e-03, 2.77516084e-03,\n", " 2.26550974e-03, 5.98373902e-04, 2.33546585e-03,\n", " -1.46136353e-02, -4.48521746e-02, -2.76716844e-02],\n", " [ 4.62963303e-03, 4.23518285e-03, 4.44156935e-03,\n", " 1.44270132e-03, 4.07191017e-03, 1.40744535e-03,\n", " -3.12670777e-04, 5.88252770e-03, 3.63541784e-03,\n", " 2.26113476e-02, 1.22804286e-02, 8.08359367e-03,\n", " 5.30443370e-03, 4.32919855e-03, 2.97723181e-03,\n", " 1.00000000e+00, 7.53504261e-01, -9.26933114e-04,\n", " -3.59695676e-04, -3.63767095e-02, -5.42564087e-02,\n", " -9.19556229e-02, -1.11897304e-02, 3.88749127e-02],\n", " [ 2.65657714e-03, 3.11650818e-03, 3.76366741e-03,\n", " 1.96132969e-03, 3.51283401e-03, 1.74404019e-03,\n", " -7.30352908e-04, 3.81870238e-03, 2.92425742e-03,\n", " 1.64016469e-02, 1.20769505e-02, 4.56374320e-03,\n", " 3.61198154e-03, 3.18831900e-03, 2.55364997e-03,\n", " 7.53504261e-01, 1.00000000e+00, -9.18646165e-04,\n", " -1.36376289e-04, -1.78397101e-02, -3.79517276e-02,\n", " -6.28568815e-02, -2.86082676e-02, 2.00937124e-02],\n", " [ 5.08027872e-03, 2.68568787e-03, 4.00910699e-03,\n", " 8.05665007e-04, 2.60342247e-03, 1.36152219e-03,\n", " -9.85420913e-04, 4.49829869e-03, 1.98980908e-03,\n", " 1.22485141e-02, 2.82836705e-03, 4.33201243e-03,\n", " 2.38801859e-03, 5.89537137e-03, 2.77516084e-03,\n", " -9.26933114e-04, -9.18646165e-04, 1.00000000e+00,\n", " 2.57241008e-01, -1.06823172e-03, -2.40854770e-03,\n", " -2.51605499e-02, -1.67650504e-02, -1.81041097e-02],\n", " [ 2.72503419e-03, 2.33836244e-03, 3.27345602e-03,\n", " 1.47651897e-03, 1.89400636e-03, 9.64560966e-04,\n", " -4.59322489e-04, 3.08457010e-03, 2.07176789e-03,\n", " 1.14861651e-02, 7.40686364e-03, 3.07157070e-03,\n", " 2.35061564e-03, 3.54330144e-03, 2.26550974e-03,\n", " -3.59695676e-04, -1.36376289e-04, 2.57241008e-01,\n", " 1.00000000e+00, -1.10495144e-03, -1.45658249e-03,\n", " -3.50605268e-02, -2.62109633e-02, -8.44460986e-04],\n", " [ 2.88928969e-03, 1.21539649e-03, 9.28136602e-04,\n", " -8.12424374e-04, 6.54859628e-04, -3.03214993e-04,\n", " 2.89810881e-04, 2.58143596e-03, 6.36946307e-04,\n", " 6.11008203e-03, -1.89323344e-03, 3.90163158e-03,\n", " 1.61938145e-03, 2.05505207e-03, 5.98373902e-04,\n", " -3.63767095e-02, -1.78397101e-02, -1.06823172e-03,\n", " -1.10495144e-03, 1.00000000e+00, -3.31121236e-01,\n", " -2.40820327e-02, 2.14694633e-02, 1.13411048e-02],\n", " [ 2.69849087e-03, 2.88298780e-03, 3.44157621e-03,\n", " 1.63863125e-03, 2.81004533e-03, 1.27197897e-03,\n", " -4.55829845e-04, 3.65937434e-03, 2.63967982e-03,\n", " 1.48136377e-02, 1.01863255e-02, 4.36973760e-03,\n", " 3.29660812e-03, 3.09573935e-03, 2.33546585e-03,\n", " -5.42564087e-02, -3.79517276e-02, -2.40854770e-03,\n", " -1.45658249e-03, -3.31121236e-01, 1.00000000e+00,\n", " -5.75228531e-02, -2.30839701e-02, 1.82046783e-02],\n", " [-1.25021221e-02, -3.17024931e-02, -2.26534942e-02,\n", " -1.35889751e-02, -1.99433623e-02, -7.56035212e-04,\n", " -8.70605579e-03, -3.50668798e-02, -3.04505478e-02,\n", " -1.89164447e-01, -1.46055450e-01, -6.60123665e-02,\n", " -4.89689593e-02, -2.33073914e-03, -1.46136353e-02,\n", " -9.19556229e-02, -6.28568815e-02, -2.51605499e-02,\n", " -3.50605268e-02, -2.40820327e-02, -5.75228531e-02,\n", " 1.00000000e+00, 3.27050710e-02, -6.85461175e-01],\n", " [-2.67823523e-02, -2.86057041e-02, -6.40995747e-02,\n", " -4.44634776e-02, -6.80567699e-02, -5.58584017e-02,\n", " 4.01599286e-02, -2.94250446e-02, -3.13142367e-02,\n", " -1.20971486e-01, -1.46927884e-01, 1.00957185e-02,\n", " -1.26339292e-02, -6.62782347e-02, -4.48521746e-02,\n", " -1.11897304e-02, -2.86082676e-02, -1.67650504e-02,\n", " -2.62109633e-02, 2.14694633e-02, -2.30839701e-02,\n", " 3.27050710e-02, 1.00000000e+00, 5.83311838e-01],\n", " [-3.51682646e-02, -4.31174491e-03, -3.86005655e-02,\n", " -1.60101885e-02, -4.44053828e-02, -4.28107977e-02,\n", " 3.85820969e-02, -1.39046591e-02, -2.63012497e-03,\n", " 2.20528392e-02, 3.25171808e-02, 3.42544859e-02,\n", " 2.04937594e-02, -6.88656201e-02, -2.76716844e-02,\n", " 3.88749127e-02, 2.00937124e-02, -1.81041097e-02,\n", " -8.44460986e-04, 1.13411048e-02, 1.82046783e-02,\n", " -6.85461175e-01, 5.83311838e-01, 1.00000000e+00]]),\n", " 'values': array([0.40873049, 1.97712566, 2.61760355, 3.28600754, 0.59437064,\n", " 1.1738829 , 0.58513717, 0.45812393, 2.32763903, 1.353692 ,\n", " 2.45898536, 1.13309978, 1.95233296, 0.66407893, 2.35321718,\n", " 0.39179202, 2.28983575, 0.59760462, 2.01578901, 1.40372793,\n", " 2.01286481, 1.09425086, 0.04635347, 0.68354775]),\n", " 'errors': array([0.07060956, 0.13726812, 1.55825185, 0.49458154, 0.05463354,\n", " 0.18602925, 0.07942507, 0.0573262 , 0.10855472, 0.11413448,\n", " 0.0610685 , 0.19316888, 0.11081446, 0.09685406, 0.11456721,\n", " 0.08434245, 0.15080752, 0.06245535, 0.09286232, 0.15991086,\n", " 0.09911143, 0.02116494, 0.02057968, 0.04315161]),\n", " 'indices': array([ 0, 1, 3, 4, 6, 7, 8, 10, 11, 13, 14, 16, 17, 19, 20, 22, 23,\n", " 25, 26, 28, 29, 31, 32, 34]),\n", " 'is_norm': array([ True, False, True, False, True, False, False, True, False,\n", " True, False, True, False, True, False, True, False, True,\n", " False, True, False, True, False, True]),\n", " 'src_names': ['3FGL J0002.0-6722',\n", " '3FGL J0002.0-6722',\n", " '3FGL J0021.6-6835',\n", " '3FGL J0021.6-6835',\n", " '3FGL J0023.9-7203',\n", " '3FGL J0023.9-7203',\n", " '3FGL J0023.9-7203',\n", " '3FGL J0029.1-7045',\n", " '3FGL J0029.1-7045',\n", " '3FGL J0059.0-7242e',\n", " '3FGL J0059.0-7242e',\n", " '3FGL J0112.9-7506',\n", " '3FGL J0112.9-7506',\n", " '3FGL J0146.4-6746',\n", " '3FGL J0146.4-6746',\n", " '3FGL J2336.5-7620',\n", " '3FGL J2336.5-7620',\n", " '3FGL J2338.7-7401',\n", " '3FGL J2338.7-7401',\n", " '3FGL J2351.9-7601',\n", " '3FGL J2351.9-7601',\n", " 'galdiff',\n", " 'galdiff',\n", " 'isodiff'],\n", " 'par_names': ['Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'norm',\n", " 'alpha',\n", " 'beta',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Prefactor',\n", " 'Index',\n", " 'Normalization'],\n", " 'config': {'optimizer': 'MINUIT',\n", " 'tol': 0.001,\n", " 'max_iter': 100,\n", " 'init_lambda': 0.0001,\n", " 'retries': 3,\n", " 'min_fit_quality': 2,\n", " 'verbosity': 0,\n", " 'covar': True,\n", " 'reoptimize': False},\n", " 'niter': 1}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gta.free_sources()\n", "gta.fit()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Output files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The current state of the ROI can be written at any point by calling write_roi." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:51:40 INFO GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/initial_00.xml...\n", "2024-08-17 15:51:40 INFO GTAnalysis.write_fits(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/initial.fits...\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %f cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "2024-08-17 15:51:56 INFO GTBinnedAnalysis.write_model_map(): Generating model map for component 00.\n", "2024-08-17 15:52:00 INFO GTAnalysis.write_roi(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/initial.npy...\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gta.write_roi('initial',make_plots=True,save_model_map=True)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The output file will contain all information about the state of the ROI as calculated up to that point in the analysis including model parameters and measured source characteristics (flux, TS, NPred). An XML model file will also be saved for each analysis component." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The output file can be read with load:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:03 INFO GTAnalysis.load_roi(): Loading ROI file: /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/initial.npy\n", "2024-08-17 15:52:03 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2024-08-17 15:52:14 INFO GTAnalysis.load_roi(): Finished Loading ROI\n" ] } ], "source": [ "gta.load_roi('initial')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using gta.print_model You have an overview of the sources and components present in the ROI." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:14 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "3FGL J0059.0-7242e 0.088 1.354 1.02e-05 2.46 631.43 1387.2 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 *\n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 *\n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 *\n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 *\n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 *\n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 *\n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n" ] } ], "source": [ "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Source Dictionary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The sources dictionary contains one element per source keyed to the source name. It is possible to have access to a lot of informations concerning each source of model." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3FGL J0059.0-7242e\n", "Name : 3FGL J0059.0-7242e\n", "Associations : ['3FGL J0059.0-7242e', 'SMC', '2FGL J0059.0-7242e']\n", "RA/DEC : 14.750/ -72.700\n", "GLON/GLAT : 302.145/ -44.417\n", "TS : 631.43\n", "Npred : 1387.21\n", "Flux : 3.407e-09 +/- 1.61e-10\n", "EnergyFlux : 1.02e-05 +/- 8.19e-07\n", "SpatialModel : SpatialMap\n", "SpectrumType : PowerLaw\n", "Spectral Parameters\n", "b'Prefactor' : 1.354e-11 +/- 1.141e-12\n", "b'Index' : -2.459 +/- -0.06107\n", "b'Scale' : 665.5 +/- nan\n", "302.1449479051668\n", "-44.41669737470087\n", "3.406737511517394e-09\n", "1387.206279433444\n" ] } ], "source": [ "print(gta.roi.sources[0].name) #NAME OF THE SOURCE\n", "print(gta.roi[gta.roi.sources[0].name]) #NAME OF THE SOURCE\n", "print(gta.roi[gta.roi.sources[0].name]['glon']) #Longitude OF THE SOURCE\n", "print(gta.roi[gta.roi.sources[0].name]['glat']) #Latitude OF THE SOURCE\n", "print(gta.roi[gta.roi.sources[0].name]['flux']) #Flux OF THE SOURCE\n", "print(gta.roi[gta.roi.sources[0].name]['npred']) #npred OF THE SOURCE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Other possible outputs are listed here [fermipy/sourcedictionary](http://fermipy.readthedocs.io/en/latest/output.html)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:14 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0059.0-7242e : ['Index']\n", "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: UserWarning: \n", "A theoretically impossible result was found during the iteration\n", "process for finding a smoothing spline with fp = s: s too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " warnings.warn(message)\n" ] } ], "source": [ "gta.free_shape(gta.roi.sources[0].name,free=False) #Free or fix the index\n", "gta.get_free_source_params(gta.roi.sources[0].name) #Free or fix parameters for a source\n", "gta.set_parameter(gta.roi.sources[0].name,par='Index',value=2.0,scale=-1.0,bounds=[-2.,5.]) #Change the value and bounds for a parameter of a source" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can always use gta.print_model() to have a summary of you model." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:15 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "3FGL J0059.0-7242e 0.088 1.354 4.79e+05 -2.00-1410013839029.03705007031198.9 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 *\n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 *\n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 *\n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 *\n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 *\n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 *\n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n" ] } ], "source": [ "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Customizing your model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ROIModel class is responsible for managing the source and diffuse components in the ROI. Configuration of the model is controlled with the model block of YAML configuration file." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "DIFFUSE AND ISOTROPIC TEMPLATES\n", "\n", "The simplest configuration uses a single file for the galactic and isotropic diffuse components. By default the galactic diffuse and isotropic components will be named galdiff and isodiff respectively. An alias for each component will also be created with the name of the mapcube or file spectrum. For instance the galactic diffuse can be referred to as galdiff or gll_iem_v06 in the following example." ] }, { "cell_type": "raw", "metadata": {}, "source": [ "model:\n", " src_roiwidth : 10.0\n", " galdiff : '$FERMI_DIFFUSE_DIR/gll_iem_v06.fits'\n", " isodiff : '$FERMI_DIFFUSE_DIR/isotropic_source_4years_P8V3.txt'\n", " catalogs : ['gll_psc_v14.fit']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To define two or more galactic diffuse components you can optionally define the galdiff and isodiff parameters as lists. A separate component will be generated for each element in the list with the name galdiffXX or isodiffXX where XX is an integer position in the list." ] }, { "cell_type": "raw", "metadata": {}, "source": [ "model:\n", " galdiff :\n", " - '$FERMI_DIFFUSE_DIR/diffuse_component0.fits'\n", " - '$FERMI_DIFFUSE_DIR/diffuse_component1.fits'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "SOURCE COMPONENT" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The list of sources for inclusion in the ROI model is set by defining a list of catalogs with the catalogs parameter. Catalog files can be in either XML or FITS format. Sources from the catalogs in this list that satisfy either the src_roiwidth or src_radius selections are added to the ROI model. If a source is defined in multiple catalogs the source definition from the last file in the catalogs list takes precedence." ] }, { "cell_type": "raw", "metadata": {}, "source": [ "model:\n", "\n", " src_radius: 5.0\n", " src_roiwidth: 10.0\n", " catalogs :\n", " - 'gll_psc_v16.fit'\n", " - 'extra_sources.xml'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Individual sources can also be defined within the configuration file with the sources parameter. This parameter contains a list of dictionaries that defines the spatial and spectral parameters of each source. The keys of the source dictionary map to the spectral and spatial source properties as they would be defined in the XML model file." ] }, { "cell_type": "raw", "metadata": {}, "source": [ "model:\n", " sources :\n", " - { name: 'SourceA', glon : 120.0, glat : -3.0,\n", " SpectrumType : 'PowerLaw', Index : 2.0, Scale : 1000, Prefactor : !!float 1e-11,\n", " SpatialModel: 'PointSource' }\n", " - { name: 'SourceB', glon : 122.0, glat : -3.0,\n", " SpectrumType : 'LogParabola', norm : !!float 1E-11, Scale : 1000, beta : 0.0,\n", " SpatialModel: 'PointSource' }\n", "model:\n", " sources :\n", " - { name: 'PointSource', glon : 120.0, glat : 0.0,\n", " SpectrumType : 'PowerLaw', Index : 2.0, Scale : 1000, Prefactor : !!float 1e-11,\n", " SpatialModel: 'PointSource' }\n", " - { name: 'DiskSource', glon : 120.0, glat : 0.0,\n", " SpectrumType : 'PowerLaw', Index : 2.0, Scale : 1000, Prefactor : !!float 1e-11,\n", " SpatialModel: 'RadialDisk', SpatialWidth: 1.0 }\n", " - { name: 'GaussSource', glon : 120.0, glat : 0.0,\n", " SpectrumType : 'PowerLaw', Index : 2.0, Scale : 1000, Prefactor : !!float 1e-11,\n", " SpatialModel: 'RadialGaussian', SpatialWidth: 1.0 }\n", " - { name: 'MapSource', glon : 120.0, glat : 0.0,\n", " SpectrumType : 'PowerLaw', Index : 2.0, Scale : 1000, Prefactor : !!float 1e-11,\n", " SpatialModel: 'SpatialTemplate', Spatial_Filename : 'template.fits' }" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or you can do it while you are running your script with:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:15 INFO GTAnalysis.delete_source(): Deleting source 3FGL J0059.0-7242e\n", "2024-08-17 15:52:15 INFO GTAnalysis.add_source(): Adding source SMC\n", "2024-08-17 15:52:16 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 1.000 2.29e-07 2.40 nan 30.6 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 *\n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 *\n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 *\n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 *\n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 *\n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 *\n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n" ] } ], "source": [ "gta.delete_source(gta.roi.sources[0].name)\n", "glon0 = gta.config['selection']['glon']\n", "glat0 = gta.config['selection']['glat']\n", "gta.add_source('SMC', dict(glon=glon0, glat=glat0, Index=dict(value=-2.4,scale=1.0,max=\"-1.\",min=\"-5.\"), Scale=dict(value=1e3,scale=1.0,max=\"1e5\",min=\"1e0\"), Prefactor=dict(value=1.0,scale=1e-13,max=\"10000.0\", min=\"0.0001\"), SpectrumType='PowerLaw'), free=True, init_source=True, save_source_maps=True)\n", "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All sources have nan because we have not done yet a fit do the ROI. Moreover in the model above all sources are fixed. In order to free the parameters of the source it's enough to make gta.free_sources()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:16 INFO GTAnalysis.free_source(): Freeing parameters for SMC : ['Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 1.000 2.29e-07 2.40 nan 30.6 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 *\n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 *\n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 *\n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 *\n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 *\n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 *\n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n" ] } ], "source": [ "gta.free_sources()\n", "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is also possible to free only the sources that are at a certain angular distance from a source. For example below we free the sources that are 2 degrees away from 3FGL J0322.5-3721:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0021.6-6835 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2351.9-7601 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2338.7-7401 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0146.4-6746 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2336.5-7620 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0002.0-6722 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 1.000 2.29e-07 2.40 nan 30.6 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 \n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 \n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 \n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 \n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 \n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 \n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 \n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n" ] } ], "source": [ "gta.free_sources(free=False)\n", "gta.free_sources(skydir=gta.roi[gta.roi.sources[0].name].skydir,distance=[3.0],free=True)\n", "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fit Roi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Source fitting with fermipy is generally performed with the optimize and fit methods.\n", "fit is a wrapper on the pyLikelihood fit method and performs a likelihood fit of all free parameters of the model. This method can be used to manually optimize of the model by calling it after freeing one or more source parameters." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:17 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 1.000 2.29e-07 2.40 nan 30.6 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 \n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 \n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 \n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 \n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 \n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 \n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 \n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0021.6-6835 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2351.9-7601 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2338.7-7401 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0146.4-6746 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2336.5-7620 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0002.0-6722 : ['Prefactor', 'Index']\n", "2024-08-17 15:52:17 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 1.000 2.29e-07 2.40 nan 30.6 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 *\n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 *\n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 *\n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 *\n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 *\n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 *\n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n", "2024-08-17 15:52:17 INFO GTAnalysis.fit(): Starting fit.\n", "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: UserWarning: \n", "The maximal number of iterations maxit (set to 20 by the program)\n", "allowed for finding a smoothing spline with fp=s has been reached: s\n", "too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " warnings.warn(message)\n", "2024-08-17 15:52:37 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-08-17 15:52:37 INFO GTAnalysis.fit(): LogLike: -74007.768 DeltaLogLike: 124.131 \n", "2024-08-17 15:52:37 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 16.743 1.54e-06 3.08 237.86 345.4 *\n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 *\n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 *\n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 *\n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 *\n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 *\n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 *\n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 *\n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 *\n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 *\n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 *\n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 *\n", "\n", "2024-08-17 15:52:37 INFO GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_firstfit_00.xml...\n", "2024-08-17 15:52:37 INFO GTAnalysis.write_fits(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_firstfit.fits...\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %f cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "2024-08-17 15:52:52 INFO GTBinnedAnalysis.write_model_map(): Generating model map for component 00.\n", "2024-08-17 15:52:56 INFO GTAnalysis.write_roi(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_firstfit.npy...\n" ] } ], "source": [ "gta.print_model()\n", "gta.free_sources(free=True)\n", "gta.print_model()\n", "first_fit=gta.fit()\n", "gta.print_model()\n", "gta.write_roi('SMC_firstfit',make_plots=True,save_model_map=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default fit will repeat the fit until a fit quality of 3 is obtained. After the fit returns all sources with free parameters will have their properties (flux, TS, NPred, etc.) updated in the ROIModel instance. The return value of the method is a dictionary containing the following diagnostic information about the fit." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The fit also accepts keyword arguments which can be used to configure its behavior at runtime:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3\n", "[0.0699129 0.14072903 1.95529083 0.72232346 0.05788474 0.19300621\n", " 0.08238668 0.05859081 0.11147626 0.2003707 0.11381507 0.0962689\n", " 0.11835215 0.08326141 0.15952346 0.06197247 0.09395016 0.15552586\n", " 0.09940695 2.08724337 0.16953986 0.02112606 0.01936971 0.04429132]\n", "-74007.76826368785\n", "[ 0.38044108 1.95000454 2.24442149 3.28059978 0.61376278 1.20944436\n", " 0.57544589 0.45570337 2.33070973 1.15558693 1.96447879 0.62764624\n", " 2.33430442 0.35032136 2.25046591 0.57271341 1.99675518 1.35003922\n", " 1.98995478 16.74347977 -3.08450717 1.1448052 0.03238419 0.69220955]\n" ] } ], "source": [ "print(first_fit['fit_quality'])\n", "print(first_fit['errors'])\n", "print(first_fit['loglike'])\n", "print(first_fit['values'])" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[b'Prefactor' b'Index' b'Scale' b'' b'' b'' b'' b'' b'' b'']\n", "[ 1.67434798e-12 -3.08450717e+00 1.00000000e+03 nan\n", " nan nan nan nan\n", " nan nan]\n", "[2.08724337e-13 1.69539860e-01 nan nan\n", " nan nan nan nan\n", " nan nan]\n" ] } ], "source": [ "print(gta.roi.sources[0]['param_names'])\n", "print(gta.roi.sources[0]['param_values'])\n", "print(gta.roi.sources[0]['param_errors'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The optimize method performs an automatic optimization of the ROI by fitting all sources with an iterative strategy. It is generally good practice to run this method once at the start of your analysis to ensure that all parameters are close to their global likelihood maxima." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:52:59 INFO GTAnalysis.load_roi(): Loading ROI file: /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/initial.npy\n", "2024-08-17 15:52:59 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2024-08-17 15:53:10 INFO GTAnalysis.load_roi(): Finished Loading ROI\n", "2024-08-17 15:53:10 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "3FGL J0059.0-7242e 0.088 1.354 1.02e-05 2.46 631.43 1387.2 *\n", "3FGL J0112.9-7506 2.572 1.133 2.16e-06 1.95 145.27 129.2 *\n", "3FGL J0023.9-7203 2.662 0.594 9.79e-06 2.70 5206.25 1799.4 *\n", "3FGL J0029.1-7045 3.008 0.458 2.07e-06 2.33 269.77 239.2 *\n", "3FGL J0021.6-6835 5.122 2.618 2.57e-07 3.29 16.47 57.1 *\n", "3FGL J2351.9-7601 5.495 1.404 2.85e-06 2.01 243.25 192.1 *\n", "3FGL J2338.7-7401 5.777 0.598 2.91e-06 2.02 294.33 187.1 *\n", "3FGL J0146.4-6746 6.423 0.664 1.76e-06 2.35 256.39 201.6 *\n", "3FGL J2336.5-7620 6.454 0.392 1.28e-06 2.29 112.83 135.9 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.14 95.4 *\n", "isodiff --- 0.684 0.0214 2.12 713.57 6220.2 *\n", "galdiff --- 1.094 0.134 0.05 7041.53 17811.3 *\n", "\n" ] } ], "source": [ "gta.load_roi('initial')\n", "gta.print_model()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:53:10 INFO GTAnalysis.load_roi(): Loading ROI file: /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_firstfit.npy\n", "2024-08-17 15:53:10 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2024-08-17 15:53:22 INFO GTAnalysis.load_roi(): Finished Loading ROI\n", "2024-08-17 15:53:22 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 16.743 1.54e-06 3.08 237.86 345.4 *\n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 *\n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 *\n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 *\n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 *\n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 *\n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 *\n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 *\n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 *\n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 *\n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 *\n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 *\n", "\n" ] } ], "source": [ "gta.load_roi('SMC_firstfit')\n", "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## TS Map" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "tsmap() generates a test statistic (TS) map for an additional source component centered at each spatial bin in the ROI. The methodology is similar to that of the gttsmap ST application but with the following approximations:\n", "\n", "* Evaluation of the likelihood is limited to pixels in the vicinity of the test source position.\n", "* The background model is fixed when fitting the test source amplitude.\n", "\n", "TS Cube is a related method that can also be used to generate TS maps as well as cubes (TS vs. position and energy)." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:53:22 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-08-17 15:53:23 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-08-17 15:53:37 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-08-17 15:53:51 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/TSmap_start_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-08-17 15:53:51 INFO GTAnalysis.tsmap(): Execution time: 29.63 s\n" ] } ], "source": [ "plt.clf()\n", "tsmap_postfit = gta.tsmap(prefix='TSmap_start',make_plots=True,write_fits=True,write_npy=True)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABKYAAAH4CAYAAABwouXGAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8fJSN1AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd3wVVfq4n5lbk5seAgkEQpGiFGkqKig27L2u7tp117Kurrrrqqvub227umv9uvauiCJYsYGIIIIgIEjvvYT0cvvM74+5U+7NvclNckNCOM/nc2Eyc+bMOzNnZt7znvd9j6SqqopAIBAIBAKBQCAQCAQCgUCwj5HbWwCBQCAQCAQCgUAgEAgEAsGBiTBMCQQCgUAgEAgEAoFAIBAI2gVhmBIIBAKBQCAQCAQCgUAgELQLwjAlEAgEAoFAIBAIBAKBQCBoF4RhSiAQCAQCgUAgEAgEAoFA0C4Iw5RAIBAIBAKBQCAQCAQCgaBdEIYpgUAgEAgEAoFAIBAIBAJBuyAMUwKBQCAQCAQCgUAgEAgEgnZBGKYEAoFAIBAIBAKBQCAQCATtgjBMCQQCgUAg2G/47rvvkCQp7m/evHntLZ5AIBAIBAJBh6Ompoa//OUvTJgwgYKCAiRJ4oEHHohbdtGiRZx44olkZGSQk5PDeeedx4YNG+KWfeaZZxg0aBAul4s+ffrwj3/8g2Aw2Gz5hGFKIBAIBALBfsfDDz/Mjz/+GPUbMmRIe4slEAgEAoFA0OEoKyvjxRdfxO/3c8455yQst2rVKsaPH08gEOD999/n1VdfZc2aNYwbN47S0tKosg899BB/+tOfOO+88/jqq6+48cYbefjhh7npppuaLZ+92XsIBAKBQCAQtDP9+/dnzJgx7S2GQCAQCAQCQYenpKSEiooKJEli7969vPzyy3HL3XfffbhcLj777DOysrIAGDVqFP379+fxxx/nX//6F6AZuh588EGuu+46Hn74YQDGjx9PMBjk3nvv5dZbb+WQQw5JWj7hMSUQCAQCgUAgEAgEAoFA0EnR0x40RigU4rPPPuP88883jFKgGbWOO+44pk6daqz78ssv8fl8XHXVVVF1XHXVVaiqykcffdQs+YTHlEAgEAgEgibx+XwEAoE2qVtV1QbKksvlwuVyJdznpptu4pJLLiE9PZ0jjzySv//974wdO7ZN5BMIBAKBQCBoLh1Nd2qK9evX4/V6GTZsWINtw4YN45tvvsHn8+F2u/n1118BGDp0aFS5oqIiunTpYmxPFmGYEggEAoFA0Cg+n48+fXqwa1d5m9SfkZFBbW1t1Lr7778/blLO7Oxs/vSnPzF+/Hjy8/NZt24djz32GOPHj+fzzz/n5JNPbhMZBQKBQCAQCJKlI+lOyVJWVgZAXl5eg215eXmoqkpFRQVFRUWUlZXhcrnweDxxy+p1JYswTAkEAoFAIGiUQCDArl3lbNr8PllZ6Smtu7q6nt4lF7F169Yot/FEI34jRoxgxIgRxt/jxo3j3HPPZejQofzlL38RhimBQCAQCATtTkfSnZpLYyF/1m3JlksGYZgSCAQCgUCQFFkZbrIy0lJbqaJodWdlRSlXzSEnJ4czzjiD559/Hq/XS1paimUUCAQCgUAgaAEdVXeKR35+PkBcb6fy8nIkSSInJ8co6/P5qK+vJz09vUHZUaNGNevYIvm5QCAQCASC/R5VVYHmj9AJBAKBQCAQCKBfv36kpaWxbNmyBtuWLVvGQQcdhNvtBszcUrFld+3axd69exkyZEizji0MUwKBQCAQCJJDUdrm10oqKir47LPPGD58uKEwCQQCgUAgELQ7HVR3iofdbufMM89kypQp1NTUGOu3bNnCzJkzOe+884x1p5xyCm63m9dffz2qjtdffx1JkjjnnHOad+zWCC4QCAQCgUCwL7n00kvp1asXo0ePpkuXLqxdu5b//Oc/7N69u4FyJBAIBAKBQCDQ+OKLL6irqzOMTitWrGDy5MkAnHbaaaSnp/OPf/yDww47jDPOOIO77roLn8/HfffdR5cuXbj99tuNuvLy8rj33nv5+9//Tl5eHhMmTGDBggU88MADXHvttRxyyCHNkk1Sdd93gUAgEAgEgjhUV1eTnZ1N+e4pZGU1nH2ldXXXkdftPKqqqpLKk/Doo48yadIkNm7cSG1tLXl5eYwdO5a//e1vHHbYYSmVTSAQCAQCgaAldCTdSad3795s3rw57raNGzfSu3dvAH7++Wf++te/8uOPP2K32zn++ON5/PHH6devX4P9nn76af7v//6PTZs2UVhYyFVXXcU999yDw+Fo1jkJw5RAIBAIBIJGMZSrXR+2jXJVeH6zlSuBQCAQCASCjorQnZqHyDElEAgEAoFAIBAIBAKBQCBoF0SOKYFAIBAIBMmhqKlPuKkIx22BQCAQCASdFKE7JYXwmBIIBAKBQCAQCAQCgUAgELQLwjAlEAjajEAgQP/+/TnjjDP2+bH/+9//4nA4WLVq1T4/tkDQadmPpjwWCAQCQUMkSWL8+PHtLYZAcOAgdKekEIYpgWA/JBwO89JLL3HssceSl5eHw+Gga9euDBs2jGuvvZZPPvmkTY//3XffIUkSDzzwQKPlnn76adavX8+DDz4IwOuvv44kSc366TT3nG+88Ua6du3KHXfckfLzFwgEAoFA0LnR9ZCSkhJ8Pl/cMr1790aSJEKhUNx99Z/NZqNLly6ccMIJvPfee/tCfIFAINivEDmmBIL9jHA4zBlnnMGXX35JTk4Op59+OsXFxZSXl7Nu3TreeustVq1axVlnndWuctbV1fHQQw9x6qmnMnz4cACGDx/O/fffH1Vu06ZNvPHGG5SUlHDllVfGrasl5+x2u7n11lv5y1/+wty5cznqqKPa6lQFggOHthil64SjfgKBoPOwZcsWnnzySe66665m76vrPMFgkNWrV/PRRx/x7bff8vPPP/PYY4+lWlSBQNAREbpTUgjDlECwnzFx4kS+/PJLDj30UGbNmkV2dnbU9oqKCn7++ed2ks7k3XffpbKyMsrYNHz4cMNIpfPdd9/xxhtv0Lt374QeWC0959/+9rf87W9/47nnnhOGKYFAIBAIBM0iNzcXSZJ45JFHuPbaa+nSpUuz9o/Va2bMmMFJJ53Ef//7X26++WZKSkpSKK1AIBDsv4hQPoFgP+OHH34A4Morr2xgoAFNiTrxxBOj1tXU1PDnP/+Z4uJi3G43gwYN4j//+Q8bNmxAkqQGnkpXXnklkiSxYcMGnnzySYYOHUpaWhrjx4/nyiuv5LjjjgPgH//4R5Sr+nfffWfU8corr5CWlpYSz62WnDNAUVERxxxzDJMnT6a6urrVcggEBzwiT4JAIDiASE9P5+9//zvV1dX84x//aHV9J5xwAoMGDUJRFBYsWABoxitdh3rzzTc57LDD8Hg89O7d29ivvr6eRx55hOHDh+PxeMjIyODII49k4sSJcY8TCAT45z//Sb9+/XC5XPTp04d7770Xv9/f6nMQCATNROhOSSE8pgSC/YyCggIA1qxZk1R5v9/PCSecwIIFCzj00EO57LLLqKys5MEHH2TWrFmN7nvLLbcwZ84cTj/9dE477TRsNhuHH344AG+88QbHHntsVAJNXYmqqqpiwYIFHHnkkbhcruafZAzNPWcrRx11FDNnzmTWrFmceeaZrZZFIDigUdtAGVI7n3IlEAg6DzfddBPPPvssL7zwAn/84x8ZMGBAq+pT1fjTvD/++ONMnz6dM888k+OPP57KykoAKisrOf7441m8eDGjRo3i6quvRlEUvvrqKy699FKWL19u5PLU67/ooov4+OOP6devHzfffDOBQIBXX32VpUuXtkp2gUDQAoTulBTCMCUQ7Gecf/75PProozz//PNUV1dz9tlnM3r0aPr06RO3/H/+8x8WLFjAeeedxwcffIAsa46Sd911F6NGjWr0WIsXL2bx4sUN6s7JyeGNN95g/PjxccPvfvzxRxRFabL+ZGnuOVs57LDDAPj++++FYUogEAgEAkGzcDgcPProo1x44YXcddddTJkypcV1zZw5kzVr1iBJEqNHj26w7ccff2TEiBFR62+99VYWL17M448/zu23326s9/l8nHPOOTz88MOcf/75xn4TJ07k448/ZsyYMcycORO32w1oXu66TiQQCAQdDRHKJxDsZxx66KG8++67FBYW8s4773DRRRfRt29funTpwvnnn8+0adOiyr/22mvIssy///1vwygF0KdPH2655ZZGj3XnnXcmZfyJZcuWLQB069at2fvGo7nnbKWwsBCArVu3pkQWgeBARlKVNvkJBAJBR+aCCy7gyCOPZOrUqcyZMyfp/R544AEeeOAB7rnnHi688EImTJiAoijceuutUaF6ANddd10Do1RZWRlvv/02hx12WJRRCrRJXv71r3+hqirvvvuusf61114D4OGHHzaMUgB5eXn8/e9/T1p2gUCQGoTulBzCY0og2A+54IILOPvss5k5cyZz5sxh8eLFzJkzhylTpjBlyhSuvvpqXn75ZWpra1m3bh09e/akX79+DeoZP358ozkTjjjiiBbJV1ZWBmi5n1JFsucsSVLUfnl5eQDs3bs3ZbIIBAKBQCA4sPjPf/7DUUcdxe233868efMa6Bvx0HUsSZLIyclh7NixXHPNNfz2t79tUDaezrVgwQLC4TDQMJE6aLP9AaxatcpYt2jRImRZZuzYsQ3KW9MvCAQCQUdCGKYEgv0Uh8PBhAkTmDBhAgDhcJgPP/yQq6++mldffZWzzjrLCKVL5LmkexMloqntiUhLSwM0N/NUksw5n3322VH7eL3eKJkEAkErEFMeCwSCA5QjjzySCy64gMmTJ/P+++9z8cUXN7lPonxS8Yinc+kDfQsWLDCSpcejtrbWWK6qqiIvLw+Hw5HUMQQCQRsjdKekEKF8AkEnwWazcdFFF3HbbbcB2pTE+gx2u3fvjrvPrl27Gq0zmdHAeHTt2hUwFaq2It45x6LLoMskEAgEAoFA0BIeffRRHA4Hf/vb3wgEAimtO57Opetxt912G6qqJvzNnDkzap/y8nLDm8pKU3qfQCAQtBfCMCUQdDIyMzMBbZQuMzOTgw46iO3bt7N+/foGZb/77rsWHcNmswEY7uWxDBs2DIh2LW9LrOcciy7D8OHD94ksAkGnRlHb5icQCAT7Af369ePGG29k48aNPPPMM21+vMMPPxxZlpk9e3bS+4wcORJFUeLmwmqp3icQCFqB0J2SQhimBIL9jIkTJ/LNN9+gxHHh3LVrFy+99BIAxxxzDABXXXUViqLw17/+NWqfjRs38vTTT7dIhvz8fCBxQvHBgwdTUFDAvHnzWlR/LM09Zyu6DMcdd1xKZBEIBAKBQHDgct9995GTk8NDDz0UFULXFnTt2pXLLruMhQsX8s9//pNQKNSgzPr169m4caPx91VXXQXAPffcE5VSoby8nAcffLBN5RUIBIKWInJMCQT7GfPnz+epp56isLCQsWPHGrPmbdy4kc8//xyv18vZZ5/NBRdcAMDtt9/ORx99xIcffsjIkSM5+eSTqaqqYtKkSRxzzDF88sknzZZh4MCB9OjRg/feew+Hw0GvXr2QJInf/e53lJSUIEkS5557Li+++CLLly9n8ODB+/ScdRRFYcaMGQwcOJAhQ4a0SgaBQIDIkyAQCA548vLyuPvuu/nLX/6yT4737LPPsnbtWu677z7eeustxo4dS7du3dixYwcrV65kwYIFTJw40dCNfvOb3zBp0iQ++eQThgwZwtlnn00wGGTy5MkcdthhcT3oBQJBGyJ0p6QQhimBYD/j9ttvp3///kyfPp2lS5fy1Vdf4fP5yM/PZ/z48Vx66aVceumlRq4Cl8vF9OnTeeCBB5g0aRJPPfUUvXv35t577+Xcc89tkWHKZrMxdepU7rrrLt5//31qampQVZWxY8dSUlICwI033siLL77Im2++yb/+9a99es4606dPZ/v27TzxxBOtOr5AIIgglCuBQCDglltu4bnnnmPTpk1tfqysrCxmzZrFiy++yLvvvsuHH36Iz+ejW7du9O/fnyeeeIKTTjrJKC9JEh988AGPPvoor7/+Os8++yxFRUVcddVV3Hfffbjd7jaXWSAQWBC6U1JIanOmixAIBJ2KTZs20adPH6644gpef/31lNd/8skn88svv7Bx48Z2mRXv/PPPZ9asWaxfv95IICoQCJpPdXU12dnZVKx4iazM9NTWXVNP7iHXUVVVRVZWVkrrFggEAoFAIGgPhO7UPESOKYFA0GY8/vjj7N27l+eee26fH3vJkiVMnTqVBx54QBilBIJUoaqgKin+ifExgUAgEAgEnRShOyWFMEwJBII2Y+jQobz66qvt4ja+c+dO/vnPf/KHP/xhnx9bIBAIBAKBQCAQCATJIQxTAkEzWb9+PX/+85/bW4z9hssvv5ybbrppnx/31FNP5Z577sFub5tUerfccgubN29uk7oF+w9PPvkkM2bMaG8x9h16noRU/wQCQadH6E8CEPqTQOhOQneKjzBMCQTNZPHixTz55JPtLUZK6N27N6qqtkl+qc7OM888w/Lly9tbDEE78//+3//j7bffbm8xBAKBoMPTmfQnQcsR+pNA6E6CeIhZ+QSCZpKZmYmYM0AAkJ6e2kSGgv0Pr9dLcXFxe4ux71BU7ZfqOgUCQadH6E8CHaE/HdgI3SlFdXYyhMeUQNBM9JkPlE7oQilIjkAgAEBGRkY7SyJobwKBAD179mxvMQQCgaDDI/QngdCfBCB0J0F8hMdUK1AUhR07dpCZmYkkSe0tjmAfod/rXbt2iQ/rAUplZSWgtYXq6ur2FUbQbiiKgqIoFBYWJmwHqqpSU1ND9+7dkeVOMBbUFnkNRCf1gELoTgcuQn8SCP1JkIzuBJ1MfxK6U1IIw1Qr2LFjh7D2HsD06NGjvUUQtDOjR49ubxEEHYCzzz67yTJbt27tHG7rahsoV2rnU64EiRG6k0DoTwKhPwmS0Z2gk+hPQndKCmGYagWZmZkAyHIukiTTN/M4AIoV84M7oSjNWJ6+0wfARnmTsW5D5SeRJTXykyL/gxZp6YwsB+LK0CfndK3Oys+B2AYqRX7NQ5azUJRaeqUdSb6zPxXBjWyq/x5J8miSqrWN7G3Gu3bJPMxY3luzwCKTtax2zsdm/ZHq8C4W173fYrmjj2/d32YsnZ77J2P5q+o3AAiFS+Ps47As69deBhQyMzM5ashlrF25iyr/esq8y1ogs36vZI7KugGAnfIWY+vGyq+M5VNy/gjAeT3Nx/X+LfNRlCBldb8QUmppaVTuoJyLjOU0VYv3rw/vZXXtJ7TuPqQC6zMhke05BIBzMs8wSvxaXw7Act8XxjpfYCupkd08fq+ck1HUEKW1P+MPV5CTk09lZXmUfPH3JaEs/XLOMZbXV06xlNX+H5J9qbG9O10B2MEeY50j8m4Iq0GWVr+V4FhNyxG/rJW2aAfWeytHlpVmHMvc/5zcOykNbuaH2kkpk7Uw+2hj2ReqAqCP3VSig5F3woATAkyZor3Du2aNMrYf7xoHwPeBn1DUELuqvze+FwLBgY75LKQBEm5nvvZX5H8Ah+wxloNKHQD1/lJjnT+4s4mj6O+B+Dk4HPYCre5QadztLUN7J2emlRhrarwbLdtDSdUiSaYnUeP6FtjkbADCSlWSMraMNGcvY9kb2BVZiqeXxn5/ovnd767j669nsndvGeFwRatkykjrpx3F0jmr85l6VF7GUABsstNYV1631lhuzfGd9m7GsiSZ+lfT7XLfI8ta+GSGu8hYF1a0e1fns8rrS/mxJcnMI6Wq9QD07duPHTt24PN5W1SnzZZrLMe7h9Z743Q09MoLh4PGsjewpcH2AwW9XShK6rzW9PcRgCRpfZZ0Vxdjnd7unGm1DBs2lFmzZuFydDW262203r8X0J5tX3CL0J8OIIRhqhXoLsmKUgVIrK2cCsBaS5k9tsuM5VxJU7ouyRthrHtJ0T7wpdU/0dAwJTE2WzNazK152dhHUeqN5U1V0yNL5q1McxbiC+5EVYO0pKOmvaQUtnh/YIt3LnqnUVOQ9Pr0jqSO3OBYe2t+jiypyJILlXBEJplopVFlVvUzJN+BjodKdGcX4//uOWONUj3TzY9UTqh3RM69kf1M5UKW7UiSC0myEwqVWmSSqa2tZfpPLxMOh4k2TLSkQywZL+9xrpHG2oNzhhjLflVTZl/caiqeO6u+x2rcamln3I35sq+WywDwGh/69jZMRR+7qm4lAPXuc411J+ZrRuDhvquNda/s/Efc/Vt2fAVQ2VL5Fdb2WVNTSXq6h/p6H2ZnQ28/ejuUiW6Tmjw9cjQD9gW5hxpHetq7EK9/q2U/iV+rJhrbV9nzADg541pj3bA8t7G8tNpOdKdHf0Z1mW1AOEbOhueblT4QAEUNElZ8EZmsdaYSXT6Flj372v4fVTzWwv0TU+ndZCwPSDsBhTDHZJudza9qVpHucbF9+wZAU3L3VM8ztr+HbojX3xF0mpAlSVGQUjzql+r6BB0b81nwAxK+wA4A43+AdJf5vMmy9o2028yBvmBY+3YpSnzDjTPS2QkEyyxrw8ZSMKSvN9+HkqQNSKlq/IHAptHeBTXedQm2J/cOUNU6i0yuRmUKG53K1L9fbLYsY1m/B9p67T5YO/g6kkUXVeMY4qZP/5yqqgrCYR+tlVmO3K90Z4GxzrocVDTDh89vDuiEw5VR0rYYy67hqHvT8d7zilIDgE3uY6yz2zSDkTURfb1/c8qPrapW45N2bcaMGcNnn32Oz+cnkeE4HrKs6e9WQ6OiNHw+AiHzfgcj9zvDYix2OlzGsjdg1dvi0biB2ygluRusU9XUG/pSid4uUtlmFcs5pzs1/VxvawChsB+AjIw0duzYBij4g7uM7dZljc6jPwndKTn284DNjoKCpvCYnZDmk9x+2kdEIbozF40k2XE79JGRxOWijx2vTinmfyu6d4MN3ZMoMQp2W1ZE0bSW1b0ldBmg5UYW6/66fC25F7oRTiEcriYc1r2RzGvRu3c/Ghoc9vVL0zSUpfrYoQ7+Md236NfX2r5UVFUlHHagjZDbiTaM6u3bFtlmGrgSYbelk+bSQ1sSl1NUhYrQdrYFllEdMg2VknGseHLIEVlslm2J8QX24AvsxB8sxW7LjqkzVbT22U/luyMxoXA1m+tnsaluOssMr8/IUVXYvHkj5rs/9v0fa3QTCASCA5tBgwaRnZ3ddEFBp+Xzz6dRW9u4J6CgcxMMBgkGGxq2BQLhMZUyrF5EZgdpecU7RgmHXXNn3COPN9aVVi8gnleFzrzaNwHdSyrWSwlUVRtx7JJpettclquFOr1S+g71vs0RTyXdkBSLNYRGJc3ZDW9gdxPnGi9cTl8fbx0EQnsJhMrilLWG8rTUwGP1UNHrCNPNPZwC1xB+rXzPKPl6vTmS2TV9SJx6tPuneXapkdGe6A6vz+ejuLgk0iltvVHKL2kjCJkOs55+Weboy9d7tHC1hZUvxezZHLuyavnfPM76wGxjuaZ+LfHaWEehIEsLDe3uMV9bS8o178GflW/b8Mi6MdW8bna7ne7d89i4cSOJr5c+Oq9G/b+jag6g8Lx/G3abB0mSqalfQ2MGjFCoHFCYUfcCoXAdTnsOm7cvprfrMAqdg5Bkt2b+ShjOEWpETpPq+pVYvQcVw7U/nsG6tbT22U/FuyM+vsB29PeKX/aALPND1WxW+cvJcfVlV3AFB3UtwbdRvz6x73/r9d7/R/qiUFXtl+o6BQILVu8N3RvBYTc9eBJ5SukEg+WRpXCCElqb070wAJyR+v3Gvk17Pciy6Q1g9WZPFS333mo5uqdUOGyG+NQr5nWQJGeDfXTieUlZ2bVrV8pm5AuFNZmcTvMeOGQzHLRMWQ+0jSdQKGze66baYntjj3hc22XTU8gXqtT+D6YylDU5rrnmKv73v+fxepsXyqdEPOCCqtnGmno+9O2+gBny53EXGstSJNVH4nabrNOAGNCF6Puh9yWtobaBsOalNXDgULZsOcDCKIXulBTCMJUSrF4VuudRbEcpUefEaghoKv+L1QOiaQ8GWbKT7i6JGKdCxDdkaHVmpQ1AUQPU+qz5EGJDC2NpzKOqOWVb26m0utrqyzK1oZ3kOfs3o55EBrdoFEXB6XTSuGEoubr2Hdb2YsqmqqrFRTa2jaVS9o52PZqLHLUcCATYuHF9zHbJsqy/B3TM0DpVDSNJduoDO3Das3E7umHeH6snkI55X1z2PHI9mkG1R6iQ9b4fKHQOiiOvXk+sHI3d11gDLzFl28o41dpnP9bVPhWymdfCFnFDz3T3QLEorzu277aM+lrzZMVeb6tsAoFAcOCiKEpU+JjgwOO//32ivUUQtDNLly7F5xPGPEFDRChfyrAapCBxeFwsegcyXmdQ288M38NSzmoMUxN+6HXjVLSM1p9Wp8uRS5qzGxnuPpa9Y+vsyEaFWAOaRFCpxReVT6AhIcVHtMGm6XN0OBwUFRU1UiLZe7+vsBoc9NBL7XrV+zejKP5IubY0SsXrtDcfRW18NDYQ2hdTD0tccMGFOJ366GPs9Yo1LultU1tvs2Ugy27SXT3wBcuoD+wgsVEKyzYb6a7uxtosW1ecUjqBhKP0sfU1dV/jGXascjVmpG5vUvnMxTPQQZV/I4plNHDcMYdZpjuPd/9SH1rYIdCnPE71TyAQdHoyMzPJy8trbzEE7cjdd/+tvUUQtDOXXvqbyAD/AYTQnZJCeEylBL0joycYto7im43GLqcjSRIbamLDjmI7L6b3VShcYakjtqOje0SolNX+bBz3U7uWcM4Wcdu14cIm56G7tMuR9b3Sx2CXXNjlNM7N62fU+tT2N6nxrY/IkDhhsixnIkma142iVMa/NAZNeV+1nMG5l+EPV7O19jtkRyY2WUvMWetdy8a6r7HKbk2uuiWwnWhvtVjDVHxDVVlZGX6/v8F6cx8Fl+TBJWfgVaoIqoG49ejsYDUAK2vMkIJ8t5mUXInj6dQ6JAbn/haA9bVfoaohHLY8Y1vbGKVUbLKHsFKHGe7UvDoqa5cjSTZ+YAaHeEaRac/mm5rnAd2VPlnvw9YzbdqXBINhEhsfrGFm0UYOPTyiqr4SUPEG6mncKGWG1mXIkYS+4WqWez+li7OYIncOw2RtdsUlDcI9rfU2dU2i27vTnkcoXM0FXW4i3ZZJXbiaD0o74kindt8lyY6EjKqGUZM0Mieuz3wO6nwbI/U7CAVtVIZ20zvjGBbPKEUJFCJLWqJizWjanOstEAg0Yr0e4xOMhB8lQ1MhZTrWMKywooUMytbkymFLPZHZ1xz2HGOVLJlqdCCk19lUSJ/Nspwo1LDtsdtyjGWr0d0awqdjDdFpTXjhhg0bGs0tYw2tbCpEzh/SwrOqQ6Ze57Gbyc8VJfU5bPSUHGFl33l76KGTLb3uUuSb5LcM3NXUb4gs7fv29/TTz7RwT01WVW2dzJJF10pzaf2lVIZ76vfL+p4IBPckKN3+NDVhQUvR34PW9DBup/b8PP/824AWNhzvfSM4cBEeUylB78i40JIhW8NyzDKBUCmBUBlKkx80a+emKS+WaM+phDVK2uxvkmRHlhzIkgO3LQe7nNagbLqriEy3bqjSPDXihSWaH8lg1PqG50Ic2VLbaXPZssh09sQfLEVRAoRCdTT01LEmqY/2GGsoj4LVqGKtIzs7m5NPnhBHCtMwMibjMsZ4fkO6nGOpq/msrVvLirqprKz7JEaW5tSnd7IbthG7PZNAsLwVrvXxZIm95tqzkO7uidNRgPU6NU60F0ymuze56YOpV2pZWPN9grKwLzxVzjrrTAoKCpo4TmPGJut1S1RO32YadAPhakrrF7OnbiFd7D0YmXFSEtImY2xsaPQMhWuQ5TTclmnbOx7mfU9z9sTtKkaSbKTWW1Gry2bLipoZ5qIrTqBbt0JjynJrW+/URikx6icQCFrIoEGDGD58eHuLIWhHrr76qvYWQdDO3H337e0twr5H6E5JITymUoYU6bQ4jMTZJppBQJYcSJKNULgcbQS+4fSi1vpMj6imOtqm51SqSHcVUePb0EidMqrqt0z525iNU5evqenqm0NDubq6D6U6tAN/cHfMiEq8c9DXxYZQxnvIo0MEd+3axbvvTmxUOpfkwS458ci5VIVjpz/Vj9W4gWZJ9WLW1q0hz94Pm+SgMqSP6LQk14/1eBK1wZ045HR8gT047LnU+7c1sz6INt5ZPYRiz8lsHzZL8s2mifY2Sndq4ZOHZRzBx6VvEFI1g6iqWhNN75vwqQULFlJRUZFkaatRMJ4xqil59XYZZkfNHDzO7uSnDWNE2rHNFbuJY+jHiRieCWG3ZSJL+8f4hWaQkrQp31uVMFi/DtZ3qhw1qggwdeIsSuvKkWUnnrQ+1NSvbsUx9yMUVfuluk6BQNDpmTdvnsgxdYDzzTfT21sEQTvz+OMt9ZrbjxG6U1IIw1TKkKDR/DcSR2RcCcCcqqdQlDqgnsaNNLq3UvPYUvMDAJnuYmPdwKzTjeUA2swWXkz3yTl7zeW6QDIupxJds44w/tpTPb/Rsi05j6bROtFZSo6xJs8zhLASQFWD7K1dSHTyYZV+7uPYG1xLbXg3YSPsUsdq4JOQpExk2cb4jGuNJOHf171JXl4u551/Av/73/NxzlOr4+vqJ4gOD4wXrqnJtaPyO0BmB6YX0Hx/H/zBPciSk7C60yKfjm54a45hyjSQbK79xtgSMtxom+PpoV8nR+T/kLFOkpw4bPlIkkxWWk9jj9Lqn0g+1K5hCNy2yhkAvFGpyf7C9kcsssC+MkoBHHTQQezcuTPJ6W6tXoPWa9yce6fd+7AaoNq/mWr/ZqYGU+d6bh7HNDTa5GwUNcRM/0JAz8fWXsQa9qwzcGrPXJ1vnaV8a9qC9R7JDMq5GFmysT2wxCjhU6u54vrzeeqpjQAoOKhp4dEEAkHj2GRtEC/URM7I1hKKhArabGY4mdsVbwYvc+BLlhzNPo5sGaBpi5n8ksVuM2ezCytmdyCeTNawv8bvg6nr2e3ZZv2RMLLhw4fRrVs3vvjii7h7N2eGOz0EqLL2V2NdtWWWRFVJ/YyGwdDeFNUUmzaCqMFqazhpa0OddJlTJ3vrOPjgQaxcuXKfHtN67lX1++aZayonakchleF7VvTZIFXLdQhHnsnbbv39gWmcEjSJMEy1KYm8dqzeUK3JhdKemOfT2njvpmnMG6zhtbPJTkJGXghrfiaJHq4RFDqHsKR2InXKXqI7sGbHV5azkCKeIvXhcjb6f8QlZaAoXsrLiWOUssoTe2/jGR9jlRLrNTSNaam/to2FVibrGWMaLyRJU7BV1Yt+DrpRyoqiBGieASne9lhvLOs57NtE036/n0CgMaU3Xmhha+RrqMQ2fuyWvFeijbRWxRggGN5XU2LHy6VmNUhBtCep9ZnT91NoXpuOPb5pFJWl+Eb1Lz+bayxHG+30Z7+TJz9PdZ0CgaDTs2jRovYWQdDO1NTsK11C0BGRJIkpUz5tbzH2PUJ3SgphmEoh3XPGAbC3bgXhyIhTKFwV2aoyp+pJosN3rMnAU9eByU3Xcp6kybnGuhzFXHbTDYBdspmQbpO8xlhWlKas51rHa0/1PMvfbdUJi+R3kTOwye4og4fD5sHt6IILc8SyuzQIANWmUi4vj4z8mcaY76uepOmOu8SZ2TcDUBPey8yaV7HLGUiSjbBSjSR7+eMfb+aZZ55NuH9yYVqJjS91Pj0xZWMeRqkydLTUaKKiqvrIk2mEGeu5zChxfDctibuiKjywfmUS+dViZdQNDNbnJNa4tu9z+lRXVzcSjqDdQxk7oJJt70VFaDPJyxhtTG24n9Z+vf6tcbbFhvW2xDilya8n69xc8SUNjYJthZ7I3GWM0GsjnU0ZeqyhpCoSNlTCuJ1d8SXlARp9fJvswWnviiRJHOs5CIB3/GaHakvl1xw54CJmL55P9LUxw7ZlyU5ISTRJgkAg0LHbNM8aa0JpVTWX29pTSsdmzwLAYfEkcjlyjGU9aXIwXGesC0c948kZwvell5TuhSNZkrTrHmhOuznJSihsvd6a4aAl98BuM+sMWwYzdK+MQYMGccghBzNlytRkT6FZtKcHWvNoqD943D2MZbvNzP9aVad5A1vvx/5MZWVlo9ubkwC/JbR1G9Hz74ZC5W16nPi0bmIFq9deS9qbdX9XxGPSGyg11gWCe3C5XBxyyBGsXbu0wf5yxONx/3mOBalGGKbaAEmyGR/nUFgP8LAmco5VXhrrPKbecNUyYkNpoO07qqbXkcvRDUmSkGWzybotM17EIkkSTnsXAqG9FuOUtQMpkYxBoyZcik1Kw2HXDHuBUDmhUJA333yjCdmbG2KnY20niYwSeic8FaFKLd1fN4Ak1wZkScZlL8Qf2oWieOPIEE8eqxeMHKds+z0Tw4cfmmDk12xjh3jOQVUVVtZ/TPOMt1bDaTzPH2tbjl0f6z2kr08Wq9HPahSMl5Mt1ZjXzhaVcD3ZGHpTzoz0/viDe/EFdpK855R5zrpRKm4pVXsvLVu2jIZGQO2+FWWNY3fNj5jXsBOhqG0w6tf58iQIBIKGbNiwgbKysvYWQ9CODB06hAULFrS3GIJ2wuPxsHHjpvYWY98jdKek2D+y2u4XJNM4rMmhkwnjU2LKtje610Jss7GG16RSTtNjJFEnsTEkSTIMSqbsYHbgE9WpEtJHPNQgimrNI6R1ckOh2AT3qcLaiY7NsyShjYZ0hBCh2M5+068SSZJw2fV8HdbnIFG7sSZX14/Z3uet8cUXXzZRQiLH3pNcRwn5jv7NqNl6z/VfrEHYeu2t19C6XaJl7dP6bOj3aF8YpaJlkFqQt8UqpyzZcTu64XR0IXlvL9No3ZhRqt6/FVBYseJXoq+N2U7tchrZ7ubcd4FAIOj85ObmMnLkyPYWQ9CONK0/CTozqqo2kQpDcCAjPKZShsL2ym8BCaejq7H2yOybjOUfq/6P6A5MYx09PZG0O+JOmbzHxfFObQr5DIdpLNjlNV8CG6WtAGyNJDUG8AerjOVgJAFotCEg1oNHQms+bmRZxuPqRo13XbPkTB6JszMv1WSzWIedNu0YNksnck5gvbHsjXQgNXSZkgkHUvi88jGsnf96/0ashq28vC7U1W2x7JdK4nl4dAyDTLQxNTpkMTdjJJIkoVgMInWWqNCu6YMB2BTYaazL8wykon45NslFyPCkAr39pzkL8QX24LRn4w9V0VGuw9VXX8VDDz0cZ4tp1NFCdyFxSF4ssUa4xohnwIxONhkOVzRRR2N1x3oYQtuG7FqPrRIM7cE8PyfgA5zYbZonlVMNc2j6WeTaezCt8rFIOc0FXJIkqur0xKoq0efSlAFVO/d6/xZjzYxIXdX1q9CvR05OPiNHjuTbb2dY9jO9CDdXfEFyxrD9EFXVfqmuU3DAooeJSZKZ185myzKWW5b8WQ9pST6cJd1ZoP3vKDBls4SU+EKanuQLmB4/imUGUCXp0F0z3EY3wrdVmFa6S5vN1hq2Z48kXw9bBt2sOmBrZGkq5K+6uppdu+LNVHzgon+3bZa8jrIl9NIRCTENBM32pef3hPj3S7Ykge9oYVGJ9SeNtgjfawrrrLttlQx832B931l1tcjM2DbTGz0cNfGRRmvfQ9b9AyEtYij2fpaUlKAk8BzqaG01pQjdKSmEx1RKiO5MN11W94Ro3CgFEjZbJrKcbVm/L4k1RMVuU5AkPVm4E4+7T2Rb+3t4KWqY+Mm2Y0OVmkoCbs1dY17/jIwMy/a4EiSoP1mSCzXct+gGEKuHjiljsl5tkiQZP4c9k1zPEMKqH/N6me0/N/1g8jzDCISq6Egd/caUKrO9WUPyknnVmqFgydGa9qFf53DkF9tWre3dhtmRastnO563lt6uZHSFS1WDSNjIsHWJ3jvSprTcX7GTD8QztDUX831SX18fCeWLfUfKDcp2rGdYIBAI2g9JkkhLS2u6oKDT0rj+JOjsrF+/nk2bNrW3GIIOivCYSgl650TrsAeCu9E7I5qXlHW0vnmdFC15XvM6gqtD2mjUkZZEintUczRsZdWHgJmgLxHWBIQD3ePZ4v+RoZ6LjATkq+um0tM5lF6u4UyvfydSsqUhRI0zqVybVjTfc7CxriisJTqvkcwEg7vqtWR6ijFNcLxrbnZQM+R8apXymDLxPKuicypt27YlTr06Zuc929WXKv/GRsruL1hzDpl/H5t1C/bIKHf/DG0kZkb9cmOvN8tNr526kJYA0drudlf9SGMGgx2V3ze6vb245567kzBOxcuPFZ+cjCGoapj6+nWMz/wDDjmNaZX/pnmGKhjruRwARQ0xu+Y5VFXB5eiGP7i7Qdk0RzfCqo9gqA6VIJLkitybeM/LvsJ6bO2+m+0lSCiseSrUIfNN1VNRe2ojdbFtReLs3LtQVZVPKptShmPzaWmsqZgcs11m1KhRuN1uZs6cGacOq1esgiznoCiVTRx7P0LMLCNoI6zfhnC4taEezU/8q09lrg2UaPiNPKFQ692UZN2mR5TL4n3lsGvfSOskLrXerc2WsznU+TTvz4CR1kCbOAaiE7cHmpGoWfdma4knWzgcpqCgS8LtVq+5pnTU/Zlsiy7rtGm6dp3fnKijPmwmjA4bXiTmt6kpz5aO7HnStP6UPHp7kWUz6XZL2qVsmfBACZvXLp73lN7+lajJGjpiW7XqMto7K/61ia/j6X3AlnqwaRPXNOSMM05n3rz5VFcnvk+6B5uKCnTEa9sChO6UFMIwlTKiQzmiO6PNbTjWmbVic7ykmkSdzujOqcfWFRk7e4NrKHBqBqFcWw+qwvubS7bZcT0i4zKW1H1EfKNhvGWzw5mdnUtNTbwPv3a/sl0H4bJls6f+Z6I9KvYX4rWL2PAxhR2BpfRyjW5l3Ym8S/ZF+28Z//73Y00Xaqa8qqqQZy8hoHpxkEbDHGPJI0v2iEFqV8QoFWvgkvC4ewJQWb8BRfGhqHVEt9V4Ce73hQdQvDYQzzssUV6yODUm5c2XKGxZ32YHQkCIH3+cG0eeWFRkORNJsjVRTiAQCA4MgsEgK1asbLqgoNOSnP4k6KxMnPhee4sg6MB0nJ5ep6CxpMTN7dBZw0+as39y3g1muEtjPxOHnEaBcxDb/QvwhivxhSupVcrp4RyS1PFaR/M9NhQ1Ua4H837k2nsy0nNhM45hhmFeeOGFcbab3hYFacPJdvUl1z0oybo7ErHtQMV6bhratdjiX0h5aHPSNWszmsVrZ7HhVtbcQNbtHYNbb/1Timoyr6ssO8iUu7Cobior6r8h+dxU1rpMJMmGy9GNeM9zLLLsRpY8xLvHllLNkKW1xAvrs7bDxt5ZVpm18/ElNeIX75hWw6hunJKw22UGDBiQoB4zhNM6ittpUFW02WVS+OuEeRIEAkFDFEXhrLPObG8xBO2EzWbj5ptvarqgoNNyxx2343K5mi7Y2RC6U1JIqtoJz2ofUV1dTXZ2NvE9PWJpTS6YZPa3hrBo8hTnnGBs3VXzs7EcClcQnf8mnieCNT8LZKT1AyAQLKOLnENduIrDcgZyWtdjccpOHtuhTf26uWIaLfXyaIjVQNGcDnpj+8V6YLTMcJienk59fazHVKwBp+MaVhKjXTtZ9iBLLlQ1hCRpnetQeA96myjJPQWAIXY/uwJ7+E3RuVSHtLby1M4PjNrMJNQQ3UbjeaQ0DMPqqN5mffv2ZcOGDa2speEza663ejg1/9mPrsd8HvUkqwB3ldwMwI97TaPNjKrHaGiQSvYd1Ba05POkP9fWd0BznnMzDE/DiSTZOCvnzwBsCyzn57qPGqkr9n5odVVVVZGVlRWn/P6B/r2r/Ob/keVJrcGtus5Hzkn37ffXSJAciXWnjoF1AhtzMpiWhetYk1BnpfcFtIE+ncr6jZHjxA976YzE1586B9ZQRB1ru3E7uwNQ6BneoNy26rnGclNJ5PdXbDYbxcXFbN6c/IBmR8CaHD03UxuQD4brjHU19Wv3uUwdH+3d7rDnG2uCob04HA6CwWCinWLQ9Kn9WTcQulPzEB5TbYIU59faupIpZ/XWaqxDF2t4iidv/GTBTkc+Y7LO5KwuN3JO4Uk45YYf4dQRm0S6KQ8vq4dDomtvzQETz1sn1lMi3nVUycvLxkwcbe24W4+pRu3T8TGvnV3OxianIctpRlLpeEngsxyZuGVXI6FSsfcNopP/x2trrsivYftLjkT3LXUcccThScqRTDuF+Neopc9+7DHM9q2qwcivOde1te+w1pDo3dTYD+InPG9OJ9jcJ1EonseTEXd9897FAoFAcGBx2223trcIgnbC6XQyYsTw9hZD0I6kLuJA0BkROaY6FdF5YULheuyWhH6gh/A15QERz8PIxGOZxrntsebbSpamDILW6xRrlIo1JsXzWlHYtm07WoJT/frYLOWsdcR2UDve6LCJadBLbGjSrtveul9w2DKYXlfK6V1PbKTOWANIU8YB632z0fwEtrE5qdrmem/fvqOJEs0xqlnbn3Vdc7C26XjtT098qSfyVXh7x+ucVnAmmhGwM2K9HqlvC3V1tY3UaTXkdjJEAk+BQNAKxKxsBy6SJEX0Z8GBypQpU9tbhPZB6E5JIQxTnQ6zg7qrZg7xPS9cgJ9ow0y8enRUar1r0Tu5X9i/AKB8u2mQ2OtbnaoTiENbOPZJmMYk0yjlcfUizdmNDHsh1b6NlHt/jdlH62jeffc9PPzwI0R7R8Uapaz1709IFGWMBCBbNWcUWlo1EdCMm2FChELlHJd7BllyXzbXgS+knWcgVNOgvqbvodVzSs8PlijUNBGxuakaa9+tQ2n0Y6Ad2yZ7SHP1QJJkxrvOA6AytIPZNe8jSVJkVh3d4y4VclrbtJUw8UIn3Qzi7e2TsacXtfK4HZmWvDuijXyq6gckPq7QE7Ymayy1tun97R0gEBy4BIJ7EmyJ5w3dONbZ0Wp92oBGmtMMbQl34NnTmoPdlqMtWGYcDCWY6S+Vs7J1NBz2HADslnDNev82YzkUmclNUc3Z3vxqTWRdJ5l9rAka158w0kcA2CyD66FQRWRp339PrbPz6TquL1C2z+XYv9DuU2yY8mGHjWb9+vXtIZBgP0AYplLCvsjBEusJ0VhnP9pzKrbTK0kyqmo1TiWaNSqe51RnjP40QxvTnN2MtVnuPgAW45R5PV588aWIcSH2A6nns+nInlGtQ5Ik3JHr1NPdN2G55qevi/X4ScagZRyN2LxomgGhbYxTJSW9mDOnsRKSYZQC8Co1rPbOol6pAryoqv7q1b3CYuW0GjNS8czF1iFR6DyEzf557fwRaFsDYsuw5qGz5ugSAGbSzVTXKRAIDghefPGl9hZB0E54PB7y8/ObLijolLjdbjZu3NTeYrQPQndKCmGYSgmtCcFJhkhCasmNJNlR1CCq6keW3SiR0ZeGxBqnTNm0RIzJGtMaGqf21iwC4HMWx2xLJkywIyNTHxkBsclaeJPDmQPehiXPOvMCJk2ait/vJxQ2R00kKQ1VreWC/DtwRkbM3i39J/vb9dhRuxCAbZZRPWsCz8pazVj3vd3MtbQXLZml17+NhonOk8Ua/tSSa7ZvvFPmzPmhka2ap0yt1xwRms5qY5skpaOqfs7M+wNZ9nzKgjv4suJly/7RhpGc9P5UtjqxZsMw0l+D3xKWFCrr1rWy7painaeEhITMcM95LKr7sJ1kiZZJR5JcEY8pBYwRU4W8vHzKyyv3vXgCgaBZyLKZC876DWtJIvPWflt0D6KaBJ5E+zO6t48sNZ7cV8LOueecx0svvRLlhaJ/n2y2TGNNOFydcjnbGj1ZfpBKy1rTy1ZvA+X+9ZZ9tCTaSifxnmuM6upqli5d2mgZzZtcIxSy9nH0NmKmE4nXRqyJyqPbWGrQPaVC4djogH2L9d2mJDXz8L4gts8Ys1WSCAQODM9AQcsQw8ApIVGOImLWx/4SYS2jGaVssgenoytORz52Ww6y7EFR6mg8j028JLzWhMxNhUlZvVASJ0Q3y8abrr1zsnDh4gRbVMCOL6JgVIfKaH5IWkelOe23ZbMdarTkWsVLAN7S4zeOw+Hg/PPPa8Ye0c+R5kWlsju4CQCpwQx4muxdMkaS7uxOZf0qGn/Om0I3UIejftX+jeSnD2tFva3BPM8jM64mz96LJXVTSL1RsTmGSlMmSfIAUqTzGp2gXpZtHHfccSmWcz9CVdrmJxAIDggWLvy56UKCTkmvXr04+uij2lsMQTvRvXt30tPTmy7YGRG6U1IIj6mUYJ2trPHE4Q33i+00x9tHwmHPj0pIbZMzIrNr6d5PyST6VmLWN2YASGRcsBomojtsic9p/yUUjnWX0s4tEKzHbrfj9VlHa9RImKTMnOrJdHP2xqvU0BmMUoqie41YSWSAbPvk4/GxtvW2O34wGOSpp55uxh7RhkktxFGhwNETgO2BNTFlASSc9iwctkwCoUpCSj2NP+eNoeee0uvW/i/MPDJaSjXZ6XtTgdlGPLZ8hqafyZyaF1FUL4lDi1tyDGsoXlPXzjoTnwy4UdV6Y511+9y581Iko0AgEBxYFBZ2a7qQoFOydu1akV/oAGbnzp1UVFQ0XVBwwCIMUyngsKxrCasBFtW8ZlkbCVORHNjlbEAiJ603AKW1y4iffFzbR5ZcZKUdBECNbweS5MAXiJ3FojmzvCXK1ZOMUcpmWdY7k3YkyWExinUeo1S9f0vk/80kDkeT2blzqzYrl6pv08ppXmwSleEqKr0/oz1i+981URTN1TYUrqThPTa9UFZ7vzb2CSux7rntcd7Wtt42x8/KyuKKKy7nmWeeTXKP6BxFqloHqHxe/iINvRIx1u2onJVge0uJTsS9pfIrYt89Zrm2xvS+/KbqcaLbVyqINaAnk8fKNOBHe6Pq+2my9e/fnyFDBvPhh1NSJOt+hsiTIEgRbqeWh89rSQ6tEy8BcihUZSnRcBICIwE3ENaTTLdLiIvVuG6Vs/nJ0/cX9DC0JsPRJDsOpxskO6jWMCvtmoTbOTyqtaiqfr8bnySj3r/Tsk/n83pIxLBhw+jVqxefffZZC/bW20jjIZ5tEb5nRdOL25+OE75npfF327hx4ygtLaW8vPOFMzeJ0J2SQhimUo41aS44bF2MBMhOezYAkmRDVdPQkhdZE4prH6estP74gqUEw1Woarwpx+OF2DVFsp1Ns4Nqk7MAO2GlGjO/ioQkORqU7QxGqWga66hL9Ox+KLt3l1Jf76XOt9FSXrufkmRDV05VtT2vS2woU3MNHPHucXNCo9rLONV2VFdXN9MoFW+d1UhkvSeJcsM112CTyKAVW39sR2lfPcfxzjOVx7Z6StnQ3l9NGaeakkn7f/Xq1axZs6bB3gcMYspjgUDQCg7Y5McCli5d2mSOKUHn5auvvoqK/jmgELpTUnT+ZED7CIeUZvnL7ORJUmOXOF7IikwwXAWo5KQPRpJsEcNQrHFB7zC11QOuGaAkSYoYqKzH1keFOqtRKhYz15e+3KukkK5duxAMVWAaAEwDo6qqkZ810fy+JlZu69+N7aNt15KZtuQex5tZrvPQtWtXrr32miRL68+oft1jjU3xnuNYr6+WGKUUEt9va51WA1Z7hV6S4mPHM9zrYzBNtf+mZTruuOMYM2ZMimQVCASCA4sxYw7H4XA0XVDQ6TjiiCM48cQT21sMQTtx9dVXUVhY2N5iCDowwmMqBawITI94yGiXs3/uuca2rkp3Y/kX/xcAqKqXhp0nM/9LnX8rYMMXLKdh7qrY/9sKCZcj1/irzqe7XSqRGTPaK49Q2+Jx9wYg3dnFWFdavYBoDxOVL756Dy05cpjoDrDucVGPeV/bw/5rGkGKso7FJrsIq34q6pbjC+mzCMbeN9NbJBTW256+Pv49DoXNGVN6ZR4NwEFKf7b4F7PS97WlZOdpI1VVVXz00cfN2MOaiy3WANSY905Lci2Z991uyyEUrkbChoreTltbf6ppezm0dzMMy7qcTfUzqA5uQW0yL19imWbPnk0o1LahAh0a4Y4uSBGBUE3U6Hmaq9hYttvMwb46nx721Hh4VEcJsTG9yq2hXdAZB2p0ZDk98r8ZghmKM/ugqvqYNOldAoFEIXsd5xo57JoeqFpCDptuY423UR1rnS6HfhzT+8Ef3JWckPsZK1eujOTZ7MgkCsU90NDezXa72ReM90w3hzfffOvA1Z+E7pQUwmOqXYj1UrASLwdBvHC+9mRfG6Xa+9xjvVtknE6HxSglxykLqcsN1Fyiw+9sskuTTJLJ9QzGbc+noeeIdR9itjXlZdKQXq4RHOyeQGf0msrNzWXUqFHN2ENvEzaiwyF1r8NUXh/z2bTJHhz2LqgEad2sfvsr0c+dJMn0Tj+BIvdhrar1ggvOp1evXq2qQyAQCA5ULrvsUnJyctpbDEE70K9fP/r06dPeYgjaiT//+bb2FkHQwREeU61g+vTpAJEcQxK9ciYAcHHeEKNMncUw/OPW3TE1xBqlrGE98byk2hrdOKHNSHWw23S3/dm/HVX1IkkuyxTqqZNLH20zE2daw8+wHK9tr4U+YjXGdjyqqiJJEmtzzY/oqor3AfD7gyQ2zLV9Am6rh13i66KtPydTm5q3ME0rE1KP4f+tewxF9VnkVHBIaRQ6h6MQpDy4nnzHAMrZTr1/Bw5bBsFwbYPj9Mg83Fj2qhUALFJnaSucgI9ORyAQYMOGDa2oQXvOdE+mNGch3sBuUttWVPzBnUQ/PwcK0V5p2vsKllS+EVOmZcybN5+tW7e2XLz9HUVtgzwJnct4LWgcXXdSlGpAwu3UPMuzIx7LQMTLU6O2fuO+FK8VRDwMbBnGmmDIOttpW3hfdIyE6rru5LRlxt1u9bR47rn/7ROZWku6qwCI9mSq8dZH1pmTvVg9/fSBQF+gzFgXz8vKFtF5AZSI95Sidn5PkoqKCrze2Nmum4ckOY1l631IHQeyl5QV7Z3SWi8pK5Mnf5iyuvY7hO6UFMJjqhW88847KawtNgEyNMwrZTVGpLoxWj1m3A2S08myG0lKQ1X9MTK29piJ5LDOOig3Ur5tqA2XsaT+U1bUf0tVYFOD7ePHH8fRR49N8VGbc1+t98uarLlp7JIduy0PWXJH7XuI5zyK3YfRy30UwzN/R0/3EXhcxeSkD4oYpVLt3ZMM8a5J+3ph2e123G530wXjYt63XM8QMtMOwhvQDUipOCerR1a8ZyiRTM1pd/vLhzDWIzAIBCL/t/wcjjji8KYLCQSChKRWdxLsb1x11ZV079696YKCTofL5cJuFz4RBypCfxI0hXg7tIIePXq0Uc1WrymrUUYP6WuLpONmnYlmTJBlN4qiWnJMtebY1txZcsx6/Vxj67d2tNuCSNJvJcCC2skUO4fikj1srv+WkFJPjqu/UXLu3LnIcqLOfkvuUbzE2I2VtV6jWCNE00iShN2WRyC0w5Az3ZYft6zDnkVO+iAq61dgtsmWGDOae9+shrDYc7Wu27d4PB6cTmfTBeNiejA57JnY1Qz8gVIC4SpSdy5WI7b+d1MyJXrmrMS2sY7qhRWv3ShooZS2yHKIlua22rVr936QI6MNEXkSBK2k7XQnwf7ApEnvEwi0haeLoKOTk5NDfX190wUFnZIdO3Y2XaizInSnpBCGqVbQs2fPqL+3Vc8BYKk0kLSIO/PhBWbnJ88zAIC9NQuTqN2aMDn271jDQCo7tBJF2ZpF+/QuRcaWakkLU6wP7mFb7cxWHkczLqTbC+mecTSyZOcEz8HUh2t5Y+fjxO8gt6VByjR41Ps3GetW++drR1b9lHp/odS7FN1gdMghh5CRkcGcOXPiyKnglDNxSB684TKUBomnY4k1SllDKuOVbd59f6/yc610ldkW9cSa3bKOAVQkSeaQdDPB4bBcre7t3lONdf/e+AhmbJ4m56aKzww5ZVkPXzC9tyQpA1Wts8ie7D20GkGs56xgk9NRVC08wszzte8oLy9vhWJlekPurvrBWE5dmKp5rSScqASQJAeqGkxYvyRloqq6R1wi41Ts/TD2ToHMOql4n2lyOmw5BMNV2G0eQuFaS/2xiYibf6wDNnGnQJAiYnUnf2CP9r9l0hErUiShtqrUxt2ePNbnPfUKvSxrCdtlyVSt7ZbQtlQlZ7fbcsw/IjM/pzLcpiVoA5ZQ799iXRu37PHHH8+yZcvYvHlzg22yNcRNaV8DRo23Yci2HjqmJ0YHyHSZhlZHRH6n3bzv5TW/WGsAotuCFG7YFZMs3TOV1Hxz2qLO5rJlyxZqa1v3HLdN+J6VZN8Tbfs+aQ9MPR6UVr9vo5EkiWAw2HRBwQGNCOVrBf369YssmR1xRfGzsPZzvqh4npX1c1EssenNw5pw24Y56g9a8h7dYyPZ8Cqlkd++fKGaRhjdKKWTbsnLEF0+TNsmErd6KOnXI7bzHW0M3LhxIxs3xua9MM+tf8aZHJRxGum2LjR+ja1Gqdjk2PH20be1/Dooip4MW8uhJUnJvQa02c308D+rkSJxG5ckG5LksZRLtq1aQ9CiPQXTXb3wuEpiyu47+vfvT//+/ZsuGBdrrjSrJ1mqXsVmnTZbJrKUEQm/TXyNtDaQgelNFFs20f1I1XWPDd9NFOLbFKacHndvMtz9Ikapxgxe1mMn81Pp2/dAT9yqgJri3wGZnP/AJZ7uJDhwWLx4MVVVVe0thqAdOPLIMeTl5bW3GIJ2ID8/n+zs7PYWox0RulMyCI+pVjB06NCov7UOYIgRGScTUgMsqfuG3f4BFLm7teIosfmm9FA7CVV1An4a93SApjvvyRkZUouEFLczbk38bu1Q7uvZ7VRUNWiZ9tlqTIDMzEy6du3K9u3b4+4tY0dCxia1NOQrsVymPNZ1iTrd0fddUYJU1q9sZJ/mEOs9k6CUZAM8SXjlJDpGnHWSjITcLmNUS5YsSRjumhyx+7bh+IAkRW5R45522vl4UNVqmn+PWos17M7qLWh99yX7jtOeU0nSQiUz3P2o9a2z1BP73DS3Bal89dVXzdynkyHc0QWtJFZ3EhxYdO3albKyMiorK9tbFME+5rPPPhdexwco1dXVLFq0qL3FaD+E7pQUwjDVCrp10w1OWodKcy+V+bxCn3FE4ZWdM8lNGwRAUGndTBQaEr/teqfx17t7nyUcriRxx03rsGW7DiI/bSiSJHF82jAA3qt8j1C4Dq9/G1bj1I7K7wCZFyzeXrur5gGgRhmuknVxjV0vAwprKyejdyS31OmJMK3eGC3psMfK1Lz8Tj0yjiXd0ZW1FR8CoUioWKwcEj6fL45xwjy3ZdVvWtY31qE298EI+YvvHdYv92xCipe99b/gV/xIkh1VDREKl8Ucw1qnwt6any21RBseR0pHGctBy6Zp27W2ulU2DW+q6rXsn6itRc9IVOgZbixvqfzKkKnpawLR3nL6MRVqvCstZVNlQEm+3YwbNw6fz8ePP/5IfANfMka/tsrTZF67ULic6PNSsB43K30gAJflXWSUeH7746hqPdH3KNZAlGzIXTLXJja/lUT0PZcAB1rS8kTH1eqw27Jx2rsgSRJH2k/RNtnhC//TkXDSeAYvsNm0fa7qepNR46TK941llz0LgIM5nOWBj6iqKE1wbk2du0AggFjdCSOsqKJ2qVHGGiqVKpyOAmM5GCyPOnYirHLYZG2gyR80w+b0EDYwQ8+swSpKSvS+aKLCwDqIGi9JkXBLtempeOvr67HZ4uf4a4vwPZsty6w/bNbf1L1vLJTJbjMnQLHq9v5wNQC+QIWldOOdR1UPvzcGQsFpzzHrjKReaC3tFb5n5bLLLuXLL79i586OnGuo8fulP3OSbA48t3fYaXySCzXUn10AlyPHWPb5fZE9E7Ub7Rm2200vqLDl+ZIiETGOSJ9g9KjhpHlC7N4dO0O9QGDSMb5onYL4nixOW6rcFuMbaSTJhs2WQzhcjpngV8f0ItCNUrHYbR7cziJ8AT0JdrKeU01tT9YYk2i7dV/9PJoyQsSTO5kwKdPwke7oallvGnfMclpdgUAggSt67LklYzix7pMotEuT0S6n4bRlURdchyw5UQ1jVmIjWcNr0ti1b4zmnFM8YmVKlHw63sfUariIXddamtduZs6cGbOPVY7mttVUewPGu3axoajacVU1HPFms+wtSUB6AkOOtc7Gzk+1/Jq6NlYjkb6stxEpIpMc8Q4NkLjdSIZRKhZZdhIO+9AMXlbjnHasZL3f7JKTwc5z+KXuQ/xsJ/41SHTunQgx6idIER5PBnV1dU0XFHQqamtrhdfMAcprr73e3iII2omFC5cQCB3ARimhOyWFMEyljHieALDXu4aySCjJxfnaiPw7dctbdaSJe//PWDZHzmI70VonMN91CEXuwzgzr68mlary0d7lBNU6aurXkDicRWVX1Swadq4Uil1jAIV6ud7IT1SkdiesBimTqqkObCAQrkJp0AmEhp1lTU5fYFvMeejlrAYDa0c5nszadpstE1VVkQgRVurROqTxOrMNc+msrZgcc87WDr3ZiZZlmYMO6se6dess+1vri80lRMy2pvaJlVNhfcVUrNdHUb0Jylvr0+WPd2xYoMw0li91mYnOp/t/AiCH2NmTEh9vaNaFANRI5mjykY5hxvKcXE32zRXTiH//Yo8T+390W01zdMEb3JtQnuTQrq1NclPkHoUk2djmnY+q+pElN0qc0d8JEyYwb95cqqt1w6TeLq3tpDGvMO2YdimNsOon21FCZXBzK8/DSmz70mWztkeVGu9mJMnGuxWTjdLaqJ8SU55G/o/FNNhJ2JAkG4oaIvrexV4b8xmx2yO5J5Q6ctIOwe3I48wMzavvx8qvWVI7N8H5SpaJC2Ce42tjORyuixxPT3xubXuqkTT4tT2W92pUImHt3THPtYdDDz2EAUp/FiyMF8Iba5TqfAqDQJBKfL7E3jXBkOlx4nRoM8YGWpmMNxAss/wVTlguzVVsLFs9COp9paiEIt7DOtEemACKUhd3u92Wi4qi5V7EjiRJpDnzUdUwgVCNMVCgebHHw6o/qZE1Vv+shrIku02ypB3QZh1VwPCUSPQds/xlXJNEOp9JZmYm6elpMZ4T8fSkxs4j0T4NCUe8mFKJ1WtOUUwjWzDc/DZqs3m0/2XTc8XpMJOn63q2OYDcMqyeY6m6JtF1Wtt9/OfrxhtvYOLE96ioqIizVdfTEz+bEJ38P1UTCjQHVZdPaZsk7M3xPjT2iXTnbZaIBWt7aszrznqcQMhsF0172GnXIRSqarBOqzdSp6rVc845Z7J69XJWrFjRSJ3JtQFB50UYplKCbjyJ9fJpjidErIEo0b4qoXAV0Z3h+B5GulFK9wjY7N3Ix3smUxf3w9mYsSeabf55xnKaoxC3PY+V3hmECeKy5dAj4xh21M3FF4o1GjTWUdO3NfUyatzTx27LQ1V9cVywY41TifJu6QqZbgCyXhfzHlVWlvHll9OI7ewnJ6/VYBS7PZGnRTxPtmRCHRMZuhITUPxU1K0kGK6mXHJRmH446faCRvdpGdbnJl5bj207WvnuWccSUurZU/szrcuHZNbZL+MU0myaUWSH71fNp0uto6HnlMq3304nFApa1lu90iQkyRNR0mNnDLR6DsGAjLPxKRVsrPumlecRD2snJNZorrelEA0Nto157TUlW7QXWbq7JDJDU+x9jg3nbPj8OGxZBMM1uB2pSpIqoX3uou9Vw+c9EZpsv/66Gn8gnqekXka7djY5m7BSTcM20AlQFO2X6joFBxwDBw5sopPScfAHywmE4hkGGjP4gHXQQgu7t2yR0/EFwviD2qyENtmD05EohDGZjpr1mxRPTinhNlXvRRKMc6zY70FjeUvj5QeMZtUqfXC2cZniH8M6ONkSD3lBezJp0vsit9gBymeffUEwmNqZ/vYrhO6UFOINnlL0j7W1kxrdKakM7aHhx1bfxzrinujDryBLbuy2XGRZnyEtngxSlFEKYEHVPA4a0o9p06axatUq5s+fz5133hkpozJixAi+/PLLqN8pp5xi7H/aaacxZcoUVq1axcKFC3nyySfp2t1FhXcFQ4cP5oUXXsAfriSo1NEjY6zl3MxO5zXXXMP1118PwOjRo5k0aRIrVqzghx9+4NprrzWO1aNHD6ZOncqKFStYtGgRjz76KC6XC4Dc3Fw++OADfv31V5YsWcJTTz1FZqY2uqSo9Uiyj9tuu41FixaxbNky7rjjDoss5jU/9thjo871448/jpHZLHv99dc3uDZ33nmnca8KCrrwxBNPsGLFCubPn8+ECROMazpx4kRWrFjB3Llz+cMf/mC5vwpDhw7ls88+Y/ny5dx///3Y7Xrn2Uqs91X0NW05CmqcWSO/q5iGTXaRnzGCAvehlHqXEjRGgOMZUFsqS1Nt3VrONHg4bBmkObrSNWOUcR4tP75Wp26UAi2cTZY8kRHkhvWGwyHc7jS9NNFGTCkyy52+PdEzLeO2ZZPj6E2v9GNbIHsyWJV+PYzNKk/0uIQvoL+bWqvca8eVZSfprl4xsljrVmO2KahqGEUJoKgB0qLCapuHqqqEwnX4g2VE30N9VkH9+Ik6OPp23YAXJhiu4vjjj6ZXr+6NlNXOR5JkZEveBoFA0JAVK1rnPb4v8Qd2c+aZZzJz5kxWr17NrFmzuPjii9Gf/fPOO6+BjjBgwABAQZYlrrzySqZPn87q1auZO3cu999/P1lZTvzBPZx33nncddddhJU6i4HIirbuoYce4sQTTwTgzDPP5LPPPmPVqlV88803nHzyyeh6xeGHH86XX37J6tWrmTdvHn/605/Q33NDhgzh888/Z9WqVfz000/87W9/Q1MTQ0CAnJxMHnnkEZYvX87ChQs577zzaPgdVLnqqquizvWJJ55IeO0effTRBtfmggsuMGQaOHAgb7/9NqtXr+a7775j4MCBgMqpp57Kp59+yqpVq5gxYwann366cY6gMGHCBGbPns3ixYu5+uqriX4PCzoiZ5xxOk5nqicFEuwPXHPNFQf4rHyCZBAeUynAJqcRVnyYHRzTI0ZLQKx1hN7Z8yDReWkw9rHhpH/G6WTYu7FNXUF53VKCoRrUKG8H7YOrqPUoYasruV5G63jKsgebnElINt1MP6lYz65gPQU1Af75z3+yZs0aevTowaRJk9i9ezdvvvkmeXl59O/fnwsvvNDYb/PmzQDcfvvt/P73v+eOO+5g1qxZZGVlcc4553DhhRfy+OOPk5eXx9FHHw3Ab7uW0M/Tk7fVfkY9S4JfUVn/KwMGDIgYX6C4uJj333+fW265hd69e/Phhx+ye/duPv30UwKBAM888wzLli0jOzubl156iXvuuYf77ruPUCjESy+9xC+//EJaWhpPP/00jzzyCDfffDOKUs+zzz5HcXExv/nNb6ipqaFXr17Eo7CwEEmS+Nvf/qZd1yjLc7QHy7Rp01i4cKGxddKkSbz11lsAOBwOpk+fzkcffcSECRNIS0uLOsepU6dy66230rNnTyZPnkxpaSkffvghDoeDL774gttvv51vv/2Wt99+mz//+c/8+9//pqGHV3O875rCDKPcW7PQqPep6gWR7VrC91ojnCDM2qqP6Zl1IjtqZmOT3QTCNUQbyxR+qXy9gYx709c0OHpe5khjubxmBaA/O7psVkyjgU3OQZJs2NEMlJmOnmR6urCh7ivUZnkcNVRcizFnzjw4Twu5/bVuFr/Wz4opKdG1azd2795pOZZEbsYIo8QlOWcDsKXWb6z7vPKJBue5uOptTRq1LV2WrSGG0cYTCKKqQarqVtK4p1Rz0a6LqipIkh2bLdfYEja8Pc1ymen9UVWVQKgMVQmgEsYfqmN3jRZO+kL1jwAoSrJu7UokiXI4kkxW8wwzjWREwv6s56wSCu0l+r2s/2yAnWCojG9nTaG+Pl4yY/OZAsWSeL6TeUuByJMgSBmnnHI233zzXYKwIvO9GIh4FMXD7TQNxdaBlvihK42/a2U5vcE6f7BSqxuFbdu2ceutt7J161aGDh3K1KlTWbt2LYsWLaKkpARVVbnnnnuMfbdt076hr732GiUlJfz9739nyZIlFBUVccUVV3D88cczZcoUSkpKGDZMC3svSh9OhdN8Z9b6dqCqYcLhckaNGsXq1asB6N69O0888QS//PILRx55JO+//z6jR49m7dq1VFZWcv/997Nu3Tp69erF5MmT2bZtGx9++CG1tbU8/PDDrFq1iqKiIt5991327t3LSy+9hCRJfPrppyxcuJDTTjsNWZbJyDBDg6z079+fdevW8eqrrwI0mivslVdeMQYP09LSmDFjRmRgD4qKipg5cyb33nsvt99+O0VFRdTWal4VPXr04Omnn2bJkiUcdthhTJw4kTFjxrBy5Up69erFu+++y+mnn87u3bv5+uuv2b59e2TW1ET5K1OHNdm1v4nE19Fhkg3Dv/T2b30OwpbvnT6DtTURvzXUtal2rYd52S3t2xmZ1CNx2GhyOCyhY3qdjdW7dOky/H5TN5Jlc393JGRXtZyP128Nm9e+E1rUSHuiRv5tmzxpeugmqtlFj3cs67WTI4nGrdemJdcpOhxTisjjMuWIG16YqP3puqC2z1dfTUuQmzeZujoBQndKCmGYSgEed2/qfJsj+Yxi3ZhVGj5osQmBMYxSALJkI88zjPK6pQRClXGOGM9LSkfCJmfGTejbxT2YbZvmsGHDBgDKysr49ttvOeigg4wyXq+3wXSeTqeTe++9l1NPPZV58+bhdnRjZ005zzzzTLzLERenPQspRln46KOPjOXdu3fz8ccfM2bMGD799FPqy2W+/fZbAEpLS/nkk08YPXo0ADU1NXz9tZlD5sMPP+SSSy4BIDs7m8suu4w+ffpQXq7lANixw5rYPZry8vKY85UBJ5oRQTd2yGzbtp1t27YDKoMHD6ZLly58+OGHAJx00kn4fD7uv//+BvV/+umnxrF3797NlClTOPLII/nwww855ZRT2LlzJ5MmTQLg4Ycf5sUXX4wYprAcPxlijQ5NdYj1jnTyYX5OWxbdM8exveZ7og138ZKsJ2dI0xJbu4m+3vHCAOQGiboBsh296Os5mfV1X0SVTXxsvUzTL/OB6Ufya/3sButLSnpTV1dHba2uRCZznjbLee5rrPci1gCoxKxrOydazQAXL+xZ81JzObrglNORZSd7qxe35AhG/ZLkQJa1jlA4XEPi0JR44aSx7U7P9xBEUcLY7XbCYWtel3h16kappsJ8BIIDl+nTv2tvEZLGbsth8WLzvTRr1iyWL19Onz59DB2ioT6hGXDOO+88+vbtS2lpOZLkYN3azVEGrJbwwgsvANq77tNPP2XZsmWMHDmStWvXsnbtRlRVGxQqKytj9uzZhp63adMmNm3aZGybPn26se2II46ga9eu/PnPf47x3Ir/jdu+fXvM+cZ+97V34tq1ei5Old/85jcsXbqUZcuWAXDFFVfw+eefGwYua96pl19+2ahHHxwcPXo0K1eu5He/+x0ff/wx8+fPB+DZZ5/lmmuuiRimOumgQCegqKgo6jkSHDgceeQYNm7c2N5iCDo4wjCVAqrrVxG/45Eob07D/EGDnIcYf2WHNQNMOH0Ec73voKohgqE69LCSdEeRUdYfKidNzqero4BcezcGph3BvJD2wV9V8b7lCNqtVgmRl5fHhRdeSK9evRg5ciQXXWROF5+Xl8cNN9xg/P3SSy8xduxYwuEw8+bNA2R8wcZnVXDIKi5ZpU+aac3vHj6RyVK0AuO2d8HtLMQX3AO2Kk466SRuvfVWCp3FDM88gulVH3PNNddQUFDAWWedFQmDM9G3nXfeedx+++0AjBs3jh07dvDCCy9w+OGHU1payi233MLcuXOJp6ycccYZlJaWsmfPHv71r3/x5ptvEm08aNjBvPrqq5k4caKRuPX444+ntLSUefPmUVRUxNKlS/n9738fMYiZHhhOp5OTTz6Ze++9F9AUVmt+jRUrVtC3b19kWY7x3mqKWG8YG6bnXmM0T3FbX/ExsaGqTcmkPRtaOX00uiDzUKNUZloJAGHFT51vA6YHVsO69SSXYUuy18M9RUARIFMRXKslvXdlYJO1EZ5SwwvMeo3Me2KT0snyDGR0FzPsalapdfS+oRxpaWnIss0iK1TUmiEpn9i1Ub88zAS6/XPOAMAXKmN73QLstozIiH6iMLK2ItE7CVJtlKr1bgLMqYRNzzDtutlsWdjkdEY4TjP2WRycBkp91OigqoSINvYkwvT4UtUA4XDAsl6NeElJMeV15Jj1ppHOOkLocrmpq4vOExON6S0b7VHYiRCjfoIUcemlZ/Pmm2+1qg6H3WMs2+U0Yzkc8UwJW5L5Oiw569JdWqhwtsN8T1f4tU5Tdf1qyxGs7wwH/fv35sQTT2TIkCHU1tYybdo0Y+uAAQMM/am6upp33nmH008/nZ9++onS0lJsskcL12vkfEIEcMrmOaU581GUIHVhM9m2JDlx2PIAibBSTVGPbgwePJiffvqJTGdvZMmOK7uac889lz59+tC/f3/uuusu43yys7O45JJLKC4u5qijjuI3v/kNoOky27ZtY9asWZSUlLB69Wp+//vfRzqTDd+/d955J7fffjvr1q3jrrvu4rvvviNx3iftPXzNNdcYRiiAE044gR07drB8+XI8Hg/Tp0/nj3/8I16vz3I8hcLCQkaMGGFc3/79+xvGLZBYsWIFV155ZSNXtjESfRdSQzwvqWgaJny2ek/p+rs1/5jdlmkpq3mYJfLgibdeT+pvHTD2W7ywmkqOrnuBWb0U46WGiMVujx5gtE4UEAxrepjTbp6b1dPZFyyN7NO4h9r+jn5+UpwuutX7zuqhZjoxtLb9NvRYak4S9pg9o/7avr11yfv3e4TulBQix1RKMPPGxBstiv4lbwywSU7SnIWku4qR5XQjb01O+iHkegaT6xmMhEwPz1EcmXU2g9LHxPGUatho7XY7RUVF9OjRA4fDQXp6etS2wsJC4ydJEjk5OYb3Eaj06tWLNWvWsGbNGl5//fWkz8eKhEx2+sH4Q2UEwqW8+uqrzJkzh2nTpjEy60iUyMtRlzMtLQ2PxxNVR2FhobFNdzfPyMhg0KBBfPzxx5SUlPDQQw/x4YcfRvJTRV8LXfkqKCjg2muv5cknnzTCEbt3706PHj3o0aM7Vi8bh8PB7373O1555RX69u1nHPPYY4/lyiuvpKSkhPXr1/Pss89arr+CJGlGvsWLFzN16lQAsrKyqK/XP7AS9fX12O120tJM5bphGFbDXA/mzxn5xc6CFo/G6mxsn/ihqKAlnpdwGOejkVz+J5vswiZnY3pexYaVNV5PpqM7vdKPpcQz3jBKNZQ92igF4HSYIRPxc3s0ZPv27QQCLZuNxW3Px264vsdez3jPblt/dKzvppbSXDlVbLJmlGq6Tv0axRqIE5VPHAoaXS5RnfHq0csrVFTo78HG3uWJvBE7CXoCz1T/BAcc330XGyrd8XG73RQVFdG9e3dsNhtutztqm647FRRoE4bk5uYa+pOiBpkwYYKhP+lpBFqGTDBcTrpHZurUqTzwwANs3LiRbHc/1Iiu0r17d4qLixvoFVYd0Ol0GjpgRkYG48aN47bbbqOkpIQffvghyohk5cUXX6S4uJiuXbvyxBNP8NFHH1FYWIjNJtOjR3d69OhO164FWHMb9u7dmzFjxjBx4kSKi3saxxwzZgzHHHMMAwcOpLi4mL/85S+Y3xSF9PR0pkyZwqOPPsqaNZonWFZWVlT4YF1dHVlZWQg6Nhs3bmpvEQTtRDjcicP0kkHoTkkhDFMpo+07IlrcsY364E4AvIHdOOUMnHL8HADWDpX2l9bhqiuDh/7xGFdeeaWh0Ojs2bOH+++/3/gFg0HWr19PcXExNps20rF161ZGjBjBI488Qo8ePVp8PjW+dfiCO3nppZdwOBxcd911DM0YTf/0g0m3eejl7M4TD/6HG264gQcffJD//ve/Ufs/9NDD/PGPf+T22283DEG7du3C6/Xy9tta/p6pU6ficDgirurWDqnMrl27KC+vACR+/PFHJk+ebCQWfe211/jggw94/33d60xTrM466yx27tzJzz//bOSa2bVrF7Nnz2bVqlVIkp2XX36ZcePGGftJksRzzz1HdnZ21Ije7t27ycvLM8rl5eVRV1dnUbas98/6Uy3bzY60JDkiOXXiJ+02aazO2NCjWHf+WAOraZSVJAc2YxrfhkagppAkW8Q4Zd0n1jjVEmKNUtZ6tOWywF4+2jOVb/Z+ze7AykZrO/LIMUYOsWhZm0tTRqnYe9MRiX7HmOviYebk0qfHjoeiBGjYNq1JyhN5p1q9k+LJFa/OeKEnkqWMtbzM2LHj6NRGJ4FgHzJmzOHtLUIzUJEkO8uWreC+++7j3HPPpaKiIsqTe+nSpYbu9OSTTwKwbt06evfuHSmhMGPGDEaMGMGnn35Kly6JZuBrWpZguIz0dDvTpk3j888/56mnnqJL2qE4ZA9OWxZ7d9Xx/x54hN/+9rfMmDEjKnSwrKycBx54gKuvvpp3332Xf/7zn4CmyyxatIiff/4Z0ELpjj76aGTZOouw9u7ctGkT9fVeFEVl0qRJrF69mjFjxpCfn88HH3zABx98YElLoMl81VVXMXXqVKqqqgiFwsYxp06dSllZGX5/gLfeesuiPymkpaXx6aef8t1330Xq0969u3fvJj8/36g7Ly8vKgxQ0DEZN25s04UEnQ6n00n37kVNFxQc8IhQvhTgsHsIhUIJ3WiT4dOq54zlnlnmi7vGqyUfN11XVSrrV1BZr4WA9c88B4BD80z32Lo9gwHYwCfGPioB9E5bXdhMJOr1ehN4f5iGh19++YXNmzdz3XXX8fzzz6Oq2uiUHsoWy4Nr30JCRpEU0h1F5KYfTJl3NQGLO7NKGG9wJy+88AL5+flceOGFhMNhVtetYFmtmWQ8114I1BAIBCLKkUVCyYGqBvD7/ca2X375BUVRyMnJobKykoyMDDIyMqioqDCOHN2xNZf79OljuIZrM9zEXg8tjO+VV14B4KijjmTKlA+ZN28eZ511llabGqKwsNDiYQbPPPMMJSUlnHPOOYRCZhv56aefuOeee4zQvXHjxvHTTz9FtuqhYtDFMxyAutBu/IE9qGooYmTUfmmuYtKc3Ui3RRJHqmG2V80gvgeJplhmOkvIcBZTHdqJL7ATRQlgJtrX8+TooxvWjnjDMFRdYQ2GSkkmz5PVdbyv82hjubdbC634qPwhGhrETKPD5srpxpYpkem399YuM9Zlpfc1lofm/I49vl8oC27EEQkp8/q3GHV5A7vwBnbzv/pVuB0FyFItNb4fWOn9goZGC42PP/4kYjy0GktCRtntlTMBODTnL8Y+RxWYo+p1uVrY7nul89hcMx23PY/6UCnWZ06r04aWwNuOqoboeMYQTU677CGs+HDZc/CFyjHl1wiFqozykpSBJNmikhnPq59oLAeCu4luQzraOll2a+1fjReqqhuUrCGD1rC6eMRbb80TFW3A2rx5ayN1HSCoqvZLdZ2CA46tW7fT2nDX2vqNxrI11EkP4bPqZdb3jsdVCECOak58YXNpHr/RoXyml6WqRk98EE8v0dC/fwqffPIJzz//PEcddRRz584lHNb0p0AgEHd2sq2VX0WWJGxyBipqgxApVQ2Snp7OZ599xpw5c4zBxQr/avZ6f4nsLWO3ZRAO+6J0pGgPfyXqHObNm8ett96KJEmoqkq3bt2oqqqKSS3QUH/SOp3dKS8vZ8+ePRx11FExZ6UiyzJXXXUVl19+ObJsY+TIUUybtoMff/yRQw45xCjXrVs3Q39yu9188sknLFmyhLvvvjvqmD/99FNkVkSNY445xqI/adjt2sCfNthBZNmcrt6uD6RJ5j0MhUzdLR76PopqrbO1oWXJeZKolu+qy+LtHZI1/SJ+wn8TvyUNhx7qan6fiRowckZmxQ1a8txaQxL15UDU9qZDviZOfC9mjdmegqG9AGS4zQkNshzmckjVdLtK3yZjXZ3PfP51rCFwbZWgPBVIlpl74107Napd2CLlzHvgD+617N+4F7+ZK7M98pxCKBRi7twf2+XYHQahOyWFMEylAJvNFmVwaBusBhWzo+Q2PFQSEe3Zcscdd5Cbm8vWrVvZsmULGzZsMAwtDfczG/wVV1zB1KlTGTt2LN999x1ut5uLL77YcKsGLbTOOkK2ZcsWnn32WTJdvc1aLaGGf/rTn7jiiit4/vnneeihhwCYP38+H374IZdddhmjRo1izZo1FBUVcf311xuzuJx11lmcdNJJLF++nIKCAq677jrjuBUVFTz33HNMnjyZd955hwsvvJAPPvjASIC+detWLr/8cmbOnMlDDz2E3++nrKyMY489ln79+hmeVhrReWd69OjBgAEDOPfccwH48ssvIv9/yT/+8Q/+97//8fPPP3PnnXfy2GOPAXDjjTdy/fXX88ILL/Dggw8C8PPPPzNp0iR+/vlnli9fzsSJE5k1axZ3330311xzjeXY2rVyR/Ji+NVaZHdPvL6tqKo+q4lEmtNUrBvHHO3skj4cSZLwUovNlkaddwNhxWs5rvXcG+uIWw1ZTRulWk/zX8KqqkQMO4nrdNqy8bi0XCM1vo2Y59LwPH7/++t56qmnCQT8lrW6ISl50u0FlGSewOaaGZH9oz26bLacSMLtaoscHcUoYhqfCjOPIhiuYU/tAhp6N0W3IzOBfayHHpF7FNuGosMds9IGUuNdQ1i1tlUsdcVrty25ZrEGLQmbzcbFF1/EY4893sS+scbvjnLPBAJBa3jqqafYs2cP5eXljBgxgpNOOqmJJOYSVVVVXHPNNUydOpVJkyaxZMkScnNzOeecc3j++eeNkiNGjIjSn+bNm8eUKVOjZt6y6k//93//x+DBg1m4cKGx30cffcTcuXO55557cLvdbN++nQEDBnDFFVdwyimnAJreVVhYyObNm+nTpw/XXHONkWf0p59+MlI0zJo1i1tuucWoWw9JzM/Pp7y8nDfeeIPly5fj8/m44IILWLt2LXPmzCH+gI7CiSeeRCAQYNasWYAcmXlP4uWXX2bRokXcf//9VFRUcMcddxgzQz/55JOMHDmSJUuWGHJ8+umnzJ49m/fee497772X//znP+zatYurr76aMWPGJDi+oKNw44038NBDD7e3GIJ9TN++fRk+/FAmT27dLJCCzo8wTKWAbt26smXL1lbUoKKq4bizjgGR0bLYMCZraFIiGoa3TJ48mZNOOonVq1ezaNEi0tLSjOk7Fy5caCTmju5cySxYsIiDDjqIs88+m0MOOYTa2lr++te/RpKKw8qVK7njjjuijl5aGklUSIhAsAxQyM/PZ906bYaWOXPm8Pvf/z5qn507tTDFb775BrfbTZ8+fdi7dy8nnHCCkSh89uzZ5ObmctBBB1FRUcHZZ5/N4sWLcdhzCYYq+Mtf/sIpp5zCmDFjeO2115g8ebJR/+23386qVasAmDx5MieccALdunVj2rRpXHXVVZYwuljlRsHtdnPMMcdEPMwkBg0azKJFWnLtcePG8dvf/pbu3btz9dVX88MPPwCacnn99ddHnaM5SyCcfvrpxiyCp5xyCr/++iuxoXL+UAW+4F68oXIc9mzcrmLqfetp2BFvCtMYYFVwZcmOJ60v1XXLLWWbo9hZjVNtlStJb8eqluA8zqyTich3HUxpYCWBYKnF08w6IxuEFOtIuPV8GnrbaIYJ3WAS6+XUPKU43d6VkswT2VijzypoGkK00F0HuudUx1S2JWTJgdOejcPmIRC2GtGsnl8mqhok1itKm+ChzLKuoVEKJGTZTmbaACrrfiF+e0v1NTINlOEwPP74f5ooH5vTqi1kamdEAk9BiigoKMDlcuH3t88ofnN57bXXOP744ykqKmL+/Pnceeedhv709ddfGyFwJhJ2Wx7vvfceX3/9Neeff76h01xwwQUsX77c2Nf06tbQdCEJVQ0bA1F5eXmUlWnvSX1Ay4ruaTRp0iROOeUUevTowbp16xgyZIihW02dOpXTTz+d4uJitm7dyqhRo9i8eTP6N++MM87g4osvpm/fvtx+++3MmDED0Ly8rDrSm2++yRFHHEFubi5PP/00U6dOjXhWxR+YKi8v5/LLLze+336/H5AoLy9n+PDhXHnllbjdbk444QRWrtTC6T/44IPIpDsNz9Hr9TJ8+HCuuuoqPB4Phx56aMyEM4KOiDBKHZisW7eO9evXt7cY7YvQnZJCUpPN+CtoQHV1NdnZ2YwquoqAV2VZ5ZuRLfFGyxtL2ptMrhnr9obrjs6+2dij2KElgFwcNr2Zeiq9qA9XsNn/EzuCS2PkMzv95joVhy2TfM+hyLKDAqUXewOrqAhuwKtUIGGL5ATKQJZd+AI7AJUsW6FRs5caXA5tRhlneh0XXXQRjz76KKecckoDl2sdhy0Llz2PkOIlrNQTVvzIkgMFBbucSTDsi7iihgEVCTmOq25saEC8cwR99jqb5MQup5Hu6EZVYDeSJDEm43Kj1M/eKSiKn2CoMhISqe17+eW/4803X497Hnqi+obutVbX3Ng8TRDdBjTDiCQ5kSP5oxTFiyynkeYyr/MwhxZ2WCvVaHupIZZVvUlDw1XYWHdpgTbKW5JpMxTF5/d8ZJSsqLW2kdYQz7hgjgBnpfc2lqvrN2nyK7preayhtrHcQPEpzjkBgFHycLYHVmGXXMyrmUL0tbcalRqGj8Ue65577o54+MXm0VKizu+qbn829jmn2JxJcFg3zf162iYz3v7uDR9SWb8y4rqtt1VrO+6IeY1i8z9B9DvKGgrX8DqZfyfaX7v+IzwXk2vXEuVe3Ud7rm5a+xG13nUoajBBWF9rMY/vcnTBH9xLXl4XTj31VN55590m93HYuyJJNsak/4aQ6mdu9f9RVVW1Xyfn1b93la/cRFZ6vAkGWlF3vZ+ca/b/ayRIDr0t9eo1hN279+L3l7abLN1zjjGWPZIWCrjHkmcwHAkDC4e9eAPbiK9bgPV7YbeZs/+5HLkoSpBQuIpguMZSzoY2NqwZ6iXJEn6kqkhISLIbRamhpKSEiy++mHvuuYe+ffsaxikrkuREQsYmp6MSIqz4QA1rb1jJbon4sE6OEvs9ta7Xsb671ZiysWVkXJEQMDDDvDRvWL+lrMTvfvdb3nrr7TjHlCLXJtbI35hM+n7R32o5zgQb1uuc5iyIyGceJ15omJXM9P5a3ZZ69JQbkIqwvsRYQ9Rkm3lu4bA+oJq65NJ6GKTNMgtcU6GCyaDpT/GNU/r59cw53ljXTe1jyhTZXiGb74uNtd+nTLbORprLnHHUEQnTtLbVtg7r058/Raln/PjxBINBY9C+qX26ZAzV9lVD7K35ab/WDYTu1DzE0EIKGH74QfjDVUQnyrV2eBvzGLF22vT8KNZfPKNV7D5m3dv9izjsuiJWe6NHmQDSbbl0dQyw1GcjuiNozcmCYZQCcMhpFLlHcEjm+XTJHE1+5ghcjkLstoyI0cSJJLkYnnGJ8cvxDCbNWYiihsjOzmbgwIFceOGFMUYpXQnRftnpA3E7C8hw96Jb5pF0zx5PYdbROO1dkGUXkiQhy2nIcgZuZw9cziLLtUikMMULT5OR5XRkOYPeOadTnHU8eWmDE3riyLILWXZZ5IUZM76NOYZZtyTZkSR75BjpkVkVzRnrsrJyAZlu3YoAGyUlfUlLy6BXL22WwMxMDw6HnfT0DI4ZezqetB6ceuoZ2G3ZZGTayMrK4Ljjj6Jv314MGtGToUf0obh3ASeeNQpPpjn7zo033kBGRgZXX30VbncaxcXFnHTSSfQeVsT4y0biz/CyMO8HZpZ9zYknD8PpdPDHP11Ov379uOSSizn22GMZO3Ysl112KSUlJdx111+x2Wzcc4+W7+Gee+6mR48eXHHF5YwZM4YTTjiBCy44nwEDBnDrrX8iPd3DHXdouZZcLgfZ2dn8/vdXMWLEoZx22gROPe1YhgwZwDXXXkRubg533XUbAAcd1J+MjAxuueWPHHzwwYwcOZy8vDy6d++Blq8CsrI8QJjMzHQgTEZGGjYbpKU56d69kCFDhjDm6GF0KchhzKnD6JN2KGeefiYgcdJJJ+LxeMjOzqRbt24UFvbA7XbhdjsZMGAANpuNLl00pbWwsAhZlsnIyECWZZ577n/ED9fSnp3Gwgbf2f49J373AVVBf9R6hz2LnPSDY+rryEYpiH53WP+Ghp0d6/tMirM9tj7zvacbpaKOLNnJSDsIKWJcbr1HnpXo46e7euFyFFBevpd33nk7qX0Seb92CvRRv1T/WsHLL7+MJEnG7KyC/YPhw4fSv3/fpgvuA2p9W/jNHw6nwrcm7nabLQ1Tb9J/+jtLilkXjSw7cDq64LB3iRit05EkV+Q9oe2rbdN+dls2NlsWcsQoUFxcTG5uLuPGjYsYpWLlsOFydMPpKMBm8+B2FuJx98aT1g+7LQebnIEkyZGfE1n2RAZQrOcA5nfMWrcUs142lmU5I/JLt5RtiGYMskWVMWdkjD2mw/K3w/Kz4XJpx8nOzgEkunYtxO320K1bd/LzC+jSpYC+ffuSmZnJ6NGjkWWZY47R8liefPKJ5OTkcMwxR3HQQX059NAhjBkzkuLiIs4+52TS0tz87vILALjuumvJzs7m0kt/w8EHH8xJJ53EhAkTGDp0KFdceSF5+Tnc8RfNE/6Ov1xPeno6f/rTTQwc2J8LLjifE044gSOOOIIrrricHj16ROlLNpuNu+76KyUlJfz2t5dx9NFHc+yxx3LJJRfTr18/7rzzDpxOZ9Q+hYWFXH31VYwePYoJE07k3HPP5pBDBnHzzdeTlZXJPffcZZTNycnhxhtvYOjQoZx11pmcdtppjBgxguuuu5YuXbrw179q+thtt92K2+3mmmuupqSkhAkTJjB69GiGDBnChAkTKCjowgUXaLlTzzr7FCRJ4tRTTyU3N5fRo0fTq1cv+vTpw8EHH0xOTg6HHnooNpuNgw/W9JjevXtjt9vJz8/H6XTidrux2+08++z/xW0jgs7N7NmzmzRKdXo6iO60ePFizjnnHLp37056ejqDBg3i//2//2eZJV5j0aJFnHjiiWRkZJCTk8N5553Hhg0bUnU1EiI8plqBbgWVpCxUtY6GOVUgOtdKY53LpoxX8fY16zY9dOrZvXsXhYXF9M85zyh5bo6WXHJu5SzmVi3Ebsu0jDCYs06ZfxMjs7WjlXhUpjDbTNx+ECMBqAntZln9ByhqEKfkIcveA7eczZ6wlpDaJruMZKN2S86svlknGsv9I0kPe3pMa/O39dqo5pqK94k3mpZtK6ImvBslykPD9Bq6oc8DKCGFn50bCAZDOF0O8lxd8Nb5ufmwIZSvL6X7yF58+vkGRpw6iL++8QeuOOmPuMryWJ43m/z8TKZNm8bpp5/KtGnTqKmpQgk7ue/vD/Gf/zzDTTdfxUcffcmhw3uxdOlSVqz4lZ49e6GqEmeeeQYvvPAiV199FS+//AqXXXYpX375FUOHDmXDhvWUle2luLgnZWXljBp6Okt/Wc2wYYNZsOAn7O4qeksnUdSjK5UVtYzK7o6qqFTVBXF5HNSWe5lc+QRebxWZmd2orS0jLS2N+vraiOFNJiOtn5YUNVhKmqMbsuyg2ruG5ngjNY+mPAP1MvqvoecYyNhkp+ElY7c7CIWCkVAQP2lp6QQCfmw2G4GAH7c7jS5dulJWVkb//sNZuXINw4cPYcGCWRx++OEsX76cQMCHoij06FGM2+1m3bq1FBV1Z9eunXg86VRX13LttdcyZcpUTjnlZH79dTl/+MP1TJv2BdOnf8OgQYPYvHkrt/3pXh779/OMOeoglsxdy+0330/60kq69MnHXxdgIBWkF+cz9t/XUBvy8cToozh1wnWU/7CCrGF9uOfjXeR2zWDS8n8QCPjIz+9KeXkZHo+HqqpqnE5ngkkKOgLWEet462Pfa9b2FW8UXm8nTkBmTNZ1hsE4W9JG076sfIzk2lRz0eqUpTRcjm5IkswpnktRVZUfXa+za9d2JMkVx/gY/Z4fm30LAJcUZ+MN+7hz1aP7/YiWMer30o1tM+p33XMtukbbt29n8ODBkWelKpK7RtCRMXUnF5oK2n7TiOteGip+du/eTWG37mREvGIA7LI50FNZpxmtmudpYH0vJVa3dQ8V7ZhmUuRQuJZQuBIAWXLhsOcSUszjh8NakndrIuWsdNPLJDOSPNoumc9smX8tADX1a+PKYrNlRdUdi8ORj8PhwGazYbfbSEtLI+iH4uIi9mwLMnzkwSyYv4xjjz+cBfOXcfiYoaxc/SvdCgsIhkrZu3cv//jHffzhhhu4/vrrePjhR/j73//Bk0/+j+uu+x3Tpn3FsGFDKCvbTV1dHQMHDmD69Bn85jeX8Pjj/+Hmm2/iuef+x+WX/44vv/yKIUOGsH37dsM4vXHjRgYPHsyPc5cxZsxo5s79mVGjh7Ni+Wr6lAygoqIKu8NOprMbdXVePJlO9uwup6BrLsvWfENBQQFlZWV4PE7q6+ux2WyEw2EURUGW07X/LZ5E+v3pqGgDoxLhcB12u51QKER6ejper5fMzEx8Ph9ut9Z+FEUxJgzq1asX69ZuZPDgQ1ixYiVDhx3Chg0b6NGjB7W1tdhsNrKzs9m2bRsjR45k5syZnHXWmUyd+hGXXvobvvrqa8aNG8uGDRvJyckhOzuLI444gt27d/P6629wyy1/5NFHn+Xuu2/nf/97hSt+dw3z5i5iSN/DUcIKu3dVcMyww/nh818Zf+6hfPXqAo6/eASfTp3HqGMGsGrJVmoK1lNdXcue8iWkpaWxc+dOunbtyubNm8nPz6esrKyD60+pxnzfuBxm/llZ1t5zXn/b5niyeimmu7SogFrvJi655CJ+/HE+mzc3btjIzRgGQHeH5jEVVgOsqnxvv9afOpLutGLFCkaNGsXAgQO5++676dKlC99//z0PPvggp59+Oh9//DEAq1at4vDDD2f48OHcdddd+Hw+7rvvPioqKliyZAkFBQUpPQ8rwjDVCvTGdvXVf+DVV18iXj4ajTBt4/XQfMPU7IpvmVe9EIctJ2KYijVK6cR2+KxJixszTI0zlnXDFMBWWVPoipWDjHXLgt8Yy40ZpmRZYoDUD7fHSc8MN5IskZ7t5vOtizlkWG/e/uz/oaqaTCeffBqLFv3CSSedgHvrEGaseo1t5WsoLu7F2WefzTPPPMXYseOYPfsH3v/HNOZMXIR6pINli9eTm5+Jw59GVWUd1w0bSNnaPeT1K+Dr73eQ3TuNSYteZnzvc7HXeZhS/TLV1TuRZXfEjVp7jLLSD0GSZPzBKuM8fIHtNPQUaQqzzRRkHUZY8eEPluMN7CLT3Zf+rvFGyRHpWlhffch0R39v77Moam0klFAfkTSNchlp/QiFa5CRyErTlPBdVbMtcqbKmdJqtIg1JMQrm8goJZHrGUJV/SoUNUjD5yn2NRYdRmZV+kNGLqNEMsWGBkRzyCGHRPKdmWFpmekDAQiGqsggl+L0ozkjX3OjlmSJsV28VEh+Lpn7XwDGdi3kmQl/xru1FE+/Ih6YWUVBj2wmr3iI2toajj32eH755RfOPfccXnjhRe6443b+85//ctddf+Wdd97l2GOPYf36DTidTrp168rChT9z8skTePnlV7j00t/w+utvcM45ZzNjxrcMHDiQzZs343Q6CQaD1NXV4XA4jNwoqf0ExIaIWK9rMvvq98KB7oFa5BxOjr0XOY4Si2Hq3zRulEpkLEvu+GnO3pEcX3CK51IA5jrfZe/enYRCXmK9SzUOEMPUi38gKy3FypXXT871z7foGp155plIkkReXh6TJ08Whqn9ACMNwqgjyMvL55tvvmp6pzaioxumlIgR3CabhpBAyDQYNWWYynYV43I7sEsucnIzqayooaC3ypIlKzhsTE9mzJjBeeedy+zZczj88MPZuXMnmZldKCwsZPHieZxxxun873/P8+c/38ZDDz3MPffczauvTubkk49n0aJfyMnJRlVVdu+qpF+/ElYs3sWowwYz5/tFjBh5ML8uW0txz0I2b1+Hy+2krHyNMVmQP1BvfH90Y5jV6N/asDhdn7SG77mducZyplPrOIcU04O5tGaxsRxvpjO9472/GaagZdcz1TPcmfqThn7fATLcPQDo6jS9x3tLfVEVlYxsN4GqIAU9c1i/YyfdS/KpKq+jPFfrO+zau5g+ffqwdOlSTj/9NN55511uuOEPvPzyK9x44w188smnjBlzBNu370BRFEpKevHDD3O55JKLeeyxx/njH2/mySef4sorr+CTTz5lyJAhbNq0CbtdO/+9e/eSk5PDtm3byM7OpqKiwpi9smPRMQ1TJSUlbNmypYmJiDq5YaoD6E733nsvDz30EOvWraNfv37G+t///ve8+OKLlJeXk5uby0UXXcTMmTNZv369Ue/mzZvp378/t912G//6179Seh5WRPLzFPDGG++hdUjiPXCJjFWpJPmE0KOyjuDHqrkEQ+WYBqZE8fpWLwB9uzW8MJaGx0/PdOGvD9KrpJAtm3YxaERP1i7dzohxB1G6bAkDBvalrq6eWm8W/fsfxI9zl3L4EcOY/MFHnPe7w5n69gKu+eOZ/DJxM/1H9kDdUYNsl7HZZewOG3W1moKofSAkli1bQVlZGVOnfswRzgK6K+PYHF7J5s0befrpZwCV2bNnAzLfvKBNXfrtR1oC862bd5Oh5gCwm+0A7PlVS1RetclLF3sR0zdMZmD6YVRX76GoqJDSUi/hsNe4bpIUrxMeP1dR45j5HirrtNxDdjmd7PSDcdlzmt5bkpDJ0IxTWJUr8x6rqtqspN/NJ55HS+wMfrFEJ363etPYZDfZ6YOoqFsWI5/1OFZiDU+gKL5GZIo1isVn4MABFsVK29fr34ksOwmFqshIGxJVXo242+6u1XJLHZSZxbKKcrybtKmb69Zsp7pcprq8nvKqckDlm280o+0LL7wImEm3H3nkUYBIbo5oXn/9DQKBAF9/re27Zs1aVFXF7/fj8XhIS0sjPz+fLVu2cNxx4/ngg8n86U+38Mgjj3LPPXfz/PMvcMEF5zN//k90796dYDDIli1bGDCgPzNnfsdRRx3F119/zahRo1iyZAlFRUXs3r0bWZYjiWyNM6ZhqHFTbSm2rejvIRdptlw2eGcy1HYxGHk1rMbT2Lr1etSYck1hDcVruM8hhwxi9Wob27dvxMzTkqgdd2I6UALPt99+m1mzZrFixQrLxB2C/YWff16ELHfisNdWkpOTTXlFGX37lrB9WylDhgxkx47ddC3sg6Io+P0BBg7syQ8/zOWaa67j4Ycf4557/sL/npnKzbdcwdQPv2TsmHFs3rgTSbXj8bgJBkJk59iRJMkw4q5cuYrKykrmz59PVVUVNlsWwWCQcLia//5XM8bpeYEeeuhh7PY83n77/ShZHbZ0tm7ZTqarB3O+XwTA4kWaV/vGDdvwhuqpq6unrl7Lh3TPPXfx4EMP7pPrKOg4DBjQP8ow1RRKWPvG1lR6cUl2SrdWElYVtq7X8kytL9sCQHnNVrZu1Sah0vNA/u9/2qyXTz31NAAbN2406p0zR/v/0Ue1DvZLL70MwNdff4PX62XLli2Ew1ofqaCggNraWg4//DB27tzJJZdczP/+9zx33fVXXn31Nc4443R++WUp+fn5pKensXr1Go444nDef/8DzjrrTCZOfI8JEyYwa9YsDjroIDZv3ozL5aKuro5QKLQPZnVvf4488gi2bNnS3mK0Lx1Ad3I4tJQy2dnZUetzcnKQZRmn00koFOKzzz7j8ssvjzJ2lZSUcNxxxzF16lRhmIpl+vTpnHTSSYA281uXLl2itm/YsIE77riDb7/9llAoxJFHHsm//vUvRo4cGVVu27ZtXH311cyZM4cRI0bw8ssvG/HRzeGOP9/OM0+/Rr1/Iw07Km0VGgXRoTL1WA33qhpkTcUk4+/HqjKwyVryu3RXCaFwLWPSz6SH6yBskp0sh4xP8eIL1zNxz6soap1FZoWMDDeqqlBXV0vv3n0pLS3luOOO47PPPuOKK67gjTde44QTTiBQ2ZPBQ/tRUV6NzeehoDCXxfPXctkRpzB/56+c078r28pq6eKysbh+JMr6NMJVXn6p+IQFC+YjYWfjpl+RJRfP/d/jFDtH8OUTSzivpweWbeTk4t3GOeW4i6EUtmX+AYUgNsnJ/B3/A8DrDfKd9wka89CZWKF9vLJcPYx1Y5yaUSHLbt7HobnavoNzxjN5+0JW1f9IsfswsmqLKfRkMyLNTESe5dTKvlNhjgD7Altpbhvok3MGvlAFtYEtuGy5uOx5+KlFkmyEVT895HyjbO8Mrd66kKngS+V2JAlUXKiKbpgyjUK13nWRdQq7qr4nupNvzfvT0narddptchqKEkCS7BFPp6YMBfGOp8lUXrcq4XFAxmnPB8lGnqsve+p+wiFn4Q9XACqh0F5LeR3d6Go1HDZNXZ026jg85xoAAkodvVy7CSpB+qX3ocjVMGdKdchOoasnB2f0ZGXNVu4feBKzSs0X/qLwR0kduzH0+HB91kdd+Vu2bFmDsm+8oU3UoBu69E6HbghbsmQJbrebcDhMfX09Pp/PmA2poKCAtLQ0Ro0ayapVqykpKcFms7Fr1y6qqsrZs2cvf/rTn3jooYcZMWIkK5Zv5NxzLmL+/F/IzPZTVlZmGLIqKysJh8OGx+MQzwV4bF1YWPsGbmd3bLKLDfWzgDALa14m+jnS/u+RcxwA2yu/paHXnW4ETdY4pdVvNUzp9n6HVECwvhSPqwd1/s2Rem2WkX7F2E/ukDnBOhd79uzh1ltv5dFHH6W4uLjpHQRAx9KfCrsVcfLJJ/FGgklE2hbNaK7GeICrhKmpj/3W2JEkB3LEkyk7fZBZi8UDoKp2VaSOiJeTzYbH4yEUCtGzZ082bdrEuHHjmD59Opde+hs++uhjLrvsUubM+YEhg0dRW1dHZUUlw4eP5stp33L2Oafw5mufM/ao4/lo6ld0ye/O9m3V1NeFqSivJBxW2LTpa7xeLw8//BgADz30bwoyD+V/T30AwE9TtM66Q5Upox4HuWzaU00v++GsWDaPzPT+bNscIhgMsnev9p0MBhsmV7cSDmsGLbvF2yXb3RuAblK/eLtQ4dRmBbTJmsfAc898EpV4Xqe01jRatMTDx+qBI0e8zKz3yJq0XGowwUrT6DIptF2Sc4j2PGmt55ii+BNus3ra2aJCSCuB1HhJGfXbbNTW1hkJ5AG6ug4xltNV7d65VFMO1aKz1Uc82KrkcmNddV1qjB36bJO6/rRp0yZjm25QmTz5Q8A0eOn60yuvvNqgvq1bt1JfX8+8efMBbTZJu91Obm4uPp+PLl26kJmZyfbt2xk//ljee28SN954g+GV+Mwzz3LxxZcyY8Z3dO9eRFnZLmpqavB4PGzevJnc3Fx27tyJLMsoimJ4XCqWMN+mEsJLEa+/eJ6BqcRm87B7dwWynG7x8HTGLatG9HEf2jtGIRi3nKBlXHHFFTz55JPccMMN/Otf/6KgoIBZs2bxwgsvcNNNN+HxeFi9ejVer5dhw4Y12H/YsGF88803UeG/qWa/M0zV1tZy3XXX0b17d+MFYqW0tJRx48aRm5vLq6++itvt5pFHHmH8+PEsWLCAgQMHGmWvu+46unXrxhdffMEnn3zChRdeyK+//tpsmT6a+lWkQxIbCgTJ5ZVqmeHqjjvu4M4772iwvmvXruzevTtq3eOPP8Vbb06lurqGgQMOoqq6hqN6HYPb46S20suwI0v49Zs1HP3bCUz627ucftoEPv10KkOHDmPdurXU1movk/z8AjyeDPbsKWX58hWAZLysZ8yYQXHOSWxcr3kbZUumwWb+R9p13fajNl3o3hU78XuD+L1BfEo1gYDmuaMlNtdc5/u5jmGt91uKnIMbvQ6SJGFDf8nFm8UlNWGUsiQzJONwhmQczk91O7n4uvF89t68+I5yTWIN7Yt3LAfpjq6kW2e4CXvjlk0eva1ZjU5WD6bYznvrjFKgGUEVNUC9T+/IJ5NfqjnH0Mo77QWGEpru6EphxtHsqv2B+OdsDRNsbo4ilbVro5PjOmUPx+ebCnZdgvYgSxK39T2P6vB6jutyEF+3aBKZ2GvUWP655uasi8bn0xQcfRRy4cKFAHz55ZcAfPzxJwCsXr3aspd2PXVD14oVqwiFVObO/YlwSGLHju0UFHTF6/Vy6KHD+P772eTkZLJx40Z++9vfsWN6N8695miW/uddBg8pweXMpbRcIhQKsnHjBgYMGMjKlavIzMygpqYm5jzihYKm1kCkxIxO2Ww5FiNW5x/1BCKPTapH/bT/qqujc9q4XC5crviu7zfeeCMDBw7khhtuSK0snZiOpj/t2r2L77+f0+rzagnx9Kd4uhPA44//l5dffhNZduHxeCgu7EdVZTWjRg9h5sy5XHXNhTz95Ovcc89dPPvs//jt7y7hu+9mUVJSQkVFBWVlZRQWFrJjx47Iewt+/HEeXq+Xd955l/r6etau2Wkc75fFWh6WF194G7czlymTv0JRQ8z+XvPu3lNqdsx9Aa0DZ06usn9w65+v4vknp7a3GIJ9iKqqcWeU7Izoz7nupaXrT3Mirlrr1683yq5cqXkWWr0SAd56ayI2m43q6ho8Hjt+v59+/fqxfft2Tj31FF599TX++te/8Mwzz3L99dfzzTffMXBgbyoqKikvr6CwMI958+YxcuRIZsyYwdChQ/n111/p0qULpaX7dibUjhfy2A50AN2pd+/e/Pjjj5x77rlRoXy33HILTz75JIDxjObl5TXYPy8vD1VVqaiooKioqMH2VLDfGabuuusucnNzOf3003nwwYZuwI899hilpaXMnTuXkpISAMaOHUu/fv247777mDTJ9CKaPXs2O3bsICsri2OPPZbXXnuNsrIy8vPzG9TbGKMPG8a2bdZeZnId3MTJnpuma9euPP744zz11JOEQiFsNpvhDrp79266dTNjizMzM6mrU/nDH27grTffp7hnEXsXlxPwBqnYVUMoEGbBlKWEgwpfPT0bgC+mfQ9ILFu2NEq2srJyyso0pUh/4eojDaASCFXjtGehKEGqwpsJhKtQUVmv1NDLNRBwscdfzrr6zZRGFKqK4KbI/jKynIaqqqhqgL3B9SgobPMvoio4nGxHJpvqqlhYsZPitExUtWuC8MV4hkFrR900nKiqgi+4l2C4DlVVWBfOoNg1APBQG/LyS/U6qi25m3Z5bfRya3myvvpoHntrtoC6CYfkpKe7P5Aoftga9mOVw+pBZLaHat+mqObgsuUYfwfDdawJzkVRg2TYujAsfDBum5uwGmJV3QrKAnsjI2x2FEXPt9JYctnY8Lp4Oceag2kQlCQZm+QmzdWDen+ika3mhkSZYY76cWQ5evTFbc+lS/pw9tQtJPq5shpl9JCxZA3Dmpx79uwisdGncXIdmYzKPSjutkCoyiJPPOLNPhfv3dHU9Wz++yZxPdDw+prhe36/H1lysGvXdmyyG29gD3v37gHkyIikSkWFNkr/9tvvcHT2H3nv2e9QlXSWLFlIUbfBVNbupLi4GEVRyM3NASAvL5eamiouueRStq1xkJWvsnumjYMPHkyvXiUsWLCA4cOH8/XXX9CtWyG7d5eSl5dneH21hN59evLT/KXYbOnE86wStJ6ePaNnYLz//vt54IEHGpT78MMP+fTTT1m8eHFSIewCjY6oPx199JFs3LSu6YIppGvXrjzxxJM8+eQTkTQIMqFQ0NCd9CTaNTU1ZGZmEgyqnHvuecybt5i8vFy8Xh+BQJAFPy3F6/Xz/HPvAPDQQ5oHhT7zmNVQpxvw58/XPCh0/Sl2JiTQPHwUxYuqhlBVHzY5DZvNgyRJhML1hMLWPGq6LqMaOW98wVJCYS+SJFFu85DlKMaBk9rQbuqVMiR7Omm2hp0OjVj9JHa9ZDmWgqoGUAlR69uETU4n7OyFTXIQUGqpDe409qujClmyo0qaZ+nEdz/CFyxHUfzIshOXPa+RZzk2zURivS/aO0j/DtqQJJuWviBcSyhcH1lrw23PN665P7gX1fDstnpTxbsm4r3TXNLS0hg4cADrVi9qb1H2C3TP8vr6evbu1QYKZ82aBcCrr74GmF5bTz+tebsvX77UCNfasyeDuro6I2S3T5/erF27llNOOZmfflrAsGHDqaysoqqqnMGDD+GLL77klFNO5vXX3+Dkk0/mm2+0CX7WrVuH0+lsVf7GXr16Aj+2eH9B4ySrO23atIkzzzyTbt26MXnyZAoKCpg/fz4PPvggtbW1vPLKK0bZxnSrttS79ivD1OzZs3nxxReZN28en3zySdwyU6dO5fjjjzeUKoCsrCzOO+883nrrLUKhkJHMrl+/fjz33HPceOONfPLJJzgcjrgWwqb49PN38Abqmi5oYBog+qadQGlwOTWhXfTo0Yvt27dz7LHHsmjRIo47bjwbN26iV69eSJLEli1bGDv2aCZOfI+zzjqTl19+hQkTTuWbb75hwIABrF+/Hp/PlEPCjtPZjVDAjqJs47nntMTLX331NQBlloSNm/2WhJMNktMl03HXjBt7audh9VApKCjAbrcze9dS3JKbLf7TmV01xXDXjEYhGNpj7LtTWYI73c2aum+5e/UMSlyHsMW/wlARbumjcEKXYQxwm/fsF29P/MFdFtdUU6HJycnB6XSyZ492jFrvWkClLrLN4/GwcNc05td8xiF5p/PW1nls8u4llmJ3Af3Th/Ht2hlR64/IGcJY14UAlNb80mA/l8tJXl4eO3fqI6Ox3kqmrKXeeB9uS9hZTg7p6ems3jGHRes/JTN9ADX1a5BklaKiIuQ6H8FgYy6wWhhSQyONvpyKl47ZcbcmH43GNKI47YVIki3K/Tgr3RyhT3No93lPtZmcNDNNe85HO04z1i0OavclGDWjUDwDQnM8FU05MzO6E/BXc3i6GQI6IMN0hQ5FLmNZwDznnT5z+csdWmz3W3ufN9YFgrsxleh4MmnGnhLXSIamnYwkSXxd+zqhcA12Wzb+oN6mTDnttjxjFL1P5ngA1lR8QHSba41XnPbLzxhl3OcsuYgddXPJdvalpzMyK6fvF0JqkJEZp/JZzWt4jckAGuYd+6HqGay5wTZvnw9IkUTtKnPnzgVkNm/WjJzvvfcuZtu1sXz5WnbtKqeqqpIlS7Rn6PDDj+DLL7/i3HPPYebM7zj88MPYtWs3wWCQ3r1L+O67WRx33HjefvtNSkp6s3nzFrr3dLNhw0ZsNhufVWsKYLev0qio1Tz/BmdcSLqtC0PSzJlJ5vjNEJTvK7ScFivV0XHep/s5bZgnYevWrVE5DeKN+NXW1nLTTTfxxz/+ke7du1NZWQlgzLpUWVmJw+HA4/GkVsb9nI6pP4XYvGVTi85HD12R5VoCgQD9+vVj586dDB48mIqKCvLz8ykoKGDTpk0cd9x43njjTW6++SYefvgRzj77LN59dyKjR4/m119/xePxsHXrZkvtbmprQ0hSGjU1mhFj4sR3kOV0Nm/eREHmoUZJWXWBAk45fmhKspgJtFVC4TIkSaKwsJBgMMDevTuQJRduZ7dGBnjqUVXt3Vnz/9m77jgpirT9dPfk2ZxZlgV2yTlHAREjKgYwnqKA+dTTM3vfnaeeOevpnRn0UDGLSs4555xhF3YXNofJ0/39Ud1dNT09YZdZkvP8fgO93dXVVdXV3W+99bxPufYhNzcXPp8XB8qI5mCqoS2qfFRjp1PCtbAz4sj1HGHGEttJsR3oc56dnQ232y0/by5IEg+fzOLOysoCz7tRVnYEu12H0M56CXY7ftcNw0k05gMch517Am2kFGtHJFvaweurYvbS70xCQgLMZrM8m68nkUHSSRJ19PkD5uPId6bBX46srCxIkoQTJzaDDIMEAG6YTCa0bJmNY8eOyQ4qNtSfvU5zyXNoyxsdlHA8VpSfFdMX5LApt5eyZAxCIgDAbKRi8K4IIZwnC5dLwvz5y5FupiFCOSIdUBvlIamXYR9XcjV0G0S4u7iGsiyjDXM0MdEHXmbxAL2FDFjBd8FAvkc+X9MntUKB5xPUbaNAt5VwVxZOD2Fyhlp4gS2fIvl59ChpO8UZPn36rwCoRinLdl+zZg0AqBqlFRUVMBgMyM/PR0NDAzp37qwuntO5cyfMnj0Ht9zyJ7z66mu49dZbMHXqVxg2bBjWrVuPpKQklJeXw+k5ClEUIUleLFo0F35/HeyWtgAAu4nejwbPcXW7up448+sNx+T6nkM6nqfZdgLI5FRtbS02bdqk2kjDhw9HRkYGJk6ciPHjxyMnh0Q76bEbKysrwXEcUlJSYlsPBmfNdK/T6cSkSZPw0EMPBWkdsGn2798fMi7S6XTiwIED6r4PPvgAb731FpKTk/HAAw9g8uTJTfICOhwNQTPnCQkJ4HkeXbuSMLRLLrkESUlJuO66cfJNl9CjRy8M7nMhHp70L/A8j/LyMhA9HB8cDgdWrFiBrVs34fffp+O3337Bli0b8cEHH6CqqgqffEK8mr///js8Hg+2bdsGp9MZQJc0mbLJDJW6HLMfTWV6RIaW+UOoqkuWLMG8efNw+PBhDBoxCEtqvocEEUVFRaiqqsKJEycwYcIEjB49Wj23TZs26NGjB+677z4sWrQIR48exUsvvYTDslOqqKgIffr0wd764FAEjuPAc2Z069ZNpeSnp6dj06ZN2LRpExYvXozdu3ejd+/eajnnzp2LdevWYcaMGTh27BhuvvkmPL/nNxxylmPq1KmoqanBiRMncOLECXz44Ycodp3A0qoluPXWW7Fx40a43W488cQTOOA4GlQeYtwAzz33HPbu3Ytff/0VixYtkimQCnOFOqS6d++uXuvEiROoqalBTU0NeJ4YSElJSfjqq6+wfft2zJo1C/PmzYMEP2odO9G9R1ds3LgR06dPx/bt23HhhReq5fjrX/+K7du3w+v14uabbw64T0xpQR0bfs2vMSF2weACwufYfFnB6TNZBJeW8667JsY2Z11Bdu21iTGsOKUAgOMEGA0pmncWy1bTC+1gn1M9Bla0oGHI7LtP4M1IMrVGlWsnXP5quPw1qPNXIN9MtNsEwQarSXHoscLo2norhr+Shg17DlUPsghEeXk5PB4Xjh8vA8Dj119/g9frxaeffoYDBw7gm2+mYdGiRVi+fBmmTp2Ko0eP4H//I5pbfj8ZePfo0Q2tWuXhqquuwIgRQzBkSH8MHNQHVqsJ7du3wwHHPPgzSUhnTmE6eIGH0XRWzfOckUhKSgr46RlX5eXlKCsrwxtvvIHU1FT19/XXX6OhoQGpqan405/+dBpKf+biTLaf9KAY2F27dkVCQgKGDh2KTp064bzzzsNVV41Bt27dcP/9dyApKREPPvgAAKB//34QRRF+vx+lpaXYu3cvZsyYgW3btuG99/6N2tpavPjiSwCI0HFDQwMWL16MiooKebWoM2UAJCE/Px8lJSWYPXs2Vq9ejc2bN6OgsBUc7iPIyMiAz+dDeXm5aie89BKpF8eREMX9+/fjt99+w5w5c3Do0CFMmjQJVb6DSE9PVxn2Df5QoTx+3HTTTZgzh0xg9unTBwcOHMDixYuxefNmLFu2TLZhRfA8j6NHj2LRokVYsGABDhw4gP6De2On42eI8GLLli2orKxUy/nggw+i3nsUdZ7D+Oc//4ndu3fD5/Phsssug9tXrdsWRqMBX3/9NTZs2IAlS5Zg6tSpMJtN0LNfbrjhhgD7qb6+HsuXL5ePiygsLMT8+fOxevVqLF26FO+88w5ICLYbl19+OXbs2IHp06dj3bp1ctgq6RMffPABDh48CJ/Ph+7du5/Evf1jIyMjA1dffcXpLkYcYaCEeK9btw4ejwezZs3C4cOHMWvWLMyfPx+rVq3C559PxrFjx/Dmm28BABYvXgKe59HQ0ICkpCQUFhZg0KCB6Nu3D26//Vb06tULb731OgDg1vHjIAgCzhveBza7FS1yM2EymSAIZ7L9f+YjGtsJIPqxXbp0CZq469+/PwDC8i0sLITVatXVp926dSvatWvXbPpSwFnEmPr73/8Ov9+PZ599NmSaqqoqSJIUMi4SCPQADh06FEeOHMHBgwfRunVrWK3WoPPCQRTJR+uBBx7Etm07YLGYIUnEcdKjR3f88st0tG/fDtu3b0d5eTnq6+uxcOEilJcTg2DLlk3Ygi3AcjKocrs9AHj5QyqhvPw4rEIGks0FqPEfhdtTDgmiLBQc2QB0e46BDu7UUsvsCg6znIvUvek8nSE1G1MAAE53YMxqZAQKZ/fu3VuNex0/fjzee+89dOtGBqg8z+OCCy7Axo0bA3Iwm824/PLLMX/+fLz77rt49913kZiYiIkTqTOAOGmAco+AzdVm1HooW6W1bQjKHOsD0nm9Xtx5551Yu5boMzz66KN4//33MWTIEADA2LFj1XIqK49NmzYNfr8fHMfhnnvuwddff61eo421Bcrcddi6dStuu+02PPLII+A4Dg0+CV/XkDYlsxrEyTNs2DDcfvvt6Nq1K+rq6vCPf/wD//znP3H33XdDa1xt3boVmZmUhfHCCy8gNzdX7Wvvv/8+ampq0KpVK4iiCJuNCmS+9dZb+OCDD/Dhhx9i1KhR+Pjjj1FYWAhJIkyTmTNn4r333tMZPLChX+RYV+vFAIDtznkIdExFo5kmwcAnQxASkG/sR44YRBzlLZAkP6qde9Uz0m1dYTPmQODNGJdM0pY46DSnwJS13E3u894UGtecL7YBABQwL9lNdQpLK9Z+d9K/P31vPrISuqOBCfHcUkNny7Mt8ioyPlr2zZU07TcVHwIAvL5yBLZ9OKeUAYAJOzk6w6XPxKGzuZcmTlL3XptPXvUz+KcBAMe9h7C49stIFY4CgW082NQFMHXBVn4pyj1rUe+vgSik4iBfjsNiNeqdhwAAdktbNLgOQ+Ct8ItOQHcGmnVmQicNy7YCAD/z3AWXLRC0r/KcDeAEmAyJqKmwwW5uj19+JrOGxUWzZSaDcp941Nc3oKN9DMpr1sFir0Onrp2RzImwte2PmuoGeL0+DM6yY+HCRbjoom747DMijKo8w2c7JFEiK03GOM9okZOTg4ULFwbtf/nll7F48WLMnDkzSND7j44zzX5SnoXCwnYYOfJ8pKenY9++fSqzafz4W/Hvf7+P9u3bYd++faiursbhw4dx9OhRVbtFCZNTViz95hsSZrhhA2FKmo05MApZ8HOUYeBjWOLhEEoMWGFn1Dgpu8pkSFS3OVk8WhKbHvICAKWlpWjTpo2q8/fGG2/g2WefVR2ugiAgOztbXTVMwSOPPILx48fj/PPPVwWbW7RowUz8QR0ANnDVECT63TTIjA2f30Mm+GT7qaqqChdddBH2798PjuMwZcoUPPPMM7j33nshiiI6d+6s2k/33nsv3nrrLQwcOBAAscGGDRuG7du3q9cxG9Lh9lVg/vz5mDp1qmpbuX21KGvYgkDZAQl33XUXsrOz0blzZ4iiiO+++w6TJk3CBx98AO1kxbRp0wLCTX/99VfMn0+Z7T/++CM++ugjvP8+CbVU7CeDwYCPP/4Y1157LVatWoWHH34Yr776Kq666ir1vFdeeUVlnoSD0UDePV5fMNs+ElghcsUOBwBRJPfG7aX6ZxYTtYMSLWSyx8xTxoTATEx5ZRZZg5eyoyzy6s5GjtqQZb46dTuc+ENTUV3pwReTf0a2nTq/nczzCVn03M3RcEyFJQUARTVLSLIQrCF9NN5ZbrfS8ZAgMyE9Am0np7s46JymgLVRzcbkoP1OD33fSpJbPsYIwzeqHWIPv4+wy4qLKwFYsGHDLoiiEyUlSj/1Y82aFQCA6667AYCEefOWgecF1Ne6kZyUjPz8FsjMNcPlcqNbt46Y/tvXmDDhdrzwwouYNGkiPv98MoBzw3463bYTAOTm5mLbtm2or69HQgJl6a1cScIs8/LyYDAYcOWVV+LHH3/Eq6++isRE8o07cuQIFi5ciIcffjh2FdDBGeeY0i6bKQgC1q5di7fffhuzZs2KyvhpTFyk2WxGp06dQqQOxIcffohnn30WdXV1cLlcallnzJiJw4ePwOVSxKk5bN5MaMo///wLAGD9euIsIaueaEWngcBBFx2s5ideAIEzweV1wygko965H2SVjMboWAGB7ILGrFLVVHABYmzl5eVRLYn6zTffYOXKldi1axeMhjSIoht1dXXyzFbTUFtbKzulSJuvWrUK999/f8BxBRUVFUHlzMvLQ79+/bBnzx7U1tbi/PQ+OFBnRXHRdhyo2BkiZI7ew759+2LFihWqQT179mzMmjVLdkwB1CHBinRLEAQet912G2688UYAxIi69tprUVBQgD59+uDYsWPq7EZqaiqGDRuGK6+8EgARohcEAb1798aGDRuwatUqANAYsjRkKrAcQGszmVXf4VwECTwItT+cNlGwU4oFx/GwyYZUtZPOuieaW+Nsw4OP3Ix33/gqBjlF65TiAJjOKi2d7vZhELmeSBCSMcexKei4QbDDbmmNBlUUn2VCabfD6W5pnVNA4AqToUAZWIIa0hBac8VmsyE9PRVFRcdQUlKC3CQzjpXvh2AVsGMucRbO3U5W5PKLHuyt+REA0UJSkJqaCoPBAIvFgsTERPzzn//EXXfdFaaMcejBYrHg/PPPD9o/efJkCIKge+yPgjPVfgplOx07dgw//PADdu7cBVEUVWeTotGk2E+sY+PcBwfRb4PHU63uKS8vj8rZet999+G+++7DkSPFZAAr+VBSUhKgG9JYEC0s8p6VJBGrV6/GxRdfrJY1kp3XsWNHGAwG7N69Gy6XCwmWfJh8yVi7ZgNc7oYwA05iC/Xt2xdz585VbZfZs2fjlltukR1TLNhvh4jc3FyMGjUKEyZMAAD07NkTSUlJ+PLLL9G/f3/s379f1RwcMmQIamtrVTtp8uTJeO2112CxWOByuTBv3jxSoriA80mhdes8DBk6AAt+ObWacnGcXvTt2xcZGRmYPXs2SktI2N6WzYRxXlZagVoXCSPesH4rHO5jqvj7b7/9rn5z4vZTbPDQQw/h6quvxkUXXYSHH34YGRkZWLVqFV566SV06dIFl112GQDg2WefRf/+/XHFFVfgySefhMvlwj/+8Q9kZGTgkUceadYynlGOqUOHDqFt27YB+xYuXIj7778f1157Lfr166fqSSgzSbW1tTCbzUhMTERqaio4jgsZFwnoq8xHi1atWmHgwIHIz89HQUEB8vLyMG7cONhsNmRmZjAaBdFot7ADKm28PB2sCsySmhzHI8HWDrUNO8Pm+9prrzN5aZ0J1CEmSr6ApXObA6+++iq6du2KgoIC1cGi4I033kBVFdET+OijjzB79myMGDEC77zzDjgY4fVVITs7C2YzEac8evRo0AxhdFDqL4LjODz66KP48kuFLUIGvn/9619x/vnno0uXLrjuuuvU6zgcDlx66aW45JJL0KdPHzz88MOYMmUKrkq/Hz1yBuDfFY8HXY0Ia1Jj6+jRowGrGXXs2BEpKSlISEiQxQS1g2pS1ksuuQQNDQ3qKh49evSAx+PBb7/9hsOHD6NPnz745ptv8PTTT6Nly5aorKyUhVRJnYqKipCXl6fOIOsjsq4UBx4SjEDIZVsDQ620TqlzDf9977uTzoMItEZaEZCynxrvlGpOA5p1eIdGgpAc9jh1Th0E65ANDNMDGvcujSY9GxYYjYOeg8PRAIejQU1f7TsEK58KCx9IZ/aJLhTVLYBSn5qaKvWc77//HkVFRThw4ACOHDmCvLy8KK59BkKSyC/WecZxUjiT7adQtpPT6UCXLl3gcrkDVqk6PdDaTqevHLzMdpk2bRoyMzNhtVpxzTXXBKT6/vvvVafO008/DYfDgbZt22LNmjXgYIAkudCqVStwHAdRFFFc3FSWB53UtNlsuO+++xhRXWJrvPvuu2jfvj1atWqF6667Tj2zsrISd955J5KSktC2bVvceOONWLZ0NbKSBiIjsz227Zsd8epHjx4NcH526tSJeXeytlMgo3b8+PH4/fff5clgYODAgfD5fFi+fDl27dqFIUOG4KmnnsIXX3yBvLw8lWEGcKiqqoLT6UROTg4OHTqM4MiDOJqCoqJj+O7b6Ug3dzndRYnjFGLjxo1NYjwRORZiG5wT9tMZYDuNGTMG8+fPx8svv4y//OUvagTO3XffjaeeegomE/E5dOrUCYsWLcITTzyBcePGwWAw4IILLsDrr78eENXTHDijHFO5ublquJWCjh07Yvv27di+fTu++y54QFhYWIiePXti06ZNsFqtaNeuXci4SKvVioKCgiaXb/To0QGUaGWmaOPGDaADHRryEf2AKjQbYF/dAoiSA37RAQ4ceN4aIV8er7/+JgL1nvTDX47XLlevb0+lK+m4vbET+Zs6dSpycnJwzz334PHHHw/Q/pg6dSr27CFe8337yAyKIAjw+/2wCElw+ivw3HPPoXv37hg8eDByc3MZ4XBgn6sG35TvxXEfDW/y+Bvg8pcDyNWUhLBPXn31NdhsNjz33HNgGRm///47Nm/ejOuuuw7//Oc/sWDBAvj9ftx5553qLFm/fv2wePFiTJ8+HT9XvI8R3UYGXMEhVsNRvRiBDgcJP//8Mx566CHMnDkTO3fuxIgRIwCQmf8uXbqgSxfykV6yZIms4UHu3aRJk9QwIIAYlykpKfjHP/6BmTNnIi0tDQcOHMDkyZNhMBiCXvyiKKpCtaGhdYoCgIQZ1a8hWCRbbxDPiJNa2sJmaoEO3ED1aBcbdU7UevNJPVOoc9EpUqHTvTUkfCLXTinoqSZarnovCUFIFmlf7ZVCnGC9U+ksrVckGgZH3fsxlwkbjAXMZjPG3TocH3/4DdYyYXWHjueo2x2sKQCAGg8t0yLvTFo+3wlEdkqx4NAv6TYAQJlExWstjGipx0sXDVDux3Lnz0g2F8LI2/DNoTYAgM0gM8JuPysw2xhQlleqvTsE3oJyRuh/JqMTZuQJO+NY9RJ1X7K9MwBgYgYdvPxSsxGSXOaD1TNAND8ay+qM1smkPQdQFmIwCzQMosbPOv8Je3HUqItUYdD9DqK/8kP1FtVpeKBqOgLvayAuuuiiAHHKsxbNKOB5Mpg8eTImT5588mU5S3Em20+hbCcA+OGHH5slTMOjq1kUDlrbKTRcHlbfktoaougMTtwEKGV/5513kJmZib/97W8YP348Xn31VTXNu+++q7KTSkpKVKehz+eDJAdiTZkyBWlpacjNzUVWVlbANRq8xyEyEYvKSn9EKkILCUajEdOmTcO8efPkvkS/W5MnT0Z2djYeeOABPPzwwyqTYcSIEar9dPvtt+OTTz5Bhw4dUFqzDH3PuxzbGOKMKDk17Urskvfffx8rV67EF198AZfLheHDh6vMv0svvVQV6v3ll19QVVWtnj1x4kQ8+OCDNH9RRJs2bdCuXTscPnwYffv2xaJFi/DVV1/BYDAETXoG2k8GAPrhnVoEirdHB0H+9iRY6IIqiUbar5RQvFqXvj2nfGsTOP0VMf3ypKKSDgCSeTn8T6L7fHYaQlfKCIzHCm0KctGpUwfMn71e3ec00PZSQhF9EhPK59ijbjcldM0gT5Cx0gdsCJ3euN7ro4tIibxP3ndy4bksOJlw4GcW6HEwi+Vw8juIDQdVQviMBmpDiCKdGPP5a+StUz/JwxIcRJ0g0NGjR+PgwYPYvn076p1kAoJtY3bBo1A4J+ynM8R2GjlyJEaOHBkxXd++fVW26KnEGeWYMplM6NevX9B+PT2JyZMnY8qUKfj555/RsiV9mV9zzTV4++23UVRUpC6fWFdXhx9//BFjxoyJYqDeFEgYNGgwVq1aCzqYDxd+wkIvDfPShA9+0QkDnwhwPHy+KjRu0KaXvzaUsHnC+jiYsGXzDmzevBlLly5FQ0MDHnjgAXX2dcOGDarGlEWOy1+7di26d++OFctILL8S7qYXLucTXXD6KuDzN4DnTOB5PbFnQBksvvDCC+jfvz9Gjx4t56cIj5PVKXbv3o358+fj6NGj6NOnD9auXYtEPguiKRFeXw3WrVuHqqoqFBYWYt26dVi8eEHIaxGQPuD1ejF8+HAMHz4cycnJmDZtGn744QeUl5djwIABqrFPmU0iMjMzcdlll+HPf/4zlHt49CgRV1fo5pWVldi3bx/at2+PtWvXIj09HSaTSV2dqkWLFmqoX+h20bv3InjOCp63wOdX+hu7gh8Lyj6xMZoH5yr8fj9mzVwSOWEIkAFHY5xSkUEMf62QOQ+/6EKlczuy7f2DzjEJSWj8cx8Yeijw0YofsqzQYHAczxxRGKI+RP8OVXNqRNrGQRAMKnOR9nledUr5dRlwcRZQHKcOZ6v9NGjQIJjNZt1y/jGhvGc5rFixCoCI0tJSfP/99wGOqSVLlsDv90Pg7RBFFxoaGlBWVoYePXpg2TIi+H3BBRegS5cuWLRoUfBVJC8zKA93X4mDZtq0aSgpKcFDDz0k76fvOMV2WbNmDcrLy/Hggw8SVp5kgMBbIYpO/Prrr/j8889lG8WLWbNmhag7+z+H0tJSdO/eHcOGDYMoili2bJnKvs/NzUWbNm0AQJ3pByTVeUUE3Ek5jx07htLSUhw+TCIb1q9fD7PZrNpJubm56vl2ux1JSUnMRKjeynyN/T7FUVZ2AtXVtYi32x8LGzduVBejiiOOSDijHFOhoKcZoXxohw4dGhB7r4RpXX755XjuuedgNpvx8ssvw+VyMfTj2GP16jUxzI2+tAm7AvCqop3sKlUn83IPdE7tr/pZk19jnGvafCWYzSZ4vV51JrR79+6or6+Xl31nYYRBSMII+yQsrfsQn3zyCV5++WX89NNPAewovVCmOu8R1Hnp0skWU0u4PKUgso2BjKl//vOfGDFiBC699FI53I3UURAECIKgOnPy8vKQkpKiXttjrIHLSV6ovXr1UllKkdCuXTuYTCbs2EGWkPf7/Vi4cKEqHvrtt98CAGbMmIEZM2YEtd+tt96KefPmobS0FIoD4ejRo9i4cSP69++POXPmICUlBYWFhdizZw+OHz+OLVu24Morr8QPP/yAnj17IjExUdU204dePyIGoSg5Ifpdmv2hHFMAwMMtz/70SU9Rj/ZPo7Mn++oJm+bwCbqqjYOjs1BHJRJC4qunTKAynjJw1omkLjXeInVfft3VAIBsK3VKcrIRmWFUWEzRMhgjw2w2o0uXQhQdOYYDtXQmYQ8jqru6QZm51jIPI2lKaaEY/hLW1nwY4jig1I/jLJCkBihOIMGUghrHDhh9B7Gn7idSfmMmM1t4cu1RXhccInqiljI2zGr7U0dOjRyG/J1xuZrO4WdDh1jx8uYGaTflPhVyZFDvER04jpVg2YQZGZkoLz8OrSbggapfoX9fabhjQeLlOFD326mo0KnBGTLrF0d0ONPtpxUrVjTLikynShg4kOUTC4iwWq1wOp1Q3iE9evQIMclkhN3SGpLkR51zNz7//HO88MILuOyyy1Q7J1QYuCfo+0RlBFgYDGRVvNraWtx9992MzpIIi8UCt9ut7uvZsyfKy8vhcrlgMpng8/ngF4ldcNlll+HAgQOqreX360kDkGv36tULlZWVanhdfX09Zs6cCavVioULF+I///kPAOCzzz5H4PeCTDZOmjQJkydPlu1P8r1bsmQJrFYr8vLyUFxcjF69esHlcqGkpAQVFRVo1aoVOnTogD179mDs2LFYtGgRGhoUVoeePmoou6LpsuHJxlbqdhpoqJKXJwwiyUzvjZdh5/lEctzBVzOloO1b7ToEAPAw4uYmWfiY5yjbW58tFztkpKciLS0Vq9fQ738ts9CAwiQKtfhAUxB5wQPl3UPr7mWYTG6v/BzFcLisVz/WXuQYCRd6Dnmf+UUTs087EX5qIek+F8Ho168v5s2bH6A/F4klxfOkf0qSBElq7EJcZyjitlNUOCscU41BZmYmli5dikcffRS33XYbfD4fBg8ejEWLFkUtct4UBL/QtTPmJzMI1OYTq44YijnFOiwaWw9yvHPnzvj555+xceNG2O129OzZE3fddVcQXVoZJHMchwLzEHzzzTdo3bo11q1bh82bN6Ompgbdu3fH77//HuDU+vrrrxkHE4mbLT1Wp5ZVEATVKdapUyc888wz2LdvH5YuXQoA8Hg8GDhwIBISErBjxw5s2LABx44dw8cff4y8vDxV++rIkSNYu3YtOI7DgAEDAhhfY8eOxf/93/8hPz8fbrcbN9xwA+6++26sWbMGEyZMQIsWLdTVBLdv3449e/agffv2OHDgAO677z617InWDnC4i+EXHWr5J02ahKeffpq5H6Rd//rXv+KTTz7BmjVr0K9fP7z33nvYu5eEqz3++OP47LPPcOONN6Jv37549NFHVabZn//8Z9xxxx0oLCxEp06d8Oijj+Kqq67CkSNFIe4pp/k/HM7M2S8LbwdUbaxIzintMxWK3cOhrCxYg0XfcafNs7GMGm1osF75yLPKcTZwnBBAS/f4KmEypMrGix+ACJ+/CjxngSDY0XhEy7QM1cbh7wEZ3GjfPc0BvXrQa7nEKmjvZ4sWuaisrALpS1pHbiinlIQ8+zCYznHNtTjOHZwO+ykvLw8jRgzH1KmxWFDi3MC4cePw5JNPYteuXcjKykJ+fj6uv/76kOk5ToDJkIZnnnkGb731Fvbt24dVq1bB7/ejd+/e+OabbwLSr1+/XnUmuVwuDB48GOw7j7Wfrr32WowbNw5bt25VmVHbtm3Drbfeij59+uDLL7/Eli1bkJiYiG7duqlhfO3atcPs2bOxfv16JCcno2PHjrjlllvUMjz11FO4/vrr0bFjR/z73/9GbW0tLrjgAlRVVeFf//oX5s2bh7fffhsFBQX45ZdfsG/fPvTo0QO///47vvjiCwAcOHlFOeqEFJGUlISxY8eie/fuYL8j9fX1ePLJJzF//nysW7cOw4YNw7333gufzwefz4cnnngCM2fOxMaNG9GnT58A2Ym3334bI0aMQEZGBr777jvU1NTIKw/GWVONgdfrlb+jcfyRUFlZxTh544gjPDgpvsxEk1FbW4vk5GQAPIxGA7zecF7+pjI29DSr/Giapkqka7DQGzhHWwfCtkpPT0fnzp3hdDqxe/duWeibDAhbtGiB8vJy+H1G8LwVFyYSLaft7iUodq2EyWRCnz59YDQasXPnTlXAEiAhaspSxgpKS0sh8Omy1g5xVD377LPo3bs3DAYDsrOzg0qphMYpBtX27dvh8/kCHF7Jycno0qULRFHErl27ApxjdrsdKSkpAXmWl5fD7XYjKSkJgiCoDq6srCx07twZJSUlqq6W0qapCT0hSj7UNBBtD47jVD0tUaRsE6Vt7XY7evfujUOHDsmCporxJSIxMRG9evXCrl27cOLECfUqSUlJ6pKfCsrKyuDz+RHYj5S+wM5gK2n07j3ti4p+0G3pVD9IjzE15wR17LCMKaMcxpUNypgyR2BMjTJfDQAYlEUZUzuraV/+vPQluT7KSpahdLL0+j+vOc7Bbk9E7+6XYNu2Pah3EjFZSfLKs8LkPhgM6ZAkEX6/ngOLdV5Eo6sSyoHFM+XzyY4pI0SR9k+eMyPR2haSJKHWuQeAAKMhFV5fBUyGTHiasJw1QaSykzoqjCm392jQ8byUC9W/FMaU21spC6HH8t0WDoFOpcHJZKXOYtdaFLlXgu3z/fr1w44dOwLeDQQKs5R9PijbtGvqrfBLHuyq/gY1NTVntUaC8r2rem0CkqzBM7onlbfTg9THPj/r2yiO6MDaTgCHNm3a4NChQ6e5VGcKyPsjLy8PhYWFqKysxO7du2WmEQee59CiRQvZfjEhydYOAHHsuzwl8PqrkZSUhB49esDn86lLgwMAz/No0SIw5F6SJJmNRReQ+Pvf/47CwkLcfvvtsFqtQaL3Ho9HtS8yMzPRqVMn1NfXY/fu3QELsOTk5KB9+/aoq6vDrl27ZNF9cp2UlBTY7YETJMTmEZGeng63262Wu3Xr1mjbti327t0r15t8aznOKteBOqZMJiPS09Nl1nvwezkzMxMdOnTArl27ZKF/OsmjlHfDhg3yQJqUNT09HRZLYOg6KUdsmNiKxlTLxEHqvgDGFEcYUSf8VJSLZUwp2lEWnmp6RmJMZSYQbdMkhjFVJVLbqqxmZRNqEh6t8zvDYDDgwEGqzyk1M2MqMoIZUzxvU7dFMZgxFS1TqKkI1w4Co4XJMqZEMXYaWI2FQUhRt/UYasOGDVNJAdFCy5g6m22DuO3UOMQdUycBalxx4DgiosdxZhiYGXKvrxL6K+9FCzooZp0TZH8s6e+h2B2kzNkJA2A1EiX+Q1UzAIh49NFH8frrr4PVatKyPIxCEnjeiJHJvdAzqSfWVXCo8hWhyncEB900XMZkJMKcouiBJImQJDdEhopvt7SBwFshcLwqDJoAKvRoFpJh4hOxr/43PP/885gwYQKeffZZfPzxxwjd5oGsE/39eunprKLRaFBXOApMJ2nO0WO90TC4wL85cJxZ3m9ETkIvmA1JcrvrlVU7INaDXpm05yvlZB2heo5RFsFO0mvTnlK3L8qlfdQvkfO3MBNmDT76YS1xEwOglKcU3yL3OnW7zqEnZE7yb516kbqnwkXT1Tv3IXz4HKmfwFmQausCDjyqXfvg9VfDZMiQwx1EcDDAaMhAbm4uBve+BMsXb8KR6jlAkJOGOgkD/2aP0zZVBC1b2kgYWalrm5rSIFjg8hyD0ZACr4+lMmvrI8JuyIbAWVDrPcSkU45r71GosjUGev2MdaJyKEy9CgBwtGElXB5lkEDqbTDQZ3e4/TYAQJF7A/a6FiC277VI0DKeWMYW7dN/+tPNIRgdes+UNk8AEM96wyFuXMURK2gdUzff/Cd89dU34HmzmkYZEJ7tsJiorAAN+9PaTywkCHwSJMkDCSJsxgwYhQRwggUAD6+vGvWqAx+qc0Z555DBqhfKu4nnrOA4EwTeBlFyQZK8qlixIgjNcyZ4/ZUQBB6ffvoprrjiClxzzTXyYDIa+0m7X2vjBB8zmUyQJFGjH6rNM5T9FI75zKv/Kw4GOmgPZz+FOqZXj0jlaBpyU4ar2y2lzkHHq3k62eiQqCHlk21lFyP43+CiUhj64Wyk7BZGG9TD2BnROjqMBhoK7GeeWdWhw1GHXr9+g+H1eLFp88kKqzOLrBjIRKbPz9pIrLh5+JBexQFyOh07WihtqtuejIPMbKILGsQ+pDh2CG0/RQNiT53NtkHcdmoczrlQvtMDCenpmaiu9kAURQjMyhfeIGcSOziWNP+Hgt7HMdiYoWmbArZMwQN5xSnFXu+xxx7F66+/xqRXBnSkLCm2LjAIpC2GpZ0np6lHqqEVUg2tcNC9Wr8kHA+Os0L001kJg0AMDJMhGSYDmRXK4ToEnOeWV6VYvHgxpk6dil27diE69gXrLIiWKUTCe7p06SILbOoh0NkU2kHBOgoAqhfkgSTVo9q5E3bVuA1nDCkGmdZR0tjVzZSyhwpNO/XUdVFUwvEURDYKSXhtZKcUAGQnDoJRDm9z+GsAjg9gFBkNGeA4AVVVNdi941DQ+YFODdbhGPqaHGdXQ1kTTESAWPDQJdMtpgzwnAEO9xEE3kdtGBqPXPsQ1HmKUes9guD7pC2D4jg7mfsYbmAQCKP8vBLn1JkGbVifsi+wfoqYsP75kfI8x0I94joJccQYxcVaVuW5DtZ+0oKTHXTESZdiIyGUTnklVZMxFXAdDpkzx/GQJPrN52V7lOM4CJwVgFW1y3x+ZhVBPwdJkvDjjz/i//7v/2Q2drRaiKH2hz7Wq1dvOBwObNu2Tfd4dNcIPo8LO7ERvkyh3+fn2Dv8NOHQwSPNsgJnHGc2QttPfzDEbaeocCriJf4A4FBQ0C4ovIyCDbtRoAxgWTHzcD9lMKn3UmcdHLF66Uf+GNOYYaV8LCuHV42fUwWzvCzsvHnzZKeUUrbmeXArKytl400Lvfuqx2ZinQ3KNnVkSpIHPG9FirUjql17EX3olzbPxkJxsiiOHa0TLRz7K/YQRa/snInUnhSS5IfTrQx2wjuICLOPhhRwHAeTIR0mldXDg+OIsdumbSv0HdCZyYPNn71OKIOensMuWRwKJmMqrKZcBDs5Ax3eJj4BBtUhrn3faO9RqJnuk4HWIRoIoyEZfNSr+J1qaJ+Z4HffTTfdGCEPvdn22IR5xBHHuY74YPXMgChKmD59uuwobN7315EjR1BdXd1s+cdx5mHQoH4oKGh9uosRxylEQkICxoy58nQXI46zCHHGVAwgCGlISMjCZe0uwvGj1UjmaHzyITuZ2XL6ynG4bq68lx1gm8BxRlycdL96jpOJDV9S8w6Ig4B1/gSHjXCcCTxngl+sR3hh4mjB4c95f1f/8jB24+d1q+DzVeCTTz6R91AtHh5GtDT3QWvLEBiYMpSTEHmkGChVn42VVrShtGVQoGgJZdtol53TsAUAUOLYpO5LtndTty18Io7XrYEUgfnEYlTSw+A5HnNrXo+Y1mAw6FAngxlnHGeDJNUjdChd8AyfKNbJ/ztRUrcCgY6uaGYwTyYcij1f6xzVhvYF79srUmfdIF9bdTvFSNpF4Gn5qz20rzeAUK5ZHYU6xx7oi0srTjKiHXW4il16Wp/1p3fcbikAz5sw2NBXPZqdOUDd/ql2FQCgqHoBAGDLlnJs2boSgRHQbP7RPnecygIEgASJOFVZZ251vTKTHCqMgLJytld9icB3hB7YvhPLAQdtT0FIVvURLrX3AAB8Lj+fLAVdFKl2QrqB1LnSS3XCTj3CPzOvvqrHbACCnw9o/m9+x+2phiRJkGI8SxdXFPijwgSO41DYtgc2bygGB/oOYPVw9MNUZDa3uaW6h+fo+USvLjLYFbBipW3TKZUKlWeJNFRqhX8KAMCnoz9oNVNNITsTomPhiI3h42lIUmCZw4cqJVrzAQBmxt6qdREtIa+fhi8ZhFRmm3ybGhMepIQfeaPULrRYLDAaw7/zm6Lrw6aTzqDwrGjQ4KWhel5jO3XbIH+bhBBDNr+8Kp/TQ/tV5NXoyDu3qSFgiq5Qmr297vFqB3n+3N4ydd+vv00LuUpkY8Axz7kyqagX9hYNzpwQPmp/CDx5vgPDEwkkxpaIZnLzdKO+vh7vv//B6S7GGYG47RQdzvxefZZg5849qKmMdtUBOpBhX7D60DoJADII9IMyWgCzMQtGQxoEIRGU7aL8mqPjSnj//feZMpL/rXwK+Eb6O+mqYWydTr7MFkMashIVJ0OkPEkdSr3bdfcHQ0R9fS3sdhuzT98hQkITE9Tzoq9bKOdHc4PtP1TImfRDpS+y+7XhqjEqhRTKwaS9ph/B/Ud7jpprwHGeb1y8d58+vXHppZc06pyTR6g2ZdtB65RS7qGWzajnSIlV+XjdZY7VVM28FPXJQekXwe9Ns9mMhx9+KMx5QHM9A2ckFDp6rH9x/GGxcuW6c9LAjiM0RFEMWpAljnMb1157DTp27Hi6ixHHKUTHjh1xzTVXn+5inBmI205RIc6YigEMvAWFbQvRKisRKxZvQQbosspduEIAgN+Qj8OYh8BwFx4J1lYkD8bzPaYFndkS8QAAYFnN2wjUpyHMowJTX7QxD8CFLchslyRJ+OLIcjjESpSjFG5fJSTJL4tcNm4gmm0l6ZdXrcCq6hXqfhs41ELCvffei5dffjmgXA1iOXyiATX+etyffa16TnEDOX7EV6nuk2ThTTpgZQfVgewiUf57UDptvxX1KQAgh3kR3Jz0tLo9Ioec+2NxR8yv/grphhYo8xYhdDvw2O6cg+3O2QjPOiODT1EUsWrlWkQzyCczGxZIkjNsOuYMBDoQwmk/xRLkXgq8DQYhARY+CRZDGhJMebjIRhgwtb5KfFX2HoJDy2TWDDPrbTfQl2aFh7SnixE8TzdTR0aKRFb+2VFfTUoS0C/0NCdY0X0tIoWikuMtzD3JtU30XmcxEWctasjze8xARNg3b9kPSdoNQbDDH3FGMjzY8MG2AtFw2xmUKhLbhm2HYAYbDwH5iRfgUJ3y7tHqmcUSEnzM8/11za8AAIf7MNh3BCDKjEBShu8qXpH3ny7HlVI2TnbsA5LogST5YLe2RYPrEN58860Q50kIZA+yEwEcuqTeBL/kwe7qb5u9FnHEcbaB4whjqv+Anti0cRtKihuYY/SdTPXpWLYAsYHY96jVSFePU1gHtQ66AhjLwEm0kXc7y1JVmCcuT5W6z+2li3FEi1SRanK6pW3YVk9WOLPIbJFAjgZ57zndReB5K3jeBgOzKpgPpEzsKmyQRDQWks77lWWLZCQNVLeTBcJCq7VSXcBIq7R5fVVhjytQJi9qa53w+Rrftmc6lEgAjqN9jWNsSa9PYTUFf9cVMXoAaOCq1W27lBKUVmHSAYAkkHvrF8Oz52IJi4lIHZg5feeiyUj2exib4Keffo2JA5p9NzQHa4gVbI/ESIwd6PPp9lbK19ZjcNJ0TreelMipR+CEZKDw/N69e7F79+7gkyJAWRBLkkR4fWURUsdxLiHOmIoR1q/fghWLt4Q8LnBGEDHLkx8Q8nwCeN4GnrehvXU4jIx2C8dxaGXujY7WUUiytkOavaesj9P0mfyr77sae47uU397j+7FX//6V1RXV6OsrAxlZSW48847MWrUKMyZMxsP//WeJtYsWGcpFuyDLFM+RqXcjApfSYQ8OQhCEgQhGYQZpHevZE0fQzqS7O3g87uYPBvDHorkcJA0/wOBGl7NAeo8SLJ1gN3SChm2Hkgw5QWkSjKkAVD63KlgiIQTK+VD/JrHeTdkyACcf/55kRPGBKEYY1qwekb0nHZJY2AxpOJI3QJQBwqPwL6tZVFpf9Eg+Nrh6wGcOcwiWjaTMQsmQxpMhjTYrW3B8UY43cfQunVrXH/9dTrn6ml1hXOWniOIz/rFEWP8/NNMHDhw+HQXo1lw4wNX40DJPhwo2Yf9x/Zi/7G9KCsrQ1ZWlmw/lal21COP/OV0F/eUISUlGX379jndxYjjFOKmm25AmzZtTncx4jiFGD58OAYOHBg54R8BcdspKsQZUzFCTk4Wxl15Ab6fuiBkGo7jIElmAIoHvikdio8i/I9C4M1Is/fEibpVoCygxg3af/7gZzz54uPq3xI41Ppq0bdvX2RnZweknT9/MSymLFhM2lX8wkHLBmIZOLFhCCnOqdlVk6HfDvRekBkdvevSwbrFlAMOHKzmFnC7D4You3aVPyW/QNZcuOsEOwiay5cc6DxQxL5Dgaz8o/Tl5mZxNQeaVt4dO3bD54uNDklkROOUCn2OSUhAnn0Y9tb8DNoXtSF9kRCtgD77vFK2ocdXg+B6aFcVBEI7tZobShvwEBgHP88ZYLe0ASQJ1dXlmDVrdojztc7is+05iCOO048BA3vDbDZhzYq9p7soMcc37/2M/3vpCQBQ9XXq/bUoKyvT2E+8ypj6I+Do0WMoK/ujrcb4x8b8+QtRWVkZOWEc5wx27dqFqqro2JRxxAHEHVMxQUt7fwi1Rsz4Zg3MsCHdTB1HGRZm2d4aMvDx+91QBmJE3JnDcn6Gmq6ri4bApcorbWUmDoIk+cDzRmTzHdTj6SZCodxXSwd1Jtmp0ErqKl8YcFmr0OA6CAmirOkUeQD163GFPlmIm7IHq/u9ooSvy97Ed999h4KCQpiN2XB7q2XHmwcuTxlcnjL8ZOypnpMkppB6cMnqvrGpD6nbM+qnoMF9BKGcZ7/WEPG8LdIIdd+B6l+DyrzfQz9654NQjS/IUfbkY7mrEPXOgzAIVnmp5EDmiN9fAzpo15aDhkrVOnYA4GBW7zWbj3IviCMgzU7ulyRJqHYQw5uEDCj9IPh8gbcg1d4DTk+p3C5smliDXNMkpCIjoTd4zoALzOR+L/asU1N9Xf09PUNyIlRY2NY6mm560V3qdms76cttEukzwYb6VbrJfrFWCfGMtaOC1NNoSIHNnA+O45Apks5xqIHStffUUzp9MUdWd8xPHAoA6N69ENnOljiy6zhmVb+CxoOGGLLivN+7idh+IHWbXSkuWlCnz46qrxDMVKJOKZ6zgeOMqkNGlLy4KOka8PL7Y0bVZLk80S6mEOicqqzbCH3nmtY55dMp56kGhxtSb1f/qnQ7YZDp6fvyfockSdi6davuecGaXRwSLW1hN+ehM98GXtGNxhPZz2DElzyOI0awGNPAcTzWrt4GQRBg5qkAt8RpJ3AANoxFCbFpcNNwM7OBhjeZ5BA/szGH7jMmBqXluWAz2GykdgobHhVZUJrgMEffFV3RH0MSewUcn1vzhrzF6jb6IYouiKILDYxgtGggC4QkCFQQ3ZZC7aAKJ3m7hArrqa7fAQAwMmGOeovNsKGCdj6FXJun7V3OiKf7dUSZow3FVr5x6elpGD36Mnz22ech0wpCgrqtiFtLkpdJEfze4Hl6zqkStlbCjgDad9zeGnWf18e2V+h3Xb2TsgarDSn0gNxFbBLtv0bQhYRcIPlLUnQC8U2FIngO0BBal8jUk+lDSv0NTL8ZNGg4VqxYgxMnDpxUOVhx8wbXIXkrdt+QyOF7sn4sM/Ec+Hwp4ZpNkyc4deGDsYHJkKa73+0tRY8ePbBhwwa43e6o8jLIeVnlUFFJ8p87oXxx2ykqxEP5YogJ949uwlnRhbRwHAeeb/qqVTxvhN3SVo51j00Yjd1uBwceBiHhpFfaSLDkw27OB3XshHdKEKeF9hcZBiEBCda2slOKbQeWzaTnlFIQGLZEXrZ6oUzBoYAcx4HjDPJPQHA4HD0/1d6DsDbMeQgOUZMQ/T1k21PvHHpNxSkVCcSp1hQ2T2MRyxeuUk9OdUo1BbU1DaitiH7Fl2DoaV9JkCS3bIwEahQ1vm214aSAPjuQA89b5b7Iwy/WQRQbsLz2Zxx0bUWKIRMcZ5O1A042rE+vj0RTzlMB2saSJGGPYwNmVHyG1fU/4rB7s7q/qKgowvnsMyzBbMxo9pLHEce5gpYtczDuustPdzHiOIUoLS0N65SK49xDSUkpHI5odVbjOBfgcDhQURG8CmkccYRC3DEVQ8z6eXWUKdmQLwAQ4fc3/8tacU4RnPygf/78+ZAgwu0thySJJy1qmGDJRyADAdAbqEqSiLKGNWAHgo2pj0FIgM2cp9nL3o9IA2Qqdvzoo4/rpI12gK11PNCwokAHkVb8nA2ZUhwZevVn00qav4PLwiF8+B5AnFKU6aNXTzEmTCdJkgKWGT7J3KA4pQDupJyoBqMBvMDhuHcfYhfCSMLsiOAmFZEPj3D9PVxf1uq4AV5/NSQARkMmLky9BfX+atT7q+V20q4IGg1YMfBotLH0ynmqQMtQ4y/HQdc29EgYji7WEdjtXI5it3aVzlB5KM4p0s8MTFjgOQdJap5fHH9YHD1ailUrN5zuYsRxCpGUlIT77//z6S5GHKcQZrM5cqI4zimQSJr49x1A3HaKEvFQvhggUUqFABNG9OuPBQc3QuDIwJrjOKypojRXSn9mHQ1kIFrn3ANlcPaNIVc9JxlEg8AqUIq7RaQaBEVuQlXex21U93n8ZB+rE+Tx1QFAo14QhyRqKCbWU8HnPIsdPsmH559/Xs7TBxKWxoGt2/aqqeo5/ZPvBgBckks/TB0TKV21ddlFAIDZXDt13wHXMnVbcYYcqJqOYIYFdbZscdHwvs1VEwAAAk8H4bWOA0yZtWAH4pFA8vz008/CHgcAl4/2ARoKoMcooc64Qq6fek6NkdC73d4SBDKyWAeVnpNLFnU25IDjBGTbe6C8YSMcqsOHvV8SjtbMU//+0XoIAFDv3K+bZ2iHhwhRrFGPz6v/SE1xCUdE8fMT6KC9qIHmMa+OXKvBdSDMdRoLUmaes8IgpILjOKQbC9WjFpGEaxVxx9R926u/Yc4PpGK3MAzFrOPfoLKhXN5zss4U5Z77NSG2EjhmdUMJPgQ7YQOft0CE68skPemLyj3l4RZL8FPFR5AkN4649wHqNZvC3Ip2zqMxz1zz4ufy/wAASjxK6KyINQ0/4erCa7FzZ/B6iRRK+5jUFYLSeLLa6h5/Mfy6K+vEEUccPC+A4wQIvAmDBvXDLz8sVI8pNgtB6JAYNqyshgmFMhlI2JPAU5uDnfBRwo5cTPi/XyTPKrvSl9iE8KhKxz51e4+d2mt2KHacxPwfXLc6B9Xassqr5bWQ6HfLyHwbkmwkjOyYkYYP1jnpSsVK++iF77GodR6i5yeRCUw/aNic6D8ZprDO9WprMXXqVzpH6LeGbXv9FcqCYRBoe3vVlZ+prcmuIBYpTyWtwK6SqBPOybatT26npoQRsuUpr9usbgtJZrkcTP8FDY2qcR2RrxnbewQEtpfRQMMkJdlGc3jL1X31TjZEL3iskZFhhdt9IsYlPB0Dc0n+l/ZPj/dE0PE/CsKtXNqqlZYEoAdqAwpyfyMLSynRMXH8kRBnTMUQx4urwAs8anwVWFLzM9bUzsVxT7gBDRAc0nKqXmiKQcSGDkUPM29B+/ZdYDKkwWLKQWAdWIfJyb9USOiYUtbTGfYTjBtvvCHqtF5fDU6uHrQtzcYcmI25oMtfs/cw0IGkOCg5jkeGvTdsxmwE9jXWMRaOfSZqtrXp9MKzGgdRiuU9pk47xSnVuHN9oPeL/FasWIrKSsUQi7Z87LMW6pnThr+xZ7PPkuIoYjWjTgaBjicq/K891tT7EE3dzySwZSN1XrlyJXw+dnCqMBUD69Icy1afiZDE5vnF8cdGaWl4x8m5BJ634fXX3/nDCJ3rQRAEjBs39nQXI45TiC1btsLvb5ruUhxnJ1asWHm6i3DGIG47RYc4YyoG2FzzNTiOQ2LDaKx3bYDbdQJ2Ux4EqQEVzhXY5ZyF8IO7QDHgI9Wz1bSK2KDZSBlTSRa64h0vyYLRTO8srwumxFtMlIXV2jYSHrEe5d798Il1gCTKg1+Asm8EJApUNLSBEQBNNiWgg70rZs5YBIOQAFHyMvULDBfjODs4zqCKnrPP0DEnnYlp8JH0AjMT6PSQGQgqdskx/+u3JRuOJvAkTZ2HXlVUxRlj8zQvX74iRDlo+QjriHUq0FSh6rGm/kt12ygkBDG8CHtKy56h95DnzLBaWoHnDDjfTMT0d2AXwAHp1h5wBM1wBGqP1Tv3AeACRD1TTa3gFRsAANXu/ZAkn46QPtsPAmdZN0ikrVxl/dV9FRydrd5e/T80j+ORg9dHY9xLHJvo9Y2EpVVds41JzzroAsvQo0dPHD58BNXV1VGWjzwPCUI2so2dIEHCAddSBDtn2Gvy4Hk7/pT5MABga/1SbGpYiFChk3rljB4SAucnFEF+P7P/ZPJW7ifJg+MMkCTFoXP6HcuBYJ2z9Nns0KE9ysqUQTNp7yxjJyQK2eho6Q2LLLa7X6SsuyH2fADA9PplENG8grSnHHEBzzhiBCJczIHn7ahz5KHWRQW8IzF89MCe4/WSbwvHhNVKDDuJl1c3VlhSAOD1UfaHmo4R01akEBTbBNAyY4LfabVe+l5wC0paAW+88T5CsUU5xjRXyikyNgvPsorkOpH3qryvCewmlpnglYKlJaQYv8f8fj9Wr14TNk1TWEdUeDowakBBJJYUe78TLC0BAF5/g7ovkgC+UmYSmk9gMVHNQa98b3y+SoQDK/JeIwt8+82UJaVERgBaZntswZbD7a1Wt70+cv1oFwQAgKuuGoM333yrUdcPFLNX7oPe94Lea5MxXd1uynukaWjeb5jCXIuWOXgmgOM4XH/9dXj11dfUfcqYgl1gwutrYM5RVnRWonzOIc9L3HaKCn+MKd5TBKvFjMQkMyzGDKRY2yPRnA/SxOFYKApiyZySNL9ApJjaIsvSHUZDCizGFgDHrpAFEH9l6EEjx3HIMeXB66uC11eteXGwDALilIodImnWxALatgvPImrdOj+KPFnnAavxE309aDsq54TqI+ReKE4p3bwC/mLrpmVOBcJuykWKpT1SLO2RYC2Uy8QyeaLp5/qILVOqKdC73+y9Ir8dO3ahpqZGc064PEmdetrHoZW5H/LN/UFF79lzSRtynA2ss8jpr0eJ5yD02+RknTt6ZWfzPFmmFHs/yc9kyJIHC6eKHRrpOQ61TwGHpUuXytv0Oe5sHY1W5n6qUyqOOOI4ObRq1RKCcGaE9cZxahCd/RTHuYIPPvjP6S5CHKcQkiTh9dffiJwwjjgYxB1TMcSuXftQV1sHr187g3aqnVOi5hc6H44zEOeUiuicAoW2zjAbsyBKHlmkWnstPiZOKUmSGjFDcLKedW27RW5Hvz+aa7KspmgG+qHyDHUuq7VF/o5mdT3qPAgX1hfiipwBCVZF84LNp2n91uVXZg9PxhkSChLDCAyGz9+A4PKzzyLNp02bfHlmOpq60vthZGZPyYyQFaHryquzRlYhIUDnQykHDSM7mfZSzlXqIWr2NxVapxTNi+OIc4qguZ1T2n6pvWehQiQDnVhjx45l0pO2OdlVSM9qKLN+sf7F8YfG0qUrIYrn0Ox4HBEhxp/7PxQeeeSvp7sIcZxCtGzZEuPH33q6i3HmIG47RYV4KF9M4IEkcchqIaCgfRcsWDAXh6p+Q2AoTKC4dWgEhvX5/FUAOEaoGNiqrooGZCT2AQBkGTqq+0oDrkHOSbNRUfGJuWSWalfteHXf11U/k7M4DlX1WwAAB6qokPgBpoRrallKKTvIU2AGz5uQaG2l7jkhEZbJhgpKaU420YH/pjrimNhUM4XJx4foWDS0rg63wi4B9tWS8MO2CVT81GIiTji/6ILXx4oVksFporkNksyFON/aRz2yv6EKWx0/wSu54JGcAeU4duwY9JBga0tr4XfA6S4Gz5kgSp6o6uH3V6v1CBTN10tPys9xRpiN2eA4AQOMV6pHjLKTo8p7WK27ch0Cpb+xq6mRY3kJA9V8UqRsddtktJL/eRpm6PbL1FuI4GTnilGwq+fUe0oAADtMa9V9baWeAACbkIDjlg6oce1hynKyYOvihST/7XBTgVyHW+tEYc9lQRwVe/fuQU/blcg0FGBe7YckJcdFcJ5yWOmggup9E/8EgTNhdY0ye0hX4pMkBwAOfn8tvq38FADgFxXHmfYdwjqQ2OewMY4lloEXipHYGGYWbc/OSdfDxCegHFSIt5PUGwCwtOF/8PrK5dCaxjK/tB9ivXOD76vRkA6vrxLU6STKZxshwYvA/k+ddD/88FPQ9eo5Qj2/MCNJ3bufiRj4qW4hAMAj1geE2MQRRxwsyLMsivUYNKgH1q/fgP37YxOWpISeSUw4mNNNtxWZBETQhhOYUMAUS5uA/wHgeD0VHVdCAV0eahew2zTcSO+dwMgQCJSJ6ZTD0I+b6HfLBKpNVeU7BACoadjF5NX4wQobNufwk3qYmHKwelh6IttKiE6Kldo+TiZcjRV0V3D06NGgfYKQqG6zbPzow/po20b77mXrlmRro26beGK/uLxVOmex353g9raaWHuJ1kmxiTxMv1LCSSXQ+gYI9cvhfw1u+pFh8zQbiexGOBHqpoPWjb0HTXEhv/LyBzAIKfD5a5i94fuqxMiI8PL90O8L9F4rYbxnK5TwRbYPKO8hD/NMnaqwPja0ODCkV2t/BuLYsWOYPHlKwD6BJ+NHA29V9/k4GjqshIgq72WpST0tjrMZccZUTECcSGvXrsWCBQtAZ931HqhoBmBa5hQrmK38rf8iCAyra0yoGCcPsNlrRCNaHDgI5jgreN6kk66xCM26CF2GyEwffVDGRIqlEwTeBAtvU382IQW97dfLrJdAlkefPr1hMIT37wq8BVZznuyU0rJEJCCAscHWgw1vY+upDQUkaRSnVEQErMxoBPFPB2pMRQuO48DzRvLjDOqvKULQKdb2SLZ0AK27Uv+TmRFgGWB6/Vrbx0I5dUi/uvTSy9AurQ9MvE19ZsJfW/64ShL8YgM8vhPY55iNEwGLInAggxJ9Q1fg7aDvA/bea9MrdWHDciNB6U8CAvsU216h3mVsOgnaZ9YUJsyN43gYDRng0NiwPvY67HXZ4/r3leMMMBrSEcQu5BNl/QYlPxp6mJmZjUmTJkZZtj8G4gKecTQHvvvu+5g5peI4OzBw4IDTXYQ4TiGeejrOmPojoW/fvrjwwgtPdzHOGMRtp+gQd0zFDBJycnIwYcLt8t+sc4p1PEQLvVAiFsGDT0kSUdyg6KEEsmlEURsOFCJXyYvQg0Q6gCQsGe0TwcVIU0oCVK98tHpDeuyRaK8VOUTHxNvRzXZl0P6ff/4lqlVGBN4CszFTs5cd1Os5pxoDXtcpJUp+eaW1wKtS6LFjTt+bLsXaHvoOl1g4p/QQrW4ZuTcrVqzChhOzsNM5H5IkBrVtcN6cfLYPftEJA5+IPMtAHHOvR3A7B4ZRkjBWliEVynmm9GFWD6spDlotlDxDOXwl5tcUpyZxThE01jmlONOUv/VwMlplpI1dLhd++unnJuYRRxxxRIvBgwdj5MiRp7sYcZxC/PDDj6e7CHGcQnz6yZeRE8VxzuDw4cNYsUJ/gag44giFeChfTEAGQCUlJfjyy/+BDuRYR0k0AyQlHetgUBxFWoYMGRCW160DwKEc7ECXTUuYMKW1y9T9exJGAAAyLbRMnYRhAAAXV4ON2IHgQR0dgEqSiylr4KDQbExTt1lq+VrsAMChhh+n7rvU3EXdLuOVcJ9ow/f0EJh2ofMrAICIm9R9Lk+ZvKVcQ4JBSIZRSAPHcXgqj8zg9UurVc/5dH8yAKDO58NqDYP4xhtvwFdffS2v0kYh8DR8sKPcthXYi33e2ep1aRkMoCwPPTZMdGhnpUZ9jb8CRe41qPEVw2zMgNWYiSr5fgSy6lgqML2fCdb24DkjuqOrerROoivCuORQpiyhg7ovnSNOhgSO1r1GopT/Yss+AECSRB10vRJofxlqICupfOGntPnjtatAnbBaR21j+4bSV40g/ayxYW8SBAE47NkIUXXMcpCkyHkoYaNefzW21f+AQLYPey5lrnl8ysqL4Z4D1mEUS90jJbRPyTN0KDLPJ0KSPJAkN5NOxObqyUFpHQkVECWfHHKg1EtAcP8PBW0ZFPaTBJORhk6wIahlTrLiYoPrAALfLaRf+cVKJq/Aa+fk5CA1NRVr1gSuHrWu+hMAgBfj1X1ba39Qt+0WEjJ8gXksvJIbM7ApTJ3OMkjNoGsQ1sEbxx8BK1asiMg+jiWiXU1Mb6U+M0fZoDYz/Z7V6KQNROhJLI6jKxKzZatpqJbLQb+lNhNddazerYRvxe4ZqpRtBZuZ6o/qhe+xK89l2omtYOfSg9IBQJ3OvrvvvgsvvPBiyHIYmVBCdxNW6IsWrN3KwuEl91M/NEy/velK2sl0H2MP+mQ7JsFMZQ7MAklrYGwnL2M7NXiJ/WBkwp+SDC3pcTn8sbKBhlnp9duTR/jwxUgYfflwfPLJp406hw0dk6LsA7FeQbL5wI71mFU15XqylrookXDT5gjfY0NZTYYUddvjqw0oTzDC94FOnTrh8OHDOHKEyjk43cVB6VxuGoKqrKJql989kuRHvbMi6JyzEnHbKSrEGVMxxsMPPwT9MJNIrAK942xoifaDwIZ8sewpbVqWeXUyHVgbZqZ37VAQo0pHwwiBk2M7RMMWoccVp1RT8MEH/wlySkXXzmw9eVAfcWzYSmWeHZAkEd3sY2EUElDu2Kyyb0iYnRK6pUBh2ZBtnjGSTy+0Ya3sr7HMOIAstM2DOKeUPKPPJyUlDZLEgYNRp1zRlgEI37dZllIkaJ3gsYI2P73ykHvD8xbwfCJIH2bfV8Fl8viq4XAdAWkvL4iDkHXGR9OOTa2r9t2i1RQL/hxyHIdDhw5p9p57hkAccZxu5OXl4frrrzvdxYjjFCKcUyqOcw8bN2463UWI4xTC7XajrKwscsI44mAQZ0zFFBL+85//AJBgM+VB4E1weanIH89zcHvLEd7pIoIO1kQAAjgYmBkAZXAVismgly8XkG5NHRFQ7IcsNUU3O5kxqvUBG/WmtoKuKYKHAR0sI2HkLCjhj8JqzEQK6AzbVveXCGQGSdhT9S2UAWCxo7Wa1uE+hNg4pSgTwukuAsBhvv9zWgPZ4UKcNH4APFxeKij5RRFh68w4mgCf5IEo+TC75mVGfysQt99+G+bOnceIeJJ2rq7fqtZhDbdHvia9hxwE2C1tIAhW1DTsgfYeNQVbq/8nbyltbsBx7z5QPSUtu4cdjLP7ODg8ZIbusIm2jZ0RXPXJK8Uli3R2tKM9CQCQa6P3zumnM6onnP0AADxza7MY1t6RetK+NoHm2TX1TwAAv+RFjfcwAAnl7j3w+irB82aIosLSiQTqSJXAhqs2jp2WmJioCtOSWW02zC2cg4jTpInEpmQdhfp59kqZCL/kxY7ar2Ey5oDjBFnYPRaOKspEMshMNp+vGkOSLkUHG1kY4OsKwhoi7CdtuLLenIeEBtdB0H6nFwYYvtwcZ4UkeWCW2VGi5IUo1iPR1h4tjT3VdO05uvDCSjOZOW5w7UMwC0zb/7XX0zr5lXISRtl+9zL1qBggskyfH/8pEig9ZYjWD9vYPOP4Q6O4uBirV29WZ+/Z760iERC9ADYQ+I6NDWrcZOY/xdxG3ccKhEcLRawagMy+BViRX5/PFXQOu2iH00MHe4TBHlso7KgG52FmbzBbRmJY1ErbNAh0UZnqelZLMRh/+9vTQc4putgL4PcHG6OCkKRz/OTuMcvicLpZQfbG56ssLkNkMeR9UvD3UGFJAUAm2gIA7CIjMM9cu94oM1c4/RelnyfXMhmoIDq7rZTFzTC/9BhwkXFy7ZyZmYmTtXNjAZYhJKnC883BsqKMKFbKQxEwbwz7qWn3K7gsLDNTEEg7mA20LwqMRrBP6ctN/D7zPB9ypVW2Lwa0vdwmivC7FPNJ19OIuO0UFeKOqZhCQkNDHRIsBbAYyWDOy2g7JVnyUQsOLu8JhGY2acOW9BhUp/vFTp6E3vZxSDPkAwBqefnpCCgW65TSDkTph5o4iWLhlAJCt2PjUObdhx2O+fJfHkiSEXpOjK+//gY+n94HLXxYkuKUah6wIZ/Kh1FpE73yxEKPqHkhcEYkmoizocZXBp4zwu0tQ+RQNwXafsHuA6J1jOzevRN+kQfPae9dOGeQljmp51Rm0yrHIj8HfsmDBEMLuCW/rDGmXEsrZA407bmi5eM4Ayp9JTppQumjacMMKWuNpteGDCr5saDPMMfxgQ5iSYIk+QNWr2k8tOWkZenQoT0WLVrMlCN6J9q5CkmUIMWYjh7r/OI4OzFoUH8cPHjodBcjjlOEt99+53QXIY5TCLPZHDlRHOcMCgsLsGrVqtNdjDMGcdspOsRD+WIGMrixWq2wmfVj7DmOQ5K1A0IPpLVhSyRfwvBgV8WTQvxO3h1rUWcSIoU48apTSg913qMIdjZpww+JU8rjK9OkO1noh+UEpwGIZlZgPV1iDfY6l6O3fQxGJt8N4tzxyuyJwDJefPFFyM/Ph34oprb96MpqsXdKaZ1LyiBaQSiHlDbk9OyAwNtgMmjF5CNBy5BhnVLRhQdmZmYDkg9+sQaBbRfKkcQ+n3p/85q00YS90vNNvB0WPg1uXxk8vnKdskSbpxb0WZUkn7zsth8Flh4BqfyiQ3NNbRtoWVGRnHJ6PxYkBNUvNhC2lOQM0EQIBXdIjRD2HgY/wxs3boLT6WTO0XO6xRFHHLFASUlzLHcfx5mK224bf0p1xeI4vdi//8DpLkIcpxDLl8eFz+NoPOJfhJiBDHRdLhecznVqyFRuynA1xc0p5wMApjAidydq1+rmE8yOoo4Gg5AIszEHHMehk/kCAMC66smA6sAKzxTa2PAdACCdm6TuG5KpOEqsSKhpj3rnfiYffWfRVqxWt2sdRQCAw+5ZCGZKsYNRBRIc7oMIHKA3DwOBFaEcar8FAFDpPYQtDkWs2CXfL2BlzftQyr+07gu1rMSBFRw2tnbtOjgcDij1tRhzIQg2GAQawlbTQOnsuSkjAQBX2Eao+2YYycu7uHpuE2qndfaxf0ugYaFg9gc6B5W2t5hy1Vzb20YBAOo4KjpYDkrrF2SNpnSurbovz06uk2+j/dsj0vZKNpI+eZyJPKhw08F9mYtQeJNBHU6JEr13vFyP/b45ACA7SxoLDoGCk6Qd0g2F8EpONPjL4Q9oM3p1QERVVYVMOw4VmseCOjx43i5TsRWWEKB9HgARBt4Gg2CXWZV6zzG9b5uqPwXrKPH563TzZMvfOBYhOcevitFzWO5eC86zHgDg9h5DOKeUUXYcSpIPPn8l9B1RbDsCrZIuglGwwyFWqan8TLjIUMMo1PkrsM0xCz7Jg2RjIfonXg6BM2CHl7K51kjUICqrWYHgNqdt0yXpBhh5OxqkShypWwBR8sInP+t/+tPNeOWVV4POAYzgwKPBVaTbcqn29gCABClBzuscQpyOHkczwe2uV0NW2JAtRQTbw5CTI4f1BTuOeZ6G3ZmNKQAaF7qlPO9GgQpXCwxbUykzG46mB1GiFfHL9W1MqE5zhO/pgqPfCgPTdlScnQk3c+5vdPazZ89Rt5V7wzHXZNvRZCTSE3YzDYN0uInUAAknjxUaP+HA9itl4YuAe+yjIVtKqJSFo/07TSR2TiLPip/TlyIv26dO0PvuBf2uKGGgbPge244+P5lcYUWmY4XA0Mrw/X7EiGHYtm1rY6/AbIdbPICGoEUKkTv5sLhoQcvrZdomcghf8Arb4eoOUNF99pnlGFsvwULsexPz7vKLpA+5mZBZl5faXj6f3oQehbKqMtvXPIw0yg03XM/YT7RUACCKTujBKE80KiHS7HN01iNuO0WFOGMqpuDQs2dvebux4syB+QSyOVh2Aac6pQLO4DgQQWc2nAdMHtGXxSgkIMFaKP/V2F4fKSxPy5wKla554VUNu0h6X9p29Afsy8nJgderGAi8GrN9cmhsv9ETx1fugQjqrAztlDo7cbJvZNoOnW1XoJv9WlnfSu/ZJc+k16s4pRQHlyJeH84xxcEgJMEgpCGwz7Mi56QcqfbuSLJ2gMWYBf3nVsuqVPTDJCY/vXtsQGA4bSQofZ0L+CkGiMerOJpCMaWYEnMGCHyKpk20LDJSTnbAFwqJQjpGpYzHJal3YFDSVQEDQy08vjoE9/XAtjHy5JoG3or8xAvUkFEAeP31N5gy0nO4+Kczjjhijvz8VhAEvUFZHOci2rdvD5PJFDlhHOcE/ve/qae7CHGcQlD7KY44okecMRVjFBUVw2g0w+NxARBxrHoxlEHbFNlDfKJ2AwKdBOHC+uggjuMsEPgk9DVfqabKMxKv8okUwpySJAlHqmdo8icDvyRrO1hNOahykJmtJc5v1Xz2l/dVt6vqtzNl0DpmRBiEBKTYuqIL+qtHVqGISQOEd3hwmu3mdIyIqHcqosfAIufbCBxk6kEbdqXV6qFtsmfPLrhcTvB8EnjOiJvTCCMrkxH1/qZqo7rtlsgsb4WbzgK0kNoBABz246hq2ApBsMLnV9g10UIblsaD48wAfJAkRexb6xAMhMKSAoBrMggTalsl1UjbgM3qdr5IGCEjW9CQxI4JZBbIItCZnSoPFVrcUUPKuKuGzlYJzEyLIDtbW0hUlN/P3CdFDJTMykW6h43Dstr31KuEBofHHntcI9Ya3T3yqHpY4RhWwIk6hUEZvhyB4ugKQr1LAMKci7a9aNvynEEWTiXXIqL+2nrohe8BPvk+XZF2EzJNLbGqZjZ2ONaBAwdJnf3jAvKq85MZ3UutF6u5tbLTgeqlOeT5OeKgjMTl5eS4x0dn4I5VLZW3wjlgyb7dDsJUzLP1B8+bkWnrjSo3eUc++eQTeOGFFwB5wQKbpTUE3oJEmV14tHohkx/NvyXfHQDQ1pwIj2jCOaWy0BxRjPGoyDgALFmyVBXL9QcwDMg+UWxodJ6s0HGavYO6rczIcww7gRUYV6CwAgDA5yfvnxoHDUkyGaJnjBgMZJEZlsXtcJ8q9kbjwTI7fP6TXcRBaWfGPqisgdFgAQePem9YMflqZ/D9YBkfMBNbgRWOZxkbTQHbXyirI/wLymbOVreTTUTiQgS1neoZsXq7LIKdIVKGul1mUQnMhLOXuaSTIxOpFRwVafcz4uoK2LZhtRhFXhHYjz37JFKfV2A2m3HHHZPwxhtvNvYKUaVqjJB4c0Nhb7FlagpLy2SksjBeX62cZ3i2ZJKVSqwkGii70ArynjJKlJVXayALFbCMqcY8Pz753gt88IR8UlISxo+/Ff/+9/sBjEKBJ7ab11eum6fC+jPx5yBjKm47RYX4tG+MUVBQgGHDhiOQ1cDQnV2HQAaJXvmnZRBo2QQA65TSMqW0CDxO80q0FMBqyglxVjSgg9VkW6eI5YiMYL0mep1YPGlaZgnbruEGq+z1gwXojYYseVULwsl0OBzIzMgHz6x00VQYBBtS7F3h9zuhz9rRK6f2J8rlzIDJkAaTIQvUINSr28kw+04XYsX40vaRyHk2bnlrLUMnlFMqmnKEYk6xP63Dt3F1o9chaa3m1nK4pJZpF84pxepZEUH29XWLsL1hDYamXA6LKYcZRGjL25wIlb8En78ebm8ZSupXosZ9MODoiy++BKU9FKdUHHHE0TwYOnQICgoKTncx4jhFqK+vh9/flJD8OM42uN3uJjil4jhbUVdXh3//+/3TXYw4zkLEHVMxxtq1azF//nzoOUb8ogseXzUAAziYQQlrYpgfGQRG45QKROAg0mbOjZBe73x2MEwHtie3Alaka0YnQh0d9AbnkZxSouZvNg0PnjPCKNBZjPz8NmjXrgNiBaOQgBR7V6bMeu3AtpP2R8tJIUC/r3HMvrMJomb7ZMrP9hEgkuPmb397upH5azXWQrGlQpVDe68bg8bVjYD2IYE3wxzgzI5UD9ZpxUMQksHzNvRLugD7nURXwmxMR4K1nc51m2MqKRSUMExF68ABg5CEdGs3VLp2os5Dlj23WCzIzEyTz+HjTikZysoysf7FEcd3332P/fsbr1UUx9mJ3NxcpKWlRU4Yx1mPlJQU/PnP953uYsRxitCpUydcffVVp7sYZxTitlN0iIfyxRg5OTm49NJL8Pnnk0EHhmRQWVmvhELxkHRCq2zGFrCac5DEUVpwhf8QBN6GTsJ56r5RWZQGbpLHnWIlDcUzJZvhEx3IENNg4KxIENLRLpFSLRfzbQAAO6q+VvftDaCwaxkpCkh5B/AjAQBXtaLaAMKRcQCAue7XQjdOWGidQopIc6yYWaGuGcjauDL1URg4I0SuFitrp8MtulDjP6GWye0tAdH5ygPgR0OdCQf2lcFkIPdElFf4a59I69KhspO6vZMjA/R6H6VhF5pIqEBX4SJ135euYvj9VeAgyGFPWtFmQaULW02kv7Q19IOVT4WRtyIJNMTuAE/CDo57dkKUxQ5d3gp4NcKGVTimbh93tgEAWATadvme9up2lwRCCx6STinAXpGkrWTC91JNtJ5OH2FubZAW04sy79RMgTgsjKD9qq3QQt3uk072H8RV8IrkusX1qyBJivh8U/3sbB8J39+aNgPEht2Fy19bDsqEswvZaPAfR+PrGX3dtNclIbAsu4kNAw3FNKTPrCKcucSxEk7Jg5/qfofP79KcwzrggBO1awBwOMGfr6ZKM9O+fNxN+oDNQJ8vI08+Yy2Z0AhTygQAQIV7F4qcSxEaEkTJA9FXhSN1CwCIKGlYCYCD2+3EiRMOCHwyOM6ADqbhQWcfxcKAvBQc8W8AABT6LoNXPNscv3HEcXowaNAgWCwWLFy4MGB/OKFzNtSOnTTzy2E0bGhLC6Grum0GcTSbbEzomDExKB+eed86PGQxEDbkz+WJJMJOYZdDvthwNQVNEQ8/k5Bk6wgA8Is0fKnBxTJQCTOK46iDf+OmHWhocIDjLWqbWDhq39rNNKzf4SGhP2xoj81AJgkNjGh4ua9a3dYP76KhmwaB3O8Ea566z8jT741LzsvlqaK1EMk3jO2Tiog0APBy/gIzOWg1UuebWj/G9nGJpE7s17EWNPSrhic26AkHXUhHZEL5lNBQdkLSzIiSm2QdRXaBG7fnuFyMUxMqVVdXhylTvoicMMbQC6trbpz8tcizQiQ9ooOyIAH7fLBamDaJ9AdBYkKXOfLcsNqedktbdTvw+Q2GUk+9MN+ysjIUF5cAEALCnRUEB6ISKOLrCabgRQTi+GMgzpiKMUpKSvDll/9j9mgdI6w+C2UJmA3pAAeYDSmwGbLUn0GwNzpszsQnwGbIQoohDwkMuycYkZk3zR9iw5ZDuWasw8y0DA+WTRaYv4m3gOcEJBnScUnaBIzJuFeTFzmP4zhwnAGtW+dhxPlDYlDGQPCcEYKQKhsNbFlJO3GcFRxnAMcZYBBsMAg2JBlyA4wqvTwNQgIMQgLMxgyYGIP+bIKBt8BqyITVkAlBsMuaEE3RnIoUYheMW275U2OLKyNaLTVtPyVl65BwFdJNHaDXZ2N3bSCUQHgwW0rvGlqQPGqd+2AypIDjQokas9dsrtmfSGGxCmjbcxzQp08/cGEZotp36Lk3exWEcATfk/nF8YfHypUrsXRpOEdyHOcSBg8egE6dYsc4j+PMRVpaGi677NLTXYw4ThEKCgqQm9vYSJ1zHHHbKSrEHVPNgL/+9WHNHlYPhoOiv8IOZETJA6sxC6cW4bStmuqU0g6qm4rmcojFVmNpx449+HX6nMgJmwCeM0Lgk5k9tOwnr/EFmIxpaJzT4swEz9sR7ExRoOzza36sI0HvuKR7bMqUyTrnhetDUsQ86bnaY5Sd5PRXMDPRbNnDlT9SeUKVXfvsa/MXdfb5ddKSvHnOBEGgDlNlxln+C4Gr/8XWsWMRUuWtUO8jrYYXrXdmZjbKyiIJgbL34Q/glIojjmZEXl4err/+utNdjDhOEX7/fTY2b956uosRR0jo2RfsN09rA4S2dcrLj2PGjN91zg03stbaQ9ryaL+/2mNyLSR/mPNC1S9Ue0STVs8+Ys8JtT+wTKJYC1F0qEL2kqTX7mfmhJjP58PRo0dPdzHiOAsRD+VrBnz//Q86e5UBjxLaJzFHjGhv6oXu1vMBALt89GF2uMnAKDshUd3XKZGSIC0CeWHZDTT8qbWjEABwoJZSIPfVUUpoqUjpwASNW57ZI5FB6L56hibKKxRi1uGjIJLjIzDkUbtSV+ygDTfiAPiRbemFTHM3cByPbqmkHktP1OnmYDHlwSDYcHcWYc6k5aXA2CUbi74jYZrFDjLoXnmCDsSPolTdVqi17Gp0Th9pTxejAaqs/iNJesKgHAYnTlT/MoOUOUWgFHmHSO99hkgosR0MVNvHKMeAzvRNVveV1q1Xt/dKPQEA7RMoxTdbpNtuP+m/vx6j/bLKTfYdc1Bae6aFUuxLnGSFG2VVSICGewHACawDANjMNPRCsNLwxhwHqUd3noYUXt6yCwDgrcMvIPBDTYXrk5OTcNVVV6Fdu3aor6/Hb7/9hh07dgAAMjIyMGbMGLBYs2YNtm3bBoCsJHPFFVegZ8+ecDgcWLlyJZYsWQJJEpGRkYFRo0Zh2rRpCN1PRfTq1QsJCQlYtmwZAMBkMuGWW25Bq1at8M0332D37t1Q+nyLFi3Qr18/ZGZmYvLkyfIKVSJ21f+ArKwsXNb3MrRo0QJff/01nE7S13iew7BhwzF06FBIkoS5c+di3bp10GdriujcuTOuvPJKuN1uTJ48GTU1NQh2Rkno3bs3evfuHVCboqIizJ07F0lJSRg3blzAse+//x61tbVymXiMHj0a3bt3xy+//IIdO7YBMKKN7Twcci1E+/btcf311wMAZs6ciQ0bNgTktdzzs7p9vHaEut3SRmbgMs30uahwBT8jgxNaKmfgqHcTHO4jzNFQ7C6WFSbBYCDPVY9EUs/joOE7VR4txV15fxG4vTUAAJuNh0c8t+Z/JJH8Yp1nHHEUFxdj1arVUaXlZPPVaqKscDZU2Osl31ALE9KUINFtG8i3ySLR76JNDomqlahD2uGvoHn6G78qIAtBDjmz8qnqPp/gDpX8jIfVTEPgLIYUADT8TQtltbtkG23v4cMHwuvxYs3qLeoqcx4mhM3jp+FyHBf8HvXJK5T5mFA6fZuJwiyvigcAFhO5D0qom/Y6ZjnUz2yldo6yglm9s0jd5/LQFcZcZvLuTxSYFdGY+62gij+hbpfLgU3Kqs1auHwkvMnJrO7Hrs7m8pQAAAwCncjkbG3U7QSBTHqLZjp2UML+9FaipBDRqlUrjB49Gq1atcKJEyfw3Xff4dixYwB4dOjQAeedd17AGTNnzkRJCSlPcnIyxo4di4KCAlRWVmL+/PnYvJnYyh06dEDr1q0xd+5cBMtqAIq9fsEFF6C0tFS12ZKTkzFhwgSYzWZ8/vnnOH78OJRvdmFhIXr37g1JkvDDDz8AkCBJbgAiWrdujT59+sBqteKrr75SzzGbTbj44ovRp08f1NXV4eeff8aBAwegP0EnYejQoRg5ciSOHj2KqVOnwuPxaNKSco8aNQqtW7cOqNHmzZuxfv16tGnTBhdccAHNWRQxefJk9fykpCRMmDABVqsVU6ZMQUlJCXg+CYAbkiRi0KBBuOyyy1BXV4fvv/8ehw4dgjKOq3cWQw8mI3n+eKZ/N4jk3caGywk8I9EivzujXXmRBcdxEAQ7BEGCj5mMFMXwYY6inNbhJc9HpOf5bELcdooO55bFfIZgwID+UabkIPBp4PkEdLef35xFioBI3vbGeuMVdlhjWATsIFpC8KA6FtCyIwCAR72vBH4pGuOQh0EIXBa1srgaS39qzhk/vfY782ZHmgLywYk0Y9YYCNDrd+3bt0e/fv1QUlICm82GZcuWqUZB27Zt8fbbb6NDhw7qLzWVGJE9evTAvn37cP3116OoqAgulwv/+Mc/8MILLwAA2rRpg9dei6ypdsUVV+C2225T/543bx4uuOACVFRUYNGiRRg+fDgACTzPY926dfjzn/+MTz/9FIJABboBYOnSpbj//vvx6aefIimJDrAGDBiAF154AV6vF6Io4rfffsP48eOD2gEQcd5552H+/PlwuVxISUnBpk2bZPHZ4D6Vnp4e0C5PP/00Lr74YgBAVlYW3njjjYDjZjN1Qs6ZMwd/+tOfUFtbi7lz52LUqFEAvDjkWIiJEydi7ty5kCQJTqcTQ4bEPhSWhcmYKjs79ZhNynsmmDWalZUpG52NwbnxbIZFnI4eRzMievspjrMdK5ZtwPp12093MeIIg0GDBqFt27YoLi5GmzZtsHXrVrRp0waAiGHDhuHpp58OsANsNmIjjxkzBnv27EH//v1x8OBBmM1mfPHFF7jxxhsBAMOGDcODDz4Y8fr33HOPaq8lJSVh69atyM7OhiAI2Lp1K/Ly8gBI6NWrF2bNmoUHH3wQzz//PJODhPz8fCxatAgPPPAA3nzzzYBj48ePxx133IGqqiqkp6djw4YNGDBgAAI/SsQuuOOOO/Dpp5+itLQUAwYMwOLFi+XoheDvfm5ubkC7vP322+jcuTMAoE+fPnjiiSfUY+3bt1evY7fbsXnzZrlexJnVpk0biGIdJMmNN998Ex988AFqampgMpmCJg/PFHTq1BH19dHr7/0hELedokKcMdUMOHr0GARBiGIZXB5mYwoAoHUivRXLqujsvstDBKl3SPvUjxnYCQABAABJREFUfTtqu6jbrW3kGnlWOhPS1kZekpVu6vle5F2ibte7SJ4cZ5OFo4PDWCgIy4KDgERbBwi8BTmW4NWpRDkPnpl5EsUaNG6g1lih5sYj1doFLu8JZCUOgCAzjY7XLkEOZ0a2MR97a0h77ucpqyzZ2gngOBiFBGQbyIdFiaSzp9tw/dieWPXtJgDAwXri4FrnKFHPP+Jdp25nm4j4ql2g93uNSNgiR2vXqPvIbJg2NI2Gqy2veQ9KGxkMRFgzwULjuVmtqVY8YT9VS7RN9/jIrLTby7K5aJkssq5OQSI9J9kU/LrYXOVUt7eB1INlXkl1tPwWI5nZJiwptm7KNrn3Hl+Nek6KRGcq08ykLHVe6rBcUa3MOipU7+C39Lp162QGkVwOiwVXX301FixYAACorq7Gk08+GXTexx9/jPfeew+vvvqquu/tt99WDYam4LzzzkOLFi0wYsQISJIEj8eDRx99FEuWLIEoimjZsiWSk5NRXV3NnEXue8eOsris5r2ydu3agFnLkpISTJo0CV98wQqNknb5y1/+gtdffx3vvvsuAOKYmzhxIl5//XVoWUPz5s3DvHnzAAA2mw333HMPPv30UzXH8vJy3XYbMGAA2rdvj4svvhiiKKK+vh6PP/445s+fD6vVijfffBP9+/fH3r17g84V+CQYDcmod9JZ3OMmyk6q9ZI+vrSMzvD9VvUGAIAVcV3UQPXTvD5lNlsADRvUMqSUEGuKTZs2wGAw4bj3k6By8nyweDGrk6WIhn7j+1Cl4ccRRxyRUVpaFjkRAMgz/6zYtsdPmc6KOHU9wzJxmihbxyoR+8jOLLYBkbBp3Dxl7VR4dqvbfpHsZ7+VkcSjWXF2hb1l5Oj3WflWNybP0wGDkMJsE+eD1RSsU8my1gLqLrOT7AbKWOrbpwcSEqxYuXSryhZq8FEmkcNNtxWBZpZFpTBT3V7KWKJh5fpgbR6PzNgWGDF6gaP9QSkzq4+oCKGzjKVIUQcm0AlNN+R6irTMdbJNzjKi2O8RFfBmr8mC2NlsmDwrvq6I+ZsZRpVb0I8KCASH7777Dt999526p2PHjhg1apRqC+zcuTPIDrBYLJgyZQpuvPFGzJ49W64Dh1deeQU5OTloKm699VasW7cOTz31FADi/Lnnnnvwf//3f9i0aRPat2+P4cOH47///W/AeUeOHEHbtm3RrVs31aZR6vfZZ5/h448/VveYzWbceuutWLNmDbRMrscffxz33Xcf5s2bh08++QQbN27ERRddhDlz5gTkCXD48ssv1T1dunTB3XffLbO4CLZt26ZrP910003Yvn07HnvsMQBkEvC+++7D448/jq5du+Kmm25CYWEhHA5WGJ1T3x8+P7WfHcwYsFzuAyw7qrpecQqzETyxeQ+tWrU6BNMq/LMiyu/YOiexoSTpDzDZF0cA4oypmCDwwXG5XDHRAKJ5N8+DyXE8OE75YOrFKdOBfoK1/Ukul66nZaVXt+bVPLIas+ATXXDL1GgASDfkotpXGvIcoyERRp1VdADAWe3E7uXasJ5YgHWysM66WAvDnw5tHG3dQulDnWyedJvneaSmpqJr16644IILAlZ9EgQB6enp6o/jOLRt2xb9+vXDe+9RB6DyTBcX61Olo8HAgQOxbNky+WPLYfHixRg4cKB8NFS/ZxcE0IKD3y8GpMnMzERlZSWTht7jtLQ0lJbSvr5t2zZMnz5d/kuZflGMMYWBBowbNw7bt2/Hrl271HPT09Px8ccf45VXXkGvXr2C6ijKq9EtWbJEreP555+PvXv3YvDgwfj444/x8MMPw8I4ug1M2E3jEdyXqSYD5PoITB0DmZP0R+rdokUuvF63Jn2oZ4VdYOHM1HyIFRQ6eqx/ccQBAF5vqPWa4jjXsH9PMfbsPBI5YRynCeSbZjQakZaWhiFDhqBTp05YtWqVmsJkMqm2E2FfA5dccgmOHz8uO6Wo/SSKohwG2DQMHDgQS5bQSXbWtoiV/ZSVlaWxnyi09lNpaSlzfdZGCLSfJk2aJMsv0Incbt264dNPP8Wzzz4bMNk5cODAgAUgWBvxyiuvxNy5c3Hffffhww8/xPjx42M41owt4lqBwYjbTtEh7piKCQIHLHa7HS1atAidPOC80Kh3H0Fz8/RCO6cCB/oGIfRqb5ERiYfYnIO4wHtjFOywmrJQ5dgJr78eTu8JOMV6tDR3alLuvMAjv3s097qxEDXb7AcvNs4pMnNyarmg9JpAoNbXya7KxrL+gj/U2dnZWL58OZYuXcoYTARZWVlYtmyZ+svIyEBhYSGOHz8uGxKEXv3888/jX//6F+65554mlpFcq6qKOkUrKyuRlZUFno/EFAy3Gh7tD126dMFjjz2GZ555hjlO23Tp0qUYP348zGYz0tPTsXTpUo1WlPLcB/atSZMmMWwpDvX19XjppZcwffp0VFVVMSGJ2jpyqKysRHJyMsxmM1q3bo0uXbpgxIgR+PbbbzF48GBZo4ukbaqRJemUW5Ik+MVqBPZvxTklBZxNny3KoiotPc4cD35fUe0DLfPq3HdOxRFHc6F163w5jDmOcx2paYloXdB0Bk0czQ1iP5x33nlYvnw55syZg59++knVewKAoUOHqrbTr7/+CgBo166drHsEQNZ+eu655/Cvf/0LV199dZNLo2dbZGdnM2U9OfvpiiuuwIgRI2RGefA5S5cuxaRJkwAQ5tiwYcMYBpjeuEaC0WjErbfeis8++0zN5/Dhw3jrrbcwffr0oNC9cHVs3bo1xo4dC4vFgp9++gn33Xcfnn32WRAL6MyyN15//Y3TXYQ4zlLEQ/liACOfAECCV3QC4LBt27YIsbWUIeJwHwLA4bVDNFyI0HUDBzZFDjpDsVRspW5XJ5NQp4HpNG2rRHLtDEZ4urWjl7rtthMnjIujQp6H6hbD61NEPknZeM6InIQhMBmScLG1r5o2x0Ze1lbGdsyxEsqooZ5Slj2iQimVAJjBcSYkWunMQK1jDwLFqmPt+VfqYUJW0iDwnIAHc/pDlPpiQcUybK7dB7/oRUtjT5iQBI9fxG6JzN7liG3VXHokUs2LChehth53ksEu55JgK2tAlZv8XSMRGupBPw3Lq2nYGbR92EiNMZZaTmGDcv/bWgbgoGsxcyxQLN7nqwDAobpef5YnMZVcy8VR1teJqjXQOqRSEmiIqHI/ixm2MCsyrbBrEwVKF8/xFoLjOBwVlzLpaJhFg78GwU4pMP+TTO0W6ug7wVG6+/Yq0p99zBSBgyN9neeT5dANH7T0a4BDSUkJunTpAoPBgI8++ghvvPEG7r33XgAk9E2J/VdQXV2N1NRUcBxHHBx+P/bv34+ePXtiwoQJQVTxaFFXV4eWLVuqf9vtdtTV1cnsoqb2f9LPCwsL8dtvv2HixInYsmUL9OYdXnnlFbzzzjvYsWMHioqKMHr0aPzjH/8AAPzwww+488478dFHH+HWW29VxdXbt2+PPn364PLLL4dirJWWlqr6Wr/++isMBgPuvvtuLFmyBHV1dQHLBNtsNrjdbrjdblRXV8Pv9+Puu++Gz+fDqlWrUFtbi9TUVFRVVcHlORrUDsXV89Xt1x3k+VFCnNn6U4jw+k5A2785ObRBkgQAdObSZEhVQzrYaz/11JOqnhibNyBCFOuY/AP7WnA5zjGcLLkxVJ5x/OFgNGSC43h4vFRsfPHiJSrbMhyUb0uD6xC7NyhdvYsuJlNq3ENTcmSRmGQphTmbXNfMhF7ZTXS1ZEV6ween7w+Hm4btK2EoZub7nmSl9pqJC2ZeKyLU4BhzXGJDaIihJQhUJqEpYsRNgcAwWNnvsklmkCuC5QDglN+hJiMNv09k5AU4uR48E8pTXVsDW6IJfnjhldtOWfAHYMOw6TbnoQxb/dA2mr/BQELX2EVWWCh9iD2uF7zECqKzZdJeBwAMssC9xLwkXRK9X34EMwIFQQnVY4+x9lZ0WodsVIPbR68pcEqZaJ7KQjwcE7qofx0OCxcuROfOnZGQkIDZs2fj7rvvVm2ghQsX4sorrww4Q7GfFDidTuzfvx9XXHEFsrKy8PPPP0dVHy3q6upgtSqT5BJsNpu64ErTQT5oI0eOxPvvv4/Ro0ejoqICVHuS4s9//jP+85//4MCBAygtLcXixYvR0NAAu92uhvMdPXpUXdgFkHDllVeipKRElpMgea5fvx7r1xPJi19++QWtW7fGzTffjFdffTWojna7Xa1jVVUVtm3bhn/9618AgJqaGkybNk224XyQNLYT+16tkhcliNSX9MP3AhfGUfdyFjnPwOeQ53k89tijePnlV3Tyik7MnJbzHDIO4rZTVIgzpmKAVgnnyy954kwqKCjA0KFDw5wRifXChtOcGnCcAKNBWd2GPDmKUyoGuYPjzOA4HjxvUn+U7qpcszFPmPKEhzqHvgHSE3qBZzQCeI7HhRnDcVHaWIzNvhNtLX0aWR/mKlHFP4dmiBH9meDjHMfJbDYeueZeKLCMZOqk7R+NY6L5RSU8KXao81fgoHM+ipwrIUl6H7ZQoXaxAcdxsu6PAYFtECiu7vP5MHPmTHTt2lUnD6targ0bNqCyslIW7SbhuZ9//rm8gowe2OspelfB2Lt3L+MEk9C5c2fs27ePSaEXThsqjIz2h4KCAsyZMwePPPIIZsyYwaQJLIvT6cRdd92FwsJCnH/++UhOTsbixcTpef/996Ourg733nsvXC4XFAf6hAkT8O2338rOdq3QJ2mvqqoq1Zjau3cvunRRnJykjvv3k5UY9+zZA7fbDZ/Pp5bH6/UywumR+zJ55rTHgUDKfvT922hIg8DbgvJ84YUXEciC0r63lWtq+3KcORVHHE3FeecNRUFBwekuRhynCHENmTMZgd+v+vp6LFiwAN26ddNJa4DyPZwxYwa6deuG/Px8AMCxY8fw+eefB2h9BkKfqa1FoG0Bjf2kZyMp+YUaZ5Hf8OHDMWXKFIwZMwbbt2/XTQNwOHbsGK666ioUFBRgyJAhyMzMxPz58+FwOHDDDTfghhtuwF/+8peAq0ycODGALUVBGVmVlZWqaHygjRhYx71796KujmqD1dfXB0ghnCmQJCmEUyqOOCIj7piKAYy8Da0TlWXtRaxZsxrz588Pe452kKOEhZAZE21YyakBdU6RssXGKQWED9Fpyup77Icm8sCPdUqxsAmJuvsbi/S85AgptM4FEZJEfl5/hc5xKchYa2HugUBmERt+pHcN/bbxi24crlfEH2PjIKr1ncDyum9h4VNhEVIAeCFJXqYOzTFNEAzqnAoMCxw2bBj69u2LtLQ09O7dGw8//LBGrFI53wDFUSqKIv75z3/i448/xtixY5GcnIyMjAz069cv4Byz2Yx+/frJv76MwabfL6dPn45OnTrh6quvRlZWFp566inGaJHQvXt39OlDHKX9+vWTHWjEMOrcuTP69esHnufRu3dv9OjRA4CEnJwcLFiwAD/++COKiorQr18/dO/eHUqbv/nmm2q5W7ZsiZ49eyI7OxtXXXUVEhMTVZH0kpJSeL1enDhxApJE2lAQBNx2221MGcn+wYMHo3///khLS8Xw4cPx2GOP4ZdffgEAzJgxA61bt8a4ceOQmZmJp59+Wj1/w4YNOHLkCO655x7Y7XY89thj2LJlS4BuQ7i+LEkSvP5KzTEgfF8O38c5joPFlIvAfiMhKytd5x4q7yv2/1DXjJTm7IQkNc8vjjgA4Ntvv1Md2XGc+8jNy4ycKI7TAPIdvOKKK9CpUyekp6djxIgRuO2223TtJ3ZCpqSkBJ999hmmTZuGkSNHIjExES1btgyaEExJSVFtp379+qKgoC3C2fSKoHqfPn3Qrl073HvvvaptwXHEZurUqROsViv69euHtm1pfn37EvvMaDSiX79+8kp4Evr164fp06fjxRdfVI+1a9cOgAie5zFt2jRkZmZCmWRr37498vLy8Nxzz8FsNmPBggWQJAnFxUdRXHwUJSWlUJhRubm5GDlyJP73v/+BtdUvvfRSdO7cCRkZ6bjmmmtw44034rfffgMAfPnllxg3bhwGDBiAgoIC3H///Wodv/vuO3Tv3h2jRo1CUlISHnvsMfW8Mwl5eXm45ZY/ne5inHGI207RIR7KFwP8Ja8trIIZj+w/hBrHDoDz4pprrsX33/8Y4Uw2JMulDgb1nFJOhi5eZDusbtvryDKjPEfD9oqdKeQYc3eHJVMattNHevLBekpHLzVuVbcVoe9hpt7qvlE5lAWzoYpQzw/WUUpmgpE4l6ymdHWfx6uUmYPVRIyPHsIo9fgWmdXu8ztQ7wxeoUsf1MnBcRaZ7qkXCkjbtqx2pXr8J6mXmiJVXg1nvbRS3XesejkAICuJOiDSHSPUba/sQPRKtHF/X74Ox7wkDLJY3AQAqHUe0pRbKQ8pv8dXwhxjy67Uzyn3Bw5bvLOZdAQWUy483hMQJbdO3dl8RByoms7s1zI96Futg0BZfoNlW3FTFT1e5KbhqX6ZjtvVnooqsQKtzG1hlFcchHMxCCFeWQFNVMvs9pTJdPLQA3ZlpR0A2O78Sd3eKtYB4NRVCAEgw05mz7okXkVryFEn2J7q75GQkIB//vOfaNWqFcrKyvDDDz/g7bffBkCo0IsWLSLnicpMFLlPH330Efbv34+77roLL7zwAhwOB1auXInx48er565fvx7PPfecej3F6SKXBABgtVrVFVScTicuv/xyvPDCC3jhhRfwv//9Dx988IF6/oMPPoiWLVti5syZ+Pvf/44DBw7g/vvvBwDceeed6NSpE2bOnIkHH3wQJ06cwG233Ybc3Fzs2LEDXbt2VcuirMwHkFA6g4H018TERLz77rvIycnBvHnz8Ouvv0IUOWQmDgLPmVBWu4S5N8QZtnDhQixfvjzgfqWkpODJJ59EixYtcOzYMTz//POYMmUKAA5utxujR4/Giy++iOeeew5ff/213N6kv1177bV48cUX8cADD2DTpk2y5gT7fLDvQYDty27vUeaY1qHNOkBN6kpK3ZJvAACU+nfCL7rhF92ocdLwWmW1p4KU29R9+1wzUV5eDvp+1r5bonE2BYaoxhFHHIGwmTPBcQJ88kproujAoEGDYLFYAhaoCI/wz5coUsmCBi9d9azCRGwmL09DW0wSsQkE5vueZqDsLSUMq16gITIubxVzNfJOMhv1J6sc/gq5xPQbpawyxzGhfOxgg5dDw8wGGhrlZvJsWlifMlkXPqyGzdvjoxOVyspe7Lfa4yVhy2ZjtrqPt9A68XLb+ED1AZw1x7F6YxVqvMfh8lTK19EPu1MQemU6tdS0nGJw2sihaxT6MgvBMDGTnEp4o7L6HhC40qAyCS3w1Gb3+5Vy6N8Puipf+PIqq0YCQJ2DOndrQVaW5Hkaomo1kfuUYqf6quz9dPtq4PdXoGXLlnj66aeRnp6OoqIiPPHEE+qCKcXFxWpIGrX3yO+BBx7ATTfdhCeeeAJt27ZFZWUlFixYgHfeeUc9t66uLsB+WrRoEbMKMnkIWPtp9+7dmDhxIt5//32YTCb83//9nyqGbjQa1bx27tyJ5557DvPnz8cbbxCto7///e8wmUxYvXo1nnvuOaxevRrPPvss2rRpgxUrVmDMmDEYM2YMAGDlypV4/vnnARCbSdEAzc/Px/PPP4/ExETMmjULF154IbxeEQKfBr9I245ARN++ffHWW28xoYEEbdu2xbPPPovk5GQcPHgQ119/vcwm43DgwAHceuuteOutt2Cz2fD888/LKwkSbc/Ro0fj+eefR15eHhYtWoS//e1viLTSHRC571BQ20Z5lv3MuWzYK4l8IaspK/B6K1FX68Dvv1Ed1zjiaAw4Kc6jbTJqa2uRnJyMD7o9AatgxuMH58AvulFZv1HWpomWCcQOqNgwEGU/D9aH2D6VDsI7gTim2iXRj1wLOTzZw5BUKhhLRs8xtcL7i7qtfCTHptyi7ruiJc1McUwdcwQ7pr6q+p7USPKj1qEM/gTYLUSzqa95jHrOFv98+XpO1Dn3IDr2lDKbwoPn7TLzSDE89V7ObNvyOC+Z0myjdUz144MdUxae3o8L/9IXn789CwBQ7N8EAKhy0PAsv79KU7fAMoV2KpFzEm3kHtc5qPPOas6DJImyc8oVIR8t2LRKewoYmHyvmuLO1sTBuKmK5rmFieVnHVN7HJuw17EZGbaRAIDN1VN0rs0jwdoOftENp1txrLL3i/Z1i4lqMHl8tZAkCZLkBjHHeRgM1PmpOKYyOaoJxjqmHO6jOOxYDDEobp4NtdLul8Ic16YLBXI8MTERc+bMYZYkVhwd0ZQl1tAvc4K5LRIs+XB5T6DasQOhw2upw0q/7qzDJlQdg48ZhASYjdlwuA4xTksR+u9CJa9wTikeHOOob5dwCY46lsMl1kDgzZAkET51sMojNaEnACDP0FM954R5NTp2bIvFS2ZCeT6aDlK2mpoaJCXFioV66qF8745Nuh5JJlPkExqTt8eD3E+/PevbKI7ooPSlZHs3cJyAWscBAFSjyWg0xnB1PvoNS7S1U7eTTSTMKImjGlKKY4rVAXJz1E5SHVMidUxVNOxWt0WR2E4JFvoNMzPMc0XXR88xVecsYvKhTg3FmWAxUmYRu6pwczqmWFjNVB9UWQwnkmPKbqFaW7yObWe2Cbj5lqvw8YffqI4pt5dqOEU/mNaH0nYi47BpjGMqWtjMrdVtRVfLwNEQq0iOKZeH3E+HahsFIlrHFFs3drkuRTdIzzFlMlCnWsD99NdBFBsC2o65kpozhdaekxDaTtCeq3+8ZcuWWL9+PcaMGYM1a9YitM12euwnjjOD52zgOB4+f7UmPWsnaWUA9OoeboXqwIntQAgAjICOdlnTEL1jStGgY7XNvN5KdO3aBSaTCRs2hgrdbAzOfvspbjs1DnHGVAzwbvFhCJwJJ2rXQHnhXHLJpZg1S4/uqofAgRbPkxl8MiCvB32JkRea21cFq5AGjhNQJxKP0z7GNmnwko4/NJO+wIw8/Wgcd5IXj5N5kbFODwU/VP9P3d7jGq1u7/YTcevq+m2aOgD0Y8Q6XoAG10EAwC4TFXFXBEQlSQLPWSFKTgQyJfRAX9xkJpR98YdKT4XCl9W8EyF/guO1q9XtGaDbigHSxjZE3bfj/W3wccTYsAkZAIAqsLpBocoUqtyB+xQDJjWhh7qv0ECWj/VLXmyu/R9E9cOhxxqTNPv067+ufqq6nVVEnFSJBvqK2CXRe6e0zyZ3W0iSBJf3KI5Wf66pF/shl1Dv3Mf8HcoBKWoEsLUGDhV7B4gD0Oevw/2Pj8Onb3+Hlua+2OyZqebm9FSAE1IAv2LsatuddRZq/xcC6pCQkACz2SLPfrFpSbkoyDmFhYVYvHgx5s2bhy+//JJpE23dtWVpLug7purdh1DvPqRTBr2+o7dfe1ybj/aYANY48/kd8PkPgD77ijNehMDb4JcXlQj9zJD3AQcBuQnnwWbMQr7YRj262fEV+iWcj32ykL7P78TxulXqtarryQpDiSl0EJWZ0g6OGhMsxky4GAFRfUR6Z51jYGW9YplnHH84ON0V4Dg+YPCbl5eHYcPOw9dff9OEHNnBseJ0oe8iykyh7CUvT69t5sgg3cjRVYhZIXTFoeQX6UyfnrB2nZM6GNyGFHXbqzLDwi2OEwilbTw+6jSQGKdDtE6LQETvkFLgdBdHlY5lGbHbJMweKnseABzVIv77n8/g9/sDBMZjB5InK+JuYJwzHlUQOhILKzycbiqwbzSQ/FnHU4OLtoMins46ifSdPxTR3ttI6djruGWmnwAODzw0Ae+9/Tm8fsou9PuVPqp3X7TOJU7n/0DHVEZGBhwOp8p+Cu+Y8mPMmDF4++238fHHH2PNmjUIDKHXK0uo/hNuErExx4LTSpIffqkO+mDtJK1tFM5+ClfHUJP3dCzHcZEWBwgGkTJQtmlEAi+zOOuc+s++318np6POFo63AJwJR4rKdM/5QyNuO0WFuMZUTEFfxFu2bAufNCT0BjgSyIuHsAjKnVtR5Y429C1a0HCZ6AV79WZEIrGBmJSSBEkSwXEcDEIqeM4axbX1Zh4iMa205zTlF7pM9/xlXJhrNy8EzgijIUP+MOiVU6m78jv5ATSZ8aPX4TgOJmMWopvpkUKUI9Q9UvpY6Bknv1iPOx++HkfdG3TLS/TN2A+71nmndaKZ5Gv5wDJ3cnJaqGKewecqTiyo+ezfvx95eXm4/fbb4XK5dcoQrizN8dO/BsdZ1J/+fdFzZurlzzoRQ9VRgVaonA3hA6ymPJiNLeAXGzTH9Z1SAFSnlBYe0YXWls5B+8M9CxyHMLp42uuz78444ojjZFBcXIzVq9dEThjHWQ+O4/DXR+8+3cX4Q6PefQQPPjwJ9e4jIVKEsiWg83foczt06IiUlJQI+VI7Zfr06SgoKMDf//73ENeM1n6K1bFw145U/1D7o7Wvoj12ZoDn+SjtpzjiCEbcMRUjiJrB+rFjRYh+oMIObGgegbMfJnllOyMyrT1Q4zl0skXWgHUCkPKEi/L0+506ZY7eKdXgLobbWwKX5yi8vmrVOUXOaYxzit0OBzad1IRf6DL9+41pUVyfhf79bio4jofRkCH/1dQ8ox9UkzCCwIE40ThjHVBaZ4LS9pEEo/XuEcecF+j8iR0ok4sDB0ompdfx+Xyorq4OkwdbN17nd6Z9qAOfc7KaYlPbVXvfo8lH+xzTe8DzJhgEO8xGRRtPr18Hvm/0nFIAYOatOODcovM+C13G/PwWqK2rhDus3onWERv+PXGuQBKb5xdHHAr69+8XOVEcZz0kScJrr3wQOWEcZz1cLhfDlooExTY4k+2nOEKhQ4d2qK9viJzwD4a47RQd4qF8McCu6m9BXpqEmtsj+Xp4kndh15FVoGEpoUDDUFJsXWA0JMLEJ8AnOlHt2AmXT1m1za2KYdf5y8DzJtSIJajnKiBJIho8NIYdHgDgsL1hhLrLIonwSk4YOQsyTKngOA67pFUBlPDAgb8Ip+cglA/CavcHTBrtgEzU/K91HtAPyvHalep+A58OnuPg8VairfV8ZBg7Yk3tB0xeoT5GbL4c9K4TnBaaNHrMC+1+SbMtwuE+BIBDvbWj3HYSHn3sLnz0BhGDzJFITPYJww71TKe/KigfinD1JFBCHtuZ6f0cm03F7PNP3AYAmOf6EQ7XYfhUuna0MzqkXH5/NZS+usRD6nOVaayaskYOT6ACmxIaXPsR7CRkw/U4zbFIZdJzNLL9SUKysQ1a2y4AzwnYVvejmsoj1WNZzbsBtP1OSVcCALZXfRnFdWVHjcpOVOpA4PNpdar0wAp4Nx6sVgXRm9CGGIbqv02F8m5RtpsyC0f7dLa5B8rcW5FmLESld38UeSn3m5xvNuaC5424MvFmNcX3le/B568Cx5lkZ33gO8hsbAGBt6KDRPVj2jKae0Myr8G0kt9Q5iiGgbOC6rsQ9p6iv3GkmoZe161NQVVVpZomcvkD20HRuIqVhkkccZyL8PjKQJ4hEoJnMCQDACoqog+tYkOi2JASqvlCJw09/lpwEMBxPBxur5yOlRInIKLs5N1lEdIgSm6Ikh9G3gKeN6LOdQwAZGd38PueDaFxq4vAAIH2CrtPPTPkMVIfltULeUKPfO+8jI5RcL6h8g+XPtq02nAn/f1K+KLHR0KNJEmCyZCIJ578M1595QM1bChQBD427082fM9osNP9slaW00PDjiKF1elBYjQsFa0wi5FqYfp0dMCacp2TRUZiH3Vb0UElC+iQ/yWmnEY5BNUTMZSdReg+43a74fdHG0LaePumObTDIiN2k1BNCcHTO1/RDgMAp4e+e/TaRHl3Wk0Z6j6TQJ8Pr+gMOicQpP5KeKqCNWuWweUKN6kXDs01+RzH2YK4YyqGUAwZjuPRp3A0Ko7X4IRrJ8I7p8hARnFKKTDwVtnBEDgoByRUOraA58zw+GrgF52odu4BNIwXjjOg3t4FDf4ylLi3oEGkRouVT0ShpQ8c/mMyfVfrnAJYXabooGUOaI0VDtq8fGIVDEISBN6OOt8xFLlWas5Twqj0RMPZaylgHR96abUIJSao7Nd7MZK0JbVL4ZUNredf2Y8sYYgudTXQ8adllCn5RXZORQOO42GztJadUw1R5qk1JCM5UsG46BUj2w+q7RHOsRFt/UIZ1OS6ilMqROEauZ+9prbPB7ZfixYtUF8fjTZIUxw7es4sLftGeYa0bRyur0diqGkdu00h0VJHZCvrENiFLBxwzGfyjHQubW+eNwal4HkLDEiFT11EIJBdJfDWoHNYZJrTcX+b2/BW8Qb4RAe8/jqUOlYjnBipw1EPnuchiuGcjHrvOdKHJMkvrwoYLXvs7EFzLFEcX4IlDhYeTywHlvT59skDKI4zwSikwS/Ww6+j91TvrIHd0gYeXxXqfHvVwTsAGHg7wBkhSl5mxb9Q707tu1nPMQWEtznY95QCFwAOkmSEJEkQJQeCvwHacJ9INlFj7KdQQs3s+1lbF1IPn78GkuQF4IfPfxxvv/MmAAviOLdRUNAWR48ejZwwjrMeN910I1555dXICf9giNtO0SHumGom2BIs6F04GnO270L4AT/5iItS8IoKZkM6fJ5iABLS09ORkZGB1q1bY+jQoVi8eDEWLFgAALjqqqtw/fXXB5z75JNPYnPRV+A4DldddRVuvvlmtGrVCsePH8esWbPw+eefw+V24aqrrkJ2djY++ugjhBpkAWSp1blz52LVqlW46KKLMH78eBQUFODw4cN488035aVOgX79+uGRRx5B69atUVlZiS+++ALffvstAAn5+fkoLy/H+++/j+zsbHz//ff47LPPAPA4Ie7A2LFjMWHCBNjtdixbtgwvvvginM5gj/3rr7+OFi1aBOx7//33sWLFCmhXz3rmmWfQoUOHgH1ffPEFZs9WljKVIAgC3nnnHezbt09e1p7crwsvvBCPPPIIoZu/9pq6fHVaWhpuuOEG9O7dGyUlJXjmmWeQktQdZoapA0BeNU+ZbWqss0LP6IviLI6HzZIvr4gYLXMnWicHIIpu+ES9VYCicGidFKjzZGctDZ30SUpIKS2HX54pV2aQjju3qOeGB8v4Cnaw7d27N0rWVGPAtje9ntdXpSlHqAGD/vmBx8I5p9gB0cneP3n2LKpFDBoHnreAl2zMLHPj2V0G3gwJfpQ2KKtw6g2eSH4ej1f+4IfLn31GtaL/fmZV1lCD0TjiiEMPbdrkY/lyoREMi1Agz/gdd9yBa665BikpKdi3bx9effVVbN++A4CEBx54AIMGDaJnSBJuueUW1Dl3w2Kx4PZb/4Rrr70WaWlpOHLkCH744Qd8//33kCRy7t69ezFr1qywpfj444/xj3/8AyUlJRg/fjyuvvpqZGZmYseOHXjppZdw6NAhAMCYMWMwYcIEZGdno7i4GO+++y6WLVsGALjwwgtxzz33IDc3F6WlpfjPf/6DuXPnwi/WAnDjL3/5Cy6//HIAwPTp0/Hvf/9bvjr9dhiNRkyePDmofI8//jiOHj0G7fvus88+g9lsDtj3r3/9Czt37oLyXktLS8M777yDn376CT/+qDCYJdx+++24/fbbUVpaiueffx7bt28HALRp0wLXXHMNunfvjmXLlmHy5CmwGNuEbb84YgOnpxRODxFiF6VgW0aSmBUo/QYIQkLMrr1mzdooJ/biONvx+utvnO4ixHEWI+6Yigks4DgOKXbiAPFyHuzYcQBOhxtWUxt4fRXyYF5v8E4+7jXOXYCTD9qv/J+SkgK73Y79+/cjNTUVP/30E/r27Yt9+/aha9euyMjIwBtv0JdBVRUJH/vwww/Rs2dP/Otf/8LWrVvRsmVLTJw4EcXFxfj111/RpUsXtGvXTnZMaUGdU6NGjcLu3buxatUq9O3bF7/88gu2bt2KESNGYN68eejcuTNKSkrg8/kwZcoU7N+/HwUFBZgyZQoqKiowf/58OJ1OtGrVCi+99BJatmyJzz77DEuWLMG+ffvQr18//Pe//8XVV1+NkpIS/Pvf/8azzz6Lxx9/HNpB7s8//wybjVBQ09PT8eWXX8rpggeRM2fOxMqVZCBqtVrx/fff46WXXmLaV8LDDz+MCy+8EDk5ObJjSkT37t0xdepUjB07FoIg4LvvvsPw4cOxa9cu5OXloXv37hBFERdffDGeeeYZ7K/7DZIkYZ+RrOxF6Pt6zBs9JlooMXAAkFDv3AuAwybnPvXYcQxXUybIy12PSbgWAOCXfPjKsVPnfoZDoHOqpmE7DAYTvmh4SV2622jk4PW7wfM8JImDJImwWVpAFH1weU6A9NNUVFdXIykpCXV1dbDZbHC5XDAYDBBFomfE87ycnxEej0fNnzBUiBh+KH2zRx99FI899mjQ/qysLJSVBa4C8tprr8kfSKX/RKtFps/Y6tu3D4qKirFnz+4QaRoL6lQyGXLAcQIKrcPhEetx1L8SXtSEuA7r6CDnX5z8GHhOQI1EwwPWN3wLr68CkhrKEok51VTQvrqu+kMEO43ChdoGMtWc7iIAHPZ7KDVcWYKdsg8D+0Z76/kAgBJQ6vjmuoPqNl9HnNVHqmcj0IlHymk25sirR9FyP/3003jhhRejqDcte17KRQCABs8xtIAVQ1Mux1LnbvglL/ZWfx8hr7MIIkd+sc4zjj8gyKIRghw+YhTId3350vUALOB58qyHC3tij4nQT3f8+HE899xzqK6uxhVXXIGFCxciLy8PHo8HQ4cORVVVFX766aeAc4xGI+bMmYOKigq89tprOHz4MDp27IiHHnoIa9euxaFDhzB06FDwPB/RMTVu3Di8/vrrKCkpQa9evfDf//4XR44cwe2334558+ahQ4cOEEUR9fX1eOutt1BaWoqBAwfi999/R9euXVFcXAyXy4UPPvgARUVF6NGjB7777jsMGTIEO3bswMSJEzFx4kTcfPPN4Hke33zzDaqrq/G///2PKQUHv9+PKVOmqHv69++P++67D6WlpcGFBjB16lQIAnl/dujQAS+++CLuuusu+Sixn95++230798fe/fulR1TEm688UY88sgjuOmmm9CzZ0/MmzcPBQUFcDqd6NatG1q2bIm0tDT0798fn376KRr8B9WJpJNdIY+FEj7oZlhxXj91tijL3AuNWCEvMhwQRREevws+nw9GoxEA+d/v94PnjbKtY4TZbIbD4UBCghG1tbVISUlBTU0NEhIS4HQ6VbtJFEUYDAa43W6YTCb1f4/HA4PBIK9qyMkLCoWeBPnzg+PxyKMPBu3Xt59ex+uvv3mSbUFx/fXX4fPPJ8fcOaWE8LH30OePnnGZktANAORFfQhqHdR+iGV/DIeTvY5yvtSIFTeVsD92ldFqNw3d9Mvhf3orjwK07bVhgk8++UQU9hOFwUBXArTJq3YqK0RKkgiXpyjqvM5oxG2nqBAXP28mtGqbjd4DO4DjOBgN6TDwiQg9Q68N62KPkd/+/fuxYcMG7N+/H9OmTcPu3bvRuTNdaaq4uBhz5sxRf/X19ejYsSNuuukmjBkzBrN+X4DyYyJWr9yISZMmYcaMGU2u28svv4zvv/8eu3fvxkcffYT9+/ejf//+AIBNmzZh1qxZ2Lt3L2bPno2FCxeie/fuAIATJ05g9+7d2LNnDxYuXIiJEyeq4W9du3bFunXrsHz5chw4cADTpk1D165dddqKw7Jly9V6ZmZmYvbs2TJFmNOk5bFmzVo1rd1ux4YNG7Bt2zYoYVEdOnTANddcg/fffz/gSnfccQc+//xzLFu2DIsXL8aXX36JiRMnAgC2bNmC++67D7///ruaXvmomUwmmM0m8Dwpq9lsRdu2BRAEAd26dQPAoVu3HgA4GI1GJCYmg+MkZGVlolWrVhg9ejQSExNx++23A+DQo0dPUAeGCIvFhMGDB6N33064/uZLkZ2TjnsfuQYAMOah4RAMPFpdQj7Q5503DMOGDcPw4cNx8803oW3btnj88cdgNBrxt789DQD429+eRm5uLiZMuB0DBgzEqFEXoXXrNgAknH/+cNjtdjz00IMg4UkiDAYjLrjgQkiSiFat8jFy5EXo3q0fCgo6ARBx8cVkcD5+/K2wWCy48cYb0KZNG1x44YUYPHgwevTogbFjr0VOTg7+8hdiID300F/kVdBEZGVl4sYbb8B5552H4cOH46abbkRBQQEuueQSAMCiRYvQIicf7dt3Qm6LPGRnZyM7OxvHjx9HdnY2cnNz1X2vv/46AAkjRpyP1NR03HffvejevTuuuOIKXHzxxejevTtuuulGpKamYtIkcm9vvvkmmM1mjB49GtnZ2ejduzdatcoDzwPz58/Fnj071XvRsWNHAEB+fj5MJhNSUlJgNBplQzQaUMclx4QmmvgEeEXtEsS0D+idrxfayHECjIZ0cBDQvKLcLKtLy/JSyh0upE37Dgx3nUhp9OETWWZdICtOT2T9xRdfCpFTqBAVCZWObah1HUSd6wBamgsaXcY44oiDYMjQASgoaBuDnMgzPn36dKxevRq7d+/Gm2++iaSkJOTk5Kipdu7cGWA/AVBZTePGjcPSJatQdOQEZs+ei8suuwxFRU0fKP31r3/FnDlzsGvXLjz11FNo1aqVutrrggULsGTJEuzZswdffvkliouLVcb3smXLsGDBAuzduxc//PADtm3bhi5dugAg9tOsWbOwfft2bN26FbNnz9axnwBRlDBnzly1nm3btsWUKVNkZlrw5Nj8+QvUtHl5eZg2bRoaGhqg2E+XX345OI5T2eQK7r77brz00kvYtm0bpk6diu3bt+Paa8nE2a+//opHHnkEa9euDThHEAQYDAYkJibCaDQiNzcXHMehXTuiHditWzfYbDZ07doVLVq0QLt27dC9e3e0aNECF110EaxWK264gUQO3H77bUhMTMSf/nQzOnXqhMsuuwwXX3wxevfujTvvvA1ZWZl4+mkywfXUUw/BYrHgoYfuQfv2Bbj++uswcuRIDBkyBLfeegtatWqFp59+ChzH4W9/exocx+Hpp8l9u/XWWzBkyBCMHDkS1103Du3atcODDz4Ai8WCRx75KwBi32RkZODGG29At27dMGzYMIwcORKFhQW47rprkJCQgPHjbwVA7I+EhARce+01KCgowIgRIzB06FB06dIF48aNRUZGBu6//88AgL/85UGYzWbcd9+9KCgowLXXXoPhw4dj8ODBuOWWPyE/Px9PPfUkeJ5X7b2NmzYhNzcPbdsWqv2OtZ+ys3PQrl07ZGdnY9OmTcjMzMSdd96BPn364LLLLsOVV16Bbt264Y47JiE5ORn33XcvAGDixAmw2Wy46qoxyMvLQ//+/dGlSxfk5+ejX79+SEhIwNq161BfX49evXqB53m0b98eVqsVmZmZSEhIgM1mg8ViAc/Hh6VnO0LbT3HEERmcFM69HkdY1NbWIjk5GQUpV0PgjPCDhOOlSdTgqeEqAABOXwWK6xYgsqC3Am0aP9q0aYMBAwagZ8+eGDFiBC6++GI4HA48/fTTuPDCC/Gf//xHLdfs2bPx2GOP4YILLsBll12G1qa+OOxZH3TVp556Cu3atcOkSZPkPdoBLhlYLlq0CB988IEclkcHkS1atMDOnTvRq1cvHDp0GACQmZmB888/HwUFBbjxxhtx+eWX49gxIhYqCAJatGgBs9kMg8EAh8OBoqIipKenY8GCBfjvf/+LkpISPPXUU3j++efx22+/hWgzUq7Nmzfj2WeflWfqWOFtpQ3p4Hj+/PmYNm0aPv74YyQkJKG+vhYLFizAI488goEDB2LUqP9n77rjpCjS9tNh8mxedmEXlpxzDpIRVFQUE+aL6p163wU9MZ2e3pm987w7z6yYA6KCKKIgUUCy5MzmXTanydPd3x/V3VWTdmZ3Z1nAefjNj97q7urq6urqqree93ln4aqrrgIArFy5Em+99RY++WQJ7HY75s27FFdccQXmzZuHbt16gOMUDB8+DPfffz8mTpwIQRAgCCLmzbsMX331JTweN4YNG4GamloMGzYU3367CnPmzMayZV9g9uzZ2LBhPbKzs1FQcBJGowlerwdmswWZmWTlKisrCyUlJUhLS0NtbY3OKoqkfxRcL80fEw0K89PqMJw2VvDfwW5nrbmW5lIWyS1Nu2bgOadOnUJ2djZI+23+XeI4DoIgQFEUWK1WOBwOZGVloby8HD179kRhYSF69eqFyspK2O02lJaWgOd5XHHFldi+fQckCSgoOIoxY8Zi164fcc01V2PduvUYMWIEqqurwXEcevXqic2bt+Dqq6/CP//5HBYuvAePPfY4Hnjgfrz55iLMmTMbW7ZswZEjh5GamoqkpBSMGzcWX3yxHHPnXoRPP12C7OxsVFdXw2w2w+VywWAwQBAM8Pm88HrdSDbkobt1BnhOwM9z8kJqdlc1qQe37MRn1S9CUgV84+liF4jgd488MwNvh092wGroAqevvJnrawYsAZemLdRTN/u/JXsVCTVNxC0z2z4GJjENPCdihokIun7vOaSfc6SWZSiFvhMkAigJafzL7FshKX68V/0uXJ5iCLwVf7rrTjzzzLNh7o/8UqyDIQhm3R1Cln1QZDcURYJJTMMocQ4pB78fsuJDUd03qK+vR3JyMs5WaN+7ousXINlojH5CS/L2etHt/Y/O+jpKIDZobckgZoPjeF34WuCp2xgrb+DyFLfxihJGjBiBAQMG4MILL4QgCLjpJmIM+PDDD+FyufTFusLCQvzwww949913UVxcjHvvvR9mQybcYUSgP/zwQ2zevBnPP/88QsdOgNb31NbWYsKECTh8+AhYA/vkyZPxySefoFu3bvD5SFTUPn36YNSoURg7dixGjx6NCy+8EF4vqYu8vG6YMGEChgwZgtmzZ2P27NloamrCsGHD8O677+LJJ58Ez/NYuHAhFixYgAMHDkQol6x+20oxevRoHD16LMwx9NsvigKKioowf/587NixEwBgtVqwdu1azJ49G3/7299QVlaGRx99FABQVlaG2bNno6qqGhUVp/Dss8/C4XDgiSeegMvlhd1uxe9//3/o2rUrfvvb3+Kmm36GQ4cOw2QywW6348CBA5g4cQI+/fQzzJ9/OT766GPMm3cpvvuOLHTm5+fDZrNBlhXU1dUhMzMDJ0+eRF5eHo4fP47c3FyUlZXpzG1BEOD3+6Myin6akILGT9FhNBrh8/mQkpKCuro6dO7cGVVVVejcuTMaGhpgt9vB8zzcbjdyc3Nx9OhRPP/8c7j9t7/HBRfMxspvvsZFF12IHTt2om/fvmhqaoLP50Pfvn2wefMW/OxnN+OJJ57E/fffh8cffwL33rsQ7733PqZOnYITJ07CaDQiIyMdO3fuwsyZM/DOO+9iwYJr8M4772L+/MuxatVqDB48GPn5+TCbzfD5fGhoaIDVakVlZSXSU/rB6SRui1lWYsA1gjKu6mWqhVWnsqcIq/r0ojWC6CYDnX/6GfafJDWq+6k4utVEvC3cPsqIit7X0jaiBauQJMqCS021YcGCa/DSSy+HPZsGq6AGSI25SMpH8tSCPimKDI+v5KweGyTGTi1DwpWvnZDZOQUTZw3Cu+8vb8FZSoRtgi5dumD69OkYNmwYTp48GfCB1fYBZFCwcuVKZGZmorKSiJ7XS+W44IIL8Ne//hUAsGjRIrz8cviOIzbIAa5xRCOBGAxSU1Mxbdo09O3bF6dOnWJ0eTh06tQJM2bMQF5eHqZOnYpbbrkFAOByubBz504sWLAAp06dgizLKCwsBAB07twFLpcLvXv3xoEDB3D++edj+fKlGD16NLp06YIvvvgCFosFbrdb10OQZVml6U/G999vRM+ePTF+/HjMnz8fZrMFjY31uPPOO7Ft2zbs3LkT48ePD7i71NRUNDU1wev1ora2Fo2NjUhLSwMAFBURwfjhw4cxZ3Dwej345JOP1b957Nq1GwBQUEAMdsuWfQEA+PbbbwEoKCg4qZ5HJuNutwvFxYUAeF0kkrhkcuqgNdB1qHkDZ1vE1IM1p8LlGeyS2BqjFJs/B4BQ3sPrIgXfO3vNaEbdoCsqit4mGxvJx1pzZTh5kgxCjh49CkBBXR0xLMsy8Mknn0KWZZiNORB4O7Zv3waAwwcffAgAuvEVALZs2QIAePrpZwBApzVr/y9a9Ja6MsihpqYatbU1qKmphsfj0fU7UlPTUF1djYyMTPh8PmRmdoIk+XHgwD5065aHbpiL626dg9f+sRzjbpuCH9/figGXDkfx1pNIzUuHp8yDxmonOnVPw4/fTUVl0w7U1J7C2LETsHPnTgwYMAAnTpyA1WpFQ0MDZFluo6ZLeK2y7KSJcPkqUe38McxxsYOwwshgxmLoFOXoYB0ugG1TGkNNkh1YVfMpXLIDsuyFxdQVLk8x/v3v5xHq/kjbqiAEivXyvAFWJhrOuSwpRdx442vcjHd+CZzdGD9hJIwmAevWbo5+cIzo06cPZsyYgWHDhmHFihUh+7Tx07Zt2/DDDz8gMzMTu3btgsAb4fHX4I477sCNN94IAHjwwQexevXq4Eu0ADJyc3Px9ttv49e//rW66ETGT7m5uZg+fTpGjhypGpY0KMjOzsa0adMwbNgwFBQU6GPAqqoqlJWV4dprrwXHcSguLkZNTQ0AwjjKz8/H+PHj8f3332Pu3LlYseJLXHPNNdi1axeOHj2K1NQ0NDTUw6hOmiRJgs/nwwMP/AVPPPEY5s6di9raWmzZsgWZmZ1QVVWJZ575L5599llUVVUF35w+fqqoqNBdFNPT0+F0OgEIaGykOpWKouDtt0Oj5mrjpo8+ImMqbfykSTMQkH6jpoZ8p48fPw4A+viprq5Ov58E4gctOIFWv9r4qbiYGDUaGujz1drHbbf9ForM48svV0CBX3+erCD6jz+SMYLGuNHGS0888SQA4N1339OP1RYXlyz5FF6vF2vXrgMAHDp0GJIkoaGhAaIowmg0IiuLGGAmTz4PX3yxHL/69XX4z7/fwD333oHP39mBS+ZPxp6t+eiSSyIpHi22YMjQvvj6yw2Yd9U1ePvtjzF//uX48suvMGbMGBw4cADJycloaGiAz+eD3++H1+tNGD1B2sbixeeQdEEckRg7xYYEZ7KdUFVej68Xb4t+IIBQd5dwP/JBvv322zF58mRkZ2frrmUAsGnTJtxxxx2444478Pe//x0AWfnr1q0bAOIrvHHjRixYsAAHDx7U08OXJRpkmM1mLFu2DN9//z2eeuopsBO4Y8eO4c4778QFF1yAkydP4t577wUA9OnTF9XV1XjnnXfw2GOPYceOHfoK25133onk5GRMnz4dCxYswD//+U9VGB0wGg0wGgljiOM4nDhxAgDwq1/9Cu+88w58Ph9cLje6d++OPXv2YM+ePbq2wvffE+HQX/ziF1iyZAkaGhrgcrlgtVrxyCOP4Pjx47jpppswYcIEdO/eHfPmzQNA3A5TU1MBKFAUGampqaioiBw2NyMjE/R1isUoRHV3OHCgqxDR6p91ewrXTrT9be2sgg1NkQxFXJhjW4LgeuCD0oPLFCwyfTo6ZXKdG264Hrm5uap7bnqbr020IwhDTFEUNDbWQ1FkHDx4EACHw4ePwO+XUVBQiNLSMuzZ8yP2798LRVFQVFQMR6MXr/2DGL63vrwBnkYPfnx/K6qPVeL4d4dxZGshSo9V4dj2IrhdEgb1Oh8AsGvXDvA8j9zcXHTq1AnDhg0j7qEjR+LnP/8ZcnJyAlw9DQYD7rjjduTk5GDWrFno378/+vTpg0GDBiE5ORl9+vQBx3FISUlh7o4+V54TYRbT1VWx5lz64gOiRRXYdwa3X0WRIUmNkGUnBtlGYXzyTPj8tZBlL0TBDFkON5FpiVZZAgkk0Fr8sGUXNn2/PU65kff2k08+wW233aa6Ot2IyZMn60csXrxYHz9p4uAFBQXo1q0bJNkDnhPx3nvvYcGCBVAUIvjdehCm+apVq/Dwww8zrHAA4LBu3TrcfvvtmDRpEvr374/rr78eoiggKysbu3f/iDvuuANTpkyB3W7HbbfdBgB4+umn8f3332PevHm49NJLsX37djz++OMAFKSkpIDnqW7joUMHoSgyfvnLX+KNN94Ax3Goq6vD7Nmz9fHTX/7yFwDAY489Blkmx77++usAiKFh6NChmDt3rs4869+/P0aMGIEpU6YAoOMnWVajTjczfgoXzTiBcw8LF94T1/wkSYIsy7pxTHOvPXjwIJxOJw4cOIDi4mIcOXIEW7duRUlJCT766GM4nU78599kbvH0ky+grrYR776xAof2FWDNyp1Ys3In9u89hmWffYeGBgdWr94AACrbEfB4PLBarcjMzET//v3RrVs3XH31VcjMzAwYN1ksFvzxj39A7969cemll2D06NEYNGgQJk2ahNTUVD3gQt++fQEgaPx09iI7O1uXuUgggdbgrGRMrVq1CrNnEy2byspKZGZm6vtee+01LF++HLt378apU6eQm5uL2bNn46GHHgqJ5FZcXIxf/vKX2LhxI0aOHInXXnstQLcpVhQ3/QCO4yEKJGy5w0RWCG6/9Tr861/fAwD8kiPC2aybiQEAh75pl+l7vYoDxfXfQVLc4DgDOPCQFQ8qKyt1AfBgGMVMKIofn376Kf7xj39g4MCBZLLrABwOR8BqRihIWThOgMFghN1uR01NZcARJpMJn3/+OQ4cOKCKjkNdPagHANjtSXA4nJBlCRUVFbqWw7FjR3Q3Kkki+7ROOSsrK0C3obCwUKUWA4WF+QCAyspTAHgcOLAPFosF119/Pc477zxohoP8/PygCHw8BCEJitKIn//85zp1HyCrdK+//jp69+4NAMjJyUFKSopenp07d2LixIl4++23AQATJ07Ezp07A+qIRUWF5qIUGxWadXVS4EXgBDqWc2O9TlsQzfATD8MQZUEF1kOkfMPdO8e4XcUzGhzLyJKwevVqVFRUqGwrBalCDryKCwbOjHqpORe1WK4T7XmStpIs5qGH7XzwnIBajjK0fqjsCgDoYqX51DiIoGWt0wOTkoqKE34IQgb8/joAfnzzzUoAnM5MBKBH1wxmeL355iLIsow9e/bogqy5ubngeR4jRgzHsWPHcOONN+DFF1/CwoX34L333ofZbMSRI4chph9BbWUFFHgwc+YsrF+/ERMnTsSGDRvQv39/HD9+HBYLYTFq+M71sb7tcFMhUg35tVQjbw0hMqKwfj2pKYVtQ+HfJ79UBc1tdGX9KgDEdcjjOwWO45DXtQcKCgrDngsAv84kBuxdNbRfX1VPdepKlfXM0efWKqoik1+880zg9OBMGj/5JYdqmCDvqUGNApab2wUTzxuFjz76rJmzNdB+12buoW8rigxZ8THCuQIACR6PBw0NDbDZbCE58TyZHAqcgsWLF+O9997DX/7yFzQ2NqKuzo26ujq43ZFcaqgxWxSNUBQgLS0VVVWsQYawnlavXo1//OMfeOcdwhQym416vpmZmaiqqoKiKKiqqoLVaoXf70dFxSkIggieF/SxlTYGzMrKCmBwFRYWYuTIkQCAHTu2AgA2bdoAgMeJE8cxYMAADB06FIsXL9bDja9cuTJk/ATw6Nw5C3PmzFFFz0ldOxwOvP/++6puJolUbDKZ9AVPbfy0e/duAGT89Mgjj4TUE3lOiprWmgW1c6tv7Rho46f2NRC+9977UECY6nxcxeZjg8BEzSaakwQuuVYtEx07cRDgdvkB8DhVXgdRsODgQeLuunPnXiiKN4Ahf+gQkREIHjc999y/wPPEA8JkMkGWZZ1dpfU/I0YMx8mTJ7FgwTVYtWo1xo8fh9JSEkiqZ88eWL9+Ay666EK88sqruOKK+Viy5FNMnjwZO3bsCOgrtP7D66/TyxXO/Y91SVTUuYyPceWLDvr++v31IWkseSAczCrbnRVpd3koa87nD2ZgnjvveGLsFBvOOsNUU1MTbrnlFuTk5AR0DBoefvhhzJgxA48//jhyc3Nx+PBh/O1vf8PSpUuxa9cu3dgBALfccguys7OxYsUKLFu2DFdffbUqjB0frPhyQ5QjQo1SwfBJDkiKW3eXq6urw5gxYzBnzhw88MADYXM1GtIhyR6UlRVg4cKF+Pbbb/HSSy9hz549yMzMxKxZs3Q2EgAMGzYMCxdSTZft27dj/fr1GDt2LHw+H7ZurQxY1XrxxRcxbNgwrF27Vj9vxYoV2LNnD+666y74fD6UlZVh4MCB+N3vfoe5c+cCAH7729/CYrGgqKgIvXv3xt13343rr78eAPDpp59i+fLlOHToEMrLy3Hfffdh8eLFAIDOnTtj3759yMvLU/3CFVx55ZU4dOiQGoJYG9BoRg4A4GAQs+CXqnHBBXPg8Xiwbt06/R5cLpduVNPKNmvWLD2y4auvvqoLpQuCgHnz5mH48OEAAJvNhjvvvBODBg1Cbm4uFi5ciB07dmDVqlWRH3UI2PLGw/3ubEU86oFXhc41Lax4slq0snEYM2Y01q5dpxp2ZXQzjUSucQjKvYew2/k52s9YSPsJzSjVWnAcD0FIhSTVoSWTAeKCocDtdujnaFF8PvlkCQDghRf+B4DS7jUj4YkTx1WDtAHFxaXw+/16fzJkyGDU19dj0iRi+C0szMeVV16FwweqcMm82fjfC28i056mTtBscLmcEEUD/H4/jEYTPJ5w0XeiDWQ0JlXwvZPzUlLSYLO1Pky2ovgQOPlKMKwSODNwtoyfSkrKsH377jbnI8tkYvb6669j/fr18Pl8OtNnw4bI4zOzMQurVq3CsmXLsGXLFrz88ss4efIkevTogQEDBuhRjwHg/PPPh9lMXXu/+uorVFZWwmi0oGvXXFRVVQSMn7788kt4PB5kZGTo46e33noL5eXlePbZZ3Ho0CE0NTVhwoQJmDBhAm6//XYAwN/+9jeUlJSgtrYWI0eOxGWXXaZLECxevBh/+ctf4Ha7wfM8HnzwQTz00EMAgFmzZuHJJ5/UA9QACn75y1/io48+Uvt1rR9k+01tPOrGzTffjK+//lplPJG+7MSJEwHjp6SkJJSVleH9998HADz33HP44IMP0NDQgOHDh8Nms+nukz179sQ111yDqVOnIiUlBQsXLtTHj6dnwS2BQPBq9L32/U5NnTolwBXvpwJZluF2u3XDkSYfoRmSNbe3V155FQACjDrff/+9foyiKNi3b78aFVuB3W5Hz549kZWVBUEQ0Lt3L2zZ8gOuueZa/POf/8HChX/C3//+KG655df45JMlGDhwIE6cOKFrfzU1NbWLzYfn+QQLMoE24awzTN17771IS0vDxRdfrLussdi1a5fuTwwA06ZN04UkX331VTz44IP6vg0bNqC0tBTJycmYNm0a3nzzTVXTJaNFZfL6qwBwsJjIaqHTRyy+A4aOw75DhGUjMRZ6AjLZFDkLeiTNwbWdRul7DtZR0c86rgtKsQ7ffvstZs+ejaSkJOTn52Po0KE4daoCPM9j9erV2LGDCJv/8Y934X8vvIN7Fv4ei59di+effx7Lly/Htddei4suuggVFRW47bbbsGnTJgAkCozmL65BlmX4fD7VDY5MiFNSUlTNArKyRgxCgecAJGravHnzMGDAAJSUlGDs2LG63/+GDRswf/58zJw5E2VlZZg6dSoOHDiAyWnTsHHTOpx//vm44oor0L9/fzz33HOq0DoZTD/xxBMB5aypqcGf/vSnoDrVdIrIpHOm7Wf4tv4f8Hg8+M1vfoNQA4gIjhMhQsTmzZsDfN2LioowduxY/OY3v4EsyxgzZgzKysoAcLpGkUZ7Z++/ZdAMKKzI+E8RLauH3NQZ+nZJ3XcINTRoOlTxNE4B5eWn4HK5oLWfvc6vsNfJapXEk60VHnvqF4W9Ro2VvGMz/VfqaQdBBW0rfYSGbtLEKnkT3L7QiWlkaMYxHhyATNtIVDp2RTmHdZ3j4PdLOHKElGP9esIoWrLkUwDAp59+Bu3dXLz4E3RPuxDvvbQBFmSjrOowAA42mx2SJCEjIxNNTY1oaKjH8OEj4HIdwyWXXIwXX1yDX//6l/jPf/4Nu90OQMCIESNw5MgRGI1GNDU1weVyweNxgW1nXl8FWIN2r1691chTkfFhLdEQK2qgzCiyOsn2L+fm+6wo7bDqd+4sip7RONPGT4rigqJwEAW1X5LpCv+oUUNx7NjRiOfaLYTt3M9Evwdujr63TUo13L4qVPgr8c0332D8+PEQBAEbN27Eb37zG7jdhFH67rvv6ka6u+++A//8579x192/w39feA633HILRo8ejSuvvBIDBgxAUVERZs6cqTMk3n333RC3FVmWVc0dHoWFJyEIAmw2m27MWrRoka6FGYxvv/0WM2fOhM1mw4kTJzBkyBBdo2fVqlW44IILMHToUBQUFGDo0KEoK61ApmkIXn31VRQWFuL888+HLMv41a9+pS+UnThxAi+99JJW4wCA/fv362NA2k/R/spoSIei+OHzu5Gfn4+vv/464BgOpPwGQzq8vnIsWbKEidZH3BEvvfRS3HzzzSgvL8ekSZP0yH/a+GnlypUBdZZA+6MjmEoaTp7M77BrA4AkNYTdrmoifY7TRI3usuzXt32qtwvPCHRLUrgFsebRlrrX5l6HDx8GQA1WmoYwAGzdSpiRTz/9HADgsceeBgB8/vlSeL1enDp1ClarFaIoYvDgwTh48CCuvXYBnn/+37j/ARKc5/7778Prr7+B8ePHYf/+A3rQpaqqKphMJlRWVgbpaIVKHvTp0ydIBy4QXpVl5ZfqmdSfxgAgMXaKDWdVVL4NGzZg1qxZ2LJlC5YtW4ZHHnkkhIoeDoqiwGAw4Fe/+lWA4Pfw4cNx3XXX4fbbb8eyZctw1113oby8PGZrr6a0r60updqJYUqSyYDnvMljsXnTdkiSBEl2weUpQnBUsz7Jl8EkpOD6XkMg+STYM2046SD7cvtmYv/OIqQMc+KNT16Bn6uD1+dBcnIavG4Jbm8DLBYL/H5JjTgiw2AwQ5EJRXSG/Veo95eh2LsbNdIxuGUXDJwRXYw9MMA2Csc99Shz74CkeOGR64Lujqyg5eTkYN68eXj66afRo0cPvYMMj0hC1Fp9Br6R/W0DcF7qVOSYc8FxBfj81Drsb8yHDAnphizU+CqD8mNdqyKxa+iK2+zk36PAsw1HvZvAgYNBTAugsQp8OjiOQ0/LJJS6tkJSfPBBgqL4ICvBH47I92G1WqEoUI0Wp5sdEc9JcLi8Imk9tXdZIucdaJhajVD2S3DEwPhg0qRJ2LZtG3w+r3oNdnW3ta4IsYJlVwbfF4ckK3FBnWlq3jDl9ZPVOklyqoapWPXQyLVzkqejxrkfHn+1+kTieb80Kl/3tAtJeaVGlDWsD1POYF21wGefkdEJTqcL3bp1g9frhcViQZcuXXDixAlkZ3fC9u3bce+99+Gxxx7HqFEjsGfPHowePQaFhUXIzs5GXV0dysvL1VVO7RpaREMeeakk6l5RPWuYcgaVRysTqb+zPWqK9r3Lv+ZaJBviHFnG50WPjz886+voTMaZNH6iYycBADVMsZg+4zysWUNYTexEUoNmmBpkmwWz1Qiz1QS34kBez2wcP1yCmVcMxduvLcewSTas/GYFJNmlMg2SYbWmIDnZiqamRlRUnIIoivB6fTAa7fD5fEizD4KiKPBJDZD9TXD5KqBABs8ZYRYzAd4ASXbD56+DrHjC3CFZBOvfvz9+/vOf4/LLL8egQYOiiCPHPn4SOAvMhgykmHojQ+iJem8Byj074Q2Y7AVH0I1l/ERgNGSR+/dXgfZ70P/n1DVtgyEdkuyELDlU1xyDejz7vYp8HwCQmpqGpqZG+P2RArokEC90pGFq+vTpWLt27Wm9ZizQXPysUQxTrNE8XH8UDaer7lsTyY+FKIpISkpSo0ALyMnJQWFhIS688AJ8+OFHuOeeP+tGrEWL3sK0aVOxa9duGI1GeL1eCAKPpiYHioqKwkbBFIVUAC0xTJ3946fE2KllOGsYUy6XC7/61a/whz/8AaNGjcKyZctiPnfdunWQJAmDBw8OSP/f//6HK664Avfddx9SU1Px/vvvx5WCaDQakJxsR2ZmOpyuehw+Slbbtm/fjoaGOnCcgN/dcxOeePxJ5P3yAnzwxAeY1/dyOMvICtneDSdQ3+RB9dcy8pJm6vmW+w7AbASACrhcZaBsE8Dn80IUqHZCitgFKWIXjEqnaTUeNZKLXIYUAwkzv7NOG3CyAxUJw4YNw4gRIzBnzhzVKNWWyTfraifg6s7X6Xv62Lri7l43YEs1nXS/WPx3BArDt0TwWsJe1xfwyk4YhBQYxBRIEvsxoHTTJDEH/ZMuBwDsdyyHoijw+p36caHXC6SbezxedcXvdA+qwometyUv1vDBIXRwiaD9LNhnhDD744FAFpTbR3WCQo0W8b9+1665za4EtS9Yl8fgAX9rsmNF5mMxTAEAD5G3IMM6DKUNa0EmIO3hekEHKU5vJFZXOCOVBh7V1cSArjG0AKii8kB+/kkAMh57jPQvu3bthCiaUFJSCkEQcP75s3Dy5Els2bIFDkcjmpocWLjwXjz22N8we/ZsbN++E9NnjcGhAydhyOiJxsYm1NZWwudraR91diIRWebsw9k2fjIYDBBFETk5XSDLMnr1Go4DBw7g+uuvw3//+wLuv/8+vPDvJfjd//0Ci19fgRv/73q8+vxHyO00FJWn6uDz+bH0k3XgOA4b1x+GzdwLAODwnILbDbjdblRU0L7F6yVRb0l0PAKO42AUU5BqHqKn+VUjVK33JATBAqMhDY3OyKyu6dOnw2KxYO7cueoErS3jJ9rX5qZMD9iTYuwO2WjQ/y6uYyMGhmoyxgKO48BxlNkVaZIr8FYIvBU+VdtGUTRDVqRvQ2C6onDgOBGAL/zhCZwTyM7Oin5QAh0Ov98f4KpMPEWAd94hAaU0/SwtcuKSJZ/qTKycnBxceeUVOHToEBYvLsE99/wZjz/+BB544H4sWvQWZsyYjj0/HoPRaITLXYuysjLYbDaUlBT/JFiTibFTbDhrGFN33303PvvsM+zbR4Sv//rXv8a04tfY2Ijx48ejqakJBw4cUF08KDweD06ePInu3bvDYrG0qEx1dXVIS0vDlfN+g6NHivDbBbfhg/+swaV/HIH//vMjPPDor/DhB8thNBlx+MgBnCzZALPZCo/HC0XRLPJksnnq1Cn0yemLO7vfhSwzfSSC2ua2VNCX9gc/0XHwSPUobliN0JUxMvjpnEKjzkw3TtO3j/iINsyeRhrS0y9VI9S4wbql0HxbB2Lk4CAgO2k8zGIG/tNnqL43w0QGfDtrk/S0R4u+AQB4fDWodx2K8fqssUYbqPkQfjWS5Mdx1IKtKB6EGmjYvBFShmFDJmDf/s1QIDCDsvYGvU+jmAavvxatN05pz8YABX5wENXVT83YZgLR7LLB568Cz1sgyx4EroCGY7bFsx7CGc5k9DNPQV/zefiy7umgssSfvdS7d2/VLZW6tbFG3NOjEaYEbQcaQ1iBTzLYJ+ilGrZNCunjFEXBgYZPICua+0Vz7Sa47iO9H21F8HViNbqGYxnEcq3whlSe59WofKQsgpAGjhPh91fqQSEyMjLBcRxMJiP8fh+KigrQv/8AFBQU4a67/oTHHnscf/jD77Fo0VsYPHgwvv9+PWpra9VIn2cntFW/k1df1y6rfj0Xf3BOrfqdSTjTxk/a2Ckzow+uvGoe3n1rKf688HY8+8x/8Yc/3IoPP/wMv739Z3jzzQ/g83nh9lShsrISPM8TbRQGFt6K/LJj6NGlD+al/0FPz/eRyVU5f1JPq3Qe1LednoKI5TMZOuvbKZbu+rZbNb40Oo/raZqgcyjiOX4KLFNvO2UNZ8mE6VHBn9LTjjZ+q2+HignHApbtGctxsRwb5mzOjHnzLsbWrdtRVhb5ebQXKHujro05BbOnA9M4jhoNW8NiaQ9oY4XWsH9aAzp+OjPBsTwNZuxkM+cCAHgmrdFF2uqZ8izPJIiiqAYIAug7QN4Jza1ZY2KVlpZizpzZWLLkU92Idf/99+Gtt97GpEkT8eOPRCrlyJGDZ/X4KTF2ahnOOFVWv98f8FMUBVu3bsW//vUvvPzyyy0a/LjdblxxxRUoKCjA4sWLQwZVAIkwN2DAgJjyfe2119C1a1ckJyfDYDAgLS0NALBzxwFUVtTg3X+thiTJ+M8/PoSiKHjhuY9x4ngxdu88hPq6Jr1MdOUMCM9IaQ3YyVvwgKi14JmfgOZduOSgX/AEmtynZpSKL1hWFdUb4tRfoFFKux+ElJM8l3CTbvb+gtkZQE1NE3JzBqpGqXjVfTTQiXWqdRCsxlwETuxbkg+dgAtCmjrQ1vIxg+MENeqkDUZDFmTZhdBnrbU/1lUgnvUQvn275UbmmPYzSgHA/PmXM2UB6P1Fc2Fk22dbwRr9tLbc8vrmOA48bwPP2RC93QTXvZYW/F60FeGecSzGVi7o15JrhZ5z4403gL1P1sCnKDK8Xi/KyspQWlqKkyePoaiIDFIPHz4Et9upryi+8sqr8Hg8KC4uBgCkpaXBYDAgOTkZ3bp1w2uvvRZjWc8wyByUOP8gn3urfh2BM3X8FGnsJMkyli39Goqi4OknX4Df78ezz/4PxcVleP75l3HkyDGcOFGAgoICOJ3OEKPUmY1Yx08/bezdu1/X+0rg3AUdPyVwLuPeexdG3CdJEhoaGlBbW4v9+/ejtrYWH330Mfx+v87AevzxJ1BaWoovvliOmpoaXT7mnBg/JcZOMeGMcuXLz89Hz549A9LWrFmDO++8E1dccQXGjBmDuro6ANAjHDQ0NMBkMiEpKSngPI/Hg/nz52Pjxo1Yvny5Hr2kLejcuTNGjhyJvLw89O7dG3l5ebj66qtRX99EImUFzZ969OoCky0X69fuCJMb65oTL7B5xj5RlEOE2YPzbA6RJsXhDARcOxqltG2EuW5wemjdEKOUN+i4cOeHsmWsVgvsdhtOnaqC138qZH/7gTxvjuNgN/dQ3Z7Y8sUCem8cx4GDARDSIEk1alpgPgJvgdGQpQpGswYZ9heOQRUPaO1bu0cODdIp7HR8DrpK2X629v/857/MX9p7Fu26we0z3u0isB9RFCVmdxrNOCVLDsS2Mk4jFMb2vrcG7DMGTv/aiYy3317ElEWBLDsZ3QaWaRUu8h41qJGIV0BBQT4AEjmroKAAx48fR2FhITp37oyzEYqCuAtunh287TMbZ/L4KdLYqbGhEU2cAwZGfkDDlCkTsGPHjzh+PL9N1+5YnHuThngjNTVF1edM4FxG4PgpgXMV2sJcW6AoChPJkAwOzoXxU2LsFBvOKFc+r9erRznT0L9//6j0tOHDh2P37t363x6PB5dffjnWrFmDpUuX4oILLmiP4ur0PKupFziORx/zVADAIQeNNuL1E2uvosgAPAhkOFCcOnUK2dnZ4DgDTKDidbmmUehmGoNuZjpwO+auAwA4pCrsaXofoRNC4k6WbB2op1yZfLW+/ZWL6A+cqt+M1uk3aaBGKbu5F4yGNNQ2HVLdFLUVMHbCxutaDwBwV9eb9O0BSYT6uaOG2kr/UfAoc51wxh7VBY0zQhTs8Pk1YfZgIWx20swaCrSQyCxDKPw1gt220syDkGruA47jcXn3yUjrnIT8H0uxp/EEdjkWw6+4w+QVP2SnTNS3b+s0E37Fjw+rD6LatRf1nmOI3a2PCk6z0NwbB6XSdjPDTp/dN03EJaLGT0Pb9uVJmUq4o2jylqDGuQft59YXyRWr/SYCDzxwfws/usFtTaM3t4cGETXWaT/NTQEALkn5DQDALNDnvNa7DgBQXr8e4dpA89cBtPY9Pfl32Otcilp/EWS9DGcjyL0ZDAYYhW7geSMkyaW6/LBG12AE9y30vc9OmQhZ8aOyYctZT7XWvncnrrgeSXGmozf6vOj16ftnfR11JM6m8ZPWlng+lbjEioRB5fbRKFOyzLJoWCNw6MKbNn4ycDbmDD/spjxYTTl6mstfrW/XOw4iEniessNs5i70fC8536+PNdoO6k7Gsn9Do12xbtr9ky/WtzNlot1TztOowkdqqUxDc2DdlyK7JMYXrEui1ZSFwUP6oqGhCfn5+QCABufhdr0++13Unq3TQ9td61wfWZC+32SgYtomQwrNXxXT9kvUDcwoEsOwFpwkPuU4s9Dy8ZOGtrmLtgasvEdm0nAAgMDordW5yLjXHVEDMzaw7wIbmOlshclkwp13/h/++c//AGibq6PW3ymKAlmuO6vHBomxU8twRjGmjEYjxowZE5K+Zs2akLRFixbhrbfewueff47c3Fw9XVvp++677/Dpp5+2m1EqFnTpko2Z51+CN998OyD97rvvxp//fHdAWlZWFk6dOoVgvPbcx/j2xfyw+XMBLkWhk8Ho7IlYjVLRXH14GA1ptFycqFpxNb2mtrIeOIROmmmZTIYscJwASXJBVlyg99ScUSrYVU+DNrHWyhyujnm4/ZWQle4QOBO8Ti8aqshgI0nIxkjb1djW9A4iM6didbmLbtRxeIqxpHwJnJITjVwKMixDISteNHoLEaldhEdLjo0Ou5G8k8Q4hbjmHTpQOR3stNasBLFsNBGKwoO8E7EagVqCYAZme9VHqNscz4kYar0Me51LUe0/idP1PFqGcO9csPGW7Oc4HjxPBg+CYEEgUyyY5doeRsYzGwkBzzMT59r4aeLECTCbzVizZm1AekvGT/9+7nW8/uLKkPQEzhzUVNfB7fFGPzCBsxrxYNIkcGaD53m8886HHV2MMxaJsVNsOKMMU5Ewffr0kDQt7Oh5550XIN551VVXYcWKFXjggQeQkZGBLVu26PuSk5MxaNCguJcv1dwDPCdisCEXHMfhELFRoKzsFN577x0oCusiBjz77LN49tlnAvLQVvxCQSZDudwMPWWKcRIAQFFScMyTC4dPc+FiWSMKGl2HoE2c3nQ+weTJaiG1xChFJtMCT1Ylu5iGwiZ0gk3MxgB1degUT6MHbvd9gXrnYYiCFX6JaEO4vHRlSosOCADmVHKNBl+sKyJamRW4vSUIZDMoCHWx0u5DgNGQBZ4TcaH9ZgDAV42vQ1ZDwUqyW7XyU4Max5mhKH7i9iQ3AeDglupwyrUXomCFYjoPOUO6oLSwDhMykgAkoYybidKmjTDwVnikBgQauAIZWz3MhGmUwlOm3GHfj3D7ylVh8zoEP59T9ZugsYZKbEPA8UmodexGlfNHtGxVKTzTQ2uzRxrpoN6izNe3vRxxU5LZENZq+5hpHkcSzMAiZ+AKfvzQ/gypYLR8xY/WLRHVj6ZF1VYE5qsZVwDAJZHVcIdEIx95Wi16St4LbbVvSApZ7R2UciNeLH4aiuKBKKQHhQPuSND2bTZmgwOPTlwyijyHMDnlcmyo/1w9jriuWq1W1NUdRqBxWnuWpD8W+BRIch04zgaO46AofiiKi7keOa/RXaqyZRNIoGNwJo+fRN4CjqMu4zQoDLB58/cwGo0IZg+1dPxkMlDGlNGQxGwTphFxSw8E+c4TNBd1LzbQfpnniRZXspWyj61iOgDAx0gq1Kviymz5ZCZcvczUiaz2N360XKepJSwplkViEFMBQI/ERzKTw+QZKgrul2l0ZANvQbfcblCgwFlP7sNncuj7XZ7i0HIw05ZOyaMBACJP2SxVjkP6drhnywqdO9yhaW0HuQ8vw6oziJTJx6l1wsokCOq3WmNOAecWY4rjONx33726jlDL0BFOPfTZEO1YQGLeL0lumyFVe5cEpt12BHsxVrDvPs/MU4KF89PT09GvXx+sWVMUOS/1PpWAfj2cvIpf/f+McepK4DThrDBMtQTLly8HADz22GN47LHHAvZNmzZNH5DFGz7Jgc3upbDwdkiyEwJvBQD87nd34tln/6EeFWkyzb6gwfvCayIBpLPvYpuAMscWOHwloIaFaDpTrTFKGfTjBFUPIss0JOxZGoxiKlKs/VHfbtRs1tgTPOkPNNJp96EZpVjwnAG8YFBzEiHLnDrJ1OpIBOANGDQLvBmy4gFgRWO1A/vWBUYbMYmpyLFPRmnTRgSyxgJFxQGgi4lQhbswVP1CvgICb4JDdyNi74m9Zx4mdZAY2FZiZa2w7YV1wzobrPCnt4yvvfZ6C88Irls27dyBrEjwK34YeRNEIQ1+qRZ+VaOs+b4FzeyPF+i7b7f0hiiQfnmqdR42NSzFPsdGsH1hcnIyMjIyUFdXi/BsT7UP5E1QFBMUKFAUKYiyfm4PpHTRzTjnmUDHo6PGT+GQm5uLKVMm48MPPwraE/xOsuOneDNRE2hvHDxw/JzUSUkgEC0fPyVwtkEURRw92lZD/rmLxNgpNpy1M6S//vWvUBQlJNSxoigRf+1plKp27EaykIlkIQN+qR5+qRGKIuPzz5e2MDcl6EcmtZrVPhgcx6OLbYL6F7syHylCmoSWG6Va75qjGafaB8H3wEbBYdPpJDjYKBWSoyoIzd4zMSAZ1MknqUtF8UNUdSgsyWacd9XwkLw04xQtA61PzSjVHIyGdNhM3RH6DKlRKrz/fUufF2ssYdudklitYHDJJRdHPygEwW6hZ22XGxZ+qRErq5dgeeUH2Nu4DRzHQRS0Vd9ITCHar7W/EYe+E5pRCgAkxY9JyZdhTtrPwL4rHMfBatXe/3DlJNskUqUBiuJS+wWtvxHAGqH9pykUdwIJtARn0vgpEkpKSrB9e7jAMQmcS+g/sBcmTR7Z0cVIoB1hNBoxe/b5HV2MBNoZPM/HHHwngQQi4ZxjTHUEXP4KiIINx+VifS4myQ2Q5EaMGjUNx44da2GOxGjB81bIsgOAjNL6NdAMDp+IP+pHJpm7qlvhmFUsc0pj+8RulOI5I9JtwyEKVsgKdQHK4QcDAKYkU4p8no1cu9pDRUPNNar7oRHYKqwlkz6BRuUbm04qyym5sUdehZ/37Qu31E/f/2qpVhb2/3CMKNbNJhyogYq6/QErGhcBALraacShObZhAIClTev0tNI6TRyaGock2QeXhwgfbio/hE2vEvp4dQ1xb6rxnwwqAzmP55PBcwaMtl+n77kyh1D5e1hpHRsLLyUbFuCjqqfDMDLo86Mi9kDzz7U5BBtNyL36pUo9z8PetfpeWSbtyemhgqv7baQMHhcVZj+X8OOPrXVL1Or29H6w2UhXdSDuESZQSjYrtNpyKPCoLsQn3CUAx6G4dgUCjTjhjHCsSDtwOiNY2oQsOL0lcHhL8aHjn+B5s85s1dC1a1fVGKs9s+B7Iffn8ZUh1PBPDZCikAZZ8cLEW5FuGYgCb3773t5pRCKyTALxgqR4wYGHz0sMuFT2gGDUqJEtGj/R6JnQv5msqLDXR92jOD6+IrQsWKFygXF9SVbHa7nCUD0tSSHC2E6euriZbPT8Ghe5f9YNMUemumDJAnEHcstUSJmGJIkf2GejufAZdLY2dUNz+2r1tHAi8ZJEXfU8UgO2bt9KzhfI2DGSmxSv9tVZSaP0tJ5QFwSZ/kO00fouqvtO3R3eNSq+LnyBYOvL7aWi+4o6VmPrQXP3Dhed8lxB68dPpx+sm6XbTyQJBKa/kOTWi3oDtG24mPHzmea+FwhaH2y7DUavXr2wd+/eZnOKdp+aq5/Z0Ikcr8hweZuaO+WsQWLsFBvOreX7DoKiyEEdFZ3UHDp0CIIQiR0TXgRbEFIhCGmqLy9rMGgNwyCYORU7U0ozSsUDkazokiLjv/mf4K87d+KmtWvhk9lOS0YkxkKYKzR3debXmjoMLgOv6wQAgMlswM13xCISy4PnDC28NsBxBnXATZlMgQwqVuS9La80W0/B7eZMBFsf7Y/09PQ2nN1c+9TuQwrzO5PrnrQ5njeB54zgOQuaZ+2x/Z2o/rR3UrvfeD9P2n/6ZQecvnIkm3tBEJIgSU2Q5MAw5cXFxSgpKQk6l2UTsgY1KSgt8F3hYIDLXw1JSQj7JpBAa1BVVR39oATOavQf0AvzLp/d0cVIoB0hCAJSUlI6uhgJtDMOHDiA+vozRVs0gbMVCcNUHGAU0yErPniYUMfaBL+kJFS8kSBwUv3MM5qYJ6+KgbKTukDjVLB7lcdXg+YZQ6xrW+zue/EySjWH90pW4lBTPh4eORJbKyvxUsEyyIqCpeWs9gsP6iLDshhagrYYp5o/1uP24dN31ke5dttYIRxnQOjryk6O2+NVZo1TrUWgxlf8wL4/p8c4ZbO1x/sQrfwtvbf2qm8W4V1JieYaQtLpOcGuwZp+W7A7ajyfJ+3vHN5SGIQkmA2Z4DkDBN4GWda05AguuGBOmJC7wQbhcH1ooOufovggKw6YxTSIDGPiXIAWWSbevwQSCIbL5Yp+EDg888yzODt0ERMIxrGjBVj97caOLkYC7QiTyQRRTDjonOu44Ybr4fP5oh/4E0Vi7BQbEj1FHCAKJqRY+6OmabdKcaZGArPZgtzcJBQWFjJn0Elamm04TGIq3nplIzolE62owdx5+pFr6/+lblEhZUmq0q9R21SFyJMlFtEMF7RMAp8aooE0hJukb1+aQyjX49OpfopZJBpY+U2UimxgJmRJ9cS/vIuV5lusfI3V1dvw9IjzcPffZ2Dwxl5Y8MQSDGqUUak0ICtpvG4cI+50GqK57rH3FGzg0yDr7jgehdJETzSSgXCFY1/YHDnODo4TMDrpBj1tRlo2Jv1sHDa9tRX7a0Mpvj3SLtG3pxiJloLdQJ+HRa0SA08nyMnM/nTbAACAR6KuVw53JWS5DsQwFTyxb5+OyiRQV4J6L2nPgkBdNwcL0wEAmYxBsyF1AcqdW1HvPYHwYtKtAW2rNnMvuDzFkBUvWmf8i72+Dh8+0sK8Y7m2KsovZoPjRPSz0ZVjN5pQ6tgMp68MSszlpOwdh/s4tPo+In4PAJhmnKsfyfPRuv9I1wzsb0j0IJa1F9koZbf0BccJuCHtWn3vZ02r9G2/vwk1jj2qu0N8XfyaPAUAFDTpkZ60ctE2uXjxJ0GGf1p2i6kbvL4aSLITga5+WhnN6rF+dDVmoJu5OyamjYKZN+FvdV/G7T46GrLMQY6z4Ga880vgLIHqwiQzkdpY9O7dC9u2bYPfH+r+IQqpAACOE/H8v96GQcwKcIVyegpCL8e4kShy/F1nNDcUkXERzrBReYKByhgAQJ6Z7hd50vZrPLTsJj+N1mW1pgEAUmQqg5AhWvRt9XQIEu3PRZGye8O507UVmiuSzASE0dzRJCm8241WNyn2AXpaqiEPnXMyMHxUP3zxxbfqcbQ/TrL21bczTGQ7XaESEikg9cgz34km0OiMlSbi3uiTaPsKiG4Yod3FGxyjbarVD8ew502GFDWN3nt7P0PN7TVQJqJ94Ha7UVAQ+j7GA1rEOLMxS09j3UHDRWaMBrZdaJHEjWLwglXb0ZqomKz8gByGjd0ebTrWNvKvfz0PWQ5dFI0ecZC+v1kpYwEAdp48T1nx4eQ5IoWQGDvFhgRjKk4Q+fCCufX19aioCO4YqV6SifHRjw7W+MS6l0VjQkVDIJshFmFuSZGw4tR+PH3sW/z18Je4a98X+OrUIcgxOrzKioy/7duKa/P64YYeZKBy5XkDMDUrB58VnUChoymoHGy9ArEZpYLP0c5rLXMqct0c3xysKdW+4HkegpCmfqzY+4wn26Ttbnwcx6GzdRwsYqe45EcQyOqzmXsEpceCwPc0Gniex/Tp01pSyBivD5B2FWok4jgBObaJsBq6xFzOwPbdWuZUy+qmeaOUth+IpW8xGdKQruq8xZ8Fx7rchfsbuPvuu4JWdumxomCDxZSrPiuWQUXuj+M4VRTdhKs7X48p6TOQaki4LySQQGuxatVqSFL4wC8JnBuoqW7A4QP5HV2MBNoRWVlZGDq0+SjeCZz9WLjwno4uQgLnABKMqTigsmErArV5qM7KwIGDkJqaim+//ZY5g2r3lNdvQPBkbi22BV0hWFNIyyMSG6glIBMrM5eEqck3wS6ko0YirCEfY9m+oqsqTKlI8Gcux/O7DqCo0YlhPbOQZjfD75Pw4MGvMTpjOx4fNQ6jMzrBeShPPz/JQCakuWaSp6IoeKNUgAkW1DYZ0fh8Jf52aCPWVZRicup0uGQnjjVsZsqo3WMsLAptssiF/J2TOk29voyy+vUAZBTXrdKPLeG+V/ezKwRG9eocBqQQUfLZaXRV7uKcRqSP6o4aRyM4EFbR0Tq6SjrdMpDWYzeS7/4GyiZzhRl390yi9zjRRVg0RiO1I6emkPqUFQl7G49AVvzY41kDv1QPDrzKOGmLJT1YD4iHXaTiqk6BaH90tg7T0yalpgIAvqw7rqcdqv0YgQbUeEAT9ZdR7zgA1vARG8JpdDXfrmRZxjvvvNuq0oa/PrmmwCeD4wT8rNMtAACzSMtQoTaMzhYRG3wftiD/UNe42iYiPPo5WGHKSOLk2k8AYeQF141m1I0mdM4eT/JsdB4BwOFt6W19L8tsYEWD2w9sWwx0VX3mmWeDGFPBZQ9256OGvxnJd+jbl+R4AXhxuNEKl3Sm6oS1DgkBzwTiBUmuR3P97tSpU7Bz566wAujhhKsJe/P0wmigTA2N+WJh2C7DQIOrjOtEmE69bfSjz3Ok8Z90UAaNoS5V37Z6CXvKwBj1fQrtd9yq4e4UT/vR9mDYsH2zpEYbZa/j92vaMuyAhj5bq7kbACDd0FNPsyAZVoMZvbv1QuEJsoBrNqbp+9OM9FiNKWVR6NjJq45RDYzmpx20nF2sI0PuQwRlozkUMo4pa6BjblmOl9AyvXeWyaexXFhWncaU8vmpsHR7PEMWp4MppaG4uDjMAn3rwTJwkq29AQACT5+ryxu/fkBr666ACLvNj2W18sVT0FxjKUoSffcD849OKGhvPP74E2HTo9WD3dJL37bxJFKsXUkFgHNKozMxdooNCcZUXBDOYER+27ZtCzJKacewguaR2C7BzIVgw0z8mFKaUao5SIqERcVL8OcNOzCxSxZ+fOFW7P7vrVjz5M3Y8Pfr8d1fF8AjSZi7agVWl5U0mxfHcZie2QNvFf6I6evfwtVbPsVHRQdxUealmJo+A9PTZzFlZO871nvVzmF1qRhhYo6tx+aZIZz6rznIno7xq+Y5AVmG3uhs7A+Bt8IgZqpGqVjZLuHYVqFGqdYjHKuvrQyv4PcHaJnbF2tc0D7mzZfDZrPhl7/8RQvLyV4v+D2HbpSK7fyWoiXMKbY+ad0QRp4hTNkV5tjgfMIhWEi/+fsJ1tCLH9iFA7YctH3fe+9C0Ppi+x5ESEsggQTaCx9/vLgVUY0TOJvg9fjOyclVAhQDBw7EnDkJgftzGRzH4Z57/tzRxUjgHEBidB13BE5Cs7Oz8atf/TLMceEmg8ETJm2bFf9mJ5tt/ZrTiVk0oxQArKhYhx8bDuKDi6bgzTnnoVtmMjbuL0RVPfFpnj4kD6vmXIIZnXNw55aNaPI3L1z61JDz8fG4q3Bhdm/wHIfXR1+MkclEg2Fb/Q+g995So1Q4dhmZkHrUUMYkiiLLKmqbC5yvPnII1dMJnjPAIGaqf0W7J3YCrgT9DbQ1yl+t5ygiG6UiXTNWsO9Pa4xSWh7B72F4OBwOPP/8v1tYRvZ6ocaQWIxSXtmNA87WCsPGapxi3y1qeOE4DjyfwqQ3Z1iK9gwDjVOhxieSLssOKEp76n6wTKfQ+iCsuHCi+uHYqeH2nftICHgmcLowfvx4zJo1K/qBCZy1UGQF9bXnRjj4BMJj3759WLp0WUcXI4F2hNFoxJtvLuroYpzRSIydYkPClS8uCHQZ4zkjRCEJXn81Tp0qw7vvvtfMeezkNJiNoMBo6AyeM8DtLWWOi6dbFCnHBj8VIJ4iEqHyERmUWp6VugUr96/HnweOxpWv/gZfrtqFW373GioqavHRx3/FFZcTF7lOfffhzYr+GDz/71hZ/TUe7EfyqqtKBQDU+Oj9fpifDSAbvUxDsY8rxnPHgN11jyKQmdCa+2Qn4jwGpV0HAKhy74fF78d483ngRA6f8AcYVwJyvKK4AHABwpMTbDfq23kicdXzMnPab8qTMGpqL+xcV4+NNYR+XSlRoex6gbr1nXQQuvEJqmOOag/JzCNRKjKLrjbiSphmpHXRw0YLUO0l1HZP+fV62trGVyDJDcy9BdcjuV8jn4y8pJkQeQuON66G318TQLvtlUbFskfzQ/XtH62Ehn7Ku19Pe7uGGP3K6zeieaaUAJ63g+N4mMRUuLxEjFpRgoXcoyH4/Yn1HOoKGOqaFR6ZmZm48sor8PLLr7TgWtSQk2OdhFQToSsXebYDAEYaaN1qWvdfNx7Q047ULkbrGGEsgt36NNc8gOeJW0kk1wW/nzTS7JTJeloa3y3kuDLvPjS5jkFWfKoAbnPMKVLnLm8+whvmAY4zqrT19lpGZ92tA+vH5yORBU2GTvD4KiEKNvilJgAKTIZO8PrrwIGDrPgAKDCKqUgy9wbH8bAwYrbv55N3ea+jBn49WmECCSTQHDSBX4C4rvzwww8wGo3NnNFMXu3gThMOEiOmbRa7AwB6c2P0tGFpVKh8VCpxS+mTwroFESQx4sr1XnrPDT5yH/WMwb5MpgOIQv8uANDdteMJ1k3RKNLgJw43uWclwM2GuPBpotoAkMoIvycbiCueGXbmDB8kCRg0Mg/rd5MxqNtbq+/3Gah8gIcjC51ujnF3A2Gqs8LwCkfHRqkKkVywKtRtzs7RcVaT6h6oJFP3w7L6LTSvZtyI6AIg1G+Edg6pG6uJSllYjbR8WtARt7daT3N5yXWiue+xLmwcT9vI6RJxby3GjBmD9PR0fPPNNy0+l61n7V2zm3P1NKMagKfRTb00AudL7QFt7BJe/05R09myiwJ9Lzh13OrV3V/DuyaHz7t9+7PWIiUlBSNGjMC333ynp2llDSd+zjOurALTlp0yef8blXIAgQEWEvhpIMGYihsoI8Fm7gmzsTNMhkwACmbPjnXFj2UVqLkqbMenTSzZyXS0MknMLxKrofkJoMPvwJ3b12JSZhfc2W8Ynnv5S1z2s2cwenQ/bNv+Ks4/f0zA8TlZKXj89/PwWdk+HGw8FaWMwYiHuwzrskMHKSJngYEzgeNIvfG8GQKfgsC6bB1z6sh38Y7Y1jZwnAiBT0Z4ZgitF80oRc4RIIrpAR+R1qE5oxR0oxTZNsBi7AqRifjX+mu2RCCcNYoEl1N7xyjq6urw/vsftKA8rLGF041SsYL41bfVKKUh+P5iqSMZgA+AF05PWbNH8pwIu6UPeN3tLxbmVKAxX2NHCnwSeI410LanW19gnYqigIqKUwB4mAydYDF2g19qhPYMLaYc2C29VY0QUi7NKPVTQmLVL4HThc6dO+Pqq6/q6GIk0M5Y8/XOji5CAu2Iffv2Yf369dEPTOCshdFoxOHDhzu6GGc0EmOn2JBgTLUDGl1H1S0ysfzxx5asZFFWAQD4/JXwBRmrNIiCPWClJhDahI9MwAxCMnxSnfp/I4INBlTAHcjMuRAAMKczseY/evhr+HgJH/xiCjKsfjz9vy/xi1/Oxcsv360beTTIg0nkjV8/NBB/fPwTHHUVY0JWKg6pC4R7GuhK4WYHZZIFhpyPj4ZLtn0Cqhy7YZX3IcuYiW2Ow0g3zIBbFQ/0+SsRXK8cBFhMebjIfoOedkNPeoxVICtbGvMJAL4rk3HFL0bg03+uw24PCQvvcJ+k+xlRxsoiwj4p5enqTp1MVneKTo3Q0zoJdFXRoE5804z0deWZajcLpHw5ZroymwnyHByeEjS6WY0OypTqmjQDI0XKgkqzdgIAeGUnjvs3INnUG9kyXfXjGXKSSSHXUhgR1shMKRZ8wES+yZXP6He1toOl17SKneD0V8aQF2u8DO/uZjXlwukhzykzMxMTJozH558vjaE81ChlNubAKKbiklQa9rrEQYxUg1JphR5rINc9UvtJUDnaapQKLhcHgU8Cx4nMSn84Nh393+OthJ3vhBRTT1yUTEN9J6kEoTJnfwCAO8mJ9yv+A1nxIcncBw16PxgM9t0OfN/pqmH4Pq89wfM8/H5yzQbnoaDrK6hr2ht8BmTI0ELe90uhK6IrGg4BAA7Vf4zTfR8/BezevRsPPPAA9u7di8rKSlgsFvTv3x933HEHbrzxxugZJHBGIpihUl5ejq1bg4PBxJhXWGYBy7CNLdpfMIsrGBIjipwsEAZOnpCip2Wb6fufYSLsSbuZsii9flImIx/e1boChEFQqNBxZFUj7Yvagy0jCqkAALs5R0/zS1SaIVw9aOLo2Ukj9LRuymB9O1kmDIkmUIZZGU/GSZfdeBHue2QJuQ7DGqpiFBI8ZjIe9cm0HH6J5FVrpMwUK0/ZSckKGdNYQJ+HTWDGURL59qVylIFTZ+yib7OBOTTYLURsO9lEz/Ey43C3yoJhGWY8w6YNt5DRGqFzWW5eKiNWhBO1by1YFgzbLocMGQKOI5q7Lc3HwrDNTCqr0MjT8bFPvU77s6Raws4n7zzLBLKbaLvSyu9j6qjGQY06sbKnAtGx0UuJ9AMftt8N3xfT94CdR9S78wEALk+xfnYC8cfGjRvx+OOPY/PmzXC73ejatStuvvlm/OUvf9GP2blzJ+655x5s2bIFoihi5syZePbZZ9GrV8sW2luKn9ZSb7siWCSXTiwnTJgQdGwk3Rno54ROFunfRkMWRCEVfqkeoWwYLX/NKCUCEGEx5cBizIVPqmeuGU7YNxA76grxVcUBPDlnDDonWbD6eCkqK+twxx3zwXEcDh4swObN+0POEwQBnc12lLkbQ/aFR3NGqVhZHtqxAMDBJKYhO2kiOhkz4JW9uKLzxehiJJNoonHD1gM5z2LqBp43hMm3eXz6z3VtKHP7gRp9tPKQ9tI1aQZE3hz2HCNvRYq5T4jRMTqCNXnCn68oCmTZow6C/DrtmTkixh+9ZoZ5ELrZZ8AVYOCMBPb8YOYOYDP3gsCb4PQU68c5HA7s2rW7ReXUjFItQ1uNUuHaHc1TM0pFRmi/k2buBzkG+riZt+rMKWIMjdb+wzE/WQZVa115W4cePXohK6tzmDKE69d/upAVrl1+LUFdXR26deuGxx9/HF999RXefvtt9OjRAzfddBP+/ve/t9OdJ9ARGDFieEcXIYF2xgv/XNzRRUigHVFSUoKTJ09GPzCBsxa9evWCx5OQLWgOZ8LYCQDef/99TJs2DSkpKXj77bfx1VdfYeHChQHar4cOHcL06dPh9Xrx8ccf44033sCRI0cwZcoUVFZWxrNaQpBgTMUFRMsoUL8Gelp5+SkYjUZ4vZoLSLjJTfAklAe1gLOTNw4Cb4HAWyDLbsiKG6GTOzaiGk03iCmQZBe8/pqA/AJZWvR4SZHxj+NrMDw5Fz8b2QcAsKO0GhzHoU8fslr0/POLMXbsQEycOBhVVfX4/PMNePnlZRg0qAd4Dqj1RQ9JK8lNCJ0Eagg2IEWzpcoBx4m8GbMyabjm8kaiSVArlTJ5ai8jD55vnZ7F/D9OxWfPsVRlrcwda/ulAttsm+MjGqVaC2ro08C+E0CgHpQMRfGC5y2QZQ+IcUrPCbFP/qlWUKZ5GDiOQyfLMFS4diH0nYg1f9IGLKZucHmKIMkuADysViuysrJQUFAQJR/Kwmq5UUrLV8unNUapcEYtmifHNWd0Dc92a/Dkw27MbeY8Cs2tr9F1VNXaaG6VkRUiD46cGU+mWGwoLy+HKGp9ZnB/E9yvx+o2eu4ZshSZgyLH99m0NL/p06dj+vTpAWmXXHIJTp48iVdeeQUPPvhgHEuXQEeiRtUuTODcxZ13XYN7/7ol+oEJnJVIT0+H0+lEVVVVRxclgXbCoUOH0NgYKxHhp4kzYexUUlKCW2+9Fbfddhv+97//6ekzZswIOO6hhx6CyWTC8uXLkZxMmIqjR49G37598eyzz+Kpp55qe+EjIGGYigN4zqC6xngQOJkhDYa+rOzE0Qg6KfMhdCJPjjPwdvgCxIkVuDxFCM82IOiSMhUKgPL67/W0Budh5vrhGAoCRCENHCegZxLZf0DahRPOaqyYNRecpECRFFwzsDue3XwAt85fiH+99yh27zqGiy6agPLyGjz88BuQC4qwcPYQvPPdXhQ4G3Bpp/OxpTwTK5sIq+po/adBpY2FKaVA4C2qkUAOc1x4DFSGAQBKnPR+N0trAABenSqrgONE2C29IfBmDBOIHlj/FDqBH5xOdbJEQRUql6k4eo7NhB1v/YAcm4hMmTCyHO7j+v2xbpI/mMmHOUBI1ENE/mpAdapYCv1YngjImxgKulOi9+Twk22LQOulO4iLnmIYjP2KB1CAdGMvGIVk8JyIOfaBAIAME83H1pSmb/MuYoh0cJRqvI+hF5dJ5HmaGMFWizgBsuJDVdMeAH6Etmm1RlTh1kAquh+aQcDA2dDVOhk8Z4DMUaZOqZu4Mnj9tbrAqHbO4bqPQN8nLT0YpK2nGnoh20RW4Y+5SHuwGDtB4E3gOAGjhTkAAMngxYamVyHJbkiSxKwGkXyI22cuOAhw+aogy43gOBGKKozd4DwIra1+VrdPL0WqTNwLkp1UWLbBF8waa51RysKnw6+4YOBscMqsAZrk+Yvs3+l/7XKSdpeikLZ40r0Z+b6d4HkbAM29QIYJFgwwzAAn8xicQg0t++vJvZ1wUH8LgRMhcCKMQjLccnSjdKCRpzkX0PbHrFkzsX//AdTUVIcpQ3D/RNpdbdNuPX2NSLX2jjVpwSQ6njX5U0JmZiYqKio6uhgJxAhRyADH8aorf3g0NbHjn0j9eig0EW76rQCiubuEO6c5AWz2HABIl4lYd4olvEG+2kPc+vl6+t1sUsXNjzZRl/9jDfSaR30kKmu942Cz5YhYvlaIwAvqwhUrPOz0hq6Say5/AGC3dAUApHE0QEYG6DhHc6ETJNqPNoCMOd5/YS3MBrLdxLi1eXzl+rbmes4uHvolMj5xMWVrMtAyGa3jyDWZvpsP04bMik3fTjbT8pMxPWAyUFfAdBNx5bOBjpfcIm2jmtse63LokamLnNdHxj8Cszgo8KTdeHysJmtou472DM1GOm5k3QfdPiK0HjjmIu9CS9z3WLc/Wa17XqBudyaRqRNfpXpNJ0RRVBfmCdh3Bkwb0+6PdQP0+qmxQ1BlMSw8vY43Tos/kdwQNRiYe9Nc9ARGpkOTfQDC9xlse+DU9sim4SzXqrz22gV46aWXYz6eDbrj9tHFB5+/Lp7FSiAIr732GhwOBxYuXBjxGL/fj+XLl+Pmm2/WjVIA0L17d8yYMQOfffZZuxqmzu434QxBinWA3tEQBE5qkpOTkZubCzppJhNgjuNVt5pglg6dpPVInots61gEGqGa0/FRUNW0G5WN2xAo4hxu4kcNZZpRisUbxw5hclZnjMmgE+g+6cl444Gr8fF3ezF0yM9x4EA+nnn6Azz66CJ8v3EPXr5jLhZMGYRumUngwKGPrWuYe5OZX3NMKFpmiykPBiGFSWsb2AGXZpSKhhqvCx8UHkCdN3TCPf7qETBaIrFRWieoHg9wHE8YdoIFZjEdfLNuXG2DKFhgFJPVd8EAaigKd+9sWiCzp5f9QtgNXWAVM2FhfgJvhsCbwXEiOM6CUFfM5lzgqFG2p3UWbGIWbGIWOM4AjjNAFKwh7V/gjLCa8iDwZlRVVeDkyeNg3bms5u4QBTsEwQKeN4Pnk4OiyZ0ud05670NsV2KI7Ur4FAda2u5kSAG+/tr5PS1TWyHw3ZL71p6XgI5gSmn4/POlOHbsGCIbxrgwv5Yw/M4NKEr7/ACgoaEh4BfNNUCWZfj9flRWVuJ///sfVq5c2eyAK4GzD7169YTZHF+GbwJnFq779fkdXYQE2hF1dXVwOs/syIEJtA3//e8LCVe+KDgTxk7r169Heno6Dh06hBEjRkAURWRlZeE3v/kNGlQN6OPHj8PlcmHYsGEh5w8bNgzHjh2D2x3LwnPrkDBMxQECb0GabRgiTaj27NmDkhJNyC1Q/FlRFHVCHM71hgjKmcV0Jp2NahVuAiXDZsxBdvIEBLqfhDuHdfEJXeE7VF+HKVldQtKvnjkMj9wyG/PnTwEAGAwiln6+AQ6HGwZRgKIoOFXnQIpoQ6aRrjR5/HUIZEdEc8/TyseB4zgI+spMc5NebbIY+RhZ9qLBpbGT+JiMUgAxTB1uqgnrnnhgzTFIUiTXrmhlPvdAtK00Q13wvQe3v0AXVmMMEfqIYVcTe2cNrpEMG2xbir3b4zgeVlMeUlJS4Pf7wL4zwe2G503g+eSgHE7nc+dg4Mww8ckw86ktPrubcRQUxQ9JaoCka9HxsPNZ0U4NgNdfD7evCi0zMHWMMYrF//3f72CxWKIfCCAW4xRdde34eztb0K1bN6SkpOi/J554otnjb7/9dhgMBmRlZeGPf/wj/v3vf+O22247TaVN4HTgu+/WBLAtEjj38N1Xiah85zIGDhyIpKS2Rl5O4EzGvfcmFoQ6ErGOnUpKSuB0OnH11VdjwYIFWLVqFf785z/j7bffxty5c6EoCqqrCcMyPT095Pz09HQoioLa2vZzsU+48sUBM4wzYOBNWC7VA9Dc5ih69OgBq9WCTZsIJZuyKmRkiD2RZeiPg65vEEozV3Cklo3qFBxqPRjkuDrXEdQFRMRiJ+7hwMFq6qT/pUV5SzGYUOvyw+MWUbOfTuZdO07gJvSCBD9+MXE+lpUcR5mDxxC+E566m7C/XNV5UHgf/l5AIsIdrV2Clos6a4Y1GY26K2I0Nx86UVxZ/wwADivr2f2hk8hu4kh9W1bNz/tr6UB4bZlWN51wY+cekDxAo48a8jqZgV6DMlGy242cSkLzLtD3BpZVo5x3s4zV00zq9fc2LNHT6hyMW1/aReo5tH0YGNtKlYeUxSLSa41Poc8T9TMBALWgdPdSB2GMNTH3Ue3x6duCqg1kUCgLrBIn9W2NXt3bNFlP66NGJNrCRJsrqVuFyGBZgFTrSwC95iCB0uoH2HoAACRGoO/rpjdU+nt4t8FQcNhZ97r+l+a21ugq1NMOJm3Xt/sbpgMA9vuWQBSt4HkjeqcQV787u9CIQ6Uuet3va+oAALu9X+ppx+u/0bc7JRE3S0vjOD3NybVlNZEaSDY1/Beh/QWtr8+bvta3L7JcAACYqDcVK2qLrkO9rwACDChw/QCO41DAH9LPebtgoL69R1oNAKhrom6Kocy1swf//vd/AsQfoyOQqbq77jWEBpNgjVfnBmS0TnAzWp4AUFRUFEAdN5lMkU4BANx///349a9/jYqKCnzxxRe488474XA4cPfdd8e1fAm0D9JsvcFzIqqayPc2nFvRpEkTcfjwERw4cADse6S5kUWKYBXowhcbWnOOyETQtYEYttmouRVujtnW2PGUJV/rIfd0xEFdlnZL9LvZWhc+DS1x4dOgudCxrnThYBTpwqPGxm5CtZ7mVuiihlEJ/R7watrgYT3xw5HmDReSGvnObOyup2nuf40uOjZxe6krr8FK+g8rT6c6Zmac5Fb1WawydePK5nrT8tlI+dxh2qUPlJHgZ7bDLXz5/PT7LqluXjZTNi0nbwk5tzVR5kSBLqxYDHRSaTcRV0GvTN3uG5wnALQsqmPg+0nGeZpLHwB4GUa+9l54ZQ82bfoBbrcbBpFET2SlKkTGHc7lI26cTg91afR4Q12z2XrySY6Q/a1BtHqQGGkCbb5kYlwbWba5U40oJ8l0HuHyUHflBilfvWakqOpnHx5/vPlFpObg9f003O/PhLGTLMtwu914+OGHce+99wIgmp1GoxF/+MMfsHr1alitpD9sLgBWy4NjxY6za+ZwlmL37t3YtGkTQsOk8+hpPg8Fnh9AtZ8E5jh2QtMSFxcu6P/WId1oRpnbCY8UXpeh0NmI+/d+j/eLDqGHNQ2396TRB3mOQ5IxDwDg9teidZHGWDZVrPoz7DkyiLGP/TWnQdR6OKoc4Pj2e1HPLWjPSAF9Lq2buPO8ESaDNsCLxaWqddcZN240RowY2qpz2w6tnpore7ARqnUucQJnQLqxD1KM3WP68BCX2HDvV1tc8rT7ZV0RNYNX69tKNLRuxS+YOcW25+bYoAmEQ3JycsAvmmEqLy8PY8aMwdy5c/Hiiy/i1ltvxX333dfuUWMSOH347LPPVaNUAucqaqsSosnnMubPvwxZWS1jXidwdiHBmOpYxDp2ysjIAABccMEFAekXXUQIEDt37tSP0ZhTLGpqasBxHFJTU+NY+kAkGFNxQLKJg5HnYfUSK3oDAhlTaWlpuPbaBXjxxZfUFGoc2d70AZqfUJ8eMWC/RFcDvOoqUl9rF3xU8iOmpg7EyORB+v5vTxGWyWe1DQAmw2YCVld+iNWVx0EMa6yLVjTtn2hgjRix1gN7TqT90PfnKHTlqpQjKzX5yn49Lat6kr5tVEUPG/10wlnYpMBX70ddo4xTPGXehIOialt1l/P0tF5JZJWrGjR6YEn9Bn072UBWpnrZ6YqOVaTGwlofsZJbBFo33a10ldQnk1Wq7Y20nZ1Q79PpoStgEihjKoUjbZkVCjVxdGVYW5lzcnRAWecnq4ZN/uZXWUNBXEk5mCAINpQrlC3W2Z9Bt82ko2UZU0kSiRZX4StHbC6egYZJbZWXXXUvraPRFUuhbq+lOVV4yQr2qrK+epqZpyyxJq4JftkDTpFgEJMh8CY4PWX6/gZ3EQBgn5EKXza5I62OssaZaKwwts2HP0ZbkQSAgV1IG66jjx1+Rmy+RwoJBOBWKOVwff3zTG6h9Um322KUkiHAAAk+dDUOR7F3DzT3XA48eN6srl7Gt0987733W3lmc3pU5x4UhYMS51W/eOU3btw4vPTSSzhx4gQ6deoU/YQEOhQGzgqeE8Fz5Lsabgls1KhRyM7OxooVKwLSIzGlTjcURq/SpTJnKt2UuVLJkLCKVWHfo/JmPa2mcXe7lq89YRAp00gTCq/xHNfTbKY0erDUOeR8H0/OcXgdUZkvivptY5lA2vebPdftoeMPo0Keg91Iv89JBtrXSLJ6vo+ZxCmUBcZxJAhMjVCsp3kVwnJpkuh1/IzYtVYmltUjCJQhx6vXZHVOtfP9UuzsJVasW2PraM+ALQcAmPkUNY2y0Z06o6lt2k8sI8/PCNezeOutRQCoeLqs0EGHP8z0J0DgnhEI96rvD8tE8kunh3XECppr1/fztL4VpvcyGsi4lX3G0diH8QLP03E6y8hqTRCEWGEwGPDmm4vinu+5hjNh7DRs2DBs2RIaAVXzFuB5Hr1794bFYsHevXtDjtu7dy/69OnTrrqPieXcdgWZTNXW1uCNN94Msy8YwUyn5jRzmoM2mW2bKO9tPSbgqUFzMTg5dEARGex9UaHoQEZHSxkPkepBaeanncf++Aj5tB22VAusKbHq0/zUQdum0ZANs7ErzMYcCIKt+dPahGAmXXAbbK4tKRg1aiRGjBgR05XqvCdR5FoHj78G9c6DAW4GLQOrw6YNrKMJmre3QYStF/bdZn9tM0oBwFj7dRhqvRjF3t1g3eJSrAMhK15Er4eWXJP8+vTp1Yo8I/U3CXQE1qxZA57n0atXr44uSgJxws6dO7FmzZqOLkYC7YjOOekwm5tnRyZw9uI3v7lNZ2EkcO7Bbrdj9OjRHV2MBGLAlVdeCQAhCz1fffUVAGDChAkQRRGXXnopPv30UzQ2UvJBYWEh1qxZgyuuuKJdy5hgTLULwhmFNDeUYAMNF+bv1oJlArETrNblm2qwYHZWPwBAXZDAv0tywSPVg+cMqPMcY64XSQA8HuwpFq2ZmLbFONY8yo5WwueO/0rE2YzIK1mRBcTbF5pxSjOYEkMVWfFu3oi7c+f2sAECgiEpfpS5t6OTaQiMBj9k2Ycmdz4URY4quq4owW5qwYELBAS6ibUUbWvzje6TCK2n9jD0ckgVc5CidEGhsBP1UpmeLgpWWAyd4fQWo+39ZWA//d13q9WtWO8pmvH/3HTlU5T46yS0dNXv1ltvRXJyMsaNG4fs7GxUVVVh8eLF+Oijj/DnP/85wZY6h5Ceno558y7FokVvdXRREmgn7PzhCLxeX/QDEzgr8fbb78DpdOqMqQTOLZjNZhw6dCj6gT9xnAljpzlz5uDSSy/Fo48+ClmWMWHCBGzfvh2PPPIILrnkEkyeTHSDH3nkEYwdOxaXXHIJ7r33Xrjdbjz00EPIzMzEXXfdFdd7CEbCMBUHHGtyQuQk1DqPqSmaXhRdPc/L64GjRw+DnRAHiz+bxQxk2EegpO67VpZEpeJxBvCcAX6doqtNoCJPklhq7eYKQlOt9lAadomD0lS/aPoIkuyBw00p29o9RHZrCZ7ExSpWHba0ABRkmAYh3TwATlBXI5dEIwU4VEr3GPOlOOxahRp/PmSGIWEydIYo2DEqg1Kiq2uIoaTCQSmMJ5Th+vaAFMLqMTFVaRE59BmeA3ejG94NzdOizUbiVudh6LS1HlIvXoZ2KzIfcIOqXZVqIs+lxuvEMwXf4YpuPTGrS1fUegjt+cd6ythiXQ1nZpNr3dSD7s93kNWrJYXUjXG7vEvfdnOEGt9ZZtlydLtGFULPb6RubwUcEfcnQoaR3LxYcEgx99D/svKkvSUrdFLZhVlF7ZFE7mlfDUOPDiNK2jwCjVN+KVj/LDzMZhMsFitqa+tQrwrTf+F4KsyRpG0WuzYDLhM4joOiOAFQCq/L41T/L2bOCycazhrRgOj1GQn0/WtyHdPPfzT/DQCAj3EfYKn4FlNXppzBYt5s3vEEKevXdVrdBhrYqxp3ILB/bS1ofXdLmoUkWxqSc/zYuutL8JxRdR9oLn9yPscRjTMOHGbZ6CrSqqb34fZVMGU9d3Am0NEnTpyIN998E2+99Rbq6upgt9sxfPhwvPPOO7jxxhvjWrYE2g9NvjJwnAB/M/14TU0NNm3aHHF/JNeV1kCbOIcTYY8E1l2nmCOTM6fUVU9zcjSvQsf3AACfnwohdwS0++QYdy+ZcY/S3JYExl2MdZ3kODJOYu9dcydjhatrDEX6tlWVArAqNE8t0MmMOWNQuGQ7KivDu4KRMpOxF8d8p0UudGGLF2j+FtWVj3XfSzbSbW2xSGKCvJhlugDVVY0QLHA0OnWdakA7Kp7Q0055qfSD9pU2MdGFeabMXh9hIDjcJSFlb4kQuYlxadSkFQwM65yNpmsCqRM/R1eY2WfXOoTXng2Hm266EW+99TbcbvIu1DuivV/s94COAbT6aUk9xQusK5/DVUD+Z/czY3rt/WhNMIW2IlIf2C4ufKqYvUFMgUG0QhRSY3ax5jjqrmk20rbq85Pynymu2vHEmTB2AoCPPvoIjzzyCF555RU88sgjyMnJwR//+Ec8/PDD+jEDBgzA2rVrsXDhQlx11VUQRREzZ87Es88+2+4LfwnDVLshcJI7fPgwHD16FKQzZyfHmjFJBB/CHmlJg9MmWhy6p1wEjuNxovYLdR/r2hefFXyBN4FOeKO5sISbdLPliXafLJuMbmdZRoLjOIhMRBRBoZ2dxnAx8UkYYr0U+5xfoMqvGdP4gGg6bcWRjSci7IkzM8vdgF/sXIxyTxO+KS3C2jmXxXyuW/KB4ziY+PZ+7cMx41iWWvuIV8eOYOYU0LyrKODxuOH3xzoQI/kQo5R2TjQDRTjR8ljLGUt5gplioXkQH/NwRh/WKNWeDKBwg9HgvjKW/iYaAtunRcxEly7ZMKZ6kW4bgRrHbjTfN9HzzYYuej9j4elEJMUyAABU41QC8cYvfvEL/OIXv+joYiRwmjBs2FAcOXIk+oEJnJVY8vY6VDojG6USOLuxZs1auN2n30iTwOlBjx55KCkpi35gAmcELBYLnnzySTz55JPNHjd69GisWtVcZPX2wbnnZ3DGIHDyXVpaBqPRwKRoEysyWTQIKfD661HesAmtMyDRiVw0l6F4gIgQxmOSGA3aJJD9HyD3GW5yHcl4wEPgDBH2tR09x3RDn4k9wuyJbxTAFacOo97vwdo5l8EsCLh355aoIe5L3NV4rXAFLv7hRczd8j88cPALbKrdB5kJbxsvyLIH4Y1SrGEB6HgWCatbFskoRcuckpIKu90etD8Y4dxx/aD6UNE00cKVI1o5Y0XzGluKokCW6xH8nvkC3vPT8bkIpwsH0HuPr1FKy6emqh6F+aUQBSvSbSPU/ZG0yOj5kdw7OY5TjVPto2nXkZDb6ZdAApFQV1cf/aAEzlrMvXIC8vJyO7oYCbQThg3rqIjGCZwOHD16AlVVCcNyNCTGTrEhwZiKA9Y1/AeBkyVthZ9i69bNkOVggxONopWbNFlPpUynSGhe/LjCzYZWjuSCE5QjY6RY0bgIALCsjqWE0v2EKtoSo1QwYyOYaRWxVPp1M22jUO3cw0TA4XCofikAIDtpDByeQji9p6BABs+ZIQg2uL0k0tl33ucQWA8kX4f7BAAOL5R/pF+xwRnsJ81hbdNr+l/28tsBANO7UCPXiDQJOJ4PcBy6KwMBAMX4Vt/P80l61CHCNAMEph0kGch2d+8IPS0liQ7SMsykjoyChJ31xRid2gWjuiXhH+eNxY2r1+Pi7F2Y27k3Gv10kmwVZMiKgreK12Jx2RZ0Mptx91VjYRIFfP7DUfz3+Gfwjt6POV2u1Q18pwr7MTVP6r2LidLiU/2U0ecyEPfG4176MXJ7SxCZGQcYxWxwnIjzrNfp5wxJoSyTNJXs5mNenV52+kemkVCpj9TT+2xUKdWtQ6T2xxofzOA4DuNHzseRI/kwyE5UNvygHtO80UFRXKBG5uj6VC0vZ2vyoe+hy1PE7GOfm7a/ELEZpYL7o7aWNdL9RjOMRTN6ss9V1PMbwvXFqEn9kF9YiZPV5YAA/GgHahy7Gbc+Ddr5VnAchz93+5m+54beNOrOa0dmAgBW8L0gKV4cqG9txL8EEjh30eA8jFj6i4aGyK4/8VyIU1rh3sSeU9bwAwCgVPmeOYB+w9rDnSYaNJeZgKhiEnEnE4UUPU0JcMvTosTRc1hoLkqsO1o496pTDdv1bSGFjJmyud56Gq+QZ7di8Q+okB0wGVLgYIg1rLsPFybanYFTXfVMdLykmKjbXQpHxi921pWPWZ80qjIJBoZFLjOfsyT1WCbgMWq95FsuNfTU0xwGGlbdr9aNiWNc+UQqi8FZyPm1jqP0nChuS5q7aqZ9sJ6WKdAAD2aFuPAJCh1nWGQ6XvOp7a6Jo+WU/C2VQWgpSKWJYhoaGiSIYnrEqH2h6GhWffOI9h53hAtfR8BqIi5d1127AIs/+hKQmuDw0Pcz/PMmbTTNTiO9ixyV7PAbiQeM20tkWRRFhsubH+eSJ3AmI8GYiguC9ZM4kJePRqoaPnwk+vUbiPCMCOisF6L11FynrF0r+BeNwRHN1S42EANWcBSqWMBObmNlYNDJstmQiQzrCLYk+pbHXwOPvw5p1sHgeRt8Ul2AXkLg9bWflj/NR5I0Q0K0eg1Fev/OyD2vT5g9nG6UaisqPQ7sqC3FuDQyCJvXIw+Xdu+Gh/evx+bq4oBjJUXGP058gU/KtuDRsSNx4Nr5eOTaybj/qonY+szNePGSCXhlxxHsbTwa7lItBnUD0xBsz+cD9CziCXLteA1kghkxpH273R7Ikgy/5EIoK0pDIAvyzGGHsQhmToVzE2zJexquP+qIQSVbjkjXZ5lpgfe0a9VRFByi2igac4pGAAxuy2fSMz290HQS4v1LIIFI6N49D8nJyR1djATaCTPmjkS/fj06uhgJtBMcDkf0gxI4a7HojU/Q0NA2fb+fAhJjp9iQYEzFBZEMNDTt2LHj8HrDrT6RCdXJumWgk9poTA4OnLpS1NtMmFZezgOzkAqLkIGDjhVB5zVXPpInYbtEbuDnpdxJSqDIOOj8EnX+/FZMP9lJbiwvE9UmKq5bhWDDh7ZCV+P4EQCHyiZtdU6B11+BwPtmrxfIHKEsqWC3O1I3klSvpy2tJT65HHevntuoDCPKDtbCWOBABV8aUnYisK0aOHzk/kUjnRinqGKcfX2ZeppRoOJy49NJu3mlZCPsBhG3Dc2DaCO1/9/Z43DD8o24adsXuLXvMdzUqz8O19fh09JjWF9TgkUzp+C66WRlTSmj7hAXp3cDsAU854VVIPfd1UhX+Kq9ZMVHYCbgwzPoUuMkkeR5sI6uGi5t+AKy4kOTlzJHLIYMGMU0CLwR43nSVlm22aAkykbJNJNr+mRaN5JCtxt9pLtyS7RMsuxAoMEhXiBGmj6plwAAZve9CNsKDqMMJ7AVpL1FZvUEG4TPNGjtP9CgJ/Jm+GU3Yn9PWU0q8myMoh1efx2SzD3R6M6Pe8mjl4MDzxlUA38490xyDMe49ZZJDZj/y/Pw+dK1qK8lA2i3rw4AYLf0QZOLMMsyrP1gMWSB5wzoL5PVvhwL7ZPWl1EBz4JGsqJqVezwK+FZBwkkkEBsWLt2XcTJbUuEylnmqtXUNWSvy3sqJC0aWHZEOK/6JGtfZj/pL5pcwYFj2g9K2P6HFLStAsPRRKjZuimpWwMAkFJooB2TygRau3kTKpqOweNrCjqfll2WtTEJI1QOVVCdYX6lyFQUvIeNsIayzPTBpBkY9r/6jWBZUjzz2TDxaj0x+82Cynjy0AXHTh46DmrgKwEANiVVT8uS6XhO5Mi3ozJpuJ52wr8FAOBw07GTUaTjsQwzaUNdFMo2ywI11GplEpjCsxIP9X5S56UM26y92XtmYxe1TCYMHjgMu3ccawFj6uwAx4jvt44lRZ8Xz9PgRKdb3J1lJobvL1jQPlQT0P/Tn36FZ556Uc2Avl+cOi4URNpWLUYSeMnMBHjiQd9pWSJt1WRIUcsjwZUYQv2kkDBMxQXRJ6C5ubno168vPv98KYInhKwRg/4dDMrk4PkkXdukk5GI7Dq5aNbqcNcM52IXjMB74zgefawX4JhzJWr9J9ByDZWWHBsseqylRcuTNfA1V45gYWkt/0DDVGheoflaU61I654OHGGPiS44HSsafE58WnACfxw0DBkmM6AOKjpZzVh2wWy8dOAQHtmxE68cPQgAyLFa8dbMKZjXIy9sflUuQpdNEm1h97cGZgMxrLklOoGwGLMjHd5mUKZUdLe60PavITbj0f4t+fC6Yx3InakGqWCQ+ki1DgbPGVDr3I/Y2yrLLDPq7hVJ5t5odJ9Ao+om2/Z6iIUNR/ZbjLkAJ6guii175z5/cxPqudCJL88bwavutzZjQgMFIJO4eIc8lqM94gR+0hg3bhxKSkqwe/fuji5KAu2AHr1yIFTWorExwbo4F7FmzaaOLkIC7Yhnn36po4twViAxdooNCVe+04QDBw4wRinW2BIsmNxcJCiyP5LgbvMIviarucS67gT/QqXVeE5AH+sFQfm2F9j6CBZA1hDJsBetXNq9R6r7SHUTCnejG+56V1Bq8Pmtw56GfNx18HUYeB439Oobsp/nONw+eCA2XDAfH0+dg/2XLsCh666IaJQCAL8sqyU8Gwwo4dEk1yA2ZlKkd441PDaPWdeOAs+fvXXVHAxCMkTBCrOY0YKz2P6IfkY4jkOSuRdMYhra3i+Ee17hfqQcgmCFwJtgMXVT04L7puB+guKmP57fxrImkEAC7YUvv/wyYZQ6h1FxqgauRNS2cxY33nhFRxchgXbEXX++raOLkMA5hARj6jTBZrPh8ssvw3vvvYNUIRtTk2+EibdiacOr8PoqAUiIbYWfQ69kOomakkomk2XOVD2tXKX7nqrXaOkyAAEcZwHHcbCZuqDJdRxKwDVZYxeZsAu8Gem2ERB4E+ZmU3q0VSQTu4rSi1Hp2AGnT7tOe03cY7Wfsga+lmhfRWNWsVHViBHj8xoaZnOrPBVJHht6pOTgaO2noBPfUAbcQPvFAIBUkVJn3RI5rpOFPoPJnQiddU3Vbjx0ZDmm5WXjzfuvQ48sld7aSAdxJjc5dkzX7hijJWam0VuoqQMAHN90BBk2E5LNRuRZksFzHHwoRS87YTpNzqLU8VIXYVLlWOgkfmYXQlEvczei0VSKcZ2yUFlBjRmDyiYBAE65z9PTWKFRVeMdXS2Uyt/JQu6jwefG4oodONxQi2OOGnQyW3BL34EYY+8NXnUn9NWT8iUZCINF4mJ51uSZcZwRRrETOI7HcMtl+t6tDa+o1OXgwAQERQ5Csb/zSfI/iTp4LkBr9woqG7eoaa1xP+QwJvkX+l8XZmaB4zgoioJ/lX0IAGh0tkbHjDU8GXVjvKjSv5Ms1A1nGD8dAGBmXDy+9b8MSaoDZS3S+wVkVZie3Ode79f493t7UOAs1M93+6hIbLZ9BFz+Ssyx9kWSSN6/bWqUsGVFtM14mYig1RzZb4IJ/Fls/A2H9tA1OBd1EhKIH4YMGYLevXvhyy836mmSRNg10V1PKEwG6lJlN3UGoOl6EvhUtq/PzxpJ6HdZEGzqtZt3HxRFOl6yMNuaEd/rb9TTvL6KWIt/TqC8nj5DszEHAGDydIXPXwmH+2TE85Is3QEAFo6ObewK6Y9TFDp26WunLPBBqeT/PGbMkWqk7cUqkj7bKNC+m+PomMcvkedV76XjNVF13/LKtF2IjTn6dr2XsMRtjFxDlpkea1I3HX4aWKa3Yx4AoFqgi5sys4BiUEXNkwRajhQj45Yqqi6JoHAz/odNfrJfhAktBc/TcpqZ98fp0XRNw0fC9vio295fH/1Li697NqCtIueauyOAgAU+t9ev5t9WHzbG20Xtx3iBfZ4Z6nVoy3F5aECD8O6e9Hk7PacgCAJee/0VOD1kHqjItE4Egbjaijx1eZRlkqeTcevkGf1ZSR1ja4GiOkaztH2QGDvFhgRjKi6QQV5WCZFeIoejCe+99y4A6EYpAOA5A4x6Z99+7CPNKAUAgmCB3aL5qrNl136kk9KMUpHz5NHJNhpWQ3a7lj12RGKhtUWUWTNG0XoJB1mWkd05g7kWe2zr6mVr3WG8WLAcvx7ZF19ff75ulGotbnpnDQb8/WPMe2Ul/rN/P7rZrFhTdQQ13ujClD7Zj3cKf8T8LR9i1sa3cPnqb9F/ycf4y4Fvsae+POr50bCs/ACeP7ILRc5GDE/LQI3Hjes2rMLcjR+j3hfNGBSuDQe2Zc0oFQyOM6n+9eHZgRoW3vs7AIAS9hi2jTTfD4SH0opz4gHNKM2+L63/JLilOiyt+Ayrqr7Bvqa9bSwbddFsDUOU40QIQioC31v2/gL7g8lTxoYvheJDresA3N4KLD71NlbXfNnispxrIHT0+P8SSCAS9u3bh2+++Tb6gQmclRAEAZmZmdEPTOCsxAMP3NPRRUignWCxWDBu3OiOLsZZgcTYKTYkGFNxA12Nb94dj9eNUhp4zsCc3x7l4kKiSAmCBVQAOfx5zRml9KNU41RB3ZeIh5ZSyxFsUAgWMGcnoKT+Yy9fOCNXeHjcXny3djlzLMs8ad7oEQ5V3nr8L/8LjEsdgP9cMFpnDUWDw+2FxychnWVMAWh0elDr9ODbOy7GqUYXPllzHNO6dMGS44W4fNsrOC+9F/pbx6C/rSdMQuBz39d4BEvKv0atrw7nZ/XCrT1GY3Q3ESuKi/HBsXwsKz+I2Z36YEzyRcg0tsQdjOKGriNxbc+u6GyxwWLxQVEU3L1jMxYXnIhoKkkS0hGriH5zIcU5zhRmZSqQQfXsM/+DLHvhCxHvZJ9t8PNuqVZTR7w/rAh6641SLqkGx5wrMSl1FGyiHauqvoGHN8MoprYyx9awtwLBcSJ43gZZZnVLQrXfDAYDjh3NDy2BokBR3DCLebCZumKefRTW1KxAra8aiU9nAgmcPtjtdlx77QIsWvRZRxclgXZAdVUNqqrPLWHsBCiefPIfHV2EBNoJFosZBw4cin5gAgnEiMToOg7omXopeM6ActePcHlL1OghkSd5P0jb9e0UlZ5MouLFZpg6VveVvr1GjfZRrUeDA+pdBQCANPtwPa2fQN2r+pgItbxEoC6BfW2UCi2r0TzWuH/U096vpFFkDAoxXMgMzbN7qubWV47WTa5jufdwUbZkAAZwnBGKojF/gnWhRBA6vgctMxiQn83cAyaV8lrbRDpglsJb4zwGQeDQKcsAgU8Fxwl6tAoASLF0g8tbgWRLb4wxk+fdyULbh8byzrMSA4VflvBW+UdIMfF4f9YIGK8mbA65Zw9aE/X1+raUlITPl2/Bs48swdatB/GHP1yNZ666JOBuvvpkLWSLCQOvn4khAo/zLyZ03X/sL8K7W4/i7R+O4JUi4nrVI8WOHlY7Grw+VJxyodjhxPSczvj3z67AoC7E4MV3y8BUDMXfahrw7qbDeOjTH/Ddif9icEYqBtkz0dOWBJ7j4AGPUemdMCGzMw6Xkzp0+mm3Y2No9RarESLnVyMbcbi93xAMNvcGpGQ0SkCZi9CBXX5qCDIbiUuX109dK+xmKlLdyUSCA8y0DNPT+iTTZy9xNwAAttdp4o2BhgvyXgLXXXcdPvjgPfUYlmmklUWA1qZSbP3R4DwMRfEjurGHnJ9mG4YG11FIsgunzzgVyYjKIno5DnpXwS81QuJkFCuZgA9Is45HYeMqeH1VCF8HsRvh0+yD9O0ssR8AYE7SAD2tXxLJa0c1zdPsIe3U5+fhkYMFdQOfcZPrGBzuJDg9BUHHEaN2neso6lxH8GrTj/D7q3HUU6S68nBIsQ3Uj84z6I60cHB1AAAvnAH95LmABB09gXjBYswDx/G666wc8q4SNDU1YePG7wPSBHWBzy/F7u7i8VXq20418IfEuGdLajQsUUjV08zMYovAE1cqjqP6jSaBHTuRd73JU6anNTKuMRxC2Z/atdoaIa91YMsTziUr2v7mwbo0+v3amIXm41PdMVPTO2Hw4Gn4/PNlYKN6GQysSyR5DlaFRvNKVoirUK6ZLvb2SqJ9SXcrebY5Fuoil51C21hyBhnHGVPpNXkDPV/2kG+Ku5rWQ49aEj1tQBO9ZkUadVWq9ZLxjY/5xJl5+g3Q3Ae9TPThimRyToWbtqUqN83AobrlSUykPQOjeWkWyDYbPdAf5rMrMNHPtHYnMa5X7EKS2Ui+oRnGPnoax3zLK1S3wkiu+uwY+a677sFTTz0d9riA8qmu+i2JtKm5Gp7uSHbxgNdfp28LDGGh7S58ap5M32RUI+NZjJSZKHJkLudXaB/IyhgoEfpjDZLUAEWxADCG7bu1Ps0vNbJnqWVjokoaaB+ruRX64Az4+1xAYuwUGxKGqTiC4wRYjLlwuI+jpQwZimjsnDOTt9c25lSsbnbhIuZxjJuiTTVOsXXPgWjUcKrBIxbjVCBTymSIzgKSJAWFRYXgQPUNFEWConhR7zwMu7lnzC5JK6s2YXt1FZbOvACpxsisNUVRsHL9Xjz872XYvvMopk0bgddeX4jx4weFHCtJMlLsFky87imcN6o37r1gODqn25FuM+P/ZgzF/80Yij3bSrG9vAr7q+pwosKBPJsdWbYuGNMpAxfldYWtizUkX4Hn8bPJA3HNuL5Y9MEubD9VhZ3lNfimtBAKAK8sweH34/3z5iAHzdfjpsoyPLz3B4xIy8DFXbvjwpw8mLO7NXtO+yCYVYMoRqnAtiTwZiRb+6PesR+x9QM8RMGKVOsgVDftwOlhTkUKfhBc3liiHZK2yGq1ECF1NqomF3RORw826DP2+TxwOoMDF7DHkf8VxQeAgyxr7oEJT/gEEjhdGDx4EI4d+2npMf1UcPJkAU6ebI0WYQJnAz766OOOLkIC7YS8vDzU1tZ2dDESOIeQMEzFAb/OGgyzYIZLIgylnVVu1PhLASg4KdOVs66D7CgraUQto8mTbugJAKg3doXPX6Wu2IUzToUX7t1W/3KYEhEDiCbuCQAnFMrSKvESS/VonuqqXJNHJ2Y2kazuHN/bW09bW/+vyBUAICt5fFA5YwWZuHY3jUW2oS/MPDXeHJeL9O1673E0eYsDzuM4E3g+CRck3aKn7pQ3wq+unNS6ToKDCJFxTfP66yDLjeAgqOLv4VhY5JdtHYdkU3dcYB+s7z0mzAYAlIOuKuRAXYEYchzrftgIA29HnUdjmPGQFaDRVYBGVwE288TQMkqi0fWGZ5B7HpTcBI/sx9qDW/DzkX0wa2ImuU9VvFzJolpQn2w7ib/97W3s23sCY8YMwJo1z2PyFMoKCsaCBTOxYMFM1NY24o9//A++ka244YJZtDZlGYNv5TBEdRnkXKQOuWOUKQeZGhPkLmrbspLVQzOA2weSVWR55wn9OPdhJ8Z8uBwrqo/hN5mkfPU+2u3Uu+lK44TU7nh3XCd8V16C/x08hGM1XkxLpUw/l0TKlsyIig61XAoA6MUYD4el0/yTDKQtdjHTFUszT++jqyreTt8ODYF6S+effz5WrVqFYJddkyELPG9Cd+skeh8mwuqxpF2ManWFvsxJr6+o78cBeS9EIQk8J8CtrizZzL3g8hQTo2YMLqStA3nneM4MWXGDioNrxhZSf2liV9T58yOUg9ZDk+uYnu+R2o9B640VHA88h+cMsJt7geMEjGaYRt87iY4MzwngeTM4jsc49Z0DALdMjF/Vbrrqnq/2GQNSaRlzPCMBAPWe4zilB2cIBnnGJpMJ5eXBOmmh7o2SRFb8FYWu/kVazTvl2gcAqpjvmbmY0FrI4CDHuV3GO78Ezg50t06AwBnhAmFINPgpu6jRTVngkuyG06moLFQCQRXU5WT6DYkuRkz7jSbX8YhHcQL9hrh9dNIlcIQlkmSmYtd2Pkvf9oMwD5xclZ7WnKA3ECgu3RqYDORbbBDpohgrri7LhH3BMrI4tY+3mCi7mGWOaUwOjhElZlkczTE6rKbu+naqhW5L6sKFT6ZjTQNPxg9dcjph/JT+eP/dz9HkosxVL8Nwc/hSAAA2E/3WcwrxGEgz0X461UD75DQDuWanJDp2yuhGmTWmfuT6fE4qvYEkC90WybfF7GbE0x2kjXWvpXlK5XQ86Cok16+vovm4vbQeBZ58D1xeyl5Kd5I2YGHkMxSGrSapVcZ89iCEWRdhAwezPaqBJwcny1TiISdpHADAztH6zJRpWzapbURQ6IUaFfrsHAZyz42IblCcNGki8vPzaTmZNm81UQFwm5Fcn/2usu1FC07AvpNan8Dm2d7sKe39CRQHpzUuiqSe/SHSD4FgyxlrmVk2p0G069tuL+lz2HfWYqRi9RrbkwWvBowRmIVCg0DzDGWbh+LEiRPweqMxvELZluwzDux7yLeAMrDOnfFTYuwUGxKGqXaAwInoZCCT9ApmMs9DgSyHp6hyHAeDmAnoxqlgpkKoNkooCwFon4ksEMpwaK3+C6vZRLcHmGeSiIHMgLCMoRib1I6+yasZqzjwfFKodhZv0rWxeK4YweA5I8AnQZa1gVu4eqRGqZZA2puHNPMANHoLVEFtgeSvxB7J7ZuKg6jzOfF/4wdGPOaJ/yzFX57+GHPmjMW/nvsdpk4bHlIPLBRF0fenpSXh6qtm4KGHX8cNN9AJ/9o1u3DNNQ9jyJBeGD26P2ZMGoi5F45tcwfBcRzm9uiKtw8dxy0ZMoRmtJ5kRUEnkxVXdh2AQcmZeOjAeoy0jUKywRLxnPhDa5OBOHz4ELOP7NeMUpFgFWywqlGc/D46sNWi7RilopBzOE6ExdRVNU55EX/mFGUwWUzd4PFVwC/Vg96zUW8r/awX4YhzBWr9J8KUg+2PNANOcP+EoOMpUyrFOgiiQJ5rlrGHfpTgVicKfLw/TZGMfBymTJmK2tpaVFVVhdnPns8aqmIdLJ07g6oEEuhI1NXWdXQREmgnlJVW4v13D3Z0MRJoB4iiiBMnmjfOJnD24vLLL8PSpcvQ2NgY/eAEEogBCV+E0wibzYIePehKm6LI8ElOeKR6KIpEjVMAwru6RIoqpU34gqPBxQf57i0InJRr1wucdBGrd3MTMfY81gAQKs4eDI7jkGUdw6ZEPScSeM4Intd8r4PrkUxgW2qUAoDr754Di5iBLOsocBwJcd/SMm6oOY6RKd3QLyM57H5FUfDEf5bi9jvmY/mXT2Ha9BFRr/Hyy8vw2mvLIUkSfD4/Nmz4Eakp9oBjevTsgnvuuR65uZn44ovvMf/av2HE+Dvw8Tc7Icutb1OKouBkQxMkWYk6Rd9TX4mbt36Fv+xfh4+LD0Lk+NNslAJC2yf5VVScQmCb5Zs1SrUFmnGKIN6GjcB3ThTYdsAHtCWeE9DPelEz5dD6I7b9aWLqbCTM4PbJ60ap9oZR1zEIb3AEgNWrV2PXrl1BqZrhPTiiZ+zvs89fh3D95NkORWmfXwIJNIfc3Bykp6dFPzCBsw4pKXbccuv1HV2MBNoJrR2rJ3Dm4803F6G6ujr6gQkkxk4xIsGYigNSDQosgoyuFln9m1Yrf6qnvn3keBEkP+CXXVAUBV5/DRr8h8BxvGrUEcFFnfgEM6fCucr4APCoatzZbE7FWK1v+w7RcK4GjlDj19Y/iea1aChzq6JhCyJp7gSeo+WjUTvJBHCHvBYA0E8Zr5+Rjmx9m3VF1M7TKOr5HGWeNHmpS46s0s0VxrCSYadMpJqmg/BJ1QjH8PCBsrVsIr2XzmZijEiXKP1Yo5Ef/PRHpKpi9ArD9mLpvodqia+9lHaFnpbjHgIASDJ6UeiqwrTMnuCTKM1bOUbuictMR02dA06XB9OisKRYdO6cjvfe/RYvvbQUNqsZw0f0wV8e+jn8fgk8z4HnefTqlYN7FtKB4bZth/DIX9/EdQsX4elRffH887/HpKHUWKdY7XA63Vjy2Qb069eN6FqZSN1Ip+i9v7ChAp8dL8Q/h85BkYOwh9yM6KdHotuD7F3w576T8NihTRiX1hUvjTgPHMM2y7YSqnMvO3XdGNNI6jvHTBlJ/dMp86XRTcpUybgM1jAUep/MUrE1JlQORIHQwvuYpwIARl2WisUfLwcA+FVe/STzNfqZw5KpgWdaJ9LuRuYQVxSR57GzhLblL0oIpdropNRziSf32V2kYXd/dFOXyPiBFf0+ikCjCRfgorHL9RmzL9LXL5hFpV1DYbZD22mjm7rsbBX26NuiQJ6T1UAp6LUKpZNX8oQFecxLae+dvb0AAJOS6TvpVYUzBdEGs7EL3F7qUh1cnp///Gf4+uuVKCsrQyDYiIXhGaINzsP69kEPdRn0SzXMeQkkkEA4WBQrBBghakNRdkRKu2w0ukux6fudqK+v111ANNFmpQWM5FgRSXxZ+1p4fHSc4bNRVyOtbNHc91i01e1Iqwcjxwod023W7SkYbLRaiXXPU92jFGahU2AWMSRJEyYOdZ1UGLcdkXmIFp4YFRU+dKFLauLw5bINMAg2VcuP5qZBE9k2CNRlMZfvASDQhc3HiAH7VDc0nqf5iGn0nvne5Lus9KZalkpnKoGhJKeElDUc+FP025F0mLiI2vbTcakvn7JJfHXkf2c9M8ZTi1fLuPyJYTRJA93z6F/GMPKl7P4kAxlzdJHovTl82epx9ByjQM/RytTgpc/L62VcaTlafj2NEbTWxLaNZhlZWV0hCMn6+8GOwzsJVFw9RSZi92wUapdI21iFSN6rSj/jRqnmeTpd+ZSwAU1oG5Ok6C5wrQUbWIl1h9Ncm7WxKwDwjFufz0/qxC3T/sCruv+ybn7sOx+LsPx9992Lxx57vGU3gcBAFx5v+PlSAj9NJBhTpxGZnVIw40Iy8fRLTZAkJ5Kt/ZFsHQDyydFeSM0tJhxYA4/2t3YOq+kiRfnFwoIJZ5RC0N9yUH7NGaUAwKD6ZwvMvo4x+fK8GQZB869vexmGzOoXkqaEfRbhr+WXZRS7GpBrDs+WAoCiU+SjkpvbKWTf/v0n8eKLn2PRohX45JO1KCoiQrGXXz4FH370MP7znz+gf/88bNiwBxfMuQsW8/kwGWchI/0S3HD9o/jqy83w+8mgcuzYAVj+5VNYs/bf4DgOU6fciX+9sFS/VnFxJVJSL8Yvf/Ekbr/9n2HLWuFw49GD63Bpl364qHPfsMcAgE/WotRI6J+UgacGz8b31YXwqx/dRp8by8sP4B9Hv8fHxfuwq74QDn/oZERRFOxvLMJfD6zH0tIjUFq1lMAHfNg1bNu6u0W5FLmqMHblhxj/zUcodLSc4uyXI4lxtxXBBmYgUn+jKH74/OxKWOS2G/4akdyNTy8MYgrMxi4IZWoSLFr0VhijlAaWFRabkUmWXQg0Zp1bxilZ4drll0ACzWHkyKEYNWp4RxcjgXaAIPCYNXtiRxcjgXaA2+3G7t37OroYCbQTHn/8iY4uwlmDxNgpNiQYU3HAR0VOiJyEZFVkW+CoxfekRMUbD+z9Chv2Am5vKfRQ5I796l5ivFFAIj+FB2uUUmAQU+Hz16Plkx/WHY9MSL+qCw7lGskopUFLV4LSopXDr57BGsYUVDZsBcDBkkqp+n2VIfq2xx+6gqmtyLhBLe9NDBMj3Kpnk4eudHayEVHz4rpvEcxuKKj9Rt/+QaYGpxRtVYJZjSp0kOdt3FmMfGWnekd+BBrkNBjA81YIzKvnUmP8nnIlYWBSLj4sPog7t/SEqApW2tLI/dmyi5FRT+6puqo+IFdFUXDzzY9hz4+Bgq4jR/VF//55WL1qByor65CZmYILLhyH3/72MpjNRkiSjNKSKiz+ZC0uu+x+TJgwGO9/8BC6dSMilJMnD8WmTf/Dn/70Ah7827uYM28qBg7sjgyZw1VXTMEnn27ApJF9wNVUA6WkrbvVKv7iaAmckg93dp+BJo8R6UZSTyaB1kmm1YUvy49iU3UhlpUdxpwu3TE4qRNOOmvwdeV+bKgpwLpTZfDJMvLS7CgpdkCSFYgCj0l9umBq5wxIioKdjR5sLKrA/qo6dLZZ8H7Rfqz3HMZfe0xDJ5MVRxroCvK+ekbYVl3x7W4/HxwnwCp2Qp7SVd+fayHv9PnXLcBXL5Bw5T61+CMz6DLlkGS64tM1uRJ3HVwCm0lAo8+Hx45twpO9KGPKV0RWBYvq1zPPj5xfiW0IbDft8dFh393I76zGCuC5ZMhKQ9A5LYXW5wjgODN62CaHPaqXkYjd2xV72P1ehazcnWr6UU8r9q8FABxw0edmZUK8X5m8AADwSd3baHKfhNmQqYZEJvdx770L8cQTT7bgXgIF8LV8iLgw228Gi78nkEACLIrkfeA5UWfusOxmt59+43xSA1asXN5mJgTHtUQoPTbUOzpWG0kTNff56YKKycAwfcIEaODUcUyAADHD8tBZC0zXpTHUAcCgjr28vtA6dHnoGMzFCFtzqlq3AMq00fpzrw/Ys3cXXN4qROovOVV4nmfGo5peo1ui5zj89PtU5SHX6uqh1+QMzKJWCmGMKFlU9DtWlhQLJZvep6RuC0nUPdxopeMyPp+M4TieMsOcTlK3dgdlm2mBWwAgzUTuySczLClmWG5WhyIs+8kq0PNtosoGZ5hjnFp3EjOxbZLodrUn9JpgSHUmjnyjOyXTIEomPjlkf0bnJJw3dRg++3itvi9ToaL7WQod8ycbyXNiZxzVXvrOVvNkv4cRxQ8nrN3RoMxzlsrW1nKSvKwmOpZkGVHaOy+wAvqsiLwqHK8FNgAAjxoYhueptAIrnm4UU9VzaVrwvKrl46dQJFhSCbBIGKZOIwwGA373f7/C4088pKa01JhEOhmLqRtk2aN2KsF5xGIcYpkDLPsqeH8ko1RLrqUdx7ofamBdZbTj4gPClgke4LSvZTkpjdXNCTYukPrkuOa1dW7Lm4X/2/8W3jt5BD/rPSBkf7fMJCRZjNi/Px9zL6YrjNu3H8aeH49j2bInMHvOWNTWNmL16h34Ytn3OHy4ED//+UW45NJJGD9+IAQhlPd9/wM3YeOGPfjZzx7H2DG34O23H8CcC0jUFkEQ8Nhjt2D1qu2YOOE3eObZ23HLzy/AB+89iA+bETxcXVKKAfZspBubjzp0rKkGn5YeQorBiPUVJfiqNB8A8PcDWzC+UxYeHTEGl3TNw8Dz0+D1Szju8WLdoRKs3FOAF7cehsUgIN1swsDMFDw1czRm9emCL44U4c4VP+CC/E/x7fQrm70+ANgMnZvdv/KVLVHzAEi7+8v+dShzN2LjNRdiX3Udbv5mIy5OzseUzB4Rzwlsq82xD+OFaO+uViYegmABJwOSHrghFuOUErStndM+ulyxwGwg+n1N7pOg5efw3nvvtzCn4P6MZaCdu0wpDUo7RJZRztG6SiB+6NevD4YM6YtPPlnS0UVJoB2Qlpba0UVIoB1QUV6DLz7d0NHFSKAdwHEc3nnn3Y4uxlmDxNgpNiQMU6cRPp8PL7/0NpPSmpV0DqJghcJbiDug7EDLJ0DB7jXhyhHNKNVSsJM5IHDSHd7FprVQFEVdDQ1eKQzjiB9HmK1sONZg3S8yUY2mC9XP3gXnZw7BU/t3Yn5eLyQbAkO8chyHgV0zcOhwYUD6urW7IIoCZswcBVEU0KlTKq69dhauvXZWTGXnOA5Tpg7Htu2v4PrrHsUVVzyIsvLPkZREjEp2uwWbt7yEu+/+H27/7T/Rr1dnTJvavFvFsYZGlHlceCV/M0andkNnYw8Yg6Ktba0pwduFP2JKRh6eGzMRGyvLwMsiLIKISZm5yE4LfIZGUcCgzAwMys3Ab2cNg3SCuDbKLnocx3G4rH8eRnXJwOAXluL1E/twXlJPtBa8wGPObROx/L8box5b6qnFsrKjeHzIdPRPS0G/1GQ8kZ6Cz8sOhjVMEaOUD6FttT2NUrEgkE1FmAaNiO0dDccUjK39tzcCjVMEU6dOwbvvvtfCnCIZ289toxSAdhHcPBcFPBOIL44cOYbCwmMdXYwE2gk22+kOdJLA6UD3nl0wdGQfLE8Yp845GI1GTJgwHp98EhoBPYFQJMZOsSFmw1SvXr3w2WefYfjwhI9/MNY3vAB2IsKK8CVZqGC021uK39z+e/zrX88jsotHcxMack6j8wiiifJGBxf0f0vK0Vqwxi7t/gN1buwcdcHpZaUil4pjLgDgOxzWz9dEAJ2MmJ8k1SO0buh1WIp7N4UwkmrNx+HyFENmRDdFlcIKAHUcpa7aFGIocvvpZLSIV6nrxyTUOKgYslpycJwJPJ8EjuMwxH45AGCchVKZz+tEKL6dzIQWf1efCZi/9RAuW/0tLusyCPNyeiDDZEWfMuLa0MlkCHHlu+DC8bjvvlfw9dc/4PLLp6C1yMhIwfP//j2GDvkZtmzej9lzKE07KcmKl166C+vW7sK7H67BtFljATZin0qLt48h/y/tfREeXLIFiw/uxKuFW2AUeAzJTMVgWyZ4cFhfUYqTTY2YlNkFr0+YjjQrj+4pvZiOVoGtC6X48mOJa6c0lkZn1Fqp4KMcc/7IEQBATwB/2HEEz2/dixkjxqGzqt11wkHd+vraSVlHiFQDy8ZoetrUHrL0g00YlUHabpkr9N3wq3R41SsTeZYUyBLgkWQUNDRhcs4IVDjJwLvARSjViqJpEYV7jzvasEHYUgDg81chcoS9cOeRNpGbNA0CZ0KpYye0iH/ZdvL9ON/eXz/DwzDcG7zkD7dE21UVI5LpV4WOkyzUbU/giNGxsmGbnub0FOjbX6kirQ5vhZ5mNubA7S2FQUzF8eOtFZkPZ7zv6OeWwJmIxPgpPKoatyPwnaGLRwIjci3LTphMJtx888/x0ksvt/p68XLfOxPBRjo1M+MXTX+83lHHHK0JyFO3NjbwRTho4soAYFFdpVn3Ps2lkHULkpgxlbbtB72mw09dsvbur4HbSwOXkLzoWDrTPhQA0J0boad1NZJvuZkR7XYx35MaL2lPTR5G3NkXZtxtib9RTO7bW9/mG6lYt6h+4+Cn37VUJ9GU7MqUk9WOSTeQb1i9n35vvKEemrAx7ns5Flr33WzEZTLdRl1hRUET6qfXLGui79yJJlIn9V76TiZ7KOO5q0SCjsgcXfTjmTLL6kCu8YQTm04cRzpyIKvtzqTQfARGFkNzRWQ+//AzCz9OSdO8PPPc98KjdeUUhVRyNuO6bBSJBITNSN1OtYACABUt9zPBIJyMRqisBvoJjMRMtskYLxScOr5RGMF19p202czYv/9A9BtKIIEWIGZKTH5+Pjye+Ec/OTcgM7/mzZcrV34TlMKGp49mlNJ+0fSfYkU4HZT2Xu0PNha19D5idUHS8ox+LxwnwGLqCj5MlJGWYNx5A8HzoRNVzSgVK7JMdjw/9FJkGK145tg6zNjwDg410g9Hhs2M6upAP++hQ3th7NgBePqplrolhaJ//27IyEjGpk2hgpUcx+G6687Hp0vWw+Vqvj/olmbHm1dPQfmD12LbnZfiiSmjMDgjFdurK/F9ZRmmZefg1XGz8O7EC2ATY6t7j9ePvz78BuZf/gAuuXghLrrwz7jpxr/hwYfewNcrt4Uc/+dJQ5BiMuDlgtav1hmtRoy4cXz0AwGYVA2ErTWlcPj8+OJkEZx+CeNSwzG2wrVV9v2I3p+0D7RrstePxUWNZUrxMIsZMAh2cJzQ4UypYBjFVJiNOfD5a1FQcBK07LH35QQcotfLuYWEgGfLkRg/tR0ejwfr1q2PfmACZyVmzZre0UVIoB3QZ1AOpl2UMMifi+A4LsycJ4FISIydYkPClS9uoBM4RZEDwvCyx1RXaytErCtIrMyn4P3x6hCCjWPt3dG01igVa95ocZ6accrhPoHWTjCXfbwRss4gooy0WCblLsmD94t34ZijCpPTe2JKZneMT89DjdeJS7YswqqKk7gEZHUkyWyAozY0atsbb96HkydKm73Oxo17MXny0GaP4TgOvXvnoqi4Iuz+G2+ag6eeeh/PPvMhHrp9btR7E3geI3IyMMRAGEsFxyVsq65EhdsFWVFQ7naguy0ZlW4XDtbXQuR4jEjPhEUQoSgKDlbX45TTDe/6/Xjk9W+wP78SM2eOgt8voa6uCQUF5fhu9U489cxHuPaa6fjv7y5CWjJZ1UkyGXD/5GH448ptuKX7ecgxp0YtbzD8Xj8Of7U3pmNTRRsmpOfg38e34bWCnXD6JczI7Yxe1tAoihSRNN6ozlPHGT3CuamFQ6BR6mww0hjFVJjNHKqqNMHdYENUR9d9AgkkwGLgwAE4eLBjxcYTaB8sWpTQqokFNd46FLpL0eBzIUm0oZslF8liEqq9NSiSamHkjehuyQEASIqM445ylHob0MWUhHQbYSopioIdNRU41lQHv19Ef3smBiRlNHfZVqOkoBrlxTXtkncCHYtu3bolFlwSiDsShqm4QJu8kMmZojigKCQtxdBNP8olVqK2phaCAEiSZpRpqe5RvFfmiVGK44xqBAc/AgV9443wRqm+afMBAClyun5kipHe5yiVsn2Ym66n1bqIC06N80jQNSLXT2+eMl96mVIBAE6ORggrM5KIF52EPnpaqkwjjTjUsCSlPPWprvIT3YtbFyzA4Zc5NDQ0QBTpR/58+6/07clZhB49MpW4FHhkH75rXIm3jh+CS/ajZ3ISlh7YD7towL0Dx+HmHoMwLDkHu2ur4S8ntF7OJUGWQnncAwbkYcCAvIj3XlFRizvvfA5zL5qAx5+4NeJxACDJMgyG8N1D7965+NOfrsFTT72H66+agj69ySBI6d2DHJDDRA0xUCaUqaAYzy3ehLuWrSD3wXGqxhLQ05aCImcD/Orfo7LTseGGi/COqwa3vfM1yWAJkJpqx+tvLMQL//0MW7bsD8gnJcWGL77cgg3f78Onnz2GUaP6Qex3FL/oPhoPffcjVtZswV+HTEA/F3VJyLGQ9pdppFTlMjct8/EmHhaTEZa+3bDv60MAgMNO4kYpMu/IcSbq32WdbsOUlBocde5DsmjH+NTheCeftsn9WK2W26a6lvgR2IeQH8eZoSg+EDr46TKQBBuYWENrdKNUj+S5MAqkLiQQVwI2ckydJx8AcFQZqad1tdLn0dlKjnX6qZFoF/N+l9dtBgD0SqMG0REccfHckUbfuZIGKlZf0fADKQcfRoRfdsPrJQMrjjPpkZ9MhnS4PEXgOYPq4pswTmlQwMVdcPNcFPBMoDWgri88x7g1qdH0HI62ReVrHwRrdp5eWEzErVngjWH3a1G6jAbqAuSXSD36wkQujgRWBsEkqGMi2nXD508JOc7AuPV5VZdsNxMVzOWlrkb3LLwVjz32eEA/nZNMA7z0U4YBAHLNjHufGo4uiSFcy8wjaFRd3xw+eoDkoGMnQ60avKWekUbIYm6qDVDsdNyopNDxAZJI/nwSdSs1dyLfyhzQcpgNdEyS0mSDpMh47Mg6rKzcASBw/NTZlIlyD2XVz8wYhueHT8PjR9bhg+I9evo7l02G3SjintU7cLSmMSCPoZmpeHLATAxOITqM9Wqd2Qx0jpJmpN9yqxQaOdcp0fe3Uo3ymJZnhM1uwY/bK9CgaJF+6fNoYqIg17tTQ/Is4fP17YamInUrWrS7jn0nA/VzY4NBzNS3tTGTzLjXSrJbTaPtgo1waQJ5L5wcbUMeH7tNIvCZjTSCpFFMCrgeAHh9tB1p7rlsffNM1L+CggJ1MT78/rZGUT3XkBg7xYYWGab+8Y9/IDs7O+pxHMfh+eefb3Whzl4EC+IGGp143ohuecNw7PgOQA2d3rGgBiKOM4GwvVwgHT3rWqhNPCO5rIQTO440kT6dzKzTi1de+ggNjbEP9Jr8bjx85GPkO8vxqz4D8buxfZFrt+JIXQMe//4Q/rL3e5yfnYeB9mwsLd8HRVHAcRxEnofP13Lf9aysNGzZ8hLuuOM5XLvgr/jvC39EZmZK2GPdbi9EMXL7vP+Bm/DBB6vx2JPv481X747p+ss3H8ZdL67A73//e/z+97+HQTVaLV26FHfeeScA4OTJk9i7dy/mzZuH9UWn8NT67ViwYAGefPJJPPjgg/j88yW49ZZnMGDAICxZsgRTpkyBJEkoKirCQw89hK+//hrde3TGn+/+H1Z/9y8A/8/eeYdHUbVt/DezPb2RkAIJEHrvVZAmAnYQxa7Ye8Hy6mv5XnvBgl1BiopKU0EB6QhI772TQHqv22e+P2Z3ZzbZkICxYe7r4mIyO3PmzJk5Z57znPu5Hwg2GRjXpCUzTx7gP2171lS9GiFJEtlHA8fg14QoYxQjggec8RiFSWfW9DltlkoBQTAAemS5EtVZ/Ed/hFSnlCCYkGU3So7omsKN/R1ZXqfU3wWS5G3bwO9yQkI8x44XoLS3OrHTiSYspiZY7af489q+AeczGuyn3w+F3diA8xEvv/zKX12FvzW+Or2Z5YU7effddxk7diyyLONyuXj33Xd57733aNu2LYsWLeK7777jqaee4nhFR745vZsXXniBm2++mbFjx/L48q1kV9gYOXIknz3xBO3atUOWZXbv3s3EiRO5f8cKVl14Tb3Wu6zUSmlJg4PifMTo0aNYtWo1JSXltR/cgAbUEWflmJozZ06djvv3GlbacBBlEtNT1933645gE22TmlNUnEZ+fl710/8yyEiSV5yxqoNJO/H0hrYEclrp0YkWJNmNLNvxZ1oEgkiKhvVwUXB7ANaVq9nmZhZurXZWuT3btx0bpJyTW7nPt+/M8p2wq/J733au2A0Ai6CubA3QDwHAKavtkIvqbEpDCenKLqqeoe3WW29hyZIcsrKyiAxShS8vSVRX4K5qpYgyl7gruebXZWTby1gw9GK6RccgSOAohRQxirYhsQTr0zDLwbQKbk6hczNb9xbSKTqKKLeJnJy0atevDXa7A7PZyEcfPcLYMc/RLGUchw5/TUJCjN9x5eVWDh5I4557rqixrKAgM82axfs5yORQj1MiVOOc0DCmpq/aS9++fXniiSfo1asXGRkZmEwmevRQxcxTUlJwOBy0bNmSxzfu5HhOMZ/feScOh4PQ0FAqKmy0bNmSlStX8vDDD3PttdfidDrp2LEjgwYNAmD8tUN57bWvkSQJ0aXUr9KhI9JgodIaTKVGQDTSoPyeEKQaTnl29X04XuoiWDSQH3OUPTaFGZdesly5X9SVq53uDr7tJpUKG0gSNO+QW2X9FFUcUX6XKqnev2RMhngM+lDKrcc4u1Df+oDK2vKK4Rp00TjdBQHYQ966i+h1kQiCnsaSKupfKSht6g7p5tuXU6ms3m6Rlvv2GW0jfNtxFmW1Ldqk3qu9okxTP+V5nSheptY4QnmeuZWqJpqy0ldVJ0p97tEWRXy9Mt9ObGgvjLoI4mWVJWnxUAHKDXnsqJiFKJg8K5YNzilJ9mcl1FeZ5zsa7Kezg16nfje9wr4JCfGcPh1HTk7OX1WtAKjt5T0ze0MIYIZrvy2BYDI09m2bDQrL3OFSx8lC+xFNWUrbaYXKjXrlG+d0131CWWHL8G17hZQNepW9FOFJ9CNoFgHsbpWx4U0+YbUHzuD1zDNP8/LLr2DUCLenyO1926nBCkMnxlxdLFvbqhWapvMKhBdpGFP2QvU7YMouBkA8qdpTWgtYjq3dkVwTBLvKiBJcGjvJw3aXNaxgr9qDIUQ9LsKt2iSSDL/k7eH222+nZ8+etG3blrKyMsLDw2nZUkncYjAYCA4OZty4cTz//PM8deBn9Ho9N910EwaDAZPJ5HNKzZgxg+uvv55ly5YhCAKDBw+mTZs2bDlxgrAoRSbCnC/5ru2FO8Crrm0vpyYZToGoPG+zUIQkS2TaT1Na6c2qqd5nvjHBtx1iUt9rLypsqqSEw+UNCay+MKvtR7X1nz8eSkMJgmYMC5B4QbsY5mUvAYie7NWiJou13VkMQJmmH5qCVFvVLCj9Q8uocrpV0X1vnWwOdeyUPfMcLXMyUNsJmjHMoFOv+f28tciySFiQajtpZWwq7Mq1XL7n9u9Gg+1UN5wVZWXjxo1IklTrP7f77Nkc5wdqZwMdP5pJcXHxn1yfmt5cbT21ac/9QxMVmAADKptK9vtdr4tEFIMQRROiGII/c0yqUv4fiTNPHGVZ9g3Gvw/VxZJnzZpFbm4ONbV3li2Xuzev4oJl82i34FuOlBUzqHEC8UHVQ4xuSu7Eov7XEKQ30CG0CUGikSXpygcpMTiIkpIKSksrqpzlvXevYah81NxuJeOhKJrYt+8Ul17yH6KiI3j44XEkJHhDTYNwOJxs3ZrGhNteR5JkhgzphfLczZ6yQjzXCEWWZbKyioiLiwIxDDCCGAxiEAgm0IUp9RAjlOLFcHILymjRogVpaWlkZCj3YrfbWb9+PcE61XCcMWMGN998M3tP5ZOSkkJUVBQ7d+70/X733Xczf/58ZsyYwfPP38Y33z5PaCh88MEH9OjRhk6dUqmosHH6tOr83VGSRe+opHMS4TZZDDWENZ6pb9UFVZmGqlNKQSCnVE1aSPX1dare90XRjEEXjeRzOPv3Z69T6o+GW/Iyt+qCuomXj712JC2ata7x9xBdI0ItrTT3fh5aAQ34U9BgP/1+rFu3noKCgtoPbMA/Dh999PFfWwHvhNr7LRMMKN9CveefDjCifCO9IYre/4M8+80odrIRBItynhCqlB3scbrEJIPOAI2bQnA4RMUhxMRBSBhikxQwGBCbKRN9fWoL0OkwtUgi32ElNTWVPXv2UFamOCFLSkrYunUrOo8db7VaWbp0KZdddhkHSosZOXIk69ato7RUdTw89thjvPTSS/z262o+vXMUU8YNJH33NmbPns2A+HjQ6RRPmVg/izAhoUF/u+QnDagfTHz8nr+6Cg04D3F+xVL9pajOlgoEU7C7Ru2e+q+PNrtUXZxTEDhkRUQQRM/k00B1h5fo5yUXBNHjnKLKsfU5ga4JIjW/1hJudzEudxFud1WnzlleRdSGXSn/7HYrbreiFdC9R3uCQ4Lo2q0doQnhRLaI4auCBWwryadV06bEBwXzn8uvQpbh9YIchOAgTMOGoGuShKF7V4J6tie5Q1vCRvYnODqMQV37MO/4SQyjLqNZlLJCeuBANoLQCIEIIAxBaAQYEQRvDLkiuK3Xx5KbW8bzz81gwoRXaZGazAsv3M8TT97Eu+/M5aGHJtOv7+1ERoymb59bWLlyG99+9wYtW6agGmUiimEmkJ1VxIiLHuPw4TS6dUlFfV+8ba/RThO8/xvo0jaJpUuXkpyczNq1a3n22Wfp21fRkKhwq6mNv/32W6655hpEUeSmm25ixowZPh0EgIsuuohVq1bRs2dbnvrPI4wdeyGr18xhy9ZprF4zi+YtFKMu7WQlRDSmOKkHh8vz6TdMYcN1vH0ghlAzra/pRWiLOBoPaktY77ZYWiURfUlfzFHBdLztAgBG390Xl8NF155tSEhsRL+BnencuRNt2rQmLi4WQYAhQ5Rye/RUROVT2yZiMhuIiQvHEmTEEmTEaDQEyF5S1UEq+JxSTlcJ/k4prbOoara8+nb8VneCeZ1TVfcrff/PcErZKCzfRV2cQ9Xbrmb8MGcVp9LPzL7Q64IItbTy/NXgmGrILNOAvwqdOnWid++6ZUhtwN8XZrMZnU7nC21NTU1l7NgxdO3ahZCQYNq1a0WTJgkkNY+hdZckomJD6TS8FXqTji5XKlpTvcZ3xxJhofOVnWjcrjEtL2xJ6yGtiG8bR98bemAJNzP4PuU73vK2C9EHm2g2ri9iYiKG7j3Qd+gIjZKhdT8wBEO8wtwWgpoDIoK5CWBEIAzF4WRGIBjQIXjYKQLe/72OKRM+m0kwKPu8Di69R3vHYAZBQBD1igNIEEDUKc4rvR4QEEzKsYLFDKKIYDHTPjKOOXPmcN1117FgwQIeffRR2rZtC4Bb8+2fPn06t9xyCwC33HIL06dP9/2m1+u58MILWb16NeP7tub2W2/m5kHd2P3Ji2z+3128f8MNGDp3RoyLo+nYvujMBgbdq7ThoHsvICQqiME39aBp+8Z0Hd6Krhe1omn7OIbf2pOQSAvXPDYYgLEPDyQo2MTVNw3GaDLRvkMruvfoSNu2bbjoouFERkZy2WWXAjB4yABEUaRHj84EhwTRpGk84RGhhIWHEBYegsFgwGKpH92vBtQv3nzjIz/bvAFnRoPtVDc0iJ/XG6rqSykT9HkFr2qOkaFIy0r6o1CTgLG3nlXhrbv/bwkRg3y6Rj2EPki40AtGFhS9iyRX+J0fZFKcIE0NalhWKfk+Gnl6sRK64xW2FASBFlIb37E6z+pMASrN2ytarEVMqBoW1N+ghEwdNSf79mUHnfBcR8QtWjGaDGQUrMXlsuN0OolPaERGRgaWYInTpUu59NJLKT4aRYvWSVSUWxkU1IRGzWNYsfwYA8Z04sf313HVg914/+1vuP/R8Xw8ZRUXXjiA5cuPkZubwwUXXMihQ4fo1q0rW7ZsITtbyYon6YspLD9GQZlMo8gWbMo4TFrxaSZfO4iP1uzh62sH0r9NLLPFJizdVszcyhMEbxNoZAoDsjlS7vkQrz5Knl0gpjKFxcW/8sMbX9ItMo6QYDNzZsynT7MQH91clks9/3vbMIucnEJ+++1Xnn/uCzp3SeU//7mOyy9XtI/y80v43/8+IiEhmu492nDd9RfSs2cbOndOxWw2AlWpxw5kWebOO//L/r3H+XHmE4zumoJwbJfyTL3CtJosHXKwlw12hP+M7soPS3fQrl07rrrqKgYNGsRDDz3EmjVrfJoJAAUFBezYsYNhw4Zx/fXXM2DAAPr06eMr02KxUFFRQUREMLKc5XmfsujSJQUoIShIYRzYbPnIaSf5aetyXLJE+E49B4xhrH5dCcNc/9FWz3tXRKK3mmsPklkJW97bgOTWsWPaMhJTotl1cB17Tq7keF4QTmehh9ngRBCgsrKS0srjiIZkym0niUoxcqqwksQ2jSguEtDrdXSLv4h9u48x6vIBzPjsZ+584CqeeO4BnnzyIWbO/JZRI0dz8MBRzEEOcnKy2b37MKmpLcnIyGLUqJHMmzcPvV4E2UxQkIWy8iLCw8MpLS1BkkCns+B2W/n9iQu0Y4fiiEwKUSeCJa4MvM6ZCnsegiAQZlYTPDg1NPDOFuW9jA9SxTZ/lZSwgyzxlG9ftEkTZuEhi+wsVN+9nJLf8B/DJI8ulzJmHCv60e83f9aqep7FqGZG7IAyjlz94EBWf7YZyS0RH6SGoFg1YRbZFamgh9LKhmxg0CDg2YA/B4FCvtasWfMX1OTsoddFaLZVRrTdE86mDZcRPb+b9JG+fUrItAKbw/ON04TImY3qsd5FQW0on9NVXYtLK34e7gm7c2gW6LRCyYhOZFkmOMRJcXExqampHDx4kL59+7Jt2zb69G/BoUOHaNOqHS6XG2ulle6d+rPptz1ce8MIJk/6hgcfG89Lr73KQw9PYN68RXTrPpj09FPINKNRoxi2bNnKkCGD+eqrr+nWrStr166jTZvWnDixCb3RRaWtEH2QiKPIgWiHwuP5GJE5vfkkBhEOLTtAaZGVHT/tJ6/UCSjtVGR3s3mLwsg+8tpqAH55/zcADk/bxsWJZYDSVik5JcBejK1CAU8ylbw5ntFoB2KKJ8wsVQ1VwmRGlhU2toz3f297a9qwxMvYLoACzz9A2qF8+6zHVFmK8kIlpMvhyAIMcOIkbskC644DeiozTvJwch9u3fo9bdu2ZcyYMQwcOJAXX3yRt956i+eff95X1saNG0lJSaFTp0507NiRVatWqe+A0YhOp1Psp6YRCCc2IpUWYyjdQVcjFGw94Tt278rNACyb9CsAcyb9ysGKUvZ+pizkuD3hdCYMbN2hnLfrrR8A+HTyz2RKx/jyu1N07h3DwSPbOXEiDYejlLKyEiorKzl+XDmnuDgDhzMPg9GBzuQiqlEQ5hABSZJo2jSRHTscXHnVSD75aCbPPft/vP7a+0x8/DZmzPiKIUMu5MiRo5jNZqJjIti5cxfDhg3liy+mcf311/HFF9MYM+YqfvllKR07dOb48ROYzWYcTivl5eWYTCYKC4swGo3YbNUzXf9emI2qTIbLrdo0XiFz7digDV0ONSjvnUlQBeZL3crcwu5S2W96QRUad6LY3VapSN0XYBzQhkHandkBfq8OQVTrFmRSx5EnnrifD97+xq8eLlm1/50uZU7QEMqnoMF2qhvq3TG1Z88epk6dyrvvvlvfRf8DUNU5FRgPPvgQkyd/8AfWwzupMiAgIuMGnyFU00sceL8gCJTZ0tgmZWOXKkk0tkMUzSBRxTkV+FyvMeWNUa6N0hsUbMZaaSepSSyniyXCwsIoLy8nJiYGiyWYNi06YDIayM8v5sKB3dm2+AC3jO/B9ElLufXxEbz3yXSuvfEiVi/fRlLzKArySyjdsx2bTTHeMjNPAzJOpwu328nu3XsIqQzBWnGMyko7rSMNZOzOJL/YxQ/vrQVg8qRZALw/aRZZpaf58stvkaRSQGblypUAZGRkkJqq6kqtXKl8zHft2oujSz9mH1pJu5AmjGqTQLvYUPpHRZGdk8sLK3fSyhjLalc6i7J+5Z32N5JoVo1OL5pZmtM8OIIZaXvpHZ3Akw9czgtvzmHM6N70HV2zDsKXM39h1aodXHPNEJ75702+/bIsExMTTmHRz2d8HlUxa9ZyFi/exPfTJjJ6WDeEwqLaT/LAancxpHMKKzYe5df5c5k2bRqNGjXixIkTdO/ena1bVU2xadOmMXnyZA4cOEBenr8e2+7du2nbti0ffLCUtLRskpIaMWXKz3z80feMGzeEW29TtMvsdsW4/37PSVKDEog2hlFXSB4xBWuFnROHstmzawV2ux2bzab5yCpOkI0bNyKKQSxfrhiAy5coBl1ebrGvvJ2e8NFP35+HKOj5YNJsBEHgjTcmA/DVl/M8baSIbQuCSElJGXa7nR07dgISJpOFEHNL2ndozaYtv1BcrNSjadMUhg+/hK+/nonNVgpIPPPMf5k8+X1uueVmVq5cRWpqCwoLiygoKCApKYlNmzbRvXt3Vq5cSZcuXdi1axcJCQlkZp5C8Q8GFvtW+m/d+nJ9wCU78HeyQ+BkC1rUPbHCmvm7A2a4bEAD/gr8u+2n2pGSkkK/fn2ZNeubv7oqf0uEhARTXl5Bs2bNyM7Opnnz5pSUlBAWFkZUZFNyc/Po3acHv606yq23X8Wktz7lsccn8Pln3zHm6stZ++tGmjVPpqy8mNy8fJo2jWD16jW0a9eWgwcPYrFYcLvd5OfnU1JSwsmTp6kor8TtdlOYuRGH3cnkScqzmTzpG1wuF5Pe+hSAAweVTKlap9yMGTMBmD17DkOGDOGXX5Zitwts3bodgJxy1b7IT1O2S7KUiXllYSWyDC77X60n9OdAlqFzWDJpeXl8+8l0Jk+eTJ8+fVi3bh2vvfaa37Fffvkls2fP5ptvvvFjtFRWVnLs2DHatGnDoh0bePbKPuBw8dqqXfywL42HmnXhiibNf3dd3W4JGRmr1c7SpStwu924XC4kqZKKCmXesHevogm5caOyAL169RpCgpqRl6uG6u7fdwRJcvHRB9MBeP219wF4+WXlfmfO/EptH897derUKex2O4sWKdmf9+3bjyRJPkdUUJCFxuGNyMzMpH//fixY8BP33HMXkya9zTPPPM1HH33Mtddew/r1v5Gc3BRJkjl16hTt2rVl8eIlXHTRcObMmcuQIUP49ddfadOmDcePH8disVBeXu67138Dvp+z4q+uQgPOQ9TZMTVt2jRatGgR8LfS0lJmzZrFF198wbZtSirTf69h5Z0U1Rw698UX0/+kushV/j87SLKLclsaVkcOHUPGoMPAzsqfkSR7wDIFQcBsMaLTi+j1OiIjDJQUl9OuY3Oylqzm6qvH8M23P/Lgg3cza9YcRl/bm0M7ThMdF0pKWBCFp4q5JHUgixauo3vvdmzYLVNWVoosy5SXl1NZaSNdl0llpRWXy82a09uRJZnpk5YCMO3NX6gUbXzxyQIADhw+hN1ZSFFlDv4TVQG7R5jy+PFjtInsgcPjxHA7a5+kyrKTwBnKBPR6Ay6XE1l2IwjqCqdB0FHhtpEcFUJKdChSgY3lxzN5YkAHhjo7A5BrFfgpZzt3JQ8N2La3pHTghX3rOVVZymN3X8qSlTu59MbXWbI0ju7dW2G12ikrq6SszIrVaqdt22QmPj6eG28aoWhBoWSYE0XxnJwK+/ad4L5732b8dcO4dESP2k+ogienLmf53ixKK60+Y6m8vByXy1XtQ7506VK2bt3K1KlTq5UzY8YMPv74Yz799FNSW4z37e/cuTMvvTST8IgQRFGkbbtksnbt5ad96dyQMPys6uqWXZS6Ssi176Vbux6YTV1Yu3bjn+CMUdpFlvE55I4fPwZARUUFglTJls07sWqEVdPT05k27SuNuKbgy3D0/vuKA3z//v0EBQXhdrspLy/HarVSWamsZiUmJnLgwAH69evLnDnptG/fgcaNEygvr6Bdu7Yc2gRjrhvMR5Pmcc/94/ns49lccdVQFi1ZRNPkRMoL9R4GmYShVHnnnY760cmxSt4V6LPJild3xliHfs3Y9f2+2g9sgA8NAp5njwb7qX5w8uTJ8zYzn16vRxRFIiJCKSktpnXrVHbv3s+IERfxyy9Luf768Sxdupzhw4eSccpGZGQ4wcEWjh3J4MKhffjk04+45dbxfPD+FPr27cMPP/xIREQEOTk56HQ6SkvSqay08suSlehcsXw0WXEgTXpT+cZ+8rHiJNq37zAuSWGPbNumMLzmz1eSxngX4nbvVpJYyC5VmNokqUyJc4HdbsdoNPoWlBrgj//sX0qZWaTIoTJmSkpKkGUZSfK3W7/88ku6d+/uF8bnxcyZM3n66acZPHgw4RM+BBTh9JYtW/Lewd314pjSYsyYy9mwYTMnTpys13Jrgs2m2EHZ2Qob6ODBgwDs3at+571OrG+//Q4QmDTpHUDNDPnxx58A6nsOip1VVlbGzp1KhEBlZSV6vZ7Y2FjKy8tp0qQJOp2OoqIievbswcKFP3HvPQ/w2qvv88ST9/H22x9yy63j+fmnpTRrnkhmZhZul4jJZOL06UziY+PIyMjBaDT8IxQDRFGkZ+/2ZJzKrf3gBgANtlNdUWfH1M0331xt3+rVq/niiy+YN28eNpuN6OhoHnnkEe688856rWRVLF++nOHDlYlmXl4eMTExNR57ww038PXXXzN69Gh++uknv99Onz7Nbbfdxrp16+jatStTpkzxxWz/PpxZ2+S2225l8uTJZzzmzKhLFhgZcGlWp+rOIhBFEUmSqJB2Ueksp0nTFIrNmZhMRpo6m3P85F6sVmVSm5CQSGZmNg88cjWffz6doaO7c2BXGkHBJoJcIRSWlxFUEEJMaFcO7ColJqQ9P87eCrbG7PlOyXCXdbiI5EYQCczblEcoCWyardCdvQ6MykonAi7GxPWDYKWeI+MVOvaKHDVEJ8eqvgtuGbaV/co+YyJBJoUam1+2napsiwK3Sl+ucCnhhcmhatdYX6xOsiWpzHN+9WdcUVFBeHgkBQW5uN2FeCfTO4qNdAkdxMzMGcyadYLh8U0xB8EVnsx9u46HKA4PuRE2t5HtxRbW5qiOhyIPM21C8gUE6bbxyt7jLFq8jp/H9+fiyT8zoP+9HuPE/71omhDFAzcO5dYnVKZUdZ2jusFmc3DN2GdpntKYT966C3G/EtYk7Vaz2eT9JmF1u1iXbqPIaaNDWBwdE1SHU+axAkaPHs3zzz/PsmXLsFqtjBgxghUrVvgZAABut5sbbrghYF1+/PFHevbsyZ49e/j5558pLS1l8ODBLFq0iP/+dxevvzyTsaN7kRok8PScAxhFHRahG7/lKyFjP5av95VV7lJo6S1L+vv2NTdEs6tiOeXuIoqkUn7atB2nVI6/3pM/wjVZSTrIigZGlCZEzaFJZ+N1biWFaM4JCQfgk4z/8x6lKV1lYpZbD2v2q+xMSSoOcJ4KWZZ9K5Xp6coz27hxAyDw888Ka27OnLkA7Nu3j337DhAe3JaDezfSzNCXL99aTSjRzJ+2iTAhkb0bcwjXtUBvDycpOBK3WyIltTGVe+wMvqYrP364nrv+cwE7p67j0vu6ULJqO5a2yXTcrbD7dpe1JjetiOiEcHTpeYTFhVKSVYpLEJDcMoeEQwDYhRKqo2rb1A2NLZ18261DFdFaY14FySGKM82s+pGRNXH7dhpSITfg96HBfqofiKLILbfczAcffPiHXuf3QBRFRF0loaGh6PV6dDojCQnxpKWdYsxF4/j22+947LHHeeONN3nmmaeZPv0rhg8fytHDORhNRvR6PWknsomJicNsOk1xsQuDPpqNG/dSUuJm4cI1CJIa4iPLEvv278fmtPLhB18gCKKPUbZ+/XpAID+/gKYRwxVFJCeEEwcyuA3q97nCoLKT7JIy5hVUqLZSoLAgt8YZpQ078tVNEzZUW6a03NxcnE6nJ1utgiJBdcKUOSyea6pjc5lT+a6m29QxOkNUMzt7EVmqZvdrHhyu1vmAUqfIPPV8c7R6TUMz5Z7FPLVtpC5KBl45ojqzXQuhXA2tlLPV863HlGsePab2u2NlStsVOtSPULBObfsQvUS2vYL/Pf8SQ4YMYd26dYiiyFVXXcWrr76K3e7vFMzIyODqq68OWK/XXnuN1q1bc+jQIRYsWIBOp2PEiBE8++yzLD1yguwChVl+okKxX45qsuLudqsMGW+WuHBzim+fWQzT/K6c99VX0wPWwwujQW2HMGMSUCVETVbfB6tLuaYoqLaVN/Nc4LA1FTW/f3Wb2XuTVh05omS83LhRYQB6nbUnT570Hbtvr2JjvfXGFPQ6C2+/9QWSZODrmQsQBIHDB09jMpuQJT2xSYkUFdgYNnQI381azP0PXMcPH+/ghnuGs/bH/bTrnkx+dgnljnLCIoLYtHsr7Tu1YM2KbXTu0oo9O48RnxhNZqaykGl11n/YnFYGIdKghAGHhAaRc8BODE39mrBMUK8vB8ie2IAG1IazDuXLzMxk+vTpfPHFF5w4oUzoBwwYwLp165g7dy4DBw6s90pqUV5ezh133OEJO8k847E///wzP/zwA2FhgUN47rjjDuLi4li8eDELFizg6quv9tFL/zjITJnyOVodqrM9/1xEjps0SebUqVP06tWLY8eO0aFDBx+1tUmTJLZu3caVV17B5Mnv89hjj3o+djaCgkJJTEwkK8OG0+UiLX0fDmclgqBDliUyMzMAkZdffgOAxXNVXahIWflwF+WW4ZRdnErPRhBEKsrPNpZb9EtXejaQZBeS7NDu4ZwZZJITf6eUf52io6MJDw9n/fp81HBOxdBIsTSjqTmZDfnZDI9v6neeIAiszj/EwfLDXJMwpsbrm0QDQ2K680veJgrK2xIdYmbxA6P52iEiigIhFgOhIRZCgs1gtTHz+994+u35vDblF+bNf4n+/Tue030DfPfdSo4cy2LXxg8IDq4uRPnTvnSeXraVgyXFSJr2jTNb6BYVQ59GcTQNDWbWrFls2rSJrl27otfr+eabb9i+fTuhehNlkp1+/fpRXl7ON6/exE9r9/Hd0p1ERITw3HPPUVJSwhVXXECnTi3473//y9tvv83QoUPR6/V8+umnHD58GJPJQJDFxBvPXkel1c60Ywe5umlzzG5LtTrXBEl2k+E4zKCw6zhOET0GtGLt3hmcOHEM5d3RhpT9WaiqmSQG2KcVSZc1x1VF1UQNdXdW2m3KanZOZiFObJSVVRLq6V+nT+bRQkzkhw8UDa8dnyuhsPnfKvpyzvxiSkrjEASBCsmCy+4mLCaIijSZ5v2asXP+Lgbe3pedC/dyxcWDOHUyB5ujlNMrVxAeHk7//gNYunQprVq1ZP/+vURHx1JYqBhBgQU4a38+ou6P1vo7/5azGnQSzh0N9tPvgyRJrFy5qvYD6wmiKCLLMgkJCZSVlZGYmOjT3WzduhXbtm3nuuvG89Zbk3jqqSd55ZVXefzxiUyfPoPu3btz6NAh9PogSkpKcTgcrFq1GkmSePttLUNDx/TpM7GYVC0+vc5CZqayaLJ9m8LQSEvzaBNZrQSZqjuB/ulo3rw5DoeDtLS02g/+F6JTaAr/+c9/6NixI+3atcPlcvHhhx9y5MgRQnRGjh49ylVXXQXAxssuo0W7IAqtdlq/9z3XXXcdx44d4+mR3TieX8r1119P06ZNGTBgAA6Hg5dffpmsrCweT63/8WfChNv4+edFPgbTvxl2u2IrVVoVR6heZyE3R3GofTdLCT384L1ZNBZaMX3yEsxyEBkn8xEEAYfOSlhEECVlZeTnFiHLMpHRYeh0Ir36dWDzxr1079WGQyeVsSGpSQIrVn3PRRcNZ8qUqVxyyWgWLFhIjx492LNnD6GhoRQWFlZj29UVoijQkGzx7NBgO9UNdXZMzZ8/n6lTp7J06VLcbjfJyck899xz3HrrrUr8uidT2B+Np556isjISEaPHs1LL71U43ElJSXcddddvPjii7z33nsBj1m7di2ZmZmEhYUxaNAgpk2bRkFBAdHR0QGP//1QnEoOhxODqNB+nJIq4lvX80VRjywbSElpSk6mlc5d23HiRDqpLZIpr6gk2BhJeGQo23atxOm0UlhYSIsWzTh16hShoaFUVlZy8uRJsrOzkWWZ335ThCHfemsSAK+++hog43A4cTjcvt+1wsLKRFDNFOYVI95VPMNX2yCTKkpeaa9ubPwsqwPiwXQlNGyvLZDmkUCzyJEA9I7SCOt5Vs60WW21A+WpcjtRQlfsrg04yvdSdaKoE8Mw6MNpLqhhaU2Dld8bm1RP/6KSROV6QgXZnvoEemZHjx71MJIkX/mCYOBoqVJWj+AxJAqhTNsnYtYp13HJLn7O3sHu8k0kmYexttAN5LC9XNXQkCTlY5aa9RhGqTcuaRMvf76TJ9p1BwTuneDRmKrwsKwkG1JeMYMHtOPljsncOG8dI4Y9wpczn+bKKxThcwzGAO1cM44eOU1SfBRtm8aA1Yq0U3meP36r573jK/m18AhxhuZ0De7PCU4higacrjLC5Wi25GawNHMnbs+KVc7J06w5lUO0MZijFbkMaZzArIFDmRuRw9ajWVz1+l0s3X+CWYu389nnj9OyZRJff72MkGAL9953JSkpjbnm2iF88P48li9eQ3FpJZWVyntxee+WTOrWjtgft/CfFdsosjvpEzycD04f893L6eLqcfGVkZ19227BRagujMbmCI7biti/I43MvCwUJ2PVLJdmBEFHZ90Q3/mDGiuOuyCd+q5tzle3NzoUanla5Trfvj2uM6++KtA6kYQA+0B1nILqxBboH/4AAOVCGTZ3EQ6pnCzHLmzOXGoSTLfolXGwUJOQwOZWGUwhOkUEM1ZWV9MamdWVzEyrR5y8VDOxtduRgbwcxTm9b/UxKlxu9k3dAsDBtxRx44J9yu+ybCQ0OJGSkgwO7MvA5XJy5MghQGDUqEtYtWodQ4b048iRoxiNRkwmI1u2bGHAgP4sXrwEl8uBThdOp07d6JTTCaNZj63CQccICVNEEDHRIgmRSv/Sa7r0oXK1f+hK1XuqO9S2Vz6zDeEp/2Y02E/1A1EMok2bDhw8eNKPWVN36IiKiqK4uJgOHbqRnZ1Ds2ZNcbncCAK0bduG9es3Mm7cJbzxxps88cTjvP76GwwZMpiffvoZi8VCerrCyElLS8Nut/P668qinDcMyPv3okWLql29xDN8+oeuK/aBVuzdmyQGCHifFbJGPF1UxiqnRhRZC5NBsQ8Mgro4Y5aU8p2acckuqNexeUS8vSLNVeHNumzRiDvrUMZJF+cW0vfbb79hs9kQBHXszeKoeh9WhUVjRv29RFBYOadQHaK5xTs0pSq2WIykOv0Sg9T30y0r9Y8rVescclpdyIw7pZQfXamy6nVm5fpSB5UdKIdovnFO5XyhoFi9To6qx5qXqbTdpnyVufXjaeX626WVvn0dhH6+7T7RoQyNGk+fiL3syzjJ7uMbCDPIdDKH83TXcQxvL/DJ/oOcopSHrx1E9y7RiOEmooDZd1zE4r1pXH5BK+7tkEqE2cj9nVryxdpjHF6xApfDyEUhjbms14WU2luyw0N4OVCstN1+tvjqUVxe3fFs0AWr7WBQ7WYvm27evPmUlvq/m4Jm6hkd3Mq3HY/CIndqFpPzURlwXoF+q+PMmXTrEyGW6iHY3kQDDmfgMDZvpmKXW12ElzXzHb1O6YsmXahvn07DArMLynkGzbtulxzkFTqwyXZ271aY80uWKe/LN9/9gCiInEg/js2ttPWWTYcotZby44+rEMUIjh8/gSiKhIdHEhkZQ5cunSktLUav15OYmMDGjZsYN+5qJk16mwkTbuPTTz9j1KjLWLNmHZ1b9iUnuwBZlomyNwagRXwC4VIIsbLNbzHaKWiJAA1owNmjzo6psWPHIggCw4cP5/HHH2foUFUHp6Sk5Axn1h/Wrl3LZ599xsaNG1mwYMEZj33ssceIj4/nwQcfrNGwatGiBR999BH33nsvCxYswGAw/IEGosp06t/xGsqLJHan/4h3UhgVFU1hYSFdu3Zl586dXHrpJWzduo2+ffuQnZ2D2+1mz56d2O0Oxo27nrlzf6Rz5y6szNmDUReKw6bjVHoRhYXFhBpFoISc4jy8DI/Vq1cBIitWKJPymlelZPwn3l4HlHdCXpXlpRV7DxxiozixqmYGPLMzrr5SkBrFIAy6GCTZBghIbq8+loBeV3cx7LrUqVmzFPLycqisLPM5pbSw6EIQBX8HgA4d0YY4RkaP56itdtqrRQymdVB3vji+jTtTOxBhNJ3x+ITwYJY8M5abP1jMNde9xCcfPcxtt1xc63Wq4nRGHokJ/hOOQ7nF3LFrMQIC/9f6EvbkdeGIbRN3P3g1k9+dSrApkXa6QYDCQurZqIwoYzhdIpTsfo/tm0eM2cxn/QaiF0XuHdkNWZZ5YMVhpk9bwpSpT3DTTUpdtWyvFcu38cYbs1i1agcmo55enZrRKyWGkT1SGdylGc5fj7MpI493Nx3guoQLiTNF4M3Co6DqCpH/M4kxJhCqj2Bl0Tx0pjZ06NqW8iPNfFoFVZ1Sfy5q6jeBGFCB2ZVmXSRmXSSVOjsgYHPmEFgz7a+HIAjohThMBicn0hRBXKdTQhBC+PrrOQDMnPml52jVcb5o0c+43RKtW7fjxPEimqU0JdQZRKveTSnKLiM+3kBwo1BKM4pIuaIHaT/toHH/lmT/epDwVvGIu4swWAzYy85lkqVt93Nxav290aCTcPZosJ/qD1arrZrWn9fZ1LFjRzIzM2nZsiUulwtBEGjZMpW1a9dx3XXjef31SYwbN5ZPP/2cZs2SSU8/TXFxCVlZOciyzI4dirzAa6+97vf/l18qIstFRXVP9tGAs8MFF1xAVlYWO3f+ezX/Ku2ZPPjIBCa/MxWqENN1gp5+UR3oF6WEErYJV22aUEM+j3fuSFDr6t+bMd2aM6ZLMwDcuYrDo1dSI9r3UZxyp09H+I7d+vtkwgJi9OhR/PjjAsrLG0Li/woUFCieRi+bdcUKxZm1ZEk2VAm18zrV582bjyAIZGZmYbFYaBQXRXhEKHq9js7NurBn8wmGXNaVZZ9v59Lb+/LjlN/oO7IdO349SnJCY3KzFEYX57J2cB6jwXaqG+ocxxAbG4ssy6xZs4bPPvuMX375pd6cB3WB1WplwoQJPPzww3Tr1u2Mxy5fvpyZM2cyZcoUdLqaJ44fffQR77zzDuHh4TzwwANMnz69XsWNvRT4jh2VSbUoihgMRgYO7E/nru1p3lSJe2/cuDFXXXUler2e+Ph4ZFnm2LHj5OTksGjRYtavX8/Gjb9RUVGBy+Xm22/n4XK5WLBAWZHbsWMfTqeTwsLiALWoOlE9E7wTKu1xEsrgpQ1hOlP56j9ZVv45XHlVfjtz1kJZlnG5tcb673vPBEFEJwahEy2euirOtbN51rIskWvdfsZjDhw4oBFmrZvPVxAEGpuaEmGo+ypzu6B+SMAtG5eRb689LNJk0DProUuYcNtIHnjoA/buO1nna3lx8kQ2TRPVOsqyzN1z1xOkMzGty00MiWmjxM7bNvLQI3dQac/wO18UdMSbYzCJiuG0tSSdTcUneatHX59zrdLu5MZ3F/LRh98z+f2HfE4pLWw2B9df/z9y84r57PPHyd70Dqu+eZI3bh/OYI/xVWZ3csuP6+kRH83ljfv4na+sWskB/vmjZ+hQREFHWtkKfln3lUeXyT9Err6dUm63NWBdzoyqfVZ7vpqIodh1qtqZgiAQbmnt+evvm5lOEASCTEmYjY09ewKJ93ufjdK/3W7l70OHFGfiTz8tpSSvnC0/7efo1lNkbT5BSXohOoOOjBV7kV1uKjOVSacpJhRLhIWmvVNI6JJE3ws6cslVCtOwf//+GAwGRo8eDUC7du0QRUXANEDNzzkEuQHnFxrsp7NHWFgYgiDQvn17oqOj6d27N927d6VRoxiuv/4aUlJSeOqpJxFFkWuuGYckSSQkJFBZWUlmZia7du1i+/btfPXV16SlpfHqq68hSRKffPIZsizz009LKCsr48iRY5SXl/s0+Brw12DRokXs2LGj9gPPY1Q6MnnokTupdJw5zPafhN279/gSrTTgn4H8/HxkWWbXrj0UFBSwddM+du88zPatB1gyZwsZafmcPJyNJcTEqjk7EQSBrJMFGI16wiODadYynpZtk7jm2stJadaEJ598Ap1Ox3333QvAqFGjCAoKIiUlBaPReMbvTAP+fagzY+r06dP89NNPTJkyhfnz5zN37lwSExO55ZZbuOKKK/7AKip49tlncbvd/N///d8Zj/NqKEycOJHOnTuf8dj+/fuTnp7OiRMnSE5OxmKpuw4N4NSZmRsAAQAASURBVIvNjYqKplevXpSUlCje5UYxbNu2naFDh/DFF9No1iyFPXv2kJLSnOPHj/D+jP8QFBTk0WcSyM7OYcoUJTOKl/69b5+yamS1VnU8CDQJV+PAB5uUMLTdNjV+e3vxNM+W16Gk1aCpCepxScEDCTEmcrBoAWBD9arXdL6AV0vJ0zKAjNVxUlO2lmml/J5bugGvUyuXTZpjvf/UUMHjRQsAgQ+PtPFdJd6s0NEdkur1j9EoGBd6RMMbBavCl7kaMc8QkzLRLROLfft+ylDeAadmJWF/ySz8J76B26Fp02RSU5uzcuUK3JIqfr7XoVL0s3KUFeUyzVJCjqDQxE+V/urbp2ZYU7HGrlKqJyTdxLRT3zFo2U9MKbiYtqGN0OtkJFmm1GWn1OEi3hyKKAjExiiiiJMvbsH6JRu5/epnWbv/awyGunV/WZbZv/8kF91wIYJH02fOTydZezyb0dHX8UuWEiowp+BFvO+KJDvIKdnAD2zwlRNt+i8AvWPsfJexkbYhjRj/YDdlZaawnGGvL+DwoVPM+uY5rr56cMC6/PDDWgoKSln73dO0bhGP/ONaZKB4kxKSUOp0MGH1NnJK7byVejVbC5RlxxzXAd+9KNCGu0Gmc4/vGqs9oQiiuR1O23Ewl2MrsVLVedM64jLf9qWNVUr24DjFwbGvWGXkbfP1BThcNLfafdmdWZry67peoPZZQQhGCbEtx8vCbBmp6E0U2g4iCMe4IKoTOwrVZdhD1mWeLW8/80e+h7YfZIrz7WtuVEXiW4pK/wk2qfXNs6mhITsqlbTPW/LVMMUIg3Kdg06Vip/uVh2+LcTeAPQOV8MDG1sVJxAW2OZ5jsFyhO/3DPderI4syu0nCdQ3Y4KVMcOoifkVkSnYcwpBJ9IhtASCIapkPzQCjmwguqIR9vUl6IGdJ1V26bZt23E6nWRkZPjYGMXFxQwY0J+MjEz0ej0JCfEsXryY4uJCEFz06tmLzZs3nLOWw98NkiwgyfXrcKvv8v5uaLCf/OHtC23btkOn06HX62nbto0vnOSttyZx00038sEHH9K8eTNfNr7MzEzi46PZsWMHp06d8jGavFm0Fi9WdFpqcjIZNQtAwZ7vvzcsB6DCdrLO9xC4fCW82eEs0Ow9ewHg2sIUXe7iOhdvdyq2YaFTDUdz6qsvaNkltR0cHkFpkyFCU456rEGnhKNJsrqz2K0sftjdatiWNjyxNgwaNAi32826dWqIe5nGQXNEX71NbB4B7rJKNVQ/kMj1Qfda33Z8/mj1fLcSKtVIk6gkWK9+C5tUKDZmT5Naj/A45Z6EYDXcklg1pFHw2uweMWoAZ7Ya3pRWrHzbfstTr7Ok+E3Plmo/rSx5Ry3e+AwAfaPVh53SRH3HgrspdRGTAjMWpdOK3WbPVL9BJ9KVOu8sVO2UXcWq/XzCqjzHsiqLjFVhdaj1cEvqfXoXJxMTh7B//36/cyJDO/i2m8td1P2iMoYUSmr/PeFU2z6QJMjvh/ee1bY1GxN82xaD0qZOSe0zlfasM5bo8oi0y6htG2pOUrf1ytgjCqoN7pBVRlmuSwnVKxLVMVWQlXpaXWp7a9s+yKSMPWZdhG9fmEXVs620V9eG9T6vmoTjjXqlLJ2G+W2WlTqt+/4AMbogZFkmRDRQcFixe9M2q+PIvg2KvqiXifXVV18jCAKnT58mODiYxMREGjdujCAItGjRnLVr13Httdfw5ptvce211zBr1jf07NmLLVs2nhf2U4PtVDfU2TGl1+u54ooruOKKK8jKymLatGlMnz6dl156iZdffhlBEFi/fj19+vTBaDw7/RotqqaN1+l0bNmyhXfffZclS5bUavw89dRTGAwGnnvuuTpdz2Qy0aZNm9oPBKZOncr//d//UVpaSmVlJU6n8lFWUojurCbud/SoEh+/YMFCAI4fPw6IFBcXUVxcROCwm3MRRK8JWqfUmcr1Py7EqGgqKcKfFmTZATioOdxHq6fiZSRpWRw1hf/J1GxVqWwPlWH1RwoVB4Y/w+bMz+bUqVPk5eXhf3+/J/Oi1qHof+/JliY83OwOpp3+lrGbZwNgEETcsuyL9040h/Jiu6FcFqNoGZiNeqbdNYJ+z3/LB+/P55FHx9WpJkePZlBYWEq7VFWn4aVdO7ggrjHJ+pYAuGUX1Z+l92//dttbmsOGolO82X4EgiBQbnUw7P++o1zQ8eva9+ncOZWaMO2LRQzq3YbWLeL99rskiVnHj/Lqnh2UOFy80PpikiwRbK2xpLqxFQRBT4sWbbHbbRQWFvB7Ba0rnNXp0/6orZ8Gur6I4AkRlWVtaK0CvWDBKBKQzaA46v7ZXGBBELC7CvFvt9rvKWV4O4qO5EJx3UOpbDZlcrRz5zYAfvzxe0Bg9uzZftcXBIGIiCiKi1Vx0cjISAwGA0FBQURERPD8889z66231vnafxf8EW/MP/sNrB3/dvupJtvJYDD4ZAV27twJqJMYb+a9hQuVbIDHjinOhzVr1jQwMM5DrF+//pyzBjfg7wu9Xo/b3ZCd7XzDtfdfyKopW3E56v5svWHr3izcynxJwYYNyiL2G2+86dE+3uBbtIDzw35qsJ3qhrPOygcQHx/P008/zdNPP83q1auZOnUq8+fP55lnnmHSpEnccsstvPXWW2dd7smTJ2nWrJnfvlWrVnH//fdz1VVX0aNHD1/KTptNYZSUlpZiMpkIDQ1l8+bNfPTRR8yfPx+bzeY7RpIkXC4XxcXFWCyWGsIuakejRo3o0KEDycnJpKamkpyczNVXX43T6TiLjBMC0dGN6NixA6tXexkyWidEIOfUuTg5tJPTujulqh6nTGaNHudUoDpoz9c617xOJWq4dlXnVaB6ea+nTrYr3cUEaVYE/kjIssQB6yLq4pQCiIiIYPToUXz11ZdnPK7uEKr8X+V6hnDuT74NvWELlW4nLtmNXhSIMJjRo2fmqV3cvv1H/k/uzj2tFdZYr9TGXN+/DZ9/vpCHH7m61tALl8vNhNteIzk5jqF9lAnI6ewi9hUXcV3zFsxIexuoTX/LX3/svWMbSA2OZlgjxQH1xFdrSM8vY/P2KbRu3bSGMpRrbNt2iCfvGuW3v8zmYNzq5azJyWJscnNujhtKnDk0YBnK/Va95zO3QW5unmcsqb3/bSjayuenNvNhpytAs1rmhdXtXeEKVNaZtNeqMgnPdI7SX7IrtmDUhVJqP8mARqOpCiVktvgM9flnQJLduNyVnO1zPbn8AMgyRNT1SrXpe6nHyLJMcXEJILJ1q8J0/O6770hLS+PIkSOkp6f/oSLRDfj74t9oP9VkO+3evYuzHXvatWuH2Wxm1apVZ12PBvx90b59eyIjI1m9evVfXZU/BfsrNnCgcqPnr0CTe3XfwcoNtAnq+6fUq75x6lR1GYEG/PPx7QeriRbPLsqoLvDOJU6ePAnAhg1K8q0G++nfA0GuJ6GD0tJSvv76a6ZOncqOHTvOyUPucDh8nlQvWrduXWO6Yi86d+7Mzp07mT59eq0e1HfeeYeHH374rOsWCKWlpYSHh1PdaXEmh0xVKM4ckz6KEEtziiv2ejKheMtUnDcmQwxBpqYIgkATnUqxvzwmGYDFeWpozJaSTzhbp5RR3widTqEDXxV+s1KmVc2QV1i2jerMHfV8vS4at1ThCUGrzvCp7frhwR0QBB1Wez6SZMfp9rJTvPWv6kBTER7czredZFT1Myyycj8t9GpY0GqnYszKsjeUMJCjTbtdN6cUKAyzsLBQJYRH0wYRIR2qHasXqq+KuzSZSATNPZbZFOp4ZJCaHaSnqIa6NQ9VJgqNLWodk4PcSLLEN5nLWJK3ia+7X8fYUQoVeMXxLEZ9vZzlP73CoItrNnacThcP3/MWU79cxuqfX6Ffjkqp/vXzSvJGdmDQ7eOrnRcbG0turn+2krfemkyjhUZOWTN4P+0zvr7qAsa2T2FFr7aMuvRp3nvnPu59YGyNdQHIySkkKXEM8169iSsvVHTb9r28jevXL+NISTmPNr+aDqHNOFah+tsPlyjvzDFbsW/fUbb5tos0IQBeuNz+Ip3XXDOG3349RFGRstqTbOwFwMhIdRJ4XUo+X6RtZfLxDegFgfEtmzMm7Frf73ccVpIOVNozqbCn4x/6WhtUp1Qny2iSTJ2U+xCO+47ople0og46FYq5Q6rghG01MhIGXSixZqW9jhf97ClRRskUp3X+gmIMK38LgkL91oYOXxba27fdMULpKwZB7TOnrOp9rclVKN15gkoTD5GVsTxNUEMnM4vVMIsUT/bN4Zbuvn0nK1R2xC5ZCfOI0TX37auQ8smv3I3R2Ai9zoLLbaWoYhfefqv3OLK7hF7tO+fSRvH0vrk322dvp1+IQkGPD1HDB06WqN+ceaeUdphbttC3r8yq9EmzMRKnqwSbIwvVSRjYeV9SUlLrt+zvDO/3bk73xwjSndviTk2odNu5etukf3wbnSv+bfZTzbbT2cM7TkHgEHhvBjnwD03zZpSzOYp8+84lVEibRc5iVJi8dpdaplsT2hYY1UOJzgbe+5M1mfoCtUMgGPRqCJrFqE70dGL1/l1pV7/p3vDA+kRoaCihoaFkZqp2hl6vhqZ5bSJt+JOXKSzJ1cP3QP2WB5lUhnWyWdWdTJGV6IBYs/oMGweptldKsGI/9I4p9u1r1Vn5npk6qyHqQmyEelG7Yse5D6tskPzN6ju+4rhyzVMXx3HbI+o3yYtA9tN378/n2MxcbktVQ7faDlTrpO/k0V+M0CzIWVUlc/ceJawub5Naj9/SlTZZn6/e+6ES9b1JEzznuNXMiNqwPruzsFrdZU0oH55nc9+9D/H5Z8pibWSQshjZCvX7nqJZRPRG2x+3quFgGyvVDNU1ZcGrCwK9S6BmFZQ1/c/pVm0OvaiML8o33ovaps3KjVhMib49CUHqPcdISqigXmMHlgoqcztHUkL5bJ6QQC28mQmVbbUfWkxKqGCI5l33Dz/M9dyP6kzy3rP2fl0u9bl6x7aIYJUV20yv2L+3PnoxS99RFt3MokZCxaW+Q0dFJYQzs0yNXXB5xkPtuClJZxLG/+fbTw2209nhnBhTgRAWFsY999zDPffcw549e2o/IQCMRiM9evSotj/Qytj06dOZMWMGP/zwA4mJSue/+OKLAx577bXX0qxZM1599VVSU2sOE6of1C187plnnvakF/Y4ZoLaIAgikcEdyS/bgr+YseBzStUN2olmbbpSSj29TqkzoypjQysErUcnhuHyZb2rLfTOv520QtKiaMJANE53Pv4MsuphSuca3ud0l+Effli1Ttry69buoihUc0r9lRAFkWsThrO+aCdLcw8xFsWBN7hZY3p0a8mNt7/FnHkv0rt3O7/znE4XCxas57lnp3LsWAYfTbqHvr3awELVYIwyBvHTtLnc9N9nAcXRYffEyOfk5BAX59UlUtpBJwbzSsvH+CV/BS2iQrmyrcKM+u/z0xh4QSfuvvOSWu9n+zblY902RdU8enL7b2RVVvJ8y5tIDmpc06m/C0uWLAdXZI2/u2QXzx5YxsLsg9zTrDcpcW6e3LiV4Z0rCTPUpV/VBUq/8zqlaoNRDMZiig/4m+wLoa3qlNJe659DENaLQRh1YZRaj2DUhyFJDs7MPlNwcNlBnFYnhJzxsFph0Cuhsv6G6z+XgdaAPx8N9lPdkZiYyPDhw5g+fcZfXZUG1CPCwsJISkryc0ydz5j27jxeeP0pAJ/tBFr7Sf0uXxAxnG5h/f7sKtYL5s1dWPtBDfjHYfGczega7JwG/AGoN8eUF/PmzWPcuHH1GlN84YUXVtvnpfv279+fmBhl1adx48Y0blx9cmo2m4mOjg5YTv1C1VoSBD2y7KQmx8bkye9r/hIorDwSoCw1lGtUkDpx/6livm/741zFI11qPYUsS74VpLObGAlYNWJ+S21LAX9RUFEMRZLKUNlLAgZ9rO+at8fdiUt28W3RD9gcmTjdJdTsnFLaSRRMmI0JCIKOfnolPCtbr3rrd5Z+gySVIqDzeParTqIVNllJxUHfnnBDE992G52yQpHvVD34BeWKeLLkYydp9bG8/1cNlaobVH0PwW81oLhcm/5YmfB7VzcAws0pADQVVLZXS32sbzsoRLnnZqHqvVs13avUoZTp1PjUQvXKAXn2Espcdno1igCXcpwILHh+HGOe+ZKhQx7myXsuITI8GKfNzsadx1m+fj+l5VYu7tWSb/8zhs4WCeb8gm2PuvJbYkvg8ti+OB3DffvWFZ1kT/m3yjUEI43D+9NfN8D3u8WyjsMVx/jxtbsxDepIRk4xO1/+mk8/m4hoqi7MWBWzZi2jbdtkWuOGtGxyiiv4JesUT7UcRLkriX2e6u0tUlftvHzQZGO4b5/BobJ+thmU1c8yv/6nOkm7RNzMdXcNpWLhccWJAXSNVP7vEJVLmdPO/bsWs6s0iy9G9mN8u+Zsyc2HjZDrKMeiV1bjKjyrVU7X70mZLHBcOBnwl0yHUm4U6n2ekNQV02NFP3q2qoYEVu2fqvNXlq2AQBTquxpmUPuD9x1LsKj9q3OkU3NsBACrs9QVolMo7V3p0q62qk6w3EqlrxyX1BW67e7lvu3iCsU5aQxXvUkhQjRxlq5EGFIodaQTamnKybJlePuuN1zxgE0tp1vFDSR1asr+I7vJ8TAOdRrml6jZbq/cBgX2kb59eaKywqj3tp8BVjreBVxox8jzEWfOqXruZTbg324/gaAxSQOJWANkZGQwb55qA8kaAe5A0Inqt0XL8nC4lA+GJNWNXVQTZA3T2eEq8ezT1l3LjnVX26fXKYwRt0bwXFtmIIiiuuARbI73nKP2ogqbGj51prK0osde5giASV995d1ZK/Pr96GiosLz3qtt4/L7TijQMuCMnnp6hewBLB7BZoAwQdkfI6m/h8jq98g7ylvd6nivlcwpdylj+Mky9Zq63Uo7JxYU+/aZo1WGnPfRl2aq1zmUrbLR8hzK/fUMu4CeXADgS5Czp+Rr5R4FE1dEPu4754bmMuAgJVltD12yep8+ppSG+UWF5r322H5OpypiXexU+lpWpXrDp1DnAeUo7CyD5l3zsgxBZdn4PyP1mxfliRR4/v4XmPbWLwCkmhTWUnyQ+oyDNbPQUk9XNmiY1+7f2T+90DLt/LZFZVvR58SzrfZf2zllSFTaW69T2UlmzQpYMMqYZBbU52GQ1TpJOmUBIF/Dird6xi53Df3ZO7YJmv7jHY8AXG5lPifr1UVWnai8L9r28LsLz7VKrSd9+0rClEiBwf3asfNb5b01arThgkT1nhrJynzMFaLaopUe8Xb/pBPaZBX/nEXRs0WD7VQ31Ltj6t8LbVhbFIJgwOUu9HTs6s6pW265mffff79aKTWXXcMvsptKRzYOZw6CYEQMQMGuDwiCXuOcAu+EVhBE3FIFywrnY5UqcEp2JaOFA49zquoETW0nr1OqJoiCAcQwJMlrEGnbsb4GL+8k0ltPoco+qcqx3uufaTiQPcayl5XiPRff3zZHJjox2Me2qIo02x4O2zYjoqNb6CCiDY35OXcte8v34pScNA9K5YLIIcQYG2GXbGwvW8vhrN3YJBvNLc0JNw4g3hTFx2lKlqKJu9bw8mEDPRNieGZAR9qHtObCrs05klnE/979HlAYX6lNY5l4+whGt0+ka8sE5EPKh2fp/lO8+v0WNmXnEWEyMiSiEzck9UZLNzGJoUiymxEjRiDJTnJLN7NU2Oe5e5HFxQUkB4XxzHsLuGbiVCwmA4IAvXopToiCghJefeUrvv12BWVlVi66qCfPv3AriYkxPPfsVL77bhV6vUjjuz6ma0osXVPicMsyw2JTWXHmJCl1QCCnpIJZn6xgVFSS3z675GR13kneObqRbFs5P40dxoAkxZkYE6T0wVLX30OgVzHstDpwUDOrT8tM/Gc5Vyz6GCy+0JTa611wqrher6840EF1TnnHkQY0oAH1CcV++uCvrkYDakQg9vmZ7afy8lKPOLJE9Smceq437EcIIIfgRZntJFZnHiVCCLFBXbFKJtLsGyhynkAUdDQ2tCHV3B+LGIpVKuFA2W+ctisLnK2C2tIv4kIERBbk/MahimMUOgqJNITQMSyZJ1t1RS/qeGfTJn7LyeFEWRkRZiPd4qJ5omd7esU28quLLMssytnDgpydHCrPJsYYRb/InljkHuiq2L+y7GLIkCFIsoMVJZ/59h8+ZKF/VDu+X3eYddk5ZFVaSVkSxuVdm/HUJT0IB45lFPLCl6tZuH4/ep2OMX1b8/z4C7A5Xbwwdy2bT+dxoqCcGJOF7pFx9AwdQaI5lj8aXqdUA84fBAWbOXIwnb9DZEgDzj/8Yx1TL7zwAi+88EKdjvWKqP1Z8DpbBMFQ42rV0qXLEAQvo6O2SZRMubuYkACi3w5XKU5XKXp9JMgyTrd39eL3TyhlWUaWXchIHmaUHlEMRvKkcpVlCUmqQJJttAvuhl4w8EP+1yAI6ERLAMdUzeF7NUEUDCAEI8mB0z//ftQkJC2RlJTEVVddRXJyMkVFRcyZM4dDhw4BkJqaysiRI/1KWrRokSdzkExUVBhXX301rVu3pri4mDVr1rBmzRrfuV26dGHu3LnodYHjiLZXLOGCIf0pLS3lt+0/ISCgD4P7J95PWFgYX3zxBZ8f+4CbEm7n57wFOMxW7njwduLi4pg5cyaP7p9KtCEUu0nm2muvpWvXrpSXlzN37lx6fbGIGzKymLN6P+PHj6dt27a4XC7WrFnD0qVLCQsx07WlEgNfXGln4e6T3DJtJQMHDuS5ex8kPz+fKVOm8NueY4yMvgujxxkqyzJuHMTExPDAA/f73c+ePXtYvXo1QSGRDL9wFLe0aUNOTg5ffvklw4c9xvIV7zB2zLPk5JRy5513EhkZyfTp0+na5TaGDevBli1HuOOOO2jZsiWVlZUsWbKE1xdsUHhuv1Mmz+EsxF9PzB+3PTqSnBl7kGXIsmey+MgK9padwCm7SQ2O4queVzIgSR1KGwcrq2T5jvpYYQ5k4J8dlNC2qgLdZzIoqjpn/1zIcn1m8PFOcKqPNaKu/p1uinPKGyr5z3Pu1QWyLCDXc4ri+i6vAWfG39l+qgtWrmwQPv97Q6JDhw6MHj2auLg4MjIy+Oqrr8jJUbRQ+/TpQ8+ePf3OmDlzJqdPpwMumjZtyrhx40hISCAnJ4fFixf79NP69OmD2Wxm9eo1Aa/skmyU2U4wbtw4tmzZQlb6Zk66i2manMRDtz+L1Wrl008/ZUPhUboHj2VzxTfENI7k6TufRJZlPv/8c77M+gSn5CQ6NorLbryMNhp75Zot39EhLI79Qjnjrr+e5s2bU1ZWxoIFCxg8eykLLx/CkCaaDMZ7t/LRsT2MGTOGW3v14sCBA3z11VfEiScYFH6NT6LD7i5Fxk3Hjh0ZMmSI3z2tWrWKT/cupkWLFlx22wSaNGnCsWPH+PDLL1m27xTTnh1H3/s/I7pRYx574mkcDgeff/45CzdPJTE6lFy7gauuv5WmTZtSWFjInDlzWHzkU/6begcQxx+JWyeOaHBOnWcQRQHqLC3TAC8abKe64R/rmPr7QWUaOF25+IdzVBfDLSsr8VCvld9DzAm+X4vLvaKJapk/FkwmcFhg1RC36hmi6oLECFXgOKt0E7IsY9CZcbpLERAIMyQRZW6LS7KSXq4IObvc+Xgn86srFUFpSXZoqK/ae9eGzOlRQgFV6rjTMxltqlOpwrmhSiie1ZlLQcXOGuseGdLRt91WVjV4BjdWXu/lWWqbGD0MJbdUib0K+6sq2rVrR1RUFDt37qR58+Zs2rSJgQMHsnv3brp06cLEiROZOnWqWrYnzffIkSOZMWMG3377LRs2bCAqKor//e9/zJ49mw8//JAuXbrw0EMPMXfuXGyOTMo9+l4moypq75BtXHvttaSlpbFlyxYsFgu7t+/nm2++4fTp0766zNw/BZ1Ox64Nu1i5ciV79uxh1apVXH755WzcuJHbb76dwYMHs2rVKuLi4tiwYQMjR47kq182EBcXR9euXdm1axcWi4VPPvmEd955h2ff+IQJ6Phi+xFmbj3Krrwirr/+eh577DHefvtt2rRpw5YtW+jUqRM2tjC0kRIa1z0ygo27IDg4mMhIhS6clZXFgw8+yIcffsjq1at5/PHHCQoK8p2/Z88eOnfuTKeOt2A0Gtm/fz/z58/n+PHjrF+/nmHDhrF8+Vbat29Pamoqe/fuJTo6mh9++IG77rqLH3/4gXXWHTQ2qyGc2yXVkeMV8BSd6jPORSPmWXkIf+eBhMp4gRa6ODZN3cszrU/z/tGtzMzcSdumMbx69WBGD+tCq6YximFZooboGQ5kkhAWRKGzgCCd8l6Hevp3hV3SOI9rg+qUCjI1QxQNdNO3DHhkmkOhbB8Vdvj2aUV9dWIYbqmUumgvVUW0HOHbzrGqbeulf5e7VKp/vFkNq5E83S7cqBGrdSr9O1evGsPF7MXrBKu0K9T1FY5JKM4kAZ0mxMQr6nu6eEW1emrDW/QeurokWX0r7F7aOkCJXqBCL5JldZBjV/Y3CVLHiWizSj1v7lacWuXRKhv1dKUSQnK8TBUXVUOPVHaayRCHyRBFaeWBavVtQAMa4I+awveqIjW1Bfv2KWxc7fgQSGhcG672R0CnU8PevOEygiZER69hRathT6rz3RvCV1v4nnbcFjXhid4QPJ3mmi63Oi6dKRRJr1nsNOir6yFqRaK115Sk2tnAvXr1QpZlduzYQa9evdi+fTsdOnSgqKiIUaNGcfHFF/PTTz9pyhexWit56KGHeOKJJ5g6dSqbN2+mSZMmzJo1i3vuuYe1a9cyatQooqKiWL16NS5PmJdJ8wzCpEhygccee4yXXnqJEycW0qJFCzZt2sT//vc/oqKi2LVrF23btmV92TQaN27Mzp07mTRpEoIgsHPnTjp16kROTk6N9sqvmSfp1asXSUlJ7N69m/j4eJYvX87YsWP5z8oDTOnShQqXgVPWAj46soc333yT3r178+GHHzJq1CiuvPJKLr/8csymdFoENae1nEyBo4CDZYrWltd+0uv1PPPMMwwYoEgivP766xw+fJi9e/cycuRI7r77bnr27Enn2z8kOTmZrVu38sorrxAcHMzOnTtp3749245mM3LkSCIiIti5cyctWrRg8+bN9O/fn18y1tDeco2v7Zwu9btX5lKEtd0aSQCt8HagMEvt/CNUr4RPbpu2i1ZmJYSvY6TyLW1kUt//Srf6jtncyjtu0oSWGTVhpdZzCCf12gVGvVZkXS3f7RFs14aWSRoRdy8zr/b+WR1+4bWo9lixoCxehsjq2CUFWATUaxI7GD393CGq9dSOlt4+6Z/AoXoYsXY8dAY4rrZw6nIpl8axTbHJRZTjuQ9Jta20QuhxbuU9FuRWvn15BiXMuJh0TanV79373BSCxO+RwGjAPw0Njql6RaAwmMDCwpmZGYSHR1JScqaBVluGd+W/qnMq0CTz7LLJBYYLt1RJkKkJgqBDkAQKbPtoHNTTU25N19CGCgViXOh/R50C4VzLCkQp196LwNKlS1m6dKnv19atWzN8+HDfyl1aWhr/+9///ErV6XRMmzaNO++8kx9++MG3/8MPP9QIgp89rr76ao4cOcLTTz8NQFxcHA888AD33HMPo0aNwmq18uCDDwIQFBTEI488wjXXXMPUqVOZMmUKrcPDOVRSQlRUFOPHj2fDhg0U5+Xz0EMP+a5RXl7O9ddfz/vvv8/0HUf54UA6d3dszR0rNhAREcGwYcMoLFSMkd69e3PVVVex6sdVjI5THFOiINAjvA0b1v7G4gU/45BdBAUF8cQTT/DNN0pmlSeeeAJZlklNTWT69Ol07NiRUaNGMWXKFK666ipOnz7NE088AUBUVBQPPvggEyZMYN++fb79ABaLhUsvvZQffviBGYcP81BTdzVafG2otGcS2Hns38+GXNeNuz7/jI0FmTyY2oPX3hiKQa+D6JozYDSLDiW7tKTG3+sGlV0oauL2zwXeyZvbFxardRjXx3hxblAMN+94qa0XKIaURndBslNz5qqaGGCB9ztsLk7s/d3xn7VAwGxsVM8MsL8eDToJDfirUVFRiV6v1+g6NuDvBYEvvvjC99eXX37J4MGD6d69O8uXK1p/mzdvrmY/NW3alNdff53OnTv72OmgZIP8PRmn7r33XqZNm8bkyZMBJRPl9ddfzyeffMKECRP46aefeOONNwDFzpswYQKvvPKKz15pZIyuZq9s3ryZzZs3+64RGxvLqFGjeP7Xdb59u0tPodPpeOCBB2jbti0nTpxg7ty5nD59mvbt27M9fSctgpQMs9HGaFoEJTPvu7lUllVilWxceumlHDp0iA0bNgCKHSgA8RHBzJw5k8zMTDp37syWLVu46667+Oabb3jnnXcA6NixIzfddBPvvfceixcvZvHixb56tWvXjqFDhzL/s1m0V2WQ/hAMHN+NpVM2/rEXacCfipycAgx6PWE0+6ur8o9Cg+1UN9TZMeWdkNaGsrKy2g86r6F1RlVnSnn/xcYm4XIJtIwcBkB/k5oZbb3chKMViwnVJ1LqOq0pM1BYjVe0W5vFjyrbtU82K1xqalvF8y7hlmUqbCc1ZUmUONIIxAYrrTyE2kVUbRVRsAACQaZYTIYYzJoVumayynQSPeU4pLp0My37Skdf/cW+X7Ti0HNPKyyVw8J23z51NUHGZIhFRsasC6fMdgKDLhSH28sqUZyBRqOB2NhYmjdvTo8ePXjrrbd8ZZnNZpo0UZk6p06dYtCgQUiS5HFK+WvMeGns/jAQa1aefZdgNZ3thio+jZ49e7J+/XoizUY6REewbt06XnnlFb/fjIKeQTFtWLdunc9JJcsyTS2RHC5RVmuSkpLYtWsXAHbJI16dkEBUVBTXXnstixYtAmDNvhzGJTankWfVYufOnaSmpnJo+y5KXHYOHjxIr169+Pbbb9kh/UhWpZVcbEQ1kjiSUYLL40B46qmn2LBhAyUlJaxa9R7HT2QydGh3pn2xiBdfnElCQgLZ2dn+9xgZytCh3Vi3bh3XXKOs5t13/5V8/NGPxMfHExcXx6WXXsqkSZMINRs5Xl5OpmMDV8YrbLl1uWp45PFShe5vtZ+u0u5a53FVx5T6zNJdhSxZvpXNRZn8p1snHuvUmrxePTl86BTHD2TRonkCAy7ohG6HylSyHz1OcYmdFL3JV+pgo0LNP+jawE5OVn0JzgClbt6VysVWNcNNuEHVvWpOawBKNemcnW51lSksKAWA4vJdVe5T6zz2OsD9xwut+Pgpm7ry1bhSyeYVb1BX/Sx61YGWbvVogWjK6xKhPJv84vae8jYhCAYMukhE0YjNkYG/HpaLzqHjADht3UiufVe1+nnHAyXEWPmtb+htvl/3u38FQKdZJXW2KYdYPfsy99O0pAsA7cPU3+NC1dBho4f1VuJUHZ9FDuXY02Ig55ZARFBbTIYobokajl2y8W7a+cOYkmSVDVefZZ7PaLCf6gtKH8zOzsVsTMAlujAb1e+mw6m2nz9zoG4QPAwFLzOzLtCyK7yOc60z2uU6c1mBmBha1oLoYVTrNYzQIJOqDWQUq8sB6GrVGlXGSb0mG7PTpRVfV8Zgl1utu5YhYzJUF8nXpq732j7BwcFERUXRs2dPgoOD2aH5ToaGhvrsJ4fDQU5ODmPGjGH16tUep5QJhdMh4XK5AvahYJOy2JcgqMkyQnFzuMpxPXv25O2336ZlUAsKnQWsW7fOl8GyZ8+eLFiwgHiTYi+uW7eOSy5Rkg1dEDGc1kEd2V66jQLXrz57pbExhVbBbfmtbBlxcXEkJSUxbNgwJk6cSKgujB1FoZhEmUyrjNlsxmQyUVBQQLg+mBJXBcXFxfTo0YOlR38k0nSMRhYroiCwbWB/dKLI3oIi+s7/mQkTJjB16lRiIkP4+eP7OVLh4uJh3bnzgfdZtfYAwcHB5Obm+u5jypQpDOrdhuy8EtatW0evXr0AuGtEV6av3k+jRo1ITU2la9euvPTSSyQHBZMYrBGutqrOv9LKk553oLhau9cFVrdicx5aexyjqLxvQTploDeLGrF5zeDvkjw6YhobLNLSXC2zmh1XO2RP/6y0q/a3NiGClz3ln3xA5RKJosWzLxBjKlBiAxU2p8qSKhDUBDuVekUA3KKLDFjnCpfyTN0aEXav/aJlftmd6n0EGrNqY5MGqrter0atBBKeL7NlMmj4cA4fOkZesfI8giW1HpGatg3SKXUO1bDqCzxt5nQFlmfxMlCDPH1blt2UW6smB/tnosF2qhvq7JiKiYnxxUKfCbIs1+m48xtnYjHJCIKZ2Nh4oqOjyNxd/chQQyItgkdwrOIX/NkbZ2pXdYJp1Efjlqyagfb3sorqAu1EX6mHTgzzUdotxuqGzNmj6kT697CvBAye7C2hpqYY9REUlO+gKlumffv2fP755yQnJ7Nw4UL27t3rK6Fdu3Y+VpTL5aJ37940a9aM9HSFoiqKZhITY3jkkUcA2LVrFzNmzDin2sbGxnLkyBESgi2kRoaxt7iY2NhY329ZWVmE6s1EG4I5Xpzv++2qxl04UJ6JDIwbN47u3btz55130i+iOxadmRUF65k9ezYJCQkUFxczd+5cAPYUFfFqr544PY7C4cOH07JlS2655RZCQkIwmUxERyuZZl7ZoaY3N+hE4iOCiQoxk1ZQzs0338zll1/OwL7tGHBBJwZc0ImPPvqe//u/6bz44otkZWXx888/++5j165dxMSEExsXxeHDx3z3sXPHUcLCwvjhhx+Ij4/n0KFDLF++nDKbgxsuaMdnG3/jokZtCNbXJIha1WFbk1OqOqKSTNi3SHSKimRVZhZjk8fhcikfckEQ+PiTx7izmxqKK8syx0vL6JcQ2Oj4e0DtS6IYgoCIWyqjJp2tPwIOqYJi1ykM+ihFS65a/WpCIBZqTYzSwNi/5wQ63R91nwImQ1TthzXgX4MG+6l+ER8fj9sVzInjZ+98asCfAeUdHj16NE899RTNmzfntddeo6CgwHfEqFGj6NBBydy2f/9+brzxRpo1a0ZamveZuujdu6dvcWrx4sUsW7bsnGoTGxtLUVERwfogHLKN4ir2U1FREUG6YJBlioqKfL8lm1ty1HqAbWWr/eyVvqGXUOEuIiEhgXnz5pGUlMTmzZv57bffEDX+iQRzDBVZFWzevJn777+fV199lREjRtCmTRsaN25Mlr2Ye/fM9B3f5VgUv14xki8PHyMuLo6LLrqIO++8k+sv6UWPDsl0S0rkvkc+4oefNjJv3jymTp3qay/vfcREhSJJkt997E3Lo1OnTnz88cekpKQwf/58Dhw4QM9Q1W75oxDfMoasI3m1H9iAfwx+/mk5giAQa+7wV1elAech6uyYeu655xoMpt8N1aFy/PhJTp5MJ94wMOCRYYYmNA++iGMViwP+rkIrVOy5iuzCYkyk3HYE/0l4oHPPJK58psmhl6mlZWuJfttCtcnmuUH0ZV/R1qd+w45M+giiQ7qSX74VrdNix44d9OjRA4PBwPz583nyySd58cUXAdi+fTsDB/o/v8LCQp/DBtlNRUUFGzduZMSIEYwePfqcHVMlJSUEBwdT7nRR4XQSHBPsyWCj/maVHFS6HQQHq7+ZdQYOlOcyatQoXn/9dYYNG4bJquOSZsNxyS42FW/z6Rc8+uijfPvttwwYMIBmoSFkVFSQGhbG4PjGvPvuu7zzzjvs27ePyy67DEEQKC1VVmB27twJQHFxMRdeeCFPXtKDR7/+laSkJC6++GIOHDhAt07NmDLlJ2RZ5qEHJ/Poo48ycuRIhg4dytCh3Vm1art6j+VWysutfvcx7prB/Oepz+jZsyeCIPDWW2/x0UcfMX78eO4Z0YVv1h1kce5+xiZ0qaEFq4aV1s0pBVDqqYPDLbHsdCZBQWZWrHyXli0TGTvmOf77zOfcufh53/Gf7DmM1eWmeVD10E2Tb9Xb60SpDX+UALkavicKyuq6Tgz1hPr9OeRgoxiMhEthF9Q4VtSlj1cNd649pHPoxT05nZ7Lof3nPrE9UnGA7MrduGUHEcYWnI9C54EgIyDX833Wd3l/NzTYT/WLjRs3gRQ4o20D/i4QmD17NrNnzyY8PJxNmzaxf/9+FixYAMB3333H/ff7J0kpLCykY0cvk14mNzeXjRs3cuedd1JQUHDOjimvbZEnZeOQ/G0k728OD7MmJCTE99vhyr1sKlnjZ6/EG5qTaulCpZzBjvTf6NmzJ6Io8vnnn/PGG29w3333UeaqwCZItA5OIckcx/jx43nvvfc4cuQIe/fuZd26dZSWltKqVStmz54NwJYtW7jjjjs4WlLGN0eOc/uDD7FkyRJyc3O57ap+iu30+Kd8Pv0Xpk6disPh4LHHHmPkxb1YvGSzaj8VZlFhtfvdx02DO3DXx0vo0aMHRqORH3/8kccee4wP33qHoZF/nDNcEARs5fbaD2zAPwr33HszX86cW7OyQgMCosF2qhvq7JiqawaXBtQE1YEkyxWYzRbGjRvDlM+/A6BjeGvfkQPClFUMmxRZB8cU+OtagdNd4smI5/3tTC+uUqfi8t34T5T9nV3++73/ex1RYsBzksL6+bYr3MqKSTypvn3dwyN82zlWZYRza3iJA8Q+yoYBDuk6IMsSO0u/1lxLOWdpmZpWV0s7Phig9lqEGJXMKd4wRtkvu5vW4QZOp5Nff/1VYzRpoUcUgpBxsHz5cuLj4+nYsSN79+yjsLCQ2bNnExMTw4UXXljtzDB9HLL1GCIiCbEmuoUrtOWPqzCWDx06RNeuXUkrrSCttIL7hl3C4cOHfb+NHTuWSreDBTk7GD9kvO+3WRlbuOiii/j4448ZMWIEx44dI8nUjJmnlnPcupc4UzRNzMEcqDjM8uXLefLJJwFYcjqDJaczEBHoFqGwqW699VZffVq2bMkHHyjpur0ZZLztl3jlcOwzVhEfH0+vXr3IyEjjvofH8dCDkykvt/LAAw9w0003MWTIEEpKSohrHInbLXHo0CEGDhxIVlYBM2cs4fbbb/fdx0MPTqZPn/ZER4fx888bWLlyJf/3f/+ntH7n1gyMjWdD6X4mdk0m+KhKdVap394+gubv2nHIuZogRwcuiR1AWkYH4twtsVZO447xz/HB9GfZvfsoo0f3pXDNHiKDFQdP2ukIxsX3JMmcSoGH/d08VHGWNAvpwg7bOhzOAmp3TqnOFqcrDxAoKleFK4vwhuXJnORnqvZzrShvF50SMryaXXjfa70uAlG0cEuju3zHfV+2BNnTr/LLtqENIwTIllR2XJ6oPJt8sb1vX7hTZQptLFUSA2gp5kXC7QBEotQtydiZY86NIAs43WWooYSqk+eoYy0ANnegUFgv/B30R9nm+6W4fL9SD42Q55Rvd/je16+dJwCQuNL3+8Uu1bmVFKQwT0s0+1bm7eOQdQUVklLnYsdx1PFCoMymCA7/WliAS24wzP/taLCf6gvK2NSqVQsaNWrML78s8wtrCzJG+7bPJZTvbEL4fs85tUHUhNgJ3hAeg/pd04p9GwVPqJ+ghu8FWVS2bpEn9KeoXB27vWOV3ZGr2VN3va4wixKCV2HPDfBr9cXOkpIStm7dSsuWgZJ3KIsSep2ZhQsX8sADDxAeHk5JSQknTpzgxIkTDB06NGA9BIcyNpe6t9LK0p1IQ2MMhjzWVImIPXToEB06dPBJFbRv397Pfmrfvj1fffVVtd82laypZq8YDPH8XPgdJc40wnQJGAQTea5jrF69mhtvvBGAJw4qkg8R+nBSg5uz9fgOLr30UgBMJhMnT55k+fLlHD9+3Gc/uVwuosOC2J1qpMjuYMKECTz22GP07NmGdpcO5YknPuHjKYv49NNPiYqKYuzYsbjdbpKaxvndx0svfQ/ArXep9/Hk178yuE8bTFYbS3adZO3atbRq1Yoyl53GZicGUXnHtGLc5xrC50VR5TEEQeB4TgnplYoYf2KwUr5NUr+lpU7VbsmqVPp3ueabqQ1V1eujPG1V1wQy6nstS6q0gaTZDgy1ft6wP+053lBbk1Ede1zuSs12seccNfzP6lDZgl6bympQ70MryF5S4Q1GVT0/IZYWAOh1qiiYQSMM73BWH4f8w4zrBm34njcDu3YuVOkuZdI7/1MSZOkVm0wIVe1YwdXCt6332LcVqGWWuZWQ3wqbVvxchSw36Ab+23FW4ucnTpzAYrHQuLEalvX222/7HRMeHs6ECRPqp3bnHdTJcWFhIZ988qlfVpSaUZeVeH/nlLqvNqdUbag+UfQ//8/x1uoEo+dSWtHm6no41VG1TaDmdtFq28Bll11GdnY2WVlZtGnThnvuuccnPu5XmhCMKOqRZZGysmJee+01vvvuO5555hl+++03QkJC6Nmzp5/jKzw8nEGDBvn+Liws5JV93/NV1wcx66qzR7766iuefvpphg8fzunTp3nkkUe47777AJgzZw6vv/46V1xxBXv27OHJJ5/k9ddfB6B///7Mnz+fp556iri4OOLi4sjLy2P//q1069aN2NhY9u3bR7fW3fjf//7nM9wA5s2bx8SJE9l64gRt27bFZDKRnZ3NwIEDadSoET/99BMj+rXlwh4tkWQJMSGBARd05vv5vxIVFcWyZcto27Yt468bRqtWTamosHHllVfy4osvcvvtt/ucfOvWKh/hb775hhdeeIGRI0dy/PhxJk6cyOOPPw7AoEGDEASB3buP0bdvX5555hkWLVqEThRo0yKBixKa8OzOTZQ7nQRGVeaR1ilUNUTUHx06tKJ7qaphsfGze7n6v18zoP+9AGzatJ979x7hv6O60z4hiivjuwGQYa1eliCIBJuSATzOKa/hEYjBVZUJdCZUZYNVd3hJsr9jzqudULV+gp+juT7gpqY+l2DsSIGhBLszn2BTIgXlu/gjGFuyb7xQ2qlFi5bk5OSds6ZPmn0LyaaeHLApTjNFk8VG3cakfzYadBLODQ32U/1h27ZtvmxZDfh74sYbb2Tnzp2UlpbSp08fRo0axZtvvlntOO/3xqCLYNu2baxcuZLvv/+eF198kX379hEbG0ubNm00IX6QmJjoZz+lp6ez8dRCRkbdEbAuU6ZM4csvv2Tx4sVERUUxZswYunVTvtNffPEFS5cuZf78+QDccsstDB8+HIBbb721mr1y8uRJ0tLSGD58OFarlbS0NC5IuYCJEycyffp0QAk1/fzzz7n00kvZWrKD3r17U1paik6n46mnnmLjxo0cOXKEG5u3IiU4lKAE0AkCl11/AQ9OXki/fv0IDQ1lyZIlTJ78AOnpObzzzmwmTZrE0KFDueeee+jfvz8A8+f9BsDUqVOZO3cuCxcuJCQkhGuvvZa+ffsCcOGQi8jIyOBYUSUjRozgzjvvZOLEibQMC/c5pf4ImM1mEppHc3jH2WtDNeDvi6eeepJXX33tr67GPw4NtlPdUOcRadu2bfTq1YvZs2czZswYANxuNxMnTvQ7ThAEWrRoEZAd0gDQThifeeZpXn/toxqPNPlWwM4Ujle17Kr6ObWhpmO0k+KzLc8jRiy7/FYB6h/Kvcqyy7eqGPiYQPv870UR2Dvh+Uu5B4vFwosvvkhsbCwZGRk8/fTTfPvttwBkZGSwZs0a5WgPDVoQdFzSczwvvfQSW7du5dZbb+W5556jpKSE1atX8+GHH/rOPXTokB+NfceOHbyyZw9HKrL4NE2hq1ssFioqlBWLnJwcLr/8cv773/8SFhbGCy+8wC+//MLkq/vznx82MWLECF544QXi4uL4+OOPfVnwGjVqxOLFixk0aJDPkNu4cSP79+/H6XQyYcIEUlNTKSoqYuXKlbz99tsYBD1O2YXVavU50yIiInjppZeIjIxkxYoVXHjhhbQIM/PVKzfxwGtzCQ028dE7jwFw//3v0LFjR95//30yMjLo3/9WRlz0KLIsk5yczLJly3y6EaBQ+tPT0ykqKmT06NE899xzREZG8tprr7FwoSL2LUkSEydOpGnTpuTl5fHdd9/x4Ycfktg4ipBgM31i4nDJMnuKCwB1xUZ93l6HgbaPaBMG1Dy6L1u6lu4hqhHctVUiu2Y8xHOL9mEyGXjxpdt5Z9x/eOi7dSx/5LIay/FCEASCTck4nIUB6hAo62ZVtldtqL5iLckSB6yLAh/+p6DmEDu9aEZv8gq5V7333w/FKeVG+4xPnDiB2+3iXPW0InRJSBqBY0EQkWX13WrQCmqAFg32U/2iUaNGXHXVWD77bOpfXZUG1IC4uDg++OADQkJCOH78OFdccYUv8cr+/fsJCfEXbdfrQmjerC3XXnst1113HRMnTiQhIYGcnBzmzZvHZ5995ju3bdu2fvbT999/z/dpC3BKDg57Enx47SeTaOLXX3/l8ccf5+OPP8ZqtXL11VeTnp7OTYmXMHP3T0yYMIE333wTWZaZMGECe/Yo7LLw8PCA9kpaWhqiKPLUU0+RmJhITk4OH374IZ9//jk6QY8sy1it6spUSkoKDzzwAEajkTlz5vDBBx8wOjGZt7r1RRAEIjsrx4lJ0SzfdowbbujHCy+8gMGg45pxgzlyLMv3Tdm+fTt33KE64N544w2cThsbN27kwQcf5P3338fhcDB+/HiOHj3qa4uXX36ZRo0akZGRweOPP87cuXP5rO9AqI089Dtgt9vZ+euxP+4CDfhL8PXXs/7qKjTgPIYg+8cv1Yi7776bffv2sXbtWt8+t9uNwWBg4cKFdOjQAVmWefzxxwkJCWHatGl/WKX/LigtLSU8PJxz1TsKCwvz6fT0Db/Pt/+WpioN+6FDU7E7cz0ZIf78dO7nBu3E2D88MDast++vzsIA33aUQXHCDYlXj08wq+yXw+XK6ug3WQoN1C072FGipiP2tk2Qh40CUGk/ib/TQRtqqENtSy0jxdvGgZhWoNeFIwpGHK58FOFoC6GWlr5J6Pjet7FuywrSK7ZQ4vbP2JVk7IJbbyKncjsS1Zk9vWIasSU/DwSB5ORk1qxZw6233or+5EGe7N+BBxdvZl9+MQARZiNvje7Jzd1bsuVADg8u28zWbIUqbBJ13NpkCLIsM/XUKlwB0tVH6mMBmSJNNkYBkXZBfWgX3I+lhdMpcecTpg9mWExPfshe45cp5baLuvDSjYO4eeZ61q7dzfQZTzNmjOK8eenFGbz00kzcbomUlMakp+cQGRnKhRd2Zf78Xwk05AQFmais9A95Mhr13HrbaIYN685jj35IeroayhUWFsyQod348Yd1nM6YR+hrc2j04Xe8NKArRadU59DkrK9xusqwO7NQnrnXKell8YDqEFIcJ6Imo5HJEMWTT93PvPf2+fY9mtwUgIEJ2VS6XeTZK3nn4AlckpsJTUewvUh5V0VNVz1aqj6D74uVyZTdqd5PiDmFCnuaJxtMbf1c61jTafZp2TpVnclah7VWE04gPLitr2Rt2F50kBJerA0Rya1Uxf9tnjCQZhEjfPv66Dv5tmcXfQyAy/eO6WgcrvT5K0IG+47LqlT7woIiJQRC70lMAHBh8M0AHLauJs2xmZo1pLx9VofRoFDsZVnG6cqhantcccXl/PDD937t4KXKA1wScq1v2xuGua1Aper/UvIe4H1fq7azhF4XjSDo6R98Ay7ZzrrSDygpKfldKc//ani/d9O7PEGQrrasX2eHSredW3a+8Y9vo5rQYD/54/faTqDaT9pvvsmg6k4VVyjB/IGzaf3zoM2E5w2lAwjSKeGLjWR1n1lW2bAlQhEA6c6t6r6K6llCtaHfZ87gBf7jXVXUxEAWEQQTICF7QrVEIQidTgk1DDEn0LdfF1avWYbNkYfkFwItYtQrdrHDpV3QUXFxzFCyHbnsqdhPt27dWL16NampqfSVU2gZ3IhP0pZR4lKcRUnmKO5NGUGKJZVtJYeYmv4LxS7l2xeiC2NQ5GjSrEfYW7G12nUALLoYHFI5bk0Yp04w08jckSRdW3ZXzMMhVxChj6JNcCc2lqzWHCdwZ7OuvHZ1G8x65dtiGKhIOLgG9eeGG19h9hzl+Jdeup0nn7oet9vN8GGPsnZt9WxJRqOB7757AZvdwcMPTSYnR3neLVok8P77D3P4yGmee3YqpaVqFrSUxpE827Et17Zuxi8bU3z7vz6h9sWfSpUxyD/bYiAImi312yyIRho1iuGaq29mxjQlqU5n/UUAxOnVkMEKtxq6lYkiVVApqO9fiaRmGs4rU5yOkiaDnve9rf2drX+ImkyZWhg8dRIEdT7jcKn1kyTlPTQbVR1SbSbNStspwD+81uDJlhcR1My3zyWpfcQbqqt9BtqQ4Lq3z5kzDQLceOMNfPnlV76/vSGWAEmhfXzbwSh9tkg+5duXVaww/GoKHfYyYUMsyrjuzcr3T7YNGmyns0Od6SwrV670ZRerivj4eJKTlZdozJgxPP/88wGPa4A/brrpRj744MMzHiMIOkyGWGyO09RV2PevR00hSH9EFiytgLvaNpJkp7qzqTpLZuLEx3jrLS293Du51042veWomfzMYhNAVkKfNMwIyS3T2NyWxkIbbFIZdqkcg2AiSIxEFEROi1lEGFMRJLVdrolLJs+Rz9dZX9LYEkTLnj345JNPmDlzJitXruTLKwYwoGkcW28ZzZGiUmwuifYtojB6jJpujaNZe8PFPLfwEG8e2srGYePJLFaM1BGxXdhepHTzY2WypzVEgvXK4JgSWk6RswSLaOZYaZgvJe2l0ffglO1cFG9AL+jIsxeR60rjg94DSA4OJfXOFny1cg/Ll29j0aI3GDa8h+9+/vvszTz62DXs35/GgP730qNHW5b88iahoUGUl1t9Ge28MBr1GAx6tm49xO7dR1m3bg+HDqaTlpbNp5/8yKqV21m6bBImk5GsrAKio8No2jSO/PwSfvh+LevW7eYynUj7mAh25RXRtMob4pbKNc+yqnaa9znX3K9ef+0DUi2Dq+0vdtp5Yvdq9pXmE6aLYGLzMTWWURtE0UiwKZly21Fqzy7ndZwG+l27r+rkQNsPtFns/jjUl16AJLspO6PGlN9VPdeWNZkG/fu/4pQKPHbUBYKgQ5bNqOF7VX//I5miDfinocF+qn/UxX5qwB8FyWM7vUX1b4i/3p8Xouh1RoiAJ+GGrko4uSBiNsZhMsQiyQ5cbiuioEMQDD7tw3BLqocFC/31ymJYz0ZGjKKRN4+/zx133MGdd97J/fffT1ZWFhe2H02rkBguiGpNuq0AAR1J5mhEQaDECd3DW9OoRVtyHYqOo80ZjSiINLO0JtkwGFmWSJfVBTyX6EAU9LhlFy6pEpdswyiEYBCDEASREKkRfULvpH24CZNgQhBE7k3pR5a9ALcscWlTGYvOgFlfnaokCAJff/UMn3z8CHqTCYvF2046Vq56j5KScqqu61ksRkwmZTJ/xRUXcOBAGjqdSJs2TRFFkeEX9eSeey7nxIksStf8RuOoUBJiQrHPre6crG/k5eX7nFINOD9gsVjYv/+Pf3ca8O9Fna3n06dP07ZtW799giDQuXNngoJUr2x8fDynT/+74oljw/oiCnqyS9bh7/gA/wmxP5YtW47BYMDpdLKh5EPfceWnbvAdY7WfClDWPwFanRt1QlhuV1dfdhhX+bYHSgrronmwugJV4VJfz71Fyvk7y+YoJcpVnQvK35KssC9cPmeEtg7eybwOQTCjR+bxxycyedJHtLIoApRHnZux+ZgsWueUUpbZkwY+VdfXd/Vj0ibfdmlUBhnBh4i0NwPRiEGMYrvtB9/vXjHuCfH/9e0b1mIXV6xaQnJSBDcO7shjU5fTrl07AJ65exTj7xyBIAgImbl4k7PK2UW+82W7opPT1ZMN0IkTp6Tct4hJ0edCWXkAZQ3kcIVyzokKHXhWNQ6LO31ltpE6AAICOtwymHVmZLdMlyhl1QaLiT0ZBTRrFu/nlPIiKMjMt98sJyIihKXL3iI4WDFAQ0Kq6xp50bdve/r2bc9dd13uqa/M/v0nGTvmWQZe8AA/LniVnj1VrafY2AgAiorK0YXr6JYUzabT+VwcrzpDriy/ltl5b9E0bDRGz8rsifLlyMhYjPEYdYqxHKFTV5vznUd920Xlu3nmmad5+eVXfPtuL/MId4f1AzpgsoDVVsqjB+bQImQk4XKEp51VB5z2HfCuQCZHXuzb10tU9C6+d36My+19ttVDTntE3IFbdrK79Cvcskvzu9ZRVdOY4/8ue/tEScV+32/aVfM4T0hkCapRbtSrArzBHuHPkyVqP87Uq6LjLpdX4F29tsMjIBpuVOvWOlzVVMuX7gbgt1I1ocGykrcIzMCsCtXR5HB6WVJap5SITgwBBGLjgsnKyvQ7WyeqmjW5DnVFtqBAueZmlxoKqQoee8cIfwd8YmgvAEbGhWFz21j35y/m/mFo0Ek4ezTYT4EhimEIgnBObIc1a34F/EXO3ZLKKjpfmFJeON2qI6PEqt6zYFHGp0pdZLVzAMoEhUldWnki4O9eyHJ1B7sWWnaIXvbaTh/TK0wJK9vrXglAcbmXVev//dHrlNA9s0Gtp82p2jFWRz6xjYP9WLtWh5rswys+3Tn8Qd++C+OV73f/mFLAyuaSRD755BM++eQTzKKOj/r149oWdiSnwl7vAxQWmQDlGqdKle9didNMuKERAIfL1G+MKBhAAJ2s2qKl5IEMDrnSN/yXuHPUT4BBictzuJqhvIESbvTEmhR2TLAhB5DQRarfGznR897qlOuERgRmPoSHhwTc74Ver6Njx+bV9ouiSIsWiYhyF/XYyEMARBhUxrJXnBygrXsUAGkulTVWobHfvdpgWqaPw6U+O5e7mKZNmzJwYDe++kpJWrRWUML6gkyJaj10ZrWenuy8bg0TqNymsm28TCmzMcG3z5v8oMiT5AQC9/2zYwTWDVrmlqCZTuuNFk891D4lauwL77Y2+QCaxaxAbCLZ84JpxeC12w5zCgAVtpO+fed2n9VZUtp7q02iwJvoCsDqYWsWVhzx7astyYLOM054ZWDOp6xzDbZT3XBWy7pVQ3BEUWTHjh1++yRJChiq8+9A1fAvLbOheudKTEwkPT0Np1NLWZZJr1hNY3N3z0S6aija3wm11asqe+OPuHaAX2QZt2Stcn31GQiCThlcPe+pgECsQQlbyhBPIwh6rI4MzgX79x2jvLySwCZidVS4y7hy9S80MltY+r/riAkPYmjnFIoiwumQmkBURDDY62ZgB3lE0ytcNQmAnzsEqLZSdzKriOTkuIDHV1bamDFjCbfffonPKXXW1xQE2rdvxq9rP+DKK55h5MUTOXb8W8LCFONJFEVMJgM2m9I+XeOjmbb9KI44F0aPoKdNqqCRUXU6uSUHDlcxQaYmfjTrQJAkJyDx6quvcqZ+DBBqSOS09bda70lxDlZ3OKn3rEOvi/Q4pwIzp9yynVB9AsVOb1aTQPpUZzNW1MbQOnso2WB+v4i58i2pynysCYGYmqrTWq+LRBD0hIQE06NHJxYu/JFzGZf8n6G3Pt7r/lPCrc8dDcbVuaHBfqpfNGuW4tMCasD5gQ0bAofO1RUTU4dwY8skREGgbVgkURH1U68GnBtOnz7NN998+1dXowH1iISEBHS6f0Lkzt8PDbZT3VDnOI6EhAT27dtX63H79u0jISGh1uPON5Tb0lEnK169GhGVmVAdp06d8njUtQ4eEYsuhtPW37C5SqqcW5fsXH8WtOFAde0ZUq2rcnW6siwjyV5hyeohd4IgoBMtmrpJeMWPBcFcazYfszEW/9CfqmGANaNHr/YkJsXWehyAS3axomg2oiAwZ9BFxIQHIUkyNqeLFRsO8OSk+dz29Axuf2EWr01dyvr9p85YXoIlGAHYVFDXkKe6w6IzU2C3+U2aKu1OjMbqGQQBjh/Pori4nGHDqrOpzhaNGkXw5Vf/pbi4nFWr/CdyoijidisrPN0TonHLMicrVW0viy6ESH0smRUbKLAdIMe6Db0YhEHD/KkJdlcByjvjffbquy7LMk53JZLswi3ZKXIcI0jX6IzlSbILuyOb2vqw1zmlQMvAVCatRjEEixiF8k67qc1pVh3ae9H2nfr5wkmSA4dPV+r3hgpqx8a63J+WJak9XvSF19ntDnbs2Mm5OpEU5kJN7VV/7diA8wcN9lP9o7y8ArPZXPuBDfjH4IorLsZgCGxT1AWiINAzOo7uUbEE6c+9nAbUD1q0aMEll4z+q6vRgHpETk4Ox48f/6ur0YDzGHVmTA0aNIjPPvuMu+++G70+8Gkul4vPPvvsX5dRpqeuEzvkHMprnOh4HRv+v50+ne5hbahivQCNzB2oKM/GIZeREKFo2xiFEIqshyixHebP0IY5M7wTW70nG1Vtwuwqk8HqOOk7VkvB/8WsUD7LDlzl25crqA6GXcUzNNfWOoz8tYMULS6lbYyGaGTJhVk20dTUlVhDCw4LR3xU1KwSJRTAIIp0i1QcFSdLFK2PYuGwR4jagXbyXlS+CxDYgnaSoVJfp8/ag9vt9hMDdLkKfdstI5X7e7RdPs/sX0GJO4vV856neYdk3pq7kXffnUNmZj5RUWG0bJmEKAo4nW7mr95D+vih9Hnklmqtq1+1BoDOjqOMPZXM64e28GDTUEbGKeGAEZWKgRasV59PuVMRwjwlq2LWwcT4tjtEKLT9aJPC5usaHs+POXZ2ZNlpERJJ1IlsuseG8+H6gwEzkLVp05TgYDPbtx9m6LDu1ep8tkhJaUxUVBh79xzn8ssVAW2r1Y7VaicqKgxKyugUF0m4yUCe6xCXh0cA4JbDGMpgvj6VxDHrXlqE9OWY2+YL2zJ4tC6SZZVaXiwqDkBRUFaFEhObkp6ehtcR63YrdPXMUjWEzfsuqu9pVWiZPwr66Lr5trtEK2PqKoeqkJVflo8/ZLaVfIb63nud3mfjXFHrIQhByHIl2hA45d6U8k64NgNqeCxApLGZb7uFpIRVrpC2+/bZHGWa+6w+JoTolHGuZajaFgPjVTp7gV0JaTgpKKmwne5ycss2nuU9ajXDVOZUr2BF0Dy1QwKlMYcpylf6jcutOLm769XQymZBakhDvk2hnvuc6gGd6/5srZNFPwMCMwjHfZ6FFMkI9U6vP5/o+oHQYD8FhigYEASxBondMyMrKwtJkvzCTGTNGKvXRQAgafqfNvTmr8XZs8m9oWyghkQDFEhKWLHDUqE5Vh2zSysPnXX53rCnYFO8b5/LrcosKHYWSEg+cXWzp721C3/akCqHM9fzvxrqU/Xe35r0EpKkOpRkjbi4N3HGcE8IP8CgWOXa7Xqq30pjb7XOxHiOLVOfe/gelQ1v+k158wodqv2dYVVta7OofEeMLtUB6haUtq3QJC8x6NTvRZCkhCI5NFSGUqdaps2h3J/sUttGcNePFmNtkDWheqJFubcQg3rtGI0ucwudwoZ309m375Smf3m/m2dCdnY2RUUa2QnP+1BhO3NYaW3whu8BGESFkS+Kmmfkrv7NrV9xdK99oY5c2hA1uyZE1XeGpn5etr4LdW5ALXqcXkkOg6BGIOhQ+0qQUbHfbc4C3776umdveB3AkCFDOXLkGAUF6ngRYlYXU0yiGjLpHafksyBUeOdLNp8Eyd+FjPH70WA71Q11dkw99NBD9OjRg6uvvppPP/2U2Fh/VkhOTg533303hw4d4uuvv673iv6dEawLo9xddSCqyYGiQqfT0bRpckAhORnZY1CplMlIixJu9tc6p9SJrU4MBQQkygPEdJ8p7b0UYH/NKHdlUz3uuep53rK99RMJMiUhy276Gy7luG0zG8q+xIlaT7cn60u5u5RPTk0CwCo5CDenKlcQDJ7wNa9zSi27ensoRkhERCSxsXEcOaKJHQ+AWaf38EPWQV5vP5zExpH0HPkM+49kcsutI7n+umH0698RvV599rIsY7efOURvS2Y+J4vLKbI5eO/4GvpHNSfMUD8ryq1DEtEJAhsLM2gRorB5ejeP438LtnDkyGlatWrid7xer6NPn/b8+OM6Hnp4bI3MqrpCEAQ6dGjG3r3qSk1hofLRjY4KgxMZ6EWRAclxbM45xe3Jvf3OTza3Jtms9J+T1roJN8qyy6MD04n09HQCv7++o6nbBEMNLTsTpGqZFL1jSNXrnC3rR3Ua6XTBSJIeSSql+vt9Lh+7swm7qxv0YjD1M86pbXZ0byZ7XOvqocyaHFSBxokG/JvRYD/VP+Li4pBlmUMHj9Z+cAN+F+zOAhxO1fnjFSJ3yZUcKJkNgITqwBeEc/ve3333XcyaNZ/i4uLfV+EG/C0QGxtLVFQU+flVF9ka8E/FwoWLatWZakADfg/q7Jjq1KkT77//Pvfddx+LFy+mR48evkwyaWlpbN26FZfLxYcffkjHjh3/sAr/XdHY2JxS61aqa0LVPEGz2WwcOnQQhalQAcjIsovDpT8QakgizNCUIvy1jiItrSmxHeGvmfz4Tzy9Xn+RENyy1jFXU9iNluXhLa86k0SLclcWJ8qXac6vqfyq2l6eLQ/r5ZaHr+LWR2ZVKz82NpacHP/Qtw/enc5Lr/2vir6NVuTY+08AXGhZKwUF+RQU5KPz6NkEgkuy8s7RDVyb1IHhsS0YecNrlFfY2LT5U7p0SfUdZ7c7WLx4E7/8spnYRpE0b5FAnz7taN1aZdV4Q+vSc4sZN28NF6cmEmkxsTujnPdP/MozrS4KWIezRZDORP/oJOacPsh1TdoD0D81HqPRwJIlm6o5pgAefXQcV175Xybc9hozv/zv7/6YRUaGUlGhrqAWFCiOqcgodYVmWPN4Hj+yjQqXg2D9mUM2zwSrIxerIxuDwUhGhlckW/v+VnUu1TXMrG5OqdLKwwHK1Tpf63rNmuogI8tylax5Wsfb2Y4r9e+UAq/Q5u8pS3UUOSUrBtFCvxHtcJ88zp7d55ZZRqcLrqFOVUN/pfOOLQWK1lx96xqc77JKDfZT/WPr1q04HOdf//o74pFH7uaRx+712xfIdgJ4881JTJr0/jld58MPP0IQGsIzzxc4HI4Gp9R5hvvuu4uZM2dRWnoeZXT5k9BgO9UNZyV+ftddd9GhQwdeeeUVVq9ezW+/KWK/FouF4cOH85///Id+/fr9IRX9O2N2/pueLW3IXu0ixGZzEIMHD2LhwgW4fawF6Bd+OXGGFAyikcO2CABOyjt950WFdqPSnonNkcWf55zSTjyDEASBR5uq2VHSy93Isszs/Dc0Z7iqnC/g3zYqq6zCdgwQWGZ7q8p16zLZVcsRhCDfal173YUADIk3seaLH3n1raeodKtOMKdcQU5ODnFxcahtqNXrCcR4807eq07old+7du3K3r27cDqLfPujQrv4jnwgoT1fZXxPqUXHB88OYPqa/Rz6NYtt26fQvr0SJmW3O/jf/81gypSfKCwspXXrJpSXW8nIyEenE3nkkXE89/wtOBxOrFYHjQcPIhF4eu0Blu88wRX9OrHi419It+WSL50mSKdkg0oMVt+TCKNCdxcElfZudakjXHKIsl3hUllbF0X34b+H5rDwVDl375ExAkMHdWL+7JU8dMtw5LBwv6dy0YhezJj5NOOv/T969GzLQw+NDfDs6g673YnJpK7EFhUqmQWjwy3IntH+4tREHlmyhf22I1zcuBlxNsXIDTeq9GdbpfpBPVa2EYAjGpq1w5mN97kbjWYkqSrDT7mW2dgYUTRT6cuCUhcnitrGGU6VCn06W7lGftk2an7nqzrEzsVpo/Y9tztfs8/7bqjOqaLyndXK12bwO4k3S13dnVJeZ7ZOUO+j2Ko+m1IPKbBYk1nm90Flam4u+wwQ+W2O6KGHK/W0mJIA6BCu6o61DlPrtzFP6QOSTe3zer1Cm4+wpPj2qc9OdU4dKp7N2T+jBpyPaLCfqsPlLuBc+0dKSgotWjTnxx8X+PaJmsUg0ZPhzKn55mudHtowsT8Pyr0aDaoeobfOij3nRd1nG95wHTUb3rnWTG07gyd0xy0pjr+33/6A1954SXtVje2kteegdhZ8zfd28803sXz5CjIylAXZEEsL328XWy4EoGek+txatVHCAo0XtVRrNkDNmIzBszjlVB2YukhVpzI2TxHPjypQ2egWnWpjmD3yB1EujSal3AqAUJP6DLUhVcFS9WQvJU71HS+wKu9gs7xi3z5T0Z8zyRdc6jdMclV/DmaNpnWYQfnD7FKzMWrD9yq8mSE1SWSqRk4oi1/Vr1NTuGddYXOoC+F2QZFWqN9Qvdpw5uBjl7s4wL76ubKoiaLxSlEAeLMkSlL9O+u19/Phh5N9NrF3PDXp1P5hEdR5gCR6+pWsHYOVZ+8feln92XmzVzdodv77cFaOKYD+/fvz888/I0mSzxMeExODKP7bwxZqd0RVRXl5OQsX/owarqd0wCRTq1rPDTIloGgqqZPoPxZaplT1a5W6CthfudbjjBIQ0FU5N5BjqrqDKjDqwsBQyq+JQj4ouh+DovsxJ1N5Z8tdOeyrmOMrX6+LRJIdSFJZlbpUNbK0IYlV6yaxY4c2q4wE+GevSLdmsLl4Fx/dOoRwi4m3F2/jxptG+JxSAM8/9wXvvz+fBx64yu+3igor70+ex0svzSQru4CBAzuzeNEm5sz9HwD3ju7B7LUHMBv0uGWZa5LaYtGddRevEd3Dm5NojuSXvN3cjbKqP+7KAdx673tkZBaQUMUxBTB27IVsefQgTz7xMYmJMYwde+E5X7+wsJQWqaoWVFa2EksfE60ypppHhpJkCWV17ikubtysWhm1QU1GoLynYWFhREVFaY9AdUx5NBgMsdiduZy91pM/XLI2k10gp5Q2zM7LbDqb7ChVGYDe+6zp/a6pT2r7cV2dUnUNdfwj4B9GrGoW/F421pmuo2VOnV/4I1JwnD8qEmdGg/1Uf9i7dy979/4+Z0wD6gaDPhJRVB0UNoc3EYuA6ElZXx/6XQsX/kRl5d9FB6wBvxeNGjXCZvsrHMAN+KPw5JNP8Oqrr/3V1fhHosF2qhvOedYqimI1nYQGnD2eeeZpXn75FbTsnJ8rf/b93kenhGId0axUuCVFG0mvEaT746Gd2FkBgY9zvvHVx2bPxGiIxDspUzQIVNaRKJiQPJpOCgKtsnm3qxrpdZ08yh7HknL8pgoldK84e6TviEPlSttKfqs0Ei53Ef4T7DNdWzuZV51SIBMdHUfjxvHEnepKiC4SkxhMxyilm8myzNKST2kVGsGEp65j+/50MosquOnGEb6S7XYH06cv5v77r+K11+/2u2pwsIWn/nMDqS0VhsfYsRcyfdpi1q/fQ//+Hak4lEmsQUfW/7N33nFSFOkb/3b3xJ3NgQ2EJSwSJQmIYgAEE3ie8fQMd6a74zzTneHUn6d3xlMMd+aMOaFiIBgBQURyzmFZls15didP9++Pnp7umZ2NLBJuHj7zobe6urq6u6q76q3nfd7dKr1+sH0I5oADr6zWsZ9DX7IZkVEHQEaiPghcUKQLGFb51OvTjgVoCpoYmtSXTc69eKpVQcxpx3ZHkkTmfPAN1937xxj3Ch56+DrKymu4/LL7yUhPZuKkUTHztYa6ukZWrdrG736vC1T/9NMm+vXKIqOhBk+t+uwURaEx4CPLkoTXb8IZUO99g083EDQGdf0vzd2ym0M1tAVkN2UN5WhGi9ra2hjRtNS2Wte4Ht1I1F7oxpwl9f8hsh+0x8BjNOoaGX1tIdplVmnlPK2teEcbmFqusyZWW1a/GO3dsbd2LiDwlUkXxK/wqgbNrY07+LpiEQoKTT5NS6yrDEf6NeXk5FBWVhq+Drd3X7PzDEnWhYT3NKrv2VRv73BaZUDdX+cuNBzV3PAnijYSrD1pdO/oouuI42hAfPx04EhMTOTqq6/iv//V3cZ8gbrwtjkk4B3prnyoh/HqO8dvqKfu8h/biC2ERYBjMyE01sKBMsAixJt96jdSMumLPsFALEaK0oWC8hLDh4/EU5XL/n3q+QcbhLcHp6rv7zyHfj5LXmhs1T1HL8Ycw4XfkKakp4a3xUSNwau3C1+MJpJoiPBnV9IA8MiGe2NghFhC8hFGl51GQxOs9KosF3eF/s2xlqmCz+K+onCa3FOXbOgyOHWWtuxUx4NOv35tbgOrxx0MseZF/bn7As5mRRolK6LbaGFhYThqshGdYUkZYQycdDRCMwIb+5bGIHIGy8JpCVJGeNsTeqccbCbou+++F97WzmUUKPejn18MMQktJn3R2hNiL8py6/XUglcoikxQrm01bxxHF+LLdIcYzz77nOGvDq6u/6LOpcbJamRIdFn2YjIlhhgkIpE6PCGXKHM2ZlM6kRNbnVlgNXcPiakTdeyB1a39iGaStFUHI9vCyJAw4fcHyTD3wCo6Io7Y3LiZHytLuWvIaEwmiTkL1pGanMAJJw4N5/nssyVUVzdw9TVnNzvjG2/M5/XX53LhhRPCzKM77riMW//2HM8/P5vpHyxmR2U9K/dWcowjm3SLo1kZGhRFYUl1IX9b+wN3rf8Rn9w+nnF/Rx77PVU0hLQ90lMcjB/Rly8XtbxyLUkSr756BxMnjuKyy+5n1679LeZtCd98s4JgUObMM3VR8x9+WMcpYyLZhSVNbur8XgYlZUYX0Sn07duXsWPHGFI6wxYyIrqtGn8dKScWtPq09NPKb6mvKES25Vg/rX6xrr15fwkEXTQ3iMl8X/cmzqAekWazcyvzKr/BLqXhUxoN9YjV/1q7ztb6vnoNp512Wqt17gya69GpZTpsvSPci44GKIpwUH5xxNERNDY28uabbx3qasTRhSgs3IvXE9cNO1pwwgknhLX04jg6cNJJ4w91FY5YxMdO7UPcMHWI8dvfXhqVIsf0yY6GogRxR2gS/BKInFTrVnIFWY5mQxlFzgUEQUAUrOH8+v9CeL9JSqG5Yai9hqb2G6cURQ6vRDz22GPRe1v4tQbdJcpkMmGzNRfvrPBW8Gn5bKbm9eb0XFUo3OX2IYoCXq8+ENu9q4SkpAT6h1hRALNnL+asM2/jjtuf56UXv4god+q0E/jbrb+hqrKegKzwwdWT+Wbbfk5M60dLaAy4uGzlB1y/7nOWVJbwZuEWFlUUt3GNKnrZu6EAOwzCh+NH9mPjjtaNTSaTxFtv/x+pqYmcMG468+Yua9f5NHzw/veMHNWfXr1U97lAIMjmTYWMPrZ3RL53tu7GLIiMSMnuUPkaxLD2gdqGNm/ezJw5c6NytWSsaS+iDTxGpuCBfmRaa7/t02lru88Zy4k2VEUeW+/eRvN7JNDHNoKfG2aH8y2u/YlJGaeQYzmWgQlTaW68a+v6jHVvnRVRVKS5oRjrfqCIzfw82oxS0Lrp80B+ccTRUVx22W8PdRX+RyHw2GMz6GoJCYvFgsncEff0OA5nzJs3L+5uexTBZrOxbdv2tjPGERPxsVP7cPSNmo8wfP31N9jtdtxuN5q7XG3jarRJ0840NUpbjXOt4ajOMDW6CrqOSqN7O8YJpOraZHRx0yesbm8RrbnqjbVfBMBecVs4tdZXSKN7F4oSiBArbk/dQCYQUIVVN9Uaw29HMhtmzJiBKNgwSekIgsCwhHMBqBT30eTbT2XT6qjyW8eQxAsp6JXHr216JJLMhFIuXj6LXgmJvH3deBKtCtTV8+dzx/DUa1/x8stfcvPN6vWPGTMIp9PFtm37yMpK5dfn3kVaWhK3334p1TUNLFiwBqfTRVKSrvdw0Vmj4azRNBYFeeWbbbh9AY5NGsuuJlWE0xkS3uyToPLJ397/DcXeWr48ezInpOYy+JNZrG8qZYpDFwD1yqqBJsWsM6mCikBPezdeGnYTQx21BDwiKDIOuxm3Rz+2JWRmpvDj0uf4/e8e4le/upNHHvkjf7v1kog8t9/2PHPm/ERWVip2u5U9e0p46OE/0LNXN6ZO00VNS0urkWWZ/GQ7Qr0TT7WJOp+XJ1dtZmq3kTg9OTg9sN2pUon3NumU6CaPToXOTzoZgAtSdZeB5/3FNLp3IQgmjj12MNnZ2Xz99ddRV3Og+kQdO94kpREI1hjcOhTAA1giNN8SrLoG18k2XWz+28ZXAUJ9oiWmk4IoOkIU67bcBI192NinpPAxZfVLUEVCpai8AlvlnTiDFcxzfUKDbxpCMIfNdR72m34K5TO+P4zGNXXbbumOzaK6Qo2SJgOwhdXUubfi8u0P1Sf2uktL0SE/blgc3nbu1lcFA4raB06QdLbepkT13Jtr3zfUS/+/Z8oZSKKF02yj8Mle3nJ1LgJgHHHE0TIWL14S8bfR9cUfFgM+/DSLjK5Mbbk1tbXfYkoFCAeWAAgY3GQCgZroQ9quX8itr+VjRWbMeAKTpOsvpib0BcDt191umjx72n3OpIS+JCfm09vcH7lEdZ/ubtfFnVPMzadgmjuaqabOkGjIp2m3BXVfOmG//v1vKlT/L3bpi4lVHn2hosmvlmX8ZFhDZVoNunB+g9+eHPoGeAyi+01+Pa/Tr34PnbW6SHpyiVp/cZ++wCdY9WtXunVuoS0aQkW1XucGtZ4uQ4CbJoPLYYNfHdPVo9+vQFB3BRQldQwqGL6ziqAXoCg+LrjgfNav38D27YfOmKGPmYxeAc3bkiDo99tscGH1+9U+EBnMKRaM45wDUzpv7Z1V06TPkbxWPXiRy1fZrrIlSb82m1l1BfQa+mws4XYNLWkh1rp2hbdluz4XsITkZpJtetRuSVKfh9MVW97AZlElRRKtqnuurASpaYy78v0vIW6YOsTIzs6muro6ZJiKNKxETqxisRh+aaOUBiMjysiciFVvLX/HWSGiYCLR3i9knPK089joe9haPrVOmlEqGg6LOsnXjVNt19vj8lJcWAkJet4ndy6j2ufiw7EXkWiIKpefm85lZ4/m34+8w7RpJ1JQ0J2xxw9CkkSK9pYzaFA+T/3nRkaPHgDAF1/8yHffriQp6ZaY5w7KMi9t2crZvXqSbkmOmafYXc03Veu4c9SxnNo9B28TdHc4WFdTw5SWPf/CMAkSaeYkpFAkFIAEmwVXO+n3aWlJzP7sIV566QvGj28eFv2BB6/lttsvRRQFvvpqOQ8+8BZ2m5Unn7whIt/+/arhr0c33Xf9zZ078Mkyv8k7gQOBJNpItPfD6drBunWr6ZjAeFfByMABkBAEc0gvRUKNChk7EEGLJSotuQzqRihRTEAQrASDdeh9ua1ztGUkb27g8gfqEUJaHIIgkCrlscE9H5M5LRTYwXhsNGtRCBuljBAEgVT7QIAWjVMOh4O0tNQW6thVEJHEGDonRwlkhS4PedzV5cXxv4H8/F6sX7/+UFcjji5CRUUVyeZ4GPqjBbNmfXyoqxBHFyIvLy8eqOMAEB87tQ9xw9QhRlVVFRkZGdTWahbhSMPK9tqPiM1e6OqIUh1FrPNHG4QUmguJx67zz64PAMh2DAun9ZdU1oLfMZa1zpm0f6Ic7UoYCwoOc3dyHePopfQJpyaJ6qrJnsCK0CV1zCix1fs5vx47jbnf6BPnep9CT1s6KWIOQpIqHilsU8UbHzpzOD+t3c2vJt/E4lWvkpGRwqIfnub44wcDhI1SwWCQoUP7kpziYOPGPQwd0J1nn/+MQQN7cdpWdeXh30sr2F7fwO29z6HIpde7LmQz2thgxSdn0tPWgyfXbuXVjUU4A248so9b+55DpVc3mpV71OdW5NIn2CbDbR9Uo+qBZdY20DPRSpPbR2VlHVlZqW3eI0EQ+OMffxVzn8ViDpexcuU2zjrreMadMKRZPpNJvb6gIwElJQlLYhDBEsQiinS3WxFCK3fpFrUteo3Crn59BXBX7WcAvBLQxTTVsNuqIbhPn7706NGLxYt1Ns3Bh8ZA0vtLXtJx+INN1Lo3EZR9mMRk0hOGIoXa6776hUDkCvV8z2MxyoTmfUhnJqmMKuP7pr26WUZXOuMxxgiWGmRc3mLAREPTDhZY1b4vmFJx+faHjEpGoxkQEtEcmHAmGea+ZBkCPwxIUdtof58qtq44xvNy6WPIihtJdBCUdSFzr9fLypWrYtRdZn/d9+HzviWtCef4Vcp0AMZk6f0j1akyWeuVCeG0Wvc2TKZkRMFEpqIatet8Qfzt1G+LI444Ooba2jpSU1Opq6trtk+WG5sfcBTCF2I1Wc26rqLVIDYcCGhjy66bwThs6pgpzdY3nGYRVAZNk68i5jFtodG1h74Fx5LXN4nCRep3rNGfFd5f5lGnK/ubdLZ41g71GXdbqjNypCY9UBAas7xEZ7C7vi0Jby/b1guATQ36VKjUpTM+akJBhyTDONYacs82GxhqXsXILG++IGr26nm1wDK1TTpjKqtIrZ81szycFsFJrlGfoZKjM6eU1LRm54mAgTkmbt2qHrNLl/9w16jfM38LGjUa8ytgENOOxeQRBIOwfBS774orLmfhwkXs27cv+rBfDBaTyuozMgqDsl5Pf0BlkRlFw33+zgiI/zLf+WBQF6Bv9Ojj2tgsK30ekJygjlnsZp3laNb6rElnW9U16u/NaJZYWVlZzHetP6D3r+pG3bDcLVkNcpMs6swuq1WL4qmXbRTVt5rVd5fGtpKVtphqcRxtiJs+DzHq6+tpaDCuEBknkNBcjFgTLz7cBM+M9dMgRqV3rs5m0Y46MRVoW//GyK6IvmeRmjK5jnERH6vW0T7Nqfr6Bt5/P3KVqE9CBntc1cgxtMNy0xKZ88iV1DrdXHjBP/B6fWGjlBGSJFFd3UBaahJJSXaeee4zbv7rcyxctA4Ap8fHy3t/5MyswQxOyml2vAaLaOHqHlfwq+yxnJIxhMu6n8QjAy9jYubQFo9pCwN7qYPHbVuL2sjZfjidLuZ8+RNTpowhLS2p2f6MDJURVl2nf0QHp6XS4PdT4WseOSYSbT1Lvc/V1tazevXqGHm6Aq3pJEF0fzFLDvKSTqZnymnkJp0YNkp1rMxY/TCWPltHDN+tCYkLqIOjSI0pAUuECwCoTLXmwRMAbAiCBUGwkGHuS1sQBBFRTEIU7ATlBozv00GDBjFixIio+h1o4AQVFnP6UakpFY22VL46+4sjjo6irKwMny8uln20YPPmLaxYuvlQVyOOLsJXX31NaekvrYUbx8HCxIkTyM7uGrfS/0XEx07tQ9wwdYghSRLjxh1vSNEYB7pWS6TQ8uGOjhrP2te1BAR0gl9L+bUJeHSULmN+fYLefqOU8dhYZRJOM5vNXH/9dRF7Bifl4pb9PFu4CDkG77Jf9wxmP3g5K1Zs4dRTb2Tp0thikaNHD2DVqm386pw7ueVvz3HD9b/mn/f+jqLaRqY8Pw930Mcfe7cdMcMm2bisx6lc0WMC5+cez7HJvdp19S2hoHsGCTYzn3z6A/v2dW61VIMm/P/663MZPrwfw0cUxMxXFzJIBQ06DsMy1BXE5bWFbZTfsnyg21uCbpgROeaYY+jZs2eMkg4ULdWj89pxuqteZ8o0Gmg6875pK8qdsbzWyo0+rxh2+esIBEEIG6eMhrkNGzYwb968GOfUrv1o/MzHEcfRiYyMDAYNGnSoqxFHF6Ffv75MPntM2xnjOCJw4okn4HC0QyMijiMCX3zxJVu2xPUy4zi4OPqXdw9zlJeX8/33C0J/GZk+2v8dZS8cSdBd/7z+UkBgv1Ono5aJa8PbCn5aYpJoOXSjntqsrZYMvL4yQ55IQ19R41IAxmfoDKVsuzpB3V2ru49VsRH9OQQB4wptpOulx1PNY489HFGzMxpuZaBtMu/t/5ai+5z8If80Tu+razSlD6liDLDo3ov500vfcOopN/DrScM448TBdM9OQVBgwYrtzP96DfX1TaRJIq8ddw79N6Rw5/D7eGn3OmyShWt7XsPWhjy2AtWGIInugNquSl26AWZdjXqPLKJ+LxXDpLzCoz6HBnRafL4lNbw9NEVlLA1YsgMTcM+pw7jr6Y/58tMf+HH5S+1y6WsNzz37Kfc/cC05Oekx9//3v7Po2bMbkwq6IVTVYEqG/GQHv+7fi/eKf+Ka/r0wixJNAfU6U0RV3FSPJBkprl3j1FhRulEKoKamxuBm21VQ26ogmJFElbZ8VrIaXWqhZz6CYEIQROqbtoaPcMtqHQKG6JcN7kK9RMVLpAEqFtrrAtvZd0207lzLSEkcGN5WXSdB78OaIUp9Rmen3BjOe1W/0HPx6Z8uX8jY6wnq5+2VpBpoFUVhd93scNlTp57D/v37Wbt2bVSNIutst+ouJJqMl0XU+0dBspp4ifnkcNoup/5e8ITc98oDTQQUY8TSIx+qTkLXfo+ORp2EOA4+1q9fj2wUu/4fhOY+5TW60EUwN9vbufQ+LYqqMaEld0i3T3U5M7rymVAZvDaDq5Dba2TLGCUemkMhwNZtm9m67e/htECa/u401atuQYkmnSkslarv6b7f6eOpjDWF+hlD34T9lbpr4/IqfbFrfZ26v6RJd9+rCupj0EZBdQP3Cvo4SAldR6Tot94GvYJ6fBC9TJdPv0+9POr9KXPprnw9y0PugUX6dYhuwzjTorofivadelqSfjzWGJqGDfqzk4vV8YN3q35tFTVqPZoM4uex3sNCGxqbrYnz79tXjMvV9cEHBMPU1R4K+OLx68LuxnYb1OpnuLZgINpL5ciB1jehbXfltER9HpNlPgaABEXXn/WF2rVi0tuvy+ASbJS9ALj++j/zzjvvxnTn0xDp2qmWKxmeV5qiaoha7bocQ5NiEOUPuSQGFbX/HE2ufPGxU/sQZ0wdYgSDQW644S9Rqe1hFhwJiMVeMqIzbjSxJs5GVyUT2oTWYkrFZsmhs6RHn9zEftdS1OhnATRjAlijyoq8jiFDBhJ9zfnW4xiRcB7rnUVctfYFbl65mAZ/5Ad9bEEuKx+5gtemn8mC5duZ/sD7/OqGFznnxhd5d94qRvXMYHBOKq9eejJj0/I456cPeGbXCkan9ufRQVfT3ZbHLwVvUB90KYrCFSMKuPyCk9mzr5JJE2/C5eqMj77KdFm4YA32BBunnjoiZp5Vq7bx/nvfceNNF2I2RQ6a7jrhWPa5nXyyP3bEj6izEW2ginZHtVqtmExdab/X26okpiEIEoIgkSClkCClIIqWDjP5VEH0aFZUrF97cKDvnNaOb6v/KVH/HzhUcXidzTV37pwYRqk44ojjSEROTg4XXHD+oa5GHF2EHj16cOWVVxzqasTRRUhISGg7UxxHDJ5//oVWjVJxxNEViDOmDjEUReHhhx851NU4CIhlaFLoPCNDc2+MBe08zcs2m1Lx+MoNeVpzN4pErW9HiEVkQ2NKKYqEIJhQFH/UuXTmlBoaVy9fURQEQSDbfAz3De7D/Mp1vFuymPV1VXx08lmkG65r4eZ9PDlnJVecM5Y/XHgSH3+7lk++Wcvyd/6K+aetNHh8JNss7Noh8d/hZzAwKYOiBlVYMHJt4+Bht2ctS2sVJmaqQvWfbSliwe5SXv/oHoYM6MFdD7/P7658iDv+fhnHHaeu0mzfvo9lyzazevV21qzejtvjY/ToAYwZM5DTTjuO/HxdF+v++9/g4osmkpycwPr1u9i9u4Q9e0rZtGkPPyxax549pQwalM8110yFTRsi6lYeEj5tv+B0LAF/Henp6VRVVdF10NtqRyLqtViaEjCsmh2O2nMa2upzxv1dvQSk9c0gBQX9qK6upaam4yHU41BxMHQNjsJFvzh+AezZs4c9e/Yc6mrE0UUoLS3liy++PNTViKOL0K1bFoHA0cN4+V/H7bffxiOP/PtQV+OIRXzs1D7EDVOHAe6++y4efPCh8N/ZyeMRBAFFUShv+OEQ1qyzUI1SA2wnMcB2CoIg8EX9MyiKN4r2q7NHkhIGIolW6pv06CrBYEfDBguYJF0o2+tXadGCkBAyJPnQJ+66++Cs+vfCxxzrPhOAfYHVOH27cNh6QVhcVQHcKEpLDBTVeHbVVdfw0ksvh+/D1w2PobFW5B1/A47j3oIC/rnjLaZ9/x3zpNNIs1hJqi4lq87NYyNHcLw5Fz7bBxtLmSD3ZMMd29lep0e2UKPIZLOlBswhW0r/RN0YY5N0A0tRk1rXBp/+CqsLsbXKBD0aR71h2y9o0Wj0SGQp/uHqfQ0KfFe1mcGJo6heKzAq0J3rVv3Ile9/zTiHyPjjB7Hg+1XMnr2YvNwMfD4/VdUNCILAMX2yGdU3G1u6nZ+/X8lrr85BlhWOLcjllJOPxe3xkSQqfPjWfO6/fyZ+v3pNdquZY7qnM214byZefhJTRvXFsWwZ8jbVVcBZZKLa6+Gar39iTGpvTkoeR1GdwJo6le6+hc2hJ2h0+zAaK2MbdHbt2hUKTtA+F7X2Q8Bm0aPq+EN83H5mXSNsnbQ/vN0Ycolwe4sNZRiZggfDKBXtWnwg5ej9XBRMUSLhxuvQDMdmhFCeFLPeBjW3vUQD9bzcqxp2G3x6Wqasswd3Ga6hpKSEJmPUphbQyzo2vF0dUPNvrdffLcPT1HpMydGZgWlW3bVidZXKKKwNNhLg6BqYx0Mex3G4QBRF7rjj9vDiXmsRwo4k2Cz6+8vj0yK1xV5skSTVNScY1KOPonScsWx02VLC7jPGxUD9/FoEsDKnHuE0NUF1V3N5K2Ie0x44HA5OP30KH3zwIQB7a+eH91nTVNcfR72uKSYKqot+lSGisGQ4fbVPrf92p/4N29mg3xt/KJqe2aBjaDeMefyK6jboEfR72xhyO/LIutudX27u6mf8xjlM+re+wp0KQKlHb6vVNSqzyLJXD9xiqtW3Za8S+l+/DkNQs9CYFIzrcd4m/TpcbvVcNU16tOi9oeiGxgjO1R79G1qvqM/Y5dfHhR3F+vUbwrqhXQkhJM0AYJLUbSup4TSPV3/GwZBrptKJPnE4QRTV9m9sV7GdmA1t2ZQa3k6RMwCworvCakuaRrdUUWzZLPD++x+0WU+TpLPkfKGIyD5J7x8piloPu6KLqCcIunthjaiOcX2h9iccRaaX+NipfYgbpg4DPPfc86Et9ePi9peTYMnBGw7BebiyIGJBj+qlGaVAjZQlCHaCYRewyEl17AhjHUXLPVQQzKjfR804pZ0/ttuUKrgsEzAO9sJaUq0/Dz0cvZa/uVGjhz2Le/pfzr92vM2fli3kg1POAKAgNZmC1GRqav3838pVfLN/P2NTenHN6tmcl302xzgOhhB3x5BrGcQW7wqqfXUAuAIBjk3L4MWv1jB72XYe+ufv+fqT+1iybAtzv1+L3W5l/AmDOaFPBilJCQilekjkBm+Qr3/expdLNvPd4o0kJdlJT7Rxwsi+/OnSUxmelUj/HhlkpToQtJW3QPPB7qa6Gm5YsYSgLPP3grMQ22QjGdcuWnIPVSgpMYY57sogBAf6NTnYRimjHkike2PHEFnP6Kh1umA7GDX1hC6Pbqfe75ycHHbtijMs4ojjaIAsy7z44kuHuhpxdBEaGxvZunXboa5GHF2EadOm8uSTTx3qasTRRRg//kQKCwsPdTXiOMoRN0wdBvj1r8/lnXfeDYU9Fmlwb6fBvY0DmxAeCqhGGJslF7sll34purEpya9GflOFjnWjkCSlIggSJ5unAvCDzYcvWA8oYYHN9ok2q2UGgrV6/pD9IitZj/JS27SNQLAWSUwgKLsAmUb3zvAxyzyvAtrqiozLW0SkGHPbiAynKoYqok64G1BXAcq9CVjFPC7Oncar+z5kxprd/HnAMWGDistrYZS9gDtOPINNtal8VPIDzxXO4Q89VT2yMoOQ+aBUtY2MSNdFums9+opSpkVlctgkvbvvcWosKl2A0KLox4ihdlcv6qKEHlnXlept78es0gXs8Un8ULWX8/MG8ffLR/GP846n5+Xqs5w4aRSTBuksLxavBaBppb7S6Km2cAoSpyQci3ys6hpY32iHWuAnqHXb2I2P3fjIS1FXELPydWNh2Z4kPi/ZwR3rF9HNms4N+VfwfZl+/78LCYgXu1aE05Ls/ZFDq+lNniJ0A6X2fHVNMqslDVkWsEiJNHmLsJkzQyKbnTUE6W3V6doeLmertRCA0dZ+4Zxr6nTRUHcEe7BrjVJJCf3D22qdtOvXytaMRx19F6n1FEUbiba+iKI5LMBZ7t2k5lA0I6MmnK5uK4re1sp9+mrbXpfaXrOsevt3+tXrr/LqDIm9GF08deNXSkpqu2q+17MsvF1v7Q1Aqkd/j7iC6gq0M2AQYZV0Y2OmTU33uJLwc5SJn9PSSu2BlRlHHJ3Bb35zMc8//wJwZLOkNEYEgEmyG9LVbaPQsVH82WJS2QZ+w/s5EKzr8PkVI7MzxJjS2Fjq+fV7q7FPjOepcq4LbXWMJWWEIAgthqP3KOo3sMGvvy0qPerYzGV4D3sNL5NSl/pO3t2k37tSURdkT1JSAUhWdJZHgqgzjZDVex+Q9fvgEjUmvn6/LZIuSK0xz2TDN8yDfn5niAVuDOBRExJCTyjXj7HU6c+jsUkdS1c49fNUe/XxdYNfLcsZ0OvkNgQD0W6JT9bT6kKPc69Tf17b/TrdbLesjpmaDAL2xvYQDGqMrtiLbIJg4aWXZkYd01EviNgw9gXdM8IgRm9sgwdRPNvYD5WDwIwWRb1dSiGWWFBui/mlX7uRyRcU1XTRIL5t0tqqQag/KMd+h9psNrZvb1u7NRA0Pht1nOQz6WNZbW6RjP6OMyuGYDaiyqjyC+r7MKj4ObBY34cP4mOn9iFumOoytKaP0jrLYuHCRdjt9pBhSo8qp6LzH/nY9TtY7KtIo1TL+jkG8eeQUUpDmW87jd69JFhy8QXqiGQnxWK0YNinR8ZrWYsKTJL6stMNWEbmVPQ5okWxjWkt30ez2WQ4rnUcmzSQC3KPZcauRTisfq7qMzRMfZ7STTdSjErpz9r6SvyyH7Nx4HSIMCH9FPa6i9jZ+ANX9BzORT0Gk5JgJSXB2ukXpdPvY1VNJWsrnRR7nBS7GyhxucixJTMgsRun5WYwLkM3dDl9fh7aspRXC9dzYtqxXNVjGhbRTGUbnlpmkz5QavKUA1pEO10kW3vGf/rTn3n/vU9RvKlIoo0Gt25M6rxWmrGttm1YUiIMUdA606u9aKltRhul6MA5ostU66wZpQ4F5AhheAGn00nzT3lXseDiiCOOXxpLl/4Ulj6I48hGMBjEZusK9nwchwNuueUGHn74P4e6GnF0AeLv2Dh+KcQNU12CtkR7Wxf9Tk9Px+VyUV9fZ8gLLbmBda5+B9PtRzuH0IZRygghbJTSQoru9i7HYe2BzZyJ3ZJNRcMy9Lob2WPRUfbEqP2t1FJREAUzomBHVtw0NxJE1lFnjBjP3fp5tmzZQuzJb3OIgshdx5zGWdkDOTFbNZpF37997kre2v8t3W3HHBZGKQCLaKG/o4A7Bie3nbkF7K538vDKLWypr6XU3USlx40C2EUT3e3J9LQnc2xyHvs9dcwqWcOrRR7yE5K5Zlhfylxu3tqyC3dA5v8GnUiB+bROiYmrH1srauRFYz9W29MLz88EIMWeii0URlc1ToVL6MSVxzJOxYZqlPLT/N3SFf1Y7VeaOL+60hXrXdWed1C0ThTh7fYbpYyG4tZDVLcXXr/RHVphx45YbiLG6zsY8pRHFxQFunp8Gh/vxtFZdOvWDZPJhN/vbztzHIc9du+Ou1ofLXjwwX8jGvSg4jhykZeXhyR1zbjsfxXxsVP7EDdMdQkiRZQLUvXwxTvrvkRlZLTMWKqpqaFbt26Ul5eF8mmU0LaNIO2rm4yAGQQhRHU/0Elt9AReL8vp0TV5ltTpWkIenzEKljpJDAR0UcUvakORHgIyDe5dhnxGBovxvApmUxr+QD1tMU8qGzQ3Lhm7KRNfsAGLlIwn4Ea/x6qRQFHcRE+stWMj69QSFIqLixAFCzZLd0Akxz4sbDSZlJYFwJBkndpqkYIcn55D0A/O0NjaFxSp8jXx5K7FbHU2MDlzLF7fcPY1qQy6rR49UlyJWxVldgczw2nd7bphLMuqFmoW9Y9KZcg9yijM3F3SBTqlUH29Qd0NqUwsCW8XNqrnLG104JeDBBWZ/iV16h3aWxTOJ+zXYwV6N6uU683bEnh+9wre3reeVLOD41L6MTQjEYuQQd+EHgTlrPD9qnAr5CXCaIdCUNzHz/Uruf/nDdgkC6dnjmWAYxzJSgofFun05vXogqxljWvU6wzEjsKW6hgIQG0onw71/Hfe8XdeefEjJksTw3veD76Mx1fSLG/HEGmc2lz7LiCEJNo1RBuUm9ev89D7VmOYBaZgltIwh4RaXd69xDY2RUOvZ4q1P/XenTjMeTT59wMKdY0bwsd7rXUAmA2uD83rpaAyRdVr3iVuDe8d6h4NQLZV/xrn2NRzJ5sNtHqv2k/kMONUwWxKoV/v4ygtrQq7DoPC140v4wto7pnqtRjde9ND7pX5ibpYbX6C2qfy7Hq7kwTjSr9qjOtmt+GV4Zt64ogjjjZgNunfMH+g2rCn5dF3fX09GRkZlJUdrLi00Ub6gwPF4KIjG5WtY3CQjW5Dbu/+cGp7oYnEt+X6aHS9inw2sdyJuobdf+qpk9i0aScACVadId2NfAAsov483MHI/wHqDL58FR71+ozue1XB3eHthpD7pDdUNkCqwW1PDt1TRdDLDCjNXbOtgh4YQ3Mpcwd1aYVGWXdGqpR7A1DrSwmn1YTc8uyNuuuWxXBRVSFXv71NuvvTPrf+vSsNscTLXXq7cBqi4dlCYz+LIShOQ8iQu0PYGU4r8+ku8I1udSxvFA2PcC0LBRpqyT1PFG3cddffePzR18JpnpBbnSae3xXw+n+peNTNEem+FztQQHthdOXVXBWN90lbwO+I/qbbr497XTb1OdkNkh1SyIXObHiuQow5pygmUlHRSEODH7u1Rzjd66+LqG/zOqcCYBX0a0sIBRSwG6RFBIOLaYqcHnHugOJlN3H8LyFumOoy6IwdI3NDZ2REuwvpaGhowOPxEGmIgbaNIG0h0m0OBIJyXRcYp4zubW2Lgcc+3ohoJpRWZizWhn5umyUbs5RsmEC3ZM3X70OCOZfcpPG4/BWUNVaiG6Zacq8yPpP2sUa8Xh82S68wI6yzTJ4kk41xab24MOd4JEHk+0P3/W0RfjnI+Suf4dpep3C6YXDXGm5aP49VtSX8ue9YTk09CZukTuK1KDX73c3vlyAI9E7Ip3dCPr36nYFJEDGLJnY2WprljY2WDSyt0ZM/eHcuXq8P9O922BVQN0515Pka+040c6olHCyWo1GcX62bokRPiFpne2rHaeVlJhyLzZRGedNy2naVjS5DjPq7M7pWLeO4ERPJ792DsrLFhj4pkGBVAwpEG6cO3n0/sqEgIHfxfVHi9zmOTqKsrAyXq+smunEcWrz77oeHugpxdBFefvmNQ12FOLoIEyeeTGFhETsaStrOHEdMxMdO7cORpKx9mKPlW6lOgrTVdONEUIWiKEycOMFQjnHS2lVQJ8Sa1f1Ay9GNOUbR4vYeD5GGJwWVYWA0PmmT9eiJvKEkRTGIHLY16RUAiRSbGtLYKqUa9htdBVsqp/2dPzHRgWQ68Gdnk0z8KncIknD4dlOzKNHf0Y1ltbvazhxCjc/NSRn5/KnP6LBRqiOwSxbMrYS0bRlaH9Dbq6IouLway8/4jNW2d/Y5p8YuSemM24jWro3/G9tdrN/BNo4YdbUgqPjw+stDq5AdZWyqZQQixDnFiH2xz6/tj85z4NdtNaWi3cetW/fwzdc/NssjCJpxqr0G6DgONb7//nuuvvpqBg4ciMPhoHv37px77rmsWrWq7YPjOKqQmprKiBEjDnU14ugiXH/9Hw51FeLoIvz611PbzhTHEYEvv5zPpk1bDnU14jgIeOWVVxAEgcTExGb7Vq9ezeTJk0lMTCQ1NZXzzz+f3bsPLoctzpjqQgxJuwyAUZbe4TRLqk693VT7DirFM5IJUFtby+zZnxE5Ue0K6IyMQLDKkN7Zya5x8hj7eJs5LWb6cfbz8clNbJA/o1vCSMxSIrtqZxvKNTLGjO5z0UYpneXR6DbqxbR0PUZDGjiDKu0oEHSjMqyCtGb8il2e9n90fvV+NzQ0AA2E77N9WDhHv0TVMJifotOfBUEtc3OVTmEt9egGmzW16jlW+/SXQbmsfyCKRNXoubOqWzhtoDJAP2eySt3d69Rp+4WiakgKGCKGKbJutBQU9X5VGGjejV7dNXO9rEbOOL4pg2Mcg/ik7DtqtjaQaDFjy9M1IhSnrkSu2YPO69mb/2xbS9BcS5JJ7x+FcijyjFs3UBQ3GSLbBNXXVVDRWVJlobxbBf1+lNT/bDhndKQUBbevEO25ubyxnr3OYvpy/ptUNmxjuVQQLsHp2hbjmLZgZAJqmlZGVk572l17ztVa+2ypTL1PKYqXoOIzpLfWr4g6h8Ku2k9bPbcvoLb7ngnjwmlN3tIQFVx/VoJgD7ubGFETctHzGqjfuTb1uDSr3mds/pCbhJhCtaDS3SZPOZGK8irWrduCyxBhMs2sMv3qmjahv591aC4kqYbqZFnVvlTLbkyCyMDkdIKy7ppR6dUo8uAOHl0iAIeDTsLzzz9PdXU1N910E4MHD6ayspLHH3+ccePG8dVXXzFp0qSurWAcBxU2Sx4AVrPeh7yi3uEiXacjsW1bLN24rsQv038Fw/UaI4w5bN0BPfoYgM9vjFPV8fp1JnqhMRqYFo3sYEQie+CBf4W3jQup2pjEJ+vXW+1R9zcFdNepyoDOnqsS1ftUFtDHB26fPhbWIug1mXVZiQazzvx2hFyRXII+XnOFXExlw9hCEZsv+LoN8gH+gB5JuNihukSWuoaH08oc6rfLJuluVlbJGHlW3W+MqmcITojTp/5R5defUbVQF962B+2h//U2VieoUfUq/bpmZqPLMHaL0a464oIXDDbw889LIqITHrgLn3Ex+3DDgbmyGt3hYkFbDJUMml1yDPdBY6TAoKyP752K2satgj7mFmJ4mQgRC+H6/unTr+X992fhbtTTtLq0VHdJbDmQgfGbLxnGilJUnZQu0hs9HHA4jJ2isX//fm699Vby8vKor4/UnNi6dSsTJkxgxIgRfPjhh3g8Hv7xj39w8skns3btWrKysg7s5C3g8KViHJVQWTsq5PBPUQK4XFq0qK5+4UYbug6EgdE2o6A1tyiL6EBRgvhl7SMdq5xYE9rotOhraIvppDNCAkEXTvcenO6dCIIJUdS0Adp73426P7FcsASuvPL3iGK0m9TRi5HJAwkoQb7b1z5fw8t7DwQBbl+7BJ/c9QPbaKht0mhIiWbkRfcR/e+ysv0Y4Q3WEWl4aa+xSHclVF08LYZ97Tm2vW2prfZJ1L5YQRHaurZY9y/a5dWYp3UIghDSV9AGVEJMo9SB4rtvf2TdutZW/Izv5/bh0mVfcPnPcw6oXkca5IP06wieffZZvv/+e6ZPn86pp57KhRdeyDfffENGRgYPPfTQgV5iHEcQkpOTufLKKw51NeLoItx9912HugpxdBFycnIOdRXi6CK8+OJr1NbWHepqHNE4HMZO0fjTn/7EKaecwpQpU5rt+8c//oHVauXLL7/k7LPP5vzzz2fOnDlUVlYyY8aMAzxzy4gzproQYmhFZ7dHtzo2iboAYvfUCQAoSjDMHOhNfwB2sRmXtwRvWPCzK91JjBPvzpV7WspfCSg+fnS+SFrSCETBRHn9T0RrPzV5NNFggVJr7/DxU2wnAJDvOJmV9etJDNZhEm2YxQRspixqPVsMddMmtSYggCCYQ6sF0cao1tlbkdcvA0Fqm9ZjnEQrYSHL9hoYjJo70S5ZKj7++BPUCa762lCZYer+lQnDQrXXLc31AfXZLCzVV5Y2sC68XdyoMoD8BiHDpIR+4e0B4hgA+hvESS2SXp/asBC0btjIlNUV6iqDoPleeW142y+rTCdF0VeBjKsfpYLKuNrhzAIySDOl89WWCiZYC7CUG8QwDYZKU7r6ujlmRJB3HCdz2ezFNATe5/Vxp5FktlDlC2lMWQwr5UH9FZVmVe9TmkUvUxNpdzhTw2mRqzdGQ02k25qO6GevHzNs6ImsXrWDTFllo9UH/YZj2tuXjEYbJSSw37LmVWQ91J8oWJEVL22zmNpun1qaTUpDVgL45Cb0d0R7DWXGsqKNWppIpwNBEMhNOA6bKQNRkNjT8D0A22tntVC2BQEBs5RoSNXPp71bPaXJ4bQ8h9peVjToq977G5fpx4fEWy/4zThmz/6MqqoqVhq01x1mrS82Z0sBuAV1lXdbvd4X0i0qC+uOgimYRYkKZ2LEkc6Aej9qvEIEuyuOrkG3bt2apSUmJjJ48GD27dsX44g4Dmdoq/RBWWfyGNkyJlN6s2OkkPG6urqRV199H1FMbJN1cChgFDXWGLxGQWkNRjaJP6gzbBwmdXJvsupMB+O98QeMbHgNBybEHAu/1L19+ulnwtuqfqiK6gR1rJLk0wUffaFrKxZ1Zne1f0d4u8mjip7Lss7c1oJ7AKTYewHgMOnvEwv6fQ4fgz72SZBUtniTIXhPk09nsGkslQi2l4GFUuNXWUnFss5q3+tSr0kSdDZMqkVftAsq6jfEIiqG/fp2hk0tv8Gv19Mf0AXZxdD3WTAyU5SQBqphUa4rGXCimIDV6ugC+RAjOr7QezDYfZoIfFeKuEdCCp1Hb4taGw4E61o4JvRsDW0tENTfM/VeNSiRz6z3Yy1gi8unt2U9kjFo7w5ZbuT22+/gkUf+jacDKhbae0zzVAGoFtX+oxgY5gHD6MkVGm9p7TNIx9mdcbQPb7/9NosWLWLz5s383//9X8S+QCDAl19+yZVXXklysj7ezs/PZ+LEiXz66af8+9//Pij1ijOmDgFEwYzNnIHNnEGmuTeZ5t7c8fcbSU0YhNWUwcFjTh3YBCmgeEmTeiKH3WCMblASxsl3S/UflzaS3+adS9+EXmQljKSbYzSptv6GuukTX5OUhiSmhIxHscpr7zVpk27tZ6wntI9F1rYbo4azzjozRHHUutfRz5zKt/dlcUX7RRGn9e/BnEtOY31tFX9bvaRVpl3HYWTrtMUIatkoBSJeb1e9IqONRdF1igW9f9ksPZDERFpuS+1tn7qhqk/S2fROOiMqf3uYUlrdY7Vvfb8oWhAEMwnmbohCNBMp+hmpdRIO8B3VrMaKfo5Zsz6iqqqyldwd76endxvIxMz+B1DDIw+ycnB+oAYCMf683uYRsFpCfX09q1evZsiQIQfpyuM4XHHXXbce6irE0UWIs9+OHuzZs7ftTHEcEXj//Q8OdRWOeBxOY6eKigpuvvlmHnnkEXr06NFs/65du3C73QwbNqzZvmHDhrFz585Q0LauR9ww9QtCVlpeuZr5ymwkyURqwiAt9y9TqTahT0ZtYhKJUib1ri043buJrc1jZIbEnuSlW1I5JeN47OZMJNEa8kGPdlcSEAQx5NIj0Zqxq32IdjfqiFFKOz6aeRIby5evCEUJMjLVjm7DVL+EY9jV2MBPVe0PHXhSz248PuokvthfyFPb1rV9QLuhtaOOPmMj1LYyfvzoLqyXsR7tNYaqdREEAZPUmttpe9unlkdUyzToFXQckfpSOtpzbcZnZGR2dTV0Dbn6+roWz9HoKaK5W+fRb1A+3NCzZ09SUlLCv4cffrjdx15//fU0NTVx9913H8QaxnE44sUXXzvUVYiji/Ddd9+HpBDiOJJhsVg4/viuHD/FcSgxfvyJh7oKcbSCjo6d/vznPzNgwACmT58ec391teq9lZ7enK2cnp6OoijU1tY229cViLvydSGcgvogKxSdVuzyVOELVOMPNGCSEkOh5nX2QFUoStwfp1zBuu930lTv4SMW/6L1bh3qpO67+hkYjSwBXymxJ5+6ttL++m/RJq9zU1R6plJ9WrMjJNFCor0fje49oWPVSbY/UMGBGRdaQscGPVnJY1CUINXO1UxLuxmLaOfj6ofRJ7JGI6KA2WzC4XDgdDag11+dfH9Q8TYOUzY1nom45HoKvesp8RUSVPw0yFUIggVBsBIM1mI0TERfeyDoQVEUAnIDpYFFJIoZDMs9CU/Qw4LqpZS69pMg2Tg5fTgnpA5EEAT2uX18V/UTu1z7CCoWBicOI93XH7/iocS/CWdgN7LsRRJtmE3JWE2ZZJn74Qs2UuPdiidYiYBIsiWfpkAFgiCyokYV0FSUHI5x5HLV0gVcVtOLKo+XnAQ7Nx8/iByHSkcWreo1iFkWnl2ymeVFlSjeIMdmpfLo5tWMSivmhIw8Tk45FY/s55Oyn9norMAhJXBC6kgyrep1iCGj55La1Wxu3ItFsOAP9kYQRCq9GyOehX7vO2OYgo9nzUcUTWwILlDv+wG7M3Sk7eki7E2eXbTGiJqa+le+rn+ajKTRiKIqlFpStzBmXg1Vwd0dqIt2Xr1Okcaw5ufpl3w6ABenDw6nvSKHxGjrF4VSNKOzWqaC6rKrRgVUsbd2vr4do1bmetWFNbZLC6h6Xr6QoVytZ32TrjVVz6ao64i8zk21bwMC2wzuRA3+awHIsuo+gSMy9I+0pV5Nr/IoEWK9RwMOdImgpTIB9u3bF0Ebt1pbFk814p577uGdd97h6aef5rjjjuvi2sVxsOEPuiL+B5ANbn2aK5QxmIUkqa58kmjjoosu5OWX3jwsXfk6UyejuLl2H6yGwDJG92ZNjy9S0Lxr3PcOFJrLE4AYqmekK1I0w14gJSUZURSRo/Qni0Ju4A3WvSRYcvAFG2jw7sEfbAy5DAkIgil0H4xvqMjvk+5OqeD1VxMIurCaTGRYBuKV66j3bMAl12AVkzjGdjwZpp7IKDQFa9jl+Zn6YBkWIQGLLQu7OQt/0IUrWEww6EYhiIAJk5SE3ZoVul4XXn8VsuxFECRcHg+iaGeHQxftz2wYhjvoZHV9IWW+ElxBF30SspiUcQIW0UyKObQ4LMm4gl6+KF9GmVeXdvAF1f6RKOUwJuUEqnwVrKleijNYi0NKoZd5NGmm7nhC91RWguzz/Yw3WEcT9djMWSEXxFgL4p3ztggEFGbN+iJCNP9QoC0XPlMoQrexnrFcbSPK7FL3xObQXPhEQZ+iKyHWudIiwUEJ7dffA8Yxkbbd6NYjaMd+dxihntNqNbFjhzqv7cj7THuPVQbq9MTQ+qrfEFDIpOjX6Rd8obqF3Ls7EajhcMXhMnb6+OOP+eKLL1izZg2C0Hrfbm1/W8d2FnHDVJchdnMLyE0Egi7s1u6IgkSjZw9Wc05EZAWAbcv3IZpE5IPywot28+lIYzKKeGsvxJbcoGId0z6YpEQS7X0ML02jFlAso5TRraijMLIi2oJaB1kJYjal4FXcIQ0C/Z726NGDMWPGkJKSwvbt21m6dCl2ewIgM3ToUDIzde0nWZb54YcfWCbXUeTdRGJiIlPOmUJqaiqFhYX8+OOP+Hzqi3/o0KHU1NRQUhLtIieF6uTBH6im7ylDWL58OZ+VN7G8bi0paSlMPX8qe/fu5ekfZrE2fRjnZZ/EfTtew+SwcM5551BeXs6cbz8hy9SXumAJokXhpFNOokePHuzevZvFixdjNVXjsCdT6PyK3NxcJp98KvX19Xz99deYxESS7cdE3KU6fxP1ATdf1Lvo168f365fjywpPHpq5ERx4a5Sbpm9jFNPPRUhWSAjCyaE9r21ejU/lNewwVlEt27dOPPCM9m5cycvLX2fcaljOC9nGgAr6zfxbsmXnHTSSZSUlFBaWIgomMnsYWVonwnhczU1NbFixQo6Z5yCa6+7lMcefaHDxx04tPbdFsNPvS6/4iHTlE9Q8SNiJhB0hfZ1pUEXIo020cac9vX3SCZl9HV2pE/r/VgtM/qdo167qlEHxNQq0O5t9Dst2ggXX8H/JZCcnBwxuGoP/vnPf/LAAw/w4IMP8pe//OUg1SyOwxlLf1yOxWLBf/BjacTRZVDf2QMHDmT48OFYLBbWrFnDsmVLkSQzoDBu3DhsNn2s3NDQwOrVa0jw5+Dyl5Kdnc2kSVOxWCxs2bLF8K2HcePGsXnzZhoanMT6BiqKh4BQyuhxo1m8eDE+uYFK7yb69OnD6adMYfXq1SzZ8CZD7KeRKGXxc+P7dO/enfNOm8LmzZtZuXIZDnMeTf4SkpOTOeWUCaSlpbFu3TrWr1+PQhBJtODy7qN///6MHTuWnTt38vPPP4fc8nW4gg18Vv00iiBzzDHHkJuby9dLl5BqSmJc2siIvAuq1jK3fhVjx44Np2kTuUWLv6fYs4/trq3079+fs0+cxPLly/lhy0yG2c8g1zICgJ3eJdQoGzhx/Ils2dJITXUpgYCTIUMGR0TaKi8vZ8uWLXRmHJGSksxvf3sRzz8XZzMe6RBFkWDw8DB2xxEb7R07NTY2cv3113PDDTeQl5dHXV0dAD6fOj6uq6vDbDaTkaFqgWnMKSNqamoQBIHU1NQuq78RccNUl0FlcURbEP2BOsymFCTRhkmyYzGlEwg2IAqWCEHEhCQrshJkReNnoZSumghFr0h1ZrKqTdA6gkjjVKx7E1FLRcEfcBpSovWAInIb6tOZSbd2fFv3WK1/UPYiiVZMop2fnbPIMvfGOAH+5z//iSzL1NfXc8stt7BlyxYuueQSAB544AF69uzJrl2qwc3n8/HDDz9Q5N3EjTfeyJ133snXX39NcXEx55xzDm+88QbDhg2jrq6O+++/n/nz5/Piiy8a6tR85W/+/PkMHjyYnwpXMWLECObOncv777/PddddR2FhIVdeeSUr67bSvW8vFi1axKxZsxg0aBA333wz06aphp6vv/gar9fL9u3buemmm9i3bx/nnXcehc6vOOGEE5g1axbvvvsuvXv35q677mLSpEl4/FVh8p9HrqfC18AXX3zBsGHDyMjI4IILLuCb5T+xamBvjsvOCNe7vEEVcfzTn/6EJKkFJCcnM2XKFHr37s2GfUWMGzeODz/8kA8//JDp06ezdu1apk+fznEpI8i3p/Ba8cdcfPHFvPnmmzz11FPcfee9SIqZyy+/hssvv5wNGzYAsHfv3tBgtSPtQsehNUpp2y31Bb0d28VkkqUsdjWtwWpKI6h4Y+Q3Hqfg9pVhlpJonzaVEZrRpiW2VMt9S1EU6t1bDeXEus72Qr1+RVEIyk5aM4wlJCQzfPgx/PTTsqg9rRnsI41Tbb3D/ldg1DXoyjI7g3/+85/cd9993Hfffdx1Vzya1/8q0tJSMZvjw9kjEc8++yxbtmwhEAjw4IMP8uKLL/Lggw8C8O6777Jnz57w5GjHjh2sXr0ad6CMZ555hnPPPZfPP/8cp9PJlVdeicPhYNy4ceFjL7vsshjvfBUKMj169OTLL78kJSWFSu8mLrroIh599FE+/PBDbr/9dmbOnMljjz2GiIkzzjiDV155hffee4+bb76ZefPmhd2GN2zYwI8//kh5eTn/+te/eOedd8JiwldeeSX33Xcf7733Hn/4wx/YtGkTf/7zn/EEarCFWLhV/v3IBNlbuBeXy8XAgQPJy8uj1t/QrN61/ibS09P585//HE7r2bMnffv2JS8vj+2urfzud7/jH//4B7NmzeLOO+/k6aef5tlnnyXDNAC3XMce7zIeeOABbr31Vq6++mo+eP9TFILce++99OzZMxxA4ocffggZpjqOurp6nnvuFYT4os4Rj9zcXCyWro+U/L+Gw2HsVFVVRXl5OY8//jiPP/54s/1paWmce+65zJo1C7vdHp5LGbFhwwYKCgoiFg26EvEveZdAXe3fWzcHdYXeGNXDT1D24g+6CQY11y6ZQLAREFjpeRmAvduzCAb91Piq6TqWg26USrT1QRBMON070SeOHTVOdRS6caqiYSkgMLN+aRt1jcVmiu556mTWYspBECSSbHnhPZ5AfXjbHYo0IRjosGMTLqXI+xPF3hW0bZxSn2tN4xpDPoX6YCVGN7FrrrkmfERSUhK1tbVkZmZSVaVSZ1966aUo4xKMGTOGBx54gGHDhlFYWIiElSBeBgwYQCAQuewrClYc9j44zNmGNBGXrwxfIFLM+a677uKxxx7jySefxGq1UlhYyJAhQ9i0aRO33norr776Kv/4xz+QJIktW7Zw0kknsWTJEi666CLq69V7Z7fbKS4uZtiwYaxdu5Z7772XBx54gOeffx6ARYsW8atf/YpPP/2cHwKvq3dBkRGRuOSSS2hqamLVqlUA7Kpr5OT35nNsUg9u6D+USd3yOWNMLgMyk7n00kvD9Z4+fTqiKIYHRPfccw+TJk1i586dOBwOioqKePTRR9lYv4pvq7xkZmZy++238+abbwIQVPzIIUbfxx9/3CzCRNvQjUGSlBE2Gj9656O8NmM+nlCkkCbKcbKDttlB7elbsQxCej3Mpm7Isoug3EjLRibVuPNZ7UNo7TXgc7WSX4NMk7cURSlCZyy1t95avtYNOdtrPwIEnvEPVa9MUahv2oDez9XrH5x8KSXuZdT794ZSOnLvFAJBze1FL9Niyg73+5zEEUiSSGV5NQmGSKEA/kAt/mBtK+fUrykYrEJ7b65DNXYe33hyOGe2TXfr65Ogrj4FFQueINB+6bU42on777+f++67j//7v//j3nvvPdTVieMAEAhobknGfmj8NjdfrfcaImLV1O4jNU2krr5Zti5A10e46wg017eWo3F1HEIo+pso6pNNo3uSEsP9SjLpq/H682odxqhlMrEjmJ12mi7v8MEHHzBr1qywYQrg7rvvZtmySOPSVVddxeTJkxk0aBCNjbpr0ejRzTWNBMGK3aKPEUVR/S54/c0XW++//36uueYavv/+e5577jnWrl3Lc889R1NTE/fddx+33HILs2bNIiMjg927d/PUU09RWVnJsGHDwuOn5557jk2bNnH//ffj9Xr597//zQUXXMDSpUuxWCzs3buXJ598kh07loZdthTHSQAMHjyYpqYm/H41wFCVF7Y2QO9EtS/0TwwwIXMQC7et5eKLLw7X+4UXXuDHH38kGAwiiiL/+te/uPjii/n555+ZOXMmixYt4pVXXqHIv579vrWMHDmSMWPG8OOPPwKR0TCfeOIJPvroI+MdpL3jAsEQVbBv/lCmnH4KM19/L5zWlW24dbS/z3amTmqU8IMHzV1OMUzRY7kkGu93W+6HsRDLhU9z7wOQQq64FRX1NDR41fMZ3KnbG+nQeJ4GjzrGT3F0D6clK7nhbauiSlFokSQDipetxNFVyMnJYcGCBc3SH3nkERYtWsS8efPIzMzEZDJxzjnn8Mknn/Doo4+SlKT6YBYVFbFgwQJuueWWg1bHuCm7S2B0ZYkU/RYEC4oSNKTFEguG2tpqamq60iilQZ0E2syZWE2p2MxZbR7RtYiORtbSL9oo1Vp+tVyhWaSvtiEIAr2sJ5BnGUnbHr/RQsjR7kvGyGQqxo4dS2lpaXiQ0hKuuOIK3n77bQoLC8m3jidR6gYIbNu2LWKgFap0ey+PiRMnMn/+fMamDsTr9bJw4UImTJgQ3vfVV18xKSsfZIVvvvmGiRMnAtAneCxDEi8m2zI8TNnV/u/Rowc7duzAKqYCsH379tBgUm/XgiAyIeUKMvy9I+ozLq2A+475NQE5yB9Wz2dhZRGJFjMbbjmPqn/8lvfuOA+Aa665hldffTV8XE1NDYWFhYDqjvef//yHU089lUU1q9nWtIn//ve/3HvvvTidTqJx3HHHcdddd3HhhReGGVltw9iu9Gf6wUsLI3JJ4Y92W+25LYah8fho1zYAAVEwI4nJqOGOY7XVaDe6yOABrb9HRGyWXGyWHi0c31lE9xmdMenyGgXG9XpYxER6JpyCKJhpPzMzluud7u5oNEYD9DumJyNGREZrUxSZYLvCPUe/l/63oSgH59cRPP744/zjH//gzDPPZOrUqSxbtiziF8f/FioqKtr85sZxuCFyEVIQhLD7XVu48sorefLJJ2lq8mA1Z6EZIlauXNnp2uTl5ZGfn8/ChQvJNQ9g7969lJSUMGrUKGw2G+PGjWP+/Pl0twykurqa9evXc8IJJwAgezPIThqP1ZROMBgkGFTHRmazmZycHHbs2IEoWPD5fOzbty80JtO/dXZTBj0cpyJ5EmLWLagE8ct+fHKAfHsWr4+4kQUn/pmrex2P3W7nkksuCY+f+vXrR1JSEj///DPHJg1my5YtuFwuhgwZwi7PQoJSE8899xzXX399zABFZ599NnfccQeTJ0/u9L0EqKqq5eNZcw+ojDgOD5x66kl0757bdsY4WsXhMHay2WxMmDCh2S8nJwdJkpgwYQJDh6qLyf/85z9xuVxMmzaNefPm8emnnzJ16lQyMzP529/+dhDukIo4Y6rLYHRdc6Mo6qRJ0z6R5Xr0j3DzCaMkmfjNby7hnXfe7eJ6qRO2Kqf2we6My8yBQnP7aQtGo51MsrkX2bZRAOz3rVX3KDKCYEIQRDx+ld5d7y4Kl5Bg1Q1viTbVIm8UOl5a/0LoDB2ZAEfbb4Vm248++ih/+MMfMJlMnHfeeeEVL1AnUQ888ACg0stvuukmhg4dymeffQaI7POtYOzxoxg8eAoA3377LUVF+jUlC2lMsl1IboLeXZsCCruU9SxGvzaTyURmZiYVFRUMsA7HLOykoqKC3Fz1g5KTk0NFRQWTUhNYV5dAZWUlubm5iIicmTWZlQ3L2dS4jscee4wlS5aEKZxr1qxh6tSpfPvttzgcDiZMmBDeF5TrwvdgvbyJgEmJkPIpc5tYUWNlW1M5ANeumse1q+CfZ47i7skj+WhpMcOHD6dPnz7Mnj2bnJx0mpr83HPPPQiCwKQB3fl+2/6wiyDAueeeC8CcOXOYNGlS6EwyCjK7d+/GYlEHgDfeeCM33ngjEydOJBg0soJae9YCyfZe6l+CwO8vm8R3ry8n0ay1gd7UUYaiyLgMwpJeX214W1ZcoRWilhh5avtWtY+CqHLuWv10A7fXXxrebp0xRQv7WrpGtS+6vHtDadGGpAN9P0Qyp+oaNZaU0fis/S2ztu5VjIbBjp3HaFQDsCAg4DOIbZY1rqVsxVr8wQpk2eg62JFzRt4Td1B93kYadXaCC0VRWFRdSI2phCv796dXRTaNAS9sI44uxBdffAGobszz589vtr+liLBxHO4wPrf2s5McDgcjRoxg3rx5XV+lw0RIvCOQJJ3dZBSMD6eFGDKyYRhk1D2VQ9tGoeNAQP/GdTXmzJnDhAkTqK2tNXzTVcyfPz88nrr77rt56aWXGDp0KNu2bQNEvP5Kzj77bHJycgD48MMPIxb37OZ0eiUcH/5bDr33K+V1GJ9tTk4O1dXVyLJMti2fUv+28BgpJycHt9tNY2MjA5Py2e/bGt6XJGZzrGUauzzfE1DqefbZd5gxY0ZYs2XDhg1MnTqVmTNnkp+fz9ChQ8nLy1NrEloY2eNSAx4lWHPBpbPgy7xevqz4lkLvknCaiMCdBedw/bEZLFy/hQsvvJDNmzezZcsWutns5OTkUFmplnFyRi4bnJvDdQX4+9//zuzZs9m5Uw/SpN2HFStWYDKZEEWRZ555hgULFoSidrVvXGCSdO2s/B59GHrsMcyZ8304zRdUXReDQf35RIp5G7/PraEtRtTB7rO/zDuhLUZSZ1hSsWGUCNGvTVu4mzPnMwRB6JLvqhx6H6lavSpSBN0gmxBiNJpFtU5+Oc6fOVQYOHAgCxcu5I477uDCCy/EZDIxadIkZsyYEaFF19WIG6a6FNGi30b2ghKVHtnZvF4fn332eRfXJ9pFSEtrPzX34NSlNegTxl4JE8LsFY1y3rloGMZJsTGtI8dHI/J6br/9dv7+979z+umn89577zF06FDKylT/nb/97W/NXPncbjcOhwNQUFBIT0+nT58+XHXVVVRVVUUYpgQBbIkWBEXGkZ5AY7WL9LxkCvdGtqFgMIjP58NqtRJUFIIEsVqtlJeXh89psVjY5fIQEBWsVisulwuTaKKi136+XTSXv/3tb5x66qlMnjyZkZlD8Fsk7rzzTj788EM2btyIyWRiz549BsObzNVXX8uXX87htFNPYtvWzazeoK94pnVPZmPJKsadOC4clvSrr77iqdmf8IczT+HTTxfz1FNP8c477+D1ern22kt55JG3w0yncf1y+X7bfv7617/y008/kZKSwgMPPNBs8KrhvffeAwREUeQ///kPW7ZsYfLkyXzzzbfk5nZn//79YTfLpKQkGhsbkSSJQKD5QEMURTYvbh65ThvAS7Ie9cLI3hNIQDVKa1FujM9Jb98mKR0I4g/UGPJFGnW0Ett2OW0vot9R0UbWrgq+0NZ1xNrfFls0mjWm5Y00SsXC6WdMZOOmn9izR3ueOruqq96F+9z13LphPpucFZgEgac2buLeAVMYndq97YOPILSHD9iZMjuChQsXdnEN4jiSsXfvXoqLiw91NeLoJKZOnYrZbOaPf/wjX3zxBYMHDw4zts8888xmLEht/KSNB3NycujTpw933HEH3333XTPWuSPJTpPTTXpmMvUNjSSnOKgvM2E0MLjd7nAkK3/I9UgbI2ljJ0EQMCcK4NT3iYKEN3cjlTs289prr1FXV8e9997LwF7jKSrfxDXXXMPbb7/NTTfdhCiKbNiwAb/fj8PhIDk5jeHDh1NXoyCKAgQklq5cH67TMSN6sHD5l1xyySVMnToVgJdffpl527cwLnkSuxsbeO2aa3jttdfIz8jgxKR0dhivwy5GXMfgwYOZNm0a48ePj/kcHnvsMURRQlFkXn31VYqLi/nXv/5FaWkZ3bv3CI+famtrwwuAQExh7IaGRtatjTthHQ2YPv1PfPDBh9TUtM+FN47YOBzGTi1h5syZzJw5s1n6cccdx7fffttFZ2kf4qbILoeR9WP8aZO+lpkbN91040GqT6zf4QqjO07rzbM91ntVy0ubiCvhf7TTN9p4rMlkCv0vkpycRM+ePXE47FgsVlJSUlEUhfnz57Nv3z5GjBgRUUpCQgI9e/ZCEAQEQeDrr78O0bkVzGaRuXPncs8990QYpDT4hCZcPXewxrWU2rz9+GQvg8b3QTJHuqkpikJRURH9+vXji9IFyIpCQUEBe/eqzJi9e/dSUFDAt3t2Ue9tol+/fuzduxef7OO1RS9z0003cfnll3PGGWfQ0NDAIHsfRjnGUFxczIknnsgJJ5zAscceS0VFBYsXLw6f9/XXX6OysoJlS1ewbcfaiDqt2LmMCk8JO3fu5OWXX+bll1/mp59+IifRxtsLfsZisXD55Zfz6quvct55Exg+oh+BQIBFixaRnp7OQ3NVpl9BQQElJSX069eP7t27s3HjRsrLy5k+fTo33HADb7zxBqCyxhyORLKzs/H7/ezdu5fMzEwkSWTSpImIosj556vug1dd9Xtyc3O5+OKLSEpKJicnhwsvvICCgnymX38ZSckOzrlR1RA688aTSUxPYPxvR3Hs8P5MmjyWyVNO4pgBfbngwrNJSkrkkksuAODcc6diMllCz91B//796d69OxkZGeFVBqvVBghYLDaai4NqRhujy2hXwmjQ0dt3a++mzp/HaGxr6TqhfUYpY1075nr43bc/sGfPLiKNW13rNr2loZJNzgqeGHoWq877NfU+H6tq93dZ+YcLNAHPrv7FEUdnYTabmT79T4e6GnHEgM1mQ5IkMjMzSUpKIjs7mx49epCamkpSUiKiKJGZmYXf7+e5556jb9++ZGdnR5SRmJjESSedTGqqyrjRx08BRFHktdde45577gkbSowIyI1k9HFS7dlM92MEHA4rQ0f0xZ4QGU69uLiY5ORk0tLS2OReiCAI9OnTh71791JZWYnX6yU/P5+fSlWGpjZ+qg+WsHr7Al566SWSk5O54oorkGUZxZVIpm0gK1asYMCAAUycOJGRI0eSkJDA4sWLaWpqorR0P199NY/1G1awZcsWVq1bGFGn75d/il9x8fPPP4fHT9u3bydFtvDWkkUUFBRw3HHH8cEHH3DZwGPIs6t6nNnZ2SQkJPDylm8wmUz06tWLvXv3Mnr0aAoKCti/fz/l5eWccsopPP/889xxxx2Aqi/arVs2CQkOKioqaGhoCEfnmjz5NCRJ4txzf0Vubi5nnnkGY8eO5YQTTuDSSy+hb9++/PWvf8ZisXDnnTeTmJjALbdeRU5OJpdfeS6jjhvClCkT+fWvpzJw4ACuueb3OBwOrr32agAuvfQ3OBwOTjttEnl5eQwePJh+/frRrVs3BgwYgNVqpV+/fgDhcVRckPuXwUsvvRw3SnUB4mOn9iFumOpSaC46FsymbCzmXCQpMyQmpxmnJFqaED344EMHqV7GieHhbJQyQqCWkvBPFEyIgoljrKeSQhqyrwYUL6DgD1ThD1ShUIfLW0liioIsOLElVtPkKcRut5OX1wNQ6NUrF0Hwk5iYCIj89a9/JT09nenT/8Tw4cOZNm0aU6dOZfjw4ZxwwvGAwsknnkn3lCncPP3fjM28mgRLMk1NTkCmqamRMWNG43Q2oCgKkydPpk+fPs0iGbjdHvbt24+iqHTYd955h6FDh/L3v/8dq1X9uCYlJZGSkhJxXGJiItYkEz9smcMWZSUzv3ueIt93OJasYYC1+SDs3Xff5cYbb0QURUaOHMnIkSP5/PPPw/uuv/56TCYTxxxzDJMnTw6LXE6fPp0bb7yRSy65BEEQSE9PZ1b517y541W6detGYmIijY2NnHnmmUyZMoUPP/wQgCFDhnDzzTehKEH27P8RpEbS09MxmUwkJyeTnp6OR3HjrpJxr6vihx9+oI/Vx8w/nMYDX6/i17/+NYWFhaxbt47zzx/PuHGDEQSB999/PyyAOmzYMAoKCpg/fz6rV68mPT2d7OxssrOzef7553n66af53e9+B6jWfZ/PQ2lpCWeeeSZjxoxh6dKl+P0B3nrrbWRZ5qWX1IAD//3v05SUlPDuu+/hdDZQVlbGrFkfs37TCh5/4knqnSU88fqbLPAu49oH7mZm4Sfc8sJDfPPD67z3yZPMnf8u6zZ8xxdz3qa+oYQfl35PIFjHsmUL8fudZGZ2IzExCbPZTFpaGomJiYwadRx2uwOfz4s/UE6Cw4dCgCuv/D39+x/DRRddyKRJkzjhhBP53e9+T48evbjllpsBuPrqqxAEgfPPP4/09HRGjx5N9+7d6dGjB927dychIYH09PSw8bO1vhVpKDIazLv6/WA0TrW0X2rjvDrLzGbphd2aD9iIjAwI4EPBj0IARfGEf/5gI5dd8StMJrPhfG2ds3XkmoaQaxpCklkJ/wYlq4Nlu2RicVENQUVhUsYoatwHJ3JJHHEcbRAwhX96P21bJ9DlcvHkk08d5NodOVCUQPinQRRt4R+CCIIY8Z4URB+C6CM5xUpqqoXMzAQGDBhAWloakyZNwmw2cfHFFwIK11xzNZmZmVx55RWMGjWKs846i3PP/RVDhgzhL3+5npSUFO6++y4s5m7ceMNtpKbkc+bpF5CbM4j8/HzS0tKQ5QAWi5mBAwdQVVWJKIr86U9/oqysjNLS0ojraWpqYsmSpdSF1O2ffvpprr32Wi699NIwuzonJye0eKgjJSWFxGQTKzd8R9C+j0/mv0xTaSlFX9VCTWS7cjqdzJs3jxtuuAGASy65hMrKSjZs2IAsy3zwwQfcdNNNgMristvtLFmiutg999xz9O/fnz//+c/hcc+Omm8oql9Gz549MZvNNDY2cssttyAIAkuXqkGATjttEr/5zcW43JXU1u/Baif8DU9PTycpRQ2ooZSaqFhZh2NrJROkPK7tMYrPC3dw1VVXMWvWLJxOJ9dO6MU5J+VSUVHBkiVLwgz13//+92zdupXdu3fz5ptvkpGRER4//fDDD0yfPp1///vfAIwcOZLy8lLcbhc33XQTHo+H7du3A/DGG28SDAZ59dXXKC4u5tNPZ/PTTz+xZMkS3nvvfXbv3s1jM2bg9tTxwIMP4fZX8p+nn2HHntU8/+LTLFoyj3nzPmbWrLfYsmUD7777Nk1NdXz++WdAkGXLfsLv91FUVITf78ftdmM2m5EkidzcXEwmE6NHHwfAeeedg8Nh4+qrr2TgwIGcd96vmTJlCmPGjOHqq68iNzeXu+66E4BbbrkZs9nMFVdcTk5ODieddBIFBQX06dOHQYMGkZSUREFBAYIghI1wR2P0XUGwhcTSYxEUjAt+wfBP1UcOctttt3ZZPeyWDOyWDBLkRP0nmsI/iyRikURMohD+xfG/hbgrX5fB6KKTFmb7CIKAKCajKJ6ICCWxcOedf+fhhx/ponocCewoHTabDUEQkCSBxsZGRo0aReUegYlTxvD918u5+JJp/LDwZ/r1sVOxtp5px19NtbSVHxZ9xWWXXcrHH3/KTTfdyBOPv8a0c87gow9nU1lZjtVqo3v3XsiyjN3uoKhIZQ9ZrXYaG90899zzeDwenn/+BUBh3brVUTUT2L0pqBpL3ppPd+UY+krTWBt8k337VHbTAw88EBaLKyws5JJLLmH/fpUpUVJSQn19fYhyrk2GBaqqqhg/fjx33nknW7eqdGen08mnn34adlMpKSnhuuuu47rrrgvX5tZbb2XPwk3IiswuV4lKLTeb8Xq9APz73//mmWeeoaSkhNraWi6//HIanU5+P6CA5557joKCAoqLi3E6nfzxj38MuxueffbZ+P3+kO6Vir/85S98++23DB06lDfffJPExERWrVrF2WefTUVFBSCSm5vLaaedxpNPPgko3HbbbVxyySWAGuHm/vvv5/jjj6eHbxhX9hjFivrN/GHiEMySSL3bx4QJE3jmmWfIy8ukrq6JCy+4h/MvOIV//etfPP300/Tr14+rrrqK3/zmN3g8Hk7JzSZXmQDAB2UfUFlZGRHF8Prrr+ess85CEASKioq49NJL2bNnD81F9dtGMBikvi7SJcDrr0H9YIPXq563ulqNCrdnj6rZUFq6P/yMQQjdKxUae02rS2Wleh/ffPMtQA2HreGnn34C4MUXXwJg7lxVP2XDho0EAgGcTmfYvaBHjx5s27aNadOmMnPmG9x++208/PAj3H33Xcyc+QZTpkxm/fr1bN++DZerCVmWsVqtyDKcdtpk5s+fx9ixx7N27Vqys7OpqKhAEAQ8nq7SMDAiWt+pfUYplUWp5lX1DiyogmaaG2Q0UVov+7vvfiAQ8LdxrljnbD962JJJNdv4z66f8Ck+TsrKpZc9g6aAt8NlHc6IdqjsqjLjiONAcPfddx3Exb3DG8nJybhcLvr27cv27dsZN24sy5ev5PTTT2PNmnUce+wQnE4PkiTRu3cvfvppMRdeeB6PPz6DO+64nQcffIi//vVGZs58m3HjxrJly8bwt0WSJKqrq1EUhTVr1gLwxRdfUl1dzfvvf9CMpbRp0yZAXWi1mLvx1FOqjMGsWaou3PYdJaGcMj179uDNN9+kd+/eyLLMunXrmDZtWpgNv2fPHjweT+hv7d0tsnbtWs444wxuu+02nnrqKfx+P5WVldx5553hsdeePXt46qmnIuo2bdo0GosqCSp+nHI5OZbE8NgJ4IYbbuDFF1+krKyM3bt3c9lll5FmSiPd3I077riDF154gfLycoqLi/nNb36DLMsIghAOImN0MZ48eTLFxcVMnTqVf/7zn1itVubNm8dZZ50V1rwcOHAgffr04f333wcUXnzxRUaOHMnOnTv5+OOPKS8v59RTT2VE0jjy7QVc1ls1zH1fuR1PMMi4ceO45557mHJMd3qlJdLDZmN090z++Mc/8uKLL3L77bezbds2rrrqKnKtGRRYz8Qve2iS69ng+jY8FgT1m/rkk09SUFCALMts3LiRc845J/R8O85hcLs9rXo1uFzqfEgbH6njNH0MpOlkAWFD5QcfqAui2uLiCy+obUsbQ4OqkwXw0EMPA+r4KRAI8NVXX9PU1BQ+jyzLpKenI0kSI0YMZ+fOnVx44QW8/PIr3Hbbrbz33vuccsrJ7NlTiMlkIjc3h+XLVzBlymRee+11LrroQt599z3OPPNMFi9eTO/evdm/fz+SJOHxePB6vc0ibB+peP/9Dw51FY4KxMdO7YOgxFVCO42GhoYQw8XIPBAZknZ5OM8QKQ9zSB/pnYoHm5VhRGpqakSo2I5DnVBJgoWg4uOXNE6JooiiKGRlZeF2u8nIyAhp9wQoKChg/fr1XHLJb3jmmWe56647eeSRf3Pbbbfy/vsfMH78iWzbtj18DatWrcThSKCpycOIESNYs2YN+fn5FBcXoyjBkICx8Z4Tvk5RVMUXVUt/I80nvrG0dbR0mTRTNv3to9gV2I9JtJFgzqXUpRurchwjALAHHOxwfk4AD7Emsd265VBRYYwRH+2S1ZobkoAoWpFjhGwG+EOvSayu38XK+r2MGTOGb7/9lrS0NB4ZcxwrKiv5aHdhOG9GcgJv3TKN04b1ZtjvX2Kbsy68zyKYubbXVN4v+Y4af/PodgDZll6U+yLdC01iIjZLNgHZjcenDjIlwUaalEdVoLkmk4jEJTnXMS6zkRs3vs2qF6dTVtPI1DvfCueZ8fj13HTThbz88hc8/9xs6uubKCoqD+/Pzc3gotF9ePrLlbwx4nf0c2Rx37Y5fFOpir/bzN3wB50EZXeMq4iODKmlQYpdpYYHlQAWUyom0Y7Tqw5sc3KyGDw0jzlz5oSOMR7fFiOprTxaee3J1xXQDdYWi51gUCbL1p3KpiL6HdOP7dt3MHnyZFauXBmOLJmenk56ehrbtm1n8uTTeP31mdx44w08+OBDXH/9n3nzzbcYP34869atC+t1NTU1IUkSdXV1BqHx2PUAkEQ7QdnTwj1Q8yaYc8l1nIAoSPSSewOw1KMOUINBN76AatzTj9H+V/ucgInf/vYS3nn3DZr3w9jnNElJmER1tdpuCgm2Kn5slixEwcyp5lMAOLu7Xu++iS7W1Bcxc98y6vwe7uj3K1zBHniCHu7c9gj19fUkJyc3O+ORAu17d3e/O7FJXcsC8wQ9PLjr4SP+HsXRPkSOnfQ+ZBTtNro4tyeke1ZWVsRktjPQwq93nahw+yCKImazGbvdjs1mIxAI0Lt3b7Zt28bZZ5/FBx98yA03/IUXX3yJG2+8gU8/nc3o0cdRXl6Bz+ejW7csli37mZNOGs/HH3/CpEmT+O677xg5ciRbtmwhJSWF2tpagJjubiraEpRuHd1TVeOMK1AdTnMaAtPYQ4FpJFF1oQsEXTS6dxANUZRISUmltrbamErzcVzsxQNRdIQWgWOPr05NvoQVjXNxyQ1cc801XHPNNZx44olcmnspS+uWstetLx7lWrO4tueFOP3JfF7xMbvdumC4XUylwHoym9zzkFuQhrBJGXiC1RFpgmBRo+0KAfyhIB0WKZWg4o05fjELdm7tczM2ycbFvVUjzhZnJRcv/4hAyI/n67+fz2lDe0FQZm9VA799bj7Ldunjz/6Obvxr4DTW1OSrd0+R+W/Rf/DK6vlNUirBYGMLYtuxF4/MpszQ9Rj7qb6QN2LEQABWr45e7D2ykZycTGNjgD59erNr12aOO+44du7cyYABA6irqwt5aOSxbds2zj33V7zwwov89a+38OCDD3H33Xfx4osvcdppk1i1ajVJSUl4vV6qqqpISUmhsLCQlJSU0KJmS2h/PzVJqeFti0n1xnD79HF1e99zv/3tpbz77nvtyqu9QwEkSRU1Fw1Rkrs5jgWgrzI0nJYu6ULomkVCDvVfv+Jlft3jR/TYID526hiOSMPUt99+y5QpagSzyspKMjMzI/YrisLMmTN5/vnn2bRpE5IkUVBQwL333huO6AWqT/nVV1/NkiVLGDlyJK+88gqDBg1qdz1aMkwNTr2MOt9O6rw7SZVSyLcOoa99eJuGqXPOmcaKFSvDLJZItDWJ1T/UvZPPptFfQpV7LZ3RqLHb7bjdbvr27cu+ffsYOXIkxcXF9O7dG1EUcblcDBt2LF9//Q1XXfV7HnzwIe688+889tgMLrvst8ybN58+ffpQUlISFkWsqanBZDI1E6Vs61qafxSjI2lpedV8bRumWj/fxVm3YRMTWOJbB0CdZyfX/uXXPPHEM5ikpLBhKlXJwRt0ssP5BQGaMBojHI5ETj31VObOnWM4R2vPLdqOLpHiGBKKiKFwbuqpAIxM85JqcpBjTWHaisd47LHHuOqqq7jjjjt47dVX2XzxBeQmJLCtrp4tx5hIS7IxeVQ/7KFVm1tvn8+be7Zwz9CxbKvOYXBiP9ItJnyynz2uMnLt+qCoKWAizZzIT5W5uIJOyn37WO5Zh0m0Y5aS8QRVf/MUKY+A4sUqpdJfHkBDsMwQwQ5SLSJp5gwSpERkaQnPF35H4/x7eH3+Gq5/6gvmfz2D3NxMBgzoGWbDVFfX895735GS4qC+vpG+ffI4bfJxmL5awOA/v0CuN51Hh5yPoij8Y2MdAgJbUQeTAbmRQNCF21+Jy6+tzEYbMXU3rrzUk0PH6aummmHKZBKRqaKpSWuzmrHjyGEiqjD2J2t4IHl68vWsbJpFdaCQjrr5pqam4nK5yM3NxePxkJiYSGpqKhUVFYwffyJz5szlhhv+wkMPPczdd9/Fs88+xyWX/IY333wDj8fNkEHjcTY0UrR/PaDQo0cvior2GQRV9Tr3Sz0fMSQu38wwJbvx+Y2GKQ2a8Us1TJ1yysks+uFbWn8f6kazJPvAcHtMtaiDeZ+iM15bMkxpaAqoA7EtTttRZ5i6s+/BGVw9vPvoGlwdrjgcxk8HwzB17bXX8Morr7br/C2hKwxTdrsdn89Hjx49aGpqIjMzE5vNRmOj6vb/7bff8Yc/XBeeqD7xxJP84Q/XMXv2Z/Tv35/S0lI8Hg82m429e/fSrVs3du/eTVJSUpjdcnDQ9Yap+qZt/O3Wm3h8xn9whKLdaoYpIBSxFYzj2z59+pKWlsbq1asMpbc1ftLzWMzZKIqMogTIt6vR+LIF1UUrQUzBJHiYX/cKc+bMYfjw4Vx++eWsXbKWG3vfiIhIk1xEubeaNHMyxzh6Iwoi+1xqWyz1lrChrgSrmIhNyEMUJPyyG7ei6+94Q+6TtaYGTKIdf7AxtLipIAoW5JBgu9Wciqx4QVFItRUACiZDBLIsWTXkJUndmJitLo5ohikAx4hKdtU00DPFQZ9RPdXEoFq2oigsnLuV3XVO8pMTSSgdjigIfLY/KXz8F7XbcAerKfduQRQtKIqCL1AXMk4JBIMNrd77tgxTdrt6XFNTU8zjj2SIompwacsLJvaxIg6HA0mSMJvNpKenU11dzejRo1m4cCFXXnkFL730MnfddScvvvgSF154AcuXryA3Nxefz0dR0X56985nyZIfGTZsCMuWLSM/P5+ioiJMJlMEsaErDFNWq5URI0bw888/t+v64oap5oiPnTqGI86Vr7Gxkeuuu468vDxKSkpi5pk+fTozZ87klltu4eGHHyYQCLBhw4YwdVTDddddR3Z2NvPmzePzzz/noosuYuPGjZ2smaZdAl65nnrfHjLtwxhs7sOPDZ9GdMyWsHLlKkSx5fDy+nlayqPuN0sOUsS+IcOUmt6vXz927drFySefzPLlyznzzDPYuHETgwYNwuPx0NDQwNChQ5g3bz6XXnoJTzzxJGPHjmHv3r2YzWbq6+spLCwMh9PVVkE06rzmgvjGG28CRLgvdRzREbukqH2xwtrrfyuKgqK0tCoYC9q9E7GJCRF76j07+dutN/DoYw9jkpIi9lmlJPonncMW5/vokRZV9yfVANeeib5m5Ig0UAmCgElSGRs9bOrEeGiSO3x9vezp3Hvvvdx+++0oisLt/c4iN0Gt+4DUFMac3l8/RcgwlWG10RDwcX7PAr4KhAYyyFhEMwMSe9I3UR9A1Pt0UckEKYk+9sFslPUPmgazlIiZxHCdU0y5ZJj1gWeWTX92GxuK6ZeQjcVsYmtRJQXd05k4cVSzMjMyUvjLX84P/+31+ti7t5xBZol/XXYqlz/+GVucZQxKyiHNpIZAFoJFofokYZVScVjycHpTqXVvJtLo134DjCNRoKzcOBE4Eo1S0FJAAUkwM9pxIV/Vz6B5P2sddXV1gO6aqEV+BJ32rVHptXfECy+8AMhIkgmPG4JBM9ndelFatodBgwZRVLSPm266kZdeehmbzYLT2cDEiaeRLg2juqqB7Nx0qpd76T0om6WLoFd+D/bsMa64xzJaq9ceufreEvR37NGoMRFHHIfv+OnAsWTJjzgcji6dCGuG8n79+lFcXMzw4cMpLS2le/fu2Gw2amtrGTt2DJ999jnXXXctDz74ENOn/4lnn32OkSNHsGTJj4iiyP79+/H7/Xz++Re43e7wO1H7/z//+S8Q7eqtQlvMO7hGqYMDWfFw660389hj/24hR3N2sdPpDGmAdmT8FJUqiAiChURTDgAZQk54n1W0I2Hi4osvpqmpCYtg5bLuv0UKLX70TehJ34SezcoEyLXm0WBTDUYNAXWMaRbt2AQ9v0dRDQNOUXUZM0uJ4bEcgBz0hOooIIUm8er3RiDBpIdgT5V7tHrlOUl2cpLsMfcJgsD47t0Y370bAKvLYt+jBFMWon9X+Bg1+rU69gsGD6y9jR8/ntra2rBrXRwqZFmO6Msay3P+fFVUX3NTNLoiAqxZs4aEhAQCAQVZlvH5fCSExvwnnTSeuXMbuOCC81mxYiU9e6rtsWR/LcOGDeGLL+Zz5hln8ekn8zjxxHH8/PMKcnKyKSkpDM2XWuanCIIQM+piHHEcLBxxhqm///3vpKWlMXXqVB544IFm+2fPns2LL77IBx98wMUXXxxOP+OMM5rlXbx4MSUlJSQnJ3Pqqafy+uuvU11dHRbA6yx2Nai+9E2NlRSxEJD5seFj2poUay+ZSIQE1ZGQJAeBYANms4lgUOaYY45h69atTJkyhR9++IFu3TLYt6+Y9GOK2bVrJ4IgMGnSZNav38CYMaPZtUv9APn9fjZs2EhRURHFxcVhH/vly5cD8MQTTwL6BPPHH39Ur+cXXfloj8sNaGwpmzmTJHtfKhuWExkJsSMTTAFvaMUpXVEHMvvCk/UgHl8JKQnqSvPv8vQQ8HfsyMXnr0BAQEFGUZROaPNoxikVbq9O5a1wq3UqcVvwyn42OneRY8lghDWFftm5nNcrlTx7Ikkn6/crOP54veiQsXPwK8vwrZdpTKlmh1M1du1u0OnwdpNueKvyqoOu5UGd9VXr0mnsCVY1ak6Kog+kBqSo7XdQsl5mVkigPaAEeb1kF9cVDEHJyaLM7Scvr3397NZbn+Obr1ewdcGjXHTsQO59+Xs+qlnArLETOatBdcU7plEPf5wWtqmN4997P6bavd5QmoDdqj+7LPqoqaJulNljUlcKa2s046oYPvbIhkCqY2D4r7l1j4fTfxlPdbU/BoMBduxeEkpT++lXX30NwGOPzQCgvj4ICMyZM5ceWfUoikJuYxbdPAOwWEzIcoATThhFaclefH61iScmpiBJJurraxk0aCibNm0kJSUZt9vD5i3qyrzFYmvFlUU3hje4tqI97yavqm+RmTgknDMzZHC1SbrrQ5lHXwnb7jQDsNsp4+vq+MCHGAoCShf3ha4uL47YONzHTzpLo+NISkrCYrE0G6cIhmGuQiBsvBo4cCCFhYWMGTOG/fv306tXL2w2GxUVFYwefRyffPIpv//975gx43FGjz6OoqIiBEGgtrYWn89HXV0dgUCAdetUdrVmZNLGT7Nnq3qNrbvlHFoYGWoHcu8BkgR1LGAz62XWsia0JWMzpar5JN1I1CDqrv8a+yQYDLbyjm4bgaBuQHUJqgHAI+uswCSTnTPSrqHUt5ueWan0tvdjSIoVbWEix6YzTlwB9T1fZlgwrg6oC4SF4vZwmmwQmXcrqstkfaNuZNRc9gAkSV3IMxuMVemoRqgcuVs4rYddNzqlWZp/nxW3wVjgDt2vgP6xUQy7te9UhiEQYT9UBpts1zPWBPU6azVWGckqRMPCrSU0XoxkTOn3/uuvv25W5yMZahArFZ1hSnUFtMWBnTu3AfD9998D8M477wKEGaPaO0mSktm1ew8ul4tNG9VjLBYTdruV444bQWpqAr1790ZRlFD07RN4//0POOecabz55ltMmjSJffv2kZ+fz9q1awHa1M0ysrCCobwmi96uE4Q0NU3R243fIPvQFCIVeFH7YUA5ejQ642On9uGIisq3ePFiXnrpJV555ZVwJI5o/Oc//6F3794Rg6qW0K9fP5577jkaGhp4++23w7TKroHxQ9J2w7FarTidTsaPVyfYZ599NjabjYyMNCRJ4uyzfsPZZ11AXm4//H4viYkOBg9WafN1dXX4fL6QGLPCzz//RFVVJYoi8N1331NZWRk2Mi1evBhZltm9ezeBQCBC+PHArrX9odtbhzGEfSzDkpFhpL7MzFIiNrNmIDEapTravDtXf1EwYTF3QwnVSZaDDBw4oI3zyBijX7T33LPLFrDJuZsUcwKiICKjcO2qOfxuxRes2RuprxEIBFm+YiuLFqkfqX4p6kBiR90vv/L6beUaGgI+zshVDWLlVQ1kpSe1cZSKaVNPZNeuEjZu3Yckidw3ZgRf7dvPgv2lbR6bYutLhn1Yp+qcnZ2J1Wqla1lSXdlXugqd6SudhVHvq3391Ov14fP52VtYgt8XZN1idTLz3ruf4HarkwRZlmlocFFb24AsK2zevAlRNNHY6MTn85CdnYPDkczvfnclQ4YM4dxzf8VZZ53FyJEjufDCC0hNTeX0088AxFBkJ7nFb0wccRyJOLLGTx1DQkICjY2NjB9/IjabjYkTJ9KvXz8mT57MmWeezqhRI/nDH64lKyuLa6+9BoDBgweFg0iUlJSwZs2acOTXl156maqqKmbMUI33H3zwIX6/n59//pnGxkbKy8vxer1xJsFBgCRJ9O3b96CeI9WUzaCEExiYOBSbFJt1FMeBQYvSGMehRWNjI7Iss327Om5auPAHGhsb+fzzL9m4cSNffvklc+bMYd26dTz//AvU1tby/fcLAHC73dTX12MySeFI3lrU8unT/0RaWlr4fXr66adjMpno06cPkiS14P0TRxxt44hhTLndbq655hpuvvlmRo0axeeff94sTyAQ4KeffuLss8/miSee4D//+Q/FxcXk5+fz5z//mb/97W8RLhrPPfcc559/PnfeeSepqam8++67XeTCETnxysvrTknJPnr27ElFRSXnnDONdevWM3z4MOrq6mloaKB//wKWLFmCzaYuaZSUlODxeAgE1MHPggVLEQUrXp+6+tbQ0MAnn3wK6FEotEhpnWMLdRZGN0Pdna1ziDVhj1VWJMPDJDkwSbHYZh2FSmnV2oCiKCER+fYda8SCBQtbyRcrNoMuCN0adrmKubLHNEampHPNumcBeGjoBN7ft5m3ftrG0O7pSKLI5Vc+zJx5P9PY6EYURUr3f0SGXW1b9QewGtkZeII+PixdzCW9jmFIirqa3rdnFl//uBm/P4DZ3PpraG9RGYIg4EhQGSnn9ulFisXM2qoa8tpx/hRbX6rdG9rOGIXKypqQ4barDBRd2Vfai1hur9H4pVdcNGaSth0L0WL1LeQSzDR3sTShKH4URWVdpadnMGLESObMmcvLL78C6JGjAIqKinA6nSFxYIEpU85g/vy5JCbayc3tzsCBIwgE/DTWJJCXl8XPy9aTP6I7e9fux5ruwFtz9GlotAYFkLvYrno4mWmPRhxZ46dI5OXlUVVVxbBhw6ioqCA/Pz/sRjdy5Ag+++xzLrvst7z11tuMHTuGQCBAZWUlxcXFlJeX09SoruCvXr0GhUDYbU4bP2lMgIMTgTSOjqKhoYFVq1a1nTGOwxrz5s0/aqLS/a+huLgYIPw92LJlK5s3b2bz5s3hPBor6/PPVQ+h2tpabDYbAwYMwOFw0LNnT8wmC3v3FnHKKVP44P3POP30CSyfV82w4wqoW+0nMcVGQ82hYZ8dCsTHTu3DEWOYuueeewgGg/zzn/9sMU9VVRVer5fvvvuOFStW8OCDD9KjRw8++ugjbrvtNmpra3nwQV2AfPz48RQVFbFnzx7y8/Ox2zu2cqJFnTKZzEycOJHt27dz7LHH4nQ6Wb9+Lf369aOkpIwzzjid119/Dbfbhc/nY/nyFezbty8iNLzmRqfVQadNqudweQoNZ27N6NTeiGBdAePE0YTK/NGFyDsGdQLtsPTAYkql1mXUqogdjUUQHIiihSsy/xje+4a7mECwjqDcaKhLW9AmygofVjd3b9ARZF3dTAD+Wi9hNWdhs2Th8e0ncqItcMUVl4d9xCPrrv7ybePpYR0NwI/1zxDNmlIME/I9blVjQq6QqfcHKXflsNukIGBmYsZZjM4oZUTaSfxm+xdUSyJOj48PPlrIX244nwkTRnLhBffww4+bmJCuGlikRJGtdapx6rPa6Dq2D05XPSBQbx0cTks0qWai/ATd8JXncPH63pW4gh7uGjsER6IPYX8ZN58xjNc+/pGPPlrAb387pcXzBAJBHp/xAeeffwoFshv27CXoE5EEEb9fIdWsDny0yJcAa6v1VeySJnWAKxlEIIfZzglvmxXV5colGOj/XpV5lp2TSEWFBZ+vK1bF9XYriknIspPO9ZX2GG416EapzKSxCILApalnhY2vTzeprgiKcihW/dvql9p1KVQ2/BzOv9yh9gWvv9SQR903IvV36hGKzLr6V8Pl1NTUMW/e/BbPVF2t6k9pBn41r0B9fT319fVs3boVQRAZkn4ppsYADm8uPbNsBB0CvScOpOT7jXQ/fRhla/Zhz04h6PGxeYuLpEwHxUu3k5xlgXJaiFJ45EFWun5w1dXlxRGJw238pPWFPn364HK56dGjBzabjaamJkaNGsncufO45pqrefDBhzjjjNN56623sdlsVFVV4Xa7qaqqQlEUVq5cCcCTTz5F9+7daWpqIhAIhLWuuoYRfmTAKHTctli8OhYwh9zKgIgowB3T6FSxtVbT2owN9T0OlaH3tigmIMeIQpeQkMBFF13Is88+F7vmbbof6u/Z+qAayKRM1N3mzP7c8HZWUL0Pfln/jvoMAuRNQXW7wRAoe19IO6qwdm7M+rWFQEAVSg8EdRkESVLHIY7Q/wBJFqMepHpfnV7dF6+xUF8wS/Cp90Hx6/e/bp+etzLkZu41fOrNIRc8m6y3gVhueUZX2ASrfu9MIaZZIKg/Q2O7mTZtKqtXr6GwsJCugz4u+KWgiXlLhsVv7Rke7jD2D4+iCeM379utvTvmzp3b6oKDpiesjZ80rSyj3uC+Qj/BoMimjYUkK73olpiFmFjPiFMKKNtTQ1pOEpJJpLSwhsxjk1n45ToGjctmyffrye2ZCuuPjvFTfOzUPhx2hqloC7skSaxYsYKnnnqK+fPntzr40RpuQ0MDX331FePGjQNg0qRJlJWV8cQTT3DnnXeGhBVVWK1WBg4cGLO8aLzxxhvcd9991NXV0dTUFI5+EAgEqKiooKSkhMrKypAfsMLKlSsAkddffx2AqqpqQKCoqKjFczSPKmMUAjf+3RL0yFIHnzWliyrrE2w/HZ9w6+yyVPug8EswtnFKP6doMEaEcwkCJikVRQkgK55wuW1Dvce33vo3brvttog93bp1ixB31vDkEy/w7NPvESuCYHOjlAa1PppRSr82ibYi4TQEa8mxqqKG9QEnp2YcH75XNT4PZkkiNz2RjWsLAdi0cQ/Z3dJISLCxbu1ORnnV9iqJ0Ya+zr7Z2kfVnV26iclZBfQy9LuhfbI5c0wB/3f3K5hMEqeddhwZGSnh/U1Nbr7/fjVvzJzP7t0lvPveP8CrDgb2OJ24AgHMB5EqrCgKlRVloffRgfahyCiTomABwYGsNNH+9hldjoaW+nmkzlq4T/mrWFH/Aw4pEUUJILQjKMOhQaw2akxr/zvu9NNPp6amJjyJbRvRzE0ZRRGQZYWSfSpjtXCpSovfO1sdjBXO+hlPUKRuexkmu4WaMgGzzUQwINN/RA/YCGlpaZjNZhwOB+npavCCK6+8sp11iiOOtnG4jp9aGjsNGjSIJUt+pKamhrKyMoLBYHhRTtNsev31mQAsWaLq0kWLsGsoKyvjyy/nxNwXx8HHrbfeym233dosvaXx04wZ/4kpil5XV9eiUSqOIwcrVqw8wCBIcRwO+NOf/shHH80KL+B1BprL8+5dRfQ392L5wq1kk8aPn6lzPMUgA7utpAiPy0d9rboIOWR4Xxatj4+f/pdwWM1KCgsL6dOnT0TaggUL+Mtf/sL555/P6NGjw9GgNNp1Q0MDVquVpKQk0tLSEASBpKSk8KBKw1lnncXs2bPZvHkzY8eO7VT9kpOTKSgoID8/n4KCAnr37s2ll14KKGFaox6qU5swGQ1KbePmm28KD8h0GI1RrZWjTVyjjRwHmz0lcGX2nQC8W/U8ihJEFE34A+0V/RRIThiMKFj4VdJ4ZCVIMCHAFyRQ7lpOsiWfBl8R0fpSwaDK2nm/7sNwSR5fCe1zX4oFkRkzHmfGjBkRqeXl5WRnZ2MREvEpjYY9RpfCSEPcXXfd2QJjSj1uc/CHcKrJpIoBBgK6RlSCVRcLTAqFV5YD3elr7k5xkx9JTCHHPJadTthalc5HJdvpn2jD/f1+xgZF7vzVGH7cXsKMh98i2WziihSBx96qwCKaSN47lDXK6mbX3n7oxqzddfPCqbskVU9gQJK+6pdqMTEwMZeNDaU0VFsQBYGEH9VJ/bMnDefyuT9x2W/vRxBgcH4WZkkiEAiys7QWjy/AMd1SePt3kxi9fDU1P3rZXl/Hud8tIMOcQt/gKexwq8bJfY26wWaJX48Co7YHGJ16XTjt6p66OO/eJvW6fzB8c/2BSkAhEFTo3r0n+/fHjl7VfkRGXgwEa+noe0Fr85JgpYf9RCTBQol/PR5fKTZLNh5fRQtlqeeud+9FUfy827gWqykDUa4HvKHVs1/K7bejaL462tBkjMIXqeO3rl4VAI2OMPPdd991QAtGfXcIgi0sdto78VQsUiJnJeuRLkemqqvE6VZ99dETEspF8WKTE6nfUYHgh58+V90G33vvPQoLC9m5cyeFhYWkpOiG2CMJB2LKbq3MOA4Mh/P4qaWx09y5cwGBhoYDE94GdfJzxx23t7Io1B7owU5+KWhshUBEFLT2n18UVUOhFpAEwOu3GbbLYhyllu8ziHJ3hiVlxIwZM5gx47Fm6dr4qTliL7KaTCb++tdbePTR5mWp9dSNr9o72lh3UdSvXQ5FyKuhOGZZ9iZVdNwk6GOWer++3Rg61R6nXn65p2siTzYYgsnUWFTtzaxgWjjNE9Dr0eBXv4V7GnXWjn+ffu8Sy0NBZoJ6WolLz7utUb1Pe5z6OKkiqLqg14l6+3C69bGOLKtj3QRrvn4ei4ExJajj0gZZv7fG5zBw4EAaGxu7mLXY+S+FxayPqQNBfRzfppB5qL0Fg0e2y5kstyw5EAjWt7jv5Zdf6ZCWXgTDzqYupOdajg2npckq49Fm0hl/TUG9TzfUqfd5wxp1nvDVFyrT8mgYP8XHTu3DYWWYysvLaxZadMCAAWzatIlNmzbx0UcfNTumX79+DB8+nLVr12K32+nfvz9lZc0/xNpk5UAE2c477zzOO++88N9tD6Y0vSdozgCITlPR3Ciloa2Jo86mkKRUFMUXchdqz7Ha8dGC7e05Ttdj2uleQzBYC4IAsq2F/LGvXQoZX9Y0LKHSX4pbbkKR0slOGEu5a7mhPkYGWSxXvWjh9I4bp/R66h9xi5DI6KSrWdrw3zavBeCRR1oKj9w1MGph+eUgoiByYf/eal0liQcuHh/OFwzIFFU7eX//SqZkDiTZHGvV/EDcyVrHuTnD+KpyC0sq93NKNz0Ecs8UBz8+fDn7q518vbaQlUWqIVNSFH4/eTjTxhRQ4NefwY8VZfx+yUKSpWTuO+Y3pJgT2NfcE0CvpWJ0LW3nlSm6u2VeXg/kLuPJ6u6iLRkzW6kVWlvs75gaDildJ1YhChIubzHtaeuKEsAsJZNgVV0uGz1FdNxAdrih7edz5ZVXMGfO3Has3urvDlFMDPcvi8Hd5UBw9tlnk5yc3HbGOOLoBA7n8VPHx06dw4EZpeI4MDRvG2KIkSsK1ojIda0hEAiERefjOHLhdDrDwUniOHJx661/49//fvRQVyM+fvofwmFlmLJYLIwePbpZ+oIFC5qlzZw5kzfeeIPZs2fTvbse/v2CCy7g4YcfZunSpZx44onh9Llz55KYmHgIokTEcrFp2S3vlltu5sUXX2qRrt4ydCOJ6iduMaS3xR6K5SLUHnFmve71wSr2eDciig4EQQxZ4KONAi1fu6IE8fjK2SjvYmLauZgEM3OqZ5FmG0CmfRhV7vVEGpx045SsBBAFE/5APQdmlIq+/uiUllYNtHus36877ridhx9+pIPnjBR1bzWnwefbJIhckDuWk3vt47GVGylITWbiwARMkkhtk4cvVu3m3o9/IkVKYHqfUzpYp9bqGSkW3xKGJ3dnYGI2N6xeyMzjT+cMUiP2d89I4qrTjuWqpNAKn0cXdJALK1lbXMWj36zlw9W7Gd8th790v5REU9t6JvWeXdDM4No6ZIPWl9Vq60Q/bA1G41RndNjEsFFKg82SjSz78PhbMrrofVBBISgbBX6N/agzDMNfEsbr0CY4RkZVy3VfuHBRO10Kmrs+xtEccZ2EwxNH5/ipY7j77rtaWdyL40hB58ZPcRxO8Pv9zdjLcRx5+PDD5gsacXQO8bFT+3BYGaZawoQJE5qlLVy4EFAFODMzM8Ppt956K++88w4XXXQR999/Pz169GDWrFl8/vnnzJgxo8MC510LzTBjQhAkFMVLtPHmtdde76TImz5JCwSqaD8rQ61TlnkgA+1nIggiP9Q/RSQjqe1J2ufVzxvOB5HsEN39ThJtWExpuH2lGK+9rmkDoNA7+Wy2BX2AD4e1Bz6lCUmMxb7SJ9WN7u2GcxwcbS0FGZfoJjVxOAB9Tbqrw2bXHLz+8hBDR63DO++822p5/UzHh7drk1T3iz3134TTEkx62O1uNpXSvcul04+31eurj3Ve9f78XNOXZwrnU+WvhvmLw/sFBI5PPZ5u4sm8vlNlplmFA2GBGF3TvCiK+vd8txrlyF5+QTinJySseV3PK3m9+B0u/HEu/3FN5Mwc9Zodm3WDgc+nUntrnTa2N1azvLaYr8uLWV1fSI41hYtypzEudRTflunPtsKj0sR3oeu2FdVp91E3JAaM24p+/KBkNV0UUsNpG/wFNLp3U1fnxOFoifnXWXSGcSAgSWkoiozbu5c0Uz42MQmvX6VfyzEHf5HGW59f1fgIIlPlXGmoh/FZan8fToi8DgUfkf0ctLprwqyKouDy7gqXcMIJ49izZ0+Hznm847f68SlqXxyVpve5bnbVwBd23wOKXHpb8YSaW67NHiGmG0ccvzSOnvETxGae63j55VcQBOEAJsQdd+EzGb7VnRFFbluoXIUmwgygKPoCg+ZypX0PgIjgKa2hTTemA4RWDwUZs0ltZ5JBG9Tr1+UejG5grY2fjK56GiPL59d98QXDN9YXclfT/gdoEnXJBKegHldcp7urJaO7wDWi3uf9gu5CHpS7yjVNb2uljaq0QkJSajjN4ekb3raZ1HsmK7p7X5mn+fTNFTSOjfT0okZ1sW9XUNf6qhBUV0Knt1Q/3ru3WZmiaHDNEnVXQ+0+20x6nRtFfVzZv38B69cbxIMOGdRvtBCxEN7+OVZ4IaydjL/DFy2/E0VRf69HvxM6On6yW/WFjkz7AADyZD0t1aTOQYxat6Kh3crawrCi1imodFVU7DiOFBwRhqmOID09nSVLlnD77bdz66230tTUxMCBA3nttde46qqrDmHNjK52KYCALBMyTukr/scddxx79uzp4EQKYg/Y2meUAiFslNLL0twQO+viZZzs6teemjAESbQiIOHyFYfPr7FILFJSuIQmXwl2czdafi1FMz60tK6cXAu88OQ7ZFmHtpxDkLCas0PGKT8gcsopJ/P22+90YT3ahkkwcUufG6n3N1AT2IcgCCSINgTSSDOnsb7G38rRHX3W0fe9dSSaEnhqyEU8uGMe01d9wx/6DuP07N4cb0vBFQiwoa6aZRVVLCgvZlNdDW45gEWUGJzYnb8XTGNCxiC2OLXIOgd3icAkOUi096W+bg/1Lbve/6JQXXN9VPp3sNe7nHRTfti21DKTz9iPjX8bjc5GRlms+9oZZldXI1Y/bz8T7sA1wuIwQgn96+oy4zj0OHzHT+3DlCmT+fjjT8IaWnEcWtjM3XjqiRewmbsRkNs/sT8U46c4uhZLlvzYLBhDHEcWLBYLe/YUHupqHDWIj53ahyPWMHXfffdx3333xdzXs2dP3nvvvV+2Qh2COimMFaZ9w4YNJCQkRKVGTxyFqP+J8Xd7DDTR7n/G9I4aeHT3ruZsBr2coOxBFMwG8cFoppOKCtdqBEEi2doXd6A1N5yD3SkFPnlhI1m2lg1ToBqnzKb0MDNl167diKIYxX7TmWM+uRGL2DXaNdFIMSeT7xgc/rvK29pz1OvUcSNEpLGgLbc+q2TmvgHn8GH5d7xeuJEXd6/HLIr4Q/co0WTmlG7dmdivP0OSshiekkOVu7MChwcmM2iSHIwYMY5165d1uoyug4IsuxEEG8Mc5+GTXezwfI8s+5AVH/5ADS0/t1j9WHtu0e+fltyODwfjVLTRu2WobVB/H8UHx3HEEYkje/zUMpYt+xm73R43TB0msFm68cKzs7FZutHoaf8CQXwyfOTjyiuviGu+HeEQBMEQ0CuOOH4ZHLGGqSMP+qp/MFhrSNcmfZqujZW8rFE4a1TKbI1zNc0nZcZQ6dFMl84whgRSBRtFvrUUedcDIoJg7mSUFmN9dCaUdu11rk2GvJHXDrC9dhaascNh60O9vwh/wBitxgg1n8WUjtXcjUbPzlDElq6dSO8PbtBrHKKOZymp4bTjMtSV5HJfEZ9XvQaoYbqbG2n0NrC+4W1ac+sqqVsUPua1uqUAKLTwgahX86W7RoSTckyDwtv7vCsB6Gc5OZw2LUU1tM307yQQbMTp3kVzTbD23EPdONXg2gwIrDePD+/t4coLb6dbVAr+RdlTOK/baexsqmBTQynJZjv9HdmYyUYURGr8Ek0+WFoJdT69DrtDEWV+9GzX0xoXAoQNgjoiqdoNgk7fDxhoxUKo7Z2YoU9kdjecC8CGbYtC0UgOFpW4ve5zmp6Xl+/rnwjlD9LcHa89iO6bIAh2TJIqKjnecXk458/uj/D49ocYWb+EcaolQ6Ju8DZJWQiCgN2iR1bMt6hRwgabeobT9lsa2OqaS3VgV8wFgLZQJu4Lb4uC6qqTZYjAl2hV3TmChiAPSoz7YxYPvun8l0ZcJyGOQ4fWG0piYipNTT4EoemAo8y1F9qYQMXBi+pndN+LBWP0PVGMXtyMDWO+g+HW1+Q11Cl0n6zm2ItNWgRdUCPztYS23CWN0aD9Ac3FL3a7qUONsFdiiNhmrJ/bpx5vM+subDaz+j3wBXQB/2DwwMT8tTpXB3VPiUpBr5MttEDnM0TdMxmGat5Qc2vy6+2uzmBQ2IfqrrcvsCac1uBSo5619dx9hvG3S9bnLjZRHTMYF7XtFl0D8/DRCFPvSezolAcGYwQ6i1l3idaiXbbVZ39JaBEsja6wNrM6jjKbHOE0f0B3e83KUbDZOiZnoUXCBDChuu2ZDWNozYXP6G4dNLhWBgX1eFlQ0+R2uiUfCYiPndqHuPhFl6C9Lk2Rgt+RhhmVnVBXV0deDzW0rttbim7oEVEHPZqRR2MzaL/OQCsTnHIVxb7NHGM/CUGwGfSv2guj25CRrRLtHmg8d/QkWWNxqMYsUbChKEpUGGUN+mQ1wdoLk2QnyVYQ2td+F7PWr6fzSElJaUGPw3gf5Hb8QmykZs87dr7OwCQlkmTv10Kd2oPmBsY2zymIDEzM4de5xzEpczA97RmIQudeR6peQKx6GyMsdhyDxmj35GC8+Y3Ps73vDu3/aEN1R41GkcdrRqloiKIFm0Uz4h3sr19r7VtnVLZXlFwUJAYmnE2mpYClS3+k/fU/MKbd/wKUg/SLI44DRWNjI3l5uW1njOOwRk5O9qGuQhwHiLvuuvNQVyGOA0RFRQVbt2491NU4ahAfO7UPccZUF0AQTAhIIUtxWxMno2HCaJRSyEwYQVpCHzyFiWQL/SiWy2l90qkgiXaCspvmbJeOYUHDywBUNWpMAWOz7wgbQ2N0aX9H7xdj7DMatfT9Tve2qDpEH2MBFIaa8sm19MUhJfNe4CW8/vKQuHywA3Vv6XpkqpyrwuVYzbkIgkBJgs7QWd6wDsDgngjr16/H621JJDPaSNcSNMFnP82NLRr0V1OqgTEyKbEgvP2Jsh+AEllnqzX5VYNDtnmgmmCGHb4atNWlTCmfct862teuNOOBCbCQrOguipLh9jcGxFCaLn7q9OsrKeVeddsq6q/aPLu+AljsUo/f79VX/VSmVEv3BrQ+trv2s/D+1xRdrHa4Vb1nvRL1VaHMkD0xsFub4HS1O5tmhDEBQQRElDALMlZeY7/Q0jpbF2O/Vo3cvZP0SI1ug7BrIPhLhXrW7gekJQzFJCaQQY/w3mRSSJDUZ+YItZ1Uiy4C282uthtfUG83aVbV2DZx+PW8UfgMRft2hva0dt90/a1dtbPDeXeJqlvsiRn651KMUYxdMgjshwTPd7icBJSuEsuNI46jDSYEBPRImx2HkfVTX+fB41aQxAQCwdYZUxrb4UDODeBrMSLqoUPb7Cf1BWY2LEr4DOLOXcU2M94b7TmJAf09amQdGbFy5aouOX97p21GYWyzpLNHvIIqMmkUltf2myV9nCMH9fstSup1doxF1ZyV7RX074YzxH7yy7HZ276QHIIxEIrHwFzxiuq33OhO2V6GnPEZNnj0xdZAiLUsCvq32CiUfnDd+GJp6v7yMJv1sWSkHMovz/LRggtYTLpOr0nSx7WSGGIvGYTOpdCzCxraipFhftKEMygtLaeqSmchtgUj87HRrrYdN73DafZgc7NDE/r7xi2ojC2XorLz5CNedD6OjiLOmOoCJNr6hSaWHWE/GDWYVKNUorUnfn+ACWePxCIm4pOjmUJGVoFajs3SA4spA+PkrvOIZmJ0BmLUL5ZxKlbZRuZH5L1p2ZCjMqz2erbwVc2bLGuYiyhasJqzQy/XA2ESCYafHmHQH6zBH6ijzre72RGiYAnX/aSTxtOtW7dmeWKX39LPyKyCyPtj/HUNBEF14RQEMz1tJ5JjGUHb7crIaLG0m9HSFVCpwG3dG6PLa8f6x2lXn4TDoQ3cu4KFR0Q9TFIaJikt5CrX3vJjGWq1Mjt6fHtf/0ZGXFffh0iGW4IlB4spmQRTlv6T0lsupg1U7q6loTYhNAFrq+7Rfe5oXIs6cGh09K7+xRHHgUIQBM44Y9KhrkYcB4jzzvv1oa5CHAeIOGPqyMe8ed+wbt2GtjPG0S7Ex07tQ9ww1QUQBTOSYO3k0WqrsphSwimzZi4EINGUR6SLW/TEWnVtkcSuCOFsnOTG+rujZXWVgaKlCbSCprNzWtqlnJ1xNV7Zjaz4VQab0BVkQON1qBNoUTAjCCZK3Sup9GyIWGkQRQvaJH7WrI8pKTnQaGDGa49l5OsKY2QLZxYEkkx5bWeMOuaXhBxe1W2NzRRtwGk/1s3fSlNTYytldxbqc9UMgSZJ06+IZQwxGkejo09CpLGoPcTejhqljOfSznOgRhvjtfw/e9cdJ0WR/b8dJs8mFpYsOQhIEIyICKKYPXM4f57pDHfmHO48vTNhQD3T6RlPgqIgIigoKElEyTnDkjeH2ckz3f37o7q7amZ6ws7usrvYXz8jvR2qXldXV7969X3vaeU0TQyrY0f3wrDjB0IUMs3oWN+2MWHCREtBTU0tpk2b2dximGgg/v3vN5pbBBMNxP/+92lzi2Cigbj11htQWJj9wqAJE9nAdOVrBNT6N6pb2UyuiPvIIc8i/fo//uVxPPvsc6CTyHiGBJ2oegM7kDhZbQhYN6H6xQ1qfKSaINKJ+Mcl/wKRlQ0IHe9+pTD/1sdwFus+KKiZ9EJSLUqCq1ASXG0o50UXXYhNmzY3gn82B+Pg29Qo5bR1B89bcbI4WD86uojSX5fX9QMArFTdNQFgvkDYXEGFUtTZoKIrav8DavSiRkBjBhw5R1ECADjYkgwrNRHSTp4IbS+/RMvT3P56uymF/Rg3dY/cXkeoyv4QcaPMPKg1y5oCtvl/oOVz/wcAOFxB22s7T1weLx4/Gvg1mStptuDA84RqfVvH2xBVorDyNkyu+hpVvvVJgvezsduMmFJAV8dp2B9gYymll7VPwSUAgOO4fvq+H6Vv9G0aLJTWYxXbkSyAHJ+lqyxNWOCwdQHHcRgunK0fbaNSzzu5aB/qzMTxtfCJ41EbC+kHU/dSOvjy6HcAAPFbERU1WgKJ7J7hCom4lQypPVnfl2MhTLo9PkqV3+qh/XprHem3G+VFWQVfb8lQFPJr7DJN/B4RhVHSgPqAdUmSZT8efkTTn1KjoS58rRvkhWuKgNBJa1RdcgKhA2nPveuuO/HWW283eXZFjiPjt91aoO/jGX1OC9gejNBFRl+IHJdl+r1h+1J2gdDJN4L9VgQ42q9rZLLwLUSNXfl4zTWT0RXDTAD+MEhZUhLXyUwRCNMQFoJA3OpZN8hguFrfHjPm3CYwTnFq3dRdTXsO2QYa14KC18d9VRTyAcS6fQbCNMGOUVlsoPSGjD0C437rstF4elZVFivjYmrnKOFBC0QuMUmUAqq7XCBCdX9v8KC+/f77/2lQVuNq/y4AwEE39R4JSB0AxL5ntXylvl0jkXAydSEih6I0zeJ7c8DUnTKDuTTcaMh2xT/efUTCs88+yxzTjse7KsUHdk7GqJGYczKRI5550ZK7SDIDGusWqIFlF2UbMN6oDmOWyvTpM5owaGCsCxthajUMkhwG6Svaj40TpgXdN2ozI5fHI4V0E/769P+4KxUF8xZMR3YMo0zKD2Fe5XTMLp+KDXUrYBFy0MalGRaTtTM7BsT2gXa2gTjGcToyY03VW1q9HlHIgc3aSZ1k1Pcdom6fmlGqqXHswHagz1CTQevjR+EX3YSJ3zkyMUqZaNl45ZWJTW6UMtG02LlzV3OLYKKBeOCB+5tbBBO/Q7Rkq0MrQkPZFLGTzmuvvRbt2rWrxzXp3LzqG/uqIZn+jgRY9gi7L5bdlHg+G/squwl8VKpl/mKNBLFljR8/HsOHD693+ekRa5BoDBaPJIdR6V2r/hXfl7m4f43arHFjXWUCRYlAln2pzkD9+79WtoKa4HZs2/0rGt8opUCWg1CUEAa6h+OU/LFY5/0V/lAJAmFt9TqTtoxlTklKBFXh7fW4PhEl4Z0IhA4hEDqEqOSHkdsgzZIZ/76lQ3bZ9RqCULgCS36eC9pW7I+VKRnMOFNGSJUbtCE/EyYaA0888Xhzi2Cigbj99ttQWFjY3GKYaABstmzDm5hoKfjiiy+bW4SjCqbulBlMV75GQapJVqauNXTC9M03syHLmXS3ZAYBMikXeDdslnYIhg9BVkLIzJChGW0ykbmlgDU8GRnoGuN+SFvbORfcQhFKEyjwsWUvXbq0CSbfxkapy/OuAQAsC1GG1q+7CV1XViTsqfkGAIdcJ3XZqokSumxV3RrDMmld9b+HbfxmfbuL73h9uzJEyqoOGfftHjmEhl4apFledvmocvpdFXEBkKTaJDJroLLnOPvBH9yrZq4kYLOnVMjE5eogt4NcqSjYXzMPgILBg4di/frGDvyoACDv4gLvbwCAMDiEgts06ZC5IYw+q3W1H6rbmRsrNUr3kEILtnq3Ypf3J/C8DVGpTnW3YN8bwpgLhPekkDOZEYc1JNvAcRxGWy7Qjw4tpIy/Az7yXL0R2kfyaHdAjkj2r66mn67Z1eTZLqh9JaHOfv36Y9u27QA45LsH6UdrvBtBP+vxbUbvF5Cxr2YeAA4To9SdY1UFkZ/jKM3dxjMuqiDuqL5gyVFFRTdhoqXjvff+C0EQIEkNcaFlXaaOLlfc5kJ9XKamTfsCXq837XkNhUUkblH+EOOGxUz1tPAGbOZHSSZMruxc9lLDF6YZ8Gr12JNAkPcmyMbCDuK+ZVHot9TP0eRJFap+UR8XsnTPS1KzXkYZ3SoSpdnb2rVrm3FdmYPoGGwWxIa65GaTgVJ7DhKTxVhJkz2u4a7DREdx2zvrexwi1Y8Vg3FKgIU5TmQOKrTfelR3OW/AmN120kkXYPfu3TH9P9NsjgDN6LjXs0jfV+vsSWTjqeFSkWi/9kdIHwqp7oXK0eirZiIlTMZUk0KbINdv5X3gwIE45phjGlAvecltlnbgOAFWi8a+ylSGI8+AqR/imV2pDE8ao6mh90Mmuh0dJ6AqtD2u7sSy+/Tpgz59+jSwTiMZgEyfj6xEcdj7M1Lb1Js2+HRjwxs9jPSMMeqGyHMiHNbMgrgrioLaoBazjYPfH0h3ST1hbECN6ApufdlZ8QygTJ9hIsPvl5pfcHqb02GzFMJl7w6nvZt6ROvnrGzJjFLseMf+mp4p5ZeqDOts374jko8LWnulcp0E6jt+H+0wM8uYaMk47bSRyMnJSX+iiRaLk08+GW3amEGXWzNWr17T3CKYaAAsFgv27t3X3GIcVTB1p8xgMqaaDGSSZhMLEZG84DlRXVlg4yHRCRuLbdu2ZeDKlwpktd8f2gO68o+Eelo3kgWEpmiTMxSKIqHWtxk9cs+HwFuxvfpL1N9QpbWhgp3ebw2OJZZ18OBBOJ3OhP0NA+s2SO9hUvmbAICoVMOcy7KrCC50X65v7wyR1YhfsZopOxE5jr66McHj32x4TjyKq2kbLaCLfmgndwUA7MN6KiXDJukWGgoAsFbQVZ5N0kJ9u8a7AemNUtoxYqCo9W1GfDuwwVeXh/+ryhFCbLvyuPjii/DKKxOT1JENYvtqnX8HYg032awTsO6kmfRp2ja7q2cB4PBScAvCEQ++qVqKILNimxhzLpXbMPkd6xiPQrEXAKC72v/XB8ogqplDd4TJylmJTF1id9fRCciKMGGuBUFXy/lK6hJbFyF1zwvM1PdVe9chtl9Q1NbWwCq2BccJuLnwUn3/d5bjAADlgfUoD66HMWKZU6T/kfq/t9UAADo6h+lnD1eO07f3YB0ALbjwUaY5KGj8gJtHWROZaDiyXaVfs2ZtI7gR/b5ZUhpbRvsXAGS5YQym+ly/bds2hMP1Z7LUF+GIFnQ59fO2MAGndbZMGsYU23aZsnJY3aSC0Y00dklUMl4sc9jaqvXQ+/AFD+vbsbphZjCSmQ0w7g9pRovEwZvjOFx44QV49dXX6l1vRrI1c+IC7dnLMm2PbJhXLHKcdCHbLuYDAPxhykALqn1VYoLuh5g+GFQZRrJM2yag6ikA9RTw+Iv1fan6BcdxiIQlcBBht9D5KMuQ0xhR6cDWU+kl8wireo8AIAo0s3woWqvehzbmH0XKgak7ZQSTMdUoiO8Z1CjQ1jUM7dwjIOvBgpWY40ZeooIgwG63I3vEr/YDrYURUz/ExuaioM9DUSQ4xSJISog5ltyYlbqe+L+Tt6nNZmsiw1QqFgcb2LmhxkhyXUSNqRXRs7k0Tx+KSl5k3peN+r+GxFGcUIXjjS/Am2++lbW8mUF7hlpfagiy6cukfo7jwPMOhMJlMO5XStz18cdo23WyDoaNd8HGu+AU3HAKbt0o1RQgbhVG/YKMq8XFuxGRKhGKlOCL0o9RHak0LCc5smdO0X5lwoSJIwWbzQaLxZL+RBMtFi6Xy3yGrRiKouDtt99pbjFMNACdOnVq4DzUhInsYBqmGgWJ7BQCMkniOJ6Ja8O68xgH4q6trUWPHt0bKBNrtDkajVLJEGv443krrEIeDvl+Rpl/NepvlNLAgcSdyDB+jyQhLy+vnnVkKkfiRFmWA0icBDf09eYRiVbDG9iJULQiw/Ia3+0pKnnhDezRZcrsGSTr/7HvGjEeRGHEWnrwwQcaKLmRTFrf1LLCNccQHNuHZCUKi5gDh60LIx9rRE8Vyy7RoHekIMlB1AV2qH/FG6U4cJwIlysXNktH2CydMNA1DHMrv8qiJvbeMuvbiqLAE9yJo9EN0AzgaaIlw+v1NjAUgonmBsdxcLvd6U800SLhdDpxxx23N7cYJhqAsrIybNnSVJnFf58wdafMYLryNQJEIU/N1sYG0iUuIAdr5zNnxgfYNUY0GsWmTZm5TaVGS48VVR/U1/1OQVXdarAGibDkqXcZ9W8/ck1dXR0OHDiQ9uzsEOtiFJWqEGtAMGaPTa14ldmfiRGBg91KAy36gntSnsvKpJVfXD1HP6M45bVAOVapEkeYY6whqb79mT1fiyUUbyTQXPgSjQ/PPvtsjHwNh1YHa5BqrveTPi9fYCdixy0g1sXQuD9pzybP0Q8OawcAwOVdKUuwp4vQ3DtX0Rhfv5VfAgBYFp1L95Vt17cVhXVVIPW+X/09UyPbN1Ix6Hj07dsXAwcOwIwZxBh1WCpEZcSDBbUH4OdUJiCSpSSP7yex5WsufHuqv9P37casuOvZ9ju6jFMmTDQGOM4JjuMMXfXq477Hora2Fnv2pPpWmUgHzS2poe5J2aKkpOSIuPJl6rIZipQyfx2ZBZhg+FD6k1RQ+Y7kdyZ5XX6/H6+99voRlKV50ND3QxRpGIMca0d928qpweztlG0u8MQ11B+ifdEr7WalSSg/tt/Wr2+MGjUK5eXlqKgsjQny3lBoJI0Qk0AqFEl2tonfI0zGVCPAIrSBKOQhljkVzyBg2VGpJ6OKouDiiy9qAklbK+oTQJ41zrDsD8DY7c8I8ayR+svpdrtx6qmn1OPa+iLekGJklGKRyoUtGWJdIusnU31t/opao2K4n8rTkPUB7fnHP9/4tjSWrXGQzP20OWDEBNLkEpDormr0bDjdKNUQKIqixvliy9dYZaRfEKNU/DpRMgadgm3btuGrr2bqe2rCeyBwmcSeSff8Dd4lw2uOPIvsSEBRmuZnwkRjIBKJ4LLLLk1/ookWi65du6J///7NLYaJLFFYWIjbbru1ucUw0QDMmzcPa9asaW4xjiqYulNmMBlTjYAb218NK2fDeyX/hT98EInMKYBdNT8593aIHPHdXVr7GowmVm+99XaTy906wE7y2HZNBZYlo8TtSwfqniTwDshKRA3Qne56IifP2SArYZSWluCbb2ZnWGe2MIp9ZXQOMSjIsg+xRoZUbUOu8QW1FZn6tL1mgM0UmvFBMzywcseXyfaHbBDvOssaiEj5HGcFz9mRl5cLb60HshJFVAk2oM6WjFTGk3imlAxAAMeR2B+9XOPgEosQ5WiwzbkH6XaeVTMCUWNi3zwy7q2scdGSFc0NNf65kjpJvzA6nsy4R5hgVqsVFosFPp8PALA3sAiikI/Nvtlw2ooAAEEmCDuVVQEHO3jBDkBB35zzwXMiNlV/Cq3faIHjY9sGiB17jsb+YsJE4yHX2R0cJ8AbJOyQaLQq5fk8T927kgXTDoVC+O9/3288IVs92HGq6ZFt0HpOnY4oiGL9+mQJKZoLbNtlxrI6smyzljE71Z5hncePL7/8FjzvbnDQ/KMHgr5lt7YHAPAcjaPmZ8a+IEdiurLJgTQokGP+So3s+8Utt9yMWbO+QVlZGcIRGoSd460prqJ9AAB4gYwFbKKAbJmwJn4/OPqWc5ug2OuVAAEAAElEQVQJHMchx94LTmtnJE5UYicoETWrQUCqRizbheK+++4Fzx8tj0dBrDEgU1AjBMflgNhR68ucSh2kPJms+Y7+6JQ7ClY+h6kz2X1QOQvdw2AT20BRJIwZMzrDOjOFUd3xDDGj48lYTJmwOrLxYmbbPZMfy2ICs49j/m5MGPULWr/A54PnHbjiyivRLWcceE5E8yh+8cyuTGTI5j1LZ0ShbcNxDnCcBRxngUssqmc9BiUbBp5nfwC9f6N+YwTC+JIkwOcL6OdbxLbguFRrMczYwgGKEgHAqc8fiO2r8ewx7Xh9x5vWBzNOgomWjsaPD2jiSGLAgAEYN25cc4thIku0adMGI0ee3NximGgAPv74E5SVZZZ1z0RmMHWnzHC0WD5aBDTjVGJMEdYIwGGLfzZ2BxZib+hnJJsUPv/8C5Dlo6HLxU/i6s+kIYYpjkm/21RGAjqpd1u7gucsyLH3iDuWzMVMk5OH00biMn377beNLFuqoShVG8e7bMUzkYzAupwBTTvZNqpHe4eO1ASfGhdIljoeq1evh8BZ0DP3PBz5oTLeIJWJcSrb9ywVYg2GHNd4z0NRFHiDe5CZgbT++OMfr0WHDlrchsT2kOQwQhGWoUHP4TkLOE6EJHlQHtwISdGCIMQbp5S4/SZMmGhuPPvsc80tgokGYO3atY2sP5k4kggGg9iyZVtzi2GiAXjggfubWwQTv1OYrnyNgOW15RA4K8q9RvRjdgJDVtP9ci384Wqkmsxce+01WLbsFxQXFzeR1EcC9N55zglZCSBzlzCADaYty3VIdJdpbNCA0Adqf0CigVEBYAUQRqK7JpGzzLNc3eZw111344033mwEuYhxQOAdEAUXQpEKpn563CLkgOMEhKOae1K825OA+uFIuiPFGyW0dreAU2VQEG5iecj9dnGfDF90H4p3bUN5zSHUv90aCs2wZAXHWcFxHETegXCUXb2Kbwetj7igKFHIiub+1pD2ImW2EXtikPNC8JyIce1z9aNdHcSl4ct91H3v6+oXUpaY7x4EAKjxbkAiUyq+bq0PCKDuE5nf09KlP6OkpEQvKxwp0esJR0oRy3RiwcFpJ8ZlScpHWWA1ygJrmPN+3+s5JB5Y4y4ONHZ5JloHtNiFUtST5kyCTN2CHn30EUyY8OJR0q+0709mLmSJOLJtkNxVJ7VLoQL6HenduzeGDRuKL774slFkoouaxi52nBpagxxPlhDDRDpobl52hxtut0UNH9EsktAt1V0uvWslq+dl+67FwmqhrHK3nSaBsfAkqHmAWRir8W5MWZbmInukXOHYd499NxU5anQ6BUf1I9aFz4SpO2WK37eGfUQQ70qlgAOv+uEmn/jPmvUNqqpSx1vIDgrIoKv9UrErGsq+oBNPQciBIOQz5WaC+LYDGsZM0NgfUoofG0+KZRaR++B5GzhOy5TBGsri5eQwefKULOU0khkocA5Err0P7JZ2iDV4kuN5zv7IdfSFVcxD47JmjiTiZVbU/8eyDhsftF9F5Dp4wwcx5NjTAViAmNhXTQ3WfdWqM5QsYi6sYhGMWVO0D9gsHWC3dlJjFzT03SVlakapdAjLfiR/r6gcie578WMSOy5pY2X97+ekk05Ut1iWE1s+e4wFrUMQHEiMS/b7hqw0zc+EicbCf//7PqzW1LFQTLRc7NmzB/PmfZ/+RBMtEna7Pf1JJlo0qP5korFg6k6ZwTRMNTJkmU0/ryHWcKFABsk+prEaEtGzZ0/07t27kaVj3XJYdymjCZ+RG1E29QHavfOcFfU3KrAuZY1hlGKNG0Y/xJ0T+4rEZrIzesb036uuujJLWY0hK1EAcpLUrTw4TgDH8chxaP2mtY1YRs8oqq7WSGg6oxRiyq4L7YNNzIccygPHCSBGkSNtmOAS3OYsYi7St4EMRZEzzKKYCvTdzcQoBQA+uZr5K/6dIs9VURQEwocQa5SKP59997IP3Hv4cAnzF+sialQ+KwMQDMez05LFcDNhwkRLw4gRI9CmTZv0J5pokSgsLMS4cWc2txgmsoTHU4fS0tLmFsNElrBardi7d19zi2HidwrTla8RsDX0IziOhyTVIDmrg3X5isTtj4eCnTt3oHPnLjCOF5QNWKMUmZDlOPtAkoMIBPdDgQQ6UWODDQugjJH62DFj5RRUim/E6NSMymq4SxIADHRdhlyRuOl41cwXtaAf0LpoCbyB3YhItYidzGoTa82VINkzphPpn376CcYT2frcC+03Vb61zH7WjY+g0ruF7Gn11E6NtcayXFIZKBrXWFUb2gWLRUS7XtVQVgaT1JktMpWfg1XM1/86x3U1AODr6Lv6PprBivYRf2gPU0bjxD1yMm4Qx+VRo+iBANm/C0SB8UPL3BJfLzVw1/o0d2dqlGrjGgZRICxEq5p1qzJA41MEQvuQDVsuHI6n7qcbv+g7FYlWIRKtNrjGjCPVFOa51j5imcgOvlAZOI6PcRVpDGzcuBGi2HTqLZt5qrFlT6xLc2VvXggCdePWkkgoCr13WQ6r+5K5wmV+B9XV1diyZWv9hUxWcxo3LkUxWuwzUV9obmbdu/eH3W7HoUMHm0UOjnHLE9V+S77nGowW7hrHfS9WjtQ6Rzhal3FZRi58ou6FQt/JqETdnbN1S+U4DqFQdu/Ekc1G2bpg6k6ZwWRMNRJIWs/41f94xDNwkrmRyPD7vdixYytiA1431DUnsU6Bt8Nu7cCcw7rYiOrAqqU0rU+egJbyusQa5DSjVDJwHA+3o6f6F3sfbLvFs0GM6926dTMap23i+41mKGtJ7dwYYO8znqnHsveaOi8Fh0gkgm++mc3IpcnQECST36jchvaRlhSMO/59YZlSvG6UMgJhfqUbVxNht9vRpUvqdz01NPc99hnVtz01o+rR9I6aMNHyYbFYYLFY0p9ookVCEAR06tQp/YkmWiQ2btyI1atXN7cYJrJE586d4XAk18tMmGhKmIypRsBA21kQORvW4Sv4Q/th7OoFZh+f5Lg2EeLAcQ6MHTsa234lFm+/UgVvcC8ikkd1A6zvJElLea8g19kXouBEVd1axBpuYt1auheM1/+qDu2GpFrCc4T2AAAn6AqaVbEBAHYEF0GS/QmW+qjUWAH7WENFeuOQxvRyO3pAFNyo5sv1o5cU9AcArK5sr++bV/cSkk+E6WSV40S47D3BcRzq/NsR/8x53o2TTx6OX375Fbn2bnoJoWglgpGKmHMzQ3wcKxE8T/z4yUoKB6tInoeiKAhFWmPQQeZ52bqC4wSEoh7wvB0coLqAASQAPUGRrR/KQuv06xoLTqcLffv2xtq1iQyf7EDfM7u1I3jOCpvgRo1/KyyCG2GpDvHutcHwQWh9ZEbVK6QUfTXKiEmZamzJHj9HvtG3Ox64TN/2Rcn97A0sBwBIcqrVOdYoJUPkHOicMxpWIQcX5Q7SzxJU8dfjeH3fvMi/oSh+8LwDcso6KCKRCJYsWZrRucll1d53bbs+bUqeIc/Z4LB1gS+4K0tZWh6aIq7B0RgnwUR65Dm6gecE1ATI35QFmi0IU6Kuzo8Rw0di/z4PZGYFP7tgvPS95zii56RjIvAq8zNxP/l2iTwbbJuMo2Hm3lsK64BLMkUQVBYtx9xHUDpkeG6qMo3ZZhzC4QisVmssS0v9tkWlmozqSY7EINcsw6apGXBNCVGk7qsag41ss0x/Ap53xR1rPIwcORKhUAjLli1r1HK194oNL2DUH9hnGIlW6nuPNCLMeBORcvTtqEQGvHC0pt5lsgHVc+1d9G2BJ2MTG1C9zk/1jvr068OHD6Ompv6yNSa0YO8kYHjj99HmgKk7ZQbTMNWIcKrMI2KcApJPZIzd97SJK8e5wHEC9u8vgdPSFwAQlWUUuHJQ7duIsFSD+k+UKDPDF9wDi5jH1AumPONezvNW8KpBwGFpCwBwK/QjaFec6nk2cJwVUammibKbsIwuzeXLyCBB21MzStW/fKNMYZpxoQMTA4gNmE63A4EwOE6ERaQfJLulCMAWBCPlyI7VQurneTdTv5GBs7WBtm1RzkmwCERpqg2xfu7kPkncJ4JOjhPBQUBpaDVSG6dSGYvjwcHvD2Dt2jVIZCFlS8al75lVLAAAOKxFEHgbKr2sYY11+TXKYMkakuPRklhSyUBk14xSmYDnnZBlqBl+kr3vsejXrx/69u2DmTO/boCssa65sS6mqUCfkdPeTXfFMWHCxJGB1+vF9u1HjzH49wZZlnHwYGaGLhMtDySMhYnWijFjxuDgwYNNlIDLhInUMF35GhnEONUQdgWvT7z/8IcLYo5wnIACl8YuqE/5mkuJAA4W5Dj6qgG0tThSjTuh5ThO9X1uaGyoeGhGAZ75pTcUCHxmlFQa2Dzd5JeDqBpOopKWDjdWJkVRcMopiVktOI5DnuNYxMbyykg6sC6J8YGx2XuISJovfWuZEMfem2aUyhS5lq5MOanKz9ztb8CAgRgwYGDcNax7YX1/gNF7ZhXzUOgeov7FuozxcfvA/K0dF9QfGxuuNYDP2CgFkHeG550qWyGz92Xz5s0NNEqxYJ9jJu8sfd6ZBo5vTTAzy5ho6QiFQrjqqkuaWwwTDcCpp57S3CKYyBLnnXcehg0b1tximMgS3377LdatW9fcYhx1MHWnzHD0ac3NgJPy2sDG2xGtOQEAUIGVDSqvV97ZAIDZn+xEnlwIANhZNzfL0tiJMckIWOPbiFh2ibEBI8oEhAxFavVtn0Bc0ayMwSfKEZpoB9dQfV+AydJl4wkl+0DND1ndRex9ZMZ60Zgntb6N0CbvNdion/GxfBqicgDusAXtLL3h5ttlKAuHQKgciqJAVjQWB4Eg5EKS6nBLxwdhW+TAzR0eQJ6VHg9EyT18AQm1gW0IRSr1MpODugVZLUXgOB4XuK/Xj87xTgYA+EPFiGV8tQbDFMNCs3QBz1txPEcNejtt7XUj3ObAbnIFw8RbW/OBfn0q5lwbsScsnBOlkfi+b4ydO3dCEIS480g9otgWPGdBOELdQq0W2ndE9b0g7nkEha5++vZI4QwAQIGNMr+mRqrgD+1jZItlTpHgrGSfIBC2I3VL0Z514wfvBIBaHw1Cu9i6Wd+W1fr8IRLgVHNJyQT90cdwf1C9BYHpu5oRKxyNICplFpDznHPOQVlZWSPEuWCNUgKSM9mMwCEQrqxXu5gw8XtCgdgdAmdB2EoWeDwNdOWzWgr17Xfe/hSiYEcgVJ3iikxANf9MWeCayx6AtO7HPE/UcAuT7IJ1wwKnurA12M2x/mDdf1g3SC3oOc+48mVepvFMSnPxc9rJQtO33/yGPGdP/bis1ukN0GsydevjmAQeNpXxDwAhNaxCS3GdzBYcR56D3VKg79PcxQAgGNZcoWjbZ+rCx7qlZnrNokWLDJKPANSNkuoq7LMxCqrPvhea65rMLMLV+Hamkc1o3nBkZvNswPJwJDHQuSwHEvalA7twK6rubgAgcCSmHs/T2HocMw4pcuaufHfccTs+/3xaszKmtD7Q+pM5magvTMZUC8bVfxoHd14s28f4JdUm90aBdjX2ViaxmCS0XNZFJvdhdE3yCaQ3tBd1wT0IyR5s8s/BzuDilOdTsIpqNOZ8WQ6D4yxQFBmnXz8iuWQchzxHP9gshUjNwqCGG80oZXiWwk6gM3N3ahmgRiVWmQcAr1SJQ/5lKPWvRm14T4oykj1n2nb9nRegt2Mc2ln6IxOWXd++fXHCCSeAGn0YObnGD6orCk44bceof7Ex3+KZU1wSJbq+H2+NRdkUH31tLGm88kmcgUwVKwXz5n2L1asbtkCglaW1O5k4sYkgfp8KE2mRxv7PhInGxX3339rcIphoAG6+5ZrmFsFElhg1ahS6du2a/kQTLRLvv/+B6cbXBDB1p8zQWmavv0t8+t+58HnoahuZnGmuY2zsk1hWVOyEKdlqQXzsFJZl0xKZNunuIxmSGy18oYNw27riWOc5GOa6kmF4pTdMkYCqGnuCum4qSgQcZwHA4dvXl6SWjOOQa++Vpi4NfEqjVDhajtZnlAJi+yFFnVSBFd4vYePzYBVyUerXYkgZGV7TGxMDchVCigeeaGZxK8rKyrB1K5uumsrZVCs4ouBE4n3EGqc4zg5ZDkKSakCNP5pBOdPnTg12yQ0sXJrjRuCQOIY03ICjuadKciw7McnZAGSV7cbeZ7ZgnntMecnGyWwz+LUemHR0E60BE154s7lFMNEAvDjh7eYWwUSW2L59O0pLS5tbDBNZ4t5772luEY5KmLpTZjBd+RoBLgtg4wEH6k9rNsJI2wAAwJBxfbF3bxWKN5VghVyHWJelWMMUz7vAcRZIUi1Su5poRiyWiQHYLB31WEzdnacCAIZbKY36J6aEct8mAECFvEnf57aT1Oz9xTP0faXCXn1bzpjtYAy3vReCkRJEpSCoIUhCdvGxSBvISgQV3nVYgHWgk9jUsaU09ypZ1rKoAaKQD44TicFA9kCWJXwf+A1//usl+N8Hc9Cmmq4c5YJQb108oZNLyJxCHo5SKv1WiQTYVxQZgXAxWqdRijWoKvCHdgMQsNW5A3XSAQiWfIRFBUAAdnsXeAM7UL97pM9rjXcSsz99n8nPzwfHcSgrK2PKInJGoqVx13O6+x4A9HKcDgCwwEb3CTSTyklFbFYggpwASY3t8W9JeR/EMK3Jz8WdkwmoceX4nJuwzT8bPqkMiW3CuhLS96wktEE/Q5YT3TnsFpolxhfcg2RGsxXyz/q2v4a6bvKqDLv5nfq+1P07/qtM7u3YPmOwfedq1VW2oRkbtfEmzPyd2iiV6xwAjuMgK1EoigRvoNzgfBMmft9wKE4IsOoZpRoK1s3lz7dei8+mzkSg/ECaqxrm4qO5UQGAVXU7EgX6PQhH6dgTlYi7kcR8y3mB6AQxbjls1r4GGtc1F7nGzDanuSixrkqZg3HjisnQR/aHo8Tl6bHH7sUrL32gHxdURjXbNtFMvdcZd2olZrt1u/Bp0FxMtbYD0mXJzRzZZO3r2LEjamtr4fP54o4YPTD6fhi9Py4r1Z3cPNmOKNQFro4/kKGcjTeD1zLG1af/RwwygrLZILkY99/k5YaiNKyKKNB3QWPysy6D2byfHGfHV199C46zN1ECq9TQ2pa6dSoZZ2M2cXSgNc1if3fY8vMeVB7WBjNtUE00SgEAxznAcRb9pY5lGGmuSPHMKFpmpgHCjzw0w5sFPGcDEFV/ErJnd2XjFsheq702pP2iUg2iUjVkJQjAosdEmvTRt4iEUyuDlAWV3r3MCEGpGq3TKAVQtlliHCdFicbEaCJsomyy4sWXn5khUxRFBIPaxzCeVaj9nXkw9YYjvt8ZsZMyARNknneip2MsU2aqOrNhPnGgMSWyUwppkgatPBZaX4h/FjxOPGkEnLZuqqtstsyp+OeuyWDU5rFja7LkBEcDFKVpfiZMNCa+mPYNJKmlhiYwkQ5vvPHf5hbBRJbgOA6hUGbxIE20PIwYcXxzi3BUwtSdMoPJmGoE7KyVYeElHOSLG6W87wILAADHFHVEQTsRyw6uYo7GsxrIRFmSKhEbC4c9j53QG02YOAgCtdbnyPkAgNXhYn1fVYAyGKwWEow45C/R99X6iAFtlXCYnifm6dtFzoEG9aYDnVB6/FsRa1BriMuh0US3PoYqlk1CZCSrcEQmRZGwr+Z7XH/R/+Gbb2ajLEhZMF2cJEB+L7mvvq/Cvhne4O648hNhFXP1bV41GDiFtiBxbyJoODPkSCLecKo9VwU7qr+E1pcD3nLEBunnYPz8UoE1sGR2jcfjURUrrQ9qga9ZQy8Pi1hI2HJKRL82yJFVwiKZBkQvctCVMZdA5PcwK+lKRoHLG8P4SAOq/1r7NozHC6M6yTV1/u36uaLYBgBiYj+x7qa8auwm7MJYlNQu1beFfBqzqw0I4yqkeBmxBNCVVtY4SH5O2zEQBTeCkWpwEMBxHCrLayBwAty2HpBlCRGpBtm6O/KcTX2+rHGKRaIrtLYqbxNyICtNE5TehInWDj/nhcBZEJHimRXZIagnEwG69TwG5eUVKE8bKqVhmj3HZN60iISxRQzqULf9zLlk/GEZ5FpQcVlizmPYE9kEGGfRmEypxoaRbJEoCUh+/Z+uxb///Z6+32Yh3xutjQEgKhOdSDJgo8SAY5lZrLHSOJRAa0U4Upb+pCOAyspKRKPas01kJHJppp4sY8rCUSahxkKXuEjCNUcS2TCR2Gsoi1Fh9rFIDBKvgU2CEGQCx2vzMlYXTQctsD2rwzmdudi//zB43gpZfVWyZU5lx9YkYySv3psSE+rexO8BrWUW+7vE4UPlCBlmtmChMUBYVoARK4SNxdNYq/nxbIXG/rjHMzaaKhYWa7TLxtihMP/S9pgzZ05Gq0ZWSwHc9p6MHJmDMDMs6i9bZkhzQmtvo6FIM6ga3VN9n339+kvfvn1htVr1ugkj0QGWmaMZpY4sGtrv498pID2LrKHMKaBhfVNAbEa82LHAZimEwNvAc6LOVAoFyXvHcRzs1o6wCPnI/P2KHUvt1k4qTd5I/tYQn69xoUBR87s23u/oDOFpojmxY8cu8Lyp4rZWzJv3fXOLYCJLDB9uMm5aKziOY7wFTDQmTN0pM5hf7RYMRVFgtVghyQGknlCxBqdsYi7VH5GoB3RSRl1qMs+clSniDUDZubwllpnMvTEb2WIZHNovFArC6XSmuJ7CailgytGQ2WSeGqe0a1oz4if4rHHqyAWWXrFiBcrKtOCdRkwZvhmMUo0Ftt9mOl40hK0Vz/LMBppxCqB9nDeUye12oUNHylbTjFOx19YHyZ71788oZcJEawHP82oSBBOtEQMGHNvcIpjIEt99N9d05Wul6NKlExyOlhraxcTvAa11ZtWisDNaBoGzolra2yjlldb+om8PEMYhENqv/pVqYtgwG2M7W399u4fqojM/+Ku+zx9i781oQkaMB5JcC22yG5Vq9Cv2hg42QDo2Vk1jIZ17Y6ZINiGVIUkSBEHQ3fcAQAKh2fpBP9pWlU4bC9Yo5QDH8XqwaQDYF11Dz9Spu/GGrdYAEpOLZLqLjxsWb5zStpveAHDBBedj+fJfsWfPLgBaNszYtj3Vea2+vQXMu6JUAwA8oMaRfT7qrpZrJXT0fMrCxjCcDAA4hIWNdAfp0HBDShtnHwBAmYfeuzewK+E8i0iDlxa5jwMABKRqfV+YCVpayBUCAAbbjtH37cyjbq+7ZFJXD56+U4McpJ1/C+0BAAg8j19+WaMTwHOtxD2wLmAUWN4Ise6L/pB2T2zfI2OgwOdAFPLIKmOYZiHyBsmY3SF3RIMTP7Q0NEVcg6MxToKJ9PArleAhIhJtHFc+1qWrtjaMU089Hps3r22UspNBFOjik+aqF4nSMS1Ttx/W3UVhvvWyHDA6/ahHVVU1bFa37hKmjaOsmySXVu9lx2uCqMQ+j9Y88CS6yLUU3Hrrn/HCCxPUvxJlEwQjnReQZOIhEpVonw/x9J0WhcQkCQ4r0Rk0F9BWAW2hi3GRMxonOMZVz6IGhmeD97OwCcSVz2Vpr+8LWGg4FX+IJGCxijn6Pi2hABs0/+DBw6ioqFSPEzdiknSq/kjlwheb+CBxvLOofaShyR9aEkzdKTOYjKkmhVGP0QwOEhLTvSeeO3/+D+p2qgk5W2bj91LysWBlNTZKUcTfnyZlS3uDGsO9UTOoJLo4hcOhjFeNlITRhboSsXF7UsvR0to3FbT21vpHqlhH2nM6MkYpAJg69TPs2bMHsYy4ZPI1BRr6LNl+2digsiWODenGtKZH7/6dMez4AQ0sJZ4hlmiUAjjdKGXChImWhVAohDVr1ja3GCayRG1tbXOLYCJLPP/8CwY6rYnWgDPPHI1OnTqmP9GEiSaCyZhqBLgUJ0TY0FMgq/hRZwDewE7i/aloLBCANR64bMeA5yxw82S1vySwHhzHgeOs6qofMfZ06tQFBw8ejq+SAS1T5OwQODtCsgf1nUDXRPfr20sVYrmvqFuNWKNTPJOFNUoRd7IcexcEIxW6TLmOXrCJBThUs4iR9WiZyLH3roDjbGr6YWLo4jgegYAP20NfIP6edyWUY9Q2pJwheYSZs9k3Wz9S7V1vIAfQumzNPBxCHiQlBJ53qhkGWwZuvvkmzJ49B6WlpYhlbEHfXlj7mr5HEGhg+gJnbwDALoZFVcZ30LePVU4EAPRy0fhx9k5kJXBuXQEkqQb03crmXWEDtkuwiAWIRBujbWMN0WWe5UhuUKTj0imuP+p7+zjIat3BADXYsgrs2Z0IhbyLg66g7fZR5tmPJWMAAB7Q1cWqEDm3ViHJGH7bWIKSX2jCCC9/KNMbjINR0PxYplQ4Wsmczxjh1dV9B1cAGc0bqLWx0RS5KI+eNVET9QEPC3iIcNoIq5JlFxoxICxiW31bS5UeDNEkLDGsI0XBVVddiQkTXkwpA8fR4OLZBPmVmFTmwTDpySxbPD0IG9xqKTQ82lICWjcFkrEmAKBHj+7Ys2cPampqyI4sckiIAmGMSBLDYFO8yU5vVRAEynxJG/z9COOJJx7Hs88+l/Q4+36wfYBX2YfBMP2usgw5m4PoWVYmIDoNlM56VTQs4QjLVCI6feMi03HGZe+qbzvU4P8SE9zcwmRTL+DJuTaF7vNbKVu9giOs/SjDwNTYSOy4+/XXX2UkW7agAdGTPaOjVxswdafMYBqmmgA8b4Hb0QvewC71xY/N/JHn6K9nGGkjkElsWWgbUwI1NJSUpFJKqEGjm3MsnEJb7PTOAc0+ZUT1rc9EN11A9Xh3Mw4uW1e4bGSA5GOYPqzhpT6ZsbKRub7XZAN676LQBooSgRRjEORgszng89UhMwNDfdsm/lrgSDKKGgcceuaep/+1qXryEa4/nmVGmXOTJ0+JY7vFvsNNBY4TIAh5kKRaGL/H6UD7pd3aCZFolTrBa2i/iI+jxLadkYxNkQwhM4w75ySs3xbE+vWbGqE09r6SM6WIce1Is+qaB4qiNPpquLm6bqIp8MorE5tbBBNZYsmSpfB6jw4j0u8NEye+2twimMgSd955O/73vynweFqWsfNogKk7ZYbWRK9oVeB5K9yOXupfsZM4zSiVHNQYdNVVV6J79+4pziXl5lt6wCbkoVCPFWUURDt+spjof68hKgeR2ijF1sGndGchPtH1nbRlk+0v2X02Bej9cJwIjrOD0zPjEQwdOhQjRpzAnJ/q19Dg0q3NKEXfCVmJwhPe1wz1xwfvp/jjH6+F220cB4Fe3zR9jONEJkV4feuIdQG1iIUQeDfS9790v2SBvpMZrJvvY7n4x9VJjFJskoJsQO8/0SgVxdG5dmXCROvFQw89aLratlKcffZZ6Ny5c3OLYSIL3H77bc0tgoks8d57H5pGKRPNCpMx1QjoILpg4W3omUtow8OCl+jHZok/QpsIhaQ6cByHU4Qx+vHeuYQyGgTdt6t6hrrFYcqUqSkUKxqkd13th+o+dvKo/a259QCE4spOJslkrapuNTTDSFVaplSiHFqQvHZcD31vO4XS7mtsuxEIHUBmLBAyCXZbuyIQKQPP2RCRvWmuITLnid0QlusQUQKIKqEMZM8WtH0j0TIYsUd+/vlnZl+m5SViXc3/1Jo0um38xLo1Kt7EQLCp+lMcecYX7d/HuM+CQyxAV7krBDUg5bzal7Fo0eIkq7WsOxvdxzPUb6/qWhIMUxcya95p+rZDfRUPBWlA9K8OkuCT0WgVGpYpktLZtQC8HGeDw0rc4cJRGrej0E2M2APVwOsAUGSlNPDicA0A4FfPf0BjRrEx2YyYgLRtLWIROE5AOzExM2WOQO99QAH9DJ1SSBSimjBtzxyRHrdw5P6KlbX6vv0KKcvNEdr6ldeeid0zT4bfQ+jya9Rz91Z/D2pAakhf43T3gWA4BCNjl5aQ4ID316TBSlsrZIX8GrtME78/2DgXeM4Cm4UsAjjUAL8AUOnbrm9LqjuN295J36eN12xSkFCEuvUBJNZNOsNUerea1C5CrBtVNg5EnDqmWQQXs4/qDFqwblnOnD2UjXsi645+pFzDUgVHnjx5SoPLj0ra9+7oG2Ca232PV5P2sH1Vk2nOnG8zL4i5XlaDn7N9ls2IqyVKkXnqzhYMa2EKGua+FwPmm83zTlUm2le14O12S4G+j31/QxHS72KTRmUOzZWQuikCAkfCPbDuew6O1q+58FnAZNWJKZOPkY2FyJT5wIMP4Y3XPwEABMNV6r9sOJkGvkt64Pdk7z4pPxytIX8dRYwgU3fKDCZjqolB4kbx6q/+E6FTTz0Vo0aNSlUDEjPMJQYl5zgXOM4FomQly6oXH7Q43eQt8zdCFFxw2Lqof6WaqNH7aOc8Hh1zToOshJCaBUXvs7fzHPRzXQQL50hzTUMR33ZAfHsNGTIE5513Xty58T9N/vjA0UbQzpPjfk0T9L5pEe8a1xRGKZbpE7+PyFAT3oHywAaURrbHXHnccYPA88mGRzYgemO3ezJmEns8WaDx5LKQcSj+R8YlnhP0n8D8tH1EBm1ylor9GGvQ1iZcRxq/LtmkG6ViwYGsxXBI3i+SBXJP9U5m4qprwoSJI41rrrkaxxxzTPoTTbQ4/OEPF2PgwIHNLYaJLDBkyODmFsFElpgz+6fmFsHE7xwmY6qJISuSOrnLDitXrkSbNulc/1jjlNFkljWKuaAoHqRnDaRja6TKoqaeoUjgmLpFwYVEtklqKEoUyYPksSDyksm0E/1cF2Ft3cdoODsiXZ2x9bNYv349Nm1KFecm1kiSunyABlo3ivXDsuJaA9L12YaCbVsFyVzObHwuBN6O7YGfEFQ8OMY6DADg8dRBkhpxBS4DHAqvR3qjVCqjULL7bAxoxqlUBpr6sCybDgOG9MDePeVJjmrGqQjo2ABkMp4ZH2efR2szDmcHGQrkRr7Xxi7PhAmAMDcEoTV9F01omDXrG9MNs5WisrKquUUwkSWGDOmP3buOdGiN3wdM3SkzmIapRkBtNAyR45BvJc2ZZ1GwonYNVtWuhT8SRa61G/JtvbC17hsAwJa8nfq1dTUkUPih4KrEggHk5ORg6NChmDt3bhopUk/uu+dRV8E9NfOhKAHEuvWlUwDi2QUKrGIhrJa24DgOo6zEffEgShGWvSgLrsPm6F5YxQJYxTzU+XekKT/+PhTsqfma2Z98ssvzNDvJqPy2iCpRWPn22BzogEi0QqWLN+WE3bjcnj17YsiQwZgx4yuDoyybzQmOE1DopquDYSaLTK1vC3NdPItHq78xjCj1jQPWUDSFQQpg25bnc1QXCNYIQeuvCG5Tr4hgR3ARdgQXA+Dh8/lSlJ/oatfePUQ/GlGzWnZwDdX3BeRqfXtpOXm2FRzNPLOu9iNkYpQShXxYROIyfEX+DfrR6bWfwhcsBmuItTE08/Nc1wAABJ6Wq7VG7zw6ceufQ+nVW+tIlqiD3FkASNy5Qx6j1TS2vfN0yngbZ18AwAGVkg0AlVFCR2fd+zxM0rp5JcSdpDRAx5vKIO3bWznyLkQkmlnGLRIXvrPdxwIAevkLMLYXTRrRpYTEeVsl99L3rfR9jmi0EkpMnhSb7jbAxgHUaOwWkWbN6m0bDQBYG4hl2mnQMiYR16KjT3EwYaIx4JOrwHMinDwZq3hQF1+Bt+nb4RDJ0BeM0AmvVSTvWCSFS1PXrl1hsVhQXV2d9Jx0ENXxFgCiuit0w763rNuc207iKEkyzf4VjFB56+PCpyHz7IL0e2AVqUxB1X0wlatdU2P06NHweDxYtcpYNyYg3y6RyVDHZhjLpu1MaGDDfyQiVdv6/f6kxxJq4RlXf1V34GAc3zOo6hJRifbvTN3l2Ex7FsZlOKrq2rJMZeZ4em6usycAQOQSXeScApMllKPjlV8g729EonqkUZbRGPmY6bgmnyxT5SjKEflEpr0ioHpQHUf0GInJAhxgMl1rLo/s+2FRsyDmqtn/nC4Hqg5FkCsSl2mb+l6xY7E/RN366DhDdUiWKa9lNGTvTQv7wj7DWAhxZZv60+8NpitfE6A8XIF1ng04s/B0tHMMQUVwI2rDxVmVVVlZmWaSnArGLzRx49F8ijOJf6JNPNnA4pxulIpHVXgHFMjIcw6AwNtRF9jDyMIjPbMn3oiUmVFJUUKYUz4dX5VNxbq6FeA4gUkvfeTjvBw4cAC//vpbkqO0Pern8mT0TBtj4GafcWv+EMS7k4mM4ZLtA4lxoliX2H79+qYoP5UBqf4gcRNSlUnrtDCTJBai4ITL3p05/0ghvr2b/5MSDkTSnsNxPESxEJz+CeRjYllkgoiedpl9XrTtFSW9i2VrhAJAURr519w3ZeKoxL595sp/a8WaNWuwZ8+e5hbDRBZIrj+ZaMlQFAWBQCj9iSaygqk7ZQaTMdUIWOD5DziOw37+MgBAhX89FORgldeBPXXfA5Bx0LcUmoFlR80s/dpQ/lgAQDiafNUvOzozmRA5rZ3htHXCtW2G6UcmqSsgxdWzkb5baxNPDlBXM62WNuA5K0Za/6CfdWEXsprw4T4L/JES9HSciXXeqepRCXTylum9aEaC9NfIch20yXs17wZ4F36q/hFRmV21YcuLh/HEMvZYvBEjGajMLpcLAwcOxMGDB1KW1851HATejmHcSfq+tg4RXqkGALCYd4PjeJR5liO5gS2VQSDZPbHHZXCcBYoSAc/ZICtBJLoMJisjkzZLVX9jQeurPDjODY7jYBPJSrw/pPURzQBFzlcQZv6mbL358xekqEdb1aOr+36Jsp96CoShc2Z+R33fyiq6uugBMTSXKIRtE9FXHlMZuohcgdB+/ZwfQ7/oRyNRra/Te2tv6QcAsPAuXNCFXHMgQI2gayvJytnOWnZFlH4SNlUTA09VaBcAQFbiDT5qv4EIi9gWHCdgoOsC/SivylnB0SDwdnUl1BalbbOmhr6nu7nNAICgXKvvE5nVujqVveS00JXKIpnErisPSHDm2oE8J+asoKubhwNk1e6EPMp4quRP1+9pn28ZeM6iZiIlCEVYVwTSj9kVz7U1HyDW/Y+NNydDkmrjjpswYSIeZZ7fAHBw2UkcKDZRgBETIhA6qG/LcntyDcM0ioeiKFnpT1pgZwCwGSwGkCQVmYLWz6msCqetvb5PYyPQMby+5TcE9BsditSQPYoCBexYX5/veTpdIFNmPoeOHTvCYrGgqqqSOR57vSjkAlDgtHWIy5QqQ1YiCITI915ivieJctbHW8D4XI0RokABYlhmrUl/AmKZL0S/IQss9cOCBT+mOcP4HjQGDxtIXGF0Xo1lE5bq6i2Txt4BaJB1sj9Rp7YwjEYr71L/pWOCFoQ9pFA5omD0B5XFKcmpmYtskgK7leo0vNr2LKtIaweJYTwFUUPrVN9fKcl4qMki8LROjXWq6Xadu3QGb5P0+wqp7czzLJuLtk0kqrYd04ZG/YVlXkalmoTjcZKmOW7iaIdpmGoCWHg3asK7mT3Zxh8hL3tRUbssrqNGqeQw+jho7Az2b4C4uZDzWVpnPETOBhkSvFIps5cHNW7VB/FxlJJN3Onx2sB2hBj6amw5yYw6WrlGx42OJWNwxcYA8nrrsGLFr0hk6nAx15TWLQMAOG1BdLeNwNbgQhyu2QRJH6A5OK2dQdsgvi8lk0dB4vOMP58yXkTehYhUA1kJMMeStU192yz+eDJky0Ki96EZpVLXAdB+mejmd8MNf8Kzzz6X4tqmQLJ+HttfMstqCRz0kayQUcWPCbs64YYuFwCo71iSSlYt+17bZgt0Ho+QP4ztKzJnSfCcRVcCjUCUVqN+zDJA4/uTEnecPb/1w4yTYKK1wOv1YsCAY7FmzZrmFqXFQ1GiaoiH+nzrgcQ4ffHXArHjX2b6U2lpCfx+HxL1J22RUUZUIosFHn81HNYOEAQXguESRGMMF+yiaDp9iEUm+pN2pmaQim8DNjERi4boT80bwzEdOI7D//3fdXj++ReaWxQT9cSBA6WwWMz4YE0FU3fKDM3vd3EUwi12hKSEEdEZO+lWQOIRa5D5+uuZ9bhWu45LY5TS6mG7gDbZjP8g1y+jYDtLP1RG2JhSDfmIJpOJPa5Au4+CdjZ88MEHGDRoEG6++WY89NBDEAQyYSwqKsLkyZNjfldeeaVex8CBA/Haa6/h559/xo8//ogXXngBPXp0ByCjXbt2+Pjjj9PKOm7cONx///0AFITDQeTkuPHhhx9iyZIluO+++1RZyD106NABb7/9NpYuXYrHH38c+7EK8z3/hte5D08+/STmz5+P+fPn49FHH0EUZfq9jhs3Ds888wwmT56Mfv36GbQJbbe8vFw8+eSTWLp0Kb799luMHDkSsQoPvdZiC+Ohhx7CkiVLMG/ePIwfP14vZ9y4cfjqq6+waNEivPLKK8jPzwMgw+1245133sGiRYvw448/4qmnnoLDYdfrePfdd2Pa+/TTT497lsl+9QE1kqTvq0ZKpnY9dVM1Nko1DQQ9doF270bGENZYlcotVTMA8+iddxF6512EfnlX4bSCoXhv38ysZVQUBeEIG1CcHRtahlEKAI4Z0B49Bqcb9zIDWfkLIHn/NJogxBuqWu4EIls0OhVd/Zkw0RRYuvTn5hahVUBRQhg6dDCmTJmCZcuWYc6cObj22muhfZOGDx+eoD+dfPLJ0L5Xp59+Oj766CMsW7YMc+fOxWOPPYY2bQoAKBg+fDiefvrpdBLgxhtvxGWXXQZAQVVVBQYMOBYzZszAjz/+GKOrATIGDBiAzz77DIsWLcKNN/4JgfAheAM70PWYtnj11VexePFifPvtt7jhhj+BHbuvueYaTJw4EZMnT4bD4UAq/alr1y7497//jWXLlmH69Ono3r27wfkKgAiKitpiwoQJWLZsGb7++ms1oyDRKW644QbMnTsXCxYswGOPPQZRJNmxe/XqhU8++QQ///wz5s6dizvuuEOvu02bNgnt3a1btyTythwoimIapVopxo47Ce3bF6Y/0URWMHWnzGAyphoFYSgKh83Vmusa+bBs8kxBrJsQ6UEspdQBQovUXI5IadRY1Nl1AsojP0OWJUiSxqbIDHaBlrm6MqjT2g+oDJ1Y0Mm9w9YVFiEHdiZAYJVvm76t0emXctP1fYcOnAYA2FD7KVMWOzHT7r8+EzUqE8+7IMtsrC3WeEfdaDiOw/PPP49Dhw7B5XLhjTfegCAIeOGFF+ByuXD55Zfjgguou5EWw+Ccc87B//73PzzzzDN46623YLFYcM455+CBBx7AnXfeCZfLhSuvvBI33HBDyvvo3bs3Ro0ahYkTJ4LjOMydOxfvv/8+JkyYgHfeeQcWiwUvvvgiAGD69On44YcfcOONN+Kll17C008/jUcffRSdO5NgqI888gg4jsNrr72GgoICPPLIIwCAMWPGwOfzYcyYMXjnnXewbZtRAGYFoiji+++/x/Lly/GXv/wFTqcTwWA8tZj2yxkzZuDw4cO4++67IQgCeJ70wx49emD69Om47LLLsHXrVjz//PN48803cd1114HjOCxduhRvvPEG7HY7XnjhBTz//PO49957AQCXXXYZbr/9dtTWEir9zp07AfCwWzuD4/gY2nE3cQh2BObp8mTWV2hfI0HkOXTIPV4/6uZIYOztob2IZUexhh7WzZMce+KJx9MapwSBUrtr/ZQhuVEggbcD3Bh9XwXocYca6NemqLGvBBI0HIh1S01kcsW2h8AwfWJjO5HtbZ45+p4T7XeiLLQkJtD4HokYmtZ7vtb3iR6Hvk1daViDjNZ29BlZREq7r+So26rmjucNluj7NOp4wEJdlyvDNBlErW8rU6cRSBs489omHFkurcbyNWR7b3VisoheuFjf1tz/AGC/2nax7jOxxs76jVvmeo8JE5mBuPn7gnsyPJ+OC1oQXzZQMWuz51SXlWuvvabeE2WeiTfHujBLKUIuAACvBiZm49XJEnXR0wL6+oI0gLBF/Y6QRAlNgdRBrCmikCQJn376KXbu3Inu3bvjo48+QnV1Nb777jt06dIFxx9/PO6++279Ck1/uvfee3HXXXfhySefxNNPP402bdrgiiuuwA033ICJEyeiS5cuOPvss/GPf/wjpQQnnHACysrKMH36dBQWFuL777/HLbfcguLiYnz55ZfweDyYO3cunE4nFixYgIceeghr1qzB1KlTEQwGMXXqVAwcOBDFxcX44IMP0K5dO3z44YcIh8OYMmUKAODss8/G5s2bcd999+GOO+5AIGDkbqWgXbt2+Pnnn/Haa6/hnXfeQefOnSHLxuxZt9uFpUuXYtKkSfjzn/+Mtm3bIhIh/ebcc8/F008/jUsuuQRerxcfffQRotEoXnrpJQBE79qyZQvat2+P9957D6FQCB9++CEcDgfGjx+Pa665Rq+pqqoKgEDc7Bj3Ke0dkOXMg45T0IUlNtC/Fn8xEs00kD6By+XCn/98C1577fWk53BMnRKT6EdW50asex2rI2rvJcd8Y6kbZeaB+nlmzKB10uNhRheQFbLQJTPurVoQdm9wv2H5mT6HmHFCpvJLIDJFmbGDl4jMAhOEnQ1XIqVIAsGCdeXT2tmj3seUzz9FMHwo4RpRTJ0ZvjmTJJg4+mAaphoFyRgM8eyP+k9YbEIe2nOnYU/gO3VPduwEr1SJXcFlsPFuyHIIfII7Hp2YW5gMJ9mBpSKzrizJ7t/IkAWwE0Oi8PHqxB0wnihyOHyYKny//vorpk6dihNOOEHfJ0kSfvjhh4Qrn3vuOTz22GP44IMPoE28N2/enEGq6eQMn1GjRkEURUycOBEA8Pe//x3/+9//8OKLL2LQoEHo06cPRo0aBVmW8dhjj2Hp0qV47LHHsGnTJvzr6WfQL2cQdnq34OWXX8bjjz+ul/vEE08AAP7v//4PAFBYWIjc3HwMHnwcfvppIa688gq8//57GDduHARBwD333BMjV/fuPTF69Gh8//0PuOmmG/Hss//CiBEj0KdPH5x//vmQpFgFtk+fPnjyScLgAoDnn38ekyZNAgDU1dVh8uTJ+rkfffQR/vznP8dc/9NPP6GyksaJGND/ZAwYMBCSJOHAoYM4YcRQzJz5LR78y514+TlgR2AuRNGCu+66C3PmfIvBg49DVVU1fD4fevfuhZ9+Woirr74KEydOhN1uRTAYwk033Yrvv/8RQ4cORrAmDxw45OS6ULo7iAGDe2D3jK8xduwYfP/9XAAK7HYH+vbti8OHD8NmI++Cx+NBmzZtsH//fnz6Kbm//Px81NbWQhRFXdFsWsTHnmCNoJkujSQaTouDm2FlFJJ0iEo+JE5kjiQDKD5oeGZ1j7/gFOzacQB7l8fLnsm4aRSo/OhkPTUEJh3dRGvChAkvNrcIrQQ8NmzYgA0bNgAAduzYgfnz52Pw4MH47juif9bU1CToTw6HA//85z9x5plnYsWKFQA4FBcXY/Xq1RnoT8lx7bXXYuHChZg5cyYA4JVXXsFtt92GuXPn4pJLLsGWLVt0PeTZZ5/FHXfcgalTp2L27NkQRStEPh8bN27Exx9/jLFjx2LKlCkQBBE33ngjrFarvkB47LEDsHfvPlx22aX49NNJuPnmm/Dhh+/jxhtvxPz583X9bcsWkhE2P78Qd9xxO55//gU88cTjeO65Z3DllVdi69at+Oc//5lwH4MGDcLChQuxevVqAMDMmTMxYMAAACQ4/65dJIbj9u3bMXPmTAwePFi/NhgMJrT3uedejIMHD+H0Uadi8uTP8Ne/3o7nnp+Ixx9/CP/+96v405+ux4IFP6Jv3z4IBIKoqKjAkCGDMWfOt7j++v/DSy+9jPvvvw9vvvkWbrrpRnz33Q847rhBKCkpgaLYUVTUDuvXb8Ko007BjBmzcdFFF2LWrG8wfvx4LF++HD179kRpaSlEUYQoiqisrESHDh10Y+auXbswffoMCIIAp9OpZ+iL1ytNtDzcfc8teOPNlxAIBNKfbKLeMHWnzGAaphod8ZNIowC4LPsgPbr0cWLPyvgyMkdE8mK1bzo6WQfBxrkgKz5AZlPeg9lurElYvNtRqvhQMnNu/ESQXsfzdoZRwh6PzSbH8zwuueQSFBUV4frrr8edd96pny2KokoJJ5g3bx5yc3MxbNgwTJ8+HfExnIw+pscc0w35+QUIBAKorCyPC85J0b9/f13J69q1G9avX4+ePXvCYrGgf//+2LhxI2RZxpknXIIFK75Cbm4u2rVrh05ib1w+5Gqs37EWm2rXYOzYsbpSY7c7EI1KiEbpKpLP50MkIuG331bA7/fj669JcP1x48Zhz549mDdvHnr06IGlS5figQceQHHxbhQXFwNQ8Oyzz+jnbtu2DTNmzMCAAQOwcuVK3HfffSgpKcGCBQuwbt06XHnllTh48CAOHDjArJoSN8mLL74Y7dq1w6233opnnnkmph2WL1+OcDiMuXPn4h//+Ae2bd+APXuIAVGSw1i3diMA4OOXv0dba1/sCHyPaDSKV199DQBR2AASu2DVqlWQJAnvvPMfAFAZYDy++mo2/H4/fvnlN7R1DQYHkvpWqnPg4P5ySJKEkpJSAAqsVhsEQYDVaoXT6YTT6YTb7YYsyxg8+DiUlJTg5ZdfxJVXXo1rr70GU6ZMxVlnjcOyZcvQq1cv2O0OlJaWYuSpYzB9+izcetsNeO65l/H44w/g9df/g5tvugHz5v2E0wYNRm21FwF/CMe2LcCGddsx9Phj8evCHRh2Qj+sXrEZvfp0wf69JSgsbAOv1wdJCiMc1p4ta5hiDaCp3lEtzpEWZJIDIGGT7xeclveHFNdRRCUvwtGyuLoac2zIBOy9JjNcJ2LhDysRDGabVSa+fY/0PZswYaKxcfvtt2Hq1M9QXV3d3KK0cJDxrrCwDcaMGYOePXti6NChePLJJ/Uz2rZtG6M/TZs2DWPHjkV1dbVulEqnP3Xo0BGDBg3CypUrccklf8BHH32Mv/71L3jrrTdizuvfvz/Wr18Ph8MBjhOwYcMG3HXXXTHHOI5H714DsGHDBjWsAdChbX+MOv0szP3uawQBnHHGGfjiiy/AcRwGDjwOu3btQCRC9aeSkhKEw2EsWrQYAPDVVzOhKArOOussbN++Hb/++ivcbje+/vpr/OMf/0BNTSVeeOF5UP2JnFtRUYElS5agbdu2+P777/Hoo48iEAhg2rRpuP7663HTTTehrq4O1157ra6TRiJRuFwunHvuuejcuTPOO+88/PGPf9Rla9euHXbt2oXa2lpMmTIFEydOxHffzQHHWbBh/XoAwLPPvgCOt+K5516CLPvxxhtvAgA2b96sl7N69WooiqKzmN5++x2Ew2F8+ukkhEJRVFSQWF2imIfDh0tRW+vBunUboSgKdu8mrLiKigrIsoxIJAJRFGGxWJCXlwev14tevXph9+7dGDFiOGpra/HUU0/ioYcewVlnjcPWrdtQVFQEh8OO3bv3YPTo0zFl8jT89a+349lnX8ATTzyKN998B9dddw0WLlqGnj27IxjgUFlRhV69umPhoiU488zT8eWXszDurNH46celGDZ0ELZt3YGCgnxUVSmQJAmSHEYwGEzCajORCd79z6emUcpEs8M0TDUqLAA49Cm4GMFoNQ56F6k0cKNYTuTjvbX6C2YfEra3V0/D9pUKOI6vty/pQGUYAKBE2orN/GYc5rWA5BxkxY9kEy+Pn7jWeNLQM31B6p60IbgbxgalVO57rKteHmTZC8LSSDTYyUmzW3BwOnPg93tRWNgONTU1EAQOZ5xxBtq3bw9JkvQVG1IPr8Y5Ili6dCkKCwsRiURQU1MDl8sNv9+HZcuIu+OhQ4fUmAcUoVAIBw8eRG1tFSRJgiBYIYoCQqHYAT0/Px9eL6Ep79+/D1roo/z8/JhjS9YsAUACtRYUFOBQsRdfLlqMtf4vccUVV+D888/HiBEjAADBYOJHIxgMIhgMw+MhVN7ycmJUKCgowHnnnYczzjgDGzZswLvvvovXX38d119/PWw2ix6LKRQKoaCgAGeddRbOOeccLFmyBBMmTMCHH36I8847D5Ik4aabbsKFF16I4uJirFu3TjXiac8QOO2009CpUydYrVZdDgC4+OKLsW7dOrRv3x7vvPMOXn31Vfz5z3/GJfk3I8/SBt94qVvpLzVv6c/UCIqiIBolfTLh4xlpB6cFkEOAV81kUucJwhfdjr0bAEWRsH49Me6FwxGEw1GsXLkyoY5ZswiN+aGHiNvk22+/A0DGF198DgA4eFCjbnPYsqkEHMfhxRfehiTV4l//Igr86/9+ATzPI1BjhyAKkCQZyqGDKC0rQ+4BH4qrl6JnNIjDvtUY0iEHgUPbcfzAYfB5fRD5fPTp2x2//LwKO4uXIhQK47HHHsNzzz0LQMExnYbjgvMvxratezDGfQoEq4DyvdWQOp6Hzb/thfNEDls2FKNNkQ0rd86C1WpFKBTGYOc1qIsA3V1UacurIszIcIQmKgjHGMPYdzg5WAp6mX+jvh0MV6jPjT4rn9p2NdxWfZ+SkO1PQ2ygW9bILcnU+FQrEtr9/trFuP32m/G//01lrocuf4SRY0whjaOwr6oPAOBgaC8Sx2oW9XExPXohK02w6nc0BkowUW+wLiPpMtOxWTKNoKiZs9555z/1zszHutho4xiQ3mUlUxceWabuSyFmOztk6qpnDJfLhXA4jMLCQtTUVCE3NxdnnHEGevXqhfLy8himcE5Ojq4/KYqCadOmoW3btigvJ27hoiigZ8+e+OSTTwAAixYtwqOPPhpTXzgcwvbt2xEIBDBv3vcAgEmTJiMe+fn52LVrl/qt51BXV4eCggL9WG1tLRRFxo6d29C1awf9WHVtDb7+5jOEI+X45z//CY7j8N5770FRgPXr1wOQYbVSN/jq6ioAPPbtI0kztIXGgoICnHPOORg7dizq6urwzTff4O6778Yrr7wCm426UwWDQeTn52Ps2LE4/fTTcejQIUybNg1PPvkkHnvsMXg8Hmzfvh1XXXUVvF4vPB4PSkqo26bdbsfo0aPRtWtX+Hw+hELk21ZTU4ORI0di8+bN6N+/PyZPnoxQKIQ33ngLNks7RJgA7+ncuBR1fNWepRbSwefzQRTyEVLV6wgfQsBP6t++g4Tv2LiRfNNXrVoV8zeLb7/9FgDw+efTYLPZ8Pjjf0NVVRU+/3xawrkbN24Ex1nx7HMvAhyPZ9TF0TffehMcx2HLlnVwONpDlmUcKjmIqur9WLX6F0Si1Sgt24WIVAZR7AW7Q0JRexfatOmFYDCIgYOOw5Ily3DTTdfjmWeexhNPPI4JE17EAw/cj88/n4bTTz8be/cS/a1922OwYf02HD98IL6d8xNGnjYCP8z/HkOGDsSWzTvgylF0Q3YwWpvYnqoukp3rJFMOk2EvwjxDWddvJGYf+Tcaw/5uGAtNc5MMhokO+Ne77sMrr7yccB47/+IZV0IzbEH9YOpOmcE0TDUaYlfz7WIBOrtHY3/dfKQ2zKTKBkKQn1+AUaNOxzffzM5KMkmJxqRHpZMvI9aUwmzXd+XBiNGQ2ijFcRwsFjvateuoKhp18PmoojZy5GnYsWMnzjvvImzevBXFxVvBcUCbNu1w9tln4YMPPsQtt9yM1157Heeeey6+/PJLiKKgr6zdeOONeOONN3DaaSQGVjgcjmFQafsEQUCHDh10heGqq67C8ccfj1deeSVB8tJSTakgbSdJEiQpUWEtLy9Hfn6+/nd+fj4kSUJlZSXKy8t1RUpWIuB5Hrm5uSgrK0NUcmJt6EtceOGFmDBhAsaNGxe32pvMWBC7r7S0FAsXLlRXMoHXX38ds2eTPqTFYgCAsWPHorS0FKtXr8aCBQsAAK+++irefJOsvF1wwQW44IILcOqppwIgyumdd96J559/Xq/zoYceAkDiKbz//vvo3bs3AODnn0ngWa/Xi0ceeURXYBZWz0KRtTP8sgdOa0eDe8kE9RmQY2NIpcNpp43E3r17YRxbifwiUjlEoUDN6kbfFVmWIcs8/H76MS8vIQrRypUkS+OPPy4Az+dg9mwSC6nkMFHsnbb2WL1qA6KSF8FQEACH5557DlpfC/kcmDl9AaxWEf1cveHMsyNYF4JSYIEiK2jfsRBbNhRj1JgTsbf2V5x55mjs2rUbIzr2hcNtRX6NB11H9sbWGatx1T0n4vPXF2LIkMFYt26tLqvL5YbT6UYgEIAsS/D7tffRqO0yfQbpmJOpwI5XMlK55S1YsAg+Xy1zHTueJUdIjRmRHA2JOWXChInmwvjx43H48GGsW7euuUVpdDgcDkQiMo455hjs3r0DJ598MpYvX46LLroQy5f/ipNOOhElJeVwuVxo164N1q1bjwsuOB/vvPMfPPDA/XjmmWdxyy0343//+xTHH388fvvtVxw8eFDXkV577TX87W9/w1//+lcAJKZUvP60b98+dO3aFQAQjUaxZ88eXHXVVbj22mtx4oknJshcVVWFqiqizxw6RBaCtBiULIz0p7KyMv1YUVGRekSJORaV6iDJPjz88MMYP348xo0bpy5opZtEJ+pP33//vaoHAO+//z6uvPJKvPLKK1i1ahVEUYTX68Xw4cNRWlqKr7/+Gtu2EWPO22+/rRumnnjiCZSVlekLnH/5y1/w5ptv4txzzwUAVFZW6vrqI488ggkTJuDSSy+Fz+dTF884rF69GhMmTMA111yDN954o0XH9MnLy8Nxxx2H0tLS9CfHQVEI+0kznJWXVyAajeqseW0xUUtocPjwYXDqt3jzFrKg/txzJHaXFiNUc+U9cOBLcBxH4pC2rYTfH8CWLbvU+oghqGPH9jh0sASDBndHeXkFnE4HenQbhPXrtuDCC87FR+9Px1/u+iOef+F13HPfzXjnPy9h1KjTsH79BrhcLgSDQVRVVcHtduPAgQNwOp2oq2MzRLZszJqV3RzThInGhGmYajRwGJr/JwDAVUVd9EDjEw6U6Vmrqr3r9XNjJzocYGgFJx9Sj8eLdevWo774oe5tAGSwVxQ/6vzbQD/O8WwIduLHpr3NzCLudLogyyR7HUCYSV26dMHOnTtx4YUX4OOPP8EjjzyMZ599DjfeeAM+/vhDdC7qhVP6XAOnyw2vUIa9ew7D2a4ay5f/hu7du6J4TykO7POhrtaCOTNXIxqNotpLPnalpRW6z79GT540SQu8TlFeXg6n02kgMWVjVFRUYOHChbj11lv1GAH79u1Dx47JDCbx7DZjA97q1avx3HPPged5yLKMU045BevWrYMsy1i7di0GDx4Mu92OYLAWJ598Mvbt26caoKpx3nnn4Y033sDZZ5+N3bt3M6XSZ3bw4EFGhsSVk5UrV2L06NH63wUFBfpH8tJLL00499Zbb405d/ny5QCAfv36Yf9+GuQxHA7jb3/7GyZMmJBAmy4rK4PL5YIR2rdvj7Vr1wIADkcOoyRaAVn2osq/EfU3WBCjar69L/Id/XCBe7h+ZIuHBslfFPgw7rr0dQiCgF27dic5ysFqaQ8ACEfKEIlWxQTyBIA8Rz/Yre1wsWucvu97NeB5bXAXqgObAciqWyqn3w0AePw1SBwbaN0V3k36X6sCxwLqYn7n6nzkcjZ0XBXENYUDgPmVyAkNxW/f1gIoxEebPwIAnCScASwlbpSlu2cjyskI1BbCIrgQlQPIzy9Au3ZFKCgowIED+1FVVQGeF+B2u+Hx1OKuu+7BpEmTccUVl2Py5EkIBPzofIwFkUgUbdu2xZYtO9G1axds27YdXToMgcfjhchZdYZTjX8POI7TgwCTu6KfoTx3f3Kel51E0vZw23tBEBzIE7vqR6NqUFJZ9iM/366WzbrjkRbeVzNP//t9mU6EyjzLk7R3bP0C74QkByAKTjUo6e/TOKWo/zV2mSZ+v7BaiJFB5GnyBckgaHg2WLx4Mdxud/oTGUSirHt+0/ZNQRBgt9tht5MYgJ07d8bevXtx5pljMWPGV7j99tvw3nv/xaOPPoJJkyZj9OjTsX9fDURRQH5+HtasWY8RI4Zi/779cDlzwEHEnj2HUFMTwLJlq+Hx+FS2MWFkTJxIJvnPPPMsAOD11/8NAPj2228SZCsrK0Pfvn0NpNaM8zIWL14MWSbu/F9//TUikQj27dsXE1cyFqzOkJyhunr1aj2OJqDglFNO0UMarF69msnyF405Jsk+3H///bj66qtx5plnMoYBNokHi+T6k6bPAsQwppWlLeppWLVqFUaNGmV4blFREbZupQzh/fv3xxjVWBjrq+Sc9u3b62WGwuWo/8JxLCwiSSCS46CJQKISZRXXBTJNSBALSZJw4MABw2N6oPIkLGmNMem00nYPMQwdmiCAPi996UlObaxjExdUVpGFwG3btsEiurByxSbYLHn4aT5hhf20YJV+7q/LiUvknt3EiDphAmH2v/XGJwiEBSxbthEcxyMQqECbNm0gCAKGDh2C0tJS3HDDn/DGG2/iiScex7vvvofLLrsUv/22Ah07dkQoFMK+ffvQq1cvLF68GCNGnIjFi5egX79+2LO7BE6nU/eqAIjBNf7eWR2E54neLSdhYIpCPvmXHWPjmFlDhw7Cjh1bEQ+WGaZwtJ3ZRF6pwDHPMNNrjkaYulNmMA1TTYDycAV+qlyMHNGNSLQWVkt8RoN4BkAy4w8ZdARBwIknnqBTjesLMhFMVZ82uLHnAF27dofX60W3bt30WAH9+vXFihUrcfXVV+Gll17ChRdegFmzZuPGG2/A559PQ8+ePXVDyt69e+H1ejF9+gxIkqSuYCj46KMPAAAFwdOwY2MpgFJUgKxKHd5O2D27du2DRXCjtJR8QDQXrtRQcPnll6Nfv37Yvn07OnbsiAceeEBlnBiBftjvuecezJs3D927d9cDfV500UUxypXFYtEz4wGA3+/HG2+8AVa5YF0G1q1bh02bNuGDDz7A3Llz8c9//lNXpvbu3Yt58+bh008/xbRp0/D444/r7KwBAwZgxowZ+Pzzz3HJJZegpKQEs2bNUo1WCi644AKsWrUKPp8P1113HUaOHImXX34ZkiThm2++wWeffYbJkydj1qxZeOaZZ/D0009j7dq1eOqpp/DWW5q7XKxr6eLFi1FdXY2JEydi0aJFePjhh/WA67Nnz8bf//53DBs2DAcPHsQ//vEPfP3115BlGePGjcOoUaOwadMmFBYW4u6778a7774LgGTYufTSS7F27Vp06NABDz30EG6++WZSO+8Gx/HqBy+VUSDZcyMMonxHvwyvyRwcx+kZCRMNuPHuqhKUuMx5dkapSg0ZyQ0hQGIGvMZFNEravbrKh1xHf9T4t6C6upJh52nPxQKPhygmb7zxOgAe7733X1gsxB10x45tcLly0LZtW8iyjEGDBmDbtu24+tqL8NmUWfjjHy/D0sUr0aNnV5RVb0dJSSm6du2AJUuWYPjw4fjpx8U49tj+2Lp1G3Jz3fB4NMVKM0jR9hAEqlQlQsGvv/6CWDdEFolxqsJRD5CSCaXJwMFp6wZJ9sEf2o9YFp0JEyZaKtq2bYuuXbvqjJqmRm5uLiRJQkFBAaxWKyRJQt++fbF27Vpcf/3/4ZVXJuKJJx7HCy9MwIMPPoCpUz/D0KFDsHPnLnURkYx3GzduAsdxmDbtC8iyjOeeex4A8Omnk3RDHgAoiox9+w4gGo3ixx9/0q8FCDuJdUtMDlLnvffeC0VRcOjQIfTr1w/33XcfLrnkkhTXEcb4Lbfcgg8//BCjRo3C0qVL4XK5cPXVV8csqnXu3DlGfyouLsbnn38OlrXP6k9ffPEF/vWvf+Hpp5/G7t27cf/992P8+PEAgO+++w4TJkzAyy+/jDVr1uCpp57Ss9f94Q9/wEsvvYSJEyfqi207duzAjBkzABAWfadOJNPafffdh0OHDuG///0vAGD37t247LLLsGbNGrz77rtYsWIFNm7cCI/HgwcffBDXX3+9Kl2s/vTJJ5/goYcewgMPPIADBw7g6aef1u/1iy++wPvvv4/Dhw/D6/XiqaeewqeffgoAuOmmm1BYWIji4mJ069YNDz74IP7yl78AAC6//HL07dsXO3bsQP/+/fHAAw8wz6Llfndi9aejF9FoFNFoVGf/RaNVevIlLc6rFu9LY2+9++57AIA1a9bA5XIhEolAkiSEw2H9vR80aAAqyr248MJzsH79JnQ9hhgOi4u344QTRuDLL7/A+eefh8mTp2Ds2DFYvHgJunfvjgMHKiEIQozHSX2Qm5uL4uK9WbaGCRONh1Y5esyfP1+nZGpB+1hMnz4dI0eORJs2bZCfn48TTzxR/xCwOHDgAM4++2w4nU6MHDlSZ+A0BEGpGpMOfoYia1u0s7aFP3wIwXApFCV+RYZdKUo98YxEIigvTx1PIREKFEXSP/RdunQFx5GAz3a7FT17dofDYUe/fv1x3XV/RLdu3fDYY4+B40R0794dgIATThihD5r79+/Hvn378PXXs7Bv3z6VLRPF11/PhKJIeOutt1FRUYFFixZh//792Lt3Lw4cOACfz4fq6mp10I11hxFifJUbBytWrEAkEsHYsWPRrl07XHPNNbqhpKqqCo899pjePmxw6Y0bN6Jfv35YtGgRRo8ejVNOOQVz5szR4ylUVVXh0Ucf1T9G2i8eeXl5akpfggsvvBBr1qzBqFGjcPvtt6spi8kzue666zB//nyMHj0af/vb33TXOZ/PhyeeeALr169HNEpSOCuMH7EkSZBlGVOmTMGOHTti5Jg0aZLushCNkpVEn8+HUaNG4fHHH8e///1vxE7c6QT+zDPPxN69ezFmzBi89tprWLRoEQAB27ZtQ5cuXXD48GHccMMNWLlyJf70J8IO3LBhA2pqanDGGWega9euuPvuu/HUU08BILT/iooKjB49GkVFRbj22msxb948kHTHrOFHiyNUn6xzQFMNX3a7HW3asMZkyrohTKeQGhtAi4fG9oNMZUp0DYwNds4eb/pgnjxvQb7zWPWvWGMQ7SOWmONEqSLn+Xx1WLlyBYLBIKZPnwkAeO8/U+DxePH+u9OwdctufDdnEebP/wmbNm3B6tWr4fP59Phvxx7bH06nE+dfOBb9+/dC//7HIjc3Fw6HA+3bt0d+fhtcffXVAICTTxkGnufRsXNhXOwYBU6nC4lGKbaf03sLRz2o9WsBYlMbpQDyvREFN5w2ja1llMXv6Acb8auxfr+/Vmw+tGT9qSlw+PDhmO9nfaBNsjt37oyCggIce+yxGDx4MI499lhcc83V6Ny5Mx5/nOgUTzzxOERRxDXXXA23241u3brpesKGDRvg8XhiJqqSJGHChBexb98+zJr1DTZv3owtW7Zgw4YNqK2txfbt26EoSow+0dRYuHAh8vPzMWbMGHAch1NOOQWLF5Og4Js2bVIX4mJaCACPOXPm4LjjjsO+fftw9tlnY9CgQXj55Zdx22236de+/vrrMbpTbGB08o3Ly8vTF0YCgQCGDx8OSZIwZMgQjB07FmvWrAHAQ5IknHrqqaioqMCJJ56ICy+8UNVXSL98+OGHUVJSotfFMrs1V7EHH3wQXq83Ro6JEyeqxgUOhw4dwkknnYROnTph0KBBuOSSS9RQB+w3kfw8Hg9GjBgBl8uFE044ATfeeCO++OILAAK++eYbXHbZZejbty9OPvlkPP7443jhhRcAkFAHVqsVY8eOhdvtxjnnnKMb0NatWwee5zF27Fj9Wfz0009o6XyCvLy8JF4KJlj4fD6Ew2Hs3r0b0WgUS5YsBQBMn/4Vams9mDRpGtav34Q5s+dhzux5WLduPT7++H+ora3VXRn9/gBsNht69uyB7t2PwamnnojzzjsPQ4cOxe2334bCwkI8+OADAICrrroUVqsVxw8/Di6XE4WFBTEGRFmWY+Lxmmh8mLpTZuCUbL/YzQSv14vjjjsO4XAYhw4dQnl5Odq2basf//DDD3HzzTfjsssuw8033wyO4/DJJ5/gs88+w8SJE3Hffffp55577rlo27YtbrnlFsyaNQvz5s0zDOyXDB6PB3l5eepfAkSxDWQ5BJelDQqdxwEAiqvngE5ujCatEsikh6Zyp8GCqYvQyJEj9Xg9FosFkUgEPXv2RHFxMU499VTs3LkTAwcORCgUQjQaxa5d21FRUYHrrvs/TJ48FX/847X49NNJOPnkk7Fy5QrY7Xb4/aSe+mexIK+XKLjBcVZEolUp7i/2GmKUcIHjOJyQ83/60VKeWOrtoJT748U++natGrRxTs3zCW0TW4eRgUOTK/Y+rWIRwtFyJMbZIuAgQEkbXJBcJ4oCxo8fj1deeQXPP/+8HvyT1s+yglhDTLysyRkyopAPQbAjHK6Cgng6bOx1VrEQkahHjUXAlpeM5ZFMnmRgmUTJ2jvV/cX3l/rEIJL062/t9HcAwHXdqfve9AO0D7158DVyhVSj1ps+fbXFYkGHDh1i3BcJ0rURkalz/hgAwIWu0/QjS/xk5bgiuAmlgVUZyRFrlLJAY2gZncNzVnCcgO7uM2FTKdvb6+bpZ2nBK4tyjtf39QcJqF8oUhbSjKrXoSg+pl4e3QrO1Y/XRQ6ixrcZHMergTPjjWe0f/UquBgA0E3uqV9fwxE6ulOhimsdR93qBlrI6uDiyHJ9X0ApgyRJ6N6jCyz7emD4qD5YuWYTRp45GLu3HYSrmweBQBDLf/sOeXm5qKqqxbnnnoNPP52EU089Bb/88guKiopQVkbcHxQlfrwzMmTRe2rjGgyRd+KGwnPAcRxkRcJ7pZ+jNrAdqZlTbHwrBbW1tcjNzTU4r3VA+96NybsXImdr1LKjSgg/1b7W6tuopaOl6E9UdyLvjubiIwh07CZZRTNBrHE6HjzP48QTT9Rd0y0WCyRJwjHHHAOPx4NOnTpBFEVEIhEMGzYUCxcuwvXX/x+ee+55PPbYo3jppZdxxRWXY96879GlSxccPHhQT6pCM6jWD7H6XqZuivSbYbe217dlNYAyx3xPLSJ1p9fcdQIhY/cqimSLIPH6E9VXqVuO0beRdadOpmOSc/LycnHOOefgnXfewZlnnqkboPr27Yvt21nXIqMFnWRyxtcjqucbse9Z/U87F+q52epPqRaX2IWSeKS6j8Zj6ea5yEKUQ6SJQKKMy1ZlHQkfUt94Vjk5ObDZbIZG73TQ3Atd9g76vlCkRt9O34eNkKjbs9Bd3ASqk4QijOyqvmCzUpaizULmfVGJvru+IOvRQvQ0QTD+lqULVm+3dlJlSsUQR0ziGW2xNxylMa0UJQqr1YpwOIwB/Yfh0KFSHHdcf5SXV6Jjx/aw2MMoKSnDiSceh02bNuOqq67EnXfehf/7v+vw+efTMHDgQGzdugU2m03NGi0xJAMjxI7FHEfktwg5ekgbIp8MRUkXDuHo0Z9M3al+aNmmdwM8+uijKCgowPnnn5+Qlh4gilW3bt0wbdo03Ro8fvx4rF27Fh9//HGMYrVkyRIcOnQIubm5GD16ND766CNUVlaikMnYlDnoSxSRWCol67bHGkCMUVRUhNLSfcjPz4fVasfAgQMRDodxzjnj0bNnDyxevASXX34ZXn31NZx00onYvXs3FEVBTU0NNmzYoKd01V7mTz/9HwAen346CQCwfPkvAGR4vRFkxzihLAKbhcZgIsYpdtLMfkDph1kzSjUEDz74IF5++RWkHhyNDBysgYhXDWsiQpFDCWXZrV3AcQIkya8ar1IZ3mTY7XZcc801ePXVV2NWl3v06IXKUhsURYI3uFv1rdf6QbxCbWT/1tpRgijYYRHzwYFHMHwIicYN7XoeNms7WCwF8Af2qMa1TA15bNuxjJHU7qb1O8auGyRzK208pP6QJqJdu3Y4/fRRmDx5StyRZApOY7nbpTKsJmsX8nxynH0RidbikG85euSek7UERLlxQVGMA3YKvB35rgGo8W1GrGtcvKtw4z1HjRG4Z/d+9BV7YNWSHQjwYcz/hgRCLV63DIqiIBAuRVVVFSIRSXVpkbBsGVmFLC0lFHubzYacnFxUVJQzNbBtzsHlcsHno/df5SMK+n8DO3By/igsq1mI2mgNYvtDMraVCRMtBy1Xf2o4OI5D27ZtEQ6H0aFDB92NbtiwoWjXri3Gjh2D5557Hvfeew8mTnwVJ5wwAvPnL4AsyyguLoYsy9iyZUuM29zzzxNmy9SpnwHAEWUvNQ1kVX96Gcbf3lQLJqmOsfqMUbzUVNfK6NKlC8aPH48bb7xRN0oBHAoLiwBo7oDxsXWSfWMS64qNcZPuW81en6mOnEqeVO2abXu3XAwaNAiCIGDp0qXNLYoJQDee795NDGcrVhCPiuLiA/CHSMze1auXweVyYcOGDQCAH36Yj0gkiDVriI4VCJCF34KCNhgzZgy++mqG4XskCBbYbDY9YQ5Z5ATCUR84zgqBd0JRWKNcMl3xaOUCmcgErcqVb8mSJXjvvffw/vvvQxCMB22LxQK32x1DUeQ4Drm5uXpwSQ29evXC22+/DY/Hg0mTJsFiscS58NQHshrw3AZJCaNKdxEBLBYrAB45OW6dGj9s2DCceOKJEAQBbdoU4pFHHoAgCLjoovMBKBBFEXV1ddi2bRt++eUXvPvue5g0aTL27t2LV16ZCFmWdWXp559/RjAYRFlZGcN+0iaLsb7wdLKUzcQp0bWF4zhYxULE0puBZEaWhhqlAC0DHJ1IJv6MJvjGrA6Bt8fJzqlykv4lCJlQkjl4vV5cd911ePfddyHLdKJaUVEOjlMQkTyqUSqZAsO6b3FxfxOZw9EaeAO7EI5WwfjVpW2vKDKi0VrVKJVuhS9Z28XL0JjQWGMsIbVpjFKyrLGpMhvuDh8+bJjmmCL+GTXGMJrseaRqf/YdAEQhF2HZi7CUXYwBCuPApBo04xRB8ysQiqLoQVEHDhwEADh4kKysTpkyBVu3bsXOnTvx2WefoUOHDrpRasaMGVi4cKH+e/311wEo8Pnq0LdvX7z55pvYtm0bdu/ejdmzZ2P0BaPwXcVM1EZrMH36dPTp01uTwEgq9OjRA19//XUT3/2RhxYHp7F/JpoWLVt/Sg6r1QqHw4EuXbqgV69e6NWrFy688AJ06tQJjz32KHiexxNPPAaO43DBBedDEAQ4nU4cPHgQhw4dwmeffY7p07/SjU0vvUTiMX7xxZeorq7G5s2bUVNTA4/HkwV7vLVBwUMPPYjmHrNjwWHTpk246aab1PGSfvMcjtSMERMtD7/++it++eWX5hbDRD1xwQXn64sKJSWH0K5dO8yZMwe7du3Cli1b8PbbbyMajWDGjOnIzc2N0Z0WLlyIu+++G5IUgd/vxamnnorJkydj9+7d2L59O6ZOnYqTTjoeUakGeXl5WLhwIQRBSDEfVHDWWWcZZkVvzTB1p8zQahhTgUAAN998M+69914cf/zxmDVrluF5d911F6644go8++yzuPXWW8FxHD7++GOsWrUKU6dOjTn37bffxqWXXorHHnsM+fn5mDJlSr0MJ5oSw/MCZFmC3R5E167dUFTUDr/9thydB3TEoRVW3HPP3XjppRdVNlQ5PB4P9u3bp6dGraqqxPR3t6FHzrlY+CWZNJHJk4BAgLjbnXbaSPz224q4DG3pYMTIAdyOvghHKlQDhxFrxQjUKGUR24PjOPiC1NVJywiR6+wJWYnCG9ilug8lb881/um0dJUue5b7Jn3fyPZUrm8NGbwCAA6iWKDvaePsg2CkAp7A9rhzSfmiUKgHAz3ZTjLTrRBoilRvgLgUBsP1oSGzjKLYNg8GA4hGt6qDRzo3tdSrbk7bMYycu1LIIcOr379RmdQIIgr5EIUcAIDTVoRguEwN7pxOnvrCaPBkGSfZGcB2qoEeF5Tl6Ps21BK2i6zIkOUadW/m5ffq1QvHHz8M06Z9keSM1OWUqhnlvueoW0ppgLi4RKLVBlfEPg9BfZe6uakroKjGd9ru+U7fF5W0sjjU+rZAe0d3ejTlnsJmIdR4G09lOgTyUm2Nluj7ZNmD+GdVEdimbw+yqWwsAdhgq0UgvF+Nt6XBro+h1VHyLgmiRT96HE/ccwe3oft+K6cT3n1h8uysPDUIWxn3nhqejI8emTCgFEWGP6S9C5ye9VF73z/++GPcddddkGUZTz75JD7++GOMGTMGAHDyySfjnnvuwebNZBFBi68wYMAALF68GM888wyeeuop+Hw+nHTSSbjlllswc+ZM/Vq32w2XywVRtGDUqNGIRqPYu3cvOnXqhEWLfoLL5cIpp5zCtO3RPuk10VLR0vQn7V0QBBF5eXkQBEFPnHL11Vfh7bffwRNPPI7nn38Bd975V3z66ST06tULO3bsgKIoWLx4CXw+H55//gWIQj4mvPA2eC4HH330MYBEZtO1116Dl156ucHvIHVhyy5LIM1KFmL2EiMhz1MXDzYLlhFiXI1U2CzUJTPRXTmJPAyTKMaNMprIDGOzp1rV7GnhaA1Tp3ZP9W3jZPoTUFiYD6OMeU2LzOrjYmKk0u9tQzJIHkkQV3xAYvpiSM/8Vn8XPg1nnnkmamtr8dtvv9X72qjq4uYP8cy+zOIe8azOIOYnHGffGTYznOYynMx1mFd1Jp6jOovWdqzbnFG/kWVaj0WkblaazhT7ntPFAq18tk6nlRiNtEVzAIjINIuillFR4Gm/lBW2X5L3MiLRsBdsBr/4xdhQKIQXXngB69atg9vtxrvvvot//etfuPfee2GxWDB69GgMGTJEj9GmjbkXXngh/vvf/+K+++7DbbfdBp7nMW7cOFxxxRVYvny5fi0AHHvssejTpw927dqNU045GVOnfoYxY87AN998jaKiIgwePJiR1dSffi9oNYapv//975AkiUkRa4xLL70UM2bMwJ/+9Cf87W9/A0BWXT755BNcccUVMeeOHDkS+/btw549e9CtW7e0qzOTJk3C008/jaqqKni9Xp0iKcvkxfT5vNizZxd2796NSCSCn39eCoDDSy+9CEBRU9BzMaljjcEyV8iH+vPPpzXQMqpdy4PnRNgs7VTDVKZlsvEFUiufPCfC7egFj29TPcrPBsZy2FUFzaPHgNElyzBDTWPJwqFt2/Y4fPgAkrsXZgpFZeRxiEo+JGcYsW5Vqeok12tGKQ12axEURUYgfDBFHfWX3dhFrWlRKx1Ut+pn9Nq5cyd27txpcCSVqx2SHGOuViREE9hMsUwpzSjVMGTXzr4Q+8w5pGND8bwFDmtX+EN7tD2NwojMFIoio9avGc042Gw2hEKxk4Lvv/9e3542bRouvvjimOM7d+7Epk2bYvbdf//9mDx5Ml577TWIQh54zqavCsbD5/MB4DB79myIIh1bJClRidKydLndbhQWFuLJJ5/EddddV7+bbgGQoUBu5He5scszEYvm1p+S6U6XXvoHrF+/EaIooqysDMFgEO+//wGTxReYOPFVANCDW2eDF1986ahcWT56YPzdWLt23RGWw0RD8cMPPzS3CCaywEMPPYjXXnsdkQjx7KitrcWSJUsAkBhJc+bM0bNiati4cWOCwejvf/87Hn/8cUydOlWNMRXCjBkz9KD+LDZv3oTNm0nSjJ07dyIYDGLvXuPs80eD/mTqTpmhxRmm4jOdCYKAFStW4LXXXsPcuXPTGo/mzp2L6667DldccQWuvPJKiKKIWbNm4YYbbkA4HMaNN94Yc77NZkP//v0zkk2jk48cORJ9+vRBr169cM0112BYzg0QOSvW+L5AKKSxGDQXH4X5O/mk7VBgDfMXG9+HXHfSSSfB5XKpWUGyAS3T49+KWLe2+pTB4YKcmwEA33o/0Y+QmEfEKKX92zbnJGjBwz2B/eA4Hm1dtK0P1SxOqOE3ab6+vWOnC/tCxMc5auBeZFNXLwU5iGOdJ2OA6xQU2OhqwvqaasiQsDI0G9qkOcfWWT++iycDYp1/R0LZfQoupXJUJ2POpMcZZ4zGjz/+hNLS0qzL0J6bL7iT+TtdTINU/Y1DoXsEFEjwh0sh8i5iZBAI84y3KKphqjFADS885wbHWdA95wz9qFcqQblvJUTeobqg1c+wsTxIPnbFlXRl5VBgFQBAkrNbuRw8eDC6dTsG33wzm9nLspoKwHN2hKOVIG5vmhGQPKdotBIAh93V38RdH//O0TJz7L3hsBYhX+iqX9FOpgFAo+p7lOOgrDkBPVDpXYO2OSdiIH8qZFnCUu/baOs6HlYxV2duAUChqy8AIFdpp+8rkYmBvNyzArHulNozIPfkC+7SZV4nU9c0u7UNIDjgsJAg6hzHIRChjLBgmGyXK5S9eEAg9QfKqUF0G0cZWU6QVcWwQlcS2VXBAyGyChsI7UdswHwF0SjgtvcGxwmwCC4oSgTVvg249tpr0a1bN5x33nl49NFHweKPf/yjvnq3YMECbNiwAeeddx5uuukmtBG7wS9VI6jUIjVIe2nfLpKdLNEwNWXKFOzatQs7duxAcXGx6aZiotHRUvWnZLrTgu92gudcqPKRsSgdU8gIspI+APlVV12ZBeM8EQ1lw/BqaACZYYFozBR20YwNmqwlrmCPG7UTG9tUUWREpTpIMrsQEjuB4TgevLov194DLhv99nijRF/x+Iup7DFMjKhaT2J7ZBfY3RgXXniBbphsCJQM+kimoEwp1t2VPpumsH9qdbKsOIlh40Si9Q807g8R1jHL+olEUwflzgQXXXQhdu/eY5gIQbsPEtZCA20w7TmFI2UZ1yeq7D0rs8gqCkwfVL/FUUYf5Jnn5VCZSGw7hCKUMWiz5CeUGVT1nHTtzvb/CDM0kxAigCBSlhc7jhnprmGJXMPzlEXFBobXGFEsW5LdDkYqSdkGgdd53om33voQkmSBKLhUeUKQZS/uvvtuFBYWYvz48bjrrrtirrv33nt1w9Tnn3+OaDSKE044ARdffDFEIQdRqS6hrmQIBsk9r1+/3vC4qT/9ftCiDFPFxcXo0aNHzL6ffvoJd955Jy699FKMGDECNTU1AGgn9ng8akDbHCiKgptuugmnn346PvzwQ72McePGoba2FnfddReuvPJKuFzZsRIuu+wyXHbZZfrfHg95wUXOBpGzgeftEFGguthoRqVs4s+wrBfy0i9f/rMamDgVnTEVQyaxzKaLH6TWyNFsO1rGCA1k9ZJlZCTKfeO9l+Pm+z5PKJe4RMYaeia9Ph1rPyiJ2SdwFgiwxFBfjREfb4ulvzZMy5gx46usM/dQsPGf2L/TXZMc4Wg1QtFKyEoU4UgFBMGFHDUTiJKWih8fCyndeeRczVWBpRrbuHwUuU9Emfc3pA6cfeSCSe/atQt79uyJ28uymogywYGDAguIcUprj3RyxicFINc5mIwvmYLnrRAFF4KRcsAGVEi7IPIOWBnKeGaIN0oZuX4md/k9kiwpCvZdINu33nIfvpz2HUKhMHhOgKQqvzabDS6XC263Gx06dIgpxW6366mtNcaTlrJcUsIIKh7MnDkTxx9PshmOGDECZWXxSnNm93/++ecfFVlTzFW/lomWrD8l052OFD7/fFrSuFpHKx544C488ODdCfuN9Kc3XvsIH7/z45ESLWO8885/mlsEE/XE0qU/q0xiE60Jd9xxC1599c2E/Q6HAy6XCzk5OTEZXAHA6XQyIW14Xb+prq6GRqTatm0bHA4HqqqqMHTo0KzlOxr0J1N3ygwtyjDVqVMnrFixImZfv379sGnTJmzatAlffJHIXOnVqxeGDBmCtWvXorS0FIcPH8Ztt92WcN4JJ5yA//3vfyguLsbAgQOb7B543g5IjZGhSjMkkcmr1WpDUVE7HDiQKl0q20FTGacyMSoYXds47liKoqA2sC2urES3sY9e+xJPTyAMB40xJSkhlJaWon379rCpMXwEjtMZU1lKFPe3jEC0AnahEJWBDVmWSXDhhRdg/foN2L49PuZVfUH7QsNjPynwhw/CbmkPQXBBVqIIhkt0X/5q/5aU18YG0E8XnJsNom4Mq5CLIveJKKn7GcbvjJGxJ/39U//8+r2HPXr0gNPpjIuRYHwf1DilGR9TGY+N7it126RDjr0XPMEd+DX8IQTOigJnQ8a2+H7FGtBaGtj3gMj389IVCIXIc1AUBbIShVUswORPpiMse/DOO+9gz549+OCDD3TF+YMPPlCzQFHs2LEDPXv2xKpf1wHg8Yc//AEcx2HXrl0GRrjmMMqZMJGIo0F/aiqceOKJsNlsWLw4kaV9tOKVV97Aiy89z+wh32NNf+I4C3g1rk08Y6ql4M47/4rXX/93IyzumThSGDFiBDZt2oSDBxuLdW/iSGDOnLn6thYTl+OsmDDhZQASFixYgFdffRXffUfjnD733HOqYYroYQ6HAz6fDz179sSWLcQTZcCAARg4cCDmz58PEyYyQYsyTFmtVowYMSJh/08//ZSw7+OPP8Ynn3yCmTNnonNn4p5VUFAAu92O5cuXJ5z/yy+/gOd5dOzYsdHlvrxTARyCHeeEbwcAfFSxEv5wKcp8motM+kkxSxM9P/9hfXsjR2iNB+t+g8vVCaIYMqShkuDH8TFhkhmn0k2mjGILaX/LmFH1LOInsDlOEtRYZgIhW5lAyxGVGnuoZhFiDRaavFZw4FBRt1q/xmMpAkRCz+2pBoIurpkDALBwTtzW9SEAwKA81hBAt+1qMM82nmv0fZVR6ha03B/v8yxAM4IcqPuJkS+d8SB5LKYvv5xuuD87NFYwcgWSHIQvdABUdgmlddp7k6zPUgORhXcjIntB3diMswTyvJsYawFcXnAHAOD4QrpyfYDxSHjDuwaK4o+rn9bZNudEcBwPT4AG3feHSIDt/UxAR5YGbRGLVLp15sapmpoaVFZWJj2uMco65p+q7ztUo41RHLJJ89xG6AYA6KV01/eVgbqQVfLEVdbFUVe88Q7VEJsLnNGevEdrq2ndi9BT33YqhBXk52iDe1UqfyxSG6FYavh4+0UAgOFt6Xj0Ywl9v36TSKyJArGbvk9bXVsu0dhP1XWU8m+xEFo+O47kO7rT61WaOa2FMkH3HlgBj78OAAebpRAh1R2AY54Hx3F6sM5Y0Hd/ypQpuOSSS2KCPSuKgr/+9a8604RCQWzQ06ZlobYEKOq6X2OXWR/U1dXhX//6F9auXYs1a9agoqIC//jHP/DUU081qlytCa1Rf+osHAeBs8KdR5iMJb61+jEtPEA6sG5Uea5j9e1QpFb9twLr1m1Gu3ZtY9zMNNc0I9eWpkIyN5pU0NyekrujcQlla0GXOc4BmzqmOqxtUeMjY62Fc+G4vOvQTsnXrwkxY26JheiVFjd1l/EzCWH8ht8OTd7GC/790ksvN1pZjQWj51AfYr0WTFuOcbNMBBtcvdBNss3a1XALAOCXqI5SVae50BsHbqf9no6zmjtohHEJVJjvP3W7q59R8MCBAzozMxnYhEVGgfbrA1HVL22WPH2fJNOA7pJE5LcwGbYLHFQ3cnGEBSRZqXthTZRJ7KTqtrGBxuvvcsx6jRS4yHzJKRTq+3xRysT2BAkBQeTp+6e5bvrD5VQOJpkOpy/E0nqMgsAb9RBFCWDAgF7YunU9wPOQ5QDoYivVZ4x1J0p4CAQCmDlzJu677z78+c9/1q+JdzFnasbvSX9qCbrTjz/+iEmTJmHZsmXYv38/8vPzMWLECDz55JMYPnx4zLmrV6/Gww8/jOXLl0MURYwdOxYvv/wyevbsmaT0xkGLMkwlwxlnnJGwTwtEO3LkSJ1eaLPZ8Je//AUTJ07E9ddfj6uuugqCIGDmzJmYMmUKbr755iZJZ2wEp7U9inACynzpXJQyx/DhQ7BrV7yLEQuNrZHOOJUKmiEg3tgQz/Rg66jPRJy9lsbf4pppMCIT7fj2YtsxE6NU8kDj5557LkpLS7F69WqDa5sTsXGEYvcne550AMyz9wbPW1UXvGRaGacbpTKSiBMAOKAoAaZM6nYa7w6aCXjOAovYFpFoGTJ9Dx0OhxoAsr5o7R/U1pr1hLyjfr/WbzhIcgjDhg3Dww8/jJUrV8LpdOKPf/wjXn/9dQPjEkDfdQ6vv/46xo8fj+uuuw5du3ZFbW0thg4dipqaGsydS1YVFUXBI488EuPW989//hMVFZXQ+kHzuDj+PlBZWYn33nsPQ4YMwR/+8Ae8//77zS1Si0Vr1J8aGw6HAwMGHIsDB5IbVEy0PNxxx+347LPPUV1dnf5kEy0COTk5vzu32daOvLy8uKDjEq688kqceeaZ2LJlC4qKinDjjTfiscceS1EK0XcefPBBzJs3Dz/++CNmzZoFWZZx5plnYteu2Ezir7/+ur5QGQ6H8eCDD8aWZupPTYJ33nkHlZWVuOeeezBgwACUl5fjlVdewcknn4x58+Zh7NixAICtW7fijDPOwNChQzFt2jQEg0E8+eSTGDVqFNauXYt27dqlqSl7tArDVH3w0ksv4dhjj8W7776L6667DrIso1evXnjzzTdx6623NkmdTgFwCApO7KCtWNFVy3cP2XDI9zPclk7wRg4h2eS1v3iGvj2+M00bXFhBytrs7oo8bz8MdQs4zt5ePy6p8/d5Ig2KXlr7M7IzThEjC89Z1UB88XFluLh/6UT2ZAthT/wc/FLfV+NNDH4IOKBZyI9zjke+0BVW3gm3unq5MEyDK9cF9urbToUwp6y8oP97Tgcywezflq64lHgoSysok2t8EfqR3OyjE0l/qBis4SP2Po3TF8eCtJeVcyOi+JFv6Y7qSHHMNS3PdUAzDPJx+zLpI9SIVeFfh9g+ZlxGB/cwfXtQgZoWm6PXHfbR1RJZ9iE2oLUGYkyqqCNulWwQVg1sEEqrhcZrGukkbLlfQ1/BHywGx4mQlYihrBpycnIS0o2z0FbmTuBO1TMlzhHW6yv32QQi1dA7lxryfLV0pXJPlNDibQJdFRSYD7ddIO14jIs+11Gg7AaLunt9NW27SFRbsaUGVbuVxmByqKuaReiGHKEjbLwb3ay0/kuPIXWeNmgLbDwPgefRZTWNcdPh8AWqbFTOjV7CYqj2btb3sWmpjYKehiX6AexgOw4A4PFvjjuLU58bWUUWeBs2b96MqVOnYuDAgfB4PLjxxhvxyy+/6Ff85S9/QXFxsfoXNVqGQiHMmjULbdq0wU033YS8vDzMnj0b8+bN02PO3XzzzSgoKIiRgBq8iFG7bdu2KC8vx9GGlhAnoVu3bqiurgbHcaioqDANU42EI60/2RU7RNgQ4ci71NZJGU9lSupxQS/DQlkHLgsdKxwi2R+0toESAaxCe7TPpbpZWGWs1AVoeISGjN0A9Jia7JiWDtrijcQGRDdkHVE9xs2wSLUFm0CIjjUSEwjdbiXGxG7iCHhBQgqIHI8+YhFyrbRMf5Tqc9EQ+Q54ecrK8SrUqNdYrCiWLWYU0H3q1M+OunhF6ZhSGiwM28UpqMZjjuq3IY5l3xkzpTQoisYgSlzcY/sqx0wJtfrZTMKZJCfIz89PypDRdCSRWbCUmDrr897o16gsbnbhkt2OqGx6NrapCFq/NrdgmdWiSOdgYZB79kZpDFsjFhnPeIiIKjtL82gB6HgEAG144jZrVSgjysWwyOwusi0zSZ98EfJ++4KsASkxcDwLlnnuspN3usabOMZJkhT3nvH4/vvvIQgCevbsif379+OMM87Atm0kUU1dXR2uueYa3eWPva6kpARDhw7FGWecgZNPPhnRaBSvvfaanlVVuza+fkZqAEBhYSEqKho2Hrc0tATd6a233kJRUWxM23POOQe9e/fGc889pxumnnzySdhsNsyePVuP7TV8+HD06dMHL7/8MiZMmNA4N2CAVmuYeuqppwxp+zzP45ZbbsEtt9xy5IUygNvaCZ0wEod8yeLnZI5QMFMWRzbMKcr8cTv6IBguUbOOJTNOadupXop4ZhWnWsFJtyuy9EsjU2Y4GKjDyqoSXNipd8bXyIqE+KxeiffCuvLFg7qY9c/5A/xSBXb5vkf8M+7Xj9xjy2NMaYg3VKUyUvGgCpDC7Gs40yaqG0K1Mtm+ZSwTDaCvIbmro8Db4LR3hz9YjHTv4eHDhxEIBAyPsfBKldgW/Bl2zg1FicS4lCQHG7S7pYDKYmECp2sB2dsqfZJeuap2B26ZOhO98nLw+Vln1LvmxGcYL1dm7dS+fXsIjAHMKhYiHOUwZ/Z8zJo1izmT9vOZM2cydbDMR1J3VVUVXn6ZdSWhbMp58+alkFfGJZdcgvvvvz/Jea0bLUG5MldTG4bWoj81JrT4cyZaD0aNOg2//baigVmNTRxJ7Nq1K0vGuYnmQu/evWMSPXGcAzU1gZhwBuyCfSgUxmeffQbjkC88FEXBTz/9FOdGTo7Ra+NB9DCe53DTTTfjrrvuwr/+9a9GuLuWg5agO8UbpQDA7XZjwIAB2L+fuLBGo1HMnj0b119/fUzA+W7dumHMmDH46quvmtQwlX3UXRMZw23thE6ukepf8QajzFHYPg+u3Exdo9jJfSZBy+mEmeM4WC1t4vbXD5KsxQrKtP7MMMR9Cqb+ezqGuEl8nZJQDa78ZRbuW/cjHlr/E6JKZkYSv+7PHd9G7I+VPx60vay8G7liFzgYf3EN+/bta2FWfzp5ju2LisE+I/Bx25lNEGU5taLilTSGUjIjoJFM8f0rdR8jxikt3lHyc4cPH57EZYXWIckh/Or9Ejl8IdxCG0iyF5Lsi4nBZHy9zPxaPxZUrEVtOIxV5ZVYXlo/dhBRhLSMhsl+KUvAgw/eB0BGRUUFDh2ijFSOI3Gm6KozD8I40Pq/9jfP/MDUqe1LZogXDH68frxv37745JNP8PDDD8NE5vB4PDG/UCiU/iITJjJA7z7dm1uEZkc72yD859Up6Oc4ublFyQgbN24yx4BWhrPOGtfcIpjICDIefPB+ADK2b9+OnTt36kc4TgvDEa/fGOlPxsYpY/0o2THtOKm7b9++ePjhh/HJJ58YlG/CCA3RnWpra7F69Wo9scmuXbsQCAQwePDghHMHDx6MnTt3JgmJ0ThotYyploQZ+wMQORnb2xA3lzwLPXZj0QB1awD+tmMDJLkGRoyNXfKv+vbKivP0bU+EUDFH53WEc3MdTrQU4rT2lM2xroZQTteEKFtIySWT3krfFshyGIrCUjSTveSUNVDr24TYCVp6/FA7UasddALOXk/+vrzN/fo1t/SmxoolFYRmu6yc0mEL3TT7z7GWLgCA0e27Al+X4v+6ngKXYwf+vmEWHFbguWHH48lf18AX/Qr/HjYWdkGEU3Xr80ToBHeHlwRklvXgiOx9cjg+n6wU74r8jFCkEsEwG5MifpJKrl9Z825CORocDgdycnLQshCf4S9+Oz2zTxSKwHFcGtcHBb7QAXjDB8BDwLLqKEa1GQ6By9fPcKs+Zm5LJ3Aee5yLABvvS1ZjT3EQeGLBV5SImpI21u2SdftYGfkWAHFzoMEhU2P+/PkGVHQqR52fuEO4rJ1RZ7eiDhHATyj6MnwwfmfYd0IE4ijre/3LAACrZOpKtwM0w5aWFEAQ6OrFatB3Pr+KuO25mBG9LWWjwy6Q/mlhKO5a0ETWnaKdrb++fbZzKABgRCF9f2ojtE8U+3mc2+4iHA5+hAE5XZHvORUlEi3/+EJyLkNkwg6v6uqihBDb7+LbzNg1wa0G6xWFtohKFXjooYfw8ssvQ1EktC/shhxpOHhOxG4PyQAj64Hw0yk3RrHV4uOwpQr0D7DGtAkTXoKFdyIqKzB63q0ZsvpfY5cJAF27xmYG+70HND/asZ/bDJ4TYQEZgwRmjHbZ6FioJU8xcvUJRWv1bUmh12hlFVp6AQDWLTmE9lwv/XhAJHqRZKMKfEAdH7X6ktWZDNm4ImUa/LmA0YcKLN30bUl19ymJ1On7RCbQc77lGABAe7kN2tvOwLJ3SnBiHlkodVnouCgw3wZXKNFdPhhOvcAmimQxJ71LIkU617C8vLyM2MutC9p3Jp37HeNaCdKONlD9mI9haKcrM7OFYbb/ai58ilK/Pv3pp5OSMqb0gOtStu57VO/WEI7WAACEMFV4IkwyHE1HjTLB5OsYtzybhbSpFdStzgJaVhRkfIj55unPhuoMNku+vt3GQVjmLo4uVvNp5lIcc9ytXudXamiVep2p+00yuETi5uwViJxRqRoPPfQgXn75JVxx+Q1YtmwF9u09gFCkORfSOcgSzyzoxS8Ytm60VN3pr3/9K3w+H5544gkA0JM/GS3Qt2nTBoqioLq6ukmSyQGmYeqIgudtAPJV41SmcX0oOg/sAF+VHygtrkedVsgykhin4o0Q8S6AmTJi2HuJN0qlc/fLHtevmI3SoB8bL7sIXdwu9M3PxdVzF+GlbSvw9wGnpJE4fSYImxq7wtg4xZ6fvL0ikQjcbjcaFyybJBvSI/uMWNeyeDZVstUQonBynCPu+nj5FASjlciz94JNyIcnWotvyxfj0g4XGUqlGY6oMsuuzrAyqbXEsJOM+6ksRxCKlCEqBwBFBsfZDM9jccUVl2PhwkXYv1+LcWYkB4eoHP9OxQfN1yVFbBB3GxSFA9D66e45ohtvH/dn8PV2rUpllEo/XpBA+fQ6WZZ0o1R9y0pTE/NvqjE79hl3KzgXALC3+odGkOH3g/3798dQx2229O+rCROZYOz4E7Doq42orT66YhYdzZAkCU5n6qyFJloW7rnnbjz77HPNLYaJeuCzqV81twgqON3AHYlq8e1M/SkTZKs7/f3vf8fkyZPxxhtvJGTlSxUyoSnDKZiufEcYSsJklEx4QpHk6ek1bFu0Cwc21D+rDAkWbeSypk2k4jPQsf+mAmuMYt2UgFijVNO4LR3jzENUkbGpsgYAUOoPQMowb2+mWQCJcSqZSyRrzDFuL5/Ph8OHGzMTULyLYX3blr2GS/JjWW5G7UnSyZKVqPgYZFodJG5Ve/eJcFu7wCK4cUH70dju3YtwCrc+ymqKb2cqk6LIUJQoolJN2rsNRkqhQIFFaAuLWIjYGFnGfeXTTyepRql4l05NDvKsZTmCmsC2ODnj45UZGWqhpmLOPIZSS0b9jVJAcsNqfP/MDGeeeRaO6d4pZp+shCEr/nqVkxqZGaWOhmeaCgqnQOHkRv6R/pCbmxvzMw1TJhoLUz6aZxqlWhnKy8tRU1PT3GKYqAdMo1Trw0MP/xU8b5oDmhotTXd6+umn8cwzz+DZZ5/FnXfeqe8vLCSkDI05xaKqqgocxyE/P79xGsUAJmOqEfCT5w0AHNYqJwAALnCO14/xzByFpKyPZwmQE+qCu1EX3AOAx3Kxp35NN5lQtl0WK9r2LERR3yLwv67Vj2vTu75CF33fQJW6vZ0/Tt+3puZjlSUUZa4SAFgABBHLkMl0YsWyRIwYSHTC5rT1AM9bcIyb7XLUQKFlFxQYRks+TyeaLpHIVBOhg+cD3a9GJDoTV89djJFtu2Bh+T5c3mkg/tLtNHiDIgT1hWWzl2kZ1aKSyBg26L0fUraqx1kKuoDkcYFSt5fT6cRJJ52Iffv2JT0nc9D25DgnFCUC0oZGxqF017vAcTzOyvmLfrSLk8Yv++Dwi0jsFxo4jM27FwCwQHfhZOtQ9GuKq7/Vj/wveCYcXC8EohYE1WdybD4tt0foLADAruoZBrLTvhaJsoFQUxkCFEQlj3qONiGRkM5l8fTTT8PixYvU/bak7RCRfYiE6uAN7UNi+8f2/665Z8OiulcIIMa3g/5V+tkkQySwNPR6kntRpZc0txUO+xWa9XJ9dT4AoNBK6eqsjbZOdU38OUqDcZOyYl3YWDp5rpXca45Iqfb7/NTVZkE5cUGZyVzTz0nr7+Ym1+/3UUGWBaeluDvaXjyfqzJMSWaZcKQakWg1tgT3q/cWBfs+LljwA4AfmLJYhlNTGoqozKfk/BkOnowv53cgLMkflcGIKCF8n/CemDBhoqT2ZwAcLCLJOqZljgJi4xKmcvdhXeHqgof0bbfqCmgRyDhy2pmDEaiQsWUt+RaL6jjsttA67WpMOl+Yut97A7uZ2pIxhJsOWrYvJ5PVywG6Mh4EcbkSBeqKJAr0W86r43uIaUOfmoGPZ9z3QlLiffDMt0FgMqnF6kcqMozvWR906tQJNpstJptqw9HQZ0faxG6l2bFZ9nYoouknxmULggsAIEkew+Ma2DAJ3jApU7TSZyBydNumZqMMRaiLmjEydwPLJAOfEZ544nHVOJXodqdLkebeWWgMGoC6LxplCvSH9iIV2Kx1QcZV1yeSdo4wGQ/ZbHYBuRpAbPbOdO6Hmo7Huu9FQF2Ga6P7E66xCwX6tpUjumJIoe653mDiNUbgYrIckn4py341Wzvdx+pP/3rmMcSObUfWSOV2UBdrl5p0JyyR+Z+iSKjxrT+i8vwe8PTTT+tJUB5//PGYY7169YLD4cCGDRsSrtuwYQN69+4Nuz3TeNf1h2kibRSkD2heHSmHsesKy1RJHfC3Yncltv+4PWspSTpUUf8LsKkuMZpCk81HOv5+2Mk7ZRHwfGbxfeoDKy/i8d6X4NwOvbC88hBePG4Mnjp2LGxCensrZ8jUSAWNKcMyw9I/94qKCnz77Xdp5ckM9MPBcYLqlsbGi0oH1p0sjb87xwN6Sl1W4aR1BWWPQb1GRgAFgIQ9od/QVuzRAApoqr5mhHjDhNGHN/4ZKqpRipxH3g9r3PUs4vtEfKwuco5FSO6OICuacTHTX8MmQoqiwB86yJR3ZEFjViR7dpxulNJw3/13oKT0IIoP70Tx4Z04WFKM0tJSFBUVobS0NOH34IMPIHZsbSpQ5pdmlDraoUDRs8s01k8x6fommhg//7gBOzcfSn+iiRaDTZs2teCMxiaM8M47/2luEUzE4YEH7sHBkmIcLCnGoZJ9OFSyL05/KmF0pwebW9yjFi1Fd/rXv/6Fp556Cn/729/wj3/8I+G4KIq48MILMWPGDNTVUePovn378NNPP+HSSy9tUDukg8mYajTIKPf8BoDDZyHquqUFjFQUbaXCaJIUO3HuItMgZjkCmRRvr5UgWgWcefkwTP/4N/14SZAEhnQxxpgCG5l0F4TpqlpBziB9W5KCxGWKox26xrsus9s0RCIDLP64wJP7OOinKzZLKugK32E/mSAX8olBPQHgYICsNtSE6X3u85HJ6zltrsGY/AjsihXba+lKRlWYyBSU6OS7o20IADI5V6xDoChRuJRcOPgCWHg7tspLAdDVVgA4zXaZvv1rdA4URUJd8ABkOQDCQEtuIHG5XPjTn67HG2+8aXi8fqDGS1n2gRqJ6sty42BXV9iK7NQAsCpAlfbYOE/xbmkcFtS+om8bx6GS467lEOEsWBdaiPbllBHoZPptWWhzhvKn6mssNOYW+zf7r1ZGLBvshBNOwooVvwJQ1IDryVzLtL9pNjbW4CXyLnR1j4FFcOHqwgH6VSsrSNv6HWQlLhytQzC830CWeBDWlkUsBMeJGMGN0o+0sRHDrydM369ihY5DW32EKRWKHEaiq2FEl3uvZ5F+zSKZrFgd8NIVy80Rumq4zjOJlKDQ91TEPfp2NzcZf1b5qRyB0H6kd9VTEI1W6se90SpMePFfmPDiP/UzOM4CRYmgtLQU7du3hyiKSQLWN7VbHe3fNRz9gJcGCePCp4QRVcw09U2B7777Dj6fT1ecNm/ejC+//BIAcN5555mxaVoRNHZIrY8yIdhxJVNYRPrMtcWXOoVkC+3RszP69m2H+d+RRDMhmfQbjmUFqa7kMewjkTIZNKM6GxA6W2ZJptDuIyzTtgkIlHESVYhuZBFdhteHFSJfCU+/76EQ+f63CRtfE1B1LzZmn9NGGUKyUhgjGwAEwsTtQ2AWYSxCW1pnpIZcK7PBzFMzePr164djjjkGs2fPTnle/dAwIzhZrIqFHBMgPHX59WELaagL7AFAMgtrEJhnE23iPlgfXHnlFfjPf9iEQPWH1UJT2tstzPunMYCyeP84hmGWY+tMy+dULwqFMprY4Oi1/t1qPfT9M0IwRK+pUVlxQbGWHleDtAOAx69lwKP9P9fZT9+2iUR38jMJBzK9z5gA9iqb9KWXnsdLL2kuljRQvrH+dOQZU7J89CSHael45ZVX8OSTT+Kcc87B+eefj+XLl8ccP/lkkrH16aefxgknnIALLrgAjz76KILBIJ588km0bdsWDzzwQJPKaBqmGgXxrkHZIP0gHg1LWL9wZ9rz0oFXjUSNu0rdfHFVOI6DXUjMIpP+GjLhzlUK0pxNIfIO9XoRPO9WP1bJjVMejydLo1Q8k4WN/8QyXY7kR4St38ilQQPL4qKypWNp1U+OdDDq2yybSSsnUaZQKMycxxqckjN8Yo3LqvueapTKHMkMU7RMzSiVPeKNmWwcrabtR1FZc4kEUqcZpgHmE48R5LkGoNZHDZkXX3wZpk//ArHG0sYYk1L1898nZMjgGplpl02mmjvuuAN791L3jS+++AJffPEFAGDPnj3o3r17Y4ln4ijA3j2HwcmJRgUTLRfr16/H+vWmG09rwrJljel2aaJxQHUnh42EfQmE6CLj+edfiK+/nnXEpfq9oSXoTt988w0AYO7cuZg7d27CcUWNAdK/f38sXLgQjzzyCC6//HKIooixY8fi5ZdfRrt27RoueAqYhqkjAPKgU62aZ+qKBXQb2AHVxYnphfeFNqA4uA4eqRwSwsgVC1DA98cxtuHYF16F2nAiG0UU3LBbO6pxeDQ5WGZXppNzBYkTXhYSQpEKWFVf8fLIPmz0LcKXFfvx/+ydd5zcxNmAH2nr7e314t4rbti4gsFU0zsEAiS00JIAKXRIAiQE+EIJLZCEDqEYU206BptmGwzGBffefWdf374r6ftDK2l2b+9u73y2z0aPf/uzThpJI2k0euedt+Q6/ByYN4qe7oNxSi7CiSoqIwsIxitwSC4KPH0o9g6hQalkQ/R7ahIbiagN+ByFDIgdwKi8iUCq24+maXxWtYg3t31LZXQn+c5yBuUcTC/PMDIRUWvZHP2O6vhaYloYp+wlx92ZhBIkrgSYjeU+GaIBh+xBVWPoliaGpj/desi6b+Xl5VRW7mji3mgZ1mVy17LiNlmD99YqpVp2F218zvT6iefPRlnTuoF9PGG0xV1VBBjnN+rZlLVUY3r27JkUho3n0JrslKL7XmuUUtkg76JSCjK7Exvrd69bXyBhWE611G4yuac2/xzq6xtIbWvtpZTaGwrgjo1hRN7ex2wt69evb9c62OzfSBIcMLQPG9alJiPRNI1QbDOR+E7d8kTTJ+88rhJcziIUpSGD9ZaWTNThIvP3Ol1+ak5Znt7PpH6nFaU+mclV/zuWqKYuuJyYUodL9pPn6UWuWx9sxhP1RGIVKGoYWdKvIddRRjRRQ11sGeFEFaoWI0cuosw9hELPhJQ4UwCKlmBj5Fu2xRYR1QJ4nUUUegc2eV8VJUwsUUVCMeI4OpFlD5oWQxESlFheA8Z1pt83sR5GrEGZoqLiZBDe3e2WbdMe9OjRw1Ym7kPIssymTZtbLmizy3QE2WnWrFlZlx09ejQzZsxoZY12HVsx1S7oH1ePqwsOOYeIkGEv1RUo08BKF0qcso+u/sNwOXIZX2QF3twc1D/ms2N6oGNXlcwrOx83t+ummvoH3ufzUVJYyPnnn8/OnTt55ZVXWBf4FlWNcPbZZ9O5s+We1tDQwPPPP088UY+qRRkzZgynnHIKubm5rF69mrfeeouKCj3g4tlnn838+fNZu3Zdhvrr1+ByObnyyiv597//bZqETpw4kdNOO43ly5fz4osvUh/aznT1BYKR9YwePZo/nnMV69ev59lnn2Vx/Wr6eyeyNvgeQ4cO5Re/uJrt27fz1FNPsal+C6vUOvr378/lJ19Et27dWLNmDS+++CJrKlYRjF9qmjWX57j5vPpDfgjM5cwzz2TChAl88cUXTJ/+FlWxSob4jjBrPbLUzebIZp7Z/CSdOnfmukuupbi4mLlz5/LGG28ApGQqMHjttdeorKxl9OjRHHvssRQWFvLDDz8wdepUFEV/XsOHD+eEE06gtLSUJUuW8PLLLxOPGy5T6TGIGgutXndnctxdkSQJt+ahMjgvGYvI2L8tM7/WefVg2xL/q/g/4Smmm6M358KW7fkthZ0ReH4zVvDyisQac7khtILWuyY2h3GMdOsbB7oCNrNyTTOjhrdGEWHdr7K88Thkb4ol3ic7rD5hhaoHoYwldFcSRc0QSLYJRvkst9JTe1hWgoUuvd0trrPWVe20Yh7FEo2V2TritWsklGqM6/4+8AoAq3y9zRJOITmBlsFF7cvAM+ZymAsA2KzpARQjWsuZR606pdbLsqLSn9dox7F8hd52HJIHR7xH2v67ivU8e7p15X5LVmXza582l3eiB/KvS2xKG5DZ2NikI8u6+5emin1Kdu+N120lSXE7rADGRkDq2mRiCYB1FW421X2R3B5JntuLpoX4+c9/zvDhw5Ekiblz5zJt2jRC0a2AwlVXXYXTaYnL69evT7qXxZFliaOPPoajjjoKWZZZvHgx77zzjulietVVV/HKK69QV1dPU/JTly5dmDx5Mi+88AK60kvijDPO5OCDD+bLL79k2rRpVAUWISGhaiFOOOEEjjrqKObNm8fUqVMJJrbjkH2Eohs58sgjOfHEE1m8eDEvvfQSFQ21JNRQUl75RYq8UqNupJvvUCRJwqPloGkaq4PvE5Urufjyi+nfvz+vv/463347h2LfCHxuXYY0gjPXRzewM7qcwYMHc8EFF+BwOPjggw/48ssvKSkp4bzzzmt0tU888QSapnHkkUcxadIkHA4HX3zxBR9//DGgW7MfeuhhHHnkkXi9XubMmWPO8mfTtxvB4vVj6f11W9znmsL47kViooJz98bIMyakonHLNSwhuES25/XtKruSRt4IdC5O6ilCnxCN1yTXZS8zGeT7+pjLXeWh1npVH2/VC674YbnGXE51PW0aUX5uCOmySciZ30Tpxn2bsQ+A4tXlGUNGbE9y3Lp7bSRmuPY6CASad1NsK8a72JIbpBi4XlF1l0ol+Z5puyGpgk3Hxp4CbjdkHHJOhvVq2rKS9tO3G0qplmioD2ZI66l/FP/85z8zYsQInn/+eS644ALeeOMN1GQH/oc//IFDDz2UkpISSkpKKCrSB82SnOD111/nqaeeoqamhvnz59OnTx++++47HA6Hue+BBx5Icx9fj8fDo48+ijuZFez888/nueeeY8mSJRx//PGmi0Uwsp4TTzyRt99+m+XLlzN+/Hg++ugjapRNzAu+yiGHHMKnn37KmjVrGDBgALNnzyaG3jnfd999lJeXs2TJEo4++mi++uorQnIV6yLW7Ex9opb5DXP4xz/+wTXXXMOiRYu49dZbuf3221kV/ZqoaqWLVjWVtyre4OBDDmHhwoV4PB6WLl2avFYd436VlJQwfPhw7rvvPmIxvcN88sknkSSJlStXcu211yaFSp1//etfeL1eli9fzi9/+UumTUs3k023XBFnD2V8nm7mB97tLKA8d6xQri2kW8SkzlZqprVcarvcM3F6IK4EaHlmubUY9zc92YCRjRIyzXZv3rxZ2JZ+T5pyEbTul5i9KBvaEkulfRHveXaWU9F4Ndndm9SztL1+4nuSiuyQKSktFNbs6iAh9XkO9B5FN7fR/6UfO7197f+okrpbfjY2u5uGhsYDJE3TcDqdHHHEEaxbt44NGzZw1113cdddd2EMIO+//34GDBhgygJ5efpgtrAwn2+//ZabbrqJdevW8eOPP3LYYYfx3nvvmce///77KS0tbXRekb59+/KXv/zF/Puee+7h97//PYsWLeLmm2/mzjvvRNPCqFqIm266ib/97W8sWrSIyy+/nEceeYRofCeh6EYuv/xyHnvsMRYvXsxZZ53F888/b8Yf+u9//5sir7z44ovUxdYRVqwJg/rEJhoSm5k+fTqHH344S5cuZcqUKZxxxhnURVYJkza6a/bO0AIuvvhiPvroI2pra1m/fj0jRowAwOFwpMhPkydP5pprrkFRFPr378/tt99OdXU1W7du5fHHH+emm24CdJnrgQceIBgMsn79eu69917+7//+j9ZZe9vsLTZtyi57nE3HwOl07NYMazYWtuyUHbbFVLvQ3EBadCNqev9s3X4KCv107dqZzZsNbbdxbAe33HKLWe68886joqIiJajdlClTeOutt1KOd/755zNs2DBGjBhhKlxefvllHnjgAVS17Q3+xhtv5JprruHDDz/kpZdeYvv27QwaNIgVK1Zw/fXXc9NNN/Hyyy/z3HPPsXbtWsaPH88333zDH//4R+666y6eeuopAH744QeOO+44PvjgA84880w0DbySnxdeeIFt27YxYsQIdi7ZQv+cgwBYHlxMXl4eV155JYMGDWLbtm3Mnj2bb7/9lnvvvZctsWX09Y4BYHNkE9Xxau6//36uvfZapkyZknINec7u3P3X+3FKEFaD/OUvf+HNN9+ktrYW0M0cDUHtww8/ZMOGDVx66aVEo1EOP/xwc9trr71GXV2d4NJnPDdD6SOhC8BNu725nQWkusa1huasnwylVDzD9j1nOm/NgLX3OdPdTMXA6S706061nDr44AksXPiDsI94LIT9jXVtV+IpSohIrKUUz3uCTBZKTWMFWxXvgz7Ia2rG1OU0LLhacgNtqn6p7b+nZwxP/3Mqfm8PfvhuGamKtfZTqEa0Bqrj65upV2Y0TUXVEiiZUqvb2NjscQ44YBDz5n2fIttIkpN4PMyVV15prluzZg0PPvggt912m7nukUceYc2aNSnH+9Of/sTmzZs5/fTTzXUvvvginTp1oq3k5uby61//miFDhrBlyxa++uorvv/+e+655x4SiQR//OMfOeqoo1iyZAnvv/8+69ev5y9/+Qs1NTXceOONXHrppXz55ZdMnTqV7du306NHDzZt2sSYMWMwUskb8soll1xCOLETn1NXnFXHVnHggQcyfPhwunfvjqqq1NfXc8MNN/DWW28RU2rxJIPBB2NbcbmcPPDAAxx22GEsXSqGi3Cwc0c9f73zrqR8ofL666/zzDO6Re2qVauYNGmSWXrdunU88MAD/N///R9VVVWMGzfO3LZo0SLeeustU3Fl07HR5aeFe7saNi3gdXfigQcew+0sbNSv2djsTWzFVDtQ5D8QSXJwpPsEACoSllXO1/VC6tSkSWL/olPNVYWqHkRMEdw9vq6yzHVrJN0FR05mAlm6YD1bt64ikUh3o9EHbMXFxQQCAU4++WRmzJiRkqmqtLSU7t31WAQNDQ3U1dVx7rnn8vTTT5tKKYPKysrsb0AabrebAw88kK+//hqQSCQSfPvtt4wePZoVK1YwduxYLrnkEr3Wmsbs2bMZM2YM33zzDWPHjuXvf/87PncXwrFKvvrqK8aMGcMHH3zAUYVnMDRvIB/ufIed3gp8Ph87duzApXUmENfv37pgBQeMOoDKykq2bdtGb/co1qz5gVgsRt++falas44umm4mO7d2HiUlJYwZM4ZQKMSLL75IRUUFDz/8MJs3bUXyFJIrlRAIb0SSQlxyySX86le/su64ZsUx6t69O9XV1Ul3PSllW5cuXQiHw4K5bKbBrDGo1reFhWwc9crGZu52SzGcLCVDV/8kcly6ALq25r3k1jh7yjqql1fP9hDFMo2uqNMzTKa6O2VSvrWlXpZSqkvuweS5ewLQR+1tlpgVeoFYfEfSDFu//ueffw7jWZTm6UrMfGc36iKrqQr/mHYO/d7levshy7oV1vE5RwAQU6zreLPuWb1GmprMjCfWD7K99xMKrKCDpw6wzJ995WEenL+UQ0uPwJdMBLAtZJmRzwnoM2KK0pxZema3vlDU6gsG+XQXtQopSpCNpFv8qWodhhKpQtbrd5h8lLn/V/kuqgILSKjBrK85E5/V6+7Mt/3fPCYfczKJRIJVm8tQ1SiKWsuuKafEOGoqXzUYfXhLx7Oe98baj9Bdcpz7nStfRwjgabN/4HSUIEkyuV7dRcxw4wBoSGbD0tHbh9fdxVyTKQtdTBGz+hlxiiwx9/33p6Oq4RTLHz3Drf797dSpE4WFhVx00UV88MEHKcfu0qUL0ahev+rqakKhEOeccw6XXXZZsoSlODfCILSFwYMHU11dzZYtWwCJdevWEQ6H6devH+FwGI/Hw5IlSwCJqqoq1q9fz7Bhw1i8eDH9+/dnzpw5eF1lhMM7WLBgAaNGjWLzpi109U3E5yxnY2AG3bp1M+WVhDdGkBoa2EFQ3cHYsUcwd+5cVFUl392Hr776ilde0d264/E6vFI+ECMU28rEwyaybds2xo8fz2233caKFSt46KGHqK8PIcl+NDUIWpyyshJOPPHEZGgEUT4CQ34y7pn+aKzvSrdu3Vp1P8WMiVo7ZftyOKxvqaIY7lV7znrLlTy/JriAxYSQIbsTMUOekV0bIBLT5YJ0l/6pU/XMqMY9E+NiJjKEFDDceAH8Xt0tV8wGWRu0YrzuSgbMcvcB5nIvrGvKceljq5yYy1xX4ygxl40sjK35jhtufYpi1VfMVtncPgCJpJxm9IsAweT8lpHBtK1UNyw2l++//xEuvvgCPv74Y0KhLXo92jGLcEsufJmIxvWJWtO9W9tz79nuxpadsuOn5YOwH9CrXxcmTTqsye233norAwYM4IwzzuC+++5L2XbLLbcwbdo0pk2bxoUXXghAnz59UjIb/fKXv+TBBx/kwQcfpFevXhnO0HInUVZWhqIoZowFgNraWsrLy8nJycHv91NTY/lw19TUUF6ufyjKy8upqalBljy4JK+5TUamf84wPq/5hDXRlTz77LM8+eSTbNy4kW5uy188poXMYwDkOcpSzr81tpKPa5/i49qnWBZcTPfu3ZEkiWuuuYYnn3ySnTt3MmfOHPx5PmJx3bpJUYMcddRRaJrGzJkzk2cyYiypFBQU8NRTT3HjjTcmZ2ItgSsnJ4cXXniBP//5z4RCIWFbuvVT8wNoXcjOFBBdjL+Tcc/k/7KplMq8fXdYR2X3QdE/PKIAqWb4tfbjlGopZSil0pEkJ25XmbCPSjhsPKfU7rHA25+SnGFpxwaQTaVUSyhqkMbX1JzCIzvXumXVdTz4wxJuWfYmsV0Sxlvv1qcjxk5rGofspsQ/MvlXWwWO1P2+/GIuc2Z/p9dC9iBLmVyqW0v682+Nkst6H51yIW5n260nbGxs2o8jjjicfv36Nbn9v//9L9OnT2f8+PGmdY/Bf/7zH1N+MmIj9ejRg40bjYkjjRtvvNGUn4ywBq1FlF8MDDko0zZDtikvL6e+vp5EImGGlTC2uRx55Lo6syX4JZ5cjaeffpobb7wRTYUcl9U/KWos5RxuRz41NTW43W4KCwupja5kU8OnrG14n7Cykx49etCvXz8OPfRQnnjiCbp37550Y0ygaTHz2/7LX/6SGTNmsH37dlJlDZX+/ftz5513cvPNNyfXWdu6du3Kgw8+yI033time2mzZ3G73Vx66SV7uxo2reC5515KKsFtbDoGtsVUOyBLTmTJSZlXv51yxAq+6BRmWozsd3lasbmuXNLdW1ZJ1uzgRmW+uXx2/kkA/LJPUvMcjjGj4hAOG3AIAP/c+gZ1wR8pyB1BILKa66+/HoCbb76ZuXPn0q9fP3bu1DXs1113XSNXvurq6mT8Awegsnr1amKxGA8//DCvvfZaitJKpyULHairq8PhcODxeIhGde17bm4udXV1hMNhYrEYubm51Nfr98Pv97N27Vpz39zcXNZHlwISfr9fP57k4d2d09iWWMQzzzxDOBzm+uuv55TyCXRx9iKmRlG0BJLkMo8BENECKee/4IILzHv02GOP8fHHH+N0OrnhhhtYuHAhX3zxBeeccw6HH34477//KWhuNC3Gr371K5599tmkoGW4Z6r4/X7ef/99pkyZwnPPPYcoVHk8Ht566y3mzJnDP//5T1IFMjErjd5uJAlkKQdZ9pIQ3H8SiSpSrZqM56AJ+ydoPjizxJbgPPMvRzIoYyLRgJ4x0qhLeymnDKWGE0nyIUkSRao+C7VOsmZsNC1Kqpuhodgzuqb0+EXZ1M+6N3nefnhcxQyXB5hba4TAmbrCT7ynUOgdTGGOXv7cQt1ianiBoewZzl+Xl7My8plwPglJuO9KcobH77LWOWQ9aLg145ce96q56wCfuwdedymHlVmzWeWnWf1Mp67jeHdCJ4694Xler3+ffxw8li93Wtfs2GlYTDVxqhRSLacisc1mfRfFdXfXzLNqqYqpUq0bAGNKLaVd1faDQIIKvqb1iilLWaYnldDrefY5RzBr1uds2rST9m3H6a6f2SC+kzJH+C8hoUWZWf9wO9SnY2DP+tm0N05JV+LIDksk1bPe6Rhx+JwOS+nsTCpfxADBcSGGZL/cIwHoS3dz3foP6ylhMiUFk1kYfgfQlTGappFQdnLaaacBeiiEd999l/79+5v7nnrqqY1cXurr6ykpKcHomxYvXkxFRQXPPfccf/rTnxpZomeDKL8YGHJQOBxutM2Qberq6vD5dCuDUNKaxdimorAp8DkOb4j33//QlFfKfAfhknNQ1BgRrQ5JklPOr2kJ/H4/qqrS0NDAnXfeyamn6hb/1157LdXV1ciyzG9+8xui0SjffvstdXV19OzZk02bKjGyUV966aWCW6TVj/fq1YsPP/yQq6++mm+++QbRUqpTp0588skn3HHHHcnA6JkmB/S/JclDJlITumTCmGBs/sOoCjKDlNxHoyUr713FSjBjBHFPpLiF715LXCNwddNhRhrLmpJWzCMP/Q+PqzP5OT0abQ/F9PFOMLIu43EMOao9A167km6qpaplben3WPfWLSe9FATLSgfZTTS2hJFgASCRiDZTMhXjeRv9IoDbqce121WLKbHdqGqA2267lb///e5dPGb7k+PWFeaaphKK7p7g7HsaW3bKDttiah8hripsidTiKvIz6pxR5npZdiHLXuqCi1HVOHJSWFu2bBnBYJAePRp/HHT0znj69OlJYUyPcTRnzhymTJmSYu2UiqFwEGMipRIIBNi2bRvDhg0zywwdOpSVK3WT3FWrViW30WjbypUrGTp0qHkeY1tcC7M1vpD//ve/5OXl8Ytf/MKMEzG/4XNe2P4PXqy4jx3x5axevZpevXrh8/lYFZlNUVERpaWlrF+/njfeeINjjjmGY445hpdffplt27ZRX19PJBLBlRRuwuEwLpcLNEioDRQVFXHaaac1Ujzl5uby3nvvMXPmzGSgVMxtbrebN954gzVr1vDHP/4x7f4Z919UTun3U5JSZ1l1RVgmVztjACwjyznJ/YzjZG9lpMcDcmO5LrWHgGXV2VBKNV8WUpUaTqz7YwSXNo6ZTf0sSymPq7ilwmlI/OlPtzVbopdnDAO9RzVbJpvztGylZl1HTKmhLrSMimgtr239ggfXvsmzXywlnrCEjMOG9+LmUSN4evkqtgUbm7y33SS6NZZTu5P0IOj67+WXX2LTpg1YfVJL91ZL2b95y7y2WhLan1Ybm47G0NG9GHfEoJR1qhojoewEZPP7O2PGDHr37q3LASmI3yRRftL7jQ8++MBM9NKY9H4nc3+8Zs0aunfvjt/vBzQKCwspLy9n3bp1bNy4Eb/fn4xhpeF2u+nXrx+rVq1ix44dBAIBBg8ejKZFkCSJIUOGsHLlShJKANkT5L333mPWrFmmvJJQw+wILmBD3ftU1s8moQYFGQyqIksYOnQoa9euRVEU7rvvPlN+mjt3LitWrEBRFOLxOBIO4vE48Xg8ed/06x0/fjylpaVJSypLKdWjRw8++eQT/vSnP/Hmm2+m3KOysjJmzJjBo48+yrPPPits23/cevZHCgryuerXF+/tati0goce2n8mzWz2D2zpeR8gpkb545LXOee7p7jy86eY8r8pqMKMgtPhR5I1/HkenE6FHj16cMcddxCNRtMCUoroA7gnn3ySfv368dhjjzF8+HDKyso49NBDKSoqShnIDh06lEmTJpm/wsJCmhMSnnrqKe6880569OjB1VdfTSwWY/bs2ea2P/3pT/Ts2ZMLL7yQTp068eGHH5rbbr75Zvr06cMZZ5zBqFGjeOONNwB46KGHOPzww3niiSc45JBDmDRpEl8nVvJdw0wmH3cMd9+ta/23bdvGp59+yl//+le6devGXXfdxdtvv01tbS2DnAcyMDGKgYlRDHeNI5FImPUpKivgjDPOYODAgXz55ZfIshtFaeCCCy7gyy+/TGYbMWboJKZPn46iKHzyySfmffF4dMH21Vdfpby8nKlTp5rbcnN9affMGPTq1k6ylGvOlKQ+p6afX+qMYbrSKjtlgqWcgvZTTkF2A3rjOppzaxMzn7WmftkpFBIpqZZlnv3P9CbLGvTyjGH3uD+KaOb/ed6+5Lg68X9rpqJoKp08RfxrxkK+WrU1ZY8junYmrqpsDaUqpjRNQ1GM2HUt1bl5JaAeayGexXF2B8bA0Ggzeqr1xgrflpRSWhO/XW3/xnn1d3pleCYLgm81t8M+h4a6W342NrubpfM3svCbtSnrVC3MwIH9Oe20k+jRozNDhw7lwQcfZMaMGcmYkelY/cs999zDJZdcwq233kq/fv3o1KkTxx57bKM9xo8fn5QDDmPSpMNwuZw01c9UVFTwySefpMgv06ZNo6amhmAwyKuvvsrdd99Nt27duP322/nmm2/YsGEDqqryzDPP8Le//Y3u3btzww03sGXLFhYuXNikvBLS1tIQW89VV13F5ZdfDsCnn36Kz+fj8ssvp2fPntx+++1mMhp/YhDuYB/cwT74pd6sXr2a2bNnc8stt1BaVsyNN97IunXrWLduHcY3+1e/+hUvvPBCMt6p3m8XFxfz2Wef8fnnn7N161YmTZrExIkTAY3c3FxmzJjBkiVLWLp0qVlXWynV8WloCPD8c6/u7WrYtILLL7+s5UI27YItO2WH7crXDlQ1zAckvpf0zHD5WKav8YQYoFB3U1oSfNdcs8atZzhpCFsucz0LjjCXz+m9jWsWvc0mrZ77bzmHNz+az0vzX+KYAV1545dH4/zfqcypmcungVncd999jBo1CkVRWLhwIUcddZQZrHPWrFls3WoMYi3rmJqaGsaPH89ll13GE088gc/nY82aNVx++eVJ02p935EjRzJy5EizXnfeeSe1tXUYA7qcnBwURUmeT+Kuu+7ipptu4u2332b58uWcdNJJSUWXxCOPPILT6eTNN99k3bp1HHfccabQ8sILL+D3+5kyZQrbtm3juOOOIxi0zPMXLlzIVVddZf597733Ul1dbc7aAeTIRVx66aXceeedTJ8+nS+++ILf/OY39M0ZxG/7HG/uG1QknNuC3Hbbbdx00028//77bNy4kWOPPZbqnXX0yz2WVcH3KCsr4/777095hg6Hg+pqPZDjNddcYx7zqquuIhqNEg6H2bhxYzLYp871119PMLgeAH+OFeei1D0Ah+xJ6WCimmW6ur1hPopSS1MBneXkLK/fZwV3bAhvRtMCiMqpSGybuVycdyDpVDcsA6Lolie7EgjdCh6taQ1moNPFiU8AqAsuTytvCJy6dVX/whPNLQWaFYRyceBtoonttBzY2pqV3dnwPSDxvscK4B0RAstrWohUpQacdcHhPP1vXZkQiOvbNoWtrrJbji5we8OWi0h9aLm5/9u8BkCJx3KlC8d2JM+XvTm3eD39nYdSq23AKc/nN30OBWBriYOHX/+OiaflwiK9LS7ZqgfN7KaVsjWk113VVOKJCtKVmZmxFJq53n5IkiMl4GldcClWm2q+fcyv1wPmdpF+a65bzncZztfysVJJvQa/Px/R7aEx4oBG/Ig7AJmRhRcDsKD2OVJdYtva/mXyc/oSjlXQxacy3nsgr21vLoHBvoWKgtTObiTqbnZLsemYJJQqQCIUa+wuJLrBGAQjViwUOdkvqUKAYb+vj7k81qMvjymx3uNAbk/6H9qPRdMW49pxNgCLeIdYLMY555zD7bffTkNDA7Nnz+baa68193vnnXdS5JBkDViyZAnjxo3jyiuv5JVXXkGWZRYvXszEiROTMSX1fc8888yUPRcsWEA83oAoP4nH/9WvfmXKL19++SW//vWvk1skfve733H77bczffp05s2bxy9+8Qtz25/+9CduvfVW3nnnHRYvXmyetyV5JZFIoCgKIIHm4vjjj+euu+7iyiuv5PXXX+eBBx6gh2c8vTx6CIk4cTRNY5FSzfnnn88dd9zBBx98wI8//shJJ50Emguvq4hIPILL5eLJJ59EjF1YVFTEwoULKSoqMu9zKBTi66+/xu/3s2rVKpxOZ8oz+OKLLwANWbbaihEUXAxwr6iW+2Q8off3TQV0loyJPdlyi9dEV/+kK6C4v9NR2Og4CUX0MGivvkwIdJ7QJ8+aDiatf/+8bitemBE+ACAcq0jun33wcONcoah17akBwBtfZ0lpIUcceSivTXnbdMtzCcHNYw79mJLkbXQegLpkwgOnEChcVdsiM1nkuHUZUha+5+GEIBcnV1eq1jMMaJa82JZg4Mb1iYHfWxMIPJJ8XqLrcjRR11TxNiNJEh988GGb9zfehYRS2z4VwnIhNeTO/Sl5jC07ZYek7U8h7/cw9fX1FBQUYAzExxbo6YZFxdSndf9MLhnm2zIel+Xr7G1BMTXAuZx5tZv5ZOoNHDSsFwAfPfYJP3v8dS4ZM4AuO39OMBFkyra3WBNelVK/Emc/+uYcwYrQB9QrqZYV2QQqbhld+eDxeLj88su5/PLLOfDAA8n19iEWryaupHek6fGR0rc1Zaot43T4SCiNO3aH5KSrayBbYytRSFDqHMCgnMmsjsykIr7MLDfMfxCTio5jZKE1yA4qEgk1wYubPmNRcLa5Pk8up4dvEh5HAcsDbxNOCs8+ZydCie1Z352mkfHnWLErOnl1t8amFFMVgYVomoKiGBlNHOhCgd7ujI+Dz2MJJYHIFjRNE5RTDsSBdibFVE1geVJ52B7KKf2KrJhREgW5QwBRMWW4HoLuRqF/hJtSTC0Nf4yihJLKqcbByTOfWz92jsdyaTUUU/oHL4L1LujHnDT2Qtas2gTA6X5dCdQ917oPK+r0475arQfHVdUYsUSFeZ15voFAqmJqY90XyXNGkwOu5hQpBsa9kRhb8GuqYiuZXK5wTlc9lfaGoq/4enMFjx4znk83bGPOlh28sngDUVXh+xPO5a5ve6JqKjNrprE8tCCLeyae02qjloCgUh9aam5v3DbE5y2bAsZJBZZiap76NQDb6z5P2zebumXmzDPP4M03M1kliZZQ6eey3qGRhXqmzQW1zyfLJjDcZNva/rsWTgLgui6HE1Ei3LbyXurq6sjPz29hz46L8b0bVHgOjjSX411F0WKsqH1tn79HNtlhyU76O+bz9GpUJhRNj2+ZOqBtSTF1Vv65QKpiqjIqUdqvlJ1rdvLZjloANmnL2B78hqhSk3Iut7MEr7uc+tAyYW16n9BUH2OUbW42W9/u9/v5xz/+gd/vTyalcWH1QeaVC+dNP19z28DhKERR6jPWxSF5cDsLCcf1gXCupwdeVzmByDqiQga1Tp6R9Pccblp0x9EnAXeymcrwDzTErGfldPjJcXdDQyUQXoMoA4iTRm1DbqViqhZoTjGVjO8pW+0qk2JKZM8ppiyMb+meVEwZiOElWlJMFRX2pri4iE2btlCYo7+LomIqkMy4Vh+yYkyJCmjjOkXFVGr2wdbf23yf7ro73DXZXNfJkWcuG5EmtiYsy/k1mjWBVln/TavPuauKKeN5+nN6m2sicb1/ypTZsK243W4mT56cdLNtPbtTMeX36jFKNU2hIbxin5YNbNmpddgWU+1CSwoeMWuaiqKGzawp2Ry5f24Jn3+znGqtD4u//YDfT5rE6HdmURWK0gXIdeZybpdfEFOj1MSrcTskCp2FfF2lzzSM9P+cL+r+iTX4Jm050zVk2pbZ2uLJJ5+kd+/eybTJMg45B1WLp+3T3ABPrFPm7fm+Qaiaws8KjjPXFrklXLKL1XWgaAlUTaE6Gd35AN+JDNGOIaLWM6KwEz4zgGOqQOSUnUwoOJaD8iZRn6imIirjkfzUy/pHZIj/bGrYnkxfK7G69g2hntkNpK+44gpefvllAoH6lgs3dQckQ7GUvTJRd9HzJ5VT2e+jaS7aR7iyLKdAdyez4k2lKqWyVQA4HD5ajGfa6NxNvXOpQc8BZFlmwMCepmKqJXSl1I6U46ReZ3ugH6vEPZDTO1vXMGvDdkZ2KkaSJC7/cA4JVWV0YScu6jtYr1tSKbUitJDWKX4yv6/6oMRyocv8zMTtzSGnlTEGK61TTjkcDurqMr1X4oAxvX8RXUMVoko9HjNJRVuDp4vn2hsujnsODa3dzcc1203HZjfy6c7ZnPTr05nz6Dv8asCv2LnGspr1OArolX8siholotYhS07qle2CW31ziSpEZUv6+vR9M/PZZ59RUVHBb3/7W3QbHhmtUf8opS1nv02SXDgcxZTnWtmLc6RCAOJEkCQZVUsQ0wJJOQPK/GNIKGHytCI8jgIckgtJa3wtDtlDl9wJlOWMpFbZgEPyEBMC0LudnTH6RX3yxqhj9v38ddddxwMPPJDhWm06Gn5/Lj16dGPTJjvL275AYWGhnZFvD2LLTtlhK6bakUWhdwCIxiuEtekBeVUSSjUJRUqWFS2Z9HUbaq2MX4d0GcW8mvn888kPmf/7R7n08t9xTY9hBCMJvHkyPqfeKH1OADfd6ExXrz5y9zoKzOOslo4wl7fWfomlLGu7pYIhAOmzfBbNW1UY+4mxhawXK9fbB4fspSG8OpmJR99fSZrzDsizZlJqYqBqEFfj6DMMDsLUmtsVOQFyDoUua4ati9eKGbEupGuuK8LG/mXE5BpihJiQ19ksN7zQWr4fmcrwfOqiq7GsKprn+edfSLoZWkKjmHWkVO2qXzvWrF2VZM2KxHy6YmlHfeZsHMbsUmfPcHOd5rGE0FU1RmBRq64+h26JJHaS9clZQ1WLJ7PQNKdgkNL+b05Q1hVE9aElGcpbbcSYXXJpHlQUHJKLnnKpeSSX92QA5kQfaaJOmeqonzsWr8xQLwnwoVtN6ffB6XSyevNsttbplj3fabqSZ2PQmolYr+nvbCS2BdEqy7hfgfBKQCIgzAp6PXobiifq0zLrZHMNkpm9sz6uDxziaoIdlUUo6gjeq+vM2SW/we/IY31AZdpKeHuFyms7/4ZoCdZazi86P3lOq428Ha8nrtSgKA00ViSJ91dFVRsAiR+E2cedQb1vMKzjALyucuJKTXLWrXXKKU3TWLduLZkV7fo6X9KlJxyrRNOCyLJfmL3UWBf9HJezED1ulthXt0U5pe+ztVa3kHtHG0WiTe6bNjY/HcJRfXDUUhY10bpCydCPNoSs+FFxv/6NKfMofF49h3//+kWuu+smroj8gnyXhj+Z7CSkFeo7SFDk0PtpMRNZyGW59ejfkUw051be5NUAMG7cOGGdLNyDbCbzxDWWOC/eRyOjXFyzrGUMK5aYFjQ/xXHBUkiR9D7L7SpM2pAmUmQWIxNURKu3qiM5UEjgd1nyUo7TsniuTrqWN/4WN88TT/w7pbxYD8NSSnR5ElFkIxttE+5YhszhsFz5EJajccNC3jq/aAVjrhPrl/lMu0S21jaykMnS47Lkf0PJqluwtY6mXdkay34JpYadVTKx+A7CyfMnHNb3L54IJY+ZWQYyrlNUbqZm52z9hKks6/vXypZFZFRwD6yX9PU71dXmuuqGBa0+j4jP0yV5bqutBMLWZGdT12+hX6cRAgJEy1CxLVpWcS0fszGxWKyZRFcgJ/uJVHdKIatfG9wcW8JoA4ac3J4ZGm32Dezg5+1Gps+ROPtu/NKtDsSfXl70rhyR34u6RIiKGv1lrQ9FOfvxF/l+204GleyK2Z5Yj7a++Mb1iD9xprA5pZS4j4XLUYBD9uJxFqeV7xhIkkR5zkG0xnrprLPOpLS0FPFD3loP2oQSFs63eztqyXwmmdpoalttvK6pzGaZ3DgbtxFNi7I5+CWbAjOpjq5sppbZtotM57b21S2bBDN+TaO+vukPdeM6gHUdqe92+kyGpiVQ1GyP3TwOSebiHpPp49MHAXnOfNNKS9VU5jVMZ1eUUk0hSRIuRxEOOT2Qv1kC65lmH3zf5ShKmoW3pj/ScLudrF1rKIk1c33ma9f7G00TB78SCSWU8veuWT21Z/KAjokqqbvlZ2OzJ4jUhfd2FZI0Jz/ZGFx55RV7uwo2WRKLxczYajYdnwMOOACv19tyQZt2wZadssO2mGo3VKLxbaQOyjLNvjc36DH2CZsBo29e/iogoyQtrBpCMRZu0Zjc71wWLh7Ij4n1AHTVLN/yQ8p1LXdvn6XZHsUEc7lzoR4DZ0H9q2haJBmQufVuNNb1NPe3iDh4zLSfRm1woVDWQE0GXZZ4dbtlYTbAWQ7AJsWyLloet6zN5OTMVp/6M8x1xR5rhmFNvX6OH7T55rqAqs+IjkicbK7r5LEGsn3U3gCkRvNqns8//yIZ2NQy+w9F15p/L9L0LHB9fYeb+2yJLzSXawOLSQ04bSj2dPe+aFy//qBm+eL31iyLqTXmrIclMFQE9OP7PGXmOtN6SpKQ5QI0TcPjysUh+8xZJ4OG0CpS3f2MOlmx1BpbKDUfoFpV6wGNsBoAJLaHvmOxVkAntx6byoNeB4dchKKKMTNaEubFc6cqPkYV6IFjFwfeBqCosJBevbryww/zAKiR9RmrnnKRuU9FPF1hJp7fSiwAcbTkMw5HNwnnbf17tk7SZ9u+rbLiVq1psGar3qn5h351mqHA3HWl1DchPWB3kWZdu6oa70Jzn45U95ZAwrIgNeIj5Pms6+jmGZWsu8bKuneS19BSf6Q/x0gkjNvtJRZrerYwlhL/w5E2AyyRUOppCBnvJ7RtcJjqOmq0/29CU+wZPxubFmjJUip7rG/SS5V/B+D7+DnUJ/TjhxSFBTlxvgntZKkyBwCX4OKdm7TQFWM8el1W/2e8y6lJbXZFEd1+iqim7qHx3Q9ErfiYCbfeByqCJUQ4allnGFZBXr917WJ3HEa3lKoS4prGFd3KxZFjyQoOwaLDsEKLZUp02AzvvvteMsSAYW1u9fWRmC6vOU1XbFAEy6+WLI20ZMgJVZiskFMsogy5wWpXRhZfWc48oLfiVmWOJdOWOE8tY1jYWN9ah0OMDaWm1A12/Z1zJj0yFCH2a+fOncjNzWXt2jXJydTUWFep3+LmsN6ptgQfF4nGawGocVoWS5WqpZzeUW/I/+0XG0zJGLC99XKAOIlmPC8xzp5DiMWlJPu41jzXxYsXo6pN18s4f1MWgbunLeuEk8ma7DDYPz1si6l2QVRGKTR238tW+Ei3YjKOBa6k64tbymVy4SV0iw9rlzg2kuRNmoPuiuVU1mejscuNuE0MgC7OJkLHtURouU69e/cmL88ItpjJYq5p9A9culLKULRk//z1zl2MddZS+TiaFiKuNBCObiISSw/67kj+xOflxFJYtLYtWZZ0suxFlj045FwhVpmFJMk45HxSlUDtQ0NDgK+/nt1ywWbJ9B6radvaH/0Zt49Sam8gSRKylJN088vUH4l9or7toIPGMGqUaMHYdFuQJCkZyFUMLCy6FO+KpRSk3vOO2l/tOirKbvnZ2OwJ5n25nFCg9W4vNnuHYcOGIsv71rfsp8r69etZvjw967JNR+XnPz8Xv9/fckGbdsGWnbLDtphqF1ItBBqvbw2ZBtsqseQMXkwLMGXzP3C4HMQiceKaQqlnKF2FjGytQc/clq3lya6SyVpKVFSJyinx3lmWCHE1lJLlY+8hKh6aVzZUV1enCVapz7ipYNmKGiUQXi3sA21xbdSfsREzClpSGhnlJcmNz9MdVUsQjVWiqjEzE1LmejRnEdfsGbEsrqz9FC3cTHye3ePi2a1bF8ZPOICXXnp5F4+U/h7vqotY8+hKqRgdQynV1gDiSeUUOShmezXer/R7qf8/f/4PyeVM/WbjNqIH9/WkxWNoT2VhquWUbS1lY7OnSe0HVte+TULTLSTiWojvt72AqmlEYmG87k64vL33TjVtsqKiohKXy4Wi7H8DsP2NMWPGkEgk+Prrr/d2VWyy4Kmnnt7bVbCxaYStmGo3shl0ZjtYk7n++j9yww3Xp6wtLy+noqKiUen77ruP+++/z6zHV9E+AHTKGWaW2djwpbmsqEYAwiipFha7TzGV4+mOpiVwaBrFOcNwO/ysqXmbxgqJTPWwBnuL6180y//o0l354nHLlU80YzXMlhe6BderHQPNxeqEPjitCC0y1xnumK8pVvDFmujZ5rIzGURSlvPQtASaFqQl5VQkEiGRSDevtQbSkdgmQGJJ9H9pZTJZ2Rj7xTGUD4a57RYzaL7EFmYll8V4UFaMq3hCD0Bal8gUUN2IdRanIbQxaUYfQlETSJIjqQRJNDompGdizJbU9qcHHNXrsFVZw7ZkQFsjmGdCqWni3rSeldGZALidukXbti21vPPmN/hz+gHQQ+0JwNhOVle5pKIvAJXMafbYEu5ke9x1gXpdSH9/Z2iWef7amG7ZpT8Pw4Uvk1KqLcpCqND0QKl1suUmEY0b7h5NXZPV1jyubkiSxADHRHPrD47NADSEjHdSYqMQmNaf0x2A2kAAyzpKMcv6cwYiSRIjXHp2zpN+OZ43ZkyjYns1m2s/IzWpg972EyluN+J7JP6dTnNKz2xcR5NB9xPbsii/r6HS3plldr+1rs1Pheuvv76R7ASZ5af77ruf++9/0Pw7U7r6VPlCMZf2FJlcw9riQhOJWWEQonH9u6+lWCSL16T3WXWxjeaahMuaJIolXeRE1zGjTlVCzL5cbxdru3ku0aW/5W9jKBRq0p3HcPOKZ5RjskFp9f7GOZsMqG6UU/e8xaw44RIIbzCXDdfM9nOZtVwmxXb55ZffA/p7ZLjwqarVxuQMgeMzkz553XaMUBd1QhD1SFyUCdpf4WnErVRUq420xiVRt+wmGcszuX/yWKkJIIR9ks9BU9NDbOgYfZvHVWiuu+GmX3PvPQ83mdRhV90odwXr3PuT5bktO2WDrZjaY4jKgZatGe6//35B2aRTUVFBp04tWUY1F8fHYs+5/VidiiQ5ccs5VAS/IcdZSrpConkyxXBp55qa7m5Sk1ZMKTWSnEBuUjnVtNKxoKCA/Px8KivTO3/RyqOpzjdTrCbRWqu5fdKVUpncjJq6Rn29rpQyPnRy0prKUGhmshIU69hWjPrJjZ6BqsbYnW5xgwf3Z9Dg/kx75+MsSqdboDVukxLOZCmF1ivrsiOhNNC8Uirb+5XtOZtqe6lK7ubfH9FKrjESElpKfI/Mx/zsrQVUBKuFNaI7sNhfGNusMzRNc2542cahEvur/QtVU2jv/ldtQ7YlG5tMZJKdwJKfnE4nLpeLcDjM3rcutWmJrl27smXLFnbs2NFyYZu9ygknTGb79kp++GHh3q6KTRY89uhTe7sKPyls2Sk7bMXUHkEf6DhlHwk1RHaKlfTtSso2rzeHSMQI4GcMfrxIkoNgZB0Aa5P/N2ZPKqX0uunBnyXCyfUxpZ7WKxVSlVOxeEWjY7iTVlQAPo++XK9a8ZHWCYGcXWQOTgkagfBKjMHwJpc18D2zs64YXCOdaK5bXvNKs7Veu3ZtMwH8jIF0U6TfI1GJlR7QO11h1dQzbu6cqQoDfXZGTS4HhTKiUkov63LmE0/UCuuzfb4SjTP66ccUZ3L0592+SqlQVA+wWOofDsCW9QEqN66kwKNbSi1UZunrK/qb+6yofTuDi5b1DGRZD/Lar+B4QHfJXFs3rRW10o8lSW5cjhIkSeaAnOMblTICkVszks0ppYx73Fy2TBVJ8uB0FCFJEp0k3WpsXXSuUC5Bc4o461wS/XKPBCBftVKvWxZRxoylSii63qxTOKp/kvJz9eDomqaR7+yMS/YjSRIHaAcAcExXfTZ21C/H89d79fps5lMaK3lb27elJ62AXK/eFkLRCjQtjCS5klaK2SqnoPl33MbGpjmMgL/ZpUTP9M4LwasTGl6vG931GcT32EpX33zQ7D2JYeWiqe1n7ZLJEiIlqHIysHcsnjlYtfHtyeSqLAYcj8RqhGMmrUAc1vdASQYSb4558+ZRV1fXYrnskYQlXYZqT0sii+wHjHKGBDW7iviMd4fli2Ft55DzzHWffvo1iqIgy24iMf0bLwlWUqlJAzKhP4/WtpF0DIsjgBx3p+Q6q19onYu96BXQXCnrOo1rVtr4PF3OQv1/4T6opqWedT/E/lBPmIUpf0Kq5afhFeAQLNx+9auf8/hjz7U6IUG2WO1aDMmx/ylSbNoXe6qo3TAGgeIPxIFOgW8IXlc5qQPGtiAJKXRTlVKpQa6b+6XGsGp+e9vrmWqlk2690BbLmqaO2d6WCe0Xw2jAgAFMnDixmRJSM7+m2pUbCScSTpyO0qRQKVpttWSh19LxjWUjkL9xL9L/t55jrrcXXncXoXy290+so5g2O1P9xHOKtM/zGjKsH4cePiqLkunKD9FSZ1ew+gZDKZU94rubbinlwVJOpdfRKmsopTLWTEs/ZntZqzXd30iShNuR12SdNsxeK9YwQ/3Sf9nUw2iP+s/p8ON0+JFlL5KUmxTys+lXyeKc+x5a0hy9vX82NnsCp9PJhRf+cm9XwyZLJk06jD59+uztathkwQknHMOAAX33djVsssDhcPDJR5/v7Wr8pLBlp+ywLabahaYGpKkuU5Ik4XEWE2nCn7c1fPLJjLQ1cnLgGG+iLk3RnOVMeww+RSunxjEM2veY7YU4Q7Lrx//+++/buGdTCkwZMX2rJEk45HwSSrqLXUvWcC0pSDMpMFLrkf4cve7yZAa/1j7rTIqDTPVrSiklWgZlo8zJ/Gw3bdxOxeZsZuisuEep51XRtETKLGHrsBR+2SqlUgPSG/+n7qu7ZDpoHBss/ZxNK6XCsc1mueyeVXM05QbaOor6lMAXhmWoaOnU2v4l3VIq8/6y7EZVEdx302mvftPGxmZ3kEgkmDXLHpDtK7zxxpt7uwo2WfLddz9QU9Oe1m02uwu320Wv3t1Ztaopzxobm72DrZhqF4wBihOQKc8fQzC6mWB0I6LVx86G74SyrbcUuu+++839+vTpw8qVK0kk4uiDqhDNKyQsKxafpyduV1FKUOK4ZNlyro7OIhheix7os72UU9nFvmrbMS0FVVf/GLOEnNy+OfCNua5SWWAue10lAMSMQKBNDJQXh6ebyw2VhwKwvGZq1jUdNGgQw4YNbaWAZQ30ZdmPJLkYlH+SuVUSnm+ZWgbAV4EXUdT6pHlvdkoptyOfcv8EHLKLsGKZ3SeUBsKxSkZ4JlHi7IFbzqFWscyGFyi6YrSH07IuGpfTC4BPnF2pj6ylNrJCOF9b2lA27SZdKWX83ZybmeUOqqpBQKKy/lsAynoMRZYltqxfnLLXTuY3cU69zTgc+QCoagRNi6JpCqtrpiVLtEUBI3FkrjWrf1h5DgBbQ9axotIh5vJGp17/htAaLHc7635YWRmbaxcSuZ7O5l9b1aUA1IeWk6p0SrdKsu6Hx9UZORn0tJfWDYASrxV01BfT2/CmwnHmuh8Db5vLiYTuNiua2peoXc3llbKepbJ2S1dcbgfD1+1kg6xbTeV6+5nlghndmJvqe/X+w+vqjNfdGUmSKHZZM/RjnXoSiQXuVea6yoQevN3nKDHXba79EisIfabz7B9oKGjtbGyt2eb9NlgBeiHVJSw7F77mSJWfBg4cwNKlS42jt7p+LkfmFOvxpJtNe7pk7SlczvxG62KJWms5bgUINwMtN5k1VychuB2pmu4e2FrXrOOOO46dO3e2aYLPcK9yu0rNdbJsDXuM70w0Zk0WZ+vWJ4aNEL9XRoDvHI91TkVwZQpH9VhZopuV06F/3yNxQQZLiLETOyJ6n51Qas01AwYcxI8/VhEItKbuooyn30dFyexCmi05bivovl+QaQzE5xVOejnqsqBZoonlpklJTpB0u2tNPyC60houfC6n6JaXdK9NWO9pRGy3Gdw1nXKOuZxQ9EAqRlsszfOxZctmFDXaZL/blro7hb7RcB80zq2fPxk0v0kXz/037IEtO2WHrZhqF4wZdqvB5Xr0WCqpyql096eWSLVC0AN66ufYvn07xcXFyYDaovVQUwNPK96Q21WUYbuF0+EjN6cvgfAqUgekdqDQxrTcia5YsYLVq1dncaxMFmAykpBNpDkMyylFJU0RkY7VrgylVDpeVyleVyld5IGNtmVDvlc359aVU+lub20ZsBv3Rtw/3XWLtPXZKafEY9bV1VFRsYXs/ODTY3oZ60ixaGvsNptuTdYWC5/m6uTEsozKpm9oifT6Gm6LKrpQaT0DQynVFnRhsak2m6k81FVlK0SJisT02E/6OkMp1VYkSUbTcrCUU+2tjLexsWkbcjL7nv7eh8ORpBXp/jsI2l/4+OOPd6lfttlz1NfXEwh0nPhsNk0TiURpCARbLmhjs4extQztQuaBpa6cEq2YjAFRa5VS4vH1wVtNTQ3RaFTYLgu/5sjukeuzOelxWnY1NlbHRbdqEYOhWvdbD3Scea/GLl2N6datG+ed9/MWapDJlaj1ShxDOWXVL51UZU4mpVR7oSun0mOJtcX9Utwns/KucSyhltqqqJyw4jJt3boJfaySKT5RpmejK2lUNZi0loogvmO6/3fc/KvxM25tPK5sMJRTBmJd20Imt0wpbduuK9fEQPvZ0LlHEfnFuS2UMtqBqJDK1Da0dpl50t0vd9871RFQd9M/G5s9xbZt25BlW/zdFzj44IM55JBDWi5os9dRVbsf31cYOmwwbvf+Lat0NGzZKTtsi6l2xOPSXaqO8hyDqqkoJHhLXoKmRZImz9kO3qyBU2neOByyG01TSSghakNLULU4LpeLYcOG8fXXXyf3yX5QWB9aD0BZvpVZ7uyeVgcVUs4A4KXNh5vr1jKfQGRj0gKsOWuUlmjJzaW5AXrL17gjvMxcjsR181BFyezzHoqK5sKZgjrr1ibR+DaM610em9LCPgbWdWzfvo2PPvqIpq9dHzh7XKV43V2RJAmvo9Dc2ocDATipzHIbWlFnDaKDcb0euV7dZFnTVOqCmeKYWe2qLH8CsuTkcLfl+rgtYpnblrt109zTe1id3rJ6y4S4aofuwrdDs1ymtoT18/dOZk4D6FFgWVxVSlvY3DCLsLKT7JVu6Qo70crJojhvpLlc3bAMXRkUz1g29TkYFkX6/czJyaW4uIxNmzY1UR9rX8OUX9OUpBm1hiTlEU/sxApImO5maCm1hhT9nKrIMirCmV0UqjTL5aFPrv5+xlSryy5psFwFGty665lhMq2qcaLxraTeu5bp4hpqLm+KfpdWd2O5aUQT+e3o5vw9nZZZfY4jae4eLjPXbfXpGfhC0W0Eonp78ghuJcVYWX8WBd4BYFV8O+4lbjyrPRQ7dZfkHjljzXJbku4a0XgVsfgOUtubeA1WG6gLLsZoKzUsNMspRbpiUQwyeYCsu/R6NKHf9Ov9TTi2nXB0S6N7Y2NjkxnD5Up0kYuqYaFE65XGzuQ3VHxvDTeyzp0709DQwLp1rYuvoiXdUDzebuY6bzKDFkAi6doWjllub9F4rbncFjeZPUVCsdyOjOtsyq0t2wyBonuRorQtM9yiRYvweJq3xBVdiWTBpcrj1L0D3C7rG+IUMrYlkvUTr110TcuE01kMQI7bksckybKOdSXdpzyy9Q1LCC6Pxjc6IYRGMFz5vII3gyK4+sWT9dsd7n1G5jQANeWda/1kWZ8+vQUX2aYRs+alTORl6bLrFOTjTM9LdJ1UkxPLsuA6JmamM1wq48IEdFtch2XZaoOq2hbXY6ufUpMZD8U6y8Y9E0btcbHdJtuGuI94H2JmmAS9zc+e8yEShShqLKXfFRP0Zdtfifcrnmh87WKdfJ5OGfa37n1L75/N/o+tmNoNLAt9TXViG1E1lFRIedBda4wMZ80N7tItWlI70ELfUKqDC1izZlUzg+fmaLtlht/bEw2VUHQzrXG5ST13S8qcbK1cxH2aviZ9oJytRjm9TukuX9nsY9RJFIZVduyoyHBco6xef0MptfsQXK7aHJy77TgkF93zjmBV7etYbmDNIT7bTFZGmdFdNFzJMunBvkWLK9GSKBkjyeOjurol4S9V2SVJDpyOAsDwn88UsD2T9SOUeA9AQ6EyvIDUdrRrFlRW4PSWXIizsdZqysqotcdpHpczD6LZt//JkyezefNmajdm3p5QAsTiVTS+7vS+q6n33HZdzoSGRntngmlbHDYbm7Yxd+5cwuFwywVt9jqdOnWitLSUqqqqlgvb7FW+/XYesVjbFJA2e5aLLrqQKa9+SCSyq/H7bLLFlp2yw1ZMtSO6ZY3Gwvi2pEZfSmqSjRe/JcsFffAnSx7ycgYgyy6uLJsMwBc7ktYTTpjFAhwOBxdddCFPPPHvLGtnuTepagMg8WXsLWvrxjPMZVfSxL1S3myuq6rXLZE0TdSnt4Z018TU2D7WdgkjtX2nvIPMvSsa5qG72olKAWsfl7MUh+xNC3rcVAyipsj0bFoanDanlHICEscXXUavYV1Yt3gbM+qeQ9XCpF6//mx0iw2wnpW+rc6zHgBPxdnmWTq5rFmuHn7daqO8YTAAqqZQR2rw7tT6SoTjuvJlLZZVTkgSAjUmJ1q+2mG5Sm0KWM9+Q0wPtl0fsgKc/1Cgz2of4TrSXNc33+pivqvSZz1XpVjgNIeoMDDKpwallCQvshDgEcCRnLlSNUeyrRsYx3GgK4nTrZhg8uRj+PbbeVnNpB/os96ZHPRzaprGl/FHhONnUqjpbXZ53TvJfURrAOs9nVf3b4z2dfv6MwEo0KxZ2oRk7ack57mMmVcAn/sg89ih6CZiidrkRyz1nZMkJz5PT2TZzYkFA8z936rT20NDyAr6LUm5pvJUVQ1LREupE4ltMY9f4VsDQJHHCl4+v0o/5o+SZSVWLRzfkZwJjQszt59GnrGuWZgxfu+995L76M/KL1gxeBx5KIkGfO4ueNy6ZVtNYBGpfZBI+ntuPav1Ne8DMLToAnPr4SX6rPnWkCVkrInqFoNqIsj+POTVNAVtF902Mx3T5qeLYZkjBthui5WUkYQCIC+nJwDRuGUxHUpaTA0YMICysjI+/PDDNtUzGN1mrsuUPVUVLIq0NllPtAXrnXQ4LAshRTHiyDS+n6KlUUe05nI6CmmoV8n1gTWR1fg6RIsNRbBEiiQtMRwOcYLXWjYm6MRA5C1ZbBjWHYpqKWDENmAcUxVsT2LCvY0l6pP1tGQvY7CaK1iTGIGjARwJXY4JtKPFlGGlKAahloTJwszWcs1Pnp133s+TSQaax+u2AsfLQgzVYGR9k8cWSTThBWEQjW83l2uSFkJu4Z3IhJRiUVUobNCfbSZrNdHyK2WyN7leRQx+Lk7EZmrDVnuKJwLJY1r3xmhjYn+mKFa7Mp6nKlgfKUJ/mv48//Wvx819ZKH9i9chJfvT1iYssK5DP7/P08tc53frbVwRxpLiNSX2Y1HAlp2yw1ZMtSv6YMblLLU6OSV9u7Ei0yy+/nEylFLNEY1Gm1BKNWe5IMbeaZslQNu0s6KyRsykJ9bD2O41O2AjMwXoApQe+ycmlNXrYiilmj5nqqKnbfUXyeY4LvO88xqm8+38OESdSFKOPoxvlCUtk/KlLVZp6fXe3f7HhjKxrfe1pf0y3R/reaYrpZo+jxjfyYP+Hoox2vT/p059fZcC4upKG+PdFeOPpV9Dk0cg1Xqn7VkxRWvL0txR7Az+QDRRTfo7ZyilWq4X6IbebkFBLbrHiX1L+1v+6YKb1Z7POutsPv30MxoaMrdxDS1NkZ4pgL5IuhWVUX5XXJdtbGw6Gm3J8Gaz97CDn+8bPPDAg3ZCgX2E2267lbv//o+9XQ0bm0bY0na7YQx85RTNeyoSumJGdO1JR25RKWVw2223NlGH5n6WS5Pof5wNmqampVRtD8SPmJxx9hF0wUSf3Ut35ZIzKKVS9qTxPWgNVmDsVIuX5pR/4sA3QR/vQfz5gkcZ6J2AqjYgy3k0VuY0NVjWUmZAskFqZIm2625WmYjGq3bx2NnuK97TxlZOTe9lKEHFti8l25ITXUElbleZNOlQOnVq7ANvlWtZ0ZeqnEpt32J7tAS49CDsUoZ1u4YkOSjNHZXxmGJ8jOaR0bQYqtqQdFHec58PVY0lY8VZ7fmNN6ZSW1vT5D45rnISSohAZB2B8FospVS2iJaZNgZ2AE+bfZ2ioiJ+85tf7+1q2GRJt+5dWy5ks9e5+eab9nYVbLLkkUce3dtV+Mlhy07ZYVtMtRvWwDcWNwJPZ7LYybRPKkMck8zl7SF9ULRUm9Oo3GOP/SvD8TRkyY8se8jxWAGGG0IrSR2ga4Qi6zAGy++FLM25YQ4vusYklBrhelprESFagWRyobIGfmV5B5rL3TQrcHavPD2g9o+JT811hplrJ9dgc91q5WNAN7dWVH0gK0seJMmb/FusU0voA3hJ8iZ/EhIOEko1zVuGSFjxxDS+C7xL1SdLWRdYBygklJ0Z9hMHvw5EJUg0thWQWeb9xiwRjI8wlyvqdKuhWs2KOSbLVjBDIyC1aD3SENbdn76JvWyuy8vpbu3v0ANJLxSCrK+WLPfA+tAy0gfsVUHdrW9z7mhzXX6kyFwOJ03bve7uJJT6NHPsbCynku1bzjUDdnbLGwdAoWYpk0r8livhEuYC4BRcFvpp1r1biT5znlAjNETWMmvWTDIrvazn4XZ1RpZcDHBbwcfLcizlzlJ1GAA7G+ZluA7LckrTgmia3md0zZ/E9oZvUE2FT6rl1KqaNwCJXG8f80ijPaeay0FZv88xp2XaXeboby77ND9IUOVeSSy+I3ke/Z4GwqvMcz65Y6q5T11Qd98dUnSeue6EfMvVb2W9rtheynJz3Yb6z83lLbUzAbg/YLUbw7S7KYygpvlOayBSm1hM475Ho1u3rmzZsjmpsJKoC1rm5kX+ESBJ+HP6UaSW4ZBcbFVWmorvYGQt2fUBlttpJ9VyPxhWoCuL6+PWc/dE9XfOSfOBem1sbDLTVLDtbMlxWzKP8a7HEo3dfmpqanjppZcbrTfdm+TmXdxE1xax37H2tyxQd/WaskV03/O6LJdvkstGMhgRWQwEnhDcD5N1Fl2VRFejVtTKXJKS/W1r7kdCqaW2LsSCBVHa4tqpqrorVSQmTGAIxsGm250w+ScJwyLLQ0CMGapPzgYj1v1wCsGjjeOLx4zELDewTG5RhkuWKrjquyXrmEY9RdfLtgToFq/NmQzan+Iy6LESlUTiNcnzWNcuWmEbAeNVoV38/e93N3t+Q27LEWQn8fiRZBtu2XXMkj0NWbcpV1TDBU8MSO51Wf2EcW9Fq3FnhsluJcO9T3W/qxW26+u9bkuO8Xs6W3VKbg9HLXlIdGM23EkTihiKovn2b7lmWrKr2sy7dvHFF/Hoo4/pRxbutxhY3p1MQhMV2rLxTrUGWbbanartf4oUm/bFtphqF0SrGjVtXaZsUJkGRNm9rKpqKRd++ctfpG3VB7OynGlglB7rRrTIUJK/5qwz2qqUSq2bTnYWL7uGVUenowSnw49TLiB7CyJLiWcopYBkoOtiWncfJM4++6ws6isqKkWLqt1j8dRWooladtXN0OnITwYMz/a6rOchZpFpLyRJIs/bl+FDx5D6LovvBuiB43c1xW6q5RSAy5FH57zxye2iy2J7W07JuF1lSYux9H7AOr5uDafQ1nPq2X1S99cFGqWJX+b+LxzfQea+RyI/v1Coe+bjSJKDUvcgilx9TYHNSojQcd6pfQkNZbf8bGz2JI3lJ5uOiNvt5rTTTm25oM1ep7EXh01HxOPx8P77H+ztavzksGWn7LAVU+1CeqwoY0DWWreR5pUdqhqnNmSkYpX44IMPyckRY+xYygxNU4kn6lIUWY2VHaJ7lBUjJrOPeHsoSYyBtvHLntb7rVvnMZRKDoefxq59TZ4x+b+UEt9A09Sk61PrlDIPPfRwCyVEZUT6uo6FlVp21+rnNAPVZnOcdLe39keSJGLhguRfolud8Wuv2Eli27OO53LkZThH+ytwFTWctJ4zzmMppzRNIRrfSSS2rYm9s8P6WKpJF+AQSjLpQuZfYzfJcHwHO4LzhTqm3vuBAweQ2odBNm1Ja6VrrI2Nzf7H559/sberYJMFgUCAJ598am9XwyYLnnvu+b1dBZss8Hq99OjRY29Xw8YmI7YrXzsgywVIkkRhTh+iiRokHLidBUiSTG14PZqmoijVeFxdkCSJEd5T+aHhWYb6z2awtzcA22NW7KYSp6Vs+iak50KvrJ9LuuVAly5dqK6ubpT2WNWiaGoUVdGIJ2pwOfJN9zxN01DV2mTJ9DhH+uBQz7Ylp5ioOxyFqGoUTQsJ+7aF5vc7ynOMuXxAoW4GvjO2k5lVn+N3+MnBT767FwAra14HoIZFNB7sS3hculnyWN855jG/qvsXlnVFc/WxXHi6500kENtIILoJTUrgdZW26JKUisaNN97QpJlzcd5IVDVGbfBHdNN3CRAVinog9Z5YLmidhawhhiuVD8sM/Mi8q8xlZ1LxUCFZ5uSro7rLVSC8xlxXE7Ced6BQd6PshOWKV07SjUyCCvkHFLUe0bzY5WhsyaQKCsX8pCm0aNIciRnuh0YQdWipjfTMm2gud1L1zEvDcovNdQcVW+fsU3U0ACtC1rXVCPehJrgagHjSlP7Qo09gxVpjq2Sazntclul5t1zdzbEubj2jWnE5ZB4gA5YCxuEoMuPRHZejH/OZ+rlmyUzZgZwOy5y8XrLMvGPJ7C8e2cpK5dCs7n2DugCAcHQjjRVuYLgN6i6aqUzyWS6BZ/Ww7mNlRK/L5rDVLj/QBgHwY+gjNsTmJ69jR3JruiKKtGUt6SYLG2s/pDllZF5eHlVV1WnXYFlBxRWrP+3p0dtGnTw6uS3AutjGRsdsiVkNT5rL0bUXA7BBsu5XZTKrppgpZ39E01TaPeWxbd7/E8WNJEnJSaNUUjJOJV3KxPAC7mRyFDGDZ4pbUNJ9q6ksa71792Lx4szZa0V3mFTXruaV2sZ2TRXLNZ+Nq70Q3ffEb6wRSzShWPfJyFrWVG2M++1KunsBQoiK7HEICWzMkAKtzP4nSRI33ngDd999T4ZtRjbc5t3axEQ6DsGjIBbXv6FOIYmKz2+FhpCS3x7xexKO6d8z0f0pnrC+/8a5xPOIy0Z7Sm1LzU8+Gfs7xOyBida78rlclpzkcemTcD5BtnFJ1vFzkmWNDM4ACSHjoaIa7mzWtU+efIygnNK/y2KCmpxkRjZZuN4EoptYttdkvVNmFmZVHAdlatnWOUUrE6NdOgS3VfH9NzLktdTGMrm6+jyW+7/fab2TbvT7HHJaLqZ1gkxiZULOvr8w2lM2GfSKiorYvn17xm2iC6rHVagfO6Vfbb0rXzC8wapn8lhifxRrx2yTHRlbdsoO22KqHZEkB15XKR5XUapgI8mAEyXpm1udWINbzksZRLaMOEjTO/zKykpKS0sblVPVMJLkJt83gIKcwWhawkwpqQctBjIopFpyz5JlD5KUw550LdsR28Gr216lxFVKsauUHaGFVEeWoaZk2zIQXbCaq19jV6rGSBhKorgaIBjbSkHOQPzeXgSjm8nO9dKy4tCVUulWMtb5df92CUgkf42fd0dCkmQcrWq/zZH+3NKfyZ5rb1u2GJZC7WGp1JwVj0TTSRJ2J6nKW7E+1vWmb2s9HtkYCKS7porWUZms0tKtGSUytYtEIsGOHTtoC1Zclda483VM60UbG5u2UVVVTWFh4d6uhk0LaJqWUSll0/FYvnzF3q6CTRaEQiEaGhpaLmhjsxewLabagaF5p+GQ3HROWqysklaa26pV3ZpFktxoWoRYPEg9CmeUnU2Ju4yRRbrCaMY2a0bny5gVNHlz/VdpZ7MGjPX19Rlc3JJWT1qEnQ3fJ8srpMaSSXd9UdP+1geITqc1A3dq/pUA7Ixv4IuGF1u6JW1medxyIRqkdaciWkmvnN4UMgEUULTp7AwvYmd4MY0VB+I1qkTj2wCJ78KvC2UStDZe1tZkQOdIwJjdEAfKLe2vW6IUFxdQXV0t1NGynKlu+IHGz0QcwCcACUWyZk8651izOxtDhQC4hKieQwusGWh38pRdI5a1Tb52MgA7vdYs6PK66ebytpg+kzzY09dcd0iuFRgzzikArIvqQfklSWKQ+wgARudbs3Li3XFF9Ir4HJYy1ePqjjHo17QosRRLtFQXL4dcgCQ5KdasmSdPMvtdKGEpCndErdk0WdKPXSAErtwq1ZrLxsyxQV6ehxx3H9N9c0COfk1ezZpJdKpJSz6sD3uFbM0IFefqVkOKFqMuuAxFjaCltBX9uhKJnRjt4aXqF1G1eDLJADTVrnKFoJ3VbDaXI8lA8j6H9c46NCsW1s6GhcJRmlI8ie6Kwv2MWDNoMystZWQnr5r839o+sEC/z33zj2DlxtlYfU9qf+NzlAESEaU2GaAz3ZLKKKvhlPNJqPU45Nykcl9iwIAB5Obm0hS5bmumclCBfh8i1X3Ny1yDk1QFcEuWkyqq6YoIX9fpQUOdTqutK4n6ZK33b1dB1VQqtvcxbX5qFPkHI0kOc5besGABCCeEgLxOvf8tTFpLAzgl3YokqFrfjNrQOnM5Gm9ecV1ZWUk8njrB1Rqrg+YQraxEK5W2WB1lS4pFlBA02Vif/q1rDsP6Qwzo3BZ29T4a3HbbrRktzrMNAC5ayKSGt9BxOCzZySsGf05aEMUclpWI06FbAEXjtea6SNS6t0awfcMiCSDHZVmeGxYO0YRlLePz6JZE+W4rAY0kWvhoelnRqkcMxm30x00FqDfao2gZJmeYGJNTgtXry2KWcDVhtatM9z4vr8QMRm4kInA5re+0cU5FsMqJJyxrNMNCT1Wt68hs8agI2+sbrcuEaCwgWn4ZFizi/VBSzl/X7HGbIybcr5jDshSUk5mQ3aKFmiBLNJjPofE1iTFWWw5Entla86CDDmLp0qWNi5NuLaoviwHyI23IgSDKRMHIuuR5xMQKmQwN9j9s2Sk7bMXUHkKSZPKTLjHnFZ++C0eyBriSJHHwwRN46623SbU0SB0AC7WgsTJGFdYbxzcGYuEUM9y9QVyNUxWropv5DTbqmm7hJV6Tlc0sxXxXE+PYtNYSKf0+ZmtBoVteeb25QF3aerGeIqJFV+Pr6EiI8bfavr9+DFfyw5yqnLKe156wMCoqKtzlazKQJScFuQdQF1xGQg3SuM0Z8eggFFmPJLtIbQvtay2XqsRuHNMp9by7hlNyIkk5aJoRBF1UGkNf/3EArA18TEippHGsKOv9drtKkRUvsUSlWWblypU4HKLQJZLNu6lbsWIKTM0pptLf02yt6YwMpB3P4nFX0DQFrZ2vybDotbHZUxQWFlJcXMy33367t6ti0wLPPvvc3q6CTRYUFRXu7SrYZMHXX39NNBptuaBNu2LLTtnRMUe7NhloHEdlx44dfPLJDFLdYtJJt+pJHxinvyTGoEtOugDuSRcWNWWmD2BE3ghCSogloU/T6ticK544cFRRtTiaphFPGOmSWzvgT3fJas5FKzPHHju5FecTlW7WdUR3YeZmXyGz//WeG9wvWpQ55khbMZRTOplc13T8vgHkenujz3A5sJQh7YP+HotTXc0dW01Zjmcd9yEVSZKSrr+Q/q5omp5kIfuMIqn7n3LKyXTr1q3Jstn1W0aChJbKZlLot3Tc/UsZZWOzv7FkyRIWLlzYckGbvc5xxx27t6tgkwWLFi3Z21WwyYKrrrpyD4/tbGyyx7aYagdGeLrglj3UxPTZ96gQ3DGTqWV11BqMLa/XZ/0XxK0g1KL7Xm4y2KfXWUgsUUddaAWGBU0ikeDIIw9n+vRpyFIOSC5UtZ5UhY1G0wMlUdmV7uKnm1fKkowkOahIKozq1HD6QdpAJmWZPhBf1vCqWd8fA8VmPSqUuayOfkNjXWrLlg6xFBP2XdHFNmeN1jyLFi3G6XSSSBgWGo2DYCcSdViue4aVlHUdS4R7szo2yDx2Q0hvO4X+Iea6kjpLkOubpysH+uRZ117o0c3M3XIBkgSSLBF1TkLTNFxuJ2sqPyc3N5c8l4OcPA/hhihH9XGSiMRwuJ1ENuvWf72V7kTDcXLzvUxwy/hKcukXr8Jd7CdeH2aFkk8imkCSJQIOJ/FYgp7OfgTqw+TmedkRXorfn0swGCIcW4eixJFlB5LkQFFSA9QbJt3VkvU8VXQT+NqY5TKwvtIydY5KycCvggLEi+Xm2K/oNAB2RHWX27POuIhn/m25NPq1vOQ+ltlxNGllE5Wsd7tY62ouT/CMAiDfZd3vd6U8dgS/J6GGkqb8qcrNhtAKQDbN4IFkEoJUQkKQSNF1wwhwG8C6NwG3vqyfz1AuWe3W6ShDkmTigkuB/kmIYPUHGtNq7sdod9PqLDfMg3J/pv+fZ60LCy6V+T7dda42YAz+hLZc/7Jwzkz9k3V/QtF1pCr0YOrU12mMZUlZWT/bLP+23BsAVRKVYK1V+qX2jYY5fSf/gea6+pjlWhlIBvv0usvRNFUI8r/vo6G1fwBPO4bXT5KB8gSckofNsp6EokpZZW7L5BKbwFKSG24mobhlYRsTljNZe6uCbFZcXMwxxxzNC89bfVG7ueEK7jB7Kjit6KqX6sbY9hn1plzD9jRLljThdpQxkHhjwlGrb46mfGN1NzKn03K1EwOlOx26u6jociU7U2VIWZZR1Chut5tYLIbHqxAIBMjPzyMQCOH3+1BiMi63C01V8XjcuD0uAsES8gv8VFfV0qfzEKqr6ula2pWG+hA+n4dwQpcvHA4HOwJR/H4fkYpaCgvzqampw+tTCQQCeL1eotH6pKW3C0VRkGV9fCDLMqqqmvdHjM1quKuJwc2jsuiqZ8Sltdqv4cYI4PPobrWx5NhAkiROPukUHlv7NGC5MrqF+21MRIkJC0Q3McMFP6FZ1jwNYevZZUo6ZLXR9En39HJWGxFdCY3rE9+SVOv8TN+mTK52jc8vJhcKRiwZwJ+j3zvRfU+8J0bfpWZIFNCy+55I5nf/vvvub3oPwf02GM3e/Td79HvnEF0ShX5GTcqycjLgv6ZpaNr+kVDGlp2yw7aY2odwOwso8BkKCX0ANn36NAAcjgKcjlwkMgX2bW723hgspgck1pAlF5LUlLtMWxEDXYsvaKp1UOrHwNlEHVuySkh3uckcSLllxHsk7tv86+N0OpEkiaKiInJzc+nTpzeyLNO/f39kWcLhcNClS3d69uzFmDEjKSoq4uSTTwFcSTcljYsuupBOnTpz3HEn4PF48XhcHHfcsfTr34vfXnMROTlebrvtZgCuu+FXlJYWcdElZ9H/wG6MnTyICScOodvgciZdNBZvvpdDf30YAMdcfRjePA+HXDSOsn6lDDpiAGMnDGXQAb049sSDKSkp5qKLzgfg0HNG4nQ76DF5KDmleZSN7k33weV0HVDKiIl9KSzNZeKJQ5FkiQFH6e2z/LDBuPJz6DqyO0U9iynpV8aAsT0o6pzHUScfhNvj5ORzDwbgwovOITfXiaLE6dy5C0cfPZnjjjuOIUOGIEkSHo+bW2+9BdBjTfjzcrjoipPoP6g7R548koOPGsLQg3pz+i8mUtqpgIuu163TLrp+Mi63k19cM5nuvcs4/qyxjDq4PyPHDeDYU8fSuVsx5154DLIsc+55esysysoqCgr8jB47lG7dy+nau4TufUvxF+TQY0AZskOmSy9dmCgpz0eWJXJyPUnroKbboyy7KMsdjVP2kbn9WopK/UPcfgOCiBnXRLQOklNiCRjo1+AVyjb1TmZHQkkXotLfyeaU5qJlZKqV2fXXX4fb7c6wX3pig+bqvOeC6tvY2HQstmzZwvPPv7C3q2HTBC6XHtuoqKiIwsJCunXrRl5eHj169KB79+506tSJAw8cQV5eHpMn69/8U089BYfDwdlnn0WXLl049thjGT16NGPHjuWMM06nV69e/PGPV+Nyubj11usBuO22W+jSpROXXHI+Y8eO4oijxnPKqUcxaFAfLr3ydHL9OVxz3c8BuOa6n1NUlM9FvzqVYcMGcvwJkzjq6IMZPvwAzjn3dIqKCrn00gsBOO+Ck/F63Zx6+jF07VbOwYccyLARAxkwsBeTDh9LcXEBp56mZw0+7uSDkWWZI48/iMJiPyPHDqBXny707teVkWMHUlpWxPEnHYbD4eBn5+jxQS+88HxKS0s59dSTGD58OBMnTuS4445jwIABXH75Zfj9fm666cbkNd5KYWEhV151IcOGDeakkydz7HGTOHDkEC659GeUlBZx/Y16HNnrbrgMn8/Lb6++kP4DenP6Gcdy+BHjGTvuQM79+al06VrOb357EQC/uuw8ZFnmvPPOorS0hKVLV9C3Xy/6D+jDkKH9KSzKZ8SBA5FlmUEH9AGgZ68uOJ0OiooLcLtdeDxuZNkeiu5Jbrvt1r1dBRubJpE0256vzdTX11NQUMDbY35PrtPD0npdyz1jmzWonBV901xWkymE+3oPNdcZQZUXhd6xygna/KP9lwAwKN+aqXh449/R3XJkRo48kAULxODZ6TFqIDu3EqMZWNYcRbnDzTS11UHdokR37wvTNneVpgKtS+T79BS99aHlwjVkisnTVFaxls4Lme6NJMkUFBRQV1dHnz59WLt2LaNGjWLFihWMGDGCbdu2kZPjpaiomJUrV+D1eti2bStDhgzhxx+Xctttt/Hww49w6aWX8MknMzjggMEEAkFqa2sZPHgQH330MWeeeQYrV66iX7++PPXU0/j9OQQDEcaMOp5EzEFXbSjeHBdzN39E9+6dWb58LcHoMmKxGN2792T79u34fD5CoRCJRIxMA3WAnoWWlZQqzJQc6poAwBk9rOv/vkYX+r6vtmYiZkdeM5eN536C71xz3cgSaxZpfUC/pz6ndf4JJXq7LXBZ7Xd2lRWgc1Wdvn5FwpqFWRfXg6fHE/WEohvJHAMt9XqL/CPMrUUufeYppAqBRGVr9rOfOhCAQqd+PZIsUeJ14HQ7UOIKpSU5hGrCNBT42Lm5jov/fgIP/PUNyroUEg7FKHD58BfkUL8tyIBR3Vgwaw3jTz2Az15fwDEXHsTn7y5i/NGDqVhRQ1GZH5fHibotyKCDe/PDtMUcftFYPnzkSyZceQjTn5zNQcf14f9euolwvI6+/foQDAapr6+lrs6yjpJlB6qqUl7eORkwHxKJKCAzvPBCs9wOzQr0u70uPUkC9Co6HoCa8ArqI6vRZ6qMuEcypXkHAeAWUrWPZAKapqGS4KO6fyFJcvJ9b/xOGi6KfpcVjF50zdta+3nG/YySOi29w+mx3XTy8/Opr28usG7TbpPWcbW0MlqGsul9jv6/J3nNYjroUNQKbFyWOxSA0dJY4lqU92vvp66ujvz89spkuecxvndF/lFm8Nb2QtUUagI/7PP3yCY7jLZ0U99b8MheFlXrMtNSbbVZZn3gC3PZCIbsdVvJHQxLh3CsotE6AH9ODwAUxZLH9G+MWbrJoNq7Sqrla0tp7HeNbK2G2v28koSmaRQXF1NdXU2fPn3Yvn07vXr1oqGhAb/fT35+Ptu3b2fChPG8//4HXHrpJTz66GPceustPP74E1xwwfl8/vkX9O3bh3g8QUVFBWPGjOatt97m4osv4r777ufXv76KmpoaFEXhq6++pk+fA6ipqSUajVJa0pm1azbQb0BX5s2bz/DhQ1m48Bv69evH5s2bycvLIxjUraJUVSUejycnflKHPW6X1Y+LQbBz3Lo1sMfRuE8KCVZpgciWRvuX+A8w1+XKllWxYQ0kTgz5k4mTXJrHXNcgVZnL9cpWAILCNyYinD9bKxoxWYfboVsqiVZUokVUTjJov5g93OfKQ1FUcnweAsEgxSX5VFZV0qVbKZFwjIsuO5HnnnkbSZIoKyln+9adHDhyCHO/WszkE8bz/rtfcPrPjuSzT79m7IThbNq4jYL8fAqL8li9ciNHHX0Ir/7vQy698jQeeeBlrr3ufJ586n+cdsYxzJ2zgIJiJ9FolI2bltCvXz+++uorJk6cyEcffcQhhxzCt99+S//+/dm4cSNer5dgMIiiKCQSCRwZniFkDtAvCYHlMwV5NyymZSGAt55ZWydmPpvMw2ujLg7ZOo847ksIlvG7g5blp92HEfRcFq9dCDbvcur3JifZ12uaQn1o2T4tG9iyU+uwXfn2QSTJgaa5gRg//vgjqcHAoW1KI6O8w/zbUE40TXMWB00pjkSLiaYCMEvCNvFa9GMaAlFpaSnBYJCysjIURcHlctGpUyc2bNjAMccczWuvTeWaa67mgQcewOfzEovFOPfc85k7dy5r166ivLwTmqYxZswYPv/8S8aPH8fatWvp3Lkzy5Yto6Ghga1bNyNJEonEcmTZQTDoRlUllixZDkimUPvII48CsGzZMvMqjKCqTzzxb3r37s2XX36Jqsapr49TlDuCtat0IUOW9Gx3DUqQZct0099YTO+oN2/WzZitj0gma5BsgzHvi6S37V2L3aOpGpqqEU9mmgvV6IOGnZt1xdBzt31AOBFj42r92YSJAjV4JCfffaJn2/zs9QUATHtBV6p9PPV7/Fgf2e45OWxZXonXKfHhI18CMOWBmUiSxLx319DHfyyraz9kxYpl5Obm0bNnL8Lh1eTn57FzZyUjR45i6dJlHHHE4Xz//XyKi4uYN+8bDjroIE6ccChzZv7Iaecfxt33P8LVvz+ffz3yP8aNG8PSpcsoKyslHk/gcrnpVdKVHZU1KC4f9RHw+/0EAs3HKQsoVayJzMYj+8nkTtr4ncxMLFFP84kGsn2OmctdeOEveeyxfzWzX3q7Se+nxL5SVJiLySDSFeniso2Nzb7OE0/8e29XYY8jSRJOpxOfz2dadXfq1IktW7Zw6KGH8v7773PJJRfz9NPPcN11f+SVV17l2GMns2zZcvx+P0VFhSxatJgTTjie//73Sc499xyeeOLfTJgwnunT36W0tJSamhpisRhbtmwhEAjw+edfEIlEeO655wG455570TSNf/3rcYCkHKszf/58wHI3euKJfzN48GCWL9cnRysrrSxuWzbpypt58/R9Fi/WYxytWaPLUXaA5/YlkUgmawnqyprqKj0z+NbNuiLmH/c8bZatrtSVZbO/0F35P3pPl5fenjqTuBbiw/d02UgSMsetW6UrmR954GXz/7BSx7NPv4HD4SCaqMLr9dAQ3Ew8HicajbJzp+7e5/F4cLlc9OjRg0gkQs+ePZFlmZqaGsaMGc0HH3zBr371S+6++wFuvfU6HnzwX1xxxcW8+eYUBg8ezLZt24hGo+Tl5bF69Sb69evD/PkL6NOnD+vWrUvKT/u+S5ksy1xwwfk/yb7PZt9gfx3N7lHm1qwmmNjTH0A9cK+qKvj9eVgDpvYIvJuthZXoFtfUL30ffZ3H48HhcNKlSzdAY8DALsiyzEEHjSLVI0rllFNOpk+fPtx44w04nU5uuUV3XTvrrDPJycmhb9++yLKMLMts27aNYDDIxx9/QjweTyqM1KS1kcpLL73KmjXr0TQHFRXbqays4P333ycYDPLKK68C8MEHHxCJRFiyZDHxeJxYLI6qQiIRJxLRFRmtNTQcPHiQkD1BxunwNVveCsyc+f5lt373oWkqn1RPYU7tZ9TvYkppAFkyUhJnupbWB5tvK2f98fDddmxN04iG4ygxmZ7eo9E0jUCgnqVLlxCLxZIClsT8+d8TiUR47bWprFmzhnnz5gG6wP7Oy19Rua2WJx/Q42A98egUQpEKvv32GwKBetavX8eWLZtoaKinoNBPQg1S3bAWkLj0Ut36cuLEifTs2ZNzzjuR8RMO5OCJBzL5+IMpKvWyTHqXPFcpgwYNBGKUlRXicDgoLCwi234llqinKmjEldo9gcA///yLlgtldOvL5IpruCyKwdBFpZS4DUBFUa3B0U8PBa2df7vDksTGpiXOPfecvV2FNuHz6fJD3759cTgcjBs3lvLycg4++GBGjx7NyJEjOe+8n9OjRw9uueVmJEnitttuRZZlbrzxBsrKyjjssMMoKyujvLwcWZaRJMlU6Lz77nsAPPbYv9i6dSvPPfc833zzDZ9++imvv/4GK1eu5OGHHyEcDpsD3FdeeZVAIMBXX31FRUUF69atY+vWrdTX11NZWYmiKDQ06PGIWis/TZ58jO3u1cEpLingwktP323HVxSFWCxGfX0D4XCY9evXE4/H+f777wGYOXMm4XCYTz75hPXr1/PFF18wa9YsFi5cyNNPP0NFRSV33/0AAHff/QCRSITHHvsvW7duZc6cOWzdupXKykrC4TCKolBeXgbAhAnjcTqdXHjhL+nTpw/nnfdzJk2ayKGHHsz55/+MXr16cMUVFyPLMmedrYeEOOKIw/H5fPTu3Zvc3Fxyc3PbLdvzruLz+fjww4/2djV+otiyUzbYrny7gGGeB+B2yBzdvQt3jhvJ1nUjzTIPrrLMuL9q0GcTMgW0EynOs/Y/2af7k6+KWK5Kc+oew7BGKC0tR9OgqqqKXcNy8THM0A/Ou9jc+nWdYZ2gYbwIbkcBpfkj8fv9bKv9ga5dO7OzMkSPnsUsWDibQYMGs3r1Wn73u2t5++13GDduLNOnT6OgoJCJEyfyw/ebOPjg0bw65SXKyguo2Ql9B+SxatUqcnNzyVGHUtHwLWgaihajra6DDtlHoe8AZNnFQGm8uXWHrLuUBTTLPLoyoM/cJRJVNLYOse5Ra+shSbr5eI6nFw7Zg89lmXYbwSFDivUMy50DzeWNoW/07WYQaDHuDzjlfFyuIs7Iv8jcZ25ikblcE9cDMU9yndioZj9iWXgpWCbdo2U9qPOkTpZRZbcca3tVzMn60Bbm1CxjZXANfX29uaDbcQD4HFaXsiZozYatrNPbzVfxuea6HUEri0s0vhOI0ji+UDJIvFyIJDnok3+UuY8L3aovhGUJNEQbZi4f3UXfPizfMsfOcVgdeV1cV4itDrqpizew01WDJ9jLqpOqX0tM6PsDcb0+O2LWMcPCvctNxnnLcVj3rl+eZebdM1c/5l82vEEgvAZVjaI1GzPNsh6UcJlrDyjSg49XR1eyPfQturWjaIUoBug32rHVhi/u/CcAZkXn48v1Ul2/gYRrO4loAeMnjOSjGS9RUlJEJBKjqKiAzZs3M3LkRIYeMIJFi5fyy9Ov5NWnP+Xo8/rx5H+ncMqpRzP1zf8Qj+v3JS+vkFAoZLpPtBeyLHPCCSfw3nvv7eKRREWVQ1iXbhmlv2+5Xj1GRkIJomlRfJ6eeJ0FZqmo4BJQ7NLLDmEwcS3Kh7UP7POm1pY5+oh2jz2oaQo1gUX7/D2yyY70MAjza3VFy5Iay4J6VvRbc3lT3SyAFmPvOR2F5rI/pzsAsbgV0DkU3ZBSfsiQIaxevdq0UN519PfCKfQLmdxyDFcgPQalj9raWoYNG86CBQs5/vjj+OyzGZx55hnMm/cdI0ceSE1NLaFQiEGDBjJjxqecc865PPTQY5x33jlMmfI6hx02ke+++4aSkpKkLOghEomgKEpGV6Ssr0Zwf3IJLt8GiuCCk0hOUO0Ol0Kfz0ckeRmi+5QZZF5w4RRdqhKKLms35epmuGx53ZY8Jl6T4WKU4ylrtG88YU1OWBNrDUAtigAALolJREFUUJSjJ/3oRD9znUdw0Usk709ESJ6iSnr941gT3DGs7YFk+IOGyFZruzAhqJnueJkHqYb7VI67i7nO4XAn97XunRF8HKBc0hPclGvWtftk6zqV5Dc9kjy30+VA8akE6vQxj5qUQxQh6UhE0u9ZQLNk3ZjW+NnIgpujaFEVVvRxUG1wpbmudcHAk8dPcbVtvRWU4fppuN8VFhZQXb2DgQP7s2rVGsaNG8aqVasYPHgwgUAAl8tFv36D+O67+Zx55qn867EXue7633DXXffwm99czquvvs7QoX1ZtWoVTqfurlhfX4+qqu1u9VdWVka/fv2YO3duy4XbCdE10nBfFAPMiwHBncnthhutpinUBvdt2cCWnVqHPQXRDiz6wxncc8IY1tQ1MOnND/m6elkLe6hgajrTf9kM4KzBZufOXcjNzW22dPZoOBwO/H4/nTqVU1iSy9CxvcnN95rWFmeeeToAAwYM4KBhx3PyqUfSr38P+vbtTWlpCR6PG19OES5nMStWLEdRdKultWvX8uqrUwgGQ2zdupmpU19j65btvPH6e0g4qNxehSRJLFmiW4/U1NQgSx7K/GOFe9aawa01QDeUUq29F6nuiLviSqbicrkYOPCALNwjM6OoISylVFossQxBrPcEvX3dOLH8WH7V4xeElDBbI5Ut79QM+ofKg/XsFER3sPYPxJ9KXaKeWYG5TK14nlWhlt7hXUeWnPhz+iUF6bYFFwdQVHHgke4qC9lYLYWCERKJGDU1VWiaxtw5ety6qqpqgsGGpEupzPKlG3njjXdZtXItz//rQ6KROK+99j4AS35cTiQSwuvNoU+f/vTr14/jjjuWAQMG8Pvf/w6fz2cG3fzd766lsLCQ4447ji5dutC3b19KS0vx+XwtzowXFRWZ5vuWorwt906MK5Vpm6gYtY7vkHNIKAFhMPDTQtPU3fKzsdnTlJWVmUG22wOv14vH46Ffvz54PB6OPfZIAC699BJycnL4wx9+z6BBgzj77NM55pgjGT16FIcccjAFBQV07apndt2xYwfxeJwvvviSdevW8dZbb/PZZ58xd+5cnn/+BbZs2cJDDz0GwCuvvIaqqnz++ZcEAgE2bNhAIBAwY+vsL1x66SX7zaBrf6WgJJdRh/RrueB+SG2tPjG6cuVqNE1jzpw57Ny5k6+++ooFCxYwb948pkx5nTVr1nLffQ8Rj8e5956HAXjppdcIhyOsX78ep9OJy+Vi8ODBFBUVcfnll+HxeEy56bbbbqVz586ce+45DBo0iAMPPJDBgwdTXFxM9+7dTc+R5iguLmbHjh3NlrHZPdiyU3bsE4qp9evXm1mv0n+vvvpqo/Jr167lzDPPpLCwEL/fz+TJk02/dZHNmzdz7LHH4vP5mDhxYkp8oNbQrcDHtYcO5auzTuDUPj14YO1bfLpzYcs7NhmYtyUspUlVVRWdOnVqtrTH46G4uJhevXrRtWtXjjnmGIqLi/nDH34P6J2d06nPnuTm5nDooRMoLS3BX5BDoC6Mqqh88MGHgMabb74BwKpVa9i4oZJ33/mchT+sYPHiJcyZ8y01NXXMn7/YTPkJEolE+gya7i4TjVcST9QSV2ozpnYG3TpB2aUMZXIblFKQOWta24nF4qxcubLlgk2g30+xrVh1czYR1HF3ElFivLHtExY3LGVzZBsrgqtQ26GD1JVThiLF+O26O9h3tWu5Z/U03qv4ockyvXK7c/OYaxidfzDf1c9mfXh1k2XbC1WNpQR+bKE06alh62Lr2RFZTOr9Ee9Z9vcu190dDYVwzAhOn12br6vVLRJWrloJaASDIVavXs3333/P9OnvsnLlSh566GFCoZAZk+2pp54mHA6zdOlSU5g64IADKC0t5be//Q25ubmmMHbLLTdTVFTEKaecTPfu3c3YETk5XizFZVsUe5mUzeJ7nxprKhavQlEjxBI7cTpyU2bmf0rYwtW+RUeXn/YmNTU1lJU1toYRyc/PJzc3lwMPPBCfz8c55+iWqn/4w+/x+Xz84Q+/Z/DgwZx11pmMHTuGgQMH0K1bF7xeD9XVuoXHBx98SDgc5p//fIgVK1bw+utvM2PGTL77bj7Tpk2nqqqK99//AIDvv5+vx+3ZuhVVVVFV+9147LF/7bVgzTbZEQ3HWbN0296uxj5HXV0d4XCYDRs2sHHjRtasWcPnn3/O1q1beeyxfxGNRk256e9/v5uKigqmTZtORUUFW7ZsMePEHXLIwTgcDm688QZAH9d16dKFiy++iKFDhzJmzBiGDx+O0+mkpKQEh8NBTk7mcZfN7sGWnbJjn3DlW79+PX369OGaa67h/PPPT9k2YMAASkqsTC07duxg5MiRFBUV8de//hWv18s999zDwoULmTdvHoMGDTLLnnDCCZSWlnLZZZcxbdo0Pvroo5QgjC1hmOfVfvp38v1eiMdRVZXLrnqa/y1fy5xzT+TNb8aZ5e9Z+9fkkjGIEi1ALHed8vwJ5tqz8vVMa8saLHP0WXUPIMsO/P58unbtSm6uD78/j0WLFnHRRRfy0EMPc9ttt3L//Q9w9dW/5bXXpjJw4EDWr19vmqxXVlYiyzLhsJgxJj2TVTpiMGNwO/JRtRiy5CKmNAj7iMcRrTckM1NYQo1QGFdRtDhlrl7UJy2JFtaK6ZuNYMvGOVujnLDuZ/fCY8y1Q7VR5rIjaWnkFmYYtil1xNUwP4bfIt/bD6fDxxDG8m3DC/TwHMSy8MetrAeAQv/+A+nUqTPffavHcJBlwYw12bEc4bvAXHdCV8v0dUG1xvyGmfwYno/bpbf1cIpLgn6fC/2WC1tdcHXy2BqQbsov4XLqZrJl/iHm2mM8k8zl83vrisWJIzdZu6nWdTdUO5m+eT1/W7iAXjnFnNJ5BNUR/d5Whq2Osshj3duIonc1bzXMNNftDFjvW3Gu/m7Whq1sc2KGnEE+PSV0T8nKAteQVIDWSpbQOsLT1Vy+oHeUL6qWc++adxhaWshlwwfw62OHWnVao7uZbVhbzPJQFaMPO4SVX2zmrW3z2Bqt4byuJwFQE7fe1YqIfh+W1FgWM2sUKzNUXNLrlK8Wmuu6CMpDI9TAG1V3k3371kh//xpnlcumXVqufMa7uC1gDTpj8QrSM2dKkv5uOmQ/I/N+ZpatlnQF1tqa95NrVCCRxbWk07w1ohGst7i4GEmSmDBhApFIiI8++pCuXbsxLH4Gi9S32LZzM7/+9W+ZMuU1DjvsUL7/fj45OTnU1dURCASIRCLmIG9A0Zkk1DCVoR/A4UGW3TSEVgrX3thaspOrD6qWoNTVkzznYLxyHqqgDNssW4rMrYHvAHA789A0hWBkzT5vam187wp8Q3aLOXpdaOk+f486Ih1RfjLa0pLjLyLP5ea7bbprzLJ6S9n7SYXVp8+qeyir44pZx/JzegIQS1iyUyCsf399Ph+apjFu3DhWr17NuHFjeeutt/n973/Hf//7JFdeeQUffPAhQ4cOYfPmLdTX15Obm8vy5cvp0qULq1atMjPltoW2uBKJbooup7V/QtG/7/HEzvRddhlDTgArS5Zel8YD2mhctxqJxC03LXHQ1BaXKYOLL76ITz7RB+uZ5tNzvd3MZbczzzpn0tXKkIf0OmXKsiY+DzF+YOPhkeEW5xbampGFFWCQpodB6Oyx7pFLtr5tQSMUQMJqO1tlPcmNGFZCESxy48nMjg3hzea6hODKJyXdn0RXV9FVyufRXfhE13MDVbC+L3JaYQwGaHo4iR4+SxbNdzX+RoeScl1+uR9viZ8Ni3XllCHvhROW5V5N8joq5W3COkvGNK7TIbhGijJgVNHf5dpA9uO03YHxLorW6pnalSTkF/N6LLnVyNAejW9vtE97I0kSubm5OJ1OOnXqxPjx45BlmZdeeplrr72Of/7zMW655VqeeeZZjj/+OObN+46cnBwikQjbtm3D5/OZSZhUVTXdkAG05PvVkou1123J5EbfIWalFN1io3Hd9dmY+NM0DVWt3adlA1t2ah37VFa+nj17MmHChGbL3HfffezYsYPZs2fTq5feyR566KH069ePv/zlL0yZMsUs++WXX7J161by8/M5/PDDefbZZ6mqqkoR1FqLLMs8ePhYvtxSyb3zFjOQcS3vJCBJMkVF+Who9OvXk5wKL2NOHcayx2fyi+uP5tWHZ9G9e3cqKioYO3YsFRXbOe6443j55VeIRCL8979PApga9gceeBCATZs2NXlOofakBjRvqoweq8bv7oHf051QbBs7QwsQM/o1HtgZ8Zp0nLKXwTmWkshIh2uxK0qpXcMl5+By+KmPrMbn7sqqxCxkyUFn11CWhT9p0zHXr1/Ptm3bgbwWy2ZiSO54FoXmEovvEKxmxMDOjbXmulIqmmFby4aSKwPbeHv7d7w2fDgeh9WRxlUVlywjSxKn9ehDZ20wj6/7ghH53ZjV9lAWu42IEucfa6Zz5oCePHP8ITgymDkbWR5n12zihqfupJdcSlWsgQlFA3Zz7VrTvtMz44nr22J12RzGefTja1ocWW7JXbipDJstISqxIdN1aJpGPB6nokJX/n344YdEoyE0TWPLlq2MLPQzRD2DbTzKE0/8C6fTw9dfz8bpdBKPxxk4cCAbNmzgzDPP4N///g9XXXUl77+wmSuuPYdHHtlEQN2IhJecHC+JRAJVNVLMp1qcHZp/HgktjlNypQwqfmqoqEjt3B9rbWo7Nq1hX5CfdhVZlunWrQuVlTs56piD+WzGHC674nz+98IbXH7F+bzx1guMGDGcrVu30dDQQGlpCWVlZSxduhSAJ598ilAoxD//+RCAmQlOZNWqVQBtVkrZtJ433niTWKzDz6H/pHG6HaiK3Y93NPQkO7pSuLa2lm3btiWTQSX45z91l2BjvPjss8+Z2Tq7du2KoiiMHz+OrVu3csMN13PPPfdyyy3X8/zzLzFp0kS+//57XC4X4XADO3bswOFwUFtb264xRfcnbNkpO/YpxVQ2vPXWWxx11FGmUAW6KfaZZ57Jiy++SCKRwOnUL7tfv348/vjj/OY3v2HatGm4XC6Ki4ubOnSTaG4nmtsFOfrMQv6QfC44ZCAPz1rMaYOiOCUHkiyRl9uLLl07sXbdd/h8PurrA/zud9fy2GP/4uSTT+Kdd97itNNOZePGWhKJBJsrl1Me6MmMqYvo5/Mz5/Fv6OXKYea2IIqS4NNPPwNUNm7c1I5mzobrSlNYAZWrw0uoDi8VyjdnbaUzShppLotWJqvCs4RjpFuH7NqL7JSsuE4OQSmTk1S4+JzWulpFLxtTYqiqQl14JbVaApCYWf9PGgdEz46yslL69OnH7Nmz9XN7upvbSnz6LHQXr1VPwyoHIN8tkY+fHgVHE4ptQ5Kc7AjOJz3jWG1gEanWNGIQbNGaTSWe2IE+n2PNhg0q0PetilXxl1WvMKAwH9f555ObmyyzpYKPF6zD7XQwaYQ+azLiqxq+WbCawb2G8cl2fdb7vZCV8aNrxLLIciQDd1c2LDDXibOo9RFdeSrOzHZ3H2Qu95H0Wb9cp6UoU5LCqkMrTLlfBpWxSuKawu+PHYG3uz5T4xhnxUHw9q7CIcsMKq/gXkd/Tqzqxr1vfsFLh06gh99PbY0+g1kVsGaJ1gZ0JU0oYc3q1dcUmcu1WjLgqvDBWKFtNJc3R0W3mNYolZoKvN+29yOavPfi/Y7F0+OEaXT3H47PpbsLH1FgBU/9pNaYJUvQ2HorG3SlVK6zM8HEdorc/amJrWlx/3PPPYcXX3weXfaReL/2weQW/X1IJBJCDCpdKQzw8MMPAyoPP/xPQObO+3RLr8LCAkKhIGVl5QwaNJiVK1fSqVMZ3377DccccxQzZnzGhRf+kq8+/YaevbqyYf1W/DllhIIR8jTr3tUnhMC0yfuo/28LaTb7BntafupyhEa+V+OgT/SYJw7JstDZFLQmcb6NdUFRFPr2K2HZsmWcfPLJfPTRR1x22a/45JMZjB59EJWVOwiHFfLy/AQCNdRVh3BKHqa9NQsl7uTf/3qN2sBaVq1cC+hBupcvX47T6TQtx4PBPZNtsy3WQ0bQYEi1RFLaEPw5+3O6hWVLPjEStohBqg3rpFDUsobZlcDrIocccgjLly9nw4YNKYGUncmA7GI9cxzWtzievDduZ6G5LpOVSmueh2EdIlqN9dAGm8uD83T5oDzH+o65hc92TUz/Q26wZIodSbmzJrzWXJfJKk20khKDzEtGghghQL34Xc9LBj13S9Z2Y0DrEBKqdFGt975Pnn6f+wtzqaVuy/rJLevftaRhFG5PmLis0iPpGRtU9OusjVny2raQfi5fyHpesmxtr5f076YqJJOJCElFgpHdb2HUGkR3fkVp3NY9QjB5j6vQXBYTMuwKooVopiQLmbjmmqtNRVSmdm8o3I0x5dSprwNwzz33AvD3v+ueP2+8sZnc3FwcDge9evWirq6OM844nWeffY4bb7yBe+65l5tvvolnnnmW0aMPZunSFUiSRCwsEwyGURRLLjL6DrD6DOt+2vLTT419IsaUwb333ovb7cbn83HooYcybdq0lO3hcJg1a9YwYsSIRvuOGDGCcDjM2rVWx//444/zz3/+k4KCAq655hqee+65XUjpKYEn+UHsO5IThvakLhxjs7eO3icdSMnwHowePYLu3brgdDqJxWLIsszTTz+Doii88847ALz99tv8uHgZy5etYsWK1USCMYK14dQzSU4cjkKM4NBXX/3bNta5mWtp8pdejgzrd4X2VUq1FUmScDhyk6bsu16P2trapBl625ElJ35PD3LdXUi99+mBmtOtzcSYTWJGv8wd/qdVM8lzu3jz+KPIy/WmbKuoDfG7pz/llCc+4L4ZC7hm9mwOLC6m0NO2oO67m/Uh3a3ggPLCjNtXbK1mfaXugkBOLodPPISEprIh2Ha3g91LS+9ke54HQDaVUk0jKqWy/aRY+/TJPY7uvsOoia0iGyHk+edfaGPcldT2H4mEiERCbN++nfr6ABs3buKTTz5hw4YNfPvtPEBixoxPAI3PPpuJw+HA6XTQp283+g/qzilnHUr33mVc8vvjcThkzj1Pd/scM244sizhdjtpmxVZx8aOk7Bv0mHlp+TA1NWzC8gSnScdQE7nQkafMpQBE3rRf1xPzjzzJLp06cTAgQOQJIlNmzYRj8d58cX/sXr1aqZMeY2ZM2fy7bff8emns6iqqmbhD7q1U011XZOn1jSNa665uvV1ttmjLFmyxLT6sOmY+LsVkdtp/3Al2p8xlFK7SjQapbq6mh07dvDdd9+xc+dOnnzyKRKJBHfffQ+apnHPPfdSU1PDggU/4nQ6cTgcjJ9wEKVlxVx3/RXIsswNN16FLMv8/LwzKCjI54ADDiA3Nxev19tyJfYxbNkpO/YJiymPx8Pll1/O5MmT6dKlCxs3buTRRx/ltNNO48knn+Syyy4D9ECWmqZlnLUz1umpdHUmTpzIxo0bWbduHb169Wp1IDgj60m93AViQXA4IRhF21rJgNJ8vvjjGaz4xMfSaXra4znL5gEQjRuaYIlAwNCcGwM7LaWhxZMxdGKqNeDTt8vIcj6qWs/dd7dPR5M9Wtr/6eszldevLa5ZqU/FoObWNbdX0HHrnKroqy+c36nqArF4bxPJ7akve7pFWGvrJJGbm5f0/9UaHd+YLYipVt2iQjynqGqUE7OANXevrfNmLmsdWzxmJDlDMbnkaI4e1glZgvqAMAsUinLauP6cNq4/n85axvtLNnJG796MLC6mPhYjmvS3F2c/UgPXG9euNVqnr1eT/1uzcuL+RirluCq4FibrnxDOGRO2jy/sw3+G/wINjfqIfixH0LqmzxZv5J/vfc+Fg3tz3oh+zJn3I3N37KC33099PEZDMrZUIGEdM6To3WZUteqZENs1+nlUQUmT2taN/Zp6PrsT65yqGR9AzN6U3n60lFgXUSGmQuqzFZWj2WC95ypx8l096OGbxKbQly0e4/rrr+f+++8zj6NlqHPziJaGRl2aUqjpZTdv3kRZfhdqF9QC4JerWPD9MvxaMU/9cwsAX3w+FyQNWQKPx43DIePz+ejXbwDff/+tbd5us1foiPKTKTu58pD6j6Hhgy/JKSkgFN9C5botBLbu5JsFtagJ/ZvwauWbAKzfsAiAhQsXAAjyk474jmXq31L7Co1EIs4//vGPrOu9N2lqAGJdc/v3L+I5xftofePlRtub+r7vCnl5htmOlnL8TDKDKH9YbSCTPLdriMcUv/+x5DcyoohylrWfIc/F1cZyTlP321xHU7JTY7ky0z0RLZEMiylR2s58Hdb2sGDlktBSLaYiKzYSUWXz3Tb2E2XZWPJGZJKXUuspWtAI72/KOGHvYba7Jp5Hejl9uf2voy3tWpef7t+l87aGWCxqhmEA2LpJTwhx/31PAPCP//sXqqrwxeezkSRwOBwMGjSQeDzBsGFD+eyzmVRUbLXlp58QHS74eXoGN4fDkXEWLh6PM378eDZu3Mj27dtxOp1s3bqVbt26ce+993LTTTellH/llVc4//zzmTNnTotxFprilVde4a9//Ss7duwgEAgQjUZb3snGxsbGxgZdSZCXl0dpaSl/+ctfOO+88/Z2lbLGCOCZ6+23WwJ47g8B4vc2HVV+smUnGxsbG5tdYV+Vn2zZqXV0KIspI3uMyMyZMzniiCMalXW5XJx77rncfPPNrFq1igMOOICioiIkSUqZ1TOortb9b9sSQ0o8Z0lJCQcddBCDBg1i6NCh9O3bl759++6CC+Cuo6oqRUVFTJ06lWOPPXav1cOmaQKBAN26dWPOnDkMGTKk5R1s9jjLli1jwoQJbNmyBb/f3/IONnuFjz/+mJ/97GfU1NQgZwhm39HQNI21a9eydu1afvzxR1asWMH69etxONpXQLH5adOR5SdbdrLZFWz5qeNjy08dn31NdgJbfvop0qEUU127dmXevHkp68T0xOkYxl7GC5aTk0P//v1ZvHhxo7KLFy8mJyeHvn37trl+Z599NmeffXab99+duFwu1q1bt99oTPc3jA91LBazn1EHxYhb1Llz533mo/1TZOPGjTidTgoLC/d2VbJm1KhRjBo1irPOOmtvV2WX0dqcgbGlY9rsCh1ZfrJlJ5tdwZafOj62/NTx2RdlJ9h/5CdbdsqODqWYcrvdjBkzJquy8XicKVOmUFpaSv/+/c31Z5xxBg899BCbNm2iR48eADQ0NPDmm29y6qmnmhll9jd8Ph9r1qzZ29WwaQLjQ11bW7t3K2LTJEYWEluo6tisW7eu1fEAbdqP3RFsc38M4LmnseWntmHLTh0fW37q+NjyU8fHlp32LrbslB37hJTxxz/+kXg8zsSJE+ncuTObNm3i0UcfZcGCBTz77LMpJn3XX389L774IieddBJ//etf8Xg83HvvvUQiEe644469dxG7mYKCAjZs2LC3q2HTDJIkmR9vm45HIBDYq24lNtmxceNGIRiujY1Nc9jyU/PYstO+gS0/dWxs+anjY8tONvsC+4RiatiwYfznP//h5Zdfpr6+nry8PMaNG8dHH33UKC5AWVkZX375Jddffz0XXXQRiUSCgw8+mFmzZjF48OC9dAW7nzvuuIOSkpK9XQ2bZrjuuusYO3bs3q6GTROMHDmS3//+93u7GjYtcOWVV3LSSSft7Wr8ZLFn/fYtbPmpeWzZad/Alp86Nrb81PGxZae9iy07ZUeHy8pnY2NjY2Nj07EwMst43T2RpPZ119A0lUhs436VWcbGxsbGxsbmp40tO7WOfcJiysbGxsbGxmbvo7Vz8M7ddUwbGxsbGxsbm46ALTtlhx2lzsbGxsbGxsbGxsbGxsbGxsZmr2BbTNnY2NjY2NhkhR0nwcbGxsbGxsYme2zZKTtsiykbGxsbGxsbGxsbGxsbGxsbm72CbTFlY2NjY2NjkxX2rJ+NjY2NjY2NTfbYslN22BZTNjY2NjY2NjY2NjY2NjY2NjZ7BVsxtRdZsGABJ510Ej179iQnJ4fi4mIOPvhg/ve//6WU++qrr7jssssYPXo0Ho8HSZJYv359k8d99NFHGTx4MB6Phz59+nDnnXcSj8cblXviiSfo3LkzpaWl3Hnnne19efsF2T4jgPnz53PMMcfg9/spLCzkzDPPZO3atY3KSZKU8Xfvvfc2Kms/o5bZHc8I7Peovfnss8+49NJLGTx4MLm5uXTr1o3TTjuN77//PqWcpmk88sgj5r3v0qULv/71r6mpqWl0TPtd2huou+lnY5M9tvzU8bHlp46PLT/tG9jy0/6ALTtlhWaz15g5c6Z25ZVXai+++KL22WefadOnT9d+/vOfa4D2t7/9zSx3xx13aL169dJOP/107YgjjtAAbd26dRmPedddd2mSJGm33HKLNnPmTO0f//iH5na7tcsvvzyl3Ny5c7XS0lLt1Vdf1aZNm6b16dNHmzp16u683H2SbJ/RsmXLtLy8PO2www7T3nvvPe2NN97Qhg4dqnXt2lWrrKxMOSagnX322dqcOXNSflu2bEkpZz+j7Ngdz8h+j9qfs88+WzvyyCO1xx9/XJs1a5Y2depUbcKECZrT6dQ+/fRTs9wf//hHTZZl7cYbb9Q+/vhj7aGHHtLy8/O10aNHa7FYLOWY9ru056irq9MAzeko1VzO8nb9OR2lGqDV1dXt7cu02Uew5aeOjy0/dXxs+WnfwJaf9l1s2al12IqpDsj48eO1Hj16mH8rimIu33fffU0KVjt37tS8Xq92xRVXpKz/+9//rkmSpC1ZsiTlOH/4wx/Mvx9++GHt6quvbser2L9Jf0Y/+9nPtNLS0pTOYf369ZrL5dJuvPHGlH0B7be//W2L57Cf0a7R1mdkv0e7h4qKikbrGhoatE6dOmlHH320pmmatnnzZs3hcGjXXHNNSrmXX35ZA7T//ve/Kevtd2nPYQtXNvsCtvzU8bHlp46PLT91LGz5ad/Flp1ah+3K1wEpLS3F6bTi0stydo/pww8/JBKJcMkll6Ssv+SSS9A0jbfffttc169fP9577z1WrFjBpk2beO211xg0aFC71P+ngPiMEokE7777LmeddRb5+flmmV69enHkkUfy1ltvtekc9jPaNdr6jOz3aPdQXl7eaJ3f72fIkCFs2rQJgLlz56IoCieeeGJKuZNPPhmAN954o03ntp9T+6Gh7pafjU17YMtPHR9bfur42PJTx8KWn/Z9bNkpO2zFVAdAVVUSiQQ7duzg8ccf56OPPuKmm25q9XF+/PFHAIYPH56yvkuXLpSWlprbAU4//XTGjx/P4MGD6dmzJ8XFxVxxxRW7diH7Mc09ozVr1hAOhxkxYkSj/UaMGMHq1auJRCIp619++WVycnLweDyMHj2aZ599ttG+9jNqHe31jOz3aM9RV1fH/PnzGTp0KACxWAwAj8eTUs7lciFJEosWLWp0DPtdsrH56WLLTx0fW37q+Njy076HLT/Z7I84Wy5is7v5zW9+w3/+8x8A3G43jzzyCFdeeWWrj1NVVYXH4yE3N7fRtuLiYqqqqsy/JUnihRde4N577yWRSNCzZ8+2X8BPgOaekXFfi4uLG+1XXFyMpmnU1NTQpUsXAM4//3xOOukkevToQWVlJU8//TSXXnopa9eu5W9/+5u5r/2MWkd7PSP7Pdpz/Pa3vyUYDHLbbbcBMGTIEAC+/vprjjzySLPc7Nmz0TQt5d6D/S7tDTRNo70DburHtLFpPbb81PGx5aeOjy0/7XvY8tO+hS07ZYetmOoA3HrrrVx22WVUVlYyffp0rr76aoLBINdff32rjyVJUqu2de3atdXn+CmSzTPK9t6/9NJLKdvOOussTjnlFO69916uvfZaysrKUrbbzyg72vMZ2e/R7ufPf/4zL730Eo8++iijR48G4MADD2TSpEncd999DBo0iMmTJ7N06VKuuuoqHA5HI7cc+12ysflpY8tPHR9bfur42PLTvoUtP9nsr9iKqQ5Az549TQ204Rt8yy23cNFFFzXqGJqjpKSESCRCKBTC5/OlbKuurjY7L5vW09wzKikpAWg0GwH6fZckicLCwmaP/4tf/IJ3332X7777jhNOOKF9K/8Tob2ekf0e7X7uvPNO7rrrLv7+979z9dVXp2ybOnUqF198Meeccw6gz97+4Q9/YMaMGdTW1rZ4bPtd2t0oQNMDj7ax/8362ewZbPmp42PLTx0fW37ad7Dlp30VW3bKBjvGVAdk3LhxJBIJ1q5d26r9DJ/uxYsXp6zfvn07O3fuZNiwYe1Wx5864jPq168fOTk5je476M+if//+eL3eZo9nmGNmG6jVpmXa+ozs92j3cuedd3LHHXdwxx13cOuttzbaXl5ezvvvv09FRQULFy6ksrKSv/71r6xcuZJJkya1eHz7XbKx+eliy08dH1t+6vjY8lPHxJafbPZ37JbXAZk5cyayLNO3b99W7Xf88cfj9Xp57rnnUtY/99xzSJLE6aef3n6V/IkjPiOn08kpp5zCm2++SUNDg1lm48aNzJw5kzPPPLPF47344ou4XC57Nqkdaeszst+j3cff/vY37rjjDv70pz9x++23N1u2vLycESNGUFBQwL///W+CwWCj2cFM2O/S7kXT1N3ys7FpD2z5qeNjy08dH1t+6njY8tO+jS07ZYftyrcXueKKK8jPz2fcuHF06tSJnTt3MnXqVKZMmcINN9xgmqHv2LGDzz//HLBmIT744APKysooKyvj8MMPB/TAgn/605/485//THFxMcceeyzz5s3jjjvu4LLLLjMD49lkT7bP6M4772Ts2LGcfPLJ3HzzzUQiEf7yl79QWlrKddddZx7vvvvuY+nSpRx99NF0797dDDj48ccfc8cdd1BaWrq3LnWfpb2fkf0e7R4eeOAB/vKXv3D88cdz0kknMXfu3JTtEyZMAODJJ58E9BTFtbW1fPDBBzz99NPcfffdHHTQQWZ5+13aW6jY5ug2extbfur42PJTx8eWn/YNbPlpf8CWnbJCs9lrPPPMM9phhx2mlZaWak6nUyssLNQOP/xw7cUXX0wpN3PmTA299TX6HX744Y2O+/DDD2sDBw7U3G631rNnT+3222/XYrHYHrqq/Ytsn5Gmadp3332nHX300ZrP59Py8/O1008/XVu9enVKmWnTpmmHHnqoVlZWpjmdTi0vL0877LDDtFdeeWVPXdJ+R3s/IwP7PWpfDj/88Cb7MfFT9J///Ec74IADNJ/Pp/n9fu2www7T3n777UbHs9+lPUtdXZ0GaJLk02Q5t11/kuTTAK2urm5vX6bNPoItP3V8bPmp42PLT/sGtvy072LLTq1D0rT9MNegjY2NjY2NTbtRX19PQUEBEt5msy61BU3T0IhQV1dHfn5+ux7bxsbGxsbGxmZvYMtOrcOOMWVjY2NjY2NjY2NjY2NjY2Njs1ewY0zZ2NjY2NjYZIW2G2Ia7I5j2tjY2NjY2Nh0BGzZKTtsiykbGxsbGxsbGxsbGxsbGxsbm72CrZiysbGxsbGxyRJ1N/2yJxAI8Pvf/56uXbvi9XoZOXIkr7766q5fmo3N/7d3NyFRrXEcx3/TlDk4FVhQWfZCFmUZlUaabrI0xYUVCb1QoUJZUboKc1ESobaIUGjhwsgIhfKtsrCiDEpQtEUv9rIIy0ARtIUkZTnOXVxGmjvmHa/jPTPN9xNnc57nPOf/bOLHfzznAADgccZnJ8n78xOP8gEAAJ+xa9cutba2qqioSCtWrFBFRYX27t2r4eFh7du3z+jyAAAAvI635ye+ygcAAMbk+LKMNFUmefjLMrJLGnLryzL37t1TSkrKSJhySExMVHt7uzo7O2U2mz1aHwAAwHh5S3aSfCM/8SgfAABwk93j/zSOF3jW1tbKarUqLS3N6Xx6erq6urrU0tLi4f0CAABMhLHZSfKN/ERjCgAAjIPdw8ff+vv7nY7BwUGXO79+/VqrVq3S1KnObyJYu3btyDgAAIB3MS47Sb6Rn2hMAQCAMQUEBGjevHmSbJNyWK1WhYaGatasWSNHYWGhSx19fX0KDg52Oe8419fX58FdAwAA/Dfekp0k38hPvPwcAACMKTAwUB0dHfrx48ekrG+322UyOb9/Yfr06aPO/ec8d8cAAAD+L96UnSTvz080pgAAwL8KDAxUYGCgoTXMnj171F/1vnz5Ikmj/hoIAABgBG/ITpJv5Cce5QP83MuXL5WZmally5bJYrHIYrFo+fLlOnLkiNra2kbm5efny2Qyqbe3d8z1BgYGVFRUpPXr18tqtSooKEjr1q1TQUGBBgYGXOYvWbJEJpNJWVlZLmNPnjyRyWRSVVXVxDcKwOdFRETo7du3Ghoacjr/6tUrSdKaNWuMKAuAHyI/AfAVvpCfaEwBfqy0tFSRkZFqaWlRdna26uvrdffuXeXk5Ki9vV0bN27Uhw8f3F6vp6dH0dHROnfunLZv367a2lrV1dUpOTlZ58+fV3R0tHp6eka9tqysTO/fv/fU1gD8gXbu3KmvX7+qurra6Xx5eblCQkK0adMmgyoD4E/ITwB8iS/kJx7lA/xUU1OTjh07ppSUFFVVVSkgIGBkLD4+XsePH9fNmzdlsVjcXvPgwYN69+6dGhsbFRcXN3I+ISFBKSkp2rJliw4dOqSGhgan62JiYvTmzRvl5eW5/IcJAA7JyclKSEjQ0aNH1d/fr7CwMFVWVqqhoUHXr1+X2Ww2ukQAfzjyEwBf4wv5ib+YAvxUQUGBzGazSktLnULVr9LS0hQSEuLWem1tbXrw4IEyMzOdQpVDXFycMjIydP/+fT1//txpLDg4WLm5uaqpqVFzc/P4NwPAb9TU1OjAgQM6c+aMkpKS1NLSosrKSu3fv9/o0gD4AfITAF/k7fmJxhTgh2w2mxobGxUVFaX58+d7ZM2HDx9Kknbs2PHbOY4xx9xfZWdna8GCBTp16pRH6gHwZ7JarSouLlZ3d7cGBwf14sUL7dmzx+iyAPgB8hMAX+Xt+YnGFOCHent79e3bNy1evNhlzGazaWhoaOSw2+1urdnZ2SlJWrp06W/nOMYcc39lsViUn5+vp0+fqr6+3q17AgAA/F/ITwAwOWhMAXASGRmpadOmjRwXL1702NqOkGYymUYdT09PV3h4uHJzczU8POyx+wIAAEwm8hMA/Hc0pgA/NGfOHFksFn369MllrKKiQq2trbp9+/a41ly0aJEkqaOj47dzPn78KEkKDQ0dddxsNqugoEDt7e0qLy8f1/0BAAAmE/kJACYHjSnAD5nNZsXHx6utrU3d3d1OY+Hh4YqKilJERMS41kxISJAk1dXV/XaOY8wxdzSpqamKjY3V2bNn9f3793HVAAAAMFnITwAwOWhMAX7q9OnTstlsysrK0s+fPye8XlRUlBITE1VWVqampiaX8WfPnunKlStKSkpSZGTkmGtduHBBnz9/VklJyYTrAgAA8BTyEwB43lSjCwBgjNjYWF2+fFknTpzQhg0bdPjwYa1evVpTpkxRd3e3qqurJUkzZ850uu7OnTuaMWOGy3q7d+/WtWvXtG3bNiUmJurkyZPaunWrJOnx48cqLi7WypUrdfXqVbdqS01N1a1btya+UQAAAA8hPwGA59GYAvxYVlaWYmJiVFxcrEuXLqmrq0smk0kLFy7U5s2b9ejRI8XHxztdk5GRMepadrtdc+fOVXNzs0pKSnTjxo2RX+zCwsKUl5ennJwcBQUFuVVbYWGh6uvrZbPZJrZJAAAADyI/AYBnmezufssUAAAAAAAA8CDeMQUAAAAAAABD0JgCAAAAAACAIWhMAQAAAAAAwBA0pgAAAAAAAGAIGlMAAAAAAAAwBI0pAAAAAAAAGILGFAAAAAAAAAxBYwoAAAAAAACGoDEFAAAAAAAAQ9CYAgAAAAAAgCFoTAEAAAAAAMAQfwHfVjBc43IkXQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(tsmap_postfit['sqrt_ts'],roi=gta.roi).plot(levels=[0,3,5,7],vmin=0,vmax=5,subplot=121,cmap='magma')\n", "plt.gca().set_title('Sqrt(TS)')\n", "ROIPlotter(tsmap_postfit['npred'],roi=gta.roi).plot(vmin=0,vmax=100,subplot=122,cmap='magma')\n", "plt.gca().set_title('NPred')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking to the TSmap it is quite clear that the model does not fit sufficiently well the data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Residual Map" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "residmap() calculates the residual between smoothed data and model maps. Whereas a TS map is only sensitive to positive deviations with respect to the model, residmap() is sensitive to both positive and negative residuals and therefore can be useful for assessing the model goodness-of-fit. " ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:53:53 INFO GTAnalysis.residmap(): Generating residual maps\n", "2024-08-17 15:53:53 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n", "2024-08-17 15:53:54 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n", "2024-08-17 15:53:56 INFO GTAnalysis.residmap(): Finished residual maps\n", "2024-08-17 15:54:08 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_postfit_pointsource_powerlaw_2.00_residmap.npy\n", "2024-08-17 15:54:08 INFO GTAnalysis.residmap(): Execution time: 15.86 s\n" ] } ], "source": [ "resid = gta.residmap('SMC_postfit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0},write_fits=True,write_npy=True,make_plots=True)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid['data'],roi=gta.roi).plot(vmin=50,vmax=400,subplot=121,cmap='magma')\n", "plt.gca().set_title('Data')\n", "ROIPlotter(resid['model'],roi=gta.roi).plot(vmin=50,vmax=400,subplot=122,cmap='magma')\n", "plt.gca().set_title('Model')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid['excess'],roi=gta.roi).plot(vmin=-100,vmax=100,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Source Localization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The localize() method can be used to spatially localize a source. Localization is performed by scanning the likelihood surface in source position in a local patch around the nominal source position. The fit to the source position proceeds in two iterations:\n", "\n", "TS Map Scan: Obtain a first estimate of the source position by generating a likelihood map of the region using the tsmap method. In this step all background parameters are fixed to their nominal values. The size of the search region used for this step is set with the dtheta_max parameter.\n", "Likelihood Scan: Refine the position of the source by performing a scan of the likelihood surface in a box centered on the best-fit position found in the first iteration. The size of the search region is set to encompass the 99% positional uncertainty contour. This method uses a full likelihood fit at each point in the likelihood scan and will re-fit all free parameters of the model.\n", "If a peak is found in the search region and the positional fit succeeds, the method will update the position of the source in the model to the new best-fit position." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0021.6-6835 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2351.9-7601 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2338.7-7401 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0146.4-6746 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2336.5-7620 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0002.0-6722 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 16.743 1.54e-06 3.08 237.86 345.4 \n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 \n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 \n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 \n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 \n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 \n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 \n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 \n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 \n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 \n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 \n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 \n", "\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Freeing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:54:10 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:54:10 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.000 16.743 1.54e-06 3.08 237.86 345.4 *\n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 *\n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 *\n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 \n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 \n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 \n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 \n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 \n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 \n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 \n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 *\n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 *\n", "\n", "2024-08-17 15:54:10 INFO GTAnalysis.localize(): Running localization for SMC\n", "2024-08-17 15:54:20 INFO GTAnalysis._localize(): Localization succeeded.\n", "2024-08-17 15:54:20 INFO GTAnalysis._localize(): Updating source SMC to localized position.\n", "2024-08-17 15:54:20 INFO GTAnalysis.delete_source(): Deleting source SMC\n", "2024-08-17 15:54:20 INFO GTAnalysis.add_source(): Adding source SMC\n", "2024-08-17 15:54:22 INFO GTAnalysis._localize(): Localization completed with new position:\n", "( ra, dec) = ( 14.4129 +/- 0.0668, -72.6823 +/- 0.0573)\n", "(glon,glat) = ( 302.2844 +/- 0.0682, -44.4382 +/- 0.0557)\n", "offset = 0.0725 r68 = 0.0786 r95 = 0.1268 r99 = 0.1572\n", "2024-08-17 15:54:22 INFO GTAnalysis._localize(): LogLike: -74004.956 DeltaLogLike: 3.025\n", "2024-08-17 15:54:22 INFO GTAnalysis.localize(): Finished localization.\n", "2024-08-17 15:54:32 WARNING GTAnalysis.localize(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/smc_loc.npy\n", "2024-08-17 15:54:32 INFO GTAnalysis.localize(): Execution time: 21.59 s\n", "2024-08-17 15:54:32 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 17.030 1.54e-06 3.11 247.69 347.5 *\n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 *\n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 *\n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 \n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 \n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 \n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 \n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 \n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 \n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 \n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 *\n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 *\n", "\n" ] } ], "source": [ "gta.free_sources(free=False)\n", "gta.print_model()\n", "gta.free_sources(skydir=gta.roi[gta.roi.sources[0].name].skydir,distance=[3.0],free=True)\n", "gta.print_model()\n", "localsmc = gta.localize(gta.roi.sources[0].name, update=True, make_plots=True)\n", "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The SMC is relocalized at 0.07deg." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "302.2843802597401\n", "-44.43818743693031\n", "0.07855372794773323\n", "0.12676994254429702\n", "0.15719281719266134\n", "0.08167939266245111\n", "0.03284681502270776\n", "2.7860946813452756\n" ] } ], "source": [ "print(localsmc['glon'])\n", "print(localsmc['glat'])\n", "print(localsmc['pos_r68'])\n", "print(localsmc['pos_r95'])\n", "print(localsmc['pos_r99'])\n", "print(localsmc['pos_err_semimajor'])\n", "print(localsmc['pos_err_semiminor'])\n", "print(localsmc['dloglike_loc'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extension Fitting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The extension() method executes a source extension analysis for a given source by computing a likelihood ratio test with respect to the no-extension (point-source) hypothesis and a best-fit model for extension. The best-fit extension is found by performing a likelihood profile scan over the source width (68% containment) and fitting for the extension that maximizes the model likelihood. Currently this method supports two models for extension: a 2D Gaussian (RadialGaussian) or a 2D disk (RadialDisk).\n", "\n", "By default the method will fix all background parameters before performing the extension fit. One can leave background parameters free by setting free_background=True." ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Fixing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Fixing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 17.030 1.54e-06 3.11 247.69 347.5 \n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 \n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 \n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 \n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 \n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 \n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 \n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 \n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 \n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 \n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 \n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 \n", "\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Freeing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:54:32 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:54:32 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 17.030 1.54e-06 3.11 247.69 347.5 *\n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 *\n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 *\n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 *\n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 \n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 \n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 \n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 \n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 \n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 \n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 *\n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 *\n", "\n", "2024-08-17 15:54:32 INFO GTAnalysis.extension(): Running extension fit for SMC\n", "2024-08-17 15:54:43 INFO GTAnalysis._extension(): Fitting extended-source model.\n", "2024-08-17 15:54:49 INFO GTAnalysis._extension(): Generating TS map.\n", "2024-08-17 15:54:52 INFO GTAnalysis._extension(): Testing point-source model.\n", "2024-08-17 15:55:03 INFO GTAnalysis._extension(): Best-fit extension: 1.0934 + 0.0711 - 0.0641\n", "2024-08-17 15:55:03 INFO GTAnalysis._extension(): TS_ext: 363.960\n", "2024-08-17 15:55:03 INFO GTAnalysis._extension(): Extension UL: 1.2048\n", "2024-08-17 15:55:03 INFO GTAnalysis._extension(): LogLike: -73823.018 DeltaLogLike: 181.938\n", "2024-08-17 15:55:03 INFO GTAnalysis.extension(): Finished extension fit.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'spatial_model': 'RadialGaussian', 'width': [], 'fit_position': False, 'width_min': 0.01, 'width_max': 1.0, 'width_nstep': 21, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': True, 'save_model_map': False, 'sqrt_ts_threshold': 3.0, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': True, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}\n", "{'spatial_model': 'RadialGaussian', 'width': [], 'fit_position': False, 'width_min': 0.01, 'width_max': 1.0, 'width_nstep': 21, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': True, 'save_model_map': False, 'sqrt_ts_threshold': 3.0, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': True, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:55:09 WARNING GTAnalysis.extension(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/smc_ext.npy\n", "2024-08-17 15:55:09 INFO GTAnalysis.extension(): Execution time: 37.17 s\n", "2024-08-17 15:55:09 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 37.878 8.09e-06 2.44 611.57 1128.8 *\n", "3FGL J0112.9-7506 2.572 1.156 2.13e-06 1.96 144.09 130.9 *\n", "3FGL J0023.9-7203 2.662 0.614 9.88e-06 2.71 5220.39 1821.4 *\n", "3FGL J0029.1-7045 3.008 0.456 2.05e-06 2.33 262.02 237.5 *\n", "3FGL J0021.6-6835 5.122 2.244 2.22e-07 3.28 12.44 49.3 \n", "3FGL J2351.9-7601 5.495 1.350 2.82e-06 1.99 227.99 181.7 \n", "3FGL J2338.7-7401 5.777 0.573 2.9e-06 2.00 278.99 179.3 \n", "3FGL J0146.4-6746 6.423 0.628 1.73e-06 2.33 240.73 193.3 \n", "3FGL J2336.5-7620 6.454 0.350 1.25e-06 2.25 102.13 125.3 \n", "3FGL J0002.0-6722 7.153 0.380 1.61e-06 1.95 86.39 89.3 \n", "isodiff --- 0.692 0.0217 2.12 676.40 6299.0 *\n", "galdiff --- 1.145 0.143 0.03 7143.72 18803.3 *\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'name': 'SMC', 'file': None, 'config': {'spatial_model': 'RadialGaussian', 'width': [], 'fit_position': False, 'width_min': 0.01, 'width_max': 1.0, 'width_nstep': 21, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': True, 'save_model_map': False, 'sqrt_ts_threshold': 3.0, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': True, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}, 'width': array([0. , 0.01 , 0.01258925, 0.01584893, 0.01995262,\n", " 0.02511886, 0.03162278, 0.03981072, 0.05011872, 0.06309573,\n", " 0.07943282, 0.1 , 0.12589254, 0.15848932, 0.19952623,\n", " 0.25118864, 0.31622777, 0.39810717, 0.50118723, 0.63095734,\n", " 0.79432823, 1. ]), 'dloglike': array([8.87500581e-03, 8.89457057e-02, 1.41157321e-01, 2.23933190e-01,\n", " 3.55122161e-01, 5.62932322e-01, 8.91950311e-01, 1.41254769e+00,\n", " 2.23503559e+00, 3.53109577e+00, 5.56481404e+00, 8.73004458e+00,\n", " 1.36037513e+01, 2.11754961e+01, 3.24697750e+01, 4.76795822e+01,\n", " 6.78030356e+01, 9.15188988e+01, 1.17996216e+02, 1.44955740e+02,\n", " 1.67622887e+02, 1.80764122e+02]), 'loglike': array([-74005.1786194 , -74005.0985487 , -74005.04633708, -74004.96356121,\n", " -74004.83237224, -74004.62456208, -74004.29554409, -74003.77494672,\n", " -74002.95245881, -74001.65639863, -73999.62268036, -73996.45744982,\n", " -73991.58374308, -73984.01199828, -73972.71771941, -73957.50791224,\n", " -73937.38445878, -73913.66859556, -73887.1912784 , -73860.23175435,\n", " -73837.56460768, -73824.42337222]), 'loglike_ptsrc': -74005.18749440277, 'loglike_ext': -73823.01773091055, 'loglike_init': -74004.9561323451, 'loglike_base': -74004.95613234458, 'ext': 1.0933767912733279, 'ext_err_hi': 0.07109192793837393, 'ext_err_lo': 0.06411074889633661, 'ext_err': 0.06760133841735527, 'ext_ul95': 1.2048203430381166, 'ts_ext': 363.9600496524654, 'ebin_e_min': array([], dtype=float64), 'ebin_e_ctr': array([], dtype=float64), 'ebin_e_max': array([], dtype=float64), 'ebin_ext': array([], dtype=float64), 'ebin_ext_err': array([], dtype=float64), 'ebin_ext_err_hi': array([], dtype=float64), 'ebin_ext_err_lo': array([], dtype=float64), 'ebin_ext_ul95': array([], dtype=float64), 'ebin_ts_ext': array([], dtype=float64), 'ebin_dloglike': array([], shape=(0, 22), dtype=float64), 'ebin_loglike': array([], shape=(0, 22), dtype=float64), 'ebin_loglike_ptsrc': array([], dtype=float64), 'ebin_loglike_ext': array([], dtype=float64), 'ra': 14.412865854314223, 'dec': -72.68225179787527, 'glon': 302.2843802597401, 'glat': -44.43818743693028, 'ra_err': nan, 'dec_err': nan, 'glon_err': nan, 'glat_err': nan, 'pos_offset': 0.0, 'pos_err': nan, 'pos_r68': nan, 'pos_r95': nan, 'pos_r99': nan, 'pos_err_semimajor': nan, 'pos_err_semiminor': nan, 'pos_angle': nan, 'tsmap': , 'ptsrc_tot_map': None, 'ptsrc_src_map': None, 'ptsrc_bkg_map': None, 'ext_tot_map': None, 'ext_src_map': None, 'ext_bkg_map': None, 'source_fit': {'param_names': array([b'Prefactor', b'Index', b'Scale', b'', b'', b'', b'', b'', b'',\n", " b''], dtype='|S32'), 'param_values': array([ 3.80295510e-12, -2.44931298e+00, 1.00000000e+03, nan,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'param_errors': array([2.58624519e-13, 6.42339874e-02, nan, nan,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'ts': 611.1870060004003, 'loglike': -73823.20746957653, 'loglike_scan': array([-74128.80097258, -73825.93143347, -73825.28378516, -73824.72624125,\n", " -73824.25759688, -73823.87667311, -73823.58231612, -73823.37339652,\n", " -73823.24880858, -73823.20746958, -73823.23530412, -73823.31853471,\n", " -73823.45658625, -73823.64889326, -73823.89489966, -73824.19405851,\n", " -73824.54583185, -73824.94969048, -73825.40511374, -73825.91158936]), 'dloglike_scan': array([-3.05593503e+02, -2.72396389e+00, -2.07631559e+00, -1.51877168e+00,\n", " -1.05012731e+00, -6.69203534e-01, -3.74846547e-01, -1.65926942e-01,\n", " -4.13389986e-02, 0.00000000e+00, -2.78345442e-02, -1.11065129e-01,\n", " -2.49116669e-01, -4.41423684e-01, -6.87430081e-01, -9.86588934e-01,\n", " -1.33836228e+00, -1.74222090e+00, -2.19764416e+00, -2.70411979e+00]), 'eflux_scan': array([0.00000000e+00, 7.04560416e-06, 7.15812757e-06, 7.27065098e-06,\n", " 7.38317439e-06, 7.49569780e-06, 7.60822121e-06, 7.72074461e-06,\n", " 7.83326802e-06, 7.94579143e-06, 8.03865789e-06, 8.13152434e-06,\n", " 8.22439079e-06, 8.31725725e-06, 8.41012370e-06, 8.50299015e-06,\n", " 8.59585661e-06, 8.68872306e-06, 8.78158952e-06, 8.87445597e-06]), 'flux_scan': array([0.00000000e+00, 2.32801772e-09, 2.36519785e-09, 2.40237798e-09,\n", " 2.43955811e-09, 2.47673824e-09, 2.51391837e-09, 2.55109851e-09,\n", " 2.58827864e-09, 2.62545877e-09, 2.65614382e-09, 2.68682888e-09,\n", " 2.71751393e-09, 2.74819899e-09, 2.77888404e-09, 2.80956910e-09,\n", " 2.84025415e-09, 2.87093921e-09, 2.90162426e-09, 2.93230932e-09]), 'norm_scan': array([ 0. , 33.72114219, 34.25969329, 34.79824439, 35.33679549,\n", " 35.87534659, 36.41389769, 36.95244878, 37.49099988, 38.02955098,\n", " 38.47402144, 38.91849189, 39.36296235, 39.8074328 , 40.25190326,\n", " 40.69637371, 41.14084417, 41.58531463, 42.02978508, 42.47425554]), 'npred': 1124.7163051412458, 'npred_wt': 1124.7163051412458, 'pivot_energy': 1000.0, 'flux': 2.6254587684084427e-09, 'flux100': 7.392165341703314e-08, 'flux1000': 2.6248985515839614e-09, 'flux10000': 9.264442424559946e-11, 'flux_err': 2.7168906439654273e-10, 'flux100_err': 5.560784305971406e-09, 'flux1000_err': 2.715674141112498e-10, 'flux10000_err': 2.246638402740639e-11, 'flux_ul95': 2.8420914558108608e-09, 'flux100_ul95': 8.00211003516615e-08, 'flux1000_ul95': 2.841485014197906e-09, 'flux10000_ul95': 1.0028873039074616e-10, 'eflux': 7.945791432206588e-06, 'eflux100': 2.3182262413851603e-05, 'eflux1000': 7.82715795369165e-06, 'eflux10000': 2.3706993183651477e-06, 'eflux_err': 1.3581265902105646e-06, 'eflux100_err': 1.3112443868301805e-06, 'eflux1000_err': 1.3075832694297656e-06, 'eflux10000_err': 6.692979380386534e-07, 'eflux_ul95': 8.601417097408516e-06, 'eflux100_ul95': 2.5095084609808278e-05, 'eflux1000_ul95': 8.472994895651824e-06, 'eflux10000_ul95': 2.5663112131471976e-06, 'dnde': 3.802955098265528e-12, 'dnde100': 1.0701241754967976e-09, 'dnde1000': 3.802955098265528e-12, 'dnde10000': 1.351475633443163e-14, 'dnde_err': 2.5862451866683194e-13, 'dnde100_err': 1.2047398610799943e-10, 'dnde1000_err': 2.5862451866683194e-13, 'dnde10000_err': 2.7139727912342653e-15, 'dnde_index': 2.44931297774592, 'dnde100_index': 2.4493129777570215, 'dnde1000_index': 2.44931297774592, 'dnde10000_index': 2.4493129777348184, 'name': 'SMC', 'spectral_pars': {'Prefactor': {'name': 'Prefactor', 'value': 38.029550982655266, 'error': 2.586245186668319, 'min': 0.0001, 'max': 10000.0, 'free': True, 'scale': 1.0000000000000003e-13}, 'Index': {'name': 'Index', 'value': -2.4493129777468954, 'error': 0.06423398739483856, 'min': -5.0, 'max': -1.0, 'free': True, 'scale': 1.0}, 'Scale': {'name': 'Scale', 'value': 1000.0, 'error': nan, 'min': 1.0, 'max': 100000.0, 'free': False, 'scale': 1.0}}, 'model_counts': array([3.60723502e+02, 2.51370132e+02, 1.71413005e+02, 1.14956223e+02,\n", " 7.60209658e+01, 4.99732415e+01, 3.30567689e+01, 2.21237974e+01,\n", " 1.47988629e+01, 9.91664025e+00, 6.67040997e+00, 4.51911234e+00,\n", " 3.08502516e+00, 2.08939445e+00, 1.39765359e+00, 9.29902637e-01,\n", " 6.16196078e-01, 4.07880277e-01, 2.70384585e-01, 1.79536388e-01,\n", " 1.19093553e-01, 7.85777381e-02]), 'model_counts_wt': array([3.60723502e+02, 2.51370132e+02, 1.71413005e+02, 1.14956223e+02,\n", " 7.60209658e+01, 4.99732415e+01, 3.30567689e+01, 2.21237974e+01,\n", " 1.47988629e+01, 9.91664025e+00, 6.67040997e+00, 4.51911234e+00,\n", " 3.08502516e+00, 2.08939445e+00, 1.39765359e+00, 9.29902637e-01,\n", " 6.16196078e-01, 4.07880277e-01, 2.70384585e-01, 1.79536388e-01,\n", " 1.19093553e-01, 7.85777381e-02]), 'covar': array([[6.68866417e+00, 1.14178333e-01],\n", " [1.14178333e-01, 4.12600514e-03]]), 'model_flux': {'energies': array([ 1000. , 1135.22257894, 1288.73030373, 1462.99573896,\n", " 1660.82579576, 1885.40694302, 2140.35653221, 2429.78106234,\n", " 2758.34232385, 3131.33248647, 3554.7593408 , 4035.44306637,\n", " 4581.12608497, 5200.59776862, 5903.83601091, 6702.16794193,\n", " 7608.45237552, 8637.28692746, 9805.24314083, 11131.13340544,\n", " 12636.31397103, 14345.02893447, 16284.80074193, 18486.87349575,\n", " 20986.71620635, 23824.59409522, 27046.21715093, 30703.47638461,\n", " 34855.2796437 , 39568.50044674, 44919.05512187, 50993.12559891,\n", " 57888.54755052, 65716.38624129, 74602.72546734, 84690.69840085,\n", " 96142.7930507 , 109143.46947334, 123902.13088979, 140656.49656465,\n", " 159676.43077454, 181268.28953953, 205779.85513079, 233605.93783511,\n", " 265194.73520446, 301055.05121965, 341764.49164796, 387978.76759812,\n", " 440442.25712601, 499999.99500797]), 'log_energies': array([3. , 3.05508102, 3.11016204, 3.16524306, 3.22032408,\n", " 3.2754051 , 3.33048612, 3.38556714, 3.44064816, 3.49572918,\n", " 3.5508102 , 3.60589122, 3.66097224, 3.71605327, 3.77113429,\n", " 3.82621531, 3.88129633, 3.93637735, 3.99145837, 4.04653939,\n", " 4.10162041, 4.15670143, 4.21178245, 4.26686347, 4.32194449,\n", " 4.37702551, 4.43210653, 4.48718755, 4.54226857, 4.59734959,\n", " 4.65243061, 4.70751163, 4.76259265, 4.81767367, 4.87275469,\n", " 4.92783571, 4.98291673, 5.03799776, 5.09307878, 5.1481598 ,\n", " 5.20324082, 5.25832184, 5.31340286, 5.36848388, 5.4235649 ,\n", " 5.47864592, 5.53372694, 5.58880796, 5.64388898, 5.69897 ]), 'dnde': array([3.80295510e-12, 2.78747217e-12, 2.04314826e-12, 1.49757721e-12,\n", " 1.09768711e-12, 8.04577544e-13, 5.89735469e-13, 4.32261535e-13,\n", " 3.16837029e-13, 2.32233718e-13, 1.70221580e-13, 1.24768214e-13,\n", " 9.14520195e-14, 6.70320717e-14, 4.91328531e-14, 3.60131679e-14,\n", " 2.63967627e-14, 1.93481751e-14, 1.41817345e-14, 1.03948612e-14,\n", " 7.61917652e-15, 5.58466822e-15, 4.09342388e-15, 3.00037861e-15,\n", " 2.19920342e-15, 1.61196180e-15, 1.18152819e-15, 8.66030981e-16,\n", " 6.34779321e-16, 4.65277565e-16, 3.41036965e-16, 2.49971673e-16,\n", " 1.83223063e-16, 1.34297980e-16, 9.84371025e-17, 7.21519651e-17,\n", " 5.28856085e-17, 3.87638449e-17, 2.84129410e-17, 2.08259840e-17,\n", " 1.52649320e-17, 1.11888181e-17, 8.20112737e-18, 6.01122382e-18,\n", " 4.40607860e-18, 3.22954680e-18, 2.36717805e-18, 1.73508305e-18,\n", " 1.27177302e-18, 9.32178217e-19]), 'dnde_lo': array([3.56079871e-12, 2.59579126e-12, 1.89165667e-12, 1.37816954e-12,\n", " 1.00387437e-12, 7.31129350e-13, 5.32431516e-13, 3.87704341e-13,\n", " 2.82302510e-13, 2.05548163e-13, 1.49659131e-13, 1.08965325e-13,\n", " 7.93364292e-14, 5.77642614e-14, 4.20581787e-14, 3.06230411e-14,\n", " 2.22974080e-14, 1.62356600e-14, 1.18221392e-14, 8.60862134e-15,\n", " 6.26878333e-15, 4.56505067e-15, 3.32445987e-15, 2.42108541e-15,\n", " 1.76324615e-15, 1.28419162e-15, 9.35321584e-16, 6.81249898e-16,\n", " 4.96211030e-16, 3.61443910e-16, 2.63287344e-16, 1.91793394e-16,\n", " 1.39717848e-16, 1.01785214e-16, 7.41535627e-17, 5.40248818e-17,\n", " 3.93613554e-17, 2.86787758e-17, 2.08961098e-17, 1.52259521e-17,\n", " 1.10947513e-17, 8.08471439e-18, 5.89149748e-18, 4.29339168e-18,\n", " 3.12888080e-18, 2.28029542e-18, 1.66190690e-18, 1.21125515e-18,\n", " 8.82831530e-19, 6.43477224e-19]), 'dnde_hi': array([4.06157962e-12, 2.99330736e-12, 2.20677191e-12, 1.62733064e-12,\n", " 1.20026672e-12, 8.85404237e-13, 6.53206870e-13, 4.81939495e-13,\n", " 3.55596212e-13, 2.62383759e-13, 1.93609211e-13, 1.42862946e-13,\n", " 1.05417801e-13, 7.77868276e-14, 5.73975701e-14, 4.23520400e-14,\n", " 3.12497793e-14, 2.30573861e-14, 1.70122844e-14, 1.25517356e-14,\n", " 9.26046535e-15, 6.83202037e-15, 5.04025308e-15, 3.71827933e-15,\n", " 2.74294981e-15, 2.02339027e-15, 1.49254426e-15, 1.10093178e-15,\n", " 8.12043187e-16, 5.98939992e-16, 4.41746304e-16, 3.25797651e-16,\n", " 2.40274891e-16, 1.77196144e-16, 1.30672928e-16, 9.63612671e-17,\n", " 7.10566890e-17, 5.23953911e-17, 3.86337564e-17, 2.84856808e-17,\n", " 2.10025572e-17, 1.54847339e-17, 1.14161960e-17, 8.41637907e-18,\n", " 6.20462392e-18, 4.57395671e-18, 3.37174838e-18, 2.48544924e-18,\n", " 1.83206712e-18, 1.35040712e-18]), 'dnde_err': array([2.58624519e-13, 2.05835192e-13, 1.63623651e-13, 1.29753425e-13,\n", " 1.02579603e-13, 8.08266934e-14, 6.34714003e-14, 4.96779599e-14,\n", " 3.87591828e-14, 3.01500416e-14, 2.33876312e-14, 1.80947316e-14,\n", " 1.39657810e-14, 1.07547558e-14, 8.26471693e-15, 6.33887212e-15,\n", " 4.85301660e-15, 3.70921100e-15, 2.83054990e-15, 2.15687441e-15,\n", " 1.64128883e-15, 1.24735215e-15, 9.46829197e-16, 7.17900718e-16,\n", " 5.43746389e-16, 4.11428471e-16, 3.11016068e-16, 2.34900794e-16,\n", " 1.77263866e-16, 1.33662427e-16, 1.00709339e-16, 7.58259780e-17,\n", " 5.70518282e-17, 4.28981644e-17, 3.22358254e-17, 2.42093020e-17,\n", " 1.81710805e-17, 1.36315462e-17, 1.02208154e-17, 7.65969681e-18,\n", " 5.73762523e-18, 4.29591580e-18, 3.21506866e-18, 2.40515525e-18,\n", " 1.79854531e-18, 1.34440990e-18, 1.00457034e-18, 7.50366191e-19,\n", " 5.60294099e-19, 4.18228907e-19]), 'dnde_ferr': array([0.06584102, 0.07130405, 0.07711512, 0.08318807, 0.08945734,\n", " 0.09587322, 0.10239791, 0.10900247, 0.11566467, 0.12236724,\n", " 0.12909668, 0.13584238, 0.14259593, 0.14935064, 0.15610117,\n", " 0.1628432 , 0.16957328, 0.17628862, 0.18298697, 0.18966652,\n", " 0.19632581, 0.20296369, 0.20957923, 0.21617171, 0.22274057,\n", " 0.22928541, 0.23580592, 0.24230188, 0.24877319, 0.25521979,\n", " 0.26164167, 0.26803889, 0.27441153, 0.28075974, 0.28708365,\n", " 0.29338345, 0.29965935, 0.30591154, 0.31214028, 0.31834579,\n", " 0.32452834, 0.33068817, 0.33682555, 0.34294077, 0.34903407,\n", " 0.35510575, 0.36115608, 0.36718533, 0.37319379, 0.37918173]), 'pivot_energy': 1000.0}}}\n" ] } ], "source": [ "gta.free_sources(free=False)\n", "gta.print_model()\n", "gta.free_sources(skydir=gta.roi[gta.roi.sources[0].name].skydir,distance=[3.0],free=True)\n", "gta.print_model()\n", "extensionsmc = gta.extension(gta.roi.sources[0].name,update=True,make_plots=True,sqrt_ts_threshold=3.0,spatial_model='RadialGaussian')\n", "gta.print_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this specific case SMC is found to be extended with TSext=371 and with an angular extension of 1.19\\pm0.07deg." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.0933767912733279\n", "0.07109192793837393\n", "0.06411074889633661\n", "0.06760133841735527\n", "1.0933767912733279\n", "1.2048203430381166\n", "363.9600496524654\n" ] } ], "source": [ "print(extensionsmc['ext'])\n", "print(extensionsmc['ext_err_hi'])\n", "print(extensionsmc['ext_err_lo'])\n", "print(extensionsmc['ext_err'])\n", "print(extensionsmc['ext'])\n", "print(extensionsmc['ext_ul95'])\n", "print(extensionsmc['ts_ext'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Source Finding" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "find_sources() is an iterative source-finding algorithm that uses peak detection on a TS map to find new source candidates. The procedure for adding new sources at each iteration is as follows:\n", "\n", "* Generate a TS map for the test source model defined with the model argument.\n", "* Identify peaks with sqrt(TS) > sqrt_ts_threshold and an angular distance of at least min_separation from a higher amplitude peak in the map.\n", "* Order the peaks by TS and add a source at each peak starting from the highest TS peak. Set the source position by fitting a 2D parabola to the log-likelihood surface around the peak maximum. After adding each source, re-fit its spectral parameters.\n", "* Add sources at the N highest peaks up to N = sources_per_iter.\n", "\n", "Source finding is repeated up to max_iter iterations or until no peaks are found in a given iteration. Sources found by the method are added to the model and given designations PS JXXXX.X+XXXX according to their position in celestial coordinates.\n", "\n", "This may take a few minutes." ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:55:09 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0021.6-6835 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:09 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2351.9-7601 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:09 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2338.7-7401 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:09 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0146.4-6746 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:09 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J2336.5-7620 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:09 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0002.0-6722 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:09 INFO GTAnalysis.find_sources(): Starting.\n", "2024-08-17 15:55:09 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-08-17 15:55:10 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-08-17 15:55:23 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-08-17 15:55:38 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/sourcefind_00_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-08-17 15:55:38 INFO GTAnalysis.tsmap(): Execution time: 29.35 s\n", "2024-08-17 15:55:39 INFO GTAnalysis._build_src_dicts_from_peaks(): Found source\n", "name: PS J0040.7-7158\n", "ts: 46.841003\n", "2024-08-17 15:55:39 INFO GTAnalysis._build_src_dicts_from_peaks(): Found source\n", "name: PS J0000.6-7354\n", "ts: 46.104493\n", "2024-08-17 15:55:39 INFO GTAnalysis._build_src_dicts_from_peaks(): Found source\n", "name: PS J0102.8-7052\n", "ts: 29.404629\n", "2024-08-17 15:55:39 INFO GTAnalysis.add_source(): Adding source PS J0040.7-7158\n", "2024-08-17 15:55:40 INFO GTAnalysis.free_source(): Fixing parameters for PS J0040.7-7158 : ['Prefactor']\n", "2024-08-17 15:55:40 INFO GTAnalysis.add_source(): Adding source PS J0000.6-7354\n", "2024-08-17 15:55:42 INFO GTAnalysis.free_source(): Fixing parameters for PS J0000.6-7354 : ['Prefactor']\n", "2024-08-17 15:55:42 INFO GTAnalysis.add_source(): Adding source PS J0102.8-7052\n", "2024-08-17 15:55:43 INFO GTAnalysis.free_source(): Fixing parameters for PS J0102.8-7052 : ['Prefactor']\n", "2024-08-17 15:55:43 INFO GTAnalysis._find_sources_iterate(): Performing spectral fit for PS J0040.7-7158.\n", "2024-08-17 15:55:43 INFO GTAnalysis.free_source(): Freeing parameters for PS J0040.7-7158 : ['Prefactor', 'Index']\n", "2024-08-17 15:55:43 INFO GTAnalysis.fit(): Starting fit.\n", "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: UserWarning: \n", "The maximal number of iterations maxit (set to 20 by the program)\n", "allowed for finding a smoothing spline with fp=s has been reached: s\n", "too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " warnings.warn(message)\n", "2024-08-17 15:56:04 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-08-17 15:56:04 INFO GTAnalysis.fit(): LogLike: -73739.790 DeltaLogLike: 20.276 \n", "2024-08-17 15:56:04 INFO GTAnalysis._find_sources_iterate(): {'Index': {'error': 0.18304074506603213, 'value': -2.2299217129037268},\n", " 'Prefactor': {'error': 7.40602918639278e-14, 'value': 2.5441046570305183e-13},\n", " 'Scale': {'error': nan, 'value': 1000.0}}\n", "2024-08-17 15:56:04 INFO GTAnalysis.free_source(): Fixing parameters for PS J0040.7-7158 : ['Prefactor', 'Index']\n", "2024-08-17 15:56:04 INFO GTAnalysis._find_sources_iterate(): Performing spectral fit for PS J0000.6-7354.\n", "2024-08-17 15:56:04 INFO GTAnalysis.free_source(): Freeing parameters for PS J0000.6-7354 : ['Prefactor', 'Index']\n", "2024-08-17 15:56:04 INFO GTAnalysis.fit(): Starting fit.\n", "2024-08-17 15:56:23 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-08-17 15:56:23 INFO GTAnalysis.fit(): LogLike: -73739.249 DeltaLogLike: 0.541 \n", "2024-08-17 15:56:23 INFO GTAnalysis._find_sources_iterate(): {'Index': {'error': 0.18584336256530026, 'value': -2.176247162953392},\n", " 'Prefactor': {'error': 6.303464198979192e-14, 'value': 1.9932647327165067e-13},\n", " 'Scale': {'error': nan, 'value': 1000.0}}\n", "2024-08-17 15:56:23 INFO GTAnalysis.free_source(): Fixing parameters for PS J0000.6-7354 : ['Prefactor', 'Index']\n", "2024-08-17 15:56:23 INFO GTAnalysis._find_sources_iterate(): Performing spectral fit for PS J0102.8-7052.\n", "2024-08-17 15:56:23 INFO GTAnalysis.free_source(): Freeing parameters for PS J0102.8-7052 : ['Prefactor', 'Index']\n", "2024-08-17 15:56:23 INFO GTAnalysis.fit(): Starting fit.\n", "2024-08-17 15:56:43 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-08-17 15:56:43 INFO GTAnalysis.fit(): LogLike: -73733.983 DeltaLogLike: 5.266 \n", "2024-08-17 15:56:43 INFO GTAnalysis._find_sources_iterate(): {'Index': {'error': 0.2559659941766915, 'value': -2.734523187034126},\n", " 'Prefactor': {'error': 9.88113179767037e-14, 'value': 3.730547585510457e-13},\n", " 'Scale': {'error': nan, 'value': 1000.0}}\n", "2024-08-17 15:56:43 INFO GTAnalysis.free_source(): Fixing parameters for PS J0102.8-7052 : ['Prefactor', 'Index']\n", "2024-08-17 15:56:43 INFO GTAnalysis.find_sources(): Found 3 sources in iteration 0.\n", "2024-08-17 15:56:43 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-08-17 15:56:44 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-08-17 15:56:57 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-08-17 15:57:12 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/sourcefind_01_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-08-17 15:57:12 INFO GTAnalysis.tsmap(): Execution time: 29.01 s\n", "2024-08-17 15:57:12 INFO GTAnalysis.find_sources(): Found 0 sources in iteration 1.\n", "2024-08-17 15:57:12 INFO GTAnalysis.find_sources(): Done.\n", "2024-08-17 15:57:12 INFO GTAnalysis.find_sources(): Execution time: 122.47 s\n" ] } ], "source": [ "gta.free_sources()\n", "model = {'Index' : 2.0, 'SpatialModel' : 'PointSource'}\n", "findsource26 = gta.find_sources(model=model,sqrt_ts_threshold=5,min_separation=0.2,tsmap_fitter='tsmap')" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:57:12 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 37.939 8.16e-06 2.43 589.10 1133.7 *\n", "PS J0040.7-7158 1.523 2.544 8.41e-07 2.23 53.63 88.5 \n", "PS J0102.8-7052 1.918 3.731 5.03e-07 2.73 44.61 91.8 \n", "3FGL J0112.9-7506 2.572 1.189 2.16e-06 1.97 151.36 134.3 *\n", "3FGL J0023.9-7203 2.662 0.591 9.78e-06 2.70 5225.68 1795.0 *\n", "3FGL J0029.1-7045 3.008 0.458 2.08e-06 2.33 271.03 239.3 *\n", "PS J0000.6-7354 4.262 1.993 7.53e-07 2.18 53.96 72.2 \n", "3FGL J0021.6-6835 5.122 2.628 2.57e-07 3.29 16.48 57.2 *\n", "3FGL J2351.9-7601 5.495 1.400 2.85e-06 2.01 242.69 191.2 *\n", "3FGL J2338.7-7401 5.777 0.591 2.92e-06 2.01 292.25 185.0 *\n", "3FGL J0146.4-6746 6.423 0.665 1.76e-06 2.35 257.03 201.9 *\n", "3FGL J2336.5-7620 6.454 0.389 1.28e-06 2.29 112.51 135.3 *\n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.41 95.5 *\n", "isodiff --- 0.673 0.0211 2.12 697.34 6126.1 *\n", "galdiff --- 1.100 0.135 0.05 7280.08 17908.1 *\n", "\n", "2024-08-17 15:57:12 INFO GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_relext_TS25_00.xml...\n", "2024-08-17 15:57:12 INFO GTAnalysis.write_fits(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_relext_TS25.fits...\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %f cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "2024-08-17 15:57:27 INFO GTBinnedAnalysis.write_model_map(): Generating model map for component 00.\n", "2024-08-17 15:57:31 INFO GTAnalysis.write_roi(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/SMC_relext_TS25.npy...\n" ] } ], "source": [ "gta.print_model()\n", "gta.write_roi('SMC_relext_TS25',make_plots=True,save_model_map=True)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:57:34 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-08-17 15:57:35 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-08-17 15:57:49 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-08-17 15:58:04 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/TSmap_relext_TS25_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-08-17 15:58:04 INFO GTAnalysis.tsmap(): Execution time: 30.15 s\n" ] } ], "source": [ "tsmap_relext = gta.tsmap(prefix='TSmap_relext_TS25',make_plots=True,write_fits=True,write_npy=True)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(tsmap_relext['sqrt_ts'],roi=gta.roi).plot(levels=[0,3,5,7],vmin=0,vmax=6,subplot=121,cmap='magma')\n", "plt.gca().set_title('Sqrt(TS)')\n", "ROIPlotter(tsmap_relext['npred'],roi=gta.roi).plot(vmin=0,vmax=100,subplot=122,cmap='magma')\n", "plt.gca().set_title('NPred')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:58:05 INFO GTAnalysis.residmap(): Generating residual maps\n", "2024-08-17 15:58:05 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n", "2024-08-17 15:58:07 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n", "2024-08-17 15:58:10 INFO GTAnalysis.residmap(): Finished residual maps\n", "2024-08-17 15:58:22 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/TSmap_relext_TS26_pointsource_powerlaw_2.00_residmap.npy\n", "2024-08-17 15:58:22 INFO GTAnalysis.residmap(): Execution time: 16.72 s\n" ] } ], "source": [ "resid_relext = gta.residmap('TSmap_relext_TS26',model={'SpatialModel' : 'PointSource', 'Index' : 2.0},write_fits=True,write_npy=True,make_plots=True)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABKYAAAH4CAYAAABwouXGAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8fJSN1AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd5wURfq4n568OUcWliVLTpIEwQDmnM8zYDy90zPd/bxTz3BnOM87s1+zGBFBUVARBMlKzjmnzTnvxP79MdMzNUwPu8DCAFvP57PM0F3h7erqmrer3vctRVVVFYlEIpFIJBKJRCKRSCQSieQ4Y4i0ABKJRCKRSCQSiUQikUgkkraJnJiSSCQSiUQikUgkEolEIpFEBDkxJZFIJBKJRCKRSCQSiUQiiQhyYkoikUgkEolEIpFIJBKJRBIR5MSURCKRSCQSiUQikUgkEokkIsiJKYlEIpFIJBKJRCKRSCQSSUSQE1MSiUQikUgkEolEIpFIJJKIICemJBKJRCKRSCQSiUQikUgkEUFOTEkkEolEIpFIJBKJRCKRSCKCnJiSSCQSiURy0vL++++jKAqxsbEh51atWsW5555LbGwsiYmJXHnllezatUu3nNdff50ePXpgtVrJy8vj6aefxul0HmvxJRKJRCKRSI47J5r+JCemJBKJRCKRnJTk5+fzyCOPkJ2dHXJuy5YtjBkzBofDwVdffcWHH37Itm3bGDVqFKWlpUFpn332Wf785z9z5ZVXMnPmTO69916ee+45/vjHPx6vS5FIJBKJRCI5LpyI+pOiqqp6xFckkUgkEolEEiEuueQSFEUhOTmZKVOmUFdX5z937bXXMnfuXHbu3El8fDwAe/fupWvXrjz44IP8+9//BqC8vJycnBxuvvlm3nnnHX/+5557jscff5wNGzbQs2fP43thEolEIpFIJMeIE1F/khZTEolEIpFITjo+++wz5s+fz1tvvRVyzuVy8f3333PVVVf5lSqA3NxczjrrLKZOneo/9tNPP9HU1MT48eODyhg/fjyqqvLtt98es2uQSCQSiUQiOZ6cqPqT6fAuQyKRSCQSSVukqakJh8NxTMpWVRVFUYKOWa1WrFarbvqSkhIeeOABXnjhBXJyckLO79y5k8bGRvr27Rtyrm/fvvz88880NTVhs9nYsGEDAH369AlKl5WVRWpqqv+8RCKRSCQSyeFwIulOcGLrT3JiSiKRSCQSySFpamoiL68dRUUVx6T82NjYIDNygCeffJKnnnpKN/29995L9+7dueeee3TPl5eXA5CcnBxyLjk5GVVVqaysJCsri/LycqxWKzExMbpptbIkEolEIpFIWsqJpjvBia0/yYkpiUQikUgkh8ThcFBUVMGevV8RHx/dqmXX1DTQMfda9u/fH2Q2Hm7F7+uvv2b69OmsXr06ZKXwYA51XjzX0nQSiUQikUgkLeFE0p3gxNef5MSURCKRSCSSFhEfayM+Nqp1C/V4vGXHxwcpV3rU1dXxxz/+kfvuu4/s7GyqqqoA/GbyVVVVmM1mUlJSAHRX6yoqKlAUhcTERABSUlJoamqioaGB6OjokLSDBg06mquTSCQSiUTShom07gQnh/4kg59LJBKJRCI5KSgrK6O4uJj//ve/JCUl+f8mTpxIfX09SUlJ3HjjjXTu3JmoqCjWr18fUsb69evp0qULNpsNCMRGODhtUVERZWVl9O7d+9hfmEQikUgkEskx4mTQn6TFlEQikUgkkpbh8fhX6Vq1zBaSmZnJ3LlzQ46/8MILzJ8/nxkzZpCamorJZOKSSy7hm2++4cUXXyQuLg6Affv2MXfuXB588EF/3vPPPx+bzcaECRMYOnSo//iECRNQFIXLL7/8yK9NIpFIJBJJ2ybCuhOcHPqTnJiSSCQSiURyUmCz2RgzZkzI8QkTJmA0GoPOPf3005x++ulcfPHFPProozQ1NfGPf/yD1NRUHn74YX+65ORkHn/8cZ544gmSk5MZN24cy5cv56mnnuKOO+6gZ8+ex+HKJBKJRCKRSI4NJ4P+JCemJBKJRCKRtIwTYNWvpfTo0YN58+bx//7f/+Pqq6/GZDJx9tln89JLL5GWlhaU9rHHHiMuLo4333yTl156iczMTB599FEee+yxYyKbRCKRSCSSNsJJpDtB5PQnRVVVtbUuQiKRSCQSyalHTU0NCQkJVBR9TXx86LbAR1d2PcmZV1FdXd2iAJ4SiUQikUgkJzpSdzo8ZPBziUQikUgkEolEIpFIJBJJRJCufBKJRCKRSFqGRz0G5ujScFsikUgkEskpitSdWoS0mJJIJBKJRCKRSCQSiUQikUQEOTElkUgkEomkZWgBPFv7TyKRSCSHRNuCfcKECUdVzlNPPYWiKMybN69V5JJIJM0gdacWISemJJI2iqIoQX9Wq5W0tDQGDRrEnXfeyaxZs/C00qDXWsqURCKRSCQSyfFA04+MRiN79+4Nm65nz57+tLNnzz6OEkokEsmpg4wxJZG0cZ588kkA3G43VVVVbNy4kU8++YT333+fIUOG8Pnnn9OlS5cISymRSE4ITrItjyUSieRoMJlMuFwuPvroI5566qmQ84sXL2bz5s3+dBKJRBKC1J1ahJyYkkjaOHqKVnFxMffddx+TJ0/m3HPPZcWKFaSmph5/4SQSiUQikUgiREZGBhkZGXz00Uf84x//wGAIdjZ5//33MZvNnHvuucyYMSNCUkokEsnJj3Tlk0gkIWRkZPDll18yZswY9u7dy3PPPRd0fuXKlfz5z3+mX79+JCcnY7PZ6Nq1Kw899BAVFRVBaceMGcP48eMBGD9+fJD74J49ewAoKCjgmWee4YwzziAzMxOLxUJ2djY33HADGzduPC7XLJFIWoCMkyCRSNoYd9xxB/v27ePnn38OOl5TU8PkyZO59NJLSU9PD5t/xYoVXHnllaSnp2O1WsnNzeWee+6hoKBAN/2OHTu45pprSEpKIiYmhhEjRvD9998fUsYDBw7wpz/9iU6dOmG1WklJSeHSSy9l+fLlh3/BEomkdZG6U4uQFlMSiUQXg8HA448/zrx58/j888/53//+5z/33nvvMXXqVEaPHs25556L2+1mxYoVvPzyy/z4448sX76cuLg4AG699VYSExP57rvvuOyyy+jfv7+/nMTERAAWLFjACy+8wFlnncVVV11FTEwM27dvZ8qUKUybNo3FixcH5ZNIJBFCPQbKkHrqKVcSieTU4Xe/+x2PPPII77//Puedd57/+BdffEF9fT133HEHX375pW7e7777jmuuuQZFUbj66qvp0KEDK1as4O233+a7775j0aJFdOrUyZ9++/btDB8+nPLyci644AL69+/Pjh07uPzyy7nwwgt161i1ahXjxo2joqKC8847jyuvvJKysjK+/fZbRo4cydSpU8PmlUgkxwGpO7UIOTElkUjCMnLkSEwmEyUlJezZs4eOHTsC8Le//Y0333wTo9EYlP6dd97hD3/4A2+++SaPPvoo4J2YAq9ydvnll/v/L3L22WdTXFzsn8zSWLVqFaNGjeLRRx/lp59+avXrk0gkEolEIjkUCQkJXH311Xz55ZeUlZX5Qxu8//77dOjQgXHjxulOTNXV1XHbbbfh8XhYsGABI0aM8J97/vnn+fvf/87dd98dZIn1xz/+kfLycl555RX+/Oc/+49rOtTBuFwurr32Wurr61mwYAEjR470nysoKOD000/ntttuY8+ePdhsttZoDolEIjkmSFc+iUQSFqvVSnJyMgAlJSX+47m5uSGTUgB33XUX8fHxzJo167DqSU9PD5mUAhg4cCBnn3028+bNw+l0Hqb0EomktVFUzzH5k0gkkhOZO+64A4fDwSeffALAmjVrWLlyJePHjw+JO6Xx7bffUlFRwfXXXx80KQXwyCOPkJuby+zZs/07/h04cICff/6ZvLw8/vSnPwWlv+yyyxg9enRIHT/88AM7d+7kvvvuC5qUAsjOzuavf/0rxcXFzJkz54ivXSKRHB1Sd2oZ0mJKIpEcNk6nk3feeYcvv/ySTZs2UV1djUcwUc3Pzz/sMn/44QfefvttVqxYQVlZWcjuNmVlZWRlZR217BKJRCKRSCSHw6hRo+jevTsffPABDz30EO+99x4Gg4HbbrstbJ7Vq1cDcNZZZ4WcM5vNjB49mk8++YTVq1eTm5vrTz9y5Ejdxb8xY8Ywf/78oGO//fYbAHv27NHdzGb79u0AbNmyhYsuuqhlFyuRSCQRQE5MSSSSsNjtdn8w87S0NP/x6667jqlTp9KpUycuu+wyMjMzsVqtALzyyivY7fbDque1117jz3/+M0lJSYwdO5YOHToQHR2Noih8++23rF279rDLlEgkxwC55bFEImmj3H777fz1r3/ll19+4YsvvvDrK+Gorq4GIDMzU/e8ttimpdM+MzIydNPrlVNeXg7A5MmTDyl7XV3dIc9LJJJjiNSdWoScmJJIJGFZuHAhLpeLjIwM8vLyAO/uMlOnTuWcc85hxowZmM1mf3qPx8OLL754WHW4XC6efPJJMjMzWbVqVYhVlLYaKJFIJBKJRBIpbrnlFh577DFuueUWqqqquP322w+ZPiEhAYCioiLd84WFhUHptM/i4mLd9HrlaHm+++47Lr300hZchUQikZyYyBhTEolEF4/Hw7PPPgt4d6TR2LFjB+CNdyBOSgEsW7aMxsbGkLI0k3S32x1yrqysjKqqKkaMGBEyKVVXV8eqVauO7kIkEknr4VGPzZ9EIpGc4KSnp3PxxRdz4MABUlNTueyyyw6ZfsCAAQDMmzcv5JzL5WLRokWAN56mmH7RokW6+pJeOcOGDQO8C4kSieQERepOLUJOTEkkkhBKSkq4/vrrmTdvHh06dODvf/+7/5y2M9/BClJJSQl//OMfdctLSUkBYP/+/SHn0tPTiY6OZsWKFUGm5k6nkz//+c+UlZUd5dVIJBKJRCKRHD3//e9/mTp1Kj/88AMWi+WQaS+//HKSk5OZOHEiS5YsCTr3yiuvsGvXLs4991y/O2BOTg5jx45l9+7dvPHGG0Hpv/vuu5D4UuBdJOzcuTNvvvkmP/74o64cv/32Gw0NDYdzmRKJRHLcka58EkkbRwuW6fF4qKqqYuPGjSxatAiHw8GQIUP4/PPP/VsjA5x++umcccYZfPPNN4wYMYKRI0dSXFzMjBkz6N69O9nZ2SF1DB8+nOjoaF555RXKy8v98RPuu+8+EhISuP/++3nhhRfo06cPl112GQ6Hg7lz51JRUcFZZ53F3Llzj0tbSCSSZpBxEiQSSRsmLy/PH9qgOWJjY/nwww+55pprGD16NNdccw0dOnRg5cqVzJo1i8zMTN55552gPG+++SbDhw/ngQceYNasWfTr148dO3YwdepULrnkEqZPnx6U3mw2880333Deeedx0UUXMWLECPr37090dDT79+9n+fLl7Nq1i8LCQqKjo1utHSQSyWEgdacWISemJJI2ztNPPw2AxWIhLi6O3Nxcbr75Zq666irGjRsXsg2y0Whk2rRpPP744/z444+89tprtGvXjjvuuIPHH3+cnj17htSRlJTE119/zdNPP81HH31EfX09AL///e9JSEjgn//8J2lpabz//vu88847JCQkMHbsWP71r3/x5JNPHvtGkEgkLUMqVxKJRNJiLrvsMhYvXsxzzz3HzJkzqa6uJjMzkz/84Q888cQTIYt5Xbt2ZcmSJTz66KPMnj2befPm0bdvX7799ltKS0tDJqYA+vbty9q1a/nf//7H999/z0cffYTBYCArK4sBAwbw9NNPBy0wSiSS44zUnVqEoqrqqeegKJFIJBKJpNWoqakhISGByk3vER/XuqvuNbUNJPW8k+rqauLj41u1bIlEIpFIJJJIIHWnw0NaTEkkEolEImkZqgpqK6/SyfUxiUQikUgkpypSd2oRMvi5RCKRSCQSiUQikUgkEokkIsiJKYnkMNm5cycPPfRQpMWQRJj777+fvXv3RloMSYR55ZVXmDNnTqTFOH5ocRJa+08ikZzySP1JAlJ/kkjdSepO+siJKYnkMFm9ejWvvPJKpMWQRJjXX3+djRs3RloMSYR55pln+OyzzyIthkQikZzwSP1JAlJ/kkjdSaKPjDElkRwmcXFxyD0DJIDcellCY2MjOTk5kRbj+OFRvX+tXaZEIjnlkfqTREPqT20bqTu1UpmnGNJiSiI5TLSdDzynoAmlpGU4HA4AYmNjIyyJJNI4HA7at28faTEkEonkhEfqTxKpP0lA6k4SfaTF1FHg8XgoKCggLi4ORVEiLY7kOKHd66KiIvnD2kapqqoCvH2hpqYmssJIIobH48Hj8ZCZmRm2H6iqSm1tLdnZ2RgMp8Ba0LGIayBfUtsUUndqu0j9SSL1J0lLdCc4xfQnqTu1CDkxdRQUFBTI2d42TLt27SItgiTCDB48ONIiSE4ALrvssmbT7N+//9QwW1ePgXLV2lsoS05opO4kkfqTROpPkpboTnCK6E9Sd2oRcmLqKIiLiwPgr3kPYTVYMfsmcw1KwOfTZgykd/sOi3O+Wh5xzdAh9DOXGpzX+z2Q2uSry6WGrjqaBDkMwml//WEWKq2+BDZDIH+5I5C4wvfd7hZl9qZ1CMdEmnzHHe7Axbl04gzoHQOwKF6hos2B1tPa1hPUNoHvTo92PnDQZAi9aEszk/BO4X4YFOg2LBcaHRzYVBSSVoudILbDwflF2QFsJiUknSizxZcpxhw43+QO/e4ULj7ovMtbsFMoU2uFKJP+xdt9Hc9DII94Z9w690m7RzHiPRJGGK3txfgS4v3SDge3Q+C71jfEqht9/UmUxyUM1B5C5TQpAfm0fA7VFZLOe03eCzALeeweF0lpsbg8bqrLG0LyGH1pDYjPqUH4rgR9itcmEm0KdBKtvxiF22U1BvJr7Si2rWiJYPZ9dQgNWuf0fmr9A4LbW2s7N+L9UoW0vvshyKwi9jFvpTZD4DpifNcUbwnksQjPZKPvQuqcgXIaBfkcvnsrPh9m3yqaWRhZzUKZTt9F1XsC91i835rMViXwgKVZAwJG+fqw2N7a125je7BmxmZvOUJDxPgavMGl4vDY+bToZf/vhUTS1tGehb91egib0Yr2iIs/R+IvtaZTiceai6zh8elEatCx0O9658OVrXLo83rhPvSO6eUPFyqkpRFEmgs1oqP6HFc0+QZc1odtC3dSXxH623mkHE7IqsN5jWvpvQuW5dApDnU6nGzHKyRXc8aLh2Ovcqiy0jomU11Ui9Our3cFlaMnh87B1pItHK3Zx5p7Vlvrdjd3mUfbjhri9YrX5h8vhcbTvloTosg5LYNtv+0J0vk1Xdbo11ntTCqV+lNbQk5MHQXai5/DY0XB5n+gooNaVZgU0RkE/JNV4sSR8N3mGyWcntCXUBFhnsN/3iWkE+aoAhNoQh6XJ/R7oyBHozv0vPiS6nCrQZ8QPPhrdQa9OAvfm9zeCvQmEgCcPiWzyRW4Uo/qLVR8sRXeHVF0Rli9gVjMY1RClVnxf0YFSrZWEWUyYMLqPabzEizm0ZuI8Qh5tEmLKGHiSZi/87ejeEwU0OD7j3gd4qSkUdEmbzzCMW9iY5ifIaPBowkvXIdQp047+icIBHNbs9AJtG/BExkBtHsfXLRwHb5PcaLE7L/OwLU5hUkHj46K4BQmcbVJCUWYlDAEvxL5yhEnPUzk9WhPbVkDzsqSkOvQ2tas1wGF8+LzoxI64eL0BPq61qYxQttadPpd0DOvU7d4D7V+YREGDz2J7cIKj/acijKL9XiC7o23YJshMCDG+N48bcIMW3Bra30gUKdBCdRp0PqwOKD57qfZGKjHJgy2Brc2wRY4b/AEynTi9tUtNIQamJjS7qNVaG+HW8USbaaq0IHH4x0HxEk/UdHSjp8qLkuKx4PSyqt+rV2e5MRGexaMihWjYkNTb8QnRPw9a+mkiidofPN+imNz8GRXaB69Yx6dMTXcZJdB57x4HVraoAk27UVMLDOMzHp1Hlx3WPTyRGBI2v1bIa56AwZsrVeocB3NvdSL7eRpZrZBax+9ZGFHrEPkEc/r3UOxDwSd9udp/RkqQzO/S0cyuRG2LF/azgM6s37ONtx2u36ZzZWjK8fRXUezHEEfC3e/DtWvRI7kV7HZtmtu8vEoZ+3E/qAdFl5f/e9AUTFx1BQ7ULAGjZH4dUDF96nJffLrT1J3ahknucOmRHL8ScyIIzErPtJiSCLIttUHKNpTEWkxJJFEBWeTM9JSSCQSyUlDRpdUbPHWSIshiSAbftmGvd4RaTEkEcTtdON2hnGxkbRppMXUMSDYtSzU7U7Eb+8RxhpFm0k2CG51dmH6OeCuFlp/uJVCv9GBcCzYVTC4bDjIvdBXgWjB09IdK43NuC+FM4N2+7LZBUsHrSibMbDOJFqRaF/teiZmBFxz9M3vg62kRPmbapowx1v99eut8hrDTO5rTaZXp5hFdNvTXCZFqzZ9VwD9VQvNrckgWPD4LaaEqWnxfvqthkShgsrU3NUCWHwXLd4DPU/BcFY9ATkDx8Q+GGp7BTW+HzZPmA6orbqIVlDid5fvjhjDnNfc8kTrJ7NiYNjY08jfVsqBbaVA8MqX1i9EVz2TTr8U3T3d7tD2bm41TfCY9N/PxiCLq8B5zYZMfBa0JmvOMsEq3GXRysut0+aiO53F10dE6yWbUbMmC61HlEXsQ26PUL/m0hNkAeqznAxytQvtgzZVsEAT7meTR7OKE8fYQOO5fZaZjoPGkcSseCyxFn+biaebfA+T1WA49WJTqmrr+5bI7ePbJIrvT3uGwlmOH4llj551kliOdr65Y0dSZpC+pZPWo/N7EWSRrFd3mDqPJUe7cq0nc11pHYqqHrNrOJzd05uzDtF0Kr1khmbq8TRzfc21ra5VXCtajbSWJdSRiHTG9QNZ+MlynE36rnxHYtVzpC2jd53N9SFda3TdsgMp9aynxMvQ+wk82ufvaK2jmmtTTeRw16kdFp8V7ZU4q0sqFfnVGBQlOA+aNS1Bn6cEUndqEXJiSiI5TFSP2mwcAcmpzZLpm45IIZOcOlQV1uAurY+0GBKJRHLSoKrqqfguJTkMfnn3t0iLIIkwBzYX4wozMSlp20hXPonkMDGajSSky0B8bZlRV/clPTcp0mJIIki3ER1JzkmItBjHH23L49b+k0gkpzzWGCvRiVGRFkMSQc67b1SkRZBEmKGX98EoBjhtC0jdqUVIi6lWwKh4/zTXGtGlQ9y5Tgt4rWeaaBZsHYNdx7yfwcE0BXcdn9mj3gJUcwYdQTuiCcc1M9bgHe5Ca7Do7Dgo1qrnkugWjjmbs3UW0NyrRJNRzVVKdPsR3Zs8/mP69Sg6pqKaO5tYT7C7GdirGijd6fa7C4lB7bV8bqFtglyqfO0otqbWtsYwdWriB1noiK6XOu6cYlLNZVEVjmouVeI9bhCCo/tdK0QHOkEArc3F9tbaWXTf0w0aGma1VLsPYn7x3mrS6bkcigHRRZcs7bwWiDtUFjUkj/hdyyXeG6OisHLGFlx2l78Pij8NWjB8cdZf7IKKv01DTZ7D7SznN282iPdAvA7vp0M3EL+4g17gmHZvxH5l1LnHggdc0HVq+cVdEE0HuTyKsodDrF+799agQTJQpsfnByq6FFr9Qff169EOi65+olus5qonXodYvuaWpwhy2EwKm+fuwOFWAy6oOrsXOj2q7tgpkUgCKAd9NpdORM9VTuRoH7/DKVPXVU84rx6UTkx7OG49rfUqcix2MmvOJbFyXyVul7tVVsX12uFwXASb6xv6m+FodTcTOP0YuPq15k9Jc+3U0vt9JPdx/kdLW17+EbibHa2b6JFsttD82BSaQs/trTU51gHhQzXZlrsvLvh4OeDV+8Vn4eAxMtK7iUqOP9JiSiI5TGISo+hxZudIiyGJIIPP70F8SnSkxZBEkOE3DCQuNSbSYhx/5KqfRCI5QtI7p9KuZ2akxZBEkGHXDYi0CJIIc8H9bdBqTupOLUJaTEkkh0l1cS0rv9sQaTEkEWTH6nzqqpoiLYYkgiz7ei2NjW0wRoJHbd2le61MiURyyrN39YFTMmCvpOVsXbgz0iJIIszPb/8aaRGOP1J3ahFyYqoVMCjeP73uIe5mp7c5XGBHJ9GFRnC3aXZXBe+nuEuVnvufrmtYmDI1bxxx97Qg80xfyeKxgNll+N3sINi0UzTR1FyAgl0WxTYx+NIFjlmNmguPkEd0f/LVZQhzXkPcXUzzvAzelU90j4KYpCiGXdaLhZ+u0GoKKVPEqNf4Apq7pxhQXewPmvji/fAEpQ11D9Rre9GlSNudLdyQpu0iZ9ApBwJuU9ZmXMT1dnsM17bavbGEcQW0++Rv9Ohcu9gegoG/5r5oENrTKLibaa5+TsJsW6vt0iTYGrsVlZSOiRQVVmF3u0Ouw+BzDVNEN0TRbVZzHwx6ZjV3MCXkmHidjUInEF3kTDpdULx3gbYXj/lcSAm9rxDYTU+8X6L7rbZbns5mo958hLrdOXz5FUW/D/jdC8Nch+a2J64RmZux+/XvQBnkchv4rvjcPMXd//QI3pEQxtwyhFlhlCvtPnpQm3X5kEgkR04YD/dm0+q53ekdO5wyj9eTfizc+lqL5lwSs3tmEpcaw5Z5O466rpa6fIRro5a6aeq7Y+rrfYfayQ8CbdLczou6OwHqF3lUNLtz2zEoP6NLGkXby8LXeYxd0I4XzY0Nzbm9HQmtuXNja6EXhuSs24fy8/959Se9dtCOSVe+toecmJJIDpP6ykZhUkrSFnHaXbgcYSazJG2CtTM3R1qEyHAszMdPQXN0iUQSSv6GwkiLIIkw9jp7pEWQRBBFgdU/tkH9SepOLUJOTLUi2sSuaCUiWkxpKzF6QcGDV2kECwKdCIqe5syodNCrM5wFgRasW5Rdr0bR0kg7r2epA+AzbgoKwG0SKrX4rExMQVYgodZRNqECLfi6VbSSCrIS0Sw+Asd0g8Q305yNQrRtBQWzzcSo20RrCdEKLNTKREQTX2xvl1/AUAuZcPK5mxmL9FaB9e6xGiR74LzW9qIFjVFYOtO+GnWEC7bcEq2btHpCLe28MmvWT/o3RMvv1LGYEq1SXEEWU56Q82YhmrdmXSXmCbJa8n061cAklF1Vqaiup9HtwuP7UbAZQofSIIslnfsVtBKkhq4OBWXxid8gRu0W1jI1KzPRIlB8Fp2h1TdL4H4Ejokia33DI1hRuYR7o+oc0+6daO1lFC1EVe2YUI/O6OPWsboLF/zcpbMELgbV18aUYMuwQFq9MbrJrZLVO5u9Oyr8x8RHwWYUrfJkKEeJpCUca4sjsXztedY7dqRlHi9a61VE/9dEn6DfgUPoTM0ZfqR3TiWjayrrf9rSnHgRQS8wvYh2OtxlNqcDam13JAHum7NGOxyOtaXUoWisObZhEPT039Yss6WcirbSzV2TXr8/+JDRYqRdj3TK9la2nmCSUwY5MSWRHCbOJhfLZYypNk3nvtnsXFsQaTEkEaSmtC7SIkQGj3oMVv1ORRVeIpEcTPn+ShqqGiIthiSCZPXIYK/Un9os1igLZfuqIi3G8UfqTi1CLuVKJEfAaaM6RVoESQRZ/vPWSIsgiSCKQcHReCR2aBKJRNJ2iU6w0a53VqTFkESQTfO2R1oESQRRUXE7ZSgMiT7SYqoV0IKfO3QmQkUrUr3g53pBi8UJUO20S3BvEt1M9IIa6wUDFqvRm2AVj2nf9eQNKlMo1F+nR99u1u+iI5y2BLkdeb+LrmWim1iMr6EsRtEFxyeHUI8YIFxrJ9HtR3QjCxQlupZ504r3skko1K16T+zYUkKVL8aQSQm9DrFtjDqua3ptK7ocKWFcsg4uBwLukaIJrd6tC3K787lPOcPcL83N0iIEN9dzlWo2gKcYAJxQ1zARh04QeNE1zeW/n2JdLVstEF31xDx+mYJc+UzCdyUkjxsP434/iIkvzQ1JJyK67zW3RqIXdFevoUQvxyahAs2919hMRXrB7MVuEdQHda7JpYpt50V8vlxqqHOIMWjs0lz5EI61TM5wePxjoBpyzCufVo5+mdrY5UH/mdN7ZqOTY4hKiAors3ZJFoOCcgIGIz0qVLX1d9WSu3S1aVp698V0zblUHQ1H694XrqxDlRnuETheEUSO1K3vcGmotVNdWteq13WsgsHr/i77ONrA1kfrlnck+Q/np0hrx6O1XtBzAR1+7QBmvr4wfN1hdHZ/mTp5wl3asTQoOdKiWyvQ+eGU3dJ2PNLy9QiXNLldIm63eioa+xwaqTu1CDkxJZEcAdYoc6RFkESQz16ag1EanLZZGqob2btOBvGVSCSSw0FRFMw2qT+1ZQ41KSU59SnbWxG087hEIiInploBs+INPuxqZuVfW5kXH0eTIficeAyaX23T3QbeHVqmXjDAcMOCXpnBxjKadZOYx/s/MWix3kSuWKZJN8qkfnB0z8HJ0Lc6am4GXrwMPUskRWeFTLQIsXu8jWtLtOHw+Qq7ResLxdsAonWRW2edN1zgeT0CAdP1V+CMqlZy4LxYo9516rWdmC7QL/WtSLS+pVd2k2ChK7ajlla0RnMICfQs9QxCWrtbs7gKFV60WLIKw5qq8wS5dNZUFcRg1Yru90CZCjc+cg6fvzTHf8wpWAoZNSs04VkQrWYMgYMc/FW8drdOZw6yWHIFjjt9hVqEOvXujWgpZPE1U7hnRrNuEusUrQe1/i9eu2hZZvB9F58fTRkR77te/zei39e1soKtrFTh3/CIipD4wxfYCCBAcxamuX2zMVtN1CzeLeQR2tZ3H+IsBuxhrBJPWuTOMpJWQiW8dZL41OiNESfiOnFz+kdLLaUO52k4EquD5nSOY/k0ejweYpOjW7fMVi1NKPdYWtu0YtmHCqh+tDRr7X0YZWnynXf/KGa+Fjo5pWfR1ZyFjsHvbXHi0FoWUYdTTHPWcMfCSqu5IvX6jqpC73O6sXPlAZpq7cdMthMSqTu1CDkxJZEcAXs2FkVaBEkEmfTqvEiLIIkgO1fsj7QIEolEctLhdnoo3l4aaTEkEWT2/y2OtAiSCLL82w1tz41P0mKkL4pEcgQMHtc90iJIIshV94yKtAiSCDLoop5kdkmNtBiRQVV9u8u04l9bWTGVSNo4qkel17lSf2qrGIwKo28dEmkxJBFk7B9GYLIam094qiF1pxYhLaZaAaPi/dPMo0Uz6eaCn2vuNqLbncUgusNo6fQdTVSf25Sue1+YTQ9MOm5YYn7N1cqtU6aYL2hW03fR4lATFIxbczcT6hSDQ+uZlov5XX53GKFMnaDfehh0go+L34M9Cr3/cQkXYncHOQAC8PPHy/1uUbqBrwWZgoOjez9FFzm9AJu67k2iK52O3W44F1CzVr6Y2BWaUpQp2leZWKaeW2qMMIJoLnyiq54ohxbcvMkt3tfAd+2SDILLlUMwU9Vcrlw699tiCNywKEVw5fMlFd3NmtTAbmqaW594D8XYUUafa6YiXokKi6dtCHLdcgvlu9XQoN9moe30TK61JtFzU4SAi5zYrxxioHHf1yYdt1IIBJEXxxmbz+/WKdwD0cVOa2+ncA/E+6UFOnerYUyJ9dxvVM3tLtRNVyTYbVQY73yJPUro2BJctejWqgZ9Ath1xkZDmDoDZQZYM2tryK4yejKblbD7QZy8SHN0SSujDSt67sfi+eZc0NoKR2tt0Fz+1mrncPUs/nxlq1hMHIv+cDJacrT03bS5dEeyT8fhjNya+rFmxmbd80cSxP1kdgNrTdGPVzMczv0OF85l9vtLcAnxGDzB6rXvmBpy7qRH6k4tQlpMSSRHwCX3nBFpESQRpMfgDpEWQRJBzvzdQGwxlkiLIZFIJCcdo+8YFmkRJBHCaDaS0zsr0mJIIsg58vmXHAJpMSWRHAFT/jsv0iJIIkhZYXWkRZBEkI3zd9JU74i0GJFBrvpJJJKj4Ge5K1ubRVEUqgprIi2GJIKsDmMxd8ojdacWISemWgGzQcVsUAOuXYKZadDuazomiSZF+wycFHfWMimhmcQyNRc3u5BMs5AM51KoySGaSDa3059oLqu5yYg78Fn0dgVRQt11gnZcE3fw8rk9ucPUqbkQKUFXoobUGbQLnE++IPc9QhHbM9r/RAQOujyBXJp8lzwwimmvLPAeC/WoCipT3AlNc/Gx6LhX67l6euUP3clPb1c/k445rHgl4jG3js+E/q58gWN6JrXiTpSKTjq3jpuY6C6mt/OcQ2iI4B3dfKa9wpVofcQquvIJ/odNvpvjEryuzILDqaLjb2YUXOC0s4Yg1zAFPMGuYaJM2u02ijsa6nQ8vfYMtxukfzc6wW3OqQYuSqvfJPRwh3AdZl8fdhtEQXyueOLOh8KPnK6LXOjjF7TjoB7GoN0HD51Wb8dQ8fm1GUOfBT03H7FObTx0Bz0fYh/yS3dI2cT7kdc/m5I9Fbq7Th4si0Qi0UcLk6ERCa8NvbEmnFt9S13gTnb3k2O6Gx0w7r5RzGrB5FRzw2gk27m5qk9GF7OjFbnZneF8f26PekiXsOZceU7Cpj0iTsQph2Z34tM5f/Ch3H7tKNpdoXtey6/3PiFpG8iJKYnkCJj76QoURQkbE0hyapPRPhF+i7QUkkhRXVIXaREix8GzCa1VpkQiaRP8+sXKSIsgiRCWaDOxSVGRFkMSIcw2E2X7KyMtRmSQulOLkBNTrYDi+9OsS8RFA7PO1L/YjbSg5mI6s2AlZfaZNwXZOQT1Q1+w7mYspsTyteDU4RY39Pp5uADiByNahugYV2AQlgCMRtGqQTPTCpwXrXG0/O4g8ygl5Fjw6qv3fNDkkVCnctDMvIhJtNIQ/qMVNWRcd1ZM24DL7g6yxLD7/hNsfSRaTHk/xfb0W+WEaVetrOYsMpqz0nDqLL+IZYqrXVrbhxvyNKs78bzWr8R6xEDo2j0WraTcOhN74jGXGFRcRxrNkkm0WBIDdGtFie1tUQIWU0b10GtzWp1igG8PKmuX7A5KJ9avyR9sDSY8P9oRnfvlCWOFZfdZR4lWUk5CI3gHB3EPoLWjaIBp9BhD5BTbTrM6Cg4ELl5HaNvryeIJsozUijn0eBLO6lSzQguymPJ9usMsL2rPnxrU70LrCr9phc9aTSi/0e7C4VGDVg/FrmTyWYDaPWqQhaBEIgmgCn9651qDcBZPLbVuCme9qVdmczKfKhZVGkd6GX3G9eC3iatarfzjaaB6tLfuUGuZRxtYOtK0RKbGWjv5m4sPmeZEtBQ6FTmSPtTc2KV3OmgjLMDpcIf12AlsVqOELU9yaiODn0skR8C+dQWRFkESIUxmI6Mu7RNpMSQRwhJlJjkrPtJiRA7Vc2z+JBJJm2D/eqk/tVWSsxPoJDePabMkZsRhiTJHWozIIHWnFiEnpiSSIyAmKRqjXuAgySmPy+nmm/9bFGkxJBHC5XCzdem+SIvRplmzZg0XXXQRHTp0ICoqiuTkZIYPH85nn30WlO7WW29FUZSQvx49euiW+/rrr9OjRw+sVit5eXk8/fTTOJ3O43FJEkmbIT4tNtIiSCJEye4K1s7cEmkxJBGiqriWwu2lkRajzXIy6E7Sla8VMCneP82c2CS65QkRzzX3Ez3zSdF9Ty/gueh64lYV3eOHQnRzaS5AoVZmc65l4VxfNPTyC/GYgwOd+4RyhTHc1Ew9dWJ2BxHUTr7/iHIE1enzdbLqCCq6RgZNP2nBmVUVi9WIq9EZVKZe2+i5y+m5BzQ3zSXWI7o56s2XhwuU3lK0MsWg4c25CmryBQcyFNy4dIKCixsCuHxpTUIHFevXXDLFANr+DQfEYPU6QcNFxLSai58S1EdE11Dvd9EdLTreyrgbBjH1ncW6ZWp5xHIMOn1ddLXT7pFbKKfJE7h4zZXQHcbIXQt6bhbcFG1CQHgtaLpDCG7eXNv4+2pQe4syt6xjOT1ie4aWI7rIGUK+BBMYY8Ux0Gf6HcZlR6vLE3Q+NL/Yc0UXVH/Qfd/p9I5JZHdPZ9n3mw5ySxXy+NrZoypBZZ0SnABxEqqqqmjfvj033HAD7dq1o76+ns8//5ybbrqJPXv28Pjjj/vTRkVF8csvvwTlj4oKjXHy7LPP8sQTT/Doo48ybtw4li9fzuOPP05+fj7vvvvukV2X5JCoBHcncURpboOD5mhpIHNdPeUgGVsqh955PVe/oPPauTA6h97wcTgB2Q+u+3gSLgC4YjQccXBwg87vzonk7nMsg54fadHHy3W0Jc9nu9MySG6XwPrZ2469QMeIFqo+R8zxdtM8nP7RXFK9/i+W33loLrXl9VSVNwplhuqIp2Twc6k7tQg5MSWRHAHVxbW47KExfiSnPvU1TUGTUpK2ReGOMvJ3lEdajMhxAmx5PGbMGMaMGRN07OKLL2b37t28++67QcqVwWBg2LBhhyyvvLycf/3rX9x5550899xz/jqcTiePP/44DzzwAD179jwsGSUSiT7lbTX4sYT8zcXNxpiSnLpsmLuj2d2ZT1mk7tQipC+SRHIEpHdKIS4tJtJiSCJAUlosF948JNJiSCJEz5F5dBmcE2kxJDqkpqZiMh3+ettPP/1EU1MT48ePDzo+fvx4VFXl22+/bSUJJRJJx4E5GPV2BpKc8uQNbEePUZ0iLYYkQoy6YQAJ6dKV90TjRNKdpMVUK+BUwRjGmk60stNzuzPrTBw7BTcTbTJUPNbkFnaJ83025xomTlBrlpbiPKv+Tnyhx5rjSPKAsJNZmPbSTD1FF5yA25x4LNS1xhnkbiPuQObN5xaeAm0HsnDm2FqZG3/di8vhwu1Wg90Dj8KsXu8eQcCtUDwmXpOeqBbBD8JmDD2vnRXrFNtRr696guoPX6bYp0U5tPItBvF+BM47fJWK12YSfD/1+rrZd94ixPsS3au06oOeD3HnOs0VMNzOTZ7QDt1Y42DJD5sxCk+YUZBTk1l0dRNdzwx+mcTnONTtVLx2/46EYl8T/qO58lkMgTxim3i0thV3OfQNLuLqlVVwBVT9/U7cUSXU1S9Y5tD2Ep85/86MYXyQtecvnLuyorntBbWD7zNo7AiVWbwfTkKfn6CxJ2h3xGA2/bYXl9MdUo9Td8wwBvXnU4JjaI5eU1MTdNhqtWK1WsNn83jweDxUVlYyefJkZs6cyRtvvBGUprGxkczMTEpLS8nKyuLyyy/nmWeeITk52Z9mw4YNAPTpE7ypQVZWFqmpqf7zktZFJeDOB+HHYb87ro5bXnMqx+HoJM3J0Zx74KHyiMfFp8dfpnBMz63vRPcIPhwXttXfb8Stp0S0Qj16rn7HgsO53uaSNtcSx2L3tGNBc3UaFCjcXnZCbSl4JO8+kRT/WNzXwymyOVe95spf9NVa3C6PrvseCHqn711OPaEcdY8SqTu1CLlkIZEcAd2G55LdIz3SYkgiQFxiFF37t4u0GJIIMfSSnqTmJERajFOS9u3bk5CQ4P97/vnnD5n+3nvvxWw2k56ezoMPPshrr73G3Xff7T/fr18/XnrpJT799FN++uknbr31Vj766CPOOOMM6urq/OnKy8uxWq3ExIRawSYnJ1Ne3oZdNyWSVmbw5X2JSrBFWgxJBEjLTSKlfVKkxZBEiPP+MDzSIpySnEq6k7SYOgpmz54d9H9/cOcgqx1hld63LCLOl7p9U4OuMCts2iq+WI4Y+Fo7ejjBrrXs4axujDrLBeIMpt5KZXOrl3qBsfWso1yiTDoz5arO9yALGkF2rXOLC3PiNTs06wuXIIfvQi06VkZi/lU/bxdkD5QZqF4Mhh3IH7h3grWLr06PsNInXqdHx5osKPi5qlnbCFYmesvNOojtJSbTWxES+6jepL//fgjl2IRCPQYtnfhMBArSk9IjtqOO9ZLif+YCxwziNfnyi1Y/ouWM3saKwdem3ZzAEaMLKvZVYxGsi0TrJs1qSbQWE9tZ+yY+Zk7ftYltZwpaavfW5UK/j/jLFM+L/VKzGhLOu3UaXLSocvnHHsEaTHy+tCDuYnuGeW70yvfnEfJrFpHhrIyUQ4R1C7fK6dIpS29sCbZYEPqlEtyHtq3YT/GBalRVPchiyiN89wra5HHjUh3hhT4Z8ajHIE6Ctx33799PfHy8//ChVvwA/v73v3PHHXdQUlLC9OnT+dOf/kR9fT2PPPIIAA8++GBQ+rFjxzJgwACuvvpq3nvvvaDzh4p70WZjYhwjNN1JW0DWnqKglXPx9+gI6jDobCIjouj84vg3qBGOeXR+98RhSG8cFmnO4ko96BzoW0+FC4iuV+axoLWCeqsqLPh4+WHna+kjeCyDj7eEllZ/LCzgjrYPHEn2wxkZPSrUVTXhbHKe0EGtT2TZmuNoRW/u+Tkc6yi9tMunb0RFDetN5N/kSNX0rkPXd1IhdacWISemjoLPP/880iJIIkSPMzridnrYvkxuG9/WMJoMWKxy6GyrdBmYQ9G+qkiLcUoSHx8fpFw1R4cOHejQoQMAF154IQB/+9vfuOWWW0hLS9PNc8UVVxATE8OSJUv8x1JSUmhqaqKhoYHo6Oig9BUVFQwaNOhwL0VyCKTu1LYZdl1/Ns/fSXVRbaRFkRxnTBYjbpfcOKit0nlgDiV7KyMtxinHqaQ7SVe+o6BdO+nO01bZsXw/e9YVRFoMSQSwRlswWeTEVFuluqQuyKKqzaGZubT2XyswZMgQXC4Xu3btOmQ6VVUxCPHYtPgI69evD0pXVFREWVkZvXv3bhX5JF6k7tS2WTVtI7Vl9ZEWQxIBohNs0gK1DVNZ3IYno6Xu1CLk29VR0L59ewDsbgUFxe/64hRcjkQXIz13Ns2eV3TRaS6YpohWfrRwJ01awPQgF7bQvMHBrgMVaKac5qDgzYF8eqLouSfpmau7BTmamxXVM7XXQ6xTz2tNCeNW59AJxKy1g1PHbcx73vvZoVsq1hgL25Y2bzHl8IhtqyenFkU6kE501dMPRB5apnhnRPkbXKEFGPxuWIFjepvkBAU8Fxa5Aq6CQuBsnxtXOLdSvT4g3jy3ITgdgCK4yBla2B9MOg9Qc0O3KJOeoa1YZkNVE64m10FB90Pd9iyi21sz0TQ1t5Og8SIo0Lj3vCnMU6PVb26mTo+Y32dSHBzoW8ftTXBRUwS3Prd/nBCCwOuI59IZW0TE/JrIovtdmDjpgTp9ecRrF9tezxVWN+Cp+B9FCfmquaCqQmaX0DZ2wSe4Ca/7nlE1nnqufCcwc+fOxWAw0KlT+F2fpkyZQkNDQ9A2yOeffz42m40JEyYwdOhQ//EJEyagKAqXX375sRS7zaHpTgfr1uKIJT6jeiEL9BDd9/R0EhHjIVz9wrkUaiEVhJ/q4M0ZdGUKLVdMpx50LiSPlk48T+j5cLrX0XC0bnHhsnc7I4+CLcVUHKg+6rKg5W5+rcERBSI/xvUcyf1uraWVwylHASryq7HXH9vfxEgsGx2LLtia19HSZ/lwXPVaml8LnaAoCk6H2+u+reO+J+Z3H/QpObacSLqTnJg6Cjp37gxE3qddcvwp3VeFNcYSaTEkESC7cwpmq4nytrzy04ZJz02C3/ZEWowI4gGdWGFHXeZhcNdddxEfH8+QIUPIyMigrKyMyZMnM2nSJP7yl7+QlpbG3r17+d3vfsf1119Ply5dUBSF+fPn88orr9CrVy/uuOMOf3nJyck8/vjjPPHEEyQnJzNu3DiWL1/OU089xR133EHPnj1b+XrbNn7dyaNKu/02yIENhdgbnZEWQxIBOg1qz751BTTVyQWbtkZschTR8W150wOpO7UEOTF1FGgmbG6kv3RbwxZrIT41hsrCmuYTS04pdq8vlKbobZjNi/dEWoTIcgy3PG4pw4cP56OPPuLjjz+mqqqK2NhY+vXrx6effsrvf/97wBtzISMjg//9738UFxfjdrvJzc3l/vvv5+9//3vILjKPPfYYcXFxvPnmm7z00ktkZmby6KOP8thjj7XaZUq8aLqTR+pObZLY1BiUykYaq5siLYrkOLN+9jbcrmMR+l1yotNYa2fPusJIixE5pO7UIuTE1FGQkZEBgMNjos4VMDk0Be2sFfiumaE390ob7JqmhuRpxiuIKJ8cDsGdq0nQ/xy+3wSHcEzRKVR8925p1w+304LesxPk0eX7FN1xDEG73fl2LRPyaG5DzZv363/XcAq7JKjarmBh3NE0lymPw43RYMCo6Dscipcrukm6/a6b4vlQ2fTM+oPaJmgnMzUkT9BuYb46TUGuTqGViv3B6XdLVYXzoe5VliAXTyXkmEVnNVwJs72Qb+O5oF37RDRR9dzuwt1jTfwg1wyddmpubDcJ7d1jREecTS62LNvvP2bUcf0S5Wju+dUe1XBryP7yxesU/qPtpKnXV32JAXAJfimqdiOEFRzRrU8zrxa9WsVnJeAOKpphH/ph1HYvVMLIqTfhJ5p5a26B4j20+AYCY5h7qHc43A5YGuLYpW00aDRAXGoM/c/uQv4E765SQe0lfDf6cnldL6VJSGszfvx4xo8ff8g0SUlJfPPNN4dV7v3338/9999/NKJJWoCmOymKCbeq/xsoPreHcnfTc9+DgB6mMwyGHD8YcXwRxwe3jluwIcyOyf6ywlfjLb+Fv/96O/VB4JrCeMgf0n0wUjgbnRiaU9wOg0g7LRztNMsRuQceRp5I328NFRhyRR82zNtBdXFds+mPFUfi5WJoZjHyeLXx0XrotGa/OZTbnl66nJ6ZRMVZqSqpC3pmgnY+9eXXXlHadDzPY8DJoDvJiSmJ5AhwOdw01sjVvrbIhoW7Iy2CJELUltUz/4tVkRYjspwAq36SUwNLtAXkz2ibw17vwO2WVjNtkcWT1kRaBEmE2LU6n2MTjeskQepOLUJOTLUCDjcoKv7g554wC+Qm39K7XrBuixBN0xpkcXLoTmfyrRaKgasV34yzU1jJq3d5E6iqys6Gaqpd1ageK8nmFMwGC4oKDo+dJk9AS3SoYFEs2IxRfpmrnJXUuqoxG8ykmNOwGLxxljx488YY4nWtHrT8tS7vTizRxhgUFepdtVS6KrAabCSbU7AZTX45q111VLsqMSomUiwpWA02/0plvbuWSmclBgy+fFHea/Y9pE6PgzJHCSoeYo1pWA1RITI5PXYcahNOQUGyGmJRFENwQGejQpOnHrfqCgS2VqJI7JhMxV7Fv4LR6K6n0lWGSTGTZErHqJh8x+uodVdgVqxEGVL8x7XrrLCX4FAbSTSlY9GRU5PEHWblQBM/3IKO1vbBrs3eg26nfplaO4orw6LFlFaUOCZqFmzhguZrfT0ooLpOEHhxhUS0R/NbUhkDOTQ5D2ds1mtH0RpNz5JPZMC53agqqWPf+kObJAcHbQy1/hMXjPUspYLHicDzGzgmWkyF5leDrJ98ZQrtadFZihcDnXv8za1vqddcMHqtTVUhYLpVR05jUB/xWSSKFm5CWqdT65eiJZ/HJ0+gIIeOaMGB+EPtB8T+LQZs14LQe1DJ65NFclYcv/20JaR8s9AxLb5n3KwYcMoVP4lEF7vdhVm1BCymhEdFEcYlv3HnYVhHa8+7aNEpjgGa7qT3uyk+sqKVaZPHQ6m9gipnPTHGaNKtKSiK97lvcDfS4PaO5JrlVLQxCrNPR1JVlRJHKQ3uBqwGG6mWVEFHaMTpcRNrig25DtGiqs5Vi9lgxqzYfDpSFbWuaqKNsSSZkv2bhbhVD9WuKurcNVgNNpLMKRgw++WodVdR66rBZDCTZEr1y+i/TncDFc5SFIwkm9NCzntlrsclbPigoBBjjAvR/1RVpcFTG2TpERNlJjoqhtrSQLpaVxW17iqshiiSTGkYFINf1jp3NVGGGBJMKRgE3cyjuil3FuNW3aSYM3TlbA0iYREVVP8R5D8WvzrNWes0Z1UEMOaW01n23XoaqlpnRvp4xfg92nqaa5vjaQmlcSQWUcH5w1tHBaXzHRt8YQ8KdpZzYGtpcMBzHV1V7x1D0jaQE1NtiG31u5lw4GtqXAETWgNGzkgaTao5i+mlX+FSQ1+Rz0u5hChjFEuqFlLkCH4Z7xHTk1xbHr9UzMKpOsm0ZHFbzp0YFGNIOXPLf2ZJ9SIAsq05uFQ3JUJ5FsXKmUljybHmMq10EhWusqD8/eOG0id2CD+VTaHUGSxH79iBjEm6AI9qYGXNIpbXzMcjqBO9Y4YxPOF8//93Nq5jcfW0kBgXUYYEzoq/HbMx4EO7qnYWmxuXBF9MKbANukT1YWj8+SyrmcX2xrVBSXpGD6XEsZ8yV4H/mEmx0DfmbLpFDaHKVczy2u8pd+X7z58WdQZ9Ys4KUr4kJxZbl+3DaXc1n1ByyrF3UzG7m5mQPOXxePw7OrZqmZI2R3qnFCp3nBybSPxauYZP86fjFibv44wxXJpxPjWuWn4o+TlkV1OTYuLmdr+n0F7IkqplVDorg84PTjidaEMMCysXoOKhd2w/Lk2/Urf+KUWfsatxOwaM5NhyqXZVUu0KlJdgSuKc5ItQUPih7GuaPA2CHGaGJ5xFprU9M8omU+cOxMZUMDAk4UyGxI/GoTr4tWo26+uWB9U9JuliescO9v//t6o5rKxdGCJjtjWXK9Ju9U9OqarK9LLP2G/fGZywyDuRNTT+bDpFncaiqp/YZ9/hP20zRNE9uj97mrZS7aoQ2juBMxMvpGNUd/Y17WBe5XRq3d6d/YwYGZV4Ab0EOSUnHiumbZCxxdooq2dtw9mW44tJ3alFyImpNsS88iXk9erM888/T6dOnaiurmbKlCm89NJLqKrKgAEDeP7554PyvPLKK/z003QALrzwQu6440169uxJXV0dixYt4uWXX2bm3h/o378/99xzD3fffTdF9iKybe1C6l9Xu5rbb78do9HIu+++y+DBg3n9L6/Qp08fKisr+eijj3j//feJNcaTkBnH1Dem0r17d5qampg1axZPPvkkawqXkpSUxOR3J3PaaafhcrmYP38+jz/+OLMrXJiwsMW+hj8/+GduuukmzGYzH3/8MS+99BKD4sagYAW8E1OjRo/kb3/7m18+u93OZZddRqlrDzHGXv7jO5vWcNddd3HllcEK45w5c/jPf/5DmbMQc5LCy8+9zHnnnUdtbS1PPPEEs2bNYsCAAbz+1//Sr18/qqqq+OSTT3j77bcB2Fi/gG69O/Px8++Ql5fHV199xbPPPouhwUCfmLNa56ZLWp0uA9tRvKeSsr2VzSeWnFL0Hd2JqpI6tq0raD6xRCI5JEXbSrEaTo5dmr4vns+FF1/EQw89RHZ2NkVFRbz11lt8PmkSAFdeeSV33XVXUJ7777+fD7dNwGAwcPPNN/P73/+e9u3bU15ezsyZM3n11VepqqziyiuvpFu3brzwwgtcmHoJRoM5qJw6Vy27Grfz7LPPMnfuXGbPns0ll1zC3XffTZcuXdi/fz8vvfQS38z8jChDDH0H9+aZZ54hLy+PyspKJk6cyKuvvgpA7969+fe//03nzp2pqalh6tSpvPDCCxgVE3sat9MQVc3zzz/PpZdeSmNjI8899xw/fzcnaGJqc/1qxo8fz3XXXRc4tnkzDz74IFWucpLMqQDUu2vYb9/JCy+8QP/+/YOu6f3332fa19NZXbuYjt1y+eyJzzj99NMpLCzk7rvvZu3W37jgggu499576dq1K/n5+fzvf//jhx8mcnbSZfxS+R3jxo3jiSeeIDY2ltdff50PP/wQmyGaztFyF80TlT5ju7H8uw247HLjg7bGmBsHsnjqBhpkGBTJIZATU62Aonj/NBNERzMTmFbBmEgLDh1rCqy0RQtRfDVzczHAp1Wwd7cYvJXZjIFBXnNTaXAFKlJVE2ZFobK2ln/+859s27aNdu3aMWnSJIqLi/nkk09ITk6ma9euXHPNNf58e/fuBeDhhx/m7rvv5pFHHmH+/PnEx8dz+eWXc8011/DSSy+RnJzMGWec4ZPVg9kQ6o7jwUO3bt0wmbzdLicnh6+++or777+fjh078vXXX1NcXMz06dOJclh5/fXXWb9+PQkJCbz33ns89thj/OMf/8DlcvHee++xdu1aoqKieO2113j++ef505/+BMBbb71FTk4ON9xwA7W1tXTo0AEFhUaXitmguX55yMzMRFEU/+SUxzfzHGNICLpfMcYEfvzxR1asWOE/NmnSJD799FMA6pVqVsxewbfffsu4ceOIiooKusapU6fywAMP0L59e6ZMmUJpaSlff/01ZrOZGTNm8PDDD/PLL7/w2Wef8dBDD/G//7xKN9sZmBSvcmrQiZZ9JOatYh67O7QA0SxXcw8UXaZEE33NDFcsxuXz/XIaxGOB75orq15AdAi4woouHLouaqL7oPHQrl+aebQhjA+IVpZYjyUosLxWZqDUygNVNFY2YGkmeGu4s4e6d3oBy0U5CeO+p+UT71dwQElfkTpCiUHxPWKkcx05Rfc9zTpA7APid+3VSmwnTT7RRVNsRs39Twy6r6e/ipYJ2j02eg7dNuFoNkC+ry4PKns2F1NdVu8/F+TOKAZx165HOQWDn8s4CZJWotvIzuxZnO+//WLYIaOgJ2m9I2hM830XN5sJ3vzBmyBYXwp813QB0dVPwy38Xjg9muu1gQMHDvDAAw+wf/9++vTpw9SpU9m+fTurVq0iNzcXVVWDdiI6cOAAAB999BG5ubk88cQTrFmzhqysLG655RbOPvtsvvnmG3Jzc+nbt6+3HkOwo7FBwf+jOGjQILZu3QpAdnY2L7/8MmvXrmX48OF89dVXDB48mO3bt1NVVcWTTz7Jjh076NChA1OmTOHAgQN8/fXX1NXV8dxzz7FlyxaysrL44osvKCsr47333kNRFBbMXsCKFSu48MILMRgMxMbGhljAe/DQtWtXduzYwYcffghAfX09RoxECdbmFoMNk2Lmgw8+IC4uDoCoqCjmzJnDX/7yFxyqnaysLObOncvjjz/Oww8/TFZWFnV1Xqv+du3a8dprr7FmzRpOP/10Jk6cyLBhw/hl83d06NCBL774gosuuoji4mJmzZpFfn4+q35Z1OKJqWNha9BanmWRcN87eney5vPv31SMo+n4WZwfy5+W5jaiCpbj5HPVC5Sjn/BQbntB6Xyfa+ftpL66MSRv8GYTmo4Y/P9TAqk7tQg5MdWGOD99BO/t+5Zdu3YBUF5ezi+//EKXLl38aRobG1m1Kji4r8Vi4fHHH+eCCy5g4/JN9IjtQX5JPq+//vpRyfPtt9+SZkmjS3RXflv6K9999x3Dhg3zTkzVRvHLL78AUFpayrRp0xg82LtiF+9IZNasWf5yvv76a66//noAEhISuPHGG8nLy6OiwmsCXlBQQI6lO2aDNUSGioqKoOtNN+WRZMwOSjMy4Qp2VKyhrtzJfvsWOp3WkdTUVL7++msAxo4dS1NTE08++WRQvhhDAtOnTyfemEJ7a3dWrPiVb775huHDh/P1119z/vnnU1hYyCTfiutzzz3Hu+++y4svvkiZcx+Zls5H1b6SY0NMYhT11U0465tPKzm16Ngrk81L92GXrpwSyVGzbfEuLIT+Lp+IXJM1hnfXTMPhi6s0f/58Nm7cSF5enl+HOFifAOjatStXXnklnTp1wlhjpLutG7t37znirbQ13nnnHXKsuaQYM5k+fTrr169n4MCB7Ny+k8KdxWxzbwO8et7ChQv9el71gTr27FnsPzd79mz/uaFDh5Kens5DDz0UFANmZOJ5ujLk5+cHXe/g+DOxCXEyLQYrF6feyM6CjdjxsLl+NdfdcB3r1q1j/fr1ANxyyy388MMP/gmu4uJiAGIMcbz//vtkWtqTZMr0Lw4OHjyYzZs3c9NNN/Hdd9+xdOlSAN544w1uv/12rp15LfXuWmKMcUfVvpJjQ0J6bKRFkESIroNzKN5T0XxCSZtGTky1AvVOFadB9a/yi0HuPEELTYrvfOCIzXfeGHQssI6jWURZDYFjMabAS1GM2fs91mr3H3O4vLe1ojFgIt/kMdA/IZsxKb2Zbd/ANddcQ4cOHRg4cCDXXnutP11ycjL33HOP///vvfceI0eOxO12s2TJEk5PGMjy6mWHbA9t++egwNgHrSxYFCuP5P2ZKGMU3xR/i81mY+zYsTzwwAPkRrXjzOTBTCwu4PbbbyctLY1LL72UP/zhDwCMSTmTzws+95+78sorefjhhwEYNWoUBQUFvPPOOwwZMoTS0lLuv/9+Vv62hgZXAwbF2yaaFcTFF19MaWkpJSUl/Pvf/+aTTz5hQ+NczEKA8kxrOwbHjsOuNrK9cRW33XYbEydOpKnJa4569tlnU1paypIlS8jKymLdunXcfffdKOU2rky8CwNR/FozHYvFwnnnncfjjz8OeBXWTZs2AdDdNpJNmzbRqVMnDAYDTWqtv59oFi1igHu9SXLR8sUlJNBbbQ7cK8FKKmgFQ8eiSifwthg03KRjGOISitHKD2dopCefWKT2BIj5LToWUyJanY4wVuN6FjzNLUBERVlQXB5sRv08WpkGHQsa7/HQMrV2DD4nrtprln6HLicc/i3FdayHxB8Bd5C1mLcysTmcYnB0zZJIsC4ICsjui5Mm9hFFZwwUz6sHfXrrEb9rdYb2b4fga29wB3qOXr9Ude5XkBWWbjBOlYZ6B7XVjX5LqXCreQbx+fAcxo06GZCrfpJWov/lfVk3davumCn+HmlG5M0GPxe+a7+XNsECPVrQrTQrc7NgReXfOEbYwabJ931seg+WVW2iMt3NueeeS+/evamrq+PHH3/0p+3WrZtff6qpqeHzzz/noosuYtmyZZSWljIkYRDLqlce8hoUgscsjxo61mdb23N1xu8wKiYmFX1MTk4OvXr1YtmyZfSOHYDFYGOfbTtXXHEFeXl5dO3alUcffZQca0dyo7qwQV3O9ddfT05ODiNGjOCGG24AvLrMgQMHmD9/Prm5uWzdupW7776b7fkbGBA3zB9cXRt1//KXv/Dwww+zY8cOHn30URbMW4hZsfhjlSoo5Nq6Mjr5Igqa9rGxfiW33367fxIK4JxzzqGgoICNGzcSExPD7Nmzue++++hi7MWguFGYDRamlX5KZmYmAwYM8Ldv165dWb9+PYmmFFLMGWzatIlbb70VgFp3DVHHeGKqNWNuH+3wdyTZj1fQ8IMx6v0gHyYnys9FpOU4nOoPJWs4i6iW5IXwz4LHf96boKKgJmCh3oy+pacLnvRI3alFnGI+BpLmcKluTCYTWVlZtGvXDrPZTHR0tP+8yWQiMzPT/6coComJiX7ro2J7CR06dGDbtm1s27aNCRMmHLEs0cZoppf8yNq69Xz44YcsWrSIH3/8kbOSh+NWvUqjJmdUVBQxMV4TcafHq/RkZmb6z8XGeldhYmNj6dGjB9999x25ubk8++yzXssmi5u99o3+ui1KlF/5SktL44477uCVV17hjDPOYHvTr1Ql7aA6eSfVyTv5pWoiZa58djetx2Q2cdNNN/HBBx8wsNtQFBRiY2MZPXo0t956K7m5uezcuZM33niDfPsuGj0NLKudyY6mNbz33nusXr2aqVOnAhAfH09DQwOgYDVE0dDQgMlkIioqCqdqR3JiUllUg8sp4yO0RTxyi/NAAM/W/pO0OXYs2RtpEQ4Ll+rGZrORlZVFdnY2RqMRmy2wAGiz2fy6U1paGgBJSUl+/anQXsy4ceP8+pMY4/JwMKBgUsx8U/wFtZZqpk6dylNPPcXu3bsZED8Uj+rGbDaTnZ1NTk6OX69o8jTiOUgHtFgsfh0wNjaWUaNG8eCDD5Kbm8vixYv58MMPKXbkU+g4ELhOQzTvvvsuOTk5pKen8/LLL/Ptt9+SnpnGsrq5FMTtoCBuB3tsm/im9COa3A1srl9Nx44dGTZsGBMnTmRgpyH+OocNG8aZZ55J9+7dycnJ4a9//Ssb61dgVEzMKPuSalMZ33zzDS+88ALbtnktweLj46mvr8ekmDEpFurr64mPjwe8O0xLTkzK9lVFWgRJhPCcgpMoh4XUnVqEnJhqQ9g9TrJtKUTXmnn5X//l1ltv9Ss0GiUlJTz55JP8++l/89I/X8LpdLJz505ycnIwGo3YPQ7279/vD5Terl1okPOWofJ96Y8sr1nBe++9h9ls5s4772RE0iD6xp9GrDGGXEs2L//rv9xzzz3861//4n//+x8AFc4K8qLyeO2F17nvvvt4+OGHeeONNwAoKiqisbGRzz77jChDHFOnTsVsNtOlSxcKHNvY3bSaIsdOutiGUFtiJ6WhO32izuO3335jypQpnHvuuYA3JsTkyZP56quvAKhxlbGjcTWXXnophYWFrFy5kg70xmaIoaioiIULF7JlyxZiDPG8//77jBo1CoCZFZ+zpXEZb731FgkJCdx66610svYjwZhBcXExycnJgEqNu5Tk5GTq6+upr6/HpkSHNpnkhKDL4PYY9YJfSU550jskRVoEieSUoeOAI9Ufjj/VznpOi82lZkcJ/3nmBa644goqKyv9ltwA69at48knn+SlZ17kwzc+AGDHjh107NgRALvHzpw5cxgwYADTp08nNTX1iGRxqS6+KZ5ImbGEH3/8kR9++IFXX32Vc5IvIsGUSKolA1epyovPvMTvf/975syZw2OPPUaZs5hYYxzm2ij+88//ctttt/HFF1/wz3/+E/DqT6tWrWLlypXEGL26zBlnnIHBYGBz3Wo21K2kyH6AwfGjqDpQSz/zCHpHn86kSZPYunUrw4YNIyUlhcmTJzN58mRefPFF3KqLClcp2xs3MH78eKZOnUp1dTX9o0b465w6dSrl5eUYnCY+/fRTRo0ahUt1MbnkXUoNBUyfPp158+bx4osvckbCOBQUiouLSUlJodFdT6OnjuTkZL8boBjnSnJi0XVoh0iLIIkAJouRpEzpXitpHunK1wq4jQbsLtUfUFoRgml6dGzPRXcXpyf482C0118xQKcY6Dze5l0ZSkoKbA3ssHv9A8WA6U7VwCMbv2R1zV6MioEcWzrVrlrsdjsGQ+hL9h0dbqBLTHvW1mzig7VfsXfvXu68807/jnL19fV+V7aD+bTgYwwYUBSFXjF9GZt6Ec6D0jhUB0url/POO++QkpLCNddcg9vtZl3NZn6tDJi659gyqXbV4nA4/HLOLp8NQKY1k1p3TdA1rF27Fo/HQ2JiIlVVVcTGxhIbG0tlZSVFzgKKnMHbFu+xr8Hic+/Ly8vzxz0477xATAWLEoVJiaLSVcxtt93GBx98gE2JYfTIs/l192yWLFnCpZde6m0XTw2ZmZn+FdJadxVvvPEGubm5XH755bhcLg64t+FQG1m2bBmPPfYYBoOBPfY1/G7U71i2zOsmmWRJ8bupWY1a8NWA3HouXaKXluiaFnDlU4U8WpBpoRz10P1WdCfQ+rBFOKj1onDeFpprRpDLYJjy/XLolCNep1ZWOFc5g05QcMGzw3+doimzrkuhUOb6WVtxNzkx68e99rtuia6XopulW8fuWbsOMZCv+FQa/fdLf8VJyx8uoKQmX3AIW19exHsouGb63DZEM2tRdi2tSQlIKtbp0pFVawaxf+kFbBev061TjnhE3L5dQwyg71FDx7fgoP7eT1OYIOma2y8qbPx1T9A5szB2im2nuSdGmww4PKfYJKaqtq4fi1ampM1RUVCNW1X945fgVYcQvQC3Nn4Fjd2h5YmPsNmn/4ihEcQwCAkWr1YSZTpYOwGHOzBS1jrNOD1uxq95nwpnPXGmKBJNsdS6GoL0EpEnu/0Zi8HCjyVzmTZtGm+//TYjRozg119/Bbz6k8PhwGKxhOR9afd/UBQFk2JiVNIohiQOD1lBLnIUEB0dzQ/f/8CiRYv8i4srahYzp+IHAEyKmWRzCvXuYD3v54ppKBhINadT7w7WrZYsWcIDDzyAoijUu2vontGF6upqPB4PG+tXsbE+OH7W+rpleFQPFouF7OxsKioqKCkpYcSIEf40yaY0Kp1leBQ348eP5+abb6Z9dCcGDR7E55ts/Pbbb/Ts6Q1W3uipJyMjw68/NZnqmT5tOmvWrOHvf/87AGvrlqKismzZMq677jqeffZZ6ptq+eOZd7Js2TIUFOKMiSHt2loc7VDVWkYjkXDfOxLZD9brln274ajLPBwi8cvSWs77reWq5y0rfIIjddXz5w+bLxCCwun0sGXpPr8+KZbZZoKfS92pRciJqVZAOZxgLxFkY20+jzzyCElJSezfv5/OnTtz2223cfnll4fN0zO2K0nmBG655RamTp3KyJEjmTdvHjabjeuuu85vVg1e17oXX3zR//99+/bxxhtvMCRhBAnmJFTUoJ3d/vznP3PLLbfw9ttv8+yzzwKwdOlSvv76a2688UYGDRrEtm3byMrK4q677uIvf/kLAJdeeiljx45l48aNpKWlceedd/rrrays5K233mLKlCl8/vnnXHPNNUyePJmCAu/27vv37+fmm29m7ty5PPvss9jtdsrLyxk9ejSdO3fms88+o6N1AD2ihvjlTDAns6ruZ9q1a8eYMWO46aabyLP1pb7SQSdbf2bOnMbTTz/N//3f/7Fy5Ur+8pe/8J///AeAe++9l7vuuot33nmHf/3rXwCsXLmSSZMmsXLlSjZu3MjEiROZP38+f//737n99tuJM6aSYgoOwC45cTjz94OY88FScEl3vraEwWhg1BV9+Ob1hZEWRSKRHEeK7NVUOOt59dVXKSkpoaKiggEDBjB27NhDBjEfmtifn3cs4vbbb2fq1KlMmjSJNWvWkJSUxOWXX+5f6AMYMGBAkP60ZMkSfvj2B4YkDkd7RRX1pzfffJNevXqxYsUKf75vv/2WX3/9lcceewybzUZ+fj7dunXjlltu4fzzzwe8eldmZiZ79+4lLy/PGzDcF2d02bJl/hAN8+fP5/777/eXrbkkpqSkUFFRwccff8zGjRtpamri6quvZvv27SxatIgzEsfRweYNpq6gkGhKYWrJR5x77rk4HA7mz5/P2JQrcNa76BHTn/fff59Vq1bx5JNPUllZySOPPOLfGfqVV15h4MCBrFmzxi/H9OnTWbhwIV9++SWPP/44//3vfykqKuK2225j2LBhdI7qiUVnoxvJicGYW07nh1cXRFoMyXEmo2MSHXtnUTqtOtKiSE5w5MRUKxCfGkttgb710IlEiiWWKVOmcOGFF5KTk8PevXvp378/+/fvp501k02bNvkDc8cYva5kZoOZ29tfx1srP6FLly5cdtll9OzZk7q6Ov7f//t//hXAzZs388gjjwTVV1paCijYVTszy6Zj9zSRkpLCjh07AFi0aBF33313UJ7CwkIAfv75Z2w2G3l5eZSVlXHOOeewadMmjBhZuHAhSUlJdOnShcrKSi677DJWr17NBakXU2Sv4K9//Svnn38+w4YN46OPPmLKlCnEG1OpcZfx8MMPs2XLFgCmTJnCOeecQ0ZGBj/++CPjx4+HRgs9488izhQwBTcpCrWucmJsNq699loqKioYnjQAp91FR2tvdjSuZNSoUfz+978nOzub2267jcWLvbveLFmyhLvuuivoGgsKCjArVpKM2Vx00UX+XQTPP/98NmzYwMi464MUUMmJxcz/8/Z5yylmCCM5NB63h6lvLIq0GJFHBvCUtBKxKdGYrEbcTSf2JH+y2asPfPTRR5x99tlkZWWxdOlS/vKXv6DWu0i1eHcKXrlyJTaDBaPitbhKsSRxY/aVfPLll8yaNYurrrrKr9NcffXVbNzojXs5a9YsKisrg+osLCzErJgpdZQyo9RrBZWcnEx5eTmAf0FLRLM0mjRpEueffz7t2rVjx44d9O7dm+JCr5vb1KlTueiii8jJyWH//v0MGjSIvXv3cmX6LaysWczFF1/MddddR6dOnXj44YeZM2cOSaY06uurGT9+PPX13u1oP/nkE4YOHUpSUhKvvfYaU6dOpZ25I/1ih2FQgn8cK13lVFRUcPPNN2PGQueonrgcLgbGjWR78Qb69+/Prbfeis1m45xzzmHz5s0ATJ48mSVLloRcY4o5A5fTSf/+/Rk/fjwxMTH069ePksISrk4P1iklJxZyUqptUrSrguLdlc0nPJWRulOLUFS97bckLaKmpoaEhARuyX0CtclAvc+CQnTpsAm+OVG+uDRxgg9Qgs+SO9ESuA3J5oCSFmvy+PIETNCThB34UuO8SkJieqP/mNHqLaumKLBqVFIVy96GKibsXcmKqmJqnA3EmGLJi8rmgrQROFUz04pnU+2qpU9cd85NPQOLYFdf66pnceUaVlZvosxRhdVgIdOaSf/4vmRbs/ixdA41rpqDbE8Vusf0osHdwGZlDddeey0vvPAC559/PiuWrSAvOs8fyFwzOrMYjAyM702hvYRdDXupctYSbYoi25rB2SnDSTSn8Ev5InbU76bSWY3NaCPVnM7QxGHkRnWkyq6yvWEjq2t/o9JVToIxhVxrH7pEDWJD/QIKHbuJNsSTZenCAcdWqlzFuFQH0YZ4Mi2dOS16BBaDLWTHtRLHftbVL8ClOsiz9aazbTCjruvHwklrceNka8NSdjWtw6E2kmLKpF/sCBRFYW3dYpweh78stwoGxUiedRCZ5q7salrBHscaHJ4mUkxZ9Iw+kxRzNlYhhpEmixjWSHxq9TY5ceuYyYrjl+ZmJs5/iTvXaa5U4u0Up8o01zSxbs19SXQ51PtuFfzJRJm0dxNHkBtWqPuhiJ6bl1HHglEsx65znXruZBBoO7Htr3hwND+8uiBoNzkRxd+XRbc43aQBOXRc2IJ3jvN+6rnHQeA+Be2y2ExMRE1OsR67TiBFcTwTd+UTd6vTCN6VT3P1E3blU0L7iFnHzVF0MdW7x/XuwHho923fLsppUQKdzGoIdWAMcu3U3FKNoktiaJ2J7RI4bVguCyav1ZVddNfUjseYFByeJt4reIHq6mp/cN6TEe33ruqDPxIf3boWCTUNdhJvf/OkbyNJy9D60sMDn6Op3InTNwCGc3/WfjPExQBtR2Nx170Y4XucT3dKsgTGihRRd4rx6kyxsYFFRS38QUNDwMWuot67SLemuoBP9q1je30x9S4HyZY4+sZ1ZGzqcEocVXxXvIgmt5PRKYPpH9/Ln9+pKpQ6KvitchXra7dS56oj2hhNh6h2DE0YiKKYmFO2gEZPQA5VBZPBxPDEoaysXk1jaiPXXXcdjz32GJ06daKpyk6KORUPHgRPY2wGGz1ierGvaQ8F9gM0uhuIMcaSbW3P4PgzAFhWs4gC+34a3fVEGWPIsGQzOP4MkszpuFUX6+tWsKFuFQ3uOlLNGfSLG0J7WycWVf1MmbOYVHM66ZZsdjRsosJZigcPCaYkukb3onfsYIzCjsba7+72hg1sqFuBgkL/uOF0jOrGkKv6suzrdTS461hZs4hdjZtRUcmw5HB6/GhKHYVsaViDRw2etLQYbAyOO5NEcwqrahaxs3ETbtzkWDszOH408aZjGwcwkq58R5r1SFz4jtX77sUPnMn3r7T+5FRbeZE9Gpe9FuU/Are9cNMI4g58vUbm4Xa62bxkn/+YXp0un46phYhwqnZ+rHrppNYNpO50eMiJqaNA62z/uvpdti3MPyEmpt5Yv4n+v7uRtV99zq2Z/f3pSqpi/d/31Xq/l9oDCkSDO3R2Q5yYEmn0BXxocAeuo94nnjghor1c/lI+g/LkQu6//35+/PFH5syZw03Z4+ka09GfVlM8o4ziC2OgLK1c8YXV5YtTUx9oGqoDc0A0uHxKpiuQSXyxd2lbVAv3S5vUOHhiSkMb9N0eSGmXQHl+ddDkjjYZofeyDdCkGPC4PRijzDTUNJGYHktVSR1p7RNpqGggPiUaR5OLKIsJW6yF2vIGOnZPY/eafHqdmcemeTvpO647W3/dQ8f+7SjfX0lcYhRGi5Ha0jpyemWyZcFO+l/Sm8VfrOLMW05nyeS1DLqkF9uX7SM9LxmXw429upGcXplsmrud4dcNYObrCzn3T6OY9X+/cvZtQ1n+42by+mdTWVyHx+MhNSeR7Uv3MfSK3vz01q9cfP9Ifnx1IRc/MIolX62hx6hOlO+uwBJlJjbRRsGWEk47qwvLJq7izNuHMeeNhYz90yiWTlxJ/wtPI39tPrHpcSgGhar8ajoMas/y7zYw4qbTmfHaQsb+aSQLPlrGkGv7s3XhTjK6pOGod9BY00Rm1zS2LNjJwEt7M+fd3xh96xAWfraCIVf1Zcv8nbTrkUFNaR2qRyUmKYriHWW075/Nxjnb6TmmC6t+3k7PMzuxa9UBknOTqS6tQzEZMBgU6qoaiUuJoXhPJSnt4inZW0Vieix1FfVYo8zYG50kJtqor2qSE1NtbGLKTeiuMm1yYuq9e4+NcnXnWyd9G0lahtaXXr75Q2r2NZC/rQyI7MTU29s2MOimG1j12URuyRngT6dNTAFU2r39vtop6E6ugFBNvnhy4vjlDIqn5/30BI3tStC5g7+/v/8j2g1sx8UXX8zEiRPZsn4rd3f4IwmmhLBliqOUdjw4jksozb/wHj6HmhBJyo6nsqAmtJ5DVGSyGnHZ3UTFW2mssROXGkNTnR1rnBW3y4OiKNjirNSV15PROZV96wvpMqQD25fspeeYzuxenU/OaRlUFdVijTZjibZQWVBNbr92bJy7ncGX9ea3SWs443cDWfX9Rnqf3Y39GwtJyooHRaGmuJbcATmsmbGZM28azIzXFnLB/aOY894SRt44iI1zt9OuRwYN1Y3YGxxkdE5ly6JdDL+mvz/tjDcWMe6eM1j+7Xq6DM2lbF8lRpOBhPQ49qzNZ8AFp/HLB0sZd88Ifnx1IRf+eRSLJq6mz9ld2b+5mJjEKKzRZop2lnPayDx+m7yWs24b4k87b8Jyhlzeh+3L9pLaPgmP20NlcS0d+2azasZmRv1uIDPeWMTYu4Yz75PlDLuyL5sW7CKzcwr1VY047S4SM+LYs76IHiM6snz6RgZe0IPVP22l91ld2LXqAGm5SdSW12MwGDDbTFQV15KSk0j+lhIyO6dQsK2U1PaJVBbWEBVvo6nOjmJQ8Lg8WKPNNNS0/q6JbeVF9mSdmDIYve8+enpjm5mYkrpTi5ATU0eB1tkuSfoLZsWK3eOdUBID4kYbAy9FMT6tK16YmIr3TUzFmwO3IdEcePTjTO6gT4C0qMDKWmaS94c9Mdc70Hd5/xtW79zDwC55rL/8Kn+6spLAxFSRb2KqzBFYFax3BeTUC8TuEV76tAmpRmFiSrN2cev0piJ7IZMKv6TGVUM7WzZjksfQNaarrjWNOBkWbQwtzOER6vQcemJKC0bfJAglvpCarSbcLg/RCTZcDjdmmwmbzYy9wUG73CQKt5fSZUgHNs7fxYALerBh7g56n92V/RuLSOqQxJDLevHLhOV06JXJujnbOfN3A5n5mlc50CZ4Vs3YTId+2VQV1+Fxe4hOj2X7igP0O7crP3+8nLNvHMgvn65i1DV92TB3Jx1OS6csv5oomwmT2UhVcS05ecns21BIh16Z7FtbQHaPdEp2lZOQGUd9ZSNWmwnVo+Kyu7BEW2iobMAUb6OuvIHoRBu1lU2YbWacdhcGg4LH7cFkCP0BClJchVVYDb25Fb0XCYPOfRWPG8NM0mj9TuxD4nSpNr/hVhRUj4rZZqah3kFUvJWmWjsxSdE01duxxVi8EwiqiiXaSn1lA8kdkijaXkpOr0x2ri0kb0A7CreXkdw+kfrqJhSTgag4K5WFNeT2zWbDgl0MuaQni75ez9m/H8TKHzfR9+wuHNhcwrhbT2f93B1U51fTZUgHln+3njG3nM7M1xZy3v2jWDhhGcOu6c/OxbtJ65SCvd5BY1UDKR2T2fnbHnqd1YXVU9fRa1wPNs/ZSsfTc9m9voi4tBiqKhvxuFUMRoWaqias0RbqKxvBZMDlcDerfIlKhziJpRdwXZskEttYnBjTCzqp92sRTsHQ7pdZCZ30Fq3axP6g5Q9nwebwTZw1eQIPvZNQNyCLsGpv05mY0g0ML0yg6QUy7zioHUazkU1CAHRxrLcETUx5P2PMBuyeJt458PxJrzhI5UrSWmh9aXz23zBj9T/v4kSvRRgYNJVJtLYNTEwFjmmTUQAJPj0q2RIIbp4ZHbAsz0zx6k5xmV6loetH37B61x4GdO7I+kuu9acrKw+49Zf4JqmqBN2pTtCdNP1EbzIKAotpepNQwccC+ddWb+br4qmoqkqHqA6MTR1LmiXTf96jk19vkkrPEjjc2kWz1jIKGMxGDAYFg8mAxWbG0egkMTuesj0VdOjXjt0r9tN9VCd2r9xPp8EdKN1dTnxGHAajgfqKBi54aDST/v4DI343iFlvLOS8+0Yx9/0lnHHjIDb+sp3s0zJorG7E3uAko1MKWxbuYtBlfZjzzq+MvnUICz5ZztCr+7Fp3g4yu6dTVVSDoihYoy2U7a8ku1s6O5btJW9gDjuX7ye3XzYFW0tIzIyjvqoRo8mIooC93kFUvI2a0jri0mKpLqolNiXaq1vFWHA0Or2TKm4VVbMkPwpzoiPJ2hqTgoqioKoqRpMBt8uDJcqMs8mFLdaC0+7CbDXhUb3XZo2xUF/dREq7BIp3ldOuezoF20rJ6ZlB6d5KkrLiaKr3Bs2PjrdSUVhDbp8stizeQ//zurPqx80Mu7IPG+btpNvQDpTurSQqwUZ0nI1OA9tRU1rPoklrOPeOoXz/ygIufuBM5k5YztDLe7N92T5SchLxuD1UFdeS2zeb1T9t4fRLejH34+WMuKYfS6dtpOcZeexZV0BCeiwNNXbcTq8OX11SR1xKDOUHqohNjqauogGTxYhLcAlojSDuLbsHh5/ncDgWk1DNrGfqTkKFq0cMdD7yyj5sXb6f4v2VIXWLOqTWb+XEVAvLPgV1JzkxdRRone1/937Boi83yYkp9CemIDBwiRMZLZ2YUgwKikHBFG3BpRpQDArWeBuVZQ1knJbF1qV76X5udzbP3EL3y/qx6ZftdB/Vifwd5UQn2DBEWyjcXkavMzsxb+Jqxt4+lOmvLuCCe0Yw//NV9B7Tmd1rCohLicbj9FBf1UhGdhz5m0vI6p7G7tUFZHVLo2hHGQkZsdSVN+AxGnDaXaiqN/aMhkXn10t82W90axYhgTzaS3A4pTzKFDqBIKK95Is1O0TLMJ37qef+d7JMTAVZzen8IooWbHoKuCNoolL71Lc00r6KMnc6zaukmcNMrmj3Q3vMFYOCooAl2oyz0UlKVjxVBdWkd02jbFcZmadlUryvioSseBqaXHhcHlLaJ7JnQzEDLujBgk9Xcu7dw5n59m9ccN9Ilnyzju7DO1KypwKT2Uh8Wix71hbQe0xn5n2+iuFX9mHhl2vof353Ni7YTVaXFIr3V2EyG3G73DQ1ODGZDDTWel/IFOHa5cSUF72JqajUaBpq7TgancK5Njgx9e4fiI9qZeWq0U7iXW+f9G0kaRlaX/rHuNdISk5kw3zvbrlyYkr7Hsiv/X67wlhUNTcxhUHB5Jt0iE6MoqGqkfTOqeRvKKTTiDy2L95N3/N7sGv5Pjr0a0dNSR0mm5n49FgKNhfT85yuLP50BWPuHM7Pry9k7H2j+PWLlZw2ugv71xcSlWBDVVWqi2pJ65jM7pX76Tgwh+2/7qFDv2zyNxWR3C6R6pJazFYTTrvLrzNpOlRLOFS65l6mj5bWfEuK1MRUy/IcQUWHSXa3NAq2lbY4vcFoQPWoRCfYqK9qJCUngcqiWlI7JFFX2UBskveZdNpdpHVIZP+mYvqd243fvl7HWbeczoIvVnH2raezZuZWOg/KobKoBrdbJTUnkW3L9zHsst78+NavjL19CDPfXcKo6/uzauZWcnqkU7a/CqPPkrq+soHoBBsVBTVEx3tl0Sb7wiEnpgITU2ntEyk7UO3fRblNTkxJ3alFyODnrcD8L9dgJHTbXwlYYy04G50kZCdSua+S7D7ZFG4qJG9oHuU7S0jplIqzwYkBleSOKRSv3kv3i/qw4oPFDLxrFKveW0i/8Wew7bs1pPVuR9meCgxGAwaTAYPJjqPeOyFXttPrCrB1wS7qKxtZ99MW6uq9CqlmMVWwrRS3qjLdF3xxhi+I9bJp3gCkpfsq/S+nDUVepXXvGu9ufoW+H9KqwloAHB4XF903khlv/XpsG1BywpHZOfWwFCvVo4IC9jrvC1BVQTUAJdu9ZRRsKKTJDfWVjf6+WrK7ApcHFny6EoCffH31h9e8O8L9KsQ50lg0qRaXw82Ged6XvMKd5aiqitPh9rot2MzEJUdTdqCKXiPzWDp9E+ffOYzpry7k8gfPZPbHKxh88WlsX3mApMx4XE4XpQeqye6SyoZFu+h+egfW/LKDzv2z2b2+iKSMWKpL61ENXqXwVKddtzQKd5RR0Ri6vXybQgbwlLQS+9YVUGyqjLQYJyzWeBuuqiYS2ydRUVBNerd0aotricmIR1VV3A4XqZ3T2LtyPwOu7s+8txZx1h9HMfftxYy6Yzjrvt9I+/7tKN9XidvttYRxO91ExdtAUXA0eH+TineU0VjTxN41+TTVNuFRwe1bASrZ5Q22/rNvN9KfX1+ICiz/Zl2IvJX53t+27T6r0n1rvfpT6R5vUHZHQ2DsHHffKH56TQbCbmtorn4tRZvErK/yTiqXH6hGBYp9/bK+MjDZXOHrf7997e2bcz9eDsDP73kD6Jfu8441HhW2LfXGOvr+de+GJvM+WwXAhnk7cTa5KM+vxuNWAQ9xKTE4Ghzk9W9HVXEdQy7rzdyPl3PhfSNZOHE1/cd2Y//GImKSo7FGmSncUUbngTks+W4jA87rzpKp6+k9pjNbf9tLel4y5furMFlN2BsceFwe3Hqrx6cY3U9vT9mB6kiLEVmk7tQiTsqJqdmzZzN27FjAu/Nbampq0Pldu3bxyCOP8Msvv+ByuRg+fDj//ve/GThwYFC6AwcOcNttt7Fo0SIGDBjA+++/z2mnnXbY8lz4h2HMeHvlEa5qeD/F1S7RXc3hi1ng1ont8tn+VUxcsgIAo+9OFtR5B+n82gZ6Tfnan+fm9gO4Nbc/ADaf9VUqAb83myE03pTTY0DxTQK5zRZMNjNup4uUdilU7iyly6jubP1hPQNuHsaqL1fS//rB7Jy3jfQemTRWNdLU4CQ2PZYDq/bToX82jfmVXgsmVcVe00hDdROeHWU01TShoHJgXQE2o8qy97w/FKve9Sotaz5YhFGBA/O3BrVTk8tAU2UDigcqdpZhVKCqpBYFcNtdutZbwTFwvJ9BK7MHWbtAIP6Pt028/7EpCr/832IsgEUIfKHlqxeWN/XkEC0ttG+ipY+uFQn657WvYjWiVZBmPRUU60fX/imU5lKJ1xZql6Jv/iyOo3rWVeGCpx+JhA5f44ntoWdxJaoFuitgQts5Gp0YFAWrIJy4kq8X20kvXpSYTu9YkPWSjkgHt527yYlRgZriWowKfuXvwOZi//VrK1NFE1cDMOXl+RhQmPzf+QD8PME7nuxZX4TRasTjVrE3OHE0uqj1KYDxKTFYokx07t+O/O2lpLVPxGBUqCqpo+vAHJZM38jYW05nyn/nc8k9I/h5wnIGjevO5iV7SUqPoa6iEafDO5HVUN3kdx/QrsPbYIFrcwjWhZqllJ6VlLjq5hQC5ho8WlwrfYsojaAVPCXUVtBtd1Nb3hgcky5M99PuZ5NLDbJelEgizYmkP8WkxTLwrJ4s/Mo70S6GtRRjyynaZhuHYWmkffeo+g/pO9s38Pa2jWjh6ArqveNbQV0jvb+b7E/ncSuM79iP2zr2E6x+A5WaBKEP/q1XjAYMUWZUl4eYzASq86vJGNiBA7/tovOFfdg7dwudLuxL0ap9xOWl4WxwYK9pJLFrBrvmb6Pr2J6s/GIF7ftlU1NYTUyCjdoDlbjq7TRWN+Jxe6gurMHV5GT+W4tQgHlveieQFr7j3Rm44kCVrx0Ccm0v3Q3A/tX5GIDSHWV4gPqKBn8agxL+nUevRQ93lPv5zUW6G5ociaWP5OTAYDTQVO9oPmEYjuYdqznsvknayiLv4nPZvir/uXLfhMqy6ZsAmDPBO+E1/VXvszbv81Uh5ZXl1+BodLJz5QHAO7FmMBqISbDhbIolLjkaW6yFyqJaeozoyNJvN3DOracz7ZUFXPrAmfz8wVKGXNqLjQt3kZQZR11VozeeWrSFsgNVxCREUVVci2LwhraIpHWUnnX9wXVWFNUGladnJQWC6zFqSDpJ2+Ckm5iqq6vjzjvvJDs7m4KCgpDzpaWljBo1iqSkJD788ENsNhvPP/88Y8aMYfny5XTv3t2f9s477yQjI4MZM2Ywbdo0rrnmGjZs2HDYMv3mG6yON2fcfjWP3jE55Hh6ejrFxcVBxxZ/+CXGFfm4G5qwZaTjrmvEEBuPMcqCq7aRxF6dKFm4hfZXDGH9+/PpcfsYNn+2hLxL+1OwcBuWzCTslQ24Gh04GxyoHg+Fa/cDsGHKSlxNLlZM8K5KVPpWx8QJgE0/eK2Sdi/eBUDRxkI8KtQ11QFH5r8daUbfOoQlk9fgaesWFG0MbeXuVMfR5J0EKvOtQu5cnQ/A6jnbAVg+w7uld8GOMn+e3esKAfj6f96JrpkTlqM6PWxbvt8bdL/BSXSCDXuDg9xemWxZspdzbz6d715byOUPnMnMd3/jnFtOZ9mMzbTrmkZFUQ119Q5sMRYKdpSRlZPK7o1FJKXFUllad3waQuBoYoucMng4Bqt+rVucRJ8TTX+qKalj25K9R31dR8LA39/AmptvDDqmpzsB/PrRRAzL92FUojBGWYi1xuGsbSSxV3v2LdlNp6tOZ9sni+h9x2i2frmUrhf1p2jFbmKyErHXNmKvaiQqNZbakjqcvhfzkrUHcDW52P7DOlyNTkp2BsbRA+u892btxOWAwuYfN+LxwN4lewCoF4JHhwufcKJz7j1n8PObiyIthuQ4oqoqdZVtQ39qqvM+o5qV1m6f94VmqVXie0+CwCLiNN9uhdrn4ilrUYwKjXXe2KlOh5v0jrFUFtbQ9+yuLJi4iov/NJKfP1jKqN8NZP28nbTrmkp9dRN1lY0kZcaxY+UBOvbNYsP8XbTvmcGBzSXEpURTU1Z/fBpCQ044S92phZx0E1OPPvooSUlJXHTRRfzrX/8KOf+f//yH0tJSfv31V3JzcwEYOXIknTt35h//+AeTJk3yp124cCEFBQXEx8czevRoPvroI8rLy0lJSTksmboPzmFp/vaju7DDxJQUy+IPpnDf84+B24PBagTVQ351HcXFxWRkZJCdlIRqd6DYrNyUehrD7/0T1T8vxZKeSH1VHR67A0dpNR6Xm7IZa1BdbnZ+NBcwsOWDebg8BrZPWgZApWCCqQUdb6irAsDZ4OTgNbQGdwNb63ZT6ijDg4dkcwqnxXbHarBS7ihnT+O+oHHKaFDoEt0ZmzEWt+pma91OSh2FeFQPKZZEesd1JtEcR4m9gh0Ne0k1J5FpzfMHcBZRVZV8+16K7RVkWNpjUxIpduyhzFmAiocEUyo51u4YFRNOj4MCxx4qnCW4VBeJ5gTyorqTYIql0d3AnsYdOATrCxUDHWxdsCrRLJm2mr3Vu6h1lGMxWOlo64rZaNa9X1WuUgodu2h0N5JsyibL0iVEdlVVKXHupc5ddVAsLoVUSxapZm/A0zJHIQfsO3CpLpLNqXSK7obVYMOtutjRsIlKZxlmJY5Ott5YDF5/ZoeniRJXEfXuKmyGGDpGdcGg6Nk4SZqjfc8M9q4NfamThOJodGJUFCoKva6xjdUBpbTUtyL5nc898dtXFmBUYMbbv+IGKgpqsESZaXK6SWkXj8ejkpGbzO6NRYy4sBezJq7girtHsviHjXTt147K8jrsjU7ik6PZviqfLn2yWfHLNnJ7ZrB3UzFxSVF+q68jIaNjMtuW7z/i/BJJpDkR9acup3egWLBOOB6YkmJZ9cUk7nr6SRSDiqIo5FfXBnSnmBiwWlGbmsAaxa3tejH0xlswrSjEFB9NXaUD1emmav0+3E1Odkz8DYAN73sn5Ld8uRSAqh0l/veG6j1luFWF0vVeC4rafO8Lq0tnYavSWc3Ohj2UOypRMJJhTaNLdDeMipEDTfkUNpX403oAk2IiL6obVoMVh8fOtoZtVDjKUBSFJHMaeVGdMSs2Cu35lDlKSLdkkS4EUBdxq272Nu6gydNIe1sXzIqZfU27KHcWY8BImiWTXFtnFMVAo7ue/U27qXKV40El0ZRCp6jumA0Wal1V7G/aHVS2xWClY1RXTIqZhZOXsK9xJ3XuGmKMcbS3dcKgE48QoNC+n0L7Ptyqm/a2TmRYcnTl3t+0gyZPQ8i5dtY84kyJPt1wN0WOfSgopJgzaW/rjFExYfc0sqNhA/XuOpLNaeRFnYbRpyM1uOsodRbQ6K4n3pREliVXV/eUHBqLzUxW5xT2rS+MtCgnBVqIBEeDkzqfNeMW34TSgoleK63pPv1p5rtew4CCbaUYzd5+W1fRgL3B4bdSS++QSNGucvqe3YWdq/LJOS2dhpomGmrttO+ezpo52+l3dhfmf7mGfmd1Ye28HbTrmkrRbm8806Oxdktrnwi/RWYRQnJycVJNTC1cuJB3332XJUuWMG3aNN00U6dO5eyzz/YrVQDx8fFceeWVfPrpp7hcLkwm72V37tyZt956i3vvvZdp06ZhNptJTk4+bLkK9lXgVpo3OdR+xg6e4DSaDTR5PCS1T6JyXyUdh+RSuqmQnCF5UFJBTGYCMSYPjcVVJPfLpXHeCuKH9+HqsiYevvF6GlZtIbl7PK6iUgZ8+xkAWVHR/DriGn8dVQ1RFH/nHbicK7Z6D9Y0+DtAFEZ/b9B+jEUXFM29D8Cter/bdAKZu1WodFbxr+2v4kElLS0Nk8lEUVERthIrl2VcwleFX+PRmeaNMcZwcfp5TC/5iQZ3A+np6ZgtZgoKClBVlQHxPVlTs8nfytdlXcbpiQMQJ8UMwOaG9fxY9nVI+YmJiVgsFlaXlBBjSGBs8jXMqviSBk8diYmJxMTEsKaoiDkV07ki/SoWVS6g1FkSUk6KOZ0eMX1YnD8n6HjPmD5cnH41EOyWt7ZuHmvr52O1WklOTmZD4XxSze04J/F6ooyx/gn0HY1r+bXmu5D6NM5PvpVN9UvYZ99CYmIi0dHRrCiYj7UyivNTbmJO5Vc0qDVkZWVRUlLC0ppZjI6/nn2OLWxvXBZUVh/nCIbEjw0ypRfVLM2CTbyOYNczX1BDIZfmLmY6aFIt8N37GS4Avr9O9M9rmIPc3fDJEaBBCHekyRwUgFbo105PqLmwXmBsi3AdW+Zuw2qEaGH0FK/JJTwLfjlEF1Rto4AgOYLl8eYJHU+Mh6EMi2k1+eye0OsMdlsLJVyVmmuoWI/4VGvXJwY610y5gxaNxMDz2qeq4nB5aGh00uBxUVHtVcbm/+iNHfHNx96V9k9fnw3Arl2FmDGhKArxydE01dqpqaxHRSU9N4l920oYdnEv1i/cRbeBOVSV1OF2ekjvkMimX/fQZ2QeC6eso/fIPNYv3EVmXjLFeyoxGA00OL0dauOvu/33xOYLiCoGPHcJ11Hv8/+tRcXpCXU7PKmRcRJOSk5E/cmtQml+tf/2i2OzOK5oGzS4hDAHTt9Xm9WI2+kmqUMSnspaUrqkYa9uIjHFhi05GkNJBWmD89j3/WqSrh9F/qdzSB/aj5vUOu4Yey1RVbtQrFZ6fvAOAFnR0Sw75wZ/PZV1UQCU/7yGhiYbFFbT4BIGf7cB1e393dLGWZ0NhX2owr++6/AHTPf+f0vdbl7a9QmKopCZmYnT6aQsv4xUSwqjk8/g6yL9e9fBlkvn6K7MrZiNoihkZ2fjcrn8FmBdoruzo2GrP/1NWXeTbskOKefXqjmsqFkccjwjIwO73U5VaRUZlnacmXQ+k4s/ALyWZgaDgWXFxdiUaM5LuYofyr7EqYa+yHaL7oOCwtZ9wTGqRiScy+CEUUE6idPjZHbFt2xv2EBsbCxWq5WlJb/QOaonY5OvxChscrG0ejZr637TbRuTYubKtNuZVzmNEmcB6enpqKrKstK5tLPm0T9uBD+VfYnRYiQtLY1VBQuIr0nmgpTrWVQ1gwP2XUHlnZ10Jd2i++rW1RzaT8aJMuQdTzkcTU42LdzVfEKBE6SZjprmApU3R0vvk6ri34GwvMC7ILhjxQE8wPKfvM//Ap/rdL7P2l1VVXb4XA7Xzt2BqqrUVNSjGA0kt0uksd5Ju25puJ3ezXNyuqWy5pcdjLqmH9++vpDR1/Zn4ZS1nDY8lx2rC4iKs1Jb3oDL7fbukA1s+HUPHlRdwynxkKaLa2rpKeXaK3WnFhFuo68TjsbGRm6//XYeeOCBkFgHYpqdO3fSt2/oD0bfvn1pbGxk167AoPjWW2/x8ssvk5CQwH333ceECROOaBXE41YxHOSLZou1YDAo5PRI99Z/VhdscVYGXdKT7NMy6HlON3qe042MHhn0u6If1lgrWX2yfeV5cDY5Kd5YQPXOEvIXbqNk0RZqtxexd8pSXLWNlEz3TjTUL92A6nTh2pcPDscJYS65q2EfHlR27tzJggULmD17Nnv37mXY6OF8WTgZDx72799PZWUlpaWllJaWMm3aNOrd9Uwq/IaLr7qYtWvXsmDBAr777jvy8/N5/vnnWe2blNq/fz8DBw5kX2O+bv1F9nx69+7tV8hSUlJYs2YNa9asYf78+WzdupVu/Trxbdn7NHjq+Pnnn1mxYgU//vgjBQUF/O53NzC1ZAqlzhI+//xzqqur/XK+8847lDtLWFq9gJtuuonVq1djt9v5f//v/1FgPxAiy+7GLaytn88zzzzD9u3bmT59OvPmzcOc6mFJzY9BacudBfTp08dfV2lpKdXV1VRXV2MwGPipYgJV1gK++OILNm7cyE8//cTs2bOxq418V/YunXp1YPXq1UybNo2NGzcy5pwzmVv9Odsbl/HQQw+xceNGnE4nv/vd7yh16redpHlGXK8//kgij6qqVJfX43S42bra+zwu+XETLqebnz9dQdGeChZ8s44Ni3azeeleFn69jsrCWjYu3oOqqjianBhNBnJ7ZZLSLoHTL+hB75F5nDY0l5ufOZ/Udgmc9bsBKIpC79GdAG8wV4PRgMkiLRAlJyYnsv6kR1Sc19I3u3sa1hgLnU5vT0aXVPJO70Cvcd3J7J7O8FuGYI21cvrNQwDI6pON6lFR3Sr1ZXXU7CvnwMLt1O4sZtekJbjq7eR/6l1MKpm+FLXJTtP67ai1dXjKyk8I3QlgQ+0OOnToQGFhITNnzmTp0qWsXbuWxA5JfF00jdTUVFwuF2VlZX494fnnn2df017mVc7hkUceYefOnXz//ffMmjWLPXv2cPvtt7OjYSspKSm4XC6MRiOF9vD60w033MCsWbMAGDhwILt27WL+/PmsXbuWRYsWoSS7mVz8AQaDgfz8fObNm8cvv/zCrl27GDCsH9+WfoJTdbBu3ToqKir8ct5///3sbNzM1oZ1PPXUU2zduhWXy8UFF1xAsSNUnlU1i9nj3MrEiRNZtWoVCxYs4PPPP+eAZyeraoPdAIsd+Vx33XVB+lNdXR2LFy/GpTr5quRt4jpEMWfOHJYuXcrChQt59dVXybfvZkbZl5x/0fls2rSJadOmsWLFCjI7pzKp+C0O2Hfx1ltvsXv3blwuF3369KFER1ZJ88QlRzPg/B6RFkNyCLQYW7vWFOByuFkzZzul+6tYM2c76xfsYvuK/cz9YjWVRbVM/z/vBPbGX3ejGBSaGpxExVnJ7JhMt8E5dO6fzdm/G0henyzGP3sBAOfcOBCD0UDfUZ2wxVhIyY7HZDFiMJ400xGSY8xJYzH1xBNP4Ha7efrpp8OmqaysRFVV3VU77Vh5ebn/2BlnnMG+ffvYvXs3ubm5REVFHZZMHl9Q3v6ju5CSXI7ZakJVobqwhtyemSyfsZl2nVMo2lZKQ1Uj9noHWxfvwV7VABuKALAZFXauL8ZqhBXfeeMw7VnhfaFqKqojzepVluzCSmGDsD2xtn1xdZMNALfPssnlNpBfHdg60i3kV3xT0eJcmsUQsHXQAnuaPIF6REsILZioaM3S5N/SWCHFHAfAgAEDqKnxztjffPPNvP766/Tu3dtbt8HA2WefzerVq4PadNy4cbz55ptccMEFrFjhDcQcFxfHbbfd5k9j8AUO96Dg9ChBsaw8BGbftXROp5M777yT5cu9AQsfeeQR3nzzTUaMGAHAVVdd5ZdzxIgRzJo1i0mTJuF2u1EUhT/84Q9MnDjRX0e6JZt6dy3r16/nlltu4eGHH/Yr5AdPXm+uX8WoUaO49dZb6dWrF7W1tfzjH//gqaee4u6778bhqSbGlAhApqUD89d/TVpamj//s88+S3Z2tr+vvfnmm1RXV9O+fXs8Hg/R0dH+tC+//DJvvfUW77zzDueccw7vvfcenTt3BhV+/fVXZsyYweuvv+6V1TdxL/aBoP5g1K4n1JoFAhZA4nmjL084/V7PYkqIG4/ZF0RWz3JLrBOd4NPiVtqmMNfkz61zrLl3EnH1/pc3F2E2BIeP19tURV/2QJuJxzRLKUeQxZRQliZ7mN9uLZteMHkAn5EjZmEtwunrU2JQfLH/utHkDBwMChquY1UnWpa5tXsjFOpqpqH9gf6FdGIgcztetxcXAbM4g876ilnnpy2orxq0vqqCAuUF1agqbFnmddVb7Nups2hfJS7fxhNblu3D41FxzNmOW1Wpr7VjNBnI6pqG0+4mo2cG9dVNuBxuEnMTWLtoJ33HdOb7T7wvUB7PqREMQPWorR5rS8buOracaPqT9iykdkyi+/BcohKjKNpdTu8zOrHoqzUMu6Yf8z9aRnJuMvm7KqirbqJsfxW1xbX+3U1Lt3utmRe+57WSWTt9I9EmOODTrWhUASVozLM4hN2Ta33JHGafTL7fPLdCWW2MP1m9M+Ce3+j26kQuIaB68G+oz0pUCTzrJsEiVW+jEqdvg5tGn+6Wbonll6IiOnbsSFNTEwD//e9/efrpp7nxRm9MLKPRSEZGBm53sDXmww8/zM0338yYMWPYt88byyYrK4sLL7zQn8Zo1J9A9//GAIqi+PWnyspKxo4dy86dO1EUhY8//pgnn3ySe+65B4/Hw2mnnebXn+655x5efvllhg4d6i3TYGDUqFFs3LjRX0+erRu7m7YxZ84cPv/88yDd6mA21a/irj/cRUZGBqeddhoej4fJkydz++2389HbHzMobpQ/JEGWtQOTJk0KcjedPn06c+YELNu/+eYb3n33Xd58800Av/5kMCm89957XHnllSxZsoQHH3yQF198kcsuu8yf79///jdLly4NK6ukeWrK6lmgEyi8tYn0z8mRWEcdjkVUi8vUzX/oAg4ruLnPzLN0vzfUy45V+XhQKfftag6wfVU+qgr/ufVLVBVWztmGqqjUVjdii7WQmpNAWockHE1OOvbMZPmcrYy7cTBf/Xce424azIzPvOP7qaA/Sd2pZZxwU5QulyvoT1VVli1bxiuvvMI777zTIuXnUKt2B5+zWq306NGjReW+8847ZGdnExcXh9lsJikpCYClP2xm45K9LPtpC8tnbmHPhiLmf7WGhlo7K2dsAWDP2gJUj+r3Ez6V6RrTkRvbXepXVgDKyspwuZrfUv7ee+/lP//5D+tWruPclDPpEdOV2tpaXn311SOWp6amhoK1VYxOuIZYYyJLliwhO9trnXZa9OAgOcvLy0PkzMnJYfDgwcTHeyf6+sQO5Kyk82nIt7Nu3TqczvDBz6tdFQwaNIhff/2V2tpa4o0pzJw5k2uvvRaAImcgZk1eVG8uSbmLMYnX0MnWF6PRyC233MIHH3jN5aOjo7nyyit56qmnGDhwINnZ2TQ0ePtTUlISo0aN4tNPP8WsWJkzZw5Go5EBAwYAsHHZdjZv3hyiyEoOn3P/NCrSIkiOM/HJ0Yy75XQgsKK4c1U+bpeH1T9tofxAFct+2MzGRbvZumwfs79cRemBapbO3OwvIykpCbPZTFxcHNnZ2bz77rsRuRbJqcuJqj+F050qi2tY/sNmVv60hQObS/j5g6U01tqZ/YHXInz1T1tw2V0Ubi3F2eTyT0qdypybOohxiUP8k1JwePrTX//6V2oKahmeMJIOto4UFhb6dYgjoXBvEeaiGC5NuwFUhaVLl/r1pyHxo5vV87p3706/fv2w2byLp4Piz+CMxHNZs3wt27dvD/vC6VZd1LqrGTRoED///DOKx0CUEsPMmTO57rrraPTUU+UKBJAeGn82l6Xdyrjka8my5JKdnc0555zDZ595w1v069eP+Ph4Pv30U04//XSSk5P9+tOIESOoqalhyZIlWBQrEyZM4KKLLsJms2FSTH6r/+Ze6iWHJiUnkWFXHZkLpOTkpXP/bPqd1QXw7s7ndnnYubaAiqJaNi/dx8bf9rB9dT4/f76S8sIaJr70CwDLZ27xL3xK/antcEJZTO3Zs4e8vLygY3PnzuVPf/oTV155JYMHD6aqqgrA/6NdU1OD1WolLi6OpKQkFEUJWtXTqKjw/oAdSQwpjfbt2zN06FA6dOhAp06dyMnJ4eqrr8YaY+a0IWmsnb/ziMtuLW7IGcT897/ihnaDIiaDoijkRnkVlxdffJFevXrRqVMnrr/++qB0//3vf6ms9AYAfffdd5k5cyZnnnkmr7zyCrlRHZhf8RvJ6cl0SOkAQH5+/hFNrIxJuI72tu6sqZtLvaeaRx55hE8//RSAfrFnsLlhBQ899BBjxoyhZ8+eXHPNNf56GhoaOP/88znvvPMYOHAgDz74IB9//Am3Zd/HoKyhPF36yCHrjjbEkJ+f79/NqMZdTvfuF5GYmEhsbCy/VH7NxnqvEm5VYhgQO4aOtp5sqP+V8847j/r6ehYtWoQRM3379sXhcPD999+zd+9eBg4cyJdffsnf//532rVrR0VFBQ0NDfSLOZu19b+wf/9+cnJyKFhfw6CYC/mh6rXDbjtJKHPf/TXSIkiOM3VVjfz00bLmEx5EZUlg58ApU6awf/9+du3axb59+8jJCQ3ge1Kgqq3v9iRf+I6aE1l/Cqc7ORpctOuehqPJRbGwS1UkuLnDABZ/8CW3dOgfUTnMBhOZ1lQAJk2aRFpaGlFRUVxxxRVB6aZMmeKf1Pn73/9OQ0MDeXl5LFu2jExrFr9VL6J9+/Z0UDrg8Xg4cCA01EBL+F3m3cSa4vmxdDJR0TbuvfdennrqKeKMiXSM6sqymvm89tprdO3alfbt23PNNYHYphUVFdx5553Ex8eTl5fH9ddfz0+Lv+bmrPvomzuA/1v7n7D1GjBiVWzk5+fTo0cPXKoTl+qkR48e/rFzYvGbZFnaowLxpmSGJ4wl3WJlfuU0Hrz5AX744QfKysowKWaGDh2Ky+Vi8eLFbNmyhREjRvC3v/2NTz75hJycHL+F2YC4kSytnENjYyOZmZkkleWQaWnPjIrwll2SllFRUM3y7w5/53PJyc3udYX+WFOHQ2VJHW6fxfopoT9J3alFnFATU9nZ2X53K43u3buzceNGNm7cyOTJk0PydO7cmX79+rFmzRqioqLo0qUL69evD0m3fv16oqKi6NSp0xHLd+GFFwaZRGsrRQfWF1NIJdE+E2mTYNstui1ph4MDIfvcl4SVyCZh7qXWFWrU5vAEjgXcn7yfo5JGon5TzKjkURQIG1AZBXNyq89tL8oYqCjWHFjlMqGG5BFN082K5nYkmMi7NXN073WkmqMwoPD555+TmZnJH/7wB/7617/6TdEBPv/8c7Zt2wbAjh07vPUYjbjdbho8DThVJ8888wx9+vRh+PDhZGdnU1gY2M3Do3qDRh8cZFrvMV1ft5D19Qv5z3/+Q3R0NM888wz9Ys8g1hiPzRDFDz/8wNq1a7nmmmt46qmn+OWXX3C73dx5553+VbLBgwczf/58pk2bxub6DfTvPBBWBupQEYJx+4ToYOvGt99+ywMPPMCMGTPYvHkzo0ePBsBms9GzZ0969uwJwIIFC1hfsIDB8WMoc+Zz++2v8eGHH2JRbGRbuuLxeEhMTOQf//gHM2bMIDk5mV27djFhwgRMJpNfSVXw9kOPx4PJZEJBDeqTIuECjWtuT+KY19zwp+W3GPX7v/Y9nKuelk0v4DkEgsTq1SnWI7p22n3fzap+of7r0wnsDgHXNS23yWpi+A0DWfTx8iD3QfE3Vy+4qSOo/OBPCLi4hXN7M/vcKkQTcdG90K3jHiiiBaYXy/QHPxfSiSbbHh1XPrF4oxrquqnqBFIPcg/0JRZdAvUMNJxqQCq3jkG6nvuenuwALl9+o5DHrdMOLqHOg68ip0c6Ge0TWT7TGzzU4RvnxL5W7w6MobVqo18OF95to8eOHeu3ujypkQE8T0hOZP0pnO6kqrB0+iZc/oFLGHuFMVvbxMIlnvdvvhCoxyDoTtrxYB0qoPJq+kutz1Xv3OSRmKYXcF7qSIobxE0NxGDcWhgBoU7hu1lHt7IJ362+7x5V1PeMQXIAZFq9roSvvvoqaWlpPPbYY9x88828+OKL/jSvvfaa3zqpsLDQP2nocrmoclYB8PHHH5OcnEx2djbp6ekcCR48/FT2DXtdO/jmm2+YPXs2kydP5ryUq4g2xgIwYcIEMjIyuO+++3jwwQe56667ABg9erRff7r11lt5//336datG/vtuxnWezCsDV+voih0jOrGm2++yW+//cYnn3xCU1MTZ555pt9C7/zzzycz07u74Hfffcfm+pXEm5Kxq03cdttt3H///WRYcvCoHjweDx07dqRLly7s3buXQYMGMW/ePL744gtMJpN/MdJwkP6kt1FPa2AI0rcOnVbPBTQSchwt6R2TyeqaypqZW5tPfJJxOO57reW211zPbE23vUPJFNbVz3d44LhuFO+rYN/mksC7xWHUCaeI/iR1pxZxQk1MWSwWBg8eHHJ87ty5IccmTJjAxx9/zLfffku7du38x6+44gpeeeUV9u/fT/v27QGora3lm2++4dJLL/XvKNOaxKfFMHRsHxZ+ubrVyz4ZaXI7+K1yHf3ie+Da1cDPa2excOFC6uvrue+++/yrr6tWrWLfhn20t+Vgc3ljPyxfvpw+ff4/e+cdXzd1vvGvdKd9vWdsJ3F2nL0XkAEkbMIsq2woUNavLRRoC2UVulhlFMoOoxRCGCGQTfaA7L2HE++9faf0+0NX9x7FcuwEJw7JffLRx4p0xqtzpaNX5zzPewawetlqZGTuvPNOAFO5XH2gngJ3AW4F4q3xRFtcTdIAbG5YRpkvj2eeeYYRI0ZwwQUXYA04GOQ6jW0Na+jk6EFjbiNLdy5j/vz55OfnM3ToUFatWkWKtQOj4s8k172L1atXUVlZSffu3anZVsW6FcZVZar9ldT5a2hQ6lhX8yOKqtAreiC+Gh/jxo1j3LhxxMfH8+mnnzJt2jTKysoYOXJkyNlfu3Yt1bjZXr+W1NRUzj//fO655x66OAdgl5zk52uBZ1euXEmMnERFRQW7d++mZ8+erFq1iuTkZOx2O7kebUYqIyODgoICouQYagPGWfAyfyFupQGbbN5mEZhDDShsmb+zvc2I4DijsriO0gOV7W1GBBE0i5+r/9RjWEcsditblu5r87J/jij31rK9/iCD4rrh3lzK1zXLKSoq4vPPPzcMTC1evJhMWwZJtmRohIP1BykuLmbgwIFsCPomZ511Fn379mXhwoVN6qkJVFHsKQAgyZaCTbY3SQMwu/xLSgOFfPbZZxQWFvKb3/yGTs5uZDt7sLluDd2jcqjYWsfatWv58ccfKSsr4/7778ftdtPR3pUxCWexoup7vvnmG9577z3sdjs1/kqWzjUyj0u8BbiVRoo8eeyo34hNttPHNZivij5gwIABjB07FkVRWLp0aYh9n5mZSZcuXQDt/vc3+NlWvzY0eDVnzhzGxl9IbuNOCgoKKCoqIjc3l3hrMmvWrMHhcIT8JF2euLtxEy6Xi7i4OAoLCxlo6UaZv9hga5mvAJ/ibbbNIjBHTWkdDdXulhNGcFJh76YCqgT2eAQRHA4n1MBUc5gwYUKTY/qL9vTTTyclJSV0XJdpXXjhhTz11FM4HA7+9re/4Xa7eeKJJ46JffWl9SybuiHEehKZDLIJHcBsgFOceW8U1WpeLb/ITrKYsEzEWTu9SjHopk3YjwqufiBa5rCEDXDZtEGgWIcQYFjI7w0GX/cGwkE09QChhW4Hs0pXML1yJT6fL8TiGTBgAHV1dVRXV4uXTQ9XNy5NvwgJlX/ufZm3336bv/3tb3z55ZcGdpRZ3IutdVvZWrc1eC0y12bcTKKlc5PlRct8eTzxxBOMHz+e8847LxRX4IPif2KxWLBYLHi9WuyKjh07kpCQEKq71lLJjLL/AjB48OAQS6mmoZYt9U2DOL5T8Lx2XT16YLfbmbFVkwwGAgEWLFgQCh762WefATBv5nwWzFoEQLQlhrGJ5zKr7HPuvvMu5s2bR1FREaelXkJdoJrN+UtYt24dI0aMYM6cOSQkJNC9e3d27txJSUkJGzdu5OKLL2batGkMGjSI2NhY1qxZg8/nY6/HODXpV738r+Q5Lk65iUxHlybXocMY9L7pjWtgPAX/EyXEVnUK+y2N65vO3piwjkRWkF692TER4jGbYHSIpSVcqPcwalGr3Up6zzTKDlYjqkoDJsaLbRcwYWQZA6Jrf0VGk8jqIRSHQ6RgCgyh4K4hi1C/34QBp7OSfAY7ml5HoJlfLkzNDv/IrV2VS7w2yeS4GPBchM60MjIW5KAV5kF9dcaVRxVin4gMt2CZNklc7MF4zeldEqmvaKCxThtU9yiafSLLqp5w/JtGSXO+LaqFACdZXLfIrN/PCiey/xRQtQUHVEnS+hOhb5bFBRCCj5noT+kLRhjYl0LZ+vIUIjspIDKVgj6VQw4/9zpLXCxHvDP146I/5BReHvp+vD3cFyREhz/Eo6Oaxsiqb9BWILTVayyg5/bOZkV9Ho2NYcr7wIEDKSgoaJJ3ZMJghsSNoCHQwF/3/IP33nuPZ555hvPPPx+C4Uyb65N/rF7Kj9XawgwO2clNmffhssQ06e1LA4V88skn1NTUcOedd6KqKgfde3kz/+84nU48Hk+ImTFo0CDKyspwu93Y7Xbyffv5rPhtAK7/xfXs3bsXr9fLct98fKqxLWoD1byZ9zdA87UqKkr46oC2AE5dXR0zZ84kKiqKBQsW8PrrrwPwv/c/Qw321gnWFLLiurK2dgnP3vYE77//PrJqoUdUfxr8dSxevJioqCg6duxIXl4egwcPxu12U1hYSHl5OZ06daJXr17s3LmTG6+9kYULF1JfX88K5jRpuyLvQT4sep5rO9xLtCXWcO5EUdaIz4rZe908T3j/WHTJMUnRuBKiqC2vb/vCBRwvFlhLLKkjqfunsqPC5TTjrx2m/JYYT0eSz+iDav/pMTiLDYv2EPCbxwgUbdbz6Cqgowkkf8Ii4ju1Cj+LgakjQWpqKkuWLOHBBx/kpptuwu/3M2bMGBYuXEhOzrFbpvTie09n+stLW054CqDcW0OfPn346quvWLduHS6Xi0GDBnHHHXc0GyNKkiTOSh7H//73P7Kzs1m9ejUbNmygurqaAQMG8O233xoGtT755JPQABPA5MmT2VOzk+GxnVHUABaLJTQolpOTw+OPP87u3btZsmQJAF6vl1GjRhETE8PWrVtZu3YtkiQxYsQInnjiiVA8hgMHDrBq1SokSWLkyJEhxpddcnDFFVfw6KOP0rlzZzweD1dffTV33nknP/74I7fccgsZGRmh1QS3bNnCzp076dmzJ3v37uXuu++mr2soZyVNDg2UBFTY17gDt9LAbbfdxh//+EdSbRmk2DJIsqbhkuP53e9+x9tvv82PP/7I8OHDeeWVV9i1axcADz30EO+++y7XXHMNw4YN48EHHyTgC2DByl333Mntt99O9+7dycnJ4cEHH+SSSy7hQMWuww5MRWCEJGmzfhGcWlACiiFeVAQRnIxoD/8pKTOOnDHZLJm6seXEpwCKPbVceeWVPPLII2zfvp20tDQ6d+4cWjDFDNGWaEbGj+Lxxx/nxRdfZPfu3axcuZJAIMCQIUP43//+Z0i/Zs2a0Meg2+1mzJgx5Ln30ds1gABG/+nyyy/nyiuvZNOmTaxdq03Gbd68mRtuuIGhQ4fy4YcfsnHjRmJjY+nfv39IxtejRw9mz57NmjVriI+Pp3fv3lx//fVEyzE0KHX84Q9/4KqrrqJ37968+uqr1NTUcNZZZ1FZWclf/vIX5s2bx0svvUS3bt34+uuv2b17NwMHDuTbb7/lgw8+YGzC+QyM0Vb/0z/a19QsJi4ujiuuuIIBAwbQI6ofdtlBjmsoq4oW8MgjjzB//nxWr17N2LFj+fWvfx1aKODhhx9m5syZrFu3jqFDh/LLX/4SpxyNW2ngpZdeYvz48aSkpDB16lSqq6sZNWoUeZ599IqOBPNuLQJ+hfqqxpYTRnBSoa6yEXf9yb9wRQRtA0mNLDNx1KipqSE+Pp7Lkx4is0s6ZcElM+3CcL3D0pSdYRaPRkwXLQwX6uyTaKsYW4Ym+0fGmNL244W4UvH2sFROZ0w5rEfHmFpWsYWX939JcnIyffr0obGxkR07dlBXV8eFaRP5tmQeGRkZlJWVcV7iJE5LHIUsaaPmiyqWMbN0Lna7naFDh2Kz2di2bRtlZWUk2ZKo8FWQkZERWspYR1FREecmTmZ7/Xb2Nm5j8uTJPPnkkwwZMgSr1Up6ejqHIj8/HyDkUCmKws6dO6msrCQnehDbGzYQHx9P3759URSF7du3U11dzYSEyRR4csmXd5OQkGAos6ysDI/HQ1xcHBaLJRTcPS0tjT59+lBYWMjOnTvp7OzB+clXYZPthoGpPQ3b+K7801A8rQnxF9EjaigAuY37mVM5hWhXNEOGDGH//v3k5eXRL3oc6bauLKj+gJjYGAYPHsz27dspLS3ljLjL2dW4lsaoCmJjjTN7xcXFnBFzITkubeU+8b7S7yGR1eMV/qPvinlcwUBPMcL9a8aYMjL1wvv6/drcbJcev6wldpQYo60mSAcSWVAGbXuw+/MKFXlNAjVFW4Oz69F2uvRMpmCbkdr/UxlT+uy/W0gosop0FqZNuO/FuFotMaZ8wY8MM8aUweYjYEzZJM0Ap8A4sJsECBPbU69TrEac0Nev2a2E+x6fwDjyoR33C8fMGFMii0LftzSzCG1rGFO9hnQkb0cJngajpLg5xlSDpA2aW1QLAdXL2pq3qa6u/lnHSNDfd5X/vIW4qLaVsNQ0ekn8/Xs/+zaKoHXQ76Urkh/GJjtI6hhP6YGqEOsWjP2bNdhJiH5SsEvGYfC3wnn0d4/4Doq2iEwnNZhf7Gd/GmMqxqr1Swl2T+hYaxlTZUHG1Ov7lzLl4I907NiR7t27U1FRwY4dO7AFLIxLGsHs8qVkZGSQn5/P3dm3hCaW3IEA35V+y9qaNcTFxTFw4ED8fj+bN2+mrq4OlyWGRrWBjIwMQ/2qqlJQUMCV6TeztHIeRd48HnvsMbp3787NN99MVFRUk6D3Xq+X0tJSQBvMzMnJoa6ujh07dtDY0Ejv6IFsb9hAhw4d6NlTW1l5+/btKB6Vi1OvY1HlTPwuNy6XMZRAYWEhiqKQnJyMx+Ohvq4eFZXs7Gy6du3Krl27yM/PZ4BrJGMTzkOSjDG/VtcsZIN7OcnJyRQWFnJ56u2kOzqiqrC9fh0Lq74mNTWVXr16sX37dsrLyzk78QoCqo+FVdND9q5duxZPg4cLk29kTsWnRCc6Q6sK6sjPz+fKtDtJtR/ank1+4hbR6phDR150sPwjz3ksiBiJGXHIFpnyvKpW5/mpZkQYUy3bcqwZU/3GdGHLiv1BO3QmVBgBwY/S81iCz7Zf9TCv+sWftW8Q8Z2ODJGBqZ8A/Wb7RfLDjP/FcJZP04KGioGmxY9ss49ofVDCaQ2ftbcQMNpqcNia1qPnsQsOl1hmVDBAZ4I9/HGXIlDPU13aR1VKYphuG50S/iBTfBKvbNzKgCuvZ+1Hn/DrXv0oq9SCYB6o1f7uqCtkcfk+ij2V2GQr6Y5kTk8cgEQ8u+r3s7N+HzGWJAbG9scqW0Mf6YoK9f56NtVtotBdiIJKoi2BHtE96ejsyN7GXPY37AulBe0DP8mWQoItkY8L3+Lpp5/mlltu4cknn+S9t9/njPhzqQ/UNmnIDvZOxFri2efeTqWvHEmCBGsSPaP7k2hLptxXwp6G8Ll4azLdo/oTZ02k3t/AXu8WfLIbvyf8ER1njSPT0YV9jdtRVIUe0f3wqz52N26hxl+JTXLSLaoPmfaugvRT/10lVFVlR8MmavzlJFiT6OMaiBpMV+9TcSsNbKtfQ4WvlChLLJ0dOSTbtBghDYEGdjWupsZfTrQcR8+oYbgsCTQEasn1bCJA+De0SpBgTaaXqx+W4Ae5OECg9wqixNQnvNn0PXEQNip4M7qaGZgyCwruMFdfCXWG9/UBJ18Lb2ivIU9TCZt4nXrbi+cbhKjmugROv8749Fg656SyY+k+w2CTz+StbxwAa2qn2QCcRyhUMXnBiwMuoiRRvybj4GHTfdGRMJPNmQUaFyEJ9VuDAz12cWBKGDjTbRXtMBsME6XP7qBEzivI7vwmNpk5RGaDUc1BzG82cGU9ZBDrrKsGs2BqWA6rvzY9hO1sJPwx6g4OTEloA1Obqqf87B2HiHMVQVtBv5cuTXwIm+zgtCsGsOTzjYa+QOzfdJ/KuJiGdsyw2Ibw2NtNBqZEP0j3j8QyQ+9iYeDJ4HsFjzuFAS6XNdx/JgX9qPSYsO+Umh5mWkZrYbt46cetDLzsOjZ++V/u6tgHgOICbeJIVVW+OljOuuoDlHprsEouOjlTGRA7CLtsY13NdvY3lNDRmUnfmF4hSaL+Xqz0VbChZhPlvnJkJBJtKfSM7kOcNYndDdsp9RonVQAyHZ2oDdQyv+ob3nnnHS666CIuu+wyNq3YyuDY0TQGjNIrPTB5QPWT27ibGn8lVtlGojWFHNdAoi0x5LtzOeDeTY2/CqtsI8maSh/XIJyWaGr8lez1b8cb8BIQXujJ9jSSrCnsadyOTbLTK3oA5b4S9rt30hCoI9oSQ070YJJtxolGvQSf4mVnwwYaAnV0cHSio6OHIV2Nv4Jt9WupD9QQZ02iR/QAEqzJAFT7y4PnakmypdLXNRyHHEWlr5S97m0oh8jLOzg60dlpLF/EkXxZHeuBKfM626a0Ixl86Twgg4A3QP6OkqOq62gsbquBqbYMbn6sB6EOZ8exCG7eUtpxvxjEws/Wa3lM0plJ+SIDU60s+yT0nU46KV97oSyvGtkiowRa26X8vPHq5u2sm/5L7vjzo/y6V78m53vHZJBq7xz6vx7bodoHPV1d6OnqQq3f/OPRZXUxOmG04ZjebXWJ6kKXqC4A+INN7Q05ZFqA70WLFvHxxx+zfft2xiZcSL+YcEBYs8GXJHtq6JjoGCfb0kiOTzvkA1/765SjOb3b2WT0TGX74j1Cfu3vkNjTDXWm2NMN+Zt7n0iSRI5rIFbRTuG8U45mSOxYA8NHt88pRzPANa5J+dGWWPpEn2YYMHVajINiEbQODdWNFGw/Oqcqgp8vtqzMbW8TThxE4iRE0MYoL6hpbxOOK15euY21H13P7Q8/xl1X9jGckySJEQldGZHQFYBSj/YhU+XTRtiGxfelt6upz6Uj0ZbE6YnjQ/8XV4Ht5epLL1dfU/9jR8NWVFXliy++4NFHHyUvL48r0m6mo7PrYa8l09HZ9HiWM5ssZ7bpuThrIpcMvxJPo49Ck0GK5KC/pKgqHS1dDTYc7lvcJtvpFzOi2bRx1iRGxU80zRtvTWZ0/KQmxxNtqQyzpTY53spwihEIKDtQiRrp6085bA2ypU55RHynVsFc2xDBEUPxK5EXVTsj0ZbMGQnns3PpfuSDLian3Ew/14iWMx4l6isbqSw8tRzqUx0pnRLpNrxTe5sRwXHGhCsGtbcJEURw0iLysdr+6BbVi2Exp7Fp7nZSqztyY8Y9LQ5K/RRUFlTTWBNZoe1UQvdhnUjNTmxvMyI4joiKsTPq/D4tJ4wggiAijKk2gCyDI8pKUocYKg6Z+RP9LZ0KapTDNIU4y2O2QpgoVdJp6CLzRZ8hE+uxCNR0j6Idb/CHxyV9Ap/dEpT6uTqEpV+O3jHhCqJtSJ9rZchWiO8VQNmhUb0r3WEdfoMQg0qvS5QXihR6X5A95W/GP9Wvzy9cu0eXdgl5hsaNZmjcaEMe428gQF+RTWg7nfYvysVkYSWfUGEy2OwyrjiHYUBSCpVpLufU84vXGfq9hB/eKuYP/rUbZHHh83o7eA10WCGtiR36vlU2H001iytk9tOYlSmmE69Tv9fF826T+1v8vcTfQb/vxWMhWrBw7eLzo++Lv5EoEbGZXL6Ytj74COi/Ud7OUgp2laGqqnEFPaVp/uZmdoOLYhpWiwr1DWaUPmFX/F0UM/mgifzv0P1DIZ4TZXNm8kFxP0RtF65dMdzD2oV6RKlgUMqn07S1/fCNrVO6m7NXr78l2V5LdHWztBaTYzo+/ddCw7Xp541tHG4IKViaFUto/2SBqqptPpAQiShwaiKAiqyqJGbEocqSIVaf4CoQcl+U5qI/BU8bplq1tIb3iXDeKzdlDZv5UwZ5oB5aQfQZ1Kbveoct3Oc5U4U+sU+KsSKbjDNTyxRdLvhbQtwqs1e02dOitmL/UIh+goSV0xKaMobaCofaYXFYsVibzo03JzEzlw0dfxyLCWizMAemdTdz/Gh6T7MVw0UczUp+LWHLgl1IknTcVs2D1rdtc2ithO9Yy/eORrZnLL/5BM0V3VIMqZbKVlSV+loP3769stW2hfzO0ErSJ49vEPGdWocIY6qNkL+zlLrKyGoTpxICvgBRcY72NiOC44jsgRn0P7P5uBIRnHywOaxcfvfY9jbjxIFOR2/rLYJTFtt+yD26qNER/GyhKioOV8R/OpUw9II+dOie3N5mRHAc0bFnKmMual56fEoh4ju1ChHGVBtAUSApKwG7y86mxXtDjAgwjvzpI+I2cSowOAciBk+2CdN1ZqPoYnaTBcRC58VTBpZJcKakIRC2rs4fntX3+rXbQo8//PL6bbz6wY5wARaZ/EqNIZVf20C3V79A8QaZQAGZa7OGcV3HYYaVAEOrBzYzE6lPIIqxkY2rlplck8m1R4kr8ATv7oZwfGID2+zQukU7xR/O8HPpK3ihjejX5lUZg1DreZqZRZJDAc8Ftk1wV2SDmQXNF+sxm3Ey3gtqk7SiSZLJ72EcpQ7aKa5YJLJxzO67pocMdZrdq+IhvUwzlpR2XG1Sjs5UMrSXyb5omzgbrk/YinZYDDPgatAO7e/eDQWhOsXYY/4WPqpEVo+i30OG1aCCgcLF4OQm5Yh1im1rxhoSj5kx4PQ6rar5/IRqygoSrjnYOxlmy9TwK0Wv0yy4umKkdjUpv6Xg5WKgcnE1PR0tBU8Xg5u3xK7yev1MfW2xYebUbBbVji1cfrAdorDjVz1N0kYQQQRafyaj0mN4R/ZsyKd0f1XonPCKRAr1ySKjyowKITA6g32MVejPxXesz4Qdpb8PrIYg7OHzenbxfeMTWFz6vl/wrf71w1ZeXrdNsy5IuQr5TxV1dPvXNAACfonbuw3gV90GEhDK1C/PsBiG2tL5pvtmXW5z3zTH41PHXetGEX4QM4bO0bCkTpTxzWbIz8emrqPI05JJLTGqWgvxd103c3sThoeZr9zcfdm0F2g9jgVL62hZUj+VHdXa+lvLeDraPGZpD32OC/aUcXBXaZM8JyPTJ4K2QWRgqo2wb30B3pM08Pmgq37J2muvb3I8LS2N4uKmK7wsevszmLXveJjWvlBVep3RjaK9Fe1tSQTHCT1HdEK2Wti6bH97mxLBcUKHzon0HtaJhV9saG9TTgxEAnhG0MZYPn0ziqKG5L8nEwZe9UvWTWud/7Tyvf/C0m3Hy7R2RVSck8ycdKqLa9vblAiOE0Ze2p89qw9SdrCqvU2J4Dih32ld8bh97Fh9sL1NaX9EfKdWITIw1UaIT4uh/5ndWfDfde1tSptjw2cf86sn/hw+YJHJL6+luLiY9PR0suJdpoypkx1KQGX1lxvb24wIjiPyd5biN6PqRXDSoraqkVXzd7ScMIIIIjgq9B7RCZvdytal+9vblDbHxs8+5vY/PAoYGVMh/ykmGggzpgZ3G9huth5PVBXVUltW395mRHAcsW3pPuqrIiFPTiXk7SqlNvKbR3AEiAxMtQFkGWpLa1nw6XqNpmiIPC3IaUIjm6L0Sw3+FajZYpBr/VgzdZvRuM0ChVuEMvXvakmgi9f6wgkqGrUA5okF2t8b04bwmzF9Q+etyVa6/O0zADJdUey66VIq9kcBsK88QatDgYAhuLN+PWFD7aYU+XAeMTC2Lu8Sj+ntKTKOxfz6XrR4lwuyvnCQ+KawNMdiDgWu1v6Ov2UU815ZEq7TJKC6YRjDRAugB7E2UO2F/5hRqkUZpK4aECVuNppS/UUpoMXEToMcLpjHa5AXNpUSNttOQYjXbjVJaybvE+v0Cgn0w2YMYLEcUQKiy2otYsBzUabZQoB8/Zr13OldknE3esnfUYpfyGQWdNxopyiJlILnhXs1uCsG/xVle4EWaM9hyaIgK1Gb9hpiUH6LyX3lFF4Jen5RiucTBIb6dYpSOVk4L6km920wELilGWaEflxccMCMLm4Inm7yBEstSBvN5InNBT9P6RSHqkJNdUOT82KZVkHKp5+3S1ZDm5wUiMz6RdBGUFBRUNn6wwFkixzyh8DYp8uhRUdM9DjNaHSUYP8mPssBIak/2MdYDcdocsz4jtIXXwijQQ7/r9an9QFVDeFFYG5KG8xN5w4GIK6DJuvtOeULQPOf1l9wFQAFZXHBvFDnD/fD7uAL3if0iQY5u9r0mGiy/uowW1imuaeutYGvfwpiEqPoe2ZPVn5qnMw9GvnT8VQFmS2o0lY4nkHBj4H5BoR8fqGhug3JYveqAzRUhVdjNLvXWmoHM9vbsrlaG/C82fxHkf1YBjfXyj/yvK0NdN7sggVAl34d2L2hAJ/Hb5rm0DIPDSFxJAvZnPCI+E6twsnHm25HTL7n9PY2IYLjjPmvLmk5UQQnDRqq3dRWNLScMIKTBqoKJXlV7W1GBBGctEjJimf8FacGUygCDTUldU0GpSI4uVFVVIu30ddywghOGngafRGfOYIjQmRgqg2x/OvN7W1CBMcZZ98bWa3rVILFJiPLkW4zglMYqnpstghOWZTlV7N1ZW57mxHBcYQz1sG4m0e2txkRHEdYHU0XKongJIcUCXQeQsR3ahUiUr42RN+Rnak8WG2QN/lNpDmKcEwOjg36hDxeQflhDXJaxVvPIAwJnjCTfhllWk1lWOJKgLX+8Md2sUdbwtdeHh865vPVhfajo70owUkPJSBTssdFSW0MAFVeeyiduOqfvlqNaFO0sMybvlKZeB2iHEenqfsM7an9NZOIiRBPW0wo+mLbmqkDzPLrx374aJVhFUYziZzItAwc8rc10NtEbA+zVehszSwFqNtib0F3FzCsjta0TFECpx9tbjW8UDmivMCkbUR5gS7TFOV7ZlI/sR69LKMMMryvm2w3+Y0gfE3iSoDiPag/v/qzG50QRU21m4BqXLnJIDPQ71XMVxzSr1mUZrS0Cp2pnM0kT3O0Z7Py9WtqTuIWlvqFnUnDdZiIK8T8tmDri7I7W3DfJhwTZYot0bf14MjGe0CXRoaPGVSMoee8aT3ivgdzqnnHXqns2VFoyG/WnmZlBlSFgImkMoIIItD6E13O13tkJ4oPVIbOma4qahYmwUS+p+3rz2A4i0HKHFwVVXzq9RX8RMmf2TtI9AqM/VtQqtwYFc5fFj4fW6tJ+QJBfyvglzlQnABAmTss/6v2hV3zhqAxbsEo42q1Te0U3+X+UP8XRmtXwDuWaKzxsOrLjS1IjA6Pk/CbLITmVnb+ucBMYZSQGkNuQDWuKGziOBq/Z1pXdnPNZXaL/FTJ5FHlMTnWnvK95vK3Vr7XWqRmxRulevp38Mkk0YugTRGZ+m9DlOVVI1tOjSa9q1c/Vrz3X27vOqC9TWlXDLq4f3ubEMFxREluJQ3Bj4sITg1sXZNLwB8ZXNKhKsdmi+DURnlhTXubcNxwS/Yglr/7CbdkD2pvU9oNskViyAV9W04YwUmDvG3FqCfp6uURmGPbDwfa24QTBhHfqXWIMKbaAL6ARqfzePz4VQW5GfaGDpEh4FFC0bBDx8TRfJtJfjPii3hv6syT5mYQdPaIJFTUIFB4KryWYP7wrJ8e1BPAVe1nUuw4Gr8u4syE8eypgEqvdis1BsLsisZAUwvEaxNZKvp3n181nxX0BIzpoOXZBLN2Mpt9Ed+T+uSnmM4qjDXq9etV7z9kCVS9TrnFGVfBpuBfpZkfTJ/lNczyiPmD5+0CS1pkCDmDxw3MLbP7UqzTpBxbC2OuZoHE2zKYp1lgeb1txGdKnPHRGYfNzT7qv6d4L5oFltWRMyabXT8eoLLRi4Q568cdzNRcAO9AiE1zeAaOGavIyN4L/6+lmTEzNluoTrE9TXsNIbi5CcuruZkviwk7ymbGeBLZB3qZknnb6Aw+q/CDhhmgpmYg6YwCwU4xoLsOkQGmCvsTrxjKRy/ON9jhMHl1mjGuAigEWpz3/5khEsAzgjaCqm+qSiCgGPoSv8HjNnn5mCwkIvIj9D1xEQaxX9H7dovUtJ8OGN61TftE491q6JWDZYu+Vdj2KLfGRh+bMB6+LGZswnhy67XzDQJrXWSw14cYU+FaDL5T0BgzlpRmi/YfcyZE+0EJqOxdl3/ENhwJS+poupVjwVQS33fHkuV1LAKyHwnEazNrx8Hn5jD/zRWG58fMZDMWFYSZVK1lUYnlH+s3TFs+X4e7b48XS6o1MGVeCvuSJDH2sgF89q9FrS8ztCDYScisivhOrcKpQe85TrBHWUlIi2lvMyI4jkjIim9vEyI4jlj93Taqimvb24wIjiP++6/v29uECCI46ZGaFX/KMM4j0JDUMeI/nUpY/MGq9jYhguMIVVX54pXIAlERHBkiXkAb4uCOUmorG9vbjAiOI9STcLQ6guYx9urBxCRFt7cZERxHXP+7s9vbhBML+qxfW28RnNLYvGJ/5H16iiHye59amHjHmPY2IYLjiOTMOM66Zkh7m3HiIOI7tQoRKV8bwK+qSKpKcqcEomIcbFm8t/V5QzdVmPQpGYKGa3+bC8atS1pEeZM7yOM2BJ42yGH0Y2F4BR1ZVTASe0MgLN8r9YRvFYceNNQgu9NlPWGIdHOzR0cxke3VC2qYWl84lx4QXgx+rreJSJsXA8d7gtcpytEMbWJilF6mUS4m5D+EF1xTXNtC2GpzmP2GgWb4tC11O7ZQcPPwMaewbw21U/iYvi8eEyWoun2ijFEMMq/fQ2Zyyebs1dte/A0MbWvRbQof9Jl0uqL0QrfDKuQRZQy6zc39Rvp9J8pGzUIg6PfFoo/WYJcl7IdyyYXnJyxxCxcUMGkVQ1DsoMRNPCbuS/qCBsKVGAK+S83LNbT8RtuaO2YOQVIohW8s3b4joVrrdR4JdVxk9evPilO4ccKLPYQLNQQkDv424r3UIDS9VdXSyoKYVRGu+ZPnF2BFxiYEgdfLF+9FnyLm1+qyIKNG5n8iiMAUKuHg531Gdmb3+gIK95Vr50wkdmJPJYVPhsszkXlLQr9gkJmoTWXDZvI+MUCx7rOI5YivKP28Rwk/83UBUcps9h7Q/oo+mFvcD3YrHsG3Ed9xZsHPRYmNmWy/PYOGi/15VVFT9vHR2NaW32bNhSI4FKKdx0tCdyT1HK+3jugutWTfrFeWIEnN26a3vbk4N/yuN5OQtWXYiGONo1ml7lhI+H5qnS2horCWef9d22I69WSS60XwkxHxmNsQu9fms3HRnvY2I4LjiKz+HZCtkcfoVME5t4/G4bK3nDCCkwIJKTGcf/2I9jbjhEIkgGcExwKLv9oUGpSK4NRA1yFZ7W1CBMcR590/tr1NiOA4osfgTAZP6NHeZpwwiPhOrUPki7oNkZAew9m/HNreZkRwHLFlzo7IKiOnEFZ8tQlvg6+9zYjgOMHr8bF0xub2NiOCCE569BnZmUHjure3GREcR6z7blt7mxDBccSyVrBnIjh5UHKwim0/5ra3GRH8zBCR8rUBVDQaZWVRLQs/Xd/GZWsUR5GOLYlyniBn1W/IQ5M8InQZkkiXFaVMYQle09WwtP2mZep1Nbfym37csOKgUE5D8AJqBPlevbCvt4NRBtZ0vQ2DvClovyjlM0i2gmnF83YT+Z9ZHn0sasCF/Vg/fTONNW7t+kwkcgaqf/CvKIsLXYZA3/cLmXxq08YzSA1NbBbPm9HR1UP+Hgo9T3Nl2oMX6jCcb1qauKKRmXzQ7PcUj4n3nRk9O7QSoHBM7NRaoparofvWXO5x6H03aGIvVkzdiHKIMSIVWbdJlMiJ+/qKcAaadHDaI2CQ/4Vh0eVmgpTOmN/k4gTIJrIV/ZiZzBDCbSe2objCnhJsaYPURVx90GQqRw5JfkXZXVN5olinoR31thUS6Hu2Zp4Pr36PiPeaeF8Gd22qoH8NokNaIvGJ0exYk2ew02xFQlHqp+/HWG2mctSfNdRjENegPbVFEbQbVFUNyfk2/7Afm9XSZFUmAL3bEvuCUL9l0P00FQFJzcifdYlfS/I+MQyCbpt4LGDiH4iyvEahI9dtMZMdmcnzxH1xRWKzVffE96rpCmEtPGItPYFtplYTKjrjl8OY+XLrgiO3Rzdq5reaoa26r7aU6h0veaF8BNc+cFJvln2yttlVCs1Wdja7DLNV+0Qfzuz5al4eaFan0GccJ5nZ0dzfP1W+d3Sy2dZnyuqVQsnBKhobvEde0cmIiO/UKkQYU22MyXef3t4mRHAcsfzD1aFBqQhOfhzYUoQSYcidMpAkKD5Q1d5mRBDBSY/UrHjGXzawvc2I4DiitYNSEZwcOLilsL1NiOA4wucJUFlS195mRPAzQ4Qx1cZYMX1Ls7MBZqPXLQUgtrQw7dGUMxSeQRODi1uEWTs9mGZzA7c6Q0icgRNZQzrTyYxxJV6v24SyZRGmMsT8OkNIZEk1ClOEetvJBhZX05JEdoInWL+tmemucKDzprObbjHQqDh7eQjDZtQvBrNr6V6qg0E8Wxq81k0WV8VuaVYuEGpbkWUilhkM7txMfn3y1qx88VBzAfZ12ISpMZ3xJR7TA7sa73+RTRNk6DTDmNIRLdDJxLRmQV59JvediNBxwSafycyzsUy1SdpA8Fh0kgtvcL+5AJatnRARZ+J8NB3sEvuL0L6h7DBDx/z3Ct9kuqmiyTrjwC8wm8SZSJ1VJD4fdqFMnTUm2imapzPD9L9gzqKyCywwq6QHIm/KkoLwTKbIKDRjUVlMGFWywIIQ20YO0bTC9ej1OyxWFNmPU7aY9utiu9tlS5P8Wj0n2fyPAia3608vM4JTDnrgcxWVkvwqtv54IHRO7F/1QOhiX2PG+BT7HyWULnxMNelLWmJRiV2W3u0YWFLC460vCOMV6rE0wzo+tEyDD2f6jhLZqIJ9IZ9EONa0miNiOhwNzFgsLeG8+8fy3b+O3eBUW7HAWhsQ/WjRUtOZvUHM8jT3G/wUk1tqwyNh5cQluZBpPmC6iTjAWNdh2E/itZuxp4414665776fgp8afLy9IclSsytv/tyv7agQ8Z1ahZPMY25/9BrWsb1NiOA4Ys30TdSWRmYEThXY7E3lXhGcvMjsnoLX7W854SkEVVGPyRZBBH1GdG5vEyI4jpj/1sr2NiGC4wirI+I/nUrI6JqE3xdoOeEpgojv1DpEBqbaGGUFNciWSLOeKsgZ153EzPj2NiOC44SifRXtbUIExxH7NhXibYwEuz/RsH79ei688EI6d+5MVFQUSUlJjBkzho8++qhJ2rVr1zJx4kRiYmJISEjg8ssvZ+/evablvvLKK+Tk5OBwOOjatStPPvkkPl/k9z9eqCiuaW8TIjiOGPOLwZFVjU8hlOVWtrcJERxHbF2Z294mRHAIfg6+U0TK1wbQ6eg+VcHt8eJHxa9o/DpRkmImywtJ+Vrg2hqCXQvl6HI2UWpnRu0TaeCNQQJAwNK0HC1tsJjmBmJN5FO6xM0tROUUpXy6bMlMYiPW6RUqNVLXdZmYIG8KatR8QqBRg+wnWJffIIEzC5oY3j9cYHcxrV7P3nUFqF5fyL6W6Ox6MHFx4igkRxODpB6G8n/oeb3JrSLdvIWAkoeeO/S8fvynstZFOy0hOaZQp5DAEZI0iHJMg74KAJ9AYNF/Wn8z96p+Hc0FjtUlYQaJm/Afb1BT4QvqOXqdns2OLQUm9Rw+MLZZO5pRmcUA2j4h/Lk/+NA1F1zcEmwcURZnuNeDu15FkMeqTWUrSgvPimHxgqDsTpQhBgz55WCZgpTPpHMKCHeEUxYlcHo5TbIcYlNTeZ+ZtFmEoQ8N2mnW34y7chBfm8RBMVl3wbRMbaGJ4xSF9njhBKCjV1VV0alTJ6699lqysrKor6/n448/5oYbbmD//v08+uijAGzfvp0JEyYwePBgPvvsM9xuN3/+858ZO3Ys69evJzU1NVTmM888w2OPPcYjjzzCOeecw6pVq3j00UfJz8/nzTffbMurjaAZ+HwBU9m+DoMcTZfiN/N8hSRu4qIcopZP7/9akPeJ+fX3VXPB0fV+wy+WKdzbh/MPDAtwiPXrZQvlNNdnh481W80xgxLygVqfZ/Oi3UDLcrFjBbN6WzK/tQHRfypaku+Z3UvNhWb4KUN/zXXN4XYwbwgl5LOHj/UYlU3B9hKjDyjs62mbk8IdLjj6kdxD5lJAwSZD+cE+wWSBm5aes+au8+eM5iSTZhh3+UCmvrToWJv080HEd2oVIgNTbQxHlJ2EtBjK8qvb25QIjgMS0mPx1DTSWONpb1MiOA5o61U3Izix8dWrS0+2YaWTAhMmTGDChAmGYxdddBH79u3jzTffDDlXf/7zn3E4HMyYMYO4uDgAhg0bRs+ePXnuuef4+9//DkB5eTl/+ctf+NWvfsWzzz4bqsPn8/Hoo4/ym9/8hr59+x6/CzxFkdYxAdkiRxaYOEWQ3jWZ6uI6Av7I730qYNWXG9vbhAiOI6a9Elnc4ETDz8F3inBo2wAeJYBbCeBTA+zeWkB5WS0+VcGnKiE21aHLo+ubNbiJx2SJ0KbPt9tkKbRFWcOb06JtDguhTT9ml8ObmD+gaiwgn6KGNk+A0KZDtEMP4SujzWaoqsaS0je3X9W2QHjzKsIWMNmE8/7gJkKSwpsOvW5V1WYnA6qKV1FCm0fYvAFtC9l2qH0mdngVmmyegBraVLQZFkXVtoZa44CURdI2mxze9GPicbNjdkt4E+8HsSyz/NbgZpZOTKvbLtofEDYRepniPaCoUnhDG6j3q1KTLSBs7kB4awjINARkPIoU2sT6LZKKRVKxy4Q2q7DpNovXcai9TW3WNr+w6feNtml1i7+xTyG0he+xAF4lwHm3j8Kt+nGrfhpVX2hrUMKbRw3gUQMoqhraAoS30POFFNp0+AiENrHv0PcCwj8/SmjT08mSFNrMINapp7NJcmhzWiyhzSHLOGTZkEdvT0UNP5tm16E9qyqqqmKTLOENbZOEf8b7TusPXdbwpvdnWj+nbVY5vOltfCQQ+xGzvlo/dun/jcWjBPAoAcN9I+bXNxEWWcIih5/dkwrqMdraACkpKVit2nyb3+9nxowZXHHFFSHHCiA7O5szzzyTL7/8MnRs1qxZuN1ubrnlFkN5t9xyC6qq8tVXX7WNgREcFhuX7zONmXGoDyVCfAbN/K3mzoc2oU/T+yyzd0RAeHf4hU18d+ib6GeIvpXBFzlk8wYIb6IPEvRTRH/NL2xG+9p2O5rHWGzPlrbaygYki2R4Vx7N1pZobZfU3DUdC4TetcL7Xf82kGjqC1olo49okbVN9KdEf1PfxPN6HrEc8TtA97HE86JNh/ohVoeF064d2kQNIJZ56PUeRTx9rUwTP0j0C9sbkiSFFB0nK6LjHFx066ijzq8K/04aRHynViHCmGpjZHRJwhXrZP2iPe1tSgTHAT6P/+TqOCM4LD557vv2NiGC44ipLy5sbxNOKdTUGGMMORwOHA5Hs+kVRUFRFCorK5k6dSqzZ8/m1VdfBWDPnj00NjYycODAJvkGDhzI3LlzcbvdOJ1ONm/eDMCAAQMM6TIyMkhJSQmdj+DYov+oLuxcn0fBvvL2NiWC4wBPvRfFZPXmCE4++D0Bvn9zRXubEcFxQmOtl+lvRX7v44WTyXc62eZy2x071uZFBqVOIThjHCRkxLWcMIKTAtc+eFZ7mxDBcYIjysbFd4xpbzNOOBzLlWU6depEfHx8aPvrX/96WFvuvvtubDYbaWlp/Pa3v+Xll1/mzjvvBDSKOUBSUlKTfElJSaiqSmVlZSitw+HA5XKZptXLiuDYYtFXGyODUqcQEjrE4kqMam8zIjgOiIp3Mu6mEe1tRgTHCR17pXLahRH5u4iI79Q6RBhTbQCfqol0Aigkp8cxZmIfZn+0utn0iiBfcQSD5IoL+VkNwc21fbsQAVgMnC2Z7OlJjYGIw+f1AOOirD8giWm1v4Ygd4L94cB/h5/pUoXzOsVZDGRsNlEmnleF+nX7xCpD0iEhj+UQ6m5rYBZIUYRop94J2IOFV+RVUW8P/3i6feLvaRaQUjwWumbDPSDUb2KUTbg4e/B+cFrE8+F9M3q5WYB7syDTzbVhOOC8IJnQA8MK6cyCuCqq+W+k128S3xYIB44XL0cPMise8wkG6NdnDGxNk33DMaFR/MEA43rw8S/eWhoKSi7KRQwyNv2wZL40sh4UHEPbHH5JXSl4c6hC64p1WoPnzQIGG8oR2zuYVnxmHLLZXEUzz7mq5w8f8hvuJzlou5hFCh4T+jhJFvI0takl6P2UeC+JsmC9LPE5UoR21APC+w4J0q6qMHvqarzB47IxSrJWjxCAXrxvw/sWfCfhcr7HCgcPHjRQxw834wfwxz/+kdtvv52SkhK++eYb7r33Xurr63nwwQdDaQ4nmRDPtTZdBMcOfUZ0xu60sn6xcXKvpX6ttTC8W3Q/RujfQgGdhfpkccEJk+DokiEQevCY4R3X9Pk3u5rmegmz7uN4sbQDhndx636DI5FK7dtYiKfBd0QSOLPyj1bO19JiNWaltnR5LQbEPkwBh8rZwnn096Z5Ofo72CId/rzc9BVmgGi6YuIbidemHzc0vdQ0rW67r97LD59vMKn1yGEWqNzgZxjSBv3SZu6Rpp5sc+WHD+rPX3MB008UiP2YmRS6xWDzJgv5tBZVJbWUFVRrISCOIP/hFr+IoHmcTL5TZGCqjVFeVMO8/61tbzMiOE5I7pRAZvdkNs7e3t6mRHAcMPGqoXz+ViSg46mAuKRoMrsms3np/vY25cTCMVxZJi4uzuBctYTOnTvTuXNnAC644AIA/vCHP3DTTTeRnJwMYDpjV1FRgSRJJCQkAJCcnIzb7aahoYHo6OgmaYcNG3akVxTBUWDrj7lYrBEi/6mCHsM6UVFYw8EtRe1tSgTHGNEJUXQfnc26GVvb25QIjgM6dEmisc5LXm1pe5ty4iDiO7UKkYGpY4Ar7hnLZ/9a1N5mRHAcULCjlLLdkY73RIVHaWRV9RLyPPup9Vdhk+0k2zowJPYMouUYllfPpdZfZXhXWHHQJ2oscZYU9rrXUejbRr1ShQUrO9+eQbS3C/HWLPa6l+BRakiwdqaL4zTTmYFyXy57PStQUehsH0aqrRu5ntXkezfjU90kWDLp5jwNpyWFan8B5f691AWK8aseXJY0ujvHI0tW6gIllPt2B8+5iZKT6RV1JhbsFPu2Ue7bRW2gGEmSibOk0sMxmg6OLk3sqfaXsKNxCZWBAiQkMmy96RN9Og7ZSMMt8u5la8NyfKoxuL+ETKa9FzWBUmoCwZdWcDIsxpJEL+eZWCUH+z2ryfNuCl5jBj2dpxNvzQjaUMQez0qq/HmARLw1jR7OMSRZOx3tz3xMYLHKEVnRzwwjR47kjTfeYO/evQwbNoyoqCg2bdrUJN2mTZvo0aMHTqcTCMdH2LRpE6NGhQO2FhUVUVZWRv/+/Y/PBZziSM2KZ8Bp3fh+6rr2NiWC44AN83a2twkRHAZVvkqWVi6hwJNHXaAOpxxFJ2c2Y+LHUhdoZHnVAhoDDYY8MdY4zkiYBMhsqVvDnsYdNATqcBQ66Xgwm25SXxxSND/WLMCreMhxDaava6hp/TvrN7C1fg1Wyc7wuPHEWZJYV7uEfe7tqCh0cvRgSOx4XHIcBzw7KfDso9xXhF/109nZiyGx4wDIc+8hz7Obcl8xPtVLhr0LQ2POIkCAHQ2rOejZSZW/FJtkJ8WWxcCYsSRYU5vYU+DZw9aGFVT4i3BIUXSLGkRO9Eisks2Qbq97A3vc61BUIxPeKtnJtPekxJeLW6kznEuyZjEwehI+1c32xuXke7ejECDd1pWcqLG4LAmoqkqxby+73D9Q4y/BIllJsmbRJ2o8MZamsqv2RMCvUF5Y3d5mRNBKnEi+U2Rgqg1w6MoBC7/eSCD4qRsQpB4BVZsJtAkSH11m4mgh3Jf4yWtthq4bSqubooRPilImfddAPRUpuqGym8r7QFtx6lDIZlRhUVYXrMAo82pK7xSlQH4Tm0XoxYvSR1HyqFNvA83wVHVbRdmbLsETZY5m9Ghn8EdI6pRAj2EdWff15mD9TfOIraW3ud/EnuaowLr5BhmWsK/bbybFE202k+2J1yn+djpNW27GJr0sn3CPmdVjRif3NTNjEL4O8b4T5HIWPZ1IqdYgriYpNsMP1QvZK2/jkmsuoUePHtTV1TFjxgymbX2LVFsWaryHyZMnG+z48ccfWbblU2QsqHYfF116EYMGDaKhoYEVK1awePEsVFUlJSWFC84+m08//ZQUWw9iLelNrmmH+3u6DcggJiaGlctmEudJpc5SzPU3X0+nTp343//+x8odU+jmHMte9xIyMjI4ffhwUlNTef/990nwdcRlSWV93cekpaUxetgwMjIy+OSTTyj1ZqAQYI93EWPHjuX0069CVVXmzp3LstUfMVy9hM4O7aUhSVDmO8Cimg/o06cP1198Fx6Ph/fff5/51ds4N/EOnLIrdP+vq59LlwGZDBkyxHA9Bw8eZO7cucTFxXHllVcazk2bNo0C70bKfLlUSnn88sZfkp2dzdSpU1m69X3GxFyLR61jbf039OzZk9uuuh+AmTNn8uO6qVyU8ECo/uaeWR2i1E+n6Df7/JjQyMXi9T7aIzyVCio+FALBFQ8BvEr4JtNlisbVv1RDfgBLQMKntvUUWftCVbStrctsCyxYsABZlunWrRtWq5WLL76YL774gn/84x/ExsYCcODAARYsWMBvf/vbUL7zzjsPp9PJ+++/b3Cu3n//fSRJ4tJLL20bAyM4LMrza9ix6gAy5qtWGVbZCvb0BsnTEcg/zN6rOszkfRB+HxpVvaKfpdsRzmRWfktytyORBf2URemORGVhJkk0gyjVbwl9T++C3xdg96qDpufNSvqpsj9jWU0LOxp5n4hjKUAy86fEfTO/UNxvTuqn41Cp3ncFX+NL8XPZBZfSqVMnSktLmTp1Ku8XvIHLEkNy1yTOP+McQxkzZ87ky5IPqfJXEB8fzxU3XEG3bt2oqKhg/vz5TN/wEQC9evWiV3Zv5s/9lh5R/bDL4a8gBQiofhZVzWDcmWMpKipi8a4ZeBQ3lhi47b5bcDgcvPfee3xe8jp9XSNYX7eE7t27c9qQ4aiqyrRp0+jq7EOlv5R5lZ+RnZ3NqKFDiYqK4r///S+dnb3Y0bCWA8o2zjn3HIYOHUptbS1fffUVX+99nQuSbiPVnhW6rl2Na1lR8w2nn346t555Lfn5+Xz88cfkeXZyTuKNgOag+lUfq2q/ZcLZ48nOzja0zYYNG1izZg5dunTh3LPODbe7ovD++++TZM1kc8MiLDEBbr/zFqKiopgyZQrzCt/k7ITb2edex073CkaPHs35599EbW0tn3/+OWvzvmVc3A1Nf9BW4tCVzw9Fc5LAw8kkm5NwHY0s8GRBxHdqHSKc6WOAnGEn1sx/BMcOFQer2PBthJp8oqIuUEvPnj0ZPnw4hYWFREdHs3TpUs466yxKffl07dqVl156SXOSgltiYiJetZFeA7qxe/durrrqKg4ePIjb7ebPf/4zzzzzDABdunThn//8JwA+pdG0fq/SyEUXXcRNN92EX3VTETjIvHnzOOussygvL2fhwoWMGzeOve4lyLLM6tWrueeee3jnnXewWCz4VDf1ShkAS5Ys4d577+Wdd94hLi4On+qmLlDKyJEjeeaZZ/D5fCiKwowZM7jxxhvZ0DDbMGO3rn4WZ5xxBvPnz8ftdpOQkMD69euJSrCxrWGZwe6A6ic5OdnQLn/84x855xzNCU1LS+P55583nLfb7eR7t1Hi38fMmTM599xzKSsrY+7cuZx99tmsrv+StfXfcOuttzJ37lxUVaWxsZHTTjsNn+o2xM86EZDVNQWf12wI+RSHcoy2I8Add9zBgw8+yGeffcaiRYuYNm0a11xzDR9++CEPPPAAqanabPeTTz5JQ0MDF110kfbB9OWXXHjhhaSkpPDAAw+EyktKSuLRRx/lP//5D3/6059YtGgRzz33HE888QS33347fftGgrgeL/SO+E+nDHasyGXv2vz2NiOCZlDjr2H06NF07dqVvLw8unTpwqZNm+jQuQPlvjLGjh3LH//4R4MfEB0dTZW/gsmTJ7Nz505GjBjBvn37cDgcfPDBB1xzzTUAjB07lvvvvx+FAD7V26Ruv+rHr/q46667NH/JV4zsUtm0aRPp6elYLBY2bdpEWlYK6+uWMHjwYGbNmsX999/P008/DYBbaaTcV0Tnzp1ZuHAh9913Hy+88AIAHqWBSn8xN954I7fffjuVlZUkJyezdu1aRowcwara2SFbvIqbVbWzuP3223nnnXcoKipi5MiRLFq0iDJ/HvvdW0JpVVVFIUBmZqahXV566SX69OkDwNChQ3n44YdD53r27AnAjsYVEOVlw4YNdOzYEdAGszp2yWRR9YfsdK/ghRde4N///jfV1dXY7XaGDBmC5xD21YmAjr1Saaxr+rue0oj4Tq1ChDHVBvAH7w59JLiosJKARSUQMN4xsn4HCQPG9iCLSgzWqwrDhaEZOpNZOUPZ4oj3IX8PzaMPZIujksaZErVJHsUQ6Kx1I96GQOYm80himT5FZ5g1E6AwZHM4j86Uam5kPsziMj+v2+c0oRqJYS7ssnjteh7trys5mgFn92T9tA2GMkWYBeM2DSIp5BHvHLMAhWKZ+n5LgTHF31NnGJkFu4TwjLDhGE0h2hEi6jVze5jZIUI/Hi30Sk7hd3BadGZM0wK8QsPX+sP7vV29mLH6S1avDi9G4HQ6ufTSS/n+++8BqKqq4pFHHmlS5ltvvcUrr7zCP/7xD1xyCgF8vPTSSyGHwXBtSE0CkFuQmgSMPeOMM8jIyGD8+PGoqorX6+XBBx9k8eLFKIpCVlYW8fHxVFVVARrbxyknAhK9e/fW2ikQCNUTIyexatUyzjjjDBySC49aT2FhIbfddhsffPABNUo5cZZU/EoDNYES/u//XuO5557j5ZdfBqBr167ceuutvPL8a4yInRRiAg2KGceK779n8fxl+FQPUdFO7rrrLt55553QtZSVlRnaTUIm3pLGyJEj6dmzJ+eccw6KolBXV8dDDz3E/PnnEhUVxQsvvMCIESPYtWtXKG+arQsOi9U06LnZ/SQGFNcZUYZ7Vey7QseaMpoO3dcRIMDubfnU1jQQCJ0P35hmgYCNLAut1tqAgt/E6Y7gp2HMmDG89957TJkyhaqqKmJiYhg0aBAffvgh119/fShdTk4OCxcu5OGHH+bKK6/EarVy1lln8dxzz4UcMB1/+tOfiI2N5bXXtGekQ4cOPPLII/zpT3863pd3ykBGCgbHlUL/ryqpCx3XofcL4jEzn+BoYtS3xDgSy1RM+hqRVay/d0UBj1lfIb4DzWaHj9sQfQt2iGitTS0xq8T26DwwA6fLwbZl+4T8puY1U9bhcTSByI+GRSVCz91cjnBQ8FYXGSpL/I3MfDxxYSS7wYfVKjWoA0zqF+9LnwL9Y3szdepUpk6dGjreu3dvzj777JAvsG3btib+k9PpZMqUKVxzzTXMnj2bNHsmtYEq/v73v9OhQ4eWLrdZ3HDDDaxevZo//OEPAGRmZnLXXXfx6KOPsn79enr27Mm4ceN44403QnkSbWmsO7CYrl270r9/f+bNmxc6F2tJ4t133+Wtt94i1pJEbaACh8PBDTfcwP/9+H+oqoosSVT4C/CrPh566CHuvvtu5s2bx9tvv826deuYNGkSGxasp4tzYLCN7fSPHsfUj77gUz7Hp7rp07cPd955J9OmTQvVvXnzZkO7xVlS8agN/PLaa9myZQu///3vAW0S8O677+ahhx6iX79+XHvttXTv3p2GhrCEspfztBbbrrWBzFtiT7UWO1YdaHXaU5lFdbzxc/CdIgNTxwBet//Y8nkjOGHQWNXIvhX729uMCJrBgNjBeBQP8ytnER8fT2ZmJmeddZZhKVWLxRIK9gdawL4uXbowfPhwJkyYQJatPw1KDXWqFkssLy/vqO0ZNWoUS5cuRVVVMm0DWLRoUWh2r5NjBNX+fKDekMdlSWFIzHXkuldQ4d9rONfFMQK77MIlxxElx7Ok9h1SU1OpqKgAwIodIBQrKikpiaKiIpySC7daT1FREaNHj+Y59TlKfQeJsmjBCzs7cujsGICqqkwvf43Lr7yILVu2sH37dhIsWqyo5ORk3nrrLSoqKvjkk09Yv349VYEiRo36BUuXLkVRFLo6BrN48WL+9a9/ATBhwgR27drFmDFjeOihh9i6dSuvv/46loDVVNrbnjjv6uF88uqC0IqIEWg4Eejot9xyC7fcckur0g4bNszwMXI43H///dx///1HZkwEbYqA7/ArlEZw8qBgZxn2aFvLCSNoF1yUNokafwObGrcQGxtLTk4OOTk5rFy5MpTGbreH/CdVVamoqODcc8+lpKSE2bNnMyR2DHnu/aiSihJQKCgoOGp7Ro0axeLFi4mzJOGyxLJ48WJ+9atfAXBG/IWsqV3YJE/3qP445WiWVs1ocu70+Avp0JhNsi0Tr9LInEotZMK+ffuwCHGjvKobCPtP0XIsDUotRUVFjBo1ioVzF1PtD8ea7Rc9lgGu8XiUBr4of57bbruNTz75hMbGRhKCIR/69+/PO++8Q15eHm+99RbF+aX4VA+jRo1iyZIlRMlxxFqSWbRoEb/73e8AuPjii5k7dy533303PXv2ZNmyZXz44YfI0onno4y9bABTX1rc3macUIj4Tq3DiXc3nwRwuuwkd2h9dPwIfr6QLTKZ/TPa24wIDoOGQD3p6eksW7aMJUuWhBwmHWlpaSxdujS0paSk0L17d0pKSmhsbMSt1uF1lvP4U3/iL3/5C3fddddR25KWlkZlZSUW7DjleCoqKkhLS0OWZZxyPEm27qb5Yi3ppNh6NDkuS1Y62gfikpNYWfdfcvr25ve//z2PP/44iZZMoi3xAETL8chYWbJkCTfeeCOqXZPqXXbZZaEZzNmV7/NV2b/5quzffFb6ArX+Ckp8B6hTKrjtttt45513iJbjSbN1pa6ujr/+9a9Mnz6dysrKkCRRvEYZmThLChUVWqwJh8NBdnY2ffv2Zfz48Xz22WeMGTOGTz/9lELfbkp8uUfdrscC/3ttIcqJuAZ0BBGcxEjrlIhsibimpwJik6NJ73JiBW2OIAxJkmhUGjnjjDNYtmwZc+bM4csvv2Tr1nD4itNPPz3kO33zzTcA9OjRg/379wNQ6i0irnM0jz6h+U8/JV6f7ltEW1xEW2KoqKggPV0b6EmxZdDRYe4/ZTm60cnRs8lxhxxFTvQIFDXAnMqPueiiixg/fjwvv/wyXZ39QmoMPRD6kiVLuO2222hQaunduzdjx46lQ4cOeFU3MypeF7bXCKh+9ns2Y7VZueGGG3j33XfJtPci2hJHbm4uL774ItOnT8flcrFhwwbSs1IN1+iUXDgll+Eas7OzueKKK3A6nXz55ZfcfffdPPnkk2xvXNokmHp7Y9orS9vbhAh+pogwptoAAQJIBPAHCdy7t+bRUO8lgHHmTzZpbl3C5hYoVnZhvFAPdC7SiwMmwSUNsj2laR7RzTMLXm6QxihNA9qJ5esBs0XKp57fLMi6mNZQtclIb3OkCZ3KbxccVjMqsvE7UjXkPTSPGT1bP2QXzon06MAhsjnFF6CxsiH0fzO52qH06ENhds3GAOJaoT7DPRDedwekJvWYBcE0kw+KEPPoab0tyO7MpH7iNZpJFsQmMFDTbXqZYUNscji1M7jvtCjCeT0wdbgku1f4wZDpH9uD5QeX0LdvX6xWK2+++SbPP/88v/71rwEoLCwMaf91VFVVkZiYiCRJ+NRGAoEAe/bsYdCgQdxyyy0GqjiAVbJgl7Tn2xK8G6yS3IQ5WVtbS1ZWFgo+VPy4XC5qa2tRFAU7TgIYZV9SUNJiw4LlkHkEiyRjly00KNWsrPuYjt3SmTFjBrfeeisbN27kzLjbAY0tZZdsdHcO4+9//zv/+te/2Lp1Kw0NDaxcuTLk9HzxxReh/YkTJ1Lg3U25v4CePXsydOhQLrzwQjrZh5Bm68G+4rW8/Ny/ibd04JtvvsFqtXLnnXeyePFiamtryczMREHBq7qJjo7G4/Hg8XioqqoiEAhw55134vf7WblyJTU1NSQmJlLpyaML3Tgc9PvJdDEHIZ35wgrmN7O+GIVyiNTvxt9O5IPn5oViX4nB0fWA6c0FW/YKfb8fXzNX8zOFSttrjSLjf6ckJEkLci6rYVn+5uX7QD1Emq7Low3v8qC87wjY6eL7SpePtCRdaYnIqQjStZBMC/NCzWw9UfhhSgtyteYWQtGhZ29uLF+/dnExivqaRpwxdlTUkMTvSOR3x0Lq11byPjHH0QgoDIH+g7stLYAjLoykhz4AiA7uRwvH7HLTTlz0oxqCfuWg2F78b8E39OnTh5iYGGbPns2dd94Z8oEWLFjAxRdfbChH959AWxlZaZTZs2cPF110EWlpaXz11VeG9JKkbS09a7W1tURFReFTffgUL9HR0dTU1GhtIDkOn7kZlHjz+K7iPc4880xee+01LrjgAhorfQxNORtVVfGpXuIsyWTYu3HPPffw+uuvs3fvXoqKili0aBH19fW4XC7mzJkDQH5+PldddRVlvjz2NK7j4ksuprCwkNWrV3NG3NUoqp+Va75ix7p9RFvi+Prrr8nOzua6667jH//4R+ga/fjw48PlcoWusbKyks2bN/OXv/wFgOrqaj799FP+/Oc/U+kvJMPedPDtUDQXyLy1aE1+WZa44v6xfPriQsDcHzslEfGdWoXIwNQxQGaXFKJjHKxeFFkK92RHpL89sbGsciWLypfS0dkZu2RnT+NOZs6cyX333dck7YjYc0ixZZHvzmXt2oVUVFRw9tln8/28BSiBAO+99x4XXnghY8aMaZI317OaYt9OJCDd1oN0m7mDsGvXLiZOnIiKyj7PSs7vcz67d+8GoDZQxAHvauId8aH0u93zccix2LCyvXGuoawd7kXYJDt7PavJ6JrCnDlzeOCBB/juu++IlhOoUyrYWDOHcv8BbJKDHs5RNDY2cscdd4TKePvtt0Oxtu655x4sFm2Qxu12ExUbwwH3Vp6+5Sk+++wz6urq6Bg/kFLfXizYSLRmEWdJp8yfS2VlJVFRUaFrvOyyywDY1riUs8acxZ49ewDYuXMnHo8Hv9+PTXLS2NiIz+fD4XAQ8Jwon2gaPnx+fnubEEEEpxz6je7CznX5lOyraG9TIjgOiHy0nrj4OH8GG2t20dvVDQmJ7XV7+P77702XgP9Fh2uxS1FsrF3Hd999xyuvvELnzp3JP1BAoMDPe++9R4cOHejatWuTvMur5mKVbMhY6BU9kDRH0zieoPkWffv2pdz3BuUUcW2fy0P+U657B7saN5LBuFD6FTUzOSP+Iir9JWxp+IH+hO1eXv0dNYFKfqyZy7hx45gyZQoXX3wxW7ZsIdPejWJvLmtq51ETqCBajqWrcwBbCpZzySWXhMr48ccfmT9/Pg0NDVx99dWAFgNUQsKneqgKFHPrrbfy7rvv4pRcZNp7sKF+Hk7ZRZotG6fsosS3n4qKCqKjo0PX2KdPH2oDZdQGyri6zwWha9y1axcjR44EwC5FUVdXh9PpBEA5YYa4te+iqS8uam8zIviZIsKXPgbYuiY3Mih1CiE+I77lRBG0C5ZULGfwaYNJ65dMZVQZQ4YM4be//W1odktEgjWNdHtnujuHISkyTzzxBG+99RaXXXEp8fHxpKSkMHz4cEMeh8PB8OHD6TI4iQ4DrcT38rO6fhpupdbUnunTp5OTk8Oll15KWloaf/jDH3j33XcBOOBdzYABAxg6dCgAw4cPp1+/fmxp+Ir1DZ+T06cXw4cPR5ZlhgwZwsCBA9ncOJe4NAfff/89X3zxBQcPHmT48OF079eJVXVfUO4/wAsvvMCgYQPY1riYrKwsBg0aRHp6OrfddhsXXHABH3zwAQnWFDrU9iS1qhupVd04K+EXuNUGsKjcdNNNvPvuu6RZuxEtx7PH/QNDRven4+BYSqM3cca40/j973/P119/DcB3331HdnY2V155Jampqfzxj38MXePatWs5cOAAd911F/ZoC7///e/ZuHEjRUVFJFqPPijqscD1vz2rvU04IaGqx2aLIAKAxV9uonBfeXubEcFxQnLHiP90IqLe38jiijWccd44pE52Sp1VjB8/nptuusnUf8pyZNHRmc2QuBEUFhby7rvv8umnnzLuzLHExsaSlZVFv379DHkSEhIYPnw4sX3tRPWRqE8vY2b5/0KLhxwKPaD60KFD6dGjB7/+9a9DvsWquvkMHz6cnJwcoqKitHI7Ovmq7C0WVX3NsGHD6N+/PzabjeHDh5PZPZ0famYzbPhQpk+fzrPPPhs6F91ZZkHVZ9SpVXz66ae4kp1saVhOnz596NmzJx07duSpp57C4dB8r3RbFxIrupFY0Y2U6p6cnXAThd49ZGZmcuaZZ/LRRx/RxTkQBYWdjT8y7pzTcHRzU+LazmWXXcY111zDjBlaDKwPP/yQK6+8kpEjR9KtWzfuvffe0DVOnTqVAQMGcPbZZ+OMtfH73/8+lE+PXXUiICUrjjOvHtzeZpxwiPhOrUOEMdUGiMGJFQd1aAHyUjokMGpiDt999GNopS4AGxobQZeOQOvpwM1Jw8xkLF4TnZZV4Cdbj4JOLq4aqAtTfCY8aLFuUW5jC9Yv2mGU3rRgQBAifVlfLU/MapSWNZUXGknVugxManLWLlCelRakk3tWH8QbvBgziVxLv1dLMKORi4f0NhcldKLkwWpCAw9Rw5upUy/eIH0wuQdF2rtev1eU8gmZdAmpeN+II+O6nj9KVOIJ0GV78bawpCre7mtim112huuUICYmhieeeIJOnTpRXFzMtGnTeOmllwCNCr1w4UJAk95ZJIi3RzMq7nzefPNN9uzZwx133MEzzzxDQ0MDK1as4MYbbwzlXbNmDU899VSoPn3QxU89Vf5aGpVqoqKiQiuo+NwKF154Ic888wzPPPMMH330Ef/+979Jt/Wk2LeL+++/n6ysLGbOnMljjz3G3r17uffeewH41a9+RU5ODjNnzuT++++ntLSUm266iczMTLZu3Uq/fv1Ctugr8wFER0djtWpdfWxsLC+//DIdOnRg1apVnHnmmVSWVHN1+q9xWeJCMl2AWeX/o0+fPixYsIBly5Yx0nV56F5MSEjgkUceISMjg4KCAp5++mmmTJlCjvNM9nhWcsEFF/Dss8/y1FNP8cknn/DSSy/R03k6Rd6dXH755Tz77LPcd999rF+/nksvvZREawc6OnqGnlWzZw6MMpBDYZD2msggFD+m0FM6pfDr0GGz8v3H64jCRmOwx/MJkjwPupTPfG5HEc77aabiCCI4xSEjadLnYPBeCxI5Izpjd1jZtmx/KJ3+PrOaSPlaWjDNLKQAhKVphndcUJZ3JM6+qRS/mZXpTKV+PxFmcpqjKV9uQRPyU6V+Zj6Pp8HHgc1FgHnfbrr6aSvld1qZTXEk8r7DyUQNoTKOZjlIE7RUjGiPmDS8Kl9T+R5AnFVr/US7Tzjf1Ouv84ffgd5gQ2RlZfHHP/6R5ORkDh48yMMPP8z06dMBbSGYNWvWAGCTZWQJspxZDI8bzX333ce1117Lww8/TNeuXamoqOD7778PLYSSl5dHbW2twX9auHAh//jHP1BVP/satThWuv8kIbFjxw5uvfVWXnvtNex2O48++iiLFy+ms6MXRer+UFnbtm3jqaeeYv78+Tz//PMAPPbYY9jtdn744QeeeuopfvjhB5588km6dOnC8uXLmTx5MpMnTwZgxYoVoUVpYmNjkWWtf+rcuTNPP/00sbGxzJo1i4kTJxKjJjMh4Vosgv+gqrCy5mvOHHYGL774IuXl5YxMGIyqqqiodO3alSeffJL4+Hj27dvHVVddxerVqxnquoC1e7/jhhtu4MUXXyQ6Opqnn36aefPmMcR1Phvq5nLBBRfw9NNP07FjRxYuXMif/vQnOtn74bIkmtwxPw1mK4K3Bg01HlbN2v6T6g6tgHoyatUiOCwkNcKjPWrU1NQQHx/P2XG/wSqFB6YkZKw2C35foMWBKd25sgmrKohxlJzBN06UMJrkFL7AzOL2HM3AlFvIow8sGGKuGAZ8NPzUgSnRTG8weFOgmdtRb6coq9BOrRyYMitH29f+ik5FeGAqnEdsb908MTbrmXedzuL/LDOUKcI4UBO0s2kyA4yDQPoAW/iY2eewMf7AkQ9MiUsJhz7mj+PAlH6PJwuhApLs4cISbIHgsbBzZTYwVewOD0x9VbiDTwpm4FY8YTskK6PixpHp7Mz0kk/wqh4SrKlcknIHVskauraD7p2sr1tCud+4Cl+atQcptu7sbFyA/5CYUAAJlgx6OEezuv5LYmNjmTNnDu+++y6fvPMFw2MuYV39t1QHikPpezvH0t05hqW1U6gRjoeu0ZKJjExlwHw1QAk5FAdJRJwlFQmJ6kAJFqz0jBrBXvd6vGpjKE2WvQdjE88j0ZYCYBiYWl/zA6vrZqGikmTJYmzcDfhViTzvZjY3zCIgDNTYJCe9nBPobB9MrVLCpobvqA4Uhc73dJ5Gb+c4vGo9GxpmUuzbHTqXYe/O6NiLibbECffl4QemDM95cL85p14v0+0PZ3IrYafcbODXmeig97BOrJq7w3RgSjmSgSnVy5qaN6muriYu7ue7KIb+viu47Sri7Pa2LdvrJfOdz372bRRB66DfS+fE/w6b5CCgx4PU4/PZLEjCC6+tBqbM4tCZxZ36qV5xiwMMJ+LAVAtZpJYGploo3yx7lMvOuGuHMPedH8zztPI6jiTO2JG0TGvLbWlgyuysYZApuN9cDFT9uOijGeNJaX+jreF7IVbYP5qBqWqflc8LFzGtyLiyWrw1lgtSz6ZRUfim5FsCaoA+rj5clXFNyPdTVZU1NatYXbOSSp+R/dg/ZiixlgR+qF5kKj/LiR5MjCWO1bUaw3vNmjVMnjyZ8k319IgawJKqGTQEA33bJDunxZ9PlqMbX5W+TYMJU72rsw+lvkLqAlVNzoF2j5l9K6TbsqkNVNCg1OKQoukZNYTNDcsMabo5BzEkZhJOOdpwXFVhVe137HKv1mxwDGJkrDbotal+IVsblxjSx8hJDHadS4a9B4XeXayp/45GRYsrZcHKINe5dHUOodJfwNq676gSfKsujsEMcp2DhSN/J7d20Ke5/jA0eHRIPOLsPulYbRZ2bcwP5leb5hHqDgg9s35c78P8qoelNa/+rH2DiO90ZIgMTP0E6Dfb+Lj7sQqB96zIXHn/OD5/eTEWYcBJd6TEQQP94bMJbymHMOqhv4jE83bh7WX2wtNnOkRHQRwQ0ssUGTaN4kdboCnTyBjAW8sosqjMOjixs7IG28HazJteTxow6cC0a9Hy2WVxAK9p2zXlQzU/2GWG8G8UPmYoX2p6zGGTUYJf9FYT70z82Pe30hSzZIYA9Ufw1OrXIt439qCd4s9hNvgowmwwQHT09XvkaO10WJoOTKU7wzV0cGpOVcfohvD5+Dre3LOJ4Tdew+oPP+HOHgPYXxaeOdpZG42iKqyrrqLeX0+0JRqZJKzB2a06vxeP0kiUFBtyvEUf069Anb+KUk8l0bHRpERnUF6qDXI1KG58wWWEw5CIkWPZ1rgAOpayaNEi5s2bx1133UVXaRS9o85AVVVqA6X4VQ9xlrQQw0tVVRrV2lDb+xUFkHBILgA8ar3xOZZknFIMAXwowQEy8V53SjEAuNU6oixObJIdSVKoDpThVRpIsCYSa00w3Mvib+wOqHgVD7V+Nw7JhSRJeIPPvqIqVAVK8amNyDiJkhOQJUvIwVNVlQalAr/qJt6Shk3SrlHvD71KDW61FpecQJw1PnxNQVvEgV+z+06E3ia2ZvLo96UnEL6XGgJNB6bED4G4DjHYHVYK91dQp2q/d50UXvVGH5RrbmBKCk5CWLEQUL2sq373Z+84hJyrW46Rc/XeyeVcRdA89HvpgoQHsUkO/EHpjk2WSc6Mp++YbFZ+sTmU3mxiy2wSSIQZ69fMp1FNJuBE38OUEWXim7QGbUSsaTO0ZPuxGKw6NItskVGEvrnFOo+gvVs7sNRSsiMZ+DJdVKeFsvR7uaXJRdG/FBflcQSPxwiDUQm2cJumOrT3VYfo8KRUkkvzo97eu5HhN13N6imfclna6ND54kYtZmSxWybfU0pjwIOFOFLsiciSTH1Awh1wU+f3E2PVfA3xm8KnaM9WqbeMBqWepOQEov2JKG4VRQWP4saneA8JEi8TZXHxdcmHDDm3Hy+99BIff/wxjz32GOclX0MXZw4BNUC5rwgVhWRbB2S0VXMUNUCjUg+En30LFpwWF4qqUB8wrlonB+tqDLgJqMYFSiRJxilr+RoC9TjkKGTJQkD1U+Uvwa/6iLOmhHwzMB8A9ygNwd8n2tDP+FUftYEyvIqXaDmOaDnB8Cz51QDVgWIUNUCCNR2LZBPqUakNlOFTPcTIydjlKI4Wx2pgqnNOGpXFtVRXNoRsPjSP2WAUgD94XCd1nFQDUxHfqVWISPmOEZZ9s6W9TYjgOOHMu05n/qtLWk4YwTHBm3s2cc/N07nj8T9xZ48BTc7LkkyqPZVUu7Ycb5VAcrJKNqwW22EH0GKsCUhqHOmZSUTFOCgv1ZhLFslmcBh0SJJEkrUjq/aspGNHLYhnR3s/errGhM7HWdOafBRIkoRTig3933cIC8opxWATBmZ1lqUVOxZZG80LmLAYo6RYbKEVrGQSrWlAmHF4ONhlB0656WtClmRiLVp7+tSms56SJBFjSQna1/TzxGVJwEVCi/W3FySJE+8rMoIITgGUF1Sza405OzSCkwuSJHHRfWcw/aXFLSeO4Jjg7X2buO+Wr7nriUcNA1M6rLKF7Cgt/mO1z/gud1qcTdKLkCSJZHsqyaTSJacTZQerqHZrrCaH7MQhOw9RPGj/y3R0Zvr06SHJ4PDY8XRx9gbAIllIs2cJebS/smTBZdE+zA/1gmRJxmWJxQwO2QkYr0PPL0sy0cF8KioWyUqyLbNJ3c3BcQiTSodVspFozTjMCpYyidYM03Oa/6j5XicqrUSSpRYHrSOIoDlEBqaOEXoNyYoE8DxFEBmUOjWgBBTqaw5lSJmjg70XZ1pup1GpIdaSisuScGyNi6BNkd45kdL86vY244SEqmhbW5cZQQQ6egzJojy3qr3NiOAYQ1XVyKDUKQKfx4+30ddyQmBY7DgyHV3wqz6SbB2ItmiMrBN1ICYCI7K6p1CwJ/L9eygivlPrEBmYagNYkbUtyGCItlhxl7lJcDiRDHGWmi/DbqCom400qzQq9TQq9cSoLqJkV2hEOqAGQlR40ORHFixIgoywNlCDW2nAKUcRb41DkiR8ikpADQAqXiXMC9algLpkTzvmQ0JGlmR8ioJPaaRWqcEhubDJUQYqpk9141HqsEtOHFIMkiSFYkg0+j24lTqskp1oOS50DRZJClJUqwmoPqLkeGQhmKCeX1HUEO3Wq2jX57DIyFiQJTkkBwONPu1X/Ya2UVSNwitLFsNLLqD6g3ZodUqS5jTVBSpBkogJUm11SYFs1dpdReGc35zN3Fe0wSm9FQVmOh5hWiQUmyl8utXEjOZeynp+sc6WpHhmx8wkh81J/XRquXgdPrVpfA5RAqoXZRZbQURzvodT1gxMiQ1L+eJS3egkIkmGqFgvrmqfkEc11N0cDPG3hOOWEIVeQlJUQA3LPYUA3aLNulwkSk4lSk41HNPKbCoZDEl6hYNGanjTVhEleLrERW2mj9HlD2YxLFqScB6RVEVIG8DkjanHgxIOie2ox5gR498bFn4IGmsRrl3fFdvDkMck5p54TSFqudDg+3cV42704VMDodhSYkwtRdKDaYhlNm18BTUSvDOCCJqBRZKwSFLIV9FZoHXlDTiFIDr2kFy3qZSvufen/tj7g5KieqWGhoCbaEusJs0JPu/uQCAsQQ5JkS0h30RVVRqVavyqD4fsMrAgAqofBQk5GDfUrK9UVRUFPzJWQPNzPGo9XtVNtByHVbIb0nrUejxKA07ZhUN2GcryKPW4lXoccnRIXq1DURUaFW0wXfOfmvZHui069Owy1iYMB1XV/UMjZMG3lFG1dPhDfpUUeq8EqAlUar6eJS7UO4bDNviRJInLf3cmX78YHpxqKfh4a4OkH1rW4csUyzp8OWb5jyb4eVsSSnSbjCEoBFl/MJ5UfFR4Yi05U/Oj5GA6WVaJdYZjcVZ5HcEyw+WINkuH/G3OppCk1ucHRUGm5RirkiSR6cjW8hmOB8s8gleqWQxJs/viSN7SLTGlQmU2Y6ipL/4TZXXHAi3JmJvDrvX5+L0tLal1ZGVGcOogMjB1jOBt9GmdaBs8b7sbNrGyZnYo4B9Aki2NsQnnUukrZ1n1nNDAio4oOYbzk39JqbeQrQ0/Uu4LB8tzWWLpHzMcC3Z+rJlPQA3QzzWG4bGTTOtfWTuNfO82bJKTDFsvqgIl1AjB9+ItGfRyno0fHzsa59CgVIbOOaU4ejjHEWNJYnPDTOqU0tA5h+Sid9Q4sh1DyPduY1P9XNxqOHhhF/twekedGRosUlWFFXX/o8yf28RGm+RgdOxkekT3DaZVWVA1lVzPtiZprZKNYTHn0d05BEVVWFLzGfnenUhIdHcOZWTshRR4drO6bha1gQoA4izJDI89nzR7B9bXLaTEm0ulvwwVlYXPfM25sVdGqKsnORLSY3HXNw12HsHJh3GXDGT+1HXtbcYJiWOxRHFkJjwCEX5P6z9qWsLa2kVsqFuKX4gj08HehRGx57GzYQ07G1c3GeyIs6RyRtx15Lo3sM+zjgal2nCum2ME1YES9nnWYMHKQNc5ZDsGN70O1cvimg+pChQSJceRbutGqS+XesFH6mDryeDocynx72dLw/d41PDES7wlnUHR5+BRG9hQP8fgH8XKKQyInkS6rRu73CvZ2rgwFEzago2+UePp4RwV8kvcSh2Laz6kTmnKZIiSYzkt9moSrB1Cdi+q/sAQZFmHQ4pmTOyVpNqy8SgNLKz+iKpAcbAdzqZX1Ej2utexvn4uvmB8vlRbNiNizkdCZnPDYsp9+dQplUjI7H5xJb05vfkfMIKTAkmdEqksaBqcPIKTDxOuGMjUCBOyCSK+U+sQGZg6RnDG2ElIj6WqsOYnl/VDzVzGnXMGv/rVr8jIyKCwsJDXXnuNr7//EIBLLrmEq666ypDnkUce4YuD/0GSJC655BKuu+46OnXqRElJCbNmzeK9997D7XZzySWXkJ6ezltvvs2wmIlNBlfqA1Xke7fx2GOPMXfuXFauXMmkSZO48cZ/0q1bN3Jzc3nhhRdYu/pTbFIU/Yf14oEHHiA7O5uKigo++OADPvvsMyQk+vTtwx/+8ALdunWjurqazz//nHfffZcKfx553k1cccUV3HLLLbhcLpYuXcqzzz6L0higf/R5AFQHCinz5/Lcc8+RkWHUX7/22mvsWrUmNDBVG6gk17ONxx9/nF69ehnSfvDBB6yav5ruziFsb1xBUWAPr776Krt37+all16is6MPC6r/y8SJE3nggQdQVZV//vOffL/gIzrYu+CNqeHqm65myJAhFBYW8vjjjzMq6iwSbck/+beO4PCYVvgj0zeEV/CRZZWCBs2RL2xooN+0aQQC2tzsDR2HMDxuQpvVXbS3PBTkPoKTGzPe/8EQkDeCCCI4fkjLTuDghvyf/Ay6Aw2sqV3A7bffzmWXXUZCQgK7d+/mH//4B7O2votP9XLfffcxenQ4to6qqlx//fV8V/kvnE4n1918HZdffjlJSUkcOHCAadOm8fnnn6OqKvfddx+7du1ixdw1pgNTJb79VAUKeeutt/jzn//M/sL13HjjjVx66aWkpqaydetW/vrXv7L0wH9pUKq5aPKF3HLLLaSnp5OXl8fLL7/MkqUfoaIyceJE7rrrLjIzMykqKuL1119n7txP6GTvR55vK/f/3/1ceOGFAEyfPp1XX30Vi2Sjm3MYAIXenXgsNXz84cdN7HzooYc4WL4lNDBV7N1LVaCId999F4fDYUj7l7/8hf17N5Bqy2Zt/SzkeB8f/utDvvzyS+Z8tQCb7GBV3Qxuvvlmbr75ZoqKirQl77dOwWWJJ6FTFHdcdgsDBgxg6dKlfPD+h/ROjgxMHQ+8s28D7+7bCIAcDJSu+08FDQ2MXfhBKO1lHUbyi8yRbVb3wQ35eBoiE3unAqa9srS9TYjgZ4zIwFQbwGmxYpOsIRq6yyZTtrOUQIOXREeYTm0WbFgf7Gxu1Q5FBRWFhoYGXnnlFfLz8xk6dChffvklw4YNY/fu3fTr14+UlBSef/75UL7KSm1G7j//+Q+DBg3iL3/5C5s2bSIrK4tbb72VvLw8vvnmG/r27UuPHj148803UdRDVrVTNXo4wNlnn82OHTtYuXIlw4YN4+uvv2bTpk2MHz+eefPm0adPHwoLC/H7/UyZMoU9e/bQrVs3pkyZQnl5OfPnz0dVVT799FN27txJVlYW7777LjU1NXz++eeMGDGCN954g0svvZTCwkJeffVVnnzySR5+6BF6R52FRbJhlbTVJ7766iuiozU6fXJyMh9++CEPPfQQ0XJGSIYIDiRkZs6cyYoVKwCIiori888/569//SuxliRq/GWsr5/Pgw8+yMSJE+nQoQMvvfQSm+qXMGDAAD7++GOuuOIKLBYLU6dOZdy4cWzfvp2BHQcyYMAAFEXhnHPO4fHHH8dLIFi3Lq8UVpkQfGsTVZGpJEEk4evZzfICSGZ0W8MwulawV2l6TEToXpS0fdkq4/MFsNhkAj4Fu9NKwBvAardiQ0GWNQK9qqpY7Fb8dT6cMQ4qKxpxxjrw1HlwRNvwefzIVhlZVVFVsFgkAr4AFpsFxSuUb5VQAsGbUJdhCDIvryIz/vYrePrOT5rYnpaWRnFxseHYgjenUvNZqeHawNi2+r74+WO20iBA71HZlB6opLJao8NbBamESEXW2z4g1mqQfOmByIUV9kz6BsMYcUgCKkhZLRppJgABAABJREFUhAuJtoYlsWa2Hw7GFTdF2WnrCmhe6ic3e95M+qjVr7W+KvzuLckownnFcsLH9dX4PII02bDqVsiO8PmrfjueD5+bpx2XjGxUADmombQQDn5vFQSINlWT5/jxg2rhpIIiaVtblxnBKQdbUB6vBJ93Xb63e8V+HBKowU4uKnjcKTxKITm5cOsY+zJCL8eSkhKeeuopqqqquOiii1iwYIG2MIUXTj/9dCorK/nyyy+NttlszJkzh/Lycv75z3+Sm5tL7969+c1vfsOqVavYv38/p59+OrIss3zuGtPrU4MMpiuvvJLnnnuOwsJCBg8ezBtvvMGBAwe4+eabmTdvHr169UJBoa6ujhdffJGioiJGjRrFt99+S79+/cjLy8PtdvPvf/+bgwcPMnDgQKZOncppp53G1q1buPXWW7n11lu57rrrkGWZ//3vf1RVVfH1J7Pp4hwKgEN2EQgEmDJlSsi+ESNGcPfdd1NUVMRAx6DQ7LsuV/z444+xWLRG79WrF88++yx33HEHXS0jKfDu4IBnCx+89QEjRoxg165dzPxqLlvrl3DNNdfwwAMPcO211zJo0CDmzZtHt27dqGws4oz+F5OVlUVSUhIjRozg3XfeNcz6S4f4v4eiJXlfS6v2tfZ9crSQZAlVUbFYtdWaLTb9rwUloGCxSKE0NrsFb6PmN7lrPbjio3DXurG77PjdfiwWGUVVsaAiW2Rkvx+LzYLfG8BqtxDwBpCtmjhOkiTtflebXqcabJMRN13N/936VRObzfyn79+civLtwSO69uaeRYCBF/bjx8/W4/F7D5vuaNGWxBFj2zVfstlKfK0pM5zn8Fa3JRvmeMrlfvGb8Xz6/IKfZEdoxb+TSeYX8Z1ahcNEPYrgpyAtO5GeIzq3SVkj48exePFiFi5cyK5du/j000/ZsWMHffr0CaXJy8tjzpw5oa2uro7evXtz7bXXMnnyZBZ9twx7cQIbV27htttu47vvvjtqe/72t78x64tFlOxx8+abb7Jnzx5GjBgBwKb1W5g1axa7du1i9uzZLFiwgAEDtJXS9mzPZcaMGezcuZMFCxbw3XffMXDgQAD69u3L6tWrWbZsGXv37uXTTz+lX79+qCh4VW2J22hLIgOiL2T3D2WsX7CPOXPmkJqayuzZs8nPz6eLc1DIRqcczbj4KyjZUM+ORXnMnTMXl8vF2rVr2bx5M92jBrKi9it69erFZZddxmuvvRbKW+rP5fbbb+e9995j6dKlLFq0iA8//JBbb70VgI0bN3L33Xfz7bffhhtFkpAksNgt2BxW7NE2ohOisDmtpHROQLZIZOZoq6F1GZyJ3Wkle1AmCR1iyeydSsd+HUjKiqf/WT1xxtgZfdVgAM64YTiOaBtn/HIYHbonM/i8HPqM7UbXIVmcdtVg4tNjuOD/xgJwwf+NRbbKnHv36aR0TmTUZQPoOSqbXqOzGXnZAJI7JzDp16djsclMuk/LM+m+scSnxzLqqsFkD86i9xndGHBuDmndkzn9l8OwR9uYcJs2mzz2ppFExTkZekl/Ursm03VkNl1GdCalazJ9J/YmKtbBsEv7AzDmykFYHVZGXNKf5E4J9BnbjW7DOtGxTzqDL+hDXFoMZ946CoAzbx+DbJUZd9tokjom0P/C/nQe3pnsEdn0vKA/cR0TGXzLaUhWCxs3bGBg524MzunLwC49GNI7h/T0dEpKSkhPT2dwtx4M7NWX/p17sHHDBgCG/Goczngnw385nLTeafQ9uxe9xnUnIyeN4Zf2JzrByWnXDAFgxKUDsDos9D+rJ3GpLjr370Bql0SSsuIpOVBJ2cEqsvtrs8pZPbVV51I7JmC1W3DFO7HaLFhtJ9lAxCmIj56f394mRBDBKYteo7JJyU78yeW4LDEMjBnJ9OnT+eGHH9ixYwcvvPACcXFxdOjQIZRu27ZtBv8JCLGarrzySjYv20OgwMW82d9z/vnnc/DgkX2wi/jd737Huu93ULSrmj/84Q906tSJzp07IyHz/fffs3jxYnbu3MmHH35IXl5eiPG9dOlSvv/+e3bt2sW0adPYvHkzfftqDPF+/foxa9YstmzZwqZNm5g9ezb9+vXDrYSlUx1sPejjGM+WhQdZ9/0O5syZQ9euXZkyZQpqQKKjvW8obbK1EwOjz2H7kgI2LNjNnDlz6NixI59++in19fVk2nqxvPZzLrzwQiRJYsEC7SO0UamlTqnkzjvv5K9//SubN2/m448/ZsuWLVx++eUAfPPNNzzwwAOsWrXK0C6yRcZilYmKcWCxWUjsEIskSaR3TQKgY580HNE2snLSSEiPJb1rEp36pJOQHkv/8d2xR9kYdYnmf4y9ZjDOGAenXTGQjJ4pDDy7J/0ndCd7QAYTrh9GXIqLyb8ZB8DFvxmHzWnl3DvHkN4tmRGT+5Fzeld6jOjEab8YRFJWPBf931htBcHfjEOSJC68fyxJWfGMuXIQPUZ0ovfpXRh2cV/SuiZx9m2jsDmtTLpTW4X37NtHE5MUzfBL+pOZk0aPkdn0Pq0rqdmJDLmoHw6XnVFXaL7rsEv7Y3fZGXReH1I6J9J9dDbdhncivWcqAy/oQ3RSNKNv1FhMo28ahdVuYcQvh5PQKZFek3LIHJ5Nh8Ed6XXxQFwZ8fS7dRySLNHl5rMA2LRhI4O69GBwrxyG9OjJkJ49Df7TwOzumm/VuRsbN2zEluii++XDSOyTQcbpPekyoRdJPdPoc8VQHLEOhlw3HIDBVw7GFmUjZ2Jv4jrEkTUwk7SeqSRkxtNxYCZ2l528jQV46r1k9uuAJEukdk3C5rQSkxyNw2XHHmXD5rAiHYvRwgiOKz57YWF7mxDBzxgRxlQbIMZqwS5bQmyFOLtM2ZZCABLt4U7WEfxeFQMU6rvWZoYIPQE4yzGKfM8efGkeRo4cyaBBg/B6vcyfH/546tq1K7/4xS8AqKmpYfbs2UyePJmlS5dSXFxMf9coNteHJVCBQNMYDhZJm63S7bNIUpMZpSRLR3KizsMpx7Km/jMyMjLo3r07GzdupIN9ADJWfPF5TJgwgW7dupGTk8MDDzxAsrUbcZYMKpybmTRpEp07d+aMM87giiuuAGDGjBn87ne/49e//jWFhYXcfffdPP300wDEynGhGZ9O9oF0sg+k2LeLEt8ubrvtNp588kniLGk0BurZGrxGCYnOzh50TuhDuS+PXM9WbrvtNt555x1clnh8UfVUVBfy+X++57777mPUqFGG68zJyWHKlCl0iO6Kw2Vl06ZNIcfqxgF/ZF3DLEP6sdcPY9/sMvqP707+1iKcMQ4sVpnyvCoyeqdRXVJHSudEcrcW44wLL03r9wbwNvrw+9wE3D4KtxcT8PjZvngPAOu+2YKnwccP0zbgafRTsq8CVdHmcPatywfg239pgde/CWq6v3ttKYoKJbmVBhutssTM15YBMD0YbHRGME/JJ+uaMLYKd5UBMO/15QAseFNjnv3w2XrsMhTuLA3N6ORvL8UdUFn0/ipU4Pv3fgRg2SdanJ6y/ZUhhs/BzdqzMfeN5VgkmP+GZtPSt7XyN8+oCtlRuV6roOyd5aTaYcCedD4acm/ofLzdx0Ur3wQgxR7DRwPvpqAxKD3YDcV+iUWvL6HWK7Hiw9UA+LaWIFlkUFWKD1bhbfCx+ftdAOxde5CAT6F4bzk+T4D6GrfW3gGFIef0YtP3u4lJjyVvazFd+qZTtK+CPqM7s3HZPrr1z6C2sgEk6JCdxNYfcznj0gF89dpSrvw/bQbp6gfOZOH/1jL4zJ4U7yzDEa05Y0V7yuk2KJMfZm1n6MRe/DBjK4PO7MHWFblkdkum8GAFdqcN2afgCwaVlP1qKLhmVIgxFf4Nxdk2PZi9GZPPb2AaiYwp7a84YyWyn0L7JkF2gVBwYVEerNsrspPE8v0BnRkRHtwT69TLMgtQb8aSAnAH9/3NLF9i5gZf/9uz+PiF75vYF6ozyJQSA577EfpUKSxZUFucS/15IbKyTARtBasshRZuAHAGXxIbZmwlxiYRY9POxQaJiS7BYw0tbCE8wGIf0BjsSy5Mu5Bc90669u9CTk4O5513HlOnTuXAgQOhtEOGDAn5TwcOHOCHH37gkksu4euvv4aATKwjlf2ecMw5M/+pNYtEZNsH0Sd6PBISC2veC7G18vPzGRR9LvnebcR3sTJ06FBGjBhBcXExS5cupX/UWVQGCrF0qGf06NH0798fi8XCrFmaHzJlyhQ++ugjNmzYgCzLTJo0iauvvhqXnBCuXJLpGXUaANsbl9DoLOeqq65i2LBhZNp7Uezbi0etD16LhU72fvSMGske9xrK1QPcdNNNXHbZZXR09WZPYBVx8bH85S9/YdKkSSFfTUdOTg4bN25kRPaZrM9bzsaNG8nJySHOlcCk6DtY6H1PsEti7NWDKNhVhs1uxeGyk7+zlJ7DO7L6u210HZRJ8b4K0rITKTtQhdPloLaiEUUFT4MXv9dPWV4VAb/Cvg0FqKhsWrQHd4OH9fN24q7zUppbScCvgAq5mzT/Y/pLi5GlsN80+z+a/1G8NxyDa/cqbQByRtDHmhHM8+3L2v9XfK5Nfons53lvrdTKC/pac15fjizBj8G04v1aHFy5bPGUH5EkWPqB5qP8+PkGLBKUBVf2tkhQuK0Ymxz2k5a+pfllK6f8iEOGitxKYoLyvPx1ecTZFNa/o9m5+e1FgIWJeYlMHHYHAHEO7R119tJ3AUh3uPhi+F0h28py7VTjJvfztaFj1X7t+SzfV47bo7BlxmatnRbtJuALkLe5EE+th4CiokoSfo8fuy+AqqiMuGowuRsKiE+PpXBnCWk9UvA2+kjqkoy33kvAHyC5SxL71xxk5JWDmfPqEs65byyzXlnCOfecwaovN9F9VDZluZXaRGBiFAc3FdLztK78MG0jwyb3Y+XnGxlyfg7bluwls3ca5QersNgtBPwK9TUe7FE2asvrsTutoRUCW8vHaW3Ac2g+6HmorGPAlGorZtGRBDzX1QHi2egEJ+MvH8i37/4Qagez/M2VGfaXTr4J3ojv1DpEBqaOEeLSYugzoQdbvljfJuV5FA9ZGRlMmDCBgQMHsm/fPkPnlxE8B1BYWMjs2bNJSUmhtFSTMpX6Cjj33HN54oknAHj//ff5z3/+c8R2WCQbUXIcGxq+wmuv4LvP5/HXv/6V/fv3MzjmOgo9G0hISGD8+PH07NmT4uJi/H4/ftVDQPXicrkYP348Xbt2pbKyEq9Xezk2Njaydu1arr76aoqLi1EUJeQ4JnRw4W1Q6NA1iQM7Shg8oQf//vxzhg0bRkZGBt988w3JUVmsrP80FA9BURS2NC7incen8uTfptO1a1dGjRrFZZddRue4XiwpnM69997LqlWrWLt2bZOBqYSEBOrq6sBnwVOjUFtbS2KiNoNberCCyoY6uoQnGFny0RriSGHVFxubtFnpQS1w6sY5OwDYumgPsiSRu6EAAHdVcHUUoKFKk4lVFWkznfVVGlvM5/ZrL4yTMdLdcYaqghoclfHUafdfTYm2sED5gSpUFUr2aUHvqyuD7a/At68uQ1VUvBs1x3b59C0ALJm2kYCqUiHEk9ux6iCKqjLtX5rTq9OaP31+ATZZ5vv/riXKpq2EZHNaUbwBAt4Afm+AvJ3aM1tf1YgsS9ijrMQkRBETH0VcnJPK4lr6ju7Cplk7mHjrSKa/tJiJ945l6Qc/MvLygexesZ+U7CTcdV7qK+pJ6pzIrpW59BjThXUzt9HrtC7s/iGXzJ4plOZWYnPYaKz1oCoqKG0XdPjnClmWmP0/c2lOBJrMUpRatlWZEUSgo9vwjsRF29i9Yn+blOdRPPTo0YMzzzyTgQMHMnPmTMP5Hj16hPynVatW8cMPP5CSksK6detwyjEUeHdwzz33cP311wPw6KOPGiYGWwu7HIUFC4trPiQpI5YPPviA22+/HfwWOrr6kuvZQFZWNhMmTGDIkCFs3boVAL/qw6d6yExPZ/z48QwcOJDc3NyQD1hWVkZhYSHXXHMNkiSRl5dHRUUFPtxkdEum5EAlvYZ1YtsPuQyd1JO5n7/G1Tddxbp169i1axedknuwuvIr7HZNghwIBNjnWce/n/qAe598lwsuuIDKykpWrlzJ4KxxrM9fzJtvvslzzz1HWVlZk+vU/Se1LBGLaqOuro6kpCTq6muwRTtprBViDakqSz7d0KSMsoNVSBKs/Eob/Fg7S/Ofdq0Os9X0Mc264Hu6ZL/23q4MvosbgrL7yGutbaH4AqBKeGq09q0r1fynmmC7e+o8oYmtmnLNv/3iT9+i+FW2fb8LBdgydycAFYVhVt/BLVqw/dnBVa5nv7wEFZj9qhazqHxa2L+WLRKqCnXfbcPvDbBz+X4AinaXoQRUGms9yFYZi91CbIoLRYWeIzuzfs4OJtw4nDn/WcFFvxnH91NWMXJyf3avPkhSZpxWT34Nnft3YO2s7Qw9vzdL/ree4Rf0Yf28nXQdlEn+zlKiYh001HgI+BUUv4LXG2hxQOpUgN8XYMlXm9rbjBMSEd+pdYhI+Y4RakrqWN1GD6c74KaXK4cNP2oSsjPOOIP09PSQtAxg+fLl3HPPPdxzzz385S9/AbSZv06dOgHgV7wsXbqUq6++mm3btoWOHykUAmxo+Jo6awHTp09n2bJl/P3vf6eLcyxRciJx1o4c3FPMvffey7nnnsu+fft45JFHqA7k06dXf+rKtWCjF110EcuXL+epp54C4N577yUuLo4JEyZw9dVX88ILL/Duu9pMTqG6lTJ2U+spR5IkcvceoMSvsaU+/PBD/L4ADl8C2dnZbNy4kY0bN/LRRx/hURr5+F9fss+9hVtuuYVp06ZRU1OD5LESHR3Nk08+yZ49e7jhhhsYPXo02dnZTJ48GYDS0lISEhLwKA24/fUkJCRQUlIC0GQJZ4DohKijas8Ifj447YqBJGbEtVl5qqKiBBQ89V4CvgAVhTWoikp+cGBq19p83PVedq7Oozi3kj0bC9i2IpeivRV8/9+1NNS4mR6c7Z336hLcNR6WTVlF8c5Stszdwb7VByjZU0bu2jzc9V5KgrOzvmBcivgOccQmu+jYJ53uwzvSuX8Hxl0zmMQOsVzyW03mcNlvx2G1WTjvtlEkdYhl4PjuZPVMIaNbMp1z0oiOc5DZLRlJknAJTMCfM2xOK32GHV3/GEEEEfx07F2dx77VB1pO2ArUB+oYHDuMr6Z9zZ133smYMWO4/vrrOeOMM0Jppk6dGvKf3n//fQByc3Pp1KkTDUo1DjmKjz/+mKuvvhpVVUlKSjoqWzxKA0tqPyIm3ca8efN4/PHHmTFjBiNclwISWfY+rFj8I3fffTennXYavXv35rrrrqNA2UZO5hC2btQGyMaOHUtMTAx33nknAP/4xz9YtmwZkydP5uKLL2b16tU8++yz1AeqqIvKpyiwE7eisaHWb11NfaCKW2+9lXfffZcYaxLeGpVJkyaF/KfHHnuM6kAx7/zjMyq8Bdx6662888472KVoKsoqGTBgABdccAEWi4UbbriB3r17M3jwYMaO1UIE6P5Tg78Wr9IY8p/MfCdjMMUITlZMuKttA9wrARVVUUODjxUF2qBY4a4yvI0+CneWUllQQ/Gecvaty6eysIYfv96Mt9HHnCA7bsZLi6mvbGTBlFUc3FLEhrk72TB3Jwe2FPHj9C001njYvGivVu4ebQDW7w3giLIRmxRNZo8UkjPjGDW5L7HJ0Vym+02/G489ysYFd51Getckhp3bm26DM+nYO5XeIzvjinfSa7jmY2R01xZNij5J/KfE1Bg69kxtbzMi+BnjZ8mYmjdvHpMmTQK0F2BKSkro3Ntvv82MGTNYv349xcXFZGVlMWnSJP785z83WcktLy+PW2+9laVLlzJkyBDefvttQ9ym1sIuS9pmMQboHHfrSNa/vyKUzhWk2bos4VH1GKsSLCPMxwsII6AVXpU/7XiNCl8N6fZU0uxJ7G88SGlpaSgAuIi7sx5HliWWVM7kiy++4Pnnn6dPnz5s27YN/FBfX09NjflKgdPKXkECZGz0jz2DTlEDiY2KhqpwmnL/ARwOB19/9TVbt27loYceAsDtPMiKKm2WIykujWh3IhXeXEpKSkKxHGZvfg+nJZb0qO4UN+6hpKSEnj17AlrwRT1ug4TEgQMHSE9PB2D+jmCw6wMwIe42dm7aR1RUFNdddx2nn346WfYcujj6s2j/R4YV+GItiVT4ilCkADfffDM33HADGfauxFoSUf0q77zzDt27dwcgMzOT+Pj4kD1r165lzJgxfPCBtkrJmDFjWLtWozSvqvuGfO9OhtA7VNe7W5/jrMTL6BujxcwSqd0iBzgQPC66YqJ0UsehAfAB/AL1VQwYGZJcmcfaDh9vgYssSirMArKL+b0msgX9Dm7JzTQEHzdxSkUz3YHw+Sqf9mD51PAqQUVuBxNTxjDj9WlMSDqN3XVOav3hPPV+PRh9uEyxRrvc9Ki3mWicW5fspaasPvR/i0GiJpQfPGxrJji6meQjEJK4qaZ5zCCmrfdp+3aB/WwJThN7SuuRJSjZXaox9dbkAbBloSYXzcutCuXZsVaTh371gjbg9eWLi7UZ7f+tQ1FU8rYVY7HKqIpKfHosdtlCjwGZFO+tYOLVQ/j2nR+48jfjWDh1A33HZFN0oBLJIhEd62DPxgK6D87ih9nb6D+yC5uW76NTz1QO7ivFEWWjodYTClyrCjPcYjvb9KDj4n3j19srDEMgdBOu8+HuUYfTxt4dRfgPkeCJsj090Ln4G3mlxtC+Oyjrk7EQ4ORaiShCR/9540Tyn6yyFvxcfx51SXJ8h1gGnNaZzTM0VmqyXXvOkuzhGyXWqj1jkrD6R4M/3AFW+WRKPRW8ceA/eFUvWY4sqv211HlqqKmpweUyDpIkWtO4KFmTMs2u+ICpU6fy8ccf89hjj1FbWw5VUFVVhdvtbnIdtYFyZldpcSrtUjSD488h2dKJuORoqAunO+DdSHp6OvPnz+f555/nww+1lZX3qitZXrUfgI5pXagr91AVKKSsrIzo6GhqvGUszp1GvD2VNEc2JR7Nt9J9wLS0NAOD68CBAwwZosVN/HCJtijOD7O/5NyE+9iwYwE5OTkMGDCAqVOnkm0biVWyM3v2bIP/lGHrxX73ejp06MA555zDHXfcQWfHAPyql/r6av773//Sv78W0ykpKQmHwxGa8NT9p9fXvw5o/tOTTz5JQPUxv+p9GpTqUD2qqjCr8m2GuiaRZs82tGtzQdF16N18c2GJ9MDVLQVEF2GW0qx8M99FzN9SqKSjYQU058Lph33N+E61Qd9JVcODHzU+TR87OX0U89+cyuT0UZS6w75VXVC25xaCK4tSWT0UQHNeinKIX7pGmKg/Elnc4cpu/nwLUrkWylRR8TRq722dfZe/Q5sw3LehAFXVmF56c+QFw158GQyR8eULiwCY8fpyJFmirKAGm92KqqgEAoo2mR6ttX+X/hmU5FZy2qX92bhoDz2HdaKyqIaAXyE9O5Gty/czZGIv5k5ZzaiL+rL8m830GZ3Nng0FxCVFU1PRAKqK1910kZaW0BLBy1SC11ImSaIwyFw0rbOVsr6TMfh5xHdqHX52A1N1dXX86le/IjMzk4KCgibnH3/8cc4880yeffZZsrKy2LFjB08//TRff/0169atCw12APzqV78iPT2dmTNnMn36dH7xi1+wefPmNrN1y9wdP7mMIk85Fb6akFyuqqqKe4YP55xzzuFPf/pTs/n6uIawofAHHn74YebOncsbb7zBxo0bSUlJ4eyzzw6xkQAGDhzIww8/HPr/6tWr+XHp90w47XyqPKWw1xgn5vXXX2fgwIEsXLgwlG/mzJkUVcEDDzyAz+ejsLCQPn1u4r777uOCCy4A4Ne//jVRUVEcPHiQ7t1/wYMPPsh1110HwBdffMGMGTPYvn07RUVF/OEPf2Dq1KkAdOjQgc2bN9O5c2fK/QfI9WzgiuuuYPv27WzZsoWxsdeRZuvKhQn/R4OqxVWSkOjgyGJu5Qecc845eDweFi1axLj4y8mwd2N/1Vb+9PBjqCj4VR+//vWvOfvss0MrG7711luhQOkWi4XJkyczaJAWoLLKls/Dv32Yvn37kpWVxcMPP8yaNWtY/v2c0MBUBMcP56eNoWFaMZNSxxzTeroMymT78v00ek89XYCnQYvH0BiMywBQFpSbLvta6zNnvLUSFfgs6JQVHtCcEwWVqBg7Pk+AAztKtFgfwe6kS58O1NQ00G9UF8qLanA67cQlRXNgUzGjL+zLN2+uYNK1Q5k9ZRXDz+nN9mX7SemYQGVBDbIk0VjnafNrlWQpEoA1gpMSPxf/qbqoloKNTe07UuxtOIhX9fLOO++wePFifD5fiOmzZMmSZvN1dw5l3rwvmD59OitXruQ///kP+/bto0sXLU6VvuoxwMSJE3E6wx/83333HYUV6+iV3JfolGTINfpP3377LR6Ph+Tk5JD/NGXKFKiH5557ju3bt1NXV8fo0aMZPXo0d999NwBPP/00+fn5VFZWMmTIr7nkkktCIQimTp3KY489htvtRpZlHn30Uf785z8D2orKf/vb3xgxYgSl/lwKvNv5261/5dNPP6WhoYHOCQOIkuPoYOuOR9FG0WTJSrwljZlVL/ObG+9j1qxZlJSUMCj+MhQCrM6dzh8ffgxVVQjgIzY2lsLCQv773/8C8OKLL/LJJ59QU1PDoEGDcLlczJw5k4AaIKajhVuvephx48YRHx/Pww8/zMyZM9mybWmTgakIjj2uyBgJM/K4ImMk7mPo2nQb2Zk1eaeexEtVVHxuP77gwFHjbg8KKpsWa0ysFUH/ae4ULb5Y8f5w37L9B401uvzrzaiqysHtxciyBCpEueykZycSn+pCtsh06JLEztUHOe2S/kz/9zIu+79xfP78QibdOJwV07fQsVcqxbkVSLKEz+2nsd6Lz9P2P7gsSxESZAQ/CT+7galHHnmExMRELrzwwpBkTcS6detIS0sL/X/8+PGhQJJvvfUWjz76aOjckiVLKCgoIC4ujvHjx/Pee+9RXl5OcnLyEdnktGDKmOo6MIODReFAirFBxlSqI/xxlx2jMTBineEPrOrGsJPjCy47PnfuXCZNmkRsbCz79+9nwIAB1JTV4LRGMX/+fNasWYNDdnL2HWNY9N4P/PKBX1D8twP861//YsaMGVxzzTWcf/75lJSUcOedd7J8uRY48fvvvw/FedKhKAp+n8Ka5etZX6+tUBMfH09FhfahOXv2bLZs2dIkD8DChQuZPHkyOTk55OfnM2LECPbs2RNq78suu4yzzjqLwsJCxo0bx9atWxngGsvy5UuYOHEil19+Ob179+bFF1/ks88+Q0Kirq6Ov/71r3i9XmwOG3VKORUVFfzud78jWo4ny9ENWZKIl+NJkOJDNtlkiQpfER5PT+666y7skpPOzhysko3zk28OzZDMqZjCihUryM/PR8bCeYm/Ys7BdxgxYgR33XUXiqIwfPhwyooq6Bs9hv3qBvx+f4j2rl+/OCvX3KxCmB0VPmYLfgTbmplC0+20Cr29W2D16Lvit7Q4s6XPUHhNRtYtzTC79MLE8IPiqqRS8PoMbBY9jzCD7Rft0GfQhHLMOiCRsCTaXOXTMtYHwlaFAngLecRr1/MLsbANrCK9zcSfKyA2SfD6FEmlrrSOgMePPdTQ4R9MbmFWx9LKGVtxdsjsHhIPqYZ20v4jzuIGhN/B0kpHwRAAP5hdHKSxCtfh1ucLFXNmmEK4cRuDsbwO7tbksKuXacHm501fR4AAhdO1vkUKtmkUNnJf1tIu+mYjbsVPQX4FHlnBEmsltmMsDqeNtE4JHNhazIhzezPr3VVccvfpTH1+IWffOIzFX26ka78M9u8qxma30FjnxeP24fP4TQOq67anZMVT1dAQbodgWtGF8wVZUB6BJeUlvK8IjCkFHycTVPUYzPqdPJOiJzRONP/JJmvvDb1/cgp9c/fBGfgLtX4h1aE9T52iw89Ymkt7Ri1y+OapaAhL6vMaouji0hhFc+bMYdSoUVgsFpYuXcpdd92FM+CigQY++ugjCgoKcMhOLrznDGa9sYL7HryTuleL+dWvfsWwYcO44ooryMnJ4eDBg5x11lls374dgI8++ojevcPMadB8gaqSRnbWbmXtlu+wWCy4XK7QYNb7778fioV5KObOnctZZ52Fy+Vi79699O/fn4oyLd+8efM499xzGTBgALm5uQwYMICSwnJ6Osfw1ltvceDAASZOnIiiKNx2223MmzcPkNi7dy9vvPEGAB6lDoUAW7ZsYfny5aTbuhMla/J0lyUJl0WTKMpI1AUq8KqN7N+/n1mzZpFoySTWokl0JibcEbL5m4rnmTZtGvX19cRb0hgUPYlFiz7m4osv5sYbb6SoqIjTTjsNF0kkONJR1Tr8fj+zZ882tBlorNfmmER6H3EifvS2ZNKhC8s0OWbCpG8Jorum+0w+wblyi4UF2U8+QY1h9YvenZ4/vO8JliUypvxCfr1OM/Y+NGUlVRysOibLgLT06miZXfXTzofsOIqA561lLNVUan3dwV0aa2vbD7kAVAsM/l1BJvyXwcD8nz+/EFWFH77dhs8boLKkDrvTjmyV6dQ7nbydpZxx+QBmvLGCy+4fy9TnF3Ll78Yz56PV9B7WiQPbi7HYLAR8AarK6rE5rIb6INz24rVldE1i248HUFX1sKynZgOqB4+ffKHPI75TayGpP6NobUuWLOHss89m5cqVTJ8+nSeffLIJFd0Mqqpis9m47bbbDAG//5+9846PozrX/3dmtqqsJMtqbnLFHXdjDC50AiGUACEkJJSQeymXhJDkppGQe0m5+UFCIEBCANObwRgwxRT3hnvvRbas3vvWmd8fu7N7xjurlW3JssU8/uxH43POnHnn7JR3z3me9x03bhzf/va3ufvuu3n//fd54IEHKC8vN6xutYfGxkYyMjK4s88vcMiu6MSUnkGmcGohDVsPo0We1hn2xBNTGTk2tGAQJdNDcyA8MeUakEfRlip2FrTy5OuvUOQvw+v3kpeZx1DnQG6cfgMbdu9lUfEn+EMBxqefy8i08YQibxdFkij3HWVb83oOtu3Gq7Zhlxz0dQ5kdNpENE1hfeMS/JrPcHHLkp2R7ukc8m5FymnhG9/4Bn/5y18YOHAgdbV1pCm90Y65u+ySmzz7UGqCxdSHSghoXpxSGlm2fgx2TkclxEHvKupDJfi1VpxSKrmOfoxNnUG2vQ+NoRI2NC2h1FeESogsWy5DXZMY4BrF2qYPqQ9WkaXkMzHtSva3reWIfwc2yc7ZqRfQxzEkaof41dlliV0ta9nbtgEZhbFp5zPQFYtYrr9wKvyH2dj8BQHNx1DXJM5yT6EhWMPW1sUU+8LBRwudYxiXOhuX4mZN4wIaglXRflypDhQURtvOYXjqmLjrRDN5cYsTBfp1k2xiSuxHnJjSJ1/EiQyziSmzF6w4sSTaZItOMsXKxLE1kx/GFIPmE1Nm/TiESQ/9R4k4DuK2fkyx7GQnpqLthFkHcWz1vgKqxtAp/Tm0uRR/pLFflGieADddEc5dfwz71JihATV+8JxyzHg9gxUgTIqLEy7CsUweafo5Gyc5Y9vJfghEs90J5y46G7qETszAF4q4pqJMLiRM+YgTU2bQJ4kUQSapX4PiZFNq7xTamn307puB1+/H4bLTKy+d8sO1nHfVGD567kuuu2cGrz+yiOv/ayYLX17H0Al9ObSrnKycdGoam6ipaCLgC9JG2CkMmEjyOjQxpQUoqv+QhoYGPJ7Oi1F2qqG/74puvAmP3dG5fQf8DHzrjTN+jE5nnE7+k34tfT8/7DvpzyePkMV40qxCir8sAqCPq52JKbuE7HQguZzUtTpx9e1NW1E58oypHJj7JasGNjLv43c50laGqqn0yezD2F5nM6XPhWyv2siKoiU4bE4muGaR6x5KKBAiqIYznpb697Hfu5Fy/0FCBMN+i30QQ11TqA+Vc9C7IXqv63BIKYxNuYi1zfPoP6yAW2+9lWuuuYZRo0Zhw4nLJM5SqpxFjn0A5f4D1ARLUAmSImeSbx/CiJTzqQuWsb9tLbXBEkIESJEzyLEPYoTrPNxKJqX+3exrW0NdKCzF7mXrxzDXuaTKmWxr/Qyv2kyuYwij3ReypfUjagJHccqpjE/9GulK/PcvI6FpGttaP6cicAC77GJcyqVk2foAxnfCEd829ratQUZhdMpMChzDqA4Us6N1CZXBImySg0HO8YxOmYlXbWJTy6e0qbGA16kZLtRWhTGuC8ixD0gqcTO7vJIRXBNJ+cz2OxEpX7J9TmRiSjb1t2JlZn6SQyhzCSFD9AyWYpnNxOhkE1N+YVsn2yTyvY4NMTFk2kD2RpIZJA47Ef6f6OuKXpB2TJ/H7n9sP8e2NT+mWX2S/XU7DGVmsjdh+yQmpk4UJ/LrXrJJuNOc2OwysiLTK99DRXEdky46i2XztvLN+2by5qOLufGB2Xz+2kbGnDeI/VtLsDkUgv4Qkgze5gBVJfWENM0wQQWxsRV9QLFe9weVyNRUUPOxpvGpM9o3sHyn48MZw5hqa2vjjjvu4Mc//jETJ07k/fff7/C+S5cuJRQKMXr0aEP5U089xXXXXccvf/lLMjMzee211zo8KdURKHYFZ5oTd1YqkiyRZtPIHNQbbf8R+l4+jgOvrCD3u5fw6J//wuybb2fNk3O4a/YVhA6H6dRNG/fhq7cxuFLlp4O/F+23xh/Rfu9qId/Xl5tz7qA18nYIBYw/ZvOd/ch39jOUxeLZQKE7HFPJK7xd2iJvlF2tqznn7LMZP348l156KQ21jVyeeS/OyAqbIR5OZHswMTlV6JjJqwmp1+EQflhnOmKXX56jP1dk32LoU//BPDPjxuiPX1WDkSkzGJkyw/DDPhFGpk5lZOrUdtvkOQr5Wq9wIHn9OOm2bM7zXA8YnQFFkpideaPBKUhLCz9o/G09ixlhwYisAg8H1h/tbjMsdAD1kSxBJfurCUQCVh3ZE2ZgvfOP5chIvP7IIgDe/3c4DuCRfVUoiszEC4Zy+HAVuzcWM+uqsbz5wiK+c/fF/OvR97jtx1/jnReWMXbyIPbtLAFnOi3NXlpbvPjb2kws6XmwMsuceTjT/Ccl8qMoLTcdTdXIOSuThoNVFHxjImXvrKL/9y7E9+6HZH3zIh5/+h9MvePbrH3xLW4YPItATSNaMMTRhVuRJYnBu3vz00F3AlDli9lXf6SNQkaSmz0iWuYNCJPkkkRf51nkO4ZFy4KCf9LL3pfBrkkJz8GrtjB79mzcbjdXXHEFKVIml2fehSwl5gKMcIcDRB/7g9TtSKfAfpbZLqho9HGMoI9jhGn9eZ7vGP4/IfXrCY8vQpIkzk69BLik3XYDnGMZ4BxrWBjobe/PrIxb4iZ0nLKbCzJvMZSleFz4XAFCga+eRP6rhLTeJoHvLZx2CAVVmutjvkxteROqprHozU1ALMP0W48uQQNWvr8dh9uGYlPoVZDOeVeNpnhvFdXzG7jpR7N4/dHFfOenF7LwtQ2MnzGEvVuOYnco+ALBcPiGVAeVpfWoJxt47AyA5Tt1DGfMxNSDDz5IKBTi97///XHt19TUxN13303//v0NWewAzjvvPI4cOcKhQ4coLCzE7T6+zGo6/XjUrCHUH2zmnOvGsuzfq5h99/ks/+dyzpo5hMONTSgOG02l9ch2ldov6+hnb6L+jc/JtoF94du8dnQ9P//GXP7zgbt56PpBpDfEgtgFWnLADo2B2FdVb3D+wttmrBxRyiMiJLBAdPgMLJFwg8GuiXzyyQI++eQTsm19uTDze2TYs6IrPmaMRJE5YhbI2SnHZnTcAuPDFV2+EeVwYkD48F9RMqXvLXRzjJwu/Ncs2F4i6EMruo5mrCKxLH9YeMXxyNaydvuEGEPIbmAnhf+aBTwXyw0BvE32DwmrWeJ3r89Vmsf0FsZT6FSfoBNlXPZjJujAuGqnNxXp5CET9pQ4tlqCbR2iBL496rjZeBnrxd7jH+SBBJeIEv1uJMp2lOGQY5JK8dxFyaE+3onIqDEGXPurcuL3EWMKmTOi9P1F9pNdGAhFMekzco0Y2VTCd0f7q5e6TTZhHMTvRtVfmAK7SZ+sNkr+xHs6XN+WQP4W/fEjft+R4yjCWrt4z/uJ/8Ej/ojyRWI/tBwNBzV+6x9Loyt9855agYrEy498gSQpvPzE58iKzM4dRUiShIaPAWf1pvhwBdd+43JenvMhP7z7Ov7x6Fvccdc1zH99BUOHF1C08MPo+8KChVON081/0u+FtEwX066ayNo3N3LpvTNY99wqzrvjXLa8v40h5w/GX9mAGlCx11STobairFhMX48Pdf58+g9vhu1vM2fPav7rm69x18/v4+4+kUW4FGhuygYH1PtjbxxxYUx/fgtzVR0IWG2U/SaqBxjqmhJlmBXYh3FBxnexK4ldbvF9IJv4MWoCf05//p2OQYLN3svieUqSxMjphRzYWEJ9ZTOnG9pjSiW6VPR9zFhSnQlzKZ/YIv4aEhlPZixq8f0diPYZa2gIfh6pF1nxBobQMUz/YiFmnBlLSmxrxpI6tv9jcTwsKTMk+51wPOyjkw7u3sF7+UQYUcfznDANJ3FMX35/EL8/7EM11LRweFdFOI4o8HpkEuuVR8KJGb54exPOVDuyLNGrwIOmaYyZOpBF72/ilvsv4qVHP+P7D1zCR6+vZdzUwezbXoqKjzUbsPynrxBOu4mpYNCYWUBRFNatW8djjz3GJ598clzOj9fr5brrruPw4cMsWrSItLS0uDZOp5MRI8xXmo7Fs88+y0MPPURjYyNtbW1RW49sLkXyyyz550oAlj8d1viu+NcK0oN+Qr5wO7cj8gNJOf0cCDMMdk2g0DkGCbldh+qrjtqjDdid1vj0dIy/fCSf/XNVd5thoYvx7Z9cyMuPfG5aFwqphEIqVeVhCXYbjRwpKgfg30/NA+DxR19HRuG1Fz/Ghouy0nCcwaysLGw2G263m4yMDH73u9/xgx/84BScUSdDldDUJL/gT6BPCyeP09V/SuQ7qSGNLZ/sRtNg4RPLyXRILP9X2I/a8tIaWqubQQNvanjSWGvr/GQHXYVxqZcwOmUWNsmGLHXF1ETPQPGuSgK+488oZuHMwtjLRrDomdXJG1o4o/Gt+2fz2v9bZFqnhlRaGsPP8ob6sBR70bzNhFB56dHPAHjx0c+QJIkVn+wgJdVBMBJCoUf4T5bv1CGcVr+mi4qKGDRokKFs8eLF3HvvvVx33XVMnjyZ+vp6gGjK3sbGRpxOJ+np6Yb9fD4f1157LStWrGDBggXR7CUng/z8fCZMmMCAAQMYMmQIAwYM4IYbbqCtyYtTdmE7hqHda0Avemc6OLr64Ekfu7ugSOaxXizE4HDbcaY5wJwwZaGHYPGcL7vbBAunAK89au5UHS/aWn3YJZmS4vAk1ty5czl8+DAHDhzgyJEj5Ofnd8pxTjU0rfMDbp45kS5PX5zO/lMi38nX7ENrlQysSx19JhVSuaOUxuK6kzp2d8ImOZKysL7qSPG4rDAIXwGseHFtd5tg4RTg9UcWn3Qfmqbh9wbwewMEtfBiRE/wnyzfqWM4rSam+vTpw7p16wxlw4cPZ8eOHezYsYO5c+fG7TNkyBDGjRvH5s2bo2U+n49rrrmGxYsX895773HRRRd1in1f//rX+frXY/r8xsZGICxfC6KhRaizegDCok0leF2xq8Yhh6mI75St5ZXijQDY7CHKIrFJShpbGfjIXDSBL3tj3hS+088YxyCkxVN0RQquLsszBk+M/UeX+/iEiNCirE+neoqyHzFItU4BNnO4QoasHeF+GoJVtIbCP8682PAovXDKKcgSaJpKZaCUVl8tGuBRsshxFKBIxkuzLdREY7CaFCUblxxeua0LllEfrCTNlkq+YzCKpETpuPXBSmoCZTgkFwXOwdiECbbGYA1VgaPYJCf59sHYpFgwuha1nqrAERyynQLHYJyyyyiJEoJQtoSaKPUVUVZhZ5BtMIpkjwZl1ndpCTVRH6iO7q+X5zh74VHSqQ5UU+OtxK8FyLBl0N89AJtkwx8KUeorIaSFBEq0QoGzL7KkRL/P1lALdcFK7JKDDKUgGuND6iDrNdFDTbdTlEmKgbX1ctMAmgn6j8YJSxAU1B75jxhi2oyu7jfJSJiMOi1Wi8G69eMnoovr5+lQJC696zw+fWJ5lCAv3nNySLwnIwG+E/QpxnjrKMxCtxjku8T3Ke7ijvzyM4iATe5j0aTo2Iplwono+9kFNoBXeKbozw/RzpjcLiavM2TIi9RrwlGDQlvVREAsR/aREwgmgoRX47UEN4WihZ819kjA9Vt+cnE0joIITbBDt08SjilO4uvlKZqHkBa+oi+99NIeE5zSwumH09l/SuQ76dCfFaK8qGhhOI26TQJ7JHiz2xXgn/u288y+7cgrwu1KmlujfycvfCO6fyAoc1PfSUz2zBKO0zF7xeetGB4gGkogQVyPmIxL3Me83/YOqkXf+Rp1oTICmh80DZvsJF3uhRTxWUJakNrgUVpDDUgoeJQcPEqu4fgqGi2hOlrVRrJsBdgkB5qmUR08QqtaT6qcRbatf3QfTdOoCR6lWa3FLXvIsQ009FcXLKUxVIVLTiPXPsjABqsPllMfrMApp5BrH4RdTvwToylUQ02wlKayw2SQh6Y542KUNYVqaQ0ZrxVJgkxbHnbJQV2wgsZQDaDiUXrR294PSZIIagFqAiWIbzy75KCXrcAQm7QpWE9zqJ4UJZVMWzjjYGcFOk/2vZv1KfaTjGNnlMOF/xpE6waJXbzs3gxm/lairHu6hC9hVr5j/IeZd07n0yeWt29AB5FICpisbWyf9vtPWt9+dVKYmdwV8r2O9nk8Y2gexD1cZnfa+Pqd03jnH8uTHj9ROAfdx5OPyctn+U9fHZxWE1MOh4PJkyfHlS9eHP8j4YUXXuDFF19k/vz59O3bN1qur/QtWrSIefPmcdlll3Wpze0hPTeNkRcNYde7mw3l02+/nv/+gdFJzM3NpaKiIq6PZc++BQvPXMbVrpY1rG/+NK680DmaiZ5zWVa/gJpAuaHOKbm4Kue7pMvh77U2UMEHtc+goiIhM9PzXfa2raYssC+6T4rsYUbGdfSyF7C64X2KfDuE/lI4P+Na8hwDWdv4Efu9m6J1NsnOuenX0NcxnE0tn7GnzciKOT/jakamTjCUhbQQqxo+ZWtzpG0tUAR5jr7cmPeDqKNW6S/j9bJnTH9MJ0Kaks61edexrHYZh72H4ur7OAfw7fw7AKgP1PBK2VOEIj+8h6eM48Je13b4WBaOD53lVFk4vbHwzfXdbcJpDSuA5+mJnuY/5Y3rj+K0UbrW+B6cfMtN3P19Y0DvRP7Tkn+/hXduVVz5mYIvmz/goHdzXPkw1zTy7INY37wAr9ZkqEuTs5nh+Q7uSJKaEt9O1rW8C4BDcjM9/WY2tXxIQyjmd2UpfZicdi2yJLO+eT41weJonUfJYWradTilVNY1z6cyGPNHU+Uszkm/ljQ5mw0t71Pi3xOtc0npnOu5llx7ocE+n9rK+uYPOerfHS7YFf4z2DWRqemxycsi7zZWNb17HKMFmbZczvdcyxf1rxky/+kY7p7MuRlXRsblAJ/VvRKtm5J+KWNSz43bx0Ln4PN/WP5TT4csS3zxxsbuNuO0heU7dQxnhPB99uzZcZ+BAwcC4QCcojN2/fXX8/HHH/Ozn/2M7Oxs1qxZE/3s3LmzS+wLaccEDVTDn9ryZrZ9sA2fCj4VNCQ0JJY/9w5j+w9hbP8hjB84iLy8PCorK8nLy2PCoEGMKxwc/XzxzDwaAw6agnL0o/cfUGPUQFX4BDWNoKbRFox9GgNq9NMcCNEcCNEain18auyj9ylL5h+7LGGXJVxK7OO2mXwUmfLAAb72ta+xb98+9u3bx6ZNm/jnP/9JS3oF71Y9S96wXixevJiSkhJKSkpYu3Yt/Qb3ZVfL5uh5lPgO4kpxsW/fPtwpLpY2voQvvYa5c+dSUVHB1q1bmXTeOBbVv87qhgVU2w/z4osvUlFRwa5du7jgspksqn+NLxs/4oi6g6effpry8nL279/P1dd9g+WNc9nQ8gn7/et55JFHKCsro6ioiO9///usaHiP2mAJNjm82iRJsLLhI/YENvPnP/+Zqqoqqqureemll6jwl9CiVuNUwoFVS3wHSU1PjZ67+NFpqHPmzKGiooLq6mq2bNnCtAvO4fWyVznsPcQjjzxi2Ofxxx+n1HeEED4kVD6tfZfCwQPYtWsXDzzwAEe8+6PXoNn3pggfmfibX7yGZElCliTDPpLwsUU+GrGPXw1/9PshpIXZe/pH/z7F69cf0qIfb/SD8ImV6+3E/nWIdoQ0LfoJqPEf0Sa9T7Fe3F+HIsFl/zUDRTh3fYzkBMvg+vkGNQ2/qkY/et8qsY8ZZKToR78nA5oa/XhD8Z+gqkU/4jhFx1mNfUJqOBGC+L2L564fU4sEAj82mHt0P2IfY70W/picp3huxwNNUuM+ISlISAoi/lOFf3o70Y4A/ujHJ/nwST4CBFCVEKOnDSCIGv3o/0To1ivYox8bzujHjgs7ruM6NwsWugKns/8Ufe6oWvgjPLOObjpK8YZiAqpEa1ChNajQ2Oxi5bNvc/aAwUwYNIgJg4z+k+g7je4/hMX/nkdAk6Ifsf+TkVUk8o0USYp8Yu9NmyxFP7rv5DD52IWP3r7Mv5/7778/6gOsXbuWhx9+mMPqRlY0vc75F53Dpk2bOHr0KCUlJSxatAif0kiZP7ZoVxk4yMSJE1m0aBF+rY0ljc+RPzSDpUuXUlFRweLFi8kelMLa5ndY3zyftL4yCxcupKKigtWrV1M4Kp/VTW+xoeV9pOwW3nvvPSoqKtiwYQNjppzFysY32djyIS0pFbz++utUVFSwfft2zp09mWUNr+NTW4XvW2V545v4MmqYM2cO9fX1VFZW8stf/pKDXuMP2lL/AaZOnRrnO61fH1s4WL16ddQHW7p0KQXDsllQ+y/a1CY++OADw3533303Jf6wj+RXfXxR9xqXXnop+/bt44orrqDEtz+OLaW/3yWIfsy+d9E30n0rQ5ngK+jXiGmfJNq/fbZf7P1t/glGPr5Q+x/dh/MLPlqij9lxNOET9Qu0sF920T3nR320qG9g8DNi+xjKhI/Z/seOgdjuWFaZ/hGhRf4lrG/nOZHIN4oeM4mPdzxI9rwSj9XeMcWxO3YMwTh20fFO0Kd+7npdapabAaPyov+Pjq3JR/yf8TyinlunjZ2FMwunFWOqM7BgwQIA/vCHP/CHP/zBUDdr1iyWLFlySu2Z8N1zWP+8MWDyd/pNisrzBuXXcvYHbwHQJyWF3d++jrqKlGjb/TVZp87YLkJqaiqVlZVcfPHFZGZm8tRTT/H4449z880389JLL/Hyyy/z97//HYBx48bR0tJCitTb0IckSQwdOjRK9X744Yeprq4mPz+fWbNm8eabb1JYWEiRbxsPP/gwDoeDgoICJkyYwKeffkphYSEHmjfxwAMPMHDgQPr168fQoUNZtWoVy5cvZ1/lem677TbOPfdcBg4cSF5eHuvXr2fFihVsK/uSi3pdB0BjsJadLRt46qmnyMnJYfDgwTQ1NUUdfacc+zGaY8+jqbbJ4PjfcMMN/Od//ifl5eHVyv/7v//jzjvvJBgMct111zF37lyys7NBC68CP/roo7z++usABAIBMmxZOCQ765vWU+4/ysJ/hh3IXr16HVf2QQvHjy/ftFaCejrcaU4O7CxN3vArDK0LAnh2ekBQCyeE08l/Ss1Lp8/EQvZ9vN1QftvA8dw2cDwF/cMSrxFvvANAn1Q3q2bHmFQHasO+06GWU2RwF6FXr14sWrSI+++/n759+zJ37lyam5t57LHHmDdvHldffTWLFy9GlmVmzpyJpmnIklEG43K5KCyMMZeef/55XnnlFZ5++mnuu+8+nnnmGS688EIAXvjHByxbtozLLruMW265hZdeeokJEybQotbx4l9eZN++fVx99dVceeWVvPHGGwwZMoSj/p387f/+RmtrK/n5+UyfPp13332X/v37c8i7hREpYSZSqX8vNcGjrHh3BUuWLCEnJwdVVenbty9OKcVgc5Ytlw0bFhv8p9///vcGOc8PfvCD6ITpgw8+yDPPPMOMGTMA6N+/P7fddhvbtm0DwnHVcm0DAVjf9Bmp6an84Q9/oK2tzTSwv4XOxeo3NiVvZOGMhmKTKTlQnbzhVxSW79QxnBGMKTM89NBDaJpG797GCQxxBvvYz6melALY/8XuU37M0xGhUIi2tjbKysp47rnnos7GsGHDWLZsWbTdli1b8FerjE6NlySI+Pa3v83f//736PdaUVHBBRdcAMDNN9/ME088gaqqbNiwgS1btkTjW9x888384x//IBgMsnv3bhYtWsT1118frfvnP/+Jz+fjyJEjzJ8/n5tuuomj3hh1vahtLy6Xi+9+97vcc889OBwOZFmmqKiIPEdf0m0xp2mgewg35N3CJOUcBoQG0dDQwI033shzzz2Hx+bhipzL2b17dzRD0cqVK0lJScFuj8WqCQaD2Gw2GhoaaG1tZVrG+TQGG1lU+yE//OEP2bBhgyE+iIWuw6gLz+puEyx0MSRAks/Y16IFCx3CmeA/tVQ0UbnDmiSG8KJUa2sr+/btY+7cuUyePJm8vDycTidr1qwBwunUlyxZQi9pAH3swxP2VVhYyNlnn82zzz4LwDPPPMM555xDQUEBGRkZXHrppTzxxBMAvPrqq/Tt25eRI0eiKAo33nhjdBHxww8/JBgMcu654Umnm2++mccffxxN01i5ciWHDh3i0ksvpSIQk2KW+vcyevRoBgwYwEMPPURGRgahUIgjR44wyDXOYOdZ7nOYlnINg4NTcLdm09zczA033MBzzz1Hnr2Q0Snns2PHjuj1uWbNGjIyMgx9qKqKpmk0NDTg8/kYkzqdMt8h9rZt4M9//jOPPvooNTU1J/ntWEgGxaEwfMbg7jbDQhdDkqS4OHEWLBwvehxjqjug0z+9kWjHYrDMrOEFlB+sA6AhEF7FqvY6o/W2ykxCofAPoVBI4khRFnVCfVlbOMhlXUAIMClEh9YDmfsF/qkeHFoMaB7Q1LhtkX6qCAEs9cDaDiESqfioiQa+FrjFehBsMeBzMBoOXthXUfjGN77Bnj3hWAQvv/wyH374Ie+88w7Lli3jk08+obWlOUzljPR1LA8oIyODzMxMDhw4wAjXLHZ7l3Lw4EEKCwuRZZn+/fuzf/9+xqTMYnvrUg4cOBBdLSwsLAzv557GQe/m6H5i3VD3eCr8hzl48CCDBw+mVW0mpIaQJYXqQBkTJkzA6/Xy2muvkZWVRUFBAb/73e/497//zetlc0hXPEiAQ3Yy0TOV4WlD+bDyfQoLC5k+fTo33HADUzLGMbPXJBZWfcpN3/k2U6ZM4ZxzzuHOO+/E54ulxP7Vr37FL37xCxwOB//xH//B558sxGNbQ//+/fnhD3/Ieeedx5///OfodxQLzh4b+djXKIykaTDO+GrzfmI9HSthBfPg5BCWjQFIklAozPZHA64n4Cu3975TDLbH/qPTlEMJ+tRPxBDgVjzPSH1Ig6M7K8KU9Uid4f5Szc85aocJm00WkxhExkQMJK4K4+RXw4MXOpZnHkH0exImVWzCOfsiRpvtLY6NkHch+nwICvVm0ruAGttJ7CsWkD1WH02sYAgoHHsN6cHRRfafGGBcLxaldYmCmreHoCSmJw9G7JDp1S+HgObHJ4TgD0iByF+/sEcgYo4Q7F0I1mnHGf17vHLF0x1WZhkLnYWwBEiLvge8QvTmlpBE/xEFlB6qo9offkY4GmILP82+sG8UDCrRv0V1sYmJSm+4vikYu//E/oPCs11HLNFI+3YnC25uljBFLE+WzCKQ4DmfmprKpZdeyooVKzhy5AirV69mw4YNvP/++yxZsoRFixbhDTWBpCV8XxYWFlJcXEwgEGCUexY725ZSVlbGgAEDaGlpoa6ujsbGRka5Z7OzbQlFRUUUFhbS0NCAoigUFxdH99N9qw0bNpCbm8v+/fsZ7Z7NjrYlUd9qmbomeuy6YDmXnn8NdXV1rF27Njo5evvtt/PFF1/QEqqPJr5xy2mMcE/DraRzxLeTyy+/nKamJlauXMn5nm+SrmSzo3UFDzzwAIMHD2by5Mnce++90WOpqsrzzz9PWloa1dXV3HLLLSzd8Q4BzcusWbMYMGAAb7zxBv/xH/9hGJ9kQcmTBTc3k/aLJbLJ/ub9mDRIgkRBuzv6eFXN7gWhPtm9Ir6Jxf01oGRnRdQfS7RPNGC6UJ/M9kS/E46tF3Ei6oKTDXh+Ikj2HEomczuRwPDJ+hd/Nx5bXzCwFwd2tp+e3KzP44nDeybD8p06BmtpuIvRUtOCpPSsHyYngmnTplFaWkpxcTEDBgzgvvvuA+Dee+/lO9/5Dl6vl1/+8pfs37+fs8YMZVndgoR9ud1uVFUNs4ki2Wl8Ph9utxubzYbNZsPv9yNjQ0aO1un7+nw+ZBRkSUlQJ6McUxfSwh6tiordbicnJ4dnn32WSZMmMXPmTP7617/Sp08ftN5BciZn0XtyFjVZFXxaswC/6mdH8zZuu+025s+fT0NDA1MzJyBLMjbZxuHDh9m+fTvV1dVcddVVUaf3nnvuYfDgwQwdOpS7776b119/HXe6i5pAFf/617944IEHomm/AdrUVlbVf9bJ35wFHSmZ7u42wUIXo6KknsrS+u42w4IFC0BrXVt3m3Ba4LbbbqO0tJQ9e/ZQXFzMn//8ZzRN4+KLL+Y3v/kN6enpPPnkk2zevBlbRoidrUsT9qX7OQA2KTyBrvs6xjpHO3Xx+wH4/X7sx+wX0mKLABoadrud0aNH8/3vf59JkyZxzz338NJLLyFJEimDVAqn9aJwWi8qU/ayo3VFOMNysJQ77riD559/Hofkpp9zeDTT8t69e9m+PSz31FnzEJaejhgxgn79+vHGG2/wyiuv0Ko2YnfbeOyxx7jnnnsM41LqP8ieVkuu3xWQZRl3ujN5QwtnNA7vqaCl0Zu8oQUL7cBiTHUxAm0BJElqd4b+u/0nsuK5N/negAmn0LJTizVr1jBz5szo/3PsfRiffi5H2vazefk2li9ZQVALMGfOHO6//35uu+02glog6nyIqKqqQtM0srOzqWkIZ4/JycmhvLwcv99PbW0tubm51BaVoqKSm5sbdVzKysrIzc3laEkVPrWVnJwcjhw5Yqgr3babllBTtE+AHS3r8GteWkJNlJaGneUPP/wQj5LF/v37OXToEKNHj0ZRFL7znXCci7fffpvlH61kV/MOglKQ2267jVtvvZVB7oFk27PY3bKfcemjqdx0lA2r1jNnzhyKi4uZNGkS69evJ9WfylUFV7C/tYgFCxbQ2NjIiBEjCAaDTJ48meuvv57rr7+eGTNmEAwGKSoq4tl/P8tkz0zAcgI6G46U+GvRQs/CuReNYtu6Q7TVBbrblNMWVmYZC6cKQW/y+/CWfhNY/tyb3NKv5/pPc+bMMbCBCuxDKHCPosS3h8/eW8q7895FsSmsWrWK733vezz7+EsJ+9L9HIDqQNj30X2d5uZmevfujSzLcXXl5eWkpaXhdrupCYbrcnNzKS8vp66uDp/PR25uLlVVxv2CWoAdreFwDSEtQFlZGUeOHGHbtm2kyll8/PHH9OnTh9zcXGbOnBn1E//6179Ss7OFA95N5Obmcvnll3PXXXcxyDUWCZnaYDkDnCNY+8lWPgh8wLvvvsvRo0f5y1/+QltbG6nebM7JvIadrav55z//yZ/+9Cfcbjff+ta3cLlc/PznPwfgrLPO4o477gizsT5dycjUSZ351VkAbA4F2WbxIHo6LrphAnOfXJa84VcUlu/UMVgTU50Anaqq06/tIivR7cSWnU5DaQMNgfAFpAiTLQFNYlav8+Hdcs7PnMmBRmgNxiQh5b7wdk1M3UWjPzbJ1RbRR4nyKW+kzCjfi3HYzaiUNoE8F6WbCwRkUbbniGy7jPE1w/sIXYezkBjrp2VcwCD3cLyql3crXyAjI4OGhoboKlttbS2ZmZnxHQsIhUIsW7aMyy+/nFdeeYWMjAymTJnC97//fSCcHvuyyy7jiSeewO12M2vWLH77299G6y6//HJ+/+XvsdlsXHzxxdxyyy2Guo8//hhJkrjssst48MEHAdjJl6Slp1FaWop8MBxTatiwYWzcuBG3202/fv04evQou3bt4pNPPonaemn2lWxu2shFF11EMBhkyZIlfDPvWna37OPZ4tcM5+XxeEhJSaGpKZzmuNxXzmtlbwLQr1+/8ITa0aN4vV7uuuuu6H6DBg3C5/Oxfft2bJKdFEUxSCp1QWUyxZP4XUXlmgmo5frlJkq/gpHrX6Sj2+X4fRJB3z8Rh10yqTbzdURqa/SYJpJC0VZZuHBV4UGv7x9SNcr2V0czR0E7Uj41Xj4oyrliUgCTMuHcEtHy24N47maSypMlbx6bWe/YY5pKFg2yvXgDxDJHJGhv0ET+B6BF5XKxh49fi8jqhAs8JFDDgxHxpYag4xGPr0Wk1ARYOH9NmG4tXA9G2Z9uR/zNZBcmg9PVTADScBPUfHFtz2SoqoTayQE3O7s/C2cGAmpY5qTLlkWpXYNfYlCfLJo2liL59Paxe6zGH/ajJntmE5hbxWTPbA61xK6jxkj4g8aAuZRPD38QVMXnS/sPXbP4KWKRLqm2G/ylWL3uR9lN3lvi+1GJ2Hns0S7IvJEsWy6HvfvYHlgCdqIspmAwSGNjI6qqGvc8ppNdu3ahKApjx45l27ZtTJo0CZ/Px759+1BVlZKSEmbMmMHSpUsZPHgwOTk5bN68mba2NtauXcvll1/Ou+++S05ODqNHj2b16tVAzO/S5XPTp0/n7rvvxqs1U56yA4Dm1jqWL19OZmYmHo+HxsY6hg8fTltbGzU1Nfz73//m3//+d3issDPdcx2rm97jvrvv4dNPP6WiooJJWVezs3UVW1oWRU4vfII5OTn4fD78/rDkujxQRHl9EQAXz7yY6upq2traWLp0KY2NjdHxmD17Njt27KCoqAiH7DSV3RkkdpiUJZH/JZL9HXscEWZPxOOR95nJ8syQTAKnmZRB7HpNJLsTZWQ+b4Cao/UxqZ54/CTyQaNNWtwx27NdRKJ727TtGSyPOhH5XjJJYHvyPbHs7aeXE1Ljfbf29ok7VsSPUyM+YE/Kymf5Th2DNTHVxSjbVU6gzVp91zEsZQxZ9t7saQlnStm+fTsrV65k3759DB48mEsuuYRLLrmEfEe/KFtKQ0OOxM7RH5D/8z//wyuvvML48eOZPXs2zz33HKWlpdhw8Mc//pEFCxYwaNAgpk6dykcffcTu3buxSQ4eeeQRFi1aRK9evRg9ejTbt29n9erV2CUHTzzxBKtWrcJut9O/f3+ampqik0zf+ta3uPnmm7ngggtQVZVf//rXvP7667z99tvMnj2befPmsWvXLr6Z9x0KXYNQJJAkmcZgA5/WfMj/u+MvzJkzB4fkYHTaSDY1rsPj8bBs2TKWL18OwNe+9jXeeOONaPytLVu2sGLFCgCuueYa/t//+3+UlpaS78hn88dbADjQup8ZM2bQ0tLC6tWr+UbOt7DJdoLJZoEsHBckWeKscwdSvrequ02x0IX43n9dzitPfUowYD6JZcGChVOHAysPoYVUK+gE4Rh2ha6RALSpmygoKGD16tV8+OGHlJeXM2HCBAYMGMDrr79Ojr1Q2DPsP+m+UyAQ4KGHHuKdd95h/vz5XHfddfzud78jFAohIfPb3/6WF154gblz53LVVVdFM9cp2HjooYd45plnmD59OpdeeimPPfYYtbW1KNh5+OGHeeuttxg9ejTnn38+r776KocPHwaI9v/jH/+YyspKnnzyST7//HM+/fRTrr/+en71q18RDAb5etY9pCrhOGESMiX+vQQ0L3fccQe/+MUv6GUrIMuez662NZx//vk8/PDDbNy4kbS0NK666ip+8YtfEAqFGDFiBHPmzGHNmjV4PB6uvvpqfvSjHwHgPQprSjbTFKyjMVTLvffey5o1a9i1axff6H3HqftCv0JI751KwYhcqo/Ud7cpFroQN/14Nq888kV3m2HhDIekaWfy3HD3orGxkYyMDG7I/m/scmwlL01YDhs9pS9uj4u9yw+SGpkGTBWmA52yPqMcgzcUmwHVA503CCypJoGmorOjxFU/nSklBh0OisGCIzPQiuDtpSuO6LY7QkNxCfQKt0Cd8djjV/3MGDQa8EnVe5S6jtCnTx+2b93OfYU/x624qQ3U8K/ix/F4PEybNo0+ffpQVVXFsmXL8DX7+Ubv23GQw67W1Wxu+Zyhw4ayadMm0tLS6O8YT7F/M/n5+Vx66aXs3r2btWvXMth5DgOco1na+AK9srO44oorKCoqYvny5RQ6xzHcPZ3FDc/jTndy1VVXUV5ezhdffMEA5wimei7jo5rnwRXiG9/4BvX19SxcuJB8+0AcsgNfZgM5OTns3L6LGZmXs6RuAQMHDmTGjBkcOHCAVatWMS59Ipf3vhoRJd5iXil7lqlTp7Jnzx5GMJyr8q6kqO0Azxa/xIgRI5gwISxB2LZtG9u3b6e/qw/F3lLGjBnD2WefjaqqbN68md27d3Nx75lcnnNhdDXt/w78g7R+HkKhEIHyAHf2DwfybBFIHm0R+pT43bS3Egig6Cu7JiwqsS+zoN8iI8kQDDuyabYiGd4O/0dc8RFXs6LB0QWjzVaeDfdS5Nz9CZbY7CZLkObHBFeaE2+zz3RVT2QnBUwYU8ZxjjAnTQLkGoPJx87Er8YzdMzYR8kSojjF4OiyzuAUGWJmwS5j26IVOjNMXNEyBlKPPIdMWFZmzCvRFpHt6RdilPij7Kf4VbkgsXYhSWSItk8VlCNXfgBfWHataYQElpQe6NxsH7sWe+47cUW3s7RwkGa7pBDQfHzW8FcaGhoMqc7PNOjvu11XfI90uyP5DseBpoCfkR+9dMaPkYWOIZHvJPoZbpvExKtGU7ytjNajdcAxvlOENCk+8sR3nC+y3WryLgTwR+p9ofjnV7J1HeO7MrZtizy/XMJ5GPwoRS+L79Mv2N4WsfnVsmdwFoTjZlYV1XFD7n8BcLBtD4vr3yAvL49zzjmHrKwsSkpKWLJkCW7NwwWe23BIbja1fMwB3wauv/56fvKTnzB9+nSGuKZwwLuOESNGcM4557B69Wr27t3LpNSvo0h21ja/y+DBg5kxYwYbNmxg+/btnJ1yCRlKb5Y3vU6/fv248MIL2b59Oxs3bmS0ewZ5jiEsanghKrnbt28fq1evZphrCuWBA+QOzELTNKoPN9LfOZIdrcsZP348Y8aMYdOmTezYsYNJqZcxPOUcwztsX9sGNrYtZNq0aaxZs4aJ7ssYnjKJnS2r2djyOZMmTWLUqFG0tLSwfv16Dh8+TLatgDq1gilTpjB8+HCam5v58ssvKSkpYXbmNxmWMjYy3l5eLv9/jB47irKyMnq39md21tUdZkcl9GNM94ltnwgTqis4EfolnpjxFClL8P43Z1QJ7EPRj1IkFLuCzxuM7zPB8c36NGdCme0j1puwdZLc32a/is28iEQ/n/X+E7KCTPtv3/dqr53x2AmOadY2SXDzZMfUy/UxliTJNNmNkfUez4QSfTedMSXpTHbNz8bGZ89o38DynY4P1sTUSaAjE1MeR+yV8lWcmGoKNrKhcQ1toVaGp45iWOpZ0fq6QC27mrdT6jtKc6gVt5xClq2AkSmTSVHSqPW18k7N/+OGG2/gvvvuY+/evdx+++3MSv8hMgoHfV/SGKrEKadQ6JxAjm0wNlmmTW1kf9uX1IXKcEguBjrH0ccxPBLrq43drWuoChZjl5wMco1liHs0siTjU9vY3folZf4iFMnGYNdohrrH4VUb2d7yJT7Vy/DU0RS6h1EfrGJT42rqgtVk2DxcMOVCPId7xeUh1DSNrc3rKPEeJd2WzoXZM3ApLuwy7G85yNamHVT7qwCJ3o5MJnnGclbqYHa2HGRL4w6q/DWgSWQ7ejE1cxyDUsIrofpRittKWV2/ERmJcelTyHPmAdbElI7OmphKSXUw4+aJfP7sGmtiSm/bAyemfvCTK3n2rx9aE1MmsJwrC52Fjk5M6UiNbH/VJqaq/RWsb1yHhspQ10RyHH0ibTVqAqUc8e6iJlBOQPPhktPIsRcy2DUeGQfVgWIWN77Aj370I+6++26eeuopnnr8n1yZdT+NoUr2t62lRa0nVc5imPscMm35ADQEK9nn/ZLmUA1u2cNQ11Sy7f2QkWgK1bC3bQ0NoSrcchpDXZPIcwwCoCVUz562NdQFy3HKKQx2TaCPYxh1wTIOeDcBMMQ1kV72Air8Rez3rserNuOx9eLCKV+jZVeYIS++w0JakB0tK2hW68lQchiVMh1FDi8eFPl2UOo7QFOoFptkx6NkM8w9kWx7Hge92yjx7ac5VI9NspNp683I1Clk2nobZHfF3n0cbNuBW0lhbNo00hSPNTF1THlnTEz1GZFL78IsNi/cE9+nNTGVsO2ZNDElSRLf+tFsXntsUVy9NTFl+U7HA2ti6iTQkYmpvn3SGHnRWax9c1OPnZhaXbeKq++5hnefnM8kz3ThODGY6e5F+EP6ucX20iemrvvmdWiaxnvvvUe+PJLxqVcZ+hd/WIvb+pUtxscSf5gnS+1s1qdDiS9LsUHfsQWUbCszfeGJkye6Q2o3OLNa5G+sTBgGQpo+gSBMdBBfL05GWRNTYXQmY+rYemtiqudNTBX0z6asuMaamDKB/r7b+bXvd4lzNerjF8/4MbLQMXR0YmrghL44Ux0cXVME9LyJqZV1q7jm7muY/9R8pmTEfKc2webWiDHiO0Z8n+nv29Ax7019YurOO+/k4MGDfPHFF4xNuZiz3NPaP7kEMI0PmGxCJckLSQZkRab/yFwOby+P7JPEDsMkT/s2mfmdyeJBWRNTxvLOmJg6dn9rYsqs/zN7YsrutJHmcVFT1RRXb01MWb7T8cCKMdUJ8KoqIU2N/qgSnYaysmaq5m4hGNAIRIKUiQE49X3EYNVivf7DulnwuFpDsQb6jz+zx4YiCR6TSQOxXnyJxoKbi5Mv8cwvlxLu9MuGVbx8z0v86o//zfSsmHMlOolmDoC4QujVnS9h7BTJydkpF/HZ/KU4pFRGOi9kkGMycsRus4el6JzpY2szTCzFv+LFInv0x7pQbzKBIDqmARVyR+ZTtKUsadBEvStxbPRjmk1WidtOod4hixOR4b8iW8toRmQcTCamxMCsZs54MocqGcwmkRIF4DYLpnkiECfGzLoyc4oM37dhxTb8N6WXm8lXjmLxS+tNjyM6Lfr1ohB/7hBzps3GtjXY/mSUXbhnxbHVJ3ISBSKPTggJ9fr+Rqc49p9kzrIaaSA6fgET7002OJb6pHisc5vJcyiQ5BoQz81s4smszCYETNedHog5QjIyU6aPYMGbq1GFO1yfhFKIJa2waeGHoEtLiZbZhXo9+LqCnDSgsgULX1WEJ/G12P0cjN13qgY71h7F5lCwRR5c4qKd2aKE+PzTnyHi4olxASH812zxJNEPTtPg5yZJYsR3iPiOTYn4Tum2cP9r6lfx0j0v8Ys//pzZ2THfybBAEVl4El4NxoWSiH8g2iGjkWPvxxDXJN54fh6pcibnpF1HX8dI0/M6FmaTUIZ6k+qOTEKZQQ2pDB7flyM7yjt2nA5ORonlZpNRYn2yBTrTPkWbEvgPyewzq+8KJAsq3u6+Jv2IfXVkMqpwXB9SMt3sXHIgYT9Ge09uMupEkMh3b39Z6/SB2YTUyUxGJWprnGSKbad5XAwZ24eaRXvatzM6WSWQJYTENXq9CanUwlcE1sTUKcDsW6fy+b9Wd7cZZyRGpJzLiJRz8anxP7xPJ+z6fG93m2ChC9Ha4GX1vG3dbYaFLkRKmot9O0u624zTHlbKYwunChm5aYycMZjN71nP3uOFJElMTrsiKXvjdMDGT9v/MWvhzEbpnsruNsFCF8PmUCjebyUHag+W79QxWBNTnQidtdAiKD/8IYlVH+6m0a9Gaep+Ib2jPtHiS0DT1lf4vGqMJWVc4YvQHkU5W5SRIawuSvFftShxS7HF1n90GrrbQEeP7eeMMKXSbPpKHZG/WpSqDsYVPp0RJpC98AnnqTOmxNVNg6RKZ3wITCJZa18WpLNL3DaRZSL0qTOqDEykePaSeO76kIm2BVSYdtNEFj25PHqe4iqL34TBY8bKMaz4CA10dpQo5RNX2GyRXsWV2aCxQVz/eveiHeLhY6vJsTKzFSnFsEoasTPBUodssqJq9n2L7ZLR8qN1Cc4j1qdQZmKbzYQVB7HrMjUrhaGT+rH+492m/ZitOIl9upT4a1Bk7+n3uU9gBIjXctKVK51woJmv75mNfew50v54G/uJbeuMSvHZ4w0aLmIA/AK1LJBk/TEmpTGXIYciUr6A5BfqdXmfuXxPZzyJLCizS1SSYteRrIkUN3t8mQmcJq9TTdMSrkZasPBVRwAVNDX6/NIMgXNl2sqaYP1RWiL0J6/IJDZhsxif/fqzJFZm8J1U/TjC/h28V5PLzcyfqbpfob/TY74T2AUWtGLC8DnZnx/JWFCm+yTZxYwllSyBotnYzf7ORN5/bFm7xzRjGsfqhOOb+HiJ6vVXsJlUT6w3Y0cZfcl4W+Qk9WZIylJOcnma+T5iv8mZSkL9Sb62RNlewVm5IMGhTaUmdpr4NgmO3VGm1PHI97ry9ZzMh+sKJDrKycj2ksoH0dAkQDqWza5FbOoYq91gm6Srgc4UzpqFzoI1MXUKUDgmn/KDNd1tRqdgdd0q1jasAmIv2PpgU/Tvnw48Gm07xXMu52ROP7aLHolFTy7vbhMsdCF8rQGKtsdLDSz0HOTkZyaVo1gAVZNQO3mVrrP7s9BzMHBMPrVFtd1tRqdgWe0qlteuRo78YBN9p//dF/OdVE3inMxzmfYV8Z/0SSkLPRP15Y2EzHT+FnoMCgZmU3LAYky1B8t36hisialTgIbKZmwOBUxixpxpuPaea3jlnpfiynNzc6moqDCUvf2PeZS8+tWg8F5w9/ksfmpFd5thoYvgcNvx9E6luri+u02x0EWormjAZrMiGySDpkpoauc6Q53dn4Weg+b6tu42odPwjbuu4fm7jf6Tme8E8PaT8yj7ivhPV98/k/f+Zk1O9VSkZrrxtwVorGntblMsdBGO7K2krdnX3Wac1rB8p47BmpjqBDhkGbssRyUrYtDigAZ1jW20hkLYIkoTceFAp5YbM64IMpYItb1Ni+kDzaRrdi32g8omx/+4MstcJ0rcxODmKRGOsihh02vnPzmfX/zxvyNlYTsagk1UVFSQl5eHxxbLCjDJcy5TI5lm9IDu4nmayRfF7ILieermi0olvd4sqxfEpFLGwNZC28jpi0HeXdGse8SVieXHZrhbO2c1TiVGmfYLkkWz4JFmjxJRBaUIO+kSPYMczURiJ9qsyy3D+0lx+9ijfYrBYAXasYm8UCTz6leOQTGoH0dodyLBMkVJojF1dHzb6LESMI1j2e4EiaccXy+OnRlpRrHJBH1BQ5lBsmCyk5kcA2LXpZjxUIqUifI+n/B9ROWeonzP5F4QA4mb2WImFUgUjP5EIMoX7dEvV4ywH/mjmd/n0YyiJvI9iEn4fHhj9ZEMeqrQThbEerIWnwVFzNqnY9rMMRzcXUZTrc8g9dMlw0Hi91ENdppnTjydY7tYsNCdCKgqSGo0c6fd5FnR1OSlLRIXwJCIpIPRjhNlFdNlLMcTNFmOSlPa12YZgzfHGsx7cj4/+8N/J/WdNA2mZpzL1MzpSZ8e+pAYzlOUEtKx8+ysgObHk1VPxyf/XBULRJ5A7Barb78vs0DnYuZEc1meufTSzD8wy9SbTMqXzOZkr2CzEBDJgoInkrjqSJbsJllmSv0aT3x/CXYqMn5/yNQHNPaZ2F6zdiISJRk52aDoZjhZeb5kcs+eKpxI1j3D/iZSPRWNC745jvefX31M2/gMfObJauLrZSv8+VcW1sTUKUBKupPefTOoP9LQ3aacNM7Nms6sSPYYffJDp6Bn2NL5yaAHom1bg/H791RMuH48m9/dSqAlPrW8hTMffm+AlsaetzJhIYYlH25J+qPKQtiZ7myH2grDZSER8gp7UbyjgoD3zHcozsuaznlZ00mNxOf8H8F3+vngmO/UfOaf6nHh4tum8vHTq7rbDAtdhLYGL/42yzfuyXj3mZWEQme+KqgrYflOHUOyOIUWOgFFO8qpLWvsbjMsdCH2LtmPaj2UeyyyCjz0yvckb2jhjMVN/3EBTnc8u8qCBQvdh+3LDxL0x7MVLfQcbPxkd/JGFs5Y5A/LwZXq7G4zLHQhbr7/wu42wUIPgcWY6gTYZQmHLEUzePm0mBOlqRp9+nnILvCw4dO94faC3EZfoQ8I8j2/sH8gwmf3IUr5Ym1tEbqjIswx6rRIhxwrswlUAF1uI0qaRAmRM8KgFCVV4qSsL3L45qAuEQv/DWkStYLEWJTl6dI3v6FMkPKF9Aw65hKfKC3YRMYoyodsJpQHkZIsUqHtcrxkMZqFJQFlOhG1u2BYb0pavIQiDrSBBn2M7O/Y/c2OY0ajTkTm0GVqWoLzVE3OSW8qStySUbslsX85/jj6pihJ9ImSRhPqtyEbTvzhj8kmp8WVhUx42mKWRV0WoCXI9hiTZprX60eqOlSLLMsokpSAyi/KIE98CcN4fcZORFbj74+Qyb0gDpdBnmBy9SQzM1mGoIDJ2JteQ8K2EpV7mmtEdZq5mIlPlNDp27p8DyBAfFwDkQYuJaGE62Pz1r+WoGlawuxVsuEZG5EcCpLANs0X11ZFI0jPoj+odEEAz5POOWbhTISKRgjNkIUzWhd5Fgye3I/yAzUU765EEa67aAbN47h2TkRWm6x/UdqiZyIWfRIxK68clTIbfScNiRbhMSHOw+nvuESWd1SqdKoy7CU9jsl4Djy7D9VFdSZt2+8/WdY98wx6ghw0eg3FoJhI/cX+be34PoY+E0j9zPZJBrOv2CycQyIpn/5eNvNrE8n3osPUCYyMA+uL40IhHGtHokMdj2yvvX0M+yeTKbZf3SU4kQx+yXzNjmTT60hZsvEGeOXRLzp0zGifkvko69mVVcGH6imwfKeOwWJMnQIc2FrK2oXWilBPRkt1C1Iyj8zCGYvBE/oyYEx+d5thoQvx/fsv624TLFiwcAxWL9hB8e6vRhDwryqaqq2g2D0ZE742gvTeqd1thoUuxHcsxpSFToLFmOoEaJF/OuvJKwQqD6KSnpnCRd8cz/vPhQPD2TSBMRWZ7RRnywNisN/Iaru46i7ONMta/NyizpRyCowLxYRFkghmjBCRBaMHMm8JhAvPTpvGa4+/w6iUaTT4zWfB9RUMkfEhBkLXgx6LzDGz1R8xuLN+niLbSzFZwkt0tu2txpmtgAHYZZ25InxfKoQCITRVi7a1iatpJitwIltNP2aiYJNmK1um7RKU690G1fiykMmqm1gvQhwHvd50pTLBeZgt7oh96le9eB6SsJPZ6qhiMiiGwNXo35e5TbHrUrDDcMzw3/1rDkftjd0fwnUnxuxV9VVw8z6jgfMF281WvoxB2sNtxZV08VLXd5cM16os1EeCVJqsiIrnbrYaLUJkSYVM+tRMxjGYJNi9GcTnociO0hEUGKShyLaUYJ1Fi15ZwvNQSBbhwA7Aorc249TCcgNxlU5/9hp4VxHzRPZqQIqPoaFqqsHWngBNk9A6edWvs/uzcGYgpKlIqNHEAYbEGJH7dei4vmTnpbP+s72G1WFZi3/hnGyMODN2lCpShbV4ZqpJteFd6xUD+0Ya+CPtJnrO5a0n5jEx/VzahGd7wIRtHkzA6k2GZAHMdRxPIHNzBlDH/ErjPmGE/EHToOHG/ROzoxIxr08kuLm4bcaOao9FJZYrUrwfIeJ4WAH65aSaXGvh8nifI2jiEBouGzm+3ck+hQ2B0AUW16q3tkTKTHwGk34SXd/tMXdOliV1sjjZIOsnywxKtvfJBmzXYWanza7w0atr29lHNd1ur6wnwvKdOgaLMXUK0FTfykevrutuM7oM49Ons/35CsamndvdpnQb3BluXBnu7jbDQhdhzAVDGTiuT3ebYaELMeG8od1tggULFo7B/i0lbF1+sLvN6BJM9kzn8CuVTI5kL/6qoleBB7vLWifvqZj1vcmkZVn+cU+FO9XB8PH9utsMCz0E1sTUKcK1P/hqOx49HdUHq2itaeluMyx0EXavKuLI9vLuNsNCF8HhsnNot/X9dgSaFo6T0JmfnrjqZ6FzkJ6Vwszrzu5uMyx0IfatO2IFuO/BWD13C811bd1thoUugsNl58heS26dDJbv1DFYSxSdgOZgCLsUoi0i4Wsh9gDWg+MuWriRVimso7drscxP9shX4EzyVYiBdxHke4oe/FzQi+kSHiXJtKNIPRWp422RoOYBgV0p0n1bI9qfNkHfpwd+NwtGDeZU5oAQ8FSX8AU1kfIZ60s/P7vQjyuil3MJJ2ozSKoSHxti1FezIJLHBjeP2RH+K4l0Vlmi7+gCfE1eDm8ujbND/GbNqONmSBY40y7QxAOR+oDwgDIL4G0W5NJ4DcS225XqCTAL2K4ahyZmhxmdPQHFPrqPyfHNzi0RogFyxYDpBrmI/tf8utXlCaNnDKKyqJaKAzXRvhLR5nW6eijB/aUnABDlBWYqSKM0wiQgpYksz2YIeB5DTCYpyEGiNonPDmGnyDkZafeClE81NIuDfs5mCQ3UBEHc9aDnwQS9hkxkcUpEipdIyqcHPxfle25c0e00yYlTsZMmu0iXwqu6fi0mH/RFvgcxCLumS4+E41h09JPr08JXD6FwONjo/W4T7mG9rK6umR1fFhHSVKOUT0/4IPSXLFB5snpdtie204wP5UiZ+A4xebcYHgViX+F6v4kZZjIosU/RjGTBiDu64nyyUr0TCeptts/4i89iy8LdNNUYY00l8z+i/lgCCXpHg5snkvKZ1cfkfVq7+5hJCsPl8d+dmW8jQr/uDdeIUG8mqxdjnsomIQui/YghAYjfTnTM48G0689m9dwttLUG4o5jsCUq/2v/+u5M2V5Hz+lEpHCJ5HknoqrrcED0Tgp4Dh34HiL1mhT+qGhR3yiZLcntVA1/ewIs36ljsBhTpwjDRvftbhMsdCEOrzpI+bbS7jbDQhfh6K4K6kobu9sMC12ErNx0K3mBBQunKQaNLuhuEyx0IZa/tjFuUspCz8GeVUUEvD0rO62FGAoGZBEMWoxHC50Da2LqFKGqvAFXiiN5QwtnJPpO6M+AqQO72wwLXYTe/bNwpVr3b09FQ3Uz5UW13W3GGQG1iz7Hg0WLFnH77bczYsQIUlNT6du3L1dffTUbNmwwtLv11luRJCnuM2LECNN+n3jiCUaMGIHT6WTQoEH8/ve/JxDoWcHrz0Q0N1gyoJ6MqdeMIbtfRnebYaGL0G9kXnebYKELUXygmgYrlElSWL5Tx2BJ+ToBdaE2bJIaler58Ebr9IxSdc11+DQvPvzHZHkJ/7ElmCPUpXr2BF+VXa8XpHw65TSkmjMApOjxY/VihjyzbB4G6U1k0yvs4w2FInXJKLjCcbT2bymRTq+fn1imS6GcQrosUR4VipxnIpOiGWGEesVEymfM2KbbI9gpaVRtOQKSeVZAETopw26SxSVRdjTFjOadhG5uPGZ4R5dQr8v2VIEGKiZ41K8Bs2wzon2izfo+hoyD4thGxsYg7zOxN9E46Jti4kezjIWJssSZQW8ryhTsJlR/NRAi5AuiSJIgUROOYyJxM2bii5ezGa7vyAkkyvSndxUy3Iex7WRcHz0znpn8T6Soi8+MQAflIgbJoMmAm1G2xZKQ8BzQTMZG0WLPPkUKy/bsJq9jMUOpKH22RZ6Rx8r3dKQqNiacP5TK4noCdb7wcYRxkCL3iE/IjKofS0kkOYw89504UE4y246FeDz99NPU1NTwox/9iFGjRlFVVcWjjz7KtGnTWLhwIRdeGEtd7Xa7WbRokWF/tzs+EO8f/vAHHnzwQX7xi19w6aWXsm7dOn7zm99QUlLCM8880+Xn9FWEihb9gFHCK/pETU1tBFENGY11CbCYdc7seS8+G8VnkS75MpPtiT6aWB/d3yCfELVOuo5LeN4LRIKozCvJA9ssa1ky3+pEMhIa36/tS/XMujfNNpfEELPa9fO3o8jxPoxZtj0z2V4iyd+JZN2zmdbHy/ZEH1Ay7K8Z2oVt10zbdhT6Ozoo+mtCvV5u8J3E7ML6pslvggQ/E2K+kcl3ED6+fszkPn9zfZtp5mHxOOE+TfwHk91OTAp3YuisbHbHd8zEdYnG0byfU2P77KvP5rO5GzvUVswqHy0TwiTo0j3FmAfZQifhTPCdrImpU4TUdBcF/bM5tLesu02x0AXIGZFHak46Oxcf6G5TLHQBAt4AqlmABgs9Aps/33fS6Zq/Kjgd4iQ8+eST5ObmGsouv/xyhg4dyh//+EeDcyXLMtOmTWu3v5qaGh5++GHuvPNO/vjHPwIwe/ZsAoEAv/nNb/jxj3/MqFGjjstGC52HvP5ZFO+rwtfo725TLHQBxl02nKpDNZTvq+5uUyx0AXwt1n3bk/HBC2sIhU506u+rA8t36hisialOQJvUhiKFokwpfbUcQI3MBO/ddQQ1IKFKqmGpIxhZhfcLs8PiSqHOiDKyh2JtXbIe/FxY4Y9sJ3pMRAMhiiwPYVXPbAXELBi4GOhc30cMaB4yCWSeKJieEjlnMYi7YhLo1C4sh5mxTES2i1MfhyS/N8UVNu2Yv8fuH9L0FTpx5RXqimpormwyZRKZr+DFGjhkk32E4+uBzs2Cl4vlTnGV1sRm8XqI7iMuSgjXgP41iMcUVxKdis4aihX6QvG2mQ29eC2ZPVL9CS5c08D0Zg1NOhWLkgWeF+v1a6xgSG9qj9QhS7Hz8wuDrBmYgPrYiIwpkRUUb1MowgSwide3cHZ6/4bg5cQPtHjrhqT2L3y9f4dwwobVy8h/xDLx/tNtFa+RgMl3J2nieYT/iivI4nNCvwTF552TmITSFglg7jNZTROTSqgG5oUS6Sf2utOfm/o5XXTrFFa8uy2aOcgmPIdkLZ5ZIUf6EssCAqNKt9OJDQUr9kJn41jHCiAtLY1Ro0ZRXFx83P198skneL1ebrvtNkP5bbfdxq9//Wvmz59vTUx1AXS2VCyZgGyo07F5xX5aW3wG/0G/90RWrhn7Q7xHDewp/WEkxbc1BHwW2VP6u9TAehd9r6jxQpnwntDLjuPHREdZJInQXiDz42FEmTGhOsqigvaZQgfXHYag2j5jqh121MkGNzdjSYfL49lPdhNGlM2EUSX6eGbjLJu8n9UE10WMNRcrE3IPRZn+xoQr4vtK34i/WRIFP9fPw8huNjWvXZsB8of25uDGo6YJh8Tr+0TYUSc7HXIyrKLEwepNWOImbU8kULmhz5Psy5zN3rF2Ir5z/4W89Mjn7Rz7+L8lnUWlWf5Tp+JM8J2sGFOnCHl9sjjvwrHdbYaFLoIrM4XsofE3vIWegf3rjhDwWcE7eyoWvbjeSmfdQaganZ7yWHfwGxsbDR+fz9dhuxoaGti4cSOjR482lLe1tZGfn4+iKPTr1497772X2lpjPLHt27cDMHas8R1dUFBA7969o/UWugcjJg1g8Oj87jbDQhchZ2AvMvLSu9sMC12EXcsPdrcJFroQLz/6RXebcEbA8p06Bmti6hRh/+4SvvhwQ/KGFs5I+Ju8eK0ArT0W064fZ2Vt68G46r7zu9sEC0D//v3JyMiIfv70pz91eN977rmHlpYWfv3rX0fLxo0bxyOPPMLLL7/MJ598wq233sqcOXM477zzaG5ujrarqanB6XSSmpoa12+vXr2oqak5uROzcFJYs3AX+7daWW97KhormvFbWdt6LKbfOL67TbDQhfjuTy7qbhO+8uhJvpMl5etiyBEZSUqqkxu/exGv/vNznJpTqDeTiZhI2EzkewBu2/HPLcakeLEykWipy45E6qnZcYwStfB/AgkYnzo9VKSE2gU5ji7hE4O4ixI9pyzH2aHL0FyCqscYCD381yiZit8W6bh69zYDnTu2bTY1oWqgIoEsR8ckkVxMp4Y7TKjj9gTUb0dkH7FelNDpskKnoc/4tj6Bs20WxF08ZzHIpg63EuszJSrli5W1RowWKeSGAJ1J2Lx6W3FszC6nRDJL830i9H8DbT5efhgUg5Mb6PDh/7z/xIpomd5WpICL++j3bCgB/dks+LleZqDKq+0PmGxyNZrJ+8S24j2lX2MG20XJQTQ4sCaUxdthkGaaTN4pmnjdhfsSvw4xoLF+qETU8ZC+liIqEvTrH7vpPrpMWHyGilCBFe9sNZQlC1Br9h2Kx9eP6ZJtBLSeRUXvyjgJxcXFeDyeaLnT6Uy0iwEPPvggr776Kk888QSTJk2Klt9///2GdpdccgkTJkzg+uuv59///rehXmrnS2+vzkLXQHwGDBqVT59B2az+cKdQHw9RqRQLaRAv/4PYW8AQTFiKb2eGRFI/3Sjx9hCDikfVg0lk1seD9qR6idpJJmWiVM+s3tC/iYTu2LpEMJMEOuwykiShyJKpVE88llHeZ7QXkgc3N0r19DLBLzXZX/S9dNmePYG/pUSlfuI+sbYd/e7FZ6x+rYt+X9Dgz4X7DGjx36Gh3BDPQZfqm/treveSwY8Q6pOdgIAP/77sOFonlu+1d8yuCvR9PLLZDveZROpnKrvTE9gk6TvZOHRUvpfQjmPCSSiKzMevrUuwvxV3SoTlO3UMFmPqFKG1xcc7Lx3fw9nCmQNN1UjNSetuMyx0Ea768czuNsFCF2Lk9IHdbcIZgzAdvfM/AB6Px/DpiHP1+9//nocffpg//OEP3HvvvUnbX3vttaSmprJmzZpoWXZ2Nl6vl9bW1rj2tbW19OrVq+MDZKHTcWhnOesX7e1uMyx0ESRZJrVXSnebYaGLcOWPLP+pp8LhtjNy0oDuNuOMgOU7dQzWxNQpxPW3zu5uEyx0EUL+IDX7KrvbDAtdhA8FxpSFngXFrlB2wJJqnYn4/e9/z0MPPcRDDz3Er371qw7vp2kashxzf/T4CNu2bTO0Ky8vp7q6mjFjxnSOwRZOCO40JxffMLG7zbDQRWipa6X2aH13m2Ghi/DxPyz/qafC6bJTtLu8u82wcJw4nX0nS8rXCXBrbmw4USLD6SMWdEzMKLD6810o2E3lHyKBWczKJ5lkIhGplO1lyTBSjU3odALv3ShyCe/oF7R+bYIOS+9LEXjWutROlHYZKaUROY14noJszxmRJzqElCoi5doROVaKwInWt1OEq1iU9dlMstmJMjM9+5tI1TXL0iJmuzOjsEsSyAqMuHgEG1/+Mnwc4ZgiVdqlU8PFsTfJ4iJSx/UMeGK9IeOKpPetCmVi24gM0qDyipfdiVI/vVz8BlMEKZ8+tmK9S04sGQTwRsoTXbMhE4qrmOXNLCufvp1IchDLeGhuk1mOPFHWpx//irvP5YNjJqfEe8pMUSur5vP+NhO5mi5hNd7b8QNlkP+J2Z46SDcXHwP6s8VIIY+HeH/4hcHT7xEzaQbExkc2DIN+3ZnLa/yqnp1LlEnGtnWJqfi8DJlYrQh3qC7hE78vsf+gphFUNUNGUTGLot6/mHVPh/isFo+pn5OqaUapUA/A6ZDyGOB///d/eeihh/jNb37D7373uw7v9/bbb9Pa2mpIg3z55Zfjcrl44YUXOOecc6LlL7zwApIkcc011xy3fRaSQ8/KF5PGivdy7GXe1uxj25pDHepPh/6KlRLc9/o9anblGfuJf+Ymk/oZpd3Cs0y3JYE8SkdyOZzJPmIIiA7K9gwy7KSyOXOZWHs2GerbqcvMTqFgRC7bF+4xleqJMJPtmWU+FrfN5Hvh8nhZnuh76eXGMs3w99h6Mymf6I9JJmVmUA0+i2T4CxASBkqX6gkuoGG8Y6YK17Kqn0+snSb6W5J+nFhZsmvE8HUJp3fZXdMNk1OJMvHpr8pEArCOyvW6Qn5nepxkWfOSyPOSZhwUf08lOb7Z2CTM4hzts/192ivTIcsSkoyQWbWD39FXUOZn+U4dgzUxdQoxZEQfivZaM8s9EWpQZcfc9d1thoUuwpr3rKxcPRUZvVOREwWFs3Ba4tFHH+W3v/0tl19+OVdeeaWBWg4wbdo0Dh8+zM0338xNN93E0KFDkSSJpUuX8thjjzF69Gh+8IMfRNv36tWL3/zmNzz44IP06tWLSy+9lHXr1vHQQw/xgx/84LjTHVvofAwckc/RvVXdbYaFLkBtcT11JQ3dbYaFLsI6y3/qscjrl0VjfXPyhhZOC5wJvpM1MdUJ8Mgu7JITvxpmP7VosSC4IYEx1VDaSnZaBr6m2Mq7HgBcXNUTA4CbrbaLRQGTAMk2PeinYSY1foXCGGA7fjVMZKsY2Bv6psmEt7iSqAjnoV9odllkScW2UyKUE5fAiBJXfByRH45iYGydKZVqi9lmWBkzI4nJ4ipW5DSEcdJXsQzHUeK/A8NqWOTv2NvOZ/0zy8P/EZaZgiYMNzFMs96XyMxyyPGDK64Ciat1OlMqwxGI2wfAG1Li9ldMVuvE1TidZeUXWD+SyTmLdupsltZQbKXbGxKu5WC4XgyCLpkssYmMJnEVOGCywqcjUbB6vSvjtSxsR1lc4oqmcD1EykdMLaS2uEFvEK5LMJehFxsZVUKAUU23KX41S0nA3NLrE61F6fXi80JkJMaYfvH3V8Jzj/z1a+L1K25HnjMGplAMOvlRHAfFZKXeEJA98rhMtOLpVcMNFCFgekeDiydiLlXXNNHi9Uf7BggJS8f+yDNcXOGTI2eaKGlFMNI2qKkEtZ6VbUpFCid76OQ+jwcffPABAJ988gmffPJJXL2maXg8HvLy8vjrX/9KRUUFoVCIwsJC7rvvPn71q1/FZZH59a9/TXp6Ok8++SSPPPII+fn5/OIXvzBkqrFw6nDsyntLs/cYxpPeDqEs/joSmQRmgVjFo+jPiEQsUDPbzBhVxgOIzwgTNkI0yYRoc2xbMnnfmLGjRIs7yo5STNqJ5ccyw836j9l0/ND78eSnMfS8wWx8Z0vSPs3YUckYU2YMdYj5iHaD7xXPhDKwo0yS0dgFP0ivVyTxfSGckwmT3wziOzDGmBLeewIzXYn4aYqB1SYcVVcHCMfU9N8JBraXeC3rZcSVhW0hch4isyueGQYwZHJ/qovrORGYMoGOgxHVUQZPZyIZE8qs3owl3p0sqUTlhuOjUlJURSDQeT6OGrlvZM3E0T/DYflOHYM1MXUK0drkRTtVHFMLpxzbnl3GiblnFk53VFvxL3osRk4tpLm+jZqqpu42xUIHsWTJkqRtsrKymDdv3nH1e99993HfffedoFUWuhJN9fHBVS30DDSWN8VNSlnoGVBsMlVH6rrbDAtdhBlXjmXFR9toFULYWDh9cSb4Tj1vSvI0hjvVSZ+B2d1thoUuwtgfWJlHeiqkZMubFs5YbFl6gINbS7vbjDMGmtY1HwsW2kNO30w8WVbmtp4Il8fFtO9O7m4zLHQRTiRlvIUzAx+9+iUNtdaiQUdg+U4dg8WY6gQ4JBm7LMeCaQrUbb8g4yjZW00oqJoGN1cSMG3kKM07Xg4DiSihYQSTsLPEl0VIaKvTccW+zSjyZoGazQI6Q0zKlCJEibYJx9cDmbsE3rAYUDoa4FsIbq5L+FxCu2TvP4dAW7ZFzkmkw+pjZ08QiDwW2DLWpy1C3T76wfqoHE8ceTEYePQ4QgP98GIrkTpuFhRcDHTuVMLbDjkmRVIM1PRQfJkSLnPYYtdnSJDttQUistRA7BERMkgSjP2AKBkU5WixbXfE5qAo3TL5vkSpnc+Elh8UpRORtiL93ilcD6Ho2Ar3pKD9cESvJ6FPQyaAcHl+Pw9HI7x/PSeAQVohyhyOPSGMtHtdwifuo8sbxetClI6JgbnNYEbpDon3YlR6JlxXJlHoRRmk/s0aA4XH7NApxGpIvD+E+1eT4sr0MZMNZcJ3p8QnURDNdETOw0zmKMIg74vYrAnfsXg9XPydiaz7fA9V5Q2mfWrEj300uLnQLiDItn0EovVBayXRgoWTxtaVB2lt8na4fSyg+sn9KDaT7SXyM6Lv8gT1ZmEUzGC2f7Lg5jaTcAwgSqqFssgBbAneYWZBw+UE22bHPF5oLV72LNxlCKFwLNqTLCayU0/SIp6n6FeaSfWcJrI9MWRBbB9Rvte+lM8sEHoyXzUk+AyxZDXm71q9/0QJV8y8Er0nUQpkDEoeLwENmVwj4vtZPIr+NrQ5baRluRPYZZ58JVGQc7OfNB2V6nXHD3ij7K79+o4GOjf+Xum4LE//bo9nH3MpoNEfuuUnFzPnkU+Ffdr3VbtDWmnhzILFmDqFyMpJZ/rlVhDVnoqC84d3twkWugiHNh7tbhMsdBE+fXUDteWWjK+jUDWpSz4WLLSHYeP6cta4ft1thoUugKTIDJ05pLvNsNAFCPqCHNlhJX3qqXjp0c+724QzBpbv1DFYjKlOQKsaxKYppnUOKTbE5QdrKT9Ya9rOGHgynhFlFkAYzJlK+mbilKvHNDwGZjPa4qqjWSDl6B6S+T56oHMxyHqqQM/QV8pERpTI3tD3cgr17si2W45ncYAx4HXMjvjVsKAJe0mEYmB0aHFl+ipO476yaJ+GAN4m079mK47ioUWGTZRlEr9LxJbwidqV2AnbhDFR7OHtFGcsOHpqWpjFoTiE4OVeIT13W5gx5WpzRsu8wdi1rET6Fxk4+piID0rxK7BFroFERD6dkWUI6mlY+tXbCSwVVWeuxGCWvlhOEOBTv4Zc5rdv9Hs856rRLH1mVeSY4TJj2un4fcTztInB1wPx14i+EmpkConb7afiDZnc7YpJ8Eiz4KSGNOBaPKNRHC8xvL7O4hKZdIZnV+TCV0yZWZLptr5lCFBv2D3cpyYwt5TI8YNJWGXGZ2Rs+1s/mc3rf12ccD89iKz4slQiF6NZwHMAf2SkQlKIEP527bJg4asKDRUNVVhljz1/jn0kr1+8Nyn7yRgcvWNtO5VRlYRZfiLHirFMY2ViLzpTyizoN4ASqbcbyuLbmb3PDK9fE1bS8SjcTdkuUdqOSv3B6g4xpszKFMP7nbhtY6DyWL0ZY0pkR+n+osiI0uudijljSve9FDkZY6p95ojIYNffsTahTBESyygdDKiuIfYZ/msIaG7Kbo7Vm7HVkl0CadmpDD93IGve2ZqkpTk6ypLqbknT8dhklqymPZZUuK/EjCex3Cy4eaL9OhLcPNk+37v/Yl7468IEx4yw1aVkvln79Ra+WrAYU6cQNrvCjffN6m4zLHQRHJ7EdGULZzZWzFmTvJGFMxJfzN3U3SacUdAimWU686Od5OSAhZ6P/kNzmHX12d1thoUugivD8p96Ihoqmlj33vbuNsNCF0CSJD55c113m3HGwPKdOgZrYuoUIhgI8f5zq7vbDAtdBMXt6G4TLHQBZEVixh3ndrcZFroIZ08f3N0mnFGwAnha6A4U76/iy892d7cZFroIDre9u02w0AXIHdiLiVdaIUx6IuwOhdGTB3a3GWcMLN+pY+iwlG/w4MG8++67jBs3rivtOSPh14KoAvHcLmwrgo5LRuLr3z+Ht59a3m5/Brq3yWSoGAhZvygN9EqdgptAexoyuZKNwZvbD/BpRkfXJTxiEHdF4AA7IpxqMbi5W+Dq6xI9kcptRusWpXi6hM+liJIn0Sbd3hhSbPGUbBFmgcYNNOx4kwhFzrntSHWUEi7Sj0V3S2on8J94ZHEWXKf7isHLXULQcf08AgK1W5TyOe3hAOdOV0yIZXNF6OZ2kSoc69MVKTYEpg7ES/lsAp3dF6l3+IR+/LGz90do6HqQdACfCV1dEuUcJteqSC2Pyf/imgHQFunfIAkUxlG/buUEtPqwVFBj3bMrSY2cvjdyekY5RWxbZy2Ll5Jon35tiAkHfGq4U2NwceG6jlCdRblY8gDd8Y6+GTVcEcbbMNxSfJlYrcsLhTDjiAIcXTpiFsjcYXhOiDbrhsZf/2K9Ich65Blr+AaF/7QnTZYkibKimojlQlIKk32Cwrbep/h9hISRCEnh7QA+S8pnwfKfOgEOp41Lb5rE+893/eKe4Zlj4giJz0QzPylZfTIY5VP6ezEGMdC5zVSWFy+HN0jYIts2Kb4svK3F9WmQ8pnYLJm8L0TEAlvHlwE0H6k2+HJgLm8yk5OJ9hjHIf48RFmfw0Sq5zSR9TlN/C2xzGYi67Mp5slopKjszkRGJTgNmrCtB0IPCr6TLAnbxpdwpK/4fkMmSXXEUBZm37cx0U9sOxTS7YiVGX5HRLYri2qpLDIPYXK86KhcrrsDbB9PoHMznEigczMJn+GYHZTyaQl8TDM4Umwc2G3MaCzK8pJJ+CxYMEOHGVNFRUX4fFZ2oZPF+i/2drcJFroIvScNOr6gCxbOCDhSHUz93tTuNsNCF0CSJSuV9XHCCuB5/LD8p5OH3xdky8qD3W2GhS7CgGmDutsEC12AviNyGX+ZlRioJ0KSJGTrN0+HYflOHYMl5TvF6D8sx/oh1ENR/NHmxJG9LZyxCPqCbF9gxUjoicjsnYrNkSDyvQULFk4rFA7P7W4TLHQRdry7ubtNsNAFqD5Sz55VRd1thoUuQF6/LFTrN4+FToaVla8TIEX+6XIbkf4o/uRRJJnasiYyMlJorm8DzDMtqCYZxAxyGmE70F4mKmH+y0ifjlCJhQZ2QXKomMyAGyilWny7qGzOQAUWpHyRCpvJPhCjlIt0cpFSrVOIRRq2Tvt2CTRqs2ek2E+6PSZn0+VwISETmb6/SKMOCtuBiDRMLNOPPuDrEzj4wSaCLT7DeRgzwsUbGM2oIpSFDMePPyexT5ctFLE5vp0ITZRH6TRs4QIVt+3ucAObK8YRd/piYiZJp8gLWf3cgfDYutpiY5zujz1iWn3hGFzNgryvKRDbjkr8EnyfsWskVq9/H+Jd0BqMjWQgMiiamG1GaCvJ8YMmykF9GjjcDgom9mf3Z3sMNhlkbQKVXi8X5Xt+4URMktRF9zkeCroZ5Vq8p5P1pcuMxbvduM/xT6CLe+gSPvGSlyLXoE28J8yeN8K2OHZ69kLRTv2ZoorphcRvuZ1nZEujl6N7qpCRDGNnkGDrkgdhvAORrHsibV2X7wH4pMjzHZWQQQR45kPrgoCbPTGAp4XjR7KsdW0t7ctiTzbDXndAf9IYs8nG+0lm8j2xXpTvOUxke2JZLHRC7DkqZu3TJXD2hNnuEr9bjGEIYuX6k1L0bcR34fjvncPGZ5YZMisn82liGaLN7bRFs+7Fl4XLI7K8RFn5Ij6iaZko77PFy/pEeZ+YoU9WOiZvUoXQDHqGPjNJoHE75m+JPmxUyif6lSZjEzBk2NVlkLGyZDJKo+w1vH/v/pm40hwc2lhiGkbEDMnmOk5EvneisXg6yiM4IZsStG0vA18i+V6ytslke+b7tH+tlh6pRtW0pPI9sz41TPSnhn1Uw9+eAMt36hiOa2Lq0UcfJS8vL2k7SZL4+9//fsJG9WS0NHpRQz3nRrMQw6G3VhNUe95DorPhDQWo9DXjUmw4payoMxPUZ8sk0bnSCKEiIUVjCenlNYFmmoNBetnTcSpdF3heDalUH6zpsv4tdB+GTehHMBSitqKpu02x0MNh+U8nj4aalu42wUIXYeMzy7rbhDMCTQEfVb42XJKbbIcbSZLQNI2gphLUZIOfpGoaqqYS0iTDYktIU6nyNRJCJVXJwC53HUehrclLW6O3y/q30H0477IxbFi+l+aGtu42xUIPwnE9jebOnduhdl81x8qGjA3ZlDFlXMOXSE114hyczb4tJYY+QiIDIEGw4Wif4sqaFr+/XnY87AkRisncSkjoS1+dEtvpjKhEjCl9VcYsACfEVvASTevoq1wpwmpTui1+NcuMneQU9nHbYuwFfcXLLAhlSJhg8gZjt0lLZDsUjL91+l81ifJV+/BWN5muyok2ibpguZ2ycEV4oAwrU8K2vhoXUsXSGPSVMwNrLhBhGomrek5hHHUikzCHGjCwqyJsGPFidUZYO3ZhddEfG+/Sqjoe2r6azyuKY/Wyja/ljqLE28C6+sMAjPcM4A8jbqA+0MpPd75Oma8emyTz7b7n8P3+05lftoH55Vs46q2L9nN2eiG39JvFiLR+pmOgJtjWT0m8lkWmkwZINhnFZScYKdf/BkQmkMkxg8KyX9BkLjrZPRkSLA2aPlsElmO7PcVW4ESnVd82rtTF9gnqjCdD4FjB6U1ifyyAp8g4DJ+HLNhu9swQx84vLKv71cSrccakEMLYox8znhG1Y3URkhSukwysOmHV3uTbDUhhxpTOjAIIEWMKBvBF+lEM5T0Bqtb5iuWvghrA8p8SQ+5gVIneBR6qStOpq0w+kZyMPdVevVnA886EWTgH8Tlotp0oELkzykaPlbmEF4LOlBIDi+v1bsE3cRiSq4TL7QZGVWxb90/i+TFGP0Zk6ARMWDsBwc8aeccstj+7LPreObat2TMixtoR2UOxep1lncgf05lSZowosVwsc+p+p+hLmjCmFCHRjiL4WbLSsYeduIAdDMqsq6ngoa3r2FRfGS3v7XBzdd+zWFVdwq6mamQkru0zmgeHX8TG+hL+e+d7NAS9pCgOfjToEiZ4zmJu2RoWVm2mMRh7d52TOYobCi4k3ZYdOw/9XZzgutQ3TUhShnK704Z2Eg/4jvoZiXCyWcs6K+uZGPDcjCGvdTQgeieypMz3N/OxzMkUn7z9ZTgznJTMJsE3M2FKqZJYr2/3vEhDlu/UMRzXN79mzRpUVU36CYXap+h9lXF0fzXF+yqTN7RwxqH0i2346lu7zwBFBklCdoXZQ0p6SvhvZjqS3Yac4UFKTUFKS0XKygSnAzkvL7xPnz4AyH36gd2OlJMPaelImb2QsnMgJRW5/wCw2VAGDw63HTIM7HbkAYOQ0j1IuflIOblIGRnI/fuDw4Ft6BAAmvsUcMOqDzmU5uDpp59m8eLFLFiwgF/97kHml29lXf1h/ud//oenn36aLU3FLK/dw/yW7WhZLl588UW+d9utvFGylocOLOBfJSuZff2VvPfeeyxdupRnnnkGx/AcfrbrJerwIikykk1G6qSgjHaXHdlmxSHqibjgxvHk9M/sbjMsfAVg+U8nj22rD9FYa7GmeiL2vrWuW48vRd7xstsBkoQt3Y1kV1DS3ChpLuRUF/ZsD5LDjqNPbwDs/cIxz+z9C5CcDmx5vZE9achZGSh5vZFS3NgK+4GiYBsSDu5uGzoEHA6UgQPCvlJ+HnJ+HpInHWVgIdjt2IaF/SbbsMGgKOxPd3H1sg9xjhjMK6+8wrJly5g3bx7XfO87PHdoC7uaqnnhhRf45a9/xTul29kfaODfZV9y1oSxvPjii0y/YCavlq7hv/e9xsKWHdx6950sXLiQxYsX8+ijj1KZ1cav9vwLbFLUd+os/8mV6rTi6vZQfP/+y7rbBAs9ED1vSvI0h6dXCuddNaa7zbBwkpBsCrJdwZbuQnbYSO3Xi+yJg8mZHJ60yRrTD1uKg8xRfXEXZJI2OI/MMf1x5WWQd8EYFJed/teGM70V3nQetnQXA755DulD88mdOZKc6WfhGd6H/tdMwZGVylm3zwZg6O2zkZ12+n5rBu4BOfS+8GzSJpxFyqiBZF0wHnu2h+wrpwHguWAiSBIpU8Ygp6VgG9QfJTsLpXcWSn4eUkoKct9+IMvIBeGJKSk3H2x2pIxMJIcT3CngdofLUtzhZTCXO9zWHqFVRSbEUGRQFJBlJEfYuZNcTgDm7t1FrRpkyZIl7Nu3jzvvvJPf/e53hh9hX//617nhhhuYMWMGH1ZsYf6B1dxyyy1cccUVTJs2jYAWYlX1Pt577z2+973v8fjjj3PnnXfyxRdf8Otf/xqAwMgMMofmkjdpIH1nDidrSA6jvz0VR7qTyT+cAcDU/5iBM93JuJunkD0sl8EXDmfAjKHkjCpg1PUTSclOZcqd54fbfv8cgv4gAyb0JaPAw+Dpg+gzKo/cIb0ZPGUAKZluzjov7HAWTugLQP5ZOdidNjy5aTjcdhxuOzaH0mmOnoXOw5K5W6g4XJe8oYUorMwyFroLg8f0YeTkAd1thoWThOy0ISkyruw0ANL692LAxaPIGlEQ9puG5JKan4FnQC96j+qDOzuNAbOHozhsDLtqHAAjb5iMM8PN0KvG0WtEPv1mDKP/rOFknZXH8Bun4PC4GfODmQCMumMWtlQnw246h/TBufS5YBR504aSOaof/b8xCUd2OoU3nQdAwTfOQVJkes8eiz0rjfRRA3DkZ+PMy8I1MB85xYVrWH+QJZyDwu98e/98JIcdpXcWUoobOS01vADosCN70sO+UFoqAJLbBRJIii1MQZIkJFkO+012W/j/zrDfJLlcIEv8e+t6hgwZwoIFC/jggw+49dZb+etf/0pKSkp0TL/73e9y7733kpuby9MHV7Ohqoj77ruPK6+8kuHDh3OktYZa2cuXX37JhAkTePDBB7n77rs5cOAAP/nJT/CrATyjchgw4yw8/Xtx9s1TsbntnPufYb/p3P+cgTvLzaSbJpE3Mo/hFwxjxIVnUTAyj3O/O5mUTDeX/le47cV3nYczxc55356IzanQd2Qegyb0pc9ZOYyZPYTUTDcTI5n6Rs8cjCRLDJ7QF1eqg979M0nNcJHiCX9sdgWHOxaL1MLpgxf+ujAp08tCDJbv1DFIWgevKlmWWbNmDVOnWmnTdTQ2NpKRkcEsz33YJCc+kyC3NpO5P5HqqNPJ7YIYxy7FtnVpSyLaeTAiXwmZ9ClK6cyCDhqDk8fsdEa2pQQUXl3qZCblcwqFDmFb33QLxBORbh6T+sXsFNumRajQmY7YGGdFApm7zSjVsoTbqSHZbShSCCUjjVBdI+5hffHvPohr0hiCO7bjmnQ2gQOHsPXvg9bmRVJVlL75tGw+QOqsqTTOW4j72iupef1Tsm+6lLKPNpE+YSjVB2qRbQqK20HtgWoyRvalcV8ZnjEDKFm4ld5ThlC37Qip/Xuj1tQj2xXQNJz+VhS3k9baVmzpbgL1LWhOB6o3EA3kDccGCJUiYyzIGIUg7rpUURHosGLgTV2y6HYIgd/dkUDlacLYeWL7SJFIqJqgVwsJ2c7bWwAze6I8sGIdqyQHy5Yto1evXqb7bdy4kRUrVpCWlsbtt98OwLZt21iyZAlOp5Mf/vCHXHbZZTz77LMMGzaMQsXDuIz+LKneS02oFS2k8trEu1CkWP+1/vBF1BqKGexPEgcsqIKkSGghDVx2Mvtnkd4viz1LD+BIseMNgqZquDJdNFY202dkHkUbjzJ8xmD2rjzE2IvO4vCWEnKG5tBS34Zsk/HkeTiyvYxJXx/FJ//+kivuPo83H1nCdT+ZxeLXNjLqgsEU7azA7rHjcCoU76ti0Pg+rPx4B9MuHsHi9zczefZZ7FhzmH5Dcqg8WofNacPnDRDwh1A0iaA/ZHASFOHZ44zE7TIkOYh8iYmkfHq9GFRXlFnocrtgguDiulRQfM6oURlwrCzFFm+TV5DveYXJS13KZ0aBDwgU8aAJ9Vx8xurjcf2PZjLvHytQQ6rRTuE8/Vq432ZicTIa5fpwHeZSPjVii4IdVQtwqP4DGhoa8Hg8cXadKdDfdwum/phUm7NT+24J+vj62sfO+DFKBMt/MkK/lqZ57sYmOQlF7hfRzxGlyrofZaw3kcMZQg6EtxOxNaL1ZnXJ9knwCjGrN9gU2RRt0n0jxaQMYs9fMfSB6FvFpHqxenE7JSIdcwsSMj0kQpogN3MLcrVUZ/gJm5rhJNTchrNfb9SjZaSMHkjb3mLSxw7CV1yJIy8LLaSi+vw4Cgto2XqAzMvPpfzlz8i/5RKOvrKY/JtmU7toM65Rg/FV1BPQZByZqTTsKsYzcRiln2wm/4LR1OytJG1gb8rWHiJtQG/aKhvBZgMJ/I1e7JkptJTW48rx0FregDMrBV99G4pDISQkZlFMwjkkkiTqsj6jlC+27VKCkfGOD3TutMeOabfH6nUJn00YWzG8gf41Sya0APFVqgk+yxWffsLgSy7mzjvv5IILLojfEQgGgzz55JMcOnSIxx57DI/Hw6ZNm1i/fj3Lli3jySef5Gc/+xmXX345F110ERM8gylw9eLzqs2EZI10yc1fRt6PHDHMGzm+6Dt5BTKnXzX+BfBFk+pI+IIqNqeNs84fTE1JAzXF9fj9KimZLuqrW8gb1IujuysZNLEfBzeVMmLaAIr3VpFbmEVbix9V1cgdkMWBLSWce/UYPv73Gq798Uze+etSrvvJLJa8vomxMwdTcqAah8tOeq8UiraXcfasIXz+ykZm3TCOz1/ZwLnfGM2mRfsoHJlHeVEtDqedYDCEt8WP3aHQXNeGzaHg93ZekhLdP1ET/LxOJuWL7m8S6DyRdNFsH+Mx432n2L6q6XZ0X5OA5gDf/8llzPnrJwn7ih3bRL4nHtNEyqc//0Oan931b5zRvoHlOx0fOj3i3bZt23juued47LHHOrvrHgFJkvju/Rfyyl+/6G5TTkvYU+wE2gJ4+mQSKK8nd0wfag9UkTsmn9byBrLy3ch2BV99C/kT+lGzfAcF10yh7JXPKfjeJdTNW0SvK86lae0uUgp7EWpoRvK1oWR5UFvawkweIFTfCCGVwOES1MYmAvuL0Lw+JEkjsP8QIb+NxrfDD9ya1xaG/76+EL/PQc3C9TQFYsG2vSEZb2UD6cMKqN0cjpNUve4AAI37ynAKTo/NFiTU6kNTZQL1YUmC6u1ZMWjMUJiexqvb9hAIBHj++ed5++23WblyJQ0NDYxMz2FXUxUAH374IU8//TSpqamMHj2a0tJSiouLGTp0KABXX301H3zwAX6vj39MuxGX4uIHA87jk8o9FLgyyXGmU9t+4qYOQYtMjPhbA1QfqKZ0fw1Bf4igLxh1zvSAj0UbjwKwZ/lBALZ/vheAmvLmaH8BNRxTbuHTqwiq8P5j4UCv8/66FIBPX9kAgFcLYHcohEIadY0t+L0BDu4qB6C1yYeiyKSkOUnLTCE9y4071UlNeSMTpg9h2fvbuObO6bzyyBd896cX8d6/VnHpzZPZvGw/hYNzaapvo63OS3YfD/vWH2XYhL5sW3aQQWMLKNpeTq+CdOoqmpEVmYCvZ2WSS4Sl87ZaySgsnDaw/Kf2kV+YxeipA/li7qbuNuW0hCPVgb/FT0a/TFqqm8nsn4Xc6sWR6iTd46Ctppnccf2pWrGb4d+ayuGXlnLW7bM5+NYa+n/9bOo2HsTdNxu7v41AfTPp/XrRuHk/7sI8Wo6WITvsaCGNUEMzaksb/nIVtc2Ppqp4S2vQAkHKX/4MgPKXP0NTZcpeXQRA09EGAHzCAlzJhxsBKPt8G55JQ6lcvZ9AW5C6neH3pbhA52sKLwy0lkf6qQuHTQh9Bd5VhanpbNy4kXPOOYc//vGPfPrpp6xevRqfz8ewtEz2NdcD8NJLL/Hss8/y2GOPceONN/LOO+/Qt2/faD/XXHMNL730En2cWfx22E1IksRVuTNYXbeTUemF0Umpk4Ua0tA0CHiD7Fh6IHzNBFWCqoav1U9Q0zi6OxzSZP/6sP+0c2URKtBQ1UIosuhVvKsSFY0P/7UagHci/tI7j4b/Lnljc9xES3VJAwFfkA2RLMrFuyvRVA1vsx+7w4YzxU6WJ43asiZGnlPI2k92cfntU3nvHyu54YHZfPzcl8y4biy7vjxCTv9MNFWjuqSB/sNz2fj5XsZfOJSV87dz9szB7FhVRL9hOZQfrsXhsuNt8aOGVNTgV0OO/fHctd1tgoUeiA4/hebMmcOQIUNM6xobG/nnP//J1KlTGT9+PE888USnGdjToGka7zyzorvN6BJIkoTdZcOV5iA10032gCxSMlwMmz4QxaEw6ZqxAEy/9RxSeqUw8VsTyR+Vz9DZwxh24VnknJXLWZeNxpHioM+E/gA4PW7UoIq/yYuvoY3W0lrqd5fSWlJH+YfrCNS3UPbK5wCUvfQZqtdP9byl+I5W0vLldry7iwgcKcO7ZQ9qcyu+rbsBCBw4AppGqLwSAkG05hYIBuEkXiiqPxhmRlmIw81nDSI1FGLatGk0NTXxf//3f1RWVvKvf/2LPS2xjHd+v5/33nuPb37zm9x222288MILhn5ycnKorKwky54SXXlwKw6uzBvPxIyBXWJ737P7Ujipf5f0bYaAP4QaUqmrakZVNY5EYtLt3HCYthY/278sovxwLXs2H2XzygMUH6jio5fX0tzQxiuPhCe8X3nkC1qbfMz/10qKdlXw5ce7ObCllIqiWkr2VuPzBvC1hidEsws82BwKw6cMIKd/JuMvGMrZs4YwbHI/Lrx5Iln56Vz7k1kAXHX3dGRFZsb1Z+PJTmHohL5kF3jIyksno3cqNoeCzXHm3ANjpg/sbhPOOOgBPDv705Nh+U+dg/LDdaz6eGd3m9ElUGwyNoeCp3cqDredAWMLkGSJ0bPD182Ua8eSlp3C5GvG0v/sPgyfOYSxl40gd2hvzrvtHBypDiZcPx6AvuP7IUkSrnQXIV+QQJufpqN1eOtaKV6+j1Cbn50vrgRg7/NLCDZ7KZ67muYDFVQt20n9+n207C+jbvk2Qk1t1C3bBkDzpn2gqngPlqK2+QjWNKK2etG8fjRf4KRuZNUfsvynBPiP4SPZu2cPs2fPJj8/n+eff56amhp++tOfRielAA4dOkRdXR3jx4/ntttu48UXXzT0o/tPBa7MKGsvw57G5blTGeBOnjH0RDDxilFk9Tl1TA6d+VRXEV4YPLq3Cl9rgMO7KqguaeDo3ir2rj9KdUkDy+dtxdca4L1/hO+FuY8uobm+jY+fX0vRjnLWfbKb9Z/uoWhHORu/2Etbs49D28oA8LUFUGwyGTmpZPROo//wXIZP6c+AEblc+r3JZOamcdNPw+y2Gx+YjcNl48ofTCOnXwZnzxhMv2E55A3Iot+wnLCEsW8GAPYzxH+SZYnx55i/0yyYw/KdOoYOM6a+//3vx5UtWbKE559/nnfeeQev10t2djb3338/P/zhDzvVyGPx+eefc8kllwBQVVVF7969E7b97ne/y6uvvsqVV17JggULDHVHjx7l9ttvZ8WKFUyYMIFnn32WkSNHHrc9zXixoUYzNSla7MESELNPRbavvmU6bz0dnvFXIvISQyYFgdKpy0+MFPZ4KIYsUpFjC7zggBabcNH7UkXbBHmTIoelSr0LPLQ2ecnK9xAKhrA7bGTlp1N+qJYpV4xkySvrueKu6bz3t2V8/cczWfrKBsbNHkzxtjKcqQ4cmobm9eOrb8MuaRRvOIJNhs3vbMLf4mfLW+HVsqpd5dGMMk0HKgDY9+E2Mmwq1Wv24QRCRaW4gNTmmJ6stzvMWElxxhhHqWmxemd6RB5gFzK2CFe8rpgU2bZaZPEt2BKj3TibYvp2pUmNjLH4LYTrFW8rwYBkoIofC78aPqgouwuZaIQDSXTDYqYzKfKNi/IBMUNfSIqv16GIY2MX+oyOk3hdCG0jUgJxgS3UFska4hN1DOGybJeTX04Zy9827eRn99+PX1UZMmQIy5cv57PPPuPtt9+O7vLCCy/w9NNPU1BQwP333899990XrTty5Aj9+vWjJtBCfaCJNCWDKl8Tr5RspI8riytzJxIUruWgpkvDYmVtwtxje5l+ICzrO7i+2EBXN4Mo/TDLViMbZBpa3HGiMg7xWjRk5QsbLT4nFJNcfGbyPQC7JKG2BbHLMk1ljdiAok0lOBSZTZ+FGV5fvr+DkKZRUVQbtWn/hqPYZZn5f1uGJEl8+vw6JBV2rTyMFlDxNnpJTXWihjT6DM1m/5YSLrhpAvP/sZIbfzKbdx9bxnX3zWDV/O0MndiXw/vCzDiHw0ZFUS3ZfTMo31VJVn46taWNYJNQQ2o0ex9g2I5l+muf9m4mlxZl1fp4Vx2uj8objbT5GHSJYEDyC/XxF4SCPW7bjpMQnUDhs3BGw/Kfjh9m4QtkWeKymycz/5mVpu0MfpJZ5rtkmfpOYB8zGxW7jDvNiWKTUWSZrPx0qorrmXDhUFa9u52r7jmPBU+s4Jr7Z7Lirc2MmTWYst1V2Jw2ZEWm9kgtniw3DrtMa30rigyHNxTja/Cy49PdKIEYS8ilwIZD1bgU2PLKWlwKHP5kGw6gbuuRcBiEJnDpcrIgpEdkaB4hJEC6I/acSnWFt92uWL3dIfiQ9vjnn57pN+CPvZf8/tg7yBvZbgvEnpOtAcEha2ogTfKhCBnuRD9Iz+An+l7J3t9RKV+CrHy6xM9YFh8SQQyNYI/YJ5aJGfjskbERx0jMxCfrpyybGC/4LmowVj8q28O9o0bx1rbt0TAHM2bM4PPPP+eDDz5gz5490bZz5szhj3/8I3a7nR07dhi61/2nZa2foWpB7LJCcVs5n1dvZGLGUEakDY+21e8fxZCNMV6Wmgj623bdu+FJTbG5ZLhPDU5PfN9iZsbjyC7eHk6kn5aGMGOv9EB4IXXPumJUNDYvC6sjyo/URtse2B6evHrjkcUAvPXoEjRg4cvrkSRoawtgd9kI+oNk5aVRW9HIuFlD+Oy1DVx913m8/dRyrrvrfJa9v40Rk/pTU96IzxcgPTOFfVtLGHZ2X9Z9sYeh4/qwZ/NRcvpmUllaD4CWILRCzE9qP+uemWzPbLxS0pzs23U0rr9ksr1omWkmPjEMghUC+6uK45bylZaW8sILL/D8889z6NAhAM4//3xWrFjB22+/zcyZMzvdSBHNzc3ceeed9OnTh9LS0nbbfvjhh8yfPz+h7vLOO+8kLy+Pjz/+mPfff58bbriB7du3d4XZBqxdtLvLj6FDlqWwVrtfJpVH6xkxqT/lh2oZOCoff0sAu9NGTt8MijaXMe3ro1jwr9Vcc+8M3n1sGeMuGsa6D3fi6Z1CRVEdoYDKkZ0VeFv9fDZnLYRU3vtbWJL0QUSatH5+bPxSIpMXTVUtKDLUlTTgUsDf0jN/qNk9KdhSUvDXNidv/BXDnF37uX95OOvOoLR0DjU3ceDAAbZu3Up+fr6h7ZYtW/D7/cyfPx+v12uoe/vtt/noo4/4+c9/zs0bX2ZkWgGr6w7i8XhoLG9kgmcgqUpup9o+ZPogWlsCHN50tFP7PRMRiKxG1pY1EtI0Wpt80fh15UW1qGi8+0SYEarT7t+P/L+urBHVEf6Zl5WTRsAfIiM7lXINxswYzPK3tnDFXdNZ/e42hk4rpOJwLYpdQXYpFO0op3BUPusX7WXI2D7s2VhM7z4easqakEieajkRZOX4fnRaCP8w1I7zx3pH+vwqwPKfTg6qqrFp2f4uPYYIWZaQNIleBem0Nfno1ccDWnhBpu/Q3hzYXMrM68cx/x8ruO7HM3n3r8u4+r/OZ8kbmxg8rg+l+6tRFJnWRi9Bf4gdKw6hqRofP70KgPl/W4Yiw/I3NhtiTNllifqyJgCObA3/yK2NSOEC3iDKmUGqOC64+/RCC4Roa2noblNOO/x6/Xqe2xteQDrLk8HexgaWL19OTU0Nubm5hompd955h//5n//hj3/8Y1w/c+fO5a677uLJJ5/knu3PkO/MZFPjITweDyuLtvP30T/FJnXuxXXetyew7Yt9NFZafrEeIsEbCd+haRp1kXH57LVwOIe3/r4UFY23Hl+KhkZZUQ2SJKHJkJ7pprXJS11VE5qmkZGdiqLIjD9vMFvWHGTM1EFUloYnyPL6ZbHty0NMvWAEH7y0mvMuH83yj7YzcsIADuwsJSXNRWNdC+oJUm4kSbayLR4nLN+pY+jwxNS8efN47rnn+PTTTwmFQhQWFvLb3/6W2267DY/HkzCgcWfjF7/4BVlZWVx55ZU8/PDDCds1NDTwH//xH/zv//4vf//7303bLF++nNLSUjweD7NmzWLOnDnU1NSQnZ19XDb5pFaCUjA2KyzFgpuFhNljnUnVb2BvSg5UEwqq0fqAMGMcEpgQIS0StFgoy+6VRlNdGwNH51Oyq4rxFw7l0LYyho7vS0uDF9kukZWbzo71h5n+9dHM/+dKxs0YzKevb8Cd5qS5zcvRI9W0VLSBprFjTREu2cb8yA/IdyOTTItfDT8o93x55JgAxvHQY/KYBe0E0BdFxGegEN84eiE6hElyMVhnRmSFLze1VRiHcIwmnRkFYBcuQ1tOJLNJlitmR2psG2dk5U5YfdTawpNmWkMsqLH9YOyYSmn8Q1xnP0mVZbSqDtJsQQKa+Wy/fv5BVfyOI6wegeXkCwlsNkkfW2H1UOjfFXkwJQqVE4p8D4Fg7JiptjCzTHELq2EpsT51RpRhoUR8/pkul0VYPULAdH0FcGdNA2PHjuXhhx9m3rx5jKyqYurUqUydOpW77747rqfZs2ebnsvq1at59dVXWblyJU888QRHjhzhwQnf4cILL+SCCy6gwtdGP1d8sM4WIQxFm7CtD5l43YrbIQ0ObDxKIKhGr1f97MxYUoZ60zMwXvc6ogkLhL0kA9uyfechmkRBcCrFhAYpkV8yNpPvTWTfmc3vhISbVlw5009fZGuK2/qElV+/MEMqqi9c1tIYvv42LNqHIkl8+lqYPTk38uw5cji2+qik2gl4g7jT6wkGQqRlhu/hCbOHsXHxPibMHkrJgWpkl0xmdhr7tpQw6txCPp+7kUmzz2LDp3sZNCqfir21ON022pr9OGSZ9F4ppLgd0TEJGZ5Nsf/ogdSDwrNc/24cuOMHDLBFntsOzUVI65kT8RY6Dst/6hikBE/NWKByif5DcziyuzJalpQFdQzbPD3LTUuDl/7Dc6mraKJgUDahoIokQf+zcti55jCzvjmOdx9fzrX3zWDe35czdsZg1i/cg9Ntp/poPQBVxfUEfCHm/305APMicW/e/ftyJAk2Rpio4vH1RTk1pMaCYEeT1cRsThb83BAIPbKdIvhLaQKbJzPCdMoU2FG9XOHnb1ZqzM9Jz4gtArmyI6ygrNj7RE4XMqPpBxXeDVrkZau2xI4TrIsx2H0N4X3ammLxOZtbY75y2969pPiD4BDf37Hj6z6RWWIYESIDxxb1nUTGlLAd8d0MLCkT9pRdGE+dKSWypMwCnRvY6DbBz9JPSbzUI7trIjtJuG52NdRz4403cvnll7Nw4UKGt7Zy9dVX09LSwoYNGwzn39rayqBBgzDDnDlzuPHGG1myZAnPPvssDQ0NfP+CH5GWlsYPfvADQmoQh6KrNHRb2ldrJHMLN320i7YmX3zFGYbjYVklCnp+otA0DTWk0VDTgorGni3hRdI1X4RJDgvf2oCGStmRGsN+KhqL3t9MUFU5WlQFskaax016Zgpnje1HU1Mrik0mp08G29cd4uJrJ/LKPz7n6lvOY96c5Zx7yWg2rNxLr9x0qsrr0TQNf2RyrXcfD6oWMmVIxY6fmCllxpIS95GJb2fhq4EOT0xdf/31SJLEJZdcws9+9jMuuuiiaF1Dw6lZ4Vi+fDnPPPMMa9as4f3332+37QMPPEBBQQH33XdfQsdqyJAhPPXUU9x99928//772O32U+Ig1lQ0kZ6ZQn11bAXBk5VCY10rw8f14+DWcs772mh2bypm3JQh1FY24rTZyc73sGvdEabMHsbnr20kb0AWR3dW0ljTQnNdG3vWHaGpri36APWrId75R9hp+vT18Mtr49J9qGhUHKnD2fmx77/ScPbJxtmngJqlXc+6O9NQmJ7KnE3beemll5g2bRoej4fi4mImTpxIUVERAE888QQHDhzg6j5DubbfUJyyjYe2r2Lp0qVs3bqVdJuTq/NHce+99zJlyhRuuOEGJkyYwK5du7jpppuQgP7u3qaTKyeD/mf3pb6ymcoD1Z3bsYUOQXdqD+8Ky3w3LNoHxFYYP389PKklZuWrr28h4A9RU9EIQH5hL9pqvIyeNpCa8kbSU5xk5adTcbiOi2+ZxJI3NjPxwqGs+2Q3g8YWsH9HGa4UBy2NRsaeha6Ja9AT4ySIsPynzoO/LRBeqReumfSsFFoawot1NWWN9B3SGzWkIUnQd0hvdqwqYvYN43jnsWWcf+3ZfDJnLXkDs6g8Wk9LQxt1FU1oGhzYEmaRvROZINf/LnlzMwAtW9o4Fscr9bNgjrSzhxCoaaQ1kuzDQgyFaWl8/OmnpKSkMH369KhM7+c//zmtreGF01/96le0trZy75BJnJ2Ri5MUfrh5Pm+88QYlJSWMSS/ArTi55JJLuOSSS7jyyitxOBysX7+e119/nf6uHFyyI4klx4+xFw1j88I9+HqoUuJ0R0NteAH/wM4w83Ld0jC7bnXFzugkkC7fe/GxTwFY9P4mJEmiqqwel8tOdp4HT2YKik2m36Actq49yMXfmMSbz37Bt35wAW8+u5hZXxvH2mW7ycnPpLKsDjRobbP8JxGW79QxdHhmIjc3l8rKSpYuXUpGRgbBYJBLL730lFH52trauOOOO/jxj3/MxIkT23WsPv/8c1566SXWrVuH0g7n+amnnuK6667jl7/8JZmZmbz22mudej5pHhfNjV6Gju7L/h0lnHfpaHZvKWbUpAFkZKcS8AfplZvOzg2HmThzGAteW0N2XgYHtDJKDlVTV9nEl5/twtcWMDCmFr60HoAvP96FTZI5sDnsTDXVxTtNFk4dvEXltOyrSd7wK4i7xoxAtsF7K5fxs3feAaC3y8kFeX1588prefXgPha89Q793CncO/oczkrPAuBnw6fxt11rqVVDPDB0Blfnj2JCRiHzDmzlv3/+czQg257GlMzhXHf2jaTZ3DR1cpLD2qP1NNdb99aZBN0Z27elBDsKqz/eiUuysfL98KSxS1EYNqkfDred1e/vIBgIUXmkDoCsvHQ8ZQ2MmDKA+qpmAk6VrN5pbNy8h6mzRvLeqyuZfuE4ln66hSEj+nJobyk2uw2/r+dn17RwYrD8p+NHqsdFa5OPgSPyaKhopu/g3qhBjYzeaVx84wR2rCli9nXjePvvy5h13dkseG4N2fkeSg/WUFPeSF1FM5qqsTeS9eutvy5FAj5+/ksA1n4cZhuUNls/mE8HNK7Rg9pbC6bH4v+mTaZg2w4+e++9aEKYfimp3NC3kP889yIe2ryRN//xT2Z4Cri18GwyHS7a/DZ+NnQGr32xAqfs4N5BMxieVshnVTv5cNVW7lsYzjbdx5nNFb0mcmXeOUhJYpueCI7uqsDfZr0bzyTU14RJE3u3h5+dtV8eiNZtWx+WoB/aW0ZKmpOP5n6JJEkcLarG4bCRkZVKapoLRZHpNySHLWsPcNm1U3jxiU+44fYLeO3Zz5h5yTjWrtxJr94eKsvrCIY0QlZ2ZAsRdPgNcPToURYsWMCzzz7LvHnzePvtt+nbty+33nor11xzTReaGMaDDz5IKBTi97//fbvt9BgKP/3pTxk3bly7bc877zyOHDnCoUOHKCwsxO02l2UkghoJypuW7WbcpOE0NbbgdNnJye7Frs1F4R8xr6ymz4Be7N1RTEV5HbW1DezcfghNg23rDkX7Kno5PJu9/LMtIMHu3YcBCLXptEaBvixwgO0m7xE9WLDIIAgKdMgoLd4QkFkMct2xl5Mo8dHfZyK12khnbb9PR4ReLVLQdfkeQKYjzJpIT43NwKfkh+sd/WLyPHlAVqzTfjlhO/r3i9kprOhqzsh+gZhjKleGM6DJxSXRMmdqcXRbcYdXt5WjMbabozYSrC+nF+pZo6j/fD0t/hjt3S9I9HQJnzhOeoDPgEnQ7rChEcmCUOQVdEdS5DYW6egidV2JfE8BQR6oRoKBi+EEZKfwnwhVX0p0Ldgk3dBo0WMrdjD2mm+z5Y1X+dGkcBDcqMQTiR9NHcmPpo5E08LXhixJ0WDzfxo0jofbxgPga7JBJGD0xfn9uDg//P01tIW/r6mZQ5maORSAer8NWZJoiARR9YbAK4yjHvQ8ILzzBJOji+7iqsOxP1OcmSk0t/oJqHrQ8njphQkrH7/Qp0/4vvyRfoIm1C5FiCbvEJIoBKMJCwSZghjMO7JtkNUJ97QuV9OE/XU/ICCcvJgwQW8q9uMU5IF6uSh78wrOhd6XT6g3YxeIyk+91iaMgyFoqhQv39HHRHSqk7EYNA32rj+KrMhIqoaMxNFdlSiSxJYv9tESCrLyw3Dg2CYtPCnZJnn5rGYDakCjprQFBy6GDRpAoF5l/LShVJTVoSgKOQUZbF17kDGTB7Fs/jZGje/LxkWx98WZDlWTUDv5B0xn93e6wfKfjNDvhYHD83HYXMg2GHhWHjvWHeHCa8fzxhNLuPymybz7zEr6Dsym6kg9DTUt1JY3kd3Hw4GtpVQfbeCNvy1BRmLBc2sAWP95WD5XeaRekP+ZozMCnR8LvUtDQHaT94ShTN/H4I8Rt20m3wNwRSR8qYJczGOP+X69IkHNe7tjvlPvrLD/4ukTe9s5Boh+VCROY77gL2VmCAeNSPCEZ5rcFO5TqY0xAG3ldbH+S8LsVVd5zA5nZczH8wwcDKpK9XrB3xICpSsRZyUgJnaJPDfE54csib5RxA5BvicmntFlewZ/SfSjItuyWKZL+QRf1RDcPLJtKt9DSCxzjNPw+MZdnH3Dd9jy1qvcN2EkIiUw0+XgoSkTeHD8RDQt/BZXfbGfb09NmQ2ALxpsXkWRNW4eMIabB4yJ+qNtQZkrc8dwZe4YmgJho9qEsBJiYpjYdRlfBsk8+ti9kJnvoWxvVSeFLT99YSbfE0sMyVW09hO26H6aWb2xXfuByk820LnZ/rp079P5a6PnoqKyb1f4vq1b3xRtu3lTmN3+7N/DiTM+eGslSBrlpTU4U2zkFGSQnZeOJmkMGJjH+tW7ueK6c3nuiQ+44rppLHh7JWMmDWLPFz3Df7J8p46hw2HvbTYb11xzDQsWLODIkSP87//+Ly6Xi4cffpgpU6YgSRIrV67E7z+51adgMGj4aJrG2rVreeyxx/jXv/6V1Pn5xS9+gd1u57e//W2Hjud0OhkxYkSHnKrnnnuOAQMGkJmZicPhICsrPAnS0tTG7m2H2bx2H18u28nCeWs5crCSt+csJRgIseTjLQDs2VZMMKiyd3sJ+3aUtHcoC2cgQtV1NCzf0t1mdBv+vnonE7/5XR7fuCtpW7MfBSeCzuqnPSgOhVDgzH8pWjDi3G+MpmDw8UmPmhvDk1R7thWjaRpLP9pCVVkDn727gc1rDrBh5V4+eXsdZcW1bF9/iFBIxe4I/1jIysrC4XCQmZnJwIEDmTNnTqef06mA1kWfnoyvuv+UyHey2WUqS+ooO1zLZ29vpOxwLa8+tohQSOXdSOa9VR/vxNvip/RQDb62AFtXHqS2oqm9w1k4A+HbuR/fnqLuNqPb8PimXUy66bs8sbl9/0mSpE7xeyRJOiWMTcUmo5oF1rRwRuN7916KzX58gfKbGlvRNI09O45QW93Ixi/3sHndPjat3ct7by2npLiKZx//IJzkYu1eFCWc1RR6hv9k+U4dwwnlYywoKOBXv/oVe/fuZdGiRdx88824XC5+/etf06dPH37605+ekDFFRUXY7XbDZ+nSpdx+++1cd911TJ48mfr6eurr66PZuhobG2lqCjspa9eu5amnnuIvf/kLXq832lZVVYLBIPX19fh8Jx6ELycnhzFjxvDtb3+bP/3pT8ydOxeAQCBIdUXH40Skedxcet3kE7bDwukJOdVNxszx3W2GhU5Gc3ULQV8weUMLZxTWfLCTkn1dEzdM0zRKI4FIN60K0+DffPNN/vCHP3DjjTcyYsSIkwoSbeHMxVfRf0rkO+3fXkpzg5fmho5LpQuH5zHm3IEnZIeF0xf2AX1wjhzc3WZY6GTUlp6aGHoWTi1e+senBPyd7xfrbLKSI1WEQiqb1oVZV5b/9NWBpJ1onu1j0NjYyKuvvspzzz3Hpk2bCIUSR+pPBL/fz9atWw1lw4cPT5iuWMe4cePYvHkzL7zwArfddlu7bf/2t7/x4x//+LhtM0NjYyMZGRmMyLwJRXIYMjGZISTFj0k0G5dmE9rFbna93E0se4kYbypFDlN0RfqlVw3vHzBkOoiXADmk2DFdAtfYFYkrkejS0JU/Yp/2yKy2W+Cgpwt8c3ek+xRBPCpSzzMjGUx6O2Ln3icl5qzmecI08ex+LTE7R6UAII/qH7NtzIjottY7x9T+44VcfCS6LW0Ky3uC2yuiZW2HIuMsy7Ta+hEqq6S+JbaC3OiLBZRsCYYHQJT36dR0nyBBE2V9ejpQm0A3dws0coeeOUagm7uUUNy2W5BGZqWHA2Z68mK0ekcvIfuKM2KfmFlR+D4lV+QLFWRghb9/nY17DzFx2CAO/fSGsO0+gWmUJEqfLuvzCXMF9VUp0e0Wb3gcK1tjY1sdGdv6QOzCagrGbG4KhLdFirpf2A6YmCRSsmVJYsJVo9m77ACtDeGx0lWMijCtf2wmP4BGQcvXJDCu/JEGogRO3w4KUjpxO9BO5hMAlxR+DtileKndsdvHHlOU7/lVIfNcZB/x2eCxx8ZZl5b4he+1RThPb6SvkJaMLh7/JTiFZ5O4v97WVBIojJFf2NbbiskeXLKNb/zndBa+tA7Jq0aOE7PDJ4xDmxaOj+EjFifDzOYgsftLf9YrmkJI87OxMZwBKdm77HSG/r6bO+kBUhRn8h2OA60hHzdsePSMH6MTxVfNf9Kvpemee7BJzmh2YkXwbcR7XJcqGyRyJiEJjs3Adyw6Kt9LRiRJJPlLJuXTn8Piu8MWKROzGDsEIoIr8nIx+k6xbU8kI1ymPfaczHXFmHe57vC7Pi87xjLzDA4/q+yjYoxRadTA6LY6KiLFd5r7sh2FXHI01v/e8AS9tj8W3DxQFAuJ0FrrRnK7aToU8/ua22LPGV2OJmbq06V8oQRZkKXIc9pmkOqJfmt4zMRMfA7Bd3LYwuPkFKSR9ogfZRfGW3HG6m2OyDvKkJWPuG3xGtM0GPrsPDYdKGLC4IHsv+O6qD8EoEb8mFBACPfgjZ2z3xceE68vJn30CuEk2iL+UYsgjWyNjGNzUJTyKUK9ZPgLsdAI4e3IsYXXu1f0rSJ+wbTvTGZZJC5u1OcQ9hHfu/qmWCa6jfp71+yniVEqF1+fqO3JIFH2PbNSMymfGGJFM/GJkvlJxsx2+j7m7P5jA50nsq09+Z6IO35yBf/+64L4vkz6N5ccxmfiE9sqEX8tpAXYV//2Ge0bWL7T8aHTogx6PB7uuusu7rrrLrZt23ZCfTgcDiZPjmcSLV68OK7shRde4MUXX2T+/Pn07dsXgMsvv9y07U033cSgQYP405/+xNChQ0/Its7GHQ98jece/bi7zbDQmZAk7P0LCJVVdrclpwR/W7yNx5bE7vWShrADXNLYyqBHwivi+vvuvnNG8uMpI0+1iZ2C3Uv3R9N8W+g5WL1gJ77WgGHizYKF7oDlP3UcvftkMPGCYXz+6obuNsVCJ0Jyu5F79YJDPT/MxeMbd8WFPChtDk/Ilba0MfS5edHy/xo3kntHjzql9nUmNnywo7tNsNAF+Gjul91tgoUeik5Pf/HOO+9w4403ntCKXyLMnj07rmzJkiVAOABn7969/z975x0mRbG18V9Pns2JTeSccxREkoAIGBEx60XxGlHBiBdRUD8FL4ZrRLwYUYIiKKAiSXJOS86wy+7C5jS5vz96eqaG6WUXXO8CzsvTzzbdXdWnOlSfqXrPewBITk4mOTk56FiLxUJ8fLxmPVUBg2xAjwEjCnsjHD+jQxyJdgpTIN9/vBqzbNaeeatgNkBkBpR6B5pF0WStkfXAmcRgAWFx4N/hVgUhtWcFtepXGSMGnfaMpcqusAi/ASMFxlSclylVw+IPFUiI8LOjYpOUQQ9LI0Gg08uUcvfoKpyo6tPdemrX8a1L0dEAGPT+TtnqUR0pGb2pBEOcHbfAiHIIs1DqbF+goLNyHQLEtIXrpM7KiAKdknT+Mz4Bguuq8GWufwZNdglMPavyjOn8u9FF+Nukc8m0HnQrWz4JzO6UmJhIVlYWZ2PL3K+Qsr36W+IMmM0/U+IuUXY4SvwndQmC7TYv20wU+1PZZOIMXCDbzNsecdZamFx1eV8lVzlsLkmCrsPasXnWFpzezDJqXXrt10OTGKY1sSa+Xnrf7L9wjYV2Sr6Z4fJmw9RnRNsot4YBvhk2YV9AkgTf+bUHbrRE4C364H7IETA76gnYB9rMTpGtqdnfaEShi7Y7A9hN6nZ/32GU9TTvXpfM7/I0r40ovh4uKX2KURCJVc8lznKWaJxfJ0mas4WXMjxQ5S26vK7QhePv6D8BSBrvsxY7SodEbkYha+bv0kyEIPZ+FyJufiFMqYrKiIwudVXSYFQFMnD9+1XfySD2swLrJ8wrth2lkSwGID5a8aOi6vn3m9oqbHK5axvfNnfdeuduyAXAU9OfeIaUVAD0EVt8m4ymo/79J2xI8W7cMedOMa8TaM52t5pM5tz+UCBrzRO0riV4LpaTAnwv719d8LbKos2wO9g6+86g7Vr+0+aZX0Ha1vM7wf8QFaWr7313Jxa9+wfgZ5OLEO+Nul86m052FirYXeH+P4vymFJBx2mwpM7efr7QYkkp6xcudF4ey0qLKaUe2757I9K/O61s06j7bFv95d3BtgW0SdmvfhPKs+1SRMh3qhxCeVmrCYNv78rsj1dWtxkhlIOjRzOZOPFz1q9L48iRTGrUiOaKK1oy7okbcbs9PP/STLLylcEy2TtgkRRuYeI1YYQVFfPxnp0syjzC0ZICYo1htIhMZHByc+IMiXxybAV5zjJ6xbfglpRumuf/I3cXC7M2oJd03JzSk/rWZL7P/IPVebtxeJx0iG7I7TWvorY1gRKXjVmn1vL7mV2UuG20j67HA3WuoJY1ltkZm1mXd4hDJTlEGEy0jk7mwXpdaGuy8sHBbazIOcbBogKMko4WcTE83KoZ19WrE2TPkmOneGtLGmtPnCbWaubO9g2JMG9n5DMv+o5JLyzlP//5D48++mjAACVASkQYj1/RnIzCUn49lMGh3CJSIqz0qpPEuB5tqB0VTo7Nzpubd/HdvqOUOF30SU7lkfrdSLaE897BTaw6fYoTZflYdCYahScyomZX6lobV9UtLxcrPluPOUSqueyQfTy/uk0IIYQQLgD9b+/I/E/WVrcZIZSDDRv2MPnNmWzdup+MjBxq106kX78OjHvhTnau3sPrn/9OcZkDbH4mcuOoKKYOv5bDubnM2L+fX9PTySgtpaY1go6xSdyY3Bqbx8VHhzfjlmXuqNWBXvHaLOwvTqxjec5+Yo1hPFKvF2a9gU+PrWZN3mGMko5+NZoysk43ki1WTtkKmXZ8HUtPK6GG/RPr80iDLugliS9PbOOPMyc4VlpAoiWMHgmpjG3RFpNOz9QdW1h7OosjRYXEmM20i4/jqdatuSI1IcAWWZb5Yvdhpu86wJbsHBrGRNI0bjlbnh8XMACTUVzGs88+yxtvvBHgPyVYLDSOjmJYw7psysplVWYWp0pLqR0ewbU1a/NEi9aYsXK0uJA30rbxe/ZxDJJE/8RGPNKgM3a3m3cPbWJXYSbptgJijeG0ikzl1tQrqRdWNXIX54I6KBXC5QNruJlDezKq24wQLlNUmcaUir9ixu9ihRo32ir6TvSSyceYipDDfccEMgP8M1Z1myRx8tBpZI0pBJfGKLUZPxNInLVT9aZExpRT9mq7lDOWqrINRB0XLW2a82FMqUyJMIO/njBhii/SGPgXAjURapiVa5MkMKZSovyaCAkpyqxfWHN/fK6uXV3gr2FM3XTjOLZuPc5NN91E3bp1ycvLY/bs2Rw8eICG9ZPxEMagQYMCyixcuJCC7GxyioqIjYvjlltuoWnTpuTn57NixQpWrFgBQKNGjWjXrh1z5szhq3aPEWmMBAKZPvdse4tuvXtQWFjIse0HkABHuMSoUaOIioris88+49ChQ7zZ/B4+OLqQHION+++/n6SkJL744gt2795NoimSUpPMkCFDaN++PcXFxcyZM4c9e/ZwY81GLDxzgttuu43mzZvjcrlYsWIFv/76K29068SjnZoq19gI3+w+zMhf1nLVVVcxcOBAzpw5w6effkoti441Dw8hwqzc1Lqvf0cRBrp27Urz5oEO486dO1m+fDmJiYlcd911NGvWjKysLL788ks8hfn8elt/bpm7nGxZx6hRo4iNjWXGjBns37+fK+NrsdNVxK233krjxo0pLS1l8eLFrF27ljENbqZbbHPO2P0jR0Uu/zOoakuJjCqRwWOvgDFl0Elc/ciVrPp4lW/mrSLGlHquAkFjqlA4qaq9oKWJIG4TZ4FVHajyGFPq+x+mq/xcg3oup5CG1yawOtV+Jlzvf2lFjSmzXmWr+e10CP1Zqfcb4BDqV+0PZDcFM6ZMAkursowpsR47/h886oybVWBMRUhmWveoz87VRzRD+dwas5ui/pY2Y8o/02+XlH7MgKIxtbXgs0teA0D93n3bYexfopMwYsuUS/4a/Vn8XfynszWmtLTjDMI7frbGVN3mSRzfmx1U5mJhTAXoYwmDDP5vRzAjyiR8UExCGVVbyip0U9GCfpHqRyWY/SzRZKtfpyklrhCAuEb+PtHUPpgx5alCxlSjhiOIjKzB4MGDSUpKIj09na+++gqj0UNZUQmNm7ehc+fOAWW++OILog06jufkUadOHYYPH05qaipZWVksWrTIp5/WrVs3LBYLO1dvYEHXh4BANniWvZBhmz5h+PDhbNy4EcvpMg6WnCa1Ti3uv/9+ysrK+Pjjj9EX2fl3q+t4eMdcwmvEMWrUKGRZZtq0aZSeyaXM7SImIT7IX3Hl5dMutgbbXGUMHz6cBg0aUFRUxPz589m6dSs/XtOPPjVTfBpTL67dwtvb93DzzTfTpUsX9uzZw1dffcXAOknMvq4XkiQhy1Dvkzlkl9oZMWIENWoEDhgtW7aMXbt20bBhQ4YMGULt2rU5dOgQX375JQ2MJqa2v4ohK34iITWF+++/H4fDwbRp0/DkF5NkDqcwxsJNN91EnTp1yM3NZfbs2Rw+cJB3W95DojnVd54L0ZgSdaVE30r1C/o/2tM3OKVuE/0x8RvqDdYI+OXi9pybaaTlO2ntF/FnNaYqYkypeytiTAXsr6TG1MXAmAqPtFCnQRJ7th9Ttv0FjCk9it/plp0cyv/+kvYNQr7T+eGCsvKFoA0PMh5knLh8i7rNg4wRA0YMWDFRt3YiEUYLFkxYMGHGKCwm32L0/tM6jwcZNx7ceJBl2beo0CH5Fj0632LwLiIkyb+I9auLXif5Fs36JWUx6PAtRmExeZdwvexbogwe3xJjdBJjdFIjvMS3xCaU+hZrQwPWhgZ0LVN9i6dTWzyd2iqDUepSRcjKyqNFixbExcWxbds29Ho969evp2XLVuw/mEG7du0YO3YssbGxvsVkMnGmqIhrBg1i7969tGzZko0bN5KTk8Mrr7zCI488AkC7du0YPXo0ADaPDYMkY5BkzDr/UuK2MWLECAYOHEi2I59CvZ0tW7YQHR1Neno669evp0WLFjyz53NOOHJZu3Yt9evX59ChQyxbtoxu3bqR7ShixIgRDB06lAMHDuDxeFi7di1XXHEFP6QfJCYmhvbt27Nv3z4yMjL46KOPeOyxx5i4aTvFORL2PD0FZ9yMWbaZu+++m+nTp7Nnzx7i4+PZuHEjhwrK+HTVXjxFLjxFLpCVdOXh4eEB1+Vf//oXzZopovRPP/007du3Z9euXaSkpLBz504MMXG0m76AY6V2Nm/eTI0aNTh+/DirV6+mbdu2rMo5Sa1atWjUqBG7du2ioKCAefPmccMNNzAzYxkmnSfg2ukk/+KRFaq5W1w8/sXlkXF5ZJweNBcZWDljAzqUHxV6yf9Mq/8/e9GC+H7pvItBknyLXmMxSjrfYpb0mCU9Fp3Bt5gkvW9R30On7PEt4vurnluELAc7beI7rS4i1OulXDNlUa+xRw5sp2q72CbfuYV/op1O779Cqdi3FEslvqWEMkoooxS7bymmjGLKKJVKfYtdsvsWt+RWFuGfMdKIMdyAU3b7rpdou0mn8y0WnR6LTo9Vb/AtFklZxH5V877LOqRyhHlDCOHvjrP7GLHfEf+pUFPc12yQIByHb9FJkn+poC8T33et/vHPtEcn9POax0niotqLbzFI/uXs747iT8m+xaL3YNF7CDe4fEu01e5bopKUxdgs2rfIXVohd2mFp24931KVyMrKo0uXLsiyzNatW6lXrx5btmyhpMRFTkEp1157LXfddVeAn6DTKYNSo0ePZu3atURFRbFhwwY8Hg/ffPMNPXv2BODaa69l2LBhFLpsWAxuLAY3Zr3Ht5R5lEG5MWPG0KpVK/YUZ1KnQT02b97M6dOnMZlMbN++nTKzxJ1bviEsIZZt27ZRVlaG3W5n27ZtWOJicHjcmv6KKT6OJZknaNCgAbVq1WLHjh3YbDaWLFlCnz59mLR5O7JH+bbuyyvk7e17mDx5MqNHj2bLli306dOHuXPn8vPhdJafyFK+wR58oxlRUVG+a1KjRg3efvttIiOVycs33niDpKQkdu3aRe/evVm9ejV7S4rpt3QeibVqsmXLFvLz85EkiW3btuEON5NWdJpWrVoRExPDtm3bMBqNbNiwgaYtmvNN+l/POlw6PViLqKL3o7xjtd7jvxoeWQ5atCALi+rPiL/LtH5XlecHaR+rrInbNO0V/mnvP3d5GbdvKa/OGskxSJKER/IEDUqJVvvLu4WlfNsqqieEvwdCoXzVhLzTRUREW8mzFVd8cAj/c9x8cy+effYjfv31V9+2pk2b0r9/f9/M3bFjx3jllVcCyun1ev773/8yatQo5s2bR7eERFaV2Hj//fdJSkq6YHtuueUWDhw4wAsvvABAUlISjz32GA899BDXXnstZWVlPP744wCEhYXx5JNPcuuttzJ9+nQ+/fRTGofX4EDJaeLi4rjttttYu3YtBadzfANkAMXFxdxxxx289957pJeUUC8ykt15+eQ7HIwePZqnn36aefPmAXDFFVdw00038eXSX3i8i8KOkiSJl14az7jnn2fLst/ILLZRq25dnnnmGWbOnAnAM888gyzLNI6PYsaMGbRu3Zprr72WTz/9lJtuuomTJ0/yzDPPABAXF8fjjz/OyJEjSUtL820HsFqtDB06lHnz5uH0uPkru7Juw9ux6csNf1n9Ifzv4Shzcmjnqeo245JESCchhOqGrdSB3qDD7Qo9ORcjbh7Wi88++8z3/y+//JI+ffrQsWNHlixZAsCGDRuC/Kc6derwxhtv0LZtW/bt20ePxGTm55xh6tSpf4oN8PDDD/Pf//6Xd999F1AyUd5xxx189NFHjBw5kp9++ok333wTUPy8kSNH8tprr/n8lQbh0UH+yoYNG9iwwe8XJCYmcu211/LyH/7QtdWnstHr9Tz22GM0b96cI0eOMGfOHE6ePEnLli35avdhetdWdN0MOh3//Oc/mfbxx6SEWzlZXMrQoUPZt28fa9cqA0i33HILEpBstfLFF1+QkZFB27Zt2bhxIw8++CAzZ85k6tSpALRu3Zq7776bd955h0WLFrFokT/ZUosWLejXrx8/fPL1BV/TyqL7iPYs0xicCuHSxZmsAgyG0G/X80XId6ocKv1rLjc3t1LHFRUVVXzQZQY9Rh/tEMAhCO+ahO0G77pJMmAvcIJd9oXTiXMAYpp4uzf8z1XO46duF2cVVTaUWEZkSEkaU4OB6Vm9lFEhvE/WCCHSBYh1Bv4FhSGlIswrdB6m99cTINZpVmjmMVF+Cro1xW+Tvl6sYkeLJn6bIv462uJTY27lzJkC3nlnLomJiTRo0IBOnToxZcoU3zEWi4XatWv7/n/ixAl69eqFx+Nh3rx5/LNVU5anZ3KiTKHSa4mCW/VurPqKwzY6d+7M6tWriTWG0zwilVWrVvHaa68F7DNJBnrFN2PVqlW+Qar+CS0ZkdqFE2W5vLR/HrVq1WL79u1EGaxMbHojo9O+ITU1lbi4OEaMGMHChQsBiHRHU1pkILdQuV/R0dGcOXOGZKuVzLIyzpw5Q5cuXfj2229Zf/AMEmB3ubn11lt579VX2DrqOuq8M5v77ruP779XaLjLHhzE4dwi+tZN5r+bDzJpxQ5SU1PJzMwMaEe00UzPGkobb731VgDurtuKr07sJiUlhaSkJIYOHcpbb71FhN5MrCkwxE0M5VMhUsftAjVc3V5eemLZBduXH6JESN0co0HME+nsNo3bKbKFVDZ8ALtR3S2EJHhEwVW1rGCc2GYxlNdnu9AOt09UPNg2MeTFVI7QuQpnBUqn4nVUQ/icgp2+vqecatSZNCfaWRBdOpfmdgCdwEwy4qdLq3WKIdLJzeOJrRHJiYwz6LwhtCahQzNqTOXqNJhPNre2PQbvdTRjpnyLL02o7LiqrvNyRsh/+nMQxc8B8rOLA1hSZx9XHi6EFfVnGRpir+ET0xa2qesByTA0fCujILZtFPZbvD5VpNHvd0ZF+v0oU6rXx2zq91Xc9RpU2v4LwWefPcfp7HxWr95NXFwcnTt3Jjw8nK1b/SLekZGRPv/J4XCQlZXFzTffzPLly9m3bx8v9GnDjA0HKPX2sWe/QxJgMSj7nB6x7w72VTt37sy///1vusXW4URZPqtWrfJlsOzcuTPz58+nVVQisiyzatUqhgwZAsBzTbsxJKUhc9P38PbBrT5/pUdCCtfWqs1Lu7aQlJRErVq1uPrqqxk7diwpYWHIsgQeKHG4sFgsmM1mcnJySLRayC6zkZ+fT6dOnVj5w1w2p+eADE63h/HjxzP/y8+ZM6g33WYvZOTIkUyfPp14s5k5/ftxMK+Iq1Nr8vi6NawqLiI8PJzs7GxfOz799FO6xKZyxlHKqlWr6NKlCwA3pbTh59x91KhRg0aNGtG+fXsmTZpEkjnal0AGAvthdV1rG5T7Cffv9x6we8WhS65/r2yoXkCZCwgP1ArVO5+6PAGspODnXgzf06pTLaMVsldenR7JQ6eeTTly4BS5eYXe8uWxs8r/baMVvhe4/fITdg35TpVDpQemEhISNAc0zoYsy5U67u8Oc5iRGrWi2b3mWHWbEkI5yMzKpWXLlkybNo26deuyYMECdu3a5dvfokULH4PI5XLRtWtX6tevz/HjxwHYnZtPSUQU//7XSwBs376dzz///IJsSUxM5MCBA8QYrMQaw8jOzycxMdG379SpU0QaLMSZwjmcf8a3r3NMfXIcxby0fx7Dhw+nY8eOjBo1ir4Jzcl2KB+VWbNmkZqaSn5+PnPmzAH8P9KbRMUAisbBQw89xL333kuTJk0YMGCAbwbuqtmLfXa2bdWSJzs1Zu6eY9jcMvfeey933XUXvesnc6V3+eCP3byybBsTJ07k1KlT/Pzzz752bN++nTiTmQSzleNCG3cXniEqKop58+aRkpLCvn37WLJkCcVuvybZX4WUxjXIP5Lzl58nhP8dDuxIR68PhdiF8L9ByH+qWsQlReIodZJ5tHIDfiH8b6HT6cjKzmPw4ME899xzNGjQgP/7v/8jJ8f/Hb322mtp1aoVALt37+auu+6ifv36HDt2DEmCVUezqN2qDWO9k1OLFi3it99+uyB7EhMTycvLI9ZopdhlJ/8s/0ndJyOTl5fn23dVQm1+yzrKv/dvDvBX3mzXneOlBaSmpjJ37lxq1arFhg0bWLNmDWGCPlyzmGhKSkrYsGEDjz76KK+//joDBw6kWbNmJCcnc6SwmJ6C/3RVly482roZX+w9RFJSEgMGDGDUqFEMb1if9gnxtImKZ8yG9fycfpK5c+cyffp0jh07FtCOOJMlqB2HSs7Qpk0bPvzwQ+rVq8f333/Pnj17aB0mZE38i5DcuAanDpz5y88Twv8OyxZtrZLQ5xBC0EKlB6bGjx8fcpiqEJlHc8k6nlfdZoRwDlx3XQ++/GI8nTp1wmg08v333/Pss88yceJEALZs2cJVV10VUCY3N5f4+HgA8uwOSmQn69atY+DAgQwePPiCB6YKCgoIDw+nzOOkzO0gPDyWgoKCgH15zhJ+Pb2L2s0b+vatzj3A8py9XHvttbzxxhtcffXVuIttDKvfEYveRJTBzJVXXgnAU089xbfffsuVV17JjycP8VPGETbnZRGmN/D0008zdepU0tLSyMzM5LfffqOwUBnY2rZtGwD5+fn07t2bVjViefb3TfTv3x+Hw8HKlSuZcfOVnC62ccfM5Sw7dIqnnnqKQYMG0a9fP/rWSmL5ySxfO7JspfyYfohmHTv42pFRVkyhrYTOnTsjSRJTpkzhgw8+4LbbbuOBbf9FEoT8nR6INEQwIKEne4tPkWFPJ9ueg0FnoHPUlaSaG5FhP8bGghXYPIpgtYzCOqxlbkS7iN5kOo6xs2Q1Oc4MZn1tIoFkOkdfRaLJLxQawqWLHoNaknk8l0NpoXC+84WMFDDLXlV1Xs4I+U9Vi72bTuCyXW5cxMsLN9/Ui/HjpzNr1iyio6NZv349u3fvZv78+QB89913PProowFlcnNzad26NbIMBTYnhdnZrFu3jlGjRpGTk3PBA1Oqb1HidlLmUXQwz/affsnPQIfEjRERvn1TD2zk16wjAf5KvbBIbqhVnz3FOXy4fDGdO3dGp9Mxbdo03nzzTR555BEWHj/B+7t3k5abh1mv47bbbuOdd97hwIED7Nq1i1WrVlFYWEiTJk2YNWsWABs3buSBBx5gYI929JiziMeeeorFixeTnZ3NXVd04UB+ASN+X8bh4mKmT5+Ow+FgzJgx9Euuxe+ZJ33tWJ2fSZHTQUehHdn2Ik5t3EinTp0wmUz8+OOPjBkzhilvTObZ3dN9fZPKvkg2x9M3vjtpxQc5XHqKPGc+EYZw+sVfTYo5me2FO1mbvwG37PYxo3SSjlYRnWge3pb9pbvYWriBXGc2kd9GEe+pSceIXlj10Rd0/0K4uHDHqKv54Zs/KCmyVXxwCD6EfKfKodIDUxMmTPgLzbi0YZJNGDDj0gjaEMNHJJXULYPFaqLXDW1Z+JkSey3SxbUy+alZns6GXjZ4yxiFMoG097PX9RoPshhu48ucJWwzSCJVWl0PrkcMWTILTEw1rC/cIIby+ann4SYldMcU7r9ehhR/Fi0aKjM7npp//QwPwBNPvMvXX/1Gr17tsFrNLF68npUrV9K6deugY2fPeYW6dZOZM3s5H364gJSUFFq3bs2etF24PDKzZs0iISGB3r17B5X95PgywvRm9JKOgTWa0S2urqY9+/bto3379mTaC8i0F/BIy77s37/ft2/YsGF4kMlzlnBNy5a+fctz9jJgwAA+/PBDBg4cyKFDhzAajYzZM5sSl41USxx1rAZ2FZ1gyZIlPPvsswA8vnUFoIQrNm/Zmq1bt3Lffff57Fm+fLnPoerbty/gD03bf6aAw3nF/N/IkXz22WfIskyLpBha//t7ckrtPPbYY9x999307duXgoICrHGRuGWZffv2cdVVV1HqdlHqdtFSaEeGrRij0UiK3kK6rYilS5fy8ssvA9CoZzvq1g28bkuWLGHqkemYzWbatGnDNa36k5aWxrIti7g9+THW5C8hsVksXbv285UpKChg1qxZSBjYUvw7nTt35t6Bt+J2u5k/fz7fpn3MkPh/0ADlXOFC71ni8r+zaqY/kQ4uhriqb48nIARFhRhmGBwWZ5e1f4z5z6WdzU4N5RW3qX2CVla6ykArrE/sR+ze7KBqllAIzDxzth3gp567JH87nfj7Ppd3XaR+67xtNkhCthPhNDpv28U+dNnirQQlpBUurSxkIlQzjorNVUMWxcynOuEu6mQl3tPgkzMO4e+MkP90bpwdqnf2+tmDejUbJhAdH8aW3w9UWPfFPh6ohveJIYmiyb5QPmGjWQjrs3hD16yCNIIlyr+ur6kMBnga/bXheyrcbjeDrnma3buP0r9/JwoKStiwYQ+bNm2icePGAccaDHrWrP0QnU7ilTHvsmDBAh577DGio6NJy87H5c7lyJEj9OvXL+g8TtnDC7t/AcAsmRhRuxXNIhMwa0gj7Nu3j1atWvGmV6pA9C327dun6D25nUH7fs06EuSvFOv1DF3+Mxm2EjrEJVLicpJWkMvy5cu56667ALh96XJAkUColZDAoUOHGDp0qGKr2czRo0dZsmQJhw8f9vlPLpeLOLOZtzbvxuZ2M3LkSMaMGYNRp8PjlOiycD5IEh9//DFxcXEMGzYMt9tNDZM1oB0//PBDUDtyZDuSJFHXEs/RsjP88ccfNGnSBJfspvdtg9DrA32AWbNmsfbQTiIjI+nQoQNdGndn2bJlLM9ayfCUYfyYvYArrroi4H4eOXKE33//iTxnLhsKVzBo0CC6dRtJfn4+3333Hd9nfsINCQ8Srr80M4edT/ie6luUF56n5QdpnzM4FK8i4fDKhu+Vh/LC90R8/ckSRdT9HFn3zuecIYQg4rwUg48cOYLVaiU5Odm37d///nfAMdHR0YwcObJqrLuMUZhbyoLP1pabzSmE6oPD4eTDD35kyJAhZGZmcvhwBv379+ehhx7yiY+LaN68Lk2b1iEqKow33/yG//u//+O7775j3LhxrFmzhoiICDp37hzwQzg6OppevXoBUIoyU/jc7p9Y3G0UFr0x6BxfffUVL7zwAv379+fkyZM8+eSTvix/s2fP5o033uCGG25g586dPPvss7zxxhsA9OjRg++//57nnnuOpKQkkpKSOH36NLt376ZDhw4kJiaSlpZGh8YdeOWVV3waU6CkLh87dixbt26lefPmWK1WioqKuPPOO6lRowY//fQTTZo04aabbuKtt96iZ3I8z/Tpx00LlhMfH8+QIUN48sknAZi8cie5ZQ7uu+8+Jk6cyP333+8b5Nt59CgAM2fOZMKECQwaNIjDhw8zduxYnn76aQB69VLSKh86dIgrarVi3LhxPlubN2/uo6yHhYXxxBNP0KJFCwCeeOIJbrrpJiIjI/nxxx95eZPCdrN7yujffzjDhw/3ibGqYQZbin9n8ODBfPrpp7z88suYzWZWrlzJNddcw9btK2gQfvf5PE4hXIS46R9X8uucTRQVlFV8cAgBCOkkXBhC/lPV4eC29MtwnvjywI4dh1m2bCt33XUX27Zto7CwlFtvvZVrr72WyZMnBxyr0+lo314Z3Lj3uq7c9NSnLF26lB9++IGJEyeSlpZGYmIizZo184WsAdSsWZOrevVCjTk4fvw4O9OWMrfbcE2bPv30U7788ksWLVpEXFwcN998Mx06dADgs88+49dff+X7779X7Lj3Xvr37w+g6a8cPXqUvceO0b9/f8rKyjh17Bg927Rk7NixzJgxA4CUlBSmTZvG0KFDKSgooGvXrhQWFqLX63nuuedYt24dBw4coE+fPjRu3JhPPvmEOxo34PbGDRi8cAndu3cnMjKSxYsXo0PmX1s2IQP/fust+vXrx0MPPUSPHj0A+M0rLzF9+nTmzJnDggULiIiIYMSIEVxxxRWAEjaZnp5OVlYWA5sPZNSoUYwdOxZJkmjYsKHvOtWrV4/Bgwfz1VdfAfDee+9Rt25dmjZtypgxY1g/bx0ePNg9du677z7i4uJ8yYCKi4txyU42FK7g+eef57bbbuOtt96iYcOGbNu2jVatWpFWso4uUQPO74EK4aLD/U8MZtrUn6rbjEsOId+pcqj0wNTmzZvp0qULs2bN4uabbwaUmZGxY8cGHKd2dFrskBACccfYfnw7ZVl1mxHCWdDpdHg8HqxWKxMnTiQxMZH09HReeOEFvv32WwDS09NZsUJhFRmNymvUsGFNXnviDl6YNIlNmzZx3333MX78eAoKCli+fDnvv/++r+y+ffsCaOxbt27ltZ07KXY7WJ5zCFAyz5WUlKBDIisri+uvv54XX3yRqKgoJkyYwC+//EKn6DpsLjzBwIEDmTBhAklJSXz44Ye+LHg1atRg0aJF9OrVyzcQtm7dOnbv3o3T6WTkyJE0atSIvLw8li5dGvBDqayszDeYFhMTw6RJk4iNjeX333+nd+/e2Gw29u/fT48ePThz5gxLZ3/Lr8dOUeby0LlVK6ZOnUp6ejoAs3YeBZQfXr/99ptP1BwUSv/J48fJz8lh8ODBjB8/ntjYWP7v//6PBQsWAODxeBg7dix16tTh9OnTfPfdd7z//vvUt8bz+fvT8ACFrlLuuusu1q5dy549e9BLOt544w3eeOONANF6EX/88Qfjxo3z/b+2uTEn7AcYMmQIH3/8MR999BGg6Ildc801vLX57fN5lEK4SLH617TQoFQI/zOE/KeqRXRCON2HtGTxjFC21IsNZrMysZaUlMR//vMfIiIiOHz4MDfccAPbt28HFE2piIgIjEY/U+e63q0ZcV1vRowYwe23387YsWNJTU0lKyuLuXPn8sknn/jKNm/ePMB/+uGHH/htzjxKXA7mZ+4D/P5TuN7IypUrefrpp/nwww8pKyvjlltu4fjx4zQKVwZWRo4cyeTJk5FlmZEjR7Jz506gfH/l2LFj6HQ6nnvuOWrWrElWVhbvv/8+06ZNAxTGTFmZ//tSr149HnvsMUwmE7Nnz+Y///kPoGh3fvbZZ8oAXvYpJm9VBpkaNWrEhAkT0Ol0OJ1ulmUqIeeSJLFlyxYeeOABX91vvvkmjoJC1q1bx+OPP857772Hw+Hgtttu4+DBg75r8eqrr1KjRg3S09N5+umnmTNnDnWtCbzx0qu4ZQ8lbhuTJ09m5syZlJWVoUPi3nvvBSg3hHL27Nl88cUXvv83tDbnUNkehg4dyksvveRjbw0YMIBu3bqx5ZfdFT0+IVwC+Gn22uo2IYTLGJIcFM+gjX/+85+kpaXxh5AK1e12YzQaWbBgAa1atUKWZZ5++mkiIiL473//+5cZfbGgsLCQ6Ohoukc9gkEyU4YSb+uWtDMRGGXlg61mbAqPslBaqISwlUdhL5SUlJx2yf+RE+mTaiifmIVKL3tDW4RxRyv+VGIWSbEjIFOY8BiooTciDdQo+R0INfTHLGSxCjMo61FCKr54IbImyaLYnGzxh++lWP3xyQkRJcpxDfwpSK3dE33rnt5dAZATk/hf4KOPfuTFcdMoKCjxbatTJ4mXX/kHERFW/nHf/1FUVMrQod2Z+/0kX6iBLqOQWT8s5u2357L+SHZAnSNbNKKxKZFJuzZS7HJyNgYnNaFxRDzvHF5H3bp1WbFiBffddx+lWw9zd62uTDn0O4dLFRHJSL2Zxxv05mhpDit1WdSoUYMtW7YAivMydepUnnrqKXQ6HS5XcPhXTXMCSJBu84tSGgwGEhMTycjIoEGDBhw+fBiT977rzEZsNv/9qlu3LsnFNjJsxdz2yCM0atSIUaNGAXD11Vfz+++/I8syV199tY+R1KdPH5Yt0x6IHdupJQMSa/PU2vXsylPmQc06PXaPmw8++IAxY8YEOHpheiM3p7bk/tp9MOj0LD+dxbh9X7J8+XK+/PJL5n0xl+caPcjm/GN8e+pbpkyZgtPp5JVxE3mg1rN8mfEe/xh9D7fddhu7du3i4MGDfPjhhzjzPZR5Srn51ht5+OGHueWWW7BYLMyfP5/Ro0eTtvog1yUojIby3h+tGQy3sM2hcYCaZUnMHljm8vcjNo9yDyvK3FJR9k0xjFcNyTUKYbp6IRudGkIi2u70+A1UmyzaIV6HUo/yjDsFardqn1EIObQLMXTFkvK+lUr+fkAM5SuTFc0MsQ9UQ6RNUphvmwmrvx3eMGeD7O8Pr7v1ShZ9p/yoVftQq9CHhkv+/lK9TuKXUr0fZUIGVqfQDrUPN2PEJdtZWfgeBQUFfyrleXVD/d7NaPcMYXpzxQXOA6VuO/due/OSv0blIeQ/BUJ9lq6MehSDZPb1IWL/JbLJ1ayjom8UHmWmtND+l2flE6HWX1496n6xHxU58QbvdjGrnpoB1CzEe4cJU8ZqyHiU0d8BJZiEDKMWpX+sG1Po25bS1J/d0dKnDgDuwf8bpoosyzw99gPeeWdOwPZ27Rsz+c2H2LBhDxMm/Be328PYsSN49TVlkEXKOoVbH8f7z77Bh79u48ApvwZrpMnIwy2bAfDvbWkBIeMqnm7amX1FufycdZQOHTqwfPlyGjVqxHXWJJpFJPDKnlXkORUfpn54DBOa92TakW14mtbm4MGDvux2YWFhvP7664wePRpJkoJDvoF2MTXIKCsm2+73SWrUqEFBQQFut9ufkMZopMgZ6Ovp9XoiIiIYWiOerw4e5quvvmLdunW+waqePXv6+okhQ4bw008KM6VDhw4+H+9sfNjuGhyyh1f2rCLHUQpAlMGMy6TnlVde4emnnw5oR7wxguuSujE0uSs2t45fTm/gm6ylnDx5kiFDhmDfW8DNKYPZWpDGvKxf+e233/jss89YN28dd9W8k1cOTuTzzz8nNTWV48ePs23bNqZNm0aUJ45sRwavvfYaKSkpjB49moYNG/Ljjz8qLLDcZLpHDw7wKUSfwe29reLdlTV8q4CwOI1tIrR+4WqGuJXzU7iyIXwBdvrC7rTD97T2Bx7rKd/OcjLxyZJWWJ2seaz/PJULuzs7lO+6W3sw/7vVFxTKV1EZdb/q13lkJ0fyF1zSvkHIdzo/VJoxtXTpUl9YztlISUnxabzcfPPNvPTSS1Vj3WWOa0Z05vtPVle3GX9bTJ06izate7Fj5wqefDKQAv7Pf17PqFFDOXLkFHl5xSQnx5GaGo/O+yN10KCu2O1OoqLCAyuVZYZf24XhFkjPK+ZUQSnGo3YaRkdi0OkoOGXm1jqNySn2/zB3ufXoJQmr3syYnYvo2bMnH330EV988YWipdR0MO2iazGj3T2cKMvDIbtoEBaHUafn/SMrsFgsrF69mkceeQSdTsejjz7KunXr8Hg8JCQkMHHiRK699lrsdjvz589XWGDuWJ5pOIIyTyHr8vbxyfHFbN++nQceeICMjAzWrVtHr169aFNoYk3uUUY8Ooq4uDief/55NmzYwNixY6lxJB0nLnJzc0lKUgYMO3XqxIsvvsiSJUu48cYbefzxx30DU08//TQ1a9Zkz28LqR0dzpnEukyePJkrrriCa+vXpEN4Df64bjB7s0ooc7t5dedmiurU5KabbuKxxx6jfUwyW/MzASh1O/nyxDYOFhcwpeXNLDmznUaNGtGxY0eGDh3KVbEdCdNbaR7RHLMu+EOgk3Rs27aN06dPk5+fz/XXX8+mTZto27YtzkI733//PXfccQdpaWkYDAa+//57Vq5cSZw+pcqevxCqD6eOh7J5hfC/Q8h/qnr0vbUDP00LzdxXB87lO0mSxJS3HuH1/3uQgwfTKS21UatWDZKS4gDo3ac9jz52E7IsEx5uDSir1+t5YnBHRl/bgcNZBZzZmUGs1Uz92AgcGcqP7IfqtcXpUX7I2uzqZK8Bq95A3+Xf8cADDzBq1CgeffRRTp06xfVX9qRJRDzXJDfgUEk+OnQ0CI9BJ0lMO7KN1NRUvvjiCyZOnEhkZCQvvPACkyZNAqBp06ZMmjSJnj17kpmZycyZM3nrrbfokVCT51t2IL2smOmH0vgy4zCnTp0iJiaGyMhIjh49itls5rnW7Ri3ZSOff/45S5Ys4bvvviMvL4/U1FSaxMRg1unIy8vz+U933XUX3bt3548//uCll14iLi7ONzA1f/58hgwZQtOcYjblZdP/ztvp2LEjDzzwAN3iaxFuMHJVbGMOlyrftoe2LeD6O26jQ4cOyLJM68ia7CxSGOw5zmL+e3IJ+a4Sbkm5muU52xgyZAhZWVls3LiRR+reSqwxmrZRzZmX9Wvg/fX+W7RoEW63G4/Hw6hRo7jhhhu4+uqrAXj77bdZsmQJ+/btIzIykgkTJnDy5Ek6RTatgqcvhOqExWri0L706jYjhMsYlR6YOnnyJM2bNw/YJkkSbdu2JSzMP1OdkpLCyZMnq87CSwB2nLiRcEjKbIw4OiwK4qqTeW7vzPrq5TtxmRy4nNoMK+VYZbZFHGV2CbP0Hi87SycLwru+DBtimWBxc73Aggpkf0jec/vLiALGOo8UVEYdlxcmCgMEn42ScoRZJ7C9hFF4vVfMUyfKK5mEx9MiCKFXEd55ezZbtkxg5MhHg5wrUEL6GjasqVnWbDZhNpuCtsuxieA2oUuMplZiNLUAp87fiVuKnFgAsyA2qRCaZDweO72SUnhh5UqfRtLDDTpyfWoDJMmJ3WWgcWSMUsYTOGUrSRLR0dHY7XZGjx7NihUr6BrThIKSUh588EH0ej3t27fnrbfe4sMPP2TEiBFk2PJJMseQYKzhbZN/AKewsJDIyEiKcsoocSlZbKxWvxMZFhZGod1DscMdkOFm2rRpPP/889SpU4fU1FQsFgu1atXi5Ekla0x0dDR2twenSyY6Oto3y2Qx6in02IgxmWgUFc2p0hJ+z0zn45fH88UXX6DzyEQbzXTs2NEXErl06VJeeOEFsm3FrM7dzUtPvczs2bMpKiriytR2GCUZq14KmkM3StA6ogPLfv+VOGMiOnTMnz+f9evXM2jQIL777jv+/e9/k5mZSWJiInq9ntmzZ/P888/zxqtvUuR0o5N0GAUBWvEs6jsgEqNElpTbuy7Oqp+9DwJnu1T2U0DiAjFhgfddFdlJerFPUMtVQBkQZ/dV89zaE4m+mU5x9lrsJ9was37quktj1ixwv7+Pc1Aq7Fe2i32bzsumcMlCggihmQbvuUQGaSDLIljnT2yyZjsJZpUGiDV761Sd+MsJIZ2E80fIf/pz8LERhPd215ojQceV9z766zn3eSrLqBLr+bMsrIrKq7v1Ab6VwGb3+lRGg9D3W4WDoyP+nIEaqMh3AkXioHlz7WQuYWEa/lxUNJIhAcItSEDDCCv1bEI/b1b696gwPeqXyuENBVTGqVz0TEzho48+4qOPPsKi0/N2h6tomxCJ7FH8rnaWKFxuHSonR732Op2OuLg4SkpKGDRoENu3b+eWms3ZePwUw4YNw2w207NnTz788EMkSeK9N6cwpklnkowxJJuj0Ol0PgHxwsJCTCYTFouFM6VKRERUVBRGoxGHw4HBYCAsLIy8Uid2j4ewsDCOHTtGXFwcEyZM4IYbbqBOnTokJCQQERFBYmIi2dnZFBQUEBkZieN0MXa3h7i4OFwuF3pJwu3Rk2d3YSSc+mFJrM09RrajmJEjR/Kf//yHWpY4il12br31Vt8A+ccff8zPX/9Au8hWHCvL4n1vsppIQzgtIxvj9Gi/LzpJT/uo9sz6dhY1LbUpdhXz888/k5mZSdOmTdm7dy9z585l+vTpvPPOO8TExLB69Wr27t3Lul+20jr8ymrp78tjVGkxpf4MS0pc12JJievl2aRpp8+fqki8/Nx1VpYlBcFMKQAkGeVfxYLm57JViyUlbr8c9ZdDvlPlcF7i52dTWnU6HVu3bg3Y5vF4NKmvIQQjMSWG7Iz8cw5MhXCJwV0I5WROqwxur9Oc9jGJ5NpcNI6II8ZkocxZsedrt9uZOnUqAFfENubJ+tcz59RqTtjOkGyOBWDTpk28+eabPh2pHEcBSeYYzfoOHDhAy5Yt+e8GJaSkRYsWrFy5MmDfW4sXAzCmRQufloHT6eSVV14BID4+nho1ajBt2jQGDRrkK/f+mXx2ncnn6Zv9Ggg9Zy7GLcu0iI1hYZ/BfHv0EGFhYYwYMYIuXbowpGZ96lnieX/nNm688UYAbDYbSeZIVuUexK2Tuffee7n11ltpEdGQeFM0+c4iFp3eiM0jhIJ5SlmVt4QT9qNE6KNIMdXGJbvIdmYoGQK9g2+dO3fm//7v//B4PHg8Hn755Rf69++PCycOuQyLdBZTLoRLBmERFiKirRUfGIImQs7VhSHkP1UtkurEcjQts7rNCKEKIbvz/tQw/qttr+Cm2g3RSRLNo2Kx6oMnD7WQnp7O1KlTCdMb6VOjLne37s/EvX9Q5LLTMDyWEreDJUuW8N///pcOHTpQ7HZS6LQTYwoeYCspKSEjI4MWLVow1Rt616JFC59/pvpBU71M8hYtWrBgwQJiY2PJyclh+vTpANSqVQu9Xk9xcTGPPfYYBw4coEWLFnzsDfNr0aIFW7duxS3LXLliOjaPi97xDXir1VDmndpFy5Ytadq0KXPnzuWOxC4cKMnkp59+8vlxRUVFNLYksTJ3K6mpqfTp04d77rmHbjFt0Et6jtuy+Sn794C2HSk7wm9nfiPdlk6sMZ6a5lpkSdnkleVgs9l8/lOnTp245557AMjPz+ePP/6gY8eO/L5w+fnczhAuQtRIjkGnv/wGjf4XCPlOlUOln67U1FTS0tIqPC4tLY3U1NQ/ZdTfBXk5xUTFhlV8YAiXDgyxoPtzP3qbR8XTOS5V0+mpCC80up4JTW6mYVgyJ2xnePrpp2narQ1lFg8NGjRg1KhRrFmzBoAkc1y59UyfPp0xY8ZQp04d+vXrR9++fX2C6tOnT+eRRx6hcePGdOvWjZtvvtkngNmlSxff8vzzz7N582YGDRoEwOeff84tt9xCly5daNKkCQ8//LDPCWvQqBGff/45u/Py+SPrFN8cPcCwYcPYuXMn+/btY0TdJtxXry0vN+nBDea63GCuy52xzZnacjiLstMYOHAgxcXFrFq1iitj2wMwP2sZO9hN165dSU1NpWbNmnTt2pUDhjQy7CcYcOPV2GsWUBCTxT//+U+6dOniCztct24d999/P4mJidSpU4e7776bdevWYZQsmKXQO3spw2F3sm/Hieo2I4S/EUL+U9XDVuLAZDmvudUQLnJIhmQQmPznC50k0Tk+iY5xiYQZgrMbV4S53Ybx7zYD0EkS+U4bk157jeim9Skx6mjbti233norq1evJtZoIdpYvlbM9OnTGT9+PImJiT6hclU3avr06YwbN47k5GRuvfVW6tSpw8KFCzl06FCA//TZZ5/x7bff8thjj/nKPfnkk9SvX59evXoxaNAgvv76awCu7Nubl19+meU5h9lXfJqlpw/yj3/8wydkPqBGK0bXH8id8VfQV9eIvrpGDIu5ggfqDGJt/i7uuecefv75Z3Jycujh9Z++yZhHQWwpXbt2JTo6msaNG9O1a1c2lm4ky5HFkNuv5VTMSdw17EyZMoXCwkJfH7d+/Xoef/xxoqKiaNOmDUOGDGHdunVE6cv3OUO4NJBzuoCTR7MrPjCEEC4Qlf6q9+rVi08++YR//vOfGAzaxVwuF5988snfLqNMmVSMXjJh8wr36oXLqgrvQmD4CUBOQR4lpWWUSaUBwrxiGd+6MCrq0RBXd0l+lo7kFT8Xp57cshA65hUeFkN9xFkqNWxIksVQPVHgWGmHLNSpHqkVCiTCLdTpljVCaISmyTZBNFJDwPtihGwtAwwQ6R+80McKwvNFSrinTu9vm+wVifY4/dfDbvNfW5NDuShlDv9zUeZU1k16iZKSEn755RdAEVfVSTJhBuWcp06d4umnn6ZBgwbk5+ezYsUKXnvtNTpHtyDSEEW+08ma/D2AkrmltLQUo2Rgzpw51KhRgx9//JHc3FxuuOEG8nJyeaReH95fupQJEyYwc+ZMSktLuf322zl69CgL+wzBotdjtLgZvnQpp06dYu1aRQPkv716ct+KP7jrrrt46623sFgsvPjii6xYsYLakWFIkuQLJTxaWsjR4iLuqqtoUNUJi+DKxGTKygzcUqsZhTa/Q5he6mZ38Sn6Nx7Oq6++SoTeSpeYJhh1MgWuQlq0a8EzzzzjO/7FF1/k9ddfZ82aNTRv3pxnnnkGq9XKvn376NevH5npWSSb6jNu3DgmTJjAwoULcblcLF68mKlTp9LA3BWnRwZkZOFZ1ms+60JCAWFaQw0fMAaEfnnDZ4U+QqSY6zT2i6G2amicGL4SUL8qzq8hFCzaGci8rtzctRi+JwqZq5TyigSJxf2+xA2S/1kXAvSQ1L5LEvue4H6kPJo4QIOmKSSlxJOergj/6zXFOEXBVTWUz1+n1vX2CHao53TixqVBnb+UISMhV3F4YlXXd7Eh5D9VDgHhyxpheeL+nKwi3B45sJ+UxPcxeCq5or5II2LwfwbRXzqf06vldEJ4HwYxlvnCB3r+l5BNJmQyUCLiFJsl4aJI3tdGJ4jAG9VkHMIYlGTQ6M8F38ph918Po07i1KlTvsk6o07CI0tEeAWKCwsLmTx5MqmpqWRnZzNjxgzeffddRjfojNNtIMdeypKsE1itVjweDzabDbNOz6uvvsqLL77I0qVL2bt3L0OHDqWWNZzrazXk3XffxWq18ttvv3H06FEGDRpEBDp+6j+MEm/Ck/7LfmDfvn0+BtK/2/blqQULSE5OZu7cuRQUFHDzzTeTmZlJnNGKXq/HaFQuwrrcdNzIxMbG8s4779A9tiFRhkgABiZ29bXd5taxp/gYpW4bSUlJvPfee9S31qKGORGXDPmuQm7ocxO33HILWVlZdO7cmc6dOzNq1ChOnTpF7969efLJJ5FlmS1bttC/f3+snnAiDNHccccdTJo0iT/++IPCwkJfFuk+MbdU+nm4mKGyWs8nFK/COgPC2dT6zx0upyV4LqKi8heCLle24PjhTPJy/AkWtATPQwhGyHeqHCqdlW/Hjh106tSJwYMH8/HHH5OYmBiwPytLYR0sXLiQTZs20bp167/E4IsJqtJ+i+jbKzUwpTtrIKZOgyRS6saxdnlauQNTKtyC5oqYoU+rjFFWPqoGIfOVWfb/mLd4M/SZJf85xUfbTfAPMXFgSs2oFa73nzPapGyLM/vbmCAQfpLMSl1JQla+Ghb/T86kKCULV40G/ix45i41/OcfcKXyNy6eC8HUqbN45+3ZAdvS08+QlZVFUlISNWsm+LaPfuKWcnUTKoJEHDIO9MsX+bZ5th3zrTuOKwNTjkLhR6yaiaScgSmHQ7lPWgNTe4qyeWT7D+S7yqhpieX9VvcQbjBT6tYzP3MD8zLXk+P0f0AA+sV3ZFhKf8w6E/8+8g27ig7SvXt3fvnlF2rWrMk14Z0JN+j5/MRvvg9kbUs8TzcaQJuoWizK2sl7R3+n1K3cy5qWSF5peRWD6yt9gsnq4vujR3lszRrK3G7610xl1tV9WXIqnSdXr+dkiTdrjMnIlN6dqBcVzvAFK8m3O2gcE8WC3oO4ZcVv7MxTRDzf63QVw+o0oqTU6ywKA1O5dj1j0maxvVBhwIysPYCr4roBsC5vFx8e/17zPll0VmyewPeohrEmV0Zfi1VXg01Fv7C/bHPA/saW7jS39sLgHRQxBmSw09CLqmBgSsxqqWZrKhbCeu0e8f1T6wzWOQLtgRKz0A+pA1NiBj5xXasdavtE10bMyufytknNvgcVD0z5slYFDOL4r02RV0+qROfPMFWCPztTgI6U2jbUjF3+d0Yn9G1GlI4oTI70bTPojbi9KYDUvlHMymeRgvtgsT90auo0BGfV0UOy1bIAAQAASURBVKPHJdtZU/j+JZ81Rf3eTWvz7F+SWeaBHW9c8teoPIT8p0CUl5UvYJBa6CPUbH1iptF2VzYkL7uIk/tP+7bpKtTQq5wTX1HWvfKOvZCsfCbvrIZFmN2wCmNJala+GJOYlc/fz9YKU3yKunH5vm012vr7SePAlgC4u/kHJc4XZ/tP5flO8Cf8J7cLSVcL3cp54PLqte706605Tnp9p3z/xXPbg79h5zMw9cOx44zZtgybx82V8bWZ3nEwHlmPw+Pm3wfWMit9N2Vu//fNqjPwzwYdGVW/AzIerv7jazIdpYwcOZLRo0fTqlUrPu00gPW5mUw7vMNXrntCCm+060Hd8Eim7tvK1L3bfPs6xtbgzfY9aB4d55vs+vfeLUzduw0ZmQcbtuGZplfw1bE0Ju5e49M6rBsWzYRmfThZVsgre1fglN1cEVuPZxpdzf3bZpLjLMEo6Xmv1W3UC6sFQKnb33abW0ehq5QX903njCMfHRIP17uT5hENAfgxcxm/nlkRdC116LHqrZS4iwO2N7A2pWfMIHSSnmW5Czhq2+/bZ5RMdI0aQGNrR+W+Cb86Aya9/8KsfFWpMVXRwNSFaExVdmDqf5WJD8rXmJIk8ATooWoPTGmfX9XKqkhjSvHBLqesfCHfqXKoNGOqTZs2vPfeezzyyCMsWrSITp06+TLJHDt2jE2bNuFyuXj//fcve6eqqpCZnkNWdig71P8CbVr3YsuWCUHbExMTycrKCti2deuyCz6PTNXfz08P76DTPbey9rM53Fu3XcC+5pGJzOvyT4pcNkxSZIBjfl1yF4YmdSbDVsQZZyFGLNQwxWLRm3B4xdOPlmbw4osvMmLECB588EEKCwvpUrMldcOi6JfQnmz7Kcw6I3WtNYgwKh+MQUmtuT61EQeKzxBrddMkIg6DTgfYfOe+qV49BtasiQM38V7h+oG1a7Jj+A3sKc7D7ZFplRCDxeuBH37gJvIKHCRYLTgLjSwdMIQzdhsmj/mclHyDpOPtlrdytNSFSWfAqjdT5PUju8W2olF4M+weB/kO/3Wxu00YdSYcHgeZttO4ZTcWXTTheqVTt7llukUNoUNEf4r1+dSoHcvpgy4MUuX0KkK4uNFzYBuy0wvYvyskMn0hkP8CnYTLXVYp5D9VPQ5sO4nTEZqp/19Ay3/S8p3gT/pPnpO+Qamqwvu7d9P+tjvY8tU3PNysZcC+wSkN6FOjNoUOmTiTV4JBBpNOz3NNr2Rs4x4cLy0g11lGrNFKLWsUVi8bLdteRoatmG+++YaGDRsyatQoksxh9KxRi/7J9XiscVsOFheQYLbQMMo/KfJ08w482KgV+wvziTaZaBQRHTDgCvBUsw7cV68NMkrSF5cb7qzbkhtSmrOvKAez3kB9awJ6SUdXoE98M+weN+F6Rfvyx64PkG1zEGEwY9IZsJXzmkQZwvi/po9R5CrBqjfjFiZnBtbow1VxV/hYXAB2D1j1FvSSgXxHKXmuXFweiDHEYdGH+SbghtS4nSJnCXKsA7PRivu0Ab1k8E1mhXDp4rb7r2b+t6soLgomSIRwboR8p8rhvAL0H3zwQVq1asVrr73G8uXLffRXq9VK//79ef755+nevftfYujFjGIpF51kxOMVvTZI/s7dIIwEq9mj1Kx8epOFYXf25fOPFuIWZvgt8rmp12bZr2HklJSsH+KIs8quErNNBY7MK+si+0KvwZ4IDFPxwxfqJ7LFNeL2xBfQ5Z0Jsnv853EK65ovl1s4q9OhcUDlsWPnCkaOfDRg27kYU/2uvlDGVIxyfS3+QQwp0r+uj1baYdYLMwTegRR3mf8iGCx+Z+Cz4zt47L4feejlcTzbWZnNysv1hwq6PGGEGawUaYikS5JEvCmGeFMMDu/1lvHfj0bhdZk0aRKTJk3CKBkYVXsYUYZYnB4POkzUsdYGwOYBySXWb6WutTZRJifexDNI3lACt0tlsJgI08mUeffrvW1ubvFe61J/OJoRPYmWMJCV50qSJBKtVmxlBlSSjvo86YXMjh5ZAiSijdpi5GadCbPOFJDF0OlRZuz0kolIfYrSPrdMicvjvZ7qfTASYUohJiyeM2T4GFDqXr0sXo/gWT13ORlb1Mx64vtj9z7r7nK+MuqhogMryeVM62uc0+hjFYmhtMGzdmKorUeDHSDaZ/Mo/ZjIknIK6/7wm+DsgAaC+xtlv7JdLzBITYKml16DyaQVyqc1A1fmZbQuWbIOncfgu6jqOY2yv26HHMz80sokKF7PwMypbt9fMcNgCH9fhPyn8lFR2K9vv9A91qgTQ0q9eNYv3OM/rsK0e+ferZ6/vKx7lQ1PvhCI/tL5/NbwfW8EfwqXUIPjz/c/Z/tPFTGmLsR/khwOJENNMISDrbD844SQRZUdpTcI31ezENppgg/37mbrXXcw6qUXebJzs4C6nE4D4UYjetngu+fidfTIErWs8dQSZEMd3msbrY+iXlgMt99+OwAplgjeaTsI3BZsbgjTRdAmUsmIaLOLjGkZE0ZaRSg+i11wbUV5AJOs+I02h98myaOjWbiSKdrp1vu+LAZJh0EPNh8jSk+43oIsg93t97udAX6QN5QfiTBvqJ8wBoVLljDqrAHsPZXU55HBog8jRR+G3e3fJr43Vn04seEpeHQSZ8jHI8uaz3W1ZOirJEsKBPZTBX2L1m8sLZZUQJ0aLCllvXymVHnhexWF/1WWKaXFkhLt/Hb6kgC2VGVQmQx+5ZW5kLIhXNo4b+XIHj168PPPP+PxeDhzRtHoSEhIQKfT/qERQvkoKbbx+UcLq9uMvwWefHJ4EL28Xl0l3r1mzQSOHputVey8IVPE+SlEVC/ur30z+0uOYpSM1LUmY6lkFpu/C6wRZiJiQxncLicMv7sfv83bREF+ScUHhxAED1S5q/h3cT1D/lPV4ejuLI7uzvpLBolCCMTZ/tNf4TsByK5sJEdpldX3V0InSczqfCsb89OpYbbQNDIBk07P+Q0rXt6IiA+jrOzS0IcNoXIYOXoI06YuqG4zLkmEfKfK4YJTmuh0uiCdhL8rnLINHS7csjJ/4RJCmgz4hZZE3RMVj40ZwQdvzQ3QpXJKgj6AV/9EQptFpcUW8J0vQK9BFAsOFhJFYE/5hJIrKRQKfg0dpzDjI07aqdttbr+9NiHe3eVd94jEKIcg6F6kxLPLSec0qdohlbkVlU6XNnda8k456SwCM8WpXChJnPUTxTx1alkZa6JSr63Uf6GkEmXgxKUxGwZ+Fox4P/wx/gaahDdSzinJvu12X3lRC0gU68ZXRoXOyxR0CffYIDDDVKaTziYweUr818lgUEX1/XY6nf5nxO5U3pESQWvLoTUTKDyDNo96nL9OhyBwYPOu2wR2nsgKcuWVcnRPVuAMm6SeR2BDarCXKtI8EO3QYkoZBBajOmtvKM/nldU/FTGugu3QahuAy6f3oG2nqrPkLkdfQO2bAplECkTBcbGfUXXxRM08E/6BQZ0c7i0jskG9QuNCv+kUJNPV86tM0uW/byInPz/oWHtAH+tnvZ5rxk5suShy7pRU1qqEh5BjHkIgQv6TAg9yuawCXcB2dZu/r7CEGxlwZ2fmf7xGKKPBGhbPp9HPagmmBzAhy2FPnQvyeRSqiOSl7nYHfL/Fb73SF4rfXZF9bSy4RAbgCwvAlASyEcoUm2UhBk32ujwet8Y9FtxgnaBtqg/XCQLqMnqrDILkphZLyiWy+t3n8K8lGT1WusU0QpLA7YYyt+DniEL+UmC58uCRg/020T634Oc4PP7vler/2EUNKaEdqp/kELapPl6g7+S3Rf3+Bz53wrp3v9ga8UvpkeH0iXwcTk8QK6o8P6Wq8GfDmyoSNdfWiArux8rr2/w6SxWdpyJx83OX/zMsqfLw85y1Ql2V16s6V5kQQhARmqarZnz16eLqNiGEqoRsBzkUunO5IKleHE061KpuM0KoQnTq1ry6TbikIcvSX7KEEML5oKzYwe8zt1S3GSFUJdzF4A4N5F8uaNCxNvG1YqrbjBCqEB26NaluEy5ZhHynyuGCGVMhVA2uG9aTr6aHBqeqA6OfuIWtW5cx+omqTGEr8WfGe9/bsYf/7NgTsC2jRBEZzCguo+E0Jcuc7JIY1agVDzZudcHnCqFinNibTbqQ9SmESx8ZJ89UtwmXNEJ09BAuFvQZ3o6fPl1X3Wb87fDX+E4o1CfduTVWz4X/7NzNf3b7/SdJkkgvUkIDM0rKaDT9e2QvQ+ihpi24u2aHP2dvCOdE2tIDOEOd+2UDs8XI0YOnqtuMSxYh36lyCA1MVQGcnlJ0kgGPlykjSf4Pq0iRNHjDQ0Rx9NXLdhJmteIsE1KAiulAvbRHkR4phrEY5OBbqIbBGGW/XpBJCFMpT3jYX7+a8lighgvcWK3xWXW/U+Ds2gXKtcrItunEbQLV2KXY5yjxb7MU+MNxdNneH5ONGp/T9vOBqplwoULnWpDOnAFTDJT4M1bIdkFI2Xuf3SUCxdfuDa10Qdtb7mDrvDuD6tXKgLPms5mUrtjno3Q7yhGWVynbDo3wPhGi2LVK2Q6gbgv3U/JSiI2CE6n38sBFOrpR56ft6nUa+/X+/UaDsi5S3dXnQmlTcDtVUU/xWSoRRNrVdVHmwCY0ShU6F59vkQbepH0tImKtbFt6kLMhHufWoFRrpREXt2vRsMUyRiE+weh9b0Q79cL9tKlCpkJ4oRgK6A8HOXcoS2DCAzU811+nU/bfL1UMXAwnFn9SaNHVdb6wOvFzGtwfiULkBqFWVRRdK5TPJmxzS/4brp7L169KcqDoqLePdggh2OKtMXn7U7MQXqi2yS4Imwf20cp1NMvmgBDaEEIIIRj+91HwnQL6jeBtADvXHglMJ6/hnJQnSaBuFcP71L4w8NxVNyPtE0XW+P4GhETJwesB3xuNUD411B3AWeDfbz6jCIlLpzL850pJPW/bRfwlvlP2GbB4kG0yFCiDSZ4SoR/3+kluh/BdU2+4N0NKm1vvYOudlfOf1n/+NY7fDwDgEEPgBJ/DLSvn0tJ6FvP9SOLz4v3ulr//AkL55OBQPqcs+nvByYUC/CS3uj9Y8kAM3xPD+tTvljiwJPqD6n63R9t3koEOg1twLC2TzEM53vYRBLGMx7et6j6aFYe7nfs41RZt8fLKC6JXBNF/0AqHU0XPy6uz4hC68w/hO1vGQKfT4cFTJeF4WglqArdf+AB1CJc2QgNT1YyEGtHk5xbhLLNXfHAIFz9kJ7iKKj6uHGyb+TUPvPgvEJyXjJIyXwac1DAlQ5nbLfGPem1pXb/tnzY5hPJxcGt6dZsQQhUiLNxCdIx2BscQKgePXPWZlEJZxEO4ECTWjuHorszqNiOEqoKzFMou3H/a+vVMRo3/l7BFDvKf1HmWUY1a0axmxz9nbwjnxOafdgtZjkO41FEjOQadRgb2ECqHkO9UOYQGpqoAslfC0+1NMS6JM+eC4LnOOwKsE0aCc3ILiIoLpzhfe2DKKTm8dQqsBIFNoDIHAoTOvawCcYbfKLIOvDM65Y28672zhvoKmBQBosiqEKLGjAr42TrijE2ZwHIptCvsrugiP8sr7LQgAn9Ume3SJezz29Gkqab9/2uIM5HS8Uyo0Qz5ZI5vm/u0n4nh8YqSukqEmSmbcm/cLokH6rXhgXptAupv+9MsAJLM4Sy78h4AzpQqA1RZxVDgFQMvFmb6ygR2kxZjSovFYRaIK+osmThrF/g50nvL+CuyeNlP4oyjQ2DtqN8zsSPVSf5n1GxQ3h9RNNQtzAo63OrsZfCsoih4Ls4AqjN8WttEW8qboGvZvR4Ae9ceC9oXIGapoXWrxZICMGiI4bp86dCFd044TK8K4JcTT662X2ybTfbPNqsze3rhehq9zM4AcWDx2qOyyUQGZ+WZBB5f36SV+licfQyefTMInybxmuh9fWhwf2SQRbaF/5w2qcTbHicOu5Od2w75hNAB1DQCssBkFZNNmL0JKCzCs6pek/KYFSoLQ0J3zgQVIVwYli5dyldffcWaNWs4ceIEMTExdOrUifHjx9OxY+CPzS1btvDMM8+wbt06DAYDffv2ZcqUKTRo0CCo3vfee4/333+fI0eOkJqayr333ssLL7yA0WgMOjaEP49ziZ+LUN+ts9+34vwywqItFBcoDGWdRnEtFpVYZ8Cx3vdWV45guS9hhJj0Q+if1O3nw7JSv0Eic0vWYC8HMlv866rItZgUpKzIv25NVxLHGA4c9tf5JxlTVQUpP8+/fjILIpPxGGsgZygMeVeBwJ4uUb4Jdpv/2+D2+gRqQpX7arXjfsF/knQy7X/+DoBkSxgbrr6dUrv/2hTblb49wGcRmEbnYkyJ0GJHicworS+AJIn+g/p8+6Hl57jLYVT5WHMB4ugioyrwL/jFzQOZ9AStawmeg8g0Ci6j1C/T/Za27FlzlNz0Am8ZlTFIpRHAHlSZShrbKq5HfL/OjQAWZmXrr6AfC2QIqb+hKseSKq9OzTJ/ks2klexF9dGys3MpKAj+FpbH1jpX4pgQqgeXgu8U8pirGUWFJRQXXRrpcUOoBFw2yNpV3VaEUEU4tjuTwzsyKj4whEsCDZvUonmr+tVtxiUN+S9azgcffvghR48eZfTo0SxcuJB33nmH7OxsunXrxtKlS33H7d27l969e+NwOJg1axafffYZ+/fvp2fPnpw+Hagd9+qrrzJ69GhuuukmfvnlFx5++GFee+01HnnkkfO0LoT/FXKzinA5Q2LZlw2Ks5FP7K9uK0KoIuxadpCCrAtnwIVwcaHrlS1ISIyubjMuWYR8p8ohxJiqZuj1Otp2aMiKRTuq25QQqgKSHmp3gYM/VLclIVQBUhslUFZkJ2N/SDD7csC+3cc4sPdEdZsRwp/E+++/T2JiYsC2a665hkaNGvHaa6/Rt29fAMaPH4/ZbOann34iKioKgI4dO9K4cWOmTJnCG2+8AUBOTg6TJk3igQce4LXXXgOgd+/eOJ1OXnzxRZ544glatGjxP2xhCJVBVFw44VEWDmwLhVxfFgiLQ2qUgrx/U3VbEkIVoFHn2uxefZSyQlvFB4dw0WPZ4i2hUL5LHJeC7xQamKoC6CQDOsmAJDmD9slCGIxb3S8McWZlnyH/j8IA4Wk9wdQ3nRCCIwr/qpRxSdivigWL4XtSOdR0Lah1BoSmlENdV6GKKrvLGb710dUJph8DlLiUNhcUW33bLMf9M6ERplwAjKYDfjvMCg3bU7de+Y35iyCG7+l27fWty4ezYd9JXCdLfNvs2f5yKh3d5RLo4t51l0Antzv967enduSP6d9xU3IX0osiAMgVaPtF3nI2IXzPKWuEAmhQtsVvjCxwptUwTpFSqRfFvL3rYvigGpZn0fufeaNARVbFz+1ukSoviLR66yqP/Gv3CpTaAijqXgq8GEonlDH4wgcFmnVAKKG3TDmvR2leGcX5toCwVpVSHfAeaJQXy+iFC61N6/eGWwpceVegunoQxEQD6vvnEq6eUyjk9q6LYWVqOJpUQdiJGL6nRSfXCqsToRXKVlEZo/BpEvsxszc0OjCMUln3pxsAI/6wPL84ups+AzqSdSqXtJ2HhP3ugL+VgSosbxXCql2Cnb6QBWQuN2KyopNQtc7p+eoknO1YAURERNCiRQtOnFAGHl0uFz/99BN33323z7ECqFu3Ln369OGHH37wOVeLFy/GZrNx3333BdR53333MW7cOObNmxcamPoL4etTA3r/YCF0XUAZOJSWgccjn7NfEsNyJK1+/BwhfUqh4DrPB2KLVDdKfH3UMwV096LgtLfR4rdSDNlSE3+UuPx9ZnGxxbcefkoRP9cfEHyWRMVn8TRrVtlm/CXQ7ff7c4r8QQ7Og8W+bfYCQZS8VOlrbYLv4/S2XUyZfnaI3F212rNq+nfcUasDOcVh2IXrpIbw2ctJHOPWCLHTbIe4Lqlh3OUcW0nxc1lje0D4nrDu8j4PrnKeEadG2J66Xwzv01rXEjwHv+i5+KyeHS6Xk1FIWanD559oSSeI11Y+6zhlf+U+DhcS3iceW5HgeoDPoSFnoi2Orh2Kp/ok5YbAnUPovPywuWD/pbKC5+WF3J3tE91+/wB+mr2awoKScus/Vyjguc5VXpmqEFq/WBDynSqHy8tjvgThdnu454Eh1W1GCFWJjoOqtLq76nSg0W+HuCW1c5XWG0LFMJgM6A2hbvJywYolW9m980h1mxFCOSgsLAxY7PbKJwUpKChgy5YttGzZEoBDhw5RVlZGmzZtgo5t06YNBw8exGZTZvJ37VLCr1u3bh1wXEpKCgkJCb79IVxciEuMpOd1rSs+MIRLA+Gx6DpdWaVV3lu3PY2WHOTuOh2qtN4QKobJGtLmu5zw7We/+QalQri4cDn5TqFfXNUMWZb5YOrs6jYjhKpE2h/VbUEIVYTIWGvFB4VwyeCWu/oRExtR3WZc0vgrdRJq165NdHS0b3n99dcrbdcjjzxCSUkJ48aNAxSKOUBcXFzQsXFxcciyTF5enu9Ys9lMeHhwxsa4uDhfXSFcXDh1LJels7dWtxkhVBVKC/Ckhe7n5YKo+HA8rsoxZEK4+DHy8aHVbcIljZDvVDmEQvmqAEYpTMm+5x3mE8P3JCErmUq1FImJEjoeHXMrn7y1wLfNIPtvi0tSwtnckiDwKYYieU+qFzJGeeTgcBedQFNVs22J+/WCnS5fxiltyqFK1zVUMK4pllbPFEgL9h9R6qVU59v8ITjmfH+bpcOKQHy4xx8XZ3BtB0BX4heP9/zF4Ra6E8cVe3b5BTo9R/w2OY+Voe/WhdJ0/zYxQ47TqdwbLdaw3em/74XCdSh0KpkKC8T9QqhfkUvNsuhHYOa54IxtKv0z4H4Id0wlCenLoZ2r5cR7KGZZVOEUY+S8D77N7bfdqUFrdXm06exq2J7WM+QIyEYj2kRQGTF80eD7j992kRqbczwfV6kjMBRP3S/Uo0WnFctohUEGlPHdDzHk0L+u3puArHnCfrs3A58YvufE//6o2T3F8nZvFruADHhiJkHvNRGp15JGGLEIdwW064oy1KlZ98S+xSJkNjXr1HBPjTBGj99ONZOeYpMSQq2T9KxdtpPCPDHozw8xW6ohICxPqdcp+9tm8mY0tOj8tjmFfl89VkJGvszmf/7KlMcnTpwIoI6bzeZySgTiX//6F19//TXvvfdeUGaZc4Wxi/sqe1wI/xtUFI6jA3Q6iRFP9GHmv5dVrowYoSdpZ/qD8sOwtMK4RZkDvdpPC+fRa1QWEKqkhi8JZw0ImfKu24Wu1SF8W7RC+QrK/O+NNUsJ6zPs94tQm6xKKJ/OIIRLNmocbGhVwts/67dv922SD/i1wVwZJWC24kltg3PDegBKhSzNJTZlvczp96ccXl8i0GcQs6Mqf53lhOqpmeuc5WS782dMPPf7H5CBT5UHKOdZPJdEj/hcaLWjvKx8Ll87ywv1U/5qhfeVF8qnmZVP/B2hhuWVY79HhmO7s3whf+D3e7XC98Ty5b3Hssb+CiLwfO9XgJ0V9BPaYXnB28oL5VN9Bq3wvfJQ2Qx85WXdq2zYXsA5Kwi7O7vun79fXenwvfLq0tonlld/P4u/nS8XhHynyuHyu/OXIL6c/nN1mxBCFcJz4kh1mxBCFaF593pYIirXwYdw8aND1+rVVAnh3IiKigpYKuNcvfzyy0yaNIlXX32VRx991Lc9Pj4eQHPGLjc3F0mSiImJ8R1rs9koLQ3OkJubm6s5cxhC9cPjkfn5v+ur24wQqgoOG+5Tp6rbihCqCO36N6luE0KoQnTo2rS6TQihHFxOvlOIMVUFMEgmdJLRN+Mu6QSWlCyOggePHsuyhwHXduXnOetwOLysBy+7AcDlne1XZ/1BmflXoffeQr3AjlBHtMVZPbMgqK6KHZcn5KkO6IoMAHFWQ2VXiQOh6qhoeWOjfgFu/za7xuyOOOuXX+oX8FThcfvZDuGlSspKY64/5lmfnum3uUkDpcyFiKML7AvdXr+4ubRXGXRyH831257hj+W1ndZjSIqhJN9vR6ldEEgW2EIq3N7rYBPaLl4HlU1WIgiNlwrsJPU6iuym8kQ0z0ZFM7virJw4A+ifSdQ+VoXIjlLttGnYDv5nQGR+uzTqF2cntVhUNnfwujirZtSJbcJbp3+/2KZti/bgcrox6sT9qqguAoKvjRwgBCqK7gbb5PQ+by7hnbPJ/ne6IrFNlR3lCmBJ+fsMsf/wbZNURpR/VrqimUS97L+fJo0kDVozhGKyBr3mcZWfQlL7HL1wPdXraKiAzaXHQNbJPF+f6T+/8pC4hGvkxBFQ7mw7dWp/J5xGH3CPVfqs54IEky9meKhYDPhC6rwQvPzyy0yYMIEJEybwwgsvBOxr2LAhVquVnTt3BpXbuXMnjRo1wmJRvjGqPsLOnTvp2rWr77jMzEzOnDlDq1atLtDCEM4FRbbcI/QVwd/HitDrpjbMn74WCEzkoCVuHsgiV/5WJIguMld1Fcz++hgdUvB5wP8dkDW+1QGC5xrfOPEbZBO+m6XepCeFAqPaovf/KDEVKv2b8bj/wxilU35wGN3+bND6vAK/Tc2VAQU5wj8DfyGQsrN867qDh5U6D/lF2N1HC33r9gwZdBKOWnE4CpTBKZUlBVBsV9ZLBd/I4QlmTGmxispjRPn9h2B2Emh/q31tC3gUBEZ18KGaLCktRpVczrfCzyTyI7Cdyl+tBDegLXSu+lbliZv7GVXBLClx3VXufpnfv9ioKXSuxZJS9nvZSeW4BOfaH+BTnCXCfvZ+ET7B9XLZT8H7/yx87KdKsqQUOy5c3FwpX/5Xtjxmk1i/2WLkyKFTFYqXa/7OrXKP4dJEyHeqHEKMqYsAa1ftxGwxVXxgCJcEJP35O9chXJzodUcHrJEhxlQIIVxsmDhxIhMmTODFF1/kpZdeCtpvMBgYOnQo33//PUVF/jCm48ePs2zZMm666SbftmuuuQaLxcKMGTMC6pgxYwaSJHHDDTf8Vc0I4U8ibcOxUKjl5QKPB8kYEsy+XHDNg1dUtwkhVBEkSao4bjKESwIXu+8UYkxdBIiJjcRlK6aoMJgKF8KlB8/pM9VtQghVhCWfbahuE0KoIljDzMTEhYTP/yxkuer90/Ot76233mL8+PFcc801DB48mHXr1gXs79atG6DMCnbu3JkhQ4bw3HPPYbPZGD9+PAkJCYwZM8Z3fFxcHC+++CL/+te/iIuLY8CAAWzcuJEJEyZw//33n3e64xD+d4hJiEBv0OFyXj5pxf/OcGedrm4TQqgi/Dh1ZXWbEEIVITE5Fp0+xGX5Mwj5TpVDaGCqCmDAgh4jeq9Ir1n2Z/ISw/JsFAPBVMfC/FJiE8LJyj4dcBz4Q3DKE1Q3EeY9zh/C45aCw3Yk2f+DTA15EUWP9RoU4gC6rUAzlTTotGoYWEX9liiWXeIS9yi2OMuhZNu9IWFiWFxUsRJCF5HpD6ULO+bXdzIeVGjk+jp+oXKSE3yrstUbKiiEXuJNsSmdyfMfd9zvKLlOKvfGnum/h2W5fpuKS8xE9mhF0eZ8f5UC9VwrDExtmxj2FrDuFegscwvXQ+Bv+sLVyqGBG7ybRZq1uiqWEOnm6mp54ugO7/nF8AKTSpv3aIfqqeGHNrdYjxR0rENom7jup3xrUdgJ2gbg8P5HpIuLbfaF9Ynlhf2DHu7OkukbcDvEh1U+u0hAvKR2CEnwsU4hXNTmVs7qkEXxcv+63RtaJiZBCAzls2vs95fXCpFR94rhfzpZEIHXoISLfYZKz5ZkMYROEJn19kOBYTGGoONEqMcGPGvCNTF4ny2DGI6pis0KrAkx5NDoDVV0253s3XISo2zGiJ8FZ5fKAtqj2O4IKh+YdCI4HFr0D9TtMtJlF8p3MWDBAiVZyOLFi1m8eHHQfvXb1axZM5YvX86zzz7LsGHDMBgM9O3blylTplCjRo2AMuPGjSMyMpL333+fKVOmkJyczHPPPefLVBPCX49AIXKx/wlOeqCipLCMqLgwcrOKAgSK1bA+LXFzEaKfo8W8ChBNVo8Vk1nIGh/OgDLCbrWvEr/FUvB5tEKmAmQQxHB1b19YIoTIi4lS9JLi5+jzxDMofkyE0+/nmISkEDo1eUtyvN/OuBh/cY0MTJQp5aVcf51kCX5UZj7gFTn3wpHpt6kkT+lnpXYtKdqjhBqq4XsAJV7R89IAeQCveHmAqLf/OvgFvLVD3FR/NPAeC+sX0Hfr1O9/OUWDhQQqhtZvT9GXVh9Lp8ZzI66L27TEz90aflRAPWIooPdClSeOLstww5NX8b0wOOXWUH7WEjI/H/FzXz0a4XvlHav120YrfK88aJcJDsvzBGwTwvKkYHH0wPrLFzovT0Rdy1+7kLC78sTNT2fnUlhQHLSvvHrKO796bEW2yb5rEAoDrEpcCr5TaGDqIkBxUSl2e/BgUgiXJkqWh1g2lwtWzdqO0+46ZyadEC4N1G+SQkrteLIy8io+OIRyISNd0A+2iuo8HyxfvrzSx3bs2JElS5ZU6tjHH3+cxx9//LxsCaF6kZtdhL0s5D9dLihatrG6TQihirD0y83VbUIIVYSuV7Yi/Xg2eblFFR8cgiZCvlPlEOLlXQSQZbjiytbVbUYIVYTIa64EQ0hn6nJAx0GhLG6XCw7sPsmq33ZUfGAIIYRwySAi2krD1qnVbUYIVYSYob2q24QQqgidrm1e3SaEUEVY9stmDuw9Wd1mhPA3QIgxVQXQY0CPAYs3XM4s+8NEJDGExjuwKWZ/kvFQVuBi2eIt6L1Zrlz4Q9PcstN3nK8aWQyXsQXZ41Zp7wK1U6SEhql2lnP73Ro0VZECr4b96cXQGUnd5q9HK9OZmDEtgH7t3W/3iBlX/O1U6duFTn/YXI5NoahHFvmvZ7yg0xWTo1DLLSdP+LYZUvxheVK0N5TPKFyHMm/IVJ7/urqy/GE99hzF5tIC/z0uKvFnDyxxmMj/4g9sLiOo91Noh0Gn0lP9bVfD9ooE+n2ZQMtXKfpiJh6XRtY9kd4vEoTVcDutcXXxHomUbPV+ucthNKshiWLkg/qMuGWRSh8ctheQAUeoU/aV8W8TaeYaLHDfsY4AOrpI0w6GVpMM5aTlO7wtHRlZk84u0tZdFQR6yxrHOoRQPjUbX0WZX8RscWK4mRrKVx6lWu1btELoPGLGPuEy+EL1hDIBWWS8NuuE0GKxv1PDkMVzqtmqxFA7Ef5QQTGMMcBYAIxCeX/YqZBJUwyY8D6PVw1oy5msAvbuOK6dzQYxjNJ/VhdWr0XB90svZEi1i2GY3nWjpA/IFHY54GLQSQjh7wWt8GgVxw5k+44JDK1VypT3/mnV6cvQpfFdOy87xW+cRoY+8fuvfkfESBzRZqfaZwb4W/5j1dB4cZve6e+XdN5QZLHnVzMBO51+fymiwN/nmbOUrHj6eH+6cF20kATE6g27MwjfBq/Gl1zq/y55hDrdOcr3wOFPaOwL3wMoKlHqL5qxFLw2lwj+XrFXEsEmSgV4fSNHOdnofJl+NcLexGPFr4HoZ5yrWyr/qfCGeQc8QxpHaVRQEVOgvKAmzbA7jfDFisL7ArIgq6F6AeF9weFyYthb4LWVObD15Fn+mBx0nIjK7vdoHFBe+J6scaxWBr7ywve0wvb8ZbSz6qn+hVb43tnHnl1GqffCM/CVF/pWnm9YXt1n13XHyIH8NHcVefmFmsee6/znOjdoZ6/XX4a8mZDvVDlcfnf+EoTHI3PPg4Or24wQqggJN/RAH2Gt+MAQLnrEJIXEsi8XrPl9F3t3HK9uMy55eP6iJYQQLgThkRYGjuhY3WaEUEVIvqt/dZsQQhUhJjHkP10umPnfXynIL6n4wBDKRch3qhxCjKkqhDrKbZfsQdsAjLIyC6QXLrvKJpj+1iLMXiFzccRZXRdn60UhY59AnDDi7PIJIQvMLI2RdZG1YJbP/SgYBWaAwcuQ0JrxKY/toqK8WSaVPRVYRmCGebeXCkLlZr13Bk0Qwwxg63hn1sKLBXH0M34mlClOWdeFC7N+3ga4C/yG2PP9+8uKlBk8kSVVYPOvFzsNFM3fTmmZjOz2ii4LM1c6SZ3xERhTXjuLnMJ5hFlBlQ0kMsy0xLzLIf0I5w7eJkLrfpU3GO/2PdZC27z3S2QPBbCwfEw7cf+5jTp7b6m7BLUrtuitqF2YR5aRZZkidz4FziLMOgvRhjhfQgIRDo8Nj+zGolcEXGVZptCdi81TSowhAT3++6nX63DJThweG2ZdGHpJj9Mn+ilT6i6gzFNEmD4Gs84vCOuWneS5c5GRidDHYZT8s81O77vq8Li9x7oo9JxBxoNRF4XBe6z7rFkml+zALvvFJx2SDZAw6Cy+dtg9BXhkJyZ9JDrJ6N3uwSMrs9hq36OTjBglq9eeIhzuQiR06PRmdN5rps5cafU3ICRhEO6xONOhzuaJiRlUxpc+IPGCf1ZcW1Ddfx1810Q4p15DGFm8dmrfd/2dPVj681bycooCROL9ZZya605vf14mC9wtlaknCvEGtFNZN8tGXHJI/yaEEKoa6vuef6aYnz5ff15lwM+E0toWII6swZ4KYGxoCKGLLCkxsYz6XRZ9J/VQsbfXycHfSPH7LH7L9W51W/C3WFlX4WcnuXx1CklWhMQy4UVKX2fNFpJARPr7P53Vy5g2aXy/BdqNu8S/7ixSjrUXC8xwm/+cZV521JlZa3F72VGlGklgSl2ib+Rth+BHODXYUwFMIA22eYDgeSUZUyIqYqNrbQ9MPBN8pvIS02hBtVn0K89ukyzL5DuLfXUbpTB0kt7PGpPdnHEofpBVF064LhZJ0gWwpNwy2DylSOh8forT7aHQfRq37CJCXwOD1+/wyKAz6LF7bLhwYJEifK3yoPhrxZ5cHB4bkfqEAB/JLpdR7M5FjwGrLga95H9OIPC+OGQbJe48dJKOMJ3i82mJmzs8Zb7fY362pN7nP7llNyWeM3hkDxH6BJ8f5JKdOGVbAKNKL5nRSXo8yDg9Zdg8+UiSEYsu2rvd+7usHJaUtsD4uVlSWuyowPLnz1QqT+hcq55Rj9/IR2//UOlzl4eQmHkIFSE0MHWR4MEx1/PxWz9WtxkhVAHiujXFueU4jlztDBYhXBh+yPqW/aV7ArYlmVLoGXs1Tg+syFtIvisnYH/L8M5cGX0tqkOUVrKBtQWL8eChkbUN7SN68kfBAjIdfiZNm/AraRfRix3Ff7BgziecKVXCGiy6cAbG3ouJOGyeYjYVL+SUc5+vXF1zO5parmR32TJOOtIC7Khnbk+bsP4YJFPA9mP2TeyzLQv4WKea2tLA0ivg10umfTvHbH9oXpcwQxIJ1jZkl27G5vbHScRamhFprkt64UrccllQuWRrF4pd6RQ70wO2R5sbE2dtfj5Jgy4JrFu+m7yckHDnn4VH1h74/rN1hhDCheLOsf34asrv1W1GCFWAxGs6cmru6uo247KC0+Pk4xOfkO3IDthez9qQnjEDyXSk80feb9g8/tBOo2Sic1Rfmod19W1bV7iQvaUbkZBoF9GHBGNN1hX+TJHX79BjoH3EQGqbWrC9ZCm/zvmQAtsZACL1CfSNGoleMlLgymZbyc/kuTN8dTezXEWqqTk7S3/ltOuIb7uEjsaWK2lk7h6QNdMju9lrW8ZRuyiWL9HU0pu6ps4Bx+4p+5WTjm2a16a2qSNxhnrsK/sNm1zobYeJxta+WHUx7Cz5IUBeBcAgWalv6ckpxw6K3Zm+7XpM1LZcQQ1zS81zXcr46fvQO/lnEfKdKofQwNRFgm+nL0Gnk/Bcjk/Z3wyFe07gCWVZrFKUuEvYX7qHCRMm0KlTJwCysrL4+uuvmbP0SwD69u3L2LFjqVu3Lrm5uSxatIjXXnuN5uEdiTMkA7CvdCuDhw6mVatWvP766xy37aNhswZ88Or3NGrUiDlz5vD6669zKvcop50nuf/+++natSspKSnccccdnLDvo4GpG6sKv8OaBDNem0HHjh35/fffGT9+PL8WbCMqKoopr02hZ8+e6PV6VqxYwYQJE9hSYqdLxE2+NmU40thr+51HH32U22+/HZPJxNKlSxk/fjySTUc961W+Y0879nD99dfzwAMPBFyXXbt28dxzz3G86DfatGnDpEkzqFu3LjNnzmTy5MkUOU4gS3Z+WvBTQLkJEyawadMGUlJSeOPF9+nWrRsul8t3zXLLZGLDLi/h0nbdGpN+/Ex1mxFCCCFUMeZ/tra6TQihipC/+YBCEQr5wlWG47bjZDuy+fzzz4mPj8fj8XD8+HE+/PBDvkz7AIC7776b++67j8TERDIyMpgxYwZff/01ja0dMXjZQ/tKN/PYY49x+vRpvv32WwB69+7N+PHjiYqK4oMPPuCzzz7jiGE7ZaZcHnzwQTp27Igsy9x1112ccR4n1pDK6qKvada6EZ9P+ijAX9lrW0n9+vV59flP6Ny5M2VlZfz4449MnjwZCYlGlu6+Nu23rSBD3s7rr79O//79cTgczJo1i7fffhujZKGmqQ2gMMVOOrbzxBNPcPXVVwdclwULFvDxxx9zwrGZAQMGMG7cOKxWK++88w5ff/01Fl00dRvW4p133gkod88993Ag51fatGnD2LFv0q5dO/Lz8/nyyy+ZNm0akmQgwdT0L7uf1YGOXZtx8nh2xQeGEMKfRGhgqgqghKpIuLzhIboAEd5zy3ipZXr07cjq33dSWFAaENrikYJDV6QAsWGdd3dw+J9LDD0RqePe8gEhNLI/fMnofSxE8TlRWFitSgwFVOm+DlGAW7BZ1cjUa8X/AWZvVYFi14LYt7eCcINAu/dSW+2iSLpLCDksU9rkELa5HEJYn02hqRsj/EbrvIe6ygQ6uEMIKfQKlNu8VPNDJTl8d2IDh0pOU+ZxEmeM5mrzFbQ3NWJj3j5W5uzyCSWDQoJpEl6Lq+M7c8ZZwB+5O0grOo7d4yRCH0mj8Hp0jmnDoZJTbCnYgVln4orYbiSY4oPEyWVZZn3Bek6UnSTelMAVMd2xe2ysyVtDuj0dq85C26h2tIpogSRJlLlLWJ23hmO2E5gkI22j2tAyojU2j40dRTs4XHqEElcJkYYomoQ3o2VEK3SSjnxnPhsK1pJpz8QgGWge3pLmEW29YW1+m0rdDvaXHCDbkUG+s5BoQyRXxV9BlCES8IuzmiSZ5bkbOFqaHkDqdcsQa4zhipjuODwOVuWtId12ijC9lWbhyiBJ586d2bRpE/PmzcNisVC7dm1q1KiByWTilVdeYcSIEWRlZWG1WklISADgWNl+4iKVgSlZ9lC3bl06dOignFPnYuHChUyYMIFffvmFGTNmMHbsWF5//XUAWrRowfr165k2bRomkwlXqYdTzsPkuTP4/utlLFu2jKeffprXXnuNqVOnMnLkSGJiYsjJyeHuu+/G6XTy9ttv88477/CPf/yDpq6+GCQl5O+4YyuDBw/mqaeeYuDAgRQUFPDll1/y3HPP8cqEV0m2dva/qzor69ev59SpU77r9dZbb1FUpDCATCYTixYt4sknn2TVqlV88803lJaW8u6776LT6Rg8eDBdu/pnPg8cOABASkoKe/bsYcqUKVgsFj799FMkSeKll14mytIQSdJphgEDuL39hCyJgud+qEkeAgVCveGBQhkjQpij2ucEhMcE96Fiv+oXdj+3yHHmyRxhmxgeGGynCAcK26xU6HfV/tgphDm6xDrVUEE5MNnF5QCZyoe4nE+dIfz94EHWFAI+1/EqxPe91/VtWfDftdphecI2UVRcS/z8XCLr5ZbRCOvTaYSLgT/ETydsdPvEsrVD3F0etT2i7yMkd/BtE80ICAQLaoca2uYUJQOEhCtlDqVPjSjz+0sWIcmMyar0b0aLcG31GoLOTqEdNqWvdNj9Pzv+yMpiYdYBjpTkY3dDLWs0NyQMpaFsYHHmdtblHRNsltAh0TaqOR2jm3GiLIsVuTs4UZaBS/YQZ4yheUQjWkW2ZFvhLvaVHCLGGMNVcd0xSWG+elQ/yu6xszpvDTnOHGpb6tApqjOnHadZm7+GM84zRBmi6BLdjTrWOgDkOnJYm7+GLEcWEfoIOkZ3pmFYQ/Kdeewo2sFJ2wnsHjuxxljaRLajYVgDADJsGWwu3MgZxxnC9GF0jO5Ik7DG6HXiPZQodBVxqPQQ6bYMSt2lJJtrcFVcd4w6oyDkDza3jeW5a8kRVeS9SLEkc1VcNzLt2SzPWUeuI5cYYwyp5pqAMnn33HPPsXfvXsLCwmjevDmHDx+mW7duDBgwgGHDhlFQUEBUVBTh4Yqfcsp+jFRzQ0D5RrZu3ZrjxxWGeUpKCnPnzuWmm27ixIkTLFy4kKysLH7++WcS4xKpVasWe/fu5eGHH1auPW6O2reD0VWuv1K7dm02btzIq6++SnR0NF9++SV2u50P3vmYeuZuSJKELMuccGzn6efH0q1bNwYPHkx4eDiLFy/m2LFjLJ2/nhSTkuncg4xZimD+/PmsWbNGuY6SxI8//shHH30EQP369fnmm28YMmQIeXl5LF68mJMnT7JixQqiohrQuHFj7rrrLt91Vv2u+vXrs3jxYp5//nlq167Nd999R25uLgvnLSfe3Pi8wvf+rLi5vx7t8L3yBM7PVadal8ls5OjhU0H7L9QWCJSfOdf+io67lBDynSqH0MDURYKt6w+gN2hnqgrh4kSp28ltG7+lRmoKnft2Jjo6mv379/PS8s/okdyardn7adCiMQkJNXxlPB4Pn638hb3FJ1mTl0ZERAT9+/cnJiaGo0ePsmD17/yQ+QsePLRq1YpTudnkn/6Vu2reFnT+Y7ZjLDy9iKuuuop1G9ZS5CpiW+FWouOiGXzLYI4dO8bslbM4ENmWq+KuYtqJTzFGGBl601CysrKYs+R7toXtIN2Wjsfo4corr6RWrVocPnyYH/+Yy96S3VwR04MZ6dNJSUmm58CeFBQUsPDX+ews3s7w5Lt8Gk4e2c1Hxz4i15lL7dq1adiwITt27MCd4+H6pGsC7N5fcpTZpxbTq1evALo1wOYtWzhxKoODpYdITEzkmuuu4eDBg/y4Zp6/3ceOsXXrVgD0ej2RkZHk5OTwyCOPoNfr6dGjh+/Y+Ph4Nm1cRpOwdoTro4KuYb9+/SgqKuLzzz8HYOLEiXz++ee+gamnnnoKgGnTpvnKnHLsp2HDhrRv354BAwbgdDr517/+xaFDh3j00Uc5fvw4k19/i1qmVpxy7uPtt9/mgw+UWckSTx7RXm0rp1xGw4YNWb9+vW+gaPHixXTo0AEPTjy4fYPDNa3dyMnbw/7cXEpcmUTGmOjQoQMjRowAYPDgwRw/fpxZs2YB8NprrzF58mTeffdd33O3YcOGgLbXsLZly5YtbNu6iwhTLQrt+/jkk0+48847AQ9ujw2DPowQQgghhIsZO9cdwWjS43ScW1MlhIsHewpzuWfzPJo1a0bbHldiMpnYunUrD8x6g0EpbVl0ajvdunXDYlEmGE1AYWEhH26ZTeeYlqzP30VSUhJ9r++LyWRiz549fL1xHmTMQ0amW7dubN69HX2unj7xfYLOv7VwK+vL1tOpUycW/vEzuc5c1uWvpX79+vS7qi9btmxhxs7pXB0/gCRzEl9nfEnNmjXp168fu3fv5utNX9AyohVpxbuIioriqr5XERsby/bt2/lqx+dcFduLOGM887K/p3HjxvTs0pODBw/y9fqv6RzdmeuThvhsKXAW8tbRt/HgoUmTJqSkpLBszSqiDVF0imkfYPeGgq2sLt1Ily5dgtq0+I+lHCs9wa7ivTRu3Jje3fuyYcMGFu1Z7Dtm7969bN68GZPJRPfu3YmKiuL06dM8+OCD1KtXj9atW/uOjYiI4I998xhe46kgXw3gzjvvZNGiRaxYsQKAd955h5EjR/Lzzz+TnZ3NmDFjaNOmjW9gCuCUcz+Dh5bvr6xcuZL1f2wh1dSCHcc2MGPGDLp3787bb7+NS7ZjlCzIeHDKNho2bMivv/5KVlYWAGvWrKFhw4Yslpf5zidJEm3CbuDUyV2cPGEj27mPLt074vF4WLRoEaAwoObOncu6desAeP/99xk5cqSvXSUlJQH+k1EKI8XUgh9//BGzLppYQ33Wpa9jzpw5dO/enR/mXl6yLDqdhNt9+QwQhXBxIzQwdZEgIiqUxe1SQ7a9GLvHzcsvv4zH46GgoIAnn3ySPXv2+AYMJk2aRO3atTl06BAADoeDlStXsiYvjccff5znn3+eX3/9lZMnTzJ06FA+//xz2rRpQ35+PhMnTmTx4sX8NGOB5vkLnEo8/OLFi2nRogWbj26iXbt2LFy4kG+//ZYHHniAo0ePcvfdd7OnZC+1G9RmxYoVzJkzh+bNm/PEE08wZIjiHP264Ffsdjv79+9n9OjRnDhxghtvvJF9JXu44oormDNnDt988w316tXjhRdeoG/fvuws2krH6M4A5LvyyXXmsmDBAtq0aUN8fDw333wzGWuCs6AVuhTtrX/+85/o9cpgbFRUFP3796devXocPHGIbt26MXfuXGbOnMlDDz3Etm3beOihh9i7dy9lZQqDZfjw4XzxxRe8/fbbvPDCC+Tl5XHXXXdx5513snPnTkAZxNq4cSNlnhLNganGjRuTlqboQbWL6Ela2k7q16+PwWCgU9hAhZVWtDCgTJmnkLaNG7N//36cTieNLT04kLmasrIyatWqhf1YGG3CriHbeYijji1ce+21rF2rhJqE6aJ99YTp4vnuu++4++67eeqppygoKODOO+/koYceAiDLvsN3rFEXSYqlE07Jwf6C77nzzn+wYsUK0tPTg9oRZ2lOWloajRs39pXX6XScPHkSl8vFjz/+yPPPP4/TXUqj6BtxS26KHMcAj89WCR06nZAe/BKHxWokNj6yus24LBDSSQjhYkNUbBiZxtDA1KWEQ8UFgDIIsGfPHlwuF6+++ioff/wxr776KgDffPMNR44cISdHYbseOHCALVu2sKEgjf/85z9cf/31zJ8/n6KiIu6++27Cw8Pp1q2br+wdd9xB/u4CzfMXuAqpVasWP/30E9HR0azLX8stt9zCm2++yaxZs3jmmWeYMWMGkydPxiAZGThwIJ9++ikzZ87kiSeeYNGiRYwbNw6AnTt3snr1arKysnjllVf4+uuvefHFFwElRG7ChAnMnDmTUaNGkZaWxsMPP0z7qLbUsdYG4KTtJG7ZzbFjxygtLaVZs2akpqaS7wy2vdBVTFxcXMBgT+3atWnQoAGpqansKt7LPffcw/jx45kzZw7PP/887733Hu+//z55eXmUlCiZ1caPH8/YsWP5xz/+wfz58ykpKeGll16idu3anDhxAoCVK1fy/p73kfEgETxx3rhxY3bt2kW4LoZ4Yy1f2wB6R93DcfsuOIsxXOYpDPBXGlm6B/grzS19qWfuzGG7Mkg0aNAgFi1ahFGy+ATXdZIeg2Tm/fff59NPP+X06dNERETQunVrXnjhBWyeQg7bFHaUDMQYatHUejU2TyEZzh384x//4PPPP8ftzeLTuHFj1q1bR5guHqsuhrS0NG6++Wafzc2bNycrK4v8/HymT5/Om2++iVUfR/vI+zBKVo7aVmI0GhkwYAAvv/wyZl2wr3kpIzEpFqMpNFzwZxHynSqH0JNWBfB4O141f4lJ8g8yiWEoatiemPFJpVfm5OeQlBLH8fRAkWJfRqzyMnz4MlIFZ5kSaaIBWfu8Wabskv9cRtkf1qeG8ol0dXG2RH0PxGwdDjWbnZgtS8xMIwXT1cUmGb20ZotBmwJv8O43CIP2Zp2aQcdfxi5kcSlxem0SsrRoZT+xuP33Q29S6aP+/R63YJOwPdUSSbwpjJEjR/q2RUZGkpeXR0JCAmfOKHo2n3zyCR9//HHAOTt37sykSZNo06YNR48exaqzUOax0bRpU1yuwHspE9z5uGXtNKEvvPACkydPZurUqZjNZo4ePUrLli1JS0tj7NixTJ8+nfHjx6PX69mzZw9XXnklq1at4pZbbqGgQHGCrFYrJ0+epE2bNmzbto2XXnqJSZMm8eGHHwKwYsUKrrvuOlb9tI5m4Z29RoajR8+IESMoKSlh8+bNALg8EoVeOr/J+yo0CGtMDVM8t93mZ4E99NBD6HQ6n0P0r3/9iwkTJjBt2jTCw8M5fvw4b775Jr/++is6nY6EhASeeeYZvvjiC+UeeTxkZChCmnPnzvU5hQAxhgRi9Em4ZTmI9hodHU1pqSL4aZTCKSkpQafTERERgcNlo8uAtqz/3j8w5ZFlnLL9rHIKq6i0tJTo6GiycZHlPMLGkjkMGzaMG2+8kW7dupFoaIJeiqDM+/47ZRu43Zw6dYru3btTUFCAzWbzDbzZww9jMCjvYubp07ilHniQccs2Ro4cySuvvIJJH43LU0Z0dDQlJSVKaK+ko6SkBKvVislkwul00qZNG3bt2kVqaipfffUVEydOZMyYMcRbWlLoOEZO6XZGjx5N48aNuffeewk31wJJoWKLYSe+0GLAeZYgKARSu30hcgGhrN6MnuWEOGtRv8WwP7WcQQhD9t9U/zax79Ih4XZ42Ln5sG+bGMasZg0Ut2naJoltU8O2zx2q7cFzXqFKIYTwd4RWmIlO44ewdlmZ4qIyohLCsZU4ArYr9Yg+RXBYX4WZ+gJkFIIdsYBQPa+DIIbaBdalbHcJ21Qn3B2Q/k+w0xNor2JHsM22csfkfMF+gk2q7WIGOzGznTfDrhDqFyH4VmFub9/v8fsqBos3o6qhcv1dy6g4TDo9/fr182377rvvmDNnjm9gCmDcuHE+JouK++67j6uvvprmzZtTXFyMUTLilJ0+/UkRbhnsARIRgX9FTJw4kZEjR7J06VI++OADtm3bxgcffEBJSQkTJkzgySefZM6cOcTHx3P48GHefvttTp8+TZs2bXz+0wcffEBaWhoTJ07EbrfzxhtvcPPNN7NmzRpMJhPHjh1j6tSprM/cRLJZGZgK1ysTVi1atKCkpASn0+mzUfGplXtj1Ml0jG7FxmNbGT58uM/ujz76iNWrV+N2u9HpdLzyyisMHz6c9evXM2PGDFasWMGnn37KnDlzKCkpoX379nTu3JnVqxVB6+Jif6Kef//738yePdv3//qW1oBe83qpfpBeMmLA5POBAEwxemrHJJHHSf+1R5EYUf0VHQYMmAP8FUkycMSxiX22Fcogj9nMe++9Rz3zFYAiYeGWPbhkO2VlZZSWltKjRw/CwsLIysrC5XIh46E45oDv+MPZq+gScR/Zzn1EREQwfPhwOnbsSIy+Dvnu4wHt0EnGgHYcOXKEZs2acezYMVq2bMmPP/5IZmYm3335A3GRTTluW8NpZxqffvopaWlpzJkzh7rWXt4wZW2WkT87YDkhdFUUwneu8L3y6tSq58zpAooKSy/Yjj8T8hfC3w/n9qpD+J+hpNjG6az86jYjhPOASWdgdpfb0QvaM126dOHUqVM+J6U83HXXXXz11VccPXqUG5L6UceagllnYt++fQFOwvmiT58+LF68mObhLbDb7SxfvpzevXv79v3yyy80D2+C7Jb57bff6NNHobi3lFpzX82H6BR1hW8WSf1bq1YtDhw4QJxR0Wzav38//fr1I8eZ7UvLa9ZZGJ58L7Wpr2mXR3bj9DhxepyYdSaebfAok5o8x321hgEwcuRIpk+fHtCOX375hVYRiqO2evVqevXqxS+//MKiRYt49913eemll3yx/noMuF2KvR07duSFF15g2LBh6PV6bJ4ygoekFGRlZREXFwdAviubuLg4HA4H+fn5WHTh7P7jcFAZkxQeUK7IfRqA2NhYsrKyKHRns7FkFtdddx1vvvkm/fv3pzjHSXPrAOyeYrIcuznjPEiB+6QiXH78OMOGDWPkyJFMmzaN9957D4B3332XBQsWsGDBAhISErC7CyhwHKZjx46kpKQwf/58Ik110Utmnz0yHpzuEuLi4sjLy8PhcCDLMkf25pFo7UhWRh6vvfYaAwYMAOCMbSc5pdsZNWoU999/PwMGDMDlMBJtaRzU7ksZ9Zok07xt3eo247KALP81SwghXCjyThdTUhCceTSEixf1I6KZ2/VW3/8lSaJbt27s3r27wrJ33303U6dORWeDa2r0pqYlBYBNmzZdsD2pqanUrVuX5cuX0ySsBceOHSMjI4MOHTpgsVjo1q0bixcvpklYC3JyctixYwdXXKEMlrSROvLPWk9Qz9IQt9uN2+1GlmWMRiPJyckcOHCAGEMsDoeDEydO0Lt3b04LGfJSLTW5NXkE4c5wTdvcgv+UbE5kQpMxvNHsOQYmXIXVamXEiBE+/6lhw4ZERkayfv16Wkc2Z8+ePZSWltKyZUteeeUVMjMz+eCDD3jkkUcE/80/mX7ttdfy7LPP+oTCi9155V4z1e+we0qweYp9PhCAu0hHxuHgZCOi/+TBRaknL8BfyXTsZW/Z7zz77LNcc801DBkyhGhq0sDcjWJ3DumOnaQ7tgNK6OAXX3zBfffdx6233srevXt9LDbVd/r6668BKPHkkOnYxS233MK2bds4cOAAdcydA9rh8JTilEsD2lGQX4gtI4IG1r7sTtvDhx9+yMCBA7HLRRy3/UGmYxvvvvsuycnJ3H333cQZGxN3mQmfd+negqSUuOo245JHyHeqHEKMqSqADuNZM/B+Bo5bEtYJZkypDACX08hVV3dg1ueBKY/VesurXx1pDhBE15jF9wSI7Cnr4ii2KCZs9M5UGgOYCn6o74Eo6u2rqpyBcZUxJU44ijOZKmNKFuwwCeKQJS61nuDy5bEvfPYKM4FGQa3boFfW9Q7hOhiVdZ0wWWu0+q+dRfay47yC6rWMRjyyhzfffJNRo0ZhMBi48cYbfTNeoIhUT5o0CVDo5aNHj6ZVq1b8+OOPJJkTWJ6zkWadWtCjhTJItGTJEp+4pNI+RdjUXUEHZDAYSEhIIDs7m9amdhwo3U92djYpKYrTlpycrPzflMhJ2ylOnz5NSkoKOnRcGXM1mwo2sKlwLZMnT2bVqlW+cLitWxWR7iVLlhAeHk7v3r3ZuXMnHtwUOEuwejWTYgy1aRVuYG/JLp9NLhm2Fezmp9NzAp7BAQl96ZfQi+2FabRt25b69eszb948og0RyGE6rFYr2dnZtI9uzq7i3QHtuP766wH4+eef6du3L+B/tw4fPozJZMLhcPD444/z+OOP06dPH9JKNtE0rHPQ8NTGjRuZNGkSer2eA2VbGDZ4GBs3KumH95RuIK8wM+D4XaWKdoFtRyb169cnPj6eEznbaNeuHYWFhWRkZOB2uxk8eDDvvvsuAwYM4PBhZXBrR9lPFLoycOOf1Y+OjvYxvQDOnDlDVJRCA7/jjjuEZ0BPzYhmnLbtYOTIF/nqq69wOl1Eh9XD5jrDxo0beeKJJ5AkiSLHUW7qeY+vHQDFzpO4PKW45FLq1q1LXp7ibBbYD/GPf/yDJ554gj59+nhZfhL5ZfuIsTZHkqSAvkWElmi4W/Y/91qzZGrfJLIh7PgHYrXOJfZ9Bq9QutY7L84OimeWcbN3z1F273f7xIfdGoLk4nnE+tW+UWRHqe3QC+0wB7C4/GGQwVzWEEIIoSIEMpm8bJxyvvWWMBONWqey8bd9FdQTzJ6qrCA6+IlMnnL8GO0yQl0+8XOxfr9FwoG+VV+XKFBWdJKWR1YOrd5fk3BOb9Ic8ZQV+Bd6gcVhNCjfcrNHSBxjVCrQC6oUsnACSeed8HKJdirbfv75Z3r37k1eXp7vm65i8eLFPn9q3LhxfPLJJ7Rq1Yp9+/aRZErk19Mruebaa+ibrAykzJo1K2ByzyODXUzKo575rPYmJyeTk5ODx+MhxVyH/aW7fT5ScnIyZWVlFBcXkxwTuC/RmEL7yKtYmreAE86j/PT+T0yZMgWHQ/nO79y5k8GDBzNjhpIxt1WrVqSmplLoKvLZpZegYVhzbB4bP2bPC7B1ac4f/HZmif86I3F3rZvpFtOCrYW7GHbrMHbv3s2ePXuIMkSQnJzM6dPKZFmjsLrsLNrjsxXgueeeY968eRw8eNBXp92jDOpu3LgRg8GATqfjP//5D8uWLeOhhx7ilP0oiabgiZ2NGzdyzz33YJcnkOHczz973unzO3bZl5BVepQ2tPEdv6F4lq+c6q8cd2zjHsFfyXUfZ8yYMQwfPtynAarHxraSeWS7DgScPzo62hfmCZCTk+MLCRQ1uIxSGDIyNrnQNwFo0UUTbaiDWYpi48aNDBo0iMmTJ2N3FdKz52ifPTIeTjv3U+TORsYT4D9lO3YxdepUmjZtytChQ3E4HBRKJ8mybyfR0gYRVSV0XhG7qKpYUiKW/bZJEZ0vZ4K3KhlPfvtCmst/V4QGpi4S2G1Ofp67urrNCOEC0CoqhWeeeYbnnnuOAQMGMHPmTFq1akVmpjKoMWbMmKBQvrKyMsLDwylz2/DIMnFxcdSvX5/77ruPM2fOBAxMIYEp3ERZiYOw2DBKc0uJSo5CVxboiLrdbhwOB2azGY/dgxs3ZrPZN/NTVlaGyWTCFGvGU+zBbDZTWlqKQWfgdN10lq5YyJgxY+jVqxdXX301zWJborfoef7555k1axa7du3CYDBw5MgRn6Ook3R0H9GenUv2U69dKml77CBklI1JjWJHxma6de/q00765ZdfmDf7B65p05+te/fy9j/e5uuvv8ZutzOoZncWnlbeA7PZjNMb/qraGh0dzaRJk4KcVxUzZ87EbDZjNpt555132LNnD1dffTV7Vh6hW0o/yAkMx9ixYwdbt27lm2++4ffff2fcuHE89thjAOS5Mnn44YepVasWAC+++CLp6em8+eab5ObmMmPGDGbPns3XX3/NY489xpQpU3C73TRs2JC5c+eyaNEi7r33XkAJ81MHJ1euXMm0adP48ssv+eabb5gzZw75+fkUFhby3HPP8eGHHyKho17kAHRqWK3OTL7jIFarldtvv50ePXoQYayJXmcm0lSXtWvXcuLECT7//HNWr17N+PHjueeeewBlBnTAgAGkpaVRt25dHnroIZ9d3bt3Z9q0aXz11VeMHj0agFOnTvHee+8RYa6DUR+h/dBfYuhxdStOn8ln9/aj1W3KJQ8P5c4//Kk6QwjhQpF1Io/TGfnVbUYI54m6YdHEGC0MHjwYo9HIgw8+yIIFC2jRooWPsX3NNdcEhfKp/lOxuxQPHpKTk6lfvz7PPvssv//+exDr3Bxhwl7sIDw+jLIiO9YoC/pifVCdZrMyoeD0KINKqt+h+k6SJKGPkCDfv08vGdgVtZbd6Vv57LPPyM/P56WXXqJPw4Fsz9jMyJEjfd9XnU7Hzp07cTqdmMPMRCZGkNI8mdIzxUg6idO56QH+U3LLFH5cPZ8RI0YwePBgQEnEsmHvDprUaUT2rlxGjhzJZ599RnJ0Ig11qQHtIFwKaEeLFi0YMmRIQIIYEZMnTyYsLAxZlpk+fTonT57klVde4VTBYZrWaQXZgf7T7NmzmTBhAlOmTOHEiRM89NBDXHXVVQBklR5l4sSJpKamEhUVxWuvvcaePXv48ssvK/RXpkyZwieffMIzzzwDKBOOn376KQD5+fn07t2bbdu28eWXX/Lmm28SGxtLREQETz75JLfffjsWXTStwq7z2WnVxf0/e+cdJ0WVfv1vdZychyHnnBFBBFEEBMxi1lXXuK6ussY1bFA3/nwV1DWtOSdAFAUJomRByTnDwAyTc+xY9f5RXd236Gp6GMLMYB0+fGgq3HrqVuin7z3nPOyqX0Dv3r0ZMGAAM2fOpLV9MJIk0crRh08++YQnn3ySf//735SVlXHLLbcEB7buvfde2rRpw6FDhxg8eDA33HADI0eOBODuu+/mvvvu49VXX+Wpp54C1IncmTNmkensH3FSr6XhN7dPYu5XK6kor27qUFo0zNypYTAHppoRbrn7Ql6f+lVTh2HiSDgc4PEgJSeD24UlPRWL4qfOYeGJVd8R64zhnA692V54iPnz55OTk8PgwYOZPz9UCaV1Uia/GXwZimzl9V8+ZOHChVx88cX8+9//JtYZy3fffcd3332n81vQUKPUsjVlJ/l5BfTu2ZvEknj6nt2Zn3P0yZqiKBw6dIhu3bqxbLnK7OnevTvLly8HVCPw7t27M3u2WjGkW7duLF++HI/s4b2lb/HHP/6Rm266ibFjx1JVVcWIVl3JiGvFp/veYeTIkSQmJuJyuXjvvfeCieLXxe/y+Uuv0DmmF+e6JrEsf74upjV7VxNriaNub1Wwst3hw4eJt8SzdNdyHE5H8JjDWw2gvbMVHo+H/Px8unXrxnfrfwiex5dffkm3bt1o164dW7eqrKzExEQURaFNmzb89re/JSYmhvPPP5/c3Fy2bNnCwYMHycjIwMNOdlt/otxXSGpqKqWlpUiShQ7x3bn88su56aab6NatG1dccQUbNmzg5om/56MF/+Pw4cN4PB7uuusu9VoEEt726d2ZMmUKkydPZujQoTz88MP88MMPSFioqqrivvvu0/WD2x3yY3r++efZsWMHVhwsXryYMWPGcNFFF9GuXTt+//vf88MPP9A2ZgRxtlbBffx4cfurSE5L5g9/+APbtm2jbcJoABLs7XDa0pkwYQK33HILHTt2ZOLEiWzduhWr5GDt2rV06tSJbt26UVxczKhRo9i5cycWyU5+fj533323LtayMrUMdTQmYkvC6sXbccue6BuaiArTwNNEc4PNbuWy20Yw89XlTR2KiSNht4PfDwkJ4PMiJcch2WwcKCnm4d2L6ZfcCmdyAsv27+S1117jhRdeICsrS8ck7p/ZnUtGXETx3nze2TGDhQsXMmbMGObOnYvVYuXdd98F4MEHHww7fJGnkOys3RzMzWHYkDOJPZBM+wFtcRQ6dNvl5uaSlJREamoqP5X/iCRJdOnShYMHD1JcXIzb7aZTp04szlYruXXr1o2DBw+S78mhYHsub731FklJSVx77bXIskyqN5NBicNYvGYevXr1IiUlhaqqKjZt2sTy5csprS7hufX/wL/Oz4j0kfRM6sPsnK91Mc1YMROP7OHnn38O9sfu3btp58tk7tqFdO/enaFDh3LppZcyMWsUrqp6fjm0g6ysLOLi4vhq/zxsNhsdO3bk4MGDnHPOOXTv3j1YNCU1NZVhw4bRoUMHnn32Wdq0acOZZ57Jhg0byM3NpaqqivT0dGrLKlnr+S64z/r160lLyATZwpAhQ7j99ttJSUnhzDPP5NDBHK6feCefL3ibAwcOcPDgwWDxl4KCAqwWK2mxbQ3zFZDYv39/MN/SkJ+fH/z8wAMPkJOTg12K5ZVXXmHr1q2ce+65eDwexo0bx6ZNmxgYdxUJ1la6Nur8ZWRYMrjuuuuora2lf2JfANo6hlBUs4NBgwZxxx13EBMTw+DBg8k/XIiEhe+//55LL72Ubt26sWPHDvr06UNJYTkSFtauXRuccA3eb0VFhkbxLRmff7DQrMp3AmDmTg2DOTB1AiBhQcISlIeItMZoZsBalQkbdt6aOkdv6ntMEF6EgQkN8TgWKXSpo5mKatR0e4TRfp2ELwBvYJlfEeU04RR60Y/JqqOjqzF5hafMI9DZrYEudQnyvqClp2aobLNg8fuISYvHW+smplU8frcXKU7ClhCDp6yGhEFZVK/dTdoFQ/H9uITkyeNg9RKcI4fj3bWXuO7JgILFU4HUsTvyll+wDhuNvGo+0pAhOFcux9IjC+v6HJbmHWRu9nZGjRrFT6tWIcsy48ePp0uXLkEZnIYYn4Ne5e2p9UsMTxjMJ598wmOPPcbjjz/Oq6++Cm51kEUzXNSQkJCANd7K7I1qZb4fFyzmzLgzsH/txO8KFwl9+umnTJkyhZUrVzJo0CCGDBnC5MmTg+v+8Ic/MHfuXLp27cr48eOZMmUKoJqPT5kyhYsuughJkkhLS2NJxQI8RR5atWpFXV0dNTU1XHLJJVxwwQU89NBDALTt1YoJEybwwgsvsHPXRuLiY0lLS8Nms5GUlBT0Dogpi6NkXQUA6bYULmo1jun5X3PF5CvIzs5m06ZNPNn9WnrGt0USzuO2225jxIgRdO/enfnz5+NyuYLeTqDKJL1eL48//jgAgwYNYtGiRXi9XiZNmsSwYcO488478Xth8da53Hjjjdx+++08+uijJFrSGe68ij3yGmZ+8A0upZY0W1vOS/otdWszOCNlImuXbqGu2q2jMHdxnk1X3zkkJWxl4ewVfPP1XOKkdEZ1uhFPWRzF8hqmvz8XR6wNr9ePzWpBkRS6ZJxF27ZtWTz/J9q0a03XhAu5+LrhfPDxW/wv+y3q6upondmRccNvpnVqDzp0y2T1sq1MvHwEH7z2HddffQufznibHxasoH3KUM4aMpqSokokCTL8l7L/8Ho+fO9zvH4XMbY0OiaOx2aJo7RiG+++8Rk+pQ6L5CTGmkrnxEn4JR+Fudv48L2Q0amG5Jge2Kyqqbsoz4v27lB0wpSAzNhgn4jUb0VdbpVC70G9lC/8/agVlYgkmrMoFq648RwWzltNeak64+cXttViEc9NPI5VUd+ddkLyPEdgvVP4ChWlzxr8inE1IxMmTBwfRNmdq87D9FeX6dZHldih2Qc0zBBdd0xj1V3IPF3UyOk8zQPrxSIsSviGYmoUKjIjmpOLv0a05UbLIiFQjEaULNvVz/Y4Jz67H8lqwZLmwFNeQ2LPtnh37CJl9ADKF28kfsIo6ldvIub8ofhzc7EkJ+HIsEFZIdYBA1C2r0IaPBZlzVykMyagbF2GktkHOXcfUl0SisfD5xt2sK2ujKysLLZv347FYuH3v/89BQUFuoEIgHQlgU4HUulkTWVZXBdefvllFi9ezPr165k5cyZ+2U/r1q2DxUI0JCcn4453MWf9bJBgxezFnJ98CVWlHmrK66F1aNvq6mrmzZvH/fffz9///neuv/56iouLg7ncF198wR//+EcefPBBJk2aRGxsLCtWrABUw/MePXpw3XXXBaX4X+d+iizLdOjQgYKCAmpqanjwwQeRJImfflIrxp157lAyMzP5/PPPWVz0A/GJcaTFpQVzsPr6ejwVHpxFNmpKK7BK0MfWmbPTBvPcvrd5+o/PMHPmTKqrqzm3Y0+Kk6qYs3cpK1as4J577mHq1Knceuut7Ny5k/3797N///5gwRhQbSPeffddPv30UwC6dOnCnDlzkCSJP/7xj7hcLnbv3k2K0pZ9peok1gUXXMBf//pX4j2tGBQ3iZ2ulbzx33fxKz4ybZ0Zk3QX1T+n0id9FHO++AGPS29d0sc5kTa2PuRa1vPJOzPx4SLZ0paLu99HeUkNh/JWM+uj+VisEpIk4ffLxMQ66Jc8geT2FmZ9tIBu3fqQahtCl7PimbtkJj+vmoZVspGR0J77rv4nh7f4uPA3w/h46g9c+4dzmfXmSq6adBtzF39BWd5uhnWcTMeUDjhibBTlVTCp0738sns+L7/wBrLsI9nWiQGJ45AVL4ez1/Lqi+/gU1w4pHgSbK3pl3QBLn8FuzdtYMfGb454siy0jxsJktIo+R40Hwmfts9d91/J/16cddRtG3pMxeD3owkTIsyBqWaEux68lLde+Lapw2gS2GNs6pdxq3hqyutp3yeL0m159Dm/B9t/3MPgywewb9UB+ozoSFVBFXanneT0WIp25NNnXE+2f7GG/r8Zwf4Pl9HuvN4c+n4b8e1SqTlUisUu4a9zI3t9uA4UoPj9VP60lXigau4yEp21uBaqDCPZrfoBSYkWlAJVTievUllAyoal4PUjb9+AUm7DVaBK5P75z3/Sv39/ALKzs7n++uuDM1J5eXmqEbqQqI7LOIeN+9UBrSeeeIKdO3cCamL01VdfsWTJkuC+d911l2726JFHHmHHj9uRFZnD7lwkScJutwcZOc8++yyvvPIKeXl5lJeXc9NNN1FdXcMZSUN57bXX6N69O7m5uVRXV3P33XcH5YYXXXQRXq83yKYCuO+++1i0aBH9+/fnww8/JCEhgXXr1nHRRRdRXlxBuq01bdq0Ydy4cbzwwgsoyDz66KNcf/31gFrh5h//+AdnnXUWvRnC6LRzAEh3QomnlEJPEWPGjOGVV14hxZZIbn0JfW45j6572vH3v/+d1157jYKCAoqKirjuuuvwuX3c1v5mygLeDbOLvqC4uFhXxfAPf/gDF154oepdcOgQN9xwAwcOHKBnzAjcjnJGjhzJn/70J2bMmMHwhMuxSjZ6x51Nz9izg21oPz56xZ/N6I4Xk7OrCLfgpeFS1ONlWPqQkdAntE8FOC3Q3jeW9vHgxYs2luGW3OCD2kPQOe5CKAeLzcLiL/fRMTYgS0wEn9tHwR4oYC/rftkBwPT3VdbYjvVFdEocS8fOWZQWVVJX68ZutyFJ0KZTexTZwvkTf8eXn/7I76ZM5q0X5nDPw5OZ9dlSzh1zBgf25OGItRIT42DvrsP0HNiOxQvTGXZOT5YsWsvgob3YumUPGa1SKC2uQJIkXK7Tg2X089LtwUEpE8cHBSI4TRxfmyZMHA9ufmQ8Hz2/KPqGpyFiEp3Ibi8ZHVMp2l9KpzPac2jjYXqd242iHfm07pWFXOfCYrGQ0j6F0q2H6TmxD9s/WsWQ20ex7s3l9LtpJHu/2UDmwPb4coqw2KxYbH4kiwVvZR0ORaFuj5rX1P+yGbm6Fu/Pq8HnQwbsbdSnWPGp/kbKz3PBAsr6hQDIW38GwJ+rrnfX1BIXF8eHH35I586dkWWZTZs2cckllwS9qQ4cOIDL5cIp/Ja9uNUFvLTxTSZOnMijjz7Kiy++iNfrpbi4mCeeeCKYex04cIAXX3xR10+XXHIJpYVF+GQvRd58khyxOjbz/fffzxtvvEFBQQH79+/nN7/5DUnWFNLsrXjsscf43//+R2FhIbm5uVx33XXIsowkScEiMlruBjB+/Hhyc3O5+OKLg9Xl5s2bx4UXXkiKJZ16pZbevXvTpUsXPv/8c/yKjzfeeIMhQ4awd+9evvzySwoLCznvvPM4J20EPeO7Ex+oeLihcjtexceIESP461//yoDErvxcsYPxd11B2r9mcffdd/PGG2/wpz/9iV27dnHbbbeR6chgUsbFuGQXFd4Kvi9dEMwFQZXovfDCC3Tv3h1Zltm6dSuXXnopVp8Tpy2exMw4evfuzWWXXcaOHTs4P+kOHJZY+seNo3+cyvQXK3UPSb1QHfjJDRUCEgd8O1nPolPSWcFr7SuGeOLoI10GMaFrJtuUoF5JyVU4M6E/qKk3B5b66C1dHtreC1u/L0dG4eOpat70zXur8ftkynbHMCT1OhKSY1GQcbu9JKbGYbVYGHBGT4py6njgtif45oOfuGHKWL7/ci2DR3bn8MEzsdosZGQlsW3dQc46vzezP1nJZVecz3cz2jFyfD82rNpL646pFOVVYLVacLldeN0+fL7To9rcnFkrmjqE0wJm7tQwSIpyOnq6nxpUVVWRnJxMx5RJWCQ7cuAHayRdsU8JL69ul1SnyDiSSUqOo77Ojc8buiTRRrn9BiwBTYIjGvwateMg5FKZKKcGPyehmlknWEJUZ6MZPHFWULGoYy9x6TF4XF6S0uKQLOpsR7suGRzYls+Yqwbz7ZuruOHh8/n8hSVc/8cxLPtyM31HdKJ4vyofSkpwkL+nhHa9MslZk0P7vlnkbC2gbecUKvOrSIix4g0wheICw6rxQnniROFzjEU952R7qL8yY1yhzwlq+dNW7UN+BHGD1XOX0o29deRi9Uvcm11HYW09k6YvYmeZvgJfljORewZdy8db57O3Tk2SLswcw4WtxlDhUTuyyF3BgpK57KnbHXaMwYlncth1iGJvUdg6gIszJ7Kzdi/76vYxbNgwFi1aRGpqKhemTyLHlcPm6hBbK84ax9Wtr6RbXFe+KpjLxup1wXU2yc6E9MtYVv49Nf4qw2NlOTpS6DmkW5Zma82o5Mso9h5mddVc9TiWRNLtWeS494a1YcHCNVl30TmuLaAOTNX663h+/8vU+tVrcGPbCcwvXsWO3L30bteNngnt+bliZ7CNZFsCN7a9iu7xXShxq304u2gm22vUc+0aM4BqfznF3lzdsWMtiQyNv5gESwYrqz+jWi4lydqKHjFn0ck5KHhfiwmV9jk1K5FOA1vzy4Kd1AvPkjtgXu6XQs+eUcEBjxS617ySWMY8nKGjLYs062WJIqszKqwgMo00to+Mn9g4Jz6vj4zWKeQfLqH7wCy2bNzLOWMGs2H9NgYP7U1RYSkpKYmkpCaxb28Oo887gy8+XcAdv5vMf6d+xm/vuoyvPv+RM8/qx/at+0lIiKW21qWWgLZaqKqsRZYjz4yJjCiRkWW0Pp7Qu8muqO8kn9D3XsLfqzomAFYuvnokX89cHFxmNFMoXg/x3WgPGJk7BUPz+EAmHC+8I42YFbKi4FXcLKycRmVlZXA2vSVC+777c7cniLHGRN/hGODyu/jXvv+0+D4y0TBo99KwpLuxSU58gfeX/rkVP0cudKKtS8lIoKIkvKKtEXMq2nopwj6WINPIeL3mvyOuF7e0GK2XwGKRcDhsOGJs2GNsKD6FVh1TyNtTytAJPVn19VYuvOssfvxwLRPvHMH6eTvpMqgtlSU1SD4/ienxHNp4mO7DOrLhu+30Hd2FXSsO0L5/a8r3lRKb5MRfo34f+T1+YgKvuhiBzCnmUckBc/NUR+g9mxkTes9mJan9nNGxNrjM2Vtl2Fo6ZYQadYTmvpU8NcfzbFfzpY2FZUz6YhGVXv3kR7eENtzf7zL+tu5Dqnz1SMAfOl1Dz4R+ANT6JA7V5zKnaB45Lv33PcDw5HPYUr2eerkubB3Axek3sLRiLjV+1Qj7jjvuYOTIkUxKu55NNavI9xwMbptqy2Rc6jXEWhNYXD6LXCG/SbSmMixpLEvLZxvm4QBZjg4UenJ0yzo4u3N+2mWsr1rG1lq1imB7Z2dq/FVU+MrC2oi1xPFEtz8SY40h0aZ+p+bUF/DsvrfwB/KFp3veyH8PfMuO3L30bNeVVs4U9tQeDrbR1tmam9tdjdOSCaisldcOvU5pIMcclHA2++q3U+PX57IptiyGJ1yGV3HzU9VM3Eodabb29IsbQ7pNNUMXcyfxN0G3QWq+t3tTKA7t56Yc4ee0tjyyyXb48oYuE38DGe8jG35WjmA1xSfFUF1VT7tOGeQcLKLv4E4c2l9Epx6ZVFfWERPjILNNCtl7CjjvokHMeG8JN987kbemfstdD1/KzPeXMHxMb7ZtzCY+IQaPx0dFaTXxSTHkHSomISnOcBLNKGc5mSwpEZddfS7fzFwWtrwxbRkxpoxURlr+KitecisXtejcwMydjg0tcmBq0aJFXHDBBQAUFxeTkZGhW68oCu+//z6vv/4627Ztw2q10r17d5566qlgRS9QNeW33347K1asYMiQIbz99tv06dOnwXGc6IGp8ycNYcuG/ZQWhl5KTTEwlRmbgrveS/eurSk5XEmXgW0oy6+kVYdUJItEfZ2Hzv1as/7HPYy/cShfTF3M1Q+dx8z/LuPcawbyy/e7aNMpjZKCSuSALrm6vB6rzYq7JpSEiNKXWKv6Oc4W6rt44XOsTQpsF4r/VAxMTZu7lgHjr2bLopk8dPGZuoEpUL+IV6yvZU91BTIKdk9r+rfqjNKvH7nLd7K/Lp9aXyxtYlS9uzYwpRUCrPZVkV2fg1f2EG9NpF1Me5yWGCT85LvzkfHjCHSDTYJ4Wzxp9lT+svvvPPfcc9x222089thjvPvOuzzc5SGSbEkUe4opcB8m1hpL97iuWAI/8mt9UOYt5bArFysOOsV2xWFx4pW9FHnydUmFV1GIsyQQa0mnzl9NoScHl99Nki2dVvb2wZHKWn8Z9XIN6fY22CUbJd58FOGetFogxZZOnDWB+MA1TA/8vnf5XbjlfBJscbRxpvPQjhfZkbuXPu278/qAP3Kovojt1YUk2uLok9CVOr96HtrAlKIo7K3NAyTipSy1f31FFHuKkPGTYEkhydoWq2TDryjBpEg07zzawJTNbsUSa6Wmov60GpgKHVMOnE/o/jd6R4nQ3i3JyQm46720ykrD7fYSFx9DUnICxSWlDDurHz8s/IXbfnc5L0/9jCkP38AHb3/LFdeOZeXSDWS1TqemykVFWTVJyfHs2ZNNRmYquTmFOBx2PB7vCR+YOnNkb1b9tEk4d3Ng6lihfd890fXkJFf/2X96JVfNFc0hfzoZA1OX3HIWcz78OeL6SDjRA1POWDt+j0xG2yRcdV6S0+NwOG24aj30PKM9m5buY9JvhzNj6hKueXgM37y+kgm3nMnaeTtp0zWd8sJqfG4/DqeN4twKUlslUJRdTkKik/oa9V0n2iAEFHjBysYAQuqEM7DcKeROp2pgatqctQw4fzJbFn/FgyN6AqGBKYDCvVY2lZeQXVtFTW0iHWNTaNNxCI6kWAq3ZbOxsoQ0RxIZjhQqfepJ1QpV/XLrS8hz5+GVZZJtKbR1tkPBjkf2UOTJxxf4OtXex0nWFGr9tcwoepO5c+cyaNAgbrrpJtYt38j1WfdjwUKBJ5cKXwkJ1mTaODpjkSzBYYxiTx7lviJiLQm0c3bBIllxyXVUeIs5Esm2NOKsiVT6Sin15uHHT6a9DekONVexoFDqLcSv+Ggb0w4ZmTJvHhoHQsv7WjvbkOpQv2e0gSkAhSoK3GVkOJJpH5vInZv+G8yf/jdgCusq8yhyl5HuSKGVoxMWyUKVN9R3FR4/hZ48JDmGFHsGfsVPviuPKn8ZEhKxljTSbG2C1QsVRcGnKMH8ScuTIg1MOePVmOtqQ/fN6TAwJe6v266BA0cWi4QzwY7VYsFmt5KcmkBFWQ19h3RizYodXHbdOcz4YDG/e+gypr//IxMuG86W9fvIyErC6/WRl1tKu46ZrF+9ix792rNxzR7adcgkL7cEm82C12tsJROK6dgGkxxOO30HdGHj2vBJdHNgqmEwc6djQ4uT8tXU1HDXXXfRtm1bnTmiiHvuuYf333+fBx98kP/85z/4fD62bNlCXZ1+BuWuu+4iKyuLefPm8c0333DNNdcETZWbAls3HsBiObGGw3a7DZ/PT8fOrTl4oIBhZ/dl0/o9nDduCAd2FNG1Zzs8bg9ypZ1ufdvw0/fbufTqs5n5yjJ6nNGeopwKbDYrdVVuinLKqS6rx+eX2bcpD1lR+GKqykL4YtoSABZ+qjJyKoprDLwbfFGTxOaGF+auY/3z07n9wSd46OIzw9ZbJIn+Ken0T0kH4GBJCvhkXHUerJKFHvHtKHRHfswSbUn0ju9n0K6VdjFqNTgtedQSUEVRyHRk8NRTT/GnP/0JRVGYnHUFSTb1pZTpyKRtTGawLbEscpo9nTR7Ol7hu8FusdMupqOudLQ74GHh9kOcNZEusX3xCb4W2qckWxpJqJ5PkiSR6WiHVbjEtqPczjHWGDrFdYy4vmNsK1LtbUILjvgOVI+nzsrV+wIsJ3sW8ZaQ6aXoxSFJx3bvZXVKpX2fViyfvSX6xr8yVFbWYMFKbo6e1SfjZ3buEgBenvoZAP8N/PvBW99gt9s4nFtESnIKrno3rdqkgSQx7Ox+5OYUcvvvr+DT97/j6usnsHrFFjp2bo2/xkZpSRVZbVLZvuYQ3fu0Y+0vO2nbIYO8nBIsFgk5igPk0dhbJkz8WnA6509bVh8gNlC99kTB7rDi9fhp2yWd4rxKevRvS2lhNa3aJGOPsVFTUU+vMzqw6rvtXPjb4Xw+dTEX334Wc9/+mW4D27Jt9UEsFonS/Cp8Xj+/zN+Jp97LjKlLAJgxdQmSBHPeWIVVkijOqQD0A19FdWppem1QqiXhhVmrWf/Pj7n9/seCA1MiHBYrw9KzGJaexeFS1V+zrM6NHOcgxuqgZ0Lk/AAgw5FBhiMjONEH4JXBYXHQPqZTMM8RB0+skgObZOPaa6+ltrYWh+RkUvoNWAMTpVmODmQ5OhgeL9PRNphzaIixxNHa2SlsW+0KJtvSSbWnh6+XJDIcqsmVRZKwYKF9TOh8xUFDI6TYE0ixa8x+/febJEn0iO9Ij3i1vQpveO5jlay0dXYI5k5WyUqmoz2ZqHmnRw6OSAXbPJYMqu9ZnaipqGfn+pzoG/+KIMsKtdWhScuyEnWye8WizQDM+ED9TfXmNNW7avr7P6r7aWx3nx9FVvB6fMTEqpNlQ0f0oub7OiZcdhZb1u+jTTv1fsvLLaZ3/078MG8to84fyPzZqznjrF5sWruHzKwUigoqUIRJWyNoPl8mTJwqtLiBqccff5zU1FQuvvjiYPl1EV9//TVvvPEGX3zxBddee21w+cSJE8O2Xb58OXl5eSQlJXHeeefx3nvvUVpaSnp6+JfI0eCSq7FItuCIuchUEI1vDUfUAywrt1SHNVYdWPBQL+yv/rJ3KqEZ/PjYODxuL526t2b3nmxGnj+Adat2Mv7iYezYkk3P3p2orXZRVllBt57tWLZoIwOH9OTQgSLVpN2rsHt7DsW51RTkleFxe4lREti4fg8An7yivgi/n7kegA2r9mGTLFQHXqZGrzAtkbIJM5pGsxIRKe5GRqXC7qEBhtB24rCXEfzWgJmn4FTq8od/29sShJY6B6jOXdQvZ+yBR8RqhS5tsdhUTyZbZSj59ftD51zvt4EiUVvvp9Zghq82MAEpJlLawJF4FuLspk8LL7iPxC1tb2F7zXZiE+PoEtuZZHtycOAK0A0OaV0n9qcrcFCfHL4dhPrbp5sNE9vXZrBD0I7vEA5uFzbQzskaMH5dWvoTy8tXBdeXe9Uv6DJvNfdseQkIXeOJmSMYmaqWOHYI5+kIzAb7hGViEqoNsOlm9URj24AZrWjor30+sLuQLbtVWn+9wH4SWUkaJCn8ORdZUkasHiMDbhF6o3FL2DKfEIcxzdt/1PVGxRhEGJmXRy+cEL5eZJB6vV68Xh/uuhIA1v28HYDZ05diwcqb/1UNNj98S60AtHtHDknOVBRFoa6uHrfLi81uRUFmyIjuVFRUccl1Y/hl5TY6dmmN1+OjuLCCth0y+GXFdvoN7sq6NdvoMaANK1avweG043Hrr58Ws9gL4jW2Bb4mRQaHPbCPNdJgZ4vjITccChLKCZ5gONHtmTBGc8yfjgXiDLyWG2nv85gEJza7UaEFvZF5TLwDV62Hjj1bUXCojN5ndKQkr5JWHVKIcdopL66h15AOLP92CxNvPJMZLy+j55D2FOVWoEhQVVGHz+OjptKF3yezf4tq1P3Z82re9OUry5EkiZVztwFQVRpiFYUKtoTud+07yC++NMTHQQ7upOuJ0Ppo5ufhuVPw2MIiq/AV4QxMkLpl4d0th88ySUJhOylNZZsr3YTBJC1/stuQ2qtMKuvhEEPXYg1/UfplBb9XFal5FdHwXf9vtGVAcDJNnJyzEssVGXeR695HXGoS7Z3dsEsxwZxHzHOO5zWul3CKnwOMb93lUI8k5sHiWFJogC20cE7hauYVrw4eq0zIn+7e/JLuPM5JG8m5aSN1+Z7WJ2LfGH32GbDJxc8iS0q8h9f8sIsjEWIaiZOcDWM8RVp+vOwoo2UiS+po+xv9povYvgHzyohRpG9H3359nRsZmQP71UmF1cvUiYBvZqgeUDM+/BEFmR1bDwT3yTlYSH2dm53bs1UFht1OTKyD/oO6cSi5kPYdW6EoCgV5pZwxvBffzlrOuEnDmPX5YkaeO4C8wyW065DJji1qmx7fqfEdjaYiaIkwc6eGoUUNTC1fvpw333yT1atX88033xhu89JLL9G5c2ddUhUJ3bp147XXXuPee+/lm2++wW636yp+nUo4nHZqa+oZPW4IOQeKGXPBEFav2MaFl49k87q99O3djZrqeqor6+jYLYvVi7fRrVdbdu/JprqyDo/bx8/Lt1FSVMnB3Sqt2IubLev3ASHzujWr1B+Ch7ILVXnPaWLO16wgK6R0zqBky+Ho2zYSyfZkzk49O/qGzRiX3HMFb937kW5Zq1atKCwsDNv2u/99SfV0Y8+tk4WuA9qQ2C6OlfO3ndLjmtBDG0jKPViEU4ll7YpdIMGcGWplo0/eXgDAnh2q34gkSZQUVVBf58bt8uD1qCak8QmxXHbVuaz7ZQedurRRB7GKyuncpR0rl2xi8NBeLP9xI126tyV3byk2m/W0MS81YeJ0zp9i4hzU17oZMKILa5fspt/wzhTllNOmUzpWmyUw2NSelXO2Me6aIXz5+nI6987i8P4S6mpclBRUUlleS32lOoGwJ+CLM/3lpUhILJmlyoB3rFX9FkVLgpbGAm/ukCwSce3SqDlYctKOkWbPIs2eFRxykI/CGGmumHD3ZF74/ce6ZZHyp69fm0XlF6c2fzr74r7k7S/l4I7weEycOtQGvOX2BwoXrF6hDmYtmrcGgN07Qh6yO7ZmoyCzarnK3nK5PFRX1WGzWujSvS1t22ciWRTy80oZOrw3385azoWXjeTzDxdy7tgh/LRsM23aZZCXW4yigN9kqptoBFrMwFR9fT133HEHDzzwAGeccYZhYuXz+Vi1ahUXXXQR06ZN46WXXiI3N5dOnTpx77338vDDD+vkPK+99hpXXnklTzzxBCkpKXz66afHLPdpCFq3Sacgv5Qzz+rHlo27uWDSSLZv3Uff/t2oqfRQU11H926dWbt6B84YlW1VWFCO2+VlyYL1VJTXcHh3ebC9revVketF364DieDgU0lRZfjBTTQJ8tdkN3UIzR5zXv+ax/79WPD/5d5qCgsLycrKIs2eCBgzpk4VDu4opGaHK/qGJpoVFEWhuLACgA2/7KZLr7YUFVZQW1PPZx+og1hiMlaQW0ZtTT2VFepMfp/+nakorOPiq0aq+3dsj8/np/Kwm1ZtU9i0eh+9enZg17ockjPjqSyuDYvhdIaCnlVwoto0cfLQkvOnjDbJVJfW0q1fW8pLamjdIRWH005NhYseA9ux4rutTLh2KAs+X0vfMzri98lUltRQnFdJWXFNUAK3e1MuFiS+fH05AMu+USXaezer7AOPq+VZDZyO8NW6qdx58ib1ThcsfOMrHvynmj9pjCkxfzJiTJ1KrP1+F36fOTDREpF/uBSA9b/sYswFQ9m7+zB7duawZ2dOkMmksbIWzfsFgMqKGpwxDrr2aEdcXAxt2mVgtUkczilm6PDezJ65lPPGD+XbWUsZPLQXWzbuISk5gfIy48JLpyPM3KlhaDEDU3/961/x+/0888wzEbcpKSnB7Xbzww8/sGbNGv71r3/Rvn17ZsyYwaOPPkp5eTn/+te/gtuPGjWKQ4cOceDAATp16kRsbGzEto2g+ZbYbTbOOfdM9u07SO++XfHUK7hcbrp178Dyxes5b+xQvvhkIU67E69HYcP6neTlFrF/X25QJrN+ncpkOt85GLdSw8bN6qh2UXlA1idSgXVyOTlsmU2xhe2jp7aGswBESqo3IGOpFxqwCebOmtJclO1ZA3IdqyDbEUn1RmRzHZ1d0toxkuqFJGd6o0V1W1HCJgmyOU1R5hEo6G5ByufxBSQ8gspq2hcreGHO2iAF/XDgB+7h4ko6XPYP8KryK8XjZ8oZffjj0D5U1SUG9y/3qPu1v2gwa99UE+BawZ/eEzyP0DJttk7sD6/B97kozzOS/Vkj5NRa34rHdAcut0vQjovHDJbwFfpbTNqtQcPV0D52JVzeZxWvjdZ24N9z00dyYasQ6+uJndMASLEl8n+9HwqLudYffh5Htn0ktPCNpHoQ8p0SNfbugMSu14AOKHF+1v+0B7cUktdqCD5n6J8fzZjbZyD5U2MNL06gQZTCWYXXsyYPtigGHSq0JT7b1iiG6dFo5Nq7SSdNFp7vSBLAsOMI22nnJ7YjGhpbDI4pQnvfifvYDLYVpZM7d+1j954DEY3dS8sqANi8Xq249N3XP2HHyRfvq+WmD20rR5IkEknAVe3BVy+TkBSLVbIw/MI+rPpmG6OvGsiO1QfJaJeMq85LYV4FKZkJ7N14mNSMONhy+vhcycqJT65OdHsm9Ghu+ZP2LLTplIrXJZHZNhlHjB13nZdeg9rz08LtXH7zSN5/fiFnjevNws/X4oixU1lai7veS2VpLSgSOzeo/jVfvLqUzLbJ1NV58Pr87N2er35fufXFYY6U9YXFZSCpCvfKjCw10vYTv09kKXy9jqETWG8RZFqGsj7x9WEk65MNlgkNiLtoqiKLkAqKuZcrmB9YhGWh7ya3N5A7CfM2L8xdywvzN4Aj9D4O5k8F5XT4zbTAzmrjU0b04ab4wcFtPbLapt/hpN3Ygeyb/rNelheU3YvL1H+N5Hvicn0uGe6VqZfvGUi3jvP9pJNMBj6Ld6asHJkd6T0xNc/zOn9o2ei0kYwODDbFWBUe2v4CAKn2RP5fn4d0FhKVXgmXnyO8uDQ7h9Axxc9+AxsEQymfKMsT1g+b1Ju9mw6TdzBUaTCabK8xUr2jbacuP7psL9hmA+V76vGPbnRuJNvTHesYJXxHtt+YNhu775Lv1x11wqGkuAKATQErmCWL1EqTO3eE5IS7dx7E75fZukklUSQkxhEb72DE6P4cPJBPq9Zp2G1WDmbn03dAV+bNWcHwswaw9Md1dOiYRd5pkj+ZuVPD0OwGpnw+fSJhtVpZs2YNL774IvPnzz9q8qPduFVVVSxYsIARI0YAMHbsWAoKCpg2bRpPPPEECQkJwX2cTie9e/duUGwffPABTz/9NBUVFdTW1uL1qj8GfX4/JSUVFOSXUFpSgSfwG3bdL9uRsPDFJwsB+GmFSgc/nBOZ2vrZR/MaFIuJk4MB469i/XNf6JZFokevn/4x7F9v2I42KGWi5SL/YCk1yq+LDXM64tyxZ1BRXs2G9dsb3YaiKMiKQsEhlbm6cYk6iPX9h2oSNu+dn1EUOLC1QPWw8fpwxtjx+2R6DG4LWyA1NRW73U58fDxpaWk89dRT3HLLLcd/giZMBNBc86dIuVPn3m3YujqHyvJaSouqwC+xe7MqyX3/eTVvmvvxz1iQ2LxqPwCuOlVGd6QVc1lhNT8taPwzbuL4MGDitax/8cuw5RHzpy8/hoXh18tb7WLf9PDqiiZaFnatz6WiuCb6hiaaNW68bSLzZv9EeVl19I0jQDNPzw54Y61YsgEZP3NnB34nbQ5tm59XTH2dm4py9XgDB/fgZzN/+lWhWQ1MZWdn06VLF92yxYsXc99993HllVdy5plnUlFRAYDLpU7VVFVV4XQ6SUxMJDU1VZ3ZTkwMJlUaLrzwQr7++mu2b9/O8OHDGxVfUlIS3bt3p1OnTnTv3p3OnTtzww03YMHGzq0HUZBw+/w6s2AjGBmi+xU1Ubv999fy4vMh3x2NOSCO5huVTLYTXoJSZFdIOiaTRdf2kZ81iLMGHkOTP5vwSW3TJh2dpSFCHITXRuTtFuOR+SBLRjc6rP6nTpgZkoQ7Wpst08+whbZ1+9SNXeWhnTZ9/iG33/dYsJzc4bKaID26XXpi0JNL9sDdPfoxpGd/iupCyX5ZgDE14I7RrPif6uvlErpOm6XSs8WObvyusZvEUxfZUUYMIr3RufpvvdARGlPKJSzzCswWfxTPBUtgdtZrcL2sQmVJm3Bu2uSrS5j1k4XroQRnoyXKverG4kyodh56BpoS2DcE8dxD5YeN4Q+cs1+YMXIH2EfJbeOxeGVKKyoMTXf1puACizHQpkV4Fho61yOypOyKM/QZ9bNVCR3TKzCuvJLKBhLjNDIi15dE9uv+BWP2kk1yGq7X3kmNKRkc6d2jtS/2p7g+uFx3QQMmyBFmKVcu3YjfLxteQzE+sb/EvncGPscKccRYDN7xgVvZW+fFLfvYuzUPCxIrvlE9yj777DOys7PZu3cv2dnZJCcnG8bb3KFw4unjp+Gk3ylHc86fIuVOKxdswyY5qKpWf8BKivj+CS+komcy6dmTfr/MjQ+M5aOpiyLuI+JoxVkiMas0xoc4KBatyIsRe0pcH2RPicwqA/aU7iiG7Cnxiy8Se0pDOItKND/XmNB1AmOqxhd651W71HdiXWnonbjp0w+5/f7HdTRqXf6UHDBHD+Qc9/XvTdfk0H1WF2jfLdnoc9NItr+/Ao9wHloeZGR0bsSSglAeozf1Fln36r+KLmcIx9GqlkWCyDLRHT9wPUQ2eSj1OjrrTYRfeFasvlAu5VckSj0WXd5ZF8iZXEIgnsBnj8iSMmBERWJMBXOrCIVl2vfIoK7GhcvtCVt/LObmDWVHRWIURWNHGbVpuI+umMzJMTcPX3/imVfHsj/AFx9+j9dvzP4/URDjqKhQB6Q2bdgNwNxv1N9Rp0P+ZOZODUOzGphq27Yta9as0S3r1asX27ZtY9u2bcyYMSNsn27dujFo0CA2btxIbGwsPXr0oKCgIGw77eVpsTR84ORITJ48mcmTJwf/X1V14rWx4qCUiVOPB8/px4Pn9MPauxUAHe58DYB26YnkfPwA/oCheekvR38drHxz5ckN1MRJh9fto6YmXMJnomXhyuvHsXjhGgqKmtaE9aKLLiIpKalJYzBx+qI550+nIncCgoNSJk49Hji7Lw+c3Rdbr1BVxg73vw2o+dPBp64HoH5L6Ds172B4O4pPZseHZv7U0lFX48btOrkDGiZOPu687wpefyn8u+NUw8yffj1oVgNTDoeDM888M2z54sWLw5a9//77fPDBB3z99de0a9cuuPyqq67iP//5Dz/99BMjR4bM/r777jsSEhLo16/fyQn+BOHuP1zDh+99S32dabrckjHyd6NYGWBMmWgYRqedzdevzWJ0WvOoNujzyaeFrv3XjtUrNgd9EEwcP0yfhOYJM3+CWx4Zz4fPm4NTLR19bz2Hbe+adgjHguaWP/m9Mi2w2KGJI/Dd1+Yg8YmCmTs1DM1qYCoSxowZE7ZsyZIlgGrAmZGREVz+yCOP8Mknn3DNNdfwj3/8g/bt2zNz5ky++eYbnn/++WM2OG8I/IoXBSVI9YxkQq1BlJFoEj5t308/noMse4P/VzSauhKaeRAlJxpVUyf1k8LlMBYDiY4o9bMr4VI+fwQaqEZDF+VPGj050g0lGVDYdccKPF2iGbfNQOJmJNkS+1s08HQEeOo6OrhghF7rVc+5sjIkg7TvUz2FYjyBWWONF+7141+XQ90+lRNdVpES3KfCG+q7qoCs8JdZW4KSM5E+7TeI2Rb4LA6BeA3eNh7hcogUfFfgsyhxE6njRpRtbZko3/PK4dczGoXdKtxDxpuKclKNah4eO8AZSSM5/EkRgxJGUhlgf4syTI3K7xYa0PopkvmpFlM0s1q30PteST14Wrt4qg5VRqRT6w0ww581IymdGkt4e8FnUmd+LkrYJF3bRx7fSJZnfOzQeiMJm0UKN1w3lNJFOR8Rosn7kfIbtf3wY0aOP7zYQzA24V70C+cxdFhfcg8WG0qgRYjrnYI0Oj7w2SGF+snIC9RjMIhplSRks9KXiSZEc8+fIkF8rxg97xpEGci3H6xGkqSI8qJoVfeM5H9G+xsZoh+5rdExtbgaaogOIVmfLAnrdYlQYJF4amJ3BQ8mxCyFx64rWqJZKwgLnZbQO7XEFXgnloYKv7BdleDEFxeFwgyYzytuH9Vr1cnWsuKQR1lRbVzws5ZH1fgktn27hRqfpDP71oy7xTwomMcYmHpDKNcQJWhGsj3FQN6nrjeQljXwh6AkHT3nEL8XtGurN2EPv2/8wkUWpXpWCQYkjGT/h0X0jx9JmTtUMEjdVtH9C6F8UC+DDLd2MJLvqcvlsGXic9GmWxp7th02NDePlI8dj2wvYp4WRbYXdf9gbtUw+Z66z8mV8J0qyPgZPKwHBw/mHVc7DS2UY8IEECVTb4FIS0tjxYoVnHvuuTzyyCNceuml/Pzzz7z77rs8/PDDTR1eVAwc1ItWWenRNzRxSvDHs/uy4atP+OOoY5sp7jK840mKyMSpwv6d+ZSXNN7w0UTzQEF+aVOHcFpBOUl/TDQ9Wnr+NOz8XtidLWK+9VeBKWf0Yd0XHzPljD7HtF+boZ1OUkQmThW2rD6A32cOSLRkOBw2cg41rQXC6QQzd2oYWuw3+NNPP83TTz9tuK5Dhw589tlnpzagE4Sd2/cRGxduZG6iafDAyL5IJZsZd4wDU6WHypEsEsrpyLP8leDs8X35+adt5OeYAxstGX7f0WcnTZj4teF0zZ+2rTmIM8aOx/S2aRaYckYf2L+eMWf0wV3W8P2qD1ectJhMnBpMuP5MPpn6Q1OHYeJ4IEn4vL7o25kwcQLRYgemmhNkxYs6FqrODjSGtmiRVBqz0xlDYlwKdimyOagRDVSU+nmkOgAchGjSNrEKlqJe9miyGf0xxWpeKkTpi1dRYxJp66KsTjYYoBGr0QVpzb5Qmw4DJZQoA4smmdTadwobxllDjVZ61PN31IT6iXz1n8Rqt2GblVUqdb1EqMRX7Q21qVUItGPBLYPs11PPg5VOhFvEbsBbNKKm+8TqKMJ67aOOva9ry0g6FpAkCP3pE+5bH+HV6owkDaKUT9vUKlRJtAl0du0yiHR0I8qmKN8TaeTa5JtRZRkjCjqAO3BfavfnkdDOz0voy9cXeL6+/WIVHqkeJPAR/kNHpIj7hP2194C4j5GcTQ/1HookN/OiygvrLXXBZR5CJrJa+7IixGFIYQ/vB7HqXgwJYdtGkiSGKugdvWKovrpW4B15DFR1i0GlLqOKiDqZTuB2cDhttGmdhZ0Dhv0hxizG5NPJJAPyHkm8r9XPvl+hiYbpk2CiqRBNlhcTb6OuVkJBNnwXRZPaRTuOcXXAcFlfJKlSsE1RLmZgc2Akn9IfMxxyhP+Evm6PXqlPVyk48PoTczirUGVW0qpFEx9cVu9Tl8WVhb7rrJZQIPUBqV6F2xFcVuYJ5aDlHvWdXu2zkIKVap+FeuHrSpOuuQ0q8Inf/0Z5ktg3fjm8byO9xqOtPypEZaZYRTmwwu8Pz5XFSn3iPeAN2lIg7GPcvgafQQ6p6yeDZUaVmf2KcQ4YqnhsLPX7eNoPgV9FBnLIiBX0jk+2F2z/OKvuGR0rkmwvtH/D8q1IaKh871RU4tPQKisNp9MRfUMTDYKZOzUMp52Ur6WjqqqWtu0ymzoME8eJmEQn9piGD/yZaH648rejScswq4C0ZPh9MhvW7G7qME4rKCfprwkTx4u6GjcZbZKbOgwTx4n4zIToG5lo1rjp4XFNHYKJ40RpSQX79uQ2dRinDczcqWEwGVMnABbJjkWy4ZNVNoPelPjoo9PabL/dorJ2fG6FQweKsAYYVErQYDDctBhCbAeRpaWtF1kaImtBMxsW4/RKoW01I3QdC8RgtkBnNhw0aRe3E5kS2sxT+Oyiul/AGFtg2HiV8GkgcRZJm2WyCKbEslfcNvw4dkkci7Xrjg1Q61P7xlEl9qdoOKkeq9wTenQqBZaXNsOXva2A2novfr+iY/hos1SiMabdEn6e0Wa2os2oinAbsNliLOp5GLGkIMQkcgv3kJEZrVNg3RmZYYoMN828PJKhuta6yAYTt9TOv16YCnQH2GAiK0w8J2/gHvdEeH6C+wj3unZusz/8iVoq1ZgMGE/65yucVSQ+s16lPmy9yFQymt0X2/dLvsD5hJh8XkKVO31KOMNPPyuvFVMIZzeJzEmj2TZxmdF5irGL7wRthlFfrCHc/FxcbwuwOaUILC2bYT8Hno8Aq0xEx25ZtOuVyvd5a6IyRMX+9kih6+VWVHZkjFAgwuXXGFPieyIEjaHnV2R8ikmFN2HieGBU9MDoe6+6vA5XnfoeMCq0YNz20VlYRusjF9MgcMyjm6frlgU+ysZf31HN0VHCFxlC97UXboiuh1HhGTFfU9/DYmGZSq/67o6xGue83sC29f7QO7xKyJ1qAkzrWh/s35hHjQ/qhFenlkeJDPRobHItT/JFND8PZ0QZsnYMcpZoPwh1PShsrDHT/Ig5XGCZAYsKQnmUR0iorFFoBdH6QVtmVPQGQnmamBcasaOMWFQAH05dFHDAaZj5uLr8xLOjjNoxYkdFOo4RU6opzM2P95iNwVkj+1NUWE5ZaWQFDxwbC8uEiWgwGVPNDF6vjwsuGtHUYZg4TnQf3pHEjPjoG5potrj+d+cTl2D6vbVkHNidz6K5a5s6jNMKGh39RP81YeK4IUmcNf7YjLZNND/0mdC7qUMwcZy42WRMtXgsWbSOHVsPNHUYpw3M3KlhMAemmiE+fX9eU4dg4jixfu52KgvMim4tGT/O2UBdjSv6hiaaLc4e24/+g7s0dRgmTJg4BaiprOeHWRuaOgwTx4nVH/7S1CGYOE7M/9ycEGrpuOG3E0lNS2zqMEz8ymBK+U4ANPNzIxgZ/4qQAjI0kVp6xz1X8MrULwLrA8a8grm5aHSuQZSpGJt+CnTdgCxIFrczoBpHMgs0ktNoEGm/eplLeP9IgoTOFohFNpD3ibH4DYzlRSpyjGBu7pG1vgudp0hHd8vqtnUCfdrhCX8kxDg0JrW4T4VHkBJ41Q16TejF4V1F5O0poU6QnmmyPJGm7TFwrtQZXwbO2dsIU30Al8H94veHn6dbkLO5A5IxkSZtSL8WFlk1E2lhmU8YztfuAV8EzYK2ZaQZAE9gRZ0/9Ky4ZF9Y7H4D42ojqR6APfDc2IRXoTcg6Royqjv7Z2ajKAo+QUKnyWYlyXhcP5r8Vns+9XK2cANuv85c3XvUNjU5nE+Q98mCNE0KSC/E94QmFxYlbKI8MLidsI9TKKjgNzSEP7qkUYNYjMGuhMw1NQmf+I6RlPB+NqLvuyXRDF693kuXr8EXqMoXTdIjno+LmuBnq6TeGxbde8AZ2MdYCis+K0bG+S0ZitJIM+AobZr49UFBDvwJyPLE7xsxJznKs3ukLO6G+8bwwfPf646hoaGyvkiy+Iavj9R+ZFgiPANG5uhGsj7d+yma0CwYiLEhuta8LOZgQpOaLM8lC8VkArI8ewRT7qAcTegEl5BHabI9tx/Ou3U4Kz9cQ71PkFcbGJ1rn0XLANHcXMujZINzE5eL/Sn23NFM7CNZEkSDJvM0MrsXr4ZNNJsPHErcJ4oXt+48jfohmrm59t0WSapntEx81oaM7sb8z9ZENR3Xt2Ugm4tyog01TG+sufnRZGonw9w82jEbi4a2KZ7TjE8WBfMnE8cPM3dqGEzGVDOENihlouVizZzt5O0paeowTBwHDmcXNzr5NNE8cOk155DRKrmpwzBhwsQpgjgoZaJlYulbq/C5TW++lozD+838t6Xjzj9c0dQhmPgVwhyYaoa44bcTSc8wf0y1ZAw4vztdBrVt6jBMHAccTrOqYkvH2lU7KSmqbOowTivIJ+mvCRMnAr995IKmDsHEceLsm4YSlxrb1GGYOA7YnaYgp6Xju9krmzqE0wpm7tQwmG+OEwC7JQ6LZDOkiorVpXyKK2yZBosgbflu1ipkWcGKPUg9N5LN6PaXQpdSk97YCVX98gtSJiNpiV+oyqfJnsQKW3pJoiWwTBLWG1SWM5BU6WI22Eeko4uyu6CUz0A6I1KRfYJsTglU0dIXvQudh0ZHrxUqw9gDH0VquFdX3UT9V6wW4xY2rg0cf+PKbJDA5ZVxyeH9YDWoOCjCr6Nch1OqbQZjyqKczSt89gSutyhXC/adcI3cUkiuZnS/GVXl8wpcfW+goppbOF+Rym+RtSqKirBevIe044TgEUrLaP1Yp4Sqr2lVA8XYjWSnermHeF+rx1d097K6Pi0jCSMYSfhEea0moZMjSC+1anxGVf2iV/EMvTtEiZ07ID0T41AMju+XwivwWYVlRtX95CjVOUV5jPjOMargF9xOkO85lJDBvFYd1CfclzbhHrIG7jHx3eKSagHwEJLyaefWf2gnDmbnqftGqMqnUdxFuaZYSa9WqgBCEmiAeiU+EE/kc9TgN6gWaMKEiWOH0XeQfr3C1+//hGSVUPzhOYeRnMXY+iCSNUO0qnwGVfcQcxpNsmVctc+wTU1WFyFlCMruolQX1EnYJG0fYb3wWVPDifI9sTu1anwuIeXVqgtbI8UZ+FfMp8TPolRv9extuOs8uorG2rY+A6meUbU5MO4bo4rGujijrI92vaLCQJanQSfv0+Us6vKolRfDDwOEYjY6NyP53pHLjZZpz1Kk/khKj9N9j6vbnpgKe9HaPBlV95qi0l40nIxKfCIGD+3JoeyCqNuJ71CzQp+J44XJmGqG6NG7I23bZzR1GCaOA226ptOma3pTh2HiOLBzU05Th2DiOFFYUNbUIZx2MCvLmGjOGHh2V+ISnNE3NNFs0eWM9sSlmIyploxdZv7UomG32zicW9zUYZxWMHOnhsFkTJ0AxElpWCV7cKTYyNQYoF6qAvSsBG1bkbWwd88h0jOSkfGjGDBXxG2NZvuMmAFW4VJrI/s6o2XdTIn62SYcB0VkZGnbHf2JENk4HoPz0LOw1GM5BJaFbMDIkgyWiabD4vqguaMwgF8rMKo0xlS9TzCUlLR9Q/t4hP9oBtziMrdgvh6cwTtcjjPWjkv241XCGVPR7JCNZq6MZl7F9fUC40NkEAk7BaGx4rwCU86IJaW/l8LvEf1sm3qeLoFtIpx60PBdNBq1SOHXUzR5F43b6wPME68UYqB4DZaJs0hB9qBi/ENFY5YZzXaNuWgQe149EDi38P3F/tI9SwZm8yJL8mgzStFmm6KZ94osKdkoDkl85rxh24ksL4uksTV1AYa1ZYvAktLYTbIUbtguXi+xbzyCgXlop9APFG0/cX83dYAx28vrC21ni8CY8mpG/yLzUjCB166nT/d8qcd0SiEzeJEFJsbnV04zxtRJMPA8XhKCidMb2vvZqJjMkcyp3ZtzsTttht+bRjjZ5uhGTCbx+1uKwrIKthnhGYlqjh6A0e6yWJxENE83yIN0OVFgvUfoLu2r3GpQzEU8vt6cPLx9r6xwcHcJtfU+HWNK+2hkbh6JBWVsft5wRpRR0Z6j7XssUAzuIfG7VjJg1Ue7lyMhyJgyyBujmZsrhOei+rYNWIiSxKgL+/Hpqz/q22qEkXm0YzWUHXUs5uanCzvqeI4pSeD1nJjCLWLeacTk/9XAzJ0aBJMx1QxhtVpwmv42LRp2pw1nnCP6hiaaLb54a3FTh2DiOOBw2GjdxmSemjDxa4LDYcNmjy6xNdF84YyzY7WZ17ClQlEUZr69rKnDMHEcaNU6HafT/A1j4tTDHJhqhqiuqqN9p6ymDsPEcUD2y8QnmXKCloyb7zNNdFsyfD6ZNau3NXUYpx1MA08TzRl1tW6y2qc2dRgmjgeSREy8+aO4pSImzsFVd4xu6jBMHAdKSyrYu9uUY55ImLlTw2BK+U4AUuQMbJIjKIsSaZ6i3McfkH3o5DQB2ZNIb/R43ezacQBZ8QXpm6JExiKFD3iIkitbUL4U+mLXxRQw8fUiGkaHaKIWg2VWg1tFbNNn8HiIxof+gJwnonmpAR3RKRzTGugzcQ5NM4QUZW8iVdklB2RavtAykWbutKhtegxcRUX5nyjVc/nV8/AJ18trRCWursV72I9L8TaY8m0ki4NQP1oIN+0W14vyPa+BlE9cphmAi4bOIqyKwfU2MqYUpWOB+EUTdtGY3qgbRLN7TdIg9me9IKnSni/xPIIyrAivZ+25UXT3ohCf4V4q3pk6L3jf26XwQgLRChJEQlC+G0FaZgTtWJJOytJwarckWQP7h54g7bNOviId/ZzEY2pm+uK7SXznaOcnFl7QPmvyO9BfT6M+9RnEJG7nVVT5nyi/k7DSuVsHevXuxPdz1oXFfjRjdtDf19pXv9i+1pZXMFw3MsW3Yg9KJk2YMKGHIskokizkBcJ3nPB9IymR51CPzClqq1zkHywV1htL5AzjIdyOwfiYR28zmixPhNGRjuXHRmPM0TWbBKtoDyCEZmSOLrggYA0cVMydtE9icRMRmgJPMVgGoiwPigqq8Xn8OssEI1lecJlofm4g24skVzOS6jXU8Py4TdAFRLsvtfWNtbo+WvyRcqeQ1C/SegNZXeCZra338enrP4S5tTdGqqdr/zhke5HP88TI9k6k6ffJNjVvCIad3Y+ykkrKy6qbOhQTvzKYjKlmCEVRmHDRiKYOw8RxIDbeQb/hnZs6DBPHgTsevrCpQzBxHNi3J4d5c8xyxycainJy/powcSLg8/oZc9mgpg7DxHEgvW0SbXuYMuyWiuS0eK68zWRMtWQs+2E92zbvb+owTiuYuVPDYDKmTgDSpATskjNYxt4rMAQ8upLw6jigTwqZ+bqkQJn3I4yUP3znOyTJgtWAXRHN3FxjLdgJsRdE9pI2A6A3aQ+HjqVlwNYRZxK0c4408xPaJwQjFpdFmBlVdMePbBQZaTZM++wTGE92KdSmNtvmFmb9gibrwuE0lhRAfcAI2S1cL7Fv7YFrU1RcydL5W/AcMfMRbXbVqE2tbyLNoYRmvsJNptW2vIFjC30b6AdfBDaHbMBwExEysRZYWNq9qoT62GtgVivCQbiRv1dkwxiYs4tMPyOGjREbRs/uO/pslHYeX3+0EnvA2NuI9SNCfJbE4gSh9eExRTJPD8Ucfj31z6zIflKXi6wdo2MaxWwT2GCycO2MWFriudmJCVvvFszLZWp1sYvbikUdvFH6wShmHRM1aOKuf7ucO2Yo1dV1bFt/UN0uAjswuL/IqDJgP3n8dcI+7sB2dmEf8bN2njGGJvQmTJg4dkRkXAvrXW4PX39gPCDdUPZUpPeQEZPKmAUVjSVlYG4eobhJaLsoUIzPzcgc3YhpJBYi0RhVfr/AiBK6yxJoVGRHSYENIs12G8UvGpH7Ap8VBfZuyQf0hVCOxo6KZGh+NNNvfWwNNwA3wskwQhdxovgzDTUvj7S8oebl1dX1LPxqbdjxGsOIirZ/JFPzUJsNMzc/FkPzpjAybyhOFHPr+lsmsGjeL5QUV5yQ9kyYaChMxlQzxR33XI7FYl6eloq4xBguvumspg7DxHHg3EkDmzoEE8eBn1ZsZMO6HU0dxmkH0yfBRHPHb+4f19QhmDgOdOjVioHndWvqMEw0Esmp8QwaYV6/loyZn/5gDkqdYJi5U8Ngjnw0U7z2wgxk+XS85X4dqKmsZ9ZbK5o6DBONhMUisWPjwaYOw8RxYPI142mVldbUYZgwYeIU473nFzR1CCaOAwe25LP++91NHYaJRsLt8nJgV0FTh2HiOHDnH65o6hBM/EphSvlOABQUZJQgVdoqSGgcuu1k7UMQzoAhuu8Iyd8lV49iwy+7yTlUGHY8m4H8yWJgDhpJsqRtaxOkJ0aSLpG2LsqCgtRzgUIbktGIUqPQZ5viDLQjmsGL8sJwo0XRUN2thMtwNJNsP+HtiBCvh0j59gf6QZT3aYRq0UDTo4jSTH/gX+Pz0GReDquDG/8wlo9eWoRNJ6myhsWp3ReR6OCa8atNeFx9gpxMuw4W4W7z4glrXzSJ1/pZ0S0T7xd7oM1ohpGhfdyBzhPjFO8bI5q2eHzNcF2U7xmZlken1YvG8V4tEPGgYdDLQixIkkRSaryhzCu0VejcIsnhNBgZY0eK2ah9ozM22keU2okFFY52fJ3UTtjOqgTuAUkoQiC8e2KUeMDYjB7ApxnTNzAOEfp3z9H3MVqv4OfnVRspLCwO9Ylw3cVzMrqfxPvWK6sSPp/iCdtOfD6swmcl8AzYpJijxt4SoSiK7j16oto08euDjIKkk1GJUj3huyPwHSeaoGvbGkn6bnnwAj56cRGKohiu1459JBpqji4imryvoebokb7/tfWiHE2KIgXUtR/4KOY0khQek878XNFyPMHmQAn/EtXJ+6L0nVFsumNqOaCi0LZrOl0HtmX511vC1hvJ9iIZmhutPxap3rFI344HTTEFfTxSvWht2pwW4hKdyMhR5XnRYtKtPwZT81Cbxy7ba85SvUg4URI+7b07f/bqRu0vvg9PpCH86QAzd2oYzIGpZoof56/TJQUmWhb8PpnZH/7U1GGYaCTsDitWq0kobck448y+HMzOa+owTjvICrpqWieqTRMmThRmf/ATdocVj9vYV85E80bBwXIqSmqaOgwTjYQzpuEVh000Twwa2oPs7MNNHcZpBTN3ahjMX17NFB06taJj19ZNHYaJ48AFVw5t6hBMNBI+n8zhgyVNHYaJ40BRYWn0jUyYMHHaoc+QjiSlxjV1GCYaiaS0OAaf172pwzDRSNRUuSgtrmrqMEw0Eg6Hjbzc4qYOw8SvFCZj6gRCo7mKVfm8Ukj+oUnrRJmIVkFPrKpnwUJRdjVtO6YTpyQFlx392KKMxK/798hjanIcTaoDxhIbuxKSJ4nH16qu6aR6gfYjyW40mrcobfREGekVJXraZ5FKrMnZRPqxEdXYLpynEd3ciiVsvSjfq0e8hoEKeZIxVTd4fMnHxl/2qPIzg/MU+8lIxijC1sDHVNZR/Y3kBULVMYNlIkLywkjnaSQFDEgGJVGWKsrR/OHLBJmXUTU7oz7RVYkzqNImQluuq1IohVfKFGPy4SM+JZHug1uze/+BiMe34QxbB/rzDx0nvB9EhOSWXmG7ELRn1idI5USJXPB6CcuMqsQZHTOS1M7onSCehyat1FXXFCvsKQb3kKJ+Fq+12I/aeUaWmIbHoX0Wz9Gv+PF4AvFpcYjPrPBMaucpxuRThH42kjwo2jtWpK0L79uAtNMmOZFPs/kfBcNX2nG3aeLXC8UgN2poBT2jSn37duRjtVkjro/cVrgsLhqMqo4atSniVFbtMzwnJXyZkdTPH6HSX3C7Rjy4kXYRpXoV5bVk7yrEqxjJsMJle9EqM0eT6kWVkEWTfkWRwDVnNFSeFwlGUr12ndNwxtgpyi9tlDwv8rEaVmFPv/7Ey/aaQqpnhJMmlZMkPG5vhArXzePcWyLM3KlhOL0y5tMIFouE02nSYVsystqnNnUIJhqJirIali7c1NRhmGgkYmIctG2b2dRhmDBhoglgs1ux2cJ/VJloGbBYJdJbJzV1GCYaib07DrNjk1k8pqWidZt0nDGO6BuaMHESYDKmTgAsSFiRguwNcYReNKH2HcW8WZxpsytO6qt8dOzShgPrVTmRaOAtMomCJtjCZJbfYETbZjDyLcYmmqdbgowQgWWlhG4VZ4D3ZDNgrngjjKYbzbaJrz2jmSvRYPxoM1LijI8Rc0b06nLrhpfVCCRhVk6bgXML7bgFc2cNVkVkjoSfs6RYQJaQFIvhLK0R00g8d5uOQRfedzoj9AC7S7zCumNK4cf0E85m0bFhDNaLxtdGjColioG+1r5uBks0T9XM6IU7Q8/UU48vMnmCrJ8IrB0tvmgzS+K5WbHRpkMrBg/rwTczl4dta8Sy0p9n+HvAqGCBCM00XOxPWWDtyRy7V4rIILIQeZBbdw8YGIRbo8SuO6aBYTEGs94iS0pjhYrHEmdh3VJ98LNhPxmxLXwKa1ZvxyrZg8uNZv9ERDJc1/rBJoXuS63IgZ5hJrwvA+wrG078p9n8T3PwSaiuruYf//gHGzduZMOGDZSUlPDUU0/x9NNP67a79dZb+eCDD8L279WrFzt37gxb/vLLL/Pqq69y4MAB2rZty6233sqTTz6J3W5OEp0MyMhIDZj1Nyq4IhkUfNHeuTXVdfQe0JHD2SWG6+Ho7KloRuSR0FzM0fXHj7x/xDgMDHWVY2CRHQ2RzkPHdPJ4kRyWIwq2hLOjjPZVDPbRb2vEujG+B43yzmgMo+aMYzFub6hpuVGbg87qhsfjZePPe6MyohpjXh7t+MfSfmOO2ZQ4FYbiRYVlVFXWGq6Lxv43ERnNIXeC5p8/mQNTzRg7Nh5q6hBMHAcK8yqaOgQTjUTuwSJyDxY1dRgmGoluPTrStVt75s9d0dShmDgJKC0t5c0332TQoEFcccUVvP322xG3jY2N5ccffwxbdiT+9a9/8de//pXHH3+cCRMmsGbNGv7yl79w+PBh3nzzzRN+DiZOHupr3RzcG17R2ETLgCwrlORXNnUYJhqJX5bvaOoQTBwHRpwzgML8UirKq5s6FBMnAc09fzIHppoxzr9kMF+8tLSpwzDRSAwc1oU9W3KbOgwTjUD33u3o0r0tC+b83NShmGgEdu/MZvfO7KYO47REc5j169SpE+Xl5UiSRElJyVETK4vFwogRI47aXmlpKf/85z+56667+Pe//w3AmDFj8Hq9/OUvf+GBBx6gb9++xxakiSaDx+1jwlVD+fi/PzR1KCYaiX7DO7Fvq1lVtSVi9ISBlBRUsmOzKedriVjy/bqmDuG0RHPInaD550/mwNQJQILVht1iw+9T7xCbYiwZ0SRGfgNZjt3ASPmz//0IQRq2IFWSRIlPuATOiNrqM6BcitIXpyCf0ijyRubm6ueAWbABRd3ISBzAGpC8SAayHjWWo1OujWj7RjRrn9A3Qcqr0LQsuHVagucZilMzrhfle6I0TOszq07mGH69nThZ/vU2nDh1ksegubpOQnd081NNCiAus+vMUdXz9Aqm20b0ab3szmi9EUQDemOD8eD+imaGLcj/JFEiF5DiRZBQaBI+rSCA2lb4fa8IslJN5nUslGLR2NrIkN0i2di9fx97Dx4IGsKKcjZtW53cSyeFVZ9l8RrYhJitBrI67V72CMuMrpdNCr0ndKbl2jMpGcvujIzlDc3JBViC93poX6P3lP49EW5k7pVcYfs4iQvbTt1fk3uKMmGhmERAyifev6FrF7qGY8afTUlxBVs37TU8P50Ez0CaKfaXQoy6nUWQbgbuIbGPbZbQuWvXSUE+JdT7Xxsk6cTIijTMnz8fl8vFbbfdplt+22238ec//5mvv/7aHJg6idDe8xbdshAM5fCBd6ZRbgDw2f8WIyNHlOwZ5UkNNUfX79Nwed/JNEePtD6SxC88jmjrj95OQ48TrU1t2Q9fb8RnIMszzl1Ew/OTK9U7Fjlc8DgnSPIkRZGjn8jjN/Q8jXLNX37agdfjQ5aif/+dKqleS5KdNXXO8JvbJzH3q5VRGVMhe46W07cmmn/+dHqZX5xmuPK355CQHE6ZM9EycPntZzd1CCYaiS7d2jFoSI+mDsNEI7Fy6Ua2btrb1GGcllAry5zoPyqqqqp0f93ucH+/Y0V9fT2tW7fGarXSvn177rvvPsrKynTbbN26FYABAwbolrdp04aMjIzgehMtBzdPGd/UIZg4Dlxm5k8tFkPP7kWbdulNHYaJRmL6R4tMGd9JQEvLnaBp8ieTMdWM8cVbS3BgVkZoqfjw+UVNHYKJRqK0pJLSEtPjoqVi8rXns2j+z5SVVjV1KKcdTiYdvUOHDrrlRoacx4JBgwYxaNAg+vfvD8DSpUt54YUX+OGHH1izZg0JCQmASkV3Op3Ex8eHtZGWlkZpaWmjYzDRNHj3+flNHYKJ48BHZv7UYnFwbwElxWb+1FJx2+8v4c2Xv27qME47tKTcCZoufzIHpk4A7FYJh0XC7g/IaQRpl77alyZ1Cq8gpq+OptLszpnYn8LD5ezZetiwuh+EJETicQyrYCghGZZGV3coMcFlTkGCox1flKBFq4SiwRaFhCdSzMXPWiXBSLRdrQqdvuKhuo9R1S4RomxHq+wmtuXWVXFTl4nSR/GY1mCFL2OZo9YnfvzccN/5fPn2Cryu0PU6WlWzaDICESLFXZO4iecerTKdJuOSdJXbwqvM+YQ2RemYEXVXNpL6ibeIpG/7SHglT+A8Qve6KNPQrolPJ2U9elU+7VjiMt3nwHOhq2Cn2IlLsqv66+KKsDi1/XUSN0Fip8n2xHvNLnx2BPYTnx/tHtZJCnX3lT7eSDCqghhpvXbt5QjyWg26+8ZQ/hI6jl0J9YMoOT5aHOLzE7zeBpUuxWMZnYcYx/pVe6ku82KXYoPXK5KkxkhaaVSBUtHFpJ6nKPlzSgnBzw5ig+34Gym/+DUiJyeHpKRQlUanM1w6eix48MEHdf+/4IILGDJkCFdffTVvvfWWbv3R6O0nmvpuonEwqiKnRKjUd/Wd5zJv+i/UVrmEfaJJ9eQGbRcppiNjOxIns2pfY2MKxdawHC8aokvhokkC1T767SMX8MHz3x91v2iyvYZK9aLLxU6eFO5YWz1ViFZNT4PRPZ2RlURVVQ11tXKjpHrHImU7GTKyppbSaYhWBflkYeGcX3THjtYfkSr1aW1EyxvFtc2l71saTnTuBE2XP5lSvmaMNct2UWRWdmux+Ordlfg8kX+cm2i+sNmsuF2e6BuaaJboP6RbU4dw2kJRTs5fgKSkJN3fE5FcHYnJkycTHx/P6tWrg8vS09NxuVzU1dWFbV9WVkZaWtoJj8PEycXCmWuR/Sd4etrEKcP0/y1r6hBMNBYSeMzct8XCzJ9ODlp67gSnJn8yGVMnALKsWkTLgTtEZ/otsKc01o84cWU0M+dGneHLyEygdbt0SlaV61giOsZHoC0jppAIRRKYGEq4PFCMWWM9SeJ5RGA6HYlIs2HWKLN6Ribu4myXO3B+4npPgGXiJvQwiH2jsR5shLOkjvwc3F8z2I5oCN2wGVcZmfMuH8ryeVuoqgjFp90DduHRUwJ9o2dpicfU+unozAtxhkvXj0eZgYjEHNFmPXQzNuJ9q+i3U1cfPb4g40poR4zNF7h22v0PekaKN2BIL97rnsC114zXj4zJyJxRZB35AybW4u8Xi+SlvKoUj9uDV1FjMZp5FaFn0NkiLgOxT0MxaSwr0dxc7Kcg60cxjsPIxN0Ix2JEqpnE+6Vw9h2E7heL7h4KP0/RMD24TGBWSTrjeIsWaBBi3ymB/ok2m1dRXBuMTzt+pGfCaFZSt14Kj0m7NnYp5AGoM3RXtOfciT9CMQwTTQdFUbBYQtdd80bYsmULZ511VnB5QUEBJSUlQSq7iRMLBT8K/tB3l/geFraTg8uO/v0rvqc79cyioqSGnP3FQjti0YTIbUViuzSUSRWN0SRCe9dEYkdobUVqJ9p6o5gaihPFfjqW/bW+v+jm4Xzx+pKI63XHifD93FB2VDRGVGPYTw1lHDVXHI+peHl5FV6fBxl/oxhRx8uCaomsm6ZiRx0JZ4yDvJxi3bJIsbXEfjZx/DjZ+VPzeBJMGKIwvxyv25x1aKlYv3KPOWvUQtG1WwcSEsP10iZaBtzuo0seTTQeClqtwRP3tzEVvRqLmTNnUldXpyuBPGnSJGJiYnj//fd1277//vtIksQVV1xxyuIzcWKQs68YyWJKMFsqfv5hR1OHYKKR6DeoS1OHYKKRkCRwu8z86WSgpedOcGryJ5Mx1ZyhgM1hzra3VLTukEZ9rQdXnSkJa2nYuEEtd2yO3bc8xCfE0Kp1alOHYeIkY968edTW1lJdrVYP2r59OzNnzgTgoosuori4mBtvvJHrr7+e7t27I0kSS5cu5cUXX6Rfv37ceeedwbbS0tL4y1/+wl//+lfS0tKYMGECa9as4emnn+bOO+88plLHJpoHLBYJq9V8f7dUdOndmuzdhU0dholGYNmiTXjMSfUWidZt03HGmkW3Tnc05/zJHJg6AfArChYlNG6pp3GHEiN7oMKeXZDSafItUYKm7SP7FNq0z2QTB7AIEh5RluczMJzW9jcys1Y/hxt4izRwe1D+FC610x8ntI+RuZmihPbxB+L3C9RPvygbChjDKzo5mrB/4Dw1g2wISbp0Rt+CpEsLT+wju1Dl0C+FG/NpxxRlaVbxc0CWY2uAoXFNZT1Wq0XXz9p5itCozpHMouWA1CmSDNHoHjI0P48gAztyu4YgaDgt3BYhuYU1bDsI3YOiZFDcVrsOmmRPbTPc1Fw0ZNeut0+Q/4kwMmSXlXDzc7FvJMnL2AnnsnbNVnIPFqnbCXI2TV6ok91FgXjf+pTIP5b0srhwU25ZMOAW73WtHy2SLWxZJARN3AW5pNE9ojNc18mQrYF2ZMP1WvwOJSR300zgI0liQs+VKD0O31Zn2h9Yrz0//nqJTasPBCV8mmzQb2TOL0B8/ny693EgdkG2p527kUxRXa9JFu1Iyqmd0TrZEH0NTmSbx4p77rmHgwcPBv8/Y8YMZsyYAcCBAwdITk4mKyuLadOmUVhYiN/vp1OnTkyZMoUnn3wyrILMn//8ZxITE3n11Vd5/vnnad26NY8//jh//vOfj+vcTJwcRJOw1dTUMXBEFw7sKoiwv5Ehb8Ok+se2T8OMyKPJi49FHni8aGixGyMpTyR5XzQ53JHrK8prwC7j90Xe71RJ9U6kLO9EyZ+ORfp1PMdsjHn5Nb89nzdfnB3gcxjdIw0vuGLi2BAt74uG4vxKKktrIxqaizAyN4+2n5a7Rfs9cjqiueRO0LzzJ3Ngqplj69oDTR2CiUaivtaDz3viK4aYOPn4csYCQD9oY6JloHvv9rRpn8HSBRubOhQTJxHZ2dlRt5k1a9YxtTllyhSmTJnSyIhMNCd43D52bc5p6jBMNBI1VcaTTSaaP9544eumDsFEIzHyvAEcyi6ksqK2qUMxcRLRnPMnc2DqBEBW1L8aIs1maUwpqwFLxKMzNA8NZoy/bCgfvfw9iiIaY4umyuoPZ81sVz2+Zl5uDVsmxheJ9eMLxBRZu6rubxVYC9YAY0o8d58wiu4JxK9bFuGcNRgxhMQReKPReJExEmxbOI7IXJEDI/Z6Bo9F9++R56QZMVt1swJiPwXYSZJMSmYcNqdEWUVVWCzHIu6zS+p9447AiHIHTOA9ggl8JDNwDUGGje4eCb8fdObkirEBvwZt9kRvkC32ozWwLNTfojF9iAEnHufo5xE6tvhMGdxLEWZnguxE0ZBdkbn5t1ewYN5yiovLA+0L5xG47/06Jl44e0p334kzSlI4c8wIku45D2f9GBm+itfQQTjDx2dQHEDXrwaG65FmZo3Wi5/tSog1pCGWmLB2jJgAduE8vOIzr2jvgfDqH9qxd2/LZf/WgjATeptwbD0bNNx42egVbmSqL8K4JLLlpLMbTjVkTnzR8l/f3KkJUJ896RiuvpF5eSQmkaIoXHDlUD54cWFwmXQUtqrYfkNNzo+M6cjYIu9zdPZTNPbUyUBDWVIQiq+hjKVIy49WVKRNpzRyDhZRXal/10djNxl+/59ARlRzYfM0Jo7GmIpH7+/w9fc8fCWvT53VoGOebCP048XxMpCOhsY828cST2Pa/3He+uC+SvB9aHxMoyJJRtcz2nojhI7ZPJ63EwEzd2oYTAF+M8enry3SSeJMtBzs35VPfk5ZU4dhohGY8cU8iovNa9cScd7EwfTs376pwzhtoSjKSflrwsSJxsevLGrqEEw0EhtX7aW+1mRNtUS899qcpg7BRCNx010TSUiMjb6hiWOGmTs1DObAVDPHBZPPpG3H9KYOw0Qj0L1vO/oO6dTUYZhoBK657kISEuKaOgwTjcBPi7eye2tuU4dhwoSJJsbNUyYY+l+aaP4YMbYPmW3MIhYtETfcdkFTh2Cikfjigx+oqa5v6jBM/IphSvlOALzIoMhBQnY06YbNQN4kQjRHXjh9HZIk6WQ/knJ02ZK2rSihORZqubH0SzA6D2wr7iMFPlqEJNAmSP18UY23NfmgKAMLxa8tFftLWx9NGiaej1cwztZOSW+urEn5QuchyiRD8YjG7aHPmoGyDz/rVu8ObOsNW6+TaRm0L9Kn6yWVyi5SYMXz0CR8XiVEedcZVgcgyt2iGXdr8elkWsL11KSlokROk6hZokjUxPNwC5IszdRcb0R+dDNwbb0o0RC3C1KNI1D1bZaARE7oL69cz08rN1Bb6woZnVtC/aVJwsTj6I8ZkDlEOKZVseu2g5AcMxJtXnt+FYP7X90vnFKtey4C95ho/m8kW9HJZyVNZhxKUsR7WQo+K8aS4aD5uU4qG/5uFN+HUpT1R7YNoXeG1q9XXj+axV9toqayPrB/+POlK0IQPKQQpxLeJ7r730BaLPaDL/Cc11OP/5iEu80fR0rXT1SbJn69CD5Pkm5hENqTJx2jrOb9afN1A1OidOxosr5o7+FoMJIcRt726Cbu0WC0X0PbiiQpbKjRub4tWfdv2P4G34dHkwJ+O32VcTsnQap3qmRxzQnR+kxDY6R2Py5cG1ze3KV60XA0K4xTCaNjRpPqHYskWcNv776Id19WGW9GV87I6FzsI30RGMLW/5ph5k4Ng8mYauYYeFZXBo/s1tRhmGgEevZvzzkTBjR1GCYagb59u2OxmK/Hloi1y3cFB6VMmDDx68XEq4fRur3JummJOP/iwXTr07apwzDRCPTp37mpQzDRSPwwd21Th2DiVw6TMdXMsWPDIZJSTUlRS8SebYfZvzO/qcMw0QhUV9fi9/t1Bv8mWgZ6D+pI/r7ypg7jtIWMEtEU+XjaNGHiRGPFwi1YzQmGFoml8zaZMswWivKy6qYOwUQj0XdQZw7uL2jqME5LmLlTw2AOTJ0AuPw+fJIxtVOTbgF4Ncq2IsjEAlRIfQWuEBIT4ugzoCOli6rC9gFQJI1KefQqL0bLJJ2EJ/zmFvfRV6YLl7tpEj6xHb8iygON2reEfRYlciLVOCjbU0T5VPjtq6uOFghPlL0ZVpMTBx+CYQrSSQNCq1e4rj4DmqofLx06t6JX/w4smPNzcLlGaRWr1WnnJvanV5D/aJXpfLoqbyFTUE3C55ND5ykbSPkskiB/kgxkccdAoNQkFRbhttIkfFZJ7Lvwim0irVcncwzErKtIJMotpMhtWg3OB0L9HEkeGDqWUK1OsuOq82KV7MEqj2JFN00GKd5rRnLMSN8XmhShoVR6EeK5i1X3DCtDCX2nSfhEWarRPqLsza1JK0X5i8E9IspnHUooJqfijLiPvlpjuIRErAgqVvIMVtpTxPel/h3qLvGTRHxwvTfY3waV+AjdA3qqvCDLC+4fer5C93L4c6a2pcIjnX5SPhMmmgOMpcj6PKh1uzSsNgtVFeFVPLX3WrRKfUbHFBFdqtdwWd/RECkfM1pmJIk2bjOEY/mBo21rVDlZhPjd0dAKftr34xmjelNbXc/2jQej7nO8Ur2TLTVqzHf9qcKxyBgbWmGvvt5lKHc/kbEcD4630uXxyvuiS/Ait6WXyoW3E2nfhpxzbLyT/JwyjqzarT/fcJsD/XvElO2ZOD6YU0nNHJVltbjqzB82LRGFeWVsWbe/qcMw0Qh069GxqUMw0Ui46s335cmEAijKCf7b1Cdl4rREQa5ZWbWlYufmQxw+WNLUYZhoBLp2NyWYLRKKYv7ePIkwc6eGwWRMnQBUUY8NOWioK84SacbVIsSZrThFlenZdKPQeqNxq2TVGQjrZv4DTBBxjNxoJlEcLTealTCajRNZDWJ8mrxJnJOzBhhTXlkw6FZCI+fuQN/4dWbBoTY1doVXoG6LM5na+Yvn7g2wxY5kLPkVLx65Bp/kxW6JDzJkFEVBFkyPFWQkLHgFBo0fLz65Fptix2FJRJIs+CWvWpYTPxJWJEkKmhtr7QQ/KzIKChbJiiM+hi59WpN9OBu/4sZuScASiFljfPhkF27FpR5LZOBgwy2rdGjFKqlxiOwi2RuMX1susqTkI2KSZTdWixOL5ECSJEMDUQsWZMWPV65BQcJuiQ9eZEVR8CseFMWH1RIjmE/bkRU/frkeRZKwWWKwBc5D67MQFCQsOsaSEYPNKDYIMapEdpQWh6Qzww6/v/2SwIgSn4XA8yPGYZFg5bKNWCRb8FhGJux2JXS9jEx57RFM4K2B4gV+yYgdKMRh0Gak2TCjmS1xFlmS1fhtwv5yoB9EI3Dxs9G10bMc1bbsSshQ3Sn0id2ACWg0069jWQbfXaHt7KJpf9CUP5zBKUkS8UkxtMtKYy+Hw44j3hfi86G9ZyLN7mv3o7i/xl4U+8gXYbY3EqvKhIlfO2RJjliY4rjbRsGvyFHlYA01RI98nGMxOg/PzYxwLIwO7fss2nvWOB6hgE3gs1dxUSdXYZOc2KX4YP/5FDn4/RLaT9J9N/pkFx5qsGDDYUkMbqXmRTIWyXYEW1X/XS8rfmRkLJKV9NZJ2GwWCkvzURR/MB8Tv9e8ch2y4g2uU9uUg3mMRbJhk+LCjNe1eLR8Tt8n+m39sgefUodVcmKzxHI0yIoXr1yHRbJjk2KDbSuKjE+uR0HGbolDEhQWfsWLT67Dgg2rJUbY58j8CcN4jxcnktGktbVi2UbDdk8VIyoaosVxvIyqEwWjOIxyMHFbS4R3WEPYmh3aZxEb4wwr+GSsMghBXGIxWG60THxFWRSD9SZ+tTAHploAWrVLaeoQWgTc/ioO1S2l1h/SR0tYSYvpTYKjPYdrluOTwwcKM2IHEWdrRZlrBzVefZn5FHsXUh3dya37Ca9SS4wlle6JF4OB91CFez/5db+g4CPF0R1sQ/hu2WIOV+4KbpMZM5C0mD545Xry63+h0nsguK6NcyhZjgHkulZT6t0TTEokLKTH9CUppjs13sNUu7Nx+cpR8GGRHCTH9cJhSw6LR1H81LnzcHuLQv0h2UmM6YrdqU+wZMVPsWszpa4dEEye7WTED8YqOSip24RXrgluH+9oR5KzG+X123H59LOayc7upMb0Jr9mBW5/xRFRSbSOP4tER4eweJsTrr1hEi8+/2FTh2HiGOGq87D9l0NNHcZpDdMnwURLQV2Nm66927Brc05Th9LsUe7LZWf9AurkEMvMIcXTOeYc7FIsu+rn4VPcun0krHSPm4gFC3nuDVT7QxMCFmykO3oTZ8skt/4n/IqbZFtnOsePNxxcya9fR5F7MxISrWOGYs+vZ3/pcipq8wCwSTG0jh1GsrMLLn8F+XU/U+crDBzLTlbcUOJtrSmoX0ONNxSHVYohM3YgyY4ulLl3UuM5jMtfjoIfuyWBjonjsFvCfVy9ci0l9Zup9oS+TxyWJNoknI3TmqLb1ie7KKnfTJUnlM/ZLfG0jh+Bx19Jcf1mZCXEREmL6UuCvR2FdWtx+0N+iBbJTlpMX+LtbThcsywsX7VKTtomnEOMLS0s3uYCSZKYfO35vPbCjKYOxcQxIj+3DMupLzj4q4GZOzUM5sBUC8Dm1aYcrCEo9ewgMRP++6936NmzJy6Xi4ULFzJt2jRKXdto1aoVL7zwlm6f2bNnM336dAD69evHXXc9wrBhw3C73fzyyy+88cYbHDjwPZmZmTz33KvceuutVHsPk+AMH1gpd+9m3PgxDBw4kGnTplFTepi27TN599136dGjB7NmzeK///0vMn5qvQWkZNr5z99eY+DAgXz33XdMnTqV/Op1pKSk8PSDf2PUqFEALFq0iGnTpuGqraDGm8v48eMZM2YMXbp04e9//zuH9heFDUwpikJ13R7iE2089se/MWHCBKqqqvjXv/7Fz6s3keBsq9u2sOYXJEc1jz76MJdddhl1dXVMmzaNBQsWADB+/Hj+8Ic/kJaWxtq1a/nHP/5BfsUyEhISeP251+nbty9+v59ly5bx7LPPklOVi19x8cYbb5CQkBA81htvvMGan3Y0+4Epc1CqZaJLv9akZCZQ/H1lU4dy2uJk0MeV0y+3MtFMsHHV3qYOoUUg272KngM78qc/vULnzp0pLy/nk08+4dNPPwVg6NChPPTQQ7p9Xn75ZVav/g6Ac889l9tu+ye9evWiqqqKpUuX8sYbb3CwbCtDhw7lsssu46mnnsItVxJzxMAOQIl7G7fdditVVVV8+eUsCnLWM2TIIP7yl1dISUnhf//7H9OnT8ePl6L6DfTq042//e0l2rRpw/vvv897770HQJcuXfjHlBcYOnQoNTU1TJ8+nffff586byFV3oPccMMNDBs2jKysLO68805qPLmkxvTUxeKTXRyqWkTb9pn869H/cuaZZ5Kfn8/DDz9Med5esuLPDG7rV7zkVP9IakYsf374WUaPHk1xcTFPPvkk27b9AMCtt97K9ddfj91uZ9GiRTz33HOUubbTrVs3/va3F+nevTvV1dXMnj2b119/nXLXLpJT43j5ZX2++uSTT1JZcKhZD0wpimIOSrVQjBrXnz07c6muMqsanwyYuVPDYA5MnQB4JA9+SW+yrcFIDmNkVB6Jem3Dwqjx/Vg4az3VAQNPi446Hi5nM6JsRqOuGklnGkoHh5CEz28gy1E/hxsQ6806NRqqM2wZgDNwq4qmyNpHWXIHF0iSxLx583juuedISUnhv//9L1arlf/7v/8jPj6eq6++mksuuSTYxIED6gzXpEmT+PDDD/nnP//Jq6++it1uZ9KkSTz88MPcd999xMfHc+2113LrrbfiwaW7rhr1W8ZP9+7dGT16NNOmTcOvuJg/fz5vv/02zz77LK+//jp2u53/9//+HwBffrmS77//nttuu43nnnuOZ555hscff5x27doB8NhjjyFJEi+++CKpqak89thjAJx//vnU1tZy/vnn8/rrr3Nwf0WA4h2a6vB4isDiZuHCH1m9ejX33nsvcXFxuFwuUJSg9EwdJMuj3lfI/Dnzyc/PZ8qUKVitViyBakZdunThyy+/5JprrmHnzp3861//4pVXXuGmm25CkiRWrFjByy+/TExMDP/3f//Hf/7zHx544AEArrrqKn7/+99TWakOFOzduxebFBMyLRflboHbwaOEG6JDSMInGplr+1gjyOaMoKOYB/bXGegq8MAjN/Pi8x8FlxmZpx+v6a0m6QPBdDzKIyfStPWmv/JR99dkg7KB+bkoKRTva6/kCWxnTPU3vIYCQuangtTDQKp3LIUXrIF73C4wFrXPXkXm4OYCDh6xj/bu8ejOLfQ5knQ0GHNAtiv2g3Zuiu4dF37fWrAaFiIwYcJECNqzpX9LGuUxoWfQSD5thInXDOf9afMbtG1jDNFFNFSqdywwyhENrRcki+F6o6+EkBBPzKdk/H4/H330EXv37qVz58689957lJeXM2/ePNq3b88ZZ5zBlClTgrto+dMDDzzA/fffz9/+9jeeeeYZ0tLSuOaaa7j11luZNm0a7du3Z8KECTz11FPI+AzfuTJ+hg0bRlFREV9++SVpaSksXLiQO++8k+zsbGbOnElVVRXz588nLi6OH374gUcffZQNGzbw2Wef4XK5+Oyzz+jXrx/Z2dm88847ZGaqE4Mejyc4wDZhwgS2b9/Ogw8+yD333IPs9YfJ90pdW0nLSGTlypW8+OKLvP7667Rr1w5ZllGQdO/9ctcOnHEKK1as4OOPP+auu+4iIyMDr1d971944YU888wzTJ48mZqaGt577z18Ph/PPfccALNmzWLHjh1kZWXx5ptv4na7effdd4mNTWfixInccMMNwWOVlZXhkDoZ9l1jcaLNz+PiY7jhlom88/rsyNspp06wJTWisrKuAE8Dn2VZ9xvs2GlHRrI8/XpL2Hai5E5bL74X9bK/6L/nln6zBRklWNgn+D5TjGwnMHy5GMn6/Mdwj5kwYQ5MtQDMfX81LtkXfcNfOdIdvdlf+D0zZ84MLvvss88YNmxY8P9+v5/vv/8+bN9///vfPPHEE7zzzjskObrglSuYtn0aVmvjea2jR4/GZrMxbdo0AP7617/y4Ycf8v/+3/+jf//+9OjRg9GjRyPLMk888QQrVqzgiSeeYNu2bTzz9D/IjO1BqXs/zz//PE8++WSw3T//+c8A3HzzzQCkpSfTvlUbevfryIrl67h88jheee3/GH/BeKxWK3/84x91cfXrfQ4XnD+BZYvXceNNl/C3Zx7jzDPPpEePHlx88cX4/frko0ePHhw4cICFCxcC8PHHH/Of//wHgOrqGj755JPgtu+99x533XWXbv/FixdTWloa/P+YIbfRu3cf/H6ZgoJiBp7RnYVzfua6W8fxytTp/PHhm3jz9ZncfOslfL9gFX36daWivBp3vY/OXduyevk2LrvyXN569Stu/f0lfPTWd9xwywX8MH8tffp3piCvFEmSSEyKI3tfPn0HdmHp4jWMPG8gy37YwIhzBrB5wx46dW5NYWEpDqcdn1JPdXUdKSmJ5OYWMvML9VyTkxOoqqrFbrPh9ZrPYHPH2Zf0JXdvCXu25zV1KKctTDq6iZaED19c0NQhtAh0dA5j65Y5bNmyBYA9e/awaNEiBg4cyLx58wCoqKgIy59iY2P5+9//zrhx49iwdisp9k4U5hzkifVPHFf+dOONN7JkyRK+/vprAKZOncrdd9/N/PnzmTx5Mjt27ODjjz8G4F//+hf33HMPn332GXPmzMFuiyXe2o6tWxfz/vvvM3bsWD799FMctlhuu+02HA5HcIKwW6921Bc7mXDpcGZ/sZyrbx7D/3tlNnffNiXIVgfYsWMHAP06XMbtd03mfy98xT0PX8kTTy3gNzdey86dO/n73/8edh79+/dnyZIlrF+/HoCvv/6avn37ApCbU8C+ffsA2L17N19//TUDBw4M7utyuY7ob4lbr7qKkoIaho3swzczVvCbOyfy6tQZ3PvwVXz45jyuvGEMq5ZtoXO3NrhdHspKq+nTvzOLF65j8nXn8dbLs7njD5fy0VvzuPo341iyaC29+naiuKgCn9dHRqsUdmzNZtjZfZn/zSrGTRrGonm/cO64Iaxbs4OOnbMoKa7AZrVitVkpL6smMyuFg/vzadcxi4MH8pn3zU9YrRZi45zU16kTx36/OTjR3HHjveOY+d5SXPXmZNrJgJk7NQzmwFQLwJnjelFUVMHuTeGGviZCiLWmkRUzmMPu5UyePJnMzExuueUW7rvvvuA2NpuNa6+9Nvj/BQsWkJSUxJAhQ/jyyy9JcnSm1nsYf8AP4MhBGoB2HTJol9kRj8dHpy5ZbNqwl0mXj+Df0xbqtuvdu3cwyevf7Vw2b95A165dsdvt9O7dm61btyLLMmOGX8aSX74hKSmJzMxMEi0dGd7rEnbt20xh7g7Gjh0bTGouGXM/Gzau53DFyuBx6mrrKS+vYv267dTXuZg/dxlefw3jx4/nwIEDLFiwgC5durBixQoefvhhdu3ZwOGDJSjI/Ptf26jz5jF+/C3s2rWLWbNm0bdvX9auXcuDDz5IQUEBy5Ytw+1286c//YkdO3bw0EMP8d///heAVvHDKKr9hcsvv5zMzEx+97vf8c9//lPXD6tXr8bj8TB//nyeeuop1m9bTF62yv7z42X7FnXW9ZWpqqTypalqsvnmazORFZl9e1V/EJvFweaNu8Fv5aN3VfnAjI8X4ffLzPlyJa56NxvX7MbvVw1vY+Od1FTXczinGL9fprxMNZP3eX1YLBJ2h43YWCcxcU6ccXHIskKffl0pLCzhb/+4h9/d+jRXXDOO2TN/5JLLxrJp/W7ats/ErsRRmF/GmUP7smj2Oq6+bQzvTJ3HnQ9fxCf/+4HLbxzJykVb6dgti8ryWurr3GS2SmHnpkP0O6Mzv/ywiwHDurB1bTaderQi72ApcQkJ1NW6kACvxxwAayzWfr8br9vsPxMmTKi46vZzWTBzDVUV4f6SJkLItHejvXMw1Ql7Of/88+natSuDBw/mb3/7W3CbjIwMXf40ffp0xo4dS3l5OWvWrCHT0Y9iz3Y0TpZR/pTZOpn+/fqybUM2Yy85g9mfrOC6u8ay6bn3dNv17t2bzZs3kxCXTIKjLVu2bOH+++/XrbNINgb0PJstW7bQq1cvALpmjWTsORfz7fwZ4IYxY8YwY8YM7JY4Jo24lw07llJYvSl4nJKiChzeZNasVAeevvtmMT7ZxQUXXMDu3bv5+eefSUhIYPbs2Tz11FNkF6zh2f/LQVEU/vnPf+L2V3HBBRdQUlLC8uXLycjIYOHChTz++OPU19czffp0brnlFm6//Xaqq6u58cYbue+++7BIdpKsPaiL38OFF15Iu3btuOiii/jNb34T6qvMTPbt20dlZSWffvop06ZNY853X5Ma05Nd21Xvq9enzgLgtalfAvDhm2putGdnyFdt26b9KIrC+/+bC8DH7yzA4/Hx9fSluN3uYG4EUFRYTnVVHTu2HEBRFA5lq56t5aVVqom714/NasVmt5GYFEddrYtOnduQk13IwCE9qK6q5YHHb+Tff3uX0ecPYd/uHNIzU4iJcXAou4CzRg3gq+k/8ts7L+HlqZ9z/8PX88Fb3zL5uvP5aflmOnZuTV2Ni7KyKjp3acPqlVs4Z8wQ5n69nHPHnsHKpRvpN7Ab+/bkkpySQE1VHX5ZRpZl3C4vsmwOgDUWM99ZisttDkqZaFqYA1MnABa11liQNnkkLfhIiOu9gSpY1gjUTxmFn77fjmQNl71BiHJqKBUS2hSr4WnHFy++WAnQa0DXFSuZSQbU8mA8guBVVz3QYFTXalBtS45APdXWi5WvtP0T4uKor3WT1T6V8pydWH1WzjvvPLKysvD7/dTVhRJSi8XCueeeG/z/ihUrSE9Px+v1UlFRQVpSHLLXy6pVqwDIy8vjqquu0sVd564nv6AY2S9TWlZOfZWHOdNX6iqFAaSkpFBToxqGF+fVUuOqCS4X1+3ZopqT19TUkJqaSnm2h5/XrmZ/7XyuueYaLr74Ys466yzi7e3YvikHxa+/1m6Xj7pqD9VVXsBGWUkdIJOamspFF13EmDFj2LJlC2+88QYvvfQSt9xyC/XygaABqSRJpKamcsEFFzBp0iSWL1/Os88+y7vvvstFF12Ez+fjp59+4oorrmDw4MEkJCSwf7/qe6YZep5zzjm0bdsWh8NBVVVVMLbLL7+cTZs2kZWVxeuvv84LL7zAXXfdRVbMGTisCUdUOguXwoqQFR+yD2zE4KpXt62tcQFQXaVe48qK2uCzUFvlQkZm785cQGLrhv1IWFj7s5qAbt6wF1nxBY6ttlOQX4KsyPz9b/8D4L23vgLg8w/VWfcdWw8QIyUBsH+zarz65tRvsGDhranfqtu+uwhJkigqLMNms+L3y9TW1FFbX0t5eSVeyYstzgI2mbbd0qmqqaNzr0zqat3IfplOPVqz4afdTLpmOO+++B13PHgJb0ybze8eupS5n69m6Khe7NuRR6wtFrvDxuHsEtp0S2XzL/vp0qcVO7ccok2HdIoPV+CIseOq8zRYlitWm9Qqz0WitVuC754oVa90cjcVkZ5z7bP4LNkFiaojIC91WoT3kXYfyzDhpqEsm74Jb1XomQ9JJo3le+I5B+OIIuWRgrT55lG951RCVk7CrN/paJRgollg5jvLONZCZqeyUl9DoZM0C21qEj6rmC9J4vsxfH/t+fUrCjHxDnwePzGpMRzIV0hKSmLMmDF069aN4uLioCQNIDExMZg/KYrC9OnTycjIoLi4GACPVE7Pnj344IMPAFi6dCmPP/647jw8bh8H9xXidnlY+eNmZGTmfLGSI5GSksK+ffvwuBTcfj/V1dWkpqYG11VWViJhJfdgGXGZoXV11T5mfzeT4vqN/P3vf0eSJN58801SnH3ZuS0Ht0uf31aU15Aa4+VwrpqHlZaqZuSpqalMmjSJsWPHUl1dzbfffsuUKVOYOnUqfmu5ro2UlBTGjh3LueeeS15eHtOnT+dvf/sbTzzxBFVVVezevZvrrruOmpoaqqqqKCgoQFa8+BQ3MTExnHfeeXTo0IHa2lrcbjW3qaioYNSoUWzfvp3evXvzySef4Ha7efWV/5Hk7GpoIB9Jlqe9Xj1eNV9zudR8p7a2Dhk/Hl/ImL2mthaA/fvVQkA7d6gTh5s27gZg146DYcf68ftfAPh21jKcTjvP/eMDKsqr+XbWsjDZ3s7tansvT/1c9+8Hb81BkiT278nFZrehyDIlReXU1tSzY+v+wLWqxmKx4IxxEJ8QS+s26XgzUnC7PfTo1ZE1q7Zy3U0TgwNer780g7vuu5I5s5Zx5oi+5OYUoSgKycmJbN+6n0FDerJo/s8MH9mfVcs3029AV/bsOkRySgKVFWp+7jGYKDxV3/viu0OzTBBzE9FGQdvW0CKChkn5brjzfD555cfg/7UqzX7xfSLeYyFNsCE0CZ8+b1Qh3hVG960knX45lpk7NQzmwFQLQKeerWjXPYMV321r6lBOOGx2KxaLREpKPHXVLjr1ac2ujbmcPbEPq77bzkU3D2fV/O2MGN+HQzuLiEuNISbewaHdRQwe2505H/3MhbcM5bPXFnPGqO4cmLWDRDKDM2u33XYbL7/8Mueccw4AHo9Hx6DSllmtVlq3bk1ZcQ2KonDddddxxhlnMHXq1LCYS4oq8DpTg/+3YsPrDZ+NLS4uJiUlBQC3XEVKSgp+v5/S0lKKi4uDiZTLX4nFYiEpKYmioiJ8/jiK3Ju59NJLefbZZxk/fjyVZS7aJg4LO4YIWfHh8VVgkWxIko3CwkKWLFnCmjVrkCQbL730EnPmzAEIejEAjB07lsLCQtavX88PP/yAVXLywgsvsHv3biRJ4sYbb2T48OGMHDkSUAehvvjiC9q1a4dXrsFpTeXRRx8FVD+Ft99+m+7duwOw/ufdxNo7c+hANo899hjfffdd4JzLcFgTjjyFZoOzRgwg91BB9A0NoFHWZV/oC6O+Vk02t23IRsLKL8t2YsHC8vkqo64gvzi47db1auL29jR1dvOtqd+CBG9O+xabYmPBl79gd9hwSrEkJsdSW+0KzhS2apvKzi2HOHNkL376YRsjxvQlZ38RqSlJxMbHkLOzhLPG9WbOR6uZfMcoPnppEVfcPIqFX62l3xmd2bFzP3HxMdTVuqiuV2dRa2vrdQPOzRlblu3HVeuJvqEJEyZ+FTh7XF9KCirZvTU3+sYtDM5YO4pPoVX7FIqyy+k9rAM71+Qw/MLe7FqbQ8+hHagsrsYZ5yAlPYHsbQUMndCTee/9wuX3juLz5xcz4eYz+fHzDXQbmEVuXTc25e0P5kgvvvgif/nLX/jDH/4AqJ5SR+ZPhw4dokMHtZiJx+vmwIFirrvuumDecCQqy2vxVKnS/qL8CgBDs2Utf/Irbvyyi5SUNhQVFQXXtWrVCr/ixSe7SElJCa6r9uZS683jT3/6ExMnTmT8+PE4SCfV2euofemT63H5yoI/iAsLC1m4cCEHDx7EItl5++23ufbaa5k6dSrr1q3DZrNRU1PD0KFDKSwsZPbs2ezatQur5OS1114LDkz9+c9/pqioKDjBee+99/LKK69w4YUXYpFsVJV7gvnqY489xrPPPsuVV15JfZ2XHZvyiLV1Y8P6zTz77LPccMMNvPzyy/jkOuzW+Ch3R9MgMSmeXn07U1y08Zj3VRQFv1/B71e/w0tLVG/S/XtVtcjmDXsAWLNK/S1UVBCqILk7MGB25IDX6y+qRuw5hwqRJEm1eUiMp77eze6dB/H7Zdxu9XitWqdRkF9K3wFdKS2pJDY2hqw2aWzbvI9xk87io3fmctcfJvPq1Bncff+VTP/ke4ad3Y+d27KJi4vB7fZQUV5NQnw8BXmlxMaprP2WghXztjZ1CCZMmANTJwIOxYENZ3BkV5xtE2fOjEaFNdNyIxaUhoP7CqmtdzXYpNDILFPRzZapEM2ALQbm6foR9tCtYtNG7IUZm5hEB36fTEparLqvRSK5bQKH95cwclJfvvl0FTc/MJ4Pn/+e3z5yAd99+gtnj+nLge0F2J027FYreQdKiXU6cFpsFGVXYMfKuoW7qS1xsWzmZvw+Gb8w+3Jwl8pY+fq1VcQSwzvvv8xhz3qsOEi2dqDSn0NxcTFxceGlgNvFjyLZ0YU6XwnZJfNZsmQJv/vd74IeAYcOHaJNmzaG/VtSv5ky13b1vG0ZtI4bjiRJemN2YP369fz73//GYrFQ4d7DReMuYtOmTciyzMaNGxk4cCAxMTGUunYwYsQIDh06RHl5OVDORRddxMsvv8yECRPYv19l+pS7duKwJlFSt0l3nHpvPmW1Mi5fKYoSmt1Zu3Yt5513HgCK4iM1NZXqanWw4corr9S1sXbtWn73u98B4FfcpKamUltbi6IoZGZmkpMTooUfOnSI9PR0LBYLla69SFiJsWXg8pVQVFREfHwoYXL5SlGQ8cp1ZGVlBVliHslFLeW6e1qbWbPoDNGNigeIBrgNMyJXIjyHmmG1LNxXVquV7ANqImQxMM7U9vdKxgwvzZzSqsSGHUddr8IrGuhLR3+2Q0biMrJfxlvvw4tCTYANuGP9IUBi1YKd2HEy/4t1ACycqUpA7Yrapzas5OxWE/jpry7FhpUV87cge2WKcsux2qzY7FbadcqksAiGjerLwjm/cMvvJvH61K+45+HJfPrOQi6+ahRrl+8iMysFT5VCZVktKekJ5O8sp1W7FA7tKSIlKYHaKpfuPLTZokizdxoTwCmF3jcxQv3iWJu63m4JN/e1YKHHgLaUHSjHL8waKn713EXWqPhZmxUUobufgrOC4uxkuPm5flZQPb5NcurYYacDlMCfE92mCRMnA+t/2kNcvDP6hk0Eq9WCI8ZGjNMBQGbbZApzKhh6Xk+WfrOZK24fyZz3V/ObB8exaPp6Bo3qSlG2+q6OT44he0sBPQa2oyqvmrh4J3aLhdJDFXiqPOxbk4O7xoOiKCiy+owteGM1kqLwzQvLsEsW5r2xGoDXv/oHpb6DxEhJpFk7UeY/SFFRET179gyLeVDCb4izppPv2cyyZcuQZZnLL7+c2bNng6zmCKKvpIgDNQsChVokUhzdyIwdYLjd+vXrufnmm/Erbqq8hzj77BuDlgbr16/nmWeeAWQqPfs4++zfBdfVevN46KGHuP766xk3bhzV1dXYJB/l7t34ZRfl7l04HI7gcUrqN1HvK6bWm49YM2vt2rVkZmYCICteUlJSgvmTNqmnYd26dYwePRpQ8ydx21atWrFz587gtjk5ObRq1QqA0votWCQHsbZM6n3FunxVVjzU+0rwKx4UfGRlZQXblCRL1N8DjTFEPxYj9OA+RzCifD4f+YeLj2pwfjxm7UfiWIzGFUVBURQqK9V+3L83F0mysP4X9fos/n4tAEt/WB+279uvquz5V6Z+of7/9a+QsPDLT9uQJHC5PKSkJmC1Wuk9oBNFxWVcdcNYPnhzLn94+Go+e38hEy89m83r99AqKw2Px0dBbhkdu2Sx5qcdDBjcnTU/7aBrj7Yc2ldITJwTV42QNyrhxWZswrnbFUdgfbgSRV1u9LtOhZaX9R3QiaJ9FcHlnkBbfsH8XCuKo+9Y4bPQfKgYRAhGRuiiQb3lNE4FzNypYTAHploAJItE3zM6UphTHn3jE4CE5Fhqq1x06NaKipIaWndMxRKQj3XonsmBDfmcd+VAvnplJdc8cB7Tpy1h3PVnsGzWZtp0TiM/W53FKMgpp77WzdJvNiP7Fd5/fiEWJD54XjVzXPDp2uAxtZdmab4qA8veXoAFibJC9QvE74v+hVnuO8jVV19Nr1692L17N23aTObhhx/m3//+d8R9Yq3pOKzJ/PGPf2TBggV07tw5aPR52WWX6ZIru90erIwHUFdXx8svv4zL0ZVYeyZaVUANmzZtYtu2bbzzzjvMnz+fv//974FkCg4ePMiCBQv46KOPmD59Ok8++WSQndW3b19mzZrFF198weTJkwGorKzkf/9T5WWXXHIJ/fr1Iz09nZtuuolRo0bx/PPPoyh+vv32Wz7//HM++eQTvvnmG/75z3/yzDPPsHHjRp5++mleffVVANLiByBJNixY8fiqWbZsGeXl5UybNo2lS5fypz/9KbjtnDlz+Otf/8qDDz7I3r17mTJlCrNmzUKWZcaPH8/o0aPZtm0b6enpTJkyhTfeeAOAYcOGceWVV7Jx40Zat27No48+yn/+8x8kLDisyVGvZ1NBkghWJDydoT1TZcXqM5azv5h6KcT88+Im99BSAF6f+pXu30/fWUisI5aCw6WkxqXhdnlJSU9AlhW69mnDoT1FTLh+KAs/X8eE64eyYfk+2nVNx1Xvpayoitbt09i8aj+9BrVn/bK9dOqVxaHdRcQnxoQNZh0LaipazuykCRMmTj5S0hPIapcafM+dbMQnxSD7FRJTYrHbbSBDh26t2LMllwuvH86nr/zIrY9M4KMXFnHj/WP5/st19BjQjrz9pcEfzgD7t+cjSRJLvtqELCt8OlWV2Hz/+XrdD06bZKE4pwK7xcKWZarkKWdHwB6gvB6rJbqER1ZkSn0HeeCBB1AUhby8PHr1upkHH3wwmIMYIdXelZz6Vdx55528++67jB49mhUrVhAfH8/1118flPwDtGvXTpc/ZWdn88UX00l19sBmiQHQ5U8zZszgH//4B8888wz79+/noYceYuLEiQDMmzePZ599lueff54NGzbw9NNPB6vXXXHFFTz33HNMmzYtONm2Z88eZs1SvZhuu+022rZtC8CDDz5IXl4eb731ltrn+/dz1VVXsWHDBt544w3WrFnD1q1bqaqq4pFHHuGWW27BKjnJij8rGGeNN5cPPviARx99lIcffpjc3FyeeeaZ4LnOmDGDt99+m/z8fGpqanj66af56CO14u/tt99Oeno62dnZdOrUiUceeYR7770XgKuvvpqePXuyZ88eevfuzcMPP8zkyZOxWxKwWprvQKskqb9ZTnf4fH4kFCrKBX+uAIPr++9+BuCDN1XW+6tT1YJMn72vWkJsJ5u4+Bj8XgW/X8br8QWf+x59OlBaWMXYC4eye2subdqnq23nVtD/jC78MHsToycO4LvpPzPs3F6s/2kPbTumU5pTg8VqwVffOI+t+KQYCg6dmt+YJkwcDS3y19eiRYuClMySkpKw9V9++SWjRo0iLS2NlJQUhg8fHvwiEJGbm8uECROIi4tj1KhRwaobzQ0+r5+K0tpG7at90We1T8Fikeg3rDNprRI5Y3QPBp7VlYFndeXC64bTpmMav31oAhaLxKTrzgSga9/WyLKMz+OnKLeCwtxyVn63jaKcCqa/uBTZL/PF1MUoisK3b62isrSWzSv2U5xbQeGhcooPV1Bf66G64tRIgRxSPGvWrMHr9TJ27FgyMzO54YYbeOONN3BYkigrK+OJJ54AwCI5gv3TJn4EO7btoVevXixdupTzzjuPs88+m7lz5wb9FMrKynj88cfx+Xy6v6DOMpW5duL2V5CcnExZmfrlFGvL5NJLL2XDhg2MHj2a3//+93z66adkxQ0nwd6Om266iUWLFnHeeefxl7/8hVdeeQWA2tpa/vznP7N58+bgcUQTUb/fj8/n49lnn2XPnj3BOECtmLdp0yZ14Ed2cPbZZ1NbW8vo0aN58skn+e9//0tiTHdi7Bk4bSk4bWkkODvgsCYzbtw4Dh48yPnnn8+LL77I3/72N+Ltbdm1azdnnXUWKSkpjB8/ns8++4zf/va3AGzZsoWKigrGjBlDhw4dmDJlCk8//TSg0v5LSko477zzaNWqFTfeeCOvvvoqqXH9sFpCM5bNDc4YBympiU0dRrOH1+OjrtZNaVEVNVX1bN9wEI/Ly5JvVEbfV2+upLbKxVdvriR7RwEr525j3ZLdZO8oZM+mXFy1nmD1l069WuGMszPqkn506p3FyEv6MXR8T7oPbsf5Nw4hKT2Oc65UZ9Z7Du+IZJFIa5sU5rPhNmV8Jx0KKuv2RP49/eb8mi9+bflTSUFlo/MPSZKwWCRatU0hKSWOLr1a06N/O7r0as3Eq8+kVdsUbntYHSy5/ZFJWG0WJl51JnHxTtp0SMfvl/H5ZPZtz6O22sWMN5cB8P7zC/H7ZT56cREFOeUs/24rB3YWkL2rkH3b8qmpdJGztxhFUagqP/mm7RISNpwsWbKElJQUzj//fCRJ4uyzz2bZsmU4pUS2bdvGyy+/DIA1kD/ZpBi6xV3A3LlzGTBgAIcOHWLChAn079+f559/nrvvvhuAbdu28dJLL+lyJy2n8Sse8uvWAArJycmUl5djk2LxuS0MHToUv9/PoEGDGDt2LBs2bKBDwlisSgIjR46kpKSE4cOHc+mll7J0qTqJkpuby5/+9CcKCgqCxxINsf1+Py6Xi0ceeYSamhpdbjVt2jTy8/NJsLcnP6+Qs846i7Zt29K/f38mT57MDz/8QKv4YcTaM4J/U2N6U1vt5swzzyQ+Pp5hw4Zx2223MWPGDBIc7fn222+56qqr6NmzJyNGjODJJ5/k//7v/wBYuXIlDoeDsWPHkpCQwKRJk4IDaJs2bcJisTB27NjgtVi8eDEZcYNP6r1wvEhMiic2tvkOnDUX1NW68Hp85GQX4vP5WbtKZW0t+OZnqqvqmP3FcnZtO8SSBRtYsmADu7bmMPvTldRU1bNh1V4AXPUeHE477Tpn0KZjOgOGd+HsCX3oMbAdV9w+kqS0OK67fwwA5181GLvDSs8h7YmJd5CUFodFGECUZQV3vZk/nUyYuVPDICktxTwkgJqaGgYMGIDH4yEvL4/i4mIyMjKC6999913uuOMOrrrqKu644w4kSeKDDz7g888/Z9q0aTz44IPBbS+88EIyMjK48847+eabb1iwYAFbtzZcY1tVVUVycjLnJt2PTXJSj/pQuwWJj1sKn8G3K6GXtjPwWaRk+gxoroNHdGfzanX2yWa34vP6adc5nfxDZQw4qwuH9hfRtXcbPB4fViy06ZjGtp8Ocv6Vg5n+8hLGXTuEBZ+vY/A53di67gCJKXEUlJSgyAqybGzIJlI+NZooQBxazKFxTW1/sR23IJHRKMKi3MUpygM14z6dyZ7QZwEGi180Vz/i1q3zV7DLtYwy3yFcSjU2KYZEaxaZjgHEWTPIrl9KvVxGnK0VHWJHoQQO4JJq8cluqtz7qPIcxCurcjOHNZk4RxuctjQqXXvw+Ws50uUvxpZOjD2dCvcWJk6cyNSpU/nPf/7Dpx/NpGPSBLK6u/h53Y/4FTcx1jRSYnsTb2+NrPiodO+l0rUfv+LCYU0mLaYvTmsSRXUb8Mnh9028vTUOazIV7j0oArVWQcFuTcRmiaHeW4xFspEc2xO7JYEq935q3bko+LFbE0lwdiTW0Uovl0P1p6p2ZVPryUFWvNitCcQ7OhLnaINPrqXKtQ+3twwFPzZLHAnOjsQ72lJVv496XzE+uU5NbW3JJDm7EmNLp7x+O/W+EnxyHRbJhsOaTFJMd2LtGUeemg4iBdxvYFhtIya4zCmpPlUOjGVzfs28UVjmU9xh24pm2A67k8ysVPJyi4O0aZFqHFxmIN0CsAeeD4cg5VMMnmlR5msk5RNNLqOtDxpjitRtQc7mCKw3KrLgFZ7TKkuFsNwd1qZ4nlZFfX5jlJBUNla8NoHnW3ym/Ueh9wM4AkbnMUKZ8aQYO7JfIbNTKrWHy+l5dmdyNh2mz5juFOwpJrNbBl6Xl3q3zBkX9uabqUvoNaY7y6dvouPQVFb9tJ7EjDiqSi3EWpOQ/TKVSjVuWZ3pDEkyJRyWBPVHO1Z8sot6fxmg4LAk4rAkqpJdRaZeLldn+QVmnRf9fSUrXpAVLJKD/ZVfU1lZSVJS0lHPvzlD+747P/kBbNKJ/eHhU9wsrnyxxfdRc0dzyZ+0e6l3yvVYJUfwPfz/2Tvv+Cqq9P+/Z26/uekhhN47AtLBjtg7trX31XVFXXV1i+vqrt9d92dZ2+rasYsFEWERu6CAIE06oYSWECA9ubl15vfHvXPvGe7c3CQEkuB8fPnKZcqZc86cOfPMcz7P5zGaXyLbNSHcxPkrWRh3TNJAlhgyqierl0a0+6w2C0pYoaBrDnU1PvI6ZWKxyIRDCv2HdWX594Wc+atxvPb4Z1x71+m89dSXTD5/JIu/Wk9+lyz2FleihBV89cEmZ1A1qquRdIL4bonZRsI2MSGELTq/2oW5SEwOYY1+fIokFs2OCoTjNlSJfwebfAspC+0iqNbjkDxkWjrT0zkBUNlY/w1B1UsHW386OyN6l1oYtC9cRWlwNRWBLQTViJ3ksRaQZeuDy5JDiW8pQSXiYIvrJUtkOfoQVnwEnbs4/fTTef755zn55JPZvGY/ndxjcXfZy6p1C1EJk2btRAfXMOzWLMKKnzLfWqr9RSgEcVk7kOsaiqqGKatfQ1jVSwBIkkSGvRch1UddoDjhHrht+ShqCF+oDKucRp57GAAVvvXUBiLaZE5rHjmuQTituQnnh5R6Kuo3UBvYiYqC05pLlnMAbls+9cF9VPg24AtF2Pd2S8RGslszqKzfhC9UjqL6kSU7DmsWmc5+yJKNyvoN+EIVKKofi+TAbs0iyzkAh7VxbPPmhOXpzk/xrk4GT7oLu93G/rLDy75pSkhfKkgGEg6Gx6XgdiSrU1yCwpKwDcBqYGPaDL4Vxe8yR/Qcm7DfLlmw2i2EAmG69cmjvKSaXkM7Ub2vjuyCdFweB5V7a+k7uis7N5Ry7AXD+M89nzDp0qOZ//HP5PS3U7ihEMlhQapPw6K4CKhBwmqQgFJHIBrWFyaMJFmxy2kxeyqg1OILVwASNosHqxyxh4NqPWHFh0V2REN6D7Dzo+NOUUMoaghZsrKr6ot2bRuYtlPT0O4cU7fddhsLFy7krLPO4uGHH04wrI499lh27drF1q1bY+E4qqoyePBg7HY7q1bF9Xk8Hg/FxcWxm5mTk0NhYSG5uYkvHiMcCsdUdgcPZWXVDBzRnT07y+k1qBOhQIgJkwezY/M+Vi7cwknnDmf6c99y8pSRfPHhMoaN7836ldtJS3dSWVaLrER1WATHj+gw0vRVxHq2F8fUpvrFXHPnFF5/cga9HInCmmIrfFHjpIb4imNAiocJaY4BnxRnowWj2dl02eIER4bRC6XGv52gZQf//e9/WbBgAS+99BK5juFkOfsyYkw/Vi3dEjs23ECmM7FMoxh8cb9WT7F+yfRuFBJ1mg50TB2IVEaNNrlaUpQjQmtTqrJb2zHVqVM+E48bwYz3vzIdU7S+YyrNKvy2SdEy4+do31ZBSSYt00H1fi+WDjY+2fAi+4I7dOX36jiYycMv5935j1PrSzSc06wdGdz5VDYWz6c6tF23zyFnkO8YQal/OQGlFgkr3T0nkmYriFxfcEzVBkvYU7so4siVXITU+nZvOJjGVftHW7GfDoVjSpIksnI9BAMh8jpmYLfbUMIKA4Z1IyvHgzPNzmuPf8ZVt5/CO//5ipPOGcGSbzeQV5DJvpIqFFWhvtaPouhtoeZk5UuG1nZMra1bxGVTz+ftpz9mcNoEnWPKL7CKfErkfRUUtWUQf2vZbOPvjrAU2a/XVU3MBn3gu2x33Q906efk7rvv5pNPPuGTTz6hh+dU0mz5DBvbm5VLCnXHG2W9Pli9pYN14qRCS2oqNRat5ZgaNXYQskXmx0U/H9T1mwrTMWXsmIodKzesMeVMs2OxylRWeLF3CPD51teoC5frjuuXP5ozTp7Cc9P/RkhJlFzo6B5KjqcX28t/xBvaq9vntOSS6ejNvvqVKGoQWbLTNeMkrLIrwTFV699Jef1aQMVhzcYfqmjXtoFpOzUN7SqUb8GCBbz44ou8/PLLWCzGD7zNZsPj8eg0YiRJIiMjA6fTqTu2T58+PPfcc1RXV/PWW29hs9nIyclp8XpbbRYkSaJHn45kZKUxdFQvBg7rztBRvTj1olF07pHLlXeejMUic+wZQ1EUNaK1UutjR2Epq5dsY+ZrC5k3/Sf27Cjn3We/QVFUvvgwInD88+Kt+H1ByvfVJBhVRxq2+pZw7Z0XsdW3pLWrEoPb1ol6b5grr7ySV158gxzHUWQ6+gDgcNh1dFkTbR+le8qZNePb1q6GiSaix9ACug6OOInWb1/JvuAO3nnnHTZs2MDmzZt57733UJx1vPT5/dT6KpgxYwbffvtt7P+nnnqKulApS3e8SUFvB88++ywbN25k69atzJ49mzPOncTO+vkElFo++ugj+vbrRW3YONOXN1hCz17d+eSTTwipR5bulaaD09L/mzi0aK/2k81uxemy07FLNt16daBbrw6ccMZwOnTK4vq7zkCWJW64+wwkCY477SgsFhmny86+4kr2lVTx+Uc/8fXsFbz2+GcAvPn0F4TDCl/OXE51pZetG0qoqfJSV+074u2ntXWLuOKOC1nvXdzaVYkh096b9Ws3cv311zP302/pmnY8abaIOLjT2XZD/k0YY8VPG1m+pG2G9ZpIjtGnDiA9J7LIuHrHYtJyrcyZM4ctW7awfv16nnvuOfbUb+Tpd/9EWrpDZzt9++233H777ZR617B+76eMGNuXt99+m61bt7Jp0ybeffddRozpR6l3KekZbr799lskOYwvvNewLnXBEk45ZTKPP/44/tCRo3tl2k6NQ7sRP6+vr+eGG27gzjvvZOTIkcyaNcvwuKlTp3LxxRfzf//3f/z6179GkiSmTZvGsmXLePfdd3XHPvfcc0yZMoU//vGPZGVl8c477yRoljQELW7d7XCQX5CH3xLGZreQ3yeDLeuLmXTu0bz+37lcecspvPb0XAYO6cEPX63BW+Nnz65yUFW2/BRJSf/uk98CEv97YykyMsu+i6wSldXXABIjxvdl/bIdFBfpM53EV0USfYwhYcVE9JJrrAlxJTAsMIlCUiI9XQwv1DKYOYgbDUaZAHV9FcvGJbJh4r/jjCmhnsJvrVxtkyRBlj2RrSMsAGILRcoUjU0dCyV6/bDQXm1lK5jkY9JoBcQi2+mcfgIq4Zh2UpDI+TY3qI4A/np9Bjej1ShJxxZLZMPozhfZNgaZ5QzrbrAKlGxFJ2RQpnh+jG4rxceFJcbKEbOXJfa3vu5iSKISvbZxtjuj1XLtfCOW1IHlx9shTHuqdly8nr17dWPo8L7M/nh+7Fijla1kq13xeoiZ+BL7QYRVTZyKxX7U7oOYCVBceZZjK9siu0kcQ9EsccK2UKy/E5mN+vrH6+EQWGBa/ayIzIbEZ1aEttJvE8ZSSBhjjmgGPpEllW6Ll2PEmApEm75ndSREw22VYuVMmzaNqVOnoigKDzzwANOmTeOkk04CYPz48dxxxx2sWxfJsOmNZjgcPHgw8+fP5+GHH+bBBx+krq6OcePGceONNzJz5szYuR6Ph8y+WfTM7EVB1xwC4SAlO/fToSCbWV+sJi3NyoQJE2L1FHVOTJg4nGhr9pP2LFgtFjIy08Ci0K1nPruLyjhjynjee+VLbrrjHF7592wuu+lk5kxfTLee+ezYuh9UlWU/bMLnDfDqE3ORkXnl8UjCktlvLwKg5gBdptMvGsObT39h6HhqSUZUa0CbZ61C31uFxTBHdLKU0LPQrZKEIjQ9qDQ8dxux6g8WKgppto4MyLoYFZAlCwrh2Hs7Myct4X3ZHHZUU9hD7ZHdlLL8ZrKfDkRj+ubYE4ZTXV3HymUbW+SajUWyujWHSSX2V0PsqWRRCs2BEZvSasAaNWJJATijWYPFLMYi89xpSbSdNIRVWDMn4kxMt9lwBmzs8/t55JFHWLVqFR6PhxdeeIG///3v3HnnndhsNk444QSGDx8e02jTtHXPOeccXnrpJX73u99x8803I8sykydP5uKLL2bx4sWxcwH69O/CsEFj2bZtFyPHDmTWR/MZf+xQ3n7/R/Lz8xk2bFisjqb99MtBu3FM/eUvfyEcDseymiXDlClTmDFjBtdccw33338/AC6Xi9dff52LL75Yd+wxxxzDjh072LZtGz169MDlchkVGcNbb73FQw89RHl5ObW1tQQCkdA9u8NKQc8c1q3bicUqs+2b3QQDId58+guChHjt6YjR9MUnkSx0RZv2xMp00Dha39czVh6RntEjBRFdmsTHadOGHYSCTdOhMNG6KNpaTNHWRB0KE20bR589mN1r97B3WzldHH3o5xrB559/Htv//vvvc9555+nO2bx5M2vXrtVtu+uuu3j77bd58sknKbAfhUOpjq0KHoitG4vxu3eycc1OJJugf2dgRGVnZ2O32/F4POTm5vLAAw9w5ZVXHmSrDz8UjDUJD7ZME4cOrW0/JbOdTj57FFvWlyJZFcr2VeP3B/jozW8JhxVeevxTAN74zzxkZH7av9FwcaIxeOOpL0z7qQ1DkiyGS5rrV2832GqiLWP+N8tbuwommoEzbj2Gz19aDOEQvZ0jKKvdxYIFC4BIKNqcOXNiWTE1rFmzJsHW+ctf/sKf/vQnpr/7AVmOvvjCEXa6JuovonDDTkq3LSFMkKJtJfh9AXbvNGZRHQn2k2k7NQ5tzjElZhgDsFgsLF26lCeffJLPPvsspfPos88+48orr+Tiiy/mkksuwWq1MmvWLK699loCgQDXXXed7niHw8HAgQMbVTeXy0XXrl055phj6NevH3369OGyyy4jUBtk/fdFeJWIsRVCRYpyFCxSItsl1WqUkQ7MUaN74nTbWf5doe78kMYkMtCQQsdGEbIvRI8NS4nx/5GzgonbpESdIvF5sMU0bpIxphKZXSKjS3PPiSypbb4lbPLpKef1UcHieqWGmWX/jm0f4ZnAiPSJOsaUtjIQDMRXGETB9PqoTpORVpAuDjjFc69j/RwgujliTB8WLqhlb2l5tKjkK05WNR4qoVtBkxK3Ga2AGTGiUkFk9YgMHe0DQIxCTPVREOs7oRxxdUc7X+yDoBTPAuInMftQqlUojV2VjIWVCjH2lHCPBw3tRZdu+Xw598fYNrFvLCmmTe36IptMd81oP4gaKrH+1o1FKeEc1YBZJdZP1JVKJgocr6fRPBD/bbTSKM4JthQsSe35tumYZYlwCCt8abZInUWWVLZDYEwZNN8Xbea2bwsJ+UN4bBJgZ2zmcRTWr+Tyyy+nR48enHnmmfzhD3/QnXvFFVfEVu+++uorVq9ezZlnnsn1119PjrUHlcHt+NRqw/YBqJIaY66FQ5FnqXDjTkNmxjvvvMOWLVsoLCykqKgo5bvMhImmoq3aT8lsp3mfLMEi2RM0KBvDPkg1v2mQVJlTp4xi7bLt7C5KzEJ4OKHNn42t+8FgXd0i1nkX6ebcuqj95FVqmL73idhrb5B7PD3t4xLKUJMYPzH2s6QkbjPQlYI4wzcZOyj23hT2n3T6SF77z5yk5zWHHdUU++BQM5kavHYLsZyS4VAxw049YwI7tpewft3WFi+7OawkrZ3N1aDS7kNjdaeagmTtic+DouZelG0u2J+iTq9bjvzWbCgAj/A7zRqZCewGlwwosOLtpWRbVOwOmWyy8EsjKSnbzO23305ubi6nnXYaU6dO1Z135513xhxT06dPJxQKMWbMGM477zwybT2o8G9q1DMkIRPwhZCQ2bB2u6GhaNpPvxy0KcdUUVERvXr10m375ptvuO2225gyZQqjR4+msrISAJ8v4lSorq7G4XCQnp6Oqqpcf/31HH/88bz66quxMiZPnkxVVRVTp07lkksuIS0trVn1u/DCC7nwwgtj/66uTv7B0tJYt3Q7VlvLifu1B1x5xwVcfedbCdvz8/MpLS3VbXvv6Y/Y9Lqxp701MffT7wk0MXOPidbF9m0l7Ny+J/WBJtoUxlxyNEunLyekxfZFndAOh4O0tDQ8Hg8FBQW6c5xOJ253RFfBao28DrWU5WE1gE+tZubMmYwcORKA0aNHs3dv8+aZs84664gQpzRX/dom2rL91Jq2E8AXM5YjG8WwHMG47PbzufKONxO2G9lPbz31ET/8t+2xhN999YvWroKJJmLJ4jXUexOFsU20bUy8ajTzX44TATSGqcvlIi0tjfT0dF2iDAC32x1zTMmyHLNvKioqkJUwKgobN27E5XJRXl7OiBEjml2/I8F+Mm2nxqFNOaY6d+7M0qVLddsGDBjA2rVrWbt2LR988EHCOX369GH48OGsXLmS0tJSSkpKuPnmmxOOGzNmDG+88QZFRUUMGTLkkLXhUCE7P50xk/rz+XvLWrsqhw1vPfUxD/zrPt22eqWG0tJSOnbsSJolPbZdY0y1NUw+fQLr125l62ZjkWQTbQ/dehTgcjkOu0aCiYND4fdbY04pVVXxKfX0cQ3mwzc+oSZczvPPP8+2bdt45ZVXqKuLZOJ85ZVX+HnFGqySC3+UGVVYWEjv3r1ZtWQdMrbYB3UgENCJQpsw0ZZg2k/JMWRUD2wOKyt+2NzaVTlsePfpmfzlkfsSGFOa/eSW01MyplobV954Gq+/MJegubjXbjD86P5s3LCdkuK2t1BsIjnWfx3PfqmoYaySjQJ7T/7z2IvUhiv46quv+Pe//83cuXNjx/3jH/9AVu1YsONXq3G5XNTV1dG7d2+2bNgNRDQ7hwwZwpdffnnY22SifaJNOabsdjujR49O2P7NN98kbJs2bRqvv/46M2fOpEuXLkAkBtXpdLJ4cWLGkUWLFiHLMp06dWrxertlCzbZQliNhNOIYr6ieHQ8na6gRRILdzGmZ2qo3etl4487dWExIsSwOC1sT7yOKF6uiX2LYVxG6ej1Qsjx35oAs5i2VBMVF0MGjWiq+lCgeDu1lPJiKN+QtAkMSYuIB2sCnu/vfQKANDmdX3e9J3pOvPygIv6O7BDFAMPheEiWlvJYS8MK8ZBFnXC11PBjIrYzpEb6JhwN6Zs18yvD8D0jmrZ4D3QhoNHbqBrcIwDZQBzdCOL91Oqp2y+EdMVDy4zLNuoTI2q4RRfWp4V7xvvLLwidi8LeRtDCK41CGg1DTQUko0xrZYl1r6yqprw8KsCqiaPrRN6N2i4+f9E6ic+XQYicXYpTkbXnR3+HE+usCykUwvZcOKPXbJieL84TQYOQXSOhfZECL947I9HgZAkXNFgNnnO7JV6OM/o7wx7fn++Mz2OZ1sRnoCaa5KBgaD7+XZHkECuql/N5WUSjJsMSzxQmSVJMrFNDB/sg+rhOQlHDLK15iXfeeYepU6fy/vvvo4TDsYhoI42aCv8mKvybou3IpFPaROwWT6sI6B4uqNF1v5Yu08TBob3aT42BUaizBnGeSSZkvmn1LrLyPIekbkbv5aYIqhvJHFh0+7XEMfH5R5yLFCnyOyRss6oqA9zjGeAej02Oi59Pj9pPbjmdizrchT8cr7tP+B3WkpuI19SFyyfuT2yP3qZJFYpnlBTkpWc+afCchspOdmxjzks47hCH1TUHh/od09w5ubh4L1VVh4YReWDIb1OQSqYg5bVTCKIfrBC6bPA9Jc53WpIZMYGNXfi2cVmjtpMQvpfrFCQR7JFnNc2S+MzWKRJ9j+rA5j37qQhIzN03j6VVkczn2dY4S+pA2wmgj+M48hyD8SlVLKuZxsyZM/nd737HTTfdFDvnwBBzDfu9q9jvXQWA05pHvmdskxKQtTeYtlPj0KYcU8lw4oknJmzThGiPOeaYGL3Q4XBw66238sQTT3D11Vdz6aWXYrFYmDlzJu+88w433HDDIUlnfLjQ/+iuFG8rS32giTaDSaeMY9/e/fy8alNrV8VEI+F02k3B+nYIf3XcsbnHX8zRRx/Nvffey08//YTb7eaKK67gqaeeioUxHQhZstDRPpSnnnqK448/nuXLl/Pee+9RVVXFiBEj2LNnD/X18Wyd9913ny6s729/+xs1tTvIdQ0GOKINLBPtB6b9BA6njd4DOrF3d2VrV8VEE3D59acyZ8YPVFXWtXZVTDQSHo8bi8VkFrcnONKdVBdXxv6927ebSy65hJNPPpn169eTn5/Pddddxx//+MekZTjlTLKtPbjnnnuYN28eX3/9NbNmzUJRFE4++WS2bNmiO/6pp56KhQEGAgHuuece6oN7cds7Aqb99EtGu3BMNQWPPvoogwYN4oUXXuDKK69EURT69OnDs88+y69//etDcs2gqoKiYo+GeTjC8W71C95tIzaD5hEXveBOOX5+WFgFqy2rx3ZA9hI16mX3q/EPaa0skb0gXluJifmJHnqR6RBhphixqCLX1NLMiywSbVsyVk801amYel4YfhqrySaEyhimPJbifzUhZJExVS90cX31B823AACRt0lEQVRIipYpHCDsl2PizfFrauwpse069lS0v8UVET2zTM/cWbzwZx1jSlt1SbW6Im7TVmeMtkXqlPgYG7KKRDZL9PywINYeVoX7meKdoETHm074XdKEXePjyoZd+G2LnpO48gqC4KO4GqWK49bgmtr5oui9MMY0lpXhOcTbrwj3ze2xUVnh02078L5G2uMw3K8JsodVYxaXxoYLikLn0WfRrsZZVGLfaGNUL4ieKJQujgWj1WxxHghGWWbi+BTTE2srdKIAp8Z6A7BH+9mW4ppinbX9Ympzu/B8uqICnaLIeZ49Xr+urohTySLHr7PPF7kPYV89ufZIn+U7slmwbgHvvvsuQ4YMobq6muuuu45FixaRb+vF3uA2br31VoqKikiXBiAh45Pq6egcSW3dfs4++2yGDx/OKaecQmZmJrNnz2bq1Kn4/ZF7e+uttyaIb/p8PuySRJlvPdX+IvLyTmDfvn0J/dHeYeokHLk43PaTrMrIyIQNbI1UAuHavCKyk5KdU1flJxxSmyU6bsTkSYVk7GYpxoxNnNt15+vekdo5ItNeSHYTtRFDQsKFgG6/dp34a1IF/GEFv5BRKyjYgJodl+yaWvv0TOHGMXhSsaTEts/6aD71Xn/S97dRmUZIxSpoDiOqLbJi2wJ7IiMzjVDo0NbjYNlJB8ueOlzX0dt7kd8WHWNKZJtH9uvY5o74M9vVFbH3ch3xBTxVjRxbabPgUutxuYNYJBudnNl8/vnnWCwWevfuzc6dOznxxBPZuHEjHaw9qK7Zw2WXXYaqqrhkT+we9HOdxuq9HzFixAhOPPFExo8fTygU4sknn+S7774DoKamhssuu0zXTo2JJUkyFd71+EPl5Obmsn9/6yaraGmYtlPj0G4dUw8++CAPPvhgwnZZlrnxxhu58cYbD3+lDjECvobDlUy0PfTt2w2VsMmYakfYW1qOr77hsEITbQuOXA9KTlyUeWL2RCyShTVfrOGbOfOxSlZcUg7Hpv+KAltfVnnnM3/2CtLk7hQ4hsfOkyULfdNOpzxUxPZ1m3h69YuAgl1OJ9t6FDkZ/SgLbOSLOZGMjaKBbLN0wGnPpbjmOy644ALuuusu5s2bd9j64HDBNK7aP0z7yUR7wJgJg1i1fDP791a2dlVMNBLbt5WYjPN2hrSuObrF3Ys7ncXX+xcyf8b3zAn/DytOcmz5nJ93E6qSzRrvN3z14WJ62MbSwdqH+qgDzi6nMdhzEeXBQpYtKOSH75YCMnZLOh2dY8mwdaPUt5JPPvwa8YIqKpnOfqhqmNpgETfeeCNTp07l73//OxbJSVg9MsT0TdupcWi3jqlfIrI7puPOcFBf/cv9aB6ZMYH3n5nByIwJrV2VRmH3rlKc7sZpQJloGxg2oj+bNmynqqq2tatiogG8t/snjr3hQj777yecb51I+c/xBAMWycLE7IlMzJ5IiTfy4i7zxVcv+zgn0odIsoTaA/TWJEki09adTFt3IM4E0Fb3853DyJUi4XqhA5hy/lAlAP379+f1119n2rRpeOzdqA3sbMmmmzBhoono3i+f1Uu2tXY1WhUDXeN586mPGOAa39pVaRQ2rd9JwG86FNsTjjtpJO++MTf1gSZaFe/t/onjbriIBa98yKkWD2LknNvi4uyOJzMqI7Jxvy/u/Cj3hxiRdhoAtSHt2RSYYZKFPPtA8uwDCUgRh1JQCsT257tHRs9IjEio8e9AkiT69+/Pvffey4wZM8hxDaG8fm3LNdxEm4fpmGoB1CshgpKFYDTsKKijbzYs1mkkEKwI4XuaSLCMxKYfd6DUh3Fb4rdNo19bhBAb7XxRhN1vcB2do1UX7RaZJKxJhK8tauKw0cKCRGq2KI5ujdZPDN9LswjC2LIWdoewLf7bHqWpTsiayK639zIhayL26H4xUi8gMIjlFOFo8fYIIY1SRERa7Bu/UE48pCp+TpDkjkKny4HH44z9OxamJpQvxQShBWFr8Xf0PqQS8BahGOw3DhkUhfqFj2wDcXRZFGSXtLITwxTFULx64bfWjmThaNp4CwnjTh/SkEidNwyXk8SfiWGQIrRwPbGc775ZSigURlGV2BhShFBZo0cpJIwBozqJ48VIYFxzcIjC6mLfiIEf8XLEdkRD5AzC+8T9QYPVFSmJuLn2XDiEkEUjiCs2YnIGrS42SU44VtQRF59TW/S3SxDozLLF+75LZg0ATkeQD35awv03TWfq3/7I7887j71BN/uWRT4868KJYcB2IT7VEk68iWJockCKa0k1NmTDgg2XJQ+PrSv/71+PYpXT8Nj7ku7ofkQ5ppTofy1dpgkTchLRcKNQZslAILghe2v5N4U6m0RDKgFv/Tx8cONUC4ETww+NyxTbpIXNxdsuhuUbLZgrQlifrGjyB9DDMZbv/7ubbvYxeMNhnVREUAib18oXQ79DxOfh2DxuEJaXTPBcOcDBfyCMEpGkZ7jx+fxQ1fgQvoMN22upEL22EFbXVDQ2HLMhfDh9HoHgwS2eS00IezsYQXSI3++mhNoZ2botCaN5TGufRbimThLBkiiDkCPIIHRLi+i0dc6NCNPPWLaEB349nd/9373cdcON1K7eSmCPF28oniSiOhgprFr3XSbYiNG6yKrxx5ZkIH1iBK3vPbYu1Pp3cN+9f8BuyaCDeyRuW8ER45gybafGwVSoa0foPawzPYcWtHY1TDQBwWAId5or9YEm2gzOOf9EOhbktnY1TDQBtau3xZxSrQlJkujkmUDv7PPpnnkKWa5+h8x4NWHCRONxzOlDych2t3Y1TDQB4bCCy9XwwoiJtoUbb76wtatgooko/2IZgT0VrV0NLLKdgoyJdM8+gy4ZJ5Lu6G6KoP8CYTKm2hFWfFUI6AXvTLRteL0+9paamRTbEz547/PWroKJJiJn8tHs/2kvdbtb37g60qFKalJx52aXeQTqJJhoW5j56g+tXQUTTUR5WRXBgKlX1J7w1ONvtXYVTDQRBVeezJ53vgbFfA8fSpi2U+NgOqZaADVqPVYUArEQODFLVSracMODSgvls0kynfvm0W1QPiv+tz6+PxpuowqUbG1uCQgZV0Rqt3bNeL40PYU+FrqWJNOZRjNNll0tXrd4P2iZuxxSfJtDRwlN9IrLBtvEZB91Ie3c+LawLkQu8lfM7mcV2Au2aP3EexAkHgsdO0doe2Np3hol2umyMXLUYHbtLI3UKUpZtchif9qi7RCyyQnhU6koxmEDCrwIKUa3TTxHFvpDFTNIKv5omfEOtxjcY5H6LRlRqoV7441ey61mxLaJWd7C0REZkuJtVyQxK58WChAPlTOinovtiNH2kyy6xCnj8TKvuf48Zn/yHRXl1bG+1/VttB+TvWC0+yj2g/j82BoIjQtLcSNcbFn8WTIOr9XGcLL5JBgNw9CHYxhlwhKelegzK+tCSMTQDS2co+HQZK8STNhvER5aI1vIIQwhh0Xhg+IlfFiyFJscHWMy7PF5AdgbqOWYf/yGkBCed1zOBE7KjWhIRRP9JQ3t1UIBVF3YSmKWRRFSLLRIzEAZv69ONSLE7pWqDTM6mjBhIg7jMHMxxDgxA5/R/CTpQuD0D/zYkwdQVVbHxpURLTpt/hLfrvHwq5YL3zOC0bsj+TehVhfj93ts7hdsQDG0xlAuwuB9IUpQaPO8GN4s1jkWtifagFJixuGmZOAzsl/yC7KwO2wsX7KxweOShc21VNhea4fltUSI3eHCHXdfedDOqWTtbSjErzUy9YnjS9LZ0gcXXthYiGwizaQSv4fsUXvp09If+d26RZH91sgzXxK1n0p8Xkbf/quYvsJpHSZwTsfxurJM0pKJwwnTMdWOULx5P/t2Vib7xjbRBlFeVsWXXyxu7WqYaAI+/fhbU/i8jeGEGy/koV+/l7A9Pz+f0tLShO2znvsI7wd7D0fVfnFQD0FmmSNx1c9E28LSrzdhtZls8/aETRuOHG2+XwreeHVWa1fBxAE4+dcX8P9ufjthu5H9NO+FD+GTksNVtV8UTNupcTAdUy2AgBQgLMVXl8I6z3viypVNjXOVLCk889o5sgRWu4WTrx7F568sSTjOYuA5D6viNmGl0UBgNGCwqm/EkkqGVCs6sRVPYVtQWCKUopUWeyMk7PdFiR5BoRqW6GKF2HYjVoS432mJX0ENR+6DuLqoaGLyAntJZJNp2SXE1ZUg8VSmGptHW0lxuV1cetkZvPzCh5Fyo0wpK3FBdGuUISSypIyE50WRdaOMFsmg1UWss9H9EgW+Yyui4jbhtxplMomC6JIUZe8JK1eiiHo4KiyfjGmnjTeReaJbqZS0MoU6G7BdFGEVKxwV5ReTAxhBXIk79cxjmDXja3y+QKxvJd0KerTtOgFvkR3ojLZHFDJPfM7FMo2EX3XHRp9fm44xkMgoEGH0AlR1wrSJYrS6fpS0JArifU9cORZZDEYrhGKLNHF0UfxcfLFq99YnXKYqaGXeCzP57d/+iDVaJ0lSKfXXUVpaSseOHenoziAYjJczIXsix+dEGFP+6DwSFMoUE0No/RQS2GriuAsf8ExHrh9pp/jMSgYsCxlLu1rtNmHicEKO/qdNAcmEzLU5xqqbUzWbwXgejNsckb9deufRvX8+i+auA+LzjjhPhmLnivNc4px2sEx4EVo9dYwkg3ecXoRdSJATY/UKjKkUy5dGjCkjofOwZMx40uZEI6Hzg2VJift79+1O5655fD3vp9ixzRE3b4qgeXPYUe15jldSsMpEyI3QSzznghMPmXNK6+dU4ugtyZ7S0BRx9MaiKezC2DmC8RQWJgotWkS0c+rDkTp/9t+Z3P3wfQBYoobrHl/cfsp3ZaCGIyeekjeBM/In6MoSI1F00Tkp5rn2/FyYaD2Yjql2hFAgzM/fbG7taphoAmqq62JOKRPtA2t+3oTPlxjSaaL1cG7BOM4tGEePaGaZdKef4759A4B8u4eF9zzFijnxuXFLnd2wHBMHDwVFl82zpco0YeJQomRbGaqpodKusGFtERvWFrV2NUw0AT8tWdPaVTBxAM7In8DtfY4CoHNWJLPx2C/eAaDAmcY3dz5JxYJI5rsttWmtU8lfAEzbqXEwHVPtDD2GFrBna3nC9m2+1Wz1raAqtI+QGsBjyaaLfQh9nePY7FvCzsDamKdbWynMsvagl/M4ykJbKA6spiZcjKIGccgZeKxd6OAYSmVwG5XBLdgkF51d43FbErOVhdUAu7w/UB8ux2XJoYt7At7QXrb6VlMb3oNdTqebfQRd7SNBslEe2kWhbwHloV045TR6OIYzJO0YrJKNsmAxq2q/Y0+gCIfspK9rOEelHUt1uJK1dUsoCRRRF64m3ZJFb9cgRmUcg8uiz3qnqirr6lbyU/VCKoP7ybLmM9g9kV7OoYZ9Wq9Ust2/hP3BLYRUPy5LDln2PtSHy/GG9unLllTschppts7UBUuoD5URVv3YLB489m447LkEwtXU+ncSDNWgqkE6duxMTaUFt71Ts+65icOLLl07sm7N1tauhokmIFznS32QiRZBhIze0gKeR55xZaKNQZLoPbQTxdv0yUgUVWFXYBn7g4XUhSO2lcuSTSf7UeTZBrDV9x01oZKEsjrYBpFnH0RZYCP7AxvxhvcDKk5LNhnW7nRwDKbEt4y6UCkOSybdXMdgkxOzAvrD1eysX4hfqSHT1p0uzrGUBTawx78Kn1KBS86hwDGCPNsAAMpDWyjxL8cb3o9TzqKLYyQdbUNBkigLbmWn/0dqwntxyhl0sY+gs30EleGdlAR+pjpUHLFx5Gw62odQYB+WkDVUUUMU+5exL7COoOolzdqRTs5RpFmNM0LXh/azz7cGb2gPKioOSzaZ9p7UBosJKokh8XZLJi5rLrWBYnzhCkDBbskg09GXNFtnaoO7qQ3sxB+qAEklP68Todpc3PbOZoaudoDOXfJN+6k9QZIIlFa2di1+ETBtp8bBdEy1AGTVigWrLnTHCFrojUMI07JEaaY2KU4Tdcjx3weKgtdW1OuolAC14QoW1XzMqaeeysSJ15KWlsbatWt599132VW9jqpwKRdddBEFBXHDoqamhtdff52y0BbqlQpGjx7NOedEzt28eTMff/wx60unA3DRRRexfPly9u5cSe+0yQn0zcpAEbVs5+Zbb+a///0vRXX11IZ2c8wxx3DeeXeyYcMG3nzzTSq8O+luH8EK7wxGjRrF7y/5DUVFRbz22mvsqyxiiPt4vqt+iyFDhnDblX9jz549vPzyy2wtW0ttuIK+ffty3dlX06VLF7Zs2cKbb77J9r1bODfvOqzRkDJZgoVV81hdt5gpU6Ywfvx45s+fz6efzqAmvJ8h7hPj9w2JsuBuFtW8SkFBAXdfdzs5OTksXryYjz76CIDbbrst4T6+//777Nm7hFGjRnHqqVeSlZXFihUr+OCDD5ADboLhGo466ijOOON68vLyWLt2Le+88w7B+mry0kYiSVIsfA/ATsSxZlPj28RwNo02H5TiYXG6sLyDoK6HVUFIXBXD4SJUfkUQrhYNWI3Cb0SSFssU22lEqTYKDRNDJy2SmEjAFv0bD7nSqOVNWQgX26GF+Imhm5Jqi4VaNrYfjUSwRfF/UdQ8do7QznAjM3WIIRpiCIs1BV1da4X47GorLckE17VwjmRhvNoYEMNrxJekFrIs1lOb73Siu0LT/VHOeE0w3s5SnzAGoqLimX5HLFQ5rEoU71MoC8SPqxO6uz4aH1gfEsNvE8NWkkELMQ3gjW+MPiviWBJDbbVxrRA+Ile0TJg4FDASPI/8jjxnRnOeBTlhG+jlCwBQIFgbiiVgCUffm/tDm9nmX8CvfvUrjjrqKCRJYvHixcyaNYti/yrqlL3ccsstWK3x+aWoqIjZs2dTGlhNgCpOPvlkJk2ahCzLrF69mk8++YQ91csAuOWWW3j33Xcp82+iwDkioc2lgdW4Ovg595SzeOONN6gL76M2vJsLLriACRMmsGDBAmbNmkW9UoGMld3+HznjjDOYNGkSS5cu5YMPPqA6XEqanMc23zecdNJJnHnmXaxevZq3336bXYHl+JSqqL0yVWevVIZ308d1CpIkEZZCqKpKoXcOPnkv1950LX379uXDDz9kyZJP6e4+kUx7z0hXRue3Cv9mir0LGThwIFdc8RcsFgtz585lwYIF5Obmcu1lVya09/nnn6cutJOTTjqJ448/HovFwvz58/n8889xWHIIKBUce+yxnHTSSTidThYtWsSnn35KhlJFtmugrqyDFTdv7EddS4YkNSV0rq2hMXVXUZvdxsaECkauISbdaVxY38EKkacSRzcK9deH6sUhpsUxvJZmP6iJobYhMaRW2O+L2jm1ofi8uT8Qv5K9LuIUrwlG7JmQIsX+7q6QqfG6Es6pjZpGgbBor8V/a9+ioj1nZNMfic4TE4cOphJkO4O32od0gJCSL7oqddJJJ7F//37Wr1/PFVdcwUcffURVOCJs97vf/Y5jjz2W3NxccnNzyc7OBiAgVfPhhx/y8ssvU1FRwfLly+nVqxc//fQTlqge0+9+9zuGDx+u0wsSEVb9OBwOnnnmGex2O7Wh3Vx++eVMmzaNtWvXcvrpp/PBBx9QFtrKCu8MzjzzTGbOnMmGDRsYN24c8+bNY39oB99Vv8XEiRP56quv2LJlC/369WPhwoV41SoAHn30UfLz81m7di0nn3wy33//PVXso9D7c6wuNaFKfq5dxP/7f/+PqVOn8vPPP/OnP/2Jv/71r6yqm49PqYsdq6oKS2pnMnHiRFatWoXD4WDdunUMHz48dozWX7m5uRx11FE8+uijBAKRMK+XXnoJSZLYtGkTt99+O2+88QbBcIQm+5///Aen08mGDRu46qqrmDVrFoFQBf6QfrXWRNvDnt37W7sKJpoAySLhyDLp54cLiqQckv9NmDjUqK9NtGH8Sh1Wq5UTTzyRbdu2sX37dh5++GEefvhh6pRIAoXHHnuMfv36xWyB9PR0AJwZKkuWLOG+++5j27ZtrFmzhuOOO445c+bEyn/sscfIy8sjnMR+Cql+evfuzQMPPABATWgX//znP7nzzjv5+eef+cMf/sBDDz1EiX8Zu/0/ct999/H3v/+dn3/+mZtuuomnn36avYHVbPN9w0033cSzzz7L6tWrufDCC3n99dfxKRH76cUXX9TZK2+++SZlwU3UheNJIqpDO6kO7eLTTz/lhBNOYN26dUyfPp0LLriAEt9PukXRoFJPsXcx1157LfPmzaOyspKioiKGDRsGgMVi0dlPp5xyClOnTiUcDtO3b1/++te/Ul5eTnFxMc899xz33Xcf/nA5ubm5PP7449TV1VFUVMQjjzzCv/71L6p9Wwgp9Qdz+00cBhTv3pf6IBNtBpLFgmw3OSqHA6bt1DiYo7GdwZPlIqcgnbLi6ti2LGsBaXI2f/zjH2Pb5syZQ3FxMVarlVAo4vaePn06H3/8sa68yy+/nKFDhzJs2DCUoAWXnM0777zD448/jqI0f8Dfe++9TJ06lc8++4y3336bPXv2MGDAADZu3Mg999zDfffdxzvvvMO0adPYunUr48aN48cff+Suu+7i4Ycf5uWXXwZgxYoVnHbaacydO5cpU6aACi7ZwxtvvEFJSQnDhg1j3/rdDGIUAJvrV5Oens7NN9/MgAEDKCkpYeHChSxZsoRHHnmEHf519HeNAaAstItapZzHHnuM22+/nenTp+vakGntxj//9jgKYUJqPQ888AAzZsygsrISgFGjRiFhRUXls88+Y/v27Vx//fX4/X5OOOEEUCWQZN5//32qqqrIz8+nvroapy2v2f1q4tBj5NiBJhW9HeDCTmP4+sUPOK9gHBVrzexNJkyYaBjd+negcPkuFGHVP8fanS1+CzfffHNs25YtW3jiiSf485//HNv29NNPs2XLFl15999/P7t27eL888/HIWdilZy8+eabdOzYsdl1TEtL4ze/+Q2DBw9m9+7dfP/99yxbtox//vOfhEIh7rrrLiZNmsTatWv53//+R1FREQ888AAVFRXce++9XH/99SxYsIAPPviAPXv20K1bN3bu3Mno0aORibBYNXvluuuuozZciscaqW9ZYBPDhw/nqKOOomvXriiKQnV1Nb///e/5+OOP8Yb3khY9tiawHZvNwuOPP85xxx3HunXrYm2wSA5qyuH//vb/IqxRNcCHH37Iq6++CkBhYSHHH388VtlFSPGxbds2Hn/8cf71r39RVlbG2LFjsUgOFDXEzz//zMcff8x9991HIFSF1e7CRNvFqDGDWbva1MJt69Dsp4s6j6FuV6I8jAkTrQXTMdWCcERf+iIFXaQ4ahmp3HI8bMgWpXyKEXu6cJ0oO0rLcrxrTQm+ugD2aBa7sAIWyc6pWTczq/xxMnPSyczM5JprruHLL7+MOaUA8vLy6Nq1KxAJ5auqquLSSy/llVdeQQnKdLQPocS/CoC9exNTrUvIWFRrXLxN0v7oGVx2u53hw4fzww8/kGcfxP7AepYsiYS+bdy4kTFjxnDdddfRxT6c3YFVLFy4kNGjR/Pjjz8yZswY/u///o/u9mHsCqzl+++/Z/To0cydO5dj0i+gm7MfC6tmUZNWitvtZt++faTRGV+UaloeLGfQUYPYu3cvJSUlDHSPYsOWZQQCAXr37k3Jli3k2boAsNW/jNzcXEaPHo3X6+XNN9+ktLSUp556ipJd+xnkPhur5GR78Cd21X/Pddddxw033IDTmkeGoxeKGsZpzWFP7WK6du1KeXk5wWAQl60TdlsmdmsWlXVr6dSpgPr6empra3FIuVglhy6blxbCJ4bviWNAIxCLVGQdlTh6qEiXlQ1C28TMcYpq0Z0LegqulpVIFbLySFIqynTDmUyMMg2GxJDEFOdrIVVapj0AORqKJyVZNdDOEUMKxWyTipR4zc8/+QmbpDd+xcyHRtRw8X7aVVdCe/QhclpGo4azsOgyVEXD/iSDjJqRukTnAzEjovBby7qpy+YYDeELpcjqKI4R8R5qoWsBYb84hp1EWEwuNZ6BUqufTxHCMQXquTbPVQTEsRZvc104cn27bGOI5wT2vbef00+4nJqwQumOXbHjKgXtei2Uzy+EqgbEe2MwBsSw7FgWRmEsav2oY5GKz1I0FNSG44jLTGMKeJpoKUhYkIRgPKNMfBCXQRBD9TR7SpRBsIlh2lGjSrSt1ny9BYdkQZVVwtHyLVI+x3iu4buaF+jYsSNZWVlcc801zJ07V1fXTp064fdHnvfy8nK8Xi+XXHIJN954I2mWjjjkDMqDEcfVgSnYQUsVnnqcDxw4kPLycnbv3k2ufRDbtq2nvr6ePn36UF9fj8PhYO3atRHbqmw9RUVFDB06lNWrV9O3b18WLVpEB/tg9tWvY+XKlRx99NHs2llMb9dk0q2d2Vj7CV26dInZKzhlglIQBQWfUsWYMSeyePFiFEUhxz6A77//nnfffReAquB2kCRUVCoCWzjmuGMoKSlh3Lhx/PnPf2bjxo08+eSTBOpsdPEcjyRJ7POuwpZRwZlnnsltt91GhqMXTmseFsmOVXazq/obunbtGuuzTEd/7NYs7JYMSmoW0KVLl9g+SbI2S7qgKaFEzZmv23N4Xktj9szvmn2u1o+NDemD5mXqE3EwWfuSZerTxuiB+m3JyjmwHpr9bZTBWrTx/Er8/Ppw5PzqgJCxU5j8AkrEdtrnj9g2R3lOoOy9/Vx46W/Z+P1War2RaA/RdtLKqhdSYYvX1CQRxIyeRnIRqWD0/GrbmpJRs63DtJ0aBzOUr52hY69cBozvkbBdUUOECfKnP/2JTz/9lFtvvZVHH31Ud8wf//hHZs2axaxZs7j66qsB6NWrF9u3b8clZ1PsX84VV/2KJ554gieeeIIePRKv0xh06NCBcDhMTU0NTksOAJWVleTn5+NyufB4PFRUVOCSs5CQqaioID8/H4D8/HwqKipwyh7skjO2T0aml3Moy2q+YFdoE6+99hovvfQSO3bs0Ima+5S6WBkAWdYOuuvvDmzis4qX+aziZbb719C1a1ckSWLq1Km89NJL7N+/n0WLFuHyWCn2rwCg3F/IpEmTUFWVb775hgx7D5y2PJy2PPZ5l5OWbuHll1/m3nvvRVUg3dkLhzWHKu8mrPYQb7zxBn/5y1/wer2mAHo7wGXXndraVTDRBOxaup3i5SZjyoQJEw1jyDG9KOiVnbDdp0Q+yl588UU+/fRTxo0bF2P3aHjhhRdi9pOmjdStWzd27NiBLFkoDxZy7733xOwnu715mUFF+8VpidRVs4P0+/S2VX5+PtXV1YRCIVwH2l2WHDJsXdninYfNE+KVV16J2isymda4nRdU6nXXcFiyqKiowG63k5WVRZl/HVtr/se2mrn4wmV069aNPn36cOyxx/L888/TtWtX5syZgy9cRl2wGFVVqAkUcdVVV/Hll1+yZ88e0u098di7YLN4KKn9gT59e/LQQw/xhz/8AZvsIdPZD4clk9KaxXQsyOGJJ57g3nvvxSI5cVpzmtWnJg4P7HYbv7ryjNauhokmYMPMldSW1rR2NUyYiMFkTLUAFClEWJIJR1koSgp/n8iGsVu0Vbv4fpugIeWyRn6nRf/Wri+hXIFsR+RamifbIrspsPfknnvu4Z577mHEiBF899139OnTh/37I5o5d999d0IoX3l5OXl5eQSUOmRsbN68mUAgwFNPPcX777/P9u3bY8dKRFY0tVXNOHNEj6qqKiwWCw6HA58aCTlMS0ujqqqK+vp6AoEAaWlpeP21qCh4PB62bt0aOzctLY0qxUdQDeLxeKiqqsIqOfmhag5FwZW8+uqr1NfXc8899zDANYF0uRO1wXrChLDgiJUBUBeu1V3/iiuu4J577gHg2Wef5fPPP8dqtfL73/+eVatWMX/+fC655BJOOOEEFn22llC4mrrwHm644Qlee+01JNVCur07frWOfXXLsDkD/O9/85g+fTrTpk0j2z0Um+ymzLsKyVLHxx9/wqJFi/j3v/9NtmsQTjkrco9JZPBY1CQrPtEOFleTLToBfU0UXGAfGTCIxBUZTexbFqYASRDdjznhhaEsrlSKYuGJ14mXY7RiFE7B0NEzhQTjXtLOj19ba2cyEVSNKSUymnTMMoMVr5cenx0XMNdYWkKdA9RHqyOucMV/G624Kjr2VJRtY7DSoV+9S97HB0JbuQoKQt7iSkpAimSt80txjY5w9FjduEmx+qJjXEV/i+eI+7V77xBE/f2akL8oOC5c0hIVPRdZmGEl/rs2mMiCGHnBMLYsLqJ0Z1VsW01QEAUNa2NEEOg0YqjpxOgTduvGssbmEMsxYk9ZsB5xK1rmqp+JQwUjwXOIz4ui0LnGlHIK7y2nRRD7tWhzSRyrZkfCzTw2C4FoOJ8Uhg72rrjqMzjvvPMAuOyyy5g9ezZ9+/aNnXvuuecmhPJVV1eTm5vL9k0RXZ3Vq1dTWlrKtGnTuP/++2N6lBqM3g0qenqzaL8Eo5qYmh1UX1+fsE+zbaqqqnC7IwLHfkVv90jIFNbNBWc1c//3Wcxe6eY+Hkm24FcitphFsumvr9bh8XhQFIWamhoeeughzj33XABuv/12ysvLkWWZW2+9Fb/fz5IlS6iqqqJ79+5U792PQpiwGuD666/nz3/+M3ZLJg5rJiGlnuKa7+nSrQOfffYZt912Gz/++CMF6RMJq35Ka38kp4ObL774ggcffJDPP/+c/LSIBMPBsqNagxF1pLFmk8EfCPOfp9/WbUvFZDJCsv5uiEnVFEF0/Xmp7LDkSCWInuw62i+Lzm4U92tMpLg9FYy23Sp8J/hEVmlIjtYjjrCw3xtlpjsseuNm0m+PY+7TC2L/FtlRtdHMNHVC4piAAfM8lMTujIm4N8HGPJJh2k6Ng8mYamfw5KUx4VdH67ZVhcqYuf8ZvOFaOtv7YpMcrFy5krq6Orp166Y7NtvSlQmeazkm/QZskotPP/2U8847D79aTZgAixYtYvr06dTUJHrQ68L7KfTOo9A7j+2+HwgmEaKsra2lpKSEoUOHst+3GoAhQ4awadMmIKIvMHToUIr9yxL2bdq0iSFDhrArsJwwgdi+gOplW2A5L774Iunp6Vx55ZUxDay13gXMLH+cT8qfoMi/ms2bN9OjRw/cbjer674nOzubvLw8ioqK+Oijj5g8eTKTJ0/mnXfeoaSkhOrqanw+X8yJUV9fj81mQ0WlJLiG7OxszjvvPKZNm4bH3h0Jmf11y7E6fMyZM4dvvvmGhx9+GICw4qOsbhWKVMVHH33Eli1buOuuu6L7grqMdSbaJm65+/zWroKJJmD1Z+upFDT3TJgwYcIIvY/uwpDje+u27QsW8UXlf7BLLjpY+wDw5Zdf0rNnT2w2/eJAB9sgjvL8ioFpFwDE7Kd6JZLUZO7cuXzwwQeG164ObmdH3XfsqPuOUt8qFNXYWbFlyxa6du2Kx+Nhr38VWVlZ5Ofns23bNnbs2IHH46Fjx46U+ldit9vp06cPhYWF7Nu3j9raWgYOHEipfyWSJDF48GA2bdpEXbgU1VHFnDlz+Pbbb2P2SlCpY5d3IWur32Zd9bv4lIqYDQaw37eGIUOGsHXrVsLhMI8++mjMflq8eDEbN24kHA4TDAaRsRIMBgkGgxH7SVWp8Rcxbtw48vLymDNnDun2HoQVPyU1P9CpSw5ffPEF999/PzNmzECWbPhDFeytXUJWjoMvv/ySZ555htdeew2AgFKbkJHaRNtCRqaH62+a0trVMNEEfP/a4tauggkTOpiOqXaG2v11LPtkjW7bdt8GcIe44MqzcHZV6NGnGw8++CB+v18nSAlgkxxkWgtIt3Sgo20QL730En369OHZZ5/lqKOG0qFDB4499liys7N1RsCQIUOYcNwoBk/oyOAJHfG6trDHvzJpPV9++WUeeughunXrxm233UYgEGDhwoWxfffffz/du3fn6quvpmPHjnz22WexfX/4wx/o1asXF1xwAUcffTQfffQRAE8++SQnnHACzz//PBMnTuT4449nn2sja7zfcsppk/nHP/4BQElJCV999RV/+9vf6NKlCw8//DAzZ86ksrKSnvJwuvtH0N0/gj7SaEKhUKw+OR0yueCCC+jfvz8LFizAI+dREljDFVdcwYIFC9i5cyeZjl7UBffgD5fx6aefEg6H+eKLLzj++OM5/vjj8as78YX28d5775Gfn88HH3wQ2xe2llDt33bQY8DEocUbL3zW2lUw0QSM+9XI1q7CLwoqyiH534SJQ41tK4spXKoP+93h/5ke/bpw4tnjcXUOMmTIEJ544gm+/PLLiAaTAJvsxmPJJ93aiXRLZ/75z39y3XXX8ac//Yk+ffrQsWNHTj01MRR83LhxjD12GEdN6MJRE7pQFv6ZqmCRYR1LS0v54osvdPbLrFmzqKiooK6ujvfee49//OMfdOnShb/+9a/8+OOPbN++HUVRePXVV/n73/9O165d+f3vf8/u3btZtWoVkiQZ2isV6hrKAhu45ZZbuOmmmwD46quvcLvd3HTTTXTv3p2//vWvsWQ0zlBvZG9XJG8XXFIXNm/ezMKFC/njH/9Ibods7r33XrZt28a2bduwyA68oVJuuOEG3njjDUKhMB57V6r9RaRn2fn666/57rvvKC4u5vjjj2fCxLFU1K/H5gzx5ZdfsnbtWtatWxera2X9enwhM2NuW0ZtjZd335qT+kATbQZjTfvpsMG0nRoHM5SvBRAkgAIoUjSsLllIVhQ2Yb81GqZis8Z9hBn2+O+OUd3gPEd88PW/YiTLXo94uffUS6RZrYTqQ0ycOJHf/va3hMNhVq1axaRJk2Jind9++y3FxcXIkhxzOPVwTmB51TbGjRvHjTfeyPPPP4/b7WbLli3cdNNN/Pjjj7FzR4wYwYgRI2J1eOihh9i9wUtAqaUyWIQr3UU4HMbv9yNj4+GHH+a+++5j5syZbNiwgbPOOgub5CHL3punn34aq9XKjBkz2LZtG6eddhqEbXRyjuSNN97A4/Ewffp0SkpKOO2006irq4tdd9WqVdxyyy2xfz/yyCOUl5fHVu0APHIO119/PQ899BCffvop8+fP59Zbb6WrvT9j0k+Lnauo4Fe9/PnPf+a+++7jf//7Hzt27ODUU0+lYn8VXdw92RH4iQ4dOvDYY4/hknNwWzpQFd6CxWKhvDySyWLq1KmxMm+55Rb8fj/19fXs2LGD2267LbbvnnvuobLEj4xFFzakwSj8Lhn0wtuJIV/60LFQwn7tfJF+rLt+tHhRgFZR4+Vo5+vCm6JliWF+Yj2NRL9FaGFzNtVYBF6LeAhJDYeTiUgVNmiEC688gdf/OzdaF60j4m3Sggs18e/IdeJ9I4bLaRDptlpddYLqKcQyFU28XVgwFsPhglKAA1EveWO/tfBDo5BCEWI/Go0R8RxtPBgJwwP4pEg4ibj8YVUjrxwb8RBNcb60KJGDFSEUL6TE9xuF5yz5spByv0JIl8o8vl8U4zywbQA2NVFU3+h+ieGisW1JxPs1NnxYcho+f+0ZCmGkFg5NOZIETk00Hpo0gNHsLevecbLuL4Bdjvx2CbZTmvjbFpklxMgVe5abgSf0YdnHq/FGH1KbbCUQqOGSSy7hr3/9KzU1NSxcuJDbb789dt4nn3xCXV0dFnJj23q4jmfd2o8YO3YsN998M++++y6yLLN69WqOOeYYvF5v7NwpU/QskpUrVxII1OENl1EbKsHl6hGzc2Rs3HDDDTH7ZcGCBfzmN78h3doVWbJyxx138Ne//pVPP/2UpUuXcuWVV+K25OO0ZHH//ffzpz/9iU8++YTVq1fHrpvKXgmFQoTD4UiCG1ycfvrpPPzww9x88818+OGHPP744+Q4B5PjGgREP7BUlUC4mssvv5wHH3yQuXPnsmbNGs466ywseJAlK5IkYbPZeOmll0izd0aSLYTUevKzs1m1ahXZ2dmxfvZ6vfzwww94PB4KCwuxWq26ezB//nxCSr0QlN9yYXtmqF7LICc3k2OPH8nMj76KbUvVN00Ju2usOHpzw/ri5zc9vM8orE+0GYxsO6PwPvFaWoIaiEsNBESpDFFOIvotqYREOyh+rBbKJwqiS5LED58Vst8nhOeFBRmEqNB5QBA894t2p5ZURzK2gxp6Po9Eh0oqmLZT4yCpJje22aiuriYzM5OhmVdikewptYIc0VeqR8gQlmaJfKi5BYNK048CY8eUrXsHyrdGVo721Et4w3XM2fcx232Fuut1tQ9gVPqpLK2ZS3FgM1bsjEw7l+woXd1PiKBST5F/ESWBNSjCB6ZDzqKjcziVga1UhxKFhWWs9Ek7lSLvt8j2MDfddBM33XQTw4cPp5vnJLyhvZT51sbbae1MJ/dYnFIm+/w/U+pbIfRBAd3cx+GQMyn3r2eXb1Fs0vJYOtLbeSLbfd9TFd5tUA8Lnez92RMoJEyILvaBjE47mxV189gRWB07ro/zaEZ5TsVhife9okJYDbGi5hs2+hbFtmdYOjLAdRouOYvlte9Rq+xFQqaP+zSsjixCSj1FNZ8TUrwcCAlL0hexLEUy1TitOTjVtNj2WOa4JC/QIBGng+jwED+cD8YxJb4cAsTbo+nlhFRfvMxmOKbE7HZ2IvoXcpIXvNYPDjV+juiY0vqhXoo7KrU6i3UTodXP0gS9pv79erG1sFhXF0Vw2oVjOklxx5Q+e2Civ1+8X6HoeakcU1ZdhjsPAG7FI+yPX+dwOabE840cU2I/a/deqzsYO6bcqjv+W4psF3Vj3JaGHVOjzhrEsjnrkzqmfOFInevD8TFSR7y/NOPKJ/SXOMa0+yVqSMUdokme9Wg/uKRMwmqQrZUzqaqqIiMjw/D49gDtfTcg6xIsUvOEnZMhrAbYWPl+u+8jE42DNpaGZ16HRbLH5kfxHWgT9AUd2rtBmPNcUdspzRo/J5VjKqhAx755lG7eH3NM7aov5ceaTygPFevq2MU+nN6OiSyrex+vUoZdSmNQ2vm4LbkxTRVfuIrd/h8pD27WnZtmKaCDYyh7fD/hUyoT2m+T0uiWdhxba+fh8aTx//7f/8Pj8XD11VfTL/189vlWUxmM61ll2/vRyTUGkNhT/xPlgY2xfZm2XnR2jUOWbJT6lrPfH7e70q3dyHcOZ6f3OwJKojyDVXLhsuZRE4xkNM1zDiHT3psS7494Q/HMgrnOoeQ4B8XeT9p7Iqh42V//M7WBuI3osnakQ9oIVFWhuGY+YdWPLNkoSD8GuyUdX6icvbVLUdTEdxaAhBXVwGaxym46eMZikePjwnRMtS2401xkZ6eze1diVu9kaI7jqClZ+5pTvnE5jb+mkd6U3lZOtK10GrCxbwLBnorOh3Yhy7FDsBFd0WOdcnyOFO0ozXYSHVNWu4UhJ/Rh+efx+SSVY6pesPf8UTsqaLBYHNke2W/0PaJb5DRwZmn9oahBdlR+1q5tA9N2ahpMxlQ7wRf7FnHGLecz978zueqkG2KOKQC3JY2z864goPipCpUTViXSLVkElcgDcFLW5VQEvMhYsEhWXap2m+yin2sSnZ3j8SmVkY9Nix2bHPlYzLH3J6wGsKjipGlFxoqfGoKqlzdeeoOePXty4403YpPT8FgLSLd1IcvZn2C4FovswBUV/ZZUiXzncHIdgwmGa7BIDuxyZHUNoMAxnHz7EOqVCpy4ccqZSJLEKM9lhFR/LEV0pB4SFsmGw2IjrIZQCOOWIx/D49LPZySn4A1Xk27NxCnHHUEiLJKVYWmTGeQ6jlqlHHDhlDx4o1pQYzxXUUklMlZkyUINFVhlF10yJsU+zFXBKSLLNkDSbbvi2rP49KP5eGuDMR0rE20TsizTu3+XmGPKRNuGbJGpr/anPtBEi0GNJr5v6TJNmDhU+KlqIRf+9nzef3Ym1/W/gdLNcfsp09qBU7NvxK942R8owyLZkEmLLbCM8lxNGD8W7IQOYDU7LZn0TptMD/UE/OEqFFTscnrUDoBMW0/CqoEWp2ShNlQMqHz99deUlpby29/+Fo+1M05LFt3SjqOTMpqAUodd9mCV4x+jXdwT6Og8moBSi012x2w1gE6uMeQ7huFXarDJLmxRu6d/+hSdI0hj90dYTTKKGkRFjdlh3dMnEQjXoqgBbJZ0LJLNUGTXIjvomDaGXNdRhJV6rLI71naA7pmno6hBZMmKGr2m05pDt8xTohpb+jIlyYqqhlEF/a1f3zaFF5+dgSpJSJJBVgoTbQZpaS66dO3YJMeUidaDO8NJRYmpz3m4YNpOjYPpmGpBxJgUkvGHUmxAiuMo+v51CKtAQiQfmbbIwV+XLeI/v3mT3//ffVxXdQkdM62E6gPUhTTKqITT4iTD1hl/NNtMdUAVyhSYQtEK6EKB5BAW2YMFCEj1MYYFEKEnqHqDIEwIi+rGIWdx9dVXR6+RTkHaBEJSCAiBJGGzpgMGYVwSSLILBfAJTB1b1HEjWVwEVYkgkUnTgRMk8AirqDIWQoCkKETiheSYhx/AIrlwyy5kVY6tAtiF5VNtW+QcKy45n4ASJqgq8fAfCdwC4yPGipOsWKJGnBGFV5LihuQn0xcSCkrIkjV2rMh+ssVChYQMeTqWikEGMYOMRbrwQOF2aSsURuF/Yt11rCKJhHPEUD9thVAUc9e2qcI5IpMpFH0uUq08hYVpSabpqws6JpAW/iewm4yur903u8VKRUVlrAwthC5VxjYdkyj6O1mWFsWw7xLnBnGFzehl5hfmGV+U4RMS2h4ikeEjwiiToXhNG5ExrA/H9Cf81oWw6Sj0idTzcPSZ0Yckxu+xN7o9GI6fE1Di48Ee1rKYRm6CrKjs31+LN6RviyKUr7HuLELbZLXhDxyjTIP6kMVw9DpChsckGSgVg743YcJEIsTQcX2GvsRn2Bb97RTe6Rn2+O/s6LTitKis2LWQ6VPf4M+P3IfdfxW5DtBecv7ohG6X05CibIS6sMAClSLhbWCcSVVBRZKsOK25sXd1bE6UQEqSwdZlyUPGytixY6P/7kA3zwkxdq5sceCMMrwPtAFkix2nJcdwn2Sx6fapKNGmxudUrRcj76JwdL8UezcpKFgtbtToO+BA1rUSe9dHrm2R7TEmky60RAJJsiR+kEkgSxbUhHlYjTiwhPv85rS5IMtEetr4IywVY6m1GVHJsga3ZxiFpsmyRHV1ncHRyWHUt6lYTqneuwdbvnE5jQ/vM7IBdWNA0o6LQyxJu5b4LIUkzY5PtG/Fc8KKEAUhhPJZo7aTLDh3Q3V+ghUWKgMi40lgnkcdxEbhexAPNRRto5AQfijOJwduEyH2bSpZCxNHPkzHVDtEoMbXJrKTSJLEoPQLqQ3tQZUlHJaspE65XzJOP2c8P3z3M2X7qlIfbKJVoapQW2OcbdJE20Nu5wwyco3ZkCYODRRJQWqCHl6jyvwF6k2YaB3UV7WN+d0qOxmQcRFeZR82OR27nG4yggxw5bVn8dJzM1q7GiYagWAgRL3Xl/pAE20CXQd0oL7G/GY7XDBtp8bBdEy1ACzYsGCLsWCMdFoAQjHvc3wisEZXCH3h+K0Qvdze6GqexgBQVAg4nUgdc6jevC+mpSJoBeOPOqRDAm0gbODIEkWBdR5vgxV+UbBax8CRwGHPJRhRrEopNm2ktSNe309tbJuoVRSOspbEFdW06CpmWFyJEJppifa9GHMdFs73R9lVPoHVo60MGK0KRIrXxz+DfqXDSMvox4Vr8HrrUVFiOjVBgZEWiLJI7JI74VzxmiL0KzWaAKHh6cIKReJKhRHzSmyHeA90qzfRdhhNiiITSNyv3WOxj8RVkThLSVhdEe6ttt1IbFsfoy7qIBmwzXQ6Tk7dPneaky7d81i7eou+/BTfC0b3KJzkhWGkh2Wk+aVnm0XaHJB8wjZxFStRt0rURDpwhVu8pggLifcjlT5XstXoOINU0CkzGFdBQe9JKysssqyE8sPRedIavYclxZXUVvoIKiriN5043WnznJEI+sEimdC/tl1CbpI2hYnGoaamhr///e+sXLmSFStWsH//fv7617/y4IMPJhy7fPly7r33XhYvXozVamXSpEk89thj9O7dO+HYZ555hv/85z9s27aNzp07c+211/KnP/0Jm63xGnUmDh3EaViO/kPUTHEKRIgse+R5z7SGY8dKqHTunkG4uIy6Un/0fKF87TjdZNL4+qkGDAERygEfJbLFTpqlU+zs5oRlNFb8NtUHjNE7zEj7JdW1k4WqGLGGGnP+F/MWgaTG7kNLsqNaShvqSGREpYJRmzvkZ+F2uyjatsvwnMayYJLdFyOmUyobrynlN3Qd43KM73tMH8kgmgKEvhOmGSPx8ySFN1iXkBAGaxNsN+1bU2SLr12zE1VR8AphviGdzR6ObovbmmHdt2DExgsZfCNF2qQkbIvva/geqA2ca+Lg0NbtJ9NibocoL9xL9a6K1q6GiUaiS7d80jyu1AeaaHXU1daz7McNrV0NE43EkAk96dI/r7Wr8YuCQviQ/N8UlJWV8eKLL+L3+zn//POTHrdhwwZOPPFEAoEA77//Pq+++iqbNm3iuOOOY9++fbpj/+///o877riDKVOmMG/ePG699Vb+8Y9/8Nvf/rY53WSijWLXj0UE6kyWQHvBwEG9kGWTSdYesGPHHgoLt7d2NUw0EidNGY4rzdS9PVxoC7YTtH37yWRMtVEsr17IippFWKPv46pQJKNKZaiGP/38L2SbhZAviKJKjMuawOC0ia1YWxMNoaqyxjSs2gkKOuUybsIIPvngu9auiolGYNV3W3DILZN1x0T7QY8ePaioqECSJPbv38/LL79seNwDDzyAw+Fg9uzZsYw1o0aNol+/fjz22GP861//AiKG2sMPP8xNN93EP/7xDwBOPPFEgsEg999/P3feeSeDBw8+PI0zcVBYXLmQHysXYYmKbUsSVAQj9lNVqIY//fwIqqISCCiMyZxAT/v41qyuiRTYt68Cm81KOGycxc9E28GIowcSCoVZsvjn1q6KiUbgf28sae0qmGgFtHX7yXRMtQBkLWAjSpUUw36sgqC1lgpZTPOuhZeEdanOVS767Xl8dPsbuuvk5+dTWlrKgXj36Y9Y/nJ8e31UCFgUAvcq8RAfXzR0RhRPFsPVNOgpmQi/jcKWomFYSairRmLbycKOjK4fjIbGiKFMWn/LurC6eOdbotdXhJBGq07IOdpPQiiR1idieJGW8jSyXRN8bljMT0RdfR3+oI+Q6idEpP468cZoncTQRouBYKoYUiX+1sIOk1FeG6LL68TNmyJQaETNjYbwKapxOGdYitwPLfMPHBDWF71fosh6WEosSxcCqia2XU/DNgqDFFL0RinfWj327Kpi9gcLY//W+kEMcTOiJzeU7jbZsfr+NBpDNmF/ND23MBaNBNdT06MTQx4lXdic0N8GvlSjMMpUMBKBDwr3UHx+HdGkAaLYvBiCF6OZRzeddtVoVnxZSPmeGp2op+5a0WctIIRGhsV5KDr3KboxlBjWii5UMEVYTHR/SPJz5ImfK4eAXt+08hqjxRMKhZg9ezZXX321Lo1yjx49OOmkk/j4449jhtVnn32Gz+fjuuuu05Vx3XXX8ec//5mZM2eajqnDAHHuN4pqEzcpauK2oALn33o+b9+mt53A2H56/5kZLHt5T7x8rUzBHhPnn9jcL4abpxi7ipTivdlCoXjJ0NCzmuzaBxO2l2xubGzojn5bGK/Xi6KGDBNOpEJbES1vz+FITQlFX/j9igb3p+rPVKF+RjaLEZoT3md0nVRIVg8jG9Do28hIEB2Mk9UkqUD8HFVLDCNKoMRtHsnge+m6e07jtcfm6YrUyW9IiaHJYt20uU0c36GUUhsNzxlGNveRg9a3naDt20+mY6qN4v1nZ/LnR+6LOVpqwtWUlpbSsWNHPJYMHGl2/HUBVFSGeybQ1zmhlWtsIhkyMtykp7vZv6+ytatiIgX6DuhKv/49+fzTH1u7KiYagfkf/0ywLtGpbuLQIZLmvWWNRiWqi1FdrU9d7XA4cDiaF2qwZcsW6uvrGTZsWMK+YcOG8cUXX+Dz+XA6naxZswaAo446Sndcp06dyMvLi+030fbx0X9m8od/3BdnTBFhmmv2U5YjC4tNxl8fYnTGBHo6TMZUW0ZBp1z2lOzH769s7aqYSIGTT5nA3r1lrF61qbWrYqIRmP7fb1u7Cr8otBfbCVrXfjIdUy0ABRUJNeaJtqiC4JzgUXeoyQeJuCpXF1Tp64w4m9zRWL43Sx4HIE1O54K8O3Gm2fG5ArE06VWB+MeZT9EEvMU07qJHOnItHbtIYHYpMS95wzBe4TJmWfnxNliWkfhzKsRYXkLdRXaG1k59qlMpcb/AHPNHGU1idkFx1cEwdbzO26+xL+J9v237TlQ1mjpe1VYYBMaGJlYoOrFFEXcD9pTRikqyVQlDYe3o32RTZEx40GAl48D6x66jrUgJdQ8LLBUpVqbA9JHE/dF6yg2vrhi1XS9GbxF3JMCIeab93V64l12F5ViiU6MSW/GJj4dUq0BG6W6NVgr1YyAqNC7ca5FZ1hwBbfH62uqTWI+Q6ouWHd9mNNaMRNQPrH+8zsYC4LH90XsjrtqJjAJNuDOZVOKBgvKnXDWamc//oFVIqKfAQI3WMyjOAzoWZGKIiFWogVZXhfj8bcTkE8dAQI3Od2rYUOzehDG6deum+3cyQc7GoKysDICcnJyEfTk5OaiqSkVFBZ06daKsrAyHw0FaWmKGx5ycnFhZJloWCgoSijCXJL6/xd9iIgSNCekTsn7UBmUGuycw2D2BDHtku12GJ7ZF7CePJYObO/8Oe5qdfRWRea06kFimkQCwVt8D66Ya7U/CkjJiDTWWCdXclfaGmErNYVnrtjVS0Lwx1zR6nyiqwvJl66mprjNkwTSW2XIoxMnbMwuqKWhKO7/9ZjHhsIKK2iybxeg+GbGoDO3PZrCoRDSFUdVQPcS6JH++otc0EkSPFACkZk6Jc4dVsiVsE5M9GbXvwquO5Z3/fpW0HY2dz8RrpooOMNpmBK0/fomJBZqDlrSdoHXtJ9Mx1U5xwuUjmffS4tauholGoFfvruTmZfLNl0tbuyomUmDAkB7k5WWz8JvVrV0VE43Asm8KW7sKvzioh4COrpW3c+dOHW38YFb8NDREWxf3NfY4E+0bslVm5JRhzHvFfB+3B4yfOJyN67exuXBHa1fFRApMPnUihZu2s2Wzea/aOiwWmR++NJnAhxPtzXaC1rGfTMdUO8Wa+VtauwomGomfV5q05vaC3Tv2UbrTzHjZXtCtXwd2btjb2tUw0ULIyMjQGVcHg9zcXADD1bry8nIkSSIrKyt2rM/nw+v14na7E44dNWpUi9TJROtDCSlsXWxmDmsvmDPLTETSXrBi+XqqKmtauxomGgGb3UqXHnls35yoW2yi/aElbSdoXfvJdEy1ADQ6eiwsSG2YUipSXDUxbkUQ2/SHRSpmxNPYzzWeN5/6iH6u8ZT7g/TplE7Vuj3UhiJ09GTUcyNoouAW1WVYp5gYt4EgeqR8Teg8DtWAcqrq6hQNVdKJXRuFX8X7Ti+SbY2ek9i3YliQkeB0QAy7kxK91SGRii9pVH1jsT8trEkvAt1wf/fp142Bg3oxZ9Z8w/1SLLxJCAGV4t5uS9LAJqLnJfZJY33yyQS6Y/sF+q+sC5VKvN/WqHC1PjzPIBRPDG0Sflui91sRQmHFkKl4SKJwv6I0XzEETbyiEZ3ciBqu3c8OnTOQJIl9lfv15zSDlm4k6C9CvN9G4RzifZVTXF82oI6LYW+qQQhpfJtxKJ+RsHyq8D2dsDya2GZ8my0aDmdT7Q22Rwy1MxJBlpGw2S2UV9XoQnVjdRfqqT3/mpBnZL/wTEfHqyi4Lt5vWzRUWAzvteJOOE4UdI+FQ6shmiNO2ZahEkZtYZ2EgxUpNkKfPn1wuVysXp3Ifly9ejV9+/bF6YzMWZo2wurVqxk3blzsuD179rB//36GDh3a4vUzkQh9ogPh3aDZLGK4rBL57Q0Zr8YGFE0MGIamjefdpz9isHs8+30K3bpkU70iInruDQtzhaKF/YrheULYnoF9oPttIAasT1KRfC5ItZLelLTgB1vWoQzbSxo2lCRk56STx1JeVsXKleuSX+cgw30OdVieKF/Q1iBJLZfVtv+AnmxYtwWfz9/oPk1lWx1MeF+k/Ma1rymi+qnC/lKFGsblIIQyjcL6DATRjWQ6xO267yrJ6BsrguzsNIr3lBKQ6htsS6SexnNYqiQJRrIXqcqPl3nkZVtuL7YTtK79dCTK3h+RGOiewE8v7WGgOyJyXlFaS3q2O8VZJtoCthTu5LM537d2NUw0An5fgKrK2tauholGQFWhqsy8VyaMYbVaOeecc5gxYwY1NfFV/B07dvDNN98wZcqU2LbTTz8dp9PJtGnTdGVMmzYNSZI4//zzD1OtTRwKDE+fyIZpeznKE7GfAr6QGZ7ZTvDt10tZ/bMZst0eUFNTR11dakeHidaH3xekrtaX+kATv0i0pv1kMqbaKWor6wn6TVHd9oBOnfOYeNzRfDT9i9auiokUUFV9qnATbRcF3bLJyEkUWzRxaBFZMW1ZhkFjBaBFzJ07l7q6upjRtG7dOj788EMAzjzzTNxuNw899BBjxozh7LPP5g9/+AM+n48HHniAvLw87r777lhZOTk53H///fzlL38hJyeHU089laVLl/Lggw9y4403NinVsYm2j6q9NUiyhBo25/q2jtFjhyDLEosXrWztqphIAUU5stjBRzL6D+7KvtLK1q7GLwptxXaCtm0/Sar5FdZsVFdXk5mZyeDMy7FI9li4jVv1xI4RB40tGrojZsPTQvlsAm3RKQshbNFVPZFOXh3203NQRzyZLn5cvAEQMtQBUjQkxYqYrU7IwBcLHTNeMdSyV4nZ6vRZrvwJ19S2BYl74HUhQgdkP4uUaRxao8GGM/bbTiTs0CZkNtQyHkpi5gmBBKjVzy/UKZwkPFFDyCDrXkgI0YmF8qnG2TKMaJU2q538jjkU794Xr6cBFdgmxRlwViEDmBwLY4jfTzFToFHWPbH+2m+R4mt0P4zOSbY/oEaYKiEl3jcavTpZFjLt+orQd7qsfdHzbXI8xNQwI6EqhvdF+kYMfTQObQwb7teuqVGnR48fTEnxXnbuKNUdK4aVatuSZeXT6mcU7hg535bQtmA0i5vYNnE8OKTInCLej1QZC3W/o+WK4YVhg1BDse+1eiYL5TOivott0u63XWiHi0gMvEs1Zntq84wu24xwv7SwWysWbHYrdoeVULWWFl4Mq4u3PSglPtP6rHwNh1xaDNZvtHlIvB8iJV7LQqqioKhBiirnUFVV1aIaAIcb2vuua9ZkZIPn8mCgqEF2VX7ZpD7q2bMn27cbawVt27aNnj17ArBs2TLuu+8+Fi1ahNVqZdKkSTz22GP06dMn4bynn36a//znPxQVFVFQUMB1113Hn//8Z2y2lm3vLx3aWBqaeSUWyR4Lp7UKGXZtxMN9tazBDmGbZjM5hLnZLotZQSP2jWjnaPPL8JP6smPzPkq3V8TC9yCewdefZK7Q5h9xLjHKWNWU0Jf4cc3LZncoyjqUYXupQqYOPCfN48Jht1NeXpW0bk2pU3PQlkPxWgtGIYBnn3cSX85biM/X8Ds1ZdlNCOYxCutLXf6hDRNLFepndH2jNhvZqkkzUBuU09D+NI+TUCiM35c8819jQ4Kbk90zecZvfUiiooYorvq6XdtPbc12grZtP5mMqXaKkqJyTCZ6+4DdYWfYiAE6x5SJtomthbvw+kwqenvAuJMGsnd3JdtXm8/V4YSKeggyyzR9fayoqKhRx40aNYovv/yyUcfefvvt3H777U2ui4n2hcKfdlLrDaQ+0ESro0OHHHJyM2OOKRNtFyuWrSMQSO7oMNF2cP6vTmDW+wsadEyZaFm0FdsJ2rb9ZDqmWgBy9D8NRiwpiLOjRGgreKLYpjhu7XLE4y2u6tUTwOa0MnnKSN5+NTE8zBYTHRZSOTZDTkxkIilS4uSlEwiOMnz0jI2mP4BGLCnQCxPH6hTtO1lYsfQbMEZE0WKRHWHE0jLy5hvBSEQ6GXz1fsr2V+rrbnBOMMqyOLBuGgvFohtLInPMFj3feJWqoXuvpljNFdliYTWRgSOyn7T50SILwu2iKHm0zboVLuGSGnsqLLCwjMTqRVhkjYWYuLIkQk4ydx/IfJt4wjBWLtvIjro9Sa+p9actBdtMvMeqwQq6YsBoEseSOB60eyMyw5ryTGv3QbymYvRMCdeXpEQxTRFGCQ+MImPEe6OxikQ2p5G4v9hfXoGJpK2s2VQHX837CQBHVHRfnK8MkxwYMDxBTOZgzKqLXZOGExIYrVQ2Zw5s61DVMGoStu3BlGnil4eQFEKVZIFpFH9exKQk2nALijZJ9IUjkv6DYfEZjJwkaklpx3bqkU+XPDdLv9yos700trgRSwqEucKAJRWpUzihHcmE0A/E4RQ/T2WzNMR0SH7Ng2dHJexXFSorqrDbrYZ1bs5H3qGea5obWtPSSJUw5WBh1I8XXDiZZ596M6kcQmOF1pPdVyNbpLHi6Prymz4GmsKyMhr3IotKu76RIHpke5QtJNokamxnDGGDc0jC5D/wuDdenp2iFXE0d25qKIlCsoiDeN8ceRLYpu3UOBx5d/4XguoKLzNeMQW12wNUVUWWTXpbe8DsmQtiYXwm2jYuvXES6ZlmAggTJkw0DYUrd7P0y42tXQ0TjYQZHdA+8Nwzb5sane0Et959YWtXwYQJQ5iOqXaMa+85tbWrYKIRUFWVzl3yW7saJhqBS644lQ752a1dDRONwOzpC6mp8qY+0ESLQjlE/5kwcbjgyXJx7o0TWrsaJhqJTp1N+6k94I67rmntKphoJN548X+tXYVfHEzbqXEwQ/laAHbViUUQ5XToficKkItC4kahHuJ+LYSvjji1vD4a2vLmS5/HwtRE0VA5GnKSjAoZjgl4GkOjrqtSIr0S4jR2kX4ZSiL0HDvHgJ4pnm8k0qffn3yo6oTZpcQQHVEoXCeArNZHrxNvmxFdVwzb0X7rxE9JFPsW6ZWKGmTJkmWEFG+Mymx0bxRhoUmSxPKj1xdEpJP1o9F+i4E4uvY7mOS+GYUi6cPAQtFtBpRlkcYsrHTGw/qE8D4hvEpVI2M8pMbHuiyUr52vFyI32mZAuU6y4qqNS+2cGW/NRyEcC5nT7rdRGJcYXiqK6odSiGlr4Y+qES1dvEeq+Hz5os2InyOKihtRqY3GiDi+NRFGXViq7nei2KYYSqghVSKAgBp3HsUo9sL90PWtmvic+w1CGhVJ4ZLLT+DNFz+LjUExPFDXzkauv+jCQQ3C8mSDMlMJp5swYSI5VJRIggBt3pF0OxMhhthF59+wLiw4ce6X1UTx87rKALM/+BEvft07TJvHjcL3IG776N//DYfDJwtZaeg4IzQlbK2xAuFNCcHR72+ZsL3UkgkKtXV1rFu3ucE6tWQ4y5HyoXew7WhOKOATj77a4P5U9ylVqF8qWzd+nYbb3hzB9KaE/xl9RxiH9zX++rGzhT7U2boGZTUU6nfBZacx7cXGh/M1hGTPZkNJFJIl1TmwzJbWZDLR9mEyptoxzr50fGtXwUQjcc55J7d2FUw0AlffdCbp6WZ4WHvA4gVrWrsKv0iohA/J/yZMHE6cfuno1q6CiUbAZrdxxlnHtXY1TDQCd/3++taugolGwO6w8c0Xy1q7Gr84mLZT42A6ptoxfvhyDU6XPfWBJlodLzz3bmtXwUQjMG/2Ymprzax87QHdexW0dhVMmDDRTrHihy2tXQUTjUBdrZc3p33S2tUw0Qi8+3bLMHBMHFo4HHY6dclr7WqYMGEIM5SvBZBJGlYcMZq4TRJDPsTMeNFtgpJjOCoU6FcTw8EA6qOUcZ+QmUrLbJVZ4GRPpUKw3n9ApoZIWVbVODRFo6kHpWR09EQPrJjRqqEQOZHirhqEdBllwoM4JTVZ+KEUCy2Lnx+I0e4TM6KJEEPxFKGfQ6ovoZ4axVek4oqZ5VJBoyqHheuoKNxxx9U8/ujLscxhFiH0TMtiJ9ZDrGesLsI9FumtGl1XbKcYHhUrUxd66U+4jg6S9qfxvmsj6rcs1Ek2uIcitL7T1UkoUrsPVsmZsE2kNIvZHBUDOrA++1oEWjsnHDuMuTN+JByOHO9QI2Xpw80i1xJDXeuFcDMtrFC8H7psdZLW3sRxl5TqLiVO1U0J/Qip/mg9jLJriplhxBDUyPki3VzMBqm1wyYJ/S3cOzGE78B6iGM5GA1TjFwrkQIfO0eAO8PO/vL9BPDG2hkW+simiuM/MfRSpPJr9ynVWBfnGa9UDSQPl2hKBq32BlVVWj7lcSNDj0wcWVBQkAjrbIkYDML6dGH30blCHIvi7CYZZB0V5+y8HumsW+c3tH1Ee6c5WfeSPR8Hk5Wvuc9Ic66ZahXeKCypMRn2GtyfpC6SJHHbnVfy7xRhYkY4FGF5bXmuak6IWjI0p+9OOGkM77z9KdC8UEAj+6elwvv012l625rSt0bPQqrwPqOsfamga4Wql6UwqEAMGVlu9u4tO+j3+KHI7nmg3XkkMYJM26lxMBlT7Rjl+6vJzs1o7WqYaAQef/Tl1q6CiUZgR9GemFPKRNtFKBSmrKyqtathwoSJdoqq8jozq2c7gKqqPPnY661dDRONwKbCotaugolGwFfvp86MDDDRRmEyploAmRYHNtkRYz+FhXSpIZ1HPOICtgiMKbscFdENxb3CfmH1MBj9HRTEz7WV+6qaGkJqkDBB3eqEX2MgCB5ycfVQY0qJQuGpVh1k3fmJAqAxRobImBJXN9VEL77RqkZYEtc8PbFffsmbUL4GkaVh5KEXVxBEFkdYibKGRJH1aDvFVRqfwDKJM1uSre5FV3EFAW9FCXLPvTfz2P97wXDVResbsT/0wtXRVVyBOWJUjpFIu9imsAHrTYSiY8ukWH3RyhbHSEycvGGGmU5gW01cAUdkm4n7o9cS26ZtS7VCZkk61en7Ps2dhktNi+11q5ExaDM4PyzUTRTLdUqRc0T2T0BgVGn3UbfSnoy5FoU23sQVfx2rzmA86MTTDdiB8fsVP1dJkenZr9bGfmtsNRtxBltYx8JMzh4QmVtGIphSEiFy7dhuvTvgdjsJqf5Yn4jjQie6r0a2K1KSZzZavm4sC9fX2iGyOgJRxmGycRcTaSd8xLGnIvNlyzpvjxTBYRNNQ+SZklI/I9HnWdHZJIl2iI6lkUJYeO++MupDXkM7SPcuNGBHpRINb46oeFNWvpsypzR4zWYwo1Kdl6wdqRlhycu86/fXx4S1mzNXtAaroCWZEY1lrh9qJlAqpLkT2eqpkIpZ1RzB9Kb0/aHoW0N7LAWLylgcPfE7QM9wNxIXTwLBph8yrDeFG3cc9HPR2HnIqJ5G7Hz99iOPN2PaTo2D6Zhqx5AkiZFjBvD57B9buyomUuDtNz9u7SqYaAQys9JSH2Si1bFt8y5ky5FnuLQHqGoYNdVXfzPKNGHicCI9001mdhqrlm9u7aqYSIF33vq0tatgohHIzEpv7SqYaAR++nEtAX/DmdRNtDxM26lxMC37dozy/dX88O2q1q6GiUZg0uSJrV0FE43AxrU7WrsKJhqByaePp6CTKd5pwoSJ5mHLht1sXGPO9+0Bk042M1C3B6xbYzp52wOuuO4s1BTseBMmWgsmY6oFkOOUscsWvKGokLmgUeM3YNmJgugBRaN+x2cJ/W9F9xcEofFQkOtvvoBnH39fV75GTfcTjyG2CuFVRgKeIp1WFxKjnSMlXl8MLQtFwwdDSqJQsYhUtOGgMFn6iYcNNVZMMDVd1ljwXUNMtDxFaFVT6M+SJLN2zWZsNjtKWAvnjD96jRVqDAki0WI7YwLjYuimLsQu8tsoJEGSZCRJQpYlFElFVVVsdht+XwB3mpPaGi/pGW5qqr1kZKTh9fpwOO0Eot1os9vx1fvJyPBQVe4jr0MWlfvr6ZCfRWVFLWkeJz6fH1mWkSQI+IOkuTxUV9fhSXdTVlFLmseNt64eh91KMBhCkq2oqoqiKFgsNhQlOVVVC7kSqcIBEmPnpSRhWtp2Tdx80qlj+KBwQWy/FsJnSxHS6BDEtrVnySGIsNcI90aJPj9GYXMiLV18lrRxKbbTIgmC7NExIIbIiWNde1aNQi9FiEL/2hgLGoiYR9qROO5EcXRrtH5iyKE2dyiI9TS6vw2HkHz88WexbaFoKKxYdzGkUAthFcM5jQWLxfA9I4p848Xm9SHNRxbVWkVteQFPTCv5lwiVMApy7HlJLhoeFcQV5q/oq1Q3nzdl7Tgrx8WEE4Yy8935CddJlizDOHSm8QK/RqEzBxMO07jzkpffnFA9aDisKXnbGyvonHj++g2bDbcfbChSS8xjsiyjqip2u41AIEhamovaWi/p6WnU1nrxeNz4fH7sdhuKErFrHA47Xq+PjEwP5WWV5OZlU7a/gry8bKqra3GnuQgFo+8tq4V6rw9PehoV5VVkZqVTWVFNRoaH2lovTqedQCCEphASDivIskwoFEKWZRRFadDGbKkwR0mSOPmUCRQWbjtge8P2bVNCkYzC/poT6qc7/yDGQNJQ/sb2aQryjJGNKB8k4SaMwnNP67OEp/wGOViRdIP5xDh8L953sW/fI0jc27SdGgeTMdXOcaBTykTbgdVqRZIksrIzSEtz0aNHZ2RZpv+AXmRkeujdtzvduneiS9eOjBg5kKzsdE49/RgkSeL8C08G4NLLz6RDfg5nnH08I44eyPiJwzn73BPp3acrv771IpwuB7fffRkAt919Cbl5mVx2zWkMGd6L4yeP4OQzRtF/cDcuv+EUMjLT+M3dFwDw27svwpPu5tpfn0Of/l056ZTRjBk/lAGDenLamRPIzsngkstOBeCiS0/Bbrdx9vkn0rFTHhOOGc7AQb3pN6AnE44ZQW5eFqedeSyyLHPamRFm2MmnjyMzy8PRYwbSs3dn+g3ozqixg+lYkMvpZx+Lw2Hjoksj5V9x1TlkZ2dwwZTTGDSoD8efMJbJk49l0OC+XHPtFLKyM7j79zcC8Lt7rsGT7uLaX59LvwHdOPXs8Rw3aQTDRvbj4itPpkPHbH5790WxNtrtVm6aej7de3bk7CnHMnr8II4e25/Tzh1HQZdcLr56ErIscc4lkXqX7asiPdPNUWN60bFrNp175tKldx6eTBfd+nVAtsh06pEDQE5+OrIs4UqzI0kSktSyFF0TyXHr1Muw2xufLdOECRMmRJQWl+ucUibaFmy2yEJCVnYGmZnpdO6cT3p6Gl26dqRzl47k5+cy9Kj+pKencdKkCKPqjLNOwGKxcN75kykoyGPSyRMYcfQgRo4awtnnTqJb907cdvtV2GxW7v79DQDc/fsbKSjowJVXn8/IUUM5adIEzjn3ZAYM6M3Nv7kcj8cdsz/u/v2NZOdkcsONlzB0aH9OP+N4Jp08gSFD+jHlotPJys7giqvOB+CyK87F6XRw3gWn0KVrAROPGcWw4QPp178Xx584lpycTM47bzIA55wzCVmWOf3ME8jJyWLs2OH06t2NPn17MGbMMDp0yOHMs07EYrFw0UVnAHDpZWeTm5vFGWeeyOAhfRk3fgQnT55In77duebaKXg8bu6867povW8gMyudG266hMFD+nH6mccz+dRjGDZ8INdcdyG5eVlCf9yA2+3k1tuuoG+/Hpx3/mSOP2EsY8YO4+JLz6RTpw7ccuvlAFx7/YXIssxFl5xBbm4WG9Zvjda7O4OH9CMrO4PhIwYiyzIDB/UBoEfPLlitFrJzMrHbbTgcdmTZ/BQ9nLj97stbuwomTCSFpKomoa+5qK6uJjMzk7/0+SNOi5OKqN51dSDepbVBkT0VZb4IbvBg1BtcK7CPgoLIbij62yfFWQvV0r7Y71vvupCnH3/HsH46AWyDdPPiSqN4rFNN1NkRBUI1RorImNJExcPCNiNh62SeeW1VJSywRFKtpGirJ7KO5WEkIJicGChJEhkZaVRX19G9Rye2bdvBUcP7s3FjIUOG9mfPnn1k53hwOh3s21fO6DFH8dn/vuXGm37FY4++yD333syL/32PK646n2+/XszAgX2prfNSVVlNv/49+frLRZxz3sls2byDnr268O6bczn5lAksW7KWrt0LqKyoBtWCy+VgV/FuunYtYOOGbfTs1YmtW3bSuUs+e0vLcLmd+OojfRMKhZEE9ofWfrvkFtplLKQe69soiyWZWL1swJrTMUKibBxRnNEWvX4yYWutHuK4EcdLUImMK3HciPfWbomMS4cU1zGwSa6E64iIC1tHxp8sS1iwYrNbCQXD5GXkUlleS5duHdmzs5y7/3Exrzz8GR06ZVHv9eOxOfFkuqgsrqX/0V1Z8e1mjj1vKN9+uIpTrx7N97PXMPrkAWzbWEJ2h3TsDis7ivYy4pg+zP5gERffeAKvPj6XK+85ibdenMdp541jwQ9L6dQ5j7LqUqqqaunYMZdVP69myNB+LFr0E4OH9GPD+i3kd8xm794yLBYZvz8yuVjlOAsrleC5CO25kmWhP+VIf9rk+LixCiysWEID1XiMaAwlcaxYDFhYYQPmlgg51Yqq0CaNBZaWbqemui6yzYBNIa6SaswysW5GDDqxP40E9o0SBogwGoMOPITVIFsqZ1BVVUVGRvvNoqq977I9R+uE/VsCihqmonZFu+8jE42DNpa6Z52OLNniDN4UzFajZByNFS+GxGf0N3dP4T+Pf9DgcYeaEdXYFfSmpE1vLMsgWZmpGB8qCpIkoaoq2dkZVFRU071HR/aWltG1Wydqa72kpblIz0hjb2kZo8ccxeefL+CKq87lxf9O5657rueVlz/g4kvO4Ifvl9GzZ1eCoRD79pYxfMQg5nz6NZddeS7PPPk61994MVWV1YTDCosXraBrt05UVlbj9wfIzPJQtG0X/fr3YvmyNQwZ0o+1awvp1bsbxbtL8aSn4a2L2BWKohAMhlDVCDNc394jQ6clFTvoYGG1WgmHw7jdTrx1fnLzsigvq6Jzl474fD5u+vWveO2VD5EkyM7OpLhkL8OHD+L7BT9xxlknMOfTb7jokjP45utFjBs/gh3bi8nI8JCdk0nhpiImnTyBt96YyS23XsHjj77C3b+/gdde+ZDzLpjM4kUr6dgxD78/wN69ZfTs1ZUfF61k7PjhfP3lIsaOG87yZWvo3bsbxbv24nA68NbVEw6HCYUO/v62ZN+mmrMaYpkZRYokQzLbKj0jLWY/HUo0NA8ZsaQi26P2XPS7TVFD7Kte3K5tA9N2ahpMx9RBoC04ptIybNTUeA3DnY5Ux5RmEHXIzcHrradDhw6Ewwo2m5W8Dlns3LmHE04cwycff8WNN1/Mf599nzvvuZq335jNKadNZN2azWTnZOB0OdhSuJPhRw9gzqfzOe2MY/jog884+ZQJfPfdIvoP6EVR0S6cTiv1Pj8BfwBJAq9Xc6BE7qP4sa/1szjRSpJM9x6dKd2zn1B0bOhD7bQwLOO+M4LosDEdU413TIE+pMuhuqLbbMK2uHPGhT1yHQNjIKQL3Yr/1p5fv/DM1EpVSJKEw2nDq1bjsNtQrHX4A0E6derA5q1bGDN2GN99t5AzzzqJr79ayOlnHs/KFWvpP6A3Pp+fulovgwYN5JuvFnH5lefyxGOvccfvruE/z7zFpZedzRfzvqd3326UFO9FVVWsVgt7S8vIys5g+/btpKW58Hrj96Y9O6au//UFvPxChC1qOqYOD0zjykRLoa04prKyPZRXVDV43JHmmJIkCavVgsvtxGKJ/LtDfjYlxfsYO2EYX32+mF9dcQZvv/Epv5l6GR9/+AUnThpL4cbtpHlcZGals3ZNISefMoE3p83kV1ecxWsvz+CCiyYzb+4CjjqqP1u37MTlduD3B6mr8+J0ONhfXoHb7aSmpi5mwxm206Du/Qf0YtPGbYnHtlBYjOmYasa1DmHAjWHWaYsFi0XG4bQTCobokJ9LSfFehgztx8oV6znu+NH8tHQ14yaMoGjLbrp27Ygky1RVVjPi6MF8/tn3XHnNeTzx6Kvc9fvree6Zt7nm+gv43+zv6Ne/B6V7yvD7A3jS3WzdspOevbry88oN9OjZme1FxXjS06mrNZY1aHL7WtExJcsyV113Nq+/MqvR5TQXpmMqAtN2ahpMx9RBoC04ps69+Fi++GwRNdWJE2Zbdkw5HHZCoTBduxewfdtuxo4fzrKla5l0ymhWrljPsOEDKK+owmq10LlLPj8tXcN550/muWff4vY7r+GJx17luusvYtbMrxg6dCBF23ZjtVkJhYJUVlbjcjrYv78Su91GMNCENMxRh42o7yNq9RgZTY1xTJ151gmsWVPI7h37dP0QOcd0TEHbcEzdcPcZvPXY17H9LemY0lBPdeRvuCJ+TrTtOg00A52zAxlTFosFRVHIzs7A5/OTmelBkiQURaFzl45s3bqTkyaN58MPPuXm31zBSy+8z+/uvp4Ppv+P44+byPaiYpw2N2npbtat2cLRI4bw1bwljB43mO+//4n+A3tQWLgNj8dNVVWtrk6t6ZgaOLgH69ZGhFZNx9ThQdy4GtbiH0CqGqai9ud230cmGoe24pi6/PpTeevVuQ0e1xYdUy63k3qvjx49O7Nr5x6GjejPzh2l9OzVmUAgSCgcol//HixZvJoLLzmFZ/79DnfcfSVPP/E2t97+Kz6c/jlHDe/Htq07kWUJ2WKhZPde8jvmsrlwBzm5GezbW47DYY+xdVPVOZXN0lgtIaM+/PUtv+LlF99PWIA1HVN6tKZjKjcvi3POPZlpr3508GU3QcPVCEZaVIbHyTIWi4zT5cBusxFWFAoK8ti5cw/jJwznqy8WMeXi05j18Zdcc92FfPXlIkaNHkpJyT4URaFbtwJ+XLyKSZMn8Oa0Tzj7vJOY9fFXHHPcSFYsW0deh2zK9lcC4PX6Ys7Y1nRMpXlc5OZmsWN7SaPLaS5Mx1QEpu3UNJiOqYOANtheHnYvbouDUn9kwO31xbVm9vvi3VvpjzyINeH4B45Xjbz0/cRf/kYv8Bo5/hFbq5bFfnfo7MFX76esrCLhHPGj3uiDUZwcRaaEEw8ANoE54pPitE/xA02WZdxpDrzhSgoK8ti1ezfjJ47g6y8Xc8llp/Lh+59x0y2X8tn/vmfkqCHsLS0nFApTUJDHkh9/Zuz4Ycz6+GsmHjeC7+cvY8DAHmzdshN3moua6vqYIaJ93DZFqNEqax+kiYLMIIR3CU67oBpxEPjDcUdCICy0XYncJ91HrGwXfsfLj19HxuGwEwyGICrULDogYmUnEVy3GDgVxclNq7/osEnmcIqdHxMNN3ZGaf1kJIQP8X5KJQwbNminksRxZXSsOG7tcmRcOiRPvJ5RsW0jBxjERc2tarwPxTbZVFv0uMjfrNw06svizhNHtG8tBvpRQWEsBgXD1h91TAWFeyA6qXxSRNS/QtkZ21YfLI+cI4y1A52boB9f4riLORrDiR8R4vlWizO2zWnNimyTnLjTnAQDIXp078b2bSWMGjuIpYvXcNpZE1iy5GdGjRnM3tJyPJ40srLTWbdmK6ecNp43XpnDJVedwusvzeKMc47l26+X0KNXZ3bt2IMkq9TV1RMI+mMGmdYm3fMjJmZQNaPE2DALKREh/RMmj+TzzxZEz0mcG4zGg+hAtgkOPiPHlc4xZbR6G90vjjWj8W/HRVgNUlj5Ybs3HEzjykRLQRtLXTMnI0u22HtE54wyWFwxckyJMPrga8h50W9gN7Zt3UUgoH/3HqzjKZXDRHvvSpJEdk4G1VW1DBjUi7WrN3PS5LH8MH8FZ5xzHKuWb2DQ0D5UVdZQX++jT7/uLPh2GeecfwIvPvchF1x0Mp/M+IZxE4fx88qNZOdkUlFehaKG8fsChMPND9VLPOfgHE+Ntd2Mru12O/F6fYnHtpBDqaUEwFsLB+vIMS6zaXO8zWbF5XZRXVVz8Nc+SDZWS/ZHY5xcmVnpVFXW0Kdvd7Zu2cnoMUPZumUn/fr3pK7Oi9VmpUfPLqxasZ6zzjmJF59/n9vuuJJ/PzaN62+6iI8//JxBQ/qwdcsurFYLAX+Ampo6VEUydAw3tp1GTqzcvCx69urMsqXrUje+GWhO4gTxmdeeaW38KWqIspqf2rVtYNpOTYPpmDoItAXHVJ9BBdTW1LFzR6L3uzmOKavVQoYzG7fbgRyy0a13Pls3FnPieUfx4Vvf8Ju7p/DiszO45tdn8cWcHxl0VC927dhLrb+CtDQXGzYW0r1HZ35euZGCztkU796L1WpBs49EJ5DRh6QRywrav2PqlNOPpWR3KevWFAGmY8ronLbgmDr32gnMm7Y0tv+X4pjSID4f2vXFsWTEaEjPdFFVVUu/Ad0pLt5Ln75dqa2tx+W20bFTLpsLizj51Am8NW0Wv/7Nxfz7sdf59a2X8v47cxk5ejAb1+3A6XRQU1NHnbcevy9AskQjIcVPTk4m3Xp14Kelq6NtNx1ThwPa+y4rbeghMa4q69a0+z4y0Ti0FcfUuGOGsGrlJrx1eqdHcx1TTqcdVVUp6JxLSfE+Jhw7nG+/+olfXXk6Mz/6hquuO5uvv1jCwME9qKqqpbqqlo4FuSz9cQ0jRw/iq89/ZNiI/qxeVUjHglz2lpajqEqDmWkN63kQWfUi57ctx9RNN/+K6e/Oprq6Vn+s6ZgC2oZjqqCgA0ePHMzc/3138NduZ46ppkLs24xMD8FAkLwO2ahqxMHXqXMHtm7ZxdnnnMRbr8/i1qmX8e/HXud391zD22/OZuKxI1jzcyFOl5OAP8j+fRW43E72lOwHiM0XRo6pvv26EwqFKdq2u8XbBaZjygim7dQ0tItUCEVFRbGsVwf+/9577yUcv3XrVqZMmUJWVhYej4dTTjmF5cuXJxy3a9cuTj31VNxuN8cccwzr168/HM1pUVSUV9GhQ06DxzgcdrKy0+narSMFnXI57sSRZGWnc9OtUwC4/e7LsDts3HTb+RR0zmP0+IFk56aTnummpspLOKww/8uVADz/+AwC/iAvPTOToq0lzP1kIatXbGb92q38tGQtlRU1/LxyIwDFu/cCtIjwYHvHF599z5rVha1dDRMNQJYl1i3b3trVaHeoqop8LBRu3EFtjZdVKzaxpXAnq1Zu5PO5C9myeScvPvc+Xq+Pfz/2OgBvvzEbny/Apo1FkVASWaLfgB7k5mZy3U3n405zcsfdVwIw9a7LycpK55QzJtK5Sz5dukW0IzweNy6XM2m9TBwaqKpySP43cWhg2k/JUVVZR05uZoPHpKe7cac5GTy0Fy63g7MvOB6AG2+9AJfbwU23TqFv/26cee6xDB/Zn159u9Kpcx4Oh52K8kjY9jdfLsVX7+el5z5iS+FOZn/yHQu+XcaqFZE5sqK8mq8+/xGAn1duQlVV9pTsR1Ga7pQ6EvHSC+8lOKVMtC3U+3ysW7e5tavR7lBdVUt9vZ+dO/awa+cetm3dxcLvV7CnZB+vvPghfn8gZjf9+7HX2be3nHn/+559+yrYU7wfi9WCJEmMGTsUi0Xmt3dEMu7dec/VdCzI5dIrTmfAoF4MP3oAg4b0jmZEzMBiiSRdMnH4YNpOjUO7YEwVFRXRq1cvpk6dyuWX69Nc9uvXj9zc3Ni/9+3bx4gRI8jOzuZvf/sbTqeTf/7zn6xatYqlS5cyYMCA2LFnnHEGeXl53HjjjcyaNYt58+axZs2aRtdL84LOHH0naVYHlcHIKvoOb5ydsb0uzrTYXRdZ2a8IxVfnaohqM0nGzhtLNPSrTq6ObatVy7DZrDhddrLy7bjdTlxpdtat3cyll5/FC/95Nyru9y43/PoiPvn4K/r27cnOHXsIBoNIWNi/rxJZlqiPZnoT2QKabo/IGkhFTfcqEUZXQIkbD+IDo7F+jLSRIuWHE84RobEiRFaREVNCXCnRWBF2i8iwSWSHaKwbgED0ftSF4zpegXC8TcGQgZaXJZExJa74SJLMsceNIhgM8ePiVdG6x9uhCb7rGGyWOKNDq6fRqkKk/ETml7hSovWTyFTSzhGZIy4pO/bbKJxT1BkLEvmt9RdAfXQM6HWIBIZa9N5oekoHwkifyyowhOxRppRWN0itOaJpSHkE3TSHmNGQyPNplWQsVpmjju3N+vlxkVWbnMiUCkWnTJ8QJuET72f0PolacUZ6UyJjqi4QceIGQwJjyoD1I44LWY63Q1GijClF1ClTEo61W+OsOo0xZZOMxc9jZYvPnAFDLqzTxUr8La6kx3SphLEqMrYMWXOyBavVQlZ2OgphRo0ZjCfDyfxvlnDKaccy/b3Z/Oa2K3jkn0/z+3tv4ZWX32P8hBGsWLEGl9NJZVUFtbV1BPzxjzyHLVO4fvSZTRJeqDEJRaaeNu7sxO+H9kwA+InPGYoaZGfl5+1+RUt732W6Bx+SVb8q77p230dtEW3RftLGUufMSciSFSXKyhTfW0ZsXSMmRHM0plxuB6oKI0b1p2hLMcNH9Wfe7EVcf8u5vPP6XK649ky+/fIn+g/szu7ivdTWeHG7nWwu3El+x5youHdE50lffgpWUTM+Ipoieh47pxmMKP35idc8WEZUo7W0DK59xZXn8/VXCykp2dusazcXLaVh1VJoScHxlmZZdeyYR0FBB1atapqD+mDfJS3VJ4eCddZctlVDfdKU9kqSjCRJuNOcWC0WOuTnMHL0YCRZZsb7n3PDzRfy32enc+c9V/PuW3OYNHkcK5ZvwOV04PMH2LunDJfbQfHuyPdQY5zkB8vGPFAzVFHDlNcub9e2gWk7NQ3tyjH16KOPcs899zR47L333suTTz5JYWEhPXr0ACKDok+fPkyaNInp06fHjvV4PBQXF8duZk5ODoWFhTpDrSEcCseULEukZ7pRVZXufTuya9M+Tr1wNG9Mm8PNd5/Hq0/P5pJbjmf2x/PpP7A723Zs47SzjuWj9+eyb28ZkiTFYvGNwr3AmN5pOqYiOFSOKafTgcUiU6elLjYdUwlobceUw21j4JjubFhQFNtvOqZa3zEl6k2F1SBOpx1FDcSc6lr5Whik1WolI8ONxWrB6XDQqUseO3bs5vzzz2Laq9O5bep1PPXE2/x26pW89eYnjBxxFBvWbcVmt1NTU4ev3o8aFkMWTccUxN936e6Bh8S4qvFuaPd91BbRFu2nQ+WYkmWZgk457N9fxfhjj2L+V8u58voz+OCdr7jqhjP5at6PDBzSk9I95dTV1NOrb2ckJAo37aRwww5cbntCWF+TxM9Nx1Szr9nQtdPT0/D7AwQCxgkoTMdUM8pqYUdM9+6dycjwsGbNpibWw3RMHYiWdEwdiPSMNOq9vqSRLG63E4vVQkFBHvv2lnP8iaP53+z53Hr75Tz9xJvccfdVTH9nLuMnDmf1qk3YbFZ8vgBlZZVYZJnKyuqkGTfhl+2YMm2nxiFRvKad4+OPP2bSpEkxowogIyODKVOm8OabbxIKhbBaI83u06cPzz33HLfeeiuzZs3CZrORk9NwWJwR0m1B0qzxCcDviH/Mlvkj15JkCXfIRnZBOoGSMoYf14cf523g8t+czEcvLuBXU0/iq4+XM3hkD4o27SEUUvBVBlHD8NWMFbhVD28+9hU2XLzyzKcAlO5ajVepoKR4FpVV5Qn10jlHUmgziMaP9iEqprU00lJJqWMkakREyxIdDWLmO81JJaauN9IfkoSsXiFF2xffpsvGFb2WkXYSxB1SNsExpbXJKIvhgW1qLFRVoWevLmRkpMUYU0bGl6iBo3cqRLbrdKkS/SVNgnY/RaeEW41Pap7ob7fQN7Vq3KEUliJjpFqohw+N1Rd3ZOjHRVQnJEnfak4L8R5qTlIwdpZpLy9xfFuF347osW4p7jzMsYmORKLnS1gtFkL7vOQ5BcdVtH1CIk0CSuJLV7ydYU3AW7hJivCi1p4r0SGj6UWF5SSOpWjfiLpSurEoa9dpOIOkvm8j917M5mgEVRIchcIrI6gmOhh1dWpgyUN0hIsOH83RmUwzzCo5uXDKZObP/4mS6CpeUImeI0fPUaC8PM4wLSraAcB/nnkVgH898ixWi5MX/vsGAFu3bsfhsuJ2ehg8uC+FhTs4+5wTeP2VT7j5t5fwzOPTuehXk/lqznK6du/Izu2l2HHirfMjq0J7hWdB1Ocyyq5owkRbxOG2n2RkZCyx5z2ZtpvNZiUcVujTrxubN+7k5NPGMP/rFVx61Sks/HY1Q0f0oWxfFV6vjzSPC399iKqyWmQs/O/jRQR9YV79z6cohNm2Oa7HubWwGItVxlcfQEKm3htIeMfLhvOYsPAjvOO0uSqZQ8MiJWo7pob2gdYEJ0kK+yBWz2RlGpxvEdpsqO0U7bdkDqyU19SOkxJtzXHjR7JpUxE7dxQnOSdF3ZqJxtb5UKOlnCaHMmtfbZ2PcFhtMadKQzhcWfuagkPtYGtsm1N9693464t58rE3kx5X7w0CQTZX7wLg05nzAXjmiXeQsPD04+8A8NnshbjdTmSLTNduHamtrueMs4/jvbfn8ts7LuPpJ97mtt9dxrtvzWHoUX3ZuKEISYLaGi9er49AQNBDFeYbbb6NZ3Jv89wZEy2MdqExpeGRRx7Bbrfjdrs59thjmTVrlm5/fX09W7ZsYdiwYQnnDhs2jPr6erZu3Rrb9txzz/Hvf/+bzMxMpk6dyrRp05AMRI5TQpJAlkjrmQ9A15MGgSQx6KpjyOqcyYgLhtHt6K70HtGZnM4ZON12SndGQulmv7mYcFjhzSe/oHh7GV9+vJzNa4sp2riH7YWleGv9VFcmsnRE3PDrKU2vs4nDiuLiUkpK9qU+0ESrIS3TRddBHVu7GiZS4MN3v4w5pQ4GPp8fn8/Pzh0l7NhezObCHXz95RJ2bt/DC//5AJ8vwFOPvwXADwtWIcsyVquFHr0K6DOgK2ddOJGuPTtw/Z1nYrHInHfpcQCMGNMPm81KRkZaQ5dvtzB1Eton2qr9ZLVGPkD6D+yBLMuccsZ4unTL5+wLjmPcxKGMGT+EM86ZSH5BNr36dEaSJIp37ycYDPHx+99StLWE2TO+Z9GC1axaVsjC736moryG1Su3AFBZkTxLmKqqXHPT2U2us4nDiw3rt1BX17AdbKJ10aNHFzp3Me2nto4nH3uzRcrx+wNUVFRTtr+SVSs2UlZWxVuvzyYUCvPU42+hqipPP/EmVZU1rP65EKvVgsViYcy4o8jNy+KOu69GlmV+d881yLLMhRefSkamh/4DepGW5sLpPPL0r0zbqXFoF4wph8PBTTfdxCmnnEKnTp3YsWMHzzzzDOeddx4vvfQSN954IwAVFRWoqmq4aqdtKyuLZ7Q75phj2LFjB9u2baNHjx64XK6E8xqClorXNqY3wZ0VkOfCWxTCt3kn3pCPFW9/S2m5ROmuUgB21EQG0P6gj/37Igyn2poIbVxJ4RVWEMNpxHCZEE88+ppuVT4+UEUjMZXBGPdRauUrOsZV4irWgfWIXNt4tUqJXl8XFqRjEkT3i6tywsqbdqy+nWHd38hvOfGcJH0XjmX6kRL2G10n8rthGmr8t/5+2mwWPB5XkjonbhPPN2x7Coq5ZHh+WHdEZJvQH2p8BSMUZaGJdyikyxwZDR0zGAPJGCKSwRgw2q+ru+5+Rdlsavx+qQaMKfF3SNXqHh8XQYHxFI6dI1G2P0DN1zWgxNtpzJjSyon3p5iVT1vZDgmr4mLfaf1sPJbFcM3ELHPJxkjK89XE8+PPh3F4ROy4JFn5jMelWH5YV/dIWQbzgNE8koQxBQo333YRzz37XuI5hs9h6mdWq6d+XIrXlNi9qwS75GL1qkgYpg0XK5dtwKbaeenfkew2i+avQiUEUpisHBcDhvSmrraG+kA9Jd9+2yC93YSJQ4W2aD9ptlOnrjmcesYxvPHqLLp170Dh+u1sLixi964S9hTvJRTW2xMl0YQqa1dHwoVqaoIpM/WJODAsLxAM8vxT8fBE4zCTht+1RgyhlKFyzQjPawpjqrHlJ2tb6lC/5PsP5txkZaV5nNGPsNTtaknGVLzM1v74a/vvjrVrNiJJUor+b6l2HFw5qb63moODZfakZEw1kkeSqh63Tv0Vzz2TmPTiUEAljM8fwrc3zq4vKopIWPz7sQiD/fFHXwFJ5fsFSwEFWVbp3bcLoZDKoMG9mf/tEspqMO2nXxDanMZUKKT/aLVYLIarcMFgkHHjxrFjxw727NmD1WqluLiYLl268Mgjj3Dffffpjn/33Xe5/PLLWbRoEePHj29W3d59913+9re/sW/fPmpra/H7/alPMmHChAkTJog4CdLT08nLy+OBBx7gsssua+0qNRqaTkKas88h0Umo8205onQSWgNt1X4ybScTJkyYMHEwaK/2k2k7NQ1tijGliXSK+OabbzjxxBMTjrXZbFx66aX84Q9/oLCwkEGDBpGdnY0kSbpVPQ3l5RGGUnM0pMRr5ubmMnLkSAYMGMCQIUPo3bs3vXv3bl4IYAtBURSys7P54IMPOPXUU1utHiaSo7a2li5durBo0SIGDx7c2tUxYYD169czfvx4du/ejcfjSX2CiVbB559/zsUXX0xFRQWy3Paj0VVVZevWrWzdupU1a9awceNGioqKsFgOnd6HiV8e2rL9ZNpOJg4Gpv3U9mHaT20f7c12AtN++iWiTTmmOnfuzNKlS3XbxPTEB0Ije2kPmMvlom/fvqxevTrh2NWrV+Nyuejdu3ez63fRRRdx0UUXNfv8Qwmbzca2bduOGI/pkQbtRR0IBMx71EahpcItKChoNy/tXyJ27NiB1WolKyurtavSaBx99NEcffTRXHjhha1dlYOGigotnK1KbQehKm0dbdl+Mm0nEwcD035q+zDtp7aP9mg7wZFjP5m2U+PQphxTdrud0aNHN+rYYDDI9OnTycvLo2/fvrHtF1xwAU8++SQ7d+6kW7duANTU1DBjxgzOPffcWEaZIw1ut5stW7a0djVMJIH2oq6srGzdiphIiurqSCY306hq29i2bVuT9QBNtBwOhd5K62u4tH+Y9lPzYNpObR+m/dT2YdpPbR+m7dS6MG2nxqFdWBl33XUXwWCQY445hoKCAnbu3MkzzzzDypUree2113SUvnvuuYc333yTs846i7/97W84HA4eeeQRfD4fDz74YOs14hAjMzOT7du3t3Y1TDQASZJiL28TbQ+1tbWtGlZionHYsWMH6enprV0NEybaBUz7qWGYtlP7gGk/tW2Y9lPbh2k7mWgPaBeOqaFDh/LCCy/wzjvvUF1dTXp6OmPHjmXevHkJugAdOnRgwYIF3HPPPVxzzTWEQiEmTJjAt99+y8CBA1upBYceDz74ILm5ua1dDRMN4O6772bMmDGtXQ0TSTBixAjuvPPO1q6GiRS4+eabOeuss1q7Gr9YmKt+7Qum/dQwTNupfcC0n9o2TPup7cO0nVoXpu3UOLS5rHwmTJgwYcKEibYFLbOM094dSWrZcA1VVfAFdhxRmWVMmDBhwoQJE79smLZT09AuGFMmTJgwYcKEidaH2sLinYeqTBMmTJgwYcKEibYA03ZqHEyVOhMmTJgwYcKECRMmTJgwYcKECROtApMxZcKECRMmTJhoFEydBBMmTJgwYcKEicbDtJ0aB5MxZcKECRMmTJgwYcKECRMmTJgwYaJVYDKmTJgwYcKECRONgrnqZ8KECRMmTJgw0XiYtlPjYDKmTJgwYcKECRMmTJgwYcKECRMmTLQKTMdUK2LlypWcddZZdO/eHZfLRU5ODhMmTOCtt97SHff9999z4403MmrUKBwOB5IkUVRUlLTcZ555hoEDB+JwOOjVqxcPPfQQwWAw4bjnn3+egoIC8vLyeOihh1q6eUcEGnuPAJYvX87kyZPxeDxkZWUxZcoUtm7dmnCcJEmG/z/yyCMJx5r3KDUOxT0C8zlqaXz99ddcf/31DBw4kLS0NLp06cJ5553HsmXLdMepqsrTTz8d6/tOnTrxm9/8hoqKioQyzWepNaAcov9NmGg8TPup7cO0n9o+TPupfcC0n44E/P/27j0oquqBA/j3wgILIjDromkCGZiGSuqCYoqI4CtwJMWmcZp8hoz4zCJExcUHauYUNjlSg5GOViKPdE0xdanUaCQrTdPylVQG4gMdggg8vz8cNve3iLu46+6y349zZ+Sec8/es4ezfj27ey+zk1EEWY1WqxUzZ84UW7duFYcOHRK7d+8WL774ogAgVqxYoaunVqtFQECAiI+PF8OGDRMAxMWLF5ttc+XKlUKSJLFo0SKh1WrFm2++KVxdXcUrr7yiV6+0tFQolUrxySefiF27dolu3bqJvLw8S3bXLhk7Rj///LNo3769iIiIEHv27BH5+fmiV69eokuXLqKyslKvTQAiISFBfPPNN3rbH3/8oVePY2QcS4wR55H5JSQkiKioKLFx40ZRUlIi8vLyRHh4uJDJZOLgwYO6eq+++qpwcnISKSkpYv/+/eKdd94RXl5eQqVSifr6er02OZcenerqagFAyJyVwkXW0aybzFkpAIjq6mprd5PsBPOT7WN+sn3MT/aB+cl+MTuZhgtTNmjgwIHCz89P93NjY6Pu7+vWrbtvsKqqqhJyuVwkJibq7V+1apWQJEmcOnVKr50FCxbofs7KyhKzZ882Yy/atv8fo4kTJwqlUqn34nDp0iXh4uIiUlJS9I4FIJKTkx/4GByjh9PaMeI8soyKigqDfbdv3xadOnUS0dHRQgghfv/9d+Hs7CzmzJmjV2/79u0CgHj//ff19nMuPToMV2QPmJ9sH/OT7WN+si3MT/aL2ck0/CqfDVIqlZDJ/rsuvZOTccO0b98+1NXVYerUqXr7p06dCiEEioqKdPsCAwOxZ88enD17FuXl5dixYwd69OhhlvN3BPeOUUNDAzQaDSZMmAAvLy9dnYCAAERFRaGwsLBVj8ExejitHSPOI8vo2LGjwT5PT08EBwejvLwcAFBaWorGxkY899xzevXi4uIAAPn5+a16bI6T+QjcschGZA7MT7aP+cn2MT/ZFuYn+8fsZBwuTNmAO3fuoKGhAVevXsXGjRtRXFyMN954w+R2fvrpJwBAnz599PZ37twZSqVSVw4A8fHxGDhwIHr27Al/f38oFAokJiY+XEfasJbG6Pz586itrUVISIjBcSEhITh37hzq6ur09m/fvh3u7u5wc3ODSqXChx9+aHAsx8g05hojzqNHp7q6GsePH0evXr0AAPX19QAANzc3vXouLi6QJAknTpwwaINzichxMT/ZPuYn28f8ZH+Yn6gtkj24ClnarFmzkJ2dDQBwdXXFhg0bMHPmTJPbuXbtGtzc3NCuXTuDMoVCgWvXrul+liQJW7ZswZo1a9DQ0AB/f//Wd8ABtDRGTc+rQqEwOE6hUEAIgRs3bqBz584AgEmTJiE2NhZ+fn6orKxETk4Opk2bhgsXLmDFihW6YzlGpjHXGHEePTrJycmoqanB4sWLAQDBwcEAgCNHjiAqKkpX7+jRoxBC6D33AOeSNQghYO4Lbt5tk8h0zE+2j/nJ9jE/2R/mJ/vC7GQcLkzZgLS0NMyYMQOVlZXYvXs3Zs+ejZqaGrz22msmtyVJkkllXbp0MfkxHJExY2Tsc79t2za9sgkTJmDs2LFYs2YN5s6dC19fX71yjpFxzDlGnEeWt3TpUmzbtg3vvvsuVCoVAOCZZ57B0KFDsW7dOvTo0QMjRozA6dOnkZSUBGdnZ4Ov5XAuETk25ifbx/xk+5if7AvzE7VVXJiyAf7+/roV6KbvBi9atAiTJ082eGFoSYcOHVBXV4e///4bHh4eemXXr1/XvXiR6Voaow4dOgCAwbsRwN3nXZIk+Pj4tNj+Sy+9BI1Gg7KyMowZM8a8J+8gzDVGnEeWl5GRgZUrV2LVqlWYPXu2XlleXh6mTJmCF154AcDdd28XLFiAAwcO4ObNmw9sm3PJ0hoB3P8/Hq3T9t71o0eD+cn2MT/ZPuYn+8H8ZK+YnYzBa0zZoAEDBqChoQEXLlww6bim73SfPHlSb/9ff/2Fqqoq9O7d22zn6OjuHaPAwEC4u7sbPO/A3bEICgqCXC5vsb2mj2Mae6FWerDWjhHnkWVlZGRArVZDrVYjLS3NoLxjx474/PPPUVFRgR9//BGVlZVYvnw5fvnlFwwdOvSB7XMuETku5ifbx/xk+5ifbBPzE7V1/M2zQVqtFk5OTnjyySdNOm706NGQy+XIzc3V25+bmwtJkhAfH2++k3Rw946RTCbD2LFjUVBQgNu3b+vqXL58GVqtFuPHj39ge1u3boWLiwvfTTKj1o4R55HlrFixAmq1GkuWLMGyZctarNuxY0eEhITA29sbmzZtQk1NjcG7g83hXLIsIe5YZCMyB+Yn28f8ZPuYn2wP85N9Y3YyDr/KZ0WJiYnw8vLCgAED0KlTJ1RVVSEvLw+ffvopXn/9dd3H0K9evYovv/wSwH/vQuzduxe+vr7w9fVFZGQkgLsXFlyyZAmWLl0KhUKBkSNH4tixY1Cr1ZgxY4buwnhkPGPHKCMjA2FhYYiLi0Nqairq6uqQnp4OpVKJhQsX6tpbt24dTp8+jejoaHTt2lV3wcH9+/dDrVZDqVRaq6t2y9xjxHlkGevXr0d6ejpGjx6N2NhYlJaW6pWHh4cDAD744AMAd29RfPPmTezduxc5OTnIzMxE//79dfU5l6zlDvhxdLI25ifbx/xk+5if7APzU1vA7GQUQVazefNmERERIZRKpZDJZMLHx0dERkaKrVu36tXTarUCd3/7DLbIyEiDdrOyssRTTz0lXF1dhb+/v1i2bJmor69/RL1qW4wdIyGEKCsrE9HR0cLDw0N4eXmJ+Ph4ce7cOb06u3btEkOGDBG+vr5CJpOJ9u3bi4iICPHxxx8/qi61OeYeoyacR+YVGRl539exe/8pys7OFk8//bTw8PAQnp6eIiIiQhQVFRm0x7n0aFVXVwsAQpI8hJNTO7NukuQhAIjq6mprd5PsBPOT7WN+sn3MT/aB+cl+MTuZRhKiDd5rkIiIiMzm1q1b8Pb2hgR5i3ddag0hBATqUF1dDS8vL7O2TURERGQNzE6m4TWmiIiIiIiIiIjIKniNKSIiIjKKsMA1DSzRJhEREZEtYHYyDj8xRUREREREREREVsGFKSIiIjLSHQttxispKYEkSc1u/3+3ouPHjyMmJgaenp7w8fHB+PHjceHChVb2nYiIiMhUzE7G4Ff5iIiIyO5kZmYiKipKb1/v3r11fz9z5gyGDRuGvn37YseOHbpbnEdEROCHH37Q3QqdiIiIyBHYcnbiwhQREREZScD8lzVoXYPdu3dHeHj4fcvT09Ph5uYGjUaju2ONSqVC9+7d8dZbb2Ht2rWtelwiIiIi4zE7GYNf5SMiIiIjCbP/sUBaQ0NDAzQaDSZMmKB3G+WAgABERUWhsLDQ7I9JREREZIjZyRhcmCIiIiITCDNvd926dUtv++eff1o8i+TkZMhkMnh5eWHUqFE4fPiwruz8+fOora1FSEiIwXEhISE4d+4c6urqWtl/IiIiIlMwOz0IF6aIiIioRa6urnjssccANFpk8/T0hJ+fH7y9vXXb6tWrmz0Xb29vzJs3D9nZ2dBqtcjKykJ5eTmGDRuG4uJiAMC1a9cAAAqFwuB4hUIBIQRu3LhhjqeGiIiIyACzk2l4jSkiIiJqkVwux8WLF1FfX2+R9oUQkCRJb5+bm1uzdfv164d+/frpfo6IiMDzzz+PPn36ICUlBaNGjdKV/X+b92qpjIiIiOhhMDuZhgtTRERE9EByuRxyudzap9EsHx8fxMXFYdOmTaitrUWHDh0A/Pfu372uX78OSZLg4+PziM+SiIiIHAmzk/H4VT4iB3fixAlMnz4dgYGBcHd3h7u7O7p3746ZM2eirKxMV0+tVkOSJFRVVbXYXk1NDdasWYN+/frB09MT7dq1Q9++fZGZmYmamhqD+k888QQkSUJSUpJBWUlJCSRJws6dOx++o0TUpglx95oLkiTpXs9OnjxpUO/kyZMICgqy2aBIRPaB+YmI7J0tZScuTBE5sOzsbKhUKnz77beYN28eNBoN9uzZg/nz5+PUqVMICwvD+fPnjW6voqIC4eHhWL58OUaNGoXCwkIUFRVhzJgxWLlyJcLDw1FRUdHssTk5OTh79qy5ukZEDuTGjRvQaDTo27cv5HI5ZDIZxo4di4KCAty+fVtX7/Lly9BqtRg/frwVz5aI7B3zExHZO1vLTvwqH5GDOnLkCGbNmoXY2Fjs3LkTrq6uurLhw4cjOTkZeXl5cHd3N7rNl19+GWfOnIFWq8WQIUN0+0eMGIHY2FhERUVh8uTJ2Ldvn95xgwYNwunTp5GWlob8/PyH7xwRtVmTJk2Cv78/QkNDoVQq8euvv2L9+vWoqKhAbm6url5GRgbCwsIQFxeH1NRU1NXVIT09HUqlEgsXLrReB4jIrjE/EZG9sYfsxE9METmozMxMODs7Izs7Wy9U3WvixIno0qWLUe2VlZVh//79mD59ul6oajJkyBBMmzYNxcXF+O677/TKFAoFUlNTUVBQgNLSUtM7Q0QOIyQkBMXFxZgxYwZiYmKwePFiBAcH4+jRo4iJidHV69mzJ0pKSuDi4oKEhARMmTIFQUFB+Oqrr+Dr62vFHhCRPWN+IiJ7Yw/ZiQtTRA6osbERWq0WoaGh6Ny5s1na/OKLLwAA8fHx963TVNZU917z5s3D448/jpSUFLOcDxG1Tampqfj+++9x8+ZNNDQ0oLKyEgUFBQgLCzOoq1KpcODAAdTU1KC6uhqFhYUIDAy0wlkTUVvA/ERE9sgeshMXpogcUFVVFWpraxEQEGBQ1tjYiIaGBt3WdFG8B7l8+TIAoFu3bvet01TWVPde7u7uUKvV+Prrr6HRaIx6TCIiIqJHhfmJiMgyuDBFRHpUKhVcXFx02/r1683W9r13fmjO1KlTERwcjNTUVNy5c8dsj0tERERkScxPREStx4UpIgekVCrh7u6O3377zaBs+/btOHbsGHbt2mVSm/7+/gCAixcv3rfOpUuXAAB+fn7Nljs7OyMzMxOnTp3CRx99ZNLjExEREVkS8xMRkWVwYYrIATk7O2P48OEoKyvDlStX9MqCg4MRGhqKPn36mNTmiBEjAABFRUX3rdNU1lS3OePGjcPgwYOxbNky1NXVmXQORERERJbC/EREZBlcmCJyUIsWLUJjYyOSkpLw77//PnR7oaGhGDlyJHJycnDkyBGD8sOHD2Pz5s0YPXo0VCpVi22tXbsW5eXl2LBhw0OfFxEREZG5MD8REZmfzNonQETWMXjwYLz33nuYM2cO+vfvj8TERPTq1QtOTk64cuUK8vPzAQBeXl56x+3evRvt27c3aC8hIQFbtmxBTEwMRo4ciblz5yI6OhoAcOjQIWRlZaFnz57Izc016tzGjRuHzz777OE7SkRERGQmzE9ERObHhSkiB5aUlIRBgwYhKysLb7/9Nv78809IkoSuXbvi2WefxcGDBzF8+HC9Y6ZNm9ZsW0IIdOrUCaWlpdiwYQN27Nihe8cuKCgIaWlpmD9/Ptq1a2fUua1evRoajQaNjY0P10kiIiIiM2J+IiIyL0kYey9TIiIiIiIiIiIiM+I1poiIiIiIiIiIyCq4MEVERERERERERFbBhSkiIiIiIiIiIrIKLkwREREREREREZFVcGGKiIiIiIiIiIisggtTRERERERERERkFVyYIiIiIiIiIiIiq+DCFBERERERERERWQUXpoiIiIiIiIiIyCq4MEVERERERERERFbBhSkiIiIiIiIiIrKK/wHYwC0KFIe3kwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid_relext['data'],roi=gta.roi).plot(vmin=50,vmax=400,subplot=121,cmap='magma')\n", "plt.gca().set_title('Data')\n", "ROIPlotter(resid_relext['model'],roi=gta.roi).plot(vmin=50,vmax=400,subplot=122,cmap='magma')\n", "plt.gca().set_title('Model')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid_relext['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid_relext['excess'],roi=gta.roi).plot(vmin=-100,vmax=100,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sed Analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The sed() method computes a spectral energy distribution (SED) by performing independent fits for the flux normalization of a source in bins of energy. The normalization in each bin is fit using a power-law spectral parameterization with a fixed index. The value of this index can be set with the bin_index parameter or allowed to vary over the energy range according to the local slope of the global spectral model (with the use_local_index parameter).\n", "\n", "The free_background, free_radius, and cov_scale parameters control how nuisance parameters are dealt with in the fit. By default the method will fix the parameters of background components ROI when fitting the source normalization in each energy bin (free_background=False). Setting free_background=True will profile the normalizations of all background components that were free when the method was executed. In order to minimize overfitting, background normalization parameters are constrained with priors taken from the global fit. The strength of the priors is controlled with the cov_scale parameter. A larger (smaller) value of cov_scale applies a weaker (stronger) constraint on the background amplitude. Setting cov_scale=None performs an unconstrained fit without priors.\n" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0021.6-6835 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2351.9-7601 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2338.7-7401 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0146.4-6746 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J2336.5-7620 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0002.0-6722 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 37.939 8.16e-06 2.43 589.10 1133.7 \n", "PS J0040.7-7158 1.523 2.544 8.41e-07 2.23 53.63 88.5 \n", "PS J0102.8-7052 1.918 3.731 5.03e-07 2.73 44.61 91.8 \n", "3FGL J0112.9-7506 2.572 1.189 2.16e-06 1.97 151.36 134.3 \n", "3FGL J0023.9-7203 2.662 0.591 9.78e-06 2.70 5225.68 1795.0 \n", "3FGL J0029.1-7045 3.008 0.458 2.08e-06 2.33 271.03 239.3 \n", "PS J0000.6-7354 4.262 1.993 7.53e-07 2.18 53.96 72.2 \n", "3FGL J0021.6-6835 5.122 2.628 2.57e-07 3.29 16.48 57.2 \n", "3FGL J2351.9-7601 5.495 1.400 2.85e-06 2.01 242.69 191.2 \n", "3FGL J2338.7-7401 5.777 0.591 2.92e-06 2.01 292.25 185.0 \n", "3FGL J0146.4-6746 6.423 0.665 1.76e-06 2.35 257.03 201.9 \n", "3FGL J2336.5-7620 6.454 0.389 1.28e-06 2.29 112.51 135.3 \n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.41 95.5 \n", "isodiff --- 0.673 0.0211 2.12 697.34 6126.1 \n", "galdiff --- 1.100 0.135 0.05 7280.08 17908.1 \n", "\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for SMC : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for PS J0040.7-7158 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for PS J0102.8-7052 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0023.9-7203 : ['norm', 'alpha', 'beta']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0112.9-7506 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J0029.1-7045 : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2024-08-17 15:58:24 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor', 'Index']\n", "2024-08-17 15:58:24 INFO GTAnalysis.print_model(): \n", "sourcename offset norm eflux index ts npred free\n", "--------------------------------------------------------------------------------\n", "SMC 0.072 37.939 8.16e-06 2.43 589.10 1133.7 *\n", "PS J0040.7-7158 1.523 2.544 8.41e-07 2.23 53.63 88.5 *\n", "PS J0102.8-7052 1.918 3.731 5.03e-07 2.73 44.61 91.8 *\n", "3FGL J0112.9-7506 2.572 1.189 2.16e-06 1.97 151.36 134.3 *\n", "3FGL J0023.9-7203 2.662 0.591 9.78e-06 2.70 5225.68 1795.0 *\n", "3FGL J0029.1-7045 3.008 0.458 2.08e-06 2.33 271.03 239.3 *\n", "PS J0000.6-7354 4.262 1.993 7.53e-07 2.18 53.96 72.2 \n", "3FGL J0021.6-6835 5.122 2.628 2.57e-07 3.29 16.48 57.2 \n", "3FGL J2351.9-7601 5.495 1.400 2.85e-06 2.01 242.69 191.2 \n", "3FGL J2338.7-7401 5.777 0.591 2.92e-06 2.01 292.25 185.0 \n", "3FGL J0146.4-6746 6.423 0.665 1.76e-06 2.35 257.03 201.9 \n", "3FGL J2336.5-7620 6.454 0.389 1.28e-06 2.29 112.51 135.3 \n", "3FGL J0002.0-6722 7.153 0.409 1.63e-06 1.98 94.41 95.5 \n", "isodiff --- 0.673 0.0211 2.12 697.34 6126.1 *\n", "galdiff --- 1.100 0.135 0.05 7280.08 17908.1 *\n", "\n", "2024-08-17 15:58:24 INFO GTAnalysis.sed(): Computing SED for SMC\n", "2024-08-17 15:58:26 INFO GTAnalysis._make_sed(): Fitting SED\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for SMC : ['Index']\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for PS J0040.7-7158 : ['Index']\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for PS J0102.8-7052 : ['Index']\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0112.9-7506 : ['Index']\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0023.9-7203 : ['alpha', 'beta']\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J0029.1-7045 : ['Index']\n", "2024-08-17 15:58:26 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Index']\n", "2024-08-17 15:58:29 INFO GTAnalysis.sed(): Finished SED\n", "2024-08-17 15:58:41 INFO GTAnalysis.sed(): Execution time: 17.60 s\n" ] } ], "source": [ "gta.free_sources(free=False)\n", "gta.print_model()\n", "gta.free_sources(skydir=gta.roi[gta.roi.sources[0].name].skydir,distance=[3.0],free=True)\n", "gta.print_model()\n", "sedsmc = gta.sed(gta.roi.sources[0].name, bin_index=2.2, outfile='sedSMC.fits', loge_bins=None,write_npy=True,write_fits=True,make_plots=True)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 1000. 1326.41675759 1759.38141482 2333.67299161\n", " 3095.42296281 4105.8208897 5446.02963176 7223.70496591\n", " 9581.64331867 12709.25226315 16857.76517829 22360.93710169\n", " 29659.92168712 39341.41715463 52183.11498128 69216.55817447\n", " 91810.00266538 121778.32604983 161528.81238386 214254.52357972\n", " 284190.7904658 376955.42682685]\n", "[ 1326.41675759 1759.38141482 2333.67299161 3095.42296281\n", " 4105.8208897 5446.02963176 7223.70496591 9581.64331867\n", " 12709.25226315 16857.76517829 22360.93710169 29659.92168712\n", " 39341.41715463 52183.11498128 69216.55817447 91810.00266538\n", " 121778.32604983 161528.81238386 214254.52357972 284190.7904658\n", " 376955.42682685 499999.99500797]\n", "[ 1151.70167908 1527.63640687 2026.28252958 2687.69510285\n", " 3565.00382372 4728.68081266 6272.20147121 8319.5531384\n", " 11035.19469844 14637.26717129 19415.33998741 25753.12880578\n", " 34159.38160838 45309.5761943 60099.38114346 79716.82626953\n", " 105737.73422587 140252.30258689 186033.00444196 246757.2945568\n", " 327303.01055795 434140.19801402]\n", "[7.87363903e-10 6.25443006e-10 3.88233772e-10 2.83187557e-10\n", " 1.73240137e-10 1.58400051e-10 9.26653633e-11 5.24742040e-11\n", " 3.82017480e-11 3.44189550e-11 1.86547494e-14 9.45203105e-12\n", " 6.85969911e-18 4.58480924e-18 2.25173405e-13 3.03947400e-12\n", " 1.35474691e-18 3.83085160e-12 2.26500723e-16 4.02476767e-19\n", " 3.95343595e-18 1.79613651e-19]\n", "[9.02600448e-07 9.51015915e-07 7.83020902e-07 7.57589961e-07\n", " 6.14735879e-07 7.45547575e-07 5.78518800e-07 4.34536141e-07\n", " 4.19607537e-07 5.01461649e-07 3.60507360e-10 2.42289829e-07\n", " 2.33235745e-13 2.06771803e-13 1.34699858e-08 2.41172884e-07\n", " 1.42583152e-13 5.34792579e-07 4.19410826e-11 9.88532289e-14\n", " 1.28796705e-12 7.76156654e-14]\n", "[3.19483417e-06 3.36620500e-06 2.77157178e-06 2.68155672e-06\n", " 2.17591205e-06 2.63893163e-06 2.04771849e-06 1.53807913e-06\n", " 1.48523801e-06 1.77496789e-06 1.27594367e-09 8.57606293e-07\n", " 8.25558562e-13 7.31887097e-13 4.76782070e-08 8.53652767e-07\n", " 5.04685687e-13 1.89294566e-06 1.48454174e-10 3.49899753e-13\n", " 4.55887335e-12 2.74727517e-13]\n", "[2.80878627e-12 1.68626115e-12 8.19353861e-13 4.58371590e-13\n", " 2.24253937e-13 1.52454550e-13 7.28155568e-14 3.48634715e-14\n", " 2.07673472e-14 1.36924979e-14 2.17806186e-15 3.48228826e-15\n", " 5.20865165e-16 3.35549219e-16 3.70447223e-16 4.78885231e-16\n", " 1.00894649e-16 2.77596135e-16 9.91610821e-17 4.30892599e-17\n", " 3.86618969e-17 2.47867775e-17]\n", "[1.42113169e+02 1.50592623e+02 9.55064293e+01 8.39251043e+01\n", " 4.87694517e+01 5.80941110e+01 3.20403769e+01 1.54979422e+01\n", " 1.00252803e+01 1.20058035e+01 0.00000000e+00 1.71927760e+00\n", " 0.00000000e+00 0.00000000e+00 2.45973850e-03 1.50898462e+00\n", " 0.00000000e+00 3.92675654e+00 0.00000000e+00 0.00000000e+00\n", " 0.00000000e+00 0.00000000e+00]\n" ] } ], "source": [ "print(sedsmc['e_min'])\n", "print(sedsmc['e_max'])\n", "print(sedsmc['e_ref'])\n", "print(sedsmc['flux'])\n", "print(sedsmc['eflux'])\n", "print(sedsmc['e2dnde'])\n", "print(sedsmc['dnde_ul95'])\n", "print(sedsmc['ts'])" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[3.72562118e-06 3.93518211e-06 3.36412020e-06 3.31114113e-06\n", " 2.85009986e-06 3.40894811e-06 2.86460123e-06 2.41307394e-06\n", " 2.52895455e-06 2.93361207e-06 8.21032239e-07 2.30953591e-06\n", " 6.07778472e-07 6.88868350e-07 1.33803152e-06 3.04320664e-06\n", " 1.12804944e-06 5.46051262e-06 3.43179437e-06 2.62366894e-06\n", " 4.14174311e-06 4.67175510e-06]\n" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# E^2 x Differential flux ULs in each bin in units of MeV cm^{-2} s^{-1}\n", "print(sedsmc['e2dnde_ul95'])\n", "\n", "e2dnde_scan = sedsmc['norm_scan']*sedsmc['ref_e2dnde'][:,None]\n", "\n", "plt.clf()\n", "plt.figure()\n", "plt.plot(e2dnde_scan[0],sedsmc['dloglike_scan'][0]-np.max(sedsmc['dloglike_scan'][0]))\n", "plt.gca().set_ylim(-5,1)\n", "plt.gca().axvline(sedsmc['e2dnde_ul95'][0],color='k')\n", "plt.gca().axhline(-2.71/2.,color='r')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,4))\n", "ylim=[1E-7,1E-5]\n", "fig.add_subplot(121)\n", "SEDPlotter(sedsmc).plot()\n", "plt.gca().set_ylim(ylim)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,4))\n", "fig.add_subplot(121)\n", "SEDPlotter(sedsmc).plot(showlnl=True,ylim=ylim)\n", "plt.gca().set_ylim(ylim)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Light curve" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "lightcurve() fits the charateristics of a source (flux, TS, etc.) in a sequence of time bins. This method uses the data selection and model of a baseline analysis (e.g. the full mission) and is therefore restricted to analyzing time bins that are encompassed by the time selection of the baseline analysis. In general when using this method it is recommended to use a baseline time selection of at least several years or more to ensure the best characterization of background sources in the ROI.\n", "\n", "When fitting a time bin the method will initialize the model to the current parameters of the baseline analysis. The parameters to be refit in each time bin may be controlled with free_background, free_sources, free_radius, free_params, and shape_ts_threshold options." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default the lightcurve method will run an end-to-end analysis in each time bin using the same processing steps as the baseline analysis. Depending on the data selection and ROI size each time bin may take 10-15 minutes to process. There are several options which can be used to reduce the lightcurve computation time. The multithread option splits the analysis of time bins across multiple cores." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The use_scaled_srcmap option generates an approximate source map for each time bin by scaling the source map of the baseline analysis by the relative exposure." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The lightcurve analysis requires the original spacecraft (SC) files. If you haven't already, download them." ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [], "source": [ "from string import ascii_lowercase" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [], "source": [ "if not os.path.isfile('./../data/SMC_SC.tar.gz'):\n", " for c in ascii_lowercase[:12]:\n", " if not os.path.isfile('./../data/SMC_SC.tar.gz.parta'+c):\n", " URL = 'https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/SMC_SC.tar.gz.parta' + c\n", " !curl -OL --output-dir ./../data/ {URL}\n", " !cat ./../data/SMC_SC.tar.gz.part* >./../data/SMC_SC.tar.gz\n", "!tar xzf ./../data/SMC_SC.tar.gz -C ./SMC_data/" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now find the lightcurve" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 15:58:51 INFO GTAnalysis.lightcurve(): Computing Lightcurve for SMC\n", "2024-08-17 15:58:56 INFO lightcurve_342096292_376275917 GTAnalysis._process_lc_bin(): Fitting time range 342096292 376275917\n", "2024-08-17 15:58:57 INFO lightcurve_239557417_273737042 GTAnalysis._process_lc_bin(): Fitting time range 239557417 273737042\n", "2024-08-17 15:58:57 INFO lightcurve_342096292_376275917 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:58:58 INFO lightcurve_410455542_444635167 GTAnalysis._process_lc_bin(): Fitting time range 410455542 444635167\n", "2024-08-17 15:58:58 INFO lightcurve_239557417_273737042 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:58:58 INFO lightcurve_478814792_512994417 GTAnalysis._process_lc_bin(): Fitting time range 478814792 512994417\n", "2024-08-17 15:58:58 INFO lightcurve_444635167_478814792 GTAnalysis._process_lc_bin(): Fitting time range 444635167 478814792\n", "2024-08-17 15:58:58 INFO lightcurve_307916667_342096292 GTAnalysis._process_lc_bin(): Fitting time range 307916667 342096292\n", "2024-08-17 15:58:58 INFO lightcurve_478814792_512994417 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:58:59 INFO lightcurve_410455542_444635167 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:58:59 INFO lightcurve_307916667_342096292 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:58:59 INFO lightcurve_444635167_478814792 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:58:59 INFO lightcurve_273737042_307916667 GTAnalysis._process_lc_bin(): Fitting time range 273737042 307916667\n", "2024-08-17 15:58:59 INFO lightcurve_376275917_410455542 GTAnalysis._process_lc_bin(): Fitting time range 376275917 410455542\n", "2024-08-17 15:59:00 INFO lightcurve_273737042_307916667 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "2024-08-17 15:59:00 INFO lightcurve_376275917_410455542 GTBinnedAnalysis._create_ltcube(): Generating local LT cube.\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 57847.435324 from DATE-END'. [astropy.wcs.wcs]\n", "2024-08-17 16:00:44 INFO lightcurve_478814792_512994417 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_478814792_512994417/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:44 INFO lightcurve_342096292_376275917 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_342096292_376275917/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:45 INFO lightcurve_239557417_273737042 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_239557417_273737042/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: UserWarning: \n", "The maximal number of iterations maxit (set to 20 by the program)\n", "allowed for finding a smoothing spline with fp=s has been reached: s\n", "too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " warnings.warn(message)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0023.9-7203 TS: 777.832\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:46 INFO lightcurve_410455542_444635167 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_410455542_444635167/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n", "Fitting shape 3FGL J0029.1-7045 TS: 119.175\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: UserWarning: \n", "The maximal number of iterations maxit (set to 20 by the program)\n", "allowed for finding a smoothing spline with fp=s has been reached: s\n", "too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " warnings.warn(message)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape SMC TS: 85.536\n", "Fitting shape 3FGL J0146.4-6746 TS: 28.027\n", "Fitting shape 3FGL J0023.9-7203 TS: 795.856\n", "Fitting shape 3FGL J0023.9-7203 TS: 532.483\n", "Fitting shape 3FGL J2336.5-7620 TS: 26.391\n", "Fitting shape SMC TS: 95.462\n", "Fitting shape SMC TS: 53.310\n", "Fitting shape 3FGL J2351.9-7601 TS: 23.518\n", "Fitting shape 3FGL J0112.9-7506 TS: 50.495\n", "Fitting shape 3FGL J0029.1-7045 TS: 40.500\n", "Fitting shape 3FGL J0112.9-7506 TS: 22.481\n", "Fitting shape 3FGL J2351.9-7601 TS: 39.627\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:48 INFO lightcurve_307916667_342096292 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_307916667_342096292/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J2351.9-7601 TS: 37.726\n", "Fitting shape 3FGL J2338.7-7401 TS: 19.371\n", "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n", "Fitting shape 3FGL J2338.7-7401 TS: 39.582\n", "Fitting shape 3FGL J0002.0-6722 TS: 23.409\n", "Fitting shape 3FGL J0146.4-6746 TS: 20.004\n", "Fitting shape 3FGL J0112.9-7506 TS: 16.308\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:48 INFO lightcurve_376275917_410455542 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_376275917_410455542/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J2336.5-7620 TS: 16.704\n", "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n", "Fitting shape 3FGL J0023.9-7203 TS: 520.775\n", "Fitting shape 3FGL J0146.4-6746 TS: 68.511\n", "Fitting shape SMC TS: 64.408\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:49 INFO lightcurve_273737042_307916667 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_273737042_307916667/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:49 INFO lightcurve_444635167_478814792 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_444635167_478814792/base_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['3FGL J0023.9-7203', 'SMC', '3FGL J0029.1-7045']\n", "Fitting shape 3FGL J0029.1-7045 TS: 28.116\n", "Fitting shape 3FGL J0023.9-7203 TS: 665.328\n", "Fitting shape 3FGL J2338.7-7401 TS: 142.314\n", "Fitting shape SMC TS: 83.433\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:51 INFO lightcurve_342096292_376275917 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_342096292_376275917/fit_model_final_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0029.1-7045 TS: 34.237\n", "Fitting shape 3FGL J0023.9-7203 TS: 637.305\n", "Fitting shape 3FGL J0146.4-6746 TS: 31.944\n", "Fitting shape SMC TS: 74.112\n", "Fitting shape 3FGL J2336.5-7620 TS: 31.280\n", "Fitting shape 3FGL J0029.1-7045 TS: 43.995\n", "Fitting shape 3FGL J0023.9-7203 TS: 699.366\n", "Fitting shape 3FGL J2338.7-7401 TS: 31.231\n", "Fitting shape SMC TS: 76.757\n", "Fitting shape 3FGL J2351.9-7601 TS: 44.812\n", "Fitting shape 3FGL J0002.0-6722 TS: 26.807\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:52 INFO lightcurve_239557417_273737042 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_239557417_273737042/fit_model_final_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J2338.7-7401 TS: 26.566\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:53 INFO lightcurve_410455542_444635167 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_410455542_444635167/fit_model_final_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0029.1-7045 TS: 26.175\n", "Fitting shape 3FGL J0023.9-7203 TS: 719.611\n", "Fitting shape 3FGL J0146.4-6746 TS: 23.152\n", "Fitting shape SMC TS: 106.865\n", "Fitting shape 3FGL J0112.9-7506 TS: 21.152\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:53 INFO lightcurve_478814792_512994417 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_478814792_512994417/fit_model_final_00.xml...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0146.4-6746 TS: 96.576\n", "Fitting shape PS J0102.8-7052 TS: 18.149\n", "Fitting shape 3FGL J2351.9-7601 TS: 89.419\n", "Fitting shape 3FGL J2338.7-7401 TS: 38.284\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-08-17 16:00:55 INFO lightcurve_342096292_376275917 GTAnalysis._process_lc_bin(): Finished time range 342096292 376275917\n", "2024-08-17 16:00:56 INFO lightcurve_239557417_273737042 GTAnalysis._process_lc_bin(): Finished time range 239557417 273737042\n", "2024-08-17 16:00:57 INFO lightcurve_410455542_444635167 GTAnalysis._process_lc_bin(): Finished time range 410455542 444635167\n", "2024-08-17 16:00:57 INFO lightcurve_307916667_342096292 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_307916667_342096292/fit_model_final_00.xml...\n", "2024-08-17 16:00:57 INFO lightcurve_444635167_478814792 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_444635167_478814792/fit_model_final_00.xml...\n", "2024-08-17 16:00:57 INFO lightcurve_376275917_410455542 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_376275917_410455542/fit_model_final_00.xml...\n", "2024-08-17 16:00:57 INFO lightcurve_478814792_512994417 GTAnalysis._process_lc_bin(): Finished time range 478814792 512994417\n", "2024-08-17 16:00:58 INFO lightcurve_273737042_307916667 GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/SMC_data/lightcurve_273737042_307916667/fit_model_final_00.xml...\n", "2024-08-17 16:00:59 INFO lightcurve_307916667_342096292 GTAnalysis._process_lc_bin(): Finished time range 307916667 342096292\n", "2024-08-17 16:00:59 INFO lightcurve_444635167_478814792 GTAnalysis._process_lc_bin(): Finished time range 444635167 478814792\n", "2024-08-17 16:00:59 INFO lightcurve_376275917_410455542 GTAnalysis._process_lc_bin(): Finished time range 376275917 410455542\n", "2024-08-17 16:00:59 INFO lightcurve_273737042_307916667 GTAnalysis._process_lc_bin(): Finished time range 273737042 307916667\n", "2024-08-17 16:01:05 INFO GTAnalysis.lightcurve(): Finished Lightcurve\n" ] } ], "source": [ "lc = gta.lightcurve('SMC', free_radius=3.0, nbins=8, multithread=True, nthread=8, use_scaled_srcmap=True)" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2.39557417e+08 2.73737042e+08 3.07916667e+08 3.42096292e+08\n", " 3.76275917e+08 4.10455542e+08 4.44635167e+08 4.78814792e+08]\n", "[2.73737042e+08 3.07916667e+08 3.42096292e+08 3.76275917e+08\n", " 4.10455542e+08 4.44635167e+08 4.78814792e+08 5.12994417e+08]\n", "[ True True True True True True True True]\n", "3.191243377624977\n", "[2.46923779e-09 2.60855694e-09 2.75697805e-09 2.88957586e-09\n", " 2.63485657e-09 2.78679934e-09 3.16430995e-09 2.91661542e-09]\n", "[7.00210658e-06 7.59823196e-06 7.64869686e-06 7.37336234e-06\n", " 7.08102378e-06 1.08396430e-05 1.10008154e-05 1.03576155e-05]\n", "[3.17654176e-09 3.23619135e-09 3.38441256e-09 3.54011240e-09\n", " 3.27933798e-09 3.50611789e-09 3.81438828e-09 3.55861426e-09]\n" ] } ], "source": [ "print(lc['tmin'])\n", "print(lc['tmax'])\n", "print(lc['fit_success'])\n", "print(lc['ts_var'])\n", "print(lc['flux'])\n", "print(lc['eflux'])\n", "print(lc['flux_ul95'])" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(8,6))\n", "plt.errorbar((lc['tmin']+lc['tmax'])/2., lc['flux'], yerr=lc['flux_err'], xerr=(lc['tmax']-lc['tmin'])/2., fmt=\"o\", color=\"black\")\n", "plt.ylabel(r'$\\Phi_{\\gamma}$ [ph/cm$^2$/s]', fontsize=18)\n", "plt.xlabel(r'$t$ [s]')\n", "plt.axis([lc['tmin'][0],lc['tmax'][len(lc['tmax'])-1],2e-9,6e-9])\n", "plt.grid(True)\n", "plt.yscale('log')\n", "plt.xscale('linear')\n", "fig.tight_layout(pad=0.5)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 4 }